From 76e992c45b20181c22fdd179ac8a79cc860d069f Mon Sep 17 00:00:00 2001
From: Lennart Harms <uuwyh@student.kit.edu>
Date: Mon, 28 Aug 2023 13:06:52 +0200
Subject: [PATCH] Setup, logs, etc.; Goodbye
---
log/2023_06_21_zVp15/RunMpp.sh | 29 +
log/2023_06_21_zVp15/_3h50_horst | 0
log/2023_06_21_zVp15/logfile_zVp15Cutted.log | 6379 ++++++++++++
log/2023_06_21_zVp15/testconf.conf | 102 +
.../0testconf.conf | 105 +
.../logfile.log | 7053 +++++++++++++
.../RunMpp.sh | 29 +
.../logfile.log | 8976 +++++++++++++++++
.../testconf.conf | 105 +
log/2023_06_30_MultiHighRes_SO/RunMpp.sh | 29 +
log/2023_06_30_MultiHighRes_SO/logfile.log | 4448 ++++++++
log/2023_06_30_MultiHighRes_SO/testconf.conf | 108 +
log/2023_07_06_Multi_FO_Iter10/RunMpp.sh | 29 +
log/2023_07_06_Multi_FO_Iter10/logfile.log | 4333 ++++++++
log/2023_07_06_Multi_FO_Iter10/testconf.conf | 111 +
log/zPythonScripteTest/err_n_plots/Fehler.txt | 28 +
.../err_n_plots/FehlerInfNorm.txt | 28 +
..._Rho__fwi_FWISO_iterate_m_allshots_5_0.png | Bin 0 -> 30141 bytes
..._Rho__fwi_FWISO_iterate_m_allshots_5_1.png | Bin 0 -> 31788 bytes
..._Rho__fwi_FWISO_iterate_m_allshots_5_2.png | Bin 0 -> 32570 bytes
..._Rho__fwi_FWISO_iterate_m_allshots_5_3.png | Bin 0 -> 33313 bytes
..._Rho__fwi_FWISO_iterate_m_allshots_5_4.png | Bin 0 -> 33928 bytes
..._Rho__fwi_FWISO_iterate_m_allshots_5_5.png | Bin 0 -> 34019 bytes
..._Rho__fwi_FWISO_iterate_m_allshots_5_6.png | Bin 0 -> 34167 bytes
..._Rho__fwi_FWISO_iterate_m_allshots_5_7.png | Bin 0 -> 34233 bytes
..._Rho__fwi_FWISO_iterate_m_allshots_5_8.png | Bin 0 -> 34472 bytes
..._Rho__fwi_FWISO_iterate_m_allshots_5_9.png | Bin 0 -> 34859 bytes
...p_Vp__fwi_FWISO_iterate_m_allshots_5_0.png | Bin 0 -> 35840 bytes
...p_Vp__fwi_FWISO_iterate_m_allshots_5_1.png | Bin 0 -> 38631 bytes
...p_Vp__fwi_FWISO_iterate_m_allshots_5_2.png | Bin 0 -> 38672 bytes
...p_Vp__fwi_FWISO_iterate_m_allshots_5_3.png | Bin 0 -> 39126 bytes
...p_Vp__fwi_FWISO_iterate_m_allshots_5_4.png | Bin 0 -> 39044 bytes
...p_Vp__fwi_FWISO_iterate_m_allshots_5_5.png | Bin 0 -> 38888 bytes
...p_Vp__fwi_FWISO_iterate_m_allshots_5_6.png | Bin 0 -> 38961 bytes
...p_Vp__fwi_FWISO_iterate_m_allshots_5_7.png | Bin 0 -> 39038 bytes
...p_Vp__fwi_FWISO_iterate_m_allshots_5_8.png | Bin 0 -> 39041 bytes
...p_Vp__fwi_FWISO_iterate_m_allshots_5_9.png | Bin 0 -> 39260 bytes
...P_Vp__fwi_FWISO_iterate_m_allshots_5_0.png | Bin 0 -> 37129 bytes
...P_Vp__fwi_FWISO_iterate_m_allshots_5_1.png | Bin 0 -> 38508 bytes
...P_Vp__fwi_FWISO_iterate_m_allshots_5_2.png | Bin 0 -> 40310 bytes
...P_Vp__fwi_FWISO_iterate_m_allshots_5_3.png | Bin 0 -> 42002 bytes
...P_Vp__fwi_FWISO_iterate_m_allshots_5_4.png | Bin 0 -> 43739 bytes
...P_Vp__fwi_FWISO_iterate_m_allshots_5_5.png | Bin 0 -> 45337 bytes
...P_Vp__fwi_FWISO_iterate_m_allshots_5_6.png | Bin 0 -> 46328 bytes
...P_Vp__fwi_FWISO_iterate_m_allshots_5_7.png | Bin 0 -> 46990 bytes
...P_Vp__fwi_FWISO_iterate_m_allshots_5_8.png | Bin 0 -> 47463 bytes
...P_Vp__fwi_FWISO_iterate_m_allshots_5_9.png | Bin 0 -> 47932 bytes
.../err_n_plots/Rho_pointmapping.npy | Bin 0 -> 149312 bytes
.../err_n_plots/Vp_pointmapping.npy | Bin 0 -> 149312 bytes
.../err_n_plots/aa_REAL_Init__Rho_.png | Bin 0 -> 12844 bytes
.../err_n_plots/aa_REAL_Init__Vp_.png | Bin 0 -> 16286 bytes
.../err_n_plots/aa_REAL_Init__noICVP_.png | Bin 0 -> 16286 bytes
.../err_n_plots/aa_REAL_Other_Init__Rho_.png | Bin 0 -> 12742 bytes
.../err_n_plots/aa_REAL_Other_Init__Vp_.png | Bin 0 -> 16139 bytes
.../aa_REAL_Other_Init__noICVP_.png | Bin 0 -> 16139 bytes
log/zPythonScripteTest/err_n_plots/errors.py | 295 +
.../err_n_plots/multiLink.bash | 3 +
.../err_n_plots/noICVP_pointmapping.npy | Bin 0 -> 149312 bytes
.../err_n_plots_multi/FehlerMulti.txt | 37 +
.../err_n_plots_multi/FehlerMultiInfNorm.txt | 37 +
...CGREGINNCanonic_iterate_m_allshots_5_0.png | Bin 0 -> 27545 bytes
...CGREGINNCanonic_iterate_m_allshots_5_1.png | Bin 0 -> 31176 bytes
...CGREGINNCanonic_iterate_m_allshots_5_2.png | Bin 0 -> 32207 bytes
...CGREGINNCanonic_iterate_m_allshots_5_3.png | Bin 0 -> 32970 bytes
...CGREGINNCanonic_iterate_m_allshots_5_4.png | Bin 0 -> 32834 bytes
...CGREGINNCanonic_iterate_m_allshots_5_5.png | Bin 0 -> 32959 bytes
...CGREGINNCanonic_iterate_m_allshots_5_6.png | Bin 0 -> 33104 bytes
...CGREGINNCanonic_iterate_m_allshots_5_7.png | Bin 0 -> 33408 bytes
...CGREGINNCanonic_iterate_m_allshots_5_8.png | Bin 0 -> 33483 bytes
...CGREGINNCanonic_iterate_m_allshots_5_9.png | Bin 0 -> 33591 bytes
...CGREGINNCanonic_iterate_m_allshots_5_0.png | Bin 0 -> 30404 bytes
...CGREGINNCanonic_iterate_m_allshots_5_1.png | Bin 0 -> 33135 bytes
...CGREGINNCanonic_iterate_m_allshots_5_2.png | Bin 0 -> 33421 bytes
...CGREGINNCanonic_iterate_m_allshots_5_3.png | Bin 0 -> 33570 bytes
...CGREGINNCanonic_iterate_m_allshots_5_4.png | Bin 0 -> 33702 bytes
...CGREGINNCanonic_iterate_m_allshots_5_5.png | Bin 0 -> 33395 bytes
...CGREGINNCanonic_iterate_m_allshots_5_6.png | Bin 0 -> 33436 bytes
...CGREGINNCanonic_iterate_m_allshots_5_7.png | Bin 0 -> 33456 bytes
...CGREGINNCanonic_iterate_m_allshots_5_8.png | Bin 0 -> 33637 bytes
...CGREGINNCanonic_iterate_m_allshots_5_9.png | Bin 0 -> 33561 bytes
..._Rho__fwi_FWISO_iterate_m_allshots_5_0.png | Bin 0 -> 29179 bytes
..._Rho__fwi_FWISO_iterate_m_allshots_5_1.png | Bin 0 -> 32478 bytes
..._Rho__fwi_FWISO_iterate_m_allshots_5_2.png | Bin 0 -> 32645 bytes
..._Rho__fwi_FWISO_iterate_m_allshots_5_3.png | Bin 0 -> 32782 bytes
..._Rho__fwi_FWISO_iterate_m_allshots_5_4.png | Bin 0 -> 33181 bytes
..._Rho__fwi_FWISO_iterate_m_allshots_5_5.png | Bin 0 -> 33341 bytes
..._Rho__fwi_FWISO_iterate_m_allshots_5_6.png | Bin 0 -> 33448 bytes
..._Rho__fwi_FWISO_iterate_m_allshots_5_7.png | Bin 0 -> 33681 bytes
..._Rho__fwi_FWISO_iterate_m_allshots_5_8.png | Bin 0 -> 33755 bytes
..._Rho__fwi_FWISO_iterate_m_allshots_5_9.png | Bin 0 -> 33951 bytes
...O_Vp__fwi_FWISO_iterate_m_allshots_5_0.png | Bin 0 -> 32029 bytes
...O_Vp__fwi_FWISO_iterate_m_allshots_5_1.png | Bin 0 -> 33360 bytes
...O_Vp__fwi_FWISO_iterate_m_allshots_5_2.png | Bin 0 -> 33245 bytes
...O_Vp__fwi_FWISO_iterate_m_allshots_5_3.png | Bin 0 -> 33423 bytes
...O_Vp__fwi_FWISO_iterate_m_allshots_5_4.png | Bin 0 -> 33399 bytes
...O_Vp__fwi_FWISO_iterate_m_allshots_5_5.png | Bin 0 -> 33442 bytes
...O_Vp__fwi_FWISO_iterate_m_allshots_5_6.png | Bin 0 -> 33626 bytes
...O_Vp__fwi_FWISO_iterate_m_allshots_5_7.png | Bin 0 -> 33646 bytes
...O_Vp__fwi_FWISO_iterate_m_allshots_5_8.png | Bin 0 -> 33541 bytes
...O_Vp__fwi_FWISO_iterate_m_allshots_5_9.png | Bin 0 -> 33689 bytes
.../MultiFO_Rho_pointmapping.npy | Bin 0 -> 149312 bytes
.../MultiFO_Vp_pointmapping.npy | Bin 0 -> 149312 bytes
.../MultiSO_Rho_pointmapping.npy | Bin 0 -> 149312 bytes
.../MultiSO_Vp_pointmapping.npy | Bin 0 -> 149312 bytes
.../_REAL_Init__MultiFO_Rho.png | Bin 0 -> 13747 bytes
.../_REAL_Init__MultiFO_Vp.png | Bin 0 -> 15460 bytes
.../_REAL_Init__MultiSO_Rho.png | Bin 0 -> 13747 bytes
.../_REAL_Init__MultiSO_Vp.png | Bin 0 -> 15460 bytes
.../err_n_plots_multi/errors_multis.py | 207 +
tools/plottools/errors.py | 119 +
tools/plottools/errorsCSV.py | 75 +
tools/plottools/fwiPlot.py | 294 +
tools/plottools/fwiPlotLib.py | 148 +
tools/plottools/fwiPlot_plotErrors.py | 264 +
tools/plottools/plotC2MSD.py | 49 +
115 files changed, 33420 insertions(+)
create mode 100644 log/2023_06_21_zVp15/RunMpp.sh
create mode 100644 log/2023_06_21_zVp15/_3h50_horst
create mode 100644 log/2023_06_21_zVp15/logfile_zVp15Cutted.log
create mode 100644 log/2023_06_21_zVp15/testconf.conf
create mode 100644 log/2023_06_27_IC_RhoMono_HighResolution/0testconf.conf
create mode 100644 log/2023_06_27_IC_RhoMono_HighResolution/logfile.log
create mode 100644 log/2023_06_27_noIC_VpMono_HighResolution/RunMpp.sh
create mode 100644 log/2023_06_27_noIC_VpMono_HighResolution/logfile.log
create mode 100644 log/2023_06_27_noIC_VpMono_HighResolution/testconf.conf
create mode 100644 log/2023_06_30_MultiHighRes_SO/RunMpp.sh
create mode 100644 log/2023_06_30_MultiHighRes_SO/logfile.log
create mode 100644 log/2023_06_30_MultiHighRes_SO/testconf.conf
create mode 100644 log/2023_07_06_Multi_FO_Iter10/RunMpp.sh
create mode 100644 log/2023_07_06_Multi_FO_Iter10/logfile.log
create mode 100644 log/2023_07_06_Multi_FO_Iter10/testconf.conf
create mode 100644 log/zPythonScripteTest/err_n_plots/Fehler.txt
create mode 100644 log/zPythonScripteTest/err_n_plots/FehlerInfNorm.txt
create mode 100644 log/zPythonScripteTest/err_n_plots/IterPlot__Rho_Rho__fwi_FWISO_iterate_m_allshots_5_0.png
create mode 100644 log/zPythonScripteTest/err_n_plots/IterPlot__Rho_Rho__fwi_FWISO_iterate_m_allshots_5_1.png
create mode 100644 log/zPythonScripteTest/err_n_plots/IterPlot__Rho_Rho__fwi_FWISO_iterate_m_allshots_5_2.png
create mode 100644 log/zPythonScripteTest/err_n_plots/IterPlot__Rho_Rho__fwi_FWISO_iterate_m_allshots_5_3.png
create mode 100644 log/zPythonScripteTest/err_n_plots/IterPlot__Rho_Rho__fwi_FWISO_iterate_m_allshots_5_4.png
create mode 100644 log/zPythonScripteTest/err_n_plots/IterPlot__Rho_Rho__fwi_FWISO_iterate_m_allshots_5_5.png
create mode 100644 log/zPythonScripteTest/err_n_plots/IterPlot__Rho_Rho__fwi_FWISO_iterate_m_allshots_5_6.png
create mode 100644 log/zPythonScripteTest/err_n_plots/IterPlot__Rho_Rho__fwi_FWISO_iterate_m_allshots_5_7.png
create mode 100644 log/zPythonScripteTest/err_n_plots/IterPlot__Rho_Rho__fwi_FWISO_iterate_m_allshots_5_8.png
create mode 100644 log/zPythonScripteTest/err_n_plots/IterPlot__Rho_Rho__fwi_FWISO_iterate_m_allshots_5_9.png
create mode 100644 log/zPythonScripteTest/err_n_plots/IterPlot__Vp_Vp__fwi_FWISO_iterate_m_allshots_5_0.png
create mode 100644 log/zPythonScripteTest/err_n_plots/IterPlot__Vp_Vp__fwi_FWISO_iterate_m_allshots_5_1.png
create mode 100644 log/zPythonScripteTest/err_n_plots/IterPlot__Vp_Vp__fwi_FWISO_iterate_m_allshots_5_2.png
create mode 100644 log/zPythonScripteTest/err_n_plots/IterPlot__Vp_Vp__fwi_FWISO_iterate_m_allshots_5_3.png
create mode 100644 log/zPythonScripteTest/err_n_plots/IterPlot__Vp_Vp__fwi_FWISO_iterate_m_allshots_5_4.png
create mode 100644 log/zPythonScripteTest/err_n_plots/IterPlot__Vp_Vp__fwi_FWISO_iterate_m_allshots_5_5.png
create mode 100644 log/zPythonScripteTest/err_n_plots/IterPlot__Vp_Vp__fwi_FWISO_iterate_m_allshots_5_6.png
create mode 100644 log/zPythonScripteTest/err_n_plots/IterPlot__Vp_Vp__fwi_FWISO_iterate_m_allshots_5_7.png
create mode 100644 log/zPythonScripteTest/err_n_plots/IterPlot__Vp_Vp__fwi_FWISO_iterate_m_allshots_5_8.png
create mode 100644 log/zPythonScripteTest/err_n_plots/IterPlot__Vp_Vp__fwi_FWISO_iterate_m_allshots_5_9.png
create mode 100644 log/zPythonScripteTest/err_n_plots/IterPlot__noICVP_Vp__fwi_FWISO_iterate_m_allshots_5_0.png
create mode 100644 log/zPythonScripteTest/err_n_plots/IterPlot__noICVP_Vp__fwi_FWISO_iterate_m_allshots_5_1.png
create mode 100644 log/zPythonScripteTest/err_n_plots/IterPlot__noICVP_Vp__fwi_FWISO_iterate_m_allshots_5_2.png
create mode 100644 log/zPythonScripteTest/err_n_plots/IterPlot__noICVP_Vp__fwi_FWISO_iterate_m_allshots_5_3.png
create mode 100644 log/zPythonScripteTest/err_n_plots/IterPlot__noICVP_Vp__fwi_FWISO_iterate_m_allshots_5_4.png
create mode 100644 log/zPythonScripteTest/err_n_plots/IterPlot__noICVP_Vp__fwi_FWISO_iterate_m_allshots_5_5.png
create mode 100644 log/zPythonScripteTest/err_n_plots/IterPlot__noICVP_Vp__fwi_FWISO_iterate_m_allshots_5_6.png
create mode 100644 log/zPythonScripteTest/err_n_plots/IterPlot__noICVP_Vp__fwi_FWISO_iterate_m_allshots_5_7.png
create mode 100644 log/zPythonScripteTest/err_n_plots/IterPlot__noICVP_Vp__fwi_FWISO_iterate_m_allshots_5_8.png
create mode 100644 log/zPythonScripteTest/err_n_plots/IterPlot__noICVP_Vp__fwi_FWISO_iterate_m_allshots_5_9.png
create mode 100644 log/zPythonScripteTest/err_n_plots/Rho_pointmapping.npy
create mode 100644 log/zPythonScripteTest/err_n_plots/Vp_pointmapping.npy
create mode 100644 log/zPythonScripteTest/err_n_plots/aa_REAL_Init__Rho_.png
create mode 100644 log/zPythonScripteTest/err_n_plots/aa_REAL_Init__Vp_.png
create mode 100644 log/zPythonScripteTest/err_n_plots/aa_REAL_Init__noICVP_.png
create mode 100644 log/zPythonScripteTest/err_n_plots/aa_REAL_Other_Init__Rho_.png
create mode 100644 log/zPythonScripteTest/err_n_plots/aa_REAL_Other_Init__Vp_.png
create mode 100644 log/zPythonScripteTest/err_n_plots/aa_REAL_Other_Init__noICVP_.png
create mode 100644 log/zPythonScripteTest/err_n_plots/errors.py
create mode 100644 log/zPythonScripteTest/err_n_plots/multiLink.bash
create mode 100644 log/zPythonScripteTest/err_n_plots/noICVP_pointmapping.npy
create mode 100644 log/zPythonScripteTest/err_n_plots_multi/FehlerMulti.txt
create mode 100644 log/zPythonScripteTest/err_n_plots_multi/FehlerMultiInfNorm.txt
create mode 100644 log/zPythonScripteTest/err_n_plots_multi/IterPlot__MultiFO_Rho__fwi_CGREGINNCanonic_iterate_m_allshots_5_0.png
create mode 100644 log/zPythonScripteTest/err_n_plots_multi/IterPlot__MultiFO_Rho__fwi_CGREGINNCanonic_iterate_m_allshots_5_1.png
create mode 100644 log/zPythonScripteTest/err_n_plots_multi/IterPlot__MultiFO_Rho__fwi_CGREGINNCanonic_iterate_m_allshots_5_2.png
create mode 100644 log/zPythonScripteTest/err_n_plots_multi/IterPlot__MultiFO_Rho__fwi_CGREGINNCanonic_iterate_m_allshots_5_3.png
create mode 100644 log/zPythonScripteTest/err_n_plots_multi/IterPlot__MultiFO_Rho__fwi_CGREGINNCanonic_iterate_m_allshots_5_4.png
create mode 100644 log/zPythonScripteTest/err_n_plots_multi/IterPlot__MultiFO_Rho__fwi_CGREGINNCanonic_iterate_m_allshots_5_5.png
create mode 100644 log/zPythonScripteTest/err_n_plots_multi/IterPlot__MultiFO_Rho__fwi_CGREGINNCanonic_iterate_m_allshots_5_6.png
create mode 100644 log/zPythonScripteTest/err_n_plots_multi/IterPlot__MultiFO_Rho__fwi_CGREGINNCanonic_iterate_m_allshots_5_7.png
create mode 100644 log/zPythonScripteTest/err_n_plots_multi/IterPlot__MultiFO_Rho__fwi_CGREGINNCanonic_iterate_m_allshots_5_8.png
create mode 100644 log/zPythonScripteTest/err_n_plots_multi/IterPlot__MultiFO_Rho__fwi_CGREGINNCanonic_iterate_m_allshots_5_9.png
create mode 100644 log/zPythonScripteTest/err_n_plots_multi/IterPlot__MultiFO_Vp__fwi_CGREGINNCanonic_iterate_m_allshots_5_0.png
create mode 100644 log/zPythonScripteTest/err_n_plots_multi/IterPlot__MultiFO_Vp__fwi_CGREGINNCanonic_iterate_m_allshots_5_1.png
create mode 100644 log/zPythonScripteTest/err_n_plots_multi/IterPlot__MultiFO_Vp__fwi_CGREGINNCanonic_iterate_m_allshots_5_2.png
create mode 100644 log/zPythonScripteTest/err_n_plots_multi/IterPlot__MultiFO_Vp__fwi_CGREGINNCanonic_iterate_m_allshots_5_3.png
create mode 100644 log/zPythonScripteTest/err_n_plots_multi/IterPlot__MultiFO_Vp__fwi_CGREGINNCanonic_iterate_m_allshots_5_4.png
create mode 100644 log/zPythonScripteTest/err_n_plots_multi/IterPlot__MultiFO_Vp__fwi_CGREGINNCanonic_iterate_m_allshots_5_5.png
create mode 100644 log/zPythonScripteTest/err_n_plots_multi/IterPlot__MultiFO_Vp__fwi_CGREGINNCanonic_iterate_m_allshots_5_6.png
create mode 100644 log/zPythonScripteTest/err_n_plots_multi/IterPlot__MultiFO_Vp__fwi_CGREGINNCanonic_iterate_m_allshots_5_7.png
create mode 100644 log/zPythonScripteTest/err_n_plots_multi/IterPlot__MultiFO_Vp__fwi_CGREGINNCanonic_iterate_m_allshots_5_8.png
create mode 100644 log/zPythonScripteTest/err_n_plots_multi/IterPlot__MultiFO_Vp__fwi_CGREGINNCanonic_iterate_m_allshots_5_9.png
create mode 100644 log/zPythonScripteTest/err_n_plots_multi/IterPlot__MultiSO_Rho__fwi_FWISO_iterate_m_allshots_5_0.png
create mode 100644 log/zPythonScripteTest/err_n_plots_multi/IterPlot__MultiSO_Rho__fwi_FWISO_iterate_m_allshots_5_1.png
create mode 100644 log/zPythonScripteTest/err_n_plots_multi/IterPlot__MultiSO_Rho__fwi_FWISO_iterate_m_allshots_5_2.png
create mode 100644 log/zPythonScripteTest/err_n_plots_multi/IterPlot__MultiSO_Rho__fwi_FWISO_iterate_m_allshots_5_3.png
create mode 100644 log/zPythonScripteTest/err_n_plots_multi/IterPlot__MultiSO_Rho__fwi_FWISO_iterate_m_allshots_5_4.png
create mode 100644 log/zPythonScripteTest/err_n_plots_multi/IterPlot__MultiSO_Rho__fwi_FWISO_iterate_m_allshots_5_5.png
create mode 100644 log/zPythonScripteTest/err_n_plots_multi/IterPlot__MultiSO_Rho__fwi_FWISO_iterate_m_allshots_5_6.png
create mode 100644 log/zPythonScripteTest/err_n_plots_multi/IterPlot__MultiSO_Rho__fwi_FWISO_iterate_m_allshots_5_7.png
create mode 100644 log/zPythonScripteTest/err_n_plots_multi/IterPlot__MultiSO_Rho__fwi_FWISO_iterate_m_allshots_5_8.png
create mode 100644 log/zPythonScripteTest/err_n_plots_multi/IterPlot__MultiSO_Rho__fwi_FWISO_iterate_m_allshots_5_9.png
create mode 100644 log/zPythonScripteTest/err_n_plots_multi/IterPlot__MultiSO_Vp__fwi_FWISO_iterate_m_allshots_5_0.png
create mode 100644 log/zPythonScripteTest/err_n_plots_multi/IterPlot__MultiSO_Vp__fwi_FWISO_iterate_m_allshots_5_1.png
create mode 100644 log/zPythonScripteTest/err_n_plots_multi/IterPlot__MultiSO_Vp__fwi_FWISO_iterate_m_allshots_5_2.png
create mode 100644 log/zPythonScripteTest/err_n_plots_multi/IterPlot__MultiSO_Vp__fwi_FWISO_iterate_m_allshots_5_3.png
create mode 100644 log/zPythonScripteTest/err_n_plots_multi/IterPlot__MultiSO_Vp__fwi_FWISO_iterate_m_allshots_5_4.png
create mode 100644 log/zPythonScripteTest/err_n_plots_multi/IterPlot__MultiSO_Vp__fwi_FWISO_iterate_m_allshots_5_5.png
create mode 100644 log/zPythonScripteTest/err_n_plots_multi/IterPlot__MultiSO_Vp__fwi_FWISO_iterate_m_allshots_5_6.png
create mode 100644 log/zPythonScripteTest/err_n_plots_multi/IterPlot__MultiSO_Vp__fwi_FWISO_iterate_m_allshots_5_7.png
create mode 100644 log/zPythonScripteTest/err_n_plots_multi/IterPlot__MultiSO_Vp__fwi_FWISO_iterate_m_allshots_5_8.png
create mode 100644 log/zPythonScripteTest/err_n_plots_multi/IterPlot__MultiSO_Vp__fwi_FWISO_iterate_m_allshots_5_9.png
create mode 100644 log/zPythonScripteTest/err_n_plots_multi/MultiFO_Rho_pointmapping.npy
create mode 100644 log/zPythonScripteTest/err_n_plots_multi/MultiFO_Vp_pointmapping.npy
create mode 100644 log/zPythonScripteTest/err_n_plots_multi/MultiSO_Rho_pointmapping.npy
create mode 100644 log/zPythonScripteTest/err_n_plots_multi/MultiSO_Vp_pointmapping.npy
create mode 100644 log/zPythonScripteTest/err_n_plots_multi/_REAL_Init__MultiFO_Rho.png
create mode 100644 log/zPythonScripteTest/err_n_plots_multi/_REAL_Init__MultiFO_Vp.png
create mode 100644 log/zPythonScripteTest/err_n_plots_multi/_REAL_Init__MultiSO_Rho.png
create mode 100644 log/zPythonScripteTest/err_n_plots_multi/_REAL_Init__MultiSO_Vp.png
create mode 100644 log/zPythonScripteTest/err_n_plots_multi/errors_multis.py
create mode 100644 tools/plottools/errors.py
create mode 100644 tools/plottools/errorsCSV.py
create mode 100644 tools/plottools/fwiPlot.py
create mode 100644 tools/plottools/fwiPlotLib.py
create mode 100644 tools/plottools/fwiPlot_plotErrors.py
create mode 100644 tools/plottools/plotC2MSD.py
diff --git a/log/2023_06_21_zVp15/RunMpp.sh b/log/2023_06_21_zVp15/RunMpp.sh
new file mode 100644
index 00000000..578cdd07
--- /dev/null
+++ b/log/2023_06_21_zVp15/RunMpp.sh
@@ -0,0 +1,29 @@
+#!/bin/sh
+### Job name
+#SBATCH --job-name=MppFWILennart
+
+### File for the output
+##vorher#SBATCH --output=Mpp%A ???????
+#SBATCH --output=Mpp%A
+
+### Time your job needs to execute
+#SBATCH --time=280:00:00
+
+### Use more than one node for parallel jobs on distributed-memory systems
+###CR Version war 2, 4 geht, sofern genug frei.
+#SBATCH --nodes=8
+###SBATCH --nodes=1
+
+### Number of CPUS per task
+#SBATCH --cpus-per-task=1
+
+### Disable hyperthreading by setting the tasks per core to 1
+#SBATCH --ntasks-per-core=1
+
+#SBATCH --mail-type=ALL
+
+#SBATCH --mail-user=uuwyh@student.kit.edu
+
+### Number of processes per node, in our case
+#SBATCH --ntasks-per-node=16
+mpirun M++
diff --git a/log/2023_06_21_zVp15/_3h50_horst b/log/2023_06_21_zVp15/_3h50_horst
new file mode 100644
index 00000000..e69de29b
diff --git a/log/2023_06_21_zVp15/logfile_zVp15Cutted.log b/log/2023_06_21_zVp15/logfile_zVp15Cutted.log
new file mode 100644
index 00000000..ed9bab63
--- /dev/null
+++ b/log/2023_06_21_zVp15/logfile_zVp15Cutted.log
@@ -0,0 +1,6379 @@
+start program on 128 procs at Wed Jun 21 22:39:11 2023
+Running on: node01
+ reading config: ConfigVerbose........................... 2
+ reading default: enableFileLogging....................... 1
+ reading default: enableScreenLogging..................... 1
+ reading default: precision............................... 8
+ reading default: TimeLevel............................... 0
+ reading config: Model................................... FWIInverse_DGTS
+ reading default: testAAO................................. 0
+ reading config: ForwardSolver........................... VADGTS
+ reading config: ReconstructionType...................... SO
+ reading config: Mesh.................................... SeismogramGrid_test
+ reading config: level................................... 3
+ reading default: plevel.................................. 3
+ reading default: clevel.................................. 3
+ reading config: Distribution............................ RCB
+ reading config: Overlap................................. dG1
+ reading default: Scales.................................. 0
+ reading default: CommSplit............................... 0
+ reading default: DistributionVerbose..................... 0
+ reading default: ClearDistribution....................... 1
+ reading default: MeshesVerbose........................... 1
+ reading default: MeshVerbose............................. 1
+ Overlap: reading default: OverlapVerbose.......................... 0
+ reading default: t0...................................... 0
+ reading config: dt...................................... 0.001
+ reading config: T....................................... 0.6
+ reading config: rkorder................................. -2
+ reading config: SignalName.............................. RickerDerivative
+ reading default: FrequencyFiltering...................... 0
+ reading config: SignalFreq.............................. 25
+ reading default: f_source................................ 25
+ reading default: SourceInversion......................... 0
+ reading config: SignalCutoff............................ 0.8
+ reading config: SignalDelay............................. 0
+ reading default: SaveFilteredSeismogram.................. 0
+ reading default: SaveObservedSeismogram.................. 0
+ reading config: numL.................................... 0
+ reading default: dim..................................... 2
+ reading config: Problem................................. VAcousticWaveC2Benchmark
+ reading default: RealDataLevel........................... 3
+ reading default: InitialIterateLevel..................... 3
+ reading config: deg..................................... 1
+ reading config: parametrization......................... taup
+ reading default: shots................................... -1
+ reading default: SourceStartX............................ -1e+100
+ reading default: SourceStartY............................ -1e+100
+ reading default: SourceEndX.............................. -1e+100
+ reading default: SourceEndY.............................. -1e+100
+ reading default: numberOfSourcesPerShot.................. 1
+ reading config: FWISourceWaypoints...................... 2
+ reading default: FWISourceIncludeLastWaypoint............ 1
+ FWISourceCount0
+ reading config: FWISourceCount0......................... 6
+ reading config: FWISourceWaypoint0...................... 600,370
+ FWISourceCount1
+ reading config: FWISourceWaypoint1...................... 600,1620
+ SOURCE LOCATIONS:
+ 0: ( 600.00000000, 370.00000000)
+
+
+ 1: ( 600.00000000, 620.00000000)
+
+
+ 2: ( 600.00000000, 870.00000000)
+
+
+ 3: ( 600.00000000, 1120)
+
+
+ 4: ( 600.00000000, 1370)
+
+
+ 5: ( 600.00000000, 1620)
+
+
+ reading config: source_factor........................... 242574257420000.5742
+ reading config: Monoparam............................... Vp
+ monoparam =
+ Vp
+ reading default: z_perturb_0............................. 600
+ reading default: z_perturb_1............................. 900
+ reading default: z_perturb_2............................. 1200
+ reading default: z_perturb_0_value....................... 1.05
+ reading default: z_perturb_1_value....................... 1.1
+ reading default: z_perturb_2_value....................... 0.95
+ reading default: x_perturb............................... 900
+ reading default: size_perturb............................ 200
+ reading default: rho_bg.................................. 2000
+ reading default: v_bg.................................... 3500
+ reading default: tau_p_bg................................ 0.02
+ reading default: impedance_bg............................ 1
+ reading config: Qfactor................................. 100
+ alphaValue =
+ 0
+ reading default: FWIPrecon............................... 0
+ reading default: FWIPreconType........................... 0
+ reading default: FWIPreconRegularization................. 1e-08
+ reading config: allowPlotting_M......................... 1
+ reading config: allowPlotting_WF........................ 0
+ reading default: plotFactor.............................. 1
+ reading config: FWIReconstructRho....................... 0
+ reading config: FWIReconstructV_P....................... 1
+ reading config: FWIReconstructTauP...................... 0
+ Mesh Info:
+ Mesh Name: ............................... SeismogramGrid_test
+ Distribution: ............................ RCB
+ Overlap: ................................. dG1
+ CommSplit: ............................... 0
+ Level: ................................... [3, -1, 0]
+ pLevel: .................................. 3
+ Dimension: ............................... 2
+ Cells: ................................... 87040
+ Overlap: ................................. 21472
+ Vertices: ................................ 98560
+ Edges: ................................... 174672
+ Faces: ................................... 218056
+ ProcSets: ................................ 31900
+ Mesh width [min, max]: ................... [12.500000, 29.474346]
+
+ reading default: MatrixGraphVerbose...................... 0
+ reading default: PaddingPML.............................. 0
+ reading config: plot_tStep.............................. -1
+ reading default: plotV................................... 0
+ reading default: plot_rho................................ 1
+ reading default: plot_kappa_0............................ 1
+ reading default: plot_kappa_l............................ 0
+ reading default: plot_velocity........................... 0
+ reading config: compMeasure............................. 0
+ Measure overall pressure p = p_0 + ... + p_L
+ reading default: Specfile................................
+ reading config: FWIReceiverWaypoints.................... 2
+ reading config: FWIReceiverIncludeLastWaypoint.......... 1
+ FWIReceiverCount0
+ reading config: FWIReceiverCount0....................... 64
+ reading config: FWIReceiverWaypoint0.................... 1350.0, 370.0
+ FWIReceiverCount1
+ reading config: FWIReceiverWaypoint1.................... 1350.0, 1630.0
+ ReceiverStart: 0 ReceiverEnd: 0.6 ReceiverDt: 0.001
+ ReceiverStart: 0 ReceiverEnd: 0.6 ReceiverDt: 0.001
+ 0: ( 1350, 370.00000000) 1: ( 1350, 390.00000000)
+ 2: ( 1350, 410.00000000) 3: ( 1350, 430.00000000)
+ 4: ( 1350, 450.00000000) 5: ( 1350, 470.00000000)
+ 6: ( 1350, 490.00000000) 7: ( 1350, 510.00000000)
+ 8: ( 1350, 530.00000000) 9: ( 1350, 550.00000000)
+ 10: ( 1350, 570.00000000) 11: ( 1350, 590.00000000)
+ 12: ( 1350, 610.00000000) 13: ( 1350, 630.00000000)
+ 14: ( 1350, 650.00000000) 15: ( 1350, 670.00000000)
+ 16: ( 1350, 690.00000000) 17: ( 1350, 710.00000000)
+ 18: ( 1350, 730.00000000) 19: ( 1350, 750.00000000)
+ 20: ( 1350, 770.00000000) 21: ( 1350, 790.00000000)
+ 22: ( 1350, 810.00000000) 23: ( 1350, 830.00000000)
+ 24: ( 1350, 850.00000000) 25: ( 1350, 870.00000000)
+ 26: ( 1350, 890.00000000) 27: ( 1350, 910.00000000)
+ 28: ( 1350, 930.00000000) 29: ( 1350, 950.00000000)
+ 30: ( 1350, 970.00000000) 31: ( 1350, 990.00000000)
+ 32: ( 1350, 1010) 33: ( 1350, 1030)
+ 34: ( 1350, 1050) 35: ( 1350, 1070)
+ 36: ( 1350, 1090) 37: ( 1350, 1110)
+ 38: ( 1350, 1130) 39: ( 1350, 1150)
+ 40: ( 1350, 1170) 41: ( 1350, 1190)
+ 42: ( 1350, 1210) 43: ( 1350, 1230)
+ 44: ( 1350, 1250) 45: ( 1350, 1270)
+ 46: ( 1350, 1290) 47: ( 1350, 1310)
+ 48: ( 1350, 1330) 49: ( 1350, 1350)
+ 50: ( 1350, 1370) 51: ( 1350, 1390)
+ 52: ( 1350, 1410) 53: ( 1350, 1430)
+ 54: ( 1350, 1450) 55: ( 1350, 1470)
+ 56: ( 1350, 1490) 57: ( 1350, 1510)
+ 58: ( 1350, 1530) 59: ( 1350, 1550)
+ 60: ( 1350, 1570) 61: ( 1350, 1590)
+ 62: ( 1350, 1610) 63: ( 1350, 1630)
+
+ reading default: UseGardener............................. 0
+ reading default: MeasureComp............................. 0
+ Measure overall pressure p = p_0 + ... + p_L
+ reading default: CountCellsOld........................... 0
+ reading config: useTaper................................ 1
+ reading default: TaperFromFile...........................
+ reading config: taperRadiusSource....................... 0
+ reading default: taperBoxUpper........................... 1e+100
+ reading default: taperBoxLower........................... -1e+100
+ reading default: taperBoxLeft............................ -1e+100
+ reading default: taperBoxRight........................... 1e+100
+ reading config: taperRadiusReceiver..................... 0
+ reading config: taperExponent........................... -0.1
+ reading config: taperIgnoreSourceCells.................. 1
+ reading config: taperIgnoreReceiverCells................ 1
+ reading default: taperRhoMin............................. -1
+ reading default: taperRhoMax............................. -1
+ reading default: taperVpMin.............................. -1
+ reading default: taperVpMax.............................. -1
+ reading default: taperTaupMin............................ -1
+ reading default: taperTaupMax............................ -1
+ reading default: seismopath..............................
+ reading default: PlotVerbose............................. 0
+ reading default: PlotEnabled............................. 0
+ reading default: PlotPrecision........................... 4
+ Time before FWD->createRealData(real, obs); Wed Jun 21 22:39:16 2023
+ Generating Real data for shot 0
+ reading default: AssembleVerbose......................... 1
+ reading default: startTime............................... 0
+ reading default: endTime................................. 1
+ reading default: maxStepSize............................. 1e+100
+ reading default: stepSize................................ 0
+ reading default: minStepSize............................. 0
+ reading default: dt_min.................................. 0
+ reading default: maxSteps................................ 0
+ reading default: steps................................... 0
+ reading default: K....................................... 0
+ reading default: tEps.................................... 1e-15
+ reading default: tTol.................................... 1e-06
+ reading default: upwind.................................. 1
+ reading config: dampingFlux............................. 1
+ reading default: UseCollectTweak......................... 0
+ reading default: Preconditioner_S........................ PointBlockJacobi
+ reading config: LinearSolver............................ LS
+ reading default: PreconditionerVerbose................... 0
+ reading default: PreconditionerDamp...................... 1
+ reading default: PointBlockJacobiLapack.................. 0
+ reading config: LinearVerbose........................... -1
+ reading config: LinearSteps............................. 100
+ reading config: LinearEpsilon........................... 1e-12
+ reading config: LinearReduction......................... 0.0001
+ reading default: LinearMinimalStepNumber................. 0
+ reading default: LinearPrintSteps........................ 800
+ reading default: TimeIntegratorVerbose................... 1
+ Initialization: 0.09 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 7.59 seconds
+ Generating Real data for shot 1
+ Initialization: 0.08 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 7.54 seconds
+ Generating Real data for shot 2
+ Initialization: 0.08 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 7.50 seconds
+ Generating Real data for shot 3
+ Initialization: 0.08 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 7.48 seconds
+ Generating Real data for shot 4
+ Initialization: 0.09 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 7.51 seconds
+ Generating Real data for shot 5
+ Initialization: 0.08 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 7.60 seconds
+ Time after FWD->createRealData(real, obs); Wed Jun 21 22:40:01 2023
+ FWISourceCount0
+ FWISourceCount1
+ SOURCE LOCATIONS:
+ 0: ( 600.00000000, 370.00000000)
+
+
+ 1: ( 600.00000000, 620.00000000)
+
+
+ 2: ( 600.00000000, 870.00000000)
+
+
+ 3: ( 600.00000000, 1120)
+
+
+ 4: ( 600.00000000, 1370)
+
+
+ 5: ( 600.00000000, 1620)
+
+
+ monoparam =
+ Vp
+ alphaValue =
+ 0
+ Frequency Filter to: -1
+
+
+ Mesh Info:
+ Mesh Name: ............................... SeismogramGrid_test
+ Distribution: ............................ RCB
+ Overlap: ................................. dG1
+ CommSplit: ............................... 0
+ Level: ................................... [3, -1, 0]
+ pLevel: .................................. 3
+ Dimension: ............................... 2
+ Cells: ................................... 87040
+ Overlap: ................................. 21472
+ Vertices: ................................ 98560
+ Edges: ................................... 174672
+ Faces: ................................... 218056
+ ProcSets: ................................ 31900
+ Mesh width [min, max]: ................... [12.500000, 29.474346]
+
+ Measure overall pressure p = p_0 + ... + p_L
+ FWIReceiverCount0
+ FWIReceiverCount1
+ ReceiverStart: 0 ReceiverEnd: 0.6 ReceiverDt: 0.001
+ ReceiverStart: 0 ReceiverEnd: 0.6 ReceiverDt: 0.001
+ 0: ( 1350, 370.00000000) 1: ( 1350, 390.00000000)
+ 2: ( 1350, 410.00000000) 3: ( 1350, 430.00000000)
+ 4: ( 1350, 450.00000000) 5: ( 1350, 470.00000000)
+ 6: ( 1350, 490.00000000) 7: ( 1350, 510.00000000)
+ 8: ( 1350, 530.00000000) 9: ( 1350, 550.00000000)
+ 10: ( 1350, 570.00000000) 11: ( 1350, 590.00000000)
+ 12: ( 1350, 610.00000000) 13: ( 1350, 630.00000000)
+ 14: ( 1350, 650.00000000) 15: ( 1350, 670.00000000)
+ 16: ( 1350, 690.00000000) 17: ( 1350, 710.00000000)
+ 18: ( 1350, 730.00000000) 19: ( 1350, 750.00000000)
+ 20: ( 1350, 770.00000000) 21: ( 1350, 790.00000000)
+ 22: ( 1350, 810.00000000) 23: ( 1350, 830.00000000)
+ 24: ( 1350, 850.00000000) 25: ( 1350, 870.00000000)
+ 26: ( 1350, 890.00000000) 27: ( 1350, 910.00000000)
+ 28: ( 1350, 930.00000000) 29: ( 1350, 950.00000000)
+ 30: ( 1350, 970.00000000) 31: ( 1350, 990.00000000)
+ 32: ( 1350, 1010) 33: ( 1350, 1030)
+ 34: ( 1350, 1050) 35: ( 1350, 1070)
+ 36: ( 1350, 1090) 37: ( 1350, 1110)
+ 38: ( 1350, 1130) 39: ( 1350, 1150)
+ 40: ( 1350, 1170) 41: ( 1350, 1190)
+ 42: ( 1350, 1210) 43: ( 1350, 1230)
+ 44: ( 1350, 1250) 45: ( 1350, 1270)
+ 46: ( 1350, 1290) 47: ( 1350, 1310)
+ 48: ( 1350, 1330) 49: ( 1350, 1350)
+ 50: ( 1350, 1370) 51: ( 1350, 1390)
+ 52: ( 1350, 1410) 53: ( 1350, 1430)
+ 54: ( 1350, 1450) 55: ( 1350, 1470)
+ 56: ( 1350, 1490) 57: ( 1350, 1510)
+ 58: ( 1350, 1530) 59: ( 1350, 1550)
+ 60: ( 1350, 1570) 61: ( 1350, 1590)
+ 62: ( 1350, 1610) 63: ( 1350, 1630)
+
+ Measure overall pressure p = p_0 + ... + p_L
+ reading default: loadInitialModelFromFile................ 0
+ reading default: loadRealModelFromFile................... 0
+ reading config: FWINonlinearSolver...................... FWISO
+ reading default: FWI_MaxInnerLoopSteps_FWISO............. 10
+ reading default: FWI_Gamma_FWISO......................... 0.9
+ reading default: FWI_Damping_FWISO....................... 1
+ reading default: FWI_ThetaMax_FWISO...................... 1
+ reading default: FWI_ThetaInitial_FWISO.................. 0.4
+ reading default: FWI_RegularizationStrategy_FWISO........ 0
+ reading default: FWISO_Verbose........................... 1
+ reading config: FWISO_Steps............................. 15
+ reading default: FWISO_LineSearchSteps................... 3
+ reading default: FWISO_Epsilon........................... 1e-10
+ reading default: FWISO_Reduction......................... 1e-05
+ reading default: FWISO_MinimalStepNumber................. 0
+ reading default: FWI_Precon.............................. 0
+ reading default: FWI_HierarchyLevel...................... -1
+ reading default: FWI_SaveAdjointWF....................... 0
+ reading default: FWI_SaveSeis............................ 0
+ reading config: FWI_DebugPlottingLevel.................. 1
+ reading default: FWI_BacktrackingFactor.................. 0.5
+ reading default: FWI_BacktrackingActivated............... 0
+ Memory Usage at start10375
+ reading default: WriteSeismoToFileEvery.................. 2147483647
+ Initialize Subproblems 10380
+ Starting the Loops with max_iter: 15 and num_problems 6
+
+
+ Iteration Main Looop Counting Variable iter: 0
+
+ iteration: 0 PROBLEM Number: 0
+ FWISO problem 0: d(0)
+ shot: 0: Solving forward problem...
+ Initialization: 0.09 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 7.62 seconds
+ Assembling Linearized Operators
+ Assembling Linearized Operators
+ Done!
+ Done!
+ after NonlinearEvaluation 10508
+ state_comps =
+ 1
+ Prä-Residuumnorm: 223163.4
+ Inner Loop: : FIRST ORDER Inner Loop with Abbruchkriterium Residuum zu erreichen 223163.4 und m_max 1
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.39 seconds
+ Initialization: 0.06 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.68 seconds
+ Inner Loop: : InnerCG resNorm : 106203.8
+ Inner Loop: : Time needed for inner loop: 19.17 seconds
+ Inner Loop: : Innere Schleife No. 0/1 : 1 brauchte 1 = m innere Iterationen
+ Inner Loop: : 19.17 seconds
+ Residuumnorm 1: 106203.8
+ ----- Intermezzo: Change Operators and Recalculate Residuum -----
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.66 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.83 seconds
+ Initialization: 0.06 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.93 seconds
+ Intermezzo Residuum: 93113.706
+ ----- Intermezzo Ende -----
+ Inner Loop: : PSI Inner Loop with Abbruchkriterium Residuum zu erreichen 223163.4 und m_max 1
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.76 seconds
+ PhiAdjSO: : Starting ImplicitMidpointRule (Order=2)
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.48 seconds
+ PhiAdjSO: : 18.93 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.61 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.86 seconds
+ Initialization: 0.08 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 10.06 seconds
+ Inner Loop: : InnerCG resNorm : 63844.515
+ Inner Loop: : Time needed for inner loop: 58.65 seconds
+ Inner Loop: : Innere Schleife No. 0/1 : 0 brauchte 1 = m innere Iterationen
+ Inner Loop: : 58.65 seconds
+ FWISO Subproblem: 0: d(0): Finished first / second inner loop ( 1, 1 steps )
+ *************************************
+ Residuumnorm 2: 63844.515
+ reading default: PlotFactorIterates...................... 1
+ reading default: PlotShot................................ -1
+
+ iteration: 0 PROBLEM Number: 1
+ FWISO problem 1: d(0)
+ shot: 1: Solving forward problem...
+ Initialization: 0.07 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 7.57 seconds
+ Assembling Linearized Operators
+ Assembling Linearized Operators
+ Done!
+ Done!
+ after NonlinearEvaluation 27713
+ state_comps =
+ 1
+ Prä-Residuumnorm: 157344.78
+ Inner Loop: : FIRST ORDER Inner Loop with Abbruchkriterium Residuum zu erreichen 157344.78 und m_max 1
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.35 seconds
+ Initialization: 0.06 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.58 seconds
+ Inner Loop: : InnerCG resNorm : 92061.622
+ Inner Loop: : Time needed for inner loop: 19.02 seconds
+ Inner Loop: : Innere Schleife No. 0/1 : 1 brauchte 1 = m innere Iterationen
+ Inner Loop: : 19.02 seconds
+ Residuumnorm 1: 92061.622
+ ----- Intermezzo: Change Operators and Recalculate Residuum -----
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.80 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.60 seconds
+ Initialization: 0.06 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.92 seconds
+ Intermezzo Residuum: 85987.134
+ ----- Intermezzo Ende -----
+ Inner Loop: : PSI Inner Loop with Abbruchkriterium Residuum zu erreichen 157344.78 und m_max 1
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.66 seconds
+ PhiAdjSO: : Starting ImplicitMidpointRule (Order=2)
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.50 seconds
+ PhiAdjSO: : 18.86 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.72 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.70 seconds
+ Initialization: 0.06 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.95 seconds
+ Inner Loop: : InnerCG resNorm : 59620.641
+ Inner Loop: : Time needed for inner loop: 58.27 seconds
+ Inner Loop: : Innere Schleife No. 0/1 : 0 brauchte 1 = m innere Iterationen
+ Inner Loop: : 58.27 seconds
+ FWISO Subproblem: 1: d(0): Finished first / second inner loop ( 1, 1 steps )
+ *************************************
+ Residuumnorm 2: 59620.641
+
+ iteration: 0 PROBLEM Number: 2
+ FWISO problem 2: d(0)
+ shot: 2: Solving forward problem...
+ Initialization: 0.07 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 7.53 seconds
+ Assembling Linearized Operators
+ Assembling Linearized Operators
+ Done!
+ Done!
+ after NonlinearEvaluation 29351
+ state_comps =
+ 1
+ Prä-Residuumnorm: 177771.59
+ Inner Loop: : FIRST ORDER Inner Loop with Abbruchkriterium Residuum zu erreichen 177771.59 und m_max 1
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.33 seconds
+ Initialization: 0.07 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.60 seconds
+ Inner Loop: : InnerCG resNorm : 106962.45
+ Inner Loop: : Time needed for inner loop: 19.01 seconds
+ Inner Loop: : Innere Schleife No. 0/1 : 1 brauchte 1 = m innere Iterationen
+ Inner Loop: : 19.01 seconds
+ Residuumnorm 1: 106962.45
+ ----- Intermezzo: Change Operators and Recalculate Residuum -----
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.68 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.74 seconds
+ Initialization: 0.06 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.91 seconds
+ Intermezzo Residuum: 100352.99
+ ----- Intermezzo Ende -----
+ Inner Loop: : PSI Inner Loop with Abbruchkriterium Residuum zu erreichen 177771.59 und m_max 1
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.61 seconds
+ PhiAdjSO: : Starting ImplicitMidpointRule (Order=2)
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.52 seconds
+ PhiAdjSO: : 18.89 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.65 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.71 seconds
+ Initialization: 0.05 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 10.00 seconds
+ Inner Loop: : InnerCG resNorm : 63211.404
+ Inner Loop: : Time needed for inner loop: 58.27 seconds
+ Inner Loop: : Innere Schleife No. 0/1 : 0 brauchte 1 = m innere Iterationen
+ Inner Loop: : 58.27 seconds
+ FWISO Subproblem: 2: d(0): Finished first / second inner loop ( 1, 1 steps )
+ *************************************
+ Residuumnorm 2: 63211.404
+
+ iteration: 0 PROBLEM Number: 3
+ FWISO problem 3: d(0)
+ shot: 3: Solving forward problem...
+ Initialization: 0.07 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 7.56 seconds
+ Assembling Linearized Operators
+ Assembling Linearized Operators
+ Done!
+ Done!
+ after NonlinearEvaluation 29648
+ state_comps =
+ 1
+ Prä-Residuumnorm: 208269.18
+ Inner Loop: : FIRST ORDER Inner Loop with Abbruchkriterium Residuum zu erreichen 208269.18 und m_max 1
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.35 seconds
+ Initialization: 0.06 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.63 seconds
+ Inner Loop: : InnerCG resNorm : 87316.381
+ Inner Loop: : Time needed for inner loop: 19.06 seconds
+ Inner Loop: : Innere Schleife No. 0/1 : 1 brauchte 1 = m innere Iterationen
+ Inner Loop: : 19.06 seconds
+ Residuumnorm 1: 87316.381
+ ----- Intermezzo: Change Operators and Recalculate Residuum -----
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.67 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.67 seconds
+ Initialization: 0.06 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 10.04 seconds
+ Intermezzo Residuum: 86444.268
+ ----- Intermezzo Ende -----
+ Inner Loop: : PSI Inner Loop with Abbruchkriterium Residuum zu erreichen 208269.18 und m_max 1
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.62 seconds
+ PhiAdjSO: : Starting ImplicitMidpointRule (Order=2)
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.58 seconds
+ PhiAdjSO: : 18.98 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.61 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.73 seconds
+ Initialization: 0.06 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 10.05 seconds
+ Inner Loop: : InnerCG resNorm : 58365.165
+ Inner Loop: : Time needed for inner loop: 58.36 seconds
+ Inner Loop: : Innere Schleife No. 0/1 : 0 brauchte 1 = m innere Iterationen
+ Inner Loop: : 58.36 seconds
+ FWISO Subproblem: 3: d(0): Finished first / second inner loop ( 1, 1 steps )
+ *************************************
+ Residuumnorm 2: 58365.165
+
+ iteration: 0 PROBLEM Number: 4
+ FWISO problem 4: d(0)
+ shot: 4: Solving forward problem...
+ Initialization: 0.07 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 7.56 seconds
+ Assembling Linearized Operators
+ Assembling Linearized Operators
+ Done!
+ Done!
+ after NonlinearEvaluation 30197
+ state_comps =
+ 1
+ Prä-Residuumnorm: 189591.52
+ Inner Loop: : FIRST ORDER Inner Loop with Abbruchkriterium Residuum zu erreichen 189591.52 und m_max 1
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.34 seconds
+ Initialization: 0.06 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.70 seconds
+ Inner Loop: : InnerCG resNorm : 85248.504
+ Inner Loop: : Time needed for inner loop: 19.12 seconds
+ Inner Loop: : Innere Schleife No. 0/1 : 1 brauchte 1 = m innere Iterationen
+ Inner Loop: : 19.12 seconds
+ Residuumnorm 1: 85248.504
+ ----- Intermezzo: Change Operators and Recalculate Residuum -----
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.65 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.75 seconds
+ Initialization: 0.06 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 10.08 seconds
+ Intermezzo Residuum: 73509.834
+ ----- Intermezzo Ende -----
+ Inner Loop: : PSI Inner Loop with Abbruchkriterium Residuum zu erreichen 189591.52 und m_max 1
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.68 seconds
+ PhiAdjSO: : Starting ImplicitMidpointRule (Order=2)
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.52 seconds
+ PhiAdjSO: : 18.94 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.63 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.74 seconds
+ Initialization: 0.08 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 10.05 seconds
+ Inner Loop: : InnerCG resNorm : 50798.767
+ Inner Loop: : Time needed for inner loop: 58.42 seconds
+ Inner Loop: : Innere Schleife No. 0/1 : 0 brauchte 1 = m innere Iterationen
+ Inner Loop: : 58.43 seconds
+ FWISO Subproblem: 4: d(0): Finished first / second inner loop ( 1, 1 steps )
+ *************************************
+ Residuumnorm 2: 50798.767
+
+ iteration: 0 PROBLEM Number: 5
+ FWISO problem 5: d(0)
+ shot: 5: Solving forward problem...
+ Initialization: 0.07 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 7.72 seconds
+ Assembling Linearized Operators
+ Assembling Linearized Operators
+ Done!
+ Done!
+ after NonlinearEvaluation 30715
+ state_comps =
+ 1
+ Prä-Residuumnorm: 122569.1
+ Inner Loop: : FIRST ORDER Inner Loop with Abbruchkriterium Residuum zu erreichen 122569.1 und m_max 1
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.35 seconds
+ Initialization: 0.06 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.72 seconds
+ Inner Loop: : InnerCG resNorm : 54780.636
+ Inner Loop: : Time needed for inner loop: 19.15 seconds
+ Inner Loop: : Innere Schleife No. 0/1 : 1 brauchte 1 = m innere Iterationen
+ Inner Loop: : 19.15 seconds
+ Residuumnorm 1: 54780.636
+ ----- Intermezzo: Change Operators and Recalculate Residuum -----
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.71 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.72 seconds
+ Initialization: 0.07 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 10.12 seconds
+ Intermezzo Residuum: 60250.964
+ ----- Intermezzo Ende -----
+ Inner Loop: : PSI Inner Loop with Abbruchkriterium Residuum zu erreichen 122569.1 und m_max 1
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.79 seconds
+ PhiAdjSO: : Starting ImplicitMidpointRule (Order=2)
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.55 seconds
+ PhiAdjSO: : 19.00 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.63 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.71 seconds
+ Initialization: 0.07 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 10.07 seconds
+ Inner Loop: : InnerCG resNorm : 40852.39
+ Inner Loop: : Time needed for inner loop: 58.61 seconds
+ Inner Loop: : Innere Schleife No. 0/1 : 0 brauchte 1 = m innere Iterationen
+ Inner Loop: : 58.61 seconds
+ FWISO Subproblem: 5: d(0): Finished first / second inner loop ( 1, 1 steps )
+ *************************************
+ Residuumnorm 2: 40852.39
+
+
+ Iteration Main Looop Counting Variable iter: 1
+
+ iteration: 1 PROBLEM Number: 0
+ FWISO problem 0: d(1)
+ shot: 0: Solving forward problem...
+ Initialization: 0.07 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 7.77 seconds
+ Assembling Linearized Operators
+ Assembling Linearized Operators
+ Done!
+ Done!
+ after NonlinearEvaluation 30793
+ Prä-Residuumnorm: 69584.003
+ Inner Loop: : FIRST ORDER Inner Loop with Abbruchkriterium Residuum zu erreichen 21696.809 und m_max 2
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.38 seconds
+ Initialization: 0.06 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.71 seconds
+ Inner Loop: : InnerCG resNorm : 35396.843
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.31 seconds
+ Initialization: 0.05 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.71 seconds
+ Inner Loop: : InnerCG resNorm : 26613.829
+ Inner Loop: : Time needed for inner loop: 38.26 seconds
+ Inner Loop: : Innere Schleife No. 0/1 : 1 brauchte 2 = m innere Iterationen
+ Inner Loop: : 38.26 seconds
+ Residuumnorm 1: 26613.829
+ ----- Intermezzo: Change Operators and Recalculate Residuum -----
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.77 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.76 seconds
+ Initialization: 0.06 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 10.07 seconds
+ Intermezzo Residuum: 27452.949
+ ----- Intermezzo Ende -----
+ Inner Loop: : PSI Inner Loop with Abbruchkriterium Residuum zu erreichen 21696.809 und m_max 2
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.74 seconds
+ PhiAdjSO: : Starting ImplicitMidpointRule (Order=2)
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.57 seconds
+ PhiAdjSO: : 18.99 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.75 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.70 seconds
+ Initialization: 0.08 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 10.08 seconds
+ Inner Loop: : InnerCG resNorm : 22763.528
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.71 seconds
+ PhiAdjSO: : Starting ImplicitMidpointRule (Order=2)
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.55 seconds
+ PhiAdjSO: : 19.00 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.74 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.70 seconds
+ Initialization: 0.07 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 10.11 seconds
+ Inner Loop: : InnerCG resNorm : 19168.672
+ Inner Loop: : Time needed for inner loop: 1:57.22 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 0 brauchte 2 = m innere Iterationen
+ Inner Loop: : 1:57.22 minutes
+ FWISO Subproblem: 0: d(1): Finished first / second inner loop ( 2, 2 steps )
+ *************************************
+ Residuumnorm 2: 19168.672
+
+ iteration: 1 PROBLEM Number: 1
+ FWISO problem 1: d(1)
+ shot: 1: Solving forward problem...
+ Initialization: 0.07 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 7.59 seconds
+ Assembling Linearized Operators
+ Assembling Linearized Operators
+ Done!
+ Done!
+ after NonlinearEvaluation 30838
+ Prä-Residuumnorm: 54301.754
+ Inner Loop: : FIRST ORDER Inner Loop with Abbruchkriterium Residuum zu erreichen 18740.25 und m_max 2
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.35 seconds
+ Initialization: 0.06 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.59 seconds
+ Inner Loop: : InnerCG resNorm : 30079.702
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.36 seconds
+ Initialization: 0.06 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.60 seconds
+ Inner Loop: : InnerCG resNorm : 22465.999
+ Inner Loop: : Time needed for inner loop: 38.06 seconds
+ Inner Loop: : Innere Schleife No. 0/1 : 1 brauchte 2 = m innere Iterationen
+ Inner Loop: : 38.06 seconds
+ Residuumnorm 1: 22465.999
+ ----- Intermezzo: Change Operators and Recalculate Residuum -----
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.65 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.60 seconds
+ Initialization: 0.06 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.95 seconds
+ Intermezzo Residuum: 22862.195
+ ----- Intermezzo Ende -----
+ Inner Loop: : PSI Inner Loop with Abbruchkriterium Residuum zu erreichen 18740.25 und m_max 2
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.62 seconds
+ PhiAdjSO: : Starting ImplicitMidpointRule (Order=2)
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.58 seconds
+ PhiAdjSO: : 19.03 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.64 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.64 seconds
+ Initialization: 0.06 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.96 seconds
+ Inner Loop: : InnerCG resNorm : 18686.182
+ Inner Loop: : Time needed for inner loop: 58.25 seconds
+ Inner Loop: : Innere Schleife No. 0/1 : 0 brauchte 1 = m innere Iterationen
+ Inner Loop: : 58.25 seconds
+ FWISO Subproblem: 1: d(1): Finished first / second inner loop ( 2, 1 steps )
+ *************************************
+ Residuumnorm 2: 18686.182
+
+ iteration: 1 PROBLEM Number: 2
+ FWISO problem 2: d(1)
+ shot: 2: Solving forward problem...
+ Initialization: 0.07 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 7.56 seconds
+ Assembling Linearized Operators
+ Assembling Linearized Operators
+ Done!
+ Done!
+ after NonlinearEvaluation 30931
+ Prä-Residuumnorm: 49539.969
+ Inner Loop: : FIRST ORDER Inner Loop with Abbruchkriterium Residuum zu erreichen 13805.403 und m_max 2
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.32 seconds
+ Initialization: 0.06 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.64 seconds
+ Inner Loop: : InnerCG resNorm : 26947.75
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.32 seconds
+ Initialization: 0.06 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.66 seconds
+ Inner Loop: : InnerCG resNorm : 20777.068
+ Inner Loop: : Time needed for inner loop: 38.11 seconds
+ Inner Loop: : Innere Schleife No. 0/1 : 1 brauchte 2 = m innere Iterationen
+ Inner Loop: : 38.11 seconds
+ Residuumnorm 1: 20777.068
+ ----- Intermezzo: Change Operators and Recalculate Residuum -----
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.62 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.64 seconds
+ Initialization: 0.06 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.89 seconds
+ Intermezzo Residuum: 21501.775
+ ----- Intermezzo Ende -----
+ Inner Loop: : PSI Inner Loop with Abbruchkriterium Residuum zu erreichen 13805.403 und m_max 2
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.69 seconds
+ PhiAdjSO: : Starting ImplicitMidpointRule (Order=2)
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.60 seconds
+ PhiAdjSO: : 19.00 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.63 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.60 seconds
+ Initialization: 0.06 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.93 seconds
+ Inner Loop: : InnerCG resNorm : 18189.382
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.70 seconds
+ PhiAdjSO: : Starting ImplicitMidpointRule (Order=2)
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.62 seconds
+ PhiAdjSO: : 19.02 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.66 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.60 seconds
+ Initialization: 0.06 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.93 seconds
+ Inner Loop: : InnerCG resNorm : 13711.506
+ Inner Loop: : Time needed for inner loop: 1:56.52 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 0 brauchte 2 = m innere Iterationen
+ Inner Loop: : 1:56.52 minutes
+ FWISO Subproblem: 2: d(1): Finished first / second inner loop ( 2, 2 steps )
+ *************************************
+ Residuumnorm 2: 13711.506
+
+ iteration: 1 PROBLEM Number: 3
+ FWISO problem 3: d(1)
+ shot: 3: Solving forward problem...
+ Initialization: 0.07 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 7.57 seconds
+ Assembling Linearized Operators
+ Assembling Linearized Operators
+ Done!
+ Done!
+ after NonlinearEvaluation 31043
+ Prä-Residuumnorm: 33610.496
+ Inner Loop: : FIRST ORDER Inner Loop with Abbruchkriterium Residuum zu erreichen 5424.0644 und m_max 2
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.33 seconds
+ Initialization: 0.06 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.58 seconds
+ Inner Loop: : InnerCG resNorm : 22986.895
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.36 seconds
+ Initialization: 0.07 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.71 seconds
+ Inner Loop: : InnerCG resNorm : 16379.024
+ Inner Loop: : Time needed for inner loop: 38.14 seconds
+ Inner Loop: : Innere Schleife No. 0/1 : 1 brauchte 2 = m innere Iterationen
+ Inner Loop: : 38.14 seconds
+ Residuumnorm 1: 16379.024
+ ----- Intermezzo: Change Operators and Recalculate Residuum -----
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.61 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.61 seconds
+ Initialization: 0.06 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.87 seconds
+ Intermezzo Residuum: 16415.946
+ ----- Intermezzo Ende -----
+ Inner Loop: : PSI Inner Loop with Abbruchkriterium Residuum zu erreichen 5424.0644 und m_max 2
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.62 seconds
+ PhiAdjSO: : Starting ImplicitMidpointRule (Order=2)
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.60 seconds
+ PhiAdjSO: : 19.06 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.77 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.60 seconds
+ Initialization: 0.06 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 10.00 seconds
+ Inner Loop: : InnerCG resNorm : 13894.469
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.63 seconds
+ PhiAdjSO: : Starting ImplicitMidpointRule (Order=2)
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.59 seconds
+ PhiAdjSO: : 18.95 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.66 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.59 seconds
+ Initialization: 0.06 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 10.03 seconds
+ Inner Loop: : InnerCG resNorm : 10795.661
+ Inner Loop: : Time needed for inner loop: 1:56.76 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 0 brauchte 2 = m innere Iterationen
+ Inner Loop: : 1:56.76 minutes
+ FWISO Subproblem: 3: d(1): Finished first / second inner loop ( 2, 2 steps )
+ *************************************
+ Residuumnorm 2: 10795.661
+
+ iteration: 1 PROBLEM Number: 4
+ FWISO problem 4: d(1)
+ shot: 4: Solving forward problem...
+ Initialization: 0.07 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 7.50 seconds
+ Assembling Linearized Operators
+ Assembling Linearized Operators
+ Done!
+ Done!
+ after NonlinearEvaluation 31077
+ Prä-Residuumnorm: 35082.966
+ Inner Loop: : FIRST ORDER Inner Loop with Abbruchkriterium Residuum zu erreichen 6491.9279 und m_max 2
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.32 seconds
+ Initialization: 0.06 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.62 seconds
+ Inner Loop: : InnerCG resNorm : 24951.603
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.31 seconds
+ Initialization: 0.07 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.59 seconds
+ Inner Loop: : InnerCG resNorm : 16600.29
+ Inner Loop: : Time needed for inner loop: 38.00 seconds
+ Inner Loop: : Innere Schleife No. 0/1 : 1 brauchte 2 = m innere Iterationen
+ Inner Loop: : 38.00 seconds
+ Residuumnorm 1: 16600.29
+ ----- Intermezzo: Change Operators and Recalculate Residuum -----
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.60 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.61 seconds
+ Initialization: 0.06 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.89 seconds
+ Intermezzo Residuum: 16472.706
+ ----- Intermezzo Ende -----
+ Inner Loop: : PSI Inner Loop with Abbruchkriterium Residuum zu erreichen 6491.9279 und m_max 2
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.64 seconds
+ PhiAdjSO: : Starting ImplicitMidpointRule (Order=2)
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.55 seconds
+ PhiAdjSO: : 18.96 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.60 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.65 seconds
+ Initialization: 0.06 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.91 seconds
+ Inner Loop: : InnerCG resNorm : 13652.963
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.61 seconds
+ PhiAdjSO: : Starting ImplicitMidpointRule (Order=2)
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.56 seconds
+ PhiAdjSO: : 18.99 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.61 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.64 seconds
+ Initialization: 0.06 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.93 seconds
+ Inner Loop: : InnerCG resNorm : 11222.948
+ Inner Loop: : Time needed for inner loop: 1:56.29 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 0 brauchte 2 = m innere Iterationen
+ Inner Loop: : 1:56.29 minutes
+ FWISO Subproblem: 4: d(1): Finished first / second inner loop ( 2, 2 steps )
+ *************************************
+ Residuumnorm 2: 11222.948
+
+ iteration: 1 PROBLEM Number: 5
+ FWISO problem 5: d(1)
+ shot: 5: Solving forward problem...
+ Initialization: 0.07 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 7.63 seconds
+ Assembling Linearized Operators
+ Assembling Linearized Operators
+ Done!
+ Done!
+ after NonlinearEvaluation 31123
+ Prä-Residuumnorm: 33538.085
+ Inner Loop: : FIRST ORDER Inner Loop with Abbruchkriterium Residuum zu erreichen 9176.8899 und m_max 2
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.33 seconds
+ Initialization: 0.06 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.65 seconds
+ Inner Loop: : InnerCG resNorm : 22744.548
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.28 seconds
+ Initialization: 0.06 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.69 seconds
+ Inner Loop: : InnerCG resNorm : 16814.299
+ Inner Loop: : Time needed for inner loop: 38.12 seconds
+ Inner Loop: : Innere Schleife No. 0/1 : 1 brauchte 2 = m innere Iterationen
+ Inner Loop: : 38.12 seconds
+ Residuumnorm 1: 16814.299
+ ----- Intermezzo: Change Operators and Recalculate Residuum -----
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.68 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.75 seconds
+ Initialization: 0.06 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 10.02 seconds
+ Intermezzo Residuum: 16507.874
+ ----- Intermezzo Ende -----
+ Inner Loop: : PSI Inner Loop with Abbruchkriterium Residuum zu erreichen 9176.8899 und m_max 2
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.70 seconds
+ PhiAdjSO: : Starting ImplicitMidpointRule (Order=2)
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.62 seconds
+ PhiAdjSO: : 19.05 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.66 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.64 seconds
+ Initialization: 0.05 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 10.04 seconds
+ Inner Loop: : InnerCG resNorm : 13096.053
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.71 seconds
+ PhiAdjSO: : Starting ImplicitMidpointRule (Order=2)
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.57 seconds
+ PhiAdjSO: : 18.95 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.69 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.68 seconds
+ Initialization: 0.06 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 10.00 seconds
+ Inner Loop: : InnerCG resNorm : 11089.985
+ Inner Loop: : Time needed for inner loop: 1:56.94 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 0 brauchte 2 = m innere Iterationen
+ Inner Loop: : 1:56.94 minutes
+ FWISO Subproblem: 5: d(1): Finished first / second inner loop ( 2, 2 steps )
+ *************************************
+ Residuumnorm 2: 11089.985
+
+
+ Iteration Main Looop Counting Variable iter: 2
+
+ iteration: 2 PROBLEM Number: 0
+ FWISO problem 0: d(2)
+ shot: 0: Solving forward problem...
+ Initialization: 0.07 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 7.67 seconds
+ Assembling Linearized Operators
+ Assembling Linearized Operators
+ Done!
+ Done!
+ after NonlinearEvaluation 31242
+ Prä-Residuumnorm: 18240
+ Inner Loop: : FIRST ORDER Inner Loop with Abbruchkriterium Residuum zu erreichen 11963.683 und m_max 3
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.31 seconds
+ Initialization: 0.06 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.64 seconds
+ Inner Loop: : InnerCG resNorm : 14017.439
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.31 seconds
+ Initialization: 0.06 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.61 seconds
+ Inner Loop: : InnerCG resNorm : 12021.187
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.29 seconds
+ Initialization: 0.06 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.66 seconds
+ Inner Loop: : InnerCG resNorm : 9029.0285
+ Inner Loop: : Time needed for inner loop: 57.06 seconds
+ Inner Loop: : Innere Schleife No. 0/1 : 1 brauchte 3 = m innere Iterationen
+ Inner Loop: : 57.06 seconds
+ Residuumnorm 1: 9029.0285
+ ----- Intermezzo: Change Operators and Recalculate Residuum -----
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.65 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.68 seconds
+ Initialization: 0.06 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.97 seconds
+ Intermezzo Residuum: 9031.6483
+ ----- Intermezzo Ende -----
+ Inner Loop: : PSI Inner Loop with Abbruchkriterium Residuum zu erreichen 11963.683 und m_max 3
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.62 seconds
+ PhiAdjSO: : Starting ImplicitMidpointRule (Order=2)
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.56 seconds
+ PhiAdjSO: : 18.97 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.67 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.67 seconds
+ Initialization: 0.06 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 10.07 seconds
+ Inner Loop: : InnerCG resNorm : 8166.7252
+ Inner Loop: : Time needed for inner loop: 58.39 seconds
+ Inner Loop: : Innere Schleife No. 0/1 : 0 brauchte 1 = m innere Iterationen
+ Inner Loop: : 58.39 seconds
+ FWISO Subproblem: 0: d(2): Finished first / second inner loop ( 3, 1 steps )
+ *************************************
+ Residuumnorm 2: 8166.7252
+
+ iteration: 2 PROBLEM Number: 1
+ FWISO problem 1: d(2)
+ shot: 1: Solving forward problem...
+ Initialization: 0.07 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 7.57 seconds
+ Assembling Linearized Operators
+ Assembling Linearized Operators
+ Done!
+ Done!
+ after NonlinearEvaluation 31322
+ Prä-Residuumnorm: 23162.658
+ Inner Loop: : FIRST ORDER Inner Loop with Abbruchkriterium Residuum zu erreichen 15578.198 und m_max 3
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.30 seconds
+ Initialization: 0.06 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.60 seconds
+ Inner Loop: : InnerCG resNorm : 12446.381
+ Inner Loop: : Time needed for inner loop: 18.98 seconds
+ Inner Loop: : Innere Schleife No. 0/1 : 1 brauchte 1 = m innere Iterationen
+ Inner Loop: : 18.98 seconds
+ Residuumnorm 1: 12446.381
+ ----- Intermezzo: Change Operators and Recalculate Residuum -----
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.61 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.54 seconds
+ Initialization: 0.06 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.99 seconds
+ Intermezzo Residuum: 12436.811
+ ----- Intermezzo Ende -----
+ Inner Loop: : PSI Inner Loop with Abbruchkriterium Residuum zu erreichen 7194.3641 und m_max 2
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.60 seconds
+ PhiAdjSO: : Starting ImplicitMidpointRule (Order=2)
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.53 seconds
+ PhiAdjSO: : 18.92 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.56 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.57 seconds
+ Initialization: 0.06 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.99 seconds
+ Inner Loop: : InnerCG resNorm : 9494.8404
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.60 seconds
+ PhiAdjSO: : Starting ImplicitMidpointRule (Order=2)
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.54 seconds
+ PhiAdjSO: : 18.90 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.60 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.55 seconds
+ Initialization: 0.06 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.93 seconds
+ Inner Loop: : InnerCG resNorm : 8236.5279
+ Inner Loop: : Time needed for inner loop: 1:55.95 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 0 brauchte 2 = m innere Iterationen
+ Inner Loop: : 1:55.95 minutes
+ FWISO Subproblem: 1: d(2): Finished first / second inner loop ( 1, 2 steps )
+ *************************************
+ Residuumnorm 2: 8236.5279
+
+ iteration: 2 PROBLEM Number: 2
+ FWISO problem 2: d(2)
+ shot: 2: Solving forward problem...
+ Initialization: 0.07 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 7.57 seconds
+ Assembling Linearized Operators
+ Assembling Linearized Operators
+ Done!
+ Done!
+ after NonlinearEvaluation 31384
+ Prä-Residuumnorm: 21508.875
+ Inner Loop: : FIRST ORDER Inner Loop with Abbruchkriterium Residuum zu erreichen 13751.398 und m_max 3
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.29 seconds
+ Initialization: 0.07 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.56 seconds
+ Inner Loop: : InnerCG resNorm : 10217.838
+ Inner Loop: : Time needed for inner loop: 18.93 seconds
+ Inner Loop: : Innere Schleife No. 0/1 : 1 brauchte 1 = m innere Iterationen
+ Inner Loop: : 18.93 seconds
+ Residuumnorm 1: 10217.838
+ ----- Intermezzo: Change Operators and Recalculate Residuum -----
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.56 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.54 seconds
+ Initialization: 0.06 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.92 seconds
+ Intermezzo Residuum: 10257.277
+ ----- Intermezzo Ende -----
+ Inner Loop: : PSI Inner Loop with Abbruchkriterium Residuum zu erreichen 13751.398 und m_max 3
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.55 seconds
+ PhiAdjSO: : Starting ImplicitMidpointRule (Order=2)
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.57 seconds
+ PhiAdjSO: : 18.94 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.71 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.53 seconds
+ Initialization: 0.06 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.88 seconds
+ Inner Loop: : InnerCG resNorm : 8526.4536
+ Inner Loop: : Time needed for inner loop: 57.98 seconds
+ Inner Loop: : Innere Schleife No. 0/1 : 0 brauchte 1 = m innere Iterationen
+ Inner Loop: : 57.98 seconds
+ FWISO Subproblem: 2: d(2): Finished first / second inner loop ( 1, 1 steps )
+ *************************************
+ Residuumnorm 2: 8526.4536
+
+ iteration: 2 PROBLEM Number: 3
+ FWISO problem 3: d(2)
+ shot: 3: Solving forward problem...
+ Initialization: 0.07 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 7.50 seconds
+ Assembling Linearized Operators
+ Assembling Linearized Operators
+ Done!
+ Done!
+ after NonlinearEvaluation 31434
+ Prä-Residuumnorm: 19765.424
+ Inner Loop: : FIRST ORDER Inner Loop with Abbruchkriterium Residuum zu erreichen 11477.585 und m_max 3
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.29 seconds
+ Initialization: 0.06 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.57 seconds
+ Inner Loop: : InnerCG resNorm : 10990.261
+ Inner Loop: : Time needed for inner loop: 18.94 seconds
+ Inner Loop: : Innere Schleife No. 0/1 : 1 brauchte 1 = m innere Iterationen
+ Inner Loop: : 18.94 seconds
+ Residuumnorm 1: 10990.261
+ ----- Intermezzo: Change Operators and Recalculate Residuum -----
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.58 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.55 seconds
+ Initialization: 0.06 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.92 seconds
+ Intermezzo Residuum: 10956.324
+ ----- Intermezzo Ende -----
+ Inner Loop: : PSI Inner Loop with Abbruchkriterium Residuum zu erreichen 11477.585 und m_max 3
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.61 seconds
+ PhiAdjSO: : Starting ImplicitMidpointRule (Order=2)
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.53 seconds
+ PhiAdjSO: : 18.91 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.54 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.62 seconds
+ Initialization: 0.06 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.88 seconds
+ Inner Loop: : InnerCG resNorm : 8428.0365
+ Inner Loop: : Time needed for inner loop: 57.96 seconds
+ Inner Loop: : Innere Schleife No. 0/1 : 0 brauchte 1 = m innere Iterationen
+ Inner Loop: : 57.96 seconds
+ FWISO Subproblem: 3: d(2): Finished first / second inner loop ( 1, 1 steps )
+ *************************************
+ Residuumnorm 2: 8428.0365
+
+ iteration: 2 PROBLEM Number: 4
+ FWISO problem 4: d(2)
+ shot: 4: Solving forward problem...
+ Initialization: 0.07 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 7.58 seconds
+ Assembling Linearized Operators
+ Assembling Linearized Operators
+ Done!
+ Done!
+ after NonlinearEvaluation 31482
+ Prä-Residuumnorm: 15522.719
+ Inner Loop: : FIRST ORDER Inner Loop with Abbruchkriterium Residuum zu erreichen 9197.5603 und m_max 3
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.27 seconds
+ Initialization: 0.06 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.58 seconds
+ Inner Loop: : InnerCG resNorm : 10412.766
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.24 seconds
+ Initialization: 0.07 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.55 seconds
+ Inner Loop: : InnerCG resNorm : 8581.988
+ Inner Loop: : Time needed for inner loop: 37.80 seconds
+ Inner Loop: : Innere Schleife No. 0/1 : 1 brauchte 2 = m innere Iterationen
+ Inner Loop: : 37.80 seconds
+ Residuumnorm 1: 8581.988
+ ----- Intermezzo: Change Operators and Recalculate Residuum -----
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.57 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.59 seconds
+ Initialization: 0.06 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.93 seconds
+ Intermezzo Residuum: 8581.3412
+ ----- Intermezzo Ende -----
+ Inner Loop: : PSI Inner Loop with Abbruchkriterium Residuum zu erreichen 9197.5603 und m_max 3
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.53 seconds
+ PhiAdjSO: : Starting ImplicitMidpointRule (Order=2)
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.53 seconds
+ PhiAdjSO: : 18.92 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.52 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.54 seconds
+ Initialization: 0.06 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.88 seconds
+ Inner Loop: : InnerCG resNorm : 7690.7945
+ Inner Loop: : Time needed for inner loop: 57.76 seconds
+ Inner Loop: : Innere Schleife No. 0/1 : 0 brauchte 1 = m innere Iterationen
+ Inner Loop: : 57.76 seconds
+ FWISO Subproblem: 4: d(2): Finished first / second inner loop ( 2, 1 steps )
+ *************************************
+ Residuumnorm 2: 7690.7945
+
+ iteration: 2 PROBLEM Number: 5
+ FWISO problem 5: d(2)
+ shot: 5: Solving forward problem...
+ Initialization: 0.07 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 7.72 seconds
+ Assembling Linearized Operators
+ Assembling Linearized Operators
+ Done!
+ Done!
+ after NonlinearEvaluation 31539
+ Prä-Residuumnorm: 14736.871
+ Inner Loop: : FIRST ORDER Inner Loop with Abbruchkriterium Residuum zu erreichen 9384.6306 und m_max 3
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.25 seconds
+ Initialization: 0.06 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.60 seconds
+ Inner Loop: : InnerCG resNorm : 10472.626
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.24 seconds
+ Initialization: 0.06 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.60 seconds
+ Inner Loop: : InnerCG resNorm : 9177.9466
+ Inner Loop: : Time needed for inner loop: 37.85 seconds
+ Inner Loop: : Innere Schleife No. 0/1 : 1 brauchte 2 = m innere Iterationen
+ Inner Loop: : 37.85 seconds
+ Residuumnorm 1: 9177.9466
+ ----- Intermezzo: Change Operators and Recalculate Residuum -----
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.63 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.64 seconds
+ Initialization: 0.06 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.96 seconds
+ Intermezzo Residuum: 9152.9288
+ ----- Intermezzo Ende -----
+ Inner Loop: : PSI Inner Loop with Abbruchkriterium Residuum zu erreichen 9384.6306 und m_max 3
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.66 seconds
+ PhiAdjSO: : Starting ImplicitMidpointRule (Order=2)
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.50 seconds
+ PhiAdjSO: : 18.87 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.63 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.64 seconds
+ Initialization: 0.06 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 10.03 seconds
+ Inner Loop: : InnerCG resNorm : 8388.1863
+ Inner Loop: : Time needed for inner loop: 58.18 seconds
+ Inner Loop: : Innere Schleife No. 0/1 : 0 brauchte 1 = m innere Iterationen
+ Inner Loop: : 58.18 seconds
+ FWISO Subproblem: 5: d(2): Finished first / second inner loop ( 2, 1 steps )
+ *************************************
+ Residuumnorm 2: 8388.1863
+
+
+ Iteration Main Looop Counting Variable iter: 3
+
+ iteration: 3 PROBLEM Number: 0
+ FWISO problem 0: d(3)
+ shot: 0: Solving forward problem...
+ Initialization: 0.07 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 7.63 seconds
+ Assembling Linearized Operators
+ Assembling Linearized Operators
+ Done!
+ Done!
+ after NonlinearEvaluation 31586
+ Prä-Residuumnorm: 14577.709
+ Inner Loop: : FIRST ORDER Inner Loop with Abbruchkriterium Residuum zu erreichen 11233.619 und m_max 5
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.28 seconds
+ Initialization: 0.06 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.56 seconds
+ Inner Loop: : InnerCG resNorm : 9865.1157
+ Inner Loop: : Time needed for inner loop: 18.92 seconds
+ Inner Loop: : Innere Schleife No. 0/1 : 1 brauchte 1 = m innere Iterationen
+ Inner Loop: : 18.92 seconds
+ Residuumnorm 1: 9865.1157
+ ----- Intermezzo: Change Operators and Recalculate Residuum -----
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.62 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.58 seconds
+ Initialization: 0.06 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.93 seconds
+ Intermezzo Residuum: 9875.9463
+ ----- Intermezzo Ende -----
+ Inner Loop: : PSI Inner Loop with Abbruchkriterium Residuum zu erreichen 8605.4161 und m_max 3
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.62 seconds
+ PhiAdjSO: : Starting ImplicitMidpointRule (Order=2)
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.49 seconds
+ PhiAdjSO: : 18.86 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.61 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.63 seconds
+ Initialization: 0.06 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 10.03 seconds
+ Inner Loop: : InnerCG resNorm : 8753.0142
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.65 seconds
+ PhiAdjSO: : Starting ImplicitMidpointRule (Order=2)
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.55 seconds
+ PhiAdjSO: : 18.91 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.62 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.66 seconds
+ Initialization: 0.06 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.96 seconds
+ Inner Loop: : InnerCG resNorm : 7650.7698
+ Inner Loop: : Time needed for inner loop: 1:56.20 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 0 brauchte 2 = m innere Iterationen
+ Inner Loop: : 1:56.20 minutes
+ FWISO Subproblem: 0: d(3): Finished first / second inner loop ( 1, 2 steps )
+ *************************************
+ Residuumnorm 2: 7650.7698
+
+ iteration: 3 PROBLEM Number: 1
+ FWISO problem 1: d(3)
+ shot: 1: Solving forward problem...
+ Initialization: 0.07 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 7.50 seconds
+ Assembling Linearized Operators
+ Assembling Linearized Operators
+ Done!
+ Done!
+ after NonlinearEvaluation 31645
+ Prä-Residuumnorm: 9781.5883
+ Inner Loop: : FIRST ORDER Inner Loop with Abbruchkriterium Residuum zu erreichen 5920.8044 und m_max 3
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.26 seconds
+ Initialization: 0.06 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.55 seconds
+ Inner Loop: : InnerCG resNorm : 7895.9417
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.26 seconds
+ Initialization: 0.06 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.51 seconds
+ Inner Loop: : InnerCG resNorm : 6805.4155
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.26 seconds
+ Initialization: 0.06 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.50 seconds
+ Inner Loop: : InnerCG resNorm : 5663.0931
+ Inner Loop: : Time needed for inner loop: 56.57 seconds
+ Inner Loop: : Innere Schleife No. 0/1 : 1 brauchte 3 = m innere Iterationen
+ Inner Loop: : 56.57 seconds
+ Residuumnorm 1: 5663.0931
+ ----- Intermezzo: Change Operators and Recalculate Residuum -----
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.52 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.51 seconds
+ Initialization: 0.06 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.87 seconds
+ Intermezzo Residuum: 5664.075
+ ----- Intermezzo Ende -----
+ Inner Loop: : PSI Inner Loop with Abbruchkriterium Residuum zu erreichen 6409.8838 und m_max 3
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.53 seconds
+ PhiAdjSO: : Starting ImplicitMidpointRule (Order=2)
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.55 seconds
+ PhiAdjSO: : 18.93 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.52 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.51 seconds
+ Initialization: 0.06 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.88 seconds
+ Inner Loop: : InnerCG resNorm : 5197.3261
+ Inner Loop: : Time needed for inner loop: 57.74 seconds
+ Inner Loop: : Innere Schleife No. 0/1 : 0 brauchte 1 = m innere Iterationen
+ Inner Loop: : 57.74 seconds
+ FWISO Subproblem: 1: d(3): Finished first / second inner loop ( 3, 1 steps )
+ *************************************
+ Residuumnorm 2: 5197.3261
+
+ iteration: 3 PROBLEM Number: 2
+ FWISO problem 2: d(3)
+ shot: 2: Solving forward problem...
+ Initialization: 0.07 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 7.49 seconds
+ Assembling Linearized Operators
+ Assembling Linearized Operators
+ Done!
+ Done!
+ after NonlinearEvaluation 31684
+ Prä-Residuumnorm: 11887.734
+ Inner Loop: : FIRST ORDER Inner Loop with Abbruchkriterium Residuum zu erreichen 6840.2309 und m_max 3
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.26 seconds
+ Initialization: 0.06 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.65 seconds
+ Inner Loop: : InnerCG resNorm : 7917.0707
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.26 seconds
+ Initialization: 0.06 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.55 seconds
+ Inner Loop: : InnerCG resNorm : 6647.3349
+ Inner Loop: : Time needed for inner loop: 37.88 seconds
+ Inner Loop: : Innere Schleife No. 0/1 : 1 brauchte 2 = m innere Iterationen
+ Inner Loop: : 37.88 seconds
+ Residuumnorm 1: 6647.3349
+ ----- Intermezzo: Change Operators and Recalculate Residuum -----
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.56 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.51 seconds
+ Initialization: 0.06 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.92 seconds
+ Intermezzo Residuum: 6664.5149
+ ----- Intermezzo Ende -----
+ Inner Loop: : PSI Inner Loop with Abbruchkriterium Residuum zu erreichen 6840.2309 und m_max 3
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.57 seconds
+ PhiAdjSO: : Starting ImplicitMidpointRule (Order=2)
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.49 seconds
+ PhiAdjSO: : 18.86 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.53 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.63 seconds
+ Initialization: 0.06 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.90 seconds
+ Inner Loop: : InnerCG resNorm : 5906.4071
+ Inner Loop: : Time needed for inner loop: 57.83 seconds
+ Inner Loop: : Innere Schleife No. 0/1 : 0 brauchte 1 = m innere Iterationen
+ Inner Loop: : 57.83 seconds
+ FWISO Subproblem: 2: d(3): Finished first / second inner loop ( 2, 1 steps )
+ *************************************
+ Residuumnorm 2: 5906.4071
+
+ iteration: 3 PROBLEM Number: 3
+ FWISO problem 3: d(3)
+ shot: 3: Solving forward problem...
+ Initialization: 0.07 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 7.51 seconds
+ Assembling Linearized Operators
+ Assembling Linearized Operators
+ Done!
+ Done!
+ after NonlinearEvaluation 31737
+ Prä-Residuumnorm: 14786.966
+ Inner Loop: : FIRST ORDER Inner Loop with Abbruchkriterium Residuum zu erreichen 7727.9797 und m_max 3
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.26 seconds
+ Initialization: 0.06 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.53 seconds
+ Inner Loop: : InnerCG resNorm : 8630.2053
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.27 seconds
+ Initialization: 0.06 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.57 seconds
+ Inner Loop: : InnerCG resNorm : 6507.3319
+ Inner Loop: : Time needed for inner loop: 37.79 seconds
+ Inner Loop: : Innere Schleife No. 0/1 : 1 brauchte 2 = m innere Iterationen
+ Inner Loop: : 37.79 seconds
+ Residuumnorm 1: 6507.3319
+ ----- Intermezzo: Change Operators and Recalculate Residuum -----
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.53 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.54 seconds
+ Initialization: 0.07 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.91 seconds
+ Intermezzo Residuum: 6497.1771
+ ----- Intermezzo Ende -----
+ Inner Loop: : PSI Inner Loop with Abbruchkriterium Residuum zu erreichen 7727.9797 und m_max 3
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.58 seconds
+ PhiAdjSO: : Starting ImplicitMidpointRule (Order=2)
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.51 seconds
+ PhiAdjSO: : 18.86 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.54 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.55 seconds
+ Initialization: 0.07 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.85 seconds
+ Inner Loop: : InnerCG resNorm : 5836.9375
+ Inner Loop: : Time needed for inner loop: 57.74 seconds
+ Inner Loop: : Innere Schleife No. 0/1 : 0 brauchte 1 = m innere Iterationen
+ Inner Loop: : 57.74 seconds
+ FWISO Subproblem: 3: d(3): Finished first / second inner loop ( 2, 1 steps )
+ *************************************
+ Residuumnorm 2: 5836.9375
+
+ iteration: 3 PROBLEM Number: 4
+ FWISO problem 4: d(3)
+ shot: 4: Solving forward problem...
+ Initialization: 0.07 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 7.60 seconds
+ Assembling Linearized Operators
+ Assembling Linearized Operators
+ Done!
+ Done!
+ after NonlinearEvaluation 31783
+ Prä-Residuumnorm: 10610.632
+ Inner Loop: : FIRST ORDER Inner Loop with Abbruchkriterium Residuum zu erreichen 5658.3346 und m_max 4
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.24 seconds
+ Initialization: 0.06 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.56 seconds
+ Inner Loop: : InnerCG resNorm : 8109.1074
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.26 seconds
+ Initialization: 0.06 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.52 seconds
+ Inner Loop: : InnerCG resNorm : 6883.2652
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.26 seconds
+ Initialization: 0.06 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.55 seconds
+ Inner Loop: : InnerCG resNorm : 5702.8906
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.27 seconds
+ Initialization: 0.06 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.54 seconds
+ Inner Loop: : InnerCG resNorm : 4826.0858
+ Inner Loop: : Time needed for inner loop: 1:15.50 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 1 brauchte 4 = m innere Iterationen
+ Inner Loop: : 1:15.50 minutes
+ Residuumnorm 1: 4826.0858
+ ----- Intermezzo: Change Operators and Recalculate Residuum -----
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.65 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.57 seconds
+ Initialization: 0.06 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.87 seconds
+ Intermezzo Residuum: 4846.8999
+ ----- Intermezzo Ende -----
+ Inner Loop: : PSI Inner Loop with Abbruchkriterium Residuum zu erreichen 5658.3346 und m_max 3
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.59 seconds
+ PhiAdjSO: : Starting ImplicitMidpointRule (Order=2)
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.54 seconds
+ PhiAdjSO: : 18.94 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.57 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.54 seconds
+ Initialization: 0.06 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.92 seconds
+ Inner Loop: : InnerCG resNorm : 4417.7552
+ Inner Loop: : Time needed for inner loop: 57.92 seconds
+ Inner Loop: : Innere Schleife No. 0/1 : 0 brauchte 1 = m innere Iterationen
+ Inner Loop: : 57.92 seconds
+ FWISO Subproblem: 4: d(3): Finished first / second inner loop ( 4, 1 steps )
+ *************************************
+ Residuumnorm 2: 4417.7552
+
+ iteration: 3 PROBLEM Number: 5
+ FWISO problem 5: d(3)
+ shot: 5: Solving forward problem...
+ Initialization: 0.07 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 7.61 seconds
+ Assembling Linearized Operators
+ Assembling Linearized Operators
+ Done!
+ Done!
+ after NonlinearEvaluation 31843
+ Prä-Residuumnorm: 10056.114
+ Inner Loop: : FIRST ORDER Inner Loop with Abbruchkriterium Residuum zu erreichen 5763.4776 und m_max 4
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.26 seconds
+ Initialization: 0.06 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.63 seconds
+ Inner Loop: : InnerCG resNorm : 8618.3297
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.26 seconds
+ Initialization: 0.06 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.60 seconds
+ Inner Loop: : InnerCG resNorm : 7363.3119
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.26 seconds
+ Initialization: 0.06 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.66 seconds
+ Inner Loop: : InnerCG resNorm : 5909.338
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.26 seconds
+ Initialization: 0.06 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.62 seconds
+ Inner Loop: : InnerCG resNorm : 5199.1829
+ Inner Loop: : Time needed for inner loop: 1:15.85 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 1 brauchte 4 = m innere Iterationen
+ Inner Loop: : 1:15.85 minutes
+ Residuumnorm 1: 5199.1829
+ ----- Intermezzo: Change Operators and Recalculate Residuum -----
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.66 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.66 seconds
+ Initialization: 0.06 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.98 seconds
+ Intermezzo Residuum: 5160.2798
+ ----- Intermezzo Ende -----
+ Inner Loop: : PSI Inner Loop with Abbruchkriterium Residuum zu erreichen 5763.4776 und m_max 3
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.66 seconds
+ PhiAdjSO: : Starting ImplicitMidpointRule (Order=2)
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.52 seconds
+ PhiAdjSO: : 18.90 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.66 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.61 seconds
+ Initialization: 0.06 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.99 seconds
+ Inner Loop: : InnerCG resNorm : 4799.1989
+ Inner Loop: : Time needed for inner loop: 58.17 seconds
+ Inner Loop: : Innere Schleife No. 0/1 : 0 brauchte 1 = m innere Iterationen
+ Inner Loop: : 58.17 seconds
+ FWISO Subproblem: 5: d(3): Finished first / second inner loop ( 4, 1 steps )
+ *************************************
+ Residuumnorm 2: 4799.1989
+
+
+ Iteration Main Looop Counting Variable iter: 4
+
+ iteration: 4 PROBLEM Number: 0
+ FWISO problem 0: d(4)
+ shot: 0: Solving forward problem...
+ Initialization: 0.07 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 7.62 seconds
+ Assembling Linearized Operators
+ Assembling Linearized Operators
+ Done!
+ Done!
+ after NonlinearEvaluation 31888
+ Prä-Residuumnorm: 9392.8656
+ Inner Loop: : FIRST ORDER Inner Loop with Abbruchkriterium Residuum zu erreichen 6514.3489 und m_max 4
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.25 seconds
+ Initialization: 0.06 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.59 seconds
+ Inner Loop: : InnerCG resNorm : 8380.0289
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.26 seconds
+ Initialization: 0.06 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.59 seconds
+ Inner Loop: : InnerCG resNorm : 7209.0987
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.26 seconds
+ Initialization: 0.06 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.62 seconds
+ Inner Loop: : InnerCG resNorm : 5864.8166
+ Inner Loop: : Time needed for inner loop: 56.80 seconds
+ Inner Loop: : Innere Schleife No. 0/1 : 1 brauchte 3 = m innere Iterationen
+ Inner Loop: : 56.80 seconds
+ Residuumnorm 1: 5864.8166
+ ----- Intermezzo: Change Operators and Recalculate Residuum -----
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.65 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.65 seconds
+ Initialization: 0.07 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.96 seconds
+ Intermezzo Residuum: 5857.3048
+ ----- Intermezzo Ende -----
+ Inner Loop: : PSI Inner Loop with Abbruchkriterium Residuum zu erreichen 7468.7997 und m_max 3
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.61 seconds
+ PhiAdjSO: : Starting ImplicitMidpointRule (Order=2)
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.50 seconds
+ PhiAdjSO: : 18.89 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.63 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.60 seconds
+ Initialization: 0.06 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.99 seconds
+ Inner Loop: : InnerCG resNorm : 5381.3622
+ Inner Loop: : Time needed for inner loop: 58.06 seconds
+ Inner Loop: : Innere Schleife No. 0/1 : 0 brauchte 1 = m innere Iterationen
+ Inner Loop: : 58.06 seconds
+ FWISO Subproblem: 0: d(4): Finished first / second inner loop ( 3, 1 steps )
+ *************************************
+ Residuumnorm 2: 5381.3622
+
+ iteration: 4 PROBLEM Number: 1
+ FWISO problem 1: d(4)
+ shot: 1: Solving forward problem...
+ Initialization: 0.07 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 7.54 seconds
+ Assembling Linearized Operators
+ Assembling Linearized Operators
+ Done!
+ Done!
+ after NonlinearEvaluation 31932
+ Prä-Residuumnorm: 9735.5921
+ Inner Loop: : FIRST ORDER Inner Loop with Abbruchkriterium Residuum zu erreichen 8454.7157 und m_max 4
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.26 seconds
+ Initialization: 0.06 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.58 seconds
+ Inner Loop: : InnerCG resNorm : 6925.644
+ Inner Loop: : Time needed for inner loop: 18.92 seconds
+ Inner Loop: : Innere Schleife No. 0/1 : 1 brauchte 1 = m innere Iterationen
+ Inner Loop: : 18.92 seconds
+ Residuumnorm 1: 6925.644
+ ----- Intermezzo: Change Operators and Recalculate Residuum -----
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.57 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.53 seconds
+ Initialization: 0.06 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.81 seconds
+ Intermezzo Residuum: 6926.2536
+ ----- Intermezzo Ende -----
+ Inner Loop: : PSI Inner Loop with Abbruchkriterium Residuum zu erreichen 5741.7682 und m_max 3
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.56 seconds
+ PhiAdjSO: : Starting ImplicitMidpointRule (Order=2)
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.50 seconds
+ PhiAdjSO: : 18.89 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.54 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.53 seconds
+ Initialization: 0.06 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.86 seconds
+ Inner Loop: : InnerCG resNorm : 5803.3172
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.54 seconds
+ PhiAdjSO: : Starting ImplicitMidpointRule (Order=2)
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.52 seconds
+ PhiAdjSO: : 18.88 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.54 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.55 seconds
+ Initialization: 0.06 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.86 seconds
+ Inner Loop: : InnerCG resNorm : 4950.4859
+ Inner Loop: : Time needed for inner loop: 1:55.41 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 0 brauchte 2 = m innere Iterationen
+ Inner Loop: : 1:55.41 minutes
+ FWISO Subproblem: 1: d(4): Finished first / second inner loop ( 1, 2 steps )
+ *************************************
+ Residuumnorm 2: 4950.4859
+
+ iteration: 4 PROBLEM Number: 2
+ FWISO problem 2: d(4)
+ shot: 2: Solving forward problem...
+ Initialization: 0.07 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 7.51 seconds
+ Assembling Linearized Operators
+ Assembling Linearized Operators
+ Done!
+ Done!
+ after NonlinearEvaluation 31978
+ Prä-Residuumnorm: 9725.717
+ Inner Loop: : FIRST ORDER Inner Loop with Abbruchkriterium Residuum zu erreichen 7660.959 und m_max 3
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.26 seconds
+ Initialization: 0.06 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.64 seconds
+ Inner Loop: : InnerCG resNorm : 6695.9889
+ Inner Loop: : Time needed for inner loop: 18.98 seconds
+ Inner Loop: : Innere Schleife No. 0/1 : 1 brauchte 1 = m innere Iterationen
+ Inner Loop: : 18.98 seconds
+ Residuumnorm 1: 6695.9889
+ ----- Intermezzo: Change Operators and Recalculate Residuum -----
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.56 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.54 seconds
+ Initialization: 0.06 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.82 seconds
+ Intermezzo Residuum: 6701.2232
+ ----- Intermezzo Ende -----
+ Inner Loop: : PSI Inner Loop with Abbruchkriterium Residuum zu erreichen 5036.5809 und m_max 2
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.56 seconds
+ PhiAdjSO: : Starting ImplicitMidpointRule (Order=2)
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.50 seconds
+ PhiAdjSO: : 18.90 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.52 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.55 seconds
+ Initialization: 0.06 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.92 seconds
+ Inner Loop: : InnerCG resNorm : 5953.7717
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.58 seconds
+ PhiAdjSO: : Starting ImplicitMidpointRule (Order=2)
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.50 seconds
+ PhiAdjSO: : 18.82 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.53 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.56 seconds
+ Initialization: 0.06 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.91 seconds
+ Inner Loop: : InnerCG resNorm : 4977.2888
+ Inner Loop: : Time needed for inner loop: 1:55.52 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 0 brauchte 2 = m innere Iterationen
+ Inner Loop: : 1:55.52 minutes
+ FWISO Subproblem: 2: d(4): Finished first / second inner loop ( 1, 2 steps )
+ *************************************
+ Residuumnorm 2: 4977.2888
+
+ iteration: 4 PROBLEM Number: 3
+ FWISO problem 3: d(4)
+ shot: 3: Solving forward problem...
+ Initialization: 0.07 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 7.51 seconds
+ Assembling Linearized Operators
+ Assembling Linearized Operators
+ Done!
+ Done!
+ after NonlinearEvaluation 32026
+ Prä-Residuumnorm: 12688.774
+ Inner Loop: : FIRST ORDER Inner Loop with Abbruchkriterium Residuum zu erreichen 9660.0973 und m_max 3
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.25 seconds
+ Initialization: 0.06 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.53 seconds
+ Inner Loop: : InnerCG resNorm : 7231.6743
+ Inner Loop: : Time needed for inner loop: 18.86 seconds
+ Inner Loop: : Innere Schleife No. 0/1 : 1 brauchte 1 = m innere Iterationen
+ Inner Loop: : 18.86 seconds
+ Residuumnorm 1: 7231.6743
+ ----- Intermezzo: Change Operators and Recalculate Residuum -----
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.58 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.58 seconds
+ Initialization: 0.06 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.85 seconds
+ Intermezzo Residuum: 7218.7202
+ ----- Intermezzo Ende -----
+ Inner Loop: : PSI Inner Loop with Abbruchkriterium Residuum zu erreichen 5968.2783 und m_max 2
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.52 seconds
+ PhiAdjSO: : Starting ImplicitMidpointRule (Order=2)
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.52 seconds
+ PhiAdjSO: : 18.92 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.62 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.54 seconds
+ Initialization: 0.06 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.91 seconds
+ Inner Loop: : InnerCG resNorm : 5916.7703
+ Inner Loop: : Time needed for inner loop: 57.85 seconds
+ Inner Loop: : Innere Schleife No. 0/1 : 0 brauchte 1 = m innere Iterationen
+ Inner Loop: : 57.85 seconds
+ FWISO Subproblem: 3: d(4): Finished first / second inner loop ( 1, 1 steps )
+ *************************************
+ Residuumnorm 2: 5916.7703
+
+ iteration: 4 PROBLEM Number: 4
+ FWISO problem 4: d(4)
+ shot: 4: Solving forward problem...
+ Initialization: 0.07 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 7.52 seconds
+ Assembling Linearized Operators
+ Assembling Linearized Operators
+ Done!
+ Done!
+ after NonlinearEvaluation 32075
+ Prä-Residuumnorm: 10644.251
+ Inner Loop: : FIRST ORDER Inner Loop with Abbruchkriterium Residuum zu erreichen 8160.2566 und m_max 6
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.27 seconds
+ Initialization: 0.06 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.55 seconds
+ Inner Loop: : InnerCG resNorm : 5880.2383
+ Inner Loop: : Time needed for inner loop: 18.90 seconds
+ Inner Loop: : Innere Schleife No. 0/1 : 1 brauchte 1 = m innere Iterationen
+ Inner Loop: : 18.90 seconds
+ Residuumnorm 1: 5880.2383
+ ----- Intermezzo: Change Operators and Recalculate Residuum -----
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.58 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.61 seconds
+ Initialization: 0.06 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.85 seconds
+ Intermezzo Residuum: 5890.9618
+ ----- Intermezzo Ende -----
+ Inner Loop: : PSI Inner Loop with Abbruchkriterium Residuum zu erreichen 5108.6361 und m_max 2
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.56 seconds
+ PhiAdjSO: : Starting ImplicitMidpointRule (Order=2)
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.55 seconds
+ PhiAdjSO: : 18.92 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.58 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.53 seconds
+ Initialization: 0.07 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.91 seconds
+ Inner Loop: : InnerCG resNorm : 5092.5591
+ Inner Loop: : Time needed for inner loop: 57.86 seconds
+ Inner Loop: : Innere Schleife No. 0/1 : 0 brauchte 1 = m innere Iterationen
+ Inner Loop: : 57.86 seconds
+ FWISO Subproblem: 4: d(4): Finished first / second inner loop ( 1, 1 steps )
+ *************************************
+ Residuumnorm 2: 5092.5591
+
+ iteration: 4 PROBLEM Number: 5
+ FWISO problem 5: d(4)
+ shot: 5: Solving forward problem...
+ Initialization: 0.07 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 7.63 seconds
+ Assembling Linearized Operators
+ Assembling Linearized Operators
+ Done!
+ Done!
+ after NonlinearEvaluation 32121
+ Prä-Residuumnorm: 6737.7095
+ Inner Loop: : FIRST ORDER Inner Loop with Abbruchkriterium Residuum zu erreichen 5299.6521 und m_max 6
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.27 seconds
+ Initialization: 0.06 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.76 seconds
+ Inner Loop: : InnerCG resNorm : 5425.3847
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.27 seconds
+ Initialization: 0.06 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.62 seconds
+ Inner Loop: : InnerCG resNorm : 4897.5326
+ Inner Loop: : Time needed for inner loop: 38.07 seconds
+ Inner Loop: : Innere Schleife No. 0/1 : 1 brauchte 2 = m innere Iterationen
+ Inner Loop: : 38.07 seconds
+ Residuumnorm 1: 4897.5326
+ ----- Intermezzo: Change Operators and Recalculate Residuum -----
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.75 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.63 seconds
+ Initialization: 0.06 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.92 seconds
+ Intermezzo Residuum: 4896.4453
+ ----- Intermezzo Ende -----
+ Inner Loop: : PSI Inner Loop with Abbruchkriterium Residuum zu erreichen 3475.4353 und m_max 2
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.63 seconds
+ PhiAdjSO: : Starting ImplicitMidpointRule (Order=2)
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.51 seconds
+ PhiAdjSO: : 18.90 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.66 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.66 seconds
+ Initialization: 0.06 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 10.01 seconds
+ Inner Loop: : InnerCG resNorm : 4660.4656
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.66 seconds
+ PhiAdjSO: : Starting ImplicitMidpointRule (Order=2)
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.58 seconds
+ PhiAdjSO: : 18.95 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.65 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.65 seconds
+ Initialization: 0.06 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 10.01 seconds
+ Inner Loop: : InnerCG resNorm : 4182.1073
+ Inner Loop: : Time needed for inner loop: 1:56.42 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 0 brauchte 2 = m innere Iterationen
+ Inner Loop: : 1:56.42 minutes
+ FWISO Subproblem: 5: d(4): Finished first / second inner loop ( 2, 2 steps )
+ *************************************
+ Residuumnorm 2: 4182.1073
+
+
+ Iteration Main Looop Counting Variable iter: 5
+
+ iteration: 5 PROBLEM Number: 0
+ FWISO problem 0: d(5)
+ shot: 0: Solving forward problem...
+ Initialization: 0.07 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 7.60 seconds
+ Assembling Linearized Operators
+ Assembling Linearized Operators
+ Done!
+ Done!
+ after NonlinearEvaluation 32166
+ Prä-Residuumnorm: 8947.2967
+ Inner Loop: : FIRST ORDER Inner Loop with Abbruchkriterium Residuum zu erreichen 8033.3072 und m_max 4
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.30 seconds
+ Initialization: 0.06 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.56 seconds
+ Inner Loop: : InnerCG resNorm : 6470.3422
+ Inner Loop: : Time needed for inner loop: 18.94 seconds
+ Inner Loop: : Innere Schleife No. 0/1 : 1 brauchte 1 = m innere Iterationen
+ Inner Loop: : 18.94 seconds
+ Residuumnorm 1: 6470.3422
+ ----- Intermezzo: Change Operators and Recalculate Residuum -----
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.59 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.61 seconds
+ Initialization: 0.07 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.93 seconds
+ Intermezzo Residuum: 6473.0478
+ ----- Intermezzo Ende -----
+ Inner Loop: : PSI Inner Loop with Abbruchkriterium Residuum zu erreichen 6403.0524 und m_max 3
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.61 seconds
+ PhiAdjSO: : Starting ImplicitMidpointRule (Order=2)
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.50 seconds
+ PhiAdjSO: : 18.89 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.66 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.61 seconds
+ Initialization: 0.07 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 10.01 seconds
+ Inner Loop: : InnerCG resNorm : 5882.8836
+ Inner Loop: : Time needed for inner loop: 58.13 seconds
+ Inner Loop: : Innere Schleife No. 0/1 : 0 brauchte 1 = m innere Iterationen
+ Inner Loop: : 58.13 seconds
+ FWISO Subproblem: 0: d(5): Finished first / second inner loop ( 1, 1 steps )
+ *************************************
+ Residuumnorm 2: 5882.8836
+
+ iteration: 5 PROBLEM Number: 1
+ FWISO problem 1: d(5)
+ shot: 1: Solving forward problem...
+ Initialization: 0.07 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 7.51 seconds
+ Assembling Linearized Operators
+ Assembling Linearized Operators
+ Done!
+ Done!
+ after NonlinearEvaluation 32212
+ Prä-Residuumnorm: 6764.7741
+ Inner Loop: : FIRST ORDER Inner Loop with Abbruchkriterium Residuum zu erreichen 5287.2817 und m_max 4
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.26 seconds
+ Initialization: 0.06 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.52 seconds
+ Inner Loop: : InnerCG resNorm : 5424.7141
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.27 seconds
+ Initialization: 0.06 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.50 seconds
+ Inner Loop: : InnerCG resNorm : 4839.3708
+ Inner Loop: : Time needed for inner loop: 37.71 seconds
+ Inner Loop: : Innere Schleife No. 0/1 : 1 brauchte 2 = m innere Iterationen
+ Inner Loop: : 37.71 seconds
+ Residuumnorm 1: 4839.3708
+ ----- Intermezzo: Change Operators and Recalculate Residuum -----
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.52 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.52 seconds
+ Initialization: 0.06 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.78 seconds
+ Intermezzo Residuum: 4838.6239
+ ----- Intermezzo Ende -----
+ Inner Loop: : PSI Inner Loop with Abbruchkriterium Residuum zu erreichen 5377.2203 und m_max 3
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.54 seconds
+ PhiAdjSO: : Starting ImplicitMidpointRule (Order=2)
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.49 seconds
+ PhiAdjSO: : 18.91 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.52 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.51 seconds
+ Initialization: 0.07 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.86 seconds
+ Inner Loop: : InnerCG resNorm : 4531.556
+ Inner Loop: : Time needed for inner loop: 57.68 seconds
+ Inner Loop: : Innere Schleife No. 0/1 : 0 brauchte 1 = m innere Iterationen
+ Inner Loop: : 57.68 seconds
+ FWISO Subproblem: 1: d(5): Finished first / second inner loop ( 2, 1 steps )
+ *************************************
+ Residuumnorm 2: 4531.556
+
+ iteration: 5 PROBLEM Number: 2
+ FWISO problem 2: d(5)
+ shot: 2: Solving forward problem...
+ Initialization: 0.07 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 7.52 seconds
+ Assembling Linearized Operators
+ Assembling Linearized Operators
+ Done!
+ Done!
+ after NonlinearEvaluation 32256
+ Prä-Residuumnorm: 5519.5215
+ Inner Loop: : FIRST ORDER Inner Loop with Abbruchkriterium Residuum zu erreichen 3912.9603 und m_max 3
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.27 seconds
+ Initialization: 0.06 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.56 seconds
+ Inner Loop: : InnerCG resNorm : 4852.1073
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.27 seconds
+ Initialization: 0.06 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.52 seconds
+ Inner Loop: : InnerCG resNorm : 4286.3379
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.25 seconds
+ Initialization: 0.06 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.53 seconds
+ Inner Loop: : InnerCG resNorm : 3694.2996
+ Inner Loop: : Time needed for inner loop: 56.63 seconds
+ Inner Loop: : Innere Schleife No. 0/1 : 1 brauchte 3 = m innere Iterationen
+ Inner Loop: : 56.63 seconds
+ Residuumnorm 1: 3694.2996
+ ----- Intermezzo: Change Operators and Recalculate Residuum -----
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.52 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.56 seconds
+ Initialization: 0.06 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.80 seconds
+ Intermezzo Residuum: 3695.5077
+ ----- Intermezzo Ende -----
+ Inner Loop: : PSI Inner Loop with Abbruchkriterium Residuum zu erreichen 4188.9364 und m_max 3
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.57 seconds
+ PhiAdjSO: : Starting ImplicitMidpointRule (Order=2)
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.61 seconds
+ PhiAdjSO: : 18.98 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.53 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.56 seconds
+ Initialization: 0.06 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.82 seconds
+ Inner Loop: : InnerCG resNorm : 3455.8175
+ Inner Loop: : Time needed for inner loop: 57.80 seconds
+ Inner Loop: : Innere Schleife No. 0/1 : 0 brauchte 1 = m innere Iterationen
+ Inner Loop: : 57.80 seconds
+ FWISO Subproblem: 2: d(5): Finished first / second inner loop ( 3, 1 steps )
+ *************************************
+ Residuumnorm 2: 3455.8175
+
+ iteration: 5 PROBLEM Number: 3
+ FWISO problem 3: d(5)
+ shot: 3: Solving forward problem...
+ Initialization: 0.07 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 7.50 seconds
+ Assembling Linearized Operators
+ Assembling Linearized Operators
+ Done!
+ Done!
+ after NonlinearEvaluation 32303
+ Prä-Residuumnorm: 9044.5727
+ Inner Loop: : FIRST ORDER Inner Loop with Abbruchkriterium Residuum zu erreichen 6197.1555 und m_max 3
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.27 seconds
+ Initialization: 0.06 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.66 seconds
+ Inner Loop: : InnerCG resNorm : 5991.9243
+ Inner Loop: : Time needed for inner loop: 19.01 seconds
+ Inner Loop: : Innere Schleife No. 0/1 : 1 brauchte 1 = m innere Iterationen
+ Inner Loop: : 19.01 seconds
+ Residuumnorm 1: 5991.9243
+ ----- Intermezzo: Change Operators and Recalculate Residuum -----
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.53 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.53 seconds
+ Initialization: 0.06 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.79 seconds
+ Intermezzo Residuum: 5988.1155
+ ----- Intermezzo Ende -----
+ Inner Loop: : PSI Inner Loop with Abbruchkriterium Residuum zu erreichen 3828.776 und m_max 2
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.52 seconds
+ PhiAdjSO: : Starting ImplicitMidpointRule (Order=2)
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.50 seconds
+ PhiAdjSO: : 18.88 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.52 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.53 seconds
+ Initialization: 0.06 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.87 seconds
+ Inner Loop: : InnerCG resNorm : 5109.8808
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.57 seconds
+ PhiAdjSO: : Starting ImplicitMidpointRule (Order=2)
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.51 seconds
+ PhiAdjSO: : 18.88 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.54 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.53 seconds
+ Initialization: 0.06 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.84 seconds
+ Inner Loop: : InnerCG resNorm : 4240.1774
+ Inner Loop: : Time needed for inner loop: 1:55.35 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 0 brauchte 2 = m innere Iterationen
+ Inner Loop: : 1:55.35 minutes
+ FWISO Subproblem: 3: d(5): Finished first / second inner loop ( 1, 2 steps )
+ *************************************
+ Residuumnorm 2: 4240.1774
+
+ iteration: 5 PROBLEM Number: 4
+ FWISO problem 4: d(5)
+ shot: 4: Solving forward problem...
+ Initialization: 0.07 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 7.59 seconds
+ Assembling Linearized Operators
+ Assembling Linearized Operators
+ Done!
+ Done!
+ after NonlinearEvaluation 32395
+ Prä-Residuumnorm: 8112.4678
+ Inner Loop: : FIRST ORDER Inner Loop with Abbruchkriterium Residuum zu erreichen 5597.3725 und m_max 5
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.26 seconds
+ Initialization: 0.06 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.54 seconds
+ Inner Loop: : InnerCG resNorm : 5454.7264
+ Inner Loop: : Time needed for inner loop: 18.88 seconds
+ Inner Loop: : Innere Schleife No. 0/1 : 1 brauchte 1 = m innere Iterationen
+ Inner Loop: : 18.88 seconds
+ Residuumnorm 1: 5454.7264
+ ----- Intermezzo: Change Operators and Recalculate Residuum -----
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.53 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.55 seconds
+ Initialization: 0.06 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.85 seconds
+ Intermezzo Residuum: 5458.5336
+ ----- Intermezzo Ende -----
+ Inner Loop: : PSI Inner Loop with Abbruchkriterium Residuum zu erreichen 3504.1716 und m_max 2
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.53 seconds
+ PhiAdjSO: : Starting ImplicitMidpointRule (Order=2)
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.50 seconds
+ PhiAdjSO: : 18.85 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.57 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.54 seconds
+ Initialization: 0.07 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.85 seconds
+ Inner Loop: : InnerCG resNorm : 4835.7053
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.58 seconds
+ PhiAdjSO: : Starting ImplicitMidpointRule (Order=2)
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.54 seconds
+ PhiAdjSO: : 18.91 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.54 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.58 seconds
+ Initialization: 0.07 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.88 seconds
+ Inner Loop: : InnerCG resNorm : 4209.8273
+ Inner Loop: : Time needed for inner loop: 1:55.50 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 0 brauchte 2 = m innere Iterationen
+ Inner Loop: : 1:55.50 minutes
+ FWISO Subproblem: 4: d(5): Finished first / second inner loop ( 1, 2 steps )
+ *************************************
+ Residuumnorm 2: 4209.8273
+
+ iteration: 5 PROBLEM Number: 5
+ FWISO problem 5: d(5)
+ shot: 5: Solving forward problem...
+ Initialization: 0.07 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 7.62 seconds
+ Assembling Linearized Operators
+ Assembling Linearized Operators
+ Done!
+ Done!
+ after NonlinearEvaluation 32441
+ Prä-Residuumnorm: 5888.2624
+ Inner Loop: : FIRST ORDER Inner Loop with Abbruchkriterium Residuum zu erreichen 4168.3554 und m_max 6
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.25 seconds
+ Initialization: 0.06 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.64 seconds
+ Inner Loop: : InnerCG resNorm : 4730.2508
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.25 seconds
+ Initialization: 0.06 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.59 seconds
+ Inner Loop: : InnerCG resNorm : 4379.6309
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.25 seconds
+ Initialization: 0.06 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.61 seconds
+ Inner Loop: : InnerCG resNorm : 3927.926
+ Inner Loop: : Time needed for inner loop: 56.82 seconds
+ Inner Loop: : Innere Schleife No. 0/1 : 1 brauchte 3 = m innere Iterationen
+ Inner Loop: : 56.82 seconds
+ Residuumnorm 1: 3927.926
+ ----- Intermezzo: Change Operators and Recalculate Residuum -----
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.64 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.70 seconds
+ Initialization: 0.06 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.90 seconds
+ Intermezzo Residuum: 3924.4629
+ ----- Intermezzo Ende -----
+ Inner Loop: : PSI Inner Loop with Abbruchkriterium Residuum zu erreichen 4462.7685 und m_max 3
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.66 seconds
+ PhiAdjSO: : Starting ImplicitMidpointRule (Order=2)
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.54 seconds
+ PhiAdjSO: : 18.89 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.62 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.62 seconds
+ Initialization: 0.06 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.99 seconds
+ Inner Loop: : InnerCG resNorm : 3662.5035
+ Inner Loop: : Time needed for inner loop: 58.13 seconds
+ Inner Loop: : Innere Schleife No. 0/1 : 0 brauchte 1 = m innere Iterationen
+ Inner Loop: : 58.13 seconds
+ FWISO Subproblem: 5: d(5): Finished first / second inner loop ( 3, 1 steps )
+ *************************************
+ Residuumnorm 2: 3662.5035
+
+
+ Iteration Main Looop Counting Variable iter: 6
+
+ iteration: 6 PROBLEM Number: 0
+ FWISO problem 0: d(6)
+ shot: 0: Solving forward problem...
+ Initialization: 0.07 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 7.60 seconds
+ Assembling Linearized Operators
+ Assembling Linearized Operators
+ Done!
+ Done!
+ after NonlinearEvaluation 32492
+ Prä-Residuumnorm: 6894.6476
+ Inner Loop: : FIRST ORDER Inner Loop with Abbruchkriterium Residuum zu erreichen 5571.3073 und m_max 4
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.25 seconds
+ Initialization: 0.06 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.58 seconds
+ Inner Loop: : InnerCG resNorm : 6249.3076
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.26 seconds
+ Initialization: 0.06 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.60 seconds
+ Inner Loop: : InnerCG resNorm : 5342.1217
+ Inner Loop: : Time needed for inner loop: 37.83 seconds
+ Inner Loop: : Innere Schleife No. 0/1 : 1 brauchte 2 = m innere Iterationen
+ Inner Loop: : 37.83 seconds
+ Residuumnorm 1: 5342.1217
+ ----- Intermezzo: Change Operators and Recalculate Residuum -----
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.64 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.62 seconds
+ Initialization: 0.06 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.98 seconds
+ Intermezzo Residuum: 5340.709
+ ----- Intermezzo Ende -----
+ Inner Loop: : PSI Inner Loop with Abbruchkriterium Residuum zu erreichen 4440.6833 und m_max 2
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.60 seconds
+ PhiAdjSO: : Starting ImplicitMidpointRule (Order=2)
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.52 seconds
+ PhiAdjSO: : 18.90 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.63 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.61 seconds
+ Initialization: 0.06 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.94 seconds
+ Inner Loop: : InnerCG resNorm : 4899.2412
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.64 seconds
+ PhiAdjSO: : Starting ImplicitMidpointRule (Order=2)
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.50 seconds
+ PhiAdjSO: : 18.86 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.62 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.61 seconds
+ Initialization: 0.06 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.89 seconds
+ Inner Loop: : InnerCG resNorm : 4527.4115
+ Inner Loop: : Time needed for inner loop: 1:55.96 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 0 brauchte 2 = m innere Iterationen
+ Inner Loop: : 1:55.96 minutes
+ FWISO Subproblem: 0: d(6): Finished first / second inner loop ( 2, 2 steps )
+ *************************************
+ Residuumnorm 2: 4527.4115
+
+ iteration: 6 PROBLEM Number: 1
+ FWISO problem 1: d(6)
+ shot: 1: Solving forward problem...
+ Initialization: 0.07 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 7.49 seconds
+ Assembling Linearized Operators
+ Assembling Linearized Operators
+ Done!
+ Done!
+ after NonlinearEvaluation 32534
+ Prä-Residuumnorm: 6796.3702
+ Inner Loop: : FIRST ORDER Inner Loop with Abbruchkriterium Residuum zu erreichen 6054.1735 und m_max 3
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.27 seconds
+ Initialization: 0.06 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.52 seconds
+ Inner Loop: : InnerCG resNorm : 5299.5128
+ Inner Loop: : Time needed for inner loop: 18.87 seconds
+ Inner Loop: : Innere Schleife No. 0/1 : 1 brauchte 1 = m innere Iterationen
+ Inner Loop: : 18.87 seconds
+ Residuumnorm 1: 5299.5128
+ ----- Intermezzo: Change Operators and Recalculate Residuum -----
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.55 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.52 seconds
+ Initialization: 0.06 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.81 seconds
+ Intermezzo Residuum: 5298.5645
+ ----- Intermezzo Ende -----
+ Inner Loop: : PSI Inner Loop with Abbruchkriterium Residuum zu erreichen 4862.102 und m_max 3
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.51 seconds
+ PhiAdjSO: : Starting ImplicitMidpointRule (Order=2)
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.52 seconds
+ PhiAdjSO: : 18.89 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.51 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.54 seconds
+ Initialization: 0.06 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.88 seconds
+ Inner Loop: : InnerCG resNorm : 4823.9861
+ Inner Loop: : Time needed for inner loop: 57.67 seconds
+ Inner Loop: : Innere Schleife No. 0/1 : 0 brauchte 1 = m innere Iterationen
+ Inner Loop: : 57.67 seconds
+ FWISO Subproblem: 1: d(6): Finished first / second inner loop ( 1, 1 steps )
+ *************************************
+ Residuumnorm 2: 4823.9861
+
+ iteration: 6 PROBLEM Number: 2
+ FWISO problem 2: d(6)
+ shot: 2: Solving forward problem...
+ Initialization: 0.07 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 7.50 seconds
+ Assembling Linearized Operators
+ Assembling Linearized Operators
+ Done!
+ Done!
+ after NonlinearEvaluation 32583
+ Prä-Residuumnorm: 5254.0518
+ Inner Loop: : FIRST ORDER Inner Loop with Abbruchkriterium Residuum zu erreichen 4744.2881 und m_max 4
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.26 seconds
+ Initialization: 0.06 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.52 seconds
+ Inner Loop: : InnerCG resNorm : 4169.1652
+ Inner Loop: : Time needed for inner loop: 18.86 seconds
+ Inner Loop: : Innere Schleife No. 0/1 : 1 brauchte 1 = m innere Iterationen
+ Inner Loop: : 18.86 seconds
+ Residuumnorm 1: 4169.1652
+ ----- Intermezzo: Change Operators and Recalculate Residuum -----
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.55 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.57 seconds
+ Initialization: 0.06 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.78 seconds
+ Intermezzo Residuum: 4169.7319
+ ----- Intermezzo Ende -----
+ Inner Loop: : PSI Inner Loop with Abbruchkriterium Residuum zu erreichen 3588.7169 und m_max 3
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.52 seconds
+ PhiAdjSO: : Starting ImplicitMidpointRule (Order=2)
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.59 seconds
+ PhiAdjSO: : 18.98 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.60 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.60 seconds
+ Initialization: 0.06 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.87 seconds
+ Inner Loop: : InnerCG resNorm : 3859.444
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.60 seconds
+ PhiAdjSO: : Starting ImplicitMidpointRule (Order=2)
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.51 seconds
+ PhiAdjSO: : 18.86 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.59 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.53 seconds
+ Initialization: 0.06 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.85 seconds
+ Inner Loop: : InnerCG resNorm : 3338.9622
+ Inner Loop: : Time needed for inner loop: 1:55.64 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 0 brauchte 2 = m innere Iterationen
+ Inner Loop: : 1:55.64 minutes
+ FWISO Subproblem: 2: d(6): Finished first / second inner loop ( 1, 2 steps )
+ *************************************
+ Residuumnorm 2: 3338.9622
+
+ iteration: 6 PROBLEM Number: 3
+ FWISO problem 3: d(6)
+ shot: 3: Solving forward problem...
+ Initialization: 0.07 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 7.52 seconds
+ Assembling Linearized Operators
+ Assembling Linearized Operators
+ Done!
+ Done!
+ after NonlinearEvaluation 32627
+ Prä-Residuumnorm: 7051.7691
+ Inner Loop: : FIRST ORDER Inner Loop with Abbruchkriterium Residuum zu erreichen 4348.5546 und m_max 2
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.25 seconds
+ Initialization: 0.06 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.54 seconds
+ Inner Loop: : InnerCG resNorm : 4846.9616
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.26 seconds
+ Initialization: 0.06 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.53 seconds
+ Inner Loop: : InnerCG resNorm : 4191.0706
+ Inner Loop: : Time needed for inner loop: 37.73 seconds
+ Inner Loop: : Innere Schleife No. 0/1 : 1 brauchte 2 = m innere Iterationen
+ Inner Loop: : 37.73 seconds
+ Residuumnorm 1: 4191.0706
+ ----- Intermezzo: Change Operators and Recalculate Residuum -----
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.52 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.58 seconds
+ Initialization: 0.06 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.79 seconds
+ Intermezzo Residuum: 4190.4463
+ ----- Intermezzo Ende -----
+ Inner Loop: : PSI Inner Loop with Abbruchkriterium Residuum zu erreichen 5018.4727 und m_max 3
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.53 seconds
+ PhiAdjSO: : Starting ImplicitMidpointRule (Order=2)
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.49 seconds
+ PhiAdjSO: : 18.87 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.54 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.56 seconds
+ Initialization: 0.06 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.83 seconds
+ Inner Loop: : InnerCG resNorm : 3887.7369
+ Inner Loop: : Time needed for inner loop: 57.67 seconds
+ Inner Loop: : Innere Schleife No. 0/1 : 0 brauchte 1 = m innere Iterationen
+ Inner Loop: : 57.67 seconds
+ FWISO Subproblem: 3: d(6): Finished first / second inner loop ( 2, 1 steps )
+ *************************************
+ Residuumnorm 2: 3887.7369
+
+ iteration: 6 PROBLEM Number: 4
+ FWISO problem 4: d(6)
+ shot: 4: Solving forward problem...
+ Initialization: 0.07 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 7.49 seconds
+ Assembling Linearized Operators
+ Assembling Linearized Operators
+ Done!
+ Done!
+ after NonlinearEvaluation 32674
+ Prä-Residuumnorm: 5950.2928
+ Inner Loop: : FIRST ORDER Inner Loop with Abbruchkriterium Residuum zu erreichen 3694.9798 und m_max 2
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.26 seconds
+ Initialization: 0.06 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.55 seconds
+ Inner Loop: : InnerCG resNorm : 4484.2869
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.25 seconds
+ Initialization: 0.06 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.50 seconds
+ Inner Loop: : InnerCG resNorm : 4044.1971
+ Inner Loop: : Time needed for inner loop: 37.72 seconds
+ Inner Loop: : Innere Schleife No. 0/1 : 1 brauchte 2 = m innere Iterationen
+ Inner Loop: : 37.72 seconds
+ Residuumnorm 1: 4044.1971
+ ----- Intermezzo: Change Operators and Recalculate Residuum -----
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.55 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.54 seconds
+ Initialization: 0.06 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.87 seconds
+ Intermezzo Residuum: 4045.1119
+ ----- Intermezzo Ende -----
+ Inner Loop: : PSI Inner Loop with Abbruchkriterium Residuum zu erreichen 4260.2577 und m_max 3
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.56 seconds
+ PhiAdjSO: : Starting ImplicitMidpointRule (Order=2)
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.48 seconds
+ PhiAdjSO: : 18.87 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.55 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.54 seconds
+ Initialization: 0.06 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.92 seconds
+ Inner Loop: : InnerCG resNorm : 3748.2234
+ Inner Loop: : Time needed for inner loop: 57.78 seconds
+ Inner Loop: : Innere Schleife No. 0/1 : 0 brauchte 1 = m innere Iterationen
+ Inner Loop: : 57.78 seconds
+ FWISO Subproblem: 4: d(6): Finished first / second inner loop ( 2, 1 steps )
+ *************************************
+ Residuumnorm 2: 3748.2234
+
+ iteration: 6 PROBLEM Number: 5
+ FWISO problem 5: d(6)
+ shot: 5: Solving forward problem...
+ Initialization: 0.07 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 7.67 seconds
+ Assembling Linearized Operators
+ Assembling Linearized Operators
+ Done!
+ Done!
+ after NonlinearEvaluation 32736
+ Prä-Residuumnorm: 4406.4943
+ Inner Loop: : FIRST ORDER Inner Loop with Abbruchkriterium Residuum zu erreichen 3548.4301 und m_max 5
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.27 seconds
+ Initialization: 0.06 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.66 seconds
+ Inner Loop: : InnerCG resNorm : 3952.7617
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.26 seconds
+ Initialization: 0.06 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.61 seconds
+ Inner Loop: : InnerCG resNorm : 3691.0357
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.28 seconds
+ Initialization: 0.06 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.62 seconds
+ Inner Loop: : InnerCG resNorm : 3231.1456
+ Inner Loop: : Time needed for inner loop: 56.92 seconds
+ Inner Loop: : Innere Schleife No. 0/1 : 1 brauchte 3 = m innere Iterationen
+ Inner Loop: : 56.92 seconds
+ Residuumnorm 1: 3231.1456
+ ----- Intermezzo: Change Operators and Recalculate Residuum -----
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.65 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.70 seconds
+ Initialization: 0.06 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.96 seconds
+ Intermezzo Residuum: 3229.6462
+ ----- Intermezzo Ende -----
+ Inner Loop: : PSI Inner Loop with Abbruchkriterium Residuum zu erreichen 3005.7505 und m_max 3
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.63 seconds
+ PhiAdjSO: : Starting ImplicitMidpointRule (Order=2)
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.51 seconds
+ PhiAdjSO: : 18.88 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.64 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.68 seconds
+ Initialization: 0.06 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.94 seconds
+ Inner Loop: : InnerCG resNorm : 2999.8766
+ Inner Loop: : Time needed for inner loop: 58.11 seconds
+ Inner Loop: : Innere Schleife No. 0/1 : 0 brauchte 1 = m innere Iterationen
+ Inner Loop: : 58.11 seconds
+ FWISO Subproblem: 5: d(6): Finished first / second inner loop ( 3, 1 steps )
+ *************************************
+ Residuumnorm 2: 2999.8766
+
+
+ Iteration Main Looop Counting Variable iter: 7
+
+ iteration: 7 PROBLEM Number: 0
+ FWISO problem 0: d(7)
+ shot: 0: Solving forward problem...
+ Initialization: 0.07 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 7.66 seconds
+ Assembling Linearized Operators
+ Assembling Linearized Operators
+ Done!
+ Done!
+ after NonlinearEvaluation 32775
+ Prä-Residuumnorm: 6041.2687
+ Inner Loop: : FIRST ORDER Inner Loop with Abbruchkriterium Residuum zu erreichen 5461.4962 und m_max 3
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.25 seconds
+ Initialization: 0.06 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.60 seconds
+ Inner Loop: : InnerCG resNorm : 5154.8191
+ Inner Loop: : Time needed for inner loop: 18.93 seconds
+ Inner Loop: : Innere Schleife No. 0/1 : 1 brauchte 1 = m innere Iterationen
+ Inner Loop: : 18.93 seconds
+ Residuumnorm 1: 5154.8191
+ ----- Intermezzo: Change Operators and Recalculate Residuum -----
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.62 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.63 seconds
+ Initialization: 0.06 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.90 seconds
+ Intermezzo Residuum: 5155.0389
+ ----- Intermezzo Ende -----
+ Inner Loop: : PSI Inner Loop with Abbruchkriterium Residuum zu erreichen 4966.1552 und m_max 3
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.71 seconds
+ PhiAdjSO: : Starting ImplicitMidpointRule (Order=2)
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.50 seconds
+ PhiAdjSO: : 18.86 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.64 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.59 seconds
+ Initialization: 0.06 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.97 seconds
+ Inner Loop: : InnerCG resNorm : 4823.8128
+ Inner Loop: : Time needed for inner loop: 58.12 seconds
+ Inner Loop: : Innere Schleife No. 0/1 : 0 brauchte 1 = m innere Iterationen
+ Inner Loop: : 58.12 seconds
+ FWISO Subproblem: 0: d(7): Finished first / second inner loop ( 1, 1 steps )
+ *************************************
+ Residuumnorm 2: 4823.8128
+
+ iteration: 7 PROBLEM Number: 1
+ FWISO problem 1: d(7)
+ shot: 1: Solving forward problem...
+ Initialization: 0.07 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 7.54 seconds
+ Assembling Linearized Operators
+ Assembling Linearized Operators
+ Done!
+ Done!
+ after NonlinearEvaluation 32819
+ Prä-Residuumnorm: 5850.4973
+ Inner Loop: : FIRST ORDER Inner Loop with Abbruchkriterium Residuum zu erreichen 4690.4351 und m_max 3
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.26 seconds
+ Initialization: 0.06 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.52 seconds
+ Inner Loop: : InnerCG resNorm : 4775.5667
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.25 seconds
+ Initialization: 0.06 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.53 seconds
+ Inner Loop: : InnerCG resNorm : 4058.6383
+ Inner Loop: : Time needed for inner loop: 37.71 seconds
+ Inner Loop: : Innere Schleife No. 0/1 : 1 brauchte 2 = m innere Iterationen
+ Inner Loop: : 37.71 seconds
+ Residuumnorm 1: 4058.6383
+ ----- Intermezzo: Change Operators and Recalculate Residuum -----
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.53 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.59 seconds
+ Initialization: 0.06 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.76 seconds
+ Intermezzo Residuum: 4058.3446
+ ----- Intermezzo Ende -----
+ Inner Loop: : PSI Inner Loop with Abbruchkriterium Residuum zu erreichen 3766.8847 und m_max 2
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.52 seconds
+ PhiAdjSO: : Starting ImplicitMidpointRule (Order=2)
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.53 seconds
+ PhiAdjSO: : 18.89 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.59 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.53 seconds
+ Initialization: 0.06 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.82 seconds
+ Inner Loop: : InnerCG resNorm : 3805.2525
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.52 seconds
+ PhiAdjSO: : Starting ImplicitMidpointRule (Order=2)
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.51 seconds
+ PhiAdjSO: : 18.96 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.53 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.58 seconds
+ Initialization: 0.06 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.91 seconds
+ Inner Loop: : InnerCG resNorm : 3579.9484
+ Inner Loop: : Time needed for inner loop: 1:55.50 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 0 brauchte 2 = m innere Iterationen
+ Inner Loop: : 1:55.50 minutes
+ FWISO Subproblem: 1: d(7): Finished first / second inner loop ( 2, 2 steps )
+ *************************************
+ Residuumnorm 2: 3579.9484
+
+ iteration: 7 PROBLEM Number: 2
+ FWISO problem 2: d(7)
+ shot: 2: Solving forward problem...
+ Initialization: 0.07 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 7.50 seconds
+ Assembling Linearized Operators
+ Assembling Linearized Operators
+ Done!
+ Done!
+ after NonlinearEvaluation 32859
+ Prä-Residuumnorm: 4535.4219
+ Inner Loop: : FIRST ORDER Inner Loop with Abbruchkriterium Residuum zu erreichen 3685.8436 und m_max 4
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.25 seconds
+ Initialization: 0.06 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.57 seconds
+ Inner Loop: : InnerCG resNorm : 3830.0799
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.26 seconds
+ Initialization: 0.06 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.52 seconds
+ Inner Loop: : InnerCG resNorm : 3452.5864
+ Inner Loop: : Time needed for inner loop: 37.76 seconds
+ Inner Loop: : Innere Schleife No. 0/1 : 1 brauchte 2 = m innere Iterationen
+ Inner Loop: : 37.76 seconds
+ Residuumnorm 1: 3452.5864
+ ----- Intermezzo: Change Operators and Recalculate Residuum -----
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.54 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.53 seconds
+ Initialization: 0.06 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.77 seconds
+ Intermezzo Residuum: 3453.227
+ ----- Intermezzo Ende -----
+ Inner Loop: : PSI Inner Loop with Abbruchkriterium Residuum zu erreichen 3816.6437 und m_max 3
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.52 seconds
+ PhiAdjSO: : Starting ImplicitMidpointRule (Order=2)
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.50 seconds
+ PhiAdjSO: : 18.87 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.58 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.53 seconds
+ Initialization: 0.06 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.81 seconds
+ Inner Loop: : InnerCG resNorm : 3226.969
+ Inner Loop: : Time needed for inner loop: 57.65 seconds
+ Inner Loop: : Innere Schleife No. 0/1 : 0 brauchte 1 = m innere Iterationen
+ Inner Loop: : 57.65 seconds
+ FWISO Subproblem: 2: d(7): Finished first / second inner loop ( 2, 1 steps )
+ *************************************
+ Residuumnorm 2: 3226.969
+
+ iteration: 7 PROBLEM Number: 3
+ FWISO problem 3: d(7)
+ shot: 3: Solving forward problem...
+ Initialization: 0.07 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 7.52 seconds
+ Assembling Linearized Operators
+ Assembling Linearized Operators
+ Done!
+ Done!
+ after NonlinearEvaluation 32905
+ Prä-Residuumnorm: 6087.5886
+ Inner Loop: : FIRST ORDER Inner Loop with Abbruchkriterium Residuum zu erreichen 4920.7851 und m_max 3
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.27 seconds
+ Initialization: 0.06 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.63 seconds
+ Inner Loop: : InnerCG resNorm : 4326.5503
+ Inner Loop: : Time needed for inner loop: 18.97 seconds
+ Inner Loop: : Innere Schleife No. 0/1 : 1 brauchte 1 = m innere Iterationen
+ Inner Loop: : 18.97 seconds
+ Residuumnorm 1: 4326.5503
+ ----- Intermezzo: Change Operators and Recalculate Residuum -----
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.53 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.56 seconds
+ Initialization: 0.06 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.79 seconds
+ Intermezzo Residuum: 4325.6698
+ ----- Intermezzo Ende -----
+ Inner Loop: : PSI Inner Loop with Abbruchkriterium Residuum zu erreichen 3899.0723 und m_max 3
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.53 seconds
+ PhiAdjSO: : Starting ImplicitMidpointRule (Order=2)
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.50 seconds
+ PhiAdjSO: : 18.88 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.52 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.55 seconds
+ Initialization: 0.06 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.89 seconds
+ Inner Loop: : InnerCG resNorm : 3932.9352
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.65 seconds
+ PhiAdjSO: : Starting ImplicitMidpointRule (Order=2)
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.51 seconds
+ PhiAdjSO: : 18.84 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.55 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.53 seconds
+ Initialization: 0.06 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.89 seconds
+ Inner Loop: : InnerCG resNorm : 3289.3007
+ Inner Loop: : Time needed for inner loop: 1:55.48 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 0 brauchte 2 = m innere Iterationen
+ Inner Loop: : 1:55.48 minutes
+ FWISO Subproblem: 3: d(7): Finished first / second inner loop ( 1, 2 steps )
+ *************************************
+ Residuumnorm 2: 3289.3007
+
+ iteration: 7 PROBLEM Number: 4
+ FWISO problem 4: d(7)
+ shot: 4: Solving forward problem...
+ Initialization: 0.07 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 7.54 seconds
+ Assembling Linearized Operators
+ Assembling Linearized Operators
+ Done!
+ Done!
+ after NonlinearEvaluation 32947
+ Prä-Residuumnorm: 5925.1171
+ Inner Loop: : FIRST ORDER Inner Loop with Abbruchkriterium Residuum zu erreichen 4802.2317 und m_max 3
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.24 seconds
+ Initialization: 0.06 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.55 seconds
+ Inner Loop: : InnerCG resNorm : 4300.2485
+ Inner Loop: : Time needed for inner loop: 18.87 seconds
+ Inner Loop: : Innere Schleife No. 0/1 : 1 brauchte 1 = m innere Iterationen
+ Inner Loop: : 18.87 seconds
+ Residuumnorm 1: 4300.2485
+ ----- Intermezzo: Change Operators and Recalculate Residuum -----
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.56 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.51 seconds
+ Initialization: 0.06 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.86 seconds
+ Intermezzo Residuum: 4301.7284
+ ----- Intermezzo Ende -----
+ Inner Loop: : PSI Inner Loop with Abbruchkriterium Residuum zu erreichen 3818.0092 und m_max 3
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.61 seconds
+ PhiAdjSO: : Starting ImplicitMidpointRule (Order=2)
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.48 seconds
+ PhiAdjSO: : 18.83 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.58 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.51 seconds
+ Initialization: 0.06 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.88 seconds
+ Inner Loop: : InnerCG resNorm : 3931.1769
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.55 seconds
+ PhiAdjSO: : Starting ImplicitMidpointRule (Order=2)
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.48 seconds
+ PhiAdjSO: : 18.84 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.53 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.57 seconds
+ Initialization: 0.06 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.89 seconds
+ Inner Loop: : InnerCG resNorm : 3411.3587
+ Inner Loop: : Time needed for inner loop: 1:55.44 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 0 brauchte 2 = m innere Iterationen
+ Inner Loop: : 1:55.44 minutes
+ FWISO Subproblem: 4: d(7): Finished first / second inner loop ( 1, 2 steps )
+ *************************************
+ Residuumnorm 2: 3411.3587
+
+ iteration: 7 PROBLEM Number: 5
+ FWISO problem 5: d(7)
+ shot: 5: Solving forward problem...
+ Initialization: 0.07 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 7.62 seconds
+ Assembling Linearized Operators
+ Assembling Linearized Operators
+ Done!
+ Done!
+ after NonlinearEvaluation 32994
+ Prä-Residuumnorm: 3993.9954
+ Inner Loop: : FIRST ORDER Inner Loop with Abbruchkriterium Residuum zu erreichen 2894.6304 und m_max 6
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.25 seconds
+ Initialization: 0.06 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.65 seconds
+ Inner Loop: : InnerCG resNorm : 3389.3676
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.26 seconds
+ Initialization: 0.06 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.59 seconds
+ Inner Loop: : InnerCG resNorm : 3198.4999
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.26 seconds
+ Initialization: 0.06 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.61 seconds
+ Inner Loop: : InnerCG resNorm : 2940.0796
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.26 seconds
+ Initialization: 0.06 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.65 seconds
+ Inner Loop: : InnerCG resNorm : 2623.6787
+ Inner Loop: : Time needed for inner loop: 1:15.84 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 1 brauchte 4 = m innere Iterationen
+ Inner Loop: : 1:15.84 minutes
+ Residuumnorm 1: 2623.6787
+ ----- Intermezzo: Change Operators and Recalculate Residuum -----
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.69 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.63 seconds
+ Initialization: 0.06 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.91 seconds
+ Intermezzo Residuum: 2621.3949
+ ----- Intermezzo Ende -----
+ Inner Loop: : PSI Inner Loop with Abbruchkriterium Residuum zu erreichen 2451.9397 und m_max 2
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.64 seconds
+ PhiAdjSO: : Starting ImplicitMidpointRule (Order=2)
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.55 seconds
+ PhiAdjSO: : 18.88 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.70 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.60 seconds
+ Initialization: 0.06 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.95 seconds
+ Inner Loop: : InnerCG resNorm : 2515.5755
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.65 seconds
+ PhiAdjSO: : Starting ImplicitMidpointRule (Order=2)
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.51 seconds
+ PhiAdjSO: : 18.84 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.67 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.63 seconds
+ Initialization: 0.06 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.96 seconds
+ Inner Loop: : InnerCG resNorm : 2431.051
+ Inner Loop: : Time needed for inner loop: 1:56.20 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 0 brauchte 2 = m innere Iterationen
+ Inner Loop: : 1:56.20 minutes
+ FWISO Subproblem: 5: d(7): Finished first / second inner loop ( 4, 2 steps )
+ *************************************
+ Residuumnorm 2: 2431.051
+
+
+ Iteration Main Looop Counting Variable iter: 8
+
+ iteration: 8 PROBLEM Number: 0
+ FWISO problem 0: d(8)
+ shot: 0: Solving forward problem...
+ Initialization: 0.07 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 7.65 seconds
+ Assembling Linearized Operators
+ Assembling Linearized Operators
+ Done!
+ Done!
+ after NonlinearEvaluation 33039
+ Prä-Residuumnorm: 6080.5514
+ Inner Loop: : FIRST ORDER Inner Loop with Abbruchkriterium Residuum zu erreichen 4947.3081 und m_max 3
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.25 seconds
+ Initialization: 0.06 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.59 seconds
+ Inner Loop: : InnerCG resNorm : 5341.4067
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.27 seconds
+ Initialization: 0.06 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.64 seconds
+ Inner Loop: : InnerCG resNorm : 4739.5598
+ Inner Loop: : Time needed for inner loop: 37.89 seconds
+ Inner Loop: : Innere Schleife No. 0/1 : 1 brauchte 2 = m innere Iterationen
+ Inner Loop: : 37.89 seconds
+ Residuumnorm 1: 4739.5598
+ ----- Intermezzo: Change Operators and Recalculate Residuum -----
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.63 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.62 seconds
+ Initialization: 0.06 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.92 seconds
+ Intermezzo Residuum: 4738.7478
+ ----- Intermezzo Ende -----
+ Inner Loop: : PSI Inner Loop with Abbruchkriterium Residuum zu erreichen 4498.6023 und m_max 3
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.62 seconds
+ PhiAdjSO: : Starting ImplicitMidpointRule (Order=2)
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.55 seconds
+ PhiAdjSO: : 18.94 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.61 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.60 seconds
+ Initialization: 0.06 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.91 seconds
+ Inner Loop: : InnerCG resNorm : 4415.4517
+ Inner Loop: : Time needed for inner loop: 58.03 seconds
+ Inner Loop: : Innere Schleife No. 0/1 : 0 brauchte 1 = m innere Iterationen
+ Inner Loop: : 58.03 seconds
+ FWISO Subproblem: 0: d(8): Finished first / second inner loop ( 2, 1 steps )
+ *************************************
+ Residuumnorm 2: 4415.4517
+
+ iteration: 8 PROBLEM Number: 1
+ FWISO problem 1: d(8)
+ shot: 1: Solving forward problem...
+ Initialization: 0.07 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 7.50 seconds
+ Assembling Linearized Operators
+ Assembling Linearized Operators
+ Done!
+ Done!
+ after NonlinearEvaluation 33088
+ Prä-Residuumnorm: 5410.6642
+ Inner Loop: : FIRST ORDER Inner Loop with Abbruchkriterium Residuum zu erreichen 4874.2391 und m_max 3
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.28 seconds
+ Initialization: 0.06 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.52 seconds
+ Inner Loop: : InnerCG resNorm : 4322.0876
+ Inner Loop: : Time needed for inner loop: 18.88 seconds
+ Inner Loop: : Innere Schleife No. 0/1 : 1 brauchte 1 = m innere Iterationen
+ Inner Loop: : 18.88 seconds
+ Residuumnorm 1: 4322.0876
+ ----- Intermezzo: Change Operators and Recalculate Residuum -----
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.58 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.53 seconds
+ Initialization: 0.06 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.78 seconds
+ Intermezzo Residuum: 4321.8263
+ ----- Intermezzo Ende -----
+ Inner Loop: : PSI Inner Loop with Abbruchkriterium Residuum zu erreichen 4447.1796 und m_max 3
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.57 seconds
+ PhiAdjSO: : Starting ImplicitMidpointRule (Order=2)
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.51 seconds
+ PhiAdjSO: : 18.87 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.54 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.52 seconds
+ Initialization: 0.06 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.90 seconds
+ Inner Loop: : InnerCG resNorm : 3995.5344
+ Inner Loop: : Time needed for inner loop: 57.76 seconds
+ Inner Loop: : Innere Schleife No. 0/1 : 0 brauchte 1 = m innere Iterationen
+ Inner Loop: : 57.76 seconds
+ FWISO Subproblem: 1: d(8): Finished first / second inner loop ( 1, 1 steps )
+ *************************************
+ Residuumnorm 2: 3995.5344
+
+ iteration: 8 PROBLEM Number: 2
+ FWISO problem 2: d(8)
+ shot: 2: Solving forward problem...
+ Initialization: 0.07 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 7.50 seconds
+ Assembling Linearized Operators
+ Assembling Linearized Operators
+ Done!
+ Done!
+ after NonlinearEvaluation 33135
+ Prä-Residuumnorm: 4786.5628
+ Inner Loop: : FIRST ORDER Inner Loop with Abbruchkriterium Residuum zu erreichen 4338.2517 und m_max 3
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.27 seconds
+ Initialization: 0.06 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.59 seconds
+ Inner Loop: : InnerCG resNorm : 3693.6398
+ Inner Loop: : Time needed for inner loop: 18.94 seconds
+ Inner Loop: : Innere Schleife No. 0/1 : 1 brauchte 1 = m innere Iterationen
+ Inner Loop: : 18.94 seconds
+ Residuumnorm 1: 3693.6398
+ ----- Intermezzo: Change Operators and Recalculate Residuum -----
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.52 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.50 seconds
+ Initialization: 0.06 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.81 seconds
+ Intermezzo Residuum: 3694.0606
+ ----- Intermezzo Ende -----
+ Inner Loop: : PSI Inner Loop with Abbruchkriterium Residuum zu erreichen 3625.1852 und m_max 3
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.56 seconds
+ PhiAdjSO: : Starting ImplicitMidpointRule (Order=2)
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.51 seconds
+ PhiAdjSO: : 18.86 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.54 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.52 seconds
+ Initialization: 0.06 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.85 seconds
+ Inner Loop: : InnerCG resNorm : 3407.3533
+ Inner Loop: : Time needed for inner loop: 57.68 seconds
+ Inner Loop: : Innere Schleife No. 0/1 : 0 brauchte 1 = m innere Iterationen
+ Inner Loop: : 57.68 seconds
+ FWISO Subproblem: 2: d(8): Finished first / second inner loop ( 1, 1 steps )
+ *************************************
+ Residuumnorm 2: 3407.3533
+
+ iteration: 8 PROBLEM Number: 3
+ FWISO problem 3: d(8)
+ shot: 3: Solving forward problem...
+ Initialization: 0.07 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 7.49 seconds
+ Assembling Linearized Operators
+ Assembling Linearized Operators
+ Done!
+ Done!
+ after NonlinearEvaluation 33181
+ Prä-Residuumnorm: 5674.2644
+ Inner Loop: : FIRST ORDER Inner Loop with Abbruchkriterium Residuum zu erreichen 4128.0142 und m_max 3
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.26 seconds
+ Initialization: 0.06 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.59 seconds
+ Inner Loop: : InnerCG resNorm : 3707.8221
+ Inner Loop: : Time needed for inner loop: 18.93 seconds
+ Inner Loop: : Innere Schleife No. 0/1 : 1 brauchte 1 = m innere Iterationen
+ Inner Loop: : 18.93 seconds
+ Residuumnorm 1: 3707.8221
+ ----- Intermezzo: Change Operators and Recalculate Residuum -----
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.53 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.59 seconds
+ Initialization: 0.06 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.76 seconds
+ Intermezzo Residuum: 3706.7802
+ ----- Intermezzo Ende -----
+ Inner Loop: : PSI Inner Loop with Abbruchkriterium Residuum zu erreichen 4654.3023 und m_max 3
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.54 seconds
+ PhiAdjSO: : Starting ImplicitMidpointRule (Order=2)
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.53 seconds
+ PhiAdjSO: : 18.89 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.53 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.52 seconds
+ Initialization: 0.06 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.85 seconds
+ Inner Loop: : InnerCG resNorm : 3411.4395
+ Inner Loop: : Time needed for inner loop: 57.68 seconds
+ Inner Loop: : Innere Schleife No. 0/1 : 0 brauchte 1 = m innere Iterationen
+ Inner Loop: : 57.68 seconds
+ FWISO Subproblem: 3: d(8): Finished first / second inner loop ( 1, 1 steps )
+ *************************************
+ Residuumnorm 2: 3411.4395
+
+ iteration: 8 PROBLEM Number: 4
+ FWISO problem 4: d(8)
+ shot: 4: Solving forward problem...
+ Initialization: 0.07 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 7.49 seconds
+ Assembling Linearized Operators
+ Assembling Linearized Operators
+ Done!
+ Done!
+ after NonlinearEvaluation 33231
+ Prä-Residuumnorm: 5447.8869
+ Inner Loop: : FIRST ORDER Inner Loop with Abbruchkriterium Residuum zu erreichen 3973.8985 und m_max 3
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.25 seconds
+ Initialization: 0.06 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.54 seconds
+ Inner Loop: : InnerCG resNorm : 3824.2616
+ Inner Loop: : Time needed for inner loop: 18.88 seconds
+ Inner Loop: : Innere Schleife No. 0/1 : 1 brauchte 1 = m innere Iterationen
+ Inner Loop: : 18.88 seconds
+ Residuumnorm 1: 3824.2616
+ ----- Intermezzo: Change Operators and Recalculate Residuum -----
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.53 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.53 seconds
+ Initialization: 0.06 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.82 seconds
+ Intermezzo Residuum: 3825.0118
+ ----- Intermezzo Ende -----
+ Inner Loop: : PSI Inner Loop with Abbruchkriterium Residuum zu erreichen 4479.19 und m_max 3
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.53 seconds
+ PhiAdjSO: : Starting ImplicitMidpointRule (Order=2)
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.50 seconds
+ PhiAdjSO: : 18.84 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.52 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.56 seconds
+ Initialization: 0.06 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.88 seconds
+ Inner Loop: : InnerCG resNorm : 3504.9817
+ Inner Loop: : Time needed for inner loop: 57.69 seconds
+ Inner Loop: : Innere Schleife No. 0/1 : 0 brauchte 1 = m innere Iterationen
+ Inner Loop: : 57.69 seconds
+ FWISO Subproblem: 4: d(8): Finished first / second inner loop ( 1, 1 steps )
+ *************************************
+ Residuumnorm 2: 3504.9817
+
+ iteration: 8 PROBLEM Number: 5
+ FWISO problem 5: d(8)
+ shot: 5: Solving forward problem...
+ Initialization: 0.07 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 7.64 seconds
+ Assembling Linearized Operators
+ Assembling Linearized Operators
+ Done!
+ Done!
+ after NonlinearEvaluation 33277
+ Prä-Residuumnorm: 3193.8002
+ Inner Loop: : FIRST ORDER Inner Loop with Abbruchkriterium Residuum zu erreichen 2534.4694 und m_max 7
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.25 seconds
+ Initialization: 0.06 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.63 seconds
+ Inner Loop: : InnerCG resNorm : 2858.3097
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.27 seconds
+ Initialization: 0.06 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.64 seconds
+ Inner Loop: : InnerCG resNorm : 2575.9359
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.27 seconds
+ Initialization: 0.06 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.63 seconds
+ Inner Loop: : InnerCG resNorm : 2440.795
+ Inner Loop: : Time needed for inner loop: 56.92 seconds
+ Inner Loop: : Innere Schleife No. 0/1 : 1 brauchte 3 = m innere Iterationen
+ Inner Loop: : 56.92 seconds
+ Residuumnorm 1: 2440.795
+ ----- Intermezzo: Change Operators and Recalculate Residuum -----
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.65 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.65 seconds
+ Initialization: 0.06 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.82 seconds
+ Intermezzo Residuum: 2440.9739
+ ----- Intermezzo Ende -----
+ Inner Loop: : PSI Inner Loop with Abbruchkriterium Residuum zu erreichen 2577.2474 und m_max 3
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.65 seconds
+ PhiAdjSO: : Starting ImplicitMidpointRule (Order=2)
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.51 seconds
+ PhiAdjSO: : 18.90 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.62 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.70 seconds
+ Initialization: 0.06 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.91 seconds
+ Inner Loop: : InnerCG resNorm : 2365.1086
+ Inner Loop: : Time needed for inner loop: 58.12 seconds
+ Inner Loop: : Innere Schleife No. 0/1 : 0 brauchte 1 = m innere Iterationen
+ Inner Loop: : 58.12 seconds
+ FWISO Subproblem: 5: d(8): Finished first / second inner loop ( 3, 1 steps )
+ *************************************
+ Residuumnorm 2: 2365.1086
+
+
+ Iteration Main Looop Counting Variable iter: 9
+
+ iteration: 9 PROBLEM Number: 0
+ FWISO problem 0: d(9)
+ shot: 0: Solving forward problem...
+ Initialization: 0.07 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 7.60 seconds
+ Assembling Linearized Operators
+ Assembling Linearized Operators
+ Done!
+ Done!
+ after NonlinearEvaluation 33320
+ Prä-Residuumnorm: 5286.1784
+ Inner Loop: : FIRST ORDER Inner Loop with Abbruchkriterium Residuum zu erreichen 4793.5811 und m_max 3
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.27 seconds
+ Initialization: 0.06 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.61 seconds
+ Inner Loop: : InnerCG resNorm : 4719.672
+ Inner Loop: : Time needed for inner loop: 18.97 seconds
+ Inner Loop: : Innere Schleife No. 0/1 : 1 brauchte 1 = m innere Iterationen
+ Inner Loop: : 18.97 seconds
+ Residuumnorm 1: 4719.672
+ ----- Intermezzo: Change Operators and Recalculate Residuum -----
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.61 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.60 seconds
+ Initialization: 0.06 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.88 seconds
+ Intermezzo Residuum: 4719.9683
+ ----- Intermezzo Ende -----
+ Inner Loop: : PSI Inner Loop with Abbruchkriterium Residuum zu erreichen 3519.808 und m_max 2
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.64 seconds
+ PhiAdjSO: : Starting ImplicitMidpointRule (Order=2)
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.51 seconds
+ PhiAdjSO: : 18.87 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.62 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.60 seconds
+ Initialization: 0.06 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 10.04 seconds
+ Inner Loop: : InnerCG resNorm : 4506.7224
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.61 seconds
+ PhiAdjSO: : Starting ImplicitMidpointRule (Order=2)
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.55 seconds
+ PhiAdjSO: : 18.90 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.66 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.59 seconds
+ Initialization: 0.06 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.95 seconds
+ Inner Loop: : InnerCG resNorm : 4007.4345
+ Inner Loop: : Time needed for inner loop: 1:56.13 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 0 brauchte 2 = m innere Iterationen
+ Inner Loop: : 1:56.13 minutes
+ FWISO Subproblem: 0: d(9): Finished first / second inner loop ( 1, 2 steps )
+ *************************************
+ Residuumnorm 2: 4007.4345
+
+ iteration: 9 PROBLEM Number: 1
+ FWISO problem 1: d(9)
+ shot: 1: Solving forward problem...
+ Initialization: 0.07 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 7.60 seconds
+ Assembling Linearized Operators
+ Assembling Linearized Operators
+ Done!
+ Done!
+ after NonlinearEvaluation 33365
+ Prä-Residuumnorm: 5470.9031
+ Inner Loop: : FIRST ORDER Inner Loop with Abbruchkriterium Residuum zu erreichen 4435.6552 und m_max 3
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.25 seconds
+ Initialization: 0.06 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.54 seconds
+ Inner Loop: : InnerCG resNorm : 4162.1189
+ Inner Loop: : Time needed for inner loop: 18.87 seconds
+ Inner Loop: : Innere Schleife No. 0/1 : 1 brauchte 1 = m innere Iterationen
+ Inner Loop: : 18.87 seconds
+ Residuumnorm 1: 4162.1189
+ ----- Intermezzo: Change Operators and Recalculate Residuum -----
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.52 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.52 seconds
+ Initialization: 0.06 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.79 seconds
+ Intermezzo Residuum: 4161.5409
+ ----- Intermezzo Ende -----
+ Inner Loop: : PSI Inner Loop with Abbruchkriterium Residuum zu erreichen 4047.0225 und m_max 3
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.51 seconds
+ PhiAdjSO: : Starting ImplicitMidpointRule (Order=2)
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.51 seconds
+ PhiAdjSO: : 18.89 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.52 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.53 seconds
+ Initialization: 0.06 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.84 seconds
+ Inner Loop: : InnerCG resNorm : 3848.6725
+ Inner Loop: : Time needed for inner loop: 57.63 seconds
+ Inner Loop: : Innere Schleife No. 0/1 : 0 brauchte 1 = m innere Iterationen
+ Inner Loop: : 57.63 seconds
+ FWISO Subproblem: 1: d(9): Finished first / second inner loop ( 1, 1 steps )
+ *************************************
+ Residuumnorm 2: 3848.6725
+
+ iteration: 9 PROBLEM Number: 2
+ FWISO problem 2: d(9)
+ shot: 2: Solving forward problem...
+ Initialization: 0.07 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 7.48 seconds
+ Assembling Linearized Operators
+ Assembling Linearized Operators
+ Done!
+ Done!
+ after NonlinearEvaluation 33413
+ Prä-Residuumnorm: 4084.6503
+ Inner Loop: : FIRST ORDER Inner Loop with Abbruchkriterium Residuum zu erreichen 3331.8725 und m_max 3
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.25 seconds
+ Initialization: 0.06 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.57 seconds
+ Inner Loop: : InnerCG resNorm : 3506.1634
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.26 seconds
+ Initialization: 0.06 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.51 seconds
+ Inner Loop: : InnerCG resNorm : 3072.6548
+ Inner Loop: : Time needed for inner loop: 37.75 seconds
+ Inner Loop: : Innere Schleife No. 0/1 : 1 brauchte 2 = m innere Iterationen
+ Inner Loop: : 37.75 seconds
+ Residuumnorm 1: 3072.6548
+ ----- Intermezzo: Change Operators and Recalculate Residuum -----
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.55 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.51 seconds
+ Initialization: 0.06 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.77 seconds
+ Intermezzo Residuum: 3072.3388
+ ----- Intermezzo Ende -----
+ Inner Loop: : PSI Inner Loop with Abbruchkriterium Residuum zu erreichen 2784.2217 und m_max 2
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.57 seconds
+ PhiAdjSO: : Starting ImplicitMidpointRule (Order=2)
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.50 seconds
+ PhiAdjSO: : 18.86 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.53 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.54 seconds
+ Initialization: 0.06 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.84 seconds
+ Inner Loop: : InnerCG resNorm : 2892.0865
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.55 seconds
+ PhiAdjSO: : Starting ImplicitMidpointRule (Order=2)
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.53 seconds
+ PhiAdjSO: : 18.91 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.55 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.52 seconds
+ Initialization: 0.06 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.84 seconds
+ Inner Loop: : InnerCG resNorm : 2687.9467
+ Inner Loop: : Time needed for inner loop: 1:55.36 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 0 brauchte 2 = m innere Iterationen
+ Inner Loop: : 1:55.36 minutes
+ FWISO Subproblem: 2: d(9): Finished first / second inner loop ( 2, 2 steps )
+ *************************************
+ Residuumnorm 2: 2687.9467
+
+ iteration: 9 PROBLEM Number: 3
+ FWISO problem 3: d(9)
+ shot: 3: Solving forward problem...
+ Initialization: 0.07 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 7.51 seconds
+ Assembling Linearized Operators
+ Assembling Linearized Operators
+ Done!
+ Done!
+ after NonlinearEvaluation 33456
+ Prä-Residuumnorm: 4505.4355
+ Inner Loop: : FIRST ORDER Inner Loop with Abbruchkriterium Residuum zu erreichen 2949.9245 und m_max 2
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.26 seconds
+ Initialization: 0.06 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.54 seconds
+ Inner Loop: : InnerCG resNorm : 3558.4861
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.26 seconds
+ Initialization: 0.06 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.51 seconds
+ Inner Loop: : InnerCG resNorm : 3192.4372
+ Inner Loop: : Time needed for inner loop: 37.73 seconds
+ Inner Loop: : Innere Schleife No. 0/1 : 1 brauchte 2 = m innere Iterationen
+ Inner Loop: : 37.73 seconds
+ Residuumnorm 1: 3192.4372
+ ----- Intermezzo: Change Operators and Recalculate Residuum -----
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.54 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.52 seconds
+ Initialization: 0.06 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.82 seconds
+ Intermezzo Residuum: 3192.4287
+ ----- Intermezzo Ende -----
+ Inner Loop: : PSI Inner Loop with Abbruchkriterium Residuum zu erreichen 3326.0157 und m_max 3
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.53 seconds
+ PhiAdjSO: : Starting ImplicitMidpointRule (Order=2)
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.52 seconds
+ PhiAdjSO: : 18.95 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.51 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.51 seconds
+ Initialization: 0.06 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.84 seconds
+ Inner Loop: : InnerCG resNorm : 3014.6405
+ Inner Loop: : Time needed for inner loop: 57.68 seconds
+ Inner Loop: : Innere Schleife No. 0/1 : 0 brauchte 1 = m innere Iterationen
+ Inner Loop: : 57.68 seconds
+ FWISO Subproblem: 3: d(9): Finished first / second inner loop ( 2, 1 steps )
+ *************************************
+ Residuumnorm 2: 3014.6405
+
+ iteration: 9 PROBLEM Number: 4
+ FWISO problem 4: d(9)
+ shot: 4: Solving forward problem...
+ Initialization: 0.07 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 7.52 seconds
+ Assembling Linearized Operators
+ Assembling Linearized Operators
+ Done!
+ Done!
+ after NonlinearEvaluation 33505
+ Prä-Residuumnorm: 4551.7557
+ Inner Loop: : FIRST ORDER Inner Loop with Abbruchkriterium Residuum zu erreichen 2988.2033 und m_max 2
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.25 seconds
+ Initialization: 0.06 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.58 seconds
+ Inner Loop: : InnerCG resNorm : 3686.2218
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.27 seconds
+ Initialization: 0.06 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.53 seconds
+ Inner Loop: : InnerCG resNorm : 3354.1728
+ Inner Loop: : Time needed for inner loop: 37.79 seconds
+ Inner Loop: : Innere Schleife No. 0/1 : 1 brauchte 2 = m innere Iterationen
+ Inner Loop: : 37.79 seconds
+ Residuumnorm 1: 3354.1728
+ ----- Intermezzo: Change Operators and Recalculate Residuum -----
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.53 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.57 seconds
+ Initialization: 0.06 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.77 seconds
+ Intermezzo Residuum: 3354.5693
+ ----- Intermezzo Ende -----
+ Inner Loop: : PSI Inner Loop with Abbruchkriterium Residuum zu erreichen 3368.1611 und m_max 3
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.53 seconds
+ PhiAdjSO: : Starting ImplicitMidpointRule (Order=2)
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.50 seconds
+ PhiAdjSO: : 18.86 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.54 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.54 seconds
+ Initialization: 0.06 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.87 seconds
+ Inner Loop: : InnerCG resNorm : 3131.8309
+ Inner Loop: : Time needed for inner loop: 57.68 seconds
+ Inner Loop: : Innere Schleife No. 0/1 : 0 brauchte 1 = m innere Iterationen
+ Inner Loop: : 57.68 seconds
+ FWISO Subproblem: 4: d(9): Finished first / second inner loop ( 2, 1 steps )
+ *************************************
+ Residuumnorm 2: 3131.8309
+
+ iteration: 9 PROBLEM Number: 5
+ FWISO problem 5: d(9)
+ shot: 5: Solving forward problem...
+ Initialization: 0.07 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 7.65 seconds
+ Assembling Linearized Operators
+ Assembling Linearized Operators
+ Done!
+ Done!
+ after NonlinearEvaluation 33552
+ Prä-Residuumnorm: 2894.8334
+ Inner Loop: : FIRST ORDER Inner Loop with Abbruchkriterium Residuum zu erreichen 2067.4994 und m_max 7
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.24 seconds
+ Initialization: 0.06 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.68 seconds
+ Inner Loop: : InnerCG resNorm : 2603.8264
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.27 seconds
+ Initialization: 0.06 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.61 seconds
+ Inner Loop: : InnerCG resNorm : 2440.9909
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.26 seconds
+ Initialization: 0.06 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.59 seconds
+ Inner Loop: : InnerCG resNorm : 2317.2009
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.27 seconds
+ Initialization: 0.06 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.66 seconds
+ Inner Loop: : InnerCG resNorm : 2110.228
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.25 seconds
+ Initialization: 0.06 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.62 seconds
+ Inner Loop: : InnerCG resNorm : 1993.6958
+ Inner Loop: : Time needed for inner loop: 1:34.84 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 1 brauchte 5 = m innere Iterationen
+ Inner Loop: : 1:34.84 minutes
+ Residuumnorm 1: 1993.6958
+ ----- Intermezzo: Change Operators and Recalculate Residuum -----
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.64 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.69 seconds
+ Initialization: 0.06 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.89 seconds
+ Intermezzo Residuum: 1992.343
+ ----- Intermezzo Ende -----
+ Inner Loop: : PSI Inner Loop with Abbruchkriterium Residuum zu erreichen 2102.3957 und m_max 3
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.71 seconds
+ PhiAdjSO: : Starting ImplicitMidpointRule (Order=2)
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.49 seconds
+ PhiAdjSO: : 18.86 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.71 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.62 seconds
+ Initialization: 0.06 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.96 seconds
+ Inner Loop: : InnerCG resNorm : 1942.7023
+ Inner Loop: : Time needed for inner loop: 58.20 seconds
+ Inner Loop: : Innere Schleife No. 0/1 : 0 brauchte 1 = m innere Iterationen
+ Inner Loop: : 58.20 seconds
+ FWISO Subproblem: 5: d(9): Finished first / second inner loop ( 5, 1 steps )
+ *************************************
+ Residuumnorm 2: 1942.7023
+
+
+ Iteration Main Looop Counting Variable iter: 10
+
+ iteration: 10 PROBLEM Number: 0
+ FWISO problem 0: d(10)
+ shot: 0: Solving forward problem...
+ Initialization: 0.07 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 7.60 seconds
+ Assembling Linearized Operators
+ Assembling Linearized Operators
+ Done!
+ Done!
+ after NonlinearEvaluation 33596
+ Prä-Residuumnorm: 4539.3204
+ Inner Loop: : FIRST ORDER Inner Loop with Abbruchkriterium Residuum zu erreichen 3704.6877 und m_max 3
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.24 seconds
+ Initialization: 0.06 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.63 seconds
+ Inner Loop: : InnerCG resNorm : 4282.5304
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.25 seconds
+ Initialization: 0.06 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.58 seconds
+ Inner Loop: : InnerCG resNorm : 3730.2772
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.28 seconds
+ Initialization: 0.06 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.64 seconds
+ Inner Loop: : InnerCG resNorm : 3322.3507
+ Inner Loop: : Time needed for inner loop: 56.85 seconds
+ Inner Loop: : Innere Schleife No. 0/1 : 1 brauchte 3 = m innere Iterationen
+ Inner Loop: : 56.85 seconds
+ Residuumnorm 1: 3322.3507
+ ----- Intermezzo: Change Operators and Recalculate Residuum -----
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.68 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.62 seconds
+ Initialization: 0.06 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.86 seconds
+ Intermezzo Residuum: 3321.2675
+ ----- Intermezzo Ende -----
+ Inner Loop: : PSI Inner Loop with Abbruchkriterium Residuum zu erreichen 3780.916 und m_max 3
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.59 seconds
+ PhiAdjSO: : Starting ImplicitMidpointRule (Order=2)
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.52 seconds
+ PhiAdjSO: : 18.89 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.62 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.60 seconds
+ Initialization: 0.06 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 10.01 seconds
+ Inner Loop: : InnerCG resNorm : 3085.5337
+ Inner Loop: : Time needed for inner loop: 58.05 seconds
+ Inner Loop: : Innere Schleife No. 0/1 : 0 brauchte 1 = m innere Iterationen
+ Inner Loop: : 58.05 seconds
+ FWISO Subproblem: 0: d(10): Finished first / second inner loop ( 3, 1 steps )
+ *************************************
+ Residuumnorm 2: 3085.5337
+
+ iteration: 10 PROBLEM Number: 1
+ FWISO problem 1: d(10)
+ shot: 1: Solving forward problem...
+ Initialization: 0.07 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 7.55 seconds
+ Assembling Linearized Operators
+ Assembling Linearized Operators
+ Done!
+ Done!
+ after NonlinearEvaluation 33645
+ Prä-Residuumnorm: 6089.809
+ Inner Loop: : FIRST ORDER Inner Loop with Abbruchkriterium Residuum zu erreichen 4443.7021 und m_max 2
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.24 seconds
+ Initialization: 0.06 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.53 seconds
+ Inner Loop: : InnerCG resNorm : 4511.1137
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.26 seconds
+ Initialization: 0.06 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.53 seconds
+ Inner Loop: : InnerCG resNorm : 4006.3528
+ Inner Loop: : Time needed for inner loop: 37.71 seconds
+ Inner Loop: : Innere Schleife No. 0/1 : 1 brauchte 2 = m innere Iterationen
+ Inner Loop: : 37.71 seconds
+ Residuumnorm 1: 4006.3528
+ ----- Intermezzo: Change Operators and Recalculate Residuum -----
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.51 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.57 seconds
+ Initialization: 0.06 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.81 seconds
+ Intermezzo Residuum: 4006.0336
+ ----- Intermezzo Ende -----
+ Inner Loop: : PSI Inner Loop with Abbruchkriterium Residuum zu erreichen 4054.3644 und m_max 2
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.54 seconds
+ PhiAdjSO: : Starting ImplicitMidpointRule (Order=2)
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.52 seconds
+ PhiAdjSO: : 18.87 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.49 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.50 seconds
+ Initialization: 0.06 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.91 seconds
+ Inner Loop: : InnerCG resNorm : 3706.4405
+ Inner Loop: : Time needed for inner loop: 57.66 seconds
+ Inner Loop: : Innere Schleife No. 0/1 : 0 brauchte 1 = m innere Iterationen
+ Inner Loop: : 57.66 seconds
+ FWISO Subproblem: 1: d(10): Finished first / second inner loop ( 2, 1 steps )
+ *************************************
+ Residuumnorm 2: 3706.4405
+
+ iteration: 10 PROBLEM Number: 2
+ FWISO problem 2: d(10)
+ shot: 2: Solving forward problem...
+ Initialization: 0.07 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 7.48 seconds
+ Assembling Linearized Operators
+ Assembling Linearized Operators
+ Done!
+ Done!
+ after NonlinearEvaluation 33689
+ Prä-Residuumnorm: 4300.0175
+ Inner Loop: : FIRST ORDER Inner Loop with Abbruchkriterium Residuum zu erreichen 3903.7832 und m_max 3
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.24 seconds
+ Initialization: 0.06 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.55 seconds
+ Inner Loop: : InnerCG resNorm : 3550.7289
+ Inner Loop: : Time needed for inner loop: 18.88 seconds
+ Inner Loop: : Innere Schleife No. 0/1 : 1 brauchte 1 = m innere Iterationen
+ Inner Loop: : 18.88 seconds
+ Residuumnorm 1: 3550.7289
+ ----- Intermezzo: Change Operators and Recalculate Residuum -----
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.53 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.55 seconds
+ Initialization: 0.06 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.83 seconds
+ Intermezzo Residuum: 3551.1495
+ ----- Intermezzo Ende -----
+ Inner Loop: : PSI Inner Loop with Abbruchkriterium Residuum zu erreichen 3615.5201 und m_max 3
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.52 seconds
+ PhiAdjSO: : Starting ImplicitMidpointRule (Order=2)
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.52 seconds
+ PhiAdjSO: : 18.97 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.52 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.53 seconds
+ Initialization: 0.06 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.85 seconds
+ Inner Loop: : InnerCG resNorm : 3247.0795
+ Inner Loop: : Time needed for inner loop: 57.73 seconds
+ Inner Loop: : Innere Schleife No. 0/1 : 0 brauchte 1 = m innere Iterationen
+ Inner Loop: : 57.73 seconds
+ FWISO Subproblem: 2: d(10): Finished first / second inner loop ( 1, 1 steps )
+ *************************************
+ Residuumnorm 2: 3247.0795
+
+ iteration: 10 PROBLEM Number: 3
+ FWISO problem 3: d(10)
+ shot: 3: Solving forward problem...
+ Initialization: 0.07 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 7.50 seconds
+ Assembling Linearized Operators
+ Assembling Linearized Operators
+ Done!
+ Done!
+ after NonlinearEvaluation 33736
+ Prä-Residuumnorm: 4816.1284
+ Inner Loop: : FIRST ORDER Inner Loop with Abbruchkriterium Residuum zu erreichen 3984.7392 und m_max 3
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.27 seconds
+ Initialization: 0.06 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.55 seconds
+ Inner Loop: : InnerCG resNorm : 3539.3505
+ Inner Loop: : Time needed for inner loop: 18.90 seconds
+ Inner Loop: : Innere Schleife No. 0/1 : 1 brauchte 1 = m innere Iterationen
+ Inner Loop: : 18.90 seconds
+ Residuumnorm 1: 3539.3505
+ ----- Intermezzo: Change Operators and Recalculate Residuum -----
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.53 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.60 seconds
+ Initialization: 0.06 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.79 seconds
+ Intermezzo Residuum: 3539.3459
+ ----- Intermezzo Ende -----
+ Inner Loop: : PSI Inner Loop with Abbruchkriterium Residuum zu erreichen 3199.8387 und m_max 2
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.54 seconds
+ PhiAdjSO: : Starting ImplicitMidpointRule (Order=2)
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.51 seconds
+ PhiAdjSO: : 18.96 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.53 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.53 seconds
+ Initialization: 0.06 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.85 seconds
+ Inner Loop: : InnerCG resNorm : 3274.1142
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.59 seconds
+ PhiAdjSO: : Starting ImplicitMidpointRule (Order=2)
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.51 seconds
+ PhiAdjSO: : 18.87 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.63 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.62 seconds
+ Initialization: 0.06 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.85 seconds
+ Inner Loop: : InnerCG resNorm : 2726.3065
+ Inner Loop: : Time needed for inner loop: 1:55.62 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 0 brauchte 2 = m innere Iterationen
+ Inner Loop: : 1:55.62 minutes
+ FWISO Subproblem: 3: d(10): Finished first / second inner loop ( 1, 2 steps )
+ *************************************
+ Residuumnorm 2: 2726.3065
+
+ iteration: 10 PROBLEM Number: 4
+ FWISO problem 4: d(10)
+ shot: 4: Solving forward problem...
+ Initialization: 0.07 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 7.53 seconds
+ Assembling Linearized Operators
+ Assembling Linearized Operators
+ Done!
+ Done!
+ after NonlinearEvaluation 33785
+ Prä-Residuumnorm: 4823.3871
+ Inner Loop: : FIRST ORDER Inner Loop with Abbruchkriterium Residuum zu erreichen 3994.9575 und m_max 3
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.26 seconds
+ Initialization: 0.06 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.56 seconds
+ Inner Loop: : InnerCG resNorm : 3610.5268
+ Inner Loop: : Time needed for inner loop: 18.91 seconds
+ Inner Loop: : Innere Schleife No. 0/1 : 1 brauchte 1 = m innere Iterationen
+ Inner Loop: : 18.91 seconds
+ Residuumnorm 1: 3610.5268
+ ----- Intermezzo: Change Operators and Recalculate Residuum -----
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.51 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.51 seconds
+ Initialization: 0.06 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.82 seconds
+ Intermezzo Residuum: 3611.2245
+ ----- Intermezzo Ende -----
+ Inner Loop: : PSI Inner Loop with Abbruchkriterium Residuum zu erreichen 3212.2441 und m_max 2
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.56 seconds
+ PhiAdjSO: : Starting ImplicitMidpointRule (Order=2)
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.51 seconds
+ PhiAdjSO: : 18.89 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.54 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.53 seconds
+ Initialization: 0.06 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.85 seconds
+ Inner Loop: : InnerCG resNorm : 3360.0343
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.55 seconds
+ PhiAdjSO: : Starting ImplicitMidpointRule (Order=2)
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.57 seconds
+ PhiAdjSO: : 19.01 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.55 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.61 seconds
+ Initialization: 0.06 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.80 seconds
+ Inner Loop: : InnerCG resNorm : 2780.4666
+ Inner Loop: : Time needed for inner loop: 1:55.55 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 0 brauchte 2 = m innere Iterationen
+ Inner Loop: : 1:55.55 minutes
+ FWISO Subproblem: 4: d(10): Finished first / second inner loop ( 1, 2 steps )
+ *************************************
+ Residuumnorm 2: 2780.4666
+
+ iteration: 10 PROBLEM Number: 5
+ FWISO problem 5: d(10)
+ shot: 5: Solving forward problem...
+ Initialization: 0.07 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 7.63 seconds
+ Assembling Linearized Operators
+ Assembling Linearized Operators
+ Done!
+ Done!
+ after NonlinearEvaluation 33830
+ Prä-Residuumnorm: 2880.3346
+ Inner Loop: : FIRST ORDER Inner Loop with Abbruchkriterium Residuum zu erreichen 2386.4204 und m_max 8
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.25 seconds
+ Initialization: 0.06 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.62 seconds
+ Inner Loop: : InnerCG resNorm : 2282.621
+ Inner Loop: : Time needed for inner loop: 18.94 seconds
+ Inner Loop: : Innere Schleife No. 0/1 : 1 brauchte 1 = m innere Iterationen
+ Inner Loop: : 18.94 seconds
+ Residuumnorm 1: 2282.621
+ ----- Intermezzo: Change Operators and Recalculate Residuum -----
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.62 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.62 seconds
+ Initialization: 0.06 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.92 seconds
+ Intermezzo Residuum: 2282.703
+ ----- Intermezzo Ende -----
+ Inner Loop: : PSI Inner Loop with Abbruchkriterium Residuum zu erreichen 1882.6792 und m_max 2
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.61 seconds
+ PhiAdjSO: : Starting ImplicitMidpointRule (Order=2)
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.51 seconds
+ PhiAdjSO: : 18.95 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.74 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.60 seconds
+ Initialization: 0.06 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 10.01 seconds
+ Inner Loop: : InnerCG resNorm : 2188.1139
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.67 seconds
+ PhiAdjSO: : Starting ImplicitMidpointRule (Order=2)
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.50 seconds
+ PhiAdjSO: : 18.89 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.81 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.70 seconds
+ Initialization: 0.06 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.95 seconds
+ Inner Loop: : InnerCG resNorm : 2089.8421
+ Inner Loop: : Time needed for inner loop: 1:56.58 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 0 brauchte 2 = m innere Iterationen
+ Inner Loop: : 1:56.58 minutes
+ FWISO Subproblem: 5: d(10): Finished first / second inner loop ( 1, 2 steps )
+ *************************************
+ Residuumnorm 2: 2089.8421
+
+
+ Iteration Main Looop Counting Variable iter: 11
+
+ iteration: 11 PROBLEM Number: 0
+ FWISO problem 0: d(11)
+ shot: 0: Solving forward problem...
+ Initialization: 0.07 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 7.64 seconds
+ Assembling Linearized Operators
+ Assembling Linearized Operators
+ Done!
+ Done!
+ after NonlinearEvaluation 33876
+ Prä-Residuumnorm: 4204.5353
+ Inner Loop: : FIRST ORDER Inner Loop with Abbruchkriterium Residuum zu erreichen 3946.8431 und m_max 4
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.24 seconds
+ Initialization: 0.06 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.62 seconds
+ Inner Loop: : InnerCG resNorm : 3733.4032
+ Inner Loop: : Time needed for inner loop: 18.94 seconds
+ Inner Loop: : Innere Schleife No. 0/1 : 1 brauchte 1 = m innere Iterationen
+ Inner Loop: : 18.94 seconds
+ Residuumnorm 1: 3733.4032
+ ----- Intermezzo: Change Operators and Recalculate Residuum -----
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.60 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.60 seconds
+ Initialization: 0.06 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.83 seconds
+ Intermezzo Residuum: 3733.6459
+ ----- Intermezzo Ende -----
+ Inner Loop: : PSI Inner Loop with Abbruchkriterium Residuum zu erreichen 3151.8585 und m_max 3
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.60 seconds
+ PhiAdjSO: : Starting ImplicitMidpointRule (Order=2)
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.53 seconds
+ PhiAdjSO: : 18.92 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.62 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.61 seconds
+ Initialization: 0.06 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.97 seconds
+ Inner Loop: : InnerCG resNorm : 3556.62
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.68 seconds
+ PhiAdjSO: : Starting ImplicitMidpointRule (Order=2)
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.51 seconds
+ PhiAdjSO: : 18.90 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.62 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.66 seconds
+ Initialization: 0.06 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.87 seconds
+ Inner Loop: : InnerCG resNorm : 3269.0029
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.66 seconds
+ PhiAdjSO: : Starting ImplicitMidpointRule (Order=2)
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.55 seconds
+ PhiAdjSO: : 18.95 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.65 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.63 seconds
+ Initialization: 0.06 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.89 seconds
+ Inner Loop: : InnerCG resNorm : 2899.6708
+ Inner Loop: : Time needed for inner loop: 2:54.19 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 0 brauchte 3 = m innere Iterationen
+ Inner Loop: : 2:54.19 minutes
+ FWISO Subproblem: 0: d(11): Finished first / second inner loop ( 1, 3 steps )
+ *************************************
+ Residuumnorm 2: 2899.6708
+
+ iteration: 11 PROBLEM Number: 1
+ FWISO problem 1: d(11)
+ shot: 1: Solving forward problem...
+ Initialization: 0.07 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 7.51 seconds
+ Assembling Linearized Operators
+ Assembling Linearized Operators
+ Done!
+ Done!
+ after NonlinearEvaluation 33922
+ Prä-Residuumnorm: 5562.6041
+ Inner Loop: : FIRST ORDER Inner Loop with Abbruchkriterium Residuum zu erreichen 4810.8037 und m_max 3
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.26 seconds
+ Initialization: 0.06 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.53 seconds
+ Inner Loop: : InnerCG resNorm : 4133.0552
+ Inner Loop: : Time needed for inner loop: 18.88 seconds
+ Inner Loop: : Innere Schleife No. 0/1 : 1 brauchte 1 = m innere Iterationen
+ Inner Loop: : 18.88 seconds
+ Residuumnorm 1: 4133.0552
+ ----- Intermezzo: Change Operators and Recalculate Residuum -----
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.57 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.52 seconds
+ Initialization: 0.06 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.75 seconds
+ Intermezzo Residuum: 4132.8065
+ ----- Intermezzo Ende -----
+ Inner Loop: : PSI Inner Loop with Abbruchkriterium Residuum zu erreichen 3333.0342 und m_max 2
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.52 seconds
+ PhiAdjSO: : Starting ImplicitMidpointRule (Order=2)
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.51 seconds
+ PhiAdjSO: : 18.88 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.55 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.54 seconds
+ Initialization: 0.06 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.86 seconds
+ Inner Loop: : InnerCG resNorm : 3677.277
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.54 seconds
+ PhiAdjSO: : Starting ImplicitMidpointRule (Order=2)
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.50 seconds
+ PhiAdjSO: : 18.87 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.58 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.54 seconds
+ Initialization: 0.06 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.82 seconds
+ Inner Loop: : InnerCG resNorm : 3332.1314
+ Inner Loop: : Time needed for inner loop: 1:55.36 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 0 brauchte 2 = m innere Iterationen
+ Inner Loop: : 1:55.36 minutes
+ FWISO Subproblem: 1: d(11): Finished first / second inner loop ( 1, 2 steps )
+ *************************************
+ Residuumnorm 2: 3332.1314
+
+ iteration: 11 PROBLEM Number: 2
+ FWISO problem 2: d(11)
+ shot: 2: Solving forward problem...
+ Initialization: 0.07 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 7.49 seconds
+ Assembling Linearized Operators
+ Assembling Linearized Operators
+ Done!
+ Done!
+ after NonlinearEvaluation 33964
+ Prä-Residuumnorm: 4496.9587
+ Inner Loop: : FIRST ORDER Inner Loop with Abbruchkriterium Residuum zu erreichen 3674.3191 und m_max 3
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.25 seconds
+ Initialization: 0.06 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.52 seconds
+ Inner Loop: : InnerCG resNorm : 3723.9856
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.25 seconds
+ Initialization: 0.06 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.59 seconds
+ Inner Loop: : InnerCG resNorm : 3124.3516
+ Inner Loop: : Time needed for inner loop: 37.76 seconds
+ Inner Loop: : Innere Schleife No. 0/1 : 1 brauchte 2 = m innere Iterationen
+ Inner Loop: : 37.76 seconds
+ Residuumnorm 1: 3124.3516
+ ----- Intermezzo: Change Operators and Recalculate Residuum -----
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.54 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.53 seconds
+ Initialization: 0.06 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.79 seconds
+ Intermezzo Residuum: 3124.8703
+ ----- Intermezzo Ende -----
+ Inner Loop: : PSI Inner Loop with Abbruchkriterium Residuum zu erreichen 3403 und m_max 3
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.55 seconds
+ PhiAdjSO: : Starting ImplicitMidpointRule (Order=2)
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.50 seconds
+ PhiAdjSO: : 18.90 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.53 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.53 seconds
+ Initialization: 0.06 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.84 seconds
+ Inner Loop: : InnerCG resNorm : 2828.5633
+ Inner Loop: : Time needed for inner loop: 57.69 seconds
+ Inner Loop: : Innere Schleife No. 0/1 : 0 brauchte 1 = m innere Iterationen
+ Inner Loop: : 57.69 seconds
+ FWISO Subproblem: 2: d(11): Finished first / second inner loop ( 2, 1 steps )
+ *************************************
+ Residuumnorm 2: 2828.5633
+
+ iteration: 11 PROBLEM Number: 3
+ FWISO problem 3: d(11)
+ shot: 3: Solving forward problem...
+ Initialization: 0.07 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 7.48 seconds
+ Assembling Linearized Operators
+ Assembling Linearized Operators
+ Done!
+ Done!
+ after NonlinearEvaluation 34008
+ Prä-Residuumnorm: 3972.1845
+ Inner Loop: : FIRST ORDER Inner Loop with Abbruchkriterium Residuum zu erreichen 2957.8338 und m_max 3
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.25 seconds
+ Initialization: 0.06 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.53 seconds
+ Inner Loop: : InnerCG resNorm : 3145.0498
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.26 seconds
+ Initialization: 0.06 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.52 seconds
+ Inner Loop: : InnerCG resNorm : 2854.0659
+ Inner Loop: : Time needed for inner loop: 37.71 seconds
+ Inner Loop: : Innere Schleife No. 0/1 : 1 brauchte 2 = m innere Iterationen
+ Inner Loop: : 37.71 seconds
+ Residuumnorm 1: 2854.0659
+ ----- Intermezzo: Change Operators and Recalculate Residuum -----
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.53 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.54 seconds
+ Initialization: 0.06 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.84 seconds
+ Intermezzo Residuum: 2854.0291
+ ----- Intermezzo Ende -----
+ Inner Loop: : PSI Inner Loop with Abbruchkriterium Residuum zu erreichen 3305.6532 und m_max 3
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.53 seconds
+ PhiAdjSO: : Starting ImplicitMidpointRule (Order=2)
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.51 seconds
+ PhiAdjSO: : 18.89 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.52 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.53 seconds
+ Initialization: 0.06 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.85 seconds
+ Inner Loop: : InnerCG resNorm : 2695.0684
+ Inner Loop: : Time needed for inner loop: 57.66 seconds
+ Inner Loop: : Innere Schleife No. 0/1 : 0 brauchte 1 = m innere Iterationen
+ Inner Loop: : 57.66 seconds
+ FWISO Subproblem: 3: d(11): Finished first / second inner loop ( 2, 1 steps )
+ *************************************
+ Residuumnorm 2: 2695.0684
+
+ iteration: 11 PROBLEM Number: 4
+ FWISO problem 4: d(11)
+ shot: 4: Solving forward problem...
+ Initialization: 0.07 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 7.49 seconds
+ Assembling Linearized Operators
+ Assembling Linearized Operators
+ Done!
+ Done!
+ after NonlinearEvaluation 34054
+ Prä-Residuumnorm: 3442.4617
+ Inner Loop: : FIRST ORDER Inner Loop with Abbruchkriterium Residuum zu erreichen 2566.0888 und m_max 3
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.24 seconds
+ Initialization: 0.06 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.55 seconds
+ Inner Loop: : InnerCG resNorm : 2979.8738
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.26 seconds
+ Initialization: 0.06 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.60 seconds
+ Inner Loop: : InnerCG resNorm : 2771.7002
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.26 seconds
+ Initialization: 0.06 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.54 seconds
+ Inner Loop: : InnerCG resNorm : 2375.319
+ Inner Loop: : Time needed for inner loop: 56.68 seconds
+ Inner Loop: : Innere Schleife No. 0/1 : 1 brauchte 3 = m innere Iterationen
+ Inner Loop: : 56.68 seconds
+ Residuumnorm 1: 2375.319
+ ----- Intermezzo: Change Operators and Recalculate Residuum -----
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.60 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.56 seconds
+ Initialization: 0.06 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.76 seconds
+ Intermezzo Residuum: 2375.0895
+ ----- Intermezzo Ende -----
+ Inner Loop: : PSI Inner Loop with Abbruchkriterium Residuum zu erreichen 2867.5236 und m_max 3
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.59 seconds
+ PhiAdjSO: : Starting ImplicitMidpointRule (Order=2)
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.52 seconds
+ PhiAdjSO: : 18.89 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.55 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.53 seconds
+ Initialization: 0.06 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.91 seconds
+ Inner Loop: : InnerCG resNorm : 2259.3495
+ Inner Loop: : Time needed for inner loop: 57.82 seconds
+ Inner Loop: : Innere Schleife No. 0/1 : 0 brauchte 1 = m innere Iterationen
+ Inner Loop: : 57.82 seconds
+ FWISO Subproblem: 4: d(11): Finished first / second inner loop ( 3, 1 steps )
+ *************************************
+ Residuumnorm 2: 2259.3495
+
+ iteration: 11 PROBLEM Number: 5
+ FWISO problem 5: d(11)
+ shot: 5: Solving forward problem...
+ Initialization: 0.07 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 7.61 seconds
+ Assembling Linearized Operators
+ Assembling Linearized Operators
+ Done!
+ Done!
+ after NonlinearEvaluation 34087
+ Prä-Residuumnorm: 2685.81
+ Inner Loop: : FIRST ORDER Inner Loop with Abbruchkriterium Residuum zu erreichen 2002.7273 und m_max 6
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.26 seconds
+ Initialization: 0.06 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.62 seconds
+ Inner Loop: : InnerCG resNorm : 2369.6105
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.26 seconds
+ Initialization: 0.06 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.63 seconds
+ Inner Loop: : InnerCG resNorm : 2232.1852
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.25 seconds
+ Initialization: 0.06 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.64 seconds
+ Inner Loop: : InnerCG resNorm : 2046.3381
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.26 seconds
+ Initialization: 0.06 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.69 seconds
+ Inner Loop: : InnerCG resNorm : 1897.4843
+ Inner Loop: : Time needed for inner loop: 1:15.91 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 1 brauchte 4 = m innere Iterationen
+ Inner Loop: : 1:15.91 minutes
+ Residuumnorm 1: 1897.4843
+ ----- Intermezzo: Change Operators and Recalculate Residuum -----
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.62 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.66 seconds
+ Initialization: 0.06 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.90 seconds
+ Intermezzo Residuum: 1897.0847
+ ----- Intermezzo Ende -----
+ Inner Loop: : PSI Inner Loop with Abbruchkriterium Residuum zu erreichen 2220.6708 und m_max 3
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.64 seconds
+ PhiAdjSO: : Starting ImplicitMidpointRule (Order=2)
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.54 seconds
+ PhiAdjSO: : 18.91 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.64 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.63 seconds
+ Initialization: 0.06 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 10.00 seconds
+ Inner Loop: : InnerCG resNorm : 1836.4702
+ Inner Loop: : Time needed for inner loop: 58.16 seconds
+ Inner Loop: : Innere Schleife No. 0/1 : 0 brauchte 1 = m innere Iterationen
+ Inner Loop: : 58.16 seconds
+ FWISO Subproblem: 5: d(11): Finished first / second inner loop ( 4, 1 steps )
+ *************************************
+ Residuumnorm 2: 1836.4702
+
+
+ Iteration Main Looop Counting Variable iter: 12
+
+ iteration: 12 PROBLEM Number: 0
+ FWISO problem 0: d(12)
+ shot: 0: Solving forward problem...
+ Initialization: 0.07 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 7.57 seconds
+ Assembling Linearized Operators
+ Assembling Linearized Operators
+ Done!
+ Done!
+ after NonlinearEvaluation 34133
+ Prä-Residuumnorm: 3755.927
+ Inner Loop: : FIRST ORDER Inner Loop with Abbruchkriterium Residuum zu erreichen 3173.1567 und m_max 4
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.25 seconds
+ Initialization: 0.06 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.66 seconds
+ Inner Loop: : InnerCG resNorm : 3397.6557
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.25 seconds
+ Initialization: 0.06 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.63 seconds
+ Inner Loop: : InnerCG resNorm : 3123.6987
+ Inner Loop: : Time needed for inner loop: 37.95 seconds
+ Inner Loop: : Innere Schleife No. 0/1 : 1 brauchte 2 = m innere Iterationen
+ Inner Loop: : 37.95 seconds
+ Residuumnorm 1: 3123.6987
+ ----- Intermezzo: Change Operators and Recalculate Residuum -----
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.64 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.64 seconds
+ Initialization: 0.06 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.80 seconds
+ Intermezzo Residuum: 3123.629
+ ----- Intermezzo Ende -----
+ Inner Loop: : PSI Inner Loop with Abbruchkriterium Residuum zu erreichen 3442.4736 und m_max 4
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.61 seconds
+ PhiAdjSO: : Starting ImplicitMidpointRule (Order=2)
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.52 seconds
+ PhiAdjSO: : 18.88 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.66 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.61 seconds
+ Initialization: 0.06 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.93 seconds
+ Inner Loop: : InnerCG resNorm : 2975.0294
+ Inner Loop: : Time needed for inner loop: 58.03 seconds
+ Inner Loop: : Innere Schleife No. 0/1 : 0 brauchte 1 = m innere Iterationen
+ Inner Loop: : 58.03 seconds
+ FWISO Subproblem: 0: d(12): Finished first / second inner loop ( 2, 1 steps )
+ *************************************
+ Residuumnorm 2: 2975.0294
+
+ iteration: 12 PROBLEM Number: 1
+ FWISO problem 1: d(12)
+ shot: 1: Solving forward problem...
+ Initialization: 0.07 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 7.53 seconds
+ Assembling Linearized Operators
+ Assembling Linearized Operators
+ Done!
+ Done!
+ after NonlinearEvaluation 34179
+ Prä-Residuumnorm: 4513.4267
+ Inner Loop: : FIRST ORDER Inner Loop with Abbruchkriterium Residuum zu erreichen 3513.0829 und m_max 3
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.24 seconds
+ Initialization: 0.06 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.57 seconds
+ Inner Loop: : InnerCG resNorm : 3669.0914
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.27 seconds
+ Initialization: 0.06 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.52 seconds
+ Inner Loop: : InnerCG resNorm : 3243.1364
+ Inner Loop: : Time needed for inner loop: 37.77 seconds
+ Inner Loop: : Innere Schleife No. 0/1 : 1 brauchte 2 = m innere Iterationen
+ Inner Loop: : 37.77 seconds
+ Residuumnorm 1: 3243.1364
+ ----- Intermezzo: Change Operators and Recalculate Residuum -----
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.53 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.52 seconds
+ Initialization: 0.06 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.71 seconds
+ Intermezzo Residuum: 3243.0045
+ ----- Intermezzo Ende -----
+ Inner Loop: : PSI Inner Loop with Abbruchkriterium Residuum zu erreichen 3608.9043 und m_max 3
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.50 seconds
+ PhiAdjSO: : Starting ImplicitMidpointRule (Order=2)
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.51 seconds
+ PhiAdjSO: : 18.88 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.54 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.56 seconds
+ Initialization: 0.06 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.81 seconds
+ Inner Loop: : InnerCG resNorm : 3059.3188
+ Inner Loop: : Time needed for inner loop: 57.64 seconds
+ Inner Loop: : Innere Schleife No. 0/1 : 0 brauchte 1 = m innere Iterationen
+ Inner Loop: : 57.64 seconds
+ FWISO Subproblem: 1: d(12): Finished first / second inner loop ( 2, 1 steps )
+ *************************************
+ Residuumnorm 2: 3059.3188
+
+ iteration: 12 PROBLEM Number: 2
+ FWISO problem 2: d(12)
+ shot: 2: Solving forward problem...
+ Initialization: 0.07 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 7.46 seconds
+ Assembling Linearized Operators
+ Assembling Linearized Operators
+ Done!
+ Done!
+ after NonlinearEvaluation 34224
+ Prä-Residuumnorm: 3879.8443
+ Inner Loop: : FIRST ORDER Inner Loop with Abbruchkriterium Residuum zu erreichen 3524.9696 und m_max 3
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.26 seconds
+ Initialization: 0.06 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.56 seconds
+ Inner Loop: : InnerCG resNorm : 3252.8468
+ Inner Loop: : Time needed for inner loop: 18.91 seconds
+ Inner Loop: : Innere Schleife No. 0/1 : 1 brauchte 1 = m innere Iterationen
+ Inner Loop: : 18.91 seconds
+ Residuumnorm 1: 3252.8468
+ ----- Intermezzo: Change Operators and Recalculate Residuum -----
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.52 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.58 seconds
+ Initialization: 0.06 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.76 seconds
+ Intermezzo Residuum: 3253.2534
+ ----- Intermezzo Ende -----
+ Inner Loop: : PSI Inner Loop with Abbruchkriterium Residuum zu erreichen 2642.4079 und m_max 2
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.56 seconds
+ PhiAdjSO: : Starting ImplicitMidpointRule (Order=2)
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.53 seconds
+ PhiAdjSO: : 18.89 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.55 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.62 seconds
+ Initialization: 0.06 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.84 seconds
+ Inner Loop: : InnerCG resNorm : 3015.8536
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.57 seconds
+ PhiAdjSO: : Starting ImplicitMidpointRule (Order=2)
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.50 seconds
+ PhiAdjSO: : 18.85 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.61 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.61 seconds
+ Initialization: 0.06 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.85 seconds
+ Inner Loop: : InnerCG resNorm : 2514.4618
+ Inner Loop: : Time needed for inner loop: 1:55.59 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 0 brauchte 2 = m innere Iterationen
+ Inner Loop: : 1:55.59 minutes
+ FWISO Subproblem: 2: d(12): Finished first / second inner loop ( 1, 2 steps )
+ *************************************
+ Residuumnorm 2: 2514.4618
+
+ iteration: 12 PROBLEM Number: 3
+ FWISO problem 3: d(12)
+ shot: 3: Solving forward problem...
+ Initialization: 0.07 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 7.48 seconds
+ Assembling Linearized Operators
+ Assembling Linearized Operators
+ Done!
+ Done!
+ after NonlinearEvaluation 34270
+ Prä-Residuumnorm: 4206.9275
+ Inner Loop: : FIRST ORDER Inner Loop with Abbruchkriterium Residuum zu erreichen 3669.7798 und m_max 3
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.26 seconds
+ Initialization: 0.06 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.54 seconds
+ Inner Loop: : InnerCG resNorm : 3127.5968
+ Inner Loop: : Time needed for inner loop: 18.87 seconds
+ Inner Loop: : Innere Schleife No. 0/1 : 1 brauchte 1 = m innere Iterationen
+ Inner Loop: : 18.87 seconds
+ Residuumnorm 1: 3127.5968
+ ----- Intermezzo: Change Operators and Recalculate Residuum -----
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.51 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.56 seconds
+ Initialization: 0.06 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.76 seconds
+ Intermezzo Residuum: 3127.6739
+ ----- Intermezzo Ende -----
+ Inner Loop: : PSI Inner Loop with Abbruchkriterium Residuum zu erreichen 3150.9057 und m_max 3
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.52 seconds
+ PhiAdjSO: : Starting ImplicitMidpointRule (Order=2)
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.52 seconds
+ PhiAdjSO: : 18.91 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.54 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.54 seconds
+ Initialization: 0.06 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.87 seconds
+ Inner Loop: : InnerCG resNorm : 2880.32
+ Inner Loop: : Time needed for inner loop: 57.71 seconds
+ Inner Loop: : Innere Schleife No. 0/1 : 0 brauchte 1 = m innere Iterationen
+ Inner Loop: : 57.71 seconds
+ FWISO Subproblem: 3: d(12): Finished first / second inner loop ( 1, 1 steps )
+ *************************************
+ Residuumnorm 2: 2880.32
+
+ iteration: 12 PROBLEM Number: 4
+ FWISO problem 4: d(12)
+ shot: 4: Solving forward problem...
+ Initialization: 0.07 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 7.54 seconds
+ Assembling Linearized Operators
+ Assembling Linearized Operators
+ Done!
+ Done!
+ after NonlinearEvaluation 34318
+ Prä-Residuumnorm: 3283.2996
+ Inner Loop: : FIRST ORDER Inner Loop with Abbruchkriterium Residuum zu erreichen 3004.6816 und m_max 4
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.26 seconds
+ Initialization: 0.06 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.55 seconds
+ Inner Loop: : InnerCG resNorm : 2705.9427
+ Inner Loop: : Time needed for inner loop: 18.88 seconds
+ Inner Loop: : Innere Schleife No. 0/1 : 1 brauchte 1 = m innere Iterationen
+ Inner Loop: : 18.88 seconds
+ Residuumnorm 1: 2705.9427
+ ----- Intermezzo: Change Operators and Recalculate Residuum -----
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.56 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.51 seconds
+ Initialization: 0.06 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.79 seconds
+ Intermezzo Residuum: 2706.179
+ ----- Intermezzo Ende -----
+ Inner Loop: : PSI Inner Loop with Abbruchkriterium Residuum zu erreichen 2461.4494 und m_max 3
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.54 seconds
+ PhiAdjSO: : Starting ImplicitMidpointRule (Order=2)
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.49 seconds
+ PhiAdjSO: : 18.86 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.64 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.57 seconds
+ Initialization: 0.06 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.86 seconds
+ Inner Loop: : InnerCG resNorm : 2566.2495
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.55 seconds
+ PhiAdjSO: : Starting ImplicitMidpointRule (Order=2)
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.51 seconds
+ PhiAdjSO: : 18.85 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.55 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.63 seconds
+ Initialization: 0.06 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.79 seconds
+ Inner Loop: : InnerCG resNorm : 2310.7246
+ Inner Loop: : Time needed for inner loop: 1:55.52 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 0 brauchte 2 = m innere Iterationen
+ Inner Loop: : 1:55.52 minutes
+ FWISO Subproblem: 4: d(12): Finished first / second inner loop ( 1, 2 steps )
+ *************************************
+ Residuumnorm 2: 2310.7246
+
+ iteration: 12 PROBLEM Number: 5
+ FWISO problem 5: d(12)
+ shot: 5: Solving forward problem...
+ Initialization: 0.07 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 8.03 seconds
+ Assembling Linearized Operators
+ Assembling Linearized Operators
+ Done!
+ Done!
+ after NonlinearEvaluation 34362
+ Prä-Residuumnorm: 2428.9281
+ Inner Loop: : FIRST ORDER Inner Loop with Abbruchkriterium Residuum zu erreichen 2274.4906 und m_max 5
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.25 seconds
+ Initialization: 0.06 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.63 seconds
+ Inner Loop: : InnerCG resNorm : 2165.4663
+ Inner Loop: : Time needed for inner loop: 18.96 seconds
+ Inner Loop: : Innere Schleife No. 0/1 : 1 brauchte 1 = m innere Iterationen
+ Inner Loop: : 18.96 seconds
+ Residuumnorm 1: 2165.4663
+ ----- Intermezzo: Change Operators and Recalculate Residuum -----
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.63 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.64 seconds
+ Initialization: 0.06 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.73 seconds
+ Intermezzo Residuum: 2165.5973
+ ----- Intermezzo Ende -----
+ Inner Loop: : PSI Inner Loop with Abbruchkriterium Residuum zu erreichen 1807.4491 und m_max 3
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.62 seconds
+ PhiAdjSO: : Starting ImplicitMidpointRule (Order=2)
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.53 seconds
+ PhiAdjSO: : 18.94 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.64 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.64 seconds
+ Initialization: 0.06 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.89 seconds
+ Inner Loop: : InnerCG resNorm : 2085.6751
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.61 seconds
+ PhiAdjSO: : Starting ImplicitMidpointRule (Order=2)
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.51 seconds
+ PhiAdjSO: : 18.86 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.61 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.64 seconds
+ Initialization: 0.06 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.88 seconds
+ Inner Loop: : InnerCG resNorm : 1912.4139
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.67 seconds
+ PhiAdjSO: : Starting ImplicitMidpointRule (Order=2)
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.49 seconds
+ PhiAdjSO: : 18.92 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.62 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.69 seconds
+ Initialization: 0.06 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.81 seconds
+ Inner Loop: : InnerCG resNorm : 1772.6428
+ Inner Loop: : Time needed for inner loop: 2:54.02 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 0 brauchte 3 = m innere Iterationen
+ Inner Loop: : 2:54.02 minutes
+ FWISO Subproblem: 5: d(12): Finished first / second inner loop ( 1, 3 steps )
+ *************************************
+ Residuumnorm 2: 1772.6428
+
+
+ Iteration Main Looop Counting Variable iter: 13
+
+ iteration: 13 PROBLEM Number: 0
+ FWISO problem 0: d(13)
+ shot: 0: Solving forward problem...
+ Initialization: 0.07 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 7.62 seconds
+ Assembling Linearized Operators
+ Assembling Linearized Operators
+ Done!
+ Done!
+ after NonlinearEvaluation 34409
+ Prä-Residuumnorm: 3991.7754
+ Inner Loop: : FIRST ORDER Inner Loop with Abbruchkriterium Residuum zu erreichen 3682.0931 und m_max 3
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.25 seconds
+ Initialization: 0.06 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.62 seconds
+ Inner Loop: : InnerCG resNorm : 3598.4165
+ Inner Loop: : Time needed for inner loop: 18.96 seconds
+ Inner Loop: : Innere Schleife No. 0/1 : 1 brauchte 1 = m innere Iterationen
+ Inner Loop: : 18.96 seconds
+ Residuumnorm 1: 3598.4165
+ ----- Intermezzo: Change Operators and Recalculate Residuum -----
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.74 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.65 seconds
+ Initialization: 0.06 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.90 seconds
+ Intermezzo Residuum: 3598.6224
+ ----- Intermezzo Ende -----
+ Inner Loop: : PSI Inner Loop with Abbruchkriterium Residuum zu erreichen 3292.7752 und m_max 4
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.61 seconds
+ PhiAdjSO: : Starting ImplicitMidpointRule (Order=2)
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.52 seconds
+ PhiAdjSO: : 18.87 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.65 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.66 seconds
+ Initialization: 0.06 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.96 seconds
+ Inner Loop: : InnerCG resNorm : 3419.8704
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.63 seconds
+ PhiAdjSO: : Starting ImplicitMidpointRule (Order=2)
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.49 seconds
+ PhiAdjSO: : 18.83 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.65 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.64 seconds
+ Initialization: 0.06 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.93 seconds
+ Inner Loop: : InnerCG resNorm : 3036.0451
+ Inner Loop: : Time needed for inner loop: 1:56.09 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 0 brauchte 2 = m innere Iterationen
+ Inner Loop: : 1:56.09 minutes
+ FWISO Subproblem: 0: d(13): Finished first / second inner loop ( 1, 2 steps )
+ *************************************
+ Residuumnorm 2: 3036.0451
+
+ iteration: 13 PROBLEM Number: 1
+ FWISO problem 1: d(13)
+ shot: 1: Solving forward problem...
+ Initialization: 0.07 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 7.52 seconds
+ Assembling Linearized Operators
+ Assembling Linearized Operators
+ Done!
+ Done!
+ after NonlinearEvaluation 34454
+ Prä-Residuumnorm: 4429.106
+ Inner Loop: : FIRST ORDER Inner Loop with Abbruchkriterium Residuum zu erreichen 3938.2784 und m_max 3
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.25 seconds
+ Initialization: 0.06 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.53 seconds
+ Inner Loop: : InnerCG resNorm : 3586.5051
+ Inner Loop: : Time needed for inner loop: 18.86 seconds
+ Inner Loop: : Innere Schleife No. 0/1 : 1 brauchte 1 = m innere Iterationen
+ Inner Loop: : 18.86 seconds
+ Residuumnorm 1: 3586.5051
+ ----- Intermezzo: Change Operators and Recalculate Residuum -----
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.51 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.51 seconds
+ Initialization: 0.06 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.84 seconds
+ Intermezzo Residuum: 3586.2936
+ ----- Intermezzo Ende -----
+ Inner Loop: : PSI Inner Loop with Abbruchkriterium Residuum zu erreichen 3187.3339 und m_max 3
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.50 seconds
+ PhiAdjSO: : Starting ImplicitMidpointRule (Order=2)
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.51 seconds
+ PhiAdjSO: : 18.88 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.57 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.51 seconds
+ Initialization: 0.06 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.82 seconds
+ Inner Loop: : InnerCG resNorm : 3362.6278
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.54 seconds
+ PhiAdjSO: : Starting ImplicitMidpointRule (Order=2)
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.50 seconds
+ PhiAdjSO: : 18.89 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.56 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.54 seconds
+ Initialization: 0.06 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.79 seconds
+ Inner Loop: : InnerCG resNorm : 2874.7695
+ Inner Loop: : Time needed for inner loop: 1:55.26 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 0 brauchte 2 = m innere Iterationen
+ Inner Loop: : 1:55.26 minutes
+ FWISO Subproblem: 1: d(13): Finished first / second inner loop ( 1, 2 steps )
+ *************************************
+ Residuumnorm 2: 2874.7695
+
+ iteration: 13 PROBLEM Number: 2
+ FWISO problem 2: d(13)
+ shot: 2: Solving forward problem...
+ Initialization: 0.07 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 7.49 seconds
+ Assembling Linearized Operators
+ Assembling Linearized Operators
+ Done!
+ Done!
+ after NonlinearEvaluation 34501
+ Prä-Residuumnorm: 3394.2284
+ Inner Loop: : FIRST ORDER Inner Loop with Abbruchkriterium Residuum zu erreichen 2775.3941 und m_max 3
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.25 seconds
+ Initialization: 0.06 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.53 seconds
+ Inner Loop: : InnerCG resNorm : 2972.1176
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.25 seconds
+ Initialization: 0.06 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.55 seconds
+ Inner Loop: : InnerCG resNorm : 2646.0674
+ Inner Loop: : Time needed for inner loop: 37.73 seconds
+ Inner Loop: : Innere Schleife No. 0/1 : 1 brauchte 2 = m innere Iterationen
+ Inner Loop: : 37.73 seconds
+ Residuumnorm 1: 2646.0674
+ ----- Intermezzo: Change Operators and Recalculate Residuum -----
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.52 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.51 seconds
+ Initialization: 0.06 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.77 seconds
+ Intermezzo Residuum: 2646.1923
+ ----- Intermezzo Ende -----
+ Inner Loop: : PSI Inner Loop with Abbruchkriterium Residuum zu erreichen 2852.9513 und m_max 3
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.50 seconds
+ PhiAdjSO: : Starting ImplicitMidpointRule (Order=2)
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.52 seconds
+ PhiAdjSO: : 18.90 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.51 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.66 seconds
+ Initialization: 0.06 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.78 seconds
+ Inner Loop: : InnerCG resNorm : 2474.55
+ Inner Loop: : Time needed for inner loop: 57.69 seconds
+ Inner Loop: : Innere Schleife No. 0/1 : 0 brauchte 1 = m innere Iterationen
+ Inner Loop: : 57.69 seconds
+ FWISO Subproblem: 2: d(13): Finished first / second inner loop ( 2, 1 steps )
+ *************************************
+ Residuumnorm 2: 2474.55
+
+ iteration: 13 PROBLEM Number: 3
+ FWISO problem 3: d(13)
+ shot: 3: Solving forward problem...
+ Initialization: 0.07 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 7.48 seconds
+ Assembling Linearized Operators
+ Assembling Linearized Operators
+ Done!
+ Done!
+ after NonlinearEvaluation 34549
+ Prä-Residuumnorm: 4140.8281
+ Inner Loop: : FIRST ORDER Inner Loop with Abbruchkriterium Residuum zu erreichen 3250.908 und m_max 3
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.23 seconds
+ Initialization: 0.06 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.52 seconds
+ Inner Loop: : InnerCG resNorm : 3131.1822
+ Inner Loop: : Time needed for inner loop: 18.83 seconds
+ Inner Loop: : Innere Schleife No. 0/1 : 1 brauchte 1 = m innere Iterationen
+ Inner Loop: : 18.83 seconds
+ Residuumnorm 1: 3131.1822
+ ----- Intermezzo: Change Operators and Recalculate Residuum -----
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.52 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.55 seconds
+ Initialization: 0.06 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.75 seconds
+ Intermezzo Residuum: 3131.2424
+ ----- Intermezzo Ende -----
+ Inner Loop: : PSI Inner Loop with Abbruchkriterium Residuum zu erreichen 2791.2587 und m_max 2
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.52 seconds
+ PhiAdjSO: : Starting ImplicitMidpointRule (Order=2)
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.49 seconds
+ PhiAdjSO: : 18.85 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.53 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.62 seconds
+ Initialization: 0.06 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.87 seconds
+ Inner Loop: : InnerCG resNorm : 2898.1788
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.70 seconds
+ PhiAdjSO: : Starting ImplicitMidpointRule (Order=2)
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.51 seconds
+ PhiAdjSO: : 18.86 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.54 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.54 seconds
+ Initialization: 0.06 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.88 seconds
+ Inner Loop: : InnerCG resNorm : 2437.2408
+ Inner Loop: : Time needed for inner loop: 1:55.56 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 0 brauchte 2 = m innere Iterationen
+ Inner Loop: : 1:55.56 minutes
+ FWISO Subproblem: 3: d(13): Finished first / second inner loop ( 1, 2 steps )
+ *************************************
+ Residuumnorm 2: 2437.2408
+
+ iteration: 13 PROBLEM Number: 4
+ FWISO problem 4: d(13)
+ shot: 4: Solving forward problem...
+ Initialization: 0.07 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 7.55 seconds
+ Assembling Linearized Operators
+ Assembling Linearized Operators
+ Done!
+ Done!
+ after NonlinearEvaluation 34592
+ Prä-Residuumnorm: 3262.5682
+ Inner Loop: : FIRST ORDER Inner Loop with Abbruchkriterium Residuum zu erreichen 2687.1385 und m_max 4
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.24 seconds
+ Initialization: 0.06 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.56 seconds
+ Inner Loop: : InnerCG resNorm : 2672.2058
+ Inner Loop: : Time needed for inner loop: 18.88 seconds
+ Inner Loop: : Innere Schleife No. 0/1 : 1 brauchte 1 = m innere Iterationen
+ Inner Loop: : 18.88 seconds
+ Residuumnorm 1: 2672.2058
+ ----- Intermezzo: Change Operators and Recalculate Residuum -----
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.55 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.55 seconds
+ Initialization: 0.06 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.80 seconds
+ Intermezzo Residuum: 2672.5689
+ ----- Intermezzo Ende -----
+ Inner Loop: : PSI Inner Loop with Abbruchkriterium Residuum zu erreichen 2854.2377 und m_max 3
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.53 seconds
+ PhiAdjSO: : Starting ImplicitMidpointRule (Order=2)
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.52 seconds
+ PhiAdjSO: : 18.88 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.51 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.54 seconds
+ Initialization: 0.06 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.85 seconds
+ Inner Loop: : InnerCG resNorm : 2530.3046
+ Inner Loop: : Time needed for inner loop: 57.66 seconds
+ Inner Loop: : Innere Schleife No. 0/1 : 0 brauchte 1 = m innere Iterationen
+ Inner Loop: : 57.66 seconds
+ FWISO Subproblem: 4: d(13): Finished first / second inner loop ( 1, 1 steps )
+ *************************************
+ Residuumnorm 2: 2530.3046
+
+ iteration: 13 PROBLEM Number: 5
+ FWISO problem 5: d(13)
+ shot: 5: Solving forward problem...
+ Initialization: 0.07 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 7.64 seconds
+ Assembling Linearized Operators
+ Assembling Linearized Operators
+ Done!
+ Done!
+ after NonlinearEvaluation 34640
+ Prä-Residuumnorm: 2161.9865
+ Inner Loop: : FIRST ORDER Inner Loop with Abbruchkriterium Residuum zu erreichen 1822.0697 und m_max 5
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.24 seconds
+ Initialization: 0.06 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.67 seconds
+ Inner Loop: : InnerCG resNorm : 2013.1001
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.25 seconds
+ Initialization: 0.06 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.64 seconds
+ Inner Loop: : InnerCG resNorm : 1901.6898
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.24 seconds
+ Initialization: 0.06 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.64 seconds
+ Inner Loop: : InnerCG resNorm : 1761.5031
+ Inner Loop: : Time needed for inner loop: 56.91 seconds
+ Inner Loop: : Innere Schleife No. 0/1 : 1 brauchte 3 = m innere Iterationen
+ Inner Loop: : 56.91 seconds
+ Residuumnorm 1: 1761.5031
+ ----- Intermezzo: Change Operators and Recalculate Residuum -----
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.64 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.67 seconds
+ Initialization: 0.06 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.90 seconds
+ Intermezzo Residuum: 1761.5541
+ ----- Intermezzo Ende -----
+ Inner Loop: : PSI Inner Loop with Abbruchkriterium Residuum zu erreichen 1977.5939 und m_max 4
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.63 seconds
+ PhiAdjSO: : Starting ImplicitMidpointRule (Order=2)
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.50 seconds
+ PhiAdjSO: : 18.83 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.64 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.60 seconds
+ Initialization: 0.06 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.89 seconds
+ Inner Loop: : InnerCG resNorm : 1698.4184
+ Inner Loop: : Time needed for inner loop: 57.94 seconds
+ Inner Loop: : Innere Schleife No. 0/1 : 0 brauchte 1 = m innere Iterationen
+ Inner Loop: : 57.94 seconds
+ FWISO Subproblem: 5: d(13): Finished first / second inner loop ( 3, 1 steps )
+ *************************************
+ Residuumnorm 2: 1698.4184
+
+
+ Iteration Main Looop Counting Variable iter: 14
+
+ iteration: 14 PROBLEM Number: 0
+ FWISO problem 0: d(14)
+ shot: 0: Solving forward problem...
+ Initialization: 0.07 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 7.60 seconds
+ Assembling Linearized Operators
+ Assembling Linearized Operators
+ Done!
+ Done!
+ after NonlinearEvaluation 34685
+ Prä-Residuumnorm: 3693.2834
+ Inner Loop: : FIRST ORDER Inner Loop with Abbruchkriterium Residuum zu erreichen 3066.0823 und m_max 3
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.24 seconds
+ Initialization: 0.06 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.82 seconds
+ Inner Loop: : InnerCG resNorm : 3497.0747
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.25 seconds
+ Initialization: 0.06 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.62 seconds
+ Inner Loop: : InnerCG resNorm : 3006.3005
+ Inner Loop: : Time needed for inner loop: 38.09 seconds
+ Inner Loop: : Innere Schleife No. 0/1 : 1 brauchte 2 = m innere Iterationen
+ Inner Loop: : 38.09 seconds
+ Residuumnorm 1: 3006.3005
+ ----- Intermezzo: Change Operators and Recalculate Residuum -----
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.65 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.63 seconds
+ Initialization: 0.06 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.92 seconds
+ Intermezzo Residuum: 3006.1055
+ ----- Intermezzo Ende -----
+ Inner Loop: : PSI Inner Loop with Abbruchkriterium Residuum zu erreichen 3369.9178 und m_max 3
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.67 seconds
+ PhiAdjSO: : Starting ImplicitMidpointRule (Order=2)
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.47 seconds
+ PhiAdjSO: : 18.88 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.62 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.60 seconds
+ Initialization: 0.06 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.90 seconds
+ Inner Loop: : InnerCG resNorm : 2800.2414
+ Inner Loop: : Time needed for inner loop: 58.02 seconds
+ Inner Loop: : Innere Schleife No. 0/1 : 0 brauchte 1 = m innere Iterationen
+ Inner Loop: : 58.02 seconds
+ FWISO Subproblem: 0: d(14): Finished first / second inner loop ( 2, 1 steps )
+ *************************************
+ Residuumnorm 2: 2800.2414
+
+ iteration: 14 PROBLEM Number: 1
+ FWISO problem 1: d(14)
+ shot: 1: Solving forward problem...
+ Initialization: 0.07 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 7.58 seconds
+ Assembling Linearized Operators
+ Assembling Linearized Operators
+ Done!
+ Done!
+ after NonlinearEvaluation 34733
+ Prä-Residuumnorm: 4053.1655
+ Inner Loop: : FIRST ORDER Inner Loop with Abbruchkriterium Residuum zu erreichen 3243.5992 und m_max 3
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.25 seconds
+ Initialization: 0.06 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.53 seconds
+ Inner Loop: : InnerCG resNorm : 3321.3446
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.25 seconds
+ Initialization: 0.06 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.53 seconds
+ Inner Loop: : InnerCG resNorm : 3059.2348
+ Inner Loop: : Time needed for inner loop: 37.70 seconds
+ Inner Loop: : Innere Schleife No. 0/1 : 1 brauchte 2 = m innere Iterationen
+ Inner Loop: : 37.70 seconds
+ Residuumnorm 1: 3059.2348
+ ----- Intermezzo: Change Operators and Recalculate Residuum -----
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.51 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.52 seconds
+ Initialization: 0.06 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.81 seconds
+ Intermezzo Residuum: 3059.2596
+ ----- Intermezzo Ende -----
+ Inner Loop: : PSI Inner Loop with Abbruchkriterium Residuum zu erreichen 3484.98 und m_max 3
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.55 seconds
+ PhiAdjSO: : Starting ImplicitMidpointRule (Order=2)
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.49 seconds
+ PhiAdjSO: : 18.85 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.53 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.61 seconds
+ Initialization: 0.06 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.82 seconds
+ Inner Loop: : InnerCG resNorm : 2901.9504
+ Inner Loop: : Time needed for inner loop: 57.70 seconds
+ Inner Loop: : Innere Schleife No. 0/1 : 0 brauchte 1 = m innere Iterationen
+ Inner Loop: : 57.70 seconds
+ FWISO Subproblem: 1: d(14): Finished first / second inner loop ( 2, 1 steps )
+ *************************************
+ Residuumnorm 2: 2901.9504
+
+ iteration: 14 PROBLEM Number: 2
+ FWISO problem 2: d(14)
+ shot: 2: Solving forward problem...
+ Initialization: 0.07 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 7.53 seconds
+ Assembling Linearized Operators
+ Assembling Linearized Operators
+ Done!
+ Done!
+ after NonlinearEvaluation 34778
+ Prä-Residuumnorm: 3273.2878
+ Inner Loop: : FIRST ORDER Inner Loop with Abbruchkriterium Residuum zu erreichen 2974.8955 und m_max 3
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.25 seconds
+ Initialization: 0.06 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.57 seconds
+ Inner Loop: : InnerCG resNorm : 2726.8642
+ Inner Loop: : Time needed for inner loop: 18.90 seconds
+ Inner Loop: : Innere Schleife No. 0/1 : 1 brauchte 1 = m innere Iterationen
+ Inner Loop: : 18.90 seconds
+ Residuumnorm 1: 2726.8642
+ ----- Intermezzo: Change Operators and Recalculate Residuum -----
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.60 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.56 seconds
+ Initialization: 0.06 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.75 seconds
+ Intermezzo Residuum: 2726.8834
+ ----- Intermezzo Ende -----
+ Inner Loop: : PSI Inner Loop with Abbruchkriterium Residuum zu erreichen 2476.1674 und m_max 3
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.52 seconds
+ PhiAdjSO: : Starting ImplicitMidpointRule (Order=2)
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.52 seconds
+ PhiAdjSO: : 18.85 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.60 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.59 seconds
+ Initialization: 0.06 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.83 seconds
+ Inner Loop: : InnerCG resNorm : 2544.747
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.61 seconds
+ PhiAdjSO: : Starting ImplicitMidpointRule (Order=2)
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.50 seconds
+ PhiAdjSO: : 18.89 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.56 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.59 seconds
+ Initialization: 0.06 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.85 seconds
+ Inner Loop: : InnerCG resNorm : 2286.3363
+ Inner Loop: : Time needed for inner loop: 1:55.55 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 0 brauchte 2 = m innere Iterationen
+ Inner Loop: : 1:55.55 minutes
+ FWISO Subproblem: 2: d(14): Finished first / second inner loop ( 1, 2 steps )
+ *************************************
+ Residuumnorm 2: 2286.3363
+
+ iteration: 14 PROBLEM Number: 3
+ FWISO problem 3: d(14)
+ shot: 3: Solving forward problem...
+ Initialization: 0.07 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 7.53 seconds
+ Assembling Linearized Operators
+ Assembling Linearized Operators
+ Done!
+ Done!
+ after NonlinearEvaluation 34823
+ Prä-Residuumnorm: 3095.8179
+ Inner Loop: : FIRST ORDER Inner Loop with Abbruchkriterium Residuum zu erreichen 2187.4362 und m_max 2
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.24 seconds
+ Initialization: 0.06 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.55 seconds
+ Inner Loop: : InnerCG resNorm : 2642.2842
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.25 seconds
+ Initialization: 0.06 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.53 seconds
+ Inner Loop: : InnerCG resNorm : 2441.4093
+ Inner Loop: : Time needed for inner loop: 37.73 seconds
+ Inner Loop: : Innere Schleife No. 0/1 : 1 brauchte 2 = m innere Iterationen
+ Inner Loop: : 37.73 seconds
+ Residuumnorm 1: 2441.4093
+ ----- Intermezzo: Change Operators and Recalculate Residuum -----
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.54 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.55 seconds
+ Initialization: 0.06 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.73 seconds
+ Intermezzo Residuum: 2441.4949
+ ----- Intermezzo Ende -----
+ Inner Loop: : PSI Inner Loop with Abbruchkriterium Residuum zu erreichen 2591.3269 und m_max 3
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.51 seconds
+ PhiAdjSO: : Starting ImplicitMidpointRule (Order=2)
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.55 seconds
+ PhiAdjSO: : 18.93 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.56 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.52 seconds
+ Initialization: 0.06 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.85 seconds
+ Inner Loop: : InnerCG resNorm : 2312.7768
+ Inner Loop: : Time needed for inner loop: 57.71 seconds
+ Inner Loop: : Innere Schleife No. 0/1 : 0 brauchte 1 = m innere Iterationen
+ Inner Loop: : 57.71 seconds
+ FWISO Subproblem: 3: d(14): Finished first / second inner loop ( 2, 1 steps )
+ *************************************
+ Residuumnorm 2: 2312.7768
+
+ iteration: 14 PROBLEM Number: 4
+ FWISO problem 4: d(14)
+ shot: 4: Solving forward problem...
+ Initialization: 0.07 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 7.55 seconds
+ Assembling Linearized Operators
+ Assembling Linearized Operators
+ Done!
+ Done!
+ after NonlinearEvaluation 34871
+ Prä-Residuumnorm: 3166.2636
+ Inner Loop: : FIRST ORDER Inner Loop with Abbruchkriterium Residuum zu erreichen 2347.0375 und m_max 2
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.26 seconds
+ Initialization: 0.06 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.54 seconds
+ Inner Loop: : InnerCG resNorm : 2662.0526
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.25 seconds
+ Initialization: 0.06 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.62 seconds
+ Inner Loop: : InnerCG resNorm : 2460.0397
+ Inner Loop: : Time needed for inner loop: 37.82 seconds
+ Inner Loop: : Innere Schleife No. 0/1 : 1 brauchte 2 = m innere Iterationen
+ Inner Loop: : 37.82 seconds
+ Residuumnorm 1: 2460.0397
+ ----- Intermezzo: Change Operators and Recalculate Residuum -----
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.60 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.59 seconds
+ Initialization: 0.06 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.82 seconds
+ Intermezzo Residuum: 2460.1451
+ ----- Intermezzo Ende -----
+ Inner Loop: : PSI Inner Loop with Abbruchkriterium Residuum zu erreichen 2492.9876 und m_max 3
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.54 seconds
+ PhiAdjSO: : Starting ImplicitMidpointRule (Order=2)
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.50 seconds
+ PhiAdjSO: : 18.86 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.54 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.62 seconds
+ Initialization: 0.06 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.79 seconds
+ Inner Loop: : InnerCG resNorm : 2331.0717
+ Inner Loop: : Time needed for inner loop: 57.69 seconds
+ Inner Loop: : Innere Schleife No. 0/1 : 0 brauchte 1 = m innere Iterationen
+ Inner Loop: : 57.69 seconds
+ FWISO Subproblem: 4: d(14): Finished first / second inner loop ( 2, 1 steps )
+ *************************************
+ Residuumnorm 2: 2331.0717
+
+ iteration: 14 PROBLEM Number: 5
+ FWISO problem 5: d(14)
+ shot: 5: Solving forward problem...
+ Initialization: 0.07 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 7.64 seconds
+ Assembling Linearized Operators
+ Assembling Linearized Operators
+ Done!
+ Done!
+ after NonlinearEvaluation 34917
+ Prä-Residuumnorm: 2010.2239
+ Inner Loop: : FIRST ORDER Inner Loop with Abbruchkriterium Residuum zu erreichen 1904.8719 und m_max 4
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.25 seconds
+ Initialization: 0.06 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.63 seconds
+ Inner Loop: : InnerCG resNorm : 1874.7586
+ Inner Loop: : Time needed for inner loop: 18.96 seconds
+ Inner Loop: : Innere Schleife No. 0/1 : 1 brauchte 1 = m innere Iterationen
+ Inner Loop: : 18.96 seconds
+ Residuumnorm 1: 1874.7586
+ ----- Intermezzo: Change Operators and Recalculate Residuum -----
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.62 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.63 seconds
+ Initialization: 0.06 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.83 seconds
+ Intermezzo Residuum: 1874.843
+ ----- Intermezzo Ende -----
+ Inner Loop: : PSI Inner Loop with Abbruchkriterium Residuum zu erreichen 1654.8974 und m_max 4
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.60 seconds
+ PhiAdjSO: : Starting ImplicitMidpointRule (Order=2)
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.52 seconds
+ PhiAdjSO: : 18.87 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.70 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.61 seconds
+ Initialization: 0.06 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.93 seconds
+ Inner Loop: : InnerCG resNorm : 1827.9835
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.64 seconds
+ PhiAdjSO: : Starting ImplicitMidpointRule (Order=2)
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.50 seconds
+ PhiAdjSO: : 18.84 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.65 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.66 seconds
+ Initialization: 0.06 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.96 seconds
+ Inner Loop: : InnerCG resNorm : 1729.8271
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.62 seconds
+ PhiAdjSO: : Starting ImplicitMidpointRule (Order=2)
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.55 seconds
+ PhiAdjSO: : 18.89 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.70 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 9.67 seconds
+ Initialization: 0.06 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 10.03 seconds
+ Inner Loop: : InnerCG resNorm : 1569.7146
+ Inner Loop: : Time needed for inner loop: 2:54.34 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 0 brauchte 3 = m innere Iterationen
+ Inner Loop: : 2:54.34 minutes
+ FWISO Subproblem: 5: d(14): Finished first / second inner loop ( 1, 3 steps )
+ *************************************
+ Residuumnorm 2: 1569.7146
+ FWISO: d(15)= 0
+ 223163.4
+ 69584.003
+ 18240
+ 14577.709
+ 9392.8656
+ 8947.2967
+ 6894.6476
+ 6041.2687
+ 6080.5514
+ 5286.1784
+ 4539.3204
+ 4204.5353
+ 3755.927
+ 3991.7754
+ 3693.2834
+
+
+ 157344.78
+ 54301.754
+ 23162.658
+ 9781.5883
+ 9735.5921
+ 6764.7741
+ 6796.3702
+ 5850.4973
+ 5410.6642
+ 5470.9031
+ 6089.809
+ 5562.6041
+ 4513.4267
+ 4429.106
+ 4053.1655
+
+
+ 177771.59
+ 49539.969
+ 21508.875
+ 11887.734
+ 9725.717
+ 5519.5215
+ 5254.0518
+ 4535.4219
+ 4786.5628
+ 4084.6503
+ 4300.0175
+ 4496.9587
+ 3879.8443
+ 3394.2284
+ 3273.2878
+
+
+ 208269.18
+ 33610.496
+ 19765.424
+ 14786.966
+ 12688.774
+ 9044.5727
+ 7051.7691
+ 6087.5886
+ 5674.2644
+ 4505.4355
+ 4816.1284
+ 3972.1845
+ 4206.9275
+ 4140.8281
+ 3095.8179
+
+
+ 189591.52
+ 35082.966
+ 15522.719
+ 10610.632
+ 10644.251
+ 8112.4678
+ 5950.2928
+ 5925.1171
+ 5447.8869
+ 4551.7557
+ 4823.3871
+ 3442.4617
+ 3283.2996
+ 3262.5682
+ 3166.2636
+
+
+ 122569.1
+ 33538.085
+ 14736.871
+ 10056.114
+ 6737.7095
+ 5888.2624
+ 4406.4943
+ 3993.9954
+ 3193.8002
+ 2894.8334
+ 2880.3346
+ 2685.81
+ 2428.9281
+ 2161.9865
+ 2010.2239
+
+
+end program after 3:50:50.00 hours on 128 procs at Thu Jun 22 02:30:01 2023
diff --git a/log/2023_06_21_zVp15/testconf.conf b/log/2023_06_21_zVp15/testconf.conf
new file mode 100644
index 00000000..e7abbf27
--- /dev/null
+++ b/log/2023_06_21_zVp15/testconf.conf
@@ -0,0 +1,102 @@
+# Regular Expression um aus Test_Config von Clion eine ... M++ Config zu machen
+# \{"([A-Za-z0-9_ ]+)", +"([A-Za-z0-9_ ,\.\-]+)"}.
+
+#Durchlauf 2023Mai05 mit 4 Quellen, 8 Iterationen, Materialpunkt, level 1 (Ergebnisse ganz gut)
+#Durchlauf 2023Mai05 mit 4 Quellen, 8 Iterationen, TwoMedium, level 1
+#Back to FastMode (2 Quellen, 2 Iterationen, Pkt.Material, level 0)
+#21.06 Receiver wieder auf 64. Bei multi noch nicht, jetzt aber bei rho rekonstruktion
+
+ #Problem= VAcousticWaveTwoMedium;//<----- Geometrie oder so Siehe: src/Problems/FWIInversionProblems.cpp
+ Problem= VAcousticWaveC2Benchmark;
+ FWISO_Steps = 15; #Anzahl Iterationen
+ Monoparam= Vp; #can be "multi"/empty or "Vp", "Tau_p", "Rho"
+ plot_tStep= -1;
+ level = 3;
+ T=0.6;
+ dt= 0.001;
+ FWISourceCount0=6; #Anzahl Quellen
+
+ FWIReconstructRho= 0;
+ FWIReconstructV_P= 1;
+ FWIReconstructTauP= 0;
+
+ #Schnelle Configuration
+ #Problem= VAcousticWaveTwoMedium;//<----- Geometrie oder so Siehe: src/Problems/FWIInversionProblems.cpp
+ #Problem= VAcousticWaveC2Benchmark;
+ #FWISO_Steps = 2;//scheint zu klappen!
+ #Monoparam= Rho; #can be "multi"/empty or "Vp", "Tau_p", "Rho"
+ #plot_tStep= -1;
+ #level = 2;
+ #T=0.6;
+ #dt= 0.002;
+
+
+ ConfigVerbose=2;
+ ForwardSolver= VADGTS;
+ Distribution= RCB;
+ Model = FWIInverse_DGTS;
+ Mesh= SeismogramGrid_test;
+
+ useTaper=1;
+ taperRadiusSource=0;
+ taperRadiusReceiver=0;
+ taperExponent=-0.1;
+ taperIgnoreReceiverCells=1;
+ taperIgnoreSourceCells=1;
+ #Monoparam= Rho; #can be "multi"/empty or "Vp", "Tau_p", "Rho"
+ ReconstructionType=SO;#!!!
+ FWIReceiverWaypoints= 2;
+ FWIReceiverWaypoint0= 1350.0, 370.0;
+ FWIReceiverWaypoint1= 1350.0, 1630.0;
+ #FWIReceiverWaypoint0= 1600.0, 370.0;#Selbst weiter nach "rechts" geschoben
+ #FWIReceiverWaypoint1= 1600.0, 1630.0;
+ FWIReceiverIncludeLastWaypoint= 1;
+ FWIReceiverCount0= 64;//Anzahl Receiver
+ UseSparseMatrix=1;
+ Qfactor=100;
+ SignalName=RickerDerivative;
+ SignalDelay=0;
+ SignalCutoff=0.8;
+ SignalFreq=25;
+ numL=0;#!!!
+ FWISourceWaypoints=2;
+ FWISourceWaypoint0=600,370;
+ FWISourceWaypoint1=600,1620;
+ #FWISourceCount0=2; #Anzahl Quelle
+ #FWISourceCount0=2;
+ FWIReceiverIncludeLastWaypoint=1;
+ measurement_space= point;
+ measurement_time= point;
+ compMeasure= 0;
+ source_component= 2;
+ perturbation_comp= 2;
+ dampingFlux= 1;
+ allowPlotting_M=1;
+ allowPlotting_WF=0;
+ plotfactor= 10;
+ parametrization= taup;#!!!!
+ #T=0.6;
+ #dt= 0.002;
+ deg= 1;
+ #level = 0;#Feinheit des Gitters (1 mehr -> Halbierung)//Achtung: 3 Böse, <2 Gut
+ TimeVerbose= 1;
+ rkorder= -2;
+ #plot_tStep= -1;
+ #FWISO_Steps = 2;//scheint zu klappen!
+ Steps = 2;//scheint auch nichts zu bringen :(
+
+ Kmax=150;
+ Keps= 1e-07;
+ Overlap= dG1;
+ debugAdjoint= 0;
+ debugFrechet= 1;
+ source_factor= 242574257420000.5742;
+ LinearSolver= LS;
+ LinearVerbose= -1;
+ LinearSteps=100;
+ LinearNthIterOutput= 1;
+ LinearEpsilon= 1e-12;
+ LinearReduction= 0.0001;
+ FWINonlinearSolver= FWISO;#!!!
+ FWI_DebugPlottingLevel= 1;
+ CGREGINNCanonic_Steps=3;
diff --git a/log/2023_06_27_IC_RhoMono_HighResolution/0testconf.conf b/log/2023_06_27_IC_RhoMono_HighResolution/0testconf.conf
new file mode 100644
index 00000000..e23eda7e
--- /dev/null
+++ b/log/2023_06_27_IC_RhoMono_HighResolution/0testconf.conf
@@ -0,0 +1,105 @@
+# Regular Expression um aus Test_Config von Clion eine ... M++ Config zu machen
+# \{"([A-Za-z0-9_ ]+)", +"([A-Za-z0-9_ ,\.\-]+)"}.
+
+#Durchlauf 2023Mai05 mit 4 Quellen, 8 Iterationen, Materialpunkt, level 1 (Ergebnisse ganz gut)
+#Durchlauf 2023Mai05 mit 4 Quellen, 8 Iterationen, TwoMedium, level 1
+#Back to FastMode (2 Quellen, 2 Iterationen, Pkt.Material, level 0)
+#21.06 Receiver wieder auf 64. Bei multi noch nicht, jetzt aber bei rho rekonstruktion
+#Neuer größerer Durchlauf 26.Juni Ohne Inverse Crime für Vp
+
+ #Problem= VAcousticWaveTwoMedium;//<----- Geometrie oder so Siehe: src/Problems/FWIInversionProblems.cpp
+ Problem= VAcousticWaveC2Benchmark;
+ FWISO_Steps = 15; #Anzahl Iterationen
+ Monoparam= Rho; #can be "multi"/empty or "Vp", "Tau_p", "Rho"
+ plot_tStep= -1;
+ level = 3;
+ T=0.6;
+ dt= 0.0005;
+ FWISourceCount0=6; #Anzahl Quellen, Empfänger default 64
+ deg = 2; #In paper CRC deg = 2. Vor 26.Juni2023 wars 1
+ FWIReconstructRho= 1;
+ FWIReconstructV_P= 0;
+ FWIReconstructTauP= 0;
+ numL=0;#!!!
+
+ #seismopath = C2NoDampingT06dt0005/C2NoDampingT06dt0005;#im Build Ordner!
+ #seismopath = readmePlease;//klappt in der ersten Iteration mit ..Please0
+ #seismopath = ../FWI/conf/C2NoDampingT06dt0005/C2NoDampingT06dt0005;//mal sehen obs klappt
+ #seismopath = /home/lionbart/fwi/FWI/conf/C2NoDampingT06dt0005/C2NoDampingT06dt0005;//OUT OF RANGE ERROR
+
+ #ReadFormat = FWI;#IFOS ist falsches Format.
+ #SpecfileNrOfSamples = 6;
+
+ SaveObservedSeismogram = 0;#Plottet "d_obs", das Vorwärtsgelöste Wellenfeld (mit echten Materialparam)
+
+ SignalName=Ricker;#RickerDerivative vorher!!! Geändert 26.Juni.2023
+
+
+
+ ConfigVerbose=2;
+ ForwardSolver= VADGTS;
+ Distribution= RCB;
+ Model = FWIInverse_DGTS;
+ Mesh= SeismogramGrid_test;
+
+ useTaper=1;
+ taperRadiusSource=0;
+ taperRadiusReceiver=0;
+ taperExponent=-0.1;
+ taperIgnoreReceiverCells=1;
+ taperIgnoreSourceCells=1;
+ #Monoparam= Rho; #can be "multi"/empty or "Vp", "Tau_p", "Rho"
+ ReconstructionType=SO;#!!!
+ FWIReceiverWaypoints= 2;
+ FWIReceiverWaypoint0= 1350.0, 370.0;
+ FWIReceiverWaypoint1= 1350.0, 1630.0;
+ FWIReceiverIncludeLastWaypoint= 1;
+ FWIReceiverCount0= 64;//Anzahl Receiver
+ UseSparseMatrix=1;
+ Qfactor=100;
+ #SignalName=Ricker;# RickerDerivative vorher!!! Geändert 26.Juni.2023
+ SignalDelay=0;
+ SignalCutoff=0.8;
+ SignalFreq=25;
+ #numL=0;#!!!
+ FWISourceWaypoints=2;
+ FWISourceWaypoint0=600,370;
+ FWISourceWaypoint1=600,1620;
+ #FWISourceCount0=2; #Anzahl Quelle
+ #FWISourceCount0=2;
+ FWIReceiverIncludeLastWaypoint=1;
+ measurement_space= point;
+ measurement_time= point;
+ compMeasure= 0;
+ source_component= 2;
+ perturbation_comp= 2;
+ dampingFlux= 1;
+ allowPlotting_M=1;
+ allowPlotting_WF=0;
+ plotfactor= 10;
+ parametrization= taup;#!!!!
+ #T=0.6;
+ #dt= 0.002;
+ #deg= 1;
+ #level = 0;#Feinheit des Gitters (1 mehr -> Halbierung)//Achtung: 3 Böse, <2 Gut
+ TimeVerbose= 1;
+ rkorder= -2;
+ #plot_tStep= -1;
+ #FWISO_Steps = 2;//scheint zu klappen!
+ Steps = 2;//scheint auch nichts zu bringen :(
+
+ Kmax=150;
+ Keps= 1e-07;
+ Overlap= dG1;
+ debugAdjoint= 0;
+ debugFrechet= 1;
+ source_factor= 242574257420000.5742;
+ LinearSolver= LS;
+ LinearVerbose= -1;
+ LinearSteps=100;
+ LinearNthIterOutput= 1;
+ LinearEpsilon= 1e-12;
+ LinearReduction= 0.0001;
+ FWINonlinearSolver= FWISO;#!!!
+ FWI_DebugPlottingLevel= 1;
+ CGREGINNCanonic_Steps=3;
diff --git a/log/2023_06_27_IC_RhoMono_HighResolution/logfile.log b/log/2023_06_27_IC_RhoMono_HighResolution/logfile.log
new file mode 100644
index 00000000..f2d44b3e
--- /dev/null
+++ b/log/2023_06_27_IC_RhoMono_HighResolution/logfile.log
@@ -0,0 +1,7053 @@
+start program on 64 procs at Tue Jun 27 00:42:41 2023
+Running on: pde13
+ reading config: ConfigVerbose........................... 2
+ reading default: enableFileLogging....................... 1
+ reading default: enableScreenLogging..................... 1
+ reading default: precision............................... 8
+ reading default: TimeLevel............................... 0
+ reading config: Model................................... FWIInverse_DGTS
+ reading default: testAAO................................. 0
+ reading config: ForwardSolver........................... VADGTS
+ reading config: ReconstructionType...................... SO
+ reading config: Mesh.................................... SeismogramGrid_test
+ reading config: level................................... 3
+ reading default: plevel.................................. 3
+ reading default: clevel.................................. 3
+ reading config: Distribution............................ RCB
+ reading config: Overlap................................. dG1
+ reading default: Scales.................................. 0
+ reading default: CommSplit............................... 0
+ reading default: DistributionVerbose..................... 0
+ reading default: ClearDistribution....................... 1
+ reading default: MeshesVerbose........................... 1
+ reading default: MeshVerbose............................. 1
+ Overlap: reading default: OverlapVerbose.......................... 0
+ reading default: t0...................................... 0
+ reading config: dt...................................... 0.0005
+ reading config: T....................................... 0.6
+ reading config: rkorder................................. -2
+ reading config: SignalName.............................. Ricker
+ reading default: FrequencyFiltering...................... 0
+ reading config: SignalFreq.............................. 25
+ reading default: f_source................................ 25
+ reading default: SourceInversion......................... 0
+ reading config: SignalCutoff............................ 0.8
+ reading config: SignalDelay............................. 0
+ reading default: SaveFilteredSeismogram.................. 0
+ reading config: SaveObservedSeismogram.................. 0
+ reading config: numL.................................... 0
+ reading default: dim..................................... 2
+ reading config: Problem................................. VAcousticWaveC2Benchmark
+ reading default: RealDataLevel........................... 3
+ reading default: InitialIterateLevel..................... 3
+ reading config: deg..................................... 2
+ reading config: parametrization......................... taup
+ reading default: shots................................... -1
+ reading default: SourceStartX............................ -1e+100
+ reading default: SourceStartY............................ -1e+100
+ reading default: SourceEndX.............................. -1e+100
+ reading default: SourceEndY.............................. -1e+100
+ reading default: numberOfSourcesPerShot.................. 1
+ reading config: FWISourceWaypoints...................... 2
+ reading default: FWISourceIncludeLastWaypoint............ 1
+ FWISourceCount0
+ reading config: FWISourceCount0......................... 6
+ reading config: FWISourceWaypoint0...................... 600,370
+ FWISourceCount1
+ reading config: FWISourceWaypoint1...................... 600,1620
+ SOURCE LOCATIONS:
+ 0: ( 600.00000000, 370.00000000)
+
+
+ 1: ( 600.00000000, 620.00000000)
+
+
+ 2: ( 600.00000000, 870.00000000)
+
+
+ 3: ( 600.00000000, 1120)
+
+
+ 4: ( 600.00000000, 1370)
+
+
+ 5: ( 600.00000000, 1620)
+
+
+ reading config: source_factor........................... 242574257420000.5742
+ reading config: Monoparam............................... Rho
+ monoparam =
+ Rho
+ reading default: z_perturb_0............................. 600
+ reading default: z_perturb_1............................. 900
+ reading default: z_perturb_2............................. 1200
+ reading default: z_perturb_0_value....................... 1.05
+ reading default: z_perturb_1_value....................... 1.1
+ reading default: z_perturb_2_value....................... 0.95
+ reading default: x_perturb............................... 900
+ reading default: size_perturb............................ 200
+ reading default: rho_bg.................................. 2000
+ reading default: v_bg.................................... 3500
+ reading default: tau_p_bg................................ 0.02
+ reading default: impedance_bg............................ 1
+ reading config: Qfactor................................. 100
+ alphaValue =
+ 0
+ reading default: FWIPrecon............................... 0
+ reading default: FWIPreconType........................... 0
+ reading default: FWIPreconRegularization................. 1e-08
+ reading config: allowPlotting_M......................... 1
+ reading config: allowPlotting_WF........................ 0
+ reading default: plotFactor.............................. 1
+ reading config: FWIReconstructRho....................... 1
+ reading config: FWIReconstructV_P....................... 0
+ reading config: FWIReconstructTauP...................... 0
+ Mesh Info:
+ Mesh Name: ............................... SeismogramGrid_test
+ Distribution: ............................ RCB
+ Overlap: ................................. dG1
+ CommSplit: ............................... 0
+ Level: ................................... [3, -1, 0]
+ pLevel: .................................. 3
+ Dimension: ............................... 2
+ Cells: ................................... 87040
+ Overlap: ................................. 11232
+ Vertices: ................................ 93312
+ Edges: ................................... 174672
+ Faces: ................................... 197352
+ ProcSets: ................................ 16668
+ Mesh width [min, max]: ................... [12.500000, 29.474346]
+
+ reading default: MatrixGraphVerbose...................... 0
+ reading default: PaddingPML.............................. 0
+ reading config: plot_tStep.............................. -1
+ reading default: plotV................................... 0
+ reading default: plot_rho................................ 1
+ reading default: plot_kappa_0............................ 1
+ reading default: plot_kappa_l............................ 0
+ reading default: plot_velocity........................... 0
+ reading config: compMeasure............................. 0
+ Measure overall pressure p = p_0 + ... + p_L
+ reading default: Specfile................................
+ reading config: FWIReceiverWaypoints.................... 2
+ reading config: FWIReceiverIncludeLastWaypoint.......... 1
+ FWIReceiverCount0
+ reading config: FWIReceiverCount0....................... 64
+ reading config: FWIReceiverWaypoint0.................... 1350.0, 370.0
+ FWIReceiverCount1
+ reading config: FWIReceiverWaypoint1.................... 1350.0, 1630.0
+ ReceiverStart: 0 ReceiverEnd: 0.6 ReceiverDt: 0.0005
+ ReceiverStart: 0 ReceiverEnd: 0.6 ReceiverDt: 0.0005
+ 0: ( 1350, 370.00000000) 1: ( 1350, 390.00000000)
+ 2: ( 1350, 410.00000000) 3: ( 1350, 430.00000000)
+ 4: ( 1350, 450.00000000) 5: ( 1350, 470.00000000)
+ 6: ( 1350, 490.00000000) 7: ( 1350, 510.00000000)
+ 8: ( 1350, 530.00000000) 9: ( 1350, 550.00000000)
+ 10: ( 1350, 570.00000000) 11: ( 1350, 590.00000000)
+ 12: ( 1350, 610.00000000) 13: ( 1350, 630.00000000)
+ 14: ( 1350, 650.00000000) 15: ( 1350, 670.00000000)
+ 16: ( 1350, 690.00000000) 17: ( 1350, 710.00000000)
+ 18: ( 1350, 730.00000000) 19: ( 1350, 750.00000000)
+ 20: ( 1350, 770.00000000) 21: ( 1350, 790.00000000)
+ 22: ( 1350, 810.00000000) 23: ( 1350, 830.00000000)
+ 24: ( 1350, 850.00000000) 25: ( 1350, 870.00000000)
+ 26: ( 1350, 890.00000000) 27: ( 1350, 910.00000000)
+ 28: ( 1350, 930.00000000) 29: ( 1350, 950.00000000)
+ 30: ( 1350, 970.00000000) 31: ( 1350, 990.00000000)
+ 32: ( 1350, 1010) 33: ( 1350, 1030)
+ 34: ( 1350, 1050) 35: ( 1350, 1070)
+ 36: ( 1350, 1090) 37: ( 1350, 1110)
+ 38: ( 1350, 1130) 39: ( 1350, 1150)
+ 40: ( 1350, 1170) 41: ( 1350, 1190)
+ 42: ( 1350, 1210) 43: ( 1350, 1230)
+ 44: ( 1350, 1250) 45: ( 1350, 1270)
+ 46: ( 1350, 1290) 47: ( 1350, 1310)
+ 48: ( 1350, 1330) 49: ( 1350, 1350)
+ 50: ( 1350, 1370) 51: ( 1350, 1390)
+ 52: ( 1350, 1410) 53: ( 1350, 1430)
+ 54: ( 1350, 1450) 55: ( 1350, 1470)
+ 56: ( 1350, 1490) 57: ( 1350, 1510)
+ 58: ( 1350, 1530) 59: ( 1350, 1550)
+ 60: ( 1350, 1570) 61: ( 1350, 1590)
+ 62: ( 1350, 1610) 63: ( 1350, 1630)
+
+ reading default: UseGardener............................. 0
+ reading default: MeasureComp............................. 0
+ Measure overall pressure p = p_0 + ... + p_L
+ reading default: CountCellsOld........................... 0
+ reading config: useTaper................................ 1
+ reading default: TaperFromFile...........................
+ reading config: taperRadiusSource....................... 0
+ reading default: taperBoxUpper........................... 1e+100
+ reading default: taperBoxLower........................... -1e+100
+ reading default: taperBoxLeft............................ -1e+100
+ reading default: taperBoxRight........................... 1e+100
+ reading config: taperRadiusReceiver..................... 0
+ reading config: taperExponent........................... -0.1
+ reading config: taperIgnoreSourceCells.................. 1
+ reading config: taperIgnoreReceiverCells................ 1
+ reading default: taperRhoMin............................. -1
+ reading default: taperRhoMax............................. -1
+ reading default: taperVpMin.............................. -1
+ reading default: taperVpMax.............................. -1
+ reading default: taperTaupMin............................ -1
+ reading default: taperTaupMax............................ -1
+ reading default: seismopath..............................
+ reading default: PlotVerbose............................. 0
+ reading default: PlotEnabled............................. 0
+ reading default: PlotPrecision........................... 4
+ Time before FWD->createRealData(real, obs); Tue Jun 27 00:42:46 2023
+ Generating Real data for shot 0
+ reading default: AssembleVerbose......................... 1
+ reading default: startTime............................... 0
+ reading default: endTime................................. 1
+ reading default: maxStepSize............................. 1e+100
+ reading default: stepSize................................ 0
+ reading default: minStepSize............................. 0
+ reading default: dt_min.................................. 0
+ reading default: maxSteps................................ 0
+ reading default: steps................................... 0
+ reading default: K....................................... 0
+ reading default: tEps.................................... 1e-15
+ reading default: tTol.................................... 1e-06
+ reading default: upwind.................................. 1
+ reading config: dampingFlux............................. 1
+ reading default: UseCollectTweak......................... 0
+ reading default: Preconditioner_S........................ PointBlockJacobi
+ reading config: LinearSolver............................ LS
+ reading default: PreconditionerVerbose................... 0
+ reading default: PreconditionerDamp...................... 1
+ reading default: PointBlockJacobiLapack.................. 0
+ reading config: LinearVerbose........................... -1
+ reading config: LinearSteps............................. 100
+ reading config: LinearEpsilon........................... 1e-12
+ reading config: LinearReduction......................... 0.0001
+ reading default: LinearMinimalStepNumber................. 0
+ reading default: LinearPrintSteps........................ 800
+ reading default: TimeIntegratorVerbose................... 1
+ Initialization: 0.67 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 26.79 seconds
+ Generating Real data for shot 1
+ Initialization: 0.64 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 26.32 seconds
+ Generating Real data for shot 2
+ Initialization: 0.64 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 26.16 seconds
+ Generating Real data for shot 3
+ Initialization: 0.65 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 26.15 seconds
+ Generating Real data for shot 4
+ Initialization: 0.65 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 26.15 seconds
+ Generating Real data for shot 5
+ Initialization: 0.64 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 26.18 seconds
+ Time after FWD->createRealData(real, obs); Tue Jun 27 00:45:24 2023
+ FWISourceCount0
+ FWISourceCount1
+ SOURCE LOCATIONS:
+ 0: ( 600.00000000, 370.00000000)
+
+
+ 1: ( 600.00000000, 620.00000000)
+
+
+ 2: ( 600.00000000, 870.00000000)
+
+
+ 3: ( 600.00000000, 1120)
+
+
+ 4: ( 600.00000000, 1370)
+
+
+ 5: ( 600.00000000, 1620)
+
+
+ monoparam =
+ Rho
+ alphaValue =
+ 0
+ Frequency Filter to: -1
+
+
+ Mesh Info:
+ Mesh Name: ............................... SeismogramGrid_test
+ Distribution: ............................ RCB
+ Overlap: ................................. dG1
+ CommSplit: ............................... 0
+ Level: ................................... [3, -1, 0]
+ pLevel: .................................. 3
+ Dimension: ............................... 2
+ Cells: ................................... 87040
+ Overlap: ................................. 11232
+ Vertices: ................................ 93312
+ Edges: ................................... 174672
+ Faces: ................................... 197352
+ ProcSets: ................................ 16668
+ Mesh width [min, max]: ................... [12.500000, 29.474346]
+
+ Measure overall pressure p = p_0 + ... + p_L
+ FWIReceiverCount0
+ FWIReceiverCount1
+ ReceiverStart: 0 ReceiverEnd: 0.6 ReceiverDt: 0.0005
+ ReceiverStart: 0 ReceiverEnd: 0.6 ReceiverDt: 0.0005
+ 0: ( 1350, 370.00000000) 1: ( 1350, 390.00000000)
+ 2: ( 1350, 410.00000000) 3: ( 1350, 430.00000000)
+ 4: ( 1350, 450.00000000) 5: ( 1350, 470.00000000)
+ 6: ( 1350, 490.00000000) 7: ( 1350, 510.00000000)
+ 8: ( 1350, 530.00000000) 9: ( 1350, 550.00000000)
+ 10: ( 1350, 570.00000000) 11: ( 1350, 590.00000000)
+ 12: ( 1350, 610.00000000) 13: ( 1350, 630.00000000)
+ 14: ( 1350, 650.00000000) 15: ( 1350, 670.00000000)
+ 16: ( 1350, 690.00000000) 17: ( 1350, 710.00000000)
+ 18: ( 1350, 730.00000000) 19: ( 1350, 750.00000000)
+ 20: ( 1350, 770.00000000) 21: ( 1350, 790.00000000)
+ 22: ( 1350, 810.00000000) 23: ( 1350, 830.00000000)
+ 24: ( 1350, 850.00000000) 25: ( 1350, 870.00000000)
+ 26: ( 1350, 890.00000000) 27: ( 1350, 910.00000000)
+ 28: ( 1350, 930.00000000) 29: ( 1350, 950.00000000)
+ 30: ( 1350, 970.00000000) 31: ( 1350, 990.00000000)
+ 32: ( 1350, 1010) 33: ( 1350, 1030)
+ 34: ( 1350, 1050) 35: ( 1350, 1070)
+ 36: ( 1350, 1090) 37: ( 1350, 1110)
+ 38: ( 1350, 1130) 39: ( 1350, 1150)
+ 40: ( 1350, 1170) 41: ( 1350, 1190)
+ 42: ( 1350, 1210) 43: ( 1350, 1230)
+ 44: ( 1350, 1250) 45: ( 1350, 1270)
+ 46: ( 1350, 1290) 47: ( 1350, 1310)
+ 48: ( 1350, 1330) 49: ( 1350, 1350)
+ 50: ( 1350, 1370) 51: ( 1350, 1390)
+ 52: ( 1350, 1410) 53: ( 1350, 1430)
+ 54: ( 1350, 1450) 55: ( 1350, 1470)
+ 56: ( 1350, 1490) 57: ( 1350, 1510)
+ 58: ( 1350, 1530) 59: ( 1350, 1550)
+ 60: ( 1350, 1570) 61: ( 1350, 1590)
+ 62: ( 1350, 1610) 63: ( 1350, 1630)
+
+ Measure overall pressure p = p_0 + ... + p_L
+ reading default: loadInitialModelFromFile................ 0
+ reading default: loadRealModelFromFile................... 0
+ reading config: FWINonlinearSolver...................... FWISO
+ reading default: FWI_MaxInnerLoopSteps_FWISO............. 10
+ reading default: FWI_Gamma_FWISO......................... 0.9
+ reading default: FWI_Damping_FWISO....................... 1
+ reading default: FWI_ThetaMax_FWISO...................... 1
+ reading default: FWI_ThetaInitial_FWISO.................. 0.4
+ reading default: FWI_RegularizationStrategy_FWISO........ 0
+ reading default: FWISO_Verbose........................... 1
+ reading config: FWISO_Steps............................. 15
+ reading default: FWISO_LineSearchSteps................... 3
+ reading default: FWISO_Epsilon........................... 1e-10
+ reading default: FWISO_Reduction......................... 1e-05
+ reading default: FWISO_MinimalStepNumber................. 0
+ reading default: FWI_Precon.............................. 0
+ reading default: FWI_HierarchyLevel...................... -1
+ reading default: FWI_SaveAdjointWF....................... 0
+ reading default: FWI_SaveSeis............................ 0
+ reading config: FWI_DebugPlottingLevel.................. 1
+ reading default: FWI_BacktrackingFactor.................. 0.5
+ reading default: FWI_BacktrackingActivated............... 0
+ Memory Usage at start38711
+ reading default: WriteSeismoToFileEvery.................. 2147483647
+ Initialize Subproblems 38711
+ Starting the Loops with max_iter: 15 and num_problems 6
+
+
+ Iteration Main Looop Counting Variable iter: 0
+
+ iteration: 0 PROBLEM Number: 0
+ FWISO problem 0: d(0)
+ shot: 0: Solving forward problem...
+ Initialization: 0.66 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 26.33 seconds
+ Assembling Linearized Operators
+ Assembling Linearized Operators
+ Done!
+ Done!
+ after NonlinearEvaluation 39185
+ state_comps =
+ 1
+ Prä-Residuumnorm: 2690118
+ Inner Loop: : FIRST ORDER Inner Loop with Abbruchkriterium Residuum zu erreichen 2690118 und m_max 1
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.61 seconds
+ Initialization: 0.53 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 29.78 seconds
+ Inner Loop: : InnerCG resNorm : 1491165.7
+ Inner Loop: : Time needed for inner loop: 1:01.38 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 1 brauchte 1 = m innere Iterationen
+ Inner Loop: : 1:01.38 minutes
+ Residuumnorm 1: 1491165.7
+ ----- Intermezzo: Change Operators and Recalculate Residuum -----
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 29.71 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 29.86 seconds
+ Initialization: 0.53 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.18 seconds
+ Intermezzo Residuum: 1491851.2
+ ----- Intermezzo Ende -----
+ Inner Loop: : PSI Inner Loop with Abbruchkriterium Residuum zu erreichen 2690118 und m_max 1
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 29.92 seconds
+ PhiAdjSO: : Starting ImplicitMidpointRule (Order=2)
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 29.89 seconds
+ PhiAdjSO: : 1:01.69 minutes
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.00 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 29.90 seconds
+ Initialization: 0.53 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.38 seconds
+ Inner Loop: : InnerCG resNorm : 1325229.7
+ Inner Loop: : Time needed for inner loop: 3:06.98 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 0 brauchte 1 = m innere Iterationen
+ Inner Loop: : 3:06.98 minutes
+ FWISO Subproblem: 0: d(0): Finished first / second inner loop ( 1, 1 steps )
+ *************************************
+ Residuumnorm 2: 1325229.7
+ reading default: PlotFactorIterates...................... 1
+ reading default: PlotShot................................ -1
+
+ iteration: 0 PROBLEM Number: 1
+ FWISO problem 1: d(0)
+ shot: 1: Solving forward problem...
+ Initialization: 0.60 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 27.05 seconds
+ Assembling Linearized Operators
+ Assembling Linearized Operators
+ Done!
+ Done!
+ after NonlinearEvaluation 74045
+ state_comps =
+ 1
+ Prä-Residuumnorm: 2868113.2
+ Inner Loop: : FIRST ORDER Inner Loop with Abbruchkriterium Residuum zu erreichen 2868113.2 und m_max 1
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.31 seconds
+ Initialization: 0.52 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.35 seconds
+ Inner Loop: : InnerCG resNorm : 1747713.1
+ Inner Loop: : Time needed for inner loop: 1:02.63 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 1 brauchte 1 = m innere Iterationen
+ Inner Loop: : 1:02.63 minutes
+ Residuumnorm 1: 1747713.1
+ ----- Intermezzo: Change Operators and Recalculate Residuum -----
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.38 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.53 seconds
+ Initialization: 0.54 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.66 seconds
+ Intermezzo Residuum: 1749132.3
+ ----- Intermezzo Ende -----
+ Inner Loop: : PSI Inner Loop with Abbruchkriterium Residuum zu erreichen 2868113.2 und m_max 1
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.38 seconds
+ PhiAdjSO: : Starting ImplicitMidpointRule (Order=2)
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.57 seconds
+ PhiAdjSO: : 1:02.82 minutes
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.26 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.34 seconds
+ Initialization: 0.51 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.65 seconds
+ Inner Loop: : InnerCG resNorm : 1499137.6
+ Inner Loop: : Time needed for inner loop: 3:09.57 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 0 brauchte 1 = m innere Iterationen
+ Inner Loop: : 3:09.57 minutes
+ FWISO Subproblem: 1: d(0): Finished first / second inner loop ( 1, 1 steps )
+ *************************************
+ Residuumnorm 2: 1499137.6
+
+ iteration: 0 PROBLEM Number: 2
+ FWISO problem 2: d(0)
+ shot: 2: Solving forward problem...
+ Initialization: 0.61 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 27.07 seconds
+ Assembling Linearized Operators
+ Assembling Linearized Operators
+ Done!
+ Done!
+ after NonlinearEvaluation 81856
+ state_comps =
+ 1
+ Prä-Residuumnorm: 2682703.5
+ Inner Loop: : FIRST ORDER Inner Loop with Abbruchkriterium Residuum zu erreichen 2682703.5 und m_max 1
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.32 seconds
+ Initialization: 0.54 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.40 seconds
+ Inner Loop: : InnerCG resNorm : 1651217.6
+ Inner Loop: : Time needed for inner loop: 1:02.67 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 1 brauchte 1 = m innere Iterationen
+ Inner Loop: : 1:02.67 minutes
+ Residuumnorm 1: 1651217.6
+ ----- Intermezzo: Change Operators and Recalculate Residuum -----
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.45 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.47 seconds
+ Initialization: 0.58 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.79 seconds
+ Intermezzo Residuum: 1652588.6
+ ----- Intermezzo Ende -----
+ Inner Loop: : PSI Inner Loop with Abbruchkriterium Residuum zu erreichen 2682703.5 und m_max 1
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.68 seconds
+ PhiAdjSO: : Starting ImplicitMidpointRule (Order=2)
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.55 seconds
+ PhiAdjSO: : 1:02.80 minutes
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.52 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.69 seconds
+ Initialization: 0.50 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.99 seconds
+ Inner Loop: : InnerCG resNorm : 1384614.8
+ Inner Loop: : Time needed for inner loop: 3:10.75 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 0 brauchte 1 = m innere Iterationen
+ Inner Loop: : 3:10.75 minutes
+ FWISO Subproblem: 2: d(0): Finished first / second inner loop ( 1, 1 steps )
+ *************************************
+ Residuumnorm 2: 1384614.8
+
+ iteration: 0 PROBLEM Number: 3
+ FWISO problem 3: d(0)
+ shot: 3: Solving forward problem...
+ Initialization: 0.61 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 27.05 seconds
+ Assembling Linearized Operators
+ Assembling Linearized Operators
+ Done!
+ Done!
+ after NonlinearEvaluation 92691
+ state_comps =
+ 1
+ Prä-Residuumnorm: 2198808.8
+ Inner Loop: : FIRST ORDER Inner Loop with Abbruchkriterium Residuum zu erreichen 2198808.8 und m_max 1
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.19 seconds
+ Initialization: 0.52 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.59 seconds
+ Inner Loop: : InnerCG resNorm : 1399088.9
+ Inner Loop: : Time needed for inner loop: 1:02.72 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 1 brauchte 1 = m innere Iterationen
+ Inner Loop: : 1:02.72 minutes
+ Residuumnorm 1: 1399088.9
+ ----- Intermezzo: Change Operators and Recalculate Residuum -----
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.71 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.70 seconds
+ Initialization: 0.54 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.86 seconds
+ Intermezzo Residuum: 1399051.6
+ ----- Intermezzo Ende -----
+ Inner Loop: : PSI Inner Loop with Abbruchkriterium Residuum zu erreichen 2198808.8 und m_max 1
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.49 seconds
+ PhiAdjSO: : Starting ImplicitMidpointRule (Order=2)
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.60 seconds
+ PhiAdjSO: : 1:02.82 minutes
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.58 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.56 seconds
+ Initialization: 0.46 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.75 seconds
+ Inner Loop: : InnerCG resNorm : 1230692
+ Inner Loop: : Time needed for inner loop: 3:10.32 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 0 brauchte 1 = m innere Iterationen
+ Inner Loop: : 3:10.32 minutes
+ FWISO Subproblem: 3: d(0): Finished first / second inner loop ( 1, 1 steps )
+ *************************************
+ Residuumnorm 2: 1230692
+
+ iteration: 0 PROBLEM Number: 4
+ FWISO problem 4: d(0)
+ shot: 4: Solving forward problem...
+ Initialization: 0.61 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 27.04 seconds
+ Assembling Linearized Operators
+ Assembling Linearized Operators
+ Done!
+ Done!
+ after NonlinearEvaluation 95332
+ state_comps =
+ 1
+ Prä-Residuumnorm: 2149822.4
+ Inner Loop: : FIRST ORDER Inner Loop with Abbruchkriterium Residuum zu erreichen 2149822.4 und m_max 1
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.27 seconds
+ Initialization: 0.54 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.50 seconds
+ Inner Loop: : InnerCG resNorm : 1546143
+ Inner Loop: : Time needed for inner loop: 1:02.71 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 1 brauchte 1 = m innere Iterationen
+ Inner Loop: : 1:02.71 minutes
+ Residuumnorm 1: 1546143
+ ----- Intermezzo: Change Operators and Recalculate Residuum -----
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.62 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.75 seconds
+ Initialization: 0.53 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.87 seconds
+ Intermezzo Residuum: 1547397.6
+ ----- Intermezzo Ende -----
+ Inner Loop: : PSI Inner Loop with Abbruchkriterium Residuum zu erreichen 2149822.4 und m_max 1
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.81 seconds
+ PhiAdjSO: : Starting ImplicitMidpointRule (Order=2)
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.55 seconds
+ PhiAdjSO: : 1:02.82 minutes
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.76 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.94 seconds
+ Initialization: 0.50 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.72 seconds
+ Inner Loop: : InnerCG resNorm : 1327915.3
+ Inner Loop: : Time needed for inner loop: 3:11.14 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 0 brauchte 1 = m innere Iterationen
+ Inner Loop: : 3:11.14 minutes
+ FWISO Subproblem: 4: d(0): Finished first / second inner loop ( 1, 1 steps )
+ *************************************
+ Residuumnorm 2: 1327915.3
+
+ iteration: 0 PROBLEM Number: 5
+ FWISO problem 5: d(0)
+ shot: 5: Solving forward problem...
+ Initialization: 0.61 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 27.25 seconds
+ Assembling Linearized Operators
+ Assembling Linearized Operators
+ Done!
+ Done!
+ after NonlinearEvaluation 98975
+ state_comps =
+ 1
+ Prä-Residuumnorm: 1686014.7
+ Inner Loop: : FIRST ORDER Inner Loop with Abbruchkriterium Residuum zu erreichen 1686014.7 und m_max 1
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.37 seconds
+ Initialization: 0.56 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.65 seconds
+ Inner Loop: : InnerCG resNorm : 1367378.9
+ Inner Loop: : Time needed for inner loop: 1:02.93 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 1 brauchte 1 = m innere Iterationen
+ Inner Loop: : 1:02.93 minutes
+ Residuumnorm 1: 1367378.9
+ ----- Intermezzo: Change Operators and Recalculate Residuum -----
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.84 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.84 seconds
+ Initialization: 0.53 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.79 seconds
+ Intermezzo Residuum: 1368745.6
+ ----- Intermezzo Ende -----
+ Inner Loop: : PSI Inner Loop with Abbruchkriterium Residuum zu erreichen 1686014.7 und m_max 1
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.73 seconds
+ PhiAdjSO: : Starting ImplicitMidpointRule (Order=2)
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.54 seconds
+ PhiAdjSO: : 1:02.85 minutes
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.64 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.42 seconds
+ Initialization: 0.47 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.64 seconds
+ Inner Loop: : InnerCG resNorm : 1201323.7
+ Inner Loop: : Time needed for inner loop: 3:10.39 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 0 brauchte 1 = m innere Iterationen
+ Inner Loop: : 3:10.39 minutes
+ FWISO Subproblem: 5: d(0): Finished first / second inner loop ( 1, 1 steps )
+ *************************************
+ Residuumnorm 2: 1201323.7
+
+
+ Iteration Main Looop Counting Variable iter: 1
+
+ iteration: 1 PROBLEM Number: 0
+ FWISO problem 0: d(1)
+ shot: 0: Solving forward problem...
+ Initialization: 0.61 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 27.07 seconds
+ Assembling Linearized Operators
+ Assembling Linearized Operators
+ Done!
+ Done!
+ after NonlinearEvaluation 102619
+ Prä-Residuumnorm: 1586895.4
+ Inner Loop: : FIRST ORDER Inner Loop with Abbruchkriterium Residuum zu erreichen 936106.57 und m_max 2
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.25 seconds
+ Initialization: 0.56 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.44 seconds
+ Inner Loop: : InnerCG resNorm : 1332615.9
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.58 seconds
+ Initialization: 0.54 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.46 seconds
+ Inner Loop: : InnerCG resNorm : 1001225
+ Inner Loop: : Time needed for inner loop: 2:05.56 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 1 brauchte 2 = m innere Iterationen
+ Inner Loop: : 2:05.56 minutes
+ Residuumnorm 1: 1001225
+ ----- Intermezzo: Change Operators and Recalculate Residuum -----
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.55 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.48 seconds
+ Initialization: 0.53 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.72 seconds
+ Intermezzo Residuum: 1000982
+ ----- Intermezzo Ende -----
+ Inner Loop: : PSI Inner Loop with Abbruchkriterium Residuum zu erreichen 936106.57 und m_max 2
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.73 seconds
+ PhiAdjSO: : Starting ImplicitMidpointRule (Order=2)
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.54 seconds
+ PhiAdjSO: : 1:02.76 minutes
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.65 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.75 seconds
+ Initialization: 0.50 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.90 seconds
+ Inner Loop: : InnerCG resNorm : 859834.76
+ Inner Loop: : Time needed for inner loop: 3:10.93 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 0 brauchte 1 = m innere Iterationen
+ Inner Loop: : 3:10.93 minutes
+ FWISO Subproblem: 0: d(1): Finished first / second inner loop ( 2, 1 steps )
+ *************************************
+ Residuumnorm 2: 859834.76
+
+ iteration: 1 PROBLEM Number: 1
+ FWISO problem 1: d(1)
+ shot: 1: Solving forward problem...
+ Initialization: 0.62 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 27.34 seconds
+ Assembling Linearized Operators
+ Assembling Linearized Operators
+ Done!
+ Done!
+ after NonlinearEvaluation 102570
+ Prä-Residuumnorm: 1583899.4
+ Inner Loop: : FIRST ORDER Inner Loop with Abbruchkriterium Residuum zu erreichen 874699.55 und m_max 2
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.49 seconds
+ Initialization: 0.54 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.66 seconds
+ Inner Loop: : InnerCG resNorm : 1380369.9
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.55 seconds
+ Initialization: 0.53 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.66 seconds
+ Inner Loop: : InnerCG resNorm : 1009984
+ Inner Loop: : Time needed for inner loop: 2:06.18 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 1 brauchte 2 = m innere Iterationen
+ Inner Loop: : 2:06.18 minutes
+ Residuumnorm 1: 1009984
+ ----- Intermezzo: Change Operators and Recalculate Residuum -----
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.79 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.81 seconds
+ Initialization: 0.53 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 32.01 seconds
+ Intermezzo Residuum: 1009545.5
+ ----- Intermezzo Ende -----
+ Inner Loop: : PSI Inner Loop with Abbruchkriterium Residuum zu erreichen 874699.55 und m_max 2
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.93 seconds
+ PhiAdjSO: : Starting ImplicitMidpointRule (Order=2)
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.66 seconds
+ PhiAdjSO: : 1:03.04 minutes
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.85 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.70 seconds
+ Initialization: 0.48 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 32.04 seconds
+ Inner Loop: : InnerCG resNorm : 862704.13
+ Inner Loop: : Time needed for inner loop: 3:11.66 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 0 brauchte 1 = m innere Iterationen
+ Inner Loop: : 3:11.66 minutes
+ FWISO Subproblem: 1: d(1): Finished first / second inner loop ( 2, 1 steps )
+ *************************************
+ Residuumnorm 2: 862704.13
+
+ iteration: 1 PROBLEM Number: 2
+ FWISO problem 2: d(1)
+ shot: 2: Solving forward problem...
+ Initialization: 0.61 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 27.22 seconds
+ Assembling Linearized Operators
+ Assembling Linearized Operators
+ Done!
+ Done!
+ after NonlinearEvaluation 102701
+ Prä-Residuumnorm: 1655011.6
+ Inner Loop: : FIRST ORDER Inner Loop with Abbruchkriterium Residuum zu erreichen 1021008.6 und m_max 2
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.49 seconds
+ Initialization: 0.52 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.68 seconds
+ Inner Loop: : InnerCG resNorm : 1354244.1
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.72 seconds
+ Initialization: 0.53 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.75 seconds
+ Inner Loop: : InnerCG resNorm : 1039578.1
+ Inner Loop: : Time needed for inner loop: 2:06.49 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 1 brauchte 2 = m innere Iterationen
+ Inner Loop: : 2:06.49 minutes
+ Residuumnorm 1: 1039578.1
+ ----- Intermezzo: Change Operators and Recalculate Residuum -----
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.82 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.81 seconds
+ Initialization: 0.55 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.92 seconds
+ Intermezzo Residuum: 1039599.3
+ ----- Intermezzo Ende -----
+ Inner Loop: : PSI Inner Loop with Abbruchkriterium Residuum zu erreichen 1021008.6 und m_max 2
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.71 seconds
+ PhiAdjSO: : Starting ImplicitMidpointRule (Order=2)
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.64 seconds
+ PhiAdjSO: : 1:02.97 minutes
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.64 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.82 seconds
+ Initialization: 0.49 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.86 seconds
+ Inner Loop: : InnerCG resNorm : 920294.75
+ Inner Loop: : Time needed for inner loop: 3:11.12 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 0 brauchte 1 = m innere Iterationen
+ Inner Loop: : 3:11.12 minutes
+ FWISO Subproblem: 2: d(1): Finished first / second inner loop ( 2, 1 steps )
+ *************************************
+ Residuumnorm 2: 920294.75
+
+ iteration: 1 PROBLEM Number: 3
+ FWISO problem 3: d(1)
+ shot: 3: Solving forward problem...
+ Initialization: 0.62 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 27.18 seconds
+ Assembling Linearized Operators
+ Assembling Linearized Operators
+ Done!
+ Done!
+ after NonlinearEvaluation 102864
+ Prä-Residuumnorm: 1454070.7
+ Inner Loop: : FIRST ORDER Inner Loop with Abbruchkriterium Residuum zu erreichen 961575.97 und m_max 2
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.54 seconds
+ Initialization: 0.52 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.66 seconds
+ Inner Loop: : InnerCG resNorm : 1249817.2
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.53 seconds
+ Initialization: 0.54 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.73 seconds
+ Inner Loop: : InnerCG resNorm : 1032750
+ Inner Loop: : Time needed for inner loop: 2:06.34 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 1 brauchte 2 = m innere Iterationen
+ Inner Loop: : 2:06.34 minutes
+ Residuumnorm 1: 1032750
+ ----- Intermezzo: Change Operators and Recalculate Residuum -----
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.93 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.82 seconds
+ Initialization: 0.54 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.91 seconds
+ Intermezzo Residuum: 1032682.4
+ ----- Intermezzo Ende -----
+ Inner Loop: : PSI Inner Loop with Abbruchkriterium Residuum zu erreichen 961575.97 und m_max 2
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.81 seconds
+ PhiAdjSO: : Starting ImplicitMidpointRule (Order=2)
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.61 seconds
+ PhiAdjSO: : 1:02.88 minutes
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.80 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.64 seconds
+ Initialization: 0.52 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 32.03 seconds
+ Inner Loop: : InnerCG resNorm : 938585.92
+ Inner Loop: : Time needed for inner loop: 3:11.26 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 0 brauchte 1 = m innere Iterationen
+ Inner Loop: : 3:11.26 minutes
+ FWISO Subproblem: 3: d(1): Finished first / second inner loop ( 2, 1 steps )
+ *************************************
+ Residuumnorm 2: 938585.92
+
+ iteration: 1 PROBLEM Number: 4
+ FWISO problem 4: d(1)
+ shot: 4: Solving forward problem...
+ Initialization: 0.62 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 27.16 seconds
+ Assembling Linearized Operators
+ Assembling Linearized Operators
+ Done!
+ Done!
+ after NonlinearEvaluation 102915
+ Prä-Residuumnorm: 1340290.9
+ Inner Loop: : FIRST ORDER Inner Loop with Abbruchkriterium Residuum zu erreichen 835594.44 und m_max 2
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.44 seconds
+ Initialization: 0.56 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.83 seconds
+ Inner Loop: : InnerCG resNorm : 1193002.3
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.58 seconds
+ Initialization: 0.53 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.67 seconds
+ Inner Loop: : InnerCG resNorm : 918757.76
+ Inner Loop: : Time needed for inner loop: 2:06.37 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 1 brauchte 2 = m innere Iterationen
+ Inner Loop: : 2:06.37 minutes
+ Residuumnorm 1: 918757.76
+ ----- Intermezzo: Change Operators and Recalculate Residuum -----
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.67 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.59 seconds
+ Initialization: 0.54 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.70 seconds
+ Intermezzo Residuum: 918700.24
+ ----- Intermezzo Ende -----
+ Inner Loop: : PSI Inner Loop with Abbruchkriterium Residuum zu erreichen 835594.44 und m_max 2
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.63 seconds
+ PhiAdjSO: : Starting ImplicitMidpointRule (Order=2)
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.50 seconds
+ PhiAdjSO: : 1:02.64 minutes
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.68 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.72 seconds
+ Initialization: 0.50 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.79 seconds
+ Inner Loop: : InnerCG resNorm : 812369.81
+ Inner Loop: : Time needed for inner loop: 3:10.60 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 0 brauchte 1 = m innere Iterationen
+ Inner Loop: : 3:10.60 minutes
+ FWISO Subproblem: 4: d(1): Finished first / second inner loop ( 2, 1 steps )
+ *************************************
+ Residuumnorm 2: 812369.81
+
+ iteration: 1 PROBLEM Number: 5
+ FWISO problem 5: d(1)
+ shot: 5: Solving forward problem...
+ Initialization: 0.61 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 27.16 seconds
+ Assembling Linearized Operators
+ Assembling Linearized Operators
+ Done!
+ Done!
+ after NonlinearEvaluation 102970
+ Prä-Residuumnorm: 1150971
+ Inner Loop: : FIRST ORDER Inner Loop with Abbruchkriterium Residuum zu erreichen 785719.22 und m_max 2
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.41 seconds
+ Initialization: 0.52 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.70 seconds
+ Inner Loop: : InnerCG resNorm : 1025122.1
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.52 seconds
+ Initialization: 0.62 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.80 seconds
+ Inner Loop: : InnerCG resNorm : 777230.81
+ Inner Loop: : Time needed for inner loop: 2:06.21 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 1 brauchte 2 = m innere Iterationen
+ Inner Loop: : 2:06.21 minutes
+ Residuumnorm 1: 777230.81
+ ----- Intermezzo: Change Operators and Recalculate Residuum -----
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.84 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.81 seconds
+ Initialization: 0.53 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.73 seconds
+ Intermezzo Residuum: 777001.19
+ ----- Intermezzo Ende -----
+ Inner Loop: : PSI Inner Loop with Abbruchkriterium Residuum zu erreichen 785719.22 und m_max 2
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.68 seconds
+ PhiAdjSO: : Starting ImplicitMidpointRule (Order=2)
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.60 seconds
+ PhiAdjSO: : 1:02.80 minutes
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.79 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.65 seconds
+ Initialization: 0.52 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.75 seconds
+ Inner Loop: : InnerCG resNorm : 702961.73
+ Inner Loop: : Time needed for inner loop: 3:10.76 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 0 brauchte 1 = m innere Iterationen
+ Inner Loop: : 3:10.76 minutes
+ FWISO Subproblem: 5: d(1): Finished first / second inner loop ( 2, 1 steps )
+ *************************************
+ Residuumnorm 2: 702961.73
+
+
+ Iteration Main Looop Counting Variable iter: 2
+
+ iteration: 2 PROBLEM Number: 0
+ FWISO problem 0: d(2)
+ shot: 0: Solving forward problem...
+ Initialization: 0.61 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 27.19 seconds
+ Assembling Linearized Operators
+ Assembling Linearized Operators
+ Done!
+ Done!
+ after NonlinearEvaluation 103169
+ Prä-Residuumnorm: 1108691
+ Inner Loop: : FIRST ORDER Inner Loop with Abbruchkriterium Residuum zu erreichen 881352.81 und m_max 3
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.29 seconds
+ Initialization: 0.52 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.55 seconds
+ Inner Loop: : InnerCG resNorm : 901320.34
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.39 seconds
+ Initialization: 0.61 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.64 seconds
+ Inner Loop: : InnerCG resNorm : 765287.75
+ Inner Loop: : Time needed for inner loop: 2:05.68 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 1 brauchte 2 = m innere Iterationen
+ Inner Loop: : 2:05.68 minutes
+ Residuumnorm 1: 765287.75
+ ----- Intermezzo: Change Operators and Recalculate Residuum -----
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.64 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.64 seconds
+ Initialization: 0.51 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.78 seconds
+ Intermezzo Residuum: 765400.91
+ ----- Intermezzo Ende -----
+ Inner Loop: : PSI Inner Loop with Abbruchkriterium Residuum zu erreichen 588613.2 und m_max 2
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.79 seconds
+ PhiAdjSO: : Starting ImplicitMidpointRule (Order=2)
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.56 seconds
+ PhiAdjSO: : 1:02.89 minutes
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.61 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.80 seconds
+ Initialization: 0.50 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.80 seconds
+ Inner Loop: : InnerCG resNorm : 706325.91
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.59 seconds
+ PhiAdjSO: : Starting ImplicitMidpointRule (Order=2)
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.53 seconds
+ PhiAdjSO: : 1:02.75 minutes
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.55 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.67 seconds
+ Initialization: 0.51 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.69 seconds
+ Inner Loop: : InnerCG resNorm : 641343.84
+ Inner Loop: : Time needed for inner loop: 6:21.42 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 0 brauchte 2 = m innere Iterationen
+ Inner Loop: : 6:21.42 minutes
+ FWISO Subproblem: 0: d(2): Finished first / second inner loop ( 2, 2 steps )
+ *************************************
+ Residuumnorm 2: 641343.84
+
+ iteration: 2 PROBLEM Number: 1
+ FWISO problem 1: d(2)
+ shot: 1: Solving forward problem...
+ Initialization: 0.62 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 27.23 seconds
+ Assembling Linearized Operators
+ Assembling Linearized Operators
+ Done!
+ Done!
+ after NonlinearEvaluation 107987
+ Prä-Residuumnorm: 1059064.2
+ Inner Loop: : FIRST ORDER Inner Loop with Abbruchkriterium Residuum zu erreichen 821963.25 und m_max 3
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.32 seconds
+ Initialization: 0.51 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.56 seconds
+ Inner Loop: : InnerCG resNorm : 913494.88
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.37 seconds
+ Initialization: 0.55 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.47 seconds
+ Inner Loop: : InnerCG resNorm : 784445.43
+ Inner Loop: : Time needed for inner loop: 2:05.52 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 1 brauchte 2 = m innere Iterationen
+ Inner Loop: : 2:05.52 minutes
+ Residuumnorm 1: 784445.43
+ ----- Intermezzo: Change Operators and Recalculate Residuum -----
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.70 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.67 seconds
+ Initialization: 0.52 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.70 seconds
+ Intermezzo Residuum: 784433.41
+ ----- Intermezzo Ende -----
+ Inner Loop: : PSI Inner Loop with Abbruchkriterium Residuum zu erreichen 526376.04 und m_max 2
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.59 seconds
+ PhiAdjSO: : Starting ImplicitMidpointRule (Order=2)
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.54 seconds
+ PhiAdjSO: : 1:02.68 minutes
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.66 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.56 seconds
+ Initialization: 0.53 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.66 seconds
+ Inner Loop: : InnerCG resNorm : 722887.16
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.58 seconds
+ PhiAdjSO: : Starting ImplicitMidpointRule (Order=2)
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.48 seconds
+ PhiAdjSO: : 1:02.80 minutes
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.55 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.66 seconds
+ Initialization: 0.50 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.81 seconds
+ Inner Loop: : InnerCG resNorm : 668185.7
+ Inner Loop: : Time needed for inner loop: 6:20.74 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 0 brauchte 2 = m innere Iterationen
+ Inner Loop: : 6:20.74 minutes
+ FWISO Subproblem: 1: d(2): Finished first / second inner loop ( 2, 2 steps )
+ *************************************
+ Residuumnorm 2: 668185.7
+
+ iteration: 2 PROBLEM Number: 2
+ FWISO problem 2: d(2)
+ shot: 2: Solving forward problem...
+ Initialization: 0.62 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 27.27 seconds
+ Assembling Linearized Operators
+ Assembling Linearized Operators
+ Done!
+ Done!
+ after NonlinearEvaluation 109274
+ Prä-Residuumnorm: 1202482.9
+ Inner Loop: : FIRST ORDER Inner Loop with Abbruchkriterium Residuum zu erreichen 972158.89 und m_max 3
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.34 seconds
+ Initialization: 0.50 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.64 seconds
+ Inner Loop: : InnerCG resNorm : 1047911.8
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.47 seconds
+ Initialization: 0.54 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.49 seconds
+ Inner Loop: : InnerCG resNorm : 914566.26
+ Inner Loop: : Time needed for inner loop: 2:05.73 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 1 brauchte 2 = m innere Iterationen
+ Inner Loop: : 2:05.73 minutes
+ Residuumnorm 1: 914566.26
+ ----- Intermezzo: Change Operators and Recalculate Residuum -----
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.77 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.73 seconds
+ Initialization: 0.50 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.84 seconds
+ Intermezzo Residuum: 914548.1
+ ----- Intermezzo Ende -----
+ Inner Loop: : PSI Inner Loop with Abbruchkriterium Residuum zu erreichen 667651.42 und m_max 2
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.72 seconds
+ PhiAdjSO: : Starting ImplicitMidpointRule (Order=2)
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.54 seconds
+ PhiAdjSO: : 1:02.67 minutes
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.66 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.60 seconds
+ Initialization: 0.50 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.75 seconds
+ Inner Loop: : InnerCG resNorm : 855627.4
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.95 seconds
+ PhiAdjSO: : Starting ImplicitMidpointRule (Order=2)
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.48 seconds
+ PhiAdjSO: : 1:02.87 minutes
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.78 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.78 seconds
+ Initialization: 0.49 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.88 seconds
+ Inner Loop: : InnerCG resNorm : 792437.14
+ Inner Loop: : Time needed for inner loop: 6:21.83 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 0 brauchte 2 = m innere Iterationen
+ Inner Loop: : 6:21.83 minutes
+ FWISO Subproblem: 2: d(2): Finished first / second inner loop ( 2, 2 steps )
+ *************************************
+ Residuumnorm 2: 792437.14
+
+ iteration: 2 PROBLEM Number: 3
+ FWISO problem 3: d(2)
+ shot: 3: Solving forward problem...
+ Initialization: 0.61 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 27.27 seconds
+ Assembling Linearized Operators
+ Assembling Linearized Operators
+ Done!
+ Done!
+ after NonlinearEvaluation 111634
+ Prä-Residuumnorm: 1154319.1
+ Inner Loop: : FIRST ORDER Inner Loop with Abbruchkriterium Residuum zu erreichen 958834.78 und m_max 3
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.38 seconds
+ Initialization: 0.51 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.67 seconds
+ Inner Loop: : InnerCG resNorm : 1016321.2
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.49 seconds
+ Initialization: 0.50 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.66 seconds
+ Inner Loop: : InnerCG resNorm : 880493.52
+ Inner Loop: : Time needed for inner loop: 2:06.01 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 1 brauchte 2 = m innere Iterationen
+ Inner Loop: : 2:06.01 minutes
+ Residuumnorm 1: 880493.52
+ ----- Intermezzo: Change Operators and Recalculate Residuum -----
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.80 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.69 seconds
+ Initialization: 0.52 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.89 seconds
+ Intermezzo Residuum: 880552.91
+ ----- Intermezzo Ende -----
+ Inner Loop: : PSI Inner Loop with Abbruchkriterium Residuum zu erreichen 687015.39 und m_max 2
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.93 seconds
+ PhiAdjSO: : Starting ImplicitMidpointRule (Order=2)
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.49 seconds
+ PhiAdjSO: : 1:02.68 minutes
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.01 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.89 seconds
+ Initialization: 0.50 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.92 seconds
+ Inner Loop: : InnerCG resNorm : 817630.27
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.88 seconds
+ PhiAdjSO: : Starting ImplicitMidpointRule (Order=2)
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.70 seconds
+ PhiAdjSO: : 1:02.86 minutes
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.92 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.75 seconds
+ Initialization: 0.54 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.92 seconds
+ Inner Loop: : InnerCG resNorm : 764436.58
+ Inner Loop: : Time needed for inner loop: 6:22.85 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 0 brauchte 2 = m innere Iterationen
+ Inner Loop: : 6:22.85 minutes
+ FWISO Subproblem: 3: d(2): Finished first / second inner loop ( 2, 2 steps )
+ *************************************
+ Residuumnorm 2: 764436.58
+
+ iteration: 2 PROBLEM Number: 4
+ FWISO problem 4: d(2)
+ shot: 4: Solving forward problem...
+ Initialization: 0.61 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 27.35 seconds
+ Assembling Linearized Operators
+ Assembling Linearized Operators
+ Done!
+ Done!
+ after NonlinearEvaluation 111720
+ Prä-Residuumnorm: 986145.81
+ Inner Loop: : FIRST ORDER Inner Loop with Abbruchkriterium Residuum zu erreichen 800475.57 und m_max 3
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.44 seconds
+ Initialization: 0.50 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.75 seconds
+ Inner Loop: : InnerCG resNorm : 879435.42
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.63 seconds
+ Initialization: 0.53 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.80 seconds
+ Inner Loop: : InnerCG resNorm : 769436.5
+ Inner Loop: : Time needed for inner loop: 2:06.41 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 1 brauchte 2 = m innere Iterationen
+ Inner Loop: : 2:06.41 minutes
+ Residuumnorm 1: 769436.5
+ ----- Intermezzo: Change Operators and Recalculate Residuum -----
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.73 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.64 seconds
+ Initialization: 0.53 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.86 seconds
+ Intermezzo Residuum: 769399.78
+ ----- Intermezzo Ende -----
+ Inner Loop: : PSI Inner Loop with Abbruchkriterium Residuum zu erreichen 553324.79 und m_max 2
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.66 seconds
+ PhiAdjSO: : Starting ImplicitMidpointRule (Order=2)
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.48 seconds
+ PhiAdjSO: : 1:02.73 minutes
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.72 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.93 seconds
+ Initialization: 0.51 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.81 seconds
+ Inner Loop: : InnerCG resNorm : 718879.79
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.62 seconds
+ PhiAdjSO: : Starting ImplicitMidpointRule (Order=2)
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.57 seconds
+ PhiAdjSO: : 1:02.85 minutes
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.59 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.59 seconds
+ Initialization: 0.48 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.77 seconds
+ Inner Loop: : InnerCG resNorm : 677060.14
+ Inner Loop: : Time needed for inner loop: 6:21.44 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 0 brauchte 2 = m innere Iterationen
+ Inner Loop: : 6:21.44 minutes
+ FWISO Subproblem: 4: d(2): Finished first / second inner loop ( 2, 2 steps )
+ *************************************
+ Residuumnorm 2: 677060.14
+
+ iteration: 2 PROBLEM Number: 5
+ FWISO problem 5: d(2)
+ shot: 5: Solving forward problem...
+ Initialization: 0.62 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 27.29 seconds
+ Assembling Linearized Operators
+ Assembling Linearized Operators
+ Done!
+ Done!
+ after NonlinearEvaluation 112931
+ Prä-Residuumnorm: 803977.79
+ Inner Loop: : FIRST ORDER Inner Loop with Abbruchkriterium Residuum zu erreichen 676409.72 und m_max 3
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.34 seconds
+ Initialization: 0.49 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.62 seconds
+ Inner Loop: : InnerCG resNorm : 745576.64
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.47 seconds
+ Initialization: 0.51 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.51 seconds
+ Inner Loop: : InnerCG resNorm : 660852.06
+ Inner Loop: : Time needed for inner loop: 2:05.76 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 1 brauchte 2 = m innere Iterationen
+ Inner Loop: : 2:05.76 minutes
+ Residuumnorm 1: 660852.06
+ ----- Intermezzo: Change Operators and Recalculate Residuum -----
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.62 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.68 seconds
+ Initialization: 0.52 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.78 seconds
+ Intermezzo Residuum: 660864.19
+ ----- Intermezzo Ende -----
+ Inner Loop: : PSI Inner Loop with Abbruchkriterium Residuum zu erreichen 493957.49 und m_max 2
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.90 seconds
+ PhiAdjSO: : Starting ImplicitMidpointRule (Order=2)
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.62 seconds
+ PhiAdjSO: : 1:02.86 minutes
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.84 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.94 seconds
+ Initialization: 0.52 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.94 seconds
+ Inner Loop: : InnerCG resNorm : 612683.8
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.90 seconds
+ PhiAdjSO: : Starting ImplicitMidpointRule (Order=2)
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.71 seconds
+ PhiAdjSO: : 1:02.98 minutes
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.89 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.97 seconds
+ Initialization: 0.51 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.78 seconds
+ Inner Loop: : InnerCG resNorm : 587310.29
+ Inner Loop: : Time needed for inner loop: 6:23.14 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 0 brauchte 2 = m innere Iterationen
+ Inner Loop: : 6:23.14 minutes
+ FWISO Subproblem: 5: d(2): Finished first / second inner loop ( 2, 2 steps )
+ *************************************
+ Residuumnorm 2: 587310.29
+
+
+ Iteration Main Looop Counting Variable iter: 3
+
+ iteration: 3 PROBLEM Number: 0
+ FWISO problem 0: d(3)
+ shot: 0: Solving forward problem...
+ Initialization: 0.61 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 27.35 seconds
+ Assembling Linearized Operators
+ Assembling Linearized Operators
+ Done!
+ Done!
+ after NonlinearEvaluation 112076
+ Prä-Residuumnorm: 849141.72
+ Inner Loop: : FIRST ORDER Inner Loop with Abbruchkriterium Residuum zu erreichen 607521.96 und m_max 4
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.42 seconds
+ Initialization: 0.49 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.55 seconds
+ Inner Loop: : InnerCG resNorm : 762650.55
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.51 seconds
+ Initialization: 0.57 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.63 seconds
+ Inner Loop: : InnerCG resNorm : 653773.65
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.57 seconds
+ Initialization: 0.50 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.44 seconds
+ Inner Loop: : InnerCG resNorm : 569725.75
+ Inner Loop: : Time needed for inner loop: 3:08.80 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 1 brauchte 3 = m innere Iterationen
+ Inner Loop: : 3:08.80 minutes
+ Residuumnorm 1: 569725.75
+ ----- Intermezzo: Change Operators and Recalculate Residuum -----
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.58 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.54 seconds
+ Initialization: 0.54 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.70 seconds
+ Intermezzo Residuum: 569615.34
+ ----- Intermezzo Ende -----
+ Inner Loop: : PSI Inner Loop with Abbruchkriterium Residuum zu erreichen 649979.04 und m_max 3
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.78 seconds
+ PhiAdjSO: : Starting ImplicitMidpointRule (Order=2)
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.71 seconds
+ PhiAdjSO: : 1:03.03 minutes
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.79 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.88 seconds
+ Initialization: 0.49 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.71 seconds
+ Inner Loop: : InnerCG resNorm : 536292.58
+ Inner Loop: : Time needed for inner loop: 3:11.22 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 0 brauchte 1 = m innere Iterationen
+ Inner Loop: : 3:11.22 minutes
+ FWISO Subproblem: 0: d(3): Finished first / second inner loop ( 3, 1 steps )
+ *************************************
+ Residuumnorm 2: 536292.58
+
+ iteration: 3 PROBLEM Number: 1
+ FWISO problem 1: d(3)
+ shot: 1: Solving forward problem...
+ Initialization: 0.61 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 27.23 seconds
+ Assembling Linearized Operators
+ Assembling Linearized Operators
+ Done!
+ Done!
+ after NonlinearEvaluation 112062
+ Prä-Residuumnorm: 882274.71
+ Inner Loop: : FIRST ORDER Inner Loop with Abbruchkriterium Residuum zu erreichen 616277.69 und m_max 4
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.31 seconds
+ Initialization: 0.50 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.58 seconds
+ Inner Loop: : InnerCG resNorm : 758570.34
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.45 seconds
+ Initialization: 0.51 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.57 seconds
+ Inner Loop: : InnerCG resNorm : 674416.65
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.50 seconds
+ Initialization: 0.49 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.58 seconds
+ Inner Loop: : InnerCG resNorm : 608666.58
+ Inner Loop: : Time needed for inner loop: 3:08.74 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 1 brauchte 3 = m innere Iterationen
+ Inner Loop: : 3:08.74 minutes
+ Residuumnorm 1: 608666.58
+ ----- Intermezzo: Change Operators and Recalculate Residuum -----
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.81 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.77 seconds
+ Initialization: 0.52 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.89 seconds
+ Intermezzo Residuum: 608680.91
+ ----- Intermezzo Ende -----
+ Inner Loop: : PSI Inner Loop with Abbruchkriterium Residuum zu erreichen 660391.42 und m_max 3
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.91 seconds
+ PhiAdjSO: : Starting ImplicitMidpointRule (Order=2)
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.46 seconds
+ PhiAdjSO: : 1:02.80 minutes
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.90 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.89 seconds
+ Initialization: 0.50 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.96 seconds
+ Inner Loop: : InnerCG resNorm : 571876.85
+ Inner Loop: : Time needed for inner loop: 3:11.50 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 0 brauchte 1 = m innere Iterationen
+ Inner Loop: : 3:11.50 minutes
+ FWISO Subproblem: 1: d(3): Finished first / second inner loop ( 3, 1 steps )
+ *************************************
+ Residuumnorm 2: 571876.85
+
+ iteration: 3 PROBLEM Number: 2
+ FWISO problem 2: d(3)
+ shot: 2: Solving forward problem...
+ Initialization: 0.61 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 27.31 seconds
+ Assembling Linearized Operators
+ Assembling Linearized Operators
+ Done!
+ Done!
+ after NonlinearEvaluation 112037
+ Prä-Residuumnorm: 1051337
+ Inner Loop: : FIRST ORDER Inner Loop with Abbruchkriterium Residuum zu erreichen 764967.17 und m_max 4
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.44 seconds
+ Initialization: 0.49 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.00 seconds
+ Inner Loop: : InnerCG resNorm : 899437.63
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.60 seconds
+ Initialization: 0.50 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.67 seconds
+ Inner Loop: : InnerCG resNorm : 814916.11
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.63 seconds
+ Initialization: 0.51 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.69 seconds
+ Inner Loop: : InnerCG resNorm : 755366.17
+ Inner Loop: : Time needed for inner loop: 3:09.79 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 1 brauchte 3 = m innere Iterationen
+ Inner Loop: : 3:09.79 minutes
+ Residuumnorm 1: 755366.17
+ ----- Intermezzo: Change Operators and Recalculate Residuum -----
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.87 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.71 seconds
+ Initialization: 0.52 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.94 seconds
+ Intermezzo Residuum: 755492.7
+ ----- Intermezzo Ende -----
+ Inner Loop: : PSI Inner Loop with Abbruchkriterium Residuum zu erreichen 817534.02 und m_max 3
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.98 seconds
+ PhiAdjSO: : Starting ImplicitMidpointRule (Order=2)
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.59 seconds
+ PhiAdjSO: : 1:02.90 minutes
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.82 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.75 seconds
+ Initialization: 0.50 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.76 seconds
+ Inner Loop: : InnerCG resNorm : 716250.7
+ Inner Loop: : Time needed for inner loop: 3:11.27 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 0 brauchte 1 = m innere Iterationen
+ Inner Loop: : 3:11.27 minutes
+ FWISO Subproblem: 2: d(3): Finished first / second inner loop ( 3, 1 steps )
+ *************************************
+ Residuumnorm 2: 716250.7
+
+ iteration: 3 PROBLEM Number: 3
+ FWISO problem 3: d(3)
+ shot: 3: Solving forward problem...
+ Initialization: 0.61 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 27.20 seconds
+ Assembling Linearized Operators
+ Assembling Linearized Operators
+ Done!
+ Done!
+ after NonlinearEvaluation 112102
+ Prä-Residuumnorm: 983717.18
+ Inner Loop: : FIRST ORDER Inner Loop with Abbruchkriterium Residuum zu erreichen 735411.9 und m_max 4
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.42 seconds
+ Initialization: 0.52 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.69 seconds
+ Inner Loop: : InnerCG resNorm : 870501.95
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.55 seconds
+ Initialization: 0.58 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.70 seconds
+ Inner Loop: : InnerCG resNorm : 791447.63
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.53 seconds
+ Initialization: 0.51 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.60 seconds
+ Inner Loop: : InnerCG resNorm : 711062.41
+ Inner Loop: : Time needed for inner loop: 3:09.14 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 1 brauchte 3 = m innere Iterationen
+ Inner Loop: : 3:09.14 minutes
+ Residuumnorm 1: 711062.41
+ ----- Intermezzo: Change Operators and Recalculate Residuum -----
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.91 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.81 seconds
+ Initialization: 0.52 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.94 seconds
+ Intermezzo Residuum: 711178.6
+ ----- Intermezzo Ende -----
+ Inner Loop: : PSI Inner Loop with Abbruchkriterium Residuum zu erreichen 784597.76 und m_max 3
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.02 seconds
+ PhiAdjSO: : Starting ImplicitMidpointRule (Order=2)
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.60 seconds
+ PhiAdjSO: : 1:02.87 minutes
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.90 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.22 seconds
+ Initialization: 0.52 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 32.12 seconds
+ Inner Loop: : InnerCG resNorm : 670423.34
+ Inner Loop: : Time needed for inner loop: 3:12.19 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 0 brauchte 1 = m innere Iterationen
+ Inner Loop: : 3:12.19 minutes
+ FWISO Subproblem: 3: d(3): Finished first / second inner loop ( 3, 1 steps )
+ *************************************
+ Residuumnorm 2: 670423.34
+
+ iteration: 3 PROBLEM Number: 4
+ FWISO problem 4: d(3)
+ shot: 4: Solving forward problem...
+ Initialization: 0.62 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 27.28 seconds
+ Assembling Linearized Operators
+ Assembling Linearized Operators
+ Done!
+ Done!
+ after NonlinearEvaluation 112313
+ Prä-Residuumnorm: 825238.72
+ Inner Loop: : FIRST ORDER Inner Loop with Abbruchkriterium Residuum zu erreichen 602877.46 und m_max 4
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.58 seconds
+ Initialization: 0.52 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.73 seconds
+ Inner Loop: : InnerCG resNorm : 744656.76
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.65 seconds
+ Initialization: 0.51 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.57 seconds
+ Inner Loop: : InnerCG resNorm : 673590.1
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.60 seconds
+ Initialization: 0.50 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.56 seconds
+ Inner Loop: : InnerCG resNorm : 615253.46
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.59 seconds
+ Initialization: 0.52 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.80 seconds
+ Inner Loop: : InnerCG resNorm : 572968.82
+ Inner Loop: : Time needed for inner loop: 4:12.68 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 1 brauchte 4 = m innere Iterationen
+ Inner Loop: : 4:12.68 minutes
+ Residuumnorm 1: 572968.82
+ ----- Intermezzo: Change Operators and Recalculate Residuum -----
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.85 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.85 seconds
+ Initialization: 0.51 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.93 seconds
+ Intermezzo Residuum: 573009.35
+ ----- Intermezzo Ende -----
+ Inner Loop: : PSI Inner Loop with Abbruchkriterium Residuum zu erreichen 644139.4 und m_max 3
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.91 seconds
+ PhiAdjSO: : Starting ImplicitMidpointRule (Order=2)
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.64 seconds
+ PhiAdjSO: : 1:02.69 minutes
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.71 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.81 seconds
+ Initialization: 0.50 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.84 seconds
+ Inner Loop: : InnerCG resNorm : 547603.8
+ Inner Loop: : Time needed for inner loop: 3:11.04 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 0 brauchte 1 = m innere Iterationen
+ Inner Loop: : 3:11.04 minutes
+ FWISO Subproblem: 4: d(3): Finished first / second inner loop ( 4, 1 steps )
+ *************************************
+ Residuumnorm 2: 547603.8
+
+ iteration: 3 PROBLEM Number: 5
+ FWISO problem 5: d(3)
+ shot: 5: Solving forward problem...
+ Initialization: 0.60 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 27.16 seconds
+ Assembling Linearized Operators
+ Assembling Linearized Operators
+ Done!
+ Done!
+ after NonlinearEvaluation 112347
+ Prä-Residuumnorm: 725433.9
+ Inner Loop: : FIRST ORDER Inner Loop with Abbruchkriterium Residuum zu erreichen 549295.63 und m_max 4
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.22 seconds
+ Initialization: 0.53 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.36 seconds
+ Inner Loop: : InnerCG resNorm : 675880.04
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.45 seconds
+ Initialization: 0.52 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.66 seconds
+ Inner Loop: : InnerCG resNorm : 601550.51
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.43 seconds
+ Initialization: 0.50 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.59 seconds
+ Inner Loop: : InnerCG resNorm : 527146.81
+ Inner Loop: : Time needed for inner loop: 3:08.43 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 1 brauchte 3 = m innere Iterationen
+ Inner Loop: : 3:08.43 minutes
+ Residuumnorm 1: 527146.81
+ ----- Intermezzo: Change Operators and Recalculate Residuum -----
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.82 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.68 seconds
+ Initialization: 0.52 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.78 seconds
+ Intermezzo Residuum: 527029.61
+ ----- Intermezzo Ende -----
+ Inner Loop: : PSI Inner Loop with Abbruchkriterium Residuum zu erreichen 585567.32 und m_max 3
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.98 seconds
+ PhiAdjSO: : Starting ImplicitMidpointRule (Order=2)
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.61 seconds
+ PhiAdjSO: : 1:02.83 minutes
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.72 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.70 seconds
+ Initialization: 0.52 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.97 seconds
+ Inner Loop: : InnerCG resNorm : 493144.27
+ Inner Loop: : Time needed for inner loop: 3:11.34 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 0 brauchte 1 = m innere Iterationen
+ Inner Loop: : 3:11.34 minutes
+ FWISO Subproblem: 5: d(3): Finished first / second inner loop ( 3, 1 steps )
+ *************************************
+ Residuumnorm 2: 493144.27
+
+
+ Iteration Main Looop Counting Variable iter: 4
+
+ iteration: 4 PROBLEM Number: 0
+ FWISO problem 0: d(4)
+ shot: 0: Solving forward problem...
+ Initialization: 0.61 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 27.22 seconds
+ Assembling Linearized Operators
+ Assembling Linearized Operators
+ Done!
+ Done!
+ after NonlinearEvaluation 112353
+ Prä-Residuumnorm: 731349.55
+ Inner Loop: : FIRST ORDER Inner Loop with Abbruchkriterium Residuum zu erreichen 592614.56 und m_max 5
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.40 seconds
+ Initialization: 0.50 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.45 seconds
+ Inner Loop: : InnerCG resNorm : 664535.06
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.71 seconds
+ Initialization: 0.52 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.52 seconds
+ Inner Loop: : InnerCG resNorm : 560732.48
+ Inner Loop: : Time needed for inner loop: 2:05.88 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 1 brauchte 2 = m innere Iterationen
+ Inner Loop: : 2:05.88 minutes
+ Residuumnorm 1: 560732.48
+ ----- Intermezzo: Change Operators and Recalculate Residuum -----
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.57 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.52 seconds
+ Initialization: 0.53 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.82 seconds
+ Intermezzo Residuum: 560755.23
+ ----- Intermezzo Ende -----
+ Inner Loop: : PSI Inner Loop with Abbruchkriterium Residuum zu erreichen 503833.09 und m_max 3
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.77 seconds
+ PhiAdjSO: : Starting ImplicitMidpointRule (Order=2)
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.51 seconds
+ PhiAdjSO: : 1:02.78 minutes
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.65 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.00 seconds
+ Initialization: 0.51 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.82 seconds
+ Inner Loop: : InnerCG resNorm : 520575.67
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.76 seconds
+ PhiAdjSO: : Starting ImplicitMidpointRule (Order=2)
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.56 seconds
+ PhiAdjSO: : 1:02.85 minutes
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.65 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.91 seconds
+ Initialization: 0.48 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 32.03 seconds
+ Inner Loop: : InnerCG resNorm : 499902.39
+ Inner Loop: : Time needed for inner loop: 6:22.34 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 0 brauchte 2 = m innere Iterationen
+ Inner Loop: : 6:22.34 minutes
+ FWISO Subproblem: 0: d(4): Finished first / second inner loop ( 2, 2 steps )
+ *************************************
+ Residuumnorm 2: 499902.39
+
+ iteration: 4 PROBLEM Number: 1
+ FWISO problem 1: d(4)
+ shot: 1: Solving forward problem...
+ Initialization: 0.60 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 27.37 seconds
+ Assembling Linearized Operators
+ Assembling Linearized Operators
+ Done!
+ Done!
+ after NonlinearEvaluation 112464
+ Prä-Residuumnorm: 754686.86
+ Inner Loop: : FIRST ORDER Inner Loop with Abbruchkriterium Residuum zu erreichen 602999.82 und m_max 5
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.35 seconds
+ Initialization: 0.50 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.62 seconds
+ Inner Loop: : InnerCG resNorm : 667114.7
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.45 seconds
+ Initialization: 0.50 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.47 seconds
+ Inner Loop: : InnerCG resNorm : 594031.64
+ Inner Loop: : Time needed for inner loop: 2:05.73 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 1 brauchte 2 = m innere Iterationen
+ Inner Loop: : 2:05.73 minutes
+ Residuumnorm 1: 594031.64
+ ----- Intermezzo: Change Operators and Recalculate Residuum -----
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.73 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.74 seconds
+ Initialization: 0.50 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.88 seconds
+ Intermezzo Residuum: 594023.65
+ ----- Intermezzo Ende -----
+ Inner Loop: : PSI Inner Loop with Abbruchkriterium Residuum zu erreichen 508401.58 und m_max 3
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.05 seconds
+ PhiAdjSO: : Starting ImplicitMidpointRule (Order=2)
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.52 seconds
+ PhiAdjSO: : 1:02.76 minutes
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.73 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.84 seconds
+ Initialization: 0.52 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 32.09 seconds
+ Inner Loop: : InnerCG resNorm : 562039.03
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.90 seconds
+ PhiAdjSO: : Starting ImplicitMidpointRule (Order=2)
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.58 seconds
+ PhiAdjSO: : 1:02.85 minutes
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.80 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.63 seconds
+ Initialization: 0.51 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.98 seconds
+ Inner Loop: : InnerCG resNorm : 528071.28
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.71 seconds
+ PhiAdjSO: : Starting ImplicitMidpointRule (Order=2)
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.66 seconds
+ PhiAdjSO: : 1:02.94 minutes
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.63 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.69 seconds
+ Initialization: 0.50 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.87 seconds
+ Inner Loop: : InnerCG resNorm : 459287.58
+ Inner Loop: : Time needed for inner loop: 9:33.77 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 0 brauchte 3 = m innere Iterationen
+ Inner Loop: : 9:33.77 minutes
+ FWISO Subproblem: 1: d(4): Finished first / second inner loop ( 2, 3 steps )
+ *************************************
+ Residuumnorm 2: 459287.58
+
+ iteration: 4 PROBLEM Number: 2
+ FWISO problem 2: d(4)
+ shot: 2: Solving forward problem...
+ Initialization: 0.60 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 27.19 seconds
+ Assembling Linearized Operators
+ Assembling Linearized Operators
+ Done!
+ Done!
+ after NonlinearEvaluation 113906
+ Prä-Residuumnorm: 964502.76
+ Inner Loop: : FIRST ORDER Inner Loop with Abbruchkriterium Residuum zu erreichen 789357.86 und m_max 5
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.33 seconds
+ Initialization: 0.49 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.81 seconds
+ Inner Loop: : InnerCG resNorm : 840000.21
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.57 seconds
+ Initialization: 0.50 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.63 seconds
+ Inner Loop: : InnerCG resNorm : 770819.87
+ Inner Loop: : Time needed for inner loop: 2:06.18 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 1 brauchte 2 = m innere Iterationen
+ Inner Loop: : 2:06.18 minutes
+ Residuumnorm 1: 770819.87
+ ----- Intermezzo: Change Operators and Recalculate Residuum -----
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.85 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.68 seconds
+ Initialization: 0.53 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.82 seconds
+ Intermezzo Residuum: 770829.26
+ ----- Intermezzo Ende -----
+ Inner Loop: : PSI Inner Loop with Abbruchkriterium Residuum zu erreichen 675009.5 und m_max 3
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.75 seconds
+ PhiAdjSO: : Starting ImplicitMidpointRule (Order=2)
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.53 seconds
+ PhiAdjSO: : 1:02.79 minutes
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.69 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.77 seconds
+ Initialization: 0.51 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.80 seconds
+ Inner Loop: : InnerCG resNorm : 738450.06
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.64 seconds
+ PhiAdjSO: : Starting ImplicitMidpointRule (Order=2)
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.50 seconds
+ PhiAdjSO: : 1:02.78 minutes
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.56 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.85 seconds
+ Initialization: 0.53 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 32.00 seconds
+ Inner Loop: : InnerCG resNorm : 684431.68
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.54 seconds
+ PhiAdjSO: : Starting ImplicitMidpointRule (Order=2)
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.61 seconds
+ PhiAdjSO: : 1:02.99 minutes
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.69 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.76 seconds
+ Initialization: 0.50 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.83 seconds
+ Inner Loop: : InnerCG resNorm : 605577.03
+ Inner Loop: : Time needed for inner loop: 9:32.59 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 0 brauchte 3 = m innere Iterationen
+ Inner Loop: : 9:32.59 minutes
+ FWISO Subproblem: 2: d(4): Finished first / second inner loop ( 2, 3 steps )
+ *************************************
+ Residuumnorm 2: 605577.03
+
+ iteration: 4 PROBLEM Number: 3
+ FWISO problem 3: d(4)
+ shot: 3: Solving forward problem...
+ Initialization: 0.61 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 27.28 seconds
+ Assembling Linearized Operators
+ Assembling Linearized Operators
+ Done!
+ Done!
+ after NonlinearEvaluation 114989
+ Prä-Residuumnorm: 932409.54
+ Inner Loop: : FIRST ORDER Inner Loop with Abbruchkriterium Residuum zu erreichen 775506.58 und m_max 5
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.55 seconds
+ Initialization: 0.52 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.79 seconds
+ Inner Loop: : InnerCG resNorm : 817433.38
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.63 seconds
+ Initialization: 0.51 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.56 seconds
+ Inner Loop: : InnerCG resNorm : 753088.14
+ Inner Loop: : Time needed for inner loop: 2:06.32 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 1 brauchte 2 = m innere Iterationen
+ Inner Loop: : 2:06.32 minutes
+ Residuumnorm 1: 753088.14
+ ----- Intermezzo: Change Operators and Recalculate Residuum -----
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.95 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.77 seconds
+ Initialization: 0.54 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.83 seconds
+ Intermezzo Residuum: 753140.91
+ ----- Intermezzo Ende -----
+ Inner Loop: : PSI Inner Loop with Abbruchkriterium Residuum zu erreichen 669308.02 und m_max 3
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.61 seconds
+ PhiAdjSO: : Starting ImplicitMidpointRule (Order=2)
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.71 seconds
+ PhiAdjSO: : 1:02.81 minutes
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.82 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.79 seconds
+ Initialization: 0.52 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.97 seconds
+ Inner Loop: : InnerCG resNorm : 717633.9
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.87 seconds
+ PhiAdjSO: : Starting ImplicitMidpointRule (Order=2)
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.70 seconds
+ PhiAdjSO: : 1:03.12 minutes
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.77 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.65 seconds
+ Initialization: 0.51 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.89 seconds
+ Inner Loop: : InnerCG resNorm : 674454.35
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.72 seconds
+ PhiAdjSO: : Starting ImplicitMidpointRule (Order=2)
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.53 seconds
+ PhiAdjSO: : 1:02.68 minutes
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.61 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.79 seconds
+ Initialization: 0.53 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.90 seconds
+ Inner Loop: : InnerCG resNorm : 588741.13
+ Inner Loop: : Time needed for inner loop: 9:33.30 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 0 brauchte 3 = m innere Iterationen
+ Inner Loop: : 9:33.30 minutes
+ FWISO Subproblem: 3: d(4): Finished first / second inner loop ( 2, 3 steps )
+ *************************************
+ Residuumnorm 2: 588741.13
+
+ iteration: 4 PROBLEM Number: 4
+ FWISO problem 4: d(4)
+ shot: 4: Solving forward problem...
+ Initialization: 0.61 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 27.29 seconds
+ Assembling Linearized Operators
+ Assembling Linearized Operators
+ Done!
+ Done!
+ after NonlinearEvaluation 116237
+ Prä-Residuumnorm: 751102.95
+ Inner Loop: : FIRST ORDER Inner Loop with Abbruchkriterium Residuum zu erreichen 649910.3 und m_max 6
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.40 seconds
+ Initialization: 0.52 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.76 seconds
+ Inner Loop: : InnerCG resNorm : 677239.7
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.53 seconds
+ Initialization: 0.57 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.64 seconds
+ Inner Loop: : InnerCG resNorm : 615401.83
+ Inner Loop: : Time needed for inner loop: 2:06.01 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 1 brauchte 2 = m innere Iterationen
+ Inner Loop: : 2:06.01 minutes
+ Residuumnorm 1: 615401.83
+ ----- Intermezzo: Change Operators and Recalculate Residuum -----
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.87 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.82 seconds
+ Initialization: 0.48 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.88 seconds
+ Intermezzo Residuum: 615385.44
+ ----- Intermezzo Ende -----
+ Inner Loop: : PSI Inner Loop with Abbruchkriterium Residuum zu erreichen 527645.51 und m_max 3
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.93 seconds
+ PhiAdjSO: : Starting ImplicitMidpointRule (Order=2)
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.83 seconds
+ PhiAdjSO: : 1:03.17 minutes
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.97 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.94 seconds
+ Initialization: 0.52 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 32.10 seconds
+ Inner Loop: : InnerCG resNorm : 586179.54
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.14 seconds
+ PhiAdjSO: : Starting ImplicitMidpointRule (Order=2)
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.64 seconds
+ PhiAdjSO: : 1:03.08 minutes
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.85 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.69 seconds
+ Initialization: 0.51 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 32.04 seconds
+ Inner Loop: : InnerCG resNorm : 559176.13
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.97 seconds
+ PhiAdjSO: : Starting ImplicitMidpointRule (Order=2)
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.36 seconds
+ PhiAdjSO: : 1:02.77 minutes
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.66 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.74 seconds
+ Initialization: 0.51 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.89 seconds
+ Inner Loop: : InnerCG resNorm : 510312.67
+ Inner Loop: : Time needed for inner loop: 9:35.21 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 0 brauchte 3 = m innere Iterationen
+ Inner Loop: : 9:35.21 minutes
+ FWISO Subproblem: 4: d(4): Finished first / second inner loop ( 2, 3 steps )
+ *************************************
+ Residuumnorm 2: 510312.67
+
+ iteration: 4 PROBLEM Number: 5
+ FWISO problem 5: d(4)
+ shot: 5: Solving forward problem...
+ Initialization: 0.61 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 27.20 seconds
+ Assembling Linearized Operators
+ Assembling Linearized Operators
+ Done!
+ Done!
+ after NonlinearEvaluation 116285
+ Prä-Residuumnorm: 623748.27
+ Inner Loop: : FIRST ORDER Inner Loop with Abbruchkriterium Residuum zu erreichen 522782.54 und m_max 5
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.38 seconds
+ Initialization: 0.45 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.75 seconds
+ Inner Loop: : InnerCG resNorm : 592357.11
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.54 seconds
+ Initialization: 0.49 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.78 seconds
+ Inner Loop: : InnerCG resNorm : 519274.8
+ Inner Loop: : Time needed for inner loop: 2:06.22 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 1 brauchte 2 = m innere Iterationen
+ Inner Loop: : 2:06.22 minutes
+ Residuumnorm 1: 519274.8
+ ----- Intermezzo: Change Operators and Recalculate Residuum -----
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.79 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.71 seconds
+ Initialization: 0.50 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.68 seconds
+ Intermezzo Residuum: 519270.13
+ ----- Intermezzo Ende -----
+ Inner Loop: : PSI Inner Loop with Abbruchkriterium Residuum zu erreichen 453138.38 und m_max 3
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.75 seconds
+ PhiAdjSO: : Starting ImplicitMidpointRule (Order=2)
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.50 seconds
+ PhiAdjSO: : 1:02.87 minutes
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.79 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.80 seconds
+ Initialization: 0.47 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.98 seconds
+ Inner Loop: : InnerCG resNorm : 488091.85
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.83 seconds
+ PhiAdjSO: : Starting ImplicitMidpointRule (Order=2)
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.70 seconds
+ PhiAdjSO: : 1:03.16 minutes
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.72 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.01 seconds
+ Initialization: 0.50 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.94 seconds
+ Inner Loop: : InnerCG resNorm : 472477.7
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.67 seconds
+ PhiAdjSO: : Starting ImplicitMidpointRule (Order=2)
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.51 seconds
+ PhiAdjSO: : 1:02.71 minutes
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.78 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.75 seconds
+ Initialization: 0.50 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 32.07 seconds
+ Inner Loop: : InnerCG resNorm : 432604.06
+ Inner Loop: : Time needed for inner loop: 9:34.21 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 0 brauchte 3 = m innere Iterationen
+ Inner Loop: : 9:34.21 minutes
+ FWISO Subproblem: 5: d(4): Finished first / second inner loop ( 2, 3 steps )
+ *************************************
+ Residuumnorm 2: 432604.06
+
+
+ Iteration Main Looop Counting Variable iter: 5
+
+ iteration: 5 PROBLEM Number: 0
+ FWISO problem 0: d(5)
+ shot: 0: Solving forward problem...
+ Initialization: 0.61 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 27.35 seconds
+ Assembling Linearized Operators
+ Assembling Linearized Operators
+ Done!
+ Done!
+ after NonlinearEvaluation 116452
+ Prä-Residuumnorm: 669310.88
+ Inner Loop: : FIRST ORDER Inner Loop with Abbruchkriterium Residuum zu erreichen 488110 und m_max 5
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.50 seconds
+ Initialization: 0.51 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.77 seconds
+ Inner Loop: : InnerCG resNorm : 587051.62
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.55 seconds
+ Initialization: 0.53 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.81 seconds
+ Inner Loop: : InnerCG resNorm : 527720.44
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.52 seconds
+ Initialization: 0.50 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.59 seconds
+ Inner Loop: : InnerCG resNorm : 469887.03
+ Inner Loop: : Time needed for inner loop: 3:09.38 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 1 brauchte 3 = m innere Iterationen
+ Inner Loop: : 3:09.38 minutes
+ Residuumnorm 1: 469887.03
+ ----- Intermezzo: Change Operators and Recalculate Residuum -----
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.56 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.54 seconds
+ Initialization: 0.51 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.81 seconds
+ Intermezzo Residuum: 469872.87
+ ----- Intermezzo Ende -----
+ Inner Loop: : PSI Inner Loop with Abbruchkriterium Residuum zu erreichen 565202.49 und m_max 3
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.89 seconds
+ PhiAdjSO: : Starting ImplicitMidpointRule (Order=2)
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.63 seconds
+ PhiAdjSO: : 1:02.85 minutes
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.58 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.72 seconds
+ Initialization: 0.52 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.82 seconds
+ Inner Loop: : InnerCG resNorm : 448045.2
+ Inner Loop: : Time needed for inner loop: 3:10.94 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 0 brauchte 1 = m innere Iterationen
+ Inner Loop: : 3:10.94 minutes
+ FWISO Subproblem: 0: d(5): Finished first / second inner loop ( 3, 1 steps )
+ *************************************
+ Residuumnorm 2: 448045.2
+
+ iteration: 5 PROBLEM Number: 1
+ FWISO problem 1: d(5)
+ shot: 1: Solving forward problem...
+ Initialization: 0.61 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 27.28 seconds
+ Assembling Linearized Operators
+ Assembling Linearized Operators
+ Done!
+ Done!
+ after NonlinearEvaluation 116463
+ Prä-Residuumnorm: 704104.55
+ Inner Loop: : FIRST ORDER Inner Loop with Abbruchkriterium Residuum zu erreichen 506325.8 und m_max 5
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.42 seconds
+ Initialization: 0.49 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.70 seconds
+ Inner Loop: : InnerCG resNorm : 588879.66
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.48 seconds
+ Initialization: 0.51 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.57 seconds
+ Inner Loop: : InnerCG resNorm : 520440.01
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.50 seconds
+ Initialization: 0.50 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.58 seconds
+ Inner Loop: : InnerCG resNorm : 483934.71
+ Inner Loop: : Time needed for inner loop: 3:08.90 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 1 brauchte 3 = m innere Iterationen
+ Inner Loop: : 3:08.90 minutes
+ Residuumnorm 1: 483934.71
+ ----- Intermezzo: Change Operators and Recalculate Residuum -----
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.97 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.92 seconds
+ Initialization: 0.51 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 32.00 seconds
+ Intermezzo Residuum: 483927.66
+ ----- Intermezzo Ende -----
+ Inner Loop: : PSI Inner Loop with Abbruchkriterium Residuum zu erreichen 627511.82 und m_max 4
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.10 seconds
+ PhiAdjSO: : Starting ImplicitMidpointRule (Order=2)
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.56 seconds
+ PhiAdjSO: : 1:02.99 minutes
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.74 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.72 seconds
+ Initialization: 0.49 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 32.11 seconds
+ Inner Loop: : InnerCG resNorm : 464289.88
+ Inner Loop: : Time needed for inner loop: 3:11.73 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 0 brauchte 1 = m innere Iterationen
+ Inner Loop: : 3:11.73 minutes
+ FWISO Subproblem: 1: d(5): Finished first / second inner loop ( 3, 1 steps )
+ *************************************
+ Residuumnorm 2: 464289.88
+
+ iteration: 5 PROBLEM Number: 2
+ FWISO problem 2: d(5)
+ shot: 2: Solving forward problem...
+ Initialization: 0.61 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 27.37 seconds
+ Assembling Linearized Operators
+ Assembling Linearized Operators
+ Done!
+ Done!
+ after NonlinearEvaluation 116473
+ Prä-Residuumnorm: 856932.94
+ Inner Loop: : FIRST ORDER Inner Loop with Abbruchkriterium Residuum zu erreichen 631189.57 und m_max 5
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.48 seconds
+ Initialization: 0.52 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.77 seconds
+ Inner Loop: : InnerCG resNorm : 712618.7
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.55 seconds
+ Initialization: 0.51 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.62 seconds
+ Inner Loop: : InnerCG resNorm : 651252.95
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.61 seconds
+ Initialization: 0.50 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.73 seconds
+ Inner Loop: : InnerCG resNorm : 616582.72
+ Inner Loop: : Time needed for inner loop: 3:09.37 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 1 brauchte 3 = m innere Iterationen
+ Inner Loop: : 3:09.37 minutes
+ Residuumnorm 1: 616582.72
+ ----- Intermezzo: Change Operators and Recalculate Residuum -----
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.86 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.64 seconds
+ Initialization: 0.53 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.88 seconds
+ Intermezzo Residuum: 616621.07
+ ----- Intermezzo Ende -----
+ Inner Loop: : PSI Inner Loop with Abbruchkriterium Residuum zu erreichen 771197.47 und m_max 4
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.83 seconds
+ PhiAdjSO: : Starting ImplicitMidpointRule (Order=2)
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.73 seconds
+ PhiAdjSO: : 1:03.00 minutes
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.95 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.76 seconds
+ Initialization: 0.50 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.96 seconds
+ Inner Loop: : InnerCG resNorm : 594587.68
+ Inner Loop: : Time needed for inner loop: 3:11.58 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 0 brauchte 1 = m innere Iterationen
+ Inner Loop: : 3:11.58 minutes
+ FWISO Subproblem: 2: d(5): Finished first / second inner loop ( 3, 1 steps )
+ *************************************
+ Residuumnorm 2: 594587.68
+
+ iteration: 5 PROBLEM Number: 3
+ FWISO problem 3: d(5)
+ shot: 3: Solving forward problem...
+ Initialization: 0.61 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 27.31 seconds
+ Assembling Linearized Operators
+ Assembling Linearized Operators
+ Done!
+ Done!
+ after NonlinearEvaluation 116510
+ Prä-Residuumnorm: 797072.47
+ Inner Loop: : FIRST ORDER Inner Loop with Abbruchkriterium Residuum zu erreichen 596649.24 und m_max 5
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.46 seconds
+ Initialization: 0.50 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.84 seconds
+ Inner Loop: : InnerCG resNorm : 688894.6
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.58 seconds
+ Initialization: 0.52 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.63 seconds
+ Inner Loop: : InnerCG resNorm : 638217.86
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.56 seconds
+ Initialization: 0.49 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.62 seconds
+ Inner Loop: : InnerCG resNorm : 601750.32
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.55 seconds
+ Initialization: 0.50 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.54 seconds
+ Inner Loop: : InnerCG resNorm : 565978.02
+ Inner Loop: : Time needed for inner loop: 4:12.24 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 1 brauchte 4 = m innere Iterationen
+ Inner Loop: : 4:12.24 minutes
+ Residuumnorm 1: 565978.02
+ ----- Intermezzo: Change Operators and Recalculate Residuum -----
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.98 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.76 seconds
+ Initialization: 0.53 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.81 seconds
+ Intermezzo Residuum: 566019.61
+ ----- Intermezzo Ende -----
+ Inner Loop: : PSI Inner Loop with Abbruchkriterium Residuum zu erreichen 722101.48 und m_max 4
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.85 seconds
+ PhiAdjSO: : Starting ImplicitMidpointRule (Order=2)
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.49 seconds
+ PhiAdjSO: : 1:02.68 minutes
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.62 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.73 seconds
+ Initialization: 0.51 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.67 seconds
+ Inner Loop: : InnerCG resNorm : 545963.54
+ Inner Loop: : Time needed for inner loop: 3:10.68 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 0 brauchte 1 = m innere Iterationen
+ Inner Loop: : 3:10.68 minutes
+ FWISO Subproblem: 3: d(5): Finished first / second inner loop ( 4, 1 steps )
+ *************************************
+ Residuumnorm 2: 545963.54
+
+ iteration: 5 PROBLEM Number: 4
+ FWISO problem 4: d(5)
+ shot: 4: Solving forward problem...
+ Initialization: 0.61 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 27.25 seconds
+ Assembling Linearized Operators
+ Assembling Linearized Operators
+ Done!
+ Done!
+ after NonlinearEvaluation 116556
+ Prä-Residuumnorm: 623008.03
+ Inner Loop: : FIRST ORDER Inner Loop with Abbruchkriterium Residuum zu erreichen 485165.71 und m_max 6
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.33 seconds
+ Initialization: 0.52 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.69 seconds
+ Inner Loop: : InnerCG resNorm : 566670.22
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.39 seconds
+ Initialization: 0.51 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.60 seconds
+ Inner Loop: : InnerCG resNorm : 509654.91
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.48 seconds
+ Initialization: 0.51 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.35 seconds
+ Inner Loop: : InnerCG resNorm : 476528.5
+ Inner Loop: : Time needed for inner loop: 3:08.42 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 1 brauchte 3 = m innere Iterationen
+ Inner Loop: : 3:08.42 minutes
+ Residuumnorm 1: 476528.5
+ ----- Intermezzo: Change Operators and Recalculate Residuum -----
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.61 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.71 seconds
+ Initialization: 0.50 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.74 seconds
+ Intermezzo Residuum: 476532.36
+ ----- Intermezzo Ende -----
+ Inner Loop: : PSI Inner Loop with Abbruchkriterium Residuum zu erreichen 561225.21 und m_max 4
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.78 seconds
+ PhiAdjSO: : Starting ImplicitMidpointRule (Order=2)
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.52 seconds
+ PhiAdjSO: : 1:02.76 minutes
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.81 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.70 seconds
+ Initialization: 0.53 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.87 seconds
+ Inner Loop: : InnerCG resNorm : 462989.49
+ Inner Loop: : Time needed for inner loop: 3:11.07 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 0 brauchte 1 = m innere Iterationen
+ Inner Loop: : 3:11.07 minutes
+ FWISO Subproblem: 4: d(5): Finished first / second inner loop ( 3, 1 steps )
+ *************************************
+ Residuumnorm 2: 462989.49
+
+ iteration: 5 PROBLEM Number: 5
+ FWISO problem 5: d(5)
+ shot: 5: Solving forward problem...
+ Initialization: 0.61 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 27.29 seconds
+ Assembling Linearized Operators
+ Assembling Linearized Operators
+ Done!
+ Done!
+ after NonlinearEvaluation 116605
+ Prä-Residuumnorm: 559482.92
+ Inner Loop: : FIRST ORDER Inner Loop with Abbruchkriterium Residuum zu erreichen 422027.81 und m_max 5
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.40 seconds
+ Initialization: 0.50 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.50 seconds
+ Inner Loop: : InnerCG resNorm : 517959.75
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.51 seconds
+ Initialization: 0.53 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.59 seconds
+ Inner Loop: : InnerCG resNorm : 465239.18
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.47 seconds
+ Initialization: 0.48 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.65 seconds
+ Inner Loop: : InnerCG resNorm : 428854.23
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.48 seconds
+ Initialization: 0.47 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.45 seconds
+ Inner Loop: : InnerCG resNorm : 393883.46
+ Inner Loop: : Time needed for inner loop: 4:11.58 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 1 brauchte 4 = m innere Iterationen
+ Inner Loop: : 4:11.58 minutes
+ Residuumnorm 1: 393883.46
+ ----- Intermezzo: Change Operators and Recalculate Residuum -----
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.68 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.59 seconds
+ Initialization: 0.51 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.75 seconds
+ Intermezzo Residuum: 393851.07
+ ----- Intermezzo Ende -----
+ Inner Loop: : PSI Inner Loop with Abbruchkriterium Residuum zu erreichen 508472.33 und m_max 4
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.63 seconds
+ PhiAdjSO: : Starting ImplicitMidpointRule (Order=2)
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.61 seconds
+ PhiAdjSO: : 1:02.75 minutes
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.76 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.92 seconds
+ Initialization: 0.52 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.82 seconds
+ Inner Loop: : InnerCG resNorm : 377872.29
+ Inner Loop: : Time needed for inner loop: 3:10.96 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 0 brauchte 1 = m innere Iterationen
+ Inner Loop: : 3:10.96 minutes
+ FWISO Subproblem: 5: d(5): Finished first / second inner loop ( 4, 1 steps )
+ *************************************
+ Residuumnorm 2: 377872.29
+
+
+ Iteration Main Looop Counting Variable iter: 6
+
+ iteration: 6 PROBLEM Number: 0
+ FWISO problem 0: d(6)
+ shot: 0: Solving forward problem...
+ Initialization: 0.61 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 27.22 seconds
+ Assembling Linearized Operators
+ Assembling Linearized Operators
+ Done!
+ Done!
+ after NonlinearEvaluation 116708
+ Prä-Residuumnorm: 572036.23
+ Inner Loop: : FIRST ORDER Inner Loop with Abbruchkriterium Residuum zu erreichen 468792.27 und m_max 5
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.45 seconds
+ Initialization: 0.51 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.61 seconds
+ Inner Loop: : InnerCG resNorm : 532076.28
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.58 seconds
+ Initialization: 0.50 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.65 seconds
+ Inner Loop: : InnerCG resNorm : 475368.43
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.57 seconds
+ Initialization: 0.49 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.59 seconds
+ Inner Loop: : InnerCG resNorm : 433474.78
+ Inner Loop: : Time needed for inner loop: 3:09.08 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 1 brauchte 3 = m innere Iterationen
+ Inner Loop: : 3:09.08 minutes
+ Residuumnorm 1: 433474.78
+ ----- Intermezzo: Change Operators and Recalculate Residuum -----
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.62 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.58 seconds
+ Initialization: 0.51 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.90 seconds
+ Intermezzo Residuum: 433472.5
+ ----- Intermezzo Ende -----
+ Inner Loop: : PSI Inner Loop with Abbruchkriterium Residuum zu erreichen 434752.64 und m_max 3
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.92 seconds
+ PhiAdjSO: : Starting ImplicitMidpointRule (Order=2)
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.79 seconds
+ PhiAdjSO: : 1:03.06 minutes
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.76 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.78 seconds
+ Initialization: 0.51 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 32.07 seconds
+ Inner Loop: : InnerCG resNorm : 418684.92
+ Inner Loop: : Time needed for inner loop: 3:11.67 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 0 brauchte 1 = m innere Iterationen
+ Inner Loop: : 3:11.67 minutes
+ FWISO Subproblem: 0: d(6): Finished first / second inner loop ( 3, 1 steps )
+ *************************************
+ Residuumnorm 2: 418684.92
+
+ iteration: 6 PROBLEM Number: 1
+ FWISO problem 1: d(6)
+ shot: 1: Solving forward problem...
+ Initialization: 0.61 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 27.33 seconds
+ Assembling Linearized Operators
+ Assembling Linearized Operators
+ Done!
+ Done!
+ after NonlinearEvaluation 116755
+ Prä-Residuumnorm: 625060.96
+ Inner Loop: : FIRST ORDER Inner Loop with Abbruchkriterium Residuum zu erreichen 508010.37 und m_max 5
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.53 seconds
+ Initialization: 0.53 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.74 seconds
+ Inner Loop: : InnerCG resNorm : 543241.07
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.58 seconds
+ Initialization: 0.50 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.59 seconds
+ Inner Loop: : InnerCG resNorm : 489104.31
+ Inner Loop: : Time needed for inner loop: 2:06.20 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 1 brauchte 2 = m innere Iterationen
+ Inner Loop: : 2:06.20 minutes
+ Residuumnorm 1: 489104.31
+ ----- Intermezzo: Change Operators and Recalculate Residuum -----
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.84 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.77 seconds
+ Initialization: 0.52 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.99 seconds
+ Intermezzo Residuum: 489104.9
+ ----- Intermezzo Ende -----
+ Inner Loop: : PSI Inner Loop with Abbruchkriterium Residuum zu erreichen 501359.95 und m_max 4
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.80 seconds
+ PhiAdjSO: : Starting ImplicitMidpointRule (Order=2)
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.57 seconds
+ PhiAdjSO: : 1:02.66 minutes
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.60 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.61 seconds
+ Initialization: 0.50 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.84 seconds
+ Inner Loop: : InnerCG resNorm : 466567.91
+ Inner Loop: : Time needed for inner loop: 3:10.64 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 0 brauchte 1 = m innere Iterationen
+ Inner Loop: : 3:10.64 minutes
+ FWISO Subproblem: 1: d(6): Finished first / second inner loop ( 2, 1 steps )
+ *************************************
+ Residuumnorm 2: 466567.91
+
+ iteration: 6 PROBLEM Number: 2
+ FWISO problem 2: d(6)
+ shot: 2: Solving forward problem...
+ Initialization: 0.61 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 27.17 seconds
+ Assembling Linearized Operators
+ Assembling Linearized Operators
+ Done!
+ Done!
+ after NonlinearEvaluation 116844
+ Prä-Residuumnorm: 759066.12
+ Inner Loop: : FIRST ORDER Inner Loop with Abbruchkriterium Residuum zu erreichen 625758.03 und m_max 5
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.23 seconds
+ Initialization: 0.46 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.63 seconds
+ Inner Loop: : InnerCG resNorm : 655974.36
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.42 seconds
+ Initialization: 0.49 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.61 seconds
+ Inner Loop: : InnerCG resNorm : 612572.88
+ Inner Loop: : Time needed for inner loop: 2:05.67 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 1 brauchte 2 = m innere Iterationen
+ Inner Loop: : 2:05.67 minutes
+ Residuumnorm 1: 612572.88
+ ----- Intermezzo: Change Operators and Recalculate Residuum -----
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.65 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.53 seconds
+ Initialization: 0.50 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.71 seconds
+ Intermezzo Residuum: 612575.97
+ ----- Intermezzo Ende -----
+ Inner Loop: : PSI Inner Loop with Abbruchkriterium Residuum zu erreichen 614809.93 und m_max 4
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.82 seconds
+ PhiAdjSO: : Starting ImplicitMidpointRule (Order=2)
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.53 seconds
+ PhiAdjSO: : 1:02.82 minutes
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.69 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.80 seconds
+ Initialization: 0.50 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.86 seconds
+ Inner Loop: : InnerCG resNorm : 594441.88
+ Inner Loop: : Time needed for inner loop: 3:11.01 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 0 brauchte 1 = m innere Iterationen
+ Inner Loop: : 3:11.01 minutes
+ FWISO Subproblem: 2: d(6): Finished first / second inner loop ( 2, 1 steps )
+ *************************************
+ Residuumnorm 2: 594441.88
+
+ iteration: 6 PROBLEM Number: 3
+ FWISO problem 3: d(6)
+ shot: 3: Solving forward problem...
+ Initialization: 0.61 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 27.25 seconds
+ Assembling Linearized Operators
+ Assembling Linearized Operators
+ Done!
+ Done!
+ after NonlinearEvaluation 116936
+ Prä-Residuumnorm: 737593.76
+ Inner Loop: : FIRST ORDER Inner Loop with Abbruchkriterium Residuum zu erreichen 644860.09 und m_max 6
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.38 seconds
+ Initialization: 0.51 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.64 seconds
+ Inner Loop: : InnerCG resNorm : 653050.01
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.58 seconds
+ Initialization: 0.51 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.51 seconds
+ Inner Loop: : InnerCG resNorm : 604291.66
+ Inner Loop: : Time needed for inner loop: 2:05.90 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 1 brauchte 2 = m innere Iterationen
+ Inner Loop: : 2:05.90 minutes
+ Residuumnorm 1: 604291.66
+ ----- Intermezzo: Change Operators and Recalculate Residuum -----
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.84 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.67 seconds
+ Initialization: 0.55 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.97 seconds
+ Intermezzo Residuum: 604312.77
+ ----- Intermezzo Ende -----
+ Inner Loop: : PSI Inner Loop with Abbruchkriterium Residuum zu erreichen 601395.5 und m_max 4
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.68 seconds
+ PhiAdjSO: : Starting ImplicitMidpointRule (Order=2)
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.79 seconds
+ PhiAdjSO: : 1:03.03 minutes
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.75 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.78 seconds
+ Initialization: 0.51 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.88 seconds
+ Inner Loop: : InnerCG resNorm : 581830.8
+ Inner Loop: : Time needed for inner loop: 3:11.26 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 0 brauchte 1 = m innere Iterationen
+ Inner Loop: : 3:11.26 minutes
+ FWISO Subproblem: 3: d(6): Finished first / second inner loop ( 2, 1 steps )
+ *************************************
+ Residuumnorm 2: 581830.8
+
+ iteration: 6 PROBLEM Number: 4
+ FWISO problem 4: d(6)
+ shot: 4: Solving forward problem...
+ Initialization: 0.61 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 27.34 seconds
+ Assembling Linearized Operators
+ Assembling Linearized Operators
+ Done!
+ Done!
+ after NonlinearEvaluation 116943
+ Prä-Residuumnorm: 542982.89
+ Inner Loop: : FIRST ORDER Inner Loop with Abbruchkriterium Residuum zu erreichen 462891.87 und m_max 5
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.62 seconds
+ Initialization: 0.54 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.76 seconds
+ Inner Loop: : InnerCG resNorm : 500721.74
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.65 seconds
+ Initialization: 0.52 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.58 seconds
+ Inner Loop: : InnerCG resNorm : 469286.5
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.71 seconds
+ Initialization: 0.48 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.65 seconds
+ Inner Loop: : InnerCG resNorm : 448182.43
+ Inner Loop: : Time needed for inner loop: 3:09.62 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 1 brauchte 3 = m innere Iterationen
+ Inner Loop: : 3:09.62 minutes
+ Residuumnorm 1: 448182.43
+ ----- Intermezzo: Change Operators and Recalculate Residuum -----
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.85 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.79 seconds
+ Initialization: 0.51 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.88 seconds
+ Intermezzo Residuum: 448177.5
+ ----- Intermezzo Ende -----
+ Inner Loop: : PSI Inner Loop with Abbruchkriterium Residuum zu erreichen 440222.44 und m_max 4
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.85 seconds
+ PhiAdjSO: : Starting ImplicitMidpointRule (Order=2)
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.70 seconds
+ PhiAdjSO: : 1:03.00 minutes
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.88 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.98 seconds
+ Initialization: 0.54 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 32.11 seconds
+ Inner Loop: : InnerCG resNorm : 436846.39
+ Inner Loop: : Time needed for inner loop: 3:11.84 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 0 brauchte 1 = m innere Iterationen
+ Inner Loop: : 3:11.84 minutes
+ FWISO Subproblem: 4: d(6): Finished first / second inner loop ( 3, 1 steps )
+ *************************************
+ Residuumnorm 2: 436846.39
+
+ iteration: 6 PROBLEM Number: 5
+ FWISO problem 5: d(6)
+ shot: 5: Solving forward problem...
+ Initialization: 0.61 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 27.32 seconds
+ Assembling Linearized Operators
+ Assembling Linearized Operators
+ Done!
+ Done!
+ after NonlinearEvaluation 116979
+ Prä-Residuumnorm: 463257.3
+ Inner Loop: : FIRST ORDER Inner Loop with Abbruchkriterium Residuum zu erreichen 406350.21 und m_max 6
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.60 seconds
+ Initialization: 0.49 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.77 seconds
+ Inner Loop: : InnerCG resNorm : 430556.01
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.70 seconds
+ Initialization: 0.49 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.70 seconds
+ Inner Loop: : InnerCG resNorm : 399622.63
+ Inner Loop: : Time needed for inner loop: 2:06.55 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 1 brauchte 2 = m innere Iterationen
+ Inner Loop: : 2:06.55 minutes
+ Residuumnorm 1: 399622.63
+ ----- Intermezzo: Change Operators and Recalculate Residuum -----
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.67 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.64 seconds
+ Initialization: 0.51 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.93 seconds
+ Intermezzo Residuum: 399637.8
+ ----- Intermezzo Ende -----
+ Inner Loop: : PSI Inner Loop with Abbruchkriterium Residuum zu erreichen 378918.03 und m_max 4
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.76 seconds
+ PhiAdjSO: : Starting ImplicitMidpointRule (Order=2)
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.66 seconds
+ PhiAdjSO: : 1:03.08 minutes
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.71 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.95 seconds
+ Initialization: 0.52 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.91 seconds
+ Inner Loop: : InnerCG resNorm : 385343.17
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.86 seconds
+ PhiAdjSO: : Starting ImplicitMidpointRule (Order=2)
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.75 seconds
+ PhiAdjSO: : 1:03.10 minutes
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.61 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.83 seconds
+ Initialization: 0.51 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.85 seconds
+ Inner Loop: : InnerCG resNorm : 370292.1
+ Inner Loop: : Time needed for inner loop: 6:22.74 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 0 brauchte 2 = m innere Iterationen
+ Inner Loop: : 6:22.74 minutes
+ FWISO Subproblem: 5: d(6): Finished first / second inner loop ( 2, 2 steps )
+ *************************************
+ Residuumnorm 2: 370292.1
+
+
+ Iteration Main Looop Counting Variable iter: 7
+
+ iteration: 7 PROBLEM Number: 0
+ FWISO problem 0: d(7)
+ shot: 0: Solving forward problem...
+ Initialization: 0.61 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 27.30 seconds
+ Assembling Linearized Operators
+ Assembling Linearized Operators
+ Done!
+ Done!
+ after NonlinearEvaluation 117090
+ Prä-Residuumnorm: 478426.34
+ Inner Loop: : FIRST ORDER Inner Loop with Abbruchkriterium Residuum zu erreichen 352869.8 und m_max 6
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.42 seconds
+ Initialization: 0.50 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.76 seconds
+ Inner Loop: : InnerCG resNorm : 447436.73
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.57 seconds
+ Initialization: 0.51 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.66 seconds
+ Inner Loop: : InnerCG resNorm : 407791.57
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.64 seconds
+ Initialization: 0.53 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.71 seconds
+ Inner Loop: : InnerCG resNorm : 386089.74
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.62 seconds
+ Initialization: 0.51 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.66 seconds
+ Inner Loop: : InnerCG resNorm : 359777.28
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.60 seconds
+ Initialization: 0.51 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.71 seconds
+ Inner Loop: : InnerCG resNorm : 335508.9
+ Inner Loop: : Time needed for inner loop: 5:15.80 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 1 brauchte 5 = m innere Iterationen
+ Inner Loop: : 5:15.80 minutes
+ Residuumnorm 1: 335508.9
+ ----- Intermezzo: Change Operators and Recalculate Residuum -----
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.90 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.65 seconds
+ Initialization: 0.50 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.99 seconds
+ Intermezzo Residuum: 335505.24
+ ----- Intermezzo Ende -----
+ Inner Loop: : PSI Inner Loop with Abbruchkriterium Residuum zu erreichen 327247.46 und m_max 2
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.04 seconds
+ PhiAdjSO: : Starting ImplicitMidpointRule (Order=2)
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.79 seconds
+ PhiAdjSO: : 1:03.02 minutes
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.64 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.68 seconds
+ Initialization: 0.52 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 32.04 seconds
+ Inner Loop: : InnerCG resNorm : 324395.81
+ Inner Loop: : Time needed for inner loop: 3:11.48 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 0 brauchte 1 = m innere Iterationen
+ Inner Loop: : 3:11.48 minutes
+ FWISO Subproblem: 0: d(7): Finished first / second inner loop ( 5, 1 steps )
+ *************************************
+ Residuumnorm 2: 324395.81
+
+ iteration: 7 PROBLEM Number: 1
+ FWISO problem 1: d(7)
+ shot: 1: Solving forward problem...
+ Initialization: 0.60 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 27.23 seconds
+ Assembling Linearized Operators
+ Assembling Linearized Operators
+ Done!
+ Done!
+ after NonlinearEvaluation 117111
+ Prä-Residuumnorm: 579000.3
+ Inner Loop: : FIRST ORDER Inner Loop with Abbruchkriterium Residuum zu erreichen 423517.64 und m_max 5
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.42 seconds
+ Initialization: 0.50 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.69 seconds
+ Inner Loop: : InnerCG resNorm : 519304.5
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.62 seconds
+ Initialization: 0.50 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.69 seconds
+ Inner Loop: : InnerCG resNorm : 467039.96
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.62 seconds
+ Initialization: 0.53 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.67 seconds
+ Inner Loop: : InnerCG resNorm : 430258.94
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.55 seconds
+ Initialization: 0.53 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.66 seconds
+ Inner Loop: : InnerCG resNorm : 385948.41
+ Inner Loop: : Time needed for inner loop: 4:12.42 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 1 brauchte 4 = m innere Iterationen
+ Inner Loop: : 4:12.42 minutes
+ Residuumnorm 1: 385948.41
+ ----- Intermezzo: Change Operators and Recalculate Residuum -----
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.80 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.62 seconds
+ Initialization: 0.50 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.85 seconds
+ Intermezzo Residuum: 385926.8
+ ----- Intermezzo Ende -----
+ Inner Loop: : PSI Inner Loop with Abbruchkriterium Residuum zu erreichen 417973.32 und m_max 2
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.77 seconds
+ PhiAdjSO: : Starting ImplicitMidpointRule (Order=2)
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.84 seconds
+ PhiAdjSO: : 1:02.92 minutes
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.69 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.73 seconds
+ Initialization: 0.52 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.92 seconds
+ Inner Loop: : InnerCG resNorm : 368171.63
+ Inner Loop: : Time needed for inner loop: 3:11.16 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 0 brauchte 1 = m innere Iterationen
+ Inner Loop: : 3:11.16 minutes
+ FWISO Subproblem: 1: d(7): Finished first / second inner loop ( 4, 1 steps )
+ *************************************
+ Residuumnorm 2: 368171.63
+
+ iteration: 7 PROBLEM Number: 2
+ FWISO problem 2: d(7)
+ shot: 2: Solving forward problem...
+ Initialization: 0.60 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 27.26 seconds
+ Assembling Linearized Operators
+ Assembling Linearized Operators
+ Done!
+ Done!
+ after NonlinearEvaluation 117158
+ Prä-Residuumnorm: 779732.98
+ Inner Loop: : FIRST ORDER Inner Loop with Abbruchkriterium Residuum zu erreichen 578515.81 und m_max 5
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.37 seconds
+ Initialization: 0.49 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.52 seconds
+ Inner Loop: : InnerCG resNorm : 686345.81
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.50 seconds
+ Initialization: 0.51 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.75 seconds
+ Inner Loop: : InnerCG resNorm : 628880.89
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.54 seconds
+ Initialization: 0.56 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.68 seconds
+ Inner Loop: : InnerCG resNorm : 596528.67
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.48 seconds
+ Initialization: 0.52 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.79 seconds
+ Inner Loop: : InnerCG resNorm : 544221.23
+ Inner Loop: : Time needed for inner loop: 4:12.09 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 1 brauchte 4 = m innere Iterationen
+ Inner Loop: : 4:12.09 minutes
+ Residuumnorm 1: 544221.23
+ ----- Intermezzo: Change Operators and Recalculate Residuum -----
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.73 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.71 seconds
+ Initialization: 0.49 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 32.08 seconds
+ Intermezzo Residuum: 544278.25
+ ----- Intermezzo Ende -----
+ Inner Loop: : PSI Inner Loop with Abbruchkriterium Residuum zu erreichen 568394.25 und m_max 2
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.79 seconds
+ PhiAdjSO: : Starting ImplicitMidpointRule (Order=2)
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.67 seconds
+ PhiAdjSO: : 1:02.68 minutes
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.78 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.76 seconds
+ Initialization: 0.50 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.84 seconds
+ Inner Loop: : InnerCG resNorm : 522436.55
+ Inner Loop: : Time needed for inner loop: 3:10.99 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 0 brauchte 1 = m innere Iterationen
+ Inner Loop: : 3:10.99 minutes
+ FWISO Subproblem: 2: d(7): Finished first / second inner loop ( 4, 1 steps )
+ *************************************
+ Residuumnorm 2: 522436.55
+
+ iteration: 7 PROBLEM Number: 3
+ FWISO problem 3: d(7)
+ shot: 3: Solving forward problem...
+ Initialization: 0.61 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 27.19 seconds
+ Assembling Linearized Operators
+ Assembling Linearized Operators
+ Done!
+ Done!
+ after NonlinearEvaluation 117204
+ Prä-Residuumnorm: 728076.33
+ Inner Loop: : FIRST ORDER Inner Loop with Abbruchkriterium Residuum zu erreichen 572885.3 und m_max 6
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.28 seconds
+ Initialization: 0.50 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.70 seconds
+ Inner Loop: : InnerCG resNorm : 642471
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.43 seconds
+ Initialization: 0.50 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.51 seconds
+ Inner Loop: : InnerCG resNorm : 602626.68
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.42 seconds
+ Initialization: 0.51 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.48 seconds
+ Inner Loop: : InnerCG resNorm : 564355.7
+ Inner Loop: : Time needed for inner loop: 3:08.47 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 1 brauchte 3 = m innere Iterationen
+ Inner Loop: : 3:08.47 minutes
+ Residuumnorm 1: 564355.7
+ ----- Intermezzo: Change Operators and Recalculate Residuum -----
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.64 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.68 seconds
+ Initialization: 0.51 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.99 seconds
+ Intermezzo Residuum: 564395.39
+ ----- Intermezzo Ende -----
+ Inner Loop: : PSI Inner Loop with Abbruchkriterium Residuum zu erreichen 534271.93 und m_max 2
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.85 seconds
+ PhiAdjSO: : Starting ImplicitMidpointRule (Order=2)
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.67 seconds
+ PhiAdjSO: : 1:02.99 minutes
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.76 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.84 seconds
+ Initialization: 0.51 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 32.05 seconds
+ Inner Loop: : InnerCG resNorm : 544506.23
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.87 seconds
+ PhiAdjSO: : Starting ImplicitMidpointRule (Order=2)
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.78 seconds
+ PhiAdjSO: : 1:03.24 minutes
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.72 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.66 seconds
+ Initialization: 0.51 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.86 seconds
+ Inner Loop: : InnerCG resNorm : 524747.44
+ Inner Loop: : Time needed for inner loop: 6:23.01 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 0 brauchte 2 = m innere Iterationen
+ Inner Loop: : 6:23.01 minutes
+ FWISO Subproblem: 3: d(7): Finished first / second inner loop ( 3, 2 steps )
+ *************************************
+ Residuumnorm 2: 524747.44
+
+ iteration: 7 PROBLEM Number: 4
+ FWISO problem 4: d(7)
+ shot: 4: Solving forward problem...
+ Initialization: 0.61 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 27.29 seconds
+ Assembling Linearized Operators
+ Assembling Linearized Operators
+ Done!
+ Done!
+ after NonlinearEvaluation 117250
+ Prä-Residuumnorm: 526517.15
+ Inner Loop: : FIRST ORDER Inner Loop with Abbruchkriterium Residuum zu erreichen 403969.38 und m_max 6
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.32 seconds
+ Initialization: 0.49 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.73 seconds
+ Inner Loop: : InnerCG resNorm : 481855.66
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.47 seconds
+ Initialization: 0.52 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.54 seconds
+ Inner Loop: : InnerCG resNorm : 455103.72
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.45 seconds
+ Initialization: 0.53 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.69 seconds
+ Inner Loop: : InnerCG resNorm : 432901.51
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.48 seconds
+ Initialization: 0.51 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.54 seconds
+ Inner Loop: : InnerCG resNorm : 405812.28
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.45 seconds
+ Initialization: 0.51 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.59 seconds
+ Inner Loop: : InnerCG resNorm : 388405.8
+ Inner Loop: : Time needed for inner loop: 5:14.63 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 1 brauchte 5 = m innere Iterationen
+ Inner Loop: : 5:14.63 minutes
+ Residuumnorm 1: 388405.8
+ ----- Intermezzo: Change Operators and Recalculate Residuum -----
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.77 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.59 seconds
+ Initialization: 0.51 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.97 seconds
+ Intermezzo Residuum: 388410.17
+ ----- Intermezzo Ende -----
+ Inner Loop: : PSI Inner Loop with Abbruchkriterium Residuum zu erreichen 384185.58 und m_max 2
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.94 seconds
+ PhiAdjSO: : Starting ImplicitMidpointRule (Order=2)
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.50 seconds
+ PhiAdjSO: : 1:02.78 minutes
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.70 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.75 seconds
+ Initialization: 0.51 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.96 seconds
+ Inner Loop: : InnerCG resNorm : 377334.85
+ Inner Loop: : Time needed for inner loop: 3:11.18 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 0 brauchte 1 = m innere Iterationen
+ Inner Loop: : 3:11.18 minutes
+ FWISO Subproblem: 4: d(7): Finished first / second inner loop ( 5, 1 steps )
+ *************************************
+ Residuumnorm 2: 377334.85
+
+ iteration: 7 PROBLEM Number: 5
+ FWISO problem 5: d(7)
+ shot: 5: Solving forward problem...
+ Initialization: 0.61 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 27.19 seconds
+ Assembling Linearized Operators
+ Assembling Linearized Operators
+ Done!
+ Done!
+ after NonlinearEvaluation 117268
+ Prä-Residuumnorm: 470459.25
+ Inner Loop: : FIRST ORDER Inner Loop with Abbruchkriterium Residuum zu erreichen 371400.72 und m_max 6
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.40 seconds
+ Initialization: 0.48 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.54 seconds
+ Inner Loop: : InnerCG resNorm : 438896.52
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.60 seconds
+ Initialization: 0.50 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.70 seconds
+ Inner Loop: : InnerCG resNorm : 397705.41
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.57 seconds
+ Initialization: 0.52 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.82 seconds
+ Inner Loop: : InnerCG resNorm : 366216.12
+ Inner Loop: : Time needed for inner loop: 3:09.25 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 1 brauchte 3 = m innere Iterationen
+ Inner Loop: : 3:09.25 minutes
+ Residuumnorm 1: 366216.12
+ ----- Intermezzo: Change Operators and Recalculate Residuum -----
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.71 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.62 seconds
+ Initialization: 0.50 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.78 seconds
+ Intermezzo Residuum: 366196.07
+ ----- Intermezzo Ende -----
+ Inner Loop: : PSI Inner Loop with Abbruchkriterium Residuum zu erreichen 427634.03 und m_max 3
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.54 seconds
+ PhiAdjSO: : Starting ImplicitMidpointRule (Order=2)
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.54 seconds
+ PhiAdjSO: : 1:02.64 minutes
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.62 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.81 seconds
+ Initialization: 0.53 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.96 seconds
+ Inner Loop: : InnerCG resNorm : 351127.81
+ Inner Loop: : Time needed for inner loop: 3:10.73 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 0 brauchte 1 = m innere Iterationen
+ Inner Loop: : 3:10.73 minutes
+ FWISO Subproblem: 5: d(7): Finished first / second inner loop ( 3, 1 steps )
+ *************************************
+ Residuumnorm 2: 351127.81
+
+
+ Iteration Main Looop Counting Variable iter: 8
+
+ iteration: 8 PROBLEM Number: 0
+ FWISO problem 0: d(8)
+ shot: 0: Solving forward problem...
+ Initialization: 0.61 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 27.24 seconds
+ Assembling Linearized Operators
+ Assembling Linearized Operators
+ Done!
+ Done!
+ after NonlinearEvaluation 117313
+ Prä-Residuumnorm: 468376.76
+ Inner Loop: : FIRST ORDER Inner Loop with Abbruchkriterium Residuum zu erreichen 394625.26 und m_max 8
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.41 seconds
+ Initialization: 0.50 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.69 seconds
+ Inner Loop: : InnerCG resNorm : 420855.23
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.53 seconds
+ Initialization: 0.49 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.56 seconds
+ Inner Loop: : InnerCG resNorm : 386094.34
+ Inner Loop: : Time needed for inner loop: 2:05.96 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 1 brauchte 2 = m innere Iterationen
+ Inner Loop: : 2:05.96 minutes
+ Residuumnorm 1: 386094.34
+ ----- Intermezzo: Change Operators and Recalculate Residuum -----
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.64 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.67 seconds
+ Initialization: 0.52 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 32.01 seconds
+ Intermezzo Residuum: 386103.44
+ ----- Intermezzo Ende -----
+ Inner Loop: : PSI Inner Loop with Abbruchkriterium Residuum zu erreichen 288336.12 und m_max 2
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.91 seconds
+ PhiAdjSO: : Starting ImplicitMidpointRule (Order=2)
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.60 seconds
+ PhiAdjSO: : 1:02.82 minutes
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.65 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.69 seconds
+ Initialization: 0.50 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.83 seconds
+ Inner Loop: : InnerCG resNorm : 369622.87
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.95 seconds
+ PhiAdjSO: : Starting ImplicitMidpointRule (Order=2)
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.70 seconds
+ PhiAdjSO: : 1:02.96 minutes
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.67 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.84 seconds
+ Initialization: 0.50 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.76 seconds
+ Inner Loop: : InnerCG resNorm : 355545.05
+ Inner Loop: : Time needed for inner loop: 6:22.26 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 0 brauchte 2 = m innere Iterationen
+ Inner Loop: : 6:22.26 minutes
+ FWISO Subproblem: 0: d(8): Finished first / second inner loop ( 2, 2 steps )
+ *************************************
+ Residuumnorm 2: 355545.05
+
+ iteration: 8 PROBLEM Number: 1
+ FWISO problem 1: d(8)
+ shot: 1: Solving forward problem...
+ Initialization: 0.61 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 27.20 seconds
+ Assembling Linearized Operators
+ Assembling Linearized Operators
+ Done!
+ Done!
+ after NonlinearEvaluation 117458
+ Prä-Residuumnorm: 512038.79
+ Inner Loop: : FIRST ORDER Inner Loop with Abbruchkriterium Residuum zu erreichen 443288.26 und m_max 6
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.22 seconds
+ Initialization: 0.51 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.55 seconds
+ Inner Loop: : InnerCG resNorm : 441383.56
+ Inner Loop: : Time needed for inner loop: 1:02.66 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 1 brauchte 1 = m innere Iterationen
+ Inner Loop: : 1:02.66 minutes
+ Residuumnorm 1: 441383.56
+ ----- Intermezzo: Change Operators and Recalculate Residuum -----
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.59 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.49 seconds
+ Initialization: 0.50 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.70 seconds
+ Intermezzo Residuum: 441402.73
+ ----- Intermezzo Ende -----
+ Inner Loop: : PSI Inner Loop with Abbruchkriterium Residuum zu erreichen 332671.15 und m_max 2
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.71 seconds
+ PhiAdjSO: : Starting ImplicitMidpointRule (Order=2)
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.66 seconds
+ PhiAdjSO: : 1:02.85 minutes
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.65 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.65 seconds
+ Initialization: 0.49 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 32.06 seconds
+ Inner Loop: : InnerCG resNorm : 415203.94
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.76 seconds
+ PhiAdjSO: : Starting ImplicitMidpointRule (Order=2)
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.67 seconds
+ PhiAdjSO: : 1:03.00 minutes
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.65 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.86 seconds
+ Initialization: 0.50 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.74 seconds
+ Inner Loop: : InnerCG resNorm : 377973.87
+ Inner Loop: : Time needed for inner loop: 6:22.21 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 0 brauchte 2 = m innere Iterationen
+ Inner Loop: : 6:22.21 minutes
+ FWISO Subproblem: 1: d(8): Finished first / second inner loop ( 1, 2 steps )
+ *************************************
+ Residuumnorm 2: 377973.87
+
+ iteration: 8 PROBLEM Number: 2
+ FWISO problem 2: d(8)
+ shot: 2: Solving forward problem...
+ Initialization: 0.60 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 27.29 seconds
+ Assembling Linearized Operators
+ Assembling Linearized Operators
+ Done!
+ Done!
+ after NonlinearEvaluation 117439
+ Prä-Residuumnorm: 685509.87
+ Inner Loop: : FIRST ORDER Inner Loop with Abbruchkriterium Residuum zu erreichen 597058.85 und m_max 6
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.54 seconds
+ Initialization: 0.51 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.75 seconds
+ Inner Loop: : InnerCG resNorm : 595474.86
+ Inner Loop: : Time needed for inner loop: 1:03.17 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 1 brauchte 1 = m innere Iterationen
+ Inner Loop: : 1:03.17 minutes
+ Residuumnorm 1: 595474.86
+ ----- Intermezzo: Change Operators and Recalculate Residuum -----
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.68 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.58 seconds
+ Initialization: 0.51 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.76 seconds
+ Intermezzo Residuum: 595454.41
+ ----- Intermezzo Ende -----
+ Inner Loop: : PSI Inner Loop with Abbruchkriterium Residuum zu erreichen 449738.42 und m_max 2
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.84 seconds
+ PhiAdjSO: : Starting ImplicitMidpointRule (Order=2)
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.50 seconds
+ PhiAdjSO: : 1:02.72 minutes
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.50 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.75 seconds
+ Initialization: 0.50 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.90 seconds
+ Inner Loop: : InnerCG resNorm : 569443.22
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.59 seconds
+ PhiAdjSO: : Starting ImplicitMidpointRule (Order=2)
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.55 seconds
+ PhiAdjSO: : 1:02.80 minutes
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.52 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.81 seconds
+ Initialization: 0.51 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.85 seconds
+ Inner Loop: : InnerCG resNorm : 538643.77
+ Inner Loop: : Time needed for inner loop: 6:21.37 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 0 brauchte 2 = m innere Iterationen
+ Inner Loop: : 6:21.38 minutes
+ FWISO Subproblem: 2: d(8): Finished first / second inner loop ( 1, 2 steps )
+ *************************************
+ Residuumnorm 2: 538643.77
+
+ iteration: 8 PROBLEM Number: 3
+ FWISO problem 3: d(8)
+ shot: 3: Solving forward problem...
+ Initialization: 0.60 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 27.31 seconds
+ Assembling Linearized Operators
+ Assembling Linearized Operators
+ Done!
+ Done!
+ after NonlinearEvaluation 117513
+ Prä-Residuumnorm: 676033.66
+ Inner Loop: : FIRST ORDER Inner Loop with Abbruchkriterium Residuum zu erreichen 579968.32 und m_max 5
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.46 seconds
+ Initialization: 0.49 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.68 seconds
+ Inner Loop: : InnerCG resNorm : 604269.01
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.61 seconds
+ Initialization: 0.50 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.59 seconds
+ Inner Loop: : InnerCG resNorm : 562764.04
+ Inner Loop: : Time needed for inner loop: 2:06.09 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 1 brauchte 2 = m innere Iterationen
+ Inner Loop: : 2:06.09 minutes
+ Residuumnorm 1: 562764.04
+ ----- Intermezzo: Change Operators and Recalculate Residuum -----
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.57 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.52 seconds
+ Initialization: 0.54 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.71 seconds
+ Intermezzo Residuum: 562783.23
+ ----- Intermezzo Ende -----
+ Inner Loop: : PSI Inner Loop with Abbruchkriterium Residuum zu erreichen 586058 und m_max 3
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.77 seconds
+ PhiAdjSO: : Starting ImplicitMidpointRule (Order=2)
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.63 seconds
+ PhiAdjSO: : 1:02.90 minutes
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.66 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.73 seconds
+ Initialization: 0.51 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.84 seconds
+ Inner Loop: : InnerCG resNorm : 543844
+ Inner Loop: : Time needed for inner loop: 3:11.07 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 0 brauchte 1 = m innere Iterationen
+ Inner Loop: : 3:11.07 minutes
+ FWISO Subproblem: 3: d(8): Finished first / second inner loop ( 2, 1 steps )
+ *************************************
+ Residuumnorm 2: 543844
+
+ iteration: 8 PROBLEM Number: 4
+ FWISO problem 4: d(8)
+ shot: 4: Solving forward problem...
+ Initialization: 0.61 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 27.19 seconds
+ Assembling Linearized Operators
+ Assembling Linearized Operators
+ Done!
+ Done!
+ after NonlinearEvaluation 117546
+ Prä-Residuumnorm: 451843.1
+ Inner Loop: : FIRST ORDER Inner Loop with Abbruchkriterium Residuum zu erreichen 388742.74 und m_max 8
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.44 seconds
+ Initialization: 0.52 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.56 seconds
+ Inner Loop: : InnerCG resNorm : 417055.55
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.52 seconds
+ Initialization: 0.51 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.43 seconds
+ Inner Loop: : InnerCG resNorm : 392896.17
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.45 seconds
+ Initialization: 0.51 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.38 seconds
+ Inner Loop: : InnerCG resNorm : 382190.45
+ Inner Loop: : Time needed for inner loop: 3:08.41 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 1 brauchte 3 = m innere Iterationen
+ Inner Loop: : 3:08.41 minutes
+ Residuumnorm 1: 382190.45
+ ----- Intermezzo: Change Operators and Recalculate Residuum -----
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.73 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.67 seconds
+ Initialization: 0.50 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.97 seconds
+ Intermezzo Residuum: 382178.97
+ ----- Intermezzo Ende -----
+ Inner Loop: : PSI Inner Loop with Abbruchkriterium Residuum zu erreichen 296728.12 und m_max 2
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.70 seconds
+ PhiAdjSO: : Starting ImplicitMidpointRule (Order=2)
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.65 seconds
+ PhiAdjSO: : 1:02.83 minutes
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.81 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.84 seconds
+ Initialization: 0.50 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 32.14 seconds
+ Inner Loop: : InnerCG resNorm : 375908.01
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.90 seconds
+ PhiAdjSO: : Starting ImplicitMidpointRule (Order=2)
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.65 seconds
+ PhiAdjSO: : 1:03.00 minutes
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.75 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.77 seconds
+ Initialization: 0.51 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.89 seconds
+ Inner Loop: : InnerCG resNorm : 362405.75
+ Inner Loop: : Time needed for inner loop: 6:22.83 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 0 brauchte 2 = m innere Iterationen
+ Inner Loop: : 6:22.83 minutes
+ FWISO Subproblem: 4: d(8): Finished first / second inner loop ( 3, 2 steps )
+ *************************************
+ Residuumnorm 2: 362405.75
+
+ iteration: 8 PROBLEM Number: 5
+ FWISO problem 5: d(8)
+ shot: 5: Solving forward problem...
+ Initialization: 0.61 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 27.36 seconds
+ Assembling Linearized Operators
+ Assembling Linearized Operators
+ Done!
+ Done!
+ after NonlinearEvaluation 117615
+ Prä-Residuumnorm: 399044.69
+ Inner Loop: : FIRST ORDER Inner Loop with Abbruchkriterium Residuum zu erreichen 343030.23 und m_max 5
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.38 seconds
+ Initialization: 0.52 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.72 seconds
+ Inner Loop: : InnerCG resNorm : 382854.2
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.49 seconds
+ Initialization: 0.50 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.61 seconds
+ Inner Loop: : InnerCG resNorm : 354879.99
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.45 seconds
+ Initialization: 0.48 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.53 seconds
+ Inner Loop: : InnerCG resNorm : 331695.75
+ Inner Loop: : Time needed for inner loop: 3:08.82 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 1 brauchte 3 = m innere Iterationen
+ Inner Loop: : 3:08.82 minutes
+ Residuumnorm 1: 331695.75
+ ----- Intermezzo: Change Operators and Recalculate Residuum -----
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.59 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.56 seconds
+ Initialization: 0.50 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.71 seconds
+ Intermezzo Residuum: 331691.97
+ ----- Intermezzo Ende -----
+ Inner Loop: : PSI Inner Loop with Abbruchkriterium Residuum zu erreichen 326448.21 und m_max 3
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.71 seconds
+ PhiAdjSO: : Starting ImplicitMidpointRule (Order=2)
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.55 seconds
+ PhiAdjSO: : 1:02.77 minutes
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.53 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.60 seconds
+ Initialization: 0.52 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.70 seconds
+ Inner Loop: : InnerCG resNorm : 323189.3
+ Inner Loop: : Time needed for inner loop: 3:10.33 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 0 brauchte 1 = m innere Iterationen
+ Inner Loop: : 3:10.33 minutes
+ FWISO Subproblem: 5: d(8): Finished first / second inner loop ( 3, 1 steps )
+ *************************************
+ Residuumnorm 2: 323189.3
+
+
+ Iteration Main Looop Counting Variable iter: 9
+
+ iteration: 9 PROBLEM Number: 0
+ FWISO problem 0: d(9)
+ shot: 0: Solving forward problem...
+ Initialization: 0.61 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 27.20 seconds
+ Assembling Linearized Operators
+ Assembling Linearized Operators
+ Done!
+ Done!
+ after NonlinearEvaluation 117627
+ Prä-Residuumnorm: 422405.51
+ Inner Loop: : FIRST ORDER Inner Loop with Abbruchkriterium Residuum zu erreichen 320303.46 und m_max 7
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.36 seconds
+ Initialization: 0.49 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.59 seconds
+ Inner Loop: : InnerCG resNorm : 390660.4
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.55 seconds
+ Initialization: 0.48 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.52 seconds
+ Inner Loop: : InnerCG resNorm : 362041.15
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.47 seconds
+ Initialization: 0.53 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.49 seconds
+ Inner Loop: : InnerCG resNorm : 341054.44
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.50 seconds
+ Initialization: 0.52 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.59 seconds
+ Inner Loop: : InnerCG resNorm : 322384.5
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.50 seconds
+ Initialization: 0.49 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.56 seconds
+ Inner Loop: : InnerCG resNorm : 305956.68
+ Inner Loop: : Time needed for inner loop: 5:14.54 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 1 brauchte 5 = m innere Iterationen
+ Inner Loop: : 5:14.54 minutes
+ Residuumnorm 1: 305956.68
+ ----- Intermezzo: Change Operators and Recalculate Residuum -----
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.67 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.58 seconds
+ Initialization: 0.52 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.79 seconds
+ Intermezzo Residuum: 305943.97
+ ----- Intermezzo Ende -----
+ Inner Loop: : PSI Inner Loop with Abbruchkriterium Residuum zu erreichen 341220.7 und m_max 3
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.70 seconds
+ PhiAdjSO: : Starting ImplicitMidpointRule (Order=2)
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.66 seconds
+ PhiAdjSO: : 1:02.91 minutes
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.67 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.76 seconds
+ Initialization: 0.52 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 32.02 seconds
+ Inner Loop: : InnerCG resNorm : 297457.8
+ Inner Loop: : Time needed for inner loop: 3:11.18 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 0 brauchte 1 = m innere Iterationen
+ Inner Loop: : 3:11.18 minutes
+ FWISO Subproblem: 0: d(9): Finished first / second inner loop ( 5, 1 steps )
+ *************************************
+ Residuumnorm 2: 297457.8
+
+ iteration: 9 PROBLEM Number: 1
+ FWISO problem 1: d(9)
+ shot: 1: Solving forward problem...
+ Initialization: 0.61 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 27.29 seconds
+ Assembling Linearized Operators
+ Assembling Linearized Operators
+ Done!
+ Done!
+ after NonlinearEvaluation 117707
+ Prä-Residuumnorm: 472092.06
+ Inner Loop: : FIRST ORDER Inner Loop with Abbruchkriterium Residuum zu erreichen 367834.59 und m_max 5
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.45 seconds
+ Initialization: 0.52 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.54 seconds
+ Inner Loop: : InnerCG resNorm : 419248.53
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.48 seconds
+ Initialization: 0.55 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.54 seconds
+ Inner Loop: : InnerCG resNorm : 387048.41
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.46 seconds
+ Initialization: 0.51 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.53 seconds
+ Inner Loop: : InnerCG resNorm : 360101.68
+ Inner Loop: : Time needed for inner loop: 3:08.64 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 1 brauchte 3 = m innere Iterationen
+ Inner Loop: : 3:08.64 minutes
+ Residuumnorm 1: 360101.68
+ ----- Intermezzo: Change Operators and Recalculate Residuum -----
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.75 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.61 seconds
+ Initialization: 0.51 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.90 seconds
+ Intermezzo Residuum: 360084.49
+ ----- Intermezzo Ende -----
+ Inner Loop: : PSI Inner Loop with Abbruchkriterium Residuum zu erreichen 389404.93 und m_max 3
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.80 seconds
+ PhiAdjSO: : Starting ImplicitMidpointRule (Order=2)
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.64 seconds
+ PhiAdjSO: : 1:02.92 minutes
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.70 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.68 seconds
+ Initialization: 0.52 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.82 seconds
+ Inner Loop: : InnerCG resNorm : 344998.59
+ Inner Loop: : Time needed for inner loop: 3:11.09 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 0 brauchte 1 = m innere Iterationen
+ Inner Loop: : 3:11.09 minutes
+ FWISO Subproblem: 1: d(9): Finished first / second inner loop ( 3, 1 steps )
+ *************************************
+ Residuumnorm 2: 344998.59
+
+ iteration: 9 PROBLEM Number: 2
+ FWISO problem 2: d(9)
+ shot: 2: Solving forward problem...
+ Initialization: 0.60 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 27.22 seconds
+ Assembling Linearized Operators
+ Assembling Linearized Operators
+ Done!
+ Done!
+ after NonlinearEvaluation 117779
+ Prä-Residuumnorm: 677191.22
+ Inner Loop: : FIRST ORDER Inner Loop with Abbruchkriterium Residuum zu erreichen 530832.19 und m_max 5
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.43 seconds
+ Initialization: 0.48 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.48 seconds
+ Inner Loop: : InnerCG resNorm : 596858.51
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.49 seconds
+ Initialization: 0.51 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.45 seconds
+ Inner Loop: : InnerCG resNorm : 564297.03
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.45 seconds
+ Initialization: 0.48 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.65 seconds
+ Inner Loop: : InnerCG resNorm : 533165.43
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.51 seconds
+ Initialization: 0.57 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.83 seconds
+ Inner Loop: : InnerCG resNorm : 493671.26
+ Inner Loop: : Time needed for inner loop: 4:11.76 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 1 brauchte 4 = m innere Iterationen
+ Inner Loop: : 4:11.76 minutes
+ Residuumnorm 1: 493671.26
+ ----- Intermezzo: Change Operators and Recalculate Residuum -----
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.83 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.71 seconds
+ Initialization: 0.50 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.80 seconds
+ Intermezzo Residuum: 493720.73
+ ----- Intermezzo Ende -----
+ Inner Loop: : PSI Inner Loop with Abbruchkriterium Residuum zu erreichen 560736.04 und m_max 3
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.93 seconds
+ PhiAdjSO: : Starting ImplicitMidpointRule (Order=2)
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.65 seconds
+ PhiAdjSO: : 1:02.81 minutes
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.90 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.60 seconds
+ Initialization: 0.52 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.80 seconds
+ Inner Loop: : InnerCG resNorm : 476103.68
+ Inner Loop: : Time needed for inner loop: 3:11.16 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 0 brauchte 1 = m innere Iterationen
+ Inner Loop: : 3:11.16 minutes
+ FWISO Subproblem: 2: d(9): Finished first / second inner loop ( 4, 1 steps )
+ *************************************
+ Residuumnorm 2: 476103.68
+
+ iteration: 9 PROBLEM Number: 3
+ FWISO problem 3: d(9)
+ shot: 3: Solving forward problem...
+ Initialization: 0.61 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 27.22 seconds
+ Assembling Linearized Operators
+ Assembling Linearized Operators
+ Done!
+ Done!
+ after NonlinearEvaluation 117791
+ Prä-Residuumnorm: 666844.57
+ Inner Loop: : FIRST ORDER Inner Loop with Abbruchkriterium Residuum zu erreichen 514876.51 und m_max 5
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.39 seconds
+ Initialization: 0.51 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.65 seconds
+ Inner Loop: : InnerCG resNorm : 593401.34
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.46 seconds
+ Initialization: 0.49 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.47 seconds
+ Inner Loop: : InnerCG resNorm : 556056.43
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.44 seconds
+ Initialization: 0.48 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.51 seconds
+ Inner Loop: : InnerCG resNorm : 523428.95
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.52 seconds
+ Initialization: 0.51 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.53 seconds
+ Inner Loop: : InnerCG resNorm : 495404.36
+ Inner Loop: : Time needed for inner loop: 4:11.52 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 1 brauchte 4 = m innere Iterationen
+ Inner Loop: : 4:11.52 minutes
+ Residuumnorm 1: 495404.36
+ ----- Intermezzo: Change Operators and Recalculate Residuum -----
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.59 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.47 seconds
+ Initialization: 0.50 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.78 seconds
+ Intermezzo Residuum: 495408.56
+ ----- Intermezzo Ende -----
+ Inner Loop: : PSI Inner Loop with Abbruchkriterium Residuum zu erreichen 520282.73 und m_max 3
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.67 seconds
+ PhiAdjSO: : Starting ImplicitMidpointRule (Order=2)
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.62 seconds
+ PhiAdjSO: : 1:02.81 minutes
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.53 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.95 seconds
+ Initialization: 0.50 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.87 seconds
+ Inner Loop: : InnerCG resNorm : 480041.53
+ Inner Loop: : Time needed for inner loop: 3:11.01 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 0 brauchte 1 = m innere Iterationen
+ Inner Loop: : 3:11.01 minutes
+ FWISO Subproblem: 3: d(9): Finished first / second inner loop ( 4, 1 steps )
+ *************************************
+ Residuumnorm 2: 480041.53
+
+ iteration: 9 PROBLEM Number: 4
+ FWISO problem 4: d(9)
+ shot: 4: Solving forward problem...
+ Initialization: 0.61 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 27.32 seconds
+ Assembling Linearized Operators
+ Assembling Linearized Operators
+ Done!
+ Done!
+ after NonlinearEvaluation 117838
+ Prä-Residuumnorm: 478963.53
+ Inner Loop: : FIRST ORDER Inner Loop with Abbruchkriterium Residuum zu erreichen 370868.2 und m_max 8
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.45 seconds
+ Initialization: 0.48 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.67 seconds
+ Inner Loop: : InnerCG resNorm : 423670.51
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.52 seconds
+ Initialization: 0.51 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.54 seconds
+ Inner Loop: : InnerCG resNorm : 398890.55
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.48 seconds
+ Initialization: 0.53 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.76 seconds
+ Inner Loop: : InnerCG resNorm : 380394.89
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.45 seconds
+ Initialization: 0.49 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.55 seconds
+ Inner Loop: : InnerCG resNorm : 368086.65
+ Inner Loop: : Time needed for inner loop: 4:11.95 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 1 brauchte 4 = m innere Iterationen
+ Inner Loop: : 4:11.95 minutes
+ Residuumnorm 1: 368086.65
+ ----- Intermezzo: Change Operators and Recalculate Residuum -----
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.70 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.70 seconds
+ Initialization: 0.52 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.87 seconds
+ Intermezzo Residuum: 368088.01
+ ----- Intermezzo Ende -----
+ Inner Loop: : PSI Inner Loop with Abbruchkriterium Residuum zu erreichen 396750.9 und m_max 3
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.98 seconds
+ PhiAdjSO: : Starting ImplicitMidpointRule (Order=2)
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.55 seconds
+ PhiAdjSO: : 1:02.81 minutes
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.71 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.74 seconds
+ Initialization: 0.50 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.99 seconds
+ Inner Loop: : InnerCG resNorm : 360101.57
+ Inner Loop: : Time needed for inner loop: 3:11.33 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 0 brauchte 1 = m innere Iterationen
+ Inner Loop: : 3:11.33 minutes
+ FWISO Subproblem: 4: d(9): Finished first / second inner loop ( 4, 1 steps )
+ *************************************
+ Residuumnorm 2: 360101.57
+
+ iteration: 9 PROBLEM Number: 5
+ FWISO problem 5: d(9)
+ shot: 5: Solving forward problem...
+ Initialization: 0.61 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 27.30 seconds
+ Assembling Linearized Operators
+ Assembling Linearized Operators
+ Done!
+ Done!
+ after NonlinearEvaluation 117885
+ Prä-Residuumnorm: 399453.3
+ Inner Loop: : FIRST ORDER Inner Loop with Abbruchkriterium Residuum zu erreichen 309043.34 und m_max 6
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.47 seconds
+ Initialization: 0.51 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.62 seconds
+ Inner Loop: : InnerCG resNorm : 381168.4
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.61 seconds
+ Initialization: 0.52 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.75 seconds
+ Inner Loop: : InnerCG resNorm : 348735.47
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.57 seconds
+ Initialization: 0.52 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.55 seconds
+ Inner Loop: : InnerCG resNorm : 329400.9
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.57 seconds
+ Initialization: 0.50 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.49 seconds
+ Inner Loop: : InnerCG resNorm : 314456.28
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.55 seconds
+ Initialization: 0.51 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.62 seconds
+ Inner Loop: : InnerCG resNorm : 297516.57
+ Inner Loop: : Time needed for inner loop: 5:15.21 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 1 brauchte 5 = m innere Iterationen
+ Inner Loop: : 5:15.21 minutes
+ Residuumnorm 1: 297516.57
+ ----- Intermezzo: Change Operators and Recalculate Residuum -----
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.80 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.61 seconds
+ Initialization: 0.51 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.94 seconds
+ Intermezzo Residuum: 297508.69
+ ----- Intermezzo Ende -----
+ Inner Loop: : PSI Inner Loop with Abbruchkriterium Residuum zu erreichen 294104.24 und m_max 2
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.83 seconds
+ PhiAdjSO: : Starting ImplicitMidpointRule (Order=2)
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.53 seconds
+ PhiAdjSO: : 1:02.88 minutes
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.62 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.72 seconds
+ Initialization: 0.51 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.78 seconds
+ Inner Loop: : InnerCG resNorm : 287890.2
+ Inner Loop: : Time needed for inner loop: 3:10.88 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 0 brauchte 1 = m innere Iterationen
+ Inner Loop: : 3:10.88 minutes
+ FWISO Subproblem: 5: d(9): Finished first / second inner loop ( 5, 1 steps )
+ *************************************
+ Residuumnorm 2: 287890.2
+
+
+ Iteration Main Looop Counting Variable iter: 10
+
+ iteration: 10 PROBLEM Number: 0
+ FWISO problem 0: d(10)
+ shot: 0: Solving forward problem...
+ Initialization: 0.61 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 27.32 seconds
+ Assembling Linearized Operators
+ Assembling Linearized Operators
+ Done!
+ Done!
+ after NonlinearEvaluation 117891
+ Prä-Residuumnorm: 405591.27
+ Inner Loop: : FIRST ORDER Inner Loop with Abbruchkriterium Residuum zu erreichen 366376.15 und m_max 7
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.50 seconds
+ Initialization: 0.51 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.74 seconds
+ Inner Loop: : InnerCG resNorm : 371571.72
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.50 seconds
+ Initialization: 0.50 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.72 seconds
+ Inner Loop: : InnerCG resNorm : 347241.09
+ Inner Loop: : Time needed for inner loop: 2:06.21 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 1 brauchte 2 = m innere Iterationen
+ Inner Loop: : 2:06.21 minutes
+ Residuumnorm 1: 347241.09
+ ----- Intermezzo: Change Operators and Recalculate Residuum -----
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.78 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.56 seconds
+ Initialization: 0.53 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.95 seconds
+ Intermezzo Residuum: 347239.45
+ ----- Intermezzo Ende -----
+ Inner Loop: : PSI Inner Loop with Abbruchkriterium Residuum zu erreichen 294874.28 und m_max 3
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.78 seconds
+ PhiAdjSO: : Starting ImplicitMidpointRule (Order=2)
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.59 seconds
+ PhiAdjSO: : 1:02.84 minutes
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.65 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.76 seconds
+ Initialization: 0.49 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.83 seconds
+ Inner Loop: : InnerCG resNorm : 335642.87
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.72 seconds
+ PhiAdjSO: : Starting ImplicitMidpointRule (Order=2)
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.48 seconds
+ PhiAdjSO: : 1:02.81 minutes
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.74 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.78 seconds
+ Initialization: 0.53 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.96 seconds
+ Inner Loop: : InnerCG resNorm : 324813.44
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.75 seconds
+ PhiAdjSO: : Starting ImplicitMidpointRule (Order=2)
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.70 seconds
+ PhiAdjSO: : 1:03.14 minutes
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.75 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.94 seconds
+ Initialization: 0.50 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 32.17 seconds
+ Inner Loop: : InnerCG resNorm : 309421.43
+ Inner Loop: : Time needed for inner loop: 9:33.73 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 0 brauchte 3 = m innere Iterationen
+ Inner Loop: : 9:33.73 minutes
+ FWISO Subproblem: 0: d(10): Finished first / second inner loop ( 2, 3 steps )
+ *************************************
+ Residuumnorm 2: 309421.43
+
+ iteration: 10 PROBLEM Number: 1
+ FWISO problem 1: d(10)
+ shot: 1: Solving forward problem...
+ Initialization: 0.60 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 27.35 seconds
+ Assembling Linearized Operators
+ Assembling Linearized Operators
+ Done!
+ Done!
+ after NonlinearEvaluation 118163
+ Prä-Residuumnorm: 447010.86
+ Inner Loop: : FIRST ORDER Inner Loop with Abbruchkriterium Residuum zu erreichen 414104.69 und m_max 4
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.47 seconds
+ Initialization: 0.52 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.76 seconds
+ Inner Loop: : InnerCG resNorm : 395029.15
+ Inner Loop: : Time needed for inner loop: 1:03.09 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 1 brauchte 1 = m innere Iterationen
+ Inner Loop: : 1:03.09 minutes
+ Residuumnorm 1: 395029.15
+ ----- Intermezzo: Change Operators and Recalculate Residuum -----
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.72 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.68 seconds
+ Initialization: 0.50 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 32.07 seconds
+ Intermezzo Residuum: 395039.55
+ ----- Intermezzo Ende -----
+ Inner Loop: : PSI Inner Loop with Abbruchkriterium Residuum zu erreichen 331845.04 und m_max 3
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.82 seconds
+ PhiAdjSO: : Starting ImplicitMidpointRule (Order=2)
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.64 seconds
+ PhiAdjSO: : 1:02.99 minutes
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.79 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.81 seconds
+ Initialization: 0.49 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 32.14 seconds
+ Inner Loop: : InnerCG resNorm : 374460.52
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.80 seconds
+ PhiAdjSO: : Starting ImplicitMidpointRule (Order=2)
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.61 seconds
+ PhiAdjSO: : 1:02.95 minutes
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.75 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.80 seconds
+ Initialization: 0.47 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.86 seconds
+ Inner Loop: : InnerCG resNorm : 341648.91
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.94 seconds
+ PhiAdjSO: : Starting ImplicitMidpointRule (Order=2)
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.77 seconds
+ PhiAdjSO: : 1:03.15 minutes
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.61 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.82 seconds
+ Initialization: 0.50 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.94 seconds
+ Inner Loop: : InnerCG resNorm : 324208.28
+ Inner Loop: : Time needed for inner loop: 9:34.40 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 0 brauchte 3 = m innere Iterationen
+ Inner Loop: : 9:34.40 minutes
+ FWISO Subproblem: 1: d(10): Finished first / second inner loop ( 1, 3 steps )
+ *************************************
+ Residuumnorm 2: 324208.28
+
+ iteration: 10 PROBLEM Number: 2
+ FWISO problem 2: d(10)
+ shot: 2: Solving forward problem...
+ Initialization: 0.61 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 27.29 seconds
+ Assembling Linearized Operators
+ Assembling Linearized Operators
+ Done!
+ Done!
+ after NonlinearEvaluation 118188
+ Prä-Residuumnorm: 626059.4
+ Inner Loop: : FIRST ORDER Inner Loop with Abbruchkriterium Residuum zu erreichen 592232.38 und m_max 5
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.39 seconds
+ Initialization: 0.56 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.66 seconds
+ Inner Loop: : InnerCG resNorm : 543997.56
+ Inner Loop: : Time needed for inner loop: 1:02.87 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 1 brauchte 1 = m innere Iterationen
+ Inner Loop: : 1:02.87 minutes
+ Residuumnorm 1: 543997.56
+ ----- Intermezzo: Change Operators and Recalculate Residuum -----
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.46 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.46 seconds
+ Initialization: 0.49 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.71 seconds
+ Intermezzo Residuum: 543967.65
+ ----- Intermezzo Ende -----
+ Inner Loop: : PSI Inner Loop with Abbruchkriterium Residuum zu erreichen 466557.53 und m_max 3
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.52 seconds
+ PhiAdjSO: : Starting ImplicitMidpointRule (Order=2)
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.72 seconds
+ PhiAdjSO: : 1:02.90 minutes
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.63 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.86 seconds
+ Initialization: 0.51 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.96 seconds
+ Inner Loop: : InnerCG resNorm : 521136.6
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.67 seconds
+ PhiAdjSO: : Starting ImplicitMidpointRule (Order=2)
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.63 seconds
+ PhiAdjSO: : 1:02.83 minutes
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.68 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.83 seconds
+ Initialization: 0.49 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.85 seconds
+ Inner Loop: : InnerCG resNorm : 490494.6
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.72 seconds
+ PhiAdjSO: : Starting ImplicitMidpointRule (Order=2)
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.52 seconds
+ PhiAdjSO: : 1:02.82 minutes
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.45 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.93 seconds
+ Initialization: 0.52 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.73 seconds
+ Inner Loop: : InnerCG resNorm : 465613.02
+ Inner Loop: : Time needed for inner loop: 9:32.76 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 0 brauchte 3 = m innere Iterationen
+ Inner Loop: : 9:32.76 minutes
+ FWISO Subproblem: 2: d(10): Finished first / second inner loop ( 1, 3 steps )
+ *************************************
+ Residuumnorm 2: 465613.02
+
+ iteration: 10 PROBLEM Number: 3
+ FWISO problem 3: d(10)
+ shot: 3: Solving forward problem...
+ Initialization: 0.61 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 27.37 seconds
+ Assembling Linearized Operators
+ Assembling Linearized Operators
+ Done!
+ Done!
+ after NonlinearEvaluation 118176
+ Prä-Residuumnorm: 647876.81
+ Inner Loop: : FIRST ORDER Inner Loop with Abbruchkriterium Residuum zu erreichen 574054.07 und m_max 6
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.44 seconds
+ Initialization: 0.50 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.64 seconds
+ Inner Loop: : InnerCG resNorm : 579393.2
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.44 seconds
+ Initialization: 0.51 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.52 seconds
+ Inner Loop: : InnerCG resNorm : 539027.48
+ Inner Loop: : Time needed for inner loop: 2:05.83 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 1 brauchte 2 = m innere Iterationen
+ Inner Loop: : 2:05.83 minutes
+ Residuumnorm 1: 539027.48
+ ----- Intermezzo: Change Operators and Recalculate Residuum -----
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.65 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.65 seconds
+ Initialization: 0.49 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.94 seconds
+ Intermezzo Residuum: 539039.89
+ ----- Intermezzo Ende -----
+ Inner Loop: : PSI Inner Loop with Abbruchkriterium Residuum zu erreichen 454935.4 und m_max 2
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.88 seconds
+ PhiAdjSO: : Starting ImplicitMidpointRule (Order=2)
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.62 seconds
+ PhiAdjSO: : 1:02.79 minutes
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.51 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.94 seconds
+ Initialization: 0.53 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.87 seconds
+ Inner Loop: : InnerCG resNorm : 520009.8
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.77 seconds
+ PhiAdjSO: : Starting ImplicitMidpointRule (Order=2)
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.65 seconds
+ PhiAdjSO: : 1:03.00 minutes
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.62 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.79 seconds
+ Initialization: 0.50 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.89 seconds
+ Inner Loop: : InnerCG resNorm : 498245.51
+ Inner Loop: : Time needed for inner loop: 6:22.18 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 0 brauchte 2 = m innere Iterationen
+ Inner Loop: : 6:22.18 minutes
+ FWISO Subproblem: 3: d(10): Finished first / second inner loop ( 2, 2 steps )
+ *************************************
+ Residuumnorm 2: 498245.51
+
+ iteration: 10 PROBLEM Number: 4
+ FWISO problem 4: d(10)
+ shot: 4: Solving forward problem...
+ Initialization: 0.61 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 27.31 seconds
+ Assembling Linearized Operators
+ Assembling Linearized Operators
+ Done!
+ Done!
+ after NonlinearEvaluation 118243
+ Prä-Residuumnorm: 430015.15
+ Inner Loop: : FIRST ORDER Inner Loop with Abbruchkriterium Residuum zu erreichen 357228.88 und m_max 7
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.38 seconds
+ Initialization: 0.50 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.79 seconds
+ Inner Loop: : InnerCG resNorm : 401605.2
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.49 seconds
+ Initialization: 0.50 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.63 seconds
+ Inner Loop: : InnerCG resNorm : 376268.95
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.57 seconds
+ Initialization: 0.50 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.79 seconds
+ Inner Loop: : InnerCG resNorm : 363550.09
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.64 seconds
+ Initialization: 0.59 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.77 seconds
+ Inner Loop: : InnerCG resNorm : 350389.86
+ Inner Loop: : Time needed for inner loop: 4:12.52 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 1 brauchte 4 = m innere Iterationen
+ Inner Loop: : 4:12.52 minutes
+ Residuumnorm 1: 350389.86
+ ----- Intermezzo: Change Operators and Recalculate Residuum -----
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.74 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.60 seconds
+ Initialization: 0.51 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.99 seconds
+ Intermezzo Residuum: 350386.61
+ ----- Intermezzo Ende -----
+ Inner Loop: : PSI Inner Loop with Abbruchkriterium Residuum zu erreichen 320583.93 und m_max 3
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.92 seconds
+ PhiAdjSO: : Starting ImplicitMidpointRule (Order=2)
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.62 seconds
+ PhiAdjSO: : 1:02.92 minutes
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.63 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.80 seconds
+ Initialization: 0.52 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.89 seconds
+ Inner Loop: : InnerCG resNorm : 342483.12
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.85 seconds
+ PhiAdjSO: : Starting ImplicitMidpointRule (Order=2)
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.62 seconds
+ PhiAdjSO: : 1:02.92 minutes
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.74 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.86 seconds
+ Initialization: 0.52 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.97 seconds
+ Inner Loop: : InnerCG resNorm : 335347.71
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.95 seconds
+ PhiAdjSO: : Starting ImplicitMidpointRule (Order=2)
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.62 seconds
+ PhiAdjSO: : 1:02.76 minutes
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.59 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.71 seconds
+ Initialization: 0.51 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 32.05 seconds
+ Inner Loop: : InnerCG resNorm : 324670.44
+ Inner Loop: : Time needed for inner loop: 9:33.82 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 0 brauchte 3 = m innere Iterationen
+ Inner Loop: : 9:33.82 minutes
+ FWISO Subproblem: 4: d(10): Finished first / second inner loop ( 4, 3 steps )
+ *************************************
+ Residuumnorm 2: 324670.44
+
+ iteration: 10 PROBLEM Number: 5
+ FWISO problem 5: d(10)
+ shot: 5: Solving forward problem...
+ Initialization: 0.61 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 27.30 seconds
+ Assembling Linearized Operators
+ Assembling Linearized Operators
+ Done!
+ Done!
+ after NonlinearEvaluation 118343
+ Prä-Residuumnorm: 343464.6
+ Inner Loop: : FIRST ORDER Inner Loop with Abbruchkriterium Residuum zu erreichen 296821.92 und m_max 8
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.49 seconds
+ Initialization: 0.50 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.66 seconds
+ Inner Loop: : InnerCG resNorm : 318889.51
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.49 seconds
+ Initialization: 0.51 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.71 seconds
+ Inner Loop: : InnerCG resNorm : 306162.75
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.53 seconds
+ Initialization: 0.51 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.52 seconds
+ Inner Loop: : InnerCG resNorm : 295382.58
+ Inner Loop: : Time needed for inner loop: 3:09.04 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 1 brauchte 3 = m innere Iterationen
+ Inner Loop: : 3:09.04 minutes
+ Residuumnorm 1: 295382.58
+ ----- Intermezzo: Change Operators and Recalculate Residuum -----
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.52 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.53 seconds
+ Initialization: 0.51 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.62 seconds
+ Intermezzo Residuum: 295378.46
+ ----- Intermezzo Ende -----
+ Inner Loop: : PSI Inner Loop with Abbruchkriterium Residuum zu erreichen 227593.45 und m_max 2
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.65 seconds
+ PhiAdjSO: : Starting ImplicitMidpointRule (Order=2)
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.53 seconds
+ PhiAdjSO: : 1:02.82 minutes
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.66 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.67 seconds
+ Initialization: 0.51 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.71 seconds
+ Inner Loop: : InnerCG resNorm : 288494.21
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.49 seconds
+ PhiAdjSO: : Starting ImplicitMidpointRule (Order=2)
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.46 seconds
+ PhiAdjSO: : 1:02.93 minutes
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.57 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.68 seconds
+ Initialization: 0.50 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.80 seconds
+ Inner Loop: : InnerCG resNorm : 282113.25
+ Inner Loop: : Time needed for inner loop: 6:21.31 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 0 brauchte 2 = m innere Iterationen
+ Inner Loop: : 6:21.31 minutes
+ FWISO Subproblem: 5: d(10): Finished first / second inner loop ( 3, 2 steps )
+ *************************************
+ Residuumnorm 2: 282113.25
+
+
+ Iteration Main Looop Counting Variable iter: 11
+
+ iteration: 11 PROBLEM Number: 0
+ FWISO problem 0: d(11)
+ shot: 0: Solving forward problem...
+ Initialization: 0.60 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 27.29 seconds
+ Assembling Linearized Operators
+ Assembling Linearized Operators
+ Done!
+ Done!
+ after NonlinearEvaluation 118380
+ Prä-Residuumnorm: 380105.41
+ Inner Loop: : FIRST ORDER Inner Loop with Abbruchkriterium Residuum zu erreichen 309018.99 und m_max 7
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.48 seconds
+ Initialization: 0.48 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.60 seconds
+ Inner Loop: : InnerCG resNorm : 354515.93
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.42 seconds
+ Initialization: 0.51 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.76 seconds
+ Inner Loop: : InnerCG resNorm : 322145.11
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.46 seconds
+ Initialization: 0.49 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.60 seconds
+ Inner Loop: : InnerCG resNorm : 308043.91
+ Inner Loop: : Time needed for inner loop: 3:08.98 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 1 brauchte 3 = m innere Iterationen
+ Inner Loop: : 3:08.98 minutes
+ Residuumnorm 1: 308043.91
+ ----- Intermezzo: Change Operators and Recalculate Residuum -----
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.42 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.43 seconds
+ Initialization: 0.51 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.77 seconds
+ Intermezzo Residuum: 308045.94
+ ----- Intermezzo Ende -----
+ Inner Loop: : PSI Inner Loop with Abbruchkriterium Residuum zu erreichen 345518.77 und m_max 4
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.59 seconds
+ PhiAdjSO: : Starting ImplicitMidpointRule (Order=2)
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.62 seconds
+ PhiAdjSO: : 1:02.83 minutes
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.43 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.57 seconds
+ Initialization: 0.49 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.70 seconds
+ Inner Loop: : InnerCG resNorm : 300814.93
+ Inner Loop: : Time needed for inner loop: 3:10.21 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 0 brauchte 1 = m innere Iterationen
+ Inner Loop: : 3:10.21 minutes
+ FWISO Subproblem: 0: d(11): Finished first / second inner loop ( 3, 1 steps )
+ *************************************
+ Residuumnorm 2: 300814.93
+
+ iteration: 11 PROBLEM Number: 1
+ FWISO problem 1: d(11)
+ shot: 1: Solving forward problem...
+ Initialization: 0.61 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 27.24 seconds
+ Assembling Linearized Operators
+ Assembling Linearized Operators
+ Done!
+ Done!
+ after NonlinearEvaluation 118470
+ Prä-Residuumnorm: 398389.28
+ Inner Loop: : FIRST ORDER Inner Loop with Abbruchkriterium Residuum zu erreichen 332156.1 und m_max 4
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.36 seconds
+ Initialization: 0.53 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.65 seconds
+ Inner Loop: : InnerCG resNorm : 357892.39
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.47 seconds
+ Initialization: 0.50 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.56 seconds
+ Inner Loop: : InnerCG resNorm : 333390.79
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.46 seconds
+ Initialization: 0.46 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.62 seconds
+ Inner Loop: : InnerCG resNorm : 315895.86
+ Inner Loop: : Time needed for inner loop: 3:08.74 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 1 brauchte 3 = m innere Iterationen
+ Inner Loop: : 3:08.74 minutes
+ Residuumnorm 1: 315895.86
+ ----- Intermezzo: Change Operators and Recalculate Residuum -----
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.61 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.59 seconds
+ Initialization: 0.52 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.84 seconds
+ Intermezzo Residuum: 315894.37
+ ----- Intermezzo Ende -----
+ Inner Loop: : PSI Inner Loop with Abbruchkriterium Residuum zu erreichen 364176.22 und m_max 4
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.52 seconds
+ PhiAdjSO: : Starting ImplicitMidpointRule (Order=2)
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.46 seconds
+ PhiAdjSO: : 1:02.69 minutes
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.47 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.76 seconds
+ Initialization: 0.49 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.77 seconds
+ Inner Loop: : InnerCG resNorm : 306178.56
+ Inner Loop: : Time needed for inner loop: 3:10.37 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 0 brauchte 1 = m innere Iterationen
+ Inner Loop: : 3:10.37 minutes
+ FWISO Subproblem: 1: d(11): Finished first / second inner loop ( 3, 1 steps )
+ *************************************
+ Residuumnorm 2: 306178.56
+
+ iteration: 11 PROBLEM Number: 2
+ FWISO problem 2: d(11)
+ shot: 2: Solving forward problem...
+ Initialization: 0.61 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 27.27 seconds
+ Assembling Linearized Operators
+ Assembling Linearized Operators
+ Done!
+ Done!
+ after NonlinearEvaluation 118517
+ Prä-Residuumnorm: 552402.04
+ Inner Loop: : FIRST ORDER Inner Loop with Abbruchkriterium Residuum zu erreichen 470299.37 und m_max 5
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.42 seconds
+ Initialization: 0.51 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.54 seconds
+ Inner Loop: : InnerCG resNorm : 506090.73
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.48 seconds
+ Initialization: 0.50 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.59 seconds
+ Inner Loop: : InnerCG resNorm : 483487.12
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.47 seconds
+ Initialization: 0.50 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.71 seconds
+ Inner Loop: : InnerCG resNorm : 463796.35
+ Inner Loop: : Time needed for inner loop: 3:08.86 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 1 brauchte 3 = m innere Iterationen
+ Inner Loop: : 3:08.86 minutes
+ Residuumnorm 1: 463796.35
+ ----- Intermezzo: Change Operators and Recalculate Residuum -----
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.62 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.57 seconds
+ Initialization: 0.51 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.56 seconds
+ Intermezzo Residuum: 463797.52
+ ----- Intermezzo Ende -----
+ Inner Loop: : PSI Inner Loop with Abbruchkriterium Residuum zu erreichen 505490.01 und m_max 4
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.80 seconds
+ PhiAdjSO: : Starting ImplicitMidpointRule (Order=2)
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.59 seconds
+ PhiAdjSO: : 1:02.83 minutes
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.67 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.85 seconds
+ Initialization: 0.52 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.81 seconds
+ Inner Loop: : InnerCG resNorm : 450069.92
+ Inner Loop: : Time needed for inner loop: 3:10.98 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 0 brauchte 1 = m innere Iterationen
+ Inner Loop: : 3:10.98 minutes
+ FWISO Subproblem: 2: d(11): Finished first / second inner loop ( 3, 1 steps )
+ *************************************
+ Residuumnorm 2: 450069.92
+
+ iteration: 11 PROBLEM Number: 3
+ FWISO problem 3: d(11)
+ shot: 3: Solving forward problem...
+ Initialization: 0.61 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 27.22 seconds
+ Assembling Linearized Operators
+ Assembling Linearized Operators
+ Done!
+ Done!
+ after NonlinearEvaluation 118603
+ Prä-Residuumnorm: 592901.4
+ Inner Loop: : FIRST ORDER Inner Loop with Abbruchkriterium Residuum zu erreichen 472808.58 und m_max 6
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.45 seconds
+ Initialization: 0.49 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.57 seconds
+ Inner Loop: : InnerCG resNorm : 544708.41
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.53 seconds
+ Initialization: 0.48 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.45 seconds
+ Inner Loop: : InnerCG resNorm : 515565.99
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.48 seconds
+ Initialization: 0.49 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.46 seconds
+ Inner Loop: : InnerCG resNorm : 485550.63
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.52 seconds
+ Initialization: 0.49 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.51 seconds
+ Inner Loop: : InnerCG resNorm : 462322.25
+ Inner Loop: : Time needed for inner loop: 4:11.48 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 1 brauchte 4 = m innere Iterationen
+ Inner Loop: : 4:11.48 minutes
+ Residuumnorm 1: 462322.25
+ ----- Intermezzo: Change Operators and Recalculate Residuum -----
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.57 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.52 seconds
+ Initialization: 0.52 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.76 seconds
+ Intermezzo Residuum: 462349.4
+ ----- Intermezzo Ende -----
+ Inner Loop: : PSI Inner Loop with Abbruchkriterium Residuum zu erreichen 504616.69 und m_max 3
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.65 seconds
+ PhiAdjSO: : Starting ImplicitMidpointRule (Order=2)
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.57 seconds
+ PhiAdjSO: : 1:02.80 minutes
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.61 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.69 seconds
+ Initialization: 0.51 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.80 seconds
+ Inner Loop: : InnerCG resNorm : 449120.7
+ Inner Loop: : Time needed for inner loop: 3:10.65 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 0 brauchte 1 = m innere Iterationen
+ Inner Loop: : 3:10.65 minutes
+ FWISO Subproblem: 3: d(11): Finished first / second inner loop ( 4, 1 steps )
+ *************************************
+ Residuumnorm 2: 449120.7
+
+ iteration: 11 PROBLEM Number: 4
+ FWISO problem 4: d(11)
+ shot: 4: Solving forward problem...
+ Initialization: 0.61 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 27.27 seconds
+ Assembling Linearized Operators
+ Assembling Linearized Operators
+ Done!
+ Done!
+ after NonlinearEvaluation 118576
+ Prä-Residuumnorm: 413062.72
+ Inner Loop: : FIRST ORDER Inner Loop with Abbruchkriterium Residuum zu erreichen 308831.3 und m_max 8
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.48 seconds
+ Initialization: 0.56 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.71 seconds
+ Inner Loop: : InnerCG resNorm : 377116.16
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.52 seconds
+ Initialization: 0.53 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.54 seconds
+ Inner Loop: : InnerCG resNorm : 347187.92
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.60 seconds
+ Initialization: 0.48 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.34 seconds
+ Inner Loop: : InnerCG resNorm : 337178.01
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.58 seconds
+ Initialization: 0.45 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.71 seconds
+ Inner Loop: : InnerCG resNorm : 326758.86
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.58 seconds
+ Initialization: 0.51 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.59 seconds
+ Inner Loop: : InnerCG resNorm : 316727.07
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.60 seconds
+ Initialization: 0.50 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.66 seconds
+ Inner Loop: : InnerCG resNorm : 308270.41
+ Inner Loop: : Time needed for inner loop: 6:18.15 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 1 brauchte 6 = m innere Iterationen
+ Inner Loop: : 6:18.15 minutes
+ Residuumnorm 1: 308270.41
+ ----- Intermezzo: Change Operators and Recalculate Residuum -----
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.92 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.76 seconds
+ Initialization: 0.52 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.84 seconds
+ Intermezzo Residuum: 308270.25
+ ----- Intermezzo Ende -----
+ Inner Loop: : PSI Inner Loop with Abbruchkriterium Residuum zu erreichen 378023.67 und m_max 4
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.88 seconds
+ PhiAdjSO: : Starting ImplicitMidpointRule (Order=2)
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.73 seconds
+ PhiAdjSO: : 1:03.03 minutes
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.78 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.68 seconds
+ Initialization: 0.51 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.87 seconds
+ Inner Loop: : InnerCG resNorm : 302104.01
+ Inner Loop: : Time needed for inner loop: 3:11.31 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 0 brauchte 1 = m innere Iterationen
+ Inner Loop: : 3:11.31 minutes
+ FWISO Subproblem: 4: d(11): Finished first / second inner loop ( 6, 1 steps )
+ *************************************
+ Residuumnorm 2: 302104.01
+
+ iteration: 11 PROBLEM Number: 5
+ FWISO problem 5: d(11)
+ shot: 5: Solving forward problem...
+ Initialization: 0.61 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 27.23 seconds
+ Assembling Linearized Operators
+ Assembling Linearized Operators
+ Done!
+ Done!
+ after NonlinearEvaluation 118670
+ Prä-Residuumnorm: 347001.73
+ Inner Loop: : FIRST ORDER Inner Loop with Abbruchkriterium Residuum zu erreichen 269890.84 und m_max 8
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.57 seconds
+ Initialization: 0.48 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.67 seconds
+ Inner Loop: : InnerCG resNorm : 322776.89
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.59 seconds
+ Initialization: 0.47 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.62 seconds
+ Inner Loop: : InnerCG resNorm : 304835.11
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.60 seconds
+ Initialization: 0.51 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.70 seconds
+ Inner Loop: : InnerCG resNorm : 293142.33
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.62 seconds
+ Initialization: 0.49 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.56 seconds
+ Inner Loop: : InnerCG resNorm : 281421.6
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.65 seconds
+ Initialization: 0.52 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.72 seconds
+ Inner Loop: : InnerCG resNorm : 269875.94
+ Inner Loop: : Time needed for inner loop: 5:15.75 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 1 brauchte 5 = m innere Iterationen
+ Inner Loop: : 5:15.75 minutes
+ Residuumnorm 1: 269875.94
+ ----- Intermezzo: Change Operators and Recalculate Residuum -----
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.61 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.58 seconds
+ Initialization: 0.52 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.62 seconds
+ Intermezzo Residuum: 269872.97
+ ----- Intermezzo Ende -----
+ Inner Loop: : PSI Inner Loop with Abbruchkriterium Residuum zu erreichen 288469.52 und m_max 3
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.65 seconds
+ PhiAdjSO: : Starting ImplicitMidpointRule (Order=2)
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.72 seconds
+ PhiAdjSO: : 1:03.21 minutes
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.75 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.96 seconds
+ Initialization: 0.52 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.91 seconds
+ Inner Loop: : InnerCG resNorm : 262736.76
+ Inner Loop: : Time needed for inner loop: 3:11.61 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 0 brauchte 1 = m innere Iterationen
+ Inner Loop: : 3:11.61 minutes
+ FWISO Subproblem: 5: d(11): Finished first / second inner loop ( 5, 1 steps )
+ *************************************
+ Residuumnorm 2: 262736.76
+
+
+ Iteration Main Looop Counting Variable iter: 12
+
+ iteration: 12 PROBLEM Number: 0
+ FWISO problem 0: d(12)
+ shot: 0: Solving forward problem...
+ Initialization: 0.61 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 27.13 seconds
+ Assembling Linearized Operators
+ Assembling Linearized Operators
+ Done!
+ Done!
+ after NonlinearEvaluation 118708
+ Prä-Residuumnorm: 352124.05
+ Inner Loop: : FIRST ORDER Inner Loop with Abbruchkriterium Residuum zu erreichen 308221.77 und m_max 5
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.42 seconds
+ Initialization: 0.48 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.61 seconds
+ Inner Loop: : InnerCG resNorm : 330257.16
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.50 seconds
+ Initialization: 0.50 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.51 seconds
+ Inner Loop: : InnerCG resNorm : 310958.35
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.47 seconds
+ Initialization: 0.48 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.50 seconds
+ Inner Loop: : InnerCG resNorm : 295051.76
+ Inner Loop: : Time needed for inner loop: 3:08.68 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 1 brauchte 3 = m innere Iterationen
+ Inner Loop: : 3:08.68 minutes
+ Residuumnorm 1: 295051.76
+ ----- Intermezzo: Change Operators and Recalculate Residuum -----
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.60 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.53 seconds
+ Initialization: 0.49 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.96 seconds
+ Intermezzo Residuum: 295059.25
+ ----- Intermezzo Ende -----
+ Inner Loop: : PSI Inner Loop with Abbruchkriterium Residuum zu erreichen 288075.14 und m_max 4
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.73 seconds
+ PhiAdjSO: : Starting ImplicitMidpointRule (Order=2)
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.72 seconds
+ PhiAdjSO: : 1:03.05 minutes
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.72 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.76 seconds
+ Initialization: 0.51 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.91 seconds
+ Inner Loop: : InnerCG resNorm : 287242.2
+ Inner Loop: : Time needed for inner loop: 3:11.14 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 0 brauchte 1 = m innere Iterationen
+ Inner Loop: : 3:11.14 minutes
+ FWISO Subproblem: 0: d(12): Finished first / second inner loop ( 3, 1 steps )
+ *************************************
+ Residuumnorm 2: 287242.2
+
+ iteration: 12 PROBLEM Number: 1
+ FWISO problem 1: d(12)
+ shot: 1: Solving forward problem...
+ Initialization: 0.61 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 27.21 seconds
+ Assembling Linearized Operators
+ Assembling Linearized Operators
+ Done!
+ Done!
+ after NonlinearEvaluation 118818
+ Prä-Residuumnorm: 375739.71
+ Inner Loop: : FIRST ORDER Inner Loop with Abbruchkriterium Residuum zu erreichen 354917.17 und m_max 4
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.47 seconds
+ Initialization: 0.48 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.75 seconds
+ Inner Loop: : InnerCG resNorm : 338647.04
+ Inner Loop: : Time needed for inner loop: 1:03.11 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 1 brauchte 1 = m innere Iterationen
+ Inner Loop: : 1:03.11 minutes
+ Residuumnorm 1: 338647.04
+ ----- Intermezzo: Change Operators and Recalculate Residuum -----
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.64 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.63 seconds
+ Initialization: 0.52 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 32.02 seconds
+ Intermezzo Residuum: 338646.91
+ ----- Intermezzo Ende -----
+ Inner Loop: : PSI Inner Loop with Abbruchkriterium Residuum zu erreichen 309124.59 und m_max 4
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.76 seconds
+ PhiAdjSO: : Starting ImplicitMidpointRule (Order=2)
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.64 seconds
+ PhiAdjSO: : 1:02.91 minutes
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.61 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.70 seconds
+ Initialization: 0.48 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.94 seconds
+ Inner Loop: : InnerCG resNorm : 325572.05
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.85 seconds
+ PhiAdjSO: : Starting ImplicitMidpointRule (Order=2)
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.61 seconds
+ PhiAdjSO: : 1:02.90 minutes
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.73 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.80 seconds
+ Initialization: 0.52 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.99 seconds
+ Inner Loop: : InnerCG resNorm : 308741.27
+ Inner Loop: : Time needed for inner loop: 6:22.35 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 0 brauchte 2 = m innere Iterationen
+ Inner Loop: : 6:22.35 minutes
+ FWISO Subproblem: 1: d(12): Finished first / second inner loop ( 1, 2 steps )
+ *************************************
+ Residuumnorm 2: 308741.27
+
+ iteration: 12 PROBLEM Number: 2
+ FWISO problem 2: d(12)
+ shot: 2: Solving forward problem...
+ Initialization: 0.61 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 27.35 seconds
+ Assembling Linearized Operators
+ Assembling Linearized Operators
+ Done!
+ Done!
+ after NonlinearEvaluation 118965
+ Prä-Residuumnorm: 545137.81
+ Inner Loop: : FIRST ORDER Inner Loop with Abbruchkriterium Residuum zu erreichen 518130.14 und m_max 4
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.42 seconds
+ Initialization: 0.51 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.68 seconds
+ Inner Loop: : InnerCG resNorm : 499550.47
+ Inner Loop: : Time needed for inner loop: 1:02.97 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 1 brauchte 1 = m innere Iterationen
+ Inner Loop: : 1:02.97 minutes
+ Residuumnorm 1: 499550.47
+ ----- Intermezzo: Change Operators and Recalculate Residuum -----
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.59 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.56 seconds
+ Initialization: 0.51 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.77 seconds
+ Intermezzo Residuum: 499540.18
+ ----- Intermezzo Ende -----
+ Inner Loop: : PSI Inner Loop with Abbruchkriterium Residuum zu erreichen 448958.42 und m_max 4
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.63 seconds
+ PhiAdjSO: : Starting ImplicitMidpointRule (Order=2)
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.56 seconds
+ PhiAdjSO: : 1:02.75 minutes
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.47 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.68 seconds
+ Initialization: 0.50 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.67 seconds
+ Inner Loop: : InnerCG resNorm : 483014.49
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.72 seconds
+ PhiAdjSO: : Starting ImplicitMidpointRule (Order=2)
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.58 seconds
+ PhiAdjSO: : 1:02.89 minutes
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.71 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.09 seconds
+ Initialization: 0.51 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.80 seconds
+ Inner Loop: : InnerCG resNorm : 456480.55
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.66 seconds
+ PhiAdjSO: : Starting ImplicitMidpointRule (Order=2)
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.57 seconds
+ PhiAdjSO: : 1:03.01 minutes
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.63 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.87 seconds
+ Initialization: 0.50 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.80 seconds
+ Inner Loop: : InnerCG resNorm : 439625.59
+ Inner Loop: : Time needed for inner loop: 9:32.52 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 0 brauchte 3 = m innere Iterationen
+ Inner Loop: : 9:32.52 minutes
+ FWISO Subproblem: 2: d(12): Finished first / second inner loop ( 1, 3 steps )
+ *************************************
+ Residuumnorm 2: 439625.59
+
+ iteration: 12 PROBLEM Number: 3
+ FWISO problem 3: d(12)
+ shot: 3: Solving forward problem...
+ Initialization: 0.61 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 27.28 seconds
+ Assembling Linearized Operators
+ Assembling Linearized Operators
+ Done!
+ Done!
+ after NonlinearEvaluation 118993
+ Prä-Residuumnorm: 577842.65
+ Inner Loop: : FIRST ORDER Inner Loop with Abbruchkriterium Residuum zu erreichen 519321.32 und m_max 6
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.45 seconds
+ Initialization: 0.49 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.56 seconds
+ Inner Loop: : InnerCG resNorm : 524303.87
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.47 seconds
+ Initialization: 0.49 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.51 seconds
+ Inner Loop: : InnerCG resNorm : 493204.23
+ Inner Loop: : Time needed for inner loop: 2:05.76 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 1 brauchte 2 = m innere Iterationen
+ Inner Loop: : 2:05.76 minutes
+ Residuumnorm 1: 493204.23
+ ----- Intermezzo: Change Operators and Recalculate Residuum -----
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.66 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.61 seconds
+ Initialization: 0.50 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.74 seconds
+ Intermezzo Residuum: 493197.59
+ ----- Intermezzo Ende -----
+ Inner Loop: : PSI Inner Loop with Abbruchkriterium Residuum zu erreichen 442620.21 und m_max 3
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.82 seconds
+ PhiAdjSO: : Starting ImplicitMidpointRule (Order=2)
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.54 seconds
+ PhiAdjSO: : 1:02.82 minutes
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.42 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.69 seconds
+ Initialization: 0.52 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.75 seconds
+ Inner Loop: : InnerCG resNorm : 477693.33
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.66 seconds
+ PhiAdjSO: : Starting ImplicitMidpointRule (Order=2)
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.60 seconds
+ PhiAdjSO: : 1:02.89 minutes
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.60 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.66 seconds
+ Initialization: 0.50 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.68 seconds
+ Inner Loop: : InnerCG resNorm : 458846.46
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.47 seconds
+ PhiAdjSO: : Starting ImplicitMidpointRule (Order=2)
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.46 seconds
+ PhiAdjSO: : 1:02.64 minutes
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.51 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.73 seconds
+ Initialization: 0.50 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.91 seconds
+ Inner Loop: : InnerCG resNorm : 421504.39
+ Inner Loop: : Time needed for inner loop: 9:31.60 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 0 brauchte 3 = m innere Iterationen
+ Inner Loop: : 9:31.60 minutes
+ FWISO Subproblem: 3: d(12): Finished first / second inner loop ( 2, 3 steps )
+ *************************************
+ Residuumnorm 2: 421504.39
+
+ iteration: 12 PROBLEM Number: 4
+ FWISO problem 4: d(12)
+ shot: 4: Solving forward problem...
+ Initialization: 0.61 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 27.27 seconds
+ Assembling Linearized Operators
+ Assembling Linearized Operators
+ Done!
+ Done!
+ after NonlinearEvaluation 118991
+ Prä-Residuumnorm: 400060.44
+ Inner Loop: : FIRST ORDER Inner Loop with Abbruchkriterium Residuum zu erreichen 332760.14 und m_max 10
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.39 seconds
+ Initialization: 0.48 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.62 seconds
+ Inner Loop: : InnerCG resNorm : 353570.45
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.43 seconds
+ Initialization: 0.49 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.57 seconds
+ Inner Loop: : InnerCG resNorm : 333340.18
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.50 seconds
+ Initialization: 0.50 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.69 seconds
+ Inner Loop: : InnerCG resNorm : 321199.49
+ Inner Loop: : Time needed for inner loop: 3:08.89 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 1 brauchte 3 = m innere Iterationen
+ Inner Loop: : 3:08.89 minutes
+ Residuumnorm 1: 321199.49
+ ----- Intermezzo: Change Operators and Recalculate Residuum -----
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.83 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.76 seconds
+ Initialization: 0.50 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.97 seconds
+ Intermezzo Residuum: 321191.17
+ ----- Intermezzo Ende -----
+ Inner Loop: : PSI Inner Loop with Abbruchkriterium Residuum zu erreichen 329511.91 und m_max 4
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.99 seconds
+ PhiAdjSO: : Starting ImplicitMidpointRule (Order=2)
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.64 seconds
+ PhiAdjSO: : 1:02.91 minutes
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.79 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.79 seconds
+ Initialization: 0.49 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.91 seconds
+ Inner Loop: : InnerCG resNorm : 314985.87
+ Inner Loop: : Time needed for inner loop: 3:11.41 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 0 brauchte 1 = m innere Iterationen
+ Inner Loop: : 3:11.41 minutes
+ FWISO Subproblem: 4: d(12): Finished first / second inner loop ( 3, 1 steps )
+ *************************************
+ Residuumnorm 2: 314985.87
+
+ iteration: 12 PROBLEM Number: 5
+ FWISO problem 5: d(12)
+ shot: 5: Solving forward problem...
+ Initialization: 0.62 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 27.26 seconds
+ Assembling Linearized Operators
+ Assembling Linearized Operators
+ Done!
+ Done!
+ after NonlinearEvaluation 119070
+ Prä-Residuumnorm: 334247.9
+ Inner Loop: : FIRST ORDER Inner Loop with Abbruchkriterium Residuum zu erreichen 289681.86 und m_max 8
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.46 seconds
+ Initialization: 0.51 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.49 seconds
+ Inner Loop: : InnerCG resNorm : 310736.26
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.56 seconds
+ Initialization: 0.51 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.57 seconds
+ Inner Loop: : InnerCG resNorm : 295757.93
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.62 seconds
+ Initialization: 0.48 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.52 seconds
+ Inner Loop: : InnerCG resNorm : 283761.92
+ Inner Loop: : Time needed for inner loop: 3:08.89 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 1 brauchte 3 = m innere Iterationen
+ Inner Loop: : 3:08.89 minutes
+ Residuumnorm 1: 283761.92
+ ----- Intermezzo: Change Operators and Recalculate Residuum -----
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.58 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.67 seconds
+ Initialization: 0.53 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.76 seconds
+ Intermezzo Residuum: 283755.84
+ ----- Intermezzo Ende -----
+ Inner Loop: : PSI Inner Loop with Abbruchkriterium Residuum zu erreichen 250080.3 und m_max 3
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.89 seconds
+ PhiAdjSO: : Starting ImplicitMidpointRule (Order=2)
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.81 seconds
+ PhiAdjSO: : 1:03.20 minutes
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.70 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.88 seconds
+ Initialization: 0.50 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.75 seconds
+ Inner Loop: : InnerCG resNorm : 277052.03
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.59 seconds
+ PhiAdjSO: : Starting ImplicitMidpointRule (Order=2)
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.58 seconds
+ PhiAdjSO: : 1:02.93 minutes
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.52 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.85 seconds
+ Initialization: 0.51 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 32.02 seconds
+ Inner Loop: : InnerCG resNorm : 270914.31
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.64 seconds
+ PhiAdjSO: : Starting ImplicitMidpointRule (Order=2)
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.56 seconds
+ PhiAdjSO: : 1:02.91 minutes
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.55 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.78 seconds
+ Initialization: 0.49 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 32.00 seconds
+ Inner Loop: : InnerCG resNorm : 261818.25
+ Inner Loop: : Time needed for inner loop: 9:33.62 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 0 brauchte 3 = m innere Iterationen
+ Inner Loop: : 9:33.62 minutes
+ FWISO Subproblem: 5: d(12): Finished first / second inner loop ( 3, 3 steps )
+ *************************************
+ Residuumnorm 2: 261818.25
+
+
+ Iteration Main Looop Counting Variable iter: 13
+
+ iteration: 13 PROBLEM Number: 0
+ FWISO problem 0: d(13)
+ shot: 0: Solving forward problem...
+ Initialization: 0.61 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 27.41 seconds
+ Assembling Linearized Operators
+ Assembling Linearized Operators
+ Done!
+ Done!
+ after NonlinearEvaluation 119130
+ Prä-Residuumnorm: 340210.22
+ Inner Loop: : FIRST ORDER Inner Loop with Abbruchkriterium Residuum zu erreichen 268014.01 und m_max 6
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.44 seconds
+ Initialization: 0.50 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.65 seconds
+ Inner Loop: : InnerCG resNorm : 309411.29
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.57 seconds
+ Initialization: 0.50 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.68 seconds
+ Inner Loop: : InnerCG resNorm : 293110.52
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.49 seconds
+ Initialization: 0.49 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.53 seconds
+ Inner Loop: : InnerCG resNorm : 283251.92
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.61 seconds
+ Initialization: 0.51 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.70 seconds
+ Inner Loop: : InnerCG resNorm : 269642.39
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.52 seconds
+ Initialization: 0.53 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.67 seconds
+ Inner Loop: : InnerCG resNorm : 259050.54
+ Inner Loop: : Time needed for inner loop: 5:15.28 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 1 brauchte 5 = m innere Iterationen
+ Inner Loop: : 5:15.28 minutes
+ Residuumnorm 1: 259050.54
+ ----- Intermezzo: Change Operators and Recalculate Residuum -----
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.74 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.63 seconds
+ Initialization: 0.51 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.92 seconds
+ Intermezzo Residuum: 259050.04
+ ----- Intermezzo Ende -----
+ Inner Loop: : PSI Inner Loop with Abbruchkriterium Residuum zu erreichen 250495.52 und m_max 2
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.86 seconds
+ PhiAdjSO: : Starting ImplicitMidpointRule (Order=2)
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.69 seconds
+ PhiAdjSO: : 1:02.99 minutes
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.65 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.51 seconds
+ Initialization: 0.53 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.74 seconds
+ Inner Loop: : InnerCG resNorm : 252415.64
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.87 seconds
+ PhiAdjSO: : Starting ImplicitMidpointRule (Order=2)
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.58 seconds
+ PhiAdjSO: : 1:02.91 minutes
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.56 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.57 seconds
+ Initialization: 0.52 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.73 seconds
+ Inner Loop: : InnerCG resNorm : 245875.51
+ Inner Loop: : Time needed for inner loop: 6:21.58 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 0 brauchte 2 = m innere Iterationen
+ Inner Loop: : 6:21.58 minutes
+ FWISO Subproblem: 0: d(13): Finished first / second inner loop ( 5, 2 steps )
+ *************************************
+ Residuumnorm 2: 245875.51
+
+ iteration: 13 PROBLEM Number: 1
+ FWISO problem 1: d(13)
+ shot: 1: Solving forward problem...
+ Initialization: 0.61 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 27.27 seconds
+ Assembling Linearized Operators
+ Assembling Linearized Operators
+ Done!
+ Done!
+ after NonlinearEvaluation 119246
+ Prä-Residuumnorm: 385919.61
+ Inner Loop: : FIRST ORDER Inner Loop with Abbruchkriterium Residuum zu erreichen 328079.63 und m_max 4
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.39 seconds
+ Initialization: 0.53 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.54 seconds
+ Inner Loop: : InnerCG resNorm : 349393.01
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.52 seconds
+ Initialization: 0.57 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.66 seconds
+ Inner Loop: : InnerCG resNorm : 324762.42
+ Inner Loop: : Time needed for inner loop: 2:05.82 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 1 brauchte 2 = m innere Iterationen
+ Inner Loop: : 2:05.82 minutes
+ Residuumnorm 1: 324762.42
+ ----- Intermezzo: Change Operators and Recalculate Residuum -----
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.63 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.56 seconds
+ Initialization: 0.52 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.88 seconds
+ Intermezzo Residuum: 324764.55
+ ----- Intermezzo Ende -----
+ Inner Loop: : PSI Inner Loop with Abbruchkriterium Residuum zu erreichen 351709.64 und m_max 3
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.75 seconds
+ PhiAdjSO: : Starting ImplicitMidpointRule (Order=2)
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.56 seconds
+ PhiAdjSO: : 1:02.96 minutes
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.45 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.68 seconds
+ Initialization: 0.49 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.80 seconds
+ Inner Loop: : InnerCG resNorm : 312780.68
+ Inner Loop: : Time needed for inner loop: 3:10.75 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 0 brauchte 1 = m innere Iterationen
+ Inner Loop: : 3:10.75 minutes
+ FWISO Subproblem: 1: d(13): Finished first / second inner loop ( 2, 1 steps )
+ *************************************
+ Residuumnorm 2: 312780.68
+
+ iteration: 13 PROBLEM Number: 2
+ FWISO problem 2: d(13)
+ shot: 2: Solving forward problem...
+ Initialization: 0.61 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 27.20 seconds
+ Assembling Linearized Operators
+ Assembling Linearized Operators
+ Done!
+ Done!
+ after NonlinearEvaluation 119255
+ Prä-Residuumnorm: 532699.77
+ Inner Loop: : FIRST ORDER Inner Loop with Abbruchkriterium Residuum zu erreichen 455677.49 und m_max 4
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.40 seconds
+ Initialization: 0.51 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.57 seconds
+ Inner Loop: : InnerCG resNorm : 488188.87
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.45 seconds
+ Initialization: 0.52 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.67 seconds
+ Inner Loop: : InnerCG resNorm : 463058.86
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.51 seconds
+ Initialization: 0.49 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.86 seconds
+ Inner Loop: : InnerCG resNorm : 443697.99
+ Inner Loop: : Time needed for inner loop: 3:09.08 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 1 brauchte 3 = m innere Iterationen
+ Inner Loop: : 3:09.08 minutes
+ Residuumnorm 1: 443697.99
+ ----- Intermezzo: Change Operators and Recalculate Residuum -----
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.71 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.67 seconds
+ Initialization: 0.51 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.75 seconds
+ Intermezzo Residuum: 443698.15
+ ----- Intermezzo Ende -----
+ Inner Loop: : PSI Inner Loop with Abbruchkriterium Residuum zu erreichen 501371.46 und m_max 4
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.64 seconds
+ PhiAdjSO: : Starting ImplicitMidpointRule (Order=2)
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.61 seconds
+ PhiAdjSO: : 1:02.92 minutes
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.41 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.56 seconds
+ Initialization: 0.52 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.68 seconds
+ Inner Loop: : InnerCG resNorm : 430766.84
+ Inner Loop: : Time needed for inner loop: 3:10.21 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 0 brauchte 1 = m innere Iterationen
+ Inner Loop: : 3:10.21 minutes
+ FWISO Subproblem: 2: d(13): Finished first / second inner loop ( 3, 1 steps )
+ *************************************
+ Residuumnorm 2: 430766.84
+
+ iteration: 13 PROBLEM Number: 3
+ FWISO problem 3: d(13)
+ shot: 3: Solving forward problem...
+ Initialization: 0.61 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 27.20 seconds
+ Assembling Linearized Operators
+ Assembling Linearized Operators
+ Done!
+ Done!
+ after NonlinearEvaluation 119337
+ Prä-Residuumnorm: 516869.5
+ Inner Loop: : FIRST ORDER Inner Loop with Abbruchkriterium Residuum zu erreichen 418070.93 und m_max 6
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.47 seconds
+ Initialization: 0.49 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.63 seconds
+ Inner Loop: : InnerCG resNorm : 468847.65
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.51 seconds
+ Initialization: 0.50 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.55 seconds
+ Inner Loop: : InnerCG resNorm : 446498.44
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.55 seconds
+ Initialization: 0.54 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.56 seconds
+ Inner Loop: : InnerCG resNorm : 429541.4
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.56 seconds
+ Initialization: 0.48 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.50 seconds
+ Inner Loop: : InnerCG resNorm : 413603.85
+ Inner Loop: : Time needed for inner loop: 4:11.86 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 1 brauchte 4 = m innere Iterationen
+ Inner Loop: : 4:11.86 minutes
+ Residuumnorm 1: 413603.85
+ ----- Intermezzo: Change Operators and Recalculate Residuum -----
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.71 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.66 seconds
+ Initialization: 0.51 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.97 seconds
+ Intermezzo Residuum: 413615.31
+ ----- Intermezzo Ende -----
+ Inner Loop: : PSI Inner Loop with Abbruchkriterium Residuum zu erreichen 476551.51 und m_max 4
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.59 seconds
+ PhiAdjSO: : Starting ImplicitMidpointRule (Order=2)
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.59 seconds
+ PhiAdjSO: : 1:02.93 minutes
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.59 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.64 seconds
+ Initialization: 0.50 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.72 seconds
+ Inner Loop: : InnerCG resNorm : 404010.38
+ Inner Loop: : Time needed for inner loop: 3:10.56 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 0 brauchte 1 = m innere Iterationen
+ Inner Loop: : 3:10.56 minutes
+ FWISO Subproblem: 3: d(13): Finished first / second inner loop ( 4, 1 steps )
+ *************************************
+ Residuumnorm 2: 404010.38
+
+ iteration: 13 PROBLEM Number: 4
+ FWISO problem 4: d(13)
+ shot: 4: Solving forward problem...
+ Initialization: 0.61 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 27.25 seconds
+ Assembling Linearized Operators
+ Assembling Linearized Operators
+ Done!
+ Done!
+ after NonlinearEvaluation 119402
+ Prä-Residuumnorm: 359281.11
+ Inner Loop: : FIRST ORDER Inner Loop with Abbruchkriterium Residuum zu erreichen 268956.83 und m_max 9
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.40 seconds
+ Initialization: 0.49 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.76 seconds
+ Inner Loop: : InnerCG resNorm : 336936.4
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.53 seconds
+ Initialization: 0.49 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.69 seconds
+ Inner Loop: : InnerCG resNorm : 319328.3
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.52 seconds
+ Initialization: 0.50 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.67 seconds
+ Inner Loop: : InnerCG resNorm : 309463.32
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.55 seconds
+ Initialization: 0.53 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.85 seconds
+ Inner Loop: : InnerCG resNorm : 300698.57
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.56 seconds
+ Initialization: 0.57 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.90 seconds
+ Inner Loop: : InnerCG resNorm : 291365.99
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.59 seconds
+ Initialization: 0.49 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.81 seconds
+ Inner Loop: : InnerCG resNorm : 282813.07
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.54 seconds
+ Initialization: 0.50 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.83 seconds
+ Inner Loop: : InnerCG resNorm : 274485.71
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.59 seconds
+ Initialization: 0.52 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.78 seconds
+ Inner Loop: : InnerCG resNorm : 266563.73
+ Inner Loop: : Time needed for inner loop: 8:25.64 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 1 brauchte 8 = m innere Iterationen
+ Inner Loop: : 8:25.64 minutes
+ Residuumnorm 1: 266563.73
+ ----- Intermezzo: Change Operators and Recalculate Residuum -----
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.80 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.74 seconds
+ Initialization: 0.52 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.96 seconds
+ Intermezzo Residuum: 266563.3
+ ----- Intermezzo Ende -----
+ Inner Loop: : PSI Inner Loop with Abbruchkriterium Residuum zu erreichen 266331.42 und m_max 2
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.95 seconds
+ PhiAdjSO: : Starting ImplicitMidpointRule (Order=2)
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.70 seconds
+ PhiAdjSO: : 1:03.12 minutes
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.70 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.72 seconds
+ Initialization: 0.50 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.85 seconds
+ Inner Loop: : InnerCG resNorm : 260482.5
+ Inner Loop: : Time needed for inner loop: 3:11.37 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 0 brauchte 1 = m innere Iterationen
+ Inner Loop: : 3:11.37 minutes
+ FWISO Subproblem: 4: d(13): Finished first / second inner loop ( 8, 1 steps )
+ *************************************
+ Residuumnorm 2: 260482.5
+
+ iteration: 13 PROBLEM Number: 5
+ FWISO problem 5: d(13)
+ shot: 5: Solving forward problem...
+ Initialization: 0.61 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 27.28 seconds
+ Assembling Linearized Operators
+ Assembling Linearized Operators
+ Done!
+ Done!
+ after NonlinearEvaluation 119475
+ Prä-Residuumnorm: 329175.9
+ Inner Loop: : FIRST ORDER Inner Loop with Abbruchkriterium Residuum zu erreichen 256757.51 und m_max 8
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.47 seconds
+ Initialization: 0.46 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.76 seconds
+ Inner Loop: : InnerCG resNorm : 291738.85
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.56 seconds
+ Initialization: 0.50 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.71 seconds
+ Inner Loop: : InnerCG resNorm : 280013.96
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.55 seconds
+ Initialization: 0.50 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.63 seconds
+ Inner Loop: : InnerCG resNorm : 270891.85
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.56 seconds
+ Initialization: 0.53 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.50 seconds
+ Inner Loop: : InnerCG resNorm : 255613.13
+ Inner Loop: : Time needed for inner loop: 4:12.29 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 1 brauchte 4 = m innere Iterationen
+ Inner Loop: : 4:12.29 minutes
+ Residuumnorm 1: 255613.13
+ ----- Intermezzo: Change Operators and Recalculate Residuum -----
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.65 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.64 seconds
+ Initialization: 0.49 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.68 seconds
+ Intermezzo Residuum: 255613.9
+ ----- Intermezzo Ende -----
+ Inner Loop: : PSI Inner Loop with Abbruchkriterium Residuum zu erreichen 301545.76 und m_max 4
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.86 seconds
+ PhiAdjSO: : Starting ImplicitMidpointRule (Order=2)
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.59 seconds
+ PhiAdjSO: : 1:02.83 minutes
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.70 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.80 seconds
+ Initialization: 0.53 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.81 seconds
+ Inner Loop: : InnerCG resNorm : 247976.39
+ Inner Loop: : Time needed for inner loop: 3:11.06 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 0 brauchte 1 = m innere Iterationen
+ Inner Loop: : 3:11.06 minutes
+ FWISO Subproblem: 5: d(13): Finished first / second inner loop ( 4, 1 steps )
+ *************************************
+ Residuumnorm 2: 247976.39
+
+
+ Iteration Main Looop Counting Variable iter: 14
+
+ iteration: 14 PROBLEM Number: 0
+ FWISO problem 0: d(14)
+ shot: 0: Solving forward problem...
+ Initialization: 0.61 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 27.30 seconds
+ Assembling Linearized Operators
+ Assembling Linearized Operators
+ Done!
+ Done!
+ after NonlinearEvaluation 119639
+ Prä-Residuumnorm: 310524.23
+ Inner Loop: : FIRST ORDER Inner Loop with Abbruchkriterium Residuum zu erreichen 270986.31 und m_max 8
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.49 seconds
+ Initialization: 0.50 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.60 seconds
+ Inner Loop: : InnerCG resNorm : 294463.82
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.50 seconds
+ Initialization: 0.51 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.50 seconds
+ Inner Loop: : InnerCG resNorm : 275539.53
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.53 seconds
+ Initialization: 0.51 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.55 seconds
+ Inner Loop: : InnerCG resNorm : 263132.5
+ Inner Loop: : Time needed for inner loop: 3:08.81 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 1 brauchte 3 = m innere Iterationen
+ Inner Loop: : 3:08.81 minutes
+ Residuumnorm 1: 263132.5
+ ----- Intermezzo: Change Operators and Recalculate Residuum -----
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.72 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.52 seconds
+ Initialization: 0.52 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.85 seconds
+ Intermezzo Residuum: 263133.4
+ ----- Intermezzo Ende -----
+ Inner Loop: : PSI Inner Loop with Abbruchkriterium Residuum zu erreichen 269581.03 und m_max 3
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.56 seconds
+ PhiAdjSO: : Starting ImplicitMidpointRule (Order=2)
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.59 seconds
+ PhiAdjSO: : 1:02.82 minutes
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.56 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.65 seconds
+ Initialization: 0.50 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.96 seconds
+ Inner Loop: : InnerCG resNorm : 258158.81
+ Inner Loop: : Time needed for inner loop: 3:10.75 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 0 brauchte 1 = m innere Iterationen
+ Inner Loop: : 3:10.75 minutes
+ FWISO Subproblem: 0: d(14): Finished first / second inner loop ( 3, 1 steps )
+ *************************************
+ Residuumnorm 2: 258158.81
+
+ iteration: 14 PROBLEM Number: 1
+ FWISO problem 1: d(14)
+ shot: 1: Solving forward problem...
+ Initialization: 0.61 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 27.27 seconds
+ Assembling Linearized Operators
+ Assembling Linearized Operators
+ Done!
+ Done!
+ after NonlinearEvaluation 119661
+ Prä-Residuumnorm: 359357.11
+ Inner Loop: : FIRST ORDER Inner Loop with Abbruchkriterium Residuum zu erreichen 332427.66 und m_max 3
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.58 seconds
+ Initialization: 0.49 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.75 seconds
+ Inner Loop: : InnerCG resNorm : 328240.09
+ Inner Loop: : Time needed for inner loop: 1:03.22 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 1 brauchte 1 = m innere Iterationen
+ Inner Loop: : 1:03.22 minutes
+ Residuumnorm 1: 328240.09
+ ----- Intermezzo: Change Operators and Recalculate Residuum -----
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.77 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.58 seconds
+ Initialization: 0.51 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.86 seconds
+ Intermezzo Residuum: 328232.44
+ ----- Intermezzo Ende -----
+ Inner Loop: : PSI Inner Loop with Abbruchkriterium Residuum zu erreichen 294751.61 und m_max 3
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.68 seconds
+ PhiAdjSO: : Starting ImplicitMidpointRule (Order=2)
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.64 seconds
+ PhiAdjSO: : 1:02.94 minutes
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.49 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.68 seconds
+ Initialization: 0.49 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.70 seconds
+ Inner Loop: : InnerCG resNorm : 315162.04
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.48 seconds
+ PhiAdjSO: : Starting ImplicitMidpointRule (Order=2)
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.51 seconds
+ PhiAdjSO: : 1:02.85 minutes
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.67 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.81 seconds
+ Initialization: 0.51 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.90 seconds
+ Inner Loop: : InnerCG resNorm : 294040.85
+ Inner Loop: : Time needed for inner loop: 6:21.48 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 0 brauchte 2 = m innere Iterationen
+ Inner Loop: : 6:21.48 minutes
+ FWISO Subproblem: 1: d(14): Finished first / second inner loop ( 1, 2 steps )
+ *************************************
+ Residuumnorm 2: 294040.85
+
+ iteration: 14 PROBLEM Number: 2
+ FWISO problem 2: d(14)
+ shot: 2: Solving forward problem...
+ Initialization: 0.61 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 27.32 seconds
+ Assembling Linearized Operators
+ Assembling Linearized Operators
+ Done!
+ Done!
+ after NonlinearEvaluation 119707
+ Prä-Residuumnorm: 514172.18
+ Inner Loop: : FIRST ORDER Inner Loop with Abbruchkriterium Residuum zu erreichen 489391.05 und m_max 4
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.49 seconds
+ Initialization: 0.50 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.66 seconds
+ Inner Loop: : InnerCG resNorm : 475955.46
+ Inner Loop: : Time needed for inner loop: 1:03.04 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 1 brauchte 1 = m innere Iterationen
+ Inner Loop: : 1:03.04 minutes
+ Residuumnorm 1: 475955.46
+ ----- Intermezzo: Change Operators and Recalculate Residuum -----
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.54 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.55 seconds
+ Initialization: 0.50 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.67 seconds
+ Intermezzo Residuum: 475947.68
+ ----- Intermezzo Ende -----
+ Inner Loop: : PSI Inner Loop with Abbruchkriterium Residuum zu erreichen 435540.14 und m_max 4
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.57 seconds
+ PhiAdjSO: : Starting ImplicitMidpointRule (Order=2)
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.65 seconds
+ PhiAdjSO: : 1:02.92 minutes
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.48 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.68 seconds
+ Initialization: 0.50 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.78 seconds
+ Inner Loop: : InnerCG resNorm : 462230.75
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.40 seconds
+ PhiAdjSO: : Starting ImplicitMidpointRule (Order=2)
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.39 seconds
+ PhiAdjSO: : 1:02.73 minutes
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.31 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.82 seconds
+ Initialization: 0.50 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.83 seconds
+ Inner Loop: : InnerCG resNorm : 438548.3
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.67 seconds
+ PhiAdjSO: : Starting ImplicitMidpointRule (Order=2)
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.55 seconds
+ PhiAdjSO: : 1:02.96 minutes
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.43 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.87 seconds
+ Initialization: 0.53 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.85 seconds
+ Inner Loop: : InnerCG resNorm : 417324.23
+ Inner Loop: : Time needed for inner loop: 9:31.75 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 0 brauchte 3 = m innere Iterationen
+ Inner Loop: : 9:31.75 minutes
+ FWISO Subproblem: 2: d(14): Finished first / second inner loop ( 1, 3 steps )
+ *************************************
+ Residuumnorm 2: 417324.23
+
+ iteration: 14 PROBLEM Number: 3
+ FWISO problem 3: d(14)
+ shot: 3: Solving forward problem...
+ Initialization: 0.61 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 27.30 seconds
+ Assembling Linearized Operators
+ Assembling Linearized Operators
+ Done!
+ Done!
+ after NonlinearEvaluation 119670
+ Prä-Residuumnorm: 511648.95
+ Inner Loop: : FIRST ORDER Inner Loop with Abbruchkriterium Residuum zu erreichen 462748.62 und m_max 6
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.35 seconds
+ Initialization: 0.50 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.53 seconds
+ Inner Loop: : InnerCG resNorm : 469448.12
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.48 seconds
+ Initialization: 0.51 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.44 seconds
+ Inner Loop: : InnerCG resNorm : 441705.13
+ Inner Loop: : Time needed for inner loop: 2:05.56 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 1 brauchte 2 = m innere Iterationen
+ Inner Loop: : 2:05.56 minutes
+ Residuumnorm 1: 441705.13
+ ----- Intermezzo: Change Operators and Recalculate Residuum -----
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.48 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.51 seconds
+ Initialization: 0.50 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.69 seconds
+ Intermezzo Residuum: 441691.27
+ ----- Intermezzo Ende -----
+ Inner Loop: : PSI Inner Loop with Abbruchkriterium Residuum zu erreichen 424564.37 und m_max 4
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.70 seconds
+ PhiAdjSO: : Starting ImplicitMidpointRule (Order=2)
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.53 seconds
+ PhiAdjSO: : 1:02.62 minutes
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.64 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.72 seconds
+ Initialization: 0.49 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.80 seconds
+ Inner Loop: : InnerCG resNorm : 429017.17
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.69 seconds
+ PhiAdjSO: : Starting ImplicitMidpointRule (Order=2)
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.39 seconds
+ PhiAdjSO: : 1:02.67 minutes
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.51 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.72 seconds
+ Initialization: 0.51 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.73 seconds
+ Inner Loop: : InnerCG resNorm : 413617.26
+ Inner Loop: : Time needed for inner loop: 6:21.05 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 0 brauchte 2 = m innere Iterationen
+ Inner Loop: : 6:21.05 minutes
+ FWISO Subproblem: 3: d(14): Finished first / second inner loop ( 2, 2 steps )
+ *************************************
+ Residuumnorm 2: 413617.26
+
+ iteration: 14 PROBLEM Number: 4
+ FWISO problem 4: d(14)
+ shot: 4: Solving forward problem...
+ Initialization: 0.61 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 27.30 seconds
+ Assembling Linearized Operators
+ Assembling Linearized Operators
+ Done!
+ Done!
+ after NonlinearEvaluation 119765
+ Prä-Residuumnorm: 335868.34
+ Inner Loop: : FIRST ORDER Inner Loop with Abbruchkriterium Residuum zu erreichen 304204 und m_max 10
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.33 seconds
+ Initialization: 0.52 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.62 seconds
+ Inner Loop: : InnerCG resNorm : 306009.07
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.45 seconds
+ Initialization: 0.58 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.61 seconds
+ Inner Loop: : InnerCG resNorm : 286482.95
+ Inner Loop: : Time needed for inner loop: 2:05.70 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 1 brauchte 2 = m innere Iterationen
+ Inner Loop: : 2:05.70 minutes
+ Residuumnorm 1: 286482.95
+ ----- Intermezzo: Change Operators and Recalculate Residuum -----
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.48 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.52 seconds
+ Initialization: 0.51 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.73 seconds
+ Intermezzo Residuum: 286475.11
+ ----- Intermezzo Ende -----
+ Inner Loop: : PSI Inner Loop with Abbruchkriterium Residuum zu erreichen 224078.19 und m_max 2
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.85 seconds
+ PhiAdjSO: : Starting ImplicitMidpointRule (Order=2)
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.49 seconds
+ PhiAdjSO: : 1:02.62 minutes
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.50 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.80 seconds
+ Initialization: 0.51 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.76 seconds
+ Inner Loop: : InnerCG resNorm : 280399.61
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.61 seconds
+ PhiAdjSO: : Starting ImplicitMidpointRule (Order=2)
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.55 seconds
+ PhiAdjSO: : 1:02.85 minutes
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.69 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.72 seconds
+ Initialization: 0.51 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.89 seconds
+ Inner Loop: : InnerCG resNorm : 274861.47
+ Inner Loop: : Time needed for inner loop: 6:21.39 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 0 brauchte 2 = m innere Iterationen
+ Inner Loop: : 6:21.39 minutes
+ FWISO Subproblem: 4: d(14): Finished first / second inner loop ( 2, 2 steps )
+ *************************************
+ Residuumnorm 2: 274861.47
+
+ iteration: 14 PROBLEM Number: 5
+ FWISO problem 5: d(14)
+ shot: 5: Solving forward problem...
+ Initialization: 0.61 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 27.20 seconds
+ Assembling Linearized Operators
+ Assembling Linearized Operators
+ Done!
+ Done!
+ after NonlinearEvaluation 119780
+ Prä-Residuumnorm: 279798.83
+ Inner Loop: : FIRST ORDER Inner Loop with Abbruchkriterium Residuum zu erreichen 233632.22 und m_max 7
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.33 seconds
+ Initialization: 0.48 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.59 seconds
+ Inner Loop: : InnerCG resNorm : 266836.21
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.46 seconds
+ Initialization: 0.50 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.49 seconds
+ Inner Loop: : InnerCG resNorm : 254225.99
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.45 seconds
+ Initialization: 0.53 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.50 seconds
+ Inner Loop: : InnerCG resNorm : 246633.4
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.44 seconds
+ Initialization: 0.50 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.47 seconds
+ Inner Loop: : InnerCG resNorm : 236029.82
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.52 seconds
+ Initialization: 0.50 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.63 seconds
+ Inner Loop: : InnerCG resNorm : 228591.39
+ Inner Loop: : Time needed for inner loop: 5:14.29 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 1 brauchte 5 = m innere Iterationen
+ Inner Loop: : 5:14.29 minutes
+ Residuumnorm 1: 228591.39
+ ----- Intermezzo: Change Operators and Recalculate Residuum -----
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.62 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.56 seconds
+ Initialization: 0.51 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.81 seconds
+ Intermezzo Residuum: 228596.68
+ ----- Intermezzo Ende -----
+ Inner Loop: : PSI Inner Loop with Abbruchkriterium Residuum zu erreichen 230681.94 und m_max 4
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.75 seconds
+ PhiAdjSO: : Starting ImplicitMidpointRule (Order=2)
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.59 seconds
+ PhiAdjSO: : 1:02.95 minutes
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.64 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.70 seconds
+ Initialization: 0.49 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.85 seconds
+ Inner Loop: : InnerCG resNorm : 225097.3
+ Inner Loop: : Time needed for inner loop: 3:11.01 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 0 brauchte 1 = m innere Iterationen
+ Inner Loop: : 3:11.01 minutes
+ FWISO Subproblem: 5: d(14): Finished first / second inner loop ( 5, 1 steps )
+ *************************************
+ Residuumnorm 2: 225097.3
+ FWISO: d(15)= 0
+ 2690118
+ 1586895.4
+ 1108691
+ 849141.72
+ 731349.55
+ 669310.88
+ 572036.23
+ 478426.34
+ 468376.76
+ 422405.51
+ 405591.27
+ 380105.41
+ 352124.05
+ 340210.22
+ 310524.23
+
+
+ 2868113.2
+ 1583899.4
+ 1059064.2
+ 882274.71
+ 754686.86
+ 704104.55
+ 625060.96
+ 579000.3
+ 512038.79
+ 472092.06
+ 447010.86
+ 398389.28
+ 375739.71
+ 385919.61
+ 359357.11
+
+
+ 2682703.5
+ 1655011.6
+ 1202482.9
+ 1051337
+ 964502.76
+ 856932.94
+ 759066.12
+ 779732.98
+ 685509.87
+ 677191.22
+ 626059.4
+ 552402.04
+ 545137.81
+ 532699.77
+ 514172.18
+
+
+ 2198808.8
+ 1454070.7
+ 1154319.1
+ 983717.18
+ 932409.54
+ 797072.47
+ 737593.76
+ 728076.33
+ 676033.66
+ 666844.57
+ 647876.81
+ 592901.4
+ 577842.65
+ 516869.5
+ 511648.95
+
+
+ 2149822.4
+ 1340290.9
+ 986145.81
+ 825238.72
+ 751102.95
+ 623008.03
+ 542982.89
+ 526517.15
+ 451843.1
+ 478963.53
+ 430015.15
+ 413062.72
+ 400060.44
+ 359281.11
+ 335868.34
+
+
+ 1686014.7
+ 1150971
+ 803977.79
+ 725433.9
+ 623748.27
+ 559482.92
+ 463257.3
+ 470459.25
+ 399044.69
+ 399453.3
+ 343464.6
+ 347001.73
+ 334247.9
+ 329175.9
+ 279798.83
+
+
+end program after 14:39:30.00 hours on 64 procs at Tue Jun 27 15:22:11 2023
diff --git a/log/2023_06_27_noIC_VpMono_HighResolution/RunMpp.sh b/log/2023_06_27_noIC_VpMono_HighResolution/RunMpp.sh
new file mode 100644
index 00000000..32f1334f
--- /dev/null
+++ b/log/2023_06_27_noIC_VpMono_HighResolution/RunMpp.sh
@@ -0,0 +1,29 @@
+#!/bin/sh
+### Job name
+#SBATCH --job-name=MppFWILennart
+
+### File for the output
+##vorher#SBATCH --output=Mpp%A ???????
+#SBATCH --output=Mpp%A
+
+### Time your job needs to execute
+#SBATCH --time=200:00:00
+
+### Use more than one node for parallel jobs on distributed-memory systems
+###CR Version war 2, 4 geht, sofern genug frei.
+#SBATCH --nodes=8
+###SBATCH --nodes=1
+
+### Number of CPUS per task
+#SBATCH --cpus-per-task=1
+
+### Disable hyperthreading by setting the tasks per core to 1
+#SBATCH --ntasks-per-core=1
+
+#SBATCH --mail-type=ALL
+
+#SBATCH --mail-user=uuwyh@student.kit.edu
+
+### Number of processes per node, in our case
+#SBATCH --ntasks-per-node=16
+mpirun M++
diff --git a/log/2023_06_27_noIC_VpMono_HighResolution/logfile.log b/log/2023_06_27_noIC_VpMono_HighResolution/logfile.log
new file mode 100644
index 00000000..93ef206a
--- /dev/null
+++ b/log/2023_06_27_noIC_VpMono_HighResolution/logfile.log
@@ -0,0 +1,8976 @@
+start program on 128 procs at Mon Jun 26 23:46:11 2023
+Running on: node01
+ reading config: ConfigVerbose........................... 2
+ reading default: enableFileLogging....................... 1
+ reading default: enableScreenLogging..................... 1
+ reading default: precision............................... 8
+ reading default: TimeLevel............................... 0
+ reading config: Model................................... FWIInverse_DGTS
+ reading default: testAAO................................. 0
+ reading config: ForwardSolver........................... VADGTS
+ reading config: ReconstructionType...................... SO
+ reading config: Mesh.................................... SeismogramGrid_test
+ reading config: level................................... 3
+ reading default: plevel.................................. 3
+ reading default: clevel.................................. 3
+ reading config: Distribution............................ RCB
+ reading config: Overlap................................. dG1
+ reading default: Scales.................................. 0
+ reading default: CommSplit............................... 0
+ reading default: DistributionVerbose..................... 0
+ reading default: ClearDistribution....................... 1
+ reading default: MeshesVerbose........................... 1
+ reading default: MeshVerbose............................. 1
+ Overlap: reading default: OverlapVerbose.......................... 0
+ reading default: t0...................................... 0
+ reading config: dt...................................... 0.0005
+ reading config: T....................................... 0.6
+ reading config: rkorder................................. -2
+ reading config: SignalName.............................. Ricker
+ reading default: FrequencyFiltering...................... 0
+ reading config: SignalFreq.............................. 25
+ reading default: f_source................................ 25
+ reading default: SourceInversion......................... 0
+ reading config: SignalCutoff............................ 0.8
+ reading config: SignalDelay............................. 0
+ reading default: SaveFilteredSeismogram.................. 0
+ reading config: SaveObservedSeismogram.................. 0
+ reading config: numL.................................... 0
+ reading default: dim..................................... 2
+ reading config: Problem................................. VAcousticWaveC2Benchmark
+ reading default: RealDataLevel........................... 3
+ reading default: InitialIterateLevel..................... 3
+ reading config: deg..................................... 2
+ reading config: parametrization......................... taup
+ reading default: shots................................... -1
+ reading default: SourceStartX............................ -1e+100
+ reading default: SourceStartY............................ -1e+100
+ reading default: SourceEndX.............................. -1e+100
+ reading default: SourceEndY.............................. -1e+100
+ reading default: numberOfSourcesPerShot.................. 1
+ reading config: FWISourceWaypoints...................... 2
+ reading default: FWISourceIncludeLastWaypoint............ 1
+ FWISourceCount0
+ reading config: FWISourceCount0......................... 6
+ reading config: FWISourceWaypoint0...................... 600,370
+ FWISourceCount1
+ reading config: FWISourceWaypoint1...................... 600,1620
+ SOURCE LOCATIONS:
+ 0: ( 600.00000000, 370.00000000)
+
+
+ 1: ( 600.00000000, 620.00000000)
+
+
+ 2: ( 600.00000000, 870.00000000)
+
+
+ 3: ( 600.00000000, 1120)
+
+
+ 4: ( 600.00000000, 1370)
+
+
+ 5: ( 600.00000000, 1620)
+
+
+ reading config: source_factor........................... 242574257420000.5742
+ reading config: Monoparam............................... Vp
+ monoparam =
+ Vp
+ reading default: z_perturb_0............................. 600
+ reading default: z_perturb_1............................. 900
+ reading default: z_perturb_2............................. 1200
+ reading default: z_perturb_0_value....................... 1.05
+ reading default: z_perturb_1_value....................... 1.1
+ reading default: z_perturb_2_value....................... 0.95
+ reading default: x_perturb............................... 900
+ reading default: size_perturb............................ 200
+ reading default: rho_bg.................................. 2000
+ reading default: v_bg.................................... 3500
+ reading default: tau_p_bg................................ 0.02
+ reading default: impedance_bg............................ 1
+ reading config: Qfactor................................. 100
+ alphaValue =
+ 0
+ reading default: FWIPrecon............................... 0
+ reading default: FWIPreconType........................... 0
+ reading default: FWIPreconRegularization................. 1e-08
+ reading config: allowPlotting_M......................... 1
+ reading config: allowPlotting_WF........................ 0
+ reading default: plotFactor.............................. 1
+ reading config: FWIReconstructRho....................... 0
+ reading config: FWIReconstructV_P....................... 1
+ reading config: FWIReconstructTauP...................... 0
+ Mesh Info:
+ Mesh Name: ............................... SeismogramGrid_test
+ Distribution: ............................ RCB
+ Overlap: ................................. dG1
+ CommSplit: ............................... 0
+ Level: ................................... [3, -1, 0]
+ pLevel: .................................. 3
+ Dimension: ............................... 2
+ Cells: ................................... 87040
+ Overlap: ................................. 21472
+ Vertices: ................................ 98560
+ Edges: ................................... 174672
+ Faces: ................................... 218056
+ ProcSets: ................................ 31900
+ Mesh width [min, max]: ................... [12.500000, 29.474346]
+
+ reading default: MatrixGraphVerbose...................... 0
+ reading default: PaddingPML.............................. 0
+ reading config: plot_tStep.............................. -1
+ reading default: plotV................................... 0
+ reading default: plot_rho................................ 1
+ reading default: plot_kappa_0............................ 1
+ reading default: plot_kappa_l............................ 0
+ reading default: plot_velocity........................... 0
+ reading config: compMeasure............................. 0
+ Measure overall pressure p = p_0 + ... + p_L
+ reading default: Specfile................................
+ reading config: FWIReceiverWaypoints.................... 2
+ reading config: FWIReceiverIncludeLastWaypoint.......... 1
+ FWIReceiverCount0
+ reading config: FWIReceiverCount0....................... 64
+ reading config: FWIReceiverWaypoint0.................... 1350.0, 370.0
+ FWIReceiverCount1
+ reading config: FWIReceiverWaypoint1.................... 1350.0, 1630.0
+ ReceiverStart: 0 ReceiverEnd: 0.6 ReceiverDt: 0.0005
+ ReceiverStart: 0 ReceiverEnd: 0.6 ReceiverDt: 0.0005
+ 0: ( 1350, 370.00000000) 1: ( 1350, 390.00000000)
+ 2: ( 1350, 410.00000000) 3: ( 1350, 430.00000000)
+ 4: ( 1350, 450.00000000) 5: ( 1350, 470.00000000)
+ 6: ( 1350, 490.00000000) 7: ( 1350, 510.00000000)
+ 8: ( 1350, 530.00000000) 9: ( 1350, 550.00000000)
+ 10: ( 1350, 570.00000000) 11: ( 1350, 590.00000000)
+ 12: ( 1350, 610.00000000) 13: ( 1350, 630.00000000)
+ 14: ( 1350, 650.00000000) 15: ( 1350, 670.00000000)
+ 16: ( 1350, 690.00000000) 17: ( 1350, 710.00000000)
+ 18: ( 1350, 730.00000000) 19: ( 1350, 750.00000000)
+ 20: ( 1350, 770.00000000) 21: ( 1350, 790.00000000)
+ 22: ( 1350, 810.00000000) 23: ( 1350, 830.00000000)
+ 24: ( 1350, 850.00000000) 25: ( 1350, 870.00000000)
+ 26: ( 1350, 890.00000000) 27: ( 1350, 910.00000000)
+ 28: ( 1350, 930.00000000) 29: ( 1350, 950.00000000)
+ 30: ( 1350, 970.00000000) 31: ( 1350, 990.00000000)
+ 32: ( 1350, 1010) 33: ( 1350, 1030)
+ 34: ( 1350, 1050) 35: ( 1350, 1070)
+ 36: ( 1350, 1090) 37: ( 1350, 1110)
+ 38: ( 1350, 1130) 39: ( 1350, 1150)
+ 40: ( 1350, 1170) 41: ( 1350, 1190)
+ 42: ( 1350, 1210) 43: ( 1350, 1230)
+ 44: ( 1350, 1250) 45: ( 1350, 1270)
+ 46: ( 1350, 1290) 47: ( 1350, 1310)
+ 48: ( 1350, 1330) 49: ( 1350, 1350)
+ 50: ( 1350, 1370) 51: ( 1350, 1390)
+ 52: ( 1350, 1410) 53: ( 1350, 1430)
+ 54: ( 1350, 1450) 55: ( 1350, 1470)
+ 56: ( 1350, 1490) 57: ( 1350, 1510)
+ 58: ( 1350, 1530) 59: ( 1350, 1550)
+ 60: ( 1350, 1570) 61: ( 1350, 1590)
+ 62: ( 1350, 1610) 63: ( 1350, 1630)
+
+ reading default: UseGardener............................. 0
+ reading default: MeasureComp............................. 0
+ Measure overall pressure p = p_0 + ... + p_L
+ reading default: CountCellsOld........................... 0
+ reading config: useTaper................................ 1
+ reading default: TaperFromFile...........................
+ reading config: taperRadiusSource....................... 0
+ reading default: taperBoxUpper........................... 1e+100
+ reading default: taperBoxLower........................... -1e+100
+ reading default: taperBoxLeft............................ -1e+100
+ reading default: taperBoxRight........................... 1e+100
+ reading config: taperRadiusReceiver..................... 0
+ reading config: taperExponent........................... -0.1
+ reading config: taperIgnoreSourceCells.................. 1
+ reading config: taperIgnoreReceiverCells................ 1
+ reading default: taperRhoMin............................. -1
+ reading default: taperRhoMax............................. -1
+ reading default: taperVpMin.............................. -1
+ reading default: taperVpMax.............................. -1
+ reading default: taperTaupMin............................ -1
+ reading default: taperTaupMax............................ -1
+ reading config: seismopath.............................. C2NoDampingT06dt0005/C2NoDampingT06dt0005
+ reading config: ReadFormat.............................. FWI
+ Reading data from C2NoDampingT06dt0005/C2NoDampingT06dt00050 make sure it has 2 entries!
+ Reading data from C2NoDampingT06dt0005/C2NoDampingT06dt00051 make sure it has 2 entries!
+ Reading data from C2NoDampingT06dt0005/C2NoDampingT06dt00052 make sure it has 2 entries!
+ Reading data from C2NoDampingT06dt0005/C2NoDampingT06dt00053 make sure it has 2 entries!
+ Reading data from C2NoDampingT06dt0005/C2NoDampingT06dt00054 make sure it has 2 entries!
+ Reading data from C2NoDampingT06dt0005/C2NoDampingT06dt00055 make sure it has 2 entries!
+ FWISourceCount0
+ FWISourceCount1
+ SOURCE LOCATIONS:
+ 0: ( 600.00000000, 370.00000000)
+
+
+ 1: ( 600.00000000, 620.00000000)
+
+
+ 2: ( 600.00000000, 870.00000000)
+
+
+ 3: ( 600.00000000, 1120)
+
+
+ 4: ( 600.00000000, 1370)
+
+
+ 5: ( 600.00000000, 1620)
+
+
+ monoparam =
+ Vp
+ alphaValue =
+ 0
+ Frequency Filter to: -1
+
+
+ Mesh Info:
+ Mesh Name: ............................... SeismogramGrid_test
+ Distribution: ............................ RCB
+ Overlap: ................................. dG1
+ CommSplit: ............................... 0
+ Level: ................................... [3, -1, 0]
+ pLevel: .................................. 3
+ Dimension: ............................... 2
+ Cells: ................................... 87040
+ Overlap: ................................. 21472
+ Vertices: ................................ 98560
+ Edges: ................................... 174672
+ Faces: ................................... 218056
+ ProcSets: ................................ 31900
+ Mesh width [min, max]: ................... [12.500000, 29.474346]
+
+ Measure overall pressure p = p_0 + ... + p_L
+ FWIReceiverCount0
+ FWIReceiverCount1
+ ReceiverStart: 0 ReceiverEnd: 0.6 ReceiverDt: 0.0005
+ ReceiverStart: 0 ReceiverEnd: 0.6 ReceiverDt: 0.0005
+ 0: ( 1350, 370.00000000) 1: ( 1350, 390.00000000)
+ 2: ( 1350, 410.00000000) 3: ( 1350, 430.00000000)
+ 4: ( 1350, 450.00000000) 5: ( 1350, 470.00000000)
+ 6: ( 1350, 490.00000000) 7: ( 1350, 510.00000000)
+ 8: ( 1350, 530.00000000) 9: ( 1350, 550.00000000)
+ 10: ( 1350, 570.00000000) 11: ( 1350, 590.00000000)
+ 12: ( 1350, 610.00000000) 13: ( 1350, 630.00000000)
+ 14: ( 1350, 650.00000000) 15: ( 1350, 670.00000000)
+ 16: ( 1350, 690.00000000) 17: ( 1350, 710.00000000)
+ 18: ( 1350, 730.00000000) 19: ( 1350, 750.00000000)
+ 20: ( 1350, 770.00000000) 21: ( 1350, 790.00000000)
+ 22: ( 1350, 810.00000000) 23: ( 1350, 830.00000000)
+ 24: ( 1350, 850.00000000) 25: ( 1350, 870.00000000)
+ 26: ( 1350, 890.00000000) 27: ( 1350, 910.00000000)
+ 28: ( 1350, 930.00000000) 29: ( 1350, 950.00000000)
+ 30: ( 1350, 970.00000000) 31: ( 1350, 990.00000000)
+ 32: ( 1350, 1010) 33: ( 1350, 1030)
+ 34: ( 1350, 1050) 35: ( 1350, 1070)
+ 36: ( 1350, 1090) 37: ( 1350, 1110)
+ 38: ( 1350, 1130) 39: ( 1350, 1150)
+ 40: ( 1350, 1170) 41: ( 1350, 1190)
+ 42: ( 1350, 1210) 43: ( 1350, 1230)
+ 44: ( 1350, 1250) 45: ( 1350, 1270)
+ 46: ( 1350, 1290) 47: ( 1350, 1310)
+ 48: ( 1350, 1330) 49: ( 1350, 1350)
+ 50: ( 1350, 1370) 51: ( 1350, 1390)
+ 52: ( 1350, 1410) 53: ( 1350, 1430)
+ 54: ( 1350, 1450) 55: ( 1350, 1470)
+ 56: ( 1350, 1490) 57: ( 1350, 1510)
+ 58: ( 1350, 1530) 59: ( 1350, 1550)
+ 60: ( 1350, 1570) 61: ( 1350, 1590)
+ 62: ( 1350, 1610) 63: ( 1350, 1630)
+
+ Measure overall pressure p = p_0 + ... + p_L
+ reading default: loadInitialModelFromFile................ 0
+ reading default: loadRealModelFromFile................... 0
+ reading default: PlotVerbose............................. 0
+ reading default: PlotEnabled............................. 0
+ reading default: PlotPrecision........................... 4
+ reading config: FWINonlinearSolver...................... FWISO
+ reading default: FWI_MaxInnerLoopSteps_FWISO............. 10
+ reading default: FWI_Gamma_FWISO......................... 0.9
+ reading default: FWI_Damping_FWISO....................... 1
+ reading default: FWI_ThetaMax_FWISO...................... 1
+ reading default: FWI_ThetaInitial_FWISO.................. 0.4
+ reading default: FWI_RegularizationStrategy_FWISO........ 0
+ reading default: FWISO_Verbose........................... 1
+ reading config: FWISO_Steps............................. 15
+ reading default: FWISO_LineSearchSteps................... 3
+ reading default: FWISO_Epsilon........................... 1e-10
+ reading default: FWISO_Reduction......................... 1e-05
+ reading default: FWISO_MinimalStepNumber................. 0
+ reading default: FWI_Precon.............................. 0
+ reading default: FWI_HierarchyLevel...................... -1
+ reading default: FWI_SaveAdjointWF....................... 0
+ reading default: FWI_SaveSeis............................ 0
+ reading config: FWI_DebugPlottingLevel.................. 1
+ reading default: FWI_BacktrackingFactor.................. 0.5
+ reading default: FWI_BacktrackingActivated............... 0
+ Memory Usage at start12527
+ reading default: WriteSeismoToFileEvery.................. 2147483647
+ Initialize Subproblems 12529
+ Starting the Loops with max_iter: 15 and num_problems 6
+
+
+ Iteration Main Looop Counting Variable iter: 0
+
+ iteration: 0 PROBLEM Number: 0
+ FWISO problem 0: d(0)
+ shot: 0: Solving forward problem...
+ reading default: AssembleVerbose......................... 1
+ reading default: startTime............................... 0
+ reading default: endTime................................. 1
+ reading default: maxStepSize............................. 1e+100
+ reading default: stepSize................................ 0
+ reading default: minStepSize............................. 0
+ reading default: dt_min.................................. 0
+ reading default: maxSteps................................ 0
+ reading default: steps................................... 0
+ reading default: K....................................... 0
+ reading default: tEps.................................... 1e-15
+ reading default: tTol.................................... 1e-06
+ reading default: upwind.................................. 1
+ reading config: dampingFlux............................. 1
+ reading default: UseCollectTweak......................... 0
+ reading default: Preconditioner_S........................ PointBlockJacobi
+ reading config: LinearSolver............................ LS
+ reading default: PreconditionerVerbose................... 0
+ reading default: PreconditionerDamp...................... 1
+ reading default: PointBlockJacobiLapack.................. 0
+ reading config: LinearVerbose........................... -1
+ reading config: LinearSteps............................. 100
+ reading config: LinearEpsilon........................... 1e-12
+ reading config: LinearReduction......................... 0.0001
+ reading default: LinearMinimalStepNumber................. 0
+ reading default: LinearPrintSteps........................ 800
+ reading default: TimeIntegratorVerbose................... 1
+ Initialization: 0.36 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 33.30 seconds
+ Assembling Linearized Operators
+ Assembling Linearized Operators
+ Done!
+ Done!
+ after NonlinearEvaluation 36385
+ state_comps =
+ 1
+ Prä-Residuumnorm: 9.339933e+08
+ Inner Loop: : FIRST ORDER Inner Loop with Abbruchkriterium Residuum zu erreichen 9.339933e+08 und m_max 1
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.90 seconds
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 38.20 seconds
+ Inner Loop: : InnerCG resNorm : 9.3298049e+08
+ Inner Loop: : Time needed for inner loop: 1:10.55 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 1 brauchte 1 = m innere Iterationen
+ Inner Loop: : 1:10.55 minutes
+ Residuumnorm 1: 9.3298049e+08
+ ----- Intermezzo: Change Operators and Recalculate Residuum -----
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 40.22 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 39.68 seconds
+ Initialization: 0.30 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 41.83 seconds
+ Intermezzo Residuum: 20262376
+ ----- Intermezzo Ende -----
+ Inner Loop: : PSI Inner Loop with Abbruchkriterium Residuum zu erreichen 9.339933e+08 und m_max 1
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 39.82 seconds
+ PhiAdjSO: : Starting ImplicitMidpointRule (Order=2)
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 32.20 seconds
+ PhiAdjSO: : 1:05.52 minutes
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 40.60 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 39.16 seconds
+ Initialization: 0.29 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 40.72 seconds
+ Inner Loop: : InnerCG resNorm : 13789062
+ Inner Loop: : Time needed for inner loop: 3:47.95 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 0 brauchte 1 = m innere Iterationen
+ Inner Loop: : 3:47.95 minutes
+ FWISO Subproblem: 0: d(0): Finished first / second inner loop ( 1, 1 steps )
+ *************************************
+ Residuumnorm 2: 13789062
+ reading default: PlotFactorIterates...................... 1
+ reading default: PlotShot................................ -1
+
+ iteration: 0 PROBLEM Number: 1
+ FWISO problem 1: d(0)
+ shot: 1: Solving forward problem...
+ Initialization: 0.33 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.79 seconds
+ Assembling Linearized Operators
+ Assembling Linearized Operators
+ Done!
+ Done!
+ after NonlinearEvaluation 74780
+ state_comps =
+ 1
+ Prä-Residuumnorm: 9.7008053e+08
+ Inner Loop: : FIRST ORDER Inner Loop with Abbruchkriterium Residuum zu erreichen 9.7008053e+08 und m_max 1
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 32.22 seconds
+ Initialization: 0.25 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 36.28 seconds
+ Inner Loop: : InnerCG resNorm : 9.6958891e+08
+ Inner Loop: : Time needed for inner loop: 1:08.97 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 1 brauchte 1 = m innere Iterationen
+ Inner Loop: : 1:08.97 minutes
+ Residuumnorm 1: 9.6958891e+08
+ ----- Intermezzo: Change Operators and Recalculate Residuum -----
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 37.42 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 37.01 seconds
+ Initialization: 0.31 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 38.96 seconds
+ Intermezzo Residuum: 18785875
+ ----- Intermezzo Ende -----
+ Inner Loop: : PSI Inner Loop with Abbruchkriterium Residuum zu erreichen 9.7008053e+08 und m_max 1
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 37.24 seconds
+ PhiAdjSO: : Starting ImplicitMidpointRule (Order=2)
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 32.57 seconds
+ PhiAdjSO: : 1:06.00 minutes
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 37.67 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 36.99 seconds
+ Initialization: 0.27 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 38.59 seconds
+ Inner Loop: : InnerCG resNorm : 13142432
+ Inner Loop: : Time needed for inner loop: 3:38.37 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 0 brauchte 1 = m innere Iterationen
+ Inner Loop: : 3:38.37 minutes
+ FWISO Subproblem: 1: d(0): Finished first / second inner loop ( 1, 1 steps )
+ *************************************
+ Residuumnorm 2: 13142432
+
+ iteration: 0 PROBLEM Number: 2
+ FWISO problem 2: d(0)
+ shot: 2: Solving forward problem...
+ Initialization: 0.34 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 28.65 seconds
+ Assembling Linearized Operators
+ Assembling Linearized Operators
+ Done!
+ Done!
+ after NonlinearEvaluation 73982
+ state_comps =
+ 1
+ Prä-Residuumnorm: 1.0324321e+09
+ Inner Loop: : FIRST ORDER Inner Loop with Abbruchkriterium Residuum zu erreichen 1.0324321e+09 und m_max 1
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 32.33 seconds
+ Initialization: 0.25 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 34.48 seconds
+ Inner Loop: : InnerCG resNorm : 1.0319364e+09
+ Inner Loop: : Time needed for inner loop: 1:07.28 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 1 brauchte 1 = m innere Iterationen
+ Inner Loop: : 1:07.28 minutes
+ Residuumnorm 1: 1.0319364e+09
+ ----- Intermezzo: Change Operators and Recalculate Residuum -----
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 35.40 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 35.10 seconds
+ Initialization: 0.27 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 37.04 seconds
+ Intermezzo Residuum: 22125202
+ ----- Intermezzo Ende -----
+ Inner Loop: : PSI Inner Loop with Abbruchkriterium Residuum zu erreichen 1.0324321e+09 und m_max 1
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 35.52 seconds
+ PhiAdjSO: : Starting ImplicitMidpointRule (Order=2)
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 32.62 seconds
+ PhiAdjSO: : 1:05.74 minutes
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 35.58 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 35.35 seconds
+ Initialization: 0.35 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 36.80 seconds
+ Inner Loop: : InnerCG resNorm : 14332746
+ Inner Loop: : Time needed for inner loop: 3:30.82 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 0 brauchte 1 = m innere Iterationen
+ Inner Loop: : 3:30.82 minutes
+ FWISO Subproblem: 2: d(0): Finished first / second inner loop ( 1, 1 steps )
+ *************************************
+ Residuumnorm 2: 14332746
+
+ iteration: 0 PROBLEM Number: 3
+ FWISO problem 3: d(0)
+ shot: 3: Solving forward problem...
+ Initialization: 0.32 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 28.58 seconds
+ Assembling Linearized Operators
+ Assembling Linearized Operators
+ Done!
+ Done!
+ after NonlinearEvaluation 74827
+ state_comps =
+ 1
+ Prä-Residuumnorm: 1.0882787e+09
+ Inner Loop: : FIRST ORDER Inner Loop with Abbruchkriterium Residuum zu erreichen 1.0882787e+09 und m_max 1
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 32.28 seconds
+ Initialization: 0.26 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 34.51 seconds
+ Inner Loop: : InnerCG resNorm : 1.0874116e+09
+ Inner Loop: : Time needed for inner loop: 1:07.23 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 1 brauchte 1 = m innere Iterationen
+ Inner Loop: : 1:07.24 minutes
+ Residuumnorm 1: 1.0874116e+09
+ ----- Intermezzo: Change Operators and Recalculate Residuum -----
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 35.36 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 34.98 seconds
+ Initialization: 0.27 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 36.75 seconds
+ Intermezzo Residuum: 19880183
+ ----- Intermezzo Ende -----
+ Inner Loop: : PSI Inner Loop with Abbruchkriterium Residuum zu erreichen 1.0882787e+09 und m_max 1
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 35.27 seconds
+ PhiAdjSO: : Starting ImplicitMidpointRule (Order=2)
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 32.66 seconds
+ PhiAdjSO: : 1:06.07 minutes
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 35.41 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 35.09 seconds
+ Initialization: 0.27 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 36.76 seconds
+ Inner Loop: : InnerCG resNorm : 13968698
+ Inner Loop: : Time needed for inner loop: 3:30.42 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 0 brauchte 1 = m innere Iterationen
+ Inner Loop: : 3:30.42 minutes
+ FWISO Subproblem: 3: d(0): Finished first / second inner loop ( 1, 1 steps )
+ *************************************
+ Residuumnorm 2: 13968698
+
+ iteration: 0 PROBLEM Number: 4
+ FWISO problem 4: d(0)
+ shot: 4: Solving forward problem...
+ Initialization: 0.32 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.47 seconds
+ Assembling Linearized Operators
+ Assembling Linearized Operators
+ Done!
+ Done!
+ after NonlinearEvaluation 77640
+ state_comps =
+ 1
+ Prä-Residuumnorm: 9.8805758e+08
+ Inner Loop: : FIRST ORDER Inner Loop with Abbruchkriterium Residuum zu erreichen 9.8805758e+08 und m_max 1
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 32.40 seconds
+ Initialization: 0.27 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 35.94 seconds
+ Inner Loop: : InnerCG resNorm : 9.8716421e+08
+ Inner Loop: : Time needed for inner loop: 1:08.77 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 1 brauchte 1 = m innere Iterationen
+ Inner Loop: : 1:08.77 minutes
+ Residuumnorm 1: 9.8716421e+08
+ ----- Intermezzo: Change Operators and Recalculate Residuum -----
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 36.95 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 36.65 seconds
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 38.61 seconds
+ Intermezzo Residuum: 17860647
+ ----- Intermezzo Ende -----
+ Inner Loop: : PSI Inner Loop with Abbruchkriterium Residuum zu erreichen 9.8805758e+08 und m_max 1
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 36.94 seconds
+ PhiAdjSO: : Starting ImplicitMidpointRule (Order=2)
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 32.73 seconds
+ PhiAdjSO: : 1:06.37 minutes
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 37.26 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 36.75 seconds
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 38.35 seconds
+ Inner Loop: : InnerCG resNorm : 12737294
+ Inner Loop: : Time needed for inner loop: 3:37.33 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 0 brauchte 1 = m innere Iterationen
+ Inner Loop: : 3:37.33 minutes
+ FWISO Subproblem: 4: d(0): Finished first / second inner loop ( 1, 1 steps )
+ *************************************
+ Residuumnorm 2: 12737294
+
+ iteration: 0 PROBLEM Number: 5
+ FWISO problem 5: d(0)
+ shot: 5: Solving forward problem...
+ Initialization: 0.35 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 33.47 seconds
+ Assembling Linearized Operators
+ Assembling Linearized Operators
+ Done!
+ Done!
+ after NonlinearEvaluation 78026
+ state_comps =
+ 1
+ Prä-Residuumnorm: 9.5387691e+08
+ Inner Loop: : FIRST ORDER Inner Loop with Abbruchkriterium Residuum zu erreichen 9.5387691e+08 und m_max 1
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 32.45 seconds
+ Initialization: 0.25 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 38.45 seconds
+ Inner Loop: : InnerCG resNorm : 9.5345245e+08
+ Inner Loop: : Time needed for inner loop: 1:11.35 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 1 brauchte 1 = m innere Iterationen
+ Inner Loop: : 1:11.35 minutes
+ Residuumnorm 1: 9.5345245e+08
+ ----- Intermezzo: Change Operators and Recalculate Residuum -----
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 40.05 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 39.79 seconds
+ Initialization: 0.27 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 41.63 seconds
+ Intermezzo Residuum: 11931257
+ ----- Intermezzo Ende -----
+ Inner Loop: : PSI Inner Loop with Abbruchkriterium Residuum zu erreichen 9.5387691e+08 und m_max 1
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 39.94 seconds
+ PhiAdjSO: : Starting ImplicitMidpointRule (Order=2)
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 32.62 seconds
+ PhiAdjSO: : 1:06.21 minutes
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 40.42 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 39.22 seconds
+ Initialization: 0.35 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 40.74 seconds
+ Inner Loop: : InnerCG resNorm : 8111713.9
+ Inner Loop: : Time needed for inner loop: 3:48.43 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 0 brauchte 1 = m innere Iterationen
+ Inner Loop: : 3:48.43 minutes
+ FWISO Subproblem: 5: d(0): Finished first / second inner loop ( 1, 1 steps )
+ *************************************
+ Residuumnorm 2: 8111713.9
+
+
+ Iteration Main Looop Counting Variable iter: 1
+
+ iteration: 1 PROBLEM Number: 0
+ FWISO problem 0: d(1)
+ shot: 0: Solving forward problem...
+ Initialization: 0.32 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 33.98 seconds
+ Assembling Linearized Operators
+ Assembling Linearized Operators
+ Done!
+ Done!
+ after NonlinearEvaluation 79424
+ Prä-Residuumnorm: 9.3280353e+08
+ Inner Loop: : FIRST ORDER Inner Loop with Abbruchkriterium Residuum zu erreichen 9.3161527e+08 und m_max 2
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 32.38 seconds
+ Initialization: 0.27 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 38.76 seconds
+ Inner Loop: : InnerCG resNorm : 9.3271589e+08
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 32.39 seconds
+ Initialization: 0.27 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 39.02 seconds
+ Inner Loop: : InnerCG resNorm : 9.3270214e+08
+ Inner Loop: : Time needed for inner loop: 2:23.39 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 1 brauchte 2 = m innere Iterationen
+ Inner Loop: : 2:23.39 minutes
+ Residuumnorm 1: 9.3270214e+08
+ ----- Intermezzo: Change Operators and Recalculate Residuum -----
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 40.60 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 40.38 seconds
+ Initialization: 0.27 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 42.39 seconds
+ Intermezzo Residuum: 6725279.1
+ ----- Intermezzo Ende -----
+ Inner Loop: : PSI Inner Loop with Abbruchkriterium Residuum zu erreichen 9.3161527e+08 und m_max 2
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 40.76 seconds
+ PhiAdjSO: : Starting ImplicitMidpointRule (Order=2)
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 32.61 seconds
+ PhiAdjSO: : 1:06.06 minutes
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 41.00 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 39.65 seconds
+ Initialization: 0.35 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 41.87 seconds
+ Inner Loop: : InnerCG resNorm : 5573415.2
+ Inner Loop: : Time needed for inner loop: 3:51.19 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 0 brauchte 1 = m innere Iterationen
+ Inner Loop: : 3:51.19 minutes
+ FWISO Subproblem: 0: d(1): Finished first / second inner loop ( 2, 1 steps )
+ *************************************
+ Residuumnorm 2: 5573415.2
+
+ iteration: 1 PROBLEM Number: 1
+ FWISO problem 1: d(1)
+ shot: 1: Solving forward problem...
+ Initialization: 0.32 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.82 seconds
+ Assembling Linearized Operators
+ Assembling Linearized Operators
+ Done!
+ Done!
+ after NonlinearEvaluation 79530
+ Prä-Residuumnorm: 9.6947803e+08
+ Inner Loop: : FIRST ORDER Inner Loop with Abbruchkriterium Residuum zu erreichen 9.688759e+08 und m_max 2
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 32.33 seconds
+ Initialization: 0.26 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 36.25 seconds
+ Inner Loop: : InnerCG resNorm : 9.6940544e+08
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 32.31 seconds
+ Initialization: 0.27 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 36.51 seconds
+ Inner Loop: : InnerCG resNorm : 9.6938984e+08
+ Inner Loop: : Time needed for inner loop: 2:18.24 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 1 brauchte 2 = m innere Iterationen
+ Inner Loop: : 2:18.24 minutes
+ Residuumnorm 1: 9.6938984e+08
+ ----- Intermezzo: Change Operators and Recalculate Residuum -----
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 37.48 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 37.21 seconds
+ Initialization: 0.27 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 38.67 seconds
+ Intermezzo Residuum: 6743972.3
+ ----- Intermezzo Ende -----
+ Inner Loop: : PSI Inner Loop with Abbruchkriterium Residuum zu erreichen 9.688759e+08 und m_max 2
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 37.44 seconds
+ PhiAdjSO: : Starting ImplicitMidpointRule (Order=2)
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 32.71 seconds
+ PhiAdjSO: : 1:06.01 minutes
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 37.75 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 36.90 seconds
+ Initialization: 0.35 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 38.62 seconds
+ Inner Loop: : InnerCG resNorm : 5683079.8
+ Inner Loop: : Time needed for inner loop: 3:38.62 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 0 brauchte 1 = m innere Iterationen
+ Inner Loop: : 3:38.62 minutes
+ FWISO Subproblem: 1: d(1): Finished first / second inner loop ( 2, 1 steps )
+ *************************************
+ Residuumnorm 2: 5683079.8
+
+ iteration: 1 PROBLEM Number: 2
+ FWISO problem 2: d(1)
+ shot: 2: Solving forward problem...
+ Initialization: 0.32 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 28.85 seconds
+ Assembling Linearized Operators
+ Assembling Linearized Operators
+ Done!
+ Done!
+ after NonlinearEvaluation 80162
+ Prä-Residuumnorm: 1.0317708e+09
+ Inner Loop: : FIRST ORDER Inner Loop with Abbruchkriterium Residuum zu erreichen 1.0311099e+09 und m_max 2
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 32.35 seconds
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 34.69 seconds
+ Inner Loop: : InnerCG resNorm : 1.0317051e+09
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 32.34 seconds
+ Initialization: 0.27 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 34.71 seconds
+ Inner Loop: : InnerCG resNorm : 1.0316939e+09
+ Inner Loop: : Time needed for inner loop: 2:14.92 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 1 brauchte 2 = m innere Iterationen
+ Inner Loop: : 2:14.92 minutes
+ Residuumnorm 1: 1.0316939e+09
+ ----- Intermezzo: Change Operators and Recalculate Residuum -----
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 35.53 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 35.29 seconds
+ Initialization: 0.31 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 37.19 seconds
+ Intermezzo Residuum: 6593449.5
+ ----- Intermezzo Ende -----
+ Inner Loop: : PSI Inner Loop with Abbruchkriterium Residuum zu erreichen 1.0311099e+09 und m_max 2
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 35.55 seconds
+ PhiAdjSO: : Starting ImplicitMidpointRule (Order=2)
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 32.74 seconds
+ PhiAdjSO: : 1:05.92 minutes
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 35.70 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 35.30 seconds
+ Initialization: 0.31 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 36.78 seconds
+ Inner Loop: : InnerCG resNorm : 5738027
+ Inner Loop: : Time needed for inner loop: 3:31.04 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 0 brauchte 1 = m innere Iterationen
+ Inner Loop: : 3:31.04 minutes
+ FWISO Subproblem: 2: d(1): Finished first / second inner loop ( 2, 1 steps )
+ *************************************
+ Residuumnorm 2: 5738027
+
+ iteration: 1 PROBLEM Number: 3
+ FWISO problem 3: d(1)
+ shot: 3: Solving forward problem...
+ Initialization: 0.31 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 28.53 seconds
+ Assembling Linearized Operators
+ Assembling Linearized Operators
+ Done!
+ Done!
+ after NonlinearEvaluation 80301
+ Prä-Residuumnorm: 1.0872811e+09
+ Inner Loop: : FIRST ORDER Inner Loop with Abbruchkriterium Residuum zu erreichen 1.0862845e+09 und m_max 2
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 32.25 seconds
+ Initialization: 0.27 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 34.39 seconds
+ Inner Loop: : InnerCG resNorm : 1.0872573e+09
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 32.26 seconds
+ Initialization: 0.26 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 34.40 seconds
+ Inner Loop: : InnerCG resNorm : 1.087247e+09
+ Inner Loop: : Time needed for inner loop: 2:14.14 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 1 brauchte 2 = m innere Iterationen
+ Inner Loop: : 2:14.14 minutes
+ Residuumnorm 1: 1.087247e+09
+ ----- Intermezzo: Change Operators and Recalculate Residuum -----
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 35.10 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 34.92 seconds
+ Initialization: 0.27 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 36.58 seconds
+ Intermezzo Residuum: 5926204
+ ----- Intermezzo Ende -----
+ Inner Loop: : PSI Inner Loop with Abbruchkriterium Residuum zu erreichen 1.0862845e+09 und m_max 2
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 35.17 seconds
+ PhiAdjSO: : Starting ImplicitMidpointRule (Order=2)
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 32.83 seconds
+ PhiAdjSO: : 1:05.95 minutes
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 35.33 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 35.12 seconds
+ Initialization: 0.36 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 36.56 seconds
+ Inner Loop: : InnerCG resNorm : 5253200.8
+ Inner Loop: : Time needed for inner loop: 3:29.95 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 0 brauchte 1 = m innere Iterationen
+ Inner Loop: : 3:29.95 minutes
+ FWISO Subproblem: 3: d(1): Finished first / second inner loop ( 2, 1 steps )
+ *************************************
+ Residuumnorm 2: 5253200.8
+
+ iteration: 1 PROBLEM Number: 4
+ FWISO problem 4: d(1)
+ shot: 4: Solving forward problem...
+ Initialization: 0.33 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.41 seconds
+ Assembling Linearized Operators
+ Assembling Linearized Operators
+ Done!
+ Done!
+ after NonlinearEvaluation 81116
+ Prä-Residuumnorm: 9.8700325e+08
+ Inner Loop: : FIRST ORDER Inner Loop with Abbruchkriterium Residuum zu erreichen 9.8595005e+08 und m_max 2
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 32.22 seconds
+ Initialization: 0.27 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 35.87 seconds
+ Inner Loop: : InnerCG resNorm : 9.8698042e+08
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 32.19 seconds
+ Initialization: 0.27 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 35.99 seconds
+ Inner Loop: : InnerCG resNorm : 9.8697028e+08
+ Inner Loop: : Time needed for inner loop: 2:17.11 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 1 brauchte 2 = m innere Iterationen
+ Inner Loop: : 2:17.11 minutes
+ Residuumnorm 1: 9.8697028e+08
+ ----- Intermezzo: Change Operators and Recalculate Residuum -----
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 36.80 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 36.68 seconds
+ Initialization: 0.31 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 38.49 seconds
+ Intermezzo Residuum: 5586160.7
+ ----- Intermezzo Ende -----
+ Inner Loop: : PSI Inner Loop with Abbruchkriterium Residuum zu erreichen 9.8595005e+08 und m_max 2
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 36.83 seconds
+ PhiAdjSO: : Starting ImplicitMidpointRule (Order=2)
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 32.67 seconds
+ PhiAdjSO: : 1:05.93 minutes
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 37.13 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 36.52 seconds
+ Initialization: 0.31 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 38.43 seconds
+ Inner Loop: : InnerCG resNorm : 4985395.3
+ Inner Loop: : Time needed for inner loop: 3:36.65 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 0 brauchte 1 = m innere Iterationen
+ Inner Loop: : 3:36.65 minutes
+ FWISO Subproblem: 4: d(1): Finished first / second inner loop ( 2, 1 steps )
+ *************************************
+ Residuumnorm 2: 4985395.3
+
+ iteration: 1 PROBLEM Number: 5
+ FWISO problem 5: d(1)
+ shot: 5: Solving forward problem...
+ Initialization: 0.32 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 33.18 seconds
+ Assembling Linearized Operators
+ Assembling Linearized Operators
+ Done!
+ Done!
+ after NonlinearEvaluation 81105
+ Prä-Residuumnorm: 9.5341075e+08
+ Inner Loop: : FIRST ORDER Inner Loop with Abbruchkriterium Residuum zu erreichen 9.5294482e+08 und m_max 2
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 32.16 seconds
+ Initialization: 0.27 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 38.46 seconds
+ Inner Loop: : InnerCG resNorm : 9.5339671e+08
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 32.14 seconds
+ Initialization: 0.27 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 38.50 seconds
+ Inner Loop: : InnerCG resNorm : 9.5338953e+08
+ Inner Loop: : Time needed for inner loop: 2:22.10 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 1 brauchte 2 = m innere Iterationen
+ Inner Loop: : 2:22.10 minutes
+ Residuumnorm 1: 9.5338953e+08
+ ----- Intermezzo: Change Operators and Recalculate Residuum -----
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 39.81 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 39.57 seconds
+ Initialization: 0.29 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 41.47 seconds
+ Intermezzo Residuum: 4601745.4
+ ----- Intermezzo Ende -----
+ Inner Loop: : PSI Inner Loop with Abbruchkriterium Residuum zu erreichen 9.5294482e+08 und m_max 2
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 39.91 seconds
+ PhiAdjSO: : Starting ImplicitMidpointRule (Order=2)
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 32.60 seconds
+ PhiAdjSO: : 1:06.03 minutes
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 40.31 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 39.04 seconds
+ Initialization: 0.29 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 40.76 seconds
+ Inner Loop: : InnerCG resNorm : 4107311.6
+ Inner Loop: : Time needed for inner loop: 3:50.00 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 0 brauchte 1 = m innere Iterationen
+ Inner Loop: : 3:50.00 minutes
+ FWISO Subproblem: 5: d(1): Finished first / second inner loop ( 2, 1 steps )
+ *************************************
+ Residuumnorm 2: 4107311.6
+
+
+ Iteration Main Looop Counting Variable iter: 2
+
+ iteration: 2 PROBLEM Number: 0
+ FWISO problem 0: d(2)
+ shot: 0: Solving forward problem...
+ Initialization: 0.32 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 33.59 seconds
+ Assembling Linearized Operators
+ Assembling Linearized Operators
+ Done!
+ Done!
+ after NonlinearEvaluation 81239
+ Prä-Residuumnorm: 9.3269845e+08
+ Inner Loop: : FIRST ORDER Inner Loop with Abbruchkriterium Residuum zu erreichen 9.3210439e+08 und m_max 3
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 32.11 seconds
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 38.89 seconds
+ Inner Loop: : InnerCG resNorm : 9.3269113e+08
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 32.20 seconds
+ Initialization: 0.26 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 38.91 seconds
+ Inner Loop: : InnerCG resNorm : 9.3268783e+08
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 32.16 seconds
+ Initialization: 0.27 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 39.08 seconds
+ Inner Loop: : InnerCG resNorm : 9.3268503e+08
+ Inner Loop: : Time needed for inner loop: 3:34.61 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 1 brauchte 3 = m innere Iterationen
+ Inner Loop: : 3:34.61 minutes
+ Residuumnorm 1: 9.3268503e+08
+ ----- Intermezzo: Change Operators and Recalculate Residuum -----
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 40.63 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 40.46 seconds
+ Initialization: 0.27 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 42.01 seconds
+ Intermezzo Residuum: 3448030.5
+ ----- Intermezzo Ende -----
+ Inner Loop: : PSI Inner Loop with Abbruchkriterium Residuum zu erreichen 8.3835929e+08 und m_max 2
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 40.78 seconds
+ PhiAdjSO: : Starting ImplicitMidpointRule (Order=2)
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 32.58 seconds
+ PhiAdjSO: : 1:05.82 minutes
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 40.79 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 39.44 seconds
+ Initialization: 0.31 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 41.45 seconds
+ Inner Loop: : InnerCG resNorm : 3192485
+ Inner Loop: : Time needed for inner loop: 3:50.11 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 0 brauchte 1 = m innere Iterationen
+ Inner Loop: : 3:50.11 minutes
+ FWISO Subproblem: 0: d(2): Finished first / second inner loop ( 3, 1 steps )
+ *************************************
+ Residuumnorm 2: 3192485
+
+ iteration: 2 PROBLEM Number: 1
+ FWISO problem 1: d(2)
+ shot: 1: Solving forward problem...
+ Initialization: 0.32 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.57 seconds
+ Assembling Linearized Operators
+ Assembling Linearized Operators
+ Done!
+ Done!
+ after NonlinearEvaluation 81199
+ Prä-Residuumnorm: 9.6939565e+08
+ Inner Loop: : FIRST ORDER Inner Loop with Abbruchkriterium Residuum zu erreichen 9.6909461e+08 und m_max 3
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 32.12 seconds
+ Initialization: 0.27 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 36.28 seconds
+ Inner Loop: : InnerCG resNorm : 9.6937875e+08
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 32.16 seconds
+ Initialization: 0.27 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 36.30 seconds
+ Inner Loop: : InnerCG resNorm : 9.6937537e+08
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 32.14 seconds
+ Initialization: 0.27 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 36.15 seconds
+ Inner Loop: : InnerCG resNorm : 9.6937348e+08
+ Inner Loop: : Time needed for inner loop: 3:26.38 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 1 brauchte 3 = m innere Iterationen
+ Inner Loop: : 3:26.38 minutes
+ Residuumnorm 1: 9.6937348e+08
+ ----- Intermezzo: Change Operators and Recalculate Residuum -----
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 37.11 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 37.15 seconds
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 38.76 seconds
+ Intermezzo Residuum: 3428520.5
+ ----- Intermezzo Ende -----
+ Inner Loop: : PSI Inner Loop with Abbruchkriterium Residuum zu erreichen 8.7191421e+08 und m_max 2
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 37.37 seconds
+ PhiAdjSO: : Starting ImplicitMidpointRule (Order=2)
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 32.52 seconds
+ PhiAdjSO: : 1:05.86 minutes
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 37.56 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 36.71 seconds
+ Initialization: 0.29 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 38.48 seconds
+ Inner Loop: : InnerCG resNorm : 3245736.3
+ Inner Loop: : Time needed for inner loop: 3:37.72 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 0 brauchte 1 = m innere Iterationen
+ Inner Loop: : 3:37.72 minutes
+ FWISO Subproblem: 1: d(2): Finished first / second inner loop ( 3, 1 steps )
+ *************************************
+ Residuumnorm 2: 3245736.3
+
+ iteration: 2 PROBLEM Number: 2
+ FWISO problem 2: d(2)
+ shot: 2: Solving forward problem...
+ Initialization: 0.32 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 28.50 seconds
+ Assembling Linearized Operators
+ Assembling Linearized Operators
+ Done!
+ Done!
+ after NonlinearEvaluation 81371
+ Prä-Residuumnorm: 1.0316953e+09
+ Inner Loop: : FIRST ORDER Inner Loop with Abbruchkriterium Residuum zu erreichen 1.0313649e+09 und m_max 3
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 32.08 seconds
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 34.61 seconds
+ Inner Loop: : InnerCG resNorm : 1.0316842e+09
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 32.12 seconds
+ Initialization: 0.27 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 34.58 seconds
+ Inner Loop: : InnerCG resNorm : 1.0316819e+09
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 32.10 seconds
+ Initialization: 0.27 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 34.48 seconds
+ Inner Loop: : InnerCG resNorm : 1.0316796e+09
+ Inner Loop: : Time needed for inner loop: 3:21.22 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 1 brauchte 3 = m innere Iterationen
+ Inner Loop: : 3:21.22 minutes
+ Residuumnorm 1: 1.0316796e+09
+ ----- Intermezzo: Change Operators and Recalculate Residuum -----
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 35.40 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 35.22 seconds
+ Initialization: 0.30 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 37.01 seconds
+ Intermezzo Residuum: 3432478.1
+ ----- Intermezzo Ende -----
+ Inner Loop: : PSI Inner Loop with Abbruchkriterium Residuum zu erreichen 9.2793099e+08 und m_max 2
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 35.37 seconds
+ PhiAdjSO: : Starting ImplicitMidpointRule (Order=2)
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 32.65 seconds
+ PhiAdjSO: : 1:05.82 minutes
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 35.62 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 35.08 seconds
+ Initialization: 0.31 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 36.76 seconds
+ Inner Loop: : InnerCG resNorm : 3193646.8
+ Inner Loop: : Time needed for inner loop: 3:30.47 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 0 brauchte 1 = m innere Iterationen
+ Inner Loop: : 3:30.47 minutes
+ FWISO Subproblem: 2: d(2): Finished first / second inner loop ( 3, 1 steps )
+ *************************************
+ Residuumnorm 2: 3193646.8
+
+ iteration: 2 PROBLEM Number: 3
+ FWISO problem 3: d(2)
+ shot: 3: Solving forward problem...
+ Initialization: 0.32 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 28.28 seconds
+ Assembling Linearized Operators
+ Assembling Linearized Operators
+ Done!
+ Done!
+ after NonlinearEvaluation 81389
+ Prä-Residuumnorm: 1.0872506e+09
+ Inner Loop: : FIRST ORDER Inner Loop with Abbruchkriterium Residuum zu erreichen 1.0867523e+09 und m_max 3
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.99 seconds
+ Initialization: 0.27 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 34.28 seconds
+ Inner Loop: : InnerCG resNorm : 1.0872413e+09
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 32.02 seconds
+ Initialization: 0.27 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 34.36 seconds
+ Inner Loop: : InnerCG resNorm : 1.0872385e+09
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 32.01 seconds
+ Initialization: 0.27 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 34.29 seconds
+ Inner Loop: : InnerCG resNorm : 1.0872365e+09
+ Inner Loop: : Time needed for inner loop: 3:20.19 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 1 brauchte 3 = m innere Iterationen
+ Inner Loop: : 3:20.19 minutes
+ Residuumnorm 1: 1.0872365e+09
+ ----- Intermezzo: Change Operators and Recalculate Residuum -----
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 35.02 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 34.99 seconds
+ Initialization: 0.27 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 36.55 seconds
+ Intermezzo Residuum: 3522301.9
+ ----- Intermezzo Ende -----
+ Inner Loop: : PSI Inner Loop with Abbruchkriterium Residuum zu erreichen 9.776286e+08 und m_max 2
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 35.20 seconds
+ PhiAdjSO: : Starting ImplicitMidpointRule (Order=2)
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 32.65 seconds
+ PhiAdjSO: : 1:05.76 minutes
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 35.38 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 34.83 seconds
+ Initialization: 0.35 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 36.47 seconds
+ Inner Loop: : InnerCG resNorm : 3325267.6
+ Inner Loop: : Time needed for inner loop: 3:29.37 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 0 brauchte 1 = m innere Iterationen
+ Inner Loop: : 3:29.37 minutes
+ FWISO Subproblem: 3: d(2): Finished first / second inner loop ( 3, 1 steps )
+ *************************************
+ Residuumnorm 2: 3325267.6
+
+ iteration: 2 PROBLEM Number: 4
+ FWISO problem 4: d(2)
+ shot: 4: Solving forward problem...
+ Initialization: 0.32 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.12 seconds
+ Assembling Linearized Operators
+ Assembling Linearized Operators
+ Done!
+ Done!
+ after NonlinearEvaluation 82177
+ Prä-Residuumnorm: 9.8696811e+08
+ Inner Loop: : FIRST ORDER Inner Loop with Abbruchkriterium Residuum zu erreichen 9.8644153e+08 und m_max 3
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.96 seconds
+ Initialization: 0.27 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 35.94 seconds
+ Inner Loop: : InnerCG resNorm : 9.869646e+08
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.97 seconds
+ Initialization: 0.27 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 35.94 seconds
+ Inner Loop: : InnerCG resNorm : 9.8696238e+08
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 32.01 seconds
+ Initialization: 0.27 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 35.88 seconds
+ Inner Loop: : InnerCG resNorm : 9.8696082e+08
+ Inner Loop: : Time needed for inner loop: 3:24.96 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 1 brauchte 3 = m innere Iterationen
+ Inner Loop: : 3:24.96 minutes
+ Residuumnorm 1: 9.8696082e+08
+ ----- Intermezzo: Change Operators and Recalculate Residuum -----
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 36.82 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 36.59 seconds
+ Initialization: 0.31 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 38.44 seconds
+ Intermezzo Residuum: 3520021.1
+ ----- Intermezzo Ende -----
+ Inner Loop: : PSI Inner Loop with Abbruchkriterium Residuum zu erreichen 8.8732345e+08 und m_max 2
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 36.89 seconds
+ PhiAdjSO: : Starting ImplicitMidpointRule (Order=2)
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 32.52 seconds
+ PhiAdjSO: : 1:05.76 minutes
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 37.11 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 36.40 seconds
+ Initialization: 0.31 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 38.38 seconds
+ Inner Loop: : InnerCG resNorm : 3341592.9
+ Inner Loop: : Time needed for inner loop: 3:36.36 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 0 brauchte 1 = m innere Iterationen
+ Inner Loop: : 3:36.36 minutes
+ FWISO Subproblem: 4: d(2): Finished first / second inner loop ( 3, 1 steps )
+ *************************************
+ Residuumnorm 2: 3341592.9
+
+ iteration: 2 PROBLEM Number: 5
+ FWISO problem 5: d(2)
+ shot: 5: Solving forward problem...
+ Initialization: 0.32 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 33.12 seconds
+ Assembling Linearized Operators
+ Assembling Linearized Operators
+ Done!
+ Done!
+ after NonlinearEvaluation 82174
+ Prä-Residuumnorm: 9.5339254e+08
+ Inner Loop: : FIRST ORDER Inner Loop with Abbruchkriterium Residuum zu erreichen 9.5315958e+08 und m_max 3
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.98 seconds
+ Initialization: 0.27 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 38.29 seconds
+ Inner Loop: : InnerCG resNorm : 9.5338659e+08
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.96 seconds
+ Initialization: 0.27 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 38.49 seconds
+ Inner Loop: : InnerCG resNorm : 9.5338484e+08
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.96 seconds
+ Initialization: 0.27 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 38.40 seconds
+ Inner Loop: : InnerCG resNorm : 9.5338292e+08
+ Inner Loop: : Time needed for inner loop: 3:32.32 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 1 brauchte 3 = m innere Iterationen
+ Inner Loop: : 3:32.32 minutes
+ Residuumnorm 1: 9.5338292e+08
+ ----- Intermezzo: Change Operators and Recalculate Residuum -----
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 39.59 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 39.52 seconds
+ Initialization: 0.31 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 41.44 seconds
+ Intermezzo Residuum: 2934724.8
+ ----- Intermezzo Ende -----
+ Inner Loop: : PSI Inner Loop with Abbruchkriterium Residuum zu erreichen 8.5763396e+08 und m_max 2
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 39.86 seconds
+ PhiAdjSO: : Starting ImplicitMidpointRule (Order=2)
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 32.49 seconds
+ PhiAdjSO: : 1:05.85 minutes
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 40.16 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 38.98 seconds
+ Initialization: 0.31 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 40.65 seconds
+ Inner Loop: : InnerCG resNorm : 2810078.8
+ Inner Loop: : Time needed for inner loop: 3:47.20 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 0 brauchte 1 = m innere Iterationen
+ Inner Loop: : 3:47.20 minutes
+ FWISO Subproblem: 5: d(2): Finished first / second inner loop ( 3, 1 steps )
+ *************************************
+ Residuumnorm 2: 2810078.8
+
+
+ Iteration Main Looop Counting Variable iter: 3
+
+ iteration: 3 PROBLEM Number: 0
+ FWISO problem 0: d(3)
+ shot: 0: Solving forward problem...
+ Initialization: 0.32 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 33.62 seconds
+ Assembling Linearized Operators
+ Assembling Linearized Operators
+ Done!
+ Done!
+ after NonlinearEvaluation 82126
+ Prä-Residuumnorm: 9.3268901e+08
+ Inner Loop: : FIRST ORDER Inner Loop with Abbruchkriterium Residuum zu erreichen 9.3229297e+08 und m_max 5
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.88 seconds
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 38.52 seconds
+ Inner Loop: : InnerCG resNorm : 9.326852e+08
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.95 seconds
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 38.95 seconds
+ Inner Loop: : InnerCG resNorm : 9.3268418e+08
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.96 seconds
+ Initialization: 0.27 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 38.94 seconds
+ Inner Loop: : InnerCG resNorm : 9.3268289e+08
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.97 seconds
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 38.97 seconds
+ Inner Loop: : InnerCG resNorm : 9.3268216e+08
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.97 seconds
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 39.00 seconds
+ Inner Loop: : InnerCG resNorm : 9.3268168e+08
+ Inner Loop: : Time needed for inner loop: 5:59.00 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 1 brauchte 5 = m innere Iterationen
+ Inner Loop: : 5:59.00 minutes
+ Residuumnorm 1: 9.3268168e+08
+ ----- Intermezzo: Change Operators and Recalculate Residuum -----
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 40.49 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 40.31 seconds
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 42.50 seconds
+ Intermezzo Residuum: 2395209.8
+ ----- Intermezzo Ende -----
+ Inner Loop: : PSI Inner Loop with Abbruchkriterium Residuum zu erreichen 7.5451573e+08 und m_max 2
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 40.63 seconds
+ PhiAdjSO: : Starting ImplicitMidpointRule (Order=2)
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 32.59 seconds
+ PhiAdjSO: : 1:05.68 minutes
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 40.67 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 39.36 seconds
+ Initialization: 0.31 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 41.63 seconds
+ Inner Loop: : InnerCG resNorm : 2330477.6
+ Inner Loop: : Time needed for inner loop: 3:49.82 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 0 brauchte 1 = m innere Iterationen
+ Inner Loop: : 3:49.82 minutes
+ FWISO Subproblem: 0: d(3): Finished first / second inner loop ( 5, 1 steps )
+ *************************************
+ Residuumnorm 2: 2330477.6
+
+ iteration: 3 PROBLEM Number: 1
+ FWISO problem 1: d(3)
+ shot: 1: Solving forward problem...
+ Initialization: 0.32 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.36 seconds
+ Assembling Linearized Operators
+ Assembling Linearized Operators
+ Done!
+ Done!
+ after NonlinearEvaluation 82276
+ Prä-Residuumnorm: 9.6938351e+08
+ Inner Loop: : FIRST ORDER Inner Loop with Abbruchkriterium Residuum zu erreichen 9.6918282e+08 und m_max 5
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.94 seconds
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 36.10 seconds
+ Inner Loop: : InnerCG resNorm : 9.6937407e+08
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.93 seconds
+ Initialization: 0.27 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 36.22 seconds
+ Inner Loop: : InnerCG resNorm : 9.6937239e+08
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.95 seconds
+ Initialization: 0.26 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 36.14 seconds
+ Inner Loop: : InnerCG resNorm : 9.6937185e+08
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.95 seconds
+ Initialization: 0.27 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 36.22 seconds
+ Inner Loop: : InnerCG resNorm : 9.6937124e+08
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.91 seconds
+ Initialization: 0.27 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 36.21 seconds
+ Inner Loop: : InnerCG resNorm : 9.6937093e+08
+ Inner Loop: : Time needed for inner loop: 5:45.00 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 1 brauchte 5 = m innere Iterationen
+ Inner Loop: : 5:45.00 minutes
+ Residuumnorm 1: 9.6937093e+08
+ ----- Intermezzo: Change Operators and Recalculate Residuum -----
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 37.19 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 37.13 seconds
+ Initialization: 0.27 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 38.49 seconds
+ Intermezzo Residuum: 2626849.6
+ ----- Intermezzo Ende -----
+ Inner Loop: : PSI Inner Loop with Abbruchkriterium Residuum zu erreichen 7.8471296e+08 und m_max 2
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 37.27 seconds
+ PhiAdjSO: : Starting ImplicitMidpointRule (Order=2)
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 32.38 seconds
+ PhiAdjSO: : 1:05.68 minutes
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 37.60 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 36.64 seconds
+ Initialization: 0.31 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 38.22 seconds
+ Inner Loop: : InnerCG resNorm : 2567374.4
+ Inner Loop: : Time needed for inner loop: 3:37.25 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 0 brauchte 1 = m innere Iterationen
+ Inner Loop: : 3:37.25 minutes
+ FWISO Subproblem: 1: d(3): Finished first / second inner loop ( 5, 1 steps )
+ *************************************
+ Residuumnorm 2: 2567374.4
+
+ iteration: 3 PROBLEM Number: 2
+ FWISO problem 2: d(3)
+ shot: 2: Solving forward problem...
+ Initialization: 0.32 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 28.41 seconds
+ Assembling Linearized Operators
+ Assembling Linearized Operators
+ Done!
+ Done!
+ after NonlinearEvaluation 84355
+ Prä-Residuumnorm: 1.0316882e+09
+ Inner Loop: : FIRST ORDER Inner Loop with Abbruchkriterium Residuum zu erreichen 1.0314679e+09 und m_max 5
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.91 seconds
+ Initialization: 0.27 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 34.47 seconds
+ Inner Loop: : InnerCG resNorm : 1.0316798e+09
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.95 seconds
+ Initialization: 0.27 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 34.46 seconds
+ Inner Loop: : InnerCG resNorm : 1.0316789e+09
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.94 seconds
+ Initialization: 0.27 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 34.40 seconds
+ Inner Loop: : InnerCG resNorm : 1.0316781e+09
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.93 seconds
+ Initialization: 0.27 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 34.48 seconds
+ Inner Loop: : InnerCG resNorm : 1.0316776e+09
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.95 seconds
+ Initialization: 0.26 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 34.41 seconds
+ Inner Loop: : InnerCG resNorm : 1.0316773e+09
+ Inner Loop: : Time needed for inner loop: 5:36.00 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 1 brauchte 5 = m innere Iterationen
+ Inner Loop: : 5:36.00 minutes
+ Residuumnorm 1: 1.0316773e+09
+ ----- Intermezzo: Change Operators and Recalculate Residuum -----
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 35.19 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 35.11 seconds
+ Initialization: 0.31 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 36.72 seconds
+ Intermezzo Residuum: 2695752
+ ----- Intermezzo Ende -----
+ Inner Loop: : PSI Inner Loop with Abbruchkriterium Residuum zu erreichen 8.3513215e+08 und m_max 2
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 35.38 seconds
+ PhiAdjSO: : Starting ImplicitMidpointRule (Order=2)
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 32.50 seconds
+ PhiAdjSO: : 1:05.79 minutes
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 35.60 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 35.08 seconds
+ Initialization: 0.27 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 36.64 seconds
+ Inner Loop: : InnerCG resNorm : 2634031.6
+ Inner Loop: : Time needed for inner loop: 3:30.19 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 0 brauchte 1 = m innere Iterationen
+ Inner Loop: : 3:30.19 minutes
+ FWISO Subproblem: 2: d(3): Finished first / second inner loop ( 5, 1 steps )
+ *************************************
+ Residuumnorm 2: 2634031.6
+
+ iteration: 3 PROBLEM Number: 3
+ FWISO problem 3: d(3)
+ shot: 3: Solving forward problem...
+ Initialization: 0.32 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 28.22 seconds
+ Assembling Linearized Operators
+ Assembling Linearized Operators
+ Done!
+ Done!
+ after NonlinearEvaluation 82402
+ Prä-Residuumnorm: 1.0872436e+09
+ Inner Loop: : FIRST ORDER Inner Loop with Abbruchkriterium Residuum zu erreichen 1.0869114e+09 und m_max 5
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.91 seconds
+ Initialization: 0.27 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 34.22 seconds
+ Inner Loop: : InnerCG resNorm : 1.0872373e+09
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.95 seconds
+ Initialization: 0.27 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 34.28 seconds
+ Inner Loop: : InnerCG resNorm : 1.087236e+09
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.96 seconds
+ Initialization: 0.26 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 34.22 seconds
+ Inner Loop: : InnerCG resNorm : 1.0872351e+09
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.92 seconds
+ Initialization: 0.27 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 34.23 seconds
+ Inner Loop: : InnerCG resNorm : 1.0872345e+09
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.93 seconds
+ Initialization: 0.27 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 34.24 seconds
+ Inner Loop: : InnerCG resNorm : 1.0872343e+09
+ Inner Loop: : Time needed for inner loop: 5:35.00 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 1 brauchte 5 = m innere Iterationen
+ Inner Loop: : 5:35.00 minutes
+ Residuumnorm 1: 1.0872343e+09
+ ----- Intermezzo: Change Operators and Recalculate Residuum -----
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 34.89 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 34.86 seconds
+ Initialization: 0.31 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 36.45 seconds
+ Intermezzo Residuum: 2732014.8
+ ----- Intermezzo Ende -----
+ Inner Loop: : PSI Inner Loop with Abbruchkriterium Residuum zu erreichen 8.7986008e+08 und m_max 2
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 35.07 seconds
+ PhiAdjSO: : Starting ImplicitMidpointRule (Order=2)
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 32.62 seconds
+ PhiAdjSO: : 1:05.67 minutes
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 35.12 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 34.84 seconds
+ Initialization: 0.30 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 36.39 seconds
+ Inner Loop: : InnerCG resNorm : 2685811.3
+ Inner Loop: : Time needed for inner loop: 3:28.81 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 0 brauchte 1 = m innere Iterationen
+ Inner Loop: : 3:28.81 minutes
+ FWISO Subproblem: 3: d(3): Finished first / second inner loop ( 5, 1 steps )
+ *************************************
+ Residuumnorm 2: 2685811.3
+
+ iteration: 3 PROBLEM Number: 4
+ FWISO problem 4: d(3)
+ shot: 4: Solving forward problem...
+ Initialization: 0.31 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.07 seconds
+ Assembling Linearized Operators
+ Assembling Linearized Operators
+ Done!
+ Done!
+ after NonlinearEvaluation 83086
+ Prä-Residuumnorm: 9.8696406e+08
+ Inner Loop: : FIRST ORDER Inner Loop with Abbruchkriterium Residuum zu erreichen 9.86613e+08 und m_max 5
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.93 seconds
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 35.91 seconds
+ Inner Loop: : InnerCG resNorm : 9.8696099e+08
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.96 seconds
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 35.98 seconds
+ Inner Loop: : InnerCG resNorm : 9.8695993e+08
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.97 seconds
+ Initialization: 0.27 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 35.85 seconds
+ Inner Loop: : InnerCG resNorm : 9.8695927e+08
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.98 seconds
+ Initialization: 0.27 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 35.87 seconds
+ Inner Loop: : InnerCG resNorm : 9.8695888e+08
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.97 seconds
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 35.68 seconds
+ Inner Loop: : InnerCG resNorm : 9.8695858e+08
+ Inner Loop: : Time needed for inner loop: 5:41.15 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 1 brauchte 5 = m innere Iterationen
+ Inner Loop: : 5:41.15 minutes
+ Residuumnorm 1: 9.8695858e+08
+ ----- Intermezzo: Change Operators and Recalculate Residuum -----
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 36.78 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 36.61 seconds
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 38.43 seconds
+ Intermezzo Residuum: 2818161
+ ----- Intermezzo Ende -----
+ Inner Loop: : PSI Inner Loop with Abbruchkriterium Residuum zu erreichen 7.9858782e+08 und m_max 2
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 36.96 seconds
+ PhiAdjSO: : Starting ImplicitMidpointRule (Order=2)
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 32.45 seconds
+ PhiAdjSO: : 1:05.70 minutes
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 37.07 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 36.48 seconds
+ Initialization: 0.33 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 38.08 seconds
+ Inner Loop: : InnerCG resNorm : 2756352.4
+ Inner Loop: : Time needed for inner loop: 3:38.00 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 0 brauchte 1 = m innere Iterationen
+ Inner Loop: : 3:38.00 minutes
+ FWISO Subproblem: 4: d(3): Finished first / second inner loop ( 5, 1 steps )
+ *************************************
+ Residuumnorm 2: 2756352.4
+
+ iteration: 3 PROBLEM Number: 5
+ FWISO problem 5: d(3)
+ shot: 5: Solving forward problem...
+ Initialization: 0.32 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 33.03 seconds
+ Assembling Linearized Operators
+ Assembling Linearized Operators
+ Done!
+ Done!
+ after NonlinearEvaluation 83247
+ Prä-Residuumnorm: 9.5338504e+08
+ Inner Loop: : FIRST ORDER Inner Loop with Abbruchkriterium Residuum zu erreichen 9.5322973e+08 und m_max 5
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.92 seconds
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 38.34 seconds
+ Inner Loop: : InnerCG resNorm : 9.5338298e+08
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.98 seconds
+ Initialization: 0.27 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 38.59 seconds
+ Inner Loop: : InnerCG resNorm : 9.5338238e+08
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.96 seconds
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 38.37 seconds
+ Inner Loop: : InnerCG resNorm : 9.5338176e+08
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.96 seconds
+ Initialization: 0.27 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 38.40 seconds
+ Inner Loop: : InnerCG resNorm : 9.5338141e+08
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.95 seconds
+ Initialization: 0.27 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 38.51 seconds
+ Inner Loop: : InnerCG resNorm : 9.5338125e+08
+ Inner Loop: : Time needed for inner loop: 5:54.04 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 1 brauchte 5 = m innere Iterationen
+ Inner Loop: : 5:54.04 minutes
+ Residuumnorm 1: 9.5338125e+08
+ ----- Intermezzo: Change Operators and Recalculate Residuum -----
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 39.76 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 39.56 seconds
+ Initialization: 0.31 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 41.56 seconds
+ Intermezzo Residuum: 2345071.2
+ ----- Intermezzo Ende -----
+ Inner Loop: : PSI Inner Loop with Abbruchkriterium Residuum zu erreichen 7.7186449e+08 und m_max 2
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 39.95 seconds
+ PhiAdjSO: : Starting ImplicitMidpointRule (Order=2)
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 32.53 seconds
+ PhiAdjSO: : 1:05.67 minutes
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 39.88 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 39.05 seconds
+ Initialization: 0.33 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 40.66 seconds
+ Inner Loop: : InnerCG resNorm : 2302454.5
+ Inner Loop: : Time needed for inner loop: 3:46.92 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 0 brauchte 1 = m innere Iterationen
+ Inner Loop: : 3:46.92 minutes
+ FWISO Subproblem: 5: d(3): Finished first / second inner loop ( 5, 1 steps )
+ *************************************
+ Residuumnorm 2: 2302454.5
+
+
+ Iteration Main Looop Counting Variable iter: 4
+
+ iteration: 4 PROBLEM Number: 0
+ FWISO problem 0: d(4)
+ shot: 0: Solving forward problem...
+ Initialization: 0.32 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 33.57 seconds
+ Assembling Linearized Operators
+ Assembling Linearized Operators
+ Done!
+ Done!
+ after NonlinearEvaluation 83256
+ Prä-Residuumnorm: 9.3268529e+08
+ Inner Loop: : FIRST ORDER Inner Loop with Abbruchkriterium Residuum zu erreichen 9.3244767e+08 und m_max 8
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.89 seconds
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 38.78 seconds
+ Inner Loop: : InnerCG resNorm : 9.3268274e+08
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.93 seconds
+ Initialization: 0.27 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 39.04 seconds
+ Inner Loop: : InnerCG resNorm : 9.326822e+08
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.94 seconds
+ Initialization: 0.27 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 38.79 seconds
+ Inner Loop: : InnerCG resNorm : 9.3268175e+08
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.95 seconds
+ Initialization: 0.27 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 38.99 seconds
+ Inner Loop: : InnerCG resNorm : 9.3268141e+08
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.98 seconds
+ Initialization: 0.27 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 38.95 seconds
+ Inner Loop: : InnerCG resNorm : 9.3268105e+08
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.95 seconds
+ Initialization: 0.27 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 38.85 seconds
+ Inner Loop: : InnerCG resNorm : 9.3268086e+08
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.93 seconds
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 38.88 seconds
+ Inner Loop: : InnerCG resNorm : 9.326807e+08
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.94 seconds
+ Initialization: 0.27 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 39.02 seconds
+ Inner Loop: : InnerCG resNorm : 9.3268062e+08
+ Inner Loop: : Time needed for inner loop: 9:33.00 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 1 brauchte 8 = m innere Iterationen
+ Inner Loop: : 9:33.00 minutes
+ Residuumnorm 1: 9.3268062e+08
+ ----- Intermezzo: Change Operators and Recalculate Residuum -----
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 40.41 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 40.31 seconds
+ Initialization: 0.31 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 42.29 seconds
+ Intermezzo Residuum: 1934750.4
+ ----- Intermezzo Ende -----
+ Inner Loop: : PSI Inner Loop with Abbruchkriterium Residuum zu erreichen 6.7906145e+08 und m_max 2
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 40.62 seconds
+ PhiAdjSO: : Starting ImplicitMidpointRule (Order=2)
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 32.41 seconds
+ PhiAdjSO: : 1:05.59 minutes
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 40.81 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 39.42 seconds
+ Initialization: 0.32 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 41.34 seconds
+ Inner Loop: : InnerCG resNorm : 1904796
+ Inner Loop: : Time needed for inner loop: 3:49.59 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 0 brauchte 1 = m innere Iterationen
+ Inner Loop: : 3:49.59 minutes
+ FWISO Subproblem: 0: d(4): Finished first / second inner loop ( 8, 1 steps )
+ *************************************
+ Residuumnorm 2: 1904796
+
+ iteration: 4 PROBLEM Number: 1
+ FWISO problem 1: d(4)
+ shot: 1: Solving forward problem...
+ Initialization: 0.32 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.43 seconds
+ Assembling Linearized Operators
+ Assembling Linearized Operators
+ Done!
+ Done!
+ after NonlinearEvaluation 83956
+ Prä-Residuumnorm: 9.6938027e+08
+ Inner Loop: : FIRST ORDER Inner Loop with Abbruchkriterium Residuum zu erreichen 9.6925986e+08 und m_max 8
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.90 seconds
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 36.24 seconds
+ Inner Loop: : InnerCG resNorm : 9.6937279e+08
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.97 seconds
+ Initialization: 0.27 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 36.20 seconds
+ Inner Loop: : InnerCG resNorm : 9.6937151e+08
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.96 seconds
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 36.13 seconds
+ Inner Loop: : InnerCG resNorm : 9.6937113e+08
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.97 seconds
+ Initialization: 0.27 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 36.16 seconds
+ Inner Loop: : InnerCG resNorm : 9.6937066e+08
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.95 seconds
+ Initialization: 0.27 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 36.12 seconds
+ Inner Loop: : InnerCG resNorm : 9.6937029e+08
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.99 seconds
+ Initialization: 0.27 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 36.05 seconds
+ Inner Loop: : InnerCG resNorm : 9.6937005e+08
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 32.01 seconds
+ Initialization: 0.27 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 36.12 seconds
+ Inner Loop: : InnerCG resNorm : 9.6936995e+08
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.97 seconds
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 36.03 seconds
+ Inner Loop: : InnerCG resNorm : 9.6936979e+08
+ Inner Loop: : Time needed for inner loop: 9:11.00 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 1 brauchte 8 = m innere Iterationen
+ Inner Loop: : 9:11.00 minutes
+ Residuumnorm 1: 9.6936979e+08
+ ----- Intermezzo: Change Operators and Recalculate Residuum -----
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 37.17 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 36.96 seconds
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 38.57 seconds
+ Intermezzo Residuum: 2182558.1
+ ----- Intermezzo Ende -----
+ Inner Loop: : PSI Inner Loop with Abbruchkriterium Residuum zu erreichen 7.0623931e+08 und m_max 2
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 37.22 seconds
+ PhiAdjSO: : Starting ImplicitMidpointRule (Order=2)
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 32.58 seconds
+ PhiAdjSO: : 1:05.59 minutes
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 37.17 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 36.57 seconds
+ Initialization: 0.33 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 38.52 seconds
+ Inner Loop: : InnerCG resNorm : 2141664.7
+ Inner Loop: : Time needed for inner loop: 3:36.93 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 0 brauchte 1 = m innere Iterationen
+ Inner Loop: : 3:36.93 minutes
+ FWISO Subproblem: 1: d(4): Finished first / second inner loop ( 8, 1 steps )
+ *************************************
+ Residuumnorm 2: 2141664.7
+
+ iteration: 4 PROBLEM Number: 2
+ FWISO problem 2: d(4)
+ shot: 2: Solving forward problem...
+ Initialization: 0.32 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 28.47 seconds
+ Assembling Linearized Operators
+ Assembling Linearized Operators
+ Done!
+ Done!
+ after NonlinearEvaluation 84578
+ Prä-Residuumnorm: 1.0316873e+09
+ Inner Loop: : FIRST ORDER Inner Loop with Abbruchkriterium Residuum zu erreichen 1.0315552e+09 und m_max 8
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.92 seconds
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 34.41 seconds
+ Inner Loop: : InnerCG resNorm : 1.0316788e+09
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.93 seconds
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 34.40 seconds
+ Inner Loop: : InnerCG resNorm : 1.031678e+09
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.94 seconds
+ Initialization: 0.27 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 34.46 seconds
+ Inner Loop: : InnerCG resNorm : 1.0316774e+09
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.92 seconds
+ Initialization: 0.27 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 34.51 seconds
+ Inner Loop: : InnerCG resNorm : 1.031677e+09
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.91 seconds
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 34.41 seconds
+ Inner Loop: : InnerCG resNorm : 1.0316768e+09
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.93 seconds
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 34.50 seconds
+ Inner Loop: : InnerCG resNorm : 1.0316766e+09
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.94 seconds
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 34.48 seconds
+ Inner Loop: : InnerCG resNorm : 1.0316764e+09
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.92 seconds
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 34.38 seconds
+ Inner Loop: : InnerCG resNorm : 1.0316762e+09
+ Inner Loop: : Time needed for inner loop: 8:58.00 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 1 brauchte 8 = m innere Iterationen
+ Inner Loop: : 8:58.00 minutes
+ Residuumnorm 1: 1.0316762e+09
+ ----- Intermezzo: Change Operators and Recalculate Residuum -----
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 35.30 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 35.11 seconds
+ Initialization: 0.26 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 36.68 seconds
+ Intermezzo Residuum: 2246467
+ ----- Intermezzo Ende -----
+ Inner Loop: : PSI Inner Loop with Abbruchkriterium Residuum zu erreichen 7.516183e+08 und m_max 2
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 35.39 seconds
+ PhiAdjSO: : Starting ImplicitMidpointRule (Order=2)
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 32.44 seconds
+ PhiAdjSO: : 1:05.52 minutes
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 35.54 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 34.95 seconds
+ Initialization: 0.31 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 36.54 seconds
+ Inner Loop: : InnerCG resNorm : 2205085.1
+ Inner Loop: : Time needed for inner loop: 3:29.73 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 0 brauchte 1 = m innere Iterationen
+ Inner Loop: : 3:29.73 minutes
+ FWISO Subproblem: 2: d(4): Finished first / second inner loop ( 8, 1 steps )
+ *************************************
+ Residuumnorm 2: 2205085.1
+
+ iteration: 4 PROBLEM Number: 3
+ FWISO problem 3: d(4)
+ shot: 3: Solving forward problem...
+ Initialization: 0.33 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 28.12 seconds
+ Assembling Linearized Operators
+ Assembling Linearized Operators
+ Done!
+ Done!
+ after NonlinearEvaluation 84050
+ Prä-Residuumnorm: 1.0872414e+09
+ Inner Loop: : FIRST ORDER Inner Loop with Abbruchkriterium Residuum zu erreichen 1.087042e+09 und m_max 8
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.91 seconds
+ Initialization: 0.27 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 34.27 seconds
+ Inner Loop: : InnerCG resNorm : 1.087236e+09
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.89 seconds
+ Initialization: 0.27 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 34.16 seconds
+ Inner Loop: : InnerCG resNorm : 1.087235e+09
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.91 seconds
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 34.25 seconds
+ Inner Loop: : InnerCG resNorm : 1.0872345e+09
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.93 seconds
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 34.24 seconds
+ Inner Loop: : InnerCG resNorm : 1.0872342e+09
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.89 seconds
+ Initialization: 0.27 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 34.24 seconds
+ Inner Loop: : InnerCG resNorm : 1.0872339e+09
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.91 seconds
+ Initialization: 0.27 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 34.15 seconds
+ Inner Loop: : InnerCG resNorm : 1.0872338e+09
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.93 seconds
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 34.25 seconds
+ Inner Loop: : InnerCG resNorm : 1.0872336e+09
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.92 seconds
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 34.23 seconds
+ Inner Loop: : InnerCG resNorm : 1.0872334e+09
+ Inner Loop: : Time needed for inner loop: 8:56.00 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 1 brauchte 8 = m innere Iterationen
+ Inner Loop: : 8:56.00 minutes
+ Residuumnorm 1: 1.0872334e+09
+ ----- Intermezzo: Change Operators and Recalculate Residuum -----
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 35.02 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 34.83 seconds
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 36.16 seconds
+ Intermezzo Residuum: 2349439.8
+ ----- Intermezzo Ende -----
+ Inner Loop: : PSI Inner Loop with Abbruchkriterium Residuum zu erreichen 7.9187244e+08 und m_max 2
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 35.14 seconds
+ PhiAdjSO: : Starting ImplicitMidpointRule (Order=2)
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 32.53 seconds
+ PhiAdjSO: : 1:05.63 minutes
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 35.20 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 34.79 seconds
+ Initialization: 0.31 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 36.31 seconds
+ Inner Loop: : InnerCG resNorm : 2315744
+ Inner Loop: : Time needed for inner loop: 3:28.78 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 0 brauchte 1 = m innere Iterationen
+ Inner Loop: : 3:28.78 minutes
+ FWISO Subproblem: 3: d(4): Finished first / second inner loop ( 8, 1 steps )
+ *************************************
+ Residuumnorm 2: 2315744
+
+ iteration: 4 PROBLEM Number: 4
+ FWISO problem 4: d(4)
+ shot: 4: Solving forward problem...
+ Initialization: 0.32 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.08 seconds
+ Assembling Linearized Operators
+ Assembling Linearized Operators
+ Done!
+ Done!
+ after NonlinearEvaluation 83436
+ Prä-Residuumnorm: 9.869625e+08
+ Inner Loop: : FIRST ORDER Inner Loop with Abbruchkriterium Residuum zu erreichen 9.8675187e+08 und m_max 8
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.90 seconds
+ Initialization: 0.29 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 35.86 seconds
+ Inner Loop: : InnerCG resNorm : 9.8695974e+08
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.89 seconds
+ Initialization: 0.27 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 35.88 seconds
+ Inner Loop: : InnerCG resNorm : 9.8695902e+08
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.91 seconds
+ Initialization: 0.27 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 35.75 seconds
+ Inner Loop: : InnerCG resNorm : 9.8695859e+08
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.91 seconds
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 35.74 seconds
+ Inner Loop: : InnerCG resNorm : 9.869582e+08
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.89 seconds
+ Initialization: 0.26 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 35.75 seconds
+ Inner Loop: : InnerCG resNorm : 9.8695796e+08
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.91 seconds
+ Initialization: 0.27 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 35.76 seconds
+ Inner Loop: : InnerCG resNorm : 9.8695776e+08
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.92 seconds
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 35.71 seconds
+ Inner Loop: : InnerCG resNorm : 9.869576e+08
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.92 seconds
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 35.76 seconds
+ Inner Loop: : InnerCG resNorm : 9.8695737e+08
+ Inner Loop: : Time needed for inner loop: 9:08.00 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 1 brauchte 8 = m innere Iterationen
+ Inner Loop: : 9:08.00 minutes
+ Residuumnorm 1: 9.8695737e+08
+ ----- Intermezzo: Change Operators and Recalculate Residuum -----
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 36.72 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 36.43 seconds
+ Initialization: 0.29 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 38.38 seconds
+ Intermezzo Residuum: 2356864.4
+ ----- Intermezzo Ende -----
+ Inner Loop: : PSI Inner Loop with Abbruchkriterium Residuum zu erreichen 7.1872791e+08 und m_max 2
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 36.74 seconds
+ PhiAdjSO: : Starting ImplicitMidpointRule (Order=2)
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 32.64 seconds
+ PhiAdjSO: : 1:05.69 minutes
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 36.80 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 36.43 seconds
+ Initialization: 0.31 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 38.12 seconds
+ Inner Loop: : InnerCG resNorm : 2312314.5
+ Inner Loop: : Time needed for inner loop: 3:35.54 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 0 brauchte 1 = m innere Iterationen
+ Inner Loop: : 3:35.54 minutes
+ FWISO Subproblem: 4: d(4): Finished first / second inner loop ( 8, 1 steps )
+ *************************************
+ Residuumnorm 2: 2312314.5
+
+ iteration: 4 PROBLEM Number: 5
+ FWISO problem 5: d(4)
+ shot: 5: Solving forward problem...
+ Initialization: 0.33 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 33.08 seconds
+ Assembling Linearized Operators
+ Assembling Linearized Operators
+ Done!
+ Done!
+ after NonlinearEvaluation 83378
+ Prä-Residuumnorm: 9.53385e+08
+ Inner Loop: : FIRST ORDER Inner Loop with Abbruchkriterium Residuum zu erreichen 9.5329182e+08 und m_max 8
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.91 seconds
+ Initialization: 0.27 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 38.46 seconds
+ Inner Loop: : InnerCG resNorm : 9.533824e+08
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.93 seconds
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 38.65 seconds
+ Inner Loop: : InnerCG resNorm : 9.5338161e+08
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.96 seconds
+ Initialization: 0.27 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 38.59 seconds
+ Inner Loop: : InnerCG resNorm : 9.5338121e+08
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.97 seconds
+ Initialization: 0.27 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 38.55 seconds
+ Inner Loop: : InnerCG resNorm : 9.5338102e+08
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.96 seconds
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 38.41 seconds
+ Inner Loop: : InnerCG resNorm : 9.5338087e+08
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.97 seconds
+ Initialization: 0.27 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 38.17 seconds
+ Inner Loop: : InnerCG resNorm : 9.533807e+08
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.97 seconds
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 38.63 seconds
+ Inner Loop: : InnerCG resNorm : 9.5338054e+08
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.95 seconds
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 38.48 seconds
+ Inner Loop: : InnerCG resNorm : 9.5338042e+08
+ Inner Loop: : Time needed for inner loop: 9:30.00 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 1 brauchte 8 = m innere Iterationen
+ Inner Loop: : 9:30.00 minutes
+ Residuumnorm 1: 9.5338042e+08
+ ----- Intermezzo: Change Operators and Recalculate Residuum -----
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 39.64 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 39.56 seconds
+ Initialization: 0.30 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 41.39 seconds
+ Intermezzo Residuum: 1984329.9
+ ----- Intermezzo Ende -----
+ Inner Loop: : PSI Inner Loop with Abbruchkriterium Residuum zu erreichen 6.9467801e+08 und m_max 2
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 39.91 seconds
+ PhiAdjSO: : Starting ImplicitMidpointRule (Order=2)
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 32.47 seconds
+ PhiAdjSO: : 1:05.76 minutes
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 40.02 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 38.97 seconds
+ Initialization: 0.31 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 40.63 seconds
+ Inner Loop: : InnerCG resNorm : 1957548.3
+ Inner Loop: : Time needed for inner loop: 3:49.00 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 0 brauchte 1 = m innere Iterationen
+ Inner Loop: : 3:49.00 minutes
+ FWISO Subproblem: 5: d(4): Finished first / second inner loop ( 8, 1 steps )
+ *************************************
+ Residuumnorm 2: 1957548.3
+
+
+ Iteration Main Looop Counting Variable iter: 5
+
+ iteration: 5 PROBLEM Number: 0
+ FWISO problem 0: d(5)
+ shot: 0: Solving forward problem...
+ Initialization: 0.32 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 33.42 seconds
+ Assembling Linearized Operators
+ Assembling Linearized Operators
+ Done!
+ Done!
+ after NonlinearEvaluation 84178
+ Prä-Residuumnorm: 9.326836e+08
+ Inner Loop: : FIRST ORDER Inner Loop with Abbruchkriterium Residuum zu erreichen 9.3253508e+08 und m_max 10
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.86 seconds
+ Initialization: 0.29 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 38.73 seconds
+ Inner Loop: : InnerCG resNorm : 9.3268184e+08
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.89 seconds
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 38.92 seconds
+ Inner Loop: : InnerCG resNorm : 9.3268136e+08
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.90 seconds
+ Initialization: 0.27 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 39.23 seconds
+ Inner Loop: : InnerCG resNorm : 9.3268102e+08
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.90 seconds
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 38.93 seconds
+ Inner Loop: : InnerCG resNorm : 9.3268081e+08
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.93 seconds
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 38.97 seconds
+ Inner Loop: : InnerCG resNorm : 9.3268067e+08
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.92 seconds
+ Initialization: 0.27 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 38.78 seconds
+ Inner Loop: : InnerCG resNorm : 9.326805e+08
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.91 seconds
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 39.22 seconds
+ Inner Loop: : InnerCG resNorm : 9.3268037e+08
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.89 seconds
+ Initialization: 0.27 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 38.89 seconds
+ Inner Loop: : InnerCG resNorm : 9.326803e+08
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.89 seconds
+ Initialization: 0.27 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 38.97 seconds
+ Inner Loop: : InnerCG resNorm : 9.3268018e+08
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.92 seconds
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 38.85 seconds
+ Inner Loop: : InnerCG resNorm : 9.3268012e+08
+ Inner Loop: : Time needed for inner loop: 11:57.00 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 1 brauchte 10 = m innere Iterationen
+ Inner Loop: : 11:57.00 minutes
+ Residuumnorm 1: 9.3268012e+08
+ ----- Intermezzo: Change Operators and Recalculate Residuum -----
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 40.59 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 40.40 seconds
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 42.36 seconds
+ Intermezzo Residuum: 1694139.7
+ ----- Intermezzo Ende -----
+ Inner Loop: : PSI Inner Loop with Abbruchkriterium Residuum zu erreichen 6.1115419e+08 und m_max 2
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 40.79 seconds
+ PhiAdjSO: : Starting ImplicitMidpointRule (Order=2)
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 32.63 seconds
+ PhiAdjSO: : 1:05.65 minutes
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 40.70 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 39.59 seconds
+ Initialization: 0.33 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 41.80 seconds
+ Inner Loop: : InnerCG resNorm : 1677730.1
+ Inner Loop: : Time needed for inner loop: 3:50.34 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 0 brauchte 1 = m innere Iterationen
+ Inner Loop: : 3:50.34 minutes
+ FWISO Subproblem: 0: d(5): Finished first / second inner loop ( 10, 1 steps )
+ *************************************
+ Residuumnorm 2: 1677730.1
+
+ iteration: 5 PROBLEM Number: 1
+ FWISO problem 1: d(5)
+ shot: 1: Solving forward problem...
+ Initialization: 0.32 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.30 seconds
+ Assembling Linearized Operators
+ Assembling Linearized Operators
+ Done!
+ Done!
+ after NonlinearEvaluation 83546
+ Prä-Residuumnorm: 9.6937848e+08
+ Inner Loop: : FIRST ORDER Inner Loop with Abbruchkriterium Residuum zu erreichen 9.6930322e+08 und m_max 10
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.94 seconds
+ Initialization: 0.29 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 36.12 seconds
+ Inner Loop: : InnerCG resNorm : 9.6937173e+08
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.94 seconds
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 36.19 seconds
+ Inner Loop: : InnerCG resNorm : 9.693708e+08
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.95 seconds
+ Initialization: 0.27 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 35.99 seconds
+ Inner Loop: : InnerCG resNorm : 9.6937034e+08
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.97 seconds
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 36.22 seconds
+ Inner Loop: : InnerCG resNorm : 9.6936999e+08
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.96 seconds
+ Initialization: 0.27 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 36.18 seconds
+ Inner Loop: : InnerCG resNorm : 9.6936987e+08
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.98 seconds
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 36.08 seconds
+ Inner Loop: : InnerCG resNorm : 9.6936969e+08
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.98 seconds
+ Initialization: 0.27 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 36.11 seconds
+ Inner Loop: : InnerCG resNorm : 9.6936956e+08
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.99 seconds
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 36.22 seconds
+ Inner Loop: : InnerCG resNorm : 9.6936948e+08
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.99 seconds
+ Initialization: 0.27 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 36.06 seconds
+ Inner Loop: : InnerCG resNorm : 9.693694e+08
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 32.00 seconds
+ Initialization: 0.29 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 36.11 seconds
+ Inner Loop: : InnerCG resNorm : 9.693693e+08
+ Inner Loop: : Time needed for inner loop: 11:30.00 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 1 brauchte 10 = m innere Iterationen
+ Inner Loop: : 11:30.00 minutes
+ Residuumnorm 1: 9.693693e+08
+ ----- Intermezzo: Change Operators and Recalculate Residuum -----
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 37.00 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 36.89 seconds
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 38.84 seconds
+ Intermezzo Residuum: 1946761.8
+ ----- Intermezzo Ende -----
+ Inner Loop: : PSI Inner Loop with Abbruchkriterium Residuum zu erreichen 6.356142e+08 und m_max 2
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 37.11 seconds
+ PhiAdjSO: : Starting ImplicitMidpointRule (Order=2)
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 32.61 seconds
+ PhiAdjSO: : 1:05.64 minutes
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 37.20 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 36.65 seconds
+ Initialization: 0.33 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 38.46 seconds
+ Inner Loop: : InnerCG resNorm : 1917523.8
+ Inner Loop: : Time needed for inner loop: 3:36.81 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 0 brauchte 1 = m innere Iterationen
+ Inner Loop: : 3:36.81 minutes
+ FWISO Subproblem: 1: d(5): Finished first / second inner loop ( 10, 1 steps )
+ *************************************
+ Residuumnorm 2: 1917523.8
+
+ iteration: 5 PROBLEM Number: 2
+ FWISO problem 2: d(5)
+ shot: 2: Solving forward problem...
+ Initialization: 0.32 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 28.43 seconds
+ Assembling Linearized Operators
+ Assembling Linearized Operators
+ Done!
+ Done!
+ after NonlinearEvaluation 84955
+ Prä-Residuumnorm: 1.031688e+09
+ Inner Loop: : FIRST ORDER Inner Loop with Abbruchkriterium Residuum zu erreichen 1.0316054e+09 und m_max 10
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.89 seconds
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 34.42 seconds
+ Inner Loop: : InnerCG resNorm : 1.031678e+09
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.88 seconds
+ Initialization: 0.27 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 34.36 seconds
+ Inner Loop: : InnerCG resNorm : 1.0316772e+09
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.88 seconds
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 34.37 seconds
+ Inner Loop: : InnerCG resNorm : 1.0316767e+09
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.88 seconds
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 34.46 seconds
+ Inner Loop: : InnerCG resNorm : 1.0316764e+09
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.88 seconds
+ Initialization: 0.27 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 34.37 seconds
+ Inner Loop: : InnerCG resNorm : 1.0316762e+09
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.86 seconds
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 34.45 seconds
+ Inner Loop: : InnerCG resNorm : 1.0316761e+09
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.90 seconds
+ Initialization: 0.27 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 34.42 seconds
+ Inner Loop: : InnerCG resNorm : 1.031676e+09
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.89 seconds
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 34.44 seconds
+ Inner Loop: : InnerCG resNorm : 1.0316759e+09
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.89 seconds
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 34.34 seconds
+ Inner Loop: : InnerCG resNorm : 1.0316758e+09
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.90 seconds
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 34.37 seconds
+ Inner Loop: : InnerCG resNorm : 1.0316757e+09
+ Inner Loop: : Time needed for inner loop: 11:11.00 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 1 brauchte 10 = m innere Iterationen
+ Inner Loop: : 11:11.00 minutes
+ Residuumnorm 1: 1.0316757e+09
+ ----- Intermezzo: Change Operators and Recalculate Residuum -----
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 35.10 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 34.98 seconds
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 36.45 seconds
+ Intermezzo Residuum: 1994023.9
+ ----- Intermezzo Ende -----
+ Inner Loop: : PSI Inner Loop with Abbruchkriterium Residuum zu erreichen 6.7645688e+08 und m_max 2
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 35.45 seconds
+ PhiAdjSO: : Starting ImplicitMidpointRule (Order=2)
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 32.53 seconds
+ PhiAdjSO: : 1:05.54 minutes
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 35.31 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 34.87 seconds
+ Initialization: 0.31 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 36.42 seconds
+ Inner Loop: : InnerCG resNorm : 1967099.1
+ Inner Loop: : Time needed for inner loop: 3:29.33 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 0 brauchte 1 = m innere Iterationen
+ Inner Loop: : 3:29.33 minutes
+ FWISO Subproblem: 2: d(5): Finished first / second inner loop ( 10, 1 steps )
+ *************************************
+ Residuumnorm 2: 1967099.1
+
+ iteration: 5 PROBLEM Number: 3
+ FWISO problem 3: d(5)
+ shot: 3: Solving forward problem...
+ Initialization: 0.33 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 28.02 seconds
+ Assembling Linearized Operators
+ Assembling Linearized Operators
+ Done!
+ Done!
+ after NonlinearEvaluation 83526
+ Prä-Residuumnorm: 1.087241e+09
+ Inner Loop: : FIRST ORDER Inner Loop with Abbruchkriterium Residuum zu erreichen 1.0871165e+09 und m_max 10
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.83 seconds
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 34.15 seconds
+ Inner Loop: : InnerCG resNorm : 1.0872351e+09
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.84 seconds
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 34.20 seconds
+ Inner Loop: : InnerCG resNorm : 1.0872342e+09
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.84 seconds
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 34.25 seconds
+ Inner Loop: : InnerCG resNorm : 1.0872338e+09
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.83 seconds
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 34.21 seconds
+ Inner Loop: : InnerCG resNorm : 1.0872336e+09
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.81 seconds
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 34.24 seconds
+ Inner Loop: : InnerCG resNorm : 1.0872334e+09
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.81 seconds
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 34.18 seconds
+ Inner Loop: : InnerCG resNorm : 1.0872333e+09
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.81 seconds
+ Initialization: 0.27 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 34.18 seconds
+ Inner Loop: : InnerCG resNorm : 1.0872332e+09
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.82 seconds
+ Initialization: 0.27 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 34.17 seconds
+ Inner Loop: : InnerCG resNorm : 1.0872331e+09
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.82 seconds
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 34.16 seconds
+ Inner Loop: : InnerCG resNorm : 1.087233e+09
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.83 seconds
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 34.22 seconds
+ Inner Loop: : InnerCG resNorm : 1.0872329e+09
+ Inner Loop: : Time needed for inner loop: 11:09.00 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 1 brauchte 10 = m innere Iterationen
+ Inner Loop: : 11:09.00 minutes
+ Residuumnorm 1: 1.0872329e+09
+ ----- Intermezzo: Change Operators and Recalculate Residuum -----
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 34.87 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 34.79 seconds
+ Initialization: 0.27 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 36.19 seconds
+ Intermezzo Residuum: 2109825.7
+ ----- Intermezzo Ende -----
+ Inner Loop: : PSI Inner Loop with Abbruchkriterium Residuum zu erreichen 7.1268499e+08 und m_max 2
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 35.24 seconds
+ PhiAdjSO: : Starting ImplicitMidpointRule (Order=2)
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 32.50 seconds
+ PhiAdjSO: : 1:05.52 minutes
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 35.25 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 34.71 seconds
+ Initialization: 0.33 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 36.30 seconds
+ Inner Loop: : InnerCG resNorm : 2076537.5
+ Inner Loop: : Time needed for inner loop: 3:28.73 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 0 brauchte 1 = m innere Iterationen
+ Inner Loop: : 3:28.73 minutes
+ FWISO Subproblem: 3: d(5): Finished first / second inner loop ( 10, 1 steps )
+ *************************************
+ Residuumnorm 2: 2076537.5
+
+ iteration: 5 PROBLEM Number: 4
+ FWISO problem 4: d(5)
+ shot: 4: Solving forward problem...
+ Initialization: 0.32 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 29.96 seconds
+ Assembling Linearized Operators
+ Assembling Linearized Operators
+ Done!
+ Done!
+ after NonlinearEvaluation 84368
+ Prä-Residuumnorm: 9.8696347e+08
+ Inner Loop: : FIRST ORDER Inner Loop with Abbruchkriterium Residuum zu erreichen 9.8683183e+08 und m_max 10
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.85 seconds
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 35.84 seconds
+ Inner Loop: : InnerCG resNorm : 9.8695905e+08
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.85 seconds
+ Initialization: 0.27 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 35.79 seconds
+ Inner Loop: : InnerCG resNorm : 9.869582e+08
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.86 seconds
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 35.73 seconds
+ Inner Loop: : InnerCG resNorm : 9.8695769e+08
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.84 seconds
+ Initialization: 0.27 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 35.81 seconds
+ Inner Loop: : InnerCG resNorm : 9.8695744e+08
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.84 seconds
+ Initialization: 0.27 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 35.71 seconds
+ Inner Loop: : InnerCG resNorm : 9.8695734e+08
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.85 seconds
+ Initialization: 0.27 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 35.71 seconds
+ Inner Loop: : InnerCG resNorm : 9.8695722e+08
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.84 seconds
+ Initialization: 0.27 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 35.70 seconds
+ Inner Loop: : InnerCG resNorm : 9.869571e+08
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.88 seconds
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 35.66 seconds
+ Inner Loop: : InnerCG resNorm : 9.8695697e+08
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.88 seconds
+ Initialization: 0.27 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 35.70 seconds
+ Inner Loop: : InnerCG resNorm : 9.8695688e+08
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.85 seconds
+ Initialization: 0.27 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 35.73 seconds
+ Inner Loop: : InnerCG resNorm : 9.8695679e+08
+ Inner Loop: : Time needed for inner loop: 11:25.00 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 1 brauchte 10 = m innere Iterationen
+ Inner Loop: : 11:25.00 minutes
+ Residuumnorm 1: 9.8695679e+08
+ ----- Intermezzo: Change Operators and Recalculate Residuum -----
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 36.62 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 36.48 seconds
+ Initialization: 0.29 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 38.25 seconds
+ Intermezzo Residuum: 2112116.9
+ ----- Intermezzo Ende -----
+ Inner Loop: : PSI Inner Loop with Abbruchkriterium Residuum zu erreichen 6.4685575e+08 und m_max 2
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 36.78 seconds
+ PhiAdjSO: : Starting ImplicitMidpointRule (Order=2)
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 32.60 seconds
+ PhiAdjSO: : 1:05.72 minutes
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 36.84 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 36.25 seconds
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 38.02 seconds
+ Inner Loop: : InnerCG resNorm : 2076057.1
+ Inner Loop: : Time needed for inner loop: 3:35.38 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 0 brauchte 1 = m innere Iterationen
+ Inner Loop: : 3:35.38 minutes
+ FWISO Subproblem: 4: d(5): Finished first / second inner loop ( 10, 1 steps )
+ *************************************
+ Residuumnorm 2: 2076057.1
+
+ iteration: 5 PROBLEM Number: 5
+ FWISO problem 5: d(5)
+ shot: 5: Solving forward problem...
+ Initialization: 0.32 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 32.88 seconds
+ Assembling Linearized Operators
+ Assembling Linearized Operators
+ Done!
+ Done!
+ after NonlinearEvaluation 84380
+ Prä-Residuumnorm: 9.5338338e+08
+ Inner Loop: : FIRST ORDER Inner Loop with Abbruchkriterium Residuum zu erreichen 9.5332514e+08 und m_max 10
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.85 seconds
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 38.31 seconds
+ Inner Loop: : InnerCG resNorm : 9.5338157e+08
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.88 seconds
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 38.55 seconds
+ Inner Loop: : InnerCG resNorm : 9.5338091e+08
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.91 seconds
+ Initialization: 0.26 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 38.59 seconds
+ Inner Loop: : InnerCG resNorm : 9.5338059e+08
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.90 seconds
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 38.36 seconds
+ Inner Loop: : InnerCG resNorm : 9.5338047e+08
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.88 seconds
+ Initialization: 0.27 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 38.27 seconds
+ Inner Loop: : InnerCG resNorm : 9.533804e+08
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.88 seconds
+ Initialization: 0.27 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 38.43 seconds
+ Inner Loop: : InnerCG resNorm : 9.5338029e+08
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.89 seconds
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 38.45 seconds
+ Inner Loop: : InnerCG resNorm : 9.533802e+08
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.88 seconds
+ Initialization: 0.27 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 38.24 seconds
+ Inner Loop: : InnerCG resNorm : 9.5338013e+08
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.89 seconds
+ Initialization: 0.27 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 38.08 seconds
+ Inner Loop: : InnerCG resNorm : 9.5338007e+08
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.88 seconds
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 38.22 seconds
+ Inner Loop: : InnerCG resNorm : 9.5337998e+08
+ Inner Loop: : Time needed for inner loop: 11:51.00 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 1 brauchte 10 = m innere Iterationen
+ Inner Loop: : 11:51.00 minutes
+ Residuumnorm 1: 9.5337998e+08
+ ----- Intermezzo: Change Operators and Recalculate Residuum -----
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 39.79 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 39.61 seconds
+ Initialization: 0.29 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 41.66 seconds
+ Intermezzo Residuum: 1754239.4
+ ----- Intermezzo Ende -----
+ Inner Loop: : PSI Inner Loop with Abbruchkriterium Residuum zu erreichen 6.2520914e+08 und m_max 2
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 40.00 seconds
+ PhiAdjSO: : Starting ImplicitMidpointRule (Order=2)
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 32.47 seconds
+ PhiAdjSO: : 1:05.63 minutes
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 39.89 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 39.20 seconds
+ Initialization: 0.33 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 41.25 seconds
+ Inner Loop: : InnerCG resNorm : 1725832.6
+ Inner Loop: : Time needed for inner loop: 3:47.62 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 0 brauchte 1 = m innere Iterationen
+ Inner Loop: : 3:47.62 minutes
+ FWISO Subproblem: 5: d(5): Finished first / second inner loop ( 10, 1 steps )
+ *************************************
+ Residuumnorm 2: 1725832.6
+
+
+ Iteration Main Looop Counting Variable iter: 6
+
+ iteration: 6 PROBLEM Number: 0
+ FWISO problem 0: d(6)
+ shot: 0: Solving forward problem...
+ Initialization: 0.32 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 33.49 seconds
+ Assembling Linearized Operators
+ Assembling Linearized Operators
+ Done!
+ Done!
+ after NonlinearEvaluation 85138
+ Prä-Residuumnorm: 9.3268247e+08
+ Inner Loop: : FIRST ORDER Inner Loop with Abbruchkriterium Residuum zu erreichen 9.3256365e+08 und m_max 10
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.81 seconds
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 38.62 seconds
+ Inner Loop: : InnerCG resNorm : 9.3268119e+08
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.85 seconds
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 38.89 seconds
+ Inner Loop: : InnerCG resNorm : 9.3268082e+08
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.86 seconds
+ Initialization: 0.27 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 39.13 seconds
+ Inner Loop: : InnerCG resNorm : 9.3268055e+08
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.86 seconds
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 38.99 seconds
+ Inner Loop: : InnerCG resNorm : 9.3268037e+08
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.87 seconds
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 38.80 seconds
+ Inner Loop: : InnerCG resNorm : 9.3268029e+08
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.88 seconds
+ Initialization: 0.27 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 38.97 seconds
+ Inner Loop: : InnerCG resNorm : 9.3268017e+08
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.88 seconds
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 39.39 seconds
+ Inner Loop: : InnerCG resNorm : 9.3268007e+08
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.87 seconds
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 39.02 seconds
+ Inner Loop: : InnerCG resNorm : 9.3268002e+08
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.85 seconds
+ Initialization: 0.27 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 38.93 seconds
+ Inner Loop: : InnerCG resNorm : 9.3267997e+08
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.86 seconds
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 39.00 seconds
+ Inner Loop: : InnerCG resNorm : 9.3267991e+08
+ Inner Loop: : Time needed for inner loop: 11:57.00 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 1 brauchte 10 = m innere Iterationen
+ Inner Loop: : 11:57.00 minutes
+ Residuumnorm 1: 9.3267991e+08
+ ----- Intermezzo: Change Operators and Recalculate Residuum -----
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 40.53 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 40.36 seconds
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 42.45 seconds
+ Intermezzo Residuum: 1571667.6
+ ----- Intermezzo Ende -----
+ Inner Loop: : PSI Inner Loop with Abbruchkriterium Residuum zu erreichen 5.500381e+08 und m_max 2
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 40.77 seconds
+ PhiAdjSO: : Starting ImplicitMidpointRule (Order=2)
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 32.55 seconds
+ PhiAdjSO: : 1:05.49 minutes
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 40.71 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 39.63 seconds
+ Initialization: 0.33 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 41.71 seconds
+ Inner Loop: : InnerCG resNorm : 1553557.7
+ Inner Loop: : Time needed for inner loop: 3:50.16 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 0 brauchte 1 = m innere Iterationen
+ Inner Loop: : 3:50.16 minutes
+ FWISO Subproblem: 0: d(6): Finished first / second inner loop ( 10, 1 steps )
+ *************************************
+ Residuumnorm 2: 1553557.7
+
+ iteration: 6 PROBLEM Number: 1
+ FWISO problem 1: d(6)
+ shot: 1: Solving forward problem...
+ Initialization: 0.32 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.17 seconds
+ Assembling Linearized Operators
+ Assembling Linearized Operators
+ Done!
+ Done!
+ after NonlinearEvaluation 85081
+ Prä-Residuumnorm: 9.6937496e+08
+ Inner Loop: : FIRST ORDER Inner Loop with Abbruchkriterium Residuum zu erreichen 9.6931475e+08 und m_max 10
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.87 seconds
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 36.11 seconds
+ Inner Loop: : InnerCG resNorm : 9.6937089e+08
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.90 seconds
+ Initialization: 0.27 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 36.20 seconds
+ Inner Loop: : InnerCG resNorm : 9.6937023e+08
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.90 seconds
+ Initialization: 0.27 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 36.23 seconds
+ Inner Loop: : InnerCG resNorm : 9.6936979e+08
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.90 seconds
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 36.23 seconds
+ Inner Loop: : InnerCG resNorm : 9.6936953e+08
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.90 seconds
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 36.15 seconds
+ Inner Loop: : InnerCG resNorm : 9.6936945e+08
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.90 seconds
+ Initialization: 0.27 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 36.13 seconds
+ Inner Loop: : InnerCG resNorm : 9.6936931e+08
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.93 seconds
+ Initialization: 0.27 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 36.06 seconds
+ Inner Loop: : InnerCG resNorm : 9.6936925e+08
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.92 seconds
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 36.12 seconds
+ Inner Loop: : InnerCG resNorm : 9.6936916e+08
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.93 seconds
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 36.10 seconds
+ Inner Loop: : InnerCG resNorm : 9.6936909e+08
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.93 seconds
+ Initialization: 0.27 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 35.95 seconds
+ Inner Loop: : InnerCG resNorm : 9.6936904e+08
+ Inner Loop: : Time needed for inner loop: 11:28.00 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 1 brauchte 10 = m innere Iterationen
+ Inner Loop: : 11:28.00 minutes
+ Residuumnorm 1: 9.6936904e+08
+ ----- Intermezzo: Change Operators and Recalculate Residuum -----
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 37.01 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 36.95 seconds
+ Initialization: 0.31 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 38.97 seconds
+ Intermezzo Residuum: 1813336.7
+ ----- Intermezzo Ende -----
+ Inner Loop: : PSI Inner Loop with Abbruchkriterium Residuum zu erreichen 5.720507e+08 und m_max 2
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 37.20 seconds
+ PhiAdjSO: : Starting ImplicitMidpointRule (Order=2)
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 32.62 seconds
+ PhiAdjSO: : 1:05.60 minutes
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 37.23 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 36.59 seconds
+ Initialization: 0.29 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 38.38 seconds
+ Inner Loop: : InnerCG resNorm : 1795238.6
+ Inner Loop: : Time needed for inner loop: 3:36.79 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 0 brauchte 1 = m innere Iterationen
+ Inner Loop: : 3:36.79 minutes
+ FWISO Subproblem: 1: d(6): Finished first / second inner loop ( 10, 1 steps )
+ *************************************
+ Residuumnorm 2: 1795238.6
+
+ iteration: 6 PROBLEM Number: 2
+ FWISO problem 2: d(6)
+ shot: 2: Solving forward problem...
+ Initialization: 0.32 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 28.47 seconds
+ Assembling Linearized Operators
+ Assembling Linearized Operators
+ Done!
+ Done!
+ after NonlinearEvaluation 85229
+ Prä-Residuumnorm: 1.0316855e+09
+ Inner Loop: : FIRST ORDER Inner Loop with Abbruchkriterium Residuum zu erreichen 1.0316194e+09 und m_max 10
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.83 seconds
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 34.34 seconds
+ Inner Loop: : InnerCG resNorm : 1.0316774e+09
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.84 seconds
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 34.34 seconds
+ Inner Loop: : InnerCG resNorm : 1.0316766e+09
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.85 seconds
+ Initialization: 0.27 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 34.36 seconds
+ Inner Loop: : InnerCG resNorm : 1.0316762e+09
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.83 seconds
+ Initialization: 0.27 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 34.41 seconds
+ Inner Loop: : InnerCG resNorm : 1.0316759e+09
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.85 seconds
+ Initialization: 0.27 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 34.45 seconds
+ Inner Loop: : InnerCG resNorm : 1.0316757e+09
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.86 seconds
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 34.50 seconds
+ Inner Loop: : InnerCG resNorm : 1.0316757e+09
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.86 seconds
+ Initialization: 0.27 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 34.36 seconds
+ Inner Loop: : InnerCG resNorm : 1.0316756e+09
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.88 seconds
+ Initialization: 0.26 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 34.41 seconds
+ Inner Loop: : InnerCG resNorm : 1.0316756e+09
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.86 seconds
+ Initialization: 0.26 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 34.35 seconds
+ Inner Loop: : InnerCG resNorm : 1.0316755e+09
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.89 seconds
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 34.39 seconds
+ Inner Loop: : InnerCG resNorm : 1.0316754e+09
+ Inner Loop: : Time needed for inner loop: 11:11.00 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 1 brauchte 10 = m innere Iterationen
+ Inner Loop: : 11:11.00 minutes
+ Residuumnorm 1: 1.0316754e+09
+ ----- Intermezzo: Change Operators and Recalculate Residuum -----
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 35.14 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 34.93 seconds
+ Initialization: 0.29 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 36.63 seconds
+ Intermezzo Residuum: 1821263.4
+ ----- Intermezzo Ende -----
+ Inner Loop: : PSI Inner Loop with Abbruchkriterium Residuum zu erreichen 6.0880974e+08 und m_max 2
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 35.51 seconds
+ PhiAdjSO: : Starting ImplicitMidpointRule (Order=2)
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 32.55 seconds
+ PhiAdjSO: : 1:05.52 minutes
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 35.43 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 34.91 seconds
+ Initialization: 0.33 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 36.54 seconds
+ Inner Loop: : InnerCG resNorm : 1803018.4
+ Inner Loop: : Time needed for inner loop: 3:29.66 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 0 brauchte 1 = m innere Iterationen
+ Inner Loop: : 3:29.66 minutes
+ FWISO Subproblem: 2: d(6): Finished first / second inner loop ( 10, 1 steps )
+ *************************************
+ Residuumnorm 2: 1803018.4
+
+ iteration: 6 PROBLEM Number: 3
+ FWISO problem 3: d(6)
+ shot: 3: Solving forward problem...
+ Initialization: 0.32 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 28.08 seconds
+ Assembling Linearized Operators
+ Assembling Linearized Operators
+ Done!
+ Done!
+ after NonlinearEvaluation 85210
+ Prä-Residuumnorm: 1.0872403e+09
+ Inner Loop: : FIRST ORDER Inner Loop with Abbruchkriterium Residuum zu erreichen 1.0871406e+09 und m_max 10
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.88 seconds
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 34.17 seconds
+ Inner Loop: : InnerCG resNorm : 1.0872345e+09
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.92 seconds
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 34.23 seconds
+ Inner Loop: : InnerCG resNorm : 1.0872336e+09
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.95 seconds
+ Initialization: 0.27 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 34.20 seconds
+ Inner Loop: : InnerCG resNorm : 1.0872333e+09
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.97 seconds
+ Initialization: 0.27 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 34.24 seconds
+ Inner Loop: : InnerCG resNorm : 1.0872331e+09
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.94 seconds
+ Initialization: 0.27 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 34.26 seconds
+ Inner Loop: : InnerCG resNorm : 1.0872329e+09
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.95 seconds
+ Initialization: 0.27 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 34.22 seconds
+ Inner Loop: : InnerCG resNorm : 1.0872329e+09
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.94 seconds
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 34.26 seconds
+ Inner Loop: : InnerCG resNorm : 1.0872328e+09
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.96 seconds
+ Initialization: 0.26 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 34.22 seconds
+ Inner Loop: : InnerCG resNorm : 1.0872328e+09
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.96 seconds
+ Initialization: 0.26 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 34.20 seconds
+ Inner Loop: : InnerCG resNorm : 1.0872327e+09
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.95 seconds
+ Initialization: 0.26 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 34.23 seconds
+ Inner Loop: : InnerCG resNorm : 1.0872327e+09
+ Inner Loop: : Time needed for inner loop: 11:10.00 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 1 brauchte 10 = m innere Iterationen
+ Inner Loop: : 11:10.00 minutes
+ Residuumnorm 1: 1.0872327e+09
+ ----- Intermezzo: Change Operators and Recalculate Residuum -----
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 34.98 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 34.79 seconds
+ Initialization: 0.31 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 36.31 seconds
+ Intermezzo Residuum: 1976904.9
+ ----- Intermezzo Ende -----
+ Inner Loop: : PSI Inner Loop with Abbruchkriterium Residuum zu erreichen 6.4141603e+08 und m_max 2
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 35.17 seconds
+ PhiAdjSO: : Starting ImplicitMidpointRule (Order=2)
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 32.57 seconds
+ PhiAdjSO: : 1:05.54 minutes
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 35.17 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 34.74 seconds
+ Initialization: 0.31 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 36.32 seconds
+ Inner Loop: : InnerCG resNorm : 1957171.9
+ Inner Loop: : Time needed for inner loop: 3:28.69 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 0 brauchte 1 = m innere Iterationen
+ Inner Loop: : 3:28.69 minutes
+ FWISO Subproblem: 3: d(6): Finished first / second inner loop ( 10, 1 steps )
+ *************************************
+ Residuumnorm 2: 1957171.9
+
+ iteration: 6 PROBLEM Number: 4
+ FWISO problem 4: d(6)
+ shot: 4: Solving forward problem...
+ Initialization: 0.32 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.10 seconds
+ Assembling Linearized Operators
+ Assembling Linearized Operators
+ Done!
+ Done!
+ after NonlinearEvaluation 83986
+ Prä-Residuumnorm: 9.8696367e+08
+ Inner Loop: : FIRST ORDER Inner Loop with Abbruchkriterium Residuum zu erreichen 9.8685836e+08 und m_max 10
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.77 seconds
+ Initialization: 0.29 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 35.81 seconds
+ Inner Loop: : InnerCG resNorm : 9.8695849e+08
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.82 seconds
+ Initialization: 0.27 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 35.88 seconds
+ Inner Loop: : InnerCG resNorm : 9.8695761e+08
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.82 seconds
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 35.80 seconds
+ Inner Loop: : InnerCG resNorm : 9.8695711e+08
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.82 seconds
+ Initialization: 0.27 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 35.68 seconds
+ Inner Loop: : InnerCG resNorm : 9.869569e+08
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.83 seconds
+ Initialization: 0.27 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 35.74 seconds
+ Inner Loop: : InnerCG resNorm : 9.8695685e+08
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.82 seconds
+ Initialization: 0.27 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 35.79 seconds
+ Inner Loop: : InnerCG resNorm : 9.8695676e+08
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.83 seconds
+ Initialization: 0.26 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 35.76 seconds
+ Inner Loop: : InnerCG resNorm : 9.8695664e+08
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.81 seconds
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 35.67 seconds
+ Inner Loop: : InnerCG resNorm : 9.8695658e+08
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.82 seconds
+ Initialization: 0.27 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 35.62 seconds
+ Inner Loop: : InnerCG resNorm : 9.8695652e+08
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.81 seconds
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 35.81 seconds
+ Inner Loop: : InnerCG resNorm : 9.8695646e+08
+ Inner Loop: : Time needed for inner loop: 11:24.00 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 1 brauchte 10 = m innere Iterationen
+ Inner Loop: : 11:24.00 minutes
+ Residuumnorm 1: 9.8695646e+08
+ ----- Intermezzo: Change Operators and Recalculate Residuum -----
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 36.53 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 36.40 seconds
+ Initialization: 0.31 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 38.48 seconds
+ Intermezzo Residuum: 1944252
+ ----- Intermezzo Ende -----
+ Inner Loop: : PSI Inner Loop with Abbruchkriterium Residuum zu erreichen 5.821703e+08 und m_max 2
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 36.78 seconds
+ PhiAdjSO: : Starting ImplicitMidpointRule (Order=2)
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 32.54 seconds
+ PhiAdjSO: : 1:05.69 minutes
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 36.77 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 36.36 seconds
+ Initialization: 0.33 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 38.06 seconds
+ Inner Loop: : InnerCG resNorm : 1923006.9
+ Inner Loop: : Time needed for inner loop: 3:35.41 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 0 brauchte 1 = m innere Iterationen
+ Inner Loop: : 3:35.41 minutes
+ FWISO Subproblem: 4: d(6): Finished first / second inner loop ( 10, 1 steps )
+ *************************************
+ Residuumnorm 2: 1923006.9
+
+ iteration: 6 PROBLEM Number: 5
+ FWISO problem 5: d(6)
+ shot: 5: Solving forward problem...
+ Initialization: 0.33 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 33.05 seconds
+ Assembling Linearized Operators
+ Assembling Linearized Operators
+ Done!
+ Done!
+ after NonlinearEvaluation 85358
+ Prä-Residuumnorm: 9.5338205e+08
+ Inner Loop: : FIRST ORDER Inner Loop with Abbruchkriterium Residuum zu erreichen 9.5333546e+08 und m_max 10
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.80 seconds
+ Initialization: 0.27 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 38.32 seconds
+ Inner Loop: : InnerCG resNorm : 9.5338081e+08
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.86 seconds
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 38.46 seconds
+ Inner Loop: : InnerCG resNorm : 9.5338037e+08
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.85 seconds
+ Initialization: 0.27 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 38.67 seconds
+ Inner Loop: : InnerCG resNorm : 9.5338014e+08
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.83 seconds
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 38.63 seconds
+ Inner Loop: : InnerCG resNorm : 9.5338004e+08
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.84 seconds
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 38.44 seconds
+ Inner Loop: : InnerCG resNorm : 9.5338e+08
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.83 seconds
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 38.26 seconds
+ Inner Loop: : InnerCG resNorm : 9.5337993e+08
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.84 seconds
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 38.45 seconds
+ Inner Loop: : InnerCG resNorm : 9.5337987e+08
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.83 seconds
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 38.38 seconds
+ Inner Loop: : InnerCG resNorm : 9.5337985e+08
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.83 seconds
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 38.32 seconds
+ Inner Loop: : InnerCG resNorm : 9.533798e+08
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.81 seconds
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 38.42 seconds
+ Inner Loop: : InnerCG resNorm : 9.5337975e+08
+ Inner Loop: : Time needed for inner loop: 11:51.00 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 1 brauchte 10 = m innere Iterationen
+ Inner Loop: : 11:51.00 minutes
+ Residuumnorm 1: 9.5337975e+08
+ ----- Intermezzo: Change Operators and Recalculate Residuum -----
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 39.66 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 39.47 seconds
+ Initialization: 0.29 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 41.79 seconds
+ Intermezzo Residuum: 1625085.3
+ ----- Intermezzo Ende -----
+ Inner Loop: : PSI Inner Loop with Abbruchkriterium Residuum zu erreichen 5.6268745e+08 und m_max 2
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 39.91 seconds
+ PhiAdjSO: : Starting ImplicitMidpointRule (Order=2)
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 32.49 seconds
+ PhiAdjSO: : 1:05.58 minutes
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 39.81 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 38.90 seconds
+ Initialization: 0.33 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 41.07 seconds
+ Inner Loop: : InnerCG resNorm : 1610145.5
+ Inner Loop: : Time needed for inner loop: 3:49.00 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 0 brauchte 1 = m innere Iterationen
+ Inner Loop: : 3:49.00 minutes
+ FWISO Subproblem: 5: d(6): Finished first / second inner loop ( 10, 1 steps )
+ *************************************
+ Residuumnorm 2: 1610145.5
+
+
+ Iteration Main Looop Counting Variable iter: 7
+
+ iteration: 7 PROBLEM Number: 0
+ FWISO problem 0: d(7)
+ shot: 0: Solving forward problem...
+ Initialization: 0.32 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 33.55 seconds
+ Assembling Linearized Operators
+ Assembling Linearized Operators
+ Done!
+ Done!
+ after NonlinearEvaluation 85302
+ Prä-Residuumnorm: 9.3268155e+08
+ Inner Loop: : FIRST ORDER Inner Loop with Abbruchkriterium Residuum zu erreichen 9.3262215e+08 und m_max 10
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.77 seconds
+ Initialization: 0.29 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 38.74 seconds
+ Inner Loop: : InnerCG resNorm : 9.3268068e+08
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.87 seconds
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 38.97 seconds
+ Inner Loop: : InnerCG resNorm : 9.3268042e+08
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.86 seconds
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 39.08 seconds
+ Inner Loop: : InnerCG resNorm : 9.3268023e+08
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.86 seconds
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 39.27 seconds
+ Inner Loop: : InnerCG resNorm : 9.326801e+08
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.87 seconds
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 38.80 seconds
+ Inner Loop: : InnerCG resNorm : 9.3268005e+08
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.88 seconds
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 38.91 seconds
+ Inner Loop: : InnerCG resNorm : 9.3267995e+08
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.86 seconds
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 39.13 seconds
+ Inner Loop: : InnerCG resNorm : 9.3267987e+08
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.85 seconds
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 38.88 seconds
+ Inner Loop: : InnerCG resNorm : 9.3267983e+08
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.84 seconds
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 39.14 seconds
+ Inner Loop: : InnerCG resNorm : 9.3267979e+08
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.86 seconds
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 38.86 seconds
+ Inner Loop: : InnerCG resNorm : 9.3267975e+08
+ Inner Loop: : Time needed for inner loop: 11:56.00 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 1 brauchte 10 = m innere Iterationen
+ Inner Loop: : 11:56.00 minutes
+ Residuumnorm 1: 9.3267975e+08
+ ----- Intermezzo: Change Operators and Recalculate Residuum -----
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 40.51 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 40.32 seconds
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 42.40 seconds
+ Intermezzo Residuum: 1477253.9
+ ----- Intermezzo Ende -----
+ Inner Loop: : PSI Inner Loop with Abbruchkriterium Residuum zu erreichen 4.9503381e+08 und m_max 2
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 40.70 seconds
+ PhiAdjSO: : Starting ImplicitMidpointRule (Order=2)
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 32.48 seconds
+ PhiAdjSO: : 1:05.39 minutes
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 40.59 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 39.45 seconds
+ Initialization: 0.30 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 41.61 seconds
+ Inner Loop: : InnerCG resNorm : 1461725.8
+ Inner Loop: : Time needed for inner loop: 3:49.58 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 0 brauchte 1 = m innere Iterationen
+ Inner Loop: : 3:49.59 minutes
+ FWISO Subproblem: 0: d(7): Finished first / second inner loop ( 10, 1 steps )
+ *************************************
+ Residuumnorm 2: 1461725.8
+
+ iteration: 7 PROBLEM Number: 1
+ FWISO problem 1: d(7)
+ shot: 1: Solving forward problem...
+ Initialization: 0.32 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.19 seconds
+ Assembling Linearized Operators
+ Assembling Linearized Operators
+ Done!
+ Done!
+ after NonlinearEvaluation 84741
+ Prä-Residuumnorm: 9.6937273e+08
+ Inner Loop: : FIRST ORDER Inner Loop with Abbruchkriterium Residuum zu erreichen 9.6934263e+08 und m_max 10
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.86 seconds
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 36.02 seconds
+ Inner Loop: : InnerCG resNorm : 9.6937029e+08
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.90 seconds
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 36.03 seconds
+ Inner Loop: : InnerCG resNorm : 9.6936983e+08
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.91 seconds
+ Initialization: 0.27 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 36.04 seconds
+ Inner Loop: : InnerCG resNorm : 9.6936944e+08
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.90 seconds
+ Initialization: 0.27 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 36.29 seconds
+ Inner Loop: : InnerCG resNorm : 9.6936924e+08
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.91 seconds
+ Initialization: 0.27 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 36.22 seconds
+ Inner Loop: : InnerCG resNorm : 9.6936916e+08
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.91 seconds
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 36.04 seconds
+ Inner Loop: : InnerCG resNorm : 9.6936908e+08
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.90 seconds
+ Initialization: 0.27 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 36.08 seconds
+ Inner Loop: : InnerCG resNorm : 9.6936903e+08
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.92 seconds
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 35.99 seconds
+ Inner Loop: : InnerCG resNorm : 9.6936896e+08
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.92 seconds
+ Initialization: 0.27 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 36.13 seconds
+ Inner Loop: : InnerCG resNorm : 9.6936889e+08
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.93 seconds
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 36.12 seconds
+ Inner Loop: : InnerCG resNorm : 9.6936885e+08
+ Inner Loop: : Time needed for inner loop: 11:29.00 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 1 brauchte 10 = m innere Iterationen
+ Inner Loop: : 11:29.00 minutes
+ Residuumnorm 1: 9.6936885e+08
+ ----- Intermezzo: Change Operators and Recalculate Residuum -----
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 37.12 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 36.95 seconds
+ Initialization: 0.31 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 38.97 seconds
+ Intermezzo Residuum: 1701337.8
+ ----- Intermezzo Ende -----
+ Inner Loop: : PSI Inner Loop with Abbruchkriterium Residuum zu erreichen 5.1484445e+08 und m_max 2
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 37.18 seconds
+ PhiAdjSO: : Starting ImplicitMidpointRule (Order=2)
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 32.62 seconds
+ PhiAdjSO: : 1:05.54 minutes
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 37.21 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 36.60 seconds
+ Initialization: 0.33 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 38.59 seconds
+ Inner Loop: : InnerCG resNorm : 1688725.9
+ Inner Loop: : Time needed for inner loop: 3:36.91 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 0 brauchte 1 = m innere Iterationen
+ Inner Loop: : 3:36.91 minutes
+ FWISO Subproblem: 1: d(7): Finished first / second inner loop ( 10, 1 steps )
+ *************************************
+ Residuumnorm 2: 1688725.9
+
+ iteration: 7 PROBLEM Number: 2
+ FWISO problem 2: d(7)
+ shot: 2: Solving forward problem...
+ Initialization: 0.32 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 28.41 seconds
+ Assembling Linearized Operators
+ Assembling Linearized Operators
+ Done!
+ Done!
+ after NonlinearEvaluation 84749
+ Prä-Residuumnorm: 1.0316828e+09
+ Inner Loop: : FIRST ORDER Inner Loop with Abbruchkriterium Residuum zu erreichen 1.0316498e+09 und m_max 10
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.77 seconds
+ Initialization: 0.27 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 34.43 seconds
+ Inner Loop: : InnerCG resNorm : 1.031677e+09
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.83 seconds
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 34.35 seconds
+ Inner Loop: : InnerCG resNorm : 1.0316762e+09
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.84 seconds
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 34.32 seconds
+ Inner Loop: : InnerCG resNorm : 1.0316758e+09
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.82 seconds
+ Initialization: 0.27 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 34.39 seconds
+ Inner Loop: : InnerCG resNorm : 1.0316756e+09
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.82 seconds
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 34.39 seconds
+ Inner Loop: : InnerCG resNorm : 1.0316755e+09
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.80 seconds
+ Initialization: 0.27 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 34.41 seconds
+ Inner Loop: : InnerCG resNorm : 1.0316754e+09
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.82 seconds
+ Initialization: 0.27 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 34.41 seconds
+ Inner Loop: : InnerCG resNorm : 1.0316754e+09
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.81 seconds
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 34.40 seconds
+ Inner Loop: : InnerCG resNorm : 1.0316753e+09
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.82 seconds
+ Initialization: 0.27 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 34.41 seconds
+ Inner Loop: : InnerCG resNorm : 1.0316753e+09
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.81 seconds
+ Initialization: 0.27 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 34.36 seconds
+ Inner Loop: : InnerCG resNorm : 1.0316752e+09
+ Inner Loop: : Time needed for inner loop: 11:11.00 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 1 brauchte 10 = m innere Iterationen
+ Inner Loop: : 11:11.00 minutes
+ Residuumnorm 1: 1.0316752e+09
+ ----- Intermezzo: Change Operators and Recalculate Residuum -----
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 35.13 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 34.94 seconds
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 36.65 seconds
+ Intermezzo Residuum: 1720101.3
+ ----- Intermezzo Ende -----
+ Inner Loop: : PSI Inner Loop with Abbruchkriterium Residuum zu erreichen 5.4792734e+08 und m_max 2
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 35.41 seconds
+ PhiAdjSO: : Starting ImplicitMidpointRule (Order=2)
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 32.49 seconds
+ PhiAdjSO: : 1:05.43 minutes
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 35.33 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 34.86 seconds
+ Initialization: 0.34 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 36.53 seconds
+ Inner Loop: : InnerCG resNorm : 1706253.3
+ Inner Loop: : Time needed for inner loop: 3:29.30 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 0 brauchte 1 = m innere Iterationen
+ Inner Loop: : 3:29.30 minutes
+ FWISO Subproblem: 2: d(7): Finished first / second inner loop ( 10, 1 steps )
+ *************************************
+ Residuumnorm 2: 1706253.3
+
+ iteration: 7 PROBLEM Number: 3
+ FWISO problem 3: d(7)
+ shot: 3: Solving forward problem...
+ Initialization: 0.33 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 27.98 seconds
+ Assembling Linearized Operators
+ Assembling Linearized Operators
+ Done!
+ Done!
+ after NonlinearEvaluation 84873
+ Prä-Residuumnorm: 1.0872382e+09
+ Inner Loop: : FIRST ORDER Inner Loop with Abbruchkriterium Residuum zu erreichen 1.0871884e+09 und m_max 10
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.76 seconds
+ Initialization: 0.27 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 34.12 seconds
+ Inner Loop: : InnerCG resNorm : 1.0872339e+09
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.84 seconds
+ Initialization: 0.27 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 34.14 seconds
+ Inner Loop: : InnerCG resNorm : 1.0872333e+09
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.83 seconds
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 34.20 seconds
+ Inner Loop: : InnerCG resNorm : 1.087233e+09
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.83 seconds
+ Initialization: 0.27 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 34.17 seconds
+ Inner Loop: : InnerCG resNorm : 1.0872328e+09
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.83 seconds
+ Initialization: 0.27 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 34.21 seconds
+ Inner Loop: : InnerCG resNorm : 1.0872327e+09
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.83 seconds
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 34.15 seconds
+ Inner Loop: : InnerCG resNorm : 1.0872327e+09
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.84 seconds
+ Initialization: 0.26 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 34.22 seconds
+ Inner Loop: : InnerCG resNorm : 1.0872326e+09
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.84 seconds
+ Initialization: 0.27 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 34.15 seconds
+ Inner Loop: : InnerCG resNorm : 1.0872326e+09
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.83 seconds
+ Initialization: 0.27 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 34.15 seconds
+ Inner Loop: : InnerCG resNorm : 1.0872325e+09
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.84 seconds
+ Initialization: 0.27 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 34.16 seconds
+ Inner Loop: : InnerCG resNorm : 1.0872325e+09
+ Inner Loop: : Time needed for inner loop: 11:08.00 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 1 brauchte 10 = m innere Iterationen
+ Inner Loop: : 11:08.00 minutes
+ Residuumnorm 1: 1.0872325e+09
+ ----- Intermezzo: Change Operators and Recalculate Residuum -----
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 34.83 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 34.64 seconds
+ Initialization: 0.29 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 36.33 seconds
+ Intermezzo Residuum: 1872313.1
+ ----- Intermezzo Ende -----
+ Inner Loop: : PSI Inner Loop with Abbruchkriterium Residuum zu erreichen 5.7727333e+08 und m_max 2
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 35.13 seconds
+ PhiAdjSO: : Starting ImplicitMidpointRule (Order=2)
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 32.56 seconds
+ PhiAdjSO: : 1:05.54 minutes
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 35.16 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 34.71 seconds
+ Initialization: 0.36 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 36.64 seconds
+ Inner Loop: : InnerCG resNorm : 1850231.7
+ Inner Loop: : Time needed for inner loop: 3:28.89 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 0 brauchte 1 = m innere Iterationen
+ Inner Loop: : 3:28.89 minutes
+ FWISO Subproblem: 3: d(7): Finished first / second inner loop ( 10, 1 steps )
+ *************************************
+ Residuumnorm 2: 1850231.7
+
+ iteration: 7 PROBLEM Number: 4
+ FWISO problem 4: d(7)
+ shot: 4: Solving forward problem...
+ Initialization: 0.33 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.05 seconds
+ Assembling Linearized Operators
+ Assembling Linearized Operators
+ Done!
+ Done!
+ after NonlinearEvaluation 86929
+ Prä-Residuumnorm: 9.8696224e+08
+ Inner Loop: : FIRST ORDER Inner Loop with Abbruchkriterium Residuum zu erreichen 9.8690958e+08 und m_max 10
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.75 seconds
+ Initialization: 0.27 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 35.67 seconds
+ Inner Loop: : InnerCG resNorm : 9.8695799e+08
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.86 seconds
+ Initialization: 0.27 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 35.75 seconds
+ Inner Loop: : InnerCG resNorm : 9.8695721e+08
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.88 seconds
+ Initialization: 0.27 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 35.79 seconds
+ Inner Loop: : InnerCG resNorm : 9.8695675e+08
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.87 seconds
+ Initialization: 0.26 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 35.80 seconds
+ Inner Loop: : InnerCG resNorm : 9.8695657e+08
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.88 seconds
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 35.90 seconds
+ Inner Loop: : InnerCG resNorm : 9.8695653e+08
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.89 seconds
+ Initialization: 0.26 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 35.79 seconds
+ Inner Loop: : InnerCG resNorm : 9.8695647e+08
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.90 seconds
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 35.79 seconds
+ Inner Loop: : InnerCG resNorm : 9.8695642e+08
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.90 seconds
+ Initialization: 0.26 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 35.69 seconds
+ Inner Loop: : InnerCG resNorm : 9.8695636e+08
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.91 seconds
+ Initialization: 0.26 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 35.72 seconds
+ Inner Loop: : InnerCG resNorm : 9.8695629e+08
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.90 seconds
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 35.70 seconds
+ Inner Loop: : InnerCG resNorm : 9.8695625e+08
+ Inner Loop: : Time needed for inner loop: 11:24.00 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 1 brauchte 10 = m innere Iterationen
+ Inner Loop: : 11:24.00 minutes
+ Residuumnorm 1: 9.8695625e+08
+ ----- Intermezzo: Change Operators and Recalculate Residuum -----
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 36.59 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 36.45 seconds
+ Initialization: 0.31 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 38.74 seconds
+ Intermezzo Residuum: 1828080.1
+ ----- Intermezzo Ende -----
+ Inner Loop: : PSI Inner Loop with Abbruchkriterium Residuum zu erreichen 5.239525e+08 und m_max 2
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 36.73 seconds
+ PhiAdjSO: : Starting ImplicitMidpointRule (Order=2)
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 32.49 seconds
+ PhiAdjSO: : 1:05.59 minutes
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 36.77 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 36.38 seconds
+ Initialization: 0.34 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 38.11 seconds
+ Inner Loop: : InnerCG resNorm : 1814240.6
+ Inner Loop: : Time needed for inner loop: 3:35.32 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 0 brauchte 1 = m innere Iterationen
+ Inner Loop: : 3:35.32 minutes
+ FWISO Subproblem: 4: d(7): Finished first / second inner loop ( 10, 1 steps )
+ *************************************
+ Residuumnorm 2: 1814240.6
+
+ iteration: 7 PROBLEM Number: 5
+ FWISO problem 5: d(7)
+ shot: 5: Solving forward problem...
+ Initialization: 0.32 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 32.96 seconds
+ Assembling Linearized Operators
+ Assembling Linearized Operators
+ Done!
+ Done!
+ after NonlinearEvaluation 85568
+ Prä-Residuumnorm: 9.5338115e+08
+ Inner Loop: : FIRST ORDER Inner Loop with Abbruchkriterium Residuum zu erreichen 9.5335786e+08 und m_max 10
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.84 seconds
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 38.22 seconds
+ Inner Loop: : InnerCG resNorm : 9.5338037e+08
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.82 seconds
+ Initialization: 0.26 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 38.50 seconds
+ Inner Loop: : InnerCG resNorm : 9.5338007e+08
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.83 seconds
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 38.45 seconds
+ Inner Loop: : InnerCG resNorm : 9.5337988e+08
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.82 seconds
+ Initialization: 0.26 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 38.62 seconds
+ Inner Loop: : InnerCG resNorm : 9.5337981e+08
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.84 seconds
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 38.29 seconds
+ Inner Loop: : InnerCG resNorm : 9.5337978e+08
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.86 seconds
+ Initialization: 0.27 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 38.37 seconds
+ Inner Loop: : InnerCG resNorm : 9.5337972e+08
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.88 seconds
+ Initialization: 0.27 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 38.51 seconds
+ Inner Loop: : InnerCG resNorm : 9.5337968e+08
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.85 seconds
+ Initialization: 0.27 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 38.43 seconds
+ Inner Loop: : InnerCG resNorm : 9.5337966e+08
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.82 seconds
+ Initialization: 0.27 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 38.49 seconds
+ Inner Loop: : InnerCG resNorm : 9.5337963e+08
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.83 seconds
+ Initialization: 0.26 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 38.44 seconds
+ Inner Loop: : InnerCG resNorm : 9.5337958e+08
+ Inner Loop: : Time needed for inner loop: 11:51.00 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 1 brauchte 10 = m innere Iterationen
+ Inner Loop: : 11:51.00 minutes
+ Residuumnorm 1: 9.5337958e+08
+ ----- Intermezzo: Change Operators and Recalculate Residuum -----
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 39.80 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 39.64 seconds
+ Initialization: 0.29 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 41.75 seconds
+ Intermezzo Residuum: 1529543.8
+ ----- Intermezzo Ende -----
+ Inner Loop: : PSI Inner Loop with Abbruchkriterium Residuum zu erreichen 5.0641823e+08 und m_max 2
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 40.06 seconds
+ PhiAdjSO: : Starting ImplicitMidpointRule (Order=2)
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 32.48 seconds
+ PhiAdjSO: : 1:05.54 minutes
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 39.97 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 38.90 seconds
+ Initialization: 0.36 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 41.21 seconds
+ Inner Loop: : InnerCG resNorm : 1517233.1
+ Inner Loop: : Time needed for inner loop: 3:47.37 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 0 brauchte 1 = m innere Iterationen
+ Inner Loop: : 3:47.37 minutes
+ FWISO Subproblem: 5: d(7): Finished first / second inner loop ( 10, 1 steps )
+ *************************************
+ Residuumnorm 2: 1517233.1
+
+
+ Iteration Main Looop Counting Variable iter: 8
+
+ iteration: 8 PROBLEM Number: 0
+ FWISO problem 0: d(8)
+ shot: 0: Solving forward problem...
+ Initialization: 0.32 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 33.45 seconds
+ Assembling Linearized Operators
+ Assembling Linearized Operators
+ Done!
+ Done!
+ after NonlinearEvaluation 85693
+ Prä-Residuumnorm: 9.3268089e+08
+ Inner Loop: : FIRST ORDER Inner Loop with Abbruchkriterium Residuum zu erreichen 9.3265119e+08 und m_max 10
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.83 seconds
+ Initialization: 0.26 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 38.80 seconds
+ Inner Loop: : InnerCG resNorm : 9.3268035e+08
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.89 seconds
+ Initialization: 0.26 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 39.07 seconds
+ Inner Loop: : InnerCG resNorm : 9.3268015e+08
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.89 seconds
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 39.13 seconds
+ Inner Loop: : InnerCG resNorm : 9.3268e+08
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.91 seconds
+ Initialization: 0.26 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 39.31 seconds
+ Inner Loop: : InnerCG resNorm : 9.3267991e+08
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.91 seconds
+ Initialization: 0.26 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 38.95 seconds
+ Inner Loop: : InnerCG resNorm : 9.3267987e+08
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.92 seconds
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 38.98 seconds
+ Inner Loop: : InnerCG resNorm : 9.3267979e+08
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.90 seconds
+ Initialization: 0.27 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 39.09 seconds
+ Inner Loop: : InnerCG resNorm : 9.3267973e+08
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.91 seconds
+ Initialization: 0.27 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 38.86 seconds
+ Inner Loop: : InnerCG resNorm : 9.326797e+08
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.88 seconds
+ Initialization: 0.27 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 38.82 seconds
+ Inner Loop: : InnerCG resNorm : 9.3267967e+08
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.91 seconds
+ Initialization: 0.27 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 38.93 seconds
+ Inner Loop: : InnerCG resNorm : 9.3267963e+08
+ Inner Loop: : Time needed for inner loop: 11:57.00 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 1 brauchte 10 = m innere Iterationen
+ Inner Loop: : 11:57.00 minutes
+ Residuumnorm 1: 9.3267963e+08
+ ----- Intermezzo: Change Operators and Recalculate Residuum -----
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 40.60 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 40.37 seconds
+ Initialization: 0.31 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 42.33 seconds
+ Intermezzo Residuum: 1401593.7
+ ----- Intermezzo Ende -----
+ Inner Loop: : PSI Inner Loop with Abbruchkriterium Residuum zu erreichen 4.4553011e+08 und m_max 2
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 40.80 seconds
+ PhiAdjSO: : Starting ImplicitMidpointRule (Order=2)
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 32.49 seconds
+ PhiAdjSO: : 1:05.40 minutes
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 40.74 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 39.74 seconds
+ Initialization: 0.34 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 41.36 seconds
+ Inner Loop: : InnerCG resNorm : 1388666.8
+ Inner Loop: : Time needed for inner loop: 3:49.94 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 0 brauchte 1 = m innere Iterationen
+ Inner Loop: : 3:49.94 minutes
+ FWISO Subproblem: 0: d(8): Finished first / second inner loop ( 10, 1 steps )
+ *************************************
+ Residuumnorm 2: 1388666.8
+
+ iteration: 8 PROBLEM Number: 1
+ FWISO problem 1: d(8)
+ shot: 1: Solving forward problem...
+ Initialization: 0.32 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.24 seconds
+ Assembling Linearized Operators
+ Assembling Linearized Operators
+ Done!
+ Done!
+ after NonlinearEvaluation 85688
+ Prä-Residuumnorm: 9.6937162e+08
+ Inner Loop: : FIRST ORDER Inner Loop with Abbruchkriterium Residuum zu erreichen 9.6935657e+08 und m_max 10
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.80 seconds
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 36.01 seconds
+ Inner Loop: : InnerCG resNorm : 9.6936984e+08
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.86 seconds
+ Initialization: 0.27 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 36.02 seconds
+ Inner Loop: : InnerCG resNorm : 9.6936953e+08
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.91 seconds
+ Initialization: 0.27 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 36.10 seconds
+ Inner Loop: : InnerCG resNorm : 9.6936918e+08
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.89 seconds
+ Initialization: 0.27 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 36.20 seconds
+ Inner Loop: : InnerCG resNorm : 9.6936901e+08
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.90 seconds
+ Initialization: 0.27 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 36.12 seconds
+ Inner Loop: : InnerCG resNorm : 9.6936893e+08
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.88 seconds
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 36.13 seconds
+ Inner Loop: : InnerCG resNorm : 9.6936888e+08
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.89 seconds
+ Initialization: 0.27 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 36.07 seconds
+ Inner Loop: : InnerCG resNorm : 9.6936885e+08
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.92 seconds
+ Initialization: 0.27 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 36.09 seconds
+ Inner Loop: : InnerCG resNorm : 9.6936879e+08
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.92 seconds
+ Initialization: 0.27 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 36.05 seconds
+ Inner Loop: : InnerCG resNorm : 9.6936874e+08
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.90 seconds
+ Initialization: 0.27 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 36.17 seconds
+ Inner Loop: : InnerCG resNorm : 9.693687e+08
+ Inner Loop: : Time needed for inner loop: 11:29.00 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 1 brauchte 10 = m innere Iterationen
+ Inner Loop: : 11:29.00 minutes
+ Residuumnorm 1: 9.693687e+08
+ ----- Intermezzo: Change Operators and Recalculate Residuum -----
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 36.96 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 36.82 seconds
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 39.14 seconds
+ Intermezzo Residuum: 1608606.9
+ ----- Intermezzo Ende -----
+ Inner Loop: : PSI Inner Loop with Abbruchkriterium Residuum zu erreichen 4.6335948e+08 und m_max 2
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 37.16 seconds
+ PhiAdjSO: : Starting ImplicitMidpointRule (Order=2)
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 32.59 seconds
+ PhiAdjSO: : 1:05.50 minutes
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 37.14 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 36.63 seconds
+ Initialization: 0.34 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 38.41 seconds
+ Inner Loop: : InnerCG resNorm : 1595303
+ Inner Loop: : Time needed for inner loop: 3:36.64 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 0 brauchte 1 = m innere Iterationen
+ Inner Loop: : 3:36.64 minutes
+ FWISO Subproblem: 1: d(8): Finished first / second inner loop ( 10, 1 steps )
+ *************************************
+ Residuumnorm 2: 1595303
+
+ iteration: 8 PROBLEM Number: 2
+ FWISO problem 2: d(8)
+ shot: 2: Solving forward problem...
+ Initialization: 0.32 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 28.34 seconds
+ Assembling Linearized Operators
+ Assembling Linearized Operators
+ Done!
+ Done!
+ after NonlinearEvaluation 86465
+ Prä-Residuumnorm: 1.031681e+09
+ Inner Loop: : FIRST ORDER Inner Loop with Abbruchkriterium Residuum zu erreichen 1.0316645e+09 und m_max 10
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.87 seconds
+ Initialization: 0.27 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 34.44 seconds
+ Inner Loop: : InnerCG resNorm : 1.0316766e+09
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.88 seconds
+ Initialization: 0.27 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 34.40 seconds
+ Inner Loop: : InnerCG resNorm : 1.031676e+09
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.93 seconds
+ Initialization: 0.27 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 34.38 seconds
+ Inner Loop: : InnerCG resNorm : 1.0316756e+09
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.90 seconds
+ Initialization: 0.27 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 34.44 seconds
+ Inner Loop: : InnerCG resNorm : 1.0316754e+09
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.90 seconds
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 34.42 seconds
+ Inner Loop: : InnerCG resNorm : 1.0316753e+09
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.91 seconds
+ Initialization: 0.27 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 34.40 seconds
+ Inner Loop: : InnerCG resNorm : 1.0316753e+09
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.91 seconds
+ Initialization: 0.27 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 34.39 seconds
+ Inner Loop: : InnerCG resNorm : 1.0316752e+09
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.91 seconds
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 34.39 seconds
+ Inner Loop: : InnerCG resNorm : 1.0316752e+09
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.92 seconds
+ Initialization: 0.27 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 34.40 seconds
+ Inner Loop: : InnerCG resNorm : 1.0316752e+09
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.92 seconds
+ Initialization: 0.27 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 34.41 seconds
+ Inner Loop: : InnerCG resNorm : 1.0316751e+09
+ Inner Loop: : Time needed for inner loop: 11:11.00 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 1 brauchte 10 = m innere Iterationen
+ Inner Loop: : 11:11.00 minutes
+ Residuumnorm 1: 1.0316751e+09
+ ----- Intermezzo: Change Operators and Recalculate Residuum -----
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 35.18 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 35.02 seconds
+ Initialization: 0.29 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 36.75 seconds
+ Intermezzo Residuum: 1653673.9
+ ----- Intermezzo Ende -----
+ Inner Loop: : PSI Inner Loop with Abbruchkriterium Residuum zu erreichen 4.9313374e+08 und m_max 2
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 35.41 seconds
+ PhiAdjSO: : Starting ImplicitMidpointRule (Order=2)
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 32.51 seconds
+ PhiAdjSO: : 1:05.43 minutes
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 35.47 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 35.00 seconds
+ Initialization: 0.34 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 36.43 seconds
+ Inner Loop: : InnerCG resNorm : 1640346.2
+ Inner Loop: : Time needed for inner loop: 3:29.54 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 0 brauchte 1 = m innere Iterationen
+ Inner Loop: : 3:29.54 minutes
+ FWISO Subproblem: 2: d(8): Finished first / second inner loop ( 10, 1 steps )
+ *************************************
+ Residuumnorm 2: 1640346.2
+
+ iteration: 8 PROBLEM Number: 3
+ FWISO problem 3: d(8)
+ shot: 3: Solving forward problem...
+ Initialization: 0.32 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 27.95 seconds
+ Assembling Linearized Operators
+ Assembling Linearized Operators
+ Done!
+ Done!
+ after NonlinearEvaluation 87085
+ Prä-Residuumnorm: 1.0872367e+09
+ Inner Loop: : FIRST ORDER Inner Loop with Abbruchkriterium Residuum zu erreichen 1.0872118e+09 und m_max 10
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.88 seconds
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 34.27 seconds
+ Inner Loop: : InnerCG resNorm : 1.0872336e+09
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.87 seconds
+ Initialization: 0.27 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 34.16 seconds
+ Inner Loop: : InnerCG resNorm : 1.087233e+09
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.89 seconds
+ Initialization: 0.27 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 34.22 seconds
+ Inner Loop: : InnerCG resNorm : 1.0872328e+09
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.85 seconds
+ Initialization: 0.27 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 34.21 seconds
+ Inner Loop: : InnerCG resNorm : 1.0872327e+09
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.86 seconds
+ Initialization: 0.27 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 34.26 seconds
+ Inner Loop: : InnerCG resNorm : 1.0872325e+09
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.87 seconds
+ Initialization: 0.27 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 34.18 seconds
+ Inner Loop: : InnerCG resNorm : 1.0872325e+09
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.87 seconds
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 34.25 seconds
+ Inner Loop: : InnerCG resNorm : 1.0872325e+09
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.91 seconds
+ Initialization: 0.27 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 34.22 seconds
+ Inner Loop: : InnerCG resNorm : 1.0872324e+09
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.88 seconds
+ Initialization: 0.27 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 34.14 seconds
+ Inner Loop: : InnerCG resNorm : 1.0872324e+09
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.88 seconds
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 34.20 seconds
+ Inner Loop: : InnerCG resNorm : 1.0872324e+09
+ Inner Loop: : Time needed for inner loop: 11:09.00 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 1 brauchte 10 = m innere Iterationen
+ Inner Loop: : 11:09.00 minutes
+ Residuumnorm 1: 1.0872324e+09
+ ----- Intermezzo: Change Operators and Recalculate Residuum -----
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 34.93 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 34.75 seconds
+ Initialization: 0.31 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 36.38 seconds
+ Intermezzo Residuum: 1795982.8
+ ----- Intermezzo Ende -----
+ Inner Loop: : PSI Inner Loop with Abbruchkriterium Residuum zu erreichen 5.195453e+08 und m_max 2
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 35.12 seconds
+ PhiAdjSO: : Starting ImplicitMidpointRule (Order=2)
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 32.53 seconds
+ PhiAdjSO: : 1:05.49 minutes
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 35.12 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 34.74 seconds
+ Initialization: 0.35 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 36.31 seconds
+ Inner Loop: : InnerCG resNorm : 1785159
+ Inner Loop: : Time needed for inner loop: 3:28.51 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 0 brauchte 1 = m innere Iterationen
+ Inner Loop: : 3:28.51 minutes
+ FWISO Subproblem: 3: d(8): Finished first / second inner loop ( 10, 1 steps )
+ *************************************
+ Residuumnorm 2: 1785159
+
+ iteration: 8 PROBLEM Number: 4
+ FWISO problem 4: d(8)
+ shot: 4: Solving forward problem...
+ Initialization: 0.32 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 29.92 seconds
+ Assembling Linearized Operators
+ Assembling Linearized Operators
+ Done!
+ Done!
+ after NonlinearEvaluation 87161
+ Prä-Residuumnorm: 9.869608e+08
+ Inner Loop: : FIRST ORDER Inner Loop with Abbruchkriterium Residuum zu erreichen 9.8693447e+08 und m_max 10
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.89 seconds
+ Initialization: 0.27 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 35.76 seconds
+ Inner Loop: : InnerCG resNorm : 9.8695759e+08
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.86 seconds
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 35.90 seconds
+ Inner Loop: : InnerCG resNorm : 9.8695691e+08
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.90 seconds
+ Initialization: 0.27 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 35.93 seconds
+ Inner Loop: : InnerCG resNorm : 9.8695651e+08
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.89 seconds
+ Initialization: 0.27 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 35.79 seconds
+ Inner Loop: : InnerCG resNorm : 9.8695636e+08
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.89 seconds
+ Initialization: 0.27 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 35.87 seconds
+ Inner Loop: : InnerCG resNorm : 9.8695632e+08
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.92 seconds
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 35.70 seconds
+ Inner Loop: : InnerCG resNorm : 9.8695627e+08
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.91 seconds
+ Initialization: 0.27 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 35.77 seconds
+ Inner Loop: : InnerCG resNorm : 9.8695623e+08
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.89 seconds
+ Initialization: 0.27 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 35.79 seconds
+ Inner Loop: : InnerCG resNorm : 9.8695619e+08
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.90 seconds
+ Initialization: 0.27 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 35.66 seconds
+ Inner Loop: : InnerCG resNorm : 9.8695614e+08
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.89 seconds
+ Initialization: 0.27 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 35.72 seconds
+ Inner Loop: : InnerCG resNorm : 9.8695609e+08
+ Inner Loop: : Time needed for inner loop: 11:25.00 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 1 brauchte 10 = m innere Iterationen
+ Inner Loop: : 11:25.00 minutes
+ Residuumnorm 1: 9.8695609e+08
+ ----- Intermezzo: Change Operators and Recalculate Residuum -----
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 36.65 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 36.49 seconds
+ Initialization: 0.30 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 38.46 seconds
+ Intermezzo Residuum: 1738639.5
+ ----- Intermezzo Ende -----
+ Inner Loop: : PSI Inner Loop with Abbruchkriterium Residuum zu erreichen 4.7155657e+08 und m_max 2
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 36.77 seconds
+ PhiAdjSO: : Starting ImplicitMidpointRule (Order=2)
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 32.47 seconds
+ PhiAdjSO: : 1:05.52 minutes
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 36.91 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 36.31 seconds
+ Initialization: 0.34 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 38.12 seconds
+ Inner Loop: : InnerCG resNorm : 1725114.1
+ Inner Loop: : Time needed for inner loop: 3:35.35 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 0 brauchte 1 = m innere Iterationen
+ Inner Loop: : 3:35.35 minutes
+ FWISO Subproblem: 4: d(8): Finished first / second inner loop ( 10, 1 steps )
+ *************************************
+ Residuumnorm 2: 1725114.1
+
+ iteration: 8 PROBLEM Number: 5
+ FWISO problem 5: d(8)
+ shot: 5: Solving forward problem...
+ Initialization: 0.33 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 32.94 seconds
+ Assembling Linearized Operators
+ Assembling Linearized Operators
+ Done!
+ Done!
+ after NonlinearEvaluation 87206
+ Prä-Residuumnorm: 9.5338062e+08
+ Inner Loop: : FIRST ORDER Inner Loop with Abbruchkriterium Residuum zu erreichen 9.5336898e+08 und m_max 10
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.80 seconds
+ Initialization: 0.27 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 38.31 seconds
+ Inner Loop: : InnerCG resNorm : 9.5338009e+08
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.79 seconds
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 38.48 seconds
+ Inner Loop: : InnerCG resNorm : 9.5337986e+08
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.82 seconds
+ Initialization: 0.27 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 38.58 seconds
+ Inner Loop: : InnerCG resNorm : 9.533797e+08
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.83 seconds
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 38.47 seconds
+ Inner Loop: : InnerCG resNorm : 9.5337965e+08
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.83 seconds
+ Initialization: 0.27 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 38.28 seconds
+ Inner Loop: : InnerCG resNorm : 9.5337962e+08
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.84 seconds
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 38.57 seconds
+ Inner Loop: : InnerCG resNorm : 9.5337958e+08
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.83 seconds
+ Initialization: 0.27 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 38.59 seconds
+ Inner Loop: : InnerCG resNorm : 9.5337954e+08
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.83 seconds
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 38.58 seconds
+ Inner Loop: : InnerCG resNorm : 9.5337953e+08
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.82 seconds
+ Initialization: 0.27 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 38.52 seconds
+ Inner Loop: : InnerCG resNorm : 9.533795e+08
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.81 seconds
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 38.43 seconds
+ Inner Loop: : InnerCG resNorm : 9.5337946e+08
+ Inner Loop: : Time needed for inner loop: 11:52.00 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 1 brauchte 10 = m innere Iterationen
+ Inner Loop: : 11:52.00 minutes
+ Residuumnorm 1: 9.5337946e+08
+ ----- Intermezzo: Change Operators and Recalculate Residuum -----
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 39.60 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 39.38 seconds
+ Initialization: 0.31 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 41.93 seconds
+ Intermezzo Residuum: 1454288.7
+ ----- Intermezzo Ende -----
+ Inner Loop: : PSI Inner Loop with Abbruchkriterium Residuum zu erreichen 4.5577615e+08 und m_max 2
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 39.88 seconds
+ PhiAdjSO: : Starting ImplicitMidpointRule (Order=2)
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 32.48 seconds
+ PhiAdjSO: : 1:05.55 minutes
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 39.74 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 39.07 seconds
+ Initialization: 0.33 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 41.16 seconds
+ Inner Loop: : InnerCG resNorm : 1443967.1
+ Inner Loop: : Time needed for inner loop: 3:47.11 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 0 brauchte 1 = m innere Iterationen
+ Inner Loop: : 3:47.12 minutes
+ FWISO Subproblem: 5: d(8): Finished first / second inner loop ( 10, 1 steps )
+ *************************************
+ Residuumnorm 2: 1443967.1
+
+
+ Iteration Main Looop Counting Variable iter: 9
+
+ iteration: 9 PROBLEM Number: 0
+ FWISO problem 0: d(9)
+ shot: 0: Solving forward problem...
+ Initialization: 0.32 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 33.58 seconds
+ Assembling Linearized Operators
+ Assembling Linearized Operators
+ Done!
+ Done!
+ after NonlinearEvaluation 87885
+ Prä-Residuumnorm: 9.326805e+08
+ Inner Loop: : FIRST ORDER Inner Loop with Abbruchkriterium Residuum zu erreichen 9.3266565e+08 und m_max 10
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.86 seconds
+ Initialization: 0.29 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 38.72 seconds
+ Inner Loop: : InnerCG resNorm : 9.3268013e+08
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.87 seconds
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 38.98 seconds
+ Inner Loop: : InnerCG resNorm : 9.3267995e+08
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.84 seconds
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 39.34 seconds
+ Inner Loop: : InnerCG resNorm : 9.3267983e+08
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.82 seconds
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 39.15 seconds
+ Inner Loop: : InnerCG resNorm : 9.3267977e+08
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.83 seconds
+ Initialization: 0.27 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 38.89 seconds
+ Inner Loop: : InnerCG resNorm : 9.3267973e+08
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.86 seconds
+ Initialization: 0.27 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 39.05 seconds
+ Inner Loop: : InnerCG resNorm : 9.3267967e+08
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.84 seconds
+ Initialization: 0.27 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 39.21 seconds
+ Inner Loop: : InnerCG resNorm : 9.3267962e+08
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.83 seconds
+ Initialization: 0.27 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 38.83 seconds
+ Inner Loop: : InnerCG resNorm : 9.3267959e+08
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.83 seconds
+ Initialization: 0.27 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 38.88 seconds
+ Inner Loop: : InnerCG resNorm : 9.3267956e+08
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.84 seconds
+ Initialization: 0.27 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 38.92 seconds
+ Inner Loop: : InnerCG resNorm : 9.3267954e+08
+ Inner Loop: : Time needed for inner loop: 11:57.00 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 1 brauchte 10 = m innere Iterationen
+ Inner Loop: : 11:57.00 minutes
+ Residuumnorm 1: 9.3267954e+08
+ ----- Intermezzo: Change Operators and Recalculate Residuum -----
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 40.72 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 40.55 seconds
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 42.40 seconds
+ Intermezzo Residuum: 1338481.1
+ ----- Intermezzo Ende -----
+ Inner Loop: : PSI Inner Loop with Abbruchkriterium Residuum zu erreichen 4.0097693e+08 und m_max 2
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 40.97 seconds
+ PhiAdjSO: : Starting ImplicitMidpointRule (Order=2)
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 32.49 seconds
+ PhiAdjSO: : 1:05.43 minutes
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 40.84 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 39.61 seconds
+ Initialization: 0.34 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 41.53 seconds
+ Inner Loop: : InnerCG resNorm : 1328313.4
+ Inner Loop: : Time needed for inner loop: 3:50.23 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 0 brauchte 1 = m innere Iterationen
+ Inner Loop: : 3:50.23 minutes
+ FWISO Subproblem: 0: d(9): Finished first / second inner loop ( 10, 1 steps )
+ *************************************
+ Residuumnorm 2: 1328313.4
+
+ iteration: 9 PROBLEM Number: 1
+ FWISO problem 1: d(9)
+ shot: 1: Solving forward problem...
+ Initialization: 0.32 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.31 seconds
+ Assembling Linearized Operators
+ Assembling Linearized Operators
+ Done!
+ Done!
+ after NonlinearEvaluation 87301
+ Prä-Residuumnorm: 9.6937094e+08
+ Inner Loop: : FIRST ORDER Inner Loop with Abbruchkriterium Residuum zu erreichen 9.6936341e+08 und m_max 10
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.83 seconds
+ Initialization: 0.27 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 36.09 seconds
+ Inner Loop: : InnerCG resNorm : 9.6936953e+08
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.84 seconds
+ Initialization: 0.27 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 36.09 seconds
+ Inner Loop: : InnerCG resNorm : 9.6936928e+08
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.85 seconds
+ Initialization: 0.26 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 36.28 seconds
+ Inner Loop: : InnerCG resNorm : 9.6936898e+08
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.83 seconds
+ Initialization: 0.27 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 36.22 seconds
+ Inner Loop: : InnerCG resNorm : 9.6936882e+08
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.83 seconds
+ Initialization: 0.27 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 36.16 seconds
+ Inner Loop: : InnerCG resNorm : 9.6936876e+08
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.84 seconds
+ Initialization: 0.26 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 36.15 seconds
+ Inner Loop: : InnerCG resNorm : 9.6936871e+08
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.86 seconds
+ Initialization: 0.27 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 36.10 seconds
+ Inner Loop: : InnerCG resNorm : 9.6936868e+08
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.84 seconds
+ Initialization: 0.27 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 36.15 seconds
+ Inner Loop: : InnerCG resNorm : 9.6936865e+08
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.84 seconds
+ Initialization: 0.27 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 36.11 seconds
+ Inner Loop: : InnerCG resNorm : 9.6936862e+08
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.85 seconds
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 36.13 seconds
+ Inner Loop: : InnerCG resNorm : 9.6936858e+08
+ Inner Loop: : Time needed for inner loop: 11:28.00 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 1 brauchte 10 = m innere Iterationen
+ Inner Loop: : 11:28.00 minutes
+ Residuumnorm 1: 9.6936858e+08
+ ----- Intermezzo: Change Operators and Recalculate Residuum -----
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 37.06 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 36.94 seconds
+ Initialization: 0.29 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 39.02 seconds
+ Intermezzo Residuum: 1538682.5
+ ----- Intermezzo Ende -----
+ Inner Loop: : PSI Inner Loop with Abbruchkriterium Residuum zu erreichen 4.1702323e+08 und m_max 2
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 37.29 seconds
+ PhiAdjSO: : Starting ImplicitMidpointRule (Order=2)
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 32.54 seconds
+ PhiAdjSO: : 1:05.48 minutes
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 37.25 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 36.74 seconds
+ Initialization: 0.35 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 38.54 seconds
+ Inner Loop: : InnerCG resNorm : 1527059.6
+ Inner Loop: : Time needed for inner loop: 3:37.07 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 0 brauchte 1 = m innere Iterationen
+ Inner Loop: : 3:37.07 minutes
+ FWISO Subproblem: 1: d(9): Finished first / second inner loop ( 10, 1 steps )
+ *************************************
+ Residuumnorm 2: 1527059.6
+
+ iteration: 9 PROBLEM Number: 2
+ FWISO problem 2: d(9)
+ shot: 2: Solving forward problem...
+ Initialization: 0.32 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 28.34 seconds
+ Assembling Linearized Operators
+ Assembling Linearized Operators
+ Done!
+ Done!
+ after NonlinearEvaluation 87348
+ Prä-Residuumnorm: 1.0316795e+09
+ Inner Loop: : FIRST ORDER Inner Loop with Abbruchkriterium Residuum zu erreichen 1.0316713e+09 und m_max 10
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.86 seconds
+ Initialization: 0.26 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 34.40 seconds
+ Inner Loop: : InnerCG resNorm : 1.0316764e+09
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.86 seconds
+ Initialization: 0.26 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 34.43 seconds
+ Inner Loop: : InnerCG resNorm : 1.0316758e+09
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.86 seconds
+ Initialization: 0.26 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 34.40 seconds
+ Inner Loop: : InnerCG resNorm : 1.0316755e+09
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.86 seconds
+ Initialization: 0.27 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 34.44 seconds
+ Inner Loop: : InnerCG resNorm : 1.0316753e+09
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.86 seconds
+ Initialization: 0.26 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 34.42 seconds
+ Inner Loop: : InnerCG resNorm : 1.0316752e+09
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.87 seconds
+ Initialization: 0.26 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 34.41 seconds
+ Inner Loop: : InnerCG resNorm : 1.0316752e+09
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.85 seconds
+ Initialization: 0.27 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 34.44 seconds
+ Inner Loop: : InnerCG resNorm : 1.0316751e+09
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.87 seconds
+ Initialization: 0.27 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 34.39 seconds
+ Inner Loop: : InnerCG resNorm : 1.0316751e+09
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.87 seconds
+ Initialization: 0.26 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 34.36 seconds
+ Inner Loop: : InnerCG resNorm : 1.0316751e+09
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.88 seconds
+ Initialization: 0.27 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 34.40 seconds
+ Inner Loop: : InnerCG resNorm : 1.031675e+09
+ Inner Loop: : Time needed for inner loop: 11:11.00 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 1 brauchte 10 = m innere Iterationen
+ Inner Loop: : 11:11.00 minutes
+ Residuumnorm 1: 1.031675e+09
+ ----- Intermezzo: Change Operators and Recalculate Residuum -----
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 35.18 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 34.97 seconds
+ Initialization: 0.31 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 36.80 seconds
+ Intermezzo Residuum: 1592849.9
+ ----- Intermezzo Ende -----
+ Inner Loop: : PSI Inner Loop with Abbruchkriterium Residuum zu erreichen 4.4381973e+08 und m_max 2
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 35.43 seconds
+ PhiAdjSO: : Starting ImplicitMidpointRule (Order=2)
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 32.53 seconds
+ PhiAdjSO: : 1:05.43 minutes
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 35.32 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 34.83 seconds
+ Initialization: 0.34 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 36.60 seconds
+ Inner Loop: : InnerCG resNorm : 1583392.1
+ Inner Loop: : Time needed for inner loop: 3:29.44 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 0 brauchte 1 = m innere Iterationen
+ Inner Loop: : 3:29.44 minutes
+ FWISO Subproblem: 2: d(9): Finished first / second inner loop ( 10, 1 steps )
+ *************************************
+ Residuumnorm 2: 1583392.1
+
+ iteration: 9 PROBLEM Number: 3
+ FWISO problem 3: d(9)
+ shot: 3: Solving forward problem...
+ Initialization: 0.32 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 28.04 seconds
+ Assembling Linearized Operators
+ Assembling Linearized Operators
+ Done!
+ Done!
+ after NonlinearEvaluation 86715
+ Prä-Residuumnorm: 1.0872358e+09
+ Inner Loop: : FIRST ORDER Inner Loop with Abbruchkriterium Residuum zu erreichen 1.0872233e+09 und m_max 10
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.83 seconds
+ Initialization: 0.27 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 34.13 seconds
+ Inner Loop: : InnerCG resNorm : 1.0872334e+09
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.85 seconds
+ Initialization: 0.27 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 34.16 seconds
+ Inner Loop: : InnerCG resNorm : 1.0872329e+09
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.87 seconds
+ Initialization: 0.27 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 34.16 seconds
+ Inner Loop: : InnerCG resNorm : 1.0872326e+09
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.84 seconds
+ Initialization: 0.26 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 34.21 seconds
+ Inner Loop: : InnerCG resNorm : 1.0872325e+09
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.85 seconds
+ Initialization: 0.27 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 34.23 seconds
+ Inner Loop: : InnerCG resNorm : 1.0872324e+09
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.86 seconds
+ Initialization: 0.27 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 34.18 seconds
+ Inner Loop: : InnerCG resNorm : 1.0872324e+09
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.86 seconds
+ Initialization: 0.27 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 34.17 seconds
+ Inner Loop: : InnerCG resNorm : 1.0872324e+09
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.87 seconds
+ Initialization: 0.27 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 34.21 seconds
+ Inner Loop: : InnerCG resNorm : 1.0872323e+09
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.86 seconds
+ Initialization: 0.27 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 34.18 seconds
+ Inner Loop: : InnerCG resNorm : 1.0872323e+09
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.87 seconds
+ Initialization: 0.26 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 34.17 seconds
+ Inner Loop: : InnerCG resNorm : 1.0872323e+09
+ Inner Loop: : Time needed for inner loop: 11:09.00 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 1 brauchte 10 = m innere Iterationen
+ Inner Loop: : 11:09.00 minutes
+ Residuumnorm 1: 1.0872323e+09
+ ----- Intermezzo: Change Operators and Recalculate Residuum -----
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 34.99 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 34.82 seconds
+ Initialization: 0.29 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 36.24 seconds
+ Intermezzo Residuum: 1739550.5
+ ----- Intermezzo Ende -----
+ Inner Loop: : PSI Inner Loop with Abbruchkriterium Residuum zu erreichen 4.6759035e+08 und m_max 2
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 35.23 seconds
+ PhiAdjSO: : Starting ImplicitMidpointRule (Order=2)
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 32.47 seconds
+ PhiAdjSO: : 1:05.49 minutes
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 35.26 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 34.73 seconds
+ Initialization: 0.34 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 36.24 seconds
+ Inner Loop: : InnerCG resNorm : 1731172.4
+ Inner Loop: : Time needed for inner loop: 3:28.73 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 0 brauchte 1 = m innere Iterationen
+ Inner Loop: : 3:28.73 minutes
+ FWISO Subproblem: 3: d(9): Finished first / second inner loop ( 10, 1 steps )
+ *************************************
+ Residuumnorm 2: 1731172.4
+
+ iteration: 9 PROBLEM Number: 4
+ FWISO problem 4: d(9)
+ shot: 4: Solving forward problem...
+ Initialization: 0.32 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 29.95 seconds
+ Assembling Linearized Operators
+ Assembling Linearized Operators
+ Done!
+ Done!
+ after NonlinearEvaluation 86812
+ Prä-Residuumnorm: 9.8695986e+08
+ Inner Loop: : FIRST ORDER Inner Loop with Abbruchkriterium Residuum zu erreichen 9.869467e+08 und m_max 10
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.92 seconds
+ Initialization: 0.27 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 35.72 seconds
+ Inner Loop: : InnerCG resNorm : 9.8695729e+08
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.93 seconds
+ Initialization: 0.26 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 35.83 seconds
+ Inner Loop: : InnerCG resNorm : 9.8695668e+08
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.94 seconds
+ Initialization: 0.26 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 35.79 seconds
+ Inner Loop: : InnerCG resNorm : 9.8695633e+08
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.96 seconds
+ Initialization: 0.27 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 35.76 seconds
+ Inner Loop: : InnerCG resNorm : 9.8695619e+08
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.97 seconds
+ Initialization: 0.26 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 35.88 seconds
+ Inner Loop: : InnerCG resNorm : 9.8695616e+08
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.97 seconds
+ Initialization: 0.26 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 35.77 seconds
+ Inner Loop: : InnerCG resNorm : 9.8695612e+08
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.97 seconds
+ Initialization: 0.26 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 35.68 seconds
+ Inner Loop: : InnerCG resNorm : 9.8695608e+08
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.97 seconds
+ Initialization: 0.26 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 35.78 seconds
+ Inner Loop: : InnerCG resNorm : 9.8695605e+08
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.96 seconds
+ Initialization: 0.26 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 35.71 seconds
+ Inner Loop: : InnerCG resNorm : 9.8695601e+08
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.96 seconds
+ Initialization: 0.26 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 35.72 seconds
+ Inner Loop: : InnerCG resNorm : 9.8695597e+08
+ Inner Loop: : Time needed for inner loop: 11:26.00 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 1 brauchte 10 = m innere Iterationen
+ Inner Loop: : 11:26.00 minutes
+ Residuumnorm 1: 9.8695597e+08
+ ----- Intermezzo: Change Operators and Recalculate Residuum -----
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 36.58 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 36.52 seconds
+ Initialization: 0.29 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 38.56 seconds
+ Intermezzo Residuum: 1669522.5
+ ----- Intermezzo Ende -----
+ Inner Loop: : PSI Inner Loop with Abbruchkriterium Residuum zu erreichen 4.2440051e+08 und m_max 2
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 36.74 seconds
+ PhiAdjSO: : Starting ImplicitMidpointRule (Order=2)
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 32.57 seconds
+ PhiAdjSO: : 1:05.73 minutes
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 36.79 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 36.30 seconds
+ Initialization: 0.35 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 38.04 seconds
+ Inner Loop: : InnerCG resNorm : 1658463.1
+ Inner Loop: : Time needed for inner loop: 3:35.31 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 0 brauchte 1 = m innere Iterationen
+ Inner Loop: : 3:35.31 minutes
+ FWISO Subproblem: 4: d(9): Finished first / second inner loop ( 10, 1 steps )
+ *************************************
+ Residuumnorm 2: 1658463.1
+
+ iteration: 9 PROBLEM Number: 5
+ FWISO problem 5: d(9)
+ shot: 5: Solving forward problem...
+ Initialization: 0.33 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 32.79 seconds
+ Assembling Linearized Operators
+ Assembling Linearized Operators
+ Done!
+ Done!
+ after NonlinearEvaluation 88802
+ Prä-Residuumnorm: 9.5338024e+08
+ Inner Loop: : FIRST ORDER Inner Loop with Abbruchkriterium Residuum zu erreichen 9.5337441e+08 und m_max 10
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.84 seconds
+ Initialization: 0.27 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 38.17 seconds
+ Inner Loop: : InnerCG resNorm : 9.5337987e+08
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.86 seconds
+ Initialization: 0.27 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 38.42 seconds
+ Inner Loop: : InnerCG resNorm : 9.533797e+08
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.92 seconds
+ Initialization: 0.26 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 38.47 seconds
+ Inner Loop: : InnerCG resNorm : 9.5337957e+08
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.91 seconds
+ Initialization: 0.26 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 38.56 seconds
+ Inner Loop: : InnerCG resNorm : 9.5337952e+08
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.92 seconds
+ Initialization: 0.27 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 38.27 seconds
+ Inner Loop: : InnerCG resNorm : 9.533795e+08
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.94 seconds
+ Initialization: 0.27 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 38.29 seconds
+ Inner Loop: : InnerCG resNorm : 9.5337946e+08
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.94 seconds
+ Initialization: 0.26 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 38.58 seconds
+ Inner Loop: : InnerCG resNorm : 9.5337943e+08
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.94 seconds
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 38.48 seconds
+ Inner Loop: : InnerCG resNorm : 9.5337942e+08
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.92 seconds
+ Initialization: 0.27 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 38.49 seconds
+ Inner Loop: : InnerCG resNorm : 9.533794e+08
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.90 seconds
+ Initialization: 0.27 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 38.52 seconds
+ Inner Loop: : InnerCG resNorm : 9.5337937e+08
+ Inner Loop: : Time needed for inner loop: 11:51.00 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 1 brauchte 10 = m innere Iterationen
+ Inner Loop: : 11:51.00 minutes
+ Residuumnorm 1: 9.5337937e+08
+ ----- Intermezzo: Change Operators and Recalculate Residuum -----
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 39.81 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 39.64 seconds
+ Initialization: 0.29 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 41.72 seconds
+ Intermezzo Residuum: 1391938.6
+ ----- Intermezzo Ende -----
+ Inner Loop: : PSI Inner Loop with Abbruchkriterium Residuum zu erreichen 4.1019837e+08 und m_max 2
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 40.09 seconds
+ PhiAdjSO: : Starting ImplicitMidpointRule (Order=2)
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 32.49 seconds
+ PhiAdjSO: : 1:05.59 minutes
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 39.96 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 38.83 seconds
+ Initialization: 0.35 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 41.14 seconds
+ Inner Loop: : InnerCG resNorm : 1383190.9
+ Inner Loop: : Time needed for inner loop: 3:47.31 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 0 brauchte 1 = m innere Iterationen
+ Inner Loop: : 3:47.31 minutes
+ FWISO Subproblem: 5: d(9): Finished first / second inner loop ( 10, 1 steps )
+ *************************************
+ Residuumnorm 2: 1383190.9
+
+
+ Iteration Main Looop Counting Variable iter: 10
+
+ iteration: 10 PROBLEM Number: 0
+ FWISO problem 0: d(10)
+ shot: 0: Solving forward problem...
+ Initialization: 0.32 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 33.30 seconds
+ Assembling Linearized Operators
+ Assembling Linearized Operators
+ Done!
+ Done!
+ after NonlinearEvaluation 88964
+ Prä-Residuumnorm: 9.3268025e+08
+ Inner Loop: : FIRST ORDER Inner Loop with Abbruchkriterium Residuum zu erreichen 9.3267282e+08 und m_max 10
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.85 seconds
+ Initialization: 0.27 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 38.77 seconds
+ Inner Loop: : InnerCG resNorm : 9.3267997e+08
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.89 seconds
+ Initialization: 0.27 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 39.02 seconds
+ Inner Loop: : InnerCG resNorm : 9.3267982e+08
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.91 seconds
+ Initialization: 0.27 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 39.50 seconds
+ Inner Loop: : InnerCG resNorm : 9.3267971e+08
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.91 seconds
+ Initialization: 0.26 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 39.24 seconds
+ Inner Loop: : InnerCG resNorm : 9.3267966e+08
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.93 seconds
+ Initialization: 0.27 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 38.77 seconds
+ Inner Loop: : InnerCG resNorm : 9.3267962e+08
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.93 seconds
+ Initialization: 0.26 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 39.12 seconds
+ Inner Loop: : InnerCG resNorm : 9.3267957e+08
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.94 seconds
+ Initialization: 0.27 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 39.16 seconds
+ Inner Loop: : InnerCG resNorm : 9.3267953e+08
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.91 seconds
+ Initialization: 0.26 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 38.80 seconds
+ Inner Loop: : InnerCG resNorm : 9.3267949e+08
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.89 seconds
+ Initialization: 0.27 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 38.95 seconds
+ Inner Loop: : InnerCG resNorm : 9.3267948e+08
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.91 seconds
+ Initialization: 0.27 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 38.95 seconds
+ Inner Loop: : InnerCG resNorm : 9.3267946e+08
+ Inner Loop: : Time needed for inner loop: 11:58.00 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 1 brauchte 10 = m innere Iterationen
+ Inner Loop: : 11:58.00 minutes
+ Residuumnorm 1: 9.3267946e+08
+ ----- Intermezzo: Change Operators and Recalculate Residuum -----
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 40.52 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 40.36 seconds
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 42.48 seconds
+ Intermezzo Residuum: 1282791.7
+ ----- Intermezzo Ende -----
+ Inner Loop: : PSI Inner Loop with Abbruchkriterium Residuum zu erreichen 3.6087914e+08 und m_max 2
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 40.74 seconds
+ PhiAdjSO: : Starting ImplicitMidpointRule (Order=2)
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 32.52 seconds
+ PhiAdjSO: : 1:05.39 minutes
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 40.61 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 39.27 seconds
+ Initialization: 0.34 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 41.93 seconds
+ Inner Loop: : InnerCG resNorm : 1275157.4
+ Inner Loop: : Time needed for inner loop: 3:49.85 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 0 brauchte 1 = m innere Iterationen
+ Inner Loop: : 3:49.85 minutes
+ FWISO Subproblem: 0: d(10): Finished first / second inner loop ( 10, 1 steps )
+ *************************************
+ Residuumnorm 2: 1275157.4
+
+ iteration: 10 PROBLEM Number: 1
+ FWISO problem 1: d(10)
+ shot: 1: Solving forward problem...
+ Initialization: 0.32 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.09 seconds
+ Assembling Linearized Operators
+ Assembling Linearized Operators
+ Done!
+ Done!
+ after NonlinearEvaluation 88297
+ Prä-Residuumnorm: 9.693704e+08
+ Inner Loop: : FIRST ORDER Inner Loop with Abbruchkriterium Residuum zu erreichen 9.6936664e+08 und m_max 10
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.85 seconds
+ Initialization: 0.27 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 36.20 seconds
+ Inner Loop: : InnerCG resNorm : 9.6936931e+08
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.88 seconds
+ Initialization: 0.27 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 35.99 seconds
+ Inner Loop: : InnerCG resNorm : 9.693691e+08
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.90 seconds
+ Initialization: 0.27 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 36.12 seconds
+ Inner Loop: : InnerCG resNorm : 9.6936883e+08
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.88 seconds
+ Initialization: 0.27 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 36.18 seconds
+ Inner Loop: : InnerCG resNorm : 9.693687e+08
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.89 seconds
+ Initialization: 0.27 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 36.21 seconds
+ Inner Loop: : InnerCG resNorm : 9.6936865e+08
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.88 seconds
+ Initialization: 0.27 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 36.17 seconds
+ Inner Loop: : InnerCG resNorm : 9.6936861e+08
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.91 seconds
+ Initialization: 0.27 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 36.13 seconds
+ Inner Loop: : InnerCG resNorm : 9.6936859e+08
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.93 seconds
+ Initialization: 0.27 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 36.06 seconds
+ Inner Loop: : InnerCG resNorm : 9.6936855e+08
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.93 seconds
+ Initialization: 0.26 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 36.18 seconds
+ Inner Loop: : InnerCG resNorm : 9.6936853e+08
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.90 seconds
+ Initialization: 0.27 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 36.28 seconds
+ Inner Loop: : InnerCG resNorm : 9.693685e+08
+ Inner Loop: : Time needed for inner loop: 11:29.00 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 1 brauchte 10 = m innere Iterationen
+ Inner Loop: : 11:29.00 minutes
+ Residuumnorm 1: 9.693685e+08
+ ----- Intermezzo: Change Operators and Recalculate Residuum -----
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 37.08 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 36.90 seconds
+ Initialization: 0.29 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 39.09 seconds
+ Intermezzo Residuum: 1490136
+ ----- Intermezzo Ende -----
+ Inner Loop: : PSI Inner Loop with Abbruchkriterium Residuum zu erreichen 3.753207e+08 und m_max 2
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 37.20 seconds
+ PhiAdjSO: : Starting ImplicitMidpointRule (Order=2)
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 32.66 seconds
+ PhiAdjSO: : 1:05.52 minutes
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 37.16 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 36.65 seconds
+ Initialization: 0.34 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 38.75 seconds
+ Inner Loop: : InnerCG resNorm : 1479298.6
+ Inner Loop: : Time needed for inner loop: 3:37.04 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 0 brauchte 1 = m innere Iterationen
+ Inner Loop: : 3:37.04 minutes
+ FWISO Subproblem: 1: d(10): Finished first / second inner loop ( 10, 1 steps )
+ *************************************
+ Residuumnorm 2: 1479298.6
+
+ iteration: 10 PROBLEM Number: 2
+ FWISO problem 2: d(10)
+ shot: 2: Solving forward problem...
+ Initialization: 0.33 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 28.41 seconds
+ Assembling Linearized Operators
+ Assembling Linearized Operators
+ Done!
+ Done!
+ after NonlinearEvaluation 87635
+ Prä-Residuumnorm: 1.0316786e+09
+ Inner Loop: : FIRST ORDER Inner Loop with Abbruchkriterium Residuum zu erreichen 1.0316745e+09 und m_max 10
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.80 seconds
+ Initialization: 0.27 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 34.40 seconds
+ Inner Loop: : InnerCG resNorm : 1.0316761e+09
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.91 seconds
+ Initialization: 0.26 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 34.48 seconds
+ Inner Loop: : InnerCG resNorm : 1.0316757e+09
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.89 seconds
+ Initialization: 0.27 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 34.44 seconds
+ Inner Loop: : InnerCG resNorm : 1.0316754e+09
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.92 seconds
+ Initialization: 0.26 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 34.43 seconds
+ Inner Loop: : InnerCG resNorm : 1.0316752e+09
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.91 seconds
+ Initialization: 0.26 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 34.53 seconds
+ Inner Loop: : InnerCG resNorm : 1.0316751e+09
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.89 seconds
+ Initialization: 0.26 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 34.49 seconds
+ Inner Loop: : InnerCG resNorm : 1.0316751e+09
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.90 seconds
+ Initialization: 0.26 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 34.44 seconds
+ Inner Loop: : InnerCG resNorm : 1.031675e+09
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.92 seconds
+ Initialization: 0.27 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 34.45 seconds
+ Inner Loop: : InnerCG resNorm : 1.031675e+09
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.93 seconds
+ Initialization: 0.26 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 34.47 seconds
+ Inner Loop: : InnerCG resNorm : 1.031675e+09
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.91 seconds
+ Initialization: 0.27 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 34.48 seconds
+ Inner Loop: : InnerCG resNorm : 1.0316749e+09
+ Inner Loop: : Time needed for inner loop: 11:11.00 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 1 brauchte 10 = m innere Iterationen
+ Inner Loop: : 11:11.00 minutes
+ Residuumnorm 1: 1.0316749e+09
+ ----- Intermezzo: Change Operators and Recalculate Residuum -----
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 35.23 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 35.08 seconds
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 36.71 seconds
+ Intermezzo Residuum: 1535459.9
+ ----- Intermezzo Ende -----
+ Inner Loop: : PSI Inner Loop with Abbruchkriterium Residuum zu erreichen 3.994374e+08 und m_max 2
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 35.34 seconds
+ PhiAdjSO: : Starting ImplicitMidpointRule (Order=2)
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 32.47 seconds
+ PhiAdjSO: : 1:05.40 minutes
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 35.43 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 34.96 seconds
+ Initialization: 0.33 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 36.83 seconds
+ Inner Loop: : InnerCG resNorm : 1523168.7
+ Inner Loop: : Time needed for inner loop: 3:29.75 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 0 brauchte 1 = m innere Iterationen
+ Inner Loop: : 3:29.75 minutes
+ FWISO Subproblem: 2: d(10): Finished first / second inner loop ( 10, 1 steps )
+ *************************************
+ Residuumnorm 2: 1523168.7
+
+ iteration: 10 PROBLEM Number: 3
+ FWISO problem 3: d(10)
+ shot: 3: Solving forward problem...
+ Initialization: 0.32 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 27.94 seconds
+ Assembling Linearized Operators
+ Assembling Linearized Operators
+ Done!
+ Done!
+ after NonlinearEvaluation 88327
+ Prä-Residuumnorm: 1.087235e+09
+ Inner Loop: : FIRST ORDER Inner Loop with Abbruchkriterium Residuum zu erreichen 1.0872287e+09 und m_max 10
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.82 seconds
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 34.21 seconds
+ Inner Loop: : InnerCG resNorm : 1.0872332e+09
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.80 seconds
+ Initialization: 0.27 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 34.15 seconds
+ Inner Loop: : InnerCG resNorm : 1.0872327e+09
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.81 seconds
+ Initialization: 0.27 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 34.14 seconds
+ Inner Loop: : InnerCG resNorm : 1.0872325e+09
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.84 seconds
+ Initialization: 0.27 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 34.27 seconds
+ Inner Loop: : InnerCG resNorm : 1.0872324e+09
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.86 seconds
+ Initialization: 0.26 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 34.23 seconds
+ Inner Loop: : InnerCG resNorm : 1.0872323e+09
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.84 seconds
+ Initialization: 0.27 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 34.20 seconds
+ Inner Loop: : InnerCG resNorm : 1.0872323e+09
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.87 seconds
+ Initialization: 0.29 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 34.26 seconds
+ Inner Loop: : InnerCG resNorm : 1.0872323e+09
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.86 seconds
+ Initialization: 0.27 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 34.23 seconds
+ Inner Loop: : InnerCG resNorm : 1.0872322e+09
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.88 seconds
+ Initialization: 0.27 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 34.20 seconds
+ Inner Loop: : InnerCG resNorm : 1.0872322e+09
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.88 seconds
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 34.21 seconds
+ Inner Loop: : InnerCG resNorm : 1.0872322e+09
+ Inner Loop: : Time needed for inner loop: 11:09.00 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 1 brauchte 10 = m innere Iterationen
+ Inner Loop: : 11:09.00 minutes
+ Residuumnorm 1: 1.0872322e+09
+ ----- Intermezzo: Change Operators and Recalculate Residuum -----
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 34.90 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 34.78 seconds
+ Initialization: 0.29 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 36.19 seconds
+ Intermezzo Residuum: 1691480.6
+ ----- Intermezzo Ende -----
+ Inner Loop: : PSI Inner Loop with Abbruchkriterium Residuum zu erreichen 4.2083101e+08 und m_max 2
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 35.16 seconds
+ PhiAdjSO: : Starting ImplicitMidpointRule (Order=2)
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 32.46 seconds
+ PhiAdjSO: : 1:05.34 minutes
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 35.15 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 34.71 seconds
+ Initialization: 0.34 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 36.28 seconds
+ Inner Loop: : InnerCG resNorm : 1684139.1
+ Inner Loop: : Time needed for inner loop: 3:28.41 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 0 brauchte 1 = m innere Iterationen
+ Inner Loop: : 3:28.41 minutes
+ FWISO Subproblem: 3: d(10): Finished first / second inner loop ( 10, 1 steps )
+ *************************************
+ Residuumnorm 2: 1684139.1
+
+ iteration: 10 PROBLEM Number: 4
+ FWISO problem 4: d(10)
+ shot: 4: Solving forward problem...
+ Initialization: 0.32 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 29.82 seconds
+ Assembling Linearized Operators
+ Assembling Linearized Operators
+ Done!
+ Done!
+ after NonlinearEvaluation 89161
+ Prä-Residuumnorm: 9.8695921e+08
+ Inner Loop: : FIRST ORDER Inner Loop with Abbruchkriterium Residuum zu erreichen 9.8695263e+08 und m_max 10
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.86 seconds
+ Initialization: 0.26 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 35.66 seconds
+ Inner Loop: : InnerCG resNorm : 9.8695706e+08
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.84 seconds
+ Initialization: 0.27 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 35.78 seconds
+ Inner Loop: : InnerCG resNorm : 9.8695651e+08
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.84 seconds
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 35.70 seconds
+ Inner Loop: : InnerCG resNorm : 9.869562e+08
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.85 seconds
+ Initialization: 0.27 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 35.73 seconds
+ Inner Loop: : InnerCG resNorm : 9.8695607e+08
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.84 seconds
+ Initialization: 0.27 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 35.88 seconds
+ Inner Loop: : InnerCG resNorm : 9.8695604e+08
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.84 seconds
+ Initialization: 0.27 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 35.83 seconds
+ Inner Loop: : InnerCG resNorm : 9.86956e+08
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.85 seconds
+ Initialization: 0.27 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 35.77 seconds
+ Inner Loop: : InnerCG resNorm : 9.8695597e+08
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.85 seconds
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 35.76 seconds
+ Inner Loop: : InnerCG resNorm : 9.8695594e+08
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.86 seconds
+ Initialization: 0.27 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 35.75 seconds
+ Inner Loop: : InnerCG resNorm : 9.8695591e+08
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.88 seconds
+ Initialization: 0.27 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 35.74 seconds
+ Inner Loop: : InnerCG resNorm : 9.8695588e+08
+ Inner Loop: : Time needed for inner loop: 11:24.00 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 1 brauchte 10 = m innere Iterationen
+ Inner Loop: : 11:24.00 minutes
+ Residuumnorm 1: 9.8695588e+08
+ ----- Intermezzo: Change Operators and Recalculate Residuum -----
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 36.66 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 36.52 seconds
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 38.50 seconds
+ Intermezzo Residuum: 1613554.8
+ ----- Intermezzo Ende -----
+ Inner Loop: : PSI Inner Loop with Abbruchkriterium Residuum zu erreichen 3.819602e+08 und m_max 2
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 36.89 seconds
+ PhiAdjSO: : Starting ImplicitMidpointRule (Order=2)
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 32.51 seconds
+ PhiAdjSO: : 1:05.57 minutes
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 36.93 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 36.20 seconds
+ Initialization: 0.34 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 38.13 seconds
+ Inner Loop: : InnerCG resNorm : 1603939.2
+ Inner Loop: : Time needed for inner loop: 3:35.46 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 0 brauchte 1 = m innere Iterationen
+ Inner Loop: : 3:35.46 minutes
+ FWISO Subproblem: 4: d(10): Finished first / second inner loop ( 10, 1 steps )
+ *************************************
+ Residuumnorm 2: 1603939.2
+
+ iteration: 10 PROBLEM Number: 5
+ FWISO problem 5: d(10)
+ shot: 5: Solving forward problem...
+ Initialization: 0.32 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 32.80 seconds
+ Assembling Linearized Operators
+ Assembling Linearized Operators
+ Done!
+ Done!
+ after NonlinearEvaluation 90533
+ Prä-Residuumnorm: 9.5338001e+08
+ Inner Loop: : FIRST ORDER Inner Loop with Abbruchkriterium Residuum zu erreichen 9.533771e+08 und m_max 10
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.89 seconds
+ Initialization: 0.27 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 38.26 seconds
+ Inner Loop: : InnerCG resNorm : 9.5337973e+08
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.86 seconds
+ Initialization: 0.27 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 38.63 seconds
+ Inner Loop: : InnerCG resNorm : 9.5337959e+08
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.88 seconds
+ Initialization: 0.27 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 38.58 seconds
+ Inner Loop: : InnerCG resNorm : 9.5337946e+08
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.88 seconds
+ Initialization: 0.27 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 38.52 seconds
+ Inner Loop: : InnerCG resNorm : 9.5337942e+08
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.88 seconds
+ Initialization: 0.27 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 38.37 seconds
+ Inner Loop: : InnerCG resNorm : 9.533794e+08
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.91 seconds
+ Initialization: 0.27 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 38.47 seconds
+ Inner Loop: : InnerCG resNorm : 9.5337937e+08
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.91 seconds
+ Initialization: 0.27 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 38.63 seconds
+ Inner Loop: : InnerCG resNorm : 9.5337935e+08
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.89 seconds
+ Initialization: 0.27 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 38.54 seconds
+ Inner Loop: : InnerCG resNorm : 9.5337934e+08
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.88 seconds
+ Initialization: 0.27 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 38.52 seconds
+ Inner Loop: : InnerCG resNorm : 9.5337932e+08
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.88 seconds
+ Initialization: 0.27 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 38.47 seconds
+ Inner Loop: : InnerCG resNorm : 9.533793e+08
+ Inner Loop: : Time needed for inner loop: 11:52.00 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 1 brauchte 10 = m innere Iterationen
+ Inner Loop: : 11:52.00 minutes
+ Residuumnorm 1: 9.533793e+08
+ ----- Intermezzo: Change Operators and Recalculate Residuum -----
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 39.79 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 39.56 seconds
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 41.79 seconds
+ Intermezzo Residuum: 1339875.8
+ ----- Intermezzo Ende -----
+ Inner Loop: : PSI Inner Loop with Abbruchkriterium Residuum zu erreichen 3.6917844e+08 und m_max 2
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 39.96 seconds
+ PhiAdjSO: : Starting ImplicitMidpointRule (Order=2)
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 32.45 seconds
+ PhiAdjSO: : 1:05.45 minutes
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 39.93 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 38.95 seconds
+ Initialization: 0.35 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 41.19 seconds
+ Inner Loop: : InnerCG resNorm : 1332679.3
+ Inner Loop: : Time needed for inner loop: 3:47.23 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 0 brauchte 1 = m innere Iterationen
+ Inner Loop: : 3:47.23 minutes
+ FWISO Subproblem: 5: d(10): Finished first / second inner loop ( 10, 1 steps )
+ *************************************
+ Residuumnorm 2: 1332679.3
+
+
+ Iteration Main Looop Counting Variable iter: 11
+
+ iteration: 11 PROBLEM Number: 0
+ FWISO problem 0: d(11)
+ shot: 0: Solving forward problem...
+ Initialization: 0.32 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 33.17 seconds
+ Assembling Linearized Operators
+ Assembling Linearized Operators
+ Done!
+ Done!
+ after NonlinearEvaluation 89178
+ Prä-Residuumnorm: 9.3268003e+08
+ Inner Loop: : FIRST ORDER Inner Loop with Abbruchkriterium Residuum zu erreichen 9.3267632e+08 und m_max 10
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.79 seconds
+ Initialization: 0.27 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 38.87 seconds
+ Inner Loop: : InnerCG resNorm : 9.3267982e+08
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.85 seconds
+ Initialization: 0.27 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 38.81 seconds
+ Inner Loop: : InnerCG resNorm : 9.326797e+08
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.87 seconds
+ Initialization: 0.27 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 39.37 seconds
+ Inner Loop: : InnerCG resNorm : 9.326796e+08
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.89 seconds
+ Initialization: 0.27 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 39.03 seconds
+ Inner Loop: : InnerCG resNorm : 9.3267956e+08
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.92 seconds
+ Initialization: 0.27 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 38.89 seconds
+ Inner Loop: : InnerCG resNorm : 9.3267952e+08
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.90 seconds
+ Initialization: 0.27 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 39.01 seconds
+ Inner Loop: : InnerCG resNorm : 9.3267949e+08
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.89 seconds
+ Initialization: 0.27 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 39.07 seconds
+ Inner Loop: : InnerCG resNorm : 9.3267945e+08
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.89 seconds
+ Initialization: 0.27 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 38.90 seconds
+ Inner Loop: : InnerCG resNorm : 9.3267942e+08
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.88 seconds
+ Initialization: 0.27 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 38.93 seconds
+ Inner Loop: : InnerCG resNorm : 9.326794e+08
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.89 seconds
+ Initialization: 0.26 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 39.00 seconds
+ Inner Loop: : InnerCG resNorm : 9.3267939e+08
+ Inner Loop: : Time needed for inner loop: 11:57.00 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 1 brauchte 10 = m innere Iterationen
+ Inner Loop: : 11:57.00 minutes
+ Residuumnorm 1: 9.3267939e+08
+ ----- Intermezzo: Change Operators and Recalculate Residuum -----
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 40.55 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 40.36 seconds
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 42.40 seconds
+ Intermezzo Residuum: 1232649.4
+ ----- Intermezzo Ende -----
+ Inner Loop: : PSI Inner Loop with Abbruchkriterium Residuum zu erreichen 3.2479115e+08 und m_max 2
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 40.83 seconds
+ PhiAdjSO: : Starting ImplicitMidpointRule (Order=2)
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 32.43 seconds
+ PhiAdjSO: : 1:05.35 minutes
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 40.71 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 39.40 seconds
+ Initialization: 0.33 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 41.78 seconds
+ Inner Loop: : InnerCG resNorm : 1226121.8
+ Inner Loop: : Time needed for inner loop: 3:49.98 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 0 brauchte 1 = m innere Iterationen
+ Inner Loop: : 3:49.98 minutes
+ FWISO Subproblem: 0: d(11): Finished first / second inner loop ( 10, 1 steps )
+ *************************************
+ Residuumnorm 2: 1226121.8
+
+ iteration: 11 PROBLEM Number: 1
+ FWISO problem 1: d(11)
+ shot: 1: Solving forward problem...
+ Initialization: 0.32 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.07 seconds
+ Assembling Linearized Operators
+ Assembling Linearized Operators
+ Done!
+ Done!
+ after NonlinearEvaluation 88484
+ Prä-Residuumnorm: 9.6937005e+08
+ Inner Loop: : FIRST ORDER Inner Loop with Abbruchkriterium Residuum zu erreichen 9.6936817e+08 und m_max 10
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.85 seconds
+ Initialization: 0.27 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 36.11 seconds
+ Inner Loop: : InnerCG resNorm : 9.6936915e+08
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.88 seconds
+ Initialization: 0.27 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 36.09 seconds
+ Inner Loop: : InnerCG resNorm : 9.6936897e+08
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.91 seconds
+ Initialization: 0.26 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 36.06 seconds
+ Inner Loop: : InnerCG resNorm : 9.6936874e+08
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.89 seconds
+ Initialization: 0.27 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 36.13 seconds
+ Inner Loop: : InnerCG resNorm : 9.6936861e+08
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.89 seconds
+ Initialization: 0.27 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 36.08 seconds
+ Inner Loop: : InnerCG resNorm : 9.6936857e+08
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.90 seconds
+ Initialization: 0.27 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 36.34 seconds
+ Inner Loop: : InnerCG resNorm : 9.6936854e+08
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.90 seconds
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 36.32 seconds
+ Inner Loop: : InnerCG resNorm : 9.6936851e+08
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.90 seconds
+ Initialization: 0.27 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 36.19 seconds
+ Inner Loop: : InnerCG resNorm : 9.6936848e+08
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.91 seconds
+ Initialization: 0.27 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 36.05 seconds
+ Inner Loop: : InnerCG resNorm : 9.6936847e+08
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.92 seconds
+ Initialization: 0.27 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 36.25 seconds
+ Inner Loop: : InnerCG resNorm : 9.6936844e+08
+ Inner Loop: : Time needed for inner loop: 11:29.00 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 1 brauchte 10 = m innere Iterationen
+ Inner Loop: : 11:29.00 minutes
+ Residuumnorm 1: 9.6936844e+08
+ ----- Intermezzo: Change Operators and Recalculate Residuum -----
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 37.06 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 36.95 seconds
+ Initialization: 0.31 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 39.01 seconds
+ Intermezzo Residuum: 1447021.8
+ ----- Intermezzo Ende -----
+ Inner Loop: : PSI Inner Loop with Abbruchkriterium Residuum zu erreichen 3.3778851e+08 und m_max 2
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 37.31 seconds
+ PhiAdjSO: : Starting ImplicitMidpointRule (Order=2)
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 32.51 seconds
+ PhiAdjSO: : 1:05.46 minutes
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 37.30 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 36.73 seconds
+ Initialization: 0.30 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 38.42 seconds
+ Inner Loop: : InnerCG resNorm : 1436977.9
+ Inner Loop: : Time needed for inner loop: 3:37.00 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 0 brauchte 1 = m innere Iterationen
+ Inner Loop: : 3:37.00 minutes
+ FWISO Subproblem: 1: d(11): Finished first / second inner loop ( 10, 1 steps )
+ *************************************
+ Residuumnorm 2: 1436977.9
+
+ iteration: 11 PROBLEM Number: 2
+ FWISO problem 2: d(11)
+ shot: 2: Solving forward problem...
+ Initialization: 0.32 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 28.34 seconds
+ Assembling Linearized Operators
+ Assembling Linearized Operators
+ Done!
+ Done!
+ after NonlinearEvaluation 88494
+ Prä-Residuumnorm: 1.0316781e+09
+ Inner Loop: : FIRST ORDER Inner Loop with Abbruchkriterium Residuum zu erreichen 1.031676e+09 und m_max 10
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.89 seconds
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 34.37 seconds
+ Inner Loop: : InnerCG resNorm : 1.0316759e+09
+ Inner Loop: : Time needed for inner loop: 1:06.68 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 1 brauchte 1 = m innere Iterationen
+ Inner Loop: : 1:06.68 minutes
+ Residuumnorm 1: 1.0316759e+09
+ ----- Intermezzo: Change Operators and Recalculate Residuum -----
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 35.37 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 34.94 seconds
+ Initialization: 0.31 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 36.66 seconds
+ Intermezzo Residuum: 2094668.3
+ ----- Intermezzo Ende -----
+ Inner Loop: : PSI Inner Loop with Abbruchkriterium Residuum zu erreichen 3.5949348e+08 und m_max 2
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 35.50 seconds
+ PhiAdjSO: : Starting ImplicitMidpointRule (Order=2)
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 32.60 seconds
+ PhiAdjSO: : 1:05.49 minutes
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 35.26 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 34.91 seconds
+ Initialization: 0.33 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 36.59 seconds
+ Inner Loop: : InnerCG resNorm : 1929550.2
+ Inner Loop: : Time needed for inner loop: 3:29.55 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 0 brauchte 1 = m innere Iterationen
+ Inner Loop: : 3:29.55 minutes
+ FWISO Subproblem: 2: d(11): Finished first / second inner loop ( 1, 1 steps )
+ *************************************
+ Residuumnorm 2: 1929550.2
+
+ iteration: 11 PROBLEM Number: 3
+ FWISO problem 3: d(11)
+ shot: 3: Solving forward problem...
+ Initialization: 0.33 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 28.02 seconds
+ Assembling Linearized Operators
+ Assembling Linearized Operators
+ Done!
+ Done!
+ after NonlinearEvaluation 89252
+ Prä-Residuumnorm: 1.0872343e+09
+ Inner Loop: : FIRST ORDER Inner Loop with Abbruchkriterium Residuum zu erreichen 1.0872312e+09 und m_max 10
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.73 seconds
+ Initialization: 0.26 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 34.08 seconds
+ Inner Loop: : InnerCG resNorm : 1.087233e+09
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.79 seconds
+ Initialization: 0.27 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 34.13 seconds
+ Inner Loop: : InnerCG resNorm : 1.0872327e+09
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.81 seconds
+ Initialization: 0.27 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 34.20 seconds
+ Inner Loop: : InnerCG resNorm : 1.0872324e+09
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.77 seconds
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 34.10 seconds
+ Inner Loop: : InnerCG resNorm : 1.0872323e+09
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.80 seconds
+ Initialization: 0.27 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 34.25 seconds
+ Inner Loop: : InnerCG resNorm : 1.0872323e+09
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.81 seconds
+ Initialization: 0.27 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 34.16 seconds
+ Inner Loop: : InnerCG resNorm : 1.0872322e+09
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.81 seconds
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 34.20 seconds
+ Inner Loop: : InnerCG resNorm : 1.0872322e+09
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.81 seconds
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 34.18 seconds
+ Inner Loop: : InnerCG resNorm : 1.0872322e+09
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.82 seconds
+ Initialization: 0.27 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 34.17 seconds
+ Inner Loop: : InnerCG resNorm : 1.0872321e+09
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.80 seconds
+ Initialization: 0.27 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 34.13 seconds
+ Inner Loop: : InnerCG resNorm : 1.0872321e+09
+ Inner Loop: : Time needed for inner loop: 11:08.00 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 1 brauchte 10 = m innere Iterationen
+ Inner Loop: : 11:08.00 minutes
+ Residuumnorm 1: 1.0872321e+09
+ ----- Intermezzo: Change Operators and Recalculate Residuum -----
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 34.83 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 34.63 seconds
+ Initialization: 0.29 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 36.44 seconds
+ Intermezzo Residuum: 1635704.2
+ ----- Intermezzo Ende -----
+ Inner Loop: : PSI Inner Loop with Abbruchkriterium Residuum zu erreichen 3.7874767e+08 und m_max 2
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 35.19 seconds
+ PhiAdjSO: : Starting ImplicitMidpointRule (Order=2)
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 32.45 seconds
+ PhiAdjSO: : 1:05.37 minutes
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 35.03 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 34.67 seconds
+ Initialization: 0.33 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 36.40 seconds
+ Inner Loop: : InnerCG resNorm : 1627399.2
+ Inner Loop: : Time needed for inner loop: 3:28.39 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 0 brauchte 1 = m innere Iterationen
+ Inner Loop: : 3:28.39 minutes
+ FWISO Subproblem: 3: d(11): Finished first / second inner loop ( 10, 1 steps )
+ *************************************
+ Residuumnorm 2: 1627399.2
+
+ iteration: 11 PROBLEM Number: 4
+ FWISO problem 4: d(11)
+ shot: 4: Solving forward problem...
+ Initialization: 0.32 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 29.92 seconds
+ Assembling Linearized Operators
+ Assembling Linearized Operators
+ Done!
+ Done!
+ after NonlinearEvaluation 89305
+ Prä-Residuumnorm: 9.8695868e+08
+ Inner Loop: : FIRST ORDER Inner Loop with Abbruchkriterium Residuum zu erreichen 9.8695539e+08 und m_max 10
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.78 seconds
+ Initialization: 0.27 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 35.71 seconds
+ Inner Loop: : InnerCG resNorm : 9.8695688e+08
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.83 seconds
+ Initialization: 0.27 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 35.83 seconds
+ Inner Loop: : InnerCG resNorm : 9.8695636e+08
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.80 seconds
+ Initialization: 0.27 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 35.78 seconds
+ Inner Loop: : InnerCG resNorm : 9.8695608e+08
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.83 seconds
+ Initialization: 0.27 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 35.76 seconds
+ Inner Loop: : InnerCG resNorm : 9.8695597e+08
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.83 seconds
+ Initialization: 0.26 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 35.72 seconds
+ Inner Loop: : InnerCG resNorm : 9.8695594e+08
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.84 seconds
+ Initialization: 0.27 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 35.67 seconds
+ Inner Loop: : InnerCG resNorm : 9.8695591e+08
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.85 seconds
+ Initialization: 0.27 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 35.71 seconds
+ Inner Loop: : InnerCG resNorm : 9.8695588e+08
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.87 seconds
+ Initialization: 0.27 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 35.72 seconds
+ Inner Loop: : InnerCG resNorm : 9.8695585e+08
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.86 seconds
+ Initialization: 0.27 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 35.78 seconds
+ Inner Loop: : InnerCG resNorm : 9.8695583e+08
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.83 seconds
+ Initialization: 0.27 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 35.82 seconds
+ Inner Loop: : InnerCG resNorm : 9.869558e+08
+ Inner Loop: : Time needed for inner loop: 11:24.00 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 1 brauchte 10 = m innere Iterationen
+ Inner Loop: : 11:24.00 minutes
+ Residuumnorm 1: 9.869558e+08
+ ----- Intermezzo: Change Operators and Recalculate Residuum -----
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 36.52 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 36.41 seconds
+ Initialization: 0.29 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 38.51 seconds
+ Intermezzo Residuum: 1565038.7
+ ----- Intermezzo Ende -----
+ Inner Loop: : PSI Inner Loop with Abbruchkriterium Residuum zu erreichen 3.43764e+08 und m_max 2
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 36.83 seconds
+ PhiAdjSO: : Starting ImplicitMidpointRule (Order=2)
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 32.54 seconds
+ PhiAdjSO: : 1:05.52 minutes
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 36.81 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 36.22 seconds
+ Initialization: 0.36 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 38.13 seconds
+ Inner Loop: : InnerCG resNorm : 1556543.7
+ Inner Loop: : Time needed for inner loop: 3:35.26 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 0 brauchte 1 = m innere Iterationen
+ Inner Loop: : 3:35.26 minutes
+ FWISO Subproblem: 4: d(11): Finished first / second inner loop ( 10, 1 steps )
+ *************************************
+ Residuumnorm 2: 1556543.7
+
+ iteration: 11 PROBLEM Number: 5
+ FWISO problem 5: d(11)
+ shot: 5: Solving forward problem...
+ Initialization: 0.32 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 32.92 seconds
+ Assembling Linearized Operators
+ Assembling Linearized Operators
+ Done!
+ Done!
+ after NonlinearEvaluation 90094
+ Prä-Residuumnorm: 9.5337983e+08
+ Inner Loop: : FIRST ORDER Inner Loop with Abbruchkriterium Residuum zu erreichen 9.5337838e+08 und m_max 10
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.83 seconds
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 38.24 seconds
+ Inner Loop: : InnerCG resNorm : 9.5337959e+08
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.84 seconds
+ Initialization: 0.27 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 38.39 seconds
+ Inner Loop: : InnerCG resNorm : 9.5337948e+08
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.82 seconds
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 38.77 seconds
+ Inner Loop: : InnerCG resNorm : 9.5337938e+08
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.82 seconds
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 38.56 seconds
+ Inner Loop: : InnerCG resNorm : 9.5337934e+08
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.83 seconds
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 38.67 seconds
+ Inner Loop: : InnerCG resNorm : 9.5337932e+08
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.84 seconds
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 38.64 seconds
+ Inner Loop: : InnerCG resNorm : 9.533793e+08
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.88 seconds
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 38.70 seconds
+ Inner Loop: : InnerCG resNorm : 9.5337928e+08
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.83 seconds
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 38.48 seconds
+ Inner Loop: : InnerCG resNorm : 9.5337927e+08
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.81 seconds
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 38.44 seconds
+ Inner Loop: : InnerCG resNorm : 9.5337925e+08
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.81 seconds
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 38.41 seconds
+ Inner Loop: : InnerCG resNorm : 9.5337923e+08
+ Inner Loop: : Time needed for inner loop: 11:52.00 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 1 brauchte 10 = m innere Iterationen
+ Inner Loop: : 11:52.00 minutes
+ Residuumnorm 1: 9.5337923e+08
+ ----- Intermezzo: Change Operators and Recalculate Residuum -----
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 39.81 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 39.76 seconds
+ Initialization: 0.29 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 41.72 seconds
+ Intermezzo Residuum: 1293345.6
+ ----- Intermezzo Ende -----
+ Inner Loop: : PSI Inner Loop with Abbruchkriterium Residuum zu erreichen 3.3226054e+08 und m_max 2
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 40.17 seconds
+ PhiAdjSO: : Starting ImplicitMidpointRule (Order=2)
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 32.42 seconds
+ PhiAdjSO: : 1:05.42 minutes
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 40.15 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 39.01 seconds
+ Initialization: 0.35 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 41.15 seconds
+ Inner Loop: : InnerCG resNorm : 1286949
+ Inner Loop: : Time needed for inner loop: 3:47.59 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 0 brauchte 1 = m innere Iterationen
+ Inner Loop: : 3:47.59 minutes
+ FWISO Subproblem: 5: d(11): Finished first / second inner loop ( 10, 1 steps )
+ *************************************
+ Residuumnorm 2: 1286949
+
+
+ Iteration Main Looop Counting Variable iter: 12
+
+ iteration: 12 PROBLEM Number: 0
+ FWISO problem 0: d(12)
+ shot: 0: Solving forward problem...
+ Initialization: 0.32 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 33.32 seconds
+ Assembling Linearized Operators
+ Assembling Linearized Operators
+ Done!
+ Done!
+ after NonlinearEvaluation 90051
+ Prä-Residuumnorm: 9.3267977e+08
+ Inner Loop: : FIRST ORDER Inner Loop with Abbruchkriterium Residuum zu erreichen 9.3267792e+08 und m_max 10
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.82 seconds
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 38.94 seconds
+ Inner Loop: : InnerCG resNorm : 9.326796e+08
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.85 seconds
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 39.21 seconds
+ Inner Loop: : InnerCG resNorm : 9.3267955e+08
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.86 seconds
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 39.12 seconds
+ Inner Loop: : InnerCG resNorm : 9.3267948e+08
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.87 seconds
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 38.83 seconds
+ Inner Loop: : InnerCG resNorm : 9.3267945e+08
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.86 seconds
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 38.85 seconds
+ Inner Loop: : InnerCG resNorm : 9.3267942e+08
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.89 seconds
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 39.11 seconds
+ Inner Loop: : InnerCG resNorm : 9.326794e+08
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.90 seconds
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 39.15 seconds
+ Inner Loop: : InnerCG resNorm : 9.3267938e+08
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.87 seconds
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 38.81 seconds
+ Inner Loop: : InnerCG resNorm : 9.3267936e+08
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.87 seconds
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 38.90 seconds
+ Inner Loop: : InnerCG resNorm : 9.3267934e+08
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.87 seconds
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 39.00 seconds
+ Inner Loop: : InnerCG resNorm : 9.3267933e+08
+ Inner Loop: : Time needed for inner loop: 11:57.00 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 1 brauchte 10 = m innere Iterationen
+ Inner Loop: : 11:57.00 minutes
+ Residuumnorm 1: 9.3267933e+08
+ ----- Intermezzo: Change Operators and Recalculate Residuum -----
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 40.65 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 40.46 seconds
+ Initialization: 0.30 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 42.65 seconds
+ Intermezzo Residuum: 1189136
+ ----- Intermezzo Ende -----
+ Inner Loop: : PSI Inner Loop with Abbruchkriterium Residuum zu erreichen 2.9231196e+08 und m_max 2
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 40.86 seconds
+ PhiAdjSO: : Starting ImplicitMidpointRule (Order=2)
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 32.52 seconds
+ PhiAdjSO: : 1:05.25 minutes
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 40.70 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 39.40 seconds
+ Initialization: 0.35 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 41.71 seconds
+ Inner Loop: : InnerCG resNorm : 1181594.1
+ Inner Loop: : Time needed for inner loop: 3:49.82 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 0 brauchte 1 = m innere Iterationen
+ Inner Loop: : 3:49.82 minutes
+ FWISO Subproblem: 0: d(12): Finished first / second inner loop ( 10, 1 steps )
+ *************************************
+ Residuumnorm 2: 1181594.1
+
+ iteration: 12 PROBLEM Number: 1
+ FWISO problem 1: d(12)
+ shot: 1: Solving forward problem...
+ Initialization: 0.32 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.18 seconds
+ Assembling Linearized Operators
+ Assembling Linearized Operators
+ Done!
+ Done!
+ after NonlinearEvaluation 90191
+ Prä-Residuumnorm: 9.6936959e+08
+ Inner Loop: : FIRST ORDER Inner Loop with Abbruchkriterium Residuum zu erreichen 9.6936865e+08 und m_max 10
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.78 seconds
+ Initialization: 0.29 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 36.12 seconds
+ Inner Loop: : InnerCG resNorm : 9.6936891e+08
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.77 seconds
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 36.01 seconds
+ Inner Loop: : InnerCG resNorm : 9.6936878e+08
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.77 seconds
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 36.06 seconds
+ Inner Loop: : InnerCG resNorm : 9.6936859e+08
+ Inner Loop: : Time needed for inner loop: 3:24.77 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 1 brauchte 3 = m innere Iterationen
+ Inner Loop: : 3:24.77 minutes
+ Residuumnorm 1: 9.6936859e+08
+ ----- Intermezzo: Change Operators and Recalculate Residuum -----
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 37.26 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 37.14 seconds
+ Initialization: 0.29 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 39.24 seconds
+ Intermezzo Residuum: 1546607.8
+ ----- Intermezzo Ende -----
+ Inner Loop: : PSI Inner Loop with Abbruchkriterium Residuum zu erreichen 3.0400952e+08 und m_max 2
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 37.37 seconds
+ PhiAdjSO: : Starting ImplicitMidpointRule (Order=2)
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 32.57 seconds
+ PhiAdjSO: : 1:05.52 minutes
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 37.43 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 36.65 seconds
+ Initialization: 0.32 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 38.79 seconds
+ Inner Loop: : InnerCG resNorm : 1508258.1
+ Inner Loop: : Time needed for inner loop: 3:37.51 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 0 brauchte 1 = m innere Iterationen
+ Inner Loop: : 3:37.51 minutes
+ FWISO Subproblem: 1: d(12): Finished first / second inner loop ( 3, 1 steps )
+ *************************************
+ Residuumnorm 2: 1508258.1
+
+ iteration: 12 PROBLEM Number: 2
+ FWISO problem 2: d(12)
+ shot: 2: Solving forward problem...
+ Initialization: 0.32 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 28.40 seconds
+ Assembling Linearized Operators
+ Assembling Linearized Operators
+ Done!
+ Done!
+ after NonlinearEvaluation 90111
+ Prä-Residuumnorm: 1.0316772e+09
+ Inner Loop: : FIRST ORDER Inner Loop with Abbruchkriterium Residuum zu erreichen 9.2850764e+08 und m_max 10
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.75 seconds
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 34.34 seconds
+ Inner Loop: : InnerCG resNorm : 1.0316758e+09
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.82 seconds
+ Initialization: 0.27 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 34.39 seconds
+ Inner Loop: : InnerCG resNorm : 1.0316756e+09
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.80 seconds
+ Initialization: 0.27 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 34.40 seconds
+ Inner Loop: : InnerCG resNorm : 1.0316753e+09
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.83 seconds
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 34.44 seconds
+ Inner Loop: : InnerCG resNorm : 1.0316751e+09
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.79 seconds
+ Initialization: 0.27 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 34.37 seconds
+ Inner Loop: : InnerCG resNorm : 1.0316751e+09
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.81 seconds
+ Initialization: 0.27 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 34.42 seconds
+ Inner Loop: : InnerCG resNorm : 1.031675e+09
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.81 seconds
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 34.46 seconds
+ Inner Loop: : InnerCG resNorm : 1.031675e+09
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.81 seconds
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 34.36 seconds
+ Inner Loop: : InnerCG resNorm : 1.031675e+09
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.82 seconds
+ Initialization: 0.27 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 34.37 seconds
+ Inner Loop: : InnerCG resNorm : 1.0316749e+09
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.83 seconds
+ Initialization: 0.27 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 34.36 seconds
+ Inner Loop: : InnerCG resNorm : 1.0316749e+09
+ Inner Loop: : Time needed for inner loop: 11:10.00 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 1 brauchte 10 = m innere Iterationen
+ Inner Loop: : 11:10.00 minutes
+ Residuumnorm 1: 1.0316749e+09
+ ----- Intermezzo: Change Operators and Recalculate Residuum -----
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 35.15 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 34.94 seconds
+ Initialization: 0.29 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 36.84 seconds
+ Intermezzo Residuum: 1513041.1
+ ----- Intermezzo Ende -----
+ Inner Loop: : PSI Inner Loop with Abbruchkriterium Residuum zu erreichen 3.2354386e+08 und m_max 2
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 35.36 seconds
+ PhiAdjSO: : Starting ImplicitMidpointRule (Order=2)
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 32.47 seconds
+ PhiAdjSO: : 1:05.37 minutes
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 35.43 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 35.04 seconds
+ Initialization: 0.33 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 36.49 seconds
+ Inner Loop: : InnerCG resNorm : 1506066.9
+ Inner Loop: : Time needed for inner loop: 3:29.45 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 0 brauchte 1 = m innere Iterationen
+ Inner Loop: : 3:29.45 minutes
+ FWISO Subproblem: 2: d(12): Finished first / second inner loop ( 10, 1 steps )
+ *************************************
+ Residuumnorm 2: 1506066.9
+
+ iteration: 12 PROBLEM Number: 3
+ FWISO problem 3: d(12)
+ shot: 3: Solving forward problem...
+ Initialization: 0.32 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 27.95 seconds
+ Assembling Linearized Operators
+ Assembling Linearized Operators
+ Done!
+ Done!
+ after NonlinearEvaluation 89470
+ Prä-Residuumnorm: 1.0872338e+09
+ Inner Loop: : FIRST ORDER Inner Loop with Abbruchkriterium Residuum zu erreichen 1.0872323e+09 und m_max 10
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.79 seconds
+ Initialization: 0.27 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 34.14 seconds
+ Inner Loop: : InnerCG resNorm : 1.0872328e+09
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.82 seconds
+ Initialization: 0.27 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 34.13 seconds
+ Inner Loop: : InnerCG resNorm : 1.0872325e+09
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.86 seconds
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 34.15 seconds
+ Inner Loop: : InnerCG resNorm : 1.0872323e+09
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.87 seconds
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 34.24 seconds
+ Inner Loop: : InnerCG resNorm : 1.0872322e+09
+ Inner Loop: : Time needed for inner loop: 4:28.00 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 1 brauchte 4 = m innere Iterationen
+ Inner Loop: : 4:28.00 minutes
+ Residuumnorm 1: 1.0872322e+09
+ ----- Intermezzo: Change Operators and Recalculate Residuum -----
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 34.84 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 34.73 seconds
+ Initialization: 0.30 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 36.61 seconds
+ Intermezzo Residuum: 1716483.9
+ ----- Intermezzo Ende -----
+ Inner Loop: : PSI Inner Loop with Abbruchkriterium Residuum zu erreichen 3.4087276e+08 und m_max 2
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 35.01 seconds
+ PhiAdjSO: : Starting ImplicitMidpointRule (Order=2)
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 32.42 seconds
+ PhiAdjSO: : 1:05.39 minutes
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 35.05 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 34.62 seconds
+ Initialization: 0.34 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 36.29 seconds
+ Inner Loop: : InnerCG resNorm : 1693094.6
+ Inner Loop: : Time needed for inner loop: 3:28.16 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 0 brauchte 1 = m innere Iterationen
+ Inner Loop: : 3:28.16 minutes
+ FWISO Subproblem: 3: d(12): Finished first / second inner loop ( 4, 1 steps )
+ *************************************
+ Residuumnorm 2: 1693094.6
+
+ iteration: 12 PROBLEM Number: 4
+ FWISO problem 4: d(12)
+ shot: 4: Solving forward problem...
+ Initialization: 0.32 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 29.94 seconds
+ Assembling Linearized Operators
+ Assembling Linearized Operators
+ Done!
+ Done!
+ after NonlinearEvaluation 88834
+ Prä-Residuumnorm: 9.8695781e+08
+ Inner Loop: : FIRST ORDER Inner Loop with Abbruchkriterium Residuum zu erreichen 9.8695616e+08 und m_max 10
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.80 seconds
+ Initialization: 0.27 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 35.74 seconds
+ Inner Loop: : InnerCG resNorm : 9.8695647e+08
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.80 seconds
+ Initialization: 0.27 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 35.81 seconds
+ Inner Loop: : InnerCG resNorm : 9.8695612e+08
+ Inner Loop: : Time needed for inner loop: 2:16.02 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 1 brauchte 2 = m innere Iterationen
+ Inner Loop: : 2:16.02 minutes
+ Residuumnorm 1: 9.8695612e+08
+ ----- Intermezzo: Change Operators and Recalculate Residuum -----
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 36.81 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 36.56 seconds
+ Initialization: 0.29 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 38.45 seconds
+ Intermezzo Residuum: 1753796.6
+ ----- Intermezzo Ende -----
+ Inner Loop: : PSI Inner Loop with Abbruchkriterium Residuum zu erreichen 3.0938733e+08 und m_max 2
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 36.88 seconds
+ PhiAdjSO: : Starting ImplicitMidpointRule (Order=2)
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 32.54 seconds
+ PhiAdjSO: : 1:05.41 minutes
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 36.87 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 36.25 seconds
+ Initialization: 0.35 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 38.07 seconds
+ Inner Loop: : InnerCG resNorm : 1687960.4
+ Inner Loop: : Time needed for inner loop: 3:35.18 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 0 brauchte 1 = m innere Iterationen
+ Inner Loop: : 3:35.18 minutes
+ FWISO Subproblem: 4: d(12): Finished first / second inner loop ( 2, 1 steps )
+ *************************************
+ Residuumnorm 2: 1687960.4
+
+ iteration: 12 PROBLEM Number: 5
+ FWISO problem 5: d(12)
+ shot: 5: Solving forward problem...
+ Initialization: 0.32 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 32.79 seconds
+ Assembling Linearized Operators
+ Assembling Linearized Operators
+ Done!
+ Done!
+ after NonlinearEvaluation 90394
+ Prä-Residuumnorm: 9.5337954e+08
+ Inner Loop: : FIRST ORDER Inner Loop with Abbruchkriterium Residuum zu erreichen 9.5337882e+08 und m_max 10
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.77 seconds
+ Initialization: 0.27 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 38.20 seconds
+ Inner Loop: : InnerCG resNorm : 9.5337938e+08
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.82 seconds
+ Initialization: 0.27 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 38.51 seconds
+ Inner Loop: : InnerCG resNorm : 9.5337932e+08
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.83 seconds
+ Initialization: 0.27 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 38.82 seconds
+ Inner Loop: : InnerCG resNorm : 9.5337926e+08
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.86 seconds
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 38.63 seconds
+ Inner Loop: : InnerCG resNorm : 9.5337924e+08
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.85 seconds
+ Initialization: 0.27 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 38.50 seconds
+ Inner Loop: : InnerCG resNorm : 9.5337922e+08
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.85 seconds
+ Initialization: 0.27 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 38.97 seconds
+ Inner Loop: : InnerCG resNorm : 9.5337921e+08
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.86 seconds
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 38.48 seconds
+ Inner Loop: : InnerCG resNorm : 9.533792e+08
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.83 seconds
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 38.42 seconds
+ Inner Loop: : InnerCG resNorm : 9.5337918e+08
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.85 seconds
+ Initialization: 0.27 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 38.71 seconds
+ Inner Loop: : InnerCG resNorm : 9.5337917e+08
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.83 seconds
+ Initialization: 0.27 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 38.60 seconds
+ Inner Loop: : InnerCG resNorm : 9.5337916e+08
+ Inner Loop: : Time needed for inner loop: 11:53.00 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 1 brauchte 10 = m innere Iterationen
+ Inner Loop: : 11:53.00 minutes
+ Residuumnorm 1: 9.5337916e+08
+ ----- Intermezzo: Change Operators and Recalculate Residuum -----
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 40.03 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 39.85 seconds
+ Initialization: 0.30 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 41.89 seconds
+ Intermezzo Residuum: 1238025
+ ----- Intermezzo Ende -----
+ Inner Loop: : PSI Inner Loop with Abbruchkriterium Residuum zu erreichen 2.9903439e+08 und m_max 2
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 40.22 seconds
+ PhiAdjSO: : Starting ImplicitMidpointRule (Order=2)
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 32.43 seconds
+ PhiAdjSO: : 1:05.47 minutes
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 40.25 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 38.98 seconds
+ Initialization: 0.35 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 41.39 seconds
+ Inner Loop: : InnerCG resNorm : 1230332.4
+ Inner Loop: : Time needed for inner loop: 3:48.00 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 0 brauchte 1 = m innere Iterationen
+ Inner Loop: : 3:48.00 minutes
+ FWISO Subproblem: 5: d(12): Finished first / second inner loop ( 10, 1 steps )
+ *************************************
+ Residuumnorm 2: 1230332.4
+
+
+ Iteration Main Looop Counting Variable iter: 13
+
+ iteration: 13 PROBLEM Number: 0
+ FWISO problem 0: d(13)
+ shot: 0: Solving forward problem...
+ Initialization: 0.32 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 33.57 seconds
+ Assembling Linearized Operators
+ Assembling Linearized Operators
+ Done!
+ Done!
+ after NonlinearEvaluation 89603
+ Prä-Residuumnorm: 9.3267978e+08
+ Inner Loop: : FIRST ORDER Inner Loop with Abbruchkriterium Residuum zu erreichen 9.3267886e+08 und m_max 10
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.78 seconds
+ Initialization: 0.27 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 38.76 seconds
+ Inner Loop: : InnerCG resNorm : 9.3267956e+08
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.84 seconds
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 38.98 seconds
+ Inner Loop: : InnerCG resNorm : 9.3267947e+08
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.86 seconds
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 39.16 seconds
+ Inner Loop: : InnerCG resNorm : 9.3267941e+08
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.84 seconds
+ Initialization: 0.27 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 39.22 seconds
+ Inner Loop: : InnerCG resNorm : 9.3267938e+08
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.86 seconds
+ Initialization: 0.27 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 38.82 seconds
+ Inner Loop: : InnerCG resNorm : 9.3267936e+08
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.84 seconds
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 38.97 seconds
+ Inner Loop: : InnerCG resNorm : 9.3267934e+08
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.84 seconds
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 39.24 seconds
+ Inner Loop: : InnerCG resNorm : 9.3267931e+08
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.83 seconds
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 38.98 seconds
+ Inner Loop: : InnerCG resNorm : 9.326793e+08
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.84 seconds
+ Initialization: 0.27 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 38.98 seconds
+ Inner Loop: : InnerCG resNorm : 9.3267929e+08
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.85 seconds
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 38.95 seconds
+ Inner Loop: : InnerCG resNorm : 9.3267928e+08
+ Inner Loop: : Time needed for inner loop: 11:56.00 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 1 brauchte 10 = m innere Iterationen
+ Inner Loop: : 11:56.00 minutes
+ Residuumnorm 1: 9.3267928e+08
+ ----- Intermezzo: Change Operators and Recalculate Residuum -----
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 40.46 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 40.25 seconds
+ Initialization: 0.31 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 42.63 seconds
+ Intermezzo Residuum: 1144057.9
+ ----- Intermezzo Ende -----
+ Inner Loop: : PSI Inner Loop with Abbruchkriterium Residuum zu erreichen 2.6308076e+08 und m_max 2
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 40.73 seconds
+ PhiAdjSO: : Starting ImplicitMidpointRule (Order=2)
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 32.48 seconds
+ PhiAdjSO: : 1:05.31 minutes
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 40.57 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 39.55 seconds
+ Initialization: 0.35 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 41.26 seconds
+ Inner Loop: : InnerCG resNorm : 1137871.3
+ Inner Loop: : Time needed for inner loop: 3:49.32 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 0 brauchte 1 = m innere Iterationen
+ Inner Loop: : 3:49.32 minutes
+ FWISO Subproblem: 0: d(13): Finished first / second inner loop ( 10, 1 steps )
+ *************************************
+ Residuumnorm 2: 1137871.3
+
+ iteration: 13 PROBLEM Number: 1
+ FWISO problem 1: d(13)
+ shot: 1: Solving forward problem...
+ Initialization: 0.32 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.19 seconds
+ Assembling Linearized Operators
+ Assembling Linearized Operators
+ Done!
+ Done!
+ after NonlinearEvaluation 89749
+ Prä-Residuumnorm: 9.6936936e+08
+ Inner Loop: : FIRST ORDER Inner Loop with Abbruchkriterium Residuum zu erreichen 8.7243157e+08 und m_max 10
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.83 seconds
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 36.43 seconds
+ Inner Loop: : InnerCG resNorm : 9.6936891e+08
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.82 seconds
+ Initialization: 0.27 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 36.11 seconds
+ Inner Loop: : InnerCG resNorm : 9.6936869e+08
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.83 seconds
+ Initialization: 0.27 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 36.19 seconds
+ Inner Loop: : InnerCG resNorm : 9.6936863e+08
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.86 seconds
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 36.17 seconds
+ Inner Loop: : InnerCG resNorm : 9.6936852e+08
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.84 seconds
+ Initialization: 0.27 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 36.14 seconds
+ Inner Loop: : InnerCG resNorm : 9.6936847e+08
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.82 seconds
+ Initialization: 0.27 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 36.09 seconds
+ Inner Loop: : InnerCG resNorm : 9.6936845e+08
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.85 seconds
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 36.29 seconds
+ Inner Loop: : InnerCG resNorm : 9.6936842e+08
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.88 seconds
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 36.12 seconds
+ Inner Loop: : InnerCG resNorm : 9.693684e+08
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.84 seconds
+ Initialization: 0.27 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 36.10 seconds
+ Inner Loop: : InnerCG resNorm : 9.6936837e+08
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.84 seconds
+ Initialization: 0.27 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 36.09 seconds
+ Inner Loop: : InnerCG resNorm : 9.6936835e+08
+ Inner Loop: : Time needed for inner loop: 11:28.00 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 1 brauchte 10 = m innere Iterationen
+ Inner Loop: : 11:28.00 minutes
+ Residuumnorm 1: 9.6936835e+08
+ ----- Intermezzo: Change Operators and Recalculate Residuum -----
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 36.95 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 36.87 seconds
+ Initialization: 0.30 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 39.19 seconds
+ Intermezzo Residuum: 1384863.5
+ ----- Intermezzo Ende -----
+ Inner Loop: : PSI Inner Loop with Abbruchkriterium Residuum zu erreichen 2.736085e+08 und m_max 2
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 37.18 seconds
+ PhiAdjSO: : Starting ImplicitMidpointRule (Order=2)
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 32.51 seconds
+ PhiAdjSO: : 1:05.40 minutes
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 37.13 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 36.54 seconds
+ Initialization: 0.35 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 38.54 seconds
+ Inner Loop: : InnerCG resNorm : 1378918
+ Inner Loop: : Time needed for inner loop: 3:36.57 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 0 brauchte 1 = m innere Iterationen
+ Inner Loop: : 3:36.57 minutes
+ FWISO Subproblem: 1: d(13): Finished first / second inner loop ( 10, 1 steps )
+ *************************************
+ Residuumnorm 2: 1378918
+
+ iteration: 13 PROBLEM Number: 2
+ FWISO problem 2: d(13)
+ shot: 2: Solving forward problem...
+ Initialization: 0.32 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 28.31 seconds
+ Assembling Linearized Operators
+ Assembling Linearized Operators
+ Done!
+ Done!
+ after NonlinearEvaluation 91024
+ Prä-Residuumnorm: 1.0316768e+09
+ Inner Loop: : FIRST ORDER Inner Loop with Abbruchkriterium Residuum zu erreichen 1.0213599e+09 und m_max 10
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.85 seconds
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 34.47 seconds
+ Inner Loop: : InnerCG resNorm : 1.0316757e+09
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.86 seconds
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 34.42 seconds
+ Inner Loop: : InnerCG resNorm : 1.0316754e+09
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.87 seconds
+ Initialization: 0.27 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 34.41 seconds
+ Inner Loop: : InnerCG resNorm : 1.0316752e+09
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.86 seconds
+ Initialization: 0.27 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 34.43 seconds
+ Inner Loop: : InnerCG resNorm : 1.031675e+09
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.86 seconds
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 34.44 seconds
+ Inner Loop: : InnerCG resNorm : 1.031675e+09
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.88 seconds
+ Initialization: 0.27 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 34.40 seconds
+ Inner Loop: : InnerCG resNorm : 1.0316749e+09
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.88 seconds
+ Initialization: 0.27 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 34.36 seconds
+ Inner Loop: : InnerCG resNorm : 1.0316749e+09
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.87 seconds
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 34.39 seconds
+ Inner Loop: : InnerCG resNorm : 1.0316749e+09
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.85 seconds
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 34.37 seconds
+ Inner Loop: : InnerCG resNorm : 1.0316749e+09
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.88 seconds
+ Initialization: 0.27 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 34.44 seconds
+ Inner Loop: : InnerCG resNorm : 1.0316748e+09
+ Inner Loop: : Time needed for inner loop: 11:11.00 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 1 brauchte 10 = m innere Iterationen
+ Inner Loop: : 11:11.00 minutes
+ Residuumnorm 1: 1.0316748e+09
+ ----- Intermezzo: Change Operators and Recalculate Residuum -----
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 35.08 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 34.81 seconds
+ Initialization: 0.31 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 36.83 seconds
+ Intermezzo Residuum: 1466230.1
+ ----- Intermezzo Ende -----
+ Inner Loop: : PSI Inner Loop with Abbruchkriterium Residuum zu erreichen 2.9118937e+08 und m_max 2
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 35.31 seconds
+ PhiAdjSO: : Starting ImplicitMidpointRule (Order=2)
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 32.40 seconds
+ PhiAdjSO: : 1:05.25 minutes
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 35.21 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 34.84 seconds
+ Initialization: 0.35 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 36.61 seconds
+ Inner Loop: : InnerCG resNorm : 1458115.9
+ Inner Loop: : Time needed for inner loop: 3:29.02 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 0 brauchte 1 = m innere Iterationen
+ Inner Loop: : 3:29.02 minutes
+ FWISO Subproblem: 2: d(13): Finished first / second inner loop ( 10, 1 steps )
+ *************************************
+ Residuumnorm 2: 1458115.9
+
+ iteration: 13 PROBLEM Number: 3
+ FWISO problem 3: d(13)
+ shot: 3: Solving forward problem...
+ Initialization: 0.33 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 27.99 seconds
+ Assembling Linearized Operators
+ Assembling Linearized Operators
+ Done!
+ Done!
+ after NonlinearEvaluation 89736
+ Prä-Residuumnorm: 1.0872336e+09
+ Inner Loop: : FIRST ORDER Inner Loop with Abbruchkriterium Residuum zu erreichen 9.7850887e+08 und m_max 10
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.89 seconds
+ Initialization: 0.27 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 34.20 seconds
+ Inner Loop: : InnerCG resNorm : 1.0872328e+09
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.85 seconds
+ Initialization: 0.27 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 34.21 seconds
+ Inner Loop: : InnerCG resNorm : 1.0872325e+09
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.87 seconds
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 34.22 seconds
+ Inner Loop: : InnerCG resNorm : 1.0872324e+09
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.88 seconds
+ Initialization: 0.27 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 34.23 seconds
+ Inner Loop: : InnerCG resNorm : 1.0872322e+09
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.87 seconds
+ Initialization: 0.27 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 34.27 seconds
+ Inner Loop: : InnerCG resNorm : 1.0872322e+09
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.88 seconds
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 34.21 seconds
+ Inner Loop: : InnerCG resNorm : 1.0872322e+09
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.89 seconds
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 34.27 seconds
+ Inner Loop: : InnerCG resNorm : 1.0872321e+09
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.94 seconds
+ Initialization: 0.27 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 34.28 seconds
+ Inner Loop: : InnerCG resNorm : 1.0872321e+09
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.90 seconds
+ Initialization: 0.27 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 34.21 seconds
+ Inner Loop: : InnerCG resNorm : 1.0872321e+09
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.89 seconds
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 34.19 seconds
+ Inner Loop: : InnerCG resNorm : 1.087232e+09
+ Inner Loop: : Time needed for inner loop: 11:09.00 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 1 brauchte 10 = m innere Iterationen
+ Inner Loop: : 11:09.00 minutes
+ Residuumnorm 1: 1.087232e+09
+ ----- Intermezzo: Change Operators and Recalculate Residuum -----
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 34.84 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 34.74 seconds
+ Initialization: 0.30 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 36.34 seconds
+ Intermezzo Residuum: 1591949.8
+ ----- Intermezzo Ende -----
+ Inner Loop: : PSI Inner Loop with Abbruchkriterium Residuum zu erreichen 3.0678543e+08 und m_max 2
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 35.13 seconds
+ PhiAdjSO: : Starting ImplicitMidpointRule (Order=2)
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 32.46 seconds
+ PhiAdjSO: : 1:05.44 minutes
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 35.14 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 34.76 seconds
+ Initialization: 0.35 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 36.33 seconds
+ Inner Loop: : InnerCG resNorm : 1583046.3
+ Inner Loop: : Time needed for inner loop: 3:28.56 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 0 brauchte 1 = m innere Iterationen
+ Inner Loop: : 3:28.56 minutes
+ FWISO Subproblem: 3: d(13): Finished first / second inner loop ( 10, 1 steps )
+ *************************************
+ Residuumnorm 2: 1583046.3
+
+ iteration: 13 PROBLEM Number: 4
+ FWISO problem 4: d(13)
+ shot: 4: Solving forward problem...
+ Initialization: 0.33 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 29.99 seconds
+ Assembling Linearized Operators
+ Assembling Linearized Operators
+ Done!
+ Done!
+ after NonlinearEvaluation 90335
+ Prä-Residuumnorm: 9.8695769e+08
+ Inner Loop: : FIRST ORDER Inner Loop with Abbruchkriterium Residuum zu erreichen 8.8826044e+08 und m_max 10
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.88 seconds
+ Initialization: 0.27 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 35.82 seconds
+ Inner Loop: : InnerCG resNorm : 9.8695668e+08
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.92 seconds
+ Initialization: 0.27 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 35.72 seconds
+ Inner Loop: : InnerCG resNorm : 9.8695622e+08
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.91 seconds
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 35.93 seconds
+ Inner Loop: : InnerCG resNorm : 9.8695603e+08
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.92 seconds
+ Initialization: 0.27 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 35.86 seconds
+ Inner Loop: : InnerCG resNorm : 9.8695591e+08
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.94 seconds
+ Initialization: 0.27 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 35.88 seconds
+ Inner Loop: : InnerCG resNorm : 9.8695589e+08
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.94 seconds
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 35.92 seconds
+ Inner Loop: : InnerCG resNorm : 9.8695584e+08
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.93 seconds
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 35.84 seconds
+ Inner Loop: : InnerCG resNorm : 9.8695582e+08
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.93 seconds
+ Initialization: 0.27 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 35.79 seconds
+ Inner Loop: : InnerCG resNorm : 9.8695579e+08
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.93 seconds
+ Initialization: 0.27 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 35.81 seconds
+ Inner Loop: : InnerCG resNorm : 9.8695578e+08
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.91 seconds
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 35.84 seconds
+ Inner Loop: : InnerCG resNorm : 9.8695575e+08
+ Inner Loop: : Time needed for inner loop: 11:26.00 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 1 brauchte 10 = m innere Iterationen
+ Inner Loop: : 11:26.00 minutes
+ Residuumnorm 1: 9.8695575e+08
+ ----- Intermezzo: Change Operators and Recalculate Residuum -----
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 36.59 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 36.38 seconds
+ Initialization: 0.31 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 38.62 seconds
+ Intermezzo Residuum: 1528030.1
+ ----- Intermezzo Ende -----
+ Inner Loop: : PSI Inner Loop with Abbruchkriterium Residuum zu erreichen 2.7844856e+08 und m_max 2
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 36.76 seconds
+ PhiAdjSO: : Starting ImplicitMidpointRule (Order=2)
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 32.50 seconds
+ PhiAdjSO: : 1:05.48 minutes
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 36.76 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 36.39 seconds
+ Initialization: 0.35 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 38.36 seconds
+ Inner Loop: : InnerCG resNorm : 1517062.8
+ Inner Loop: : Time needed for inner loop: 3:35.47 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 0 brauchte 1 = m innere Iterationen
+ Inner Loop: : 3:35.47 minutes
+ FWISO Subproblem: 4: d(13): Finished first / second inner loop ( 10, 1 steps )
+ *************************************
+ Residuumnorm 2: 1517062.8
+
+ iteration: 13 PROBLEM Number: 5
+ FWISO problem 5: d(13)
+ shot: 5: Solving forward problem...
+ Initialization: 0.32 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 32.76 seconds
+ Assembling Linearized Operators
+ Assembling Linearized Operators
+ Done!
+ Done!
+ after NonlinearEvaluation 89144
+ Prä-Residuumnorm: 9.5337966e+08
+ Inner Loop: : FIRST ORDER Inner Loop with Abbruchkriterium Residuum zu erreichen 9.533793e+08 und m_max 10
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.74 seconds
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 38.35 seconds
+ Inner Loop: : InnerCG resNorm : 9.5337941e+08
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.84 seconds
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 38.54 seconds
+ Inner Loop: : InnerCG resNorm : 9.5337931e+08
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.86 seconds
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 38.47 seconds
+ Inner Loop: : InnerCG resNorm : 9.5337925e+08
+ Inner Loop: : Time needed for inner loop: 3:32.05 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 1 brauchte 3 = m innere Iterationen
+ Inner Loop: : 3:32.05 minutes
+ Residuumnorm 1: 9.5337925e+08
+ ----- Intermezzo: Change Operators and Recalculate Residuum -----
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 39.96 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 39.86 seconds
+ Initialization: 0.30 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 42.31 seconds
+ Intermezzo Residuum: 1308624.8
+ ----- Intermezzo Ende -----
+ Inner Loop: : PSI Inner Loop with Abbruchkriterium Residuum zu erreichen 2.6913099e+08 und m_max 2
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 40.17 seconds
+ PhiAdjSO: : Starting ImplicitMidpointRule (Order=2)
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 32.32 seconds
+ PhiAdjSO: : 1:05.39 minutes
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 40.23 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 38.80 seconds
+ Initialization: 0.35 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 41.21 seconds
+ Inner Loop: : InnerCG resNorm : 1289445.3
+ Inner Loop: : Time needed for inner loop: 3:47.45 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 0 brauchte 1 = m innere Iterationen
+ Inner Loop: : 3:47.45 minutes
+ FWISO Subproblem: 5: d(13): Finished first / second inner loop ( 3, 1 steps )
+ *************************************
+ Residuumnorm 2: 1289445.3
+
+
+ Iteration Main Looop Counting Variable iter: 14
+
+ iteration: 14 PROBLEM Number: 0
+ FWISO problem 0: d(14)
+ shot: 0: Solving forward problem...
+ Initialization: 0.32 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 33.66 seconds
+ Assembling Linearized Operators
+ Assembling Linearized Operators
+ Done!
+ Done!
+ after NonlinearEvaluation 89875
+ Prä-Residuumnorm: 9.3267972e+08
+ Inner Loop: : FIRST ORDER Inner Loop with Abbruchkriterium Residuum zu erreichen 9.3267925e+08 und m_max 10
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.77 seconds
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 39.03 seconds
+ Inner Loop: : InnerCG resNorm : 9.3267952e+08
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.81 seconds
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 38.92 seconds
+ Inner Loop: : InnerCG resNorm : 9.3267946e+08
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.82 seconds
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 38.94 seconds
+ Inner Loop: : InnerCG resNorm : 9.3267941e+08
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.83 seconds
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 38.71 seconds
+ Inner Loop: : InnerCG resNorm : 9.3267937e+08
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.84 seconds
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 39.03 seconds
+ Inner Loop: : InnerCG resNorm : 9.3267933e+08
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.86 seconds
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 38.83 seconds
+ Inner Loop: : InnerCG resNorm : 9.3267931e+08
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.86 seconds
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 39.05 seconds
+ Inner Loop: : InnerCG resNorm : 9.3267929e+08
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.83 seconds
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 38.80 seconds
+ Inner Loop: : InnerCG resNorm : 9.3267927e+08
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.83 seconds
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 38.89 seconds
+ Inner Loop: : InnerCG resNorm : 9.3267926e+08
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.84 seconds
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 38.99 seconds
+ Inner Loop: : InnerCG resNorm : 9.3267925e+08
+ Inner Loop: : Time needed for inner loop: 11:56.00 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 1 brauchte 10 = m innere Iterationen
+ Inner Loop: : 11:56.00 minutes
+ Residuumnorm 1: 9.3267925e+08
+ ----- Intermezzo: Change Operators and Recalculate Residuum -----
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 40.46 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 40.34 seconds
+ Initialization: 0.30 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 42.51 seconds
+ Intermezzo Residuum: 1122239.4
+ ----- Intermezzo Ende -----
+ Inner Loop: : PSI Inner Loop with Abbruchkriterium Residuum zu erreichen 2.3677267e+08 und m_max 2
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 40.75 seconds
+ PhiAdjSO: : Starting ImplicitMidpointRule (Order=2)
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 32.47 seconds
+ PhiAdjSO: : 1:05.28 minutes
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 40.58 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 39.52 seconds
+ Initialization: 0.35 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 41.99 seconds
+ Inner Loop: : InnerCG resNorm : 1117355.8
+ Inner Loop: : Time needed for inner loop: 3:50.01 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 0 brauchte 1 = m innere Iterationen
+ Inner Loop: : 3:50.01 minutes
+ FWISO Subproblem: 0: d(14): Finished first / second inner loop ( 10, 1 steps )
+ *************************************
+ Residuumnorm 2: 1117355.8
+
+ iteration: 14 PROBLEM Number: 1
+ FWISO problem 1: d(14)
+ shot: 1: Solving forward problem...
+ Initialization: 0.32 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.25 seconds
+ Assembling Linearized Operators
+ Assembling Linearized Operators
+ Done!
+ Done!
+ after NonlinearEvaluation 89107
+ Prä-Residuumnorm: 9.6936941e+08
+ Inner Loop: : FIRST ORDER Inner Loop with Abbruchkriterium Residuum zu erreichen 9.4028808e+08 und m_max 10
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.78 seconds
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 36.15 seconds
+ Inner Loop: : InnerCG resNorm : 9.6936886e+08
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.82 seconds
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 36.10 seconds
+ Inner Loop: : InnerCG resNorm : 9.6936871e+08
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.81 seconds
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 36.24 seconds
+ Inner Loop: : InnerCG resNorm : 9.6936854e+08
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.82 seconds
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 36.18 seconds
+ Inner Loop: : InnerCG resNorm : 9.6936844e+08
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.83 seconds
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 36.21 seconds
+ Inner Loop: : InnerCG resNorm : 9.6936841e+08
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.83 seconds
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 36.04 seconds
+ Inner Loop: : InnerCG resNorm : 9.6936839e+08
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.84 seconds
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 36.16 seconds
+ Inner Loop: : InnerCG resNorm : 9.6936836e+08
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.84 seconds
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 36.19 seconds
+ Inner Loop: : InnerCG resNorm : 9.6936835e+08
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.84 seconds
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 36.14 seconds
+ Inner Loop: : InnerCG resNorm : 9.6936833e+08
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.82 seconds
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 36.08 seconds
+ Inner Loop: : InnerCG resNorm : 9.6936831e+08
+ Inner Loop: : Time needed for inner loop: 11:28.00 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 1 brauchte 10 = m innere Iterationen
+ Inner Loop: : 11:28.00 minutes
+ Residuumnorm 1: 9.6936831e+08
+ ----- Intermezzo: Change Operators and Recalculate Residuum -----
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 37.26 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 37.06 seconds
+ Initialization: 0.31 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 38.90 seconds
+ Intermezzo Residuum: 1357879.9
+ ----- Intermezzo Ende -----
+ Inner Loop: : PSI Inner Loop with Abbruchkriterium Residuum zu erreichen 2.4624766e+08 und m_max 2
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 37.47 seconds
+ PhiAdjSO: : Starting ImplicitMidpointRule (Order=2)
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 32.49 seconds
+ PhiAdjSO: : 1:05.36 minutes
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 37.37 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 36.55 seconds
+ Initialization: 0.32 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 38.40 seconds
+ Inner Loop: : InnerCG resNorm : 1350285.8
+ Inner Loop: : Time needed for inner loop: 3:36.91 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 0 brauchte 1 = m innere Iterationen
+ Inner Loop: : 3:36.91 minutes
+ FWISO Subproblem: 1: d(14): Finished first / second inner loop ( 10, 1 steps )
+ *************************************
+ Residuumnorm 2: 1350285.8
+
+ iteration: 14 PROBLEM Number: 2
+ FWISO problem 2: d(14)
+ shot: 2: Solving forward problem...
+ Initialization: 0.32 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 28.27 seconds
+ Assembling Linearized Operators
+ Assembling Linearized Operators
+ Done!
+ Done!
+ after NonlinearEvaluation 89170
+ Prä-Residuumnorm: 1.031677e+09
+ Inner Loop: : FIRST ORDER Inner Loop with Abbruchkriterium Residuum zu erreichen 1.0265186e+09 und m_max 10
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.76 seconds
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 34.37 seconds
+ Inner Loop: : InnerCG resNorm : 1.0316756e+09
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.78 seconds
+ Initialization: 0.27 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 34.32 seconds
+ Inner Loop: : InnerCG resNorm : 1.0316753e+09
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.80 seconds
+ Initialization: 0.27 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 34.47 seconds
+ Inner Loop: : InnerCG resNorm : 1.0316751e+09
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.84 seconds
+ Initialization: 0.27 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 34.46 seconds
+ Inner Loop: : InnerCG resNorm : 1.031675e+09
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.84 seconds
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 34.39 seconds
+ Inner Loop: : InnerCG resNorm : 1.0316749e+09
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.83 seconds
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 34.53 seconds
+ Inner Loop: : InnerCG resNorm : 1.0316749e+09
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.84 seconds
+ Initialization: 0.27 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 34.37 seconds
+ Inner Loop: : InnerCG resNorm : 1.0316749e+09
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.84 seconds
+ Initialization: 0.27 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 34.40 seconds
+ Inner Loop: : InnerCG resNorm : 1.0316748e+09
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.84 seconds
+ Initialization: 0.27 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 34.40 seconds
+ Inner Loop: : InnerCG resNorm : 1.0316748e+09
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.83 seconds
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 34.40 seconds
+ Inner Loop: : InnerCG resNorm : 1.0316748e+09
+ Inner Loop: : Time needed for inner loop: 11:10.00 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 1 brauchte 10 = m innere Iterationen
+ Inner Loop: : 11:10.00 minutes
+ Residuumnorm 1: 1.0316748e+09
+ ----- Intermezzo: Change Operators and Recalculate Residuum -----
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 35.23 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 35.02 seconds
+ Initialization: 0.31 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 36.98 seconds
+ Intermezzo Residuum: 1434957.2
+ ----- Intermezzo Ende -----
+ Inner Loop: : PSI Inner Loop with Abbruchkriterium Residuum zu erreichen 2.6207048e+08 und m_max 2
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 35.32 seconds
+ PhiAdjSO: : Starting ImplicitMidpointRule (Order=2)
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 32.41 seconds
+ PhiAdjSO: : 1:05.31 minutes
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 35.29 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 34.82 seconds
+ Initialization: 0.35 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 36.49 seconds
+ Inner Loop: : InnerCG resNorm : 1427771.1
+ Inner Loop: : Time needed for inner loop: 3:29.02 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 0 brauchte 1 = m innere Iterationen
+ Inner Loop: : 3:29.02 minutes
+ FWISO Subproblem: 2: d(14): Finished first / second inner loop ( 10, 1 steps )
+ *************************************
+ Residuumnorm 2: 1427771.1
+
+ iteration: 14 PROBLEM Number: 3
+ FWISO problem 3: d(14)
+ shot: 3: Solving forward problem...
+ Initialization: 0.32 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 28.06 seconds
+ Assembling Linearized Operators
+ Assembling Linearized Operators
+ Done!
+ Done!
+ after NonlinearEvaluation 89874
+ Prä-Residuumnorm: 1.0872333e+09
+ Inner Loop: : FIRST ORDER Inner Loop with Abbruchkriterium Residuum zu erreichen 1.0437434e+09 und m_max 10
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.72 seconds
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 34.17 seconds
+ Inner Loop: : InnerCG resNorm : 1.0872326e+09
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.80 seconds
+ Initialization: 0.27 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 34.19 seconds
+ Inner Loop: : InnerCG resNorm : 1.0872324e+09
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.84 seconds
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 34.31 seconds
+ Inner Loop: : InnerCG resNorm : 1.0872322e+09
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.85 seconds
+ Initialization: 0.27 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 34.29 seconds
+ Inner Loop: : InnerCG resNorm : 1.0872322e+09
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.84 seconds
+ Initialization: 0.27 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 34.25 seconds
+ Inner Loop: : InnerCG resNorm : 1.0872321e+09
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.84 seconds
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 34.20 seconds
+ Inner Loop: : InnerCG resNorm : 1.0872321e+09
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.86 seconds
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 34.30 seconds
+ Inner Loop: : InnerCG resNorm : 1.087232e+09
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.86 seconds
+ Initialization: 0.27 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 34.23 seconds
+ Inner Loop: : InnerCG resNorm : 1.087232e+09
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.84 seconds
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 34.25 seconds
+ Inner Loop: : InnerCG resNorm : 1.087232e+09
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.87 seconds
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 34.30 seconds
+ Inner Loop: : InnerCG resNorm : 1.087232e+09
+ Inner Loop: : Time needed for inner loop: 11:09.00 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 1 brauchte 10 = m innere Iterationen
+ Inner Loop: : 11:09.00 minutes
+ Residuumnorm 1: 1.087232e+09
+ ----- Intermezzo: Change Operators and Recalculate Residuum -----
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 34.88 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 34.72 seconds
+ Initialization: 0.31 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 36.41 seconds
+ Intermezzo Residuum: 1551668.3
+ ----- Intermezzo Ende -----
+ Inner Loop: : PSI Inner Loop with Abbruchkriterium Residuum zu erreichen 2.7610681e+08 und m_max 2
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 35.16 seconds
+ PhiAdjSO: : Starting ImplicitMidpointRule (Order=2)
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 32.46 seconds
+ PhiAdjSO: : 1:05.39 minutes
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 35.16 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 34.73 seconds
+ Initialization: 0.35 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 36.39 seconds
+ Inner Loop: : InnerCG resNorm : 1544584.9
+ Inner Loop: : Time needed for inner loop: 3:28.57 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 0 brauchte 1 = m innere Iterationen
+ Inner Loop: : 3:28.57 minutes
+ FWISO Subproblem: 3: d(14): Finished first / second inner loop ( 10, 1 steps )
+ *************************************
+ Residuumnorm 2: 1544584.9
+
+ iteration: 14 PROBLEM Number: 4
+ FWISO problem 4: d(14)
+ shot: 4: Solving forward problem...
+ Initialization: 0.32 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 29.89 seconds
+ Assembling Linearized Operators
+ Assembling Linearized Operators
+ Done!
+ Done!
+ after NonlinearEvaluation 89251
+ Prä-Residuumnorm: 9.8695745e+08
+ Inner Loop: : FIRST ORDER Inner Loop with Abbruchkriterium Residuum zu erreichen 9.6721801e+08 und m_max 10
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.78 seconds
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 35.79 seconds
+ Inner Loop: : InnerCG resNorm : 9.8695636e+08
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.77 seconds
+ Initialization: 0.27 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 35.73 seconds
+ Inner Loop: : InnerCG resNorm : 9.8695608e+08
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.82 seconds
+ Initialization: 0.27 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 35.84 seconds
+ Inner Loop: : InnerCG resNorm : 9.8695589e+08
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.82 seconds
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 36.00 seconds
+ Inner Loop: : InnerCG resNorm : 9.8695581e+08
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.83 seconds
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 35.89 seconds
+ Inner Loop: : InnerCG resNorm : 9.8695579e+08
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.84 seconds
+ Initialization: 0.27 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 35.78 seconds
+ Inner Loop: : InnerCG resNorm : 9.8695576e+08
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.86 seconds
+ Initialization: 0.27 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 35.94 seconds
+ Inner Loop: : InnerCG resNorm : 9.8695574e+08
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.84 seconds
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 35.88 seconds
+ Inner Loop: : InnerCG resNorm : 9.8695572e+08
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.84 seconds
+ Initialization: 0.27 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 35.75 seconds
+ Inner Loop: : InnerCG resNorm : 9.8695571e+08
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.83 seconds
+ Initialization: 0.27 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 35.89 seconds
+ Inner Loop: : InnerCG resNorm : 9.8695569e+08
+ Inner Loop: : Time needed for inner loop: 11:25.00 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 1 brauchte 10 = m innere Iterationen
+ Inner Loop: : 11:25.00 minutes
+ Residuumnorm 1: 9.8695569e+08
+ ----- Intermezzo: Change Operators and Recalculate Residuum -----
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 36.64 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 36.43 seconds
+ Initialization: 0.30 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 38.54 seconds
+ Intermezzo Residuum: 1492095.8
+ ----- Intermezzo Ende -----
+ Inner Loop: : PSI Inner Loop with Abbruchkriterium Residuum zu erreichen 2.5060364e+08 und m_max 2
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 36.78 seconds
+ PhiAdjSO: : Starting ImplicitMidpointRule (Order=2)
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 32.42 seconds
+ PhiAdjSO: : 1:05.42 minutes
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 36.69 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 36.44 seconds
+ Initialization: 0.35 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 38.47 seconds
+ Inner Loop: : InnerCG resNorm : 1482860
+ Inner Loop: : Time needed for inner loop: 3:35.56 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 0 brauchte 1 = m innere Iterationen
+ Inner Loop: : 3:35.56 minutes
+ FWISO Subproblem: 4: d(14): Finished first / second inner loop ( 10, 1 steps )
+ *************************************
+ Residuumnorm 2: 1482860
+
+ iteration: 14 PROBLEM Number: 5
+ FWISO problem 5: d(14)
+ shot: 5: Solving forward problem...
+ Initialization: 0.33 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 32.78 seconds
+ Assembling Linearized Operators
+ Assembling Linearized Operators
+ Done!
+ Done!
+ after NonlinearEvaluation 90629
+ Prä-Residuumnorm: 9.533796e+08
+ Inner Loop: : FIRST ORDER Inner Loop with Abbruchkriterium Residuum zu erreichen 8.5804132e+08 und m_max 10
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.74 seconds
+ Initialization: 0.27 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 38.45 seconds
+ Inner Loop: : InnerCG resNorm : 9.5337944e+08
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.75 seconds
+ Initialization: 0.27 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 38.52 seconds
+ Inner Loop: : InnerCG resNorm : 9.5337936e+08
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.80 seconds
+ Initialization: 0.27 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 38.50 seconds
+ Inner Loop: : InnerCG resNorm : 9.5337926e+08
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.82 seconds
+ Initialization: 0.27 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 38.45 seconds
+ Inner Loop: : InnerCG resNorm : 9.5337922e+08
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.81 seconds
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 38.54 seconds
+ Inner Loop: : InnerCG resNorm : 9.5337919e+08
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.82 seconds
+ Initialization: 0.27 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 38.71 seconds
+ Inner Loop: : InnerCG resNorm : 9.5337918e+08
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.82 seconds
+ Initialization: 0.27 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 38.58 seconds
+ Inner Loop: : InnerCG resNorm : 9.5337916e+08
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.80 seconds
+ Initialization: 0.27 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 38.66 seconds
+ Inner Loop: : InnerCG resNorm : 9.5337914e+08
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.80 seconds
+ Initialization: 0.27 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 38.56 seconds
+ Inner Loop: : InnerCG resNorm : 9.5337914e+08
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.81 seconds
+ Initialization: 0.27 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 38.65 seconds
+ Inner Loop: : InnerCG resNorm : 9.5337912e+08
+ Inner Loop: : Time needed for inner loop: 11:52.00 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 1 brauchte 10 = m innere Iterationen
+ Inner Loop: : 11:52.00 minutes
+ Residuumnorm 1: 9.5337912e+08
+ ----- Intermezzo: Change Operators and Recalculate Residuum -----
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 40.02 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 39.82 seconds
+ Initialization: 0.30 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 41.82 seconds
+ Intermezzo Residuum: 1212871.2
+ ----- Intermezzo Ende -----
+ Inner Loop: : PSI Inner Loop with Abbruchkriterium Residuum zu erreichen 2.4221787e+08 und m_max 2
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 40.21 seconds
+ PhiAdjSO: : Starting ImplicitMidpointRule (Order=2)
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 32.40 seconds
+ PhiAdjSO: : 1:05.37 minutes
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 40.17 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 39.23 seconds
+ Initialization: 0.35 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 41.13 seconds
+ Inner Loop: : InnerCG resNorm : 1207124.7
+ Inner Loop: : Time needed for inner loop: 3:47.79 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 0 brauchte 1 = m innere Iterationen
+ Inner Loop: : 3:47.79 minutes
+ FWISO Subproblem: 5: d(14): Finished first / second inner loop ( 10, 1 steps )
+ *************************************
+ Residuumnorm 2: 1207124.7
+ FWISO: d(15)= 0
+ 9.339933e+08
+ 9.3280353e+08
+ 9.3269845e+08
+ 9.3268901e+08
+ 9.3268529e+08
+ 9.326836e+08
+ 9.3268247e+08
+ 9.3268155e+08
+ 9.3268089e+08
+ 9.326805e+08
+ 9.3268025e+08
+ 9.3268003e+08
+ 9.3267977e+08
+ 9.3267978e+08
+ 9.3267972e+08
+
+
+ 9.7008053e+08
+ 9.6947803e+08
+ 9.6939565e+08
+ 9.6938351e+08
+ 9.6938027e+08
+ 9.6937848e+08
+ 9.6937496e+08
+ 9.6937273e+08
+ 9.6937162e+08
+ 9.6937094e+08
+ 9.693704e+08
+ 9.6937005e+08
+ 9.6936959e+08
+ 9.6936936e+08
+ 9.6936941e+08
+
+
+ 1.0324321e+09
+ 1.0317708e+09
+ 1.0316953e+09
+ 1.0316882e+09
+ 1.0316873e+09
+ 1.031688e+09
+ 1.0316855e+09
+ 1.0316828e+09
+ 1.031681e+09
+ 1.0316795e+09
+ 1.0316786e+09
+ 1.0316781e+09
+ 1.0316772e+09
+ 1.0316768e+09
+ 1.031677e+09
+
+
+ 1.0882787e+09
+ 1.0872811e+09
+ 1.0872506e+09
+ 1.0872436e+09
+ 1.0872414e+09
+ 1.087241e+09
+ 1.0872403e+09
+ 1.0872382e+09
+ 1.0872367e+09
+ 1.0872358e+09
+ 1.087235e+09
+ 1.0872343e+09
+ 1.0872338e+09
+ 1.0872336e+09
+ 1.0872333e+09
+
+
+ 9.8805758e+08
+ 9.8700325e+08
+ 9.8696811e+08
+ 9.8696406e+08
+ 9.869625e+08
+ 9.8696347e+08
+ 9.8696367e+08
+ 9.8696224e+08
+ 9.869608e+08
+ 9.8695986e+08
+ 9.8695921e+08
+ 9.8695868e+08
+ 9.8695781e+08
+ 9.8695769e+08
+ 9.8695745e+08
+
+
+ 9.5387691e+08
+ 9.5341075e+08
+ 9.5339254e+08
+ 9.5338504e+08
+ 9.53385e+08
+ 9.5338338e+08
+ 9.5338205e+08
+ 9.5338115e+08
+ 9.5338062e+08
+ 9.5338024e+08
+ 9.5338001e+08
+ 9.5337983e+08
+ 9.5337954e+08
+ 9.5337966e+08
+ 9.533796e+08
+
+
+end program after 22:10:06.00 hours on 128 procs at Tue Jun 27 21:56:17 2023
diff --git a/log/2023_06_27_noIC_VpMono_HighResolution/testconf.conf b/log/2023_06_27_noIC_VpMono_HighResolution/testconf.conf
new file mode 100644
index 00000000..615f7e44
--- /dev/null
+++ b/log/2023_06_27_noIC_VpMono_HighResolution/testconf.conf
@@ -0,0 +1,105 @@
+# Regular Expression um aus Test_Config von Clion eine ... M++ Config zu machen
+# \{"([A-Za-z0-9_ ]+)", +"([A-Za-z0-9_ ,\.\-]+)"}.
+
+#Durchlauf 2023Mai05 mit 4 Quellen, 8 Iterationen, Materialpunkt, level 1 (Ergebnisse ganz gut)
+#Durchlauf 2023Mai05 mit 4 Quellen, 8 Iterationen, TwoMedium, level 1
+#Back to FastMode (2 Quellen, 2 Iterationen, Pkt.Material, level 0)
+#21.06 Receiver wieder auf 64. Bei multi noch nicht, jetzt aber bei rho rekonstruktion
+#Neuer größerer Durchlauf 26.Juni Ohne Inverse Crime für Vp; Neu: SignalName: Ricker; deg = 2; dt = 0.0005
+
+ #Problem= VAcousticWaveTwoMedium;//<----- Geometrie oder so Siehe: src/Problems/FWIInversionProblems.cpp
+ Problem= VAcousticWaveC2Benchmark;
+ FWISO_Steps = 15; #Anzahl Iterationen
+ Monoparam= Vp; #can be "multi"/empty or "Vp", "Tau_p", "Rho"
+ plot_tStep= -1;
+ level = 3;
+ T=0.6;
+ dt= 0.0005;
+ FWISourceCount0=6; #Anzahl Quellen 6, Empfänger default 64 unten
+ deg = 2; #In paper CRC deg = 2. Vor 26.Juni2023 wars 1
+ FWIReconstructRho= 0;
+ FWIReconstructV_P= 1;
+ FWIReconstructTauP= 0;
+ numL=0;#!!!
+
+ seismopath = C2NoDampingT06dt0005/C2NoDampingT06dt0005;#im Build Ordner!
+ #seismopath = readmePlease;//klappt in der ersten Iteration mit ..Please0
+ #seismopath = ../FWI/conf/C2NoDampingT06dt0005/C2NoDampingT06dt0005;//mal sehen obs klappt
+ #seismopath = /home/lionbart/fwi/FWI/conf/C2NoDampingT06dt0005/C2NoDampingT06dt0005;//OUT OF RANGE ERROR
+
+ ReadFormat = FWI;#IFOS ist falsches Format.
+ SpecfileNrOfSamples = 6;
+
+ SaveObservedSeismogram = 0;#Plottet "d_obs", das Vorwärtsgelöste Wellenfeld (mit echten Materialparam)
+
+ SignalName=Ricker;#RickerDerivative vorher!!! Geändert 26.Juni.2023
+
+
+
+ ConfigVerbose=2;
+ ForwardSolver= VADGTS;
+ Distribution= RCB;
+ Model = FWIInverse_DGTS;
+ Mesh= SeismogramGrid_test;
+
+ useTaper=1;
+ taperRadiusSource=0;
+ taperRadiusReceiver=0;
+ taperExponent=-0.1;
+ taperIgnoreReceiverCells=1;
+ taperIgnoreSourceCells=1;
+ #Monoparam= Rho; #can be "multi"/empty or "Vp", "Tau_p", "Rho"
+ ReconstructionType=SO;#!!!
+ FWIReceiverWaypoints= 2;
+ FWIReceiverWaypoint0= 1350.0, 370.0;
+ FWIReceiverWaypoint1= 1350.0, 1630.0;
+ FWIReceiverIncludeLastWaypoint= 1;
+ FWIReceiverCount0= 64;//Anzahl Receiver
+ UseSparseMatrix=1;
+ Qfactor=100;
+ #SignalName=Ricker;# RickerDerivative vorher!!! Geändert 26.Juni.2023
+ SignalDelay=0;
+ SignalCutoff=0.8;
+ SignalFreq=25;
+ #numL=0;#!!!
+ FWISourceWaypoints=2;
+ FWISourceWaypoint0=600,370;
+ FWISourceWaypoint1=600,1620;
+ #FWISourceCount0=2; #Anzahl Quelle
+ #FWISourceCount0=2;
+ FWIReceiverIncludeLastWaypoint=1;
+ measurement_space= point;
+ measurement_time= point;
+ compMeasure= 0;
+ source_component= 2;
+ perturbation_comp= 2;
+ dampingFlux= 1;
+ allowPlotting_M=1;
+ allowPlotting_WF=0;
+ plotfactor= 10;
+ parametrization= taup;#!!!!
+ #T=0.6;
+ #dt= 0.002;
+ #deg= 1;
+ #level = 0;#Feinheit des Gitters (1 mehr -> Halbierung)//Achtung: 3 Böse, <2 Gut
+ TimeVerbose= 1;
+ rkorder= -2;
+ #plot_tStep= -1;
+ #FWISO_Steps = 2;//scheint zu klappen!
+ Steps = 2;//scheint auch nichts zu bringen :(
+
+ Kmax=150;
+ Keps= 1e-07;
+ Overlap= dG1;
+ debugAdjoint= 0;
+ debugFrechet= 1;
+ source_factor= 242574257420000.5742;
+ LinearSolver= LS;
+ LinearVerbose= -1;
+ LinearSteps=100;
+ LinearNthIterOutput= 1;
+ LinearEpsilon= 1e-12;
+ LinearReduction= 0.0001;
+ FWINonlinearSolver= FWISO;#!!!
+ FWI_DebugPlottingLevel= 1;
+ CGREGINNCanonic_Steps=3;
diff --git a/log/2023_06_30_MultiHighRes_SO/RunMpp.sh b/log/2023_06_30_MultiHighRes_SO/RunMpp.sh
new file mode 100644
index 00000000..32f1334f
--- /dev/null
+++ b/log/2023_06_30_MultiHighRes_SO/RunMpp.sh
@@ -0,0 +1,29 @@
+#!/bin/sh
+### Job name
+#SBATCH --job-name=MppFWILennart
+
+### File for the output
+##vorher#SBATCH --output=Mpp%A ???????
+#SBATCH --output=Mpp%A
+
+### Time your job needs to execute
+#SBATCH --time=200:00:00
+
+### Use more than one node for parallel jobs on distributed-memory systems
+###CR Version war 2, 4 geht, sofern genug frei.
+#SBATCH --nodes=8
+###SBATCH --nodes=1
+
+### Number of CPUS per task
+#SBATCH --cpus-per-task=1
+
+### Disable hyperthreading by setting the tasks per core to 1
+#SBATCH --ntasks-per-core=1
+
+#SBATCH --mail-type=ALL
+
+#SBATCH --mail-user=uuwyh@student.kit.edu
+
+### Number of processes per node, in our case
+#SBATCH --ntasks-per-node=16
+mpirun M++
diff --git a/log/2023_06_30_MultiHighRes_SO/logfile.log b/log/2023_06_30_MultiHighRes_SO/logfile.log
new file mode 100644
index 00000000..d5c9a54c
--- /dev/null
+++ b/log/2023_06_30_MultiHighRes_SO/logfile.log
@@ -0,0 +1,4448 @@
+start program on 128 procs at Fri Jun 30 11:08:36 2023
+Running on: node01
+ reading config: ConfigVerbose........................... 2
+ reading default: enableFileLogging....................... 1
+ reading default: enableScreenLogging..................... 1
+ reading default: precision............................... 8
+ reading default: TimeLevel............................... 0
+ reading config: Model................................... FWIInverse_DGTS
+ reading default: testAAO................................. 0
+ reading config: ForwardSolver........................... VADGTS
+ reading config: ReconstructionType...................... SO
+ reading config: Mesh.................................... SeismogramGrid_test
+ reading config: level................................... 3
+ reading default: plevel.................................. 3
+ reading default: clevel.................................. 3
+ reading config: Distribution............................ RCB
+ reading config: Overlap................................. dG1
+ reading default: Scales.................................. 0
+ reading default: CommSplit............................... 0
+ reading default: DistributionVerbose..................... 0
+ reading default: ClearDistribution....................... 1
+ reading default: MeshesVerbose........................... 1
+ reading default: MeshVerbose............................. 1
+ Overlap: reading default: OverlapVerbose.......................... 0
+ reading default: t0...................................... 0
+ reading config: dt...................................... 0.0005
+ reading config: T....................................... 0.6
+ reading config: rkorder................................. -2
+ reading config: SignalName.............................. Ricker
+ reading default: FrequencyFiltering...................... 0
+ reading config: SignalFreq.............................. 25
+ reading default: f_source................................ 25
+ reading default: SourceInversion......................... 0
+ reading config: SignalCutoff............................ 0.8
+ reading config: SignalDelay............................. 0
+ reading default: SaveFilteredSeismogram.................. 0
+ reading config: SaveObservedSeismogram.................. 0
+ reading config: numL.................................... 0
+ reading default: dim..................................... 2
+ reading config: Problem................................. VAcousticWaveC2Benchmark
+ reading default: RealDataLevel........................... 3
+ reading default: InitialIterateLevel..................... 3
+ reading config: deg..................................... 2
+ reading config: parametrization......................... taup
+ reading default: shots................................... -1
+ reading default: SourceStartX............................ -1e+100
+ reading default: SourceStartY............................ -1e+100
+ reading default: SourceEndX.............................. -1e+100
+ reading default: SourceEndY.............................. -1e+100
+ reading default: numberOfSourcesPerShot.................. 1
+ reading config: FWISourceWaypoints...................... 2
+ reading default: FWISourceIncludeLastWaypoint............ 1
+ FWISourceCount0
+ reading config: FWISourceCount0......................... 6
+ reading config: FWISourceWaypoint0...................... 600,370
+ FWISourceCount1
+ reading config: FWISourceWaypoint1...................... 600,1620
+ SOURCE LOCATIONS:
+ 0: ( 600.00000000, 370.00000000)
+
+
+ 1: ( 600.00000000, 620.00000000)
+
+
+ 2: ( 600.00000000, 870.00000000)
+
+
+ 3: ( 600.00000000, 1120)
+
+
+ 4: ( 600.00000000, 1370)
+
+
+ 5: ( 600.00000000, 1620)
+
+
+ reading config: source_factor........................... 242574257420000.5742
+ reading config: Monoparam............................... multi
+ monoparam =
+ multi
+ reading default: v_perturb............................... 1.05
+ reading default: rho_perturb............................. 1.05
+ reading default: tau_p_perturb........................... 4
+ reading default: size_perturb............................ 200
+ reading default: rho_bg.................................. 2000
+ reading default: v_bg.................................... 3500
+ reading default: tau_p_bg................................ 0.02
+ reading default: impedance_bg............................ 1
+ reading config: Qfactor................................. 100
+ alphaValue =
+ 0
+ reading default: FWIPrecon............................... 0
+ reading default: FWIPreconType........................... 0
+ reading default: FWIPreconRegularization................. 1e-08
+ reading config: allowPlotting_M......................... 1
+ reading config: allowPlotting_WF........................ 0
+ reading default: plotFactor.............................. 1
+ reading config: FWIReconstructRho....................... 1
+ reading config: FWIReconstructV_P....................... 1
+ reading config: FWIReconstructTauP...................... 0
+ Mesh Info:
+ Mesh Name: ............................... SeismogramGrid_test
+ Distribution: ............................ RCB
+ Overlap: ................................. dG1
+ CommSplit: ............................... 0
+ Level: ................................... [3, -1, 0]
+ pLevel: .................................. 3
+ Dimension: ............................... 2
+ Cells: ................................... 87040
+ Overlap: ................................. 21472
+ Vertices: ................................ 98560
+ Edges: ................................... 174672
+ Faces: ................................... 218056
+ ProcSets: ................................ 31900
+ Mesh width [min, max]: ................... [12.500000, 29.474346]
+
+ reading default: MatrixGraphVerbose...................... 0
+ reading default: PaddingPML.............................. 0
+ reading config: plot_tStep.............................. -1
+ reading default: plotV................................... 0
+ reading default: plot_rho................................ 1
+ reading default: plot_kappa_0............................ 1
+ reading default: plot_kappa_l............................ 0
+ reading default: plot_velocity........................... 0
+ reading config: compMeasure............................. 0
+ Measure overall pressure p = p_0 + ... + p_L
+ reading default: Specfile................................
+ reading config: FWIReceiverWaypoints.................... 2
+ reading config: FWIReceiverIncludeLastWaypoint.......... 1
+ FWIReceiverCount0
+ reading config: FWIReceiverCount0....................... 64
+ reading config: FWIReceiverWaypoint0.................... 1350.0, 370.0
+ FWIReceiverCount1
+ reading config: FWIReceiverWaypoint1.................... 1350.0, 1630.0
+ ReceiverStart: 0 ReceiverEnd: 0.6 ReceiverDt: 0.0005
+ ReceiverStart: 0 ReceiverEnd: 0.6 ReceiverDt: 0.0005
+ 0: ( 1350, 370.00000000) 1: ( 1350, 390.00000000)
+ 2: ( 1350, 410.00000000) 3: ( 1350, 430.00000000)
+ 4: ( 1350, 450.00000000) 5: ( 1350, 470.00000000)
+ 6: ( 1350, 490.00000000) 7: ( 1350, 510.00000000)
+ 8: ( 1350, 530.00000000) 9: ( 1350, 550.00000000)
+ 10: ( 1350, 570.00000000) 11: ( 1350, 590.00000000)
+ 12: ( 1350, 610.00000000) 13: ( 1350, 630.00000000)
+ 14: ( 1350, 650.00000000) 15: ( 1350, 670.00000000)
+ 16: ( 1350, 690.00000000) 17: ( 1350, 710.00000000)
+ 18: ( 1350, 730.00000000) 19: ( 1350, 750.00000000)
+ 20: ( 1350, 770.00000000) 21: ( 1350, 790.00000000)
+ 22: ( 1350, 810.00000000) 23: ( 1350, 830.00000000)
+ 24: ( 1350, 850.00000000) 25: ( 1350, 870.00000000)
+ 26: ( 1350, 890.00000000) 27: ( 1350, 910.00000000)
+ 28: ( 1350, 930.00000000) 29: ( 1350, 950.00000000)
+ 30: ( 1350, 970.00000000) 31: ( 1350, 990.00000000)
+ 32: ( 1350, 1010) 33: ( 1350, 1030)
+ 34: ( 1350, 1050) 35: ( 1350, 1070)
+ 36: ( 1350, 1090) 37: ( 1350, 1110)
+ 38: ( 1350, 1130) 39: ( 1350, 1150)
+ 40: ( 1350, 1170) 41: ( 1350, 1190)
+ 42: ( 1350, 1210) 43: ( 1350, 1230)
+ 44: ( 1350, 1250) 45: ( 1350, 1270)
+ 46: ( 1350, 1290) 47: ( 1350, 1310)
+ 48: ( 1350, 1330) 49: ( 1350, 1350)
+ 50: ( 1350, 1370) 51: ( 1350, 1390)
+ 52: ( 1350, 1410) 53: ( 1350, 1430)
+ 54: ( 1350, 1450) 55: ( 1350, 1470)
+ 56: ( 1350, 1490) 57: ( 1350, 1510)
+ 58: ( 1350, 1530) 59: ( 1350, 1550)
+ 60: ( 1350, 1570) 61: ( 1350, 1590)
+ 62: ( 1350, 1610) 63: ( 1350, 1630)
+
+ reading default: UseGardener............................. 0
+ reading default: MeasureComp............................. 0
+ Measure overall pressure p = p_0 + ... + p_L
+ reading default: CountCellsOld........................... 0
+ reading config: useTaper................................ 1
+ reading default: TaperFromFile...........................
+ reading config: taperRadiusSource....................... 0
+ reading default: taperBoxUpper........................... 1e+100
+ reading default: taperBoxLower........................... -1e+100
+ reading default: taperBoxLeft............................ -1e+100
+ reading default: taperBoxRight........................... 1e+100
+ reading config: taperRadiusReceiver..................... 0
+ reading config: taperExponent........................... -0.1
+ reading config: taperIgnoreSourceCells.................. 1
+ reading config: taperIgnoreReceiverCells................ 1
+ reading default: taperRhoMin............................. -1
+ reading default: taperRhoMax............................. -1
+ reading default: taperVpMin.............................. -1
+ reading default: taperVpMax.............................. -1
+ reading default: taperTaupMin............................ -1
+ reading default: taperTaupMax............................ -1
+ reading default: seismopath..............................
+ reading default: PlotVerbose............................. 0
+ reading default: PlotEnabled............................. 0
+ reading default: PlotPrecision........................... 4
+ Time before FWD->createRealData(real, obs); Fri Jun 30 11:08:42 2023
+ Generating Real data for shot 0
+ reading default: AssembleVerbose......................... 1
+ reading default: startTime............................... 0
+ reading default: endTime................................. 1
+ reading default: maxStepSize............................. 1e+100
+ reading default: stepSize................................ 0
+ reading default: minStepSize............................. 0
+ reading default: dt_min.................................. 0
+ reading default: maxSteps................................ 0
+ reading default: steps................................... 0
+ reading default: K....................................... 0
+ reading default: tEps.................................... 1e-15
+ reading default: tTol.................................... 1e-06
+ reading default: upwind.................................. 1
+ reading config: dampingFlux............................. 1
+ reading default: UseCollectTweak......................... 0
+ reading default: Preconditioner_S........................ PointBlockJacobi
+ reading config: LinearSolver............................ LS
+ reading default: PreconditionerVerbose................... 0
+ reading default: PreconditionerDamp...................... 1
+ reading default: PointBlockJacobiLapack.................. 0
+ reading config: LinearVerbose........................... -1
+ reading config: LinearSteps............................. 100
+ reading config: LinearEpsilon........................... 1e-12
+ reading config: LinearReduction......................... 0.0001
+ reading default: LinearMinimalStepNumber................. 0
+ reading default: LinearPrintSteps........................ 800
+ reading default: TimeIntegratorVerbose................... 1
+ Initialization: 0.37 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 32.85 seconds
+ Generating Real data for shot 1
+ Initialization: 0.35 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 29.49 seconds
+ Generating Real data for shot 2
+ Initialization: 0.36 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 27.61 seconds
+ Generating Real data for shot 3
+ Initialization: 0.34 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 27.31 seconds
+ Generating Real data for shot 4
+ Initialization: 0.37 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 29.36 seconds
+ Generating Real data for shot 5
+ Initialization: 0.34 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 32.30 seconds
+ Time after FWD->createRealData(real, obs); Fri Jun 30 11:11:42 2023
+ FWISourceCount0
+ FWISourceCount1
+ SOURCE LOCATIONS:
+ 0: ( 600.00000000, 370.00000000)
+
+
+ 1: ( 600.00000000, 620.00000000)
+
+
+ 2: ( 600.00000000, 870.00000000)
+
+
+ 3: ( 600.00000000, 1120)
+
+
+ 4: ( 600.00000000, 1370)
+
+
+ 5: ( 600.00000000, 1620)
+
+
+ monoparam =
+ multi
+ alphaValue =
+ 0
+ Frequency Filter to: -1
+
+
+ Mesh Info:
+ Mesh Name: ............................... SeismogramGrid_test
+ Distribution: ............................ RCB
+ Overlap: ................................. dG1
+ CommSplit: ............................... 0
+ Level: ................................... [3, -1, 0]
+ pLevel: .................................. 3
+ Dimension: ............................... 2
+ Cells: ................................... 87040
+ Overlap: ................................. 21472
+ Vertices: ................................ 98560
+ Edges: ................................... 174672
+ Faces: ................................... 218056
+ ProcSets: ................................ 31900
+ Mesh width [min, max]: ................... [12.500000, 29.474346]
+
+ Measure overall pressure p = p_0 + ... + p_L
+ FWIReceiverCount0
+ FWIReceiverCount1
+ ReceiverStart: 0 ReceiverEnd: 0.6 ReceiverDt: 0.0005
+ ReceiverStart: 0 ReceiverEnd: 0.6 ReceiverDt: 0.0005
+ 0: ( 1350, 370.00000000) 1: ( 1350, 390.00000000)
+ 2: ( 1350, 410.00000000) 3: ( 1350, 430.00000000)
+ 4: ( 1350, 450.00000000) 5: ( 1350, 470.00000000)
+ 6: ( 1350, 490.00000000) 7: ( 1350, 510.00000000)
+ 8: ( 1350, 530.00000000) 9: ( 1350, 550.00000000)
+ 10: ( 1350, 570.00000000) 11: ( 1350, 590.00000000)
+ 12: ( 1350, 610.00000000) 13: ( 1350, 630.00000000)
+ 14: ( 1350, 650.00000000) 15: ( 1350, 670.00000000)
+ 16: ( 1350, 690.00000000) 17: ( 1350, 710.00000000)
+ 18: ( 1350, 730.00000000) 19: ( 1350, 750.00000000)
+ 20: ( 1350, 770.00000000) 21: ( 1350, 790.00000000)
+ 22: ( 1350, 810.00000000) 23: ( 1350, 830.00000000)
+ 24: ( 1350, 850.00000000) 25: ( 1350, 870.00000000)
+ 26: ( 1350, 890.00000000) 27: ( 1350, 910.00000000)
+ 28: ( 1350, 930.00000000) 29: ( 1350, 950.00000000)
+ 30: ( 1350, 970.00000000) 31: ( 1350, 990.00000000)
+ 32: ( 1350, 1010) 33: ( 1350, 1030)
+ 34: ( 1350, 1050) 35: ( 1350, 1070)
+ 36: ( 1350, 1090) 37: ( 1350, 1110)
+ 38: ( 1350, 1130) 39: ( 1350, 1150)
+ 40: ( 1350, 1170) 41: ( 1350, 1190)
+ 42: ( 1350, 1210) 43: ( 1350, 1230)
+ 44: ( 1350, 1250) 45: ( 1350, 1270)
+ 46: ( 1350, 1290) 47: ( 1350, 1310)
+ 48: ( 1350, 1330) 49: ( 1350, 1350)
+ 50: ( 1350, 1370) 51: ( 1350, 1390)
+ 52: ( 1350, 1410) 53: ( 1350, 1430)
+ 54: ( 1350, 1450) 55: ( 1350, 1470)
+ 56: ( 1350, 1490) 57: ( 1350, 1510)
+ 58: ( 1350, 1530) 59: ( 1350, 1550)
+ 60: ( 1350, 1570) 61: ( 1350, 1590)
+ 62: ( 1350, 1610) 63: ( 1350, 1630)
+
+ Measure overall pressure p = p_0 + ... + p_L
+ reading default: loadInitialModelFromFile................ 0
+ reading default: loadRealModelFromFile................... 0
+ reading config: FWINonlinearSolver...................... FWISO
+ reading default: FWI_MaxInnerLoopSteps_FWISO............. 10
+ reading default: FWI_Gamma_FWISO......................... 0.9
+ reading default: FWI_Damping_FWISO....................... 1
+ reading default: FWI_ThetaMax_FWISO...................... 1
+ reading default: FWI_ThetaInitial_FWISO.................. 0.4
+ reading default: FWI_RegularizationStrategy_FWISO........ 0
+ reading default: FWISO_Verbose........................... 1
+ reading config: FWISO_Steps............................. 10
+ reading default: FWISO_LineSearchSteps................... 3
+ reading default: FWISO_Epsilon........................... 1e-10
+ reading default: FWISO_Reduction......................... 1e-05
+ reading default: FWISO_MinimalStepNumber................. 0
+ reading default: FWI_Precon.............................. 0
+ reading default: FWI_HierarchyLevel...................... -1
+ reading default: FWI_SaveAdjointWF....................... 0
+ reading default: FWI_SaveSeis............................ 0
+ reading config: FWI_DebugPlottingLevel.................. 1
+ reading default: FWI_BacktrackingFactor.................. 0.5
+ reading default: FWI_BacktrackingActivated............... 0
+ Memory Usage at start31787
+ reading default: WriteSeismoToFileEvery.................. 2147483647
+ Initialize Subproblems 31793
+ Starting the Loops with max_iter: 10 and num_problems 6
+
+
+ Iteration Main Looop Counting Variable iter: 0
+
+ iteration: 0 PROBLEM Number: 0
+ FWISO problem 0: d(0)
+ shot: 0: Solving forward problem...
+ Initialization: 0.36 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 32.90 seconds
+ Assembling Linearized Operators
+ Assembling Linearized Operators
+ Done!
+ Done!
+ after NonlinearEvaluation 32051
+ state_comps =
+ 1
+ Prä-Residuumnorm: 26143792
+ Inner Loop: : FIRST ORDER Inner Loop with Abbruchkriterium Residuum zu erreichen 26143792 und m_max 1
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.16 seconds
+ Initialization: 0.27 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 38.37 seconds
+ Inner Loop: : InnerCG resNorm : 12571047
+ Inner Loop: : Time needed for inner loop: 1:09.98 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 1 brauchte 1 = m innere Iterationen
+ Inner Loop: : 1:09.98 minutes
+ Residuumnorm 1: 12571047
+ ----- Intermezzo: Change Operators and Recalculate Residuum -----
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 40.29 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 40.01 seconds
+ Initialization: 0.29 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 41.53 seconds
+ Intermezzo Residuum: 12106333
+ ----- Intermezzo Ende -----
+ Inner Loop: : PSI Inner Loop with Abbruchkriterium Residuum zu erreichen 26143792 und m_max 1
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 40.47 seconds
+ PhiAdjSO: : Starting ImplicitMidpointRule (Order=2)
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.98 seconds
+ PhiAdjSO: : 1:04.58 minutes
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 40.66 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 38.93 seconds
+ Initialization: 0.32 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 40.86 seconds
+ Inner Loop: : InnerCG resNorm : 7210497.3
+ Inner Loop: : Time needed for inner loop: 3:47.65 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 0 brauchte 1 = m innere Iterationen
+ Inner Loop: : 3:47.65 minutes
+ FWISO Subproblem: 0: d(0): Finished first / second inner loop ( 1, 1 steps )
+ *************************************
+ Residuumnorm 2: 7210497.3
+ reading default: PlotFactorIterates...................... 1
+ reading default: PlotShot................................ -1
+
+ iteration: 0 PROBLEM Number: 1
+ FWISO problem 1: d(0)
+ shot: 1: Solving forward problem...
+ Initialization: 0.33 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.14 seconds
+ Assembling Linearized Operators
+ Assembling Linearized Operators
+ Done!
+ Done!
+ after NonlinearEvaluation 113817
+ state_comps =
+ 1
+ Prä-Residuumnorm: 19850061
+ Inner Loop: : FIRST ORDER Inner Loop with Abbruchkriterium Residuum zu erreichen 19850061 und m_max 1
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 32.19 seconds
+ Initialization: 0.32 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 36.35 seconds
+ Inner Loop: : InnerCG resNorm : 10078336
+ Inner Loop: : Time needed for inner loop: 1:08.96 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 1 brauchte 1 = m innere Iterationen
+ Inner Loop: : 1:08.96 minutes
+ Residuumnorm 1: 10078336
+ ----- Intermezzo: Change Operators and Recalculate Residuum -----
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 37.34 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 37.23 seconds
+ Initialization: 0.34 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 38.67 seconds
+ Intermezzo Residuum: 9923489.1
+ ----- Intermezzo Ende -----
+ Inner Loop: : PSI Inner Loop with Abbruchkriterium Residuum zu erreichen 19850061 und m_max 1
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 37.24 seconds
+ PhiAdjSO: : Starting ImplicitMidpointRule (Order=2)
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 32.30 seconds
+ PhiAdjSO: : 1:05.01 minutes
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 37.32 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 36.58 seconds
+ Initialization: 0.31 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 38.47 seconds
+ Inner Loop: : InnerCG resNorm : 6596187.9
+ Inner Loop: : Time needed for inner loop: 3:36.49 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 0 brauchte 1 = m innere Iterationen
+ Inner Loop: : 3:36.49 minutes
+ FWISO Subproblem: 1: d(0): Finished first / second inner loop ( 1, 1 steps )
+ *************************************
+ Residuumnorm 2: 6596187.9
+
+ iteration: 0 PROBLEM Number: 2
+ FWISO problem 2: d(0)
+ shot: 2: Solving forward problem...
+ Initialization: 0.32 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 28.45 seconds
+ Assembling Linearized Operators
+ Assembling Linearized Operators
+ Done!
+ Done!
+ after NonlinearEvaluation 117549
+ state_comps =
+ 1
+ Prä-Residuumnorm: 19118047
+ Inner Loop: : FIRST ORDER Inner Loop with Abbruchkriterium Residuum zu erreichen 19118047 und m_max 1
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 32.03 seconds
+ Initialization: 0.29 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 34.91 seconds
+ Inner Loop: : InnerCG resNorm : 9095968.5
+ Inner Loop: : Time needed for inner loop: 1:07.37 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 1 brauchte 1 = m innere Iterationen
+ Inner Loop: : 1:07.37 minutes
+ Residuumnorm 1: 9095968.5
+ ----- Intermezzo: Change Operators and Recalculate Residuum -----
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 35.91 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 35.63 seconds
+ Initialization: 0.34 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 37.14 seconds
+ Intermezzo Residuum: 8628764.7
+ ----- Intermezzo Ende -----
+ Inner Loop: : PSI Inner Loop with Abbruchkriterium Residuum zu erreichen 19118047 und m_max 1
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 35.71 seconds
+ PhiAdjSO: : Starting ImplicitMidpointRule (Order=2)
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 32.41 seconds
+ PhiAdjSO: : 1:05.19 minutes
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 35.54 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 35.14 seconds
+ Initialization: 0.36 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 36.32 seconds
+ Inner Loop: : InnerCG resNorm : 5708774.1
+ Inner Loop: : Time needed for inner loop: 3:29.75 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 0 brauchte 1 = m innere Iterationen
+ Inner Loop: : 3:29.75 minutes
+ FWISO Subproblem: 2: d(0): Finished first / second inner loop ( 1, 1 steps )
+ *************************************
+ Residuumnorm 2: 5708774.1
+
+ iteration: 0 PROBLEM Number: 3
+ FWISO problem 3: d(0)
+ shot: 3: Solving forward problem...
+ Initialization: 0.32 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 28.16 seconds
+ Assembling Linearized Operators
+ Assembling Linearized Operators
+ Done!
+ Done!
+ after NonlinearEvaluation 119704
+ state_comps =
+ 1
+ Prä-Residuumnorm: 10423303
+ Inner Loop: : FIRST ORDER Inner Loop with Abbruchkriterium Residuum zu erreichen 10423303 und m_max 1
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 32.20 seconds
+ Initialization: 0.32 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 34.67 seconds
+ Inner Loop: : InnerCG resNorm : 6192338
+ Inner Loop: : Time needed for inner loop: 1:07.29 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 1 brauchte 1 = m innere Iterationen
+ Inner Loop: : 1:07.29 minutes
+ Residuumnorm 1: 6192338
+ ----- Intermezzo: Change Operators and Recalculate Residuum -----
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 35.80 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 35.49 seconds
+ Initialization: 0.30 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 37.02 seconds
+ Intermezzo Residuum: 6141732.2
+ ----- Intermezzo Ende -----
+ Inner Loop: : PSI Inner Loop with Abbruchkriterium Residuum zu erreichen 10423303 und m_max 1
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 35.67 seconds
+ PhiAdjSO: : Starting ImplicitMidpointRule (Order=2)
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 32.33 seconds
+ PhiAdjSO: : 1:05.00 minutes
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 35.43 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 35.04 seconds
+ Initialization: 0.33 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 36.37 seconds
+ Inner Loop: : InnerCG resNorm : 4633099.4
+ Inner Loop: : Time needed for inner loop: 3:29.38 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 0 brauchte 1 = m innere Iterationen
+ Inner Loop: : 3:29.38 minutes
+ FWISO Subproblem: 3: d(0): Finished first / second inner loop ( 1, 1 steps )
+ *************************************
+ Residuumnorm 2: 4633099.4
+
+ iteration: 0 PROBLEM Number: 4
+ FWISO problem 4: d(0)
+ shot: 4: Solving forward problem...
+ Initialization: 0.32 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.06 seconds
+ Assembling Linearized Operators
+ Assembling Linearized Operators
+ Done!
+ Done!
+ after NonlinearEvaluation 122715
+ state_comps =
+ 1
+ Prä-Residuumnorm: 4322132.1
+ Inner Loop: : FIRST ORDER Inner Loop with Abbruchkriterium Residuum zu erreichen 4322132.1 und m_max 1
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 32.17 seconds
+ Initialization: 0.32 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 35.94 seconds
+ Inner Loop: : InnerCG resNorm : 3102878.5
+ Inner Loop: : Time needed for inner loop: 1:08.54 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 1 brauchte 1 = m innere Iterationen
+ Inner Loop: : 1:08.54 minutes
+ Residuumnorm 1: 3102878.5
+ ----- Intermezzo: Change Operators and Recalculate Residuum -----
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 37.01 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 36.93 seconds
+ Initialization: 0.34 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 38.42 seconds
+ Intermezzo Residuum: 3094694.1
+ ----- Intermezzo Ende -----
+ Inner Loop: : PSI Inner Loop with Abbruchkriterium Residuum zu erreichen 4322132.1 und m_max 1
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 36.93 seconds
+ PhiAdjSO: : Starting ImplicitMidpointRule (Order=2)
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 32.35 seconds
+ PhiAdjSO: : 1:05.14 minutes
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 36.85 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 36.96 seconds
+ Initialization: 0.36 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 38.12 seconds
+ Inner Loop: : InnerCG resNorm : 2541437.9
+ Inner Loop: : Time needed for inner loop: 3:35.80 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 0 brauchte 1 = m innere Iterationen
+ Inner Loop: : 3:35.80 minutes
+ FWISO Subproblem: 4: d(0): Finished first / second inner loop ( 1, 1 steps )
+ *************************************
+ Residuumnorm 2: 2541437.9
+
+ iteration: 0 PROBLEM Number: 5
+ FWISO problem 5: d(0)
+ shot: 5: Solving forward problem...
+ Initialization: 0.32 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 33.15 seconds
+ Assembling Linearized Operators
+ Assembling Linearized Operators
+ Done!
+ Done!
+ after NonlinearEvaluation 124259
+ state_comps =
+ 1
+ Prä-Residuumnorm: 4308252
+ Inner Loop: : FIRST ORDER Inner Loop with Abbruchkriterium Residuum zu erreichen 4308252 und m_max 1
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.95 seconds
+ Initialization: 0.30 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 39.11 seconds
+ Inner Loop: : InnerCG resNorm : 2791119.9
+ Inner Loop: : Time needed for inner loop: 1:11.49 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 1 brauchte 1 = m innere Iterationen
+ Inner Loop: : 1:11.49 minutes
+ Residuumnorm 1: 2791119.9
+ ----- Intermezzo: Change Operators and Recalculate Residuum -----
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 40.92 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 40.74 seconds
+ Initialization: 0.34 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 42.33 seconds
+ Intermezzo Residuum: 2805782.3
+ ----- Intermezzo Ende -----
+ Inner Loop: : PSI Inner Loop with Abbruchkriterium Residuum zu erreichen 4308252 und m_max 1
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 40.58 seconds
+ PhiAdjSO: : Starting ImplicitMidpointRule (Order=2)
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 32.46 seconds
+ PhiAdjSO: : 1:05.41 minutes
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 40.71 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 39.23 seconds
+ Initialization: 0.32 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 41.07 seconds
+ Inner Loop: : InnerCG resNorm : 2275121.5
+ Inner Loop: : Time needed for inner loop: 3:48.85 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 0 brauchte 1 = m innere Iterationen
+ Inner Loop: : 3:48.85 minutes
+ FWISO Subproblem: 5: d(0): Finished first / second inner loop ( 1, 1 steps )
+ *************************************
+ Residuumnorm 2: 2275121.5
+
+
+ Iteration Main Looop Counting Variable iter: 1
+
+ iteration: 1 PROBLEM Number: 0
+ FWISO problem 0: d(1)
+ shot: 0: Solving forward problem...
+ Initialization: 0.32 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 33.73 seconds
+ Assembling Linearized Operators
+ Assembling Linearized Operators
+ Done!
+ Done!
+ after NonlinearEvaluation 125779
+ Prä-Residuumnorm: 6250155.6
+ Inner Loop: : FIRST ORDER Inner Loop with Abbruchkriterium Residuum zu erreichen 1494215 und m_max 2
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.90 seconds
+ Initialization: 0.32 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 38.78 seconds
+ Inner Loop: : InnerCG resNorm : 4288747.3
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.91 seconds
+ Initialization: 0.30 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 38.47 seconds
+ Inner Loop: : InnerCG resNorm : 2755250.8
+ Inner Loop: : Time needed for inner loop: 2:21.91 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 1 brauchte 2 = m innere Iterationen
+ Inner Loop: : 2:21.91 minutes
+ Residuumnorm 1: 2755250.8
+ ----- Intermezzo: Change Operators and Recalculate Residuum -----
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 40.77 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 40.54 seconds
+ Initialization: 0.27 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 42.06 seconds
+ Intermezzo Residuum: 2799086.4
+ ----- Intermezzo Ende -----
+ Inner Loop: : PSI Inner Loop with Abbruchkriterium Residuum zu erreichen 1494215 und m_max 2
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 40.52 seconds
+ PhiAdjSO: : Starting ImplicitMidpointRule (Order=2)
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 32.35 seconds
+ PhiAdjSO: : 1:05.10 minutes
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 40.45 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 39.11 seconds
+ Initialization: 0.32 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 41.37 seconds
+ Inner Loop: : InnerCG resNorm : 2238015.3
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 40.21 seconds
+ PhiAdjSO: : Starting ImplicitMidpointRule (Order=2)
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 32.35 seconds
+ PhiAdjSO: : 1:05.40 minutes
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 40.56 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 39.85 seconds
+ Initialization: 0.32 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 41.34 seconds
+ Inner Loop: : InnerCG resNorm : 1786471.5
+ Inner Loop: : Time needed for inner loop: 7:41.00 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 0 brauchte 2 = m innere Iterationen
+ Inner Loop: : 7:41.00 minutes
+ FWISO Subproblem: 0: d(1): Finished first / second inner loop ( 2, 2 steps )
+ *************************************
+ Residuumnorm 2: 1786471.5
+
+ iteration: 1 PROBLEM Number: 1
+ FWISO problem 1: d(1)
+ shot: 1: Solving forward problem...
+ Initialization: 0.34 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.26 seconds
+ Assembling Linearized Operators
+ Assembling Linearized Operators
+ Done!
+ Done!
+ after NonlinearEvaluation 125856
+ Prä-Residuumnorm: 4694237.1
+ Inner Loop: : FIRST ORDER Inner Loop with Abbruchkriterium Residuum zu erreichen 1110115.6 und m_max 2
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.95 seconds
+ Initialization: 0.31 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 36.49 seconds
+ Inner Loop: : InnerCG resNorm : 2910738.3
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.86 seconds
+ Initialization: 0.31 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 36.74 seconds
+ Inner Loop: : InnerCG resNorm : 2274494.8
+ Inner Loop: : Time needed for inner loop: 2:17.88 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 1 brauchte 2 = m innere Iterationen
+ Inner Loop: : 2:17.88 minutes
+ Residuumnorm 1: 2274494.8
+ ----- Intermezzo: Change Operators and Recalculate Residuum -----
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 37.82 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 37.59 seconds
+ Initialization: 0.29 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 39.67 seconds
+ Intermezzo Residuum: 2286815.5
+ ----- Intermezzo Ende -----
+ Inner Loop: : PSI Inner Loop with Abbruchkriterium Residuum zu erreichen 1110115.6 und m_max 2
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 37.61 seconds
+ PhiAdjSO: : Starting ImplicitMidpointRule (Order=2)
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 32.34 seconds
+ PhiAdjSO: : 1:05.12 minutes
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 37.51 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 37.09 seconds
+ Initialization: 0.33 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 38.19 seconds
+ Inner Loop: : InnerCG resNorm : 1905146
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 37.35 seconds
+ PhiAdjSO: : Starting ImplicitMidpointRule (Order=2)
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 32.48 seconds
+ PhiAdjSO: : 1:05.32 minutes
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 37.59 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 36.60 seconds
+ Initialization: 0.35 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 38.36 seconds
+ Inner Loop: : InnerCG resNorm : 1467151.4
+ Inner Loop: : Time needed for inner loop: 7:17.00 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 0 brauchte 2 = m innere Iterationen
+ Inner Loop: : 7:17.00 minutes
+ FWISO Subproblem: 1: d(1): Finished first / second inner loop ( 2, 2 steps )
+ *************************************
+ Residuumnorm 2: 1467151.4
+
+ iteration: 1 PROBLEM Number: 2
+ FWISO problem 2: d(1)
+ shot: 2: Solving forward problem...
+ Initialization: 0.32 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 28.33 seconds
+ Assembling Linearized Operators
+ Assembling Linearized Operators
+ Done!
+ Done!
+ after NonlinearEvaluation 126662
+ Prä-Residuumnorm: 4121336.6
+ Inner Loop: : FIRST ORDER Inner Loop with Abbruchkriterium Residuum zu erreichen 888449.26 und m_max 2
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.88 seconds
+ Initialization: 0.30 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 34.53 seconds
+ Inner Loop: : InnerCG resNorm : 2946006.8
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.84 seconds
+ Initialization: 0.31 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 34.74 seconds
+ Inner Loop: : InnerCG resNorm : 2104824.7
+ Inner Loop: : Time needed for inner loop: 2:13.83 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 1 brauchte 2 = m innere Iterationen
+ Inner Loop: : 2:13.83 minutes
+ Residuumnorm 1: 2104824.7
+ ----- Intermezzo: Change Operators and Recalculate Residuum -----
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 35.34 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 35.13 seconds
+ Initialization: 0.34 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 36.76 seconds
+ Intermezzo Residuum: 2113741.8
+ ----- Intermezzo Ende -----
+ Inner Loop: : PSI Inner Loop with Abbruchkriterium Residuum zu erreichen 888449.26 und m_max 2
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 34.93 seconds
+ PhiAdjSO: : Starting ImplicitMidpointRule (Order=2)
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 32.32 seconds
+ PhiAdjSO: : 1:05.20 minutes
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 35.13 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 35.32 seconds
+ Initialization: 0.36 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 36.46 seconds
+ Inner Loop: : InnerCG resNorm : 1709840.5
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 35.00 seconds
+ PhiAdjSO: : Starting ImplicitMidpointRule (Order=2)
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 32.43 seconds
+ PhiAdjSO: : 1:05.31 minutes
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 34.94 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 35.08 seconds
+ Initialization: 0.32 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 36.31 seconds
+ Inner Loop: : InnerCG resNorm : 1380134.4
+ Inner Loop: : Time needed for inner loop: 6:57.27 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 0 brauchte 2 = m innere Iterationen
+ Inner Loop: : 6:57.27 minutes
+ FWISO Subproblem: 2: d(1): Finished first / second inner loop ( 2, 2 steps )
+ *************************************
+ Residuumnorm 2: 1380134.4
+
+ iteration: 1 PROBLEM Number: 3
+ FWISO problem 3: d(1)
+ shot: 3: Solving forward problem...
+ Initialization: 0.32 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 27.92 seconds
+ Assembling Linearized Operators
+ Assembling Linearized Operators
+ Done!
+ Done!
+ after NonlinearEvaluation 126713
+ Prä-Residuumnorm: 3649756.9
+ Inner Loop: : FIRST ORDER Inner Loop with Abbruchkriterium Residuum zu erreichen 1277975.4 und m_max 2
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.97 seconds
+ Initialization: 0.32 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 34.54 seconds
+ Inner Loop: : InnerCG resNorm : 2941795.7
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.83 seconds
+ Initialization: 0.31 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 34.60 seconds
+ Inner Loop: : InnerCG resNorm : 1800608.4
+ Inner Loop: : Time needed for inner loop: 2:13.75 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 1 brauchte 2 = m innere Iterationen
+ Inner Loop: : 2:13.75 minutes
+ Residuumnorm 1: 1800608.4
+ ----- Intermezzo: Change Operators and Recalculate Residuum -----
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 35.58 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 35.38 seconds
+ Initialization: 0.36 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 36.93 seconds
+ Intermezzo Residuum: 1796518.1
+ ----- Intermezzo Ende -----
+ Inner Loop: : PSI Inner Loop with Abbruchkriterium Residuum zu erreichen 1277975.4 und m_max 2
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 35.28 seconds
+ PhiAdjSO: : Starting ImplicitMidpointRule (Order=2)
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 32.35 seconds
+ PhiAdjSO: : 1:05.17 minutes
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 35.41 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 34.55 seconds
+ Initialization: 0.26 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 36.14 seconds
+ Inner Loop: : InnerCG resNorm : 1417038.3
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 35.29 seconds
+ PhiAdjSO: : Starting ImplicitMidpointRule (Order=2)
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 32.33 seconds
+ PhiAdjSO: : 1:05.24 minutes
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 35.27 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 35.10 seconds
+ Initialization: 0.35 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 36.31 seconds
+ Inner Loop: : InnerCG resNorm : 1224923.2
+ Inner Loop: : Time needed for inner loop: 7:00.00 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 0 brauchte 2 = m innere Iterationen
+ Inner Loop: : 7:00.00 minutes
+ FWISO Subproblem: 3: d(1): Finished first / second inner loop ( 2, 2 steps )
+ *************************************
+ Residuumnorm 2: 1224923.2
+
+ iteration: 1 PROBLEM Number: 4
+ FWISO problem 4: d(1)
+ shot: 4: Solving forward problem...
+ Initialization: 0.32 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.02 seconds
+ Assembling Linearized Operators
+ Assembling Linearized Operators
+ Done!
+ Done!
+ after NonlinearEvaluation 126891
+ Prä-Residuumnorm: 1780992.3
+ Inner Loop: : FIRST ORDER Inner Loop with Abbruchkriterium Residuum zu erreichen 733881.72 und m_max 2
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.83 seconds
+ Initialization: 0.32 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 36.49 seconds
+ Inner Loop: : InnerCG resNorm : 1439413.7
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.74 seconds
+ Initialization: 0.31 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 35.93 seconds
+ Inner Loop: : InnerCG resNorm : 1172858.1
+ Inner Loop: : Time needed for inner loop: 2:16.81 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 1 brauchte 2 = m innere Iterationen
+ Inner Loop: : 2:16.81 minutes
+ Residuumnorm 1: 1172858.1
+ ----- Intermezzo: Change Operators and Recalculate Residuum -----
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 37.41 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 37.18 seconds
+ Initialization: 0.34 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 39.05 seconds
+ Intermezzo Residuum: 1173072.2
+ ----- Intermezzo Ende -----
+ Inner Loop: : PSI Inner Loop with Abbruchkriterium Residuum zu erreichen 733881.72 und m_max 2
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 37.01 seconds
+ PhiAdjSO: : Starting ImplicitMidpointRule (Order=2)
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 32.30 seconds
+ PhiAdjSO: : 1:05.06 minutes
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 37.10 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 36.41 seconds
+ Initialization: 0.32 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 37.69 seconds
+ Inner Loop: : InnerCG resNorm : 1017876.9
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 37.06 seconds
+ PhiAdjSO: : Starting ImplicitMidpointRule (Order=2)
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 32.40 seconds
+ PhiAdjSO: : 1:05.23 minutes
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 37.11 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 36.28 seconds
+ Initialization: 0.32 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 37.92 seconds
+ Inner Loop: : InnerCG resNorm : 883372.13
+ Inner Loop: : Time needed for inner loop: 7:13.00 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 0 brauchte 2 = m innere Iterationen
+ Inner Loop: : 7:13.00 minutes
+ FWISO Subproblem: 4: d(1): Finished first / second inner loop ( 2, 2 steps )
+ *************************************
+ Residuumnorm 2: 883372.13
+
+ iteration: 1 PROBLEM Number: 5
+ FWISO problem 5: d(1)
+ shot: 5: Solving forward problem...
+ Initialization: 0.32 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 33.06 seconds
+ Assembling Linearized Operators
+ Assembling Linearized Operators
+ Done!
+ Done!
+ after NonlinearEvaluation 127017
+ Prä-Residuumnorm: 1853808.1
+ Inner Loop: : FIRST ORDER Inner Loop with Abbruchkriterium Residuum zu erreichen 797679.5 und m_max 2
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.73 seconds
+ Initialization: 0.30 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 38.90 seconds
+ Inner Loop: : InnerCG resNorm : 1528883.2
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.69 seconds
+ Initialization: 0.30 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 38.67 seconds
+ Inner Loop: : InnerCG resNorm : 1048648
+ Inner Loop: : Time needed for inner loop: 2:21.83 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 1 brauchte 2 = m innere Iterationen
+ Inner Loop: : 2:21.83 minutes
+ Residuumnorm 1: 1048648
+ ----- Intermezzo: Change Operators and Recalculate Residuum -----
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 40.10 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 39.80 seconds
+ Initialization: 0.33 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 41.69 seconds
+ Intermezzo Residuum: 1050921
+ ----- Intermezzo Ende -----
+ Inner Loop: : PSI Inner Loop with Abbruchkriterium Residuum zu erreichen 797679.5 und m_max 2
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 39.70 seconds
+ PhiAdjSO: : Starting ImplicitMidpointRule (Order=2)
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 32.22 seconds
+ PhiAdjSO: : 1:04.89 minutes
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 39.60 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 38.94 seconds
+ Initialization: 0.32 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 41.04 seconds
+ Inner Loop: : InnerCG resNorm : 848924.38
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 39.48 seconds
+ PhiAdjSO: : Starting ImplicitMidpointRule (Order=2)
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 32.32 seconds
+ PhiAdjSO: : 1:05.22 minutes
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 39.75 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 39.19 seconds
+ Initialization: 0.34 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 40.67 seconds
+ Inner Loop: : InnerCG resNorm : 729377.82
+ Inner Loop: : Time needed for inner loop: 7:32.22 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 0 brauchte 2 = m innere Iterationen
+ Inner Loop: : 7:32.22 minutes
+ FWISO Subproblem: 5: d(1): Finished first / second inner loop ( 2, 2 steps )
+ *************************************
+ Residuumnorm 2: 729377.82
+
+
+ Iteration Main Looop Counting Variable iter: 2
+
+ iteration: 2 PROBLEM Number: 0
+ FWISO problem 0: d(2)
+ shot: 0: Solving forward problem...
+ Initialization: 0.32 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 33.40 seconds
+ Assembling Linearized Operators
+ Assembling Linearized Operators
+ Done!
+ Done!
+ after NonlinearEvaluation 127187
+ Prä-Residuumnorm: 2317102.5
+ Inner Loop: : FIRST ORDER Inner Loop with Abbruchkriterium Residuum zu erreichen 1435524.3 und m_max 3
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.70 seconds
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 38.75 seconds
+ Inner Loop: : InnerCG resNorm : 1702211.1
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.61 seconds
+ Initialization: 0.29 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 38.47 seconds
+ Inner Loop: : InnerCG resNorm : 1303101.1
+ Inner Loop: : Time needed for inner loop: 2:21.37 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 1 brauchte 2 = m innere Iterationen
+ Inner Loop: : 2:21.37 minutes
+ Residuumnorm 1: 1303101.1
+ ----- Intermezzo: Change Operators and Recalculate Residuum -----
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 40.70 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 40.38 seconds
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 42.80 seconds
+ Intermezzo Residuum: 1303640.3
+ ----- Intermezzo Ende -----
+ Inner Loop: : PSI Inner Loop with Abbruchkriterium Residuum zu erreichen 1435524.3 und m_max 3
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 40.34 seconds
+ PhiAdjSO: : Starting ImplicitMidpointRule (Order=2)
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 32.10 seconds
+ PhiAdjSO: : 1:04.68 minutes
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 40.29 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 38.92 seconds
+ Initialization: 0.31 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 41.14 seconds
+ Inner Loop: : InnerCG resNorm : 1139703.4
+ Inner Loop: : Time needed for inner loop: 3:47.22 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 0 brauchte 1 = m innere Iterationen
+ Inner Loop: : 3:47.22 minutes
+ FWISO Subproblem: 0: d(2): Finished first / second inner loop ( 2, 1 steps )
+ *************************************
+ Residuumnorm 2: 1139703.4
+
+ iteration: 2 PROBLEM Number: 1
+ FWISO problem 1: d(2)
+ shot: 1: Solving forward problem...
+ Initialization: 0.34 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.27 seconds
+ Assembling Linearized Operators
+ Assembling Linearized Operators
+ Done!
+ Done!
+ after NonlinearEvaluation 127260
+ Prä-Residuumnorm: 2756891.4
+ Inner Loop: : FIRST ORDER Inner Loop with Abbruchkriterium Residuum zu erreichen 1704427.1 und m_max 3
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.60 seconds
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 36.16 seconds
+ Inner Loop: : InnerCG resNorm : 1524421.6
+ Inner Loop: : Time needed for inner loop: 1:08.17 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 1 brauchte 1 = m innere Iterationen
+ Inner Loop: : 1:08.17 minutes
+ Residuumnorm 1: 1524421.6
+ ----- Intermezzo: Change Operators and Recalculate Residuum -----
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 37.32 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 37.21 seconds
+ Initialization: 0.32 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 38.77 seconds
+ Intermezzo Residuum: 1521251.2
+ ----- Intermezzo Ende -----
+ Inner Loop: : PSI Inner Loop with Abbruchkriterium Residuum zu erreichen 1704427.1 und m_max 3
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 37.05 seconds
+ PhiAdjSO: : Starting ImplicitMidpointRule (Order=2)
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 32.18 seconds
+ PhiAdjSO: : 1:04.71 minutes
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 37.01 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 36.76 seconds
+ Initialization: 0.30 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 38.28 seconds
+ Inner Loop: : InnerCG resNorm : 1247895.4
+ Inner Loop: : Time needed for inner loop: 3:35.68 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 0 brauchte 1 = m innere Iterationen
+ Inner Loop: : 3:35.68 minutes
+ FWISO Subproblem: 1: d(2): Finished first / second inner loop ( 1, 1 steps )
+ *************************************
+ Residuumnorm 2: 1247895.4
+
+ iteration: 2 PROBLEM Number: 2
+ FWISO problem 2: d(2)
+ shot: 2: Solving forward problem...
+ Initialization: 0.32 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 28.22 seconds
+ Assembling Linearized Operators
+ Assembling Linearized Operators
+ Done!
+ Done!
+ after NonlinearEvaluation 127360
+ Prä-Residuumnorm: 1975958.7
+ Inner Loop: : FIRST ORDER Inner Loop with Abbruchkriterium Residuum zu erreichen 1200961.1 und m_max 3
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.63 seconds
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 34.64 seconds
+ Inner Loop: : InnerCG resNorm : 1223482.1
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.56 seconds
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 34.16 seconds
+ Inner Loop: : InnerCG resNorm : 1011086.8
+ Inner Loop: : Time needed for inner loop: 2:12.83 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 1 brauchte 2 = m innere Iterationen
+ Inner Loop: : 2:12.83 minutes
+ Residuumnorm 1: 1011086.8
+ ----- Intermezzo: Change Operators and Recalculate Residuum -----
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 35.52 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 35.42 seconds
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 37.02 seconds
+ Intermezzo Residuum: 1010505.9
+ ----- Intermezzo Ende -----
+ Inner Loop: : PSI Inner Loop with Abbruchkriterium Residuum zu erreichen 1200961.1 und m_max 3
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 35.25 seconds
+ PhiAdjSO: : Starting ImplicitMidpointRule (Order=2)
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 32.14 seconds
+ PhiAdjSO: : 1:04.71 minutes
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 35.39 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 34.95 seconds
+ Initialization: 0.31 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 36.37 seconds
+ Inner Loop: : InnerCG resNorm : 891548.17
+ Inner Loop: : Time needed for inner loop: 3:28.45 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 0 brauchte 1 = m innere Iterationen
+ Inner Loop: : 3:28.45 minutes
+ FWISO Subproblem: 2: d(2): Finished first / second inner loop ( 2, 1 steps )
+ *************************************
+ Residuumnorm 2: 891548.17
+
+ iteration: 2 PROBLEM Number: 3
+ FWISO problem 3: d(2)
+ shot: 3: Solving forward problem...
+ Initialization: 0.34 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 28.06 seconds
+ Assembling Linearized Operators
+ Assembling Linearized Operators
+ Done!
+ Done!
+ after NonlinearEvaluation 127464
+ Prä-Residuumnorm: 1589865
+ Inner Loop: : FIRST ORDER Inner Loop with Abbruchkriterium Residuum zu erreichen 1073281 und m_max 3
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.61 seconds
+ Initialization: 0.29 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 34.34 seconds
+ Inner Loop: : InnerCG resNorm : 1124559.5
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.52 seconds
+ Initialization: 0.29 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 34.12 seconds
+ Inner Loop: : InnerCG resNorm : 934290.6
+ Inner Loop: : Time needed for inner loop: 2:12.40 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 1 brauchte 2 = m innere Iterationen
+ Inner Loop: : 2:12.40 minutes
+ Residuumnorm 1: 934290.6
+ ----- Intermezzo: Change Operators and Recalculate Residuum -----
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 35.35 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 35.23 seconds
+ Initialization: 0.32 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 36.79 seconds
+ Intermezzo Residuum: 934817.2
+ ----- Intermezzo Ende -----
+ Inner Loop: : PSI Inner Loop with Abbruchkriterium Residuum zu erreichen 1073281 und m_max 3
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 35.13 seconds
+ PhiAdjSO: : Starting ImplicitMidpointRule (Order=2)
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 32.20 seconds
+ PhiAdjSO: : 1:04.89 minutes
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 35.01 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 34.77 seconds
+ Initialization: 0.30 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 35.83 seconds
+ Inner Loop: : InnerCG resNorm : 840363.47
+ Inner Loop: : Time needed for inner loop: 3:27.36 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 0 brauchte 1 = m innere Iterationen
+ Inner Loop: : 3:27.36 minutes
+ FWISO Subproblem: 3: d(2): Finished first / second inner loop ( 2, 1 steps )
+ *************************************
+ Residuumnorm 2: 840363.47
+
+ iteration: 2 PROBLEM Number: 4
+ FWISO problem 4: d(2)
+ shot: 4: Solving forward problem...
+ Initialization: 0.32 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 29.87 seconds
+ Assembling Linearized Operators
+ Assembling Linearized Operators
+ Done!
+ Done!
+ after NonlinearEvaluation 127539
+ Prä-Residuumnorm: 1493070.3
+ Inner Loop: : FIRST ORDER Inner Loop with Abbruchkriterium Residuum zu erreichen 1054154.9 und m_max 3
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.57 seconds
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 36.05 seconds
+ Inner Loop: : InnerCG resNorm : 969839.07
+ Inner Loop: : Time needed for inner loop: 1:08.04 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 1 brauchte 1 = m innere Iterationen
+ Inner Loop: : 1:08.04 minutes
+ Residuumnorm 1: 969839.07
+ ----- Intermezzo: Change Operators and Recalculate Residuum -----
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 37.31 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 37.13 seconds
+ Initialization: 0.32 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 38.91 seconds
+ Intermezzo Residuum: 967717.64
+ ----- Intermezzo Ende -----
+ Inner Loop: : PSI Inner Loop with Abbruchkriterium Residuum zu erreichen 1054154.9 und m_max 3
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 36.94 seconds
+ PhiAdjSO: : Starting ImplicitMidpointRule (Order=2)
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 32.14 seconds
+ PhiAdjSO: : 1:04.72 minutes
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 36.88 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 36.35 seconds
+ Initialization: 0.31 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 38.04 seconds
+ Inner Loop: : InnerCG resNorm : 815016.06
+ Inner Loop: : Time needed for inner loop: 3:34.69 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 0 brauchte 1 = m innere Iterationen
+ Inner Loop: : 3:34.69 minutes
+ FWISO Subproblem: 4: d(2): Finished first / second inner loop ( 1, 1 steps )
+ *************************************
+ Residuumnorm 2: 815016.06
+
+ iteration: 2 PROBLEM Number: 5
+ FWISO problem 5: d(2)
+ shot: 5: Solving forward problem...
+ Initialization: 0.32 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 33.00 seconds
+ Assembling Linearized Operators
+ Assembling Linearized Operators
+ Done!
+ Done!
+ after NonlinearEvaluation 127674
+ Prä-Residuumnorm: 889354.95
+ Inner Loop: : FIRST ORDER Inner Loop with Abbruchkriterium Residuum zu erreichen 636018.81 und m_max 3
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.60 seconds
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 38.31 seconds
+ Inner Loop: : InnerCG resNorm : 708961.38
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.58 seconds
+ Initialization: 0.29 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 38.57 seconds
+ Inner Loop: : InnerCG resNorm : 631309.28
+ Inner Loop: : Time needed for inner loop: 2:20.90 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 1 brauchte 2 = m innere Iterationen
+ Inner Loop: : 2:20.90 minutes
+ Residuumnorm 1: 631309.28
+ ----- Intermezzo: Change Operators and Recalculate Residuum -----
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 40.07 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 39.93 seconds
+ Initialization: 0.27 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 41.71 seconds
+ Intermezzo Residuum: 631401.04
+ ----- Intermezzo Ende -----
+ Inner Loop: : PSI Inner Loop with Abbruchkriterium Residuum zu erreichen 636018.81 und m_max 3
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 39.82 seconds
+ PhiAdjSO: : Starting ImplicitMidpointRule (Order=2)
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 32.19 seconds
+ PhiAdjSO: : 1:04.89 minutes
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 39.71 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 38.80 seconds
+ Initialization: 0.27 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 40.69 seconds
+ Inner Loop: : InnerCG resNorm : 583905.98
+ Inner Loop: : Time needed for inner loop: 3:45.71 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 0 brauchte 1 = m innere Iterationen
+ Inner Loop: : 3:45.71 minutes
+ FWISO Subproblem: 5: d(2): Finished first / second inner loop ( 2, 1 steps )
+ *************************************
+ Residuumnorm 2: 583905.98
+
+
+ Iteration Main Looop Counting Variable iter: 3
+
+ iteration: 3 PROBLEM Number: 0
+ FWISO problem 0: d(3)
+ shot: 0: Solving forward problem...
+ Initialization: 0.34 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 33.51 seconds
+ Assembling Linearized Operators
+ Assembling Linearized Operators
+ Done!
+ Done!
+ after NonlinearEvaluation 127739
+ Prä-Residuumnorm: 1375939.1
+ Inner Loop: : FIRST ORDER Inner Loop with Abbruchkriterium Residuum zu erreichen 767197.2 und m_max 4
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.62 seconds
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 38.86 seconds
+ Inner Loop: : InnerCG resNorm : 1172048.4
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.54 seconds
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 38.64 seconds
+ Inner Loop: : InnerCG resNorm : 931796.71
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.57 seconds
+ Initialization: 0.29 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 38.40 seconds
+ Inner Loop: : InnerCG resNorm : 762709.21
+ Inner Loop: : Time needed for inner loop: 3:31.88 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 1 brauchte 3 = m innere Iterationen
+ Inner Loop: : 3:31.88 minutes
+ Residuumnorm 1: 762709.21
+ ----- Intermezzo: Change Operators and Recalculate Residuum -----
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 40.65 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 40.48 seconds
+ Initialization: 0.32 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 42.34 seconds
+ Intermezzo Residuum: 760475.82
+ ----- Intermezzo Ende -----
+ Inner Loop: : PSI Inner Loop with Abbruchkriterium Residuum zu erreichen 767197.2 und m_max 3
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 40.39 seconds
+ PhiAdjSO: : Starting ImplicitMidpointRule (Order=2)
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 32.16 seconds
+ PhiAdjSO: : 1:04.72 minutes
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 40.33 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 38.76 seconds
+ Initialization: 0.27 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 41.09 seconds
+ Inner Loop: : InnerCG resNorm : 695435.95
+ Inner Loop: : Time needed for inner loop: 3:47.09 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 0 brauchte 1 = m innere Iterationen
+ Inner Loop: : 3:47.09 minutes
+ FWISO Subproblem: 0: d(3): Finished first / second inner loop ( 3, 1 steps )
+ *************************************
+ Residuumnorm 2: 695435.95
+
+ iteration: 3 PROBLEM Number: 1
+ FWISO problem 1: d(3)
+ shot: 1: Solving forward problem...
+ Initialization: 0.32 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.44 seconds
+ Assembling Linearized Operators
+ Assembling Linearized Operators
+ Done!
+ Done!
+ after NonlinearEvaluation 127789
+ Prä-Residuumnorm: 1578800.4
+ Inner Loop: : FIRST ORDER Inner Loop with Abbruchkriterium Residuum zu erreichen 878473.17 und m_max 3
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.54 seconds
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 36.15 seconds
+ Inner Loop: : InnerCG resNorm : 1119769.3
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.46 seconds
+ Initialization: 0.29 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 36.11 seconds
+ Inner Loop: : InnerCG resNorm : 912561.71
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.50 seconds
+ Initialization: 0.29 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 36.27 seconds
+ Inner Loop: : InnerCG resNorm : 684010.05
+ Inner Loop: : Time needed for inner loop: 3:24.28 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 1 brauchte 3 = m innere Iterationen
+ Inner Loop: : 3:24.28 minutes
+ Residuumnorm 1: 684010.05
+ ----- Intermezzo: Change Operators and Recalculate Residuum -----
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 36.87 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 36.74 seconds
+ Initialization: 0.27 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 38.89 seconds
+ Intermezzo Residuum: 683897.49
+ ----- Intermezzo Ende -----
+ Inner Loop: : PSI Inner Loop with Abbruchkriterium Residuum zu erreichen 878473.17 und m_max 3
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 36.74 seconds
+ PhiAdjSO: : Starting ImplicitMidpointRule (Order=2)
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 32.20 seconds
+ PhiAdjSO: : 1:04.72 minutes
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 36.67 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 36.60 seconds
+ Initialization: 0.31 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 38.17 seconds
+ Inner Loop: : InnerCG resNorm : 598817.11
+ Inner Loop: : Time needed for inner loop: 3:34.56 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 0 brauchte 1 = m innere Iterationen
+ Inner Loop: : 3:34.56 minutes
+ FWISO Subproblem: 1: d(3): Finished first / second inner loop ( 3, 1 steps )
+ *************************************
+ Residuumnorm 2: 598817.11
+
+ iteration: 3 PROBLEM Number: 2
+ FWISO problem 2: d(3)
+ shot: 2: Solving forward problem...
+ Initialization: 0.32 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 28.28 seconds
+ Assembling Linearized Operators
+ Assembling Linearized Operators
+ Done!
+ Done!
+ after NonlinearEvaluation 127882
+ Prä-Residuumnorm: 1334927.5
+ Inner Loop: : FIRST ORDER Inner Loop with Abbruchkriterium Residuum zu erreichen 730215.88 und m_max 4
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.54 seconds
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 34.51 seconds
+ Inner Loop: : InnerCG resNorm : 945489.5
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.47 seconds
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 34.13 seconds
+ Inner Loop: : InnerCG resNorm : 801305.42
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.49 seconds
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 34.56 seconds
+ Inner Loop: : InnerCG resNorm : 646197.1
+ Inner Loop: : Time needed for inner loop: 3:18.96 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 1 brauchte 3 = m innere Iterationen
+ Inner Loop: : 3:18.96 minutes
+ Residuumnorm 1: 646197.1
+ ----- Intermezzo: Change Operators and Recalculate Residuum -----
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 35.36 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 35.17 seconds
+ Initialization: 0.29 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 36.91 seconds
+ Intermezzo Residuum: 645500.69
+ ----- Intermezzo Ende -----
+ Inner Loop: : PSI Inner Loop with Abbruchkriterium Residuum zu erreichen 730215.88 und m_max 3
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 35.16 seconds
+ PhiAdjSO: : Starting ImplicitMidpointRule (Order=2)
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 32.15 seconds
+ PhiAdjSO: : 1:04.73 minutes
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 35.09 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 34.44 seconds
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 36.23 seconds
+ Inner Loop: : InnerCG resNorm : 576588.62
+ Inner Loop: : Time needed for inner loop: 3:27.32 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 0 brauchte 1 = m innere Iterationen
+ Inner Loop: : 3:27.32 minutes
+ FWISO Subproblem: 2: d(3): Finished first / second inner loop ( 3, 1 steps )
+ *************************************
+ Residuumnorm 2: 576588.62
+
+ iteration: 3 PROBLEM Number: 3
+ FWISO problem 3: d(3)
+ shot: 3: Solving forward problem...
+ Initialization: 0.32 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 27.93 seconds
+ Assembling Linearized Operators
+ Assembling Linearized Operators
+ Done!
+ Done!
+ after NonlinearEvaluation 128005
+ Prä-Residuumnorm: 1214638
+ Inner Loop: : FIRST ORDER Inner Loop with Abbruchkriterium Residuum zu erreichen 737976.52 und m_max 4
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.46 seconds
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 34.19 seconds
+ Inner Loop: : InnerCG resNorm : 1005785.4
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.45 seconds
+ Initialization: 0.29 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 34.27 seconds
+ Inner Loop: : InnerCG resNorm : 780586.8
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.45 seconds
+ Initialization: 0.29 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 34.33 seconds
+ Inner Loop: : InnerCG resNorm : 656553.15
+ Inner Loop: : Time needed for inner loop: 3:18.38 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 1 brauchte 3 = m innere Iterationen
+ Inner Loop: : 3:18.38 minutes
+ Residuumnorm 1: 656553.15
+ ----- Intermezzo: Change Operators and Recalculate Residuum -----
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 34.96 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 34.81 seconds
+ Initialization: 0.29 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 36.32 seconds
+ Intermezzo Residuum: 656977.04
+ ----- Intermezzo Ende -----
+ Inner Loop: : PSI Inner Loop with Abbruchkriterium Residuum zu erreichen 737976.52 und m_max 3
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 34.79 seconds
+ PhiAdjSO: : Starting ImplicitMidpointRule (Order=2)
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 32.08 seconds
+ PhiAdjSO: : 1:04.63 minutes
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 34.71 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 34.67 seconds
+ Initialization: 0.30 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 36.02 seconds
+ Inner Loop: : InnerCG resNorm : 594676.58
+ Inner Loop: : Time needed for inner loop: 3:26.54 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 0 brauchte 1 = m innere Iterationen
+ Inner Loop: : 3:26.54 minutes
+ FWISO Subproblem: 3: d(3): Finished first / second inner loop ( 3, 1 steps )
+ *************************************
+ Residuumnorm 2: 594676.58
+
+ iteration: 3 PROBLEM Number: 4
+ FWISO problem 4: d(3)
+ shot: 4: Solving forward problem...
+ Initialization: 0.32 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 29.98 seconds
+ Assembling Linearized Operators
+ Assembling Linearized Operators
+ Done!
+ Done!
+ after NonlinearEvaluation 128093
+ Prä-Residuumnorm: 1189150.5
+ Inner Loop: : FIRST ORDER Inner Loop with Abbruchkriterium Residuum zu erreichen 755620.14 und m_max 3
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.53 seconds
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 36.10 seconds
+ Inner Loop: : InnerCG resNorm : 884373.38
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.47 seconds
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 35.94 seconds
+ Inner Loop: : InnerCG resNorm : 725588.32
+ Inner Loop: : Time needed for inner loop: 2:15.87 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 1 brauchte 2 = m innere Iterationen
+ Inner Loop: : 2:15.87 minutes
+ Residuumnorm 1: 725588.32
+ ----- Intermezzo: Change Operators and Recalculate Residuum -----
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 36.63 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 36.49 seconds
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 38.44 seconds
+ Intermezzo Residuum: 725084.13
+ ----- Intermezzo Ende -----
+ Inner Loop: : PSI Inner Loop with Abbruchkriterium Residuum zu erreichen 755620.14 und m_max 3
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 36.40 seconds
+ PhiAdjSO: : Starting ImplicitMidpointRule (Order=2)
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 32.14 seconds
+ PhiAdjSO: : 1:04.80 minutes
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 36.43 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 35.95 seconds
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 37.50 seconds
+ Inner Loop: : InnerCG resNorm : 642753.65
+ Inner Loop: : Time needed for inner loop: 3:32.78 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 0 brauchte 1 = m innere Iterationen
+ Inner Loop: : 3:32.78 minutes
+ FWISO Subproblem: 4: d(3): Finished first / second inner loop ( 2, 1 steps )
+ *************************************
+ Residuumnorm 2: 642753.65
+
+ iteration: 3 PROBLEM Number: 5
+ FWISO problem 5: d(3)
+ shot: 5: Solving forward problem...
+ Initialization: 0.32 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 32.78 seconds
+ Assembling Linearized Operators
+ Assembling Linearized Operators
+ Done!
+ Done!
+ after NonlinearEvaluation 128230
+ Prä-Residuumnorm: 744770.65
+ Inner Loop: : FIRST ORDER Inner Loop with Abbruchkriterium Residuum zu erreichen 479357.91 und m_max 4
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.45 seconds
+ Initialization: 0.29 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 38.76 seconds
+ Inner Loop: : InnerCG resNorm : 639465.1
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.43 seconds
+ Initialization: 0.29 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 38.50 seconds
+ Inner Loop: : InnerCG resNorm : 570751.45
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.45 seconds
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 38.18 seconds
+ Inner Loop: : InnerCG resNorm : 507058.63
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.42 seconds
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 38.62 seconds
+ Inner Loop: : InnerCG resNorm : 428259.66
+ Inner Loop: : Time needed for inner loop: 4:41.48 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 1 brauchte 4 = m innere Iterationen
+ Inner Loop: : 4:41.48 minutes
+ Residuumnorm 1: 428259.66
+ ----- Intermezzo: Change Operators and Recalculate Residuum -----
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 40.27 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 40.06 seconds
+ Initialization: 0.29 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 42.22 seconds
+ Intermezzo Residuum: 428238.83
+ ----- Intermezzo Ende -----
+ Inner Loop: : PSI Inner Loop with Abbruchkriterium Residuum zu erreichen 479357.91 und m_max 3
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 40.09 seconds
+ PhiAdjSO: : Starting ImplicitMidpointRule (Order=2)
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 32.13 seconds
+ PhiAdjSO: : 1:04.71 minutes
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 40.01 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 38.35 seconds
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 40.65 seconds
+ Inner Loop: : InnerCG resNorm : 398633.93
+ Inner Loop: : Time needed for inner loop: 3:45.59 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 0 brauchte 1 = m innere Iterationen
+ Inner Loop: : 3:45.59 minutes
+ FWISO Subproblem: 5: d(3): Finished first / second inner loop ( 4, 1 steps )
+ *************************************
+ Residuumnorm 2: 398633.93
+
+
+ Iteration Main Looop Counting Variable iter: 4
+
+ iteration: 4 PROBLEM Number: 0
+ FWISO problem 0: d(4)
+ shot: 0: Solving forward problem...
+ Initialization: 0.32 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 33.37 seconds
+ Assembling Linearized Operators
+ Assembling Linearized Operators
+ Done!
+ Done!
+ after NonlinearEvaluation 128318
+ Prä-Residuumnorm: 954529.66
+ Inner Loop: : FIRST ORDER Inner Loop with Abbruchkriterium Residuum zu erreichen 672994.82 und m_max 5
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.47 seconds
+ Initialization: 0.27 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 39.12 seconds
+ Inner Loop: : InnerCG resNorm : 806896.95
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.45 seconds
+ Initialization: 0.29 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 38.44 seconds
+ Inner Loop: : InnerCG resNorm : 689840.62
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.45 seconds
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 38.51 seconds
+ Inner Loop: : InnerCG resNorm : 616582.94
+ Inner Loop: : Time needed for inner loop: 3:31.69 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 1 brauchte 3 = m innere Iterationen
+ Inner Loop: : 3:31.69 minutes
+ Residuumnorm 1: 616582.94
+ ----- Intermezzo: Change Operators and Recalculate Residuum -----
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 40.63 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 40.51 seconds
+ Initialization: 0.27 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 42.35 seconds
+ Intermezzo Residuum: 616481.43
+ ----- Intermezzo Ende -----
+ Inner Loop: : PSI Inner Loop with Abbruchkriterium Residuum zu erreichen 479004.67 und m_max 2
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 40.47 seconds
+ PhiAdjSO: : Starting ImplicitMidpointRule (Order=2)
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 32.15 seconds
+ PhiAdjSO: : 1:04.63 minutes
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 40.47 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 38.59 seconds
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 40.77 seconds
+ Inner Loop: : InnerCG resNorm : 581691.1
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 40.46 seconds
+ PhiAdjSO: : Starting ImplicitMidpointRule (Order=2)
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 32.13 seconds
+ PhiAdjSO: : 1:04.73 minutes
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 40.67 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 39.06 seconds
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 40.90 seconds
+ Inner Loop: : InnerCG resNorm : 546086.09
+ Inner Loop: : Time needed for inner loop: 7:37.00 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 0 brauchte 2 = m innere Iterationen
+ Inner Loop: : 7:37.00 minutes
+ FWISO Subproblem: 0: d(4): Finished first / second inner loop ( 3, 2 steps )
+ *************************************
+ Residuumnorm 2: 546086.09
+
+ iteration: 4 PROBLEM Number: 1
+ FWISO problem 1: d(4)
+ shot: 1: Solving forward problem...
+ Initialization: 0.32 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.00 seconds
+ Assembling Linearized Operators
+ Assembling Linearized Operators
+ Done!
+ Done!
+ after NonlinearEvaluation 128371
+ Prä-Residuumnorm: 1054481.3
+ Inner Loop: : FIRST ORDER Inner Loop with Abbruchkriterium Residuum zu erreichen 898565.08 und m_max 4
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.52 seconds
+ Initialization: 0.29 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 35.91 seconds
+ Inner Loop: : InnerCG resNorm : 757505.82
+ Inner Loop: : Time needed for inner loop: 1:07.84 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 1 brauchte 1 = m innere Iterationen
+ Inner Loop: : 1:07.84 minutes
+ Residuumnorm 1: 757505.82
+ ----- Intermezzo: Change Operators and Recalculate Residuum -----
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 36.90 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 36.80 seconds
+ Initialization: 0.32 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 38.82 seconds
+ Intermezzo Residuum: 757365.69
+ ----- Intermezzo Ende -----
+ Inner Loop: : PSI Inner Loop with Abbruchkriterium Residuum zu erreichen 528059.3 und m_max 2
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 36.85 seconds
+ PhiAdjSO: : Starting ImplicitMidpointRule (Order=2)
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 32.13 seconds
+ PhiAdjSO: : 1:04.59 minutes
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 36.67 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 36.37 seconds
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 37.94 seconds
+ Inner Loop: : InnerCG resNorm : 682173.28
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 36.79 seconds
+ PhiAdjSO: : Starting ImplicitMidpointRule (Order=2)
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 32.20 seconds
+ PhiAdjSO: : 1:04.83 minutes
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 36.71 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 36.06 seconds
+ Initialization: 0.31 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 37.97 seconds
+ Inner Loop: : InnerCG resNorm : 500455.88
+ Inner Loop: : Time needed for inner loop: 7:11.00 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 0 brauchte 2 = m innere Iterationen
+ Inner Loop: : 7:11.00 minutes
+ FWISO Subproblem: 1: d(4): Finished first / second inner loop ( 1, 2 steps )
+ *************************************
+ Residuumnorm 2: 500455.88
+
+ iteration: 4 PROBLEM Number: 2
+ FWISO problem 2: d(4)
+ shot: 2: Solving forward problem...
+ Initialization: 0.32 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 28.01 seconds
+ Assembling Linearized Operators
+ Assembling Linearized Operators
+ Done!
+ Done!
+ after NonlinearEvaluation 128483
+ Prä-Residuumnorm: 1066359.5
+ Inner Loop: : FIRST ORDER Inner Loop with Abbruchkriterium Residuum zu erreichen 744324.53 und m_max 5
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.49 seconds
+ Initialization: 0.29 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 34.49 seconds
+ Inner Loop: : InnerCG resNorm : 738583.41
+ Inner Loop: : Time needed for inner loop: 1:06.38 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 1 brauchte 1 = m innere Iterationen
+ Inner Loop: : 1:06.38 minutes
+ Residuumnorm 1: 738583.41
+ ----- Intermezzo: Change Operators and Recalculate Residuum -----
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 35.35 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 35.25 seconds
+ Initialization: 0.27 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 36.96 seconds
+ Intermezzo Residuum: 739020.92
+ ----- Intermezzo Ende -----
+ Inner Loop: : PSI Inner Loop with Abbruchkriterium Residuum zu erreichen 524976.35 und m_max 2
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 35.21 seconds
+ PhiAdjSO: : Starting ImplicitMidpointRule (Order=2)
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 32.12 seconds
+ PhiAdjSO: : 1:04.61 minutes
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 35.19 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 34.48 seconds
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 36.04 seconds
+ Inner Loop: : InnerCG resNorm : 644617.09
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 35.38 seconds
+ PhiAdjSO: : Starting ImplicitMidpointRule (Order=2)
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 32.21 seconds
+ PhiAdjSO: : 1:04.76 minutes
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 35.09 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 34.53 seconds
+ Initialization: 0.31 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 36.20 seconds
+ Inner Loop: : InnerCG resNorm : 532296.28
+ Inner Loop: : Time needed for inner loop: 6:57.00 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 0 brauchte 2 = m innere Iterationen
+ Inner Loop: : 6:57.00 minutes
+ FWISO Subproblem: 2: d(4): Finished first / second inner loop ( 1, 2 steps )
+ *************************************
+ Residuumnorm 2: 532296.28
+
+ iteration: 4 PROBLEM Number: 3
+ FWISO problem 3: d(4)
+ shot: 3: Solving forward problem...
+ Initialization: 0.32 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 27.73 seconds
+ Assembling Linearized Operators
+ Assembling Linearized Operators
+ Done!
+ Done!
+ after NonlinearEvaluation 128678
+ Prä-Residuumnorm: 993358.32
+ Inner Loop: : FIRST ORDER Inner Loop with Abbruchkriterium Residuum zu erreichen 733475.32 und m_max 5
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.44 seconds
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 34.17 seconds
+ Inner Loop: : InnerCG resNorm : 808684.62
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.41 seconds
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 34.27 seconds
+ Inner Loop: : InnerCG resNorm : 638507.75
+ Inner Loop: : Time needed for inner loop: 2:12.11 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 1 brauchte 2 = m innere Iterationen
+ Inner Loop: : 2:12.11 minutes
+ Residuumnorm 1: 638507.75
+ ----- Intermezzo: Change Operators and Recalculate Residuum -----
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 34.64 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 34.57 seconds
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 36.37 seconds
+ Intermezzo Residuum: 638544.13
+ ----- Intermezzo Ende -----
+ Inner Loop: : PSI Inner Loop with Abbruchkriterium Residuum zu erreichen 543180.44 und m_max 2
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 34.56 seconds
+ PhiAdjSO: : Starting ImplicitMidpointRule (Order=2)
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 32.12 seconds
+ PhiAdjSO: : 1:04.59 minutes
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 34.51 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 34.29 seconds
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 35.64 seconds
+ Inner Loop: : InnerCG resNorm : 580502.33
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 34.61 seconds
+ PhiAdjSO: : Starting ImplicitMidpointRule (Order=2)
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 32.18 seconds
+ PhiAdjSO: : 1:04.73 minutes
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 34.44 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 34.38 seconds
+ Initialization: 0.26 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 35.77 seconds
+ Inner Loop: : InnerCG resNorm : 523436.01
+ Inner Loop: : Time needed for inner loop: 6:54.00 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 0 brauchte 2 = m innere Iterationen
+ Inner Loop: : 6:54.00 minutes
+ FWISO Subproblem: 3: d(4): Finished first / second inner loop ( 2, 2 steps )
+ *************************************
+ Residuumnorm 2: 523436.01
+
+ iteration: 4 PROBLEM Number: 4
+ FWISO problem 4: d(4)
+ shot: 4: Solving forward problem...
+ Initialization: 0.32 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 29.79 seconds
+ Assembling Linearized Operators
+ Assembling Linearized Operators
+ Done!
+ Done!
+ after NonlinearEvaluation 128777
+ Prä-Residuumnorm: 977666.36
+ Inner Loop: : FIRST ORDER Inner Loop with Abbruchkriterium Residuum zu erreichen 799451.73 und m_max 3
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.44 seconds
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 35.96 seconds
+ Inner Loop: : InnerCG resNorm : 728882.04
+ Inner Loop: : Time needed for inner loop: 1:07.82 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 1 brauchte 1 = m innere Iterationen
+ Inner Loop: : 1:07.82 minutes
+ Residuumnorm 1: 728882.04
+ ----- Intermezzo: Change Operators and Recalculate Residuum -----
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 36.87 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 36.74 seconds
+ Initialization: 0.29 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 38.71 seconds
+ Intermezzo Residuum: 728510.4
+ ----- Intermezzo Ende -----
+ Inner Loop: : PSI Inner Loop with Abbruchkriterium Residuum zu erreichen 559113.38 und m_max 2
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 36.71 seconds
+ PhiAdjSO: : Starting ImplicitMidpointRule (Order=2)
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 32.06 seconds
+ PhiAdjSO: : 1:04.62 minutes
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 36.67 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 36.29 seconds
+ Initialization: 0.30 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 37.90 seconds
+ Inner Loop: : InnerCG resNorm : 651206.53
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 36.81 seconds
+ PhiAdjSO: : Starting ImplicitMidpointRule (Order=2)
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 32.23 seconds
+ PhiAdjSO: : 1:04.81 minutes
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 36.71 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 36.02 seconds
+ Initialization: 0.26 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 37.55 seconds
+ Inner Loop: : InnerCG resNorm : 519059.33
+ Inner Loop: : Time needed for inner loop: 7:10.00 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 0 brauchte 2 = m innere Iterationen
+ Inner Loop: : 7:10.00 minutes
+ FWISO Subproblem: 4: d(4): Finished first / second inner loop ( 1, 2 steps )
+ *************************************
+ Residuumnorm 2: 519059.33
+
+ iteration: 4 PROBLEM Number: 5
+ FWISO problem 5: d(4)
+ shot: 5: Solving forward problem...
+ Initialization: 0.32 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 32.89 seconds
+ Assembling Linearized Operators
+ Assembling Linearized Operators
+ Done!
+ Done!
+ after NonlinearEvaluation 128865
+ Prä-Residuumnorm: 649694.43
+ Inner Loop: : FIRST ORDER Inner Loop with Abbruchkriterium Residuum zu erreichen 533929.14 und m_max 6
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.43 seconds
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 38.82 seconds
+ Inner Loop: : InnerCG resNorm : 545344
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.39 seconds
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 38.54 seconds
+ Inner Loop: : InnerCG resNorm : 478697.41
+ Inner Loop: : Time needed for inner loop: 2:21.01 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 1 brauchte 2 = m innere Iterationen
+ Inner Loop: : 2:21.01 minutes
+ Residuumnorm 1: 478697.41
+ ----- Intermezzo: Change Operators and Recalculate Residuum -----
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 39.54 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 39.46 seconds
+ Initialization: 0.32 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 41.67 seconds
+ Intermezzo Residuum: 478720.35
+ ----- Intermezzo Ende -----
+ Inner Loop: : PSI Inner Loop with Abbruchkriterium Residuum zu erreichen 376347.47 und m_max 2
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 39.40 seconds
+ PhiAdjSO: : Starting ImplicitMidpointRule (Order=2)
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 32.07 seconds
+ PhiAdjSO: : 1:04.55 minutes
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 39.36 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 38.53 seconds
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 40.55 seconds
+ Inner Loop: : InnerCG resNorm : 446508.59
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 39.48 seconds
+ PhiAdjSO: : Starting ImplicitMidpointRule (Order=2)
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 32.23 seconds
+ PhiAdjSO: : 1:04.86 minutes
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 39.42 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 39.05 seconds
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 40.75 seconds
+ Inner Loop: : InnerCG resNorm : 412593.28
+ Inner Loop: : Time needed for inner loop: 7:32.00 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 0 brauchte 2 = m innere Iterationen
+ Inner Loop: : 7:32.00 minutes
+ FWISO Subproblem: 5: d(4): Finished first / second inner loop ( 2, 2 steps )
+ *************************************
+ Residuumnorm 2: 412593.28
+
+
+ Iteration Main Looop Counting Variable iter: 5
+
+ iteration: 5 PROBLEM Number: 0
+ FWISO problem 0: d(5)
+ shot: 0: Solving forward problem...
+ Initialization: 0.32 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 33.17 seconds
+ Assembling Linearized Operators
+ Assembling Linearized Operators
+ Done!
+ Done!
+ after NonlinearEvaluation 128966
+ Prä-Residuumnorm: 750053.45
+ Inner Loop: : FIRST ORDER Inner Loop with Abbruchkriterium Residuum zu erreichen 475945.28 und m_max 6
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.46 seconds
+ Initialization: 0.29 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 39.04 seconds
+ Inner Loop: : InnerCG resNorm : 655735.34
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.40 seconds
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 38.53 seconds
+ Inner Loop: : InnerCG resNorm : 559055.91
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.39 seconds
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 38.25 seconds
+ Inner Loop: : InnerCG resNorm : 502106.66
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.38 seconds
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 38.26 seconds
+ Inner Loop: : InnerCG resNorm : 457565.23
+ Inner Loop: : Time needed for inner loop: 4:41.36 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 1 brauchte 4 = m innere Iterationen
+ Inner Loop: : 4:41.36 minutes
+ Residuumnorm 1: 457565.23
+ ----- Intermezzo: Change Operators and Recalculate Residuum -----
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 40.16 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 40.07 seconds
+ Initialization: 0.27 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 42.01 seconds
+ Intermezzo Residuum: 457425.81
+ ----- Intermezzo Ende -----
+ Inner Loop: : PSI Inner Loop with Abbruchkriterium Residuum zu erreichen 563223.65 und m_max 3
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 40.12 seconds
+ PhiAdjSO: : Starting ImplicitMidpointRule (Order=2)
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 32.02 seconds
+ PhiAdjSO: : 1:04.46 minutes
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 40.04 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 39.08 seconds
+ Initialization: 0.26 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 40.76 seconds
+ Inner Loop: : InnerCG resNorm : 435860.72
+ Inner Loop: : Time needed for inner loop: 3:46.22 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 0 brauchte 1 = m innere Iterationen
+ Inner Loop: : 3:46.22 minutes
+ FWISO Subproblem: 0: d(5): Finished first / second inner loop ( 4, 1 steps )
+ *************************************
+ Residuumnorm 2: 435860.72
+
+ iteration: 5 PROBLEM Number: 1
+ FWISO problem 1: d(5)
+ shot: 1: Solving forward problem...
+ Initialization: 0.32 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.19 seconds
+ Assembling Linearized Operators
+ Assembling Linearized Operators
+ Done!
+ Done!
+ after NonlinearEvaluation 129037
+ Prä-Residuumnorm: 801849.51
+ Inner Loop: : FIRST ORDER Inner Loop with Abbruchkriterium Residuum zu erreichen 614958.79 und m_max 4
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.42 seconds
+ Initialization: 0.27 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 36.01 seconds
+ Inner Loop: : InnerCG resNorm : 597879.35
+ Inner Loop: : Time needed for inner loop: 1:07.85 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 1 brauchte 1 = m innere Iterationen
+ Inner Loop: : 1:07.85 minutes
+ Residuumnorm 1: 597879.35
+ ----- Intermezzo: Change Operators and Recalculate Residuum -----
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 36.85 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 36.77 seconds
+ Initialization: 0.29 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 38.76 seconds
+ Intermezzo Residuum: 597916.07
+ ----- Intermezzo Ende -----
+ Inner Loop: : PSI Inner Loop with Abbruchkriterium Residuum zu erreichen 601698.38 und m_max 3
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 36.86 seconds
+ PhiAdjSO: : Starting ImplicitMidpointRule (Order=2)
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 32.01 seconds
+ PhiAdjSO: : 1:04.45 minutes
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 36.73 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 36.32 seconds
+ Initialization: 0.27 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 38.13 seconds
+ Inner Loop: : InnerCG resNorm : 533531.75
+ Inner Loop: : Time needed for inner loop: 3:34.22 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 0 brauchte 1 = m innere Iterationen
+ Inner Loop: : 3:34.22 minutes
+ FWISO Subproblem: 1: d(5): Finished first / second inner loop ( 1, 1 steps )
+ *************************************
+ Residuumnorm 2: 533531.75
+
+ iteration: 5 PROBLEM Number: 2
+ FWISO problem 2: d(5)
+ shot: 2: Solving forward problem...
+ Initialization: 0.32 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 28.01 seconds
+ Assembling Linearized Operators
+ Assembling Linearized Operators
+ Done!
+ Done!
+ after NonlinearEvaluation 129129
+ Prä-Residuumnorm: 861998.24
+ Inner Loop: : FIRST ORDER Inner Loop with Abbruchkriterium Residuum zu erreichen 541511.37 und m_max 4
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.42 seconds
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 34.40 seconds
+ Inner Loop: : InnerCG resNorm : 619433.89
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.39 seconds
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 34.36 seconds
+ Inner Loop: : InnerCG resNorm : 539963.21
+ Inner Loop: : Time needed for inner loop: 2:12.38 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 1 brauchte 2 = m innere Iterationen
+ Inner Loop: : 2:12.38 minutes
+ Residuumnorm 1: 539963.21
+ ----- Intermezzo: Change Operators and Recalculate Residuum -----
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 35.21 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 35.18 seconds
+ Initialization: 0.30 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 37.04 seconds
+ Intermezzo Residuum: 539965.6
+ ----- Intermezzo Ende -----
+ Inner Loop: : PSI Inner Loop with Abbruchkriterium Residuum zu erreichen 643183.04 und m_max 3
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 35.16 seconds
+ PhiAdjSO: : Starting ImplicitMidpointRule (Order=2)
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.99 seconds
+ PhiAdjSO: : 1:04.43 minutes
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 35.18 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 34.65 seconds
+ Initialization: 0.27 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 36.05 seconds
+ Inner Loop: : InnerCG resNorm : 497731.6
+ Inner Loop: : Time needed for inner loop: 3:27.16 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 0 brauchte 1 = m innere Iterationen
+ Inner Loop: : 3:27.16 minutes
+ FWISO Subproblem: 2: d(5): Finished first / second inner loop ( 2, 1 steps )
+ *************************************
+ Residuumnorm 2: 497731.6
+
+ iteration: 5 PROBLEM Number: 3
+ FWISO problem 3: d(5)
+ shot: 3: Solving forward problem...
+ Initialization: 0.32 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 27.76 seconds
+ Assembling Linearized Operators
+ Assembling Linearized Operators
+ Done!
+ Done!
+ after NonlinearEvaluation 129224
+ Prä-Residuumnorm: 801531
+ Inner Loop: : FIRST ORDER Inner Loop with Abbruchkriterium Residuum zu erreichen 532650.58 und m_max 5
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.38 seconds
+ Initialization: 0.27 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 34.20 seconds
+ Inner Loop: : InnerCG resNorm : 624456.34
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.37 seconds
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 33.91 seconds
+ Inner Loop: : InnerCG resNorm : 539364.57
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.34 seconds
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 34.17 seconds
+ Inner Loop: : InnerCG resNorm : 469264.72
+ Inner Loop: : Time needed for inner loop: 3:17.61 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 1 brauchte 3 = m innere Iterationen
+ Inner Loop: : 3:17.61 minutes
+ Residuumnorm 1: 469264.72
+ ----- Intermezzo: Change Operators and Recalculate Residuum -----
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 34.60 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 34.50 seconds
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 36.16 seconds
+ Intermezzo Residuum: 469385.6
+ ----- Intermezzo Ende -----
+ Inner Loop: : PSI Inner Loop with Abbruchkriterium Residuum zu erreichen 619908.96 und m_max 3
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 34.52 seconds
+ PhiAdjSO: : Starting ImplicitMidpointRule (Order=2)
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.96 seconds
+ PhiAdjSO: : 1:04.41 minutes
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 34.46 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 34.18 seconds
+ Initialization: 0.27 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 35.69 seconds
+ Inner Loop: : InnerCG resNorm : 436668.03
+ Inner Loop: : Time needed for inner loop: 3:24.96 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 0 brauchte 1 = m innere Iterationen
+ Inner Loop: : 3:24.96 minutes
+ FWISO Subproblem: 3: d(5): Finished first / second inner loop ( 3, 1 steps )
+ *************************************
+ Residuumnorm 2: 436668.03
+
+ iteration: 5 PROBLEM Number: 4
+ FWISO problem 4: d(5)
+ shot: 4: Solving forward problem...
+ Initialization: 0.32 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 29.77 seconds
+ Assembling Linearized Operators
+ Assembling Linearized Operators
+ Done!
+ Done!
+ after NonlinearEvaluation 129316
+ Prä-Residuumnorm: 732712.44
+ Inner Loop: : FIRST ORDER Inner Loop with Abbruchkriterium Residuum zu erreichen 539234.47 und m_max 3
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.38 seconds
+ Initialization: 0.27 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 35.96 seconds
+ Inner Loop: : InnerCG resNorm : 582141.32
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.35 seconds
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 36.00 seconds
+ Inner Loop: : InnerCG resNorm : 522178.37
+ Inner Loop: : Time needed for inner loop: 2:15.52 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 1 brauchte 2 = m innere Iterationen
+ Inner Loop: : 2:15.52 minutes
+ Residuumnorm 1: 522178.37
+ ----- Intermezzo: Change Operators and Recalculate Residuum -----
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 36.35 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 36.28 seconds
+ Initialization: 0.30 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 38.16 seconds
+ Intermezzo Residuum: 522127.23
+ ----- Intermezzo Ende -----
+ Inner Loop: : PSI Inner Loop with Abbruchkriterium Residuum zu erreichen 575870.09 und m_max 3
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 36.38 seconds
+ PhiAdjSO: : Starting ImplicitMidpointRule (Order=2)
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.95 seconds
+ PhiAdjSO: : 1:04.42 minutes
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 36.25 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 36.12 seconds
+ Initialization: 0.27 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 37.49 seconds
+ Inner Loop: : InnerCG resNorm : 485119.05
+ Inner Loop: : Time needed for inner loop: 3:32.41 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 0 brauchte 1 = m innere Iterationen
+ Inner Loop: : 3:32.41 minutes
+ FWISO Subproblem: 4: d(5): Finished first / second inner loop ( 2, 1 steps )
+ *************************************
+ Residuumnorm 2: 485119.05
+
+ iteration: 5 PROBLEM Number: 5
+ FWISO problem 5: d(5)
+ shot: 5: Solving forward problem...
+ Initialization: 0.32 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 32.59 seconds
+ Assembling Linearized Operators
+ Assembling Linearized Operators
+ Done!
+ Done!
+ after NonlinearEvaluation 129449
+ Prä-Residuumnorm: 556007.4
+ Inner Loop: : FIRST ORDER Inner Loop with Abbruchkriterium Residuum zu erreichen 411242.09 und m_max 6
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.42 seconds
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 38.97 seconds
+ Inner Loop: : InnerCG resNorm : 477425.11
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.41 seconds
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 38.68 seconds
+ Inner Loop: : InnerCG resNorm : 437404.17
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.36 seconds
+ Initialization: 0.27 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 38.10 seconds
+ Inner Loop: : InnerCG resNorm : 379300.72
+ Inner Loop: : Time needed for inner loop: 3:31.18 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 1 brauchte 3 = m innere Iterationen
+ Inner Loop: : 3:31.18 minutes
+ Residuumnorm 1: 379300.72
+ ----- Intermezzo: Change Operators and Recalculate Residuum -----
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 40.00 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 39.98 seconds
+ Initialization: 0.27 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 42.57 seconds
+ Intermezzo Residuum: 379192.84
+ ----- Intermezzo Ende -----
+ Inner Loop: : PSI Inner Loop with Abbruchkriterium Residuum zu erreichen 439042.46 und m_max 3
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 40.06 seconds
+ PhiAdjSO: : Starting ImplicitMidpointRule (Order=2)
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 32.02 seconds
+ PhiAdjSO: : 1:04.61 minutes
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 39.93 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 38.46 seconds
+ Initialization: 0.27 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 40.83 seconds
+ Inner Loop: : InnerCG resNorm : 350108.25
+ Inner Loop: : Time needed for inner loop: 3:45.67 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 0 brauchte 1 = m innere Iterationen
+ Inner Loop: : 3:45.67 minutes
+ FWISO Subproblem: 5: d(5): Finished first / second inner loop ( 3, 1 steps )
+ *************************************
+ Residuumnorm 2: 350108.25
+
+
+ Iteration Main Looop Counting Variable iter: 6
+
+ iteration: 6 PROBLEM Number: 0
+ FWISO problem 0: d(6)
+ shot: 0: Solving forward problem...
+ Initialization: 0.32 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 33.25 seconds
+ Assembling Linearized Operators
+ Assembling Linearized Operators
+ Done!
+ Done!
+ after NonlinearEvaluation 129541
+ Prä-Residuumnorm: 513945.83
+ Inner Loop: : FIRST ORDER Inner Loop with Abbruchkriterium Residuum zu erreichen 373079.12 und m_max 7
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.37 seconds
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 38.84 seconds
+ Inner Loop: : InnerCG resNorm : 473514.3
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.36 seconds
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 38.64 seconds
+ Inner Loop: : InnerCG resNorm : 443263.6
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.35 seconds
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 38.23 seconds
+ Inner Loop: : InnerCG resNorm : 408237.38
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.34 seconds
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 38.38 seconds
+ Inner Loop: : InnerCG resNorm : 367396
+ Inner Loop: : Time needed for inner loop: 4:41.16 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 1 brauchte 4 = m innere Iterationen
+ Inner Loop: : 4:41.16 minutes
+ Residuumnorm 1: 367396
+ ----- Intermezzo: Change Operators and Recalculate Residuum -----
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 40.08 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 39.99 seconds
+ Initialization: 0.30 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 42.26 seconds
+ Intermezzo Residuum: 367357.33
+ ----- Intermezzo Ende -----
+ Inner Loop: : PSI Inner Loop with Abbruchkriterium Residuum zu erreichen 347334.98 und m_max 3
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 40.11 seconds
+ PhiAdjSO: : Starting ImplicitMidpointRule (Order=2)
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.99 seconds
+ PhiAdjSO: : 1:04.36 minutes
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 39.99 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 39.21 seconds
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 40.89 seconds
+ Inner Loop: : InnerCG resNorm : 350928.58
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 40.18 seconds
+ PhiAdjSO: : Starting ImplicitMidpointRule (Order=2)
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 32.10 seconds
+ PhiAdjSO: : 1:04.59 minutes
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 39.94 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 38.73 seconds
+ Initialization: 0.26 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 40.72 seconds
+ Inner Loop: : InnerCG resNorm : 331968.01
+ Inner Loop: : Time needed for inner loop: 7:32.20 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 0 brauchte 2 = m innere Iterationen
+ Inner Loop: : 7:32.20 minutes
+ FWISO Subproblem: 0: d(6): Finished first / second inner loop ( 4, 2 steps )
+ *************************************
+ Residuumnorm 2: 331968.01
+
+ iteration: 6 PROBLEM Number: 1
+ FWISO problem 1: d(6)
+ shot: 1: Solving forward problem...
+ Initialization: 0.32 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 29.97 seconds
+ Assembling Linearized Operators
+ Assembling Linearized Operators
+ Done!
+ Done!
+ after NonlinearEvaluation 129637
+ Prä-Residuumnorm: 756810.27
+ Inner Loop: : FIRST ORDER Inner Loop with Abbruchkriterium Residuum zu erreichen 522375.35 und m_max 2
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.41 seconds
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 36.08 seconds
+ Inner Loop: : InnerCG resNorm : 571619.12
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.37 seconds
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 36.19 seconds
+ Inner Loop: : InnerCG resNorm : 491739.47
+ Inner Loop: : Time needed for inner loop: 2:15.88 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 1 brauchte 2 = m innere Iterationen
+ Inner Loop: : 2:15.88 minutes
+ Residuumnorm 1: 491739.47
+ ----- Intermezzo: Change Operators and Recalculate Residuum -----
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 36.74 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 36.70 seconds
+ Initialization: 0.32 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 38.82 seconds
+ Intermezzo Residuum: 491627.92
+ ----- Intermezzo Ende -----
+ Inner Loop: : PSI Inner Loop with Abbruchkriterium Residuum zu erreichen 511111.33 und m_max 3
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 36.79 seconds
+ PhiAdjSO: : Starting ImplicitMidpointRule (Order=2)
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 32.02 seconds
+ PhiAdjSO: : 1:04.43 minutes
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 36.66 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 36.27 seconds
+ Initialization: 0.26 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 37.72 seconds
+ Inner Loop: : InnerCG resNorm : 448885.91
+ Inner Loop: : Time needed for inner loop: 3:33.56 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 0 brauchte 1 = m innere Iterationen
+ Inner Loop: : 3:33.56 minutes
+ FWISO Subproblem: 1: d(6): Finished first / second inner loop ( 2, 1 steps )
+ *************************************
+ Residuumnorm 2: 448885.91
+
+ iteration: 6 PROBLEM Number: 2
+ FWISO problem 2: d(6)
+ shot: 2: Solving forward problem...
+ Initialization: 0.32 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 28.05 seconds
+ Assembling Linearized Operators
+ Assembling Linearized Operators
+ Done!
+ Done!
+ after NonlinearEvaluation 129683
+ Prä-Residuumnorm: 711778.91
+ Inner Loop: : FIRST ORDER Inner Loop with Abbruchkriterium Residuum zu erreichen 579460.9 und m_max 3
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.39 seconds
+ Initialization: 0.27 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 34.55 seconds
+ Inner Loop: : InnerCG resNorm : 557356.59
+ Inner Loop: : Time needed for inner loop: 1:06.36 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 1 brauchte 1 = m innere Iterationen
+ Inner Loop: : 1:06.36 minutes
+ Residuumnorm 1: 557356.59
+ ----- Intermezzo: Change Operators and Recalculate Residuum -----
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 35.18 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 35.12 seconds
+ Initialization: 0.32 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 36.72 seconds
+ Intermezzo Residuum: 557428.59
+ ----- Intermezzo Ende -----
+ Inner Loop: : PSI Inner Loop with Abbruchkriterium Residuum zu erreichen 477986.73 und m_max 3
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 35.21 seconds
+ PhiAdjSO: : Starting ImplicitMidpointRule (Order=2)
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.99 seconds
+ PhiAdjSO: : 1:04.42 minutes
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 35.12 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 34.45 seconds
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 35.99 seconds
+ Inner Loop: : InnerCG resNorm : 506381.07
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 35.30 seconds
+ PhiAdjSO: : Starting ImplicitMidpointRule (Order=2)
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 32.08 seconds
+ PhiAdjSO: : 1:04.53 minutes
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 35.11 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 34.51 seconds
+ Initialization: 0.26 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 36.05 seconds
+ Inner Loop: : InnerCG resNorm : 433000.59
+ Inner Loop: : Time needed for inner loop: 6:57.00 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 0 brauchte 2 = m innere Iterationen
+ Inner Loop: : 6:57.00 minutes
+ FWISO Subproblem: 2: d(6): Finished first / second inner loop ( 1, 2 steps )
+ *************************************
+ Residuumnorm 2: 433000.59
+
+ iteration: 6 PROBLEM Number: 3
+ FWISO problem 3: d(6)
+ shot: 3: Solving forward problem...
+ Initialization: 0.32 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 27.67 seconds
+ Assembling Linearized Operators
+ Assembling Linearized Operators
+ Done!
+ Done!
+ after NonlinearEvaluation 129819
+ Prä-Residuumnorm: 670940.78
+ Inner Loop: : FIRST ORDER Inner Loop with Abbruchkriterium Residuum zu erreichen 520892.24 und m_max 5
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.39 seconds
+ Initialization: 0.27 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 34.13 seconds
+ Inner Loop: : InnerCG resNorm : 566730.72
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.38 seconds
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 34.13 seconds
+ Inner Loop: : InnerCG resNorm : 472967.47
+ Inner Loop: : Time needed for inner loop: 2:11.88 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 1 brauchte 2 = m innere Iterationen
+ Inner Loop: : 2:11.88 minutes
+ Residuumnorm 1: 472967.47
+ ----- Intermezzo: Change Operators and Recalculate Residuum -----
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 34.57 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 34.60 seconds
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 36.13 seconds
+ Intermezzo Residuum: 472983.7
+ ----- Intermezzo Ende -----
+ Inner Loop: : PSI Inner Loop with Abbruchkriterium Residuum zu erreichen 467018.72 und m_max 3
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 34.63 seconds
+ PhiAdjSO: : Starting ImplicitMidpointRule (Order=2)
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 32.04 seconds
+ PhiAdjSO: : 1:04.50 minutes
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 34.54 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 34.17 seconds
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 35.48 seconds
+ Inner Loop: : InnerCG resNorm : 437994.45
+ Inner Loop: : Time needed for inner loop: 3:25.04 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 0 brauchte 1 = m innere Iterationen
+ Inner Loop: : 3:25.04 minutes
+ FWISO Subproblem: 3: d(6): Finished first / second inner loop ( 2, 1 steps )
+ *************************************
+ Residuumnorm 2: 437994.45
+
+ iteration: 6 PROBLEM Number: 4
+ FWISO problem 4: d(6)
+ shot: 4: Solving forward problem...
+ Initialization: 0.32 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 29.72 seconds
+ Assembling Linearized Operators
+ Assembling Linearized Operators
+ Done!
+ Done!
+ after NonlinearEvaluation 129865
+ Prä-Residuumnorm: 678610.42
+ Inner Loop: : FIRST ORDER Inner Loop with Abbruchkriterium Residuum zu erreichen 589014.45 und m_max 3
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.38 seconds
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 35.40 seconds
+ Inner Loop: : InnerCG resNorm : 544184.4
+ Inner Loop: : Time needed for inner loop: 1:07.19 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 1 brauchte 1 = m innere Iterationen
+ Inner Loop: : 1:07.19 minutes
+ Residuumnorm 1: 544184.4
+ ----- Intermezzo: Change Operators and Recalculate Residuum -----
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 36.38 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 36.36 seconds
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 38.14 seconds
+ Intermezzo Residuum: 544151.18
+ ----- Intermezzo Ende -----
+ Inner Loop: : PSI Inner Loop with Abbruchkriterium Residuum zu erreichen 480014.1 und m_max 3
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 36.35 seconds
+ PhiAdjSO: : Starting ImplicitMidpointRule (Order=2)
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.97 seconds
+ PhiAdjSO: : 1:04.45 minutes
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 36.19 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 36.13 seconds
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 37.49 seconds
+ Inner Loop: : InnerCG resNorm : 489270.2
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 36.43 seconds
+ PhiAdjSO: : Starting ImplicitMidpointRule (Order=2)
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 32.18 seconds
+ PhiAdjSO: : 1:04.71 minutes
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 36.23 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 35.81 seconds
+ Initialization: 0.26 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 37.43 seconds
+ Inner Loop: : InnerCG resNorm : 401083.19
+ Inner Loop: : Time needed for inner loop: 7:07.00 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 0 brauchte 2 = m innere Iterationen
+ Inner Loop: : 7:07.00 minutes
+ FWISO Subproblem: 4: d(6): Finished first / second inner loop ( 1, 2 steps )
+ *************************************
+ Residuumnorm 2: 401083.19
+
+ iteration: 6 PROBLEM Number: 5
+ FWISO problem 5: d(6)
+ shot: 5: Solving forward problem...
+ Initialization: 0.32 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 32.75 seconds
+ Assembling Linearized Operators
+ Assembling Linearized Operators
+ Done!
+ Done!
+ after NonlinearEvaluation 130003
+ Prä-Residuumnorm: 514708.67
+ Inner Loop: : FIRST ORDER Inner Loop with Abbruchkriterium Residuum zu erreichen 425366.99 und m_max 5
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.38 seconds
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 38.85 seconds
+ Inner Loop: : InnerCG resNorm : 458409.06
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.39 seconds
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 38.72 seconds
+ Inner Loop: : InnerCG resNorm : 406465.59
+ Inner Loop: : Time needed for inner loop: 2:21.18 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 1 brauchte 2 = m innere Iterationen
+ Inner Loop: : 2:21.18 minutes
+ Residuumnorm 1: 406465.59
+ ----- Intermezzo: Change Operators and Recalculate Residuum -----
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 39.76 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 39.70 seconds
+ Initialization: 0.31 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 41.67 seconds
+ Intermezzo Residuum: 406448.32
+ ----- Intermezzo Ende -----
+ Inner Loop: : PSI Inner Loop with Abbruchkriterium Residuum zu erreichen 365788.42 und m_max 3
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 39.73 seconds
+ PhiAdjSO: : Starting ImplicitMidpointRule (Order=2)
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 32.00 seconds
+ PhiAdjSO: : 1:04.60 minutes
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 39.58 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 38.81 seconds
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 40.53 seconds
+ Inner Loop: : InnerCG resNorm : 378585.17
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 39.73 seconds
+ PhiAdjSO: : Starting ImplicitMidpointRule (Order=2)
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 32.18 seconds
+ PhiAdjSO: : 1:04.84 minutes
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 39.71 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 39.06 seconds
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 40.80 seconds
+ Inner Loop: : InnerCG resNorm : 353712.41
+ Inner Loop: : Time needed for inner loop: 7:34.00 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 0 brauchte 2 = m innere Iterationen
+ Inner Loop: : 7:34.00 minutes
+ FWISO Subproblem: 5: d(6): Finished first / second inner loop ( 2, 2 steps )
+ *************************************
+ Residuumnorm 2: 353712.41
+
+
+ Iteration Main Looop Counting Variable iter: 7
+
+ iteration: 7 PROBLEM Number: 0
+ FWISO problem 0: d(7)
+ shot: 0: Solving forward problem...
+ Initialization: 0.32 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 33.11 seconds
+ Assembling Linearized Operators
+ Assembling Linearized Operators
+ Done!
+ Done!
+ after NonlinearEvaluation 130096
+ Prä-Residuumnorm: 477699.83
+ Inner Loop: : FIRST ORDER Inner Loop with Abbruchkriterium Residuum zu erreichen 312090.96 und m_max 8
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.34 seconds
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 38.99 seconds
+ Inner Loop: : InnerCG resNorm : 417882.07
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.37 seconds
+ Initialization: 0.27 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 38.41 seconds
+ Inner Loop: : InnerCG resNorm : 369289.16
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.34 seconds
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 38.32 seconds
+ Inner Loop: : InnerCG resNorm : 348403.77
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.32 seconds
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 38.48 seconds
+ Inner Loop: : InnerCG resNorm : 322449.74
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.34 seconds
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 38.74 seconds
+ Inner Loop: : InnerCG resNorm : 304713.18
+ Inner Loop: : Time needed for inner loop: 5:54.00 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 1 brauchte 5 = m innere Iterationen
+ Inner Loop: : 5:54.00 minutes
+ Residuumnorm 1: 304713.18
+ ----- Intermezzo: Change Operators and Recalculate Residuum -----
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 40.34 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 40.29 seconds
+ Initialization: 0.27 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 42.32 seconds
+ Intermezzo Residuum: 304651.54
+ ----- Intermezzo Ende -----
+ Inner Loop: : PSI Inner Loop with Abbruchkriterium Residuum zu erreichen 400269.51 und m_max 3
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 40.32 seconds
+ PhiAdjSO: : Starting ImplicitMidpointRule (Order=2)
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 32.01 seconds
+ PhiAdjSO: : 1:04.45 minutes
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 40.23 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 39.25 seconds
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 40.76 seconds
+ Inner Loop: : InnerCG resNorm : 294288.95
+ Inner Loop: : Time needed for inner loop: 3:46.76 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 0 brauchte 1 = m innere Iterationen
+ Inner Loop: : 3:46.76 minutes
+ FWISO Subproblem: 0: d(7): Finished first / second inner loop ( 5, 1 steps )
+ *************************************
+ Residuumnorm 2: 294288.95
+
+ iteration: 7 PROBLEM Number: 1
+ FWISO problem 1: d(7)
+ shot: 1: Solving forward problem...
+ Initialization: 0.32 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.11 seconds
+ Assembling Linearized Operators
+ Assembling Linearized Operators
+ Done!
+ Done!
+ after NonlinearEvaluation 130172
+ Prä-Residuumnorm: 670928.07
+ Inner Loop: : FIRST ORDER Inner Loop with Abbruchkriterium Residuum zu erreichen 567012.35 und m_max 3
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.42 seconds
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 36.06 seconds
+ Inner Loop: : InnerCG resNorm : 525941.54
+ Inner Loop: : Time needed for inner loop: 1:07.89 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 1 brauchte 1 = m innere Iterationen
+ Inner Loop: : 1:07.89 minutes
+ Residuumnorm 1: 525941.54
+ ----- Intermezzo: Change Operators and Recalculate Residuum -----
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 36.89 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 36.90 seconds
+ Initialization: 0.32 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 38.88 seconds
+ Intermezzo Residuum: 525948.15
+ ----- Intermezzo Ende -----
+ Inner Loop: : PSI Inner Loop with Abbruchkriterium Residuum zu erreichen 407799.75 und m_max 2
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 36.92 seconds
+ PhiAdjSO: : Starting ImplicitMidpointRule (Order=2)
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 32.00 seconds
+ PhiAdjSO: : 1:04.45 minutes
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 36.80 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 36.25 seconds
+ Initialization: 0.26 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 38.01 seconds
+ Inner Loop: : InnerCG resNorm : 462019.34
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 36.96 seconds
+ PhiAdjSO: : Starting ImplicitMidpointRule (Order=2)
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 32.13 seconds
+ PhiAdjSO: : 1:04.74 minutes
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 36.77 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 36.28 seconds
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 37.66 seconds
+ Inner Loop: : InnerCG resNorm : 383268.62
+ Inner Loop: : Time needed for inner loop: 7:11.00 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 0 brauchte 2 = m innere Iterationen
+ Inner Loop: : 7:11.00 minutes
+ FWISO Subproblem: 1: d(7): Finished first / second inner loop ( 1, 2 steps )
+ *************************************
+ Residuumnorm 2: 383268.62
+
+ iteration: 7 PROBLEM Number: 2
+ FWISO problem 2: d(7)
+ shot: 2: Solving forward problem...
+ Initialization: 0.32 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 28.00 seconds
+ Assembling Linearized Operators
+ Assembling Linearized Operators
+ Done!
+ Done!
+ after NonlinearEvaluation 130286
+ Prä-Residuumnorm: 688988.82
+ Inner Loop: : FIRST ORDER Inner Loop with Abbruchkriterium Residuum zu erreichen 504816.69 und m_max 3
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.35 seconds
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 34.51 seconds
+ Inner Loop: : InnerCG resNorm : 523419.12
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.34 seconds
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 34.18 seconds
+ Inner Loop: : InnerCG resNorm : 464434.86
+ Inner Loop: : Time needed for inner loop: 2:12.19 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 1 brauchte 2 = m innere Iterationen
+ Inner Loop: : 2:12.19 minutes
+ Residuumnorm 1: 464434.86
+ ----- Intermezzo: Change Operators and Recalculate Residuum -----
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 35.24 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 35.30 seconds
+ Initialization: 0.27 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 36.76 seconds
+ Intermezzo Residuum: 464391.77
+ ----- Intermezzo Ende -----
+ Inner Loop: : PSI Inner Loop with Abbruchkriterium Residuum zu erreichen 575835.57 und m_max 3
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 35.30 seconds
+ PhiAdjSO: : Starting ImplicitMidpointRule (Order=2)
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.99 seconds
+ PhiAdjSO: : 1:04.43 minutes
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 35.32 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 34.45 seconds
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 35.72 seconds
+ Inner Loop: : InnerCG resNorm : 431976.3
+ Inner Loop: : Time needed for inner loop: 3:26.88 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 0 brauchte 1 = m innere Iterationen
+ Inner Loop: : 3:26.88 minutes
+ FWISO Subproblem: 2: d(7): Finished first / second inner loop ( 2, 1 steps )
+ *************************************
+ Residuumnorm 2: 431976.3
+
+ iteration: 7 PROBLEM Number: 3
+ FWISO problem 3: d(7)
+ shot: 3: Solving forward problem...
+ Initialization: 0.32 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 27.70 seconds
+ Assembling Linearized Operators
+ Assembling Linearized Operators
+ Done!
+ Done!
+ after NonlinearEvaluation 130357
+ Prä-Residuumnorm: 631330.33
+ Inner Loop: : FIRST ORDER Inner Loop with Abbruchkriterium Residuum zu erreichen 441126.21 und m_max 5
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.35 seconds
+ Initialization: 0.27 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 34.22 seconds
+ Inner Loop: : InnerCG resNorm : 538803.84
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.38 seconds
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 33.96 seconds
+ Inner Loop: : InnerCG resNorm : 461800.67
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.34 seconds
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 34.08 seconds
+ Inner Loop: : InnerCG resNorm : 402751.6
+ Inner Loop: : Time needed for inner loop: 3:17.57 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 1 brauchte 3 = m innere Iterationen
+ Inner Loop: : 3:17.57 minutes
+ Residuumnorm 1: 402751.6
+ ----- Intermezzo: Change Operators and Recalculate Residuum -----
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 34.51 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 34.52 seconds
+ Initialization: 0.31 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 36.18 seconds
+ Intermezzo Residuum: 402810
+ ----- Intermezzo Ende -----
+ Inner Loop: : PSI Inner Loop with Abbruchkriterium Residuum zu erreichen 395502.53 und m_max 2
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 34.56 seconds
+ PhiAdjSO: : Starting ImplicitMidpointRule (Order=2)
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 32.05 seconds
+ PhiAdjSO: : 1:04.54 minutes
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 34.47 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 34.18 seconds
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 35.64 seconds
+ Inner Loop: : InnerCG resNorm : 379078.07
+ Inner Loop: : Time needed for inner loop: 3:25.06 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 0 brauchte 1 = m innere Iterationen
+ Inner Loop: : 3:25.06 minutes
+ FWISO Subproblem: 3: d(7): Finished first / second inner loop ( 3, 1 steps )
+ *************************************
+ Residuumnorm 2: 379078.07
+
+ iteration: 7 PROBLEM Number: 4
+ FWISO problem 4: d(7)
+ shot: 4: Solving forward problem...
+ Initialization: 0.32 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 29.61 seconds
+ Assembling Linearized Operators
+ Assembling Linearized Operators
+ Done!
+ Done!
+ after NonlinearEvaluation 130447
+ Prä-Residuumnorm: 596920.69
+ Inner Loop: : FIRST ORDER Inner Loop with Abbruchkriterium Residuum zu erreichen 466299.08 und m_max 3
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.34 seconds
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 35.67 seconds
+ Inner Loop: : InnerCG resNorm : 472972.65
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.35 seconds
+ Initialization: 0.27 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 35.93 seconds
+ Inner Loop: : InnerCG resNorm : 430380.21
+ Inner Loop: : Time needed for inner loop: 2:15.11 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 1 brauchte 2 = m innere Iterationen
+ Inner Loop: : 2:15.11 minutes
+ Residuumnorm 1: 430380.21
+ ----- Intermezzo: Change Operators and Recalculate Residuum -----
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 36.30 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 36.28 seconds
+ Initialization: 0.32 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 38.10 seconds
+ Intermezzo Residuum: 430314.94
+ ----- Intermezzo Ende -----
+ Inner Loop: : PSI Inner Loop with Abbruchkriterium Residuum zu erreichen 509575.83 und m_max 3
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 36.31 seconds
+ PhiAdjSO: : Starting ImplicitMidpointRule (Order=2)
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 32.00 seconds
+ PhiAdjSO: : 1:04.40 minutes
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 36.21 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 36.07 seconds
+ Initialization: 0.26 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 37.64 seconds
+ Inner Loop: : InnerCG resNorm : 404805.31
+ Inner Loop: : Time needed for inner loop: 3:32.32 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 0 brauchte 1 = m innere Iterationen
+ Inner Loop: : 3:32.32 minutes
+ FWISO Subproblem: 4: d(7): Finished first / second inner loop ( 2, 1 steps )
+ *************************************
+ Residuumnorm 2: 404805.31
+
+ iteration: 7 PROBLEM Number: 5
+ FWISO problem 5: d(7)
+ shot: 5: Solving forward problem...
+ Initialization: 0.32 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 32.84 seconds
+ Assembling Linearized Operators
+ Assembling Linearized Operators
+ Done!
+ Done!
+ after NonlinearEvaluation 130580
+ Prä-Residuumnorm: 508241.42
+ Inner Loop: : FIRST ORDER Inner Loop with Abbruchkriterium Residuum zu erreichen 378020.07 und m_max 5
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.36 seconds
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 38.70 seconds
+ Inner Loop: : InnerCG resNorm : 429658
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.34 seconds
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 38.58 seconds
+ Inner Loop: : InnerCG resNorm : 395217.92
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.29 seconds
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 38.37 seconds
+ Inner Loop: : InnerCG resNorm : 333771.14
+ Inner Loop: : Time needed for inner loop: 3:33.00 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 1 brauchte 3 = m innere Iterationen
+ Inner Loop: : 3:33.00 minutes
+ Residuumnorm 1: 333771.14
+ ----- Intermezzo: Change Operators and Recalculate Residuum -----
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 40.21 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 40.21 seconds
+ Initialization: 0.29 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 42.27 seconds
+ Intermezzo Residuum: 333660.83
+ ----- Intermezzo Ende -----
+ Inner Loop: : PSI Inner Loop with Abbruchkriterium Residuum zu erreichen 434716.87 und m_max 3
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 40.29 seconds
+ PhiAdjSO: : Starting ImplicitMidpointRule (Order=2)
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 32.00 seconds
+ PhiAdjSO: : 1:04.50 minutes
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 40.17 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 38.14 seconds
+ Initialization: 0.26 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 40.36 seconds
+ Inner Loop: : InnerCG resNorm : 305464.48
+ Inner Loop: : Time needed for inner loop: 3:45.19 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 0 brauchte 1 = m innere Iterationen
+ Inner Loop: : 3:45.19 minutes
+ FWISO Subproblem: 5: d(7): Finished first / second inner loop ( 3, 1 steps )
+ *************************************
+ Residuumnorm 2: 305464.48
+
+
+ Iteration Main Looop Counting Variable iter: 8
+
+ iteration: 8 PROBLEM Number: 0
+ FWISO problem 0: d(8)
+ shot: 0: Solving forward problem...
+ Initialization: 0.32 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 33.39 seconds
+ Assembling Linearized Operators
+ Assembling Linearized Operators
+ Done!
+ Done!
+ after NonlinearEvaluation 130673
+ Prä-Residuumnorm: 435103.37
+ Inner Loop: : FIRST ORDER Inner Loop with Abbruchkriterium Residuum zu erreichen 314430.14 und m_max 9
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.35 seconds
+ Initialization: 0.27 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 38.86 seconds
+ Inner Loop: : InnerCG resNorm : 376485.18
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.36 seconds
+ Initialization: 0.27 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 38.58 seconds
+ Inner Loop: : InnerCG resNorm : 327159.6
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.34 seconds
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 38.49 seconds
+ Inner Loop: : InnerCG resNorm : 308882.68
+ Inner Loop: : Time needed for inner loop: 3:31.23 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 1 brauchte 3 = m innere Iterationen
+ Inner Loop: : 3:31.23 minutes
+ Residuumnorm 1: 308882.68
+ ----- Intermezzo: Change Operators and Recalculate Residuum -----
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 40.34 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 40.32 seconds
+ Initialization: 0.31 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 42.37 seconds
+ Intermezzo Residuum: 308875.85
+ ----- Intermezzo Ende -----
+ Inner Loop: : PSI Inner Loop with Abbruchkriterium Residuum zu erreichen 328119.77 und m_max 3
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 40.40 seconds
+ PhiAdjSO: : Starting ImplicitMidpointRule (Order=2)
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.99 seconds
+ PhiAdjSO: : 1:04.39 minutes
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 40.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 38.67 seconds
+ Initialization: 0.26 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 41.20 seconds
+ Inner Loop: : InnerCG resNorm : 299034.51
+ Inner Loop: : Time needed for inner loop: 3:46.68 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 0 brauchte 1 = m innere Iterationen
+ Inner Loop: : 3:46.68 minutes
+ FWISO Subproblem: 0: d(8): Finished first / second inner loop ( 3, 1 steps )
+ *************************************
+ Residuumnorm 2: 299034.51
+
+ iteration: 8 PROBLEM Number: 1
+ FWISO problem 1: d(8)
+ shot: 1: Solving forward problem...
+ Initialization: 0.32 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.13 seconds
+ Assembling Linearized Operators
+ Assembling Linearized Operators
+ Done!
+ Done!
+ after NonlinearEvaluation 130723
+ Prä-Residuumnorm: 529691.6
+ Inner Loop: : FIRST ORDER Inner Loop with Abbruchkriterium Residuum zu erreichen 402885.98 und m_max 3
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.34 seconds
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 35.97 seconds
+ Inner Loop: : InnerCG resNorm : 435287.87
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.33 seconds
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 36.27 seconds
+ Inner Loop: : InnerCG resNorm : 370673.59
+ Inner Loop: : Time needed for inner loop: 2:15.75 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 1 brauchte 2 = m innere Iterationen
+ Inner Loop: : 2:15.75 minutes
+ Residuumnorm 1: 370673.59
+ ----- Intermezzo: Change Operators and Recalculate Residuum -----
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 36.90 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 36.87 seconds
+ Initialization: 0.31 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 38.77 seconds
+ Intermezzo Residuum: 370613.04
+ ----- Intermezzo Ende -----
+ Inner Loop: : PSI Inner Loop with Abbruchkriterium Residuum zu erreichen 425822.9 und m_max 3
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 36.89 seconds
+ PhiAdjSO: : Starting ImplicitMidpointRule (Order=2)
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.91 seconds
+ PhiAdjSO: : 1:04.31 minutes
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 36.84 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 36.23 seconds
+ Initialization: 0.26 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 37.70 seconds
+ Inner Loop: : InnerCG resNorm : 345279.54
+ Inner Loop: : Time needed for inner loop: 3:33.68 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 0 brauchte 1 = m innere Iterationen
+ Inner Loop: : 3:33.68 minutes
+ FWISO Subproblem: 1: d(8): Finished first / second inner loop ( 2, 1 steps )
+ *************************************
+ Residuumnorm 2: 345279.54
+
+ iteration: 8 PROBLEM Number: 2
+ FWISO problem 2: d(8)
+ shot: 2: Solving forward problem...
+ Initialization: 0.32 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 28.07 seconds
+ Assembling Linearized Operators
+ Assembling Linearized Operators
+ Done!
+ Done!
+ after NonlinearEvaluation 130814
+ Prä-Residuumnorm: 590124.48
+ Inner Loop: : FIRST ORDER Inner Loop with Abbruchkriterium Residuum zu erreichen 511252.02 und m_max 3
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.38 seconds
+ Initialization: 0.27 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 34.42 seconds
+ Inner Loop: : InnerCG resNorm : 472537.79
+ Inner Loop: : Time needed for inner loop: 1:06.21 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 1 brauchte 1 = m innere Iterationen
+ Inner Loop: : 1:06.21 minutes
+ Residuumnorm 1: 472537.79
+ ----- Intermezzo: Change Operators and Recalculate Residuum -----
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 35.17 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 35.13 seconds
+ Initialization: 0.29 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 36.81 seconds
+ Intermezzo Residuum: 472561.61
+ ----- Intermezzo Ende -----
+ Inner Loop: : PSI Inner Loop with Abbruchkriterium Residuum zu erreichen 443887.02 und m_max 3
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 35.10 seconds
+ PhiAdjSO: : Starting ImplicitMidpointRule (Order=2)
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.94 seconds
+ PhiAdjSO: : 1:04.34 minutes
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 35.10 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 34.66 seconds
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 36.09 seconds
+ Inner Loop: : InnerCG resNorm : 426190.61
+ Inner Loop: : Time needed for inner loop: 3:26.98 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 0 brauchte 1 = m innere Iterationen
+ Inner Loop: : 3:26.98 minutes
+ FWISO Subproblem: 2: d(8): Finished first / second inner loop ( 1, 1 steps )
+ *************************************
+ Residuumnorm 2: 426190.61
+
+ iteration: 8 PROBLEM Number: 3
+ FWISO problem 3: d(8)
+ shot: 3: Solving forward problem...
+ Initialization: 0.32 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 27.70 seconds
+ Assembling Linearized Operators
+ Assembling Linearized Operators
+ Done!
+ Done!
+ after NonlinearEvaluation 130906
+ Prä-Residuumnorm: 534196.72
+ Inner Loop: : FIRST ORDER Inner Loop with Abbruchkriterium Residuum zu erreichen 426903.26 und m_max 5
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.36 seconds
+ Initialization: 0.27 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 34.14 seconds
+ Inner Loop: : InnerCG resNorm : 466128.13
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.33 seconds
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 34.06 seconds
+ Inner Loop: : InnerCG resNorm : 403499.06
+ Inner Loop: : Time needed for inner loop: 2:11.72 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 1 brauchte 2 = m innere Iterationen
+ Inner Loop: : 2:11.72 minutes
+ Residuumnorm 1: 403499.06
+ ----- Intermezzo: Change Operators and Recalculate Residuum -----
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 34.88 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 34.90 seconds
+ Initialization: 0.29 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 36.49 seconds
+ Intermezzo Residuum: 403499.66
+ ----- Intermezzo Ende -----
+ Inner Loop: : PSI Inner Loop with Abbruchkriterium Residuum zu erreichen 301187.08 und m_max 2
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 34.95 seconds
+ PhiAdjSO: : Starting ImplicitMidpointRule (Order=2)
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.99 seconds
+ PhiAdjSO: : 1:04.41 minutes
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 34.88 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 34.38 seconds
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 35.56 seconds
+ Inner Loop: : InnerCG resNorm : 379010.86
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 35.05 seconds
+ PhiAdjSO: : Starting ImplicitMidpointRule (Order=2)
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 32.13 seconds
+ PhiAdjSO: : 1:04.61 minutes
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 34.85 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 34.31 seconds
+ Initialization: 0.26 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 35.70 seconds
+ Inner Loop: : InnerCG resNorm : 355338.96
+ Inner Loop: : Time needed for inner loop: 6:52.05 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 0 brauchte 2 = m innere Iterationen
+ Inner Loop: : 6:52.05 minutes
+ FWISO Subproblem: 3: d(8): Finished first / second inner loop ( 2, 2 steps )
+ *************************************
+ Residuumnorm 2: 355338.96
+
+ iteration: 8 PROBLEM Number: 4
+ FWISO problem 4: d(8)
+ shot: 4: Solving forward problem...
+ Initialization: 0.32 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 29.58 seconds
+ Assembling Linearized Operators
+ Assembling Linearized Operators
+ Done!
+ Done!
+ after NonlinearEvaluation 131019
+ Prä-Residuumnorm: 555743.07
+ Inner Loop: : FIRST ORDER Inner Loop with Abbruchkriterium Residuum zu erreichen 494937.63 und m_max 3
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.41 seconds
+ Initialization: 0.27 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 35.50 seconds
+ Inner Loop: : InnerCG resNorm : 449815.14
+ Inner Loop: : Time needed for inner loop: 1:07.33 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 1 brauchte 1 = m innere Iterationen
+ Inner Loop: : 1:07.33 minutes
+ Residuumnorm 1: 449815.14
+ ----- Intermezzo: Change Operators and Recalculate Residuum -----
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 36.32 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 36.33 seconds
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 38.29 seconds
+ Intermezzo Residuum: 449816.48
+ ----- Intermezzo Ende -----
+ Inner Loop: : PSI Inner Loop with Abbruchkriterium Residuum zu erreichen 426981.2 und m_max 3
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 36.40 seconds
+ PhiAdjSO: : Starting ImplicitMidpointRule (Order=2)
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 32.06 seconds
+ PhiAdjSO: : 1:04.55 minutes
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 36.29 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 35.74 seconds
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 37.43 seconds
+ Inner Loop: : InnerCG resNorm : 404731.04
+ Inner Loop: : Time needed for inner loop: 3:32.12 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 0 brauchte 1 = m innere Iterationen
+ Inner Loop: : 3:32.12 minutes
+ FWISO Subproblem: 4: d(8): Finished first / second inner loop ( 1, 1 steps )
+ *************************************
+ Residuumnorm 2: 404731.04
+
+ iteration: 8 PROBLEM Number: 5
+ FWISO problem 5: d(8)
+ shot: 5: Solving forward problem...
+ Initialization: 0.32 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 32.86 seconds
+ Assembling Linearized Operators
+ Assembling Linearized Operators
+ Done!
+ Done!
+ after NonlinearEvaluation 131133
+ Prä-Residuumnorm: 402358.28
+ Inner Loop: : FIRST ORDER Inner Loop with Abbruchkriterium Residuum zu erreichen 333630.26 und m_max 5
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.46 seconds
+ Initialization: 0.27 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 38.80 seconds
+ Inner Loop: : InnerCG resNorm : 364254.63
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.45 seconds
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 39.01 seconds
+ Inner Loop: : InnerCG resNorm : 335600.89
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.41 seconds
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 38.48 seconds
+ Inner Loop: : InnerCG resNorm : 293569.5
+ Inner Loop: : Time needed for inner loop: 3:31.86 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 1 brauchte 3 = m innere Iterationen
+ Inner Loop: : 3:31.86 minutes
+ Residuumnorm 1: 293569.5
+ ----- Intermezzo: Change Operators and Recalculate Residuum -----
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 40.01 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 39.97 seconds
+ Initialization: 0.29 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 41.90 seconds
+ Intermezzo Residuum: 293529.39
+ ----- Intermezzo Ende -----
+ Inner Loop: : PSI Inner Loop with Abbruchkriterium Residuum zu erreichen 309736.15 und m_max 3
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 40.02 seconds
+ PhiAdjSO: : Starting ImplicitMidpointRule (Order=2)
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 32.09 seconds
+ PhiAdjSO: : 1:04.67 minutes
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 39.98 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 38.42 seconds
+ Initialization: 0.27 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 40.38 seconds
+ Inner Loop: : InnerCG resNorm : 274104.46
+ Inner Loop: : Time needed for inner loop: 3:45.15 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 0 brauchte 1 = m innere Iterationen
+ Inner Loop: : 3:45.15 minutes
+ FWISO Subproblem: 5: d(8): Finished first / second inner loop ( 3, 1 steps )
+ *************************************
+ Residuumnorm 2: 274104.46
+
+
+ Iteration Main Looop Counting Variable iter: 9
+
+ iteration: 9 PROBLEM Number: 0
+ FWISO problem 0: d(9)
+ shot: 0: Solving forward problem...
+ Initialization: 0.32 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 33.21 seconds
+ Assembling Linearized Operators
+ Assembling Linearized Operators
+ Done!
+ Done!
+ after NonlinearEvaluation 131223
+ Prä-Residuumnorm: 382239.24
+ Inner Loop: : FIRST ORDER Inner Loop with Abbruchkriterium Residuum zu erreichen 248604.79 und m_max 8
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.45 seconds
+ Initialization: 0.27 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 39.02 seconds
+ Inner Loop: : InnerCG resNorm : 349607.67
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.44 seconds
+ Initialization: 0.27 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 38.54 seconds
+ Inner Loop: : InnerCG resNorm : 311590.98
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.40 seconds
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 38.70 seconds
+ Inner Loop: : InnerCG resNorm : 291827.25
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.40 seconds
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 38.26 seconds
+ Inner Loop: : InnerCG resNorm : 271086.01
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.41 seconds
+ Initialization: 0.27 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 38.66 seconds
+ Inner Loop: : InnerCG resNorm : 260385.35
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.42 seconds
+ Initialization: 0.27 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 38.70 seconds
+ Inner Loop: : InnerCG resNorm : 243826.76
+ Inner Loop: : Time needed for inner loop: 7:05.00 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 1 brauchte 6 = m innere Iterationen
+ Inner Loop: : 7:05.00 minutes
+ Residuumnorm 1: 243826.76
+ ----- Intermezzo: Change Operators and Recalculate Residuum -----
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 39.92 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 39.88 seconds
+ Initialization: 0.29 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 42.38 seconds
+ Intermezzo Residuum: 243778.23
+ ----- Intermezzo Ende -----
+ Inner Loop: : PSI Inner Loop with Abbruchkriterium Residuum zu erreichen 259428.52 und m_max 2
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 39.96 seconds
+ PhiAdjSO: : Starting ImplicitMidpointRule (Order=2)
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 32.07 seconds
+ PhiAdjSO: : 1:04.49 minutes
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 39.86 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 38.87 seconds
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 40.94 seconds
+ Inner Loop: : InnerCG resNorm : 233216.95
+ Inner Loop: : Time needed for inner loop: 3:45.85 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 0 brauchte 1 = m innere Iterationen
+ Inner Loop: : 3:45.85 minutes
+ FWISO Subproblem: 0: d(9): Finished first / second inner loop ( 6, 1 steps )
+ *************************************
+ Residuumnorm 2: 233216.95
+
+ iteration: 9 PROBLEM Number: 1
+ FWISO problem 1: d(9)
+ shot: 1: Solving forward problem...
+ Initialization: 0.32 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 29.98 seconds
+ Assembling Linearized Operators
+ Assembling Linearized Operators
+ Done!
+ Done!
+ after NonlinearEvaluation 131272
+ Prä-Residuumnorm: 554057.15
+ Inner Loop: : FIRST ORDER Inner Loop with Abbruchkriterium Residuum zu erreichen 487737.84 und m_max 3
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.42 seconds
+ Initialization: 0.27 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 35.94 seconds
+ Inner Loop: : InnerCG resNorm : 441913
+ Inner Loop: : Time needed for inner loop: 1:07.78 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 1 brauchte 1 = m innere Iterationen
+ Inner Loop: : 1:07.78 minutes
+ Residuumnorm 1: 441913
+ ----- Intermezzo: Change Operators and Recalculate Residuum -----
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 36.90 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 36.92 seconds
+ Initialization: 0.27 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 38.69 seconds
+ Intermezzo Residuum: 441957
+ ----- Intermezzo Ende -----
+ Inner Loop: : PSI Inner Loop with Abbruchkriterium Residuum zu erreichen 400869.49 und m_max 3
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 36.96 seconds
+ PhiAdjSO: : Starting ImplicitMidpointRule (Order=2)
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 32.00 seconds
+ PhiAdjSO: : 1:04.49 minutes
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 36.89 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 36.20 seconds
+ Initialization: 0.27 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 37.82 seconds
+ Inner Loop: : InnerCG resNorm : 404702.18
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 36.95 seconds
+ PhiAdjSO: : Starting ImplicitMidpointRule (Order=2)
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 32.14 seconds
+ PhiAdjSO: : 1:04.67 minutes
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 36.85 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 36.18 seconds
+ Initialization: 0.27 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 37.72 seconds
+ Inner Loop: : InnerCG resNorm : 340597.52
+ Inner Loop: : Time needed for inner loop: 7:11.00 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 0 brauchte 2 = m innere Iterationen
+ Inner Loop: : 7:11.00 minutes
+ FWISO Subproblem: 1: d(9): Finished first / second inner loop ( 1, 2 steps )
+ *************************************
+ Residuumnorm 2: 340597.52
+
+ iteration: 9 PROBLEM Number: 2
+ FWISO problem 2: d(9)
+ shot: 2: Solving forward problem...
+ Initialization: 0.32 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 27.95 seconds
+ Assembling Linearized Operators
+ Assembling Linearized Operators
+ Done!
+ Done!
+ after NonlinearEvaluation 131386
+ Prä-Residuumnorm: 618929.07
+ Inner Loop: : FIRST ORDER Inner Loop with Abbruchkriterium Residuum zu erreichen 482586.09 und m_max 3
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.39 seconds
+ Initialization: 0.27 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 34.48 seconds
+ Inner Loop: : InnerCG resNorm : 487660.72
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.40 seconds
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 34.14 seconds
+ Inner Loop: : InnerCG resNorm : 426542.82
+ Inner Loop: : Time needed for inner loop: 2:12.25 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 1 brauchte 2 = m innere Iterationen
+ Inner Loop: : 2:12.25 minutes
+ Residuumnorm 1: 426542.82
+ ----- Intermezzo: Change Operators and Recalculate Residuum -----
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 35.23 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 35.24 seconds
+ Initialization: 0.30 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 36.69 seconds
+ Intermezzo Residuum: 426509.84
+ ----- Intermezzo Ende -----
+ Inner Loop: : PSI Inner Loop with Abbruchkriterium Residuum zu erreichen 418998.25 und m_max 2
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 35.28 seconds
+ PhiAdjSO: : Starting ImplicitMidpointRule (Order=2)
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 32.06 seconds
+ PhiAdjSO: : 1:04.49 minutes
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 35.21 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 34.46 seconds
+ Initialization: 0.26 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 35.71 seconds
+ Inner Loop: : InnerCG resNorm : 396522.8
+ Inner Loop: : Time needed for inner loop: 3:26.85 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 0 brauchte 1 = m innere Iterationen
+ Inner Loop: : 3:26.85 minutes
+ FWISO Subproblem: 2: d(9): Finished first / second inner loop ( 2, 1 steps )
+ *************************************
+ Residuumnorm 2: 396522.8
+
+ iteration: 9 PROBLEM Number: 3
+ FWISO problem 3: d(9)
+ shot: 3: Solving forward problem...
+ Initialization: 0.32 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 27.68 seconds
+ Assembling Linearized Operators
+ Assembling Linearized Operators
+ Done!
+ Done!
+ after NonlinearEvaluation 131459
+ Prä-Residuumnorm: 511841.96
+ Inner Loop: : FIRST ORDER Inner Loop with Abbruchkriterium Residuum zu erreichen 368134.62 und m_max 5
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.41 seconds
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 34.18 seconds
+ Inner Loop: : InnerCG resNorm : 449536.54
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.40 seconds
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 34.09 seconds
+ Inner Loop: : InnerCG resNorm : 389092.84
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.38 seconds
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 34.10 seconds
+ Inner Loop: : InnerCG resNorm : 351607.98
+ Inner Loop: : Time needed for inner loop: 3:17.79 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 1 brauchte 3 = m innere Iterationen
+ Inner Loop: : 3:17.79 minutes
+ Residuumnorm 1: 351607.98
+ ----- Intermezzo: Change Operators and Recalculate Residuum -----
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 34.57 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 34.56 seconds
+ Initialization: 0.30 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 36.07 seconds
+ Intermezzo Residuum: 351614.55
+ ----- Intermezzo Ende -----
+ Inner Loop: : PSI Inner Loop with Abbruchkriterium Residuum zu erreichen 400212.57 und m_max 3
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 34.69 seconds
+ PhiAdjSO: : Starting ImplicitMidpointRule (Order=2)
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 32.05 seconds
+ PhiAdjSO: : 1:04.51 minutes
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 34.50 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 34.18 seconds
+ Initialization: 0.26 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 35.67 seconds
+ Inner Loop: : InnerCG resNorm : 334319.47
+ Inner Loop: : Time needed for inner loop: 3:25.22 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 0 brauchte 1 = m innere Iterationen
+ Inner Loop: : 3:25.22 minutes
+ FWISO Subproblem: 3: d(9): Finished first / second inner loop ( 3, 1 steps )
+ *************************************
+ Residuumnorm 2: 334319.47
+
+ iteration: 9 PROBLEM Number: 4
+ FWISO problem 4: d(9)
+ shot: 4: Solving forward problem...
+ Initialization: 0.32 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 29.64 seconds
+ Assembling Linearized Operators
+ Assembling Linearized Operators
+ Done!
+ Done!
+ after NonlinearEvaluation 131615
+ Prä-Residuumnorm: 574002.79
+ Inner Loop: : FIRST ORDER Inner Loop with Abbruchkriterium Residuum zu erreichen 460079.55 und m_max 3
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.42 seconds
+ Initialization: 0.27 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 35.39 seconds
+ Inner Loop: : InnerCG resNorm : 463134.93
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.39 seconds
+ Initialization: 0.27 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 36.05 seconds
+ Inner Loop: : InnerCG resNorm : 393061.73
+ Inner Loop: : Time needed for inner loop: 2:15.08 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 1 brauchte 2 = m innere Iterationen
+ Inner Loop: : 2:15.08 minutes
+ Residuumnorm 1: 393061.73
+ ----- Intermezzo: Change Operators and Recalculate Residuum -----
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 36.66 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 36.66 seconds
+ Initialization: 0.29 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 38.06 seconds
+ Intermezzo Residuum: 393037.56
+ ----- Intermezzo Ende -----
+ Inner Loop: : PSI Inner Loop with Abbruchkriterium Residuum zu erreichen 396909.25 und m_max 2
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 36.68 seconds
+ PhiAdjSO: : Starting ImplicitMidpointRule (Order=2)
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 32.06 seconds
+ PhiAdjSO: : 1:04.59 minutes
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 36.59 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 36.19 seconds
+ Initialization: 0.27 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 37.79 seconds
+ Inner Loop: : InnerCG resNorm : 362172.38
+ Inner Loop: : Time needed for inner loop: 3:33.54 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 0 brauchte 1 = m innere Iterationen
+ Inner Loop: : 3:33.54 minutes
+ FWISO Subproblem: 4: d(9): Finished first / second inner loop ( 2, 1 steps )
+ *************************************
+ Residuumnorm 2: 362172.38
+
+ iteration: 9 PROBLEM Number: 5
+ FWISO problem 5: d(9)
+ shot: 5: Solving forward problem...
+ Initialization: 0.32 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 32.76 seconds
+ Assembling Linearized Operators
+ Assembling Linearized Operators
+ Done!
+ Done!
+ after NonlinearEvaluation 131744
+ Prä-Residuumnorm: 404916.13
+ Inner Loop: : FIRST ORDER Inner Loop with Abbruchkriterium Residuum zu erreichen 302176.08 und m_max 6
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.41 seconds
+ Initialization: 0.27 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 38.87 seconds
+ Inner Loop: : InnerCG resNorm : 367846.71
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.37 seconds
+ Initialization: 0.27 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 38.85 seconds
+ Inner Loop: : InnerCG resNorm : 328378.13
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.36 seconds
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 38.06 seconds
+ Inner Loop: : InnerCG resNorm : 288747.2
+ Inner Loop: : Time needed for inner loop: 3:31.15 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 1 brauchte 3 = m innere Iterationen
+ Inner Loop: : 3:31.15 minutes
+ Residuumnorm 1: 288747.2
+ ----- Intermezzo: Change Operators and Recalculate Residuum -----
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 39.83 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 39.82 seconds
+ Initialization: 0.29 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 42.11 seconds
+ Intermezzo Residuum: 288688.1
+ ----- Intermezzo Ende -----
+ Inner Loop: : PSI Inner Loop with Abbruchkriterium Residuum zu erreichen 280534.67 und m_max 2
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 39.80 seconds
+ PhiAdjSO: : Starting ImplicitMidpointRule (Order=2)
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 32.03 seconds
+ PhiAdjSO: : 1:04.56 minutes
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 39.77 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 38.14 seconds
+ Initialization: 0.29 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 40.65 seconds
+ Inner Loop: : InnerCG resNorm : 268227.97
+ Inner Loop: : Time needed for inner loop: 3:44.62 minutes
+ Inner Loop: : Innere Schleife No. 0/1 : 0 brauchte 1 = m innere Iterationen
+ Inner Loop: : 3:44.62 minutes
+ FWISO Subproblem: 5: d(9): Finished first / second inner loop ( 3, 1 steps )
+ *************************************
+ Residuumnorm 2: 268227.97
+ FWISO: d(10)= 0
+ 26143792
+ 6250155.6
+ 2317102.5
+ 1375939.1
+ 954529.66
+ 750053.45
+ 513945.83
+ 477699.83
+ 435103.37
+ 382239.24
+
+
+ 19850061
+ 4694237.1
+ 2756891.4
+ 1578800.4
+ 1054481.3
+ 801849.51
+ 756810.27
+ 670928.07
+ 529691.6
+ 554057.15
+
+
+ 19118047
+ 4121336.6
+ 1975958.7
+ 1334927.5
+ 1066359.5
+ 861998.24
+ 711778.91
+ 688988.82
+ 590124.48
+ 618929.07
+
+
+ 10423303
+ 3649756.9
+ 1589865
+ 1214638
+ 993358.32
+ 801531
+ 670940.78
+ 631330.33
+ 534196.72
+ 511841.96
+
+
+ 4322132.1
+ 1780992.3
+ 1493070.3
+ 1189150.5
+ 977666.36
+ 732712.44
+ 678610.42
+ 596920.69
+ 555743.07
+ 574002.79
+
+
+ 4308252
+ 1853808.1
+ 889354.95
+ 744770.65
+ 649694.43
+ 556007.4
+ 514708.67
+ 508241.42
+ 402358.28
+ 404916.13
+
+
+end program after 9:44:59.00 hours on 128 procs at Fri Jun 30 20:53:35 2023
diff --git a/log/2023_06_30_MultiHighRes_SO/testconf.conf b/log/2023_06_30_MultiHighRes_SO/testconf.conf
new file mode 100644
index 00000000..423aa940
--- /dev/null
+++ b/log/2023_06_30_MultiHighRes_SO/testconf.conf
@@ -0,0 +1,108 @@
+# Regular Expression um aus Test_Config von Clion eine ... M++ Config zu machen
+# \{"([A-Za-z0-9_ ]+)", +"([A-Za-z0-9_ ,\.\-]+)"}.
+
+#Durchlauf 2023Mai05 mit 4 Quellen, 8 Iterationen, Materialpunkt, level 1 (Ergebnisse ganz gut)
+#Durchlauf 2023Mai05 mit 4 Quellen, 8 Iterationen, TwoMedium, level 1
+#Back to FastMode (2 Quellen, 2 Iterationen, Pkt.Material, level 0)
+#21.06 Receiver wieder auf 64. Bei multi noch nicht, jetzt aber bei rho rekonstruktion
+#Neuer größerer Durchlauf 26.Juni Ohne Inverse Crime für Vp
+
+ #ReconstructionType=Classical;
+ #FWINonlinearSolver= FWI_mSDREGINN;
+
+
+ #Problem= VAcousticWaveTwoMedium;//<----- Geometrie oder so Siehe: src/Problems/FWIInversionProblems.cpp
+ Problem= VAcousticWaveC2Benchmark;
+ FWISO_Steps = 10; #Anzahl Iterationen
+ Monoparam= multi; #can be "multi"/empty or "Vp", "Tau_p", "Rho"
+ plot_tStep= -1;
+ level = 3;#3 nicht auf Laptop starten, sonst stürzt ab
+ T=0.6;
+ dt= 0.0005;
+ FWISourceCount0=6; #Anzahl Quellen, Empfänger default 64
+ deg = 2; #In paper CRC deg = 2. Vor 26.Juni2023 wars 1
+ FWIReconstructRho= 1;
+ FWIReconstructV_P= 1;
+ FWIReconstructTauP= 0;
+
+ #seismopath = C2NoDampingT06dt0005/C2NoDampingT06dt0005;#im Build Ordner!
+ #ReadFormat = FWI;#IFOS ist falsches Format.
+ #SpecfileNrOfSamples = 6;
+
+ SaveObservedSeismogram = 0;#Plottet "d_obs", das Vorwärtsgelöste Wellenfeld (mit echten Materialparam)
+
+ SignalName=Ricker;#RickerDerivative vorher!!! Geändert 26.Juni.2023
+ ReconstructionType=SO;#!!!
+ FWINonlinearSolver= FWISO;#!!!
+ numL=0;#!!!
+
+
+
+ ConfigVerbose=2;
+ ForwardSolver= VADGTS;
+ Distribution= RCB;
+ Model = FWIInverse_DGTS;
+ Mesh= SeismogramGrid_test;
+
+ useTaper=1;
+ taperRadiusSource=0;
+ taperRadiusReceiver=0;
+ taperExponent=-0.1;
+ taperIgnoreReceiverCells=1;
+ taperIgnoreSourceCells=1;
+ #Monoparam= Rho; #can be "multi"/empty or "Vp", "Tau_p", "Rho"
+ #ReconstructionType=SO;#!!!
+ FWIReceiverWaypoints= 2;
+ FWIReceiverWaypoint0= 1350.0, 370.0;
+ FWIReceiverWaypoint1= 1350.0, 1630.0;
+ FWIReceiverIncludeLastWaypoint= 1;
+ FWIReceiverCount0= 64;//Anzahl Receiver
+ UseSparseMatrix=1;
+ Qfactor=100;
+ #SignalName=Ricker;# RickerDerivative vorher!!! Geändert 26.Juni.2023
+ SignalDelay=0;
+ SignalCutoff=0.8;
+ SignalFreq=25;
+ #numL=0;#!!!
+ FWISourceWaypoints=2;
+ FWISourceWaypoint0=600,370;
+ FWISourceWaypoint1=600,1620;
+ #FWISourceCount0=2; #Anzahl Quelle
+ #FWISourceCount0=2;
+ FWIReceiverIncludeLastWaypoint=1;
+ measurement_space= point;
+ measurement_time= point;
+ compMeasure= 0;
+ source_component= 2;
+ perturbation_comp= 2;
+ dampingFlux= 1;
+ allowPlotting_M=1;
+ allowPlotting_WF=0;
+ plotfactor= 10;
+ parametrization= taup;#!!!!
+ #T=0.6;
+ #dt= 0.002;
+ #deg= 1;
+ #level = 0;#Feinheit des Gitters (1 mehr -> Halbierung)//Achtung: 3 Böse, <2 Gut
+ TimeVerbose= 1;
+ rkorder= -2;
+ #plot_tStep= -1;
+ #FWISO_Steps = 2;//scheint zu klappen!
+ Steps = 2;//scheint auch nichts zu bringen :(
+
+ Kmax=150;
+ Keps= 1e-07;
+ Overlap= dG1;
+ debugAdjoint= 0;
+ debugFrechet= 1;
+ source_factor= 242574257420000.5742;
+ LinearSolver= LS;#Könnte man auf GMRES (Schreibweise?) ändern..
+ LinearVerbose= -1;
+ LinearSteps=100;
+ LinearNthIterOutput= 1;
+ LinearEpsilon= 1e-12;
+ LinearReduction= 0.0001;
+ #FWINonlinearSolver= FWI_mSDREGINN;
+ FWI_DebugPlottingLevel= 1;
+ CGREGINNCanonic_Steps=3;
+
diff --git a/log/2023_07_06_Multi_FO_Iter10/RunMpp.sh b/log/2023_07_06_Multi_FO_Iter10/RunMpp.sh
new file mode 100644
index 00000000..d3bcf67b
--- /dev/null
+++ b/log/2023_07_06_Multi_FO_Iter10/RunMpp.sh
@@ -0,0 +1,29 @@
+#!/bin/sh
+### Job name
+#SBATCH --job-name=MppFWILennart
+
+### File for the output
+##vorher#SBATCH --output=Mpp%A ???????
+#SBATCH --output=Mpp%A
+
+### Time your job needs to execute
+#SBATCH --time=222:00:00
+
+### Use more than one node for parallel jobs on distributed-memory systems
+###CR Version war 2, 4 geht, sofern genug frei.
+#SBATCH --nodes=8
+###SBATCH --nodes=1
+
+### Number of CPUS per task
+#SBATCH --cpus-per-task=1
+
+### Disable hyperthreading by setting the tasks per core to 1
+#SBATCH --ntasks-per-core=1
+
+#SBATCH --mail-type=ALL
+
+#SBATCH --mail-user=uuwyh@student.kit.edu
+
+### Number of processes per node, in our case
+#SBATCH --ntasks-per-node=16
+mpirun M++
diff --git a/log/2023_07_06_Multi_FO_Iter10/logfile.log b/log/2023_07_06_Multi_FO_Iter10/logfile.log
new file mode 100644
index 00000000..de280131
--- /dev/null
+++ b/log/2023_07_06_Multi_FO_Iter10/logfile.log
@@ -0,0 +1,4333 @@
+start program on 128 procs at Wed Jul 5 15:52:50 2023
+Running on: node01
+ reading config: ConfigVerbose........................... 2
+ reading default: enableFileLogging....................... 1
+ reading default: enableScreenLogging..................... 1
+ reading default: precision............................... 8
+ reading default: TimeLevel............................... 0
+ reading config: Model................................... FWIInverse_DGTS
+ reading default: testAAO................................. 0
+ reading config: ForwardSolver........................... VADGTS
+ reading config: ReconstructionType...................... Classical
+ reading config: Mesh.................................... SeismogramGrid_test
+ reading config: level................................... 3
+ reading default: plevel.................................. 3
+ reading default: clevel.................................. 3
+ reading config: Distribution............................ RCB
+ reading config: Overlap................................. dG1
+ reading default: Scales.................................. 0
+ reading default: CommSplit............................... 0
+ reading default: DistributionVerbose..................... 0
+ reading default: ClearDistribution....................... 1
+ reading default: MeshesVerbose........................... 1
+ reading default: MeshVerbose............................. 1
+ Overlap: reading default: OverlapVerbose.......................... 0
+ reading default: t0...................................... 0
+ reading config: dt...................................... 0.0005
+ reading config: T....................................... 0.6
+ reading config: rkorder................................. -2
+ reading config: SignalName.............................. Ricker
+ reading default: FrequencyFiltering...................... 0
+ reading config: SignalFreq.............................. 25
+ reading default: f_source................................ 25
+ reading default: SourceInversion......................... 0
+ reading config: SignalCutoff............................ 0.8
+ reading config: SignalDelay............................. 0
+ reading default: SaveFilteredSeismogram.................. 0
+ reading config: SaveObservedSeismogram.................. 0
+ reading config: numL.................................... 0
+ reading default: dim..................................... 2
+ reading config: Problem................................. VAcousticWaveC2Benchmark
+ reading default: RealDataLevel........................... 3
+ reading default: InitialIterateLevel..................... 3
+ reading config: deg..................................... 2
+ reading config: parametrization......................... taup
+ reading default: shots................................... -1
+ reading default: SourceStartX............................ -1e+100
+ reading default: SourceStartY............................ -1e+100
+ reading default: SourceEndX.............................. -1e+100
+ reading default: SourceEndY.............................. -1e+100
+ reading default: numberOfSourcesPerShot.................. 1
+ reading config: FWISourceWaypoints...................... 2
+ reading default: FWISourceIncludeLastWaypoint............ 1
+ FWISourceCount0
+ reading config: FWISourceCount0......................... 6
+ reading config: FWISourceWaypoint0...................... 600,370
+ FWISourceCount1
+ reading config: FWISourceWaypoint1...................... 600,1620
+ SOURCE LOCATIONS:
+ 0: ( 600.00000000, 370.00000000)
+
+
+ 1: ( 600.00000000, 620.00000000)
+
+
+ 2: ( 600.00000000, 870.00000000)
+
+
+ 3: ( 600.00000000, 1120)
+
+
+ 4: ( 600.00000000, 1370)
+
+
+ 5: ( 600.00000000, 1620)
+
+
+ reading config: source_factor........................... 242574257420000.5742
+ reading config: Monoparam............................... multi
+ monoparam =
+ multi
+ reading default: v_perturb............................... 1.05
+ reading default: rho_perturb............................. 1.05
+ reading default: tau_p_perturb........................... 4
+ reading default: size_perturb............................ 200
+ reading default: rho_bg.................................. 2000
+ reading default: v_bg.................................... 3500
+ reading default: tau_p_bg................................ 0.02
+ reading default: impedance_bg............................ 1
+ reading config: Qfactor................................. 100
+ alphaValue =
+ 0
+ reading default: FWIPrecon............................... 0
+ reading default: FWIPreconType........................... 0
+ reading default: FWIPreconRegularization................. 1e-08
+ reading config: allowPlotting_M......................... 1
+ reading config: allowPlotting_WF........................ 0
+ reading default: plotFactor.............................. 1
+ reading config: FWIReconstructRho....................... 1
+ reading config: FWIReconstructV_P....................... 1
+ reading config: FWIReconstructTauP...................... 0
+ Mesh Info:
+ Mesh Name: ............................... SeismogramGrid_test
+ Distribution: ............................ RCB
+ Overlap: ................................. dG1
+ CommSplit: ............................... 0
+ Level: ................................... [3, -1, 0]
+ pLevel: .................................. 3
+ Dimension: ............................... 2
+ Cells: ................................... 87040
+ Overlap: ................................. 21472
+ Vertices: ................................ 98560
+ Edges: ................................... 174672
+ Faces: ................................... 218056
+ ProcSets: ................................ 31900
+ Mesh width [min, max]: ................... [12.500000, 29.474346]
+
+ reading default: MatrixGraphVerbose...................... 0
+ reading default: PaddingPML.............................. 0
+ reading config: plot_tStep.............................. -1
+ reading default: plotV................................... 0
+ reading default: plot_rho................................ 1
+ reading default: plot_kappa_0............................ 1
+ reading default: plot_kappa_l............................ 0
+ reading default: plot_velocity........................... 0
+ reading config: compMeasure............................. 0
+ Measure overall pressure p = p_0 + ... + p_L
+ reading default: Specfile................................
+ reading config: FWIReceiverWaypoints.................... 2
+ reading config: FWIReceiverIncludeLastWaypoint.......... 1
+ FWIReceiverCount0
+ reading config: FWIReceiverCount0....................... 64
+ reading config: FWIReceiverWaypoint0.................... 1350.0, 370.0
+ FWIReceiverCount1
+ reading config: FWIReceiverWaypoint1.................... 1350.0, 1630.0
+ ReceiverStart: 0 ReceiverEnd: 0.6 ReceiverDt: 0.0005
+ ReceiverStart: 0 ReceiverEnd: 0.6 ReceiverDt: 0.0005
+ 0: ( 1350, 370.00000000) 1: ( 1350, 390.00000000)
+ 2: ( 1350, 410.00000000) 3: ( 1350, 430.00000000)
+ 4: ( 1350, 450.00000000) 5: ( 1350, 470.00000000)
+ 6: ( 1350, 490.00000000) 7: ( 1350, 510.00000000)
+ 8: ( 1350, 530.00000000) 9: ( 1350, 550.00000000)
+ 10: ( 1350, 570.00000000) 11: ( 1350, 590.00000000)
+ 12: ( 1350, 610.00000000) 13: ( 1350, 630.00000000)
+ 14: ( 1350, 650.00000000) 15: ( 1350, 670.00000000)
+ 16: ( 1350, 690.00000000) 17: ( 1350, 710.00000000)
+ 18: ( 1350, 730.00000000) 19: ( 1350, 750.00000000)
+ 20: ( 1350, 770.00000000) 21: ( 1350, 790.00000000)
+ 22: ( 1350, 810.00000000) 23: ( 1350, 830.00000000)
+ 24: ( 1350, 850.00000000) 25: ( 1350, 870.00000000)
+ 26: ( 1350, 890.00000000) 27: ( 1350, 910.00000000)
+ 28: ( 1350, 930.00000000) 29: ( 1350, 950.00000000)
+ 30: ( 1350, 970.00000000) 31: ( 1350, 990.00000000)
+ 32: ( 1350, 1010) 33: ( 1350, 1030)
+ 34: ( 1350, 1050) 35: ( 1350, 1070)
+ 36: ( 1350, 1090) 37: ( 1350, 1110)
+ 38: ( 1350, 1130) 39: ( 1350, 1150)
+ 40: ( 1350, 1170) 41: ( 1350, 1190)
+ 42: ( 1350, 1210) 43: ( 1350, 1230)
+ 44: ( 1350, 1250) 45: ( 1350, 1270)
+ 46: ( 1350, 1290) 47: ( 1350, 1310)
+ 48: ( 1350, 1330) 49: ( 1350, 1350)
+ 50: ( 1350, 1370) 51: ( 1350, 1390)
+ 52: ( 1350, 1410) 53: ( 1350, 1430)
+ 54: ( 1350, 1450) 55: ( 1350, 1470)
+ 56: ( 1350, 1490) 57: ( 1350, 1510)
+ 58: ( 1350, 1530) 59: ( 1350, 1550)
+ 60: ( 1350, 1570) 61: ( 1350, 1590)
+ 62: ( 1350, 1610) 63: ( 1350, 1630)
+
+ reading default: UseGardener............................. 0
+ reading default: MeasureComp............................. 0
+ Measure overall pressure p = p_0 + ... + p_L
+ reading default: CountCellsOld........................... 0
+ reading config: useTaper................................ 1
+ reading default: TaperFromFile...........................
+ reading config: taperRadiusSource....................... 0
+ reading default: taperBoxUpper........................... 1e+100
+ reading default: taperBoxLower........................... -1e+100
+ reading default: taperBoxLeft............................ -1e+100
+ reading default: taperBoxRight........................... 1e+100
+ reading config: taperRadiusReceiver..................... 0
+ reading config: taperExponent........................... -0.1
+ reading config: taperIgnoreSourceCells.................. 1
+ reading config: taperIgnoreReceiverCells................ 1
+ reading default: taperRhoMin............................. -1
+ reading default: taperRhoMax............................. -1
+ reading default: taperVpMin.............................. -1
+ reading default: taperVpMax.............................. -1
+ reading default: taperTaupMin............................ -1
+ reading default: taperTaupMax............................ -1
+ reading default: seismopath..............................
+ reading default: PlotVerbose............................. 0
+ reading default: PlotEnabled............................. 0
+ reading default: PlotPrecision........................... 4
+ Time before FWD->createRealData(real, obs); Wed Jul 5 15:52:55 2023
+ Generating Real data for shot 0
+ reading default: AssembleVerbose......................... 1
+ reading default: startTime............................... 0
+ reading default: endTime................................. 1
+ reading default: maxStepSize............................. 1e+100
+ reading default: stepSize................................ 0
+ reading default: minStepSize............................. 0
+ reading default: dt_min.................................. 0
+ reading default: maxSteps................................ 0
+ reading default: steps................................... 0
+ reading default: K....................................... 0
+ reading default: tEps.................................... 1e-15
+ reading default: tTol.................................... 1e-06
+ reading default: upwind.................................. 1
+ reading config: dampingFlux............................. 1
+ reading default: UseCollectTweak......................... 0
+ reading default: Preconditioner_S........................ PointBlockJacobi
+ reading config: LinearSolver............................ LS
+ reading default: PreconditionerVerbose................... 0
+ reading default: PreconditionerDamp...................... 1
+ reading default: PointBlockJacobiLapack.................. 0
+ reading config: LinearVerbose........................... -1
+ reading config: LinearSteps............................. 100
+ reading config: LinearEpsilon........................... 1e-12
+ reading config: LinearReduction......................... 0.0001
+ reading default: LinearMinimalStepNumber................. 0
+ reading default: LinearPrintSteps........................ 800
+ reading default: TimeIntegratorVerbose................... 1
+ Initialization: 0.37 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 33.08 seconds
+ Generating Real data for shot 1
+ Initialization: 0.35 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 29.64 seconds
+ Generating Real data for shot 2
+ Initialization: 0.36 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 27.69 seconds
+ Generating Real data for shot 3
+ Initialization: 0.34 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 27.36 seconds
+ Generating Real data for shot 4
+ Initialization: 0.37 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 29.49 seconds
+ Generating Real data for shot 5
+ Initialization: 0.34 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 32.46 seconds
+ Time after FWD->createRealData(real, obs); Wed Jul 5 15:55:56 2023
+ FWISourceCount0
+ FWISourceCount1
+ SOURCE LOCATIONS:
+ 0: ( 600.00000000, 370.00000000)
+
+
+ 1: ( 600.00000000, 620.00000000)
+
+
+ 2: ( 600.00000000, 870.00000000)
+
+
+ 3: ( 600.00000000, 1120)
+
+
+ 4: ( 600.00000000, 1370)
+
+
+ 5: ( 600.00000000, 1620)
+
+
+ monoparam =
+ multi
+ alphaValue =
+ 0
+ Frequency Filter to: -1
+
+
+ Mesh Info:
+ Mesh Name: ............................... SeismogramGrid_test
+ Distribution: ............................ RCB
+ Overlap: ................................. dG1
+ CommSplit: ............................... 0
+ Level: ................................... [3, -1, 0]
+ pLevel: .................................. 3
+ Dimension: ............................... 2
+ Cells: ................................... 87040
+ Overlap: ................................. 21472
+ Vertices: ................................ 98560
+ Edges: ................................... 174672
+ Faces: ................................... 218056
+ ProcSets: ................................ 31900
+ Mesh width [min, max]: ................... [12.500000, 29.474346]
+
+ Measure overall pressure p = p_0 + ... + p_L
+ FWIReceiverCount0
+ FWIReceiverCount1
+ ReceiverStart: 0 ReceiverEnd: 0.6 ReceiverDt: 0.0005
+ ReceiverStart: 0 ReceiverEnd: 0.6 ReceiverDt: 0.0005
+ 0: ( 1350, 370.00000000) 1: ( 1350, 390.00000000)
+ 2: ( 1350, 410.00000000) 3: ( 1350, 430.00000000)
+ 4: ( 1350, 450.00000000) 5: ( 1350, 470.00000000)
+ 6: ( 1350, 490.00000000) 7: ( 1350, 510.00000000)
+ 8: ( 1350, 530.00000000) 9: ( 1350, 550.00000000)
+ 10: ( 1350, 570.00000000) 11: ( 1350, 590.00000000)
+ 12: ( 1350, 610.00000000) 13: ( 1350, 630.00000000)
+ 14: ( 1350, 650.00000000) 15: ( 1350, 670.00000000)
+ 16: ( 1350, 690.00000000) 17: ( 1350, 710.00000000)
+ 18: ( 1350, 730.00000000) 19: ( 1350, 750.00000000)
+ 20: ( 1350, 770.00000000) 21: ( 1350, 790.00000000)
+ 22: ( 1350, 810.00000000) 23: ( 1350, 830.00000000)
+ 24: ( 1350, 850.00000000) 25: ( 1350, 870.00000000)
+ 26: ( 1350, 890.00000000) 27: ( 1350, 910.00000000)
+ 28: ( 1350, 930.00000000) 29: ( 1350, 950.00000000)
+ 30: ( 1350, 970.00000000) 31: ( 1350, 990.00000000)
+ 32: ( 1350, 1010) 33: ( 1350, 1030)
+ 34: ( 1350, 1050) 35: ( 1350, 1070)
+ 36: ( 1350, 1090) 37: ( 1350, 1110)
+ 38: ( 1350, 1130) 39: ( 1350, 1150)
+ 40: ( 1350, 1170) 41: ( 1350, 1190)
+ 42: ( 1350, 1210) 43: ( 1350, 1230)
+ 44: ( 1350, 1250) 45: ( 1350, 1270)
+ 46: ( 1350, 1290) 47: ( 1350, 1310)
+ 48: ( 1350, 1330) 49: ( 1350, 1350)
+ 50: ( 1350, 1370) 51: ( 1350, 1390)
+ 52: ( 1350, 1410) 53: ( 1350, 1430)
+ 54: ( 1350, 1450) 55: ( 1350, 1470)
+ 56: ( 1350, 1490) 57: ( 1350, 1510)
+ 58: ( 1350, 1530) 59: ( 1350, 1550)
+ 60: ( 1350, 1570) 61: ( 1350, 1590)
+ 62: ( 1350, 1610) 63: ( 1350, 1630)
+
+ Measure overall pressure p = p_0 + ... + p_L
+ reading default: loadInitialModelFromFile................ 0
+ reading default: loadRealModelFromFile................... 0
+ reading config: FWINonlinearSolver...................... FWI_CGREGINN
+ reading default: CGREGINNType............................ Canonic
+ reading default: FWI_MaxInnerLoopSteps_CGREGINN.......... 10
+ reading default: FWI_Gamma_CGREGINN...................... 0.9
+ reading default: FWI_Damping_CGREGINN.................... 1
+ reading default: FWI_ThetaMax_CGREGINN................... 1
+ reading default: FWI_ThetaInitial_CGREGINN............... 0.4
+ reading default: FWI_RegularizationStrategy_CGREGINN..... 0
+ reading default: CGREGINNCanonic_Verbose................. 1
+ reading default: CGREGINNCanonic_Steps................... 10
+ reading default: CGREGINNCanonic_LineSearchSteps......... 3
+ reading default: CGREGINNCanonic_Epsilon................. 1e-10
+ reading default: CGREGINNCanonic_Reduction............... 1e-05
+ reading default: CGREGINNCanonic_MinimalStepNumber....... 0
+ reading default: FWI_Precon.............................. 0
+ reading default: FWI_HierarchyLevel...................... -1
+ reading default: FWI_SaveAdjointWF....................... 0
+ reading default: FWI_SaveSeis............................ 0
+ reading config: FWI_DebugPlottingLevel.................. 1
+ reading default: FWI_BacktrackingFactor.................. 0.5
+ reading default: FWI_BacktrackingActivated............... 0
+ Memory Usage at start31876
+ reading default: WriteSeismoToFileEvery.................. 2147483647
+ reading default: AAORecalculateWFEveryOuter.............. 1
+ Initialize Subproblems 31880
+ before get iterate 31887
+ after get iterate 31887
+ CGREGINNCanonic problem 0: d(0)
+ shot: 0: Solving forward problem...
+ Initialization: 0.36 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 33.07 seconds
+ Assembling Linearized Operators
+ Assembling Linearized Operators
+ Done!
+ Done!
+ after NonlinearEvaluation 32131
+ state_comps =
+ 1
+ after Defect 32136
+ *************************************
+ CGREGINNCanonic Subproblem 0: d(0): Starting inner loop ( ||r||_2 = 26143792, theta*||r||_2 = 26143792, theta = 1, m_max = 1 )
+ Before innerstep 32136
+ FWD.scalarProductL2(iterateMUpdate, iterateMUpdate) =
+ 0
+ CGREGINNCanonic Subproblem 0: d(0), inner(0): Solving backpropagation problem
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 0
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.37 seconds
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 3.6593217e+21
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 3.6593217e+21
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 3.6593217e+21
+ CGREGINNCanonic Subproblem0: d(0), inner(0): Solving linearized forward problem
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 38.50 seconds
+ alpha =
+ 1.4530012e-07
+ FWD.scalarProductL2(iterateMUpdate, iterateMUpdate) =
+ 77256060
+ after innerstep 44837
+ CGREGINNCanonic Subproblem: 0: d(0), inner(0): ||r||_2 = 12571047
+ CGREGINNCanonic Subproblem: 0: d(0): Finished inner loop ( 1 steps )
+ *************************************
+ reading default: PlotFactorIterates...................... 1
+ reading default: PlotShot................................ -1
+ Before finishIterate 44851
+ After finishIterate 44851
+ before get iterate 44851
+ after get iterate 44851
+ CGREGINNCanonic problem 1: d(0)
+ shot: 1: Solving forward problem...
+ Initialization: 0.35 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.70 seconds
+ Assembling Linearized Operators
+ Assembling Linearized Operators
+ Done!
+ Done!
+ after NonlinearEvaluation 34424
+ state_comps =
+ 1
+ after Defect 34424
+ *************************************
+ CGREGINNCanonic Subproblem 1: d(0): Starting inner loop ( ||r||_2 = 21108721, theta*||r||_2 = 21108721, theta = 1, m_max = 1 )
+ Before innerstep 34424
+ FWD.scalarProductL2(iterateMUpdate, iterateMUpdate) =
+ 0
+ CGREGINNCanonic Subproblem 1: d(0), inner(0): Solving backpropagation problem
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 0
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.47 seconds
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 1.605969e+21
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 1.605969e+21
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 1.605969e+21
+ CGREGINNCanonic Subproblem1: d(0), inner(0): Solving linearized forward problem
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 36.36 seconds
+ alpha =
+ 2.0461375e-07
+ FWD.scalarProductL2(iterateMUpdate, iterateMUpdate) =
+ 67236763
+ after innerstep 44978
+ CGREGINNCanonic Subproblem: 1: d(0), inner(0): ||r||_2 = 10932503
+ CGREGINNCanonic Subproblem: 1: d(0): Finished inner loop ( 1 steps )
+ *************************************
+ Before finishIterate 44990
+ After finishIterate 44990
+ before get iterate 44990
+ after get iterate 44990
+ CGREGINNCanonic problem 2: d(0)
+ shot: 2: Solving forward problem...
+ Initialization: 0.35 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 28.48 seconds
+ Assembling Linearized Operators
+ Assembling Linearized Operators
+ Done!
+ Done!
+ after NonlinearEvaluation 34680
+ state_comps =
+ 1
+ after Defect 34680
+ *************************************
+ CGREGINNCanonic Subproblem 2: d(0): Starting inner loop ( ||r||_2 = 18612739, theta*||r||_2 = 18612739, theta = 1, m_max = 1 )
+ Before innerstep 34680
+ FWD.scalarProductL2(iterateMUpdate, iterateMUpdate) =
+ 0
+ CGREGINNCanonic Subproblem 2: d(0), inner(0): Solving backpropagation problem
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 0
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 32.13 seconds
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 1.142657e+21
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 1.142657e+21
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 1.142657e+21
+ CGREGINNCanonic Subproblem2: d(0), inner(0): Solving linearized forward problem
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 34.56 seconds
+ alpha =
+ 2.4036545e-07
+ FWD.scalarProductL2(iterateMUpdate, iterateMUpdate) =
+ 66017635
+ after innerstep 45054
+ CGREGINNCanonic Subproblem: 2: d(0), inner(0): ||r||_2 = 8714648.1
+ CGREGINNCanonic Subproblem: 2: d(0): Finished inner loop ( 1 steps )
+ *************************************
+ Before finishIterate 45067
+ After finishIterate 45067
+ before get iterate 45067
+ after get iterate 45067
+ CGREGINNCanonic problem 3: d(0)
+ shot: 3: Solving forward problem...
+ Initialization: 0.33 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 28.16 seconds
+ Assembling Linearized Operators
+ Assembling Linearized Operators
+ Done!
+ Done!
+ after NonlinearEvaluation 34702
+ state_comps =
+ 1
+ after Defect 34702
+ *************************************
+ CGREGINNCanonic Subproblem 3: d(0): Starting inner loop ( ||r||_2 = 10115944, theta*||r||_2 = 10115944, theta = 1, m_max = 1 )
+ Before innerstep 34702
+ FWD.scalarProductL2(iterateMUpdate, iterateMUpdate) =
+ 0
+ CGREGINNCanonic Subproblem 3: d(0), inner(0): Solving backpropagation problem
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 0
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.66 seconds
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 1.7332069e+20
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 1.7332069e+20
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 1.7332069e+20
+ CGREGINNCanonic Subproblem3: d(0), inner(0): Solving linearized forward problem
+ Initialization: 0.29 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 34.46 seconds
+ alpha =
+ 4.3310542e-07
+ FWD.scalarProductL2(iterateMUpdate, iterateMUpdate) =
+ 32511549
+ after innerstep 45158
+ CGREGINNCanonic Subproblem: 3: d(0), inner(0): ||r||_2 = 5252125.7
+ CGREGINNCanonic Subproblem: 3: d(0): Finished inner loop ( 1 steps )
+ *************************************
+ Before finishIterate 45170
+ After finishIterate 45170
+ before get iterate 45170
+ after get iterate 45170
+ CGREGINNCanonic problem 4: d(0)
+ shot: 4: Solving forward problem...
+ Initialization: 0.34 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.16 seconds
+ Assembling Linearized Operators
+ Assembling Linearized Operators
+ Done!
+ Done!
+ after NonlinearEvaluation 34874
+ state_comps =
+ 1
+ after Defect 34874
+ *************************************
+ CGREGINNCanonic Subproblem 4: d(0): Starting inner loop ( ||r||_2 = 4613315.4, theta*||r||_2 = 4613315.4, theta = 1, m_max = 1 )
+ Before innerstep 34874
+ FWD.scalarProductL2(iterateMUpdate, iterateMUpdate) =
+ 0
+ CGREGINNCanonic Subproblem 4: d(0), inner(0): Solving backpropagation problem
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 0
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.72 seconds
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 3.8448165e+19
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 3.8448165e+19
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 3.8448165e+19
+ CGREGINNCanonic Subproblem4: d(0), inner(0): Solving linearized forward problem
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 36.23 seconds
+ alpha =
+ 2.274046e-07
+ FWD.scalarProductL2(iterateMUpdate, iterateMUpdate) =
+ 1988264.3
+ after innerstep 45260
+ CGREGINNCanonic Subproblem: 4: d(0), inner(0): ||r||_2 = 3560494.9
+ CGREGINNCanonic Subproblem: 4: d(0): Finished inner loop ( 1 steps )
+ *************************************
+ Before finishIterate 45272
+ After finishIterate 45272
+ before get iterate 45272
+ after get iterate 45272
+ CGREGINNCanonic problem 5: d(0)
+ shot: 5: Solving forward problem...
+ Initialization: 0.34 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 33.02 seconds
+ Assembling Linearized Operators
+ Assembling Linearized Operators
+ Done!
+ Done!
+ after NonlinearEvaluation 35034
+ state_comps =
+ 1
+ after Defect 35034
+ *************************************
+ CGREGINNCanonic Subproblem 5: d(0): Starting inner loop ( ||r||_2 = 4699903.3, theta*||r||_2 = 4699903.3, theta = 1, m_max = 1 )
+ Before innerstep 35034
+ FWD.scalarProductL2(iterateMUpdate, iterateMUpdate) =
+ 0
+ CGREGINNCanonic Subproblem 5: d(0), inner(0): Solving backpropagation problem
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 0
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 32.03 seconds
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 6.8873269e+19
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 6.8873269e+19
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 6.8873269e+19
+ CGREGINNCanonic Subproblem5: d(0), inner(0): Solving linearized forward problem
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 38.62 seconds
+ alpha =
+ 1.8052851e-07
+ FWD.scalarProductL2(iterateMUpdate, iterateMUpdate) =
+ 2244617.2
+ after innerstep 45383
+ CGREGINNCanonic Subproblem: 5: d(0), inner(0): ||r||_2 = 3144864.5
+ CGREGINNCanonic Subproblem: 5: d(0): Finished inner loop ( 1 steps )
+ *************************************
+ Before finishIterate 45395
+ After finishIterate 45395
+ before get iterate 45395
+ after get iterate 45395
+ CGREGINNCanonic problem 0: d(1)
+ shot: 0: Solving forward problem...
+ Initialization: 0.33 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 33.84 seconds
+ Assembling Linearized Operators
+ Assembling Linearized Operators
+ Done!
+ Done!
+ after NonlinearEvaluation 35102
+ after Defect 35102
+ *************************************
+ CGREGINNCanonic Subproblem 0: d(1): Starting inner loop ( ||r||_2 = 12571047, theta*||r||_2 = 6044694.4, theta = 0.48084254, m_max = 2 )
+ Before innerstep 35102
+ FWD.scalarProductL2(iterateMUpdate, iterateMUpdate) =
+ 0
+ CGREGINNCanonic Subproblem 0: d(1), inner(0): Solving backpropagation problem
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 0
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.90 seconds
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 8.8415841e+20
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 8.8415841e+20
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 8.8415841e+20
+ CGREGINNCanonic Subproblem0: d(1), inner(0): Solving linearized forward problem
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 38.68 seconds
+ alpha =
+ 1.5944699e-07
+ FWD.scalarProductL2(iterateMUpdate, iterateMUpdate) =
+ 22478261
+ after innerstep 45537
+ CGREGINNCanonic Subproblem: 0: d(1), inner(0): ||r||_2 = 7281619.2
+ Before innerstep 45537
+ FWD.scalarProductL2(iterateMUpdate, iterateMUpdate) =
+ 22478261
+ CGREGINNCanonic Subproblem 0: d(1), inner(1): Solving backpropagation problem
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 0
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 32.13 seconds
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 8.5332207e+19
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 8.5332207e+19
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 8.5332207e+19
+ CGREGINNCanonic Subproblem0: d(1), inner(1): Solving linearized forward problem
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 38.89 seconds
+ alpha =
+ 4.4459343e-07
+ FWD.scalarProductL2(iterateMUpdate, iterateMUpdate) =
+ 53565938
+ after innerstep 45480
+ CGREGINNCanonic Subproblem: 0: d(1), inner(1): ||r||_2 = 3847428.4
+ CGREGINNCanonic Subproblem: 0: d(1): Finished inner loop ( 2 steps )
+ *************************************
+ Before finishIterate 45493
+ After finishIterate 45493
+ before get iterate 45493
+ after get iterate 45493
+ CGREGINNCanonic problem 1: d(1)
+ shot: 1: Solving forward problem...
+ Initialization: 0.35 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.48 seconds
+ Assembling Linearized Operators
+ Assembling Linearized Operators
+ Done!
+ Done!
+ after NonlinearEvaluation 35467
+ after Defect 35467
+ *************************************
+ CGREGINNCanonic Subproblem 1: d(1): Starting inner loop ( ||r||_2 = 10932503, theta*||r||_2 = 5662096.9, theta = 0.51791404, m_max = 2 )
+ Before innerstep 35467
+ FWD.scalarProductL2(iterateMUpdate, iterateMUpdate) =
+ 0
+ CGREGINNCanonic Subproblem 1: d(1), inner(0): Solving backpropagation problem
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 0
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.80 seconds
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 3.1647457e+20
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 3.1647457e+20
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 3.1647457e+20
+ CGREGINNCanonic Subproblem1: d(1), inner(0): Solving linearized forward problem
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 36.23 seconds
+ alpha =
+ 1.6342234e-07
+ FWD.scalarProductL2(iterateMUpdate, iterateMUpdate) =
+ 8452042.7
+ after innerstep 45612
+ CGREGINNCanonic Subproblem: 1: d(1), inner(0): ||r||_2 = 4881939.9
+ CGREGINNCanonic Subproblem: 1: d(1): Finished inner loop ( 1 steps )
+ *************************************
+ Before finishIterate 45624
+ After finishIterate 45624
+ before get iterate 45624
+ after get iterate 45624
+ CGREGINNCanonic problem 2: d(1)
+ shot: 2: Solving forward problem...
+ Initialization: 0.34 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 28.65 seconds
+ Assembling Linearized Operators
+ Assembling Linearized Operators
+ Done!
+ Done!
+ after NonlinearEvaluation 35572
+ after Defect 35572
+ *************************************
+ CGREGINNCanonic Subproblem 2: d(1): Starting inner loop ( ||r||_2 = 8714648.1, theta*||r||_2 = 4080275, theta = 0.4682088, m_max = 2 )
+ Before innerstep 35572
+ FWD.scalarProductL2(iterateMUpdate, iterateMUpdate) =
+ 0
+ CGREGINNCanonic Subproblem 2: d(1), inner(0): Solving backpropagation problem
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 0
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.68 seconds
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 1.0865941e+20
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 1.0865941e+20
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 1.0865941e+20
+ CGREGINNCanonic Subproblem2: d(1), inner(0): Solving linearized forward problem
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 34.69 seconds
+ alpha =
+ 3.3706544e-07
+ FWD.scalarProductL2(iterateMUpdate, iterateMUpdate) =
+ 12345134
+ after innerstep 45709
+ CGREGINNCanonic Subproblem: 2: d(1), inner(0): ||r||_2 = 4286254.1
+ Before innerstep 45709
+ FWD.scalarProductL2(iterateMUpdate, iterateMUpdate) =
+ 12345134
+ CGREGINNCanonic Subproblem 2: d(1), inner(1): Solving backpropagation problem
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 0
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.75 seconds
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 2.7854141e+19
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 2.7854141e+19
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 2.7854141e+19
+ CGREGINNCanonic Subproblem2: d(1), inner(1): Solving linearized forward problem
+ Initialization: 0.29 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 34.72 seconds
+ alpha =
+ 3.5961667e-07
+ FWD.scalarProductL2(iterateMUpdate, iterateMUpdate) =
+ 23727686
+ after innerstep 45651
+ CGREGINNCanonic Subproblem: 2: d(1), inner(1): ||r||_2 = 2908798.4
+ CGREGINNCanonic Subproblem: 2: d(1): Finished inner loop ( 2 steps )
+ *************************************
+ Before finishIterate 45663
+ After finishIterate 45663
+ before get iterate 45663
+ after get iterate 45663
+ CGREGINNCanonic problem 3: d(1)
+ shot: 3: Solving forward problem...
+ Initialization: 0.34 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 28.20 seconds
+ Assembling Linearized Operators
+ Assembling Linearized Operators
+ Done!
+ Done!
+ after NonlinearEvaluation 36102
+ after Defect 36102
+ *************************************
+ CGREGINNCanonic Subproblem 3: d(1): Starting inner loop ( ||r||_2 = 5252125.7, theta*||r||_2 = 2726865.9, theta = 0.51919282, m_max = 2 )
+ Before innerstep 36102
+ FWD.scalarProductL2(iterateMUpdate, iterateMUpdate) =
+ 0
+ CGREGINNCanonic Subproblem 3: d(1), inner(0): Solving backpropagation problem
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 0
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.84 seconds
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 6.5135396e+19
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 6.5135396e+19
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 6.5135396e+19
+ CGREGINNCanonic Subproblem3: d(1), inner(0): Solving linearized forward problem
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 34.36 seconds
+ alpha =
+ 1.7643513e-07
+ FWD.scalarProductL2(iterateMUpdate, iterateMUpdate) =
+ 2027623
+ after innerstep 45841
+ CGREGINNCanonic Subproblem: 3: d(1), inner(0): ||r||_2 = 3636894.6
+ Before innerstep 45841
+ FWD.scalarProductL2(iterateMUpdate, iterateMUpdate) =
+ 2027623
+ CGREGINNCanonic Subproblem 3: d(1), inner(1): Solving backpropagation problem
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 0
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.84 seconds
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 1.0261227e+19
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 1.0261227e+19
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 1.0261227e+19
+ CGREGINNCanonic Subproblem3: d(1), inner(1): Solving linearized forward problem
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 34.06 seconds
+ alpha =
+ 7.557937e-07
+ FWD.scalarProductL2(iterateMUpdate, iterateMUpdate) =
+ 11635082
+ after innerstep 45781
+ CGREGINNCanonic Subproblem: 3: d(1), inner(1): ||r||_2 = 2341928.5
+ CGREGINNCanonic Subproblem: 3: d(1): Finished inner loop ( 2 steps )
+ *************************************
+ Before finishIterate 45794
+ After finishIterate 45794
+ before get iterate 45794
+ after get iterate 45794
+ CGREGINNCanonic problem 4: d(1)
+ shot: 4: Solving forward problem...
+ Initialization: 0.34 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.12 seconds
+ Assembling Linearized Operators
+ Assembling Linearized Operators
+ Done!
+ Done!
+ after NonlinearEvaluation 36529
+ after Defect 36529
+ *************************************
+ CGREGINNCanonic Subproblem 4: d(1): Starting inner loop ( ||r||_2 = 3560494.9, theta*||r||_2 = 2747942.1, theta = 0.77178657, m_max = 2 )
+ Before innerstep 36529
+ FWD.scalarProductL2(iterateMUpdate, iterateMUpdate) =
+ 0
+ CGREGINNCanonic Subproblem 4: d(1), inner(0): Solving backpropagation problem
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 0
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 32.00 seconds
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 6.1264591e+19
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 6.1264591e+19
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 6.1264591e+19
+ CGREGINNCanonic Subproblem4: d(1), inner(0): Solving linearized forward problem
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 36.06 seconds
+ alpha =
+ 1.4701357e-07
+ FWD.scalarProductL2(iterateMUpdate, iterateMUpdate) =
+ 1324111
+ after innerstep 45948
+ CGREGINNCanonic Subproblem: 4: d(1), inner(0): ||r||_2 = 2286278.5
+ CGREGINNCanonic Subproblem: 4: d(1): Finished inner loop ( 1 steps )
+ *************************************
+ Before finishIterate 45960
+ After finishIterate 45960
+ before get iterate 45960
+ after get iterate 45960
+ CGREGINNCanonic problem 5: d(1)
+ shot: 5: Solving forward problem...
+ Initialization: 0.34 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 33.22 seconds
+ Assembling Linearized Operators
+ Assembling Linearized Operators
+ Done!
+ Done!
+ after NonlinearEvaluation 36632
+ after Defect 36632
+ *************************************
+ CGREGINNCanonic Subproblem 5: d(1): Starting inner loop ( ||r||_2 = 3144864.5, theta*||r||_2 = 2104335.3, theta = 0.66913387, m_max = 2 )
+ Before innerstep 36632
+ FWD.scalarProductL2(iterateMUpdate, iterateMUpdate) =
+ 0
+ CGREGINNCanonic Subproblem 5: d(1), inner(0): Solving backpropagation problem
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 0
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.88 seconds
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 1.0408259e+19
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 1.0408259e+19
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 1.0408259e+19
+ CGREGINNCanonic Subproblem5: d(1), inner(0): Solving linearized forward problem
+ Initialization: 0.29 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 38.61 seconds
+ alpha =
+ 2.4698781e-07
+ FWD.scalarProductL2(iterateMUpdate, iterateMUpdate) =
+ 634934.78
+ after innerstep 46039
+ CGREGINNCanonic Subproblem: 5: d(1), inner(0): ||r||_2 = 2251728
+ Before innerstep 46039
+ FWD.scalarProductL2(iterateMUpdate, iterateMUpdate) =
+ 634934.78
+ CGREGINNCanonic Subproblem 5: d(1), inner(1): Solving backpropagation problem
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 0
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.87 seconds
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 6.4221762e+18
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 6.4221762e+18
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 6.4221762e+18
+ CGREGINNCanonic Subproblem5: d(1), inner(1): Solving linearized forward problem
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 38.21 seconds
+ alpha =
+ 4.1901582e-07
+ FWD.scalarProductL2(iterateMUpdate, iterateMUpdate) =
+ 3801184.7
+ after innerstep 45986
+ CGREGINNCanonic Subproblem: 5: d(1), inner(1): ||r||_2 = 1557601.8
+ CGREGINNCanonic Subproblem: 5: d(1): Finished inner loop ( 2 steps )
+ *************************************
+ Before finishIterate 45998
+ After finishIterate 45998
+ before get iterate 45998
+ after get iterate 45998
+ CGREGINNCanonic problem 0: d(2)
+ shot: 0: Solving forward problem...
+ Initialization: 0.34 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 33.66 seconds
+ Assembling Linearized Operators
+ Assembling Linearized Operators
+ Done!
+ Done!
+ after NonlinearEvaluation 36968
+ after Defect 36968
+ *************************************
+ CGREGINNCanonic Subproblem 0: d(2): Starting inner loop ( ||r||_2 = 3945049.3, theta*||r||_2 = 2920998.4, theta = 0.74042127, m_max = 3 )
+ Before innerstep 36968
+ FWD.scalarProductL2(iterateMUpdate, iterateMUpdate) =
+ 0
+ CGREGINNCanonic Subproblem 0: d(2), inner(0): Solving backpropagation problem
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 0
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.66 seconds
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 1.6990539e+19
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 1.6990539e+19
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 1.6990539e+19
+ CGREGINNCanonic Subproblem0: d(2), inner(0): Solving linearized forward problem
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 38.81 seconds
+ alpha =
+ 3.9098442e-07
+ FWD.scalarProductL2(iterateMUpdate, iterateMUpdate) =
+ 2597323.6
+ after innerstep 46069
+ CGREGINNCanonic Subproblem: 0: d(2), inner(0): ||r||_2 = 2982991.1
+ Before innerstep 46069
+ FWD.scalarProductL2(iterateMUpdate, iterateMUpdate) =
+ 2597323.6
+ CGREGINNCanonic Subproblem 0: d(2), inner(1): Solving backpropagation problem
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 0
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.91 seconds
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 9.6725721e+18
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 9.6725721e+18
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 9.6725721e+18
+ CGREGINNCanonic Subproblem0: d(2), inner(1): Solving linearized forward problem
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 38.59 seconds
+ alpha =
+ 4.1785267e-07
+ FWD.scalarProductL2(iterateMUpdate, iterateMUpdate) =
+ 8433524.3
+ after innerstep 46005
+ CGREGINNCanonic Subproblem: 0: d(2), inner(1): ||r||_2 = 2195341.8
+ CGREGINNCanonic Subproblem: 0: d(2): Finished inner loop ( 2 steps )
+ *************************************
+ Before finishIterate 46018
+ After finishIterate 46018
+ before get iterate 46018
+ after get iterate 46018
+ CGREGINNCanonic problem 1: d(2)
+ shot: 1: Solving forward problem...
+ Initialization: 0.34 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.50 seconds
+ Assembling Linearized Operators
+ Assembling Linearized Operators
+ Done!
+ Done!
+ after NonlinearEvaluation 37404
+ after Defect 37404
+ *************************************
+ CGREGINNCanonic Subproblem 1: d(2): Starting inner loop ( ||r||_2 = 3958283.4, theta*||r||_2 = 1845045.5, theta = 0.46612264, m_max = 2 )
+ Before innerstep 37404
+ FWD.scalarProductL2(iterateMUpdate, iterateMUpdate) =
+ 0
+ CGREGINNCanonic Subproblem 1: d(2), inner(0): Solving backpropagation problem
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 0
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.80 seconds
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 3.1457735e+19
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 3.1457735e+19
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 3.1457735e+19
+ CGREGINNCanonic Subproblem1: d(2), inner(0): Solving linearized forward problem
+ Initialization: 0.27 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 36.48 seconds
+ alpha =
+ 2.683047e-07
+ FWD.scalarProductL2(iterateMUpdate, iterateMUpdate) =
+ 2264560.9
+ after innerstep 46232
+ CGREGINNCanonic Subproblem: 1: d(2), inner(0): ||r||_2 = 2693280.5
+ Before innerstep 46232
+ FWD.scalarProductL2(iterateMUpdate, iterateMUpdate) =
+ 2264560.9
+ CGREGINNCanonic Subproblem 1: d(2), inner(1): Solving backpropagation problem
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 0
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 32.02 seconds
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 1.1977893e+19
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 1.1977893e+19
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 1.1977893e+19
+ CGREGINNCanonic Subproblem1: d(2), inner(1): Solving linearized forward problem
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 36.35 seconds
+ alpha =
+ 2.9447753e-07
+ FWD.scalarProductL2(iterateMUpdate, iterateMUpdate) =
+ 5613752.8
+ after innerstep 46167
+ CGREGINNCanonic Subproblem: 1: d(2), inner(1): ||r||_2 = 1931352.1
+ CGREGINNCanonic Subproblem: 1: d(2): Finished inner loop ( 2 steps )
+ *************************************
+ Before finishIterate 46179
+ After finishIterate 46179
+ before get iterate 46179
+ after get iterate 46179
+ CGREGINNCanonic problem 2: d(2)
+ shot: 2: Solving forward problem...
+ Initialization: 0.34 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 28.43 seconds
+ Assembling Linearized Operators
+ Assembling Linearized Operators
+ Done!
+ Done!
+ after NonlinearEvaluation 37507
+ after Defect 37507
+ *************************************
+ CGREGINNCanonic Subproblem 2: d(2): Starting inner loop ( ||r||_2 = 3511458.3, theta*||r||_2 = 2577777, theta = 0.7341044, m_max = 3 )
+ Before innerstep 37507
+ FWD.scalarProductL2(iterateMUpdate, iterateMUpdate) =
+ 0
+ CGREGINNCanonic Subproblem 2: d(2), inner(0): Solving backpropagation problem
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 0
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.83 seconds
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 4.6136493e+19
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 4.6136493e+19
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 4.6136493e+19
+ CGREGINNCanonic Subproblem2: d(2), inner(0): Solving linearized forward problem
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 34.58 seconds
+ alpha =
+ 1.6425078e-07
+ FWD.scalarProductL2(iterateMUpdate, iterateMUpdate) =
+ 1244685.1
+ after innerstep 46332
+ CGREGINNCanonic Subproblem: 2: d(2), inner(0): ||r||_2 = 2163122.1
+ CGREGINNCanonic Subproblem: 2: d(2): Finished inner loop ( 1 steps )
+ *************************************
+ Before finishIterate 46344
+ After finishIterate 46344
+ before get iterate 46344
+ after get iterate 46344
+ CGREGINNCanonic problem 3: d(2)
+ shot: 3: Solving forward problem...
+ Initialization: 0.34 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 28.13 seconds
+ Assembling Linearized Operators
+ Assembling Linearized Operators
+ Done!
+ Done!
+ after NonlinearEvaluation 37546
+ after Defect 37546
+ *************************************
+ CGREGINNCanonic Subproblem 3: d(2): Starting inner loop ( ||r||_2 = 2478284.4, theta*||r||_2 = 1882495.9, theta = 0.75959641, m_max = 3 )
+ Before innerstep 37546
+ FWD.scalarProductL2(iterateMUpdate, iterateMUpdate) =
+ 0
+ CGREGINNCanonic Subproblem 3: d(2), inner(0): Solving backpropagation problem
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 0
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.71 seconds
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 7.6526515e+18
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 7.6526515e+18
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 7.6526515e+18
+ CGREGINNCanonic Subproblem3: d(2), inner(0): Solving linearized forward problem
+ Initialization: 0.29 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 34.56 seconds
+ alpha =
+ 3.4246524e-07
+ FWD.scalarProductL2(iterateMUpdate, iterateMUpdate) =
+ 897521.63
+ after innerstep 46432
+ CGREGINNCanonic Subproblem: 3: d(2), inner(0): ||r||_2 = 1875494.9
+ CGREGINNCanonic Subproblem: 3: d(2): Finished inner loop ( 1 steps )
+ *************************************
+ Before finishIterate 46444
+ After finishIterate 46444
+ before get iterate 46444
+ after get iterate 46444
+ CGREGINNCanonic problem 4: d(2)
+ shot: 4: Solving forward problem...
+ Initialization: 0.33 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.16 seconds
+ Assembling Linearized Operators
+ Assembling Linearized Operators
+ Done!
+ Done!
+ after NonlinearEvaluation 37638
+ after Defect 37638
+ *************************************
+ CGREGINNCanonic Subproblem 4: d(2): Starting inner loop ( ||r||_2 = 2363947, theta*||r||_2 = 1642016.3, theta = 0.69460791, m_max = 2 )
+ Before innerstep 37638
+ FWD.scalarProductL2(iterateMUpdate, iterateMUpdate) =
+ 0
+ CGREGINNCanonic Subproblem 4: d(2), inner(0): Solving backpropagation problem
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 0
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.74 seconds
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 1.1587647e+19
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 1.1587647e+19
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 1.1587647e+19
+ CGREGINNCanonic Subproblem4: d(2), inner(0): Solving linearized forward problem
+ Initialization: 0.27 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 36.07 seconds
+ alpha =
+ 2.0077416e-07
+ FWD.scalarProductL2(iterateMUpdate, iterateMUpdate) =
+ 467101.1
+ after innerstep 46523
+ CGREGINNCanonic Subproblem: 4: d(2), inner(0): ||r||_2 = 1813724.4
+ Before innerstep 46523
+ FWD.scalarProductL2(iterateMUpdate, iterateMUpdate) =
+ 467101.1
+ CGREGINNCanonic Subproblem 4: d(2), inner(1): Solving backpropagation problem
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 0
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.80 seconds
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 3.650757e+18
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 3.650757e+18
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 3.650757e+18
+ CGREGINNCanonic Subproblem4: d(2), inner(1): Solving linearized forward problem
+ Initialization: 0.27 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 35.68 seconds
+ alpha =
+ 3.8089786e-07
+ FWD.scalarProductL2(iterateMUpdate, iterateMUpdate) =
+ 1731353.6
+ after innerstep 46469
+ CGREGINNCanonic Subproblem: 4: d(2), inner(1): ||r||_2 = 1377681.4
+ CGREGINNCanonic Subproblem: 4: d(2): Finished inner loop ( 2 steps )
+ *************************************
+ Before finishIterate 46482
+ After finishIterate 46482
+ before get iterate 46482
+ after get iterate 46482
+ CGREGINNCanonic problem 5: d(2)
+ shot: 5: Solving forward problem...
+ Initialization: 0.34 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 33.14 seconds
+ Assembling Linearized Operators
+ Assembling Linearized Operators
+ Done!
+ Done!
+ after NonlinearEvaluation 37813
+ after Defect 37813
+ *************************************
+ CGREGINNCanonic Subproblem 5: d(2): Starting inner loop ( ||r||_2 = 1547748.8, theta*||r||_2 = 1291700, theta = 0.83456693, m_max = 3 )
+ Before innerstep 37813
+ FWD.scalarProductL2(iterateMUpdate, iterateMUpdate) =
+ 0
+ CGREGINNCanonic Subproblem 5: d(2), inner(0): Solving backpropagation problem
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 0
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.59 seconds
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 3.9607469e+18
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 3.9607469e+18
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 3.9607469e+18
+ CGREGINNCanonic Subproblem5: d(2), inner(0): Solving linearized forward problem
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 38.85 seconds
+ alpha =
+ 1.7206057e-07
+ FWD.scalarProductL2(iterateMUpdate, iterateMUpdate) =
+ 117257.28
+ after innerstep 46632
+ CGREGINNCanonic Subproblem: 5: d(2), inner(0): ||r||_2 = 1308066.3
+ Before innerstep 46632
+ FWD.scalarProductL2(iterateMUpdate, iterateMUpdate) =
+ 117257.28
+ CGREGINNCanonic Subproblem 5: d(2), inner(1): Solving backpropagation problem
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 0
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.69 seconds
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 1.0678613e+18
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 1.0678613e+18
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 1.0678613e+18
+ CGREGINNCanonic Subproblem5: d(2), inner(1): Solving linearized forward problem
+ Initialization: 0.27 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 38.25 seconds
+ alpha =
+ 5.9335939e-07
+ FWD.scalarProductL2(iterateMUpdate, iterateMUpdate) =
+ 817433.33
+ after innerstep 46569
+ CGREGINNCanonic Subproblem: 5: d(2), inner(1): ||r||_2 = 1040209.6
+ CGREGINNCanonic Subproblem: 5: d(2): Finished inner loop ( 2 steps )
+ *************************************
+ Before finishIterate 46581
+ After finishIterate 46581
+ before get iterate 46581
+ after get iterate 46581
+ CGREGINNCanonic problem 0: d(3)
+ shot: 0: Solving forward problem...
+ Initialization: 0.34 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 33.70 seconds
+ Assembling Linearized Operators
+ Assembling Linearized Operators
+ Done!
+ Done!
+ after NonlinearEvaluation 37914
+ after Defect 37914
+ *************************************
+ CGREGINNCanonic Subproblem 0: d(3): Starting inner loop ( ||r||_2 = 2164004.3, theta*||r||_2 = 1442047.4, theta = 0.66637915, m_max = 4 )
+ Before innerstep 37914
+ FWD.scalarProductL2(iterateMUpdate, iterateMUpdate) =
+ 0
+ CGREGINNCanonic Subproblem 0: d(3), inner(0): Solving backpropagation problem
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 0
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.54 seconds
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 1.0257427e+19
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 1.0257427e+19
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 1.0257427e+19
+ CGREGINNCanonic Subproblem0: d(3), inner(0): Solving linearized forward problem
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 38.59 seconds
+ alpha =
+ 1.5862963e-07
+ FWD.scalarProductL2(iterateMUpdate, iterateMUpdate) =
+ 258111.33
+ after innerstep 46710
+ CGREGINNCanonic Subproblem: 0: d(3), inner(0): ||r||_2 = 1751169.4
+ Before innerstep 46710
+ FWD.scalarProductL2(iterateMUpdate, iterateMUpdate) =
+ 258111.33
+ CGREGINNCanonic Subproblem 0: d(3), inner(1): Solving backpropagation problem
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 0
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.65 seconds
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 1.8074978e+18
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 1.8074978e+18
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 1.8074978e+18
+ CGREGINNCanonic Subproblem0: d(3), inner(1): Solving linearized forward problem
+ Initialization: 0.27 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 38.67 seconds
+ alpha =
+ 6.7150958e-07
+ FWD.scalarProductL2(iterateMUpdate, iterateMUpdate) =
+ 1614282.5
+ after innerstep 46649
+ CGREGINNCanonic Subproblem: 0: d(3), inner(1): ||r||_2 = 1362828.3
+ CGREGINNCanonic Subproblem: 0: d(3): Finished inner loop ( 2 steps )
+ *************************************
+ Before finishIterate 46661
+ After finishIterate 46661
+ before get iterate 46661
+ after get iterate 46661
+ CGREGINNCanonic problem 1: d(3)
+ shot: 1: Solving forward problem...
+ Initialization: 0.34 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.44 seconds
+ Assembling Linearized Operators
+ Assembling Linearized Operators
+ Done!
+ Done!
+ after NonlinearEvaluation 38042
+ after Defect 38042
+ *************************************
+ CGREGINNCanonic Subproblem 1: d(3): Starting inner loop ( ||r||_2 = 1950771.1, theta*||r||_2 = 1430034.9, theta = 0.73306132, m_max = 3 )
+ Before innerstep 38042
+ FWD.scalarProductL2(iterateMUpdate, iterateMUpdate) =
+ 0
+ CGREGINNCanonic Subproblem 1: d(3), inner(0): Solving backpropagation problem
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 0
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.59 seconds
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 4.9300935e+18
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 4.9300935e+18
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 4.9300935e+18
+ CGREGINNCanonic Subproblem1: d(3), inner(0): Solving linearized forward problem
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 36.22 seconds
+ alpha =
+ 2.3135893e-07
+ FWD.scalarProductL2(iterateMUpdate, iterateMUpdate) =
+ 263892.89
+ after innerstep 46838
+ CGREGINNCanonic Subproblem: 1: d(3), inner(0): ||r||_2 = 1629883.1
+ Before innerstep 46838
+ FWD.scalarProductL2(iterateMUpdate, iterateMUpdate) =
+ 263892.89
+ CGREGINNCanonic Subproblem 1: d(3), inner(1): Solving backpropagation problem
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 0
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.66 seconds
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 2.3592959e+18
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 2.3592959e+18
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 2.3592959e+18
+ CGREGINNCanonic Subproblem1: d(3), inner(1): Solving linearized forward problem
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 35.95 seconds
+ alpha =
+ 5.7336903e-07
+ FWD.scalarProductL2(iterateMUpdate, iterateMUpdate) =
+ 2044861.4
+ after innerstep 46784
+ CGREGINNCanonic Subproblem: 1: d(3), inner(1): ||r||_2 = 1136031.3
+ CGREGINNCanonic Subproblem: 1: d(3): Finished inner loop ( 2 steps )
+ *************************************
+ Before finishIterate 46797
+ After finishIterate 46797
+ before get iterate 46797
+ after get iterate 46797
+ CGREGINNCanonic problem 2: d(3)
+ shot: 2: Solving forward problem...
+ Initialization: 0.34 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 28.36 seconds
+ Assembling Linearized Operators
+ Assembling Linearized Operators
+ Done!
+ Done!
+ after NonlinearEvaluation 38309
+ after Defect 38309
+ *************************************
+ CGREGINNCanonic Subproblem 2: d(3): Starting inner loop ( ||r||_2 = 2357183.6, theta*||r||_2 = 1557377, theta = 0.66069396, m_max = 3 )
+ Before innerstep 38309
+ FWD.scalarProductL2(iterateMUpdate, iterateMUpdate) =
+ 0
+ CGREGINNCanonic Subproblem 2: d(3), inner(0): Solving backpropagation problem
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 0
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.58 seconds
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 1.0374393e+19
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 1.0374393e+19
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 1.0374393e+19
+ CGREGINNCanonic Subproblem2: d(3), inner(0): Solving linearized forward problem
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 34.72 seconds
+ alpha =
+ 2.4224096e-07
+ FWD.scalarProductL2(iterateMUpdate, iterateMUpdate) =
+ 608776.43
+ after innerstep 46908
+ CGREGINNCanonic Subproblem: 2: d(3), inner(0): ||r||_2 = 1741419.3
+ Before innerstep 46908
+ FWD.scalarProductL2(iterateMUpdate, iterateMUpdate) =
+ 608776.43
+ CGREGINNCanonic Subproblem 2: d(3), inner(1): Solving backpropagation problem
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 0
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.67 seconds
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 3.0980338e+18
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 3.0980338e+18
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 3.0980338e+18
+ CGREGINNCanonic Subproblem2: d(3), inner(1): Solving linearized forward problem
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 34.11 seconds
+ alpha =
+ 3.9983338e-07
+ FWD.scalarProductL2(iterateMUpdate, iterateMUpdate) =
+ 1861315.2
+ after innerstep 46856
+ CGREGINNCanonic Subproblem: 2: d(3), inner(1): ||r||_2 = 1337668.2
+ CGREGINNCanonic Subproblem: 2: d(3): Finished inner loop ( 2 steps )
+ *************************************
+ Before finishIterate 46868
+ After finishIterate 46868
+ before get iterate 46868
+ after get iterate 46868
+ CGREGINNCanonic problem 3: d(3)
+ shot: 3: Solving forward problem...
+ Initialization: 0.33 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 28.03 seconds
+ Assembling Linearized Operators
+ Assembling Linearized Operators
+ Done!
+ Done!
+ after NonlinearEvaluation 38368
+ after Defect 38368
+ *************************************
+ CGREGINNCanonic Subproblem 3: d(3): Starting inner loop ( ||r||_2 = 2219477, theta*||r||_2 = 1517316.1, theta = 0.68363677, m_max = 3 )
+ Before innerstep 38368
+ FWD.scalarProductL2(iterateMUpdate, iterateMUpdate) =
+ 0
+ CGREGINNCanonic Subproblem 3: d(3), inner(0): Solving backpropagation problem
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 0
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.58 seconds
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 1.0837819e+19
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 1.0837819e+19
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 1.0837819e+19
+ CGREGINNCanonic Subproblem3: d(3), inner(0): Solving linearized forward problem
+ Initialization: 0.27 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 34.59 seconds
+ alpha =
+ 1.9434572e-07
+ FWD.scalarProductL2(iterateMUpdate, iterateMUpdate) =
+ 409347.24
+ after innerstep 47000
+ CGREGINNCanonic Subproblem: 3: d(3), inner(0): ||r||_2 = 1677224.6
+ Before innerstep 47000
+ FWD.scalarProductL2(iterateMUpdate, iterateMUpdate) =
+ 409347.24
+ CGREGINNCanonic Subproblem 3: d(3), inner(1): Solving backpropagation problem
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 0
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.81 seconds
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 2.1521871e+18
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 2.1521871e+18
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 2.1521871e+18
+ CGREGINNCanonic Subproblem3: d(3), inner(1): Solving linearized forward problem
+ Initialization: 0.27 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 34.31 seconds
+ alpha =
+ 5.0233233e-07
+ FWD.scalarProductL2(iterateMUpdate, iterateMUpdate) =
+ 1490273
+ after innerstep 46943
+ CGREGINNCanonic Subproblem: 3: d(3), inner(1): ||r||_2 = 1313031.2
+ CGREGINNCanonic Subproblem: 3: d(3): Finished inner loop ( 2 steps )
+ *************************************
+ Before finishIterate 46955
+ After finishIterate 46955
+ before get iterate 46955
+ after get iterate 46955
+ CGREGINNCanonic problem 4: d(3)
+ shot: 4: Solving forward problem...
+ Initialization: 0.33 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 29.88 seconds
+ Assembling Linearized Operators
+ Assembling Linearized Operators
+ Done!
+ Done!
+ after NonlinearEvaluation 38452
+ after Defect 38452
+ *************************************
+ CGREGINNCanonic Subproblem 4: d(3): Starting inner loop ( ||r||_2 = 1418214.4, theta*||r||_2 = 1201658.6, theta = 0.84730396, m_max = 3 )
+ Before innerstep 38452
+ FWD.scalarProductL2(iterateMUpdate, iterateMUpdate) =
+ 0
+ CGREGINNCanonic Subproblem 4: d(3), inner(0): Solving backpropagation problem
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 0
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.62 seconds
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 2.0191179e+18
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 2.0191179e+18
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 2.0191179e+18
+ CGREGINNCanonic Subproblem4: d(3), inner(0): Solving linearized forward problem
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 36.15 seconds
+ alpha =
+ 2.9715572e-07
+ FWD.scalarProductL2(iterateMUpdate, iterateMUpdate) =
+ 178291.18
+ after innerstep 47101
+ CGREGINNCanonic Subproblem: 4: d(3), inner(0): ||r||_2 = 1187329.2
+ CGREGINNCanonic Subproblem: 4: d(3): Finished inner loop ( 1 steps )
+ *************************************
+ Before finishIterate 47114
+ After finishIterate 47114
+ before get iterate 47114
+ after get iterate 47114
+ CGREGINNCanonic problem 5: d(3)
+ shot: 5: Solving forward problem...
+ Initialization: 0.33 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 33.27 seconds
+ Assembling Linearized Operators
+ Assembling Linearized Operators
+ Done!
+ Done!
+ after NonlinearEvaluation 38514
+ after Defect 38514
+ *************************************
+ CGREGINNCanonic Subproblem 5: d(3): Starting inner loop ( ||r||_2 = 1040396.9, theta*||r||_2 = 781452.75, theta = 0.75111024, m_max = 4 )
+ Before innerstep 38514
+ FWD.scalarProductL2(iterateMUpdate, iterateMUpdate) =
+ 0
+ CGREGINNCanonic Subproblem 5: d(3), inner(0): Solving backpropagation problem
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 0
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.58 seconds
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 6.4456247e+17
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 6.4456247e+17
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 6.4456247e+17
+ CGREGINNCanonic Subproblem5: d(3), inner(0): Solving linearized forward problem
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 38.69 seconds
+ alpha =
+ 2.5115712e-07
+ FWD.scalarProductL2(iterateMUpdate, iterateMUpdate) =
+ 40658.937
+ after innerstep 47193
+ CGREGINNCanonic Subproblem: 5: d(3), inner(0): ||r||_2 = 959427.9
+ Before innerstep 47193
+ FWD.scalarProductL2(iterateMUpdate, iterateMUpdate) =
+ 40658.937
+ CGREGINNCanonic Subproblem 5: d(3), inner(1): Solving backpropagation problem
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 0
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.66 seconds
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 4.5642485e+17
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 4.5642485e+17
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 4.5642485e+17
+ CGREGINNCanonic Subproblem5: d(3), inner(1): Solving linearized forward problem
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 38.24 seconds
+ alpha =
+ 6.8515369e-07
+ FWD.scalarProductL2(iterateMUpdate, iterateMUpdate) =
+ 565696.73
+ after innerstep 47143
+ CGREGINNCanonic Subproblem: 5: d(3), inner(1): ||r||_2 = 781953.98
+ Before innerstep 47143
+ FWD.scalarProductL2(iterateMUpdate, iterateMUpdate) =
+ 565696.73
+ CGREGINNCanonic Subproblem 5: d(3), inner(2): Solving backpropagation problem
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 0
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.60 seconds
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 5.1234625e+17
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 5.1234625e+17
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 5.1234625e+17
+ CGREGINNCanonic Subproblem5: d(3), inner(2): Solving linearized forward problem
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 38.93 seconds
+ alpha =
+ 4.2007878e-07
+ FWD.scalarProductL2(iterateMUpdate, iterateMUpdate) =
+ 1448764.6
+ after innerstep 47101
+ CGREGINNCanonic Subproblem: 5: d(3), inner(2): ||r||_2 = 631655.58
+ CGREGINNCanonic Subproblem: 5: d(3): Finished inner loop ( 3 steps )
+ *************************************
+ Before finishIterate 47113
+ After finishIterate 47113
+ before get iterate 47113
+ after get iterate 47113
+ CGREGINNCanonic problem 0: d(4)
+ shot: 0: Solving forward problem...
+ Initialization: 0.33 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 33.50 seconds
+ Assembling Linearized Operators
+ Assembling Linearized Operators
+ Done!
+ Done!
+ after NonlinearEvaluation 38740
+ after Defect 38740
+ *************************************
+ CGREGINNCanonic Subproblem 0: d(4): Starting inner loop ( ||r||_2 = 1590454.8, theta*||r||_2 = 953861.32, theta = 0.59974123, m_max = 4 )
+ Before innerstep 38740
+ FWD.scalarProductL2(iterateMUpdate, iterateMUpdate) =
+ 0
+ CGREGINNCanonic Subproblem 0: d(4), inner(0): Solving backpropagation problem
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 0
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.70 seconds
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 3.3417097e+18
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 3.3417097e+18
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 3.3417097e+18
+ CGREGINNCanonic Subproblem0: d(4), inner(0): Solving linearized forward problem
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 38.88 seconds
+ alpha =
+ 2.1946051e-07
+ FWD.scalarProductL2(iterateMUpdate, iterateMUpdate) =
+ 160946.48
+ after innerstep 47300
+ CGREGINNCanonic Subproblem: 0: d(4), inner(0): ||r||_2 = 1334204.4
+ Before innerstep 47300
+ FWD.scalarProductL2(iterateMUpdate, iterateMUpdate) =
+ 160946.48
+ CGREGINNCanonic Subproblem 0: d(4), inner(1): Solving backpropagation problem
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 0
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.77 seconds
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 9.6484835e+17
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 9.6484835e+17
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 9.6484835e+17
+ CGREGINNCanonic Subproblem0: d(4), inner(1): Solving linearized forward problem
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 38.44 seconds
+ alpha =
+ 4.4439532e-07
+ FWD.scalarProductL2(iterateMUpdate, iterateMUpdate) =
+ 597528.05
+ after innerstep 47245
+ CGREGINNCanonic Subproblem: 0: d(4), inner(1): ||r||_2 = 1160322.4
+ Before innerstep 47245
+ FWD.scalarProductL2(iterateMUpdate, iterateMUpdate) =
+ 597528.05
+ CGREGINNCanonic Subproblem 0: d(4), inner(2): Solving backpropagation problem
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 0
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.62 seconds
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 8.8863539e+17
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 8.8863539e+17
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 8.8863539e+17
+ CGREGINNCanonic Subproblem0: d(4), inner(2): Solving linearized forward problem
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 38.63 seconds
+ alpha =
+ 5.898436e-07
+ FWD.scalarProductL2(iterateMUpdate, iterateMUpdate) =
+ 2160566.8
+ after innerstep 47201
+ CGREGINNCanonic Subproblem: 0: d(4), inner(2): ||r||_2 = 910593.65
+ CGREGINNCanonic Subproblem: 0: d(4): Finished inner loop ( 3 steps )
+ *************************************
+ Before finishIterate 47213
+ After finishIterate 47213
+ before get iterate 47213
+ after get iterate 47213
+ CGREGINNCanonic problem 1: d(4)
+ shot: 1: Solving forward problem...
+ Initialization: 0.33 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.21 seconds
+ Assembling Linearized Operators
+ Assembling Linearized Operators
+ Done!
+ Done!
+ after NonlinearEvaluation 38798
+ after Defect 38798
+ *************************************
+ CGREGINNCanonic Subproblem 1: d(4): Starting inner loop ( ||r||_2 = 1316056.5, theta*||r||_2 = 868275.13, theta = 0.65975519, m_max = 4 )
+ Before innerstep 38798
+ FWD.scalarProductL2(iterateMUpdate, iterateMUpdate) =
+ 0
+ CGREGINNCanonic Subproblem 1: d(4), inner(0): Solving backpropagation problem
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 0
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.69 seconds
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 1.8415144e+18
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 1.8415144e+18
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 1.8415144e+18
+ CGREGINNCanonic Subproblem1: d(4), inner(0): Solving linearized forward problem
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 36.20 seconds
+ alpha =
+ 3.4182728e-07
+ FWD.scalarProductL2(iterateMUpdate, iterateMUpdate) =
+ 215173.39
+ after innerstep 47392
+ CGREGINNCanonic Subproblem: 1: d(4), inner(0): ||r||_2 = 1050785.6
+ Before innerstep 47392
+ FWD.scalarProductL2(iterateMUpdate, iterateMUpdate) =
+ 215173.39
+ CGREGINNCanonic Subproblem 1: d(4), inner(1): Solving backpropagation problem
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 0
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.74 seconds
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 6.9107474e+17
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 6.9107474e+17
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 6.9107474e+17
+ CGREGINNCanonic Subproblem1: d(4), inner(1): Solving linearized forward problem
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 36.14 seconds
+ alpha =
+ 8.0816497e-07
+ FWD.scalarProductL2(iterateMUpdate, iterateMUpdate) =
+ 1223563.3
+ after innerstep 47337
+ CGREGINNCanonic Subproblem: 1: d(4), inner(1): ||r||_2 = 739286.82
+ CGREGINNCanonic Subproblem: 1: d(4): Finished inner loop ( 2 steps )
+ *************************************
+ Before finishIterate 47350
+ After finishIterate 47350
+ before get iterate 47350
+ after get iterate 47350
+ CGREGINNCanonic problem 2: d(4)
+ shot: 2: Solving forward problem...
+ Initialization: 0.33 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 28.23 seconds
+ Assembling Linearized Operators
+ Assembling Linearized Operators
+ Done!
+ Done!
+ after NonlinearEvaluation 39073
+ after Defect 39073
+ *************************************
+ CGREGINNCanonic Subproblem 2: d(4): Starting inner loop ( ||r||_2 = 1437196.6, theta*||r||_2 = 1193371.9, theta = 0.83034698, m_max = 3 )
+ Before innerstep 39073
+ FWD.scalarProductL2(iterateMUpdate, iterateMUpdate) =
+ 0
+ CGREGINNCanonic Subproblem 2: d(4), inner(0): Solving backpropagation problem
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 0
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.56 seconds
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 2.9049169e+18
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 2.9049169e+18
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 2.9049169e+18
+ CGREGINNCanonic Subproblem2: d(4), inner(0): Solving linearized forward problem
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 34.51 seconds
+ alpha =
+ 2.281923e-07
+ FWD.scalarProductL2(iterateMUpdate, iterateMUpdate) =
+ 151264.04
+ after innerstep 47459
+ CGREGINNCanonic Subproblem: 2: d(4), inner(0): ||r||_2 = 1183651.5
+ CGREGINNCanonic Subproblem: 2: d(4): Finished inner loop ( 1 steps )
+ *************************************
+ Before finishIterate 47471
+ After finishIterate 47471
+ before get iterate 47471
+ after get iterate 47471
+ CGREGINNCanonic problem 3: d(4)
+ shot: 3: Solving forward problem...
+ Initialization: 0.33 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 28.00 seconds
+ Assembling Linearized Operators
+ Assembling Linearized Operators
+ Done!
+ Done!
+ after NonlinearEvaluation 39009
+ after Defect 39009
+ *************************************
+ CGREGINNCanonic Subproblem 3: d(4): Starting inner loop ( ||r||_2 = 1571054.4, theta*||r||_2 = 1322542.5, theta = 0.84181838, m_max = 3 )
+ Before innerstep 39009
+ FWD.scalarProductL2(iterateMUpdate, iterateMUpdate) =
+ 0
+ CGREGINNCanonic Subproblem 3: d(4), inner(0): Solving backpropagation problem
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 0
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.57 seconds
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 3.8852679e+18
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 3.8852679e+18
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 3.8852679e+18
+ CGREGINNCanonic Subproblem3: d(4), inner(0): Solving linearized forward problem
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 34.23 seconds
+ alpha =
+ 1.9430151e-07
+ FWD.scalarProductL2(iterateMUpdate, iterateMUpdate) =
+ 146680.82
+ after innerstep 47578
+ CGREGINNCanonic Subproblem: 3: d(4), inner(0): ||r||_2 = 1306051.2
+ CGREGINNCanonic Subproblem: 3: d(4): Finished inner loop ( 1 steps )
+ *************************************
+ Before finishIterate 47590
+ After finishIterate 47590
+ before get iterate 47590
+ after get iterate 47590
+ CGREGINNCanonic problem 4: d(4)
+ shot: 4: Solving forward problem...
+ Initialization: 0.33 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 29.98 seconds
+ Assembling Linearized Operators
+ Assembling Linearized Operators
+ Done!
+ Done!
+ after NonlinearEvaluation 39103
+ after Defect 39103
+ *************************************
+ CGREGINNCanonic Subproblem 4: d(4): Starting inner loop ( ||r||_2 = 1232824.8, theta*||r||_2 = 940119.62, theta = 0.76257356, m_max = 3 )
+ Before innerstep 39103
+ FWD.scalarProductL2(iterateMUpdate, iterateMUpdate) =
+ 0
+ CGREGINNCanonic Subproblem 4: d(4), inner(0): Solving backpropagation problem
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 0
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.79 seconds
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 1.2065846e+18
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 1.2065846e+18
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 1.2065846e+18
+ CGREGINNCanonic Subproblem4: d(4), inner(0): Solving linearized forward problem
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 35.98 seconds
+ alpha =
+ 4.7846006e-07
+ FWD.scalarProductL2(iterateMUpdate, iterateMUpdate) =
+ 276216.21
+ after innerstep 47644
+ CGREGINNCanonic Subproblem: 4: d(4), inner(0): ||r||_2 = 968594.34
+ Before innerstep 47644
+ FWD.scalarProductL2(iterateMUpdate, iterateMUpdate) =
+ 276216.21
+ CGREGINNCanonic Subproblem 4: d(4), inner(1): Solving backpropagation problem
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 0
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.84 seconds
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 6.2032701e+17
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 6.2032701e+17
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 6.2032701e+17
+ CGREGINNCanonic Subproblem4: d(4), inner(1): Solving linearized forward problem
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 36.34 seconds
+ alpha =
+ 3.5700004e-07
+ FWD.scalarProductL2(iterateMUpdate, iterateMUpdate) =
+ 609661.23
+ after innerstep 47591
+ CGREGINNCanonic Subproblem: 4: d(4), inner(1): ||r||_2 = 844657.11
+ CGREGINNCanonic Subproblem: 4: d(4): Finished inner loop ( 2 steps )
+ *************************************
+ Before finishIterate 47604
+ After finishIterate 47604
+ before get iterate 47604
+ after get iterate 47604
+ CGREGINNCanonic problem 5: d(4)
+ shot: 5: Solving forward problem...
+ Initialization: 0.33 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 32.90 seconds
+ Assembling Linearized Operators
+ Assembling Linearized Operators
+ Done!
+ Done!
+ after NonlinearEvaluation 39345
+ after Defect 39345
+ *************************************
+ CGREGINNCanonic Subproblem 5: d(4): Starting inner loop ( ||r||_2 = 704875.57, theta*||r||_2 = 587918.03, theta = 0.83407349, m_max = 5 )
+ Before innerstep 39345
+ FWD.scalarProductL2(iterateMUpdate, iterateMUpdate) =
+ 0
+ CGREGINNCanonic Subproblem 5: d(4), inner(0): Solving backpropagation problem
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 0
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.61 seconds
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 3.4120402e+17
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 3.4120402e+17
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 3.4120402e+17
+ CGREGINNCanonic Subproblem5: d(4), inner(0): Solving linearized forward problem
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 38.92 seconds
+ alpha =
+ 2.359857e-07
+ FWD.scalarProductL2(iterateMUpdate, iterateMUpdate) =
+ 19001.397
+ after innerstep 47735
+ CGREGINNCanonic Subproblem: 5: d(4), inner(0): ||r||_2 = 645428.14
+ Before innerstep 47735
+ FWD.scalarProductL2(iterateMUpdate, iterateMUpdate) =
+ 19001.397
+ CGREGINNCanonic Subproblem 5: d(4), inner(1): Solving backpropagation problem
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 0
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.79 seconds
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 2.0181668e+17
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 2.0181668e+17
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 2.0181668e+17
+ CGREGINNCanonic Subproblem5: d(4), inner(1): Solving linearized forward problem
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 38.81 seconds
+ alpha =
+ 4.4635775e-07
+ FWD.scalarProductL2(iterateMUpdate, iterateMUpdate) =
+ 125978.78
+ after innerstep 47683
+ CGREGINNCanonic Subproblem: 5: d(4), inner(1): ||r||_2 = 572009.59
+ CGREGINNCanonic Subproblem: 5: d(4): Finished inner loop ( 2 steps )
+ *************************************
+ Before finishIterate 47695
+ After finishIterate 47695
+ before get iterate 47695
+ after get iterate 47695
+ CGREGINNCanonic problem 0: d(5)
+ shot: 0: Solving forward problem...
+ Initialization: 0.33 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 33.51 seconds
+ Assembling Linearized Operators
+ Assembling Linearized Operators
+ Done!
+ Done!
+ after NonlinearEvaluation 39437
+ after Defect 39437
+ *************************************
+ CGREGINNCanonic Subproblem 0: d(5): Starting inner loop ( ||r||_2 = 1003870.2, theta*||r||_2 = 735998.28, theta = 0.73316082, m_max = 5 )
+ Before innerstep 39437
+ FWD.scalarProductL2(iterateMUpdate, iterateMUpdate) =
+ 0
+ CGREGINNCanonic Subproblem 0: d(5), inner(0): Solving backpropagation problem
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 0
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.70 seconds
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 6.5927504e+17
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 6.5927504e+17
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 6.5927504e+17
+ CGREGINNCanonic Subproblem0: d(5), inner(0): Solving linearized forward problem
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 38.81 seconds
+ alpha =
+ 3.611196e-07
+ FWD.scalarProductL2(iterateMUpdate, iterateMUpdate) =
+ 85974.322
+ after innerstep 47828
+ CGREGINNCanonic Subproblem: 0: d(5), inner(0): ||r||_2 = 875178.87
+ Before innerstep 47828
+ FWD.scalarProductL2(iterateMUpdate, iterateMUpdate) =
+ 85974.322
+ CGREGINNCanonic Subproblem 0: d(5), inner(1): Solving backpropagation problem
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 0
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.77 seconds
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 4.3799423e+17
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 4.3799423e+17
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 4.3799423e+17
+ CGREGINNCanonic Subproblem0: d(5), inner(1): Solving linearized forward problem
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 38.86 seconds
+ alpha =
+ 3.6328339e-07
+ FWD.scalarProductL2(iterateMUpdate, iterateMUpdate) =
+ 297841.56
+ after innerstep 47775
+ CGREGINNCanonic Subproblem: 0: d(5), inner(1): ||r||_2 = 775799.7
+ Before innerstep 47775
+ FWD.scalarProductL2(iterateMUpdate, iterateMUpdate) =
+ 297841.56
+ CGREGINNCanonic Subproblem 0: d(5), inner(2): Solving backpropagation problem
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 0
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.69 seconds
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 2.5525596e+17
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 2.5525596e+17
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 2.5525596e+17
+ CGREGINNCanonic Subproblem0: d(5), inner(2): Solving linearized forward problem
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 38.72 seconds
+ alpha =
+ 4.9798234e-07
+ FWD.scalarProductL2(iterateMUpdate, iterateMUpdate) =
+ 678727.65
+ after innerstep 47726
+ CGREGINNCanonic Subproblem: 0: d(5), inner(2): ||r||_2 = 688109.78
+ CGREGINNCanonic Subproblem: 0: d(5): Finished inner loop ( 3 steps )
+ *************************************
+ Before finishIterate 47738
+ After finishIterate 47738
+ before get iterate 47738
+ after get iterate 47738
+ CGREGINNCanonic problem 1: d(5)
+ shot: 1: Solving forward problem...
+ Initialization: 0.33 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.24 seconds
+ Assembling Linearized Operators
+ Assembling Linearized Operators
+ Done!
+ Done!
+ after NonlinearEvaluation 39570
+ after Defect 39570
+ *************************************
+ CGREGINNCanonic Subproblem 1: d(5): Starting inner loop ( ||r||_2 = 911308.06, theta*||r||_2 = 541116.2, theta = 0.59377967, m_max = 4 )
+ Before innerstep 39570
+ FWD.scalarProductL2(iterateMUpdate, iterateMUpdate) =
+ 0
+ CGREGINNCanonic Subproblem 1: d(5), inner(0): Solving backpropagation problem
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 0
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.58 seconds
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 9.8104821e+17
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 9.8104821e+17
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 9.8104821e+17
+ CGREGINNCanonic Subproblem1: d(5), inner(0): Solving linearized forward problem
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 36.42 seconds
+ alpha =
+ 2.7068003e-07
+ FWD.scalarProductL2(iterateMUpdate, iterateMUpdate) =
+ 71879.127
+ after innerstep 47918
+ CGREGINNCanonic Subproblem: 1: d(5), inner(0): ||r||_2 = 750745.8
+ Before innerstep 47918
+ FWD.scalarProductL2(iterateMUpdate, iterateMUpdate) =
+ 71879.127
+ CGREGINNCanonic Subproblem 1: d(5), inner(1): Solving backpropagation problem
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 0
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.79 seconds
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 2.1834007e+17
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 2.1834007e+17
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 2.1834007e+17
+ CGREGINNCanonic Subproblem1: d(5), inner(1): Solving linearized forward problem
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 36.02 seconds
+ alpha =
+ 7.0382532e-07
+ FWD.scalarProductL2(iterateMUpdate, iterateMUpdate) =
+ 289095.87
+ after innerstep 47867
+ CGREGINNCanonic Subproblem: 1: d(5), inner(1): ||r||_2 = 640009.4
+ Before innerstep 47867
+ FWD.scalarProductL2(iterateMUpdate, iterateMUpdate) =
+ 289095.87
+ CGREGINNCanonic Subproblem 1: d(5), inner(2): Solving backpropagation problem
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 0
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.66 seconds
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 4.4698056e+17
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 4.4698056e+17
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 4.4698056e+17
+ CGREGINNCanonic Subproblem1: d(5), inner(2): Solving linearized forward problem
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 36.44 seconds
+ alpha =
+ 3.0924965e-07
+ FWD.scalarProductL2(iterateMUpdate, iterateMUpdate) =
+ 753654.03
+ after innerstep 47819
+ CGREGINNCanonic Subproblem: 1: d(5), inner(2): ||r||_2 = 520633.58
+ CGREGINNCanonic Subproblem: 1: d(5): Finished inner loop ( 3 steps )
+ *************************************
+ Before finishIterate 47832
+ After finishIterate 47832
+ before get iterate 47832
+ after get iterate 47832
+ CGREGINNCanonic problem 2: d(5)
+ shot: 2: Solving forward problem...
+ Initialization: 0.33 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 28.24 seconds
+ Assembling Linearized Operators
+ Assembling Linearized Operators
+ Done!
+ Done!
+ after NonlinearEvaluation 39662
+ after Defect 39662
+ *************************************
+ CGREGINNCanonic Subproblem 2: d(5): Starting inner loop ( ||r||_2 = 1312730.9, theta*||r||_2 = 981019.95, theta = 0.74731228, m_max = 3 )
+ Before innerstep 39662
+ FWD.scalarProductL2(iterateMUpdate, iterateMUpdate) =
+ 0
+ CGREGINNCanonic Subproblem 2: d(5), inner(0): Solving backpropagation problem
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 0
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.54 seconds
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 1.6328872e+18
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 1.6328872e+18
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 1.6328872e+18
+ CGREGINNCanonic Subproblem2: d(5), inner(0): Solving linearized forward problem
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 34.70 seconds
+ alpha =
+ 4.4444954e-07
+ FWD.scalarProductL2(iterateMUpdate, iterateMUpdate) =
+ 322553.02
+ after innerstep 48010
+ CGREGINNCanonic Subproblem: 2: d(5), inner(0): ||r||_2 = 999043.39
+ Before innerstep 48010
+ FWD.scalarProductL2(iterateMUpdate, iterateMUpdate) =
+ 322553.02
+ CGREGINNCanonic Subproblem 2: d(5), inner(1): Solving backpropagation problem
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 0
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.66 seconds
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 8.1294197e+17
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 8.1294197e+17
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 8.1294197e+17
+ CGREGINNCanonic Subproblem2: d(5), inner(1): Solving linearized forward problem
+ Initialization: 0.27 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 34.67 seconds
+ alpha =
+ 4.3964664e-07
+ FWD.scalarProductL2(iterateMUpdate, iterateMUpdate) =
+ 878664.32
+ after innerstep 47958
+ CGREGINNCanonic Subproblem: 2: d(5), inner(1): ||r||_2 = 799060.87
+ CGREGINNCanonic Subproblem: 2: d(5): Finished inner loop ( 2 steps )
+ *************************************
+ Before finishIterate 47970
+ After finishIterate 47970
+ before get iterate 47970
+ after get iterate 47970
+ CGREGINNCanonic problem 3: d(5)
+ shot: 3: Solving forward problem...
+ Initialization: 0.33 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 27.96 seconds
+ Assembling Linearized Operators
+ Assembling Linearized Operators
+ Done!
+ Done!
+ after NonlinearEvaluation 39830
+ after Defect 39830
+ *************************************
+ CGREGINNCanonic Subproblem 3: d(5): Starting inner loop ( ||r||_2 = 1387574.1, theta*||r||_2 = 1051276.9, theta = 0.75763655, m_max = 3 )
+ Before innerstep 39830
+ FWD.scalarProductL2(iterateMUpdate, iterateMUpdate) =
+ 0
+ CGREGINNCanonic Subproblem 3: d(5), inner(0): Solving backpropagation problem
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 0
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.69 seconds
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 1.557396e+18
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 1.557396e+18
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 1.557396e+18
+ CGREGINNCanonic Subproblem3: d(5), inner(0): Solving linearized forward problem
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 34.41 seconds
+ alpha =
+ 4.275752e-07
+ FWD.scalarProductL2(iterateMUpdate, iterateMUpdate) =
+ 284724
+ after innerstep 48076
+ CGREGINNCanonic Subproblem: 3: d(5), inner(0): ||r||_2 = 1119947.9
+ Before innerstep 48076
+ FWD.scalarProductL2(iterateMUpdate, iterateMUpdate) =
+ 284724
+ CGREGINNCanonic Subproblem 3: d(5), inner(1): Solving backpropagation problem
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 0
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.84 seconds
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 1.1591246e+18
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 1.1591246e+18
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 1.1591246e+18
+ CGREGINNCanonic Subproblem3: d(5), inner(1): Solving linearized forward problem
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 34.49 seconds
+ alpha =
+ 3.9489472e-07
+ FWD.scalarProductL2(iterateMUpdate, iterateMUpdate) =
+ 993966.2
+ after innerstep 48026
+ CGREGINNCanonic Subproblem: 3: d(5), inner(1): ||r||_2 = 888747.32
+ CGREGINNCanonic Subproblem: 3: d(5): Finished inner loop ( 2 steps )
+ *************************************
+ Before finishIterate 48038
+ After finishIterate 48038
+ before get iterate 48038
+ after get iterate 48038
+ CGREGINNCanonic problem 4: d(5)
+ shot: 4: Solving forward problem...
+ Initialization: 0.33 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 29.93 seconds
+ Assembling Linearized Operators
+ Assembling Linearized Operators
+ Done!
+ Done!
+ after NonlinearEvaluation 39877
+ after Defect 39877
+ *************************************
+ CGREGINNCanonic Subproblem 4: d(5): Starting inner loop ( ||r||_2 = 966107.76, theta*||r||_2 = 851418, theta = 0.88128678, m_max = 3 )
+ Before innerstep 39877
+ FWD.scalarProductL2(iterateMUpdate, iterateMUpdate) =
+ 0
+ CGREGINNCanonic Subproblem 4: d(5), inner(0): Solving backpropagation problem
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 0
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.63 seconds
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 6.9708087e+17
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 6.9708087e+17
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 6.9708087e+17
+ CGREGINNCanonic Subproblem4: d(5), inner(0): Solving linearized forward problem
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 35.94 seconds
+ alpha =
+ 3.508082e-07
+ FWD.scalarProductL2(iterateMUpdate, iterateMUpdate) =
+ 85787.228
+ after innerstep 48167
+ CGREGINNCanonic Subproblem: 4: d(5), inner(0): ||r||_2 = 828730.83
+ CGREGINNCanonic Subproblem: 4: d(5): Finished inner loop ( 1 steps )
+ *************************************
+ Before finishIterate 48180
+ After finishIterate 48180
+ before get iterate 48180
+ after get iterate 48180
+ CGREGINNCanonic problem 5: d(5)
+ shot: 5: Solving forward problem...
+ Initialization: 0.33 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 33.03 seconds
+ Assembling Linearized Operators
+ Assembling Linearized Operators
+ Done!
+ Done!
+ after NonlinearEvaluation 39929
+ after Defect 39929
+ *************************************
+ CGREGINNCanonic Subproblem 5: d(5): Starting inner loop ( ||r||_2 = 669010.51, theta*||r||_2 = 502203.54, theta = 0.75066614, m_max = 5 )
+ Before innerstep 39929
+ FWD.scalarProductL2(iterateMUpdate, iterateMUpdate) =
+ 0
+ CGREGINNCanonic Subproblem 5: d(5), inner(0): Solving backpropagation problem
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 0
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.62 seconds
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 3.3314957e+17
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 3.3314957e+17
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 3.3314957e+17
+ CGREGINNCanonic Subproblem5: d(5), inner(0): Solving linearized forward problem
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 38.89 seconds
+ alpha =
+ 1.9411025e-07
+ FWD.scalarProductL2(iterateMUpdate, iterateMUpdate) =
+ 12552.672
+ after innerstep 48264
+ CGREGINNCanonic Subproblem: 5: d(5), inner(0): ||r||_2 = 618096.19
+ Before innerstep 48264
+ FWD.scalarProductL2(iterateMUpdate, iterateMUpdate) =
+ 12552.672
+ CGREGINNCanonic Subproblem 5: d(5), inner(1): Solving backpropagation problem
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 0
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.74 seconds
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 1.2961816e+17
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 1.2961816e+17
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 1.2961816e+17
+ CGREGINNCanonic Subproblem5: d(5), inner(1): Solving linearized forward problem
+ Initialization: 0.27 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 38.11 seconds
+ alpha =
+ 6.5367641e-07
+ FWD.scalarProductL2(iterateMUpdate, iterateMUpdate) =
+ 122951.15
+ after innerstep 48214
+ CGREGINNCanonic Subproblem: 5: d(5), inner(1): ||r||_2 = 544692.3
+ Before innerstep 48214
+ FWD.scalarProductL2(iterateMUpdate, iterateMUpdate) =
+ 122951.15
+ CGREGINNCanonic Subproblem 5: d(5), inner(2): Solving backpropagation problem
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 0
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.64 seconds
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 1.3086763e+17
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 1.3086763e+17
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 1.3086763e+17
+ CGREGINNCanonic Subproblem5: d(5), inner(2): Solving linearized forward problem
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 38.62 seconds
+ alpha =
+ 6.7654804e-07
+ FWD.scalarProductL2(iterateMUpdate, iterateMUpdate) =
+ 465928.63
+ after innerstep 48167
+ CGREGINNCanonic Subproblem: 5: d(5), inner(2): ||r||_2 = 454825.45
+ CGREGINNCanonic Subproblem: 5: d(5): Finished inner loop ( 3 steps )
+ *************************************
+ Before finishIterate 48179
+ After finishIterate 48179
+ before get iterate 48179
+ after get iterate 48179
+ CGREGINNCanonic problem 0: d(6)
+ shot: 0: Solving forward problem...
+ Initialization: 0.33 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 33.26 seconds
+ Assembling Linearized Operators
+ Assembling Linearized Operators
+ Done!
+ Done!
+ after NonlinearEvaluation 40024
+ after Defect 40024
+ *************************************
+ CGREGINNCanonic Subproblem 0: d(6): Starting inner loop ( ||r||_2 = 818532.85, theta*||r||_2 = 540104.59, theta = 0.65984474, m_max = 6 )
+ Before innerstep 40024
+ FWD.scalarProductL2(iterateMUpdate, iterateMUpdate) =
+ 0
+ CGREGINNCanonic Subproblem 0: d(6), inner(0): Solving backpropagation problem
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 0
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.73 seconds
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 3.8172513e+17
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 3.8172513e+17
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 3.8172513e+17
+ CGREGINNCanonic Subproblem0: d(6), inner(0): Solving linearized forward problem
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 38.55 seconds
+ alpha =
+ 4.1192632e-07
+ FWD.scalarProductL2(iterateMUpdate, iterateMUpdate) =
+ 64772.376
+ after innerstep 48334
+ CGREGINNCanonic Subproblem: 0: d(6), inner(0): ||r||_2 = 715825.42
+ Before innerstep 48334
+ FWD.scalarProductL2(iterateMUpdate, iterateMUpdate) =
+ 64772.376
+ CGREGINNCanonic Subproblem 0: d(6), inner(1): Solving backpropagation problem
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 0
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.81 seconds
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 1.7285501e+17
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 1.7285501e+17
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 1.7285501e+17
+ CGREGINNCanonic Subproblem0: d(6), inner(1): Solving linearized forward problem
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 38.67 seconds
+ alpha =
+ 7.4429585e-07
+ FWD.scalarProductL2(iterateMUpdate, iterateMUpdate) =
+ 311168
+ after innerstep 48283
+ CGREGINNCanonic Subproblem: 0: d(6), inner(1): ||r||_2 = 619635.75
+ Before innerstep 48283
+ FWD.scalarProductL2(iterateMUpdate, iterateMUpdate) =
+ 311168
+ CGREGINNCanonic Subproblem 0: d(6), inner(2): Solving backpropagation problem
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 0
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.66 seconds
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 1.0487678e+17
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 1.0487678e+17
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 1.0487678e+17
+ CGREGINNCanonic Subproblem0: d(6), inner(2): Solving linearized forward problem
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 38.48 seconds
+ alpha =
+ 1.0724054e-06
+ FWD.scalarProductL2(iterateMUpdate, iterateMUpdate) =
+ 877958.33
+ after innerstep 48236
+ CGREGINNCanonic Subproblem: 0: d(6), inner(2): ||r||_2 = 521344.46
+ CGREGINNCanonic Subproblem: 0: d(6): Finished inner loop ( 3 steps )
+ *************************************
+ Before finishIterate 48248
+ After finishIterate 48248
+ before get iterate 48248
+ after get iterate 48248
+ CGREGINNCanonic problem 1: d(6)
+ shot: 1: Solving forward problem...
+ Initialization: 0.33 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.13 seconds
+ Assembling Linearized Operators
+ Assembling Linearized Operators
+ Done!
+ Done!
+ after NonlinearEvaluation 40267
+ after Defect 40267
+ *************************************
+ CGREGINNCanonic Subproblem 1: d(6): Starting inner loop ( ||r||_2 = 921647.99, theta*||r||_2 = 672053.22, theta = 0.72918645, m_max = 5 )
+ Before innerstep 40267
+ FWD.scalarProductL2(iterateMUpdate, iterateMUpdate) =
+ 0
+ CGREGINNCanonic Subproblem 1: d(6), inner(0): Solving backpropagation problem
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 0
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.64 seconds
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 1.6221409e+18
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 1.6221409e+18
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 1.6221409e+18
+ CGREGINNCanonic Subproblem1: d(6), inner(0): Solving linearized forward problem
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 36.12 seconds
+ alpha =
+ 2.5276744e-07
+ FWD.scalarProductL2(iterateMUpdate, iterateMUpdate) =
+ 103640.82
+ after innerstep 48424
+ CGREGINNCanonic Subproblem: 1: d(6), inner(0): ||r||_2 = 660862.58
+ CGREGINNCanonic Subproblem: 1: d(6): Finished inner loop ( 1 steps )
+ *************************************
+ Before finishIterate 48437
+ After finishIterate 48437
+ before get iterate 48437
+ after get iterate 48437
+ CGREGINNCanonic problem 2: d(6)
+ shot: 2: Solving forward problem...
+ Initialization: 0.33 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 28.33 seconds
+ Assembling Linearized Operators
+ Assembling Linearized Operators
+ Done!
+ Done!
+ after NonlinearEvaluation 40398
+ after Defect 40398
+ *************************************
+ CGREGINNCanonic Subproblem 2: d(6): Starting inner loop ( ||r||_2 = 906327.38, theta*||r||_2 = 791818.48, theta = 0.87365614, m_max = 3 )
+ Before innerstep 40398
+ FWD.scalarProductL2(iterateMUpdate, iterateMUpdate) =
+ 0
+ CGREGINNCanonic Subproblem 2: d(6), inner(0): Solving backpropagation problem
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 0
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.62 seconds
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 6.6090618e+17
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 6.6090618e+17
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 6.6090618e+17
+ CGREGINNCanonic Subproblem2: d(6), inner(0): Solving linearized forward problem
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 34.70 seconds
+ alpha =
+ 3.9036436e-07
+ FWD.scalarProductL2(iterateMUpdate, iterateMUpdate) =
+ 100711.75
+ after innerstep 48516
+ CGREGINNCanonic Subproblem: 2: d(6), inner(0): ||r||_2 = 750794.87
+ CGREGINNCanonic Subproblem: 2: d(6): Finished inner loop ( 1 steps )
+ *************************************
+ Before finishIterate 48528
+ After finishIterate 48528
+ before get iterate 48528
+ after get iterate 48528
+ CGREGINNCanonic problem 3: d(6)
+ shot: 3: Solving forward problem...
+ Initialization: 0.33 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 27.98 seconds
+ Assembling Linearized Operators
+ Assembling Linearized Operators
+ Done!
+ Done!
+ after NonlinearEvaluation 40490
+ after Defect 40490
+ *************************************
+ CGREGINNCanonic Subproblem 3: d(6): Starting inner loop ( ||r||_2 = 1046662.3, theta*||r||_2 = 919825.95, theta = 0.87881827, m_max = 3 )
+ Before innerstep 40490
+ FWD.scalarProductL2(iterateMUpdate, iterateMUpdate) =
+ 0
+ CGREGINNCanonic Subproblem 3: d(6), inner(0): Solving backpropagation problem
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 0
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.63 seconds
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 1.3775524e+18
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 1.3775524e+18
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 1.3775524e+18
+ CGREGINNCanonic Subproblem3: d(6), inner(0): Solving linearized forward problem
+ Initialization: 0.27 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 34.43 seconds
+ alpha =
+ 1.9946881e-07
+ FWD.scalarProductL2(iterateMUpdate, iterateMUpdate) =
+ 54809.793
+ after innerstep 48635
+ CGREGINNCanonic Subproblem: 3: d(6), inner(0): ||r||_2 = 904839.03
+ CGREGINNCanonic Subproblem: 3: d(6): Finished inner loop ( 1 steps )
+ *************************************
+ Before finishIterate 48647
+ After finishIterate 48647
+ before get iterate 48647
+ after get iterate 48647
+ CGREGINNCanonic problem 4: d(6)
+ shot: 4: Solving forward problem...
+ Initialization: 0.33 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.03 seconds
+ Assembling Linearized Operators
+ Assembling Linearized Operators
+ Done!
+ Done!
+ after NonlinearEvaluation 40625
+ after Defect 40625
+ *************************************
+ CGREGINNCanonic Subproblem 4: d(6): Starting inner loop ( ||r||_2 = 891843.43, theta*||r||_2 = 707372.84, theta = 0.7931581, m_max = 3 )
+ Before innerstep 40625
+ FWD.scalarProductL2(iterateMUpdate, iterateMUpdate) =
+ 0
+ CGREGINNCanonic Subproblem 4: d(6), inner(0): Solving backpropagation problem
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 0
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.57 seconds
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 5.2358532e+17
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 5.2358532e+17
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 5.2358532e+17
+ CGREGINNCanonic Subproblem4: d(6), inner(0): Solving linearized forward problem
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 36.23 seconds
+ alpha =
+ 3.6760545e-07
+ FWD.scalarProductL2(iterateMUpdate, iterateMUpdate) =
+ 70754.057
+ after innerstep 48726
+ CGREGINNCanonic Subproblem: 4: d(6), inner(0): ||r||_2 = 776449.33
+ Before innerstep 48726
+ FWD.scalarProductL2(iterateMUpdate, iterateMUpdate) =
+ 70754.057
+ CGREGINNCanonic Subproblem 4: d(6), inner(1): Solving backpropagation problem
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 0
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.68 seconds
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 5.0438212e+17
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 5.0438212e+17
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 5.0438212e+17
+ CGREGINNCanonic Subproblem4: d(6), inner(1): Solving linearized forward problem
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 36.11 seconds
+ alpha =
+ 3.9796915e-07
+ FWD.scalarProductL2(iterateMUpdate, iterateMUpdate) =
+ 376097.31
+ after innerstep 48680
+ CGREGINNCanonic Subproblem: 4: d(6), inner(1): ||r||_2 = 632071.75
+ CGREGINNCanonic Subproblem: 4: d(6): Finished inner loop ( 2 steps )
+ *************************************
+ Before finishIterate 48693
+ After finishIterate 48693
+ before get iterate 48693
+ after get iterate 48693
+ CGREGINNCanonic problem 5: d(6)
+ shot: 5: Solving forward problem...
+ Initialization: 0.33 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 33.07 seconds
+ Assembling Linearized Operators
+ Assembling Linearized Operators
+ Done!
+ Done!
+ after NonlinearEvaluation 40753
+ after Defect 40753
+ *************************************
+ CGREGINNCanonic Subproblem 5: d(6): Starting inner loop ( ||r||_2 = 585856.21, theta*||r||_2 = 488473.68, theta = 0.83377743, m_max = 5 )
+ Before innerstep 40753
+ FWD.scalarProductL2(iterateMUpdate, iterateMUpdate) =
+ 0
+ CGREGINNCanonic Subproblem 5: d(6), inner(0): Solving backpropagation problem
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 0
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.57 seconds
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 3.4899188e+17
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 3.4899188e+17
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 3.4899188e+17
+ CGREGINNCanonic Subproblem5: d(6), inner(0): Solving linearized forward problem
+ Initialization: 0.27 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 38.21 seconds
+ alpha =
+ 2.9479288e-07
+ FWD.scalarProductL2(iterateMUpdate, iterateMUpdate) =
+ 30328.388
+ after innerstep 48818
+ CGREGINNCanonic Subproblem: 5: d(6), inner(0): ||r||_2 = 490343.7
+ Before innerstep 48818
+ FWD.scalarProductL2(iterateMUpdate, iterateMUpdate) =
+ 30328.388
+ CGREGINNCanonic Subproblem 5: d(6), inner(1): Solving backpropagation problem
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 0
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.78 seconds
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 8.8177196e+16
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 8.8177196e+16
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 8.8177196e+16
+ CGREGINNCanonic Subproblem5: d(6), inner(1): Solving linearized forward problem
+ Initialization: 0.27 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 38.88 seconds
+ alpha =
+ 4.0593937e-07
+ FWD.scalarProductL2(iterateMUpdate, iterateMUpdate) =
+ 69988.553
+ after innerstep 48773
+ CGREGINNCanonic Subproblem: 5: d(6), inner(1): ||r||_2 = 452709.41
+ CGREGINNCanonic Subproblem: 5: d(6): Finished inner loop ( 2 steps )
+ *************************************
+ Before finishIterate 48785
+ After finishIterate 48785
+ before get iterate 48785
+ after get iterate 48785
+ CGREGINNCanonic problem 0: d(7)
+ shot: 0: Solving forward problem...
+ Initialization: 0.33 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 33.54 seconds
+ Assembling Linearized Operators
+ Assembling Linearized Operators
+ Done!
+ Done!
+ after NonlinearEvaluation 40954
+ after Defect 40954
+ *************************************
+ CGREGINNCanonic Subproblem 0: d(7): Starting inner loop ( ||r||_2 = 580535.9, theta*||r||_2 = 344757.2, theta = 0.59386026, m_max = 6 )
+ Before innerstep 40954
+ FWD.scalarProductL2(iterateMUpdate, iterateMUpdate) =
+ 0
+ CGREGINNCanonic Subproblem 0: d(7), inner(0): Solving backpropagation problem
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 0
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.70 seconds
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 2.8667558e+17
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 2.8667558e+17
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 2.8667558e+17
+ CGREGINNCanonic Subproblem0: d(7), inner(0): Solving linearized forward problem
+ Initialization: 0.27 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 39.02 seconds
+ alpha =
+ 2.2603926e-07
+ FWD.scalarProductL2(iterateMUpdate, iterateMUpdate) =
+ 14647.33
+ after innerstep 48910
+ CGREGINNCanonic Subproblem: 0: d(7), inner(0): ||r||_2 = 521318.34
+ Before innerstep 48910
+ FWD.scalarProductL2(iterateMUpdate, iterateMUpdate) =
+ 14647.33
+ CGREGINNCanonic Subproblem 0: d(7), inner(1): Solving backpropagation problem
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 0
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.73 seconds
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 8.3673616e+16
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 8.3673616e+16
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 8.3673616e+16
+ CGREGINNCanonic Subproblem0: d(7), inner(1): Solving linearized forward problem
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 38.80 seconds
+ alpha =
+ 3.2888852e-07
+ FWD.scalarProductL2(iterateMUpdate, iterateMUpdate) =
+ 38956.59
+ after innerstep 48866
+ CGREGINNCanonic Subproblem: 0: d(7), inner(1): ||r||_2 = 494246.07
+ Before innerstep 48866
+ FWD.scalarProductL2(iterateMUpdate, iterateMUpdate) =
+ 38956.59
+ CGREGINNCanonic Subproblem 0: d(7), inner(2): Solving backpropagation problem
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 0
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.65 seconds
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 4.3797591e+16
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 4.3797591e+16
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 4.3797591e+16
+ CGREGINNCanonic Subproblem0: d(7), inner(2): Solving linearized forward problem
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 38.45 seconds
+ alpha =
+ 8.12967e-07
+ FWD.scalarProductL2(iterateMUpdate, iterateMUpdate) =
+ 136723.53
+ after innerstep 48820
+ CGREGINNCanonic Subproblem: 0: d(7), inner(2): ||r||_2 = 457244.67
+ Before innerstep 48820
+ FWD.scalarProductL2(iterateMUpdate, iterateMUpdate) =
+ 136723.53
+ CGREGINNCanonic Subproblem 0: d(7), inner(3): Solving backpropagation problem
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 0
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.68 seconds
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 5.6072791e+16
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 5.6072791e+16
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 5.6072791e+16
+ CGREGINNCanonic Subproblem0: d(7), inner(3): Solving linearized forward problem
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 38.81 seconds
+ alpha =
+ 8.5835511e-07
+ FWD.scalarProductL2(iterateMUpdate, iterateMUpdate) =
+ 460647.37
+ after innerstep 48819
+ CGREGINNCanonic Subproblem: 0: d(7), inner(3): ||r||_2 = 401003.41
+ Before innerstep 48819
+ FWD.scalarProductL2(iterateMUpdate, iterateMUpdate) =
+ 460647.37
+ CGREGINNCanonic Subproblem 0: d(7), inner(4): Solving backpropagation problem
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 0
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.68 seconds
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 7.3767076e+16
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 7.3767076e+16
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 7.3767076e+16
+ CGREGINNCanonic Subproblem0: d(7), inner(4): Solving linearized forward problem
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 38.98 seconds
+ alpha =
+ 3.3247403e-07
+ FWD.scalarProductL2(iterateMUpdate, iterateMUpdate) =
+ 742447.24
+ after innerstep 48777
+ CGREGINNCanonic Subproblem: 0: d(7), inner(4): ||r||_2 = 369036.81
+ Before innerstep 48777
+ FWD.scalarProductL2(iterateMUpdate, iterateMUpdate) =
+ 742447.24
+ CGREGINNCanonic Subproblem 0: d(7), inner(5): Solving backpropagation problem
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 0
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.66 seconds
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 5.6036244e+16
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 5.6036244e+16
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 5.6036244e+16
+ CGREGINNCanonic Subproblem0: d(7), inner(5): Solving linearized forward problem
+ Initialization: 0.27 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 38.64 seconds
+ alpha =
+ 6.1639097e-07
+ FWD.scalarProductL2(iterateMUpdate, iterateMUpdate) =
+ 1298610.7
+ after innerstep 48808
+ CGREGINNCanonic Subproblem: 0: d(7), inner(5): ||r||_2 = 318455.61
+ CGREGINNCanonic Subproblem: 0: d(7): Finished inner loop ( 6 steps )
+ *************************************
+ Before finishIterate 48820
+ After finishIterate 48820
+ before get iterate 48820
+ after get iterate 48820
+ CGREGINNCanonic problem 1: d(7)
+ shot: 1: Solving forward problem...
+ Initialization: 0.33 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.22 seconds
+ Assembling Linearized Operators
+ Assembling Linearized Operators
+ Done!
+ Done!
+ after NonlinearEvaluation 40944
+ after Defect 40944
+ *************************************
+ CGREGINNCanonic Subproblem 1: d(7): Starting inner loop ( ||r||_2 = 869862.27, theta*||r||_2 = 570862.6, theta = 0.6562678, m_max = 4 )
+ Before innerstep 40944
+ FWD.scalarProductL2(iterateMUpdate, iterateMUpdate) =
+ 0
+ CGREGINNCanonic Subproblem 1: d(7), inner(0): Solving backpropagation problem
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 0
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.82 seconds
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 1.0791122e+18
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 1.0791122e+18
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 1.0791122e+18
+ CGREGINNCanonic Subproblem1: d(7), inner(0): Solving linearized forward problem
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 36.04 seconds
+ alpha =
+ 3.1851393e-07
+ FWD.scalarProductL2(iterateMUpdate, iterateMUpdate) =
+ 109477.14
+ after innerstep 49000
+ CGREGINNCanonic Subproblem: 1: d(7), inner(0): ||r||_2 = 641404.13
+ Before innerstep 49000
+ FWD.scalarProductL2(iterateMUpdate, iterateMUpdate) =
+ 109477.14
+ CGREGINNCanonic Subproblem 1: d(7), inner(1): Solving backpropagation problem
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 0
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.76 seconds
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 2.3921884e+17
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 2.3921884e+17
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 2.3921884e+17
+ CGREGINNCanonic Subproblem1: d(7), inner(1): Solving linearized forward problem
+ Initialization: 0.27 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 36.37 seconds
+ alpha =
+ 6.2945057e-07
+ FWD.scalarProductL2(iterateMUpdate, iterateMUpdate) =
+ 323055.48
+ after innerstep 48955
+ CGREGINNCanonic Subproblem: 1: d(7), inner(1): ||r||_2 = 509571.05
+ CGREGINNCanonic Subproblem: 1: d(7): Finished inner loop ( 2 steps )
+ *************************************
+ Before finishIterate 48968
+ After finishIterate 48968
+ before get iterate 48968
+ after get iterate 48968
+ CGREGINNCanonic problem 2: d(7)
+ shot: 2: Solving forward problem...
+ Initialization: 0.33 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 28.25 seconds
+ Assembling Linearized Operators
+ Assembling Linearized Operators
+ Done!
+ Done!
+ after NonlinearEvaluation 41097
+ after Defect 41097
+ *************************************
+ CGREGINNCanonic Subproblem 2: d(7): Starting inner loop ( ||r||_2 = 875837.83, theta*||r||_2 = 688662.99, theta = 0.78629053, m_max = 3 )
+ Before innerstep 41097
+ FWD.scalarProductL2(iterateMUpdate, iterateMUpdate) =
+ 0
+ CGREGINNCanonic Subproblem 2: d(7), inner(0): Solving backpropagation problem
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 0
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.64 seconds
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 4.737988e+17
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 4.737988e+17
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 4.737988e+17
+ CGREGINNCanonic Subproblem2: d(7), inner(0): Solving linearized forward problem
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 34.61 seconds
+ alpha =
+ 4.6969295e-07
+ FWD.scalarProductL2(iterateMUpdate, iterateMUpdate) =
+ 104525.45
+ after innerstep 49093
+ CGREGINNCanonic Subproblem: 2: d(7), inner(0): ||r||_2 = 737696.88
+ Before innerstep 49093
+ FWD.scalarProductL2(iterateMUpdate, iterateMUpdate) =
+ 104525.45
+ CGREGINNCanonic Subproblem 2: d(7), inner(1): Solving backpropagation problem
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 0
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.80 seconds
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 4.374194e+17
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 4.374194e+17
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 4.374194e+17
+ CGREGINNCanonic Subproblem2: d(7), inner(1): Solving linearized forward problem
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 34.47 seconds
+ alpha =
+ 3.8718174e-07
+ FWD.scalarProductL2(iterateMUpdate, iterateMUpdate) =
+ 390669.2
+ after innerstep 49047
+ CGREGINNCanonic Subproblem: 2: d(7), inner(1): ||r||_2 = 612069.52
+ CGREGINNCanonic Subproblem: 2: d(7): Finished inner loop ( 2 steps )
+ *************************************
+ Before finishIterate 49059
+ After finishIterate 49059
+ before get iterate 49059
+ after get iterate 49059
+ CGREGINNCanonic problem 3: d(7)
+ shot: 3: Solving forward problem...
+ Initialization: 0.33 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 27.98 seconds
+ Assembling Linearized Operators
+ Assembling Linearized Operators
+ Done!
+ Done!
+ after NonlinearEvaluation 41259
+ after Defect 41259
+ *************************************
+ CGREGINNCanonic Subproblem 3: d(7): Starting inner loop ( ||r||_2 = 1017130.8, theta*||r||_2 = 804485.79, theta = 0.79093645, m_max = 3 )
+ Before innerstep 41259
+ FWD.scalarProductL2(iterateMUpdate, iterateMUpdate) =
+ 0
+ CGREGINNCanonic Subproblem 3: d(7), inner(0): Solving backpropagation problem
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 0
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.56 seconds
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 8.1280615e+17
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 8.1280615e+17
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 8.1280615e+17
+ CGREGINNCanonic Subproblem3: d(7), inner(0): Solving linearized forward problem
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 34.54 seconds
+ alpha =
+ 3.3227704e-07
+ FWD.scalarProductL2(iterateMUpdate, iterateMUpdate) =
+ 89740.329
+ after innerstep 49185
+ CGREGINNCanonic Subproblem: 3: d(7), inner(0): ||r||_2 = 872432.84
+ Before innerstep 49185
+ FWD.scalarProductL2(iterateMUpdate, iterateMUpdate) =
+ 89740.329
+ CGREGINNCanonic Subproblem 3: d(7), inner(1): Solving backpropagation problem
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 0
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.78 seconds
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 5.3013369e+17
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 5.3013369e+17
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 5.3013369e+17
+ CGREGINNCanonic Subproblem3: d(7), inner(1): Solving linearized forward problem
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 34.40 seconds
+ alpha =
+ 5.0007659e-07
+ FWD.scalarProductL2(iterateMUpdate, iterateMUpdate) =
+ 486493.14
+ after innerstep 49139
+ CGREGINNCanonic Subproblem: 3: d(7), inner(1): ||r||_2 = 701644.43
+ CGREGINNCanonic Subproblem: 3: d(7): Finished inner loop ( 2 steps )
+ *************************************
+ Before finishIterate 49151
+ After finishIterate 49151
+ before get iterate 49151
+ after get iterate 49151
+ CGREGINNCanonic problem 4: d(7)
+ shot: 4: Solving forward problem...
+ Initialization: 0.33 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 29.99 seconds
+ Assembling Linearized Operators
+ Assembling Linearized Operators
+ Done!
+ Done!
+ after NonlinearEvaluation 41341
+ after Defect 41341
+ *************************************
+ CGREGINNCanonic Subproblem 4: d(7): Starting inner loop ( ||r||_2 = 756596.55, theta*||r||_2 = 678348.62, theta = 0.89657905, m_max = 3 )
+ Before innerstep 41341
+ FWD.scalarProductL2(iterateMUpdate, iterateMUpdate) =
+ 0
+ CGREGINNCanonic Subproblem 4: d(7), inner(0): Solving backpropagation problem
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 0
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.61 seconds
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 3.4867579e+17
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 3.4867579e+17
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 3.4867579e+17
+ CGREGINNCanonic Subproblem4: d(7), inner(0): Solving linearized forward problem
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 35.64 seconds
+ alpha =
+ 4.2386917e-07
+ FWD.scalarProductL2(iterateMUpdate, iterateMUpdate) =
+ 62644.862
+ after innerstep 49275
+ CGREGINNCanonic Subproblem: 4: d(7), inner(0): ||r||_2 = 652063.26
+ CGREGINNCanonic Subproblem: 4: d(7): Finished inner loop ( 1 steps )
+ *************************************
+ Before finishIterate 49288
+ After finishIterate 49288
+ before get iterate 49288
+ after get iterate 49288
+ CGREGINNCanonic problem 5: d(7)
+ shot: 5: Solving forward problem...
+ Initialization: 0.33 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 33.04 seconds
+ Assembling Linearized Operators
+ Assembling Linearized Operators
+ Done!
+ Done!
+ after NonlinearEvaluation 41424
+ after Defect 41424
+ *************************************
+ CGREGINNCanonic Subproblem 5: d(7): Starting inner loop ( ||r||_2 = 521806.75, theta*||r||_2 = 391563.62, theta = 0.75039969, m_max = 5 )
+ Before innerstep 41424
+ FWD.scalarProductL2(iterateMUpdate, iterateMUpdate) =
+ 0
+ CGREGINNCanonic Subproblem 5: d(7), inner(0): Solving backpropagation problem
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 0
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.67 seconds
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 1.0521012e+17
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 1.0521012e+17
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 1.0521012e+17
+ CGREGINNCanonic Subproblem5: d(7), inner(0): Solving linearized forward problem
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 38.96 seconds
+ alpha =
+ 3.0542558e-07
+ FWD.scalarProductL2(iterateMUpdate, iterateMUpdate) =
+ 9814.504
+ after innerstep 49341
+ CGREGINNCanonic Subproblem: 5: d(7), inner(0): ||r||_2 = 490128.11
+ Before innerstep 49341
+ FWD.scalarProductL2(iterateMUpdate, iterateMUpdate) =
+ 9814.504
+ CGREGINNCanonic Subproblem 5: d(7), inner(1): Solving backpropagation problem
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 0
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.77 seconds
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 1.0674131e+17
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 1.0674131e+17
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 1.0674131e+17
+ CGREGINNCanonic Subproblem5: d(7), inner(1): Solving linearized forward problem
+ Initialization: 0.27 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 38.94 seconds
+ alpha =
+ 5.6333714e-07
+ FWD.scalarProductL2(iterateMUpdate, iterateMUpdate) =
+ 115095.43
+ after innerstep 49296
+ CGREGINNCanonic Subproblem: 5: d(7), inner(1): ||r||_2 = 424852.66
+ Before innerstep 49296
+ FWD.scalarProductL2(iterateMUpdate, iterateMUpdate) =
+ 115095.43
+ CGREGINNCanonic Subproblem 5: d(7), inner(2): Solving backpropagation problem
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 0
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.67 seconds
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 8.3718769e+16
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 8.3718769e+16
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 8.3718769e+16
+ CGREGINNCanonic Subproblem5: d(7), inner(2): Solving linearized forward problem
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 38.41 seconds
+ alpha =
+ 5.2398438e-07
+ FWD.scalarProductL2(iterateMUpdate, iterateMUpdate) =
+ 301425.74
+ after innerstep 49230
+ CGREGINNCanonic Subproblem: 5: d(7), inner(2): ||r||_2 = 369358.02
+ CGREGINNCanonic Subproblem: 5: d(7): Finished inner loop ( 3 steps )
+ *************************************
+ Before finishIterate 49242
+ After finishIterate 49242
+ before get iterate 49242
+ after get iterate 49242
+ CGREGINNCanonic problem 0: d(8)
+ shot: 0: Solving forward problem...
+ Initialization: 0.33 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 33.67 seconds
+ Assembling Linearized Operators
+ Assembling Linearized Operators
+ Done!
+ Done!
+ after NonlinearEvaluation 41613
+ after Defect 41613
+ *************************************
+ CGREGINNCanonic Subproblem 0: d(8): Starting inner loop ( ||r||_2 = 546120.79, theta*||r||_2 = 435220.12, theta = 0.79693013, m_max = 9 )
+ Before innerstep 41613
+ FWD.scalarProductL2(iterateMUpdate, iterateMUpdate) =
+ 0
+ CGREGINNCanonic Subproblem 0: d(8), inner(0): Solving backpropagation problem
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 0
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.60 seconds
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 3.9064819e+17
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 3.9064819e+17
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 3.9064819e+17
+ CGREGINNCanonic Subproblem0: d(8), inner(0): Solving linearized forward problem
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 39.09 seconds
+ alpha =
+ 3.0153859e-07
+ FWD.scalarProductL2(iterateMUpdate, iterateMUpdate) =
+ 35519.889
+ after innerstep 49433
+ CGREGINNCanonic Subproblem: 0: d(8), inner(0): ||r||_2 = 423529.45
+ CGREGINNCanonic Subproblem: 0: d(8): Finished inner loop ( 1 steps )
+ *************************************
+ Before finishIterate 49445
+ After finishIterate 49445
+ before get iterate 49445
+ after get iterate 49445
+ CGREGINNCanonic problem 1: d(8)
+ shot: 1: Solving forward problem...
+ Initialization: 0.33 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.31 seconds
+ Assembling Linearized Operators
+ Assembling Linearized Operators
+ Done!
+ Done!
+ after NonlinearEvaluation 41713
+ after Defect 41713
+ *************************************
+ CGREGINNCanonic Subproblem 1: d(8): Starting inner loop ( ||r||_2 = 702207.85, theta*||r||_2 = 581522.12, theta = 0.8281339, m_max = 3 )
+ Before innerstep 41713
+ FWD.scalarProductL2(iterateMUpdate, iterateMUpdate) =
+ 0
+ CGREGINNCanonic Subproblem 1: d(8), inner(0): Solving backpropagation problem
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 0
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.57 seconds
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 6.476433e+17
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 6.476433e+17
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 6.476433e+17
+ CGREGINNCanonic Subproblem1: d(8), inner(0): Solving linearized forward problem
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 36.27 seconds
+ alpha =
+ 2.7782361e-07
+ FWD.scalarProductL2(iterateMUpdate, iterateMUpdate) =
+ 49988.967
+ after innerstep 49524
+ CGREGINNCanonic Subproblem: 1: d(8), inner(0): ||r||_2 = 558112.67
+ CGREGINNCanonic Subproblem: 1: d(8): Finished inner loop ( 1 steps )
+ *************************************
+ Before finishIterate 49537
+ After finishIterate 49537
+ before get iterate 49537
+ after get iterate 49537
+ CGREGINNCanonic problem 2: d(8)
+ shot: 2: Solving forward problem...
+ Initialization: 0.33 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 28.24 seconds
+ Assembling Linearized Operators
+ Assembling Linearized Operators
+ Done!
+ Done!
+ after NonlinearEvaluation 41805
+ after Defect 41805
+ *************************************
+ CGREGINNCanonic Subproblem 2: d(8): Starting inner loop ( ||r||_2 = 680557.78, theta*||r||_2 = 607836.96, theta = 0.89314526, m_max = 3 )
+ Before innerstep 41805
+ FWD.scalarProductL2(iterateMUpdate, iterateMUpdate) =
+ 0
+ CGREGINNCanonic Subproblem 2: d(8), inner(0): Solving backpropagation problem
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 0
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.67 seconds
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 4.0683766e+17
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 4.0683766e+17
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 4.0683766e+17
+ CGREGINNCanonic Subproblem2: d(8), inner(0): Solving linearized forward problem
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 34.45 seconds
+ alpha =
+ 2.3063357e-07
+ FWD.scalarProductL2(iterateMUpdate, iterateMUpdate) =
+ 21640.445
+ after innerstep 49617
+ CGREGINNCanonic Subproblem: 2: d(8), inner(0): ||r||_2 = 607897.09
+ Before innerstep 49617
+ FWD.scalarProductL2(iterateMUpdate, iterateMUpdate) =
+ 21640.445
+ CGREGINNCanonic Subproblem 2: d(8), inner(1): Solving backpropagation problem
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 0
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.67 seconds
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 1.5947731e+17
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 1.5947731e+17
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 1.5947731e+17
+ CGREGINNCanonic Subproblem2: d(8), inner(1): Solving linearized forward problem
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 34.45 seconds
+ alpha =
+ 5.5059381e-07
+ FWD.scalarProductL2(iterateMUpdate, iterateMUpdate) =
+ 130069.29
+ after innerstep 49570
+ CGREGINNCanonic Subproblem: 2: d(8), inner(1): ||r||_2 = 530820.22
+ CGREGINNCanonic Subproblem: 2: d(8): Finished inner loop ( 2 steps )
+ *************************************
+ Before finishIterate 49583
+ After finishIterate 49583
+ before get iterate 49583
+ after get iterate 49583
+ CGREGINNCanonic problem 3: d(8)
+ shot: 3: Solving forward problem...
+ Initialization: 0.33 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 27.89 seconds
+ Assembling Linearized Operators
+ Assembling Linearized Operators
+ Done!
+ Done!
+ after NonlinearEvaluation 41924
+ after Defect 41924
+ *************************************
+ CGREGINNCanonic Subproblem 3: d(8): Starting inner loop ( ||r||_2 = 813615.12, theta*||r||_2 = 728566.48, theta = 0.89546822, m_max = 3 )
+ Before innerstep 41924
+ FWD.scalarProductL2(iterateMUpdate, iterateMUpdate) =
+ 0
+ CGREGINNCanonic Subproblem 3: d(8), inner(0): Solving backpropagation problem
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 0
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.56 seconds
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 6.2374854e+17
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 6.2374854e+17
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 6.2374854e+17
+ CGREGINNCanonic Subproblem3: d(8), inner(0): Solving linearized forward problem
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 34.26 seconds
+ alpha =
+ 2.165215e-07
+ FWD.scalarProductL2(iterateMUpdate, iterateMUpdate) =
+ 29242.305
+ after innerstep 49709
+ CGREGINNCanonic Subproblem: 3: d(8), inner(0): ||r||_2 = 725498.21
+ CGREGINNCanonic Subproblem: 3: d(8): Finished inner loop ( 1 steps )
+ *************************************
+ Before finishIterate 49721
+ After finishIterate 49721
+ before get iterate 49721
+ after get iterate 49721
+ CGREGINNCanonic problem 4: d(8)
+ shot: 4: Solving forward problem...
+ Initialization: 0.33 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.08 seconds
+ Assembling Linearized Operators
+ Assembling Linearized Operators
+ Done!
+ Done!
+ after NonlinearEvaluation 41988
+ after Defect 41988
+ *************************************
+ CGREGINNCanonic Subproblem 4: d(8): Starting inner loop ( ||r||_2 = 746738.17, theta*||r||_2 = 602558.82, theta = 0.80692115, m_max = 3 )
+ Before innerstep 41988
+ FWD.scalarProductL2(iterateMUpdate, iterateMUpdate) =
+ 0
+ CGREGINNCanonic Subproblem 4: d(8), inner(0): Solving backpropagation problem
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 0
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.68 seconds
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 3.462483e+17
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 3.462483e+17
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 3.462483e+17
+ CGREGINNCanonic Subproblem4: d(8), inner(0): Solving linearized forward problem
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 35.97 seconds
+ alpha =
+ 4.337822e-07
+ FWD.scalarProductL2(iterateMUpdate, iterateMUpdate) =
+ 65152.501
+ after innerstep 49801
+ CGREGINNCanonic Subproblem: 4: d(8), inner(0): ||r||_2 = 638289.99
+ Before innerstep 49801
+ FWD.scalarProductL2(iterateMUpdate, iterateMUpdate) =
+ 65152.501
+ CGREGINNCanonic Subproblem 4: d(8), inner(1): Solving backpropagation problem
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 0
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.86 seconds
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 2.9273077e+17
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 2.9273077e+17
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 2.9273077e+17
+ CGREGINNCanonic Subproblem4: d(8), inner(1): Solving linearized forward problem
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 36.03 seconds
+ alpha =
+ 3.5542143e-07
+ FWD.scalarProductL2(iterateMUpdate, iterateMUpdate) =
+ 224202.34
+ after innerstep 49752
+ CGREGINNCanonic Subproblem: 4: d(8), inner(1): ||r||_2 = 549553.45
+ CGREGINNCanonic Subproblem: 4: d(8): Finished inner loop ( 2 steps )
+ *************************************
+ Before finishIterate 49764
+ After finishIterate 49764
+ before get iterate 49764
+ after get iterate 49764
+ CGREGINNCanonic problem 5: d(8)
+ shot: 5: Solving forward problem...
+ Initialization: 0.33 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 32.92 seconds
+ Assembling Linearized Operators
+ Assembling Linearized Operators
+ Done!
+ Done!
+ after NonlinearEvaluation 42184
+ after Defect 42184
+ *************************************
+ CGREGINNCanonic Subproblem 5: d(8): Starting inner loop ( ||r||_2 = 493389.22, theta*||r||_2 = 411289.15, theta = 0.83359979, m_max = 5 )
+ Before innerstep 42184
+ FWD.scalarProductL2(iterateMUpdate, iterateMUpdate) =
+ 0
+ CGREGINNCanonic Subproblem 5: d(8), inner(0): Solving backpropagation problem
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 0
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.52 seconds
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 2.9354126e+17
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 2.9354126e+17
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 2.9354126e+17
+ CGREGINNCanonic Subproblem5: d(8), inner(0): Solving linearized forward problem
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 38.81 seconds
+ alpha =
+ 2.183547e-07
+ FWD.scalarProductL2(iterateMUpdate, iterateMUpdate) =
+ 13995.688
+ after innerstep 49893
+ CGREGINNCanonic Subproblem: 5: d(8), inner(0): ||r||_2 = 423249.46
+ Before innerstep 49893
+ FWD.scalarProductL2(iterateMUpdate, iterateMUpdate) =
+ 13995.688
+ CGREGINNCanonic Subproblem 5: d(8), inner(1): Solving backpropagation problem
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 0
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.68 seconds
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 8.0344226e+16
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 8.0344226e+16
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 8.0344226e+16
+ CGREGINNCanonic Subproblem5: d(8), inner(1): Solving linearized forward problem
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 38.81 seconds
+ alpha =
+ 2.9774771e-07
+ FWD.scalarProductL2(iterateMUpdate, iterateMUpdate) =
+ 33681.908
+ after innerstep 49845
+ CGREGINNCanonic Subproblem: 5: d(8), inner(1): ||r||_2 = 393993.83
+ CGREGINNCanonic Subproblem: 5: d(8): Finished inner loop ( 2 steps )
+ *************************************
+ Before finishIterate 49858
+ After finishIterate 49858
+ before get iterate 49858
+ after get iterate 49858
+ CGREGINNCanonic problem 0: d(9)
+ shot: 0: Solving forward problem...
+ Initialization: 0.33 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 33.33 seconds
+ Assembling Linearized Operators
+ Assembling Linearized Operators
+ Done!
+ Done!
+ after NonlinearEvaluation 42349
+ after Defect 42349
+ *************************************
+ CGREGINNCanonic Subproblem 0: d(9): Starting inner loop ( ||r||_2 = 450033.76, theta*||r||_2 = 322780.91, theta = 0.71723712, m_max = 7 )
+ Before innerstep 42349
+ FWD.scalarProductL2(iterateMUpdate, iterateMUpdate) =
+ 0
+ CGREGINNCanonic Subproblem 0: d(9), inner(0): Solving backpropagation problem
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 0
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.59 seconds
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 1.1429201e+17
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 1.1429201e+17
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 1.1429201e+17
+ CGREGINNCanonic Subproblem0: d(9), inner(0): Solving linearized forward problem
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 38.55 seconds
+ alpha =
+ 5.5891847e-07
+ FWD.scalarProductL2(iterateMUpdate, iterateMUpdate) =
+ 35703.663
+ after innerstep 49927
+ CGREGINNCanonic Subproblem: 0: d(9), inner(0): ||r||_2 = 371783.12
+ Before innerstep 49927
+ FWD.scalarProductL2(iterateMUpdate, iterateMUpdate) =
+ 35703.663
+ CGREGINNCanonic Subproblem 0: d(9), inner(1): Solving backpropagation problem
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 0
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.62 seconds
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 5.2761697e+16
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 5.2761697e+16
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 5.2761697e+16
+ CGREGINNCanonic Subproblem0: d(9), inner(1): Solving linearized forward problem
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 38.93 seconds
+ alpha =
+ 4.2139751e-07
+ FWD.scalarProductL2(iterateMUpdate, iterateMUpdate) =
+ 74475.062
+ after innerstep 49881
+ CGREGINNCanonic Subproblem: 0: d(9), inner(1): ||r||_2 = 340380.17
+ Before innerstep 49881
+ FWD.scalarProductL2(iterateMUpdate, iterateMUpdate) =
+ 74475.062
+ CGREGINNCanonic Subproblem 0: d(9), inner(2): Solving backpropagation problem
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 0
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.63 seconds
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 2.4535709e+16
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 2.4535709e+16
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 2.4535709e+16
+ CGREGINNCanonic Subproblem0: d(9), inner(2): Solving linearized forward problem
+ Initialization: 0.27 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 38.79 seconds
+ alpha =
+ 4.3810954e-07
+ FWD.scalarProductL2(iterateMUpdate, iterateMUpdate) =
+ 108134.16
+ after innerstep 49836
+ CGREGINNCanonic Subproblem: 0: d(9), inner(2): ||r||_2 = 323946.98
+ Before innerstep 49836
+ FWD.scalarProductL2(iterateMUpdate, iterateMUpdate) =
+ 108134.16
+ CGREGINNCanonic Subproblem 0: d(9), inner(3): Solving backpropagation problem
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 0
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.61 seconds
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 3.0920095e+16
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 3.0920095e+16
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 3.0920095e+16
+ CGREGINNCanonic Subproblem0: d(9), inner(3): Solving linearized forward problem
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 38.90 seconds
+ alpha =
+ 4.0552172e-07
+ FWD.scalarProductL2(iterateMUpdate, iterateMUpdate) =
+ 173277.49
+ after innerstep 49836
+ CGREGINNCanonic Subproblem: 0: d(9), inner(3): ||r||_2 = 303688.48
+ CGREGINNCanonic Subproblem: 0: d(9): Finished inner loop ( 4 steps )
+ *************************************
+ Before finishIterate 49848
+ After finishIterate 49848
+ Calculating Final Residual:
+ shot: 0: Solving forward problem...
+ Initialization: 0.33 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 33.42 seconds
+ Assembling Linearized Operators
+ Assembling Linearized Operators
+ Done!
+ Done!
+ before get iterate 42400
+ after get iterate 42400
+ CGREGINNCanonic problem 1: d(9)
+ shot: 1: Solving forward problem...
+ Initialization: 0.34 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.30 seconds
+ Assembling Linearized Operators
+ Assembling Linearized Operators
+ Done!
+ Done!
+ after NonlinearEvaluation 42190
+ after Defect 42190
+ *************************************
+ CGREGINNCanonic Subproblem 1: d(9): Starting inner loop ( ||r||_2 = 661232.6, theta*||r||_2 = 492830.22, theta = 0.74532051, m_max = 3 )
+ Before innerstep 42190
+ FWD.scalarProductL2(iterateMUpdate, iterateMUpdate) =
+ 0
+ CGREGINNCanonic Subproblem 1: d(9), inner(0): Solving backpropagation problem
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 0
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.68 seconds
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 4.5207676e+17
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 4.5207676e+17
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 4.5207676e+17
+ CGREGINNCanonic Subproblem1: d(9), inner(0): Solving linearized forward problem
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 36.31 seconds
+ alpha =
+ 2.6359883e-07
+ FWD.scalarProductL2(iterateMUpdate, iterateMUpdate) =
+ 31412.257
+ after innerstep 50019
+ CGREGINNCanonic Subproblem: 1: d(9), inner(0): ||r||_2 = 564304.21
+ Before innerstep 50019
+ FWD.scalarProductL2(iterateMUpdate, iterateMUpdate) =
+ 31412.257
+ CGREGINNCanonic Subproblem 1: d(9), inner(1): Solving backpropagation problem
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 0
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.57 seconds
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 1.983128e+17
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 1.983128e+17
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 1.983128e+17
+ CGREGINNCanonic Subproblem1: d(9), inner(1): Solving linearized forward problem
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 36.05 seconds
+ alpha =
+ 4.0166757e-07
+ FWD.scalarProductL2(iterateMUpdate, iterateMUpdate) =
+ 119927.46
+ after innerstep 49973
+ CGREGINNCanonic Subproblem: 1: d(9), inner(1): ||r||_2 = 488330.13
+ CGREGINNCanonic Subproblem: 1: d(9): Finished inner loop ( 2 steps )
+ *************************************
+ Before finishIterate 49985
+ After finishIterate 49985
+ Calculating Final Residual:
+ shot: 1: Solving forward problem...
+ Initialization: 0.33 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.13 seconds
+ Assembling Linearized Operators
+ Assembling Linearized Operators
+ Done!
+ Done!
+ before get iterate 42644
+ after get iterate 42644
+ CGREGINNCanonic problem 2: d(9)
+ shot: 2: Solving forward problem...
+ Initialization: 0.34 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 28.12 seconds
+ Assembling Linearized Operators
+ Assembling Linearized Operators
+ Done!
+ Done!
+ after NonlinearEvaluation 42434
+ after Defect 42434
+ *************************************
+ CGREGINNCanonic Subproblem 2: d(9): Starting inner loop ( ||r||_2 = 617413.55, theta*||r||_2 = 496295.99, theta = 0.80383074, m_max = 4 )
+ Before innerstep 42434
+ FWD.scalarProductL2(iterateMUpdate, iterateMUpdate) =
+ 0
+ CGREGINNCanonic Subproblem 2: d(9), inner(0): Solving backpropagation problem
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 0
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.58 seconds
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 2.2708252e+17
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 2.2708252e+17
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 2.2708252e+17
+ CGREGINNCanonic Subproblem2: d(9), inner(0): Solving linearized forward problem
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 34.48 seconds
+ alpha =
+ 3.2288764e-07
+ FWD.scalarProductL2(iterateMUpdate, iterateMUpdate) =
+ 23674.813
+ after innerstep 50110
+ CGREGINNCanonic Subproblem: 2: d(9), inner(0): ||r||_2 = 554497.85
+ Before innerstep 50110
+ FWD.scalarProductL2(iterateMUpdate, iterateMUpdate) =
+ 23674.813
+ CGREGINNCanonic Subproblem 2: d(9), inner(1): Solving backpropagation problem
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 0
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.63 seconds
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 1.3976249e+17
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 1.3976249e+17
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 1.3976249e+17
+ CGREGINNCanonic Subproblem2: d(9), inner(1): Solving linearized forward problem
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 34.56 seconds
+ alpha =
+ 5.1006402e-07
+ FWD.scalarProductL2(iterateMUpdate, iterateMUpdate) =
+ 128888.1
+ after innerstep 50065
+ CGREGINNCanonic Subproblem: 2: d(9), inner(1): ||r||_2 = 485621.51
+ CGREGINNCanonic Subproblem: 2: d(9): Finished inner loop ( 2 steps )
+ *************************************
+ Before finishIterate 50078
+ After finishIterate 50078
+ Calculating Final Residual:
+ shot: 2: Solving forward problem...
+ Initialization: 0.33 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 28.18 seconds
+ Assembling Linearized Operators
+ Assembling Linearized Operators
+ Done!
+ Done!
+ before get iterate 42850
+ after get iterate 42850
+ CGREGINNCanonic problem 3: d(9)
+ shot: 3: Solving forward problem...
+ Initialization: 0.34 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 27.96 seconds
+ Assembling Linearized Operators
+ Assembling Linearized Operators
+ Done!
+ Done!
+ after NonlinearEvaluation 42705
+ after Defect 42705
+ *************************************
+ CGREGINNCanonic Subproblem 3: d(9): Starting inner loop ( ||r||_2 = 770840.58, theta*||r||_2 = 621236.92, theta = 0.8059214, m_max = 3 )
+ Before innerstep 42705
+ FWD.scalarProductL2(iterateMUpdate, iterateMUpdate) =
+ 0
+ CGREGINNCanonic Subproblem 3: d(9), inner(0): Solving backpropagation problem
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 0
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.57 seconds
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 2.9001685e+17
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 2.9001685e+17
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 2.9001685e+17
+ CGREGINNCanonic Subproblem3: d(9), inner(0): Solving linearized forward problem
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 34.33 seconds
+ alpha =
+ 5.3794229e-07
+ FWD.scalarProductL2(iterateMUpdate, iterateMUpdate) =
+ 83925.629
+ after innerstep 50172
+ CGREGINNCanonic Subproblem: 3: d(9), inner(0): ||r||_2 = 661111.78
+ Before innerstep 50172
+ FWD.scalarProductL2(iterateMUpdate, iterateMUpdate) =
+ 83925.629
+ CGREGINNCanonic Subproblem 3: d(9), inner(1): Solving backpropagation problem
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 0
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.59 seconds
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 3.0468737e+17
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 3.0468737e+17
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 3.0468737e+17
+ CGREGINNCanonic Subproblem3: d(9), inner(1): Solving linearized forward problem
+ Initialization: 0.27 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 34.27 seconds
+ alpha =
+ 4.3243269e-07
+ FWD.scalarProductL2(iterateMUpdate, iterateMUpdate) =
+ 343212.37
+ after innerstep 50129
+ CGREGINNCanonic Subproblem: 3: d(9), inner(1): ||r||_2 = 550984.84
+ CGREGINNCanonic Subproblem: 3: d(9): Finished inner loop ( 2 steps )
+ *************************************
+ Before finishIterate 50141
+ After finishIterate 50141
+ Calculating Final Residual:
+ shot: 3: Solving forward problem...
+ Initialization: 0.33 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 27.87 seconds
+ Assembling Linearized Operators
+ Assembling Linearized Operators
+ Done!
+ Done!
+ before get iterate 43055
+ after get iterate 43055
+ CGREGINNCanonic problem 4: d(9)
+ shot: 4: Solving forward problem...
+ Initialization: 0.34 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 29.98 seconds
+ Assembling Linearized Operators
+ Assembling Linearized Operators
+ Done!
+ Done!
+ after NonlinearEvaluation 42875
+ after Defect 42875
+ *************************************
+ CGREGINNCanonic Subproblem 4: d(9): Starting inner loop ( ||r||_2 = 624649.92, theta*||r||_2 = 564346.58, theta = 0.90346057, m_max = 3 )
+ Before innerstep 42875
+ FWD.scalarProductL2(iterateMUpdate, iterateMUpdate) =
+ 0
+ CGREGINNCanonic Subproblem 4: d(9), inner(0): Solving backpropagation problem
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 0
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.62 seconds
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 1.9737684e+17
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 1.9737684e+17
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 1.9737684e+17
+ CGREGINNCanonic Subproblem4: d(9), inner(0): Solving linearized forward problem
+ Initialization: 0.29 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 35.95 seconds
+ alpha =
+ 4.1350172e-07
+ FWD.scalarProductL2(iterateMUpdate, iterateMUpdate) =
+ 33748.217
+ after innerstep 50238
+ CGREGINNCanonic Subproblem: 4: d(9), inner(0): ||r||_2 = 555853.72
+ CGREGINNCanonic Subproblem: 4: d(9): Finished inner loop ( 1 steps )
+ *************************************
+ Before finishIterate 50250
+ After finishIterate 50250
+ Calculating Final Residual:
+ shot: 4: Solving forward problem...
+ Initialization: 0.33 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 30.04 seconds
+ Assembling Linearized Operators
+ Assembling Linearized Operators
+ Done!
+ Done!
+ before get iterate 43117
+ after get iterate 43117
+ CGREGINNCanonic problem 5: d(9)
+ shot: 5: Solving forward problem...
+ Initialization: 0.34 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 33.00 seconds
+ Assembling Linearized Operators
+ Assembling Linearized Operators
+ Done!
+ Done!
+ after NonlinearEvaluation 42967
+ after Defect 42967
+ *************************************
+ CGREGINNCanonic Subproblem 5: d(9): Starting inner loop ( ||r||_2 = 449155.25, theta*||r||_2 = 336974.15, theta = 0.75023981, m_max = 5 )
+ Before innerstep 42967
+ FWD.scalarProductL2(iterateMUpdate, iterateMUpdate) =
+ 0
+ CGREGINNCanonic Subproblem 5: d(9), inner(0): Solving backpropagation problem
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 0
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.61 seconds
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 5.7304411e+16
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 5.7304411e+16
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 5.7304411e+16
+ CGREGINNCanonic Subproblem5: d(9), inner(0): Solving linearized forward problem
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 38.77 seconds
+ alpha =
+ 4.0570632e-07
+ FWD.scalarProductL2(iterateMUpdate, iterateMUpdate) =
+ 9432.1694
+ after innerstep 50360
+ CGREGINNCanonic Subproblem: 5: d(9), inner(0): ||r||_2 = 422454.61
+ Before innerstep 50360
+ FWD.scalarProductL2(iterateMUpdate, iterateMUpdate) =
+ 9432.1694
+ CGREGINNCanonic Subproblem 5: d(9), inner(1): Solving backpropagation problem
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 0
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.63 seconds
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 9.4884086e+16
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 9.4884086e+16
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 9.4884086e+16
+ CGREGINNCanonic Subproblem5: d(9), inner(1): Solving linearized forward problem
+ Initialization: 0.27 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 38.93 seconds
+ alpha =
+ 5.958067e-07
+ FWD.scalarProductL2(iterateMUpdate, iterateMUpdate) =
+ 145032.61
+ after innerstep 50317
+ CGREGINNCanonic Subproblem: 5: d(9), inner(1): ||r||_2 = 349153.78
+ Before innerstep 50317
+ FWD.scalarProductL2(iterateMUpdate, iterateMUpdate) =
+ 145032.61
+ CGREGINNCanonic Subproblem 5: d(9), inner(2): Solving backpropagation problem
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 0
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 31.77 seconds
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 4.4019541e+16
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 4.4019541e+16
+ FWD.scalarProductL2(iterateUpdatePN, iterateUpdatePN) =
+ 4.4019541e+16
+ CGREGINNCanonic Subproblem5: d(9), inner(2): Solving linearized forward problem
+ Initialization: 0.28 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 38.72 seconds
+ alpha =
+ 5.3334552e-07
+ FWD.scalarProductL2(iterateMUpdate, iterateMUpdate) =
+ 267162.19
+ after innerstep 50276
+ CGREGINNCanonic Subproblem: 5: d(9), inner(2): ||r||_2 = 313486.83
+ CGREGINNCanonic Subproblem: 5: d(9): Finished inner loop ( 3 steps )
+ *************************************
+ Before finishIterate 50289
+ After finishIterate 50289
+ Calculating Final Residual:
+ shot: 5: Solving forward problem...
+ Initialization: 0.33 seconds
+ TI: Starting ImplicitMidpointRule (Order=2)
+ TI: 32.85 seconds
+ Assembling Linearized Operators
+ Assembling Linearized Operators
+ Done!
+ Done!
+ CGREGINNCanonic: d(10)= 0
+ 26143792
+ 12571047
+ 3945049.3
+ 2164004.3
+ 1590454.8
+ 1003870.2
+ 818532.85
+ 580535.9
+ 546120.79
+ 450033.76
+ 303676.87
+
+
+ 21108721
+ 10932503
+ 3958283.4
+ 1950771.1
+ 1316056.5
+ 911308.06
+ 921647.99
+ 869862.27
+ 702207.85
+ 661232.6
+ 488334.43
+
+
+ 18612739
+ 8714648.1
+ 3511458.3
+ 2357183.6
+ 1437196.6
+ 1312730.9
+ 906327.38
+ 875837.83
+ 680557.78
+ 617413.55
+ 485568.41
+
+
+ 10115944
+ 5252125.7
+ 2478284.4
+ 2219477
+ 1571054.4
+ 1387574.1
+ 1046662.3
+ 1017130.8
+ 813615.12
+ 770840.58
+ 551002.25
+
+
+ 4613315.4
+ 3560494.9
+ 2363947
+ 1418214.4
+ 1232824.8
+ 966107.76
+ 891843.43
+ 756596.55
+ 746738.17
+ 624649.92
+ 555832.46
+
+
+ 4699903.3
+ 3144864.5
+ 1547748.8
+ 1040396.9
+ 704875.57
+ 669010.51
+ 585856.21
+ 521806.75
+ 493389.22
+ 449155.25
+ 313430.08
+
+
+end program after 2:49:19.00 hours on 128 procs at Wed Jul 5 18:42:09 2023
diff --git a/log/2023_07_06_Multi_FO_Iter10/testconf.conf b/log/2023_07_06_Multi_FO_Iter10/testconf.conf
new file mode 100644
index 00000000..aaf0c68c
--- /dev/null
+++ b/log/2023_07_06_Multi_FO_Iter10/testconf.conf
@@ -0,0 +1,111 @@
+# Regular Expression um aus Test_Config von Clion eine ... M++ Config zu machen
+# \{"([A-Za-z0-9_ ]+)", +"([A-Za-z0-9_ ,\.\-]+)"}.
+
+#Durchlauf 2023Mai05 mit 4 Quellen, 8 Iterationen, Materialpunkt, level 1 (Ergebnisse ganz gut)
+#Durchlauf 2023Mai05 mit 4 Quellen, 8 Iterationen, TwoMedium, level 1
+#Back to FastMode (2 Quellen, 2 Iterationen, Pkt.Material, level 0)
+#21.06 Receiver wieder auf 64. Bei multi noch nicht, jetzt aber bei rho rekonstruktion
+#Neuer größerer Durchlauf 26.Juni Ohne Inverse Crime für Vp
+
+ ReconstructionType=Classical;
+ FWINonlinearSolver= FWI_CGREGINN;
+ CGREGINNCanonic_Step = 10;
+
+ #reading config: CGREGINNType............................ Canonic##??? wohin?
+
+
+ #Problem= VAcousticWaveTwoMedium;//<----- Geometrie oder so Siehe: src/Problems/FWIInversionProblems.cpp
+ Problem= VAcousticWaveC2Benchmark;
+ FWISO_Steps = 10; #Anzahl Iterationen
+ Monoparam= multi; #can be "multi"/empty or "Vp", "Tau_p", "Rho"
+ plot_tStep= -1;
+ level = 3;#3 nicht auf Laptop starten, sonst stürzt ab
+ T=0.6;
+ dt= 0.0005;
+ FWISourceCount0=6; #Anzahl Quellen, Empfänger default 64
+ deg = 2; #In paper CRC deg = 2. Vor 26.Juni2023 wars 1
+ FWIReconstructRho= 1;
+ FWIReconstructV_P= 1;
+ FWIReconstructTauP= 0;
+
+ #seismopath = C2NoDampingT06dt0005/C2NoDampingT06dt0005;#im Build Ordner!
+ #ReadFormat = FWI;#IFOS ist falsches Format.
+ #SpecfileNrOfSamples = 6;
+
+ SaveObservedSeismogram = 0;#Plottet "d_obs", das Vorwärtsgelöste Wellenfeld (mit echten Materialparam)
+
+ SignalName=Ricker;#RickerDerivative vorher!!! Geändert 26.Juni.2023
+ #ReconstructionType=SO;#!!!
+ #FWINonlinearSolver= FWISO;#!!!
+ numL=0;#!!!
+
+
+
+ ConfigVerbose=2;
+ ForwardSolver= VADGTS;
+ Distribution= RCB;
+ Model = FWIInverse_DGTS;
+ Mesh= SeismogramGrid_test;
+
+ useTaper=1;
+ taperRadiusSource=0;
+ taperRadiusReceiver=0;
+ taperExponent=-0.1;
+ taperIgnoreReceiverCells=1;
+ taperIgnoreSourceCells=1;
+ #Monoparam= Rho; #can be "multi"/empty or "Vp", "Tau_p", "Rho"
+ #ReconstructionType=SO;#!!!
+ FWIReceiverWaypoints= 2;
+ FWIReceiverWaypoint0= 1350.0, 370.0;
+ FWIReceiverWaypoint1= 1350.0, 1630.0;
+ FWIReceiverIncludeLastWaypoint= 1;
+ FWIReceiverCount0= 64;//Anzahl Receiver
+ UseSparseMatrix=1;
+ Qfactor=100;
+ #SignalName=Ricker;# RickerDerivative vorher!!! Geändert 26.Juni.2023
+ SignalDelay=0;
+ SignalCutoff=0.8;
+ SignalFreq=25;
+ #numL=0;#!!!
+ FWISourceWaypoints=2;
+ FWISourceWaypoint0=600,370;
+ FWISourceWaypoint1=600,1620;
+ #FWISourceCount0=2; #Anzahl Quelle
+ #FWISourceCount0=2;
+ FWIReceiverIncludeLastWaypoint=1;
+ measurement_space= point;
+ measurement_time= point;
+ compMeasure= 0;
+ source_component= 2;
+ perturbation_comp= 2;
+ dampingFlux= 1;
+ allowPlotting_M=1;
+ allowPlotting_WF=0;
+ plotfactor= 10;
+ parametrization= taup;#!!!!
+ #T=0.6;
+ #dt= 0.002;
+ #deg= 1;
+ #level = 0;#Feinheit des Gitters (1 mehr -> Halbierung)//Achtung: 3 Böse, <2 Gut
+ TimeVerbose= 1;
+ rkorder= -2;
+ #plot_tStep= -1;
+ #FWISO_Steps = 2;//scheint zu klappen!
+ #Steps = 2;//scheint auch nichts zu bringen :(
+
+ Kmax=150;
+ Keps= 1e-07;
+ Overlap= dG1;
+ debugAdjoint= 0;
+ debugFrechet= 1;
+ source_factor= 242574257420000.5742;
+ LinearSolver= LS;#Könnte man auf GMRES (Schreibweise?) ändern..
+ LinearVerbose= -1;
+ LinearSteps=100;
+ LinearNthIterOutput= 1;
+ LinearEpsilon= 1e-12;
+ LinearReduction= 0.0001;
+ #FWINonlinearSolver= FWI_mSDREGINN;
+ FWI_DebugPlottingLevel= 1;
+ #CGREGINNCanonic_Steps=3;
+
diff --git a/log/zPythonScripteTest/err_n_plots/Fehler.txt b/log/zPythonScripteTest/err_n_plots/Fehler.txt
new file mode 100644
index 00000000..f2563168
--- /dev/null
+++ b/log/zPythonScripteTest/err_n_plots/Fehler.txt
@@ -0,0 +1,28 @@
+Große Fehlerberechnung
+Fehlerberechnung Vp
+(1,0.6879)(2,0.627)(3,0.6176)(4,0.6106)(5,0.6064)(6,0.6037)(7,0.6011)(8,0.5991)(9,0.598)(10,0.5963)
+array([4718.29833984, 4300.62402344, 4235.69287109, 4187.86669922,
+ 4158.75195312, 4140.49755859, 4122.90625 , 4108.9921875 ,
+ 4101.35107422, 4089.53686523])
+array([0.6879, 0.627 , 0.6176, 0.6106, 0.6064, 0.6037, 0.6011, 0.5991,
+ 0.598 , 0.5963])
+
+
+Fehlerberechnung noICVP
+(1,0.6969)(2,0.6472)(3,0.6344)(4,0.6337)(5,0.6494)(6,0.6744)(7,0.6967)(8,0.7177)(9,0.7373)(10,0.7552)
+array([4779.52587891, 4438.74511719, 4351.01220703, 4346.46923828,
+ 4454.16210938, 4625.52929688, 4778.50390625, 4922.58251953,
+ 5056.80419922, 5179.53173828])
+array([0.6969, 0.6472, 0.6344, 0.6337, 0.6494, 0.6744, 0.6967, 0.7177,
+ 0.7373, 0.7552])
+
+
+Fehlerberechnung Rho
+(1,0.9684)(2,0.9491)(3,0.9363)(4,0.9256)(5,0.9122)(6,0.9053)(7,0.9013)(8,0.8925)(9,0.8888)(10,0.8824)
+array([3795.26147461, 3719.7644043 , 3669.37963867, 3627.44824219,
+ 3575.26586914, 3547.89819336, 3532.49926758, 3497.74951172,
+ 3483.45214844, 3458.18847656])
+array([0.9684, 0.9491, 0.9363, 0.9256, 0.9122, 0.9053, 0.9013, 0.8925,
+ 0.8888, 0.8824])
+
+
diff --git a/log/zPythonScripteTest/err_n_plots/FehlerInfNorm.txt b/log/zPythonScripteTest/err_n_plots/FehlerInfNorm.txt
new file mode 100644
index 00000000..3b1b043d
--- /dev/null
+++ b/log/zPythonScripteTest/err_n_plots/FehlerInfNorm.txt
@@ -0,0 +1,28 @@
+Infinity Norm für Tikzpicture formatiert
+Fehlerberechnung InfNormVp
+(1,0.7765)(2,0.7453)(3,0.7451)(4,0.725)(5,0.7198)(6,0.7171)(7,0.7132)(8,0.7107)(9,0.7071)(10,0.7063)
+array([271.78564453, 260.84887695, 260.77734375, 253.73413086,
+ 251.92504883, 250.97143555, 249.62011719, 248.74707031,
+ 247.50244141, 247.21411133])
+array([0.7765, 0.7453, 0.7451, 0.725 , 0.7198, 0.7171, 0.7132, 0.7107,
+ 0.7071, 0.7063])
+
+
+Fehlerberechnung InfNormnoICVP
+(1,0.7408)(2,0.8024)(3,0.7719)(4,0.766)(5,0.7569)(6,0.8394)(7,1.0294)(8,1.1774)(9,1.3086)(10,1.4205)
+array([259.2746582 , 280.82617188, 270.15942383, 268.08789062,
+ 264.91479492, 293.80273438, 360.30517578, 412.09008789,
+ 457.99658203, 497.15942383])
+array([0.7408, 0.8024, 0.7719, 0.766 , 0.7569, 0.8394, 1.0294, 1.1774,
+ 1.3086, 1.4205])
+
+
+Fehlerberechnung InfNormRho
+(1,1.0414)(2,1.0858)(3,1.0973)(4,1.0919)(5,1.0582)(6,1.0432)(7,1.033)(8,1.0036)(9,0.9918)(10,0.9687)
+array([208.28320312, 217.16882324, 219.45544434, 218.38879395,
+ 211.6385498 , 208.6385498 , 206.60400391, 200.71032715,
+ 198.35131836, 193.73071289])
+array([1.0414, 1.0858, 1.0973, 1.0919, 1.0582, 1.0432, 1.033 , 1.0036,
+ 0.9918, 0.9687])
+
+
diff --git a/log/zPythonScripteTest/err_n_plots/IterPlot__Rho_Rho__fwi_FWISO_iterate_m_allshots_5_0.png b/log/zPythonScripteTest/err_n_plots/IterPlot__Rho_Rho__fwi_FWISO_iterate_m_allshots_5_0.png
new file mode 100644
index 0000000000000000000000000000000000000000..171e4e2cb0c763e187b1e027411ccd56b5bcce01
GIT binary patch
literal 30141
zcmagFWk8huw>F9eNQgs9Bi)@+(hbtxAPq`LGb$im(k&o0bPXLM-Q6MGokPvJ!DsLD
z{NKIbb3X84W^QJFd9Ags>smqY6s6En2v86Z5YT0$#Z?dx9%})AEy$07cUstzvk?$n
z{A9#M)Z9|`=B-k&$7>M}t05lW9!+aLdW82D_ZhaUxWsT9RmZDS0xp7R%dwp}1=CQQ
zWv<?FN*+*jjoc8WCa30bO?wS1tz;N#IsQwt0OJ5-XmK4WK}Y_D;Ak$S4sz8ub^`B5
z+RRt=bm`ynxDuQotk@?Xz$&rSUP>0%LW!YmHI_wEL=4o#%=Hj;2%VXZTbt*K<BDLN
zJ?<NQ(X57m@cEnqFF&^IR@l^2KqjzM&X<#}SBUdGR90$M&>>6^MaH?p3~Nti^{FHE
zF3z-HqshQ@rvAyu27a&Y*@<|>O9TXVbRJOzgf7lG<VOf(qaP@qB7BxdeHAA|(`z&!
z_J{j*hVOU9!#Zb~)l#gHG(}sdbL*h5ZCaJzr9ZW0p1zV}yq4mhrCi51hi-x%BfQO7
zl0-&8Nc=|l8UewKz}^o5A=0Ym;R76%tZW+h(EdOI%;oQ)MP?dTBpj<|w3^e<^B7QU
ztGzxU<WKrLMRrCz%<;%Gc?A^zIf2uEjp=vT{}?Pv{xEhAH?^8-@m|lEQL>I5k0pVK
zX#H4<YF@S@PMQL_6oHv;Yj`=~2Pl;+4RhL1OS{$E|J$5Z<FrB~wgv@yal+_&M`y?g
zZKQwEFo_*=t@}y!l#BIE-;}d{>Y79DL;F)ngX{6Hnf)(Qu1#2ve*27T5C?U50XpmY
znup_eV_6?ZkOBuyV6x))o2So07;b6Bku4CPm*l*>Krdh4qe~|6h|iSzzpUQh--u&a
zOvp2-Wu%651ws$rS!%yhDXY*E87;T<5zYGf9@ZBAAz?<9O(nlSG>{?2qJ8LLH~*KF
zdmN`FXB4CF{fw*WozfhX$q`1GL3K(AofmN9$$h6i<qw_bREV60CSx(;mZfBamN{f7
z`72Ls7uiUQ#JNcY|Hp~>kKZu2=8TnnUx#A-h&?knF*x=Q$H&G?Qy*yd^b~>(b5#aq
z0-y2xa)`9WrJ<OtIzD-7<M21;xKIlrbbpe6otsC^?=TP$?54^(4JU_&+6*cg3&a9~
zUl7yRecGzrNE1ZF*ygaG^9dk@g5#OhdlCgs59OMhFC4_3Vdl9$XAM}GhFg_?fb$rs
zoVGDO&NVj9WjkGN3JX4idwC9r(i9Xx=#}`-N_$xZvrRi+tQq`@d3YKp&Rjvj!}$cP
zKWSrWSy)tL*zD7LmBduM15(!4|GmQTzVU3LHT~xDtFahTjDz{8Y7K~5nN&$G{Sb}e
zfX_JD@=1ExkbM%p#!ORzLJ}XjeKNC>4(>Nwxky@S&-O^J2#G*Sh@Gx*{R;V-Jk)mj
zXg%fGc*REZ@%D9C7)&X?r1@&L8N8ZtaK1mz)#1W~<XuT<jE{iu!+!q!a!zK&p?>Y=
z8vdcb<x69r<!H_x&*E{XV~Hlg!{r@BBji5B6TX)0gvgS6To{H3CtX<8PSSq7zlNU&
zg*-3#Z%-*u;6Cfq;5b)vmCvPU2nZk2`H%hx!`HaTJ>b4n64ckHqb`HZm;1?1xP`j)
z?!6Plf*#IWqxG}K0WZ=yt#(T@ZhcwoXQ8PT?+25)Z1!o=3yY>pt1>e3T}z5@uUv$e
z1EV^Lyjvn)d&|wIWj<a&?v3nyw<g6oC_o$nmiso>kPrZ-j&mC*bd#8Mm=JKA{AN!6
z)W45umO4N$?zDcaj}yJU3?qzqM~mHzs}l1~+4OpKhMUfojs0GuYjbP!MA59MS$85Q
zC+F=_Q?uZCuBQG)g`CfPUH{I6-JRt^ITESQk>5(EzW3Ue_mwk4)6crPZ=H8H+oZYh
zEGV>TZHGbAPOH}XcRgH3;4CeXhDdn7+#yxR%`x%mJ?ebknJN=AH!se}u)01^Jv$2{
zesgJ$tDpeeDF*-P=R-w-&znX-9zF4J*?d>_zP}?WsmLD>es}D7aJRFl3U+co5meU!
zzW$=55gwgwlWe%PU>D(Y>!GH$Zfy-M)UL>P*Ql@<tY2F{iAZ#N+czsC{;)rl-k$my
zm|=FhI5;<oM^otr^H4h)5IU*Q;dh5LueK!$B8$mRfe^fsyHP^}&-LkQfx+2It7{z1
zd5*oMgR{+HZRTa*_gLVA^*j#KBH~ax@KWXPCbugPg%p}~no)m}!k{30zj6y)QdG34
zJ^A4l9pi2@z>p7i642IEhTIE;ziN;Ej#gn0=L6f>8?ob7{lk!4(vNV`;=~VQdF%CL
zpuK8CIAJk7B7OeoEEpvqklS`nBd@2!cG2L%cZZa5?%DO})+czQCj8G#h0emWAj?5P
zPp`e!ZZK>V1LKvTU!dOP_0}N#_^6X%WloX2^&Z%N#v5E|E|DUU)I>Ob6?=jIY42j7
zXKl<}o|;7P>V9J`FDk&-8|Qoc(@&dIuTFD&C$W@E()9OlZ`CQz7YnMmw#F-Z;Wt<1
z!&%>6DvODY+6lY&otXF-gxrUsOWTEp+o0wF=9~JePRGT|8JY6jsgd{r-g3{20r9b^
z1hDsn6cf10aqU~;V1xSQMNxIiVu{1W^3G@(<QS^kJd>}AM1FO#tX|S6#545%Y1~ZM
zkclwK^sW@=(PhL&aC*Z*Zdn?flk1q2X>di@e&K>bQ>+*Q?<B9jRPrOHcl~iLMdB|l
zJR@ee1I7+exyTX}yi^hu-46>Sx7BAv;z=z+m8*yCS?Ttay#GDXTT)X$6tJ_{yb%=L
z*?l(W(0sSjv8U-Jq^=%oD0Gt7+PuM{wQ#J-kybdcp--OVcDi|lgn{aqfOvYqx7L@1
z3it8qD114Kg>WCJ-ilWO6U)Eo6S%lZ$1zE%O>x>$*q{@>AriFy5Q&eQwg*z~)uRRV
z`<VJHky@m?$RCdL+w_R{mIrR$V#EQs`P3oLe~cF4Ew13<PzZyjy``<~Oj(xw=sIzM
zrX8)gCdwO^?ZfC<X5Pb=##lSgGc>gz&p{tS6!;YMtir;NklS7tYD)}qDTEO5zhC^r
zFjwz7>3uQpbhJDUARfjBv*2mu(yv+E0ARD;;u3$_Jd`87v0I|(i6iPv^J=Y;W8pIg
zPEq9q6apddB7fsD!`0$oXQzJ>0$g|I8`FcvYn<=dzrv=#CG8=aqs1k#PDCKB`ONsn
z=rmG}SqPT4D5!dQ@aLB|hLB~mG6j-Sird=@`_$m-s^AW@q&3I-v?i{qntA)Vn#Mzn
zwRqH!o#8CGCDLSWJJeYyvah|L00(A<il&76WjmsqR*^o|-qX5Z6VNd`2vYvc3e!k|
zeDy_};zYbw^a*l(^k}{rt_dx#rG%d#E?hBAQ>qeMclLPvgu3zeyb}mMAkdoQIhUq)
znOMME{YDkei^r%d2mvEE{u0wsOwU@`5fJdrwI}*{Qgt^InY7E-HJk5jP*Cmmk?j{6
z1Z`*6sRcbh1$~UY$NR2g1Ht;an=B_(tG;HTvvoNzm}QIVd}p??v_>he*v=N4f(rYr
zo2Gswx6u<xcIT<z{SxO8`&`~__^j2mHiNHD;QF<WVwoX3GgYHQ8BYT9nwpLpFG9kO
z+Qud(29x1*plPW0pGVssJi`z1(Iwu%@i<S}H^{OxypGTzZDNWRu{2~nN-C80W(7<N
z7IZ7fO-~#hi=oL>&O&tECwdJUp}$Wr%bDYy?19)Nc%Da|2}6xjx}EP6$8%ke52qJ@
z|6YCYdeSq*mvg$wd*f6Ju6%hB-^}@X;Y?;<GB4lZCp`yl#&Kkht*(H2r<Qvu@+no@
z@lEb(x!o{It;AFSUF@gPIJ*#MBh0+f_qHEd#3+?b3(;e>I3`;jH5Omr#k4lVPd6st
ztAo|Nu2fEUW^YeN!^y}8PweZ=bxwFt)dk20UFK&GE=RA<bOSB_v>4E&y1ff|Zo)fp
zpV%URhJ&Ipu3D`E@a}G-;a5%#hB_9^&AVg2e6KN;75XPaSZ>oLLUf4r@{5a?I+Al6
zkGBKFS9#APd@gZj!(jvd_b{}3oN6;bi$>dQ-W#6maGSM5eP-UHnEK}CCcFgiTdr2M
z{fWfl&6*PUF8&#+W@XBIAoeH;3T_Aw+-~*4-I@=3Vl`8Q>}>-fwvX^n{XGy6XiFfF
z9@53DaR<Gdf^Xk)E*1<O7jIeg9FI1zbS8lCd(eE5bYSSY_+4qDruZ7H)CdFqrW-vs
z?mW*o$MS!7gw4j4<k9^!4Wx~Cx?iVJML~feE|L2*S%|~A`A*Xi*52Aonsz=id*GEa
zR}LVIJG^mH@4QGgS@lOUk3)L15sd%f?)pB=9efQ4CB15C)J*@hZT!6G+gV2;{}TcI
z(8IU&tD<^eWD8*^P|3VExQwEhKJBu(N?^Z*-=K3PMiY8<^|%r9GC#%<?GxyCBpDNj
zr_-OHdJB|qgQ~QG&$CYqbgo2wX}wK_lYgJ@xi~cNIcS_UfLRQxKK_OhSGmmByY7$X
z&b~&%5L{1qq8oaJy`+VwyI%}%X4_HR6VE1XFmkzZz94LGeBG)-P7C7<{%{bA=^MIK
z6uI~N+`zu<ln2?#IxKEYa_ZCmQ5rntBQEJF0#EDVasw!CNL-HZdj*CN!84#X`j1Ta
zZ_zY!b%E@yB!VUPDdxtF+vHK{2(B!)asSFxz(<^ZSrJURpfzKkr%7sNx;cVn?N96S
z^h=+*VEzh&76{rgHf#M~v-F32PF{|VYi5DLMW#+ock6NN4+hQJk`es!^>2Qf6uV(s
z+g~IS#NHq&;zi-$j8!t=_Ij#)qQ|zM*STIbv>5a;z3YkPnuQ+h&KK;|e7sI|I%oU+
z4V`gjHSC>&M)Azy*r?NbpLWgry_}hutA)n;7xN|X=baJBUacbGS^MopdR0sLxr=IC
z_>-A3iPm9=SQ!(RTc`?Bwf27R$i)Wo9LIx0Tc&0<)8N84iuolzL`Job?EUPjCpIk#
zj%Ie89BR)Z_;(1Vu)|H$ozBbfz$YifZ`4ZHn$EB0bnR0~Al;Q)EQ_9tCt+a<j_Tjg
z3Eg)3Hx4RXh0m}4e&AHZ!{^|NHHX~$gr}9eCz1n&r*-)Q1taqS;SxiM&xhY(5jDm9
z>n+{`{H`OL!(v382IXdFPJ_)HCy79E#J@N8+rH*5C9c<dZ5%_Flh58YnoA-{KKbr=
z%rotECJ;3RZF+{YBwrLmAbK^HYjd@|ISO!3J3H^eH2u2|gX&L^&aDlatws&gJO=yb
z6{z>^%T4y@vPW~88|u4bflph*O7%Wa*k+;eWdY-Q0SwQi9yBq|m2w-)KT)#i*wY=b
z@ZlCb1$FQ&uo%3)bGh(LyQtu2e)E3$i~ri+2h;cM9ih!Z*|sXG6=#J``*{U6HJhzi
z?WHXf<>ouUEPdtTiv@2ELCtk1-&+f~xO4~KY&3u3;Y+l;`}=^{-v@5NE*n&@yaB)>
zPlE00?o2vt&DZZ#Ehe|_e--Ck%2QTt^5O&u9{veoO1g1!jb=fzJ^u5X1sFvr376K~
zv!K9lXj`5qVH=>~6h74TLAbMPG~V_$fn)>$`To~_g#oHeJ}2CP^kzN9&-aM-l-*)L
zlsw6KZfZW_v__^g>~*Gph{o=e@`eLDwOjP|w!649umDgf0g$EH>?U{zZpLZ~qb;sJ
zfz7st4IRU!XP#pkP2WfjVhMjM9hnM9D}V(B%*9dq$mYxwemRd2$dVQOB~U)C^jY%x
zUfE@JvA_Y&mrISlv&)D~3G#TQr-+TYMFtg7frxwK^;ORi(YIAEJ989fZxv8V7!)xk
zel|6I+^g#s=k#(buu>r>;B#aJ6=`W><#hj8r<T`csY6FVpo3jaD&FTab2Z+&$wt%V
zF8*NWgN0g&=u{x<!Yh?=YA*Gx77Q+wnJi8X%!5LOys*;rs2(o=j}@9QCZS(8C17cB
zU!=3Gxmw5&SkPxA;hn-UOh5HtAhjU45>nU)QZ`<0QJ~jRoWo4J=R?qhlB#!)@W;iS
zC$zET989#^g>*FUG$wzJ8$Q(f*)yddXBBvqob)gL_<l=s?@)fuB_rJuA=xjJ>WA}N
ztE!u}7ExDrk$`b>pWeL|0MW>|Pt)x-vE+TK8MO=~Iig<;(E5)^<uGZYbJwaZDnglR
z2{JSpTffMC)eAe7s~;b;ZQM@s)F@iu{Q(}FwHI83GVR@+^1vWB?<JBBLjnBH)Gf<g
zhd99P&$h#!TwSDG&Gvep?P8X9gAuL1(>_c;6G*oVZ}%4MrfTel3>v{F!trN2vx4%`
zLJ~>X2g-GjzK~*>g67Wq96$3CsLLF{7Z|h9JtA(~KP3lsKcylDUMG9Waa$?+aE~!q
zTky<6y=g!$TO-4ZKiQ11Isyl49wGd&bH7fFC~3HIz5h@C_v!h~ut74{Ut|hzKJ5;b
zLB8LYAUb9my47Qt%IQM$HwsW3yYj5s=e_`)@VS;5u2^=^k!`xI@3I>^X^?)Ml}ut~
zYy0LnFv@lAt_mO&Dz_5;zMlh2&O6(i^ahRqsaK8jYM@AwLdAz+6!PuS`sC(r8j0jW
z%1oig`X0k+<z@FJ8&?T>hS*5wZ5*o*O?)-({Jc^^lYt3;7CGvIt9I25r3xNKN8sq1
zTe9S-L9VJ2qhBN3&g%H-({l^ww+7^2&7L^G52Y};xVck#VL#I0r#lk%R!m6^C%;Jr
z8I$sqB1F%I@j2eRr(OAJH+rmm^=Am&91{C>oveoBFoJm>kXRG!V&S>|o#_c@E9nAp
zgY|}QR`PW1-w4OAJkgPf5LPCJbX(<;tn;29<8W2qT@HUky!%-S<S5Wt(h~uPxhe1D
zkdU-b+e_i5EQV!5Zdi*#6ZTJlDi9=i(<SG+aOSt+j%UCMn>kP@v-7ULT#~wLs_%aO
zC>f1tXeX&)kSue<(Cwm}VZS&{(BWi#4@l>$Y<T*;-VgZW&BGQvLm22C<MlltkZ%5X
z{Ucp)bTxCsX7R;>u8MM0{qBfrj9leHf{W(o{tH*`C+N?2W@n5HVT`?<)ZN}@Py5m6
zOvvy(dfHEMJlQ5cF?`dvc5i<iATEx3(7CxG<6cIR(K&iIXv1%%!RYP^Z;0!1)OT%V
zTST2&U5nq})KcH7+xIhVB8AAD0C{QV)qXz5&NenzdA;j_*9y8J-*#8j?isLj>XqGm
z^~r}=i1#cD>p%<#jeH90_VmU=n!2FFUXp@t_4uc)5i1}mlu~---LWNw`|bNnh43_9
z<I{@4M!|wBis4mc^XSK?$io!!k39UCGNfMBpU+V=EMJ+3p=PgCyY3>FM*F51W#c^#
zJ$#>8;+wY%+SX8XomH(2%stm<l*&A%&X=Z9j8plg!lW7@N`4w|&R#_xUE_rY^61C$
z)XG6;>Nh-b<TX@(u1c%S=qiNn#fgGo#LV!v?y0PqbO5knKLqX*3DyMPec9#Gkb5#0
zMX(im{Fx_Q`BT;F7`J1J><ET}lF65EF{QYJXmHE=DvDA%RJK+Y-z#+Uw?(@vDriYc
zn*O9zQG72z!D&p4>Gzk7yT_}9UdI`ChrXwON!|>ArZi&aNCQEg{=Olx10qO1LM=66
z^Ak0twS7hTMMKZeMDZ87-OO~3Dhcb?k=|F-6rxoEK5-pU@yrpQvnF$jW0!Qjr<4y@
zC5rgVMP3LdOE!p9ty%clz3(6X%Uf~)G^6kIW-;Z9`d9Zv^*!zA^zaDcU;dT)4B2Ii
zE>Q%9Rn(cNtoR&rDY{;+3fyYJQo;4@1HDOJAmLI<jKWB_6E)j0#J+HaEPq(-o8Nee
zU+p3VCv}2;Ib&ljuyn|ODeA=2VOoGIc+Ggflm9GWDJ;-zgxp+4tjk|A$mfvQL^-Yb
zPy7I>`wXix!lTF74VdbY<tiYO3L3UdM|!J3%JT>!%?aUPTUqT2H<aV{?>oaN-hZa<
zj>LnwdS%I}skw{vy)&8^VFY{AnR#hQ073rR4d5t^m<1k=&OKp%zorSje^|z<N&hY{
zou}U#q!L@FH0r$sMgIZuJQ4YB*zxXLJGXH?cJ6$16>BMaXsd${rp)@=ld(9&v3=6p
zY~v$AT)9HdpaP2UlQ@4D^G}oOcuk*9ZQK7$dC@&O{|2rNeiLZ7j&H21t@P~geD6`e
zMbAw#;h*_G94M`N2%{<OuF1VfU>;Gbm-W$_-8KsH?3?0OnPA%l!=Hx`4NR%m;qEz{
zXeIls5_uYs!PH>?4%WBK5;CJ!S-oYeI5HgAP=PXcSburDES8&X4)2<5Njrh%FD5v}
z;*U_7FoLW3FIpOCe|cqr`(uo!l129qSO2i>_$Q&If(&!W=<X<xeksdnRFO=!LaY>7
zfXciz`fgR||FidF7lQvXtya=&r86-Un#1)!&yZELZL5)Zk!PeOJ|F3yS<r<z)2-8W
z9<O1wy^Ce~tVPfJ%@EyNO*X~P{t}~aN@Z2F-Szb`N&SzRp<HK~xs1`;os*TX4?*NG
zl=Ye2W(hz@f4+P;{;Wvzv2Dh9Pk>_j?{xt7PXyp;BcEV-lq%q2WBc|%$hGQ3^}?y5
z9d~2Z%HxmJwwLY5i-Ny#7t>MvNZa5K(bJw#OnF}{Oc(FU(B^olqE(}aI~elzV>oPj
z`Shig{N7WuYb8<Ll;}8KL0fom_gubS@J@OV(@r+s03Pl~w8$SXys44+<m51<cTfhR
z+%6*Vl|M?B+5CbgwF$JtR;~=ACaci&Pr51-`OYm5qSvm3L^m%a?>D>8{{WPOF!*rH
zAGSF@%)+l*?5{fVu;Lj~312_+w2nmhQBx3LXtveq>3d5^6f%U5GVhj_)s=yR+JdRD
zIL#lmlLZ7(y<$@49i#Tq)54lv3XqAr9ZSn6cOiP?O@m?u$r;9dF|I`RHRtMGo_uD<
z_fAub7_{Z>xJ-;BL~W%#EBwx`jx;!BB?a0v6ZgcpxoW#0<H6BqPKL^zsk&-LWCb`5
z;@>fo7^6I7CjVf;w8<)UAn_+QKx@)zA<6jkO1^)z>un<HIpdpmzi8l&C*+J2(JZ^K
z-9?8JwBGA_(Umu-GNM*-`tK9zziLxfs~*Wl!^Z0Bdb{;2>?tj|+>ELsXB7Cj!U|hT
z!?iHWEWb6xf-W25oG=Z!*R6QHe<+G-VwLcPVK6N-ZCopTb@ytFovb;&n1)!e@qdXe
z_n_rud>VxP<FA(U_w)$1{_{F#8`N`3JowF@IhnE-FW*|cOwH_)T;;`LO2fFad|L+#
zdLy<3I@4Zcu8z5k0KL_uI0;_dVT?=eahM5p9W^`GcKKRId8acN*&6-|LnSl99F<u4
zwil<QR6dJagFbiIu)X8^q~c|i=NfEf(TfkQgy`K&+08~#Utmx6su#|fnFyB*+E`z8
zw*Cb&)=cHl!M5Gn41j^sPakl;0C-#B%U|HX2ibM@oN{^3I8_17P}3jvw7=2IJFnSe
zGMI!I5MMh5c5)u4IV2(YM#?x&aVsYOS_(==7W?(=dkYn%MfZ1N_M9lJs7D6O%wBwr
zl$6S^ScV*{XrNkb?F=%ZO8Ca<G-ViPE8RzU;&vR|TKPL$B_<?YBe-f5X_HQZO$5PZ
zG%G>gR7_pQ3U?@B3Y$xcKq_d<dL@qXH@rO@+kfH2gN|8Q?#&75lC?7ZG9&U%|F)%p
zF_?&Io&agjakTrp#MBJ}pRP8BeD&O6`mI*nCwKy82P*Mv4O&f)(MXIn(TJzTYwkCU
zRc!*q)`!)g0GSErpOEF=s@2UVuYU1DY|=1ljK3h|XN~~ep;CF2`%!$BzrQ#wdbDM6
z{~)KM3}rdxEo;N~%tH#WKh6smTQ(*9(_@V1HvXguJkl}6^2TGxzGxv)5^Iz`$AhY6
zWnO9QmObG`p@&vh$xjOilO)Sy?3x;ISEtDxe}b-_W=IVx$|VMG9y^7@7vkIpsKMDL
zd}t05Nav!FQEt!rKd<iX;Ah}xTmA=>?-fW{(*DKvzpM4lSoX`Y<SQ{RYFU5Qb531s
zHPpzrQ6ewqlRTFn)%bL&@+pB3WhneXQk!I5fi-Vt+QPDm!g4YGh!cv|qE$W{ANl^S
ziJH-Sl_~p?{<KUUa&O>hLbmCum2Jqd_q5xr30v?eMYv6=JR0A)91Y?-MBp;~n6N|{
z+Cu#ARm%JC`1*HDO#sjk1^F5LY|9do&QE_E#bk!Q8Vpm>4OUTSe+=o5g5rxXM||hu
zPMgQM3jLma(6%9#)UTA+lgixyNhOmm<P4Wn;ZUNRQfW=Y5Lv*-bj#BG`OEtN$I-~b
zyH*6a0?f9Sy6C$&y*8^@wRc<~IX1lBdh6dyY)o7&oHJ|3iIu6TFAyRHH~$k6@jU$g
zBLv+8VvW7ub8PMys!MTt8Pb*takjU&?<%dN$w%{KZ@0ojnDdhdhN@7g@QmawyUcM7
z&>e}i!__)uP3e^&i9y`h1V&y)nDw-+Nu8{rkhGe^X|jdjo=gRSrEZE*KA}zfg_S2K
z?BOPKCYOc-Q?mxO$LCgzcn@ei{er}Z>fd?L63F<Uv)2o9e<aHgYZ|HK9qudKhY|C3
zNom-WZVF2$hD*thTY+L!QpYYgFqQi|R`xEb#kB?bZ}yo>`O;S*hL@F5^aj{X?=rO_
zN((^w2Bx1AuX;1IH3ZYiOM=SWa4~w_NQ9YRz!>uA=o^DLdJI(+NNhM%vJ5_-n$%8I
zoJO;@^aES`gZTFY>?ICU*lzs$LO_Y+UMzomKocE3!B(xWUqKKaSWXb9Pd*52m(6i(
zEm|oy+>v?u#w<9Mh)T3?Gr4qahCBn8QmUsb@vtbGk2mpZC5st}_qiC-v$dyItJ2yc
zTq=6RCTWgn)?kIIhF;Yy0Seie3Ttn;Ydf>cr98oWI1`+q^O$QHKZDmDYG34i3}5g2
zzYt-zb|iz%hXYL23J$QIEkoYrtDS-Oa@Mf)*aB{Wv(prS>nPT)&j$oU*MnlQiyd(5
z(F%3?hsaUcU#Wi|Nrq6b=-7z<{43CAPrmnd?k$SgFTCDOYqUP=P%q#Sg17Q-q<HVP
zFWz_sytwfp{q^6JSGsqRIZ#^{XgYWS`qL<>=h{T_;G)HW4}^NKYGGAi`X|CYs5#*S
z>$(K+CJjqD!gc?!T^BXOSpmG^jb`0R8);yRbq)sw@Ghw?biZcl%E|0^w4%UeTQ?HU
zo%bY5ddiWROH}s%AL(`7Nm|md49N%AY(Ty|@q{J!&CQ!F?^83Z59q(KyXqwcHyj5S
z?8ANwYC>&C(C$Zu{Ij_DsMrvmzEhW*;?;#d2@kM4xGFvR<9p73`6Hu~#OcpPNj>;}
zZ~`8uY*-j(c1*qHpOC<XnXVUrW{M$jNe<F?UJ8oWyMe7wV&Ds(Mjrj9Cgxd3;t{BE
z-kLF-<66;lH5ke4My*dynak`h73;uAb)HKgojZJKGlF@qm8?737VHZ5GjN<tgNqHD
zvw^Le^ttF;uQ#fAE)|w^yp|P|_kl2E_g8>nVS&vnK=bMaK6)*7wcxelF3xE&@D+9<
zJU_qc4@ks-dRW<jdX=0aC+@V)m?8|WO?lV?WU~QX)F8`|G9>6Z_J@&=rh%4AnK=BP
z#v}}6UCso^->j{Q0n}03oo5(v1qSGz{a;G<A_EidWexiU%XA3OB8&7OJQ{Eu9~l#%
zkF+5%J{b-AEcxy#xcetn)|=C%fQX4GDna5S3ARsv)XG$}pG@$Cp-t-qmt?^hjC-bj
zeq~N35OW_Pn}Qs>_kcd?Pl#&Z#$MBG5V~sSNHXl{oTG4EIsG(AV;_K+w_P9$mXtC9
z$BH~t#P{lD)bYFhI~=>2O793k2stC<UzFG*wR=kJ@S4=C+{8Q#5_Ba`!sj@&Pklp(
za$l7oeDS)??B<6~h7ndf*kCd0LW>V0_UHMfbj6)C%kMcc`H3nU8gfWc5yqk)Sj7Kj
z+#>|mMCJV9l?XyrudkB^@W?>Gr!iXV6thnTT05y1a-kIp=;_frY5S6_R+&;mb)W5j
ze&xmKFulS73EC{IppFyb84rLZEp8`OUNJo6edcNrrGe;#)$`6LoRcnqgtwV!L8QJv
z{+#Ad7^|oNWe|wp)aV1Qq?~ZW&r9$oZGh>v1RnP#R)#%32!oxLoF-e7J=(VlWfwzN
zim@H5pa-g0Rpz+kRZ%70B2M}YMOe#*9aeRyS5~%+1BEzpVKc0gn#bGTA=-o#Of9KT
zpXN&8PxXWjTFl<_vk)7fYT#-=y7gT6v;%|Mf!u%XKh9X3SZ=`!e#rJhrNeNmOeFf%
z7w>Mj#|e=DP4=uh{$hJNd(H;?!4&m!c)7ix<nH`{$99g}vSgtdmfm}Hwns9V65@)Z
zuf8q;@PLae4`pF=I>?9fVDx|RW`Tx@mic_J>31wmJJYSuJ^r9Px%luqYA=Dvi6mC(
zFo0vUbZ9;~iq(YQ8#PQjcR9{@;yWGjC^N%}`JD?Pl$pSa;wIYe#OVO^RxUtqK{FLT
zaq<{{xZjZv2A<ygu1&6s1F2_HBy7u*%{LmW4(Rj%JC+(Kbos$5$_kfRM?~D)!}Wv*
z_R}&tR(veiRTEaACr@D^x!Dj;qX9uLlE|;fo{g*g?kKZc_DU!&$o%B@{!2TND$7b4
zQT1^)IHzN&Mvw&38fydj($=A#;bu*ad?qejW1?76FP}#KCn{?L!rAIn60b&C#5~Gz
zTnT;hjz;<O)tY)m)y4xjIoGyY96W2dA>JnOhtEC?yl`h2v39Z#NOg5vQik1YUnj#*
zooQ(RJjn<!Oky*gm{twfNb>`3hF<B1XCPvauESP=5bm-Yh4Xlh2Rq!?q@%V%Quyky
z*TU@xzSO+qsJrq0SCLde&$?&Gl$~}WNbM~DD530Z6WG_^vJIYegw0pil34jsGreYf
z0@U#ot?c#J9T>vL%Lnj7G?2dAub_B?%vTh2xKEHy>(;k9_8WGB0Mg7A7MxT9-upS6
zg?LaV)d}3NyOTYM(YwoIz}%pzw#r<8IyRA<GL_lg*+b3rKni;l@8AMF{^=nFi_nd9
znFx}h&sKQ2I&rZ4yE%ZgdO19=YB7*}v2{`07;y^)tPMO1hp}u(`=cJw*S?%q_pZFp
zwS90=Z_%6-KI3IS<w2o~fx_*GiQ?%>7hSt}=2XNNyDq1G!xkw%X2!HZ8c7X;1s(=1
z)X(mniI^-oSaHL_##|<{`DBc$-^<m;gG+~yAEz=IT$YCBGOSWB0^z<_I%*pf=fOnz
z@e!tS*3R|0mc*!}kc5Gm@tdn<fA@$8DcThd+ZvHcRLr>PrR!$o-iFa5uO^dx!g#Q(
zy8Sy{bmmmb_kN=kX_z*k1tMQt@YX@?Rd$=o2li*jx8yDLD(?0=CRApBR5jaFBrmZ`
z{A@4>)88NaL=U8I%pCu8<kG^@MO1*1n6eF%t;yi;WrOH$le;|qeQJXplbX1cvnAIc
zGk1o)XV{Z?3`+EhwpeMPnPM6x489+gKk9?C&~{V0w!Q#v2f)Dim-_M}F|H5zS4o7a
z<oVjipU_zQn`F$Cb<D<-FUW)NQG#BcFk*73;zdoeIGPIoqae!^G~ZQovamI&$Awy3
zl^+#g%-NR9O2$uvW=j(-v)IHNB9rBtXbp@!8Kr|>E(X_{q$5ekWrJiL9AP|DM6;wW
z%5C=UC2uEEunO7-Rg&YIMh{2_kE!H}dM;6`Vg?)uiORrQ;@mk}R+y(eybnkjI}Mce
z&l~OU$(n~Z*2uV${_#=%zuC6l&zG7vSsxK~t<l;siE-_|D~ow=GsT8lGAeaZ6w<To
zQ(Z(96X`@!r%Y){-2~x&`Z15p&)P*^Suw5@+0)7Dm>xnNSD2STfp`rF(xE|dLDa@+
z6+1zuRGZ?ws!u;xt-Z37Lo?qUlzGGcf~kaLHlD!FafN7GP?4E*buj1yxfCBv4zA+c
zWJ~x^V~SdHK6?l^iTAnU=h}O+<=;%>DYEL122clkVd<wd(EDFlHjLvrd5<BqCR>9-
z&$`vi1I9sLl|Uq}NcaWZ&m2wH%)2izB1Qm)-Bw!5hommEkHRK1@Z~j!kA0%hUg?_5
zCI&r22Lwlg!0tFT+fiCec~oW01?~HMET0Ou5~#?`w9MLf?pH_r3&XUShy#KqA&bxC
zW#QoX@{uI*7*|-r8Q*NPi6cfxU43RBReJ98V-2JLg0_N;-s*C1THhY4al7@uiw#r|
zE%%x6e{IGe&;R0Bn2aJKZ)M2SExr|h&GPOm_Q+$-JrcHwjmSA^V0;;Y*3}Hfj_~@8
zQK(brjPemEEehG!x{X4(VdN@^0x)vwLxHH0;kBa5-+8i+5MPX!wkMVd+Aztb<9=jZ
zbWg5!`z-p+oamSe?~=DtJPwWea4G7^Ppcc6W|NjbBXDTAN;}irVX3r|s2%(_l(ak=
zej;W+<r*kpi&-fs_@VSoxK<w;WhL;%Aty?dHkVfWED%O@KRI^MZY6vrKpp5}{Y%nW
zhvgvrt%n~Dn?JzM{7wIXxc&RCJxUy%8y^cj{TYgiUuf7RB(L&k$;%E)q{C3rGP*iP
z4RWi*7ro8Jg#xcY)41UFliV$nK!V^C8m(<D)f;(XB+#R<57?{go=b9=<%wO}hH;x(
zyaEw<1!g%~ki1jeHI<=Q*0BxgCyeTZc#~xkR02w6CU>#%4lIsujd0s=%4D!qviRx^
zj+i$}o#f$mj{}-<y6jMiFGHXG<&Xb&;?>W>Z;#~f1GUm(>(o&ooQl{W#=XO2_N=u-
zW|ji!{6J9&>DySk;{0rSo9@HsW}M-J9A1?w45HR*$z$X8$j_eB+XPgrKV1W;XmiEy
zg1Ep9`#2qJY$}1NKK8l)#Ol(6zC$6FLLV=k?5&KF_q1`lSoxuYNS$;obU$0*#9Tzv
zN2jNn5r&^q3@Lp+h+Nd6Bh?Vk?e2-~5L>ZxDOY$|;nsOBu01d9z-z1&5kt=p?8+;Y
zdp@tvTr{F|{@+aAYpx`qz|L)B%YNOe*%P($rW|pGCTV%Nl997rmv)(wZEPBIH7USA
zmWVA5VK6caEkp<MHtXY6M3brqUCCP}XC!86bz!FY#1aCs_>u(EikRR$Y}%y2mMEh4
zaV!(iDNld-(VF%<xnM4fjUvdOlpGmZGeN#GSU9*k<S7;?$dwYVxSlmnK)y&BGNK)R
zK-&eXJz2&fX~v9?AQDPyCp@F;eR~PLXUzWc;P<%uFJ2XpRQ{V6M;$~~jm)A26_VjZ
zw9>dw9pQe-L{_gdTaZV?B>Yhr^GR1$Nhe8lIiM&A+L7QTAxTtK($%V84232pw4j4~
z%9K(ovj+k%yIF**M{seXu{IHH(Eaw<+H<;;RlMbn+T58-c#ndaabInEe@2gBWNG2u
zf9hpw{w<F5Sre1HP*dfy&WEYPW&w(sRTra@sk^-}>;OfBV$rnh@bRJJW~kdn%tnNT
zCiJFc?TEnTxNg1r*>V9$E_^KE!VqAO9b2Tb?rF8kh^eN3Q-t!!y)jvlN|49%$XR1X
zqY=NTpFF<PG?QSP$9h+5f^)7|`#!1Ga#AlD_xacKxksPqFtj&WB9K>Zj?8=fYslGK
zM4!SCg+!v=C>OL2(m(SYnXzVc!)2ox_uJX|moS1UOc_nCiNU{eQIy$waVN0}yO{8r
zf+&)@)R|y=Dh5KIF3~hUUj*}Z*ib4QOXyZANtzy$EOv*l2|KKr7t?xg2&07G)vedl
z#$|ec?B!3zrfY3*fNPO71BJU1Vo++Il1@MXK5Q%FO}|SJx1ciW3xFUqzCVf&+`vBw
z=#OdhADqe(zA?)EjM03%%axY3AhJZToT%4Su;5o0Do=~WiK1wRR%LPo_sm2JV=Ofa
zPeW;+@l80wrwZwldGj5UcByLBy<P`f7K7VQGls}$itHn-gyU4y%ts}Z%nfwXly_sv
zxTY>SK?{QIwD}^4^6Mt}x4gULYh}0vzZRoTE7qP*kx6~QAZ2nT8!S6X`5CpS*5yfT
z8xrw~abeUP5-0W64({ns#H+v05^!^{#GcO(F6UR~buUn{;-&o`e9`^u{{syjNv6rw
zviet^@v`pzd4}>0nB8wbo#H(6PBCrriP(bGlF~zfw;oRzNie}TzNqy{lExPvxAh8H
ztskqpBvndlR?A@!)hoXA3{m%pSz=R)`RWV{4jMn?4Co$Bt&S5|V^mm>-*>{tuDmJf
zI+DXFc^3_Dc1$CW=+tDCzGD3X%I(KDNgAG4#O6;#CuGPvP?YLtZ*QpxFCYxoXfnrd
zAy@h+IbHX(sVl0S*o5vyaH#S1B8q?l+la>dUK-<ydkv;VPdY58WlVSxpovxPx#53D
z=ru-17{>{+>2}YnultF$*4Xd*pI&`ob8;+In2+9gn`Lx0(S}Qbh(zEW178T0m96{T
zw!Hv~V)$g0=A|4@9k28!m{C4@gRo3BJSYiIsU%sC`_bZW6FmdIFU)q7cc*dS(33Bk
z?N9m2q_okQgytBO2Ot(DfSV>Mg~`Mu*ep`mkfNjuxxJp8(oj~oOpXLSA?6nwJZeO;
zATUr5w=jD0s~62F*GIiF9y9+^l*Otc${uvU-!KFfFOvN(mLKw5pnr2Zyg!<SJvEob
zIhS{BDz<oV;Ge5$aZiD_a{L#2|2I7$I@S0d;0@U36XPh3-6Cb!W_~u4#gQ|#ABn26
z3sGtbgwaVk;oMFhg19D0rDBxdNF342sjADB5!8LoG<bu7xSF&hiCbmfHf(rGYjN_t
zQesjdN<lrQ>O^TJ`1#{i1k>s4na%uAvFq~;dKM<R!ZL_$W?_s8HAuEFwn?mQVQBrp
zIakkb4Ur&WvN`5$zB26FZy%*h1DyqUFwv{IbP!dhM|Fq;BDpg$)jlCl0D-{ruszeb
zX98Sp@C0kN9M<6x=TOV8RQ&2TVc!1n*ziA{K>vIA$nSXUn{cmj0rOQIYr?`Ow3Anh
zTU@P8C8LuCM@p?Dn$OGGsVJ@=naven3dB~7Gsv+a?<u~BF(0=roMZKI6rVaLV^W#Q
zva9ox@=I~lre~z5$Fb?I#?yGlc`BeTqNn&28@BIg_Dm5M3rHv#wYIG_76L8&if#D3
zxZ1qG9FR)<(!JZKw<!yL)%<(mH!L^d_<U8XZhQKsPpU{6$Va#z@{#y$Q>H-te+7$P
z;7j)O!x=;HNHMpNBynhl(OU9;AX8u3SO!^!Lf}1d1%_<g-yxYX@hwu{Vm8bf2jOQ-
zvZTjj39QmvRGZi*jPCHKf!v$j8~ZbfF*`LerZ4rG#%b%>)XYsCY=TolXfM|IY`gRp
z>>^2Zbol0_|Csa_q}VaR3kY^6wWvtFbv0DRo@TAiOD)h%m1*c12-uouJ%l;02-g44
zoELSGLf#;pk>6HcZCG7%tn`S+r8T!<^+QM+IX2{a=&h!n)PP7b1$vCN+}BT}1kume
zDs!b`+<W|TneB6x*n6q#C<rMjAkDasL*)u76h-y5%inS+EMrmh2M5vX{hSfL(=z&u
z%6f3s;o9%+b!ln6TB3FL#3F=(AwIdfK<94q%q@^p%7iYgiV42cl@w3?E<(AGsq@v{
z@$jJP3moQ-+w%=+;=TGXn#aEo5R6_B4kAYf++UY}^y~Za|3};gUW+J7N<P_j#h(hv
zw#dg<P<{`7toA6jYF9M(`{{|=K+f26(U6y1p>JJ0V)S@9rMHyDdZT;zEF-?&F`D!9
zb&-wRel}~@nkLuF#Yl?t_j#qR$mLk`N<ZZ$Um4$54NZ9;gS6*|6&8z<wWhN*Y*Di0
zs{$E@kN;k}U9?s(h|wLh#|Rt=+w>{%?0oUT(1=e(V!$wTF61ww0TSIGe8AH7Uu|ob
zme>IDU5a|6I7XFYh<qifOY~zg$PPoB3Lg4$={A4H!Xqt0F$<?P=y++X@Ug_%gmLZn
zKmhM|maFIT-mZ}hIn8ODE;EcDzji~E8Cf%BM?XM|=g8ctFlvZ@r0My6ESh#Hf@HK$
zHVp4<URQNqBPc#gmx<mXOyH5?zZ4ZO^;b9VofcrESVRHR4GsS&8fd&`Y}4q-*bB9J
z@71lPMbqFNxeklUtdf%o><5ux3H6N5a#0Wmz-jcq2|3GH?tg?N3qQK9X9Wdnj)JWE
zFmiHy))lO$&s#q}BA3jdBe!NlD<tq>YQ>-<691gq$KexfZQv8PtQCOaU*2GHnP*IH
z7Odj=l`d&Bv-kK|c~$y$H1HP7yv?dTu{htC7RoH$$f?l55;urAEssr8#EW99aI7K4
z{Y5oHW}N<O&T>l`dAxfrhl9!ENvep+=#|+_)Iqsl;Z@85g}l$bJE^4Y6dy*NUE-tn
zLbrNC2zDxL(Ohe^)`R{Z7S=Z7--yr&vo#1hV2-vJNO@*6VGl5n2Y}OY=oXO(d?OOA
z#M||844nOse>H`}!Z?KbR*BbVZWXHo$A<l+XkLN9<6@iLdGj+?IH{%?ow!*e+s*)j
zE^&s`Cft`HoFoHMSsZc0FnCM=6L*I%a*4?Dod|oaRyT>l&-Ck#&ye}NBUoEq)z9?N
zIod`j##F{|a3>$b9~+`={Jd+~;@_X?O(8!+78D9nY~0zgQlF{vqFZjv96sSHV_Kkc
zJf3a$fN9Fdoll%0>mM<@4uPaj5`XUdPP0@BOq8etok5-81?|ZeYA2%Wl!}Pj%jEQf
zp^U?4J%i!B|2SjA!ZLMbIBlm|bnWl9g**>r?o9O?x{G+ys|Ocu1HEXLD!1S@7k79%
z4vsz<LA#)3$w0yk412$&KaySG2twmtI+GeuxbQNqQ1n<M&vo{?>1~e<>HLS@tm2(;
zz7Gc{O^&;p%D%++j@o`FmL{HmJ8Fdk^I$c96@~Yh!@rO)fQFGaWr_ebb#+Fa%H!X)
za&X?;Y`|2UCRl%SmsWuEVt3xFFgZC?*lkl=l{%b&uLc5f1UPi34dztt+cnW>;W?)@
zprb8G({|<*EPp#+A<lXC=XT)g_}-lh0o=KlM?JMp@k+^e7xN0m1iYnq_I@=W>pzmO
zUfBEHT-1P|DVdG)$N(=lC<JewoU|2OJ3(4J^sU&7bNB{T74%%VDDiALX-J>{I1DHe
zv_$cM0AZ1OV(8+6j;HUo+>V#tv)*7kJ+tHBX0$a@6+kMq9PetN!#ly04EX80?{F9X
zr`6UUryzgYV*;qwG$-AL{i9i6>l<E7j23`_P`GC4SF4H-;Kx0d3@lMX04zP_bLDW(
zlD@v?#>S@iHU|s(CAa7J&`nHvUhA<K7A3MwBoePOSUb?WmQh@6e46)qIZjfX(@eTK
z*<K($5HM=9g70#FC7m|HI-G(m2U7e`Hdq$tSF`KtIsg{&r2dbE!horq6`hfm<n=}T
z{(*_ao%{%H;3yO$lGzj-)h#@T1O6R%Rs9KbzR>SY>dczt%e8m(;i3WzSk+|y>eF4B
z$0pAgi~2%x$!-|Ov5hFdH%1>WS@2D<7}{?tsE$|0FyLkg<U7;`4+ax#Pod%vdnFql
zd@{zW$rLw#wqx1zd#o+J;7GJw1BpE{nxPPu0``#?j}GViAr^pQp0O^|Np#p8F{o2x
z*&c4kf4(`A7zil<tj2USr1Uh*4Qww+h1~iQyoE1~x`hpHjaIvU^(!a}!B`_~*XpkV
zZ!ZV{@8^Z^<tiYBz2Y+=1E~+DDTxEZQ=s*pAUQ!9yk(u5LUMl(UUd@#7<EF8qjb;H
z*JHIC-(!K$X9_fJZ1^qT9kdE_+bxKQ13i5<lXldZOTTp$qA`cNKtMmsT5wXF!a2)=
z*(w>iPT9z$*=6aYN6D<0S5E<_^YIy~(o|Wa{oGXJy-7HC2Nk}#;Eh2(Q)a3uTz{{H
z^g(SV6~)!+E1Jxs?dOBNvmG^~XTA-|<*%hW-gmjRn8le7T_8sYpMPG)YB;}=66bV#
zmp<UB22vJkF5sE2byAPgh>gYR$BLiu!xOYDdhQz`3HZ<uN&Bx)k7(Xw4Ffl))R2xu
zdB>-~2Gd!nJsCTuL@G~OIUq;r)8;pUSaM4K%rPHSVI^qUuWiMx)_s{kN3$@6R>}|T
zU46k!P3ON~6c_$l?>S)dBmJmzp^n5yR@!yd8+NAf<5Dtu`SBQHxbroQz~Hjjy3T^4
zP?WIH%BmX@m68{=ZG)jy)Yh<VQ}jk6F_vVyrDK8PvB46?oo(K<*J#nG{-mJWT$6>*
z(mTf!Gwt-$x->ZhgX{G_9vUYy>X+5gEuK$iv+vsr-{u1ikOr{SYruKT`2!p=YyU>d
zr=s=4UoK|$a+pS=aPGsn>w#h8`_a#Lf;o5F-wgy|7xI1g&0z@Qm2TZh1<e;N-@;}A
z%l9>pt9OOrqJ2+yLni6xjWwy;H}(c>znA5dx#?Q&mt2opfWo$4>Lea~J%dzjH_K;h
z2{(i<?+AJvvIua}2on-u`<Eu$EjC35);VuYmCJbh(s~TFa;rx#%UMnPS(&D<0&TO;
z7kpfgVi#*2?v)gbInV79mMB*d@@=3=^uEn@rqozBO51L_+&A#*bj!d}MO|G+oRG(s
zX~b-&n0o#zOSU-{wG=j)d>-jjbxj?fE`-`R?nr8fSw;f9pS;ly)a7k<2v@>Gt+@0d
zG>;)g^RbH7oPo&QBX8BOWGPIe9cg*zllV=jmt#=bmn&6In^$?+u^|jjEQU)}i*1b0
zpl47w3!~Z0x~A2ZfjeWhwJI{PirqHc>;cMIFm1A)L3d%M=ot4&F1Zu5%PAN&7$bsl
z0ZcHb=tX^ZYp`UuUSKR4!Fr$$y*b#a5USbA2_PU$4i_+KBNnc`zq%5Fe3Mj}P2TlP
z*Uq;{q>T7{UZ2e?6c>u!nRP0^26|lV>s&fC`v}G{>0U1dq=&v@)57jrs0zSi){(ha
zh?r7hysuphp|<l#PVqRwm2}<{er}H++Q^ZYU>l29!x8%qfFt|J@1t<@icP%~samr0
z?iX>+m2RE}jShX_2CuaG_Xcf7ik-7GIL?)s23dAsl~m7|opk_>QZI)y0?-z#Vpcj{
z4u|4beC4rvelJe@y4%CRI&RBBlRl2uq$lndau!7Hy$T!aj!78fiu`NuI?Liq@@mh{
zg?laBfFMu}UyVrH2qUgvJT&&iF%UQ#qX4=|%1mw}z{j14NB@UwS}p-_O&iz89j{2m
z%0(&YJhZVsb~l?rb-g_X3l7%*DWK86p69UBg}0de`J6VX=l%vH2w!eyt~aqh+l3|b
z99Y`+mFU;Q5-k=QHg}rc4sP3VaBAh6U38qHfzD!m@9{+O(^gamL!WjBhy}RP{p7r(
z<7TER`MuD|1mLbdTkw>le{fgJhGah|OM#m(yoJWy;Ci6ZWR%;g+rxAs^`ihqOsjC}
zF^dEj8cVZXNG|H}ujgqXTsswJyH)%QYl6L`03XR$U)*pdl+!@g-AmxxlCGu5wuvna
z=Qo4M(_$jp9C@u+!)V-QDoA&35rW(l<el`m&OgZpk>~quzy78PWf2<0R%<>gGp{Y)
zA#vIrf0W#CGgm~+@1qg2aYVCNbL~1fHcof0bg`f6aJl3zMZy={c-MwiqSUyNU-w2L
zY!^_J7u|mINfGmXZ@jz28h2Gn#fLlxfwUixm(r#uK0L*3tjhur&48{iz+dh#uQ8h~
zm;2?3hf>0amaSY;^;dXb`A+(Ru&9X+Z%!QgA!+rW`qztQKRN%0Z<{t*p3kYZ?Ri$3
z_x_&t_{qKSWkV;CjIHI+aPD-MRNV5zggN*{*#3bke({MWT=i_c5}(Q2TFsf$*IB`<
zcO1^97}a5-@R*dORzBTNYO~KO+3z4RRt|H8TketUaIk8)eyqrVjL=O<Xo!vQ<nX%~
zn%MNyQZ9@k3NxvU;Wd9ThUtVl@t6x&Ln3W$wV&?Yi+G@VPL_`Oe$OUNqJlJq4`WN$
zCpdERDb?$1jV3{_$Q>DnF{1fY79^YHvQnmQW+uZ47boajA0Z&Lp^^eJ@2kEPsp~z!
ztn^={*DEx^*44E@QK`%)-aKSqd~>y!d)1|$`yQT+2^V0fHS{o?FOp%i`5nSQah@uD
zsui7&S68}EFeK?KUKg8C@5W#$=tWH(PjNbOIVWQ4dv&~cXV$lDx_n3-PWAZl9Y+tY
zF$3%-ef&u@R^T|<B)ENgxr<%}arYGY*q><cX_~_cPB;6JKBHZNbef-XllKbjJ4-oc
z+E-!G*G@#ceKeU3;NtMkf^xpF8#w~SY!;~MLB5m&ZG~4Bky(N_1(nirFC{x&`!WY}
zvlh`uv+1qZgK<Vj_!Hj-pWatFzS+^NgAeuoKejugC8Q$%(!aXHgAdP0I*gh{Dz05r
zn;rL6epi^`WkV*tUM{Ld4-OWH%Uhk>?h|tyvgOos+P7-VqC;w$uiqRT6G*c^?y+X+
zeywyuuD5YjfYZCJP~Kv&0M=P=S9ZJ&V2|_rG6!a~qYXLOXmj70Vl3&hvF!d~HBfw^
z)FOw&UsvhGsQkv;8-`q_@)4&ZwGch(dsh@aH+Ko0PZ8;K!llLc@ZT7!zBGz1;58_{
zl=u*#`0Hw7U7fp<@`{}A+S7p}8*%Ukbu&xz@Ue4JI&EKt6xO(Av}6cka$nT9VwQ;e
zGWFLGg*?f>*m2fVpy~!b0IJse1Ar(N!RpR82pNjQ#K|Zmd*YVEZVwTv%pt^QN4_=s
zNd*^-8mJ{{63?P~90r|Q!!5|BJ9cA#ybZHqty_+Mt~C5}OeGW4wVgGilU0sF+bi75
zTPY^6Y<cbK8F~EkOR+3^KW#k(cLtTUE2yaZ|EcV(!=h~0cCTW9AUc#ZI&?Qm3k)3t
zNDrZOD&66W<RA@0gCHOcLrN=>gOoG~NH<7G$9@KQ*XvsA+uuI+zjz!z^Tb`(d7i(k
z_I5|4y<xMaO_&<;uppo$=&1mq5TSP3=8x^hy6+4sZSa(ntZbWx*pX^&o)va|*_7vx
zpMPLkF9@23ljoWphlSK>snIL=;lrMA6u-H+J!Ne=w<{$Oz1ka-USwQ|0o$T}_wNE?
zIClqqvQS()<2)hABazjJrP6hb>ZL2}9Mx93;7M=w97{Z6@aN$64PE6mV`ZEIxqF73
zHKnrfze2Qe9zUyR)?ZQ@(&`@^m-i#b(e}VY)!58zstiF=TT8LR9sMZ*<AKJ&_dBa|
zgP9C3bNE#eT5$5bD#udixSVbJyA$f$R)59zM<*21)iQg~YA!eGlR^?(uThTXJyGiN
z@UP1o<zHx5h$ha9tM|x}+89h;5!*0F>zKqi25B<?+iUy!a3wmfj1@|l$0#T0$hu{m
ztY9pg_r|b&9&W2QIYVuBJE+|fLi}4rI4Q%p73z0ntX+ypIB>8~dzP}+PO7tAYQ1f?
zxDD1AqsfCIjdPQq`L)&6v6-VZ-UZ4~t3aNe3XV>HOpc8PDW5ZQ{gORlA#}ie5VgC=
zjgc%G+<RxwcTUD>#CpCp@AlRZi~l_$MTnCBIZce+l9WiRec%rb18h$F*U?XhG)!Ek
z#6yZr614O`m~Hvdi++NWS|@%gCXa*#h`VWNLV8*4B1^{=BO*O6YUISJAiDd1xXg*&
z{}w<m(j0GrIO(=M$T0egIXDci8Uc2sF=bp8D8)=`e-!Mf{01+Di+(vxHex4=Z~;G8
zw30Lrl14|6Cx^1I;zME0F_c=bIwEDksKZ%jcvHMkIQ`u~xCFa+I*}mT5of~Jv=On}
zYzwpxO{SF-j{B2wjx^^)hSi&6jrEk*gMO&SaMt|h4*gXf!*@&}0A3BIbMpy{36znY
z%L-1;rf5kTsMTv`Za{hp23fUW7Fmsg#|njQ;iLnJY6UYkp(!VD?6gL_p9%}q`)F>@
z3qTY7_pzylkiF6oO;$lnsb&kjJ_oK~>{)@7ljjTwY6MwB1R1q-j#^z46IO?G^Vyud
z--<c-(E}RnubSXzBEFHa2v_x-Ymyn?8TU=HWfBM+mI9>N^xm&29P9*kY0Q;blN9Xm
zXbVa9@q*G`+GpILV&<;oo(iqnsw7M^BejMhk=AicmUk>Mbg!e-w>?7}TvJ=xsD~SA
zFRQr$=yKg{2}>TgKg9NbW|YKI=^Xir4y`ya`CL-4!kt{HwE@UG<AI3KED{!(Tx$3=
zH;n^(^H-l5IeZJvmTZC_+%>tOmWhpbJ@h5cGy#Mkc7yS&!S1$BL|{}3rC3H?<@rhp
z!EgbaMqY6!z2RSCt+crE1p(A@LGyYBsbwAWMk@>UV3}Mp$)T+Stp@(ieR#naQ}Mz+
zA$0*7K7>sQ!_6G3PEEVwX)^+<6>Ym#3;WExvKaP(=6z~FSQ|iB@7`1kQ8RVY^fErd
z`i})svKF+G8o^B3t}0;vUhuquD14McQkc>}j5^_-3ae%rDF~I`!pZaAS@$zB>eVgT
z28dS9htN5O09qsbn?V>foY!71bKX34a2=&N$q5ugWF!^tDUV&(P`GJ%(9+ZmlT;E*
zWnKH+@fHlG2aDhvpZkfZu7REA-#b-$`qu|9SGCxAz9eZ|h$P2%)eo~bZ23XQ2Rg2o
z9D9tz+ZX?A&aHFm?rtPGx&Ve_3JEVs`9n6t37~wr{pSL=1fnapr5-R{l%tYTPs5$b
z<x99_?-ojxN*z0%9(oJDqR5rBf;_xUtibh*Hl4;C_j%@zT((*18Sz1-XJEmPn4T+$
zRVLg@*DS{x?kPmB%pqfl52-eX0^iHQJOagC^$(8t?YEEmC6ZVG(TFyIB^IfgKx*=~
z8D2j<8oNdqQcoB}SK3708R&5xZvj_Ob?l3E3-0oZ*NckZdVe|_7C$|ku?>T@jW5kK
zY;#Cv)ZQk{b)wXlM2kr;fFJ+oln_6|c&+&=`g3vjz-QUfc`NrT5o7pbQgGfI`o&*I
z(bofZ2WY?S8W+j-_V5Hpas%cKCuY^6K0qq$z{xBMo@rlU^A<c2fo8CoM|^EI#Y>lE
zp(XLZ#@W}~;z4m<+5TJY-ubGBgL1Q+2~XUucF8ViOE!{OZ^L1WXnuuB(WCUpyvSEk
z#S@ptId^tD(&OIa`?OP@oE+@D9giJOv&=DYs3<T_$vy~0psU^JW%r+A_r;FuN+F>x
zZKmG()p2W!M^$Ji#znWwNL5}#Cu*lxBm@!OOnnm;)!qbouXj(yR|!h>xi9X)4vRtd
zv)F)$@KNn8Cbu*5na5*+E2)OO-`_udJ$iHITUGOKlVz@3h%EjgS)4U;9GC+qZXrwH
zf@sY4Nu<*R3&5AsQuO?$)n@Uc*tO>VH{-<YzExlaCM3+zPh_bXnlmWMpnQ4g;fENE
z=}!?&RsW)|LcnG;4xTKXiyYKHKqik|4*zNN`1yjf1giA-b3Pa#RlJ(T06JH`OIEP}
zojJaHy6D0l1S}tEYn)F?Gua`1U2z_I-DXXr4^qV{#-~xME9oVyC(N<VC0Pw7DeClS
zc#}ZS^lP4wH~gfcR!F5bMDcxoIIYEMASkj+H4^d7VLM^uOq0b9*?!lM?~p6ho-tB9
zT@20`kn&7k)SIiAGh54a>8^v~t2=vglHESKiLO#Hq=(Gaa*FAK{2DeN#{2etkcosF
zQfI1@jk@#*q@~e9jw)&mud^1+%QPuGqSXMu8+YAsW!eI26r+W4jf13#tK%zLi@y{s
zh`#|gFON;miv4xKO2KgVVyg*Q{_B#ZD@9n^Zor+Fgi>*;JK(+mNRNh+C||d&N>ZJv
zpS~Twg_%aXAMZ>zc2sm7mBWO{#}}bP@eLu}2&J{<`}fl9Q!xYP<%)Pou_Ys+6Lv^~
zTp0s=lIyW;i77^T{;l>-B?*4GW_c^V0R|4v?hHys4Fv15Ixjbki|6X|5a&+zCoJkT
z#3rQ!J$47b2cI>NTYT_Ihp0^lHQbR8MNQi%_G&@xyPTffX!+by=|kV?#kO&TnDvkh
z+bV*S1YT&CUlf)=h>yNr?(a@kf!lk;da*4*-|~SOiw*YWT$x9ie)iI7DR3o<&pyNT
zTM;WUT^cvD6wXi>m`o=#@^J<Aj8uEIpFzmY_WJ2|*C3&{au3tP^p?Lf_C3U|_BlYU
zc2@d__x$SDQXvm(tPi^8pON_9C-K@t?BWj1FIFXt0pA9*T*-@5>s2j=k4%@h@{HV)
zG))|s92X0*gvH1E>0;F0O74{TOX`tJI?7PqnnEHz@Z2HJ(}d}k+|z3XWDTqfJJs8l
z#MyIKYuLrMQNdMeWb$eNmbK4MGfeabiE(8_`o?(Md%mzqR`+W&7N)e@4Ck1$hzMWf
z#mdKQ$^Q;YFV)L@{Bm^DMEq%(U2ybgC4M)AWv7p%Yz|{<=1@6iRQkQNvWk<Bfz*76
zl#x6+_;!?W1)&M1a*TwLwCLxGCg3}rGgDz>y#}%?$YgDp8n0{Ci5`xupBZc5&3$j<
z$w;@0iJ_+N*c>sC`c!_jZ=Z!9Q9Pn`z5oM4WHZVEKAV3iuQ;ZFTcZ9C<IY>)^Skoy
z*~1SKz=H@S-@ZmVF~h&6XA3Gt#|TV*_Fg-dPD-(=HEhSYqoY7JY9uzq9UvYsO<gKR
zM4B#;Ulh!z0aVoQ)@m6?z>Kj?!qfsyNC`Iy0f=D#$P!A$dG!E3c+8cC8=UUNd}vRm
zYw%lToJdkxaS0^AKNwNX@|m#}s!^wTkR1s!^!lyBi6~}my<>Xk$>$^?OSH$h@?zGg
z7W!wFxcIUzj-YDLMv3s+B$+p0WnFRZ(1N3{R))9WbACl}2yp>Aan^E7Uy9MEC@=p(
zjqf}JG}f_xj~FQtT)i#L3^L1te8y}B_oS1n3=6DNy?R^CSTv1Q=iCL(=u(5mdA2kQ
z?oK80xCyn+RG%n2|GNK8UeR+-pT04rK58dU%W8M;C$s5|aTT0|PJ8Cc23X5vgo!;0
zpPC<rSfCikqvr2SFh_qcFF4eDiDvx&nablkxu-q+)+zqnJpjsP9QDjJXTo0!hQ?zI
zj&_2Q%_?C@d8f%@RMG>lb(SN$W0(?5<f>N~kiAAMBx8=1l1PF|R!}RHD7NNgIGUA>
zeSN7x=}jG&y>>nr$2dAD^~lPFpC~*Q^(J3)IzKMk_2Yw0QNl1$=@lnLD5{&f4UB9%
z_!8Tuv!lT{ML&;p*1E-O;~IPL*Yk-!Equ;OcEIg*6FBBy*n+2pfU?r7!;Una2K%Fj
zxQ%BuWg$Gdg@xw;Bd!pL<+s2SfoKCD#JuCTo$7D2Z3g5TtHO>vbu!cLf>ds^>BNd8
zORH6n{S5)fDPd?lkLmW75ry<=dOJ#;EX{pk9f-kr4jDIIZ=>?*ox{hqEW|=z_eJTR
ziq-DAi%7$1m}nt@v^$LDwc;z(-s#3>Z`kqg5BszY=N52Tc<Z5%cJ|$C|GW^nRn{Y}
zSv>j4{dend{-WY}zg5+wYd63oG*Zk~^qHT$qp!@9z`Nhqrr$8XP`pvLpNbm10PZyL
zTWo*AhZ4gM_VpUQEn5wy7`V0o*41V<EZZ%$YO~>#{ptAu==lE1kXLxPs6PL3=q;ba
zso~Vr!v&8`R_~?sO_zc^>sMS}NAmk88x~+vpI^OY*#H1-?k7M{0+=P;r?wsC(gueI
zQ~5=o7Vi7RyB`ANsKg{d<3bHgiONInPzkLSFyc#xk^|*kq<J3-z?PlP?#79nxz5LG
zPMjWl6j44csnV4|gE4SS=eWf?OA97A>E&-H>x|Tyw52q9Htp20Cp#bPHy+Q!;d)O}
zB<_=Vw?C$)gNhuCt#0Tw7@iK~LcR6{pWkiF%N^bRDba)9=l{@q<9i6yGIj9rY#=4q
zt4-N9%7eF5!ljO*H3lc!04uWPiSv`uqt9R2@%khmCfjb&8koQ0@;)iqnhjJGc=he~
z6QL3yNps$?x@9owma8k9#6rJ$=&d$BbLcG;cfRCmY~>Tgavq)>qRR$D)*S#mJCj3i
zYuL%tleX=1OrmP!`7cH8qc#~tm(PuItY6P@RVrx{X4^F+^jS{EkO$$0ie3*ZB;EFm
zV3fy??N3GBix$gIu*%yKNp;TD#wym@kffu~53s>)`n1(1ZwAdTKBOzazqrCiq3>s-
zIEJ6st8=BghR}gCYCm@WsB=61Ddq)m1F>1`rNe)$dQ2U1frPh=e@jz&sk)v{2O0oy
z9AaL}_LeE37V3}l_eb|4>W?QpXElS&yI~;<?7G^nMn1o$;{a-nbU3MJ#}g&P#rvRp
zB;Pl)$$IF~_?mBN=ecz`TWEgP+iIXjoMCB+YCH+w4_YEKI47^g=1T$sMi^4}w}duZ
z;wD+^RE0g*Kq;QvFAKYz|4I0a1=c3kA>RZk9iAKvCE)<tlmXZsfDFyOwxb3D6c82z
zmFF-R6hbY9!^AbZq#_Yy-j@*zQ8SqO^lHKsOe$hs3|5p1BZfejHLMwUv}^M_-WV!M
z;nHOgG7oneT+OT0X`tKXCY`w8QkHy^JV{cnOm>jXBp@_6ujMe;jTFL=V>k3_ooO=0
zQhr0qKR6HDYEIM=k~Qa{rKs{U4K<~U6g{5mfhs`qU~PQ*xKO7)GDyH>Lk4nKH(qLE
z#l*~<NZ-Baq7GlKlis4MM&MV)bb8>{Qs~eG6gcv}wXtm5j`ep?lWYeZW-|(7GiF?n
z_vRq?7`;9b#Eco%No-v6L6xfCjQ)I{4UrC)k9$=@*L|?DE<=0es$6f!>g1l;ka06K
ztbN_>j5kt!G+FNKE-X}t%A`u%_!X(HL2!js@rQWqDS^O~GMgL|{CF<$`fpg<`?leY
z7O?W+&yzq^ytOs^7Ixfyat1;F+U&F^uSq~?*5AZS1~9mdZhU*B{_AKx=}=L*(&N7>
z1RGaIjJ4MYj#wsYJe2AtDd)%gX#vvn?cBUPAprRS+5IfR&d1AGV+h%8O~Rf$9X13f
z0+2zT;lc~1&$s#c`qJ~5(hKxin0l-{qTp=4I4x$s3E+)+we_5dLjcN|4yG^S0@W80
zb9U;Xe^mI~=Wvxi&DDM{kczGTXMVKwTBBw-Wy*QI>+iKE3&KYu%m6-AxBGB!(12-H
zZU#Mpa!90t5I@(-=$u!FmK!${x3(HJCtP=^?R~M?pT3;(awF`WNm^eZjKnNn`t$-t
zcMI)Fxfb=iI=U6=v2=_^y#Ohs1$(8%ZgoJe&M@m?gYZ}{y(!k?sCGjwl$cA@2ia7X
z*c>Z?SH5RauZJb!sYtvfE-Z<qQwVD(dTWzMWf1^2%D6r@7jhbRU>gGAYRbkczO9Y?
z-Zn5%F_$UX9%LD)at|U{YWLaDw1p;mVlWI0D|+let@espll}3UJ%+W;fpF_>4X53=
z7SZ$JRtxoa0mH}RN!yX%-~hjhx|Frp<XKp>RJc!Jq3oPYiro3|*h*!zn|0@NoY&(g
z0Y6qiyX&8Y_t(7F_p^D<_x&GE)w^~3!tX8uqqS?^*^AF2ay-{avMmpl;&hMf$*bkz
zs{Hjdw;fA><r|Hb+msN4$mfCL(LkDMe|=ofPt)bpWfegI#F3y+kg4lTBloWLZp_th
zpEui_9<erla<~oh+96A$s-a@P(_dxa0zUfr6$=0MaynxkGEnPM#i6JHP=qG+=7AG7
zFpkwGyxY<$Ur+J74@B(rq|o>XE`Q>L@EA!sS@oP~0Bf1;^j)w3fUm4gB=>j(>T)%7
zj-<mrxfFyx>!z+EPU$CE-Df&R9VT@~(j{6HpQKuKs;~qp3I4W4D^OZKe?*GBJ&zrM
zNKx2?%fYXDfbTV6w>Hmg`RcSIZ7#YASj5L)`Fz`{voqSK5b=Dk3%&qsM-ehxdVB0Y
z2e`*sAMa5PNb`50nTOR!IAHfPe;2mKnJ0r~qGNS#9!5sq>tl-CX$d<OA>Lbm!+DNw
z8ARtd$UuN3?1qWvB;b@dTj&xbCEKwYewBLo4fasqaTr)bb937DoR=9<v@@&tz+kfK
zl&m5dc6wcV+6TOtJ5)To1&q=U6YNn5()j<%Ar;rhUFDE$H{vn&x1R9BgEkt>7U~W=
z8~5MdQCIAKshBt)q?;N&;B7-I*DOU7W-QsykRW9sl^?6(Z<H+qWyE{O(n{2pn+#Fl
zNhN2b9(r!qR5Fh`c)gs~dUK?lCa(<Two)9&Ro@@maJZGZUY^iH^S#@%OE_dvM!Q$d
z4#~4+heJND`E-C*zmW&($*7oGEM!rXG4k*lss*g6-mC8Nvl(lz4Oserea%V{a60I_
z--8_J5*_b&-kr>0*OX(H=3%DsTiR;adaS0fQa(-z$Z@4|Ouy-eilS#(f5F)P49pe4
zzme>^d%fpuz3@U<ny9--R8ic)UGm!XQvniHt^hskZa&RJn=bd$;Wa7qYPbrM=iD%H
zb1ussspvYn{142XGtD`5rnuGOWU|gsj;3My8+BGyAIQ=hcB|u`ojWHqw{M!%faF?D
z%lbcoTJ4Q10#zFc)&-+jR~&a%1=uG`n?oa*1j<hgsGX+sAHVYB_vu?t?hMSN+CQ>x
zhyh$a7EukQ)y%J^;Z--*VSv*paWaghq<fg=vt_({@C|^&d*i|bI$v>$XSHy76k#=k
zQJymhJ*x+^?qzlnLa7NN@f&pcQAG{DI$MK}wyGPQam8+i^bn*;lHbpda{c*G9>1RJ
zv@7X*zu@!zc;tO{{%Q<~*CHNKbGPC#JjmzU+hC<QnT<HGBH!@&)oM?e?snI3XRutn
zRHl^hp*||G>fUbmd)W?)By&v(BpsY{@(|l*UhZFv3Su0z)$kwDV_{o|N{MI&&1nHR
zAl=|NdN%@XF1;@tz+naR!B%rDSTmPh8xL5pI`LZ`op49ygC0xgp@I-Xw+r}y6j9s*
z_d87VOlPZ@MikKx&!=Ge2X0bNOZCbBg37yaweJKz+{eQ=U!`hM`M^em6q<^XP9I2r
z_g1&8vhge^BU?5sE;yZTiY%<)`+QI$opsR9I_3q7CT{Vb*mPxYv5u-ZhL^62;!k@8
z`C#}h$~!`J=#=PHxQzH)(B{7=N*4zbHsB<6<(mZJG<X#czG53N^&>|xwd^Har9y_=
zqW`Kdg*-D#4>^{?@<eUPOX@~<Y0$B%cRInL&uR!AFbd)$q`IJ>gE@?e4!ce38H{S}
zGaKZgTM@%#r+p@ppl?ua&am(Ptiq8*E(IA>lq2<rz?LbvZM))B5yGiTPjA2GT|_UE
z#XU`uz8LBKe(2ipL&2l#Vd6AvS|Nn^`B!uhv<mfKufkr%ipTA*SAO6ZVCEt74nKc#
zu3;#yd#>vOP{xmTeZXq@NW1cUtH9H-_+BMVq$idtduSl0`2FYPk4Qhze|<D&sn6AF
zxTB)lQn_SFISMaPAWdNJ{7&Fm+A{bh8wuH#6!dh=6gNo+GB4)Xb{+DnRB4eIg>V<X
z@D%&&xBK_BP_k*f4%X*9aF)m*xr*3r{h3cC8CH4M?M*n9)`JV{;lGD{0e?axDf*lW
z>^cBfD%qhCVDNcFa`Bh{I{(F^6DJRrq=?%drFr7QKgT-jYLg5bgOsHe9)0*|O$SIW
zhP=L+V<R_flykf}=3>Ot`Jj?0xN=Pji_7~TMn#njDJ1Hv1fBPMSRqe^M}iAeo+(ii
zB@QXqPeaAI4WskOEgIT=WZ(UOxps+SpK7DRLTse!<-48LIM1HKi<T_{{KHLboi41A
z=!Dg~0~p{vf3J%!2>-!JD(t1kIer*edGwGzM20bnVy&Z$!np8+*E<<^W*F;T9MN2H
zV8nbccwTqT(oadEeKzAGs~kO5o|OT}=_3K*eue+1a<Gt9pVY&-1a^a$+>uz=Ne^$#
zbv(4;kwX61_G1Ij5!}dhEx*I&DW|li!Y4%s;%8x`TVxCmai$TXklg+H#>@|p_ECwH
z`4l-l`;2)hSz=^g9nm@vfKBBFq+5q-fGzcB8Zi!tHjN9T@9a^(ns5^)ZL=eioW$S0
z+>S{SEdTwaFte+K5zh)<Dm%R(3nwtg^RZnriUx_NA7Q5b5DoKLwMHWCN92j70nuSz
z5w&Yp%6BKH%b}GM(}4!LhP2gmj|h=`cgzaCUETW&V`sqx`Rts$<yYT{0@0|cja{*f
zQG5s?_j~Cj_ppqcbnKc5V=Ej-8CK-A4H0PA>$}Te?RMyxmt}S#u>K9_`XeJ|vIc4u
z%`p;}2$#ykCf#Fy$0hk}Ha$0MIg4wXNsvtil~YM!H?a7Q?uT{100zbjf6f-Twnjub
zQ<}xW-~+`I>_~nXV5s^f1Ov_PCytzBe3Ruy6|Kbbe9u9DkpF6_0dV@?R6jt-UQG`C
z8INuip;U$F5g)U+r0spT)>Un6skO4-&xztt<Crr07gv2OgwRTo=04peACr6E`o3M(
z9CU*~%<pwm53Jg-#@%9CdQ@GP<yCZidllVwom1Bmh)HU6{(1X}3f^YXn7fCH>E)dI
zcMP@|TK;Ecm@QN4Ia;*^CfzUw8Qc;_<cUgjYkS7nGoy%{^q|A##OA0)g+T8grd~fZ
z$=;TKO^XhIFn@S=D<w#)$!VEEx_o?IVqt77^7A}@?kA!Vg&PIc8)Hv^S;wTBs~Z)#
zGN>N@!T2^?*k81F@BvU-JKkmJ@PCNeTxuioh0??#UlFP=zg^p5@Om(SIS!`Q0@0|f
zvU?Wx(GW+0V&CZ@<HO{&-RTp_OZjr;udnFe&Iw{(cvN(Y4`0$tshaeRd7=_XM;vaa
zsZ_?g2uJ3bByDzJnkOxHUbW^h10=HrF5}(cy$b>JD%NBoZj#^(>=%uDUe9}*6~~w)
z>&M>oCCe+3;J=$m%axs_3s0xQA|~hO)DU=RF)~WGOSh3^^S(?HcAq81IIylrZwi&<
zwg8*M>%eo&N;47@j{zyI^(tNtaR88WLqZUkqOL7p#&OV~n*R(MWfHTfkR=U-*OB`3
zdE^E?4Jaz78B0=aFQmY-pCH8-!evcSF_!n)lwSbf>x!rcL8|S?9^ctwyALh+_{r`j
zW=&E;Fm36@1>=BS{0A>FO@Qoj1=<1%k$)oL&}1B$btz(zyRixc+^W{O>p;qGOofvD
zu0%ir>#%*OFx$IIa2D}54T9G4c2R3<77PPs^N{zbJ}+&M8ug|}suj$%ReSa_O9WUN
zuK!_aU<1;=SD)3PyPrxbmR0Jy^xY<i>x~~8;M-#5A8lUx8cU3AE!=sz@@71Ji&wLb
zu;f?DFpX&wlz4cjYe?2I$EYjlOTaGXJli}iYo~?<SNl@K#e5G8rVEh}XBkxa`f_w#
zF1q*u)Yi4oa13!kp}NMU*hd}nbsS!&?6zWmOAGlZig;Via^FY1rSpxbd%89FofG-=
z(RV-Yj;<ZeldlzdlRl8>oAE%V2rC9N^l`m5+tt9mxYj$M^6qgf>XL$UF^Md2rAv=&
zT$QV-x3%_E13viuiY$B-E9vwlQ-(x^Lo5j^+yv$!qTtrEpWKOTPKs}j9IM<U)Nof5
zjwY6Rw76;Cx{Eo!v;4<e9N!ra2pCtFx$L|H50^4RWzwj0C>S^@^2p2>-HL%ScSi)S
zJXNq!W4faxwF7w%t@D5!=(t7nrSrZ!HRlPt8<(w{dHMS<c?L#6IrI-PH6Ht4EHjNI
zkY$t*OLBr*F1HOy<+HaEbYEi3qe*bE{N-%sIV829M*D6zEvy?p%D5g)30rTOM#XK4
zCeBNdeihoS{ItIOGwDKRY3KQ8U|&#W7ST4g`O0Nh1O8KNX<eU*(H2<!X?NTC{y<WQ
zh`##sGLy9W<4|(W1K;A*-jC3#p=<-7*~W8dPr|=fGaJu<#vZS>vF`AP9nF5bBKD*w
zK0rSnIx8ySCeO+GSu-Cupce{X<91&i6lj*RJeBHmd^~l!y{JUWjxPUg*Y68Yjf@PO
zpa7T$P`x}jDhSUO-9rIR`$oWNucnxaJ$MP~!CcJ5zb|07E#~ht^}CbaOh{YL^XLwx
z`&NS4xwg8x8(<I*7u@?yDO|&HXx#Poej^$_12E@zfY`zs&{YG`54hX^S1|Q|GkS0a
zGqvBBypw#@NfmCr_u<vRc3bIh(RYhmX)#(e^jP{GqVqcUBr+Z1aUyd=Lv2x8r(Y*a
z3B+7FL83Dh9S*Rw5k#9e-iUKl{&bDn9#xB_4x&EEq{>-*Lx4PA<F)(JbX?F9eU;a5
z;8An9+D@_Q34~FU^%QT^&E-%_^YQVWuK1jdm1+YFe89aP8N^oet9k0I#{^*iyZ~6d
zfT`BC{UF_-)^;0X-`fLd)L`@D)A~b~u3t~w9;-zoF4ozbUI)|kMXR_IuRr^JkU|=u
zi9isZ{SPLuLXOvg$E2k>%;7%pQ=aXtE_ob)+P`kt5&|c3n|(Ps1jyOj;y_m(puWad
zeK7at?{l}wCNAPE!oDMl7sB)68T2r}es4t)0=PW$HEgWCku~m=pcMP<^ujLNe=2$_
zfssk&=>7=TXmX%auK=s@mgQl7mi#c$Szon$Ta)O@D%o(+xB}#B;C&XZo=ECD_<itL
z-o8W*G(R*xe{JH+cMre7FsfJMdqCwp^<;GoQS6cGGKB%uaT|{JHh~^6O(6g@i14iM
z1g`owOj-wDDuHwmhmIt-Ingtb3889FE>&U3iSv#mkOl}&jPf{?vbK;!opH=rV`Z#U
zuG$xV-0Tulr%-&cDPwqdc$S^NHI+RpnwA4&xQ?7Fb5r|y*x8PO{_$pQsuqykSQL5E
zU@*0j#-expQ-Zx={|s-uviPWnohOa>aH3*Ez@><ZtLK8q14=w_Lpv_tRLgBfB>c={
zR;prIh5C5^-lET=@|h{y)Y)C`UzZjYS}c(W?4(1eul3xWe@)H9coAuiC;(W{jpt{0
zhetqD0n<iKpGBpXwpa`Fl=@kB{k`<l*JmF!b@`pl^u7WW|KrwS=$Oxee!aVs_TKUl
zKne$t>L-hhb(Jr^Y#U5C$*QZHR1ZBsFLN?-Mn?Tk!=fc+MbiheMpSM~wdi48T<`9(
zHu4g9e_pez^upV{E`lyaK>s4B_x`b2=clNPmm-fCkvsoL;N!8e4#YixE=CQ2I^w`D
zqBI9onTr~>Lm<08(4NtT`tGV}NwZZZE_Rhff{`!wcCrMcaAjU5Pkf(98WPW_`59lr
z2>de63>IxNra%pZ?@JKw^Kn+OIL4#djN&j;?Gt+1^*YzdK!-R`-@)5J=ZzmK{9k~a
z$)gOQYy%b1mSBxayZ2iWwTxY9GbIbrt8v_YVu3T__vK<^ye_y319EntO*L7fd9QO#
z&z-+|{7zeX7L|Q}^TNzsZjoda=?OZmk6Ek^jRAiN&H*}BQRFkZ4Dnize5!aor6FxT
zR+EJYx-0Rt!o0Nb_0)z~BFAO9Q1u|{_+whpYa3ryn6veSjyy!z!;!7-`&I2LOVYIV
z55)DCzlVUy$rp*>r3oKawjb-6;#)m{OagrIg!&1NKZwBqO9wHG+UXd~f5N8q$u|gB
z*!WYUtkbV6P>n1<FbR5WPN0d<=fC?!pYU!$bwy7dCth!OCkAy3?tcQP+jrT~4(k7n
zs`F_HKv!>|(bcPOuT0%Ca_Z{y;jd3EB_%fohed?Wo6fzLH#ZBlRLaVVfEpg*eWBf%
zTMs8HjHD-kOvl|>PQw3xQuXzua&#Q5=$A@WZy%kyiRjkJ5Gw)%2A9r1pXs%V+V|wP
zD|po72fD>lR0x?sIgyW}&LYQ93B^-i!8qVaAE7STUuNnhnranNqY5{|n8-6^fjL@}
zMM#!_k)_|guustEa1LlBmU8A#?QJ{3f0p1mG<SMm<Zu+|i`21!q|*VA`th6Ii{F6m
zE+xbNVpo$IM_+oSHNyn#GtIe}t)rVNAM*mm?GAJ{Mw;?y5+AB@J{x;qM7yRE$PjHl
zJ`KQK7hV2@#1B)QOg2X);L|A)|6X%=-IJGE<=mBBIBr?%xXfewqWA;-JCWI4YHSJF
zAUbJiGRM*A;u%RD`nUmXV2TQNU4ipueqr+A66k0#{#AHM1tB&cxw6*v#skW{;43rC
zB}ZA(LyGw8K^Bk#$58*Y1MR0tjTG?2pfGWwono0~*rRl9M?JL|7D}zKWTx6p*g@+1
z@p2l|SH({I{I(*rcxrb~J(usCnHI-%oG8-)u_8KxBMP0&6s7=jjc<BwFOQRGp!~nL
zF1(wLvYlE|!%Cr6_k0-ZWgx=dV6X|_bR9cW&N*qVXMPSlQ@_V`VhY1@H(@5o8`QuH
zmm5=O9e&B=RlQ8^|1=|jQSTsYBSPy2@+e_xPYSR4M~-+}mdzY1CAv6pd21JX>s5Qh
z#L{LR7RI-|idtLt@?qHN3^fZrEr=xi&gjERya&COPsHNQ4M#mCa81Surx}`+`#JHt
zRMjN34h&RoDuC;15p_r#+6_&S5izs}<-h;`tM-Zh@w6eV9TBRzyd%bSC?YXB4acrX
zkg}$xqax6<FwptjJgGTD*hFM}<BYMM@+Aw3Fq0)jZKh#{LKc^j(mj=t)0lS*aP^_j
z*#Fmu7gHe>jhVUSmM3MmYa(J|+!>XwtTEaX{q+}}-N*2VKFhXX5iYuNqQ^gA0uC#2
zq+CA>AI~((VB8bxoU#S4u}%8b<4cjAR~C|2lwS0X`S*8odEMs$Cgp}C)qv5pOJStF
z9%8H=Fi>mR){}7$s|nH@z@<1gpXfjkMJ34xhwOz1WyR3<6VOuN)6$rC^8-9_mXBwd
zXb0JUy!SuvsW5_c(3CxzK|hPJhUkTwLN3L}C-~nrG7OhFoXf}ULvN+rlo;YprzVq7
z<fV{sej$!>Xt~^n{|_B2FW)s$;gETRt)8EGba8M&3B5z69gcPa<GSE$#7!fI%&5nb
zBB8=<;I*{xRV^d+k4aRkw3#D!$S+T4m+fKx{DF!jh+x`7)uRuZiud^7S^-@nfuDQn
zV!Y3Y$*L@B@feSYEvjX4bbkZ{#G9gio07R#UmYdTFuwn(t>%1C-8ImM66$>v-PZ7n
z4?(<xV{)|Vjx>=E!rtpji`6d37HA2O!4PmmF=9OPcak3N`{vN`j25W)|Kp3uxc80h
zX6GYX0zzglMr1SHIQ-EueK7T)#!S%qaxZ;3tId-gZNytEYv(678d&Y#g}g#7UjgI)
zZ2Nin5H&D6{X&x=nDORTCASiSH6pUiW3$#YJbdG&1QAUg21P2)MtvIJIXPL>GL6Q*
han#{m`Y+D!2MR}(e=dj@0uH~|WF?g#MdB}f{|`X^qO<@2
literal 0
HcmV?d00001
diff --git a/log/zPythonScripteTest/err_n_plots/IterPlot__Rho_Rho__fwi_FWISO_iterate_m_allshots_5_1.png b/log/zPythonScripteTest/err_n_plots/IterPlot__Rho_Rho__fwi_FWISO_iterate_m_allshots_5_1.png
new file mode 100644
index 0000000000000000000000000000000000000000..3dd524467f60d709549e1a4f5d54bc49628571a8
GIT binary patch
literal 31788
zcmaHSWmsJ8l5IRhkj5og<1Rsh2WZ^gA-KDH60C7|3$DT4-CctRcXz)Vl5=LhIdg{x
z{`9li{YurUs<o<oCB+3`-(tRf^5hAukRU|*$&+V_z+V&0GvJdZy7-JIPn?g1Al$MJ
z3A>4oF(~cT_X~TRAKzcYJ$)hjSqY3+MZiCc7>%wyWE{{D14*kkQyN3J7b{RIAg&g|
zQ$S+o5j{fcXEcBWT0VVmX3354z67RZpSI7g#@+qHhphR^HCfx_J!_}T#$<gQoXo7e
z8sKNUF00|zH8FZ^o-g6EiRPzFY!h-{c~eC&LmGBC1b#*`DNiz|w3oh^og(a0L8u~T
zRGSR7Z>Kq>#LkF{nT)<;O$5rD*#m)>z#gXIt7End7Y;Qx#l(cZDChJd_pWn>ylPRe
zI&)2#>1kr}hHT>dQZr6$;(=d0c@kns3j(&@#SjDY^vM$)Oi@qZ9rR+{lrpbiZLZ~|
zvQ|j>!8Qt%{`W^GG9&oAzDKj~G-*_Mma|TbC^B&Aa3&o}n5fnZU&qX#WI&5CHY4B+
zKSN-iJi#0N@_)Ra!M_{^GhI=T$3vD(O@>b={7rR6w7P!A3uk`mnW73F9_$#;r#4te
z_}V&kt03}4w*O<Xu*5vTnq!I4!p%rfL&JnNP%f5=-iWRok%DNMDT#P`U^;(B*j2vw
zt}MaW6&jq9kMJx;=%roTRB6R!ev>z@xMjl2GfF6)>;Xl1^5k=7^Z&N|Vakc=PzHX)
zK`G%ujcL1a2BrvnJ`2jY!ZX4sL*6SGenhHZi=RkaO)y~zMYi&OOxC>k|Ns5}Ysqm&
zW8Puo+^fUTOukQO{@zqAQURUNMe<LCYTG?uR#5#-Rrubo6Ov(ML|~3<7%`3qFcHLy
zdNYONV1V$SJozf>;ro9qSvD;Pg_9_qMtJwqo9M)M<3)0bbZaNsG8{@+<g_dzxBRp>
zzX+C*5o->#tym1c+Dd0C@Co?wFkd14FRw>#qbEBIeJl1^y;tM*Ych2EAZjL?OY5^9
zidmW>`W#EdI+iHyWk6tPe3eCx+$bbOB!Yy<M0kHmN6-{iD{U-8nyOG%eM$D~|8dTL
z%rLGB@t8P8bJ=$7xx`K@u~or%1gkVyUWgL+<%MOe@;FbfQOZUh6p=B?<LzcnF>iVh
zL!E?*V?wr8=m?)=Qw7Nz1H`3P#S!_+EODkV>EqI)e|~4%={PBHd?!aa%LS$e23lCy
zotr}`xx7BPW@>D%OGq3(@Auf;Zi-sr*@}!OF-?iixeog7=Z~4eS8EwrN%tAcNai-x
zO%H~GK?L)?rp6oi-JP*_FLGL@D5Oq2-KdL;+Zq+;*olu$7%A5F5oRtDeej2``M*C6
ztfX}^+;3fT^YUt&n%;H<&M=!z?_ECyjgK?3vm5XA($HKs?`q)CxqMm0RN?Gl0!<r)
zAWuniW-rOTaN!%Z#u`6T^(W2nX2s4~Bt<;{JD%EL3-}SjmIwuk<jR!P>haW!HaS>|
zb^Z*<msK!+U#2g@&ut{pPx@5Mw3h&ZXMd|^Ab7t@Ql<NBxAwmJ_nhM~8rS(vd|=?E
z9Ii>-k;?t`@7smV(OQ)NQ!x^RUckG4?9H*cU#0t2&RNax?==_={g{W8*=`ran_s$S
z%*eq#g2+V-h~U-jNvFoPqKp`%@ZNZe&0k)whR^rWO24+aU7vB?o)EmfcfavfAfJh$
ze^UG&c=te-M8ZK9SL0`hdBdq&=$!n|Y1;M8$%lo(ZdaNv6xZqx7Pwy9aP15|&lJUA
z*1C9d-MTwlt-p7}XT46X+Te1V+0TZF8FzKEH__-GOb~=_+c%v2fwfE{XI&;jbv3~2
z!ZJ|HCqbo?d3AhJ%QK-3#0nSuhF?{4hM18|wFlIE9f<UzM*txw^N<mZo25W@bmMLI
zIBQAbVqv-LEV>-Kv{<X(uWX00JOuwZVwVyPKO6fpwaVOzR8n8=A3AjG(|fi7Ee+Ru
ziOx(WzY6A3Qc^be7VdUaxH$K(aqY*vVP}BP&jwN>&p8fG4m$%IkB&yK&vxgpxIch%
z^NbxfBnI!@)=JCEPpR%J)>`|GIcIOK8l%MGIj=94J2b8WW!_OlTQ)_?Kp#-rg4J$E
zQZ3Qgz+k%ESi;p++Xv1spfQKceb@H<&bqnQOM}h60OM1Uy$_t+_JrwFnW2E@@<Ouf
z@~Qi+^E6Fk^?t*x3R_PcJhO&tzj<__;zC`9!1=)K^?82ofa!FZ>s-yxe!2eS#*L`>
zK{mak7<nV|H;;kgQ?1=NN`isvWKQnV$97(K7q|5R4v0<DQxEF9t8Rf0oFm6)-ebK{
zKW~?lH5_hyqdo9`)!0tzDu^Z@HrYF$?SSEnUD~hA@74<|Oc%r;1>0_CWv!g{SD-Y0
zIJ0?8;EN>&99=v58Yd?v_H&G@_O7nYF78-J+}A>WNuX+B0OpcVzFmQQH(DxyHo2<7
zh^E&(nCRB_V3Q+KY4Q5pU`!^HrqjvW&fxtEBe_TcNPOiEWmO5C-EQvnyzM!vUUP$M
z?fqU-UW0xA6czCNRU3(u+v<0uyPM8^cdI^0@X_sW0j^8;{rXDcfn!4O<HiXG*^dib
z+~HUaG<M;9KF}}4?I%U{3avf`4Fle+`fx$_?n~x{JJaPpy9arO!9TCQ5P(ki#!r*(
z>#bJ4U6)OS&DYo54bo6!e{>=RF)}dBoq6~?EA<ul^yoX1zbZ^83EUlX4(_#y-KA>>
zCmXE70+3aXE<XnC45z&VF*2=bBwUO4a{W{)bv#?9LA!I`rdmJWpG<RbW}T2-u-m>&
zWVOXhb*E9eZt;KjQ@l0Kz}RzjD9lluU}0<w4>MJKMJ!cN9r-XfQp5EfEa43JritCh
zx#lCCQB&#D@WGdcOv!=~t~MpoWa+X&SbPS#Qv@wOS)cOf0(wS5N~HZZdgM!n)tn3|
zFr|zp-3%l3N7t|wR9Wf~T4B+Lw%d@15m@pEePFR@0pMIZ9UGH%U+hbBv)`A2lwHih
zD;MncJK30V?jt>%m}mlRodKhBFq_5a!5n>Yr-SoB#NpP`HMgx8kCtSmyvK0=8B(U#
zzh*e9pX@vz{EmJ=b)fb%^SDgIEeM07EwiO%8V6K9=7l(X6OD>?XMLvB`HOi!KPUWM
zRIhnMd0m0{3l^d$4>+$A>b&pn)F0O$7${b2KWREw;k@e;|86Am8E|43&88Y=rr(O}
zX(&kcBu@5~E(Qm%aSK6a^Ci}+J+P3m;!LO6U$?thvsn_Ax99h5CA!8~SjXlxs+Jr0
zuYW~T!9AoOU0@$<rzWEF+uQ>bT@m&{j>QWPn(B)P371rTV_jn-2Rl5fMAlug0~M9)
zV(cCO5Z>NT*)QC^)Xm`_fS=W$Dk&ekGQJyr3@J)0;o9EnF2miU?#B*`llZ(>VxJs-
zZAkGFOWf%M?<M+2+xqqB#C5Np6*MrG$Cy=`OetLipRKkmF`!M=*ed)g;S)3iGvw>V
z!v?yfd=90DEzJE@2!UY3!X6(l?epw3>0n}xdmF?k|Fn@j7OgNvjYVF)Dws|Eps=PD
zaTNQh<f@xKGh;&$k*GwN62h^g3a&2MG(w^JSV8!7y1*^nHU5`eTT{un2M`I#3LCEG
zftW{>3S7^Y-^UmaQACEur2TC|_jW@!O{rHU8ILfpgWPFp*04Ft6LWfZZR~#M-x#s@
zqhD&S!ZanV#&qVaK<jJ^g*A@y+2e6i*E`$RUwT`=GwN$(KO6bz?oO~ta0VE=Mb#?B
z1T&ML`JG>h%cc6MVKOIQT^;XZgrV<W^ucx5Lkp(5xd%M>IF2zMi9@y0EYTYtR}gY~
z8fadpMA?ayR#D+Lyd(!%soCRBo@MSJ)_e@i*4^z{0XQ6<P`mwt+QYTiSXf>TVEG_+
zEuBTK`~5|<U6I?<!|3?9BM5`jNeH!?k(LSk<62p(6YOWG*6sIHc_ID_w_m2s^+=qm
zK5}v894xiXI{M$8cF@OzYwdPpFMZsR@9w<@aZ${jm*QZaAGY4@l;HXc>u9T;g~PL-
zX7yYkg-jm#%zn5(6y+-DbZ5vyB;{(LaXadfXmbCs#FdnGQ-#Xa(Yy8<?z*^Y<VITg
z#-VPeTgvT&hqt~IagT^dI`Di_>k2kx;Yh4*xZ>6_6&^N!++r>|bY?zrxb>!aM=
zcXDxX+0V1Jp9i<i=gl^1oR3PdeTRO>tJ;jh=r>2L@ZNvTRktjG#cW2B%I)ElY_rsS
z$n@?Z;d}y4MUwb*QJRIVesK?fw;kMZnS<QmxS7N2eL|2b7H_9&(|u2=Hf>~;0VG6N
z=1GUM$L2_(>($II_a7z$9oJeOQl>973k_SxUY<uYmHQ2s6ARb$RNSIATVsnP_Acci
zNm{Mmrf6=r`dnAt$qQ;FHLIM!**WeMzPnqV#pSpTW`3ta-MDjdxXe>kqV!DvAtpHI
z<m5EmP8>Jd4G&^r#?3n%-!9yl4YZ>rCJYsO!|k5eIv3Pj#Vs^6x+Lyj-=F^iZnW6_
zY-3oriNwinYfQ5@DiJq-URJUbL5g}^&G~c;$lWM?qaI=CfUeaCw(jWYBapa!>G)XK
zaHek6iTUZr<o;gu)`)q+bpA8IiYJ%sxg2&+-Dxz68yr#Db(RjC_p9ksltQ2hKwU?~
zggKeV8!y=H=~5#sXX(Shg%tbjIGq@+EM_v+6GGxntDN7B-BNgP{K1F*O)5K@E^Znc
z<|g}iz^@fbO6+&zzBw2m)u}$jcuztU6w7fV-iUcFrgim_%``c-a6tv7t4Oiz)r{nw
zPR5;Sx$_Y&wEo1(jfGy$*%HU~z3Cbpj+&F*ncI*zt-&m7c)j@&Qdn!q#4UtovKeHT
zUnM+`zHPrSQdVQBH8_b)S${<!l{9>mVv>M41!o10h&g&bGdpAIC3w}>=3^;J$UsvO
z=}Q|m3h!R>?dZ)Xi@u;Z7lc<wY1NlF5xWRj0XWsGu`mP(>yTegAeDu&)NxcU;Rusu
z;GRBTKmFedixos^I=)at$dGz&VDwvmn0{zj>;#A$hxnx*$sy%7?$mpaouBN}u|1a|
ze2TKnh}>lQggmf93<Rj;ks#)}Y{hyulQ7xJ9G6DZh_Vyf|D%L?$iab{mpsZ9jA5Em
zWa`f=5C_voL-k!tUfa>gLf<yu1=33(kngEXiQ_Eop_{Q*wCIz7UP(3#m3Go`BOl3~
zG%+(FuDisjomiEURH;hu7!1NL558N?xTK*{FV!0zP;&<IP$nP-S`TpQwL!V@{Y9yz
zb^3kcaj&<(zkC;!uhLjvQPCigYzCOsr@N{{k`G+-$0wC?+k9|lKVd*DH2w7-$1c%?
zG0wkC^7}<{#B$A<)63@ezcj~lyB4eEMm;+9B`pk6{8B+O9wC%Ylu*G2I^yW_3Dg9O
z!kg-V89?o~pOSoO-3o_ec3OB3fNa3L+IB6e=2gYq@vQa0-58(7y(o|y?o{#le;7^e
z>g<cT+~H_U9Q~CYi^d;-ZnNF5F>StZhwq<oE(HqQWFl@UV$=dtVvBmVQ?x_S-->$X
zfBufNXg%2IdK(CT)xdT3<F>(OFM>|n+bQW9fcNBt<LRAF4Y=>W%Vgkd?`o`-aTKVm
zb_Dn)a`^7jR;Bd%T<oS#I(-e6JQwxF64{-`LV$XSNJN1~wMwg_Pv6*h+xc|M>HMVk
zHSCtDl+J2Etowa-7mCNL(+&vKcSw~uG|GY&gj$G<q)AE(DtRU(=4opStM7g&0H7Av
z>I!dR;~tl)0?SF=rGG)gnLRhc%|+0=;8+*Q#VVuFQd_>g+w3lqcUa7()0Pt~_G9CW
zst(P*U@D6ut5xrPHTQczlx=vfo2KLi$6`K^a<x_Kc|oIjyWgn~F6Ys@y?Ve7(gPaO
zU;8RBna$1vsey6B^-HD<&~SPhzr=0JFvMoxRl<ji-WR2M|6A7f7G_5Pj@2Pwa;Paf
zYuQ3SbCL+;9V(?#-No~5um(8w<-2*cI)}*FNB4L_fl8^!1Ca^BrieayE6QR=38GS}
zaXR0t>Ec`KSAjsX5?l<7`_UbLb1rx62|xxp?&UAQ=Dm$Za%mkpzL8f>ggiKc9zkWI
zU}@_WH7g?xEYT9_)RGL#;CA!yTaKGa-!*ZjQ$?_$ECI%RlrQ0XH5u;M8V1yv#h%{?
z!_&4ZP=f<bR~4*vkJsl^H~QNXYKd(2lKvY~{$pd4%moWYfl#<lKjaw6K!KQy7yXq{
zh3cig(0u>*hSV+DzqTKaW*SxFwnqrawgPb*-HqAuRjX4Dk^vMdBQ4RtxzLQ_i(78N
znPWpU6awNiG`pe#-zC)PlH@Vj&i`cAQ?<lacd#@AVbHNy0AlT14fGGpy7@U>EvS5?
z$qQHvXl|x~TU)tni9h{Ul=o&4^B-6&=r?=RpDqp)>|oaI{O$=p`EvQT(09x|8s%92
zXojbSkK{r`&l(k*d5xp@{xuRDj@ufBfEOkGPT$8M(Hbv4QWwTJoab4n$cZzibgS#4
zCSL661p;Z+*+Z!{mp?OygtWpX36;_XnCgr8LId`C!f;~i?I|=Y{a13w-8`u>xJnod
z9WrSB)Qk@y!u}d*pi%828z#WW+T}*MRBLsAe^sxXb82uAOTBDb^pAM{XW0W=<M9O-
z6Xp{IbMzLU3k@5u27zM1oAO939_;)5k>Y_wQK>kuR=Sls_6{^(pWLqAt4=p+1k>_e
zA(KhpV7=!mysXU;%v*?iL^uR5;2>@$?DyuYtp}kX4>!w6W~Z|q#FDP|62a1=(v*gn
z%{2h2pxMTgLBoEu(_Qwnz@?3}<rUW3Uq&`g0smH2d@Xjp>OS4~orw=9IERWe<Dg9D
zQ&Q=<*faJ>QVR`pt;jj1)Gd!}-{xxk!k*+N@laXq)~_fubybH}F?c2>CTz#HY&N%x
z$cdd%NGOI8=+-{=_Uc>_@Fx}XLUcwe3*&OYw7sEMXPc;*T}I%o8G(-=RB%hviFO-^
zYfCfX>+QytMFj4<XI3hAzmV~{3U6L4k@Remd|f`mZSX*94GwKu=c-BcyZ^M(d8a+<
zaU)<ycJDjH_3Z-0kqJlZvjWe>W><Rgt<}wD67Qxygh=t;fIp%xf_TLi6itQ=A6|7i
zlc3P(-g*lZ2P8=r2NG^4a`8$B=GN-hcd+n^sAN^a196PZ2CL-xYPG9#M0vg&L%eWM
zS<gZFDoudqY_Aeubyq$(Ah0&SZ|1$My9Wxkn$^r>D;8_JIv?CvwA?PkESxpRz1Mln
zb57T|n3xwO8ft2-rd%$hFy9ZC&&-+70wp1v+RH4!4LpIIG<gipI!+RBBd8v%A{AWj
z$xbr58y_`!JOJQf6yHM{Hy){vFr1L3-gr`?(I4MvFjJuha5tyhl>=@!tM91mwgZ{x
z3v+waoVv;E_)t|X78A|uit}^H?Kg?CjDpdr=n6A&&YY32T`qYjXj-`hpbRlbk%}_%
zuk%jc38BM5y0Amx7OqGOmonRm@m=oxV8}QFG_t)1_sJXIjnhz*GAgHgnznl4NUcRw
zueJSFmBKH*re_xzGpzG(Ke!k)X2tL$94vH~7FoGy;M$DYS4MR_i^a9g&pC2+AE8rF
zL90&t;YbFY*|8gkshygd$84!UFg3Hf`+$@{kk*VCUjwN>@>j)IK*F#U<FuCE9nQ~n
zxMFO*USH}qH-XJ&3?zgM29o<}B!Mi;0HKsa*n-R=t&$Fqmk>{UZiwOsi03LEFKAJB
z5=Dec7RSxDb1%jU%HO50<OKS-%K;7uo1fU|RY>V%HRcyy<AZ%eI7bD~6jVq@C<<pP
zvE_Y#psCLv7i1Rv4Tc0<&)<$Zek*;xm}G8=J(}g{7@;T{DZ_1qR1t5u|B%j<>3(=;
z`-T*h%@2?>I+zfELJ!em_oVRkpa!-OVwlS3xwfBA6&Bi2+&~52YvGmeZzu}xdPYSm
zK(3sUGR~a-fpiY1w^~5xBNjJ@4sr@aFy;fd7{TdC?$?%K1BkW~v)_+S|JxrZxueWE
z%1{m0g>=w3f=?<Hwy~#py6TXj0n5}1qQGC?IuM|QNBoyF2n&n`9~0ORLj(XFKRXF^
zVrsIz{zDvx6Ik{9KrQV}&rLl9FJXDUCWy8b65(Ie*I7<!Uy0Kz6da~)eI0}cbL-n?
zsS|xfwR5st@ZIT(sf4+6<w6-J<%iTWOn<V(sa?va3QS}akyZxco}AHqV0H{?%!Y&J
z!r{H1#gv{DDl_R$sbicr&FrX4#uh7REa;Eiphy6ap~%Z%RiO_ybdOB-11UTrvNj3R
z`}9u&N8Aod;aAta(P>+^)gW!Ivq^7eARp=rO2nj!{N!5jg@J?>EhsY;Lt0h8%rxLf
zqJP->9K;h0qMZ((K6y1Gu!na&n@<q<`2{xF41UxM73yKG5F8cthuYVxRGa*QpK+5I
z>I8oEER()z-0(wCFNX)*uZ-lc971+ygbWBF@NM+EPyU{m$naK%Qg2gyPZ^FhW?CN4
z>GM%iE75ro)ZU$>Gy{xhQ{7u|En)rq+6b*a=#Hv-GFivj;q!WnYE$49UZ%W+_iX5=
z0#X4_Ouw}95-gLlOwqi#4B%&Lh5vx>RkD#<G>swlaj7X)T$|r4MTkys$rc-5=}5#q
zp=W0)2S!0U+?yG7|FbxG4LY#SY~;rSJo(PpLjRZA=6<;TO(IyDu}bHM`vx?fVK7fA
zVu1fgM!&QJ9Kn*eazYz#Pcvot-V()lZKF?8OsAjdbRulgm*<4aKjn$`{ef7P1F0%`
z^D|Kj8vn#Gd?gs#_L^IX@XoI1DY0{azFL&8V<4;aW;3x)WzclkXX~q_qP1(*??Gjh
z=+2^RJ8<uVI~{a7f||QvjXnQ$ZXS#PKO#t@NI?1gk-hwvgN!Uvjy7<kJ%3oJt{+Ul
zG;fI{Vn?W=oK71faVb&eU|GomgYa@#w3u+flALSGkYd-fz|L}78>%1@7ra%xGTN-b
z`|#96tPF({g(KD2_ewt%a``h%q*2ngSbzO^RasR?HNZr>`aS5S_LV`7o!(SvnxKyE
z8(w8SLyI`faRWyaZHniAYX##6pH=^XN%fC4s!Nyh|4Q;@0(DquGW70@IQ6Ld*G$v2
z;T6cVSF8k*qZVW?PKZcr;{TlM3;PCR6iNsc_>pcCVzU*-Z~x6mo#-_$o-XD$?o80P
z&*9NAj0E1Q4V12VluOV>{IkXWkQVsN#Sxcey%WQC`#pMxq(wua#dPu|;^dfX#=8u@
z^ot+K{q6COp1SjAgrr-^E4+78`{T*Yn3@<(m;m$u3ebb!NC)^>5Lphj1C~J#`>>@y
z=gk5p@s*7g)z!&5{HV6?lJ+ZgtBReokPQco&9NZcler~3xJ2-yao;n{r-7kZGb!v#
ztYmNHDg;pyW=B@+CGCHs4Z!E}5$#m*7#M|p<qst?mMkdW7JNfDsqU2io<$+x^B|o`
zC>w<PBYTTKP9UE!uBR?W$4Xpz|Be)%*foQlqo^ar01*PK-Gaia#%%@z<@mQ@mMQ^@
zq;!u)JMwNGu!;vu22k?P&Mb@hW7z+@ov0&#qMpt{vJbChkmco->_h~V37Fn+L`r>`
zkR24E#ZQp(GxU%mFq-9N;w^1w+zElE(%9S^Bz*Kz4L7u}|62QLtsPaf3%z%g`*a-{
zQPS6VPshVDdk5C>x@uNb7Mh&#oz7Qv2(%Y;q%%c@-Jc^AzIc$UT*23;>A3KlGPkzG
z5D&T@l-GAa>!*PIi0uzc`c~$q4w&wfo@alKyP#|Kh1P2|K+nJ%U4d$KJ;lNo$rVlQ
zJ)}}@m#@o+;}1t4r8qN&h@u)xL0<FQ=fU7=nbbtcQAA?DdPgULoYUhUklE)eoaq@U
zO=hN#;-e9#w2G|mPFU$+(&byI>B)$P8zp`rrJU3@po_>RYZNNF%PXd*-5Q8n)j}o-
z)wK#D-#`+ulv$(<_hur5`G;MHxTe1UM<i%={<nLEk7n<aulnhXRSS8M$Y{SkRh!>#
zfk!0O&$5=HXJ{=i>RPJD#J4s_%yA_G6_m51W$s5#t7&BO$B&7Y#(|GW-zZ98jMquk
z9YUf@&YRNt8Awbj+2u@QmX~<dN#5w@L=KHH2=}81vUOPfx;T`F(7Ki(SXoz=64M1_
zd{C~hqI_ygA)u)geOaB(1lE}=*gQTGjArz7a{<)r<HaajhJr>HO@k==mp9uqNnE
zvsA-u$1+X5CWtBUb#X?0mn3SB_u^UKtv?j=yZ9D2Pvys=4Z2P#`C-N@OzM$P-+n|z
z{RtS1mIZBTuf?2kVQe4Sh80<i?_=o(qLTsGS_7<lSI%Aycyzf<OHKKt!yCq7=uvbD
zaY~sfER@c5(D3p1xVGURI;>`MONbZN1wgUHM7vJYA|h_W^W6_-i&u|#4Z-;Q2iE?4
z@R?Eh)n7pVt8OMF29T8D48liHNi$)*EKQ75a#38JAajS;66!Pldin|kBI_LQ77kqS
zX<KS0rg(G9A^Mrvnr5nV(OHf3x!8AptYB7clFro9z~4HkM8zN3G}POKmAi{+L*9vP
z;G^+<FUZNzdCsEbanRBG+RsS#%yHmnR!CVQgD5CT(2#}k!HNN(Xrq4sJ-jHge}dkZ
zV)=iq7XXmDX&-l<&=P85k20Bj;KVW#%5-%2o*7D#jm0#CJ)ihEK~^+ew5gM-d5%Wy
zMZEfxg{z1VPC&+IibR=|ieTeO|5+IO$DjS#aIQaF)s=kZwDda(85r}JwTGT>e~Bc-
zS7WLSSMw6YM>4M#49V+l>qU4Iu0*W<PG5>UiJ5@N*i)}iInPH3ab3Eko7Sr`0Z6Hy
zOe6gXe_>(JBG<pN{h#>v(lDmys~I?;gx<WZE_+}c0kfF5n^>p>e*`K5$0pV?@~as1
z8(n+>CA!;0gjf?Bu{m2*ILdR+HyWDCMef6_?pY}MtaxuAjJ9{%puvKP%vuE1af)nO
zORCe8mr3+2hL0*Ax<hSg<mjR39sf=lj{}=Spk6~qc<V$9^Sy8SVj%Ym5{f@-$=G!W
ztk6WTc?@xXY@tah^FKZD2Q7%+ycE3!QhF_p_#Ld2Wh3bi?xFwHj)A>K=~As##OnWj
zjoi~*DB`5zl?{jd)mPu4?h?UGR%y+dOcp=<Lfdr8+E;xz%5n6W*!k418?WoDH5(9I
za?@n(OQd)6_Xs+wKV;yLy)qP~6@?TK1hpgys$+VDe^nJrj^`Mk?n6%M5P$vTiR2T|
zKf}t%JMjNVFJ1yqbb(&-%pmdVDSza#T(OXn-{__Jc~3bK{dS$Tx}DUIVN)=W#kSYW
zs}a0k0s|gF_x9PLOB*-xWW}(P7Uf&c>Yl~&8Hzv&T`zF%tQji}U)P!l?J>qy7eZfj
z)M}6}xPTTa|28tB-RicMtAjKl9hVp}cDwP-t4(M-7KW!_pb((yOYtJEk#4##JN$mY
zwXY{jPKr&!|HvfYMZxs`ZD!~o2NM2~a9#b=)wfv}3EILFMm9$y%z@3KlfqG7BvrRk
z!hCgVb;AY;!<55u+cQ_Ctcr6LKM<8=3QdsdQaY*|=S*XO-$G=(GV#hHe^8^?8EE>4
z)Wz0Dl(Xm5`UWQ-7&>5+MS+y;rsP7z&5yo?%b+lWi>)zb)8H;w>10Re(mP0`HyG+t
zp&K@U_2S8VdCbv8Fu^T$@PCo|0ou~hn8Q9j^ZW~Q;r?XyS`P2%4(UjKS4e|5GrHw_
z#F@HF5d8b<iKSCPk?9qhLSI6+6<Z1!KdODCm|%zzXjrFJVA{k%V|`bAxfim;YAw7q
zv?f=A!Eaf3NL()D(qCa<we>dUK6RP-fJ5g#o5d=Fe+;FwzxuRipNFoGF%<&qroS2^
z&M||JV(iJ|S*I<qn|5FM<xa$ZGJmSfdNPT#zBUk-YbT*J7=unrvR8}Bzt3^&RK+ZQ
z%BpuWnPaKOcu-Hk=&~13m$}X+-KiCebmp#pmY2i2I@x1$y8H&zZ!SO_tCxRoKL$Q^
zy|TgLG->+t;o(mdd>2NbH46`!rq6XfO69&NYi}7I3AbSGXmOg#I>~7_p_I#Zc#>;0
z<+=Mf;j@o=oX&&h>kI(f`nCt4ttJa*u9jx)^*B#ve=;XmE;QWQ@+Hao<<FJa?M4Or
zxd@?>eSKh4MnuTLEvW40H#3t9C(aA!oj7F+(E}WIeK9FX>kapJH6-hGOxK6e`kW`h
zyKHtE?sF_9zlBI}T$bLv26WfSL7ayU53oQi-SL#+C@x8=FOqlSsaKjnFs7=EO#Mnd
z<2y7rTJ5!k1!wbqK>V(CzIvc8<^B7JA0AC+Jlz;h^9B@B8l@V&#TFD`AJ_BF#?-Z1
zS97B@=1S=pe|WI$Jmb1;wEOkzJ2Dbnt6SUq#Tw^ElLU){qBpPM@5ks~tGVv(>v7#3
z0gCE}kC%Az6P5{jjW4q{b{Y&vgPixB<Dk@azuWv9-K3Atc!}S0=`4K%SjFr5?R}ME
zty_uxxYJ`c8Z)VtoO(X$tG-S?VmRQD1G3Jb+xgS;QZQBbP%a`+6tS>R=3GcvYwK|x
z_5kfF*C(5H{q_SUNiXALZN@foG(N>a-;OHk>^cA51Y{q&G@r7BkvNP;p3}`2ic0BV
zf4C%vi{hADP@vhjk%FdSV@1I?Km@R!QIzU8-~P>d*424JGhMcROvpdY`oI<ijiOYm
zceYnsN$ZQRghItxE{7)U{yXbw2e6*qjcbAg&4^^ymr>{psc~v!X}=srI+A%meb4=Q
zvdmxd2G&)QEkhSEIq+gCGAZYmBJT^O92PRtH<t;b%lSD9<C%WW&DI$<N>d~>Cw@ot
zbgrp8xc#?nvjmLm;8Ok4v;*&Av*`Y!t(6eAUxEutt?XiVro-I1Egugq;pFyk)YFB=
zUHm9!Rwj$6@_E^PX2LU<ICvIl3=9Bk6ovo{DnVytP$GoE!6LbZMx}CZXSSMm<M~TB
zSJ&k$*cs@?SI~3PgDG3Xy#lE;Z$J(^f}bz}rw03fpoJ>yk7YLlTDHq+oS4<y)`x`u
z2}Q$IWVqe_{6|1xn6LwwG~Pun4ksI5JLsBZ3DCvCXSY4^6A84NV+x~^ULjw{@+ggt
zh~~<sb&6rAxcC6%oFIhv)%os-S7$@i%CU3flZ}xK?a;a0JZnhA;QBbY9Zp$IZQN=-
z>Jg?szppDb7zea@(6Exe7<D~UHT26(9>6ua^Zcne<v^MsfEaWf?f>YqkPH~-$H7k}
zBmHj#g2IFp$>ozw+wd~pl4^my^<W0GtlsM`+eYBnvbu_Gcoy)dDn>^p&`$aDnxN>?
z3T9Df_6`|HV_v?Jiz$#At-2wgL>d$1qIE2p)f@<=idM$g^}m7kuY6<*BO>-M#iYvD
zl;`)|a-hW;km8hNow9_q>ddR1svf~9_`d+ZG<j_wedHXj_cHGY%1neF&$L^$l)DL_
z$pgtcW5#ix#!TUNVZiFl9AjQ=#m@dfO#m#3mr)sMo`QMJl1igetzB=^)B4QYt$09?
z{%PaS^LUz{{|6g;`In8YGKxAop&B+)_Y;V2IQe`J^WerI>LYdh7eMdN!qvbWoBbXD
zn?p2vHC6h9&_dC&bfwFwA-o1hv*v<7bgZ~=s8eyz(Dy`Ve}lGc$v~ixhw1-MTDF7!
z9imic5H`^Ifi%3<&*r~V;p$8UI^CU7BP+>J3<Wq^W;D$|WN;90<rlmA^QHO{x1j<7
zSM7t;zBdy;qTFts5r$RFX=q9Y!!mFYq>?!SN>_;&0`yviyN|dr#(fPC5WWyCX;M_}
z3`k{6l!+db_ePVBBlH(?XygmgGNO-D_NC%u)NShM6P;RE%B92j-d~NiIwZZg8Lv9E
zQa_ZA3aU_9IigC6<C`F*AnKoM_IHpLz<gd8?s|H{cv;D~Bv%ek@cwgPdt3_YAV{OO
zn_`oUez<N>E{#5##$LDApF&0LvXK8+cDLfw41mf<t@lo($>$R6ZZ~4g3E{of$SbS6
zGGpR2zpmlYp437ZR(};g^y=jctR=fn(6KKvTtdnK@Fx<HM;g}j2_Tg%uk6aN)|cRz
zUZi^S7Dy^e;-GLGD^DE1KNg+8=(j_wEAM~9{~>bgRx_=wS>o*#S}dn?d>oUmo43R&
z=kH!uODif&TFk)XzWx5?rs_7npN|09@XeomS{gs<lGMcccXQVL`Cg~*#&?=zhi*O+
z6bk8Q9<R<Cwt7D9)oq8eNYvi}FMAM4wE5vTXRDW^sMypUZ8rlJxN5gN0_EhYMQB(U
zT|#Bb1lk__tSMms+6z#VaU2ddU*k|l*&Iyi?`7wZ>7gno039^oR1JyvdV}HIef49N
zvq?Z{nRU2D0|J{y7kIr0-2Y$+Ur)mB(6*4YwqnDHB`|N>!VCKo&j+q-RqS{2cc;ro
ze{k0aCo!xAj0RJthr!6Kz?g<U8xXPHN5l$0s4GT*IY1der*5PUjsH$;8c+8!5jN9W
z$XAiyKIRCj+rrG4uh`)YqlMuu#ulsC!F&;ANIt9>>-!B`ol=|dyP`L&Nusit9X(R7
zU>0+@apET>Ax=reZl^%D3!K#OV-}*U;7rXHEh>vhWbZ)m^$+CU6_;`%9?E0o&f^Qq
z-hqo7?KlD5AGtmZS{R%w7rdhCO8p$@&99}xNsB+R^t;883A5nVj>YBB!bPGDW)qAj
zBqp?fO4$y;(`Q_hU_uJM)q5d|>tV9?sv=m=CyXel#C_#`+nMj`Xw6zp40XYwPP@yF
zqZI_hg?nlx#ni{}wRI?|Qe3NjE&p-%jONvkFNfb^l<HWuR-6kWl5!O^`d^8XDG~J5
zHdHNpCeoPer~d#yz1H|B#d-I@3+%prkahqx;e-5|e=G;^M*pO$TEZ`3wD1JdnXBJ;
zdASgKqll;Ni1pO082#*M65>k|*(68V)X_8HC*(1<qckcD;ig;k4yiYcz!o)&t`vOJ
zdrn72#VD?q$(<eA(M7d|chVLUQ3*dIpcfj*7p6TcfVp!B)>9(urO0E;v_htkv)hD!
zjo%FOf%<sy{6~U1d&+yQ-LPeWE#sKD@kJ#&Y>kyUITf%<(ku4d@MR`kTD4$@Utyn=
z!e<qjBO?k5>CpZXi>3RZC?v=nu(y9vOgOS>-Ty4UfJeT4kV2SPk=behcYy+bjTtiO
z)7K!s^^6#JmiB?}yF_L&hP*IOrhPdrKE>RPs1YO(C+kQ)db;|<45EOYfi-AZuE<jN
zBTHPz@+fLUj$ZoESkd!ZqHuZ*248sFHT5mj!JYOVxs8VAv>?x1ruDZ|>Bxe4REMo9
zEm6-GCOLv5Riuv@qN1k*e@_?^zOpv?!`M79d;j2>9vHO0ed>R%<vX<K{R-&;<C+gX
z-IgGuGTtb+EmO+ksUB#=%Qy~^`$vqYr$jryuaT$+2KRtbUtqx@;fjjOcm}P6D#6yZ
z^jMb38=b^lCQ<S$tsa&>+0Z&4wc!jCLSsLJd;={1eLOMB>NcsgXr}kJbGJm+(hA^3
zJI}WEHC9-r6i5q5L0B*Ft;E!N97$MBu*y*m(KiJmwyt+u5etm1od={Ldqbd+q?wFr
zX4!9#?8jqe_Q0$@iGB5_bb#Ln5&tbFh|xTZcm)WvKA@xxd9<Zw6UXQAh5cHxHL|14
zkQ(2Uae3X(y{urjaYxN3`l^v5?I@#Lf0LCA*MjQ(Oy@cVXSq<!_)P{k3nwuf=tK!~
zk}fJwJ~MbNZA=DxjlD8-H)QlZye@9w5udhe=NZU@Tc=RBRbE-=a?94Ty=mg&1_S$o
z;atHXi~3aOxl~pMe!x`98wDl}14>na`Uq)EZL8nm{erECnrRDCX@f@7KX0hTsrC=A
zl|9u_;T^@nR#blpiit-;rOCMLpEWZe@cf&gz_LxH6EI`nWR7(ZeOmyz5;I%T3-^v@
z@q9xRBR-)^EA1B&9pk%gQ{TR=!@@=I`xC0PI`!g5+z2&SJ$QcBL_!foOzvk!W7a)%
zhO+c*-7q81MyZH9gDoMOD{<cD_Nofma?ekNyW{zmo3doVh2M?Oj2V0j0>RQ^fpovZ
zVktu3Dh|uijkR|R`|wnIO&S^~U|1x+3dF`dmtTP$XUWFUP1O~uqS~|h$DY0f7X5Qi
zLamsZwSTo4BqDG?DyUpYvKyX2jk;Qwh*x`5U5$WTGt1;qs>#8MXApy1z-ZV{nhS$9
zH4)P=Ly)t_Em|E47wsEGi7pO9AxAjV%wT3pkA*eqz#z<XDy+1^3ODwR${e-2UG5m4
zEvSqgMZP|t*VCO$f!IGPo@gU(FAPnbqd?5avRpY<M&XrukkB9*$Cpdk3`?O^tY1h%
z>x{~mAw#{BJ%K<CUh^$EUtl&V0v>(T|4BMy)++kzfJ0)j4ofV+9t|k|ztwFvfA8l3
z{)uLVuLS9RfnOD$oV&)pl2Hpld2M<!WknsGP^CpAzs{>yvR0xvM-wzB2Q#M8$|j|h
zfT@yKiO7#pe+V{^Ce##=b!w2LU;7?)+bRrwQJu5{JHAhj7t5t&Cgl%3={mw9(8FI7
zgs0*}U%4d`E{f=7QnDjx3Y=|QAefbu!X);|*g_(ENo<I>kZze4@TBpE$1!VjB+OjL
z`pWVVF0_jH6<<B_j{gGf|Ik@p0s_YmE2Na}hAw{g4yqrX?1e%wi@6D`8RDAYjADf4
z&T`A~x0M2jQ6`8<u%9rczpv)09JNGK3?^n@L=hXV60JaYNG)T|e6iE<qfX|m-m`Um
z>(3pB;nW3%>&Nto<l8~ZUWdQ(OsWYkGYwxrf3rzeD3cwOkuSR;IK|0y^aV?TQHt0F
z6#1#FzeXI+J>p1a9N*%ybd2D%0)+}*Fh(mEZ9vbV2rLC@M<sZx@sLP%F<d;TS|k2G
z=KSG*jqMS@M?^5&=yOyn1Hx62qkq7h8ODKcwqDH|2?}aM&S(mH4=$!n1g6dA+E8H^
zv4krSKBn|GXHE&-j?ZRj>8h`YA!EFCEuUc&nqIkLs(lL!wpHTAo<SJPyWUx3lT@qE
zhSXmLTG7UgF?3jN`(j)1OgDK_jq|{TAgLH3M}Cu;`?fDhRGIC_VBK;fisQxdMd>}f
z`nMAiq{-<7v7!@wy^D7wD5N#kbU$+1<o1mXBeNWlv(LZRS;WDaJTDcU-y}`;SN~Dd
z+&zzA4?ntX*l^0IwoN)^(SJZ$4p^i#<dJB3K$CyTv+Dni<ov_TJ$NKCF;Ci72ia9#
zlyoFJCIz-edcF>C+eR;ue@wzW1G;G?X<ZP*_dVI9{0=!0pk53QH7d|?fW;EQibui}
zr2F!L*eQRrPed@8X@c+QL}X%btEQD<EYRDC@Je9XW3_Eviuh?Hi&VSibAe6i#Ka`-
z!t9S|$aV(b5VlbTmX*=&D<$nPrIrtV!}jJW^GLV}Oc9p#t9F_NF+i3_FR0WIs#p{f
zC^2?ktr}>)$*|o_^8)?QrnU0N3yJc0`X>tH0}+_P?F!iSlb%=qr35`Dw||wlNBN=!
z(#5LWllSZtt#m|sSx~7=9Ff=xbDK-aXX_4ah4rY>7?RQ#T4I3ZD;RD(*0EE7c=v7O
zos<{J2;t9XQLaLGHzK|>Bv)o=y00}GrwBiwxoS*hk^Sb8aXfu)>t8q=FXg)tAP1W^
z26AdouxLBYmYVyPx33zlfhON(Tcxf{&Q4_qW7?P_wSd8xEOpf5?KXtv>KiCvN#&U-
z+MMkO7Lp>JWIE3KK_{wrwNA?7gG91E5k4r8BRbwYv~e@lZIm?F@szlH-y4zjBEsiS
zOq5O2ee$5>{X0YXFVQj1iqDftWTV5@p}Hiuhc}(46OBBesjQ6r6qIfxnr}58H__MM
zc0@PipxWP4TGOt@SW6~3(T8=M_zUi|;a8Y~-x%{DTt1qeMc`KXz&l+8EKTkU&gjk1
zRj5w2vvsOqxk78@O2lX(h(mezP_~0bpj%dT^{}m7uFQwIPm??VW*R>pUmtm*xKW_$
z5SFY~NV`oJHAYcz{u8BXJ~dhKua=dMRtRx~Bx0QIIvLu5w6rx+Mm4giQk@<yR!%{6
z)F4qhrOJ3f+WjN@{qL%(Iy;1-+k^8@+X2y9q&uoKZYFAJ*a3!(>g89qEA&zI8n{V=
z)#qkUP@hX<cFLuJT(U%yrA*}E9G0~F^S&5WOOi;J*XFGjvMj!q7pt9$8fdUuO{a+O
z&=R{n1H(An({dEi*g-e7aYghfq$l6vvgw5omv;3~>t-7FSyF*PuQWHkjX-8M2RPbH
zzK-qCB>}pciP&T-!U2UE96x<|kKCLncv80K)#;WDaMnwkJt2AtsxedyWtgg`9nrSR
zj_M^`*8ZIT2$$&uV3YNSJng@9LIynwJiWiN3QJ;B$L~}9j1k}81%@rmx)NjA`=VC#
zWSnEJcl55{a8~BCy<jDI%!b;0!XHHLQDd@rw&|ivT}XrSLf?!FY@CHsFvq(fu(p_V
ztfL*@2j=Cu{gRivZ%lAJmq<0$#PiGgcWThX@WU;h26}$@;sVc<s>83_<G<Z<C7IOF
zi>u|P?&#DNE(Y{h{0Lto*Vnfk<gc|@B>a(HOv@Nd`j4%kH%>gu_(#@E1axuiCVU9h
zMg~DC@S`IGt-^+k*9txfBdA|#ir%2ZAdyu!85esr7YOOOtX`T28e#6DHh3J8d)`08
z<9QoHs-#URU+TE5tEH~zhRR7-*pAfcP`csmBMs4qBT={(aXXs|Aaxr%$aIav2D^0Y
zuorB8Lz<857dK5;|J1LGSajEIsUT=5E5E#3W+0T&%^cb*!6hLKXT(y(c$E6N-c&5s
zc@_1NGIG*us>l#A%OB+R$KU=#z5S1@dg(Vu%S!hY*+hWTM+~K_Ol(m(;XM4nVcCne
zlyBUFn{Qq!zc8kLH@1w)7GeT%?NDuCB9X3fmZRKrk`^#>_+W9KspDByXAg-sI`J1Z
zBN?-2g0oKjd=Wne<)1Mz%Y73s?`7`j5Nq%QlOgV9AjHuw*vL$1m}{#&vbt^6b$4Yv
zs!O%Ou*s6abzpa82|c_-<dVZcKE{7W;JvclPi##WK=;7os8S>l#d++->tgs54uEz4
zv$5jkV{J2~=xf#T?p=oGVE&ht{*b-UhG8|Co@arnl!tsT6rz-Uw}pwH4)SANQk3?T
zS?(|_WFOIAHfZ_~=F3yOtc{2}Bq+~TKg8~H63;mt4S-8qG`*l^44V1074Re1G!>4@
z{S-=a7*(Rfd2w6^C8jH+&`ouLZ)nbwb`#4o8tWH|mW{#{KK~H193`iPPXWs%1Ib4E
z1N?OY|4v!H{Be|nhuN2Ov^q(RS5|PBn&Wg*M^K{(IBCwb{IqFOHZY;aDpj#koL<k%
zSW#&LRTz6}yB6BzZcMwP1F+v%20ud&S~*dJ>?m|w%SzeLvwMSDI85`YakWWRhrIBd
z5FE?k4_vynXkxJ|gJK_KkC<{jBdWM~zM3>I@jePqs<rS_*HvEkv^d!)D7)jGQKpi_
z8NUqn!V;N)C5PtBn!+Jfy2&BCAz|#RXA;zMZ`0`S>=PG%NQ2*Gea>5KuKZh;p>6d(
z`A6hF;BoyQl^f6l6GHH|MLAPR$Ten1Z0nVmLm#QL2xJKTY2X417n+_xTiExl+z7Rv
zN{hf`GO3?%*5V>kO*e^8X9Q%j_({=mm~aAwWwF8zI>KZ67uz!47s~5uOB&&&twdK?
zcp$MAQMTy?8pM_$#3$qMoMh+nlXbpK=7;@hQca9s<V5{Vo53*eg&1sHAdYiBu=;RO
zj-GcgOwmakZ$+)-eOw-MN_DX7idX_Rn-Ol}ZO={gyjrQ=@qhG+|3pzbUR>+EtNGIW
z-G1`tg0hOr0?=E$*!l{`ezuw9gL@H)`fDSpm1LlI*icI6U%H7MA12Uq&gyc}w8RJP
zax~maloBmtAvQO@Oo?%i`(0||36(rHY(b-0EsFjIt`i_t7N=ean}AAMuPnI-A@D1@
zy6MkR7k+ms4QUKih=S54ox>1#(kw1?d~{{6gsEGREBe)9EENnkkAi@Cj&*bU&rL3k
z2NpwP*DWMWQ9)}4%!Os#fCXkKI$QIaau`8K=j*ZTFS01fg`z6gIHry!(blMHR?oP0
zbCxwz*Q?hPZgcz_?qcDvFMJ0do6lWKilvUDR)Ahrv+B#6+q2sjIg>RGp(^HgBf!|`
zB(`o)F*E>%4g|EJzanlKvK6KUMNJopN_f7;<(x_l({a?Em+8NE-}ACBXk3MF*bn9~
zSfELC-iaCJWgm3CzqOU%JT06GZv60~8ED6}yR}^}qvX_HD;>=oBu;&U#Gk-udjw2a
z85`wBQL7!FwV*U6Uy7QVx)!Rd-P>P90_u%n!$dzHu{gTh#8`Kl04y+ZqF!Qi+Tuk4
zG_zMouIz0_!()!AaP%xg7%W?gN*gRrHl#d&_eIxL0veB8J`6FBsOL>r`+a~ftxY1L
zsAmS#dn8RS!z37>JA9CHzY&-Mw(QX-R&}3quQKzewyFchavubq?|2u7*l0K(FMqVG
z0V6gEwgc|Kr0_$(I+~gdd7k5H&*`L^`~G9cy35MoUR}DyPZiYai`4LO#O9tztOonr
zTMGGnuA77B?r!VtR6$mq^I#1wA+p7)d}sp9;S~^8)6qH)DegvRW2W4lZI?5#0bQ<k
zO+}xy6b}RvV>LP%qxm2PIiEkbIqtZ|armp_XbBU5F<Hy*#h8->fNu7>T8BgOTJWt|
z!=Wlzx#&yxQai4T?8;wBNY!OnpVGgKP=G0yi-5^jPNc&idBYF>f<22`i4<KIbSh)|
z`#{36K~QNk5C6-Tn>O-rb-&<s&PM7rX!VJLrRk1P>)z+K!tcw|8zF(96tez&!f#S>
zT~a1TBJmMcan9U3&6NgVsaAU|sj{350^Q2gPQ@mYWv;<R3U$ZR-4b@&6+R<~`9T!)
zoqmbAZEn>YBXWz`mM1C)J<b4c93x@3A=%D0^#*FtQ~dh2(MLlSxZb@vXIA?H{8Yzd
zRM0RW!to#%tqW<E1+ZHj0R7R8mlM}O^Zi7&6mOh=g3FQS)9PuTUtQ17F_`TdnHQAr
zfaxcoL%ynA3eI%*y)r5Wi;>2}`#*5-;pp+afnip};oq)Kl@rs=9@nUMrMBDD;M_uU
z)kaM$5VpnVJR@l^d7pdUq=|{r%4gotW=NS+e<rQKWfjcxLJ1(%En3P$`_SmDFn3{j
zT~W~r-1po2&4+=}-T8WZjPeIXD0la-B4nVH?tD(&0WLQJ#it?r(b7Irl$JVoX+4&+
zS)5A$T^!2rh8|tk59=&WPGlDhfTTE+;bqcu9oJ#_&>xG)f5<|X8ODc1M!Onfd?wpu
z>gk_@x_mpwJMLnBM*i*($wgf*qxzW(0aY}gpuT=XC5o3`A&vJ%zBBvNVR|ehVk^b#
zpf#eXq5Ur~b4Zi8mi83!-iFA`H$^+=q%<qpgz2!0osn7y%iBcK5h*MIheWWJ2y$eZ
zqlLxvYfn)<Y*P<DMevSDIrpKNGdMQmH1N6RkkMFOu07{8<5+u6O4Y_bOmDXscj1g}
z*u@!YZ_JLkK$@#<a=eDkJjdR8e*0$moa?yMN4mjR^?bSX-LtnY{gKj#&$ApQQSJr_
zL*k-co+ab9d+ta-=5fMWqnX&z?%PT5lV%ve5SS@*GQ~o^Aj_YIl%-70>$WY%_`-{U
z{fUAZ*2ixC3;um|HHx{^p~t|C5URUhSbJ1^{xD$*j9Iu{mik|vZ>P*rk=9(Lp%fu^
z4jPkFx*-GP`$M}BUVXY|U=icI(oJ(^LA5zBZ%yD0f6?ylUav24*TP#GP@0nREA{kW
z>JgRy7_-HwN7T-&N_yI@lrpMjS+ThlQ23^QQ_#?`yR3AtwO&uMe7(!Ii-y(<=n4PT
z+CQ(9p1V6^?3-=Au;&G4WE_W-=^h7x`Rq&<=1QRb5AQ+-x7ZNYtqSJg2WzMa#NMBN
z2YZvNgw@bEA`=`DV99u6Sc}#!$>Em{7j+=8)RD?M*?aZZkptaW=|d42fsq;p2IA`D
zp<59TNf4p<i{!n72s2gc+cWlHcSXBr7416A5?W1NAR?Repe*D=&t=To2!0hvb#Np!
z;=0>w;AY1dviY5OJo0Bxh<kinc~sW^YxWP892tm(+?=-*xS%WU@@?|T)poRnhQ-X+
zm{{?^{N@UFWpbgVYFd48wA-yyzH0g6&&udvRtrhv&CqDd+po~8lPNa7)BOct-uKkJ
zvEF5+3;!phVfP3lWUNx6vZe6f6ALuBj8@4LeJ3i&i<!HRCAH`8Zk9rqd+%%DtHc3O
zO5$$&S*&XjkxUQ=6spHT&t=eVW4}91B@&fSoXQK&@}p?=mqZ{zs#0*BVtQAtQ7Bn5
zJ+2pu;hTp^Qb9Ve^A+;z(eFyZef77m-MiLr2i^CeDrPrY)cVk$5^SrIgVtP%^_vs8
zH&O+QKoFR{YmMbb2*9emfBJey=9j}(j(|f_t<!18jQhd$tK$DqsU+COEs&Mci5~mV
z6c3v`Bo-VeTmOt26kZO*78u`cIS)0dE2vqrg8Ch=G@{kdwt+BYI#ZEXOxNgkJ24eZ
zbJ63)<+>cG`zTRenplT^d+w~^*d7Zx8Ivh=J1)@}h`$&22h(U+EUKB;9lFWM?Tv_t
z8(K!pE2tf^fa8wGwwFk+z*Ls%an1_wjXgmlw1y-2WUfY~PMs4ly5LCRpP(b`o>G2v
zd<9db2^iajrcy?p*6+AV`Jh*stVFBB%S0vo8*vjbtA0ObTShk&(>1mJUtw<@R@EAI
zd#j)>P>?0vNH4mT7Fcw5gLH$mAfc3Ww}f;rq@|Va?ht8dScEj+B=$agzh{5v{m;uw
zWX3a}821>zTSh7o_&1~p-~vni9`knnkgq>>GL=XeBpy$-b$=y7M~Ym+dtp&$9r9HJ
zLq0{rE@XGt0Cg3GmfK!eBi4SyeUAS$-bNG4#i?(LklQ0E`*>b-^~&{h(a{m_g=rX(
zwsqa*3|Sa~w0RgWyd!8hn_opWXRl*>FrzzUJk@?ABEvsAXQnx<=j!lavWR#&gOuR$
z&Gal5o0rOO4wuhJeYbvCy^mF-Tjki^HwDw?M!_3d{Vi?)zz^ho>(GK(`;&OghNxD1
zTwJ#6d^g6erc3Od$6?8jP}bcKGMP=1JbWrUMp(lVdCU&b?R6Bx6bi-euVz&{Yb5#Z
z8E7A?L7_-JOJ$uqBu>A2bL}>wY4&HbWj#82xg{##2#MKQ>yH)M=Ti%L&7Sr1mEa}6
zplE9W{G0QO_!$}!=sy!4@D-3g@-^|%YHv7Iutej-DiJWL$lpfe>te%-0H>XYel$sp
zIm!fl)5rIl3(MG!GA*ApBDWn+z!0j}`_;Y-sxBoeu;&MWlt-zR_e_LSmWG8mxlg3S
zd{7)uD#qqNg)pl`vh8EjMc|*<_qT!Lrl;XzJvfG+8)<?N?>6{1<{wBlolUJVkl^?~
zIu5fxD5~9#l#M}pntBC=DX&CH=q=|5rS=Z+V!)`SvTw1iD66@i+Y2sJ7V*(#meK@J
zBF1nKipnQ;N{bi~Mb1N2m|fS|IU(lJm_$@Rqauljag>Jm8@sBZT(e-CgAO9hja@-b
z3LQ%{&2M}<s7!kdi1_P6UVUIx^UVWxRX(cW&Dg?;Nbau@#e37Np_*k4lwPC(+7BaX
zIPoLma$_#~9#yVX<hE&4wkpnvnSp8&P&MxJn7`pn5C>^$?Va1Ue8*Z8{mGY(*jQ|(
z6QoZ=ls7pab92DKFo+KFj{NaYFSnG>IIn=%owRXt8f|^ep2)+QjL3E{Wl2}cAn)C?
zLNlZKd4xWt{9deeokTN_YDdjGFU9maR|dQSnyA)9@ERW7a-s;Y30*u-c;=zD!IyaO
z%a!Uh-Fn8#CCpwOck~_DDNp0+;kt515K-S*moKY1ltO`h9eI{S60#Xkti%OMvy+C2
zT*Qp4Z*9+O)@jpw8mV|em&_ZwnNc~t2a~0d_`Z_i+}9xVyO><cH_|)Zsp&z{A`&_B
zJEb;VkbP7Y_ymGKT2~7<&Lf54Wj$J6P#KMvCZ_eOLzbeXA#Brr!M03e(Hj-TuT2;i
zFoZ&6Ie1f$gFFK3!Ec=>**B%fo4>ezSbvE>fdbHY9;447D<59EoUG38Q9c|}iL*!$
z!at?M9kEj4epv`<as}|v5UPZtACb&RY_4x?we2!Zoo5MlhLZZxDaYUCkLQZHbPerx
z(X;GWzs|=sBe*b_XQvqnXadKDEG0F+CtHQn_gE;^Y?@2aHE)z>EOi(Sb-hA-&rGfo
z<0U)X8kdueyAHVAQ!r&>1oEcI38ZJWOe$OVov9tiwn+LuEQmr7J}OeAW?2T&!n|Ze
z^Eb)%B{%Hi%Q7b1g7S#Q({CKwV$5%2#s3l>Zq31Xw;#bHv-rpyCNLg1m)Bzj#9%YQ
z#a9wO5)&E)l%55)W;!B2{YdTBbP9R)3B6up48H2Y4PAgge4CK1W*DKYdRDzd2xhlq
z200f*R)?}TQ8!K$dwth8YPFS~^EZVRni1+mb*asYN)-5n5iTo52#0Dao6*P{frbKT
zo~P03d8j5*c{>oZ@%^^4llzQDL-ms>Z*w>JPX&$-r-GlW&bwgtM}l;UML!uGYpLCj
zKW1#8G*@su(PSHogp+JipPv}?;LzC{bwi%rXcIVfd=WhVtiIm7z<)~8`oN(cZb~JX
z@iHbPX&eyXv!9p!lrj&OS}~FKK$#}pEcE%(L5*4VA~U~NkW7NkZ9G04DTKH{Wh&B4
zqe+8-p`vXjNZYqgDFj|uI`Snm9mU+mSYwJTDA&BC?%P|tpnwl1FJhm|ndRg-*~!cZ
zjFOg^KNcQcark8rncs@#q-9$~p%02#?Iv1eog%fjK^)CJ$rY&*p0pb@kSe5|hLrbK
zCvjP~3aDXOkeYvi(R&v41+@Hve9w54>=Unzy(ZdWBOVLUHve4xkTO82e!<}5Vy9%D
zk_9u)^>_R_5fH}ymofcu+!PKZ^21r=Kg($+b_DRY>=bH1)G+o666cg%IaoIMwQ1?}
z7a|)IK|a3%0|XIXJc*W|iZvUHSB_!34D=%u%S?~a$-rZ0v>)$5Ldhg}s!SN&=={6I
z`8Or`7dm=#x;bpzVKPzb^oW%F9L8i}-nDP05}R~Hp-nu)U$`ifcjLz)pFX)_sFJTN
zyYeI)Px-fY+Hq#%ypbQmcv7HaJKur|Z+)aJy6&R&An{K%v$5irnI}3h+N^N5C>b`5
z{L~@>{u-%YBJHYtZSn1SzCne)bU;1ub?f*4>)!iV{_+iUu5FqaGDydwD;H|F>r1Mf
zf2lzXRw}aG^VJKBMqoPp)W#%buw~4&IXIE_uxFaiFS?pz9p@2tcSlb`lX=Jd1(_pq
zc0sW?4{dLO5^<^di`WPpRS5-JSkPN%A6Xt+CP{-}Z@D;`8lYB{X;%6piHP&Ee}hH6
zpn8^NxwMTTbk?@1t9#zsYqP<6x3wM(RQm(IxXe~vs(pAMd?gk^(kwCDLe2>fAWwOU
z+RtFUo8mwnb}fDan7HdXI}<1O-<33lr=(3wcYcqh^Y7rU?`m*EJPJ2vkaU)A#H&YF
zOs(bi3jL76{8y!7bWWxs!N{~hgq995g?S26R3TF%q$v>3QgXpkl{}fJQX(HHLv%4R
zzsMUHn%Eh!Vnx(QyznvLlwtSNdyt2_!VU7~{pb*{h;MAvZfa>xknW%;$p+EG9m1E@
zXL)eIrk(#=Y{OlzB=!NPLy9@i6h&qJDydQimksL}KMP}x{Ja@+dc2eBjPAn6qz??&
zAPrNYyW(v)vPpu%MTH{jKkdo!N>D(lPTD|RS#Ecrqu{zPyG>z)Tjwvnp|>2@*45o;
zfmK%R8)oVwK9N4SnYrLG-~vxzd5BlR1P(N9Vd(+M)p)8;wAyCk_?WPu3%A6HiD3HG
zHO6zbWs(diL7=!Pl+JICGu_v1_nSrr{0}%JDQENY{0WHcf+SM%C$W0>KZPl*jdv7#
zt#V+Tuu~ih^z}L#;uGpx<$t3H>0br01~KTRi6c_M=-&H1R^bBl&wDWsfaN5UbmZEU
zL-X*aB6hu<_-FO==ACt}ImCdO-c3LUa?H>YUJxo8i-lCm&5}NJPbq9Mg{ambM2nE)
zHaxfIc1%z~QJaV?Y3oKzNi6uX9raTDHTzk7BKSvqR~vVDz_V(9rI(-t#1YJf4~g0N
zsdDsgGd-w!c#*pThE^z6{zlI8BR@!>nTH<Om043o$`T!`DRtZ<wi`8ddeR<`D=Aj<
z&e)KUa(Or%zjyT1n|*goG;I5o#D!e%Mn5gEPu&6W){U~z{=R~mtTVMFmpk}kzxyUm
zb#ov8+DZhsfgZFx{pTyhDFjo7%|bhrUJB}D*>4(hF)(bv39JdsBhV&DHimxp26Meu
zhteb$J_lnLam0=!7UHTr7mf1ir(;9$+~z3NOeq)>WM6M3wPBcgiXV~5*$o?fHBv5A
z?&nLzv^>Uqx*eGGa|x}sIBIaawED*))zA-2bwgZ^eq_!_bz11-mC?F69XT6Qzt?fq
zFS8Ku4|4=<NA@dJOlM`3PD01mA0jRqq?&9CUt8Y(pF06Ns8a${5GnSk_xB{$@p5l9
z*BBR~N&Uid_>fWo(L^~B45FXqhBTQ4W`l4{IEdK>`{_YH7Le0nazVNt&xm!ZqU&{$
zl8azOy)f0fkP_+(6S7-~)T_|#5}JTF(Du}8MZ6k8iT+3*V+0GwR)0r<C!<Rh!t9v$
z&H-xc%1Y~<`IVyX(WmNDcBB#=_A6I9Vrm4<qv{nBb8vqV`g<HHV#k>57o-OXqJ#m{
z9I`WS`?>=pA<L{Zp<)sE-kLelIeWGiNibkkesDs$F}k#7lKzh>SK#%caJTaTLd3>K
z@iNjmBt;IvNI2}SX&`;cY!bNPvzCa0%BQJJY}IbdRHBMqiW!5^lqifl#7;#Bd0@=u
zLT24z_;~h*jb1kxIIFH$iFURqv8g!oYhevbC(I!71DBxq?*Mw(@Rw~8ANwKuB04@z
zt-k!u>7M>p)0)`02XD}Oa-{7);~Q<cFx>C0<q0ap&OP%dT?!&EQTWz($>1lN5-njz
zL_877SUS#fk-rk4<ie99p0BB`%)l^=(Jh+SzVa|H9+Sn9W67b^@MOk5@G^feBD-W5
zkR>)B>L)DyP|X0I!=0^+*~}j_{k~=7Xa98|mm2x+Pqy8fbflvb!_Y&<Opw~?mjn@|
z#;{8lF6$o+Lvdwcb(WWA(T17wNrKId_$|X^(}oc!^z-QKY7P*_ADCgBwlLUu=Jxmf
zI6Ot(&%KuHD6GNaF9So;1XLuTp*3NWb)K2Wa=9YCC<bJceUb7p7LQm|IocJA8@7*-
z+!NgN+w$9<m#S;+uI-(Fui0#Ws^`6?T+*IVCxv1u8C48|;JY#CZ2byUst;L@RmvC1
zD@m~vM1k?qEQc>9ycbW>M&EgzM|P;hT(xcG1q$u54Da*<92sKIfV+(nM-C^Ndf)N{
zxL=HiH(RE7HmDCpaY^RgF-V#RoF@N<bWlv@8*#ka19mPSv(k<(@{-MHD?a4t%YZ_<
z%IYlqK5)tCy=pdkW*v7(>fSd#L23}9-S^!LpGK*+vLL3f20z}FKDRx^68X?3Cqx#5
zJV_@VV@s|=&&ypPEn<y6M9-MhWfH%L2VS1Vt8DEqS=Bl2R(dq^I-^eUQ~avk$4Caz
zs>E*-=sA?Ee@X>RT@B4NjG4{<73lV6llp6Ezumi20!iSlo7m(%mJkL~HW$;$A2i?w
zMUlts1ubQp@ggC)eTSderE;fw0)!rN=ywmq5Bsz+evWQQM>B?&46{;NRN%C=5e4c0
zQKoGA6Sj9$!bR6D*~9H`q=V9;>>oa*y22HD5UdbJo7^LHK}Jlez^<`O<KnEXOfC*}
ziSSP3S=Oq{PImhQJW&{}(K%Lj{JBP1yUi~<<suQK!juLwpKKM#3`z^@Dli=HSz+Gz
zHUq_l{)cZ9!`q+9<?c`x3)VBe5~oBTU3)}dhZe$}%OamZsbmgKpy|Z)Vhdsm6GV=A
zjWtRBwakUhsJKE*n3kIJi7lc;@kf0H4ZMKJiAl8_96R|^(a)y?*nQ!f@p$Ta(N1Ob
zb;~Zc;7qOI2NhV8{E7DRfu@M5>3J!|xgxv~J_$bK)CFS&3*5jo;h?qlV14PSdLld0
z^eAeCab}9re(6&EkT(}<rwI+w0B|F(vu*;ynQ`}Y{_WDdnN^n-1~EWB^a=7GNym7s
zu!Kjm-mU%26i4bFVYc(tS|^+EYGksDYBySs2gw+VJPZth`@U=zEF)_{0sDy};wq_I
zJ1)vcR%7d{^;F3Z?`DuMqGHFpp@l%ruy<Z(cfUP<REco1u=c}R^D~2TyLVmC{(WcA
zqDGiVitSVe*C12Ylxt&9wcc{OE!#fxhGCFayQNOJvP5f0^P|deR8FGCF}HVWJS{hy
z=fH@3b+niNJU_T14eb)?z5n+bJ_d@S62;K4p%i{)odw5Zsih3Tj6w@zPRLb?!wu6<
zdv6da^JFse1^(9+G!9ppimZ~%C!yh&szPfE&E#Kk+r%f*D7-cmCgG8_+DDJ3^#`*A
z#Z8IcNabu*FCf&<MA|6f8`~1PdlP0bl83smqZh}auaX9L)x8PRFro2Ae`(Sa&5-&O
z3u5mprcJ$Dji&1GMP$>eOOHX^C<oYlP=5f%4-;@0xCd%a%DHmves($WcVdb`A+xgb
zQr7db9pDwI6#rCG9UmxA9rs3^x&l~hoO(_EV}WkR^DC2OtMq>bs&2AV4Odj5sVql6
zi)}6`m)(Bs#MT~`M+HDF=FB!i4<VG_`W&g9ct!(!!(B7Wc7GSra5VKEpu43xZd9__
zs8?BU)HoLNUL08DBs;Yj#U&4B*^8<euJo9AoYgk61Hmfo-%}Nu0GI~8P$$fKb=*|+
zGNlX%R;fqevR>Kt@1zW2B%Jm2d`hW3T-i6gm8|diEM}s&rM^4=)^xRV+G<dC30H_n
zPCYqmv~F1bK>|9O^ZXvy&uzW*(YyA~?{gsew9@PO=Zg2dX>;<*4Nw;U%sER-_qNj(
zvYPO*UcB_A_>a`o^iKbAv;EG+S#vk6=4{(+j)3i}v;Fl|F>k$;MH}=%BI`@!ayiIN
zV`o>EjDx9vdwT*<qyVfZdz?1&*7lm}Q=nW|iFOU}$c$Hlfw@A5lPrg9gCJo5n$&%~
z-}s@x?&NUjw^MEt73HmD2OuTz0SR3+`E8SrMWb{7`Y3*mwCCpZT%yMDaJKaHPOT>@
zSo`gd9LDP3nJf9I39rt>_s(QaMg-<+=YL?*zC1rL@jN+^Z9I~XApG<5iVdv&?gtW3
z!PBsh2tXGlV6mNuHfZ<QIXzP;RJ$6kHNH6S3o;_JU-~9K@f>edfJ;L8c_Mpysm59u
zRVC9ZSDr=bJHlZS<ccW$So0X%);;!f`QY_ZYR9SX8rIAG>c9qauxHE<#ARjn)1r<+
z9-5Zc?~CHm--gKMb;&76RnW|`YP&cfqH8><JS*DDT%Yt+*h+3jv|z?cFHwyW{&BTh
z|D5f~t0xE$&@qm^7HJ~KR*BWL6AJFkpW3;E#DcC00{fJxtEJ!W4QE@7*BUsnyTf*8
zY6_G2!6ksPL68LmY5=HskY1enJhz{>z4IC2)XoZiU-fSKmHIAxs8v!W439J3ABc@5
z)YP;Au`#Xlil~Ww4ie{%0ofUcMHk(RspRXrqUqlHV8)SNju-YiP!MT7_E`2z9~z1F
zJR-J18&qvPO;}M2X9kiVsRXQSAg`QMm-??pKhJ%k4)D%T6)Ib|1vy<(*X<KuVoY@@
zXpWn){)X_QF#KA6Fz=spP53Ptio6M6^o)&-p$~RM2nB9(7$3-yYScKOfJet)T2EX<
zuW)`WR>opH_%Uk1ff-mhr)elxLYm=+Hn`4?znpp(R2N&uOQYbf9Dg3M_=;YcJ~B<{
z3_Mu5RU2UXXS;q5(|JdSj!gLmdgUaG0N#Slo)tNU5haHRAB_as<lL;LV*Y*F=KcU4
zD3(!1j8Ci9*T2SLO$>T+{?kUk)?r@qD}5fUk9{Y}W~!EBGOJ7)9HK-jy7V>1B>Ank
zJ9&VB{ulc>W^qoo?pY~aG7TcWZfm}9c{`u5Cp}34FUg29SakACO%TDzv<gJ~W#o0e
zU1UB1U))MMbn(`(o_I1sNy^2jV)qPwhq!&O9qAs2C-V$f>B8nm3{Q1s)m)fMf{R_^
z{hg}KD?$LR1o<bKL-GfoR04K<@omEW`<l`YJf6E>bb#_eTU#~|yxC&SRkfhW5e`xT
z4+5{kHu=km*;@4y*T=8J)6-8)b`I^RL5ZId7ERf>dz}p<G;a(oAE3E;d3@^~@&HKf
zLiQ#5nox4wW%V&YF#hZ>^Xl?fDF^J~ZFvmw<jVqoR{2#|H~)A^_UXl+@yku@u&(M|
zfPPrF*zO6`T_{6wfP$<7suJ=I%vvn)K7y+@JVep+C`gpp#o-cQQJuq2sDP^O+x`^o
z%lggcI33s3XU}-YN22?e>uj`LL>}S?Tqj2rq>#rzl1rOql+HUp*BXHU<&I}@_1eng
zB~)y;6Q7Ge#NRov_^ouYa~=s}H(j_DBqH4=TGjd7hgxv|=w6(#QlbzHaL4V}IOK7j
z??%+SI#Q&An;&~DcT=(LOwwUl<=Tvl3qzsY&RZ|ifjYr+`7%9cA@8rxEwVsl*x|Go
z!B$5I{?X-TaBJ$W7kMvfXBk5*F}_NTU`rY=f>umQ(D<-vYmqw*pT^4A%=<<MOr-7M
zktTUyjM~z%Onv2A+VvK&mm1{P5~r@mv?qkpXKO0tyQqhCCe>^cRr<0kkK0{RB(*0_
zDQ&LlLI~jOTvx`)Ru)2%Tl)YW*Xhu?-~940FGpAN>#x~-nw@O?{@!K2A+N}}JOkzS
z#C2Xr6wOM@ow?%A9j6U{)O=rJ0HAA`(BTrrPl6G>nofrs<KA<X#1-3%qz`T?;reia
zWzPlU#kQ?0_tj?T!C|qx@$uJ>o7ZJGlJu&dIy#wt02vS<j`6)WsQ@Z?KxXZU>IC*}
z&Fr4h@+W7Wa*Od4VE#yP-o`i?2jZ&~>FQ-G6_qPhK=jKw?zZ&yD}(egcn}DNP2c^f
z7~{ts)pM$!tgcIgE{u)m)&LUm<?K6H!9Me=t&wKl{);z<ZJIV$LP7{vux~Kfd?hg-
z2I3E(&QARHyN><fungzO{>(EKo0`MNp3$_vQ>64iu8*x>qzZNF*Tx$!`2kuyMJgf7
zw_>MM0iZ_axQq*BTg@A9aG7LW?e#SI2e!-Y$3yI&CvEuM`T2HnI(Ftkr1h|x1qYy5
zcF@RB?{*4o3#zQ9XD8xy8$C2Fgf+azsQ}+vYq`;|6~M8px_S%X9sPh%a4MIh9awJ#
zs1s5C6$mRRuKsjUal_ZTYAtyTVf-a~aV`%%*jNi=)Hwg)+~}Mt9bpVO#Ej#bb`wRO
zTqzh}mihyk2&Fh-UkcP1IBV4F!9tmGu>=e9fb%N&kVRw#o>GK}nKhbEoHQ3)D|*p9
zvo0|fU$kM*kX_oKk%|nNePu*?D~^|WCKA4oI4>cn*r!LTuaa)pfkbEqlMw$o{o5k?
zv<`JNWu$<?7(bbTZ#z|GhNl(XY=!vp@@Tr7+j0GE^Phg(<kzdOE^Mh}dG~*JMz!(W
zFu>@w8m*^8lWT7oV5tBD>||z5)Nx}hPp)=YaGU$^NfZ_FMJLteQ5OK;9V?!zG%&Fm
zhY>yz?t69NZ#~Q9?y$IPu~o<R2eyl@_gho@=Y;X_7G(sT(7uxoi=TcXXt|o4AKWIG
zMJWj5E*^p6{P;b?24{b4O@^-LisUXS@~+NwcT~K4#ppQ)c%?N6rQsch5@a~O7y6q^
zqPgxvV<hwC33f;fc`v?VHb!c>KlGV}ZOjfyucL;xyDjE~<KV>1enIL~SjhD@o%3#+
z{$)$EFpK!M>UDikD)u6eHs&Z-#6CNnz_yTw8S}~tRQa1a$vp|t3itnNu6FwTORoTW
zhY2nBfa>Rb&0Si|*_et>|L*YW&|c9M<@mNRVVX^NIF!b~g)~i;KBYZKo{mhCsWmlU
zjAW<?oWEgcc@ahz+q@sj^vQxYU%ntmD^FFo%FuL(*G!2~KN~bn2VCD5-j6p<W9Dmz
z<Ueb2i~<{Lh5}l5>O?tkK9$APc|z{Mjpqv<HWgR3OB2xVdM!O9nZFp5>-r+%keMAC
z9)s5}tfK}96xlKvwoe&JW9&q#{7KwORs5pSECRpop<mjkMN>!ykWIH^ir|#`FEZ`v
zy^AA2$#TkrwW$@Nt7nzs!bc*}zS;Tg#)nb&qxZ`Kg7oq?UX_&mAYwMOXC)3mjaZ}~
zTQol-%br|Tj7X!y%1FVuTxN-kreYYlpL=pxH|sPcy9j`P#oj5kH>J3P2gQSbc|IXf
zA91m-QVT*asE0CRSmq;0yWm>t2&xo&Z1JHT%*Ij-)XcRX{E8KuP6uepO!ETB9Yd2@
z)-vGrUW}(&WWSWEmV6Z$(1hJmd=jwrMEBUULlye)T$fk{64|1FUKU}|%qul+9m`rU
z`h$0i%kt1>sRw<abUE?g(15+ncTdB52s<=M(XHV0Fjoe^+eBGou$?g!tYlEoT^`4B
zVe>fzB<%-dPEgvQVF*Pl{wFF2^2oyHUuW>O)=z+pM9vPzQ(a;2&h$9mNLCd_l&(EN
z9VMK6#E=`|P3IL%ft2a>p@=8Q_w;p!g8W0up?Zj5ZHs=x2DQdBRWhMp`0)*GPl}5p
zoJ^ZK=wDznEWf9b^*0j3k!C)5I@}lTyFlrc{e@)+M;eoZNCV03kSgjo$ELh<cnA~Q
zD67#4B@69Tuz0>=@Zc(A6Ct*@iw;5H=T|Agzzcc)0C3jc|Cjj|(drLxQ{`W5u3LZW
zb+Ca&+Gi-aBg&2?VSEszC?k=lrsIF=wsH|0T**{OsNr*7#WGz4xhi6wrU!FkObPZN
zDdA>r+LyE%j485wG)b_&1c@>qrnO!4kekHFXj=vuKlT<<(_c|W7Rkzjjx&wD;K25!
zQmLTU`;7)s!V;Qoq8@b9wa*MK-+EJnjAzm-A!bOQ`2QEc1JX@*z>#b;;8~}H5Q_^+
z%49x_ZpOHu=xaKhn4@XM_jPg~@^R)P616VruXyQ5a<|9Q;8-hpO5JGn$#}Q6mm3z}
z5K`-?+X}-=-Y5x);RfY+>?~-wp`Z%|HsJIW=<k`8afQzBWXsdom?wk{On_|LPuAuB
z1e5WjE?va<u{V9-fd!C#md9gZBvE&T`?m7H|0&QMEC9)ZzhsPCr}MSFX!g#KJ}BbD
zYzj>{>I@Nhn8VEwhm#Ovrv)>+zyEruqo!pQNe^Oz<|`7uI{D5tfV_q!2R5&v$?3>k
zU3?I=-@>$rWq~EA2$Pm>DuAH2SM1`(u=5&k4k3QU^<mCjALZedGQpl-(_5@G&0fk;
zA;|9lBpHuiX7J}_Ws=a{gr}C!hkSQh^(~Lh%Z(y9pY<lj@>k3;j;#<}34|bS(o6t0
z&MG<<Ygbl;jxks2idH!SZ%eVmZ*omWSw8nGvth?2*h@A*{Q=&mHb$Pr=x%-DvN_{p
zzZe)<k-ui1M=HqqQ<_FdZ7~;*Lq?Y2oOTd8^G{n96k6PU!kj%WtY_%Mt&aZKde4|A
z@d4`?7!lU`t>SAHrd=;}4Ef!wzH5|&aNWry6WiaY>#rf84^Go!;~-N}A#Cu#|FPIk
z$5b+K7_V|h=v^N*xE{=gQg)ma@Bb{}Ll8(`eH&G`CAXVt)j7mKz2U$z%S-L~l8C$v
zMR=r!VpCgNu|p5GDhHWc6@Dv86Ze2^j2{r-KwZrtA$1_orK&`}dMZm5+LMg}d`*T(
zce&%{4fL&lPuOxHvG?!R7b9o~qN;7j0|T_oy;z*BVSND_9(P*?z<%$w>s5bn{4s!~
zjW?J@Y%R9kKT=^L=@pybM?!&l_0vv?^ohvHnaDKu5~PqJP`ZAF|2KD@IDX!isU)_i
zPf``sYDyDosDVU713^}bJZVAo;)uk8_yiGxnHk`;zb6O2JtbYo=kB<Qw*j<&kcNOk
zxGd(A`$JV&R3ReEOm*#f1x_6ruQZ{#WM)cN?uk?YwGsyzmXHi)h9!$2cw8`?5=K|d
ziWSulGQk!`??&SHC?t2I&~-0cv|vf?>m7v?8K}O9oXi$>-a`fJw4ao|E5T}Ye4rZ@
z&J(IsAM;U`;I0;Z_vnO<0{)HViF0_>U2czzt~c?p#}JFhKu)h^fN3`JUFRdSW%&lN
z=V+CtZ>S37DRzy&GE{&oal}a*Ei&nPlR%Hm+KhjT=?4qr@MjyhWcccdmYC+KV^i*X
zlnEhM__qo6ygN<DU2p#3IQ(jhGdj+!f3kicd;j2iKL2pw^#?#0{mc7)&BFWFBJ2<9
ze$7Dg5~(_w#A{xW^!WhGk4#&*QjdrtWRLWDCS@F@km&@CjTB}AlwiaXRTK5OTzZ?A
z*_-K*Tm{9$Y_<2DvZ*eQ@rHFoDe44Y-GKK<>W{6C(X~In$V%M?6wwdxJ5=9)qM+nm
zmYl#W!{$uCef0<Z+Z;|s_SE$83J&C%x2zw0od?g4EHI;nP}N(lJ>Xf?)*_;yu@T|>
zMZCu=s%#+Qa=A-7<j&SL?5&xYZTItun^{6PtBeI=$%59<>5S0zUV7~sIAzLDJbHa4
zpxb5oI;nlP?ErSIou;@FPQo-nF{;Z7DaQWs2clWJzIO3Pt&5>p0?c|1y844f(E^0%
z-oc@g2L8vNJQ^YA@=Nk4E}so>Pqw&7N8)AuilJCYyr6&0lS44Frt+IRe|_sh0mzzb
zpy5Px29CSQC(&PSeW5FQF*+w*dPz~tS0P0u&~B-mjc_CzN`OFD*YnMxzTEm%%x0*u
z<C{r1IfJ#!wyzz5?_?UM0K!}|wxD7hFA?p&p;$9sS`P7g52JMO>t1U5essuz{N1m(
z^_2eKkTVJt@ZVwK;aJk9XxH@YM5lvG*-o9r&LykR=2zuX9BGkC6IHRR)O10GROtI6
z;-i|V3SjWMU#`^XwA0<br#$PrmR%|W;E;~~s`TCh`V9_8bA>BA$yKC#9ZMg+4Pf9m
z(FB8V#6-9-9x@X(QB4O&`fwg7=c;-9>N3?+pf#ixGS_{gwHNwLWLOFONf5OGNZgyb
z!~^s6J<R*pjeEoxfx-IMta-bpL;s!xqR5cr6Jb(z&=fya5~x;aw%GGE0fiUH(nwAc
z-GQ0uMbR`Y6wPE5=>uws;512;_TI<vS_a4SZwrt(?2PEF^<@{=?t|O|MY}xV)HsM<
zZNe^#;~hs9*bf2LA)V_?@89~XPUCWA0)17|<s=!b_Goh<OUHey{_6c^s^r|++u`i3
zv#n{*k&YL-d{@UnyP&Gdt6QAa!)s=Hm4^io3;<v$e$VjVp4%?UzPfzVKkS)Y4K!{F
zyEsfu3q-qdbFyxck@l=!0DZ((+f(0VxpV{Fu<8Mn&fH3!>!EYQ?phRO7wO*!D-L#>
zYuXGTw(2DPEvOz%S2e;qqS68}ZW_ao5Ktw*+YO*1&^o@-=6~-nma!kW;|b^^{Fg1X
zfMFL~=WSC-DpxMhFKdTU*Le=1pH6Le``OO%@U9*L(3xkz?h2PRHJRhWmNfB|-m$u3
z7!j|zn6&g^WR?XMgBIt15vx#@GZUJiI5Gxg6$+^0lCqVbd}%(JJuym=QX~@7PVYFz
zROL`8Vfmf+oExf6{>AJ?xel|J98)N54A%S`f|g=%jH5)<yxSL@SE9&$pIc%Fb`KiC
zeabvE!?@RyE8U{AR<n!8H>d84XFNhs{%>37;-Vo8mIQ!c1Hkw9oM8<n0DR2zlHc=W
znUTTjrzc>)27(AT@@W9J?m@!J)+Z?fkB%1bf0M1`gf$-AG<!pIIorZ)*m*|G@x=wp
za;52s40*cmPT_&3)G^SN%K<=g16dIb8MEG}H!@`-^e)nn9~Q`?tUAtQd@vBi$Te9i
zCV4%IUc2sHbX`Svob41-q<=(UpA+9MlO?`x=5@T=Oy7&Y`ZuQ^GnD6Ts;$8vvh>vy
zPj0)2*f%#;HWK%<Ly~l(?y)ZZBDIo+-Bbo`Zmdg1-MMcb%^aj$zdi^EuM@DFgTO^P
zWe^SUqnjbci23ZXWEkjK@~bAt*=w=?fN@{b`kB|Ssy}@%(gF2pAmjaNQ`>Cq2J)5J
z&-5(KDjBGfrY3O_NGJm@#^Ovq$tONjkSrFwQD8}|Tc|A>Zq`9sN3q<wqXD6!@e^k4
z%J79qQvM{*4KGr9N~w_0?l8X;AMMJkk^y1<=2w}|ZZCmrC-muv+hTpt^K}2omHRl^
zPGjTtaB9i~fTIU`^UOJ44cpY6G;GwUp0ApGcJA|BavaZ+l#bvkD6l8qB3Rl#2@7<f
z9_qsqe)Y~Bm>z~Cxs)^XsuxQ8xlk|mWEpwRI{<F_$+312@a4_zUN90l{k~u7-={UT
zI}Q>?{#76kOevkEmXlL2=d>8AY$i+XfdO)~Iq0UXE^|F`zIHWx44zMKEnuj1I|XEs
zi=(ZpisBT9U-!=rwr3re^F#Jm=o0~S8~??Luk+l+uT^LFjO^?h1$yZ9l0yOkyxg$*
z?FK-}0*G1Ht?)R3E*)o^!#M`+s6ex(RSVsV1MfecRg!Uu*CCJ3SMKRvAvchoH3|^T
zl_Ij|dw2zq)H&FkTn2D>eaqj{`on*?7uTKJLk~PXFIHjNj$HxRMPuV;I;0p7v~lQf
ze`19D)tjHjfBC0^#zhsOoPm~pFg+|2gX4gQi}Fn`$#zd<5edc*7WasIKj@9OqVs3z
zQj%r;d26TII2#Uq+$JC3_RFW;(JPi8Y;NjVSO4}QSQ_ZDB^ehwMHrgkhIZXtkWRND
zRKs5we?2JS=hjTcC;u9!Eu10{!tMNclzN8Zh>)7*xYFNKHM#Uqnz>GO3=im#krPH>
zSndGmE5K;tb{fGt+MFm6x>fps-fF+ci$|YIU+dlSFMJh!NT1&7oe*Tk>SB$Gk_y5~
zo4I-eQ2<S~KAH73OZSQhdN4Lk8>m!kxOUC^&w0Oer<;*LfOM72b>BdBy~-$z9)2J^
z^#sfGhUo-lvlyHC5_4EwVNq3AYsd~JbnUnw5mb(Nvsz`o+Vk=LGh204X;pi<A?j&u
zzMwk<)2Nt_YxD^AzwS(eN|=v~FUx(%bZ4NSz8V<#9(S?6j%R%~F9cZViK{%zs!e_V
zz7%uwe4EC@^Zfjoea1TXpAWAtdgkWT>RpF{0R^a$bMLPdbsKj3fG<rXgg~pKUFprh
zcfjB7@(8fauOCV>o*e>`U8U9Z=#6BzvDuFOZw!B|LMFvETdDjNw$c1Z9S1-WFBADA
zukIb}GCQE3>L!<^MDqOIdJp;NV%q{1POGJ2mO{4gO6+IseFIb9$$i#3<Nj>P=2Q;?
z=m0Tg#1%({TIa~<g9Qyqdjr3BQ%eY!EcX-x%~@hU&xVDNlgCCR1h(30m~|%ezh9bH
zx0k)z1dnUKcd`)v>1J^f<_W)w^^CSi2XYI9XUR66Y0ky4!VbXBes)+s2{cwI6}z>-
z2Z<7L(wKui%x}14VzI!q_I~$rhX?-q+>__e7#wp0$g&*~PI(^h-Ut3Gs<K0@|HJPu
zuwSLuXtdr4O|H<cb;4uI{WBQVmSlSx;j8pK3mXD#w!nIT?K$xX<gUf)4+`@358sj>
z^JkI*8=x#hnk@bTUf;Gn4KN9jL;qa%W`vSsb?$ZG2UY9Nmo$y13)DpX0%7jh>s0%W
z;e)A=07j0G6nhSsJcZ{Wb~kofOs9wCA%*hv#Y!2W!S-wB^i8Sp=m#MDDf(~az`Vk8
z*O~P{`=6@ii%e>!YYm!=DVqHpd&+1V{3Wm_D9&(_54Ojyz+Ga5$5c6Ns!t*&22sV8
zH%*9+75^RHJq%Y19WtKlimQ@+H~wUg^8NY3+YP08VaV(N*{Bau=T<E@@Qd#u+}VF`
z$d7+r1|?BYh1k^NsDN);eKBPmQT-F-8PtkLAELz`38qS}t;dUb3yh<w+tM&;t7q_~
z>x)<~ryaz$+wDL*<liU;Jm_ZEbBuO^DIiH^r9_>7`$qG>-6B*mr0vV^;Uze`abL6-
zZOWx8=!hnJaDkq-+K(C<{-G`Ngf2O{gR)uo8?_JvQktCv7t;eUVybPDC6M|T*L%e+
z%^KNprp?^N9C^2&{;&JGd%Wmj<EC^>0U1Ik1IjHKU}?d06<nm;h!In0w~$LPN)%eP
zu&IlAuLhZ1LR|}%bJA}^%5kZHGSlPWnSfcktnM}R7lh+Tz&+)n{nu}y6kTd5(Z{{&
za(kVUD^J5cR63@SMDD;4X$R4r5=o^Jaq+<ycd&czSgCzq#<Xy|7-xjp*3{|w3kuwB
zbWZiVgVy!J3#bpb+u~dNU-pg8PclqyQer%CB!(0#Phb?${qn&wnpRd@C*7h~KPXd$
zOal^BSSk2aBw$4eF#A(Xe#lUX4CITxJG$I#MgK?J<-5U`{ROW`tQ6{jk?mKyw~A5i
zM)o^zs!Cm7f?dOmBJD>wG~a}58NAu5VB#}uBa1No_Eet8Vg}Ck;`0DJczP%(-sbiH
z<J!gh^ywdTMH(YM;~>fPe@au4NnU1}b)XL6ynv5D!~@844hrOOnGKeyMJ1W8@hSg(
zk#`RyLpday{B!yb?;^|ghgMP1xrh+l1OTl+J+)mw&`^XvjcjFn{=eUH+mJ>1LC>cW
zxd_A@5{h!nsJ2SGvKB#!@;r!{A9)3eBz+0blF%QVJ9+58UdEEY*DDnV#q}<%wGjn7
z264HRtg~pbSeoUyF>8^a*g)Wq3-Z_@(PA}`yVz3tORDR7-C;quUfz?dRyp!rNEkO@
R2Do=mTv!GQ6MW<K{{e;x!Gr(+
literal 0
HcmV?d00001
diff --git a/log/zPythonScripteTest/err_n_plots/IterPlot__Rho_Rho__fwi_FWISO_iterate_m_allshots_5_2.png b/log/zPythonScripteTest/err_n_plots/IterPlot__Rho_Rho__fwi_FWISO_iterate_m_allshots_5_2.png
new file mode 100644
index 0000000000000000000000000000000000000000..db3f67c91079a63bfb9cfffd34700b51f0f9f3b8
GIT binary patch
literal 32570
zcmaHTby(B!*S4aFsB}s@LK-Bc1xDxSM!G?|L8LY&UDA@$-QA6JOGtN&?suTSe4h9D
zgG;WjWBbI3``q_AgUHK@p}Zh?@#xVb6bW&l!lOqBYVe=t=Lqm8&F>O2A3gGZECCc$
za!K4xa!n)_skvR)<7bV__sfq6^P@yor||O>Yt5nu01kw)F>szTA<#m>J9eOb#3~DU
zkP7*h(IMbFJwOWc6+)?>-{%hq$m-pV(p0SWwcg%|hTq&4dh5qMYX^^|1r`Rc-;Itc
zYin!IInFD}2^5{}94COWAPleMW>bx`Wf140uV1wSA{U=YfBLOZGho5`G1uEA3wCZ4
zO+g*8Se^6gnK}f|9ton;KA8(&{G(b{O2C$=ZFJu{R4G@vCr!#8^U1hz`O1pnOIh5>
z+OlL0<S!XdvwusSRQmzP#X!j28;6>nl;&-`KtK4Ozd)f9g8$?H4C~FKN1ug!A?S}D
zeMqIL*^T+aUqQ8ENX-AZW;|d_loXAdO2DqN8jrJTU$q*$N1q}uwD&8;TiV=4DrjK6
zRMOVwk0Iv&<1Jf&&mTSdJ``nVX-e3n2kNfMFi46d9ne9^zBRN5yeUMPGqW7)bfSBy
z@Gko27bS}C<J(+3+s}6B5iKpzG2r(^&Gzm2<42FM38ep*bsL-z6a=?Zqkv4UvTv(v
zUDyRA`{=Kqj9VmOshi1CTE&G&S{I=pE3B!c^i^$#WHXYVOFtFh`9IccE8U;)IagIh
zn}Sx$FCt)60l`d~ThzLq_z=1Ryb4>Sb%+_%b=J8XL`oWOGq-V&MNkVgx7RfJ<x9m=
zs3Ac`{sQCQPxSBhKLVaUdL(bk{AWXEIijQTuxvXSCUJSQ9ZZRk2t?#sHcw?u?7Q>`
zF~-ta`lyd{5(vHBp@8x{2Rm8bmu1YfeWCO0kJW#j(<HtG{4ZDcpC3e<J6xTcU>Ri~
z@m2Ula(Y4f*(Q~3|CgEU{aki>$4%0SOhzF^kQD({3A>P$xsKnb!yXAV=QptQ&i=RB
zS>FH0!FLYpGe9XyX!6rpv_<g`2|PkcI|Oe)SasEf&~Bj}P@K(>JR*B#pAunoP*6Oq
zylmxBSgn!-u9GQp$cWKXsyXEU<M97(A|v`6r%z#yMldyoKZaBq;Vhc;3mIa5qJwm`
z@*JIU%&wm!NuuU$y&h1vQruKCT$4$f(vca{>)I+nIZqBi8Dxt)Mx|_H&7}C^jO;%S
zD{?|L9d7opzAn_d@|v1xt7G0GvCvu)zOBoX-IMT8OCG!S#hys#dFK@E%hO%6f|XMq
zlDky~G_2vtpL~1AgTyhe=@y9hzC%q7!e(b@=VWIuQZM`6;7@vebiujT;4LaFd}G_S
zcT`~?vO8TSX2Mx4dVl+$(-vLlTaaWduUKEDudT&&cFK@?6tDTNTC_3)(z3GF-1m}h
zf7u^3I?uf}5JlUr@0<v^mi0p=0Kxc#Tc|6*=9GFFXCE@m!h~eZXb9I_Eup@c>@Q=L
za%7Y#zrzfbQ*&nQ-q023C?y(HjqJ(1HGR2iWnFg}lsuXmvB%8ov2fLbVls2PTmWA!
zX_-#SJNvyzxrSdO3SMUoXpHBbOndb=X@XC#YQ~eo)h!rmiS=K@PpW)?qd~xHEO}Dr
z=3?P`tMzvq66SEO@^(?}WmVE#p~mO?z|kD|^)>5tlh;9XGRg_?c&X|3W+o9aX)dk*
z;X<1~b`b}Vcwc)(FOa&OrzFjOBM4hyzqjF}j;_#O%V^#n@n9XV)g)9W_p>>pP~Oue
z0po^7%grrz3r@>AtA!Td%4w7R62+_?4&!5|y+F+>>*eD(`z*PXo1Z*Vu|;aLzkYF>
zer!q=zS^%^s1`=O+{gwA=kleX(u~s*8@+g{!@8ifR@A|~QuD4sW)b>L?Kvkv|B_%X
znjz>bgB@}5F4^R%u*~+GaW+hCT?0@~cDu7!q&WdqPl>71SioUkv#iR%4IPvM)2%x%
zY;^W5W$t(@MQ=|&nSwBuA85R+4ON(~iC(jErdHVAe!Ix)CbrJ|P6^-3r6-0#v%zwD
zYjTagdN-sCRlpL4s4L)guxM53g&qoykB{HKZBuMYIt3amXPw?@9^VFu>=(Hl>e|RO
zT%@+4C3x(qhUVmJWj$7veRCf}nm6G#<>{GIQ{#AZ8JxgTal8SVylpBdSe0U`JAvP8
z(e-qlb6c_A6Zhk6%~Hcv*s28`;oWJw6w~eYf};0nMJ1PV>BbEXo-S<Ld5y_xcEmej
zUO3QNQ&m@^(PJQjGH)g~p3DB{xT@z~n6E%Q%oP)(kpS`0BQo`-#+)VK@|BJ@aSF}e
z?M>wNgcU_vi9uk>O?3L%tg{xnWyr~bo5kV&-TARFngE{2y`c>9+^yB^Rh!OQU3ClB
zvwCk%-Y$Eq6it5sHtu`Fsy+D~uf3MLf=y@jdLop)Jy-neviOFls?7`(kBnj$Zs+zB
z-HzX$O5Pa0iGgQ<X7zeQqt#fetFuGTTV;DA-0QK!tD7}dJQ9~?ze@Emu+zM2T_4kx
zw?Or8DM!c07zJuId$Cp5A`?wso}*PvbrmcxQAz3tY^-YzW@8gayl^SfLOl#;nUZbW
zNxi+N#omSh(wM(C-nHF%9u0_?CBMbcyFYd^*Xu)XWv^++N#X*Yor=kCQjFX+N=y82
zaZve9muhtRDq&Y`-WThaCxp|ecdREq&I?zc!Ou`P-20fA@T>YxH7$CYAA5RVM%q)!
z;!6Mr1_~y<_V>g&55Y(eiTGKbYEjd^94lRujg|UdpDwSYXwdG(G4j>f{z4#FL!)<4
z+PmPU370|Ra8Y<r*{f-7YcvpbbHUc#jblvLePFY}?Sw4NyQ$)Q)5Mr3DS)+S;<+Nm
zB+a-+)W-rL_TF;;RO*pdfq*a@`ird)ePFVU#|pAx_y>n{^$hy{-&11fRDcR=JrT=N
zg_@4{*1>*R$d<EOw8IH4ouPYGu>oI7`oM+6;w{87?6un&iTxL;FJFbO(oH0Lw+uw%
zTi5MABXVuuvr9>Gp0|drB=HpfNKL(EeM@qXph-%ZR#Vh8>1DM)fAu4_?+pgA$51=p
z8UF4_uHG!l`_1+z``5czK!?GGQ30p!!k=$5e8KRb@(5!%O@uCM{(8|Y<xWtfQ=JxZ
zQtQHXJ2nOD?N_^;;?hbn;I3mTknL!?CR$gP>jM33Ey-h~C3ziVxUZ;wbc|vtjrOxS
z_M=BZ-33(wm8Qc%F)<S;gz+i`^Tp>kI5?Y<{yGhA9{V#)JGI-W6Qxg(jvcw$#R9A~
zFO249(3%o8OYG*pAohW?O@wc(Bc1GQ4!#TCIL&O5+cZ>EXJ%e+?OeF;vrjZwc0B}m
zK<VJT!C=j<H?1zH^6m3$a@2*J#In$fZn4Tajp={@w^-rht#SE_%#xBED}!0WOP(F(
z@-%u!lV6OpO(zrj0F6pZnfx!r4_GXy8*Yl+SNZ8Sw;jUK0%9RVrCobGa`*zUMPGp#
zxXTj9o^VI?l!IukbUZDrIOhtrY6@Y{lhxJ`GrCgq@ylu>9<n-!yf&7~(L6-NF~!@7
z+FcZ3l?+`!uJ#$Iphk{51c1X?|IF5WWOG286aPF-R&g7{^?FR}>#wCf^xPNN0Nv5n
z_t|DEV!T$&@7bi8Fq>9$)jAo5wN+DbgCf{2-{NpVc&E2mwan!Lh+1Tw^0eJ9*Ry!<
zt`qJ&ZczZV(O+H;3ixn!8w$>DUqtgZmzcWifu5C)KPq_zhjZA2M}@Vpa>;Ker?XJ+
z>qvp|#qU<2xvlY%^xE+}&LVwOd~}}pok#bmPhRWZlg6Fp^0MFE9XFSS-tA`QhrV|Z
zzw7-yAJ<f#DI$^B?6RITur(^^%Y6U~c>uT6Y*%}AeP$_q<*=(W@AEDZsEVOmwbzYX
zFbUsRFo%`7>*i|J+)EA)>v+~PZ2-*Edopw{Oh57-q<t9XTHi6Cl7_n~AqShb?RXLc
z!!#p!uW6yWm+8)ZkaaKf_Ik*^puh+a&#Y&d!Y_0OLcGVR-#4NpTPjpj=IflFU<`QP
zG~_h7Fpst+oo_y&W0I9ldAF|1)Uc{x2oK()UT0^$`zaU4k2foSuwaO;g-T*KfxEnV
zLCs!71e!|%D^+(iVvbvKE3XBx!6~&Q*Kes`3wSkq)AL~y2&_(oc-I%l-8|LFJ2x}C
z6UOemlkfpwR|~+ljz|Y5y^mw!Jgu$jE|x)4hoNqlmFeAB`6wE1*JG>EupoUsD&A2~
z88(H0ZGkA&$4im4-q*Kiaxy808eNDH#F;Qwhi;B8(kfC65s<^`xU&_*nGK;HzP5K8
zDgXIL6buwn{)23ChC-Y1&wpJtTx{pIXZf_?`nKWjx`A6jxebn&oL0Ku0LwitX3BnE
zY!cd7vezgmDjwme&Yi3%7GZ+W&lhff<}{|j`u!hJgmI(mZ{%n{n8k!;^;Y~s08C~(
zYGXXF3(e+Sfs(JI)F^N8x;GRan*|#AZS<}@CyEx%n^R0~nnoM%+81;SEiW!zyX58>
z0_YORKiy}G;<$i-%k4t0n?949>YAF9On5>$u_57tyA><<1RNrG+4uS1C&H=)b<BX@
zcYFt-ckYX%H&<uVd*rjHTjK_+y^i|~S~{REbWjeqmfN937jc~&E`#8GQL`v4x?evB
zPv@zyD`IE9+v}G$#?JZhkaj-6fR}tVZZNC#9Uj$Ft}fk~>d*J@lWhXx*^K>hL6uh6
zFugc%zHHP+(qL0<ptsXGZ0lPyD`H)EIVBdZ1;~<<Y=JjO2K|kjZ(N}SwBjkMp7hNd
z)>C!1_nrK*u(b2)75cAG-`$ut!DXjXXrpK(Yesl+n0fS<LJJAjnaGYKF}@c}OP>m~
z=c(m2BNh$wno5)G<YSk;T%u046OwPb5;s}buCEHtR14LrQcH5Y@A!R@Y|17{($TmK
zCneq7OqO&I2i=`6gKbg64w@O|c0c!DE7&z2Uf|ViO+_=K4N}yYufDR1BN$*n9_jDR
z3AY+%8I9N=P4LbU!aYi(;2f0@wU@wUD4O6JRWZQL6TG-UM|THc6Jzq!RSUDWx3&Ck
z3<+&BarXM9A?No~L<`J^v6KgbhyDL5N&l7v6z-wSm5Y-4AiZLWU<Dt*1ZaHKbGrEH
z7Fu%3Xar1A6B<K{(>HC#Q_KMSE@aw!DJD}Z1$oL&Ov=WmWgn~}NNWyO3Ua_PPxps}
zir8CcwTiy_9yZ(%rpQbH|Iq)vy8K%eOT4}E!+t?^Xs_TOb+`+~WTVFzK@BDr!BW^-
z-;<|^lH?k^mLl=5`X!<s|M)c+4GX`y_WPM!#cgI(FpPth-G&jPvE2<qaTED+I>VPs
zix&TFos-q_jdwg3Ja<8H8FZ_>mcRSlP|3|-j47hNW;H&a=q=Kob-7DP4pufCzM>;J
zKgw4xTVqhK%`LGVg=e9A%ljQD!@qRUBlxi?v{J|LtN`atnxRhm<*KSSV@(GKMzm&>
z<dboIP46L90Su~lol$5;)}ry9(qTS)W)UhBHOTKUN@;6*Gom9W-zt34kugL``3R6+
zuwa8o<?gZ5UKGEU6JWjCvhb=a$%)&=czT=j!(%7E$RkZGl-udokCZsi6ZTPkoEnQ6
ztg7qF@R%5t>8N)G0lN0%>rTJ)sAmgtF0Nw$o8PPr07@-D{Fl;x`7fmXN}7S)FAU#f
z@L!D4#p>Fc;0HuH%^lkRkcoS5tAu`T)6{TY6k2}($2joF^Q+`a%WFDkH}nb~FDmKm
zHevu$+|+iH<!|Az03BnurfVZoj@z{LJRAk(<Y-=v&HeQHFMMqN+}KomvE3GkW@(Y4
zzOu+5g8MVMVX@H6dsboP8eYZd1KNSzXCJ-ct7`_DeugmLhF=5}vSDzrv!}qO3E^RG
z;GNjM=Y`ST;90N&tMSj8^N|H0=-8L=C-2IlHeHvMxjFx8*}{Ut3U(RTgrO83=HT^I
zYEI5YKWhl@RlZ!Y6TMpT&TQ-gzxVBk=h@t97iY5ev?=cII6pjkwbR``n*;&x&Bm*c
ztHWRu@+&yX{OrejeqawT3yp`qd&O!wU?w0!HkzMMB_7B5f;T2+Ni0-XQZ$1+I!n5(
zoOvh4#&~U8#kpQ$4#PuPVeJwdAfDY~{#VUD7v2RC#z6eZCH(hZ;s?^<lm0}$E0Aq<
zXs(ie(>9BU8v<TyDEZVDKvmXFaRy*D?thbJ5Hjy>F>sGo>ttra!O0$5(dQyM(RT&e
zqV}ntz0X9%G|2k|rB((S(QKK?2U?Srh*YVi47^d2H}aaELX=nU;+pcLCa%sGc1mtb
zJcyHo^v9pJm8vXct*z7z&B*UId>rj`j%I4urPnEq0E=1*fGh1v$wglkUe~}8%Y1`-
zIUUQCiY^cce>S6FsJ%bW2T#-LwU+D{!NhgS>@*m`qykH;s`KjArd$|Yc(12b{K9{3
zW5FG`mQVL`2?Wp8GRgI$6HaQyAJtc5Z*Q*3=}K+kc$64g-r;{!wK*p!b$PNa0t^lw
zID}e8+_l~Z@@7a|*3QHss+_<PEk-cWyK1?V0Lf<OsVE7J@af$k`I>qzQ}`0ux3;%u
zoSYaH%$w}pi$&poNQS7BP_~%tZh}7C^Okf+Yh|tg=aByO{><HEZOJk~^M>gG+mDy(
zuh!BP)zZCc<8vbQTtY@_r!PH%yxmE0e96;%m^W-bFo>DaRxx-^rC*^^pODQUQ&$~A
zDU|0YK}%nBV#=NY+e*!hn6hD~93nLWJOf$nMx0Oe_~tUG&JWp@+!*Z7QPp_X;^h2_
z5G9=nP^_S-JCcg1dbV8RaS{KLG4b+tDY~ta@Y62)kG@F?OA$C||IMV2(}S9SPe+OW
zZ1wMBI`16ofU2U-S~ri~U4;5Pxva(Jx+84*rLbbbD8hpHz!Lh^pG+*hY_dHHinb85
z6gW2#;B(#xyJZx)XAe~KwK(;!1c|XX-wUDj#oSqlR9+TfKI~t@#p>r58?Wuy?Fse}
zI8pGH)6)@N4!*~BJtJJW9ItgG?E3opHZtL7jL1w>%0L4B{IpfRW>YvA&cMXwKTn5x
zbfLfxTaNdxm2h2`*>SG6bB=2F_$bA5&Is4z)}OP<tA%NzV77WTgZRhoj>QCk&;4{`
zT3!xFr&754J-5Pw1ATb0WwxDWWJ<-)=N_@Z`X(Ev)5{V*DB76oYbJXcpE?)Smt|%;
z-raQGt)J*_4X4Wv)LtI5mNmJrYBMktT<vr21#CA}vv;ur2w2MR;B|qHtK;ptEqP_-
zU_B=;#_*!x%@Ve{IM5eKovKw5h;JsKP8PD{+8O#pZ>8ey4W<C7-Me+@n&v1){MvAY
z(3ppB;dj>#>B72zCDMg~nSZ4mHjLD&+y&eC5Ua_z0yWChbdwE)yifYBnO;B=sW<YZ
zA^Rq@Z&MTw3rqGRTIDAF`H0$c)B|cCZ~q2+oL+}>Ia!Kf2xx~j@xrd18{OTdq_#1{
zb`E{_y)%7j3be!V8jt39G&D3qdG*goz3!xl@p7s|=iT>@se{`6$pISmF00!|xR}H9
z?!gr}C1lWYB;8;*6b?CT_<3j6#djvtwCC;|+xPp2-1~zqIyt6jgp*f$H8!0w03<EX
z)%7vJJvc%?hXW?B0mmi_>$N^F8JU4e9dBoBkx1v+oB=I1L5%d!aeKJGJ_2uq@Q^kg
zW?iLGb1%OX)AAVZX)N+~bnZ&JkI)BFjF(@f!hg3t({X7*1|D~(GbOvv-}QgvGCA2g
zVPIIzlv3q8AF?+|bRCsqYS30y<vvR^_!ZR8z1&Zz>$X`?TRT#-PGrHSU)o+D<2JRh
zm6sJ0yC7WR|N97Mz|PR4w3y-w#UBiQYd91!9pQ1o1~nvR%)u-#LW*2b0DChkn`8}q
z{kBO%&(l75{-(#qZH4iIfe2%KBV=@*I~3gY4pt|B%2zq6C`(9kXDh*^ld*Pv9T*JM
z!4E(pu?sf{e@k-bH5gFK{0fbCMSmT@sl>*FbAMQaKlrD{#^}#>7McceVpH6jZ<nW?
z3c5|Iuz$OXklmx!FdkX%!)9N!#DfD}-EaKM6`4{h1=^ESRW?QNyhY-$*p3ylP!u5v
zkPW{n5TPXl0D<^b&jGEdg1~S5{vpo?>+;jbgerb}TTgut8R-uo;wgmF^q(c(0>-+G
zUYH3HClAxOFxT>KDoqYblW5w#bt3JhuS*lhRsZ0)AcS`{p=2pAO4ZW!g~I-a_4PNI
z%MG?dp%+NeN(-+*zKJ&NU8bNwJK<?yDuFgHij8~i*OFYUYlR2!*3FdcTl-W=!a05g
zzLC#UWcS1;5f+(N50S$=_yeKHA7J@dT59N)9oOWMzrRnejEwL3_Es&=6X6&B^g)Em
zx{)8>EeIZWqoqlKwabMxXbqGzBY=PeACFEzZ<r?UQPE6B=pMbg*%$lYxdOM|+62oi
zF!c(zsYMX9GLTj>_HJ;KAhpdZA&6h9Zo=%LJo%8?qxcZ#+h5udU^u<~%Wi|=<r-Pj
zic@eg&qGZ3keZ_o{01SD0kb*^8Z`6khzJ4AK{s(r)N_`KtxzDSf>f{<H!~I6_O&Lx
zPX1PnT6<irF#etQiI;n{IX6Fb?1xU(G^*x~30dXfTsKuN$xI>*n>a~Yf~H>qOf$;G
z*vt*09efsb%S!&m=2P9<{apll8de+FsilmyqJLzPkHPTZWcM}n6Q%u72i!|upxo2f
z-Aos1<U4EkrwJDkVAvSB#t{S@>akN@O6cke;<H=qcetgDw)hLYvGU4@SuhAtF<T-v
z$6AfnF&b8DsJD<Cw5`-)auOt;MxoEOw@;f7#H!AaT(WSkLq%-}4-qRwz{=Fj|C$pW
z3nIkz{^eA3_MBC`H8CKqV)hp=d>J1wA3y{(o9pF0q4F8IorV3;ADu(73_R4*Ky!=m
ze$>qmRYk}0@vpP3Db(cSH=`hmw{{f??Bl25Owd8<`kzB1>j4vOX;~$PxC273(%cje
zjkCX`pHD|H{78AE?M=~DU|mb)EFX$l*F{u+Xvk_FE*edaD2a=?Vx@A~#lriIkx@|J
zq)(4qKnv0>*F*g-MQPUs8NNIRvxjtifoS3Pk7YejNHD20w^aTgf6r|M@*L~EUuK#h
zX7omF5jBhKbj-ZU3T%~oWXes|Y^77#TJ~11L;#<vnlZP0#F(w)I4HjB8&**J@PusT
z6Vh4GHR>z&ldL}G%1j&f1AqBAJX=Z9f$};QWL5#sP~BK1!%R@1w-X6+|KK+SB{#ZS
ze6~)Ch{0$17%I?tpL=VAml^jd_k&jpfgZ|-KR5ozMIxV=#95=&;=_;n-dMA#)+#8-
z9S`w$o<kXBvr*z$q`~5IrIWO~;%zC4y$I^F#N|1Hw0q!0S+$j7WP<3?*ir>$Q}f|-
z<fM##yn!$T)d`ouW#o@fbhpF@7;^KKa7(%+MKskBbN$|<Nd0zL%+=s)qO1Fadt&p&
zewajG0TpH3^dC!Fp}9A-j|l&I^03J3FYK)ZACsP24DVMOISmwbr%AjEdWtcL9mW*R
zWK5;=RwBq&YqNJPtbwD^knH7fkWs3R7v=X;aZ9vH=A|G^D&gn;D-_t|tSll=Yuyut
z3FhUa2cIWF_hPAntEC;InK{T)+N+IFMxSZ{SKOti;cR?7SzlTf1`2CnCNJJQUPFTQ
z+-ReUFWMHHem@rIN~Jvc$NDe^QIdsWQPG^yNaRh7e|-95aPhMTPx_GhP^oiKeW;G$
z+R%raivP2Fvt7Z<$C!Au4a}x)(Hd!Bi3WXnRf4OL&=G^XJoq6oL_QdkvuMej8v2yY
z$0Eu+Or^m$9-2Q!vtYxk1j<%wsSxEmkFoOw`2oYj@btvO*G%+e6q-u|Bbbg86bjX0
z!5|G7M+q@P3YukQXo_Lf3wmEcx-_)qr%2<cwj&$~lny^QZ?r52sgKluM+B$}1fh#3
zL@Y)O28#X8=~#aRgi~H&x(6hBD9r@$#lqFu2gm{qWpCYi*w6Q&zZU{7e)irqI4k{P
zrEBQeICUyjWK>aN+?1LnKHyM9eO&4ToC3aB<1Yonp?ih!M}k^K*Mc~<pHROMmc>|!
zsmQDYhXeL9@p1LBj(m=fW{#PY+34{>JB_VPV`)JSLu{RyZf&#q9zdDC(WlE=iShkl
zy386P*X6)9Wpp_Tn!vT)-tat=XT^sfUF!|sZExT9{J8)!K>lMj@`q@3A8bE(9eVoF
z#rZNmyN_RqfYz;>5lgz}8E*TH;&WY-Lf$?=zi)6mpr$+04C8q*1LK~lEjt2ZrNVVJ
z4E<1GLQPgB2S^};IHrGF6CR5ZL1|mifojB1WJyc=YA!~GFKDCi!&mCc4m^mOl>SS?
znB?qH%HIs+MHe<@%m~t-_cYd*GP*0DL%Wz)VinZ(kQtQmoMLhyyLtpG`VXxDNr)2<
z$$;z%_zx%ed%|bWEgt<*5VMW|LOBP9U+8E|U$NOHq1#5gTlS$@WVJ-usSGZ^5T$x+
zuh7im6ITx1cDeidX#{LeDv%kC$HNmRP?K+@6tgs6Ius6L%!MZy<>#8x-Q~7)fh9`8
zEL;vbI%7TiT5*TboP8roM?0nXeiGQJZjUlvOj_YOtl_4vk7;i!39~QpgBkP&Q4=J9
z*e?19N3?a8z$r7K)hRTjdxL?eia&dB_zf=J{+st6tmPt;j;GJzwIsH`Enc}ci}7aO
zw0SP88672FUPln8Z;dwwNXn32cUGml#;%1m)<dN5J<Pu`K;8brXKg;C*Q$G9rr=rk
zHfAvpqQC%PRD?hvY{Kkm^|U+@L;*Ho{N8p@ot!0K>Z$`lQ`?ig;3+{@Y>MzsHK&mg
zR}EB4R4(Xesb3LUy%Geu7p<vbsyUEk*poU&2n&tV1kqq9^uf4amdcGi`hyYvSo=$*
z^nb?kzs(8LV~V-lAhhu|@#(i=T}G4<)DyryO|=mzb7uC`0zI@!VFZW<HZotbD`Vw#
zQ71`E#&=wv@>hnDjL1HYYJ~=eo^>L>@`B$fvsv^&2xxh-tJQ`|Je3aZOJg=1Y4I4t
z{p92uLfDcXcj|@4%DOjw=vM2E_f6lotrNWQiG&u3k|S~DwY?t{!!-7B`SRpGnjqYZ
zq}@#DePa(^`_Ft`td{rqPsERR00=3cQz(aXD4l^A%Ch5kV!;|H#AZ3|&S6W`%8wH^
zj{HEt=;(-kw4F3n>BT{sD`v)=jJxQNtXxx-CTW60&B7250IdGJv9yK~Yn*gD%o2f&
zk=7}!EZ0sqoSExYFvEzt5<hYcLQHi&Ta|^M7S=Y~*RuDq*gE!qbIe05gh^SGx9&at
zW6Xb}V1{1qV@d$io_;#^^K3gzIVmxkypxPZQSEH!;ZVP|AZt3^_){S6bThVfRQgmL
zYbH{{leEYh?MTajV|%!OI?ZC`$wTbUOe4)qun*t@b$#3av2SS1WBNs^rx1HTxH-~U
z>~cLq)@}9`flB&LzPY}RE0byKJDPlGzkT>y+@K#~i*Y?|nl6lo9v>S-XFhJQ30F-0
zX`xt&^>7JxvPXA-A2c=FpSaSjp7reBG2v0<Ph4qn_hbJa75qy2J#tO;zPKtwqp*iA
z<D18sc6o<CD4X(>@(467sU%=K-w;#=SMyqfy19uzm7qg)3%s<?L4ZBx*e~x#jTO6`
zA(}sgDcyKF{Fiy6MEYueO^(=|Sc>GD#L3TC)<;EeaVwlOhU^!v1Kvz95Vol_cJxGq
zv3KwWwOPCxQIsL8$T3!2C8t9Iu4q2<y;a)B7OtR(UMU%c=X|9PK(!|i_~hTi_J8a`
z5dI2D#@6JguFfJqMYXrc4Z{?c@HK7L5FI5c8EZUbY@-;+tu4<$NCPI8kaW#c0~E$1
z`|zvW1-cCHw^Gwq2(Jr#-z!=Kgr!Iz=KE@a;?LsmVyeF6k~@m?<|P*ulFPJ7D@3Dj
zhvGq)_?N`ulSct~oSJ~+#MLkXohh<oe`r1)G9Bos+Nep;%*5mkPgtJ0fxt5cBv4?Y
zl<4aDpJ2Fzq}JT~7s&s0(wKjSN2(<7&|0HGVSet*VT8V1Gmm%ROw7ulJ^lI>8d)Wd
zT*o6xk&B2AH*a#gSJE*pzA=U9+ZV7}WNQ#C2Pgnfi`!}_K7}r`JWcQr#qn*g6js!p
zrgzL(Hi&(^CC>O#mE&{_6Ey_4BgXX-*G!uFGSKW3Fv(Ru*bSSTw@rJdhgL!!n5L4p
zaQ?^Z{^G12Vc^v6f27Q%x8h`o`d{v2&WBV9I>4AA*QQ5ycr<lag^>q)hOWYL?1xih
zsqtB4(j`pfQ-$t`ctl98l38vp(2?*J9N%e-CHQciYimst{q)B}9@CVr;`(Z(v--)q
zLuIQLTdz&wgn=A0%OZD~;841r5dwWOXepsS3dUp)Y#1QmfT*mH0kG#P?&)7NUe5my
z{p)h2zYFDsZ9r9Zc?xb~mIZ1Ss+jmHZg3|uq4T<j%_%8KaH20FGmn5U0SRS?$L+ZI
zzEz<8ccd>v0MAZs{oQR4(k-vORJe@qvlGIGBd2_@%bv*jJ$C=_DmnRfW_)tKp(Llq
zs_zP_+Suf>N*>zyX^V!GXPYi%V_5hbZ`XREncOefc2i}!$GJw|5@jAPlln>j@nqKA
z%?i7!r!~BzqZ9z|Td30Xy1`5DUW$g|743W%N4%Ho!gTF0Fe;aOewgTbt=hCPCzfxA
zr10zxL9oOSeeO<YrEV{~U!w6J|0=J$Yc$>s=wsqh#^v4Wp1UU|diObRHg4VbQ-)hW
zd-133V+o`bX?$l>7b}BAY<kyVxT51~!x+zZH3w&U57!c)Kj94qx^vej@Y=W%=VG_K
z3Env|2rOSGNtff_Ttr?L<6s*bbT|0DGksL0l7aHjMV4r4ZeFwb_6{%L_q&v-BiMf8
zmd(YfOX!^QyusNpDUabKl<8)`7md&PKoAR!%SBaX;;6oIj87-9><ZpcVbib+0&pLF
zB_F))1zF9W%@`c(xQ8U!ZDiQ!dR<*#NZoB`xqEvoPiqF{*PK*}fj6KgL?`2A{D*qs
zd|f*g>!udrryuCyf$f6wph5P|%%a~H-aLRrn*W+Ddx3I+d-&|)*mm(Tmh5G}Akbmk
zDpc9Nw`%Ut6t14NBd7o5-!{Ei0Hp_LId+%<*(@gNYwQ>DEbDLD0A25K&Cni5H`#u-
zJrqDZtVFx2^2PhrAqgPcey~5BAf@E*{rcJ-yzwplY<>oH*=gFVN`eP-7|vanW_DWu
z9gc^us`1Q1M^)1$R>0CWYiYwH6yK9FKN?ane^io)aAV^yO+r2nLfv4H3&Y@K)->O?
zH~314zBiNcP2+VAaJ)SZHz|`codzp@3$M`fGF(H0ar|4V@pF23f0!hL=Fid{Nv4UZ
z(*o{RM5WVG^!OJhAV|(Zl&21?rZrNiOykX}6-sn{-DCDLh8mYp=2vtLB`!U*0D^b=
z&o2ZGb#8)m+}go{(E_Rk8k2R-XchY5&Q<khihUzSc@Wc`Z=v!^xGIAQXxv`c*|EB=
z>kT4wyf0>hc37OgiT$1+lIaR1y@1i}(`%Ir{bYZ@sEh5fjV@yWD1>k2=3Om#;G}&%
zOzQ5|GlDpcA!?^dW*^mQd$I@*!^+Y!L^GoV<l)hBU%I(cspby1Wl3+j1j5A-86dgX
ztG!V%h-a0kYhPci=jHLv$EwRqOpNG0qcU+Zq&bClShO%>qa{3h4UM~6{j59t#p4T>
z<-b_mvcOts+rE>L&p^1(&fQEkLC<+UcJw-`>Nu+62e|Jv-jl@((*qDO2(?{b$W-z<
zvh1o-J|VyDihf1yL2|@JTy1?(wRtA+OMPkbh1eJRQf|l!nlT1mk3{=1JB+!L<A+oj
z*)Fq1uB8dJgB}YWo!EQ7xK;<bY%_!uZ$BgbI6Ddv&!w#^+!Ega+eV)*Xq2mW_hYJU
zHUeWT>YkR5$x!URZi8=}UW>5ncY%R6W&s=T?8l;Wl4H?bowsjLIu{u9nO7cLoR9Cd
zGUzs*!nIH@@55fW7+QTAKU!6<-Xc{IN$;A#nGxp9iTEdX_xPKa3*$0sdEIh)mAE{-
z_}is`F5&y{HYQcn91mTe6e|T)xVi_yy7_7~*6pXhUZ<n>@V1u}m4T7uMn07Rsjguo
zQ#ysm_x$uqEN>A;BZo-~XX8np<2J`1syV4)w-Q-5&QvY|R#sD!?#wq?v>*=jygFqG
zvfSE$t~w?_)!MV=;Y8;n@W2sM{l&>kuM+FIdxrV_iOF4fFI=eo7oD8H{jrMOf&gL)
z@8J3hpyQz}t<=VN_TX@bE|+oB3-uc@!GxT<O$+BK*BgoLHYggeS;_@48em&I#5=6}
z!DnF8q3>4zB8q!e)18FlIjVWWlMBWk_q`}C=@6OEsePBZ+>5I#PO}0oIa-*Jl{vez
zn`$+Wa#P(Un=r>-LPLX^E7iT=;7ju%vfE)%cLFaED?oacDil<5CFS@Ii9uwHiJM5c
zu3GE_qFNd>+|sH>dCo+1`dDxJG$X9SZ_*(_Nre%v*seHiT1pl9vu$B{qMoianlf_i
z@9@76d9V|>p6oK+=#seJUfx}M))0}np0Cg~xtr&#C@RIw%%PH6U|@i-4`2R9x)+rs
zsum8<8_ouJS676)Ij-n+>h0$1{ek6!ItH}LR*ZK0$BMGt-OFbmm1tm>_y2LGW3Yk@
zxJPn}z5h-uPu;<ZWxD8NXVoP;xcc|h=Wf1rbyDlBZq2xHXL4-JWB0^a48-PImDCwR
zY)#iHV5J79ssDiR8uUI(WX1jJqeI>6Ej_?JtDI;*(Z$L=bD;NxseaLq(57}jTuj%)
z<~NMB>HH9aC3><qXTRE8F(`0%somtcG<U|Ioky4C{<B1r4wlJ8!fxBzEgA03e<xZ8
zh@p`2yRSn&ztqE5F%|^WF8}Ph|14A|ucgC%PBseN_q^~{CdkIRB55M)`W%$01}-?k
zb#+y(+i3}S2V4aJPa9^T8Lp@v&cXap6!&zzJVDkf$X(08LgPJeMn=0k>DXj7X3{Qo
z+pR@`n<xRl$D$yTEbs608@e2dN`)2wO;#PvTEp=f$Kc(d9TNtHmV1fbj{J%TvE(as
zzTJQXbg4Qx@*6^`BDJzcf%Hi-tJ}Osh(3Mfb$T>4{53=*BQes%Lb+xtxcaXLUWABm
zuxPcjn6n}rVsJF7iGE*4{Yob%6?VXK(4O}Z_RNrv>eV_$zdfVruDD5495+K!GJa(K
ztfsJzFLvM4)sxNz{gtMnPw^vPcc#g&1#VjK<>-Zh08er&+`ezo%;X<pr@Ka-7Nfwt
zCAvFLYb3Hn2i8E2#SSeU+M}tsF^2E`qiS*!mFHSyR5UzEjgQQtPEr$3=|hrc9MUdh
z;oU|7?>(K;HQ3TLLe+!7o(_=wUo9?KE{)ivw5J)?jo-&Z1E+G_6k8_w*?2rQFgzJa
zZgxfkjAo8p=C%3L+Qkxi^DzR9pibkgOo@@el)<Flx+jLNLq_j3F#GR^0zPmeSUdn0
z7&?ZN`+ZpYXQ^=xRw@0VM4qE}-62l%EF4;byppeDXg-oiVC=;nZm6f6yWi^}Ox3QE
z7X(9Pq0Z8zc}e*VyE00q=W~=-d6483OC9Y`ho1W0qdIPC-6?*bF#Tr$az-Wqzvqig
zEljRFetMCgzs{XZL56JeM}`;%(1g8mb6?RnbkVPEYg&Jafb;ZR0dcO*Qnyq(S;}Ce
z{^b}NnbDu+&+CmZm}$f$LlG%tRU)ruqQ2#t3iybJ;r%K0De?9(oSe}e|E+3Td2<D<
zLi*d5{-@fWC(nO80g-2~u}z(!FYVV4v266$ilpL0W{_3#Kx=%1)7DeXQ=K39BZ4C4
zMpx!bZV;=4LurQ;YvW!XMR{yv&Xay9O@yyoWL>FQrPYL|{{G@eydQ1*sJ3byObm3o
z`Z6B)*$Tor7&u;Lx$<1n2T_UxW=CAx6&$ll6`eBX?@A&`JlEt0L%Uf1q&)fHiO-21
z`EY{h5%&Y15vE%#s`lhRuH>FoiiQkrY$!$XqB4HR9K80$LpDT^Q(mH$SQPIOH`<L?
z#T01Ddx?B0hF2Yw6(e1fG&q2n`Bo4AHRjL+m`AwOV+n{IM<XYqpiaZOM%?W|rd{l6
z#-dE2+IumgI+5RwwN(4rMb>E{UuADGy#KuSS!M3nDn$9oyOovn<~6Z+4o0_+fn|!c
z2Y&SG92AC)?XVc^P{|mGDs6Vfm4+PIFPf-xV#yInr4W=ifySW-{H741k%2x;^IoG=
zBwXdcq!OIA`*(WsLd44mMd9xSDN6Rp2b0r6iX_6NzAJRK@YD5#%Cbo0{~EDPis~MK
za!QZ3ibpc!oPh6g{B;qPttbeoG#Cr^ds9<+Oi|p6i8X{9M}AiN$?Crr8KInsYh5>$
zBdmfM9~!<*xQg;9^f0TS*8R%B(qti##mio$#@k76?Yd^$(S6old@M8P<G^RAi4Y6@
z{^ApTq2o>-J)XbFj#LjJ?(-IKwt{#}yWZ05=Bgf~nB8)bn=I|SqwitW`*6D<sj+rO
zBLt(cHYLnENbsNXs^y-&T)}e*p7>941pLpUv6BX%gyZJsrHc1$Of2Y^QX2_PrXt;8
z1zYY4+2ir2K^%FsW#CVD5ndn1^F*xz^d$9_A=ocU&80A6-(T`iCX8Rm?A}R#GRO2P
zH3O$8zKJfwa+G|+wX8!8ee?QUqt!5wqTh1os<l1{1#Q#M#CCj%voUL)!YqCjoi#4n
zZ)w;Bqk3yem|?eAvDIpsy7GA0jaYrzRgX+5eXC4~Uz%4Bw>vD&;YM_Vv^#f*jmfML
zUeJI3`S?%J_#Xzkq8D5|`%oFfM`<z_KT5#6_kUbh_2VnPpF|ex4g2AWojc5}r!UbN
zBW`F|E<uNqCO>JPrSFhKA~NTrOGA^2W4A!9FQmwbGaCJoF(hj#yB9U&s+~JqDhV0J
zk=IR0N~2_q!29NB`3fb6SZTQpN~R(c9*#wi7v!ak)pXf3*%*VpKY1bkIxca}G&A2(
z?o?Mqrg~z2R8)eRU)1&Y%TeWwf|!}UpJ>Rw#UM#=I(M5SThxo+*%0n_O1@I)nj(!p
zh!`sCWQqj$#38FcR~QSQ8JZ*c%QF7UUooepJ@K_j!^w=S5!&6Tq#jw&wW?Yq2q(Xe
zF!Dg*wZ2%^l%=dx$CKKK_jl@alFv+<&d{Q2WMjY`XK3?f&^1YwkoY_!8w)@V<Li9Z
zRGom3Q-mxHWlu$jtSt_kR#$)ezEyu9Do||<pb<KaiRVsyyGfM-2^L1l9qSPEe?y0(
z`4!NJO}*-4mluT!fwZM^0>+U*uSsgBXfgf}M*pn@{7;GK<-~J~4-g`|67CF9C4U`8
zSZ?(+HqAjlQ8B}>;UCk4?UiF!!Nw>;?72CWyda>6T>mzDe4kRoc;p9k3m*uHrpR5C
z{|WKz4|*s#uQ>#e*(WhX^3E<QS3N$H2@i`kw*AN82TMH>_`7f6^hpoWptM!DMp6n!
z<EqE(4AI{(2?X$3d%P)>TC%{CtN1px0=Ddy_`!McRbgi-gEQG~C{bROX?F;LMJ#F~
z1?=~8q5hLjhJe(x?J5sy%-7y<<C(WF7XLQRJ;?Q5B|u&>tN#d`D}wZq0a0X=Q4!~(
z)%nI<a)1upJgc0a9ES|yHJODzyF-C7T{ho7_p#|ulDWTKjDHze@-sO5IFC$aEz?-+
zf?`FJr4Yi9CG8tec!4TII2B-;USs4-T?#T}nKdlTdnqBS6teHvRjb`tg7e($No4I9
zGS`QOsgY6q7@eYI52Sb2IgKV_-VyBnsl&{%yy-i*FEi|Dp>K<YgBq(T-mA|xkdeN(
z3_W*Mlj5bz*p;egWbP{$ZJ<Y65eF~gBX@>!@Y2&VUx-ge==T!bZ|#HE1GV#Dp8wEC
zUeZsP|K;lcCGvcxz<OhEoaP75M7x>CfEVK6sOry(W7D)j=kc!5Kw>a*X<4sUzO60u
znSN<iscDuBcJHSiU2_sD^wJ&@UcS;U=?;Q(RO}Z5%vsY|B$h({L;~vN9mFy;OA_ii
zQQ0N$s8Gh~HTwajul0YGUQvF{&;gC<>3EtknwDGzC17w82WLm*kFQ=Vf2YUsvRm{0
zdDH>Ys300couedTJbJ(Ds)O&cq~066=hEkh#I6_pV|^}qK1kN)9rfR20T<mqKMc$K
zyL9y*z6g(}A0i+_66CqPneC`Mc4FboACHYnRfMCJPF=%?*6o0Wk>wkFu5I7)`y!2<
z6%Yt?d1DYpUWUg>M4;Q|oP9GwN>zPzS$<bGPTK99z5JqcqB!u-WXyM0KBW4%+;Zk|
zWi5q70fFl&<q;3I?gs6X6la#BZiWjjPm^gOQ4IAT1CU8m2-8<rBT+?1Bwg^OOJIA`
z0M@3s!4)RYcRW2}%x=r(+KqT}R-ZDHu(6eOpJs~~xtdawUzIE^b$B#4Sdf;FeRT;f
z!3+<K^#x+?@c(zy!3IDzEG#nncN17<LUFBMz>-;DGIWbcqtsSY$XB8tc5&L)5NXAf
z=A|}D-1%{>#@upYuU9MPY3B%!V~syGvGEJ7TyjL#vc<ZW5y$u5OvQAn2xAnN_^0$y
z{r*0INe~o)8y>(pQmb?td-*QRWRH?Ij*f$}<nyTTv6^pOQblSz+AO-Iq2`tcxuPwa
z#-LL%MGgm2lLOp(n9Hv-IW$>f<TZAh12R|Bs9~>ja6v}=jlOGu$3i!67+$dJL06A2
znnQSn@l;T2r0MZ2{6O6-0$AZTPT-C(xoy&fH7QSKV~lzu1)BQ^Z1f-j{?RM{<I)wP
z9w{Js!aM1|54{)l+ln1C%Ld38#t-3|)fu_vBDO21k36PhlT#mjviW6<sDyzfE<<vh
zc*Czy2B%UYO-d^HjoUFo>QgLSeH5QJ8I}d>B$nagef^k&qWa9mQm>8Dtxl^IWVsQ8
zZVzRe*z_FMUm~#^*RGkV=X37k;AL6i`nIG!$tRH!qm8ar>Bs}M1Nc|2o{u&@P1`;f
z$+$>E$FX^V64)xfp^f#rJ5zdPT)lr#Ez98$->?!)u}f>Tro+WseLQBANLR!q4(0#5
zw?7ir${WDW>3=ZfCHSg7<$sA>3h47pQ6;I!Er9J;Cf`@&!dBF*!o6R!cCJq4pN}Z{
zCoA46RJP!ezE{K4#uFrvJJp1GMC1CQGcpU5Jma6-n*d=I`Ch%1EE4~1YcAO&^v)sf
z*Uz;`n(X;-7Ox5UgdrtK`|-o(K}LN$m1$;n&+=a_fWTAkOGSY55Q@#}qsSz!U4Ll%
zqevfBQxcA1!xdbJNd;jX7ZmgGM~+h8x?b>5`j8V2cBGmG-zIx*+cN&f8Qy)?gp1FA
zfP>-J=l_6ve|U5$l8NVae3YdZ1K_!D(rv$6v!PoWw7^-ntZuU$k#bxC=7sD^`uuvL
zG{c;oV&WRl$2kEX`3*;WWyY~7m^~ttiUNvNT5p+{GSz`j->uLu*GRQ~kg+`5PJ04P
z1KI?*%0o>%C>yNmi7ic$GnLI=LEdDbKHH9|-nb;di^gIN95o_H!-4hY#w9GLxI^5L
z0+xJ67mI?mt#)aux?ifEex+CkwKEa1;!#B4$)a-EnmR^pO?D{I%s&1jr`L=9x5jZF
zw*J7tKXr+SarM(2MaeX^$l4@|7oAf*UYWY_Q6FvDcC{9fBPo)RBGeR(LM2AoaSF$x
zal{45w+&-`sX!YvBA60HIP^uYR6UQjmrNqG2?UzTSDVwGRP?89flISPjC!?hw19!d
zdHZP?j^PeY9`eXVqedUQVjwJ9iT%A<uSO!;XYIUm3JubPd)EvYaM)e8T#{E?x~<qc
z%9Q49ZM)>s0I2(d2bg~#!?_xHKgmO9<UdrWMZW*q3*tV;#Ai%(ZVlyLF4LZGKN81^
zd;F5($GSMk*nHx6t*4_nB!XkG#o{!1!;Lt_^}V~qg_BID-&T@@Y9rza(vPxHg<Axq
zf#bKPMR0NyJnfdBstRI<FA4LfVY+zrY7N1*Nl%Vf9rf@y1=}1jz9$E8R`RicxL8=0
zo+XP<Gu(LfQ0s%XBthKnDry8&BuqYWxmEN8F;4(ZI{Ytyq%i*2wCQtulpJ*@ZP;G!
z-$ZgRW#9YPznb0e=lVWhf5F?b_&@_epnM!-<k~25o_T02o}TmB+kLP2xYvl_kaek7
z4h^^9t1Tn0J=OfK`Ih*FcdX;umc54EiZVKw*zj!`gOT1(!y3jlTulx`L|s~*{x|DU
zaVl4s9e^XfH4{lhpioIBa<%w#tVAW*#vHpKKj}8R-{pZUSes8_=}tTC9oDs6tJKo;
zZMPKR^tB@_zPRDWDj~DnDiE&{{~$4fXh(h$f1g#1Orz;&%IaR47TAxzbe76_tiRSL
zulrvL8+=Ru6AEBb!ssyXCSR2-VfAQ1MsOhP^n$qZ+D~XQd~qq?#2&n(RKqr_egAHP
z0V3?mI&y$N`U^s@z@2n{q0P_}hPbox<@`s=iWW<=J}33fvkD)E%I7H@4N@0L$+9~7
zP3ZzyMsH*howWKGatNx$5%c>p4IQ)7hH~vuO@#8~`!PW|^Vga#Nang*+%Co8E~4rY
z-=LT?nb=8RA8K-`H0M_=Cc878SEL@sYi0I$3>uBrH=Xc_TzE_KQO*w{7UTYd0vvVt
zh$zzSb?ASM1Muz?w>b$c9nASQ-@X}FF|30NLisqZPEz4(@OKCy;oCW&i41w~0h<Uy
z55NEJ0T#&f@w4Fet~_`%WMdfVG(w7)p9i>_&9~u_d?6~LII9;eppiHB6+mdbh$AVi
z``jh7aoLEDsSR(}k?ll8xGzRYc0tiee3ehA(N`G1h1}Ryp6mGlT8+`IN+IGcfi?9P
zoQvc{0&;Us=qrRVFf&etxPj~JsrQ6?FudW_MbCx<X;@UpEblxd*RU~p1Ew6<nc<0+
z*BC+TYSgJadv|gCl}lCkEHGGRz_N<$K#p(Kz{GPEi_h&~l5HO@3^6p_T1Y`D$w=Vi
z662~#jmxN{Z;mvawN~Qu_?wndg_ntprr1@JD{H{u=kGA|0oYydLVO_d1r)}t%oy<>
z0XyG%u1GXIDV1R(U&Us<ykVP@j7^u$dib(4j$MOEP8;oz^e@fcSG$z=Q>jR#Zj3=`
z%OP{?us&HU-D|i!Cf#r$2$-=C9e$hQaNu`HPDrq|-cWKdKD~eIG_xEWobc?`##LVe
z6F$F({A>jWl&CzjJ8ilQ?-%>7O*8;Lop3*fFcVUG)RV#mpJBjwm|@7rzPMTgDBc;I
zANYKOuRHf6z_JMuD;1fl^%UC%U}<j7wR&`S(*mpL^3V_MYdTV2z>k~%8fVYgc+3gH
zzF7=lh3i$5y%Vc_lkf(9@B48E*UoU06i0_Eb8;Ab@W5?)wd!X|lf!~%*Ud(!J?-QS
zJq)>wVIJPm+~|2>6%7z*JhbcsHQHfY+;=&{pAjG7(a*vM;=MeURab!D&@SMq>=9uy
zp3|kArUA)y-w`RjE{~~vlT@Sa7bgA`V)!U-B)>g6#+=)%ffb=m-SRMeydBQAmZ%rE
z!Y37q>X(l0RjY0L^~P-#!)|3&4@R%>LCoR&^|gVdtK?sAn)F}4rjWP-E+kGFeNmhR
z+9a1s8H22^v)jFa*zpmQ@{tFwfUnQ}O=CP6PyMd@f2TWG@+J2L+7@<2CNZW{uN}T_
zhpYXPM2a95Ri*?AZ3)vnARVA-i@C__!=W!1<dvxdB0J$LH}R+dX{90`&kg`76K<aJ
z(M#Xb$;ca?>{xDvT|%nYhGh&VD3T~iU)EKvv(@iBBEeZiuwnR@1)MXiUEK5D+IMHk
zCV%EAf*ag9(TD$`tO0`5VpT{s4Z1=S+01^Z>bPF*%QdigU3XUk#7G<DfQ=^@Y}T>6
z&I#qq@LAO(_;^bQselksM{A%+vX|qvAMuno#-GM1>Yd}1%1-#eM9}@f#3zda;&=L=
zR%4a(Ca{LHWEiAk3#i~T*j2eylxc^{qL{;J{(ZA})0xYFWiia*RuNH*U21Z$>F-t?
znC?aJee_=mVoI_-4>*y5w`A-6o7@F9Z41a6@U|YU^EJPEn2{jltY9h~;P5;K1mC|6
z-)u;0^S$zQ(V@6-T=XW;b0?j6{{Y@24>4T<w|HK%p@ZO~67l)}HYyRMn^Ac4bGPN;
zTNe}-E4cRO?e|{+xGz?Gr<>>zP<NYNV^422Nk#=^04SBT1K3Ph?yN8x!S;HN?Xk{c
zsq_GXweJ{Us5w`5(^*8juMCN(1WUe~DF#N}E4?vcKFf?X^feY#ZGWa(rN;J%)&??J
zU9U@}La6u$EBA4q1|7gS+tzsO2!3CJkmRZ5(p?BcrQNjPw}SQ<a*1~uWXbM6HV$?c
z-RZ%l)dT9M8d7~mUYbt7ftL%shAH4LB)GnWifd*1<1_yl-&nY4Up`AMmQFtVoec#9
z37yUh&E6>2Xz~TMc3afx(l)Wib~z19*)^oe6B*Hwn;%JUNX&9Ppxa#i3s{A2(}C(f
zlMa_<-Q!6e$9Ru2!1|x=9B9hb4%SP&g7<d`Rq)$3pK^MVb$gr$pTux-g6jX7L=&2K
zbMHZ1xI77p-i8~)hKT^bJA43RVlE9;^;bSZObBvc%nKg=po)L!@UUXhYIdE3qdiW>
z8u-{mF#L-pu6lxXr=2u!TZI$8-V0*airbSm6lsl~?(oabQP&{y=&l_QajPZG^u!Rw
zyQ0E_v*aW$xBlMVHwjhwnpL({+RooD|6gNg9Tw%<wtE)_(hRADz|bu%EjUAWH_{E#
z4JtKscS)Ckbc523bc50%Al<MZ!gsCp?f2Wq{&$XndG6=#^SaL8HC)^cnC)GTehrqT
zrNERvtBeaMnvJny+}JD>0$5o`FbBJ_&A6#b9r}Eapc)}VjZZT$K!%K%6;G8F(_*oR
z@{9C%=wWSjlSXr`bXA#cjD6ptGzeN1RLH;6s(F75r$CCLOl&2gOYy@2Re8tQNNTIh
z_-22UJqnGQ^<AmLO=FF&G?v#}_ym&ty{n-Jo$~b?jF74JjCRYTXN7O7KS*<Mu(`;U
zvJ#cZiasc056;bgZ!colLqm<()VI0Rm5|>l_w`(ZUC}8yu)cL+x7oZl&xF@X2o>D?
z5)p1c{P52D0oZ=;tshdc&ap6dv}TewXN*pcleEQ+EFQ5x)$7_;8g^fRQ1Hr~1Ms-)
zrXM54G@fm6FSZBkr*E>4ZvC-_(0HOgpYr_n(V)2gtpCJ%+G>kVCHx2ldNZGhpLjYi
zo$k0D9{~n+Qnb{ImTR6CJ|s(>?zB3LK_ILaRJm8<w!09$zd}!z-f)bkK54Vo;Xs=1
zy5pMd1ujm6X1hu7Bhn7NxXr%MquJ@Q-<IYE+y-a%^L2F^sQj0Cmqm>WWmypzAw-V7
za{@n_s@|Ql&7U`Dw3wNiHg2Dp$YO0(PD|-^SfZ|k@H#XR|Hfsw_))uaS*iLN3)n-n
zT`y;4u_Wg#a@cJL7ef?7z(CmTCg}QravKPO0g*MvfOM9|cda+c3$YXw9|7lvhSSw9
z;M~x=<~puV9rz#4jn9lJr+^dsKuJ?`ea4n=Qb~W}%Lm*fPcVr0Y;Auv`M4~eMH{fY
z)v)x}uV=;172U?=n6^Tge>d;*Lm{C&XX&p38bn;{jdJFrn(@*SK;se9A`~ogjatg%
zPsKeVjfGY}gIo+_aZH0{wm&5v!e|58nvXo6EPWArmSE;>T1zC(4S~<^XEyl^VxAd$
z+LyKs%ob|aOoBZslsOtL-&x%cd-}xixFqoziP~Z%Le)DRM~f&0oGjN&jK9^IU-JA8
z3nU2S*<CxPfr~*rp5fnL<=`I~(Fc7z+L>Ps=#ifGyhhM>_~Cxc%W}8^pOE0ar)L{3
zk2c}S6V7x#V>{oQI)CwFEVMKW_MliAc$J+ok$mo7zrjm5oebjU48)b$b>&xV;+-FD
zvALam@<L5I$y-Fr&5U@P<h1Y&{>8~))74?kb08vEYIkFz0^Cx-_r3z(b86l_R}D<E
zTlfo}=+)1k!dfpwhh)PMZ~VqVo^pFE$$)MZYF;n0)TLi37Deo%MQ){c&hKTDVNT0$
z+2!P)2|a<&ClYxW>N)cpdeH8EI-=4?9yiP~%#~TSZ2VX1MJHolWI5G09MF@MR8&x!
zDj5byCtexstKnu6*Ei3$;RLUZ@|;jYW)imN)0e?G#JsOV-6vuI$@S3rlwDYf9O`74
zX=(gsmIQ2$5R9*_Ha_Mm=se)^nXHKyqq1cMC!SZ`W4NX19R}i0z&IJr@p+{;iEUty
z5L-C$G1=Mi$C({vM+K=z_qQ20HXxSANfDjN^y$q%b<YlBaBoUEg&=?x&|yoY52!>m
z@rpuzly=(a?UwOL>a&%f??O8!Qek6QK73<|&*q4Kt|BG{L=GuKj7I;<HZ?cdV5wP0
z^w2YsJjTeuuH`VJNegUeNA(^Q!X095U7cococR2)`Y3}@S&1J=7O>?)qJ5eX(GnOz
z*2)P2&(+GCu2oX8i4oDk4_qFQ;hNakhX`6tKbdi2caj#6OcyBS4EE9=byLS8`1{wx
zVMzPpTm{4$&B@S5br1-B7&nzo&D)9Y66h3;67l^kYLhfq<j<ITdz<D2>^UHG%zxfe
zJ36t6!r1S#-){DsFuhNBeJK%<+6jin`m%dY-KYq;`y6|clGzWWF<HgvR@#~uV1a^J
ziqUo$3+J87mWGPt233G4I$|qEP1uCIt32B#s~=klX_&sAoS918`g#%KZ~P|EngJg&
z6%}mYvCmP3r`!aE399#%1uhf_@mgcUSvx*j;UkyL6egZY5^w+VOLKs{v_Z_RlkJi3
zekra9DTn_?Z1!3hJx3lvv_un4>Y!VYD0!N>(CCzc|1#BQ7>_D-ExVsV!S_g{!I#6e
zu|5P`=#%cM750Y<)UojCG6}jHPYz1OCt(pbF5=|fGe19(j>12?4M{M;o|eJi=qrDc
zaBn~ON7T~>8QlCUPr^GpSLmoNZ(0-zM}sX~Ypbcc#u>lXxr#@xO(Ae7QOu8vkekw^
zVE44=r-|shd{q~*MVY=vwr}>b_S!LAP@_lL+-B}352wGOo%$5)2Vbpgjz?~xBNh+F
ze79r8#?4|EQuyGEz2sB4@5~*?T+^>U;P|xqTEFXnH2Nr$UA+Ck&kv>VjmnHQ*C_uQ
z;pZS{gmBqOFrU6vX%FQaQNtzn0B`URm8)AWe50zU?F+?>aOKsv>v?hEV%|ALY_Y}G
z8qzCHxWXWL|02oT?Su14Kl7y5y+nMEb1N1CyiFa%DDp>9bPMoo<mPS~Hk760k~LJO
zEZwqrhN=`OY@t-*^u4HkKZhS~z6n&Js4OQ5iqlR|0pqBvB*@q+#<xaCm>6bJYoZsL
zT^nfzz6{6c63H8tfYSCBP%VM8Vb5o~d?GheabtMu1I&_Fb?rLrq?@0Hi5D#4)VxWS
zFfdoZhn`Vke+20)QIsQFV{^pd&qrjcVP}}AvA|E%cr$SD)m5WH;RXo07JBtjH{L)0
zWwD@E#)B@Tg|7W1iw1lcv`yyc_lzG9B!vx#H?eT<Wc_FLeBr$RbQgpG#y8%7jr`w&
z?nf$=f{Foo+RtV+gv%OA;zT%Mp3e$(9!@tyLu*B-K^j>3Ppx~x4`6bTGzpNHLt0)s
zUY1CHW$!TVH5yd@;h5gCVdX=Mg(6wm3=-BXl;HZ#CpxU7=1S9G{VZ^7aY($<I3}k(
zJubt`x^k%*fkVNclW#58X9I~c;pdw}X%#a}i1pjS2xSUUNJh-Q16Jzs%j(m*HGO(|
zk#EX;cae;qPe{zusxxHg62J9I-T97Z9as_beL_x|Qi90#^^Xdr>+J{rHE;UXq=1k$
zA-L$Hg#^t2Z+s2zt>*FUGsqC_e*L?f?dZS<_bTJvH=KeErMo1Nuo!I_IjO}J5pt_9
zhL%`fj@tb-u%ZV3>DrYaUHX-5ii%vBtO@~JDU2OgM$4Q0G)O-g0b?K0gh4!-x<SZ?
zPKK%hj>P&GiMLkvQ3Rg1xs5srqJ<7aNV*io&tY>x`d3&#SJH9tB}g8uXl1xX$%&$x
zZ(-(lYU9NrPLx6gdpGs<dIdCu`EZ@~dRp7!5r#Cx>7c#7{(Q=*{6j*c3w+&WMuD`n
zfpM#wfnb4F3;Q1ZAivU%J`r1ino(v;&OPR=-*9j{4n44lf!qmc!MoOe5sLfw82C^o
z@kcTiL)C&Th@0APC1@}ki4_XJy-MVGa~9^4_1D(*0coS1m8h3!yKY5aityz{w5X7V
zY)-Zhh}&B&xpA4f%RPwiK#}c{XdvAn@;Z8ZD>FF>I{GH~#WV&Na<dxo@NZL9ea)e3
z=FHcx5jiAAm_*s-nLN+~$G#c+x53M5ewT|>s6*FA`9}LC_iNPL7Yz#MB08(Gi8m`1
zA%YoGF}WPYED-@s35(~<%9W;MsttoHD-A(0YZ2s17MV4&E?BooQ8LE23FDkk@(2Ir
z_#yCuz5J7=lJ#;ga~j>R=K}#>+S)?NgzcB8+=|lHGC>h)MfKkAFf))p5B+2@E5AH6
ztyG7axG16g%_4cGUQD^lVvZH4eHTSTlCse-tn_QxdS51nM3VUA40ySbhxD^oO|0p0
zmKedZPet5Oyn3d40#<Vgy$!sqKYdl%Bx29#PPI2*`jWsyrJOVKyysJxqT@wsz57eD
zaUa!CIi0bCG#U%j!c<njnw7I{C<ct}7fSU03gesVlJA4i@IbSe=c`LXDH#ggbV=`W
z`S09&<RAa;!rK_%?Yt%r6paX|e6_AX_Lo6QcY*NR&+}Z9ZSf+<gz?-mpHh)HsxcHP
zIte@9sXA0X@63A!wIfkvo^T3lj=@4D;chTBK}KkU5I@4Q$z{<A^xA`B_jFqKsFT$1
z!eQX3a^-`Ft(*&L+J=w=X%lOpS`<Bsxo6G`3z#O`n5Tls;QcQ`zI$!Ueeh!>A39QP
zoQc8wh}CH6xCxZBK@TuB$)Ug3BG@8HUoe`#hQ=sV0h`a>LtvNrXI%1j+qn;2+$yoR
zohYVnjTKocs%V*$g<${Pc4L7kK4oNPA$p?~HC;*x0_%VipHraMGy2$@&L(K40;d@Z
z^nnxul6`vE`5t{?I;>5%Z>D1*wjD3#_0Gm8sRPvr(?O{~%_LO_qU3VTquxAmk@Z%b
zdGmZMeoFKQemH{}>yFWo7!9O^7A<q}hNf>bKY&&q#JRn$@YN7e)opnb;uZ)uc0!w)
zFFS8$fq*|Dbd-zS9b6yhrkluaE_d;{AI=88XQ|n@*5KK`>z(fZ4C4Kto#%GZiTko&
zCT;g;h~5h79dCnQx&r1SK|EY;jM&;_8>&Z1zrHrw9StK>(w}OwHKgYUM12H1AMs3P
zdkL`)>5C(5=&vp)kTsgJet?U?4)2f8N9PC=lxKRjp%UAE-Pmbkx`M+dPv7;z7L>re
zC}RO1vF^z>Tly7Bn&4YlB*9WZMNiN1jA)|NJN+_7Dg3Ze=H(t2l!Z?D!&Xb6N{Xvt
z_5$$~8R}=U-I$uv{SOArD^g{p4;7P}suwX-{HGkgKdJ1TxwR$T_TB&1nNdj+l@q!Z
zRAA*<Abw%cGj6k9L587MnGjE+*~%=D|5nx^^CuTY2u(=ym7NGe;)9||YZ0ODcd`y~
za*x-!6;Z2g@_*s0H;a&^(C^Yq_`dCtFgtiQ5G;YEYU4o@fRX6)4Abi!=X=Ht{b-ed
zr|~MUeFv1#t)~mWuBtm#*hmC?*h<7B=ut#>?<^=s9&$6~h4^(E`AGEVXPHHl25brw
zyr3}M`<(>wmh)`2>|)-<=YN_oiQ~b5<0lA}Sc(YKD3qUK`qz3xK?Kq{zTIW-gX%WO
z^+IKTGLyhI=)4K}_=#^r7hMIT40KC|WcTOA773JEmwW7_<%9E`{pmeS6lr-djUn{$
zCX0cBiW$r~8FANDCsNj<#<n#^=ltr;Ddv7Qt=P?p-R;&r3wkzK^LD{mRVdy+BYTH>
z9T2=D<I6jB^OVG2RL$;X&AvU1&<WI%4KNH|R6|~2tz)Fd#Z}ix!45!ICdwl5oGO>I
zs?35I>S_g^$9jc~K=MQ0I5Y|}T8NJJWbWW7I&>7~KK`H_bGeupVMC1@+w$rY#iG@2
z>k%C9PSNW=`r>oqJKs7JdXK&|DxWzpfgdEp-<>C&VNdH^TSsOG(0~uu(Eqc`O8ckF
zNMiKpr=y<oh>p^Bi&YCs_YKpAx5vqG8+Ajn;FQ>d3a029Ke0Iv3OllnzO!ak9KJ?W
zOf-E$Wgj7due4V~sYB+*hz~bvHo^mO!~On<Ixp*a9;0w0Cr{>Qg`>FQQ)w}68H(UY
ze`k7%;1&86Xuwb+EY$C{KC&UA&S+s2OprN*Ho7)Opwr#|6#fjOE2uibV{}2`bEa_2
z)X7+<jFcFsU2@cLRf4+RuA7mJWeL?=NpmYis!(n5RQ2+@W?inw6R?20RTjvki0hf;
zgx0#YA^|P6d;0fr`tI~B4~{TvZoUXoXIl4nZo{HodVupmbkso`#}S<OOC};*41myF
zlGT9ihtPlIIt$p-BhROquQSoR7rcs%7@zr;%Ah~EI@Bv_s3rM6<w}_wSKZ_7vTy0L
zXi<5llq%JM<;@?DjSWep-V##v;nEKTZ20IgtD61d4vAk4M~AoWU`sEhEFF(2|1}A8
zNrp@XS7ZZ819rT<E^*&uAGh}XU~5`Mo66pH&^+|v-4oxQhC7)=TB81aE(G+jiP`(L
zScOy&s;7rp)8^6FYIve=>7R<BWIEE_%tblWYsaI5rH@&iU~igAIU})N?v;Ql%}%a!
z_Da8PsneH}iboUDw);+o*)}-UJjZ2H;~=RXv@6{w2{uzIFon?jiGBht+dp|Re6mj2
zQxw&=DD(7jB+R*wc_;)BuqH|57zv+N)kj#7r9=;;+K`owC(t9Pjqeiffk0EO@!bYt
zmLDauh@3T)Ol#642=j1N_JjlJt*w|8wQh!@o!Q;t;J-{(VC%VWokG3Pq#YGGN6M*H
z?0V#>E!V5SJww=lfZWrLvQ9*!!Izan3N+soR=KDt^`=H1P4$R8<45FG6!QID0u6m(
z9V#H;hL9V$W8kOKY9OacAum&qJ7w7Lqy&mBP@BYU7WYPIdBQ%ToKg|vX%F3)996Cd
z0UDIW9G8QlRNO#JWxpCgO5xC>b;<-k3GYOsQ|q_O6i5z>ULgaUWBYz3Z+WHA7cB|-
zwF@px@p{cu5`UgcV6#xdxW8@6eHZvQ|8po9H~w?3`}<Ik71V2Rz?w$G!2C#Bc2}h3
z#md<tRB(;Nk5F3Uvr)DIz3hHnevP_CHC-BIb#;QisIbdoTXC!I7hKP$dG>pRrLyGj
zM3q14SD>N{TP;m^n24IAo-&;ZSU6al6U7Rc;gqatK)BtvXpG0(BC0qsbf0I7Af7Ig
z!xAQN#=c1E%!ecna-MvUh^IYJtyS^uL)ud{>#FM+36$f)$|S~z+^Bk-*+H<EwzsYL
zWBkKdUgB-GyhS?vF{0m`<E6R$oiFJ!b9NOoDx*>~OgjzI<q)&7DD6R^yNIl^xr|A3
zBN`Q!U23W^BQtJ)eL{LQ{LY{U&OVnC<deOZsfWQg+0QysUyDx=sj~S-iVERSsU-Z@
zDJs!g&r0x4Iv!hbV7+J$s47rTozA7bbR^u;{MsmP;72POUB<{o{}|GVPg&<l&0%(~
z98XIP`Z!oiQF8o1ojEoc6-Y0EyE)I?%9JkvGH-D~)A9L{ddT&XN35oc7(5gYpX2gp
zs3(9EzTpTZCM3WkuW_4<C*OR-^%s+&8FbFmv&{>wKkkoZjROU5#Ogqbh|{e*lN5ED
z{^>7mb~+c&wufj}!&IgF4t_-Jr?3{sc{R{2oyj@d)hW2~cXQ(S{JY}_a@y%iI@MCs
zt_a*0?!SDbUsTPH4{)bRr#?~ApDOPFMCzt;z_O;fw$Mh4%cynQ8^k&6aect1oKy?M
z1XaW9vM(=V=6Ou1nJ+6$9QmF56jNiNG;eRtq3EF*A#rX?KkERx>N+Lb%z2Ix_r&RL
z)8%G<!A?-RaZYmOdGjh7epL_5;_TQ1z{9enx?hG~pC6<WU335x8vFAt++*{Tm&L>7
zCZY2ef&7?*DXu|$r<q<9K}3_^W%zf3p=H|c=SB0prz=hK{5#Fsm!=!zzG(OpN=pEl
zEcGnVuL_IPNj%)A%!sktY-)ba&34dvRr+$YZxxM*Po@(6*5?wZQ3P^H8ILg^icF7n
z_^eg-Gn;4@A38`GI=!=Cm8_y%<vcX$T3q6~#kLJ2J*r+BQlC>l`8JY==C+wgsd!ZZ
zV4<chJ-uQ5uND_qlk64L6<xPDU5dN7B~B-b=C8Jsfq>t6G129E$MxYdJ#=i&<y;S9
zxAI&#$$gAzD<EjnY=B7~HTmEkVdgn&w-ai`qt0Hsl%6a4FgD{$QmUGq%tAu>Ypw(_
z0oh#tO^9J9b5AL4#AUvzMBZ;KirfI95hc-I(=96}34s4;q2<w&XohjMth0kkgh#-B
zVZ$(micmXZ<7qO~jfE_A`ZY$>arv^X+(*jU<?w}kyTuRNZ$?ydhu!qZfg$CSK=$})
z0e4ZFJdEnM8&mq!qonAN0Pt1)p&K}X>+r*9!FVVE(@DBjvO+#>#g2Svv;SgM(^_Kc
zX}_aY)6UiN)RU8xMao|gh~vzy$<7-v*`0MWg`a-it>3$WtDSA<8KoQ!s}3|UInFf$
zfj0C(fWS64GQtd4M9P}nun>fT@oYx1Q@QthIPS@7KtwNMD-55P7g)1JpE+Df%c-gN
zNMBr%gU^Oy`37;2m;nsidIqL2RQ6zEkx{7<pc^H^Lik)#3l+KVf`bo1yr(0-=%FhZ
zgMd%5tOa~$)T6l$ytTwr)K~rX0zl#rR!ai3<|!8IW-74DVlWg^4*1~!T;`1*Zi|~r
z4&f0lgPIm~shw^3PeSbH{H29YAKqmmr2|8WtJFb~6yyvbzDL2&*-W2;3bo2Uz}U?v
zlJZOwEzay@GPRquAS2Z!@i2B)%Y1WyTvVl{-_w6*tR=>DIW{3qrwW*AdPU;wxhn?V
z7|x*tTyKd@{?UvI<vERwBbBx__WM)%sdGipXR1)|{J-M*+&eUk?Nw`6qfLjN`BMaw
zq{I9T2>5uv3@h(HEMS{(9F*l3Z?Br|ZYJ#0HOs-tQ<DOVE^OjVKmDGkQ~yRkoHYVD
zM{g^ephYLuluc|ICNA?a=Flyt)@4!pR9_}qU||<5Iqt3EO9ZVgeN0{!AsJl%oYOf}
zW@XmG^|QrxE-aX807)2`NJd%N)Wjs2V`p~D4{c(q#kN1m(cc&#@}6srWMd+`1saA`
zzAAD~#KglNHxBfOj-E=loINY_yG?DP00Lb^U#^|NwTDL?YU*35SE-jBGq~4>R$wk5
z6~k<*+Tmtpd4GWsogsCdmwk!rb}7$`zcKIOx*O_Y)0BjCeK~f{aq%M*Qa+xdN0Z+#
z_1BG;>49p=ti!|p(~T1Tv#!hIS^oWKWn8zP2c+#=%(?(M?FQVL>V8x)KYOWfW>%ws
z*l7I?A$daNF8pItDx~r_C&}$M`}D!tPU80EaTBhl^C+Q>-%Wr<irb=t-N9`tjb194
zOXCRDf;k@X&KO+jc9F}wQ+v4}o%-&_m#rr;VgjjrDCgVUmH<o<!fJT%h0)_Dtde)S
zHN7vfI$GLwtnkiBmq~9U4>q-o@z>mfK8uFQT(+j^XGj0;jUUpJ$OkJXCt8M+JA{$<
zx`QKPgu7)mBG#U0U?m7ijXcs%|2@L$(HQk!jp0p)eQuFjOv{FUAWJnO18^}!F#hP>
zC1sQ|9`PX@znCOL+{%U4Wx-#S@r6U0^R$|jBp+{7)RzzQt$|Jwjm4C^46eLETwWn5
zSIIt_t#b}JRrVCFDRErWp~zc~yHLui%hNSI#@>WO7fsD~%h);5Vnh!111Y=!KikUO
zRIA2jHjLzw-hw2Z-iiu9grk5Cf2nFym+H3Fl6Y19Y_SQPt8fQ-(8LS_&YCdHZrRoA
z%s#-ed%A<aLy}(Xc8Zzd_@e!aTYs$*a?o91<tWnv#QuPQs6e7oMR(L`_pj4!=+s>t
zSF+~Hw+`?jzOru49Y|$|UO9HBMZ(tRTyv}}`mBIJU-5vt2n1kD1L-@O{%dpRhPAkN
zw%$%g*=Io7MXizD{3T0@>-Hg#j8Ig+z^Yx8iB9PF%i|`p_uI>?_}s#l<+`XEfKg6u
z?u4Wp?^$vK1V!MWTCI143U}S$(^Gspx3eskRw3g0^2YX*3qrzWxIP`Y4uv&3^iv9l
zJTsp)x(Uf?y#qpWduvGA+&e}rhK-djhi5S{dqY_TFWijBo*T`b42fHfjz;(Mu1-{f
zZ)n25FBbjR!aJ_)x1HsUdXws04t?+b0B~RPI=KVCWh0@?K5OW$<1~9X%+AiXQ*yo*
zDaBR&&}ZC8iU$Vs;5+=lX*<_&5}`if3GmNt+m=(4%L{hlu0&J$-ordR_TSj9G&&Au
zRn=mdkaj_+uptQgR+TP&VoCMjVE4@BPi^`AkWp~NJH%-Av>5NIw3Wn!$D`BUVsv;S
zCY)>b^<MQ1zY3mGXNiYx#_=-nkZe~VKPk%_!ca<Q?`2M3ICjB!OxFS)msmt%;Kj58
z%<8xlVdp|_ZodiX&<Og-Dx*Eka7Uh#=94ciC{Aaw)<rp|uf(Ilx5T9U-2QygEO|aV
zujPK2d_xyM=FU0O(zi{z`r-*t-QIhl5nSI=-Sm!z$P31croZ1&-3S4yn>3;4>n4we
z^uEHAF9XtNz2D%84hH?M_XYq|FP&yB;0bI8qV!4uN$)N^F3%39Y!-iuuk&(WW>*(W
zi(v3n{u(XMsZbpOmv!NzR#HoPZ){?=r98b%lJZWMMa9(V<<i7k*&7ri_wkpB=*H)!
zmhc|sljw{{(<=Ew38qPmjOkf5pAW(m+?|VZO8dAGG)}2OA$YV)OME5PzC@WihL^y}
zC|M$+c0!CySoE=&?4=00!Fs6nX(xsk`hDExE`1lGIj>89eRqsECLnFzz*TlaVYgx_
zld8cZ!Qliqj<ia5?6cczw4$)|Si;#>)8$I8D8{mpY^%jK=g=mGYX0Jym|uQ*B&H8H
z0wtza3lEI7G}~YjEv;9+bjcz3P(nnp$DG&GAd1d`#9uUEK$oI{%`y&}^)0b(G{De}
zzsMJ2V+vnB#XQ%TaQZS^W-4S5@2#3Ey1;&O!CjNO&A6~Z9s>eK_xHuS47~C~yHaBM
zn`;JO1B`~fEMli?#1UC@$ZXCvH|6ts4Ji=Jz)pxE#}SZ?cO`btevYErTA&s)D<aaC
z`6}O~#*ju#Au#LXle(9v*~q=GgiIZm?fpj-1~%T8X7VU*Ap3j^epe2nw)I&K4tu}n
z`$UjxEq+m$3-eSL!c>tK887?sFM0d+x3hcgS&9isY=kKE$NT~Gu;>(l5B1!=MhY?u
zz;&@Tg&$)OU(+D?d-}ezP#*3z%`22AV;DWe`kGVE`#%5;eC=_UG#+=+C_Lf*PtMo{
zTrrSXf0vfKUJsL@a;~1~7qDu#aa4t9w6duI5S=nuShSEElCp&=Yx;9CxTtrNi6`h8
zfG?CD$*ybsSpxH5>6$I|IGtZRU-*nb0a+9^G8=-mY7Z6_zw>#i@FWx+&<__EbM!+>
zB7QfaxTUz1LClGq%UT`(s-RkA-LgC!frJ=|nvK^oIfz4InLnf#+kaZ7l4Cas&nq)+
zYsuU!0#Q86O8x_?xjm=o-N^m_jPPg+-b6PXFi9}6JIQrHJF#pfK^mV8p=x7$gf0g<
z_+pJUZuIc+5|yeCm-0*VeL&sB@tbk#-$g%&x}nkkWTLqE3Uduoo#}^@KLxkzJlmu1
z{UE(zCdhCJvtnF*u+P5V_VUP^5D!!Tv7jVo*n}=l$+LV_HKjuBgskopgsS1r<${*}
zwxNDGw8pH_5uz^2i0y+F8*D6SBEd_YoXo=z$*8{QKI04H=r4T7ZnxUe|4sA~AF-b&
z{l#@ZQ*N)fw`jQBL5T70>j*){q9i+*QoK#+$XCZO3>n3Y=n&^<rJQVrGSSzPikaUP
zDY`sq)lIc<1HUCmVDw0=tN93P(pI4_j>)H0Q{}}C8GPX5QBY^kgU3M>V*g?gVXB=+
zh98_;7$%yo(U^{UnQPEU@;J)2g#3+CVm?Rj@gCO*iiXRCz}Xx%hN_?8&4U5?!T-~)
zc<au%8$<v>MMAGcEt({k`{Xbk#vu5UoG$Q`jwsFRIPvpnW-mdr_vv%-Jz>F9;P@6x
zLD(FpA_Tn1GfKIAHpFOwg6v{y+f;TfQHv4Qv$zpE1~PAYawai)N1ckRcm7d~T-I!_
zEc?E1Gm1B;u?RAGsDP{u4&@_JhT+p#6&5=b+nAkINP{{Z-^E38h)Wc(lqOh@!QH&<
z|Io0!Z?d`XKe^Sl7=gd|kGX&bL~`B=numxnqH7~iWcemM8lkq$_Q$do{q`c#-Wm0U
zxx@#Y0J>5-;i8QYiV_4qpVN4XzsRjMPrCB))G*-c<p}2m&OSu<nrbHfUUJI)3xO}_
ze8{-F{tQPoud<EY%Jx@XH9NaGL%cE@QthKoi2{Q(iLtk6eq=U6OhH*fQH0R#FhAJK
zpn76LeD0$#N2mJC-(nv<&hLlBy#_+#=qqdg?Ozi)!jG-l@;=_zjt4SKo3{So-_a_-
zrdM0~do>D!j>1(Oiby`{$j)RcJfZQrjSr`flArFJ+y7D2HUHI_cl|r&;?MbC<uwTo
z2?^BZsC}~-@<p=CDzNg#oRlK;ovKF?1jF6DAu$D?3~_O<tL#dxSvrM<`AVfvP8%5h
zfHiN0fluG>SSF8k<Nqu!07;W7vch!TVtJ^X3ape;^W=?7BGW@U4rTU?phQ-op75S%
z##-!1ue#_rl#Yl95@ia(J}KmiMEovun%J@Oi@MKoo64t*bs&W`pV$#8=022qx*aa4
zF=QnK#PGkHkX<6B?G=Vl`6W3yImC1`-y$V|Mf)Z!{Qe>$beyu5^Iz-5C%nRYAQzq)
zB$xJR0oVGyfssAN_;Zmga+4ZUi>HC4DF)-q`oS5mL|zl}9WV`M1oEmJ;^-pSS*u;?
zi)sjSm1>z4!8^P}F3?ikB!ej`bmYm<${Nqmj#9%{jD-t$C^vXlkAdMU(8B`B=4w<(
zk(VVCKJpvTh{g>QGj0Kc@&VW5&$n5f|C9fCJIC((oCc($aTqG@+kO%N2As_-hY6U@
z?D0_h2$-NEg0Y27yBG#+Q(`@K1jYpu)bk`pV*8fE8c>cLN|s(RaT)0&F(N>kkUNIe
zsXLP&8hZk-*bt)0rK()XZAa}$6rDfV?}&_AZ=)LbiA%!=nL&g7-$RXZlCqZLUvF;j
zC*5$Ls2SKUd|(N)O(xiTtcBj7s3tT8T1ip;RA+%Zw}ek3?1zG4W7sTzG3m?_*=YA0
z<~{LEG7OP9u1$8M4oSVYl&{1hf`;Yxj0oC}_fMC~%f*bbH6xN%vHo5e*Q8R7fb`UR
zXzV}V$lbzt3&{eVPEN4JXObo^eJoHjm@LE#tfgyomB(2kWy)6Y?%u>W7R!?xO-QTM
zz;3ObO>@$45OISSR`q%F{E$jlB>~5bb5u(ywYfGxFVQo5@9mP5)oqNb$vfGKZR)bC
zC&v)zrBCwrE;P`;DV?{^6xB)HVDV%PT!b|ukZ+xfBry^zbv7>{*KC-E-%EyOfulQH
zZJ5bM3Y4T1%2C2JDE0WhF%U8?gTwswE6Zq{YWyWdr<n!Lx`ex-aPH9dCwU=xvHxwI
z{rmTqUV(!cDMg8cMI#J2Fg0)z%t)W)Idn}!&7<3ET@Z2HQ9DF_M(QG}J){2geJ3O+
z6Un-6HtYEeU<=1K^mF>_oIkc5eHZOgr{GPCjerzbaQY?c2}9BpPbmgj)E}^{4Z+Re
z{MjW6nP|9|k?)=?!q3iI^HkIM4>@-d>aD1b!Wl-~V~NqkI(k5b3CvZQM8j5PC<QS}
zJky(yTnG>dN^Km@Q}m>kN8q(dlu@%~md~n*A*@zoL#pcrxC~D!QKj`w<Gg;4J-Jz!
z|6`5<*ijA+4@>_Uh1wH;0secn!vKj<YX-|5+EicAMbp(SXfO}K4AYVeD*F|ZSjdxE
zcoq^ZvY9<vnM@<IIHP|?1=jZ^+he7zM!CYSbhydG^SM5m$b&%bewt!_RS3+cfL8n9
zJNdoO4)Qla_MSTEjFp|1)~QQ4mnD_8+(^!!qhyhj#S<+2u^{F(enfPj98HR;Vq_;H
zJ(5j<PZu0puqkDHxo8Qp^mU@-#HU%L*|UPd{_f?T`!{;GRA#9QdpqC8Q2*mz1^>rn
zWF7Fdtdl)2=O?x<&43(46fGh*Ppn0biAMbUmyOWG*Ki3^3%Yq7;_q|Fm6p@_JiarK
z|7EbG1e#Jskq^Po^Y>b6A&ZvnP9)i)$qLaV>D_GGA=~VexZgkS(v5Fy&kydoHA{oI
zMU4(>=ky((HcdSYyjhEK15LkIZpxu>%(;1<?y+%izqGrk4%dEl`TLt!)#TLG9fr)P
zFM-XfYe@0N>wvPs;j+4QQ{W8bxAWrBQ85c97Rjw3VN@#&QDN}AkvY(KF9s^<i~F39
zflTnL<?vO;t1%-!puAjZr{-`<_40UVd3kxIg(^TI2lU(2_^YY%y43oW{DGb7mhT&Z
zK&6J8blDfegf$&N!5OX7OF;Pa+__}on!6sGCURZ-=?TET0KWss&%=D&qH62>h+EvU
zZgE$&Osnb2mp^FEd7_`&YTV-*V23dsuK2->2Y7{2-G&4(+e6Kbb5oDo{}?o^8f(_-
z_j9f`R`&hSh*TuQ*~K6r%xnFK#!=m2O1{;XqcP;t*)*vEjMjF)(LOi6u>lv`m_4aO
zM1?YkO|PdfAk*ovh-vh8cD-HW!N@fo{i}U5Dp?~0nb711lB!8fw3W_7^$iKLz1&_S
z$eOcOV$l44wAl@*A3*860=e%@4WseA6*O1`3Qt`C^&vbr7t{^;xQ{#dFNX&_Y%Hg*
zdSZ(k4l6rgYxm_Q$}Q&21_l8k*ANgBZk!zZtBjY$fcyjeH6_E)i(DWj?16q~L2*A?
z%e#aA>59IO7D<3L1j2e=@mQx0;kuIh1&|D!@=8bloVqah4llL}GamaqzS{53VI6+-
z_D;+4O}>^V2MTq>!F*B5+$d`<kGx>HfYNYztXyf4#H5D`BD6i2Q!jW2sAxOvCc<Es
zy*y>idjaFYb7m(IPq52oVcVWI@PvgILpfFh-HbpbJ37tE1Q>wznG;A}>;QH%pTHPO
z+Iz=A)^N+W4btX@V}ix=tMp^#nd_YRttw&JgH3fJlJsPUsiJH423mX$bL0Grp~^Nf
z;2sUjEwPp_1qb!Z2fGYC>|!O7+t){=!_iH9$+|#;+}K;d@SYNbyH#sTdc9hWg{zIQ
zuhgptzSIdE*l*MP@Dy^4t00{BknY$%y?*R8Gru2@MmxJG2@m}E`7Y-<W{&}m9pBY1
zFF>QZ?!U;Yn!TD3XKdO!zdF6%?W#=fS?=S|1mrWq5mjw%(`ilt&=ajxV0XKSkRCPG
z=;z;wOc8FnZW%tF;aE&L=W`p^1&C6O=g9-xWydP2t%eMR7aRiNf0VhK!V9t59>SK|
zfK1hEv}!(Md|F!?bGJGVp@5q?ZRdG+HaP$xYtGs)P5Wv{wk~Ma<Hy%Vq`Awt?LnN5
zlCBFtnZ>ii@%i&zNo@<`+?~%jx1s+qY#_xwR?A_!J$nV9nbqzeSrK|nENxX0jg%RM
zTGyFhFEhGd^iMMavhGiy^u}o$BhhxNknY`BfC6Iy#q)F%2^fvD4%2)$F`>Lxwg>=*
z*7##H6`X#3zRy2aY{e{9-(vbEafKXcQ%tc?mK=ls1IEV4=i}i*35((8ag?m-f^2xv
zE_m0WCwqBVF8-)pf(S9ewRBDC-_`W_ar_jT^u(5F^uyzn$0qHUVHGv*BL!h?1`E<?
zJz=)HbicIfxm@{fE5h)(yQn$70!p+LH~mBd>JRMHm+6md3Rh6`Cvx~xe<Iu*v%0lA
z$Z?nCx`LkENfy6YFAG+lTm~~<menPNp5}~>@KL#aaYM1N4l5Zd)&?p%x)f?ot4x*|
z4ZHvZTn=`&VwD<)&ags5W3{^Ma2O4B5(bve9fv_x*179)){%c=3KghirBYWJ4trug
zol|Pi`Tgof8r<j3b(q6P0vKYSEHM5|3)K<;Sm?jj=GmYazeR?<KLBtJ10LgnBsuLc
zK(j!N24h+?4uG-f<~}C~o&th9{`U#^??1oVgUvcl=&WswZeH)7dzxD;rw2REYaW%Q
z^1p_pa$AUnzOauD{{N`Wa5uvrgkb|tv~f*aKqp<#%hA5Pcz%6(GOwjp{q7VPBhFTI
z^@m5oP48BM0hnMg5l4DNXkPOjVe1jt1=vdlcz0HTdO4~MF7D#u&g(;pXnd@jK`d5o
z>seJB8)B;|w&rZmsYO7!5~>NmOm6jH!GM#}5=!)1wkdKdV?}hK>O(L06$<}q^>Yh6
zxVPb>C8d>sR}uc6Sp)gmB4b$rX*aa5M_rawHuse|ZuX{_^m7x9$ETgT98sOi_~EP)
z?43*B;$G8bycn^Wd8X;I7`k1zI=6nmx%qHdATc)W^`m*5H0_vou??nB`$?URaqzRe
zd#$aslyYu(;kMxgjGIysfB{%keNhJgi=WQ~B=l&M3Yfp<lNLiEj&oOq=i8~L$CTR6
zMpr|CyNyr?g^<^!j@oaVqU=!Vrluhp-@E1(Pj`>AAWrev&uVo=C06rVKsh3wwXgn^
z1Wlgg(U8Nt;tdldu&3DQpq0NM-h?kW7Gdu;$vSK06T$TWIsR6Oy03qn!zPGh%sr`H
z@|ycwRUoRrb3<u-eFoiyz1!SKgw?iuf4g3gh3N7DCe~oz09Oa0q{n_&=O%7iRG(uS
z0zva@SB)aJO*ucX8pe*Dh{5b51^A+y^Y)+G&-Yikn??TbO2wi{1{!nftB3`Ux~XE7
zYn}^|nu6q*4f32s*&k<RAyqh^&WgXo4g%+iye2n+36hUCDJLT4X{aiR3egugPB9#a
zd0b>?e_H(|csZQx-MyPCqFN5L>A~7v$n`%Jk?)$AkdUPl(1fvx@H~)FavaOmsRzgJ
zp&9opy7vVsrlYi$3$)r~2&J!ca|NG?f=z-76VyH>Cwr{d4d)E7TE;MZ417nI6|P~y
za$qUV{Io6-M9d$%Z6|&6dnNz1b$@;pD98L->~*~007-1Imj+EVKzH$Mh81?&L`G7N
z2vGo3DY7?GFTY}hee$zSUlacxq~IILV+luMFd8gv<g~OTmo0d4(8<Q>4!M&aZqHT!
zy^fh3^=NJs8WTbclsd-eP@7&sLQ@$|?O|P8rhYgw=i`p?ZT-&pCz?WJd1!|TC*5iZ
zg9fRtsQNZ#H*5Xh{c=AfZq8Q^5Q7!zGAQ2mw&Ds$`%T1TSNLX?smyX(8jZ>q5Y#}&
zT$UgL#9eFYOGj=6eyMnMffiLlxX(}5t2^@S!sot(2d=W+oPbsT-ShwY1xf!-TbXmR
zu!kjJYFJbzmi$_^To>GwyPb8|dnJ@sd*q5;&Kh?)V<XD=#|}y~i+9BO*J=OHw@$t?
zYA-2~v8+43{`Se*y9ow3vQL`c{X>c?OKL{eXPV0+5uoBXT#UQ+ABUw4a>sx8=8M7^
z0FO#s_1_*fAwY#fU~ZP~WyoeJMN;HNRfIWCxh?qlnpAGjue<|ii$|)XL|N<)KbQGh
z$A-6=ys{(4^;|M~v~oZaGwct%+y}WR|7!GY5lP@$a+gxCSD_NQkSY~^wnl9`jBd1|
z&^A&CThPwN;tAc$h<aF&!@i=00H9IYmuKn*YW^R+b^mWERCVY2BLJ}U(8&@6JYCpD
zwq<}*`dZZpr?#4b_v_xe@s#3HVAtBvLkfH5nz8#U`CW(q`^n_N0R%Bbn7_VL@5L*O
z$(lueuJ|$XdiJ~O3t3G^C%YJG&5tjDi>>gGj{=XWAK9x|jU}h5Zv&6-r0@Ofzm}QA
W1$)Aaynt8mKolwkDH449@&5pnp|;!r
literal 0
HcmV?d00001
diff --git a/log/zPythonScripteTest/err_n_plots/IterPlot__Rho_Rho__fwi_FWISO_iterate_m_allshots_5_3.png b/log/zPythonScripteTest/err_n_plots/IterPlot__Rho_Rho__fwi_FWISO_iterate_m_allshots_5_3.png
new file mode 100644
index 0000000000000000000000000000000000000000..33bc68c12ecae26164508c11cfe98d03280aa5b6
GIT binary patch
literal 33313
zcma&N1yG#Lwly395<IvCcPF^}puydPI|O$~2u_f}-66Q!U_)?s*93QW{Rfiw+;i@!
z`_*4XD#bAK%<k^pTh>}TSYB2f5e^sb#fuk+k`khdFJ8P-hx}`O`wH?(>xbmr7cahU
zNs0<7yQb`?x~05V0X-}i?r5M!y{nWGMva4#AR*q9egT_Y85GotECgus&9I^g4JzL0
zT=#X4{RM3tigJ#6M3O;AB8`gRTj}TbMer4@Mo-H}3YKvdumCsCM$=)Ux15UF<-|w6
zWx2->I!ZrwCJL0CZc0ukPThwG>k~PF>TO5W7=?bC6*LOh$IdE)EW*~@2$pN5JGoqx
zLTYlK^Ju^sg%f-<V7EN`Tba-F%B!{MeO_g_b$Tr_;1w^(LS8H;yh1T%gDM`B>mL}4
zZabKBEKhU1XoN2~i(>#iZYc<p%!nz1f&s>0%}~c|%+SVVC?1vM2@%n^FJ2H$e<Ff<
z@gmZa=^bQKdf2evzI^dwElF5SjR;dGcX<$_#(eF7)~aAo8W(4~ZfDeK(yjQ894ej!
z_F^UWKFNxarogJoJ~5(Uu$sNdhUMZnDan674i~`>Vx~PJj4<RsP~M1B7Z<9Ed``(b
z|BB1RR;?fG9=#)O3cXgHG(T4OVH*PGwlK&G^EpY~hm^Ot*e`>gZTioLz`Q1Y@#2g2
zx3BMBybvrcNSrpqm7=7c{ys41E?gTU)z%5cJc_>6g<5PQ?R@51L#*aS_w|DLD-^2`
z>Y|1GH>27e*%G`0?U!1JhAN^@)}8#d?mr(aNfBq4SX!*^k|AX%k#9&hmT-kp1pJmH
zRa&{2C%lxy@STC{HqrVNirU|j6lPm&Dp*IDMnux8<Q>WLTL1HDKL!7N$E6AtRFtzr
zJ{PWLbRE5}pu*TCy6^#EeWQ9PdlP}0Q0)|ZEpO6WELb7Eh5Dn^#!vI~z{6Zw@=()F
zrgB`%fDr%x&sU7rTcjuDfAe!^`KqmiDs~JF(9P|pwM>%`Pcj>>*lw|CI1qN$<m6!n
z<I0Dbs7)p?zzz3BZ<)kFS*X-VsBqK&KfZ*MVxz>fVN8E)M!B0Tvda(XD88D6p66K+
ztZHF^)h!V@$079UHx#EzG5h!}Y~E~<kXSVWXbdzFu)`^S@t%3?wCL6U<MDqTv$$~7
zV$EtoO@auGKESC9lMg^DB}_r%Qs`b@Fi&RxPK$Za)S4_K&cdvrK0n{KL&*WZe=0xV
z6+LO?n8k>f<$<utdQhSaZ-0+$;nD%ze|+KUl`tQ~jcf+G!|SthbHnJ*c*`;~OCdjc
z%S(jUJ<g=!2x**l@vkqIOKg{Qr@|JTF3}zxZb?PYCQs$A?h?h7o5yNiJ^A8V3{^-{
zvKHiLs&w&cDGT}GxD9WdFkyB^-KXvN*5|xw)#Kb^YX@%X?bB_D#Nr+1Ig32r*K238
zFgLfhn7jM=#!^7Nf*paB#KOh~WP9^{Gd=yW`7n*m<gC23$ZDSo(Jyw_Us3)&*A^Ej
zHh&Wb=>6-sRZq1T8%KDYX+;2<L}iFZM$zA5g0yo~`K`9$u8uXCe2w|MvT?5Lu9-(~
zNO84zHcd1d_R?G}YMmerY#o5ypufD4!NXbR*y}KmBhC6YqRx503q0)YwNdOQ$9HdU
zX?eVO$zOl93vSvhm41V`r?#t!J0biMz5)SqY37{gt@*tN_&KyML3+#1y+^-a2b-Pm
zAWrLECYP3~(YHQ1{4bHN?>G;ugx(-ELq3%IQ@uxT>w~t^QiaLq`_TI72Yz6h>&n+$
zFroJvp^jD}?u+M#4|PW@-Cp{*1_bGPuctB>HQyebh!Z|;E}Mc|JZF<?cG+#}bkcu*
zt6lT~FH*>*y^}Vp^1jc*soEGy_^_Gk5?7)QD$UKc9%=O!3A_+EYF$L;S<B8ALo7IR
z?NgMH6q1K;Cs<x}*3+G*sKU&`<)5C0($*v0**+!#DCMAOoU!qin}j3>iFSQ*NKP|r
zm5{(oV3sH}C%dr%bE<pO&~L~bpR?J+S~`Pdbm}u5%b`%em!gR~0$tQloj%?S9+XSd
zdpP6X{}7ilq|xuj4~%<IZ}ALs@{fzFo%cT9^zgZK#P*(X?2j+gY4O~*bXaaaJ?M_$
zHCXAyO5=1rs!cuYAkEs?i1YAyJhRQ?o1Lfztv+Ic!S=_uw2#+ib$JUnM?mq9ypOcq
zu_g@TUv%sUp1nIow;6Y57oMKp8jsy-t_f6=`Ez8xt_Gv5{v;f7w9RKu$=0}mh<Gz2
z@^y~eg&4F`v6v6%z3~s%Wj=D(*J|_K%DpR>YP!zXWlI|6#a@z+)^#}Cj*SgBZ6O$z
z@eDePEd?4?8@ew0iGlbxqcIWDK}Tljkb7j*9<ULG7Ix_2<m8!Cf9WDuq6ZERa$a=0
z0_pKzw7zym_N7<2(z2z$UL;I&y8>=zQ)xE4w?ktsa-Sba*UgtkEOhd~$9bJwg4L^>
zNl~s_9(&O)9w&m|gfDuD-oi=8mp=4oGs>o37%7c!$PCh}={iljw0PZAq|b1ifAd#|
zf%v3p@0d!iK<(~w_vLl;+8EVU0UGk%xpn+UZddJFDhbiXy~=wPwFfZa(p7Fl!<Qh{
zQq4z!x<?HgABgp~I&R|T=<j)5=k=Dod+QhkN>(8sd5Q#jyu0}VcL#kD;e-HDeeC;R
z;*Yl*$)V%CvLtO!UM_gjf%ZsqU(rp#qoFqAviu=l&)p)E$O%SNG?0M#;jZkx-pwsg
z;L)%>K*q{n@1xrh<X#bFeSLki^dNwB*fNilI%)LlOUvVZ)oE7*o}?(`_&7WdmwGz4
zNRghiGIp^>)$a#^A)5Qe+3E!!&tq&HYUj0aO8g114<U(#H9bGiYEAf~W|Ql>2(kd=
z+irIG1so+FPtLa|)qUE}(+?LLzXm<rPeqxgrLH<+4{;8mbP;$bx_+GYg5^b})(>qH
zqMz{7O`bX>|LWGGs6*kH^HPiQUDyWvWPbPeg{z1>D&~-Sv;723wrbXbGxH)}d&OlF
z+?_@;?@wvh{<cEaM)6gV5?Tpiex(@jcH{+SqDqmLnjOPY`Fm=i)s3N!IXdagE}eZ&
zSUR4T)B*F}w=cyBYvQ#{<8^A&Az}7p-rTDAaiI6j<4t&XklE7ip;O9y@<Z!)gAZg`
zBFH%4;iYUH3pT6Ump@W?x6_t+B}Fe~(vK_JFFx}V;XkMGpdd^}U9R=1z@e)JWNGFh
zVdDCSq+tz0?{GqnKI3n>AU=|ve0cIKjp0Gsd%L-UK#<zugc8y@Z^Uzy+1S9m^revx
zd-Xz)0JK`#jm4-tJ2zKrXL!29h8N!it|Zf;9&L1KzqGk(Bk<TWqv!c7s28u}X|&~>
zD=<}d`#Jpcdf_=d76WCLZrHhp?96O)+c%i=dAH4ort_(&si~DB2h6>?!_oue{^#1|
zr03yw-+d_+OvRVAC-Lq|93M38wn=aajIf&4nC<FvkJmXnSX95sE+_zb>EGhr@EmYf
z=g>KsUM@Pj?v{{?R(oF0sYCzsF!AmP?#mQI+xzwQ+%i&eq*;$Lovtu^x2;UVeegc}
zdcV7|G4nn;oR-P*95+H;k*YP&MqQ7APR;{3S;WynuLZL!m_N9$g%CEOun1smwW{+|
z7wb_EaT4Q!Y5Nwo;}IN^uv`E3^UQH=u<3YPPZ*^XI&C?LeU|QyrE4w;KbUrLMR;k)
zeM&^-Au=GTO9(#t6TBz5AyD;IN#Hj)I?|ks@_cQ0C0c7>XlsrlbtIrA9<G>Djhxo#
zhs@123nlodE&0*)HzElQy00_?cQ99v^0$lWQxUsBMROm01(-^^U#Tw*a3G~Bb=szm
z#~@BF)9!v<{N0(UPw`LL`RoQZO9OEy%PFhG&i712&a4_R&)HTF25HM<-(`rZ;KSq9
zF9*51^IVHVyRFEF+{NaqPa2j*t`ur<E=#jn{P?W--{W1Zp2}gtQm$WL7Kg6(e&>RH
zj<N;lbek#*8+WJ6F1JS8gUn7hrs8$I=bJx4ViD+ciJWBl^73jcoLUw3xgJP89pbZD
zs0WHxL%e5ldTD%4GZl8U<h|psgIs}!%NEl`>HF>9oAYxaqO3LxJ^Ws{O2x=e6><-c
zzwqaFr}Sl$WHFMY%Nq|R?`wG#7nhSCl(D)g2_GB|z`E}Jxjg}h$$9q|wz*(|)9r8L
zC35CO-v{L2T+yBH-ns3eDYWt<#nK-kU*ii{>wmkUR`lvd#=yP$QJUrhw?RpD6hVd%
zCRY*WGpEVz-4yBbD#FLJZ02~?&3bS3v!>?-ENR)DxD5#j_)a{{vcLN@R_;~S$kmaq
z_4Z6wytAb`slx=CDNpPUL;DF~U6PvjBhafD*JE3#Jd_+RIO}&ijJDk@b?)Qi!KK`A
z!nNkLwQ}1C@x2`HZ$XlftgWQoJm<LEx>Tm`Ek3J<0#~2tQ4k6Fj}o%!OKoGn1VL*0
z7bv5n;``^lXh>A|_sx%YsoeZ3ZEC{;`fEMJqSXeS4Gu%Mha5{=tRO`PhyKZFS+AXK
zwP32ZcZZ(0j(RgZYHy#L4Xvv#a>`iLzA~N0<GEcQw8CJ-s4>X>jj*{>q~_~9S+^W|
zIFa*)9Bvc8k3zQ-yVcCuuXK|~FpKxm+OjSKJ?O|6jq(7eJ$4X<vmavCjIg2My-V5S
zolnZ?I3$rnJm6Lh?0vT25MDCYA{K^wvOCWR+B?x}z8@N6LU=s<34UDu=5x3V9=;%)
zEp<5zP$`-M*O>t%@kK--=iF)hBjxkm!(=|}bLu8!c8}j@Y&psqTXvE2TJgtPE?#O0
zuon0=U8iUNpcZbc_O(=_N*@v#o3Dm_z!2BHrK&&V&pxcbU!e)}6<y=wSlyUW>XxLN
z>R|7{9{4duk7?=2*xB>>byTS#s*N{=&g`1^Z2L>MD`p*LEt19I8PvgVVSb3oGQCm1
zOv6qVL?C5#y(HPn{8eXZU{v`?<?t0^!qCq=ksI;N@_yyCWR)d;h6{5m#-^Zepp1Sz
zXbYLOX5kw3q6K=n`2u5b0h!Qupq3pZmu^1ryL1hJ9=&((RcNPett<{8oAB%B{6XX8
zRy)#sc1+q*;!NyiTC!bqOI#Yc%2G|3NzD#2&dYH=DXft%$-fG^A}Sq<*noB3-Y@;^
z_a<%<wZ9&UgvYG7e>!c~Opey7il_W3NL3K>+i0DXT!mb%B+LTAPlstwAxbGRnDC`&
z%qJrBH+aiT8f9WjFv2a<R{-rG9XDQF=>KYX|2CIl^B#Ulc|;g8aBAJ0`NR{mR`Uzq
zuf7&3bVMa-z{$-1F1o=DO%j_(p^wZW$gGFujeFp@Fpr|mAxXCrOa{bzF@N=>5CW22
z*cNOdp)-@h4F-86Du%@*Nh>U<<1%3YvGUPNQ-uHT#`_;TRM?Vyd&11&bFY{%_+m%Q
zBv}L*2$X2!L@CWj-zRpHl!$^XCVtO=tdm995~!0oBL&~e(5j6acls#S)JO+e1gXF?
zXQK?#O&%Q-hTp{BqINHTu|bM|(MjRB*pT<;fzxuz;S`c7E4<tDgkImuq}2Cs|G;NA
z88{lMt+&w`f9>PRpbG3fEb}~)t1=x<13S*{<mC-QQW;)z|AjcghvR%wN|>+rs9Q}v
zx~UkMvQ1)!>2T+jG1;M=`wiArmC3>)*Y^$eE8Oa84l{ygyGF;&VrU3{G!1+OHik1{
zZ`$e~N_#&E;HSW}o!MsK5WH<%I}e`G%?7qxD#PM-{62@>m!Y}N=4vS`K8Pyx2$SM3
z?qV4p0v+5eTUprXTS9&HxiKf?+3Zg@Gs`!;_1c)_n${7ZR|OV~r#0QHMby^9jhknE
zFbvT1*-zxz=ZvAB4)L_HM0vP@f)PgWGXXHYi+l4r^A${6rPkKN>)%RpVEf6*OFw;1
z{fN{dUc-~C<80qnpWA(MAGfp4Kmu?6kSw(D<;Ox=xx@P9A8Fn-BEa@KObyMvo(Xd~
zS<tyY$(-ro=#Mn}p85(>JiOgaaE0qo3bfLXr@Gy(^-D|LqWf=1e>A^qipk|@2?RK7
z(4}zimuZD+vwB_$BKTpyb;G&9e=<oJ8o|%FZe;LH8>ILj=l58BLs-mrFmqqpaPoM)
zfp4-=42st|-lYohc3qtf#BUHc2M-R?|M0qaqZOKBf_YpFP=z2CJKG%W9CayPQ=^+{
zr?9FK{_ycWyM>LIbn4EnFB|XA@*Je$2T6FNkJ|kE!A_H@@R)QwkaXwcJ`QrtB!CpO
z!UXPX*U0?pJZAFXenvijNO)o0{$=;WbK@OJ!|G5s5BhcY6vXlA>^B!9I5_IQ6LKhq
zL*8RC5ouY*|1HR5I8DHI$zupGM3yyMrI*fer~`s54iZFV2h#Y`gD41FHm9ihhSu6C
z-;LgJU|KKCSYamq(ly!`0Es#-RNOkLhAq0x>kq^7po~J!2Nm2?bOI)yG|P>!(Pmyz
zeSPtXrJSnMwR0xA1gcV!G7J;GW-_Fgvf83jPkPW`KDy7ZRaiqa^<s2X*+()3u*y;3
zm#)z)X$)tq8_ICQr-^T^@6xH?M|$t(hYL*mxgC{T6lB(c^o?6fza!{pu7GOUQu!b|
zB7O*hGhL;d!*1oeWsupl4v$JS>gY@b=~Gt<2vvIrbN~YP0oXQq^N^+4568E-4s?YL
zLbArfEF7c~WV{~*`=lcQ*ddoJ)DU=4U;bD-A5$O+_HGW&FDM}QMhV4+eySK=P=+To
znO<Y0xm~D`;Bpy!PUjEHjl2o!MKi#l#;ofo^SWV;qgK(=6Bo^mO$|loE?ofHpw7L9
zR1EB8gF3FuXNjVYI|YHNx}qDgERU8t>MasK9y_0!lMF>jm*X>7qtwo{;88Y8neO;G
zHbfb=TReLw#`TW1Db8A1U%7URbl}pJ&H}|cdSzM!)$Of-di<<aiI*c=SZK9S#XD)D
z?@}4m<!l)juk_YKzCi7-I+_*tcgiBBen~rs$0VHMqcbITX3#sQH%j(|pq`T?VGcAL
z^Wlh<2Ay-EjEN@?Q7Y}Vgr6auNPL-O^<ljT5Yh<P??Qa&)T<1>MlFF93KE!80HLbd
zcjwg7amBc`_g|>NS97f|y>vpf&(8I1=ucGQNmQP<>x<u0MJ?Upz1yd<E4IgUwfX4v
z0I4w`@4P$LE7h*?h8$%dIyE6d0HFV|h9s4r;t&1?3)!rzFx!XWn{ye%E`-O~LA_a<
zMt%lB%fsOORM|2sBnqZ4dY00SmEKv+S{)DBnBE7-h)&emmKg!C-#t|UL4)v&Eq0@w
zN>gRFa}I4ob$55d@d`(fblr5cqF1U1HitN^%=PtjF~A)H`b?_JiPEZ-&{h>VS#qF`
zLULdi_1J{2-`A%~r?OuS{4*MHB8{4Zql$c(muHh_dSQHS&Uxgk;p6G8o`qSy5{A#8
z*FVx@fR1nVtjzLv_cS&lGw-n&v>*D4;JXg^v#Lr4eGEUKAQDV4$^rqRtgey9M05Z@
z;Dx^HO7x2gtYH>@$<O)f>Z}69kD`Ew54+n6J^ZzXr~N*ze0=FXcY>attL;hsr*wcd
zZaX|KxNGqg&RL>ZAJkOOseno^&tqU%F<ZtQze0}Zdt9d8-;_elN2^OXibCL!&dIe(
zm23}JWg|i@wTQ4o0KPztMTO?+rnuhKh0B43wKdO9ezVWjH%1o|5(`YX<N0M!V@=Ke
zR`$isC~}K(i$t%N<INe40;TW)xwL9CzYhw^KBP$s4t0cz5PSK8sQpTJ+K2n|@;yt-
zZL>#c=g~N&Ov6FaFc#d+uHfaOfP*FQTUq0Vg9Q*0qXpjHU1FBhKQw}^&3})3Lqa2m
z=i?Gp2*m-&p%G-}OCp9>)D1br7w<+FFL~|82QS4H9H+3t8}`POy!3nu9WVKO7B$y;
zATh5qx93RzH6!SXjKuw{!Y9q=Cq0YlpiY&Eh^3|7Y~>^}-`$;t>GIu}wC(gH#*n~a
zy==%`8y)j)ah0w6c5dCy4%}wCOOsQ?R7Vrd4KRP0mQK=9#3A_m=hp->Sfs1*{^YZ^
zRHC9*j26sV{oK?EBfE(#<T_EVQ<c7Hi**!cfrlq%p+Ce+h27y$Wp*OnYE-v@Ro6KT
z7yIO?-zM!R`?On5{M~^aT8;g{kLLrICpG=_G~Kuk{Siq)O-u-s_|64}K+5zhp|Y-q
z=U)>YfOyhL@u-kZJB_18X5*;qVY|INbU0V}LFhT6UaL)eGFt+0)kO(1hU}10xRPv|
z<5rGc#NE0-4$CHkR)hQEO<s$a2Qs8wkCa@M<34UxqzRS{Y2q~8u*~Wanj#^8heATa
zDkO^SLW&^j7wa1|^2?W&r`c=zyWT>*!hS9iEWV^wj=Ou&$pj6_N1<yI5NS92YdTvo
zS)<+iF@X{7$X5Fib}YR4)L6n$m5<$69WI2%(#718x-9E~zORpc-YCD8wv{wQO=T-+
z!U)M!X!c}IL9N9EhtR!7$fojsd73_2Vf(YTUpo!@!g48dT(#X0L_v1Vmag)QQdNd-
zW-z?O7}N3j{^SG&&+P{D$1k6AcQS&X$&XjSgwZeox82CZDWPuQi0Zz`nw2xrxNRl0
z%9w5vA}XL#GFA+U-ahzCSzB%XjwM~yta&~O+k3JOBzKltz0f{Mp4iH7+o&1^7>b>N
z$7&<7e#a~VJPLTQdg~o>2n^^O!QtW7s)yHiO=O_vpdwB@2S3TN2vaQL%l#<LC!=s)
zIy_;-I!#1qDEh-ND1W$)=V&1<w(-`3{Vyfb9W-(!8P%~wjWH}X*i0RA^&1_a;uUed
zTGLl@M4p!~H%0qyt}Sav3G)M<NQ*-9$izZkq}8lnUROB2QEp6tqx>Fua06Y-I(58Y
zq3Y*j7YmI}A*576?w(NPO?7*~otAu#Ihb#_Qztqe7}{q`46&5KX{*pZuUzjLZm~z)
zfRHmp?LD5HMAjo65Yz1upBkAShS>ztz28KC$e<`uKS|LqIx(J#aLozT%#j$O)hX#n
z_M&;i2xvVpPSi2Qp!|4HnEb@Tv<%(2#09P7FIv1h_)ax^Y1Fql^uh}kZ)Kv*3>x8&
z8&iz&<~lP<f5m*(O5-dkJeEUSA}xN&x3K~_xffAi{?I{RpMbzh_zq^a7k{=+iO4<?
zY>d_qEBc04s1#tAU8p<;e9dIbqVS=A!qKV(o`)MGnKyg9qE$>TED=cOa4YtW%-&d<
zRObhU6Ob8`*gAhOf|t#Q*;Yh)xbA&%-16kg+>g9zRYtA&UCm}pnr1c5pST@Za<z1+
z6HU#^DKIHkYHy}Hw*xG4ILu*m^CNl=hs<4#;T^OZOKlAxre?tZd=EKQBdh_GsTY5@
z^3TS(X12im-M6vex6wH}GL?7?T5!A~uoUA*nsieGYt5NG>$@J-2EmC5@qP^|rz%l^
z995N=(aLw-whnLlsqjI143wu=Kglz&d&97AV<{QNjB+LK##nPxw11+ZvN4dw07T;r
z@ssIxL?_?M7k@hTHbjgfy0*|pF_+58yhfi_=7l%L)$K14T+Fj3cSv8kX?w4qyM-9^
z<bi^v|A*yFIG^LTkN@5wMbU&X(~*z*xjQQos@fKJIgav5hC3in{G@(zu9AwD_Mb`W
zG?^*`QU08GKU%~J4Z|ezE$CIN^S+GdZb0arT57UN;4C3sr6QMYM?>V^*UU4{$?qS|
zk<ga8ScKvhm4lSA<Y9R{16iAHOx$kE`6+T2`J~x2@iFW=jaFbFg~SU-jHiO)%igO=
zGep5ZE!We&e%TwV+IY(%6_4o0{)54~R<AEe=Bpsl`v?*}DVP|GnNJ{3<5Eop-`;m?
zIquqQVel3=s{IQs?pLr;OhwcV)Xa!uA<C2?Z|~pMsYkzxmWm)3Vm2~wBwv5=mD=f;
zcS)MQ4a)%J>DC#tqI}wDjH<@2AbM^tO{wOr_A6>Pp=d3qE~^3SJ_L=AEA-m7(Lq(0
z_HKaq*)U(OHrx?wpOGhDHvg}<g!|+skvdG`>aQVPQy+eLim3QUeR8&}G15Zg=wr5D
zD<WmOW=b;F33~=Dk@LZQ(srp7a5Y=U)i4U@u9zZp`@WJ{$4c)rC3==ZPz2zu^|RH-
zK6!@WcEFu`GH!U!uk3zqXWdKntm^NfC_@uo_XW?Y|FmQPzd~{2*9+8FV2YwpE)`>*
zpS#L6m$h}TG?U62$E<r5NN?sr9iqiBPV>gws;;y28@`n_%wFLh^wZrl!fJxp%Ow6x
zeE!+~6~plIo4+3Z4g~_UISYxZzovVgS%?xl1yoVclu8hb@xwA0kzSORw+g9K3J!&;
zwx?AnI6i%C3{73Sy4x{*)rpm)c@wck(6T&tY?*4->f7xfL#z~Pw_gYt(nPE$Ep4q+
zA599cC+RPBB*f^z(xKe?IvE+O`ev#dHFykzMXTRLhryv%RARY3s6Vq)wh?H-%3q9_
zYQq@oB7LrT^go9Er|r^~D3R=DPd6AuAt_3g`+<GMG!L<+qse}#N;cmRdl0XKBoFk<
z`x9ob;Cf#?nXEE1e1#?=DE^Ay8rPm#AVc-EXoS^Yn?M-gAUV^g7U}F>?BQ3*R`}^M
zw-!`rPC~NW)CVWbpztm=665&2qo5VO8<2wORrOx(&8Z5G)J3wOq$#WYn%$vbqI|=z
z#OY8@8E@xQW995d8`8U8*>p%d@S@?xz@L4+2*!POBf(OkrwcF(efY0vBSTHX+M!UW
z2h>W_JyrXz>?=u5j8-D)rJ2#Y?>A9C!}*2rgG1|$@bsFSaE&qdr&)V%I6GzR<rGPs
zOm-yoLK8Uxc%GSB%obq<I`a?l=>8VU48OV8&@1;&@FfZ?JSX!hmv0PEN4RIhK(&!O
zxP4x+^XO{1(a0oK&eETVDI|$`9QVA_M9Zk;QkqIdtV!*mPq)-xS?ucitrG~u4T$=k
zOjMC=Rz8xwvv(Q%N%B`#@Z?Cd<SZ!qa{rkX15%CMk)T7`a9weGwe1LCD-e=fkUEI)
z?Op=ba13x5-=U2f40$?Kj4l+&zmo_hRZ=24XKU$U+I;ijoQ+`&*(OK@TKofvSEc5h
zSH%G-eMinN_Bfx0GAt63K0@fWChr(%IUl)_4som8FZ+FQGICa)S=HHm0tq9fe|%;5
zL>m*e{3pq+gkMG$eMDFv6n@rQ`V$L83`C5m25aU_euT0eBhw(RvCi{L`x5CT{^vAi
zDJ@<kVLye`zsFNJ`p<d&l?o{Dj^<ljq4(f?st8vXqT*FaRfLyAoiFm1=`I_4O+ChD
z<>}9a>a7MW_<>q$ZDi5zxx79y;H3OWiA6^uIGHS!!dWZ&P+vK4k-X%}psM?^>IbG|
zMq$nSq%8z$^&rrMXfx*3s0Lkop^&xbL*YvvMus23_{E(D-|NIin=sT7COwJ0rj4>@
zCEC%sdNg!Uc}!W(LMk=rAzqdtCP)YIwpnO{#DA>*y9`Xre<j}XUe_3?@2J#p#_B1^
z>#_;pEaiI*bjzejMY?0nWNz;gTB?U!QFJk}PLfQfDBU2dV7j(7qf7v4A(?88d9N~I
z&sCxteWhajDXIgsd5L)eP4rQLNzSp)8o7KJh5S$Qp0NcLvYxT`F7RyMio%UK!u3@2
zi|_)vqFPt$unI`&lj`EXxMJ=O456GD7R23FNLiUGNSZWILl!WC@hSYN0h2Z%ZA*iC
z%Dyi^&t7GOm7`zyQW8d31((#We-`@@_C<1<)3Fath+k_lYL?_oG;HX(hUYf|6&XWn
z1A^kgTA4g__H(wl3zU;As5V44tRg_br()7cvADgOLXtp2?^n<vQSLEDn-O3%>i4Hc
zy0bJ}NOWNXg_#XEpbTkQ8ku%2NY`x15HRNS{hG0Fw}C3;sJN{}YGa9^%^i+aKb0Kp
zC`NetbPK-hMIn}r5+M27{F}X;{S*JIiijwOLDx3oEnNE8mTL$6#tl^I$ih>GN{=IP
z;yq-jNkkH>#Lbj&!!0LghAzxHmLB<XBW83P%z~37%-K(h8QR4t#IIEYPi^rrnT|;)
zw4$oa%#562&ZHIy#fD5DBLCnKLkqj!TYFXg0lH>oM_jRi<}zyilcGQTPzyy&Vmp
zB!@GF8r!&2d6(ynLPOa`P23{sg4KiGpwB$C=$aO{$h2!Ah$?ZCrIW+=xwM5RX~X@(
z_3y_Z>i3T$ef!rtB8`Zu6UYm9nAu(ye_1ag%OaAuumm<k^Y)igt&(^$7t$c><xLtB
ze6vw4f?=msh@Ih<3~dT2+C~kMK;t!eml(!&s-m)zZ($}`9g%DmWi2!ny$j=yplF+(
z<+fyXk(2d3$yN2&@nFNk=hY4JaNA{?&-K59=zHJ=CRjHM`%CK|{Z<Ib8MM4HUr~E8
z;^I@#oGBKL8k=2ymj3ab&u_j|=+w8;NLg0MH1yf%P{L2IivIQ%|KxCh`s=3*0}))A
z1N@Spm3<w{7<x5x9g>4(?9goCbMam7Rt#QZ=<P)LY5>2nibZ7v5e0L1wPGcj=RO3T
z2SVMDV$@kDfx=U@XA}I@_mcV<u<~akRN9$HmUgS}dSjwAK25i3(s|?R&hjfz#o%xF
z+XB0oLd8jFCS2}R5kLc!@P!HyZBYBsNYvP%-n8K)R&NWZr&~?=_2~$D7&L<3dhq`3
zGyYT_o`Gj_8Nz?<hDMcQqV|&(%8XwV4{MioN=4NZN>J+@(wkGsiBg+Vl(_a$8S_)M
z(TSsqFJrxAF8n=)1J$q>=O!xo^T!T1g<SK2==!T^;Le81@&1bAJXqAi6fM4Kncw4P
zy<EvVPgKl?7-{pyw4fTD-?~KK)&X8yH7S@&c(iSIijD8+*J)K+a-HjO$T=Q6BJPas
zN{5cDz<xOd@O7yT6DRaIZotcP(zairM82EC_~D}6R$BiD%^n_1<MY|BoRpEF{|0k`
z&*wh#B%#>p3I3_tj_*w0^!U*C=8@IX68I0;UHlgH6mnAeL8c~6&WnhbHWm+`2fTfH
z3oqk~A)o-3oWQ=}rsp*pB4Sc+)oTde>vmiAFgADdo0dvCu2i?u@w|#fH`)16X<E-?
zLzV~07~svaUsm_HGb{!qFN&knP|1^keI_Y&m{Cxie-)T+XgdwswlSrYcgvcl*<JmE
zMCblRqP^#ueY6^FR#nu}7~lyU&Xyn?y4v<(vd>BD*&CC%+5SI(H1QK4ts{FsK)l)&
zZe~@S{<yKi<*<~>z2D2RtnK*|P`Bi~>)#%TY{htzZ0?h4zndOpmfkF$?%tOP`GnQe
zC%Uq@955YKbMT)9d?{u&HqF<jk5~b}?b2s93vJU6ZnX&551OYLJPz4z3<LM=W--9t
zTfaAv`Hb%L0}p=oxu<Pfd(G{|;xDQ}AnESZ2$a!TQ+%(3_y}{omcym&%SF@a-axsl
zDHRub_42)L4!Or|nN1t|%8PIwLh>xeG^YWzq3e!7zy(efgyt#%a7P8tGD6%`_0{t3
ziJXTq!Of`v|JA4c45535$Bo|o>`y$=NCYl@rbxtDJO`dlQ6eo6Q4K_u1<_PE9dLE`
zJ%;15t<4n;6G1TP&Ee!rUGv{MgqU1I6%yjl63EX67pJ!GM%N<tM`!7N{Tnu&;>yTk
zIz*ne8opRoh2gwx9mq$yCn^dNN%c*Ul%b4PbRQh*=8(pTXCrM(jx*&~XRLu$CX*Q$
zGOYIEyCS}_+K~aY%p4+$7rd2Z#CGg4V_+mB$tRu73ZW**qgk|sEQrEFddJZd5m%;g
z5R6cg!<D7caF<o5(YVK2V=NoC;z*f8daV1t|D62tBPTqaKqG7OK5owBe65jFJ;_ur
z4SE~63n*FV(8#$tp@kw-&em{^U_y{~pC*@9LmLf35$QqBF{DHZ!~T$eW_-SLK5sQH
z=oxmwGTAEx=p0Peil^5T5p4{=hJc&y(myK<#ar(BctSDD&Zw*yE9XnwdEq*nfmp!C
z&Zoxp1!c=wry;w|0;}B$LuyI+=iet|g!i|XlC_~1@|8~rw+2M~vm`n(QO%`+0`tsk
zGeD>?f)8%OPY|~=5=z+n5A|~CT}F*mm~~LQUN>hnRhnL2nO^HifWG}|Lll@NXyHXp
z>yt3b_U0oA_xXef?Q+uoam&dv6hP`vGZ9q~RE_|_R>2!{1^U=et_T6Q<<-<E381rr
z1_3`-sk&5Pkdj`pdzH-d9Gg3H?WRS2_g^<yKdn=&|C#5D##+Ge?sFTzxi-vH0DEsR
ziSy?|P*R=7KEbQuJ^R{;8ck*`tcfIPHTv3cI)j1);K<~uKeiuUK=1pBF}w&yJ5D<T
zv^?INe0(V~=Cs0-L_sR~vxn7BP(5K}q(EjhgQ>{^Ll&>Fe0B5_G__4@rj|Nt`(!H!
zB;F9p06M=XFM48k19ri``Uxy4$4XxEV1&C7GTa`C#yo`IkH38Gq2fR0i}hEUjfRA_
zJoG~VQp9=h))+lcYlvJ(M<;vck5DqQZb{Src-jYKKY4?~gYa<elm4Xssjht=>jh&n
z*%aerhB+4!^DN1mCGU6edxF8wZI@~xnmI_=eB9e8v#Qf+Q={O1!oAI@FR$DoQl%%@
z+cvvr!yYhYOKpIXEzAZ{QxmZ>HeGG_V?Em6-^f5jF6Mp1;J7}BP^#IT?aZQ>GAovL
zI$pzie~y9#m)BJ*yQk2}IHY)2-tX%(KEn$+{vi&AX0P$Q!8iDv7p4MSjK^BvR09z9
z<wVPxZe$akHo(UOD2TY#B^pLTvm~KGW=BN*g6f}9X7Up~qTk}O!RoyVrPKJp!NZEE
zLPhlfpadIr&yBq}3)iVF6l*mLRe>5huE?v+npJoawf!QOM0pZOK}7<@tC$f@l*pvk
z6RHki%;`7jn(kRujU<kbRs3M&Y^Ir{F$$a87LB(EgfH&Q*;Cy`Kx&RzlzWAh$*d=&
z{4vGS#F27-;k2WwF$*NBOxn|ytx#6F>U0mmx$ho)9!k{_BKYlB*p|7P<&UUor1neY
znO*jnP*4=mkB1K3L|Ly5Jr<mX^?oc1>{crw>4$0We1)(aNdixBH~27N>;w`D>vs<*
z^W@U)=BNXME}^p(fzz9eBw6<t_@pY`&)K-%9s+}d|AE2r9T(Y5(c!{vr8<83tzN>v
zdTa*JmOd^WYHD8HlKngOeOlUxw5)0LNDpYa)#3t~(T_c2yhM#g!gN(^xJ|cd;D?i1
z@u00@#`kWzfz>|S%$_r?(hN5fG6HVDM!O%bm$EQSeU4XGyTj&8l68wzOFVx2Pycw>
z=yh4X%_uGX{NUD&2Vmge&PzUI#JC>Aiog-DF)HX0&~?ogL6MH4c-G0a`a@z;HWA9A
z*RbAU%VwFes`p7S;RHtv3q1WWH6`Ik(Yl43kp<8pM1Hux2Zn?c&`sg6?2I90RSy|S
zgK?jT!)A-e_Byx{gDVxo{LK?{W)%OiNnS5^z{8kpeeD}^D(eAI{E^LYBgI&Hx>yTb
zVY|Ep$#c9$V^`6#y!kOw!sv;ALG4Z)7Co(6$Mc4B8T^p<X7q|}9yVQrR=~nl36i+r
z^!p<0?QhjPD6vG#X`R1=Wum&V`g>;YVm?lHs5S;%8Q@G2=3tWrs|Uz@nHHs6%>uox
zdC1nquQVXx;_Srg4_f$I(a9VYw0ZlT?<=}%o8iYoWpzBbb}m>n8>mbPJX&&TljsKZ
zvjPL00z$YDnT^M5I7ap~Vs=H#3s^#lPmXG;bRwdnnUP4rVkUgE)@P#!5?LG2pfqLF
z$|_4V*1V|G@%-kb(&&_v#vN`&AzZkbE8QTPVDF3^Ic{+DRX#;XPiBSL65;yb2P2Q*
z^m=vKF7*JhQ{{%M_><qN59rdL+-L%|vO9Uxktt7p347<Qm5I&TuIlEvr%!N13I0y}
z#5hKvgxq-rx93u;w4qzO{Aze1*`KS;pknCcb!W$RcXMIJlx^%z`R12;iOj#kia$L%
zJc@qAn?LaDpW;1q0`PT0(vm3VXCpgXDiLL&F=5hWazgStESFABuSJwT{^Wcyjhw((
zZ-rGBhrI&TPovV&5p6|ur7eJlAFNESdH}tokiPzSTSD~p*LvR^--=HRcGN4DQSYZa
ze&E+;!gen#ywN~$@*)qbDltF`4#invj?dC)iHDM*nd^4;s^C$Ce*`yS4m^xt=9$kW
zVt%DW^2?XVD-}<v6TIoIaC*Pi63qG~2~$qO{ty1s+u`BIhcCJa$#?(Y+KD~<qvOwg
zF46R#6y$sP)>4r8t6^C3cX0>1>J02asZH)u!RQA*#h*P&?hWcjopoPUBxa*58p(so
zs!BqB^%;1ZuvY?xsmU|;=z>IOSz`*a@Xx(7E#F(N^ifO(D-x9ziqW6%ME&5AdgCw>
zqzFd<5{Am3L-N23%RkFNb3wlFQQ0fe+;GO4)6ALUV&2bq{d>n0gmG1<^<$3j{gV8M
zRp9zA%u~D|Y7}JC{7(Sx31<9HSO`TQ5uz>^6KSM&LwCfIm!Y93%G?aEBjb)pXIKD;
z<6^Omx<%z=FqomrtF&*B*wZGog!6Mq(}~?(s(!Fw0^6HPfFOD@azMW=XBD3KO0l_a
z6f>X^kvy~}H$DlF^D_G|l-!68R>EX97PP9-9VcwO-Vn!Cq>-e7mGF@jKP<oL#pGQn
zZl#<iROz0sK1x!^UFlvEdgpITIDMOd6ck_I&h+tlE6;dJKs9#%aT?WP6J4fmttb50
z66PP6@u^jOB2E5vP%k0G0RNx<B}q6|u}uo)rMPt5R+O=tmC*Z80G;6wfM?BW4U9=g
zps9&hs3C}tke<_?0;k5HzJmjn1l%&|OKbHkj)v&-X^k0}5F(Pc_yXv%@x7H((*}-M
zNd@K17(A8mSK%u@60c~;y&jhD78TZ4$QZPe%%JhgS&j{M#6Rr>VfK3Dwsffzf99f0
zB92=p=tOHcVUO@*mP(;sjFs6_J`=RN969u0n6fDrg?R<xlj_8qmSH+6RvS6(0O@+u
zp75BLQr^|VF54N=W9wlnB$FIZ^Gs*j&$#3)v~Ko)x5$4FmpXEA;Cp82F8~R7w#A_F
zbz(LqN+DSsj-tdiofH>^Uo`9|mAWc20;>>oDR&J(+gTun9g1WCkj4&uL$?7CXDomZ
z{=5p&HEx<_{^D@CD|BYULNz9qO;>&o$2a*!9=iua1}EoC`jigIUmsLfoAhR5U8!1m
zoDu9h=sVP5KUg?sJSh@7R^iN2k;tEP8yjH3JyuKqz&_S>Dr}C}GcRs*a1KZgJ<VFc
zrU$%ldfjO<skF?dQ35IZz7#(r0X+-}5PIi7y3k4{@tM`X7Z4rw?S&OXhHzXo(W+%D
zAK&a_?qkl#5bUIx2xAKhvo=HS%@93Lkr1|&ziBRbWzFq(;pmm5QZ8a1Wzqx(qE7CI
zypOQ7)eddZkx8?t-WT-u;ymySINw$=M_D{6d?m*w=mvANM*Es7KbkC1oTB!-Ct_8`
zyrYz0E;hNY?RnMd&u~F4mjVhudxQD*QbFT`ol|)d$Prn^n~I&J)Up6~|0a^@ZE{W$
zN8#?`agpQeTJ0+<cmnXF`ZRM3NPV;rwzpI4Z$tfutcdatD(`-dm;Vk5$`d7nvD!CD
z;NPUaN;h=|vQte)8sH$wO-l~y3)JQeenize0>~=sWBt%HDi}+E3dvE{?!IDQ55|n{
z0=kvk@9<a8*i^^_ZNROgI;`-0Rj0s+>M>mjbyUCnEV(zJ`O$R(+5q-Czy?rgZgjC4
zxh?KDLyW$^>d|#>fYP5}Kr4-_qOwO6%gF3y3Afm;4<AR?@S%u!f2D&xu}f4cj#)^(
zdNSpFe#RgRO4b#LIzBd4^Dh?Y@W1cne;w!(p#eevM}iu1#J>9!(v>Q7p(cBvQ67Et
zH|?jW6=p#+l*Wa}gJ6ZHt|$dwQHX6tLL`hI=Cc6t{ivsXXv7F%_4TE9{Pg+Ty7U0Q
z-zm9lA2W$+f~U;Trd+I2*-IB|tjHAo@_-Y07Ooac%F^9aWEqMU*yY+I+RfA~N%r?u
zdjg8#J?zx7Dd<U<ppVKDLH;HQIG|ps&uX<2#aSDRHCMR>!ER_oa?NocW&nkSsaVwR
zMq%1VZo|`sDrj&{fR+2W<*eK{$&3vR!Q|PEtv>@~&@gz64mz_HAeR*c^Q>ZMJi2rg
z!uSs=Dhj&dql{--LzJ(0rpQ)_iJu}+qkhe?u5y+;-L&o`Bo8h-&6IFY?(npveAXl0
zP~pCn^%Xs|PDUYnN+izvFtKnWR32$nc0*FdPSR5p#nBX&<%JG4v!zx{QM_rqWsV>c
z8R3rVS<Y#NqJ%`-B6T{_=3&?Hk6GMRLU1cTj105Y4WwXdw+9~%*=*WF%hMKGLnS)H
zj+D{Zur!hLJWg^picWaSL-jN}>#tCle<mfnWNe@nNE#}Out~+dsJW;HG}E6eBkRe7
z@RM4g`^C<@zdwUs(wHP|1jx@F+}dBz>r;j5KcLs2#Plh=9EJ?<t&Z&XEX3#)!V9R@
zs4ogP$4ta2XAU%Q>Fg9#QI)Mw9cps9Uz&LRMCp&hs)#JN%}X^EX-p(*`Yvhwe9yHd
zwkxVeLi@e4+3i+BOuE$c^ShEs(fQ=Py2xr8<HRod%RW_Duj<IEiv|0QAw{%b!F@y>
zh(4GL8rUU&2dQXiWyd}3!PQXH@eH)a9B(MeiD?Z+ElvtC2Sdt>f_qG$dTgK(893Cl
zDcUX>&|Gz~UEAIOrF}bVhz>Cp?ml7<1y>Ov@UQ-GcYfxY{}8%Q^a}*r`=4e07u{9J
z{%%K-&iF=81WEb3k)rq#@hhcCRkBi9t8>tMAo*xb5VA3iCQEh!gD!cNytHx33zaXF
zoke+Fj6{6XAJpz8q0`^FW4vyMt=h8fRy8ZK{UsgJm1q%m6-*nTtvPE_xE)g2JJ`_W
z;#WgtD>UF!Ni-DvkxGY&&mNvYPDvZ<Guq-SoL%*^6yXT9U$RZYsx$<TOt&(L{Bu}b
z3VdlUYP&PA?k(TmMygEGD*!7r%oB@DhHKZ~IIFkSQeEsiy_qx<98?U@Is3jl7d6U<
zF02&YBdMIy!d24xJXbmk{lsPb2blXmOt(yB(1`v;lsSgB_XJZ(;JcD)fbg{<6NTaH
z2unCk07_neq{Fm#M<>#N)5oMrw=s`k{1&V7dR3KPc_lb$`q#-VaRK^m$dJJ|2gnGH
z*DTy%r?*vam#PR#d4+%7bsmWTV+lYBn>^f~{_Sd!@tT}%XnWFijqF)~d*;HH4imS2
zSp&b7zb-UGocY`D9i52Pz!Le*(2mZ`EWeYEpHLg1+V#F#E3s=I-|!NZb_zoUd2&kF
zT656%^@?)8-YmBIISC`>xY?>IW^pQpyDzl0IR%-#@M+foi-L)VXhFT~I-<XH!XF*S
zQ;7Q;=KuIaP82m#%o}US3?0#Q42iIcVS5~B5VF&8!ikUhO#4K#=maLthOQ!8AHrl1
zRY-ajkoer>E4p|=pkA1Ei)2i`CXHsOSm>cYn}=5`dAK6A+9uvggZKG@Y#FwlL)nNn
z$*^IMO13g$f*<3%X62no4KXG2iVgTTHNLj!z!h%k2gNB^9R^93?gH{K3*T94n^Cpb
zK6LP3IpM7{kI(w!5;*uzc0L6%GCGXrC?X6?bLQfgG60$8Nw+g7Y`%?AMC;(oCZ=DT
z7^i>CjCdlipC*X^kGfx)dpt3N?rGgG)^NLnBDqYv9{pEH2v{bCPI~JZPx=D#=rbv;
zguNn61B~9h=f0w4_D`eq=0o@A`_zg+nQLf@t+$Hh0v#+(piqj7K^s)aJeeOOBb91o
zc7v%&mXT!|Fu<p1=CZEwE=QlSw|48ua?zAeV}lVxCzZZpePaEdUEXqKg|(=S%rnW3
z3N&DwI4K`Z99<%GmU>jA9wnxnp%aUFP3~Yk#Vr#5OQDCgOY}~eOZy8_cNTmsJ*aK+
zzVPq;{j)>>zro9b|H#qg@D6@_X~Lo{OCzuplPZJ$2Qk^|Za^lT=u)dOwh%W)Nm@qp
zwT*J$$l)V$;kkF^F`$)gajJC|3_awAYN0K6I!sI0yu8V4AAM|!T*ZM#DfWUb0vapE
zv~S<ZUw+I(flZ89D0{6brZnrLtR^6hYd}n{RD%H9^!l3p94YQsQ@)OD^O3a+T?wu~
zOs!yH3ho`^20P0&QMGkd69)SI(v;IYte+~dE@6B>7ni|nK?VK)Am{(9Hvr_FLKP?x
zg<i|!?xzvuQjWvJp2x&MWA;Wdj0sxId_>M^T`jf3%uUhwki4w2_if$!Ao4?ea)?U5
z!62t679(w7J64vw!^5%xZSKx7U0_>?#9{#jT&!=iBd&(IV$DmPwGm}j5Bqi8Rhr)<
zI_woj#InE5Gq>!8qfwLGj7f==FN_A!SUpCYN{mlC-1wnGxKh?Tecb4pIu$>QOSd}?
z{=`RuP^fA@n=OPeTA#2<$XNJu4uXG@2L1KBKMckZ0i@B1RI2Q_`kHNH)q{mDgVoY1
zbk*)C755rgD4?QEsgg}+Sl&~Km-DGd15tqQO}E<q0L8lwshpIL@s@os!PR>slM;|<
z9Qvw$@=ieS=a|n7H>O6)8MHAT(6{SKMiV{BVkx^isr%4AN?GiciL4eS*_J&cN<TJT
zY(rt&_*ljDJ~<qMfFdLMLkbQN9Ih28qo&Z^V$LC6I?5@tP`mR_fcVAtKU~-o!~t28
zc=nV0<4D*Gk!pq_YxRfN1Z9|x31`?*HPwmH94i)GbBPGER;}pir>akhk7`mmt0=jl
zLTl`+o4Cg7{-F4n;c_RdD02G!a&%+$p-|^im9+^zG@JUhOqpN!J#5s9)g(x9`<;p(
zfNE39`s&KE2137*2W`0Ekv9EptK|=hN(kCk6a=bZL(0(?ggQEzTh^761D6{T%ZRnI
z<%i?V{ItmuLUz^rT+v}poW$t+ZJe5pwF4-f>VM<?Ee07Urk|w=|H_TO{BQnOD+;L>
zTaywv!knj#vpoGJdPH$D^Al{^<67U#0(u&Zx@7a9l#s)A$Aey(Q~s>gH~)S0rpS0G
zCiSP>NDd|`L)`edesVpY(aWh_<>2gZQSv&OxWh2?@i`X1NNO5Sa3|=tUP;e6IPaUD
zQ0o9gt%7sN5?o-k!d>FlwAZ+6Q+9*O6rGbrRZV$ReGjqzT$1_EW9P+M(`T*e5Y;Tm
zEflLv9jrf|@%5fUc47T&90`xb#MKl48O%NTDF9)YJRZi3i;|Prk#Q$%&luXnIStCP
z!xw1Z?zKNcrfT`Get?q!wE`zW!J5F$T1;~s*78HhJXv@O?{COVg|n((P}8Q#!rnWS
zE}w7o6W$%cSl{Q`x=zTg^rJU2=!-^8a69`rz8YP%6>8=iK1T4i<j|lH`v7H6<!kr5
z^kIt%Pp0CHDH-kq*&2D_PdX}`CJ4Qz3Xh?6jtMg1cRc(If*%Mnzv%Iw@Cl#a%g*B7
z8T>w+>?IQHGzi3hB%aD!sl^9RxeZ$Rw{8j{TecIe0qFMIZIDhnI(?))+Fpvs=w-q*
zG4ED{>!l}txNJCFYAi@hwt4e!^B7b$?SX;pPIJ)^l52EIb<{u<BC`e`%nct_uZs8Z
z#{R>RX#jW2?iZdYvHpHc9OrvBQ!8o`63BE0_S;!h1V4PWRzWl0ujQm{IBzKlKD%CH
zShPx4rI|h6K2v1-)eu4JUd4E#>3e?fyL_UfWp9sdJp!-e%)s=BtStx_3f}1(56-_I
z$&>Z4?<+w@8|C+i;6INM=?=q(Oyvtah5^ck+%7rB)66X9cs~g)KZ4Fzez(7=N$-OU
zk)+t~ifDztudL~Tux6N$k>hDa;Ji(<+11h4eT-dsqj)6&ho?~w+^10w4VsfWdO)71
zHRP|@Z$G>%lxBM8to`zJCM--__?j(|m5mMG{s5s*xxxNF%o$$Q?b3jT17qXLv;zA5
zQCAf*k7LAGW{G;m!Nj;N<O5u{#o5Drn=|3bVLf{FpJ!v$7ArpetbC0$b5F^Us>U5l
zt6I!+e)hPaxrSz<)AVP&gGU<R4H@9b%@qSO61MMvA+(IGj?<;De?Rh!PhI-bnK9Qp
z6MF+pNK=A>;-)*Zo_^8Cd$x(iuU_FilHncivpU`~QZK{px<H-I<rj2Ne|mi3@3M67
z3K_DyvLo$`6nmQQ7_lsUc#krec7N04b_mhrt3UrWd!`js)AKa@!Qu@ZMjhSTeB#&A
zw24IwaPm-9v#C(Q490y*rLttlp(=xPQY)sZS8T*es?3HWY#~_^T`{~X$Aim<EoEF~
ziX<Yk6|fap>zi&0)dA4MobcX45sB|Tja8(FS>M~yA~)(7)mgY}+0pGaK`|gB%!nx?
zk_Gp7qZZQ0p(_eG3QKRST+PP}V}Jife{%;^`4u`)-Gqn_6;`q#wiEltP^TYa9NII<
zHzIF(j+^RvMeyjcTy?svUTwFUXI*PfmX*k|i8^Z6eK0-C?y_v%k%s2%eH~ku?tT+%
zXXx^owz3`aiu-k}OPc%5B!nzGA=yI>70&KqDGSHv=v&ZbTVjB0awIB&zs`es*#Km=
zBp5PV@|ve;KM3WUv`?{a^VcADTN|BPPehdc2Fo87iX=3MCZU)<@4!7F*Z^ljA<<CG
zl9<On`Df{3zvp&wHoJ{gTK%T%ztL^PSz&l}AB!)Ros*f9_ovG^P^>L1g0*rA%pFol
znuGGqqkBkvpGcR=?>}0$^+dusJtIzNc~AG=|1)7Cs!V4SOd+kulikuHDB5Z8!5hdV
z3v39db$OQF|1bV+7EJdFX&<aYHTM72b(V2at!>-ix<Le#4k?kLJ0t`I1ZD^ciJ?o7
zPHAaDIwhpL8G0yb>6VaAX=&+(cMahE?ESp=^9er84`y9!tt-ysJpRX8Bia(@z9xG#
zLnpNum-&~K7KhH@8YT{8nNtw19~$!`MGr6qE2x64hR=8FIT<cJ7vK$j0{+nv<Yb`i
zwAMt^29`!0VNl7flk^eI&|FA3dzg@yVHc}7IdC-VC2vcJ|0F+vn!2KsF@Kd$xk3bk
z)#OFoJP|)WR~2XKpq_#`wF{n*Yn+Xma_dX<v=$B0P0b!l^QmI%I@yi|z#%tuZ3sFC
z%jGm6RoE=Yn-wJy`_9k0Y}xDuoGYr9*9)X$h0nQXzxHqxd})8ta(1jdIpx|j)4TTo
z{buKmUkWI6=&aRSe-t{i{?As*`lPpwb-T|~-1G()z7V=yRs!lOCPI(97PR``dYrcN
zE{~;7wdtil*@MfAoK+06p}89MQzGR2k6EtaCC0${0z`e|G<N7}CDo;^<364#);ZcZ
z+~5fzdcJ9NeYm_;xzVC*9AjN+Uin0~s!X?q2DCm^Ri)M%eQv_IQH8g*+z=BAc`~yp
z2|R8enSM71T{ryRr~<TCgat+RbZ39*pSoQB=$DD%$qE_39`d`AET}-eqCq+wFr{>Z
zmXC)@A7<cTD+|-aBSAE2?LYO}_kyw_CwUcV)Typ!B{jxVm7{dKwDYsD_N#j;dwC1u
zEPMP=hic+$LwPUCmjs80ykwc!$4VdCw?(AKdryEkxuWqXPuW^}Pl<FM8Y+gM`BgJW
zkDn}TmZ@~y4|Ck)3wr(*{rvmbXBDUWiZv4Z?uw;LUfkachL^K(a7shGF)&-kFR9+Y
zIGpy-L1Tt=V669Q$n8HU9VrTX7$pB~TjF14ncBINdR9)(Vf#@JKuAQ)d@9;bE}NDu
z{5|KF?Ib(cgFl5YU#D+Sh*oI;(`ip}UD<{urJJ_C6xT{)=~rmxfqjp*ww4?`jD5Ek
z6zz$1qg_0?I2|NxxJ;^5*O&?g#67?`yfC`?$$`eh91|4peqE3oIaUQUaU7mqK)~g5
z4YkqHq*tW^0mf&S{WXMft|v&KctJN`m+(-8O8fB<u8-FB+Bdi3{*&$FZDxX&Hz{@l
z_G5|ibabrf$?q@Rg?|F(;I_lLb1f-!5AfLZv`x$LPDr}(LNb39zt2;T3s2#ntm+3%
zj*Z6&(F9j7TGf|;m2M6mvvW0S%}RDlR0*ivaasUWIA9qB#60^`o;OF!<$iBZN<3pU
z59t3dE6dA&yH;FX!gX67XuA$}fe*&tvAQ05rSvBrs{4WZQ|yoWSnCfQw6x|g_Cuc^
z+3ZS|9t~mdR1@*!u!-jywpK`!?iwAuw3ol&ZT?8gVFa`FmPfPoP9Dvq@5P4YndO<S
zJj|N$eQDh`@M3IeC4+8HK{vF7(q3?9UEBCOHjLL^(hif5oG3YhDTGPN&@a5cjYGWi
zGRzJIH#$~@c$)LftWA4dhN;0L#PB(IZz+(s`ENmo)S5Zd=Nmiw_luwS&S$o;*fZ@d
zy_?$@*=TWD0|vYXfI`G4FpCUaU7l;YjTm7H8Z*UdzdWA1-i*>9H@76HE~>=it%qh(
z-g#r}wU^2?f_|5UjnM)#IW$I5R`6s%a`7qP2mL>+FsTX*sO?>}<a{PW;^b}zr@+UU
zG-?cI&O&a)MVs!fNDPEH*;x0pAqIyY;*E2<|AT68!wGet)`QM{PrR8j^pfRBoqKP_
zU#CDmX^?=K!it!FLr*sB-Yz-UQ_LOkOWHDPIQimwv3+$YB;$*ip7v3hiWurp(wD+_
z0fz<*?-n;}!QM>%!TKEfSNXDuXAG_W_jVPF39;)T*<s4Hi95S<b*^QA+dRN@BwvW_
zJu1=SoX0|kX@aQeG;2n$^Be!e2~onq{pEK7otii&3)&P1OD}7`s?LAB?AQ++No*9l
zu3@$=b+Bo%u{y+7+s21wmB@%BHlO(16?<+CTT~y4{?@x`>$|IC6FtDzJ*0o^ZT?-+
zRz2drGp|{9_5@i(1x#X&qu3&{TAn>=>f5D~hUirTQpPj=hsbjhUrg9-%zhNi;B=}E
zi$ya^bp53f@$(S1N4wRGIeS~O@_mBpkRFT4<5Lp`F-@rvQ*Pb-4=&!kue}w_TM6Im
z2lZ5C-dB8z^N?3E2}&3z0Q(t)u@azJAXvMg-^S_r5z-#fosVI<XLP8Iox&-0pXLSJ
zpF>}Xa-V^qicm+QOI<oVhSu~c9#1KCa&@?Jw;l#%m<Z2IWI)v9?gPm-+5QM)o^6^N
zq0m>ptv*%nraEw^3O=F~$b2>V&$6Gdr)l{aQ10|``f||4rDPHQdjOu6Xq7!n1)4Nh
z$3)RIr4y(S*mi7#Xx>9@8Ld27QF0}-uhHnnUB>xgFU<vx{;IFNe2C+M`t_73GQg6>
zW<tZZlw1Se(8klaM`K~SoIR8<6%4B^-;F2iqm|Hg4e(^83b&Dbn;cW~vFc5|>d;hg
z`czeN?b%`8V){h;x03Tc^gvyT@E2e9elyRsydYTfrp4C&tsWK;BgU|x<Zjno)yo(|
z5w^Jwj_V$umdeLE9%bwpBHn#Yg4ep$Hf^q@rFd%LfE`}v7sS1k)TH2@<VK$pW1PGh
zjiat@r*{A5`1AzqJ%aL2Wsc4NVLs+RyKNDl$l=6-o$`i!lV5jemhj);w219rHcFI8
zzDh4S(BHtzga%t>e&>OxS%|b!>*y#Qe!z*Vk8Z+EL~BYmK()QM%$U2{c6=D0ukB&O
z>S>f1bM`Su+>jAVKFR8#%=zd>bV*^hld=4VfNttwB<+l7`(Aglhg+8QpU+26eQ7Fx
z+N!<%)UQ$S)-VwxlPK>cF`(-s4b8(1B*Yafu{F3<S@B7ftTtH22&*`hkwa|$#>kMm
z*qktL9FnhA(!Xys^GW@yHXq3cRLxfg*s~s)21S4fPzuIi;wH;mNoKw&`4c_(&hejt
zxUoUs$pS6U9xEQwe_dt^-U`elo*&QFmf3$^eQzF?m3{f>rLJGQ;z~_#ui5_f(5q0H
zwb#o*m0otVdPBZ+OG0`~rVni?<*97e(W;RW8jb>ZQt>R2!gUo1%L@z{KmV56=)=1Q
zVNna5Yz;8u!sk&S&PaYeGA*?-uk>SzZ>jO{{yr3q^3|HU_~UHl+<|W@xr<V&42x_-
z9*c0Zfk?t2v521Oi0euM+qW>j_66LoH${3=VwL%y<nc)I-WkoM6RbH0%D>%BUIM+=
zg11Ji26ke!k$^Le#+IJ1tBNkYuK;GwUmU;Bz=t=cp}Wcq$0Jbl`acV3L=RYpRZ{Ll
z(&X0Z7Wm?h1_%knVJ?xq{5{EksZzNsxa1k!V|E6y(@gn7Y@&Qs<1}6c)W<T@*rtn#
zbhKv5rD17Kye#jvZ<R!aV9%KkNvyyssOmYt*rdI0p6ZopOF!HQ-r3;!4I+Vr8;X__
zRQT8a{UiLfS{?+?lxY`@V~kzrCp(vI(h0p<KO{|_Rq=k!<DE$D9YI%0WZN<YW8#!f
z8?6LbqyG+sI}Izo+oime>izD3o{DBfZ+)}X8%@F9AM*9W*wkHiWFNB275txN+0=4z
zo{1(&;jF~tet-mV1D(Z4PtCcP3L}>Hz9cDBztcGQ2FhYXya%0ZfF>q*>wY%7olgKq
zjN3m8#x38>%FpniwX&dvbS7+=R8q`v_<Bjae?3@GrNRlhErR`7+FPnVWKPtJ6CX5y
znkbVam-kDNI<-a&`V8NUV1#_182>cVLPR*aKv{y6q-q{nwd{CBq&wG#gv7bf7dKmF
zxYZv1PHKdX2ScXGEQ&t}C%m63bzv+=ny!$>fnc)dTa4CB>XY4iwmGSh57FMo=Fhyn
z?rpGPbOCLIG!ItK4aS0iJz>z(B+D<41_c*FTbJe_uZ1ZR1>2N^D2tM>mEG<&&F8UN
zIWSxEg&S#S!YEm8Tu;)Uc!7uEpGv`#7d=pNM8WPa8ySl9S7&{{D~A1sG4_ZmB$kLG
zOKs2<9t|l!ncg)6ba!@*=2>&epG1)(Lu|d#$x*!W^ruz<bey6V^rCOSO0RN!;xqwK
z=VYrXjZ9}!WfvQq1DX?v!8GAZ1TGC`c$Yb#ve4A}!%~~ya~vxuvPgwvNNsM)f%h>o
z<+j^?VREn+<Mn{!YhG)kKc!b^a6c}IMW=Z$Cw1?VB?nYnYQQ5Fd8Wsj+z|<_^6_0L
zW?pD!55yyaGXHi%YYPb{kwg>X6|gD`N=bwhPW{H~x9cm@lm#yARq{=xQvXS=*#AEl
z-gV6YMOSYzIw#Kk=Lv6%_jK5YxC8QY)Mb2>G^m(H!PrHsQM@Ev^hs2Bp7wkkgK!Dd
z+&<w#WA|l9=6V>jWQ4h5cTJ{j1XnB*h-^3(%p3*N6CEMwV$Llx$5~5N9(bBAVL`Dk
zwckdNnMPbz1}}I9NqgP+WtDG;BOYcnx3X@ONN8f8-NU7I|5<X63TxUKcwN<;a=Els
zkZ&bqi~z0P?m?Z{RQjxsgnqvve&mXm7iYxrYchB`<)OEn+N?YFtq69jYvVMjW&g|c
z<%@X4(JCjTcn^ECvkgdzgubYFb*+O`8aN+p1k1c$mg@X5Y3*&3W<!LI?W4&=+3P2*
z8#JBQEB7n=;ah6Ge2UmqvEu>IS~*qOS%BKX=R>+u8T(l++x0zt7hdU=pu)~2uN9nX
znYhZ3Ldq%=`sM>JxJ&NP6HEU#1=QD><K6Jk3HhvWk_~zIvFg(EUgkHZqMFW8Xtnd5
z^~UjdN}*t|=fq~sZ@KbVW*^fr+;DPa&9;`EqUJ-nl`=fzcOkg(uI&o!l~VL?0T;|?
zGAwLm@_*`nEzdxI`cG~JP+i~?Dfi{0z+s&wv6w`F_QpY&AJ6+EB6;}W??_oFTp|I~
z9f7|{Oy$>`UdKCZF}a?$P3?f)BYTL{t>^ibNsY3Hn-y(~g&%z{6VInr-d+x!OD#3f
z{1pY-VeH2;I^3nece*ohIaY@PrIAIrf=1}_iO6fWg!>iQEF^>6@@oX<MAaLYA?=P*
zdPZ%$LzpK`8k+;s_i+St9HbOWf4RgD)HD9BCvYl3cF<wktNRsQg}THXpRq1s-^htV
z$>UD&Ka<nH_Byx@Zbt!6|GlR70v9{<D!0?-Yw~M<%q(;rD(Qzro>*f};f8S9Wqk#W
z&d<r-<^fSJ)+K$(nvF-s<)}SBa0LuNX$F<Da^iP0rn8rsVmUg!UL5W%SiNHjRd+DX
z8D+~~=f@kQZdGvZ4i?QC%Z+wa$%Qk=L8^;0l6_tjQ5KQ(=8vYW=A)S^<uVn3HZEzZ
zNo*5_2BBvZWmF@evQjA9-gz>XLN|%5<L~N&dO94Vv?s(W*23#q%Syd|ID~m+>kOKC
zKPpz8W`2?a@2NZDG5y!Ye)9j1d$9mp*K15!e_`N6w1B~(<bz_I#8z<IKqu?*7t-u)
zY64pt3&Z4{Vc}B+r#5{q5g7}8YcgE7_Qb6iWoZjgmQjLHVz-2UA=6&I^E+0B4qZtD
zQrx(Xal<Eu1(e8m4Gq{0B0sIa2){+^xSvMJcp~CMA<*(cAhV&}SpT#p-Wi|&gPLTy
z8HI4SWzLML*hl2>r*W%RBaH1Dy=x5I#H|ruUyxwyHdz@;1!i;PN`#pEyuzFB(A#x|
zE<cA~L$|wP!1xGa;sNQ+1rpH!pZ=HGoa0g5f2ODGSDE~|?9^e<1IgILUV1IsG2=XC
zqaoHl1J;#6H5`a(9EDOyF1lpIFL;va(|1u4*ZJx6Z?lHk9yw7~`PK&)w`rUE^g(7j
z)cYc*7~E;{)89>`_9`%A;Vit$4&x@o%S=if2<PAto?Cpa^(OJP&TAAI^SGjSDdu5Q
zX}kEtrVk^zWAHy1mHeV2g8fpbGt|fsG?yeR<T0aZiyM0QS@IPmA%Dz^Is@KW+f%-+
z(2;!aC7MCd>B?4>jONOcb&|)c>`>@zDTKj%bR<i5N?06b=D3T%R&qRQ<rtw2Y7_*9
z;$!>`lY>JVXkSQv%6@pTi11T(-yCFab}fpjba>AE4H2Jn*9t-U>AQ!CL;UhvSPJ)H
z2I0)6sNRxPgojL5o~XldumR}nS6qt&NNXNS`AS@mi$4X9A6Lu5J-Hn&)Ugz5YF?dn
z6LW=YXTY*@*3s89EmnS6eCKA&ijAhu{P4{;nww`*95_m6ad6}Ii<K5S|2_Yxi|<o>
zY6AGd{5Kl|<B2i|*Ls~yoxihXR%n#HJ3R#f$>XlNdT&iGb*u*Xj0o3jd3l*<n^M9B
zr1ba8gagyLmMl^jUvepVfNtO8E)npr2+0Qi$Sxgn#F|uiyHBM7Iyc|^S%XsPa3a6K
zLPf7c<WZm$7SDKP)ORt-X$?@&y$)0E>$bLH?5XOFX`Vb7SrSi?ikGuwT>i{4X08zT
zOywzAWWR)k1Q}}Sr^-I0+yJADlNG0-_28+;f$=@w-%x)>u+X!W#s;>1UnU{sxePCj
z>5Q0AU2iUrpMvSR<NMKk5jMn5C?wmd@^rFcUdzZ@Q~yRvYH+j(U?t?Cc>CT3J;>=?
znRum7i2TS;YCuEi!S*2e$0$Fzobb!2C3?{TaeeN_;m7f4h)wBkM{$cMU{eF|1Z#K4
zGc<5%g)T?9;o!oNL2G<KZ~g)$G+aS%iS4L|DQ{PCuw9viA&@Cz)RKT+%ayBmd6@Av
zZx45@Pi$6&p4r7P2Ib)gS7doxdLyMEs?Q(0TkBvmsgq69RB-h(;~obt{`#-{6%r_?
z+!nsBVqBRniM>w}n=ipn3s&UlSWOeck|=z`S`SAExcx((bdccj_>&nu0|lqQdO{65
zwF34lYqB}5ZP}F*k@XbFKPm#32NCzG>cLHCfi4^i`^fHJJH`K5cH+H)piG{{8S%kT
z!lTw0d$nM8h@NyQ?mR)Rk`jY_*7pz-Vx_Gt=9V0DTk3t-OV<XOJcAK+=r%;Ddri3_
zFEuA@C09W^N52xaHI8AA30kBVsWG4^+|yeR+sUG9X3@|+GMgxLDz*F4tXW^*N!6mj
ztn)h|B*|Oz@3o*y0!mSF;?B(lz(|(ynHGyC*<cJ*Q~5A6q<HT;Q71;rv01fxD~_)=
z(oLaF^JWX!$%6eqQ_igy^X7E;HX%ApfW)M1NIo&w?u%z)Z8W4ePKif|?cKT(O=P(~
z<MOOwAg8athynu*F_n*gW5kK9)foX)sO02IZ0*~=ZQ!h4xJ8LzbT?T?#HA`fI%+2S
zp878u7WrrwpV1Km+DGGDbo&SD+fUc>_eBPCVk2Z%f*&^<R(fYOTLzp(&zX$<Jgww+
z*xZ0jkJ>3phvgA2Urxl#llIr<D?hqD=hDj}oBR-PhXAcVe<|IbePig*cmDVN0lJ>f
z@ciqFB2MYQ{%Vj;i{acXeUTe(;taL>u=&<hk=fTYnzUqB#3DfqDmk|fVtg#U8zoi9
zKp4;0gl7y(?}z)C+o{LsSDGqi{bEPmB~M+$4=OGnCT?wVkh1hV*5Kwuf_rNYnRavG
z4r@+JzoaMRvBL1g<Mdq!#j{vH;o2_D5JN%^YKxENP*Lic(&oWJ(>1K2$){i??=x5U
zpQ-Mat^V?<+l9`U+m0hyOyWt`-^Fzc<s6Xsc<$>fOpgR!v+Z;UBjB!j@aPvm08V>z
zvE=EpBamGN+5yziG(W@df6R6XD38~9oL9q0d7YZ&#W#tNjs~0nj4`?EFLJSPts6O1
zoQ$`$4CH;IR!H~%CU)Be3L74a^#JwPR0nRiww@)W<GQ&^DCE@aNvQo^0l;Gwbe5aE
zxmX|bu(Y`Rt@bP8#!q*+*<1a?{kZo~C8gm<sHhr%gu8M$FD5U;i`$(ncS)(antW~$
zj&sA*ZC#Abpn2*x+&VPJbG><;E%aM6?n??lyDqBVPNoZVm~}d5b=~%#aU?0VxVD&e
zwcRaP)xK`I7TnMAySf6fKQs1Y2KB@nQ$f-RN3Dg87r5A4Wyil1-|*^BkB5hZ90H2c
z%hi#poU5Zep6kmi<d|uPsi<NMa_*9P037F$u-7AA`5zu!?EmM@i{ffU@Vkg;B7ySh
zs*}btL|ZLsFusDs>Z<F2E>I8{iWs;3rJ5S%Pv70ow`+D9YRT<~XJd4%&s~B9V>y<a
ztlSr)h8h7NoXe_K7|x)Yk=sR`ZK%oIaKm}<tm8sxq)=r?RfBCmAQ5_8L<(IUbX=EK
zbk^{1J16>o7u?9T?dL5L4QD^!e(t<CkK15Bq6L8B&UgEMAV6{Oh%BS*<Re}1<{|)-
z!g##4k4ee2_Xck_tQvWa5&q_9MJc9F+HN=!@)5mQJ8cv>+PEKizA<?iXmQbJGlS=?
ztNF;!ly8jD*W=$SCdku2do1PY8#Tebj>27ZQzoCC>obt!_b;ZHLPrc5FBFf`E1w2V
zB)PKck*CYKF5p&GBkiew-T;Ts?J5S}KMJ^TK1$Qm=y*e+*&!&2!R_{P&+SV0k}8mn
zftVZwiU&r6%Zxjil>KDLDp?^nKdjU0`U74ld2LJ9+{q*Cnd@)8W7;k`(53BKax+Uy
zA|A_OUL8S}^wdSamsZ2M6l3nIcA)sn3zGd6R)&%J@3kp_A(BkUa;f^-I=J8>S6;NZ
z9`LEf104W>E*e0=l%Svm%mvgZ#qC8WR9S_ECje3ul+Nn5hPzez>>V(if_&~!JV=<(
zZvRk3T-gd1!bCVXVF>7r2y>wXU@jCeG7EPCXn3?o^cwoKAZLJby6nM@$ZE(%+hIOS
z%`<t9z148u$&nvI&J*ZA`vE|JS<Ft?xSkS&ChdDM3<85^+>o%D)$7us`V-NhmL7Z}
zet7-Ezi%7U(xty+^T91GaIu||$K*#qL|mp1u?y8|!~FqkpPpOER;61v-Wozz<gzdY
z#73C}DfIK>IWbna{c`Bd@+pU3x%NW>ERSdJYAu35yn%;v-mrogEbY%DSfO^A4GjYg
zHl-FluKFn!nn7$45brZ+ndq6a1!a6%{ItLHCzJg}b`6T3%yPje5o|D?hDnaPK+`x`
zk#xP@B1vu)h5#pI)WlwWvE`EnO_*I9M5*ZqrAiapcSx2(bwxr@HK7$&{@X$(4i6Kr
zc%U(R8XwPRLwBIYv$(a$j_bNo6I4*=s$0`;V>iXr3RXh5Z$Iu!7)Mj<lC!Fon6U3d
zR!$}ieIf|>mj)&$xjn9G`5%!F#Cc8w4kVnx?b@vprKb=u-btmke*R+oY89gZ|LEY9
z0&dy5#>Nkm9SB04O=aNZ9!1cz04!or$JFFza!voG+pN&_p%sX4y|dm_y&B_2{n^C9
z&tSQRDqIJ#UO<c6&#LCM_aajSo^>>PG#*}s2wnV*y;a*E8v!em`iMXny{Z@o5ZSA4
z%O@!po1W+7v4;Tbt?~D12H-wzb(lIlJ=WL}I-WLbtUu1Htkg@xa=l!LtSN~=Ol{9v
z^z}na?#uEY4p>xeUFrbN+T%t-9owxL8=ta<_ru@$t@;U~g*FEWa>NX1n_Ip|ZqE<W
z0XyLJz1??5an54~DS{?LC0i&2Xu`lui$Yp*{_&n$fN}3HU7d?&`7N``AczKcRrJKq
zv&RYkxj;HXxsv5;fLbm>HX(^EMh}9zTZ1w9BrVWi`-*{3loH4ri4|z{v%7=q_>QjW
zpy~Sb_r5H!&z0-IJJp;FC-=^!(aeSzsLPZN6FCI(vIC>YXe`^`@=&m7bfmq3p_pNh
z5p7U))~!=fjAm79h1*OBWA+laE`!Ch%WHoI@wBYB^%eDLb}YA+UKDZU6pi&p;|VD0
zvV>CORJ#Txr=4JW**IRaK(xm+!m{ewPY?B6FFVE0bllgBCL0BhPK1h+E}gZs-uI0F
zb~=rURJ@~YrLp`{cSYMCn39<v#u{x=4D&fdeHwzyzvNW!%o7z@pjn~Y`S~gx_d(r5
zAp&b<;APkM*Bd@eDL?)BsY0m1gb&;8R7jBBIYxK0QPlT{HeE&AEvJ_N&>Q{zA7D;$
zTi?opf5|B#ILH8enA3eaw?Bzp?aC3D9sG^Y4&svfPMOu<>xZX+39`}6aYkY3oeS3B
z!MRa2;o1%3xRXWxiNh)F3}wx=r&?J`%G`jQBXAKX4F-?+=1=|xAf{G>C}SSSRm{v6
zYSuuf#^bq0p1||~m+iWZA^>4J!FtEbb7_ox?lTIy)euv~nAFP`2&-O7fOQ0Ryu&FU
zXp9jFn*XFGOaX(#1dkR}SWixS)rt$%%F-$-zM4<0`#nu|8=c^(KN!-mxA)oa=bxps
z8O-tj1vm$tu8<WCzsFY@_O*|WF2D`U_!x(<>jZ&@P@-)91k2~mY<2VJjWfg3@MG<a
zHv+&3!YtWlj{<Dh6Xmz^-R&6OV`X%`1<->>RNNezpYq2+Flf>>EZvN^>yBCK7cgQ#
zTX>pCK`>*PkrQ6ku<W-q^dp5Dg{ypRko0zpIb33SsX$p8w)}|8?3zBLhSVA)sIg-o
z^&XRiM;jeyD2wN3g=Ser<F)c#gGh{`8du?nT7qKOk3)szNn<eXfkO3T!(PTpde$MT
zxO_F0HxMtDg5XbHr4yAU!sep+PGqbRT7oYXH8gy=!rAOD`>ayj4@Z#eU3gqqr*d49
zRjw?&0PS!I&<@E@dxD-Depjos>#I2=IX~JGa6L&Cr3pbq92{?q@lV40G5a@x)|;gP
z(RQJ|Rgd0SUdIVI*TyK%;ntK3&|TywP3$ogfO51k=CW}}?>ub#+|q`3VeeX&4Qo<6
zg-xSSrqkbG?s0God7}0ZTew4gINQw1RO>5Mhkzfio+!CJE1$83&A&_TUh?9=;;TEE
zAIN|SM|hSDC7@!L8e+cmQ^8R0Qz6rQAhLf1lBr@&zCwQY1n6dZppCA<v1|3_3#-E4
z+VSS$<-cX=+<K`ux48WHE1hizbYy?b8aHp?0<XXx2BPi%SuJ>GPLKKg?u><)_r1vz
zb{%&8^(>9FpBV|C;OKs*iqP(!;J>m{eVIAB63sLf6^SxE#nd$I-e&U=iBW>7LGiV-
zKA}b)QfnWSG_ZQMv#FDL8x5`;ZPt|7@|mnx_dz`kyXOz@6j+lye_F49{xqZcUYxqL
z|K3zk>;=YBeKQ`)hvdWn=+IPm>(4m(kZx0B=lea6#gi_g&)G&xwIWPI9ZLzVweL<)
zH?_(~Hw9@#2k9RR4)yxWBqj;;KPBmaohW2_m**9_1T&!v<k+3&MSwEFs3%Wb84#Sb
zOBVc98rnUZ$?q~Y?rNMfL{F3#{~;Q^D3(90d?nnbwtG1qaH7CLddPVlLA~*QyT!=#
z6i2N%(OJCDEI%y-J#AAEm`YT%lc~TEsxDQks97)OBNV|wuR&7r8!uFSX7!>y4sCs@
zP2mk`C3YTo>x{SA-!;e+U36BO$;R2GThlRdc(H&cTDCKu^Kt$w;D)50d)**C*wmcD
zN@)M7yZqBW7RdyP+Jl`ms(DAyVmVzwy*lxH&O|boc;Lu|y2YV7=z=j{)LZ45`lF?5
zm8!dP083EOs@?m0N<qdV!cq(`DEbVFk|D4~M(?@={0zSRd}-azHhYl-hQQcK=;?EH
z7Tp|byI<{s>=w^;D6qW5MmyH)R`vjiuE}U4^L=UV{hv^{NT62cPaW7wZsaAc@f2Mp
zjs^}B$Acg)eGgp|3}$CYHP|e@pclKnachi*zucn38vX9^x-DP<XX256Sx%)M77wmR
z%Iay81)Yb!sBJshzqVj*9~-rI_0e{l@ZyW!iLvlBZ;tNn%ZKT@uSm^t(DSk%Qi_y=
zY)70YyAFM%TaJUd4<tGBK1Z>YO4FU`YIL@7NRv?>Vux3UL*e(N!0KAFn)h~(bk(2C
z5i(*C_8>LP4;x^=@9Ob8_8WIM!AVF`nl?)#utAk7+T<&WShNg^egL)ftt@+{E*hD0
zntsnLQva*SLU!A%x^(@PS(m$_aG`Hbk_&L(v>qZFnE$B@IRwD>p8hZN75d6UvyTSP
zqSoQy2nr=ydZqB*->;3!^}|zB3qA*OEA=boBaiO(^(%ybge$J4lPpy#M4KlzZwC?0
zR0J@=Aw`sr$JIWss@I<|`>JqJG*ug}LPn=ov+XqR6Z>yKnF7AHB+d#l)mwl<jJdvh
zxz7>a|9&!3GVQU%Wz1x)5E2*y!`C%xT5dfgWkQ{Lm$NQ|jCfH#YheMbv40lCZ;YsS
zFB(9-36!P`m=;s@pU{7}@@hLMMYfqwT-}zP$w3B{Y57InN*%F!gb<E;ER?it2`4)g
zJ5;aoNZ0lWfoB9=bK+KJ1I<!=w!a0H=T1`Qf~$%4GnYKoW^ZO>ijcg>oS|un3+FQs
zb9(DMtRUpQsLU!oHGUvkFQd&EUy+YImrU0HQ)?!HZxX%J0>?}7&QNOn#_}R|tv``y
zw^%5DgfR85d7uSo^GCUz212Moy}{Aa+seBX`=m%Iu(a@~FMKcLyXuLRzPJQP%jZVb
zOEz-)%G~e9j4q_4PHiw|FI9`nR(*Za3nTa-s}=Ou*P^Bq2If(aJo{DcSK@7*yo&>Z
zbAxULdd4qXiz*DL4%qlPQLri-&fT=O(eKY2{ne30;x+KPmrTFG)<4_D%#gzKh(kIZ
z-~Y7zy0B37hPX2@z&efQ5O{L_;y}BbgWD#(Wp1HXf4btO2mpZS9oQ!xz%(}e#Trl}
z%>^BXzaXG2Qh_Rk3x^<;bYo&9AVGy+zcT2a#^WgN=2nprTy}!)ch@}egU5G**2Qon
zhL^Z;$0K1ZF|fj-Pwa;GQFF)BrOsPJWMOumZDWia43%**m1-s<J^JeeK28r34VpXi
zM+)I)cMiC_e6MHG_YjcAQt3aCMpepYQ+-9d_v;HJ11Ki!_5Bc(v^Lhl3jzrN0zxIP
z#N8E*B?UsQoX_CXbZ#4lH47riB`OSvYNUEAM|`|k@{4-hz`(rj7*o6e))2`hpXk)*
zndzyylC3R=;_!QB5$kFnP|lu~y#pFM%)#E#n;lfl%<mT7M;1R;%R>RiZh-m@3r3)w
z@@w~Qf<ZjDuN;6Djz4TpG^I%MJa?6NNHjGO?U*7vMI<LQ@>hTn7Zj3Pfpwnjg*4n1
zT|kpAClf}fHe81qmDSEOrvk^4a!US$k|1iE2mf}0BPRvv4YjcSsR&8aqP}OKPZK}C
z3VAaM<AKi-wQ5N(r4rn?v5x8aMw%u~C=EW#zo+%3S>VppOnlpl*hH%PXW$TD_2Z_O
zf61TkXo`=m4zvacWB=Gxvq|5hhMmY|H%Wi?c_G~WV?13hjk-+kF={SY2Gy(-1zM+S
zk<+D08|WR9M!m&0m5sL$|5{3lMMK74!)a(nR+-^?r`vX&X53`tSKx05gZJV7f<pfZ
zZ!R$5Lzc5lIXx}RfzE#dA5_zHXgyH;R<On~MEU2sx)~9^i7P;I`}*8bV$~4HP&^n{
z-Yh=7F8}U5223GWUfRUBjWyv3lY)7lzhMR!r%Jq|OB-!@;fkQK8QY>LbfU+<HlzD$
z{#>4Bw!5ocKs}aqax}n0`)l-TbBZQzuJF_YjNS*)>Zp{j2o3baq{qG*-mD7$g+=*~
z!MeS}2oxn6_G!gHLY~Qoq@RHqNF4IfRLb_(@Nh9(>-xABZrmpy+ls`}En>gK;D|fL
z<52S`SEWjz;06RLz7kNa(6dxAUKWqRhUnPK*-!4N|2(E!!_6~;kp;%0nFbwk{0-Js
z(Gsk<1G|)L6pFe0OZvZoVcreftrY|)=-xwytG4g@suW`Ukms{DY8+2aVd27zR1F{&
zSHVZsAztrWPh~_M*_N*sE7yqhrQ^hJ(#8}-uX77*e#!CHh=Qzaj)Bv}Let*`kN!pc
zEkzD->H6GQz$W}J(|aI98v={}L$kjSzX5E^LVr1FSr~y{T6VGZdpyOydQyGjI=#x^
zVnZd|UPBd8^vLc^XBjXby_&yLlIha$mvM|r;uR&Oi1u71nGzj~gc^Qgm2b$&b@j3M
zkpyAzg<YA)O7m&R4vzyr^?|{^)DmB`9fA__r@q4fZ65=G$A83!TNjTM!4US*TUKA3
zJ10+$zZ|~NBzl`qUJfZzNCAzdnnTFD(!3shjCpCn%s1k{)$&+EaZCjn3DIDF{g{Q^
z%I~>H*!iOwE}M(%_UM<oWs#=*hi#Qb?Pg?H_RWFa#8K9!<v;fk6UYD$;ommhf4H(G
zaj>%&9}(%GuDqp&8H2k(xH6(I33QsqslRr*DJ^G0A%KHTxd6Km164mgz*UhkCLnvr
zgX6bgJnqam98P>t;LnzkgY&PVw*Vukm+tQRZctk`GEEtu1ITckjJxOu4wfktCb1yh
z8Cv~6qR?459vAsYHbn>TGzoh|J+m-pNY-Vj@rj-69NOuIlSHd3nLls1c&*fs`xUhV
zW=+5W;*-cCHa&+53sOdI!;%Il-T<Zp*FjpRXe$)wgN#8WqtWHzGW!EuzuUF$mYysX
z7W%O4PdwvIftwKg9~$2x9yZ?xV-r<8H(12y;%8j$5L?e-fAzg>c%M200e_m=vc5QW
zH}OOlTQFB%5E7@S2<rl^#vJ-o=8Nd=eseEoD0P^%V>$uxqy!blLSHg~sG#PQv5y^z
zObHz`<o>fj+$_V0{moxD{ZhLh0Nh$}t*&|pHLd&JH^$-@g|2yo+OGT8PcP0%tQs1D
zoPi_<Qa*>{aGjHj@J}dKQxj)Fb2_I$qEG+73(+xKh@3rnaoI=r&lh{Y2W^h1Vc+0s
z)Uu7h-femx7BR1X|E9b)*4dk!cGO8Y-%cTSn}=JuuPk<KQU*yU9W8A&I+s^e6uNc&
zsX7ObWzU=sAC4tg16AjD1gD8i3OC7+A3u=(e~>nv>(JV#9w*@*K;<aKZB*XR!#oUV
z^*%r1m)fa24*=pauCGEG$?JPcv>YZH7S9073?kGl;11A6@gG1N!kmKmHVIZN4L{R0
ztZEON0SgNsp4tohNu4>MUX4sBQ@u4B#7AI~^9qlB_YJ669zSg`uy`_J1dBsnzMrnL
zEG00?jHaXjn!t&lXNsn#pOq<-oZY?bz=9)J8Tx6OaOr{jx{^-`Eo%tFG-JdwJ_l|P
zfZ+qkZuL|GI@JfWI`H+P+LUMMJ2SseB~ii{nWt@=Wrgb3rmeIc&I?voE)N>7Pxe!i
z<{GX7@izcZi8YAt*4%=-)dLXV4uDd0vg?UA;8Yp&Lhf;Q-9Jc~wL?^$BQaBc7v^v4
zL-_8GAZk+#d+Yh=&1|IgJx5yr>CGs`o)f#z$wGHr_gf=?c}uv#yiHh3m>D6;wc2hE
z0F#P<$86nkVo;(axXh?g&}z2U28dTd>`$9ZHiYo^j;5sijmOz~o_CQsJOP6NViF)-
zz})70<7@+deSLSlVg9LhrxIcI0Hp)5FVybg|0%$NKKUKcrUTe5&~*ji%o!qgJ39gr
z0RJZ`#4l!I1qcf9Hy&KTw+;+8XKlWvZ)NqgG<8!pUmg)Ho?jt6VZS@n$YR9h5Ayk+
zQl}?5&Nd(bY6O<k<C<p~ZUJB1FP(Aa6&0l}Kncr@upHtM1<JGOzq=^h@)P@to^#XF
ze#;WT9y4g=hL(+2uI1X`xK-*vDX-kM;8@R>r5G9%VFY4Da-{^>586KrmuY7Im5T$!
zVDbW1DEDhWqpOXTbA)%QL#Ux2$j_KlE7|-GJe+IGRc>>Qzsyq1b*fdTZDbDDei%=U
zN1wlPbJIHSR>ua&GXvJkp+G|}V(FNW3sLTd5V{WS|8i{fSZO#nnsvPP+fje?v~J6>
z;d0{gcuI+2xBKd2<rR-`IL-%70Ai9_gGlg*(Qy}N(Wx-K1fCSjNqr|xHL2UBc<mnc
z{It`K_WSw5gm?{yN$X!8u4}O~4l}wxzcrxGUA_f!Vu1JJ^jzrW{@KRP<-tlZ@HROr
zJ-%r?$|Wc)v{2D>TFqXGrlfiEb+yRqsZ(n!aFd7gRa$_;?r(CPvl9VFt;w7>i+~wm
zzvtR16P+>OMt+jQv%k#2xw?oU1h9owGY)P=fb1pWX+|X;`owkDCk2##eg0#P$K043
zqi)ksG+~7rxF&%7xAt)U;G)W=W0KGLfs`O2G2Ya8L~fDeDF}x`%wF;($?@-HZiBY+
z%XRn^!`F;(P9fV}sdtZukh?zT@tX)PI{I$nXb5k~fg4>9YztStR@~s+_2squ>xszV
zav=Ng{9w&MYraJE_ym|7tSl{^R+F+^HrZiXrxWnFxq5!M`>j2M&>kzOhEVr*8{6~!
zd4nE{|7HFl<!*b-#bCiDw@fbz<LHnw3K8Sw+2J;jXIEn{lf{LIryWsk%&Rt7hS`hy
z+Qp}t%m4&8hOGCm0dkuTC$KMoLDr~`9p^4n%kW2wW`Lk5T<pi=MQ=>HfGCoHUtd%R
zqb4?iBp-y;Vv2@k2>WI&gS7#^JDPNltBt}TV_Nz+4{q+!7^VS#<GT_k5c^@v18~rs
z-L62ONvk<6+`G!=Un2`ZLdc|bM;eglchXOOkyaQYl<9Unvn<rOEDYk?5AJ&WSR=7n
z_J#X3VE@x7UpU*js?73va}LB>O#i-g$)Jn>y83-<B^@=;4(Y~4YdSctdOfotq@$wp
z;Ve!?$Z^y|V0SErfLXm1xb7>GpzW_4rL2i=KiWh3-Z_%XcXvSbZfp~-IM@Pb<3jz7
zKcfMm2FPIhzp9=M5g@W%Ak$2dct2esRJHW!8wO@k_T`NZg7b2p$7GEJuJgvJE2~jy
zRohu{?U)#&nJixYNa+K1uEM9poBRp0j)U7AILoBb(4zWHv5Akh#RE|4Cbjop4N7~&
z$0@~IV@i^lT=I%E@=i?Q__;-@E7>X29&-mocS~Z3iUlKU<KA~nkAub?^FFS@a0Fj-
zg-7r?kW{I>gm^JImeYWoOSMdoYe5yA!--Fr#0ljODZNaAUYJ+*6TsYkJbl=QP#dap
zw4DGo4oIOQ6Mqb#QqQ~mcIe9vqhBm9N&3kWA9w0#BjO0*S@~myR)8((7|6H6jN`n@
z#KmODipZ^#Km~jIKa>Hitbb$c61)PdHoQ`)7nBci6jP*cuKGiVxV1M&j*{wLbQr9E
zdU)!uAV_S0VcIMwBiKiWRM>vZT}VvD+=_GI>~G~BZJxCEA}%Elh2*?T+KV<N;-p_B
z|A4B5L;&63fGUMs%pL<QwZN=fKfLGKu*XY@a^h|VSL89ZJ#9@f%@ad_t3Phv#!yxN
z*L3dTUbS|JGV!&KHO&TE>wISj+gcu;0$N&L<T(80dMT7rxJYv$(~&Ds0%FX7BZohg
z&}sd}s$wu_MC^lF*1J5fNHNDIh(uf<rkL2#{cbN?;6MH!DeLP22E$GtWCSUBp0zzo
z<6Yb`GsUhZj0v<}$eEO@V1s>cQ=md#4$90gXA3?Vij5z%Sf)@)o0_Z~kw_nsQU8?7
z?}Czjw`2dW*K&8n29m~UEY=xLv8IZpKQsDTRDPqcFQgYQ_wQIhuZJS5M-V7=f0cMe
zR3Y#E8X973=&$pJ{z*|F>0p)~k^Cifu9#u1xcOj3kwei}m#<nUFlm8R3M{LXL>}O{
z{ITw~PoU_ISbp~}Z&<3GTwGGU`7Oh8+?QXnDJ!0kE4RSm1bcP8fg-pPuWCDAl+&oU
z*5&Ugq)8nV(c59>xIoeL!I+wlaXQoTZL}6S01fPaCDZ>WAdiXCh_d!=r7{c>AuW@W
zVc_p}f||*qC1Q`WWH`!>{*i+&#>p@eqQQ_&BB{I>JsZM$v2ERmXm^7F32?xV|9<!J
z{9mF}yz%O-U*}f*tY--BP^uOiZX=UX`jAa^Z>xQ%_@!<s?xvTz9qn<kX(oBUf10|A
zR$0Y_74y-Z+vUHG!%efnQoIOAMwY=a)0I;C$1hNuUFR~16}lE=1ZdW}A1_=JKBPeH
zX8qyy!FckVy}~JyjCw+u&Z+ii9TMQhZ1}H#7swStl`t@!9G9?I@qVs1WJno86T%=^
zQxp$THcOsa+e*&#$xBS8QqLPIg{HOWAFp@P86)_)|NZLkZXPM_z5{CBlWOX5DK86s
zWoOd}HPl>mdT4{u25+sr$QTO+rBUOass2%cL8cG2bI_j?972}v<hs4qyBqcRcC53P
zxVnc0<CLhCM8z4Zu&#g4Z>l^k4->H%nle19DSBXBie}Aw#DdMB0!awuM`THB{@2F}
z4ICcpE}cp)DQXjeR2c(Zk+1FH<Y%g=K_4+bGBq#DXM*F9N-56}<co+Q)65XfKD#|t
c#b0CoEzR_F@mmz4pYJb8h%C5B<gM5L1Hy7u-~a#s
literal 0
HcmV?d00001
diff --git a/log/zPythonScripteTest/err_n_plots/IterPlot__Rho_Rho__fwi_FWISO_iterate_m_allshots_5_4.png b/log/zPythonScripteTest/err_n_plots/IterPlot__Rho_Rho__fwi_FWISO_iterate_m_allshots_5_4.png
new file mode 100644
index 0000000000000000000000000000000000000000..b4f32045dd842e989bab90d2a8412709bb5f4caa
GIT binary patch
literal 33928
zcma%jbySqy*S3mCOM?zQbPEzn*U;UKbc1w*^Z?Q&E#2L%ba!_n-Cf@RKEL;UzW##+
z>s~YGKKtx_c3juq1V~E?A;AOSU%YsMBqA&z`{KnbWysGj*jJDzzZeoSU%c><5)t5)
zcTC(%GET%(s61CvNWw>B42=l$A@W2-YxypY220@u7N_?PbcFuho52X~%2CIq%b66D
zmd<)7L+|N=I`jhg1r6~PqmR!wo>y@1yEtr}*%S`^Bbgc}XWS-=w%M|&H3lCXxK4A6
zG%8Iei)IYR-M3X1Y|1T211az|`_A$O=b%IorU^9^A_qo;r7R4P&Dqn?@YFczHOfZy
zauf>NerH+JBo){8vT&OF%Aey@1J)dz2_8kT7yoTu*>@i`uq)MG!|hr&+7ef2VjrIq
zDZgp#DQ2U;Rtxf?o4ktOk>LZP32>M&*JZSJC6O7G%7^%3T1{suo#*Q(fMH+0c(DdR
z^nt8sjr4{O@~id@6w!+p-_%zrVnn{NwZ3;iP)HX$S4+*kd2Nd$AxfnuAQ|xuew>4N
zJ{^soh@|EXJN@X_=^#<1c}}#swfZ%M_jm&To8`PcQC_^@Df-O=`{D)RB!;XkuEG~$
znRgxtZ%ICk<_buhn&?ez7vPlNnFz?GvY+M1j|ITVhns}I4o>`4Rd|wi_j=!GI=rd#
z4eHbG{=M86!q+cegqeOofhf0&+1M#Ki->6tU}d0?Bg`z@eFb+6HQ>ITGt#rCEIbX$
z7|AHDte<{I4iWYn-K%G5|Gi#R8>7{x<*JmDVi$ezBoM5XMHQb^u#{HZy{qRwa5pGl
zx7MbAo*|#ctiJD(ho`!^{t>QkP?iXDl-Vvp0}A-x&+*?Y|J^Ar?F3u#TeO@aUD-y;
zK!J=d0nP|C>B77^JXI>u?C)KBWoa`r?!u(zcAL2&RMt17o|+85mo4evnqcM`dVT->
zeOq1}=Kp;XisMGmZMt-E#&P2E@BFcdLBs$@P?Lyx26DPdPJ^qIv1~$}f-IbjmSEqD
z`bbTg2nkXmy9<L*F<;vZs~|I>Mp9k{bXW=YVu^8HfhWcN`=sAJnNNI#a+Vm)&o)U3
zyYE!NL_~a6l(Oy!bTx2lbzY(w81^!s0~i%3Bfh=9<0$We7D<k#pB*;Ndp#~PKC6Ij
ztZ@2WVG0JKi!hbH`g>mW-$t300oZHsmw@NvHSi}pOO!2A`EJs4(2AX9YDPTbEy1jD
z;v2>&a=j=@h?$%h!Zfn|{^$(}{e5kbY>{sCeg<s;4~!VdE>Xask2Rc+c_j73{Y%7a
zk%9b3pU>?5134Xy82>uWQiBx8j)n>^*TR)pSgXr?lQ+l5$H&IUPq*ezbP0C2t=pDF
zBJJ4^zi~QW>}$_=ab9p;^|BKXrxj~`y~Q46D_e;!!g>^hFk3)oY-(z5YO2BgZsQ`>
z^)eKDA@OKv_xgHfHI#j6XOmzuT}VSosYLYgY`--uIW1`WOB&q({A6rw#Q6C~{RxU5
zzK&mi_zun~Exq!5U!LsYzI@T_aQ<VswXUdaoOqf?8ObeNf;f+C!@SC@BZHaAeH9~M
zM{-=fDH&z5JI^_5q`S<kGv*LeU7(z;&WFCKKpr!mY$_--Ic~hfoLs)eF$N9HcXpDa
zX_fm^ldB9cZHE~mRzI+Gvw-}tYPN$}4cU70pquV_BD56uiKv*^QR4-7!x~O=%|UYS
z8>C&i{+<qUXlR-?M#!n<ST5pm+4VKCYCiaCEn00IE<*(v?afF`YCI$q6)7?QdUOFx
z#2w$?->(w5R|>h&qBfomdNgu*SSd~BtUOuRmy+HAeyLB(KSvfrxz0n23dJ$MDZha%
zz9}bkaB{=VAtq4VaBUGczTjfH-bb!^eKW_ZSfpI--nwyr=YoVkcJb}*;s=M54ozx*
zN3fbfe;l{zM1#YkMybh}-^RuSFVqbp-ps*I?+$$TKb=CsfRX7{O0nPOnx$;pKY&_a
zbcRDK%$S<Q@PvK|U3*#XW)hMG6R$)h>KMVA@RfSCXZNe?p!WVyeIwO(At)QM`u^ZW
zW~A)YsO<aRMtNahB75Teku6#i#vH@|;xg@FL$%!7=6b;^9fnumlhWD647t&F8%~Bs
z2&k2c%8Q2P=A1i=?`<CrlHpoI<1N;E&LGb{-0oc*7H`^Qge2?M($L=^@2j~B1qb(E
zJlw}Eia(h0^UK|=i*YMAo_ded-<|B`R&zU#g-6m|&KQb*jE#QrXwNSsL-Fk@D}5mn
zOC(e=F;|X_zdzzJH9hLd-+w$ZQ7wn5RQIV8Pdhv2-q>Q5N)vwLWvyiAt4xo3)9u0L
z1(qz)826IvV`}%i{WMH-vFo#W?LR~J%$2?h`4jY7O;zS{HXD7-_jToOxp!A73CK~k
zA6+rwbVY9In!xIfrUViJ<^IF`C=ROyQQEu%f%}3|DCeJFrMx9)+P`Kk>2Kx<lHE>A
zH`6Ip>+MH<u@|}a7J9EQ4oDr2ATQK<xR{+NToe~*I`BBZgyM2&;a%+rF;dgMI<E9c
zzFMi+l453JGB-AB+TM0)x=9)hy*qW!C3v>OPrWh4ly}3;TJ(#Xp>1O6OPi9P{!BWk
zJ9qtFofYH-&X`x@6*p}^+#PNdkBz++sBrG@&|0`6uf3B<05rRe&u7YfJzQ#PZaRsu
z)Uq<UkqHBHotNHgak=ymxI2t@l79!LefaKvnEv3jQ<!Ot|BviW$K4(=_fs~58U@t5
z)r&u<>DVi!OQbsS?f>{7G})_f9dzEGhC=jFf_d+<-FndYK!l2fJ9IOkrO9C*n#7jZ
z{p)4p!;aym)I077aD0NA<?a2Q44PV~_1~*uF`otV;2^nm5R$cizt`K@C0xpx!hM8(
zcYOv-i-}oTG-zD7*Aj~@a$g(X6!Td8dWY@zc1x*=i*wu5vSB%h(`5p6xOqYIe0Oo<
zGoIha?hV-d$e*%irO^*rKZoRl;DRa4r+>v>ZcJHrm-U)z!iwXt)MA%ryn8Q}1}^>?
zxI;tz0|$;4$O<|qlY`H%fs^Q$i{nw;md!Yxc0;GYpU?1%i~hE)M)`0cY9xTJ0@pDC
z7R424=Swh|N2Jb({SeBUgg!~BSh(=@h_pIZrv}df_v>j?<2qaYUe#)bNPYC8q?_Ab
zH#y$zPCY((8nk7@qPvA<2Y-2Bdl>jFyKPI;&39v^oYo-ysSqg1&s$+P?k5<ioF8;2
z$dMO64lq#Kx}`%wGJ#i+Ge~y6AvSbh_9uOBn2Iv@bq~7$nVbAO!Ft*6kvV+S%1K|e
z;lxd>sQXWQW3BV~4%?LePRT+~&P6xfHb(NTd^#jD3GLTy24spURaaD4EX>u|&u{1x
z6wrw%iJtDNT-@O_S8OJ;tM$Ic9h%k0Ccv3#KJDy4BH$cUYcyD0X{Qdz5pvtpM0c<&
zKK#k+W<P(XYuVgbkePWo(*U|TsIGUJK7Mlj9M-??>r*@~JYw->s>oq)DTVgj?wwMu
zraG@3<g1#RCiJl(s*AlhGBPq#n>zQqA7DqOr4*ZgU*9PSS@Anqu}GaD|BKUO80Epg
zy7ZCROmf-XYj&(SwOi{Vy4h`<y|f}mX5U@CyWW>>Do|1+8x>3~u{$rUoc~&H(61=;
zVW-!3-I%(}elM#=zgHRnJDSoLTGRQXm!o{T3~QEzD_y048BHHLnPNmtPx&oUI-`j>
zDm6G5LoEtZ^=fqcTeqR>QGO?@Vo9bd#)4(I)<%9MY_Ib>HY3>|HVHuhuY4SNW+Vkc
z>DGFfX6a1$be-)VKS+#%Ng@KLbkgWXS~9HJ^L(f?<_wg&ekKmR^-znwS&2(=UG`;t
zIBHQ7kf*qe)x7<@K_~||qd7>w{xSqKix9*Zwugw)3&}1ek2ntMOa~}@RSp`;Z?m~?
z7O8eCX!F#n>FnjJE#@aw`d&im2u12YMW8GFrEd$9ZWpH!fD;db`<qA)r`i!0T(%4?
zV}}De)!~tmyrRWqhsF6kE<7gTqvH_h$Mm?183w<kGtLlK=K2PP`#J?;6iT)ZZr7){
zoX+o1nVBmaZhP4Gp>Y858}yE$VAsXPlU4R?WzxqCJIrB#`(Wy5RS0c(qd$03owYEt
z9W)-ED22;Zb=vvBamach>*0EOH8BB14JP0&Q!2j3*m+7Hk0l|t>v)H4Kb4vc#%ega
zAJgKH9iC4*z2X<8m+Xt@d`O{h-jmfE&7vLkxS1STB=@*qvfYvUiq2(>uX?msY|Ec6
z%)$P)CXo^zX-_}jJ2K8Ps~X9q9f3r)P?gCPEwD8fDGiI^1PUg;APOAFK~w^yt|U@g
z!bBim6|c>Bkcc=`-20Fe8?9=ex+6SFNG#eirKB$EA~BSaWLavW_tt^<E*=)zJrfNU
znSkZ6r&p@>{CW{(_`v<44{}+#PQ&0ZXC{Y;?j%3m|9p?!ACmTGW+(gZIz-GrsuBmO
z^-orU$HTJ!PJq$np=T$qxs}@v;!|ycf{Mqfe=vye@n!4a;Gy$?tw$mSUaNWOGMv~S
zWjId(XMppedBL^3bxjl!8zE=9w`HhFoJM%q42cGA-0R^8Px*bJ>&XbZ7~J|~@uKTI
zQZwB8XhGDU>GFLcR*%f6WS#XMyG_?Ka_-Avf(7N8j61dj7IUY|P@9LvIBv)7;^L?n
zb=zgQ$n(JEo(<SUeMn$6%WP^ocVTrsS{%4Dwz1jiEp9l;*BazFnA4@MD3(e0yS*L|
zqi<eOI%ufpKx}<*xjcBdI9$9r+o@dbyuR2~sW#~ExQH#F%GCwuNW&I2+(tpN!JlZ%
zPkHtdvEV_~Dk*l7^7YMvu~gIHidyvSWC<S3)2f#<R_0Vgb~`Mzj;nXrTGx~HL5dZ@
zUN?K}*G25~xkD7f0*@tTfJPTD4SHNp$m@MYO^Pxz*gIiU3f!@Z#;>K{$!R8JQF}jR
zeD&sBwMXs!io>Eo(@Ha8mP3gs7v?^dby3+*hSGc3xUCb{gVNkirBnK*RD4dfZPHc6
z1fLr@pX^xnAd~GlnQRyr9vwB^jm6x=b^qYRus`{sxSCtJ+<A4wufzS$83}*Rq1jE4
z!2L2g^YnC}t;jXab4a^$w}|#2JN4@%B8SZy`kQ3=rPkzaBY;(ArhYS`*1MSFe$ir?
zUbOP^JZ?M=s|^}{V(J#9FeS#wZ&`d^sSJ27-2=$M5r`zb63DCS4m;XXD<gx^QMCbY
zT3&-&4IPlJmdRnMF4<;Vd8VwwUqfE%P=^Z9*^AP@)#p<j{ZF|Va)3%@6S~b&E>VfP
z7(>HVb!EP;tf$~67o#K6Pm@U}UPL+0BqP6{-w3XiNWnf5V18A;F)lMo(n7ROnb4<H
z`LRrdcE<?#%E<sd%!@>*SkP{a;iwzDjGN8ZpE;YVz;^=87PK!32ibwG;s2$^>Bs{}
z@KSbuuQ8Jq@3$FzSvCDDjdQJxr%IBIPc$exN6`nbAhK;(U8qO2(!?>XA1XCa4=Lik
ziZP&usZ3R1Je&+QzJqQ=0WfSkcP#r85RBMUqRrpR|G;iIV1p1tr%`D&8Ux9E#p5ex
zx3clL4EhesK*>Q0dRs901ox|RwKmvvTBTK~sm4P;xzZhGk8+5~B|e+TqD;|yh6L@-
z%b;%mGG)5!9nmK|RjvM^-$tr5>rMM5B+HXLVn$7zOSf6(SKjtoWAAzXwJmv#klMoZ
zP(dS}YtFc538Q9ugk-&SFPX$pSHx>5ZC7tIOhlg~nv|a}HR?)RchF}N<Y&Dn|CD<q
zINTvMPmgr%{q+9DeODosd^0XJIX-Sy7%!veTmT%+;<no?HmIrq*Ru`(U}&|h*)Pzr
z$M1<T1vL={McD^>qClmppd$LL|K`d0=2>DEzUM*cdL5@!+_cg30g-&awpYbaGWmnH
zJjx{`O6(4P)N+NSN$C`9_cc&OP1~o13bU$fl{KI&2@jL)y->8_NB?ye#orl<qoSo%
zf7qXSvOycqa+mApm-Q0LdC}?y)as9Hmj6R#t;8G@)0a@~ICI);Ms00%12jkS`Cqr=
zN@!+g#<ll7f&2FBongrQ!*>3Cisgc~!C;)nRdh4NHTtur*j#G6#IW(}>Yf-I-V!Q?
zE9A2zI$!rgeB5TD+o{v0d;GZe(Mt4U({(Z^ND<d@37@-hy<vo}9CnbT!SSfaQp@ck
z4MhEx<Exokxc!o^GsO5TIF6@I2;6JjA?j69w};0W0sjf}?o6>hP8G17oR_MgJ`Obp
zN!rs`Uo=WFv9Lh$PuUPJ0Vb2Nu$`jMk>HI1jhZjNZw5dEz_ePMMdgwu&e~T`n2}^(
zQhgYhjG%O~ijs3+jhGB=xP>*=Y+=p_EAEe`-udp8z-gTB#X$~0_hQPpIG`S7cyzD<
z(A;Hu+)O%dWSH_XXSi;iH|IL>w}@Ld(ppTmc8A<6F+TM@-k5trFM$d5Tt!)eU{M*0
zMK2B}8Kf#6u5pac!Klo<0{IBp`;p6>^TK0elg$+2`b%&}b3@%)w_$8j4GD#cJzn6~
zu~w<gj6WKZ>Jchz^pK)}C=HbzY1_ybmH18Uy)vZic*{OkNiC~t@!6_CSWd1tFnR}U
zbTQ8^ABi?xV@0g#bT&^ari2=96CQ33Qf9`LsD1>^l8Rlge)K2ckW0)|rek8!YpPtQ
zYc*@`1)9Y%8MAf*&8@VXo7kgrMN+sp19DPRKf8yMUC}=wZHb?(k2Tko9M3I_QHQ%w
zy<N`o=-WMnB$MCe3zya~zuF(qZxYX)nE?Q)3U}2rhTPZBzl1!(XYdVN9!F3g4bX>k
zv+*acfQ-e7S6VwQ#~`*_`X@ys>7T_1PinH#BDT7n<GYOnz$oPi`{s<L%dq_3VH)iF
zSj^UN19a$>)*_3f!r$Y>7m09)xU@vKDoF#ZDC1@g)pE3DCL5p<y^-;i$u)w<t&o@X
zi2B)DLQCQZBRL_5E|?jX&5Ac7t!+kNiG<c&{!@L7GJLq9?QK_l>}Y?XYUO=|ShjnK
zSwAFL%{jJWubZMpKx|jtb&FmHGZ*&<@gq=|NGhhNaU7i68&mkcYV}+0!`%TC%&9%4
z^%1N4`+Q;0vzsP@<g~jZmUB(c{eBRI-CucVe6SVfjs?cLuEyq1n$c)wxH92k(LPKD
z+FruGev0!Xj|arseAXL`gYyV5l&dvQG<(qd0}tF*)f~*`YBJM-<~@TOWI+!0I5@24
zL}?3+E+o_~T|KtY5HxTPjIHT<vLcpcF*j8**`{H6a|NPHUqYa7vKuCCo~p6xg{1Lu
z*C)klL8pIYCexc@z>3Aw(gt!k6P9FYzrAldC`X1AeLTSsWtH_#HmgjIEBwr@W+@{b
zyf<HPC~hpy%sfMf3BCzUXp&V@O7FQyzME}0&}1)se%^SMMendyBPhV{cdpjpxSn53
z3t+Vu5Za+}wV_0Xz#8O|;iLjgj$!(QG$5bwD-nWFzVp(;HA(_aDa~;mjFM1&Vr_=~
zPU7?7P}1)W=LEHU0`51+PA?xWk5>~2O1(CzQ+j@;O#e_5&M}a`3C)z~!*oOl!i*r9
zCk+IipdW|+nTj?Vu?5ru9cTPo=?Suv-eq&~nwA93TnD(U38XDrAm18qAS_<(bJEfl
z%4O}Iv=X>h_JvIpbp=5lHbNc>Nlo7fabJpF0ZA{0-+wd!;lb9%(yE<ww2%r^Jh<1B
z(~aPB0H9xdLtJ&ycrfmSLLRtYxHzE4Y8^~*>^hrtFO?qB5^!4jJv|$U>v~sdm<tNw
z-v35;xTsaO?RRijRU0RD!_306=s0>OgCQ|vI>}-){2KI~MKKg|Eng6(xg5A0$EXo}
zPy4e=FHw72Cg-MwtbNdUKo42Zu3ewJ9^*Zi*-~a~qOib60*@^(1j__Y!}~hB1Xa~Q
zYQ+LKNHiGa+MI~ha?j4n`uh7SW$R~`M*?Ug*=>N9zWLT(LSotLB(!{=A*rol3njj_
zM!Z=%M;{>&Rjnn(@^$#35^cOoX+{c4v*INhClQp3a2i>;M8qy@bX$20O__;3bf$|u
z#d@wjw=3`Mxk%W2>~e%(ENiaVhNf<k3A6Dl**K9cGfkapZ;7yymT#FatAP=YK?y$^
z3Xk@GUmPDODa(f_Y*Z02qc~~5!?(WF4*?}RAHzUu`<4$JYlpqMn8r8Pzr4#W6Rw4I
zb<5SuAx>#h-R=5!%DYZTkQ@jDiSp1us$)W%MC%bEe>}$fQtsvtrsubqy^|JGQ$zI*
zgUhWj_|9EE=u)3@qD0fYf%F6McXbrUaHipCU|3Yt7!5CQ2?rQf?ggs$O|dIIw&wWq
zUcJffMSsHhP4cM3cj7_5$x{kbft>oj_Ri%)v<waf`WK(`N<-c~*uQsDKhTp4y4rx(
zrxsZoX}JZQjJ#tfg~OF-eC<Hmq~xza#b6XS&u{VDI>|uDERIdX2HBb?>&!r@l)pz`
z%k8>72sTpNNoeI}J!vtsTCc;UisNl_2ij>$fn({)FvW`(df0=!8n4*8&yRE=&gMl9
z%3~ox*!mh)iRx|qyGIg&5=DW+$|&2AH?julC?1;_|M-okQ;D|Op0@;I%lb!|v1#>6
zYkHa;Fh=hsK6b{@X|rrYULGRNb+~Asvb-=y*1qDXji@|MA&H5m71qj5=-6qOMh0<V
z-)&61K5MrHwX^~`QFYm3-vDYL{<<}$%MAQ~NCBJ2LQtcDFdbFf;niQv`N>^~8EnGV
zqdyZe@g%6)XuR?A<f=69`$=O`c;kEZNjmMCNRB1a8Jj^CAhnkExa0Tk!%T+9ddy5J
zxl~NiFx0V*$=U@}v{JPNQ9fm3?Zi|8+sb$0`O~Q)jVjPSUNPmrY_s6Rbu^@dz=D$e
z7^-l47NoZTbkw-mLhk^JG=X~6AdyiabA;(1#C?2tRIq<(jHexIyZTUL!bl)Kk~f4v
z2u{5l5&XHu;_dTivZONw(vQ%SW>1w|;UamlGBpPy*cYVDp&1*^$9iH9G4<Lp@Nx^@
z$(hca7U@(Q1UX3ta>WoR&qSK6@H?%XzOIellBs*g-1K^^O@g$G1&ur1IznK9j^x8t
zf!C-mKvbUdph);e6Ejquveo|2tx2-O^1DRO3t03TQgoThiY&@q=zrn&o{wO08A2PQ
z!V?bqO<j)AI-H2&WHxUrzE_<(h4gLv>za0C@iXd`4=SQEYh!2aJNXSdk~%2q?Q0oq
zqlK6FN`I7ZM{v*ch%)()mA{kOS?kNKBg3tIjIR@o=B?cdWlQ;>vdEXSPLCuYxNhQ<
zpg<&MLYl##6F{GArcxAh8aj~XGQxO7c9h-Mfp9i1x;sbuX^sYBkl!p2Hy$mr{!2&+
z{Nq_dm@5=i2xMd5-GXp7k1qhRkQdexo*d0+f}is62gzzgwW2Xp5QD{2joa+9t4^yr
z1Ye~dR&33ECq4cGrI1VA76(TX62KTlMZ%yq($-j(EYp>uP;%$jR^6?TUX~1}%I|Dc
z`VjPSCji)FJY#s$vC7%QYL_u$FBYp<_bHInsxaS+I-vjrnE#O-8bbStJe#CXd?221
zWC<qda|_kCNBe|OceoHlSr5ApRq^HX7Lgv6-}PboYs}Wd&w$6AC>|1(#9Ohpx>-0s
z78a40?K<<lqO!}-fgWEQT@L5W&ujOTj_iWZOuQ^o;-Ad2XNxmu^bwa&CR=aY!n7Fz
z`&|o0J=|caFw(bvq*D8CSnD;+%HCX&hSY#1gS`RHhXaTh>CkF6CB;N5QizokXq|K`
zRMKe{Y_qfvm$JyCYl(fX_)|R_YQhvuwg-GXR0v?B68Okc{or9%h5q~G$syF6aohOJ
zGC%{1`MkjAIdW}!-5%7N=OF(N%+Q`+)8N}OoK2Op75L*8sxeB%8#>2eYlLwkewk%b
zMdT|M`=EIHgdZV@UuR+xCx1{`n;&mHy2P^8mo|g*W8#ifvFEf2pbzX4(n9SurF~mS
zkw>*3!#G{c6K&faQW(J7c0KZk&Yn?i)_2jknJH)h^cgEIBc89&jmAZ$;HB;&TOJ>b
zL;LHCoT8FHHcuw}eDHnGBK<EO?FluQhPLrh_$dpOD*YbLfhpI7I?$&YF_+HN<O3_!
ztGR2uOZPbH1XA+6f;?*)EOX^|RMZ*YK24EaiH)D6ZNeCoRZrxE6iOqSPDgB%EGYA0
zXs>7jP2hs#F+hf25cqoGDJdo#V+^b!^Ga!qS(+`hsmHE^%>oV*YF%luOh>*+M+T_k
zj<LD<OJwSj=lErlXrBYMd9zLBu3p(wm&}#XSS#w&%kKA*{PsK`yy&MGe_tXujleDO
ztc@j3h@pLcCQcu(vK}^pjZgGH9OsjVL;$u>Eis|=sD~p4ArM5a`_K*eXT6fxSkME=
z08N-r9mmqErznb@P~ze_RTvaB$dpRVGDc0<a=+=LF;8>JwsuU&`1)EC)17C;cV|}=
zAd0`wpchc*9cqgid$a54o2ZcQ7autdJy?*}2TcoY{E`7KM@Mj55W3HpogNrXk`vAE
z{)G&^@{_jeoY1(KY*x!e#bO?)gr0Olowxs7XE@8Ayhg;#4qqfMX^8)kFP(-))yDkw
zcyGR`dq2q#M4w#jHO7nn2v0LZqm@^hm?$PN3I5CjjX4<vH3?$me#9HgaM$Z~&eVCC
zQa>RVplVV?Nfu#bs7L&9J*ZXXi+K+GSDMNt=2%krWNkx*l8VrZ(T{i~eA-}zD3J2P
z#%27gyDy{C_FcW%U&!9mb<uT}qeNPA<)Mxs$MGwFlC3+Ht>Odtr%2)`;+M*CD%2pT
zBeo2hk@)yGfh_fl!d@E2fnAw(Ya7+!<yQ|;pAGIYZ~wOIwTu3bKYf-4VS%{d)pN)K
zWP^u9$a<Duf#T{EDaxkMD2pQDrLsCBkIV7hroA>wvSs-G#Jh&S9%scXp;2W#Q|2=s
z$e@%VjYgULJf&haM$^`J5dv1N(E?P)GY+T82luq)WmT!L7{3}bP`Usv9-&EWLvJW3
zw%WX%jTwv8`h9X0t@b@5_lGBc#}?D>8-+0ovn@|i)S#u07)fClYB0eR*c$BW-?F}H
zY{bUAPX4oP7O4^dyIvbo_}Ss7>07M70pro;y6EBpVCz5rmE_U8g=v&6(Twg<c2P<j
zXQsy&O@A@oTNCG+%s3P|=0P0ci$uHfbM0t<os(;{MiZ60<XVba6+$2Qx-Glj+pDxK
zDC3lv>LMELy^ca#UJtKCE0!`%TgJ|h+7QywgcXZ*-#l?*Oc!!Y?3cdww8Ex5wLZik
z&7?sg3VIuVMAsz$10_~&-S@IkaYHiT0NZ+A=J}t!AQSuD4{MvlljgH!pLSI&3xU*n
zUgCk6Y*SOu?6n@YUP{g@BOOTisC{aa(8JCV%zyDWj6e4|$o-@k)2I~Z6SEL08j<nM
zN*-%BUSY_ck(GmY3C5X<Sjcj~v{5Hc(;+F#C{q<iO6ZE{VNy)SfRCU4<ferme_Ahl
z0@bN>DuTdZPo)u+6Rs!#|7{vgp@cm44}hCitqd9_fQFqdR=pEWynRIY2W|q1pE4j?
zw60gRkGJ^U37rrLmF2MUiFuh%_sDOC!`g3&POB=3hm1!?Oro9A!PUyHvsJcBDg}QH
z?+Mqp_f*dMcck=eSH<Lc?nuZ$M-|1RZ0&{(XNUWY!GK5ED6Q%Y|5;^p<9yM?^a>sn
zs;2K3UP@wp$VbD7%_Sj)8Q?6MN;!zU`#A@Qp7Ee?hpC{h7wH<n<i6WrQo+Yu++!)E
z0M1{P_1SCx?OuLDB~5!!v`rI_;!fKZ+ts6sJ#wLAWHg{3W0_!_Ez=eRxRNYm5HcEG
zV|QdX&9F8)8ee+#H$Xnec|8)~?!vzUJue`ON?O?XSW9Hf_#-0v$3%`;1J_dT%uaAN
ze7nJ_DFQv3us^d!MVklblst7)?JN40jkq9dpsM(W|AzazcqO^PMx3CC0g+_HJ?qOD
zrt(0p79IPn!M=PfQ-I{8m!gf>OGR}5+ai;4HN`Jg?r$f(sDNL?2ixYovY2fmJLH$v
zIxc9w`&0vM)DQ(Y<5B_L0*kbKN3n1P<e<oGV{G?!a3l8Ld$7zr)6YAE^k13ZE5o>d
za)Q5c=KxjFbA)HgDTtUZWF^@IOCvGwCc;lp^cLWxezY}yzC>Ng^j?dfD1*j&Pha}O
zIkn9<=a`C+_-xe(<wSEiHvDdMLku`|#MU3v2{bw)QrpotCdA>=VM*$Ry>Ovy3HwaY
zHe`N#${F?pzaoO7DdEsb=we`YGKj|&zu<@v$6CIEVII~=V^&SLLd*J6QQ`Lq%iiWI
z3g(S-;FnxvR?cy%=$;xmfi*Qc0{ioP`4cAF-6s`=X`n!|ng1SC>j{DX@o3NTLq6g8
zDm<I&-FQV^9kQNluc&bk_G_If7FHbi@C1UfQc_o>TtM`X6^dy<IEcM7UjEXngH`NQ
zyjI?e_EYAB-b&r;T$RWibf@qxU>ma%O7rrRN(m_))_m)ZS!55eDT_7=C{o+TN?M$p
z+0T5U8B`#Tv23jcnpah&bVn`6GUo6_>!+K^{zdN!FTw2iipb(;?^fm_J#iRy1wbs#
z3#HERMJS)xgB2w<`W?Q0Ephw4&nx8T7^;Q%i_mVU?J=Qz&erID{71gWA_JIDRg3xg
zO?hyaUZJ(@*pKFD#u(|W-%RTtlMlk)jLO~qqNzjFL|upR4-#+9y8n`~<Uo2JzmzTO
zrB%Y%U80x<6cnQ?!3!E74Ds!M$RGJQOXutLYlN#Wx?h{#3{R|GRwONfs{jBeFBx+#
zV`sB+kM0Xxu5t>0lU&m%d{E6-D1+eC+an<S?z1CxN0ZVg%IpZRZJYb20ug3&e8{$k
z8lTh7STg~idECF(>M8G}b0<UpX!r4NN*4o`j&A&%YOp)zvGHg8%WN2cWot}<DOPy&
zje@7aXjTk;cvpRI8fvgcsld4KZ_I9Og1$;g3*PWRU(B#BHkF}nJ^(&<%v3;7k|eGr
zKMVpxlb3}iDP8HnX6!^M3Ef7OT3WS_4t?KGhTy1{5$RwhW(+?QF3XXa62qHf=;naJ
zuz=5e!|FIJOdO|&CpO7yCAM36!3kA}fGNX~jCo1!y+a0FKZlCoxX@<DyWr7T`p?Vd
zFm5+JkiWDI?Vlld8=Fl!^(Gy2e*Tl6o{d7G`1X*Fjx1be$|?H;1MFTHf&zC4D^-PQ
z3}DI`{4;OQvE3yi7c#^CXDS^gR1lKowk=Jo6l-~`-l+k&oiW$E^-Z~ys|+?)>66`O
z$OrGXvv;;l*qURFM^oxflsqhqul{tlm93k`(rVpQs}xH$KWyO?v75#w`IiBk<L+bG
zJ<iC}yULg$K;5+B8bX;c+!K$f!H9}lwYp`vso}O~+43Q=W|Ph^$*Ii;F5T;w$7a&{
zV`~O+C>QtLeRI)b$<=ngWGr;(XXljk>|KrPn~4+-rq$GG{c}e1YdJYf4<GRPykWJR
z6qoI74eHrhCBmXAo8^KF1n57TP!pqXxIAaKXny1c%|Y%T@95<$ABa)+>IeVGNqsiE
ztqFhnhB~9=!iw?e!|~HM9JleRwdR_Hah^KKJ`GPzS?>(q(<8PHx;iiBH`~-5Sh`Ks
z3@+5~m0$dk!f)DKSGvCr7fRvY9fI>Gs3ND{ane-7$1L9c(_}L4SHJI`2p;%+^XH_=
zS$y{R?)-h@VpF{om(EIcag*V28YXv>U5AwAXG^v4GlzN3NN|(uIfEAa#V7&hv_qf!
zO-P(;TN?zAXQdv&2Sd0+!ur=ulj|u}Jsii`9<G<m*Sy}>>PLl<GlIWa-hOtxr6ea1
z6>ylp6EJ*xweLb;X=axE!F|kW6QBBl{eObuGkq^y<<~yqVSEmPp!06Jzr8Nj;GczN
zxVT~sFghl`*fqlXdW?!5V6>bd#$st9-Vi%ozKK2zAs(93F+284M<I|VQCfD2lbu@l
zWWb*(UF5G6$MLt8o)kKKN%D+__V@{(<TmK{%oNsHyh)JPF!RMJH5G#S-9izTN2EV=
zOi*X(ki`iP<V`{Kj7I(3FiUz(_fzspL&3*uW|i6MGeX``I@Map0cNff6WhBrG86j=
z&I|-ALbm`F)LiUpimqOCa8T5aQhQu52ba5J*01rP8ct)f1!Bb3h+X^X<4OT0oi>zX
zC{w85cMLVBoimjQ_EVnOLLoVO4Ysz@GXDkG`$yLzf5%}xj#gUKD6_2;(pC%Sv?th*
znF=R5tODk*888Sza`ImR&%k{(ga%U+qNdSoC_5Euc5jT>OQVh2opkVL%s<;2jRXS#
z@e!EXPmLM75tQS9!XwFJw3erv8wCZ3g%BYSJ(o(z4;?F0@Lax<Tim#bDS|mQIYmoX
zo18SnZ_Tn74{F{1`aUgSyPfNA=WePwZP+sLKt>_^1p4U3ii3Rgl_C8hm6H+(tzT0b
zg;H!+ersqXIV!*5OCa+F)c}_yzT{*X!<*^Aw1a!oiixzXqDWv_Sg3K!DZ=Dd3{c0B
z#aYAA#=jneS56+BHxw#$uDNJ8G-c&bqHjb+1SoblHNOmVfxXw$vW{I!6k17}O<!Fh
zqGus!(bZ-oA$oR6P`61I1%=~Kr)g@j#J!_OiQk;Dr|lwR&NmU6F4W%oGNLWnsMMui
zxv?C%Eh7XyW9DiZEfFs>(>tnIsOr(3DaQ?QE|3-+i-u){rUO(E9gu!G2HV{hm<CP@
zOPaH1KjTt89}WP|(dj+`MUXUGIygqZJ3=AWRd>5g-_&pK)0b@z4>w3BhK5G^)H5#|
zR=ucczr|{y)o9QPPI_~9+f4Tk(v_jA7ShvUuh=hk_2okaCZ*?NKXI8@%qFZ>O7msH
z;`Mq*Fp_Qu;=^>|=Gj5YVRXQG1toVvLN6!jLWMB`>e>GMD8-0;QCCMH$hpgdml@I-
zPRIiBE*tH!;`247+7MQ1;rt{>_B}MDUnjH<|Ev<y5q8$Wm|v*1$RpqlbHN-~FfE<c
z<!29i_jJYDR;Qc$Zzl8|%%(?91H3!#PRX&OJUr>?AmBZ5nv#}FbsrnTqH7BH4brwL
zmWq5;7a9=2(Zz^@l~K~kOYx3dUh2yw1_3swp-jJ|N%w$>#RP9rH%*xy^H`E<wTb(v
zct+w^=|AlY8Qx2gv{o{zehh<NK_*eg^y8Q`F2hkd5wBr(g1pasp;F=;C$JSYwcA27
z-^Fiv;92wDH0Yj~z&0{<@(Se{3y4(w7)1)0#iyE$N{C)Dv_irH5r3p{m`t;7hgNZ9
z+J4`-BlS_MVT;>ciN@~{zn?ismZ7*50678lOe=Oipvs6~_lR$~0^=c`%w^xry2IN>
zlKt#!8ELL&m05p_uNe5xx4Vw07)x44-3jAt-0kVHV@S+!(p^Ra&UiF4$l85>tbV^y
zBXfMZaan9`Rz~FZSouAv<)WC1@-UAX4C#F!guR9IL)0z1G@Dy&Y~(|jPSyom4-8P`
z`HbDgy#H+AVH}@n`1uodJxz+P6K8I<+jw!ej_tr9C}8NZm2)y!PQoGTyWILl)44mK
zdhU9uuT#s}qdU*0={6T`RcNn-Ka|;&rQxszXVm><%;msCSx&BI>2{Tk>NuL7;G_0!
zmu$F4!=XVv@SIJT5Q5A7MEBD+#vp+(3OBuwS7r9~NO4|y&#(n?jfTrfviX2560W;$
zuMRZa+mm*iA?<f{8`~er_G`t2Ky>vhN>#w@a-jKN4-$aA9a&Rp8w2^?S_yv#_xWb5
zL4R_!&Q%=}4(rAKybUD4`QtM#x1n>%h>{NThGQG{ySud?SK_d+R8U)oRSLr$)T&gM
zf%3k#cJl|tqRx&X1_y@YW?Ts>k8mXn@uxIn&W@cDi!}7>1nH~a7SSYhzp6#+6&}+S
zS^8~Is*EmV7^ttez)l&XT^IdY=l!%8NKsfn+qyYMJP`;Yuw>xAN4}PB_^OB@rd;03
zBE?U$T4}-16f|(CGyi_QS_S$XiNIEwI!4(KTyRai(AAek$Ga~(k8YbVLZi7^HCIV{
zaV0tz1-hTTtTmaA`wH+>&i||;ROT1cOe;GaPDKKcU~g7}@hzG0iy3ZF2UgnCaZA5z
zSPhKS={_(iBKD`Sdl3T~oA??4r|drYtvWQ(*xHERou&m_zUY^I`dUHE&L_K>*XM=X
zSYv`!bLr7ROowetRO~DS7ETvkEx6jH%F^X1y^ESGO!=CP`Pt!|YKfvbk4e!Q;4#C8
zz^i-$Q+rPp%Rd-4keQ9pt^g`Ef<#dgmAsU6^pqG*wng<EjSBrh^HmT{EJ>?tfc53L
zOr^Z&x7OE=vTo$D6)dr{UcG`eCV=wT9yv>yG?RY1Hb#6k;8~!jvTP1>GrWZ79GL89
z3FSN8pvGxp)>!qXHc;wY(ocbC<044E-!A^X6<2oZM&PdEQ?_Jq5{kf^-Tly>6H^@a
zk|vKJH6*-Ho3b6y#=F1s)iTPEs7j3DIp2+Q3@xem&cS&B!D655E>iSq@;df^p%#bu
z+L#nbK1YBViIuLhu8#9}a!CtSbf%&5dbwphxlLkU=#6E9J8WBQQHxE=cy=uM=#MIM
zWkbmm<i~CNTBswmWk7+X%yvD3;vCr6boTM;0%1)PrR!)4MtS(|uE9nTyVF=cT<V{E
zsiINpc;|arU($I=xwn5dQ{0<M#uBc{cvycJT$8JtFqjq#($mXCcD0H#b+@*_??u%D
zsqm@>Y)b?_qj~b_3WSl(T##V-&E%OeMSwJ-{sUJ$*DnG-3cnap*eIOTao+?-c9tQ|
zR#CF{N;QKt$n?`1zHcDJ^B7TyM9?N>PQ_el=pP)o#=F4SnR-QK_i>CC8$QqrHYE6F
zrRwA#D$xi6e>)q|P^#8hY#v~jLI*d|0FN773<TxkJT>Uxx=@y`#%L77Fm)-V&gK@=
zT-qkZ5Ppb{WuZo62gOLKw>amv#>G|>%E0B?v&0HVD!&}mq_*qAimMxrY!t4~wu9s4
zJtvqDYZT5AY&WM3wmo@!n77^S{)l7n*z*b~Lw|V8KK`*hGzi|=^8}(n=%|c{0tJPj
zDfiJFxfRCXyu=6AY8-H4Org3yPoYG|WE#`Uk%s=n+r$QIEs={M9TEBfitpkMKp1K=
zvbnG{#91d9i7lVeh|i<yh_%?NrX(>KNW2o^m%pq0TtzS_H^j$1B@SF-PKO&_Lea&b
z_FymbW5oxnm-L;pmL8~Q5e?I&@a$$7)e4Rq7*ZRh;bYUNeykGVWT0oaY6lk+B5SF)
zrvZ+ofwV-mAnr6KW2`J#we)2CBTWDX&i8{fx4@<dy-y|TTy-TNwcpT9r~*#}2GTS5
z@yoR0-_XtDQT#31BvFY*nN=FVW4DoXP(|@vGPjH?aYQ1Hw-qLo+TNEcvI=lH`f&6u
z@k|(iDvGs2)Cgcgg>pe$8nYI7#|&PuDx_!_4V3XSJjEAKJUl0~yV#(~wo*z*$m^_U
zJWEzgk#%^QnHsN8EHhn<MM`ym+Y%ob5VuYTrGivcfnhiik-<iBF&<K?vUO*`YqMQO
zVK=RaSLRwiYm8y#-$Iik$VneHW3a%rqG`fFxW*}5%MdYoHsX|O9FegJF<YLCm(Oh8
z2ciFn^bBU}X@``|{?%@&fRA>Yhvy%7YUYG|Dr(X+o?#<~U<x?&-fw_uc==Why7XVl
z!1egL>8#5$l%BS7Z9|(xRe{tEC##RMOnIoPBg8ghgK2TtW7zQ8QsB-X_H-yJdh4}s
z`6MWEE-3bxNV`6$6ODbw*T})04Xk4Repk|o4UvuE2Q4Z!?B@z^ny^Jp^$1Y8NsYRN
z$rsY`B?E=b^jv+M-9PFfpxUDH4?^z*)N-O7LUXbprR=e$Ni9)1E!e_LL+qv+Bi<yW
zc*TqF@9@uK6H1vF7O=$v`Ozo+cbJjK(+qtE(ZV`?8$)>DqZqT#99TA3ha?(r11)@^
zYItWbrlR81=z;k#v-8~rl&=55iaD0CMEr{;Y<~?O1Jp$wBa*#>DOTeMk`$m(4|W_H
z3t}|pDVO3)+V5hWZ&wdu=eskKA~{?oXjY+tcl4|^E7U%ygAqM#a<aQWosUIA8R!}5
z2ok`cbAm#*m4p$I2tDf!0It8>V4XAt`iZC|$0}LOFVA8ChFWGu5E8Des=o1uleL+*
ziqRbul(Dpb-k9+1KVDGwM_TT=-R7^GeWX?X(ujXyZ-}4b`JFDkafo4LO-bat!iTpd
zNmBNS@hr+@kY9GW)|gf;HPrySDx;~S=}swzD8>vxq9!Qkr?cEz79BBE(%o0VVxH%O
zg<JG?StT1`1b1Q>EguW?YEUsbFIKgWl(r?hu&c5jb+!PM0MN1^zoF%y^X5=&i^x>D
zt<lqH{575+KlD9I-NHBPRDPow$u(SmGAcl|Y*%${sDo|9hUSaAu`D?MM#I?HQA{EK
z%}lAXs1YW5XN&AtY*+WvPw(m#lH=>rr14;A3agC>wtkXn@(dvl{PvR=tk1W2`2;1b
z0iL=vcF~r)jn@AaH6x%)#mVL^MlyKd#NB9C08V*K*|>4i{e3^l2w-31rwG0U+K3dt
zH1mB~0k$M%V#b!8Av7%_9~=cplO^gVsY#}0qZWKbCdu^+dk?Qb(@m+8R+iQ8>Pwq2
z<z=+`X7z?lM$ZO{e#EG+PpChwUkx3s5Al2f4PKuRm^UH-!yemC@Z#IX8RqGD&Ls~n
zoGwAZKR{l|yAL#lWT=?@CthWao89LOF~V_zK>6khd1>p*ToDCYcWc@7bZ3~n>Q_M|
z(w}^`R2z!2nG34NBIn;Fy)nz;Mnj^oj3&b@`}s`WkRqUJSHnDB@c&?ECCd5#upN&+
zE==R`;uk<^n{@(mXI8wZVU!1?D5;UwSk#!|a=vb_l+jVjmi^$1L(&oXn2%@XdO<I?
zs8kGNMdP^zgLMV$EwTkM_WNbX_gNdL+z2n00W1dA&h~Z9ehP8Yk2KTMkC^OEmMa(J
z3Vu_CQoS7+W5I^OfmI<?Lxb(5n6_LEqMc@@IQw<1ezTGL-3R}N{xqp|DauZRiF~yb
zwV=56z)i+jB0_DJxH^q*mLO_xY6WZ(ttkPyOqC3JoI3}CqoyfO3(W9tb&L$p9(UU2
ztRGr`bpIBu-?8Jf8~gvb2@pyyY=Fn;$V1LI>Q$B~m7ux^MeJC7w~HFT#jmM%NIGIB
zuIa)k)*6vxBG;a|N~gXUc@)ehS&0gPO6)1(BWVuNe4@I<$(?c=ssiR5>1A`p!V{{x
zpR}vq+)cyN+TFHQVg-}ZuJrZDP3z!`$>5sF$OQ}Lt;j3|xS-TiWBNp-3JTk(#O5DW
zA7Z|0%HZ+Cm8ttCx@Qq=2&jXn)WBF&nutJE8m#Yq%iZ)*4<5*a7o=bGZA%#HGhsKW
zDnaDUS&fN&p%ONVbU8;w+H^XN1eIE=oVbp8iO(A57XI@=JaWhX3g2G;MT=7ktaVD+
z{RxYU3DEZ`;|BnsH~R7pY(DeIg>TXqGUx-ub$A5aYoOFd)R}@{-+R&P!Fn2FV1Nmb
zlZS+0rI?My42lSS@nbkr4RBP+(ym_3<4Pv<R|#ADDEq;w0osjCXsnwng8MrJSt`Lc
z^F4Qo@qt-cJQeTQqtd+PVnqpOm<};Z#gqOJa7y^s;+Z(=EF?1rn~7+Yl-?<6^9Vtw
zU@vRXt+Y@KT2oC&FaeS60W@(+>u0+1{8>fOuo`|tR$$z*T_KMgvQaD$*fCNSCC>5v
zu|Yn(U>Tzj#qLneW+oH&DDIdUzm!*R)o2U<b9{gMe`sO|PkSB4W~BQV9mq1l(k89)
zM?YNm%}u5<0;0%AELnUTXFLi|SW7X@R@nHxu;BvY#ie@Wl0_Ty$5x@^!zh_NyukeB
zOeiN<WmD{Ma53>%<0}Bnn`+eF9CdUs3pU0!QmXNRYH}^>_sfX1>0McaUd%G%96>iL
zEM;#@0aKB2tKY0M*-KWbWl?l6O~PI#z`KzeoOlcOm^K)h!M90ze7#XYK?u^CR@TM4
z_2T2RXaLSYyO|M2%|ft-l`1U>h=_^y5PcFCz-B+~v66p1nk`(}RP(bTZQ9Zoe=0_A
z>Jye&ksVw!u}a&~wII{qWagP7jqnBkC-Ofh=^!#csNBD~fK?D|lIxW?)6tJHKL(;i
z`QSJBQkFRJXVrf``|^b%-N{a31OyAv#ATE)MD=77eqaTvdFKjdGN*ySI1e;ApbWt%
zk>(6SMGS50GQf(lfj3Wb&70NyvHd{OK2F&plz8hh5+@_*GW0U<$~#r;6*e0@E%7Vi
z&lOWZOPgt(zVH#o(kLEgsvFuJWV%|Dag!hT(Pbh~;RI8(snpaX#vU;w)x4A$@^zUU
zRw_S;5gUNMd@p+~z9$cX1LgY18)Of1^CxKaD}Zc&i;m~Q>ZlUt&Cip6F<jk{f~=Z+
zn1>>}p7bcG?#CD@%EzCwS1ZQMa9|utXoDs#${09WN=_si^fRoh@1-I1ef}IV_R2k2
zG$OYBSP<9{QA|=E66}A<N#m86ojeGl#yQJtUKikFd7^0%Dh1H$5)p059*EY3@aL6g
z)M6LsabOK+7+f2L1K7fu1RDbtEJ4|gACf|gtVKVtI5vnd^H=J9;FU;~yiHl8-o6bs
z3&zL`XDgJzS`M`|_+BNfTO%4$toL~`Uiia(myY+rQ$vv+b_2x4|DUe@Uj;Mcze<9L
z`h(=c0KQ8vL7?T#pNQG4P;f>$SD;dFdR@$RT&t_R>loNX8Cyn?N>gOEfgbUCn=wc$
zKI-uO&J=DcMr~5iU3A!?h!SlR3FBbX7*sjAunsoMQJ&!`f$<GF?F8<U1l5f6BsIL7
zj~T)6Nzeux*0_}`XEuqaqDs5ikcW<gdrFGw0+)4=Iu9Lbh-`<BX0)W@R~jcv7KQX=
zDbET|rl#rrLF1`Zg?3w{=i;hYjg!#)-?Cl&&jr|{_<77I@TGBkyMU?`koFR#f{6IF
z{<J|3DRJ})n*uY{m|Sw$EVTMoM&1uxGyK{t8P#MH?C(*x3ZNGSn%zx~m&7199pWQ&
zY_;zU{l#U~8J?i!Zs9M-l*?qLIteB^n#NLqZuNp0&8hYk9n0Q(OPTGC{Y)03YO85c
z9C2eu>am8>dKlJkmGjiV#Y5sVK05z_SD@wv9nzlY*%8LrMX|H|saK|@ud#DAUq4Is
z-<0-@DViP{VLUd3Y33Baf+iP1OIVD_^I@7x@R7qN$Z!+W(X^pcjfPT=`GgUE{9Y5;
zE#^n8FyY-7Atg*|vMn~Oz`Nsyyp{{eYPv{s%_wrZtky)3c}Av>UD;1LoAEsI0irls
zQ-*%HP;j8UY0)pS%cf5VO-@%8flPT=g>khZGXRqWr8iD$2mwwo$KU5-)H}u3$EfsZ
zj@v{C7=wpwmqyFc9H5)9RRqM3%ZlF6xdc$>96kCK9{b-2X9_R=m4!H_HvPMz`i%>z
z`NK+x%W}Q*tjLs^fvImJw#;i=dPq$v<lcxj>bMdmj)56TmDBq2WgAqRe4r$~8ehK^
z6v@+Zw?Q$qzdxj{lpeIZ6(WlPCKcs_VrVYX6q%cN1J+wYr#aQvR&MXpS(P?}y2Ka{
zL3x_?t>K0&Bk}SWa5RRVxdruPdrnRbK&4%DRA|3r#d8t=h6&0an<@kDt|FhGk&Cyj
zBG^xpC?2<+kYP(2jXIOnEL!h3=a5eM(+BpwNC<9wkkd7StjK-aS^FOjY!osr`8Wp!
znShSB9$Vo3^6<VIGVF}}aCBf0t}TRLTdlZOYYvKsLE7bXJ}pTnlS;H6%LoZX3BQ;t
zP?H10YVa}m4R$WYl=zp59O)9F9H3fHDs2G@nuPwKp_Vy#!`~uhbgha}p`i-KgUSMX
z#We7Pdi6_iZiEu|IQh<Hf1Xbe21x$sSuXE{+J^7`!YpN73N|E|;fL*I$q04IXcVGY
zOw>h9bxe|JRMrdM7VrtyCP>#Lu^{8(cAXgaE(y1kU*MctR=W;uaE-d~CdX$2VdSzD
z4>&d4O&S{ZH{ZKlSQ@X*6T{v<ILx4Kx}Qze)d3j&BcA!Wk7}wkZ%!d+)4W_qzgu=9
zUFAA+n!SHJp2ALLeP^dNr@t8*?sVRZ_1?a<($Hc)NI38tWZZ;E&C9c76*IyUGW-IW
zgV|tpr-^*aCJT8n{h(9X-a&RslEazZXzO3z?z2;ij|}fp^T|LN_n_-mxX`AcjP0Bi
zjHcW8`!NfOILM?6WVBpV;Aa2h^_bjSJZ=j;$Z#%Xykp>b(uIkM3F+O?O~@=gK9}p4
zS<Sz5Gmrt8sVbnDX2QjSWfr#z)p74E{d+D~>Dg&ZCB1*KeN=nv#cCIfXN&&G1mMSU
znL5aPP$xAB6qNQf@EvTwWgI>%4vv~6`%Wi8k?KR7)Pc*H!@%Ke=5%0J3g_k-b<wQ?
z28g@nYVj?%+2DwD8HBTwlWMMo{Ii6_@=&gWIjIDkbI5$g)n5LAW`$9^CrrrQ7VTzq
zOp$8k^4REuu3EV6EH=1HtHH5dL1|He>NrwufIi7By-O)n`wa4Q9m4ZD46j5#PJT*R
zUghD!9$iDwVMw1bLjCQiVw}+ZX^VgU1TtW3Gtkm~0lS+F`LkmSgvJvTa9HFlH(#E=
z;DT_F9NM?S4De{E!2sqp$du|oGc=9nApB>J4+96f8uPvL9t7P`(d)9COym`?Nzr;7
zxv}>3l5mfC6K)Wbvt0W>8hh)gDEF>${~Qz*P;g)X1w<UWr4^Cx?hfe&0qK$+2I+3;
zj-eZ*Te^`3>F)a8#CcxN^S-~ee*d|avxb?uKe_k5uKjy(jFSe9&)-ee1-ZF^4drhh
zzq;X*G!r;K*urD`CC5(>PL!AAQahRu%4I(+nWmX!;y3vb@p6K#A7@n2+hOF7js0*b
zLVOiAqKJ!2bERA!&<IyH47zV5zq?3&9}anak?E30Kd<>Fxalx_*2|(4T7vH1y%S(d
zT20bYXij~0xH02aP!-r|Qm;iz^}HZ!fl|lKbj5j#;}=nKN8(g*eqDqbd)lKor{=cn
z6*qnCy2@0|{pD9SnWV}8lX^4_oYu~$CE42R%-LqY>^5F#^#_2CFKca^bTzVz(faBy
zIm}4aoAm-N`_&ViO{Y$zOp5Og<91-1(~LZNAir=2@?@3~@;{}ygxhSAK#Yuxl;D=H
zK$~@rK1R|I3V&CTi2Q7mU^pSvpd(~>Ps7d`0f;wZXq@i#$Fi75myG7W$}0qTse#wG
z^n6cjxp?l;dNogU&(VDnkU}-}F^I_oUW4I#n{x6awYE}g3l`W=a`Do?W)6h%2fP4M
zfFD7a<sXA+oj0Kq6Wo)X;Z)Lt0JbxGQ;_}@YzMd;(7L0<cry|lUYtiN$Qx>2nj-?(
z3T=6F4TU9IjA&B_xj@Q`m!LecbXxG734SSo-Z@iN)lint8?@Z<>eonMAtPf&oW5kN
ze$Vp=;^m(b7JAeLFQP=arS{3BCrH5(B#_+@esHT(D3`N7Pe~N5H1Y@XGDh?-kK~6N
z7N(;_w4r2-lp5e|ut*-qOpcR<AWS!EM_@2mNnJuZ<Y~3N0bITF+}i}+USpCLL$Xt`
z=T-YTWVR(Kxk5oO?`6F}DfD3BWjj0QwA3;Q8;80Kuq7B5#A12Ru{&<t3?Mz0R21Dg
zlHzqyd2DcfEb!q{a1dO2-gIWG5^ah*K5<NCUU+*z>;t&}iO>CMwod;*LetTEJ+N;c
zcXfC!%f%8@N>yj`=2LK!(+SNFs8MGcD`<Fq)j7ss+*^7IeedW)7wzeCJiq|q!3V!5
zULVvX@ti3sP;#_ApLj^64C=bZ0RNL9#9DsxVgB$G;D7cs%%>`JyQ4HY&VLphZO{1S
z^^q)?m=(RyEQebRVnNoXt9_Js$=D7c`Hq?<`Vy8v>OjX0Tm52`Z>B<fp_STEY|4Jk
zHJ(<03$oUql7AyE$x|;*>P~0QH7B^Cf68c!0IIi$kGTsnq0UaxNXF+G!${*xY-p0A
zN%DN}BYT<1?wh84Ps;oQ5Hp{#RD<iQ67Q*b=*v{%zUs5aT3^iF<{xY6lY5%(vcKVa
z5-mI;*>pYDPH*NyS*0ap3_JMskmm${@4_y2`Q0C8NE>96QC~9Zqzy;}_~H{jUUf@r
z`hs8Tm}zN28p@Hfy!-4~=xq8l69twcMS5xAyECo!;cUd^tdR<(jkI+_ZhJq+BlG<_
z$4zGd+ev(9u+hWfT$!KWYU$|94Z)!=nE~7d8qSCD7LHFQBTbKCUgk7!fUjAGDg|UX
zZ&u5kf?5Wf4QN1i2|z^xSdwI-Dc>2jdd=SOD3*UQc()r8;r9IIME3Q?AJou4fDrll
zCjrr`#ROi)g&*&w9@oPn{-A`+sV$p%Au)8?@_c?Jk8f%hb)v{N&LlqI+kGB6u5)#T
zzi_!~_9&=7%5`_boLoFvI6_0Xz9h~uJGt79i9JmzXl-4_HLv1;B?~!jPAr2RE-W4+
zx?Nv|pqXF%G6!BEQ;Q12E3~GaInP^ApSZ>BzhWH!I$oqMXMe%hKdupD3BW?<byozA
zCxvb|+5t$+>4^xo>N{&dgR?$jYGz2DuL$1)Hq3vMLB^EyCSwgEwC{bPdhA#8qqG;N
z8}ADWRLZl`(kirCCIs-EuQsgAoKKf*jf{}7<E~$7(?-Tsn9`Q_Brw#gfzH(@7Cy49
zkHCmhf?Kgjq#82j#}?yE10-LTq0~hYf|;K=1r!!e_kyZ)-sHFAC56<E5bK*5h@W5z
zb(n~1SrRK)dD2fy{0K>%*toE?Ve>8i78SmIftQr<vgbztuT?}aV+pFkwH&iyyoPwp
z+&2rV0VRIqS0`#B-5~sv4v&FM#f+#Aw)h|~O}qBF$oE+GYre6<2odN&@^+<c^0lE!
z$rCOBWVh}a*2lZ>wb1#crqA|ny$mR{WA5DOOM_%Y!b(=$9_!CA9|i~b#liEQY)9O#
zyPUf3mr^~@KImL%ySiwOY@7nP)np+&$#y#dKxo+jNdRfWj;}NYQY+y8aQOWO<LY3=
z6|ftax9nNtGMkwxED{*sBwiO&YN<5Viz3m>ppt>OcrL~aD?GbRl6sXo_2G*@7e}CN
zMs9|K3I=MV*>7ABM{(_0V|WtEcw(Ms2ZRlb1yzET5m4mmn4&`0Gntc!#C6GF?WDLH
zZKW~xa#X%-zrIS7w{dfdT#)v18<_DnyRvmYrT&R_f}W5oC$cFr&*jBP7+#6sc_Nuh
z5U~U8n`g?VMrt8^c^bqY{>7-DL+E`@_S?wv$litLAZ9P`3Jvy_tV1u=P&JDf6guAo
zDv40fkD7ZB^~Ht<;ht!6pSJe*b-^vDGkc#zZMeN@)u5$e(?SErD&2hcd?jK)9ObX+
zmv_LNjPDDas6VgS-as<Ne(Djo4N3D*3AIozq&R|JYZuuKKM$)tZpI9=Kw`+^ygI#4
z5Tw=hvx77zT2_r@CsiKqiG;D3YJvXJk3=aX<nOZPke|f<Ec)HGC7!B}hVd-n@*)N`
zr32E7v~Wg0#+p1mjM67Q?~iK9Vu#$xJuKU~Ro|v@x=H$hn|*T*{g#ny%7;!=PRzQ+
z$%x<AwMdG6P|vcQ|Bwf(RH87#A=$Ucv?H+kVpWo-DC^nj$Tjea`pN0XPKIhp<DsM?
zcn(OxXYG<C&8Ftr;l?;>rt*tR`CH<I{#&R9<!|sEGI~eIcn9N46PVryTy9STO+aYQ
z-sC}2n6;rk<XeRqsU&d#fKtFSUm$->c#D%xoi368+@jP$m8p|0$cUFl!_Tw8V67*W
zU$(SZcvd$J#+~*=lBr$ZbaIikNK31}J6+X?x4h&?Uxb<QW$biccMiPLi^Y;B6fQ0j
zj7^T^A5#tGms`K!B+}OH9Ed^KPCI0}pgLgOA3Dg-)1^GfT40^T|KX5=gP3nuGOm=B
zFd-Zmg4&O66RceG0As2&bn%iIg#Br8pMUwhge((rL-{$rwYvY?&4u*IMofCiEle*?
z!5IcFqRT~D5eE^Fi-2W2$);8#KCTV5!TT9tOZq|#eL{(L6MO>_+c%-OAWfh|^`08K
zM{<By1ey{Iq3=&vlC}m=r5TA>M;Avq(XW0&%U1}K({*4o!W16DqIS)SxsEVF5_yTV
zH?tR)Nn^+zy^u4Nx^_s~5;<VmX8>mno*gQfqn2O5T~2mhs~9C?AS6y+)?zD=^5bT%
zlM7#CSAH(0jJs1TiT%Py1LLz&kqO-0T=4OOtjLI+s|I5|ke9M0Hl-&}!S9tE*oB~b
z9gK~l64D?gx@c=%nEPdCdbn7>D>jN;4J%S7=kq+Z-SW7(#k)~8H$Z0=XKasUho$8w
zl4+u2<?A<C>VmOAe0wYQb}JTLx-AR^xQctRV2acYj3n43Ymdw;r7J7c%9tspLHO1=
zM5j~cF$TGM^L*rp7V8V7NupOw*VMjBpX5*$Ql01`cpKftndxJ5A}M*3z#dVRM!w||
z{y(X|E9Uoqw|_=EFw_unV8RUJ&4U;kg@XB`Yh@L4SASOqsKM+yk&9+x_Ffh=SaHcb
zW0_CJk&%`n4JjS@+{5R$YC@`ugFX|+al*#HJPsyauJ<a3M4#(MnCM6iR-Bqx<B&=)
zNwuC(6lih%U`eIvb`COG@v8h`AB}eeL9P*0P0bEWCrO0seo-(bus4T)AtULq5Ipj`
z$(_?bRZq-h``5&{SqT0$FJ`^YI%OoE4HGegP_eh(P6vpok;F%I$0cF~hm1W5MMXw3
z=wF$y`r5%nO~SDoOr5^k6Gc|?!jd?NPmLeeuV%2@N1qL1W&3NV=jyrd5mK}LoMSlm
zlwSU{|40nKEiUsOCbLD7;m{`&W+QN=V(FyU5*56pN*aM;Z;M`rsSe<()Kfh-HOE@`
zYHeou&Yq;H{+NP#gaoODC)fyu5c^SWdnPQ45t}0>kbf+lqND;mHP#`@E~AiL6b-qC
z32Dt@EEzK;-bH&+XjjWmdO6zaBNQ$s#uAHNvJ&F<;k>R+Y`A@)&>(w{n*_3$wnuXf
zFcoxxjEw!CA+4t#(89fcEtwsutI8}Xp9Y~u5f<Djm<DF%z({wG=$5DW;f`PXZM&2$
z)|envDEp;_^+8xha27W*k0zec)k9y;?2-B2Y#~m<ES%wBbgBsZVXmfDA}6<<fm}@1
zj;nM`QwbNnTK<HDA!Fv@?4*$t*;vWSfc7loN>)WsWsiGM?Qjgb<T(3)bJ(T=J07Lw
zCe37C*w-@Q+T_Xr9(S2vuaO%Q7(cyAN5_%sLaym~Fu&PEBR%;_C?{%7RHWGqwXAk0
zpyx|!i(qCzF(<rbz`V4%1`8=Of_@ajuuMAo=3~*gCLSv@`aTdhiU5K_|Cu3oV<t|Q
z;y!DeJ{uw?<tj*>-rRCf7GoCNu0NNR`$(ftaxCj|6u%@PuP|*aQsEnz4oXX^EtYy3
zeZZ_;g&AAeBKnHF$h!zr*f?C{O-Y3j`Chbp;aBwPMNAYnP3Mf|_HYPzkh^;T5oKP9
zFDI+ZU|9A=b`1Y~a)D+t*uo$oyTYPhwUCkqoNvwT(jxuQr;$<kNSZuzE*3m3ec<!3
z&PEuiYnp#}wE0-*U{RN5TQHZz?dn3bhZ8@jV!oTi$hTrX5RzZ8ioo_W+0jxO?Ikp<
za&IJw%#5m$TtrJht*O1c_Rq+)x0_MPzn}ge^TZ44w93*nD*Y_+K*x8$Qw;M+a59y@
ztoit<mz>O)U!LSn#cXysE{@P<TKCiF25=|Yyh_n)%KANS5f5^1nHdNpQ*o*==sURQ
zj2{&1&CF#im_olV<!SeJP6-xe@0(^<+7c!&OdXwV7A}aCS>>Mlem}iPG1qrNe;w?(
z86o*L8(DMQKMgHfnU`oP!sV0RHRx4$#K;GiK-l)+^5S0mtfj_B2I>#2a=gMtzEmUT
zYTHZ`!XLnmVov17(lqDgpFW(EAYBYBMl-R@EB(@(#l26{-e#|hL>}r#|5IXe`yVeK
zfi#!Me-}scs;)tn{)))eUQUI#AtEGnvjgWGn7liLB_<nfgu;>B5-yr&6ibxeoc0=x
z7V<m>flkGk^;1X3WIM2kj_;_AObzOtKhXG1E=yM)(-eruOBT`Nu*}lWZW7C9p_lgi
z>$H|mqAUQiadIA!MVR$v3FZ~Kk3Ct}u4@PX_Qk+9#8NUM4WoQw%wpKTGF#RjRHkg?
z&0YD7<lIu~f)5@}yRiq?9hLbw21b;Ld>(8LviE|q^^h>g%7}CxNtJTPR1I<sdfp9d
z2vA4!CpY+l_utqc{Zrr-GKGeg^BI)~X#)d_(oZYrGiUvZRTvkgxn@5>hfSjL?U_)?
zy;MXK%k<PnmXvbCPjH;vPMP|iHt9TAtExCrqRUh1mk$!lrVcixsqIk~WiqG4KIZR%
zxRP5*QVI{h7SW3p)>2Pee%4Kl7;P1GU2&k?15{BpgGAW!9GlCDLmxS!PCg%Xk0_hq
zlA*?leiiT6RziYe@@#!P#NGUePK;2vS%ARaAny%_MFROqY3dxNryk?Hab;1pr~Awh
z`rfx6xk9y)L#lOR4NK9ehI96Rzi}x$khXe7omMFD<~Gdw_J5rV(AgFr)7_7Wn>Fz3
zQ;+wJoeS@tw~8ls=_C)l8-g76Q$J4on56`l*BsQhuwe93&)a2EreXI{6(mRXf0g^$
zTU0<`4bmXPk}U5bCzlObg1<fQfsCHmm(JG|PP%PS$N$tY+ARU+{TP9R`@f_P6!(W@
zM~;UI50lLl2(sn)<twc~seI$#cdHJ~%jM|CjaaO<Zfv0B2<C&r6)k<cniQISu#Tnl
zN-2oHTgp!2TQ)n$hHaH@kZA1aQkYn%Xqy^<7IRpoTiy-1do<wR2KaBDF{$5O?O670
z?bz*8{-@%G-xIbP69+*hR6`+z?FdQLA!T`!8N?uvM+6UUWET;-Sx3h#$_!g%B7@gi
zS(oAOkVLz+EwZAr4uk4s^6C`PaeVc8lCa1}Iui_SxF75Kz&wh0db@E=e}5PYgV);O
zbD-2IHWn3QL1-?Yu>BgQex#6$uT|eVs)Zv)VFS|m5ym;URHmj&n~kQ0K&3_bi@?qP
z$S;DD9tD(yElH>%d+^j>g)Uo{^5K9$=qnKds;4dQ2uj{M1X>EF^&-Ce*9z9b%RAQd
zuV?t6p#Ps~O<s|i5%r`k8HAaPOER>p_AN5%RZL5Qzy-Y)a%;mIKdQlAAv9(=CZm2R
zvY{?Qw80dnDqagKZ9}mlbeA~S5$r3%sp9FOEHYMnIjR@DUn~S&iBa*_hW~EpM#rkm
zAw!R<>fj_=KJ=Qy2(9dpt*hH%MsebqBhSk=x}bI<<QB-*hHJ`v!Y0qjK#@M*EJP?E
z4HaWm%H1tq4~iN!eruer9FIhWIS3PMdOJ?b!w^}JID8^8_1S4qModp5(5bFjJHd*(
zZL5Q_GfB^h(80z472hA&zPthAZ|^R6b_dSVivm?gTljR=#|r>D`&Xy?e<r^S!N8%7
zC<z5q@_<s9&_XJ5FUdx~bb@e>X!?RBs5hEk%FtAwj!RC?bWahTs9%?8hgK{oM;_Cw
zlLS*pQt3EIe}qJUk;tj8T|=34s76Yx##l<(!GZf{M;y0|Accrdf1$l7SDvH)nT{&E
zCXq7FT1jbbdy~GBbZs9O(;8hob%A2=4CO)MM6U9MWpVO!k%_N;4_5J%dTIdU(PkoL
zCLvAi)6`QVvc=t(L=^n&<>+#9ZF`ppzcgV3uatE-j=nK}d5dc8mJ@JWE9ecBslGU$
zj@$gUg}(~~EC15HTf9ktdKBAx9vYxHVX?cz$>fEKvC;V^(wuKd{ZAj-U2shR&s?Uh
zeN`37>byvFStUEBflP2ZecU_SF>X-31PkMtBAB{06;JwoTBp7u{=`}mtEXW-*x659
zn9gah8CevEhZkRF7h2nH9F(O^HSi)UEkxwROh;WQtwoXKmn2>cEbUrx3v-wH_ra^K
z29Xcv+>2>24=P`Mr6Xk}e*n^A#!T8B9$0EN4a)LC&=@_2=bKg6wqNo)VR}9E03gD@
z`uuN!Xq^|Sn%RIv<d17i5uLzT?fp;(Lo0Mzmm~GsEmNHYg*#FaWlc<Q{Z)94N_36{
z;m`7|_R|c+CjDXxW%)+am2uv=^~(2GclHt-H-^6LqE6RV(<7j4jo_UJj|K2?!MLLV
z`{cv0w6)Sw?*aCr$7}pDH1DJ3^5R^cQSh6&W#j}XMFuly(JL4eJA{crx+0)8J$t>g
z<Y)T!*Sp;$$jU5x^h(etO>dv1{xwE<K0Ls_u}FW;2-$<sG%xXgjUQQ1x&Pd^TkqXq
zy?0~Wk+^^CN-{wdc(DXM4cL3xl7d5a4hnuMpDuLDq?tOI=Y1KIfHP?fvV;bS@i5py
z+KKF$NVI|cFl8rm<dJ=@mb%kvn4if2*LL=adV1;_ED<9dDO_#shYZ)cgSZRUfDi^n
zR*eF+FJ-T#^Ly2@r+VVX?@`|zGfBjSLc-3`*NNZJL<Uv{3{?y3OC>y4v`g;nDtj?p
zdW{1O8;XWLNeO~+GvU0jRlvrUB>AgMcMCIFYZ+?Xztbi2GW^nr{C3v;V}gi$qMq_E
zK>vQH70a&f=EoV!{Sx(+dwI`4Q9(X7Gg4k3tNNYZ-%C~^L`=1*VWFN{y=(*DI(a?X
zF~NKxVN@Ob^22oT<?e)!QK}vao`%CHiax)kuzL5rR4crFAP)AIfIO88;rir|l&7`$
zTOqIR!JG*?;R6S<d>2dKn&^i_06xxa;_F~M{2O_LRM}KV&NnMoYj1rbxo9XfC+BYW
zli}r6wD|LOuz{{S_px#7-%kn<TqGa_V=IKFI~0OINV|b!u=M^Aw1<l!?sL0@&m48+
zqD6;Lyr3fUxE$E21=2(%5}Mr_FPO88kTaJ*55I9kQ<C&Oh>gb<5{}aeoj8>9g;h4B
zhSPW(ZP+czbw}=)c77WSt_%<h?<p`&bX@2#+CdzeAi{z}I<pRRd-%>Q<n3od>>|2`
z9vCqKb+}y$DaKEbvHX|@FS;?1!sJS8Hmx7jff6R)gNOUXMi2f*{m-6w8z}v1*X=Z)
zIO=+ByBQg`GwzXJwO2yV2jEOD*FN>V2@I|Pe*@4J4;~#PRIKEaIvss?K6*JQ6^zEN
zc-c-^yaHI>oLVLTyB)x#efxE&E%2&xG>q^V8Nu;k{cZZyB40|U{8b>U<v>^piM6cf
zt#3AB6<<Atw(ev^jAf?Y=`^N{7!XRU)m^l-CED#4x4r(-??rmFCifF2ns~KX;BuJ}
z5fPZ+MWa%tH(tc#8vD`pY&)THE{4Ho+@6f`h77d5GD=Tt&mGN}xjuL{8c*yOcB^eA
zz;6?c{&El|lvZzkIey(^_q&pwlH)YeRo(W|Sqi*awH}~x))=gP{Gz{n2GzW_^h>Xm
z`Nf=T!sP;?tLy1f`F7>X9su{4@}*0-?j31d1mEC?2U!_-%q~;yfRr7Gaz`Ied>C{&
zKTt7u{ydjfU$ao=`Wnb>sssah*%*iOlnBT^mRRi7kcv5V?aut<cEx4#5#Pk^$9qW<
zYUP=*Qfe61xx%kj?y{f95e?$&*AL|Qy=NXTD^qOUH||<LeLQKt5k`KlYOxf*O?&!z
zZOEtout!GtTDjEda{9QND7pCO)zImROSY*Dp!L+NueAjr!UVwfSI6h4aCJh8c6q>2
zUzOK>11GxQ!HK;eN63n{e|HFoUK|Y{Qz@6sx0Uyv0Ex~H;fRE2hY25$uLL4l*`5S=
zFYxt?*IYl$wO$t(IFZ3ld`t(?U{e0OZ+3l8NMV3AOo=YA@hDLihYC`EA%L}8OSVP2
z1KVf{Xi0&bOA@gsod&NcyKqavoOO;rB?^BZ>0BcG@a8<#y()68L=l~P*Eetl_jP2`
zG4NLXKl6rnCS4obwG$!3#c1m*UY{SFf5~4RXe69jc|F3B0@YaN<z=*9YXTzbIPbM~
zbZ1!8Ou<uS{hu2v;%Uy8J9rOfd5Se$FQ*5@mg~;-m~Xv=YsM@1UFKQ|EJj0pfSb?*
zy3BsP?9LJqCO$HK%=YUx+1d{9n&0pe`2BG#r<wH8`==^Vu&L}c^1ouQ-T0t9HAh`T
z1}2o9)(U7b`W5Q-44IM3=uV-&uM^)=z>-N5oU(wuX5$Wt{B2PDhq<t>th7B2@m6U#
z=*PC7eJ|g`oVz4`&CJLM>K}s>cI7f_UXVc?_JPdE(9lqk))FgZLi>157xoSJgF7^W
zN@=>TeM{RroRZ$`A&6S3O85%pu9`eqv=_u$r0M(sWS_v|6vdZ3(3&a512vdF>)|c2
z-<S7st8;b?Cm+a=K!X^K4Gh%@-gpM72X2r>DiVs@EmhX@mBTQG6qs*QBQ6NYv^@hI
zt_^!YVJ&$QT1zOHn^}2zhANe6!T14uFT_Df?aWym^dq6A!aRh7g#zWa=t_8LkI^wJ
zlRz^f4JzLOYb-2SYmsEPyXn|>5&?eEkU%QmSKOY?jkBeZEfWdb8Y2E#x3!YGU54&!
ze^|>p)@JzFIEx}Ds)d&Nia1N2Nl1Dc{G4C)BIKzu^Dce*s}vcn&%X%fLrNCinIi-_
zDkBObsF9GDLt1;ZLdT&`sHZ*TzM)jJ(c;lLaf*p0rKMTVH6GjGuzyc6{h4@;5AvVZ
zCM~YWvo+0WWfov5sQuKo4}}=oXXU8edLuHQ095c}S1mlywDnJnygVC$rIo9?S-@)V
z2TjK-wUwhBMZF`LleLDH5_^ZPL;TnQo!?QsZN%lGK3WHSN5kCp^FG=&CoeGnfSq;&
zoge}@sz{RCOj$IXYJAut<#7D{!)LkXXd;=`*`jmoqs`h({U~5nXI`m1t*^aa9U0L|
zdhWCkf>B)<a@z=^Nk=E35F^fJP1E`O=;Eh}e$8P4T7Kmgdu1b#Y${sM|4`($g!ZAN
zB};1Dcc+gel-x}q1voHKbY%pL+fICpbOjP#KAZ2pOFnTp%;wl>fCEc7NitoEkMpUB
z%*2QZh95HvQkM1yX0r)y-de}w?>1Wf%X-0ig&vS^(!A~bQqeC$bz@}*sH-qR7#Z2w
zJqq5Y83$$QqKtc$P)g)*G9@D!XSl|UtXn6fCR^GsYF6R<#8<;;Yq}^bkpvQvPMH)a
z*s1d(jws~2QH4RQ-20LttfKA`%N$q`{WEK0NR{AR^doK>GaGMr+K{agSnMm2?)4#@
zWmZr<Oi5e~0_zs7G160p7(Mfke29$bBRi+Y(>Ab$iaS{01gQ0004b^P<S4LVtX5T;
z14{l;bt}E3=O&W^W5ohufoBuc{yoMcxvyDM0}Yz;&M9h>-r0TD*sH<+xGu~Gco-RV
z1UXzjOh-%{r$8W9w0D={mdtey!+k(4?dsI^6mqs!@9c13HifF!-si%5ux7j+G2RH&
zvOMpf<#Gn%5@@#;O}QmNM_q0>7y(d&&U4)zd-b7#QGhK_uY1d&*Bscd%&Anlc>#6%
z`3NL&Dio^6_O7i~(D8O3wDD~$?BZC(@Ap9Ki9Ww*tg4DJE_gp!E@t=2b;=E>v#DQf
z!mT@=T-IZk85<jOS`a%HkYY3}P_vy`766iz=Z|lalyWRi*S41FeafjHZ&_1WUqG38
zd2EV?(Lef=!(|crW5n7U4cBg!m=wJqz#K2myf|)ZVE`#~X$e>%SMj_(#R{+(MgSJW
z>RXFp+e<#0D?Ct-(?uEzO&qIZuRHMC^4r&rN(CRy9s+ve_P3M8tIPm+jcb0k8PU3Y
zqYwpz_z_C`VWFtR$&=~q^sZNqks21H=jH%0onLwO&DU{D3+sIp)U5h4_!Q+={YGcC
zDy&56b1-RkYZCJtJQWCVFB1;)MY9%>kb0)xTx`-b=EoOL_Pp*pn=D#0I?dbA?SjmR
zaICa6Z$1Yc4S~*H_aTpteJz?`eXgov@ARY`#>b*xGY)mg$JQ@iwelf!9_8T3hWN=9
z)G3fxi#0uvr%h&tY9&)*F0a-Iw4rL)EIf?Vp;WMQK-7-cYUW$r+h9PX!dwe8`tmGT
zjA=rCAN9=FU|{CrXmwOwWvEzx+P2=x;k4$6_e-ac557&iXWP|9WA1oCfnuFaQ>!=N
z2St6&{=1Kd#A(aZ<NRP%i8W=@KVIVfX<rj+{LWb772S<Hk#fY8l70txRh(TT7odZm
z8oBhuT?H)MAWXp@y;0NWRNH90mOF19jihQo5F8qcuzeiTa}>;0e%L(zE2KeFDHIo*
zLpMowoi<Jb@M?@(;l8Xs!54=Do=qvGmrtm5CtTsRB80Tkn}<k3ey7<UU7YQ0MEzg2
z2#5x`R8T$94;4u+4-3}#DSEm>1N-7<cr1!bPommT&6{b|el=?sNRSnn&)q!azwB?J
zh9I@%%^5A~^ZVF%9HfyqlrrJ8<xN-q>B$)Vhc}5_vEU}0vea3im_alo!9+$>y%V-e
z)U@k5h{TZr7Ni$RB{kL!bzl4Teb8(H$W~6s%J9}W@&-%u^4XZgK6qX5cm|r*WvDC7
z1wbVd`D7}eJGAj!mHU%gq`w|MCeJONLXIl>5&2O=)FQgAao}qtR(OHF+>XhL@*svH
z(Gys_KBUB7(KGr2-|ObG|IfAK1#mw9SGJ2rs%=$=OZonb2!k|LR|BrPSwBs@fBZ~G
z&>O{rR(jc?*%>d2lMb9fGBnf>IW!VGvn27iA)YqHkJKf9S$}ylL^DV93YUu1Zn=0}
z&skU^ViG94l}<D;k~9A$5>jH{iO>i1I?q#NAql+juXg%7o<?DZuV+^H5c~?f;Nk>)
zA$#sxYT}1aLw@5(iM)iTqJONXu=mBVn{PLbVeuiDU5QDXBgRHFd9?h5aPP2WrRZ<!
z+Mxvc(N`G?FBHY726SoE`Tl^c=tThm!p8Fbce<+tbsIJK$9V*nwsZ__?)Ahz5d~8m
z!W!2Dzu{@S(e5FPY&Kw(c=HF)DK&?X!H2_Khy`gf=aZEO4&$^4MM>5OP-HJLb=PP}
zFv2IMwb~IIx+URqsivU=GIiMG$V`E0!*AYe8ypQhl%C;?^TJ8;Kw(SK#<t_gV0C3s
zk>2qSFcn%c?D#QaPdJV|g*;CwWqOoX)J3ku=OO<q^}-=|G`C&yw?(L?l!D)RdJ#4g
zU4i~CZI2*tCVst3+eq1`X%Pf1^V=d_AaQqF@$)u{F!x_!05xtqe|h{aPO{7VFABIK
z%RF-FZ(u}%dR<e!G0jiyooUOyOTIlGptu|u=xfZJk9^pPT^0~E8HuVnbwM@M^YcaB
zbKUlFml?1}J0a~uv1BcNF&ISGET?bOQ*UG``FB+}S6*vD5OQ||iT2z_SeACGVmfDy
zbCkD;ZFw@-Q_AeLd^o3Qzo*w$GbhR-zcPssH2j&A!H5ZWeC{YD)w$$6q2_z4fxwK2
z!Y5p8^r(F6mhbr@poI)npox_v(+z;z{<{DTm}uWwZ?B!eC36Y5WInywkN!i<0fX2L
zfmqnDQ%d)JHqdfmJwvBVMd%aiVxy#(FlD83x0VRW5qgV)-5w_6{u{WLEYWu$M@w(0
zN(5w_NJUp+>G%a+#spd6>qH)XLGmL+?IyX^EOJYRK11nimKv4rCAti{C2l7_C?X0`
zwRc-FP7)k^dfKTKZMc16dF+Qo29j{ZkICe@<FHBCB7V6kHKg>-ZGmQJd+2Fomv-!3
zKE1vxr3MJxf0rLi`v2p96kCEco(!fsJ&5_uNwZragY7FM8G$4rKd2Yel8xgiuGq`4
z|K5ta<24esD1vV&?NmLR1r@u54+(m<68&6OnNV^|6iY(iC@-I;GilGxd~(hkyjgKQ
zr&x7@aN2Y=)n~SWDKRHnl*70Z*o_r--f~UpG{Hn|WYS=45lNF-VpVAu8~o`?F?kO)
zNr<K<^YRnZS}$ufABUpiPnFiP5T2xbgIku1VDvsC0tLd~_d(*@c+EI5p_S(}?oAf`
z#<;19VOd66_l=axn;#pEXt|9r+!7S|?$I(ctg%nffdKJrZtpVNMIkuLN`&C=aD6dh
z&T&?J1yAJ?FI6ywMCgTcr+EIsgHV23FV+R)_(IcA$5kg`2|1><5ERxQ>J@#m46>no
zRAeg?X#!~j>jMOJ<<Uyb^A)YEFF=^~ul>Xj5(PyvmPCMfuX+d&ZX(=cNTJJr@@F{M
z#upY2ZFKwl&#@Fq)eW+7yifib@_Ayug%&Rk$t8qi6VA<(g^9am!Af*bMCXnpB^7tI
zciGZu2Fq6+*JS_Ja3k+CsiGB&BlikJl3vc{7M{b*+UB!)B;VZ8TDadV(QVv;NbN@!
zkZxHoiV!2L^{dl>S58$NLxt2W;3JoVDUh|8&nK?3n6+ABW)LnV>t>jx!r)I3W1Cqm
z4tjb2iEhs?i#T`Y8%`>jf8bw$4T|2^+21jf`JFw+HLTiB%+1~edQa_zoMM3Q$AhCD
z;71o8wJQ(%y!lj$FN`)sR<z}X^imjdZgx^PTDN?ViXhKfQm3LUFu35~Y=neOmhE5K
z(^mV<<JzR-IT(gu4Vqqrt+R%u2ToH!hCH>^c;$hMA5cJnbdxy;1h!tIq*WjPj6kY=
z$H}_~{BBI9*;IYl=#oi=T7cwFtt8SYVw$&}^xI{X;RPcK{Gp8jlH{u)Pjo7DR4bZC
zpPtUJNT?E^C8mLG4E(_%mqy-3mcF6V;)aRBf}E7087vI_-?CRqp3jH{6%d$7zNsg)
zSFPyv14!Y%W61bNie#RV;@1kz?YC^kSJlw8n?3I<(*H%o|D&|c49gW6UJ&|$DUnM-
znJyn5xXw%|7455#8-hT`mlV7lM=rz%%I^C0g|??R$0$Yc$$;mn(F-_9INun;Auozl
zqDW|ZzgE$=x*73MPB2ABrl_nsdsdWUQEXHww_?v0<+fw4ke8+<d|gcIBl4>=37pmO
zoJICd3KBC;;CJNAzYF9>ZiPETQvS77b+{LcmS@b;Cq}!6izDa?po<WxOZddBlS{n1
zXc!`@l16E2rXMzZ?c@K2l{ojAJyy5uPgHwfZS7!YsC5MnB)rmDmoN(|Pleg9oU80>
zKg|4XW>{{L`lGHb&hIUa4rXIU!PyVcnySCLlrWGci<PWM@Ak+aj{m(}LI0a*xlsxj
z5`fpfGcM{IMacT0Q<Y^($o(enEXpz9CFjCOgZy1;Vsq|)GK@hQNp4Ce5t_{``%~MC
z=(|Nuu%<K}LM|s^wIJvC$IexV+^dsCcwvl=<(OY1g^*Qfkb5ca&D3nCnL9eCG&t8h
z_XmX2KmqWrtMJwadT%Yf+Zh0lHZnMMgW64+#<wd@*3{4?*0LV!)p!0EFDFPN!wTWW
z8|bS81-&S9Lqlzr@tsh?S2c>|qmR*$@=?QiRX(q-47YDlX2P2L({f_LS->5db=#BN
zTr%8X@8q${E1h~w1)rAg(W2;H>0lb4n-NuXBT+4^y^_7@xG4Si|E%#h{{n`cJntAW
z#vyBV0FSV?Q=mk)6}cou@p!gb8oJeTcn4MI5KkHNsMzX!2&ZKT?3J=L+c5n?ark!}
zBs0W#cE!0X-O$#kb<aF4LLr;(x{O(Va-#QtJb}9a$BlFEZppoO(kTfFL`gjZR@gfk
zG6fdM@_llXm083wy-U7wIaM{k7(x=L)L<-XY+$}b*6p=u1Y^?f3i21JOo*chXEI|;
z*2Qn8fR-grULT>)8(BJrzr>rP)%f_(_l+VeC*`FxeQk2O0U}K@3p_)UZ!-K3&3*6w
zgg&XRLI}SN)c@mY{S$I;C5MQH36~6V3qOvRMi@?fe%OK?DCBQ|E)+h&E*+bl{zJCB
zeSI}ZM!|>4Fodxs1bHku-LlXqLhms}Drnk_F9|8%YtvKKGRn398Wi7|Tk{?I=ZQ9Q
z3lpRVzW+sTFQApJdj><yKVlmQVW(+nZ|8;KJYe!bn~#ARGmCBW^EtAAhr@V6DIA4#
z-eBRfG`$t;BEVI`QC-c1kN|#PTGk|k#5Fe0Y}f~7zNe>gHo03Q{<TC6xr)RlAj${$
z{;i~CME9Ab2XH{?tplhY|BG-3M#;VQnH;FMXU8^1m-USasue=i4o3N52NL-;-L9&Y
z<sFhU!UxM@H77RM55sE&duqg(aEc+s@Pa6UlIzHvhhKjfdq}-8@-oaSzP(X0h^S!W
z$UUNtX}*?m�NC<VYxOX02JA57(^Vk<}!|zjnGCs_8!B3uyXx&u}x!H7pzT(W=%u
z2RkDj=32_Hw&&{WPe&f-$mh-It|S4S0WSuy198|Y%mvnIFFzeNxyF64-D+H-907uI
z&v1tH56nK`TQ8=P3y2{joG*0W^|WccX-BD)?#S!eqGbm}e0F|oUmK|Gon0KOCtm+b
z)T{e^S}uMyM0ei#KfPz17E#Mg#$$B5MlMW8)(5v;&%D=rCxFjD=jX(Qbys@M$rb=8
z@5p7!0@TZ|7Joc`9V6#*S-oXH-`{p6rJ>>2J1!G&vY2pre(bU`y##c6T%4*jpZc=D
zEwIgOQa){CQhx=sHx#SAl!8pyCiZ6}SpEjOx2>-m13bl-Up0LH+mDCJhb0kv6<PjE
z8TfT%fT;955S1o-&L=7%_Y#yPs+ZG&Kpi{F;SU(Mk#W*~2m7LRZHHzmTlP?VVn7|{
zP1;M%oUbA}%0sowb~HU}%|;S;PL{1jCqrDAMRao85?%kSM@b-Cw#k=e#7xNjbKl)`
zbIw>{|8dvIl+|`9?*Y&V&kpFVD1vevQ_%$o@wQbWXWp+=B63_7Twk94q%lx&9nO9R
znC%{d;;oMQSK`lC%a(xfnnS&_!2j0i{Y+|)x(jC87DG1Oi~xR*6VZONluz?Tz%SFb
zGO0p;t6ugP=yGk{I}?`K8Ru;bAgh7V8fe0iT1xj{qP+jzv!<O!bL=ote6ROI7t~<v
zZ5KmFybTU7FYp$xoeI-U=QhUoeSb5wZO!yQYWqWy$K(<`y68%G(`Y!8z{BT&Fd49w
zkzAJ=^uq>T*E$@NUH1PI>~#i$y=Cvsrk+5Qi@wOkK?o;dZ|_1xt9zdd_d#=4=K;IU
zt~ch#vzhmskpfZ&In{dT{rS~fV+Gr&X<o4`ED=`*Dq3k0i3z+zeSLWKf}s}*^uw85
zqID5C{VV&ERqfmq8URmgvG{%wqZ*ck^S=G{0K7e0kSPiyoX1^tD^foCB471%o`9!s
zfKY*ZF+60C`0tJ1c-cQDGPpyC%f^W+ol1#*iSyBOBQ7$mrV8|8rSLy{541aSz4p<+
z-XD29W3PXj!Ctxz^ltm5Rx-ckm|%ArZtFBte=@@{S!M~ZC=EPZlhe?PEiGj-rTl<R
zUZPR?@wVE#NCZGnEh<kMe>&h_ZXN$*-<jQbj2|~$<^*)roVo0M`FNwgnrc4$(%IxP
zLq4_X+NMe4rn5DD3(yzTaVgw(X%EnK_1c?VMNmhyg%97cosnkGLA@F~zr3)g>(b!%
zfU5FpQXybm`#Am)>PGEJEt>w%1P&m5RDa!6Yz}nFlQ6$jc6K&Z7`_7$gn_<(4oh;j
z=7uKhmV3?TTc;xcUN~Wx!S&H$2#6|YxSn@rY*numsn@P)0F8e%F81IwxkNXsayyOG
z&|zZlP6kJP1%Q|VeP-3HmkhlSMg;@#=uUtDvH<V(aa+Cl#E=1=-FS~TU)Oah<kh25
zOh?8TPBjvzkawDtDh)s%hOEA1GV~W`6K_L4$e|;sm~;@q(GnG=xqK-Q6Agg~#IW}o
zynXPKQnDZ?v7F#*HKfA=qJFpL-sKo~NQuK2b#Q0-b1A1mCdq)sv$4@-YDlv4@yqEP
z1+;Z!z+Sl`#&TT;uy510kwB^|lX*$s3Zve!Tpu7Vd55ZP(Tqs3tZ5tXk8W!E&ONHn
z&s*M1OOHwOqlm<vejaw1SSHZE8FM#btiq(E5<Q@aEYM!0oRPUey;!q72$g}+RIxr9
zDoh?1=f_xrsd-nZAuQ$4aanuJzG2{XxXxle*2l^F;Ov-!`XznIYf$akL^6G>+R3ss
z;K0k2h=Yhg4R#1_d7kWcpu-kPa^%&ijbTY>ST_f-#))7V@G=6q7+yy0*4#{w@i<_q
zt$}|=0&UjMZ28_3Azy_pfUcpozwCbl&0DS(9=jTtE}<FD03CsUnma~8ds(e4)u!b$
z3jbR!H|PS)^8d)?N_$ipxq^>wIbliiwRPiq+a_#dBjlfK=M&hyS3gOw_x3`FbIKT*
zX`QS()Q;J%(yYwJYbq_K#z1LKqQrlOVXI~vCxJFz^+1PKpbsky)A+Uh!D;c&%EP6|
znXD{w)z4S@Q?Txj=W#0PE~lF@F^z~Tul4g%Z*bLt&)rr)MPMc?%bUN`IQMZdOFX@G
zGFxXFM<uOJtG??85BJ3@EM#<xeGNr1*a)jMao`9aYU7@Y<s|++@O4roV!8XwO5Xh;
zDe)CGrAu3x3D0m|vqF?@rQ&i#BHKyBH>I0QZ%#g&zk(?)&^vhx&Gmp|+pLSJKjCJT
z9bu8cfA^h*a_@gS$50IvXcQRdvtQ0ieADhKh3L0K(&D*qyouk7Hkd3TZ{`jV<UU;=
zEU2qC-~(Ef^`>|S;MXoJ5*~$&JBa-MYcB&450+5$3*+R4LJO&&Pk_@R!xKnj@8*y+
zN%$z~kob#h#BrkEt77+Q`+J<5f>|JnK+GUhDYC<#F&2&4kJ<?__^O=b?Y?tK)gtY1
zQTv(%10MZ+t2&nngWG9zl{ikIhcwWcH;CLSG-|+FUv;8pk`XFWG$XDbxAp5wj%Neh
z{N42GEO0^mdhen9r=9%$1@?BVT8h0%!}etIj|e3q|MB4jaB-g>O5<Y1h&V~XWlJKL
zY-5m%5{&q#D1<m=-i=CwI|UEwoQQvU6$I@Ru@-D*?BYA{3pLHB3@SPpBEW4|j!}Gb
zAKhQ(?*#4tl(XNQN(e^5(B#hU?zWk9RztieJn!T@LpV`F8=kB6@-cXnJUqiGg?j9H
zB_V6JCwmDkWk~C%(Wwbsz|vB@Kb`l8ccM(U*W;8*X7L`yo^;X^w2MnHH~0eN>VH}v
z{_CqfyE}TOYx&xTHaz6xc3Iw~ss=|rs1)5a7BV;P?4Xi{pA@n9O)71ew);n1+d_~s
zQR1&nQ&Eo4+j%kUv$Im)Am=@zIsE3Fj{(Jh)yvInGFcR&C;zKCTL%6R5Ql!$*PY!A
z4c-Da&%eGr`@jD9qq`qLM%rI*aO`c}N(QY?+N!}t)pss*vNLJn=&o{{@~?gnMoRR)
z-cU?yEp!SiEcBpY+<*;^gj4fNRfQy>LArO-31@jn%v?Ao0zEeu{?xmyPUZcZ-~YmJ
z<y`X6R!r{rhc;2rEef8Lu`e#IAA+5gk(c#-7ylX;9Em|zT9tYUiuyvT#getDoXM-8
zK%tk#Z{z<LgD`)-5%A96jqgsVqxZw|W_t(vI^2D;m`>tlf78j<5(#OAXz$z-$d}-U
zVGn-jC;ZOd578(!(!*Pw*A8aYKVoaO9T9!-uk-)EKk9wk%6HlPa?=6XT$WN-cFWlL
z{lWyjqNKjMPOJq8VnPTLhCjmn3^nC9Sjsif4<hn`pOC?~oQUgOXOU{h=-pH^{lH72
zVZ(u5Tkfew;Il8@(Ug|=kNy5HE|5iN76)6h%k(U*(<5egH<1>;Tcc1&B|v<}bs@Bn
z-_aWV2+8P|?%-r}xX%})$$|$O{Hb(s3*jb};2c5>AB{Kv4*T5Ant%U|&~B|BVq2{h
zV*YG&ro0{-m(a;PRR+v#s}u4kb5)_U3^}6+P=8AbFHzaJ(%cuGrUl$Uy6t8@to&cU
zGtT|Y{2_*bW9x++3=3ck$7?hRJ-zzaZ$E6nhg0~$kXPmnC2}ndgfOOcGfl-N<5%))
zk-F_!;AgP>{~8>`K|jBcep1H_&F@DxrA>YyL=jWKX8ksPvz(!#@6<{y>1Z{?CAJg3
f<9~l`z2fj$PE_+Pu8RTQ_Aenmao&9HPwxK@bH*x5
literal 0
HcmV?d00001
diff --git a/log/zPythonScripteTest/err_n_plots/IterPlot__Rho_Rho__fwi_FWISO_iterate_m_allshots_5_5.png b/log/zPythonScripteTest/err_n_plots/IterPlot__Rho_Rho__fwi_FWISO_iterate_m_allshots_5_5.png
new file mode 100644
index 0000000000000000000000000000000000000000..32ec0da8270f4ae4ba9aa5a64bf2f95c973f91a4
GIT binary patch
literal 34019
zcmaI8by$>L*FLNWQqn0P;2<C^El3E=(A|x6gLDsq^hgZdNOyND-Q5Bs2uOG5H=y_P
zzW4h*$L|jgj^momHGA*1_FCsU&$S7bmleZ6BSCxg=n;m5I8gD?BLsE$&o>kV_>*s}
zN!gDc`4vb2g_K>BcT&ugU#L`{s;Q);vPJob3*!bLiUVE_^t=+0#{mL=8q4F9Qo1IP
zJ;He&18GMR^CgO=6CIKIsf+mPlXk!>Vnicp6qHvH5r}M9DXFrPS4$B&XPS*3I|U`Y
zIveh{tw-r{PCErUjn0!LPNz!4hpDMf{C0qHza?`9BR|dZFXA7Y_*Et+Hu4=(J~7UD
zqVrzwj$86tgY$-psbX{!JHe}5{MP=69tsMDLg3o7$M6MMeUA=$-Tm?dLC;RQu|hc_
zme*ywvQ5u&FOHDn$%c&Jw^wzZD`=ae+4fMHpvh$$_E{4RoH%QD9dNZ39?r{0k3I>1
z_Q8Ji=zaS4_b87ZeI5BgiTLP|yqP4wjt_I*5TYxIM{wH=$lb)5tClw|IihbKoZcf5
zZl5oDriUe-&2A;M$xfisl@S@ofcgJ;-5YH9ZolTp=F5*CNPHDxpc?qPrKA^6rY~#=
z0NA11(~(zqce#_Gd@S=}m!OseH6%;%sP3K9Y-zuIB#1&vKPd<WzFK^eXMXTCqhUN1
zhX3+^`s9DlKR<Cg4;%j^`Zb47FRhv@8dOntjF*t-yS?a2Cps&}$J2L_P{b-;2}cjs
z$==oexRn)5O!!-lpAr9;SJN<+f8k2o0EFsCM!lM~`8)$U%v{cYnvcS7&sLk}Z`Qdw
zQXxK-_(|83kS*himf6Q&-O1hDX-Jr`?<?Y1I^%>W4&cAc@!xw)UoeU&{G!?~r&;=g
z6io;)s|Uy*IXMyrDpf~-juE~pQQGJfwLwKR&nL5zwW@VjVu>+=8gtXq%2H>#uK|Ua
zf;}AFSbO32dgT7}|FJXW?x7}>x8-^Eer2@uE;?CcbVGS9-InCRP=PNqV0L$Wd0=Hx
z0hd$ZE5VGSlKiktb0;#QLMrqDgCs3U+g_~a8{)qRdvkZI;ywrc7gzafTY?J-!cF4#
zYv~YGK6*Soqawqot{(j#Bk_JXF4_=a8)(?D0>4BN8j{2mpsa{S%Szh!ErTT(szo^E
zq7`AEPJdH#<;94{UC6Y~VJt*Q=im{NT7LroJh<cE@A$8#D(-0VM3<)7G<Zo<v3)2s
zcUCu|+y{K_1M7=LsV-1-kcc#Dl?Y;4j&$c!`9;*5*d2$YN>{iVyKJrcf~_Ye1uY>j
ztk6ehmi$n~(LSk=&=KihrpsJ$fN$^!`uU1JQEgRKxqs^K$;ruy$;oHyu-}FhKP-;(
z^rL9^>h=WQo$bLsEc95{3SR1Q3yK3_d{^r%Y3}N4F(rieGynP(s4y`xF*Y$#;k?u3
zLgc+4ZmO4Nx3_(HIhPqe_dCh-#pH<m^f*Bg?!)lcuBk2~K6pP`1N0}x#^z>buD>H&
z3aXcLJ);6xSXk71bQPJVYV2oHq;lD82c;HTo%C2xIz|NB=MzgMkh*H`Yp8N&=t4Bh
z?UgOT#Y>YTb3pP$?d7C7W&Mwm(#dofvep>!0by1B7V2d^lD}+$8ET9~l5O)5q@iZD
za>)gKLnyWL)6chKsbs0&DKYa5{2J3IYT3J45tOamHQt#E^-jB*+vYi<@LukmnmT;9
z2mW|l3-;)?hP~i5`t-x5Ad2A~9%U^2;J$x?e0p=7d)jo_$8vL<gDx6ICJZc8v#ne1
z6FhcoE_nQKpea~w=6lj^R<<xss)5JXf_EpIO(1@q%z=kv^X<dcP5_0&063<V!gZg5
zUn_zBQTa2tX@+vcXMV|fgCm1<JvVlkRXu*EoS6z7Uc-L3oZcRCT25QfTNK{52Vl;d
z?xkSzJJ#A6*4n`qE>Dt71{1g~rx<Kon>{=GoS2xbMFO7@3wVxzuXgPBeJCi{O}2K)
z<>I1o2RlpvMksuzVdyXjNMWpD@mzP!wpSh_?(Qkr3_MBAlb&CST2GJ+(rb@(6|Vnz
z5Z!h?;<-qYwP~r$=>Ax4GkjoBbFFn8`^7qf&oN$L4q#kd!~v>?<P-Hyley~6H6u_m
z*7l04VbMg_uFO{|aHob;_u|*h*|fTvnYnr6hKqOeQ3-9^ekNMe-EHC-Oz#N3HMNVk
zJxhTy0(bL<0T`q+Ct-<+n!DHIc;4~1-l3s`FXC9-Y*!=CR0ZyaxpNoKzuk|$B26nE
z&_+|NQ=_~;S>Mdf@(PQYs;jE3XUg*H>#IwKuxDzkV^~^NVq1s3iVv%8VV5{m0dRL`
z)T*)Q3~`F__x9NK|9y8+n%{bBaurXnak$ur&T@J413j*m<vB;$-u{x-<V37$k$R)m
z?B=P=U;_JIAA>Ca`PcAV&t#zAeYW{z)E<x%f)~2y!O7{FRd-a<JzWX|0^jX$91fIH
z)WcdD5x)nfZzkC?H*XEg3GDx5SHLgUZC*+~vPpKna;cpwNSp73f1&pg%vQb9nF{Bk
z<*q*S?BbgBDimg{e1+B@TMRZ^a~RJNoSK<w%Fkbol(N10ekR9z$nKF1F2nAJ`^`^A
zotlEfZq?717Xo+X<!or++xQ!>_c#*rwqUv!{;P}^F7s<+QnxU<k{eAKnfE{jwc@+d
zq&xcBR(+B2Gv@kgHZ)99uKhFaw7X`A?D|_Y+|h1<nn^Xeq{H8h%opb!tU&yL(Qxle
zm~B(}tHEEd01rX>Rk*<Aa34kEZbP$^fAcAc%czUo>zHi;TI3gR54LT|R4%T*x854I
z2gq3Y!=#({Qd|TnGhTkaf?ezV-l;gMNtrb2`FY!VxvGIj`-LVWHnyhF+tGBz=osh8
z!~36270rGez8lEDUYM<#Z}mD+VpH7iAqu<c_$qW0lviDSJyE3g?$)w5GUiNhUwU<~
zu;hAdzZls`CoSM|uCVmdK25+0cwEXICvY*rARD+OUBT0ah)R!V1vCTp4|>LMjVsBR
z0nNvGvkjJkPld&wpRYwKG97T%$&otPpi?alK{Y~q4BmD_KBnh`=yQU)J&`rOmb{mW
zxK#t$e3uaG>vyar!F<*8c7dI3)CzY+RR}*ZOM+?nH$L`nO*5rJ;S-q+)go<|#S3m#
zgF5S)=bjzW3#+{EcIyULdfz!Wr@-SS3wiC`o~>Ja&|2%MO?Q3s^RprPI1vEv`nO<@
zUDl~=RVw(OUE3kg9|U#>t?xds6mZ)w8A8r_$Y76fMkA>iau;3i==3fnKwTR2NNPH_
z)LY?c@Ex_A{a|bp9>lvT9Bei;e#GFN?Aj)@JNa(u{4?J$RR)osdt<(YORO_;fdU-T
z0BYw?d*CnA()z(=W2M<_@@wo&RW*x&;PN>CYIIU>)@gdD$T;xX?p_5X90LaTw@W9A
zL7WopYVc^rS#Vx@i*v2SyE--3^^wQ#w)e}qVcK(Zn&68Ve~-QDD395ahu8-)N^5rE
z-I{_agEO|pvCow-VK+tWf>-6?){`2um+q`0MwxPHmwgnWp)xz@KVTy;o5m#q<NSAx
z+f6(0Q$(Es4;iF|AExio-6z1|L9pQv->)80@2mH#TkE4*d*xSQcwONF>tDmMNM>rc
zDs<!65}YNou}ooeyw7S2RlU|xOuXvLEaxCay3H?bW|_+{{pbdEwh|H2!-M!lJ}iUg
zucZ}BxXE0M&_p(ASJ;gmQn(I89A4*ih>Y(Pfr@?}g(3>&LrPy^a^bhwC}c^)=2Wp4
zrO4Us$Bj`6zIJ`jmFcfr^VI~Zjdz@mNcJ{KHhL-^<n>dg8xGfHYB1m?;Y-($VS1zY
z)#kpqU6VauRT8+^t}MO#HOn28r+morcJF9Fhz5O5Zy2jxTv^3@?39SmnDWPq`~36C
zciC-`ATC84wQ|wja+U>rA*eEA?x9?3BD0-mGnj~F%8HB?_Cm(_ArHM~7I}Ksx{OS#
zG7*300E1D$Lz~8)-TBmK`bH0rrNb%J1f8!8i{LAflZ}z|kT@5{dvx+Xebyx{MULkp
zq7No`yW!2EQNcF8fI&QBx;=vfoS2`#Y=hX=6IoeVrE=fB033RGPlwya8N@vN?I_RI
z02Qq?u?&!un@h*JvubL}YT=1MIgB|*@b+pqcV6md)yH&ht`Eqe-?k3E*;FdRx=)#}
zd9xKip2X;F{-{m8KMA`Nu*I~E-LR{+$1y~-CWEPG!$gaYbQSvTIUC;Bt$i@P>$cmC
zsodzueYzIW{$F!hZ`inS#kEw@o1cjo2IDJAQpfL+UY%^!6-}V~hefYmRrg4C;;Onq
zS!d9{P|tUU26=+Z0ET66)!ok5aEI+<>kdOwkP>dy2&QL^vgeLe=_?dl;$|e<q&YI`
z(=TOpl=;ycEb6whKX2D=>yA1Eve|b;Kv?*04;k*>16^)5g89#gJ$^pMW1pLbhoBb@
z$6)r|loz1URW;eG8yO<2h3o}0V$o^st6VGrbtxc~80N(U4&ij|?x%Yw3O~p=O3rul
zqgSf8x1-+klNvUc%I9mdV&UY?oH)hm<-1=h!6%nnDKu*LfN49#JY4XA4F}2R?(<&S
z$`xI>_5-5y?5SmWTN5b{hGQBv?UTSa(nn6sVaFRvXXBQwsuFSsw^x?3cbCK7*W-e%
zH6QG{ow%%K9ASEEx2;Ox>zTV|bq)Jno^I(yrT~T{s*m@GXaD8NNwr|pX8)aY7mKFm
zoUZFZG3*AsmS9SjFxt}fW%lxnTkqo%sMTX@$5@~EcF)WE4t8}bU?$&cEl{HZkHCeh
z#ojIlAtAg0L6X@&m(jxoFY~-A@=zbZDFv%@xAl<V*-Rg-R?g#i_V;3sjUGJYU0)@!
zyuBh7t1f&$T{QdVuG%Hd<5tg>MSD>IZMXXOjFydnV5UMuP*bj{PF$b!jLW2fjO+q>
z`IjDn*Z9=M`e}6@2hChZ4Ab>lRI&PP7<5YdZE02=Y)y)(*D)e8`ovm2AI8P3@=FXc
zJBZwmN4^U)W~u;M&=`HHwX#sRI*KU)ow1s>M)gYlsxwQu_T?RBX&9u5skc{68kN6q
zwg%5si?v(J%gsl=g4+Wy<}Jg^ktv!isrj4P%Nf#!-oKWMp%;kWO`NBzstzuuJlc(=
zYJbeXe@<*t7(Z6XC_?4HA0wDpD3YoCts;Gt4LgK-Z6?3Q&6vRel_jf~vL=3Lq({6x
zmE*BQ#k9pMI|&)2*i8)>q_~|p?>8?uuT~ssngJ-uj57L4o<EiqyNfCE(@adaTqfL=
z{(Dtv=NbM6y*?#6*=%{>+_i(d?T}uo`IGi?<(Kb16G0)T`chfy0ZdQ^b*mp=2#-3l
z8jj5k$F~dKwjpU<y*~PZiE3;7Bt(ou#Sid9z7qr-;pF<kYn^+*v`)tSZ5JYp*YlNZ
zoesT$sq2!NnR)IU2*?3sqVB>S=+okVt#bcXkm@R#bY|!(NQuV&74%CGJ=XMQBLsff
zcxa!W4jGF9&J8PT`et8FpX4fTARyItn;V-`?S-C>{Lb;1PqjTgU~F?Hy?p3rmCPz*
zmH}B}sFtpiyhpzFOSaamkxvp_k?(&bOHCD9Hl2B|4Y;}A!V}z-?F@%w&!^rf7ru>-
z&)uP<v&PU|LxOwscXi9=vOAB|A6sf;Wkt^G_-*DzEzfmXuM%b&8RBWzUQ^F*3c<_6
zBHhe`@xk2D!loLTE*I!z%I0MS(rS-uxsZFPrmpZC80$xeZ4Pcq8;V0}3~->#8|(t{
zrIyaJXg6<DHta($-g(`qy70q0%Y>FfcI<{G0qC^Po5u&pZC`e;P~GWBQ3#&M{a`*h
zBb)$SQ?mx2;wnc@(~g~zcpc`el{9T)B_*EUaG_jB$zHEK*SnL}(HRU>VGofGS23D9
z?zXvI7?@I(f`pQC9~LmkE`S@Ctm;))q$<Rbp7{}@47%%6ZlgRE#(U<sCK~b<Ti~`s
zDo)o~j5r|5dEs_K2{Yxboiz5jZFBW;dcyF+-8VR3ec?4B5T|QD7N~Mn*3)kXkxsgu
znINU0%(xGEZ3oD*#DWbiEzaM!q;%bkm#Q|xIk~v7$mj2JNQYnW*o%8~4gip?nJdm?
z)CgsgZfgfYLtE-AnVFsMd!#;4Zj%$E#5ldd&Uy5-t)u|D@P1}u!hX4T8od8~ZkW9O
zEIaO65Z2T_kjlQ-2Jxl<jmnkq-~9aSTwLX*q|_fwd-qlqO29Cc@^P$MMusUj&AB7N
z)H7gG9}Y@dT{f)IiI`z7uoQ2*g@hP?6P#2D*FPT=|M@^?4&sPt@Em?>WasaGvQv1L
zIm7V_k=L0kR~F9b<14whw-999QKnjfvGg86E~1MJL#URmcUFGB@v`5jJsexJ8rHNd
zS11LU!5!!5ck7n+iZUSa-C6a;5e&-kz(M`&n6F0<S|1T{{=t{s&2t<f0j&CY(g{zH
z2_Tw!q6B^qavZPIp5}LjUCi%n8-HZ&1g{^^>W1j87+=6bEUFq?1G0}YAM1%wWVy*Y
zU%ZQ1TcUFTfYRMLJBAs_hZ`CC)=jeJ<h*ewQ&evA7%-#;Lrx~-J{D{aBixyDfS+jA
z<X`rMoJ#x@NDQYCcF06=66&o;dUUdnx5A4VIl+K#_<KUV!HNJUbk5n#l;H~rXVGEz
z<|OImY4Mi4QM@5^ZEb3Guk>X`iu0zjj3n?^cewjOb}bQ$h7fQFBw9<P|2EO)$$bvj
zyV}f!gU3WZx4<D)^{VxoK8nvzPv9>Zhr?Z7Li2ERWQ>)Jh_GkGBY{CAq*}{F=COBe
z_jKL2;C9S~;w^$y&rM?h3BQGUEBGYl+fA7WZ701Vvo~?#*_Ij%ls`8|0w^fj*3O!+
zTMhdVcF*CUHSyYxF0h;6jiS<$P22!HeS`0&8_Ko-DYrxqwAyZk{p4kTX*^-T5_w}d
z|L)8UJAEWhOq%F;nwu;FUP;H9cSW-t)d)Uy?3c1R2C*9L>TPvkC*KZ;;zA&;z<-p0
zdwFJsYcP;z*q+d}6IYx^aYRw0@68QViofA5HmS%I?JyyA{B>t`?z8raI<XC%l%@SK
zYqXuH;2?=OKv(0wT9LZPEs_#UtHGj!>vL(#X8$24YHtX^)==ZmE_G1F6Nh^;FtXD1
zAmpf((`jQ&1)c!;PPp#`j6QnD0e*XJ)s}}Cp*>IwsBTAt*+iaOT``4IaC^;^dOMxM
z@kTv9&z)AQPQ8WKG^imgr@dnJP7^9?X!%e_Mef6EY}oCPcd;JqEu5Lq)4dBVuG##p
zxS|ECH@~@*Ng*&-1J`i47>m_{+i3usu-2CvI9;)91n}@pDaLm-zx6vs(COx~Yk_9x
zV|(ea({rRWuia3G;kz9;`QV&Xbu*!N*H|qsBBCSW#e`F=U0ni^Db{L)2EogD;#_e<
z51gm>*}jJbcI~Vqr{<HR3+ssGgBN9jb=P52Q#Eqi+_!=y7n(Xcp)zl2Aku~S^{0uY
z&TDm|KrJkaDznimmgc69*UXu`TBh(Y6J$0s^4KnfktRc5gy~6oDd|3KTV~l7mO_VM
zYOW^`XBhn*xUI*KqF*$l=REqyM7Y>$7)4xr9H)L-&~+HaA;RrJC++L!6!pH>t}O?>
zPwh+^8~tUumY-8No23rRRY_f)w;U*Ve89cpSk_?%e||NS>;AZ*+RbTy*}I{&e<skj
zzByu8poPfkTD_)?SEOUlV|yq<?q*-lRN(4{Vt#6Fj?1`@T=3#xx{-K{7vF97O0cfE
zx_T#wuJP`;TW_mDywl6E>x+g0?R5WGcA>6TS$xpxqGc`+G$S9`uln>JcC}0&rD4u{
z4Hr?|t`FJsT(^}YYr9><Nl`B(U+j9A*fLk##l(3_Fxej~Tp{}0?Jg6j-Ry@mF?r6F
z!fAp{%iS*-W`{QKs*)fyuMMio-R~KuM>q@M?#yW&Z#jHWu9tD2KaBtT*~$9#>ATyS
z`ktlxxEBYY5_?wv^V%@jY^{Ab&1(pw^7nvNrHP28rQ5~fB)rfbFwfPyYeTo4oQNJ0
z*s4syzX;VZ+J!$ngFl>lc=&pYyg4`RGQq=USy|ywSbgz?c@mx?gP4|DZ4sgSYB3k!
z=WNZ^9|p2$dR8rGgD)zBcjBJ!?6~%C9hn=QO;+~gq|v_|-Lp5Z3fBa7j(wU#KdJb<
znk|7B(T9G*Z{KbwVQWyN6t)ul>v!kbzzUZ=4QSDOfT))${LaL62*fWa=Grbt8r<~e
z8P?nL#xM}M$8k5t38y|W`Nw_#@{lU;=Bw0MZt3RMe2FYAS`v;tm~mWc)g5hD<*Ft$
zikoOD<?%ySsQ-2T3-j&zCsZtf<L#o^qgWQLW*aZVyIU_f^Jfo-`{Dd1t&;S?vLSrj
zmZyaoJ+wt2dP)F3C4i#^0NBO_`q6y~Difgw0$q2hb&QqsFk9=LGdGLZ9r4D8ot)g2
z!$E$Sfw?eW>cqI5rj4?LNjj>M`i{u@xV<>jXM}Im5N-G+Um-gQIBSNO4HM#?OqH7E
zteVoNC=6Ce*6wY`CMM;wA#EujulRI$&-Das5(m<}<*1J1eWiao+bk=nesGPWr?50;
z&K~7p8d^8z(dWvAv_Jm((W4cjVIduahThoAHwbXY$U=BHpsbJEVg`ip?xQ&e^`T#X
zBA3%%hW;=6d_>7W#0_bGV79cj8A%zjIsuf%ms24N4bhKs5RZL0z5d&o(V)Ls>@aiP
z>(A~+T|Yo=x#?5dI||G?C6YUtK_QctBe7Wx$TAaS0r}tRu)9D|yvF|C9}xVa1JT&#
z&av(R<(XxURl~56EggQzEX6&j=Dox6JiZT(5qeFOSUCDD$bXfY`;zHUN?;AegXgcF
zq6IW7|1`!f+bPOPSi$$S7bKm$Vc=v!rb8JnJr@a*Zkz7Ar7(MHuF&yABPOOmcwF8}
zDWq-&+9REw+UYc)O&eUUf$&)<*d%aG9>6Rcn>v6z(yIr((L36wa&rp8t3^UT9itQq
zFft)r|6sND^JP(rS3b#Vh0{WLrP?sgT4xN#-?{PJ2Rc@P|Jld;8B(?$Z}PM?J=A*d
z)5}4A2Y8@OlA2ffV%cBCnH5eg6%5(Rvwugpa*aiQ0AO)?1VH?>**OM5*$tdRiuR;k
zqQdF2$DM9VxntSvSrKg0s~;MZx)y{G<G&6vRT#D?IG_4oPYNL<hSV|BqBSEjR}@f{
zWE|7rPFE|r8zIrP6SfS7ROVr%V-J1z@WZ*lY~~1cr{Q6t+a~&#*yW=Rk3EOz9c(I(
z{ybL#*e8TeD5_fUkfzvQh~_vYD9QHElqE)IlGONu1eZJI*sLyjdP6ENZ0kW%%&HKb
zWQ~sH<1Ux}7O9J8O5W<)vqr}CmsA7_0msRPZ4{uVt7EIje!a04bYiqWXji0`rDBsS
zdJ4L61+VNPJ?BufFcJ&Xnh46MnS<SaX%!vF6qvgjcXq_20TJV1M4Pj25>)n~-nxn}
zYh~^un(~tY95`nI{!XS(@E-Ue{N3}xpROYVi8ej>|9D5DB(Nv-twG^!mY*Ej60rmu
zB*gmCM1?Ay8{+pw)r?tR)fBiQHeb?vrpXJ&XyVdkP3VuC{!FC*-0sQ7F%2uEu4kA`
zy3-&k<SZ#KKDx5+I$IPfe;xl_F8l4NeE*Ma%0}umt&syrCsFPgdt)}s&9@*IEW#%<
z6T#-M)+VD2y9K8$I&rPoG3x6^95$)rjpk^|r)**{kqhblYLj`|l-cahP!a(Y@CB_e
zJm8u`^fi>iM-L^k|I>R@ti)gQ_8*gvbil`;$prghzVS&NkNi5;VV*Q!p%}E)C+x97
znsnmVFo0)4N%sQ(Ey`OJS7sOoAL(Fb<p60=JJz|VyGex*LE_vYuGC=e!IppY6<b1H
z0Zz4wh{^2gi^d{dM#cR8jzHnw?SASU$Apbo2_rBKu5Mz1U~XPKC^-SRWKLL49GH{t
za<ZDxN5+rA(#thb`u1dV#$Gv7>&@Sj_{SbT7FB2u#Js#2_J0iYI{&$RRC<Bogmw!)
zuXJTno8PCz**h=2l^9O$LbY~Z=}Ly2-TDnp5@>Dg(RfC{Pw<BdlJa4&FMA=)C=;Gs
zI3pfS+&#Th<F{5W?!r&H(9#*ih2^J5BDKxPbP0e=NpA>3<qv{(vGtCON2h~A%NDXC
zMJLB>8|TgG>&%>`FH%zj;*3<B8YOA2A_=|RD1)hTQj{y4bFu#5lX$8kgm@~rp73|t
zVW`+8Mwp4jkKnYJ(7k(IAUXJ{e6@Izj$JRIl9afpI@ScWjqxfal2WFQR|gcukR`_|
zL#pwk?L&~0NH^U^jkBdsX^_&a_4&2N44CP}oH9`K#z@@P(3;ltJ1RK(34&Ob&>d&K
zBQMjaFo1gs(4Qrk_1Z2oU~hG;TuE#6Sz6S49)GFh&uU%)EuVSH>{yM01Lvcezk@pm
zg(ibGF&)^_t9mdO=A1Ykq@A8_E1$N>QU6(tYj_#jACUZa?w#Fa`ltW0iV#p8iSbFg
zV}MZ)Vhq<#c70e+ejycsMzOHmqzSY6Ity1D2JPpMQ3w1!%9EXloZn5JYZ~Z6zULR{
zj~~)%eeC(vXJpH)TRmVqP6Q~S{8>|8{kSmrn8kQ<#FipGwm@y!!-Uxk@;g`Al?0ig
zS(IO&g^s(h-M<eLx4Vwv)%!^cnjZy;<g-LBH5EBsRc1=Ra;Hs*TIxL8%3}9aCv#3|
z0FyWBV_vLH4M<oI$AAdvr}F3lFr#7oS!PT4M{0+^=fVW%WfHzqg6S0Aa7gIH8GFmq
z<&Pw4N7Msmg#lV_8%MQ@D26-@=i}Qtwmw1XIU2Oj5q^}mJ78HlD>%4mO6Jfh_bRfE
z8c5e;Td=*x9b~4KqSpu#TH(rW3PR;JVqvm-jHD-K)?ziAK5K$U{P@%&;c5HW^A(KT
z#@<k4XS4jJ!vt5!WEw%_AvT-~LN&p1Osx#U-Y+v7P#pLvfG5>^=lXQ*yN&lxfPLWc
z578Ilj`ufM;i869z<N(<XcQ%BtK$X&iaU-PH9MT7kLaB2FrLi##`cuyN9n3+cYs!s
zFx6%0{AbI>`E?PnxMYU&1*g>g?8jmTwE^!wcghWEkI~p?)Y!LjFr&qssu@$4TSUL-
zOngs}@PTC>EsT%mag4BWKQ4PrIY_my6f<WwN;H_z6lk&&OX=l^;F!xzjZxYG*HR(O
z-QlwA%2dcN8aq6Hmy#Whzp{PXW*@G`*o~8J3bxx%{Zc<z;PY2gC%cbUab#kC&B(y}
z!sZ`4xqXb?IEh}tFHb&FW*^X?DV!Z>;)~hjYjVuMmB8qSz67A~F|86SC~bWU)ALFr
zI_O+tm+@h#=tk<`#+@LRY7!?2Feh~6Uv<fr%w9pW^5L_qKvD7*XJN2TTtJ^ZwKMy+
z%UuCcBDyk{y3CfKdtR$vsV!(w8nQAN%fWH=t_bqYPff)r5x<s*1_`Z$nywQ#L9@c{
z$!)IvIcHRdIM_4qlAk`jJ+=6#rzql(UNy?#bmIHrgL41ZWcMlO>&Tx3gD`3KPsaJD
z)db(aL4Ks8vpKle-l{^8?$|(*$9$K1XXHz0bhc<=Fzwolkq@5Ms8?kKebAAl1aazk
z>P%BJ<;7YQBn*OB&}j~hYRs-)K{^z|KzamrP`D{S0&qqUrsvnc!WA5qYJOhWR7#WT
zq!5}2(jI7@;Ux^`Eyvl_j1$Fiqvw}ti^E%fmuFm|N3{38`Us-iXCuUgEC$v!I@HyL
zXkT-X<exZNd}F+RXRV^|p)xJ@CtJQ}goC{cB!dL{zu@F=m?O0O$3vAQL0yL9(1O^Q
zW!6CBWv8-RL-JG~kT_kHgA6GzxUl#aLv*uyOUDFM5~)aAaZN)JRG~WF$Wn!3P<{Q)
zr~UgO!SWB=90NBCoN#kA4%E{4Sc<noit;MW<~kWRuO3@eZdvHYz43jH(4R;vUNonp
zY&x3tLxpp)fHmhmN>=8`dFbGoE7;t8uGfa;G3P<bic?qwg_Q48=|KElg@0w8UTfe?
z(!XGUFNd_sS2pY}jOG&wCw_+<{F*lqPKdf_)Nl_u)$cnIc2*N~!PBp?Z&S-*_R8Is
zFIU-d9OCf|p4$XbN4`Y&c~4yK=30{TvYg1o%e1^&>MLc$t1|3yvUA3FOEOs+MaI-e
z3Kc!PUlZGTlou<6JsaP)07G7odG<^IG&un!jQwkI?^Riem{dG_BYRZ(p<EI3j>Z04
zmWMt&S$UgHsTJdpR(MFehq#AJoOAs`BN+e7#Z3RNRrYXHeIn_X0gx~VdWn&N?o!LI
z3^k4zKXSQ<EhI%+a~nm%{8cxXeB&q$QIz&RPZptI)Mm|DG(~G7_b$AE=ucfSF}P4U
z(N1CLfU2aNNTvACtltA|DhveaUzhu6UR4~vCtFEe=mI_N#|d!IhHU{DR;8i`nqxpZ
zU}_z)0?EcsStUDpJZ`cZdguKvJchE+w`7nJdnx{UaRqW~<pSsvz~SmncA&Tj2J?d<
zE|75a3BKLO1bBni18zqLwEZ7ngO7L({X8TSBK(|7NWtZ(vCpVRh%&(1x>Dhrmk_@R
zHHn3@8?ZpO7ms28>F6_J<0o^mz&<p>lq?^<(FR;;i<ybzBnh_h&1K#e-|Qee#+oVl
zi6M9H8r6;t1JXhry_%*e(cfo`_ONr+LdE*xw6`ke&jr8RlLUzpo;<7j#OGf%+159c
z<6=zk3nU3<XBo9Xld*I)*ysDHV5W3i*)dd*U`-;PZcmbe{U-?tenV7U`x*@ANAOAh
zSnmx;9qAtF+&70IhRMq&`r_ldhR8@Fb8a}B00_8S=+X{+XBKUl%V-oi=@e};ZIz<B
zUI9-=`Z^FK(Y&j06Ns6zeVNnrd$tiU)r?6@eIPH$Bs++19Vt|begl2AyPLd>5)HCB
z5#;8-&iSe57|l=h;k5Rzig1$fWYNjKEUG}c1gz5RRjGtU<T`oWW65uX&(<D_j}<Dw
z_UgY9|A9k7e16>DkX;V+lfZqmNum%JNWxT^XIvTZTA6+-OG#~38z4i<=&VY%fXTFr
z7m%cvI7aF2ZiKG!`unlNAU%z76i|Dxf7OUw?<IP3hOF;I3#QCwaC>+w5wa~`i?59?
zH3^T<S<m~Oq6TkhJJahHj4Uu?`T*8|RuL0hWFWEtk;IxonEY|5(-z5I^WL6AD%cvX
z=5KLZk?<OQgOi4-j?3SFb%kzQk+M^Ocl!!+U9{~7exF_~cG5a&x9vWYTGVob>7}N=
zbNODeT1ZN&6@a-R=)4U_yGeYj`@P@SJh&U#o6a7neNzYMTDl1GmjydgRiJO0DBO4*
zKYKMwb=^)<k`guN;+kq5Cq1Op20hQ~|HG}P?7N2!!zt~B>&8IMcdq5kIyLSa6_av<
z?oO8};d)M;`9EyAlL;=`k6YnGT1h~$C7KP6Dnuaq2Zj1N5)xGQBwX;KFFWq;<+FB)
zMjMw+x<KjVH@qm<wTqgkBkgxhcRr>$unTW^e^1kKWR%f&xfkW#a5b>>+UsU`F9qIK
z#eB+UeQBs<+mse`I&avG*W&uq?;vw?%aW+6d?iM0F@fu*oO@B-e#nh`(eYP3Tw63}
zISkzJPICXH7i2cf-<A6DS_m$Smz0+3>|ZXc>1xbqK%F02(LQG6=bv2a-P#fdq}>dp
z!fF1DRvxNu^2WWoZt{0thd*^#n$FMeSsx)}S-$hHIvN_oM{~5PP0V6vaN2#reybhm
zcxf({d~qUI%>skVU>-a5<LQCYmy6l8OxktVrqjdcold4U%oV4xTBf+8YI0W-+(YLB
zVxUv9+UZooVh}IFefQH!+_y9L>v7$LtGml^xJ3HSas3md#UYvHQ1M0Co!_rkS4tfC
zw^1$dtiTEQx(5QD)il*E>v}JqRZGuqmJZ0_vg-?{-HREUb}|8JPK;wX5A<hp{MEn~
z&~csCWygwee?)`^XViC^$aa1v+Lfi!6y6B|ml<448MfgaDUC97sX^r4%h`h<UFr;~
z@cHg$aWP49e`%**5iKh86;+QXLE5GzRGbl98k9=a!A8Y%<vrGO_+Oy)2yuB5{%PHb
z%15t?R0%bRzWkE=0J8jHfTltqEV<gzo7nF#7<-;UN}FHLJT!s35(%l`07K8&Wojy6
zH(^XQ@g0)U^`Al}isn?TM5-raE~2t!fAH1Yr@=+)Zd^%p%R%iXxJnb#1lMayXfhNs
z1E9Y(8t3yA+UdRFtqke5dZ|WrBH^3cUo-xPuO}JxmsvkQ$kc=PlXXg|y5rXn&AR2{
zko#xgvjDgu_f*9rS<jtgI#O;9nbal`QwB!OWAJLY(C16)A0Us{JZ2wY%&MeszGC6P
zH62=pwr}@j{ROpJ!Du^X!o&%hoWKbiPAEBNk)9wqCht8{4{&MrpPN&>>O&2A^F|Cl
zni5GjrS`sYC3xKr4|DT&s^OHY{FYk?igus6DO*?Q0o%TCHd_zeS@q`G*^Jk=UH2|*
zd@@)}LY7og<}n^l*3Ua5>Xsy;q#{iJSKViIozVEjxOYwxla|;)JV!ms2Yv_E*<{ya
z1<+@+{;voOLn24M1Ehx0Hxpo4iCxRNrn|zkpOK{at3Ny0-5E%EzI=)!<r)XEefyh6
zQ-3x+raC)Oln|9OCV4fWokSzV822ms<+2v>CEr-YWhUjEktYkfT21nYdJj)WW;mDc
zvWUdp0uL2I)=%}kCgWC<2vTffs`c@~j)07yjEEHNq<Nanj~4Xag*TBW6n3fbJzfda
z&J%4kI#?#SC-dP3Bq<;KncsSG2JePCa||{3)443X=;^R=0lVDkQ`r);ez!f{%Ig7d
z))<?!pIDXSP#u(-ZZ-F-0T4WNT7Y|x$d(F^2)(x6aTn{gn$OokTbpi4wX9?IV}iq~
z7zDL68!ls9;mudTiB@llOmPP_(3H1&me4KweZSA6a<|iZ?jioW+O28ZIqR`gCGVTP
z{4c)133%hCyq*-iN33Mept{<UG}vsW%tsWeveodqqC^De>4OY$;0o6wTW%JTxUDU2
zJHWrZFODj4TRF{)x0XH!t!Kx<b`4UHN?WCXB7vA35XS9_9s>Xg*904OY!F}052&aT
zLc)<!gXo2h7j*?O$%f<`&=TF?@Ji_bDq?c7ye2CuPr?QxL6D(Ddjq2nOC0(@4^xY<
zdW=jTwLMZk)vA<oaHh!Bo1JWBYVmrLv+}BNRiJbIdq<u$ozD3_hA%)`4(gN|DUpMV
zC|t`N)#_|yRmUuHyKvTKF`gS|vyxXzYjEP3A*gO6v&io);Z%9{91oFTD2eG#DSKMu
zn&2*dTsu|HHuwTdmN^EYP_>e=K|4^(5vV-sU(tRR4A=5#7M!m#*>@8hmQj%_b<{{c
z!c`k|LbxK~bxNY9ajOq~UMb6W`#zmGoF4R--q-fqBY<!G$0ay>f448@65GE-6t-~J
z*DuEuGv=+%2k(mT{dV6eQ3yWojwQVP0B^CiKjCx{Rp4-|ec?Q3o>h$E-B(VyfzrWt
zj~DG<#?F#;FM_*aV2|<7K*u>XOu;Q_skTgIVjhDYq~8=C3nym-p63@XM5S+U3e!^G
z>Py2~FyQSN9;dU@IX6q?E{iu`b8;L{HN>1$S1k2zCOS|v89=uO+gmR}X12aOG&st_
zV-CE}!lw0?Z7uAemRS|NJxVb>rE#1PM&>>L80gqOarJx9<98dx#^mnBA0nO4e0t{{
z!{Gu1Y|3Dd%P@v{?=w9t7vAXtRAGX<pFU&8@Bb7T9!|XJJ2bYODu&IpdZ$6D0?Ayz
zbr^<U0I6euw4l@^&a27Qe$`Sf*i3p4cnUyp-|I0<n9qyZ?^#M83pEQ6g|=I@+7=iZ
zb!tbBv1Tm?P^5quGc}B|U&fB!B#-rq%~<0G89SN}#8Smd{G`nVSds^csgF<etsd$(
z#2`wrQZHZP(g`yeJkMc_GI&1d!{Q?ni{CG9%RWURS#7}3)c&g8twy5)!D*#_E~-H{
z9c^2q<(*L20COiBaE0R|Tm#e!k%y>vX@B!ih{eppq>Z(zl^FZb_o5JEkRhi*TXNL!
ztDtVDOTDrh_9Qk<++|&lyNa)44yK4X$y++VUxlKR-OydEH?cnQb5RxLN=Gc!+nwn_
zA;xva_A-kk_Bp-j+&#a0cAa0wEyYHCbLDz`Fiy4Ap4wAkna|@fgFCG27Ekr1jb!pb
zMZja0tK(@KqU6GPuCBADok=<g(mjp!5Q8tM;p}<ozu0q#gN0y3a^L%&911*QbkvJy
za<%IK29?voevy@|ylCa1=r0+B=GWLbN&<#<8Mrcu?_adL&;hkkM^vh<g()ddT&<Zj
zamrsQADbv>Bn7h2%8v)(;l-11(Q!x3wJFM|=>@;W2F;jcyQ-);uP?+0mn_&{BsTE8
ze7qVXnE?!C`5KWTgu-1nMdc$rlTj}Z2{MH0ENo+~id!gokcamj?rTu>-{J)|tzXac
z_IUYs3}?r6#YR&-kh_XAXDEfJ88-0a^p_ot^E66Z|2M>i6W#ZvA3a8~ro#rNenC?~
z#dE`4w*HbDoO~SPO<*Lmzd;hATJd>HKA&A)&OxP_n#vRYa=9JGx^-EVX<i6oG!xWU
zF8{en5=MtcgcOJ0PG&TAfBRm|@8s+|GyXoJ0tLux<s&eJr9swj7oWrf!Uo}N9MjRB
z=U~zM!2}_I#wEZ0zDpiEKH-KDHFiTd<X1!JcD~xP-s@9J*Bo4%e%l~q%v2Ln;oDyL
z7~xMH@s*?)q2BWnzOqLJ5B>W+Ecc}3-!k{l7;JbIX!Im~!pj(X5R(S(*Huq6kDDlx
zmNy!GZLUGa)b;g%{j5S>dydayH<NiNLOT6-^nAjL7O6F9lT;0@;aj~hS8j9}kxs6q
z(jG)}cyn(Kb!PS!O`YCrVdLQ85cMVwHwbGtNUKk~yrU>sPWzfny`azj1%z=*xFo-?
zEZZ0ABs`m`{<%j)D&zNr%B(>YLg4(t7*K5#ytSK1IGbgr2wT6_tyQ8h^`#Kk8~OAs
zA&(lp+>BM{qBJ+j<(m*qpL59n6oU^q<R3#m+QTt<U}GQo=d766XX+n}7?3(Wx2r}@
zlh1LRxE^C<BjieAqIJzai>%j(L$0bL)WEFlOHWYcc8rIG4g|a8Z=>*?>~n5J<XLE`
zcdMF(`gzhA89dj`Vp=gsc&#{)&>-iV%0lqEMO?HGkxJU&J+NgzhyEgmw+qmPd-yy7
zG3KQo>HL};ag2Y4P`oG2=mHfOPCtzFBredgmMXAH-IeF9;1h(igo7rx@;AJhf+5wo
zvr4BVMpuaXO4HdHpY*1mCGpAdYsTHSa{(Yh{Zsn)jalzY;pFjs<o?O2`A@C*2Ln+8
z{$pV&U_20&rZYjBe>JjI86?S&@D4gbS<S`p<5^vOoDAot)5&CZ(CUX!f<7F*muUV>
z33NlxI_n{ROL*fPmrxo;d|WYF|DsubNda4jdRUKAM<A;B*9++~SP!3F>gNEN;`qVb
z(3dfOA$p0X8`+X7#{4SH8OI-#ItP6C)N?Kz?M{9P+r)J=9gJ4(HqfR~$CWyU8Idlz
zWbx&R_JU%`_Lb5o`)vR(?9WJF*U*x}*ELf3P~Wc*4dAFgzW31oP<}iKRND)G>rTm6
zV^WeriDCHe`SljrbQDCU_TN=B*7N7u0>bpRnyNjMIOn%Zwn<y!pm1&-l>$$(&nnrT
zO8N@lzfU9u;>oH!$i+m!Ui*PHYK7AjO-^rpneQbzdi;p;%I{~w=?g03cLk}T7Rdcr
ziN@I=g5HS$KoSEggC-4Mn4eeSTz8gKflRSQDiPF0ZIH+sie%B1&h;W6AP`-4T0Xz(
zD5iu=UBH`W%0u`oDSBZ|KkQ8qmqOAAc=~wbd@?de{q6E0lUZz8O!YbaHB8a0&#|XL
zpY5K2hDV@3Rz1YVId%U_0sJxRd$^t1NKw3)609`_2G9e^b%h7+Dz8hFmmlxakPO6D
z)sWydjbSnFUm%te(b4fUNpbYPM>yB*U>4?Vsa?s%XCKy{{Vs(VJ8Pvf0|+Urw1sww
zU#O7eXnc`Zna=|B>VrKJ^@)3v>kW|X$`O4ORHQzOYFl>6T=@;BMN5|Zee=QYN3<}N
z_b^8|>iqJ7({4n2-$|HhmPLWbKmhvu_-I$jCQ2tP-_XdkOq<^X!Xs|D()!DzOyk*v
z>zeLgVna+F=^=^yLwx%3{9pbCE{S}zqns!TU`$}Ij-sv7H)b0cMp%~B!7bU>ZjCG+
zQEz;rHHJ;hWyN_*Q{(&DLaHIG_bF>j?{)V4=fUsXuMJFv=InbDE!KGqQ;ee4conhc
z=U&Ce8!V{mcPg)$3K}F;*Hsu()<!Lwm~@}6ptaQH#Lt&>SZ6b;y&SKvpGT8fEgtYD
zJ#T`csd07E$(K+OWIV2<j&lF7@wLkqDgTwFN(A^r%Lw77n+rA6x$v3aiH_N}+UCqJ
zHNX>#%|2l#GS@X@hT-Zu!kPSN=P!g=If<EznaBOef}szT&bc}Mz2f{yPqgx1SyYO=
zgRS1NQ6ef*EWLDYF>hD(KnL1q@Qhh3Ac%4wsQFHACOw8Ubnhmxf*@ezhe7w6Np_V`
z#vDyP8^)}FMHp`&s&2pp{u|IIWf4C>aZ15*`8Oj*8PW^1q^YCkB0W=27-fi+l@WS|
zsG*5~1rGbs0E^6AZa#|<Dn#G{60Bxfqb_lr=3Wx;wFP5sT44K5H|@4bTtv@-MOzOK
zbr8hEF<qY3tQ3jvzI-XU@}~QGW#z>9U}3C=_)0*V(Af^btsKP-I(L@M{KXn5i2&-1
zpBSR%G(Ry%-(re<pA&}jq$ZV49+1VVtrs=;^~)dOogC1nD@UFt0C)aRe`x<hbjGQI
zf60~i!N3Ps!|`pRGNVt2!X-VbI-xubfI2BGdhQFgLcY%pi~;>6nG&xAgb@|bUy}AE
zBpkm|1aFg#K#Ho8z%|LkK;lE92S`A$GF85hmHRCnL1i*h4fH+AsYM-6)U@}f^2hmA
zWIg`Ty0bHo+}{&U?{6k07C)=w41Nv`Y9gtm)#95`6bJQpI4NQ=4s(|JM<ewCwl(FO
z37BrxD+Ud<j97QFsRhf_0V|0O=Wp14jIfdWFKd3NMPQn(D+-nlPe$e|WujdAY-V9V
zHM^Q68h!HGE^d71ctt+acV$uJKWgB=)u{iPtQCPRyNfyW#MIJ1sK)Xx6~CKlzNqon
zmY5+sF_hXIsA{MXS9<$}DIfI<AUmjEGFx^GOIk`)FGTGE!A6+aqCi2a#83u}S}h_h
z$7E4TE=bMECvhIq#3&_NS$pwh=1$9^zR^T$R=jPVWb%lhBj1XS^oj{WPLL=CNT^r)
z7M;sn;P)*$_-O{GMV84F_aW}|<-BP1%27urr*2fe?|L>M(;P$Th*x~Wue1nzyZ0&T
zfRj<{>L9sbv6XLQC|;L|*Gq<&eD_&gw-W0NjqJmgTt_K$w?t$FyR=tJMAkeUbh+GG
z12h~lfy4Oc%nP3<fvsitir0Jay%78_5%OL@{o7m+^%~%qFl6kohS`UdQwr@1n_{b7
zpr0f@Odzqv(@N*r?vJgC#UQPbN0FB7$n{UyQm0&{vS5(x{KR3p?BN6*HUrIk4zoa_
zg(8qaU&W$oam6545O7sv7)WtdkzmztX`R>GSo|_g&$d#oW@Mb|lc?ySM>I%G;ZK<k
zLQS5-wJjGgIb3Y1)(R$YH8p!(ymKBS6>N1$Vu6RL{%q8nZw<?|Tx2}rMyz?Csl+J<
z=WDE9B4fj|(dU5O&F+$AU<f{PCU8(mCPZjLx~V>%>X>hq9|5cvm0#v&`POJQbf-4%
zwHL=f5#ymV<o}Q6vR*&V!kl}MnDc>t3#to#<}(Nh1zGRSs<IdqrOfg~EpITakjzad
zaTA^Ogd+$w>_H?uRP3gb8bs63KD`T>_BW7Jb^>LuQr?@N9~e5b^f-O6ImR?kn^#EZ
z7Qg@pTX9bbQmJ9Oo#ZN;B6=g8H3LtjDw?z@DK?3sjb0*G(pj`>VFZ%%5X6aP85K6I
zfo!pZepR%XU&FH0>k0>Zf&~`|(i96M&vk|>#ou@OQ?RNOiwvsEtb{5Y$4`x5BY9+S
zI-(D3(<v2?1mVUEiV}usBxt9=+F#(-(BiOn|9b=6f>8cx%=pWl8yUQf;QfnmwSak&
z7&_NaIF*O_<$|Im$<NZBRR`6GYO*DY>qJ%ELIw)#nGyzTBR0gFBV&PT7S~yejNje#
z>sD}#Z==R6l|$+VLXbL;JaoTV4i&Lcz3gBTYs((d&b8t>F&UDxOT_))LCj5}aXR)s
zPgDc?K7QRjBPfwgO)~C@stQD2WBrv%d2J^VhrFsdB?sqKxN%xWzr>k>7p-i@a0xdK
z%y3o_1N4N>_6xl7de&4y-B{;Vu)@h85sfI|g{A-JQo}!pVC8C@(&=A_U`0QyY+C6#
zO0~IBTvfxDXNrM{!i>Mn3622F^LZzsu;*48UuLk7F%O^XKki)RP;{iM`HsjLYdCFx
zQ80&$Yw$c>={0)7Q}bRfe!KJS^;Li7v+rPXG)6+pE>Wg#`oTh1szQc{wC_3+7W!FF
z#VD(lO`ytIteYxUb`9eeHXHU`xGJ*3u^mmk8Bk6UPPfyP3P@60gW{7bZ=RLSCQVq?
ze1DI1c~TW;Kc3p@X3<s+o~uQL8S)j!R5_CciBr*N)IWMCyaIc4uP*$L0s;pL|5~j0
zua^<LbQpf-W<XGdOpEVv&KOj<luN|jVwBUofQwEsvOus|SK6FT<>Mwz_EOa5yHx=C
zF}?$fM&-!FEX{sJWZ<3z1zQ|hs*cTgTz;yIUCw;IGHnGcUt5;HQbg+K4Gn`yJz?Jg
zbr|Z$^5+m4w5Or;EzBLO`|Q+v&rpGtxH)@+S^kZozoS^5q93hWuldGeP|sHTZg1M1
z;ohmh=l)2A3c~ID=uZdkKSK3=-^9PflKV>Xn>D3$q?M8kE(6i?rF_T7F$J&6f!kG#
zc#9TcDJ|>HIsEzf;co72TGfwVXvXhQ6R3O;ofF1zww3~=!CU{+h?WpG%cJX=Yq56r
zIZ@L-)8(ya%MvMFGlV5|gfNK<QN6p`M2k(a(5-HGnlz!^jjAcayUfN~Ibe<7r@Vw(
z<!4eURch!~8syntu0+`T#JE*gm*FvMZ?m*HvrSABRA*PPsFSVU_~k=^?EAm0^FV^5
zVSwR$09?i<+AMtEn?WbfWX-syYk&~NWEb%RWs8pWg#M;vrlUd=BQoTXl&@MCy$JRO
zwaRZMuQByvH+tT<SBtKS*%{d|{Es(5RdP{cYGH2Y4Zaeo8ndgeB$J3APs9+gm^4^l
zilEGj6g$3Vlvs*i)0m+dE}Gpoc4IVwXk@X{eS3ihN{eo5;5s_R)jX6!_aZzhk1Bro
zPXDVP;aF9;mXxzjOW=NU55OSu_Vab)Hu*xUWv^E3yvcU+AI<%K_WyReePOSERQSI`
z;OJC7@=`R3SNt8`0l^ph)`BrM{9sdm_3?BP=}*5ScU68A71bv~Vw`Nu&$CQ39a%dJ
z`XszE4W1B&=JBb6-05TN4Y)H54x9F!+-XFtGCofZ`8Kt1Km@cnqoYXk0j-F<MsAGe
zE9-<=lo2LG`R)?D=_U<??)FLFCixmtS^1Us`v&dx@h5uyMd=nkjerpPZkdpa@T>Cw
zR0VbCv#M$Lg4acVl$;>H?Y{)C+g3b59(a%TPzWRZ&a;<y!aKOAVcf6A4Zl+Hg7?FA
z*bg%B%nDuL9y#J^_ggI}PT-50M%9(Qnr7+UA`~1q2a_9L7D;TJfH^e6!dcClEGFet
zmX#}u`4bgYkpLOvqXkN-m6wYv`g>1f&Kr#ntt;^X!fu2!<yp8mePWuo%W-e*V)wb7
zBeGgW^T~BcY<~rxp`4rvvGdHF<D_%Ms8R__QJ@d@=gQ3R$7Mg}@DNmQRA2FMGH=r8
z(am&(MsfH*;RQ3{VA-8(efIr2pEv#GMX419x@3216%0Qx)Tm#|fqeJ;q*vpp<a!CN
zyLDjj?BBtH1CtL<sJ1pOdYXdacSL3eTa#wzEX-Hzeu?Tjb;i}eY~JEHS%sEBwB0)6
zYGJ#EMyWUE;}ne-E?7=2aZ22K{%{KYNjmCN;Y>|pl;^}Kjk<I<J|7Rkfjm~Pv~=T-
z%&uS$Dx8`$R{O`Xk{@aAefoGbVW_@8i)&+tk}tMzum(ai*7Gt?o8cN<e!Gkn{4Pz-
z;`t+-o%-$>yfDF!ZRex#n{ep5dWU@skQ|viEknbjpWkn68xES_)MZs|fX2$#K@ef<
zb>BPqy>+wf9`6O$+a9RMkKtRmekjv?0REv%C<|ZPT66L{`xR`rPsAv!*ohw~ISTxJ
zB7A(xwqo2b?r*=iFXszhedwGU2Ad4;dEY6+ntV-$-A*zf-bA3$@Y0*w&scNS_IO(5
z1`DXPIzQkf@xA`$)@3??;Q=9RzH64U)v5b<(Q>tW2-zAcs)A3fCkzR2NW`QG?#-@M
z4!OQ=sH8XbhTnmwO+Kbb+4d)7a=-J4TdeuGbm(=qa6vSkLWhN2DhFpQzz0ob-GVzY
z^>?Mi;4*`qk@P3bm#0KCuf>7z%jE~>EaX67?ILfb*HUq<ApHM9u-Ubl@d)6I{*mPJ
z?<F})_^p^<sz&Flab6PmZhwV4tDoCtasRnA!=P5?7E1H}DdGRu*I5Td)vay+5k*B5
z98y6*hVDjbL5A*bq+6t=Md|MDlI~7HnxVUu?ii$FzCGY`j?X#g{r*K^_UygZ+G}0c
z{k!f1Y~uoQc2MqP<IhEKV6`iYuHV^ZDS&``lhDt;lrtntyRz_=teFv$kPY7{dmu-V
zmYd#bhA9pXP?KoU3yU7zio5D0M^dP(+k43_k6i-$EVnYq{9Xjhfq6l5==ro@+jlqq
zuq)v!6#l;Y1V3K|^fCiAOY8*HoU?kVTo2{9<U=cjz1Do`@QV0SlOWi4m4OmRXu?Iv
z1fcm#@2XA62(x1kr1`j9Ht)Gvw`>LAzk0uoKvoS0l7$6Rc&zvOs~UUzXLi|5E&#sz
z0>F3(`P^)Mz!$cw+MI4{VNqad?t?|ogPD%mUU2}VS?v7EhB!qLe$TkM&#HB{Y@i^3
zz$u@uf}0&}K0yGtb(dFcf)yiDNqM4vIn38|T4mrRaK>~1<No<Q;Fl?y?9U^E@Z-s)
z=hMoufoIta>qG$Z#!DU9=*?)`Gwp^C9<RR@1d<dKsdT%eZ_FlG0EL1SPnV95#HN!M
zMT(P`uTTiyc(FDQDC!l(W}eGV;Ejo=ij%uhV=a7BG5!hbquo50!$7R0AVuPbrx!63
zE9Rv~&Cjtmerd-+Jf}%(sfVp(4;VoluV}z!>m(}ew6OP0o_++hfU==#x5T4U^MY3T
zNA5J2s0IdZz?^^5e&gvXQouqOAlkE<AWd+}O6#Bj0*t&n>3N8>f95>qn%3qg+tNUT
z^3@qOxu_o~arb-6)T4)=(Up`?YG<mDua<VbieJ7jQ5YKGgA;*-QW+)zoq2(`<yrQy
z+W}HXLt4?e(uy*vu2Z<!82my%rNl7Duy~<BqY}V&v%Pd`I(NAU9iY5e(cKJoGW8z?
zlLNk}IX}p`oU3Kb3y>@|8|1(DwFt3Iux&x$I*mWFPoi(UyZqwUkS5hIn_G3geZckD
z5Aau$PYM&F>D7636I$fm?Z!h}uAJ+HN^eNVm&BG$mD`t=3k?8`Bs+t4b;QvBqUq@6
zmZ>J3^ZE2WS~XBF91|<|6T)<Xi4(3q<XReY+;iD#T`0bB_dv~;1I3n=ihNZ9^?~JC
zs!}a(ZRbxCd~@94-g($M<~q&GfKt(QcYyb#*rwTT<QB}C8`VxC6Xpk-8t0hh6qBU`
zKC44%uHA1}k078x&fh!|Qqkz5;3@0(aA{3)MMPD3`_kWBG<@x)i56{?bvA3!w$<B=
zvi)l%Mfb8i2?=A>7F(He4nvdiHCU(TJ)toa?h1XyK06m&c{(Kq*&xbDRlT6b3dn3l
zQekLYyJU7zrNlr93;qQGgUK@a2}W$X%)%OmjC7({5xC0NztZy?J!DZWn*${(&i>Ur
z;c#m-a}3=FMq2%N8*!AOOtM4okp@|;jWgfDjL^CJDNdU!L>g|+W@a-K$N26$Y}$qS
z`K2}I5CibE(`hOsVBUQr>s99-w}AP{cQb%V3;_JgL3E#-LLbXY;~`j#mYZ3OW(}?y
z7qF5G2m)a$ITbJ;XUDUhgL-osg^Xm?Hs+@{Sv^m`_!wR<0pL#Mzrme+eWLBaw|uoU
zpuQR-sZmke3fqmm354y}crv~59qc0kPJhl~XrPu!g5a@Vb_(hYxN|ZtC9CpX4iWXP
z?4x$>y05HgQ%6NQkcIG??!DY!&}>-DBbpl<ZgrnA2GH*Fc&-e}_=Xv@9jP>7qDt+j
zr+f6*KQ@W3TWY&_iFQ|f+-?6=*ids7EL>E7y-VpYb<qPt&^rq{VEtuZV%)?NM{xYv
z{-IF{i`{YJnc29xxdk1AcGK$hgVkjFb32BHeM3pfjqUPaQwC<;wouf5zF=QN-pkpk
zwM)a}L`UEkjBkG7{Q5yM$Ih=U?T<eT<Ku^?j9kYjd(S%G&!f`lE{F>wEV;d3GY%77
z-4u4gGU8CP1Z8=Qt$prB{a&`7)rYRTlFGqVp&SA+v~6)v5OuAK>aarD^UjhAc>|2N
zptnUv^uisS$SEWR2kZynQGJ){*S%c<qZ;X}3hAt?4;6(;WAv-y%L6k@8x%W>$wKgJ
zM$b*>HDdyMR(INo-I=*2tb;!+d^s7Tj^?mgYr+U4^8V@Zz<s8)OD{x29#o=GbCJyP
zYWAbMd<0~S17Om7>3JOC(t#9*hFri?0SKVt-0sCNp4)%PmCGb?SYWyE&OLF^T3+sh
zoaVM|VFJ^?Y~^(6nD0*vNW1($FrZb;sD`J341^9pJRV3~ZoM6V#$Rp14D$QH7pegW
zr}O~<<IfhK<Z|rNy(|GSP@2oRVZYB}i;TB!+F2k2%gA)u1Rja|U>)!l;x2>Od2jLC
zbdfcOb@^>3G<gl5hADobRq{#qQvGEJn&|$-Fsf9NU$xj`Ll7XWw$X1&A6DhLB16mc
z_6^R?R6wi|9~Ovs#+N%J?V;jxW^m-`CA8;Va5aYw>l07+TnUD!ryXBd(DBUgJkh4G
z-N%b!0>3@NlYA#cePMB8<@<0dioSRe?>Q(>5&Oa*NhbL<igIs&e)Gj{eSTe7LEHs2
zKiWChF-zU{x(t(<RnN$8#{%i7EQ(K0L|F&8U8&!Gd<AL@x|mek2EX0A1xapd|EwQ_
zTeqp~;?7F&jlHGAAZO{&0x^D<r*YvPWiox^M+T^B0&icFl3`oBaWQ(Kcock%%qu6$
z3v6F$zi)pU{fel9ESg3v+3dK(>kA~hHirGD?8FOL`JidC*EqAXRHdhe_n@v?Pt;rD
zW@cQ^XxxvHXsZEQ)LGYLHnKl#WTizLa21w>S0~7uK7Yg&kc85(a-p?S9_{#U#wL)-
zjO1)&5K#9|4`$a6R)H%a9x$y?h&VQ^d@t^E2J?X#F}mQm;Ex9N9^8Dv)b>4RIaP9p
zr1pVmZX1T1N_3`8o4?lC|A7z4YM<PjyWux}S3g=mR>+u=7Ym0gz4YQq{ty;za8F2*
zwoK0C1N5<}*ODyFk&(EHV%7-#D+Y3^J9hi*sBsHX<o%IdDoH3<Sz~dgVYEhbiYf1N
z7cnmA65bmX>fBY=k;fnKtZiza?3y+#TAQ8hLH;ILD5RL6?g-T8?V3K~elVrq4INjL
zUtG(T($6x<VT%4$yizvoVb{=pe$Na*Uc@xI&1=nTTk4FT==gNdmSw)Gdor@h>+z8d
z)iWwaqNcB8Di>7+zb63V|5K79-F6=xsWhz2<SVYq;|%8)Aw9zq+I1~VnKNKZMsdrq
zjR&JFS)4iDTz3a%0}zVw&0}x*qXzWm2RDVrzfFY~Uwj#zsqgB1Zu7pM)?OOX`{fkJ
z%e42ESGENxM2RkrWkzC3E=3CSX|?=bF-ueRqo5q>Ok3-1R#38MgQy~r2!^#}?dR8$
zb&@HgaUHLc4NT|N+)311@_$OIt>GJ)z9TqMjvOAzX3rouNSm`5QHWqa8Jc9|8-Anl
zyi!0|&63^P;#<8{(g3Ddj0Eu0%%7Esxbs9G`+DTCsOd{<CYKj=v725tMdh^5M{Dw4
zdhkAdbm+S`@snD~s|LxQuH@dRzRe=tnW5qgEC-J)pgiZj0WES$0cKCHurdJ`sgBf*
zINrtdA-bCoLC64QqBn^hSa_GLK%yhZeUsR-uYy<yqEdiKYfrw6_4R|Lf682pWXE}O
zENk?c<r(?Mc2k#RSfm=1jNYHNN!5ojzHh#le5D6BPCjM;#isO&45x2q>g+yMAbfTy
zK)*_^ro}oaT1}}OTTD`ecjTREWV#{oeG{BrNdvklro+-hg0jl8LvTQjsy-d0EgUan
zsu7PqH5D%`pmJOT3={7KOK4$<5k$U`gm0PDmSu?rZxp-eR2m<a>KTpy93LXl`_dqS
zOt!GyT^8Yg*y_^7%@^`ri-Y=rcAXTHs~2Dfyc}Voca&c?a>O~w7Q8!f3n)Ilk<B^o
z7fb7-|0y2nJ^h#IdrLb#YmiCd>Ao*O)%x?R80lH$nj9xx90#9hj!@Qo;Fa-9{j9Ko
zh*T%$6bp@I25dR?F1l1t1*igNcVdoC*H-s0!{Iq<3=H0?VD(kSyE;)u;vvw`MXjHD
zxP@9~F530M#U;tTt{G2++#jm9sT#Ayh+L3c(Ox#7pyW_o4xe&Xx*#`8*_JeUr)Z3Z
zh`(v%Z@3pFVPL`z7M<szH3M)9eK+hPwQRd|VSy_eo{G^7c}(&Ei)g=mQv&9LJOUxx
z`>HnO<Tz7>#>3XeiCf_*ojL<2U~!n*__hFB-X@2Eu8}y%e$f*-n}S|_yi_xM;HI$Q
z#TSm&?f?Hoxm!H6O$Fk3M$IgkL*LG4z@}J8*;<*i_$!7dd4$>c**h29`++!(GA|Pe
z^}s9f!&Xep7JT1jd<FW1pDON)3hEch<MgKk3ZUAmB30JmvZJgHVIY}Xe2&sOX*F{m
z-WaOY-e2^rM{1HZ(`8E1xJ!dCn<gmLg|ju#1VJMjqxqm6`S0i{&SO3LLk2}11xz$x
z%x_g7?N-IM;nxbMocDo3`ZpTdynB38vu$z7^6S`l)0D8ObXKl}Bg*p@6=gBCUo`C<
z1o!nTaBS{Ap+;@6w!zxJUMk%s#+M;d^~5f0&^wICPkC*hPP>ue^_=Q<X^ka;{ylGQ
zRFuwds^reU)kZS)Xw41$Ox|!xlxK7^kwO~KOQ;+Jues%Z)y`=pL!mB>IW;;KK2sI`
z>1>x|<<kJczU51H^>lxwSw>`X-2?-1mtu)MXAmDMSxA=fY9Z*fl{LR_);EzQ28=ag
z)1SXa{Z)jV-@;;Rlg3XAkF$$arCq_~F^Zi;kg*MM%7Ivcp7_@{ae<L+xuMG<XMwp$
z5h(AnS_oNA!h5L1^R(m*Lc6LZUZ75Bh#W#3g>{*63UP2MEX0=mFbO)+t@OwQtiChh
zXR?{TqX~ujs=IOz1hjb#NM#v6$#ns(8o>-{20nuW%Vt05idQUdLV)wgr+MU?!tPFh
z=K0My-b(3z%%cuG5a%;VrctBl)4UgPX-xZ>KY9jH*`h9h^?(ppBdS}bN3_K#(<DVf
zC$=D#ZNp^3GrFNZ{-xwdz1VjOlN@sHiW&uI8LsAgipD-@Fh$i5l#x;qwi;bdIbz?+
zbrDs1?XfR?b!ZpOteSdmCS*U;$SmNKoF2w#VcKfz2br}oP-DD$^|D44dZO}}9%u!Q
zW%<3f>V;okni}SrT1?$Sg4t%{FU#UN_VMVPpYXTY7}!*^_#6+}EUOJC)1Y+MjwDR_
zQcP<Y?m})+m0K`UJQCF?jy3%!@XA2sKir~i9OSqF9!yd0F_`!xsEs?%KsQP<qKD0s
zMm^=*zCy$~UU6mVmcMEwsv9*QQmnmkG?ur=nW8CCB#IVpUvN$YkQ#K@9f$b?=PjEi
zl&)PVen9DEc0B~dzC<7@DOSi~$AF0wttc9kV<ei5&)WA>Y*<(FkvcRe(sl)P!B>O-
zms~W~2rf0YbmHr5RQdWuJ3p0{*HP>q@-7dA#o>MydD*?JnPy3T;$S)Q?oxvZdAt%q
z4n_q`Pg$yc2*vWeA$>aGPMhkqu$i3ZT&@w1AmSTy+z06#|LL9G{NPVzI+$NDmIqMS
zqxBOyUL`b$QF5#HOXs46Z<ZOp#o8Pjr8*)_uOeSE3kZ$si7Y`Wh~hS6ZAa&0RCM=<
z%u~xt^WGDMMVPh?Xj2COYuXf6MwL~T#%Sx#ube4bU62=ZKJ|kq3Dmq5r&%V8V|Z?~
zT7^`1qS%T-oO1Tm21bJ)x{>MVnM~-r^6?G=6egBb?R#<C;F|t(j|5G}nGX~Opj?B)
z6l1@d%Wwp?3F3Vi2p+Alza5zLeOt6dnA)*0iUX^siHPh?{9dOqOGek=-EJEcxl3G^
z=<~mK4S~>jq~U+=rdA)81Fy{u)3>`wJxg8Iq)F&mPy4^&QrVoHMQ`9_)dh-{sI{|a
z73)cUIjEGROd>UJrswr3(9IL<OII0D$T--+iO@f_okF!~jf7-g83s*lTWBn;jrkuA
zzl%3gOC+u&k6IW0D*8fmxv2nC4dW1~r~*tTg+PkrqZ%z)>gp+U0XbvpIbrAfRJcYI
z%9HQJYO}lAsY8=mw)M0~tGm4-3!dDadM*&gFg;rsFkAh=w}-jYnuFEJx*Inpvq9uc
zlZXF70E2>kDB15<0I(CXKKq4G9TZS+N-+MI)Y%vy(=sF-5t4D4?5Qm52xN9L`i11M
z@H^RD#+cqha;V?g<z~Jqi+tjYWAMT^H`J0E7015Mu(<#9J9++?Qx6%=N`M508Ldf1
z(>C0KcLJ;8%$u9^agAH1#@F7r!=F|zmu)VZ#x3U_mqHtT!A+efy_es_K*}Cg-x>2;
zuo=LxT_>UPnKtIqKIEw(E0hpar`0u9j6*fs7mJ^DCsJ!vFwVMBsv(ElF$N#PeS8N|
zKZiQBmN`-y5Qjc?8KO`vS1(Kb`mPSgJ>g7&67e0!kZ!7H^bplE_J7((o!`t@|Fyz{
z=lFyCIt2pK@Iq+gBt~(Mxp7*sXNsZOlw`pYwpcYarg6@tvC1ePab#+7O?<MI-pU8r
z^QoIKkNS7d#rtTJ)8Db6vw2WCULxIDOh-Ji%O2xMQXLhPVKyRFY2NfLrb@p9BR9Xo
z*RhYxLk7|l+y{&4F-z-MAUy^@S!Sh0;zm|dRFW=Rjbf9vm|1QV(8A~c{AI;=9s@?N
z41;3LM(3-{hgF#IZ+S*1mcm%$Ue&!MDzc|9!JNQ>Ih&|nE<R(_sT$pVRLwo4!|WGw
za1+7s%-5jo?+TOKx7so>czXvVZ^?(Ktw<F|+>bXmlbkGJG;}LE_E#^N9Vuq!l){ID
zomX^9ajVK>DG@c)qS;u{4;9s2!V>5o*?pLlZ_h^=hO1E<(wCAZub@j8IOmj!g2BwT
z;mPZSmAcKcL5o^6+}vl6?x1XxMaUa#MEZA|wUo6L<S7`;$Vl*JMNp5>IHje7$QDg}
z?uMjfmpR&$%+Uy{SsvzNEp8IlrsK!Bgk`8V#`GR|XN^^o-k)HnQmDj{rR2jgNZ=9F
zAF;t>i;1a)ut3?tBUtLw3Kn7aAT=1+w;(&Wpl4&!JmCSb3;s*<^S`G0@AH5PSil6e
ztwiK;SuCr)hom-FW;M1j1$s0Q0nK7}w~MQr`m&%RzUsi)b0S5&x9OsgyJC)@2x}Gd
zELzxe5<R1*99^t+k~x*N0gnQ8y31(LqD4LQ;bA*V2Z1e4M(;MC1+WTD$e9%RNIk<Z
z?GCFbe_3`%-TXQeu8U*r&n{iF;+GNeAYbzfY!C(l^`P=GqAv`uw6y^FZSF&hMPCz&
zYV~&w#BFyTBQ_>~7k}x6dQ<&9SbslBz2Fju->)btP_2j|)(QDp8~ENwG!lATpLU{5
zuLcR~LGw6)zQ($b@_q#6djdMx#a`Wcd5W00ozi`Ic|rz2bW=;6j{$}M(}{K^v9T$k
zY-ZJ>Jyb>guA^`Ci%@G^ZPA(xP?)p?8}&*0_QW^^-9+M9A93K1Y;UwHA5_V+7Hfjk
z_Aip}hfg)BD>P7furM6eLc)=(ceI9Z#{H6FH^OGd519c&{(BkJtS}oIl`dm{OcFwI
zaI8<iF0vt;`<n^9*^(~DA|4z8VoCbDz>mrI;otR8@_r9hd*mT4#v^;8?hpfH0_|;x
zD|0wTWoUl5%8Khxob?}DInUO^p7!PW3#$f+tOBrI`D?~UwmcuqF%=RFV^z`W1~q4-
zRR=^Yp5}&*Nm#EqT6MYSZ*b&CIE`6vRtD4cxzUMN1Tk)ut*BHd`dA+BXX#jz!fMNw
zE0P(9jxx)VECfxP51)d>P-W7)ig!-O($)^QAf~5wC$a%@%63F!0p=V@7{Jwc{dF5s
z;P>NyY@ek4xU~oJ^K(sHm{^E}{IlPr*g15MnDuk_j)s|rPktMD;p%JlA(NFH%Vsrg
zRiY!0xca3InlQVGZ!aq|O=zn$5_<*}c1Bp%V}50%_JQC6r-WK6ZH&~{c2kdXF8Y3~
z#=gND*?~4Le<-3;W)dIY4F9U!m{OB7FiAcpPc=>9t2P;4Ry)JKiCc{~_RT)s>m*bB
zGc1&Wu{6toJwRnx7+5~NZzfG(g%PsJmwyz`Qljtu=Q8>(n9*5GF!>9Tq-qPf^++Ul
zp09Y(OA9w7_D~u;Supik-zvM8Pc&J5aj9zVK5ayWiu^qV4Wzua>p~2<Z_i`yO^b`;
z=vMLzf)rbo>8P@YKZ*8Nibv1g+o!EJ+4j=rEsdz`$)Ajtn3)VHgg+FJCo0OyjNa;s
z7iJz~X?F2^kifWuDzFr+AO&vgOHLIuu*%nerLXO+xM?AC%I1F|{Y@|}nyV@=I)>)M
z#M^(r@NPMi*t0Ia;>#gTf|wVFwO91Dr)~89tnBOyM{5*@198<rWL9=|bjz0u>1jJ3
zJ>KdCLg&D(f-dL1LLgpx%4UsTrOL$)FzNu`s$+M*^gH^DMUPHBvImc?)@|P31ZCM0
zyAKh&W6#eBE*gOw)pp<)TJexkit|#u*`8XJx!py$L9Y^n`tj`d5bhHootf(-QSag?
z-w2W|?f%Q58E$5_CEV;quUTgbKp@h6$*-=8D2nQ~mv^f1`~4ANd4QW~LdCo_w&B3*
zHirGR=N94l%eV7uwgj(k&vMVg1RUmWG<#u-OT%|wjZ5Ebt%e2R+Air+ZnB-E=L*4l
zowJ8;NgH?g%gp_Hj{<HDUjPKzzM1#+C27|g4N@at`J9$4;R1p{Wbm=)5_&wNo2{$s
z4uH8e!(i$o*QclWmJJU5$Z)%nCvaZt<<Mg=kSNW5)bW58qNVy8fD3_O=Vc(2x?!Wk
zh6~5!0U|kVIaZ?|<di&-tS(Egy4@9DiC=ti#v_a6y1VYmaM_P*X3G1*7Li)jcsy;;
z6Ujqgce)B>!86)zx-Og@A4ItWv8Bi3Glm#LCSP683s`vPnsOTv(BJM1kyBUELjA8`
zuYh^@)WF_VyStmKO_*Kv?D<1blG`*0!S%`N50v^4GH?7gCQ~%|mJr4yjp|w7C=1`l
zl57{RQ(Q@bJNLlpLx9=6kf|Lz6$HUQ-noeUj<@vo5>x2Th2XNoW#&SveZy{w*h0Xf
z8&dJ?!4e2A6WQVeJ_cRbZCIO=pb4fOgA||4KttYk8qQQCnrfe^n9|pA&g7!H2q!x|
z$t&3v#PSbOYs*?S<S{VolJEYhN#D{EouPKDGxo3tf0Cj_i}_9Bda%VQ@$qr3&gK;$
zo<9R3>^fyX914B+TdKa=t!@?(JelRX7*k#-N*v_cjh(u&N@Fb(tw@_=oaSShz8BYQ
z>x1I~Qt?n*U4uildj9wWkZ%Y8IRlsHU-fr7fuL3YUMb@AS{qzw3cN^zI7UtrSjw<l
zOV;>AP0VQcj@=oa4mG>(jF@AYuK|FPtIJ|6r9YwLud|-;sdDWbobhXU-|oLLN7xE_
z05nb-;af5^c40Df!*yQ*hGHnn9=+Dk<fMdP{Wf!6z!<sIv$ul9%}t)Z@d@fN&CTAv
z_VXtCxR8!LW`AEC2Cb>mE~zCUTSfg#O0ZgkzSkx0Ep#kcn@D1-4<ykFE<4V5fpGl9
zxb!;AB?ZmK-;<^X;U`d|K0w>1CK>y52XHxSa%=U%`0rlWt7altLzsk$=gsj>NI}cr
zH$7)505cr0-oWW@S9rcT8faY62!k^IIEo9)<O6N%hrov{GJ{=?c7~_R%+8i|d#A$<
zd9<+IvcBjVu6SsD?~74$Z|QU`?j@RHl{Z4|+&T@*?-Zh2ZPMSLtmxLSgbS$V`g~c4
zik@fp;7H6XFA*_UY1fz*jtVt?U<NP_X23qe=6R<(nqg<S2*HSJTkUF${$N#DjE-`h
z_}8P#U(?YF1BPsEUJH2RFgv7j-M;iy4#yCgs{8dZO3TVZVZ&7<K0q{@n)-~E`hL+-
zqt~Ou)yB8L4Q{aL^s;B#Ty<_*tES;G0PUuZkKLzX+u26&+ix6lii_vqm`i@^(KCc5
zX61bLd{-xD1Mov_LDrT1xqP)+v|G#=BPxRsZu|9mE#=}2$UX<i;`2l8d792v_r|mN
zO1?7|&`#xAjelOb@FzsV(;Fr8^1dJCO;)1=?v8srC;g6RD_+`Xut-h&dHejrb0FU~
z%O*Mbq?3!t(u^iXtfji2uj&DfAHtlpmXKO~Sl{AD@q+ckyA*hXTL(VeX|IfCH<Tvv
zIEo5bwVtR?9_je7_lb`h5SxWPx~ZLhQ{{3l?<`fn)5`Fo9uA<BF=G5c#v|Y;^a4c`
ze#WztAnmK3$YZvd_H?>Ffz3&eBYbv{Ed2V3P#8{FVMzoyP)sm~+sYSOq2Zj7x0l&5
z5CH+F@h{d732KBHzoyz`u{jeWobdHd!ypq!$&nT~G|6MSo1z@p%VxksS4+CY_sm{<
zfNF>>^ttGpdiY?pn3Fnr!m_KJ-DvrX`0b6=v7h>)UFF*yd`BpxsW@bLwV<g|NC4T(
zz{fiVLCt=}vLulw25d~l_NR*~NTwM0L%Xtz3RPZq1kKT6nsZmqk^SlgBiSr<ot?bw
z>*;%h3)e?Kg_E0gcg@(?T2^9`<ftviKg&&iP0I$N(t)X+r)cJ5$&*@+YC1P91i+Ez
zFF|aqql*3o8ntd)I(N_Frd{MXadeJurGV@gN0$^9yr=JW28t5+1-0ST1A%j4GcD#k
zE>A&?zhE<(<~qO4P7gmI)AT0#GS9lN(gEm)V6y1Rq|Lb^bGGmnJx)-N#Sj|Id8VTW
zyse7qR3rp}fc6m|2=A?{8SESu{CiA!>4dls^Q1fPCb68vA=}xp#c136@2PjB0zE!n
zJ-h_g`VV91@JYbAq<R0RbIE0KOu}=X)A;2#&1f5wNL2w~i#Km{MO}b`ZLa;v3qD^}
z1>&vQpmqISpttm|;VKBn(q@5sZK8awq0X?+8)(G=Tgl&ZfA=5Zf*D<oDHQ2(=zQ+S
z9P&m3am|K(9XJ2ijFV;<)W8cID>)3s+2;&Bbv_=kxz7S^N;-G-fGF2*^yA#uHFy2i
z0fTQK;iTUScMf{Z_1hH$ih>d##}w)K?;G6bFCChl59sJ2(^O<71-8AO-JaP3AF`-N
zF}mt9^~FtVxFL6FbTDK>KIXg!WRj~q7x(t|jBrZ@)CIa>`5lSeJicDlrxu&|A@T+r
z?bNKQI+@%akoc+W81FID&$tz%{-S`%^M24!wL7vq9!Oj$j*qcqUZfVMOHyJQI)Z>4
z;}i8OTxg*8<!u1(M~@1%)a@ORcUV)N!#xq^XeY=|U_s?F`ZDR)qaktlerKn)o1+d8
zwas^WEvmUzNs+!3!nL1zmz?)>u)N%`xz1&3({2m@;$)A-dU^0JdhF?$-Z2qls&tmN
zt;?OCKo!qNpgjxG<rW{1v|jCU7T*W)zGX3|EWdr?O{gcDv0LWh+2TC<NYeW;{bgeA
z${Wh_r(3>-eJ;pT4p}1cAiw^d(&V1KuC(=fm%A{PQ4g8xuBH_<PZ({^-L#b*Uya9}
zC^`Lay0nH$KW2QjE`snxV!xPR8h40ukzL3F?d8ON5$?u4c_f;DmiMLijY>w4XtYPD
zCTdTgXIp7kLiaBG<dq$X>S1ddjwq^ocG#13*fRpm-h_{vV`&M~OGhZca@qbH#7U=H
z(4~X_*2xM$#Bd$ur1+}ZA0;Rs&SXd^QlLGNwjQ7M-7wEM#@fn}w57D-JHZhaayfkt
z<R3wuV0&LzTG8XywTJC-*pRlV38Q<M(2Djs0m^fGQcu~2Rb4Nc7XbrB$U~)y4|vrZ
z+Y59!-+wUA$o;s~-bQ6*#Y@;pM=(>9BBG=DvH^RlAdP6BE4)FtG;=n(VZl*0$n@j`
zt}9NnmYnEzqCj(>FfO8q$LZnCkt7(%vHNF2mmjAz1?n);t%(X8vJ^Lh!AGUBg(Aq&
z_gNf4PBa0pBQ|Ql8|Z^zX8ZBdUv1|Zf5rGkLslhBaznor`N<LxJypco{PCp4_Prbl
zo@u|JDYLpbND|4koaCo?EQ-|fue&Jaem^PH{Qd6^tTQ$Z)LXqfs5IViN{HSax{_$9
zyW>OJB89mPaXM(5FN_~o*K7g1#vCy!W+a#R`GJ#BH29)lKta(N-xiTOLXDIj&2fpw
zZAoG9SCVm6D0~6Zh5kameK2}37@>~kpZXmPwL$3bl)LQ6@R@`*7k{gg7g%|uJWQ5P
z<2gEzin`Lz-OTybjhCMtdSdl}gLPFq^)Z;)I1<~vq<dqdzCD-gnP*i^jW-z%uTcT2
zgUH=*T0`OcGVGN$7GR46h?6OODPVq}jjV>2Ft9r38XyBTLkSAWo_Hw?c}xcBWX*ns
zGHaGtkVz@WrbbfS!sHFkFY5d*K{=7g({e|6TajK^EXL{s)xAY%0pT(=pJ4H?1r4VS
zXe?icO_i=Zs*NKVwaE=YMp5W|UK6r8p21OC4}iD-_X9=w2^=~B;P+gUERNM)w5$7F
zl|Fs6Y+<(VyCu^mfrY}!&vNhHR~32{z7tJP_@Sb}M={ndq1;62twXx{GYdH>etsNt
zO^uxXm?z_jxWE+1KLb_LE^u_B!b^Y`6K|^vyuF@j3?ZvfNwRVoSbtn~{FBGOyBNR$
zQ}9B1jgUs-djmZ4wLb^;i0VI_gUiw*?|kV~>|Ni4wgvm<WG6G2uq5z!kR-K*e;nW2
zqzPk)XI&PK>D1nEVJHhiHE8-&Oe{G8<H$j^Ap8p`DE<Ug8o&7`3nU&HbMnxc1)+od
zqc~hFl9DbDZ3LC<DQYbi3e=;a$a1?+t)VXy1FE2>cF$Su?j|0eCQ?tU!-hIJS?V^l
zF3~u9Fv8EsHH>teCc&vesmTBF^fJa<5mi0WAJ6$1tisI;=Y&~v74l8R1m=T8W0BRA
zLXA=Y4`(dY(I6tH#jegB$99HJJX;rge*1jKOOpYnCIY$JO;5Q&5c`1p5y39u!PW2!
zxm80$B-0zM19p>6^yirxH|JkNl)TWF@!BO@;cd?O!?9|KqL-}52GQqIrUXdD_roHV
zIfcG-IT{uj42EBZ4YrbozCLT48&Y_{1_(~muBFc{*|<nRUWSsM@#Llvs#DN-5ejba
zy+K|H?Iqp%c7NZ-k7QKlO!bM-_~&h`%OrBeuc?BpQiVr_=qafm=hC9~1U1}i=4c!E
zE8d&6gTJlqBz%cOz@AoJj7L=IMp*+&3~mt<Vn7xDo4G*jqG95}YY&~#e?Jg$L1XbR
zR7!pU?XQJr0>qEC7Y3J9P3arzRnVk!UqzG^ed_Jj<xB0hC=-4f$E*w?EQtIBM9787
zPZ%m1yeAE`bW>X7u%k28s*)P@xmqaC6yEh)(^aH2E?tk{h>mNIA7w`+$fb8w?5_;S
zdF`=3`Ezy9)i#Le`*4uBor@@?ZP%RekrLLGaGs;Zs|Qs<$srF(U?b0Q>nt1Np8USX
z-}+3CBT9l3ATs?ikYJ3$lUu)~!br*{3<>`}b9G-h)_2VpdK5Y4sI>~vLr>FQRy4cb
z{i(as`emZ7R<uZv^i|vV8Y^SGPI~DqCu=&T3bpncBuUK{<T2z?;t)z{=vJtl3SByx
zj#8!X@(*D(>>x_Ax+WFSgGTTcBg*jWdXWXT6SWXeMFy0pN|Z8bg}*`9n@x?^eMDMt
z7sJ!uzkePiFBtpHU(_7jq!$g5PJ>#Cn*>(S>zSR(Wj|dI&AHeiF`L)xiMhA=tZ4fK
zRXRC;kUK5(iB$Y|(bBg_57_KKO5vFCD{E`|x4mME6o|do6JyRj=|tJ26SVy@S~MNo
zf1%WMK?Or>q*DtU)G^>jONTO2EaVa(4lF&XuRLzY!AIBhe}W8uq;gV&bhw+-Nu40L
zvB_dN*D82gWmE;va01vy<oif)1K7&(7B^bj`}4L;MScm{gBJ5J1{HulDLjM>7$_Oc
zjqRDi;Q@vQ9q$fRXmedzM2_?8GP><F{7G{}?x)K*#w#eZ_exoR9v8Qm_^jl3rQnY(
z@V=DXiMd$?c!2A&>#GIN9qLi~1zaq-AN*GR5rs1VpzvRGDUc5KJJL;o1}s6+oG+QF
zPg#&zp0id-g<q;NLv<X^4s5<k<zKl4X5N>>b}@`#2HLogiK5WhX2w^iL|%A<%;dCe
zihe{mhhhh?5*K9|PM7PsC>Gk$pl#Vg9$kOq=$WMv3D>Kgaki3`$?pP75HdW8=;ayh
zy5Go6{ZIFCuZK5G{!gExdAUV3dm>`$O_#yLxI}S9n=}$uT=oZ*yN2Gj%vk}AvOa!J
zb_AL=X-33ATfwW$Nes|oVIF>%I$JZ<qiivrz+!qON6~l%s&L5l3}Hm+hvm}Fy|X${
z>UZp(U&i#-`1TXwJ{WKf_4AP0m^UoiQ1pU@?2(n>5`2l<ni7Wp%K1b@uKhCw&$r}J
zBpBu_^e)>_^vUT<i|)s{e&|`kk(&>2AU)qbEWR>dSwfr4tStSjJu)*Hj4M!hfi78n
z&uL<)I@9sJH`K;Sb1Y)<y^L@&tuXh9$%s3<gG(=*yR%GL9}#5M!ZegO=*L}e><Tv&
z=L0>t_g$SCIKWsOeES>A0IuLq=h6+4JSv8z{oGjAQqCnS!j?#KQ8;h8xe|-fAU#hg
z(ld4t*YFcsUUS~VR6B7Y@iMjA@H0pzN?&jBLv`p*nsR_ZzQAYJ2KwC$s?^s9YEq4+
z9tlBoHYeSEh2OGVb@LT(@k7MNSi@}5flK-I7_pGNZ2mWFA723$VB**aXRn%Jv<sZE
zE#gR^)2K98i#?^{$$wK_2@#}+#VPdbnNu_nrg28V)g$eNco=~F+Xmm9wA{|iARSE}
ztaIL@XtLthvY$;3KC>1j(@}tJMO(M+&c@U-@qT~f+bUs$UcZOc@BTS-hzWk;L`YFl
z{cCBC4UR&KArWg#KMn<HJE#R`ew1Kh4R?Y7xyo3v?PRD=EIwPPv8MYAM+#;$OQoI_
ze72S&^ew1;=|$UCMHuCESNk(z)R!*sa}H6c8NbP}!Yt(>qwurk6Rga)41C;()xqrc
za>xM3Tw3|1*?(LRc>C!0RVM;DeYGUa&oc+9veM5nk24S0(&?@H8hi_&v~8lEktp^X
z!|G)+j7n<;UulcH6inwy(g$}F!g}ngRP4;CeP<A_($I(tM1lJt%dL6;NA};}4Pe~x
zDyNX_W=N><4@9t@AH}epG_q@fj#M&nyp?%z(JJVh9OfokYo2?@ZPk#{ONA<`oGi1*
z)2l-V6bfa?`2=!}sKcJox!uiMBZ~+a%}TDVNyRXzlX|oLrEf<%LtVk&1o^jR@jEsL
zA9PIqk1zelfCv}X32&&M6BZkd&6D(<&HP+yPG5q8oTVL4{b7YlSmgp}`AROLNdvl&
zTq&RmGA~VySbR%fogaKoAE41`l4_4W_56kHG?0P^9uKPblCaI(^t0h8FX;8tqAps*
zn(p*aD6$or%%@$OY{|67?hR_2NBz@B(q=@^_J|&{zMW8?lzQ0a#=n*CB5|IJS$w$j
z!h*K@QX`PQ_P%*;|DZnbx+eymh~501(H5dl;{VMINuwcM48+|==3T$1DRVZ0JiHNl
z<K{siAdLvni4O0gUuU>>=O4~H0=53`NoU($3ulX8`6|ECA|mKs!QUGKV)yPlAi@fW
zxf_!&*Gh6*TT<4v+B}|lQjP7Ha|qTBzs<h;>uJb;1=$r%G_O<%69Qc?0hH!z3j0c^
z^lsgl($#{K^ArG(a00XlqC-|GSMa1&rv+yb-%aeD%O^za-8M=m(QBQ{b)aV+axsJB
zN|YBMVIOzki}!QvbtJs!c3AErHVnJ4fZQ~hxsAh<N6<OJz$qRCF;VGg$AzmXxR=sB
z=aJ5>#jS)vBu3T&3#5nKxlk-UiMmjS1#L_)O%BOab$I8RWXunzQ<==NJl^Yd_3}h{
zsnNFR5(!&+v>h~0EY0M8SN>~Xchxl#@bb|y_rQ#cs8f@*!XBNb-ONr1#!yJnHSErX
zbPnw-5Utf*vkTqR_;{H3bq&6#3_sk`PM&MZxJ}O^xlPXl=$+~6av%=xWZGu?zti)S
zSkq~g3hGzJeYmKYcM;<5-mp3s*3ab(BH(<rp4D&(Yh`@gxmzQ7K{?sK@s)sIu(+X)
za+~qTg44x!pf3*44v^z8kYr^X(Xi_e9eH;Z9Ky<03FHyhEm0cda76j8_PbhKUpg#5
zy0Jo<J%IxDx^8t#I<j;S32n3J`}!RjM9)^oy+*|yRHJ`kFYGn9*o!mR>C!J|5!X@m
zcl(vc&#Qn1#R=$I0@DV1?f_m+vHRPVkUui&rrOy%Lx>=P0Wk%>^7^(wuMotZs*8b#
z5Y3(sJnKAQ)wG8g*o|<OuS+mWe>aC-3GlRzkH!5b+v=({R(kR)A;)A&_iq^&x`P1L
zUU!Z>p?XUgiJ`og7$haG8frNatKE*X%&|=USc{3Hxp11?fY?4%RUf&5Ej$w%wIh#B
zL0zOFlf_i#``QX+lu7lOF4?yhT}igEP2%vHvhMh`?{w1k9NDP7`T5${K#BhrfQ0P>
zy;@;>#m#E~Lgsot;*7T7Gzj$aTyUBp0YVd__b%41F4m@%>0|h|6|T<597_9cB<rMr
zNY0|!Tb=5Rj3{qt*Lt2K<&e8>OImu~bzr-G?`&N&K<E4Y>mL^sd*vrmWxf+D5k5yL
zKt~sNz)fzYelO4q(e<FcdIhGKKR)2-G@mUQokEj;gCBP>0JLP{D|nJkf1?#3Gy*dd
zUR~^Jx|UQ$z?=zBci@fXah?a5w5yE)>89i9`sSKzd|*EEDBielf0d;Jz{8^W`#FFt
zn@o$?t=Zv17-TaRKJ2Wch`ych<4WlTs~HEt19Jx&0l8mjqaVK`V?y)}bn{D3hTHly
z^ZuFzfSIc4yah7c6cuW#pyhSh??9WkL&0Co?q?U?Pb51$9BQXZ%+H#YGDm)JmZu2C
zB|_W%MUO-u%}gQ@S7SPxnEixop5rG3E=#e^u*YarHUv7Iwzh~weG(H;WhxY*#*;l-
zuiJ?cQjauH8%Ry|+FbXD7<5H0fZ9Qe&D^H4N$z+BE3B<3<6sOWI|uGe6t~p1wmjHz
z>Z^1|4B(3$gZf?0Z0+W{9$571IQ@CY`7KU!fAb}dg~_U(pb_NR?Vhykdx2#vsxBW1
zxs$y^iKX4r7i=?=@-Kl=ckZ48y^M_J>N<MjpFFVx+Wi7SqDn<-)kot=hQ?~uKtoqW
zxz`-HCgu#S-{jeW^KwB>!}4`M7m;mM>vSdlM4=gJdW-r|KJAp#DKJYmR=hOL5skF|
z>~Mp)v47=&0c$VXHyOT`5H%zv#{@4ZE-q9_1q}g<#SL=;Ns`#5)vVjBL<WeLy+(U6
zjavrgFa35POBB&Y6R@RDLx|wDg+XwUi+-*>___Cm?>f-(t1$m!kZOB9;}``AKG#lD
zbpDe_UG20&8yGud6SL1DL(6ma#;<TCW&Zw)5WrhR2imIw1c@Jo_Vus{{A_(eOQqps
zJ7C5Fi*wUTl~1$vxgF5r3em-uj7Z)qjKo{x!*!`3>*3F}0p2z5DVx<o)$+8;$_AIS
z%?qNBs}&=~?mxY%O-;p&QjS!s!8X!dS9Q2rAIon8>Qreq00Hv+)MqsnCPu89A6rNl
zKwHoML_2*54=+3o&mB|yt+9MWYCf1v|88060%SDt2kr7(r1+N%Rv{{_tFfnYP+BMP
zs1F--@q0y05m=m6S(tfLpX+zZ5-L?z>rxhMP6AasUEVi~)ANQYTd*)R{W_L*13KPX
z_OlIz0lN9GBujTIpkHl4*W3xT39$JjB{j~Z1%U=v_1nV{$MCj~RT?zbWwdfrR0@c+
zr!s?T(HX=v*{yZxhx1$y153jzwo3C?hNqLIGcTOF-ZQIPdI3W14?w8pz7c8%)SJwY
z>W+f0E>50vSa$&+3HNdA6?HD@BG#E_r3kQ(@qH)>)Jb7H1u;Jb+0)7=O;C(VsU%fU
zo1XYu4~GE9<WI?WZlr&Kh^ZGkNZ%<|%jn%V!f|w={C%)|a&&()G4CXTO4DZX(APNH
zFXG)wrnMfOaD6?$m;IvPlDOhsvrAqZyt0I|*@nD(CErqkw!82w&OYm8w75@k+S0CH
z{L(Lq))e@lzs#u+HUT1G4lzFeRnC4(n@ci}8RJ><i-lpRzx0a4@yk#p&%r(#))Ge-
zL?x9`6I&#=vzPUJ--027eYHP!vf}K!IZ91ZsQJ0i@I!;D{^Mv(SJWz0-zUm4Yp*D5
zv?k>SSb>iWy?H4Cn$mBi{r2olP8U$gN`5#sS}~gm$<lSoQ@!{4U}sQ)N`~C#qIFAC
z@%~iR@KJNt(+=Y9FV{I(apOD5Ys0*y1fx#AkF8%X3w;hFRs8%VtQiKsw;Hf1L>phD
zA)=RP4!0g5@_*cqxTylS0i9{T_pJZ?;$-QRuS988*)rSXpH+!xe~pLEnw4_uZMd&w
zym6UIAe+e9wCF%Jrdh}16Qxd<(F*d#wF>piP6hRm@4dgDJ}B`a*XUf?O3ENB7fV#Y
zoUb*Rgr8(hA1eo~!PVLsjQD)h8!Yh6|NeaJVp;OEjpt`iBi>EjGl|FQ!3|E@Futs~
zA10N?!;ga}>nBMvtto5FpzOIiCc(^KULK&(LrzdNl`!VFxNoByhl*wG<Oe*%zs7!#
zoqvAY%&1u9^oJi59Kh9%r;oSeoj#jykI;H8;;eHVvWVWV`?8y_R~3pDjWfnM;h4Gh
zcr1`+Zlfbso8()fTtP38Yx38-f8Ma);KT2cVxK2_9~VnBOJ0m~nD9-ZBiPI6QRYvJ
zDrB0L*C?5`>fw~EEpeND?~QVo?5n$1j>^cgenw&E3q-sZo!~$W3f_PGy?-{Fj7Tz#
z^mEUI2@i!CE^o)Q8<s!y%8rCqQFog-3tC6{C+H6Nw##kM<%(?7HHXdmqmym6kiU+m
zy%#i=>rETp?v_8oBRBc?7X5Z+{qydqv@_>IGxF4BmRX)peRWh=MXi$zZDoIvUGGdj
zm3{ZDKt)L)HnHoiQ=6YyxVUiXJo3m1$J{f=HE96FUeh>{2od;Q-TZ&grl5>=Jb74+
zaj1e-Qe7BrTYh+6Y^cYms4!MMCW<k2PA8I=k+8LHj*zLOrvz*D=K;EBg11##ztyS#
zb>XDq(5-a-9*h2g_xbHk<OycM-2y@h0wgEo5M!j5So+JEeCAYRB7^REByEyecg}=9
zNI&?$r+cY{-G?~g!hWcY)M_<msD~~X+vITt<HlV(31PVnLJpJRM1{A*&PDvU7uE-V
ZAYJD~!ngBm8+e3&i9)0Viv-?%{(r6l%FF-&
literal 0
HcmV?d00001
diff --git a/log/zPythonScripteTest/err_n_plots/IterPlot__Rho_Rho__fwi_FWISO_iterate_m_allshots_5_6.png b/log/zPythonScripteTest/err_n_plots/IterPlot__Rho_Rho__fwi_FWISO_iterate_m_allshots_5_6.png
new file mode 100644
index 0000000000000000000000000000000000000000..279158f0956c201c2acdb26fa758a4c59ffebdd3
GIT binary patch
literal 34167
zcma&ObzGEfv^8uYlF}f}z|fu25<_>x5Yi3O(jZ7mm$Y=(kV7in-60Lq-SrOYbIy6r
zdB5|1zaRX=z<pn_ueJADYhMH_$cdvM;v+tJ@&rXvLR9I=lV=*R@9(dk!G7|cB{}EG
zlg|Q@qCzSkQ}$BLQ;1Zn&(&2^iCF``L`V9QAy7d5naRnz^I5w=FBm_Ce1!Yam;EfH
zn;th1cf9BYoN);H8O9;N@2O}21>OszR|rpiUtmPP+sGK(+E+gFdYiq~G`X+aP*^0V
zUZ3`G;PFdY$9<}_P^WsR@NT@a(bQx?B1M8;|Klv;n+(okp6-PM$F|I2{Yo#>+GtcA
zr}H;D6K{B0ZV<H6VhkC3dVq;wjFh_4ZDLI;uDJcE_jDDnCFJ%?U^96)r2xnz4D`_v
z{*=1s_~jSYp0OQH&4S*kjuU(RTG0AA`}*2o<lJfusfOeSHc2uH3=oDkl6_VIAD?n<
z^b=hwfH3SSpI<&Fd-B9b*v}UY_Q;GM?_NE5@@+V_zWyoEuqx)#QSHw0@pF;%)RJ&y
zGAaZ3@{-6Q)YZ|#!4~33u;d`8sMF87Ae8^*N$*KtJb9vECPg!ILh()+9vEq0B06qP
z7DI(vQ19Xz6^9doygObCtapi!`lhZj&{R0a4`CJzZBR_ubDmI$ZdF4=hiw}*JKn3O
zPo7}mBm2X~jEM5`zYaYnb;?W^l!2hcY(Elj<~o(_Bm=6LZ2J5u)pTwmYNcPz*IGgg
zTB4Au-RyzzzYH}S7~d1f-idT+(jjr6*sZRpA0`h7>oE}E!=4b^tc=?T+}@RzV-4L{
zqqm|PC6glWD-9jYL4<lZtekE@7U*Mz67$3U-@{c_3^O71-|<+{gr}+uLQXWpJ0e18
zgcPgKlu~>qgw93Q$$=IUQeNTfbQ|c^kL|lqL8fOcE^}D68it!1CVoifq)wo(P?9<W
zgZ{tQ<nMMC<cqNlD+3j^k_ON?V#&9@SQM`!h2@{(WA~13-(oEZGcB??Ps$?Hl$hPt
z_qMPL0q1(joHFRnflQKxm`kHzr6{3JhUm`f$WQ$C72lu2wnD*-8SQ`Wh^$tyE3h-R
zOyrZc9CxA9bckYbm4*Y}R#6noS4l$(n=Y#63`JcfL@J4;f>G7$q?E`2cFIu486EPm
zY3D)1ymgS=1!B{n#n(1qrsb*S|9fVVbSz9|LQ=`&Jl3cdFMX%zLtbn=YgW`0<zQC=
z+l)Cl>u#xF_o&g*3QcoZV;W_=ic<jv?tWm4nhR>WLA8)c=;OQpT)bta$%a7~W<7&Y
zCbjed7Fz!VTGFm=KKzp>k+=eOmpQVs3|1MNu1-!IurJS>)7$B;8Uk*E!)(ch-Im2t
z&+F52HT$mAh`a5{z@T3{n}jzVW2k+NBNNXa&lXlJbqGE|GVE)zWbSl7`t|+M{0`fG
zvW}jf`!36k=iRQM+iCvJ_DeN{$LLnT;u}h~ANHRt)5qiB;NW7nx?1vcA}Q9!4M0cd
z;N)CjGn}j(V!XYt&Wm`%U%Z14=8s14FQ8^{1p?HqW2O<uf-sU-k@<8*Tj^!MfcqG#
zAI+ETn9nMm_~iGSD@2o`c)EWQo|+eO()-ph3q>)Wyxrq;RD8CKESKWuIYa2jO_O**
zTQ0?Cmq;Z<Ji7hMy>{j1=j(?X$GOC_#~EBe%LdXamx8JEENmECPWIt(JysK37VJj8
z`FbvFPuiDkzWT`=WDHwOg%+<SfwP{bGUzr^3v|78xeXp;B#DEdtZ}<mXQ9->=Mi(h
zi+_2;cH1R*YY}m+1#nwVe{gfUUn#Xw-1rS0@5{%+MIw0jeR>yP3!FxjTFYSjXuO0y
zd{bF`|13~Y03^!Pbn6UX)O0d<!$#t{eBhwx?%gr#w8LdxtCRl2?|QHHU|Qt$f?@x!
zy#=mX{k9EFhmD~mj)T2g^<wSn=7Iv_;qT2Nf#-rtJ`1P<zZS*9@JDCvwjz~i3;kbU
zj?_pQ41wU+!#Xc;^z+r)s+oOh>W=uEM<VBH6wTaPJ_}bW=O%^EZ3SO_ut~;3fXaG!
zhJ`Tr=8cmiPUN!2q^k$!ZGUvp<V?n_7e>lj8LhZ#0$|mm>N#6g%XyjbwlEb8s}4-t
zb!Ef}{`B@Par&H_8xQunJ6ve-W<?g{aXe^gIlsG@YUc4i+H(<byVQ?ie0xy$!|%qa
zF{86Hx8dP%%{K3$Btu_%Ze4m2Tz%T4%5-}&P{1Yl5%#--SF<B=iPA!!DBAdXxPOCR
z3Nin-g{3qss0p}ienN7frGuBy#ZjgE^PJi{&wb0dvL?5Q*94s9rKKiU#}jnwrDgQD
zJF861heO`7cUM#3E|s3q3pE{&9^0R~Rhdqb4_-|Hs0*dJHC6WO_3M38RcaijgSSPc
ze0xhY5Anxd80f@dFvN(onxEFN%RKTd%MFOYa(TE9Mj_zD9GR|Y8@k?Bgx_reqj}&#
zo3Az?iw{Qy@FZ@WA(<SOoN4a&17rJ*W(|98eX@;BW*t)xJGs?6oaj*pH|gBYE#89r
zK6VXZW;*&;#~j{?SGQGL5wJruGe7OPW$fZ{(2z%Xw&kg`IHTQu4+|Un4#;{DowwCg
zOYOl)U|5{u;bH{u5?8JE+pF(KC0V5Cdyu~K1f6RV!Nz+!4vwejC0b3(>a_y&JBxJ{
zN4yC?b>G0jzuvz{1~Xj_0;#Hr;DUb{lFaS*<&hk9E$Us{Vv3<F;)w}fjyyCUb&j%M
z#034u%SgWSX+b*g-R2v)N$m3((|#asstWB)o?#v#`*KPdk@D3|M&Lt*-Kt4VD^u>z
zhrtFCw2|*mJ#FqLt{V30Mcf(Qy!|%xaJ##UuquwBsI1(_vDm^JqLgOV^_a51zu%h;
zySO)(TR%9@UB5r+OOK5*01LR^cHLYY$chdOtmm0F&7SK?CzQG^{V=8T*7Kae4M5#m
zv~zbGpVD<W!*xF|CeQS4g6<aNZF27gu=Q-b8k10<ag5G<b}!OKXS=+^o-FMz7Ry<7
zP^S-x6Z&3DaJivKJAt9+S0vUKRY8H3ncY1PQOR_RT0zIwS_=*NHsYdyV853VTF#7=
z>1O(S1;;7A+UQffX)>4<bZ0$Hw|1iCS=APqJerw!cztKXHA+R0qXqvu?TbA&;0=
zF0JfioRd$glI}VipPKU8_kZr~Fh?$0wN&jgH@G)YXR8J!#2AV7qugzpGD}cHne+M{
zOeNF2QyYOf!p~;nxw5p7>LLNZNetU}^pVk=qTHXi-wX6E^+BDQv~cQrM{qlBL$Kw9
zs%Rw6k!RM_D*%#C`akuOP^GhXG`UixzU?^S1GsIi*AfsonVP$N!-sp~1F)YXieS{K
zFN8vk$8tM4EV&rmZB;?_N*Sg@^#^(<ISVd}BU;W&J_3x%m(#<0wBA-44<m%jg%bog
zOkU|hu;t!ou`|7R`5J%RWiwUqd?UFpDY>t#A6#`HV7SodjQm*KPy=rEc+Yp|ycJzV
zXW~f@Bi?!pRSxl7!$PgJ337I35YR0)ly(*;h>wpC#;s}2Xju&xq3cz0ah`Ju<XY4g
z6NTXhquP(~-vu3LZISW|&rW}q&HcJxTp77I>Wt-(PG<xGw{dUF*}+uNDnvJsHBn6}
z=e6mg)+};uk-BaEt-dF;+)yjDShKQXmBUb<=#{cUE~Ugewrjxm_8bZ5&kyqmeEJoW
z;BM324IYLSA&2QqdUFiAAm}wIwbNl-`=FFwtwfM9p&HsX{#YIZRwlB!={o64bY>kf
zu~I7{+wq!!OWlcf+r8+J8tO6w0Cr$y<U4DMee4<!_llwkO9_$op`R~;7G=Q4puG)f
zwYcZexIEv*{LaJ2eG~v~+$W?V!8Gn}BcYw0D}6l4+RE_0n&xuq=QD#(Dv)7$7i;LG
zwDI;Nj(Mk~HvaC^)Vr`%44hS8ZD}a(WI5&aHkAAQyInKL^T+e~&hGJe#VzvYWOm+;
z-3{@bPvKVnTp1?2qf2&o9|_qoIr1qH`RR2da<=tNC?vs!{`X&H%y_rx$lu+P#kF`J
zW(mT=f_7}+Y;Vrt^q0P9m9g|mC{xqAZh3}&-!0q$8Vs=-9_GSnI1zr=1*xzNb-TTc
z60I^<UR_uJIWbSjOQTCK;Pu@mPVoLBEpI{k?&^mrSgTi*-RrjdXVZ?d)$8BE!IPu(
zVL(-HccLgQ2&eIUe_T%>a%)5Ga(Asa6tmJ~=wUO|wjOJy&hF%N@vh|fVpG8Vef=Iy
zPAp}tbZTq22FAzM;qKL0irf@rK*lE4Y@fZE3gC0BlKlFO7<x;1pH!2ARl@pBoaVa;
zpz%H7Jkl4SZ$CM0Y`*cyrKqI6<Z%|6Q+DG!40TS18K#^J`ial62%}C~oR}>V>LW9;
z(A}hJ3@)OoWTo0M_?gl5@sjMwNIrxDvqGn6$Ft?OmmW7Om}Pa_wW6mtf_%^m-K^J1
zd}L?ws(3uv4|ZL|%&W~aidZ^!6IF}z_REo|dtz<O_50U?9)~}80QdqPOH>h6b<IvM
zMIXsPP*6CZ!O#$4gZKKu!NbMDT%T+@qMqR9bQF0Y+DLEQ&Jf>?x2|{7!kScAm~4U`
z_a3ZrA<HB^Y`Iua_7Gf;Li$aBUSDl|?o!9-Ed$qX^%i*(1ZaLP=XamH`*mHWGOFD8
za6ik|d>un_`zxZ1L3`9WHH?63@nIACV7L96_+d^u4!D`>KA+8RPzT|DX8Hy;E)peJ
zeYZEEcRR%9Jv%;rydrITcg@8%#B-AWrG~>|JaTc~ZMh@i_PV4tAyEI)`{Lp5VgJGX
z;l8Q%VcHq?>Jr_i<pm%e-8SB1tlR2&tW<RECV-@WGmOiikp?U8AFf^M_stHohC}=h
zV$O5;HFrLbPvzF*%~ge~ci!uSD{H#BMS5_9MewBJhx8`#Mduy3H({Sd*ZA3X0#vs3
z7ZV}mhjl5UatlZm$U|l_!iu9<_yHfAnQ<UN#*H{9bWG8r^jUH~(hSI$_eSLL`Z$)H
zDivQCjU)_`;yxRZKA)<PX=g3ib@xE3*r$)T<Ecy?5dRfV&EiF@W>P_E0~aNsR@j<c
zNa+on$x=ec?073cz{M$Wa&h$-rc=oWCA!u6$|8oaX~VK=?GP*!1U_C!xw)CHa0*D7
zlE&tR=%^fDN2wEmyDV*%lF?mV`l6P7h(CHDS8~W~sm5opu)+(IJq2Fjr7r9OM##Q?
znPf$yHOzDCr>hPE($XM@A>W~{uyS@Ac5{t^c)r(BNG4hq<g9u(;04xy@j&*9qO7nT
z5DwZYC%0lo6CM+No-rMyB}s7`$$~};!a#E;ZO>AKZRh`;Cu_t7R^&-y_Sb`J@Xc5H
zUpOHW(exG3SF>?qM<lY;QEZelKs^Tb3N7#xQaM6D8Yt;pS5=rhb8(=6TfwD;Df7&9
zQP=39eo3057N*k}s@jI;D)`TyR!3Vwc1@zxxJD9<9izlkL;2b%a>9wyUl3tu|NkJ{
zw1p#sA?q03Mf9NFH<$8=9Jy$}wr&`AS46Q#QDuQ41-`M;gdrcB?IfOumc-h4=4H-q
zNeX3sD8e96b;?#sDJVQpA?Hfa?Z@93{X$_djzu`GQkWeg<9i9O(1&X6Ko;)FZWYke
zTRrR=mhb4+C(K+7@$zi*^iE>iOoW4#81v<JConcZB|Ezw8}pi&&E#VsC@omkXv@85
z|KVgF>VV6rSCI=t#cx8M;s=ns<v>}Ul|xCP_lrB{p}RA>=zy{nj@cPs<~X+HxLUkL
zu>X~lj(p9#GyLkt`1hz<>zA%SjW^?&%!8(=*z*=ts_t>xl$@s~@346vC}k3^9Crk<
zSU)s4zgZi1V*M~&iYhs12-(YiLhy>$dMVM2wCdw^WjOvJFNS5IG#lg`-*bD*RbA(9
zZXnD<@6&g|^)>mFs|oq3i3yKs_N?wx4N$JE_wA(Kkd+M%QyzL4jIV6d$<LX0WmrMg
z){r0)aLE36uTYrLXy21sJ%1@&ll|)XGNyd9$IQCRXZ^Q!7pZc*XTu1XVsO3>li<F4
z){`rEVh>n(YZx(e0FjozDmN#=aRu5$nU9gAyPf!nR>2@qp6BS>(W=<w)D)wK=T@U@
zC~ORkuqE?>)r8QiMi`f>;q0epHMWcbo@_9rao&}ILsJ%Oy2af?eVOG5f|=1Q-jia1
zn9-cwcxilm%SGm2w!-*AjG*@&JV`O{b-pK4!>ORh2`ZcW;B9EjT{3lu*T=gz@bWWF
z_Wc9|$#VC%uMMy@q4sx@dD@H9(~g~6;%QDBd76)9%mZ)2LWS8#$lb-_Ssqu4s-_vv
za-u)(pAVY<d{9y?0k*f}hRHVFg0J~bcVTZOV9!5*)xF&T?0_VXrAtgf7c}$*=bJ3+
zkXu8`s3C3~=-r?=?A?@KNNB``0Qejh-Ej%&Qlbu<jN0W(I-7tz^pSaJ8H2`Qxc1XW
z*nUE_F{mRU8b}Q3nxx?$%m|dB$oyQ!G*eYDLeDzV)V(`%68!5|*12`r8(0zDMvUnK
z$fQd1;P#4AU-LE;#H)&a*KOpQ-)ii8eUeE%nx@>dX}F;*MMExi*x!DP=gXg?LXa!K
z8z)_*Lyi$Ro&ZtO*RbH^$P)ihtTl(pDJxzmXdO>PAJ^qrtYzm>GXtLy4B55eJ)A>2
zxZ0Mb|DoA^Kqi|+<Ti6WA<AwLD706?Y|y^cOJX@`1xwzgvQa<6K{Zz9x<~g~0DRsW
z9S$0FSYlbpNm$f{I0DhRao@~n`9}@@7Ukwn;+VYcVI`+zjI)jH=Z?_DvfGgs?*mQ{
zC#*&eHH@09EB9{EC92A{T}%@lA0EbP>BhNY`mLCyyxkq<=h0m*$b+T6DDsyV`#O4x
z&4kXs+BHDEU_I)Cg@$H7rRr)9Q5DS@s6@eDuk{Z?*!ucleT0#5cawg~%ow?((JO#%
zU?uXTw*_eSj_J1smuft*jiRp2&4Aq2bWZ5mdIWExLP1U&A(j|KdJg85%w{=;Bfk$&
zLkt&>=ch@|eLfoBpBblkN^Tsrkf86H+8t_(*SSW9kWIpPjb905EbDR7?Ok5_K`HUR
z!er*d<~kcB^=O@K4nt?9my!$rArj)ScYL4cYCq<>rRK7<>ZB%Z*H%+Ra#90twBGB4
ztNr$@$+#%cT5u_;sD)ZDCbC!?dVh;#8?H*h%PbBfN~GM<@x_fx1j-2vV1BEcr^?<(
zde7lc?P%=pxxC&KN#y=k9U>!PHMH|GmyK?<+g%XR%ZFR<!8bhFEz(g)%}0HzMO=>B
z*{gxC^=FQ~OC%a9IDW5%<l|b|dhMtaaI!yY8m3%c)-cxEfOXYbYco@>@8Ay7ic6OT
z)Bl_)v6`++47xtuiYk8f+~BcXsBqoCni^_(za4;r;x03Pm7AWv$%-g&aZ9kNbJz!C
z$_FfVc?E(GOqNkF{thD%7$b!fJG}W8clENO>>oe0yanNFg)%=D2k*SDuDN#V>k-(`
zI>l<%V0_N=AfzEF84Rl|>mHi->0l}r=kiy2))J+)>z(HLv{ig`lsB{9M=KY4UdAJJ
z3u0BZgRN5u7$ZwUo~u}z!lHignlFU~v8BBtTEhiJqb|F(_}0m3j~dJOsJ`%>SEyis
zI;rSS<e{Iv$K%0=b6%~~@6#byWbz&!M+j2A;y6bht1&O`+JhZZ(bJCf8#b=iDkJvr
zjw3Wh_k4R!(~J9@&{1*Cr#KkS^G=e#G~L9{g}Nrr5tnn%UwnL;?uoIdSHs750zL3L
z2;bO<Cl8<A2^74vNLKl@x4+xQmj1ARv2SH#!+jjY?|tf5=E#gVs&+B*hRp=Dr_IzC
zU*cuGi~*Q+Nv{YFIdtAQqJIA5$tBw2&b2(jKGbEhda<QJ8&%N#cCD!N(x4zanQhVG
zV7CN>+PEFUln)B$H)$a~T-1RaZ(Dj#jko9B!IZpG=>9%+2<2XdLlM;M6QGkt?E;2#
zPe?O)58QSG2oAzBf1NTB*&TtXu9}Hc7hR|HYH_%4qeJB!X;?j`zaufdO$#y+IBw<M
z{K*c3-)c)PPOb#?VvUpUenV+qoncJPmuj-ITPc+hHhJAl{Qw7f!PNj<J&(%VT*twg
zE{)n>{3oXo3l5kr&jP80Em-H27{K2#PI?2!g(z-S!AW6dj9b<NDv7N8pZA)y&Ts=p
z#=plTvQ;-iEZh)r*Y+!cI<d55pZl8_yTlnX4Y++~k<K7~>+6yAksVnJg?Om`Cb3Ih
z@#51SY-_IiQ`KlJ@f{fP2OXO(PzR>1Ywp%$ukm+lu-taF6iOJ%cRzi`zirvZoZ@lV
zF$nS+&brSM&%K!Ey~!<j&CVI3(kXg(bJ2VYQAWMJd|RVUcYIX>stZJJXN9eqeHV<g
zr?I-;ig>%)OzvLM#g}QeWMs&vr?myX<}*9?Uyb1X7A=*T3K$wnx+|nUwzG^v40?r*
z?p*f*UB8PIAoEnzpM;FO^@MScI!oB;vg0h7r$&Pu5V0mJlbN=o!lN-?;;1i5JyE!Q
z*9!PB0m<%_@))QXiyl^$+@h%^5IaJ(qTuWukO=m0D37JnxQ@JKA>%AA`Svvm;|T1n
z#x+0Km(0MxC2vd{Eq7K6Qk8JTsh1j=-P-GIMh^i#ZJ^M3k+Lf_<sJS(T|Yt2@=CwT
zI&!h9?dZp2;n>ZT=2!p15hGs=79d#okCY|S@R>hdqMrziqr#jPE66(_Fe@}5j4o)D
z*}jrJZa_vHV9aQTfRoOe04PNca{Lh|!$wzKAU3uxQ%yx-@iblMgW}7I+nl-GThUMP
zyg6k19@ly_n9AAEW9`i`S2`LCDUGMfzLE%Lq}bG{ackXkp;*O7Y&m($z%%Vl!|-A0
zXnx+7Ly_53Myki4<@`$i;)&1g3Y=@us|N1B();g$>K(I)PY(!*{_%u@2q{u=lq=-2
zHiP3zl<4_ImY>m9Cm@H`$;?J4jxxz#ewy{FcoP=kzp7<qF`Zqk0+@`#*J_S~K*O1|
z_BC(6^Bh#><cBW|?+%ZW2A@Z3R`4KfVh}3jNQ8%p@J8%1FwRP&FtSfH#0-dhEd#`x
z1*%kOzv}*Mf#u*o;}`VDpL)znYj`BfQX5NXuyah!{y1LJmiOW1h@^lQkM=|%HaZWG
zN1emU9uCAyW$fF}%#5KWD%}b;!J{_Hfk-S>lpMwf=BB95;+g1E(x`rDe#<0W75`mp
zOlUaYGJwJOOPE<#m(a1e`7N5`2m~MAf7525w~{3pvrEFBn1NvOzDy^Ym8(9@ZnooS
z;<g2dT_aN6h*RAbv>)Yn@rwMI$j$tdGfy4Kjwk)+)qlqQ$5(qt4;%9poIxV3&!73w
zphNq`I@3Nzq=>$FsXK0^whRah=8tqB;8ZjwEnG{pNP<r;R_95qxH?d{rZs0J32rkI
zC?l)t-y`S}r{$%eGY+fmemX9NwMYXA(qn%Ut4$Ur=@dYfgA(uG)2Z&-pJOChGFD)o
zf{Z*7EkUp{MN`I9BTBhZz1!qE!&4RGbgxj=YVTAY$1cJ_b$lbtKX+&S)_!1*>``Jb
ze7f=97xzzo>1jhcTOj^TzY%4D02OaLYB#oI7xkBkpwGj7TqSYYrK9m&V;Xt%)t|}q
zl#XlhN)-5~gQ$&!r7{@U*Nt$3OH`^|kN7&fCrtXkgD86?Nc{~_VCg?TZ}hE1h6I!_
zQM&aK0uJVz5=iLYE>xV9_FRU?K}gNstggDVNT#qq%vI9&r1xDK%RE%!@5G=Gkt3%t
zz%`Gi&8g!3oQfTH7;nw%;BRiUCf8NP#CT+j0-Me|muC)-$4`%0Tm$Ymi~buuU29XC
zxi>z44`dKu?r^1KMr`2tmYFD2Jg5AWzP21LtxUr$dK_olP;ikk=Iu+RDXilFyFKk^
z3F7>+`O}&eqU_a{lmr;vQaMcd62|>Q^fAG+?3ooVdNw)zSk1!B^q+IBE}(M^Q3pqi
zn<t%I71+-d{j;teq9YsYgV<IPWih*@bPf%{Z>S_D`WRV~fyI2;yLj7yDos2!L=(R_
zk^dT(e`fFvzvS7!4(j8Sq$t`+Es_)@pS7@agZk+ZK&h<crIJh5`qCchLnaArNgoHw
zNw0Ipx!7#kLhXg-LXwVEQg5kNauwp)z+sj$JWVX})vOcc*u7C225EJWj<_%cYC=cE
zRA;s5Q9P!V-U6SSoFi;N=;RkCr$i%-5XWhZK<Uu}B$jbvY?A6X1scT_Qre>rZoA2T
zhk+z$cdyv6zpBWs`-&E1l(<as?Gur~PN)x`A9pLQ4>wHYgpq3W$K(9<$^Y#*$6`$D
z0fjf1u#d?o5v!>oqJd_!^G9k;Zc*!_#iGtEf&Epe8>&{pp`x->&wr$qT3~*XPh_2n
zZIb+9Dy`C$5W6$yWgWhKg-FIUs=}$Igaco0)%!&xkv@@WNyErbiPXvqrCqjAOd@FK
zS(f3{i^j3Z5z1!lbQ)=6DGj@;UvKQ3<eR4{4yC2Pp-+qt;y4*}%Wky;w?05X*r+Im
zz{?{9(C&}yzO<=g4)WTdWNSc)`FzRrds8W<PmhQD80jZ@@v}#4g@Mwab92NZ{+0h<
z`-X<D<{K?e#)ca=7>Nw81GHNR?=C3X88F%(FtGtjG30U<i<2~eigbd@&<s9hijyjr
zU=xbF$(+gDuBV(q&b5f?5|5kXPObauggBE73Z!?7HN~f$R3HbFy}E>!qO52J2e3Mn
zb!f8xz(ilwzG<~oaRa$!e++Yr2OJHlY^p{TXt+^EiF7RnB}vcY3Lb&`iF0)IM6t}(
zE8NP^==}8=%KW&R@!`w+hQlMm=)K?%=a?Qtv70IARne12eE27;>3JlsqhzC?vcPDA
za7<zcKJHfu*^rbZPAX<&bne%BQ+=2CK~HM+8T49<Yc1;H5(K<0&A(#Zo8egU*bmOD
zcz2sfTp_0iy1boAGH4C0gH!2Y|4gg7hLKrdTp5j{AB2tQggpiZq8U>tgi;(nk1_RS
zK&XQwimUVabYUc)rWv@$s*>JP_)DAq7a&yy<Ainjs~;bO(7DwKp4dt|$Ux77G7ZD&
zn)^e1aJRa{_67|K6R&|=m)M{5_CEago<ZbQVD$tnHW7adE!|8XBmN_^ND+UQ*<0QC
zhJ#6C9`lKgk|@?~Fq*P9#%a=FteSFr?!4#}vI1b#Ps+)|qJ$65+W&z=qH{)-nosC4
ztMYX-CDuo)@knOEOp}5<PP#vaK=aE!>#tgSI@)=}a6ZbXaYS>F_I?$ssJLTGGJq@x
zE!LO$S%%cp5qvpUm(}I?uL+6n-1AY>`wiOo8$9cg>6ET*2z5V*7ZV7@{pow4eiugl
zJVh`61r+v#=*}en73*5oerV>-DFZ_2V^Sy!QId@zNi;Uk6#ZgVn6veg6c}U4MMTj)
z3hR^AD~Kq2SH4Q<%->ouYK8h-I{V=p23G-BZ=&DjDG-U!<B~lGgJ^k;fQ7x1^?<}3
zjeV4Uz9A()Hwh5i_(JU~>UIo{n9NvuyHE}&b~Dp1ZOxSqP=V1giDDE_S9Bk#FOl|?
zvc|(-CT+tYuPY><(%GPal_qzcI475K;OXQbIYihwE<@|trO@vkx`LabDtz)Mx_&3s
zV<eR<)hCYt@*mwRG>TY=L<tzdY(4RD@2bh8G3awCVz(iYNTs*mhiT$+#ER@Vz@sgJ
zM^4hy$+n^@t?i21DH2%0xd9o9!Sb!<JzP}<qmzSxA1l!CF=lqDrQY~&7&K2zP97jH
z`=S*ze;CS6Sd^2ZY_2hZ<TZtyN*vIY3PJ3?JDd#5eJ12y;(Ec<(LHU|+Rd4m5OCzc
zk0@KvS!bU(ey)U|EaOG`S3_B)6+}DozXA4G|3>PO#uxk>%imY1{ga-6$G7y^yoLM)
z#xXMBU+-IbMr~gzNowFol@Gwst*B^|F1E?7nSzx)J>yjtIawA%GV93jDu}OAPLF!>
z^!B?ipFonra7S8fNlZvq0f?$#hO=-kE-}otZ>)S$=G&$WoYTeGUOoF4U|QUi74CFQ
z;b5lZPT0Xdf!;Oo=gzo&_jyIlBxlH+^t&(*@~f}p;|rFUgx?({mWe<A*Mck|Mbv+R
z;9uuPqD=*k{&_~BLq$haZ+86vvrPX7DRM?#(d7CB{(wzUAZ;=rmQsL&D5wge?M!;&
zg2;dzGbF)*a-tedX$_IUt8o2Tnj3|x-wz##xssj`*#^W*z9%ywRt{vOGTAV;Rpg&m
zQux-L8s;5iuXscu*=MCzl+>mfFHzxlN;ZbSxYgLOC1FUPEc+ohwh|3tAfa2eFN!nr
zww=TBO<%*yIZ4F{SGiPXBm-Nx-&rWZ<71e!1DfN1sVcu~=KfPv{sHhG?*6LZMAr(E
z_%l{ldRf4_n(-jc8ePSWqEmKF^TfIpw*0*wb&FXm8?kzb9fyg+3W6_pQn-rLJ6AZR
zM*~IR4T>Q^39=<2azYA*0E@OH$5<q#K-6X%Jn=f=JKRJVC%FcsU5d_Xvwf0t3_m|6
z#Ge4AHgpM&>CJeQbe<Lwq4dp6fwoq5`{)$rKa3}!8L6Ab<v07pTPk?3b@ERX8cE|s
z1bIj^$*RcDl?8A2uOxvU0gn46x<2;z-<po_-{S*-rQtuD_`AZtf`k1=IkLY}D;2gI
za&lb0$*oyQF3Ng&z+Hn11~_V#IR-LRx%<*-<0nE`J_;ye6M+m<UBvtoe?c0AA(%&3
z2qa%3iJDnWA=UQ+lzmlLkzITf(7W1}@S@oy{%e3}7?F`H&MEyQ4zw&cSam>xCNVtr
zP7hb9Q~Y2$b1}sEdNibF%)F>Wv%DZRt`mL~P&b2>Gj#}7BR-_AB7EoEPG1|29Poig
zWs*08ud-NQIO{cxy$D`Dr7UNK55$8Nco}~uqU`?<Fepc3o}rH7nO|mWzSG=LG>rIx
zGsdBeMh0fY<}$7%6AJrkR$V7nfTI9;H~m9>?z*1ZZ^|6qFWYxJBd5?D!|0up&mPm*
zAO$%}8x^>OD0);)rIrs@5IPO@7?a2>N_)HTg9VPB*lAl<<{F*$24<|KR)E$P7~Wju
z+qc_lLKVWqjNw@nZ%=3Kd2xi&3(a=;%;#lc>BYwyxBs_R(*qKnUieF~9vKXbh;6d6
zD04mkgKVo<=#(Q+;1#x^R*)nUpid2XAaA@}v%jd{qedwb>tmsWWUWZ(4N{vyK8z7{
zauwu?*F=88pnocZVA6wEEZG4l(ML#mmO89F(n%HPmjY^gfhy^E#xrUz1y;FXw^x{;
z6vC_vSfQjGbdolrc>UUgk$qs3aQXTS<znICf_td3#&N3<g@Efd{<O<zwvHV4)e?(g
zK&`sb2KkVl)4*wsbofpG)5WWE8ta5|@Fc7=WZ_}c6ei2od2}QN1mp@mzxhJUzkAq5
zNo04K{k~`!wV|iw;%DK_1D~m76ocQ(Goq%x^WvZv5swVHeW^gROxI~(A(=qX4SNly
z<t>71++eRtw?C#Dyxq>**}jw}Mfl2j2czb92^$*`UNZFHW|Ns?4*4NBr|SiIZO?Uc
z-o3Z6*jIa}EkCb!0>fa7#ssdZ_XA-6_H4a+z@nG!$|sBsE4BJ~a`T>DV{-gPt(Q?k
zOD$)U$1QxvLojvT`Fg<{T<bMvoR9`U@;dHrdUP3k7rE}&n%`Uu?7ycQ%M}zj+kg);
zJ7{v|-g1BsBjL(yZgyTKklq|{H=RB0TKs6Z1>Icq=o{EXArUCA?uNDLIBgGjQ)V_@
z;Cqe+E5rPEO+CGa!?Q;L-=a){?st#l+mY#MkJX`jCgip(!KMq?`*&|h1gz#^hW+`h
z<t`QK&$|`dhYer&^i)`vm|x!RV6R)+RFZhd&Id<5m|AaLD<~{#n&P#lsds0zbL@GJ
z-!$~o@HM~DiVI_d;YcR7V6$DPyzN^{%P6PX1%a5LW{+#C7UzvTL0ZVgSI=`|Ylcyr
z$M!AKmKV)a>*<r7e20gE0+;U>U}g=|)g(em)_b~`*M#0Ho2Y=yIUDaPwg!)z)ChJ?
zPFXy`?P9iw=m(;I3-=4Xt-J!X_Em;aHNVx>rS^GKJ*rF*!3uZxN}oVt)~Fzy=4K<9
zwA~I)<aZZ9C-NL`-YY4eE9Ko~v7-XGt@I?+;<&~Ih4WYlUI46VT(JsWh2Vre^Ll@-
zNY7?>4&^>KnwxMDotCbDUnSZr#SmRh{gcfUH;kH>loMn|8~>%3EO-&DorK@8UP!8T
zib7P|-jRfB8QtD7JFyI5+U9Z7b3xNdhS3IfT=99)jm`~@1X98BF|ze7@XUiXk9DO!
zgzbgF?fZbTD21?%W&T!XibbkS<Gx9>ksx%xo|EFP5A8ue;shs)XQqpA<yq%*#j9(T
zN8%X<=zi)+iyC&J?vUo~*V&Qlxn1o6rPW=rYH((pc9|oD6+>{NCJY{nPajM@?$sb!
z0s@$C25rKI*(@!`;xJ=0#yXQDc6YH%9li+GS`ZV2k6%MU*ZTcYQMdxC7ml={CQctA
z%JbhLqK6T()VbIaqw***dgGD1Xp2}|7dWlI0O9?nA(79@2K79KzRZX^j!G)?=p|1r
zv+3`6V`3Hj&I8BNrGQpcjcT_xY;`%Lwhv|e;^`l5eRUR6K5D!aR*g}LlL?+oNoV!q
z&|2BqHw(t7w~$JI*Pkf95&hyyn&@_vQ1ngly7@103b!^DkR-KS3eeVq4?SdkD&07^
zte8}PK!P+riY{OF>@%JyBg+K*aeG1P@W7{V<G_svlc|Kpd84Rdz5vdMHe`$wN}-re
z34eC6v;+)m*5-sFJC`t7tY|9u(1^kHM^nG$aN{Drgc#;{TbABudQ@ieUoMa%3fAXl
z24zOlWLViJ=MNMFN1x$57A28-_8Itlkw9s+w1+S~Mi`<@pFhvNUuk)X`fF^0A>>a#
zF@o#KfbnB9W09IIUPaqd`oj>nNZ_e_(MEpT^kAXu)>}MeYY@!idj#p|Q0`V|v9Icz
zO!t4({gbaOZQjnSQ#Esp%XFC5=Bi$t98R%5W~-e8qT_k;@>$*S;UQL+<r1&2n0||a
z?He$3czf_k&t|&ZH6oZ7)?4SD!-|NZ7(wg=Q&WS@CJIrAife3io};4>&ks>U+&tky
zleIK|cAk`2o}d398F!)H^&~!mgn8dokel}i?57rhyeBWp)N<?$zeDeFrvt!e&rjDh
zQVayeqrvq2c;De;vvDClN|Cb{S2{WKgBk{v8p_EXaO%DvKGG_Ca8U+;aHz+&@%23Q
zpXNwi5>_>!mO6PfFuKv2tl{XjZ2+>3SVt7FDt<{AS|~H<$Pqf^HpME*sG8AMbOSy!
zhG(SVxOzNO4A?rQ-&>RZnq6t7SV=qRt&~S}Y?CNEs6UydJ>J|8R(zYdWuZHRY!^v>
za&915XAM1|$rJ2u%Tjd6{`hg@Wa{qXpl|)KoBX_S#XX%V?pdZpT7Z2!Q$A<(Qc!*-
zlCg~|3?|&V+j;jrtU8+<<OH_fujGCuLuY_(?s6+ov}#enkhV{dp4D)&hl+UZ=mbMG
zq_O4$0{ULV5T0F`nV=yPEDL|H+x$5*<@K;{&waal1h4DVVV<LuCxY|?)@p(K;=Vyz
zP1kepASvlmJ|5<sT9!8OhGa^*@A5hCegLBjD4YEURIUlrS8{x+KPhdwKaPhr0mIaP
zuXD|KfAIq5KYIT?%oRwz>P9+X)O77k5aiIm&DU*mE7onghi>X7pU-tIx?cDtC5>{M
zl8os_m3dsnV0K0nV_kJQl-1H0*s}e0n0WN@)Wn1UkFWU&^AvbBu8z9A6u_n<rabm5
z2r<FGV0wFh`omyH!hG-j9LyW+W4gI*UvRM~>jov<&Z@0psbyn78iJ8}#}C4uVksY6
z*Jxt81WyxiO$O3x4X$R-2sqES#vCpWec@%(KHS=olx0Vo<#nG_nzYm#TqT_m;Ll=l
zf7i<XbkSc-uxj#EnhG;*1B~N3pGu9TTxM1JGk14*)AkKcV4g%DORgj>AY*u|aVsfC
zBS0Cus8BfASR2E-(BKU=l*#uJ!7{{Hn=xH<=7lPVfY*TW0%yR0VU+OF;|{)wG2R?q
zdU__Ii?3OuQ+Q^+^cV5aR9dEbG>dz}fgQ8i7hpUYU@lSCUSe)Qb9x_9m|i)gTYU&;
zM?~&Qnhm;X(bT()L+&Z0{BA6&ch3AhqrF`Kmh{@tr_-@H${!%IVt~9c6r`DP^8Cws
zUM-))hJFH#zLWUa3mSbQX5I{I<W(no#q1cAvI@DcOJAu-B}-Q?DG(Z~0LNlX-Y0fY
zrU$r~K<-xR;tKya8#4(lO~oAMboso=V#B~vp}$)H-}+8Obb9aK^<B#BYl^%z#e6wI
zR>{vQ&TqR-vqzPbixED5W(xVG^_rW5C@~3X=8N187QJ-#myY?6`P})LLBp8BPUp|V
zAWtRFsnPZX=A0B`xC(4pZQM8xU?Hfn@QlP2leL3YSMoL%*`fnOSyTZd=~Fay>!c((
zOPTC)4}}h6FK)aG*Ey5<&}u13rao$+6)KYw4oc<vjqx5@AbYcfcy{8%>1g{!sSIOu
zjK!+rjD1JqHlC|HLOV3xUN%rR(8E{GN)q*t{`1*0qCAOo8zvP0BX9MHp9kCg{`4PZ
z54RDfOVU2qZ+y;Bom3b;KF}+T9swK)lHvxq(8Rj&6_8J?nDE=>n>4I{(+RUgpp#tt
zLCK%ljzNjZfCLjtLb}E)N#n;~ndbyoWn&h#4+a;K8{7KUwBthFO|-KTKws><=2WbR
z?o$WRDjHL*dC~`4Cy&z|>-HW<#9IonHDY&BNqsY%N(osdUZx!xrC{nA9#83`ABcDV
zyoH$DT{1?-&}hTk|Ccuuj?hN->5;&I;a&B+N7i%&=kOm?;y+o_(p$7nHuCDYgl$p=
zIB4jMiCHhYs#E5?lqM~LapA<JU1dGf5vB;GgvC&;KKiaXK10DxG_zs<tlPP_`7NGU
zz>6y2O31K11x9gTXSDsxmSv;#(}^_Oqs=u?-D>7rB;PKln&ugd^twy#$b<-}PT!d^
z&G-8HQgqdcrClEhU`9z_A`w`ZzMdAWLi0W$f@!TeKA>RM7HM{!Ty(3yf-OdSCbjGJ
z*QFRyrZWH;F0OdL&~<5UvJ2@s5pT08Bdpda^bIOU{H=NY!<vBK-T%X8p@AmO=Tj$P
z^^G?H$xB&0t<Artd@*(y87-7jn!HWP=1555S8`HNR!5sQi3<Z}d|eD{FNSmth4u&2
z&UOsOiu5IJWCDu~=_D9rq%~|yNkjZu`DvsP2;7MUkluW9+&*RqHVqTOM?2`uU@oJ*
z%H<Jrlw6!^1!FAce@O+;yy;C^P|s`-_W<*{K83UqAI(W8Vu=VKC0!+21sI#E+9k5n
zuJUUpjnb&9`9h{d&htsF*qf!zzm&}adfRferx<CO6@z!}S0GOLSg`H<Rr6QgYZNPb
z@>d}HP5N;~|6_j*gI^KFz8Cf<uU4`O-e>6qY0BZZL>F*kt*}^(+@?Isu!MALR_htD
zhSE<ZOYY?;X488tWGYNYC$97>r0~*Y8@*790vh=W-F_*T=~6w0ejACX6VV8pk|0td
zLddVjrfFA2m(qcLGLRM%ji;z!1ame^7C3wgu!AeklT2905F>R_)2;C+ickK06?RZu
z^=)jR$<eoJV~Sew0J+t-jGkiBRUs_e5i$1FYtG<dkL_98K)R+AcxvBJO4uBS!+z8I
zH5ji{`?rM2ok+g>^RGLm6!MDU%60&FtS(Dk_0CEGM~ZoiM1#|s!SYVFaS-3eK=a%U
zuLKRiwYZ8Q9zQf0Pnz(M_I^U^G$m;{Q$_xBE`%LJcuZmH-F8SZGkf9L=W97ygy-@-
zLvOkr2G*Rn5sh{XEzrfBvh}yWgon~67NCGQ)mONkpoecE8Y8r(i=f6{4`t(@Ivk!=
zId9V9`_+1-p!mwKlX`RAOG*g(PFe|NiLSHV&W+W%KF_iOorpJHJ-5g<@zN3J;Ggq~
z%M(CD$Z<s>Uex4Qt&15R?}!-xM+1Dc6uOxnP0W95?2l$iB8tBiCs^zv9ywm>qZZB<
zI9b@Rre@OiJsrEK-%NBo4mq&+^f{70U9_oObRSf6p+H)OywAVX0)2tJS1H&$2&i`0
z(a*+97o~vqLJ8M+Kh!u^s}Q+2SLFwY<VWOHjPmykIn_!-*T@{;_lal~a7w)>>h^a&
zmg7TEYeSJtu8L6ZL$!)wO5JzNR%)HRZ%&5L$~Q}3#&@z1iiV2oVF<ldPdn5k&7u&b
zH#Iy;-#{31&@=dc2HW9+VHD4GIT?g8|I+%fzv(~y&VQZW{|QtZuZrIFWDN@iW@(~m
z+G|1j6Adth{ZuGLhG_O&v(pOKl6R~$deo*>Dv`jWMOC?bQ~2JM(;+M4>ymb{A>;k5
zuQ|5}D8e<`o%Jl{4Y>NA)h^g~1Nw|Jm1w5uM-MrZ4HiuFJ5)BLGg;@PtZ;K2nHL5d
z-<jyf=``hLm5HiEOS7+MH@=izw<gshbBb=Ql1~t+bTVQZXk}thgs7qJ)Mk93t_pIM
z>|<oqPt~*dBHen;$X*!7bB@KT;F6ZalgRS+y-n<~c2R+ws@>bD?eqkg5XJ}V!G|TB
zLo?X1K9=^O%KFC{{sZB_*9M8&{mLei!P=Ar6Ee0(I#EXUFwI9u7XQ54d@U)yy7NN7
zZyM2WOSX9#rxGKbt4;XRnk%xoN+)Z-=Ekz&g%=o6Bnu-kixJCwuk}Ss*ffPJCRcry
z?9R+5Ge4-&otUD(ItB;+9hn8j*lxe$K!@MJRR54vD?ynN@f!Zf$xa<Q=^5*nCk66M
zx~4+{L^aX*X}G~s{L>imwh@xd-KFlVu|&W{5L_;?s<VXhWkKpYeDca`Ng6bAEb#IW
z1;aBS2x1iVBE(X`M692TLB9#81Dw-jc~8}YMLjwUks`#vp?vyBvE+lPuEdXJ#*=@1
z@b3mC|4p$Zgo%2n{s^LPXA2-2TZivsji1KVGfA&>;TTGC{~8GO7yi-huUojJj1z@p
z0Ewo65ne>Caz=~8_UP|eC7@=rIQBmBcw=>`t#(a?g+Yrt_Ng7~l!AP<k6+GKg{8`@
z+*+V1Z*@N>VN5QEubK-ho7bB#9!Ux37h~J`BKTN;;veC^?1>ZBo|#A-N{{d7Y`&aH
z8jSN~I*BcBT!$pED%OLZo0|u^uB=TMutbi9NBC$iN*>hmExGEyYo#7B)sf3)S9fp(
zf1%*0u8fCXv<V*_{#9dPbNjcX35)sv0q@_iqRPNmESlk<aw>maE24r-tU?A8;4Fsy
zkXY^wAd`o!q!cU3hBm@T+Cn<{OPJVvi%M_Lqha9M{3;8a9T~m88M{r>{QW7zRE48Q
z*p~oF^)`&7#`gLu*4TiQPFM4z8^{CK)WiwUxXr7Q8-vat5_D8e@1~-OFPK#KHKOoE
zt|J+mQ~-V-2D!I+>QG#Nj?d1K1)pKC<IEZ0=eos&#|T2ZQ#^6b0v-E<BvHa`?X9BP
zC;9>N{P0!F7EinN&^cS;z$PF3b^b=HPDP~#OX-OsMA_;e9R=>?x!ZwQe^OaKEVup3
zkozw_cQ8P>z@y@AJ`Ko2|Dq#T(z7hMq&%mQ2&`1dl2ZS*-6yE#<Gf=D)XIoGto`|=
zPu(w{oYShei3Q?{#Kg|++Q@C=ng-H96Z8pmDZn}guvEeTk~^^OW%YT0;cg}xWdph}
z-A^z%+%In&V_rc?pv!66oyA_ol9uC6ZIF14At>v#5#3yUdwE*8+*Bo?Vd{a6QdEJr
zz~UJnn<vTjwsN&T-@NfFe{as4B%e>~36y~J9ajHvk+qifpE~g`ptr{e14vSDM`zv#
zs%S^sAI#jdc5(C$5oUB(5SHI05yG`Eh`5wUllR#?`|Ec7X=?fO=r#XWksJ7~Dw_Xo
zCoEq+b}kqRmtAg%6kZPJpgO2HOV-Q~o>|;f2XIzkTRgWhoiIvr2LVt_D8fF~{Zgig
zIjxI~-gJ$Xzv|n-C}@_3J5$*vR#f7m#(0)I%CrSPnN=0eKyww~Tr1Boq&kOj1k5#y
z6_(YB7fYz3A%t4QmZ80xAmJtTrJ|qoV2m`8&aN9AUDpt=k!Ud1GEplDb>#L63~u-Y
zcjca{!z4UUSGoeB;g1V@zw)8a`E$6A`0RZ!aohY0PcoJ%2Ik5<nQCovDN*B-0Q&J0
zV>@gIsBJWTLt?iS`X4~}vjEY7LFIFQn^68hBuMM0&-h<Ll8uGlss2gR|HEv)Hb!BI
zLgiKwHX?tGPGX-rr=Kk-<bXbmqxy5JcXY#{<V5~>asf0P^A#{Bj#`?RUVZ6UlyNmW
zuLtR4+cRbCH&T108cN|`$#a-v*j2q1@e$<s6U8QOUH8$4oUD2pEoj&26Vn-ljr|m0
zp1#}r4T&v;KJBIm$*>CGRpl)I3W>8r!)Tv+k~Qna$ano@vLQf`1|pSc%geZ$-u);T
z+4@eW+}*&#J2gt7_7nfA`7JQCG~kB%Z#DO)FJc`2<+qc+mChfG=xHO=ugzmcgSa}Q
zQ$oz06O5AIWTQqExbd?!<mPn6Ud4Vav8AVRpMOD(@rGAb#ewq5OoY<WX<8;vXGUf3
zIl`4+cc&%}D-O0EwUi23XyfT;zpvdL+ZBVPwLKAdm^B)Xh${uLi`Xu}f|-hLG(crh
zLI+F2F<pR4b3Vl{e;iMo7@@6*f^2$5#*8-OeRr)=Lj+91xb5i&O&m)=;TdQ9PpLEW
z8GyX@4BI)VxBZ#Cqp%!po4-~tUv}fGKUC|{gZ|&MeW;3+@3<s8n#s3UK=?TdX~@8f
zWOL5!JYOb9*`z{Q+Hh@08zS5z?czd}iS$CQ${=@8AJjTJzC`8KVRmhzo5xyP`ny*z
ztPo;QJ~A39=6SFr0)^ITg#a{zDrX_Z1m1P2oDyLbd;-NsX=YzR5$cnKmnz!hOLj$0
z_3GL0hx1#r`xrS6*?>$+(lDxgK{4@*@%6`MtVlMNToq$5om3GhRm5m$KUxiT@;+op
z|D2}5|5t0oqqFu;A@`r%6E(iW(do)D*ZGnLsqKcjf_eE$g<>5TGsp~0)}abKSD8V!
zrR42~ta14YhJ_6WnVaLN1%<yVQz%`-67AI%&e#x&wHBklsASi!3ro!~uX~Zfr3c%v
z^a@SJwC9r7$7focXw|?_mTCi~nmCTMqOxOT+|i>t=(QmUi%$OTus6muYA7wVZVJ=2
zgnaSCuH%@lS~5hBiP!60|E*?kMn_3Bi4iV3EAI^?$Oc&WKl?s@-~FU!|HuyeZxmN>
zOylZL=iX5p<0FSY12#hwisQiY!3FA}(?2}i7}uW^hIB!gLO}5Y`7$y-U7XkshZY7f
zNtz>ArmZN=5^2=w3zf_y!HW6ytI!YRyT6J=9U{o1Y4opLRqjTus7tMa$I<F7iEInI
znD)L=xX040n=NY=(_l$!h%@w6Dj0H-$C=7iOrR;f#7?^45nK^(i`PyeA{iN4-vh<a
zOLpMY#`mw6Z@NeA0gM-~24~yNQssH+<(oo1#QxM9xQz;WaKF2#zYYJfsy^Xv|F?t-
zBOi|qE%F#UfaTE8NOe$Bip*38u(HxX8YAedXrHyLs%Q5X6OH*6qXW~qxGp9k#>q=(
zy~14vbX1PR+)nSWQSEawDV9-c>I)KPx&lJCCUx3KnFXp)_rlS6tLTrRU^QA^f))&?
z1OGJbRtI_)UA4rgx~`$xcyLbk8H!T45)BgXW?JItCmG`;{$fDh&96s4>;9_1G%c~^
zUw+p8>Y6;PS-Y_b0J}Wx^pL(enA-5+Due?C1^g0ao7XL2@3o-SD0<+*n-}Mc2{nK=
zR9-9jlI}%oaN;=Zp2~4rqLU#add9s{!bkMpGGpo9jH8#)gjee~7Pnoo*ZV~1an*oP
ztglT3Dk}`NP2Rcp7)GUI0Kk_uX`LjH{ij;)^}%Dk(`&kD1c307Me026Ufl4D<+5}9
zoIY2_pjX&jrdvd1(NdyjGo{zW`kL+$3SxY_1_<r))}dR@R?~_0!LJC~nyp*ng96{)
zmIw(c*bIX^&j&XfY>~|RPXMJm!SI9`wp@m~X(tkMW%2__-V@a>wl-K?Yu_ItVqSBf
z6p2qvOhiI0VSbj^PMIku7Z~*zCS{j3A0s{5XhE~i<>8^)PV2ZXvqy$TX?L(YDlKPI
z-sawPdDaVv@XyI!wxUk`c-IZ~^({xid-diGvVRQfTbV_h&c?T!6_YLLA1!_wtING^
z`>?Xlo9eu+ze@E5@zWCQO6EYy)%^3<gRoxduZHI>yQ4$O$vVj}V-I$9T|(6Tfa5wF
z^EJMpjghD49;_REFuC^Q>}d-pyVV=!Z$k`R>4F}Y-zQN`a1tTa-O=hBO(%0(5vn1#
z+Z#v$uSv$;&huowJ+=p4PuD=qU~XKk&HCe=nO>sycR{}8ZBEQ+$7+9W>xj9Kyn@|1
zkr&wOg8i2Tm(#q9`+XPrlL1SM^AvTatMjrf>gyk853Yx?3v>-N_UqR%a?s|AimfkW
z5qvxS^2yllp|~v%seLwjRc0OcHwWiq1cQZ+%$41W)<~jjOuCILqkT3-SXVtLrs{+D
zFz-U1XT4=^29ZJc_WrLWcXQCP1GD6$_epirVcN{?imQHtw-&+4_qHL=a{E8V+lHy<
zQJ?*>FQ(k>Jl6l|>#PH+OxI{XgQ5b0G}5?X)7`Cfceix6l$4ZgnoWmvcXuh>C7nt)
z0@8IqV&=@8d+z;LH_Cp$@2$0--+Dmx*C+8s2-Yn}BY-XqAk4i70T3X#z;1Q*KZuM5
zG)+bG23Bqb`tX@DuZjU>X>j@-ex>@WSTjv9&!l*aq-+z?wNhFnHkO$ma%*6J=H5$*
z@^+d!z@-jHJn&UWN+2UbndFbn=bdySJO-64N`<M<ptN4G*eU^W6zEXQS)K8OXal<F
zoP>3!Xc2*e?|-sb$x>{~Adq`KW&YKFLnN?;IbwJ6p&i_9^d>aHi4Au=*KAw^lfwZY
zl}n<(LKYPy<`Q0ItRJ&(+25+jZPN>@(bZUY>zo8Zx^CYCtPse4kjNe4b9uXPGzPp0
z%ob)F;{~A*qoHIOK@q|#YgdQ;>TM)|n%D%u8IPqNmCg{{>FjQg-SgPcSqJB=?ns$t
zW{)`}hML1ez=Auw;lKlmJpRz~5xF1c3X5qR5DtT$jcbwR^(2r_5n$36vxc!>0!}Z}
zpH+%Pl{383DF0yCDI{Epsr%y?4)|GVx7A=`R!fU7%%<xn%BqcL*S&;5jXP<&R3gsX
zs~Nzn8$WsU>J+meU=5@@{l1${+s#4A5zn!^JygYcYf}YcvI6<m<T{Bav|1EU|M9eV
zKULAvG5|tJWvrH&eFx#(vxgMFwyru(`{Sep$uKP$cWp5JsppLhzm?&muQ0LhX
zZ9?5&b*@Uuxdg$Q)WqQ9UW6x@tM#OLDlDgBr5m5xIg^}{?PQ;wuffzw$wUrKEyyEV
zGnz!;F_aWHOq{P-TTZXK9q4m=HGe)P#4-$*p;=Q|2>u!?PoZ!wk2(7KJR5m2-z_%#
zJKbB+14yH2)$i_$S(c@Q=>0%uKciT*8eW!`%A2((2bak~^pr&Q4WMglf^r!_?GVik
zKVb!xqG{)j=<luccP6&<+37U}Wh7Q*9VHKN=!r(TBnGt{v#Z=lS6=oOy}RE+-{q(R
zPPPly)z;rI&)KEl`SXWE-qoCOifZ|X@$<!6L%{cMt0tsBUSEHSH=I+TfsT96JE0z~
zY4p*Ztrb03d8sM4JLZ6uS5rK3@V!U2S*!@F?21>kG#dWSawlq8(G4x-(N4M@WTU+q
z_>7p?6^wmSfjc;7)v#dUr;Kg<9n*C36a|;niZq?q{i9;h3w>PI2n4_)f5m-z)iQY5
zNrTI3v7o;cs&Kn*!SPQEZwnD$vC3nf6okWFt1}BKhz22+LoStHM?>hdJ<Gs3R&G>u
z6ivY?7Ljo5PlA?#!rS^kV#PjsQcaVBlO6w9ZKj9Kh~$LsCXFrkB&`aMtC#Db+UW#E
z$mTK(IJiA;vT2X52^5Zk@PChNlGN<%%*@es%PRg73^i7E&yyG+Sm)|ii`P;AfdEcp
zkLF%137RJ=An_t=Ao0SkpMIGL(~Q$&M$>tkSvR3(#!v#gd5sBw4z{;4pP{DQy?_j7
zFg6&zJ^tOeuVt%ZZ{OGT>b29ggHCZlK^gXHY=BAk@Xg)Yci3kQ%(J)+U&4vHU&mPh
zjx_8qFczLRO9L!^0N6fb$+qV=F@p`5{JxN9ueLPQ4u2|ZySUC-aj6Pp=~KC{w%lLZ
zAm0F(=MsQ<O#TD&D3-sf?n+CUN`e^8agmv=i;R{V7U*cy`a(|Tjd%Qokm5xJnT+~-
zD@8T#t2;siT8nQhe<r&cYh7M902X3J7oqbwaCnc7asr3(7%e`sJo~rJc>yg8GXU5)
z;NT=8$7~vwq>;oQ#<TY6?h}XKSSD{K>bgA$tyX6iIWSET?hQEUIhRR&wmD~ObfFy2
zO^5_7=ZI6>3v6DCAAak%Tqpx>D}MHaO{OPb&dn#SEUaitRLg)$jdcL&K?IN<qX(qN
zl!npbo&oZ@V}PzW)^A#=4|g_==gyXbtjEWq201QG^r^7$S{$gPg=UrjQo9qK;9Hl>
zDKXknbzG$VRwE9|K~xTkOttC3<a>Kxf)o^LkvL+DSw?>~&;Yg|PFGY$0#dVjEC5B&
zfWw@QKjDPzV;W=ANW>;61dPTJS4wJA)}_+0k@Gg>;nrHv;-Usb{DM-PgOunRo@uSU
zs8SrV3k|nc=||ann>9biucW^>rvhoDe@RB@2Gxgl5jGWr-sjm2HQ8I$pL=x*2jy3I
z-Y&%IoSZ*-%Nr`0)gA0=JkNZ51N_ah3{b#8*Rm5O4y~R8u&TstUgQE%*hXHU)`v(#
zn)~P1JO7dS=v=L0y+pOy==$?#V1^+P^8QNgK?{Amw;bJw96Xd{Gt3uB#(foQY&_th
zbZ0=Ww4;&A#B<-IwQ%oiXYz}qqzOGSyZMOPf@VmLDJ&ek5%e;5R6Bx$_M=qd*k|D?
z;p9-7H?ddne8jgdv>}9s<;vObDg@zn$ciMSwW>o6Vb6n<f?j~Bg@1R*WWA$iPzdP#
zlDpF%0a<Si$1+8k(b5(ajtADsctrNG`Z~9Mz$|d_PyqlKA6I*^ca1fwlnh*~GWF&m
zFQz%ud?rnD^MsY~^MY8Tp+stxIG;HMeE~w~6%o|q+@!g^y6cIXP8^{rkrnCXJ{zB+
zyyY72W&WJI(YyS&?GYx=hqa5Qf(zNKP#&ed``ZIY=PDo42Hrob$Mum>jARUnf|EMw
zSz|V>2!i1qg5we~+F1KuiWxG@Yb^%RytiM=XZ{R<vDelbG}175K||9E?-tO<U`%O$
zzUG6uC?UlMv+A847Q3Iq?59~cZb55Gd4!SBd)3IC*c)0N-b`<NPLG-+)`r!j=r|iu
zNAfERCz;B}%zar?WJwEx6GpWb|L)yZ#mXgXJw2a0S1UNadZr6?ES0lqv&3K{F}jPM
z6%*r?4v1NE=>(*G0PmI&5mU;mdsI$>is>P^BD7W{zo1RchPT=r8_~vIpnUR*cjX=v
zz>ECajM4t|Zpr_v7MtM^tRK$$uMtSa86enx_j)#^Q`sNYTsW<Clwmv$ihQX0R7eAd
zbHT*kKrCS{M!m(0=I2@m34zoGs;sV!(nS9dNi+K=$y9QoPor1C6iw8qvIE^xW*zOy
zz1cnqQB9UsKPl4Kn6aY^XIrD|6BEu+%$Z{?P^fI4*Po$2iASBVL+y7k6L$;YghpqJ
zgp_5<(8NZc6l{Ns`TcUD`Wh$d?4V2&Ve1KV8B;$<qJBb+o-6owq{Pxz>>rMHekq#M
z%l?XZ4E~>O2?e#BdhuE_hk1TQy9)JSou=UZkW<5f6lAXy`k)+WFi$20V(`vMuQ}iA
z{s8XQ|1ZJ!{txa-T>c&-$cqX<?#RF3ENLs@t|3udF=$m7TsDpcS6E^?i2IRM#Z`y!
z)N#tm@0Tz&v%!TZqh3lCi4q+<uQ4dP6Ro1=nSAKB%LBDL)SpDuu}@rZ^OUQ!tr{GA
zrBUyykPV2|ZCM9xf@kE{x*Gj@FofFLm<#jc%$Sh_tJTwpi`Zl&EWb9`Cbd9mbVtA8
z02|c~g38er7Daq~vEh=r3p7yJ#8gqqSkA5#SwZ1A@b}1{wj3ad9gC3$@rntOR(<{b
zl{eAYITG2E<k9-BE6P6PmFy$sxS{Ny80i@LX7D$RGRqP2I@3ssk$CJMNCXC(n4Z4|
z<uNAk&L#MS=ff;Ht<Xz?SP~asqsCx6#mpt)FJaKvP>}Vz5PE^L)|)-pCP9r&X(%kt
zG!`SYM5W_9#m8<0H(5XYK`3JMnUd5pT1tKFI`{=5g-D($qDI<S_bStv1$qGMQGewa
z$skKb9$J9QdEN&xrfu`OP<NN&Du42F(U5cd3X;Yr=5>saxJ`BZAv!6RxvtQjpg7ic
zc&@tYv8vu3Me;-SNZ`-~tyjL7LYXb@bAKCD_APyzf{F^_4mEAUPO}MJxj=av#^eoE
zX{$($l-!{PdtEV?d40_;k8&_E{`O|SSk>!Z*t2`7oznf+0Q~1Q`PW<FoW|>l_naR*
zolO_TP2FRxriwVts+a2nlc%fT@M$zj)R|7LeDbg;69sIKKyK<`L=EMTYYVSYi2Vc)
zr(>Xus~$*Rtlli^tybx0VQh%GWVDBjS;P>sH>Hwp^Cb3C7#ER8d#s;JcTA7EEEg>c
zG@#j)4v+3(s)?>nRUSPN1m=<SGuBC_=0qL*r2XEE*L>O49qwCBJ~pjH3p0&U$<E8d
zTj$oTe$Y<^aO#%det29g#e2&&n}l*L*0xc*4Aj{WsLmwy6PK0sV?#I>y48=;tF$6Z
zM13`I)axAz!i0(HN*2oZMYAif`%#Qu{Zk3QTPR=s)AoJs9AYHH`6MkWH;*4*Lr?M~
zI>jUJDZ<C!EX@c{gb~2WubF7&CrR+J;!&wz`jL-uA7XyXc{wrQ(97?!78Nw!uA+5@
zXP~7irINo&HD*^JY0XtJsBRU!d5R@n(eJKkrf|-R7c8LGY7hi2Tw|eBpna~_;L!Q!
zfp{xyrSNaDH4&V^B#h<;79#-zm?_L9iC*Y5swp1j7k>AOx1!^@C59`5D|{&edfF4#
zG&piD;nOstI4}~Duo;aEF>VWG)A5x4^<oys2d&xN>yuT(_W2wR0gD+1v^ssYX=c2~
zjSZ9!FT(p!de?s{Hh52r<98m#-zbZtK)AJ<=%>M$1~FPj9;Da7f=kng%=x>Myp>;y
zO6%rQRP?q)+;m8itK#_MSyY)R+&s97Yp|KJBd8Q7ww(RSA^XHq)Mx?U6_)@Z9P!Pe
zeYsAd-JoXc7~(NMO**_rrfRkYtANp-)Tb}I#slG_aX3(?SP8q#m*ULPaBTb|WPVQw
z<BKiQY-%D{J@RP<vf~Zw+zeYVY7NRJxGN1rS0WtZ$92WMVDk1O^{|t*HDurlNJ(Nh
zEqR#y%Ey@HNPP9Rys!eKHz@Emj?b6vaLea-Ktt@jF-#>vAAT=9Tqe@)qYPGF=L%Om
ze<-ScoHn4=zlK7Un14W7JpIOK#GWirTo4*Dbky)MdsxCuP=bGHN)osdM2)JQEa(v#
z7ZX*<NV-z^)k;c}&K2=XpvtaNt7>L&8~S}kOIKSQ{w#)AM6Cy%WypLw)~~n|V9^6D
zHC<*7%J_Edyc8#qW{R+FCl8Y^CS#u2k)Ya2Qa-9Dl`vZ708{48tvAOnX)8hu8VbWV
zqc?x25urtjfR5k4RMf55b*N|C11b1nZ<((uFx0(E#LHZxC&AQ5r8}w_6vg&jJHxO<
z1o=>N+G0JfG19_G`dFLtU@W*7sJY?W3;GwTL5?-Zh!pm_+VIgRd3aG)K%kwqOlIWX
zX;FoDC}OAh46`LvR_e8fSx%;gvn7nz+Qa1mG<mwcNO=m#bp!0QW=5=7RK9Nu^Pr-%
zCS~2D@~^i-A~shc=GdyAIkJ=9h?A_HWO=l6BY4Fb)fk{L#|X0U+shd%kEXknicvRP
z$@A*t@J0(-L$Cd*bTU<isda%$qcVs<FLk?Hn*2d~fWAuBZ=|T!r`7G%-XmQW?ut@g
zo5N+x8ilr5af+$kp_T-MF0Mae@cM)elX{stBVrK*ScG3k!%SOCNd*cOt}iY2NOb#0
z6^c+)TN<d)QQj+-cs`K-nh<w?@UM}$+hTzug@zqk&m@hMk_I_RXtS&g97lLZa{%46
z9)#a#=3}$BVr;b3rYTd6rT&&62x}i4P^Xo4fG~v`R4mU*e8N>EFOwCqLY*u6sv1)u
z7>5NROEW`tRIisP(eFF1xvF=2qdW`crOf-^DWW*}V&ALO1z@(uyZZ~$7Y}dHF1f`8
zc&nI1Rai%<%MDPTzbbl(hbLq<!FV8mLti5lWTq&Fy8YY@*3`d~5o6oK4%6Kkum^EG
z?IpS|X(FTgzO=>kiL?ZCG+S6|g<7gi^u+wXP7fr`-LLc>XUYAl!0`-VtpPghw{Il3
zA#E73;m29oIAcaP)4Z;sn#xVIT?4yzqc<86q#-Ok!6mINV=%KivCL^Z5V2_zD!n|u
z1j~eN_9>c=&~RnPxtCZgj`1s1!X`v4mr^A{=y_-aIfnK+zOwWYE>8MObr7cMJqe62
z9av+U@>CT&z3q*GleuH2OpAT8wcY9#gabj$UY)gl@2{0V(8tRr5dMMHr)f{6O|rd`
zFXy<pEU#1^Vn*Fm<hZ_rlV09m)-PBA*3tZQ*xaS{PT#dtU4gQz#5c0f2MOTpVSu?l
z?db6Yu*(0yzBdHzUjAqLD}q{Udr*a7WP(y6%R&d5#J*;iWQ7X!BFAN?7Mco()+&vk
zm>4&)cLz8rAuLl6SRhGT(<-#D8B|@F=2dHg63vWuqLd|RnpO3B1wgtIq>-ucE|B`m
zkFolBg6^>(ZSR!z>^1(e9|*+7Uzt8&^K~2IfOSj;B#&i@hBDY~p?R9&pLH>}+bMrU
zoz;H_A^0z6EI_G~yetLr-VLn_#UW~_JtG4uTbhVoxWrN=lBMC<4ygQ)C<>n*UuBR9
z?^6*eQV>T2?o^*ZUiW1%40mNPTz6CZFFaHK2TQ_ZT}%Qh^n+}qH;;Z})MvBNF9AJ*
z?z%(zJ=xug&{lyyy(xVZeA8TPTX6mtrJLmUj9>|G@wG9qCp1%+H&guGIL25^-`<-j
zy8*+!)Cs&3=9WVY97D>*a$C$Xot|ov1~<9)#VbMj1fnTijth8<-^;JE4%Nxw8u;GI
z?krKO;4zihZSWT66($)lQAT1{!+QAZ<WYD0kYuJRfz=Y}rLsif$zNeHaWK&+>lQzU
z(NeUS=2F;8^wv?0eos~mUKzsbTME$s`eElVPJ{8ZbD*3mNYpv$;ga-BFMj7iH2aG!
zzN?Yo(c9X)1mb-E`0!w;F#w0;E>j`{d4^5uEqQ-c)Z5k9LG2@j%Dwf}Y6c-%G08E!
zGWZl*;dT?WD1PGKq8s1G4Nia&OJ?kB!<E2kQN*a&sJuEWbVUb3#p+hRJt*Eh%@tn#
zN(C5VLJfV@pd=w0iT-TykX%Kpifr|IhMt|_PE?){Cb{>HVcn7OrUNvpdl>v8y=-q1
zbj36*Y2nUBN?pnVKhslF*y}HDOx=8z=eOt!vv3>8Gh;5#oMa8lYwV|Kic&%iw5PeS
z#F<RhesXUOK0N1no+Y3v<`2%N_k{qj1^-jWCx_0+=ldnzcsVN}bW~aF3S|;}nl0p;
zuBbQ5<<5jZX-cKrk2>3ql<-yX1vxt=te4sT%CMakADIFzf)CI4l<u_}GVl``d^d1<
zxS;sZOPg?a3RDD%7_A^Dq6*v<;|V>s*Y>ceTd#wdg*nkl8K#)5VPihWW7jROGgN~s
zFsORmdti1?Kr&flv)$qyFa!M5uTXT+W5ibGS?Dw*V$rzz+5^1yZP1pp&EpOB?oqYW
z;d`&s?&T=G;lEC8aoqhVjzDD8eZ5O4%9|s|(oiAIjj5Q$lqBj4m(2DNy+5<a$!Pf5
zH}g9CY?2aftk4jH;*eFGYV45x968^XW}!BFfBeJ!4MF7Sx9+G}v9!G6HS~cW(GZN*
zv$vPj>9Q58tbEjL3G$JOv$RCjay-{1dtb?H<xrTI>$1Dc3$$@G9V{xq1>&NaI{38y
z5~gMns${Hsl(`y$Fh7AeO%DC6e39~_3Wd9|@nSl%vUN*Le-p)H0m8#EB<}8o#Q)df
z9C#Za4<-r$FQi=G#TrE5HGj?}!9~O^;S(L>FUB#P;Ri0AOPV=w6n)UKY{p9|7q>X3
z%*x+U=UUSdXZ~Yi5ObjN>Z5d!QJfl*c+_saNwAs(sHjFz&sd^9D~EQ_0Ou_mkFmwn
zVEuSrvUw4zDNn-J(MXqZ^}*5Vqvcs{BHB%;U#@C5DGe?IVP6kgtUqLU2F*ENdmc7Q
zi%#B~Kva%gVqrU~j&18#K~{J5cZ$2!=H)}lVeAX-f7fB%(S|2c-ADMSxMs!b37=ZM
zgJ99=K!()9ZPa^Gm_^Se;HWC1DdXQ{F?WJuMm%)S)()U%D2XGAZY;jVp<-`r%eXIL
zpe<uxNSq?X0$ff*Rbn||6Ay);AMzSVw<V*_IsP=A!<&Z9THB0P)w~|Frx@~<{~ECs
z-@}{<mu~TTwqa1>s1QWw@fNCw?4fS}+p9e^$VTnH<Age)yYfa!DCz=#R^M2BXfE;T
z-LnYS?}fZzx)+%Lx=GW?5iAhz?ESNvAoLp^@U<Y^&tcUqcJU&gsEs-0lTLN~qImzL
zP8KiEML{6V3d4?(RM_yu)ZjaWaUVP#Jgng1{S=b}WN&CM+Z(_lm^8|gUtz}i93>AO
zptH(M=(3t81&3ba>A)m>5{x#m$+4F+v>!LY4Ev!OQB@9GABnx)gG3OH<Y?Or;{70t
z-zVLDyuxU0k8EjrS+#S#QH!l5AX|?2uDadsk7%?EqdhQCfF%}L%$eJRQM-WgpB3Rg
z;Gf%w_hP7^xT#?`Vwtz%Hfxc$&Ibf|ogTMcWX41BEe1WkfLZkClMBf?_nc*3`>zYG
zAyy^buKPtFe|Syb<*+sDNeQ&Y@cCSXE*M_6y-IR!{~781_2v(Yhj2el?Uhn7eDpW>
zl!0-*|Kx`KP>b#Saf?o~o78p$5D!hQ)4T>1(K+icyG-%iYXPFjh5{v1Zl+2+k8JFZ
zL@HE(#3t=(i{tMV+DSK;WF^f@V@Zy9y@8U6H)lmH$)<F6r)VlVE(z4~_YrWPoZSu~
zVj=|1BCGqjo+qA6d#>3&(S(=VK`NRoG=b?!P75~@I_wrTS|Y!<7q>&$Vg_A|z7gJ@
zZoYj>f7*eySbr31eVkijNyF%Vq0e@EIP@65XWM&bOT4{pjs>7;3yn27Qn$0X){Rbk
zur2k5Tb>U{ACNUI({#?K0Tlx5)0<9Q2_T4bO~Z<}#1g9fAV>GC;sMd|MQg@$umc9W
z^-^qCD+}a-y!JacSf1PVEG&dboR@n{j*IS{1TO8#Se}<``?Tlpx5l0~9}l2W-m2Hx
z&F?z(lcax_xgDD}_Q<cw2N1oAA#E<gi-7qS`{|@0%$D0_-2KZ<M4fqcgFF0B`~m+n
zCNM;wcKr=x;$00II#H`vE_JaDo^2u;_XsN|$A4TSbLWPi7NJ9nISyOLCWN2PSz#-G
z6`dF&gMJW(RVwp(y!yHlBJ(<C${$p+O9o1DZ$Ai_>e@^-vRQJY3%rDDw3`j%o+OB#
z_6MyJ2SHvf!kd4-n!?FG=^;N6nPr(JQ{>G<{(RNOMp6tLu%1XLqv=zoJ5P}TT6x|n
zvRAmO{MAt^d2g!H*I}oP6(@?VT*kY|;1m1Ep{9tzZVj81`(30pvB*m+F8FFjkGbxk
z=5r2Eg6-mtO9^f9m*IxJgz2d%W`Lt9NpeANvHy6Ji~rVf730qTG{&NJwlp==s98J^
z)z|;-dq50CjFTB|i##}_s6dDy0v5HiO7SPGEx`Zj>eitjza`1a%DOsR)Fw&4z3R<b
zAy@r5EI@iQ>nkUR&T}z^5Dl&{ZV?w0!LQPB9p8KK8v`K8&WEe7g8J3o-5HT#u8)9Y
zI2?faOb?g(K^$i-1)moHU}PXf+tZx_#d3PIap}5BuyT9qCq6nho7Gbk8nyazOK6$?
zXAVr=`;G5VBC3yrUj)e77Zgke*ij>BZY87H7&1t`!3qt<a%N0bZK_0PA1UzngTt6G
zgSoj_6048$5d9D@>p}qvOs}Ss7G2P&PJnzo-QyEnwVSH8a2=bNs4Sk#78PmcwhW@j
zBW@jpXZZagh~#BTuezDeQnsGg2YhoBpSQE(VngK`tnLw@pr4Tzab*}mC8*dE+|c6h
z5e)3G0L1Upkt0<ikVtRSv!73ftvvU`;<Fi?$2j)o5~u+=0VkfCGnz1V3xlk>Z!qY)
z8hzrHU36D;8;Mv3C0Cr;Q*yUDb=CvUsc71;u&g|=AuLT~g~(N_b!dAMCp~VpP$f6n
zK8m^>eno>nvZ~7nQrq*1u_z$FPFv$_@Yl~LGusA7>n#F;cd_Ui(+T@R1b%uu8>0F3
z4rx64HqW<|?>AS*wC3iMuVG=t>9c#zm02A(6_@cXbk0D30Z=+I(qct^h&d3|d1uPX
zacmvR7|-0L=>qG3`*zXl+w<v^71gs6w#9}Ue@~KhV9F`TIXJ>0_W`G@?!es|LYtGx
z(3_s2n-BZ$_S!CnBeBiS?N$wYrSpzWx5sPc97FxL^Yb#5l~EE|KX9?|7X3on?|4lP
zQZjqrq#rAh*}u0Zw{Pd!mqR?8oX(@2dN8DKM^U);8+kOQ4y^oH2PDRH-vB{p_orGS
zjk_)i*+7d0<FL0j0J<oimFl#A0fcW_e*MHN$ZYhxln!vCCRj8&(xo(N$8rHX^1-Tn
zEtJ3+p;}GTnk(qrONXRXY8=UqGZhG7h+FNB#wq%=%~AJEY|SEShMvjQVC8_bO*SCH
zJ%!L*;zCD(2J`GH*scyhj}$$g)r&so>J$QZgHzKXr0@=XufCjzvDV4u5my<!oS+o@
zgiIK?_lE1`P<f*8t(ZZ445wUsn2P~#Z~g(>5hDw~iw<iEpN^5o1ZNz3rWe_wXi(C8
z4F~gHA4^u~-i=mZV=>Ro^R}HVLfn~sASKV@`l367PLt!bDk0%VV4n<4G%u$W&&M&~
z@yyRnRhk`tej{*kL|LQ#X?wzwG#zM$5V?N3F%4vhh6sGN=qd><;$J=9#(|jp`r%QY
z_8@RXWfb3L4gevfmj{SUkd1=d^UaY48?LxF0+(nbeI<?ae254-p0N<1>c<#UZA=#m
z27JtLycY*|mFDjp>h>-ct><c8TF>Nk*pFq;7X@BDIFF$-E~RA_(_4NBvB)FMm%%JS
z{adNs=0*=o!KW)!KcL89bUwp%KauHl+7HNHRMGUvr%RDT!*}h!0hsfK6`z8VYb^yd
zPvtqljofwko<TmNAC}Y=I<IREz4rd<>D1E;d?M)!g@uJh{aSrP26;kd*Py;7X7;_@
ztr!4+tv5^AmjN5w#)MpU?eDia+x!t5e|awlm;mU!=k;95Q1a2%OcicoVjq=qq05hN
zbvnGuU4L7WZ}q9}vIwP<c#OZzR3!p&^uVXwfluY6*tSi8fV@E<XcsW-x-9y#XM^cq
zmelPzCE_NY%-H`HBO@65mOz$l10=aJAA6l2E!LeyXiR$oZ3o=X4RZjzo~)vK<y8>1
z^J%*Eq7l`hi*jbPJPuNfG9cNZzO9V`(WXi1%~qMjuDsi)fL9H;t34=|s)Fzn+XuLL
zg2yCzmA)l+T+kt6$$q9&w85-PDw9@oE)(X5^hs-?FZNH+IF)(VYq=oED`m)Ib|;vr
zeTyWMu4PyDdJ3=W?(R~X`IBbWeZiBui|pIMdlgM0D?~V2v2!35?xY59JdiWWJ;0kY
z3phj>D1=leQ%q_f%r0K<Myp^R@2H(N?cey%L<2TuDh1#_{*GNY8t`!FIAqyoWBz@Q
zN%8@h<gfiMd{r^<o4|({!&kTZcQJ;_g}`?F1F$XeJm>y&zdV`ySUX)!ydST|mRl6o
zU%Z*l`09LKwh^d7%C75kJi=`D-e`~uv8A@4v>&PCnNV;^O514Iaf~-0io%jid&X}Y
zUK8y#telDSB+a@x%-}$HXz4hB645s%dd35KEi(9{6pK>4xmHCq0T)Pre4^Xah@rY*
z8}TGft_bf1*g|Jzz+kB5TB(S{T$}qhvU?>$2aT3zB&8pMYzyZH8P9u1Hg)Q81FGEB
zC|o6cxTJ(A2yPr)Wzn`7??mNX<u!3G8^#x{c$mg0HsLgXX=Fa_SRx}M46Qhqj-^h0
zsYGQEe=}x>-+=6CCC^=@q9V%3kuyQGhM#4b80W@#Df9Z)DUFWPr^9+kvd?1Ho}(!4
zFj2!X!g;x){U@c7Mj0Fu=PW##BJn%jt_^5hA~T)a+aFrej{K|w7Moc>p2kP{wDwBk
zkHrpKZh=nQSy29#e_tBc{=Q5-0DBT+9-M07m=97&g1F$68bz2CMHl8qSY6$-JQ7K4
zYAfn&S=oyx7SrvqW2alG&!{v>)iL9l`uJIZ$Qkn>fN2ve{lct%uxrW;)+NC!jT@wi
zGU7>xYz?KO!nqPddDU^|eu4YjN$ftpYqikx9S9$W3TGdMO77sPy3qs&mtf+O1|h|B
z^g#%6PZ;Ju2}Hb$`SPA>G>GiPh=xGS&2K81FUB#h21aJ8UGxcu<7ByW=_(-HgLE7n
zJl;`jtK_c-Im+h?uCI;&+t1hPm-nfBT`NmGt^Y+^I*0s4en~|@hI?MfZTXFvDS_iu
zi6N}Gi|%DyJQwA#G-=S&QM8ZT^WutuD&s3QaGH2DLUG9oGMdzZ?aJ2bs8|RA#E}6p
ze#_?Ms7Eox`bn73>H!cBORTD3TJ~8f5UMDMo{%om2d@XUCXjdOHg{{z?TiYDxe~7C
zPa3KkU|D0R{w)@;r(NLiicC+K?0_Zx@B}mvq88j<kA?zEgX`QR$wFD87oQfs-tSPm
zUsj~*J6DcM<L`pB_M)vD0nch!j}K<tHfLUxCc3+*6fAq!K8E}urV{8+^tWpNP=kuv
zYR>E`Zf7SCPmVXnVET05;$jAzXHgOVx+2f3WZ0amIu*Ut#Zgz=aHQ3QrffrbYSN5c
zrx!@Fj5ud;^wyO5q848}b^7vcX+&2=^k+RCeg%BuV-}jU@FCw$&hi(tTome1UrcKz
z*hO@%?&W1TT?8&7a0+1xPFSBYjM2a<h(}*Nj6~WfVo+x?&x8<NbxR+Vp762RmxDN;
zz+olzST;!1J!OMnX>9F)B57Z!+BU5p>laJrrn+}pCXUvN2YTa<ls!D#zAH@2#kt?I
zS_C<O!tZ|<@84lwsZr!YW>;v-pg&iImT+;#PgbZ@%O^kg!hdAccy1e|4kv@wJ1HXs
z(<@!vS7!vT8z1r=tDLRG0uZ0;C>c$l5--zCrC#e0C5P&&VnTfI;&S9qFirO`#!RSw
zfvI)Ne|H}7ys=p|v!TdTw49Y6$u`3+iz^1_c2E-^{mvfsj9b$*z>1wD;-Xun50lyC
zhDQrQ&);G7xY!`+HYzQq#lr`rftBX~SxFSu!V7$#JJ|F-T<t%BT?*pN2wU_8{p;NL
z<!xXaMudK_UA=~6K&;vpms&ayWH<^dCc+^IbW9>SCr<Mdqj%bkv=KpTSc}Kh!!(s7
z*(sa~u1QFOLgF}ub4}ARb=_51HPW}tukx?D(X<8&elA#Rp3CPiQ>j)G8leP*3T(cY
z$BFdKH_?6iu`k|Dn6l5i+(yITF#YLa(^H7~8}wH{r{W{9<?Xpeax<^>VQ4{zsx=?v
z1eIYQ7D2@OIoIMFN8JCId-)g-$B|6D!~3WaP@|+Jd}fnd)2_oFckfC=9S;!CjZj6B
z$zzLLQ2Z0fnvYRrGB1|;X_}D2VE{4Yc&}AiI7cV-V$>i()?*GWlLE=tLViY#VLK1v
zy6hs4u8tp1xM<=XN^^bE4=#`GUCxlu#%N*2lCy>RX&XVs^F+0eW?og?ULZ|i5XP}s
zC<oDPLGhRxsGkV#c49x~=SvD(Sb}-<Js)c4(hphDR4g0*DQbA!BNBfJP<D||I>-X%
zr2D>5u<0SKtcGu6#M_g?IY}j2j8-R2eK-;M!cAeP^OVt(0xh8zClevp<sEfQX+rY%
z2u78B&;Xb=P<GFR61P)*Z}`dh;tUW-X^NJAVXw}d&L~!BlwJVVjaf1l<Mha+KyJY1
zXT)FplO=<Bu>N)Oq7A=pH--4h3Ud~}w_?-9yWveE_S};@naS$DCk_CW-$iA2(;@f$
zmC+~FBSaDTHBd}Ms-H?Ldub@4_jmQnpb0)6BBTKuSz7udCN&Y9UM#Km5#krh703Bs
z1u>zyApFg5q+>$m^37lOD}54nUYa?Y`2QYR3g6NSJ@)^~hY<0jK2)PUFIM?^Rc!ti
zr9@XuFVb#pkjM7(&OhO@HuXn{`KvGEbH6+)kq@BFXcOSVQ#@=l4>7+w|4He*+jm^<
zcw)8McDXoFxbYZ8RR)W67KLJp@3ZRM9{nWsOOrl9Nf-jP8V5!jc3k6I{q?>j$T}1`
z5_l|O3|LA<ipq8)h3vNZ9A6|E`x94(L(T^|RSUu7AoXlENkz(h+3E;kwwP<j#89J3
z+>Cq_2jqm0aus!-baY&RmzJ`_3TD@e_3^piJHr2)ZGY4%#ZXZ=DIlnEs*JGETs|wd
zz+lNnd8~C;8Vk6g_5xGEw{v#57E7F~r@nNfw_8h`O6UoJQYH>0sY_>qMj%Q5FKy_;
z{SpfHJ5e}tbrm~AWTF%KW`e7zSaiyALUS;**{S)GiUV_r(Q&d_M>G7fIL@awzoJ*k
zCizTykJN)2H0y$p%K6aYILxt<+^5MDYzY6k%O6VotdLQB@;Ei`g>X6-o0!cLc0}Kc
z%v{c+FM?c=;xL_4YK}m6z)nud4L-*rf6kD?^Q^pDyc7~lSz)MP0zwnShf}ym!lG!L
zI#o=+TW=W)m#n2yQa->j8CWRrMu`hH0$F33+Y`PeXT69lgT#;x^O)*k7q9g(?5u@{
zI+6xNQQs%^z4N%oSN>V6bRUoTIQ1SDcwjxeLlN`cBXWIe301E^e-dUY!DcWkM%J^B
zzoHJzKUyYg-c=@@Y5M|?vswXf%LcK2MT*`^J7G0TPK%ZIk*^1%zF(mTo}^okMru;t
zM3`17LvEwA0<M2(6d5Du&xdi)J-yzA68_Wkzw!o9|9{PRK0zQYc4duh8Z!up;~&<S
zXeTvTP?V|yV<bx+uZQ2p^v<y>-ck@%`qd+5`_$4tv5le}s4`Jt>amMQtR?&af6O=(
z1Y+jv)fA)rD80v$uY*(nb-@lXVLLOzhU*En%gC`;24_tydi5g_a~C!D&&1b%VE2(~
zf^pL7S{Tb+^4^=8rsY{wR+-P`9kOc_;)I;y>-V|KJil?0%n$h1GBThB7Coier<4-c
zuB4|dm&pc&=#G<$`q9w6vyIfBCl+0%t=$#$bvclb_=^I4SoNxtAU3%7S+hV?<o#A8
zK`@H4HepCi^EiiNAoS4a(32p(Kv5+%Q@44F3K?S1tY}GnIh<VX2cK<jwOq4f0m`t?
z-4cahT4h@ld1bzD<XlB<%_PXs?4=qN{Bj62>WAgCnbxPA@)$u+6`3UgbA@V(5x1*3
z9;h#-?-tZfCayo<1J<)Y@O>Uw^*X?$tN&B&{#W`th5_(LY93ePyYM$Lro?xK?TQ+h
zd2!VGg=j(-!tr$`oH!#Sc2bCWK?-4EmTkh(V!lzFl4P5t5&Z$)41d;LyDxxC62Vis
z+)@@|N{*T0M%{o3@%KycIQ@aRzx$92z;7XXdIweC<(mrVR>1ZWvCFiv2IT2$su$ya
zQk(msTBQ_kG-(%7PZGV`h}k(n->=!V%1tWDh^GKG;5yD%CinB84Xc|g7DsiNVfC?a
zxze6-IgStNP|ty70fMs*ioo`lCd_OLUVnKZUUxkl4<)RKTlb#+_bhqDz#^9+!*5ni
zr!|R`B)t~<V>SX9{4^^#>&&p#44_q3{wlrKqwPN<(q&1%N~FG!`jp*lFE>ugUlc<~
z=tzn7;Tc(o$-4b`y==(Sq64N=;q+Lu^z9GBdvbZIuRqTgzng-Y#U8ho!R)!${{b2_
zlo(Kh$hqTy(BAuNb-Vt*67FI>E>}V&cz}isw@$Z<I-bi-(NvSWmCM6G^TDf8tXG6U
zfw${6oxAn;wdc(xATY+3sD2+VH5^WD&TyK(dCb2fDt$Ysd2ye9H>qqebP|YsuR$@*
z6N9K@+qON=x}FnWh-^owthXF(T{#gXpU-tHUd-k2*40omT3#&I++5HN4A2xw#L#Fo
z0jdMg)sORfkF2=)uo4i-&8QeFu0cBC4<S{5Acx5i)J;M~cGS)<J5%P^fVNurC7wY0
zI^MJ4w_DrhL+sZO0p7Ap$Jt|-?cLRy#q%kkyNZ_6HKFi6qeZM%wROYIgTnnMXvVc<
zge=K<_-{@8!$RYKiQd*gYLF51dCdcn<8p*4lXx@9wxIfP?_9yU?)<7+NSy*j$W*m6
zPoA*Mn=XB<T<=-8-Bvw|L|+3{yFXCpCSkJ~8(dOwlt|-M-eVFsz^;hq*PD`|1{9QG
z%CUG<c4HwV$JJ1lR_Gw2P;Ay<0ReB;W;p9*lnp6iknj|kp`*s4*vxgR*ag=<<we_d
zeZk+?=FNAV9i#p3@DQL?&2dqXbrR6zFXd(^#p9;JUVZZ4p?St0^$zE}u3-zt`y)Uy
z9nkUdzR?ZgBKtD%)8pCQ8N2A%_8V`|0PTIZP*mftC*U99Z%P`=$zQesJ-HS+;j8U{
zRyn96jVf6Fmd~zc_uVqf%1i;>$T-O*s?c&Q_l=6S2PMh?z?psXb^>zkD)0XqYAM23
z(QPWo?6hZ&fZ0f_@)+>;vf<{t*uqD1Y!pOXBNx)THY6WNE`T33ohsMRe)&5sPpS5w
zX?e?7E<!h0_l?b7VsmG{MQJ);V>~Yr3Q|_Q*_h7}Sq-DnNKk16sIksa`~|+G<<1bI
zbRd?llY+6l>cx}0A6$v0ef6A+5M{67^!4ItY;(<4^V<Q_2JXOgokiA2h~t9G<<0d+
zB}^+ok3P?E2#9WWcSV&G5Ky=RX{@y1DP>^C&2^t!I<#_Gpag9NQ)VS(X9dt53=BYw
zrcevY=htB(2Ma<n3F8JJ5)A&|71ln>;}BP;uhA*liW&DRKBMK312B_#mwbm9!DO?S
z&lf2i-SU@fNo(Z6=aM<LV*Lp6dcauTy_1ADXJfYw2MaX|>Nj~ZyF4F6Z)>oMYOg~@
zblf&+7Egz6ONJ_oH5c*|cJBJzaGIN&tE)KD%9}OVY5ckXmcEr(w_IVazVmgD&ZCV}
zPv<QF9{`$wi0rGsB$(TGUA(^XxD1UJYDDr(P`%B=Fg<OV?H*zS7V=qY>*l(htk{K^
zK9!OM`t|tpL^cfq6=k%$qe-|<J)a=E=QpnPWT&IG&TL?UUZm)puN3P$y=E^RT5{rz
z<8i&4V7EU37wKfC;ce4_`SEd;);RzD$)-HLu5NWUcA>ehY_n8=Y{8+c1_@vhk+@!N
zjbvEWXgQq?mAGvcbJ1?iH{1Z^)6HrL!B(rV9<Z1LvZIjJ?dHo@x2xyCGG$$(wJ*`)
zZkN~I5db(U%|9AF$<l8xj~3aiESMb|+sxX^S8vs!jy~J+%AJb!7?Dx1X5}N00^xXB
z`oJ?~Z_MO4w*38(6Z6+SA%{NTvABd$`Sji9#J#B1mT}aTUNEhYqN1%9tA}YmxuTRe
z<#?j$2FFn#cjovAlr-(g*lQ9Q4zWHNssUR*D%i+qje@e<G`X?R<f^K|?%caKsdeiQ
zxQ;c8+Rc}H86Qt?erbKmrWwHh9RlQzqRFN3^5ll7R+<L6ReaU<eW-7t;~Kh1s3SVD
z7Mz!#lJET1JRb5&xj3T;iBb9DWOus8dgyo?m(u)XLvAvo+0kDAJJ2l0|D`FL!1oJ>
zL`ZH#Yfqi1fH}&u`_8o8fxQxY`;A9@u2h8@HKx}W&p<e(TKl~bkJ>QxR_YAURSFCU
z%@>^%<#!BA>wQ0mz`MqycRh=(m4&&)I<6|3o2&J_gaKF$h_p27kHe^9asueGtw~JU
zH|g%D*on0dlnUS>0R2tvyYT&swHgk9){$K?m^a}kfK_>WE_I4FVwyvsu5zji-v~4a
zqkD1X6kFJMF|)|Ra$wp5jMLvSbaQ6338{boix(F&<|Q|J0AtdVqkZ1GdAncM(p(D|
zx&t9n2s%1<ZA;xYgK=3c&G2ewA>zE*@c$5r>Au+SNmZ=(>ohp(+uOTz1hTy1KKm~w
zrRM)?Lxa0{2dA7htfd~x(@;4aq{S7{*u#;-at9QP+nb1fHgiKMYItqO7?BHNQS{3(
zLrZ|CMU{1cwWZ{u`!kv({8KhGA|dkYA#;||2X$Aqq?<@M+9n|dS+Z&BMXqe+=y~>E
zD*&5Z;W%SBDMp=Pnf1i#tfvVe;T-0Sk!pX>k{xARuHL=*Kf`WLcZ=#sXYB4)=Hr1O
zM7&{tj5;9P5AYFF%jC|4(2n;PFAw{qIeslKPuUf9uNy*ph12dAZ<@QUp_r@L0q}Be
zPTKpd>C}M?*2?AFv<wkz&y6>(-4;z4(%ia-Q9a9q7k&0X=R%z_w}A^pM4<CG9?*{R
zQRIzQM70fcn^VsOuH1sY_}&nDQpgKLWR!#teUMW3G2YE^WiafRJBoGcoyg;N-y9rB
z%Adx2^Qv<B(yNC|>oCo*BEFFreMq{aA}HZ~g?tW>suJ5mP`QY<^*!v0dp+3Nqci-K
znZ*#txX%0Dy@FT#70x@G{3@1gBNfz+9a#qzaYF%s^yLaZD1p_WQ(9N6o?c!Sbg<Z3
zk|{J80U-20-fKMA=KPN>;_n;8{(S_D$P->}fi)eW>g8N&@fnJFT9qy>6{3b(vO*?n
z+4DJX{|6beUq0e?`BhEQEk_n%NMo;HLF5b@agkPzUv><o608HJb$M6K*~Y{#^EA=R
z<d^qL8T>=S=6^L&6zkKY3F&cT{gbvp@rXdw4cf|2i;{>U!MylUX_8n)HZhH}X}b59
zV^;VI-`Tdg@NV)tBh#YVa~8PSX<CWRRCu%qXOkWy#jbqublh`u49NTte=k(ZE?^3y
z_Cu@HUS753Cwt&4|NZSAY5Ye>;GPtOmkJ=?;)KQVVG$5#=qS}<<QWHwp~W!Md6fne
z1oM04z^M^W(`B3Gq=?0(8ApDzq{kSMKm&}3;EPZ<w?)xD(9bf2(NXQ9P8&pobSfJ<
z;lq9TWyc7w_}s(I&J}d0UOe<Uf0y>}k$(JLFiPY|(>8I=!+lgTN&QAU;`xu)NeJ{e
zE%B>IF+OM$Q*Kf&4>Nz^uh9}RnIsCU%MXmAV*gT0ZAAwcl{;S7r$lDWv_btSJ3M@&
ze~)#fvYvJT=&P710q>3GZ`O!sOd((DSAGeQrEp?ljfTH5NDG}7=8Qua=ZsDwqdR#&
zjmMzB|HUe}o}`pAB8$YtWuzkQQnL~m#&<CPYy2MnH&U)~avv(s{MB_uM0t5<BQIOG
z%%_#&Jr)hV!B?Y)RPY0Sa(Zc^B3(%J$yeIrcmEvA{R!uPKb(Xe#SF<x(hkKyZ@Fka
zQsN-90%CZ>1R1t(#;4<@4pfQ5Pp?IIDrj?>yL;tb-0bX_qm0<al#Y|X0JFlqkkg;p
zujnta18DCH<Rks-p@%3@M|LomOVoEv=^<yk*~SZ><Q9(OxElMQlbYjaB4WFI#_*S{
zq}R$S6$N{mo{q~a1z4{BVI|O%WsXGgcwxCeUj6TBghw+m_9X?*H+u{IV^Tg<qR(%|
zQx6|a`&ps@a%Qq(^}O&O-Y{j|8-H}}`qp8%S+)Ite%HSSSWQnG3sHXEo;7>vM_%x6
z=}pU~Pm}5f_2L4!8t5}g=xIa_hx(|qV1qP<K~R;o@ULvpLqnwh_0*&Sy0_D@`xIHX
z;&t@a52aRmV<I=LusGernIbwf!-<`6IT6Owrf_Jbowf+-cq+8)!kMNYvsTt_pBRt5
Wh8<TK4+0+JA7Vn%g2nvrz5fpqg_<D%
literal 0
HcmV?d00001
diff --git a/log/zPythonScripteTest/err_n_plots/IterPlot__Rho_Rho__fwi_FWISO_iterate_m_allshots_5_7.png b/log/zPythonScripteTest/err_n_plots/IterPlot__Rho_Rho__fwi_FWISO_iterate_m_allshots_5_7.png
new file mode 100644
index 0000000000000000000000000000000000000000..c6a7e82fcf2f93263ce307ea9fc0a04d541a2ec0
GIT binary patch
literal 34233
zcmagGby!>7vj$qDrBG;bD;C_{y*R<$Deh3*p~W47JH;WmyB2qMDHL~t`weY>@||<;
zy?^ikd6K>N%$hax&il?vkgT*Q0vtBnvuDo`#KnZ<pFMk_3jJw=eF1%?jUhSb*)zYd
z;z9z7&M60}E_F+a^^YsWx00z_^KmurXhtvO`$HueseCkregg6XRX&tRQf3AY+S*)w
zbB)dX{%$(h6{|^-F$mT&1GaZo{)0&dQ)&Ry(fVaiZb0R-Q|f7nf$>pvnmgZ!XPV=d
z0SOfqmD=sl&E~D^$Y8@ac93evaTS`pK(WY_*q5fc0&cN*2$vV7M;7PIXOhT(m5|cX
z-H+-doIXI7$$Rh?XKZu!R~<hO=#xK7%;6V;eJ;g#ds~&~dC9<dds^wP2?l|*8_xY>
z3-*}>sK<$jVZAoscFVJo4amM8s2noKn&rERf4Oo`4upOF?Abc@J74I9Y!P06g8r(1
z{gUw6v#**8`P1Qyj7|sM%2VW$x@0%|77n?MOqm@cVk{655k=cr0yLJPX+U2e?3CQ=
zdJAIK|Bq|=eEab18Gi|d;$T{y1&<Qt+Mr?}Wd_1TIBn3*$aLY!OP)_@T%jS_ax9l%
z#J8c~fl?Pr*Wu#VLjT8e{k>K@KkTz-1T)ziEZ91-lM0!mugnIEMKoqYiird?zmyd6
zvqo+AyO|0j4=HbbR*);~9>V-c2zd4ES)@7r2k4UbvS9wV?NW^8l1kYOwk;}4ff&cg
zdfAtX)|K`tzF-0+axcU=KU74aG??-T#TbPRd@a^NnAB|w8cCS&aIG0MB-d>3kTarh
zxJeBvSpw7;A<KGbkTFUA>t*Y=!`{+Hw;!Qil|}f!?)ul`x!KrCEUajeLFzHmNk1h}
zgL)%_{E_$~+o<}JDA0fbc;b3$L7GVvuu=-he%(vfG87v%0P9LgqY=kBBjuQ!g0phC
z?8oA$54G+=7Ru{ISUWP%Tk?;5{p0q(uKG;y-`0~%nZOW-H%L>|be3a^8!PJ5wTuQz
z!~-*^r@Y{V)Tc#86dbJFVOE$Br=?U92@s4TMw!BMmFA4%`m$d!Q$eJIfS37SQ?2L3
z?JXbr<Z;r~#xM1xeD)m`ptt^x{m+~Ib+x(P@>yy_0tPlmub`soJ0u1q3Cy6*rcYY{
zUz!GfepH+5^Y0dMrjG6bed=R+iBiurGD6!m3a^BRfYjoI9`+<LbXb|9ixA{9`2fHo
zV%SRO+R>z6k#q7}R}o&Hz~3?Ue;WJu{ym*d<vFtQq}Z*n_}Mu=*b~|kVJ7X?<@=%n
zmSKuf_i?3TwjVCz=x_%kFJ)mM@o`dys2Mf)+l6PolFZ_lveKH~q}2yRj^?vP1O3+H
zyMZMeRzvy}3o}DDrF!BbA14)=F{GZ%clsNo<t?)Bq5rC!1pS~jwX`&b=NTz1EG#H2
z#2RfK>EUH{UYuQ>$UP_<S>`%FTKT-xd*H<VP^f_i$b977nx#u|H0h$!qIrrOe(9jh
z{QCOp`g(`^o1r7RhoAT(tuB|%m3w>U5j;jmkDRv&{{9VVC7)y4o_2;y`)Sk5_X*=C
zEbp?Wr)#>q<KFYCKDL9;bup3T?CkcmoJL#^>tR+}H_w7lL@qTA3q=V@&QmKuuWkz4
z%ngAS5{mlal|NY^tpS=fif5rK>|KG6>vF>85LIr%aJ@ZeJTE{y@@d0<*K-?mMau+A
z7D?d{)#sM0%0f8?nLMAOd>39L)>r5gmF6lEf43m2q3Pt4s(4;Vb$RY_6!7TLaKP=l
zH)HMTc!*QEHRuI7qN}Y&TXB2zfp2*jSXuTQE6aEZR{MeXTn`KCQ06b6S7h+&d!|%8
zAK2J**o_8d0qTv86KE<AC3$;FfA-c@U=T{r-Bo~&X?`h5CdT7+>C6_*?hdxn$KUDg
zUCn~yx=qi4#?7P8`}-_oDg_vVIB523yIx0Xd_0knK^hw<ZCV&IJ8G_lfO@pup^rwT
zQl!zUd-}8eKHxo0-K91co^5Xl3R$S_%2IcjRORMiGRt1I(~4HP*}4Dp^o6eAo6wIO
zCMzCJyxU*BaQHlh>U$<=!e8oII2FE9m`Lkt8041*zv+_dzN|6Q&dp83pulWE;~1i?
zy!AH<{wZtX_(@3zWh#(F<o0T97G>L9k(#V43TARKWI)o>0R2ShGC%5vLVaC=n+;Zs
z0$=G@2nh~=w7Lr!R#)?eqg4g<y6aO*eu85eL@`(IqUOBfpoR$es8(;A>fi@`ykxKY
zc&^9eOZvO~9pw_uTHB2VsD~O3!g~<8?B`*&aM|3i+NAxc$!hEC&xiRQ?wyz(r)N#r
z^=Q=^T>HkS=pIfFcG!5FXEP>-uXo3C5`hA6;{HfT&}{mXnR#+*8eLsufz8s)%+$27
zkjZnXwict+qpx^m*dyz#+Ir<?EGuAoYKmH?#b^qQkmKj&v6l0+N;`ayrQr-p6$U%I
z)>?PTP8cQIs*EO|S3pE>W+u^<i`84*ujj+1h7y^M`l+P3w%fdb*X%*CPgUw!U#`>;
z2^sdvrJ324n9UY`+G1UKP@v<Y&7hhNhuMmUBck{Fm)o@~+7|(QJm)_JM}+0791n8s
zMp{j~aWN3^7G)0Cmi(w5_RQHzG+Gk_-B%vZ%H1AsZEmIKT`YRw2I5OSu0R+@gYKE-
z<v9iQ=TSiG$7LrOj$H+}T+g!l@Ox+ksjAhuOYQLayg5Jhcql7phI@d1{$X<y{&L0I
zwuf9yh-;sIcO3ZeD`3W>K9`grbIP3cVK=U|_rQ97@-7u<MHS}#BjEkr5DkX=)><@Y
zgtyRHc?814_)fs%&inYgg_si|RR6K}o@cGr&DF$1zlZ_9BbqpZ?_p%z%W=+-YY)!t
zkmF=6M4A$HAL|m4`*S~s4o~jcW55F>LMl0F7OpkH^U>|di(g1E;H-5+W$UPEf>mqE
zU_0{R@wBosPZCd5sJQq*#p`jHT*74;_qTI>9QIh3PPaI69-UZdF4J{5<wb&1uLn=?
z@tO1Sk*cfF($mgexA<t(DsH~LNvFDh1XJ<x*>-+E+?$ZqaXVMi*`CM?4}3VksK`t6
z9NM8z5oZ<MX2dpcNEI6kln~JW5JcT5Nvi$<y?iM73b|6RB2Iwd0%tPGZ53G-;=+V3
zl}J93iY%86J`w^&7S7u*5up4ekrn3T_#~c~A57_56ilUIXz*=*YE0i-#v^MNyQr(*
zNt9>|7|ostvldkq+0{8LByW%F^%9+r<KWP&KA5lJs93#u^$y;Ovg=Eh2m;62@zVNh
z$64LUDpM}|*65p?`H{4;6>BSxn83}}lLxu<`O06%hb>Ny<(SB0-`+^h>0iE;unY<`
zIm;&`ODlV{_PTt9wB&GEB=fN<1V|zJ;b}7v0MsiC&d-wZ*w0V-sQcLA{eFT6_^dsy
zI1C}q@d$C77lHYew9q?nGqs+jN6T=IHoKCgI)C4C5julV9kH_6G40xZHA8*&4ANU%
z%hv+k7&X%uLt#VaGc2?k4GqLv6k~ZZOP8e&YqX6P<}_UPVqWoD?iTAm$Gupsu1vze
zoF|2apcfNo`rpiJ<yjqRuj>AIZP9w)v+U`nrlD~%HG_Uwy%m0F*!bpYq1Qppmr2eS
zGk8=ynfsC-t^)9D7Uqm`@1Zex2)6L>uvGEdl}zWwS5IPQ^<)m4I`My~SqP`504~kB
z<XJ+miG@_GS<kE7e)zlix~#9{hVt!Er8n%TypL@O$6?dETyjj{HeLMo=3(LcH;+cT
zJqN1jo$s<&UoMK9C%!Zq4Rw!u713ch%7}uh&2t`zIHteR!x(}EDe2@onT(ofgnbQa
zRQa+`XWCE{Iy>~jf-SpeSP9!elxdC%Q3|Ldxj7|d^w_K)Zm=E8#%E}Pug;290Y<$%
z%X%5P1F|UfbDDGg!!}}Z3KW5*<U#4s%jWX?|LBrm^0m_lEOxgcEaB`Pq6@2*xx0;M
zGP1nBh_N&fq8}>`?ZTRwIP;r8^nCEEeK@((5K<(+!bp2O8WhMywr@(q_Xp*JZ7;aA
zRb#$cU>S@<kf5*&?U?&0cz{<0u5#JM_*%y6VvBOWiU_PxOY5juYqb<mnIP!j8BW^x
z{I~DpGX!sRPMQ@Y%m(>ZF86<Vc@&JhedN%SHFY|o)f}59eK*m#vE;<3n2w0UT6W8#
z|LqCX*$(l#9og@0A=2JIzTvxBApt6@*gL&^eU?bC%ZyZARn>e3;W~uD!O_?p@``|_
zwUv#P8mV%LCm=*{l;SZh7flvHlsS}~OxLI<qLF+d;pyV;zLE-jyk2QcbEI>4^cktH
z#RxKitlQk*yuBC2dIEG`n-s`jspwo^w|MLYnLOYe$vkenL|a;Vn?Bciw$@oRclvNW
zzCbI?YH5~qecKxQ@HjWJA8+LWM`4Jt0U*hxh0hKY7t2VnWeoIXS0G-X7V*zhC+^fo
zKP4O?N1n7(VWmU8wPf?lm2{F&&L}7_ffHWVTA77aNJLh%Tu==usF2_BAT`W!4-2lV
zP@@kKLn@%8Qkr;F2ZN?w)$e@JKuZi3!2Z!rCnbO3Vl%GPU86c-ttWmr%FN*Y;zvge
zCX?%SZL7oDhROppFCF)^9+ltvzPw16&+rKQ$go|ff7yJyJST^$<+%~Mvgp1VXmud+
zgTCRSfzR`}-4%e%WV8(uRn=VSe~$E2d;pn5h${yZJ%<W6kC%_P@3l5^W&ECio6Rqg
z4`W~@oMG-;uVwejfpv+Yq2hQghF^WHtr9{4KfR6`^R58olqkQ`IPW?R2A+-td8_CB
zCRNFe7N+uUqG&p=17E}8K+YK|l}ZWMFDkz4_K1hGZtt$tnYpThotE3Jhn@mH=QV4(
z__!3OLz@Z5u+{!e*c3zPbGeIocpR{(c&ze`+?kr2-va4cPxn^1ZKo4Ol}vPg^+a4j
zD~;#gnojHKA%y<j<57$8)6W}(UAA3)pWCwnjY^|mw;?LAlMK*!f3@;39n^zY=|p1Y
z{RFYwL?xm55{eddZXR)&@VuZqgR-`CEX)6HGY)>_dY1v0auixPhP-~=V`$&aG{URc
zhkCmmGOSK((B_XqtKl+JWr>U-*FKkmqw3(uE9wB94=17Bw%GM7j2}lmKz;*p1p|R+
zFVm@Xq5=)6EANezJQxy3;uIyQ6|CR{F``rrgp*W7Rtj?|^25#LWr7UH%RcP!=wXqK
z1q0&b7J4>FH)Y|=kuLV-20a<LL@=By3;T4$FY*;{{2lf8JE4eSgqzEHdf(;I)omwf
z3Wtr2^*#2a_0{n=w?p35?>>$cIeAW`jvEtLutf62-&?i?!P;ZyOM}Yau@9ZJiGL|Y
zwMAorue9d{1xYFIISiGW0}*^X-~?!Oog72FzRw-3i%|rK*aa02ZR{AQa$RU~h1rY+
zPxHR@7txMjE?Jid9hJtRV576~^XIANV^6sc?wxd){Y>DS3+A8iqgPuJBlZ-rW_hU_
zDn~N~cpJFHb8G^w1^gxdXKO=pFI-=_T`>6L)O20(%vmokp-;$g$dVF|N&kz$ool2#
z25EY^YM|eeN36z&J!ieVZ>k-ySl&uU1Cgd;hjJO|+04iMJL5;be3OTHHx&i)ZmR~U
zIS%Bhk7F8E%Cj4dWgkNt62z2VD`gK=4-+hK=a}Vt6!kQ%fS&>Wn=bfgTmHBGOR12d
zSBi?EnOj#1E{MnxlT-NqmPZLS37B0ZzW(9lMV4L*313+zQLM22Si0CC(1H$J6yqB{
zPMBD{mD~+RtdZZK0&XNajDmtw!JP71Lc8BNr6V8WOMf0KFp6&~bwPJJ%r99sFwyk+
zAl-O}Z0@cSWn8d`Vlz4;u@P+q0uJ`k{b>rv$e>Pz!Bn@D)DM5e1Xjxc1!-QBwN8d5
zbQe-(5D8Fa#p!Xe-VTFWr@W@T+;Fz+If^5u0~F>W@>!^Vn3WNo5q8`I!&;tThZ)ak
z5Z;%lSTMBI!v7j=;I$BNGjR?>zcbPnYVnQiET7<aw2}$Gu~@Hs=bJRGQ%x3osSr}l
zMkNpW7I`$WdYCBWSbAe$_)rp;s`!~;GNdl_Mx%${ge!uF{zF4XlMM)Nm*3>%%s5px
z;aw%TVbK%CC9K;d5(=OW`U^d0CI=%(VDA*9A376tt`)Vkh60qBf(JvD47vx&tgg?A
zEG^gYq?v8j5(-P$EgLOGD>l?YBLe^u`VV>p%x(N8U%!=U(0^cr(0|~)zEq)Y-mlfg
zlwLAyoRH=*=#M!O_}O|oToHipvI+%sA(`8=`WG!{Q3||8^8v!zVH!_&$z3@kKstct
z&1h-v&yZ}J^Yd!>WlhMuIlS?2kZjl+`M|bfzns7z$VF*{&hZ5Z>MCunG3g#`wW6@~
z+yda^^1S|Z;q=beors~GAJZ)v6IS2nTiGex6b@{1vWCpVq65Br*~50$MZ;Ot<M9yJ
z;6BG`%lW~Iklfjiy<zt4HZ2Lu<;6u;$d>1a!d_^amFC=N*xa0ElIB}0V&d!CEi)PG
zKhku)?eL?zm^02x*Y;92%~10-M%Jz}*>Iw5wp{H%yWOv}69o<PQ@?~}w4gV5u7^JF
zr{CkS{)A%aGvV(1`^#kaHRJaLnHtt^MG7D<3krx@51@AGL>1aR$MpSLhbA&;Caqhm
zPzW+PT!cB@YCY0iX9gs3U4~tsu0&J)-T^;57wh2zw<CR=mKbw-IM#m_2vz+Y>Plu~
zOBT*;z)0kA!$ZRLnAFx%(%(w0nRD266gpd9(FxL7SGraqo65f-plbgiKfpRySyW*c
ztzIL3r(58TM<AR*iC!qEGay^a#}(U?$s-kuvpN-3A+M{t+vQ0f|Lk1XO*j+**S?1H
zE#xpa3S9dl8)P`6-1{9{J4?FRPYXA5i>xlFAR-He<+GBQtrH1Ay~Z5@DQw9|RfQ@P
zm#gV4z1p1Z{6J%-p!Z7;fQH7BO1Xq66W3{9UP?kJnl#MgI@Sq;PEA;7Sh(8(RhJ#%
ziKlCeZ?#|F92%O)wOpBkgW^x>d*jjXo~gmiQpq(w`k?T-FQaWOOOpm|UwMTlXJ@fn
z#X{~-eshk}A6<J(mP(H&CrXjW>dJrIo)^-=90uSqvM7Vr;xPK5{~zTlT3R9?#VR|}
z%5OK>8q<qD@qaMd>9yM>jm9Wr;$*n0o=Bw&958$M)c~yrv?p}+)mE+9=+}nIAncDX
zmrJB6U+z57DCG&^Q2q4Qm@gJRkxfHWgtw0Ry3&kln`DT#d|8BpCi{sctP9Dlyz9)c
z_mKS`7&8UUugZ1QDe?0(TkaIi65UY5^r=hnb`M?3LwfB}!(#HR`olxneY>m~v@l6l
z-m_w7WA>qJMarrdzkaX4IEJ-WVK(J|O4nq%Q^ArYico(8rt6&{mZy;C_+tb|2u3OA
z<6f&~jm6NmoM7(bnmM#fD-{9-d;cczK0zV&9E{H6#x4s^j}_D1)}!5UFOttV<+ukd
zK01xpOt3vxss3+v&llRz-`ucSFV~fuLK7Tc<7%PLn@g%zu>eSAb=O+zQadyW3Qe|p
z3045!1wMg=&dqC#WzHjS9jnFJs=djB+{Zg}+N|$D5R^^wzflLMHya7ECC`_6G9e-0
z^U_O$y2AnQgrMsksnv3U(8#35lIZ!;>+O9(p3d#^MysW{`QuefbV=g{P-`wP2*9Kn
z9E!<dGL{)z+SKr6d|1Cx-MBp&7-(`;_S`0znly9u2lY!`PNWP`-Anw;K(EY5FK(G@
z6JNPD-W!n)z$5CyTu+wXR>YC;zTkS#J!;nXQ!>B<p^m$^_X&uqH)0D1A7fS=iEP->
zw(>dGSlsKAYf&2HR+J0W3Jq|2T8XWS^DY^n^^|OkSAM%&ZoM)>Q`p@=DHO3AvG@~S
zzzKudL%e9(<Kd;1wYfPTv>o(3^PzK+Aer50f7k$FwA?mx2_bQjT#hv!rJ*@woNGbX
z2nQY=WlY=cFriM&m~p%x>O_kx?GZ0dn;D+UlIw@mF1@S7Uzd##$Or~p1IMY><zTqd
zIy99czIeRvDlBQ(yeuwupD%@yEW74Mp_wN0B@0doA*AGbRpqYlpjUf_v~;r2Q`)+k
zMjkBvxVDO+W1o4nHzIa;b)Zv=$}w2pn=mFw*YwjF;JQABF~V`#J!iLBtWjG~TwJHu
zHU9?B{qT&*%6TWp$;=FHE5*YeL)cRnJ<;t3Yo_&Ve1V0<&u*BvyFv6QG0#i$0sb73
zojA>qu-JX3QFZ{mtg|Vtrxr^{%AJT&iB7QPsAvl!6}di<4_2sHsY^7~DkBbJi8tZU
zFJLU4-9vn5_Gr`Rkn+6?lUB`<XNa57$Y>u9l!&o=ej6cpfh<rybcNk3Y6lq&P3pzi
z%?dQ9<{qhQew9|Y(0dzk4RBdM2~KshNzGTSu0IhC6Vk@?zs0u)>4V7dT1zroSl|7)
ze}5Ba2f}Bb^s>KlT4K8G-g(c=7NXcK<n#KxaerLl;`WNTMw1G{p_cuslM(7X#-1Ru
zeXpMn(fF=c*J_np#i}iiKf1dg?r%e}n9jc5=Y8~AY{^kX)<SjBo!*}j21RIu#PAD|
z^9z}{3k%KC1j0_dLCR=%iMNlJ%iz3QYZyY@>dLXst^h$UJ19Q%h1T_3F7;u_H(QFI
z-TG1MT1;ooLxg(=x>fQPa>jXWTWyXsL9+$M9Pr(o-{^`(tMzT_k4_yFM`S!NP!_9G
zi%iaoO`3J2>NOwgOo~O^i%qYIbR^7{@#Nxmxi<Jvs_zzr?zV~sv^&*CW#Ar#_v}{|
zD1EW#rhs`b@WP->u;a<cNs{l9HNp5qP;>d8<ez8Hut@pq<ZVVfp|9A6u>ce&6>46{
z^JkdK+nWl)A^YfclBl}(bE8J@7Lb$9k~-v&%-A@~^XjKzB)9nE1AitO3pALKjB1-f
z5_i`jQ{tZk;&k6s*AdHA8KTbt1?_@jzDgWL1qKbQ*DI?FnyqC^rm|K1@Q?wIx&&Da
zA~l@n7o$BT1*nL$`P5=IIt!2jI+hXsLd2(b$sj&-5b46|H$&3P0t0c^?aXO3>+0@`
zk`wGNOb7=CGv%1YAYFZ$CgG8m+KJyfL0fm@)iszDazz%Ae6joaXCLKm5Fm|&E<c0l
zTzH6Qz=c9boZLeJC4Zp*90(*(GBh3vP8wlFqtH@5bEZYq4VA$3@3SPGeT$K_oBU<x
z{R=7kgVXzp<}W#y(>$V>t(&o!9v^>uk6`9=IJC84421;<?0ye={-lZh$#FHC93B7C
zp`<nd9kW5hFb!9cZufnt<9gZerJm<Wi51LQ!>JVvlHw<*`4JJa7>FMTChn?RL{k8p
zuht|ByiZw#l_g%sz76iIsYMedGpI#Zva|>mM}A$&x-JE#l%rXgG|ZtDPpHh0GOU{n
zE@bc<*C5@b(Qr4ZXX>r|uB1)+T}4I_eVHh<w=^`W-WW0l{OiTPy2eu?CuroSR)G1J
zcQa9QK`8n3#F}`3;$dnR1+;XUx6vu6g1k;NT0JjTQk>(_D)+k+RBPB16Q_=arL}<Q
zvL2<B@}B`Sx(aJeeucjn;`rfzyb`4?aoEsD`qFppW%q3#K0{WOIC4bM_tkY(p#nlp
zCx%Rofu44vw}wwDOx^@4B^g(crG}$U{)h;jl+Pe512iC@!q-!!o`bRTReJUm2VXUR
zD>W5BbnX13bAmsToCK1tMJ*GW(npe08B%(8J#aDk+5)wNWd_!(001c>GZ8INM204w
zPFS<N`@K%E1&d3XPYELoaxcab<z_NfZ)evhs~+i;vI%{lg}>P+QE;kxa-s6%J=}Oz
z1kH)C@v)zvs)><ejV3j^r5Vh}GGr5>Lj8rfY&}3_wW`mNkb*1_Unrcevyf4tl=8>$
z)JI*V@nea<-b^5ZQXl)?937Nj|7c7Ce|B8sFk|x@W~h-+v6KL!_+Dg+hY{CYD1xHM
z7eEyg<f6gl73(@ouUO?5C5DzQu9eaS&!DLMxi0^wBu{J?ijtKtu<WckW(7;W{4B;y
z8`Q5#tUIlkrTd~$xf~-sK~_ysuy^@WrT%SGx`uD=r-sFTm9lNIIqhGCY&7?x2XZfz
zSisuwQLm=T_T!ZX1sn%tQh-RxO3ecdQq}gR!|`TS#$rUqY|uq0JNM>*Hfz1KvSG^4
z|L)VLt=UVPKveX?FVOuB7xOQ3KgLqX5V|lxisKO<^JP7Tt&~7mptHvWqLi}WW-nUw
z`Z%K0@MEO|vqxC8_gBkKk|eee*hCQr+bIca%3K2qWSNMM{&!^R42;vJ5oR=Qhprg3
zVmfT%`Ev*o3&k(u8^rwl8Z<nqL1!=ZQ%5uRM{iW4r0dSV54ank>s<^9kdX0A*{gPa
zgm|i?8eF<BNG)@7hRo+1<H-Y{QSx^Mp6q~X)W0(dCa?u3lF>x(Kd)d6A}K%5`&Q<@
zKm!~f$d@Y044TfqwlI&bi09Py=7?5f?1rn?Lhgz&E01e42_`bn>AH*)1QN*ovQ%E*
zG}auML!YW7Iq14MR55|?iUMeS!}nxh4j+z^Q(<<&e5AfIdIa@f%)j7+KNrx^_xsGG
zkr93s)y7tWxYHiD4zaP3rAmiz)kJ3`6?}->?bHj&PnaVzV6=pnoG-=(n`#hLz<!l-
zsoV-;YMg4*5Nx$09Sc-mH-7$SF`OgH;C?3}{*vDzHrLhjQFr6_p9C{cI|b^4z%n=}
z+y*#g$9yuCFLykA0VdMAo%cm9DxSNVr{}lu#sB;v3C9LGB2jEWp&lf*K&|lIw1Itq
zv%+KDMR!l^R{1SThZ?c_xYSs_DtU^qc*2}(n$6Yo6Q;d4O<;#41Ac?USO~XiHTD8l
z)Z5j%A7pYrSt?1=3a+W0?>_Ue43xmfMw%PJXfu$aROh3-Jk$mrtR1#H0T6YjJPU<8
zyE>@tf_k_5516A;@}z`XhRl>WR2TdwZ?zphhwVQp@PCZ>r=9U400PTD)k~@i@W~-<
zPM+9vZS>}$dj@+ozs597zTCU_2%I}zwQZj5gMDfz|6a#JAr-SMTLGQVTvaJ`^24q*
zk@i%ZCh~{V=1SCz(a8=mEX79pBt2ny8&n{{d)?b=3jyZO?M?mJ;exajWhC;LByss1
zaM^;YQTwB4U-v30PxmyJiZltoMGag0$dnYPS^AmaERjOWM>WhSPqm)xH9dYzntk_U
zhKu!YS+n~MgCjjM;r^zvr-Z@p*zWf4RHs1DXsE7PwL(n`;okg49KCBxkvi!f+&p={
z%JufOqYnJYuTAaec5P7?rr@2Vm~@g4*-D?J$Z8AJi_{<sNj-qDMMb&%s#dsbk<83p
z^}Jn<Y5=l}k<trV)Uy|-^&zN~GZ5-d)TC6M{*0Fo)S}fPr_`BhG$$6`zT;+<Ds8<(
znJVx6^0Ic{<l?mehlU(71Jg-$^GU7f)>IikB2^G?CB4zOvs6a-n-u;OZv%F~KF>c)
z>I<!uw9fsUxQg0aZ{h%BRYJ6RLBsgU%9AvkAyaHDB?Nt9ScpZ_zpUILyBsB8{Y%T7
zPz&7@^Wys=S$&J?kZfJd%I|ig6rEaxSl|^U??QPi-?t)}ujTylQ^mx|U?j|ZOvc~G
z*Lyfpqd)gk?ZC4XPxQAxSMYccQle2$koe$4hwc}CgDTO-D+Uk*Z**V;i8;6=xr*94
zd!k>9^dJhuNxGCq)}Kr^E8_3b6IOicuPQ>s`snsr`?qP4T2HI=kIMcXyZFUFMpmTS
z<EmtXIt4+<(|Y6G)w)T|C`d55QL@2%!HcXEu<ugkHF~=OScZUeQ34*J!7LcJm1qFM
zGq|}CKiN8sw-kz~*g*F+IMtDuwEovsVr2>YQq`Q%s=m4M6vlWVXVDWpRh^|&*LES6
zofOuUal3Q+RK2e!!K-?DJ-CzEB8sGAQ&0-9YP^p&oJ7}=J&qVrHMXsaWP&+Uh`1rf
zM>k_WI}Q)+mbwh=8rMi=ZMTF&hY}$|q%}<0sDM25g|ZWEP2{gZ{|gX2y-v{BrdRy0
zNQD;M`d0SrBC2Clk_5we?%RAH$_f+A%c;PWhH<`8bM={PbHSG@MsB?a;tPHGs>F!O
zcv@}-s32(%YQ8+OS1RMtqnASfc?z=Pgu3|L5cbL!czFewabU2VXW4iglfcj~paB&q
zaXM!R#X>p$*icBBvOuCMDn%ko+(QO-$&bd2fsuIQIm;=Hk$(87<9ijqMYACVjw)2m
z_}_|hFUy~@8wCn1bNV~m@h2(5m?nVv+er|NUYw<b$zOLwUv_&D5LDW{1~giap-xsY
zSF~c7`L%SXpwPm#R>|I_efGvqHjk-?r_hL$CuD*zr;8Q%B=F&?2$a(%1cXiD&s|+F
z%&v+sB)i*Yrim4nLebF$A<;<sMbWFg7}6LU5|C<N+sT&?It5s<%b6@+awh^cvB8OZ
zRRe>~YHic5<6ZP~j^kt(+JClxpZ|;r-5UXD-TfETflo2~H(UC<aA7ows=~m<_)99@
zyta``pA0lJrB6KlfCK|W_?)F2wcuz##mrQml2lPcAZ(gfzHK|Pm7cjdv&!<91_7im
zGKdk0V$MEWxKb}}!a%OD;;y7X(>K_DRG4ksO)`KwDaNp~8deY2w!E7}d{<6QsN_dg
zV^W<8txaEkk#e<!siHnt^A56JJaPFhobJA64_@nQ7m!%?R~l!{x-<a*ghnOB^;$9e
zQSp-i&0!6+x>mddK*7&{mtG8^f9JSAa1I{&4%si|5BkHN4I(kf*PKaf9LZ)ehKD3@
zi6TJuTcnW+oHENg_S+ME5H_plm85Pgu`##?BP0+gC{rw+S+Y~7*}W`A%v>(4l+o>h
zE6ivBN?;4RlI_Y=kvv}Xo2!NMkua^nVzXgDvIYzxvpz3i58)($DbMUu)R$aRQxxOx
z8Y|Z@B<B=t$6!lwJSA2BVXdatmL+S=KVV5qG@J<;gaH2RgRAGHWt50Xn9rc3`rnvR
z__sOwL9mA71HmS6?up-{4q}eF0O<@H?^~#mA)uCREW0uETV|zwg637~jyUJmHO2a{
zoWS1eL_|#nkO<?#mEC46X9J!<Gbec6fb=uuLqH|!3JzU+#@kp0Z{{XST9@QsR9&h*
zs`h>dH10tzWHC<llKCQ8nM0`2;tk^?+tQ2$jT;X|??`AHg`ZI7-_E20_|#4z{;fNI
zVu&wQ(d0YVUyK?TNdL_#-sgMohG-bYb2L*UOPF`fvY0m4k&^^Loe6iJEnnM~>r#%2
z!9o;UnUgK#Iq1N3w0((EqNC(2<sw9Hr1@N^P8wAQyv!-&f||agMfT<*iLhg4Q_RFC
z->|i>n!B{-kT<(?RK2{zUdM|>pYIdH!*gErp+T|p&0Mga9d$nP7#Vii41-FM){B$O
z7TaG<Cmh)~)_q8&KTb@s;<=ppQI)36x%AnjFJE%4@aCK%J4UEi*q?h`@-aCbdT&ro
zv$ED8;>>$>_>KkOavmK2$c53uJfv1@xM{gfUy{%MOUzGsAa!KPL8G$V*=%}GMcczz
z!OpxVDraDtTB~LgB&q|wsZ7dstjyHZNjyI?z5XUj?cL34O-+QSB(+A1;~b<~X2jKF
zGgU_0q04l^l1rYh!eXex(7b^{{>2k(Xb>+c<eTaYDVU*czH|CbkS{<9a_9bao8JUE
zBmn<@>*af1w$tI(;+3-NaiBB^CW2e<5-JB4pFQGu+8!-k4j&rPF&XhP+~>XtG>KSp
zV&AEJBbmlr)6(MDt^w3`J7~sYN_XBXCfQ2!niyhBWrNN%X@K5B=K$K)#eePYnPW87
zuUF5YJ1S+r{4Eovm{?ggt{OjL_^*zo&;Nqn^rF^aeb%EE*Kx(82ReT+P}_2!{6zk=
zz0Cb+|C6?;Xv<|e4w{x~vu>d*xmELl9DwuJ8PV`fKL~f=a?ztB&28Vgw_TytZs!0V
zqvYxY!RhhrrjlBC_-;~E_#&Zf3lF78nDb>hl$0`vZ@YB8n~+O<1Dz;=j*{_N%zh1N
zb@8Ty$RD(>tfTO`L0K!;1^tbW5KAZS`Nc&}L&#O-Ft@~m!`&5<il!qa(okyS=ZCvX
z6pWpBe@Nd!k3%T{=Q>KGJq!HPa|D^RCx@_ETS+&?&sA<Ajg5&OOijUY9aRmLDAW>V
zl0801tN~IfoKexG%5&&^y&LA~W7)K-?rLpk(Xm-~t`mb<L;KX~zf#7ytrn6??Pekw
z-a2qqy+Rh<P?R9aAjfajd)s8@z)=WHpM<QaW6KVBB|lTLrzr^Jp;#%XLN<IGJvIE9
zVH3^lnApsCTK5htdBVPgsn&xYfPM^yXb2E1W~n(x&<9Jn1jW;60EP5>5XnX=9XrbP
z1L7Ylp>sto9xhR<(zv;WKEdkh^U6h<qC#AU>`COvZr5c$v&DaDdu}Xs0hLkY@&L+1
zVCs$$_$R>ijQwPT32~*Vz-7Mbpix~HN|xq4zQdlRo1^9Y)F<%r*0FN_>vNC5{PJ=V
zHKf;1&g-R3ln=vmJ)S&-@|!y<K_<{a!uy+(FQXv6lOG@IZ)ql{(K(f+WqrT>PTCa5
zH%-D$OFYSe(wsYOklIa$Tglm*nODLRf4YjOg1|By<<dFlYc!?~`bCf0w`3n%b!1e?
z@Z!G74o5OwzZ;23c*ntRer-(x_9Tw#K)3oq%ALu~NAGe~k;Ql&nkTyK$|%pnQ<43G
zLKnA+9+5)k2mLbKv_pd^UQ*6L*GzW)RGESM)NqVCgBk)5qMxPDRhLEbt)PKgB_(Z5
zQF(ASaOhVVa*d-c*$D~IOa+4uQ%pcv)?(iZ9*YpJ*rVi^SD~^c`(sCP9IXbE>ttkM
z>5aF0WhRv~MsP=jIzccw94_QgBvo1{rl|I>QE#VAYN@rGcJE3bZRdVd?}-l~r3kp=
zt$F6CIKMX)GUQ@mfcEN!PNj5?-7$HU?=js@BpfqlI&R}f{je|V5b(17d$rixr#DAx
zF*1nGcEO%PeW~-fIfTQ;DwV>%Y0T#CaQxG^RMI|I@Oo~3Uh6PCEIBDK-|O*pmRN{6
z(rd*mXs*&by@R(-b!w+$v$B|n>O2!(57mky0su3UeDkMq#i>Fz=qmf4hY2yeU-4)4
zCLx3iWB#UhI)4?Ym3sZk)JRHF=WRL4PQPE@@3clx$6~PkfYc1xZCom<glbCA&&~2z
z_I|pA?hv7Mrf->w@#Q1}-hCPv4w<BQRA963ffy&g7g0P$Vt^c!3feimqM-F3Rt~LT
zM-{y>JKOfykTlAc&0v<m5Q`{7`Pd+(4P-}KK{c5gp{g?X&dzyJBfD5&e-8kpbgB+K
z0jqYHneEV+MVYCE%+6&9gP1+d@(8mH7}e><6*hOL%E+UKCI}A2;z;IMeI&WDS;F_|
zBAUJ&ICxQ_|9BdkfE;<0$ifB!T)M<}Z1da{g%rpAk`UIeh3ui3z`FI<N#jwX9Yp+1
zIj!P+2Q)b^tCl4MUd-F|j6>dsEb{EFqr5+M#t|_B1>GsSY8mgtK%I;UC5X3@%pX;$
z{nI%-TdC;yie<$fd)CT(_Hkc5Kqnfs9EOfGH0rO-pd#MX%rchnSd~`o5j_S=$gvK`
zG$8ex>T4+20g`qyYIM|a8Qq=7v++p^<$0}^Rkpg?`(3aaosGiNu|M449J)ZM_Z6L{
z-B3CY+y3<vk6YFvwaV4&t(An6MzUq-AZt=m2Zu5Kgc69(Yp0hYx+gaH?$<RN7h3rY
z)>DyrmP-E)m_>lJ#PF-sY4FONjf(H&>izCsw9Lme=Z*&<`(I~oHiz7fG%!{=9ym>8
zTL)<G7bmr9_Q1Wu7?1PH>!`|q3PYq;#p5RrKlT&f`}d1p5W)AY?B*BdRB@#XWj1z?
z4<6m2Sgvgk3gLW*zy8B|t5EAS>gwy~0dCbpVvaWlZzwdfciE}>OA(gePhyto87
ziK3vJ17hPBtqp?VERs;W^oC4_Qxa53VOk4`O&8c>%fa5Nxo)$o0}okAZfexi*{a=x
zsM{w^1s$4Y06na4A#ehf(D@s>8`Cwt#Io2@IaCOiBf1c!z<I}vxil-AKs1J#^fa5i
z?uE&t&Jrq9nrd#9zX|?9c=6WPs!1Wcj#F>%MSFtqc-)AMV`?XdgS2FSWXaa^kXwqz
znwJ4UG12AfA@uSfmDrP6qrUuULHtSKZ_J?xE-PWJQXx2bAGwBx)VqhTesJSp)BH$7
zeP!p6OP=A9qOKg-c;0YpwgkJ9%?<BPWKn3V83Pm&KHHz8_?}$dy<+s@ms%cfveMLR
z4!}vW$RY^3@3%1~S355jLT0!}55<sF_{botn>bT~82KX5{JoAn_`C7%6B3$T_y=9H
zmNNgIxW|;hU?NtYI$8+VU@pwI!xD>&B|F>uNO3sJta6(cELI~#DL15l-u2E!HTEt=
zK5*bm?|bUa%mqKkS}n@6L5F$uPPk7U7}&tfO!i8PASgwVB+}u|40i_yfve68qyXd>
zpil*pNPaf~RYLCj%}1Xz4U`BIQ8GB#$?fZm+tOu5<U|sv%xJ3m)@6dOl|Jg+;OP)9
z;sp&yz6B(&3(4Khy=v<(e2!ShO&;!%L-d=ZiCVaXEqt441r61|bX&ZnLHhQ=KX`#B
zs-w+@fSHEJ&q`LMs2;ZDO2h$&vqT_DUa;P`poZF&d*^G8lD3L-FinE3a)|FxCXrIf
zn<-fu0i?r9306Yd=pb}IGesVFd2S<dTci9Pd%L<<Ys;@p($a-8BVZPTBre&d1ZfFJ
zs(n_A^%`>fyDYKgR$UX?qGjyr6_4cN!f9|g6s7!G#<H5q1c%0|7(LrI#+NDGOhKV(
z)FVY3pQWlRiy!k#U$bk%YbJx$I^^BYnV_v1`1zCxTH8nHPW*S5wh3GKubGxV2piht
zeCJ2!QQ8;UVl8+N94pDyus<e>1=FMzO$m5*`{h<(e|p<3Bx-x8F7uI6SuE;C^X&?5
z5wlXVs12nSwM=5XktNS<Blqn=2H|tdh&n!F24rzwL49!(@ql9H0!pz{TvRti|CCH|
zXeX_S;jC%Am#lOilwAFKP4x_gEE;56Dn_A5yCM;zLX@gGDmg-tqC!J5m=*04lDF)Y
z(j=m$r>&K&o~?d*G)0dU9){nmfxefcO}xIADRx)x|Ir|GyhVvep$Ya6y%-3!?>FA~
zm$>l)+J?IPZ6N&UA$l5iT_dbJ_4}VvS7Vq)ib%(oB$C`f^+LJU)vApQtyDYhq{hnw
z_kM&2r3sBn<W+<XE3v}w0E(FVs?=`=Fz939P&y)|;3x2=lc|mY1+Z+CFBMwE7y?lT
zFnPc~gP6NAAB9@RfIK!`!r*>!0PEVxeK#wmg81iK;~iZyGE`-4VVT@omhi4PVdbUL
z(810z8x_{_PXd_xiDEQL=((^V+Ns>r1Qx6<16D;_OR-CW!9SU;x#1TDq-g$9^L@Rg
z7SM=A|H-2MFEQj#&qn|#`b+mD#Q;80gzN2605{cG9*a?J-U`TNv{Mtj61Jpqf1A|?
z6XuGn7_TpfQkdil&io)Q@`<=_{Ii5s4tP6SSv$>;t|)NQgu=B8yEUlzr>G{G+8!IW
zM(7#7L2Ox?{3VVGu{dIhT+Pd|;-ilj9qTO(0r*^;z)kIt_j*nm1aEAt3EuMs)h4=>
zb?8Z{kCuZuiAfym(8O@LN&`H75V!>)>Zr(j)cGPocl_YgYs#DU22)-&r1K8C)^GjF
z*U)j5XBvO0k^iYk%#q;O`8I$2L*+>cNOUO<NF;ZP026Tn0gOSk7-6<^I0K)>g$^<@
zu!~QpPc5gv476uj*J(=F<Zjule9BF!qS!#y9~6_AWIj(d41%)9hl=-VL|~*~5u-j<
z!Hn%wKj%;?pfHF46^kozad-_tWe~kc$@DEKhq&dF>WaagrMgg;BpL<r_fHu;zC9KC
zg>b4ABhfEZ932#imCI9H$9O)z3J%RooK@4_j5|f9z+Lc8`l7Kn%ShsYz6tx%EZ1>a
zPqNCo+!{@}`{NtS%DQnhCV7c$seksu=ztFG_y6dH^F<23{^IY=#zizz8PpI<id2)|
zq+B&69}Jiuyeo0=3$ySO!S0T$s=-2Os`g~kAUwW)Wj)5d{Hh~P@h4PyO{J7p6b22%
z`(^`<5p;pXsISbTROyh7mCbZ#=W6p!KSuFg!kTT(RMTf#zglaeNBTzRh<!W_J4k|V
z%x!ZWxH#N|4bfzZ=QW+*`c6L9gqBK+E6lG;)dp$oN9$azOzKyl!&k5Hq;hMKouEhf
zPUGhI+Qd4V!Y@&5bQ-JEQSm&HgswqOXvUVao$2!bMeg`5Zv0u@-@@u2^#&&5Q$}8t
zH;)oUo{Nxpd8C+{8nNID@WQEB>Ucw}g`boIS2>A?*|hxwWo0j?Nn~9~UzFJtw`;)`
zDza<<b>pU588N%mFV_>vxA`)fFU-o9^bi2&ZI(@-f+^I!njkw|IKDjAQ_Va8K<Z0~
z?u~IdjLfDUf*G`e=6ok{j7xYSyklz8*Epaxr@20w>njr+tY-WL0%R&AtRC`y^+`ZZ
zi1%HztI7c>sdcDD5Vw0qy0MY-cn3Yo<YZrH``raqiQ3ZJk*;dmu%^acY-eWZ2~C2T
zpJU`tP3JQi5vqTzbUbySA+mF=g%)aHrVu&{X&klY;t&6OHBt<Vkawp{rn3si8naPJ
z7Y^N*0z`9gMB7r@rK}3MtEawx=$|YfbZ)*etTS`XXtD<yG8^#Hqn`j-e51ug{R;He
zv9IC6xMd8g+L?bW^fsTE{4%N`uwb|xr&RbXvgAP$fKjmy2SfOpA>Ntg)2%F>tKtf8
z_l&2<>`Jre%h)6nQx<W|4<dwo=qmsSV^Y;m_>iJkjymFZ<J_kq$Hx<r2!=?BQ*`4c
zFfO(4xrfx{Szg49V@9ZiDruV~Rq(s1T7zCOI)q}vP&=A{_Vq0ggeeViiu<h@-v6#e
z@zg@T&3I2R1A21tf3dlLb%&3-XyhMUHVUm2Rfv;S1K(r~4gq&t+-0s#s&JBNUf<8I
z_=qLAF}%$mOrdDRRqz&vXQ&6&iRIC<_~eiy_a-sn#(&|i2;8GK<E+6*6jI^3d!YjB
zc7Kb_Rg6-i|ME>4j3+3Sy?BDuIWxPaez7QLs4EKl*ETok=VVku{Awf|7h`q2d>I)V
z(y`$hcRv(_z*G-#^ohhOn4<Vq#FRA!?&oCe7;FM!jcZv3oDIauEo%}YZ|CXF<lo_b
zyaI=B`8_}RxCv&%yIdeD06Tn0s$eqgTP$>is3E_qJo;ny=kWg_lKn4b`8O4b4U48D
zTat@{%^JcPNGNsfzO!$v8dTvPD>V7hHoDutt*kl*yBFaAUmv&&kHhIzj3iGUk}_Ci
z_A_KK@!%8pv{lKk7%zDrb8JIKgB=qyypW#rlA<A8M+ss{>O|%e)$Ngo<>|a{bQIV?
z^{zxq`1*Jw;MjKDfv{&%-4uDLA!mVmB0s|i34e7Ea_uzRu%}d8?4ScLo3i0`X3l`s
zhZAYc$olYsB?YBEiTAoJC)CkWq;)|d>T`G2b5XN1@nj`1Z<&s&^DAh8dVKo&o0%D6
zeyK3jQF57?E+L57U>$I{Lq>rSiJ7VHdB-#t;h!4+B=G(tN}k;H7qY=2T~iQmDitSu
z{A^bY5|f>q>^_aJdD9(*oj$US&Rs%bLWSKBDkg>l*Xj2bFTL2%D~~^{aKW#|zt4Db
zvPH;UTJ?M*s!p}N08hPxuGl2k*OC%4F*(VbKr=V0XW=MFRjR6hqY_iaSRQJ^kVm>7
zCuR=?M!W-6>K_tS%>7nW1jB4{Ur*ZZ$a<A$XME0PEXhN#@WY<kme&5-@KWavkK{75
zp}ns;Vc2Vscc=v+ci@9w6(FdyYmiRL<b*oNnB!A7zz=85vjb>i8epim44o+HkLh?$
zVcfp?-6+kESk2MUF8jN;;D0lxP>SV$z&gu$r0i$&zuDh%VPE;noSWALYYgQuzd?cN
z0{WFE#SAtU@@RtziiW_vS~VI1hZ;Gt8K{V|`UIv4c1FR)EPJTpR>BEzPtA_WTY$`~
zq(LszOv7ioMF*oRpo0HpEKA2arOvaO+sjmgyt+U{iDp^5KsDdA>@ALIqY@Ew#5W2p
z+N&lRbl)*8sn6T#H1dMLc&3q<kjP{j(ER3=zpi-jHkhwo%4oeChv(-Eb+xc&(f}2q
zynH2BRF{!tvlvSR1G1GjW6l>i@IwWKJk3lXvfNk^Sat-%k2!v!Os!(S-%cxxLjG^L
z_^ay?0`~tkaq%Z**pxLr-}pV&4?UeN?3-i;9O|YR>(qy|vz=mAZJ%(L%u^yy44+s|
zUu%l?Uzp2<Nyw3F0M3KmpVz)QGc)Mdv}={u$^}1U>kV~D#OU^I6kf~RtWkJV)Smj0
z=nFWvx#l_-O<NmKiT&v7b$2C{(S&-^9UcVWJN1oHOVe1na~YPR3o>|w9ejNv1mY(S
zGE}003(McP+qYx_V(RYb?>9IGa!(#+%zrnTH%eToHj#s6Iw+}-L6+JL>ij9slJrW7
z#u_MGxF}soFS_l9<Tq|MWg_ol!a7Oah*plQ^tT`Ttv6SM92C41!}>=JRZAe+KaY9+
z$+9GIfcc}Xr}9^CI{8h1$$A3hLjOe;@Gx5%lNic(a`A3y#Aw^z$)paHe#5N&x8g5u
zsc2ZJ-lh{1hEa%U)@6Vdvtj)>J_{pWbGS@v0w3g=$}2~C#XMdugmg`f2*4}wX0XTd
zuE3Z2??*R57-h=AHg**gOmgRHv|7WOfGIOb11<iPY*?T>sh-5oRgB&cKYULFOM~-X
z0&TZwl7W&Dj}KV#Fr;jnA~_9nVv`3dK%^&2BDIe3bpQWa8B^g`@_BkMbz$tYYZRN+
zu_(^Wn6mSzO({WAQzGgm^H5H_#piPbjofKb!}kMWi5*2`R1oqg|5cUW;DV%qw&4}z
zTNEjC?B<siAI<2Dek7uR<qnJ5I`^@-mRNXpE#%WU8Ko#fATl?N<gq#@Uo2$!v-o>U
ziFmCN7{}Zw1J)95&(9~y%%Dr-TlK`R>Fj@=oSJWkf8GEx^9BlQWoiDFvH!^Df2E~m
z=#Wa#>rWWM`BoO>7+9+XgWVLVdyDoGq+qU0X45m4lZ4I?3g+15EO4uy+|^Y*vGRtn
zL7d`*=LAGmBzI8BH`i4})209lzMR3rgCu4x3P7YhW7&RAR*X?wkWq34h^JZu9OOdt
zNui)=<J#*QZn03=20fM-86R>1!s}>i+F<UInJNq_X$}l=%Q>J&+nu$FO}%&}T-u)b
z-AH;kZd%qlwgEohwFH+nla1m}F8;4^j=x7Y{-7F+CRrUAIO!;2CEToekGJp)$=TjC
zNL0N|joerTF)vL-6yy;<k5!wTKI(b1l?){a6A+jWPcppat}+;kW?wx)*LT$MB&IY1
zp_YXmTdLbqpE^vw{c@k}n;R^;X;5<}Z&xWFr7w3vZ^zECk)`cpHWU>2n16m%{t9L;
z3pJUOvVXs2Q^bI!>8iitYW%e&d|YUMaYod`Otd=pG;qNWH_I2d)JI2sOmYe*@`pA!
z{0NQal3WW}_3b2c(=-X(pE~^0@8*9<f=_1s?I!<Is!_#Y^SMnAb6lNrK<Nrf>JmAc
zkzv#kl9$3lHiDL>O$Iynl95KHrxKd<jEOWl$RdOJMK7w$BKxgW`!%5)#!Pu4*9l;d
zhPFz~K>yMm%_WIC)^MhJgHa_685db%ud~JNSVP$X53k>+T6L76Q9z5CDut->DrT6f
zrq@qSmJ9<s$M;8y$q&U6Jq+A}7k`#U{9`QDh(AKu<>KQc)5xF(^t|SOPKP|QU!$Oq
zh3|lSqjCz5+<xNQZPBW>=vnIP50vS?B!wR4EfdVc^_;a5_>BJ$Pp###azB!*XrQhl
z9N6n-G>x#f73*_JD~PScwC?7sji51(N7+i}9?`1%!%MQ@Xt|Fh?h>{uqV7|1y~@L0
z`{pqY8vykvt`A?K2!xVgHIQDl)^z*>qnOZZJ=mF~U1t8(5mI;e1*`UF&sgYRo`Q<g
z(e-Epms1vFIEBV=NEsUqMs(eMcxb^S?pbSkx+(#6s*B6iil0+QbF7)s-Z(y}|6-{`
zgHHdvBBax+UmN@t>%<YnIV`obCF?*GyBW(7;rMVfS>&RkZD*`dSx5Nh!7Ii6I8lcK
zTvFmcm^>Sr=+(Hv7Ex2JhV23!Dp%1uxjv}D?TZ^pxbCEB^<<v{<n{eIVqyTK|KLdL
z{riv!Bz7DhHt)c$tN|o(I-b(Q_3*f^P^#tHHAw$1@33OYG!Ku{rT>Zm7J5o@jwpir
zvCYRWi=1;a!GpGW-EMM+lvRIoCHE0R2$+W+y8U0e*igdt4D?$K2nBCe+$XN}yWbtm
z4umGkNVe{LqY*}2ls7210}Z>Wu|w5Ajo_4-da*Z{unZq6NHAf!FxvTNX)s~0C7Rs{
zEUc`!uB-69%FOPcRJFzxo*_1Cg37HX&y!j&T;Z|zCAT9!h>JP)C>qsfKg82-1?=n=
zu=4Odp@-=baW2ql)UQ*4)*5wRx_EE*?<V#}C~35w-k5ji1m&2aZzK$k6a>l41uwRI
zSq=8Mm@CK<Gp=A~fQNo9gzuIg&%;js;7c!;2Op)q00f*b|4(6O9TrvBw*6ZKr9>J*
zsi9#ANoj$h8-{MAQ@TN=8R>562I&Ur4(Sq<Zlqhj4R}9~zTf*D-`~u^%-(D5wb#1N
z>-?Sj9DGZ#)UTI&94qZZL}HNYZzp11t+Tt%4YjqFfc|Lgu@ZT(-Wf`4(_xr{@pZ1&
zx<B=1J_Z!Z&QUEB&!Zjk!4R7>I$(8Bi^=QPrL8Yq&w?V-LA^v?TsE2XPcn|4&-8Si
zUSYlMX{Ekz^TQMpRGEW72)R^_1n@f+PfBs{$;>us#>pqrVOTHIUF_3P@qH;_S)0M;
z0}_ssvMajdH7yjM#Q+Buaq>DU^W#eGCm2m{ouu*mDV(`L$IdekAL><YM6`3CM53|<
znLXWd!6<jDX<ylX{{R8h5E<N0G%IGOGu<^KC1CWV#D#LoRwd~&lp}CGOm<sgQcm;=
z?0j4QufN*UlBIXHvsqg01gxe3CMQXNE^s98=3ppNcPKNv&E-%ZtK)JC*eSV8M_z#v
zc-`jxh3h^wfJ&qiSYwEFPW^AO8;|#?xA$d54P$<5b$j_$gkAtP0_)ZwTclbW0)PTa
zCD~{&q92t5s+>|y_Y~l5Xy5}Xx?chrQ*F*xrT?dy1ybR1=#N$4{pe)Js2s4{lBNT5
zFdw^g`SgyuG2MYBQAe~q?49G-+^Q%Gm_3&|(e@@wQmARIdX~pabeuxn&CO9DQ1#jf
zVKc6hIeZ=hK)48lD;d(TpZr!HxSkn_X5bZ({`j~Ahk9fs)dC|878w?lP%h7AT}F*p
z(c>N)?@|?#w1fA-I(s~ZnK;&`_}h~Ch$R(fjYbEfzGB|9=+n%fqS!z7bOR_W8^agl
z>8NSlb+Y>_o!JSt5X<TMLT!{H$O0F)TBo$(7WYQr%Lt@u^jz=+QNWqcAd?BE-FO8C
z1Ly37FUqG%&l;++-K~%&)VJSQ$=fr9a+JB}iDSzTf@5dV)oc;V_jVdq)w=ogJf60r
z1RH-Wn6#?93c}ZWw%as|Ms;<`hm8a9Kb9mysRO9dX>$Uu0Vl@Ns@jFuBz|puE#{jX
zSCQMD`X{h*(ahU<gl6@+I|EE{Q$({)oX36NaL17QNgyyfsW-=ovGh9Jfb_S)&u<KX
z3wX6M0M{fuaQnil7t}mkIIM2XK2w%{*H^|mgq-?e4wbv9GJaJ~rUi<b@b{|e?Pf1%
za;@?7*!tRNsWUqeOY~;@g5~kk-7e+zFq^6>#G!5(i@7lf<oc2WT7>w9&Mg9XR7p^H
zZd#iMFE4IIza1`z*^L{!suu`>xoK&DOCcs;qHua@Ae+5#K?(wZ9Khw>W^1623Xo^~
z*Oa0Ia~k2qY;z1eV;}PaxpRBwB1SGXxEQ;H32a`*n~-3eV~anuIaJL=9A1pYrKKYe
zLkMaj86kt6DrKlQwSyI+p5w4ta&Um2lubt*R3;cG9+oL?#PDj?Ho;*!>NHIgXR^7H
z(@(G>R8j;oTy75IFZO=aQgAHS&R?*kjkuo1buNwST?|sxkeWLMTfzDjiz>yT8Ea&M
zjAn0IzviTR9=pXZe4Uv1weLZt<+KyKxoNgcUyzAG_|kSbU6@YC<#<P&J2d7w!!;l?
zQryan{z78`;of-k>ifL~d)o~xr-EC$lHm`sMk@>%_W*82V)4PXBW>&b#{1Dz{)5mx
z&%LUus*_vYPn7@6mgZ7d<%R7}D5&moS4|$TIS6<{4*_p8q+&9KTe)1!_>Oqv7ucF|
zW52lTW~6m^y?_V%VH~os*W1UhLrpyt76LGDNPgZ5aQWt*3p2f`2CN*_+8#T}^4QX|
z4wq;-!*4>TIS{W-@x0z1vo+f>V7f6T-|fP_1af;`P91a1;Rt`-(BWBJ1Pp&3*Z9Z(
zA5Trv-}ag8jPCV26At{H31^V=6wfGpO@@ETFIL+%Cp-J?;IybyDP9gJc|RrI!MhK3
zioBom53GGHSkMkr%z=qCoU?<@R`C(6`B5Sn_$`9G;~HXHN*r0m@^rYObSKxyAqBRb
z4_Ha@<zlFEP+Irw3;Z<-6+0h<RN49oXLm{(5*EwC4mFVhM`$#sVBd1qs-WRCI1y-h
zw<3Ufb9)sX6HFtIe5CAok*4Ni8b-c`c<$Np;s@Vj$9VNzvwn}0mF@zhwx933n|`P+
z2X+-(nw*(j92UD7ExfvZziI^gar{Z(nxX#4?$W~@GrlYoP-7jIjxOsMY$fu<j4K*d
zgQC7{VF9~#+P?q4-KI;@h4fh}?~iwY*Zv^ZKQ)o<(m~!p$2^?g&84ML49R-1FxB>k
zLy|%H<oUpgN?OE%l8DcCb;MN>Are;Km#ZJ!m54iqR|4wRChmzs#Uv5o@F>{s=a*WU
zNXO1!sM@&g$QXVQYKR8kbmJ=LJF7!f(J|#llPjqg`SE|2{*>wTI>@n?r)y2`cbtBf
z|4Lm1qL0LK9_1Lt9AL2JoPHw~syI=)^3eN3R~uea2!(N>5b+ywXWdUTJnF8dS7twP
zjsiYYurgeIK+VfqC`oy#N}gxL<!EF4ouR(9URC)`YGV%dcrK4!s)sPcM|T@Krv3EY
z`AsrgE*rF5SyqQr_1_hlyV@pxHZ!B1_u!v0nx6nf)g_+|T^;i<=%`5Db|$QbFCE>A
zy$R3PtSW^H-jtR=#4ddJ;;~@<pbwG)v0gkDL%y2A00o1GRy0_Rr=lW2=UWMk+&`y(
zB_}VdTN-gzP^f8~;2>62-AC5FeuHU}VN)sUAS~`oFp5-(0Krb2WDJB5PF^*^m_YXv
zjj|HD{f#s}ZZd*J8Al{<Pq3z;`cveW5_z{CQ7z2%1e81zSn!GxdK1K85y#Y-EY0>H
zzPli$Omum&xBi8OzW6*{B~wFe?|ej)OA5-}-oLHptn$ObpZXf}M>8b&-n+*A--;VE
zDl{WHM^{|bG~9tkB1H@mqhIdcG`SjUgcy|RA5&4BjjPB;3y~-ye=*jdKXEo^D$ei&
zc_>{fz93L=1=#{_P9J1wbIRO|9IQ;@IgvXLMY5>&IScE7WNjDKc30Lv*9gupw*Dd5
zD_zu}FTEPUZi5>nXhMKD)FNM}o8tRgHH>5I;KVfdWz12@N+;BN(;0S5Q^@AjJ1gqy
zwDEKpq7>gROHD+NN5jHr&kVzRz9Kmm)oPZC{ozM?mqYh<$TCVx4nmdA<5A1qD+Z;E
zro}4NpNZ$l_+K*8v3;4xbEBdqh@}@^Xo6iY&oV;2y%UP>l??nx7<wx$e~6FFsG!!~
zKf7G-J|WJG4gkuiBc^Q~!YCYyY#oKdTgpT>^Jb)$nwq@F^V#9Ig3T(}f-KF-IB19>
z^U1SKu|M!KghXV!E5P;IrT1D&@aC+xQ2!bnv&WS$eOLQx;v#VxS^J4~Dc8bJ0zzto
zNXvvv>T)8AAADxw7D;|eIEQ3Ud~}PdNa~a1#}nT5MQnYLwh#|Cwm<$b^n{lFCt901
zCAScE%q8~}2yd-E+LDO>WeF`S&adK;<Vq7RoLPhFeVj2k$Hs2fhLJ!HU1`-SLn~oK
z7&~W<i@hKdI1;toXZF37NCKF?A%;->PPAi2O){i?`dgU1>&mfxa%Xh&6ClX$RU`?r
zSBl`wGR2bniT|BR-%rGKRf^q%{#zp0lgGkSqknAjLK9`F^0reb3e20=zhLHy(vy@c
zwW)6-su%?TWMHb`vi<-aEdkIFoTQ=@M8JgAHqC)vBW<{Uh2_{nyd2%T0uav$$%1#G
z%kjr-c8ofS@ha8gAWMs)&-wXFy(Ia2=I%vXeJZ&t!s-K>U1?{*&(*LkS8=G|DcOY+
zOCkBoala(E;-}rW`xQ5A7xuzSTYe0ppBX(@_YoLb9~{H!brXIRaHY<OZ8|iNug){&
z0}5RE6a&YQ$G3D4PfldPb^pwKKMw5m{<F*W8N?_0@ooM8KTnKyZV3;9<eX*r3N-;e
zB|jOd9BRj-OxGasLO5G7xjdu63hIyj!oFt&^!`Uh?u_a((0E@}TAp~$$boek>B3D=
zi30PZOHjGVmx*w-01e^drOK`PO9|}aCE?ZqKO#o6h@P;41j*xU;UQCSDI$Td4ncJ%
zmZ@`I3giA|{3F|k&IyYqBny5jZ}LM3i9$*%#u<>R)$nMMcdB!CCMOHAc+()2b5c;G
zT-OdHonny9D4$Iz<}4Hoj$89gii*Z9iuOd=p_f<inalgA@`O_jS*R9Qf1t|4v%vEB
zlb3st=~A4R4KP{qyK_1dU{B(??E?p>jd#VNyOr|K8bjL`^NIs(Of_>`i?SEOSJ;UA
zq$-htqdG@5&HBUE0sD<|IVw_dteqVcj4wz1dMuLkOlFQcV&94A`^r_+%2}#?yqY@w
zV9bS#Tq1@dMS%CyI}3n1yyqAzgjmvRv=Fy9id-v~>+h%&D8b;N-SetzPctbBv+1LR
zmm|1XC<<SxPFvS<7DWkFAD-mV#0A2H7!ob0nqr5g`kx2MP>+AN2!sX)ffUGSmAv+S
zBd#=2`XthnS7PI&{-Ik?&{c}|>%k>0HmmHFP3jj&7Wj~xMSby9mZorRjKUKIQy4s=
zRW43nZSNnPd)L&4>dgtP6Ms#SSA9^T+hW>3w$ksr6$!^)eAhtaS$#*5%_yW7-a+pk
zmH7!$K{``>IQgI=s%RMcqCKX<zcY$aHq%rZ(PDQ}dP*NmgRDdGIP;&b{xUjcM6%-6
z0M?!es8E2!Pxe#Z@YG0`{2orbKF0y}LaYk{NsMd-jB6@^d~Nni{pojOt#RX@r>X*p
zW9x+C);EF2NNXz-)Wb8GmdhF0875gBrH{{Srr$SbuKRMjtio?KO$li_lQuY9RbjQ)
zJS@;KliWX5Vxd8)N>q@O0xRMaelbSo>ZdQO$UJY&dHmR7UeI$IwX(UlQ$`N^sJF8M
zXh*p--sk}i4xZZw=U=m?9y*5dzqf)01Qlij%Go%s=V)m;wHPsVF##Vyvf~;*pERd;
zo}}p`Xp=Jwiz@sy9TlJ1x|GL&J&h+dpv^s}@)b`!s$c9*fHgW_^_%&bLEbOq7m{?m
zk$Oi}&LrvVx{S;dZvtbat32Zl4B0{PX7yvTJv8f20Y4efgs;$L$iomuZU_()=^gs8
zclc;usy3N|D!&F-@B~#{vSuf69#a*Pu}_wA#--p1W@luSrxegOf5SN99&TKU%j{s<
z6^BsrHGL8t`}w&7%R)`V8#iWamOc4WJHlD}?sU}Aa4v)0zt!+4BxC$@G{X|OKNkuq
zpkG`&Wa)LT34?`84z>of>;+Dq-71JqBenH$ax-oq3jT+a0Sj?@y8_JghcMr#ZHBuE
z(%*x;4HcU@<jBEMxN56CwB6(Z>h9K~55%9+v;0V6g^niYwl7!mOun}P$Kc!P7`VQ1
z`DND54g>U=It|m>eFKiF%;yHHZyWkt6wa{XwsJ?FfoOqduteN?#=|{@QS#9F?X0pJ
z)tI<Oh9l>WII*s5-vGvIu`nHm7Ek)g%CEdZf+^XcLyTVIkA>k6!#^{j_{funT~CZ<
zikW^Cf`i8Iv7AWvGuQky!c!yd5c%(#a8FXWH_4%T2Yf#GzxG!z9t#S;rLeRXvty1N
z5gd|I+dyCz%Ag({89UdIqgyFV7ptf7w!mo;P^ij8iU)sgJM=vd%X<iZ)eT1<YyrAX
zvPiFVR*lkSKr=JLI0QqA1ZgJ0WBEm^5sm`_^a8x}$qJ+4>_|_W32bP$o_MpC$ed-#
zdn;i1w-0V(zEL)25Ti*JPFu6FrnM|k2+UVAsC`vj$_!#F5PmIVbc2C;1TSO6jKgk@
zKD6{rh)7GUb3kAq`WxBUnKU?yGq7+~o4QzyH`?aI^C*S~4pS(2C3jr{ch~x-mkyt@
zMaUB!>wZPJZxgs%MK@4=6iTR%p{TG|K^rxh&QeO&Rn_|x3c+fVU0~2rP|S70Ob$Fq
zArQOB)Hy}}V_ptVbX^V9){|LhSg=u5z-IEutV1mqFQ?1|9GDqRtrFbX?1AX5h>~qK
z7HO0T)PhnBRls^%-Bw^Jf@uUCb@ES1-PjotLn5Zm1t4;F)4BF>PdW>xhk1^xCy{8p
z3!0+YnK4eBU-i?+4Xcl&MHTh9laN|ZUTYE-<|F9TXGJz}L0J@PLuemF3m-N9Uj2Z9
z{p(_H_ffwE9_$xJ1m~C<buvV1B1RZP9TNW1I(>o4dCa<!GrnD+nys2%W<F(Y`lY!1
zjMUt?yzxb2n$)|H82c!NxGy2XujJKevx5)~I{Lw7!f7NXp=W_~2LOi^QMPF~VY$-W
z-JhZBSX3M}RiDh!3?l>~B@LApqAAs`OafwLj)6bmkr?G0eJ|U~+7M^C`@x$o5gh5s
z7O^d?39fqcviOyTplzNF%b=(HBPz83#Op5rKzBV}<lRB*)6BM{jSN%y7|tGJ1*#@e
z;AQ{MaN^y@*&yy#^e6mlD1ZKU&C3b++)d%mJe>_?B52lk4+UJo_&V_^5`539pPj_v
zM9M((9cAjw#K&{Zpp<&Ztg@60Ms(de<eI!41k>57SU5|?4*T>InNc!ey*y<Y1|D&h
zuV%t5E`f+sQ3s!e?*wQ;GLcge)08bXMD9Qi&Mv&ak1qD7C08br;kl&8k1?g6HAF)k
z<qCb^`tWroBFR>ZJWieV{N7D*$b)@~5h?laPM6U^iw!TQGd&+Dq_;Puxq!=Va`WXS
zJI>%-Y&%3U36k(@k?dLuTY1)IIt;as3|tK+#$8a<57-Y;dMWr;U7R|Q=c=BB0!@}A
zZGgYs<u?iIZpiT|Q84tZL*ra8_knl7Ki}?T%)5=WBFSQUVRvLasr19fvrda9s^g%U
z>1Ysx(h;?x7B1<hG>HfhMI&gWl;wodK*@naxVSv}2{q$0B{s9^U`k`0u5?<YtXQKK
zR?;K5;>rRXINgb@%r{gj3m6O8>f{)8Y@pc^M#a^j6Fmveyxyv_4+*xA=~Y~S;N#mM
zrpSYdFtgG&?-F^6+-C?hIAo<@PDJ_|W>LJfp0kWd$yGa{c5GngwI$i}*#=d{p&CC7
zzmEHcgu;i%FZqCzUoovlj9yy1X|yn<7Vob2<8B%x&lBwf%^!bW=I`?YjU09vl0=?|
z-1y58<sj+3J^+rGJ4L1N#=1R;(&6*RMG;LIQ^A4!Ix*X`M`Kr6xEpc=G_uo}X?S7k
z`P8f_bTtO3M!=pLAJ(1wA`(8L7&3Yg#Omk6)d>p5fI~jsE|~V9kHFfHi~FJ*daX4U
znKzoL4rwhG(1{CEGm~%9r4Ke}RtP5#QLdI5Gmi)k7<SZRp-<tVxq>oR4}Ni~3EclB
z7vA6a`&E5=7JhxVwg2n9LwVb~_WXXX2P;C>^QI|R-X(l5WykWZQ!U)5M{Fzzd*#Q|
z!z4=Ea^#J{#lah0YV?e<@kfJL-;`;okfOwTzPyb|U0T8zT`!C2Ci%)xshC9UII*Qs
zcsfj1)<4xX+lhkoEb6+8V_+V<Lxz4W;21h3I106oz}=u(2rP|#-ONhOT%JB-(KCV=
z7_s~*q$p-BUF~b|Y#UdpMur>wPOv)%@bI>!(>v9S@Qtj8BzyR?HY|r3ay<ACN&Wun
zdIbMRBk-TEBnb>sELWSnP}(UJUx61+g%#whI2z)*kGc=-kOLFCb$UZO@II(MKGw1z
zP4Zrp-xW4v90(RO=CABXvbX8vDqB5(`eoCOL<&PfG$|9J-2yA#0DI=4!l^u;WOJ8I
zUQ>$RU?D^6p3OZcmtrz{Ydg48^_bepk(R0n;)N=3ySw=J%6J`@NOkg!)y7uagfest
zk#J!q@BwL`euK|63GP!f8>f{<XmOa|<@&@74e)TigWfMlv549k|KmUcoLd!1hE#HJ
zm97IADV?+2{W7?SIv5o`p4AYkgWaX<7^#HVM(gP!sw^)&>qQ@}R+$=5zK$sG&F>d=
zBD6yn$pcY(SfxtpfvJ>D^!oER6DVsHrBU9fkp|YP(8{WPyspE~H^qa(t-yjh#$|b>
z8*Xw57$qfCC(gAFj>_6%-J<cJ?y5?LuFJ0tk{DdK%~KBw!ud`ju`h{s_e1Cz?QDwG
z)~W;G6<^uhpR%wqFqB{X)guD|Ts@zw|C)}#7Bf2M^)hFG7iPD_LrVmQRQ(*>P~y=c
z@m!89VdWO<m&$VG--5QA6v)&wr#8Hlau{5|;P|2}@#F1?IuU4qAQlhH@DLl`7V=K9
zbYlLP&vaGocM@djo4lwFD>)JwE4aYQ+}aL-;EnwkK~c%yCiTB|ozh*BHz&C7cCPDp
znP_jANtnHNjg1r|tY`g<D!3E^JtC-EFdF*)IA)enLqGgmr<FpYnHFzt(BJ|k>x$d`
zqIg$XxMSlJh4P#X(UsJeA4V+kH4afM@YN=Qf`jS3&PErEhvKW9_wxa28X%y_0suJR
z6MIDUvg`TXBY@^v?==X3%VJ7YXQ!r^0jC!d_eZYnusnZac6!8Z*>^E_ny1|x9MU^q
zjG?Rl<T}8&asb>Ns!i^eT@fpNlMFgdCttg?uZ~JDle~7DPq$Qtg08Gqb*#^ib!KMx
zB*@AwrV|YNCU|(aj^n+~E|p?a>%LWysf7c!xSEy8(01B;Gu}Jr7cOTNWN5RMx6Zl~
zFQ<h|DZnf7YciIh*;WKwc-ESK6PC(vzn0vI_G0X`s5++K#pqY+uhWf7;<(EZ$-Oz7
zOOEH8=G=GRp0i-j|1Z7n?SJTXS2N~&gK_88)${7Ey9mv7E*F!4Yhp(JH}6ij5JY%~
zKShn~;S?M?<YJZh28*63T5!LX-3?4%2MC~tMb@5G*{f{=#wEN?bLK;Yp|9MltvxO|
z08+c|#nI!Y^I$9qFZD{Z>!NC2L5L35b$3b1d0vS0PHk5^uhYUWKma>PmfTaVF<A+<
zt~t$_^fHtTe^Nbv@(d%{<^sbw*(FLcd@w2{-gPDi4uWyxoU)GuyXZRQ_TphQNd2(T
z%BTJHOs+K9izn41NKblA)(zUnr>FWom3sXut$T_1i3=Eq69sMo)-U^Vm+G_o%q>>y
zl(-h73NJm(gQw)%)z3#2Y<U;*v;JNd{?_heZ%%W?u;Wu%!&Ee}6NpPcAlDnwb3hzP
z!bM3hGwtkYJ$2o|MQKEQ{4wyACQrAf{J)KUSfo6mxfve)A{;B(ASw^R{`Ttn7k~l{
ze$IWRvA~n|27CLK7>MVwR1UER(DgcQ9`dF?0Ob9D?SfnYs>`3p>#B;le(_*5z+~4B
zWwp69v!Z0yiV+9jX+k9g+W}7)-Z_m3p!G;SJGr8w+1cr!`gOvLalIBB8kM0ND1?@B
zVXfFHDt|P!#26FPpK{HGLFh0xuVv}@Cu8sYbN6pivF=|(BF+y0&qeTDBfw-WxeIV(
z0hqtQ^#P7pba_e1*`R1Zhs+`DvR5=1$t;CbIQQfa3Ogpfnkhwmc+Y`Imm0+2D)YQH
z0v+&J_nW{VS>F3gqUc}ijuQh-4p&!4THimsbWk+-jlY|z?FLxLgfOPNaz-xV^#vQc
zJhpJMPEr`)W6gfEqW^MEA*NaGYy8YiLP#_>&c<MDjva>I8;I(I#*axV#^s|Oj)n+}
zH25Cjk4DX{7lo$|cj25w=|n0m#JR`gE5FMKrk(NrD8GsX2I(DY8`Z)Rzd|OCB0)M*
z{K7bCMqbnSnIhucVt|uhdPl|}HR#DWP~CLRdI40So$AhznSot|1+7ZtktEA$1j&A-
zq|r<bu6dbt0Be4~{lH2Q=js<@)59teZAzv+2N?wtWhFI8wkvxKe5-6RTmBo#TwMm!
zX|N-(A&_%?YFbA*Wz;{MkRYg`arqo&zPhPePJh1P^!8p?Z4{;+G<IjmX-<9<SE>dZ
z&}ZjsEX}gqZg&{QCMS1K_r)RhTRWkZ)w7QWjZ>0u7Wr?4ApoXYLy2zkw>K|ce{3n$
zcGIiHrHgHBvgvT}AoXf{$QFDxIV)Lm`6D&JWQdnC2Aa$ZcSi}M?Z}lE8vM2SmH&J?
zb+6WGu%LwDY7q}@0U%mGdb)dBQXM<sVl=<E=U&#>s7ej5)BOF6sF3_lMP$N{Cj)x}
z-0rvEzck(K`PDC6Opf#wpA~8TIASDfx<1L6YTbRxU16%7ZiS)-i~4fsR*qhY6y4=p
zI)U-oU3mf+KpN~1p4XeF)5dGS5{&h=9Vw&vsH2U0VjCS+Rb?Lwc3jG)1Z^%fw@{DJ
zlE-KPltp15cBItz(m?$U#{>7l(@`5!Q)h}8aJ|BFqo6KOsyPHkIvFm~k0DLnf-HEr
z5oyB*SK?drMMEk(MCvCC(|b8N3eR5(8lJioq@N`Tv?;OZb;ve9By6j&`|UL3nMu*`
zjz=&Rh}$Pa!*NW6s&wi%)aRrnd_UXZJWfIPpF~{osCRjCu^*~c;qv+*m{k~!K6=M8
z%|@q~W<9UfEuh#Mflys~e(NLd<y7~3Je{NIkdjcolSLf6h1@(OhUV=t!5<msnRk+D
zRbH(F04XOELDf%gUTW28ZVC+WdrAyRSs2dIlMI&z{;+Cn2D@--yAS~p@VS5DVZYrP
zhUo>#4|$EO0<6xPvkSL?b-J7LJS6V7+;JFWk1@W|l{C!`;Nmu%^I<%B&OQt-`#cMR
z1)7{O-Bp!c6U<94m$Id$6)8h+uJZi5n~8pFkkj&bPuT$tvRt=CA2b83-UFcWI+_DN
zwM>>fV0Jx3Z)z#kK6E|BZLQzKN&w)luEZv9&Zfu{yY=${p77=~?}Fm<#-tN-E33xU
znRt2Zow}_P?%kS!7?9iJ_cy;5m9%hbFJ`zis1vGyKg@uoUfzb#<YEHo$BT~OQ>?FE
z$sYXx`Lby1BR=m@D@q7ex+syyk0d*<mu`a%z#<CZ_Eid1FM%eRX8X=i9oLPWJA<JY
z-~{Zj8%*YN8@vKO1%zk-pE?CTCCk5bK`$Iqx{FZ)gu%S_n@*6f29)_*iBx)^sD7`i
zO`M8ocp!l)<?TNhz(W1r<#4`!eNm^p8I53UuS`-lxvtOADEyiq%zSeVYw{>4>RwX~
zM?+@Eh?V2AVR<bKuS#ox8~%ar35_XMzI>IA>^f&{%crRT9$Z=00Bc$v-o>)wFOiZ`
zobgA}4xcxc+ACe6G8g$xzlIZRVUsb`KOytP1r1o2W2VbFBx(|EzuTtAq$I6!V9Gl;
z`quWNT}hPXg%d(-^160mzDL2sLJxzkD&xhS29>W~GrneH4L`60VI%bTRq-<%=ti0G
zBxQLb+%v<K&#!h*Wt%QGTlqXTn@+ze)(x4<LV%0>^8QlRW&OvR@qnjC$3f+DcJ`CK
z1>^oWy~o@9D+{5sB~cO|cCOn%UM^Mu8k$bIa8|)!{lTRy=dT)%$EfS&S+&!}WP9;y
zlQ86V-1<v>c;xfvcxb(ECNMMr#YZ0sGrO?=WmXzCG2cQR<YrGTRV`#U7K5kP^hoer
ziht-~+SLw)7!!KXf_8d!_axOwN;heK|LfdFEi#>nAjpj#w)-#F2w(O?&&5S11}_no
z#iu@-ZUXOztSRfScS<DKXon>IUlfKqrq%SRd9u=##OA8bx0g3)8fY_KplC6D1B|O-
z*7q$F6f+m}6J@_`6O`f*YGZiIxOh`~;bmy#xl(3-w4$a(6?0Hci9!q3IVV}AzJ6<`
z<{}C|C#+JVz7~ViOVN{gmen4)s?iysMvtRMa<L16@f?(D1L7^h`KOuBp}QY_skpqe
z+~O_}HJA-3nhSiPnJ@Q;Dnn*U>GNEJ8@nYH@+lS9`DJ2d-8lplpL~ZU#(msXJq>GQ
zeGVM|6%mWlR})O9KQfGCdpXwFb?#OFbvSJKpVTW%hh!PtOoaRDZ#FhYC)Q?7!z^)b
zuL3C%j7Las1;=MR%$|YCT>onXoAsjP<^@5b{ZH2=cH*?pkzyUMC>d~tmEDQaX-f3B
zR4sN4VDYxnr5|`0k)U4rJCfKmDFWfcOE?2mAX@|^KpVIk(};j3N)w!?SF0A|WP~E%
zK4pJTJ6Q-Jn1_G0Y`N++VbL>pQlLdxH~Fy*$9Ql}oY#fiJ+_@P%UEt`2t#C9vXZ5F
zr;mm1F!(U47H2bZ?v;oZ|MN*;jQ$xGx+`EYOHs~~ZLj=UrF48hX@c_`M~EG9MyEbE
zpZWY#ZHPA;0Df6UR8v7`$Jg<|_|A@MfC8!F@dS@-hDkPSvZinD+a`+o>yYQOWF|l+
zM~{<urZZPw8DL~g3+=~|qMl<q;?9s2qsN56I)<r1m3iAv<yZJx*i;mY!umHyXzrf4
zW?;#WXo^2w(g(P_%Bl5tg|!KA_6ekyj7yus;fZQnVdHatQt$CAte0nXRs0)_l%y;B
z3<udk%0GSnQ5~p?^W|)1I)M9@ti-PS0Vq^^uwqy+$^op(f4VvDC_eYH#UJpzX$qf7
zlNFkpI4vZHkCee_kjQfjhM5k*!lI6|nTmvxVQX{^bnN~Ci4~YDn881LhV2~OS8U`!
z8T*P_C+<r-g(1U2&a26$xE;o`PBm&d6b(}BE=-Y15#B%;;Y=IQIKvVH0h(Yp%>`{f
z=Y2l}*Oz(JJS1ijD?qAI6{&h=t^iYt7N*U*&XpEMN1p}JA<(BVp0pC-K1%8SsMTg?
zuP9%*q=2`SD72{7^gtW3nKI?1#XX93rfpz10X{%*e_~pP>v%e@o=Iy^`V}}KM}4{N
zTE5)~0tn1I?TSJE5ir7kx7z~~8|O2s&zu2_TI{<`+p<EMH(Xpj7N^0I0cJ+sBSVBh
zM&-|AQ8X)=uOx7`J7V79`gT2wjI0%VO~z(ZTA1hZna`#Os3K2VNxYb?dBkjjCn#Yj
z9xQpPn=74woM*sqgsGoLjRv_vGONUa%;@Q-t7$*c(c~8&`_8qIijWw>+M=u)k8ENh
zKDUnSDq)sQW;v8;HkQF8z`PU1^{`q<GJ~L@!1(@(UPDw7{w%9+!vT)jf9Gd6dkN9=
zafuwkw;9a4eH4{U9b$!T67X{m1G$kXN)Z$cz|7a$)T{mRxFUmEvpivO2fp<g=X2zN
zYm()Lt%~JkoF)u$*`JcP%+uLPduYryXqCXN)J3tq8~E9yVYA?$SZg@_3@RC?3L(O2
z8JguW6$uQc5Ep#4QVDW@*b{DCNxs%aN^KG35PQsu(CKcFuO79J!-G>BEF_e2ZqaTo
z@9tBY2tU_C4Q1oF;k=J`tklnycMPL$2GUi;|6wab9l|&v`YkNR1jua;Jj10A8;I@K
zY!k4E`2s5VB=$OsHjvXtoQfr}ElK&Mv?%Ryk`%!IAAy3K6cymiipda6>!_hdUCO@N
z%t97LOgII3ET<#>*IJYfI2++~pEx8}a-2xeVvdPvbfW09bx?w+$AqCt|6EIyAOrr{
zDlcEICP;oV-2<$DP+(18*2d+ABt<}i{)$7~mLjgOyS9q|IL!l>74gIVP29WN8EG*y
zi%!-5TMHNKhLnSj!_OrRW1x{IpS8c`Q(dv2Td{q$a0oMgFJ8tYn?f1i4CO6Pc*XKy
z<lR@$dxKgt!nzmLmSZoZ>6<euy>WO4;U?{XayIiDCcF0NGKFdVxpxXhv9x>@nVSP5
zDwFiQ2y?$CJ03(Qn^Oh5x)au$af90n(k6Dw!aP7A{w$j`O$1Mgx3SRsn%=+Rg132I
z-3;h`(BB+N>Gv<jUZSl^nVK-D#z5nXpxwrq)6W+&?Y&uYggr{eYdr}QhuLsId&SJc
z7J!?$A6(B6uQJ`=z(ccXYHP!+7)_Wb<-}6@QOu<`7Lk!ol4G(1Jps2f-45fM_p!z_
zp8{Sdi_8|1?Rdc}^m=LCx@=sVFzAt-dz)Kc{|J~1wZ0wbYL96Q5W%bc^pFLsMvD2x
z$zlMLxQNp<0S!6qu0!!Z6ee8l)b+m~>Gx(8|M6F;y@W<0x<pI4^p4I3*=Vgg9S<y5
z#PnCx<p;x}3><add(VHw85T}U=z7*;P=zK8h4M4yy~n1Hd0n!OV5DT2qBNnGiTGL2
ze@JB*k_J#>;ifgVwaxm_w2J2jTQccczDj+->Z<dfIb6ZSOQYHA(PT>imfmeNESmTC
zi|buaiNXJE6uq^6|L5&lrt@OI(jZ@3KEh9dfjL-+4E7+SP{e&FYlFyiG$6m3N<lon
z&ma=58Ef1jvsE#+k;WF1i2Jf-k6y2*8*5PlDb?lk!7$h;VwH<QI^m0IB}lulcO?>t
zUBL0>3P4(sS?c1*3vg3HGJ(UKYX{FjS511KveOy~l;VrOS?d=QSA0wSw}fdu$QO?P
zr>tLZ(4v+-xx|W|%|v4szZ<gWjJ=R2IWf1I*V+4%Q!g##2e)AYA!eW>-D2#j;573S
zPNCgTwPFGUOW(gyIQ2y_s*gYc(wvs^_uwQ!BKbg9dUDedBGN!sk)h~h2w|Hc*wjK%
za{PI>&xpnoBnVx!_#)x+d#B|co9(Z4@0Pjw*NYlx*FpfybT~G>@>x1{>{0<N^pe<0
z5meVf6(p~)(aaRE^LKrFNRoj-K>NdTcqpXh8S%zrN)0LbN483ta+otRiWF8ac}Fuh
zm6AyCZJXpM+HncXtX}7~6`RM~aG^lbsE&#YMO~tL61Xw$k(roA?O)4Pyom$<c)|R4
zQ15Z5w@fyGSFkUuM4)X}F%|K82;6(Hd!fy((SkRaZb26AttpoK!~vkCNkoNz(RnF=
zAx>LXU369}C;};`kwcO<F=8$;6U)ll<lD48e_JBoSWR9VYdcP@9YdWumA87!<$LXT
zd+}BC3kSdtd3|?V?s=ZSZx9$m?}M6??CKTt$(Q9TNB85$iLjWFXU|tHs#ZfpVl<o3
z#O;?Nbp14O#lu*X+en|3WXa9JjrZUu1|>l((T`PWGha`e`Orsy0pyZ%)#6u8?;M`$
z%sry7me|=XJ%;!kjEIHhR~!F{Z7%DZz{0TV_-lxI1i4y24sK^XzMu7-m>AiSKO&98
zarkM*z_DnUqS@yaG#6v}62a7`rb|i#0godri2E=d&m_#G%PP|PWGS-0jnC#FV~Y9<
zMUtOs1t29=*z~;8YLd~|rAWlLDSs*YEHm;^gIRlsZgp|ntu0^SzAZtE83W_Q9)b36
z_Vt~8_kJY|egiRC|Hm?dU%G`_STu$rduAAKD2vQ+%CWD^JV4MPn3}U2vgGER{Z2?m
zD?3RlGe4TzCD8I)1{c??W)^mgflz;8MoKmj7dotrcXPMk;Xx1z<{6M31hRh#mQJ0w
zzr}+8qkq>W(#^mLLv;H)N0qWjG=rC=nJ{59PE4xeqTMpG=0O}xB{FK~t?O&>k`bwL
zF|No()`of<ycroD^jv9(Waz_4hC!Kfpf|#|2~hCHc!1qNaV*58h%?@UbtchPz<Al}
zwpeq7irxpz3dbG`$W-F*5xO0fzh($Bk*|~&^-4g>uy*!4Gd2VH1seWf9@4BsAMXTD
zFwtZH*RyDvn&o^$^00Rz2?&IJZ!~9~UJ^MQU3Ob!DZr@*N_Frqs>h-ofT=e!2<t?z
za2fa=ilVXG>kd>GQ_Yp1e3c|C5!v>3u<$?8Oa3f~Ut9SG$u0VI9HEpi!{O9@nf%`c
z{mvYEM<d&J27o@r4X#FO6kQ&!3zAJ9wx?MsUO$R%>i4EO7S!v^#xDTZ3#aLtjm}l8
z9?<5!ZFYSh9aH}Q@CQ|peC8k2yd&HVRpLw+6@Ywh^Bl^g04Fo7<7XZ5uZ<S}Utdd?
zk6rc}`Su!{c@D0so6e_!q)UG=^MA2*_C$R#MQT9sz-YO4s>@oWik8ic<7`L;j!Whi
zC^c4C;;suGJ(MhT>N=p!iSGKwFLllhD6rP++)T_8yZub_0;*^!HWxo0d+EovcwgS;
zJ^`K*_uV;;;>O)jAnc~G4K0JKgdh0MQES(C0Vh))tw4Ez$z`Mlh{Qv%W^mc5^aW^k
z`x6?HgS<D{iPl`!{c&kV;g2naac`YCK;_(a_k7g4Y2#{8n2Q=+*i^N%r@f)6>;vmh
z)c8UeEDMgmDy28VsoI2L-=Q`v?3||T3w-9Hcy5qjEhx$&eK@@q1J8z#TM-F9)%2Oa
zL}mFyAYrn303LHOrB~VP{jq=0tENtV)wH9*!YA3qJ$SLQ>|{VKzJXrp*nK5J2XGDm
zg=87XLh}U*;GU_icsrRldkxU+n$C+ffS|pboSVb7)SK<3kYg3VY_Me+iuo0A=h#fd
zr*5h?0ie5+xi_t(k7ch1v#J?2YZkjW=B@!Z&n9%alp#op2S{#Ns6Ap=&Sbee*5s0u
zG}SSowgI}x<}(EDR{&KnV7+n@&o}we6>wuKfRt8%33XevpPM<`Co8Vmh62ejPAymG
zd)71uzawOToJXVZ+Zy*A$Lf%mZ1G)MZ<!=e)XtFtJW==<!9<oWl(hrwZ2>^?tHZ_!
z8zGAEP>Lu-l(<qw<@p>?sdP-PBgEhZl6)5NT$FxCo**;3x08TeFLw+NWC5xl^>vQU
zjo*mZA3VD3L`xaKCKG_msD_i%T?2St?qnP-SDqJOe$bqGXkgPGBS2l8=O5Z=;0a3C
zS-3#Nux!501yFP`xK{IXnisNNm~_AGFB50N>dUE^c_LY@f>O#`vm`H@3FD$mRbBS4
z%V=z1n(2+vj4y?`MuNo0i_QdX)7SFHc|3u|M1yTHr{9oXIf@QS8CZ<Wt({j=3jVsR
zLYcQ7+8ZmNR<*8M+UZ&rd6XfT0tk``(LOy9WtVNr7MCh~hJ=^EZI$8Lf5-o8Bk#tk
zjd!mBsB@>zy;%+r0AllOW_Lnw6Y!e$Qg13{oeDMQY!f#pOPUfbCnhHB3%4~hhh0_%
zzaJyr?nS4e!JR8tcKkaoNB;bL4nT;<Ufo)T6FpFmJZs$ZwAyQQj1q3J@^VqV$;H_?
zD2cy52M+R|Vt)eYIBm~!ty=eigkZar_{lK?7fm(kyPhP+4FrrI4d;8wZu8PWxeb6!
z9`HB2FUxRSvDlm32=93?xt%lsO4r#^YKrSp@Tr$;n+lNR>z40#R|tUy0d5Iv9a{}W
zyR9^Tsq3Ac1)l9;(^(6a!n8CipkjVL#OQTUU9B@#qH_(T)?W7M@Q!&$x8Lf1(-c9j
zzZB8DT+V!z3fNJJ=Jq12Q#GmI1}_8UMaEZq3xVr5yIzi?*+xrW>c3g2R$OV(jTpYw
zA_3m4G1NFI>O73&hElF(^3t}=6~j>}>d*|!0SkdKrkcY^eQHc+<czW}=5J=d0|DZn
zSAU4B>FRPKt$MD=tgv8L$<PMLDRCQfmM2g{&50$*c*`U}hvofW4(m^bA65d5t}7he
z3xY2fBl&Q>S`Ng8L9>d+`RWZ9GlF*}KR^OeRk;m#x?Pok$h^I#diPkZsvSAcs;UaL
zNybteMJx;;DEW1AdwLN)aEgS1Q11kH$7#<Al>vlaYY0*`3q|b0Zs|h6R?t)Bq8xfO
zX5~ky>nysjQ-LrrNpp7AF+d(*XR9vOF1Kk95YURgi?)eYc;!G_rq>?85Xoh!x-cd0
z^Ir58+ea(BL2-IIfBC5ZXQE`GK~IPb;|cy;Nrgdsw*cg*w*WWV^f3^BB?#Dlo-o0{
z+g08AK)D+AE_;Z!tZNr5V7<euNsC~IoZ@f@SV|)h2rvl$TXiny1XgyJH~+0V&%x~P
z<JTo@+JDqr*6(x!McwPur@zML2Z=|TPUm}57o3SPk{vfm9UO>h*#R3&>a7jtszqt?
zs;M$s_LA){8;spozy`y8YlA7VWgNl3tAo=D-^T-{WoQ39&C$NT+PK-<Z*Hmp^x*8(
z31G2rIzAC?cJ4d|Vya|;6kHl&#lV*t{@Tth`;epV48|n8-C!WIS)<xYQA5L~BdGEz
z&)M9D@!U^9Y#kfJ9^||<(Fn&A4zJBgwYipLY}8Uze6_ayrZD;laKZ>}lSOK0xME-w
zZ!QYG)X=~NrN1-hQ<@PJVumhRE}G}g^w~qhzwLe~R4zy`V|`Bztv<4+#`H?;H^s%2
z6G?9<GbFZlScWO}t`z*R#ZqLE>Drr;=_!qFG>`$?0eWoh)~?#`7dUgt4DKy)lla%V
z*TT05^K=&f7d*#_3uoKIq}OWU^}F#N0Aw#A(N~A{>%H40>Y9%)kbW}AT?UtC2Rr{3
zG7FfEffvciiS@kQUQ#pfc`p!X2w07*xILGBkTTFXomJwCs@wnn9+=z68Ji&YIrU6<
zkRZgz0twWb@)$#JF1VB7eSjQIWbYQ1S!xtjF=lMh3@_++d%}IbM*_so=irB5O6us3
zJQOcV8v1s~yM-A8cX|mgLL!sNcCUn9+w+5x35o{XgRc<fRJ%@(T*>wnp6<tNRaB{)
zM$u>)eCJX}_BI9C7RHcRJFQ<!qxs7R(aB8WUfoKR^R$N0VwuR!d6fIT^8EzV{9gn8
zA~^fV<*2wm)<`{GKS1M~wUAD3)9wc~xpVV1jg(<BHWxfDK;|>Vn6+|ltXL2UB>zNP
zmu|h~BG4o{k61ixw8Hl6P_sT)Dss7UHSs$IW`khyVi;e7-d4q?ug?4Lnbm8*=!yR>
z7~DNe|Na`9uwha1gKP<15JM1C26G>LNkW^zHY>UriIx8<NN6~U(M%fpw2IZ9Ax52C
zzKQ85RU+K<+pY`4b&lraO0#egwy|xBX^N%<KWmaFvsLiL7J1!5`F7c~pJT7iQDXX(
z?WJ!wvK#;F#oxNp0QwF>dM-0&27I>MzG5q`S#SxnUCCH@nS<tXLLEX>_PfgHjbB6g
z-&r0Y&3%mnjRkp2RS*z-g?xMU%hRp1s5dKRW#%)*y6wgs7c(d$Sm#M)M_IxAM{B&v
z`W_KHpws;ySH!!=)b`(s$zL}>JSMIh^h!0wY=$#$T#9s!Dm+Kx^{D80Vy(#)5K`X+
zW@70~+edKLfPq-)YATqv9B6tdvDR_u!sn|vdMH`+#}n0@FMl7EeqYe<6q);P1)9jQ
zSp4JTSYr-<iZ8R|>m<PV(g|?oO3Syomd7akiMdKwNRgr#$C(p){kSN}{PdzpSyJ@k
zYedB%mzj*}Hny#!+>R6kOwr!bVN1LSu7|>af%2c+d#9%P|NfQK`9biKv|jpqtc3hj
z-x%o~m9Pw09Y)=mF~wd7Q!soO>hFf@iwRQdW~8rAm#gex&aZ$c=nWh#ncjAsDSY<`
z7?-gB^<V$KhuKka)uIg|wcWv{shDCfEic8qGG%*~BdwJd(p9!S5gxY~GfGS%B@R!$
zR!(3Rp9`fEl+~JST=g93D{%*Y{p-7|UciKLm&f*R5GS?;isEM>$qIxw%?#Q)8*#-Q
z<ZsPTg{MH>A_{8azDD5%iY_9`M(tRd(&O?JM+7@U%*?jh&TLa!g9Bm_4i2#v)tf)4
zUQKOwmnck0ida3l{idP2ZQ%bS>{EF>H<OFVqLd@ikDB$#H<eHm60G4w@=p=iAq?e2
zZ*cNe2MyElNv-C;&3jC^uCD(ssr)s-e^0BWTmr*PeXiK1j66URCT)=r3SC2psf%j-
zdM2C?s@bFoHnGO_Rra4RV*e<qTvB4MD>|8&B&_&e1?P9W`Cqr>_b5jM8e)EDKF%-3
znuK+OQuCA<7Kq|G9OcPPk5Zy)HNKAV=EC7`JRQ&LoJim5k>LGJ{J$ZN`W%Xel7&zP
Q+=+k0g=HYcg1R664`X$n-v9sr
literal 0
HcmV?d00001
diff --git a/log/zPythonScripteTest/err_n_plots/IterPlot__Rho_Rho__fwi_FWISO_iterate_m_allshots_5_8.png b/log/zPythonScripteTest/err_n_plots/IterPlot__Rho_Rho__fwi_FWISO_iterate_m_allshots_5_8.png
new file mode 100644
index 0000000000000000000000000000000000000000..bc700e1825d9acc94417b86e336b8f04ebc09aad
GIT binary patch
literal 34472
zcma&O1yEd3w=|kSf(3U78r*`ryE}usySs+q!JQz%Wd?T(5+Jy{1a~L6^9GW8@0a)g
zx8AFQD(W!Bk-c`WUfq2NQ;-u!fWw7*_39OZq=bmlt5*=};O}-A2=I}1#<cubuY&C)
zMFdsc(+^ub((y$bpY#@eO#51)C5fyJBpqQ5#Mv|en2n+BNP?o@KiiAitBJTaHh2rR
zP`e9iM4(($xz8ntib#AG6flN;^9EHy0%9(?&${sLs)x99@(lR3uxUG;Ipci$A$5j^
z(+AX4++5r|JaMr*g2uylhD#!;A4W6^r}DNIhc$=VYep~fIOEq*s(k0EheWuTPuW9_
zwUCc6?<c@qa%(1erl~cx))?%51%eO^F=>551mgobgsl+&n#!$--tB(92VF-$Jamjt
z72*c-qi{t=ZD{e{1g~WceXRgXiCBy1A{;?xje%QxXbiHDME0tH1PpQBs67#BAhMD<
z2QsP<3>8bhr%e&tS&O8#PswmX;j~KS7-(hcR93WcrE{x>o-|}~jV=h(tIkBp&1CL+
z`_ZVcqS|MfHM8`(gp@S`29`Jw9Tzb$5LpNg0a^%rkwL+b#KeIyLY@9Er=&88yS*MY
z`)Us5U`ltM-kp*M6*tq)*E{PN62(Gcx|7D37Sjv>P&$SHV|5+Qju_JD{=feyFl~lX
zfh4F<3W{IJ;$l1Z<N%A3rj#qKj5cPQi*B!Rc%Qg*0v||yl)J}eWv~OXCF|?MPe&Gl
z*(LmY(|G@R;j*<|ObnTGZglX&S9?w!j!G<JVz=%3+_jAwJtEF+gE?wsR7FyII?B<F
zR_`D3())#iofh4EWPOcs9}F^5^cYjiI*PhgOBda=Y4=L2RO?GxkFB8sM&Qi^DJXa&
z{@3&VeP9JSxU$8Sz+f>IET$i-SyF~MM}+GlM-te*iEj!H7CO);dt7ODE^?7BkW+6Z
z1cHzeg9_3TqEyKEQ{@G3A4lnjL-)k)WK}g2OSaNNV;4*jNd7Mi@$cI6w1_d!+V!JW
zbWaNXaQs|~K{G~XQ-S(WC=kbIWrQ4>)Ef-TY1JYU$M?CWl}7)9)mk@a)cM-I(v*uY
zE%XfweRno%6J`yyk6g}vlhd>itRCg*I2E`UVjlhfS^vMMRY@SJJ-Mz_T}v*RvV@W{
zLRCk7lW_^rnCMtSwv`CNY=O5l<5B%k+~qjTgZfr`%RWac(tGjN_tFPfH5&Z~C$VsW
zVR<d}^0si43Jr#k50`LoSM_djFKN@MYK(90Jh=?NDVAEayw3skrWg*&OJV=B#{U-Q
z`qvb-#M>Q2O9er=uc*NE1gp>v#7Yt4HBnv))!!8)<59uuci%0EisKnH%Hvz5pd4e{
zYA{h1kc4Z`*E(+%0+y5#NlFODQ*jo5a49Jx%;j;=yX?JhsDAkHdI;j5$G`s7=QFZU
zFZm!eVp~>=4o6H15lm_-F8C`L5$C$~Dl(<wBE@3Db=EC2BLp62MZ0gPp68sO{g+w9
z&4^Rf!-hr3)c3KA&(BX4J%LnGQ)@v>YeB7C_i3xc?eTGApnjRNxUuo~tkLDoNOd$0
zLl&^@y*kBnol7Xfd|t_dEOhpXSkG%|$<5C{%y3g}tG0H*qv%eVp1xeL&AjPCJ8O0N
zxyvnwH{%ysN|+BKEgH;10fc>a?Xe_9SmaOWP`&Y?WzE@azl~Iu+mQbTe~0=Rwf19}
z2d`W@^`0=N#`0TJ7b!=ebh49>i%52r7{5kXfy|FXl411uWB4q_^3<z^e9dG)7wU|M
zjNjVHtLZD1V1tvEC$7a^)+W!3+qNMOi|GR_!kc}5Zmxd2?>ECYdbc;_wvT%|io(V9
z59xanR7u2v$cDiP@6WT5jy!JiGp{!<^zit76Btc5`(2W?Z}%T<)p%E);cbK0^_Rmv
zQtQ>+>!HZ*l)|Uq<yc!EcaAZq@Lphwwr;^Sd_8KR{PfA|_|EHztpHJhRv3m@<TRV)
z>U!~*khS~%Y;MMj>azR2-SX4QgkRd(_=2=rscyAzS17TO7}A2-aRwr<b3HzV?QUCR
ztrh!VI<MQ-;I^Kh&u-PG)%*gtcr<R)Pt4A%1-s+`r2BfCI-G@>huuVL$n5lA!+96&
zUDb6PZ?<9v3KVI>`u9sl@QIQv%##38(`hUmLj)8|jHaBGq@0X+EQ;;eXxO6f(8#BU
zgPA%j6fao$cD8@UzMWk9G9u&q0e4H0tWC@o69g^=Rv#O2)^qeJ6vq6Cj&mItqhFGs
zLoZRBkD1801&6KC-UZ~L0~G9W<u>(;Ij5QR%etGiqf1L35A=`j`*u&bJ;(S>;DZ;J
z3&pxA%_{|31U&Z@7TbQS4U9&?7p>Xga?$d;n$a7%mX?;*y4nn1(rn!+-IRY?pRy`%
zzB=hF$T(}vrD0AMz;JeYfp7^Zcymi@+S+=zGOhaT($ZXD-)-aaoW^7KTlPnrVd=!^
z04Ubz_v|1b(4a34V<4#%NPB<QIl}W0?Wc1W|8#(>94l%^_cTA_cXNB6uOl6d^uFdN
zCJ8RCH2AZ+RmLVWAk&d=Ub|$4_}-&!01y61#+N-$v_D;|nr_~~U~V2m^0Tzf$M|p_
zp*tnR71wXtEPCE<Stn;_@zw2=8rIY0RrHeAGMZ#uiFV`Bud}i=-vKr82<(V7cb~`c
zr~CU6)lyx%2-waOlAfcp<DNryi{#Q~I9iRWQ~4`?R-f)pIy#&8nhW#|CtG%Y`w6*x
z-_@qvk_>UcjWF(~w5rM@v*Gm$Ljux!n%tE(!un<U@~5@eck)NLZzCDG4=Of;u<req
zoA;Oz5MmikZ@$z%Idu{`Jb<s?_v~{Tb?!<EW2di2=gso{t>mJ(pwZyn68qXjA>r@4
zW!)1y<vPahE{D^_<ELYqa$3-qFRsx`dlMw^+#yVSI%wK=9ft5atX-dJ^Hc%`azPqJ
zaPG8IZF?W3^gkWntuN1%E)c=ppU*chyPx434Hm@;+g@j$xz2eMf74{L+=zL4{5_{k
zF3-?iQ}3qxn4yIRl-{9vdBo}^nzct!{DWopZG{$%PuJ(rj7kT?;?aIjC#wOGjQIGQ
zJ*KUr55=P4Ny|>hXo*jHuDcX<*xcW*F5%5>zu#BMBjU{(N8HR5hZFi7c$6=mkT2jF
zu%3>BggB5{#2nISCzcF-XeA?yEOaQ6drkX-MNzETtENC?Kor>zRAzKNsyNAB@wJN_
zu@n%j)|J{hG_alLQk)(I-gwy%&0l7sSuYNZ1|}|>Ci^R?fp2PEw*U}d&ci8L!s9ha
z=_Ro^S+DlEKiX6$`TlaiXmeZEs`DQ5*w#}ETdn)$xDhLU5JfX<5JFcdyO4bq$->U=
zdl2~G=dljior0z3c~*pUJT<jx+vcR&i1*$Ik;}gSo0p7=rd0%^>8~Ubd7jlzdJne-
zMuRr>Blqn;nr|mh15v>EjcgR5QDc5nJG1DtN71Sl>yRWhW`gC{adYC-zhUF8s{VC>
zx!ZXr2-nDz|Iu)hpCZ#a#_vpy>vt9rOa$YT_vOX3DogG#A|Myc-$ZP`-(-XL$Fcdb
z_VRd>BVb^yK1nT)1_KJw`gV9TbKYgfCc{NM5^t?K?8=4_yyt7JmeNSHTMZ9CzqNaB
z1jWLB#OC7l1Qkud>wI^(e6?2`4#wXRUVgvh7T44A1@7mS&I>)LzKSyQd;HN)(tjkP
z=-##3oar+?cI>qr`fZPmec*<O0us8FTW4zg^xJ~u%=_B~+h$QwjlGeN+;$h>KN-nr
z*Ve)X___4L1VlHM3#^@{&G@|+pMI&`a2RyV^13b?oaVto<Dc7gh9K;<*p3#<6of17
zF3!~t+jbs)!LXuva%k0_<<<eHmZ_W*0__n48H#C5Re8zx(2OF___|dj^@rTKL7(7q
zdGwvHq7`2$cSS;O#K~znOw19#>#E3`aJ8iwFq;r0DqWNkQb6llr**~jS&Vyg&guv|
z7&AZ`N<Qt3Q&iyJiMXhfIP!)vqJtox8f%<J%DB_J3&sE8hgq)6Scl5%2R;BaT|_iJ
z5#A;I9L{Qo+vbAu^lNe9178)wvua%v+NJBdi}*tP(+%bF`-eWY2*!M+^Pgu?Scpuu
zS^F3F9CBH}{<&jM0~E+PK7~R&5STVQiX*>C);|9&m2xp}74CPw&Od38tE0FG0swQH
z0L4ogKk+!3Tv+Dby{tw<1TN=BoL#1pqS51OSr6gu8FTH@8m3W*8ru~ZBk}Q5?6TN(
z{T_5Kc6Y|UB)d_+@PO<&Fu9O_xF$|~^1Hfg)2lJ}kY#6g-f0g*>%lRapXd5^vu*W=
zp`|&$)p{MwNDkkr^JKF?%@+1TIx?z9xI9lcV7pT;_O<AnHq`L(=V@+y)*tQ;m2O6!
zmM&BLN}G>;a;mGXBfj!@bgcZ)&m4z-Iq?`(V$J~l!$y|i(4UPnpSi3&F_dvK21!jX
zH<-?PML6<(PuXO#34z)7EV=)Q|8nf1c;Q=IvY7PDq(p4o#|8+hgbFg6uNOJ5$QNiS
zWG^A8uASABgH#iXG*n^x^*5$121JamO9OLQe|v$HkF1e379!j0h61I0^^r8F_Sh9w
zsilj`tR;xp19+t-+)QE;xoUvG+M%?lH<KZ)pby2LL-cUR&CZzVb@FGW0GB#tA{c92
zgCoX<OTGhx+`hkx?7R>2!s#<?BW@0lADgxb(2#iar6TKUf6lJ<;5RQHx(!RkZLCQb
zKAqmuM;%VtvP8wxl;19LAD6IoM-cMw1&DKLFW>%Qh27Xr8z{|w8?!z%Pfx>s4|RpV
z&H=0ZBb=@sftB4UCIi#y9+!S?_m0thiD0Hj-(-AC;^#ArjV8KU-{v9(BdAFDvX3@&
zTJL{GtD^Ro>$W_`4fx{s)Ou1f+3QbSmEX#c@%~(}E9Y9T=D$C>@_QQp9<(@6qE)|I
z*1Uc1SLl1S+IC-EwefD7fZe7Zz0CUCs75fDp*Dk2PS;_M;%R-55Ztr*&PHZ@e-GS^
zaGe$5+E}I8bU&U3)B7Iox49o)kU8KzE$jH*wKYGod0(&4EwdZ0v=?B|Ot&`LYlz|-
zMS#~G{MfpTqUQ=R=?p|(cp3Q-!_hrGp5Dz9-2|cMDNxO_zSKc0>V6YJk7wJd#~CP~
zR;qcmCT+)eao(nz*;ZqP{>y44jD5-8H&RT{Nao~vu(-I2;CG|7S1{+`$fx1ixJnN2
z<QDnsn>yl-;tFw6rP*<A1+F2EOC2G_S<o)-7ZU}Uyf72Iw8R1{J}P)+8Z75<T7Y95
z@p27_s_2WAlI>3>)(YfexCfG?-%72NhB!#!tPkW#qO{6&%akE=^aedU0XzpqTTYXG
z`WpqG&FXrXYi)J**ZtDCou+^JwcJjB*|eIeuR$c_b017G@H%Aty%OM7npb#5?$R^N
zhJ1TYyk8MK8ZsHqu=nZ;ADfOVauZ$)E`OVX4FF%iGZH3?VCY3e8-M|U7#a0LsbrGR
zFbhT0OQ}+%p%M3r7yu196;X4%o&%g1rCf-8{J4A-$<;R+cg|%a*aq*_ZM9L{FF0)P
zcql#oTUZ$f7Q~E9Zf<K$Seb(u$g9>Tuy^!B9Na4Ym(d)!Lx0N^ev}#_PgfrvK|TzR
zyNT*zh+!HQB!jMXWRL%@^bm^DT5*#ZQH`y6my+Oz%e+Yi4hk*G=Tvw{*i336Mt{%O
zA)kb>0(LCECPMJ_V*#q;1wBDqWZe)xN!{2S2emQXDYQAG^E=TIJC6DWp{eK^di>QO
zr9m??<M>Y$asR6(@xn3Camx?Tgz$ot7y-JQAP6IS&Xz#=#5_U7*ml*(V12#3Jqh8H
z4~{8luqH%sZ$T0^Dtatpr=vccFGO`X>%@wNYs9Xc70?MJ;vlf|n%=X9y&C^FfJ
zuSlc?s+Lmo?RDL96kVY8mo*yqjaJ&cZlob|!C=YRt6hn8&~%|m<X)g(n_{)nJi6~Z
zn2T;}FdwU`-Dis+V0E6a!I$H_S;2S1TeeE<Q3hz7PoFj)ePcEo{!S*XR##IK3GS(D
zh*|``vo$1$nV6zSEk}+0N4x;W_bp-*H<+dzXncUY1sCWPJ$5A2cU<dRM}+vgx!0(l
zZ8k&reD@H3Zk88$L~;#E)cPZ%sKG4h{%%2B)lyIMSFoK}Kl&=_nrRN1eJdvAr{PuH
z_Jsxd@E2m>jSHsefq#YdMzcBq=VHoV0T=82PLe(otuEs4rsU~atMjp*Z*AvQdUocC
zcc`MPR1|(IgCo8TK;Y_Pfd;@d55xo}wCwk5k5PyXA@8f#qt@x0H);;+7KLbMK;96=
zDk}oL{uTZ9L@KHs{tT>mFwLdeZO|R!kGBUwSP#@u>%eAPw|QWQ+}A2u^q}&Vx@#~=
zb{T1rCzW(OV7$|I|3P)kcDP7Al3)6KrWswgaz@h;Uh;3wYyR;RvgWq7=~t&Y+nJgC
ze~2}SIAY^t6FnG1LB$5Hi2-b?8rSz{?+Qk)&$_9%UCK|FmYj&tmz{_XNbq116YYs)
z5THA3t#)SoD{5;WHlp<|hPjKQ`7Dp$(O*9a-61ktUH&TfSx=UX^F9VKBl4Ng^v~JZ
z*zn)1FUtZ<=BijJG8_R`R(CjsgdWph2{CQdD^?EebluPHZ=|ml-L?sJd{j-cbwo{3
zb^rWg;?FOV%cvK#)xj7VigoqtstXMK1iYR*VA5>}gOiIm>vtMP$UTbfv@VO}T6}sH
z3E<n(*aXj4);2boOdb$XpSx4Q6QWn2Xd$lA*5KExwQxI6HO?Vya5YKOw_ZbGzRa~<
z;haueI7W!P#`TfPo^irRUo9iPUY&M;d-5T*@<Z`pD(eik)48J8)ntT@>yl+XZ~@1N
z;AS7JlJJBqdjiF#post;>eQJg7aCUE>V>iMD&7R2xRfwLrVNUB5#Akc6N7N5KK_94
zWYgCmgZu5EuovQpqd-_^rfJb{Rya3Gm^9tBp{$Syoek)3`bAH<yTu%{O0G&GJmVSj
zLu3ZqXmE{;CW2ARj<u-}Ld%Y~;50LlW(EOwa<a4^dxYA?248wv*Cb-jqL5%JuRBFD
zzV30mx}09SW)OQ_$3#dC!++*^eh>8Cnjq9}Yjv5gIrO5g(EqWJ_ykYL*PxY%Fi~*0
zqLEMY5sy#ii%=7@^NxU#jI^}ZEp-;(OH=HM2NSr`D~M>m%XCK5j%gz(B-^q#M<MuJ
ztboMR?hw}iX!a|m;>yY&*veD~I{A|=_HG>F&ypzIcLui~V6x8Co$fp?=u?h*&NZ-d
zuT(s~UjG6`=ZTv%)4JY$=NwU2vp#FEJ;!>v)T}wD<~8NaBVS1|c0^3d-z<NTUWV`a
z2J`dHck`VS)2dD8G91TEUIs|ZRLYtlx`yf~HKao_4b+hw!jw3sdOlw{4ab|cVnxf>
zJ;6bI1D*7;pQAPO$xeBNYU?+G9tWDW0!n+&dp!{<@5+*GF-QcGNflgH1}w~WGM;(D
z)zAGU&F_Zbd4s;~ApSa41OS>u9DbI*`i47#28Qp(N3iI18Epq*XCBYba>WpVqKT;;
zFRHAVu8+&_XOZO;!>WGCa!~&9E}gC$v0OEADHF2Gq~}UAks#ClMJA350;?z2<7#Dk
z&90qM+)+=zSu@`=8rm-xJ5%v5EZ{B8>6GZy|G;K8?)_v9c!NFwRy!q!;^kXTgU<X~
zT@Qm73vAsE<@t`8;civH;*^DeQ||Mm%i2<6Ikb1todQ-D@`2;y0MQqX`gCBsEq#6;
zw5RPA=?(h;2CS#cpKW_PJKj&e@nub?6TEYUf{D9)fNonx?;oG*Gkt6y^K|NtfP>$Y
zv2cvKBM4Fp`h|=JQ^unF8CWD~pFo28Ye#<Fq^C&r@89%iilvLJjfjxlB$H0-;T8M&
zQ@K683lO<CkdDinywl^f*m+D&k+}bg{AjP&MW_lZv_CSXaE+EB_>IHCR1ph{!v8k8
zQr_iB+3OuaBtsy-Lj#X$TK=k!F65^ShR#gu0$0;W#!<pO;j9M_{i`!d%J8=N8oVQ~
z&_!NUv@dP*EG6>yzaJ^uE)LVUxwxWv46ly;u9z2<U@sf0{k}f|?R@Sqi`EL(_&o0p
znd1qJ7s9d1-7S{DH?-t+n9wNYcIuu07FoYbW1m0ivD-EqZDA}o)@n!bd)_}L>)wYc
zN&1Z()^VHWgPs9bMDcp7!z5YfciN>Z=i$u!yzfn7J-H;4P5oi>peVCSWmIJo5||!@
zGHxa5@j73yx`BcEwlM1YR!tsWm=~{YQ_XKlebat~dc7y|cI~F;z0r~1%C6J!!(7Rn
z6PT>cj4A3iIdAe_@j2Y$%<!BIS|K3hI}P(Sg;4X?77ubhL=<OwY)u6Rk8_$4uKzMT
zxi;eeWCHMr=S>nd#y<ood*^;9b+Y)<^<9u?1_wuCYT<PlqX~Wrdu_6QSs3<GjVvnN
zP4MC*^0z^bxQFQv&7Vmmt@rBNe$HKaoN5F`lwY@gPtC}s2712b({MHM+?b@FoY}rf
z(K8Ke;zc}^WBo>v%v}<#xEEFrPd_RCIuv`N5RU(9U-lba2|oYbBb1R0UJo?hJz#_y
ziQjqZ(^fY}6cWd^)e@kUJL{%pvF$KQgTMLm+q7yAzSs514=f$`{>S4?(j+SYUlf4)
zMK>gMOLy;h4UNxm)5_1w31)@)(yC<|3rxnn?Z4N>@!i`K)}t57<D_yzsO5*!FCbJr
z+N!1AiUqzR5!xpq>CiP0QAdKqNAX?#yu?I38Iq|xwWio#XjfENMU7AE64Hl?a;uZH
zR<_{~8RqpRWTpsP4zClbOeDf7Dx$%%Ti<6EErik^4Q&=+kKn()9qJPqROB>a`=EQ7
zmlLsd1Is?j;4>^gL)U;C&_tVcQKWev$Kc*|UR-lbqE`Ul^uW}6v+_Gl?9)2JWBXJc
z1i!~BQ^<g-ZldlLFC6PFAs;STV9Y(Ldy%vR;c7I>i@)=%WNf5_u1XE95|ck0N$DuW
z!(Xp%h-<$^q1J!(%w^o+<Tkp2i#lg%FFn_hgxSNM<ZEYRz^~9I+CYNsC5MbDl3b^p
zw44@_(7-=AD703GVy>pX$+VbUxplPeB$;vWonmC0l{WH%l@b_h?xIk1Ixe-RoHy>=
z5WH+S&W6*O?(M<L){CB3c^NIhj#d=dY&w-j-u&?4*Z0527(S4KFFh`vvt#JJ*o#3G
zN%KJ@QZ*|@lB<LypYCf2SuRw6abVOt7uh09YKo+GTDa^@#0l17nOCh@*Wcu0D3|Pn
zR`!g5WOTgQ0xJw07+gvxhCjXYQr{IdTP&)rWRpR@YdYue9p_&AfTQ%L_#;pP%0Wl>
z+}%fhLI>lCL0d9dmpZ5b5cZmd_#;T{$F8ii(05YyP0o(<;hgy$WfJT^MnyUa_)786
zn6!bMJY6qz{n<h2qfa}<TP275<0cdse`Y9U8<gfyd#jlF3r=b`a7OPH_u6PI`3D#%
z;(U@_=f?WzGV9aW3}g=f-0XfSoy)vwq|WwEN~IFaQWQX=X+g=RXXi?2{xD!4)tkC8
zYRcsnd4YS|$@`>YUGt~e1?t&snLO$iuDSAE+3$gI>RAn$!3DDuo;^zs0T)acYj)^k
z6ms&xN;MmdD5QTZ4&h38a7AE!G1&tb^>c|77|UR6)$0^k0cWV*qMN&H^`?OadG-se
zBy;B(s4{;9bFx_%yJxK$J}#^#2h&|B`1L0C?)oGk8jvZ960BP8a5!sIQ)u}mEY*Gt
zk9|*c`SB#B2y5Ey<4|%5>cRtbw1;d}o@sC2L9Z3vcZ}lS%J1KkCkrq$0PKFb-9#h>
z&j@s`TpQb8tiQW(`4p1!GG^dCS1r~s%Jl0$#qeU1_0fB{XZu!%JePEgka8HzM4|ko
z!cWDhgo@qL#K6>#k{etuzllNf`g%WA@uD;;sR<yPIlRcCa{XuFSZ2xqPsv8XJT<-u
zXucLPrRbBOEZiW7aYI?j^>l>Tq&bsjGWmRU)PCzesCePxGV7f^wMfz?)=(bH)iqNl
zRzPTrusb%CTXg%<7irjX9em>6`D`@9kk}#0Njw9c@skgKt<dMLF5$b1XMnH&JWA({
zzSK6Ju-Vu7PGOnn0|^nZx8E{Y1L{U=akLDA_5+R61V@)1NVX;;jaW!9)`Z<3brYda
z`F!(Q0-89q<S_*NC5n~ueUwis&(R@<-{4|$vt&-kF~P`+`eRRjC8nT8oy8}A^Ik@#
z1Ml4wCAz?(K51>xVbv$<G!e4uFS$?VS`MLQwTG%d$5@1y>>72Z+EkW4YY*pCh_C_L
z)&dJ~Yk_HHmNn#24XoL?pB=$fVLTD!1m1>mdPTUUkbiINc`4%b*cLfEWJ8q<g^;*e
z_KhORd43LBD%i%83DA-R{(Nl?hfB1EV1x5cZadgNsU7VtMA1G9m<qpvh@zHC(!sJ!
zQc+1b2XJmuXGy#_ycSfIGd7&!s7p%7hVumVK}?OoffXS^C;u%oMZ=3C29cnkCPf*h
zhytH4#hFX6KAymX*@t|eQPi^!9f!2i13ppm!DiMuQkgEUtXZB{-gnqslVT5NF>x=j
z_fkMFB#VmW`5s7nR_?~~=1-8(o~`tkBW?Ck6^QN#fnO5>Q@LQ&48!;FKAM>GEf6Q<
z6XjbaNavg{$*?N+nU2OvRRAo#%dKkgaP+dHuC+0jOeJ$EM`KyS$uc&#mfkscIZA5H
zaT#WqG}33}^!#`oHHJv{pn*K>ieMjaN!uqpZ|&A7Ht_+D<*SRKB)Y5fQz(J8;5c#8
z4li{;fF{)KQl(3w00~!iXa76a?KR9mB@Z2d*4wb$RD3R&mBB4c2Z8o0xi%-$vC!!a
zv)6wx$2+<L@dZsKvR`oYhHL}R;P4+v?FfCjzZfpmO@O(z`F_wS`D85A1m7}BO)1*B
z3V!KyPk~_7s}hm^J|=ZU!+vG-hW;tjm~o5wM&$Eycip_UoISlSrJqa#XU$52f9}x2
z!L<-o)V;?6{(eU?XOL>$_X>0zm}nmHmSL{Ecl>}@;@yFAnCCFVC!fkiD`^FyPl?9a
zn2tl=vpCkcCc|RSL97{BB#H0+7u6=L3i<WjT||_~H6uy4r^p!%T)NJb%r$ex<19+e
zA^(&cHW&l`a|zo5%}Iqo2uO@C7*HLmAhVd;E>ik=<yWmj4+}!V+v(E4#98VHD2vTa
z<m{p$34O_5+c<VEhV8L(IKI=N1-C`Sle<>4bG@!6;e${`kUfRg@7{2kh?#^iNToM`
zIKE7Y5I{gz80(o7L4@Z~Wl+JELc`_i(^y79Oa_sq(&+dgn`LJzRdaC(Lrt(YOL3aV
zEpr<ptv-;?;B5WWfZB}AesF<m6C-3gXf4WdJ$T%60(S`szLh_iW|~>_?|!-__-~*{
zh*)46`rrzKuDnJv3kE5o1}20G5x5h5@Dn?X2)>x?jy#Op(v7umcQhAaonQ^=OyB!a
z021@LA3q@E;-iw!4;&GeDm*F~%!Kz<1Bp$h<k1cb>5xY8S(?4h^F<V)r}G!9LCG7a
zT%5Z2Mt`^#)9!Ftdobr7!yM`|fhiHKW~l2!H$S{~=N&cBqbo=&uM8t3<>BS;(<d#m
z(<^Q5!Wjas1qC_a`}q$BcXGb8K94XMcB{Yb@z1W>=+-cGD%glOp`JuAXQ6|ims*{y
zQ4nSk7Go?@k}H|&sHyH0w2@s%n!d_DhwR+2&-MxJK%Qbz+E=u!*xCy~{UUhKc~oIj
z?2p|Q3yIoa<g2CuA3f?ah#A2_K4qc|>9VFXKcA1~c|CXto%#ra6q7Kb|3!SXv53!a
zRK;Av=IEP6{ztxBT1sNRTuiavD?BXUVDCW0$_NJjPM>5mVp!aR@~MLWa-Y-hzC;Wr
zJPt7!<Ll%FSDCj5t-s*@?5;sRMQHcXm(0wcTKo?z{1c*)?Mo4nFxLi>(2Y7EnB@E0
z+d1x(Dy&-ENxUUW-?zqimjhKS<HaL^Zf>nZniPR;&RSc`BZ5vzp=5`-08JW|FRBWm
zRK!t-i-|*p@y>eJ0^45#l}vpt6d-E8XFr8Xu2_MwDE#gg$(6Da6;KgkQX!CsVQ(yr
z*@9l1T6BUA(u_`M6oS}GWK^FjfH3s)QHtF9`C7X1sezV26es#k#U8PX1m2W(PnDGQ
zvGl9)P2@LaP3*e51d*VE=$#))g3Q|QCLvRv8x)usQi6T^n0uj0nSUDBy-;{9*WXAI
zP);PYs*F-0K_3x7N=}QR->s$<J%e2ql;lsg9-O$ykBCi_Hij~w-D+ZV2TiWD8RVr_
z2aqu5q}(tz$hk`n&Yqeinl#Q2jV@7P-;gPnE&XBuWbvIW5mD^KRPAg9To?k1joY_V
z%x1qVUGoh{;ioB-h&+scnh`w)kpsJ1s_E|;%#&HOHiZfZaDb5`eR$cvNXP7EiWhsM
z^&Nk6Q!g7WIb9?$js2g_l@bg@OxTNu8H;_yO2l_P)$RFJ(upBCD<#M#H#nkECrVkm
z|MLn#whEYCS#<|@7{N#$yo@HK5ODWlI}zVkzDmlxIU~q_awd={)4%iEk3QNKna%+<
zs*K{yA3lP|?6sQ!2lN4b--6pdpvq64a=s%~M;c)D!7VbB&onPUlmp64PrD99JI*9#
zUUF5Q!t`hevdk$@SAjqYI3MFl^Iu!X%GoJcko_6oI-l?8^j*e(bG6_<eXUho9a^fp
zb4|j$MxkmGIS9@_M;=o{%TOgMpQAdEz`D*F)@e^{hzU?`u`oJ-8{tq?mjlJhPeB{Y
zB`C@r@>an<aTc0W?wpX3Da;zm2-La|0I0K`xY`&ga|O<6j3Ltm9LNffRHb<)HZ{yN
zip1%PYeHrN#glZz$$oQ&<8gIL!<?3FX4}-&{^H{f|7OWa%9!1W&K!_3XQmv-b&m-1
zj0O_E;Bg81k7o0S1l>P(qrcVmKcA4|V~d6exn>CXoeM=?Et^9=7pK0_5}21<CtJiQ
zRtA~zpdzju5-b}(_W4#$qT(c`DT%ZNOCZpkuFJG&eqax#Ga>OhbicoHTrofZ&*>y0
zsOx)-M$N}vU3_!5rdROPW7f<zYlcR~^4+E9U*YSqmNB%ll&~(}9xGOTnw}DL`{G4`
zeo+>&Y2Ue9k<8MorAh!Jb3k0#ZJTZYqgHGjleh=?bG5J}a{5zv1cv`JSz*cjH%E;m
z`EYKpAZ>RXcveI_JP3UW-6$8bo0@UO<gD^~NK}7Fl>1-;4@dT}K&W3^1W*+U(ew*y
z=9OX09?@G?f-T)$n_2zi8teS2Q_s#|^~`av3XiZbCXR)R8!V9US-wtPly&_V_HW{H
zi}2hK)P=2utE>cO{XIQ$!p0k}5=LAL8>rmGoVOxdLaeC?7w_6|gT14?4?sDka3AQS
zy|}=Jb`{QFz-|nMVR!onumfwq5>PDuWeyx4I%s#b0C;m!zs;f~o)%!=lA3%?SG^LD
z%HxwbvPLhu(Q)Cf=}HnbJ&|?_6G}YG`Lch0-xtMoq73BXmoGgOBiP36jayc|YlUkP
zoUvps$@@5y1*OYJga#-p*R)7`%Xm(Ro*%wgE~%tJBCn03k}JT8J^Ek-bCsz*h(aF5
zVQ4j7^ULEZ9W3P6n2(+QpF;iw7g*c?O4DbK`Sdvu&K;*MbL8KlIz(%}X#2k2!|5K<
zNoCd+7KFT(y<K7Ji2T;`C?WFUo(#YK$p4QE-PAU@;z$_{ok=ZfjNU9#;K(LM^l-Y@
zE=IkrxzEVnP3cb>ux7XR2>p#~a|0>;W)6v+wJ%wKiQ$j%E{~6Y{LruQ-FOo$r4pvy
zbVO(oHXg)HfFn!qTKd;8z-rJ=zSP_2P7$Z)h=Ss}9xI;Nb`po<fG5A`vM?dXYuvv9
ztBBruIUmQ*dlKz+<YU-f>Zj3S`VfSb{uzVceS<)ppweseY3BZ9c;PsGYCyGM#Ql1H
z|A?{sps@#$!snp9FTT$9S&8olEAf6tw-F(F9wuXr+d6I!E_&GD$W?KFSG*jLJ=n4z
z8j3vA)jhvIJM#jKzkNx6>eke`YM-q)uW|6*c6#Z$|L9xoj==LeXze8MIym<aaC?|%
z_w@i<0(j0V2?0p+fJubUM6=hQxOQBe_3EsLBH4NMBRJR3Nk(oDpqrD9YkRs{E`RNg
z3K#gEb);>N=-mcb**=X;nQ?;BZ&t5B2b>P&ycAr;&LPj4n?8C)?DIQ4HKU`O_4s32
zEnd&_(Q?0=T;h#<F8!xI3f}_(qe1W~W|MVVcaxyO25X_r(pCv`bcbF2oaq4>Rt8v8
zXEs|3r*HiV7TaFJG`|gp(as_mLwxmTzL~y8;xz^_nl25zn<=*&`kts!y@hK8=0eBc
z;0~(JRGVcNhq2Fk^)iRF^SQ~^<68k!6~NCdgjnKqPc}~o3qr%x7p9C&BwuQ}5FvRN
ztR{s?sO$DAjt-ky%BauKb~jUTVti<QQWXfpN>ZONW0SrSgs=!FQgiV3mu4lJ8}8R!
zd~ZhdlLDR$=D1>-5uc~5Datx4m;V^6kT`hfdH|DVxeSL&#WM8MD^OCYPx`xiAGOio
zv{p2u!Onr>e`xXv#C`VT)6<pbhk%z{l$p%<gbT05c%UEO-ED{HKqTWLh=a9QUDTEH
zg(?4DV>ZL9^wrs~u~@iL(FY5!G*38u-u88}&Ovd{sg3;E(QL>_MsONx4g~XJ{rmPM
zTAo)37hLMDfK^=PZkbun!Id949fDwUIC&W%)=N*=$Ou?$A50DLata^>{h*Hh!eMm;
zBSnU@!txB}`K`?CjZH8$#vi2Y1BlGN8&E50xsKa)z&ozI>q3iKZfi@6k5bY%jK#z-
z>kaZ2GnFbqK$L|W1P1uNL5OU>mvJ-c#B1Et<-;}l5Yv>9|5MZFgWceF5GcLEz^84G
zCl#e<7mi~f?`L)ptmoa1FjOUc4lc6cfMDZCx%3cjP0TzHO*r<u_ok&2n-1zE+$@!`
z@LFS_EEXs^6P3EDL;y+@AcK_cwV3SjMbZDE%A*-zW5=JT&U&oB3xcwJt0PV%DTC^@
zu_)V=5lX6M_jka;0*&cvG}zC1fCc%rpETVzoTu}dkK5oh)@`#W@Wt66B`I%hy1u7>
z@CIkZzz)kT#gotQbLzut=-R%FyHfgW+>2qSMCm1ayO9h=yi10TXHO%!)$w7z_Wg4t
zGP<18sw*_2T*kRj`etrvNlPge41(B3!SFcx0E@HI4_TH8;Hkp$oA+KKefrZGIM{f=
z=F)8CcX|Vg0DDxgAydJTAzY&*dc6hdO4een2u7oB_-asz`nrZ_`-`u@Mc{LAL+^J1
z4r<OXwJqlnKAjv4+97b^H2<_W8mt~^S(5(hK~K-p9f89;SjM#6Cgmm-1{-vVI%Q%g
zsgl^IHRL>GLR?_026dA1n{~`p71~6n=uLH^ok>r?+Y5@&4`pYL9cQT8K<P;r^D?6b
z(vMe{V+~5BNupoR4@L6xIrtDA3X+yF91dCwAVqj<K)8uF`9bFkKxox?6(bt-ZT{%*
z%~RJvu+n03+x49(x!iYk|ElO*=!g<4TCDWwqUSEN>9oyP>thcXChvYOKe_|aEpW%&
zc3q>TB7i$Whx=SGk&Gb(Ocz^P1WgZ7bKrzl#g0%SE3NMLwS13vk&Ir)waO+p%>dg>
zkJB({s8eim*F^kH4H(biS!uAj1q0UXr~gy4_tpgFJ<iJwRrVZ!GahO0l672v+RZO)
zN;{O69wzH~SjCY}xGuB~Xit`X@Dt<yZ=h>L9<YXAu)Uee^z(i2=}wv8ce$Q3!`I0z
zjU;5>3*RR61Izipp4unuK5Dym7xJ^1oU#Q#A*fdxg3Xy$mWLUnw%=Raf8_dtLh8($
zbLc{uZwkQED+;|M)t`%|FXM>w8b{gl+H3h<Y(IbN!tvjax}~L6%j10mtKQuynL1u0
zzZ$_&kA3z~yAUKo@3A1lOmOay7jUyT<F^WO{8IF%GxX8l_+__>{fAc0>ok2Pom`?>
z?fMWy4A~P+=(6%!Ig0=2AyEaDSH;6}s{||Qqei2tjdVTr9cQr$jOoaIta{#_I39sS
zm}%2iJS_q_!_TWtk&my#Sr_l<#vV4%!)xK4wq{RdK0pvB{ctrMMOW$k{>AX?kumas
zej+@kRb84IYVUU-qjN`VxCzh6?sn?WR9`Pie%Z|({R)xvw@7U)F&pj;iaBXnL&^vg
z`!qmCFW1NNb<LPO)BzQ#_TT=(sS?dnJlgIwFbNP0(+T!dDB8P*et6A=`P0r>G(R@D
zrrvx*TtTEMJ1m0RmAUY7z*ho%2NgXkSQJrDgIHYGOluPgK|&*DC&<zp4WaI&u86h2
zyBQ&Xfbr;zJ^OtIlBsS6`mx$7R6MFX3XZWMP2OqZu8^rYH1Rdl{dl%s9LP3{tfvjb
zC<a<!XV`vyvUQ`3Haw})Lj-Rlt`UMZpGxFQ`u#;zzK;tJwRid}Z~meF;UpKNKsGYM
z#z4vd!>_4>_Lf8TE4{~G;8>c;_^JeUYc{gKBv`#l{L-?BY}#uS@~W^LD^NNvUek6P
z^<qx;Fz~!L<FFr9{Iz-*-I=rkElE<A-0KTb9HlKd!pOLLDx9pkifmwgba#pb2wny_
z_VJUaXv`-my2M8wx>t}wM762iM!BcoKLtxqj5gtZ;7c}nwAraIV(SQ?Z4!stZ3gqw
z1D!bmv);F1(vCTlCl_9CosEzbi$((0COiL%wn0A872g>4Ud)HT%|Y}sYzY4!W%pUh
zN<c*`0J!H=K)d8cNjdt*rOXgtt3(zkP=-GG3)KdF_!vTxU*`s5lSw;5#Ph+wNC!yD
zgR&Ot*E~?*Mwnpu9Kz6}e;l#1^pkaKu5o1TeH~hX_!2stb(@T<kd(uP0?2JD&;1-t
zXb@a7DMSv^y(WfH7FIwt{e2UkoL8onfN3>bS&7yS>Z@=~J(>0=D7<uKhH=;zG~>RM
zB)0#_ygxfP>e}U!66@JeT_8G=3ID+eJP6$QgT}aG2J{G@Ri2g?$@d1Vow|JbE0O#e
z;Yd2T6qpcs6Zb9)Htox4tEt_K0#w$;MM8xDkwri5%P6nkkfl(s4vac#i0TQCo0-H9
zY$?W{-0V<G*X>kRYIsMh)?`#})`vZQ$*5F`B){~aGHP}C+NYVE83YoTkIm5$En}`q
zjDL;i#Pcq;(z(t*7N7fb%K%aRyL>fL+@=1H$+I&qD-9T-B;-i?E{=j$Nr|De%`hV+
zwmkdmtkkGyd-Ic3F~VlMj<pmKCv4dBIv*tj@S=p2JutnwY%B{kkc=_@7e!74ym*&?
zr#dMI)awRDjXd^()6~9X=HeaqKuv6Ltv03)q}s%#woYwBr;dF0lrr7|C}cIDOHMDn
zC7_TS6n`_zu74aPB?@B@!I%-I(i+N?5mxe<DN<ci9w^?x7v)R|<xg7apXiGH7D5rm
zBkV9h+c5>#@-u4)Vahl!ld*;B@8<e*jr_P?VQO^BZtO8a1#1ld50b2oorimTeq?0F
zAE^sZ8AR0)Q%`6`9f~h-Y$ISpQ_e{Tr((M$pjm7G>phS^s`n17CiFk^5yOX)zp`B_
zwP+w^6soP+j?$Kbd%@GHa#gKCQNsSOENe0d7Y(Q%6pzMecg6X3F4)1@*5jenMEspR
z#dTr>21Q#HiB(bA`}pLd<+I5BM!HNkj_+5wyaWNhF+e6o6B<5F#VM5<P*BQ%@VnAu
z5l>^nw<V)@d#DPtSk}SlN}w>0{5qUl<Bc7K`6XZ&z`$(mGa@~sy2<Tb^j?3kWJ+ad
zB}=DCjQX}9tECL~+bo+T(esQ_$)!bjNazy(e<ZtflK;9N+&`;&$|&CO^#yb!vK>SM
zK_>aahU@mPr_NQPAnLMU67(f0FI4a=6Cvvu)oIk`h-7I8R@;vV$0nHGI3%R<DouIk
z;4umY70SXFifzdTu_iD&m2-3>G7B`4*3<%FNf+P+Bq^hjuo<8#wIxYWlMEk~SaThd
ztkbEd>|+6D&h`lEqO@R_f^ieL<Cvn%Ub}?xwruTShE#PdVX)iX!qA{}`gNF4?}vR3
zz7LYMA!~}fce7JACKfo}Zf6YQ*k4sAh@;iViH`EKkl9j4C--^!o7Hcrx&A6Z&#YC#
zw@+B4Veaou{^4^$;LWQ5lG~CIN%@l9qmFaVnu?EN>TMHUIyc{~6izv6C>Bm;gCEfB
zXAL(K4nel#W)f?qT%E{7pqbK&<|TTj%B&4G@>1TR2txEnp@P%{3DqIYFyBI~9R#Fy
zcV$J#P{~hhFHW5`Pm?E?&wgYh5$gNI01=3WCFH7iCzDe~^7{B=?;&lP|JU@~tlZ@2
z?rTaZ^k%_$Hu(lZkSgVm#pGQb#p-~*&O@fzv+OUu#1UZ`PJ)eS%5d*)z7;dKdya3b
zV*;G%3b9TnnO;oP4$cm)_Ge)h{C3|Tx#<7!(Vka7zr9N+WF2{R=PNTKb183EP9h>L
zWt!=o*U&d;7pY>*aESd>S5#>zwvwGkl<Hnj^BCvCe4-lFwF-5#8|hX1hAu^uI}*#;
zN!Q&sACk*o!&0iEK)<<Y$B!XsT;yxaU~(#_3doGNcUR)Q_wKb1N4Ygq7yg8*5POe9
zmKB;hI%VKwo)HAoD(=&u@BnN<SM&mA>ZQiKEvS<}8$<ZQG+r^9ST|2H!zfjBI2_%K
zG%vmSpbAGE&T3stNXcs0t?zLsnk&l+C@(-Mr5(pDT!K3vNRJkKk!$}N;lKOL|20G6
zpetoQZc$lD_8Hd{RsQg{n7_}9>Bc^hwu;)|p@!4K<x<tm46&nvi(sW6K&W4!3EP0L
zpcX!nNQ7SD%HM);fdi63rXb0P+^2XeV(d0-pfa@4MIlKUO_#@NX|&AWe#b<WEK8hr
zb4cUGSVrvOk@LJW=h5x$fN01wrh`o*I@GIXfnW(JiL!x0LSKds2=1kZJR}=?_1lLt
zAz9wq3MUSmSyt$q1b3r;Uu+J2%LmEZK29l0nokR{pgF-&Sp`>X1*p|UKBb{01uSw~
zL?TZqh`EY(;ppjO=kB4DP!*67Uhb<b?i1i*Ckc(QCB)y&jf`S@`HxW)glYBv>QLJ-
z`vN9J2hCcEt{^-^V&FGaOz};1Oo21v2@6ga7ZDQu_eA0<WLbzIoXzl3KN%iOHAjI1
zieijcUrs((idq>^B2f_-PubB6*%%bo-RaX{z~dO()WB-@1WOQ`Q06sK!X;viFY`^7
zWH)GrG!oHTR9t@il<VI^0U5SvVi>*L5X;j@fUl+fuHnw#Qo7*72(4>Jl?*J6n!luB
zkny}YHGRTD6t%l|7iu&!P08`-9Uame!NSfnrGAlBmK7Vlb3)|QJr6hh-PkFTEeT{=
zKIZ?w+aUsc>r{-yMcD#IB$LiX3yNnnIULL}G*oYsDA6Ms*%Ly-$RMRk7x|L}!<x#R
zyejh=e>gT;GnD3h5`J%LHWw+RAn%eBGyXA``@n;UHIi~xI9a85^R>jT)E?`WI>o%5
z=Evks^NQ=%7Re?n*Mw3s8%Ffdd}!+sI<!ODfr&|ApM+IxfBhTiTolwZwz;xKgxGUK
z8@T*RP{ovJi*rJ+95&9V$~!zb`9uF0YB-ncqj_mmg`9$8$B*TTm82IJoA$$R41uzu
zEgvj{@4f*zqC3Aa%X-eWii)SqVK;~Pc#kU1<!@mKnH<0aBnAima1ubS%ctjd2TmOS
zF+BdKDWuAvWOE7IMxb!g;lJJZtT0^r88?U4rk;yLnr{MGVob0Zhcu}s(Z;D<;t`$F
ze@DQWg^otd^dnxGb)7BQWnUz%qwj6r5A-7ub%8XqZoOPGDkG`|Dg(ud$#F&{S`91t
zmU7$pi37R}CB<=#x}Qw;UEdM2W#e@D(Pp9ZDoO9;Nv?em%qxZ`N5#IHxWUlkC{&T^
z42hYt*}htgKQKbffG`b-0&gzujyH3;;}pQ|(!l8p<;xT7_$xT%T!SUM*Z{6qbOfjp
zE)fMESZ)Iewh}Quqa>tn7)K#1!-<P=zWWHxIs^_ZoaVz(b3E@7@Ke}+_K05`;eRyh
z*Eo<sKA!I9kAOodDlU3_=AJyUQRCQX6w|pUFg!7%<{*;F8iPndaKBKG;~I~uDjk*H
zIJ@dHSS6WM(0~2b6O<(=nL|@sXnviS88knL*V_fMXTf8}R8^MN7o5TCJMUGjc3FdB
zm5S7Zh8gV->($eI3rtangd&J%H0*$iCuaY&rFg!fMESO|Lwgi^0$F3&kFw0knbU#l
zPNG>9QzP?!yop9DczJpcIQdahVh9%p2(qcSxo2>q$897Ft0jeNH<gh^4OcP^J?2_3
zI3g6D{UVRJs;SHtsYGHKLAB6>Jb7jkvn3^4vNvP_|7!=dngH|nDZD87H)KdCtET@I
zCHd1=7#fJD{wIxL6*I1aw$e!8EnXEW3wy58!H@h)N>;f-jutkOY?X#W$tMJc6Q_>H
zwSi=QUI_ks5C?TIYgV9q0ng9#-i9}I3tr6juxz}6WMPipQYgm!bysD?F>m`T7Q6U*
zcO<Cb8mbyU_&*5N@w~FBj_J)|HvS}S-I!4f7b;}K=!C<P<9-3dYWS*3QaoDeP;yGU
z734?td0!?$SW~RASS5vKfyEueC?$wVYb?ln<9v;1A6FuSXAmV=a81cw^X{{Tt4@)I
ztCa!S7poYpzdHDzpwc_OoezM2rZQ=QEf{t$P(sQKBT&}|k|E?K#%6VWhtY%z#~i+t
zY*V1%YpGI#b?KYJ*dJ*9kW{V`%W^zals3rJ7%|;hQe@MP>0I9qVSvcJ$PnsEm{h#^
z`6-eIefM3$iLVgi@!wAr<s^{s-fr+y`Z)VUT2rTbaemaIs*psm6{Y>HI5F!350EqO
znRN^FNqxPUA^5%yKJ|wLC|x0AM&BB;qk$aL(1&#A*QcgN(yp|^xAVqpU+zYWbXDVS
zvHvoJE13OP&&3Y@ZvcN91P9nq`iJjksi6S568$UKsC0`FEMwx}9joM|VYfzEvq7>$
zfPJD(Vo`?->Mp=p2^TKFN3aA5)|fw-^|KZJWN02Lyj(hmG!bKaX{Z)FNDIHf%9R<9
z%89Y97}k^iQ=k}&%n|KY;#Bnkm(s<2WVzhcD4Qk%6A#_siDr{Z(pm;_Cu`_VnKdU-
zgi1cQRLNpKI%wQrQoGd=_76;5Lq@4&Xg}T(fp_HI+y6;I{Ih9Sy#if`CIoiYNvO|N
zbf<Gw-M`Fn;N!>wGEle1Ri2e9G)qQ8AgHNrd<#X`$-I#=z=H|p>i`xnKY%zrn$gq}
zkoN}BV#j{wO-3GV)(+>?d#RNZ+$j(T55JYe!gwvvKNSVb%eMqWL3xZTLims@Wp>WN
zA`~qIpSyOlBAt>g1yRufsxim&YbOTQTB5Ecs>^tN?p8v;>nLfax}i*b-U@2mu}RcX
z_+!E6E04MF_>X1z<1Zr+g5?2lmI$1TYPTa&*$!mnFRX(KK}(cLgncWZ^tw;N$2vdI
zS7aiOh`^}>r2hsSZl22P^X^|^EI106e>6VSE>;B)OF61+#;nUyjWV5ca$CX6*-7T)
z1=79$DhBx6XIr`HN{`S^PuE$t+8S!b8K{dJXs;`R)$zD)p4<Xc&Ox<%DzR3Y3nJd&
z8v9(vOJH7(GAU+BagY%910TjACPXjQJS<aDqXjmgD%aptWx5A6L4iPzc7`g{Yx+j7
zs2uWH+W@=Ee@6f3Tlse~e&!v08)9{N)O3neSU@BMXF#5~Oi5U7#pXxF%y!g^Y_D_@
zK)Form$cE#x2)E?WZq@atkY8W@YlDSih)&QUBZ`1KLkF;Vj9kBG5y-*;ki+%vR0E;
zqN`TFJBPZUUQ!{{CKEer87P)fK~7k(H$c_cvX9~p5El3-mmmE`B_EFFueO^>vYE<C
z=l1JiXFYmE2mJ2myvuvBXk0Fv`OCs|?-OvK`WV=sQ=hc#GP1lq__f}6w?8SVZY(!M
z?w7$pCsLX#_;pM1*t`1Sm(N_Kp93DZKuo2D)ZHoimxF|TqG4;c2Le9P$ZKh&F?QxI
z-5uVT(<r@H?jMZke<UZJ@KW3yC74#)L{QDiB5an2fSYg-$%igN<($o^E1244LBw$5
z9h{tq9_jc^k%ZswZv9a(`xgY+zp%z4uzlOOmt18Zf{VPP83M0hs^2(iiiCy?IPhc8
zcN;`2;qNi3qS23ge6_U#+k2BVa|#604@SbH)H6jc9Yw!#?7CZZ;}m{BvJtHRn)E@M
zsMj+3mhm8P75(3qSkQY%^ly%*(8Ko!A!(_&5tX)v6K40D!Fqh7WBwV-2Mz1j10Qd?
zTo-H&B6bM|Wix-DAhb0s=YFXyz6Wko7aAnO;lXesUup(JX4i?d`&ZOQgMSjihbcVt
z3T<7)JsUg-X?lF>%^lHm?~CAwDm-dh1iya3=F!ilh~9EJzjk;0bO%l^$CCDe^;f6W
zw}seeOS0Ct5pCLcXLk{dUPp|-^U#pec`SsSoYuh!bKa->&%4ZzzsASe95-V2%en3D
zuN8G5SI=>f^t={Z-WTK5RQ7{kWtb@K=PfH8%;Z~NjRdrgwn$<9U#`=50vAS0i(8KG
z5E|@N`J9Jb-A~ucy=z_+fIu5b<-M|6zBY*?1-~600XE8N9nrMF{+J};ldY9i5BLog
zhv~24b2R@?VP_pzRo8ZF6+!7nx<R_Tq`P6$A&qoNN=YLv9n!Vwlt#LdZjkOSY0d(9
z-uLl4-|rm%bOU?uwdR~_&U@U~7zh|N&eutA7Fay*M%;hTuZgLqg0No4(Q4X{P^wl{
zSEt%uMap;ZqgRymdRi79>#4>(h-h^OP25hPt-%~FSee&EB80D(J??kR`guJ+9j6!-
zh=t={ozZ);_@)lO+I@G~9*$=kQhSv1svcv(p--r&2oFHQId&=tS{rALlgi?>91<Cg
z2b1G;J{^UIg8rde5I*p#x};TAxdULc&ElNenzBKEGUo~KLozh-;KA8M^&5x+0e`Kk
z49WNw4<)%@R3p}PFN7og)Ep_L7qOx%wVL=;3e27ld_fm-S(*y61;HiKU?q28WxO<+
z#0_#8RaNLStogJ|S|vD8MQ<1MDGy1=IpBHfHfwMmBAg+{4)#1&w9+&d`xi1M>xxNk
z=yNi1=FK{Ua>ou%u8_b!TWS|VDo|Zla&xmq2<It8JsZ3!6H_cap!5ONeNSsQi$5YC
z9!p*iCIAk7>5R_|pQ(R)b^vhARkLGzcbB_6;WuZs5?{$N4U7j8%|ke^^4wivZrzH@
zo#fnxih3))l3UU?89j7tUXn4`Hs60_H9lI7>5MP>jz6koUf-lqYnQ^9Q&eQIHCqtE
z$h|j~nK*{2gw>Bhr=hY!rRfAhK0Jd44&6GR)<Z}pO3YK(EU&-8(5M|cuDxpuKxFGI
z)V<%=+C9|saaG^@M}Pa6zuZmyh<O}KrIGO!ybZu(s`{IWVIv0=xKQ#}h_Q$T^`ld2
zOr6RwljV{^zgy>*G8KR~1TFg2!dlh4$1<*GeMLagg=`$e;BGDwh{12B!uq;dEumf*
zFN}Kn29Bx6aYU{IHv6kVwXO@dAgGBDoT-Mv-2$L?jVc)vL%ulAcMCIv-Is@gz;MA)
z?Guyj2$|dk&%h%>%AC{9RYx@MG4v^8k9ryskF~KOdc(TA*%M#*Fu~JWSC9l1&zB;V
zBN_a*X^<VIzR-_pl11#IDWkU;h!y+*J)uyo4+(Uab!kpXG9$SiX#Iw9d6vGjQoHY2
zGTbgq;qpa)hmc;kc7Itar^~jXYo9y$@ZdTzEBPh7wyKeSM!T>Lh<y275Olq)%-TKg
z2E)Oc1I4lEBc~t1S7tGt2#8?stZ5$!nmAoo>?ZX{`=@<tzx#QR-<R0b-`P8F=+!wN
z5u4Ry1(JYMr!R_sjE?}s#<J&9w@L3G!S3DN93a?ne>uBzV4~x0Dv^6wyB-b)t9oIj
zZ*}6YJL8(p`yNEMnw1&?UHA1sWFHZ4IxG`6P3yrF^GQpFPB<*4G%L`{q^Yl3z)f;l
z?8&`5^P|^p{zKWg?Rln#W~MP3|M1Frv_1iF-1BlUYr!NAz{OxqbW!y+7QCiHPA3Ns
zXWPzLV<65`uD%+KFhv_TDn*%vticr*%H)XUt0mSokKo(M1XqT<xFGUzwAI%=j94Bt
z7Iy)=Y6{8HN2>@j+tg3wGTjkE)M`(AxO$5k=|gK+6x2Ar{Fv3M4<D0f)*J&Oj_~qN
zpC=f?#sg(8D{~2Vm@OD1hMH<5l$jlyFswMhEAKeF*;4qj?g)b%%?(!+^0dNQ(n}2?
zDFm)vYX@<KeFf(5XP}nDdC%v*(>G;jW}e($%hYZ6%CWPuF47icAmi0{974h_c%0X&
zzTIO&P}RCLS?K!$sFI@1+`^&r`t6?~rBdDZtF#>>bxgG_3YjYH1T5!zcfLAKgLA(_
z*MTA*w|7yW-_76u2FRP7u&_ar@TuGDU$_1B)34kXfvy8=1FL3t<B_(KjE*m=4J_8_
zjK+XD0@x&G|ACH*!2Q~Odp{XEdl2u^;pCx2*G0hVaW6%GC!C+f<H~s+@18;N$$qK4
zulPd7t^QNg@Lvc{vS2u`aWe(XFRhEgHPxG$ddck~hkys<9*G_h_Iy-z?KPuFb3M1a
zOFYlokt%*a`~P7$gMSk@qadTX8U<aR`<Dj&w}?C+2WtT;hv$EyIz`T)E!hXQ`r6?=
zRhDO<E}I<{oopdlu?s8bVBZ+?``*RFNhEvU^wS*F0S3P$5;QB4LwiKUA{ePR$;tNp
z8`GfPpih;G{s}X(*9~Z9VWnu2NsIpPeYAqaHRquRTg}dQulkX}Vd8xDzWP;*G(MHl
zVh;CHXvL_I%5R9oM#wC~hV&9%+WSVj7u$x}{PJ;?rd4KN=ed(cVe7R0wAiA1UU+=y
zql$oexG;YP&`r0yGj1B1c>a^XBG|Oq8h&tpC(-$>xA8VC0ibn?zZE1a=8xc6QioBY
zUtGNey545&mZ4waI{a9@zB^s*SGSLQ)D`>whwRvZ^f^4mX3_hV^yNzGw|LGS$h`8@
zir&s5o;BTULEs9RH}IV9YTz5~e*C=HOEg*Oc^pu8mU@Hyrt&N&#r?awOze(;CJkBh
zCLCpJ6_PZKwt&~`3kIWN@yy_*lvpFx+k_C!7Agd?^u}vsX&)hBir)9mlL_7Sw7q#p
zsoq|Qp6X68%!;&Y49kImm1M<(gmJ<n!^#*GkjJkIH|>yxeK+~2AilJ(Y>CH`WRR_c
zEb-m1ih|*Y&o*_nw#dZ9Lw`a<Ct>b4nK^%9%y4$_MhrNgH(_EaT<E`?t*BvuUK63R
zaS&90fta?h90ETKv$<dOw3EIt1*CsFX;z&~(#C%mvpM~d_4X*w5-&@?oMP#&!JHaa
z3*z~ht%s>KZ6lGLhp=xaC1qpeR9OTW*;rMhbw_`TY!p^)!bECLlND&#@;2ws3WyD;
z<Sq5w<QQX_VO>XhO(BOYPcy0$t6vm0r7?mpg)_%?7zFHp0A*2|a%Eah;`J+}a8n7>
zpheSYe*R%3^7Ag0TE#9{$O%2wY(^+QXy@W_CnBCGIJY5_wJ+h0qFTC<bg=^JO6XpF
zZ)2_fypIRd7<$dr-p;KZ^P{k39E;FMypZ07+YnjUWYMg5ZF#6v*-1lzXeFTkePA_E
zmLeQ6`S*#nOP*E3O_DAq42*mh83Purv-6G!$_R+{sm5@lR?HfU?KW%|B%i^o417U`
zb_P9=8$Me_1p^{*;%HCE-z)w2#c;eE-djn%nm0rKoIJX&Gale2lvKY<P|jZ=OqZ&-
zN#LMGd|TZjgYpi@bf7HnO*5;^7ofwMdXJZyE;ABu=KPgMA3}<HFSK{XXF(gwH9F$*
zQp>hgX2?jnsP-zKZO$2EObPn)k}PxHZ|rz~RVSYlpprgG!F3^)p211)r&#sv)e9w2
z1yiK&vqo8kXw1~U=ksk#EjfvN#sUPTkH@DlprO+3-wl<xZGr!h-v0X&R1kVI?f!~(
zBo01M!s^9vq3=gcOxkI2C=~_Y$dBq#^Slc6DiVhhjm7_2*>{ud`u)UqSGiHhuN771
zQvL;%eTE=QiBW9`(FTJdv>)n*-tC*2+gwI1dRP`o1zmf?gf9r@g3O8??#gQ6*xl{0
z#@Pt^*UA|~%Hxr2{M!qiQ9Sem=K@wCt4AM#CwgM0^o{As(svoIL=xLoVx&10kjI-@
z-1T)prr5n-vJF>}cS4GGhY+SMK}=BQX{aT1S^W^U)3)RtdI3o~FMG!O99{Rs*-1L+
zvKrIhOGCA3K9(#DHffapxfD+piGSt=+$h8NH^o@t#4swRa<pDQiXTCy(*5RdN&F;M
zx=q(j2rW%vvf)}PXQXiLD_o=G@;=w0yFqI(Lg#;J!;?`#)(;?!1fg(bmC^bOunNPy
zfDu6Ju2>Y;!kz66t6nRYEI2JQM_F*jS?sU=%p;s<(3^-0ZAgQ#`oYeyTc#0x7mnD{
z0#yy<-I4gA8m~1mTP)>6w0?#o_atL56OwI*-uBEhdQHvk<p|wrZG@D5tt%3@dOjt6
z^_!ECFN>>GhfDzt^)`(^L=TCpu-AveSG`Cr;CgK&z`^eVK6RcC`(DefA~j7>dsjqw
zt^On#Z+P4TtztIuDg1Le9;*re_s9T_-c`A)f%SMgT-Do9;P)P~k*lb;Bl5iHFI5t|
zqDXwms{3?SyOZ<Rz@drJFQ$>06x4DPQPIzm1z&BFJoocS_LxjtBT9}Fk8atih7eAt
zR@Ed>Ekyg(MQs%0oRZxoHM6AUG?UV@^cu3>njZQG-T;w)g%g{FFV#SKpP$bjADgly
z|5s!?YJtomk~3!xjHx)WMR6YLNQ6&nKZszeY@lUmiN5z`$)KC$9Au}-?n-BU&?Ve!
z;z4W8c<W{aSM665Ml(U^TDkTss4J-8oh^!Rp2eHrnl;m0c9%0<Z$EptEuFlf$P5?b
zvkdp0HG9~N-$HG?Hb?wx=>Uil{HKENW9^9X6uXF*EKZb#H4k1X<u(IJ8nD@W#&NsG
ze?=`SB&wb&MfhAK5o*iGwS#Oj8l1)Pq4J$1uL*9h<8ySBp_fM4VX3TOElK><?$_5U
zmXJ_m4$c^a2UhP>zh{*xpuG-|7&o1=3JL}sBU*o9ux3P(z?UgLD?v~fvBzNTWYL(Z
zO~XnSISPaxXY5Vq&OS2mIdp%yXO$bN8MN2lz~~^T>{D=_^`34!vO{Ar6C0iVl})X%
zm{v`Dn%=f1%oIb{z~}@~TPU(U4eZw`n%W3+x#-H6^!x6nl8rIeWB(T*++M9&$uYTr
zWDV#3$K@36|GFd(bLnX@B{TRuR_g*nWD}R)Vi;^;2`5%9G8ojlW73GR_;tH-cmc1F
zHXec|#nl_TOb#<E@?5%zGRNfBmlojBNQcj!X-%W(1^PjzVL2vX?xqYacfbBZ6QCui
z1`=>x#Wa#1YH9DW{1N?4k&gsKg*OF9+gxA}q(x{;DuKT4g0G(-e_b1-fmxOX$Bjej
z;$&c22gq}&R?sHD$Uvpv^<ldNBg$&v%2+amtL~i%u`$xiA-+>rqipK4M1GjCb?-P<
z4#trcBPR1E_trGJm58E<rj2957()@TMrM}_Ku!bK9Esn<s%9@}K7HNC#v5Fr@xO(_
ze@`ANWIZzyIy_BW^gL)gc+<8tN#)pTO)|}sX_RnuNbFYla_wptbQnH`Ez;Fsv*!@g
ztPntz^i;VT6&q@npBLZk#@APFyGinSpz)s2HpMe3e%9?12$eih0SK(z1H0t_do12c
zmiiK=%7*7>!86uk4BD{1-ncM)QZ?<>6=u&6*}9{s&YW!q{L`*b=SPV4CX_wnZMdU*
z4R_y(MzuH;VVoz``DmEsgQ*7!wSweB9m#Eq?H5@!5MGI{VU)>lvZEqVy^8;?eok>4
z5gfx&y}YS#?x<i2^HeT<Iwke^RfOOxTaG;a@1KWBkBD$hf>N&c5aWlCV=PVGmAn`D
z;yySFTX$t}O<D?F*kxJi7C2rpL%p!r<m3hJWBvMxc+%BTKNPW|4Jf$+^**y#%c*36
zKa?sUB!u&1MV5tylUR~+DfGm&8bBo%Rzs46O<N^Dr=Q)(ewmx!qk{FmRglLPOA#}8
zj}0gvQrsYKV}h^^(lkG_h*nt&=_x;}r@z9~u?-_5KFbl}%KC^1a*12u8+f(l=wD=G
zs;F$;aVq0yE>KvFCho3_FCH~SbX?9#Nq53CAd3iVs?P%YVT3zq>Dnsz=OOa27W|to
z>jL^bc>fKJ7yv)<Z5z%veu+6+)>ttc^)nYm1OezWfw5?(-ZMBctt+jjcs^F3+FKOX
z?=!dngZMNc9Zd@|ay%qT2qSQtX)U5oBXTAgT38+5d?*|-`Hg0MQl-QR&nQffct=oQ
zM7%1b8|=1t$KYo(76DH43bN<$Q19149Nqf$@d9tcYBv#~N%d5;Z^yFgp_InAL8VxU
zA}UbfAG#ei5weijQJ6GXvC4<J9W#vB5MFFf<;_=FZp(M4ypq&2H<_csfRS)P^0_3Q
zYhPqLu=h~}*KnoRp;PKS);S*ci%So*%oAy1C+#myLrV77_Xm^#w`7R)*yb^!oG2+S
zeLZsM4}uU8kTB!1LhXK+oO}LNKBBP9iEQxYe4=R%t@Cfry+9JEROf?jx(c{w-7(=z
z^P(w+Q*Vf>EuMi$1C9OajfW^8KNvrAPKHVU@CpOzHWwQ)TAr245rZY;IgA%hB~3j-
ziGrRS6`rkv8zow6+4B;G0NcE(_BGZ-?1;mjq?&Lx&}Vl=n&&wE-D381L)vt<DR%WX
zaOwApc^Dc}LyjD8+KnplFl1=`@CCKDR+I0@*ZHeZ#{U39c5o!EGmjj^Km8GyqP|uC
z$XLe`8m40}za^%k4l;AE_jkPHkge25(N5>4@Yz#&D^8VF4&ea9Ve*YgDKDHRn|o6v
zOTF+iZFWqL8&n3zHqJ*Mk6+6i^{SSpz)K+^){(<s2it6PSHP>ekXc#bhq-`uE(x#Q
zd+tLrMRjr*Op=N$E(8LH-EwEbmnKABK8076<GvbM+Z`Uo!HbLfwhoB(qF8mdFN0Ac
z8Ea52XOEGP{T1Y6Qy5CK4Z|8X0V$pcMVWU>n*35)qw-5E;N~&i@OVR4<9Pu5iTkfR
z3G_7mv&icpr$+>L5c&l(PUq0Vz(d$DNsYJ>rne*S6)O8~4o7k+&K8G5C&+K66UrEK
zbm)@i$Jil+=9Q-Py-&@l#$7F36LuB;$S?Ub%=!KA@Vzzf41PCtt85E)zKL@(U&jne
zZ9{^Or%FOYG)UFdKLt&5ebEU*8R66W5olGG<&6w<%z2@i@sZr9OZ~gWEvd46R6Heo
zl+hEhjKoE#Wy$8Gd!f)m(i&p&xD*>yIm`mD@xP%pEU6hurcVsc5!&GytS{K5r9g7<
zg*6Od%^edS(4j>nxLrP;i{Lt#ssf(+K>kc};Hp{eBaf~(c>;owc*%daN6{gXGp(c%
z;CDo*BJfF6+4gBvm{mLpo$p;W5tHP(nMo6$XADUdk9VaijVFD`kZ1WAy<bRC-vKL{
zC(5j)fDcx<<aK~z>6ErWZ6%Bn?CpeeeeYI}Y@9Pb7G#Q-j~#HOM)Eld$tXJ*mEI9b
z`WN=pM#pd{tAcHW7pO$Yh1%}&vzJz*YFcKldpqv2>Ugbcj@w7F^?^e+9oKNBvSvmO
zDzUIT;*oE;)xh~X;#O_$v;0Bu3p<ybMRE*|uv%s3^9gZw*L9tLeNT&hWO|?`G4h8d
z``3Dw7$u>f4)y#E87D+xP9{s(*6r!EmAfG}I4uWIARDoBvY0x3XlxRgr=>pKj5vry
zRnt?Pc=vqD4?koGKwX!ni-CE~ZuWUxnH8rLRs`FCAJ&I5-#ymZq9Zn$V~lv~D+4zh
z4WAzKuB92b{-Va~bRSMD4p5}~8J04qK*b?cHnxAd3dI}bbg8Dd4R38HSM$-9+g~5p
z)u2ohm_^mb{kuJlQMyg}pRxKdhDp0t4Z>_r9^087$$!>Sn*5m;kvKEtTMNoz15*UN
z6NCj`3*&lka=Cmzh#G})#k(tG%1}mr7kZOxJbfl0!(C_sr{bUsCDK8-ENGk3{Tyde
z!WPqZ`V|(q-SN39Vt*Qra6O0SAWS)XfKQ_3xqnwzI`()mN1RXMj8p+p(%9VKk1d%a
za~7Ry!#vVLzuZhJ$v8-@E-lXPO)iWXO=vEo*mW&oU)$*zZmn98%;A&<Ml-DWU$kVw
z%Fk<MAMVgU9R^*iM8tD*Pa5-oN8{6z7Z*9bZ%r{0n4YF^el>$_cJfqCOo4Oq%dan`
z{4N;aW|Y|B45jFZvOm5z2;h*!3|JObpnPli75ssy7<CjacMvmVo+K75ez`;Ci(4y5
z5$|OR3oq3X)JC;z|Ds$`tW#CtN81T=WeH^5oYU9a+ps!GG^#I5Q<;?^z3Qi{X9D$0
zHMl;EMc)r&M5eQN`1HvTQk?LKTS;vlpj?{AcO#efy|M3JpP+ofNg=VdMV}KpnR)aQ
zuX}7d>!F8k6gB^=PvBvF%{BZiFHOs(=xX*N_;nNg@2*;*VHmKo?^Mgu!YWGflxE}$
zTrCvyW(Hpv2nhR0mh$Dd8<9I|PIy8hUNa0dFQf>wbBE$NTw!}nc3FR@2=^&qXPW7K
z>i@};*Q<n4@8*mJKD&%MIXaZu^4YWtZ;S5hmBba*BEByPw~^k}_NV!!{-XfX*Wi31
zCbNarR5TU(ML;Z7BXE}vIF;?3OT-P4wagDV4EgMyCeEppvI4`ukJ>j;t4qACf440&
z0v$8FWCkw~8xu4LtLWn>Go!>%@1q5*$#0YSZGD44Z3sIR0SnTGze8I{p+TA8bEeX8
zOs<c5bh-)sY(iFwh@ljLg3LV3;(J{F^(9x8=}K{~{dlu7zZeh|RePe0*nLFDmeOJ=
zAe9|(ggXrTyaY(jZ<vzJZPDFo8OhK6Qgs~mxF{u;%^R471p?Gi+N=8v7}9=!JV(@9
z?e3xRs{z$K(^f6ZK{`ijEBNnF`(qXrc1>{8m908A^N7&>{%oB*Clvz-n!oPuhSe)J
z=(K7I0ZC}Jn@GuNe!nJs_dDRG=>|TY(Cj;?b2|t0p;#L2X+T^9xUC>=3zv&@rErc<
z8fdi;Lx9n3^UgkJJ{a?neluZ1EE#^AdNmoNdh6H|6{9T`OQR0h`1QWR|8xa-HM=d;
z-t#%zROB7+V0ktzz46@Lbhef?JbGm4oGsR2nLVy2`{?*S)?0o@0zEKr{<?Fi;6H4g
z;K)%6Ne-S%du8u^$>s3<yvN2aKt7yqn9wzyPD(^sG~dRiUbXAh?>3y3F8SyHeB5rA
z?#=BzpW|;{`)@AmRhm|Jy?~ogF;(-oqYc0wdls_-_@;7zk#Emea=>SE(9LD(<YzOV
zd#A3B%UY5B&->J!lG~e$qs%(6G@x<<4#7#_2hs3xp|T5Oc>Vc(W`j7_!gQfV<J~sF
zLIP=zSlIk;bKOfdp|*OTLBJlW^0y8*@R|2@uRG}<O3GD}3nwx3sq&X*)8*sr3l7bU
z>!Z1zhxR5OHRd3<z1kHWHw(|rSB|&qe&73b56=;cYfr>fJsk~VSlJg&(-_x7M#Fh_
z`ZGU)9dbv=%W%fu?IX0rB(5W~T2N??lzXxH;;d$rD_gd3We*iFTb1*Xhh{u8YkNtw
z?{QVw#*aRtKperTG|3-Km2ksJ2EF?wqJm4<Q#25f)kldwnyQ#)BFaph|47T+M0X&6
zhbA)vdjU*6R2j#YODRQw%9)3UEzZH0E`6Ttn#nIlBa#k(1l}hgsVF|s%zy5^qUD4K
zNSY|$!%j^m7b?ug>!3BmFK1L`H?bk><9R-`sy5%00X6+~0CGG_N8IBy>UHdlPqO|;
zk{skZG5x@VOFC<D-6TcFw-<7Mv6TFFz42ls12Cpz>zs4w^8o;y2c@%M_Q&)%98mE;
z^m7FeLq^-Vdr$SPU7B|{ah}))cPq>U?Fyx>=>gKW-zjHFC5{(`<Wyt(6VE;~uIFW*
zZ+)l&hRL{<(s$-gp5sXqc9n!jrLgf9KzSZ&{Sk?WfJqks&UMBELWO{uQ;zgPC+5lV
zgOc$d&pemhqekU?;g7IyXm@ms-X8p6=EOZD>^Q|Xd$z}SLKy{+LI^e@@*K(r*bG7$
z3sg$j0eSG3hB}9Znl)CwKLQ})e)#a=K*#8!RNx!v<>NkX%(uno6{bNH>DJxy%j1b<
zbZx&r9GR{|zu<iqHZ}+JL3xqIkk{xW#oMHi@aRs&qtGkW25hq$5`mO{+yESW)KH&g
zGEJN0zW|#?CzSOIj_}r+66nE%TOHiS@~NP}8~QA38xO3UpjM5NfYBs}g;uJdZ>gxq
z^=7vdF{%?9%WuggQyM2AWG<sx=w%v7Lj$-(tyD+bIZxGHsfA&z0>re%z7&%9e&p*C
z`wge0$h!jCMVg4Aq5bwj6A`BefE~oz+EVQbjxw>aCGqf5=m*^F0YyIS<!mRW!TO+k
z8)ik{pe7{wK9|2<#7lC2YWGa#ssd_qTh$FjDgq;=beP@84j>}d^x9h6``>a*opa77
zJ}D{t-X}-RjTfiy?u<e>mk;N6W@@Y+6`z}^=&yiSE_MC$zSR~Y5l7d}vIo)g<`pjN
z{n@srs{6t3&Uk=WEz8&jGD#j%3lymz48^BYxvv7=-L>I44SMX?UZ!5HE<FqjK;r{`
zZ5d#aFOoC~fI$@}IUG0mu89Dr=K-j*la^h7ef^{7Egp--RNB4Mz+TDCPSF>-gfK|i
z`!VEM>*j2=scWk)x&c^h+dL4};V{L6+HnkoBrx8tmw23B+;&-VmMaGXMu-bezf#1)
zaP>o`ZI^50JhuajqqKW}o>wnu{g^18eIJ6wWatIT#<QC^|8vuwsHMe%mMPL#1VdAW
zevmk5ZF;ZDS4~%ILgR9r3YS`bjY7H^(MR*s(1g}Afe^2z9I@7CldXMurh385;Ddmq
zl33?2cQ=C1qM<!TeoJ4O0X5-;U}=^?l}D!U-(f^V9v;81k;|2Li3!gBnKeUS6UCs(
zUQF@qZ3k4uFzoZ%O1YB{0X$xjE$k!hyfA|_o0WcB8bT5$Uc2nBP3R5RsaZ|~hu77Z
z=Vv7zg*z({h<xrn$yo64!yRu@G^iS#=7978?4h}u^eT5if;H$uh?@w)q3;<lV8?ur
zL#;mB{P^)4r=Spr+wmnwV`KgCKSX1j`z%ZGOTf;DVlC_b9y|cpdET{*J7F5|T@w&|
zt7+pn+MA;F$1(WkzJI1O0m#Pep^O0aT~W|~Q1!=p@Q-CAyQ<Dv{l^_P>4b)Xx3auw
z&Ag`(`JM5z)~PY4hnN<?qv&LvmZfvIaZ=VXCZSQ;rKflV@A2WL8^y8zyLo$m7#J<z
zPTCuCa{Ry0bFn(`X7T}&V&;RS$PKvq;Uu4%TUs_R_hLyz?N-m8bMIA-cTzpM{_%op
zZ+bPqk|qEz$i7p2Z2sDA2Yewtt}5z78Sh=r8Bwe8S7?|4gKPS4o(+ua4^aBXT<TyV
zuhTgABOcybwv_6E{Xw!^>XDDhH<zmPbcexd0$Y&FRkD3a3hQ+Ts9?g$Av%su8?bn_
zmwmUg9SRDwwTdi}1CB&t)6p{DA#HJWJ=ThVd<4KWGXQ|bOXH&6ezO4{Ex?-1?6i*q
znB>#9fB&Q6DFMwnDcWmZP6Z7Y>#EJRnFYOFA~AG;lSBG@sCWSk3fn2{V3T@^4?big
zFVQQqKF8!meADMv_(Wlt;XO>6)+yY|T?v<=Gu95ylKV_`bgVjdnmiQJ9w<ch(=xgH
zmuAp9s|KtV%FwoEzW!UZ^6yA!t$JRG)(V|Mf;6B^{O}5`56XLFGe<omZ(~+gdO5X1
z_tO*L>J`t-x?Yu-*Nab!E7S=w(+p~kk;1NiZqLTvs~d5zZz=IS>9+qlK)_MDHT#Pz
z+hpUX6X%gH1R~e_UUyGdyZ=y(Pimt(06E^>*4$F(leSO%Dmw0ZYdn}(@2~|91&KbH
z1zK+odE+2{?-wBe@}kVD&TMj(#uf&dUIZMgosJ<K_W4h~jS{8a@^2H=aC?;r_j?l)
zWvGkThs|`FeZw1x-orU3_2mSwA4IwqF_hqDHV0CxHGOzkiXI`_m<gdnLxo;Z7ToPy
z+fxE_GI*i}KJUs|qfbzROQU<NNE${qgzW;_4Y(+N$HwK?x_5BY`RqS&T?6@MI&4@*
zn$5D8ol$=t*+sfjRndu!S_0*8k$^vZQ<TgvecJn{6GsEeNvn`r_{(o>96_6yJ|u2I
zT{MaDLDDE&1<Ejl?{e9kmg7qqQyia{stK8Ymvtk%AP%c@x?1@dPUYT}iDiRv8eQw2
zil+Sb1|{CC_40iJ!IVJ`e;^*i8k6jEQ3N?wOKNq+vtUrxyH@qx(`O&8%A1oH#tI<t
zaL1u(wQ_mQF<YfcMV%tHu@WO;$MaS;y;T(K2OJ8aoMbp<bmBy>@H-yr)<7cGqq7Sp
zfV2Enz^9k^xn(F(_2jmuOx)^VCKT;e*RN8!F++%t3PmOWp$5+x9qSmYjXTL+7%7z)
zphhrU4WH%Hx<eG$f-1%ura-H0Ms#sH9c)Ja*@_QgptLFq6NUrr+m@$yJ{^M~c`&wu
z7V&XCV9dK$j8A$zW)Nj&EB+P9^-HFcnr09#zJ(Xnr1H;?P@$$!4oQd?8Wm(Gv&D_*
z4WuMzNAX=Md*d13cqD!dcas0GPx0YwZTB^`CbhnHHfH=)v#k-QBepGw-IcfY6ovGs
zCjIrx@7L`1Pi5-ILvZtudF4OuDUw($oH|z4Ta7Gu5|b~}-iPQ@cd4NXdU4zMs>#QK
zX@~0l6Jsd$6BBU}6h`li#345rq|h{n&ytxUvkcyq27jC~aPCLyqFAgP6f_}5Z%rvf
zn}k-NFjML{FuuXk_Wv5yO_lHIDwfUz3m--ni%^PI9sELO$u&>k8ZsttD``88e7(|L
zhGRq0ii%!w*rp~=W~>%t!rTcHZ5m9T$HytWro#UoF+;w)I#3<)`W<n|SHcmuF9C1N
zb&vw0!4G{)9sZAF(cq!N_}ABLe-LD{+kFLZKEHsG@8ZuZp5Z3qm`ydUHsm;)88&vG
zE7iilWKyIFBzCLX3|o&EkpoD8WW_f}3Q3~p$bF{0aZFjKXeWn!l=f?EOIilY%ZdPM
z1XUq`Mv*DrWu=xYP$q3~Ahj%vfpm@Hc9DIC7hU!qyrB4=AXPlrNHRx;t_(514ct4-
zOI*ayiV$cOIj*Xu!L$2r!f|bhsgtD}cRt5LY615*0qqwWd`0ORfC1|MUD_7yCugXA
zWvS6hXd4P^RLdXBKU!7uJ$#Ug&|<4B#{IGHb@k1IdC&31jt@|+%g6b1V@Wxk!)^XC
zHvB{W!anxJdPyrMT413X^@NyC3b@2*bfhngO$@Q{{|YAbjh`A;Oplf->DqY<ZJI$w
zC+hc2nrBD6mc~9bQC72Jk_Z&3@G9`iqRdJH^b3oldz)y0AL<uViSZOIeM^a)G&ByY
z86-nbsinXxRomB-ax!C!tVm~^(vu-#Ir>J~i3I70;MTcZqUx~9WT|n}_xcSaE+Md-
zWom84-J|V)5E1}ujp+J=zRo|PuK-Z@<Q7GVHQC^5rc8~O9C%*Fp@_`9Fa<Z%8r_m8
zg(N}<CE!EtZN-w^t)?Hq0yT0sZT4EZDNk5*ANwjB+9-kqRVO6JVM{JqzRN+9Rc7S5
zN&0Rid~vv8d<doY`in{i0SO1rP4B#^sDdBV%C*J{@0Vjll_w<T%gmow^Hk!j$Ap&}
z#vMf-Y|*w|e_KXP;76yFgEefkV-gGGmE^rf`1nmt0)thBwmVxe=<!ZG&bk{E`>?+S
zb&sAN+@<xWkhV@_<hn5d4CvLKep2z#Q{yQZ<+rg}8q!55ezCa7?mk+wf{7y%ClEqs
z(Gfv)HzV@eu~P&e(aBzqWG#*o!JwD3_lMybpkH6`GbxTf+o)?9Y}dr6XzKF)0YGz5
zuFPF>)*q=Ul>JlCXN*s!+DLL{-6=EVci&+dc8bSRH$uHmuWvg?L_Nuv;iTo;Hr+za
zH+NcUSXE|C{Hmn;mqF=G)S?oWqUB%n3SeLUTSH^QXBwtC<?W(09u#iOpdH)|5uozN
zkw80AgOY00SQJlyCHH-%!32{|S)7g?R`P=7eFzJ+Mzjo9p=lLO`AEo^!K5Mcp|HV~
z3hg_F^H_0?WwV|3aaRiwnUc`4)z+Va+r}JYgIA)y)tv5diw5yD`x<J`+6!#oQ|Bq{
zCqbAbwENN})Qxm$vE!Z@J*Opc`iL};Hu<n4)_)2kd^Bl4hV5Ybr(s-)34ehT#Aq^t
zoX=#-rb*86F}|?}l!24XON$K!xLt0OuClr$$?C2U`7#Q^uEe;2q)@lhC7#POrCoU&
z#qT>_Oijy(tVMII$ID{bmt|OqbS+5wnh()T$V0BH5tDLWJ%=+CHBwKbQZ1`PK_n>#
zx3lY$;m0M75wwJHR5~w{?7LlkfviS}DI`lN`y}~hgN(S)+gN^Jb3ct-U-aK4zUI}X
zv!H>$pHj-9|G1gTP%_wJK*tJyCD{%VeLi;KEm(r98RRl<Slt;vBr98BlEX@2sW?{@
z64w$#9CnQ4=lYt@h-vl|TS52?LI^&q3we~C8uy$0${TYO^?)H|7Fe($Qac!|Q5e;-
zFEy#Nt(qJTuX*4cU%5t}I4nm7W4Tw5NwqN(IXR>8`Nc6ny;v=%yZjl`kWV{;|BC?m
zn|KCalpeUa^4f5G;cAynJRe!2Fs;f;PNP!1<yDA@u64vp6#~Zs_%D@PUla;k+X1Z$
zKQXIn(bSvhjio_J%L>mES1bP+2C*2pF0l{h<YX0LV$JA_qE&ne0zJDzzkaet3BVl;
zMZ$y|DTl5LlqH->dDy)JFY@*N`^g_SXP7#b{O`i)P1GxsgaP~w{>{iEP&U<qwtfs!
zGgwwTJu(=Y!SDD;s-hi1A|qhfEMuO=<3lNY6;^`cx(4Wm<&C>%aav#yZl1a#o~$)L
z6nvb8e}I~3#byB_zN2XpjSh4ys}HZRBck+fa?=KP$XsC&hcv+nKZ+afDqKd4>+7yh
z6MsC=VSfQI?NevgqiXu-diK}Ed$^Rq^XyE#Zj<aM>cCLuc>4tGQdr)$%&C+V%H<0G
zIAG#vrT)@QeN5>}avTM)XP9^q$2QKT6eeU=Ff*oP9nz!!J3BRQj!OYVph~sNbK&ih
zW?VKXes$Vhj#aB1T8Ct!n=@EEV_bRK4JuXhN#X-0(hZU|@jF_!4|Yc<slXDqMgRZ!
zcw}D{(A6Q@p~D^G`hHBn`U&JxAbqw?Rf9GYMlQSdHlW6uQ@<wR%@05URr0(g9)Y`n
z#uf>eOv&bacX}&r$@E$7WlXFN5aDSiLicMdV@H~9;FEd=!P7GVSr2bY+4BIfT_plN
za_FmXME~QEu!4@fZH682D@GeKH^CtO7sfFXV%6(@k=(nzRi@=ADMPSyazfYE9#_Bf
z3i)Zzr+EhHWb?T3gkTR0Cg;I3?cPWM*(kl=<Jtw0<VL8mb*Fd)A3`>_vD!_;sAcJp
z@W_34`fLl(-Xc_&ZwdQ4mz~bv&?HS~MY-esg?aVmpdwqfK5dErT&W%*uGZu_ab?6m
zQyVaNQ(iNnJHxxtmq!mFdfn)&1p~XNQngyZxH=zG1Ss`lu7FX*K-%jw1`}`(mk1Wp
z<WfF>5B-$O9#aq8A+$Z6VpR$y_-rR;L#;l-H0f(5ezE-w{L);Hy=E&SfU`A^+@;lA
z%(cvkRzm>rpRu6&L!e2~5x3r1@fZC)@&f|@vt?MpLe_9)rte7we^4%B!Yfx~=!}-)
zLHRlJ;p4~9JahDI6*FSgadvQ?OJAb@1SUimLzQh_f!mlETLLV67SJ)*hnegR_o`NR
zwU93?IzyDtA<MaMB+(mXnc_Bu=sU8WW#zA}dNJ0gE%wu=vLb06fPPx_{-nuv9+{4@
zCX{T6F-beA8f1W2SiOTLkTi;~weu^c6UoU?^Y=>3jEQnCvbQuam64RmWXdYP^z~SC
z@WAGCSChCGczhfa+4y{|__dAh%JLoO$dX@b)34wiG9?{zXoAoQ@8mfEfp~~5{bL{o
zfV)p7)=#ASe@B%PjP$N#rKXz$BHIm7^i^&ogEBK8j2f+*B@~&O|5zdTCED(q14DQj
zHGP>jxp&(dLn7F_zvL(WM-cL^Q3l3~ty8fYQF255Ds|zk@oq$#YMj149%vk+&@7T$
zm0f>OW-2$!<?{M7RjuT&4TDK2%Mn|6A^#S!=pS&}$Ld1X3UFMnJ3YplkHh^Pc}sWE
z+0!`rkg0TcP~7!!=r-z8vHreyO}<xtmdodI0ptj}QZ)m4jZX8o-+>?zTJ^f}>}<=^
z&2&_!sbe6#5zqFblEUuYpw^!xn-y@mn;Z!4;U4rbCy5EG(RDr4wtg@C{#{H47<C=C
z&Ori!1wAG1YX$^Yi{Ajph>!s5i;h$-u7#v$It|VpfRh#e-wt-FG1qRz$IwqMRS^!K
z4!e27fCz+#BKuOxLyYO~WA=rc#m3*ajX<F3L-~0XqCO0hakXkP?x7%Szuw@m25L^K
zX{*6=oGN#_++xOWI<Is4-$9)l;8l;c7?F){PV;Az?s`C7&@skM8-xKA*f&&l)E)L+
zCUrdLUFHiM6qv~KMLk3!*2FonFot5iM5$rWc|p%USH4!xWICW@A%VtzPtA8}VU+EV
zU7&{=oFP9P@|q<BK_Tzrc8i1$&4kKlk@?F7lI$FL#!W9F(SC_VHWw=+iA-}v`i;Or
zO>U6?nUt9>!QwGcvZT;Ne<@H}mM@T}bqwGIwkNcRSO!h@mv0fLJnf8@fJ*T#;BV)?
z2IPu*+;kA!{wDA^Ua_z1rPr)p?@YpH=u8Hf9+Q;IrQ$WWy+`{yeAn)=r<fW~n}NM|
zbytN}ApG6*-mnLj1)zgS!44*)HBJv=zOV~Wegy0S0lchOq4W#0?7I=nlN(srWh;m~
zneRM9Gc$aEQ<O=H3tF)ykol!!Hw@IQfC1BZv7Cfcz%%vuy6=8wn)VvY1JOedynv(T
z^-#%PjpNwAZ{|A&V(da0S2{VrNmx~ln;J+1i8`9rMVlHN<`Y^5{lj8=^P@0MK*l7H
z3}O=EvRd*pr{oydqwmo{3?7Twv4(LSh~`{TJ=vfyx-mJ7cph_KS@n^|-7SXEI5(y9
zclqFBiJnHQl13&5S{wB8Q6_0Vb>o=&9cXjF>jc+kGYlw7Kx)%|-&fMhj?mvY2Gzej
z`j*<DKp4e9QT$SF66LK>00K*AWo2b<$%wzMkz!~@>kEsX(~n-{BE=AZb)2|_bP)F{
zO3I#{gsEjGS!hepFSuGWbYUgi6f+OiXavqgqCsUW*fH{;;$V5Yyk1I@Yq6Lt#@jTZ
z9|-;?y1OZ=ulkCvgx*#WsjyZ<-)jBrp4ZKBPvV)iU_J+!vKt_2_SSQ9?r6qbitjX?
z_d6!{&Do`tb=_r)$=#&}rvHZf9mzvE-dgD)wWfTqv(vx0bpa$f59<{0SYq?&2{5ZH
zNp{*7`~2hP+$ns)v8!-)-}ylM3lOQ|eyvIH3&^Q0l^oikN8E@50$rNd9@(C%wTIl(
zlhl%xV*n5t^!T*z4<FVQbM~j{Gj4#8IQe=RXTxKu4!&q_*0R3C^V7Ny_d(@&o`MiY
z!_i=&x_vGnmpL_io@U1_+zhj(np?$k3T;C@bUqSQWdNK8&YQW)^s3uZq1?Oe^%7hl
z1FNVSoA*8c=tCqVLF(nuL$>c?%fLgRW$OJ;_uDD)r@ALlaJ_0JxIY~$H!>Fu!Ti+1
zE=w1aRcHrf`3&B-HscuF9qcz3X-=B$IhPcK_Jti(QSm}eJ~SADX}i3K%jbzrJ4g*P
z5sq?{Lp#aK-}Sz2gvTq=mtcA?{5yONv%TQGG6p1Z_FJHz0$=CHAlOwk055UMYWFJ>
zy9$gU|C`CBgmK|?1YNogfuiQ)ePbr^0^oRxRG_rJkTn^eliaQ8?Vy?UvQmfV_su7R
zejxM{m&e(w;z!G?Jy&350?M(Tw`XMa`*oIa#}$o5-?e)G0e5~lpnj?T?wxCl2zvSF
zTv&eF|8p8vv3?f{GjFqbo*9#--o<3vtYTQ8vj>2=0ub<OjAf*<SG}Ig06GJEWi`ES
znd9!%67RT1g=-^YPE>2YW(=!A*LnQdhk@<bVyYJp9wmU@Kt*5MeALO!i>}t_dJE8}
zo$-+*P^z&Z^ZLNdn%=;r8l_urZ0N>hHa?ZF@4e9}pm{Ll8+e?5c+>XbL651)W=54l
zRO_jL$0s^0Fw+5ji?wsk<GL^_U^@BVEKGSp|7ppe!nL4T2N0avv{$Y9kPh42bbUQ2
zdl_*a%D!;d^K&1_R&v}<mytQ3VhiIn{`H4@F;czBY1Edz22jO^r<O#N^sMDIo&7Kn
z9QZc4mHiFf$$$Q~2!LRs$GMlMr=L!WrCzsh-5;dCdsktzR1OSOz=za%WdQNhc1Qu>
z%$ZWzHxctm8oe_d=d9x-oV^n;!c*EvzODc?=wgkk;>^qjhpk?~9d-GXx!7erVG>Y}
zHj>>d3wlT8jRv<&v~K&EOW0VV2RW}XO-OvYOmx1w{v0w_E{STHMl?3>BP0&aT35;@
zsU{VIZ{eDfw5}szCt?Aqip*R%d%z@^dXT1>J?Dr?AWh34>$ULoSWCe-?2Vb<xGf4F
zs)R{!!=pZ<Fd#?;@6zl_5j*VSH<b&FB(aTD#mod6jVW*Q+MgjF)a;!nbh#Tg!#3HL
zTg-?);D*1h@9vwL7$=3DfE2K8)ux*=067b!`aaLN0~FLpXJ9;rJAtUIiwsz~>HFKS
z?RG`IU1gF+nU9We`LuvL>Aotv=UN!I$^BZSi7t?^2#E2smeuhbwtYf~)9@8%DjY!R
z8iDKm@t@LlE#S|mRZ(r!9pSyw70z|&McGC0U6(9I7!mX>@qv#y_ArTo33-i$e6Hh#
ztoQCmAj6&{Z!ZJ!u1;<uvfj@;cSUz07Mu?_sgL_Rpxny;7++zSNYWmF<C?a2L?~ES
zD1`pWbh=4^@)^82MZTO8Q6YvL-;qGxRWwTfQkqxSsBsxOK{&-3v?Xi*&zBczooB1e
zZS)Leyyb+Wqa8Ada6ik1!;d*A-90n%eo=#;ISO{IwA`gR&nreKnQ;HLne=}YTm_%1
z0Z$($8jhln$3cdIbqq?GKrenQA)`)u)+%42ggB6&T@xK%Go!Jw07j;4O|S?I!zU9P
zXIO9q<}O6lQSI36@}eo-Y9Q48;y590o?DFJ&M=}Wly|Bfv@QNAg%3g(zFR7HuY_hG
z3E@$1MZ<p7VPO6aqgN_ok;am4XEk~iHk`hW<PU>3)++8(X?8KO)BDE8=qu!>Q?dNU
z0cEE6)bwMK4zkdEkNrTic-3*y8A2{;nGyQ2z)yJ}nB<dIQPhZUB}WN>NRNeXTGpf?
zRtaEht4#2}z3J06piIz^2w~dHAB!&aI#g~ut<Kv(Giq2(#Eu8QQJJ}(#Cn;^=Zu*J
z5+F$g1X{KXPnHbwFVdBsbKugHadz#KEnl0dQFfB=8PjuYg&0|HvaNNxVZq`X-+;Zw
z^GE+&N|whB>;L%bIT|{dFcji_QFp527wN7_;}=Hqa`~O<TRmys{iG~K!7>z4atfO{
z8LtOK&pu}Hb!qK=Oeo%IQbL4~vv6Sz6Aj&r^ZjwzEtvfGapCVfoS&lBnaI&0u>z-o
zIN4tTxGPi>zeMJ{3Uqa*--3Bz+s?E)_Ayc}<qP6?d_svImvM#TcCUHo<cnz^BNTiq
zLBsAN9Z0r~$2LfXr{VHMhWz#25~CO;v{_UYFTV<iY2ejHvxxT*N=WWi`Z{Oz5Ad5o
zn_8V3vm*JAchl20XULynVu)*~!!nW46-#!>dM*oZ(7R&m#N6nNKQt5mNwEhajR3w7
z@HqJUeS#<RBG^D8@}w%Cw<$$hHZzA&jKERqED-o8@^hxTGJLl$Q<H4K{bQ%v<aG(=
zT@=)NsGLp9S369<K3UNx{f?0X1_Z_b_NTE;^mUS7>|N8;{lo^R_Dzn5HE~<_te|o_
z%F<BfYUdV+^X(3SGbr-gnpRaWqn6CT;Z*4unmv1i#GJ!0lmmx#K0Sj6U-wkzZ>ee&
zCj6-^$iB0~0y}~%{Qvds{*1{`CD!1vRv-AS0xd9Cf*W&Srd`H{a(;M3d2^Vk%(>Ml
z;H8+2aMeH1<=5A--sp5Ic#o_2|DV#%U{OdA^7)uhc$|b-Vw0Z0>XcnCC~G0l$77^)
zT#Q@;Qo&S~H0>6WENs3<&P04R3U0&J-VUP(rab@uHBp(!H*?ib?-D{l71t^x_9a`n
zE(WQmNtDxuz6@b86Yo<DN3#!Z^}ZrQTXC(5{CLusF7KbeSneip>>P)F2K<u{krgf$
IeE<3X0N=}FYybcN
literal 0
HcmV?d00001
diff --git a/log/zPythonScripteTest/err_n_plots/IterPlot__Rho_Rho__fwi_FWISO_iterate_m_allshots_5_9.png b/log/zPythonScripteTest/err_n_plots/IterPlot__Rho_Rho__fwi_FWISO_iterate_m_allshots_5_9.png
new file mode 100644
index 0000000000000000000000000000000000000000..2bd186a60398748d27df798d8c6cdf520fa2d340
GIT binary patch
literal 34859
zcma%j1yEeu)+QR<A-HRB5AN>PxCAFSB)A24*FXsF?k>UI-95OwPDAqEy!*@4RFNv`
zbf^35y_bBl4#5g?;s~%fupl5H2$B*aN+2L$>cD^P&|ttT?Mx{-ARvL~k|KgC&OeS)
zU4Gz;Har(KjnZns%tt|VyiXuYM0PY%RE-y<C$U9Q5rJF}SqmW<*xAlpA<S2UETal#
z%G7<&kYY(9gbEKvB27dTB_M>_*D7Pez1+r+2(Nsi%wpq^X3Vws`{6skiECkFQBhIT
zh}-_&Zv=u=m-uM1a#3V6NOPZsuz=`wcc|>M@CJGb&r<Yxh&grZI?KK)X&JK@?f`1+
zk<xo{K|{p-FX#?+^|4cQFjpjg$U=R&(*0O00>o=#m&EjxviSMm<c$URIxyX3W_*_r
z88Oll)L!CfZcp=}=6=uh8%WEF6)aJb3JF0I`v;&A6Z=I8bp}Tv3rS?Gi%38dXOG3<
zIHcbfvrtm8&E)r1n#m<sFh$Gj1dLAb&P$+Rs$m#^icf||(hzNCh!(H~V^F!pt9JF4
z42UiHWdZ*^|Cb`{GY5qqveH)$6jUMT53E0+VTk?Eape4fw+f3u`S!iJDjy5vr|p~I
zm4>*E*vCg8;UF{#DU5TPg;kT$SiV+9cdU=6BufZf5VQ1{YU+yYf#;CQ%F5k`A`3xd
zWBtEASXDQxuyjJWs33#|@F5pT<5ER)vy)0$*&NY0hmEqXU-M&*^!HfW;X;V7pYFBm
zBYm#&SNX`o?Fa!{J`a{*$Z9yF%p_#M+c*24zC~7)Hr8={%J7O=x>U0XTSJBJT!e9u
zT;<d(ZzZOuI8&|7OdAdD!xh%O|6ui6nmn_%Yg$nh8l8-8I4UH9J^DrTkNiEa1CXDs
zyVtH)@>i58g5AoPi|k_mxjFyip*U+6Pj?8)t|2q$%n*_HoU@0beISGdZ$KNP=}<KP
zLXQjMz@b4XYGyUnj7!6*=$G8MGz;GG%{W)K?9)_o2&vu@t@8;)uBC*7WwpF5@a(hS
z+y1}S$(B4pIwCGj0nloM%cn-CrBvEXp40M4*RoRMM3MY@6$uucT!V7Y0NvHlr;KK=
z${%fXC6_Tb=IV|*vDhFPDn!n=Q}m=<w$4P9IR+Z5KHHB`yH7oV$ts+1^0*uIQ5EZd
zkB%M|rm_~W!<r?lqe*#&Pxz2IOm-8rwSG$Yq>&T&gQ-SQpN&ws`^djE1gf)>`f~p8
zoa!;!u!_q4M5+j(!Vu1cT~>4J#kVDaAO)iZ&a>r)%}o7qXGXzk&rmQi_MwQlAPn^X
zW5+3W067XFzBsu<;b7lol#J$O1=uuUx$kX^X^$rH06a13>_WWpf?8CC&i#5H3&=VR
zrnWDc3ydlgFQO)_SUo=v_!o(%;qE%7Wf?VWo|Xe*Gq%qgS<Nih`Vqq*Siu`S_ECTb
z5&rE@5^mm2Qvs7PJn4qeQP4DRXcP@XP+D49T6*$S-*@%m=P;!uugO9+{`IoyZ~e}9
zoKE(g;Yg38HBPvO&rgSje0KX84mMx2)?Sksl3X(8`g#QTGhH;>)_Pjf#{0ZMS2t{K
zWyQC%>+$?loCSqoj=lSi9r`sdmC${NICk4V@Ot&wP0Y_v&&-_7Xcet$)^bIl8Opf1
z{T{9xazCtac{xj+bo{|#y@s>MA?4XfA^MmF`(1&wPziQ%n%Q{KgB6y`I9Q#a4o^MJ
zZXo!vFG~~g-54$vCE5p{aSoMb@QsZ3zS0FD_X={VE$zjEjmkQW+Puy>%w{+r4K~LL
zMKk!8A!F>*e5vtc)+35yH8Bw3#mDKbt#IE5{JMF*V9lG|-Jd>q;ri{bQI+Pk%kZ+h
zPu+HXul3tw&$O*^y(mi@p-dnA9HyHYSZjt%QV{Oepst$_V<KP9f9v7#d&V)DY!5hK
z>YX2WTdR@2?bMcz<C5K@m&Zw!uVzX(ll=2j+UT$j;}~5b_gmpox2!vQ-%HS>w|&!e
z{JhxCo(rl#D-2C6a{i0-`gZw*kiF+|b5HHz!}WrN&5GMgtXJwqM~bvsiEfqW#c*Ia
zcFR1U+sW5H;-(`GJL#9s5}hXfox=teQ@)4&BI!gry~+7`Ue~Epx>~G?RnMm8lXkCp
zlaz|-pYm-+DbNl8p?BT_QD5g@5+VIYy0OsWXEnT>YWsazkrDt>=dw8Sv@+0^Zf)_h
zXe!b8BoJ(%#espflek7$>{L+52QM{>RuB_$a=MA|%m``JcWm~``JsZEyw!{d{XwC=
z$iwK9Sz+$JV!_7s9$;o-LBcwR%JHMwazh77E8dn0Ji8M&X|swGRY$d2DxNME!+;U6
z)YN7Emu^Cv`y;)L+vQR>;6<C(hW&;HxYD+>=T5{_#}&*7d=`_cXQZi>6_?4A=ko(>
zFKde`JSNPR3iol`!L-MRK{dTEv-*K@+z(&G0jl)gIJ-M<<scd!XKG?ed;joIx6WEv
zTwF~$6a(a|Q(~LvF9+bh3T=-P3v2d<<4#XZR2%h&7!S^<us`qp%KQ2Fz+d)!)^;;g
z(3kl!!RzQzua(Q|^JoG}3c|cW=x|E1^k71XZl#g&XsOBQPq+T=yw;O+uYxld9K*LV
zFE~?TQN}Uur$07DW*U;>`7pLngB!-geZ=}aG)mC0+S(*CzUaL-$iVP?bVAsAaNHY1
zrqN)(%=ufF<*BF4y7f+hr>p29@%iDmSEKortDy{503n}AnisEQn`D#avht_?nE0Ee
zhptO(q}mz>OS6;awGQ0YtKrzl$1z<t{`v4LTxwt~xH3G8!HCymCuCxU-%bpV*ErRS
zTs}$Uf7t+ikU#zo8P3FgSibF#`M7vfdizyb*(gk-)!^tw`$2r^rP1MNwSMh>fR@8#
z$fT|Ly4mK3m%)j~7}mwl8_VZ{NyL{Y8;0A&4~tla8yt7XH!n9iiSMV+dBU0A0-Xqn
z=k#WPq3O6WwW?j$?a29AO`bM>DYOg<pJV%Q6kq4=>6ri7YPk_1vt7Qlb+cx6mANMj
zhx2gZh0`f9wQj$NJWCAm;e;@i&G;O`P{!2s#`wif84Nat`VCif8B7;C)IIAvZr`*f
zZ1Y_dAbrZ7ONqq0SwSHUz%guW9EcopFTH7dPp9emTPG6W*>)KdX~X0w@^XYdwctLV
zlZM4p-;H%Knuy8&*jJ^Sw=P@DCbVoQBcD}By)86fOBK-7d~{I4uazw}Rb3XVbr^|?
zQaDJm8{5Zh&qA&c9s<@AXIK<AmWpGD+9YfcRcMgdV=rx9pud|z7S}6#0_|_F7w9Ly
zEct#s>z=rRpuzo1EVC1l{nm^SDYa+@0TLQfOkFnIc5qyGhk}Lr`*5a+_kq<-=J&h<
zmD?60yeG+0@O9e>q>&u%PD{TKxh*-Z77(8ZvukSZvU*Qm1`m!|dU#$s4q9fftsAUV
z8}M)q5xHy!e!9tAem<|K6aQ)Z2-<dk<=c~#V)Om(`Q~U}c@XWbO@%R;jAw2GbLRI4
z!WUi99t~>IMBPif--&6;6gHbxodXL$nR4ssr?6Na#(&ea{rI{e_&m&g=I84}#Q0X7
z78ieMG{WZNko!fE*e@d>(YhMCsF~i}*IvgLExd25XeQAqV05+}^wPfW*Kt~&(QumT
z)8`9x9(|vp=Bd%Nv&`19O*2EUewxc<qF`}htz36wbGkd;S-1Mk%h1+bUsUusRCRH)
zVnO-R`1A%QL;8SK&w1weNtwIod<qpT62Ik5)d<f%@5y{~Sz}3wJ#SzC+OLv$y@iF9
zVT!4XfalspYemI``>Meat(M1g1H+*dn^HMIh1Y9-N}${U<MzkhJd(}@zmwYY4@Uh%
zf~FHjmkB>##QQ{GmhZJ$kCn;f1}g0xP1hakP9B9|*hqi;!GL)!FCQOIBlw~SITDPl
z`VCE1Ao|yq*cSyj#Tegy$iT3@r##XFedVI12`d`wMuBg>j<Uv!4JEkn;X)0ndZ;0|
zW3zGLS1zy~%TZ(~z5XT;^~^R_f}g>Y)nNL+4aUprsP*6lVpoq`Nrb8!_SZ1Y)9&(g
ziBR7I#%|_8=)#gQ$2fY_=`O`f-QDi3t-AKa9hmuJ-&?Rnf4w{2Ldzp~yhUSpIyy@X
zW6Dvw?EVsohR9q)!Ps-z{FAU3h856o&&xn-K%|9$J_tnUf-pX78#Z3Ws3tAv0~>_T
zyGRHeX7Va^=79Zt>*>NeH74;08GPAm@K==mfgYHTO}AQ<YEwyG^-tqa&zCAKk@ekk
zDDj;w!0M=$7y~JIx?f~dBrhJR+T5)C>y-t-4!1rWx)1asmOef&pS*Yi1J8kX>2%$f
zQV!2FY;Skhb)T^8R?X7lAnD=Jq9=(F-svgP%3_Y}4M%((;kwB0kEO&ioGG(;x$bV;
z-!Bv-$@6qR@oZA@yjx8nJS%hP)roX)N(^U;rIg3wLcb&gw7-6Fh+F}>j$=P%0Q_gR
zw>(jMIUH#uIKGX<Q*f~}*eP!C^4d2}qdu6iN;*s7SMz+?6~8XCa+6|<nUIWD;;dLf
zwA<zUB}f-sLMK?Mi{3t!yxdP@fkaYMrd)%exiDoGRg4-ZC{7)hQ&GGz7ef^+oYhzA
zQ)}hDgu18$OQO{K9y#6HDun{BIGiSh8dQ`xhnf}8?cl)7UR1Mab0l$;sEX#x>P?L{
zypg_h3Xb-B;|obhw`T52-`Zq?UQZ<M)m2%l^EmlrI8)oxvflNQ;f6PqOu=MDEf)92
zoZ)rTcCChFjP}?5OTFjEP{W5B-0;n<a~jVZAk+$H+U$+IZ%09#tuvnsV!#FBKpgw7
z^(L>|BoCUlmtL>u+Onlfw)NFfK9df=ik>83>-%9h<JER+kk%i+u*lu!adsK_d>+O`
z5z=Afak0f%d^Xhmx~+YS?suVt1!Qr0Ev`@9iO*aS2gca^z+As6yZuVe+YQVzuBR&g
z+v6LrmyTxtmce4Jy7g=BoyWxws~)GLFZq^t9h|*#i*)`pDU@Fmi2aby*-J`>R~s(T
z(l|E*fp9?nX)|8$@qC44l%rCvcL4}qfXydVkNX9)thtdaV)LcxsqDq+K~Fpkt8v?n
zosg&AxI3h#j6qvfu@}owDrfgVk9$2S>!v_l`V9oQBnESbai75T0$YIHJ$NMlnbK1P
zoAqGy>&KdU9q$rg>=ptJetNB6QT}}V4eYwtLq2XtoM(*|qeYXnW??WuQk|nKRi`e^
zkO10fDBYvPOq2l1H3WS?)gw%6ST-%LPuIm9v`aEXmFrS&j6BGpNh~|doXuG5FRB`V
z9&oRC5UoAt>l$QiZdf5!5muS_Tofe!e&YgJxtkd=lr1CMcbdT+J-<&*j%UR`Uwo#M
zbtdItriTB17KrPHpMDS86sxy7dT2cap$PYe&0Ci7Qna3UG^tKZy2UzvqVz<|aKxJB
zHF2<jHk4?A$r=H|GUd>@G2>ztB3V$Z>-K4kNxJ(l2Fkv3a_-xVr2cgGeO2;=ETLTI
z;96R!64$sEPL-hx^5LHS5=W_PvGkN1L;KxD^Mxu_<jJ2Gr0H%-2CILIzFU=lNbsWs
zr|hT}KO<^^x@w0<ip=)`GU$1~zfAw13=rc<v@u7t&B58CW~Ro3e%2(bU6(b0wK>T8
z7(*Icx}V;MW{ZjwMwlkp8br=!_lW|tefrB8heie!jDRef_o=w{hgoB(l1PQBhe9bG
zD85olp}H7BS!K*gw#dksLN1CH)?6`82W2lrxw43Y*j-6@P8aZZYqeBd^SyAgyc$=M
zyK};+KVBpp82@)>`d2{cp?UBtEI+r)o+^UQA(z?{@W^|xGB=kQvcM2-YNtnB@ZS;1
zEMOYY@P|STA=8)EQ1K23sFeDYrn6NZAM<c}YpL>Z*ovs}`D)(dz-W=8wAkAB`x)bm
zAP--;2{U4e>aShXJT)Y+2c%|LXL(IEeqpC+n!VDm_NqVoohwTNrk68phm&g;pBde*
zvql*-t1XWj5rFg~jom6RR^D|rf;-}*ZXm0m5ZG$(j+}<RvzV^L<j^cGaEV0{@Yw~@
zA#s0QSPzs9CArz&Z5lZC05DPHJBR09)5(O6cE?)J>U{ECW|pwrl?u3iuKHjZ3uxrt
ze*XXn?DAymaOQC28j=|2SCDDvAS^=52pQGFGf2KUSCipIDV*wwW*+B*g6|XArAqhs
z*2!yzxZscitxQUv(<`E$M`<4rTcfEYcZo&R`P=R43Z~Z$p9F-epEAaov+F>E`lke6
zWFo6>783vYA$j7nt8kNhqnM)ex#S7|W)-3N=g+Q9pH<_r3kqe@&em$$>g$T&e*6fZ
zx9dGi)OFu?T(l;xwE*x%0H|$AwnV57%%FBe=Da}V{94vU%qn1H{E(iu_u$%|iZ~+j
zjvJQ?^6;3A2iO(STY>$|?bu^uq=`T}W(!yi8cuy;SFINo0Y4?RjPJvs%362m4TpeW
ziRa7@oKik{Y+-@tq+4{9kJ}6Q>g&En;9Xx>v@&`==Kl<s2OzrU4Rn~M=`ecqq^%U#
zTc1#${N$w+I`fkATkz&Yxz_uJrf<W6qG@@ErVk{zl7vkgC3UKV4qGdjx~Db<pFhtW
zHt0RvGsKeJtzhJ}ouuo~c&q>k%|vf&O5s4Iv4tGZT?mk0Ps(#|46*Q$EtG%ym9koY
z8gO@!c-(X{!ry#8G$7U#GDOz==Y{(}FVOP>T!ky(fpwJOxcQ-?Zbg&V_44$h%@qum
z7IDt&9EOm04C~AC)y+-ed7V?C`&8Ay)yI|9l@(4Ps{R2a0E?C^*Bdrz24Sxuburp@
zth23RIP`;)f#>DXLj6rkKxWt(`feJ=xwW>uqA?MRXMYNOM>8g7sotu!+V_1u<C)@y
zo}{dZrKU2I!^#WQCfVf?tcx+dpK^NJ*pFqK51^4tF|O%4zNxqFzGSWN!h?cKB~PLv
zAmW0G`L~Uo#<eiL7;e89=q5d#Le?-n3iUr+>Otr&e<B?4-NhLP9Vke-Zc-*>-deVT
z29MERfuD2AaITbUbb(r!^_})Y*@r~zSm+B=CO}V<@TAqP?7*tJQq6jxF29;Fq;4zL
zZm{l)O3(%LII9BjhUWbawc(H)_f-J}TaQd~^%eh5PlxqP;~uONYBbkE=w{tCA|Tu6
zdn!OG)?4MXTDbPWP%mE_9$+99gFgZocUFJq27XX5oVX=>c3J{FA>SO<<jl<XR@i*`
zH|}?~H74wM(AM4=$zvGyz5FUELs*N(`ynGxMi!9sI082*99Vm;T-4CekEQ(KP$y@q
z$=0S`>{Tg!$MezY7f>2u?)l-oAvmq}%Yo*hZ6y3jZSSJ(jZ>)%o?}=rG&;ND^|~GM
zo!xF;mnp|{DKbmas#;hWq^S5l{y_XJv;U(aI=QfpmKXZeA(^qfOYSz4xUo`jL4W>y
zOt%<O=tx#%X@m3$nK$4mZ*eYzIscmQXS4lX$R-6rLD&_zMR4l0+(>%v_zI3CR*g$r
z70T2``i4>_y1d)*UCY-Za<W;QMK1V&dyCctI;}6qm}M@8XCZc45zU7a@@p2TYz0dE
zZ|foBhQp-izLDnFYIg1h5)$2~*wIKF&SC<<KJ1%pi|ul^-TkVy45}3`yB0C=Kc7_9
zVR2`w0`4PI4b^%;N~F>R`QP5E;cR{E!{D*~+hW#w4p<!c8~4AY*zi@~Q}Ygtjvxj)
zIU-riS~2#(<FZp}VSv5~HcA&jEbOt~oc5}b)D<l1JZ+9X4EgW@-T|emsRhedt}Dym
zq*>+K!ela(G(4g5`JjO0)2rTfw|$}K$Q^qn9YFnLcLg{nzYHXFxz@sbDl95`XnBxr
z+&GuNGERF3$bC@3Zt4z#gj;dH|9%(iINw;te4(pt6o$>>>YPjs7tUlT#!Vqq7R1P;
ze?pi>T^_3b0t0qH3BQemoK$}!9~0LV*&54{z`t#MhL&W1LTG4k7E6|KO^W-TQt>3M
ztB(+^LtaJ6vs?;UlRx4hrajU_QHI1*B<;a0Y?BO`Un3w2rZ^46^Yn5X3I5%@PU$i=
zKk=g(fJfn^o>8Lk#rs*-!x&dI{mJ=L<d>R{=6=l{c%p|)ALu<=DnZqH2~Rv8Q&t-@
zfU64Xbb5Jq;$NnT|CC1g(Ce0VyHjWFM{P}goK?5P%(5qJ)Z}~?g1JM-+H=@4EBC$V
zk|MH22AX)ws^im|m#f`H2}|1r;m7#FGx3PUmzYpKUFyBsoR6zqG=O-+h!x6^j#*6l
zrc3U&y~DUc&!eN%L>*7%7_v#n#nxVJR$+{y$muVyi5JH7@p<2yrmT@oGG>y`<@QdG
zm$(ZLGJ@I*Sb_C_0$zb}_eBIt&yw3}tZCZCq(;^6Qq7vuqN3)ndjs4ju7}l=Wv=@L
zYRSn`rfCi;gaA(iweMdR_SE>UrUqqYbE-zU7F@d4#>JoET3KTeFxFiXPGsD5z1|bk
zwJH+yV+<b~*}gQ<LPizV!6{wAo*pQ311NGYWq4xTVSU>7h0BcE!uv~!s`~bAyoy#=
z>dzgFoa43dFdiuPPUMxdR9ehmShJ-MyjMMVi5RA4H#|-&<54~aYp!9{cxCXx3Uomu
z5^Q+KLY#AVei=!Wwc_D_dVXgpgVzhyd{XoiK;XU>B3LqPhevqYTIQm5cbq=sB>%Fb
zW%_iv&%L;aFMkNsH#{FYVsE@o$SQP-&Y6mpybZ8{Vo$@S-zE~r?zeuY)r;F9jW3Dx
z8Vx2^i{<*hy^(|tYoN*z+>UKh)WLj(JWO9^z9?+Bj8J1>p@4-!m+)hwEHIMbfxzOU
zc&__AGgGq$q-ld9DM9fW3b(|uVSg%s3Y$gKhDTvAmH5swyLs7l0j4b8fhL0YF#x8(
zGPyf}sxl>HQ%TwxSEzGrL*T0-7$$|pAsEaL9M_*AZtzEvcJKuSu2%<{E}pLNkvKAL
z@%S`uF!v9WSjvG$wXQ7i*XpEvk{k<cjGPV@KE0+mpewW2z4J2j-B<FI=Z*PCtoF`R
zq}$Aj>uOnk$T50gNDeRssD)y0R?w@c5o1UaK;sao1B^(Z;}mu#Azv75i+BD#dr+fN
z4F;ebrI`|v9LEuD@SU+zwF*2io1~^vSV90HNUz*$4T~t;8&xS5tg;`3%sg6MCts3z
z@kbOfzpZS7rplc#J}M?DTlDDeJ{Dn#_{&uG$8zk77ILsQ`ambi{b!WaL#66pS?y*M
z*3N5W&L^Qbcj}~<lM>d&e_`iaF}x!WvPVI&2JZ5k8T86bBs}~3an^GY{#a)e(jrNs
z6}c876|mHFInC599FuW|(w|ge6{B*$mwI1MT;aFYEP@<KvLUh0Hq5EY*!Cfh)LN>+
zjN>C1*{p>pE<Doux&U~K*`Njrsf&FTH9X*_zwNVS@;wZZ+=vR#UZ&E@%qo}_>Tt{s
z$E;|g!p9mec1-DWH=~rH<T|}C>Hj8)^w-6+c-v4$Lc{{LLjz!B`3Il?eZ8&3aF=k~
zEbrIfql7lGQA{MZO5`dEAVmxNO+i9P0dBz>d8FuiA(yok^aQaQUx<TCIp}xl<@bsB
zzV>^ty$FbVeyY)T9RycSz}=!Z>P$bgHD-fh@-bMhhOn)yFhM;)B_vVBCY+{P!rzOX
zpYer{;kV5D$%g|unf{c};m{&2TGu<q*y}LPrQ!6xJ5L*Ng;Yi+-&Bu~(R_?Q>>s}1
zYX^wYqe}P;^5=T8QoyvOHi=^aV;q~l2z^gal<0eph3a@y6&dJRrnK!92@3dtfOUh`
zIWS&|+4XSkMI=@x=#7jH0Z3R?#YXfp&#OC5-fSi@RzAnR&|+#P_r>U`j<0mk==_{&
zHdMlLEw*e@okbZIN+7*--`DFknYCK<$Kbyz#LfiI*>6+nlIpG8CQ<WT`PwPFX6P>M
z5hdd?vZvAmolPO;b~d2C($AnxYWeqWao$2&@BCEgiQ?~}<f@=~;fU-mJwm7zV2Bvh
z!5sb~7q3>)TF%u#52{8CR@ltjUlK5*_VbC3bevU9zxzN})GeNxpZs0F(=X@8rnW#c
zj<hnDMmp^^4CIC;{FTIxZ2S`%BoRn$(Wjkh<Q^-tldkAujBUqh?)+&HFzWo^vJ}!1
zr~BN(31u_$^kuuoT^@+={46oc7eZ~Mj~Q%2I{GV7tj*B>88mwJVsjvGwEF|=>&BDy
zS_+LYH~9a}OH?!yMdt-0dp?mtQ7wJ{2S1|}@4ek8(+@F6VTNC?rBALBL5a}-7#4hu
z99r@i0^ZQ%=H+lD0tl!5K{N_%nLSDN1`XnkDp|F~Q+62^w)e}|iV7{k2xx_haq$$y
zM$wQT_0F99I)%e3lCc73M8!2@19I9zyXk^Wvga6w)n+n+<Ao-1c&ylUr}KqDY3|3y
zy}?maKJ$$LkD)IYVfOWw+Z5Oq{;`HO%VrBdT$G4lWQ2+?|9n1_gT<zbXinTg{LF8A
z$8lPIJP_}vQ#u@7rqpHIKE%TjLHaP_IPew@5QSC?e&uErmNkY)^@Z<vf3@EPOV#VJ
zB`=qqkilI$bc!mzqEjLNbcUkVB1Yh|ste|57G1vROAYF}DM+HrQ7OM*KF&OCIAn-C
zBg{96l^s|7{+>^SYJuk%vcBG>AD~6JAEnUv{<Ww?J$A5lynBnJf8}dZ(7M#JJ|^0$
zYyNf^ZMNa%pehtXD40ITa&UO~pM|#RFO6!?&9mMy`+RO1R84S{&iFh=8>u99;-Uf`
zZ~0E^1KT`<6u=>rZ3yXyU>7+<+$qp0{(ewT^BF^{ad0Lf!kO_<`8YevlC7qRmO-k{
zgW5O>igE#P8hsFNIZw8*P$NQTFi7M!$DYEjNCZFI-#O<I7VLtrQOq)Tn?v`_2y2cy
zxgk9Z!)$xHMUWGgPgkY+u|1AYhBd<;`D>23ilHq(xM<)vsur;m%ywOeuJWm(zstRW
z#szsjFyJu2pL7u_MVTRdQ@CN@ifTVY7&NYcF^NhwulbH{;7_SB1SKkQ9GM5#EHQM{
zi)8vmscPdOS`hB&_qlvhjEWQi)cFFjP1CMJH267DsII$uIkQv*qD{6`>u_hCu{Dd8
zzvA)+QkT%B!u9(5Kqn2-=nGE<m`O`%ktsjPn>!Vl2wQ|PZDgSPOtHe|eATF*O#mBX
z&!S=lXOnc+dLmFkTc(AYb`Q40O3Ze|B;V#Ltemo=4$(#Vq9CqBku3gkq|5KV2vnE5
z@V-F}6YS5Tuu#}RO8<D<f6ma4xHG=7^R;j&nN^DT>Gp6ML@y1F_5F;u`;PBKGQ~ud
zpi!r7y;qCzk<Qo18@h%-h<0<`Dd&J*1oTiz9V;kX8^W=`L{~O#7=xesmmG;31~04;
zvyq{|cHEp+BO?q;evv^_2q|2}vPz(GVs8Qt2(N183A2i~=!Cpnf}kF~3U)pxtV&8}
z&uvbDaWe!uU~{sZb|grZG7&*r1M1qrdk}qRMx&=y2{Ee)RGOLARi-5(9Qz9}#Uyms
zab7zKrb(LFKTF*$fj;;f^agfsc=g;2DwQNP&M85}Nj5D8zd}3}D;Oj)S_P#phll_+
zL8-Z4q}y^vP1#*csEF!_;Z(b41Ib+|PMKLAj9;;qKMP5TI9MxBHzQK=$fAc_t5qyX
zD!o_B*ypL{<NifcgevH&L=4)kzXaj=$zaI<bS#KsZJ9h}9eFr6(Gf}FUJs!+TyF+`
z+8sS3Gi>z1T}T4kx0{p-YkL!Ngq#5-qceO0$3CJCM&&>j3j9mup9X{TdPu;QE-g|o
z*%|aU|Dyj!CCJ-Gm{X9+3ENo3!GwYx3&vDoQOtwhw@7hTe1(ddAJlKGZ8X$A;ZJEt
zf{*PKt#y9~7w03_kTb7YgoJ9Aq!4FxCOue=jF3Mg#5O*=rs(&H3^a>-3|&BqYY6s3
z;Z&Y9fb`=uE)v`)sQno7c@;Bgc3KY{#d!D$tmR>;em*lIVd`C3ZLwf;KA~P-s-e+S
z?eqY}ul~elXH)0_E<}vR&9+e(sN~*k{bCwOMl64ziT-u)yY@dp_UA%|c{S)?@WSyY
z9LWu1s=0Eorj&`HL$cG*Li`mJ$lSAqZWn5$sd=&}q)X>fkkBAC7xXZ-#1Lzf7jzQ<
z1Hn@%@o3TH0CrmM=|hg%E<@tof{s4(2I1=f9RBrh+vQe8!E%-6_ywJENXf)1(fPf?
zTMg+P%GuvVH3}$V;8{y@LDT4Z`#a=BA~Q%-;#FPeyXQ?4iKp{NWi>IU(`w`aq~>AX
zipeYGV+Texd|hsgD%!n5^^^W%=tWy32+F9N?Fq6D&gI5q@U!4G;7k{6K<Pw@j0&hk
zM?DHv$owk^|I`?v(3*Gce-6`5#4mqANl-&A8}=0SbP3o~!G><li()i801Be!)jkL`
zZZDi>QM6+iNbj{8t;ChZU)uNJ(59ICD1;3^D-Vw0?xx@bs49cAst%{)01Eo~0Ka8=
z?U?#aCsxzcA>r2QRfpMGoGWHTFe!0&Vo}*WmWYz~v+mKRgjA`msS?G|B~M~BTf$~G
zHG3TqzYLupNx50`!jkxY^h6}-Ao^;=&#qZ&>A^U)HC0&KVe&S5wPqU*48(J3dXf%V
z{C^Zina(K?sqg{t0_*_n4+XZx!-djiR0C9ko^l!WpY<4?SEqbRB}!Ue4&^jOyyyBh
zDS{1%-w#6kbY-4ktZ=1;;EYk2#0rFp38c|l0HX-a6>ylg#}naARA+G?AiC(^pi~RR
zr508;#!zX^?;uq1E-)au(##vFJn$7Sv<=6(EZ@9DTP&jS(W?BBZaZ|mMgM)9n-C%b
z{a6E)`=d$YIPY}V>YsAA)nV~fIZ*K9E9QL5t8=(iV;qpbpyLgfVz!FUfk^dqZb+C_
zH<M`v@3dw~mJd{*yC;nK4kys{!#DPbln5JR5Tl8n>DN_r0Es|-gC$X7nOW|87ejA|
zud=}<3nA-9(F(C&xR{ee4wO<viW|Q&KGEwV8Tbm1C+Grk#89;oAmw?9g$g)7WS&7<
zf)h#G6d|=?qrhnH>DD8>s15f~aJ?XaGNs*03w9wcVEbE_--N=j^CeOkq1`5TTt1&w
z0cd3`_FI+E7nuY3qxp>eZDv8`|H`hv`3HQ5R4~k>>r+EEU-H_3xCbWm88w!(*u)k~
z5QbiBC9waJRQ&3lm!}^4nxjnQSCjl9jW$hEp4=TVoT;KE7Fk5QF{1i@s<kIyh=Gt?
z-{3a`0$7e$hr}1%?ttm8pVjPULdu7XYz%e_zKs$^_eI`3^=0^4Yn>2uya4<r$6is_
zIb_Hg#W9U)bjLm}om!a|NxsT+flmV(VWt=Rv{J9rMV2ytD46B@h)qea^L~Hooxijn
z!nZ#hL0Ji5T83Siv;mG#FQ@%km;iE{B|0_uqaXD$lV7uA!gBsRDRzOnGn6bWJK!3t
zP~{MeimTm&I`DKX(wR6#6Z1(Ty};R^9+qH4xrXCue|&hfy^vb?UJru-j;V<}X;w3q
zxPD>?mf3x(XK1b_inidKw<ZKCQ`pb32g|Tgkk-(`wp{v422MB6eo!yfaC&LXjP?En
zC)}wFC9oU8LjJ*fTO=e)Q*Sq){r5OfcbJ(bDc=1FvRw3c!N?INk_q_(MG8?n$jKp>
zZDyVnc~*U0p)N$*fgk!zX;M(;3)m|32|f$SruQESuoY?*dsDI2)YA{fUoqVb_)Mz|
z-C<8}3YQmJm5Q3HmM!PzQn;>7d4!<yofWsUR@n{(NVpi*n+nH;TIA^=eQc=&CO8!;
z{Qi?EdLOlm25EKRSu&ed-7=Hubru7yX0`i&_XjMXZdPu($P<TmTejzrPHw`>(w5vp
zoyF+hECU`c(~)L!X*J-uNCW|!<wloXAU@a8X=kpe2iEZ)SK;w0l^Q=w94W27GvP^%
z>Crq6c&gL{KRIt=PL`@Oo|e_O!@Fr#)SEX}9)5D%W#6Qo%_G%RvtB7L$L_HZG+$%h
ze06Af_+WY#6Cavb>~6I4g~i%+cOq1N*?N)gk~&n4R<}7bjT+;%fxNZKTSO$@$3uV2
z(V$J|{nEvst^>c6DddAPPvg}RmcFd6o-`j+V1Imaxk|pm)U{<+eQZZ@!?U|Rj$bXi
z|7BIT#9ow^^=ceU&n|rqoBtAtFZa0X9ZPAo{Ho^X0M-151>l5C>*Yk|mywp8-?Q%e
zkGG1Y)M)ZN>+Suq6xFrtqi%NNRih&(MN&v_607t0%8J8uq;=%xZ9dYG%Q_^b|N5dH
z`*FnsqT6A`<il#+!EEdE;H%D*4xZNx)bT}^iJ*O)TGJ8lQ<oEgf+$dH$2OGXKMG>u
zfAIc!<aWelSH|nawY668SI&Q)1=KyB4zS<@MsCNN0M|e2XMdul{+02!5~<+dJ?7;x
zIX$19)g_b=@VWveuxE);+PO~P%nsjr78H(QY18wwx!m17?umuX$q#0i6rfj%`qDJa
zZpiR_{h=p`^UDtJ%i{r1qkEhE1nT!Z?4wv;`W~E)EHF-^eDiP&cUtOgpYE@R#J{sy
zlrrt)linN`wbOIk)GSUNg)zOlDnkI*&0F)S?dybJQmnker)eT(<5Nv4_}nbtp1q9^
zD@3*!06*>@!-V6X&yf9R$TchyvQ*MU*?sx*j{Sq!1Ck9*Q;l*q>iJwsj6u^z>uVuY
zCWCOIg7;mV@DaoTwf?j1?>C{?GO4i%G$QEZW#f~-pi^^KJ}ejufTo1rK*x6ZWiXkX
z#Q=JeO6mv<JH|MBYFAukwiDxNW)ZMsi2H3P#>Z<ehk>uBI^vkhfQh>_eWZ|0K8?)N
z)2TOWV9Hg)$TPtx>VxZjrPsu|?)R6Svt<@QOYNZ*mR9}LWIGWkrI~Px$Ww6|R1rU+
z<MO$eGv$_)kOCFtSJk<np+PB}!1Z+M8II?%kEJIGMk^AVi&dDzER1RUe397x#m&r`
z{tA6WLG%yrVp{{wty#AkCot`Fp&=D|+6cC-!f?N&WJp2&0rU14DA%3;Rl_IT-O27`
zLTOaG%8m6jBJ;RbtSBYGVr7j{WK0tJaOX`EfB!VO9s<z|dGawMcRZV^$F4F&JQZAA
zZZO%MoamAiI9eq7Q@-X~m5k=;MY`*KBZC@mSi@TVu0npQw1E*ua~VsGbp8(`PynAV
z&_v~nHU9KKR9Z7i6%RSF*qy=pE<jtQb~+wAVge+l{zZHn=thk^ZLrzU>M{Xs@<g3`
z8274;qvhtNSSMX7^hEC9)gx~*CP~`!;|+o^N!RcwvPHAMSQoQ!+*708cD_OHetx5y
zrpJo&d_T?I6FB|@zMMH_`zn6LL?`O$y00X9*1C5ul+@u|Y`*Zhg;tQ7*Zj_2of|1|
z+2h9w(|I-gUP*0CC|d`gNz(5f`r8RL&sN8y0DLFBm#iYby1N~0z3;oSk>^!aRc&f=
zvn7k4!m!yb%K<rAZPXU4rOePTqHhzhQ#{XI(s~>xrmx<C)xM+J%k2f*>+GBFyBc_N
zEA}2*z1G?^gCey$Y{Q<g`Juu}pe+EHxhy1ko9HCNM;diM9@J}b><oywIsUjO&d)(}
zq2(*rW6jiob#cj3cCBo(5?Y39C>FUgRLb18`Y+kPBL<X{q;Rk+A)g|&j%u!ITdCBE
zPX&f>$0?rJBQv#lP+v|0&p{)xk48)GB+5Tcv0WdryCwM}0AxcLDnx``+Epv=TTg{5
zh+lnX2q{oZ)2LSWmBU<MKO_v)R%XMHUgf8bi1jyt_RieYq?s@#v=Pm~5v{4pkNL#S
zqJTu4BagbnmmT>;+=$QeuE^1jie|W5Eo;W*>1>6PzHQ@X+uj{G6QXxn5*aTQ%>=_2
zeUGmg%!Hwn?{NZ^!L$Rc6Dzix;B`w}57}s|ls#6)NTHZzNgr*1X_?mISZwLlG(g89
z&$ZqzaILRYa1I>z=t*k1SwOjOJ_&09_Sc{_plt2+`+W7^rhpt>ygQ$6-X_qH4bD8h
z@*kvs8nNNx-ZtF;TAzdTZ673KJ~vsd8q%AqMW^xq_;*dz4l-VWS+xG~oR{|WNMJbh
zIgR76coZLymlaO<aX<7ozSB0KZUtxv0LMTa@ALRLjL+GH1K>3)42Cx&+Zdl_ky?Rc
zy?@02#xm-(=P9UMnV$*;=XJe$hk)*7leeb{zHV@o4*B#X;pV;U_3U}==bic@x!2XO
zJ#?(Y^b&pwyW5*~8cBUvm>p?TeRS#y%2;hZHB@$5E-j<h<9)#_rKSv}=KUMCFPQrW
zUBLfk3mjHIY5m>*z3Qh<qtSG7%|RdnE)URD21iP=U#d7M$&T608bD()<*obLKfq?O
z=n9x0)yNTIblXAdrkD<aK|2RlkBH3*EEu??jhAf^>*!KL7%JMe`VQBDZOXuy*eL_-
zac4^xy3588sFbq-g&-9xR?&(uC88GfcPZXnh+4F<5X?5_@V@1)6=5Nf>SF4}#;(oT
zYToNn2LZ&CT=UUV3KlRS#<s`_N6d`vKh3x#`K?pus~)^~@nDsMjj74ksLkXp`Jq|`
zK7f3Yg>k|cQtq-`=iu#~`u^-fO@Mr=-V4=&2=8P^DIW1#lkSil?O_E`u$lU|;WqI$
z7=5f^kVs|FoM=FUavIEp*7(M!cG{s0r43)1jY;^k?2GbC^iJ@iwObV4oeNOCl1v@Q
zS%<Do^VW2Afu*d4<|N0B!z}y-{NEVN^Zs}`nt>`U_f-D!oKZ#`m==EelBsgqX)Q*B
zq(`M9k=j`O`_+Nm)4T}<z}ZBgKJr(3$3$7rMf^|3kO=?GPDTe5^b+U&^|9zPOckNl
z!Rl+(Q$@iGcATyxT^3#lWZuJ3Rj7yRd2(bcve^}(irZ27VSxUm->30aDs2+B-m9!j
z|5Vn5hG=k7iyJ{=l#^r+3CTh2tlxEN=EGVwJX|SN&|NwK23a2BfuT?a9Rq8Jbf3NM
zA66f<Gw{xk*$&%a9twb=g$)mb!IUg`^l@MNRFTLjTKE2#DjmMVo`jt8j>t|@4jr=f
zKx2HBAZ%86<#*`DloQwMO8Oc6JtE7a8Ta3Gpg)|UU-UZozwkWw$Z}8)N+D5u-wuL6
zjM!q|o=9i)VJ{^eR>xfo!3Zj({pfIIR$aD0Vb;8ycBYx_1WnrSo5o74nuyDo3zSm4
zdFbw3rJ=~S25G+4%*Yc`QMyv@T`iemiJ`?~4?a`Kva^{KIp3&t<h+i?c}9iB3(Z8r
zM^j4)z{OM$w4Y8*#_@M}stfqueFob@gQ1&U5<ehDECXFm<&YZe!I^V5#;3F>O1+}p
zMKs^=ql5zgvow`(_HWvr_pf#!4&<Lp|4kbQ>SEtw?B>7=8}aD^-HcNJzdDuWrgaMo
zMio<c=Yn@6g6FpYXdUpJy~Y?GNalQY7=)YRQNgZ1l5IO^C96b+<}@No=$6w#!wv6H
zWSto^>*;5<jEEx^X+ImX$+EeAURWmhR*$&t7+o<n;vEf+i}s_i&I%$qw32s9M+f#U
zlZ|G4%sQZ)#X)skak`lRdw)8?v>_D0lYL?gE?31#7KR5@jcVisGLa~Y^dO-MQcZZH
z0RNZV{e%AbtbUG7{;L{&=#~VrmO;E>Ibb0CP5huN0}>!_juFU!Xs+LN&%VO|C|cv<
z$+ZcuiTimQJxm#BDrK|-KxXbDx<FYb@Yx{|!DVg=5%vL{AkOeZ6~Z!<aU!W<)Y+bS
zh9k43H%4c=l7`O2=*=(DBtUV7w)LAL2YZr0mx}kEliV6ZH@itE4KKut-ROx_l-@3X
zsPyNbzDWmfPC1<jZBoB}w_lacm*mEIY+$EN_3f^wy9x}FgNPh$?NeVTsy?ULFKK-8
zDBDE}m>fjtDJBk2W(h;{^xVJH>W>%!*CK}dPxdbMZ@w7&f#j=EIYe-BltrfW_vDxN
zH3I6QeIkk@3pu;VGSDQY@M&#$rlvM_KZ=j6xBG&r8N#E2VF#HE!@P%zl!y<;x_<?T
z09$I#4+WoiA&qpSEr1!!?A7xmscA7{ZYIVQ8H?3B0dd$`qcMA=gAcOMzt_3med^3^
zXPaS8@(E0U%5OpE7$M(n6Ug0K--99!5i(ve@gR(@K-EY@E2tjwHJ?gige6+9<#0Rw
z^yO~uGwdTM3B%EAoW6tjqyMer{9DKT!|Y=s**awL{)jKKlG6*uBE$B<Lds3#yUKyb
z$=h@1`IhV!TYM?m!N#08mPeBr<1rgljDcMcc}ndcx*g2+3O-;NLeKceQ*nhBqV|FS
zq8Ab%Vyp}b0pABdzVlL3xOjIx9f=oFmQOY%W57nDleu#?ueBW9n7O$Pu&_}y?q9nN
z=@iCrzu&SF!~YP)cT&2G++3L)pD*vJHcp%bKX0eAMI>`naX8kr(O%17j2)x$TR)tU
z`6yRQ_dc67|0XSe;JuGJCSP8zx<0q1;UtpKUn%J?dnP7X+WH537MeB#r}{1<9f}IS
z;$MK3J9HG_pyH;Ft%X79+m#S;KDOe;{;>oTav_GPQYsOU^I?eymem_R!?J88D@+v7
zIu$@GUQt+IxlG*=4l%S&l8^c>!8bW89ubO9%XhOcEi44a4Q@w%<ePKPlwsOC6|DVX
z0|6tT30|M!6BFgJmjyXxdQL^0ui~dp0h^sbtz2m+`)MOT>OPu0+X%Fp$9pny9~&>$
zS*J@v>@&Rfll`Y6!+lcS;spDTh@2S_zrrRXaADnKzInPO<K|c}=BHAX`cROO`XMua
zdo@tr;`rZchsD36_pdrN3-lcNrM<|j<qJvUq6^srNu)!TjKrj>fB(u&5aQlEsGJq`
zW)r3er4yDKbbFb{tNo>j-mPdf=0MvLFdWf6&O1UJQ7Nhc8X{p~*9K8Lp4#asz3hWJ
zcI?=YGr2NBUgqGFX|R6kC#8acZVJoHV@HBDS1w9HOD8C1T#vbBjbCb6-aW&b>4!9o
z?th>jK-(3eNX>JHS72ecL|rLxc??^l7!s6H4G(L+Y&k(}DtaQ4Vf7Bd=u1(tKF#|q
zfkARUqBzY)!@Va}*rTSob%H!dO~i0B-q!4?6AMo^saJ>nv`F!_2cfiKm;B3k{ljq1
zi4qDH+-OhY!X(FRD6XtO`77re+Ojpl2ZL}M(kQQ`OPDKVDp-GTD6M=Z;1xu7j&#vw
zuj#DSr|GY;;HASZeJN@<vrQAKUsorQ<GlyO3xbIWQB4SfbK*yTE0=DZ`F_PLZ&c}8
zb9G}bLDrxflC*(vt;nVSU58CVS+B1HtUkxc3MN@lV4Q>v(j<tjeE5`j<K<VBe&xU?
zH)*nA$iWP}x@{4=eOThupHX`8YtIwiM7QxVm$AM&xrB4r_PGWj3Q=JCgJ+l9d|U70
z0)qm<HKlzvC>Un|`D#9M`@0cZj3@;>9@Bio^;1l!#?BCY8pO(If0I2h$Tl|c)jkJ4
zn);`4RjXV4)9HA1NTqrplo0%JB%Y+qAn^={KOCU$=;~Cc4ETFjFNX}wB#b!6QH|jZ
zsI(}}_{-_!FQ9Hv75i*d>?=Ot`Q?JD1p7tM#CSw(G!iKe6)7}XG}cV^(pGlTZW~QN
zxK<4Zgd*r)1-r1g_h#ept@DxQ8$9Gd4inLcT4e~tlN%z$Aq#((um;yiPiE9e6n3M6
zv2uT$@Ds#owU5B|Z91%8AvPn@5wi}tTps7&Q2Z8PZmZ)b!}{)|jt3cHSrKf-Mu{Ti
zCUIXgungA>NaiPF7Yyg%=T-g$!0Yn<(c9i^$^SG&{89A5ZDsuml@J}ciC{5M6#^%i
z<Ft~&2D6yo84e+A4|gYIkV~V7@O`(bkw@1Gh*JfQta3(GDv2j7_sO~7=#QwQD=io+
zuxcTVlNRRr6~l>GD-tR1i0$hH?r9x0S8ki--+Gx2eyYeRvb5R@GWL#ORv%9|>M9)b
zHfGuwLscd9rl#t`kSCv_VNW!Asb0X$;EZ7}l#RmI+zPdZU1ugwPiNN@QhOTccrRld
zwwG=UN-PMalS9f>#t}mMO-ksNn#R{sYc>}alyb!jw9z7$&_M{}yZmRFxUXyeG=p&+
z$pJIFLduCIbH_@(m)X}1D|vs#>@Vg^U2Crv*uTYWV7d6)4s%gaa%F}N`eZ@@N-0AA
z-s&3hZb6$U2GXXVjez!$z}*D8)Vi3sWu7Rca1Ck@B3Oea&2t&I5od8ySV@^66N=+!
zOF}Gv_@E`2<jw*DiKOqU1L`6X+rS+a@vbe6HW)N-ic}L$SVo9iuIpsCr%6;ULS^nV
zMgEWgS|cMZ2}|{E{+)eiyQ2j}P%x_21i5%RlWdZxY8VrbMsu7{!#7e`e;CPW$wI|X
z1|N$L*O@5NFo?uxaOe9;pd3Inc~ts?wOhS^HmG^M&wpp1<jfAl=YmlX6A?_Pvfa{1
zvzoGVKPB&!LLVCMb%0aj#JIqLhkyIl{}~{V7p~FCoqTV|7N~*e$bIm5ub@`hHKklE
z5f&W4n<IfE>(HCPP8*V4TvSsnXSqkMb;rqsU;;)L3D(^Vd!-^6D<KcNdY*Vhw=0*e
z3wfyDn^35R*?j$3Ys|a8lru(6U!*8!8GnK{K3``y-NZ(an{_@HN1|W5R8xozmOL3x
zt2k5(tgRXqYdK!XqA#O<glVfQk(+PAnyF`C&&EAXFh5I|dMWRz5A4gYJ}RJ}9S(9L
zQ0{mU)fX};&c@N@q*L2QluLNiucB=elMb_8tdxJ)_kb`f+KRLGB{A2%fEevHB7oNQ
zU)xYvq`v<z0Q@7RbVp-FOuZS~La^a9BtxJ2^QF4+VC1$H4d{NGq6HlcC~;HrbJYY`
zY}tk9e5IyT+VlIiolcAF>r7j1Yzcb%#itSe5rZi&N5&=OI=fK6AQ=tg5OkcIDNZY9
zZh_<rGwx)Vi?P+2`iHouNmy5w3<2r%Z;Y|Uk~@a1cPjXHf|#aYZqi2CLUZf(pS^^R
z*y$<-Xc_Q~-~%qlIWkq;ltdO{g}enOr7b=|WtPxV4P7l$IK~sjsS$(TjME0Wjh%hE
zloU-V6#$2pImF_>?snLg7kk$wg?<Bap*Y?93Yypr{tz_CRzISez(1bBpDrp*Fa!P3
zMJhtK=gR8C<Z0iXM&J~2htmKST35#s+&0Lk8w~aH?_@E|2!N_hp?5Pvd}uz9D##1V
z$J>gO1D_^Tn)Usnaa9EA!sfsxu;MUb;$czS9lT-fMaUJ%%Ka6o6krbzi=$V(DXIa~
zRN=o8;IaxBpQKuoL1wT>lS2SPr(3ZJe!GbQj(TIvIUpNzc`cB!PX-3MS!VPK>WQFp
zbW2r?TSEHOI|`vd%p7>2-aoh3b+AFC%C?MuTP%>q@4e}LIM$&e|IQ;^1?BZm000Lx
z{@cXDf1Q?TOE(Ce`Y|A)jzk{mL$hKNBf7Op#5aUI=BULrLFDJbrQNFn-cSf`5jRob
z!-{@rJl@0(Htp6gj;K%x6=s+wM0_xpHx&buL(XS+s<Q*XsvMkq&!GrID)2$?t1*8<
zvRI&~9^LtI?l9)j_N-Za!Q@Bp%wBCN9fW4didY9zevZ;P$t$E-S7g7WC-wKghFV6H
zV8Jt!OM+VnfHmtL**?7ddFy-<3TT>6Q2ik@>u&!Q0j&b(m~y)O3b+?~V-@ndCl;|X
zKcszC7D<g!E7f#^(`4pqM($P|4+X?Zb2h7sJ}c$>&|%_^eM7;pFi%#Xo6lXr74X>r
z%%Q54kUI2HY}2=Mp!YQN5&u{Z_Px$7WzLLMrctc;i02e|zm13}6rF?#1-^wmvuq*i
zXvkVMO$f=?C|H4}kyG3cf`47Yr-pi+Y3WTV9K@>{qmlSUf)g)nVw<SqM393m(6AhD
zpRIm|z{Tk*>rV^+&qMnAHzwL%A9Q@|z}(0EM#E(DPKA_Q9UzwVfsxk-jLHkSsAdj+
zX+r@bC^ge5v5;_l6p`92w8wmKkjQB4sO*y!;i#x`Z~8$JElB9Tr0Z<HE7kUCW{`Gq
zDO2zOA{$&qvu&YXvNU$w{iVM<1%#f!SG1{MyRgsP{ZU=qaLg5jw;yx;j>1ZwgNfg@
zYxka03nbV;3E@GI5<=BtIe3a0hf}~0L<IC#2`dk|%B=H!c2<6<X8IFvz&rlugv_mw
z$3G43*XGRl2~8i~l?U)S7?AyKloBpq1}|AZYLBir7ff|gaVxj!Bj=P;c+iQC-jq6>
zT{Rqeg{E?az?B{{xu%lBRM0)yxPQwx+A#wA;395_8U@u{`Jt5cYen)IzHHfRi=l5@
zsG}gRVZ?=s8U)Y-_|C?I-o}WSg@vA3aI!4qJ0-v5{;C(h;V>*_s+a8_IwSeGoW?Va
zfsf{4v6<f<PdeV##jdn%Mr=M5R_=yx*R9^w0WA(XjmFB762r^gbu_2B^K#)le9yUK
zMMBkv&=qyh2mCJ+YIj9N1J$jCScX30rn=;H>qSEQ;-WPm&C@FE!v@kn`snNl1@q=m
zvE8J@#HMZOH?FuJS#j9<>B!xrsrY$~LZFWf4Mc*}1gn?M2=w>sIPq-|LNGIUbdw>#
z&8`r}X`@xIQ1ruAiROlbe)Ts}9HHCja;=blt@l=QtGsQ@+uUrx5?WReaEg`Z_gqs<
zR}Kxb6?Umw@k&_J&ukUP>OQ*HKdh1lb4~&=7vXSN6~5Y>`JQLGI{UD9b~^N%zTq$z
z;pkK#qQi@OZ;ge|%}820wnE<OK8#=QVep}`u{?Gd_*_ui<wm5<|0(P&1FBlvZmohe
z2-4jx-7VcIiw>o`ySuwf=~{HRGzds{3kcFmNyC|d``vrL-*?XOuM1dn&SySxkNX+}
zFcs)aS?OE?)GnRtaCbg1R?8rtrz#hEiSjp*FQE#ofv6ucUwV8KF=_Be&GzF)ky|`}
zf7|G|RXqRdl$Vdd?P4CD;mQ%OAK<lbsSEMAfdZ-`+5;7OeR#e2(Ro-h?)!G`dD}0)
z=v19Tb^wB@xSL<@OW`|Daao6jmixq-U03J25+44^)2Z_m+uO{14~xrgZnT2S8BpB#
zP}d&5nCGzePi3y{k2LVwAejmp=jJHp2iRt{_&9I{<o3UO&#pc;l==qej}E)%t8V6J
zii8U%xR@TT4Zez4WHm+t&Udrkv19|z6&GKxkrwLg%m65#>qvjq()uU&ZEg1`?}mhX
zf2ZF|Yp;#2y&t2x%|Ac4JP2>JsB8ZMZeD<~iu6{Bk28NNU&fRSBA)zUSax3h=ne*2
z+~I40b&3X3koTJaUu4rsw72_S*)*V$3f$B7=SHpqk{lNx$zki4x8JRNikw}&c<b&y
zn=pVna<dP8v|m4OwBNhRKaIs=JOV!|aKFF<I<$V2>|V&3da5>6w6)m}ez&w)_b43v
zTenlo64OgvxPaCu!fB5Pi7tA6`phdR(YVmqBXS=nMGWKtNiF;}0G8K3j$&@;8$Xyk
zEl2W=#~0asvLZuL_yp7@(H<QvW}~-}Ie1&WDNAZMy7H+dub`eo6+B0BZ1HBiWe8#*
zfpqBc#`;yf8uh-rXF1z#dS-3leMIazQEe*^_M3VGsV<9G(l_NWq((>iX#CQ@8rNyQ
zv&dU3gB^}D`gK_Q@Q&}aH35eUya3+^rNH?XU~xa4uXoj-SqcZ$;^-R<d#zyEPsLuR
z5ZUc=InTS6EEiav1Ja!5Hp8e)8fzyOi}}n_L&+%<{HeC#&(9-Ss)>b^vI`nF$&Wo9
z$sIiqcaxJTz2T}j`VYFFZrQ=*>|o+v1QR~Kw)Co&VZ^*?A^&t<U&^3Cz0G(vx9WUz
zVVF;aJg~JqTAwT={OqNDU2D2{4tn3|$3fd3fyFe1RpWKL2wy_Vjyo}G75s|OBEr;s
z&qM;fiPwVjL6ZIiTiatC`F+g4@VD-_HSteOeKK=yU&pe`fWFhq1C#1wV_jB`WH-3k
z8mV_byV@Rm(S^)9?Cmj^Jci!re+{K1AiG09ZPD1jvBn3VURJ~nt->1jpQgd@Kto+C
z=il+ObJ;Zzz<<m6fD&ey&_H^l6De^Gn~UM(M<t_rzRPGQec$C%rUd)8DQoN4@q2!x
zpsqecI^~675WkK==oh)vaKbjygemAS83^q<us1X*93%OgR$F4A=`XTVHPoQb6xrXv
zWm?cFq@SQxYYYiJ+T~jZpC%l4Ptr&=U8e0)PhBJQ0lgz1?e_t(buA)nJA!I?GKwzc
zKE-*rOoL1C8KyQbU(^Pl)9TuV_wp>+CYi}D_Dv`(DypBf9En#kT20AmVs~pMu1+im
z$>R=IxfghsKHIF^w^lt-K28J07e=BZPmO-bjOX)|81x!mhshP%tp=Nq7|=$IcqAVC
z7@gD;d<kGciR3>#H!+_upmBk_@gD%=+@)T6Z%w&Ty>TB|tmOOPY4bgqw-n`fuf4tQ
z^~B}u1J%<Xy5Z$8jSY}M%4plMwoXppxX)WkwHtuZWigi(1VXVeSp5#TMh!e*zoQHu
zmkV{~9Q*Zq^{V&hKWs2q`v8Lw=AycJtQx)E1uv&MBfx6oYYJ03NZqi>8QoV`q=**Q
z{64k!r+o~?HxaH9I#gMqol|Y7Hoc_%Qg(V(LuuSC!)CgrbYS_XEYU2bz86=gmZB9t
zAb~_utTKVZY4XKksVXgOK4PA)H`q2PShr&qZZo&Q^q~z$@>sx;f1jtIPz3Ua!3pXn
zt#!_kVnQ@yU>dTTc6IiQyA4y+DEwNh7m@9nv6}?#CO6&7AJFO3cUUmsbyfyn)&|W_
zg0Ma^=B3Pk{Doz;dAqN?{P01b3>y*v98ChEOT)w*_Ay8?-ng9X80&nh9cujiTL6F@
z`%;*4gH`YFT6(wOG2VDyrK&p3i@If>Y3JJ|s8YJB?mQt0)Qvw@+C5J+XPq4#34x}I
z)%(Lj+Ii^f^~VMRt0qIEiT=VI;00}Ee2@fxwmE^D2jAS&0B9zFP;pU&Lf;i)0_x!j
z&;3!l9oO9#+iP9B@qTIY&6eQ*CV~_l0cg@Nc{PD-pmw?br!5@c*7j`<m51k=X0qpx
z*%i?5GUX!yDS)s9p61bdpYF2vCWwPl(r$q=n)AMdGGMnk1Yq7Huhw1rvGotzeh$=(
zUhb66+pCso%ua)JnjJPjI`cUJ6cFFp6z!7`2re9Kw9WnOvU1dy;{MZpec#?|{aya7
zq6dIBxj1Ykf*fUDI?};?K4+k`b5$bS0?ke%(3d6FiLgM;z>ub%=Bb$ngs5rSasJG*
z4{PIuE+JylGLHpQM`b@Vu-c{nh4bMZ*=(eg7<XZUPzyqohhqn;QRLVMqr7H?e5WMA
zg=X=Gx`q}5oJh8Zn*q?`gB#5*?BXo3NTf!(bl%bST@hy_Lp)QeYl}1LmB(r_UkR_v
z{iZ)uTg#2>Nm-4T+u6s11ElV~fAB#1=W}!oBR4zK4J9DAit`nZJ(<j0A`ef1(w6Y#
zTDyQi;(mX;e9p^nKeLoCtx~SO$Zj$B?Px<B-=!mABWk%K4pZpY_y%Cz;zRA-`lAX^
zEl*1Ax{ja;96AzOe!4ETO9g%#PgN~er(a`98!Z(2kVPpFnWI(1Q_p{_zpE&-O2gmt
z693lJc(tH+aB>_)dVrzNJNwp`FTu$b>C{Kwqq#?ZkI4(JzQLu}+q9xI785f*RxiRN
z8D(~y^W9nB%(Uu;00i-S1khmp8)UjIeOXf6t`4W77oz7rQ^@`jOmS6j4Gi8W!Ik+i
zAZ)hzpk%jVGBQ<=TGvqQD90=F)E1`==i;mwc94=-MAMbMe^)7pW`o_V;(5&(l!2$D
z_e-Az@VjE(&l~@Gxi{HZg{Q_*e3!t2bz6A1&=<HeV21vu*ZQ&f$xbFH(JSutpK|wO
zJ&!2@W>0<~_Og-yLp+PSBOx&>DmGaFYFL!ov_`sP!J=fU%YsT%%pMk;DoovmJ~T_^
z<YN&}B=h#8pUWhKZqi%jfw<_Bq_?1@qIs>zgwb#A@XVB8Che-ae3m5kM*MH6tCl6Y
z&1*XfQ6<w_0Z0N|>IGyy%)bT&(Z0M&9*&(R7J|{&x`J8LFO<?p0PFu61P@|X;Oe6L
zE0=j35x0G&2yj+5vsJ(f=u`6LvRHiELw2gNY+EuwC^?7M^Xt7#>4#KErF*Qb5J~=R
z=4~wx<d*64frsjgoy-|nBd7DRSLP4!gXNK*@>dPwshr8A966JzWO=-5RP5JTG#v+-
zk%nIj|3k}l?6-k^l_(ZYozJ<|JF2$i4kW~xa*!ew#xIFbS`Lw&;Zfyq1Fc~3)S_oS
z!CeCQ%j4V|#Ck)!QAXGD)DoJj<muy9);qgN8}+yW1utZjG4kqSp!9bOBz}uY$K%cU
zr<XE!6T2>kV9e`x6}F%a+#T5|pmzL{cu_*m?{osz&QMmE?N&g1-sI8{D~z<a-2#$D
zMA3BBj535y652=BBu2<t=S5CoPSb<Kr;d_j>OkO+QJ|}6nQ79Xl)Sn{ExC|ke~@wD
z!~)L#Rlt3C;D2#Zk2@1A;1h++C@LizH2(U9jPv%5wq{_u+ENFDk$tm<J3JD$99YgY
zq%akY>wOK%^I{~PU;)aEk8_eR%@nb*uThnASn?EZeTT>oAuHgOJG;Z+3s(cO`MlEn
z+10Zof6LpOVADjI2(l>cG|s6b?Y{_{Eh3d<qA@s-rJ@xL7^{UXx3HJgNfwNqPAZTX
zjMF6Hf)OR;P6(KrP^!80cHPm(La^03`0?HWA<E%?;*?v7&$p5n#liTX`qlzp-2mU&
zHV8VGlgIU{Ts$Atmkm7vv1uiaq&<F+wTze*AK1lf2O|VJUr0-dh3g=C=<AHis*$;U
zT+aV?c6_Ap^izU>m&YtY;+<GhSI`?cn?Stf^wPv>$eHrow>Yw?^zQK6;%Siy#3J}5
z2S!<8(1CQnt?<oorZVPMgo->+WF66BG8KE6c{Ikz$MS`20_<Q<$KuL-Hmwqf6Cw=X
zsha81!&}7gJJI3SXBo9k&8EnqiG^zQgV8gb@T(%^jWm|Zc;V1Ysw<RPF60p7Ttf|o
zb}$$b{OLYAmFs^XH(ByBRUs4;`_1)zkR9A78=)j_q!C>9(UaO%@(pFRqy?7+3JxA#
zuFGPdSmTVZqaKn(PEr;^7#;QMyUAZd_wRKaKs}Hg)Vp18*9%8&AGSMW{olXacThZn
zLVs~5`dI&koiKT1f4)n=vuzOODJ-&5(4>m<NJ2E3d%KP`mouhRbeXh<fyZRlgF9dm
zkF-~f0E12yA{00QYoD{8qy`r2WP%^T;O1)ML77`1&o+AgQk8foK&yX9Ro%N>i~NqT
z!U9us(A*->h7vD-5r<JQ0K<Xmu<jnxnf27?bxwa4c93n!jSV(ZP5)fTTF%=S!t^H9
z_*)*WtNZD!&zcIZ5OG)Xs8}%ET9F-Med$;o)lWZk@6#cv7duJ&aaZxg7I+Fh56966
zM$B7b%qJ)2mDZlm6~&fC;zRC{MEkH}9Se`66v*@XWC6;~q-v{?UXQGs@wY@pnJ(v}
z0HEI}rsn-m0RXQ%r1I{ewgU8HJf8HUvS&?hsa-E=&9d0v#Lx#GQ=x>tVuLl|N*K_{
zUDMxh&zGPUf=#lqg;c(ll@Z&m)~MtE&{Gvh&gKt^R+4~EXs+Cp(ArP3csV9*Orxx6
zgYKtd8j%`N9S#3Gea)sA2a(5en#wH_&Rdi9Wn{+~sJ1oWC9AvAk}+(#A7{%9hHDH(
zlV~$%4yjf0ekR3u;4epwhS(RTKpiPq3&tH*co7Trkbx2N47uW}i0K+St}p3@X$19G
zReU>@=?%0tR{U4;n#u^b@8C8SMf%<+O#bktnpa@AO8|D%?-QEiN)|P<;G$j<S2`nN
z++@YLi9A+g@VeQ$uHyUU34vKgqWckb;R+gIKKoPle8)^7k(rK}Od@DcT)i*kOBD2`
z<;Aa$U1XWG!*Xr+ORYCyRAVR>^z{x&bZcThp~k}Vj8)}PW;hNxFX$qwiw^zgBoW--
zUdrethh}3(v8Hs9z{7FI)xi~#D?9n@(^axjz=jx}I>yo?YbN$i@a+o@Z-yW9PIbZb
z26WfUF8YawW`D?$RxCiFK7X@|hF9#i>Er9^H=I4hJj`ECM-DI8x6a&C9Ub1L2tQA@
z<WGPU#eJ+LQlQ>{i$1g{zNDZHYhWrzL~6Am8Ap{sCm%6JD2Suu4+=PbS*Ls<GT}kO
zqWt{f@dGT{W7!{1c-rLlpR(~k#|aI}2aT7x!6DKixk6vO_vQe{BuFsiGIP7RbmQmq
z%)K}|QQw*OWpl6RQ;mi~BSIBl;JlonWJVhaeF4RcPKl(-4o^r<GbPAJV0IG_ARpE!
z<(u$Dtlnfsu|vY1f!bENHx;TUN%q%p01cXmtx@pu)Zr<3d`|y;Zj>_J`<6^DglQ?F
zG;~8Lo9nkp%1i-cHwc?!dTQV;Kd4}G8iRaJ)IRyEh)(*|GO%MF|4dwt%vHo@Icv?a
z*0<0AxLx0K9J*ltT)Xr+s)LEQMG@ReE-t(8qUS<4sB{X<;r><mm$X}Zlk1669sAGf
zKNkhivP2=bOd-V9kJT)e*vTsWEWFP@m!k|HGKQ(dK5|YeY_(Pzm{M^lpmIhR>SV@)
zQ@@s0-~dx_LyuE82}ssIvg_0i&^8!klZ7gsmC(tf@Vpv(xs$Ub4<~ISzO2B)$!P4C
zL{DG^H>9R@A#2b_EkdehV~gkr?dAYGi|-CSG;{gu_uB!%B<Su5eT>H}A+2~bhNi{*
zeA(_5T`<Tsuhz3rSHjpDHy9mrwz~_EdrY{9B!#}R(4fUWU*X@0Bm<$KIu#4Yl0j#G
zs*L&1+WG%qUHk1xYC#-CjZ!Z}*G+htC&dbe?l=lGArX}d^DFJB-U=hTIWF*9;!kjV
zQGD4@1fxhO(Hmf@f+iWMizbC=sot!4DRMGM7tj>-GOFYol|e%fF#&`{oB9NjR1;!l
z{^Vf{{nu9(9O%<!RA|cAW7(vU4<I@OU^%R!iN;+7s(*17R_4@Q`K)${6tnil?ve6s
zL0TbZyZr=RHM5J1aQ&hk(d43(uLE|JAFOZPTJ|-OkdX#&i=7_gtJb5Fx6~F4l*dOn
z3-Vmz<&G|PgFUV4tbH+?i%c+^F%wR&AM4DIqy3+q1YCWT)NsW}|JrM6k(LUKgfiBp
z8X$ZM5Q0PR;1~XKK?BmHT34D**M1)niY==dtl{k>j4oor@7anB5>QfnHbi-RN_t%x
zDt;_kT<GW7oR_%M9*pvOK2BK_oHL&V3r2{WCEvjSD<aRr;%7yhDSspFNlYrt@`bEW
zd{+(19k!|FlnT72a+~(s)+i#;Pw>g{nN&&A`+1SK8<-oi{GMe(U<Thgxb39{V<6=6
zMFzZ%r+Y^uS=8}vzf+ENtivo;e<?=5Op+Z!(kIufC45o4FOK~)RCIwCF1|gjN<opM
zO4FFii9UMhw^UDSDkDj$z{8~QpB3VRh?@7G$%0%PM?XT%qQ~$DnIyhC_t&<b7mYv@
zqX}HIppU<1kDNk*ZwTlVK@WR+3I3$iuR}zml#9RTOK!(8`?oKkl2n2<P-Pu~N$-?)
zT&S_=!kQgC93*&j1WrZ9*N8J&u>X0_La;Qil+RA=0UbGMzAzOOY#e>dvuAoS)wh8P
zA^OjM#|rYlgV>D)&-Q<jJx%HMmyLbV$!AWYkN_hn>-<7J?F1Pmh<F#yU%~)0nZpas
zM=_^tR@hoDIZ0|E+w`Re_{;G>U-+m2K<X?0*UKKHll#{)un_?>&LBHZo0BBt0?y7(
zLvF%`SYS*D%Qll%lg|c$pqeO1KIe|=2|<zYyH=-kDp_KgiDY{R6yngc8%X%=c5o+S
zk@aX-C2TqM`j-g|RlhZU!;{Ce`C}cXPacww=H}BFj6!eXSBz!Ivi(v;qG{)R<U=HP
z$`nJ6=de@+v*T*>j4f~%zAs_FCni$WTdHLt3_C<<qTAYb@>D()1`~udJGbpI!*joB
zBg~3Y#cPLFD2|#ZQU?+gL`PD>C_3WJL$u&po!C9&p6KD`nUdx?W|uZ@N$csKsE^c*
z1d41?*=hxMkNqS6;goqr0@B@jYKt=oA9N*v+I`q)Jq(Jd&`JuG9B#1L5T!JDELIO4
z%`I@IsqwU&abE-_)3%uAJ(Fq~RLCB$g^*$S#;G$J*z7|%jg4a-CE}vnJvvsgoJClr
zcfw7EkoMLDNr4lgs6t2a3n`&q^{Eb`9)hUO9;MS)yXZ_6rOH;_bfJTqw&96u14Nq{
zNZR>J`4UVAG41OeGp|pQ-lmmoD5R8dP)B8+vIKEjT~P}A`^d3ZIWFd`fYjh{NeSDj
z&JpoGSDWeSp!3-?Je?I?Ltr=@+0R0fftutF=F|4*@6Dp@09lpVv*`FKQ%1%2FNUsD
zTvT|%^s{x;o6i?QgQWRM$+!rvYel)Yar2z2hcX7BW`8^0#)=PtG^y3TVs=ILkQSCp
z$b}Q=6Qm^|3}_f8_7HPPhSPVTXke-CDu&8qbB57zJvWV@=Q`><6jCOGg=Qn<ifhCa
z!g?R|(ZHk$j$bD4Se%3H4duEzT&U~hUJc+-K~W{#n~S}iota^?7l9|w)g;Qx%g20v
zMZ|Lc$H)9}Z^sp6nzH+^V^IoFo3q;ev(KYJ$tLN5m`)0=QV6Q3%coPnlEhhVf3b4}
z!A+leTE8&hQ>&yVUrgXgZ~Jizc`H$U>JT~DJ(gnlWigh4X%d{gjCDAMUT6%bUl0cB
zC{Bw^X<>k9WD#?YmZ~61;MGNbV7)Ki?`YbV3cLO$ys6qo;x@kpK$@?|{zQ6R^-*aq
zJ6WYqe&1etS3Tr88+2W{{%oei`fe^Ko_4>GdxPLPRMR9d=p@&-?aPEoD&-PhiSZ#;
zEUmvIhxq@!t0*7-+O;GoTyEGkDI0KA3CEJx%<o#pzV1II;Yi@@Q_3YT73qGvn}$b8
zE1F#dDQv1$<Eb#LJ{8MV4W&diR~YSC!iY2-EdB-*`+f$lTX>%xn2f50;cfBL>fknn
zGZTh#o@HpjRC8oso+5h~=@a=qn+gGY)tiWx<fjhD%r^>dzrwri!*mvhjK-8Pd}C0H
zbiVj_K~h>7S4wct8J)6#rOT<GYwA~MQYHSEy)0mM6~cM()Uro*iu3Qbt%oB_=AcMX
z{;6^uK_w2h|6msV9Bm2GI9w@T@bCF-;-n#bIXqD~8yo3T&n{%?&#-uC!>Qky?SNfs
zl&HRFejKrMO$mBY6SB8IYr&QO)%W(q0SogisV_uOif3$IL1v)yRC(|ZgxBm%{!<_K
zZKhv)Mo@oX3NQUs&)q$%uO?ax`BP7n|6LSRp|#j;@l`WVr*GL0(b-R<eFlvQY0wma
z`s|zcHKg+JpKInN`9QaOKsxuIXZH8`1L&_JaAV2$k?uAsuE(pl+&n$<Dox2GXROeF
zJw>%&4M(OeCTwtirWl#?8y1J+G(+K;gA8+OSvM?$Kf$Z-pOq-UTkXR+5NIGgF~c40
z`74H>RzWDkW0{-;{FY|c+so)Pf+M?j3euUo>IsVW^V~{sL(E<J2+(TS^&%6I<HD0v
znui}aigL9uRdIAKk;CJVN~9R6JXv<-vA77@*H0&htZZExtu)s@hQO`umO%bJ<vmhp
zc^fO&_g(|eR=bZVpL^%5{BEI?re?pj_x&%Rs)<RjH3L|<*?q4pZn1LS4?bVCj}G+&
zxo$j&qfG828LrYv<$$Lu7C?{n;Meo+#}o$>veShvJ>LfWtXIAIGn7FHkBAdXdeH3l
zhWyP5;2hdwFfjOuPCBVntJ+}G^IYI^P5(FFd4@MWcP&Wy@+?9?`#M~}$+68`uoAF>
z0t&yp%qLCQ?YBeum>;W`>or4YCXIPr4j2vrqq7%}wp}|H9cz<OoE{pR=Otbj-T<)I
zlG*j@W~Vru{?ajyY|*-XlTyHI8{p2`=0k`X+G<Sz_rv=;Z^EXH5iWVYv%yFX4?~5$
zmiav|z72W6u{fB?Xq1oQlS`LiJf*COrR9U<WSr^g2xy}1rxUn8GR_4A+OJLk_tV{C
zX3su<;73%!f1nJ!_#w6~A{aMTspm9VZdGPySG3+XnsH=+vG!_(=Vq>~thGG1`_H<`
z754*&2eZ_Jz4nI!w5qP>57o~e9-F#=zWDj@$~}@PlluT7lV?MiuVuk}6#sld|5|vZ
zeUF2_)%MPh<9-jk=;g9$yjonn)x7tUqc6j20mb-}ZJvDMit+-PT<-7N!<e>WQv${A
zAciEd8IdUQ&==Hjh=WODL*o%jHFIP54X1aL(rjjXOJnbmMRM!D{M3M-PO6OTO&G$C
zU}8bm4~ChhqJj-v`D&P2^37O2O#@8>6SgQU+O~)^vtG>1G(TDzOrqS!KROYdvw7i3
z`dglgPWD5gNdz?k=ftrxuS^7!Y`qz4*lefb@!M~Wr+j=Wm*kzbUjgc;P<6G*Y`Pgh
z-7XhYqkg8obWh<m?NV*O8MpS@3(~YoKkIyT$YnU_1aLA|t$zf}5#9}|@g2b!i<$#>
z`p?@_lL9CHT+zescY&hu6qc3|O?Q3Qi;FykGM{XWDne@tu}1)v0RHU3wrSnvn|JlZ
zvbGms4$Ii*u{BB9p<dZV3@v{PSTvJK+TBCQtJHr@JIi3&`a*iXW8ToR-#QIAMg!*8
zr^$t@#muu0GNb!7pjtc*Ima~sD_U6Kj$mrpC-JXbkx6ZhWZLS*#KhL;=59{<+%$+)
zb0W8KU91$k3kXv)ErW6^Ajqdqw7Bnfkz?^d!~w3p9}$+o2(jYMhjhz69DS8C9qS17
z_RnqAwm^I3?{|h5zdHL;>gz{VKw=i`JvCuZz;iRB!#0t=OdMI8ZpK@Hlg%l#xx}9Y
z%0W3C!^5(Cfh@`>oTOa{D#C-t7~;*Mp!spclX_CwqPlqGQxsrPQWy1D)fU<eM;l6r
z)T=6Jj(WLWVo>6elLZ0iGXoLn2Zk>98%z0O(P8!7tzP^k`K`4dlD*KI+<deVNHQNs
zm-axZ=fQy~AgCHOQUX0>*-O7YZZIoFfI)o-H^Fz=ur$t1Dym4^lyXy~s3_c3jG1Du
z$i9oB(FFR)7njI;a(QYLp`~<!{TiHKI>ZA)VewV@cariue6354asfLvZS7@-ukN0J
zpzp~?yEWoDjP>BI{gUDk`{qLoBt_8m6@IaqynkGyu?2LZK&POriZ9F437;MyZGYac
zNcN@dSv9t|EZ!>KjkojPe_y>fjo`YeT*h5!)UkQ&S&2)Ce|}$FaQnk^Z4R(Ot7xtM
z4lQs6F%o$1aT!Vb`P^OqtB(7jnxZ2T%!7qBOfjaW71uGqf}Qyj-mc9o8VQ_yy^;4?
zuhe#0F#`e<?oKv)YY08>I5_yGmbK{<a~M84FFj+Ad(;zC@Jdls1|%s7YUhoF?^Zz#
zt*4_LpFNKp-q<WqzFPIVrt9syljm_V)rs?><pNqM9?G6VyF<_dmHnr<pRZy!eiJrq
zeo>;v;jVRD^>ilSvP)qy0z^svGhkto`b{Ok!*eB#(c-iWG`0dhY^5|GzpYJ+qx-6g
zsL7#aCkw9^O+<f?f0^KD3XA2B6;M$0vBok!4w*Hl3N0|KC!1KRS4b31!!AVVz&s*s
z3?VeU#wX`<R=Yr?7rMt(x)}h%tG?FG?`QrZr47<+c?KiP_FQ9qO#{;m$pZ=21nN5a
z^pl61+akA*Dsff*vf?wG@i;W&v}(`(O9_Kb#m>(0Z@8vbZF&{nLp<6k<!p)HYe-%-
zPNlbrq<A7iwDhmk^cwx}KFj6vUU9yU#~e)^pF-0<J$NUT@66DjB}fNETyWGn)9Y3_
z?a!h3wr;Fg_3cgrIR^kn$tcKa@+-?3T#C!%WN+gJsC(urPkbeU=HQduz=eI0sc{0h
zRp0LoY65fW?bl$6Lq@q9XF#)zV3HR&F%xi4IbYxFOBv7Qs44jh7~l#4>g@RA3W>m)
ztb5erxW^8>-^2a#T#)zfUpn7KG67zNw4KiVkxYF6Yp%EQ2T2?#XRgVlVVDECJ-W#s
zOTX@ixO=zA(tK7wZ%>duJ2Bxf-XITa81_m(f(r;V$$e5Dy?$^s?$55QTz(ufCX=jQ
zv|9XGJE`(hdH%`GaIa+WKa!>MRjl1ZjdOwsgI?=*eCEoBh|BYus85w=SjMSG8)BYE
zts4<c4}kvsj~fHP47Nn2Y;Tu_LA&{Qq-D!v_w*j{EKE*+@GLz0pqfZI%Ku{*2qn?2
zGxJncb={c&Ij^w&0GthhMv?Im(&IB&K-6Z!t=Xw3irN6cNmF6>AAp0s4bY48``t0%
z1IXHU1Na6081XzP`Ef7w7p<58Y!{4GxxO9HjJDrRSLpr#A2TWD2gmJMA}Vmtt9UVm
zNN8JIQ(bD~QzR+HK#hZGPP;tC7$+As$2MQXTFSmLyCF%9oCFSmS0E_-%CR193+1{X
zL*)IlqXSp(7Dp_`E}aAO$ZE~tU52(XWzl6xzo>$ou>SWkSws2Vo>MfaIG1g*+l?;+
z>&HmLOW%Aua!jI)1pCp@{N@B-Xqt>1RYhy38Fqy5AVJrYCRWV|7$Wa2iVli}O$dJ(
zr^`?dJTtMfiEMDT)b|YTtnfY=V;TJlIDl_zuJUrh_}v+2qDBe)%7Q3Z@*Lgxo2d+X
zL@u`h<np+p|4>(we69Srzu#yit;Jyn><o_J2IS6u{A(TK#KHNO(Ic(ZnFX!dQX^(|
z2!X$@AQO%h2*Ry%THcC9=r_!JkwWSUjm0e_cP=#{ls8u4b8J|umxdzOhp57Eq72gQ
zionEOQPo1pJbQ`9fEgN|PJZnnOd)h|hU=j&?fBjrZtV;<uVndZ(wGE|Ft?3D=vtUq
zCZG|AoI=QUCz7e<{!+d&UhHIw7@B7V?X@sp(8@2jOSs<)3{ef7z%QJ44&FMEo3sS_
zr$rwtX>q!7k*j)i_y0M0eOO?)@=PKWVOG*Q2*z0td_C3l%<gF7%XBdnpd3VejSD-7
zSsf22f2)Oz_*(77etkQAf4-E~Ml26#7G_OYM);=OrWU3X#VeGsd)JRB{4%xv+m9HB
zPK+wNO^uha$<(#b<+PjCTGX)nbS6l_$0bn2K{5KGl(#t1&FrBsPsuZazBOi}0d`0C
zb0tB<Tene(WGkFjC)qfNfc8mxP$qn(;K<`)MCiK43z<EyDFOrdh}=AG>+KL`|4VF3
z&J)C*e?lpU1N&%65b_|EGx-&H3gaM?x@b)Na(yP0cG1TPvn=bDm`zgZpid=zKT4#(
zlDQ9uLIvB(Kr!bjmg%_d{)+81nj=so7_8hi%t5jQ$M~4xDC*1TMSHiNGA$8RDMaS{
zfdBOQ;%#){Ar`*MM;LcB@dTP#<qAhW)*OOi1!xGc8NPF~m)13qmqPB~8!M)DrMSPh
zJ{Ip^t(_t5BR>KxB}wrT-g&uK9KJNoC7I>FPKgczhkjWAAgT~M@zbf90`n(|)%u@D
z^(cmT0b<BsEtv_-CU#m@)@eb*!tB^E@$%6<t%??fxA1~p91eMN3UUEv@Nw{6a(Sol
zmO|6tZ9>rY^Er?l^S%bsR7WJmykbG;8G$I7Yl>1d#nzt?-=lF5M*3nUV`gH`Ki;nF
zVbzyhp~s1Bo2b`l25W&56h?gNN{vTT&$>torj8pp(datU3s;aa9(z9v70h5Vx0;D`
z+8<6M)nB`k1Gh9qv8w|gi~_MJ>_n@vZl4~`Gs5HrDDRCtjC&vCNQ7Le9T(;KuH6!4
z2P3wXo{TwhAA8%Q03`0OBlE+R$K1T0G_So&c#RsyCXc4jkyF&qU89EPXkaomqo|Jz
z6M)?AG_RM6IArLXP1+MwM8=9vzzhkx*obKk5dfe^em!h;Q4Rsx#W>VASqs^L?}>v-
zZe_Fc?@XAL5aK!lQ4#mpsgh#7R3AD#Uvvo~;$Q6w!W`-npUP8LikZG6ix*9n30``=
zpozzgghvpoLgX3Ed1yXOV*V`Tg$=X0S)yjMA!T77<x%N&rbN^Pj8##!4b|6g1ghR$
zM7G25hE0M=KK7CU=Xn$gU__*Fp(Bnb(&vG-{eJY+8_oFia3znA3Dyb_9{&HYVi#ul
zBe+Wb2K`HG7Iw8Q$+jxlsgMgANNkB&V!n_`NiaZaN{t83ExkA|*{7L4Y+Cu0P8ilC
z=%zu4ID$(N-$_@f1^&1-3tl;PIq7RffWIKQaGLt`Ilb_m!Py{AV<Y*+DfU{DQQ0${
z+o^6P@ST~RuIfQrV4pT%rWU_qFL#)SL0JOctb$sK6FLra@&_!yY=eSBrNz@exJdBS
zp1O}c5eN^Q&c9g|Q0`yOJ^-nCYS$_GF`5w`Z1u91ak;7*17CEaTyl%_RM07wL_b#j
z8NT|U0Th2`oq4gxbA94d2zUtTx6kRNQsWp%^e7GIyCpGCUFXYl=raNc!gqJ&rrw2r
zqhTFbauJlYcz({Hb)W1?cBEw%C#IZG6o`|9RCJ78;SnIDld$Hie9OskMGC)Z%B4f9
zT>iN`kq&t#ovTW5IKKk_p@PWxgcXo){rAX=+W=rp=%*TcBq<33#2JJHU7j9T6r=tH
zNK*)wV$&5#WboZodbSUXQrqeTg!oac55@1y7-q~K$E>#}zob#Q8xU|5E5q##B+*sj
z_)nnBq~;K|GfT~LKKM&h^G=UVGX&U{@F)sKo9@)Hs2fN+?3fB8H$<!I>14~4OTJL+
zmqV-Lbt2MA&H#(yI_yAGfEYjzyUMUX=96S*)z6jK{#nt`wW}6uH2qUCrp9JSEeh-w
zM0zPY{ex5V9ltoeZiy7O79Oesgy96g>1%#ob!wm9S9miR7KJ4!QiEDk>7lfH%`%Q^
zUJ5LeIHbd@!qMX-X=#8EU}TNkH8423K#&O^7+6f>#ZH9UyV8+ePJu0#8GyYxW@_!h
zD^<`!E$rbhba<MY(R<OU)sNk=D6S=i7f>~2+V8vWl@Yv;3LF&byBGY&*?7U;8_(Qx
zp{$wyOmUn~g5P7<j2BS%{mbJ@s!zYSg<?zQwbnhR9`qXpv%a>|JJL`?9{tp{DaiUa
zy@{zRb;!b=0l6{L2xHVmjkSyz#M>{mX2<z43EOKCj<JjFjxW*#>twr(Le`$oE`%Ua
zyKht1wvHf)3^CnSfCB|hBlN?^X7gs0h_mbC5pvPaVTX$(S>M5Xiexz!b06c=Fdj5#
zebiCsx5<fPQ(&@pX@wOJz%Cc^{NqCSxF8)%6X;~l{ZG2}&u4(%2P>4`V32p1?Y<zm
zKA;PZEhmIiH~F^`2zU2T#q{J5DuoF1*DvWwk!-ecpn&&Yji`-K4dZ3$-0SQ^);5OZ
zu;@62L?5uJON{~Tv|}Q6weT#Jv+Y?(>^?Ecv_1ZYU_cZ;1D+c#u%VC2RqKAex$de)
ziXfwfO36~WUD8dL3i~ve{|uf7JoR6z%Y)I_A0Z`w;o>42ESpSfW?vaRC~Xp>2V)~l
zI-Mevut}*|J$X-26qfLV<n;kq(qa7D)Hq|EG$_AZeo#yMH-$3^PY>w;qYri9c#l$x
z(uB-w)RV3O6>EzkGm)x@4VpZTs!~xsoi{mvxe&edudD^C;dLkYABXxSB_t(TP8_#^
z_N>z@ba~NogRTm@6l{u-Guz}Z1<&54L^nUw#^)XWbc@PzU5i-#xw%hkMI5wos_dsY
zrsr?ib8K>V(dGK39L;8_5+KMHa!j86@cU#ICB?p(H^6OT*+V4cpa5TzjX<H4hSAr}
zH^RE>{&M(>ERLQakNG+yC2pe5n~eqOy5V1MM>#(d;1QfD3KzYF)^plcb7qq9Rs%@^
z@h#X~Z%A*SvmujJ39CT|z7OZF<eL%$k89Ie5k8g|bsvl>|2->`0=BFF#Md6?O)7E<
z8HQ7^D2|S{I9R+SW=ru?h@06aqySu&oYH0EH%_Z8?xN`~ahhBDsn-*Aa_5_1co!{J
zZB)n!Jfv_|5w^5I1bJ>(H$9Q!D07i@Wb{SNiFAH$D|<dzdwNiAQ-NDJ+X0F^46(tp
z(3AIU&Bfi(k-#MK7jz2vp8gNUKFh!(LGE?**BtB^Semu_EHX4%#Lg-fn7q!cIms7x
z#MAsJHTyZ<)TbZt<6?8Z$hN`NRqYJzG{6vaa|+*SCi*H)lbpqbBE{I6xG_`FncMdd
zAg&+1HpIfmM!SH3T(ZTjT1k9Vc>$#Zk*F~95a8Ql`W|o1G5p^*2{2MrkF(6#erx5+
z_btuFqM}aE@11z}{%Ji?q@Z;Tr{aWkP}D~?MEg?MjV|{y+7&k2viM_cRu83kOQW~<
zkm<yd7JLD?p^9<>{@odFW{yf(7OY)KZr@lU;!i_e4W;I$IKns7cd-b5D-u0hav>3F
zRR?njlq7~{zxcBdKl)qivVRJ(A$@eV{tL#GCYV6k>SfQd`tuIqp=8qt*bhhvN>JD2
z`F)cDMY@FqP8EQ06w%VeDn;2#DF`H{(<d(XiO~uffX<ZL__Z2E{Ay%X#3-d#uqKH7
zn0-XVBSf)utS%d>nF37|dF@BGUv>)2ZFC<Hd$SOSNvsV@zB0aliVj`_q9UAQh(#R#
zS_6)eQLK*td@Wv5p~Z<w+RfsEC_60ug&I3ZYI}Xdg}yf}A%MLWjv|EYFwupD0{W%w
zX9c-tgZODP5yT=A?e1Kr>H)KO1j^801@!_$xm(+1N`EVgj|Y7@vLJ@|{?IR)6F({)
zT`=jxGuRwi>~K-6q<+```>R=sG*Wjy4fe+_-@Gw{Yctl{>elXT==h!j9Wjh%e@KiR
z2op0h;26<_n@)VN{!5Fww7bN!Xn%54sFc9VlmO_{^5ssMU>i9Z5P~uD=zEhwG27!`
zhBSdixFf!6RS_uC`(sD(6%-J?bTMt>2H**=y0o-RfjyK#R+d^2;Ar`e;q>=j<*!Nk
z1*-pVrQsIM@TJgZ==2*R$U_ykm1ShSDZCtUbrOHYR3Rw!ESl$MM-Zs*p@V$)5$6Sp
z$V6aGWJR*8@u#IiJXve8uN0Ocob2c%R=XXgjA)%o_Gqd$9misUZXc{JXYFZR@|hR?
zlc3$XO*&YxzLNW&DfX#~_y{~dCLnVIjmV+W^y%a7Lsf(;Km95)r@YJhGhKG>t-Mcr
zlULO0EzW@a1LFyLP48n=Al$P?U3U|RwY>SwbN9DhUjzZ4$2yWGfzx(v_p5Xa(ZdRs
zr_XFPg7;Tc(Vt2hUkgxBl7^1ZSFdlio$t$xhX5+!Ay4EX;=x?^avP{wQL3c!Z*-b_
z+sdoXw!n7)W=?8AG6yM3X1eX9@SnJyHL#ua>Yu<JpqvpG^$M@5A0_yw&gCtbaLH-N
zvgV4xdl~V3)$x2)Lo;0-@VWC}ZQt8Uf91Y8O+LHoat}nuXnFPi1WGwp!T9z2+Fnm-
zJ97W`v>jbH({UjA^5iLQhpJ^zyPO8TVDw^Ant_h{$5M&6*Kku?$*BUf`Z28=Ri`qS
zI*gxuEDC0A$cGR&8gmlyigBv#1aa!c7d6NU0Z6apMbmdlw3BB<){DY~@Wa#r$S&Fp
zZ6O=YMtOi}0qnb5!4D^&ca=LOR2ZqukmsOwrcyyF>s?)hBHA;5De-Yq73Jy|0-QZr
zCdvn7$WESH)PO<L&j8+l$iWY|Kt&Jn+jiW=)8aa(Hy^yJ;60($ZE<?gEq=A%|Joq@
zxcts*zM5@T+dGqK>l9EwP9k2NS*)6mhCYOf0lo78jfA^3s(YoYx_sPCJGu|ryyFM&
zy8z{@cH6bH94YIEU`1pl@lUQsUU>Zg+g5FivA+iVCdNMA>m|R&*#Pg`$n&}eXE~ts
zm1>L^>b?ksq+xnrqdnyIoP6@WJ97pvJw^Nktkh)v&p@B=$(#finKZ7OiM@R(wi|e>
zl2&!oCXdOyxYniH^PJ{0TKZoV#SfQfk^Z1N#u2XD4Dy8)#|U@H54F=6Zf2u>82zt6
zglV7maAte$@zB@@f0}j&2M0P&`$Q(A!jFCDHKUU8^?<*cR_z<vL|8r$<U{F>tR2CH
zQ_WMP@%$4{(1*qcp6~X9)6WCRxSRE6KwEhbg+hjdl-YrJA)U*7<M8;kZfIP6prk*k
zy3^sE7$NDf>}xg)S#O{wboja~h{U}YH>tos58i1}j}StorsZ3PWvtw5*3kQwJSMa9
zg(=dP^6mHjI0{ZK`CrjBus}E)OD_%-;4X;B&>Q8al;(xMFfbhXC_q^HbMjO?Pa@{C
z<Fn{fa<5E9Fja;QdTwVp1P%Il&Au4H2Si1ApI-;x1C?SRU@GpFm(3_$UzCgE-Nc@C
z<9)Gr>+7Jkrp$XA`85C+B4%|kF&DVDu(I0yE9U3o3i5$s@c@fW+8uHcBE2|ST;=ls
zdikwBpDjDn0p@f2nyWW+K-6Ub$j?i_mGizB1Z4j_8F6|(q~+XS^p`Yx0(o~egdbZz
z_;2hDigi6q$Hzky$S5P8cXjrkZ2*B{<e+|eoh9?GV}!?&&1|ajWknksfLj43oi{+l
zu-97PthdYb58(ZU1_wS)@KfOcJ5r%*a|`^e@T=6T65P*rbJ>&i3udQ4o%ca<G3LMR
z)Ls5H4Wt>}ADxy6TxYgGSH?a)P_luJd*yDzpRRhqzz1NQQ(&f3rjbNh3MlK(I1lt@
z>$_RS_ttJGU*<mYa>h-@zn=x4VrwP0et*l1NU>EvUA??ce^lu^X75+Zn&f5L^{y;K
z0@mc+ER?!o<(ZN(R}yH<iT3rpIk9~K#Jr1Zy{~eP9<xEK(Qi;+N!E3KenaA*(ldVT
z59n1d!DM19j08CfRjB(Nk@q|WUdW!?i~_hY<NB7obEn-Q?L(njr=b%9xllo}a_Lt<
z&S)f)`yrF<_L$(vi=R9uvqKdZ+CaIwq=J6lan{m3A@d{tMOw#ys3M|C={F1Wine18
z=O2F3ym-R*=kH=!O54}8+0L}z^oN7kTu4Wf0rO7wpPXMfvH3lI0eP3RrKTkbc&tT+
zK;S8GlY#uxD14rr3Jr6W3XVQyCC)Q&wbA|@e>``Y`tr;>(T<9TY?G<*LFvPaw%;nc
zFI6gZ+Kpt>nT)<~3Dau+<voa$X!`1}yrD*IL$7ua1`bet-+Huv_T6vl7t#M3@9o{h
zyhx0GGCDJ}74|ai(b*429{_k%Ci=}r0Gmdgl!h^^nsXhVd63c7Uqag1IuHr8>a<9w
zQl@d9xq9pA+;9{3yKZ*n=1ATe5H;NfiRtL9Y1yN=+*YaJbagLg@>efqjg1?MCV*VC
z`ArUTNoLE21NX0@(Ohns51(lK+Wv>&DaQPh`3R6W?YuW%`{l2_A7tS`_+%i4A_EY0
z0iEb)e4%cWm*;h!c76GGeK4cfQW3)^XFvyhaG$--$Q()Ia|SYiwY4|%rBzp4XY~s|
zdQHERZ=0A>=Dse?)dGFu1wJ(g+RAXcN(97YAQf?Ezb49wof)8eK*gh9#o4J#@@8q*
z%`CA+L}I5rzz)4h21Ns<iR8)$`O!=T1z`cg9Sdxq#b^hodMH@^A(fZQHmC-VKg;Xr
z5!FGWEvws0L!B?Y(US%-jbl~k878&-qRI^|$9I?YbcU&8L9z%It?U+Ry3gJIJZuLI
z6s``aZf!PSS+!jzrS^Ndw8MY)inCbYc?kS&Kfk^AJo~7H+6Kg|73*Feivx@t1$fD0
zuQXG~)7YJdOqIjv$#U@f?JAF?#VptZp+p(!(S|wZsv59u^>XZ1wQ95cok{3+HGL@!
z=&cRQM&Y5T4ZJ{b8>6OmAW$3smIXnv`dAwu2J8qo)9Ng{gAfS>yrzI?QLe+eTbg3B
ztD@tcuj-?MiRauU%I`(KgjC+sM8H5l6ALhPUQ-N0`S6pwE&}FS3_so_A#Ewo6gTrv
zOU9oKA?GX%6X*2j?MVpBo19lsO7(0N?;W=;*mEbnnDXC%YSi+J^E}gcZD4BJ=fkrm
zPpzr<e(_P}cp2|)tR(!F*4Agv|2q5&R%Spt!`IC~dE~UrNLJ!rTP4VPf6w>OF3zo%
z^VkcBk%s;<VDT+TT<%M;FW#Sh{o}$U^td0A$o}(nY@RyLrJ&GM2%0H8^fl5I@Rei^
zh^W#X$WQ9-XzI2>BGN(@YIOW~ML7!SbszYx`wP7#XEs32J>WQ()(p7$Xh&-8Gv@I$
znBO?3U><^cdS%PP7*%!CBm@tF7FlT>UOc<?j2NJY=CQl^QJzA>`Qsh%s7VJ>$eX4F
z5T@w+s;1X7=|kXv2V_tjkIRBR(5iiQ4GLIg&aRG${V!9aF~putVC91K?MNbvrKN(?
zimGr#=;GpGc8Qm;7?~uXP*BaDnF|oWS$|JTi`@S7(9~o0>gjJhTK)b_XgtmUV+k^C
zWMa*MX-d76x7Nk;SEy$h+m;ySmt2l5ji;b24zrv~neb>aR(~qxF|0@vFVSpA!4`Eh
z`-oGwZwRW{1Ud6*S_zSo!<uY6hP&w)$3Zj`br06r&;E6J|NhgaF|$-~6K3&usztqd
z(I)I0;?uf{Cn%0YqEb;k+1x7K9;{wOsIp}!j*@Tj`*-eF*(BxDbg~+&sDx@1-SLa%
zUxh0cA_>j%?`6rAMt(!ZO*+*jn%v<CdM*i*5&fno^{)!e)06#EV|u#nX&Rx1364fu
ztmToJ@6N)%Zx1H*3YHO2(Vk%2?Q%ykAyeDST8cp8Mq?PE9v=>x_sw$8`)`grTD)Dt
z#torS2g9d3Wde_p818?2jDN0kk|>-lxnIo;-xMR0eHv+48lpI)e=4a3?Gp_)f9}-V
zU#Yn2@28cj`b<RZ^I(R@^j(!jt)@B--l6v9+NI*1mtx(B%6FH<XD$MG4Gi|Pe_g@9
z2Tp;3j1u9?*f~mYAsT*hbp9u*c;Xrps2j4ZT}9=<!nmec`IRP=!a-%K460fJs!(Hi
zv0bhH^r#*;QXZ?}`JSKlz_o}x(zE|PG?d@WOtFpbs*b<=nN88;;pw#JJ1r19Tb#$I
z8*TW*?Tav!S**)jyYF_QTG<2(!3fb&ks5xAo*U-bW3j?*6wF0SZWq(vs61GKYoKQR
zf84H()D#X(6&Y|8tMt}NT8tn>s$ge|=J<w>#M@Zkoy^FEq|)bCUn3=6G%M;3*5>_=
zH%EhDd4GKMsGQ(DH4+8>dx-scw_U(uFZsJZX_>^B<&jR0kcZ%jmmd(f7Wsdpp$t=a
zhpK2o-}k+v3I&!E_pR4qBlpGYJ=gJRe;}Nsmf}mnpMJ*w?e5F6S4F&vlsKkNVBk-6
zXE8W03;#^fV8Kmo&#@q_fJ+sLqAWlFC4y698lSBAC}&G#U*4k^q`4~TiV8df{z;0;
KiIfYy_xnFNP{`K+
literal 0
HcmV?d00001
diff --git a/log/zPythonScripteTest/err_n_plots/IterPlot__Vp_Vp__fwi_FWISO_iterate_m_allshots_5_0.png b/log/zPythonScripteTest/err_n_plots/IterPlot__Vp_Vp__fwi_FWISO_iterate_m_allshots_5_0.png
new file mode 100644
index 0000000000000000000000000000000000000000..ad2083b36e8efa5adfaf71e1def8adf39b6d2e4b
GIT binary patch
literal 35840
zcmZ^Lby!sG*R@FsGIV#Rlt>E<-9xw1jdX(n(%mgXw{(NjDK&IScXxjW^cT<jzTY2Q
zT-V{uId|-P?Y-ApLx6&uI0_Oz(xXR@P$VV5kVlW6r~^Mg5S{>6ey}EGJ$e+>DG3%*
zc1hkzaZSb?9le!TaUSUT-r7aJ^^K94;@d}4as=Frk6MS+ih3|gG1<YkeRGbWt)%vA
z4p)r0c-%N#(Gcog0%m{4&);$xTVBy_eSdMqChe?tb8CvXmTGTe?I`Ok&wAn^c+`2k
z<6dBG<+%m(+~gknT<Z+##G-o9tNatWqtb<pg1`GQ-lY1Yw}CU-=K{=HBt+8AOx)_e
zot1_LrIWaxeK!>&dbGf>2c7)U73G9~%*<%5!1*{oa-o#|Bx;?iS?cSuK~u1lMX*sU
zs`?7}dE?>TR#tZ5kMQ`>BOm-1KEP*%QQ(AuU+Hj9$sRrWsDRNw75Nkz%I&e{^B6&3
zaxl~7ryn$Ph2eyZ+ibc8n?xV#5SNhGj{g>n@aPdK>>cT|M~~3VU!ei3hro&Z-_MnW
z#T82qYvK?6*vxy>Mf$Upz#-{IqIT1~_aqQ+!}Tp@>f{?F4W2Rq#&x^L<o`W}FQ3pJ
zJ$jq_^X-4XqHK+`rz-@Vlcq+Fc}#zSnCk4AXlpEyoxPBe0h7QrH`V0+^AjP94a*P)
zl+8UWxgRA=_w)Hbp9RrRa4@kb=O{{yn$*mIwR1YQs{cfeHA}1Sj%5}ad3MGh+$u_h
zVNNFUj*zgCksZF)T*Qmb@cA{{|DNVQmoJJxsPY|cN~RbG7gT|wRs*^73%530be3Nb
zCi|PW@bR`~rP41mv@44u@2V;-r#%R91o+6v|G#Va_u<s;`9tpz7Bb<64Tm-Ylb&{R
za+ET)c4*?)W>2+Am(9l_%dVg=&%HWrV`M;)*c|$S9xR<P+ST8UrrxOEYbMR@*tq>e
zyW!(U|NmoQ|L)x+MsEe7fW@XzM+-wu3r}ad|7FD9V>JnbWj9fAlqVR|iyBTE7)jvg
zK`bLxF+9ePQC&xVX9j6!lU%&e^O>JpPHk0-|NSMF7-y+6iYhoRGt`oBvQ=UN{e@DW
z>J!jIaQ&Z~@%R12DjBs3Xtgo}bfZbd>D2<1=J<{YgKzB&*oI0e+rb!7gE0Mk#W@sd
zBv};-t|aur&vI`0umFFf#IQn|z3SK7J!7#I_GWt!5}fFvutEQ!?}Nxq(Q|l;E>(OK
z*6&Jut6uyg$S{_1Hi1)M7<b3Vdl!0l#sP{!*}hn(VE15I+a$SLxoIy5Soc#)^&IkD
zVjpWxeptJfUc4wVOzc&Rp~Rm4UbVub>Tua4XGUF!5V%x*dAnS$$MDYX$^C&sU=bC)
zFp<Gey}YYkn+NV&({mYc)FH=ro;o1nt?E@@vlC?yz+ZvTcB&|6KwRi{xF}S$FOq}H
zk)oG}rG}8xyUHjUD52X~nP??E*2H>6`4o<XL*T~e5xta(<UZMDPjGzMi1L;Kkz&JB
z^N~wAT!Xb3R_LBWc*LggazZM!pU`)|#kL5bxzjSzTAthgM#1kv)dokkS*s-Pbz1uz
zeB41ma(ljM9~gKzqUpxA(QrHrWx;m*)!pPi8AuAm<VOX2m}28s)EyBpXXQ!Bz$NMI
zs{I<%e5pMN=wwe#)9d<U-x<r*Jp_FGZodm-A+KFa)eE<tR_2fduch$5j`HjwyN3kQ
zZJ9TX4LbG0<d+Vk9V!J}ZZ<VWy~Uz?CFIc0pBqY2SlP60df8k&fz#C@CnPkNphs{~
zk~2>QT}$=etHWD!w>)nNLMG~@f=XieRa>YHo)^dqTzG7BS_G{79DeG2v6VzW)7-qe
zGfC3SZla+w`patij1r@}SZDfdd(>z<K3$L7QQgdJO~yLLr0}`@-tjkH(+kGZ?^O1+
zObHo1BAKBSi(~s)W4lTMW8+slsb%_#&>j==#a*(Nb~a3vs$Z3^zCIZ;;xs-p9gele
z;uN{8p!Zh_>zIZe?^b7wE37EUy!R=bx{&ZdZWXZt<VQ}XlL}1|e914+9ciRjkh!>F
zF}R8>TE^?Sq7DMzX}*Mon#I<hmNVh#dccFQaBv#-XJmb!yLM2AE+yOFT1{8)kwN`#
zy>@<QxO3f}E{Ge?-c_slujexi)Sb5+bY~uQW!MN@cM%-a=(d_ppGJ3QG~LaXIPPi>
zI}9{hTGr*%b)#bdAc~7Sc;_DtTlw*6ifdkbGpoDdf<Y<ccQ~2n1Z~$u<JylEwc87u
zmkm>|kes&0-cJk)h<qiStdzb|4p@3KAW;3A7iYfI!OTedbsM}32aq&B`mfK}%jsSY
zX_C9`UYs>F;LLw3<Sv=4rd~V=NSoas48+<B$jzm_<DKW(36^YiKii#BSU4J}ZaUmt
zq`5n>*3t18NPVhyx6D!v+`*7TJOT}oga_ZJB7gsm6en#z)OK)%<wadjPyQ-{&2*Lf
zPxmx*#d;@S3^^8??A1P+`HS_X0sq_vj~~scH4F7|vgUk9=!(r=S!%krV^Lvx-p7iK
z0kp*Ob9U1PTVqxhlVh2WA95TRIHbqhCEg$efwRv)jaGeeaCkyRz$PiK`j68TlqZ^-
zWBogViLY}6wTJqy^~}t2u68dLzNdQztpEO5mt=jBvt__Gf%A~%JbuFRGL*a^B~4YC
z#d0o=L@l;6IH<MV$?T57wx#@T4oxSkLHev;#PYtsy7RWV+JglV7O2`JAMLX3@!KHc
zB~ox`5K{TVL6*K{n^%x4_r`T|K*7o-V{~X|_|MzFQX`heW_IZ&NpPG+_>(U>NYYMQ
zOlp%81kvRWsr#tCD}#_rg+mtob?Bwz2bC!nq9(&s<T=&URVML2VNH{HBn+!C(6}`O
z=k}H@yo!r?R!a;{7ua<}Nt7299|MiYSwKSY1KhqpQ@X(^@_%#Ge*2#4Q-p{~9EH0x
z0V~w<U@_41%6u;I<{-f&cu>{dW+6wbdY2r!KofnkrDm?Z9V2+|X70ic(VW`gofp_C
z@pkw1Cr;zOD$wJ8ow9rN>;dpu%swQzHkrNLWiet~OY9ewu6O41^r$^U^;o)A${0cb
zF=^di%r(L{avlH4bb5y|N?{wrwLbo_UKOeZ>Unde&U4pTU|6kvK%D>1a+KfH;mvlo
z*?95q34=>e#8Qp4fcjEny3IopIgd2uU~@gph23d(_XV*qOHmV%CwiRbDzA_6^*8J1
z8g>1qP`b06EMu6h68LdnUA%q2xjdAIyBnj1-MQ3LQM^?*(0on|nylh<JTzsI-kRaw
zdEtw)IGj@N!$FB`+RnBy@F=Ow+ZE52qKck7!pjWO5t*Ytt@z2+d9OOm^1AeU_`EeZ
zaxuc8L2l=3ct_X8oexh5b8=soA`ZFC6jZS())c()Re6MxskmlAz)4ts!GB4=0A7#|
z>)E1u{iZ%s{{;n6Of)s9)|;au@SB*xKzD<p#@Cr4O)sV1c2cj3S2CN6?L_?(;Fe)S
zw^~ZP*Yi4|uXNb6<zBo<h;tya1?LQ9zzyhqw>wLHy4QD+d0_E5XiiT@r84S1w1+eN
zXe<V!@ys+Q{7@Ajx7#L<A5PwzwbY|_X%Hi;QmgnLw~O<x3~#;#!n1lpws*bs5Aps%
zj+i~O!d;wP^H6A|BV;tMC588_k=L0U6cg)&&+g{mDOz;xAW~<c=ShnN17)QQTWvjk
zC@|mTX`@9aVtTxPpTD1_HYZOR33m7u%{u4%ZI9`iqbMhXlhcu|S82LR>;;Q-$$ZnF
zjcElSjRKT}8sc5Nm7N;&IyT1b{d5(-O;aVz{l;66x4B6`2rS}vx--FQl^*i)VgCmQ
zD=n^+I#4N~z}Wgzsy({lEnZtq35Do#9RIrUc3=7N`2A8=hFj;H_w7*;>~8+Hq$GRN
zDDAvVogFVfVqbX#H($epEVe+ZIdfOqTqz^a+(EB__p0gj<foXn?WZAvV;UaRuLoAI
zC^f%rN-RNs(Mv0*WMa0k(nV9qfyD7^>3W7ul_{CAH@u@lq4+Un5NQL?oLEzzY-j+z
zW>mMAPAOXKo?1@}-#Qjm(L1l~E%0mfW#f&nDwA1rr?r}$etMd(Eu(!!(z7$=YWF3x
zYq9-&iRj+<WLwxz#20saZOZrB58xgBN|yIupIn<~;Ew)y+hE_BUEd^|<TT@U)u%Tv
zz=Wm$T2x2p8mHOA5C{UW0|1Ae0It?C9Kt_TKyGq82f4cZ^=Ly^dnJiCzi7a)9QiYc
zwVkO-22v>Z9`n_P<4X>M1l2}^y|CgYu9)w60G`JtF_#tgH5X+*zi$*C@y8m;rtl>C
z6L!jW8zv6?ELfSoI~hG(f=3%_@hxCJFVVX@Dy^=zo}R5~$?oSRcG<7A@!G2HjV+;o
zsx!K6_2ZoF^rr0_y)?{)2O1bk6YrbMX8wKi9zAM7!P66Vc^PNK(uQ>#Z_jRd<7=yx
z9+a!o(HZ;sptG4X{Q=^XddIEbbrn`uyBz}NDLj=|vn4FNrxRXyGtVd<x*HD39Jw92
zt4$nxM<8#o&>cj}1`MT(9L(R^oj9{3!G6ou)taw~lX#yV(4=t&e;zVj{(L0wdOfsd
z2V|3nb?UbVMmg(t)Xt<WL8<S(SH|9CdrN22bTX7&+nb;7WHsO9=U?YUw=rA4)lKvA
zW;3tTVQY-_>8xxT>}`DZaQ8N&6ysPlzG5CzW~L-IE~vH295>#?y<0oWL4~?JMCmcZ
zd!8Tax+r>v5C_KeO^K{R80!TCwXb<JqO5N-l*%D<C>NR%gfN=R!RW|n<kxj$(5FYQ
zmt4s~6Ri0&c{|SELW!N6q2D8PCYZ7-hTekW5FG=z5bWrh6apQTaS6fi_SgT6s4dE6
znH2Y3gzjbIZnS|8zcx5Cy1dwFUBP3nmd3qXKVEv@6cfP0|Iu*$t;>tD@hdY+u#@_$
zYGuCo)Z#?#fSH&LY<*K+s(B-reMv@_kIZKUVJs__Vq5!@j*`o4l4r3FCk6H!_ZntG
zroJ(&=9}p&&Qa!R%5zg%PWv-hXMRa6{cJ#IG1SfB^0;8hG?S$NtR*N>?6k#?qhqkm
z53K`7w``m3#vh)SW8ARRSX=nD1S|mE){#)IE`~ImLOSl>jg0$!*}yhHHA1b;W+iNK
z)`IbWwYJpk_C8{^DPrbkup~)6syvEH^;MaT-gd`KnPXbcaCB-nLu$iJcKV?FtJc5(
zE7m$OJjcuq!)D6uUzv=93sj)h9^)e;O(>$X5e7|+a>yZidj6<}8l9{|v1NzR{!<#?
zXb;fFRTiFTIx#bLD6D?-#b~gGQ<h$09h$9SKhLnGzi=aNe(6a^4HLQO1(hVcGaU(M
zzGXNuOH;*qQMF*cdO00PJ{Dz@+o^BRM*D;Lk*hNfOP&i*V5zEE78lQrH0y1I{}jJH
zYtM1s>KMt%nW(ZlgB@90nJc=w4mr<VrZCP|xON_~FlyI)7>zBeM<p)YnyU1i{6U-(
z#*+5o60!dnMIR4XEHec)oaWmOKWygfigZID&9?_J=(<`Rq&RytTa2HUNwRHRuR6;&
z9v@zzPyro|UX%U}LkZJGT3V`iN9IDAWP4)&hST;?=iKG=(~|ZjJu#4q3U5KaQxmWA
zg#o+CyxoZC%~gy!fj-a{JPL>N_TI1bMHXbDqf5SRrK3r4aNxk#D9c<Na29NKJIS8E
z-tFe~zVn=1{^@6O|I+8rUE}1EK1`{F?ZEO3cTBX1-3-S7M7cfV0v2eS^~1ZDV}|{S
z{a_BSnS<)t;Wr1OQ7_4eJ-3V8_uK>gfgEzx@jM5WXgKE^sm<tSNN;SB`*A531O4lp
z^-cFXxB1aVH^&GoR&gNv|6my9Jr%fZvn0Pf*@=@8a91`v3)SI?lSzDY{nA;7I7Dof
zMg8KZpM`o<zX~sj*D?xu-OX6g-PPjA)$xWd1mbdSdvoWqwn7tzhaN_Ad!A#m5(oh;
zd@Iv+!k}%;pS$`kQtrP#Y=*ISJEEd@(^EQI=SWLON64)|2!t%(d3D<HmRg<tTGRae
zNw8DK!-?DP>4_nTl+5vN9*&@Z<78$bm?&@Xc$@#k;;@@0jW<;3_4m$+D8I52=9Jf;
z{9~E)_WbEKVQ<w{J19h%Uh=aQR8@HaWqh3XoyFmFlV|<>aW8U!=|YRVTCp|@!vkOQ
zJEpGgd|mO2Jc%B2^X6FPQ;^j}O-f9Oj+Q8x-`zY_@^p7L#^2mxi_2zivZeue;8Mp9
zSo!t$oH*V7r0UQ9O<t=3vMRV94tq;sTk_!Y`3taDQU<qh2%r3_jgizVtrx>(ZP5pu
z`jWjuj*k}u$|)**#S+pOJTBrh%)sW?<QoNh@uA8Y>+G>zp4Jd_F&AIcXcnKzC{2B>
z%wMrPkPxlBH)VwZOl)U7#of)yq$tuO?LoGty+%;65L&ac?Zi;V?(M-1_Yh*SE|O&I
zB_<UcErXVg6#(kTy(;VUF+h$xJu2U3>zpZ}Jw5c3%RmE?b!(;unW$;7vx-@&X>Wfn
zPB_#(kp-;8m{onidTxdrr;=4yxB!Xg^<;<a=plo@5pY~8q7&pBlr%JqrpL~0JIhPt
z2wA(Tc7UG$dTsIoD4L9{-NqeBT=qH1@n8M+4<!mD;F9FW*_khK0LoUNfBI%;rQ&!p
zhe{Oq6?KFCVmnF>kGIfv<te<m(%pC8S5wt2<j^nhzM{Mj4a)8L_EAw<@zi(EtJJf(
ztK-(J81V6z-e!Sscc4Pe`KH-s+n;pu0-S4ivnP9%7S+kN9sa|+M1ofyTOuz9G=ZjU
zx~k-M0dveyw%wRqv&v&Oc#GJSwy=1PcWu_leon^;IKu43{3SZ|ET6j!4};z|=<pth
znNb`bLPHq19w@*^f{bq7qa=5GlV8IO<cZyeoI5NmbZ;`cV@2ipxYstk2iz~`kMMhd
z1iT+a(Cj!IAYOWj!U962-*N@067gVM<#3XM+zAfvpFN#v@i$XjB#e5cw<Is`D!#w%
z#^^kn&*L~^YGVTy_xeNM_a@-9yWG|qC`H*Ht(MeW2MVg}O)yxfs;YV(51EvCto`yl
z!YM4wTL@z)C^$nKg3)D=c>Jb`qDI{tuFb5e`PSg^TSYDP<cD6##!Ri@Qpe`io;SA=
z!6FNJ^i+7Vp)Cx778C1hT!Q(uKKYaPx+_S2-?8VJO{qsG8zsSn2=@BAEDWz}%Ous9
z^0_!bVDkLhI3^ee>RG8lAZ2XMIP!3pETL!d;1F)i3axnY<Ckkiag6oUD?vj-{Xrbr
zE58h>KWSCHqOu+%dY(Wq^QeB9UouwH!q4#Ydyy+tf+?<(J3na#Z^w}g08FpCE4>@<
znl?m5_3CDd)N60WNA?QxiuUG9j)69o=Q4Lrr!KlstJ!m|0V_=4bSz4~|KfNA#k*na
z@Uz&$EJoP;{!pid_zRY(_cH)9Fi>;aK;V7Q)ts8(zM4Q0CXnyk%eDMU01jB&CoPC8
zPxtP6M*&vBf}Tt8rf=r!p$nhw4a&<=*jN~e^Nb+z?Z(DZFVLWCs>chSug}dlS`Gsj
z&FY<=-yZ@!*gi9MP%t5DZk}Jlk{qw~`k+AQ(l0jyGclg92Zk1IeKO;yy4evQ#D8}E
z`D=@st`0<}v05p|iA(#g-!vM2(ld11ssA_+d_04Ue709|(o~!-a*3uW+MeCv+b`H`
z=fIYL`OsdtK(niwva9CIF0=YD#8Jti`Aqfr$t8jsr`(_rT-`C!Lqm@hn1O$8Rn=|z
zKoy!IU+P4e(fC+VeMJnx`fLF*XlK$s96vyGYs>Hnlx4EI`K!N_6vymCGw}l>Drb(*
zt7Rb8OL<b+_mn6wpv!SKF_8rZH(hWxNCuDR8Fea}$8}w$wnqg`sXt9~|7o?B?5%ZV
zuyBbo9gu6#sZUPN*eBmD?z|0Kcfg;hUn2#Xl?yDKAOcJuvziWr9m8s}``)GS=w!J`
zTwtKA#ke(|mvBOrF})F3QPJxPc)WN_Ufj%h$y$>I%J!uFyS=$DKwGQCOD<LGvNus{
zvwMxTmd0C^r`j7=LIeHzrCFiJfn}%0dbTP|@WKP=T$9Yp%umF4mY;TZDS}NST5r2J
zZ)>mRf7hrkHD?mM_hz2l4s)c?r@BZZGVxZdFFr`K8YQ^%Cp?kg1!>)spX*W5-yXsQ
zHON}-wsQ|@#-Y<WJ!whH-re9M?^ps8Z@ajuXyrTfZTZt)$D-9cLN5LD4B9JcNZ~=6
zNQA?kc3H6Zs)bN0kt!5;a_zRfvrwL2x9xdaoOJMA0JRm|OF<UPv~oRyowSlvLOFMr
zzTBU{z8~$?%C2|od98So16`toNVorj5%~D0UrgSRTqN5aBW)J}+j0==wuMPBB~<+G
zV(j*YuiPzg+{E)cFx%-W8rgI5h=rPwPztC?YQnT~Cs25M)tOU(Qr<*1mrFcwQlC1i
zH1GD%)>7Q<yu2)BS5}j3JQ<1CSp4{2AMN-CsbXO+-~2vgCqSZ+dy}r$JUm-}c6V7V
zPlevleR(o{>oI@~c35zh>m9gT<S&rUmffCfTmmA?x_0LvamsDXaPrX6`+TV!>;T{!
z+>7&;_EmuC4Fqqa5ER$|_guPp(dcMtd2ikQa?q*1K7Xt!2zlsy`4j<m<m*<mBp4u1
z-(7N^F>6<t-`yt8x}!EUyPN>nTyvF*bI<Di;wf{k{z?rLKh?8#wv5=GCckKKWUst!
z8fqN?NK2f$1Xxpn^ZmlRrsHBDdHB5$I0VWHg2W07wGT%n%#4g(NxU`}zBuy-Jq1DI
zHWOaI-|h@&#W>F&wY)5Da0mLpr|_reb4F44iN~9hE1l!XBH)t7+n+Ilb?!i>s(0QC
z>x=>z9=C%m-x20U`;Flqpi5i9GBK;})qHjK>-Y@L`$@RNN>WY_T0!@d2(({0jP;+H
zV)2#+dZHFroaYdi+&iBvZ5;^^e_XFipTpx`Y}b+vm^#Xw$YP6mhU4tY`rE|jGAQF+
zkms+NM?TyiEe>!tCmBxJmi#>QbfePAWf>Em_^L<<I)03!W^4_}p^mj<a^VS?9O7yc
zkYDt?uxt=uVQmteE0m5+Rkuft()*yGqTA-<pup&JgXvPcf3y7Pz5mTo>sDa!R{!g>
znRGs=$5MY*bK_DTT)`GxU=VU~f`H@UWCkjhM=h7Y<$3x1>_N$Zz&t&Uz;4Bom)njj
zQ2L=MF3qO_=XZSmTtQ`2ZgM%9E~6w>AnSX07=rwr`yBsSlRCp^3G&T}(peVo+nuP+
z7ZG}(T3iHfT!a{TTm-F|XHV0gz_qM$6T%6TPt^hqD+^O1|5{XjKQHPSEXHY%V>2^@
zrODLeY?p{&6mlv?9&vr<z1qxwwFHbsQ%h^U#KufRBg{63Nbq#I<4aU~VxQYltD2rp
zgIDV*5$~zvwz|hQ>&>qO9!=hXIQ^|L9hT-g!`+4zt?KQm`n`9Ol8Pm|IzXARolIu{
znNlXgMR@){#s<1t6X)WH)1>8^xglu$)$S8U7~YYRd>a;zH}ZBk(M9TU&td(cy@avu
z3b$SR?{seG3-kt=Li{ivO`%ZcLxGPdA#Adx*E<HX!M9nuukd378Ovh3c6*bfe0cL#
zoqR5O%y-pfnw1hU0$;u&-j*z9P1N+TZgwo&cEdYW#~}HlD)w$G#(5M`M9iAV&+6C0
zw-2~`KOVgVnmIH##weXPrrZi44@%p8H%Iydj8<$&w5<<hwRCE6P&zexQ8s##1*fE7
z8zl2wA<k7r!xC&xvaDJ2_AN(5<m29N+h|A}FP$m#5vb5(pu{6pxG}lQWEusEB<Vx8
z`zK;Bv#?A){x)I8AjFI|DVZKR6zvPL!}-7?n98(ELeqN)PQPX_baBRT@`O^JovB=9
znO$+AgHAf$9M;)Ug`S>9(bpa!{8s=C1thi4L0E{c;CN&-(0@i<<Kq?j3g=!&0rXKQ
zSe4q4TLV|2v1?BGaq6!)>56y7cCpIP#NB2Ne8pPbRS0bZ$EbDJagi8dDVOB}j0)h4
zJ`XLydKF)(4o1^jl&+v+Cd%7>$Z9MCWxyw)odsf7^~!PUw#K5`Yu{NGk{&0E9q}Fh
zj&nL+r{pFsu6aRv7QeDYC`~d_Rk6X{5^SjnhyD4l{znKfIL~m+N?x*|II#kpzQULL
zKYW%>N~L&#^tXc+1f{e3)zbvmv9QF(n0Kg&8%~a938+b-qn=SltA?|UFp5hNj-pSZ
zRK4`vhR|_FbI(|fmO&Du#FiPPWYX6}N@#}&r5sbT`x?Q91@*9)wJ?i)meFHroov2i
z{8q?PH|e{em|svfUXJ-4-P78_)}+idYXO2qnSRaTFc)=<+NVbPb2FCGaKGI%WShlt
zF{zFg?CgLbc%<?8k5>J(^aU^v9DgIbM-PNediDvqaEMhTom!C?={J|Jld6rTKPz8J
za*drEv@n@AC4u=cN|f`|A-98HS!q^J%DB{})a{Ek)rvAosSIT8>|~bHt2r2q`Q`O4
z7DX9b&(gzoaKu%Ycw$$J%3lTqz7*ly@WsZU3gB7Ez(MAr6IjYD5j+(7pqFbCGv658
z*4dKAhJpMX7$K_KtNRA?=W}}>?ni&M&%aCTl`cU0H!7~dKKMUV#kyPBMh=lcc_`&7
z>1q(e2w9|Q%BnuTChilt;20QHP>d*&MqZn0)R~ySb8D5WWE(^(vucpK)RCU&fUJPD
zz2LAWzOQjvQ!}+`G{_*96)(?rivwLyB{}avdPz!nme>L%I4`&#Uvbf$lKrbWHIbPy
zINdxzJNuxT{MG)^Sf^rmZyVwJQ=$KkXyjD{`@gFScRzt=@xOU`D~P@a0h*~#VzQ_Y
z1d-Z7uPXn0WWHj8m(u8CHWEd0sW&rH9J`pWZ`b{)@f)E#W%w_s8Dgj)rsf)bR4SUP
z_$S81%PGY|W*b5!@rXKEVSNSEmJ1Wzkdq!H{FJP|`T}V0Fd>?rMpP*5U{L<`#d5a>
z$JLRFF^<0XEJBA&l3832;cU8ENR`J?|M-(Xn+|7xj~m+G@cSSC4c&W68%<kSP&^))
zjU7#@$gh<N>aw0d$s8M?4mZvk(nKvk)I#Z_mq=yE_&nmq{PCV^+j1Or42xoYXw3KE
zpQ~;8OkA%s3QZx`zcUCD``6rMuJQe~oANDED1KR~ImjSk1iu1BMK7x_a;(x+@!@gg
z_;u$=$GRwXa?De5h5Zh8b@rrOJpuQ!u-adml2{zrqF13mjtDS%iu|yaIDMeikF6`l
z05&}8dN^?Z0J%R4{%{ijil8Ab#YN3PAx(ju_gIHfS{K5RCq3dMn!G3*In|t+aS0<)
z=7n=I$Oqp#k^PUAp-w7M@hUsDrJn(5p2JOUr28GrKk@?xEIA90+h&xAd|Y38q>_Vu
z(XD6LQmT*P*K}rAX`g?Ma94^oS3^a3m8Y?E%Qsy;tH6qq(7%|xPy8PB$31BL3n_v^
zxLdX#K;v!hL)iR$4tkF|h~i@`l%c_GEaRH5Rp{1`!Dm#gU7}L2rm;~>KWB(D9$|NQ
z=py-;rBvTs-m-M0EWLtblbaJ?B4JCt$e{PBNo4Bfpo&}BPY#VDb8Paq*ak`L2DE<h
z*RKYYg9YOf*?aaUUv^+nd#0BSg|L$|`Z}&gF!7h(ya@`d?6R`e&N8U0BxLSdS~t+L
zW8XZgd=RmJfA)U`|7_I@8(3>olzW7J`=Qjzhd~3r9`~N~?3Mv{t-3dUOTtjiB(zhV
zl!ARncV07IIlAmGe1e6wAL-QI)A=N#S1r(i+&n-mi(G2BzkW-UKp)du-HuF#k>Z4U
zQLf8x^|PZcMMwmZl5`|FO?hwqCiQ4!=0t4fP^`?4(4d)CJDZ7Y#<IoR*}z<UDi(U0
zjIH?9Xam_yJE_3mGSkC$4cd%i6hAC~|Fn^RlN-R^;}H?)Fr1wxWj1XL-=aa?g`WE2
z809aLa0}me9bEzuPydl{e)G2w{&jc+z^S5UO1f!yhsO~rNEP0SA0lNv)p(4Np-JhW
zm)MY(-Im{hp8jdMtlLN9bwU-o%2<SyG#!Vm-XqK1c;h(gQF-X+8L|VgJ&B~H&an8f
z@~3DEF&MgQHM4RjvjsYq+b{op)ZqLu^WZWF`mHNIV(ARFZuo04Mbk?;V=)Xia((B0
z$@lBH>6$~VB<LCjVnzu)>XSKj&syyKa4Yg2hazZnKH-UWdHjzV0hgyy|8a&tFEEaD
z1fXkh$1hhb!x}*$KYY$c%=Mri*u%KpRf!q+-hDxY@35e%L<|Ayfy}L;9}>PY2B;qx
z3!sCjMkB%eCBG$D{WTXw^eBcXpUB)9z9Yx%XOs0Z6Eh2DjF1f`wnS7C6A3uxH6F;z
zBulGs3QDl%^8N5-heY}o)2$1!=itBxh(D<#HX|<0#A8K!Pf4=ymsl^AI!#}UE(=Fj
z))aFO`@dQeA&D#|j0icH=wvI8TtfSE$PLrF9#6CbVJD1ok5mZE3L&eH?y>3Lo-1mt
zFtHFe#gH$FnEY&qNTLzb+u~C=EJjqm5&R*7Ji-dmn8GZ&<UH0E+7U1E6`2|OF(4{&
zaSFmZ5^b4as+VP48Rp7LLd0*l8j;G{BD~&ZpWtI0;qy;4kQ#kjT~iho?=k$8XcQP~
z>j`#pn3a*(SOF1o(I17gzL9M(yl_g$NsM#EH-dI7PaHC0S-bWr$xgLTVhb{HHv1F`
zlM;u(rN5jMaXAJs|55srd;S=K8LfBuUz7MVtMBT){{mheu&L7m2DxNVoWxL?Etz&S
zRfun<IS2Gq@K;PMRYbo>kyGk$3*9>`bZY?yNggST1WR^0Cxc-{DZ+G0nf$Wh-2S-V
zfkt8pWgK*&I>P4+)GEkI;>zKnDU3>`ImgX%_9T_A&LNTxoU$_ciqsgK#nF7p*>-MX
zltY}Y*!lt1;I_P7+#Riv@rcA=)=Dd|P~uPkwY|+{o||vBd_L>VF}Uz+oJ2ydSpspN
z=n5MO&(5O(ka7DdJ4R+B_TQ~py{|cIp1mQr<o%nc|A2-Nel}q^K7z)23P_NKB*7)&
z?MFeha5n65$TEBBgiw<VSz0OVxXM-W%LN{&eY8>`a?2tT((`Tgd5oC#GVLKAokm1y
z-4?B=V*2-2f^R{ma`>M<!isQ{a^Zh5hLDk2MmU*vC^xe87I*9SkLHraj}YAH5<l<F
zEs1~zOAITJ(LH;kXv9>kU}cI)vr5^ge-sSFaj+)tOEVYW!>kyuGfp@knI@X3n?v-x
zt@jc-WO~v;{F`NBV@K81i*BF?<U{;AZb|?z#PuI2M^65C`SdsMG>FGP1@h*mopkmd
zxIL<}$1<ydbeH~#oVdFGN@p8)^gA&lZ7tk@F{LAko%qe4V&LNM@1=3X89%M?#A1<y
zY&mMt)YeNfXL06xsp(Q+9Qd5jvbJ0h6|^RQHAWV8QU|%E$AC-Xt6;SKRl5mcOi)rY
zXPHEepteek{w@|&DWh#G#-B>PS1gIyBh`kU$&1e$<%yf$PGsGLTW*nPvq<O3A!1qR
zpk=r|yq_3p0I$rsDPM=DAi`P8{m?PgkdpU3j;8?9E1LP=%>&2(6D;rVnEIr!dsaau
z(gzs;b)*~nKw0otI?_+Np~eD{ayHmOw03M8jQKl(!#-e)1hts%?%{cl6f`xROw4h_
zHIblNiYfhsLwp0OP`{|3hKG4{c_!!zrP4+i88Nx^7>*dmqq!ipiUl5s89)7se;+m{
zxeg?2P?`S&Na?j&t!~stmb?s9fy`}rE$o`^ok>|(X1#Gp?sj~Kiz<DtN+!LQLyS&U
zm9miqp`L6#hjvA12Hl?%SM_}y9`A4Z`kQ@~{#|EcP}%XT!*JQp4$)c7l5hPPOk$$6
zA)rdk3z^88Q4LRMd<>;!Rw!m~7kV#;w?$A}T_0+{toKotdIxRV5L3JPE`{s<;Nd4&
z7_QO@e)%@KTBig&XK`qRdvCmw+80cWJO->pWZ6~ST_V$-myFUJ*cNz0n7BSn#Dp-z
z=c20=vR&G7g1-8jxZ~1a%}64Vob>Cd&0Yk^G_awRP_(ga`j*rh_mAVuU$=^Lx=rBb
zOa4t__xttnx7|6|$B*?NNnraUwXwO<ziMVtA6>qQXmt5N@eKG#2`E8tfz>tZ0_Jxl
zM{8bHba{HmOn7u9XyjnTRFzDXnS#qD$O9=J61p+cz|`{XfP!2<4{SxpfF-L=#G-^R
zgU%SWjx?G(Da7<1-Ng7wZ0|UFosdq?3<rZDVxC$BFwH7H{_Rx;O4nGOFJjRR-QXme
zh2`?d-2M`MK}4HT>aw*%e9UGVT{&Tq&L_O$=Zn%ob8c4|ft*Pg2Zod1QVlv^+yH`<
zSi{9{zRL-%v$->UMaA2Uus(o0WxsL)=xr0(+R2*ml4Q5-JuiE+rAVu3Cwcz8vFy#Y
z714RuE$69{Kk_U-Y_z?k`5@gFS&cKAQCGXv#kL(#=9-Q|_ndd8nl4r?##L{2KB)z)
zCvGUM&`zM!k6E6MqusYk&*C15`2b4X3GmsNXiT}gh2<zY9v=J<Mh(cpTD_inquYp$
z*V%GP^PLyF6-K}^Q?(#*7!6?gFzi`YoZ?C0jq6J~x)Mptl;+j3o74daWfFTCz0=V|
z&ZGd->zXB-`W0wJ6~covphS6Z;_4iuJYapiTAqMgUm^d)aNELDxZ|4Rdhht=cPsED
z#Q-;|q0~>}<}$W9ngoa-bqgkUqkWp&EHv8ZZ)?_XMu9irV6Ud}I=;A~$GX=R%zC*~
zj6bOZ)b?lTwkpk=5?gQ8;+b$69zbk-9sHTD2kw-Sg(N(G5LQ)q?a)dQ)+7YJI~qZ*
zb7JKavI^`Z_73vTmcyGZ)*-v1=R}K*IgxNqcnC9>tYT&XH`s53uLqrxU|5j_Jo(gj
z+xn{ao}P<i(<JiLDFGOA@gLl3n=91{CmVplMfl(7&7UJ(<^M++GpP&epM1M6#NYnR
z46;JSW}+$QxfBMfPgMyY{+WrPBmfCkkx*~&$+`(f*OOK*RLd1Z(JjOi%H|8%*Vz=p
z?kWodU>2V$z1tfiXZPVCJ*=U>EVDg-h*7o!*F6$%NdYTEmNtRvTOIl;GClo=C53Xa
z=+OgPGgA&I`jW;bJRJ^~di>@ouGVK|D4a#;2S5z-`^q|3I*OI#pKCFWI`!52VoN&B
zyQ$J5?i7%K2ArSFb(%EEf|ojDNNmA0rz$H`^qsarLCDK$Vh<<Ml#V^kC8w;cr>f{+
zDKu`L`Nnhy5G2T;6k*$^ts7_7GZhqqf@96z8-OQPhTA<_TxbxG(&k<4=|G-q(>dKX
zN&})-XACJ^-tFZBjcT=3`E_nKeyE}%e#Z$Or;<6rL}PuCtblX;?FYnf<`tg+{_Aoh
z9|iC}y6!c~3u<dhf(2`?x1L^-{LCL6ZMV5Qk?FJzpj8REmnP$wb?O~9rZmb0YBu6<
zoc4;tC<u<0mG&snyFsnJa3r%@UiI1f?100p$-2YQ+vb0ZVDfSd*?;7Lmw-d+r1Q?b
zYGDabR&|e44$7wHiCr8=vWdX30<}2l99cr13i&f@qOs!H!`sEtyYn?I5)XCmow9mj
z?_+Ns$HiNkkjdueQ^4v=0p0U(Pp%SfmG=44<EHDdPy?cX!&>g7r+*FDvJMYujGIp{
z;Q=w|uCrB;iShU3B|^R;P*|~5Syf)@DS7f5tIq>3<hz?G6(<@E@?Y)Ov%SFb&Yvr-
zwoO4Hs2=b*1YB)z-k$>)@@8v`<`i(^YHNSkF1=x{cL4O8x+=8+W`NJV6Ulh2(px^z
zFX-~U7!Z?LGvF;4l+^%VX`Ygp;Q5a*8d<`*EPF{?TOrqrj|IhiTc4VBM{4c60dv>c
z{9Rd<6+OA(QEU-rz|o|onJyJIRE18w4O_!Wv}eXA%d(IH-B0R$P(eq3ac|rPQj8R;
zQ~FjSO4>wUgAp>`XLSVbO;pxyD*rCX38!`R9*I<!@3S*A`PJ@@4s%RNGm<yEu`~?+
z=xQ;M-MyWP{G-9cxGd+Atpyr^l5dQ6zeblDl7_#-ua@{w@<MjtE6NV9<vPyc(91a0
z+s$n8xDxfVD2qF{JI|4zz(Xa9UJ=0B@<tBeJ*}@NxsbpdV}PM4P3NwEV|<2dE97O4
z93H>^IcXCrIeB1blsx|p^L>OaF?t<(+q&@`oDba7!Jt<7KqL-82Ln#WUWXpvVTs9V
zs_SZ3Mwq_5D!VNyPy`zyPM2xk3`h&g(~`K{=@m0Gc4;ZqUTm1GW+N>fv~6?u`mbNj
z-y{+~R|+Ond~LT(N-l-?zM{`<>C4XanZt&*9iYF;js~=oQ;0`*E52$6bPWQYim;`c
z^0~pn2V>R87lY;EYc}3n9QXd(=XsF><5mTEc@$7UPUIMQMdg*Jtu?Cb+iCoZ8fxRU
z#84XVt<yV5=INgc)sMPH`h)hWX{45X;_6CTdP-V*95?3M0Tl2c#nD)u1DDVKsM{q}
z<h^By-qj^Qq<|~D^+HakpYIiE*8^-0=^o(j9aHu1#L%kRo~m<HJ8~~`E&=W`84$X_
zdJw5o<M~cj4=}u{jx&0)=_~dWWWdE+V=x$o;=RfhM!==YRXzc$CgQ=iX!i72wIomE
zb5)iMxLxu4qpa-!%9{JXl(h_NroZ~1$^BTIc4D*XGY<tZu~u@v{+Mg5&(>8_FSYYz
z54v#}6(dK-$0mmYN(i$q<o)!ix93rTEGNs(T&eULI(Z_mw<x=XMw16W2!*&%Lppno
z;y5xt&eMhs!nV2C#duok8_FRSNDzfHYU&g13ucUnACE*e-&mu1z3?+2a1TX%wtL1l
z#DO<_@ANpOE*R^YlQlt&=ym*AtxN(#3CoD>kTxSVZ==5ilwlig@?_EUa2G#v()gJk
zPPAEEV$2u3t}=$w_7ZpsbjpB}c*QS(<phvL-Ph8%R2igQFJjIDO#9Z!^1=Ya&PbEn
zHjuhqfBzis4B^$iLY-fv!UCME1{$$rACF5r=c%Cp|3B`r+5&jv7fTb$Np9ArO=Jj*
zJuPleG)M|H8;7cPBr!Pb2p)PCK3l-ZwYJtdrfl7GG1j?g>t%B}(N~Sbtf`_9e)gqz
zz>>DX?J_!)Xj(;O=epk}EkAFis&9+S@@{AERurs66Ba2p2kf`oQBhbfqI_isV5ZUs
z^oc6#S;t;0_7zRQWpd^xC?E~S(RpM2<B_$8$cNa+k3N!OAOuy4C|UqUX@cUr)&6RM
z)62q__n+FJiUQ7TlmrhJR#K{m`7gkA{vVkun~1mSYSIyBX8%asxba{iFlLJ-<+W{B
zIE6dm&_?+{HM6ev!61bVY-}tp*6DIVC2GYy&E=4&)3&D<KKof(|6sAs&;I7R{Tz1U
z_y^VN?)GY)-(cc<6QJNID_f=l7yD?|-h{G$co(*(^ICFx2GFqNG}dj`IHWJb#1i1W
zAq{a%vX`TN+=xNE$1onMLdsoC&fE2sAyXJ6HCw8{eR@^LNM6bQ$W*yWVPNK9MMS4x
zPA->A$#!8Y4UNh+D?p1TQ*RM2#N2!osj@+s-#dFJpUS#%V!}r=GGZH}j50r3UGY5&
z8iqXS(P8411laW&krHc}OYdh-uL%`qugxw6NVH88YAz3L5H8@uA5EUfUS>)ylYd3%
zx_YD(dW8tS_!N~#8LU=k>(@oqV3RW95k>d`dX?6()Iwmxe6vF&PxR&o%k<*nXNzq4
z6b~nnxeJz;Gs9tHx2x6iS<CdnK-RuX!&`IS4j=yRQ5y^RxwBK9Eo5b9_q@+$jhV`u
zwWR?ee#^$ACf_`#5b)#<smZ57)M<;6$;tollyPq}-$QIfsgrdDu6;fMW;N5(WcmEp
zdvDa0)TSCoa-%|<&Y=gh_0BNnZ-DL@Ccw6&H_+#KHfsd<?s-3auM+WF1O$JNo4$y9
z_tO;hovV|VtgKF&z-(tKAIyLY9%b_c)|b}rX1`HT!mQi;{wkE{ipPmj;56QAO@_#G
zu`46d%-<gkl#WE+vMP-Rq9*}?UXQZ|g!z96@U%XXwfljvHs93ooMg@g__CFr8Emhv
zJPc<v*UhRPRj}JKNPexuvVS_dpDRGU2TLFM0?Gs*Um-5=ev`HcJVGKH@|i;~-fJq;
zC@UK^>Wx&K^hi9VT1!VJ_>zl+7*1GvCm#!R;~$TX<Bn&ofl(`yL94tA;YMRi$PJId
zF9H*>q8l16_deG}$0_HvaouA+jSsW^WqLyB&n+xI?e`-1?FLtOmrdeCcY-=Cz@dDo
z`TU2w`{a)>&GU~Yr=hR*3pV=iPYPX+wUY{}&_l^XqLj{L_9ej}m3P==WTw%=QrUvh
ziz*q#os8EDSdsc#!4hV{?GF5*WaX?8Gd$d!DTpAXk@zkceP}dlK8deXyKEV?K0Ll-
zCIp}2CE-Ys1YXb#wkkRnmXCH6XK91KkvfrCZnh#NonvG%%>S^sOj^cVghMi4C6nZR
z@B8MbU_-<kO`m|@ndyl$S=*a~+UHQ;x(lAlMB4ZGgs#7*FpDUVIL8q7?~U~7G-!LE
zDn~TOr$8yg`KJkgMt=p?dj6N;dr&`+=P3Ff4}H8W*x&#F?qdw4wkQ)dC)Bkfj^*qJ
z@k$0qhYV7$5cMmJ3u(uEL6r{UAZkl8;Zp3<k#Q-!9WDMmF<B|@0G<RJM3u}Wn#MdC
zZ2e&`cC+v3l{1VkA?6jng=@r&W9k9XF@gNXr6VFW+U9cHs`?zt7^(??aSU;UQ!i8>
zF8CLe($X;j5sGcEYmq@Ms*PM%#BL@Kg4o?Er%DJ5{zDr-88!VU=l#DF5gf1&H>vwm
zGF}(rino0ig9~NVJ_;d`<|{cv{=0KMNHav!F$0|BTy>OsF(0vU4s|gxK`i>UMY49_
zJh^DMU&ks|9%L;)Mi`M!B8d}Hz@ZY;OrqtkmRp&RDOhYZ)*8Dsv_dC5V&m1E6=d9H
zcHc%J=W0002vgGo;o4ANyk6TO#eqB!?m;W<I%WQn!najc!B<Ypa2eZza}{>-v0-?c
z&95IV^v}|hw-BP`PXpfxdi3$H+V^Y^WK8mh^pgEXF1*q~Bg8jp3{iiJCF(?%=8S08
zmo4i-<$k)4E=D%qqL5BLT&iz;M8BJ#C7IE~IMzlKU<;WIQp1Q_c9Ed#<9Kd2VyH%>
z+F9rU!s?rjJk_xkV;l?aYBh`=Fb$q*+xUsSC92mN8m*q)SKli|cwq6auWain$uKTO
zU0cIOi70W;@qm^NwQi*^+6Jz(#H(zC%IVR=R3pj54s45EntSR4(0>)~<LS|Jm;X?y
ze>f5Uf6G<WQp<2{2!6F(tamizfm3{Y)|tjhWj;(Q9_bK@p2D1|>Lo02fQmBI;}=F5
zM5ASlT-lqPCSTd+@Cma7M%i0wH!!P8QbQ#NPp;%bva$=lJwo+@VWuu&`GnjlIfs$>
z&o4tnycwAy>D0Z&mv1G^!JJ>s#fb7GUnig}vwQ*5OLKSV3H4W!LQe9{M>EesQ4`p`
zxP2vyZ*#?TXhc>&FbVQEY@=3Bh9&y`B{lwkVj=13zhNSAEC?a%S&-S5&vQK?LlT=Z
zo1DW^IseW&#}$T+VbKfinNM8ZOBznI{!p$XXy=k0Z<P6P(Bq7ZUDnAqbbCY@(|p!<
zFqe?JeoxAjXE4j|ctooAud;HylrxC!h>oa--zX>B<ztj6Qb-9?Z@PuQ$qpLDCx<X?
zNA?A;<fUOGrM(Ju(-&W!9Lior7?Gby#j3%3pre3q4*wD0rc}YW3V*qrKLGHSGx2E|
zCt6^h*~Tr^On|>Eey6MNxlmK^rQ6C8Xx24q_eNb3h3+uHB~scTIrGgPtZ7>Rvs$1+
z{B#17$tqLEVf%M)#szf4TD~UdQCF8qc`X_AAfAmNqq58r#8r=~xK7o=P(^$ZZ6br{
zj&Oxe01%HE4ZY0dE(iQLXq>PI-!xYCuzjH$??JgNVA;8@PWZ7MxBB!x=FzlY0W{|m
z*Ekd)oR*RPbLk&5co+H#-q4sd8l5rLO!X4Zj8a`r*s4V(13i_kTG~eSy+!}KCQTK6
zLqwEFrs3(sRP~dF&$Ss}D_vMU*v4!*H|bVtYVbAk6glZZ!%9hX?|g;TTSA-sqH`X%
z`<cVO=;7BgN>&O1OO8o@Gn`4QOzip9FG`4`J0KJW-+??Yb6IDUDwE`IG3Zzz34HbY
z=ixiQRiik~ey`(db&_T*i9Tdt^c+vZ#O^6;Q{tRYGXD_es1WoMKFVDihmxZBgqllZ
zuaxT!MKQ0e4qNFfUvQPppTDaVqo7CWMvOQrbttMEbe45G-dBiN5-So*)vf086<
zZ~<>Dvm>D%%mjLIJnQS~Zzb=G3><4dJvslrif(r2V=78vz-owe{LQ2L2XVAch<Z-|
zlghgy;Tby16s)ALv?Rmnmgn7-gmIR$RnHdJw<NBXUk*Qf_lgPulnzgJz95UXCjd<2
zWAdjzNX0nzFFpScAst8B2dZ*~JbjOP$l#`K3{lY(t9euYYv+g5jA?xbiGejr0qIFH
z)sR&Wdgi4Zbpw?F`s_1?fc+D<E|p#!`p=FhZu^miqbeaa4stH~WQC!<XJTT<frSAS
zi8aRaJVR}UxW=%-%O7D%aoQ4qe#P^GpA{+7@gfU_h@ComOu6ebrl9c=vL0mbLw_ya
z5`rNylu!FSe<hWoxTeZCtn};Xfn9snAN}A@SUsF)QrMqF@|pYJvfO`3rKmoT*r?M8
zG(5TyoN=mJ%#ljhYqwW(wHHR1;M2p<$-d{XLUW9!Z$R3LD2RO{Oh2YSYTCA1uRKMn
zF_Wr%EX;>4!4r6u>rg9$<PM?cH<BiW`e^&to!FLoM}|)D#Hpak!orFrb{MeDe%)GJ
zBL*T+eNnC#gB__Fj}9?{nF6|zvXuuC8^#i?-kX%EXNzIxQ%7UZ{>BL+DVP0XIZd*y
zd=@Rh^VH(xH(6iFPf~#_i^VsWgZ6A5!JLVddmANjED!44Gn`y8`?vpN3;$yt=r91A
zekknzY88nY-$o8ck=1zeywEVMT^dQ5RRmVNWKn9afmnc1x~1`ae5K`Cle+9JWYut0
zRMx<h{Fzi63~g9J*3W#II+OK)az5)Mv}~g8SsWP*aaPHyMUi3ON)o{cS<8}-EHT#(
zpRU?AQ?tW|Y1Kqs2rQuo6&}V4p`*G0=?cXz=LPkL?LSpR1M~+AjhRKU5HGW`&#;z?
zuU`@)2&q<2Fcb3JWu)f%y0&<3j0}m#<AO!&lN}fg4IAP9!B79M-4yL3{nGcv6L6xC
z!oUHHFQrnk1v5|IakgQpLM44_Qlq$YN5yJfENzI?UXA5G8Hn#!iMUWK4(tn~WgGIi
zA}v4**$?H;4`<W2wK4}gx{c(Cg`Dao)C7Pu-fA?>`@lDIWUui7_8v}KFU)xJiYi?~
zYDGv%EG)o?Ex}ZnUNLH;KrD+W(aoC}i&I~CAR#ShyR-p!{*&*8FlPRkq?^kJ1C72e
z*;T99Y|m^X{2e%1{Gs5Q47`KL`08JZkuD};v-B(wx?B?`nNmNPS9KtonmAk`7klYk
zaG`P?BH(CxMD`crpJ0HhjQ#<Tri9*av;P`L!0ZvD3KYJJ1C=5866mU4!l%?YktQUj
z*QK;|ekvbkPz!w|3A1i89cqK8T&14JZDBDbIFEaLNr!zGHP>6R`Zlu`8vc>Tyh&0P
zLvb-b!3gmG)JzE4R^~vG>5^c1R+(ZI*`d=>*#-Erf!371p)h|c8GcJG4GCpa@XAH&
z7`;6Af?N-Z^wR4+*Tz=f*qqp!#U1v9{nrG`V$_LPnRe4*SwZHbTR&&VS5J!;b4U^F
zeTt*-65JHbdZ+JA)3`q$oKZLzH3)`;e=4KD((R{s3d=21_?CBuH{aX&%4ths7dxNV
zy;RA_Q|T%7FG2*}x>b6KWx@VA3nA(aZ7#cP%?vtLONwab2n*@$#~?d{EbOl_5}qN^
z{M_b>5Lh_3ola$FTy$**z9pG%tXUz25hE(jC%o4o{*n1<$<d_}I`YCgvJeRa4vY7w
z_KVSh2&G>#0)?hdN64&E*OpSAu>=Z+y5?wZpS2+_e^KZ~?WqYTy5E|&AAY*~aDTI!
ze}2Dn55WsuB7Bef_dj<00VVwf{+8`1d;~3e_#T=4UoS$)J;LScTnl|P{3ZEKI9dRE
zNW3fR_7?;yk8v|_)|bS(m$GIqk_fU<WdRD6RPoPXUuu3y6N$Z|vVb_}D?;<H)bq`a
zkh5iDOfs`2qdYBtyvtd8YL;s}CY^JKDV5kt)FEb#KQ&y1``&N3v&w`@@YSEX&FO<p
z|1|19w7UE8|HCx(r)?<gK2Wv_ld(0EI-;erlH}@;il>KU;8$8)*lnTGlPqbgn*SQ0
zL!q^rV`X;5LQ-EyG9R;NbHG=e^GOJz)|o?5n?a;XiNA~};UWWT@lg~ja8PsbNM?bT
zCg^q~FU&{8Hn~?cT`&||P@4)QzxE}4e^LvP?L5B)^>V~WSmkf$=aR}<x{g+zi)%1{
zO6e9rN9asx!9Jn0KObx(rgq_`)h$*mm<+qcwkRYWZvmRse{V+7Tr;p2k5V7#W>VPi
zA)pz2hSQ*s_Egh`6xL<(Lc_53eSGp=oINzaO&8+)_C~#x;Z49QuNY|eSd3KzLRvSx
z&Bjzdi8aC|A^XWVETN4J(XZD7-8`zMl|?wuSJEy4?f^;nT`OeBjrIRkc9vmLwe7!t
zEJ8&bKuQo8VCYVjP#n6X8w7?Lx*H5)00C(jLP=>PrBS+(PC;5ikZ#yF=<~il?|%1x
z@BPIO9v<VGS!><vUf1tB&+De)%Al#D_HHk8Fvr4LsS*B8s*$TiXNQ}Wx=FSn#_)s0
zCA6eos_St?8M7}-V@jvIp5zgCst3$CC`bK^)Jsw}@%R&htNk)hrL8)r?WWuPem$3U
zGkg9Ss(!w)^B*S)tozTMC_4iPB~nRMwgW>9`%u@rbO#8%%p6l_l1DyND5|38MEIF9
zq?n9)D)i9wVT9&{{r1=Q_>+GkZXp$^m!$?X8LvnAA<;0I%gdkHx_H2n@g|%_#W2&@
ziJXf#$_#HVBb1@d%J|KAcrdKeHxt*VF(3~gUG}m=@@d~sw~C*#BO=DkL*c<nx${?N
zZzFJiZS9ISLZrl8Hqu3{YfcmZ!xrFDWbw48(9q9o_N5XOa^f&vX6b%jA5jWw?+B{h
z8X_<9=wBf3srxwz=(945uZ};T=?v%p=)l<J_w+dM>F<cw>;+(JlDEFTrtC%X^}HlA
zCrHnG_Q?&Rd?dX_b-4k+>(q3$JQm5P0E|~-p;%~aUuo{TUHI{I_fyWsehizFn#zyd
z?6HHjiTTj31kVmxB2doHHs93LlvTX&YJ9_cWD-{=ynhG|LQ3lT`!kzONjh@!V6kZC
zto^O8Y`MBMOMG?i%iUAn^1K?w#$1qK3g=_XkJ_t77X(SoUX28t+Aqcvd`tgZOG;1Q
zd_?Xv8+8bIgQEbE1c2g>PTi)qb!#d!Wpy76%tbzt<>l#5yOasGlz+LT16CS9JhJe*
zTF<e$VsX&FJd$qTmKM-(W-|<mWr)+4Q6LCm&`O8aKQ^jag*{bOsM-7MuS=H#GK}gY
zc{R@+rWRn9NKQ+$nL|B}k%|BLZOUt+KyRr#@yN@2m<t)9;g8lH&6Lzok|n+H!@LYK
zx}SGCTrSL{W+eejJUx*T4<Q~XueNv=y197?USc=zR&gim#fRKn{}@@X?_tB{<}3a<
zKim)YdLpNGe~h1G=z0002wAmD?dJWS$Qln04dLD$Tijgt?lO#MM*Qf_l(9B{nVu45
zW=yM~2v1fOQNJankeS*kprzOoM<;+yot?&|w~rFra+Q=}2!p*1Ngau34~}{%2t!A`
zl&>Hxyt?Hn-!X_P!z_kZ@f;IyQBm_4#_{US?#E%fOBOq+B`Gv^)A#Zu_dBr|yW~jf
zOzgjkiTSKS&Q@Wm5#dA4`bY_1*wijSx=t@0j)dcmf1J(3m^KAsjP1<Nz-7Y3<hU~S
z0>x{QYdl|Cx^tJ$iY}$-g<wst1;B#f+klO>$gT(Y4~4h(S*Xyd#qL82ToOCPq3q!Y
z>kF>&Gp(uNBDg~75_I!Vkd93-Xt+UKd#MkxeN{|rj5d471X39#9+a1b%$z6
z<Dj?Yt>uLBj{@u~7tOWNoLd3Tj7&Ke<D|lCF1sqr6{cri=>XAk0q&S6^PKFQJwOn1
zJ4j5mnY?vqAJGqHqTqiTfB4?ef5upKxYiQ_As0|z|NU`Si8`)-clUvBk1lEn>y+9a
z?Fz2f>@5K@D&RY2jJM~bGivoxo;x5+2CM~FzWcl650!4~3C_ZCTWfT{qQfyewl!9I
zWFW^FcMQF3HJo38aB_7m^lKMFv;U$d8&dYv&Nj}HEcf|$=ctH0O%ig4e&PWXGYQnJ
zy&6%EuN@SEzJ9=xc^n6f7Sz-t4gwv|TwKKTU!)|MdaY?6rH8^8?09ZV;rQ9m*#Vcv
zeUp2IGr2TU$mp+QS8`v9G2^R%4pE3yM?$5mlw`OIsjgb8uR>XO$FcAeE{;!&%Lkq*
z1VprhZ60O{RMx!I%eDbn8qx#Pv^&cO=^f<>u9h-lpt>ZX5Sm9gdJiFNL7|xvppAu3
zCV8Tu>Xa4fh1wc22xLj7&|i!d*b3&-70PJjo(#M^Z4i6f7*BWO0kzrNkB{T2Ejl?G
z4s{<`&H!<Su*T^DNYFt>=n68z!yneHKgLAkU;y}g0#|zfI?49OLGO2>I`;YbD;*t}
zAryM2{bvW`zY@O9(1QDPYUC#3pD$Y3KjAj`?UL|r-?+B$3s@5dDcjk<QnuR2O`(4W
zWtubHW<PstOtjrkgX>)O^?IuR2GG{rrm(6ndY_xh5>(H&`g-u&F(=PrmM%E7oFp$}
ztJwmB!q!%Zk*r`dvGbTMkT}?qIS<{XFn;EJaQWim`#S^6xd4dL2W`H;5rQi#6lU4#
zZ{da|rY*Qr{JlOJg!M0b<0NKf<rQS*SsVMEHin5`L|qJvD=q?sKr@u5<;+tTT;uLY
zn<D6bOObls#FL!Jm)m&iloZOyz@QvYBfzWwi;E3tQ?e!zp7u+p$g|8AIl3hZpR2Tz
zl@)~im?%A)xM3x{csw3YaRcx*VsP?@g!l^j`d(5(m4=J8#^}|r_Rmq3jw|nYM^_55
zscECzYX6eoa!{8VP)<+(;2bDnss7{fykYfF_2e;h-th6mUC)VmTI|7FT|vs7s)Mn-
z8%G4u<^yHus<2*Y)if$HDLN-mWZpA@dr&cP+(2aF?#BZW=(13>dyCwelk}ur5gx;n
zg*bOv={GK6&pEj(G}BF0PlzFw+_HT{zNGQ3dCto6JX#6DeGanfxsud;MnVkq_Z<Ub
zWt1Z*`A(7^%<xGioRYX+V}F$0n<Q8Taudy}GUPt?mC`$k8ZcmmQnD_1&s^cWI>G0B
z8o1R%K0aU&!=@(>e}zdAcQ{g0GF$05E_6CqOyw^{y3r)0SL%jO&gp1AFlVoWuNZGy
z1iuiQeGA}74S}7ToO&$lqxR?32=RMkd!LX>)jBm}LEX0BTCY#BRlf^Beg7lbl9Pyf
z{qP4r)NLWoRW>g@8@c#Chqo`8t}qzgxigu@ah@4cekzw+IU}E`wwLej3C+vOtpwTE
ztnIyZAzu64deNNg*EhXv4q`N@S>t#M-S=(*x~X!$ERLu2xM|I(WB6n`^o%Mch?R`*
z*(ah3hHfEqWf}wPk@A!1@p}aYi}D?y$-w$#DlUH|nnL*9XYK8OF<&)&W;cH&q4X?2
z92$0}Xi@;K#(si6B4pJp_4e*s6U3a<t9Aoz2X%k&UBiB`A7ghWj&p9@xUsp=t>rb{
z<XjD;NIQ4Sz{*+WU^f4CulnaJrn74Io)<5!xO)KM#09NIyJL4^UcgqdDel}8Uk8G@
zlMNTUbMB|M#AYnrnN>%VBuKQNdWKmi0yqD-R}dK?3J@;yrM^<2J8EaD&Hu`3{&}LR
zh*R8Drhx`VvrKNZE64x%X;RJGC^&Kudqh*03K$ZsC>ODsj)Obr8+VgCRU>R%B?Yo1
zvX{d>;xO@#d4IlhGgPNu!^dq8*EDiBUvcpzO+L+5B2uJSq$4iAEdz7$h4;@a5j^lG
z(xt;wadPKw4;7J#oNI~nRFCb^VZOe3AjjIOv`nzDaov|gS1~RB<0FSB(Tx`Ky8_6q
zs-4UxlX>bg=v=Wc7v$mKJefYPhhp{p4tjT)2+FoQq)lmVc!39-X|(;qg=T8g^O2{y
z)0qk_8RImwKzWe6!M@QPFYWE#Qb(Gbf0v$>wcPkHvdttkTskvz#Ni|u7woel^%A*^
zItTmT6A*4D9&FbwPTH>rl|oT8DIgd<*<73wa+O)Wlslf;R&5;bvGNojBjKC?Pip{A
zQvbK?Kbv9*yOOpf2Nx1C&6lOBoXH&fdWrNL-1gQ;WnmB;(t(w%IN|u6g}(pBYKc8G
z6NeKeIJajR`qvyU&s1zhTYoJwU$1>dODhVD1ow?rKiFrymJG0kM-;vfAwS&A30myd
zqC&qO;+52AiFJQp=c)gR03y}WT|TajfdgfvwB;+*V+jbl`$9mUOmm`e<Nbr>*4ogA
z)!6uoQr>c|OytSsnlGjbH^=1@vBG0Md{;%62BO~hK4&hWO>qf-OJb`wdW^n0b(izo
zxOE`bUeNRPcceefX6oD~(^Od`QO`rW)J>IBGcYMgcQWV$;gMRW>aYDZT%oERYO@s{
z3dxT!Jdm%|-vyjCiWK2N0`awWj-rMy2faWX$Al4w&CA5FHsZ~`B9n!G&m_lRHaVbP
zpo4OsC}TjO+9e`t6Pw}z8tq>aomzeu%YMBS5vNXGE+PK&)teoKRV<&6Arj^nnC2d_
ztVXjK$3SIVY=lkSKK0qg(#UHZQh+HjqFilhZzSG16M_xN;CyrNB95~PoA2s1SaiTo
zLle=1ftvf+*%BXS_~X1KC|QQo^T$l#t+!J={2OI7iOSroS9=#?9*K}Xfh!C?WrZ=e
z4$~QMz@j0Cq@zBPc0R`9CO?c@=W|}=snI0eAu>}uX+oi5ZjUJR#SOLDD{4qbZ+^KR
z6(~kRE2YVZ5q8faj5+IxCgv=7zP*bPTs4d-gf0A{5&oK;O}dqaecodX1e_PICeO$^
zA;#qY_{vX%jo+%?#p1aytU|{Xp52?K9Gs1mp^8t#Vv~HJE#CeHsgglD$Pc+e#~7I7
z7+$Y5&f~T&rSopg-t5xqW@=notmX^rDsCM^@y{Isf)UT9sM0@F%nlhTB&SF8wfiiq
zBoaUsm$IT+NuTg2)K>z2JM?<6h4R<v%rEv*3iRXtt_Ca|g@me2L8g&QCFE-KnZ6dB
zDTMqpd}zzS&Iu-cH@PKWm}A=N@DsNdE_)kj5!ntj>LGaPE4_J#yBU>zSv9kW=Yu)(
zNkZrS&s}J8&0Fj_S{EJ2&mY5MJ^!qa{`CsQe)KyBxp-y1_!pY;Jd7_D#90EQIvyvJ
zI;!wwsHoR#HI5aBAEt$$4nw|vneTHz7d#39J)U?S8rdT95|7fO=$Rx@SL->`*>k9y
z9GUIeAhgO$@2Guj`vf`VRoL4@q<akuE29y$kK3i;R%kJ$Xv`h*k7EPGE~JD^iO6}k
z;Ig;qos3bO3PLUV`LxU-1$mK<i0QmT$z!p*-o?}+5=+@PqT<|xTN{T-W9_u;n<RU4
zM^VJwK>}Nz5>*-zxhS<?U-Ct<%<e@k>E8m<)bl1Uc8P{aPfbh8?FcWWw2!6AabiU}
z3^^Z)^F!4G8QUQJs|UMYwS<GF?MgjySE6NPI~JBLy(nkosF);a?mXm9R2Sp69e~w8
zVPfF*%`%+hAr4#6MZTa-$V{_&B`KIj3^(>Ls``o-PCIUZhUuHr!InjfR6|(M{23K)
zYIN@uqA5dO8W!DkXyoK+kJ<KS5ykhytArLXyZg{M+eVIvGNy6NY_}@HbZ;q@V3&r8
z)wU@4N>9fM2=+}yHy9?|2&qF)=#YHBdr`Y#ckzTCJv-+ge?vf*Fd+Y;$S%rEf4w4F
zE|y19BC_LUGGh^V9S%g_((k$k%GouXK3+ZQIznnlniWDnt*Aef6Jy-=PciJHmfj(;
zX9<I-?eGTC`94I`2UJM~a4QGhz(#1-_-KdWs7v9*Jy+6nZPPAgF0fEG<|Winq(<7!
zqMo|6!<Z?GSgyX!4G;s30vvIPKW{E+rHd&Cif9NS;_higuxmseJ%D-_Sy8n!EQ+ck
z3DMU>IgA@%Y>F8*4ryY_^a{Qq%BO30y=0aXp{jVr2fo&}gP8}I?M79~C`39)Y+4eU
zS$jqzczy1RTd}%PUDVVrf$Hce=6MMAH|cS{X5pUyMj#x!U_oLV8eaYQ30rQ-l=WL)
zGKaG;5R?!MzGZqyIIn>qIT`b8mv+g}J@lCR)=aUr`YKnXbH<Hph=VQut+J6<-?hj#
z_^imTDjRx$HfkkV=(9?gq-_n2Y`u9ZJ$D92Jb|q8j|2jbb{*1SdRiHXl-uB2q(K~k
zP>c*uPFu8v4dEcAyhU`UY8q8YE1si&E20%|I88Q6{KdgbDR;##%>n%8jw}3Sx@rl+
zk~@={#%qo|YpKl?Zcm2iRB~Tg<{coOU00VD5H6NzPmb4mdC&ME*#u^?Q1fhq*zKV6
z+R$Yg8~^6AEB{#4zA;C5p5M=)9bhyFt3L@gk0y|O%)ur}FT301YA`v5a98b1e`Ycp
z3SgI95#?6y*9?MjRd*mwI-<*X@^<smmPI<Vp^lPk$trAi3qv^u#0)-?u>(emq=o{=
zWu{P^WQ##1S>wi19zt{59crQu^?ZJk*au>PMr5S{)uFrknXqe@WnRs=*mNom-i~g1
z2>UUkPA=W*!JO=?zmz&pp5OaacI_TX0KW_q%@}(>k8GJ%mawAi5+Zt`^NsRevW9fy
zHF3rL)Ppdk&`4T`N0rrG%h34)e9+v%CKcBpMoMj3NPW@Pq5kTkt%Lo%t%Lv1wvK1F
z{~fW1Kt<S8pU6CXZw6%<QZAI2L@*uI(rb1}L76RcsT=+KvN{dQ6hRWr-i3Dysm;?a
zFoGx27ehcBBDqb>W3;~=X2b_YH(E^MuwELRW1CMAcgj6@Oa-Mv&yVRW#We56PUtK=
zG&jqHWq<H>*?2Lx!ZY=497(RVP<N+KNmVqXGwSj)*NnURN9wcN8TqsfUi#c)(vF5a
zlYw!)+gUpD8J2|$O{H=PxE_Y{Jh5{r8d=%C!=_uY_%e5iE}}VL2>VqZC+g-L#r&hO
z<FX7Tw7y}Orx`!%1^Y@wVF=S+Div{*oKB_GvPgJ+d&m5w&O&iJA$bseeRNtw6DM{|
zkWuUsX*_O>gzR-u7d~h<=vMK*{xwM5ZwD@An8G`iUY3ry9_fc9ExajQe$R)+!kq_w
zL+M&-TP#bAnH$1j^*tst!&`;CiZrJ9wQwUx0s4nB#InP&v!tNQBWqL=`5<GVc)$U!
z`6c}<V&0AiqL(2P`JFS0Oqe9?oxE`XK@P{Z_MXycbnEjEv?oUG*UjQ(!NqDSco_mQ
z{#MJ_`adsh_$bte;E22zPrqluz2w3=qm$eEa|)j*Nt2mX(FRAxy2$t(EAnJZz2=^@
z7Wv*JP?#bj(MEs_%e<WyU{ti@W}C+a74;<K65gV`WQ1W>RuZ-Oj1lGr``SG~o^s!&
z*(l>}tXk4di<+`kKYIP~nX<$dc18aVnPKfhX~#ITsI3+Vrs9K6jzX)vhAr#G@goiF
zk52swH~jjaL?G0)(?}0KVmlom<|?}{N3+>x#59#%&&?tHwQQensMvo+u4EVI_44ap
ztpD6~#Zq?)O=5`Hiz)SA_ED6J@ajiJK8Gn!b);dsE0#^7D(;HpGgw|1#Zy+XV2B9g
z<jJ6xz20U0K}xUT<|-nCdazs@U81kJV}hMCNW<WjSF{+0rIw>9^NGQm{56ApFzY+T
z&G)@wq{^wApE&F_%YMKk9gMO~8csQ&QI%z1MjvDpH;9X=Cv~cBYsXNiFR8=rUrMs6
z&MUpB8J^&py&?weF))QfB7B{)=ifAgkwwZMMc9h2{OcRy{$nxv<2K9@^%0|^3ib@E
z=90<`zaAE=#?>dTqA%jJLO_phxgKlxdE-NWc~@*?Lgrn%Yp@5NK7$_DS}aVWq5@oC
zP9M^Z#ap?<ql=`|E#spiHF48JlsEPzhma!K!R2=CVP#q(^Jz(KlED@49t%US@z>6A
zakdl{=?0@49coe4-Dt+u;*7=P?Kfqp(MJoGa!0TGTKknB3d%3M)DEZdgkHG|DQcL~
z9E-b|>GFH^yx?N~!k<8W`0<<WyvW-wVd$p*eG|?yK_exVe67ThLj6tA;VesXjffOU
zs`79lBS<NIGY@FCLV;$h^bqdGb{v_Mg|4VBO71Q!i<<n%*7k>*5w0<`CHCmm+)?p0
z1oge@4I01FefFMy`g=|D4TSmuD`TO!DcBV<9nAi`Y0G(%PS5Ua!VM;|l*(aEr;uAA
zPVhpDNIP4@Y+YQ85Gp#)bURh{^ni1%Bl;0|3jDSU{yJ(H7DQhwG<NK87wmxl>bfuz
zT)qjdU&ZeVew@&&5$VJBwmCx{wqP{#M7B>l`DaN~;Z&&rLefzqTA8BgQ3x(}X2%I#
zx}w_JoJB%iMn_-6X(7*n7s)YU-aJNR<w=CAfCZ^|<?};R=uk%$)rrNyl74tpxc`mO
zh$>_B_f^TL{$%!|mTH3FAsx}Qoigfn&Fa{jN6TV=HQ(pT#}qUX<J>C?2_g9P+@^&4
zSSFU;+c?kC{y5m*T^1XJ5cEQvqtbUX`Rs8S-07bc=61f%Ky5h~)fEtkrxj-B0!)V*
zP7!EXd_^KhH(`dZIAu{uMJ$;#8vpk`gD4|-olI+Ew%D{EElW`+iLI{<^_9w~l9+F0
zBfFsj7P%Yr5<J1(j=AZZBo#6hx<e{q!*O$R#zW3_F^3YNoxX-C6r>wbp-;>RIwbPm
zq@P}`ILLiTT?reS*0)y2XzQCMgBU*%nw|ghK9Pg?_k#WFQFXo%{e6L5H0yjKYqt0C
z$NBy6@`fabTBIB6Xg8`BuQvN4m4%qpXy1|QtHU*O8DtTMQ<+*VYUWIWg);Xn(l~r)
z;(O3Eq6V!#G9tN$Z50_4Wq1rXN<>@KPZb%M1{r3Rt*f^kUyV{yllD%0dqRy4GZIry
z<<ue7eKny*$8E__+1bppH;mt!e?#HHxUg;9@(8hnsSJgYJhaO*?Hk;OghN<bt0ykN
zDz+)-_YroUr)$r#rQjpczvJiMJI;T<O%&aMAnnZ1&v^Yf<uk<C8i8h=nsj#eIU=Ws
zk4hqF?D$lg^hKc6MzAAle)G<q0VAnkQxOS7;<id^G-GfCse;BQ)f}bZGD28`R)oxe
zw3DfyL!*&7HVPh%%H77lY%ic)e9tE%PTc;0IQR)|vyujeZuZwg0TQxcst<=CXx=hv
z?-(k-0Ujv#rW?l@Yrr-1*X7IS3ln8|`A^a=q5s?}oWJzVcXHj&wi3;lj>>E&3Ix>>
zPL%=&cI17LjOomXLUeT%(s%nuU-@mZpuC{~6wHo9!7)_oJ*(?CpJ$CN6SW6zSCz7e
zqu7KT$m|T~HMtipgW4nvCZlJcSfv)`w?Aq(+InGVo^^2#ub$-67|3-p?N%HHA+Sjj
zrR%lA64~w2H%)@05VM$!TKf`l9j#&uy266LZ{7eD`^ujW#?MVn?qKix=T_k60(iU_
zV~Eh5&}5PZkSbvxwVIjTu+3;P(n-k?fDP^6&x#YlXZ>i|PqU!noXez~DkfSoU@z50
z_aw$hE$^MJIzBcdO9paQ{Ii^%*7vjmnt?bq4WzFFky&$ewq|OGazc8vSYqsfxK{1W
z!J-X!M#omEmTHtl@c2wCzSfC4@u;D8(D!VAdqqzepy$b}8mbni{ll_Ut{9FHG5-4%
z^CCBph$qt1+y<DJO73U^imn4=hwP#8cRp5r9y~MF0igjzL<`J)@7{4w@eSaDtT0pB
zsXgJ*sVZS(qu9^0PI_Sal+E(Qa(q|joY;$wjv?|~%zId(r%!p#GU7cd=mmbk9X_EF
zo9S%7aG=^GWXpG%FKu$3+&BSpdcLoKSdv|+u3BBtx|fr6!uhIYAv-ZX$EkMrFx=X6
zi)rd?a(Hv=AVC=<mZ!h?y64>cN3ROlw9B(Wq;`l)_tv4W7X)!_;eo<aC-oo<@Y<@P
zTR%S8bClK9D*xFZ9$vpBoY0rqwk69G2V}p(XY;~jE%(<(PKmr0OY|EK#h|-mrCPe4
zmTf>)<Yuw3D(H@TdhB;*kT;Y&Dg*d1a_?~#qW7huzlyF`EkZv0nF_W-UMczl9Ulez
zyO#8+lZNAKOv3v%T|e>L(IDd*o5Qk<7#lmRI^Cyeu|4-j3fE1??@}>!P1D^Z^Q!+;
z;58q6R&n|noCb$whK5?ZWsYDq(CvU3wNvzC`>NZ0QY=ANI?hW;9+dCe%(ATVYzSrf
zwWr$<I(;&V3(iJp`7DTR`NS;uG>YIeqxL6;5Y5Ikz6iXhTELB6`CP1AY#@}ZH>M`7
z@0>ukeLze>WF{BAop-zDyTp}O$%dSmr3H>~mlxXdv$&&*A2Ym}St5Ki`yuID(M?Le
z9ZVr7Nv%`YU7I$lt8@o8^ZqU8^rK=C1$tGGtblW>USW6g6CVRlp+O&6DcJ)uR5DU5
z7O30C{N6|FseYiPUNP3D^e-u-!>##tTzKZ@w)P6QtM8VNk&$5ESNdOdpvw!)N@_$D
zg2<mB;At<Ybo}uMewSDE{S?A|wtirB7QjM1J)vgSuYo0hqAn?^3M9F}1qP5kMc+Si
z!v3%H7xuAg>z<?DsL|b(%Vb0jRXirYHEc-V%e+iEszRdcN$=bSrgL`srw?xp%`O
z^$Mq;e_1iBNiLk<V3E26;-<hq4VWK4v>C<7Jg|9J2ArfyIKz44(IE0`al-M<T1){b
zW_Ntu%;+Maa(-TR{^WS_lU{%((Y^KTV=(mR>Bqk~uH&Eo=MYdvmX~{~kw3EA)tLmc
zbH7LnxCn84%^7*|dyD45Pq_E!i9XP2-e33PT>L8E9m{RdT)J3lu9m6u3{)Amnky<U
zL2zs1sy}z66?P$*wM+1vZ>UR#cc^#TFEHojf4N}_61Wd$PQeFp&1RB39(bHrr$fY6
zpGsBuSUwo)`zmE6gb$aP4}v2`c_a)G0invxcxB@?>R(C)I10EExGIMZq~gq@oA>z-
zEebagt?;6ulF_%{dcJJ_xROg_oJHG*-9wWR{(z_@cndG1DdGWVFdArIWZrwdQQtmY
z7CxOS#-RY{!(7VxYc3v*bY7BkzvlbWzImo0plB3;9yasIS!z%IE4j4#JGt!oZ^>or
zRLJUiNB6PqzeSp%53-3MUGa6Bn@p$5HHOv?WL1gdxs6-8J?ko$6k2TkKq<T0zM1<J
z(3rRo*+kC6&zN2UW-~uo6QzM94Inn!j`O3q$2%>6`n8x)_dGjcGbb_!C1{gF2vwb<
zl+;00PNiHBWVmcuLy{(WvS@IP&+!#~o%)j4Yx%yR`#;nrt)L>4G$(I1*aNWw#`UHB
zZ4W{M6~)!>n9xEaosUORSizWbP+VHAf{&;#Hn}`2vS;6eR7mA5C?Lrbiym6)HpT&5
zdiaoL6$V339KAdNVT0u@nw?=k)XXjK?&j_}tc^Du$l=XWn!%5pa6Y;HXH?eV_CjQ?
zMHStB?RsCgdzQ)FL8C_bg=+JlIrVJ%;;&72LTZezxZguU4>mnA^C#VRLeDnA#pu5K
z{doAOU=0XGZEIWv&ZF>PVxccHM_-^RA5FYHX4&qQS+0Pe$quO0M;}~ln@kz#B5|wF
z*!n@3Go-94c+#oeBl{Z&9346LkaiRt+an38_ttVo=q1493B(+VljFMA=RcUg{ij|*
z=O)d|uV>3n-}1SE<M?6i8HGx6Kdo^<Cy2p&1nb_#A)}&H)U+L)!B`V8ouOtgi6S~W
z<K*R42o8ClKMFK)v=#iyz~Qo%p0buT{o7w$062rnM0Vu62uxSBQ4aYOdNds}c{}uk
zBpzYlEIR^l63k*i+?m;EjAp3<#MYq4qWj*m6x@B6EK*OD3%XL&RE_di(`zKQP!5(#
zj#<u9T_-49Ux_%Ts`b~v31GC1<kHRXq+etoDS2beD#c};mOyLwQanF>-pj0SN%o#b
zwC@N%wS)m<6ZmsU{yM42)l%A}lz0gDH|pZTTMclu?P<>qJE~@lhKWzzec>aj_IGzz
zl3kx0k8!K%HqH3QpZG~)iZfJ}#g!sHcp!*@!qW~&4F$bxm)``CzW4NpLhW=uW@HEv
z20?n~viK;FibL>-88O-YyPiQY%G!Iy{z&9<h;aVdS=Fq2@KlWHv&H<AMO~YR5W%BP
zHZ(Tj?-+NpLiZv7e*s%6JDs9(+g%lb1C*X;a8&u!KPBaO_eanGOsksD>{)kJM}FeQ
zBS28a_P#n>#})n(@)E8*R%3{4w*mUjuGQB0j$!=XZ=c26f1i=YSOszXUi+T9Mcxh6
z!oRXl9uf=WrjU8~Ow=&p)P9gZU`HFV=_WSDI}p2{n>~KKhQPPK3r|hf>3x6kAHnFG
zsdKUR^KUZ`<Z{k<92Wi~{XEUx2e{zB$v*;F-YJh2!%CQS2MoS_9(p+)bt3xi?<GW7
zpAP!=X6j3=gqz_5UigFKO1_p={3w5nb>Kha(dRI}YyZD_Cvr6=kGDe2a`RCt>?<i+
zU^A3&t$JlDe?{(S9ecQoe`=RKZt54t_u&JjHP9Cl=^h^ef$X{E5IocX-tE38$aeg#
zU3h)c{@J%r_ok{=Z(7=)2bpmFF}8t@`}(_+m219kLOo;wISZFdj~bCpA9T`OqK9ug
zYi3Jty7o?>jMAR@*p{P=1mfs24M^gGHh$jeAlA#=gGF=jQxOm6JPfJ0-60XHo>8is
zX`(eORM5td!=`WjWmtOYoky~+XWc{jeI7hETkTiw_UFCIMnaY%%t}Jmx?3Hcm!#`9
z2b(DX?!IKbzCZlp$^_ZF^73!My#RYFxcu}*I<ISX08HsF4^@k8vzL)yOGwR5vo)z!
zhKjO9B@nO!WqLb$QHI2RXPd#-cg%UWZXf%GUyROSfYMh~5s*fEjM)1eWs<RIh8$NA
zbQAee6k%<QUmoqjs&c$7{8_9Y-}Rvg^oFfsUh3VQgY>mn3y0Uu94r*O5(z@Oeu9S4
zIu+8Mt?*!%avUjli!Zsf_zW?lnq;!ZW80j23%3%-QCR^SFXF1TcvcZhRgEk%#WpXE
z62N`|S6KhszonJ97t%`p3u)!|?X|CWG3l&QVJ+YveF|c$5q9sUQ;Byb%gti?F=;j+
zDX!<yyT3N$h&6Tdf6hZ;JG$aZY0!EHXHO?+y$|W-A*{Xowz`$HU+;QPDD~*{aB<%z
zg^Ji8HJDN&CSCdjLtH+!<Xh?+_`mpa8*)$V3ROe=6^eC~ZE4D57_`2eG-$v~7dAVW
z#irM^9}2p20?Y%k<`q!v#ghKk76%X4dFwjKJ~&L6k!UJ*Sikbne!dW8@H@H?0)=`k
zR;%az?4=~XUx|B}8H`3!ZREF*Vui0WKV_uO+#>2|jguIUOlszDo2I4<vAzDL=WL1g
z9dl1e#a&jl+Mm}$N}e0wdu5P3#uKNKz8}?>c$vHVEKD9dGwhK%;vg2%+3D8bJz*}!
z3J-MXB=*+rBsF;DfI^XZrN?{kjSQLHO2Dj>`oe77bWx`J8>@K+FqMD2sF#<wJ?eb$
z(en3^-lG<waQdrLT4{11c5`h^#2VJ<E2FOxGZ&AKf1{8(FjpF_+KN{kqRb5;G%pg-
z&U;oCpikQe1I?}#SCvO}Tf--a{W+oc)>>YtJjKO(+K}kzr?_BOq))c|m|)q+pe^<(
zy1=)sF4&1zcP_DZ)muxZBZ6}!CR_7M+v<#1T7gzPni?@aGfUqJ6WYaH$M_w4Trfe;
zfH>}Nt>CY|<I4rTe>=*0#e6VmLt%M|*bKtO>6xK%m&D*x%Pvla(F3*48&ZbyPD4B9
z$KW|1#JG71Vs1_ct@qhtvSvRJ*HY;Rf{+6WJZ~j!%XyYCWHp@T-QpNIp>h-&2Ffl{
z5hD(zF^cW+IMp;S_mY2h`YC00uk%@A>s8*X*WC@Jn0*@MxuK|vS9)MAnym7*zI6Z5
z7L$n>*|kmxY3uV}r5_O7{VJ547efDhPuC`M0qJb#O`j0+1Y<s8KeG>_Q)x_npTD-Z
zsNXxPZC>h>3N(0#v(kl~U)e&2dtmLWhmI`#DcDRnW15EJCw}?CIv=a$vwA|X2X%;5
z+7Va03yn|95e_GozfZx)PGR1LRg|;(y3g{)dThfMuluNn5sR2YXp9l(<KT$eAF7fT
zIThgz0*COHzK>5L>fD_=icK)L84{xs3Dy=O&o{sTkOR%dfNpx}x_4e=o5Q+zztGkO
zfA`Nz=>l)ErbHBG+$Uk^sba$4YTk5}{Q7u)Hpz1JsQ&oGfa+R%3q27UX*ZZn8`4UR
zEPK+=AD6XY;zjeW=q<@@ZH|hJP8FuE9?%e8He3C&Njml_w@CF%+TnV~w9R8PoT!So
zual11m%1rb#Z_;MPZ>Nw#Mx;`kPYg5cj5Q+xn7c<<!O&;Z?l~uhcJos$A3-EZ^oLr
z6vHsh+j?OYqr7lAl^=oc@wdzA1(F-{cVMguEbm-BZ9d5_xpg|&tgNsPcd|dKp|NeK
zWGELbn}2*k1V~&pwRsvbh8f(XdARUI!2fM?^y`OlqAFQIk%h#i?24rLh0E{&w=}Y_
zFjfXBvIx7+JYV@cU|wmg7TCITx0f~H_|o6&p}gi$A4AR;>HNMf*9r?QAn1t~B3?~b
zdG1BBRoHZn=}bjL%>{V)i1w1Vn{*}fB?&{#GrFV&Vr4Td83|+W*WXM#xxxHr?aIdX
zf4j4<8i#yf`CVEJC{u;PabyM-v9L1-x<!?FGPa*Z2w7%tb5H+-VdK%t>2gs7wA!Z2
z$A2~mW>D~)*lJ^LDg*TzcyfKZ%zM((<w2OpW#sS{o{9!3q)4%2o;LDXwnFk^<O9Y0
z1DPoU7Ha1qyE-oLy%Rs``eb;dS3h!dE<B;#em&PNXiUOrsy*tGSQ2q!+~AOBIBASq
zs&1fLh*^BwS+b5hZdg<K_7NsTf5?nwN*J6PO5%&E(958B3mm?KH^0-Oi=xq=4%CPm
z)Kk}dOD$4J{G}ycGwA|}jH~!<5|;Uk2+m%g+a9ol%epfl5>O;)A21M$f65?Q(s--L
zwOu<uyEL6%SvHPIB^4c6QHC~(LA=yfn$#Ia;7i>j)8oN=nkvbxW#+V&I%*IMRm9VY
znlV`lZ&#{s-+GdCPbz@=78y2|q7%`oR82|=og>a2i_%5T(SmAqP0Zk7Q}d<8(PRSG
z`0=7*nWvK){~T>fd2TxRcDYdIZ-4?Gplxs5YVkS-=-ZZ>#gVK&hp#@qi4*P8aPr;s
zjfvgE*pduC8lGt<sx=deWb0#-{caAwMwRtU$da^<dkNCC`en{G(#xzFCYCnx0$V2S
zH7zAL6^31H+Ff3DGJM82Bts&5)L{=nBOfw?>26i6MQ=}<134JmsMU{?Op#o2hi_H9
zGgP9XMFWkU@I2w8KmO`Zv@_+OE3fw0_6q*vzx9g0`uCMn|L)eGrGrK)%20ETBUEYB
zp`#g07U{7v1GeSJfjdWV;xv-0?lj8p6!Y7BWSGfWUEe%!*U85BJ+v`0T+row46JO+
zqC8_#m#Z5vYQ5*?sS6&fWHQ%=qM*EcY4?NY!wAfc)R&u}f+O4kCidZXqE3))HOX8$
zT<;Dvr1iRySM7Zm?W~Dgs5Kt*6CAGH0+-Jhj0?Ny)pO<PKjngdV7*$9<km)WUTFf_
zdjpSUz8l%M5lS~m!voU7o%z-_xvM3ELn12(06#FGTe&PAH>n!+9L){HbEf!GeN77e
z@>z?@ALSyH)FMATKvSDnrt=t&;@r~Z+{g$r-WtT$k|OIW(lYDpSa%zhq;CoUKyUAB
zWehIT8|sCcg^Ei;+1nm!Ct<lSBlU?yoi}%gCH2J7I1`9x1tBFYf>)#|L%7esh~}^R
z;6{=Be^?T2qT4Q2kYWX2zX27t&*SYV>fi$+u|m9zkSuAb!q@tV5URGYhrKE)jFkc@
zev$Qgei|cq10CU#cjp*la1y1hwh7RlR(->!?5!q<Y?D-v=I@`4Nw(<lN3$11jMsSj
z7_46v-Wu*QV;+)u?_c;*j0USO-O=gdqQGKx31!FpN8R>Z*ZL12=-iSzC&RP+*?`5Y
zeVr7tVGdvNu4h3^wUBG1Xyyh)$mB-{G%<(as~A%_Dl5@zMc}LShDj-8jjFW0y2?4D
z&++2ZtFkW*7{vm`6|Q5`)9fYHbV-qw7NM>hS!3{RB_t*JPPu7X%xWi**z*utd_68<
z5nTVtE{{_!oO_6rcSiffv&D870P!Q6-fB|}PMkj@Jnh^6<<fYxg5yI<l_2>T$lBE5
zk|}rPff#Fv2mMSEQA0zm;wYs65nXYxvS2Bah39=UvSvS1EOv>?8-|>`o)aTlq%O#%
zBWJLV5R2jTB@#8Ya^jpyCt;^9h4)xGx|5rcA!!G$9}|f!O9Z#DFtAc+)jU8LOrq4K
z^&LJ|_H9%6rF)YJGCadw^eAKW-^e)cc71+foBcoi(pQ1lQGsP>&Z3Mlm@38Xedb0>
z`C%ApMua&+*&VuAm+nQAkwH-^da4M!O$iOE5DS2*KE>NI*5@4$>h}GCU?VhWuC5Yl
z4KRRSVTy85aNU3{b(r`xkt%tQklH^UeAV^J*nhClX8{V$FG$mTuhf|k`%(9ppN!Q<
z2-@j8bo0*yh&4GB%l^{uHREE>5JQ<pZLxKb`Fm%HMt#}gde9CNQ%NiD(RUW&+%fjq
z<4ram&65W=*|e1u624_IxrHLPK32#U3m%isf|OPOVo*ymoz}cw4H;DW!55C`2_EZs
zjp8bPELIXDmTnYMbYy&qqDZkzWKJ@3^)|!x`Fj?C@HDJ!R{gB?-J-oui1pY+HbP1L
zkkYtODKGu1eh9lre!+*IA2@U#S`^ryKWp%R-DA@1(0blm|NH_Vt-E)=+4)N(7zT~3
zf1lQI4`R~DtT4HlNgMq={wHZ(4x80+p-`Ksl%y@+ox-RGo#K%WweMtLNJ*-MPrS<#
zDuVBA(~ICR{;25p22_0;gHPI~MLKBTRkXcZdG(r%pi5+AaC*Mdm?-Nrzp|kiqhl1Z
zE^RoImJoWa&un&9y`ym$Hl<8%M$!HW?o+h*xJI|{?|9_5`Xc~qob&fa;G!NXBD>s6
zAAfCL>0R0KLKG9e`ed+A1e;WB6WaB<V7*|9PqOCWE#$p44va0XRBk^Mv@u~4*s=;8
zLrT=SXk~VjGd8B%qajg&xGXXqckoFH-*K(=O=P-wAl9PBZWm+5>qA6pGa6cKx!ToV
zGDg*>{%Z&ROQ&}Om?8cQmM>J!zt;u?6VyRl^d;@q6dJP0DNb`mGFwuJTy0?>>bm-T
zs*LrDls{c*<DIWIGJQ&MMllQm)T#+8&qx)ZMaprRtR4CE`g{?Jgr?EY%fe?hJAQnr
zM(A4J7mChmb6TM`vLcijM(}CoQ}eif@KhMGV0-<b4~@W7g?9C%sOoHycl2UM2vsO9
z`J*3^nSpcquJn(m#Klk7w*Z=QYj$?U@0jz_&a@Rh7HkP2ISjrb7Ys*xwC|6tNL$tJ
z6gJZ;!9pvi53PAsyuk=brJkzNEbFb!l=W&y|KDTNsy~8&hDFO6AS=V5SPy6$ISM_Y
z>1}-U(%tjY2Nvt4*H|mdGhi&l7eHc>N}bpItIIFyH?A#vRZf;~!%CGwgk%*VPT{@+
z2I`WAdNaJw%pTKFDc$;7(LoV^{|HP_T%IaW9=}jB{zr`SKH<+8=lG8pr!)^HOD1G1
z;<|iRb^3Fa>nv{gSo6<h#(ilpHMGWY-IEQk7YtXKD*rYBoI3;rb9tIIwxdOkV33e8
z@cdBdc&_WMS5>MNuomSxQ4&-jE51kvPI!z6*!`d#MFzmq>DDdl_3!X=6zXP>I_hM}
z@=TDa+nvR(N~YhS@Bd(?oSNbjBod)`8Hwk+Aa;5AiTR=^Z`(4Nn1)jYe{qyg#^@&x
zF_KORNkgN~cvCL{Z6hks*_C1Sbb^6<2phvA27?8fJ6X5~40!mx1=e+-9{M<|9t?EG
zCAMk&XL5vi(osZe$E?+7ulnX!6lA$YtEBS>S$2G6!W$V%#$gIR1k5H{GZFUw4rY9v
zp5~jJf`M!XSoX=JK*awoDvF7ZCPEINOE{^|0>OC&7)%-?0wMYvAZy1J+;p?FJOM*~
z?}om_*}lNXbS2<7h`cHRX!dK;z*V9avy-}J;NKJvCG|Mmw;LU_(s_8h*DrWnt9I~@
z=%r@hEuZx@i04Tsetb4NP|3AW48KJg*KGwH6JGQO{zoQL=`??eA(W|I)nq#XJWkXh
z-x0amYD80&mV6L$N96+JY#frl#ne#Y@$xK9FW>W0@k{A13s~_63;65Gs;Xd4EtrDG
zqNn-)MQ25i{-(3&>NdG<kJU%ZbX(h}J^I8OU^K_s*!VC$TOR8~LPn+yMwZ@4h)zT?
zbXW~694S;Lidulyykexrwef5<HO(GI(-L-&s&Krw62n4mHgy<ii3-n%dJouPmcIUO
z&iT^Z<|+Qp{Arjbv6JNWsDu&1xTrByMZl;-R}1z~^N(I3Ft-eF9Troyi#2;fCpKoZ
z5HP2w0Qb8$yd$Ri-}XjaZUR-c^+bSz*-xI#y_Tdl)^^vea?-<k7w+%HGG5B`CJ0H%
z#x_=NXL$bX0y;@MIFN{{cpul9+!YEDbp0+mMe;U`maiJlpP9QTN)$rDVes^^S8j?y
zKZq+SybX2%U!hTJ@KyL;l7jl1;qs`#Raq0RDG_F%Gx~%Jm^}BTk^nHCiI?X-pY>^A
zN5Q@l$P!re>>PLQLD3J4wqM~MBY@=;_{Ru{h$3TftC!o0DfU-FA3C#+mKPqL9_d*f
z1S<Zjf#A)dY(~D+0^CaW<aaXhee=$Wm)#G&^*U=eFfK|u`nYjc_y~--7Q0Dd8X!LO
zDs)W{AaK^lO$}#m3tzc<$Xr1bp;eSZaPcH5iTnjw0ki~!5msJ@aTP4un#_bG_fvBJ
zIlODOfiR!`qMD1vnm>N%eQ)W{5nii5-VgvgCshg{<$`a-uV<x3w59#rH!YbTql>dt
z$`->(<&@83P}Xr@E@#hWZFAR6c%S=`lJVwSXkV19M((QEz(UGX7=F|p`Z&`yYV2V8
zgT70~4gSp3B(_?tm%7CIl!e{-AKrK5diUHi-Cf(hNU!36If&<MER$N6f8o82Ol#g_
z`$>$37FLOYfgyYaFWpY7dg>pIVXy9a?C*e?U^5$V<^_{wmV5H6BZWOhnI$C^d{}=c
z7inS!y@!<xA)6qhhbt?laEv!x^ee_(vM-RRQz+9N2kOFTP+eX>*ivbbC(g|KQu~Ah
zQjxEvq_l2LIZ<JLRzWl&2k#Nu3Nmi42Vf3Fp(UgVuB;xbr~XDwNvjT!UTa?;@(v=_
zlfd+@y!ZuAZ-I+-CIAprw|mD*Rb*8p(qGdvw#(Plti1xW`KlaPsZuJo)VP%_4>ot;
z+%7-EvO>Q~Kg0telgE%u1h5(QQBm+?{3@^$b1j=*%vGO&CH<^BZa;!^8*jgf&YcJ2
zu_({SW9^=v@QhtQA14K7Tb5bMqisa85ff%DkY28yPV;O-FpCrLm0>73GS|ps!gHAJ
zFZl%LwYGzULY^oUzNteOfo{i}p<N#C(<v%o+>~&+cEsiShk(l+sd4uQsN7e(@y>x<
zgyApc->E-}wbEwd`6a!%4F02Bg)mf&{_L)nm3wt<k~Hg|gw&%I@xb%-={cR0^uw<<
zCwu|tJeN$}!Xy~L^<zq}7(h*XL<LE<U$20nRF@$-j!hckyK6(?rT<SOtd6$;RE2SC
zb)%-E+tjo#$0UYA&;Ayq2J}gQSZfdX1)bI>DMIN!T7BJ_k-qU>$88aezq;U`y8H5b
zf&MRl+eEcOxAo4I>{M8FlvP3`!Ddo<cC&+M1o2+j_{z5VaiOPfgna(p{b%u<E#rCg
zp(^wt8_xvTit096JdXZak71c{E^`E>2|i)Z*{AYFk`d|e6{eR&r4~~qx1>!|!u=m~
zMPOfh94#Qg6%tC*dB1%;;nHBCbl|R5<?Z+|VK#KqhaI%{9$cQYNczg6?cx7MEDZo+
ziPLGdTljbpC`IMs1Q>a8ky-x@V6rRy*?*Sg-c!Ri6i6A4df;TS*YVc-XpZ9vsdMTt
zc029!zqqBzxBqPb6<11^0||HLuo9Oy?@CvCL2aeWiQkWhPOB>;h5KN-dLo!)@01jZ
zV&z|tRBE~9elXZ%zsNFGX*4|Pi771==(e+L2e@AlVf4TD0()F&y)jV`>J8f!h<?W-
zcr5RWAS~Rl_z<I6OSws$^L8!J34Y=F^g)w#L6AvQt(cUMQm)Nj(U-!qmTx~MZ?x#_
zTv7L}**Q+OnYz_}W#qWkNj3S?WQ$bF(C3A!$0B*sA(}0cXD=S%-xBMZnN3b#(l?7n
zBj#<z<y!qp<8eFXyS2=4@4hW)2hFZYb_bi6*#x(q(g_|5gkO6>L#)OF?uIW?7pUiL
z<V9rq_Ysl)-ifc=?`UnT7ORQtRMC20Jw6#Aq(9}{KD*vwkH>kI=dt%Tsx@XxR&ZEi
ze*iBF!o$e&YRjowLxSWs@V1LtO+M_ttN|&&P`R@7SRCp1c0^;-hTozm)8=<g@AJ9#
zh;rbc2f$ExGajF}dvEi4AF@?-F-3#(I<$y|HM-EE|7!WbFh5dKBrQ3c$dyWc(UX78
zy*>Y3G#uVzpXy=eg&n7f%GA%kP1Yy4HO@@}`Sw!~lx4_-$L)v{KT<aQu95z?FN$-q
z+$6)42+hUF8DeCm$jy9~B<6`(?j-f9+fxM4Gbk-&lSgFp3Ik0}h~%`Hc80?4Le^dX
zf~(wom*s%v;$0J#t&3j>a|l5z%|G5|et-1EEYW|_FTL4fTyN_J%J%WVIEW?2%f%=$
zA{dAndQ(mDqf&VM{AD{{=ouJq=3>C5oQdx{73E_fFv~2*`sBKsvy$R1J~fxN8kNm+
zH~kO)RRlv2PXMPZvU5UOL}(Vw%UL8^;5`bPyIP=avGtWQvF|+&b!a5!Sm$XQ>d{{%
zDr23l`LvW;F~LmT)n@<0=Uzw&9%TmLRowG=koywXGmOKYZ8&UsAl^@ZJZL6tkRwo{
zR1o_zNpI0%AIk6gtlX`cic7bcY_6C79UT0+y8i1g)0Q-x33(Nw3|rt~6yVuSTgrh3
zBRhxi!pgK^*Mm(7p9`Ahyt&I`{b-esWK^PIyjjAX=z^>L?^kfJaN+9&x31RQB7LgS
zFK#Xxu>NmkVy<rX=^<u`+UUpEHsc(yTMN5o`D{3^LVmp}|JURCeXXV`r^>L-KN*gs
zCC{>rt9bM5b6hUZ^YS%zT1vd9)c#>&+;@|ZqdzmvS=K+^B$N8Te;|U5gDv8Uk!0%p
zlOuxLDtDE`C|j=1b@pJCqaOwRv-0|n3m2$Dq9Qc5hw$>Qs#1R040%lX7b*UTQqBC;
wCRE22mUW~#Nz{C^Qr<kmDE-&TM4#a@kebhwjh_HF(_eo{ips(BMV`I<Uj|gse*gdg
literal 0
HcmV?d00001
diff --git a/log/zPythonScripteTest/err_n_plots/IterPlot__Vp_Vp__fwi_FWISO_iterate_m_allshots_5_1.png b/log/zPythonScripteTest/err_n_plots/IterPlot__Vp_Vp__fwi_FWISO_iterate_m_allshots_5_1.png
new file mode 100644
index 0000000000000000000000000000000000000000..1ab26086f75acded8ce7d397bd1804c844c49553
GIT binary patch
literal 38631
zcmaI8WmJ@1+&zp~Afj{&GIUFKh(m)kIHZ7dNjDgXL)S1gNDSREG$`FjH%K=~H@p|<
z{k-@6tp9pG@PSz~*PL^Hz4t!juk>09^AX7-6ciLp8ELQz3JU5Q;O{#cD)7p8_ILye
z3cNrD{8G&|VJp!k0e|@PIytt=g_QZ3#+_^o6=porZ^{8gX&<;}iMZj^NU%ase~d*3
zZ_5RjH?Ev~5X}Q^uHv^6n6kL{BoJ)h8XHyMddMjcQ*R#~onxWCabXA3ojSo6$;X!0
zV;<WHv7DTy%TuPkrXr!-E+f-ma$~=!xjhksp5LWW^4hE&{q--jW_s^JFUSV+u(J1Y
zaGq>$W53<mdw+gd>aUY`BnF`yk1fOlmd@u2UD|9zrTT8m1d-rLQ}@>OqYmQx;0^ie
z8<tQBjZA*Q#8k9(X72W(O)J)>r7xHr<&IX;nm}pEM8c*BNE~=X_=CHYC@3GKKYzqR
zK@m&;A%=#6@_eA#9=WXHR!q4c>|PLRjGCvBZ)jZ4*2)M^reIel7!o7FeJ0NIy(7Gc
zMs-n=%E>9lg#!Ek@tC*I@1dYznZLjS&Kb(3HEbrG?l&Ixf#iPj9lVq~FKi?%z{dE<
zAd0$N2!tfUfyEz|gIN}alGBdj-g{xj_VoD|QxuG9`O(<?VG=R$?aKc9NFua5C@5f(
z$G*T$Knhyi6O3*ycde)$l(Vq4FYtaZ&2?;)l@UYuKg2B<slbuFy?*f8vB?LNLT$C`
zctNMiu71u;lJ@<3cj+%}3I307h<oFDAGMyjd8id*?W@!iCOctdLu!EKiQTWIU!$KT
zJWW~Tw(C_4wFf>2@8rF))_AQG5(Imq^d#<CKaQ3In^DuE8~U$@1USZ0tO?y8Q2&pU
z|GU33f48QOt(SqhNR_12$OD~v!8>?KD&J$*Q12j_qK}328j<k>)Z0;*sv$9Wac5)E
zWHLjjSy%SO{hzh>J3dSlvGdzYVfgcKe;3d$P_WL2H9{&2u(5CL@Sj7&eDH5Cz@^&r
zG_#VQPu`^dpdLs01y(>8{0cKib5b@S0#+?EzPE`%5)4wA`;bHPy^sJAkUP#<ubaV)
z>F6om^&=k}bH$DSLx`KDKRM?T3W4bZ5TQn{XCn09M*3gh*KXLO*{Q?Ryl1XXafZzr
z%w8P=5hq#58i={n=6M@)2hQ?zu``3KX_tG$3JX`}!u)+)t|3O0YQ4@l$mXjFwdfgi
zbEDDzBgJUb2PT{QpyB<dlG6X<3;()#e~u(4VLG~Xij>a2x$hc2LQ-vh3>|^5_lb>C
zx5bJ(y3ouNg^E{^K9QM&D5{vc8Ywy5IfnzGkmaY9><LKitHklasYgj|(^+H_R%#EI
z<TComMfHJsT>9HVe+msX()vzwETy?y(tmvlwNB|N3d*l<zeM}`s`jsi<-kjqHKJEz
z!5>E*rk`HzU44oIAJpac)vh+$K`iz4Za>|>ROU|=7>MC-HoT502lpnoqS@fJ(k&|b
z1f92A>E;aSGCAKvy)h${m4@a^rUF^`)%6#`Sqx+Zp}u?Hz7UASqqF~+Kv|F0!rqq#
zskCk#wMgS=xgcL-<JJJGj9h9^8&2v^aQ+@U#8j^^f3sxiH`OmF&SVJhRgC?D)t%r2
zSTq`DzPk{!!K?*(FuecGFntBaw|b1{T!*SOVNZTq9;Mk(QPL2`N__scTibKWXD9+r
znLm+sFk;&`GAp%wQ8t~1&*#y(x}qN=2ez$0oqJj!n46ydB5gezcD~oOe_Xhp*FSEn
zzy0zi$iq#3eJ6kAcK}L_n>gdm@Ch?Ngp@{GO(Wx>XGaXA&W;V66>P^hf$|~C;Rtpa
zK83;7+f!yE5J#Qr&`TcK!?T2alM%3-XoDz5kk;(jEc(h-hQ^5N08(C?<m;<PAVx;U
zlXdg9#T+mG2Zf42;u~UMWaPWdZM)bQj|Cqz2JTEdF1U#>)pJ=VZMcKEc89R7CkeQ(
z)*}@~v=4SkKqMl0*VwN-GBJ)fvrl(|LTBAv?9_*mJ=)G05!tM|6HYt*Zrxdw`uyf*
z5J;xgc9gAQJ#Dadg7IiFpLlG~NM*?I=<f)x8dxYpN`{@UY|ESqVTim$Zl|fCJtjM4
zaxn(X8Qn`E0ERQ##)ebi*-y>7EG3T?asoknZWwV72U6r<Z6mpi{;?@ypObW*$f2v$
z;Op|rY1kZdk*c}8i~@Dp3l%h6F%lzr^4@aJd#BwHRY}CdM&LN#ZynPS65?mgT84yf
zRI}9yv0XO6I+!os4uAIXh=LYWodr?(9lb_OwUPU5^ta8(Q{$z~R(GyDMGfyS=U1*M
zvdJeoUbr+|4!=&6Ek$ZxeNR&c((h2=4yAc^*GyfxZQWr?GGplq^JIxJ9X2NUl;zJk
z;dqFBTW_7F&gDvj@PSqn{aCr>dCDtyOmfdR(Y;#(GzA+X*Ns!QdY&t(61m!Cbg`eM
z(txKzp}iuO2dSYWSp67m^)AcAZKTn*N+St_o7%YkXN!t9ZtvCx%E4+XDknX*3HB4s
z*uoyp=5KzL_VLu6O?=9{<}NK@Ep}L$+3-Gz)}Qt6(0nbBDj^t&ew!n(u!Dt{vW~VU
zvHIs}k_+{8hc6oAd3R#YXY4^1lStRb6N4V+)5XCZ&x74eFqhSv1|MOkt_rr~F;_h5
zR1vSvg8KEK%;d_`-yenj>BFU`o!f@`L}#Z;>N-$vYZ4SXzdIJIKWQ6w)F}5LIyO3^
z$3Zt5+RJx21`<ihDl%1M!44KM_?dj=s?NFZV{H74qH@RM)z<^sRIl@OZ>LGoI+Vet
zkKb>q@>@~WjD)uk0_?h@vrp9ml%f}?qlbEDjS9<o3~52R!UsQJSIoLA3)!@*YU}8n
zG`M&&U4q&IqM~+sbv7H8SSU3ee4mVZ#?g4{*e;LklN_GAqDT6}otJ0ZCU^Z1M?@pB
zcq>W#6*6_PJx|l{RlO-%=BG-aGK!I``eHF<=&zXVw$p9G_$$VnjS&TsL!*ymlrC3a
zTL%{>i!&i?G37dS>>iiyk&Zs+<Ovi<xDQ5oo5v>ejSvT^yx*H^pf50V4lA9*h@nEI
z?zi6a^L*1+KqUodd!tnB;nFk7DI!qkuX%SizQS`bV++h>=<1d%V%!?6=e0CC&=enD
zQW7#-`wP}^wWSVnpYI^1^I4J>E!RT3Ev5Pczc}^{2g#@OJKy#4#0SEiHePs7y|~8Y
zyPk?PWd8~!U^}%MWyQ{2{9~5-MJBpu{Z*<A*eqve!5YOXbxxz3{Br(Ts+lUH*psXM
zudD<=k8({SSp@c=BH+d9nZ~CYr-ejBw??g}CUBrtn7H0<#$Yqglgd<xPnN9$bFFnR
z45n!Bb6p3dz<+#xB6nSCw{RrC@c`wf!9w}M5Gjc;s?^li4U?vyK<(StOE@CO9!GK;
z51@OGjAW~}5<ensMoc1iddqB32KJj+6t<R|r2PviX~-HY>m>s;bPTFB-lTdm|B5Vr
zvKzH&f6jIFMytf1<?XQlLT@Sg9{9szfSaqPE-izvsEz_v&zvt)d}eito2SieR-sJn
z5Eu2{^G;5teeklBz7gJ#uet(NN4S1mO2CSLX>!$F3Q@nt;n2yH4oi(ujwV$27(_3^
z?a`|qNz9&~(Ei4Ow30r`uZ}`<CodhAStpAfb_9342Tr(uobD9n<xEI|(_RyKuBO!I
zy&N=27l^ARu=2R>e~s{TOd<FT1zJm#%pZa<8WW3?Rndn#NNZv#C(Ms;S9*0$lQC}F
z!(Tz<+?9FS4?$WdKXN)d*B$4O)-|TRTH;_JD5Mf!jIHFrS@fgVMl`*{AFYR#gv5?u
zqTKc_WRplbMS+h4k)QM{yK67j&pX})KzrkaIvcPK>fE~Gy#;boGBQ}L-7F?Y+Od~n
z%LTD+J0P<dp|yK$#cP4PefzZs4*jhqDxy|1wfp%Mgs1vfvweNpg^D=+VU%@(j_q&E
zaQ}D?m*d*Nb~F1cf3r#Cbg2m&1X%6iMukcmA?D@&uUWn6nu?KHGUdY&-Rp~$$+c^?
zljKNFD|@jL<6@KdN|7YW(*kNvVMAW%PpLCVruAk6y&5v>F`3M9HA~J%s0Dwk6QJ?u
zrd5~FG_S!>H8ULTTTrcb7Ezz@7CWh>WK+FENG9_zcnn6-zZpPROt45<vwX(z3|B?A
z#mGj@huGACn^By>QpOQK$X>rx64oqXaUh5BHZHFp8j!fu)y_EYw~!N^KNX;+l-qSu
z<@rS9+1j{iu=mQeB6RhXa27}ycP{x&LpvOWH%4viE=LuwmPe!0Uv+0><;q=L5Qc7z
zRYgOeP>eZjGDzLGaB6)H0vh~pE0snMk5*@5p))={EkQ0Kl&N}k)y4w0qeyFP>^eb*
z-B26%EaI-R_57N8pXtjrUj?8~skmGR$zADnVBQ*IwV2tm6Q&G=nw}Qzpyv}k7Q&0Z
zj;4@pDKJoU_;!4}_xrN1r_0==7VeMOj-CB%D)hM|ZP2Y<bN~gk83BpUZf9n?qy)oT
z%+DS0HU<0T(U9}WSA`ju#*Z)-^aU@+<VUgCpqJac(O17)8(6fFHpkm>=j1WYvv&up
zDJHTlM~{-E;wv`IHq%CmjV5QWm-nbbHzQkgUwpdpU$IEX&9Ng`<Z<7y0+DE5*^nj=
zjpX@}_0>`IM!nZ*^8?!fO!Y~Tvy;J4(bF;myr7nZ{a)c+|2EsseR}EJYQxpHRiWp3
zo=;fuo+iY|XJv1&SM<2KV&-af8WNbBgR~tliG)@=+KiT(M)#*ZO!gcI*R4VJNqTV7
zN-o+}!8%I&pUNvPp&Q9};e;eIl!MoM$k?rNRkK@qpXj}E4X)Pd?JSQzv_WU`pX{t}
z4ghnme+l7AsSd5SHy!qq5v_~qHp^kfT~If)^KMpIH*gUy0CP`7%BC~+swgnu9gCE$
zoBtRX3ag5^5Q<?p8INjB$tbIql<Px@;ZFUyt!z@*9~5p1C!RSINDs1_^43PzZ-fKI
zGr{4=Oce5XzvH9FPhcGT!2IDqv*h22#<03WTV$nU`Pzv`ywSLe8ta$2t4x4#vxaXr
zQT&?_ZI4q_@zDrJ{2$P6jdgV1%5=n==#FVZ8#BXJK?dFNq0oUi-Hhv{!E+8`1~$8S
z*)A)CP`Ldmr8T}L&uG^3b{(Ziic%(@0U}y5&g-)SyB50`PzS+iG`|N@K9vcdhQ&oG
zvS{Y*>n6EPzqDcj2MI<iqb_6rs;-XGLaUaJNH$rG7wIaZ-`ZXEvHr|SuAw(}KdL&2
zK#$hrNGaEz!vNn7n*VEtp_<2$O2cCPfG2BIvV`tWLYR-<0cY{EHmRmn824=<ndBdp
zYJICXeTgTtoAWa~Kmv?k{){07dszBpD8HSt)w=cMPQZBWQn$lvt)IlgV_cU~NNNX7
zp0pBJhpYpPD=L2^3!8=#_b@W1;xstITVJOMbuVC_Lo*nefZ}bQai2?&DblsH<}-x@
z-?s1?RgEhw=4kJt;`&^<CFigMoZ~5W%%0|#;4>rBvoZ|~4)eftpbaTbsdhJ=6*2z&
z@Yzv*U>oleTeaJM2*b+M%uvpwM}|AKmmZLM@1_w#{WxCRnSkJU<j$n#C_=7g@9Jv^
z1+P`($y`qvrXev9ZNy5N(Uqr}q22KnwJGm@d<wXa!Kmlu^+VUiyFxD7xkQ$6>FVgX
zulAzz9Fs;4UZ7jzxRqPTcCj1UD{MWF20<7O`^l3YoeWi6AN}0$Z;pN`4m8s_Io6z}
zEU{;cL6hE2%D_q|0&a7~yYI6U-d;1cO9({EsJHE&UE4GAKz<BDjf>M6Ld^o5>&aPB
zuThG6rd*+m)q`k#w}z~&UnO$13HE#8&jjHGr;ZC$p$f^owk_9JM{B@tj&^+Lb4x6S
zAAm@Bk5&b3EE7&rJ2LS?6}`@{9_rDihEsL+iS9I0e)hn}$Ip9H<-I%KN0EG{A<=TS
zqwjL9Pf=MQ71~?Ex_mR}o*>*e3h0vJUV<A=4-t{QLiKstUwac}>5>HILtXT-1Nnja
zdH$<OJ+IR*$2wHxh!*?u>?p9oY4-%kno)293NN);kL_y1gRCF^;JqYKVK!b^2--u~
zaZ$XOx%y$jSBluz;Ama@^*W#Gv&BNPaiEhP7??MbgzLL^_<p@UY62Qlr1j+G*P7(P
zZM@qW=?y_z=`t=IZK*nUx8Diw>N<C!;K|c>zoW4POf(L<6}8tXMv_kr^mUy(?t!#w
z-{o)YK_(Bx-stsGNw9<p@zf!a-m77Hnx4nGdy_MDHJ9szggE`RZe7tV+DwGE{poi$
zCnta05DG4!^Ey=@W!>^O(_JFas5eo-$9CE&aHAbBH6;Y)<mb;88E7x;O-!71cCvug
zW*TaeHF}cjV9<K!vtk977puRMq$q}?p(eHa{udgYQma&<S-zqb#yBG8h-}>SSZWJ#
zA^7~M_bDn;`r0yE_Jt<>k5AAu@PvV4`Dj@>6lS^d*d_oh(v1@=pc3rGMEFQR2f{cU
zKLr`)Bo=*8L|5)hnJE;NYT);-;ZAR!4O9NFAFER8Oh=<%qiG}k&x&WcQg`q76a|EG
z-}`OIofb|Le{Uc)I&QMSj!XEvjxb#i1&_hSi!DtirV(7_XjYy36XiF3OI@|B#_48h
z&zjE!oPd{Azb>QGsgB1w;0b?vn$|0F)<R$qG2edzBH=5N;$)!^svMP~@X@NO*Ydt!
z{1`}^@V!OVojg5V<H?cAVyV)?kZ1hgkz0qP$g7o8e$(VbV;f+YCwD(_0<Dkkggx1s
z<SK~pW}T=|90yw0WFLd=b#C?H;hKpGHe!y-<8;nYLA&mstr$DgHKMt9w9(UaYj8jl
z6@{<8zucy0ERjpA!9Dy9q}BN8j7OKKPFWnZpmyH!@{GKZU}L&w@^mHf<bZSMs-fn(
z&ZMVx@HHu9B)=&$+1h=ve=Sf%%V_e*X*Rw)CogAA3>+Bk>Aj%vlp9Y&bI09fnQo`|
zViABXY-{Hdkk-c!!?TC3%<8QtQ%$tAm9Q*p-y7XFeQ1pr$C^|7K7G8NWSs8p60>BP
zx_i|-iY3hM>uWB_m&co?*TOX^wLonay<X!D5p;g8T|Y<DcxP#vt@`~`d-&aeM+^A)
z8!O$qN6o67dOk*T5s2jLg?`e&Kv*nE?)XY~k0-|M={_f8FFQ7lPH^8IHyVg^0H)Kr
z`5aMo+i99;ox1Avv`~?#rAg#g5~mA90n<kZqFWaU&5#$FoBQg`2TcEof>B6wRbT?V
zwk#0YPieUNrkXhbw5bm%JZZEABSO%$g|wMgVyn<v`mA^?{gNTZ%PuW<b%NhWve<!}
zxU$_judBW%Oj@lm8b5A9<im0&TF}djAtDQ18nO&_hT<@T&h1>eYm)D3^6$Qy6j%+E
zg}V5mpa!4_WC!KmQ*vH))@V0<BeT3RvB{oc9^3zng~`u?KP>V@`9U^K0fQ0$64NtB
z8#Mc{uTR#59i?{;t|?fx4!iU(9Xba3d|aD8KNWdzEz=Qw+8xcReST?4k(HglGnu(L
z8LcSf`L?e&QBG99#`tIxag+4cOlNfKJ*S0T^p%I`YdzNewMEWcdw|}VBZ$<|wU5-6
z?>JM`=Rm)&N9gjv=!vby^99`7%Ba=(+u)MoqN}_`;(o4%rttYxp5GoA<hIWeIy5vA
zO6oBrN`BdYV%Ow;w5g(_!v}==Y`y0^@S^f0Qi8(kVoiVOH!HbI2r>V+?60v#iu@Ms
zVR{7{3O@Tyd0gbTNHz1%%b%|aJr~}A+~-=3NgnBYSsOSV7KA*ToUz{@HDbT2)+%hO
z*7MoI1Kxme^Eethn;i-JQ3uURHS}6&T-HCfbK;2Qx~(K9sTs)n4CKskEm3{4Q7ExA
zSe>+jmrviP<b)GM!k=3Ea<Sv2Q$`9)+1mOtGuehZ6%48ZraFaqB=2lQl5jOve{bS>
zR`{E;`hu#8V3(b2%G3cB1<qUN{@s$!P!SUUJ5quo-^Svj^OhX6eZMv??#!_RzMgpS
z<#SNIY)!-gske5H3wA$p%cEChC#1BuF734V{Z@4kcqru+DTtAkRlZBA!e(&Qkz}mg
zfdbpSRAlZD9R&rAZFEY>Opm^8%IDZy-Sl`nk%@7n5K?N_{M&vjVhx53wAgFK!S${k
zURzq*H6!196FpqECZxcL0!W(FvcTgJV7%&q+=N41PWihIEf5LUYSBTPjqx*)YtQ|*
zWKW)xK%5Q$J~;UDl&py-uo7z3WqBb*ea%Nu6?{ELl71P*CKP&IywhRmQ$T3s19n~z
zos=yWZF^lLI+>$+9kJOr_I|W<i~<s}M;N#-O4oY5S$Sr<FWNQlv-uvOa=`|%J(2q@
z+O_1vUQ@7}Y(z7btiW*8R{gawQW3egLVRr)d(|;xc(IT_a7paaQ=+pQZFP~khR}$(
z43Ad1(uuxy+Y8lIGW>Y)UBKG=1qG&CXvuhT?c8GaZhl+V!b9vE#At=vpy9YP7XxZG
zg#MXSRx*U1F7>I1P9pghwfTNuYU-ySpN~Tg^o6&GK<*dGwmajhY59At2TwKf^2)3|
z=6&bD1mWCAur%mu)ryG+IYN%)5*u4x-CDaoHKN|twd)r9LSsh`pZVy&?;TIWz*xxD
zu&q2i%J#qK!k7f~E^hmpc=-4_ZY^t=Uou}4&15Q$hdlG}-mfu@kkK>Vn&|PV-=P6j
z|BlbZBiQ!A-WZU3y#?gi424PCng##333m<S-H5(x*FGQUYAQzC(ME+RZ%eEx*$&@P
zbtg;3^e)&-_~~m4%MIJ>Svui903H?1r(n3P`t|fo8?IeF`gEzcu;1ZvUwngMUsBvN
z!Q=Xdw@bmimzOi=dZ1Lx0)d4hNzP9a68BxEob80jJ%E9bwR-Wo?sOy-NOAxSi_gSF
z;q7=<!CK?7Gcy6e8#S8|s-!t(*4mC6Y;4S|j4|9E9Y9-ox^9UvQZQNKV!H+4csq4F
z2&TfT{g6bD^JCEi!RX`>C4|&*uW02JGsyii_=~2`^~|^fe0!{zE?nArqReZeYoE1h
zvp^zHqivx$w@~0!jsD0K#HCo1L6uyyvV<;{U{`tiM7(afM>RThU#$(*6x*E;R`dy$
z4@(zHTKX}N-Xfht(Nd2FZoISGTG#5E^bE_}lMJb=$VC<Vi)M4nRg?MG3ciP*=Zo#E
z!PXGz1Z-Ryq>4n+eRD^wUz9k4QB|%E{7h>M)U6pLv(eG2=*yN$gT!EeOZSJf&`r@+
zHJp-wID_FnjKh~DibI=L-ifURNhOsNO3qGgvRM=@y1n>xAr$QO=d(5bv&VaVUM`HG
z^s}Cp{X5&989&ymKLQ;=L4)%iP@khMPgWNceSB6LfKnWJVFAq4m#cmb0xpa+sjVxB
zRKv?2QLpqIi}*bIkwxWEUBRl#n7$;D^Bu_Xv}nG@z3`h9F{yvC`KdqcL02JE=&>&m
z8l>w5mI?7=Uq417w5ZUB-^HZCH)Rc&2Z(pPRmu%E>f@?QY@UUR+WcxE4Bi=0ppuY@
zl+U=jOy<8%+}#DrJJ6x+4A$h;Ui>W1Boj7qT=>ypsGiYqIA>YN@}|b7Yb3u$(9z6c
z5!<Ubjzd<kFWLkE><Vj<Z$~z1;(2Ul%RThX&1FK#6BWrg5Ar(FNDc&1Z&v2^pOtwY
zH~7doWPjOfs%seD&{0E`dCs2?;=^&FAJBFB)O~sP^1BA8?ZNn0tET(Ea43en5||ex
zXiC!qg5Mj-*Ne$o`>{Ov)*1xMr=jWl^s~^uP?@45EO^|D#%lGTpK$Ews;Lg%nomn?
zPl8U6XLWo@2|fcSyrK1kkFc4KYhPdDl+r;rOGsh9f??-z2%UXz@m-KDq)Msd0c7O|
zo3J&!TPoSg>i!Ne35vNEr<;nl^C$)1vS&A={PX6MSSu8kyI+Zb0WlpN2m4G;${Z(7
zc8s|?feYV|IHOKpX6dWii=6#+WQ<9Lgz8;1ym3m74BNxz^lJI$rDpm0YM6{oW<LdS
zW=0FDN(r^GAS2Rx%*!qA9R==JE{wQ9IMulyEqZD8zNJ8nGAd)=CuL@b?_s;KOC(l%
z;im!)?8+J{&X!0+m8S+FFP`4wFaXgi1>nSUE%sR0%Vd8?)f;>ijV*?%`|clBEN&za
z?Jki>ELo#Yu^@wHJGMHVy4-3HS-giU$F*4YZe&P?q;GZ%mnY77qZW<n6R!FY3;)&?
zrAH*%o_ft1%z+dtN2HqTyDB8FG=~ip_~xrK^qnNP3c%GLCf3J~eVs>fAO6I68)zYr
zKCT>0l87DrI;E908h>8`)2dtqy!JRddc>>%5^b4SH1{ou3RVNJ3K1sFu>7++lJ1)W
zhqBlCVQ4*h!VYxB(zobgW7kVzDI$WugZXIyTIsxJ7W<M>2`k_Vk)*l|#bA6nuBau2
z;cQ8SYE}*ljA66m1FL0~1(IP%6>i<BzCowUH|eE-`ex0;e2f`eQNl8tC8{+CdEitQ
zGn!=(siHxG60D>o%vLXOS5)<Z(aeEg{CO5zhYr7aw|YFrg`+rrxL<UnBL+k!=%}-t
zC?1X}A066Uc24OX`r<n!=34zfHuyt!V|4+p;rj6n?LW3Lbc?Hl;WonMl{%*4eaC)a
z7Z}mL^z9y7%N`sZFzg|qk-z%ZF=c7T4z(`Me;-<G6?Q6Lo?MFc_A0)EONC=8dyT7O
zN1||%z*5D*px4_<g~sfj>;q;y6sK(WsO^*vQ0}gr1F&S44#zt<moGKKN1y9IcX-N!
zd#7Z&byENWUy}_w2bH^4JM^f%Caw@KJ*RX{nV}LC^WM7)9T9B?#&|KNPyGMOT}W=+
z2un}=Lj3Z_-5Xy*375phmUY6y<v5Le8tdI69ZY~LC6f;;!ZJdwMfG^9{oH1_Bm$2i
z+x@Qe&^vqz(J^^R<8c{P=4f{7mW0`1YBQLb)ubn%uQAk7$%sZpd6PKV2dcr}NY-l%
zY)yv#OXY?8t{s<-(eaBzdWCsNb}8^W<OKrP-|dnphnVeoEF#ui^|Fi^g}5+!mUPLV
z^As#AT6Nbg<mcF4-pR~;>ESK{GeiP#{wQM7-^l>*-IuT%d-=}41A?9MJ)D2_2jzns
zd4i{euVic%o(jhnZpE*`fJ{T$l_tFC-^z8MN5jw=LpzPP{4~L$v~`B{*cBh5D%WRZ
zI91|LGz^mry;r3}6_Mu!W8A@Y=?suuYB9Jj?T<%qAq+Iy97aVJq#KY6lnijraJqK7
zHy(zotiL3;MTt<<Cq>1W=81x8mpD$QY5_u1lcbltOeg)}99*ew@QTlcpQeR_%w6v`
zI%|*zckkl_!n*Lp9+=}5e0|An5gt$T#q?V+X}fsS-*AYb0+`U>sKaLDf7#|6PyFy3
z$B)19bJFv>Das_Tz|C~u5zC*L2wgd}vnjG?>15R&ax-)mP5jPphUK@v%V!9sz@;tu
zosJt7rj~AH(%j-QYry{&;Vk`nnRDqAdpwge))K~KL17!mI>!^u`u3pCcT6-4nowgQ
zNU8?5ZgjR07r9mI3dQ_MI+(4TS$&y`dG+0yMqgHAyO4)9R(B@HLknm(KE27S^1NSZ
zMx=s4EFAXdFP<+>;`1sBA-eF~7=wjl)r)VoB<A{q%z*rRAwZP_@{}80i7(M92}e5*
z-;I-kFmK%OPfBA4^{pCE35BJ*MRm|fm)>VBERn|l1u&~5PN~h@=4C2}o=h^vG<K8<
zNV59ZRSl2LtCy8hPw!V|#<9OF&}mid)L|9w(IKF3$t|hiqvg+~70gw^iJX?&4A`R2
zHKuh2!%Bu>U2!6@#a08@C1P^IQ6X55H)Mxi(<h=D%Y1O?`R#Db<-V|l;uE*utpU0`
zGAxT8W$#S+Qo(H*)2r08_?bRD&Vl-i_5CsPPZoe=NBr>&kcv;(QEyZ>f9zyv6!PNu
zZ}RxF{g>dFhXZ#hqkk5CiE;15w@JWRZlp7g)S;3EqpLrRnO_%7I|;)9{*@_?a5pB-
z{BRyEPz=J6@H3H)ab-5Z`C@S|nZql$IDkRH?1N6dcUVEuV{<-p0YCPBbfZn@Z|ucf
ztj}NU<S|4Q@5V$nG$k>_-8EZ>&($R}n#y*11t%r5$IC%`M0dHpRBR*|!cRL8SurZ>
z#!OS8PN%8E`Rz`ApGG=6nRpW;ZGvvV@kR_#qtJ(&-0_dW2(@e1o|gPg;R~D~HPg}-
zM+6sz;W|+lZYq9hKdfvIhge@#)=-a);qmbNl!t!}2$4>UfD@+6zgBx$5}HHgu)d6z
zHZN(kZM^4=%R!;&P@vl51?vf$9A?H6TOOSM%)Daz&h+j0UBkwAOs#CM0@q5pszO?1
z$2jWG(q;7C!7^iWeVx4Jv=U=c*@A;4(#(uDy2q4)m+0s~g0;OIcT|K)Yos)`J*>)?
zoj^BC#y=JG{y5zp%Aaia$NvaxrD7ib4YzubxD9GLz^Ggxx?d`o{EV7^mBAbNNzr@>
zF;N6b^eEXm9v6Ni)2#tcv5U6^bE9h7e1&7CaV!V~XIQEfnRYR*OZBkHoyxUS`$o$0
zA2PchHm(-*zIBv3H2mlbBaUCJxA0$C;UbPKf5bc@hj8a)Env`4QTk3uzo<LSq(=Qs
zBV~%P7{{5>DAuD$CO8XE*nZfo^@r>Su3DUBXZT)a&WOy`oYPpx@MfHvE2B0$X^#JJ
zhA%1NAoCrs;+imV0Q9Fr>9=6Iy}4+Uq3|<l{3Lei5CDRDKJhl>#+q{UpvKS7{+%z`
zD4pT_uD`jlwBR|aSfx=M)88O0h6!Jf)g@RM=uKv$fAVOQRGGY82yH1&w7Sza&w&{@
z-U5(Zu~|XS*tO+92qGEx!*TG<<xK2324Q>_s!LP#LW`UHK{5gh7~{l3s!b7w$GEco
z(Z4nhB3k7?(k^n+pEgss`WlI7G#+w4h<%D3p6h6($oy8u0JiFzN}Tc7vz~cmGl<|P
z0tavHfv^$&-Mu(OOxVP5Zmg77yJw|<Bp;teQIufLhO9zl)(@McI|-<1uL**t{>Ipm
zztD$QH=F(&hX2Z+|1cI{@yzt%0cC<;AeBU`h=mi^2VHRn2XAq66{>X@H8$WS5y;*3
zRtnu+Rj~<fw{;8Ml$Rx69{4{4$z@qQ8*XPYv3sf2oxQN3_9X+h7mfp8lm4=<kxA7f
zPmskBUSI^;Wu7gd?a8C>Pgk-b5Y15@d_^a>ipLB$)+EX4NDOYn#Ar`cuV9J~$Gtc~
z#73iUI0zZF!2x%hf{Skx5q_aPt^1S=X#MCD8A@Bc*!Ik0IC@J+-~J=Gf*J$6s}*C8
z{Ks=|Ti4p}hAjWnlX&NCSq<wBYFa4R@V5`E+S5GA?v%+UDR;YwQ_&<%^RoJgJepb7
zjCfxqY~IK;uWjJ>k$g59_Bd}CDM&sV?<U_w>mBA=z$cQ^+vD#qFn|$`VOP34$noJi
zJz?>!fDA)CmrYCW)cxTss>22DPIx%UM2yUx+<s`>rp(=6bZo_TOyeCbongEQ7iNaT
zO{^{oGw8AMY7SBymc4FF@0|6`vAcOcL0_l_t@-f(yG3-p$&r5p^3S%OW2%xvu{+!r
zF2M7&nXH=Bla41~#{t!J)+C})BZBBYC0U5|6t<rvYci)|POKVBxYZ!;9&w-5cpBNe
z1+p3nvNqVY2InMOZ@Kbkkf!15Mk|3)lBj?zLr<}0KukljkO`J>AQ?7!<Lxa|0)H6R
zdeYxZG|b+5(C%F%ua(lxzI@4}xm!WpggW22A|+4#;F#H<E$fKLJgYVGGUE3W*jn4G
zPn)94ADdQ<OuMt=>HavPf9<H5h}ciee|e&5tk8#B&N2N~4>bpjA<K7q#8&-Z^hals
z6s9q<aEF_IDD9$=EMOdkZJXT}|Ag;iF)Rs%RUwsf_i9^oglV{w^9%&AvxhHGNmK=f
zS9@_HL?;Ozy~*(Bj^#K1jlkwMR}FTr)p?GWk|aZAK_ij7C`_MG0M5X0ZsA^{lXx*}
z6G$;^7V@5T5qfb_RP%LvgtFQ_EH5kLDss^+|1+A7TdTRj?&=;!GJ?KBqS0ExS>L&?
zY)Y3+%8Uc?@J%3lSAnwBI#rr|>jwBn)J6FK8>s0w-Pk`Z{cX+o&o+T~NI&)M{P-jl
zJF0|?Rtbh96`llJqh?vFqVs)E&_$Fm4=NBSghjphVk+NWZDszTore+65=oQ(d7WK8
zmde(<TUVh#@9+ezMndyVlE5ZW=d1P3ph|hF_^K|%5HthqKTbHLMuQ@0s;mrhO4n04
zBynoajuucEvHiRWWl$)lSaj~G8z|CEY@Eu9?j?%t9tqbZqta-XOAmojIw9q2m}*0W
zqjwVXbAEF7rjoSvZcbMC-5VEP?BOJR_fjh0wipI(kqNyrGW*+I{;~28JcEC_v*z}a
zC78+n82srZOA-!T(MB%n4lh2gpQJq#^A2Jtlv-HCG)b00TV~u7b*i|sg=Da?y=lq#
zr5<%&4j1EH;~gRP?1JpZ<vGL~Nlwl_t%y@an&6f=dYK&1r}U!o$TJdk-+389E+;0*
zSKK(yItR?^-}zTRC@zJwU)qLjE(OH}Zh{Hq-<V3vY@PjfGWx1ZC&@`-cRI#x)TmvB
zeMqoK=i%I~LBsDYkLlKQQtzwD-C3Ail!142=Wj`LxSa_aNwLYn|LI$bU&Y6)JxBec
z1dc3(D&=Ip`y@N;$g;GHl-Z3zbi$c~hhxX`a;Of$B<g+h8uC`<B(Jz}ReCL&;d)^B
zOC34`R86_7GMI`04<+Ra9qJn~nM7(_71|z2WAef9&N^O!EMtj$bFQz0^jQkPxL|4t
z#-$nayT9nq84w^LBOB#kJr6p3(`rs3S`M+daw|5gu5N3oF+`N)<|;TTpxgUXuxm~+
zr9Vqs%7F*lCyGDbfdmk#Q^jF6k);@S$=OUW?KE7@hB9ebOVg?>Elsxtk=tLn(eVd+
zzK^St5*9h!I;V)y0MuqDM!e3VWw__gfDXh|zJ7Qtt1!WFamU94vJlY|?;_8?a+CpQ
zqleb*AMKRu&-K#-j{g`?QA}M7wk`MQ_bZjWHE8+t1;4Pq{#Suu!z93~F6S0PR1Yh@
z>QSX`6efbCe!!KAEnXGflAh0NeL*0#({rl9l^%U%EiKP2Zc}oXsqb&PA(iiklXv2g
z_Dg58S66E_SHGuC)@dWNC%rGhpl~u_i{FbfZI;n%L)nf;H9lsB_u(u3i0Iimi$g!E
zkky`g?Q)B|*ukV82hS>WVg2L=&w)PZS2Q5iNOE0&20H6`Mo7VFFIN42KD+7saL0SR
z;+oHNy9B^cxdDlm>M(_y<5_3a#$-8D)e_zHV7G=<P4?II5rEez(5g$Rto*&nkT&MB
z27NE)cASyRTU-?c2ZpXNMY2hY!-m$a|KTM^UOdWR*qQYjEAn2uA2$(g+%+nEbP^9f
zSfEH8MU>8=Td2x=&0B-wI8J?$)`8=iYafdMh)RCc|0d=>=&!Fw(2@C^V81#wk^!wx
zAcV2=bEi`C-{>dT0y36#mF;X?KSd%@=CKjLwlUXNvTeoJD;I@Dg#dEO#8iQ$>~_5!
zTfigvj@>%+nHYgtUg~Z#Y&$I{I-?9d%0iGkHOl?9iKOg1XBv6*^X3>CTE-UTZZsHT
zL!QmR>}yziNgYPSyh<81jD|V7kU^UP&{Rc@CUJ?Y9`(Ol8{Y%h|7h=Y4sK1^dtNF(
z8aMb3=Su+N)Kzr5s&Q%(ZA#f(MR}-qyjvTxM|3q-HOolurCTd;6@rajQ&8^J+dxt{
zM}vkG)TC*bJY~3u4VU(D@(Y7X8)94I7I)D40AiZZ-3zhgbGp%$?1jvhTXE){d2jQ}
zS!j3B$KPyf%-}28K)6@AyF%24yY&R#GkY}LUomVlU?7fBv^pad>q_07qO7$STFF@&
zbPxLDGLzi^nU7%J#&JPigT0rNfkCb9Y{?*PNP_3`uE_nD@jN@O`}q>!gC306;j<aZ
zfdH}0<Iy_+=zDA271RMb=4eaK@9{P_pox1;##t82Z3MU#Fp`Q7o83+JMw*`nbh2nW
z*B{U9JtfSiO=T)P(Q2swTGX<>j?-|}6Irl<t?bTz!xih7nf0VfSY{|*|I%!zEYhwx
zYV8re?5^o}XR!#~d-?SkHe2xj;2-B*Oj$*&=b->qCH0yq<Ik-IwEbCqx4vuP+23~E
zt3L?69P)HFZJ*X5y)QLD>-}l_#?kU*9O;@B1zV$e<0n_2@UKr+CMi5C&my{Zyytf*
zTsFs$vDRDTs^@?{7`vaB?Wffzk~%Qox7u?F!Vpq^dog8$S^%|8sOm~`wP@Y2^(=a~
zHsK?5mNuV?3L(q^RI+GnNbB-5eN}5gL$jSOR{q1O(zeHBW1pcWeGumsb)TG>>fBw9
z4aN$g(*r@U<GL?)sOZrGXT7r(Ab+^AoZGwPF1GlSP$`?${<?jDNVpm^6C2*Uz;HO;
z%H5dEv;t_3G7L4%9qLquNJZC^6pGhEPT-Z-2;jq*q$AgHxqYsyg`+O(YFZG;<*(0$
zW*ZhD@!$ih@2=(vzlO(Tv;EauB!gu{jJw>D<mWmwApT*kW3k$K?4$ItRhk*Y_<)*Q
zHIm{@H#+IcTnGEOmw!;_9WKI;Woos}4wyiiR_xv|V)DdH9Sq3-U0V~EA9Jxt-5Mwn
zm)ub{tiw!I(r%HHMKj-RvA3O5$J(Cw@_Dm+D_8ByUxvil4(y5d<%n|33!aR$HDiIE
zW`BzU>zOR>?)p7h<93uTJopND%hgihRTXfq6f?g^A5v5z0U3E6Td2^U-$u2tyW`cG
zVlUf#f6Q>M=D4EG)mizd=!?sqr<wBP-1cCfEhMi05NBU6b*io2`vBu`ci0i{W;UJ8
z>FNSEl@ttvO$LxEf1P%1suI0CO}lot8ClDu@HqKSZgu&m$sB_ZulsmU@O!?wet2zf
zZKwPrXIQ;YgqKM-Mw;5Rwk8Hzf4)^1p!{C6Er{%WH~U@aYEOlTmBrHF?8VzIcp^X}
zC-K;URlAxOdfBNSnvq5ML(Kr(ACq{X%c*Y7)&lwImYgS8^)}1IsJG+5M$qj;S4;bN
zM~8;6m0$hJG6oii-49UxfKuYHgBW~pxUU${_IX1K2sc1jguk(*c|&bJuPr;fXRyHE
z2yiz5hg7kadD%wJ83xVau~DRs0GGJ{!ea=WM*rMWK6E?L->h$&WUInqR=XZx`sY(W
zmG+V3>pl;cwwbE*0?_>)ijIHC&c)luqnsEHz_i;GPC8OUHF(R#YK~~Yi*9-f3c}ds
zmKE1V#>P&Zxe7j$^`G^)<GlU72htbh<PO<HttRVNHutyrHl_sQC@@9~Cgs7v#e{JE
zKUF7ids+~;KaQI;Uh8?{bqZiv;d@7$<20AmjRVG(@sKS*t^k#`cmp+S>Fm6Zp*fDc
z6xClzvcQBnZT!4Z^Y+A*mc`~XLrUP#2bco#-uP5|-AE%7d59QdvnQ*60B!Fv2~Tj6
zs!_E@Uo<<m^!M0U`k~OX5IMy!c&dZ4ktjXk@x}rwngLH+UYZyRXmWwyjU&=?#^v4%
zCu!5+xtDj!PH9!WJ`AJf)U=h2b(JT3zAx+g5nuI~hSiycCeA{BIG0^lweU%rB&?D%
zmW!}kc1G8)HV!pC|4G=hi7c1$MFHW+1a;>J+re!fu%|uzh4a2^U(S@<p5|n|xdzfo
zqDL>$7RyDHCLvaT7Vd*gQ3AZ?*ZimLn)>=DKbvfWo_RRhVe<kGd>?~}z`LlkBoBSz
zYu9x0S@YwYYaYr9rmP3h)!fYB1b}*MyFNWK&wOG#i3GDA{12&_+Dq}|rbR>12ZVd8
zjg2Qc!=yHKUKXGq4-c~ydt-QgB$SnZL}@0>D7j9TM*>`rwtD$iMT1912E2{Za@6{C
zdMB9@NH4F$BxisN6+RnVq0rTM!h|W$Cf2&eA)Dz5+ljJEq+k+E8&bQtFFLbN0jgeY
zEWSK5w^#iR0m?ssFffnQqj`083fz$Pwsl_Xq=TYkW#;F`(MbY8q`<2hQUFxG2{L
zkp++HIJFuG*KnzA{Y=?Xv=P{WCkyicQ4L5LJjQ8oA3hb?{P{}2`)oV|(4CRHS-D$V
zdqE&=JGz`QHb>c+vv#^JKwDw{!<6$cUwP3V{In;oZV@=}i|vXA0Y|ePK%oT?=zVc@
z2OT#bsPMUd)!=YyKCym7KN3>}o1A?Mh0-HL&LeuaISN9UlpO|G=5wj9VnVo?rNtjm
zlwI^^d8W)%K3I@s+5IM|VE|#X+LbKo6-gE@TMW4e%UYsw3V76&i=UcTC;k|zsB1!@
zpIM`5Rl!XjtTo@CrT)#i3UsA9z=%!LVxh=7_bgtvIg-qYI9G{T>A40Dli4=aeGjfq
z%|`NI5(foot1Ie67xB~IKO;J{`Ib{sd)0l3?(^&*G-Mt5he^a~LyC0R`x+zGp+>Bl
zjiU?&^T+w6afJ~NLk^Q{FLrw>2rjpKO^>#hqOIe3Bu4cG-3DUgYWD$E&;I1BaH(@5
z?W;jRgmit<x-U?+LIR(zvCK$t@K8{grttQ0+lP;1s;T8Q0E#~ib?Zp|L~gesr_tA}
ztgk~kE;MdOSHQvpFS75p`R+DJKHd@CT5{u@xlFfcLV9sK8BYt4`Ap3b>T}gI>}(oH
z9eZ39lU^TA<;8Lm`dpnZ*PUBTR@idBdtX?X=)KvY&#$7r1YDTP&d%N#&Yg_uf91*J
z@cjdMpU`RKnk|d_R{4FvDaWgwT)sZB4iQT2ySeEyyJ7YS>}!IBokIgfBlQA<V<@3$
z@wS<@0fZB#y!tdxgB-8Zn4bK4K=@XvuSJ6k+rY-#rpWH~nWC&(FnlONCSGY<g`Snj
z{OM|pnl?$O>fr-QgyXVWs!3^2(AW3DKG_F`<tI3(v6gDWhTh)69R6vNRE*vavN@Cs
z^@7?A6C5mu7@Z864%h36zC`0lk*hRuz=>??-23GgHY>iYiprcifa`Pvm`9eMP$?!T
z*<`x5@jUi`o!S}(OO{2|azW&D>`wXipxL_8X*QV8{i2OBwIo7d1~F6zI@<dV%~R;w
zjG2AJ7rki1H=~90=ReGi0Tk`2`+snelYY$)1oM{9xz0WUH#>~tGny5&9wZWmD@o*Z
z%5+7h-i?)0oi2!(LN?#4G%8J_&U9!=C^FxRqIkuxXgk30j)pF$l{)~xeGpbv(55Kp
z>JPJQ9mkGT=ddMGtw$>kQVUl3I3S#dI-{K@PWg>qNrIjuG^mx0g;22x9I9fh@14#r
znTW*d`h7)(=z2FWdQWU794zNa<}h<A!D>dSxX|%iWj=)3NpT&sEebW^ZVZ{Dk=u30
zl&#{e?iz5U87iT%mqY&oNN{pCaUU}Mg@bOISS-EY<hR&?<RI1XTcw2rhGFBJ%GZ)f
zw7V$>Ap4+4lG)f!2n)4*kajC~Di~RUL+7AR(}U_+WAcOC!JYGws#E?isaHnv)aurc
ztIl&$Qq^_3>yOh>YQ=WLOD5j4DafU-BYYXZM<!B=&FHqVGh;=%`44;9E%t}eSm39S
zl+PP7<>9t|vCGQ9o#^rE#xcRrIW$Stp80m!`)EKW{P2l6Y_(mlbDNx`E|pTfa=HHb
z`PQAZFX&Q&UQSldVZkgFe{h127F<tnL0GYWupb9sH<UjU^&ckm1~&Qj3@!LkD~esZ
zG7ke+vW)7{isK+mQGA3ZvU$(sB&$&%m2EsC`;qD;dP^LQy|$o*swxL&A-eva(1=>>
zh)$_qxol2YVTl;o0Mf#rsrQpm)WxPLl`XfXR$SzG04Ggvo?7tU@L6TyZq$hxk)Ud-
zlyOS}+<+iFU_;JXyckE+lxLy%r9gJvXoo<GBv)J&OU_V6iR!q3TOj7DB3F$k7aJ;3
zZ+U}=`D->CagDhZl3Nys5De_)20Zv566XoPh6w*LWL!*gl~h_)bOH{q;s?1U4AnO3
z^&rfJI8^fzM88f}*NNMeO#(JAtp+!3>{0la33>=eTtQWw@LbJK(PEhjGnH;zEokIP
z@rR*C*B-9}Rf&PUpda2iizUX3{#~;0>F4TiW=sk)`uV9$DD39W`59P-zY<-d`L}Zm
zUq&z$yRzX|Fe@Ct&^;k&@O<;cAT~@0Pt{jX_N)V4=9`XK5+v<zGPWCE$u~CfzZa2j
zp>m8`$^HK_1vh*Ai-3fnMd_0<P*!quVj~9pnex&X6>0mIIFyxXTI*^mCA-YBB*o2g
zPRpZCci6Hw<|o9n>(o^91ytl{WpxnXoL@qb%s)B!$pPd$iLdH|8X9N3z$75V>Q0@9
zV<-eOs)}~Klla{s%SGVzK=qYqc2U*jw@MQPV?<TRQsZX@9BKM?>{HuQfoJ`4xa56=
z);2^t_9ZLvc{|Ntk{w$Vf(lFEg&dFXq-^Y63<wx=yox-Yj3JzMWI0(EUCw|1H;Mcq
z7eDa>{La6zIvP9&--m*KEk_h?%u~#@=FBBa4!0OyWtJ6RZ*q(RtI<2^%e%+nY&ZtE
z%IK(DcihXw5j}hLV4nz&)l(j?6EDU74#W_)C(8v<0fG}B#WLaPmxWYo2Gbw-^8#)3
zj7NareJMxTX#OXP4MOCdZEdK`xkf)aO92n8HAS4$D&oTftS=;mj=@i2WuTXfpLh%o
z6r4Pp<>ghajnfR`ymOOev%kBv)Q`z)F$fsYFQYa6d;l8IYP8^>C9M$<Jg<+)zY93y
zLzX|A#0h}@e*5r0v8I;h_I*^W-LxIi0hfoEAJyQ{bYJ8Z`FbUT3Ow!1LiegZXl9q!
zlth4KA^tQOHP4uS$i}?&RkYc7%ek*I@g4W;qo?_>tVT7WJIx#_ZQ(ef_r}!fGyCz{
zr!_-TjL`Rm7=jGH3b%w-Wk^-g8U!k@gZ6nMmGvX59>y~pTmhW6DZe;j#z>Kbw`LVn
zx4oiCMwC|&Rd0E#Kv<yhB0DeZTea-6-eCRA#<y}%_`?^!2HOLh4{^k;q_*?N>6Ig@
z7-^W2JSG2vkT<mIe<0XpwEyM3H$?fC7`;O=BL%m)E4O>CiRQ~{o${P-^v1i7;VK?$
zSvKk(D#lhHpK<GOYrSO(4iyx_%rGs!_^u-rhchpbRv@!r)A9~+XS2}PnKvwi3*$X0
zi+LtpVpfd2nu$3aM=8l^eDMb@dw}@mo4jI1lHsg1X0x1jstouEU$J;rf}Okd*AvL^
zbmoX9B6x-uq?ol!m?N;f+k3Oj_1?fU%z|$OT_-QRx&;~7Xpg_FOdmR&{?4V6G7{3x
zFIGej<l_PcMMHPx0)FdZt|b)VTEN~Q;Pv4)b^eo5X&xKKeii`*h5vLPiyQY|;``07
z!eT|Ur`DNgb>Z3NYvIWvqqwVPNt$bd(H=4FZzIcOWw1?y^~8a=>kgMxkpB}v`$+#Q
zfRuld?RA1OMT%Y5f@PRCb`}2cyMU0f4E5*B*N`g-{i?eP_oPY9bw0DRq*7Fl$&+D1
z=3@rbaoBd%oPxH8x&oEP3A4xS!43FN3|fcMAwPSii7{&U)0=yj!F(CY7ajElCc+0N
zTP^)3WehHj>0J_^8hr}Yi+a*hlI5r{jH;&s>=1rQinpU_w=X3~X!XZ`tjj#|zgSGb
zx*v(c+rZrXGQL^in&`VJ@-#W1;Lden2?LrIr!Pk~8Y(2Sc{VW3a7i1IGzMIb%ZxYQ
zjgy0mrjMJKC_|qz^;268TS-Flg+xly^@g`qWNC>Bob@x9OIp=h8G<F?)&2yzg8uZh
z)hu#dR_HEVQm`UpvQWX;j?JGYed3s{BGjsl994X_Rm|9r_Vb8xvWYV}edK8(&AUGT
z00aS`4^z?MT!90^+TmYl{c|OoJ~}JCct&A#WYt6Z=nnNa$Zcx<qvyDh3IV?=al8B4
zxBtHg>W{DA@I!mtSdTE1Gud0YxFkCvss*6Roa2CT)Pklj@+2RLE&XIX7>Xq%RqH>{
z5Gox>$YS1oKG^|-7w}CFltgrJ>ryr=xaxRmX0GpAL|$+WQ=iOisYZ{}5oF~T&S@)0
zXUqN0r&g7fkws$@RyNEQxaSsU)X2x3@kj;(;{^4K-ON(JP(%a~Zzwa)yqX4x5IQN;
zU@7m^;{-i+&>mYav3zL(UXo=lr`y0=mVB1|a?8q*py!c*e_r;Iw^|x=TFDSA#--3;
zwVccBi(hYK7W^a4B;RL{M3oFY7Z^bK-Cg%*=VIJ(4{vo}{}7q~%GLg-@c~xF;So%=
zaaMZs*)!r-K|L@(nkk-5OGu+5lK?IQt5xxEzL`$B@8ge!8n0uu<u{+hv81}qNKE|o
zL!Kmeuc!`^*m53LC=V?7DRRrO!pGG!$%+%5E>N~}=GshG$c>L(wiX6L>&{)HNXpae
zLnxBdb24PmdqOM)K7@p|@`)o<zR?o1GA|pZrh=|u2y6cmd2{qa6|Kf4PQ<$G1mT_&
zoItuIc&~qoPQo9Ms=O2$-ox%O6T0v{`?xd+=b&(?-$e<J%>&^?l#(@855jg$N<-r#
zI-gTo&JzY&@r!N_=qRN{8A$N+lii#M@N*!yBC=Z%$$tbfAd`ZZM?ctaH9v;b3HIIo
zZV0vzJ7R`0IrNut`7ml<{WxEl1w%a+?QbG9PU*5(%uWhOtWfq?Gx^os_NaAwW8y9X
z9N?D4GCDiCTwD&N*fQk*BkU}os@&Rkt*{Nc1OzGRZjc7)6zK-(2I&r!4yi>8ND2#B
zbeGcIozl_*(sd^2{=U8cf1Gp1a16&l)U{aeJLi0#`?;=%*p=_5P_iX?3B@qg!eh(d
zLRnHMQPyz+##8xqo?lx+Gar@(i?gLj2ZxoT#Jcg|d2}pPiw6(7gXy01<>F=xLb@*G
zmRcckPeML_9$fTL`@zi1f7lu=$=W+mFdB5;Ic+@&>wjFF?eGRaP*?!~a#v-PPL)Hu
zGW}zCdw#-XNu-P?#;x==j0rKa8;MJ9?J33wYNYmJJ%o(+V-r2v+*poKr!wIPSnjI5
zq$szL(p{PW4%NR;GJo1o;*flQqq;&_!Dn3}md=YY31cr6UuSi~W%p3Xw8)5NL8lRS
z8ZJGC4j{FfYSby@oHt^Wtc}t&klKs5pTb5>2lRIA?3`XXCX#%Lv3^8?zKTz}t)6A$
znM+T?KRj*dwo=H>{!$_e@O9a64U$VLIeR%70>>I`tucpg+Dht0-mMniXbu%3{TjM<
z`aFToQ`v`;W+dTe$0DSCt;q@j3=ZwmB5x|CllAOUdx)D^X7mHAb$P&1B#y!*Es<F!
zJl9#wvqF5bVF<G;(ir8?1N~B)?4OMtVr!ZAH2$^4%Yb76nll`VpS`Naa%c;sSRdP`
z6}(};9D3L`iPKU_VmXFFNkizw>kn^e9zJJD+)G+A(K=R+doT*=AC2IRVp!kQz#g)X
zOJx@W-jV}M%3P_(C)JR(m3&@03aX4OA(h4_kM(7Qvoeg&F=}Gf8%p~jW@h(FWa;}O
z-1uPZ9J-xaj3@rFty!p&lJ*A9?GYC0q?S1`q{EI@MQvwZEBu<;diGcvZiun_lV6jd
zZd5Ow(U$jF=1x|2#JWQbw!2KD7g~ki?MN1}IZI|gmUWOYV8w~rp2!u9=D{_j`gPZ}
z_n65wg8BdRU=iwn^4KB5goIsU$-C9$zH%m%fZAl=s4$f-r57^R{i&8Exv13)mul6S
z(S;D}y?A)4bSzhh2rcDTw*FwKlDO1H-n6~`9=X?cG&Dj-QF3F`zfJQ!MXH?1CzeS}
zep<$rq|$w4EgdOoa`ZJKD|-|H`tgL1>^SQUVoFQ7(<UW4f;pDRnHxz|zd{r*>1!jc
zGzDzFDYEvNaa26U@;{f7Br;>`vt}o7U3nVby#gnmUPrkF)5xQvIB)*SdiZPT_j+hH
z-w!wS@Lx|Ex9|O5LFG3OKR1#!D)V$anj?iHVH)!dnzsqklgl9$)fEy}ZRMIJn9_Nw
z-olv_*kK<ng4QK{`0~714KcIu%KSh_ssDTEM6P5D9d@x3jWI=ql=r=@==!`PXuhe=
zdo`&LS{jw*AI31qh*7JPdT=L`b+U5iQbLH+!H#sgx#c&N%nW%8$1GXY!ZQu}GSg>C
z&v&W3SC$a*xy##!Mm~Q=g<Pv~ip}8)Zm|awIh|-#gsdH7s=9V-Cl1Yhhl5JN6>)om
zhTHvJeF3}QZ}~g_f4i^#*qm<V8Q`f{*y}b?$CJipZ|4s9D-4uGUp05j#FPyw#xj{m
z5T}1+S%3G0p+s~|mb<BsaIMwK`W_jD6CKaHdp8;_qv%o`8;lqfIyNP7uU#q`DOy>Z
zYs2ykG4VN2n53W-!<W5gfhMAvIV_rw&R;izUWofEY~qEH+Fui%&0seg4|mB@<Mv89
z^2g+>`hLm{yGJUeAr|5uJ=;lt=;6=zgVm?h9Vt2|f_0H|KxNC1g{!2K0}V@{ci^ew
z2)WKwSWbe;7BBI`G=07w;7~XG-T(Z5^qAGZPWyKc$n7cM$3x-p)4&HGO~P}BmOA5{
z5qeP>=**c{rNIF-6F)ZK74%1E#G_~yrjql9BKX|R*(`D85Md?QQXZvTrJ?~HjS2^C
zTe3#ivu@Artl?pGOe`7)yi`#5*{xk|JylIWNhS`ap3xAT9)(DyuZN6$KcHomDce?v
zJMW@rkF5$=)6BCJzt<d{pk~&@AL@a_>S(X}{GO`L55=Wg)JM9XpV_y+Kyq7f=*@HI
z!12s6Az@*<caMN8VS(6;BB$ZtdgkV;8sM--q$;}eUcEnFuBUlqjI=V1f>8O@ZK$lO
z@*3UeqVR^Q=Y`cIkM;Dn+o7t}Y`ND$V=eH`#GVK`UQTA-if={(04RUF)N|OBtGJNu
zVD9F2vcDX_q2zx@Cv^tZ*0ut^z-s;y8-)T1N0nY(eSg!Ec-CosRj0N*Muk?@y3>(P
z=}Y6;;DVkUd84Oo9n?Y#V7ZB9ak5^UDKp+@eT`n->aiVP`cG$CY^hZ^ZHlI=z19jS
zl+r%g%@i?0REF;)Js|coO>7cm^#cFZEwZcYux8hR0swh`B(<xvMsvVX-W>P)%sH)B
z8ON&RbD|Gbm$cY4?P#I+_w|03OF3VI_i+mj0_=|9O??c=IaHLDiw%rdm)g<<1df`p
zv7a^iTz&9qxbXl1kWKEv=_uZb;3*<TIKj}(rGq>H>uE6neLysV%cOe&7-LZ9^|`5i
zbbbD{B0Qh{-fjKtUX!xz+)=C29{P~&Znf)hVn^&<q_EMd6nL`_+iNxG2dSRm>D!8e
z*pH8UdORlOK3iqDuaiYI0v1=>ej2d2YyV_%QLBGxEfZgFIeEFe%m4zCc=uX9leUh?
z+lmK6=eThH<a$8`C`^K`RKy{Fu-y;;3)_9n6t`M=uD5(luT{wyYkzS}!)vnQ+rGMb
zg+>T4A5zUq&y?9vriabD-p*$w9rL+`g~Y5`CoWBg9B0-*hv0n_3cx4uQ}2n}Sr{j~
zam}yfWC7K6x<&_0ER{wnpjPnG$Y!aP$fWG(zlX1o>KGrSy*O!Jegy#!=!E2}BKMUe
zDkl+VU}gbNB3Np2=vI=%WyEWIJJ`LG%1Ff0rInmaq6sL?A&4Cb)FExLajh}+`VTT%
zLupK(Q}jw23d6c2gD{;{wW9(iSkK}uvY@OgMbpeQbWVPK*&|CU4T@wIj>Jc;6dUFT
zoNR`&AMng;b6Eub^1{0r9XA(s3uY*f_pD=G&fmYENy%NQNxHH$42`#@Fqt@T3aKNg
zo0}F0W6_GQtzALrAogw@oIlW=uCU}K)vSV@hZY?Zhfhz78n5Dz;t$@SAE9r!I3Is%
z6Lmb_=-?O&0NF9$d2Zt^bQtC$h{t!zOq#@RiihE~^UE-46QZZ;w!ZxBgGY%i%N<lf
zVb#xy)lST>e>o(Y^x0sw`$&|$jWvHlxdt|oBR2%pDD1E%K=``d5x$>I*+Nl>94BuH
zUyT|L9pjN}+CH&QA081O4|Sxe!iwU4M_z-9sh;O^W0suLl^nZ}%t^J4bs+wM^re>l
zI>TLq=_;w{G~|0-M1vQS=GKm2*iJCyy4c`x5;(LoQ)O-9urrN~H3W#Bb`_p-+YzhS
zJHl7@H{shHO0ga*d<*PqHX2+3<Z!P~Ykx6=L)3BArD?i|$wy3o3`z@N@0G)6w(hy<
z#kKAey@_ePpU%2kgF9w_wj54ZGQ5g^AqxSi$!Kp565<jH(hI2Kb{Qi4-7Z7YtM}S&
zAWhfml*?rFdnhB97~}X)%thaWU0fY5o0ZP{V*dLfAxC9vFxSnzss&fWZ^PMX{O6s0
zVqzgL;>Nb0lppupQyFf(todH<SeZ8S1w%nP$aoUVlqNii6=(bu66BVBFR;(G<1_+w
zfYYc*&P^MC8R3x8+@yVG%%B1GDj;&-JUT$Wx3=K*rE9d{7sbtBnKpkDiCks%SU9yG
zT%tv?*$~n^DZ8<<&r&UxJS&R$WNpG$b;J3>x*^+TQ>@abE#@Bs?69Z4CO}{K;)ol3
zf{z(~YKUFq8(T9Mub{q;SQywAkq{xH7`xIrj}gEvEI(u2Fp44KetQqsIqzK<?N7&I
zZ<!A0fVR1ltKEr(&EcBz{r7;w4l?V`TDH9$ax0m<{=f;qVX_D!E}QLQ;)P#tjE#>z
z_@p>rIj#TTETm+#`GI`#?1`0?f$8|~;^JdqfWqf7YJxj#K~uXqIHroD*STmRzPbA5
zQN&1d#_H|5nI?GsBSu~Vb<dXj@=MENAhB}`$~th)pb4JL)_w6gs(uHbjMce<TK^jf
zs+?85IUMO<Y&qw5UEuf|&)wq=Zwl#1F%*ZqIGR0x#6%FWR#$Dg14G+OoR4ZGzc&iF
zIkX+eZ#SPrMVVxi(-hjiiMV3`v4r%E$}D8<TgAjS{9EhTJD!%LUVR0uS0aWM7F(7U
zTXQ)LGyr1vy$hXr^{6nr!k<-vXfX54YkQ~x31errCLTXnY-=;yx;=h-UP(k0><;1i
zqZ3FQQdlZae-pYOXP#-7t2Q2zuuRe<xq_vxyK!(FiI!Vmq?R>Z&y@Aw$Q>Fk);ehg
z<%$GWiYjYsC&WeA%+%&5($+ceQe?n%X1?S<!No=&0^FLHs{V>JeT%>D%YuGS<Y8HN
z+SuG??5@ywpi){taN)#4NGIcv63V85?2o0z@pkvHmnk-z=A$9<g%T5MO>VTQ3>7d-
zWG0lO%j5}nClphR)PIGN7-#b!v1F4+eSb8la#WCK)Gjd@i(|=ZS5h0s(3)pYM7}}$
zs6_X?EBjQz1ak_47RnK)ps~I<VX)(}c4~LjBVU$qtZ2AGxhI*UT#ipHT0u@>L-_IS
z^|ICwmt19|#pqE%`H9va!dJJ<{PgF$%ct%{7=@ZTVxqU0F9wTsSA)~cu7*QgipMcE
z<%HE!$~eZWu%L%%JoHy31qI9NX}0GpG4hX4mUPWfu8iBj>NQ#+b5Sm(Q&ozZ=F@n#
z+?Iw$G@GA?bs~l>7e{^ftmtXiy#FEiM;q>Xcbb8@uAB99;3~WR84z9cir}Sagy8-H
zzlTM+%6vlO+qQ1$nM(N-W>Ovd?k)+eA%~mPsZmuZv=W&2q(njI0kaP4-xTdx(eRx|
z3*CUP>gcBN`=_#wCphhDh4XJ`c5Y<JU4QZ%<+-dkG?nI3dmCpyK?m-YMy-kCWX_%H
z9iKE<-l}|H9R1mLs>ijQC|GD<dQBoD{-&So-Y-wa#%k@J9tm!>$?5}Od*|jNYuybv
zgkHRT6XCcBnA!DPW_ELC*HyUxiA6s9o%-~i9wgT3va4@_1W>X}^~aCU`jeaN|E6R=
zFSTnCHJrSQ5B`xvCofoF8XrJwJ@aJlJQOJ;6w#zl7eMGfu1CKk$hs=$p$v|b`IDts
zwHtGwySus|KHuqSntq+_anipLzjeC?axB~&0%3#m_GFA?7N_;J0LVt;wVfvbF1x%x
zIi{8}^e;pf4R(Efb?eeAF|;L(nl3l*D34#)v!9v^#VHK#FjUja?g9<Aw;}b}q?aKa
zNn(?DusnmBEEYww(q9-DZ8a@OU4K!~I8jKI#DeT458mkG>zFT6anua*!8D6mJ!tmA
z40#xW=f@#6RSieotQXN4-2&dQlW|(XspGK&y|+gObw``3o13R_3~6NLD+KA3>kxa%
zWjpU)W4OEw;niYXoS(bOik$;8$r<Ww#KF1B1zCmD#gz|8@#4xNVq2}V$tl<Dt(Vp*
zlzedX5}TCM2;4ZPmMjq8R5o9xuc&^?8q_Ghkg}t>XdEBwWW>j+IzA{2a&s3*r%2r<
z6tqx3)artFnAaLVjk{jcBEG)v|MIK=_RMS~=g0Y83in2s;faq8yS}bM$>LfXziNeD
zo%R`|E3>H1S=!F-d7emD(+&S2(6|&}za+<S`Z0KnD_HjixK%_)UFY|wd<Gi#uFd7t
z&f0NRp1zF(<)cUhtadbFmio(8a|e@NZS4yEncv9lM?vSWZMYwIazOLmknjDuG`FRk
zjhm~LiV2(oohsw4@j1}S!hI0bsFV{n{%RUyh<p7LyGbubQImkr_;y<|=k8>MhwZ=6
z*kJ>LcDMB~fEY%q>3V_h$_7_C_%6LnS}L>rtdh0<%MUDAw!T4;i>^-flHz`{l=xT}
z>7z;%trmFxd~_X+kZAOLfwl#jeRgTh)fbw*OV6CF8ks(3L!PFfU0uF437nHR&{bWk
zou%Md-2eGvk(T1ZkINw<XzX~DVl2Yo9X<v~$UVeF)zzq^Eg+cOf>FxJP$?5j>0UZA
zVRMS^QuGeL5@;Ak=%_19z14@6lwLKzoNkc{R{j;8tP<n7p<S2+)$`!T3@~!Y^cuaW
z-!N%Hdg$XZx`rS@e&~^_Gk+Xf&DS*rt~$0XI-0aro!wI`SJlkR!}-hA(m{i`D$1zB
zhx?HO2_@PS$Td1~*_!lU1NjcoAA>VFLGSn5wpqV~dr>%@=zq#rckmZW&|?Sr#)rcD
z`0(5Y<0*+sT_a3{qm!-n^^sm_Z)<QUvk}FuSk7!Uw6O?WAko!rR~YPA-{~<**m>XZ
z(otISM;*q{=&{G#2*-bIV>LiftGE017ln8}o0KoD#ycq;BLm%uU#B9JYhy;6*zfU|
z;pi{Ih$UDAkKZF#)+s(EuTb9J!LRXMYxq3-<*zu~`!&KS-wN(unVBXmiD&MyQOfq$
zKeNQdeJ0;juM%)CR68Z@)3CB!97SS83bDxZ57Ap@XNEFmPufN9I^!vsn#jmd@8m(E
zzj;doZBVKI7s1Q&I(&_2N5~AFQz|^JcduJiLlK?^rM%7AOBSPS=Nw&|1tFI`%0BA@
z{$ZdD;yx5ohOaN@bQ(NJNSrNcSh98y%Pe03=}@VFMW%)nlzd7Ubi!^`c3|3_7XR3}
zs`Z&CCibz?My)#|l?;TIK_)1m7W!H-9#NClPbEDME!<3&L&sqSuGz8f_1u)OexMGu
z=QOBpXFS#W{F*>93N>*V(O5hB=#krITg|amcK%j9{Mcoc0L*|mN#4yv0or*Hp<Jbz
zO1k6hh?|gO9zOJocnCqN=Cfmngp$Gh+gdL-n!NQV=7C~31~R(^3a^+@OQ-q6Kn)LD
zPz2$>A33#;7q~9&o!zyV`#lx)tNCXwPZ*iBc{YaVF^Zc@I4MEiP$`3nVJC$|<!kH2
zvI|W<JL)}B0V5q2Me@(AUtp^tg~bHTG>Muce#-AzP~w>5Wf8*lnw312uxMcYvLW<!
zQfg5TDE$hQEku<zSsX=MLY6PtvD-#lbg2jE7ZCU4@eO;!P-L`h-fzfAbo%EAY)ef^
zgm-1v^C){L5?^OkN^LWEK;jjl)xwSp4lC_^Evqe_F4mY6@zvx`_G7(+8?UnWVYOkN
zIFw9^F^F@yE=Mu(36}l-zL!GnMn7noEF3U(*sLD2nS#DPa66<w>}Rcc^rx<Mr+0{Y
z7$JVkq66|}H~4|wuc*UB#q4H^`zGdLTiDe3Pp}F<N+$Lodnj_Mg^uP(w@E{$JY=>*
zGiBPLp5=(AaN_K4!Ley1G!aE*^9=eF!4O47D%`hi(u&<~QZ*(o5wL7p0b+3J95NH)
zOG?SNX@DwdXN8wIr5>|2slxF9|6REGUf7E#dKpiSlr7wm1Se#(mqHv;AQaH<V2^ar
z$5dlt<AxCbg8n&bL^k5M0e&d`B4H=Y(vGT_(2zLhVR*n{M$Ax&&4vg~o4=C)=3!DR
zYbCoq+u6HBw!;7i@z*b8pUQs{cj?Mc2*j)mQ;su!?odQ!blX25{FiQ8C;x413z)sT
zz$XX<J|2HE>$|F0tDlm9!&?lp^x7zVhSa~5mqW?21@L6N6J<w_*d+5cbF7`NCQo=R
z&KeyVRS8B5s(X=X9JBZspl%cDqz3V(#Ve&>A?WwVYpg}F#jv!JS3153P()8b>qxzN
zvP9JH%RHqg!fUl+L}Yk-433XRduuB7`~`j%W6`zvjY98{<QjOK>YRjCyFdMOOmuTY
z5ZNsxbNs+^RE&FoW!hHLJQ7St)lWljg4BvsbB}9-+O$d6@u3u{acA^qh<FqW@=w
zNw2BY46;~+sx#><%n^v2O5kjWea<Go_dO0CqcJUo5j;Pk>0JC+R0o=P)7mwpAgy;T
zm6*fv6!gUXNhbVMTg>>0l~jLy-S$n$f|3U?3%VuWD!_$;0AIWNV3&iQ9X`kXTB
zAn`*;0_6ND;mYMVRZCQU29?;Xp=c?Mc#F8nirn{J3$e)&!{fD$IRTvnH31J20>Xn7
zvw}Jli6){!VA8xQ-R#$stXq_$P$(xIZr0vq<yB)@iZ9G(;=m@P|2h#|C9{m*VsmxF
z2cyQJ2r*l(*wVRL82FkfRwp%l3DlILz7IBcd)Vt(&X$KGCo~<t^qiI_upB?2p&P@4
z%Wur1T<)Mh72150&rp1FmTPEVQ{EbEXpLLMV%8c64TjaTxw7(?7S5m4_a1t$!w+2g
zjZ46sSgKFodKy!`Vi$>@n4a89sGJhNTY^Eo_&@j7@8#xgT-Tq*6nr_+Tn9djyfxuh
z_|K~H^GLo3skmhDR54sM3bZxkO}AIEUsIQLT9^#gJRlS_lLfRjEa^uS9yCg_g7&b0
z)f^dvVw5;QxOrIwpR7}xF7uo5`C~iJEG1mr^j1Fw4Gck~)N<KnErs<>uVCX*A_|7_
zrHs`F(mjQw&pYfz=S?bI><x4YhzI&kacO1TXvO$Uu;0r%6>J!GgGCKq-{yVlBy{Q<
zi{NREdcwI#Dwdq4t=RA?!d1|(H-;}BZMZ)T;T9ekld45FWenO?%yeMc^~M=Z`Da!Z
zgdig7TKumI0N`4`ZQNiOK&QMxFU}45kg*wLsYH~G_$W8W(tqCh*ekv4gPOiH70niA
zB3t6hSS*daSS$qkNjA7M*_y%^D|U2RL-<#xlBP5-vjV0XntAWiw2TZnV`X0{<Nc9<
zt~m2)D3Ou*O#47Vgh+RJEPkFbr#DT~SmGtg3{)<KqW`^!=ZQ{52m^A9m0er5tbHBC
z3~JfUwUb9NtUZWRX_RXGQx&o#!t|A}iyjNRL&CaVd~P%3Rqk4B>|Dq2X=I5At#U`I
zawYN8Q^}fw{8l7Zwb!NzERz|%D$`&U`TFgz-)WfZKR)f-a|XHrFld17_UTvL4(4Zh
zGXc-@)3TGWF)%2^f-$&7`lbE8iuU))u$9S1x%Ch*`h4%BetVi#oBax3W`rkEzMneI
zPE<j=@8jB}b}6~shLu(nawjbW-Nuwg#h8TAN!~(Vz4n_Q%~pE3ddx?CSwgapH93eh
znhyuoycA6&GL721Nxr-`my)H{<I{3?q3MwXB5?EK!gCfv87NgZ28s++6HUTs!oir0
zui~b&g^V3H=~KM8>^Z)h1g1&I@N2na7AL$C1ubQLtti^&*KejYN_miqUFy?9`npG>
z@dP)1BYBihFw#%MUEjX@C%OH<c2(J18u*hCe7g9tNf13pEmO=+xHuAoRjSPo@=7V%
zjZxEt*2H6&OxgrlRWL-SL}e%D7emaNN-uj47Q!p|)AA`{uMTN~bc|SMy_aDSWwIAE
z6Xgc8Nj;(YGaS-FN{NEKQ6P!^$PSBZZN(;6j>_m+ZS4%FiCHxd3AX&E6eCzCFq~Uz
zNYDFxrVi3MY!&K(TKAc62zlyTg0|8$sl~5P;s_N&kGZZAjzJ<i{7N2!$dZ0s*jM7C
zIBMUnpSS0ptJ=URWlqgZXHQ^-DE(K}CG%)w(E0Ni4V)v<{&nzThoO@6{4*=MTPwT9
zg*w{=VYE~+P)QkA<MU25dbT9!s{q*ODfR&-46XZpS(*YColBZ^{1iiU|G}uDe~#|j
zfm$#{*hRwh;PE1H=U*^{svw5%L6=RaSpMyyXVOUifu;y$RM?mXar5J5Y%;9zMSNM5
zgn5wIY3)7fR|Pc@qN#oU@1@i>s-)7%AqckoBNg-m6^3Q6I$iWAX)Dj}#~fEe$zT!m
z<Go&^m`frO4rjR^s};#;7Y%GT>Zg}3hd0L9=W~7t^33SRDR76O3F{0*RY?bOsI0_~
zqf3*i+|`=WZ*TPf+g>mv<~K~!vGOYGu#E+|WOz38SyWfBS)TFtrdZGFy<BmnVM2yg
zd%XAg{rPoEpUu~9#xUinKZGU0aToSJd2wx$f`YYYzd0Y2&n+M=rATH?ZQZD^C~MTw
zCXF~sn`BfN@PNGC7_NGJgY{KD9O4k(Y!<Vi;hczLF+jZSE07a0<7NoXe<%tQ8glu<
z)br{a>64wTrp&WFb5?`h<O1}QR@xtSJww2V;iF;EDj?6MzRr4~Yep*kfmPDMXZ-Q_
zq+DY~wB}Eb2mb^Y4Vp1Ah<g9^8NZt_`+Kolp(SOvn537JRzC`iNMnyc-q>&9n+%e~
zF02vWfRMs0WNJdb#pXvnz*qKBT<$1L$SP2Viicyq-Y_)9^v5S0&DxYl)aGZ5iuLwT
zT*}Sy8w)ZKlhM2^Q^ya`5aw&g9X!>^(@5gz;9Caypeu)zQHx{JCP2bic(}_uEenr{
z)u<7yGj$b+91>fTw_39GG6!>bps7j(LV4&WIy$;-Nd(QQNf(;VztH(A%L*Z*?PYT>
zbm@6|r4qcTtI8rbc>e0R)e<QI@Z0038E{Vg>3e!kiHx!MjfjPC`{EH;{MeCxZ*<@m
zh_E3Um9)`xr*uT1Z8J&yB)i#|<v^$><~u^Mnk0-MPPr@*o*EJ>`8*p6=?S2JO{6%E
zEZCo+NJ$&Xqo@K$%buZV8>gs}Nwd*J-CtqJcR^{Dj&AaxGLnmD7^+&hgz!PSY;ZJC
zeT15ygEU2~OnB{FrOZkZH0(V++#IJx%_AEodxlmw_(`i0%6+0A)+HLjGgR>HO5I@r
z={`<&*wlozo#*=%o^dN4v?lmgekAaof*#*)Sq{Y#_29h-mEH9)pnnMZk4Xbg%uhIG
z2~n+(q?)oM?3aw;VHHaW@2hvzEZe1@l8tNO&klPrh9AnSI7^0d<OD=^$KN}^%cFT?
zqieq@K=mHcT$wUw>a4z2Jhd&K3kR&Uol;qpVrwYI-MA7zv^^7GUGvc;8=9)<{nl&Y
z_-#t1El;l&MWyxg9J(em<V^-p-`i0rhPMf`NUSZydCAsTat|}hCeciH^GiEW$@!6x
z{?fL2x3ONy6v55b4-rU88i9CF3H^S^y?Yk?eXjp!iv~LU*nck5*2~-;IE{E?R3+;g
zVU8qB(ib_)A=n2Gmg>n@Y490nmP-90AM?fix8+Qq=kV}JA+e;YE0dF<L^i5)=d;GA
zuEA~anB?~x#r=3w8B;Qnd|K;7{yA}z_E6lHzRw2LC_5?kZF*j0EMfzbJVG)yE@R#s
zWf}HYA<c<&Cixo94epgf-Ag>jS^2Y>2KW!0fQEmd%+H*7#9Ia<uiY_x;pB1~e=E*g
zG%KgR@BQmpYEW459f!LEhYgz1F^IPRb^rb2>^>dDY-sz!TqGXxO~BU%aj&QPtSX9O
zrpre73Yg}G)}fY446Nks<wlqidE-XM!HS-pn6=WxvKvwfXKo0uDeg7na3D3oG<OFQ
z<2_UH!!ia7K0R^soOI4^mnSvOXn)|jV$ErBDeA2Ts;n?3t=XJ}S2O!$D#mbPd49OT
zZf@P$LnTVBwp^$*-kqw@k4z-W=`i;Q=^E1Pw@<;Fj6sx_X|SAX)Mb1<&^Q#PTqleA
zr^o2GIwSN^(a`MwI!Faat#>OYG6eE61S`=TaR{i=E~!bRsK@bUOu-D?SIpQS2nT#V
zmy{xmq=K^q4}lQnMkCK&ho}V(L5rk&Mw$8osm{4<hr=6vu1E*Vez+tZrFL`&rz=!f
zOfdtJXqEQ}wMa(Un`e4ee7^DGxUgoPYnEspow^E?yRxb<>1A#+%eEQDtrYV{ms=w}
zh|A{2&+(}4cMNx1KI2BBjEy<deUAH`0d4gqSQsKHgZ?5mdic*>QMaDCUgCeA55b9<
zic*YA5wUHMoNH`SgGQKegT%!7tG(Z)Y=|&ni_oq*f<k+%A!swm@rrJghSAY~R!+-;
ztUU@W?I)nH<S>=$^Q==W>SPb+$u>Sd=?_dDiP%-PPG}eH9z2Mn6CTO$Dt}M8^L7o-
z4*u)*U}-wWD&4*xk3uH?Y89Lv3@OB|OCXPoqf(YTtMYY%Rz^#4*zCvpm)X@H$YSc<
zkKeIv+YME`B!h~eA`8e)l-?Vd4ZZDP{{5_TN7=Q@daPanO}1Sd6a{Fq>+3H7T+%PN
zN8Vx1i0FB?>SlZ60+J5!XQiG(5iFSxU+5W6z`SnUypKT|JW;ez>me@(rk4buY~6$x
zrLn&eLfbjGogZS~zav*z_?hImf5ye4srhz#$0CKFZYB^UC;J>v)}PTmlg6PhPzNgR
zu?budxx3Ukntv%gh)KJ?^;+wxY82aldmr1U?B=qzq-C3|sdTZLxeWaBoXXZ7K%2O5
zdal-Zky3<%bD#kYQF-=$2ji|HfcNu6;tP;GmX?>FPFwc#?N+}lNho`}2o+p-VGSb7
zrmL$Fm#f9PBwDm4PTTo|;o;~#pId=8N=VzbKN8(;!-;<mwAXb#Chcm87`8>^WR!-~
z<kmg-yn&!Yx6EYO($<q}XY~vO{3Q+(jcIcSf(7GHm1jYKG0xnp-dPGeeta7Z`Xxm6
zVW|F2)G==p_0xnX_+fu6dBXW3pOc=(s}635c(0#}P>hzIXKDc5nTV0UiVwOznTRK1
zv;U5(B7VH5mQ$#xrR8(Ne`BX}V)=#mqAcx`>C8o1%EzbkKCMCbZ_{()h0C9y9G>R5
zGzjQ>(PfluGT;X0$A_Mhiwjdi*@6sBn>`KGv0wNebVP_lwjfz3x#o4kS>%WBbLxeU
zGG%Y*9J91zThYw#CFY`OylKY`OZ!z=A7ZYT#gel-^s3#WMK%qsYt=gOGGQ<D^=lcA
zHk|c~3eW28Qo|qeWKaMd5QLk%QUJIDEzwLy&R`YjeoG_?^YD5;qjOUFR`4;tjL_iQ
zvr%kNBcCJHZNpd^%gVs7XwJj8Ug4;<ax=bja{p%EeSQ?{U*XW_s#jX=1T9`Y^Qmy0
znpW=KnOTnvP+*q3x#kZ<*=l<8tvkDiHV}<iQt#J{c~O0naZf+!`vBvLYV0MS0g1BP
z`p2`0vN9rXqx0KYH+BQ^Xnw1!fhM&cf65}g8aXgV5bXpKvt-3zLM`KuMayBOnrg;B
z2h$spVWru2i}h}FcUUSmPJ6|--btm8=ipxiO4Ql9s!F-!t0vBWLi2ws#uJ%$e;_P>
z9QUp$HQ>jPTI~Vs7jR|Ii^fWy8*o{DwpivQ<tZ?o$eDgSsejQl-RLFXB2?|(Cq8jB
zT~5QZ68X{FIg8~tyz2TqnanDLD$U*WXp?rPvORnZEvA;1tudFi!0v1{{uOv3CX>b2
za-*4G+|H-#FCh9u@&CVM=Rn&o&vRIf)q!lCLva@>{<SzVz<E0p%D4x1vc_=pb_k!e
z_8_F_Xv;&gOobDsUSb1S-MxmY%NDWxpda0I{Xg<m@m?I~u2o&^_O^+RZWY6<XS}(Q
z>YxVj7!0}xXW=jSM_;S!G;GZ!rq%Nv#sE~lem}rrx)M81L{#)iOw0_cu}#kdIGz}W
z=Ob^rad{8V-s)j}hw3Gvts>DyVI2uTnC>H&APd5mWdtxUNiaT-W=?hzl4UlK_LU~j
zVytnk>el1@-mCIzb9EVkC20ux)iF+JwGuAx#eISaxU);+0yre22UJxVj?JJlq4jxi
zI`K?A>q}-W(=eeNwO+zcW+{KG`y1VBkx44*RuoV0HW{>%yIrp@==RP=LQ#l;=fZR7
zMTfVB6fyzP)Lv85QtHixyhs-qg~NEccG|8rY^AB;UkA8r)3jtc(e*SJQa76xI20xf
zRO&tNA^&CZj|8ukpBCk+3j#X?(BJQ$KSPSAzq%xjm{-?UCUN;|iV7Um{#p!5Z(yo3
zYOXN_Y53<y7@*T(J0$;Fxxq<|O(g(z$6<p4Yk>Qr^&Pwi=Flf@nWFm5)WSYh^Io7U
z_Ho-%o^X;t-t+0#pklv<*1A(+$R&C<x1e1CI|Ui=rdp5Wn1Rb;LfdOi#OLbemsi=b
zv14cgry<T2w+R_|W!BgJ%}WpQ#LTygW1u)17TGIIrpLnm?K8X=80l-q2opcg{a!iR
zAPb--1Pz*zqz(toO+Di!?c^j(yVn%Gx`lN=(w6l!*C6QKiVXes5kmN!gD$Bsv8f;(
zM*3nKn#8t1od=gQzm^ad#`vy66-|=<VSa)jB)TXk7`HZBH~2t7)Xy$IpopvuznypT
zX9Ui{&RPmu1fCph5pO<_*y|i9yUV};0Wg(7;Ph(+NOzNV({)e($h-}=#&y8NxSQ2?
zTQbs!PPjeskFr45hLhlF4`}n)1k8BT_38zH%rU*(V&uscZ<|{>F|I0f&u-nW@;=wO
z)>>$Szgk)z9UCp&8P5h41JJf^zU#pl7-`ijYB#6WP0sQaufZ3XZolB(QZ~?M<-G_b
zz;v){2lprSHv?*W#1EcfMDTWm(Z@?M4~KyXTF*t?YhW(`k-J)TcmK9l>u%kgWnQGG
zFrKz|-OW=wgAJcOTX-rX%GAhJmDr|Q1gqUl@&Hp$2*=BMu1<7yRL8%qpFacCCle`P
zp_zW~nqP4_DvrP}n-P)ak`83@3~2ZaR<KckN+pM~KD|cm@#fw_6-d7C!@Kjj-kfyT
zI=w+6|GUqi;jH~+d&ob?d3Tno3Gvst=-RF*Cb#WMG1Y;0mY)^gb9OMHDpfP1tCSAE
zo$|pdebA@l;xS`wnkeI*iv%}JtuFOoi_rBwSi7<;ja{pf_nD%SYH1nkiZVemM{l=Z
z8pd3k<zz8Tzx(-7<~N+WftlyLVI>|vs$yKi;v=?SfumQCqmF?s)=ZbDs;+>dVa)r3
zkB}!hmUd!4A|1~No*%v;Bc;lD^>*AeRftPa9S1{>=VHR+WPJYQOMXJICj8EHJbKh!
zzr()kryxqX8YkdhzPR@63tC*&eksR^QDM7~lP>-8Q}Qr_y1LznJP}}Ic|lXt&0har
zxpn4{r_CL2?=2@fAb4^JMrdUm?g^FwT9z^cm2kR~<M&fj%z@_39#XB#o~WqhxRn*O
zWaAPITzEUvv7QRq4u_x<u+UTm-xVB1p4oWj=H%D_$Hetsgc_%}WibnYd9%JC1C#i4
z?>p^MBL)l<e8+@K#M@KAJ-slV>$i6nc2-&W!~a;gRq#M7N&Ttrh{`-wh5{9`{_3p+
z2N>nqqa;&#^iNZo>a<OWt$NkupGk>E+#EJ}9KY4ENdgXQ(Dj#XJ%dGM);oXOn<C`8
zuU$2EgOBgfukqWwtv2W05fl7Z+Wzg-kpG&u^;Efeb&OjItK?%<Qe6*r&JN>ofs@;=
zZ2~`D5crf`F3-D^yZJ8)hN`X)n$>%mZ|pZHzBq4<djt6aP;475Yd4yM8Df_aCzpXi
zjJ0pAn!J-{pZxAn$tWmjVR(@uA!;jo^K+V*kIVMD8#G2ZZ_i#_zYlq4dw$Vy(jfXD
zh#fk-AD7(p>h`<8PjBs|z3^$nRZ+b@&1stRSO^t$JW?^`teo`TCbpe-I%(n`s9Vv(
zvZ>wIo(UxV3<fA@`MBu=?L@(p3}gK%T2W)=o1Iz)aLq7kmahSsckRKZ;NE1-fARHq
zy1DVXyu$Q`p6RK6Mql?waW}KaBK`6VTQ3UFFnXTq(Zw-QvI*10Mb%NNyxP|GNP<t;
zM>@jvxi;0Hq$}Fdy7aeOjL&h?=QCCps(-y;Un1+Rn>)eYJZeAJPx~l~y>Y5O5r3>s
zbiS1!z4^@vmf!)u%9g^`0Uz?gHtuv??0_&m+jfK7+Rj>nm>zdciTD99Vw}$rr_R;I
zzo?K)zI7e(0Z&X5buqq*#;-cwv?0}+-RUyQ6t`wvZ0!lB4$oEbG!zey^BWvoAGco6
zy}58XB9RZxat#4fzBX$u!8AjM5=H!Qi}Ev<iz73~tah#B>Nk_Ql;Oy-ZZ#{#>+baq
zWfysu7$kek_uouZ+JrwOM&~w*GOkYBO!`L8?_X5FRd$)WvSn5*LMuV<7KxIn$r!-D
zoJ)!O(_w3w4g)1(zeJ&vQZB=w#&;+!yW%_Mpw(%7POEh{LTQl&p<Ah8;zHC)#1SNe
ztb(D@S2;Xq)C1z!h44sq+03-rZ;?zKBA?7@+uqxz@~m<vKaXx}eDQP{wdpitf3B9}
zRqn6Vm#NIxKQLM@<UG!<{_W}J-TfKLlr$(;j~XRa2PxxxBNSnpdfD}>3a8<C`h5i$
z-!WHPClbghK{T`u<^T>enX}j6<6$H{5+>eQ<L`N+%wR`f@rYb3FcLofJchy8K`zRU
z#IcQItu{lHU%(seU48~6kS6%a!~?8(w@ntv`t(@qYEBy2qirE-vD58`bPLEO{&OUu
zkF7)XkcOS;2Za)@f+CsrdfxFH!n@;;Rnq0M+5qfjqyoa_`+$_`rL33siYZAL&5KX&
z`TQ5UsDA#H1|{u;6F~uepIWM-U2wt)^EcjDk^DTuOj&F`vD30N7o4~g4+DAV*&UtY
zsxR5%_;(%=997g&iYGrA<YZD%Gx#}brTCNd<yoBqdcLK9yGXAejdAoRIHOXb@aVxv
zqNxFb=L=pmyByHZtppKNrYih7=$!OI_Bouslx?&23S!fhc2|DdUtLX%buDSKltEpZ
zt|BW>eGO*#4s+fFIcDeS+|gw@t<V}JO&Uwf9+7wS%j8{6{E{$G%=>7WC9~9Sf?`~%
z7oM*#**U8bQ$&J9vrzWOjC@BOpc^nt{5y%Pcg-u7%_405Q}Qt2IfAf!$bKroq044f
zVgIhT<4rjF>!IQ?H)}D%MkW?53}d{uMDkg(t4lt^M&@C<XzPhMn-EHs<X^fhGpz|Y
zB%~86%GQdhU-pUj6AoYD$m)ktG66V_rbKa(iYi&33u#zmGzw}c;baqiEwJ?7AW)fB
zA$vWPu(h`!TXOFO=y6-nEnVzhgZGYPLo3S)QjW_dY{$T{tgOZ^&Sw>CK41q(O{$Id
z<3VPx?pfK#gUAk4cZmVX@LiQdSk`QTj4$Y4a1~t9(BFjcJ~l=Y7EY4vx)n|K2ss(Y
zv_uFk0*8WA3Ae&gqjE<(G2xPluOg(?S#PtEJn{U!ba<}9lT8`8?ii$`GISYkQd=mq
zcbMH++Grcz_=bhw`vC1m*xMSTreq~j5!kjL4M$5hpVY@*#!ejcQUwi6H5miex%$3C
z3`9E3=K{Ur_`1tAsJ>`yiXZ$2(#)ZX#%fpT+gllvuT&L<>T=z(e$6G=%0tC9`h}yK
znN9Yep@LbMek!(HYmecbu)}#B8HJ1Dwj>>f>A@EE-S__QqSgQUP^*99_whGAY_2!j
z#m4Gs&ngjB{z6$&emd&}E#{}ADVK9t!%qx&Zi5<m9dDWwo2VwI`Bbh_OD?z+Q*h~V
zPIGaAd&y%#rdbJTGsVl!&@kqbu-PdHl=WvOyn$4}Re}csO&}NkFhc~5o>81h__?f3
z;ag*ez6RyBNBtek#D>s$lC38UrX9sPFJs*pw9yuq<JxRqmIjO}Cfc8MTYfuEsHawx
z-(Y=l+KY1c<X3--iJ<4{5remN@2+pc50~l59tP3MKWlM!*xVqh-$RNBVx5@$%~?kr
z%M9}D?j1kgDDl@Tx%h?WUY8yl`%3B=?9FTD%*I7*l&G<Y>drxq-fwy@Wu*yFoXu$R
zFgOs7jqp`AMve2G^**-EH91l^ZAvgEXJtjELg!6t9jt{Bj}zzzBQge7KIdqBjY!}g
zagwfJQ+s@<o0P#t#}X1k;k=fy)GL;b7kbYjE<w#YST?V~GUPzvSg|ip8H^Dg(*6Kt
z)=IUEykkIw?u?-S0wMolbZrfyC!R`1u5O0wuJ$!7S9kCSX>NT-=;&S>9E-qV?<k8@
zRV2grj-4<jlH-qR7)XB|!1qknhxGM6%Vq(ibXoLEaLU|-Iq0(EB+X@|A>?B_(s=Lb
zVp@zRWx|D@ru969b`m%#W@QSv*tHry9g;~&fcg(fIvbt5UNz5nCCwh2_tlD+7JK58
z&EQ+fvJ8KHx+yUHk>T}^Z4(NLN{fyk=haEoqx}*+8YhE6g?`^sX~}=J!rj_FI*;|s
z-M&ZTUc3Y!8%g<}GGi!r^S{cBixkKJ$p4dAC(Vlab))A?_0jsQF>Ab$R*rJ#lfa&6
z%f?c{pwnj^g3v)-4-(4R)v}bkYi288*&(logM~Gu)y=(4f)AUOGb;;7D|`IkGQ4<x
z_<?-@saU55ldQK>Zn{$HKE6DH<>r~UW;*u-^mGu+wbNfV?T@C_o^mz)sp%=R@2PEL
zb;65Na8zP&B)cDzVI4xlQq)?lIkcL9ue4^3DkA#BJr3(T<BxTczz^^_>EKNXG5)c%
zGdZC*eZ~FT^8fpy_0#|O6Fet^<D{=-%*V%xMAUSGLdrCdAq_}YYIlJ?R=+ptx4fRi
z_?-Ic^QewiZ!1B!*j~0JeB41PA(V~|YQ)%S9jzEjWsP9j7E4u43qME(BJU>5l{Fp1
zzf`-i)FYua-&;ED=Ot{|Qh8fIhS)kZC6-R#o|m|9Wl3a1g^t{_(p^#~JTvcGDujK*
zM?>q1{DOlA+jRNF{hppiz;?`1Kn#kX#V;YdxFLcxc*;SZH~4@)zqbOWUVz_7QCeAV
zSuB#cu0JCf@U2BBmo$u{tcTMIAsc}apWIcbz9ymv1ZmfN$RTLH&upO|){SfKWFq4h
z<t~|hAVwRVfFpjMov5~SCYfm2`a^`$Dw{p!oyP7|qSmjjLZg@TWX^IH`t&h1YHLYw
zb2V!+%vl@w1FLkX0SW?Syp^4^$@^?nDeM99o%OAFSVCt8wKu224ltCIK@<s5>cg04
zdme=n?FaI|<A*<pC;@YkJVEEb)`nX<$)7I(X}%&;D>}YHy2S|4^82hwip5bYaCpFe
z$~gExcyg$GXqb!h^<{Y8hU1xSOdr#mU=fS_U=?Ev)l6z-Lq{sH^zHgnZaap7R=R9Q
z#nFyoR?G5y2AhCcj7)lF2};GyUET~2$(mHLhiaSv;h8X)2>sEnSetJnW)g*+W62$C
zvNE>#<>NU^7K?9vJQ1^l-%C{UV~)$~O42>p?M3Bx7i#`*^*>Y4f1C$kk^w$P#x-*=
zT6nM<Vd8g)Rxs;W?w5V>Cz!8Q#^OjDUnPb?(iOTB<A#(=5(-Ai>#$jewDAJn?+?$I
z><ZxDgGu$g8%Q4w>c%u-glY)ES{+}SmjXSu<QPlQw=Dls4@o(WEh2oU@;oi+A&wCl
z%hAFm%}BZ~2tx(Dx>R~YU~D<v<k#t;=5WrJ$1$Hg^6Itq`baAZL?OvxyM_NcRp<&w
zdo6vxvyuNT(CxXuOz%K~m06HysN9=`G=f~*8?*6KKlvg%n9z=cqWiBRNV}`}1aV#t
zhTPHVbvLZn5z#YKBdJHNYHOX|HBk-0*X=|WILTw0vlJDrD9UQ^iFvvT!A6wgPha;=
zdkgsh&+Txus|dmqXI5kNpa(aF6+G=-e3l)f>w^m~ZmpjSQ9I9t)Myd8824yDTy2@9
zoBoRnpId?Z`P~G9_b1>-{jVSav{n3T4#Vw-Ap{yZ!x8%(ojKN26vuMP^>P-+f`!91
zoKa9>h!hm@*E<3jlzQ#QBO_BFUk>h-j#)ej-$e8@np$Nzvh%BXIu;l`NF5cc_K1z7
z+$$k6k5YXYt0xw!a0I3VD~7YGHF&b;rH;WHgd#CNm@+E+foi^G7?m6ok0ksDjU7gN
zYLxQ9E%G)M4ZFR(eSZSw^xqfye{}+-Z0IHu8?7tO_(y~j{h-OIds)L-i4-qS0WTNJ
z6DsBCFFrc{cu{?RE-WHq)XZP(RUDy$Sr1DW#|I;iqjY?Z-9`;E+A?<2)S8KvwoNMi
zVs&_?K`CJsg<LKJ))$<5A9_)(6UXz0yy+;OSw1X#u;k1@xAD5Ta$iDjZ}1atD}vtA
z^0mXgXZcIA@ZjP1R&gMFutfx3wi)4nU*?}CxTK&#>@%5coftd^6NTXCC^?LKu%rYv
z&4OS;qZ~_d(3Qju=`ELLq#uV{Vd@jcoGT!I%;_9(ZwCU0Rf#E>L9{$?EQa^w&0cSO
zL~pJYN0V>%lm-V&5olRSR+&g2`k9LopXiZYO5fIIhIeu(5)zLWFIC+ZF35AxTPxhw
z;_z~P{Vefkd#Jl;0-EJ-*XZB$xu^hX@1xuG9l-jxYYw_@bL7XL_qy)k{%LxZ3nCMK
zZXaW>D$gKwCfRE_U%=gC(~hs8)x9MvtW6vs&MH`(7cxp}p&XT1M1D^;B0kosbi3j{
z=E}p!&T|VlU2hwFEz;UghBP`lL6pIMBIztKEL;45NVRFx7gln^@!M8~ehbf%+}B$%
z39BtM`l4medi)#-Sb#<5zY*g6nFb(CaN91of*>L48u`yq5A3!Wi!aeg?*<;UtBH25
zBsCUD^ug8Bn?)wn<hE-lTZwVu9e52HPjPUH1Z}YX!mnt3KK4{lQ|c)5`LnmM!JzZ{
zH33DNU#_KivXmAwV`ghSiU_uDoZhfUT=+?}1r!4H>?$b?SW(evgn1xmbPwMw@3Tnx
zWCr>!;U{rs$kreJS2Xm;{q^64?G9}4mCSTwr&W0>OP|>@OE*TkDV=5ije|n<h{bdl
z3SaZ2usTDO7Os`2ZQeMwXX0@T@(=rrZfAVxN*9@QroX;H;w<|I1TCxmkG46Wv@B!Q
zMsL{F?JReZf$<?>h0P%4<K*K#Nb`q2Qpy50Z5vUD!9@II&~B1kNHlWPTnk6xh(w%8
z9N%o9LIxfme&789Q&XEZFu3j>fvgZcXuer|0CeB~dW87LO=loV6vOFe;P`7buboBe
z)M}qM@Jkc+nrY&T792!*n_5cyGwB^|X>5PZRAQB9S`>P|c^d@MKb@xQ{qi?1gV?kf
zCw`Un$C*xXoM(3#hh@AL+(H)iU0BcAv9PaLBSHL`Nw(Svo8O)gt=wPfN#US*lfCs^
z$;LL1kc4(Wg@Iu*1EzeO7UqD`rDe?c_RxSE*Y3}4^$#D?-x;FYEwh_zFm?`@U4hRR
z2?~EQ!~>e;EnCmGTRTe6;$>4EFBx9=G~}&<S-RY-pJtNJD}U#M-3MUAXXELx2bgm`
zS#5sN=;Z|XTe>};A7D-*;CSa{XMWeZ5cENp{{L&tuEvx!2rCm+-8?sEd^~<sh%U**
zd<H{wRa9n7`ZZaBEfmb$&H&7AIX27fkfKiCCc(>dFvC?wCbZ~ker5S1FCUHr4r9UT
zVFMFPyXLy8$>$s<=&7b<3FOa!?xDZBne*|yuDR*8@utgHwI<21GmL0lt_-~@-`vl$
zUAXzmemgbs^78N%K5Mlaut<XOfuX?Z2cTQpJLvY}=KQM@pmgJ$M&Q$-A?zDVmuA`3
z>#3t=+ycW@&>zU$iSw~N16dQf7&DL_HEAJ^DKDVt#LReIA<8HuoNUqWLx(^jfE;NY
zzt}MxgTTdsD6i05`x+*iPC2Q%GQ_+a%A`_gu2)J*2f|{9dm0@!$CiSmiZvQ`o{9!~
zQ+=6+Lz>It7CIcV`y;E(FDFTx?@ZSg4>7L5q;n8HHtD*6EaCi!ccs+!#;$+X7zltZ
zz)VGrp;G#-&<|Eqa)difJtG(Zb0n%PhsG5`=Z}7p*`g2K&K7NRk+-E5G+FUA6i0mu
zY@C8;Q)EEMyn*H-=rW+A*135%L+ocysqvN~O_gn0>20tF#M3PSM>0&2u_)P(nhy>{
zuIMj24Q)rq$I%Ff>-MQ9h5n$t!Db*E?uj$^=DgLV`u<$1ExegX02nty2O7ShO@fuh
z#Gj$NXDT`1udAurJkL0|p1YzK^f*=|J)hp_;H>!ixy6IXOIeRJX}_Q9K<iGT^Yb>U
z1D9IPmBk;Qv{z46>3?m}k`l|!Ai9=Ic0nKd`i?(I!|LaEU63u9ubx|+Vc#atkD2uU
zM_|WayJ{&Th`R%n#K)hq2b!2&j*_68n>sr)@yK|y9)Pe;;W9B>_CMJzl)D*8_ewSy
zpMvQiVC>AOQ8f*t`UN1^ByuaQCmU%B_51Kx7_uk9MX{)Rl_xtQO~KJbiA<ItcauzQ
z8E|4%K3<^F55%dm7~}XUV(Vsso%g6yK2App{R4ZZe}Ys3I!Un2t%MMcy(J<&NkcCN
zo<k0mZ<0?x)XbcRQ>%Fv(XHlbNqCKCILv!$@iVLJ#ji5C9<_p*QsZ@xz1wuq;y>wN
z&qV$IH}V6_?3czL=+-kh9A*9Q->WbCKfBvInq?Bmn$Px%s@HE)Z2>a-D>Af^n~~1a
z#x?j>jvmTL@WOt@H>24VjFkrQIRE}=*u;W*wb91<jq9&lDQ|m4fr(EY`=K?Lw<=gb
zxdyrZE0NBkS_cYg_dg2hRZAFbUP@GnGVSM25y4Ncn?XQtI#W)A&slK8p_X<wsOK}7
zr(}MMp`tYoAE0Fao-;wwi?IlzelS8d<@yFhpFU^#9k&@?;ET(nZ;xOMG>cd&c>AMR
zRi3~0lfY1H<EJmc1XrLM-v!aqkEYaQH-J_X2o#&ja6*2cRO48Go04_zOv%quy=+vG
zCU9=EBZ9%vmR>Mmki$rlY2qlS=}aH#1>|nu^1~glyb?@v6f7Tku)yUXr0Z&Dvx_R3
z1ae#q1@N<J_wTD3wbnGk9toLbwN+W$;K~*cm3pL;E{9FgYf$J;j2kc(niaQ$6#M0y
z^-?{aU7adq+tT}8f=Y`tfsD0OX)43lG?%{yPb=cAhN)p}wVCG7(<$6cKPGbb`raAy
z`6~h=_#7*)pXRR_6=ib8lgq~~a!Ft4cdyp*rn@NG$d;6~lrO5X?(lvFLv*P!n%`H?
zwFdJYC)`I9JQp8p-w76FB^uzGV8Nik>?+i9(ZY$1<v4k$KR~1tWVYV#H7ZH3sYg{$
z`>e!69t8so{O&2bD_bmPFBIgn7D4if{bO=wYrzCfFP}#7ElO$8o$0FQqyvW*7Msg<
zeUXMnGspa<X)cd2_-|&JlJNecQGTAWwA2i)6QF!9oN;#98c)x=Wnjqw1Iw{@u}pP4
zPfO2nZ$2?-ykKf_6z<QE*s2Nm*W-mEz!5IWZrML<f}`~(#!){v1azqAuYIaCP9?yM
zN}o4B`uOg4*Yjl(Clm|<pUgggQE=c&QT@39KtuK4%2XbVjeLBbaVs89<@X$?=>u9{
z^^(%z%AH`WfG;xbsrFAW_)liHbMRGFDy+{!q)B;>6W$$Y-90IL+Wn6Ks<_s&UI$Hw
zYem$wwABZQa)^&_wB5V%=4zd8Rl(LSd{L>fR=rCUX*c_+H|Rq^!oD+M>thqbHo!G+
zx9t?GWdkOtp1U*R<P{b+UHPQ_;<KF`x+?e1`cH7P4EE%dp!tMrz%eff+FpnJC%B1y
zG5>4upTSL~5goXt=gxbOLhry&`^7ew#`C)p{Pvtyo!QW)$DYSVcm7Si;rjgb71~w*
z>K6{>4Pa?Ug9(NP-Oi>STWE3tiy^P`wiLNyGN*Og@j<-|W1Zzt#@N2=_GW(npv_Pc
z@78Yb|JiLxg~-+Yg3~*lfafBnz3I^uTYZT&Bxs{^XZP+Y1)Ld$Iqce<(bZGeRvg-F
zs=35#&BvVrt!xHPUy8+gR-1Y|{9W;$FGl?MpC$RGZ@V|T|2%bj&Tr*s>i^d+{jy@p
zaqAh+3w`6e9`)Lb-Ky^4eYo;a@FT5h?NdriXPY0Mu_$Kx6Pp8u{1=`U6{hXaIW{|A
z_t)LI=S?DF%`X5CI{13sZ)VA}kH^yPd_Df(26(~q$;o~G{Ht%Rg&qhT0z44->Ur3_
z%;)lNz+1f6{C+n-OuNZL=@sz&X8pRdgD(ParEgo*4s8E3oHa=NvjI5s;a^?(4|op4
z%3B*s<9%ZzxAz^FFaH6&p)}iV%S=sXwl5XWPDbOogw);T`P|}1p2=<dKHX}H+&n!8
zcoNC=ceP8GssdXZcEF3!H>>q$x$OrQ#Da-!t6hOz5&^+FPNhR<RzERQ`r=zxw(V&J
zbUP7v*L#P_!Dk$sAG(S>$Xs>Wb)(<ibI0U`Sz}ghQNP(bRpy#srD%v<$VQ>x5uD~8
zpO<`}{gSg`i}IuD>stIQo2D3D-=cp^-D6f6tD)#=*0m*ZJ-1EmEyYzW4MR@X@Jg|p
zE_E?JnD|-fbZ{Q4k@EJ`k8?{qfT!K2Jy9~u_sIFrbRo)ie<^HPA+V|k-Ae|!RT7+V
zU8EobOTMoyPkZ!E3rRN0S*aYl>d5!dP4BI5NmoprvP%d!^6uea>~DQ0WzjM7Q_LFI
znD)rNe;!(1HlcP8x4eUh*0mX;y%|eN@@{(kKYdMcJ?qWH9^k2RPQjn8T4UyDdg~^x
zOpRGC@4BMu$e%BtFRYl$EU@x)JG2i3xlRFmxC_E*H-%1T@XYn$=9n>i`WZXL_P0B-
z)~ftHV4|J)Rw%S*KX1{LZ;F@K{s`RnL_z;Z<D2PXnnhFQxctqya{Y<MLD$pauU~8R
zZK+cUf{rg?^Dr-D+uO3MI@fw0IRm%u`RM3f3!3oJtLI1Hnx{@W(?w-hMkqZFb6~2v
zFo}8L%K4#eCnW9^ZF(rXVz*dS-9z>XtAOW;Jrk>S44WjM5^S6YT+s<kf)k<LrDkx0
zehI4Ywye5%=JSO#=Ig;>+0ijfS&@e<u4JfcU7fA#U$OdQ=+}uCO<uEn(Eqyp;pv*K
zy6P&Qj3;Q`v?z3}DiYgv%5M84H<1=5P!|_C4hY?}2R)$)V%f#6)Sk$)zY(`S@XULZ
zZTC56b@4MFYiE~j9*eSX>Ts_Bo(Z|J=i(oqbt?8VD?U3`Jo~n=kCC@!i}3;94-AUj
zf7R!F&juQ<;19jC3|p}I-V^#PHFZVI;#BU3ORr26(zFVSbe(=T{BB;uk_9_~2d@ap
zolRfX5+ZgZDz8bQ<;R7NwkJ$yT&3<MthTKnA{lNAS<HB)oK11^#hxqt&r)Vro>(y3
zw8!^s>pSf&$JH+>nNJY^bosbbb*CZUlrlC(=mD$P0z1iNUVmhO^R!s`A19w?=d>JT
zKB>|BF<4dmrUmnsBOU#1vJRVXvUgok<^C%sqadSEdx`(W(wU8rgK1IY4J9CE?NNO;
zb&H?hl{Fns(fg*Z;fN`AH0wKmaLK;OGDoV*4VL!vt<5oVI9ycd!9S(+8OOa4JW&R<
zhb6ez>tS%6iHGF#PgA|Ti&x#dHesrqMOT2;f-Q*(%6xZ>s|_+;oHtEn-u~1PPbkjX
z64B;6iG9X_9NnKi3nlBG7$0N(q%i+vzmvKE`?>}u8IvbYL4vpXWD7rUz6K4v&;J=U
X?c8l1M2ffpBcH+3)z4*}Q$iB}R{`rb
literal 0
HcmV?d00001
diff --git a/log/zPythonScripteTest/err_n_plots/IterPlot__Vp_Vp__fwi_FWISO_iterate_m_allshots_5_2.png b/log/zPythonScripteTest/err_n_plots/IterPlot__Vp_Vp__fwi_FWISO_iterate_m_allshots_5_2.png
new file mode 100644
index 0000000000000000000000000000000000000000..5fb1e323b51357524dc5511965486f807ef67ffc
GIT binary patch
literal 38672
zcmagF1yo$!vNcK!x5g#7dyvK@3GVLh4#8a#+=Dv=cXv;4cXxujyS+{Fo%7DQ@BZ%}
zBaCJ=>D_y+RaLWU&bfnRq=XS*abO`JAP_`F1mqwfUaJ5<KcQa(@BCy;&Vhi4n-LZG
zq~M%#nCg;()^+=wev~#Bz3H#`arhkvH@m{y(0-zB%GE?`6tGaVGntv*gP9(EnZ{P$
zX|i)?r*r2jx+M2W=bK1=WVBefSDPB&H;v}>jT*hYXp7ZH<eR1@xR@74)342+W=jh8
zN=r+RlJ@Q{wkx)V8<TspF3QIT%ev|(AlyW+KYkSI74d?8v%|-+O1MY&>W&}rNKJL#
z&!&pVG_3f2YwDBGD+ma0{(yuw3%X~}j2fS)TB|(Yh7q|9@?#9I%1^Wp*S)MrmOV!3
z=M(BG_<R9zM_R90ehd<_=@mDmhhZ@r=u`H6eEt=R3<2>m``1Tk2nfP)9m2N|5Xhz<
zkbw;eWT_}F(S-U=R2^*lt4E4wCWh!SNj+DncEdWRdS<N!<9W2A*Zu&aI>v%>i~n<+
zFC8J>pky#M5pY`~K41UOm*u6K4)s->i2?mGhLAOZ{4k|KLW8b~s5fLhu)yuzq{v$M
zN=*vl(2(_gCV$bk1>H;|1cv>t6|;OY*!%x}^~=IBdorPt>{uqTk8gA?9!QB7`W`&1
zi0h*^gxs*Dm{8z2f36vea?Mct3ZPT<33b`7!{J2LcXlUjcl&UXKE7xE3<Sd%<eUFx
z9i8n}8m8SA)ZGz+Lb(n+aRJ6B+!dG;cTTLoSJdJZAgQQoyNYs{70erQ32~Jaf3c#d
ztwFA@HvC|R5{J7dBEh#Hl6Bk=Qo%I+K=Pj(jRg&yr2r1RFYwL82#_x~5ZP_4v;2K0
zrrwNZlWNO2tp_P@(^ZPknJzBcrBic}mP*S|(06SygPvu`AEYB<@O6%mbjHG@FN#YI
z!q1qMQ`g(FRwH>{P3#!H{+F)M|8lzj^`(-u%<cHtO!4>Ma_QE`=6r2U$<E)!3R=)m
zu@);#RmjnmB?z!5iH$$OWHNpN8|uggXi6IBFK0`rCgG_TkmAaIL?VO9Cne1s<u8at
z!f;#gQAxoLv`{HIv()?l`SOx3wY!jtr0)&=La$X)MO%Vo=}@Z71<8Cd{9%Mx;C}k+
zkL?Pxhle7ku>PjahvC&jg!*dPiBV$nVZiv~xxvS=?p~4fm}zgJP|SjKuBdbx9yo!*
z?SM@k#{cX7=4yeHa%Flf^1B69<+!)_VaO3WZand5G9Hd$`N7f$eske-8f?iZLRQ7(
zLZ{TGh5hD79eon*!CyWV>the=3$>%+vZ1W1JRBt+Zp)D4eqMyPkC1SN!f6a>I~fZt
z4n$J*d5aS1-&srd@!mIki{tg5z>54Qu(CWd@PWi5y*WO&J9_XML6KE$vx?wz<X=71
zxX)_yEY~3eJ+2m3(Kmk4=-!J*eF+%v9oxH3ke}bJK(*OrE}8fY<U((^<N^jQEk&mD
zBFFw9DwAqkiuX(EWs1wnKJB6g%sfA~ha5vK^oB6B9J}Cy!gwxcuMQUsiftQ+N3&$3
zaVbn`X@<l;5UEAu$m+gVQ!aT(E(W2a&f09QsHAut&wd6MQj5zICzNcT8rcg5_x^aG
zQRf#k0M>>)a~s)Gv&bVi9}QU;B%5h8h>WjlN+a^oAr|_Jk@^$=+>dy2Nn_-pO|hQU
zi{wcqvLC-ym@^A_ML3N6ceb??#09KdZ^t4^d7APmSF{@*jfrAywLM*)o+MLwIB66I
znZ|goflLTA`RRS+19eTBxtG+)mg|*Zb*fqwZ?VuC5O{Y%kLPN!GC0F<|5CZU^X-OX
z9+?|3wNjF;=C-wGpFdtM+I1ULN^!h>NoRpnnDu~KQ+W}A0c8u73R|D&Z^>-O3D3V^
ziK!`j@Ar0l42wKfA<LwJgPEkF?B!Z7>Uq4MyAIs(!(3@Q^*{H(a5tUjp1BM(`EA;<
zP)%j>FqN0?*}4-A7GSY3Y0L7zD3o4os=G_YPH*P2vk~mNVyHb5Ba=_%sym!+nMjcJ
zk$&p`K0Y3v$W6VXVrRTWhcXdIgyqv|W>2rjkVgG^Y=<g=#Xs=sP~k~3sD)hvjz8R9
zMm|yvNlBo-QkGU4P4*Iu0}hkxJkRhbukTWWya2!ImCT=#$TziDA9`0p62_Q>v)9{*
zA!LWo6MZHqrvF;!Ldm{U(E<jfVYK+ROKGCpnVPw32%K)&dh(kqD8IgbH3!p*iWa#J
zT%kSVFv5ErUZU;<8Y6kWIsHlE#`1JG*0bz>a$JToHl>{Ea_YA(M|EA%v*LPD!G;R6
z<|is3P-`ij#&UMQ@@Uo*PBwHfsX!z4EOxD%3<CkN`aRD&y<;zjUQrQj-EtY3PF%H3
zTSV{<3W4)m*tgKsrb7C*Jq9nYof?1Ha`AXae#mPamVD!FDa(C%jTw(8zlN2@n_<Ba
zrMexFaj1wF$U_FD+Fk7k5|j~TVrscR7c&dvoU=7MIa^g(OOozI@jcFwh{u<bWM*bQ
zSbMBbPEa5ok7e0)Odg(()HUDDf6II3sj6kIFjt<c;d|Q0tJAbSQw}%VJ-vbalb-?t
z`qDhPnoWAdYRv|RdsFB`#!tUPH0@Tjr35VJ(WJ2WsuNSBc^{8@(%ppw_yevUujTpf
zj|@@WE_N2#`Hz=#lr>$pCZr!OdSCGbQbvj_x!zCKn75hCjb*?3Q`rRsPMr^m%MRH@
z+}6l^1_s3^wi-&s1&q^dG(J_q1-o5OBah{yLOtC|E3;NTDXYz|eZBYmVDN>3c)qUe
zYNqaK0B$t}8Tt=cTrnH=2gMnJ#>~qY@=GLHVuu`B;t}inQg{qwY^nkXmQQQd>4SR^
z)VkW+A66Eh4(~8Il!_NWoVRp6nJ=SM)(BA=WbPszF!ft4@kR<OTGs5hi_hYzh^5tu
z-?llH&5Gkmi%u6lhiD@)j)fMgO$FHv5L4v7PmPH+vsh42ETKqQrX}*wD`ZtBv4taa
z8-Sp@HiaXd9e`B5>nf~{kc}<j@9bx#S`RJMhb4rKZQEh~9p6p*gOMOk2WHA^3?1x*
zxUBlgo3K&Re~%|qI37gOk3mbhQk8dih)s|_)>-uRctpL`Z~&1Qhqt)c>9`}5t7R{^
zYzoO*NKBl|eLp$x>F^~sQKg63H#f2#W6X%4jvJsLAilfcXc%c(%=<L`^4?ms8{Epw
z(OifiV4L)MN6&stQ<1<g5EAd+>Q<NVZ1C#OUbb#*l)axS(1!uh-8qLTRme41ULSCX
z2j%Pcpztx*j%7hDIN}^%)tJhExsYuM>UC)GBPc!7{_x=skh+V~Zb>9nKQ9GgYK^Nz
zNF}rK#o7j$jH{CD=UEL+Jka>7K_YNxK1B>AJ7uf0Lj3s<r9>i2p(o<?UJ)D$jG^kx
zc{65Si!_i>l8N@2=_L*a368$)kT$zlcy8l#xZbXULgJVY4*l;sSix#YwUIH%1HFQm
zpKCn2l3eglw+FcPVkn6$;n*tR!>f{y{phMFa*~8{^JAr9PGi*+g?$BMYAq#XNTyhD
zMBmw!Fc+ATdcH-QBP5YU!p<0*G3aC%`f?*=3U4Y^nm+rraI!1kz3(&SCt~7cm>z+i
zt4?%ddn;783R)in(JF0yi!LAE4#fR0zk9#hZP70@6zwe~rn7oVetCkTp`orteTiW_
z&w2)PnHk9@yn{D+BxGUCRS-rmJq|kpk)x_kuD{n~&+1Yu&!MVjhd}wnt2ed9-(J8A
z!uTTp6L4IpW9>-Fma{Ud>GdA>Y1c+{M498`h*?taH|*pG;>x6*j%kp5zi}4Fw7rf;
z_|vnl&erm{j0Y*SQ9A!L+}c#;6Csxuu)o@nee(MO1X9}c#Ms{6yz7AcLah)ygLv8U
z*Pkzq@5hb}Q3}p*NvLkVk@LOu5Z1WZyR{Go$Ck@0;^*7v^M{niMp6(0{$i2GeYGF!
ztG^%O-yXJ<#$omithHWYHouAj!ePGN1{dr)Hp++e^f*;mh-1f_*>BnOd|6hv|NOM|
zoDyXe`zDGiq^262DF?lc_0CjIEm3*$rtPq%W$xMy<sEH~q{gXuk<=;FsGrM2&sS9W
zoIEDpa)mIaoan)y;q+8KkG6BT*QTh90rL3LHi@GOsIsbNPCRiw#-rSbjQNaVy3TLj
z-p2}tx}9d6!hM_vv-!J`4UHv+R4;xSDh82_S%+ng(wYbu25)f(Q#Ne{o9f-Ns`ljS
zP_TKY@LHq*rPayUQ%qo_?Z&h3E5yZi8Z-IQp~YhTVJ%nM!y#Tg`;gk))HJ#0=|GR;
zQ6X_A3DgCa+aBXrvsBgu5HK~2+O?m)X>{5b5Fl_b*XwRdN0A*#)11((GoQ%y4m4`5
zyP;s?oeVWp+pJyUYrcBA^Oh78ysdk>BNo4I;==tifc)sGET)nd0!8k-UNR+a>7SV0
z0(-}FG21G@V!a%E{=8lHoOCxF$Kc31Ty8T_8-VZmxW96<^qb5)h!Q_y$#I~o#noY`
zm+0mdXb*r4mOfQ&uC-&N7PVuB=yZbTdF-CNCO>DbgX^}(;Rx%S`%1(8>w|*U<FBUI
zJReFH*6^C_O}AYxx~5aZJSI8qP0j;Wv>Y$ST9}=oh5mHzqojD8)f|^GkLC`j-AHs)
zr|6PFW2Ks>E6=WnP7KMjtCEccdiMZCT=nIpgG0YnB-lN<Q1G1IgmK`%gZTqALv{;v
zm@B}o(k%wA&#p8bT)+);?UvN>rE!=8ox>j#mIZ(iz!h%Siy!i>w)XM#hfK07)j=Sa
zje>FVun>I+)0E74Tb^AR`U{0Y4F!_lD7domav{GL=B{fEouRrM8pbP?(E8+YNtFoa
z^Q07LGrG?tlTwht*2!Xu$@6-Q^s{yXu&Tkj1&p%{FoveyCv9@6JFbwZ;#sTABnBPk
zEaE6Kt?`828A-wA&qHHXIh2#&uBFZ25(V36J?(En-SC;}cbrwl<gLE_rbVekJgThF
zBp#?sJ|T{W!6Q7z7hfs;Rma=Qt8|tJh?aMN)c$z>-!talDI_Vu<#alL_#?eim7zhy
zJVBM8r!SQlw`oQ9`cb9g1-s2T^T^sj_F#a7lEj`XN~g!XbBi;)X2owh%lWxqVigkO
zSn;z5pv}%0w2?S7=tM$8NsBV_&2JGWZS>NN0lr`q5jg!tamePC*%8UP&DR>*^E@<7
zlQ%g*Vddh3vDgN|WBG&G&Cyy!8nh(Ly&*A6S~sagMxyso7j)Buy}?ug3|4%)<d$E9
z2tR`6wn`=p{sem<i*v-woV#^9OorNO*XKK3>c{ZEj&_GQL^FpU!jzB&(=WWDGG*e3
z(ani@^Nb51O*6H^$*K$7;eO|N_qkCCF2)X_RLX%^lz(0&qu|I&_R80MG61df;w^t<
z3}9oDpK5H6mCVC2wCt@jy)Zo|qS;K2O&t}MP!JXG*uw#5k{V>nkx(a3)=Mt@Hckfz
za^%v(q-HbvbVm5#jOd{FnSCC`o~JOH31-1gh*wm!kSB>WgjKP5j(lyJA%}_1WuI_$
z_E5KSTkk&AZ9uFz-L?R<tqknXG($a0n&ssWKr5`R+FDR)tDL@^;{%C*dKl8fw#jhU
zg~^qd;-)U2+&>V~a(|U7(0O!^%Vz0zn&Wc5RWjRb*wgA!12n>P`%X7EHvAN!1k(~r
zgmFN6euu272}-u|G+1ulM4*Dhh+$BXdD`2DJ8C??2R;xh2y~oIUd}){=QR;gt+Zc?
z%GuZQ@K}3(+GqyayLiEVWlOO-y$ETKdmzWtMBHzgD>C)mfbJWBjKsT*P<1a4S>R^p
zzx@fe>|cENo*uw=k&*e$Jm{RkP`t+u;ef-8d){2eR4!e-Y2xGdm?3Cm2;qL%xro=k
z{qckFcwC%3#kGG7k29wD*5aHbLNcAry35-0+FrG-<NlH>1zokq3>6fH>vnKhcL(c!
zdNWyf?6qo0jKkP`@a<e0hdbZ+)2HR&SX@j7t$W~){R3=IC-e8uS3hf(nw+8xD_(}=
zpA4}Jj(n$+@WgkAcq@ta)4k)Rhg=S{iO%yUd`liKv|EFTO$QwjN)^P()U|wfv&jPX
zJ(ieW_rFhh+#KnssJO2Zc&`^7Zg*sTP=Ypiygapz@;!xS+lrf(-inn_JMlgA+7mZk
zL`@t$o-5|1xW7~sF)`Q(T-mEsadPg5Yl7<|%|-xg`IaA3u73Q1)RO_AI?7YkNgt1|
z3td>JXib+bjAnT3GnW&md)_tdHyS=75-_`dxZeZz2zl%`*}jIZg#sUPT<mFLW}Gm7
zvX;C&o57cnfwpJGTgx&nO|QoRxF8c?{|DkqqOt#ehq$HX@6O0KJrTInZF}Plc%YJ%
z^4Od*RryZ>OO2*!qE|a(iGgNjd#sjnnSIlfla{mPv4Q<}4(IYkb5-#uV>83-tp)IJ
zA`Wa07(D__0NClb))&yI*`%1x_bwVp@R#&A0ym+FWs`~{6w#Pl1qCzW6$rJ*d+JC~
zl^B3*z{GN%w4O1x<W&L%B%8lP{HO{|?2M$T$$peB1}61rKkEwC<4ZSYRzgl(P}ce#
zyk!Rq%^~QJQR_ZVN4$>PKDFyQ-5FK=&VKg+5e&IC1tt_fm9;b4rlE5PJIazXE^Jsc
z;JvY%P59us<9o_qqg_I~A|jB=WruDOUwRm1a=8bqx^X_zmj9e3DXP1EF=bAzF+)R7
z&wfyj*i8-KZLNDnbRZ=B&ay=9Cm&bOhdyImR;B*3Klw8%m*&2=G*v`nv4F#NrE)cO
zN^-YQ+X4XNGcVtEN|i8Mwp-fuXh#{U>`H4ujkWS(y~v~87;lTX@rdf(1Du_5SwVjB
z;!>&R*y^Vi@>GX*QGI`wVGTt^`DdsF=q$?xVqo-;ZngMJ>JjqZyAPb9@7Gx^T|V6p
z@TpZN1(w!7n0ws6@2<Suo4N$z-SsXp@%i}ZxmdO8_F_Uf#?kV5Zd)DS#r`fcVrI71
z;}D6winyqs4FtrCxpn<%hJR;&{}S`cz5SM3dK#}yC&EnnLhjI$r~!427x8kgq+R5<
zvopOgX12fd3E|+gP8ZMfwR=aKz7SIDj{15vN7>^V=|E;)TH5V_ml5B6`W(WpW@Ghz
z*U$?4+RZCkuMTnF$ALyo`?Y!y$sOiK&%glNFpy3`c}C4o-R%II@^n6i3kw$$izB|?
zy}GX+Xb8a7+qHb67W$Tr>hoc2`8IYox8d=DvIje$d12ZHhC>3cheU~$R*#XChJnJO
z+x7nbeoX-u!?PeHzKivsJcQ%PitPG&ot;rnWo?IPey@93U_{1cRp7l@rAg%ceutgG
zB(<lJg=P=pb%Dio1NXm^6c7SS-+_D#WmHualgo<E4IQ(pe+3X>xD>jRlZmn0M3=-^
zFvfSCU1s^~xa<uIPNGqe<H+o&Bp8UMv8EOz{6dtp!$|n@%N`}v3<uBjnLcJ5E65N9
zHHeq0mhe5Sr8owoX+bEW*(>4+9BCg$_%d=bwhUE|>WIBvlV--K10*PUon=CJ>_zk5
zRjo@euWFOaGSA1Gs2p=I_s11{_tm7#Ool8n2F==|fEjKXP5GHTr(K}uao+I8Pvwj)
z)~s{5I>>n`#=FKw^xCaYX-y0aCM+#(dqL?Q4}D3Xj)4sptJO#ztNN$rWUtemwsg1S
zQ08zh+m8`K2$mpK-q%)kf14~he}u#9RqZl5+Ftb<*NLi;Au|za(kQmagGhi1veA#Y
z-Ol2}=Cd-1z)yvPJBPxbTW^Y&d;s1woyc8Xm*%}M;%o`&NqwnXd%9b*@)6kF^?CcQ
z6DtptB(XhzDDOA+T+QojZ8p@PmXqI${+-I&>ME)YP5c3@d`-Li6<A&-Gv|TyGn&kP
zfm+U{%gZg`r)#jYj5IMd!^$js#ckq`qUgTKKbhgpP-wmf{L`rG18v`|-=WHOZQ&sd
z&!p2or33=whB>kelhjkctbl^N{Pmo1auC1{SS>f}55(aO&14H-4+~VA&+wX&Vw4nF
z(l3stwM+>p$YmBl{$UMT6IeFmY*0NLch;vQ4NVqG69TzMib|KuL}t|*LJ-+|cS5S^
z3cWh4%{Q%x=UerUIks0kuUzWb_%KS<pWlIMthFTs0P67aY|L`unnm8=y3|7;JM7MP
zh5{h|n>9Q<S~=w78lI0H3x}<iIAi0jHL8rxPjn6EQ!a@}f`iW%YJtlus6I#CH##gj
zm3-A~Ds((v78bzcswT>G#XJVCI+#>-(QMbvqG;9^<siWFWfgS!>_}(X=6Hyi?tVA-
z;|*05It|<CD*|?Zx~ZVr%?fGx1xpO+$D3bre6QKMcrhBn_)51=kh*4jNSaQCk2-6k
z4mz&%<byrzp+>IS`S3Zy_|OJW)7hWdUHW@!Z+j|ldd_2{sk`|4I6EkQ@x=}BF*enn
z_Eex8kf?`(3)-HtSqiqX`6}%BtnLW3XqI{we@PI`Wn<*b2593QOq!!-q!qa{z25)Y
z8ax}uSNTeFL@ynFG8(UG`_6>X1zr7s#HoYNb67kO8*EGX5+L_ls9>+nDWpJ?$sivb
zIp9!9GLiVyH2LO5_lEf3V9y{CI5S&gTV3y<iCrJGt&f+A7|yyckd%uTbr!BVVLJBY
zyVG3ZK|I%s79;1?{GvdUvPr{=Ja*c1>VyIFLU0jI&MNJDA$~dH$T~k?FH*8@+^j7K
zdYk@6!s9H}<y;vJZ9~)M78@ZbPZDdo$!T{u)y?bv-Z)BB%V4RI;mLMIT)=*<PHJdm
z<(YWeiJqgxe8y3|_MraqilWH;MqE22zW8y1=b0=sg#P_P-SN{bnsF+}xXr;OZtb$`
zJ*tDlqC-P&?osUu_pZzGsQ$g#qX^@R9CRXRY8sHfbm2hks(%+Sqv7=2d`ok6RI&_A
z{yy($UW&Nev0G4JY3tb_iL1RSrJT%nr~4Ajp7jb~qI4Z2dp;hj!+4qIHRbE{HvIz#
zQlAdRk4p;+u~|+6#ThtCGDMPD-_<?rwYPt31{huq=hM`()>@sVyApss48bUAy>5*!
zt>0tda#Fkmn#gN<u9gguYpYaG`=vR7i#uGnvb(hwfL~l{u(KwPoUb(OsgB>)wB6MN
zJ{#Vn5AbriSM|jWRY!UwM4KJ&uV~vN8O~ja{e-KL%Nm=0Zyu>RV9?ejDtDqpIWBZR
zlXF|K7zb@PB2rZn-)cy;Hd_GX?+s$B<*7F1fuD&uueN0HmF_PxIbxr5<pb=q8V_Mj
z*0`_Cdc<8yOK-T-J_&7qNJ8l?CnDzGvV3~erODV)NX?Zn?ECSPT^IHW)b;u2mWn{o
z?TNex%u>py>|Qs&Bh`G{Ton;)9=BLZzA$4BC^><iaGDT1s^k?f17%}4GDh`gB*Kwz
zR5#s7RvY(2Jl9LAOE)WQD{2?_T<NCejaEMZKDW_4SAx@g<Et-&+vLj#8o>4Z2%zsq
zcTbw@pmZr;oqP{UoR(JWX>Kw>N&YN-ND7b3WX+5OJ?%zO-pG^jw8yn{5hz-O*leYB
zh{5Y=Xe<k|uPl%o-WLm6@dL6Epi>PQB2!^O&s`I}hYm8izv7wDO5@Yt%0o}CJuE7v
zJDk_ufDzVmAFD6bTwv?ZxyUzQx=eo_b}{azNcU*X$;~ZwDjTn?>;P`)AYp9&m#J6e
zt~H(OVa>b!Y3n6`PrkqE5+<0sKcLF0-gm#Wn5$fmoxvDPYB3nt!fU!dprNALTW*;E
z+7#f{6<Syop&&oQ`@+NfCPKc^wZj&Gh5UT=h~zb`VUn@<<@op_6CD*h^7ZD=JSm}=
zOL-ChEEXzpFq^B(luene9mrEUa;BA{l(R<B5`{m8oV0ikovK?fOEH(W9k#b<-1c<}
z&cx^r1y*I~k$I==p{QZ6{2Z@Y&qQJ*j%!=9Cgjh6GK=|0WiVffGluDVYEITBtx(ns
zQlAgW?Sos8`dG^n-|cTnDzOx?`+Jq!!F)3CJ9p9;-*AQT9CMk*y>8}u+yGJxS&R0T
z8QTCS|Apihz!?N2LBdY<gi-@M7RDDvHM#&h!#S8PhknZvYf|2}MjJCt;Zv}oO0eZA
zyxdnKD0U3=Fs#mOfvG;@@fAk-qFnbtq}yvbGm|JjXt3{tU@}us5NT;and>f>^}DDb
z>by^=x2jsOW+Ve@X4wX%qO@7E(8<;KszFW3k=o<ksK)i~daM!FrA<{e7bhO?bhplU
z2wuNm_HPCwrh(gi2I)%~|CxbRUZklLJr1aW&=bPHEPCXh7ib2k5uCM8@P9ZzV#)8=
z8P!kBe4STWD$E6W*>6Mo4znkcw`~gy#T3KLG~WBk4OgKb=GYrD<LKisx|T<NCovPq
zmTQlflYdC)OzH|Celx)$R*)f5L6`Lo&&kFhQzn(9^pn!Q@MX{U)*rR5M%-gtX}QeV
zWt>JcA(Me-5;H3Js$mi$A64<!8>Cib=$LJs!m`UUhN93*BKgh3zT=5|a~a>^EkOO}
zN|5#S8>1XXJAv+x7~$pCk+l#@!0q3^{negPCsY<p(L%7HznOLKfRlLTD0d2?SF?r8
zOae`)V|~YI#)V~UNpgwhSPM-*ICL|RxtB`l_7H>Bas$hFKi{iyhc<kV?MLnL&8^&O
zmV3o%Igi7tiKWFK4Bt@%`h7;(#G4}MQ-7c96@)FAVWe8nOsejhWB&Tw)y*XrL%rmV
zxeDwj%$gDO4sZDyI!xHOxM6UV(?92*75t@Ba9(;>!sd^((Qp1?Bix6e!2|a~H&M=a
zW*~xr1B(*HEP3Qyz3?8UUSh}!A9{?Um;kH`5T{^NBnAV?y{Vj%A|DF8GJ;`>=UZK2
zeas%z`mQAIxC^|=Z$D}y;1MjvH)G~`>~)=Ue3E4Ch~yS8ngWKdl083|NIo-)EssZ}
zTX0r2{%l^%90}c0nM51=*{J@i$=&^M_QV5PEC0F|(SCr_#N?4264+-oP%*$AesunY
zql@_SA49^+OS^cWc0Ql|KW~i<Lcd|hH?{bh&?(YC!W|8YN3#*Vj43n?Rh??~?Lc>>
zQj{_Z-4bhbZfnN)Jk_0@hx02|HVpeGNDO05N;C1pHB%v~WkE2S%WPlGEvsc@)Nfnv
zwaJ{c{uuVEv_2}CJq|oc2~B<-tq>GiK}wj%o17f$ifQT_==Q-;K?Nhh%Jcn2EMk>t
zqQe5Lw((7L<3j&X@%KsK_Gw1G^H1I~E!?~x{>D1O^h^3S>x6xP()maJet97xe>=<+
zz-^)jtT~dLnfY^py<UYo*eF?!$FL}qH%v|{-^UC+F`r)pyw~Z{DYZav@?iZfSk*r}
zxkpZ}l$gcAw<_QA94(;e`<^poRn%zq*qMAM^PykBT8;!D&o`8PH|I3#sdC|q$xw>6
z`by-Jmz~Xh#7gz1i0NGx3!-G7T}f`IV0?5N9bL^FUPZhQOx0Bs-t(vCR>R2=b<cLC
zycWz1e#Eb43f3(BM-++BIm>GAI~4&v1wsw+@0vb>ll~P{FR|r)g5nQu=T9SilOctp
zpP~x;)tiH~cvk2$H0qw&q#CrWzsACdJPYQy-jG8>FL6$76h-jt_>uThnT264{<tV|
zXstREOOc5|mWog<(*Oy=)P@hvQ9L=~OeB>U3B}^)E01;>9V&^3_H0Hb{{D3?uxp3Q
zZvjz{upHO6zUAMrbfHC7N@BLO`XVY}6Y6(Z(kY~HX8|9bA}qdpnwzjjwqB;zPdXsH
zPWr^E4AF<O5a{=k$G(`wpe=}(r~`a1FS+wE(B^|?ALrkr`KNlRkPN<Rh5Vdre&&lW
ztrsp~PAWSfZ{}yllEbOf)%jK#nhI~~kk)GId+)Du$zN_ch~IM(kXEEq6v<zK%>+b!
zpAnD^XE1lQ^Jz0H>4t0asX{6aRJfn$qJzY2%FGM%=sJz!*sH=z4wRKhj865}T;!Ue
zkGq*7;MY?UQS+kSg_(S(Tp<=IWIU>?p0Hc=@L%d36LeOux=&+KsPcW2K8G!fn)&d<
zgBBA*8qCKzzQz0z40xM}Adf*?-rwPOfm8dq|Hm@pi-~LQI|ucLc>Y&yP5?F_{Y?gw
z%|+JRbukVqx9GFNY*7u0kQ0?wJq8#eSjF>BeQpCQ?rwCGLF$Q-HMqq5KFrAooBWEv
z+(^mp3?Y};#gOV21@!hLR0@=YQE{yu8=KRfA(Wc96$XjnBGQFXG<ek}PzS3+l8}FQ
zTFe4PQiv~!8GUpRByy72Aw6>y8L?-%XS;9_IC9<^J1bdkZ<DAt5k=3)@dk&?jI#He
z7>C54{8@X)-2UDh{P`ts{yCgl=LrIX_kXbw^}Gs}TB+)m*<78H@}|9#MiA<=J&_<r
zD0@U#e|)ZH#W1ZQbTPSTMs6g!ydiX4`bnFRVE|))=~xk!czH)WLVm@)-nN?2>UNj-
z2i=$h_{@$IyHprS*p+V)tTSCQN?!!7b*OA2iH2kGFyt*ncLR(V%<%PjL@(qd*@nCK
z6xco8#fzA2G~G%?yNR0`U6TC+zR()5f##qpszRH8g!YVcLg9u>0g5<8HOgPS{I-M2
z0r6i4;vDhsYGGpJ+f7;72oakZ$VghOu)~Ou+)XO_1JXR_A^hOpV=^|UT%?(aw3v*i
zGt{=z9-JxgKoO`gWj5FX{~T?MQa1nU^?5(B+(^Ofq)QD`X65LcDsG3x9VvMM#V}XV
z=+7z>nWn-4wHq`V5+=KW@HRG*o10Y67|^G7ywazzll9Xsosq6mj<%0jg{tH;j9Ks1
zNN5!0H0CI(yf5hNq7=DNla)>3r<@h%EQdg{NnkVM8V@;Q{|1)tRf>#-&CkAiLOTt-
zt_oJZN3UY?xBl$`3j0&kDUEysIR62xKe^}3k&tSLh~tjns{xl4lt%uJ+yWJH?5kB-
zrj@NnGL@KbYi^)pd5mR^2hMZy@xdAws7Fr$NtAYqqK~}vKnFBwA$%~2Y6cqEFd%1i
z_3x|t8PZF4Gt01&E1Dh6GJu@G*<FMx7$rd){WRX<47my80>r@~q$SaN=A*6%j+9$k
zgI9b~U&%cH`@|0ldzfzGv)3#GD!<=xlgXAm&=|;YVuv)UW<imj&gPWT7)rfw#mr(k
zUiC+USDnpGA37ucyNXX2LGQg^01a@^{V9#Fr%e8hXMYWLoq@hmqLjZ9O8a7o=?jWB
zJWY9p7GpjP=_N?aWKYPA(-=^7omz%HI|!x>#tdBlE=YFppiH$;j5S!$u<lmKI?yJz
z6<C$&kv+eG$?E6dGNTz_%`}RNFx2oVisN9S3tFwFvM~|_Ana0(XeI_$Iy}bQc7aZ}
z5*_uCHCM<qJgDnkVmqR?7My4EP~|7@pUvD|DkJa@lX0%Y5TC7V%6V)1+=+9f)OTj(
z(}+<WL^ZlP%j}N|$YYi>pgXdiA}w-O*Hr%%w|dwR5YP<B0~-)8?drd}*5;pjbpL`q
z10x}m7>7Q1COrx^cr+Zk22k!vsOtR<t3057m_a7k))%u7`Q`@2{8l%CvosT9At`Gl
z_ouHambk|ZBEX|p{vis|ftZW$iyQ~U5b5byII5gc1vEy}U_Y;d2+B^2OF=-)q}5JV
zUG2Zbb)lXcGY!suj@EAMt;~WuL1p`>v+M&+-Z8ynD;Uj$*JNR5Q!1ZkD;y=JAPn6b
zmisGU8b?<o+%Eu)*Q5yyWaoF7@)w|9+Z;^-`J?^UstDob5d$N)YsX*Ln;I@-Da28(
zQ88f@<OYS*H(8j@+n5P}eH-Glva<!sB?qDhmUelDzJOo9_eoFb1eNMHBRqDV8JcAF
zLP9&6@9B7wQV2~Jx_WjpQOA+{AU}1+45>-om8=OzM<u&yBa^V@1QLK!BIqEY1(Q8N
z3#4&lz7a;t(aj>kHznTSz;2nLl65!TsP_~x(WsX7I?K^WnZotZgK!WKP)HdkI6RZT
zvT=dxpZ&+)*$$UtX!}=r|5rzQg0G7>is*}N>LeJKh3cPkxJ=5{{&{P<o{Zbax$rxt
zyydL#>O@6$ymF12BsTLj@&Mar&ZAEUDyQ6xT(Uwwo9crBaixkFvP-#rKs2Y^l$7*r
zl+C5)2j@*mSQVmIQ?M&&zM~3zXwBI;32bRWKH!yIThzQ6cTpzAY$=kY+W?6;WZMM{
zu7*r$azFNH7@N%+Lhw}aC*QOQX3ZHK{u<x<7Az0sEWa4tJY2Z>5mt`BIrb|QD3UK_
z<lk#E^8Fum6aY4FEY;dEzVAe&>YTFqebaK7%F{o_qJ9(P21_)&qvf{@-WSnyIEYZ6
zqV<v0FbOgfX)qGA<WF6mvf2U?3~a-Xj#m&fF4`d%a7#1)JG-8km|j`G|D1HBc%HC3
zp@NBwjD~!w(6o?o^RVL}c`qx_ykAFd>h7B;)Z=V4<WJ^QcIMAYX0SG9@V`qY0%18=
zj(s!1dbiwNU?E40lYxMhNDZ6YS+g!$>3ktW65J67kx_f3tuAV7@~yDkbP5_ixW5HN
zZ=W22u<A$9e<YVq(7#clvp2vpN}&f@BI;EECUVhZS`JpMs-CG@yV97YY*=>B%wS8l
zYq=gn_|Q<|tX`|eAzOb4laH$wcSZgYYzM_OZycRcRZhCbfR~q8s<>EgcGA7FI_Xk<
z({2FTbf8+Nkjjac^yI`iw3o!pH!8hy23sZ@9X2ScFx{DN6xj%J=HyPq!3i<)yaqUF
zC2z;3EGG!{MPVoeU1%Ably0>h^|5VLTc~+JaGYp`vIB8eF|V_@l8l;oSy8;J+5Q=)
zd|p5unjs?rgunNnt@2t|xT{XC#y^H%)aXXMEFlF<L*<_ansTC)p)m<+VrJE$C+yV%
zq^#}s*`?)7AwdLC8g9GWCvzAApfI1L0_en=rroU5BRP2%A;a9ldz-y830UcjmW?}!
zXiIenZD#E+mW5Prg7o_Wg(lg>zf%nFOythx5*?LFeX_hTkI9sAfJ*YTGGin%F+i~=
z7Hbd-hEFUqmC4<<-%R~PIj9L1y!xE6Xk@D-N%y%z$fPex+RbHo;n-cS)l8l#lA30p
z)#zdsZkVs{bld0rk0Pj}2G}y!BOa~mI=CvW>#SGowl>s5aXD^jgrC=(;#s9`e}|;X
z54V&QJh-@2IITSST+wjjy!$VW6#Ydbjbl(z`9~vl12j_0)|(_SI^d%N6E_|uQQ4wd
zz-$(=zM~0zvD37Rvm5!sK0DupxtuG-#Gq-}U8+)~d?3WI!=Tr=jK9w<(P%h*5m-z4
zJj)U*`waG`xza>Pqq2k%lDKyTEYrgA#EnKC*1tY?;%?)6Y*#iZmn_>)%C^iZ7b#g1
zX97fg%j0y&I4AKRAJxN)aSBy>h%j?y+4Izf<ZgySirZ3U#dC@N@hE+3Q1fa{xF`T=
ze@5X{7(cbucC)+IGQ{(0;@Q-Q;VORkjXPn=^RIrzA~tl4t#oEXwEMz85@s@87+li3
zzlalVS#y_X;}J)vo-Wql;Tq2x`t362lFNN(v{j(mVy-ba+;HyfGJ@xc9Q1fBJ$$^_
zck;G|Dwp?^6(pJHu9wW}cTjZqwY>P?#J(=*WgLKLo17+>de3o^PxMeh3Ub(83=f>P
z&Y#36E)rjM>_IJvahvzm1*{$jwby5g$y;9K0Au>xuxfCnC@Hz*kDwluU#wkc&xT7v
zpq2E>KI(I(QTU=chZz_sqUiMQ@WSlIx!h|xrj=xqf*6L~{(8}J+qs2Z*$nxXXyBww
zf`Mo~UP(C&6ExVn3JS8Un{xE;IHJ;fnm)dnlId|}r#Bon2NJhIo91$1xdQpd_%dpx
zD+%~aqFz!MK{E%mg>#f;d5a=ZXbtsbNATf{#C6Dx1GtD}Q)ok`C}SRq_e#PdD;+2J
z8N!bI(SU`~qWwnqK3Y*J&YCn+NDrH=L;LyaY&+e0cd_6QP~K)PO5vgIJEM=0$LcG3
z@Euj$Y9IeoksPuX_?x|PXB+azrCOT03)8@V?6=1BXx;);ACxhWu>I{X@U``<N@6;}
z@x*pHpwp+jPY3b7`=s7Fd%L9`61bzj!ma43{;W|AD9dwpalFs%_eC=b3Q9*-Go>ac
zKhmOyIoGlo`IF|DUIY+m1|o$p))Rooj4PWhci1nzUeSIU%bXIh@7mPfU)cT-S5nJr
z(_@`(s~HivR|S#<&LvZ@2$N2Y$Ky`8?P;^F(b3X+acN?tIawkXAntLU4UldR3(q74
zs-64hajhPN`SlDpj}njR(r%Z31NYmuc4xO)smJq&QhBQj*xHV7+qQ9^@R(gk1y^ur
zsvaLRW>~Ejg#-Wv9}v}p0FUy)e9lr5IGInS{4D+1bsv!GHErjXq`5uy0}w5f=4Jr-
zh@tt07tDy4EyMu2V%T>a^V1g&-O>I|z`(G=VtiCdk(P9Nhf6@O+IW;6@swTuaa{*u
zit=S(U8q%ioKRQ_#~I%r7nkBXPGNilX-|;}Y@Md(W;#vXp;e0Uqklg|dYY&JpbcEz
z=s&w{&4eFMG*ttn@J^PSw&QN67w=j0(Gut3V#Brc^YzNs!rCq7*1>}E0wCf6hCMT8
zVE>6TsiLLbZ!!oZxh<XZ!pXY2-T^+>mb*e`g1ZF=Jgzv4S()2apE8pHGb3Ny)I>UO
zsIlRjb~LsrERZs^gdTB!sT5omVN3ism14$%Zz=)tXNhqn3q6Wmh~eGS!&og!oQZuu
ztM-giY2V(Hr6#I2ZV2I!FuE27T~)kSd?X?h5C1@DKWVPoUE?T0B`0hY4p5R-gHk0C
z6ERPl>y3NAlK5}W2BzZ>!_U-o0#PY0g>B2Wf@>hvK%3uxwfMs?GY~wQj1_7>-f4@+
zmENCTdbyo^H3u}TecY2s;pH!yb#B*EY%BJkK7G>Q`B-E;Qp(q|yFa6G{qus2FNw)z
zGH}gszJ&s%z&On#BCz#xNWO%8l3$wVbRvT9)}r&olh_A*(o6FH3Yf_b-Pk<@96z{d
zLjIBq3zce*>v?G%{#R}%Wix0P8zpL*rw4Xbd#I>E8=;9IK|A;HlC+eg3&I3!na?&o
zmlT<7D|h(?VbWgb9f1GZVNV6H`mafD2EC}4F<`JnIL~FmFCVwYQnp9QA+0~IiC%~$
z#N(SG>y*y|mmw|!7q{~ag+=B;CcUd^Lul`vH$Vc_u9AZC*txtMK7p;Czxqy{zi1Au
ze&PwrZ+6dmfPJyV`^GD26IwJ2sc6b8Yszo4K2|^9tV1HdD3?J3QGtbpW`Vtx#ak<f
z`^zP$pu;8kl1Im*`+@1=0!rFmuI+=ddH5g!+w(0vKw>g!C3CYsmJn!iJdD=XeR+~-
zHKb486YSX@7Q(Bwq~KqB7#!Gp-n_TRNo=NG`MiRFTL-S1L%^jD%GY#jF}nz&Fh(BB
z79|lEyI|n6SgE*9IX`B<Z{|uOfSW0K{uVf2#}N0g3j-P@Xe=o=U3a?2i;}wEdZ9Kj
z(Dh<R<GHbYJVz4eJIWYfQ3w(-QwcQb>PG+obD{Q;Pn$2N;5T3_b=p(;EKs#YYiYzF
z9#>3~`Snf2cWu+OI-FP?&fD)Y(uw+>{fC88;-7z;h#uysp;GOSL$}PbdSJzh%2UcB
zOpNV5v`*3`ctw_TpRM^SWV#l*MJo()wr4Hr@q9*ARcM?}L|nltV*OROJ7sfNsvK<r
zw3TOjljM?O%5BwC$!R1PDWZlXwTrpctokUU+_DuhEa=RNitF*YM_u_K^f7bI=nS0O
z-MwNt-ckmA(vt%nSW&tYGR$our{;!ifN>??^Ii3G4OzUq9|<CX0@Paf)2@c?RJW+B
zMnIo@C&04T`AI+^E;T;gX^%>{?e4BU06&q}aZ%=w%l)N$c=!@)s0x*`fChjf;>%MZ
z30owXo|hLO`Sg_2o3>?+$Lh8Dx~-Ljr!~N|WU-LOuAA_|mbpb7z)FZoyCV+$v%lix
zWvv$(in~lYV6*y9adJkBxxwR}6&-!S>-yff(ER4!0+4nd9|_Wkfa)R@BeV=WdEvZ&
z7*Vhrzk_=-OqS<xIBx|g;dRST*^2{!E9BXJ#4Bhg6Rzj#uqa6KmGPfZGoxIE>w`HR
z-QmeZa;we0WkegJ$66fS0>k5QCy|dExxAIjZFgRJB8S_s9C71aKXb&+SVIP&P+5Aq
zuHW+A-|7R}zsYW;L%f#l{Ett<?>$ulMtD~$b$%88bt=8s?V*&VqnbSScAYe50GFqB
z%W4(&d^J`5rZVQ!hJS$3ke2OQm)FCSlQaQSwlYv3H#d`kH}5tkjvGrC%2w6@FQ>hw
zjrmb=Qx{PlkK`mbj$v6+u0ikXPZBON(V4HWJj75VGIQRz#NmhGtZ;21(fL$2<mWke
z8pz8%#;23-;_Ec*MHC3ot=MGx=S@;kX_X)wD#9?%@`6WrTP4fXvJcGtgtJHq!n$LP
zwH?0(x{dl@%N5BS_H_xmGju(OhIgHH-qw6{Ats9}dop)j=LMeh!FbgzTnuwcI5`Oe
zW<$MoPvh%mK|;Te>i4N}H%2P+r@5n3XaDa1rnJ7K!g!vEyO{hgEJNK>Cw0Qz|NWQd
zYxi}#$1Qb&$F<?See{elDth|*qols*VH~Qu@||^X+x;UmaKN$JFBZ7x<u9K1jv5`6
z#?qHDcGg9urH|_btqZ+OO$}RsZNhnCC_+iWB3?W7U%KO9yf(<??|cWtk44UUCjs;*
zH|3S_+MZtBgVHptmJ7<7>hm=ny{M2H?qfHAtZ2&i0q_F@4@`Bmr6*r5yM@e@K4zL}
zOEx)n`9NJh02beL+q1EG;%5&}DF+8jz=PZqihod*^my;&wbhp{<z)^$GeM_P=eb{N
z=>`-Q-n;x|V`*%~XDwlQ9ic$%j7HEPG_DVJ1}xA!b0mW3t4Az(`4O?!o@Rto<{>ik
zAoSf?uYPw?GW&lu?Rl8o`8|oYur=e;OdG}@V^ys~B?m(eRbp{NQ;W8=N_}2l^^;kI
zs8m1nm|B<5HR|_~OwUYdfe^MfxMNw1_jA+K-bWR>t0)<$&tYiM6kiPPJ3D8;%hhJ?
z^4PM}#QM~{AIr9>z?|akh#JlWM4?-ZK_OmcZUQDVfw0eF`dC`pCY-u=Y%*D_Q_c}l
z>L=*CYGhqptPI2wdi)haJA0l#-V(8qXwUopPD2C|xEkXx2Z<7ly_SLak7V&z>dIb)
zG)NhQ_r>`HQdgO#b;7mC*_baz!#+v98%sWY_oZQR$SGP*y^pEDG_Y45)0xMme9vl#
zF~Dzh5=l<j%)cg~;+0|WepVnzvRDmFCJikyNgPMh7_tkBMn@GC2u{t*4K!1c6Hdw#
z)AWVt3C$e>=3fEIM*J=X9mvzFPD<F=ajaceEW**ca@?3x>xSmQLuJ$->dUYi6E!~~
zy({UUMdK$&ir#4UkKc<0fTjs~StJ{RPt)iZRZ##|AP~CC?S)-*c=K;&-x-GgB8VUV
zzsQ_bp7!_1a5`99ci$N}w|+L~KEk@h3V#05HQ4eHxbIBodnBICUMu=O_Q|aFdkc(9
z>_t;0JPscWbA2V<vUfNce0l<NqJ^AGd0|kFVy~e!&QLye_QrIQKpgaxI8069_$N9D
zi9lMvJsa%hxUM#I!S`cXdV4~htR?kdWb}E}Z9u~cR|^;G{kEccqgu6qIX_*9#p9R@
zeJ;#UtYkrGDJT7Bv%mQ#|Mo56?Yq&6h5osjUR8c?;aaKa5gbxW#S*0F@lc&3oxfT0
z)r<wo_jKk(r}@tOmpb?c1{m|dlBLhzreqM>&b#cZj0uhhRsfD4Cyp_nyo{UaqH!nI
z!u(E(C>kkYj;Y6joT69wBu#LACl&o3vw9j1nS0Virx|^FlDST-lgo*H(GLW1#sQBU
zT`Gns7>7hg*b2t>dO&QIYS|ScKeq3NK9B?V4=dck!s#cNYl2)bLbu5<ZIm3`6dmT1
zXqi4R43Lq9@2=o%yvs=w!=~YaSJ}AR^KGq-_9XHvz99IcdpGL{CA|4V!~u^a|Ka2O
zlB2z8|5;8}B53dZB>Z{~-J73c)<h%{1d;h*OkL>_NqTu4ZdvItCuQ%=ITo7SAS7Dm
z0u1vclb?DFw0fmhJqKP^4h%CL`t3-e3V>pw>#T~;x8|j8l}Dkw-6b4jM4t|`TDQFo
z)mnit<Ocd0G7(XU`_pTzUJ_yJru4mI#96a@tEj$)Io~zxvUpd^=Lubj_y`fv0;6EL
zF^pic&uo2`&w<=>hP<B!&q=$pVzHSB)Bp8=HO@=7h3Oo&_1|3S%SvAk4B(6bjW+RP
zWY77e8p1o7u-v^_D;IyP8GjoXB{AQ`*lY&bb0Pzj^58`H3hrcKEy)Irltf~%cb+V!
zumK~u%tThblhaW#Cxu{&;20@s`ZsQc<%CxD=LkV+)<U7jKxMl(NOE*dDW8}Rgj@Q$
zmXosBoX=`BNRr6x(dFgzYE^a9M5u<nIGtDstU};j;`J$%u?lmzLHdc7-m{h;NDIee
znuCI_;RHnNc6TYu%!SA&hhN!e6CK_GLHE(>=il|csA~U}Xuf)3Co=yCPeNQIEaBmD
z>)RbPQAF!UxeA{mCj&9iLW0XxT0euSSwzs}71iZN5+f<j_KbKk^7JxgW?~V20Wq}T
ztBWQdpWbA&P6+BY;JQJfE#;art+r5vF;agR6r)iqor~UUigOFQtK=T~jI1CTAvY33
z4qf#tay;U(tf<he1wzjFEBq8qW55plxZ`XyE<c){%gv%mUCow6WrWRc>F7tZOyi=N
zka`S&%E_0Xf#R4kQWHK1`zM3`Pb}5D!m;<rRlQ)h*?jTejUSqKn@~klzh%+WZevy+
zqgsK)gC_7dpRwu~#5fOcgqmNQVW>MZ*nIVl*wh$Nd=p@njUaW7Edu>kLtaM<uU|+`
zZ&xdg+_O~Be1~3~JPw4gV>?4h9}5sq<H3DkQ(cvaC=WS)42`*L-Vg^1?73M`t@<94
zg1V5MgJ1-4ZW(Cm1Cew}H*Q3ce)a;f_~}Hpe~6&`$3T1cgASEWmepSMIPRG}eTmfm
zpbqQ2);r5#kd{q$T>*2X=YhR;MXLHAuLiPK`Txwncjo_-WqlDx=f95r7$5VKjaA~$
zjoyYnOz9#G*AUCI36l$%WY?U#ZZbz&Z>mAZW$pP*#G_veA6gKYRhgj|wQ%9v+^-~P
zUTOlL70%*4sxX1w>6w_9v<Z{dlr2#p`y>f-n`l2Et_-Gz`C-5sf^V3P7Iskiy`A?i
zV!ncI_m@!n*NBi{K`h17n*i0LJ~Iw-o7`aonwU)Cuc3N$Q-xcn!pobJXxNF<%<~9)
z7l|cO{R0#Ezvg0(jM2Vxsx$9u`*3&FzteUS0)lt-J6UKOFYwFcy6<YA$sGeczQKP{
zk!0|CiTs{ISR`i&avePqi#?f?>dR~;)TlPGU$>K>Ov&@9%AKm<-}!MHYFB2d!JShX
zG2T7|8iu+gNGDIe>dSGXPan%CVwYo#r04YWTZ9X#qu}Y@C{PGHvarGU-3}9BDlvX-
z#<VU>i%RI5LA9JF#J*L&`i;0a^#GrDu^AEeVK%B_xU}knL=)Hm6tI+)z0p1kqluq9
z5fzMbsgcJ`j{@Hz&oxrj=UjBLE@M)0pGJgl_CdvK)G}Hb{Y7MiX3zx~)-&I=nHRss
zsM$ZNDu((0;Lcx8_418wh-PGHo){%ej#e+0n1WeH6h7SYz~lJ)vZNfeu3E5mSPTuR
zJGr|r3<9BFROLsqE_5S7s<1;0J40rR38Ye)^XUS<yuC#|ErBd=Me6kG2D#zO8!b64
zjiH}Ne5RE;c9M^a7_L&nED>4#%N8N(zeJVk77ERIePZYr2Bqmyb3JiFXdRlEeBcKp
zxJ4YilM>&Jzn0(l5@k%(!Wp?tAHIpqMyak4s;MXHDIE1UZg+<JoV<EnEu*8V@gzq2
zFmC_NHZt=n{UG!-PE>)mLs<V0iu{RUbHLK`Z)eX-p#M{T|A9?xUBuq0kCg9mG%L)>
z(I$P@&`CAAA}fb!^svwTLb9?Tqhl&X32<1ycDpHpR7F1}AvL5T9~2x$qEw0sQ(~z`
zH}b|b4yMJJf`jsvSZp=LL<=zPDm`F4X%)@H6jOU;1~whRHTN+sfyAPUtVt3%bS5!4
zwF$`78=F*z(FEHFDhVU<!Dq3ov?#2Ff{e?Xuv0@AT`vChnjP}AWL>o`#(}EDzgejA
z#I6XkMp?X97kA+HZe>nxM@@0-zCV#sDP}PZ7U$I_M5xpp;K1h@7weM^*=iGs&9HM+
zef=5j#Nl#3B<S-`008Cdzh(880C?#s09(XYBi~ng(ZPcH!kv1O1x1~5lKP~(HrSt;
z`s8Wpkx$l~x|GJcn3^Wh*fo4Q-jN<Ow2|d7<_bBonBhEC`S%fIp9wZrl1=5@XUC5)
zDNr={%pa-ckaL;UZ|QCG(of7*sE@TD6#mA(I#{Cu-^UD1E1kEHqKbv&_^Na}AoL>&
zvln)qIg4qvj?<mPIWy4F{+3iL&W%B{<7>FG6cCGy8mCV`&arHT)+jdWi)MQJ%1#Eb
z1ghaDE{<4qZ~VxO?8YiZq#|2ixBwN$!T~rjI2#7=rKd-~&@6GXnm$NCFU3s42FY|2
z2iC#24ks<48-L1*H8r)j;S=)yXAl0->i<8z6gC{Z!Tahz#yr%CzDBk8dCHkE(bT>%
zg#wa$=wuSQn}IheFc~BcikqYitN#ySZygq8yFh!J2m;E`AvJVMBQ2fMT{3hFh=i09
zQUlU3l)x}B1Jcr=NQX#E2+|GG4c`OmyM6aQ-#LGZUS2#i&z)<n-;$JNevdL#Yu2D#
z6{25Hl`+oIBUT+(?NqP`lYd5cR;Z2&W@Bo?AE7-m-gj=~@wGhA+_Ic}uOOZyQ*Iko
ztgFGVuJQR`28FOo&&#z^hmJL^ba&2TC$;PB$0+!5sHeaf_PZh`?n(s<W`_1GrtosG
zewfHpsvX)5FMj%-BrmWojD(afQw{K-TgENig<6MINhA$PO&Z^j7W=}pjaJwJ?%t8=
zAuqH~w0dmot{3*G*wvr#^KU2C)ykfz+KqnS?O#JBCN0PC-Jd;K8VFHD!)qJH^P0t&
zc7aji6TC|+TRsu9FbUJTd%917O-B$``m@oJruJH7xKcZOOWESCDs>gtF-zyuMqI+3
z0Rn0j-i>V5graV$wd>GE9X9GP=pzLM!&~V+crMDwUh_fZxE$TUdGunlhe%EncVX*y
zX!ysvR(z5*osE_^-MW_Ttx;p;1gWi6!%gqhV_T|-#L_Z8fw%Ox)9IZc-9{R%5d@V)
z6`<aQO4i=_k$2g_sudHeC>e(y8w=p6rQGtYOdPe-ZzC4=Ohq~cGbv5<e(z*{nbV@T
z7{y!v?B;&C(-?<=&!m(O2koJP`dQeFHt&V8{eVUb)i%iuydT#4Obg90{GDx4*@AAe
zno=3a(=c4-w7TbnvI-~GaL%U3J$rHUXK?~AdTPpQ8rX6;ou_dUidJNC!FBI>n9Wj@
zn~$m^83qFg=*=xL*_?6V+jI!T-24vKQP8RGwkFeCdu-WGE2U4mMzO-mFVIGzo<&_v
zGy-Wn^y|5*H6fpDqOc1>ir9#qAc(RbVTT_{#U85gQYkraepG!Io2P5oU^R)ASYj=u
z(z*lQz#=)!e0s%+nZ6C!hyG=a`d?pOc+dfQSyb;U)uEg6ZfU7?JHlMs1)mh!K-ZaP
zA&pFmAd#^q%pO8A=aAfxFbr1?tz%$m=gNK`XUQN;jQpeug=eZAdkL#pe^Z~)O^Pxy
z3d=y~XSOP#?)GZN5IHO3sxrkyU{qVC_qC{e4;f5TAh+2uph`Q^Q;PTR^y&mx)aX?c
zVc-SX+UH8);xQtcbI4=w%Iv+45$Wt39K@mHy{7box#+eZLD!ACXrJco52N)>ZE2ro
zUxYWTBp9ft(>Sar9l*bY^;2mk+)J$Sm~(W!h<PE*wSV9FGbh2-3i%C~2}Li5|37Yy
z*9YjX|Er>-^Wi99<UOvOmDTCklK?MSM4&vv98ir6fl91}1z7KGoQuTT)D9p!;O(WP
zFUky6khF39NOf~(cyIy{l?pGB8}HuSE6G(u={BvD8H0GienBm0GLE#m`bVV9XnX@w
z#va<FAs_vI`WDUsqUcE+u3m6lneBF--W*hw(Y2bTfHJ5!+jid`x>@*`F$w$hHqz2!
zPRst@l&#F<gF|2L%%A4del6>CSl<$?D57`)pNG{ao+@j{h~>sIsw-<{6Xql^>;HMy
zU+gCj9>7U9eVb!&(I2q((N~!BJ&89&CMXWDM#+@XJPfvqe`%V@<&a5*1G`&jj!~?U
z+_aBNwOt}3POTAlMjync*Ay3nBM~X}IzwTh6JYC@cTy|K+)I#uCaipc!<jHtwrRV8
z*1xF26a&Sa>a}wPH{^SkHBGSi>~M!pl)xa-A*K18)|x3it$TK+9~0#iTu*pIZk;tt
zFZw8LNN3w{5rFic{5mcE2s-|+Rm>w(^p6AO_d*BkU*Gvs@q`Uyp;)tTDe~9y%Zs~a
zlkJufnNb)BVvtxUGB?n^Lj@(_cq=rP$Jv(9hs%*O32CP}q(s!_Bkjz1t~)7zvdO_o
zj4zf(OKfS3e`2|i7KWRJt{9yXC#@g(M2lsI5x9NMQ_@ewpw4+TSeCz%;UFgHfY(Y^
zfB%gH<;!U=>3|;^l^C9-EkQ+mAvEk%Di6ZZg&uTvgr@Y%n{!`?tD%`%`gAAy#v5UY
z7PhPM31040Izt=n9wO?6FV@{f*-bt$CCkO{ZSq+TUMb6fd2g1;WDVxB;h^lm%)uc#
zyDrwbtDI7yoWf@XWGquE*S=L2Rk$uzT*frT952&{DPw&AHOM5D&uQ{B9=L}6reicx
zts$?cSGf?5a}_qSQ8P%XT3%>d=rQSgTl)0z(d*muMGXx<3WXX+s$C8A;NC-s=LcMF
zD=GKSW{0F^y4*Pd<b#f;y`R%?3{vGw)!qov{<2YLn6Ri@>lCH0BvYxUEFdZL;3Mz+
zQXOyvyH01Lmv<J57@3&r7VgA85twe*?bfR*KIJ%QC<jF0sk7<i+VevZJ@X-yvJ{Ww
zT1n-Um$M{<+s;-ax8dlci3vDs`tym&vvVD^`zu<iI40FDvokGr6dA`afJ<OX<CBk5
z6jca7>A{w!$Pk=8zhgq31^Rq!^lTCkQX&}{+YQtjoVQ~3lnHFEq11p++7~%daT1z4
zNe2km&K>YFnS>V(Q%JLp=7Hdg<&7>gPOC2y7L>l_`U$9vOYP2)|5a&tr%{yfu^`CE
zrDOTv{OAr4s#UrQ)rQGLEM5E#)$aWhsx{08*HZf01ONVbee2+SiU9ccntwvL#>1M?
ztydhQpAbFAd_U3=tI^UuWZb1T2gvCBPdI?o3lO~xwH_^X+h$z3(*#5)&K_(7^1B+4
zvGsUXwCT5Lw>@rLUvqw(I0eoE<bGCziU!fGXuk$6jaXu?s>S&!q3>4Ft%G8uJ#}A{
zpZ15u6z|5#K@%KE+j&<6_e^39sG@OXJJP}qV+}KGVtyVui|#6wL>k#VSYbw~ahx$s
zbM}!sm;6X2(ir23o{`3tH>R~=Nz@jmkCe6+)eDzbW)$K>PVxkI$2T{B8ne|RS92w#
z)OD1ywa$^^%Xy)p!|Y~pcXKpLe%|5><mfKw9lH#Bez3Rg$oAB*Z~84j3)i5(vBTAT
z)>eky@J{_Zb38|PgH|WK<l}5S6N40C=ecNE>}5K(xZ3BAic+g1PTwzvUQuXiXjGbh
z)&?`Lj=Xn1N8Ed{pV}hzyp@E3M=R}>?7jeyi>CD39*uApBjG6)0`;VqMT9iGXmwUb
z`o)6-yqNFEvj1{72lnV$HXWKVM2Kmh40Xn*gvf<iXcvvH)fhWFe=>dJ_Rz7hf^Q4R
zx`$eeUr_XzlkqHtT#AC9TRV@z2Kz+I3uWjxuh4OTHa@@&Bx{Qu>?U+Ym4?NL)(2{z
z@2BSUHa>LUgM|Tk*Yz<1Y|_Ei0&bND+zWZF$-q6u%7yhvp)z-^-KCxdC?9r)aGzR8
zhBWb|3Qbj~t1UN0Lz{IeS$MYu143b=nA4GLI6w>{m=eo&qC5|4`j4XRokv|#>T>XM
z)8}~dWyX_KkBL1o(MIKzrsLhgSH+G1&4{OLwXV)XazRG=t`DK<FEB&k5oJN$VlM~Z
zsgUL1yYL1#RQK>tT+@qEM<OEu$L5gp+ecg5+t9LwLXQ<><&=lnr~aG_vEz2-+qXMm
z`G!I|jYISZBlx8u+}qM262V9`l*1F;Vf8?bKe=i6LWHu!do-*vq&;tkT4P&IIcyOB
zCl=Q^+)A}!sRE)at<sT{k%huiBo=MaWRf*x6xt3Xrp-jq&PtTU;&u}05TK)zDE4zE
zg)PT%*pksptLmw_mRt|WBn7q1b{a#}S<SX%V{fEhBUT=%+vO$l&4S;JRv2r`;?^{)
zaJY^&6nHL|t?oSJ=M&hp@Wd#%y%pD{(yAaS7DKE$Vph)?`U#pMX#1>Ju~EeLAl)Z}
z-MF&Udv>k53*b~uPF*aFrwI*l;B6FnTFkS9VO%zI*kX^w2*;<a0fk)X_}lf_)_Z4D
zWRw%dncJTlm1{S~Tmv+}lr|1>>l5nnQ96>IfA^CRK_)j}ZLM*Fu{Iu=|Mb1R0DOg~
zE5i&4tVRd3WanEyd~}Ei=K0NE+O9w;{f<XNOwU*|>qNHOX$l+9Uz?oHOfROVc(&@O
z5I=nP=#|p`$6o;=`!0vQs0^=rWMc=PPKwwsQ?oTQqZi#ar&_`r5BTc}kc$bq=`L$P
z%G+?{<xbCi?yttb060{?Vz3vB=3uYs98Vj92Ru~_p!lM(AB`a_gof?AUN+oLxMr7(
zwV#ma@s*6=PR)@)t&u@q?yLuXh9n>@`$@G;?=(4Dey7P2i>@yVQ6(=cF9WSQ1iZN6
z!^3nircx^>UQm1-J|DZf&Uh+|;w%^lYys1*H>XYK`&s%^`@S|iSm)OY2TqV@x{i^N
ztkk&sn#khosdS%nr%MUAXi7n9eY}!73t(A!9WCuU)TS_%zSJQA>^l904RWTBDL@Y6
zlitxj*wVzKxLptHljlQU>D!hkeUAMaqA*U|rQydVM~Bi)QP%71eO03g>V1b+Mn`=&
zzLdWf09YJ;J*;NaSqkN=WSfL=YRRx*4?$+w9wac(Q|R#&+0cK#iH!_1ce;?Hv*pT6
z4Z0R=Td}}OTsLLTkx)A?&9mXGuGPgle8_k6xq#<UF$G<1Vuot{^_5Rg>j!mkoaiy}
zDc;~hl?Fq~UzvY+*wJFtQ}PqV6<;vlIZ|(6!n@+7T~A<G>6iwPAqtJlEWQ<AKi!|H
zc}~?SrKaXP9wPxpRnART`1BS$QtTD7;u*L9T*6^={0M|i>LKN$0Aw>i*j2I`*IE92
zM<eC;ZHfVioXSZV32ssj)g)Ay)b57^&@%6@A88I%UEWm|=vKeFcldD&cIX6HMz5(Y
zG)D)7EVU3VcA7Zt)oqVSfJu3`+k@kZ(nV84fED%2Wc|<>*h$Hx3Nnv2UZIlmuujxs
z4cUg%=L&?fZ8-p)H?ioOxKtY@|3|0j9wES^BM1Cp#KbrJ(t#!su~>1wc<mA<Bqr7X
zunP^GPISPZthzNaV2?Hf;&0#HVj&Ik2V`Kpnin>e!24sc>4B;V?sZROJvvQ)c`hjh
zOg@E9Q)eYiUj%og+Db;8zIlzWU!d}5Ro(+!2*;D2*z`qgk%~?K>)-F=Kl*f;XJvM(
zKf^GJZgy}Np1+E+Vl7P>RdD`_Q#1b3kRM9{59QGlMUl$yHxE1{kS+Boes>z2A>y@p
zlLHT6-laNAMSa1R9>XV^*v@w%Ae`%g)$amKMen_<wBmadN)L$0*B{h-v}pMOVOW$&
z<LAbgqdH_^&sT?+Wk=E!rHUGXubOgF2!IEq2_4YmBH0XHC;?VMy2Qy3)_p4;!Y_v6
zt@!YlC*Kc56$+(<82inB&iD1m(4PxXWIq`IkO|GRCHaM4o87?ROIg`qQc%VWzb9bR
z+%=2}oF#DIc}CBBkNu`y;6`SdOrAlBs)&j3B)srpwtQ7sqlt2im{lHbW5qs_f?dn4
zj(1;k$JNLv+ul6mtCv=IoS<7-=q)i!5?z|OFI<q&xJO;hLD0xu7*n^#HvYm6A4mHl
z856VWHvZxkxW%(h&VW}%O^JPe`;LaQfqdxbDfmNZMi3Q?gEwZAzO+%^3mzQ}v|)5S
zM_2YZDg0a!VPv7q5r2jg_3~EjozJ*-KXGSCr`y#ep=2F=u9GIiRq0L*dwrA}-Zh_A
zYF^FEyk7NvHVo&En!51I4siptb;p{czOWvlxz=1I3ZHdejk}mTddIF8$!=3;9K#{<
zv_Q0dY9UeVVgaC@gycCNc<hUnZPxnf<4K44dG7GbM3KtT?lPL2QZ<X``M*+?|0JIG
z`c*M!H2JUSDu+r6_iTL&5MAB8imv+3ZJlv6JhLBZg(>kqx8q8No$oUg)nDb1$1B!t
zrWy{HvX7OLxoS+)R7x$nB6Uns!~psiTZ;SIWLXg$o(F6>8K5LC0Cj9HlQty8EeiO$
zfid+O$Ta)v!3}a_Td_o6ZntxUmyd}rg_^3|3sf>7=Dt-=3s$g|@y&s7PP*r7guUQP
zo<UpW@@1;!B6n_l#_G!|V<u@9_nm4V4&kvd%U#{(6kXmjF_qV`+4lh>3Ll^!plH5Q
za0agz&a7+X+=FWILa6Y~tg^I672kiueECUxm9zILr;9_TWBfkc+3i+X=&Oe+SZemE
zu{Wv7_RSUKsl}Y>ARG>Zu<{PPt=Kf?gc#^6RR$hj`&aUb^SuhtE{o%vru|wqHFe%I
z>8g_>NHOy5qvAyP!t3+5z|l%dEOOKv#=9Lz-Lpw|r#rb)V)1%@I+1dm<ty}aR#$)@
z6%ejw$;v{Hdi6WVgBS-6*O1fha`CR;5x=YJ6$wCu7-g{JS{t5`oXNY(|Dalic{dfj
zk@HPaVad+$LwIu)!rz7}v?{B);)rin;t014AN07p(1OI9b%AU*wblBg)Ett`nKx3e
zsXp{QN!K%G^++o(IVw6IrbMJ>pb!k_Ss1tuLVAanH)=QCifk)~)WQ>RYQ`MXSo$t}
z=3uj6h7=$vY50w$!tU|-C}BsjauEkCDa<Q&S>y=z-{UG6y*2PYWHrC~aQ-A*&Rswf
zgXy7jOWp#q3`Alqge9P@uD@G?pB9@Xzrn(pZ!;&VWIF9*&m92;#P_FS${xY5uwMTi
zX5s{PpJo5j;UVuxdqg?6Cw7Ab)tN0r#E_v#mhSv!Q8=O8$L9+D;I3J)tR;(uK@$fw
z(1EP%p|ZkyPDfK4Ux+2SfgHByb);)7n7x5$A%(eKCP$w)XN5MWosFLK5eLE^9#UIj
z^GwsJOqhCvl@I}OLq(^^gu=K&xak0f7-|xJVr}@|Rtb%ruq~ztmO+5-UhX|Tpbf7n
zC1{ocm6#w#2b#AD=xY+ZT<YW2a!!A;4P7XWWschR4m}DdjmvBJk#4)-x}Jwp`@Tna
z0C71O5}-keDBPkQd4y!<f51d^|8_cybmq*)r<cfur#(%Sqozv3F_zsf!&e7hf3JuC
zb@74|Kw`T8_r=@Q3nD9o1LNTnoq50ohh{o*bjq05?Ir!ZJ^#v68oygNRknIAKJoFo
zMVQ*M`Ew?$*Khq}vW^w24R3TxM8$;E0!MbZt)>Ho>=IgdU~`H1kUS!gxu0#}#DZ-l
zjPMC;%uwH};z61o_zigqD>(av%ctC0ZAXU3MLV`9M-xhK=vz{j-%rS1ThIkk>sF6=
zVS%rQpox#RaoaM&=06tC)Vp1%j+a?8gpz?i4nFcVnuKt9Rm36lU6$-86uBhn3k8PZ
z4TTW8D0^2kO;^{0pUoex1DRc^k9zbcfAS5#B11p=F72Phfu^0JoTc^%1J1Tbap*@_
z2DmEK{h%<X&sz0C=1HSTadYs&_(ff^^ZJJbv*AZg<E-eV5c*C21yD|z;H=<nL?qHJ
z97vLeNObRlFeuf`^_0nN@)n+r!;{{p-nN9u3d#pP8ZKc7R8wlEC3<4`0YcI@Msic3
zi+eSMGLcVcM7^|G>&cp-B8g_x>>_MlzN!gFv0PT6{wKMCEiAAVN?u?5@Oj`&Fo-Jb
zL)}I3YK!@ZZX;3bj0!m5O<7nn*r>LNqbJ%ioCz@lB8)Qie>n!ixWk)m9mJCuPI<qg
zJbSIQ_-6$|HZIUCrN=wsK3M*IBj0-#3YZd$uCGXQ|`D^CM)ooa>;7Y~jCQY9Sv
znx{cw8}w>Sdfzi=?WCSJO-~`k!(!HNCryMkfPD5fm|j1Yzzj@BE}@dsX`Pc8|6Da+
zLpoEPMn7f7s_co@-Oi^KF;y!fbi9t7nYJv?Uhtpm@F8R8m^2M?P7O3#8V+ptx4=WF
z-SQ`SczCD+o}AEn+mF#;`REuTrwtP@^N+hKEJdoL=DyTjKjsKZ@HteXZ;ikebkTGK
zoT~|iPU^VfO3dD#jUQU3xpnxMSg--htiNN5f`Wu0E6jg99i@~I5Z>DU<sE6fb0|6T
zg|@uSbGWUR#8GLWY{ka+SA;1UHjb$><Vc=Fo>Y2rr6H#)S&JI>ZsLtOdCoLcbM^
zD}zV~MvnIa4h{WYT0@rMHWx_<eaC)2GPu>^$*7Z>z0iq1Vojd0Q{4uQaZ7VtMXW}k
z*L<pT(7j(z6Rl6VDrlv#Zb6><t_7Ex*rHZ*JN7fnoa@<DG07ZxEU&2*)fg3#cnJ|7
zY|)^tx|#vEJK{<Es(9}45@0+V?^Jkd#SOePCVHb!3(*sMaE!h`>p=^UUQgJs5apYe
z^tN`vN;qJY#in52n@g{nh7XSG3)IW7x$wU7RHiS%9j0nff+)9_QT0eeuWs`G4-fl;
zHP+|1FyX>OGkBD<b*oDqACFUP>>j-q4lG>Iwo5(GTV|t$@eU5=4|)b_9Ralxd?u)T
z=+pOw%z4qy+Cg7hB3f%YX(!&k={3wY1bGZcm)M%21Q_Y<JHn)~OtnjrzF8U{6WZCU
zeFv>mw{Y1v_N%ge(O@hDuJH^<rB2|60is=aruifl0#MRBB~L!_$D?caD7cd*kR
zbmU;Gmzg!pbpQNVr~ZfzHfUZ#zX@S|S5Biz#-!#-AGZU4z=UNN2)@A`ebg+k`|$<k
zI4vbu%$ZOLku<RkmHOcUj0Y<9t9d~}iTJ<clOaGT>g4Lvq3S<O1tHk>I9pNi3KVS+
zQ;MLWx2G1(gTZdRYbU}60&bi^>2H7L@U(T(%5c5eVleRk8jZ#S7LT4oDx;ihaix=b
z6KFJzVNc<x34Q}YAN4yn-z=>M-6xRU<^r<jj}&6Z!1^{yx6&<Mc{)(!>SP0fib6Y^
zk_FFhp|_hs9hpYc1_%%=jH2bOx@6IOZhsqLM8Bc3&f=J+uXRO_Mhr?+m}#>E@wBm8
zJYSCADEhJEZI|pi%;eO`5R(&MFxu4{4Y+=;lA_^vtdjq0z;~mUspMk^_9MgJpkg>z
z0ulb<tnk`++Ouy?ghT;{7_~Wk1vVM#96vC8ZfPK!?L9Z7>UcB^*-2irJF?jIan>eS
zgy;zeNvp<6=V>pc$Am7N(`}nqeIn(}(O#nieS|<qD=?e`c}l~{_*kTGpR&?gObBIC
zI>!aLh1L#Nt7Dpx?D8gjQ@j?yi{N_e`!t>DE21E&P0OXOhnFd#>Jc#~DUNLuXDK0G
z-yJ9$;|tr4oh(P~G0xx{<9!pp15vV!4-X#Oys@0Lg%Rw?xpD*99vo5$P8zKFpQ(@j
z?~`59r3B|(elzp_eX_{Mr`fT`N%Yw+xlGgqX3^Xh#9Eng+`+p%q@o~sfYjifvz^e!
zvcO3lOJ^Rd9%a=pst1nD3%SM;hK`+LR@R;+LBot<e(o<ibF<7W8l-A5Vf4a9xj_Mj
z)z29*TJb20luOeoo%sj8(U%yt5Qi6qKF!_pZB32*5DbITB>EZTbSZDm*m4#Ri^CE+
zwt44FeLrBiG3$7FTa55U^l_;J_hfVP-aK+z-_6T4Hqr=Op16jKiR&tG0<TM|!}o|i
z-m2fB{-Km>tZYA^iAPdRbY)Wjm?D-L56>?>Mb})=t}Ka=IU1k0{}d)%=4x>Qc$?Pn
ztf}I*nR~ipFbccRUl}gVw^c{V7fVHLNlh4;H9v*=y$dPq0BKodO1XXV9nwEaf|c<-
zm&@ZH;C~wTIGAmZ_3-Og^)RHycW?rA0*4`cGK;;a7$FN?os8mOwqjU-MQ+Cu0Cvq@
zG#63WS4WaUkrD$*A-CBIq%;ai3x?R9lEkoA4(%yX#BUq6DWO#Lq=GFR)8oD>8qC<b
z92v<?l3*>4tsTkF7=xOLH3lV&D_Cg@?Aei|7NB-+wUUTgPfpJn&z^aIhg=_4-`7hB
zsEp|s4#F!%qZx38`7|A_0v^U|?Igcu@V~}*`B;Ripj$E&4tIHl0S>&ALZ@x#Ff=W1
zYZZa{1GgG9qA_>h@QFm+^LVU6mfQFMFEpue%hooIW33YYNGZ=j5R+@rmN^Gb8^R*Q
zsMUYU$Ch%j@Im_SJPC7a!e~xgQi<F(bEhpOkxpfdaj|7d1j0j9Frb{o44&^w4MrN2
z3<0+rsky;SKLgF>U5i)fY;54z*KOI=?6RDH#AZf}o&{D`FKlFn1(-iHe}g*m9jZ;3
z9SjKzGM8a=idgCEV0m(Pxc@%d`Yf1N5T8`(gw^GDU&GY^pr!}PC?rY#wvjb|wBz|R
z!v)&NFlrh+AZdv2keVlqX{rsUEO}lzgOWoW#{%R=S^R1g4{$uKr`6I!s_`?H@D{pl
zC(_`_Ci7+~Su+oX77BP%<MU8rcFp4UQu*DgJhdv}!8c<f9euA_fWc`iH{x`9xV|i?
z)TK72xlfqA48sy<%c-tosGWJr%OATdxzHNd;{`KjR@bE<;rvE8`RbH{F0$nrL;LN7
z_}%7EMI^7Qy=Nb+i3U^4LHp;lJ`v)IX?+s{Ol7i{8=K!5Tu9SH8l?;A!vM^GJ!zn+
z4DpRmPqZ<3aE?P<+XsWW9y-0PmrFXyE3b$xrPD#8)_;PzLfAE4%OjJ@r_3ia`|aW!
znhC;KZS<IITl$veTmwoevt{B!VhpvqDwA+?`?WOSp>##D&k(?OtoV#a+M{QbCQe*p
z;964A?HBuQU$RL0LYS3lrCWrh^U48UWqLV2A0+%FNeOhrCGvsOVC|cnP_tCPTWCFO
z>f4_DbFo_>GF~Y;t4LAn{X#`=<P%pL^EvBLnFtY+)JyS{8jJ;ef#m<9Yy9>4-hzRS
zpA}%hBh?all<h{w>bLQiI|-jMiDFhE7;AB}7bF&w;`cw1e!d`$hLP)>PP*u71z~;a
z4-{73)aCJ^_6g@rn}ZYhrgzZ~&6{fVh~rphrx{<H<1;F(e%RLNR<+R77OD5<r!(Fx
zaNPI^TAG1!H~X3$bv81U1WBP=20C_DcwT_Q#GGL~&;p8Z8F!}extYj+S^YTCKga#q
zR9qQ@aBdD+|2c#J0A@?QNXj5B*wSkUl=W-DF#HAo`4Egkr4lR!2Bf>2uvQzLz9L0<
z8#BFq>;tXYMGUqqO?|HAcdZkO*=$M%gx1Y@WP_nPo-Kj?8Uo25bSF}x8Ebv#V9U7T
z4_P~&D19%-0N*2em|0r>aB#x!#`F8xUp1MDhf)F-xQM<OUM^y$B<d7VeQD1y$u7te
z6Lo++K{^8mWnTyYd*CrLdt{zM<_5pMfdz~0IdA*h$C32#zkM8kAFukpphHQ?#A?X*
zS?JF|BZ=?iwCFIb)Ouq;&hee&q&HPek+~G%Y?^+BGIB_J?J;3o_v$!mQ{`5aXg94v
z<P#cZBk^P%c=bzSsH8z**kI^HKRwOe-h_*ZxM6TLMiXm~oDsx!F+z%+KZM)jn=M5*
zA5D^kh#lA^+<%-?T`RjoFyV3MH$B}=cuKEpATVD@okWf;@=*5x-jK{<uY}*boIl%x
zqQ3v#9sst4uZ#|FCpEkIn9lZ$p+zZ!Sb1F|5ISw`ZjkzYN-Z^g`LM@x+rG!}_uiZ`
zTG%qz26!88LqF24?{8&SaZa1%))~NZC|iHFFQeh?mnkbpztt_sDeC1qFzE9yq?3BK
zl3W@y<V_Q*pAH!df0AbP>_;q-s78YTEh<`}^p>ofg=^3q1KqbUa@j}TOu}&xl3@re
z-DyzHlHP@b<0?5BNX*oBD;e0g|7SWdu6tW2>+$Pc^Uv|70AxwoBW^t?Zuz-Wv63wF
zcBzyD^ob%D5D9%0V3Pvd??b;06&x>@&Sbm)dc~%DT4Ke6Rx5gWMeb}~#pFxp=UU6<
zlK7RC#nr(S!!w=}^x4soK=^P{ArnfC0odG{E9|km;fXpzP{w_r!Z#S45_BRKjZY#B
z3gjQ<OY(MJ-071P{NTe1^&w3>;UY%@idmRMkJE#8%DXo1_WxO{uJUMdDK<skKlg<)
z;)=%Nl;EA6HBb_f!`C~FGXg!zHYUCnlR}%U`X6k~z|m_a!#>?hk9&wl>t9a!Wn_q0
zZEQoyD%VF1zE^9EXG)&<%&wX&Pc_!^UHqeNvvF|jZ;ZR!Ha1<Ji>K)Vjk7Pg(Y{-~
zK=6nU&Z?{1@YM7uzlfu1^~<LF#)P)P+(HT^jNi{Q8_Yt)YB;JC4TL)z=7*6(ye6W?
zlbR(y8ZG-HQ@V%HqKwnCO&?yd4A~1tKw<v|x=OFTMZ56W?E(Jtg#Z7{^f8c`HX-yp
zj2;2Ba$|M%-GKbu)Mrf}b-RrLDZAk$-3iqWsE%hx92d(q8=SHS4L=QX?~zOlIIr>A
z@ip$Z%3h-L_Bu#vUu>Qn^`5_p2R@)bAZg>&;j7=o9|y0Lx2e<NWx9tKkZ9iD504`2
zYZP?`N@$MvS6?i<UtA_f?~Cd4dh6=Vf`MB~UqG4*U5Xs%Am@aL`^?znLK#;_v<%<?
z*m2|K`D)Du08Bn#6cd>erF!~6v|#Gz^qI<|qr8jy<!Kv^-iuCo$xBcv)Lm1I2KcJJ
zKjDVtC`(a{0(efVk|=4%SrvUD>vEcXPSep-GojPZTpkn`@R-wCL|jzVnU}HBQC`n{
zoAn?)$M-0U>a|$klslhja<>>h654lJP=e1(SXGYl$XV^wl_F)ecPJ?hex!Xm+|uA2
z_9yf_HOo1C6Q|<OPLy{&Ey105$5=Sr$B<+AFcz9-`z&@1uM#!-CT%s)pjmXT`H(?x
z<Z#yG!&+>1wq3f+_7{t;kz930fc4#m&0*(VcF7w5BbZB3L|Yl0h;=0vDd$Xx*59`y
zzP-9UQq=Y}^DG2NgkeLAB7xWUGFkj3ZG6(>v!}P*&ID&RTDsqcHQ4Jgnm-9q?n}kW
zA|(8M_R1M2q12vgVQYuS5GlN!_eo@4$4Ib}CJT@q+@#U4N&54b!3JauUs5VxhXBY=
zC0}2|ljCLpL3?!IS_Wt{x&U2y0+A<Lf<QQa4t_7CIb38=b0_F>tKe@!A0hOjsmkm(
zCR+W7%k;Dus4j|T&l>F9#(w@(!2TU%=LJ|0C`>`DJZlD}tzLX9F?0GXUggzeIkFcP
zj(Jb0AYdxs(Y0UEY2)@`^pu&7+)1PQnx=~P&Sra`;f3uHH>HF5o;0or;pL-Hs~Ip`
zz1kNSSfxI1_^?CwdZkZx+0#U<mUlS1jp`9ur7rHZFQkEJ73}#i25`OIucUl6=+T?3
zGMw}pAhW}rMnJ>HR$mtHpGbDGWtjK*(E<Srz;vuxJ@f1$WYd?H(lPY4r2Nnh<i&X!
zr+@)TpOr5A+(yIj>)R@nHy()1xO6|5jM7%FpkP8|r(VUX;b3_gPj=$jSv4S7+wv2~
zI`VKefMrF?hi)nIP?_;rK20+UGx4xio}Qp@mS!s1-#}^Y;CT+sI4Y4mypBuO;V+gD
zCs&2y)k&DUk7cs;NSP~Esd>BSBOjF7)y>r7=u;^)WJBuS)?wlGIn8btl@Sv2r&^MJ
zKd4=~P1_g=WY%JoJnOWd*qV&hmb7G+jKd<3Wcj8{OzM;Nia>=%MNj>d$4_GtbpfnR
zknP$)NXP;QW8-fDeHReWdH1^{YW&wR30WH#FV4r`a(Mwzh(_Lqt@P%?YF*2Yem8)*
zc@Jdt>|7q&XyXxD?59@=uvz&bQWvjJJpe1qBiBTct-%Ojrm8Yu9`h6Rk~Doqzq|F=
z+#bmLP)R-Dty;{PqVSu1l#RB#`9umJpw^ytis?9xe^-j8mh|#lj0s&#ckTBF`iQK*
zq~_=tdiGXWhVxjC?~63nSfEyGKEK%$I#|Oa^V8C+4i7;niEd55@fF@GpH34@z$YTY
zA|Kma$^YWD<RrH8t;GCuaOWLLZ|PdSODW2y%0B;Q?ekJXZi)TRUkSuU=Zc=TY55t4
zPMN?==+<OYQ)P&)0`Fy9<b+%p%OPcIn4-o>JZ6@XoQt2=I>wV^7Lq>T!}!{Bt(o=l
z_kvXEYS<YJ;SL#dSj!nr0-=2rpeb+Jed5ZN=jp;t6L%{K#5EW3b%~zizIH{D86D{b
zSsBU`?GcSq@o37jrNm4H{iYbFFH7Ez0_g?ICV}U^vGI`LXX1xz1JXTK?bj)x0&1=t
z7M`L<r#g-2IsnBRa7Fq3%7*hE+}&e7{}mh00H#p()sgk0`-VE2aYZlPR=Uo#wKp2}
zW&O_9cGxas*OiUu#Q;Y&i$g^N9DRHk+be^$X|<fL+Q2;<3s9}|91JcI;6OXd)2XWh
zymvWRWMiA38jUq{-&WeXwE!^dZ5{X;@B^L8AM7ElGF}!Pbpvd0W8Wc@71>WG7cN8R
zYQ><fD%Xh+E+ZT)a8^k!1-HjDm61I}<5Bb};gyq$c*O233fQnsZlz2KTr#S+e5RxY
zeP+qbLNE1PzF3F7l`xi~hRQ6+2}ne6%5PIECuiNqv5^xP%d}a5lVh9Zmkh7=I|44k
zL*X}Z4UGC$M-wfF&@+E232Frz7YdK3ea0&`fkpWw;Naq2x!ubI>i_VobsB#0s}p79
zay)&qj&jRIO|w+1Ni+5OpK6TJTUM<&D#3WFL2hba%bH(jbd5LLhtoaxuc*;qMl^a^
z7&b;LGWk|8^M5|KTBQZlg=&Rnm7Kil2o}53P^4$4Q&?|DWOGz<va?>Fu8M)ZxZ?mH
z6N5#w4uB|okB;z(E`=WINmS^wGAFD?@=X=#X?1C4N3!YbqAkSRDh02(D5<lP8{-OZ
zI0~!ig(@LDcw;CMH-(%(K->&NN$;}Op0g?mE=HnIu#<D|`Jbj|hp5a&T($9vAgMV|
z<Glu$N38%z8Rnv>rPbr(R}CY1%l8$idpQRWxovrXPF_qm&GVn{Mg!eKW>L#K7aOO>
zDUi&g-HG*a_YBu_r;w#1D?elXG2_(EGb6|E#~dMfJ|_^pJHIwi@VeoP2k#6jBc;kM
zdlnGP29y_>d5nz?<5@SQ1$j*Xvz?4K{MEta3BWj}Kou5}yUl#OI2j-S=EEgEaUjk<
z!a?!{R#u)IY*=be4#Ixm5%??If6XL<)RPwAR`&}RVStudirA>K)EMsBYnuOpSt}EI
z?%f2Fy3IUII3HW3oHz}a1!^N~@PfY|ophP+eromJ+ntu$Jsfo3-<Zdp@tXWQ4gUN6
zBkFZCI2%w+cI~A|%b+v?3?~WW8A`N=c*{tY1|g^O&eyLG38pSq5~aT&IZBrk#u1%h
z72%`()1xi`m(AXIY6l(2IO#1I-}C^-yYxPKxy#mA^N^5RIPl`%ZUAT2DKA0}y_4LR
z=ZcqZfC?uQW&69oUtRsNb1VLI6+q0tSb|ZC2>_mgmj~LL6Iy$pUT>2*dL2%l<bnV(
zKiv}$^PyqS4@Z?v0OSI~&tu)~peLj8R6IKV;^pkrX8oo#xMroZjMTthY`=He{rg$L
zqGzJ_NjaI5KyQNL)@#0&OGLFn&~48$OAdetF4h2a%DJspYHJO#>X$D}o*386pc>aE
zw1)mkg7;wVS(ZfH59hViT)>#(>caJvX5CKk&J?}29B!drD5vHS3xDJ<lbC56G_mXV
z>=38ReD1cb<o(zMtyZ12dE?W1NG}fA*0g=@M!8!v7fiT$GIEj3qUeoAVKY}N9zzft
zBr$ku*_U<r8_PcF!8PZir=EAyj9TkeKXlYKgH$FXASAC6bJ00b8tb}fo`pL$x!a96
zU07+2AFHP9%a-OeNT>FvyjN$ZF1AKd%*I1kBD{c2zaGQd#gq#vf!-xux{t7WA6CYY
zwwEItv0B5B=3U<#RxfhK4`mwwEGyri?_?9C@NV~&F+|nu!#aY3B&4OKfG*bZ*>}g!
z2rYth1TUVKfU<2hUr6!MDmtM<4FW%Hw-St0^gc!PJiQabLq>&L)JLnG-4Htq?emM7
z%B@S)tt{K3`R*LOJ6n<|=a1!LZGKlb{P4XhWUFLAc#Xu5c-a@N1SBUQ343qF1(b38
zU}IeOyGil`aUuD5QiNE33$s;=qO-$P#j6Ldd7#$D=N>iu(bjuB<Du!dpVJlth@O<K
z$(b<a@dK?9!0Rct9eAC{gs0FhvDNG%(LvPov;<fg)AqOTa9jH7m)MLqtc>*+l3zMi
z!#QAIwd(FgKdFynA8Yihv`VkDIUdib+rN4j9LFnieNJYwqgH(O<J9&zY<Q}Z0qppG
zNoDy7&Iyt+S8p5T+HPJ#_>>C&o~=0x6U>)M-4Ie{K)C@NdJx?HqijYIw-B#X7bzI-
zXM9l6whZ)6K@cV|(2?EDl)4uf>1Ay1>>5|3@=e=lhXjznwjJOG%>ov?0ZAa3tPh_o
zYnTK7CSr`o?s*`4#-qHB#1GBla-LxYB?)6?oAc{*Q`!jBlh-ecvD4NM=6Bahtk-mV
z7@vA&%kx`6?nU}eelvZ!r3R%p&ag)NeTfqydwJ$+!IUIMNRt1$uYx5tCY2zp3cwHX
z%C04ns-@}57)8b?-cJ99{!((F94se+w%n#2#wKfFDgBkz9z=J8(NR-)t9_C%YD8nf
zT2?}7aOR;B2}Vt`FMn4?-?p2v&iW~G*UxKQqCdwOO*0XjZPY(2|D`Ztxu^8ow4iHQ
zGuKulWq6@d>@21D)yjI<Oc|V?Yifi?)Je?nyV}QLHMYdzt|t6xjE@Prnga<^pV)pQ
z4Fq>52k(AvQv9tD{kmbiQp_$dod3az8l!S%u06f=>u0Sa5ntbsAX&4Q<Q%BioO=py
zaV;S6Z!o`<$Bn8=lG{4e;tVH?B?B!OFFT57gLo@4pTo@$w}@xQ6xF118_d{|Hi{uo
zQnhXBX5KJ~`6Bb|TbhU}1Qu>eSEgrlRdGT|GIKvD8k)1DAOEnX->a4O{VvU${a2Zf
zZ+shFQaZshdg5L@TKs~0y6ux%y^z3+BaQM%lCxGPu4PiD5skUKo2MebXTvS^rmmBy
z5}$4-nZNHvB$RX~X@ukcR?M3)>tz097nGG4)<D!tn$V0me_Ptf6-$eEwz9Jwd5+C+
z5FJ>7vBA4U!f}9zCS85CLJdWo1&4h|QtyE^U}mV{Gh+aqBQA<6u7O^ZuRJZPp6wS=
z2i8x7Q@&I;AW&CWx9Hd6pPA)Pf4|Q;E?eiB&{A^bXx<hn#2TQ9OF9GUEPI=YzIW%2
zy6j3G(@6}uUa&W)Y;xM2jj~4Lg;QL50uUXC5QgCdbB0ev$Dl^?Rzr(JGIeQon^t*Y
z*U4?@*AxJe+&=(-_g)fv0bKN-E4izOZ3@Q(E`;zfi<Oq{ss-bjlV}CYYY`<tDeRj+
zKkc7%5SCOEN_gwEsm4Mb|G58p__A!3z7$#=Z)^Pg(U}xNYlrxIALH9zLJd<nj{Kx&
z(hyI3HCq4Zm@m(j<)d>u=BX1sgX843UZ3J<ij?#8Q<K2;ADyy(h~gA1&*!Y^I=x9f
z%jbshSs`quW6F79&mq0FE{d{@U}q<98hjbo>Yz%S3^}r89UjDd<iE|%U~M<FjXK7_
z?7fSQv<#<7z`K$=EHBZFS83`$w?IT3_?sY#nLl6gKS{=qBjVO6XCDIx+ZbiyN!d1@
z(0&kyaFkSSJE`CL{{H<8lc#iNV-r%bb5g%>mMdIh;C?d8s?Ff+a%v5HFAW?}?ob#O
zSLnuRpe*lf^dRR@CQw2^JXK30G4@ylnxDZGz<IZfKA`or%9(MiI{{HRjA6cI^nk17
zL)<+Ytq&DdGf50-VjyHD-nNk(T^UXgUn8aiXe8<}=@j!S#j?qu@AI`*QToEimbtkl
zx|keFS}gJ12-W(`627bRa}y>&Zlq$p$pwtUugq6ZH+>nW{+%ep>ynFODqDwYO3JZe
zDS|TVc$zVlNVfGPI<>=Sze^ZnLP3esi?4SNIc-g);NoSLvi6^3e+s+tjx$23Gb1?_
z%|aNF2wEvLrVP{4%N}B@sXT)YG?;bTiszPDsYQOT5yWs&f-^Hp_2j+k^W@q$njZ2r
z;`ABLyy}^|XGF=cR#qrAWhGUBx25~{X;w*J`}-;-`9sPf_Yi$v@TqxVRqe}8!tcW)
zX)2akicSMDloiL^E_)0-&JU^^msfi@#)g*{cz<8-*9DqFf4=>lhX<yax648OP{I7R
zr3N$nwP@8P3=!kb8B`xUw_QquooH?O64L6Wt%aLrqCZCMY7r(G)-(Xr!$Bw5L(*ey
zI9dpKCKU@_hJfonw_^#nxGImw<&}yn-W8<lfBe3s-BlU&^IMEE^L&Uc4VlO{x#yZ@
zyrseFWfh(T3%F~nRiY~$WKx3D7UC|w8-=CvoHX`I3C;QciayTd+?yskY`XC;NXTEQ
zSpZsaGs(fFCtYTiLA|OTu8DgWnvgv>RTgw>a2};*Nw;!*%=GrULz3wob)Vc<BySW3
zBmx)*>8DwlZ=`Z1=kd_c&2DPgR3JM((|W6WGw#Pgw0J#-U_wdul44@@Ltm)wYwL#!
z+J@1v3ns@jJm^zr;ppWJpHOVpik9J4?+2_%(|$v??dUZ!2YvQZt@OBp=1^Osjg~o<
z6oNoo9ssyrX!YoNWW&(RMrjR<4CnW(f927ayIF#DNo5H62agK1lu07E!z%_Mp>bK(
z(juWXq{!u8CTZppbmIP;_3WAuPa0t>+&dbAGsL3^v@P41!cAZ_d`;wob46-m*JDXq
zd0k~&rQ+Z8x{*RyY+K+2sk9$cI+e(2)(7C;!K1~u)o^|W#9L)d-^~>t6-g45Nw;On
z01<S2G!HUTRVSUbEv$NW`nosNyA``FLY2rz<jml)E{3chkjTBJk8w5cd0>2A#d{<C
zx4*;V5&-ghf;fbMYEVaS+01+uwupCXW7H*?Fz3*v6TVt=*3#=dh-6`XXQ;DP>(XKz
zL8$8c)Qh=VnjSBnRIO_*k)9iUC{JH1d%HiCh@&2BZc+1Ygs+Yak90qDV)Z5yra2P~
ziv(oE{YGL`<j~h4)?aN!F7!<x!KCGMT3ERNmzw{;+@j%~B{TYBnQxG}57g%0s*%9P
z;Tq19t95t!e=!1=6!PEu31W+8LruK-(iY?F{xUUq6-*aq&v5!RNojD;gLUefnmC&>
zmg#<DN1O_}Gh1>N^LzxUS`1)G!BtIQ@ZaZZ)|ZUzV^JT#aF9ep((>HJheBCX3^xLA
zW9|2aYov!z+rREe(U?A@tN(zYRAhR#UmS;PrNNHscX?F)QPILU6vke|f16SK)PS-b
zI@k1-7ypbH_|>i1e*Nlnw0#Ws9R3x6y<wI7;2jA%^e#S&e`B<oGELttf%y-6hM&a?
zLqqIVG;0{&+1B%@y=d_rz|vz%(M*g9T7B$ljJ05Fc`C)id)Jod1|IM+!$P_cVK!Xt
zx?chLE3#F!x7cK~o%JzAxV&h#kal{rS6pFNj)Qo6k-)Tb5_Memy1J?(`*d>M*6X*?
z&|?2_;(g+R$E8_mzt+HiW%;fs)USa^```Y`tBDs_Jcy;*n+KnhLQTACI*;EMUnD<D
z#rnM3fgiip15kLLSk^p@N@oJPYhrn9jkEiV>^||n6a~gCFG3iD(=FxtJ?(5-e5USN
zrGb(Goewss&L^o82;q?e$iinUav6Yzoav=3p<!vu$R0?Q=wnG?NCMs9!c`lsQqK0B
z?2P$RA+0-S`7x9m5WBDTmJUAoeUcfHo^LNHHW9zqgG=oDe?x4<yJ^O)*_qn|55Ka`
zaE)}%s=cWG!EDhV-TAPtzkfj8BJ18(NL7Dd96_J8l$Kfs&~e7z(za*Ha}WE+k<D{T
zY*pHiGVmNL|FF;p2&`oBVGY+}W7mrne!F&>4^!+K(7TC7*(Z5y`rYv(cqdbMHEMeb
zi3&~_wf&Wv_svPRQ+-%-d?tezP&ssDg6gxPW$zez2};!@X*Bp>{X^Qhc9|#ohlu@e
z%1h5`rDac$uIvz;7$AAH-B;`*L51oztb`S+kxELCXLmexKEfJllIwfL8GwK&P{<0_
z%acg(2@knsQ$1X@Gr!;r>K?MsZdoBV;Ub)!H;d`D=1Rh+%L=jJdb@*{lt|KT({wW*
zAQFree0dHv!nAQ8>u;KG6_)33+-fYjwqOObxmm>Q`fPCGQO^kh4Dk$*1T6`o{wVIh
zCz+0jpI`so=3<I2n}nAeI{bT=jM%dbOva()%B8c(qgNgQph-foFOQW!=yKag$p;Jb
zT0SI0b@+drd6T92FqrRQQQt{V$eLIJleuFTP*Xbo^^Kj8f1#r=A%@rp5S?IY4Q%5w
zFJ!wHMDF0<UJn}$Lh5+U=&IY)N~nj;Krf&j?2BP&#ZXJ9>LjKhQ|MRfqCG@V^*4^+
zE7R}%mYIx4$iFOtiI;+>=kIZQiP*`>rQ5TR5lN@~WPGe30kTM>jAVg8?}k4K$jNPv
z-w(|~rFXEz<lh)5l6l8it6t0i;EL?ZZv<XAR4Zu?$J(4mSXTHx9MN#(ejxV4A|*vL
zx~9F}kgDf7y#IWJxLT(ss`Mmu(d;qv&^F(&A#3u8=IWSim@78$4&2tQ#GeHc#n*6{
ze$R)0z2BEt|Kjjay}2=)aP-r5oWY|y9+nuz16Jwaa(sEEN(hhUPJop$|6bX7k>=2F
zl|o6pXLX<>pAp_(j3AMjw@xgNOt!21R685lJ=;>*4-=4{L?PG~E3xFlF^+{f6{MKn
znq5V;NWin8LVz$4z{g<fzpvWrrve)|;Hb1W!zDBEK9)zW>(D&lb_CN5pqVk?yFU^J
ze8|678k{cR7xVyx{68zr|BO*Q8ZnpVYe4XZ67=9?p2i|aV#H$SX9YN*FHec)I@E5*
zNADwEg9d#74^VZ&TU07tY_ja$a(^l+o%`AZN6(vEJmPUi+1Gkm@AAqg-bCl{A-Ft<
zHgPW#+<Yp0LaGIqmt`&#NQ)fQ<rsoMg-C6|XfJIk6wROU?5UoQmpkE{h|=$mv-`!?
z-0u6t1>sM+J@GYgKs4~rQRqL6qN{tOe#^10ohjeN*=;Sd*ifL`&e2Q;yWz)ak$`dv
zIZz7urgDPsgLCJcJdNLrfsvHXix#3<#AV0r)WUqrq|eEd<OZN*lgPx&Z?cZy|B$r(
z3`3IrX4j^IhKK2aBtx|4P69umRjM`ssoMW&m3%ZWnM^)(q{`24A)PJ&t}JdS2OSZR
zssUoPjr?{UgA7&^$E)GTyX-@R%~!Ty?DMUkt2+y99KYhTDu2gktA532mx1`Kj{_2@
zp%ijx`g+{Bc|Neyd*=RP=jC5zwZ?0?+LvXG=XVgGK7e~llzI{WDZq;mf9}0*wdvN(
z2jDOB>%3?07u8=l-8USsf61VyErerfoD+x3{thOOdVjZ`XGO{;9;vB?R<_sdE26cS
z=z>kEhTE@!Tr4jTRHGg0Zj_qS4YfR{1IMsO%82APGydQSyB`pEv6uPr?hni{7nZ&V
z9I1#g$U$EOQ1s*m&yrWZo&yD|_tZD9O)~R$7IC~FaA#rW9}2KFbc4;boqY?8s7=9c
z;-e|JitJkA^f_%Fe)+?i_5f;5jgG&I_55nf#irDz$J9@-AYT$ss9s(BmE9d*cu`m|
zarTqO38yb7G4;jKL9ex(n4{DMP!>rE6q*B)Elq}B!+eyxn0v2LV%Ll+6xf3ORfZd^
zR-9hy`#t#Hx<LjtjSz|wy{q%yLF`d<+hiURNyb&BGpkno>Q@$*2)D1!vn!F!fPwp0
zzIUeP{e_Lve@buj$8ubS!1|4*c3n|5|4{@}GEU2^IOwv9(wx0DNYH?O%Wr1KIDLSi
z96trQbVy!Gg_MG(r>g5ZEM5G#YKvdi^&1k0?D%R6bqo!keKRGGNVc=X1DMP5QUER3
ziGKXuV-d0QxiV}rmU*3DnbJT9Xfe~@4YJ=7oZg>TTLUU8ASL;n2UY)#Wj6keWhS*M
zM4^xu**>*1mKCEF4j|C_xDHF>T^=0ECP|ig=lHPMhb2m5gb;atleHj9sxs5q1uL$*
zdGDF^AQGgr--PKbnH<O~?GBBFwa8<)GqGk!N}uK}ST*8iKl{vR&v~44G^)sl4u*2F
z@gJ%+{M?x_!=NFPaonb`FD=2O%Gerwe~3}I4yvT(fslop({B_;OLjh7FYB#jH7W63
z9X8r*Y&^}D&JSG*>uMaX>@{VZ+D82Yd;T4b?LH7qJDSYRRe9k2d2g}8Mng9vUGUk3
z{Q%-!vI8*2Nv#}z1F@QfX#gsD*vs?HqhLRPB<bB(*=k|lh5ZNOJPX9Ve?goD{((4S
zCbAlx^vXH`q+C10PTTzh6YePqR>0Fog$_iR-InQc)7-x#9k)~i2xsHp2<M{&78Z9<
zUt9-+=;_xehIGC<jkXxzJ{GV<82Jq8-9KBG{SSb-+*@|<*BngO&D{j>Pq9fR^3OM;
z2;ZL%6;Ya$K3|V2x)=|*Z>XW!OoZy6K{EIrZ!u&*i6?t;qY5tTQiE4}YmbPc&QGcj
zz6i`#0dkdfN94+{=~9t|uY4-NufC#~%4ujtxmT1wKgi&!O*M{p@1ZM@{==e}7;vj!
zcJdu;A|JY{Ky3<N{BYjJ@S97lAjMG!ROVu<_x^?so6R;a*sZJpZGh%WeR(q8d2-_9
z)bxrS%sT)8Zk}$xi6_J0U<>yo#;|vk+GJGGnSuy8Kd!|}=g2bNQ+DL|Abi!C-12Tb
z&^@2-ZcdxzaP5Y*lmP{o4sIlRUIWTh6m!|mnm38|9V|uT*jCF7O;2msDd+n;{iZk3
zghVd6tkYh3B}W=B%IYilrx4E!SVJ8+hiJ}x?Z9%~I}bv2ZmJt;$Vwe~I@gA3ygYS2
zqx9W{0?{+vP;=o8*&E&Rv@w7%Si;K8=CFa?MDbk+udmSPBrjUGyinUiix1K}X$xj%
zVu~{{y>c%rPU-3Jo$HXMt^|+U*TaFBD;rQ`d2lvw`#yyc^ua+#Nh*C&OJ}5I7DnCH
zzEA$L_tC{Yu-AFD2@m(bOIrc8VTjl5Qhgiy;G-e^VslJZ%BaSA^5Fhn(S2Y$F`a2p
z`Q(>+#5MRP0^lJR`Mngm_BZL6emsV5HN^VIN1Bz3b^WpQ5YeOEGRv^vK~T;sE&pdr
zUi8h-C7|K`0H*uM`%llQerY0*1AQGraWNtUs48~cb)09Pfg;y$6(Y_}#m8}gEGa3~
zE5cuk4AauIH)(*}1d#&@;t|`gq@}<?YTwb(76A1B?lL|o_4-aB?08P-lKjBfUOVHW
zjE;Wcy%;k9;MsxTXQY9XU#YKFDd+#QrqnPNfF8JyJEiXmJ1v#?eDH-|f!YtV%F93Z
zIs!<Bdf>OTE3EaKJSF%?3ySBTIQ$A^HKn9<OgtArA~oga9Ds}lBs(!NF}DGVFM#%S
z|Cge3{6C7$ZZP<Jt=n;*n-yN)suOG7%A12P>1EFszto3H*#ZP(z|iB~k>k#$UoJ=y
zW#l%WJSL*=YW1BBci=vr?Y-enI+^sZ!CQ1wabGXsf%{w>>n-2rh2lJ&Z8+VpvxPZW
zF&*t2&tJfQ+ADV!*A#?C*p0k5uOJccwZR`bV#4*0@W|)7Q3VfskenxbtdmNwa=acJ
zKtJ>xt&rAStyX0Eek$0v=;@Od=`Z)p>c9Pei<6li|6`V08dK)N>EC>gt&p6wk>y3Q
z?)`4JYxh4~pPjG!>+jt2CK0jb0l@0wu4%B^T+>Sty}SQ?xt~6NwrS<16TcEey@6{G
zX6MyyS=4lYLg$M&Cl{~Vn^u&lSfBnMxVL=Q`+u3HNkX2Wo!LL1p5Jd-HRapPwJ(Z+
zsnWq1c#Ln!j}3LWZU;?snf>z8{`&9f^Zva2vR!O1w%L<grFKeI|L;uRXOwmVIDt9C
zwEE<<v({zrZ-xg2UD;a=+DvI#{b@zo7wZ{<Np3f4*v@e9S{eoN0}t;F=Q4KMICIO%
zcRdEPuTFUKKsA{ky5J6+Feke0cGFnC=oL@+=RF#4+n0(JzFd1kF?Z>axK-t*|MWvI
z%>7e(<Pw?XBFbKl%Iiw&!mSli0fS%F^(cZ2J7u!sBGRC-3_yaNFB0>6ny!GMmOE
z)u^W@H>~q{wp#E>mvOFgL*=|BPy3@yr?dGN>U<4L_-x($^rNX@`;?;{QQLV>Cv@NT
zzH`g_Z1THT&w}NT1ixLNc;IkQ@NvFP_t)Hk4>Ukd;{hja7vROKz+hG4g*ac$`J7Q*
z$r867D|7cN*Fq2fe|Pi5zWn^|0>#p0-`y^ovtN+emwPEL=+`5k$9}-5<e!<XBeX`X
zrzb-yI<7Zn&uVYSHzHASh9B?kS|;VTaOL`j1G?u9JiVY6sVR7~tIx#k(c6k}k;2RS
z*D3qDvCNlL6o1Z&GI$2L4t~i&$TqbfBBv#KPo{Q$$^9KE=&w_LI``PsiV(i?mDktI
zG<J2E7NT|YK+MK3kDXX<cE9{!tklA}{!{D4D6S?3iSs#PUrZ%A3l?6yzJy0oMR#A#
z9_OrE340>=7WK_#<XajH+M~V%>TSpc@E)j^r<_PS+avEff7Wp^DKkyRROX$^$G*<E
zF!57unp0LrNpF^}`$h&YOJz%;)@@(*c=X1%H7#@V^1YtKx$)QvZEnHl&8qEYB9==I
ze{h4X#zqNiR7*LRNuBLlx%lEK|HZGoG(TFJHkoLC%obf9urqjZnVy4fvxmdw>ke!;
zyn#ntojmyXi^R$w>m*<D?7WfN(3`gC^i#KFnJCrb4DDl<5qWx`j1qPL5{8fyI5NS7
zafgZJ<_P1%f4ZJ{ZFRp>a<=Ho*Ie_HMla5s51HDf?cD!N#UTH*`6R*O9X)TB9<9ri
z6g>3g)O)R<s2MpECbH%1<T@PF8&(wH%%05(8??fcmS$vyB*$F4)RnRAgle>v?8;e5
z&pUfNBKG;1X7#LGy)u#^dgYuM^H~+Ng>G))7i08uoYfK*CFvJzXn$68(yZ<0W*&tu
zGREc+Na~&CQ`!5>$z6(}*H-hgXVxl7zONw~xB3qS_uskU-PFvIoNm!_zBK#p0=|c8
z5Yx6mlNM^Q7%J&ouU?=Vd-j~ihHDNor?L;Nby=<R{;`dmPRioyCvN+uPn?y$IO)Zo
zm*CMD;4BKHXN}dcnVTZG8yv4aRX50Auvg0Ll9ppqw71gih0VO}nz0cle6w4^#3Ux2
z6VU9<U?^IA#q?6t+JmdRpd(Uv%w4-eYN~{bJMe(qb<?+Lo!oZmU!j0Q_01~3Rl4db
zn;ewcy=|KdGvs4;rFhmzOmfScs&PayaQm~4=I>>|5ov}L25iYsSZiaC;J%EUz%KO_
z5>xeo=P_QnenV{iv4e|hPEJ@Dl^1r=c~LOKLzOLjSv?ax{0dAZEiB$W041<#KmN;q
WTXk9T40{xi%i!ti=d#Wzp$P!9NTR&}
literal 0
HcmV?d00001
diff --git a/log/zPythonScripteTest/err_n_plots/IterPlot__Vp_Vp__fwi_FWISO_iterate_m_allshots_5_3.png b/log/zPythonScripteTest/err_n_plots/IterPlot__Vp_Vp__fwi_FWISO_iterate_m_allshots_5_3.png
new file mode 100644
index 0000000000000000000000000000000000000000..b8e8ac576ad9a467de36b0f6c60f03d79cce3717
GIT binary patch
literal 39126
zcmagG1yCK`nl>84o#4*K-QAr)fZ*=I-GW1q;2vCqy9IZb;O_43u75+mbI#1v%)M1f
zb!r#%?$ztHM^*yANQ=QiV?n=p^9JsdxUk%tH}6z{zpaq(fKOT(lCs~tiBI_?ETG_&
ze3)XCjMG(jnRb*arA9(b=tb<y2#tXv{w@RwlAaWj{;CR2Bji1Xx%C=W(mua!duh2l
z+{{e84z;(1dBz`AWJqE}0UHt|6eU3p%lL$&>yGx{m&tR*sj~^Pl6Frmk7e@mikgd>
zi!754cic<C<E0;^K2Sgp$Go+fQjI9yXkH`_8AasV262H+4mlY>FNbVIiIEY58KLjl
zrX17Td}Ez1M%lgEFREs~K1pG^+pyUu_C*x@hA#*DO(pYouy}((xnCbGX1KGEV8hJ~
zbnYKU_9>-5it*hsY+wpefgkE_pkRsmpY=C-e%=dd!J`u??~QzcJM>|}|1XzB1+P5{
zKW0+Vlx*3a=y%sxwi|bo$f98q4}u3=sBBpyC_+Wbuo9VQ6ai%<2op-kwgZtFIAdSK
zpn+S82d?moLlR~ct^RM9Pn#s|6ahi`h~H*{yvYSq=0k0l-G?2-X=tWJl5GdQ0|Zlk
zIaRT9j_Hv@NsgC)YNHT0no(4UbS{H2kxw~D_OlWFzi<A}H&R4T8xvahu`Cw!3X+Fe
zQx)ivzoiM%VA_s#jT&^P3Y;7|jP~0k<fVoa;l%ob2)(yY6<$aYjvFYSg)!GZM8*Bn
zW=i<XR7J3=AsGo-5R$@-9r1s;=mi-_{N_#yN9%sG*pggsdVWKJD3X_BQzM*i{)Zdk
zhahLyb;#gM$Y2?63M*f~SY1Rk*vZ<+Z4*_%XMHxoONN8WA4r)bO0$uOj{)a52Se^r
zOoD=tga&XB|Mw+Sk)^(Z+6`7wjvFd365=vh`qB^wq};*Tf{GArOAZ|h>JXp_8(}_)
z-c<`>DpZrpIO%PuAb=z99U|>9DjY!(Axabj_wvCJ6Hh?os`Mq7l@xmWq2&K-o&PLe
z0xe#--wApR#<cuV0jv==YXhliiXg;WBWX1{MwH>JbfhFGSa7^(sidPtL6{r&8@uE4
zm|G*Lzki0_F)9;j@URg@xZ0v(k_PV2f$tAUzSLo*Gjh2IKUATB!u^eq2q1J+JG}mv
zi#}>U%GW_AgqF&M8eLP}R@u+Q6MC3Xn)ex#AkMDeF>c?o&jtJz#|UG*T@AS~L~}4q
zv1}X>`izhzhWsZeJSch{icd6~vI$JF7ODgll6smdi(EY9zQz9kziz2uQ|4)cSj+tI
zD4q1!0gxCoiyEtYVyu~q?A%SVbRjIVfV_Lf+#CA}Jodag589atgRO6N2v+-TL*Qy$
z5Is1Z4$|rQa1Lu_n|C*P@+KTuKcK4Al*&a>odXbHenAd)T+)MwnYB3^Aw~+`nD1&<
z__niNTW)hSIizL<FnxsiZ&{icC6Y$qix|cJ<i0#$_Pop|^7W?d$#KEMWa(1lteCHv
z(X~9l?XmsmFz<f6cU38|^-HpB_Cxi^6y@h5N0LY?4<<cZdc+iIRC!z_b0X#EK}z%P
zMhI2|KT1IC8*!E`8CUQzEN$fM`4OQpTAKuc`$i5$1jKl|^WOF9K&`AhCMZ5!6c>vo
zcWEH!!}}g-`CrBrmA;_C(C!}lpF=A`Gy>VP@HZ51pkib5zHxZUd`D*Sdq-m=BbYRz
zz|p)1VpaXMyebBxqmo!5$WDi(vug0O0fobL5)_E^Bk>XKM_=A!m_~tlW67k!!M-G8
zSXd=uG-;8gWis#O$^DV1tZ=H^S(TNhty&zdA_wZQVTV7y$E{C+G*{!vAr<dS7>lbi
z*=~Gi&<76`7t%jpmuXBiJKbg4Dqb#A6!wEXVmoS0|6!$l`dTYChj!)p;{Pl@w+7e6
zS|msX^<w7Y%l5LyAik7Exuee<-!!I6SU|t6M}tIyl{@KbT`s%hv{i{glan!N+^fIz
zs!DrLE}?)L;aE^eCG)T$@O-lk1G0U7Pv?F-#-xwtc9O2DixJp++9S0yS5<$gY}I@_
zw7?b{*n4BsafRPtCAn5@0XNKj-)%SCqNv@n`dF1zkzk(2yLgYV<KCIYAm;97-r~^&
zU8h`rs+H`a8Db9aScpOT6@wAIV?J?m&9)}0JD@jA$}pv@R`YFPvvdR9#58%n<d<}&
zUouH18)(k;;&`W$i_(T@w!AjZb-y>gMsHF!3##^`l)o?NB}=#`{)+3aJxS?9N9o`2
zlBfPC#4C@(Nq4_zzH)&U+thSdWLJV3IXAZlaom!TQ;&R3-cHYbIIdi(*`O+H`PlC$
zddOCGSW~n3)G6iZAuLQ=f0AW4#7UY2XVtQvKX2*DnBwQO3j(d(Kjr7*+)dJX{#Guv
zw1|SKaKwGbFbGBH8%-$We=rGhm~C!4&Ck^emjBv407jF!vNP&4L7q2L>3n~S{`54=
z#y7_aeN<-@Uak)wiq|BQwzQ}&*G}Jf{Dj_OJyd14O?x<zx&e<L3e;*OB#y_*j_u~=
z&%#HZE7?C~I42TX6jkj+{jH?3l9-mC+ltS(TgX6~^$PB*c4BGP558XS?<)<Rwo_Qb
zxjFAsJsU?RqL&(-?@5-Q)>)KOTqk<2k0*vU-n}NIurMjUJAXJ{73gfL(J_v;_?Z3t
z{@BXpH2Vi=tjcUKTEE93;=IH))%7v7M&#>4ZTfTVJ%skt*r|n>01_s5?eY(8uH95F
zx_PS&exy&i70OyXhl`HO#|ujvZ(gfE2!x87|C8_1OJMF1fm6c}&&^l~!w+OT76_s2
zSo^EiLOnC!GpG5)^W&D;)?J!Fi-+sOs$Xe1ZbfOp!OZBzPpW4$)UVF$;5d-L8+L1*
z$oF?nB?E=?vNq&Hff_x;F+>qOc1Z2!CO!?BUN1FFD=H^z%6bJ6`y?h7q-i}a)6m&c
zt2M6OqAvw4pAG3~5>dAj6e)U=qgF&Sgd<@U81S<cc+g!O<ThIcxD-ZXSv8&3nKYDC
zKvidC+nnqZf^m*TpWgRMn#3sR7zPl`(G)xpbRiM2@hOm0w>HKKTJQ-opr}Z+L6BOk
zU6}OuXIjQV$*94~=AAb>;o-^UlB1xeZW#m%S{}&8L#S<uf9fjxU}i~g_B~Vg)WmL~
z>Z1@|wZ)+p%suRa-CE~rh0(Od;@rtaMQPg1P@xyypjxfrpeRxTy~oW;+g*3ChErRv
znjhP~==@meGM@I$!>H%oIT6TqTXWcBEib%IP3sLi5inDoAr;dyAygi>Jw|@svahK#
zZfWKT=P}fH0C(FO$Ct@|hvaOw#HC(+5TH$O_1YP412TD=J&&~(g})x{_ZJ1lIPBL9
z#B*p1yIk&pGqJ+><MVd+TvyEJnoaM8AM&XPx6>z{??v5!o%_8fB=n647ti*Vm%d$D
z47|s$R0-$380nuiCkN#wyBYUS6zg+(bdB`w$lg~zQ~<R{qkrq|YkYvq%Op%N`nzsK
z&hA#0A7P7(zDH;x1~nf`@obi{S6%MK*!i|A+3fm-s@u^dL7ZykDfjo<WbEg&*!A1i
zln6t8Xhi%VnU|ke!oqv!;%NG{LSlBtTo`Ist4YoPl3P=FEXR!$2CknUr*lN1$M;vx
zA1q96dJ}n5thWN8Qc~*=CR<9)<SZYct<4$XlnMU0@gK8II{7Q*@waVAq?b|zjB4V9
zM!lP0fHw*GWq=j5q7cLst%Fl0nJ_Jh=Hjv96{x%sb$rW#&(Cf1BY-Ip@@md3yaOJW
z<-7|liPg&U=$381ne^t2DtLdNEuc56L-e@GQQd6hn<Gu-pH<H8=M(#{6%4+yDSod_
zJaG!Kfs$T+zvqU*iOsy%S!tRR>EJQ_t-9=Mofo#d$r^pUyF!WND5X^`*VB|-^Mg~@
zj^~vTzPp^)AJfg$SE|xkJ=3UZzUlb##r1NYX!^Hv>&q|_(0%<VFT?R!4GoOXKEe4W
zQkgNKC?NUUUe=A^NSq<f!0xWGkdS=vX8y73M>5#q;zj4S*WddA{1!E&+pYCOa7Nx{
zow2&A3C@zI=efMhaA?}I_Vu8-<xoIxJj4CfK|;j{DZ*<om5=1gToZ+3P=T;n%~N>w
zmy(s^iZtr9<{FJL(vqGYdan+R=L~cg?`S;l=f`QDJ)c^5BlUltXNkCNLWk_a8V2ux
zT#zk3y3~Czd7B5K3i;l<pX8T!%*JMNXiy^|Bs~=|iSWy;;9>|o-=ce)Ie7?nM?7XM
zzfRQ%asbwN47^!BHG%9+p!w9<fj~mqE@-C!41s<@LXbbL7DF~*-JU)MLfz85D}2;M
z-}nLg7t$hyhe^P=fRy%ky$TM6MMi`cX0p7c&WO64E$-Hn7N<4)n`I1JrNzm`6amTQ
zb@8|=Qa;t6KgVUb9_qH2Q6lg0obu=W-|h^vKL%**tJc{*Do!t4R+tT0B<NL($;;pQ
z^VPeLZykbuFZX)=4Cf^%Roedi8=ezLoDJ*VHX?|NV;WFt<L{l>?In~*0iV0Addul5
zv#J2@=XUkw$E87Bm7HSrmQC!qg&E|sd|<qx^0cj1{uNiA{4((%>h+vA=F5`>0`-uF
zF(FL<MD6y$(_L@DOGxDFRFR0$)AaBY>tO=Rv6X3(?q<Oy+w$3r5#RNB%~liDONlNl
zVK-WKzeoFuzSatP3BaGZ%?%mcv+X2&lhe5Tf`XfgK!|NMArXT;biVtw8oI}GZ?OIv
zON-i71cb#CfB(DVMYCZZSK-LUmT&Uv_*FbtJ9qtQ?z{T<*cz>x*6o-tCF0wxet3zP
z=bBGdJw;F0{uEp$McwXb=GCxg<3_(WXY*u|z2c+a^s>`^DBH3nE|`4&%76^M^EU1>
z)hRjo>ukRp4?O910oBm%R}z60&rL}(pq`2GUS8}E%Xk(xd#uk@C5dFo93Q=hxZ-#?
z8BM#n>A6~{5F?yRVxoxb1wHOXIKjJigN#_;DH0<mhNY-l!*sGI<g^!5>owi+o?LK|
z&y|1F;7|G`o=u@Isn}8Kp97w<mT>P4t&;17mx>Y-H3nisne+}*03xYP%^`?Mfv!&?
zn21^GgS1FqbRW9{5?NnKY#=8~hId#B!`jhaY+Fgbv>ztWXPCFqny50aN)T}eW+i<z
zGttq5R9xpX#SVdK4Ua5Hm#kOys9!Ae|HQLcNv0@hg+!3vdz}=Z6C3viRjALcHPnj5
z^3fqAV{dH>b*eZ&DkVUzJc6GkR3gkP9u{~LS3RYH1+$RE3Iuu?+~QN(Absf0U{DIo
zF^l|WU<Z>KP1~`>s155bHH1Q}P|C>*W+P^&MQx*Yl#p(0!Qh}dTCq;9os4GYQb=nO
z@*S-knPA!`f+_u|o1#?nJ_;c~zkCZ?TnmL7K8|G8^61^qMW~^dP94qS7XAW(R&Uqp
z<eQz2qEi-wR9?sU{|Tr+eL~^%+1Xkp{(#Jq(jf$wc}6I7Nw_okTd#9b<Pz6ZUcNb<
zI+TEyKBHhTC^p6=!ywx$2qIbZFqz`52p`8pnTafZfVk%G8iEn;%HC;_Xk#>le3Gu+
zaitIG6mqcXCO8l*WQ5{&x>QaM>{np86B9=brF35K>jQ`oMjEOLq4m^L$wmU26Ce<|
zy`uy_O^#oIZmogQb-?Olb^qB&2OZzzz`lc|lHu6wD$yN2gUNu=(1TNtjib?Ue#5g@
z9NKiTT8-s-MBAfi_}q5OFh@0y=jiqFGV^6f;ap+CZ^p}o@#&y|v4#?jswXc9qrt=~
z<IBWQu5ZkjyW{RRWlca|UH~R7#}U>b14u&O4St|p{O-3(VKLJ+>pPfr0A>Q7vzY^J
z?fXey_j>(EbJmAjy62}8Pc0Lv1h(fU=ksOPjdG6X^F<k80Q^8LSMyb|1g=4UZrro^
zw%q<M(^<s*(eLgKj_z|B+hK`O>BFB{A@J)8w2c>LgBaq;wqL)(kmg{jcx$aR&83&{
zK3lFWnZu!_<;klnSo!H8?)u?QS-T5VvvAef@$8&kUw_tUmy7cl7=BnTR%2jQ+I)FM
zW;m#JF`l-}<TkU^;dfXZM6LQ;LO3kJZDmrq8`{mLr!v>-p`!!DXw!Z&ob0?2Kk5S@
z4Rji<+bQ+qC5FTN`udpV+Kq0$$JMB}?_Km&OI|38!2bG6^`pjnRixWl7H#g$4WawX
z!`TMqn)UFclcfD2nQZR_I$Ed8Dw2ZUf;%{1c+U#Zu$$y~b{{JD0lz#1mel&*@8N2C
z8=u$2o-^h4@OjZ6+cW_w41>4T3L;Z+zk0!T|0BqDsjf%!*%SR`hB^dBbIV0j_(b-H
z;BD!;&EaJ{V9*8ntf#|b(^SgZ>r11BL8Asx8==oVF0+mB{Kaa=T{t#dC5aE^*;dlA
zuP!_A8pLpTMco~i>g0ttik**t=$KD1BEsXB7zHU=Ha!M*cW(gzAmw>dX07J_X#Sdv
zk5f_@c!{+-ZLaZNuOn40GfOrCm;FR}Pe@1U)xo%saBQhc;aD6^A$sJ~Bh4@|1pEOJ
zC^U4iP|3nLX=!GrQLjr436r<TGg)aco<Uof*I}*g&;X-qx%E8)1_(6Fdrj(*ggmTl
zn}@-go=0Mr*H0}%P5Xm35Nl^JTG0@r<D=rPc&4B@9L;b3;fPRhj98Up81k_%Vg+Fc
zoI=pG6*)0X#5XeFoFtprBJ>%IN7O-hgg(4<TDd=R0+{s5L_Vp!v7H)0gJkEW1S9zs
z8;uhxbl#eQ<WL{JRiqaFBZ^etF=(B)pv6(*Yx(D+qarB%zVh`P9Im0e$+h|z&{%G`
zlGo8}O>O|SrdqhjlJoXstY`hVLX)IsdsTM~(W<IR*TX9RiceBfyFe>Lj*KLNu#d2~
z*byjgIlT&s**~FrO(FZ(h9eKl-7%NtYajxD-R-Re61gpF*O@-H949&7nc#QjglFt*
zspEZ&Oc%P|o6W4Yh>YFN0Fok!!S2cZx~0}$^|9VT-Q{A3(eR=fm|=S(#X>BSobRu?
zV?7l}f{qp&0I-UC^ZPHy<$QX@Wrjwp*8J^oD^5%8W^N%HWZQO|hQ;}nF2(}rs~%ee
zM8~)H=g-IWo;2#!cfKD<ulDE94;`l#T;@O8X=`uYKaptjDWa;%)kp|0C0-w8FE`Y&
z*eur547Z$Yozpcsx1WBbdmO^lZ1A8D95CdIH*!3jlg;|o*QYQ)VDUN~660%m7>rtZ
zI%@Ct5W(ZyU7?4SZ#8aU=Q^b>xDTH{KTL;sKADM{-KDx--K=h=ac!(bQhM%7`V#qF
z^W7KelS<>rYAVVq*Vt|a!vIM)+k=<JWcAeG*>pITXsVCY*CBR#+AMW<ZVa${f4)AK
z-={hr*`)D42E=yNVKQx}Jy$)e*Lc8eY1CIfT~04|U%+8k54qV02>Ezu)LAYXA|<%&
z>DDYf90J)p0wgg2#%<R9H0@Xaus!dpH@P^dm+LJ`u|4K~;gb7>nQjJFyY5xb5@$x`
za)_0Y<xT#cs5uC;h1m~64wfN6sLMy%F!j83J+UrGAw&-|*o}1WBvT4rr_bo!m+@bp
zg^r85V&KBU6THLp(7IyPCo2n|3hcfK=B6h?3eOG_otWeKney(0S86Bre~~(i^f!)?
z;MK#br1z~@;ZX36my1{#<~I@C+LAw<VYm;&t+48UE*;doTTfeH0A9-S(@>h_T}PK@
zy&FoY+mrWov&|_!7FLo!?9ufm9c~LS<~6xGx?VR`F&PfD0JZq~;qmqdOx*KT{dr*_
zmAd2A5m(Fe9k!KBGW~$h5rb)qSDeT8c--?zwdcZpdmtHJC2$K1tmDlZqK3UDAE1}o
zV(?kcNO?A9<<#5$8B=_2baXLu;Y_JJfT&?*X2oZ^{ob;4wWuGC$!4vS2Ebq0d$@<Q
zxUlDai{-<)s=G_JrKe1erouc(ptLnMVNPshB498Xe!&ox;l5Q9z#4w#EZ^?5IF=53
z9vLImJ$s?6f5dmT9|AJrY9@0Zf%e{<G8>-|cFt(nN{d?&pd_rPsx3lKYgh~~2$1p%
z)n{4D*Nw2!rAWu$y`sBvV`FnmV{>?mQ$02In_oyExfU1w!t=`{t0p24fHJI5ohifa
zZk|A6GcylY^MxYBDMLkCO*Vsxp|~|)SHAOtemkGTn-HN{Sb96=&zCu<`vlnU8=8Rs
zy*s<X9%|3$+oy%;xazoc*KjqYz>K`~RUdX6vuTT11l+F&BK3|Y&K*{V^)#U0y6e^B
z!;M>>P&(DmP1K*CJU)!)i$R`T3@i;U&vuRX!kf)?-8@vk9_hUI8G&H#3gyFDx}o
zYESDC6jC1VuS*Km>&$2Opw|7>?W%o4cE+*`T(4<q!YS3YY(0;84jZQWwg%^G%x4Kf
zO;<aVAR5}GeKr98*gfUS@MSc~oo_Xffigu8$Ir^GT2haj@1L-(ntARzP`-|?p`N89
zBn#dbcD4Qd@~Fxv5_w8?<8J{qz$f#Z&zaeK&1mrqI-S(U0K1csd->-?nuTX(wWkey
zq^T%t(HGB1qlZt>Pu|f_=TrlH+Rv(UNLZe;Ay56x?b>!do?fkKX_oi7(m}@tZhs0|
zxZzE<%k2@Mpr8EJWzk{q@DZLS2;sONw?8R8woM|nr!~7t*o^StKLH<cO2w)*l^ts9
zCMMpW2HIWE4945<kiSGnT*kMsVNX0~5n)nX)_N9$HQ!ax*`ArCx+qsx*F!~pz3s&g
zLU)-=D!r`m(ak*5d^L*-L|9LnlLN5a=3{(512@S&AP5m7U5`^nwL13p*{C%t1%=^x
zjftoJyv)H-I@S_j?phEy)-O5=3n*i$H66MX$Hz<_+y7KHq$XURW$f+s!3^=0vz*pa
ztV19i)tHP|r#-G6Cxp<REx8^)Klwq3Y!uPqXewTMRh*&^^ORUE<C#sFH=gY^0LiKt
z3E-dmq~#}d;UQkLvypWC&K&mJEFqs(?Pk5h80F>Jg`&_zZ0w}cyIoCLlu$0~yvgwB
z*WRphv0u{zWJFN__fuyfy61VfDjnTib+Il0@=6D^+;*=mn_s^@qco**xRpmeSV37?
z%YBmr09)Isp63U4&&xk$1~mZ?574_AT~wBJhk?($$MuKv*kZsO*=QGTMgwqgm#BQa
zg+RjJg*Y3foEM7Wr93X3Rn6D14W%?3++pK2uCy;(%{98ulr^=SWq(u)hTU1dS6}9q
z62^0N8~U+a>(M=Mo5X4%nOgy@+iho6bvyNXzs@dBNg<2&VeZq^;~7B5rbx6KA@x1-
zoU9CvL&^`_QZzdSAFr?_&CM1)5fV^57ICYOHXZilloisx%iH<5_vljIv``#y{zh2Q
zTPFPd@)tH|q<|F0h>SH^--x%`dCEp_wfov23Iwumk(43{NzOtbQH{;MlRgeXl8J9?
zD~6rtcy6~nWvW@aMsGW5FI69xT(_l^lV%aqP3VIk*luBuV-$9xxwn%eJK>su@#!QX
zZHm1!=g7(m3B%2<oTJCx<BB>H6~A3M4yln?gmrgoerlo(19fftnPJa)xSi$KwbWi6
z7b{H{PfRI!p0DKtJ$%O>3jZ?i1zyHYKdl43S7#GI;wufy9GQ-#mXu8;mYW7~%SzfU
zZ-ZZW5lLF!s+=5&?B{dsajV+XbkTU>Ao1Z;P0x##G(NX6<H<5Kc0^kO1)6pK847kp
zPDX2jgLq9{0+dLg?eSim^bhks8$K3Xa$zOjT`sPV2wib)AL!p*9nO-*jb<_?9JD;~
zoF^CokCVaz%y2%}hiq;)OTZJI1ayc=a(!i-B}+}b-^r|4R&W0HcvsBhI^|*h+?Feq
zVt*nqmsA<UV#fNkJvuvXG@xGLvL0K^RqwFRsKb8@@Gh=%`9IYv^JnN+`Fp*-<N{BI
zg9C|+$&UC97S?z9MnEk6heXFEU(LRT28vLGVuTsmTG?E+Ph9q1{z}>QH{K8%ba|dP
zxRB|{ECss#OzEjy{)UbSI_4+3@x$wAu#PHCbh9J1-R~MXHqP~e&5S#_Qo2$n9v+c8
ze#^12e8+Z2BU;lV*S~a!)fQ8RJAx6NRQ<JzDYV7OSnH|U%>WOVBBJM;vB+V6HRZRO
z=`-T6UcC^BGuV1MGo|~RGx(!>=Db68F4V5{ZR<4vCyDEvo=Uiwj~KtONW4n2FDe@{
zENyaxV29A>mrqO*kT~D*%_*pZdz}+ji$uTOiAW{i?<0aGJqXU13;ZRWy&a7al{^H4
zC2JBG^|8FO*I_Ma)66XB6v+XHF!`V;;oUY|gP2mj0>4ra`Dw8Hj9%n?Co<QD9|Z0|
z^{;i<rvqe$^beI7vftKMLdp)|2lm;wq(jN|WJAH#cry_gwV+3=(({j&<mg-2GEp1G
zvC{3dlONHTP*!gK1$(go4ulwe_^~zA9_=5H{3`U=&NfX!euVxjktN1r>Xx*yTi^I%
zMH|BzSfOzwAmg{2PiCkvReK*9OT)>1upOlCYaUn(J-;u)=#EeQZ80E(W?X*e{f%-m
zkK}!-#Ac|!i}C?IW%xW8Gjp0&Ey*w1{E7hIx@W|T!Pv|_c5m8TEJKsnu7`natgdJ`
z*ple>kD*T*i88qX%;3((j#UHfX-b_8d`v(37%B(r^?S-=?W=g9%zSB1vuXY`!2Bb!
z*1m{xP~hth|K5bvmu-oXM4p0lbbV!^<)(;DM0XTK>N_3Y3g^Ia<9_GW?-Le^Fb6{`
zRLl(MGDE3yD1p3O`4r#anJ@p1%37R8Q4pynGoOmsJj4$y=Ylnuua|!iCUit(q*M{z
zCjV)Ke5^-kD+u@a^C^vN5tn5g>hvU%Ab2!agE=3~hABy6coB+}9`0f1&3wMG`q4a?
zMuDt4tX+1jf5i$X0c#z*k*|pVf745)qVQgn7KU_{oDcu(RQUj;K0Ds#5&qVMjmn(Y
z7zPStd><Ghmy-@<j@%b49~G331=4Z6?e7P}j>j}=ClPI|C9oIz;uqKw18vqmf0AC=
zg8|j&@3d_tQP>=eEBM<;=zlPOa2qv3^XU}SF}jcx!f#l}JjkH!NN7`@7ugKn@BFnO
z+Vp5Ky1s#PJ^!iC%9|N>V84BhKKJwe%DtddNZoNw!wJk~!+^%OX`ap(d&1k5zwuOp
z6#M4CMbj$GCCT@{OO%q}ubyy5ii4y~84>E=ocJNf8Rv)&z9r>6Snr#!TzO-=dPMbu
zj2udqJ7+T>7Gx;DF8<YSFam!rpDN6Bf`r#zkE4P^y~u#*(&;_u+FK+Rx*td28HyjJ
zKz~-v-iMr!wQx`{WvI46HYA|W5=@`4WM6}3>Vz6)t;bP-a&+Se9KA;ep^sfHtY*2h
z2&vxwz?uCD75w0Kh$x4#GpG*8UEhOh>(H0DftiMseDjY^{IVe8wuAN|#s*mKm*w^)
zDiC{=Fv?1Pl@%_0`a%>mSGOQEn)r?zf!PDKSt;}`6{&-Xh^1b_o+2bVFdL0Iqle<4
zWC(EssZ8OIu-&y@6_nIzqrF=3o)U6<xP~@g0%V6oOcYe%U^pk587ZUO?^yOGj-;I&
zH^@tzoI%*RO~y^NQK-s}Tq%~lPUl2u!CZ&$)i-~f+$7HJxWi*u#gO`cq&3{<onIwk
zOd6ZCrqGBeZ~r6yvjDz_PqYf5|6^k)Dp=Z6d>jbu6W{ET=q*>}9f_#fub@HJW-)+3
zCa}FGa_J<f9x>_d{PV@;0fan*u`00ctzvy_Nv5htEDGG!C1E9Mb#z#TOa`OVD8${r
zgSwz8W8T!O_OZk4evynFldY1F-NP98C9MJ8$tdj(#p@kZhRpQK9;4n$F4anu@M?8{
zbCaojsIicw)^+dqpb(b+sGGx8iG@u&Rj&`#_IuH7sR6yT*dDN|ib}zhb_-nPiBPV9
z^tbjCyRUwgKR?WTNp#R}7ytn1i-PcXmp&wypy1-^0UsH_y=-5UMy;sIyEAOaQC29L
zP7T>_vhVXzjN=IxAt`c9Q6>X36f-5BHhiemS9YVz$j=QGjgCmwhkCnXqZi;N*8<+0
zBjSrvT9<!omt6fO^_T;}g`HqJS(I(HP0iQQ+Spu5J!Rkje)OG*MTg&(_t2Ln=Kxov
zerFre+0fP4I3^6dS@AzYL_r>|6thR<K3q`^`{`ZgV-5mcGYu(u!vm2iXo1R+{!~eQ
z{FCHBJ;rDjQ+bEXnDr5OelCdD71iBn5K+Hs@Gq7bKuwF-XvfrrDuee`t40wCI~~iY
z3Hr=}ySJA7wF*y$@k`(weL?(}^y!6>D|v%oEFLlWxb=iNt6As91Q@O3*BUO;lF^GJ
zF>RZ5Mo9SIIAKczzA99$P$hXirB5{fx`$p_E1e*#f%NWX@5!wjC!-CIua{2x(iTkb
zSa&SlPLUO&qs@I@rtkE%KV@*yvz1}S97C%sbsTX<%&Td=u@l<0`D1UXBAWKr5Nj6u
zYYF@FgQ*=kA|MUe4Z+?a@0VimiI$gJn*_|?KmNs^@)KDl)q!?<ZLONbTz>}|%B*l&
zmiT)>sk9MJk+6yN?_US}<J6lATl!3#Gz;Vb{z?L03LjOY-}48_38vp-N@PbLQG}N0
z8>4R{KkdNQ-T&GAn1dnB+ztKZu^Jh~r@Ui%porxaOp>R7Nj)v7qm<O3t0JJ$gEEu^
z<vkXk@tq51nuU1@m2dVps-_W2dmSqayA$2z&lT#AKft1tOspydCuW@qFqjDe_kz+t
z<snlh`hOHUSKogZx;~KHJBKe*7NtHmj$AZ8!jW>&(Y6vhii(BJ%aMyh*$OUxK58pw
zlX+dNP-;26+ei`$_}>;(QH=H|^?YSf+4agWm7)7AWmipbI`WX#$k@EqwJMxv$|2`=
z6Z*!;VMM?8?ZR>C;4K-7_p$eCL8DBdS`Wm0sLT;H%A3mgLQ`Dm%M^SZD^h}o+MzHY
zmFtidDfw%A^Jpt3v=WgGvPw1sylOdKk5w1~8(lq|F&u$)fV7USfm7oq`9Jkr<KMBi
z@=qmskxhu>gxUKKjyka*9SCSu2&+3s<jgK@%>P7FB_UYA5RiaP$&+e&hf*5opZ}`H
zr*dn`gO7Y?0d7mneg6F>BOAY&;?F5}%G=O-W*ZQgDGd3=rZ<QoS{AGoQyqzVDw<PN
zQeT)@Ur7$p<g-AkgoBz6vK7@{5S1@t_ih0gCO>S{ITM-Dg@BhN<4G$y!y9}qO)xxs
z$e?^nFpPx>z4xjH(QkxUK2%2yIQcf9?J3kFQ2ea|815M#P7r~-`d1POP8vh~Yhi!=
zQ9lJmLZygJ<|LdseX;|P4boRWI%M@Vz!W$BiZaiVyQobKEKrb;GL@eX*Ud_bgp;*0
zJO~~qlAxa<C6|pEqCt#kYHK!TW6y=a_O=nGv5_A{3I2%cN5(RYQgW!C(F<N@fQTf|
zve%{rGLL_E>9m*rk=sWQf~8EwCk#&ZTNMidwD&ora}cL`v5s&`wONDBL@{SLZIqbG
zF*oRRjfPyBQ1M5DZ++*<nOC8ZbHQqf>W30jDr>`!NPhYBvd)fZPH!#+ma-kg5d|T4
zsZsi0SepMbNc<g$U}&Z!{%LH9Dola~Bth-;l9iu|bH_w}6HHH}x-tmf`$ev@sI9W?
za5C`b=CclnqhGp{jtGu_-mzxxazEAV8(Tn4!|ERvUdZ86G26xl-ECy7j6=LF+m0~f
zR5WER9WBcY2O;H&R^cHqXE<T;7!|E^<8UF-;0lKt6XH-P%9p2*zhOOR7n19VREdMk
zy=TDN7}*Sfi6OU>wf|I=Cra2^xztPBC|cWJ$<44B4XkGt^Katymv9p;82oGFULz9S
zPnYs7mkmK@jB_09TeLzU`MMDt(@jZ(GEHT@JL2pI(aR<X5bp5BksPfAXw6HdJ0Ix_
zCMZH@gHR7Dc{P$|%Q>%(T+m5<BK(Fn0UVhV3ylT4hq|v8j5KnV9$}Js2G&6tTF=S7
zE@WY$6T1C?)5a;JN~N3TTo!lIFfaC86C0Hzf)GK7g?~}Y+DJAfSB~1x^zJF2dy;w#
zBjl(sc|N(OEd_|vMIPugNVafn>9^JW|0I)B=+Tk&nAE><L=;Sl!N2wg>u&=%;b})6
zVMI*yG74st5~e|9*GceZrZ=fjGG%7LRdP%g5SB~T?Lhm^J?>9XPhrA{1x_;@G!<!T
zld>P72aX@6V*F%!%Ks^VX8NrcO`CXdrVcfD-4c9RimJcx)EY|syYzgM1_K+7{`DIb
zoGsgM(7dyrJwikv+LM;obQ}$AsiasUSX~bEeyE^9ZZ1({_b+NZB*4P=zCd<b30VNP
zqhIr%C$$DzE%NO?Ko3Gvp#DV@t086o8f5>8KO<if0+PCZVfTwl;pjf{iHyuQOUR0=
z7CzCjdTMIOn8-!s1+til6;+fZ%w2gDrK;1rCaQ7c>=QokktqgqyROFa#xsH|g!x$I
z1QEQw^@{Yf8{yj8CiKn{dK9<!5V$0b6RC_vp-0`DLQIfhWEDrt6nuIX*1Gm=ZKwmn
zDj~PQKHI~b4L}{?5kyRVu)YpZh{S*xX><c2?E4~1{0JM$h}~)4BJ|$pL{e$!vt;JC
zd%+fex)5r=E805+yy}VnEDl-sUp3^TnP|L>&gZIHQz)0f{>5%e8>LG3NRccb5bDQ}
zWQrU(^$(Kc&Btf_@4jSv%f*EW@JI*TK^;PX<C&LL^w|%tsX_D+IHIVUCk(yW#=0bu
z(2x2t^qm4zc||qmou6r>B(|Qc&WDm>ottHe8TTr>S~HzdWt3!ERVO!dufRcMj5_5&
z1A9~qKjlTOFYJc$+xaNhn>ksuv95^**HX?{T3h@pNvWm@7;mcw3mIY5Klz$YP!7rQ
z6wvoIa9f);FD!ZeS0wd^1c|AA5%(nk0rm9nYELCU`W806?jq2$DTA_=aQM}ClAxPD
zt7J>62xoTl<Ebo+R(^mHQ5~TdXAm*FH8yrcrVKIF0pMUJ5@kp3f+uDA9sFg`o<_z9
zN>E-v?Yk|b0$&j#Q>Xzmw6>DBBHVTj^@<?8Ai>EYwJ;e%TJmiPxue`MlL$Y|FQkcF
z*5Ve^Uwah4647)jChkGE2-w53+fWGA;{9+ja;G=G5M%-yHh+V#>c-Ti*B1L7GaX&0
zAJ4^U3Se4g0U44s1(&z+8OcBVb|66v{M60*DE{gq)YB;sFfedgKBqmoUYj<MAkCKP
z?tjXC>QwzBi@*FF$H!M{(Fgd@QeC<g4>wDTKJ#2(R85uM7z1TV93BwG=o%iTR4dS`
zat2c6*<7U;iNXh;E~~V6$8%kKx&V3X`Ft=usF#f{)ilgICEM~(!2`7Ii!XE|DgZP6
zkG7?=8{mmpte@0y8~x*t!^ju|y)~eEc8`sx*66f3?0I{w{k%to8$I~-x3ZR<5oZdA
z+t?0ZgBeK71uTC|sn4E=3Wy?+Zl{vdG^%PX&rkOS$FbC^B%q$pyeE59!<Ih}c)!0I
z);bLUi;LsZV^P4v!JZw!yJwJ`-mG^c;7&a^(mfjjI*XRO#jfvZ#~hW%zJ(06R^xAg
zQRcgO@^mOe)rQb9A#u5l>5`0{nx0Td;dO|*D=`pd*K_i$sC6aCQt^91+bgbIkEIr_
zXw)jHgMNU5Wrho;j=^hw3@9r>z20EQRW)=lXtXVlVPqm3p3Sa?X-i>bd4~*#Lq@`1
z_wxO}9Tuz~Rl)jp_#da3rMw1Ypd=tbmkEg-@+tAfqD1oCUm!+qQcbDCu(BDI)Nc)$
zvvOPZ-2e`beybN<yy>BDjo{>YpGhpg6bm~^xk!Zy)Zu?QTs0Tn86|*5SVr0VPLb)0
z2O6ip#R>66D=*{7WW6I?BjPBvtd$7MQcq~SUl8Hv!N)OUd74sk=P=k?6pD5qi0Sq~
zh(UfwB_kyD-UVs8nNDY#&zk}^biC|x5FGs4s?$pXeu$Yu`?U>D5rYBa4E5!V=%J|B
z^CBzRiV|}nbDD&|upHDzy`c(7c+19M*BKxt^Weqd9Y|Ms+N*OfXY|SNTn~hikQ|nS
z+X0z7NE|R?^42ybxu1o5y4<8VPF?ISK8_tHpRR_oZEH51ml%m`#Q%Xfs+z{zE6na!
z^4C>RR}a<Z_?w<ab^EE?akPck?#I9nt<?aU-nZf9H1tUKtJ(8?^yON;&AWnvAVQ%l
z&ea>J+*CJ}&jKTf*K9nu6B<aj?c3qqR_dw2@R$o$0AG8(_&hddaJfHa0oY^u<45mP
zZO;hB@EEFn5;*`1zqswEU#68YHOs0MfT6d_jIHHjtbKZm7Bv#4*=22n@KK>UC+C8N
zuYn7e2+8CR>5D`R*h*8l9Cts;G+zD0cTcxkP8}LtJip!sc*stu4zWWv#1_r}Xpi@j
zW@~`zlj^xTxUKDU?z>K=b(g|qty&KDdd}i(byFGb`O5LS%7a^PY^S2dn%VFk$hi{0
z;w20YyW<YX>7kfRdB>?du{7$BeFya|Plx%++UmAPaU~7sVaI@PU>d%<%0hh|@MjYr
zeul^%{Fe;*=ObBIUP(b-q56x54#=GY{qSMH=CIhZ^vy)73jTyl0pM%IqfXtea-XZF
zs~>xgT!F81zq=q34Z|S-F==U7KmC|4Rd30*NCm=n(P8);WV;Z33i!)+Kc#Ux^{#jT
zIx_zK%nDtK<Ab)<<I(r0CN_(?tEA<}hV^yp<wqvR17j@4+GW74r^-~MUZX0Ulj<@<
z!{)hvvrc+(G+A6-?E-jV(KVgU20ibTO0^c1ic}oOrJl=ULpg}-p*|-w@X;u8cI&{d
z1PX8I@s<E&VZu8?J6(gNo-Wfr912!nk8tsDvnfta->4CDg!!1;)yR36<kj)RkdG%p
zual`$GRS|)@j{n7l5yph$3wm)sAjxofu<)e+Bd>SvxzxL&Oi-B+Q-ny=XQXl(ZduU
z6&dO4SA<Gcjmu9T_kk;S(3cMZA7dhB^l|Em-0)4e;RmtXFt~h8-dQ8H9#HHD>k=5^
zbOcZJjSXniqBk6fV9@ugbW7%PJPr3es{srp_g9Wq&ASNbj=OS`jI;|b`|G+G@E9Za
zXZ^hLa24f%LCxd&_psK(ARqVXhMBxf3bSsz_(Eks*7$78^EudSL{|sQ2@7xhN9KfO
z6wbWDw%&Cds(tXUd0t;am*%!v^B}q&y+^(lf0<x7nzs)xTG$V9{tBJ7uR`aY=Mq;F
z2}8;d_x*!9=xmY>S6j0fPDh>HcrCyO9*Ynp!+WXb8pC(GQD`=8d9+wK51bP)rjrp7
zu^#DMJ%sxSQ0h7Z@dCOSJf|BP53#TE&ASo6>YDbvKqj1Jz#t>M<b3_;=SPZ!$z}Kj
z0!-|%CLC}eC@pLGnK<%LfzloaWKmIX_tm;X@Q6VU4pgU9FKG~^@$K%N?mSC7VC4Y*
zAQHWG?`?w!MTxwd#2()b2{2z?A_t{zJ3Lq}0}&?jbzaE{@PY_yxtX;6Hn?P&jLA*=
zR?8y9nWEa{vYyC-&BYt_9^wKmaxlqpMfq?0(AzWNOSD~hZhX2MyJECI9u*PJAU8EO
zMvFXJ<h^;RDewh=gp?9+v16hfTHPq@*+=33ZQs!IR=1<uA~(%>&?K!nXTAKSY18ag
z?tBRPN4+{;Ru_(~dWNkac@hH7AS^aGB1OJf#~VxNJv|!0vtG^$*donZZM=Cf1?0Ml
z?TOpwXYI5{Vb`v|792LD1YSE22=xTEV;&?-mcBE1Jqg=5kFH1ufduv>`keV@l0MoS
z4rh2cY*xiv;`Alh$pVIr#9GI`7&yjw#!>R_(^2)e=_WgE<94`6N>(KNhsg!+H;X7j
ze(%douKA#B3dj5)Z!obgHXE=%krmD`JdY6E&<fcse9L2`@V2L?s3U_~#_NLFg0*T4
zH3y@dy(yi1LII@mt~JASqSxnlD>-GCYd6@b0@WL*2%@-a>{NCK!VZR-#m_hm_{3{J
z?(z(-0e6kP=3*ZNezNmcZupz*VlvRP^VjMZOS*l3PhZ~zU?7|Uri;4U*d8(&-d{O6
zScR!Pxt2qPlH9{dwg*lR)m?h7XQL4IICUpK$v!84o33ztI868$mZalu_H;_7rCI6p
z<M_Turo7kUl@dn|W|HR1C@9ba6ntf^%NphfwUlquOch#M3YwbEZMS6Aq*`a8@-A0J
z#oA4$+buU@Li!byXMpC{a<jQC@^z2GKRxn#ZxTDz<<7z6ndD9haM#(m-(RUz7_I|~
z<qvhh*xk@_d*}|by;A+@55EW#Jg)jWDS)V_c$2HH0NwJM?tURgdGYk-quo@|tkV*D
zI6jl%@@LkfLiOA07CtWhEjOgP9W$~+ChOs;j2GeQ*>mWj4dMB&Q{HZyPQ&A+zT-6w
zFS#DRIA08hwQTnfWtdr6uYsFS({X~axnA=O|IlT(Tqr|pGlH-`RCDhNAHF-vW|K){
zI4-jDxSXU*qyKi$+~n#|2vmCa?#6~AXI|J2-HxlLzPPX&wCk5cB5(0R*WOo(^TpUr
zW9LDz+)ehIXK4%lS-;f6mB?TZ7oBW4#9$NR*`nzU{)2%gr26*8dTqqI6=o1$ewVaq
z)jm_&gjFts6w$x}f?)=pX&7G9XyOe8*SGde**39E)b0-2mSElrE#*Z?o=f(;>fj{_
z^he?zd1uNMFXWu8fqfFNV{_EC(Y(Dp!bZH3R;|4QUlEsd53z2iGNqq$S&UAYJK0;f
z6lW^~elA<-R`xgF=g!ue>lOFhox7fyQ7Bj-#GWl(2h!a3s<gFSWr9JKG(hWFZgkqC
zAj7|F+h*N*W2fzTzuod67OWv+GqCagd3%h>^(qgw!pCB<e!Y^Z#N5~zIBU|f(9PJ8
znV$6@iL!<BaH4~@?q(t}krJt`qV+GhCHB>o%Nz#GgfbX>59$6!Jl7A{mxWWu#>Pj}
zHQVX_2aZFtJ(b%jJV&jBjtf^Qo)2bQFm#QVM-9hT%cC=Z6&3L1y|~8G*!T3OK+nxq
zhC)K)zXaUF+1)-57=~dmtQ<SKKL_S+@!stmT*sDbws@Egr&i(5d!CrcBbYgtX7aET
zZG?;z`7*UvTZ`t&u@jlAXAv{CbF?LV$(r~K`}||e8oFP#41>7<rVnX&OvyqZOR*Z0
z&~I7cyG8+f%NN1*JXLeSa^L1Ji*bm;vkvU|K>_k|zNQ0VY?R(Z@dQcsRwx#*4(PJ$
z<swNziC>nv{hY2lD@tjfU<1UHRy{_ILrRgj^#iMSLFujp%<8FLnX6%qd$HdovTgVU
z^Tr)N@zbckEgkKx96ot>(J$7N!8j_?FAoc4wlG_c&E>huAx6+YEYXh|$7CbQORit}
z!OF#J{t<&UNZG$W!p0A=UJY+&l@-a%cXou8&VdDX(M)s0&hT6y-1ucM0oblrVeEf{
zb8QiESu0s*BUEZ-Dgg<7V7WyKI-8g%V$B93<EviLKw?YvZm1a6)U{D?Q1z+cpqa&j
zA|-F-VB0aEbz{ihi?j+1T2T7s<<(Ir>nPrYZtKR$zk9=-Q5!=k&!Prq`(46%a!g&|
zPgK7*{IK_CBRhP)$SpDl@h@qpG<m(yF$`EYIQ0DcPruMgy{%zUw`w(|k}>)tI%J7q
z+8I7G)CAMWe9&46!!WN4+@xiu2_a`zmRKWs@rd#vpW>|^!5b~UdXxW>B*a8_otE(b
zRj{dh;Z1ZfAyaG^^=I02G4sZwG8O^}TJw#^tN0bY_qb4|Ia2a;Oy-z2iv(~A37Ou8
zV~EQzyr1DtgzN86VF{bg<JFVS&NdbjK}cpIYK)?SGfA$VLOFHW^}D5Pv_Sh2P1}UY
zD&#NQrTKm~Nh1F{739NM<)IPSgz8(;SPJE6P31fzl<T<x6R97$T@)j`zqaz2{6s6?
ze85}4B*^AqzKbW>Dhn6XVCn*a9N=Wps<`heF}Jbk9*7YGtt#SKOKUOKtLl$ukFurL
zqW`G6BzF2p14I#6fvDu0>Hmt%SF!%hLv;M5#D*Xx`6cvvg;OG3Y1Z(K#9g+b=@ZX3
zk4lYagQ7fEoAr^ZP$%5$PWY|RjGsRh6ARa+Fe=!KzOQBx!k4Q-9zfQ^{z4iW!|7D7
zye{XI5lYxiH(4Max5o~z#scjkeE{2B5uolLa`?TtwsKHK7|gy3r7c(l(|-#mYEBd{
zV<h>|^PGSFXFX#;0D8hS%$1yxj@F0Zc#2de+vB0upGC#`+Zy3^MYF2^Q3zUJgsOk5
zHW!T06z~3FB;=$CKT}idLBz?U`?V=JGY%dVJ8kvZ;gy@NJGJD;I7}R{+ssDI3iBY6
zC_>zK(Z?H0peNujMlxL*o-(U$Fy(M|=j#Ykw|Q{U#RiUtBtKqN&a~xs|27}b?(Rc4
z#0{9PT9@b{sCS0^y;8%XMP2eS?p`sZ&Afb5T2e4ri9DQ2Q#mLuT>4L9s_BkPd;m$i
zIXK-zQ9m4Q*$1Ja%)&UmXO5R+PI6QKhyzW)2K~2Cd?CjE(V#n%k+9ZD>ODVAk<<od
ze(0}<4fU2Vj-yx=x=iVckz%2~)>d~$5y;L?Kz3HUiiIjvkT9m?j#*Dc9cE^32l3*3
z)t)bFOQ@Rh;)vE^&@1oeu%XT5N+D!0l$Pcpo3j)^9SUVvjLbt&ZZlc;bqVttuP#QM
zA34<|Y-YwOv!5DaMK_GyJkTeo@21kUw^wf@wzE=c`(sG`&Q{q!aHakV#4gY2Uoo`M
z(cbfqa0~YmY{Yfeq5p%*lLP_Uy5m3VQZe%Vfq`3<3hm27&a4P6IuW2Wxn>w56FR@@
zIujJ69poat{qdGP{D5Z@rog~UqBQ}oDwf(;K9ePl;j`Z5r#H?<AFybuP!+y9|N0O-
z;1jay={^$_+np{tQH(XnLtiStK7BjVjNIYQ9OhnVatlzBRv%cyC8YejE5HOAroDMg
z7|Q;rriA4<TjZ{M*Dn*PD;B;%jNk@pV{>?1_%Sw3xPf|c$q#PtWONb#WPeE(K+pM&
z-S$@>4U9(uh}eIQ!M{2OU=%Y+2!1@Nq?^5EnzGHd<Ft~cjTfOToSYuiMURo&P1?hl
zF;-ZV&(0FcoMZRnQN#15ghL_SLFTvz7x@7hk5gbe+B>j0?)S|l9yvfa=_?duaI*v^
z6WE7$$byk0CgoduvFY+~kv*K;$*PT3w_C$f(cLRmU(yS}qyPy`!FrC}!=#{4eW<GI
zsDHK9D7b6S+~3qRIdxgJ%lGhR!=~TcFy7MnbVyJjnpcEWF>pGrzT|!IS|=(lR;MuQ
zpQzY}s_E{lb9Op6<pA9mK@sUioqu(*|4RgEXK6=%ZPpRLUypo!q6Ngpw-hq%;ysHr
zzLOD5Q{)n5-1-VbLDec1;$@$SN<NFwT|UO<G+l~*R#fjZlf!&x4SB8soI1WH+NxWN
z)7w^-rIjtfQVpqn2xIc4g^CsVu)`*VM}p@AGKu(}gB=o%8CRsxY7fUVlRQTs*QJKC
zWqIQZz|9oN1Rf5sbk*|Bt=(&R_|Ux8NhC7M3aeE21?OBJwGh`Ik~pd8DJ^2@l=C10
z$ND?fgNqQ9#*+8kSrVZpfu0TLe|#q?w3jJK2JA0n7i<DYV+M0L!#E$v8C;^7grZ+-
zr*AYYFBS<vy&)5?{2?E>{KocA^!`(Z^b(LGkOOVQPf+wnRRRq(3j08a9dr{umDwpd
z&WaKjww9#@jtUY&)&8^4O?1wk4Yu{aXDjK$iiOME3MUa)q<v-gg$oJ45UfNf2*;Lr
zehGA@q{(=%Af2!ClbrtaluWJUE`YrT!6EVFejyVNWO^+N=f$-@k+=zel{d1mO5j*Z
zH{Ug8f+<OeC$Gv4qdBSOi#;^R-Z3MBVf@ibPn1M;bSmnTlPP+jm0hMng3dHS8;k<-
z&ONm{LpY%&No-Zp`@jA0rQ$@Ln7vT(vnKzn4$bUe3gv&1#?`>vrCkd+MA8Wk1e)}4
z<jF-ii%jmz+pR`87}dnoKAO{GqlvlhCbO9l{v3bTmoF8%60p1O<06XRF~3J$hFfeZ
zKPRYAV@T*{U=04b`{qxcvO>7)Z)-F`ZR`UId4>ZTRryPQStm_+vsf+IDML;rixo2}
zc1TSsiedU}p&s6lfPD%R9Ag9;EOEPQ_h3DQ?0(UvSVI-g&qhRRplT{<FZ5rdux^_R
z&hEP4H5N%C*vE`B{l<KP2R~%LOkQQy=aPH?4mvxVBuQb?q_R7<e$ACbufZg`<NS~Q
z|2hN#XMO%A_W!hY)V;hcxmzc)3`;Uc5(LhB-6C1C-QJT;Nuw$$?d%qzY$wW$01*nM
z8&zAp*pNA01VNXK?&0vt-&Bl>7KG#uG^d(UP}-zLa+r*fz>x1?$u;I;RFmx>U&CTB
z5YE{VMoM$NI9fJ1V=QWwT|S%lK~qi$B`WcQ7w;u1MT(qBj)L-TT9jtNr9eqBW4(bz
z_Rt7ewVb+%g8KUwWvT~JaR%aXO10ksHw2VdgJy01wA)@vh-*2VVB1GGHG4r7#v$c$
zaf((UShj4K-)4z|zkej<3>G8-OmW~0de+F0jfV62%r3u;WH0%zM@}ot`#IK+x@UrD
zSB_}@Qv2zql^<Sv7x14&{2d_vi;;)o+QmxXJE!iX=I_Y6JO`X=2L&J400TzEO}SYK
zFk{>eHIW`e@=>n<;hdj{LGaOOA0_mu^EhctvGO_}XacpAcG6>5!&T5yF_{gkz$S7;
z^^aMZO%uBPiq-xfWp5dkRoi#{DqT|2Er^mzOG$Tkhje#KNORJHba!_*(%s$N(jX0c
z0s7q6b&u!W``u&sL6JBY=UVGH)_>0Vn^$F4fnjB^bf$A)+OcN7s`9ew92rKk8LvI#
zI#=uTKQvzwspRIkM^LO`P1=qqSgP0UM$D?DzrV<t!2Z2mbT0ULz}VUSZMJhH2fTVe
zmBxz&@VDS1Qaa^IlrHlN?4UQnBZWL9T<Qi1>NZz=b=*i*T%W}Jy{IU%--^MMW1F(T
z5S-)Bji$3l$8@ij=&M;--Hx98f2?}&)9l|{+jO3ce!~8aDjzn+!_o>EkUq;pAZleH
z(2=N!_<6`jYIOUN<;F@;o)M2lQtRZ7X;JFI7vxREsDv6=1<R<8^u54(H{R!(`vOe?
zi$HlQ7i`ftrO9M)*OxKwx?g}sZVnM{$m~_;vC(v@WWp#&JIU6oh<?t{{1YxO$OP_$
z=W-w46F+V&`_+)l7hl4{f?+#_mg8Jn>d82n>wrEk`iQq!!M#%E*{3PH(>%13`4JRs
zp*XhKfu1Uu?(s3FRlcZFRB7fiDHZ(zO(eNd8O!e!kmc7UUb-@Xf0n61Oi|Lkt>b%R
zoAGB4_WT&3H<gHT!1J$VQglm40_FXm&r;F%{*V|Ieyvm?^Pxo^L2xX>Vp=rMF_Ji(
zA2vtXtanO=m!aOvIB<0~#ak>&(^e!0UYSSqO(B!*ClZ-~Va6|jHHDqS5rZefF7}Jd
zpvcit0o_E5IMHCi!76C<SDV79J}E}AG^Uedu!7>Ay~4zHgh;uTBLmHCv5Z8gO}t#>
z`h2MwPP5wH@O0}@9qwwsN8GL&ceHw-#)!j0d)cyFLEhOpwJ6s>{(*D2c!u%#MPl!7
zWb>V>v5c=wA@GhG5joTNyULmE$B`TV@=skV1)|~oOAZrm$5}a$==Uf&4M5FlAx@@E
zdXdopb@#cTfP$0e7j0xx$YI_Yag~okm$qrb`8WJNOdKfHmh_c*m?+C%@SUszcVXc}
zx<pYHtm8<=3DHI`CiUdeDH;lSaY%?ga>;}}n%<3>GEl)QSfWgaldB`y3!6G+Vv|&t
z!QGA$@f&H$5Cy|>MXUxjc!g(nN7N}%O>)7fSLkz7K?d~7z7UoO+LEaY+@NJLWD^ML
zHbb$mITQR4_5~&yDG3u++%8Dey<8T=-iMxtm|OV3tQSM{qFv;S+a5w9y5X(L^Ic)(
z(b8h_Xxr)iEAamJ77!kaixjep4!Ld(Z<E0HQ|Pq6hhZ~A1d-mra-(59+LwsFZn4r!
z3Xfq?xdIj7xq@7Ev`nV&YfW1*%!C7hDd2`9F?7O^kt5SVXq$_ecx5seV=WG2{|iAM
z*WFL)#b|E?IRkL&$f)S2CJySSnBnFLwA@l%81@VYAxku&`m`1adFM%={xVn@m8iYW
z7|<TbCF#)53G66Dse~aHH|=8HDsAa&i+shO3de5aArpM?jy{+M&h+p+-j6}x=kM-~
z*GAZw2~f!;kyuDS?4oDI2VVmwz^EtF)uRLEaZ~>!|N0#M#~SmWU(ZiE<V~%GO?LUK
z1W_qn$S-&}m%Y(Q124FDG74^`7~wSHG``@G289Q3+j9Th`R@KT$CKA8B9{q4N))=&
zRboU10-q~3kV((34T!bL#EsSoL20k+x8-<+S^+`tS!T4efNB3kR+);kGxgv8O4%YM
z5U`b4eyjms+FBYFs$WkGrp{=&^r7rF^pvQQ;E)96?H#;~c2Xb$Ri9`FpVEjecxpqw
zb-<&opu;%*y&9EwfY<67)Rl*7Af`@*`o5FRbYh|O@!<t<m0bXi$3KsiPxD?NHOl}P
zoO^sejz_z<B6vG7=XB(Zr(&SI)Dk^dv?!&S>i=9~2G5m=>Ob15goe8LPKs&`PRa<D
zB>q&HYr~VZlT4?_6GX0)^(72J$vYP<@MpVqQ7{?<MIZQ?+!(gCgB0Z}iL0Oi801R1
zEd00)^JQcwWgPuuIU6Z=XGk@7k3KKzB&E&*h>yYzP@glWTh)09`PNFHbKlz6a>Xr#
zBIzu+*&J{-Wmm}2nn%`YO~Y7P+R6c88QrZG%-#Pvm_P5<e~hUA*!_qwA=fc{*ABFf
zr7UG|Lp-IAha&&A{3BCD6irI8jR>b?U`V*b+YSO5BTR~4xDpFz$Cm|N$w$g0AleT{
zmL(^(Bd#n3{FNC*fZ#@oFOKwlKnNBBwv_*Fc$NyH(PV>00)Z)5i!(2$fdzfwP4tGp
z^oY8|QPW{WUT6MfE;Zi}&rnzkBovf`0L5TkE7~C*PlJ<Ed!74Q%v{oSTGb4*Hik*h
zJa_h|=UttW29^*M(&yU~K+)Ey*42Adw9_6?essEQ_J^(^4P!jA5XR|?jEnPtaj}i0
zX5db~LgBZgR7`^bl@k4dPJFhw>$3w6z}nwMKyMDj9p~nTd*yKn91SN6qA`nsw38sO
z4In-GA{~DFMf(_rENUcfeM*5_r{$8n&TLc<eRY!lUz5Ofr1{nhy%k21i?`8&qdTFk
zZ^w%lrJBFC!H;c;*YC{$jDX)jE?F*&E$j2mmMX!gK+^(Xs@z6wpcMv$7oL^G@_tQo
zSMABZz&gA9+RMFc0_$$KTsay8iG{=BZ(ojABRL;7J~!V_D3*4Iljie1YM?-lWyUOg
z&UKK*Z1%^u%QY`zI;~a^J*VsV_Q;Kbq9Rq1D(ypI^<m6!IbgbOp=Q07d~ey~{<2Xu
zaGrL52G`;`6eNbn`HMc8L%V<5^)U!MQRrf_cmljmb;arv-00gC$!|3^W?>4bSL|_s
z>QAg(?bes*!1<n-vwk!15h?-zO`I=w?QgAKyV)#U0WTO(3yYhoAVe$sVFVEl539XO
z{q2CD**+}_%f<Zb`$LB%=G`3dM;Ji0x%xW^tg8;2?D>-|3nYShi#FfF=DLGLCVn6e
zeDfFw{zmA0clhD5UHazmZycEBZydOl_&IOc({b9Gct2J3`Tvjw20!5M<6;Khcq{v>
z-*bc(rlthIl)cz(L-umN>E`!cPv{_O7+_=gpmd}mx?1?nHLsNRvweTcX|pvC8-EiK
zF%ZfwV=ATz6<E-SvtmfwuFmB$$_y|viZx_gJ5Xt@+=bXkHIR-@B^Zh@smstVrP%}V
zl)yr^$iK^@qw_|u1Bs^j^7NvCh-5d5YvE`_3vz~EiN>dXrIaDF8mE3~BkiaCYCwpW
z8J42=1007mV;tSo93{oi3gqAX^0<B9M@-o}p#{1WrOwfpKNWQZRE>r1Xg45y?|Qd<
zS;Hf<1-|%=rsJ2iqYgsKYo3%nJ_(80dFZ$}IzRlnrF)%=j<zO)WCG$cmkyP4c^#e8
z0CbZl&X?KPoQ+E&?I|@1%W*qz2L8ZN&K(qi<InGp$s7QGf%n<i9n>FF%k>yv=8n3t
zK?~^43A^K@I=Kc&N<oP~zCSLI;cDTVRP-Cu;MsW2Dd+hec9i@O9dx46g@|oAfIM5=
z_}g-FX*|O1;ZB^G&bs|4Vp%Z3=WQSZsZnaJE*i#2h_<sN9VUI#aNjvcsZh{W{KPHU
zp>kNbn;*?QZ#u-MS4R3lJ;V<LIzQ=b-U84rqn)yAyS=Kj?GZiTq?P2jDglx<b4;hd
z_k*b)fR9#s4cHwn^7GmMGBj4rFbJJR3>*hi!oKgGMK>V&A-e7CO?>j46)yc>v%<m)
z6pv({`e?VqkA?n#0l?|r=TkBu!vi$4%Z0;)nMxCJ(XYRGEkH%;`E1j+dU|<`Hu1!a
z_!zl{@wL=XtH^p=UoqAF{^5bion!k-`p|u=ZvW&p>Iwif7y?pm?fxWr`4qdm3ImQ-
zE9wrMr_*aTn*-l2e$O>2%Bs&)$#vb!PFkq*&)!jx(rU|fItnG$Lx*?p^cO&|r@b9k
z2`#`@W&oXz2^U*<bz$MX`d-J?CN-m#hd^Z)rxMDn#Y0k#9Ysvk(<9J{(x>8f!9}H6
zj;J<Q?43~&8(u1;bM`W?K(4;HWxI)7ojS=xHU*;jCc#ZAil%`m3b3z_zf5)J_lflc
zOJHZ8My~#pG`95-qvN|ZmH}J`3he>svNv?KXT>R&3WSP2oGlUqqqlx-^hHW8cH|o%
zq7tTQ6bQmS;M7k(9ZW3K>kIj`^wq&?p%<GTGXaPv-*iYm)B|)7VnX~<yFI4B?r~Yf
z#<O~ZEEz()3cxXg&urdK+Z9xQ_U*nxyQ41N{Ocu<rCYd2n?xKwX$C~C2a?*fE#*~k
z)m9P{c(JG5>3Z8VtygEr6_>}=tcmD1myN{J&E|`J(Fg0XSD1D?Ct<pG2S!WIcLUY$
zLkKrL2JOe)Zqxub#m9%0!iR>7tJjk3j?H2Cu(|<)#F=%#){l>`{Q|hLU}h(-b-ilb
z=?pZ^ql~61eAsH%ue!@iBW5;iJ^G!bO5l3tq0@-~*S6jBUX%LgaWDLnHv^9Aq0!m(
zzBvRn?1nHQQnrOQ{Q^A<pevZYW^;=PHX%G9-Y=$o!sM;53fGK1sNjwbPtOB?T0quE
z+->|BZs(mCTYI*wkDw+XV`kS73J!IK0?5+UqPV4oHa`%xC!z}HaQHG*t8vOf8d_$>
zAkSx2If3rHS10TC3jmOs?Hg`%E(GyOj}H%10Tdu}wmW)Gw*CHOdv=Tun)gkBVm%|z
zXKb9OvYrkwg7#CoqXyXcbODA;1$CKQTT~1`8aWyvh7d^}Ld)=Oe<iwEau$G80W0qY
zW|IM_!vlQRQywxZ#2hfAM<A_b!AR~dKFF4ASu|t+vcNFK1#S+zzDRB*cLJTG6i!Q@
z{tl57uEx6`FAXTpb0EG|r0v9+Q{YiI(}?u7{^*L=b2}I{SAE}K2-+C6>{zh7VN|h9
zepmBWCqdb)3xw$7C`cDD{dSv-fe{CT@3QV<P%+qd1RB%o;l6QiSK)(tmHzEz*kstF
zs7pMWDJtIwe@GoQ|DW)$nx1)~)?$MLzwTL%2Q|6t&AH3P!o`xKjZvU$TqJ<x>xRxU
z*N7)R3?g96X+%8L3Oi5{++Cr31d)P*0iF~!F%tWc_W0lpE1*w@0Q$78oJsF{$rvJH
z2Qg>;xhg1=u>VuAc2VIU!CKvU;`~n^)GA~iQ??LpeUCnDR57%J+ozB%N#1kFc0>M~
zX!g06zmWsyr@hFIi3xN}m-BRFWKDJlk)_Yh1<K_+y(R}hvRi@wkyT*fc4L9Ua#PU5
z>*t0Xzq<Yd@fFy&tAI)%?`mLEuJPN%)U;_g+ks!20e}{g2qJ<M-?~mPItV`g`wfYp
zl78&7+aXP}`E%2^nJvEc<M*3tw}tWgjSY@-Rlef!)y;JE2cw5eU+;pE0=xM!U5t}G
zTvY;X3k#c8yEJohixN0=?v=OHZn~f2k^rXxh`4HeYxBZXySxFu9tpSVLb2&=WSS-A
z+o6T)DFceruVWTWx3y~kTwpO<L7g~Qq+EUsNT!L-i^W@m>MGJ<bw?)eD`nTA%DXAI
z+;%<zjxL4A4}yuRy+=9Lmv|_Ypy<TWg3(SA6AU0i2@4R3Oo_UHP{brwOw_9uFr*Sn
zDHnU^?S+R;4h*NJaFz|0ndtR!b*D#ChVHAN*2EYY_lRGm+#8!R$czq`3>KqkW4$9Z
z(^ea#!}87TtQe6lVkMSQEgTZXq|dC9G05=|sf%|qraXI7cv8KS1r^*WC|NAwWSPlk
zf#_6-f+J2nilZfK$jrQ^KmlosVRY&)XAFScw$U0`$WD|<*lkB^LiVU$(rc=W+fOC^
zk)-n{>?j{4>D$hp>;&6x=;XO=SYT;Tx4$ww&;O*ok)6o86CNm8n42rJ0{|q>aLrwE
zP~L?Rj{;B{!n?yQq+|xxXyQuFx?3ARNgN+d|1BG$buPo79>YQ_TsgAL$ZmWyh~7Z>
zzHQQvFz)IXyv0QEY)N`*uI5sb9|8MGLizg(v-}<gAG=tw-~QQ4j%On?ht!(&Zg-PO
zpG`Qc9+t<lB#hO!cmbcnWwM|FU>~p;*bP>#I@q2p>;ra`q3qhfjIt$+QPwJC*CPQy
z<~O;FZ;ugJo7r5yDn&l_C1<N^JK7N5Y&POu7Aqn->-LCyk1r@SzMI`heHqdzl+shY
ztaD*4PVgQE^PaAnOX=VvH>>gdRJ;+jAF*Vo3O{+3jxjOBfxl7no)IEUwl%~<#)Gj+
zm@`MzQN=w!o~h$~;F_yyW7alSLkoMC!}rP?+b||PQlEZs$>!@iZ@d&?kUV8S3JjhU
z^;&|66{2&@XraIZ^B$Dyj<nwTPPiwoYYKF0?@#295CpbsF5|g~ro8D^`qUvU5{xxl
zXJL_>C5iFNeo9cS`Zk?j;HlZ)1lXX@#kOk-<uBRfe0h<uDcRy<%Xg(3^2~!UL?tWk
z`k|w{$}-)J{hc>E|44k|)sKNXCC~TY!JfvAf7J(?1Qd*9ISyJoos<q8WYgDR>$^e?
z7)A&IJms6l)OBS(h>C9;7fr@mGunr(GF^_itUqjed4<C5_^XuBjNYWJ+vgM?uV5Jj
z(yR%t`4+^6L!LJ14;N-cYU1b`LgDAibfwf6q4u@cI_Ffnj88!jy_9!e^0=|26bbhd
zOo!WF?H^$FI#3Bv^6s7P3PKB1d(B`;fdl}xcnYNQ5hISe(rSMaapU{4g+h0mb2H@Y
z?#2#NFHwH>h_=5V`%a~-a}`IJ`k*xEsR}#c^r$R+hj_i^fV_kE&q)GoCw7jX?bATz
zueI6}n7>|TyoJ-jS|KA1bv|Zdc=gi-4b8(Ta*hoeGg!T^J7**ht*wO&rUG>$O<dmG
z65G_bPZdTkJ&D}1qr0*yrmmB=y)6<lHCF_dWS=TvRxTS375r2oc2IYQ;-WZTL^fC%
zQb6z3GHcWzvv-!rDK_t5ZcDj)p0r+@?_e7GcNx9e)CqUCxDM?Bc3(zI7m5_Yt4*gK
zPjJHPUJBwGp%L2wdg}IsB2&kgX|mCX#rV*!eb!URmjbe8Ny$ZpTti)fa{IWm9V;lZ
zktsOrDBjpZU2}nLQ7k{piw~x)<kBHu?2XSojnq&P47@x1{yA1^0p{;6{}f_ied$|Q
zb?{+MhxeJ~RJX5;e*9o5$;p+&^!U>Jg##|5QZLhcJ9KL_V`D|ea1wjVkSvyrU=)FG
zMxLjIDo23Uv2b?kMMMM^bz@d5*%&;-cP+&Q8oeUyR+PanL3;a!6!@|k@qS;uJ-4t!
zl~U;4Q77d6k>XqSuK_k@+6+UE0PlwN&JF^(rl6dH^sh!P3xQk#TJ8F|Z==N8AKk;H
za$Bf91=w|KDX}6E=E`n}L?o{SE;Sp3UV|?}P0$7%yU-F!=Q!niQ_kso?i#`h9Q--(
zM7;o{|7F4g>#G$LASuG$Ok^^GucO>(o2W*Gy3AuTsn##aEhbt5Im&HI%TZ#(f{A&$
zz%M1f2I2`K*E0MCFQPL#gA+N5hvPhj0QWkmEI$L!u|Hqt>s>Q3jlzwrMtZLl_Ae=N
z^5T~107GeC#9FEn8SN2<9Z1W>7SCD-tHFX@8jMN=Tb40Eh0Z;a(-+qgrH3#P_q$f3
z4CBW^l*AdV3^$XzBpZ8S!nIVP#G6iM$0uFk{T|VpEAcBO>wyEFQN*IF0sZoN>r1}i
z_!CiHe$`&T{W$f{LK$sw8v<}p)+lOLQOmo#*4z%CBf5Qy*qB~GB_F81e9~sVTwe1X
zuRJD)|9J->{O6d}69^D@yypf_4gWGjJO-wZX(Y0r+q5(?FPdp9Y-V^vyYVRp0ZUZY
zD47SwDGrI1gA}3>t?-kqF>g?A{7cy6aR00|h<rvQqZh<XNFkx&{`SIVa@d~z3XPGz
z)SX?O`@1(e-0<R=EokXXytld=QPBhH7%^bnIL4P01E(^uB7MfxFV87n4H!sG@LOc$
zDP;0R3Is&&XVJT_e2JJ)FlPl%aM>{3^7_hN(#<%a0X@aD9&)1oVw@4n<JaVA#V#{4
zJ?S7DY>_KBG$Z6<`!Kh-1MRrzdv_t1cm~DT<dwv7WNS@zpAW0bd^aqj7Oxo|spuns
z)_(afK?Z9OCJ^bLo`RNPlZwj<1n*rgFVueO^PVfYRPkh4&y9@Ur7T$ryWWtXR1$GW
zaSGnaGRmxvWMnM~RzzXl?A;g-J;-Ul;=a;X(6%d88j`BO;91F1TWdy7<Uyj<<e{PY
z<e?S3B&21D_rR8`wDPX0lW@Q?00?S>KX8LC_V^O#hgZY)3~Tw<q9s2v=80cjQ&go4
zqS-@b@6-4SLM3JdT*O0OX~X16+X=~fRPBm`0lwb&2DY>^C^fE9=Vb+J0?gHzK#J$v
zV;f`ZYTG}JA78eqWdGg^*6B$qsNA;>BD})khUnAE(<Wm1!(PXDh9Qt?f|(g)QcY65
zY6I2O7H_bTf{WmL^<pAS#?g9J`qm&GhEsK1O{7;KSgoV6Vv)zRWy&n`X30>T8?_Dy
z^gbXo4$x)os3eSS)`OiY{Djoba-0r|;IPtGDNv>Z9uduIqwDjN`NP1S5{M(a)8b`Y
z$$ohY^zn9osV(YAttAUkfN>y@?I)VBY9|tzL2)+*A3&qm{tX?7O8b(&by)v4YlHtl
z!<g*`PLa&CZ^YfbXOr93_w&WuzeM&Y(*cd}f13`T?~Q-r@&(vh1Zh%w);gv2)+~0Z
z5aaK5=^+)7$LL@xJK_|!uePCmU(wqyWp#~p3GxpFzXoRz2nayJOP47x<mk=+VgM#9
z6zl1Q;>b!|bcjpNaVa4TlA)alpBKM5GAR2!Y#mzxn?p;RklnFUIF`y+x-l#_q^OQq
z(7@+#9u)f?(pO6wBWPYtLXIh!P4-PtniM^$HyZ*g`EFk}bC@DyE%aswO?eb<dLBl5
z6nDx;LcOdU{tRLu54Jn{nqLCasi7Jc&pwGsZPYy4j+hBNzV}gB1g`Vvc?mIVAKHIi
z=s_iq=W{I%^9pNuI#gf+ghJ9ptFwFl%#40wT0$Mgm&BP-w60M~CdOg5Y{eV1R>I2r
z;^3Mu7subV1Ec|18y|)P@wu|WPhxcadN4`C(}-+-G4ke_TNsM$cS6GP<O8fws^h~c
zfebNDaopU)x=iS8^sJ>=c`XVQufS_z&fiX?oDV0bR=byw=Fq92Ixhe8JHe(W^&~S-
z%C27BI+)MWv1$Eiw2_O^Dqxmnva4++l7AAQ9(N-OBZB|Bb;Xm-%Q>9@I5%l!fb{!Y
z<RypRKseOwNuz8`(b`y@ly)JPr!j8JTWx`uE{iO6*ngTaAbx<bwX!wm#hCtxX@9N|
zY^`JA4pqnj<=b>Lg(SaS@`Ru`a-z&12sr|g*(yF51_DIYV*{XcTkD+x_Texn6{_sS
zD3@{_$fUvVJ};7x$7C>%!7L}N^PQwa4GgDcnlNfp7ou5xqj-16g`q6tXqF3QJXonW
z%eK#a!xSSsaBOSQZe`@0WWLn<MAmrsGRep9wXZ;KkSj7ZmTyNzTP=K%j{U{wv&$cx
zGiLir)tp|PzImwa7U5+ze}w-og>+P5dUqZ5wTrCnKCjx|TVyA6$CY}Y8Y>=b2ZHRK
zxW0<eJZT^T&h%)x+5Fc{E{54dUuf%J;ZCd~6b!;Wu9$LDnV-_b{z$CC`-FzD?(nCI
z=*Q?_r(cP711pq?XRXqhd(REQ;_|A&P?aNJGNwr!y_jvCW2JogDn9(kg9#lncxG72
zkx5uF@{N3|k0p1eQI1mK`A-cfF^>9JC!+P-0|dvL?mKpsRVGShqTT^8A?c7Ba#x13
zw0%<fl1W<-_RmI)vsgGem~1h5GW`;xJbYI%yK@-%^bZ%(W}l5a*rzn`obpLoD`4%B
zDmLZiTZ2bFT}VJGVU*hTaRr40|1K0J!c~AEvsWl8aeP5-Y-sS2dLRdBibuE#5Lw=S
zWCl|H|Jo)#?t%X7j<aa!c~lwryO0A@8L27IA$yS%u3^5*IcC+hOj^r{LEsy7rxE`g
zr_&{(DVE_)QF`Z1EYZv$*F<&&er>&yR(eXcJh+P{Wlz-9S1|;ilIx+P>9TQ#L1LfZ
zF+eFuY`Ic)Mn*5mls?2rAyT&K<BwfJ?~O6U<Av2?x<HTgOGnD5wmb(6T-e9LzSiXc
z0RW6-mS{DFd5&T=^y%@EbP&^^z{r@1+{%!5e-FY=CH+uZN6We)L~PkcE)>HXT`;;I
zhHd@FTlK^ViP7zcaj^LJmQN$S;|~i(yj0)2*Qf_oa2%Co%xFETo)t!HDh13HLJFPy
zLvsc4s;54&EE=4z5(V$OcEg0_-Ygw_9WnLq-FaUMqb`54JWTiVBumE$u)AX<Q=fvg
zyp=?`#_-~Iy`uWHQ#S3+q_t~8>@*xGn09hs&)En2Dzow)Y|X-I!1wY}dcO9b71gWr
z)v!ViSK*6wX1V)~+@Q#XG8828YNU#EuMV9rMWDc4XeyiuH`xaPHl`554QD7Y93q`>
z()zo+$iZU56*372%_A^h$P-9kU%p-Lf_ikCoj#q{sA8!4-t{*@Mh;7yfF~=1_di#;
z|0iUM9n9{-gb_5eUAid+sf!I;_zE-T3lW;zEUO49lDJ@^@w{9x{$gp;ma<skx;lcq
zLn?0H34h+;C|<*W_k-HEIoG^FuF`ZPR0$DO4QxKwZ6U`g(bwNmW5`qa6#^n-!W2)p
zf6#(ZlF)ctDST+Q)peK$RB%S$MD3|K1-If02-<X*ymW3l)j)CI#sPmv`I1Eg-jPBc
zC9oBxV^KeH_^f-3pM7Z_Zt((cwQGijy=V5fCM3%gwzjR#FOLpOLc8Cm^Wf=^F?;-{
z#qHMty~ckX=AQuRYYPF;rd%RabbIB&i*L}WTA?R{BPh0oRVs=2H;G}2s!R#8i5Oi}
z1~ff9G0r~25=-by6aLip`5F(!G(!<c(8#Ywtvifz-Vu8^Ay}C$?dW2J4nEA=3h87Z
zbH_;k`tBF?vH^W$w;!dKS)sr*8$bPZgW@_#!Po!{dmGV!b{7cBnp{@cuju;@L_bVh
z!Qq~4?pu%44Z~$_CQ7TtQGU2L$)!1k;|70rqmS3-cZfC`vA<{Ovx@j72Z#DEokNCL
zdP|Q512%`hLSNtV@x8%UM{VL_ixqw$t;^5<a^UkjV~#rRg7#@lg!EnZ_g1R~tV3X)
ztTF%y!Hh!{ksY5OV_dKHfk!q?3eaauK|Bk7eOdmD`6YO-<lmAvbC}VM%y*}IDSr)g
zdL@u@Q8}++y+Glar=2Y@p5`(BN;XgW<%AW+JjR$-G{9c)gldd@+Ygi8ZGV+hkI{}=
zeR&&8UOL{K7oNsENV*XRh}%5&aL>o}!yEh2Q4L5Lf3^O9K9see;SA_BP_-6g1=1$w
zu9Z2a?M7hHN!wb<kta^f!uIad+!v~bZk2@axsZkX35@5?mi4?VolScHYm3Q=N_MRi
z<kppzy6c!>YYbzL==ngRY%1`@>YNIS#aGb&T-d{X^v!$()qR4~d{{!7RG{a`v<OC=
z2TE<FF~e8^eTJ=pRHSYz#X^90Kg^pn>n{f)7>G2Brt-knsvEV>wc>QUyYbJO`N!>^
zHf4DH=RAA%Gd*sfLjl-L(SH3v{;hU_rFLSiMMo|<7rvhgL?=ROCP+om0dJJOH7D(a
z6zSyq5E{gUmQ=VGw{4;WxB=AC>cYnG=bbMjv}7Rg<k#6_s@xzFyB+pk+gFwRWXZ4*
zcG~pQ;d(fB0jQJ8t8Q(z_UdrcG?^~28N$&$S@Jx~xa3+9-95tIS`PeRYwcGUda-TP
z9~GcwPhwa34#d~F-+LpEg7wl0r~d0{=z}!RBFTK=zmEi15R)U?kLm;7c-w3X=_ni5
zE;w*$>mJL|!@gNA%!e|F%rOo`iN&Zd`+ezAd_Kskmqzy4j;R0(M;eV`_AJ5I8_8=s
zjXQ2MZ1W9y=o`uja;9V^aMeEAfC5UP$_^=U$PWT@oCr>NC+(m)HB@QCqUD$E<tgh;
z8hXJ+kh1os3>?0+2SQmID3Dv&N8n?5BWT`mk|y{@L~KDrZk6>~nO&#Un+95w{hpYC
z3VM|Ix%O&59J5TmgUeVq6+V%Bo}TZYTZsnQ&yr^(Id23O!sTOa?JtiSfpEvKN2WEh
zEyIM{C1-h(lm0<CDdpHsKWGI!gxSTmi@(Zr=J@bNzu(1br8jb~+T3J&tp29Ps*U4f
zCNva__GjF~-Nh%#&ue+Vjr0HJwf_ptQ-+T~Yr=c8Ny<P~S^XhpI_JS~L4x?ZJ(K3y
zY)J=`u)dGYPLqA`b7;!!&V#Fn0gupoMKzYf)Z=s*g8bc21$j$HfJz1Yu=J+uNJ$0x
zoozxOdAw0A_$+w+)HMHQ41D+cM+H0W2O^83E(LnOlU>iDg`?xY6m05h4%WR5pM^TR
zt80E)Bo<vcijARIS%<b)7nO?Zfckj5M0m%D&<4)IbO~@HALUr0qi7(*y1iEX8DRR2
z9elMvjlzGp@p_QS{AcF7$0+pacs+%uaaI6m^<l#nkb<0%-@;?Caui)XmIXrJOw0cX
zefI#N?>P+RX1Bft2Tp3@DK*zcK$ufS4P`T5J<@V5<OibE#W(xSZ8Wz4djH|@V(9D+
zDJf9`i_^5#8zq_9_~D`USCk)t+tr$2$miX)o9YFrz97r?qnCyJ+Tj7O>zKAHDuyu-
zF+I&h2H_-M)j_hN3v$$mt7Le6kf#P+yOfh^9h|U_gF0a*_J~3R(0+Xi)c%}j7hV*T
zgUb6emu&R(ZDvrL0*hUSRliWA7=y2XT!eiQQGir7X8sSCIFCG2DbzfvMsDE*#gTUm
z8z!)ZtaRgfJ0*d=QY&rhg9wYbauKb+J{dHGUN3w4P?pVDb}u&-rhkEN^V|PyK0iED
zzK22OXwiD9HQMQFyVB}V{`eV<DuOK-zOQf}lVdaGm_wQ++JLfhvNCZz{7pl--rfdi
z6l!+ZiETQG3~nWP7tDGZ)b?O?7^G_MdYePiRe>H?^_*qjyMI3K-)Rlfi4W|wA!64)
z#Bg6uB)NVCb)TT`*@k7EY59c^u-PyD4lFQ>XEvE6Mu~Mf^N^QEpTzV4dU1Yo9we3;
z9`^!3PLq1KBa`&fQm2l9N@6+}r3W>K=Nx5?Sggy>h#qLAW)-z+89u2ix{c{$*%17X
zRa*>!dkWotZCaGT939ln0YodOd|iKEE$0X0R#zf=|5K?3)zcHUJ}NQcq7fyGt-ovb
z4z{8`6h24EJ3pNK^5gHU6n_}S3|(q!v;vaH`{;mtgrxud^TqaT-1Lc>Es$xZ*B@*K
zDujRtx@NVxXefbtXVBtB#1ABv6HqCBh4+&{=kmy!gvTsYt2aLtEyrkNa)<>1Y3XcV
z#F>0A;=_jWuOn$2K#11OXwnnVPe9#}TgeRVRI7L*fCNpAf?WaNFHJb<R{t+3)t(#Q
zK}yg(LB%o9L^M4M3v>GgKNL|aj}XD|K)LYfKaY>C>h(*+hqUb!!Y`|{KtKKT+krLU
zXOp4gn~)}fjnW#C+WwUjW*4&HV=m>%E3ScQY^mK*r>me>U2jTbigJ^JstdC4S^3p3
zqf9XDZ1lqlI5s`9!NCkV9LuR+8wFO%No9Tly6xVkld|}Oqz;`X$+kZZ72WJVd>+0&
z1_=YY`0aa@&_ZYj#idh&A&tv9ApXs`an#n8aPFg{$~lV%XZJn<!0Q9d>?{!A_95Zt
zV2uRsI#svy+Kvz9LvcWO8MK=hP**2Uuc>CawJ^l-`!WH@PT%dBMNi6k9pa};0$%W*
z(7P@K*2Ct|yR)4i0wGxcN~n7g>vSRBuhw=YTV00%${1Q$Ed7?|QRPz6VTq9Hq{a00
z8f6xcqtv=Bp_gDQ*jEG`0VrWW|J2vMfhE@a8raADWMLt}C-ZH7%p{l7<fe&y#cFgQ
z^=>=%tzhEoM~UVS4r68)AJNYHXl=#I`QC#1lNFaGOt|krHcgsujwq2dKJ^6LHzLPz
z?v00XpuqBeE=3&RHKuP~ggvD&g^~c%zFl{43|Yg4Ox3%XIBwBr)=0Lz7x^$SWH=Wz
z9M<KhSrcV|pwW2?!!JTd!e^a`(s>-Bc)IX&OqQ5XgGI>S%0}oa_-h+8$@u+EN%<i5
zoAA+UPkmZj;$AORzC5qOuO#C7aHh7mxW%k-(k>eDjxqcV#)}r3&UgESnzUvBKLfa7
zxQ+#D9*$;;u)7LP*xk*}lXBkoXigO`Jzk5P_bc)0b=x~-G3tf@FFo32FVv#BJnLbx
z@&2sK;xVpoHfYOwa~*FXiO1PLmOc79%pl2i?Syb~^JWnU^*c9*flnwrJsFKEcZTAA
z9V2YgkX5hMHM-+GOhf^S(c<qf2jX^nf!evd(?v|yK>)K~clz<xwU5kk?eL>qdJ0HR
z4gy*nD`ZGVHOA%a<+Cd9|6a4r;tAK_37ekyfEfzFPOfjao^^TjdZEK1SMxFu`_a!p
zd|g$5m~MipuBq9q1qhqw4fm~XcV9aTnyGaJkWe4R`%CnH0k!7{agaC+y+MH8D@MXV
z8xxzH7`V+;U`Y4JKP&>!U#&aeLJ|Rlnw`$#i@iBnJ)vy+d_@bja(&sZU_$1UP>|^&
zLg;`_Gsg;DyY*)=B$CEAfg^GW=o||lrX<ltmjyFdynJ3N4O_=M*V<;J&f$L8(tK-$
zHzij|K*b0d1<9$0xTV22PVM1p<-2>X&A-NQlCrN^L|{6N0C5w&%b~=ZAkS+GBd6`l
z9$ZQs;|HF+OQ2*xyUN4{dpyNLhQQ-G!^4(uY$wvD-{o8Sn&Rcl58)oI<!Pfzh5fqc
zX^QkQMe><qw0wAGd^^XUQT6lW2Di3=sEh07z#Zt1Gx|T)0ySx6a^h^UM(wBn{3h+p
z|MkpJHiIV=t$d5>YVpFt$k34W$o<X3;cT&e;Y452GY6dWlpdw_F!^DwMfbRI<1i55
z`VKz@Q@->42)4gp@;f_R66FJ0<FXn%tJ=T)A$=2K>`)W;MNL#IW^7dYRq?Aht@wOu
zw%JL>#fbwD*w+rtS1MCQ6IE~-fVxR7>N{pIc(}|p7=Muj3c{&Ga_e}ao>9HSFG~i^
zKP(sIBxYMZIN3hM&Bq1#5f>z%THfpf*-ru<Bj`aQ-_A-EKL9?F9otO+a9w=Y5lwUb
zMU}&;6#}JJXBHr8??khyI^Oy#0!11tH}}9UW3BpeOZ2vuPwUCrVbf{!<4M#nY+l{1
zA2Vtkr`s>u0(AA7y1G@*Vz-lY;%vfu?y&rWc4CLc^RvE>9}9|#*dJ~sE5(~HG{=gY
zo_H@n30?8!@l0;ST4UnJB(_Wd>;VX}wi}EN)xjHct*WPscLNp=)WinKj85B9qNZ?9
zRut`#V$C5!mqRfWr`w*X5BI;t%Qci6%v9U52Ie$l)g5;9s@1-&@e*5)Oi38;MK1u2
zW}G#@%85@dUl(hf4B%?GIj#8dV>}F9+`HVpLIQOIZF5e^9?n%5wRgpmx7T&w1f*>b
zz7bwDiVmIWP&GLGmmT1CH%!o=x!PqPaA*PilX`&1{juig0_f!;WHLQ0cG-b2Iga@_
z9^dAOP#P32r^`cw0p`KgOW(mha1>sUsfXCiAR6#>YIMq^{1UN11eRM%w-lac3Awu9
zA^#UCN}p2xPK{8*r-NYjnh~tx>2$xS8}yry>To~JxJ-#?C8!n?rcU^CR?<wWYZ2lo
z?voQ$n(j59uk1M6@4ufQ@C#>JjJ!0iP=XqieIdD+pp8wG$KZ|iYKDLUd=^rUA2)c2
zC<^=H#B|F(a9}<?#C%WaXnm~sVO8<Me5uG{<XN^Se=Mf}Wc&H#WEbOuk41NWmEEM6
z$@aZHgih_=T8`_|Oa3z@*~ynis(lr}QWdT4rh2y<9CKPB`(EApIG2$z%Hek=KO+u_
z4B+|h9KMV#D`IXDO7+E3l_n>9St)0-SeeM=OKaXzRfwfn-w`z4PELuAvgCv?VkN!6
z{l&I4csOr^XuAAT5@WFre?UPSt0xXe2&?P_>-R~wj&yxqe%C6=8mJ7{V!CfeSwP<N
z^HLVczG;Ido>~hSrUTz0RUKRH$VC7aW+fbKU|1VB<E~z?7J^@+X-;r{na7(Kur$^d
zJcjf>F?4#Z-moMDUkxYApE@SB1bJlv7bwza$8{D1$%A@>PypS>l>HU(*uD!Q{5{-O
z3=l)&pX2YlQx2iLh%<)?<=JOGQ*W$)vWJogoITvAM}Iy(!wuzNy#WXrz=AScZm{3=
zo6rU56QurVRG~TmbR74&t{ue7tz&;?#I0j1N<zsxw^?jx9auZ$NVmzi4=Bvt&1<t7
zF(ZN|`Cjy<Qz?FkYugygT=6DT8Hy)?G{&z2nVtt?3si!hJr@5VO=cCrTcV^Zvp*4@
zJ!Y|12CN1WQ<unAVk1nuK`PZ(wNI48(nT&Q?&rC&H|Q6Q0W32z)N+TKR+jrtRR>Xh
zYm6m>6Dth?qPM*Mn%5aqq}F^;^qGRl;C#;yYJ4i&JBn7^GUm-Upt<F-JMYm2quS>w
zpceZR1XLQem1h5M>Jorv=V{_0wrJpO1j+<DVTFQYzD+=ty4A{1uv4S-tcj#ictIrJ
zo{BO6-gm8euo9NIMe1pXB6qC2uqxJ-Tfxs{5A+;!M}KF>xaHaAQZ5&B{&;KuLS+G(
z43{xe3Yny{Oh74*Ox@UO&{bW>)PVmD1`4f0Ra1c1AT-ht3Fy<Jm}T&AP+5H5IO;GJ
z2$e1jh5oaUM~4d28+xATcZ44aqd{dfHFlB*+pGVaHoyXk#=mDmYH6ki=5OB${+VxP
ztYXQK8D%0-;M=0fWq~&p(|emIqsaxQQS{_6iP$MF>0tFoV5Jo>Gm-JPkUICZMGTsa
zA@^wy)ZXNj%afaL;mg1ET6Fp_kWK0p8{rd)j<%#He$mZ7-zGCGO3B5jg2LRe#7;wh
z;$ox8{#{%^qBxcvBWixNPECDg6(l52fR?4QUXVCx)TQcZqb!<c6X3K2&u$j#)0Dfr
z+kO4TH+Gtl$BrwF8S^{2++f?+vC(um%fA}j(|jIPOa_=kB>rm-f%)}6MB%G`n33eM
zRYFX1J7j@G0ieK^dwmoXU|7sKP9%TDS`$4QroAqP#BZWssX?Gs&rPE8LfY`41+tL3
zuM#`TaEAhpc6+r1yEl{p22UT*km8`ReX<54Baq#cq4i;`KROgk+hTM?M8tY>#A10!
zLYq}XRDKj<=XsBaPtHUlA=MVbol35uo|pg0SLK7oeiuk;yHl&RfOi^xzMaTht9MKx
z4SVRjzb}e6zgQ>En}E@CajKBPX0q^GcH4~W{(p_8p9F`0D$v%jJB%tWRN$#|x$vb0
zjB)QjdQZ4fr79?_kzw}J#FUve4i0DfiR7GB<KkNR#G*@eIYwn|X$|U`GYryxIw!#@
z9M^V>s<-CuA#~9U^q0x`MKi=0pa-XonVpbBTw*2*-5&n(E8C{ksx2Knmsmyx4H*r&
zkdl7(Ud({RPyx}!Vz?wqb{PU!DJU;(b_vYKT2b!{nsTHkrW@WE<Bt~~a>y7c$iq5x
z4%YSjpqP<zO)eJV5*wbT&EfD%K%V!XvO*83NT;)R{ii=?@YD2p{V@g%5GL(4ve)Sd
z%i5*w+D|G$HQ#^Yb<?vVWHIaylTTE3GV$Z$q*C;d@0@Y1`5|hBu-aUR@^<JX5ak5?
z)IQM5$Z&BLlGoKi5x&wF5isCNCx;z~Fg++!wWNEkH)}9*sTDS#3}UX&RE2>afLXrC
zsr@)3BzVvfF^sSn*z(=guvS(ut}Bt-jwfD#VT;vl^kBXV%1*;YZZ}OcZdN3SEnJk*
zm_DAN$Y(eWYKh;niS7Fr`<X`|f*z2y|F4{q6r;-DynV)Mf%=UT7Duj+ECQ(^N?*+?
zinc6eo^?Nwa<2IeE&jx|Ldt%WOc`41y~qxlse(MqP3Bb*nVR8&PuP*1dneaV?Ez@&
zAepWVT5wQ|TmZkg*Ga6z!v}kEs<h$8szY*gEZ}N!>`kkn8GcXdL+*<K)xj{09dS#M
zoD++ot>%@<Wg%C)VJ3bdi*4*FPC@GPQp$#u&<D|XyNzRW+fG=CB&fZbC3gST7ab%a
zIPx@=HTpBhT*uM+_Z&0&Z2`)`?>_-NVc~-?M|iZ<5kRjvp)kM_lbYi9m|WB2At6Pu
zLs9*yDo<VkKOR%(Es7Q==q}q%4%hLbq^Wo#t_fRl@`CHgAM8tZ+~BI2eiAchr-cT7
z^-QLgmx3~1DupD%grRO-ixc|nE)}8Kn{dC2_<9MzLQ{v4)@o${+F3P~vpY9OH<>@r
zbLLMdIfP`1{1EYu6X+Q9#@51e;-&+G>cVxEQ(b`m{s(XWj1b_ndRLrb^Y8rNKLPz2
z5Vp*<0YaQ)8LzFs6%__5jmNTfROt49U8cg}3BVp1$A}+Cm&G(A7)h#taVL`_O#V5B
zDwT;N&yhyF${Qm!Q~<Guwsk10XexsOnnRdX5BwqtedvR@d6IWN+&n(Bfn4a|llY2=
zR1fMKB9~!+M%w0ai|A+?GSda*8pfJapqN=6sWkvR4H!5YK(GS)um>8meCeA*GO!jP
zt3J4@w}()xhPIGVcenax!6#i(NgMyYZR3wW$N2P6r1z?W?lBNR7DfK@&qW5uK+;Ys
zWd`!0JkRm5>Nw#S%LNnBq0_1qc?r$va62b8liC4exmzm-Mgb}s$aqyjkR-#qE&e3{
zE`QJK1agD^x@4`dVbCU+`Bj@IR^YBk-WUIQ6HhlIj8fhMPKZd>PKTL$tt95(Mq#@I
zHRWG50Umal;lLLX{Ul`8Dp?L$gxDB<9Pn&%Pob&W*J~je_RXiMuBXIeok7EC(*c=2
zGJ5vC<M7V#)32hk0I7;ci0)|&{We<t^4wqji9`O^s%HHZ6@FgD{TWFR#Dk+qdD7W>
z%?~(@rP3k4vXd?&XgSdI7KxM!b1ksSe9Gb)dCkDNSD+auOG1Is%y5R~g+^LcF&!Sc
zev#XOOl7TWSv610ARqbVh1OJVbvxc*V>L75M9N~jY%VA7P?vtL$md^Iv=F0-(4Qv~
z9FcXI9gf;-<50S^3t<!mV+&DM2cw9IY5qtTkAk|8_5aF4`3pTx8-S_o{OEA}<||W{
zE#Fwln1Y{SRLnr51Yvqc=d|@4l0<NhyVy8}EM{7Uv6cG4eSlT>`!u72rn0#CxgCVp
z0oVzhsWGWEtTLJIJ_u5oqt>d3WI*4m*tnOy3W8`L4a+gB`p#^p7DXoObe>EdWPX1k
zhBo4t+;$ZF+0D{<tyjb-*LP8PH9sm+;+o)x)c(Z|5#>pf{I&S+D<qbs?-!m77z$<^
z7(^q)39_CejgZ%l3KPRRy%uP#u8ol*sqshLr*sA==e*I@8gJ?njNo@NNww-jX(>N_
zb2D$|b#^<s1?2{H%m@cPk;p0DQRT_mMq+^`vAMA9K9ofM6l)>I%A1<$qT1p|x6&V0
zhnaZw#vW;m4cQqjt_ZlFPo4|G>QoCHt+62mGNQ*+TMUe1>Gc=3AB*;ZQz!e|bXX<q
zVMQZpzxh9{I*$nWe}g6f(zv@EnvTqLNV9~W<A-2{19@#(c{tyd0lr9p{Cnyx)$aS|
zu1uJVR-mX%Y|MGDo-~CG79W+V)2UbR-EQlueUwfZyNVBPr6GKzV<j_SmLz>6qD#%~
zn^-t34v9~vYZ+TKb6uz`%<&FXBK^I)v(_ZidmcULL!~jtC)H7-=cNzz-KOA)xfqX|
z63QbY<LO)nP$&Q4wLHBQ&j|Z)mwx_J<ghe?j}B{HSn<-yv<F4u{%J(7#5tZv(pxPx
z^~M*8gK1zPSy;Z98wIS()EY7!$SxRA(KutMs1xkIR^#zGSGM7jT#BUa!8ZMoU`!$Q
zQ(;{@9C-zTq`o&fNZG=*q1Tqh-59MZvNJ!5%&`jT<RItddkG>Bv6JCZW2VYJiclX0
zK)xc^2osZH^LwwQ9Z|>c@l4f!{G~29eFxMeo`nCr@ISx!cauRhgy1v=?joYda?R<X
zOyk#P5CBLYxsS{)NF3*f0(sMvslKIZ0Xa0I9MqMFJ9t-@A1JFSx8^u;6w8C~hZWc<
z##=cH*q;Zfl6FRX&`x+CqFY;Kz<`~x9X48NE=|A58-Xtxz$($w#6>CvekLQC%+fHI
zvOaJ*-P{L8me%7fZ^oIG!M#-iict$Eb-)Z<`I%h}AD0E#0d#`E9GUII;$fe!WW47q
zS-3mM^5VIT`fr~@IC2P$|Hms#v_G3P$T$?0)dPVd1QrX3!et&=w75t(GKeDSEcdZo
z6m%LPo9j$iUv@kF5}4myf_Xk!IXL{VhTFYTAkFweP|cuk$DEk?09m+vB%&Igf#CQ7
zX0Fz*TDk@bfT0ipNqBr1V~mKT7^|dGb2qHRATQ^t;D?wnWW7)huVcwLYS${z3G!>8
z7iz`PA{sehq?Wq@!%uvqM^gS-!m$C4@_z-#TZ1gC|5_aiuv5#<Dz?#4GG}a9168Va
z%kE$I`1+z!y*8f6p*|?0>@DgL89)DlP=#9S9dUh>Vvz2fPTL+Uaq?Z^fQlZdbg#h5
zlkOX&z*JWHOg?a2da3a>1R*70JT-*+K9lIXLY#6<K;#WsKr*cY6A+8@H>^56oK%*O
zU6I6tDj#U8c2Z12!Dx4_Kr@#Ar_#M%MmYrIfc@tY=Bd?LW-@~v_73ZfrT8kDW<QXG
zL}$S~rCwo4gg-pMKUOD315oGPDvKZNm~*Z$ylT5|x7}`6H1w;xdDT|J!q_Va%t@*T
zq3s1+QFM>g4LFfpqdIVgGlhFd0xEwnE9RK{tD0o}p2DtGEYb0bdq)>|Ddoi^_u8Qk
zJSZtxF#_K8ig~CY6YfGl8vh6VFzl5ffUJ04hf<%|!|;#0z&|VT<2e+r23TtTF2OS4
z(R)bltfMJwhtxGZNu4yDHq5cGF|nyDvXl6{SPZ7ye3{j7)Kj}`wuPddhd-H7hh4NM
z;+PrJz*^VX#coaveSIVXksP9+aetF7$W`Eulgc3yI{P^x(9(RwVSoyAx^gFGcnvJg
zU~AHo^>YH;Q0l@%d6An6Hs7%HODp?o5#c|ubq>z;{0}SP`TTh7FmZp9LlT^}SE7^M
zHqYxwDd~599iiNX#xQKs8@RE<%)0ho0*Yf%jj_sH1b}`%gN}BsYP>ycZg$$mR;;`*
z)6?6n%`WaZi_D+oJX#h7qM9m=`fDNh;;z@WgaCf|v4#=Qg77PXAAi)_Xox|W__$GE
z`m$G`4F9Nt7R7(AKM3p6f4H74{=GBSNTiypT1GMTnCH13`otM0@vUN4O|v<*$?d<=
zyakYtLuHsAkLLN4Y2ceZiJt#2vE9PV5Ki+}E7{J<+iwdN2lW?A^sI}$|A_LkSgF`O
z*YooJspq{qrcH;IS5*9<(y&@sz1XNTD+^Fho2`0+zg@SH0%@?$vPq8;A_`JosYpnx
zETqBj8ehym1<Hs8X_$}=ODW)_PNc@7rj?U1O~`hp9@MmZ7%&h7LWDDMTpLBUpx!At
zm3E>KvO*?cNau)x#rZ`V5_F~lf6oW~@Z@`AZ$4EU#+)~sm_;SeY@6XodbtVd15nip
zX-*x9>R$om37|EtC@@jgsQWh!hl7R=l}ubrsc<|>5m1mmSf7j@maKl-;q@-WP?#N%
zNO=7Y>=vWH(Ld*dbz3i2h|><Hlin}-`7H#lV9e2x;L*CgK*WerD4etID+~?ncG@Cv
zxL1@k73X|J%)SeGoarw;EU7Lz84MH`)n8OMa}Wl~K30*v{Z9{YWr!y=0^#I0K%S$<
zhAT^r@~{M?^)+3f8@UT;5bO$>sop1>?)|UeFM<B@W1nyjDT2ejrfOW=s2@J-?zB#)
zmh8o!zTdg4MsrhBjZ*DG5b*6eCGN55Hv_w~CD>~k5dfU7<MK;hzDMD@-QsD|^Y#NE
zKLTf-)nqYHOpO-C;rdmndBFcKuexzc!<m`>6JzF7L$fd+08Ad{t{O>)ZhT6?7PUR4
zU;(`JERL4*yxoP3X!PVwlLNq|WYbjbvl#*Ejt62`9-3}6)#?h|0I}usS6giQuS>EL
z9P8aAomB%3uFg7roS&V??WGJZ4%GQ{yF%XG=IIgH7RF+>GxWWM5En@i3$<P{d{-bx
zj`d#FDP9XI9-}iz6VBI|T$6C-rv($8<M$SNI>R?XjQnAe5DW8mAFQg<2JP@p=?h)R
zJvCLhEsgD0Q$kWPNrWnAh46Z0iUyEhj#XlH%?E`Ao-jx&LYt4F-c9W>L;Du~)`po(
z0m*o1h0Hq}&73|5Z~vE)-r~Wjh79vaPy^%Pf@rgY&Ho0!uCp&R5+2g$+<v28uizkM
z03>hCHmjbOe9|8J)@V)Tv$>^(DL`8UB*Z%(9XJ`A|LbnulQp|bolGx_AIJ6a$UNOe
zoj`v2^Wpp&hwC*8b)XHP?Q%YtJXD+CMFFq$|4)<dDX#IKjf!v*3Q%Hu2z1$2-97*X
z#ejl_4+K?j_787&vN+Y|fz+abansG<VKZ<p0Nt#o%VFn0FdN{0OKRS?&D~oa!oN>)
z9Cjmtw%6ySeqIO4g9tzU%Hq_Jd6dg`@*Y9WKPu%PwJ^NJ#kT$)K|+8nokA0o<akmk
zVV?5@4-Z#MGu(RU$N=;?j)&TG{`Grk4XVYLMq2&b+{7}92Hvs1YBC=yWO@41r3<C|
zYNat)(u~}oz|EOPCG|*X$8D2BS6RF0JuBI4eX|M_qV4h-@(K&bo0%zo?iaK!X}KWa
z*g+L@XBtYA&33TdjanL<BFk*PxtKuh!V+PrHfC^;-j<Nw-Y6Yme&0d<vXbvY{_Z7Y
za7iTlU}ZhjbkT10uyxP|ysDL1d)jx%K*rOOVxwUXC)#Ppp*-{u-$<dlUv;Ce)1uA&
zd^`0~a`Os~=8lEffOcD;9^DZbt?$@orGZ5+&U=XhWannL{4L>TH)mTZpw4#jKXtaF
z4u@5y3zI~|KnuaL;*%q6ozC`p%KBr3pQ2g8&M>)b@pMz;vG0=RS!#Sv*57j5)ENMu
zF;ikSw_~6|LVU4s(}vW=1B6XADTx70Z-9`vxV*TX9?&Ry{Yv!)sG8IWqmFj~btgHi
zEM7>S6(a#V?w-_d55Ow{ifn(=RXn%YZtS14Z%<Vl9BM4^>0b9=;p@gfQ=NCgGsTwN
zKJ%{!e_A?7=>}>_*Lew<A)mF#fAqjAAU>RSQxendl#C?KJmyl#h#xV?W^-qGvhbmt
z$GgB+x-4<J^?FA|0A~de@x>xrdZX{el!a1_p$`bpWmxDBm|H2q>Ust6V2DN))ve|k
z?Nlgy5v$*e1<F<Pii#SRT|{9(moCTiYe0`?DL~htEN;rzlP{yT7;wJ$)Z8ffx5u?+
zI>BW$m3#T4X6f(V{6kao$+#eZ(Vg%1RS}JU4H3`yoMhwwsqEULq0GauW3}s+>*SJ*
z#%(c#q=b~qj3H*JCd;JJAh|V728p)A#+Y%-t;<{(%P=Zx43l!NDZ*GqM(j}Jmdm<?
zLZ|%_yJybv&wl?r=llNp&iUT+o%em8=l4A8LGCJFR;K5EZ?l7He|ybmgSB|T34<FR
z+FKd33gxI`R_dtt8{XOfYlqws#tapFfc_SD(mitIqxwRJ^_W+N?K*w%5QhUC)ZZ)~
zu)WljDEKdwbr}7>Ls?C}G52yx5z$3X-Dn1@W!`s^rPwQ#u(Vf$5WZ?YYn>%qWrnL`
zKd*`Q@(pqiDReEB<8r@@2R3nDn@F3~dfzQWDCXRNN#CX_^uvQJ<}+tU3aC6|dOC~d
zOvksNAgSh&u)9s1GqC;)NI;9z%Ih#x5&GHcQV+LGcb}09te+rPg0yKwtMvUru}|_8
zM~kT+-9@g+{W+hqniBeTAS6=g8Xmp~WNch+eL=L=SehJMTg_ia9$w6GL?@x3K)(Q_
zbZ}QzwtspZTmp`I@vNk$`$XxDt<zMq7H^x>K0N}Y$`Kj?_hNUo!&3!B%x_Dd4@`QM
z4ZiH`zW+Cv2(B1B7^Kw|f6l@So~kyxTvPuQu%p(xLRgAz6O>~bs)GLP%a}g=sj`&l
zE%@y8zTF~y?USPa*M;#Z;9O{#cOAa1M-xzfshcsDfjIX=)7>tb<A9mw`&6^$vlrmw
zM#HU*>IJ|#sXa;ubfzR?_O-i=q2+LQfMyF4_`T)>-D@qM#DTjGYIVN{Us5@ipg(MW
zHX;y{dj{=OB0KS@e!7|B$7y|Qi4*jPM}1~`i{G`zrjhp=R7iyKg;>5&ma!WWp*&AJ
z?y1{QDQ-(-_ZE%}DBb*p%Cz7~O46VmDWI7j@=DNo^JzK8*QS<WgV2ijxpM^PV%0F1
zYN^!z+o)t}K-3f+PTSq4$1u>?^vwDmsP$dp=Pe4^WFGOMoj<FO#(MA=e|i*knPasR
z!Rc$&Y<s<2x0Y)JbBLH~PD-rilnb5H@>LRt<kSDcI0$y+=mwm>S5`ewI8DFR3^#$1
z=c3~5Tl_Ic#P3`VrnS@|3k<U+OH&ty8cL0~ADK0*M@sQ3JIow|Qj%5UA10BJr;{56
zif+1LxXx_f&Fr>y#a@o3C;<MKYUvYn{T_!(AAb5f8`PP;SJdZ6wH3CBH|<tqIrJKW
zoa~OLRx7|rc(#lo#@ckvFiWgCW+*DF9xj;JhjF@+w%_s^L;lfE?WAE43v|_{+4CL(
zqz!L9FR`(xTBoF2cWwm~AgP38MDnzkfEnQTS^8MPiRDo%9{K=hGKR{;pDNV8Dc<Al
zXx~jm1_y#Kx{uZK%rADSD*-Hn2XmKC%npg=M2teg1QL>whnrx+T{AlzAc%7f!bHSW
zsUENz0M?G*t#-GBWF!AfqMvEBud-2(vGuV<MH);8f$zhq=#cMaC-55h&avK-(wz_J
zBSXJZB7|@1QvAPCiN!Cyd0ZhfKlI^?z#046h3YsOyJErCuIO#f(CFsoXMN78ND=}4
z!)!M&2-~DQViAAv`Y`1Y%+7xgr;zfzLWn$2?*xQib*9=Hksyu+QZ-2m#U56P8ZMq)
zR-_$vk2xAI9Cv1`#t@!hKeB}A)RSVO<LbuLDhfGnmOdbDb3##`{E&gxwc?KJk76Y9
zBD0(y3}QXB=RVBndLAVkR4#yc@@_8B1rMK5@Q=0hBoIR>Xh+}(gWG0co3eg-5fDmm
z_4PI$Qr1os;y=O;-sR4l?QeIEFP1%87jTXlrH9Ab_xU6|t%quM`6lut4P~xgl&K8W
z8}GH5yn&*~gp8fyZgMl<1}ng+RRjQy`OIYYEiC~KMUGVtVehQ6V9rOlB8>UI$pMn-
ztzV3%fR13`(zf8wGayp5mwmp~##k>}<Dz$ZGVN3jR72Ws!6R+-Ouvfbg^`?==cP`$
zrmdz~Luy!09an3=5<-SALWiP2W}DVL7|0V{dT&)q?m$SG7p7AiP>As_d_X)kkl%ic
zVYgcDQAZ-Vf6zC53Di?HXOx{wcfj&>Glec)w-l6KvFUsUIyh*PY~1Qsa(r(}mF<Q5
zC!l4{Vv{v26})r^O+D_uSOYi;^2}XUsiHhjp-PfzzAZ>_sHkR{$(D(|W4KWpYghXq
V{IN=`Rj3$nxxkQ4<qm!c{{UXMI3oZ6
literal 0
HcmV?d00001
diff --git a/log/zPythonScripteTest/err_n_plots/IterPlot__Vp_Vp__fwi_FWISO_iterate_m_allshots_5_4.png b/log/zPythonScripteTest/err_n_plots/IterPlot__Vp_Vp__fwi_FWISO_iterate_m_allshots_5_4.png
new file mode 100644
index 0000000000000000000000000000000000000000..4260c6aa2f7c3c09c7952a73fad9a8f4d0790f27
GIT binary patch
literal 39044
zcma&N1yEhxvNf6jNeC7Q?qL($-66OIcMtCF9^8UkaJP-Sy9Rf6cY-^-Me?2d|L44O
zU%e_)s|t4ZT64|r(cNQ=86+(!3=e|^^Xk<rcu^4n*;lV1l!1S3&=A0H+USyUUcLG$
zE-Jt)@05I$;+%{lxb)n*#NeuL8;KnCs$LX=52550$m<nIxb8y6>mBcFnb(3STc@io
zoWI}g6Q+~e1g=R-OV*!!Milvk!^ZNCjfDW6?fPfR@d`fd!1T3T<J1HP!=4`Z$;?x^
zoZOU#hQ<=p)aBmDjH`LSMCN+}!L@q&Ps8Ry?e!~7heY_kyzP!_w{-oRtymn$e!F<i
z#^YTV3p!=U_8nnq@qCNquy*%UT}$?PY!4VLa(vJPdNTx6pr8Z@2PYc3ZEfpqg*TsM
znH)0H#(zO!mu>Leikr~Kqr+I&k|BbL-?PmqhptyC{}?b7R$wxWqJu*OzJUW8!Pgg&
zPYmndE{S%jHFD6#UwzHDd2x~TPnoZ?22^~q3XzC6Sb|CXJU{3OSDZIR$nk9o9%w-a
zXQ7e#W>fStD~RzaP`xo37g#iZPv9GY`{o@Va0?>%|8|jJkNZqUBg;M`bhZ(%_{z2}
zWu}kHF*8uf(OBP@;IrH5l^V2zri7W!<3tKdhdm|1{A5#^E_qGma{9}6H??_1Ao7Wb
zcK)}E?j_a|FSV^ClYxgohD#|@MOXgMVWe{AVwl4Y*};@VzS(Hv>6!9ZpOx%Vl#jL$
zf<EBnFzLusW`yM?BYot9CNpM5{4W>K+ij};vmy#T3r(G=x7t6pRC+x+)3Z>|Ipq;|
zQC1j+y(J_nv%W?}RjjALeO$o$^?P()+rg(>#^JE(E)o~?OBCk+>+AoyXAyWzz!y(2
zG+*NP-ngxQ2^^9KjIV)07OM58Orq2Ww>(Z(*o=hU^F;Z#L=@f4D1%bN^>bY?WR98+
znldX0<wPNoyy-fAfdy)x*h>T?hBMf<ikw+#{(syV<PzHRi6&Fpk9r-&FEb$TL|?;o
z>`V9JloeR0bJ1SHB`Jg3(W~2ia#kEl#Tbf0q+iVO6-Qx+ndXC6WLQ9PPw-q#!k~o;
z&YU^iM>RSD3K=%S&%TJV<5r*k%SE}Ho^G1c79kUx;tTanM1ty1l)5m{SK~j661@8n
zq?9OgWGMyhAj)(fHs!k^2aG3OtplDfW$SjXDA2r8`kG9XKsy!%f%d37aKTOT-RvbP
z?dG8JtB)I+s)42i<ugjM<UN=KK&V9dL;mlVTotCo_)l?1Ui%dy4qC@YiS%Q+&|sMr
z6s|ifBW^IrR`@o;51{~~rZf%=16JTIfVEM~W5daXn&*|M6)HkT=T}TbVVfJ~50JS3
zjxoLk&FUgvg<!DFyTB7K_sN36n@R^oiMc|q<KG@7*J_Len!xvSiYE`}k^l2`dLSI`
z_(^JGX<&1Tc<X&0iy<Xqq@|YI_?#hbO6?u$n_=kp1le|MPj%J`3aFq8t1<ALZCuYn
zU%$eE;b0L`WJSfKC<$Kj2=LLDM3!x^+n2X~u+~j__S_ts*)ZQ6>(%_wDJ?*ZWB=v)
zIOSZiUMF%m1Y^WF)>zKlD^*UkRr=cR<7kh|hOS)J@b^q<GL~!a^{;vA3=rVJ%FvWC
z3&PFQ^vKu?Mkq1^IF<B?GL(_(;_vKnq!r`d!q*aIl(f&m(m|ie!@S0HZX>_HjaZl0
z-%u!;T#a}wzU#i7=N^U8d{reH!1d5)3OZY~we-9mm*cPp_Z2uXV{@K%VdGowPj;SZ
zH0o4+Fnn3TI2``6=VX4fKz2#XX@cQOfAvjFLFJ6)EC}TD_6pa%ZS`TM^!H0-Mab?{
ziQ<oJ;yGVbs}C@b5DRWzOdyOHrUXO301ufxF&;yM?G8Co0*hz&!yAfBboFMJ4Q$I{
z^vM4Hvk`pHZyEba-)`=p2z+DMV`H~S+@9Jzxo^OMoM*cSJWcC^fp73#-CPiTK{ku!
zx*U!rW{*>@C+@TdOWh!PgNumAtEEOZ>x1bAbS;<bEv4ns;-%kf^AdBpW~G`M_m?Nm
zH#aiE9u6xl?yj5X`Jjzv=B-?48R{t;{b6k<s&NeY7S@dwa^oL?W-DeE$duFl-=<i$
zY@{nibO(bo-l@TONadr<Fzfze)F~oplu}26LitGaQ0f;}ns8D?Y+fEiBSL`pyo(%v
zHfaxU2v6e{yM9JE_`zvNwFxz3LYut=Vn95^IV8S_`yd%xAiJUAtX#OH1Wf4|_uhMT
zlA%Pc(IGl;@pfiF_>dv}vet3w@zC7USyrIM{xoPO+1`#Bd(nO59Qd_5F(iu#64I&r
zb4>Jy`qhK9ld&xE!cES_UG*<tZC`-CZ<V)^MO>rCywLOMwl)hTf!*BVoRrmOQ_}=R
z-mS`b!4Lg;ji#1oiXP_bc*%T4#x)eD-mo-PBT3HtlhaM)OpD7fe5C=^{%GVT0)8j}
z!AMAKN0Xff&6Uam!1i87OLBH4v<j-&x-?o!=wT&!Tx@Xc45|==QrH#TE(e5hJr`$R
zL%LM!-K_dBNpUl6czL$Wk4DS^x6WC)pSYY!b=@?)J{WD^gm?)uJ^>&hsy%Bhra)&;
zhdCi=Q#EO~oga8yjxL=+<Mp;vUAjWG(dRAiG(C2fh(Po%7ptDj&l{y_p6UlO(gJT0
z4qZ=Kq}*1QDXuZOzX;GL95T&FXf|AQhT%#e`~f`>NLDe9dk+>LJDcn5XQ%#ld2il3
z-cKNsR4ZxyM%ZAr+UbzK8-C%370XuRl4s0|qs9e%%iF7#tShw0qXldakD-;$bxI7|
z7X%&e$QBK7NhJYEadBm35KJi6e1gWm?~>S_6x~QkTG9>2o6&T4P)Xn~R8~+pZJl{^
zJP*M+M=x^Pn!3)KX(H@WBOF{}exIWg7^RpwA&Z<Z#BW>KcvR9-3R{Iy+rRS7tz-pU
zn_xUj20qKDKF`3M*gna!OBntZJUzNh=AR~~`Op@VioAXyR)jB=FQM?>FL2>UE0JU3
zx7PhbVQJrBlTBJj+~gf?SdOihdhsu(iijIZt>bRFt9N`@2RKt@P88dOLbbVwa>;J<
zHAige*LBwXhJ*QY6*<R#@yl!(p-PZiY221WiJ>5Rhrv-V$a{7c*Hb|)BfRCWl(>zS
zD@!eRu~|<K@g#zq%lDdhi;-z`tu%c&kqj?=M%wr~{khQs-eOw6o}_J3$koxr<IgN%
z;nFtrksCAil#h|uhMr~4=U2OLbpNyseR(*ybB``pyC6{IvWl5PQIT4!^L`Z@Xgo_8
z{b#uf>tUHp3(*sAlHIZTZNlT*U=c)Lh80ze=5J<yYV~c59lQP6FZ@=H(>`6agRx$G
zPr@X4fz8cm1mo0(YN`8D3{^}vosn%%#nR=UrgIp7LPCdjZ}W7>wvHq%Ir10AL4h^~
z_ub6_X#IXUJNiRtMKvCmO_=m7h<d5aTD(MGHzJO-eJwc>0!gC_casKXBi;{PXmmzC
z@d!3#L7_l`T%W%)Vj90ufm#VuHkBHLDVH7nh6uH1S1thmOJqzz?(0sH4^-)cS^P{A
z%ytiqAs@*`Rl11N#{6uSLL?-7T<OAwohi$+`2}fh`=zqmFjO(1Cg~(w86)!8s%bIA
zXy0<<6eUE#S1S{5wWH?oV`Or}`(R;_?Y~9!6G@@%S*reh*m7?XfJd)0Z)(dkUv&f^
zpy^}cDz+tce(};L(8dSc`d+-qB3?)}l!>cT9=7f|GheUt&d-@+Kp*!xI1aIqoK|k2
zcbCqI#jMX+afTl0@HXhR8t>W{5oiJd+u55)_j^0^$OKC&^>Q5z+jW0<HO&-yHG#XU
zCG&?2LP86ZW6sCbp<muoe7r}?j<xCoJ>OpnK4R#}eO|I#J|hi`2M`!t(U#0i`huI2
zay`Q6-Ywkjnvzn&2m4rwR8sCM*eni47MEdv`&Beaw%bwp{&=aLR$92Ew2+#(SfRDf
z4=h~I9Ywph&zHZedU}YFFquqFj+boF=DYsh4Yt|Eo@@QLyP#gDKb2hWaO&-JM=ZsR
zcp*A`mhFO8>S7IiQM(xsVYerqo*B2#r4KVZHbpjH6LW&Lv!|$Fe|(?j-V<dM!>JY+
zTK9qiQ!yML-}&?I--qv4Cl{IeS(n+XJiclG^F6bQ<VaxGz$Fh8N92>`ATt-pPP|D+
zf^X}ZzA!!?of*nBk(1Q;-7G%kzdi^(F6X|U$>zKD)?#7?s}-X>40gS)hW}w4G0!Ja
zjgWlSQp3Yo#)5cX(+f*RS~?)rnkqY6LVU1>!e8tJbj!ifhDH%Mp(ZcMaak6x<t!zD
z=W%gKod%W8^H|ksyENP%dr;c^)S{*CX>pEHNri<)&vU!Cgl|4i47!KIr(Mf`)SY5C
zWPND^b#_*L{I5@D<OG)8Y@ftwT1h~zM^hv-_Km|S6oQ+vN-NJ#A1p0<>CKn!hF0n?
zrnkRK0I;rpeqPDtc2Yw7H+g!`n?$2~LV!#hqEEQe{jGZ2@9A!F@!CgF@9yH(@M(tT
ziTk#j3EyLqy%T7TEL%7BXxwk(PewG!LHhc8rls75C(ZYpTZox$(3e03nBUB%!Fh;Z
zNHe>NFUTjo?|A=itHH10?4s1;wE9HjG``+8-f~XXaR48`bt^pldLc{rWO=DWnp^!|
z#uUGL$>HGPKr8t<VFYe)gMfAI$IDQXbXcRdlf`{~s=5Re5XU|5v6w}>1I5R99*w)p
z^KjEsVhx4HwG_wrru*fnI2qa$$rR@vr0eDLPEfe_-$wDO{%YU0r1>rx!Qyl5S*!Ka
zsTSu(;EtBlPAu8U%(R92OVPgApR;fKt{H&Kd}f>W_!W4rGntiSQQ<QsJJB!2`l_B~
zbKg4j7-<RD4U*KSM#-l152mikq*{G4;UJT~B+q?PMN>D}XBZ$Sh_mERkvzo;4S$Uj
z!r)O59YY=E%{=VAiCnYp^ck^TWwMwsbj?~7I>VUYi@Aw!Vk3U1ojNfVQGZEX5Ia-m
z$BY$r4mizjG2&paQeI}vpV!ebTi;&W+o92@{Y3rQ>)jCwecVE-LG5pA5Vbd5d<XPr
zAs@TTAoDHuS`vPbk^Zk;dQUD^wSYe(8g`Zd+8aA0{KsVaTq)Ta8AB1J4#m)++|IX`
z?t)@8(adlBDb%0`mgW$3HvRq6d!i*9G*L5U4)#@)i|vJy1d1a--am-+VN8CHf&|?B
zraTadzuPW^jm?niyxF!#Zl|Hz`P48BOWt4Zlscwe_L_<w9+!KbC^T{rcajo<Md^n{
z-}j@eL`Gy2UeAP;T=!ojN#7IIWCs%k#w`oLaSe>QuU3uwd|2@Qv=w4lEy4hJeSUU3
zS`5<Sa9j^75&Zlo3I1~yQl5dv1yjlQtMIur)EJMI=}SzJ`bP?e5Yk;F=Tq~WoAk3>
ze>AZ+`2LZJfrx^Awv<G5I8nC89CLCwAyGLb5Cvg{j8QP9fXuhjNrabDD<_%1TlYIy
zRip3mfZS@}lWiDAQ6TD1mJi=T*aR~&w)U-Xa7`Q)e3VOQV!k&#j<X-88;k`u$Wr>7
zAT%2!e83CHr;?8k-_i+00@r4fd<^F~?SZ9fk*l=Qmm}t|Q*Q0-4ZmAYNHga-KK_xw
z6wY~f=bfl<Fl~;-Sa#Bf<oa~Y)?2kjbGH_NFTwseU&E}Rnd))thfV9g1-=aDW_AaX
zv~b33v86dfskDSY;Lv(-EQ<t>AvdK#hLRt6W$yq8QPQ;Ex!5~bl{Fa5PoT@%{*`CA
z=+yZJ0N8HOoZ0UIt>=xP=cc(Rde`9!U<~5Ay%@xId;YNzjvXRsf>zRBt#kd=<E76`
z`Q^q=0#qSswZ^q6vPzPb>v1L?9@o*fmT7MsV50KfY|}b%a=E*3)@YE|I6IO<;C4#0
zV`s887{a&kuxs~@ZGE_eWO>?#ptR}L7~wumW1*lJ7y&j^ChdOEqS0QZN$)bnk%z<m
z?&0}y3ldllon9XvxUa*nP+)WS{X2C>iR?D?m#3NL;U)lW^dLO0CkX$*s#nt2zXe8-
z6;IDSuIRMV0+rhoam&YZe43+`R+2cXy#g*EC6bkEJ<gl2TR($Z>z+(W((FW5xR+e7
zc3;L2PuB^*Jv$Si=B~K7W{_8a9Xd4}c}PGrTCT&MX|{u!u9th`Is4xq-#s4pz<$8y
zp^rAcTYBdD!C{h$gn&K2VhNe0c)+}3y;BLYS+4J0e(*&1JnkF0I9@6ij|W5c!avT}
zBcI$1TmxNhqjqQ9%Hl=DW%{4KC#Zk1exP#h8}J_Ag<(&#yYEJLWC?$;7)}pvx?X<A
ziwK8X(YqE9Dyx;^cr1YA?0Hr3>PKkeyN(S0%dcbozzb8;TB$q9Z>DZqJ-<0xcD=s6
zl^XdNxi_&hl+p;t@CWHX#`^mYW(53T-QFF$Q8>|D641L1t|oUsT~|fgn;AL#Y6CzY
zNEY}alPUk{z01o`3dJJS$PE5F!GfvD0$YJiSQ4B`MSrAwIM#2^yr8r3fs?h`AyeP_
zH@wyFuW-)DLy8!^6>{HR7<lbL1iMJ8Nx)4RL2Cxmd0?eS$Z}@skQK#qqtPnb3yBIM
z6?9Y5nVn<>zMHR)!StIQ&(1F%Xda5G8qeLab4t$4W%ceYh$Cdr$#V{>DEty?M0wF}
zl8`S)NIsgSqaG!hJe)brnb`E8`C;J^Ll|@rmUb97apLxs)8GQA5NfTe(v`9TE|=rv
zqs#6MA$^&G)ykVbAGpn)@@&yNX&uJa=RZLg7E(B_xU(pQHUTdt@dMAt$hFRQfllV3
z!i2)dm&1+Xibd)HT7R-AJ8RMLc>ow^?pho#d?6>5-i2as-#-EM@cHp~)r90DBeOe(
zf9=X?RUjN*lk2s`RB;F+4>~T8!;{9gcpjV8f+40e#S4qYYI!n**W9<+KH;oxE7J+J
z=7p9|!sY^F)utp!b1fRZ28e%n!}an_AExtd8m&f$iG$J+SJ!C}QvGfR4IExoV}H%{
zvU`iuHqwWOjo4?$iB>ckP4|b>jk~M87T|w5E?*uNIilUSc<$9o$q1rN7rpf9G|lS)
zwY8s1)M{^m#=sRAV8VDT7E$BVmg~=Zqx;ORHtJn>h7mLJQMb1CrW4fu(ttS2PPR`c
z9?w<-y`3Mh?XQ%=Yqpy%I7nPm7oXcGK0KN3`#dMkM=dux)~2anZuxw`Dmkld5@0nm
zYONe$cUi2{jz!gHVxq`vX1-p&*K)Z_NT}SQd|c2_l2=HiJDYbOTpq4P831_GpiYnb
zV|O5LQmyCLIs>lJBMT<B)o+HL)oMK$w$-chuTmW2zTE-6YHl-gZHXjLiF&O?bl_L^
ztx*n(=Vj~Ou%o#waeMo%-7$V(&=#$IzHQ`ku~RA6Su(GEB++^o<$whi1PQqfV>qja
z3BMMY6GZjDlUP-A`*rrksNaweU!HupppJ;Pv?9He7Cg%BRnTq?HWujmu~o=-A1s2F
z2Fmvd&BC`{$f);wzb!QC3s)O4#4j+C%zMw6cbx>&Kp`_}NcS+l7^Y(sur1rNiT9I5
z>^TS(dy(ju_1o=GY53Yutz@+vb{c0SwXFbm;iG0CVF5bHbviTc@gWt!U5}G9o|UU!
zad!JVM$Oyg`hgbPU-$?6*ze#E?}0XF!SLpLDpw<=MvcS%B-;xHdU-a{TP~liEZJ%6
z>pKs$FMFPZFFQN_sw?N`G>QNcwQl{4q2%tD#<Sb*6tX0%RoWV4x+WV7(x0Nr-v4uq
z-{O8EM<I3#7QNWzcLo{NUc%RjSe}+jfFjy`fB$?`a)NJru?sK&3JMB8W)0hBMtF`b
z9o<`PclsTdHO@$EU6d5#*sT^vYw!#tSxug0vaVpff6whK4~uWHy->ctARn)GPh)BD
zi9kSYQx#v2mKp+f?i|4Sr_)$1vAj$E#^$R-_c@|yfz8O?T+1a@e0QxZp<^Nt5I1Th
zHP2rO%YNx4{uy3Af3&|01%AAan3fF?*sXpBPL?dsuDd-h-{S}N0jpLMNDU_BX-o^8
zoME9>sZa$Ngxsk@mJ*f9^2bED-4$^GX7hRK;;zh4_ymVwvpH1~kVb<txcv|3{aG^A
z?s5#-lkp%$&|H6azF1YDgSM#fUOBzYVTt&*i?>HJ+ca;R<zc#Hff9txY{7Ljcp$|E
z<Xvxv{s0e3<ndCWU^W<>slwgh(HRGP|8kXvK#@$^A13T`yrstSa-((k+H?}PqW#su
zOl7XY)_QkgZy2V@&>RkZrd(cdi3SG~57^A(m-`(3QR8$+uEYYf<uWyh%i(|$G(^38
zz+#p_Z$6Bfhr6s;FjpBL)E9{4%ItYKQF}k0gWm#lzmaL#p8$p;0w7UP;xIEvyzWd*
z8;_9ux3$urDeXluJ;`n+7U0}V3og@&(a0{*e|l!z?2km3J@O1_cKPt=Ce5XPee_E`
zB{9Ac&$&#~GI+YZ8<AzG9IBM~J(K^Oh~r7-#ltgkCzXP-V%mYX^$;?#by0AAiJyG%
zMHcs=(|q0~#@Z<E%8O?zn~bLL>2nv)4C=f1@TURT)cEr>3{T$tXG)G=j+RL6YH=2b
z3%{n&J?<~7l%~!@TlE;8B9K65eOaXe=5{}yId5|VfAHApiT49LE4W!)i_R48AX0g2
z2$cH1Nc?c^G#-!Sz{T@x^jeEz<o827NRfuA?xs)Ps4XY>EY@Fb`+c*n&?5uz66Y1W
zO-xw^lUn%%fT&@$VAwm71lYCElcSqfDOO<cA}8-hqgJ)Qtd3^Dd_)-8yw^;A>UjXj
z%n)kM45HK7AYGtn-;W8ad7c(}GBWLf2IAar0@U!3BP&~6<OREXhkLX*u4lR38;Vsb
zPZJN03kzqs2Z0&sZeit7O<<VYv}3g$zc-h4uZv%n%oC`)GwP0(x>>0xQ!^}@_pR4{
z+N^iq+lNXy_nE^S$N?rhhTZ-C_-ca!=v78I@2834m)IXeZvl489iZNl7|_&DI~Ocl
zw&;*<r&**HZNHqvfdHm;M#EN8Mdc1)3^?u=pRX6sD;0~Bm6TRkJ==phj$N)=M;eV6
zYVINluQ*Q@b=86a9>)1{WEc#lOry8IQrUR`T0;X$wH629Ln@VMD{ce2=o$|J;mqdP
z^m^fz$)0ZFkx!2<9@iCef}4AW2AU5kNqLe<=fIm`NH|Pn!p8U1xvSq<Vl|!4tf;u?
zUf~>bQC~Kdv#`NyI=@t)fhrD5OlyGO7Np<qOY{2<S6~wxL3J>Hr^`Qz34Z;7Vvr@$
z-HC1vJwV$nX7}~}dvflNqPIdJDp+OjWhW`FUhB0f9bT$@KmR#yVnCNA1?`*H7Bk8K
zl20$@^>thedF`+f_RhPEn>>KC$GM&5kuJs;CPdpg+rM3OvfiO5v25FV-AzlAEAu+T
zM@2KA<xDT*dG*A8Dr>x@TS%pHD)3Bq?-nonrv?}0L3Yasl*^^$5*H<EC-RO9&fO9I
z{v%qNnnk|p<7xel;p4u)XO*%>t+a-QGXP$a+<OsHAGwdBPnsGxXILI=f4wuc+CUDQ
zf4&E5Y^5-ItfpM$S%2X%xOnNipd^?6Lr#3Mtb#(uIR3*-jGBde6CQCSXuR2VC+%rO
z2?3i&R-p(J!50Twf)#Na;vHX#7o_$*>H^VQKBT!a?ST!crqgkXlc^Hb*5;B7%d{l~
zHm5Y(VeSU0wBuqMO!tZcvinj`Dc92+$9T80+?E#W)n)epgeBb$nRhrIvm(Ymxw(gx
zBO@;R1(*YIr5dds;@8JhX>*pV1<^hDcIj8d=Gp*j`0Q-b^CA)yE!Q~@Tv2PVU!JU-
z2X<a_UB;Xa&C3`4wEDF9C139Ue#8OyPY=W43$Rr3I2KPi8awNmh<N_a);}ju2PO`X
zov5d7g^0qpT%^e&URULsV07LK%H{72r#j21ScJt%H?!SGcHk;n%7vnFGy9(pD#z5$
z_LYEkYZ4ltvm3m!SB2920_(uMXY{h{o+WE#=nd>X$cHvJ{4he?Hwt=m2=*G>tp4@h
zwCJCYE#Ow~g7tAsMp1SLIH?wJ^eKzi>N<r2$Ia#>js-vJ5hW6GbTqI?{pJG5PEl&S
zr?14f#7HAWK=uJj>r07@`X-xPf`Y?L_cBfs5C1?!50%Sz8xy}SV?6pXYdn_3*73~+
zuVi{Z_>C8VwSe&t!ERlHa;SUz1Wpw_tXxj0fvin|PeLWwIrU$bK4rRX$@E6r7b~aV
zAc%bzA~Ad|s2M|(F&C|y&un!|Z0Cm}c}s2lqb;FA<co&)NRx6dTlcce<SN_7XdsAr
zD*s^E{}lQ6-MH}1aZc)t=7kTlRn=Nawa_jnnqjN`%BF7HKa!Z~%cHAvx@Gd6!T&Qp
zzsOym>km~;ec${2;dY568rZCi+OKuT%IfX1jgKhzp_)fI5xL0Us6zMnqcNqb+>*AA
zR3$Sxo)d(8lK5p*E-I(bP9*KEG)a;9oGpGF;v#6jPU$j}>}i=n%1E20>HA4zn(8g4
zx7)+v`49tkx)9pZ*<ht5lE#Kb2L^Zyq0w0|2&Qm^39py}GIfr1TA!}3*`3qA)GB{k
zP+(=+rnb6L{pP(gp_%T_*&wbdlz;TqIw4^2f8VoXm$O<H1WcGQj4yu>u@UXSTBH7>
zZ1IUD>I^||Ky8Oss4y&Yig44ta^HmsIN}#ujq*_G*f*IXosDkru5QR_LX(o88A&Al
z$Q<H3<|j)l#9B#K`K#i_XYgb0;=?lP0V_?r2i4f7M)^hx88`cS57NpO;jsluLO%8S
z$3%99x;EsUi|^G?+wis94O&UdEQS=S?lxm%C?#)p3~uqXkyiiERsYh^`ODz|LKZz(
zKls((ZAh$YGco7InUU^YQx_C=hwpza+w%i02R>Dh_nR5BUx_Yt<}P83S?_t(b<)YW
zy7DBVSaei;Ut!$OIO-54ScAx9wMm`!ZTYWG(zYvK-&2-n()|FF>6Xtv@j_`!?NzQ0
zcAVz95h@o3!27<ARuGG^4Q+rUX_==13yyvnHa*EAA_`{C&f@7c_i}Ex7=6DC@Yw`c
z2z4TaMvFE)vne-zcewgMnf7p8CME{Byt7v`f8xd}v<%wnWgoJ${}6Ifuv+;v5dUlt
zB?DiQbL?q!*E*6PX^vdXY?2sikSu$=3k>{Jf0Ik>dX9XI{AjnfLTm>z!pdH{KUHpy
z59x4Kpn-<VFe|%kJR|yu_Zx=rX^>Dvs`m||eN8I2+^VnPl^R_Ak9<y2M#1;_C8+yv
z%ePGkRZ`lcGEqCELyP2+lHQSNP<~)Or>wIe<_IH23l9Tt6Dbx~@<ufZ<(C{_G!xMs
zb}5hm%V0<N@5}f&D0xU(InnmAR@w3FoG<Lu#h)OYW92x|1%32Pu$s#x-P0uX<%10q
z`I$vyOWrh~BpxAu*F@ry^pTdRw)dC+LE6>LtD-1m?WSM|BS9n6T0lj?3xO3=7?V2+
z-7+6jERQ)E#Lq>WjDmzqkIt#f3z2w*6?)dPEIv=fR5iPxV<;Vp(|O7Sv)?6Hzix*V
zFh1^J`5JxB%~v|?`$6!4#)VPPg8HkESy)3M_2tMr?Lr0q{TmivUeX!J1a*K0j@aaz
zGWwsudqIHD@m)no$Nh{Se21O2e=upEZ)R*mG&d$6{8r93Zp=c{SA``s=J)f83O4&r
zz@^a(p#bkLr>Cv5!o-MPQ*wMZ8eC;?IIdm?fv)z-InW{v<)J~$bSp&c7t|f2K3}n)
z@gSCSMXrO8K%zGcgO7!r;ijq^R4jyLQyWVdwV#kh9crako*QfBY?hsfa*@mNTDUH!
z_5xBAwc6&g+vwW6AI$vKi%U>c9ib_!<?6hd)xBM);)~w*n!o-$J$eZeU`JT(1z;Fa
zmi2|?i-3w=|IhSa!_r0)5k6O9AP##?n&oCiGTtr%Dc`TXs3AudAlo2xluj&>>!ZrP
zV~v}2nA@g6VXA5?c&Y$1qzF&7&w<*CveB4Xn;<8=AG{T^PnH)&FIF`k<Gh}!tl-zb
zP$c7?2BB7C!$1JbMZU#^;rbol*=Xxc-Z&}`W`pp&r8MTa6(zeAA|b71fc}CG7ft^z
z^#>O9ylvzWzWmZRj!g2LdPEp#kyU24<`Dbum#4uxPHSp>F@>-&mz!@QcjH;<?6O^8
z{{q>XtFPeq7sv)YLw{lVMxBt7^PlYcv;NHvOl>41Jm?g5qSmEwG+bjbQ5+fc0MZ~`
z#oo#4z9V_`*GuTfEc*SwWXX!}VB0a|ZX?<CEk!=Z^O0yD6WA`DYG|C1FT$c3)3d-<
zs2PukQo{EH@n4UlXg;WJqYI+$@r9TWR)zQbJk<`LugmX)j;CLF>BKbVG0@WNi`Wb3
z$AlEVZMRMGlx{S=4J!SBMvg{EOT*sck1&-lmt!fDNerP@yh!Dr^N~H@_5~<@`7v~W
z+L->jmHw1cbvN}>f?I!yuP-Pf3QIY%ZbRMAkAgNscZ7th|7Ld0k%)UxD@AGqQhJdT
zRVtdf>rA#mMC=jN*;iGfT%Di$T7nm9OWb-iiYNy1OYp}Z-}}h~3gn{`qIhTMW<$hy
ze+7Z-iF^u0&q2DPyoS<ako^Q-t?R?y92Ibqk?PFBzKxky^Mi`-Rz1Fp<nx;vf-Ldz
z3qoIfui?lxz<p^91L=+|$0CKYdLwET_uhw9hjGDwF#J6$BNEaKv@j5ihx1mUfEW=4
zn<a(v`kw^+zjpASs)~i{PD@0)B})n#3a5%tjO#c_r^oe>8(<>fcOR9o>}1Hi&*hAW
zZSY}l@G&QE#;gesyA9Hmpes|>tA{vmko!Uw@KIWh7;Adw0Pa#Xkpe!KL=jTY2x_n3
zV<IzeH1pQ6-n4ask*ed{R*2LJ()UJrVksG7dAk%Di&WNjx_fwZ%$X+Z$wixo!bWp>
z2T_Cms&q*(H5|;rVwPs`wzXs*F2|+mD&5O;oNn&We6>f|{!gs^DYbuh?w?NLWl^Hk
zK~`~dQ=+>0oQ`%}wDOf*3vv`A1<-^gVYTn_@Ih}n4D2JtJS)ZKX6p<O!cm`?W7|84
zP8UzV#s=e?cm-L4bvbF>DvAa<3{Q-1vQb_e(fKc1sZ;~Jk^$md>R1?;qykPArO$$-
znU28=KL~tze;33gtmkC7s|%j#DJZ-ewWoB9`8v2aObXII=2mOLJRb)+S7HoflCv$e
zdmoD$4~?oLx)vDwqkqr9%Ct<4TqG5hT&<rD9sG+YLTRKBW;%a-bAKZ-AB*Z=#p@r7
z7-hH+)yGkcHRM=QScR<odD&$RWmsiK1S+tw&)4*!LhyLfj}%`QSTv>23?E?DD6NAe
z6lD7+z%n@!67SiYdELHEeUtI%B*i7GVH2~Rs_*Hg|KxHp_^DhQOHvG3C{khBX_V_r
z_>Qp*Y0Pg9oPG?1X%Gw(*HjaVURzz`{%%>HWHupFAyy|1mA?=pPrlIG5GJ(?v-2}v
zTV7V{xlz^`r!q7z)7?Pr)Ii#=&Ig&@Y;lYBeSZ0G0FbPx{PLfT#y>zZs#E;0x-GiE
zSIN$K4H1E*3Z;Z`EsH*e$*FZK<t+r;_tw9I;piZuY^z;Jqi3?zfQyP^$X9_}5c93U
z8~q#v+=B6__fBp-Wh~VXU%RxJ#9WOdJ+@j5^F#>^L^4d|MQ;{cojXUjn7|O{%v;o;
zH=+4k^U~w`F|i;z6h~EdXw>%38FsbaH>41T{U7UR%=_MdzO1coAZ*W2nLP929|?k3
z9c>z?%PtdS+NbYcN|=FmOiU!Ho&ne+0zt38&8)*V=9(nrzcsV8aB?r0$iaRobPFfK
zc3~)v)SP(4{peKy-3OH-?_YsJ{T-XEKt9WsMrB31*9kF=0V=JgE!iY1QAq!{whY(z
z71C7A!kK`$vu{%xwc03;A_1KXXuAyxOvb+7$3uIZ-zU*>mu)C>j?Or3ee2T4OOA)A
zMw;)oPbO_wO)>0WkIy~4kfz-DP0(35`+i>-gtAxWoZ2=9tV?<b0UpBzVJZ2f{fOul
zeEJpd*Zr~pnLt?CDGckN^WVEa|H-W1SW8o)`=uX%rDl`<X|aC!4buyL|BEJny7wsc
z8=$i+gY%{HHg9;H1E4KVJ)>EAikyNujNR8s#5-w~{xa=}a+YE|5o(ASQxn_*@hb!C
zV#t)@0^9Sp8Y*9t{NJtRUnpo|?7OAo8U~wn()FT0y@sdTEGU448*_lo`AG-$WB=P}
zi$Rdbp-r*vF%b-SZjExa_?2GfF5UE4UvoZE^_v!ESxU5U0`+b(RC@Hz-wl#f0_eSE
z%MDPP-zBJb`t%T7NinM<`VvC~>UpjImm0uINclgR_osJxDQqI*$Nkj!f>D98n7lYL
zjK=a~rgFwqudBaVpl+<ZUF8NNFds3oI(kcH;J#}T;$1gFI>f}65!>;q5MQXhOV@@~
zpVtsyu_BY9GbkbocczVGG-mTICGfe=ACL4-D)ddqQec-2`8aiSi%IZQ9QU<RFXvQx
z$bv3fKq0$Rp!QRuZAfuRA#y{JfcaIQ(Ntko<7yL3eE3O1rnK~cn!wEbDU<hmlhg8s
zrDJx;s@}h#!qfex$h-4z=lIXQi34@~pDK`zsf`DryUy<RYM^i1Tc25=9IlUl5M?qP
z$}23n0Ei>ySJxT`ze(RgYpjVv&U`=^TvdyK9X6?x$B5L!qUI_4bd8^%k1u0-f=0p+
z5A-R~QA0~N@FCgisGYxCx2)DH48nsm;DT+|lLdl~lMaZ>ksDA@hTEE)P=#f8>ihin
z6~8ZgIdx<9M%iP6-!F4jgqa5$?J&zf5b-gY99e?9lS>l1JLk0Ry8or3{;6%^AOqh<
z_J3<V)_1x&y{cgU8DQ)vwWYW>4b!#H-3fEZzPD9MPmLPOzlEt9jq%9fW0dTYL|3NE
z3qz4Xg<YeZ{p=<b98excWg{S5rihI@9hpgiEpo#b`%XSfds^Fr7_-+IZeaBruke1t
zsRuvw^MO7cTA{e8@++=9zeN(XUH-S$j=1r9F{ba%Hr?toQW*ql1?kSRN7axx2sCMk
zQ}eP8_rJI03%q$(J<76mI*R_WTxd6^%pjbH?$Hl@rC6m7OcssHUbO;fXE*DZ!r7|#
zt5wB>&4y>NwNIy~k}2fJ_4n@pf;xlVY_@ExOU~oCXfiTw>13vrv(&zu`@w1=d!p2w
z!qeILZVTO_%%fX43+U5q(lZEbw-g*D)3{rS^m_&qF&Ru#-S&&IEm>Ou5%vgOtEuh^
zP)mtG@f!5MaNcl;4Rt7-!q~i6D>tJ8F*AMvBB=o&-2M?si=zRN)QLSMk<E4u-@@6A
zcc@=$`S%F6<&6u6eo|t^jJl^K@q`^<+j%kHFiC~uY2>z?J<rd6!SFw;KDSh@%Xesf
zyi#1DQm+#e2urnUv!6*`BA;9O{zs7&&<ETf*UQgQfe-5qwg@;ZMQo>ay1jr*b?>}#
z^H?>r-F$hKS+46}rSLG^n5t3sO@F2&#p5CC*~E~>BWWb3lVw@G%u2>wL803?x~K3Y
z(a^Wk|B4}`@f}~VJ|HmHXS-PjJXe>D{Evo7mGzC`MY#nSO%T1~@>xxo{&CZm<H~t*
z;KS;@;nn`0llMGY^ohHS0C9?q$j-3Be&M#4)$S;l%@XmSK+7B-jbOU~6pW)neDPqB
zlVuG-z1uVUY46Zbi5X2#OJ-~w4(mZc>FZr^1>UV?Q~jsdv*&{lVQ}gG0k%?+G6je~
z;9|hO(l{vlaK8*p<$W`%68g&D-2Ci)sxMw2Uy6)FIaX@@94Q|w(Vl!TQ@LtT!)Ol}
z37jGCiB>2O5;bb8CvvDJF&s=}Sxm%@7Oi}K!G78H(;IV?P*FS{S1DS;r<g`mpE`Ir
zb9O5B>*U8gblLriB~?$#^Mi~MCtkKN>Nj8+V{a6Vx0^-#AiqSCHLeb`pC)WHy*LcV
zKXrSUNU#$+zO{QRfX)h(d(6gpmae+q;TP>qRUQDU+>_`^|Ly2;^9d0Wn@h**#*>z$
zJCm{XDPBZHC8c#G$v;^;E_3X<8Ve|k?kgO?hi;CF9OF2Dk0=T1jc~bo-bbk^6{%~<
z$S@m?9{1w2T*X8qgpxw5p05dyaPf!>yg2`UFKq8*0`A`wcJtxR@TL|c>!Swyq(=J#
zMw88DKp+2&6mYUI9QUH+0E|nzNtGWFe$k8TcfLAF)6;!<p%N{qPY^ws)=63`wiw8Y
zM;d%+Z)t(V${-PU_l+Wz5Q8Dri^EFG=Z8G4qlvsmTSq{&+yb~qfYJx-v9DS+lq<yq
zmeZOqg7KfKiL93zhDw|6mMKbG93QMVO6nf$)D_MC+Ra&;PPe^R9-r3Y!UMwbodGSf
z!_4#cV1h!a1RWryT~i&8%d>=zrt%zXyF-*(*|N4RJw2ZQ)gaaNN#ex|1Xzm}hg)ha
zieDVuIiY*$RW3nRv!fn{X-wMxQYs4pb@BhDRO)=^0Sf{AS^G^(ZRhhmc;WvgRhAAl
z|6Wg;DPCD*A2~xk0JcQ|iOpgCr|WUcdKV22qtUmO{r&zCH-pvN9o*|$j@Fe{t&wo<
zc|aa`ZhUkAoVvyfwJdO0vyOlPuLyIxc;PcBT9WM|Y@yW^@FoBj1z8OZHoz@wso^$$
z<oRR)fB?YkJ1&?%m&Zwn`=VMZ7g0wL$`2=^yg@5Z=C!55>im5NQ6pLstPKgqQHI}=
z*y4P1`+5rT+fB9{UkpKAa5k+E!$YasT*kv%2cw>}g<-_&YWc*NlDv0h;O$g>nusXH
zBS_3o-Qr2%CSSA($Z)MycTO{)nJXmQ3v;rT#z9<_>N9MGZRt8;-{y7R55m^{IHo-H
zqHCz5hV(bdPm)W5SGP&R^*Zs}t=(}gkjZ)*ip7+F3&aGh$JKf3NNVMw>q_fm4Ugt{
zft+Ba@-_fIu-@sOipx8420RT=50vVfm$M_9>YFKXcF=Frwsie3L<w!CvnGx46E
zIQp^Ir!=@vsnsTC#@}W4$<^}$(Cm9calJ8x4jER12S)1lNgN-~GnAxQ*V^3u4@e6C
zj%%k}0A2|e?EF<fiT<dcQ`|SBG22~VbN6zTmeC_&hj~gW#-G$S+pIegI02oJ^ZH@I
z-24F$HdPxP<VNr`0QKBV&AGo{7BFngPt&pi#ysKBc?#$b!?emnzdz?AI7cnR@w9Hw
zb_BAW>7)d>mG87QG<*UNIZR3&V8Uh%rI1vr>S~JNqEB2!1zIk;2?zSu4^)Lh7sUlk
zOcd9ZUf>(xY=6J$m^SqV>=?k$>n;!DwRFgU5Rs$((1fqifo2PeG@#U->SqhBXAdqx
zy@NRRgWA$&ZpYL0d2s*Pge2EsB0;pVD&Wrt)R_g#U#}lsgZcnj@s#3^&j3WXH<>2M
zdG+q3sWQJ9PNUKOV<asc;Nld_HjNMGDN(L(Nf|0pE|(N&u&*r?O47>Yx!vS%uq$tU
zDAV4Uo)~U=0vzv_o|Nh}5Bx}b%gtD=>n}Fb&mSM}E>R-8&3QV_!k$Ng9R`YufF9s5
z87ie1OsFhM85&M%RTsFzT*hxrZ2i^^c%NEMo@e5@XB1Cc+#9YB#{>m(za~u#YZ{Db
z5`zeZ4uiB*QfucYdC6yqjdDg)`Y=r=t6zoi(#Wlbp{0AvOhG`Eh(&K_twne13=!%2
z=w8~O_zB5mvNI@~V1ii;>>^RXpp<NFp4?&h&S%vIZ<ng5u^o1(LU7p_tDH8MftBxI
zw{i>no5^AfFgiCsWG=4@IIM(|ulqt1WF+UFH;N)VIM9o>j3%Z3q;>q3$pA&hWjM;l
zp3*5^ob5zJ#sNGGn=eF#&8uAlR))~bzy5sSN`?efu}DD3#&<QFPcX#6`zbNM`2E@0
z#{ZA9SqWX=#OXe{!+pLv!2mcb6W$|V)wXo9=o$<S)}pzjvYh^;yD_iqz5;|yOCFoG
zop5}X+m`s_+xw7Se2(e6=?8|97ADVjn3e1BB%`^%O&ZAh&Nx6xK88xYYCqBRIrY~r
zf!moojijfp2OyjZqNk2VIqf-09xpdHI9&E<J?*CfiaNNjV$0O?^1w5&4=_y&5}p96
zIp=c+$M}`_1r=br)4jjgt1%erF)eBQaQ$NKZ+%>972G_mB!<H?3zFb9#QZ}Plquiq
z#VyyKSnxEQ4a}&!jxdZ2t2Y~L%nWmR07p+M=hAZxx_O>&#{pN2z^2*?r}fC|X0>34
z6V1mg{N&q>w1=a)9mAo7+J`1vk}#a|9lS<It+Vz31_SDb^JBw<1MK^&rK5!vc1%at
zXGofNytFPC5eDss9RCQJcTcFbQVHz$MYbNc?K9ykjw{VC*eO?O(hoQ$xPIFpLh<__
zo`#->*P>l(CfP*0^clD^f|p509>++z$?Sof^H&+qOql%GPdC-3YaMycl5z9SCf^QA
z@>;N)S`7I%UK%#sn>VB>bi!(y%ec3q81;JLspsyB!FS<HZuL-10Iz>p25+93B|Xo6
zBKrDR{%Y13%*LQg?A@SC%H@Eprb5nXeM9uJILYJZUODIfH5sV}2(U@+=FS+Yx{pC`
z*y$jCX<dwEve>}U8)=qz;ur6~iRVfkgr|(FHb(aI(I`;)!_wWHH8zZCCv8;fUmBrU
z#9HPK`-Y+<`E+>J)<8HN-`0A%cR~&Yk50=gDQP<V%8r&|-`p4}Mlhe|5cjw}@T692
zL1Xa%j7%O@-3d#L3L$e@HD+@j`+GB!Q%n!rGg_AV2}{e-=ZT52fOSyG{OIk&K4A0K
za`{E3pkTEY2>pjg(ThU#7Y*e`4##8w&KC6Ir9Jf*o|LFox0IBW12SX)UegGhA^uXF
z<JB(Y+a=qXt!Fo*{X#hd8jZWPnxo6528D2}`WbXd)?Hg+j~>;{l@C&dg{HHBqc{Mc
znOuh{0RG@P{NCf@@VqkB#iR!a(3#Q|Kq0*}yux<c&psVGv9AJTx@4q8E1_9{@sMC8
zWF+nXVP$X^QWmMhKz)Or*vUpn#%}**HhcJ9lhQ}(nkLAOlsn7~cclay2TNju+fJ`)
zva<=#EIvm!xf0$+(p-5MhA>2aP(GfmSFrtOK6L>&(6^*{6){zkY={4_--!rYumcXR
z<kCexnqBu3+#05Mox+DUFFa^oCKKu<VJv7=TExs)BWVK!-;`CMllhPU%_8HQ6nSkJ
zYncMmxf1?T3>Oz)guzIf@7f~;NcJ#fR6LApGs;j*26z^%ai1DoNF<Fde6`Mp=hV<j
z5ST(l4$|&}08y-8=bY8PCN2%3M4QsT+YV|`mqg)Z77@cL`74KY{jgFB_&3^MR55Tf
zg%jSlE&`k*jl?-SIZjd3l}Rq@Uekpd`l;9s0<0Pn+u;#wfTn25Ux`J)n4S|zX3wi1
zAxMG3ezhKEWK!O5>qj!w!CX1I{gXs#^w-ydc^l8vO%=ZF4#gOgDxA*W-iJd4WNn4~
z)gQ#-DA8lGbhC&h3v`pQ%(}=Lgp7X>H5C)@FvP#F0y9&jFWHle>%y_d!S)w%_KQ_U
z=p3`a&ff^E=AC`?Q`T<8-VsDeJQw;)ct-_ZLp$2D9{f>e{?6A#@5e|Soc}eh{v{Yr
z0I9(4_{l`(aJ3As&nY?5l?t;hhnA5@Ij*^m{H++t<acr<sig9VlAq&-^H?egX>5yP
z)=8ukf{Q)iT@KW`&6Ysp{9Oe_@Cg+v6^nqorr{CC*5xQ!3yft*gIt~uR;C4=k;nE|
zGJbKX$;d>Q9{O2>dNdf9enX04rU(lPnpazi8O}CTXzr4oYVmZI1bPc130iq_0(p#3
zDML_<^0v2LYt`RmLK`^asIckWL2HT;aAuDZ*kT(QY)7K!^2ow?*C}3q*&z8)G%vlU
zyHCKj21ETxG4(njWvG8&GQg{U!-OXM`5Hw1ESe`I{{=cA*NsjfBQPpRsNg4sFJq=l
ziJ*~*A|aG>?7IN8UDB>&-Rr?~oe=48;<%$Jxh^zp4Zk&it9^`S#WdC`Iym+1Dw#tT
zdoF3xT{imk=WKR4Qi^I3?7<k)YbFh3;pg(aU5WILiQNy}nwr)>@Xzs;r^p%{)V5V?
z3M}2Z)nPTi2?g}P^7KG5{ZJ_tn4vp1?*3F|N2{O^;;)EoYDM<;ACmkBpdr4H48RfN
zzZ6Q6&%0j?|8Na}h?uvRsNX(8=Fo=vO`TCuxr@H;bBP{wzPeTDMck{rpCta~QT19g
zmh2-HaI2%-tnPUN0%Yi;&1A5yV{f&UZFhn~yeE?1W6zPbj$;Q^P@bR+)K$?UQQj>&
z7|Ech4TDPRrn@`HbbqnY(kxrWBx%Z}zfm79o62XZbZV`4EhvnnB4=~I&EKugpA+r+
zs9p1(=3x|ahbP**d&xfPT=QSM@K*z977F=C)BT5Pwfa9B)s=wMu%!Tj)k?}^QZ<Tl
zVeqMLoR8R$3F<;Xa-o=%wYq?sNSnC}I_~aUrL2L0RiD_KVR`7w3o4l}vC2v(-NGa#
zIE7>C=;w02cscW<nEP!0fcb9t+no4uO8ZtA8b515g{Y(5?!yD6gTQfUrC@&jI8WZ=
z+Z~|_FaC9-_Bp>~8?CZk{v4t%@RZ4IcD~S>GQ`;H98|KAt>VDC;~eXb4&i?>jQ?F3
zjS>e<zvSP`F%#MGO=BSp{)~V~rAo{VLK6WBFz$lc>|58@Q%3#r=GvQ6q{oqxoH@Px
zGWn5F@Vw%0^MnQjQn&-kv_c$^8C6Ya^7~+ThYpO*e^N(vB!Ur;MUM|`+>Tgfei){(
z=H$iwY^Xz;;*wSjCK<M-3aA&C;$rof!e5;vVL3B_QfCTBbedLyLM?0PZqsE$GWB&z
zL-C?mT00>JX&w{Ag#3#X{$FA6h3z+18y#?S`q6!wOHWoR|2~wLB&GYE{f|s=h?o(~
zk0GJ**t0>f5ZT9ud0PLJ*a?~;vNT>%gndZ2>Q@L$kdOhn9X}E>kggyoHYIXtVSH%c
zVT#BwS*sLvr++Ci6Ej-vR1wh)&Io(2;o%BFo<}MvpXzMmepF&erIY>5FmTl|HbA@+
z62C&d{3r(zGR!qemFHs?GMZOaw*=K2+_zs$MTzc%ZHBO%GcmzzNg5~dfAIj20U=%_
z-j@U4fAP-re<;R(sNolU7$@yG-C%v+9moXpQ?LT@atw4qA6i$jr7?A#gneItl4Ez~
zUM%_5nZ4V#UZ^_|uAmr9xldNy3p*rK<5X7vV-X@y0;_IQfxEx(6Eye)TOtvHD1*^E
ztg3wYW)=!-j1nxAvfi+$kcEq$sLDspKccjjH9($@WktEow7WJ11+glfVmi=?7g%0&
z6#}6g(ybbOJLZg*iSZhXBP>%jTzfOucX8LnXksog{V46eCGWtvp8Z0l?{QegDbZU@
z{9>a`K6HHwg@C%e1MPBYtKVNK85{7HyzU1??ud`x;V-jyy)x%Ph@`OA!q<OSM)}IW
zB8i0fnrzW}UqGS>riApMNxaVeN%sK3C89=dU;%}m=}4hfBD)XCFRe=#X@lD$G3)J&
zqrG6({u(!Z1kDU-`gw@yTTG8{i54HPCSLGry=1+ISB^B^x=A?(h-Qbns#J|~vV1jT
zOAudsU$~=f3Cqh_l~cOF*SYSEE+pD|&GE80oE$%kqz{*&vcy<$R8d~Fyr`22dhiJv
zvPy^ZKIOh-pck_Y7?Z#^!$MY`ubtUm;pH5E#2;B#q@xrbVE^?3+W(@WY7y#xsEaR3
zw>ZWouSI~`Z(L02S!9BWe8qSA-GLQJFbDQbZH<NW`u(5WALU+M7jmX$&T@3iEUz<v
zjdAD?fKO*jX5h5hJ;UH{Hbv_$G$_(Vy;JVWL>|ly4fXw$-PKkpk;|k03Qt$%oH1j0
zVlU4i(l&E(O3uTkVTg{p{3FAHBr<zK!cdqEr&}B{`5Swv`cjxd)1Zn4>#-uW=J%;4
zG8V#Mu*~|31M6xr!zR5qQeHWFE?Cvm1O{y95A`jmhU#>37(5`j`_1Gq5V20Vmo|Jf
z>jhYV<um=KM*LsPophO(^nd_CAJOcnz65T%1QYm@FJV+#SziFQq<?%tK3Fbq^9O7&
zCdepFC;tS8fQvr{%R7}^-ygR|;JACYCAZrYtt&wy1I^C@I1+!SiwnKQ%(9<d3@@=Q
zT&%RHnx|m0fL&Ajq`Z<2oYkc_hpTLGhd_+F%SCu?$*OO>^q!*s2Xhg46kb^+0~_ew
z*YM`*i=z8S>*0c9u#<|t2dV~VAol220`1KrEAJY*-B7c!zT$ELW|oxF&P@hyp-J;h
z)5`rNB;{m58D?W<XcK{q=mK%dSNB7oBhC`dAih<CKY^-eef`Nl)f0Zc?5)Sav=Oow
zmuj0$1j?liK)d}%<pdlO|B4agfqC6z==|Xo%5=F`#Q`5#(!WAdrSsXYHIt3fQ88r3
z;`Y1r^Q)1?ub@)@ep~kW*fjQapYmcRWLKXL>=;J8a`B)p#@7!fB|7B>?KH&%YQ?hL
zV3w=K*LKtgHH`T&@JXRDp-EL2x&y=-*%poEb9YCoaO0Ck%r?;$=ZIbOsj42YjlVYF
zbkWBO)fT<N1uXdWl6yMYb_bcRdlnjYkxT5DWJ?s6)uYX_2OTk)U7$EGi~;iSAsu+j
zHyOiGP!Nbl^+m|$?+##IVe1>@TBPo_za=Pul%vpNII=ydS=CE2V{&xb&>m{%KxF@^
zZzkhdoSZ}$-1x79VSjP|#SZc>^VOd`ibpY|@Cz{i<2EQCg4W#?(U266OZhGYi<^q_
z`ev1MhIEUR7&Q0)F!t7QRdo%wwn2w<H;B?*(%m54-Q6Lnbc1wvcXv0^-60)HOV?R|
zKDYP#yyyGQf8zda*emv&bImcvHD0VYnhd3s#C4B+V_}7H3LKw^a=QFvq#WxzBvZaf
z6y({C;wvQBO3s&w;;k||`(j$(UP5rQ*6>%kS>X(2P4O^`tUdlq^SlXC(RcGz>X!6{
z;xpVtfz3)6cEN)S8<*MsGon!LZMg%%QP(!jXyV32G-RnSt<}LoOL&u62I_|gN;MSo
zwihoD+j)kfUovE%^6KaMwTG(Ty`I_Qt%9c?fhM8kgX=m1EG7{Sj@vKxf5|k65P6SG
zJ1wTC=vJXW3p2l;0_L0yz1a}{rQbwEk;pYZdFB8L%XoOvLeyk0C1D6W=NO6r6UrA5
zWaQv}Q)KgN8PY{z+72x;0;HN)G)#;Rc<+xfsUD#PYl6t=akZqAm@3%?0=+X71++sT
z=HE$WLRZZtlJ(@@&qA~KkYREs#pg5NT7uMp=GD{j{Yp>K*Z->1vs4U%HY&;z168Sm
z0`H5~`H*9C5euWnQ2@Uo5|D5j{C>D1KDWr3$c*QM&l(3MG;Z#@^ioUZPn{x8In2~%
z^uTQ25=I1iDbSdG2(ORkQ<q1?2*)L<rI8zH%b9WaC=jzzKbxQsH;Hw}dHyWYo@Ps8
z;O&j9F&?A)N=Ut4uzU<18oYe75$AiqB=P&R5eKxwc&=c~P;2vLrF0`4DKflB!kyKz
zq~Dk@Z3bx!DxSo{%+Bk-x=ZVEIvBGThZKw&7BJ(nlg-I^3tOWn5hB=Kp#|!<Aa`kO
z<?WdetC%$u)_{rfHKU4##QWGLtkNrjcq)<)UO!Eo&k=oqh(#!96(v_+N2>y5oiu8H
zPHXtsgP_U58(Q4Y+lSDK(!UfNifEBFLA)HMKmd_jq2G<gmE}g-q@;^(loNHLI;}Y@
zoC<F+?cyoV`WCH4ND1W0u<;*H-VDV5Sd(hi$woL5!g`BB8pIbgVw>o6Ns9Zxl67BH
zPYPXm2uO#BYO$g#uW@^J^}*c43!JIXj;$cooLMEm@)eYNL6)PJk@vPs*O<;e>r6{-
z`s);Fh=JB}PVn$oA3~@}x9m213Ueq4=~sJ+SnbJRR8u6LQ&Nm)wrH+|1a`c{P~GQz
zQ+cd6%5_x}K2TE&oEGvmk!?2Wy`@t0V=2rDA;I&XVms(V$J7bsGqvMTn_>&<x|D2J
zh~>Z*y@EDjL2JDd$e$K>5dcO30TuW0i~a}_dY(Ei{^!9SaXdX3CEt6{zD=_pCN}!o
zR5TqPlO0ut-pTHH!eT|5ECs%kf7E*IlGrduJEd?Q5OZEWsRr5xnoZ2k3#n!^4bRFQ
zNy^D@I3{>>Bu5&8&mgeyk=U7kE(;0fp-_h1s-9wa0&X&=!28wG6z|g2*=lAU%Mo@@
z96BybI`bwscxAVL9jjOO5?V2TbO$!IOcV>I1gc1EqRdPh(d^-y_S1yL++{@lnN?_$
zN+GH*6V;p9VCwSEp0CG`|Hm)&o9^_;>kzhCg+3F&ALjONXL1X!z<O_xNruoqN@7=>
z$r_*&o_!9jU})ry8i&#e)8Ixij;?svJN<>Ef;J0Qbk0LTLpe_=GTu`lp^Z>{GeFzj
zmt|<=)c{!|xt!&}8xu|vaXC-@RowG&>vblEi;Aor{Dx1=+^Jl>#0EiKiCCBONfT;P
z@%W<b(r`=-GJ&ha0mZAN-7$@r%CvSIJA1JpGUG<O^|S}ITijoAAtms-gM(5|xWzZ3
z=Ia~u{BisrC$I01A3va#^U+kD@w~)|^=@gbH+}jyfD-y=sk<w6tCqWLfq;g{!x8Q0
zA4TN|c(1Zef+}RA!PR=D*rWU9&;1hH>Kjl?_td>3Y|+IHzmJksh-{kswx~%;8P8dd
zdP%hH!kQeEnIjdMaGHd^v2Ez(K@basA~X%}=kb%C@!XUub3tz3%)-BLqwZ0MW?Ge`
z6}e)KE0&NqWw2qgi|gD+uaH33XZD<~fameeT-;Dch~{vk_$?d+9<LL<`M)K2CECT*
zhFmXKb3}4A7p8Oi2PUXntzPGps#M>X_i83`x*Y&J@U@nfJAlGBn(l%P<f;OCgN;pv
z$Q6q}|0>^|SWzl-KI_@H4{3IGzyL&RTBP&TPlG!(&(s})4`ZWW>rXx(q}=y-#zbMz
zn*d>6r;}X_=4C4$fQwTu3<#n12l^))+ZGQ$BI5^hsozYOEK4;ycLIBEA6pKyP2Jtk
z(>&bd!(HCBUdFa^>Y~mmH9D_9z51|e>V7UyF%I*1?}<=B+QnS`P#*#IjCo?I<YQfL
zqP*ai-zQ5BB`Kf!CE@`h@h0`>yS9+l`WHbI|B{{ShYSZI-*a8`a&f#P)a`x4b{b41
z6uQ`0QDMe26!_tgy58{Q6xa}NwcRcLe7~N3cXMGzYBREdW_dU9nO|=)jsVEz9|0N3
zq9Te^&B~Lzxq*ZDTOEm^f<rZjg;dKshaZHLQjDU2#6b3A+Op;1UXgzTZRYbnzzEr0
z$aQ&?X4o8lT3R*$6aWbq^8-~&>Moff`VMWrn=5mzpE^r9Y=_P&{KFg<mk&30j-l)}
z56jJs_PgW8i?geb(Q=&6SIcc4Zp>!0Cy9x;Ch~fxIF20Tgxkq%$6G6!zv_uDek?Vr
z0;dH$6z977fpaUAOOw^=kQ0l^>}p8jp#~TE`5dO8{XA-&K8t6w6kx&vq`eD3OH#>&
z!x^{ywezTpAK0)5KC9jt*e6SlT(X)gEGCo7Xs+wf{}tf{H2dMk)WXt{NAU={)!G$H
zpoNfdVkOS9Sc5fCk6{`snX36KF-#7*9#wzLU|bAIBEOv#H8S!C2~LDqGRUb!YYGf?
z4+Af5uAO1g_~S8@Tt#ls0MDYR(u+i<(nw@}Dk}1cZDL)p!y%<XCIXwBc?wp)1U&*y
zD>kvs)Sq&>X-V=pK_$`V)RGbutSO#u<O$V#&3c2yQSHVyWZveyvJwPE{D2N_K4|(9
z+d92a$e;Yj$#_*4X%BKH!~t@rv!B5xExQe&k-Zu$Y&;*_oMEf9i*_XtI+5UyDOD<L
zDJZoBa3sZ#+^*8QJBHLd;|V~BqfWB2Qne&`j2^zcfpZ3+LDbE+%YET4fqj64An+JT
zew$*6g8NxzBl<!xbbf(_#Y6QyFxG5*WiX5n5W=H5-g#Z5NtvfiN=Oo;T=mHw-g{~)
z`cY4}y#YQ5z_oY_fHe+RBx}NnE*^hBxk8Dly56T70l}YFPZ?mPFiq<xSdjEV<HM#v
zkjbOk?uq*j0GYf21X}=a1IKl8ozYzlg!T`nizo8JT~b}g+l8=OEPo6x)J!oyOcbkb
zJ2=cdM|_*p?SY_R!2+cWG2y}w%%dkAE<){>iDZP*Nqd6RsbZ0O<L=qab~A@*xWAg+
zDjFEvyt=;X|Bp`oYdE<uVWKjX-~7j7eMPc*Y;3M7oe-7GG^?%YbH=<A0LWY}9pYJB
zeY(^p8oA#C8Js>rTrEq#dyJ>mS$C3=_XE1)<97y#$p899Pj5J)d|lgEl2^c>W-mqZ
z{dQVDYp8S$*87TPxZGcV&;wK9CYnKzFpta3v{)4ORgGRg-8Y0F&o<<DX_5r+ehFaK
zTkZM|(Vjz_lR{amH*|Rd@xWCO+ck;GK2s*4&kSSIzSO*&%9)1;eb=%lT@TJu-8Bii
z86?x2#RDGYdzUj5qGYz9_6j*Dp=Yz-U`!^xTLl}O^HgbVR*QA*U_PcxO_BDir?Q+N
z9<+ERMR?m34&(vTrwc1aQru*^(DsD)+95RJ@=7oko<H4*z>_Xkdd-$A?wT)Rf&1Zu
z{rn<y>(%Gh>+X7Bz(u)|)2XyrdWR5i*PpJa<}S#3XPp^>%dzogtn(c<$5tTTty6cP
z{pW`LZ-*KV3GaCZj%)5))teOV+L4Z{`oB3DaG<L^PI4rVUr`|4J9Yc8a7b}AHx&t-
z#`EUG759bWm4nIr4B~~mi~Ah_RuYWG*7e%>z~Ak>35e;IUVlr5<NVbR`5v1=r;blS
z1^*KF(aevw0_||A8RZ;`!Esr`<=$9O;kueJ4~~~Ge_aSb>O9tcYt9x=@-p9`Gn$m*
zL!`PK6th<;QaoMr|AcQzf$%L8N3JK3tEK#%t8IOSHp@UAN?6x(1o^BqGf+qG&$h<&
zPfjsUPchffXJFfXr$NY9Z!Vv^V*N)$=IQ~=7Ec;-R`f|_IS+Wb$xuwOJ>ht^n0yl<
z)U&K?eUfDwnsT|Wd`MwI&NovsMTqDNsNb3XX0vr?RrIA?XTd)f@StO<AEW?f`H+GT
zpzsZyjGbZCRLSa{=Ij%W1CjDi0>}v6bfEsF5Ub{l^``u?8nQPSRz!1Uy!sGo<~kE@
z+JR#_B*Suhbcx_tER^x{lP>~i8QcZKNl@)X+jkh`kiw&s-+_uw$o1eHO$S^f%nw_R
z8}KTE6@h_m3E<?DdAi%6;!&OI4)Y{J`^{zY!qa(|K(81t7}PVQJ#gdB8hf`DNG@LU
z<%Z&%$NL0LVpOqXnMgNS_VYJWv>Y_A%V*A|6)E2=mTHawQdtmcDF(ek-E_Ebx<4=}
z%J8$=7wpVui}EK>)&rP5I{o=1dPz1l^P0`9!IWk>e!)=mQP=aEU;8a~yMBi)wR#)=
zFQsC`*!BUA1%H-fsl^cU2&bE)YJ=TSBS6Q~=~^~V{_!zTD~d#s>oJ{^@Te^lp6q0n
z`dl{h@bllFZipjbeD3p)i5kJ<lH`AsiGjeVauECJPgNijeB|~}7oeLU3lQ2`{n>ww
zM%A3ls5WXZ-=YxOjCyotqAE9AFW*L=eCt$w;x>uUXqT-&aIOMunbJHG)jFdo#+iGL
z$gz)S?^Yg8elerTDa5GTwdWGxw>TV>yItF<RvN4`&MX0W)4aeYE|*;ZNoa}i;id@E
z3;Z*7;#w9GoMiUxCi%3w?NW0{$n^(Jz#>%r;G&7{n+b=$s6*vE9^jWFbAN(jTH1VY
zSVI_ZTH4A5(>VqXgULC#Ce;6&(grY9`+z4znLowJVT*XB(fm3Q8Zh<T7){hL8&0Yn
zXR=wgoIwJ)SOLvhTkg^r!ell@jl0Uq0<wWz@npB@56tXWlfn7}GZqU9TtH4W(bDN>
zM$p62SdRI#Hq3>?c60ILYH2_cB|JCP>BrjPBAxww5@6R!_@*~gG<SK4G%><)*aHM)
zqocE_@3#Ud1+LGY-hc+YA>QfO(Sj+c$?4##HTi6K?J)<7ro6@);D0e6l}L!~?l%K*
zO!^tA&t)>Irbx{#6(u?2J7#)zMX?c-{cEtYp9zpKl`Yrr-1chQON)!Q;5v(s*sNV}
zkn`z>@6VktL1)rrF|k614Coq$qLVN?X$VZ(sY4K=+TICLLdC>phJ;edXg7?=$?q_g
z7L8)<${BCuQ_TnzXt$~lu}|q=Q$$@Y$cff#u3YQ(&$LdvF(7?ISinr@to)uW^Odo~
zx6R6`hmRa-R5{N@&YLa5HUz%ZbQ^P(z%Ru3bE1IOo+%^g!^HF-m6=juhVoHmK2HWB
zu*cuSxN4!26#q%OVsQaU(O3-|QF-~(;>!sz*CS0?%lflp=Q#dAVSt<Y`I<}fgW0Vx
ztz`<_ooPR1E$6&o_+F~U*=A=?SX*h==?8cle1`Abvj9$aoR$Ti%pt@>ik}Hsn{};E
zXgF`)&CkOEvnYVRaPQ;k9QokFn>w8!PVZ?ZD|-%z`5b3YSGq*AHQVK4Z{#QQ5kU4+
zoxbAdPrhR`WxC(a#{kG;%9YORTa*ipcDs|UpGSz^tXu$MH?vSGe4P_O4mkdnyBr6k
zqjQ0a%)WLcott7KEQTO~^;$bvdxY2<dNr`aLn?oF+}WQuBnJ1Yf(G8xI<EnD(oNH>
zGhjaGurr$CS}6&U(f;I>R93y8APpb@nFP_oTQC7=AesX6xst;&)mkjdoE`xL<F@oM
zabr&pskz840mcL{LwTGyG`gt9o_f)~QAnABA&)Y#?BP+2Ks#6buF(A;N$dL#Q?6G3
zOB(pSaQr~%Jk+`dpSlnpEavu)B(X!Rq`ILZ`c^_Gc7YSjj7U4NvvOE5oyM#i-`(_u
z=*^vB0~OEqXWSA9zt0P2?fj_U`^v#k^EkAKLMB)s@d|skiy(eu{(CzKq!UAXRRoP6
z^R)^bT(=x&ky8S643jYonT0qCm{}z$cXtRu>aq0Hmg%bCJpFmZd3Di1MN_GDo?xX1
z>RFnrp!sY1@BOYuHR;7Ep_;reXBo7FX8|1Ex4mWt&o7njaxr8Ad5pvpX>ysYul@DA
z0#pWs%3(}yE0ou@2Ba5*T%^;}w5d1K6y%320_30#c~BsE#C*tJ7ngXN&#xV@CdlXO
z>VQTIM6!Oe0`-tj#*(L#76VygnRdM7m#7cj)d*Bc7dPrNOyF(-9$z)UEc*%`(sZVa
zU3k&Z2b6c}h|?Q|p3LizIj|!%5ki0Oupo-JF?M)9iI;z#TWJ8vHpPxXGbwb>L8^R<
zhhMgMy#r<K1@`159UV!iRF%TJeg)CS&&n`j(Y9DSD3nIoX%;dgFl;atJVC5*b{60J
z!M3bKcTm1`V;0CKRuzb)`Z6%s_$c4(K}ofBl;?e~>JO3S-z(r2QZdgW3Ca7CGJ#RA
zh<{K*oI~|Cd(aEm8e}@clut2{*Fu_y#GZ`WRnf=9mS{&3710<AtRa0-sByZ}QM4@f
zg6?Njtnqec8;aj>29vq=0kg9kPyI-BMSs<&E7prw9DwVjjU9Cnye6*V!(d>GD<aRR
z_XSCITQ4+~Pl2vIS3nk~{Z}~s3i2&BV3mUdY3S|a_jhWo9Z*0&{k{JN=}X_y5s7Lo
zR6p61USDWuhDn)gLf)YfwFB|$G)Lx)RRD4@ftv_3jVpyO5tHElEp|{nn%sLrNtf{)
zsYYb7LiymupjWePW~s<|NQM1&^5npNqoY3tmfg$V8Ey>S1{{gkv5RJYi<C!QnRSx8
zX5}J0+?1q>UEia`)WFY65I?11Fv)l2#YzU%Ou=%<+9i+U^i5RA$T>Gk%7IKd2eU<-
zG*>}jN}uhR=>5`xog&^^9|C#(&eHOZHeMr>P-p5m5s!#nGgx;gq0*(eTUcT071Q(P
z8#?O%@_+WDp260aMp5v*h%lWrC@HS6-l4KS8vGDN>_YxY@r-wY+;6m?ca5nO)|qH^
z$_A*1JZ&Xr2fq|H#$|vA<+-+#be%~Erod1zrHKlJgY661tKg}`W8^DQ-UkU|2*>m{
znHO{A@MA5dABg0p<%rmK2rqlE`bn1AfuRhd)ffk`m^&N!<k|4jhL1&J@o<Ox5Mt27
z^`~L-z+|u*_uH<(vahf}qaq}om+(pi%2IgoH1W6t>WE-<I4I5l^F`t88n|z7Mn=#N
z+vJW+dKa7d88k7%FS7XXq#WMTFD!MgTl|Z)cWFx4n7s8BmR_sh!9VR;wI7`Ybaeim
z@zVnG9siQ&KswR(pg*!kIQMsDfZEJ0^OLS6VrB`4(@PL*%L-VY-JSQ~l4X<KN&g7b
z-({U85e>$M`uP4+nF-OSvX@Gupu;4MX+%Q_thF#ZVA9~ZAfGrPNZme?vqy_p$vS5)
z8yHkBOWdKJt}CdQo2xjJ+2<sb@HBoFiOi?+>T5=gs#J$+P{X*D5l<xD#Fs0XB-Idz
zE=M}e^v@zIkQY@N>z?JU3F?=E<FVsdvOEibKGI8s<h;Dqu9ZWmp)}bZ%`Tw)f`%JN
zKQ+Y9-z2sBRa!2o(w-2r&nJf)0gDDYwm1;o43aD51@AE>vy-gHp>kJzgNS_I(JjC6
zF!<A+ktZNbtgd1{<FcQ&x@eMsz0AMkgP!R#Mymk~@MJ%jx^~a}RPck1^9c>-d8aZ;
zGs8*uO^LN<PE?|0@az}^xp$<COccag7blEzYYP-YJO$<IB?5&b<6l)*bn7ru69j#M
z8)DQ28D=QQZd47MS#1{OJV48n?bRyAS%Ee|P~Yo9=iT&7|H(|CSK>rLU}rWWbev9p
z#F#eeo1!=0KlcuGU8)IPZRiag<<!#a&If~6#TakI%b8Wq-o5<zDmUE@d9fx{($NUo
zIZ=90U`pdj#sukP1it7=nhC(f(f8)bSRg`U7eo5zPB@__8XVDSxguHYWR!t%N}xj_
z#_%^*&LK)rxK5m(%l9W9%q%sJq-iR)5S+p%xK@v+!~;1XY3!G!e4$F38~oab=F_}P
z4mZB16;IR`Lh=Tk-73lODyOx6w(42|1O&+F1?5Z&yl-*Ka<mExqdG(S4O_sIBGj9j
z#h>2BB(L@(VF!_8RV27`R+Ss9agjwtA$>~RNu>q9IOmcE(UEM^qma{-l3P>~XV`$m
z3i&|c!4|;csm;-)lcqxcs{ZQF*pWs`9Z?JM#-!x?EP@K(emBPXV&uOZ6zy-d1?vj`
zJvaPyp~DTl>)EF3%F(S!`7+=6Hw9J*6SocUiVygjvl8p$(m{2ql@q#sZ3caH!#HJU
z#DJ1e!7L`O&cfI)3mcv1j|jB}CnkrOGZ;muSt~d{<Dig&0mA6xu87J}DB507-!w$A
zWw<4n0U!`~`X^s^vT5K}q06Drb0g11jb*Y!&?kCQ&FF23@b$joX~U=!uPh78kAi<K
z`a=WC5uGIl!fufdni->;eFPy~wVqey3w@&Kk3znD!9;wUQg5sG6r4QM4uy6#VMH<1
zm<6lF6-#bRvDRw4N+5D~lJp#p>UFH|b58Fl|MfSv|5`8@<3iw6K<842PUyg9!hxZx
z(&@%e%H-w<CTDcf8EtO9jR=Z>atDL{UWSQP(Cw;5&!iY2tJUOvg0W)O2~V*j^NGU4
zCS&}pOJ6TLv>iUo_+xI=m2V{uYB-qiw>Z*}c`WLp!U=)BLH4sz47wbcm)&%zY#fy<
zIcZq2JYh0|78q`*9g_GpGR46)=A7u!*&)qY?8Rk9uf7E!()uVjqZwZK>$IcBVb;EI
zX(5e)1U8Y^jdIvyuP}V?2K>~Mz{0xk+F;as<pS9nQV?SqA^r6uzT9!<TLdG#wRFPo
z$#>kr<7;{a*cIMF3`0P}J(_C%fGRvi0B0UrD&78?-(!mS8O9#*G*TjfcO-Rlp?{V2
zKqSI3L$Vjm!;~l8WQCy?oa_D?EX5e>h^9iTJQ<gh0!2@<kF6w_&5eqlU^4Y$G2loo
zM+z*z;H6(GUAG^)5b}P@VmlKMo?@*>A4J_u5CsiHH6=T+0&_h~s_QsXIf>dOOc6jX
z7_O#o%kPTl$xr@5iD5t&Nn=sDeXa!<cgA!$e~IGhMT+W}pKf-TkmQy?%v<K#GbW+g
z3k7cc*ovy`D8EdxMmkl;)n)S@rM}=TlavFqk!G#=A-*~%#KxcwG7{9H+n8DU6#s^N
zhd|$<o}}*DA@<iXTcLc}!1~wF_c%I=Ec`O2LI@Su@MSs4qG>4{hfW8Bw9gXt^zm?-
zs23}vQ1GM0m0+O&uRe$5uZd~veut_|ir&D=qnw85lTl8lP()fpLkEIy2nuN=y6Zw-
zjXP`lDj-1y0^F)(YAy`fNq&FI7zcx(jGjzOJ+w}F%w$_!3(OR@>fx=*7})pK{G(Ml
z=M+93^YE00n>Y+;Ori@<tr6(x@`8m_*)Z6=NrB0^k-H2*Vppic<m;WZtuoC`dh84q
z`j>iM6;)x(f~SF<FBh^^!d_i_s#I*ibYYFSApt{SAmB~?zb}!x5)cHfilif;U<OU;
zWjuZKeTXaaltIwicw|;T@X=&IejQNxro(`O?&<$7UkW4YmH<MEJ6%>T(zlG?OtvLY
zu;)c|DAPqcL_b4?a<mNb2Tzw{nYyDAwI6n1nggzj<8aCC`iI`$c{ZMeqBMw1^}18O
zTRz6&Np)3n{zF(J!U6c+?VLGqnt0H5W?b2Y=@K((DOUtm=BV#9NGl6I860=z=lcjq
zAhGgm<Ri1j?_Xl1Z-dtO_m{j2p^@28L&{Ch{E{@WS+WfYar?OM72)|b0%#%95G`&#
zV|#xa{m`95{xjo^8F-6^1ZW$mi{b`p#|eDgJmI!UC{dQnOf!|ivKBZ%393dkctMbz
zf5jg}QH%*Y#y3D9jAUdhcjt6X1aYp$E6Z+85)M05pu+I=>$qOd_m3I_@phmAXG5LU
zcBqPh0uDd+W+jOWW}~uMy?$I6A!jEc`lt|+H41b)aodN%OX|UY`H*Dk9IU+|zpYVO
zzYrl%uXrhX9jZE(pwxsyLLn+9%ed!pp@%5!gwa$|sk2xu!wI27X(QpcH!B!SxYyw@
ze4&;b0?c%w-a7Feolk+l-{6MlNnj+-;cT4<xB=#$NIN2r6Mo7kjm*4lZ;;x{(QMct
z1pJwtA2wznqFR?jqfyA9_=zxS7|{%G0NF5J4>>!#<25O=33av9sLn5NUTQQ{7n!M_
zsN3Sb`cXdgrenYAhux>ymGG*E(Di1-I|w-i!x=9S-y7I+a<5BeW1LeCXM9LCm4hgR
z1}inSUj?`F04>3vs=2KF6rCUxJFU@zDyOwgash?1H)kWDqo`;daF$Hq<NGazyvZC9
zqB6#dF^mcXv^qOviFTQ?J#^|FA+oiBmX-!D#9V-I$LOqd>Cddn!jVsp<}8P&3ymm_
z_*ZN+f`Le`!;7TVt4cFrzzbH!jP*^g4ks!P9A!2H_qQ*R5X<ToL5%N}Xt^%@OHDTC
zP)m?%jZ@I9xGJw;wx@lK@?tu=U1cwIO;4L{(GM?2BrfW~?1NQ%GGWej&c>4#z|R<2
zt!S5{MjH#)zbC)67D;y%^Rq_JQtnvDk#G^Pa~A6erh#$8TRa)Gz!2HYVh##-$?P-y
zrC>vy@%z4v%zE^Qz=Hy-^?xtL9-%@dZ=Nj`2}bn1`{~iA^rmvL0s)K#<=##V;3vp?
zL-=|n3g(-uxnCrN5*7@kjWJmHIs^kNO*YEwGV8gC(-#~D2<JK~EjL6w<Y1PDlRjN*
zY3EW&8^O#`B6fu@9iS)CN&lp&sa%n+>P{&1+60#i$xxG>>A<K^l}V8a*`taDov6-9
zt2pbeT6uvY)&?Anxno!ok>n54Q5&&Z^Pchvbkn@~8uQ$GqsNQD`=lF-(1^q#9PB+A
z1%F!t5MdripvP4w0kK38hW1;5)KkS^u{|V!a#;W&M-dopRPvqawW5;x<opNyY;>h5
z83d##`zz~TavzX*2vvhuRMQlEl2zWC^f>Y03Foep&kt_-KuA_9A+3Ls<_%7!@eQ0+
zek&PEzd!?GoztB<u_nB`7$jD@gW8!%WKl0F;$+`rhypwN&dd@fB(Fo_B?yLOUogCi
zxbf04L;aG_F}t7*-qZ&*jKx16`*EfGHukGV=AX~~>~nmYE~h=<r*UmH6KZ^l1`!5W
z$tWfp_1JbQeU4R7>e>oTUt&m6MlfOl&nO#8amSY3IK`6~%#4cUbz8+-8gCz1EZ-Q7
zqjusB4lGHGRv_f6Y8)(EBEXzO*<1|DLnFPnDeW$UFGd<-hh4DqEmFw$2Uvpal~nP*
z0>t1PWLPoP_i<1^&X}Y*Bk7QtU*ekaau0>h;ktuBvrhS12Q!^&<r#eYIw=V7h6o9j
zfknU*bLh_^zy=cO1b3C{Uo@_EfU0zqCBO?&1T}_SUDNBPL)hmbmAE&4&O)!m;I3k{
zckX}EFBgbNGH<rPN|t5UGZ_uRI1(htFq%w2?W`CaZaUqCVS|A^DRoyUDXYP-J$%`g
zw`{jI=?~S%uM47G^OM<;uX+uhgqT1SR+_uyZ5ql{nY?iRf}RCKM*#Gca$8~mC$tJ<
z!Zb6|w=X7>3l^^DZ1v<Z!e$q)e!G}Z5|oO54IjF!W}a;&&uf;aO!3Cx`h(Ny|4djv
zVyq>y=M&30j#GE3TUbn2JE8%cC?GJwv6)Sxjj&fF6DBfSK3sIl0z6pD&Hgjhn&~qD
zx&CX1K=Xdw5XgI24n3^;CB92`H&<09r~cS_+W|XW`Y2^QrcY;#`1rQ^Q*X_$v7jGO
z)<yBOm4BhEt5NIs3Knu(X-nn9L4m-~r@dW_heKaz=d(Ru0S%|KyTa0VHN}VB&JFo$
zEQKkHPXLS-__N`F;ChOJa{bNrF{B;p{}kQBz68{7i9hQ1k1Q`Z+!V=NgJHEt=%eP}
z>i44cwk)8-&SZ<_T7EViZwC((&b^DLH??TlTm^+zxILMHTf9t!mcNhHa6kO)eqD<X
zasDva24Ev6fl3n5>{}qK%5^rl@aQT4u#@vuPB#y?m#uR7KG2E*ePc*(>JAbrRf!uJ
zv7bbm_P1ssR!i5E7o10d|1;1%e%Ms{;P4EvUY(`oQ$<s5bw9nkXvGI0){e`7!k35?
z#^JE|m7p>8;S5XD#XOV@z&(GOIK0OJX@AV&e0I0Xc?if{2HxBQNFIRHebXN8$bR32
zmCB*B0)SODf8a2VK={G#Z)3f44F}^LdFM5V!Y==Ym@EPuS}f?Z)-dK<YM+)+9yYv0
z<^oP~qR}E*I4qvATr=FvIu=&_jF(lcef&tP6oD*wXeirG5wZ&NNrh*AEUQ+wXehl9
zUxShf1aYf1e|lJ$SBlXDJFO`x^gz5woH}SBZRN>k@R8pVqI@ZFqlJ(}%M?){ywSLn
zGGjxX%x3BITVn?puq#@AZ{~CXk)7UPaxl5k>}MRoc)zvta#Qx48I95R18^LcBKsK}
z)~pqP6>Ko5MB{i+@ezy{sA6~+Ni?0Y*qbW+0awa0p;#W=`TgjaXqf%3>@z3BStwiT
zhZBG4;*V;l+$?rGxb?VrPazF0#4U=6r@Xq`IaW2A`&6SMGlFu9PI7TypWDS!<36FO
z>U)3{p!rl5B_I%g)|>_@wEr;TmouzcW&@x$_lEHv=JWm$z^P}vo>P=$NMW2>Yh&O_
z&p>M_3VI+B2n4Ps1jA8IzFE!k?(e}8R&0OKFrU%}Lf!W!>pjJkuU9j=3%&4*N=g=i
zKc9gu{3HMi17lE);4JFJ(!&XW!)`gm;b`X+pAT&MB@#YXJTdYxZw-jmVYnQ1#hzlZ
z?(AMaTU57Wy8a*X;gSHN60l|kbVk5U1B_Lh{RWBBkEsvmMcsrpV?LVb>_!(3K}9KC
zpRfK&jRyj$@f4OmiZyIeO{X(AggMiZ<>W$gRYbIZaMhp9MIK4PKo<N02$lg&M0Mm;
zT+Kl5)M5g%1-@M2oCh&ovHMZ6t&&-7l8X<Z?@RCb3hRK&zsjOb(RiU~<8POA8R^6g
ziKOGRI`kS{QGrysYCWM&Vn!-^O|G{Kq9UlZd&<H(cjqpKPL`&O{+#DX&h}>CUQG-|
zKyw{=AP+{mCciN|7j6g<VWufHix;AEp-eruO~W1vH=c8@L5K8Xkp3&$jGs&*KK)-M
ze;^z8qvN%EQ6eDhsRrn)oc07KtlX_+QsTkkah?1ubuHOkJELeXzhhoWdT0cK-^80`
zor1|{Q@SdKqb|NBoB(|v{DDz||B>xYn7T|3p!d!04gX&f>M_t?g?$i#wLn+pN?!Bu
z&7tlvi}~%5_ML#<o~bQ$)8&@^59V4~y%jfb_x;6nNv?hWN7i{?m9Z_=_158Zt!fq{
zz!rW~tG)2i*$n!2b8!KE+5QJp&|@C7e*OFq*YW3U3P%H=^@QSbT&kj_+TEnK0_7dC
zDCE;i4hx@)63-q3m8VO-=s63bK6pT8B!R1x?s_H$bY+p^zRF=3!YwbZ)bN{x$1%~H
z&zqngR1vW9qJ$c}Z5Y}b8mUr=0_ALoI|*NOaFb)Z%h7Uo9fC0k)?7Wc5)l$?8G}GS
zNHSLJ8<KPd(?CgUlpDbgLnN1aX59u~vu^H2ReeAa^Rai11dzwhP#$QUSu7tNL^Url
zcE_)E6{^levf&(WuZ#B;bq5<QKNLuRTE=zE6KFE28TqZz1JQkUyFT37rR#lw3Q`t6
zC4YNf<imAywK81_ydvDnb$47LnXJ`d=5Pj_70v4<F3Kw{iB=Bh+pCW&yK|jJ`{M6z
zhFyUCImX&9(=Yyw?%3sKAb)<<;@G>t0-(EJRHHpT`r1X&W`YBhZ%ak_7-}`So9}$G
znJ5^}3#n9v1r(Zq$m#{xJny~*oK^Kt$9M@s?Wzw}<(QxXSw$4~-)GY=*=yo~!Gp_W
zQiBJc^Ja13lJd!JM8i|J{*W>DoHz$m;Xd67BDCGBP3n*E;X-(B#mQy>z25y)l^N(d
zd6Y#}EnDg=R}K(rR}uiT6=FD`Utgj;84ttr3N4EYEn((yG2wnAw&T7r2vE_f@tY`G
z8j)tiaTv~Zuhi?``BHZJp0(~zTVCu>sO$IXB>=5Vbp}I1`-<+|4;q9O#*qTT`qCji
z$K*EJwkrKMk{QZH^>UfYO2c;7ALgb%$<b&kjoRFSSeLAPR}l*)th2#NphVS1Kw!es
z-W1stKE@14BbvfUvM?OBz#&yAoNjCgB9XEWE>M}uv=X2JRj2Cc=O~c34c#c3zO_-O
ztFn;Q<V1LNx);*c&?3k40t67x6q~e&O!6V+GF6U9BdC~BsS_(y(q_?(CaO>9vN1!_
zLP$6@M4P1eB{}at*P0i$ZeE}<Cgu^SH!1`Pqx;(1hv;u^655<(6+XQPw_;K#4A7<n
zqjoE4bhkS2?sq~P8hl@$<NbQDs7tdoR1$*mg2k#$Iq%l=@9TuS|Hu~E{hJL=8%+N+
zUFcP;hCbYQyWctc_pK3|&KH>3-ueMIU4z3uFchZ{R(!HHR~1OmbTLxT@=?@uJ3Jx3
zmr<OdxgQO0eb{FP>hh}0xdFj*xk--&uoO68+MNH?C#2KqO8IjE(LWz?KHUMGOev|i
zfW}EkcRz}diuyqh55WmwUo23ZY$QJZpETKBe(p*WaGM&?N%Tr$+jf=?_wINVU)>(-
z3T&i&qqbOrLexP(aN3%y-J(`ny}7qWqBO94wu^Z4lmR(<GTZC?b@E4ic0u!X!wrDX
zF8Tzd%|8NbCw=`n0W{b93Bp{QbL()^!*0Th<%<q1%fZ4Tiq@kJ>MF_4JDRd3jrYrD
zOe{btUCI62+%5yvI{IVDi<`5fYUNg@X-R9VJ;jQ_BO#==^`_Q8$!*#j7-GvwpXVI@
zm6oN?x1IC?8}ZxAEgLSi5}$3`r;F`@!ld)9-~{rLru8jVJhX62x6`g^_ql&DwX<WF
zPI|CTIY}$NgLB;u4Arue5u$xQ&Ef$6WkG6lv69k!oCDrT!+y~kcDIURcztO@HCo?r
zvX|;s4VZ9%K)GS^Y2y3TgmSa1dGm!m!yy&dQ_3)PyJI}g`6~0iuN*Bv%h2>%4B8%%
zzrKxoIw#hSa<M>N`f^~%F>iA=u91g+=-rX1nZmDY2Y5`<mw5uCRNOAeZ}}*Y*7q+-
zbTDvS=scAKo8Q14&IFyJxEM~dB7aBj@Ph588%Eo68?C?88q1Y|dK+VnNR*OI7}%YF
zIFP2D4hNJF=qzH7!=sIQ0w(vNiSJFD$OGJAkOQy;f^G_}KYX`dY^E#I)*Xhp>-sKR
zj>X$=NF%yBqo%m5CTrepr31$zUjyJufck-xZ|`w#kGB=ba<@}b&kC{bjVWz*iE~q2
z$8&LMdEl|FH#QN-&pT{eiwZ7(;R1x~y+^{edNYD;igW*^81;v2075a`!cZt^8ylc=
zC`8RqA7>7d3Oy_0Jy)>jFYRewfXop0B}j8g`xK#9$+gnWO3kh&F3gbfLa-*JcS{|s
z=kkR`zll*WBkw|iL55ux3zHE&CVORF7>@2*9vrNnpuL^6Z!<cgR2wC^{d{E4Xn4V$
z%Jo}^4v6<?Ol$sq=IxG~9y|jB2{FtmsE&Gk9K?Osf+@&?2NEyRFN^n8-brEucG0q4
zywrPur~NoMYRrt*e!Sp&gXumzhjjhx;C$D-ekvdtaN+`xBw#I^NZov*v0rfZWILGK
z|L%41Vf$x*+jo2aSs1M8L%a+1tDn$^od28iAW?JN2>P&^lzB7rRVc*Sr)vZbA`oL6
zZxw!Yh$&<m&^ttzf_TI>w)c`;z^)Nl5)ywG9sJgt1I3$cWw4GU^|>QdY;8e*mhI6!
z_dp~^b^dH*Q$dIX7aEk)t~#uPJP(>4L7g~@!i4n!;Y&Uq<)Y{tsvvWOIg4S$qv0<O
zv&N?iUvPCVCkqB=g)?U)+`?*OZC1*Z#Pn+lU@~)CN-kvVmQ$=??tfK@hoi*2clhv;
zY!NK=V4<Z^*Y<aG_tO(wy5p_4_WabJ-4q9^LlN)y^)bD@Yf}B7b!J;I@j<36djyP}
z5n$4JDlcmN;V7Y1Oy($fZ|YD%?XypGOu?7c5AHhF&x#`8*ZU)hGh$SZI=eskkub<a
z?!kQU)9%mc84>SWBm4?o)j-YX<5O?8!v@<4rOO=`Ccy8Qw@nh{S+Dr|6<a2b%5Y-<
zVwWmLeY@ZhyZ%u35?!;uQ6xV4Kwv&Y5u47Z9UQM8q2|_gT~m#V@{$K8EH}k2!Rx;{
z&5z=x2+e=tRuK(O@zBCZeyiF12?%69xnX<!u^<CFM>+^T33#+#-9JXeNoNqy=;6U8
zm^s)em_SjH#Qa7ljfpXZkWGyBVxwq;@(a2u*ab?Z%|8YTP@FReiXv-DWnXoDrSgc6
z@R3Nnl>El8&WS+?-_HUHq%41ppH$6Z5R%|Vvmlv<YS8adbkQ&lisfx9IXJUH=6&Li
zZ*V%7&FI8Wo5^cP)#IS46KTUtfB$m%!p?t}rXN%<6dDxb6&@_d?9Ybgn8!+$XL@t{
z+f9xRb&S9F-E9EL@lRX|$xzUrDIN8J#W1gcL?L4shSh)olWRIZN>ElPkdO)_O9H2M
zAZQ)Bz#p*#{;lhW0a0nxI4Jw?qiu3D&iEyKQzTtPlXvj2Vs4c)A6AN?(tXOkZJ;E0
z!1>6fHBmfJDaCeAGeE{U^JHmxn``!}<A}Gg!$wKfLlJT2=Q5KFvixNa_h6<LAl8m-
z=8A$ywDF;qC>d?LPXwm&-k_9xL;}LvH%1UMyq+@<wvK)WWdS9?!fki9zLBc8814~&
zN&b8P>%TAKsA<&^fI;qo%AtQ}f-S`sdBa-iQ&c}!jAiG$XF-;}xMJ|LOCS9mVagn5
z9TQdu87mZ_O^^P9K_mh9r-jA4k|??M*W{&9rRte-llo?<=z^jzZ~0~0U8KKc@`Eb}
z@q*XRt)3$k+wz>!SKFml2<uuggMPw{X?(r%hM-?W`YxZn8mD689%%)m0Br$olK?$t
zt_uj-;ac)ow0>*P=h~}FdWZTPE_lQMYsKE5@c^6Ybx%>Y2(h?DfP#SYx2fWr4-f&y
z$KlJ?g&Yi`7t2i#pYWm#G+{7*v+;807!%k~l#|0C&QhC!w#&-Xl4Fq%w;+xaBO*gs
zEM_h7K$fb$YOxrvV%R}$UA|n*($D_x4Nl8mSs!HPwo|L(u{HRjpcQD9>yZ$F%%YSo
zNcW0ovKNIXSCD1J`GL+~S*IBr${-kKg9@qB_i9z?MB4^}#j8@#TAz=W-Av#R*fbl{
zp~R@GUWs`#t$pkoE^LyC1XRurLj=A0TN1NLe@rw!X0!kjuowuyYwqQ@862kr>4O)D
z8@*=|c&i@>F^<B@7ccouRR2d9`Zt*7MnXA?3td`!D1<Cp1e4W3VZYp$`z=wd?}$~l
z0hf`IAf16|B)QiY*LTol@6`;##<VBFUKzr4CONKVr`28_MG+S}=T93d%M7{)>0t6J
zk2<BP?O5HQKvjK^`=q6mR}xw*(Jbd%Few-v;Ykz!!Hd!;pmrN-3_P#V^vj!2fJ+b4
z9i|<HzIg=gHDB8J@=p=>Gd2-026g;P{G}36`bP$d3`GQ|3)LV2W2Le5PA03zxy14z
zEygs53Pxrq4NSuXjeKi_w;~=u3}p{hve=4LO@cgG%-OTVsGrdS?rv<c@HSW>a9mVz
z^YyHMqYF9)Z<RS;Na}dFAc8^yZymgywZ%S_=q|;w<<*0a2_%VmKcicp78_(}V18#9
zfxDoTLV=|Dj9sw{c>$6j<W0%zQ&j%fklUaZI^U8J4!#7U7}2c#JswhNM|~sTMgLpH
z-H7<k*r5*odki@?@ZPD94T}q*WztEYG2pO5g|&kMqX0d+h@CkQ3L0fljT=oDB<4=`
zN0f?QgJucx4ASjqmdi9c-HBPK*NqIk+{%YZ!^`+0TgXj2SsA`|g&>z{{mL)F5D$*2
z*uHNb0WF!&ny4Nc8PIT5y6jPj3#>0m@Gn*)VC>%NE*kV^M<4i4Xa_gvQTaJgO6%=G
zZ5vnYd_8W;njiV<y@SNFldY4aG+@q^{v-L%Q9QeJNMe9z<c-J7`0uc2WDN%O>UdSS
z4uX`@V4)fvNbVRiRiO?7Jp`GkE)Y(Sj)0wdJKIcG3Spy}ccHGq&!kC3V?%$+l1-~~
zEH<GNAC<d)U~&fmR@r^JX7|n((>ELcHD(s6$jftTeS9>5)J^ti)KmIO;kTPX^TOWu
znRgpUYK;lV)%d93jFl%=27I$Y5hJtgvpRiU;xnvuFDhfqx9*{r=fswlX7z6r(LKi#
z5Ll}NY1=5j%<1`EJdO@OyPiSRVu%{4v;UUb&<g(HQVays1cu7#(w6q$DF!3z8*dW?
z;ePz~?G+35sQ(^v@Kroqcm#>O%nMAR(eS;kaawx;_RUz|0>ETfk5CJ6McxJOt%Rm3
zBiun#1Wv_IGq6%jzl8=jm6mBBEY0Ab1_!SW^>UFOvVeRD+MX|ud{F|bU!N<G<%1wF
zU%~>;X;g4ZE5tkHe1PUIZI=b9Ow=Xac5?kC@)dv5Ff?Q_Dll@(VE-mg{}<NaFHY=u
z`eh7y3Qq3&9w{E!ZWQWIP@ekw5teeIGp6=g8ms!Si~?BVWam-?gkPA|-(JZ_srv~|
zDuh6+EoTW1Pj=C;*f-3uCJTTz=!2M7s*VQaW!kb{@GfQklm#9zIlrePS*{XE3h}60
zV_||7z(ns#kYz_cq#u6>bd`2Q|A||NP$`W3p_#s}lpfh(^_b(wW==s1(umr>zyARO
zsk5|yG>pgZQiK?9lD>mE#q0D1DM~0&eR#g8m%bm-Q|ZZlU3*ZGC(GyYBrr2&Y&05c
zK(}CrU`S#-+L{b-6T2Y0-<a&SkQ5$B%aKV5zE|qP-HPwn79h=b{pP0|BR~;p0+i+r
zHIh5}@fP#;DQ|8lzrk~zw+rJXVh$cFCIsu0WED3WEB%03=D10C;Xvzeg=>}agG4dO
ziM(t;MigTT--jjaX~yyVZ}9wI5R<2ad18Toje(#W^ZZnX@&cxF0Xe1+S)bfzOf;FF
zR_=80Yc3NwBYn1%4DF1;DWbHpB>`S@cSaQhd5kYouF1i+MhFS2spOan3?E~c@qtfB
z(Jg4YP&ziPRDm?SA*;lUt5JyA0bD$<Z7YJ_!WF)69?QJL&_`P2Nj>nVGLyHlU-%6F
z?Vq9o<kUam_un%oK$hvkgh+lVSxo9o^c9g<E{AM2qB7$qFCsvPLX+W2?xkfirZj>`
zyi=02gZT;jXingKj&3fYRnAdFhkvQ$6d=v1_D1KuG7&HGq3^fob;N|5(g~09rWz0p
z<|)R+sM)o{t5%l?fana$8#wQ5SS91rHwhBmRcYzJOo}}SM_YVX&W8KZ^Y)X}dz8mP
z@@@U&sdU)nNdeYj*1r?Gz%=-W88Z+(T4RvXILlKk;D_IDHLrYiz=Jt$Nee@r6*urx
z(ikQut64C*J;MjV&nrQeA~TEj)gF2x1DMQY*f;d?xK{{#)|ss0*cg7YzF%ET-}cgq
zO@T}?P)$_7U`yYuVB}0s$NZ%SpQ&84TV~ETQQgLV*Qhu&wE$9)v!EloXa6Qw?;9f5
z9O0Geg)VYFGRrD)W{?2QeAf^1a;kjR6UJu&^bc98FW744DW*w4{F^!w0Ut^eKz+6S
zbgY2J)eV>#j$!+kRE0&jleIsA>Sag*R#oxI-Pm_&WxVDE{a-MpRlB47Vt|#1&lm%1
zbN)%?#NubKg22u0f_}t0rCkr{W|b(sBUI4L?Y{3!>aTrr0ZW#|zL_4kaz5OCq<yv0
z3&8-4og2vtZRH<fq(8Is^3QE!-U&h2q}WbHmI=m56*k}giIhHDk^UM(o-@M{-WdNh
z#wgMA23d?=WfETyqN*oJN{P};`U3`H%mPYe*Bt!*lJS=&c+%yUtiJOmD4;H7NFi);
zmbm@|#f#GCS(4I5;c}T&);an_0#_oXricVFr3zAB1H=xz6Hy32)g4l|WKem<luyWT
zhH{?My9?!r+^YOM1j-279D1F4&MLh@h)yMHqyvV7%-{3V^FT<90k~$cf6uZ{N?R1e
zt`Q;(P7i!bFG*to2qtE`<m8DxDtk|Vm6wW9NnxfE*fEC?x;R#jX;l7bxdlI4UVDOd
zUeLw?hL6$)!CuqG{a0dN^tYb%u~?3a1~Y6eP6z`^QW4mfxNr({WhlbtSxiBGhpf~!
zV7753P9-ov_H`01t&!*G<k*(0{#wxQu6I{OF%Nh1OV~eC%QN@)e;qA;cM$ck5(TH5
z*zV@jxEn+DXc5=Go+9a~`c?G`HhB=6hy#;TpVEe{*D#ShvA~bqh8m0ow6&1E4oTZI
ztxMW?J42Y;J{+P|%l1sHlU))rmHvy>Td7xj6-u2YC1*)xk-VSEl(XWfHklZd`q$D7
zzI)&#(5ZK}H7U{BtFKFfmXw}ES+A=!*n9U&g^w36X6oc0e*mrJtXnlAjN|NS*Y8Dt
zI~i>j>-j8=!~VrUdJOtS(Enc}zN-l{@7eDL2MbG+7g;x>BH^xp4nq_22R}TE1iR~M
zb2rt0wey}|1FgG?rE_&|E_^^l7m%ga<1&RlvKxrA*{?rhGQSaf(02gsqtS{>AKb2+
z{+C$qX+>;;PoWLvV?_4e=0+CC^$s*wS7QNvc1^7M=YV9`u(fRnhdDc=^7W5&iSzMe
zDrYHBIxE)V*53|(82Kn&7F~4?g;6P$oy4}ffA3jQ)1tHo$g*L{EDcu=iS9Q?d=Dw}
z_Zp~FYQ%&>A6dRPm=0S+FXr&>0=s~V*S)<0dW*B^n(U{QK!i+QS(y_kl)G5bbROB*
zHZ@Uj-yT<exa}3Yxi}2aPXzD4mj8^(feV!w#r2+*Z!g3M1MME(GcX^$K93n%{U9MG
zP`QXdBqZxj{AK|;Jj#${)NJ)L@UvDTNqDsnBBOPJ5-VtG9AdtI{QE#PSut*POli}=
zVW}6Jv9^ifO@eF`3`5Y8IHZCHK9UeR;!-LF2S}TP2_fh@BYr^)`X&W8_9^eF_Fmg2
z=;SK}-^;>WjAac$09*X7hj-Kgebgln^FVBl@%^Ku(eCBQb@-z-`Fwt{c3FePVNi-<
z$4Mh7c!lq^a+;GM&}7QBV(Dh`6BKA~b?r?a@$Ylm#&uZ*eP5M@$6_%H{2mFQ_7d-I
zBpJ`OY>Szh<5wdVb=R64klly)tJe1!iTw+U!`aH#x9Mk|6FxSpT^LFHVbe|g^>q)B
z7hG~iHq!>0)NgNd4Fmds`(|rc-529o`-b$yd6-E6?vvm3y-HI6yfdH=2uiWJPXbuj
z{}lCp<FenwMz{hx*Q=woyEtFJnf?6Lzv<VB%O&O00~o*l8tr2{^!)XdXF@dLc%fo#
z=%M}}uJl36jm7ZbpHwVR!fN?`0f^c*pB_Y@kk73C2GYJY4=JPkD+=535@$u_)OL*L
z^^IgQ)Ap*6hGtcr0|0VfYOu#-v^fOelb1kcoO!Ynpmc71Zg4ELFicc$bU+N>U%)yl
zG<uy5AYPaFpvyqV7^A6oJoM&*q|0--g$`i(sViN!Oxz*FN?W@7B+OqDf_Y66Z!*{1
z$DP|v<gyca2|z@~9@SV}1)EY!%V7x|iP;`7P;U^Qm}pQ;CtWA-!tbhKIZ1(nC3dwn
zp%2WkL~Hm%;Q;OHU5-Av+#XKQ+GUCqF|K6>%eMeq(!%-f%*k>@<t-ta`lV01m&4&@
z%>S1fIs03UL_j#Mm<wAd11eD+YLqonP{U&ei=Vc}BE%vLy)BzQJUF&~uG?G(AoQ#^
zg+kl<1C-Q{jnRhyJvA7Mxu_zeD92z50I@H-JcxbdI-UOcVc_0j=Aw`+<XhOxL0Ggy
zOSY0P08_v|UvNA;9p*R>o_J%ak(3BPyM0z}TLEd$(RBbwA0vi~<YGGmaudhFY&nOE
zU4BUkHiz?3EfweSIhW@2KUy7YOQyl^IdKDH74RV}J5DYSJ+yL|j*YmxkNo@~*6Mhb
zYI(CxoXje3r#Eo1a+3+vz0z6ygiq=T0kYTtq1=7y<H7wlpRD8)T={S=9Eb7w2{@F_
z;MdoMdpl!!{i_avLR?oPQSe%Y|FtF7z}`w|=&_vo>jt7P+dVbmzq(>qF|*?TXj8>V
z3#G<dk>41QevBDK`O;=<#*j3nVNQ|eVcI(d7cZBDRi=xOvo|WBCl*spoKzN6#e9jm
zSy25<AvTo{qn{!<mLU~<wTo=15?p74R@_aa9#k${Yhou<mnqP$Ufu-Yfv|WiE75r;
z(EDX-F|mh(oM6|Sg1#qh7RY%Ie~%wulwS~H4f<7NH<!#ZHGH+3&1M|86o!>s(jv`I
z)<1B|H2jMP{7vI}i6J184eBNI_pb$01MZjWGgbDF*XQPkupIz;Iq(s^oE@!HRi4iA
zFhHsLgFj0wmh3k0dBp<uvA$2-|3sCj#|mrr{ouFAlI5D>`xq|QfxUNRgz5mN^;wcS
z2J3j#m>jmw2v3gqxQq<}`m$@Wzuln*<ztQ(09pe?UqH^?oyc`j6=1TQry^{2QC+^+
z&XfkMVBtG6rMdnT8chwwFhc}HKuFcd-Gu|p?Z)nKE;GnqJf0~x*{sr#8Yvus2#n#e
zTei`^322se2prTb<K;Z|kbSNb4><M<2DC+7Hx9FP>D$jKuCn|+czf<jOK<+_Wt}RN
z9Qs%MH1R+2)5#h#g}>sb$Ev@R!vMWl{+V99XZqfdPNj<Wss#<O^|V%0+-5*i65wZ?
zR@;UFF!=?5r%_se(6S}}ZTffIwCuM&#N|-_;eS-EPU``k!2eXODsag>|GlwCT5-#X
z7~x}Cp}NgnG2rHDwKrW7N~~%ApxchZ)pWP@SoHd+AOXtIL7xVzV@cDsp`pBd%x~22
z>4q$Q45enHx#}H2ya!rY%Y&#|t}-PSd|~F+v9|GMWU@ZDrmQsoltXX=Oh;&+x3_?D
zYu8_6)8g+M0jP3sYMlFl6Z3FFbzTvL+cERUs)I2X^L`0d*rt2#PE>8>seJ9zGgg!7
zVE@Du?uUsi9JWf*by@~zM8d-o=IKv2j?)6H+01!S{gW}%c+C`_YBESBG58gw@v%D5
z>-feF*fXRA2pBS)J}~4uFbC$b%$WBODf-Z`l<JWD#Ai^esK_AF1@~xCWB~0Mm{%V#
z-LEzmct=y^sjm%kfn-m?iJ9aXS#Tmz4PgyUtV?>U!MU_$J2LWr_UkI||D27x@)qve
z^=Xs0+T5B;isyRo{J33j4?Igf*w1cBWyDtC(aVraPp_J%2wHxf;;g^-$&^*AxI#Yz
zS2{eM7A?QN-E#>r<=*?b{Qu{vhmS?izZo@WJ!n;<*-TtBE)&2rE{ksq<~{>neDn8z
z;r;%3wRP8m{m({ht9c8|aJ$Oa|2tF1>_4|;Md@6B7vTDxj`MQ+-q+8YWtjTvjp=Ih
zynCDWdQbNQo;?EG&{^wmn_6T2OZFUxrLxJx9)s<<MQ$2zmln9KxG9>}GO^p`rpNJ@
zKh7Ha9Fy$=_U3Lnf|GyHr5o2cbp5M~>d!2ir?sHDYJt3Z6YuP5p}DK>-}sfhY|;8t
z8!Q()yYRi;x9{umRaexe9?ZV8to(AqI!^bZ=5YSd51f;#&OG9Zoh`n|=6G@28Q&Ad
zek$jh&$h6zl;vF(-5Fl+_mHT(1()Hxn^^{@*6A$@Gx-ysEz1<oe&^d6rD&ttgxSBo
zEt+mq6ti1k<1znZJMMGxi8|g=TWM|z%;dn!gg{MM;K7mDs3p!H9bbkpXv)^*SGwO&
zeR62;49(Qr;Va%(pYocj)TsHzNi_mE)9Cm+!e!yARp(~RZ>?Nt=XT<bg#MM|2UeQt
z^s$8GE3Vwnt$ecfY`<9NV(*Nsn`!SZ1y4OF6n|@D>y-BsrgCX`hrY<!c&jkwtcdq-
zi|V?d-R_xz6QWi9b%BvP338<a8m0Eu^Ff(U`067&&b^7L-1Z`7fnJt!pv=Nc%K~k0
z9k#Yzq$8@`C9y={NXNPji?99fUeJ1T=Tcr-@qY;`Sgx$yVfHBG&XZMhH!jPtb`v;z
zaHYRyyU86juX{-?k1zZ_+wF6>=<(^}X~n9B5A!A+^sC(rI%n643%uq*l@}Z38>PfL
zIpkmzw{gv@vy05Gs;>VO$iy|VJ(*=*>8VIv&7I;Wr)p@OVzS&`I;X|uh%cArcDEV7
z{cl(pCMUb_=&=}XS=n)$?b5>s88>z3w91Oi*e<Z^vh1SNyNPcOnTrEs=?GS9VS*i6
z%7F^IZI(V~+3X^-b*c+@ELXGI4bOLNa|{dG)O#HZv+fltos9JUDIOu`C%j5{uGOU`
z4&S+b%MANW+cYzHlzzUGs!TFj(0eH;`JK*`Pk(_2GI4<KQD3qJLM?$(o$AvZAFb)!
z9aLZ{9ri3(>yN(3#uMo=-XHxEz2llriMihpa-Mvt(9_S8J2Az*)h6`Nv^^TubEG$}
z%<K{hiV${;fBbIRu4fzh=5I+`9>_NJhix~oxw7&wc*8#IHdIvJWPRYM%O|CE#^#R>
zKm4)4A=v8DqZ#u>nbuUstvWbiC*P!p$<LL#7HoWc>XOaQK1rA0MOw<+HLjlcdE}|H
zh}7e6K^=VCic4<EdU)PF1RN6;fCU=1cs$D&(wjAfX>EXA-3sNaUr!vbv({Tu5~i#O
z9I99~D@HIgDN0AO<d4wl?yQpQMQ?PPcBeI#J-qW~UCmFGZ}VJ%#)~k6D+@2+E_7g`
zfl;%zc+5BxdO_m#2hOO{_dDvASWKF{N256@XS0I)^dotDvV&)6=PmDiHf#B+OTlYv
zy9&YQNP*5UgN#OFrG!#8E)&TJ3|Z{Bg2nZg-P!M3)|_5j?ChAVxMXT!0Q>Ce6AoFw
z*IyXxDZZV1^J0|+tuN%PC(gO*so0mQo+Tf9b?$dNV8^oM2_uSA(Hx$3b;YC$7Odfc
zR~%(Sb6qzYe(}Ai+~J|Cxk9Hkx9Nh3AIF^-))2$8K!ux6_$Jl`GR@L9^t-I5v*b?a
zFMq*2waP^GtV=eq`-Z{&PPDwdtUxS#Cs)Cv1uUj@EQbwd*BqOvm|oi}yj(=XE#}dl
z2@4(^vkVTJ#dIhC`1&0!8u5z)=A^x^Xcl>{^ThRD1mwKiB};z(-@WWu^kSEzA`C#_
M>FVdQ&MBb@0P02R0RR91
literal 0
HcmV?d00001
diff --git a/log/zPythonScripteTest/err_n_plots/IterPlot__Vp_Vp__fwi_FWISO_iterate_m_allshots_5_5.png b/log/zPythonScripteTest/err_n_plots/IterPlot__Vp_Vp__fwi_FWISO_iterate_m_allshots_5_5.png
new file mode 100644
index 0000000000000000000000000000000000000000..f255e4a310a86f4f5ef47e6605494266afff7a20
GIT binary patch
literal 38888
zcmaHS1yCK$x-G<k;6Vey-DN{?0vmUC2<{NvEkQQ!Zo%E%6Wj^z5ZvAU4J7BB`(Jrg
zP(@8KJ=6X9T5J5JC57N&v0<U0px{M>!Lm?L&y<1RA8(!kSAH-gW<f#4mWY5q$vY<P
zB|9X|jg8-jW=`){1<x*j-I<v(4S?(D^#1)7remtIQN%Mg0?JDog%5v8BCUyH^|i=?
zG#?*1LG}yb&4G8i>dLy`;A@NFicMGS=+q1ZukRQPrd<Z-o3Qu#3(dF|hwjU4gzD=f
zifuPGxt&8mhU;AIM_`yXMjCvEiLKWw_Dto`;=k+SOGe9|7e-zg;Lukp7#bB6to&Hx
z-O7TNlw)E4mdcL!J=-@;684MbOJD;CA9TR)CXnb+d0d0SRl?}0?usyv#)B${z8YSq
z>B^uJPL_scNxFRZrhARFTe|Y5CTKV77*dA9gUj*W@TZg<KQtj9uuS-?=LAqtp2FX}
zkf5M=Gk@~Ffr7#xX=jv|Vp#||lre;g4p509%(0Q6>1hpw7fcotgj6R8Mr6g`LRxUc
zY15*qvpfvnq@%->q7hB!Rupyj5(t2w*7%J70tyPrm>vl@ZU{5x8)zsfF!oz-;F*LH
z)M2jVVhA%PRq-<320sn^q}mvl=g^;J7BcIwk3g+<9(*Li5g++E5t&$lgfhvH5ymJc
zXdyTw_}e*bt^`=f^Yj02_3TE$=V8t0-NdkGD?{<n!@B560(MlqNlu<RQB6L~ti~bT
z0X$y>--M-dvZ4rOd}JaPmFMw3RptHvym*l^DUJ#bjSzDyy;(zw)Al%vMB`0v`|Zxp
z6LA<z8d9v^u+L^0acq(kvWsvkS{YYx6=zm2y~nv}gnDDC9jOcg!#0J=mtyUIctZZ`
zN&j#ANZ3^=%qnuzNtfn9kzV1Y9ZwX|ozalViER!~w89btB}AY|4~ZQs)c%UX!=qqE
z8^4zRy4DR1$2VH}@e7G-os6YHCWjA;k~x%W2^f9|EdkDt4g7TQ@UQ-Fo9l^!W>ka8
z^}AOiwN+p=eR|sDCg18e$ol7_CRDQ&6=zG@HOLxmo3P~X1|q8DA;RQFMVF&!5srji
zQhkl-`C*p~ubNuTE+o?U?eiF~ZyVh84__)7WaR&8{=aWQN)jXDAUfCRDj2cZ8$D&1
zeP0ThjgW~5)DP-K=t6<lC8<u;LiBBdvvn0uz?Esm-ZxnvgXcE?G{%gdsi%2`vPmiV
zp5j;s9`3uza2&P?v1QS`sF61f7CphqC(q;oiMIaV*{>em`F}g)zpfZ86<9T4f=?3P
zL%5UAI1E;=6o1oX=4T$AArqYMvO#87WN6eVgPnz1LP>Ms?aUM=lw9b&m)wR<?>u&e
zI*BEhvP~I6t1^9Imf3plmF9BE_)HJCbBM%PmgBu$<}s}U{*JKMvwwtIWZo|7V*qpB
zpWN;?+%Hyu<+;Cit%S~F)~4*ZU&bPC(2%9$soSmlU<CCk-&jB04WZ4E#8Hu#=LJ(K
zTBuh#N|cJSn9Z?Ux}zblt+5%VSgDiF#-ct38?P+|E$v6UWyshAUE}4aQc+FUt>;50
z5To55A&1>5THWA2w6bcH6=T;=!6S4O9cH<5+@#xA&#<+AxmMxoT!3ckPOG%bXJWz|
zvWJr?g~UJb3S|V!B`m?XB@7SCr!!G2goN(31u;YTrW(afU95feyv+GYT|Y4$SH#)*
zo|1eoZe;2%XaiB>Yg=1686w@CL$Tj%W#E)mkcGP6`>=seC)DsB4(lm8I$j!&M~l~&
zG%`APD9A~6%cI)BJRTK<`P-|r!rV;>aFrdrrQ{9y{J7zuYNg$*1>yE&joH-j9n)g-
z?o-N2ADoW75VEFg{75!$CpS!toNRL*CtgkA_h@s^Tqf<?Qv1CCh|yO0Szk=aMay!w
z#O#K9Z4d+&?xe+Pn_=2SE9U18U=Jia;EL2uC&Liu4L5Sr;qq(NdB>C?G%e@45j!rz
z1jk;8{T^(h``K1bD&3_X8ZtZ{%Wp`Uo2-w^`B*c@UF3y<tD;8JULXxeq`zJ)?Vii&
zE~kNQhltjDRmBO4NSC$uri1-1uB)kLO_HC+@a5JSz5K@#+uu9(G;8z<DUHQzb&CZV
z+et*Aa_{Wtw0HHp&Ip@_*GakyXSMPPQ!>(h$LHDd097vdZ}WnTPjt00Wod%QqUef0
zPC`e~xfaMC8{~s+26_YKsUy+Kzc|2utui^whNG<ygouj5YB?`Wq_?`Ruov%0vR#DG
zsM(_o6M3{~A1*Z|xZiB*j()hEH3i$ADHy8T{;bs-aoatr!E@U!a#Wwo^@ns<?^TfE
zdR#fQ4Cl!ipUn3A;%0OkBLK1W_4L5ONOZg0!E%1q(qq>!TBRa3Q}8DNzjK95Sefp|
z0#)(#$>Im+CaZV5GgWQB0v7mvaVD~CZsh%U>W5nBH#jint3LniRooM~{yj|oSRK+U
za*|3vFHsUYFLfXea;`Y890&I%*r>Xi5-x;YZVi1<X>_DPM#I2x-B2S-Ww!#CXlh_%
zT;84xlr(W4Y#A<;l!PA4)m_x%-K`DI(s6H@3RRjIjzA*=g$`J~j0|r)jUNWtt=edy
zH+r0g?zRJiW8Jkh3Nlkgl|b*V3@65Yb?O4gqap!r^F8xe&r5Z?DEF5T`b4-rTeF*g
zka~2A%8JLGi-Fv+(lfgsS8p(YQ8b&#{Nu59dP2zQ=<L_GZs12W9eaK=o{aQG7w@19
zW98tgO)Yybr*PSUnVrXeKisrksKq@{QE{w#-MG_NrXwQn%_=<<%-(OkjH5?*@sy}<
z;yIn7^i{y8*Y8iZcLaPV>8vykvgqdZvc*4`7goDmNY*SmYip)_@{pI8KWuThb=VdN
z(eIlaa(rNVps|FXP9$QUCKXA;7_|~n(38y-j0YFVA)cQ#6JxBP&w_e4>bV+wYY&Ze
zgC{o!+O>o7T0(Kkps2#_uzjT1A}U3=3_bCrWD|Q~F9)wH)^#vFI1T1AX)xoz2oc$b
zapAFl>|^{On=z*pz!yp5Mx1K#m2_%tWi?*OI9Gu+Av^@v)6Dy0y!g3`a!E0fP|Q%G
zQk9Ft9>*v~%0z#G7oI%re4`TwaxkXmLXBm7*-Sw(Cl{y@ivl<jjz#XP5)YSPNQ$HN
z^`sO#WAggz7mxPyEHSc;cPev2+%M5%G)x>2=&QHG;jxH&c$MU_KdHmu2jNyby(-qY
zxh=uOd}=nDmorOnhwJ1hkZF`_MGKVkrt3{7c00ghd2)HFkUeiyN;8h&E}Fd=v=2^T
zEkbJz%X=ZJ|J+T8ZbK?D^RV9zM`v6pq~-2p!MKGooXHd_<zqoJdQ9c3>id?P`fLbD
zE2A2$P)}_Rxp)dQJ6c=Q`Anmudi>@Y=Rrp-4?f{+HK`Q#T28fO^2ng{6glmDwVOlz
z&MSOD_lUMKe|?_w&z-AZ`93U%%P#lX7kmfb^=BOD_&p>{De`>Z>O%0@nR*t|6c~MI
ze4hF4%^P#HSvRFyBkNK5Q6#0V%d&Y`Px(B0^_BR6paek+foV5gj_1?WFT*f1i%MWt
zV>^|OGJHhv+}m-)L^a~jJ6B^#G3W{PZOg$;>=7R@`aZ^NMMPZ_<xMZS_3uh!68mT;
zI7}Am56Ih}|Kdl)vb+5~Z4<LQRd>;ZmCE8K@nzqyub`j?d3aNXzuw_OAAWngJgz$E
zE^9?YcEPd&>Z#x*b-rt$W{_JEdSG*`F&E>=H+}np!^8MTjKWh>_&bT-Sy-he1kC)9
zfwnVw;IU&iTRnd;qz(q_>-z<L0JR$`h{YVgwiJx<h=<+&Rn9;1uM_@aHp^`~LM|!+
z>%PT!(rb!GiXuXoU_D{<!1oK0GB*3nwz9gKTi?lKcA^`3ZL5j{>B%rgAAy^?%C`EB
zhE5vCY=*PTWqDkWItFVNRepP1dGPQwq!D}qqoKL6+l#9ip+Y@55VP&p$bCBlzrPXi
zc1(se2@k^o@b9Z-BQfCbPJS<H&NkEx4n=^}9PUn14>Io`&OO|?21s8M8%#i6eKSt=
z-ly8KA|RQB?(J`qO^a3fbvhbT550S%app?32NzYeD`sl|_ioLq&VV|5rWEuh=bN`k
zdJK|ZRNj{Q5;Dn}J%c`0A8`Xo%Y-_tAjp7JFDpUSEsA`+S3?*6gsiyFCkNY9B<6M`
zX!GrO6iS6)lwJ#nE%!<UZ@>b9TXwy?xOf;M>e$A(bV|yqBWZ0>$oHXaE{<ZG&7~LS
zVBj(elHzgnZG;Z>S1M3AZFi<iwRiR$xUY6N=p=pO24uAG9<Jy<%$C{EA>(rAPEJLJ
z!j5fMetPVbd55gJ5Vof?n2_Brm&&&e+(f}mE)HT23&k1@e1r){_l7*pTWRRjqbAk+
z_3QOFaxjSjfp8W#<32I2Hl!R+P1*OZ^1_}-A=L04XNq|7J~qcH*PE7R?%mCMu)Ip$
zZsWuC8Bb1g!&M-z1jbaU)eb*m%h7=4-Fbz8=~JS;DZ)708l@p>`2AWh_cavMFKWXS
z_c@^6(5%tPNryRH8+T=^@oT#8*0eOQ3bEds_e9t=I7}{F{OG&jI<yYmPp-G$`|Whv
z5rZq?Hip2KIe*~pHXSZ>KJc3s^J$mgRUWVQXf5(6u>#G+h^*Fh6eccv)a@SK<YQe3
zUdVi3P(yR8cSe?4Y=QGqmtmvPM#^>hDAAe|7Ud}pXl#JjoOj<5C@O5X+C9*)-@e*N
zxjg59Gwi=DtarYNq2ch)726omY^qQC!q+j`Vh^4y#%207cM8LTl)YC+21;kdtm0Hq
zr&7p}mCUC6C3;d*dT?TPj{rNGNW$g*0$Y7uOEiU2wU6qZw(YmDmleCs#Zwp*H7jw<
zW+Q>}m3@k52JB7gc#%?yhNk*i5xjh((qYIe(h^lgG5*+~bYlH<!C-QK_kv-~>KS$U
z6%ggxFLBVeZpIvm0yX};TOFLyOum_#dSrrpr#695c@zS!=pft83m%oXYF<By6~78)
zJeJn~b-Eb#*Jq9=i0%>Oc?P}0Sbb_^VkFHi>g69fBqom~)?Z+_i1E=ifq99t*epf*
zsGB%d92ws{QYT&G7L(LF!M6t~bCWkRr2JD<?#D(HmIg~xgByJsU(_76EcjE9AY)Wf
z)Jhv2%^q=mXQ04-pbQ)lVxC~Ows`vcAD@CP$MteaV}~7IV~0r1t$n@cG)2_v&U78#
zh2yAWla2I@3C|&T?tu7rHd-J82G%eq+B(Np5)3J$9mUIMPbKHS&BmGQZ{V%T0Yi|<
z=wh?rDe{Ye8nUA#I>Gi@vZo2f-QuSHzHHUyXj<!<+xMh}&(53Pov~f{HnvAelYCF0
zZWqMOLkc(1vlR6w5zjOmrp>^MlYE{>N`&@RF!@&$osRlfOGY?8Ie$DaW-S4nRH*1n
zPdo;DUgpWzD9?nukr4-JCjHfOnO2N2Rvi1VlU>ze1Oiz7Ch1;_fd;yUq@#Y{32B<=
zjkmpX4htH}RXY5HDb#pVy8W90Cqp-?eNGM=10|20Rg98(Vczs~iRE<IPrthhft3dP
zz3&>Afpqrb+#BcX`MpD-O&5b2<*sd=MRd*bDk^nmqw9M&=i?4rBh9Y77e_0;5|})V
zKGmP7p975`{PxZY>*BGn{@O@qgwsj>`aps6Ua*tHqMZ}a46jl4WZon$-t9yy@t9Go
zR66dZcbICq=-x}YyYA<q3Uw>wE1HSdXopI<ZCD~UA%}XPDak8Y78Ea>-}ej1r6#%0
zmeB4_)`&L{K6OUMhZlZ}xrOSgs;ahoh=c6=wQaf#hWEGmJc~EW$7}E1Pa1L#?(f#D
zqy6xb&wC5-(9zemoR7RCTijO({Gy6go3_HcvK16*Zx$ChHMqauctX!lQ&K6K5vN<}
zhBmLTX!+B9NWC7sLu}*&6A4A7dMx;(@jGLnuhXeDFI5apaB`pR<>$jssyjSr;nfx!
z4h>ps^gqtJhhhU08d98~WQe=l21(=~XLF%i*I=?JSqkGa;)ObLAX~)-_0{GInpt%4
z`0NL_T^hprlk>p)oAe_fds5NRuwUo8do<nzpb8@TccFURwrs5V$|5iQI8L!=A}`9H
zK072Dg=~%lO4VIF6klJ92-)w=q*YdK#)YrNs&g(awcO=eE|#0m+CSW<Y*cdiJOVqO
zS~1irvEuc2*D<(E)}Kd@kD<AI;dfG1J&TTkd8VOQ4LE{0RLUu(SWQkZpoglQK<gCD
z^D1pj5(-fL;AEz%q4C(eE2-bZUzw+J&%2)m!a;J&t+ygbOxK=071ztGW^V57%bzP<
z@R3?}dm~<uiJ}cBZKa}o()15p%tOR3XWM*WJ3ILItQMxKno5(U?sw>flz6||qzViM
zRK>wLsrF_zaBsOACx?a3h|+<ALfI1h^2;wK6R<yoqL3M`lG}?ce1{@mCRifZ(<w=`
zPi`p6Ol~<~w^@8_qkW`C&vqpp%(aWnBn$1}8)c9wt5C2j#t6a6b6Qq8eN8~glBIg4
z?L=ww$tGw-PIrBL?lvk)sLhPTWDF9)+z9_gB*A`hlR96+H!}R2Sp-%NT{vh%Dkh}2
zh*XTU{yv`Geaic&tx}7oWQG^4QU3+aXwm}L-)ODZq^@@()g$~mN5i<6-u^*Fxh{Xk
zt|=m-l^>C-eT=Z6nY$S%U|?n=X*$A!IvXxM;RB!4Ld}*mLHCzsZvpE}9Iwh96sfD2
z&rZ~q300JY;IjRy-h+Q%bH8ylZ76j`$=bBxgvfRK3i<57!>9{^L_$e~3u6x$g@H~M
z7@`c<^0yNbG;rD9DZSld+Uj4C#9^x3YIV8TA2Rttsa<KQB@VthKbm{%{e<$-D|$3L
zZI#=pRqx*Z{+5MDrz`?i(zJ4ZaQ7?kxIW#ozjq?zzAM3cI7sm*QLWk<lM{-u+o`=i
z83^TMH~-nHP;IVt@vUNtk}97CW!NxqV$N}tKiCHZYA|Sg*b2Jf;j&xqesB3PN2B3R
zMJS@@PR6>y-iM}=g@<Rtb}9Q08slAuM|-o9nqqnTaosxru7ydmVbyL@yqwy3dkbsm
z-escVA!S^7p~}=Rb@8}pB?PxU#?saQ%V(!hI66#L>(w8vUmJk{1cJ$FId99dk<DXx
z8T8<I+L_L$Z{Kfn#NYzA$oG_)-Uz+jv)Ss%Npd-l`}EBjWw>xUu;lXoVccw<Bv!qy
z+<B>WyxbLN?tr!Oiq=A@Oih5{c(p>1>-JYDX$oVyP0k2lOzpN;>Tculh<9gx$?Va^
zT3RQ+zm*u62r;4|C#=T@M{ZkV89(Tod3TqKkxF<;w9ZoBohGIzcgejZN})+WUj0#U
zj1@1aa9ue~3i5vUCifUiDA(Aw;$hoA((TiAC6<TRO9pAN8>M7P*s)ia-3?Ue^!Y<U
zBbapoyKhl4N_}X;+;tX$R_`XNgC>7cfk@V)W9!~IVMS9z%VPP(rJ=d`DxQkmJsf?F
zZn+&_2}Ccs8ix09JM=OQ3~VV+S8vqY15I*Et4;m_GQI;{qT}Uv&18<)VwDE{iNcP@
zyu0Nwpj>Y|k9Sa)UMk{vF^0;caoMvSPV`E7+4C_fgISYY`iAh_*6S{$IQHV&UZ0`t
ziE2S7>^~yxP`a0;(1`bI_35p*XjH7+H*@`+$Bvv<Cqp0dicB$C&vQLEuUCMYakf34
zm7Dt+z#W=hrrRGc0<a2(d-*k;iDPW+1`bnsW1U~Tt`v8EdV0-{^XS6$N21`aCs_LV
z>E^=L>>_(SMAOkqQg_L;WT+%>+OC^m&)xonRhQxZSMi0mMoEi3BY@w?t^uR=eT@P`
zCM&Xng1M3E)G-sh5?Q2(*Hc2IGugoge&*IudvRR)c?t6uDw~F{u1ANs$<o7#dfyAA
z1VuL6zd#-z2Nh~I`9qeE+JO;|)pB9MTFm)umk-S0u%AJyGwkbpbZv)fe~?F#J|Zi@
z^fcHUc4YR{gd`r0zJya^so}jrAOWvBX`1idb6TmH*pI{_FkUOnVB{<u&dOE<LaNOd
zZO)w>090l$rmMATrx`yz1Xm1_o12SIf;V4p?f_S?J5v`5sZ>clyaqZH@7My%-!RfP
zLw6UuN_OX)!*%&4ZTSj`f^X?2Y2!t)WYpDvHM?1D%jj>DTvVCX9jFok?>b*)iid2+
zo{5W`rQTR$G0SChzHBq}VRTM45WR>b{pUACF}GdC39EqwI_@jmvoJa_VgN78p>z9<
z*-Xe6IG63=u1GK>_n>~CV;q=qtHSbNqj7Gi=AZ3RE;?zWdVkVw;88z+k#K)C<5D%4
znb>vDDRz|+cWI+@J7gWjQ{JA6A20uavRvZzK=RfD;fQBel;y61I`%<k#={-KS~Z9F
zW+P&>mxo79yP=c4$ee`ws0$&F=)N1(V|V*E#`oeyY>YRa`dN2|yPeiV@%uF3<CqRa
zNUDoK-=3L`L*)e1_2p0SX=@;!<A80PlGaTaL@*S4M48bV%!cfCdel2+L?#mN0ki>#
zSmhpXZ#wgc{5Ow0ni~wIXu@;uk&&C&_A&tIWVV{is`XI52N-k+(>GEQ$JN{Nf%aab
zIt3EKWe`?~8Y&14h2K7<IQ!t%!)BN&Ege>)v(~9*nTj2HqGX%RePyvWr|;u)1te5e
z-6aZC--|u9YTd3Bt%q|h{})>Ndoy(Ru8U$|+n)}SwB%Ek=x#k7Ikr0!+9&IKHS<S$
z<{Hn{)`0Qm{;=x-X&8Wj_ZB@oECQH@J}y}8+U?ZL*>|DB!*i177ns)Gd8D3lS^{vW
zTnXo~?(Ts+5Qh+UV0gaWUAIITP8{W~Kfk`A+Mu1S$g%GlY{DB<b6=4_oOgMA{@KOQ
z$3msaP6Yt>JgD7EZ)}`$Vd4gW&xebNS-6Rk5+H7st6lHfLM3kw#15t#YAm{cx6w9T
zMs+FxNLk}qEXF&u^`WGy&98y(4>LO_6UDQSFyPmh1^Z10SyUz0Cn3o$uitLoH}y%H
zt7jR84)Qd*!y-2wt=|?D*Es;Ci^G1`zbi74)zafCx;K!n$>rzQXeXz#f@Tk2`<6mB
zrUQ`+<xNc@kji`_{JQ`0c6aJ3&x`IJ!<Rjc=Mp><WMWQKU^$g~n670?qJi0g?G@>(
z>qhS)!W~;P{e~E_c1akO){s!wchrl>iejq`^&zGB(iKu+L<Zpk{)QAHJnGt}pINqs
zp4~6>NiK4I>KMwfwm-M?2fghfu`L-&T!@XO8|xDiw8kRpyjU|g2qfU5U4=XAWjt=j
za*^+!m?F11Cs%Q2=2}D{F;TiW4w$}xi5*%fW6Cm)<FsmoZNA~D^|xfbm~&7v9}Tr^
zYWiK{a91$AT^|mVlbw=ePM}h^P+#WvJx-4Y`_2Yu8;SaBK<eA>Voe&YLv3+UQZTQ*
ziV*^kmL7%dB+zxe=@2F5a@WJO$57+Jee4bxNd%0`QGL_#;Ckad%&*)g`x(ETH}|U-
zJuW@c@k@H7>bcTyI{3utKs(q1Oaxm@+(iquc3S3cDmDBeJo|@%v^bMRYF(sa6dJVQ
z!uK~k6^qIDJ=;U9ljES%Jvl|q1vh{;2xZfL1L7wPPdY#UI;oXfV?Q5Lq~_qTt8BfB
z?3N=AG_eeGiIw34i8U?P*NyQN=;jNRZj<|NSy>%iF8173{l6#-gC&jS^xNJ%CwRrD
z`H%NIecfv6J|Sz8HuvSg@{}C|b^4IrY!4&`F4u0>OntMun?vY^uy*!?mS9p!M}cJy
zHZ3-nxW}S59jkiaHKse!3BetTgK}FHjhljguR2p_noNLQ)@=5$$4JzCY}PqRdM2q*
zahlLeOpf3td0m)-;$^wlx#*bgEa8|}dbCC-A2$r&GLdK_L^!a%hrH+F*yWBOuvztd
zm(k=(U>|H8;;Y?Iu3awVPkB34Q~o?6{JmS^?~NFJYgcok!w&!?>5V~kclsP(<2yD$
z%OV*g0Yd;U#0sfc4;M!Vh{teJVK6yaFm9gflH7&0$qe(Wn_r19!^()cs{0xxC)eP0
zdu8LvWyzQoL{~HG`x1YKN1%q_Nl|Clg+-9SoJ3>vBA6R2#8`nfb)=$)gjK#1YtRIx
zn*B&IR2I<5QwvZ26uCVu3<Z-ba~O}@$1I03j}I5ufq%@5H5e!fqNK%}C<CEdE<=tw
z6J4T6<TttLal*bihy3bNp{EP;TKV>ujl_A{Ngo@8sI~MjL-_=MEUkS{A$ki3d7^I<
zlqs!@CTcPmTv5tdNl_&p_OOgK^~dl@d^BaYF}U1ay#->nFcLfM`)vC`Uzy!qUAv#f
zKT{-v1_dCxeU!m+)0a4pNEi^6V;3C_AMulmtxN~$oXl^${uPO?GdDiuw?6^*9UFB1
zT9;Mg!LSSuQ5zMSbDYtW3L$nkVjDVqSz%tG9|!hsiUAwJ1#|sPA{J?@PS}L=<Cz1b
zQ5-P9dm`x)srRsdYzK~>5dIN<c|)fiN5r}Lv>W^pJyOE4wL(KNOt)LTW79|vW0O9K
zFOc_lW#B_FxLCGGK3LRTS(ZyQMEt=N#mA&y*eSvKn_Av0T?5^SbWr>^HTgcpqYPr^
z9B<HSe)Jwa>2UOUW+5@JiIzWYqN{K>cwv5`53CR0`BJ<a)o@I~1m(opWn{isP$99I
zbi#o3b)JMoi)5ov-1EOL{g)Vr=mRr!BQJI2zpgW&*bGDCOg^LF5U*2qGop>-<rRHz
zw&b~%|4M1yyOjGKYJGd7s2m7hE-{VGbL1<nn*?kuWj8zM8FaPiHA;})OuVr<!3hH;
zDfO_mf&02ir6OZ+ez`+6CmbJUhh&m?8&yM+K1H80V^x`WoEhh&V5T^Kt8)wIr2Pjv
z2Fe*n|4*k;GvXCAr+%~yB}R3~k%vO(cms7Ti!h^$)6Xw`uA$1zW;3_Bz92FHXB`Gj
zF9cwMOD}D_*`WTyCXcSw3a6Pn1pUW-uqD8`VonM7QYhKB$1Aa&*1@6_$%0&2QQhs0
zA!O7OW9*r7v7~7Ql(<o9;j#>BXt3LgGGdvZhsa^iGB%j$h^kxV&aQ{4^3@nPnyjdY
zx%B*tOwQFKe@}*XV5<qjN(7hlW(Y<>a1;p@su=rd)dYzM(EY|j#VglD#it|Oenw0i
ztQru8A-H1kW_aqun$!utvL44q6n5Nr^L&cIH~M+)7O)lGou7ZAp&xl2>Mu6*<VXy!
zODp=JpCbVK^%O?UIJHyfydn;ll<x3Vrm$wBShH0_k1oBfnX{&sB3`e`E8XgPaTJvz
z5-FBOh7e1(DytqsZoeqP!(;gBmyw)AIcsDKRrtqA*=8eoqTc75$A)MybXr&B)@7ue
zS?!S&u@bWU$+b$NywUpv8nn7&`1$&s6{Hv{D6dsAkm17^rZNLgGp<((y7}|jn@#p<
z478>TKPMTF?lxz+hjnqfg|3~R6{pDrXVZxdzBRkJWBx{?%kBBs5|2;?ucMa<^J{!U
zpr`zswj5ywaF%|G_n%SYS!sL5J1KhQ{v;0$k9Pq@)8~DS6AHExdD-!9z^76<l7!Fx
zXU*~(5ro8KyUcK`f={F4`Y7`;YT;DkS7JTLWP`}p8F8`^U*M)M;58YjM2HolBgxts
zi=7R8z+~Fn9SmiLBcFnkO@oQM!Xs$c<Wgvwp6lmp>I$wUg*9i2#X7K_fRv$~TV!DM
zW>hqs&GBT*zkP+8o~aNNWW2C`O0teWakLSBJemrSuRQu1Uy$n*0weq%`#fD~g<F4P
z<2mFN_A*4ajr3%{oVtNq&r(oDDP1xu*IGhtS29Hgrt_sh^)EM)V5^G5aGeN&;DsQp
zcz=U#-}tO=o$Af9Txj@-1@9)U<USj(>2t!V^WmUcIElY7fq^MAr&usZ*_^#1J<)MW
zuthf&^?&!ai+aI&g5FwRN0Vp5VT({IvS**lb5HBKPB|+LJJSD^a6Q%CxlZL|rR+?T
zypj(^YIUw$jz6eQ=EINfSuvJZXHe|22!HaHV<`RW&mm80kw3Y(qZ3E_{BI(Aw43MQ
zR|x&<7g%rf%OwWPXi;0^Bllqy64eC)cH)dA>eT~8ab|K{gN|NCp!1NX<U|S2$I5Jw
z79nTxGCapT*~cC|jF5CTQOECDE##X|_+4ibpD>90`WG^W2R8<J!btxs-pIWPJ<`1J
z`2>VK(!OG45?*u_Qt2p=ks<>yfAaNKW<{?@w$kExXlC>>L~VuJIk1q1gK*&`#9VC=
z<&rz8H|r}mw0S4<C$y~6o(NcP46rxb@84J>(16*X{%k@gF$f<BIs!nefn+R;oF-GN
zU2_@EeElXvoL{mM8}#xxHr%ROQP(glhPYNBW(7hX9}NlmnbHlNxF6*>yVk^9hiXL-
zG`JNEmvKpO*8VBGRuu)qu6M5-C2!hF;!X(VGn((Nmuy*dPR#1Y$;)G>Wt~8p6^O#E
z9?yDQ6dks4|EE*_c&cyx?D#7Rg^@XB78KMIobE2#_g`abV`sF#!~ocd-K(}EV=9F7
z5P<fE%0yfTDk6R({tX!6uWabAK`!3d{9(VsN!PoE$#~BdL+~z0Nq<HZys0Cl^S4@3
zZ<_RqZZDk4#={jeXaEsMMxjfy+r|G(@-K?O(uiA!RL#K>ss%7j8*aTO6-5d78LdQi
zOg0G<Smiv9S|F*c2Rc;XR8ZL_(Q8vKaQzsMg%QTnsUi}DXHyV%Asgt=7Z~7}EZ|f4
zL$1S5(Tf4A9MLr{;40U<ir73WYxvVZ=+^`%bW$$&B@RuRs-PnSzFW!fbxOopn3~gW
z)AV&W2o28zan>PkM*VOZPN01M(H{V|`$uvYBTv#tu-CCRQDsdWh&e(QDtB^ZLoPz@
zE2WTNKsIOQskl^xE#xZH6XFle#yc@D-YsQ5j;|~eM=)W*$bvNb$CQ$+z-+V=L}Lym
zM)@6r{keBfgY2$*eoQ*6YURja6Nyq&#DwD}PN!W>i_RE7Fn&U3*>*A}J2-vb@ZA<8
zaEq+jz|aW>14Y#4lfSb<eKFg}?-Y|x@9*ZVUgp(?j1k~Rrb_$OG?_KjKk|Zn#=m#+
zgo$OsoEwb^-OIB4G{vg$MIljG%X}x*6I5$bC7XohP?xMAV-{O3vE-F$C9vGf$|FS?
zHNk<7;ZvW_GJYhJQv_Q>9U)qGN;APct3M-O<{34}0IezBt%AxJSU5T&q~YHIPGcm=
zH{Xuw6cWegBBT4vC_^PxseXAYlj0oRlMG)(JQS6$lta%-`=bZ4m4KDvGc`wFyb-nj
zb@`H5U_rx|#^PnC?XTBL*x6>gfj{4k3Nd-tVga5Ad56>o)GS9YWzv7<a<2~6f4OEm
zgp)LF7*jVNmMY#wZo4^dI$N?s_ZS-uhB8aA@9Z6P3Xyk|(>{Wxzll^rrK9ASx6%*M
z2#e-p8KSpLMs#bG;vX@8EQ~E>e^*ueCEmS<DJUcwITqIK=PCEYdK_qRSm=ZCCL^5E
zy?2iE3Xa_{>lv9l)5JgR=`PkSW&Y|Ac}awUcWqQBBfQlXcH-&PfOi9do}v-%<w$l_
z{GGR+eyo{aCIE6;_0<jebsV|CLiXYpB;jwOd&+>VVjl@xzv2AXYD_2G7WKTG70DX$
z{c@^Lvu{IrycACbf23XKZj&png8pwvdm|we&2%-Rp#|#2FP#KjbCJI8n1<ys<?Qy3
z5R!`B1g;5YbD4=S6?-NILyLDo-Fu{CC<HM_@?}A>??4cg^XXm;H`&TSCkB;}&8+Ee
zw%v`m_caB`3=BnK@A}@z@$1yHm3j6Q_KrYs#Xsm`g&Q9dFK`QD*iUs(rig^EPRU{u
zQBTAXcS*JGvEWZpba(U5t3z!66fd^gMnQhquNHs_!(Tl%Ox_qD`&R$aZ_qs!0HarY
zJax=iBeua*m{}a*NSQ|{U7W%d*(`4ynDbNv*z(2YnZ<!FRBi1&GM}75(P|b2Aqk-r
zj;s<FcTB1IiMPp^?C8Ta<3;Z)XvSsi;g7j_sab+!xlK`ga%mD(>TA^9?00&~EU{ls
zDt41T?%$Crg!A?9mdy|SAR@^im&cASqoSoKrW;TwG||cWEf;w|X^S4T{3T^37JPm5
z{H6K%??U3JL0`c!<s6?s9UoyUjwc(?dH;K3|2=KM0sn!NajKtQeOk#(*kOl0DOa{z
z6_VPXo*yF;P>bD&qPU!I!qAnEArU>x0B~UJYBE0Ec7@@GdGW@e0PeJT{brv8^{(<Y
z=;C^6_1rBuiRog!zVGy&(d4H2sXz;MK1xg#t#<TH5q64Qx#raM6h0dp1n>ymiU%LC
zf99-1C?>y3Zqn|2CX>W0sAnXon?Z5v5ZPknn6xMVhB|aYpuz3=dRO{`EwBqPSWisX
zA<Xy-1gKeH>_;C&(xeyocLxvPWAo~^3EdPrqhKzv`u9PZhXh15(pSXU+2)Ln_#)8(
zmHd64u7Vay^8r-Z`&nDqR)HWMM)-oPQ1B|YKK0f?gZy_)5QShM$lq34_ZiH<vut0I
z_Gee=xFToNm*Kfz;(bF=C!JfU@VFuUauPN)dIAjErSzxYYE!$h-)cxkip^y%58LVv
zpylA`8Dn6;j_1-v@;E_N3?F}{VUYj&UsHIjG}!w!$KNjS&sKJ;dsEO!{*EJMZ~ecB
zcjJNhgiK~dMOxAP4F%-lL;BD~OEWRI>O$m=x;TgB`}8PsRCv*Ti?lFr<r!%HsPz?W
z&52T$9WsU^;#kLC6DsL8Me33_*_fJ+EqL=Xqsw|VVSBaDR7pmRlMRc=wT8M%wGNGn
zLcI#bL_~JKaO?8Lk5I^1RGiXv7(-BOra>YpOs-@A#k<yRMLiC#_-a)R5(79(fneyg
z{84nZC2SeOzQ6)Cv<+2ttCZv+?h{Zey^s-`^*cuZM{-!W%QWfe1aqorF6j2dplzf&
zq^}IU-Z;uTn0xrq2Z#<sdCnt0%yWR|QIO4Nt8aoT-1Q4r0hQ2E!=n03<to5{N<K26
zF+)!b=s~5{(xWiVlR38}bkVhsC_1_iTWo!xB!RVMyNY#v-fi-t-qv{Wc)LJR;bAXr
z(tq>Xl&m1*vuU1c8N*b-<A8_X=uJo{e|6Jlsi;T`aD4UW+f1Px7Shz~{i!X>Ll;er
zu2;T`xBFTS5BDxKg^9w%mJKKV0DRuMNnj{}ou!d2mouWmbg#vP=9nTBt8PCO5Iru0
zGwkP9qthWsh|PMw$zjnzU&Ph=2$cVz1Jo#7M`N~x*JrpGkAz?Tmt~5!8^lekEr$ns
zm%)foZcR3wOV4#hkJVx0zF146#pX*xp1TtCY8}>{zNLY?FIT_=1O#3hN_`k;78CG(
z-si&H;>?sNW@-#XL|uDX5zB+=ObUtE1WBYtOS67(#^-=z=y^Z*9VxI_Org02Ksah#
zOs!ZV4+9LZX6&FZS?&PCnZJX-(XmQbjj2+5vnagx+S>eR5$a>|gK8O@>=MG|xrC(M
zmJuWWr4LJni>H2t)!q$~MTlHP!L*SD;h~%DC{VEs-hHWCnR>9h7uhYSulGIMsX>yt
z^8B!+_&x)w(+yjy^({E2)1X#oYMnHdPs3mVR2M+bP#-E9CoZ4yrN14SsnynkTNW1;
zBgbG1H~X{*Y~w}BYI?nzy@p*Pqqy7_G*%lReqU%$SRoAzThU5M<v~$8qK;iL1&|1K
zC4U~BResPmIV%o@W|eSZ>*>&O9LFsw={d<D`kOWvZ;>J6xx1qkp%6SCMukG^)jHsW
z@zZIO#V$gTxAz~`N=jVsuhwakXBQpY*tATfM;EHdQj#RWE1e(QHq-n{OB9P|R_irI
zMAB}1-#m^2P(^D!IfjMm3V#T~K1&R0^|R9!1EgVXKfAl1RTm|TrB&bYOSD?}rIJ4`
z7cvQ5y?bGPuhXSwNr#_);CiEXWxic!1lXy<fDVx0A}SW=7w1g_GDxeAumyml-Uswe
zYPndCp8|NtBIOIdSGl`d&+417oGw54h8W}C_?ZM*!|BTS?k2jd10ebx?yo5(&miPg
zn2!VrwQ{L7fZUE|yWJLOx#p<VgmeyY-IZLR_^$%$t8a)0BrO^;RpF1c@_J|D{erTx
zT!m@pP3nN-Lxmh!NbQlY&1$6%?33E+EB!^=n#b+vNibel&<E=!2g#VgJ0Pf7&89@b
z0GQZ(x-3UY>FlsGqdlH4fj3xi-Nmzb576ltTJ}Szp^LTv8>Bil0dPNn_!%06iXa;q
z`{s4bMeX6&G9n=aYU=KS{F#qH2#}>D+;=A8(Wo|_<AvVW=F)2w!;J%B?u{{9J#$-9
zSB=Y1Ih2KwYP~<L`wD(r1YEIBUALU?Vp_d#Qr};H29o0D`Ua7Vr@uYwvfx}f)x9~R
zp`xJRJnn9e)nGru3%#uc5N`nCzG_RoA3e5my!V*~#1j`gYAnuUpZA`DKpc;;knzEN
z(+^b&3s5K;i-;_hYTuPKZwL9^JG<pbX6;N)a$f!}n6U#Pr;$Do#~XOwtzr*6Q=cMC
zSbEbyS{;zoU(@lT);wPJ3|5I)F^{yt{5k+OV>B_8@|JjAfdnK{c0i~?r6r)dY5?F_
znjHao6xwUg#J6SfXDCkg88g!oqK0y3^@|7ztyhn<B@G0V;ZzDyw!CvF%0|_A&6HxT
zW)At;_+fGt0zq0cTrv8Se$BorEWN&oW_!%=k=NMva3~{~L*yzpqcQ7iP_xIj2sV-e
z0xban?s=hb=+uC(-`5!(&EVZ#roG0it*))bw`2a`v??)a=W@R5+BdL)f!-d)ug3;R
zA8xh=78}p6UuQR+9RcKPC?*5MoWyQw<!H4f#Vr-me6klwW8dVevLq*Gsd~A!9p3g@
zx$#8p8zRqc=lj8?wT)2jlezv;NsjZwPq#gke@5tP{i>_fRC@$KtNpV@T}?i&MMwXv
zVrW1dt#id6K*NdB`{)vtmE&?Wj^e_fhq4*qBR8F$cMT|T?-hksn@vyG$!!7h6y_Rn
z%@mt{h&8vk`y(}!pS!tNzff7jtoG-FnZL~BH9K+^=?P@>1f(@KF@ZV^C?;qMKVBZT
zL5u)~ejPpTdKJjY>sMrJYcD6O<lk;dfE5(puPXg15tUajv`5)mfqYh9|ElIHFIhJf
z3k)7ltnONYA)INb34u`enOw~`r*N^O4yVjl%~)=@mg<e?Zv&JoAesKIf&W3uY^Kuf
zWF40VuSb)s0cm(J`R32+P?tK#QCi|3*T~>7ip?y%&T#|$yH6TtW?m7RXw^TgT*IrW
z<=Wp}V-s%wk}1KKXae&Xj~r!XUB}`*@sn3ADb@=Q)tu<X8W%5-?RJ$3TmF<93@&F|
z(sYFZo;L9{4{};sppwKvoX@r+oHewMmJQ&A{Q>E{9oY8rd&+Uaqck~DOMe!SNS^Er
z6lqQr>2647ftdj=61}?IXjqjHoAZ+XN+HNqudb5DAW?6^D4r=Wf%LO^!KX0_IQi*B
z#6`xGm-6!YqY!L8Gi<Eylr@oEUqyK9l+^K=Rb<CcGmk4_WD*PIt2MG~6hh-t^X$%z
z1c)onz~`zZpHu`5+Rx-=a+T=zO2pk{^VPD*$7*@Sg?Tla1izC|XXGm;v8l}ma8{Lr
z(V*Us9*PFRO6g*2jwr_()5hAqC$$RZxgNNi5W3fsE7k=D<=EyE%4DQQX-g-o*<PY_
znJ&b<{F%cMv5FxMhoFLmHJm=ebS14sA#jEeyhw7@?d?>L7SA!zGVq)pChB&5$a3?u
zT)54@!YeAJHf_CJI-ZT{I0wATgvBOJA9a{j5|{0)XDd`H*?qe`e7VRe6ta+XK3u-G
zV?LYm@smXdaVUV8K*=Tn!p*N=8v)jR!TyG4#p+(oW;^mgaZp21InHAZEeC|I=`fH9
zaLW0t<_`mwsd+^!O9L}@YVJ1;9>~M1A{m+C7XY`t;BH6&dO&d_idA<Nt+Bvmv0QMU
z#g*zUas`C)c=wl_$Qq76r|$0%qYK(pfCsmVkyB4J2kG|pB3uEXTfcYSwV1@>0cga4
z1xy44QuRiP@>L)DnMMr<G{wP69uGln&UWVNRk~dfsrRdmsdu+{qYIj)j$8F&bSd<D
zhuZUqdw|G<Zhb)Os#|w-dmFnKSo-I9<f=ic^EKC`oge)BFcjBnUO-GzbAS95Z}IY1
zze*r&?dC<S$HiD0|BdawysAQ#)q0@-keu7>=Aob0dmNPe&x{uVT;kD@QB;$+g>!J!
zGcIfeyfI>~`}Mq?qtXN(>@$Y7_+X(7>`3>s_)MyWbbX1l6QePsm!Fwmm$nzPSsS8m
zhvvPwXwC61-LuR!z3wT%NH3gW*DP0x_8YgZiX&4zI;W60+ji`0sx804a$=@jjIB8y
zH~y+~KQ&6Z&O=+IbM{F>gkjM_hCs`QCbA3TS5*600TF3RSHg$jUaAl-RWiJ3vP*PV
zOvR7YBVD#kbhnMfT>1xkov(UQz_HnQVmh;zEGT^C-63&FPT}^bG?ToUF8u}eVn-48
zeuGZFMS7{a^BbHy1-kbWvv?2t#W`{Tzp|sE-f4R5t%?|aXnCl(7;mOluDxb$aWUAd
zrzt-MbZ+-O!5enF(tIYNGfggwQ8pF@MMV#H2hFqXj15@@wScZ*poUXbV?c@)S%S@U
z%x*G8;qeQkWopPH2!_w;O#qLo3pg&3Z*0q{^%|i3nXa`mH8<x6+(!u4;Zgu2#B`9u
z1t6$Dc%1qgrX-#LVm{Le*D?n!4L<}DKv0+JK2xT}vn9Mo`QYSkZ*J~(urS}5B)wFj
z{rvU$?PMfR^8Z0OMmv{eupuD>UG*pM)C;h8;S1!nnGkib_lfSt`|1ccLDE!nY~*Zu
zL!VRea?zzpBbG}u2Ex-|$Q!Qm=eZppt*4j}ys@J)Iy>aA2Pp6QPppD2dCB{Q-QK#C
zV;L_ZINr;aRahJ8k&IOSLcyS145%ILAxP4yJLV+KOqj%n&SGb<&nHT)QF`m$aH*)i
z!mDf<7H#s1Zy%<wr3S}J1)cJBw+RxfbDf6bw<u3o7ugctX%4FO6_e$Vl61*|;GjIg
zEQai*!QcEK6XCY^QI%9>18ntcTZSYfjx26v+9S*c9JkCqIwAB+D(!0f!n4}G241J|
z8Wmsrn;!v4Fy<c!A4UM|So)X5`vVe_`~VXR$9{gE##TWtWKbH_`_h7{gG@DR9H~H_
zg|C*?-#kH&8YPcrr2iptUB_HD3lBTlw?D$<V>h;2FlBCds4_ESD!!oH_P$tIko;U}
z#ew11q_u7kC8xwTCw#e9SG!qDKK8hBAr_uqosQ)ivMx#Ii_&s%lF+ne@QeYG>@$;h
z8Pj}f<i($+gW+TK=GHX(MN;Zw&D83aSBJkaKM&cG$L7La^N-|{vuhAXdXG*mHflLN
zudrPq&Lv6~Eb>4(9#$>?G!_8OXtR*xp;zvE0OHF0yT7;7WC;JF{2m8c{Kns00G`n2
z*@6v7)u>ep<Z(o%-=pFho6UNQ5ug@fjr$Xi+3FCg)+aM0M`W;lCM+p*=Cyqt?-UGM
zBWo;`KY`V)tS}WRS|T%KE1YE_R;6DNQ0qMu>D=flfNdCUeL+e!_}-vvTpzryxsVYw
zm`?mIrTjfyAV`N@)_5zPEXvvptB#kOb+{_dDz}q#%yv2e)o`}4eF%9u5k!`!h<=!c
zJOJgyQnT4dq&f1NF;FQuH6^!pygDW!F>XvVpF4c1AK8>mok&#YpuM;*n^(+%Zs5(F
z=veL3r+;tgq=VNzrSGo+vqM?G{L|RP5%vFzRr@o=BLQU90I$*M#@J_D?kG6nsiabM
z5^ct^G4k?Ev`kgP+oS%@SZ-^Cij<x1EsH8`5i3IP_Rt*MbJyGhWmS2J`Y*vKK{Nyi
zpEaTBw4L+?j%^E+^PS>jvsDQCeYz58F?e4Xm)4B$a;tSF4UGHU<PMk1u6#8yiOYs{
zI#)0*&ZetmVX&O|++f-3O)Ebko3!Q6Z{n0Mtzu6<YFG3L)-!%{W~iuKA`CZZc2-nq
zEl4kN=vn&O9|PhO_Cr6ixBn)hhQ$j##s9i>k2IJ(CtT%Tq|UPwB#IlY|EiCeb$Pja
zYYwVn8e54tlDLa}G;BaR(Iha2OrrNC54veP%|!boBNqizLImvFU~>L$L(I;Vm5s1^
z(gW7K5(eFJWu|j-Ee+Z`t<!a)m}-ab2;ZKk-lm!DdV8%hnQ4u1tHZ=z@UDz66|4!m
z#R&4G+w%?h3>~--y09E{ro|D8cdp^iR=j2Ne!ez8t`KR(T>k;E4Swq%tP-wK@LwFj
zUu5q;09c0qo2&?FOsn{JZsp(=Fp2y6VS9eMWZrPZh}^>4ycbM8^+7Mnjv0Z$i6PeC
zDKaH}7&a_UDM6S`cCRmi!Y!w8qVL(uWA*n6;R*6X=0|NRx)6PKI`{gd9=ZYYtjPJc
zB;1)y<N>7kn)!g~vrhf(d3zJ0)#CVw&4lDba0?o`o2+rqU?7pTz8^m*A?#)uMT&gj
z%W6}r5xyaN_q}(o@dd-9M*-~lABy912>m~SWta|tBz&T%0C9s7a+)BKNkmGo0&IYO
zQ*Vy1Dt|IDY5}%7?^z$_(hQmA^GMJ74?M`lA3^H0Yy8ALdg+XJMWjmwU8{wzxG4kC
z5EaE<y%ubhSVLw6P+h2rq-cT1IM#_+BqCRW4E|n0Uzz#wOZCv$Qt=9Ra0mDCKDK0*
zB%j$Soy7a(g({lvA8x!m`vsbCt-5UQY`m{oN+YQhx@4EIejvq-hefw{{DbiPpV{(d
z{xA*_QF1+jc@UPw+Oy8vnk%2(n^!g7(W|pJW7zGSCZCY0g!8L;Q>62ZgdYy+*S;2u
zW=MJ+1P;7>*Z9hYQ8ukqH~<CE;Kv}3&Lfn0_rU8wGw=_-gN6yWRxy}f1IT8pZBd>F
z8vc_h(WsBxpV0GE?5br&No29x+7*e%6jBhq{IgQj6Klo!?fJx_MXyi<{Rhg2?q$W9
zR14yMnUC4FKXatIKF(!YyF+;Hl(0G*vPu7pqLaz_b?-MEd`p{|7To`x4}D@k|B_LE
z9TA|kJ>$%swh||VX~KFyy`dcm3Hp;2P7^{y(IavSYRW(Kvl_7L17j!)KC(<w&7e<G
zy`n#3C~oa9u<biBpifSuI#rSt>an@XF2SzyfrycQsxlYg?4-$n<a+H0*I{Y$5i3e0
z$a0ys+Z9cOzY?k2<;TE~LrY-@9~_JGQ69_dY1pBR4c%GMMnr|$xgEJw0hkaxHkr|8
z{~HE*IDA{fUNtIDc};sZn`WzKw1M%T`JfFwi{~g7X^jf1#m*Xi7G}L-W-LiW$(~6y
zL~hWfP>+f{0GH(i^f#V|%ih0xa*up|KF9s*#DCHyQs1g)oIuZM4!VTRO?xyQHZ$e(
z7|u{BY%v=;qP>#>6_KV{$?0t7a8WIrG@EoCl2>~{sXZR<yn5V1;Z-4QO(MoYhSwyk
z0e*z;@|ZXh7oTa6uaVUP^hY@9+%;PmC*xsSs50iidy{F2yCe!m@(}8{Z20?L(ep5U
z;KgI3XX2ev8z#1m>NyEorkL(hR*JonmI#Q*>=@{8Jsca1g-;=MBIDs+?%Z6V4x@0$
zd#972N_8;xpX{i8Sq1D8suJtZr5`#p{|w4UE*uiRaUD@s6_ou-A%=)Eoq1g|e^8=#
zA#;pOMD$p*tB9oe1qK)TM-zW~=40=$9ta|0_1nzTRez_Bqww`Fb7&&@_2Ts(jT=a6
zW`Coz-o<@!64a;Iu|ARaDQz3=C+(18R+30dveh?GU27+~-Q-f~RHv|rcJeQ(t@mUm
zKn4B)!{Lcc-5ZCI4dw=-k`2aG#odlPi-YU+EgizP`KW7e1iuT(;*!6d0j<2ztK^Sd
z@B%(wBXM$UU8`$v^V}T=|D5|hrvA%4X#eszA>AvA870Z2UF*VjLX1BQ$)h6U=_?Be
z^PhA0AIa$xIPQ5l3sUcCCTSe?FH}+bt!KR`L!^+|(+(YVA#D6C!}mXDdu%NdIOF-a
zI_6Y#5hhFPWRvo?bEc3<)4jU{(%@kPK=rJHYRzPW3gIr>Xltwc?6jG4a(xOWH{0i+
zJ7u*YCI15UVZ8`eeo?*n`hH{>OB_EQMv8tVcKc7<2OA_lw_!2wsDuhNK4=NVM6FUq
zzw_^7UYza{)rqmT#ud{`s=h+5P#{v-S~C^#GA*#nWW*>KMpuYssHHiKhEm+q?TqSM
zMuE#r8(>EOb$9uxf2IRx&XGpdw#tnr2feO4JNUTyL^>}$X0LxzE&tK1Nc3wZNUz7P
z8;(qQzAGvv&Xdj7j<=<SiQRArMpd$>$73`WGhj}LNWj$vv<hm-as5MJ_z>H1*%~T4
zSjMy5ocmjG*p|v`Js7HKnH;k$!A<q*y>-H58jkG*_qn=?5SmiM8l=8m8PV;XT1?_J
zmNwK6rYXX0rg@`uisH2sFf`)Ls<QH}F2+_I3ox_Ml-R`xI$n~vwcR^mI{NXF0<O{L
zFK?;ebwo9dLiE8Q`qkp!H7OZt)r=LTZ;Dc*S{t=#7eUE(>9R!@h7y7f(1c8CyMacS
zs4ymy>X^^?CP@fzP%lu8ue%EXxyk1nA+TOWSByJ?-%k$de^4G6|2dPtf-oHm1icS9
zx<EXIlN#8=5b_kW$SxaIHF}O2P3NaZk`*>`Dy`;Msr1Ux)*gFnA&YG$5a&sNgo82{
z#Qz^-Zyi?E`fu@~Zly#TC8WE%OIUR0qLFTpW|1P@-6h@Kt#pdCw6t`0-AU|o_CDwS
z?zzw7A3lN)Yfk2T-#NcyjL%S5DtAK`^Bqqaj66t^n;>!9_FhDtq?&-=s+jh!xUz4P
zwJ7~0Td06Avf1(cr21NsF~L|DPn#rvVuNIaH%nR45NR!jo}rM)JExqx<qF|KynPei
zDXpmRZ6O-@OtH-2%cYWicX-`FgTqEfy&sMJKYKgJ4bSNnmjjgQ%VZlv3y@;fk>B`S
zx8x=iqPhhuE$#b4Fj^POT!eh98q@jv#@@S&-e_c*W7@`{iVU!G6FeAvEFSGytKULk
z5b>Y1p2u6rn*@IR!^4SziV(&|zC;o^*bBKpAGBv2%#Hp`>hon-K}n1u2wSmlkkgb=
zEa8;`V6<{#oXl&uN)^`3!GW-$jzR$;@nc0=ScGDFJNtwJW$JJ=0dZdvoL5IaRTX9Y
zQ#Zc4<>-rOeR*%Kz@6j4btU<)0%)ca;>g4m2aR+HtRU&41L|L6(fpa4Ai9mhbjS(&
zEcvH1S=~vC#_lH-C{a^6=E9e)S=o_4{m~L@+@}Y?2m=&~f$N&>$VcYx{Ub0G`Jpu5
zF<?4z(k;xQW3QXeH~36R+8|0y(eWuIFTTa(-5)HlOFX_cMOa~c3I6w66Y%f=&6Vg$
zAFdbj4A1`1^k~Ozd#g^RlLcXgAt~3}U?v73>JStB=M7`%4=)<jLri;9wOuv&EJkT3
z@yK6wK%A8Jujg&HA<Hm2@KHmeo&k~>W`$VE@uCSy#<EzkXoHdVhf**>EK>bS2{JAF
z5>(_%S8Y}Fp-8Bzq!z*EbyQ50g=ApUmgg|)&-MM*E~!J9N%@&pDnEGb#J*CRA{aH>
zQfAm#%TnpmZKN|pnzWZ^fsf|QLkiDwok<R#mFX|W;M>%vlB6aYWA5tjMtuC`-oF|B
zrv>8aX26&y8sKF(Bp_Qhp*P4&Z4nF+7TN3^54%2IpK)!31xK*=sTxQrXbNQ-z=p&U
zF^h(7zF2|HtdJC4cH#=Dk;iH-oK?*sMk^%tDWFN;6y5TcQ`P*E_EtI4|41oPjNnYk
zK3x8c#BKUe(TEY;Cq6E|M95br$3n?Q30ROK5cFPRRaXf=FK~@+&@i#<zCMavVk;4T
zQ%svF0ZV21-Q-FWc7~52d<}arl(mD=kRaAZ$^k+Aj1C;lF3Hk2^jw0kgdn;=ZYU^X
zzlqo(Xaa|y0*+-ig1G4o1Y^V_=)=QW&=wTJ(YEdNFID;<Cd~gnSxEZ$$3{4b^Utxe
z!qQ|(I?e4dGi6eWCc;Jn+~`<!;bjCua>7d6k`c3g2g|O2*FS$lrwWvs&wrp`mDI@r
z-wkOrN<m)v2N)>>ST1gP*8C4KcGCijy_?}*Wb`Vu1B8te9j4c6zTn}7n2s?L=R2$j
za@e-*)O=f&mrOurgPDCf7R?kp;E0${WRIh)8yQpcGFEOoks#}N+MFf}v`QwC(y(z7
zgyz3L@!!ARCyvv76c<TrU%>5+KSV#bP(PwYLtfzb{`$0l-PZ&ND+MWFz_CL}`wI&d
zUysE7ujd=5nh;mlXnJodb*OkwkR=m^c{Yk^fZbhWBx+4?6$umJ&d*@jFWD`=7GPTZ
z+L24*ukM%RGveXF4Q;)WvGn%Aw1f7Sgr%(C*J#*S2f&HC4lWVCriWVTsT>lstIVu^
zS$~|L*Ilkc`C&27h3~Y`VFs1oy?afa{W2#EJ9E)R;L)K&H@5zn{^=d})#F2(4&>HV
z_Fs4Dy}J~@ho9WGYm<Jp>h;$^=8TBXIcbcOv#$mFGzcq3CrSaEiC7sq(<|G6#4<WY
zLouGuzr`i2>om$sL!(m*dc@-^#_FJ~t=P4P>Q(Tf3wu!3@Zxf(s-eDsr+Cm-YY=y`
zdtxjsg&a_hu=do1pFxnMI2}nxcbes`M*6)uG`hq{{nfu8P&Z-)r^a<*U4I;lFiqY+
zcev*q@jI21XJMGpwKATiIKEXb{uS;|)(?I9j;Uek`lw}%{c-_b+qK;GkfW9jtmN*#
z-R!s<xeBBq-8NP^VqzqKfoqGEwp-kfo&NsDFg!MMV6rx7Vf+-o<#4<JhO}qntack3
zYJjqR{VS6+7;j>h@-fq=2I!|&Evw~y^$+57VIo`UlQ_Mq*-#Z%s95|fepfk1+HEVn
zwG{)1*D8Unrj?sbX0DjtO1arwTC_HlX)iF=^erna+{`R2D1xW7noX`AzPi~w<9_kJ
zUi?9!L(&rXLw$56lA{C+nE%i8EjksD5Ck%fbJklgwPRTCjO{kZYH`o|B|yx&9p8?A
z@R;<3^ZNKe`U@xMZp}}CA6`;0{b|tt?C!*K%lUMBw(kA|HQ&*dq73&ezWBlCDA^g_
z4kT9Mlq}B8ho`%9Thx`R4-&WVuD5RZj2py>poh?q0kPg(q0)X5Ri;@4)Y@_s2~0q>
zAH@bhYCG_ADe>=226z^(#|Lor%9MmSD)a4@uMALGxbPsy2!sviOA2>;GLy-6BXXLJ
z4&*d6xE#7aflRp5xfLJ4fVsz1w6?C-lNN3}pAVaW>^3@4cW*{xfI+5zi6&QcEXI4L
zjO)ld+`E14(yf`?nHq~m504>_r!a0?kU_o0?PL`XAe2jx&bhnwhhlP+nLq#m8{o~z
z(BPjDvLMAG{@FE(!*kgl1oWW5K;AfyJ-h#vyjAcC<33f^)O0l#+M{Z5G-WDuP4cH)
zryXUbV+s?thZu}ULIuk5QP?UGL>aA?@7bH+h8Q~L<eP-N>J86V3ETp;51bZ1m&@%R
zGK`FV5s4=DA;kDi{a`J&f<zV?6X{ysdvy+8tnBQ3P*nUR@v~}>(QkPFy;bFSbbV@>
z?ZjWIs<48b#f(=IPV(oCq>vP`Y8}RBMO|)+I|8WyBdqBwqvtfHchhJ$_G;Sz>rF|C
zr#;LC&JZ!PJu@3BgiMiA%=wxW1CF}!z*j>X56}L3QAF`L_G+YB0-8{*)*b$;prl0S
z=8^`as5M_{z_dO#mBw?$M96tlwVdc8cn>cM<t<oflTnuO*c&Afd_$B0;D?ZgH*()g
z#1^CDdQ|rX%lIiC>ooe^ulzs~z&194e)kXTa_EG6b(84}WU=yrKEN<Ld9U0a{}c>9
znVjrq^C<W7e}gwx>C@@^dZT$iYJ7`rj9Jq_w!iQ-ulXWb;biFo<)i%dwVL~4%!LZ9
zJX6DBNsULUFeC)Xz)37F2S;?SWj0FoQiCOL-Um|o9w*qXS(AlgPTMUuyKKqd+5P!h
z;xkzN7|b1K)6CZMi^Kp^5N5blpBz%%E8$35)Ttx1prTvXqY;CxTJx!k@6Zx_T4j;`
zB~44mw>NJLf{OE|ML}saYPQQ#9#+&qn4e|&M#cz;-~x)}JYX#Vm^RscQQFdfRhfZ*
zwdEWg>4m^wX_1s}v`Ib6mN2$_8n@kiJPYU61F(X$*FRM1RhA|0%^n(n)DuAjje)TO
zWG9n(jCxUJq&$`fFYaTd-I;6{=#(X#%0aZCX)CEh<|`%YZ!e5PMm<TNW#+@m!?z#q
zCT1}Z+o(l$(Fd~y51yJe{d}%}23XV*pHsxj8SwJj!3j*`GnK+U^D#o|@7ZD05s|Et
z$P*-Aki($tSx)@o^d-$lMLwT|j>3np$)%1vu5^)EmG|(4I_a}enrJ!(d!r-xbAph7
zjsi(4{bPHgi02ciZ-au7RZ8@xFlPZ9rrjG?aWQ;s$(BHlfZA8>E&iMomJZU)a}lmi
z!I(Vjb`1gsRPx%Wz8nHW6hCKA=T?vfoi#5PmK}HI&o+$A;=mU1EH1t13wNyxx0g$R
zRRh({o~}55N(>Y=gk`^su->J6g*aWN^THPao8EG^4DW8m>Pf8!LT-UVmdm%SH?2ZN
zq&MFQE6#Z|^!9sG<{uurVcPB)SX9orw|7p9o7(f7_QOlne3u7;i1T+|OG{t6I#ZpO
zasm1jk4*=Zgf}K&pSb^d^M^+wX%JwQk>*<4|IlnRc}e=4=i!>JS*>}LxF_zuL%YlV
zm&9#)sdTSd_Z+UJs)zDi<OK%KmuyM7Y%RaWDdm62V23|*w%a@2u}T4f=$aH0CISIL
z231aJ+&9OEhHt>ZKJjfk<zdJi-NVJQNW!8tQR5L30>lFIip`95Kpdy>o*>0$6PLaV
z&cBuC9hyD8(o{`<<MkhIW1x#ESv)J9m^l~IfV`?I@?Vs%A3Pqe3?_#b%cR%lK$Lut
z1_-OdB12Na>NEVHnVLP0t0pcWs%_M-w>WLDjU?9{N&*7tR^gFhmUA_YK1vQdvmzj1
zRfeg7YtL2bie9IOD%n_lmqb+&*|C7EQ^4B2#s{7ChkS!#oOJei&1bVi)+l?m9K~iV
zpIk~8+s=US0zSQ1&6MKkir|6SEjU&DDCWNIO9r_%{qRuPM8@oFjckMAO5CU-MN?47
zd2dBO^@M(V2-j9mv2oE{beMZ+m~m6s9Jn!@%=`5rr;+Ad{4Z78@^@s(*RxuTkw0Us
zzy-qNvHlhSSA|oAbN6f4m4tj3vjrfkH$W(MY{PI<3JX|^G^!!z`yVt!HX)!Y-Og8p
zlz?=utp);7NbDBRI1D8>pU+lyGlTCkgv<hr_kXv`-_)q9cC(nZoUe?I3%-)r8Ms}p
zHotHt+?>u9+@!Xn;?f^X987b)y!idy&8hUNLJt5{c(xpSDscFtL<4}19?Hy6JOL10
z3%f|mNYv8!<QnSmpJiyaSl8vT2+;94-@;sFu5x1^5E@mhac#DkK_z=F6BEpHK~Ctr
zTc0p!k=@`t1FS>=e}3t`da0F7@nBl$aI$<1!iG_h_o$cKEL+sxG2yPuoaFGHXs!D7
z!^0nyG+h^>A^lrao|s@MQ@XbUA$nXRKIzJ5>pAR4!OJ+^TD2`}HC(C2#-e3PfCy}P
zw?M`-gzaE=Cu}>+H1uwj{j}jk-LiE#jTdYJ_do+_AqSXYxojRmfI!ZAH;u=ma<O>G
z<6`Q#J$tp-RDkVq+0%U1DgXj&LoRii8<<N*N;DUXTbsV-(R%=5@mmeMNgzwE-e}oB
z-)s+$QPgzS5?9i+ImG3#`=0*m)fw%T>Gt+i<`H6PngGbE>0(%Ea+b~Pbm=|UX~%N!
zeeCgCe6=%fz8L`70Wn&o1-?w{7+fCCyZuXB|34vY>)Q5%&6||AbS=lJFX5F}S365C
zTS!Y$kyULC=a==)D(OYySG-s~gz4P$sY^~xZgA4KRx4k=S>kB({x#*@FA=%Pc(vqe
zWY#(KjmNYXxBT0@+jY}+vBHnr7S03slGHe6X7cf_tqWz8g5>ET90J?eh>Z+$9n`2?
z&Mi^AgfFi19`WO$cJma}zezfM`tqrJ*NtjG=Gn~+lGed#b*@H;bmd!#?sn$4W^*!N
zE6h0@0=~-Gmt99X#R<1KIw^%&pilm1z1&uBwf*KY56?RZk6IY)Y`qDs;<9T%1IV}@
zZTqpckuMAf^G%%{-L`hZJRB!SLzE{&9wg|&gs30vmUru<oM8a60ieVf+n=ziUPM<4
zYdh|!3JFovcY)t;1EJQ2|Cdm!Xfp%v*<Qlg+@0=Gp(|B&;HTK~#Yf}}@BqxK>vTay
zH<Ze|T)DYvab>y%0O7cAe|>nX$zGEr9VG_(KXl~clq#Z(qaT<@)ePvRExcB1MV(1(
z77Nub+9oE}L#Zh;I81hZs+kH?Wbf8fZI=S{d|OU0XMu=ofReBYSS&pRW>hAluu!#F
z{<<#;nSiM4Bw2p3SAf4C^$XQOfBAQ%P@%SE`##a2v6b-aw>S|gEj;+}d;0G-onK)K
z4nAi*0%orA9Vv`%X0u9J^^Ank&lYf5oM(u1tLLuH5v%4*gX?Nz@kXZAkdX`2#r%Cq
z)ZZibB{zhIe_qQ!&`5<@J2U|0#iGHvjOfaZl!(HzOa~NKp%#|;ml21h`Ea|?SruR*
zPqXr^HTcsv=YC-PQU!R)oKM|^ytgG2l&VikB1c7bMR^1K=}XqOdY8`vvq*MDP3@@g
zUiK!vBN|%rygKN{n>wWA_~>8|^MhEKCx(|XHi(IYR$hTb{*o4%Y|@qL?+n(%tEVnw
zMlTf2(*W*4u_btgtaBRhGO{ZxMQEa;Lzx-VI>t0g;B^Lsi!lF(Av{?@7Cmz$9i_kW
ze*I;9wlR-+kOZGThAff!9yNhlgtQ`cf64Lch$gLM#Y(HEb_szw7PFY{_!p;0ypYRR
zS|eX6EwNUfFP*@iws^ZHfc*`6V79zQbO({GM2N?mrC{J)YoG!qzhr5vwIFQ}E7{U5
zQ}Lk8ZLux65l?J&B(UTlv9@TZqfYLl95uIz=#IzEh%LFnhH$AtrSYLMCKPky!^*EP
z#ZDGglp|Od)p6?<-ThkXz^p_v159v6=_l(#6W?ls?oHMLl1!;O_+J0aY!P&I;^<5~
zMHwC<LP#&hje*l~*eQm+5kzFK<%*e47Wu}My0LVBBbNR^C3R3iUksYXM(Jhd@h&5-
zpcJF}YNld}S{q$R{suR==ef_1*n0E+myxvKaZ<^*DUt(8rI+C`XfW9&c~Mj9>k@dI
z0*f~}&IKgirpyE@i8zoYMb#`I?r9JuDMBe#djt}TF!jqRSD`}7nK6%vr?;s@7_!Ow
zsi?QxsWBV1M2K!<oHIKyg-}r9CmdwKXS^$F(ym7P9`1z&IB}yeL)E$;5EhF%Y!NJj
z((y5CaW?2nqI>%LBgEnp_PgUu6>oTNm^<b7D0zN8$Ws2mNZ##X`iMXBcmllq>96kp
z_P5&m@Ey9KHR`z8*Ys|4q0*TKXd(${BE*WBHrVByT5S%}YtXUk3~D$g(b7c+gonyJ
zXXfcLN1#2U-H2Io`8fS}*q5u60?uM3zz*-tSxz3dXP#aVrO0%Jf?S_Xn3-QdFL7?o
ztQ6)~4&R4GTw;Q`!P^(!l};E#$5C*q*k^g<%^p*{B+5}(CkoujH(P42O65|Gl*p|0
zyXPFd<8mm`qU{r{ws;k{p6!YboGR#LQeHjh%HbUloeGgAONxe#I%Bzs51*8IS5^e2
z+=*3hh$IMJc0ibGf1Ja0d{ZU8db%v05Ze#1Q}1_KI(@t!UJ2lZvgo4gydy=<H+BOR
z4qQt{ZG)rZk698ata*)giL!I8rGKr=6C*NG4O3{JGrKgKCZfNMLJ-pl>Hz)45W!SK
zOj?b5vf1rs?&<0m*FoJm^@AXFD;|ZEi)Rp`zbob5^x^`g=^I8QZR!Aci~=y?uLMYl
z$3&?`A{nvn2B0YE6Bx)MENN6qZ^E#IbX3Gp(UOkbCC<GIVba1Xe$AIv(x6EpJM#4u
zS~~-wCR|d({3vsvgE4V?2}?7@S=6Fr5B_BhkqiyfuOkvUo!k)_6hnt>Gs_y^U4jUs
z$Kc<)Cf<nu<2v{be=<cT9GhY}ubJO_kUf1UXFY93jQ&9`<15is3+oRFxD-t(zO_y#
zU9IBr$V>aRc4LzdWJk6Y1{y3IB@QuJ1-3!`V+kns$Usz6U1Jdtn>)*Q%%7391jYR1
zt<G{swCdENWzJSplA6T#&aqaw)rTGJ;S|`XkT@J$2)!UwHzA1otoAZ6b+ngm4V%KW
zTl^4SJkh-<`;ED$e&n5ZwNvXVne;MQ_mAqb_eUKuKPrsOss<(TaQS6Zc*VlfUaDu^
z8DN;Tq_Q#kl(Bzqk{(W9DVArA*{aag5r6xf+lIOHRi1-&Z1m?q=^p*68Wo{h^vw3`
zMHc`MdY@hQ`kzC}cOdU6=zHz!?}+Q`CgDmMQ+(#lL6v~2@65@Ri$n$1c;hSkXi1A@
z(Yb_S#`(<&F=O>RF-rcWga#6lSh-9UOqhOwDXaG4-*fwg(qXGX)9<hhA}eAJ6M{%}
zOcIS<4YFm!El5AR6+&W;t?=Y?X_Ydc{XWgInS4D*L?mFK7rBTps+w<LTu;)hGL^|!
zNkR?ARwGU}A$c}ph8-5~WZb)p8(Q`~IA|+zL-c5;**B!-<+I3gvj|4HauSFpHl4mn
zeDZGfUc2F2z{iv1`M-{my<Z>iQLmLUBoxTU6Z2@0=Z1@G^;(&&&iujM4Uv|h3!70z
zpXM61h>Is@g(r{y2oir4nKcmJNXv%|8^>kOAj3lUSw+}Xxq~q@(L{M=bv$E?%7+gP
zl~*5Ps->F1q-@@<H*bg_fES^k;NrG&&D^IFjA6#0V;|csgR@%5mDFv!*|!{JH;xj*
z8x&WjWeS@h40RCx<HKOM{x1T<zsPsqReqg<{Vcg{-j`SOAxbC~)*~y_OX4}U#wsql
z;{^>BAR$-^kdf-nwYwU+`CCf%mb>8~)S&A{+6Do}wEwnLba)dGa{v0*p74()(N)M>
z^7-bg3!e;zqotRU>uZ-~QZ{3!@ag&E_}78vq-c`rlxzOUX(KwJ)q=~MU2*I1bveng
zfZ?WHP(08DA%j<>XI__;k1p1k-#nsNagtGaDO03eJd1p+2n(IWe2;la(v$DKMGy@G
z+du`nMS8XvQ-7!5H8sq5UbI=m2D}*0JWcj{qW;<bJ^Ivv&c2~9XlLS{%v;&hT{Zrs
zQso?_Md$M?YUG=C9jom&Fl3-Mi^DnueeB<)ENsHnA|~6%%(c(GQc{gZR?I-%IR~O8
zgfy?8IPedMhW(}Qz;gJ%b^!So>DE7@NT!ym^@+8yP`!+c;!y;6+dCLX`XqEE&2qm-
zTgVN-Vpm==NO|rE(&!d)yw@D$Zu(Ww&-}72PNFEnh-$nKEiAO>2BQ*NP0MFfNKAvq
z1Zm!>`s$prdXsTPw^+;M6-g%ni&~Kwfn@3*IcueC!kQ(qRro7vi<z+(q9AF{k@ELJ
zdqtA-8wH8*U}Jd=iWqqkGWVt-4W(0(C|yp;5fVGv*lzV*!A-)323f=eF+RNXgPI&<
zuQGAwNSqe9#;?q8e02Ef2=rA6Dj7e*>nI`_pj}b_$Gs3W(0?BvG2zYO9Po|?rS@pk
zxWDT~n2<I*_)OFpdcBifsRT~DA~;D*SfUlFtUGpLSi&WH$yv?C{}fnnMw&``p~lGR
z7z7zQ%?e7W{j?6qv_M%A<6>SMGblSG<TGWU7&IW81Y-Qz8lx*;yTrGTeSEr@n<_vs
zQZymtiZl#l>?E1t>bm(Ey6VX}@pTyI&m^=%$q>p_3bfQ`b<7Ep^mEJ-cZs9^*zDAn
zVULL}NQuI8o{+9lP1VVb8Z&Axb0oBT8m+6R)-9GDE#>O<1Bgu*>r;!Mne+pt709Ba
zd8G;7!%Uwc-5&<g=FQ<}U?G4q#=O5PkaSn5p?V(l{J+z6y1@I8o38tcq9=VvqWpN*
ziNGP`^B4x>l)OB-oRq3V<zF(_e_+3-UZQr$=xW8z#i@p&Aj7_uC8|Ji&|<a>WYjAw
z%t9&7JT>>^CU|Cl2p==#GiyE?*;27HZlGaZGBt(x>FQ_CJP1~SR3b`%LNhc!U)hJq
zG7?TzY?j9Kl40>szgTQ4(|d<ZFc*oHJTDtpW^(IXoTj$#5AUXEemYX3%}zGAmAtd*
zn7i57?>@48@5ytm!!C)JMeIGBkO-|7oo^>NBB{=?T$;H2>G`Jw)9a$zvV(*s?LK`E
z(oF|odE@=3<?Z1i=t-EJ_W!w}LKJ}^l1h=AZ3m-w2+eU~n&fLy9~eFqPwj432KxyQ
zmODX4{tMi%=LcCCVLwgqvUuCFe32@rFp^Lw$lvStiF+|6m<xYlQ8Lep<*aH#-yk#M
z$iV0>qZ3%ui*@%`4xnz#(GE;Sl68{DZHrcbHIX2F-=;_tQ#5Ml);szY*`ciRBSzak
zZnm6sc@A7V{S1SC&iKcH{4HqZfTmoNfuZOeQ(D_m5{e_TtreyMm9AK}E+AWoWyRzm
zcxs)fmew>0M%WIuz-fIvDE5b29|<+ofB*NxRsPQ%4e|cs0K|AEWF07)a1PrX#C$|>
zo7hw&Lw0VL*C0OJxY+r*j${FcO$dgnSXjTfL5k#8a+dHzzsz>G?Ex$~(%)n3%>f!k
zl4J?Tb+WR!<yj4MV)<DTd~cZrr?q=KDvLm(giQE0L>?ygqe1|0L6ko`Kb;@f)@vwD
z7^kGKg2!6Slos!Vc14t@9<8auG<zYnBhQ3+j*8kOmrP!#zdx3MR;)!cB$@Xwc4ZB5
zeG7>xw}cAyIOI6{cxp`73iuhPXNl5)P4#olU%Cm~UQa~a$BSMExad#)H$E=#0Y~{&
z=)WI}uMxb3zsHcK=i3}+#fwL+GQJqxPyfKEM9AVUxt=ricGv+dbxeLk=97@s^N}Jn
z%=#IhOB(IS%dr^4ER9C0QuX{w1N*~bVxPa1HxY%Xq78eNbHyqOF{ZH6^Lq%*A}gI$
zk=izFHnHT_Hc<d3nsR}t4}D{aeQcYlu9h`(aK3Xk=Wt#Xv0qRLi_?iIliTd{lrr<%
z_@<I^Y4UOZ8g_VdDxG(y#9H!>=u{-~F~uAox7WUMzyktvk;Q2_ROthh-8-KCb;vUt
zbR1cnZDcy&5PuRrUgQ7V=Q{kGiY{hdg^&s<DMG_Z%vqJCe~3e~v;-#)uuX|4aQ`Ci
zV(uJ4l5lL=j(vL&rNRRJC-Hmd8^|W4JljUxkWX5Hf+TnMJpsMW8{39~=4WqArW?qJ
zI8B0k*az3|Dp$sm9SV$YtLrf0*V>}O^0U5WoxH1bjT%^``tgOvapGe*slq3&B7V+h
z9|FQ-?)plN!?k6~A8($mF#Vk>f3Q1t;3Fvf3$cL&42j#kp4?<op}^A#?dUJk>RYk8
zG5<h~M8f`(v9}4tUr7;JM}XHPVJt_J(6D1xy_hVz#VAo3YPn3wftl$v1^LDN?^TkY
zsT&1C5@OQk&8gf$SqaAR9Dt7ApS=5AI7=waTT_-3!2zSgZ)CPV9#+E`-=0%UiDmQP
zMLcn8Cf6bc>&?5$t*Pe(0Wd6LP2<gze|8K`?I+3y6I?3)GBYi-(gDu=w`Y&8%?@uO
zLhic%^oVgS<o$tqIk;6<QaJ+%JW?>o`+OStI^x%+P$l3bl&EM?AsrjQCI;y$eutbP
z>t&k*iZfud2+5NU&0Euz;_Lk+{P7l>vA^WUOT`OggKj(E9>8yDobpVWg~E~pGUK`W
zu{*L?VWPf8sCYG<bWT(B;90(eUtHgdMN+uu4`0djQYL>Aid>`zd8d*|$xexd1BExC
z(KLELW~tbg;U{PYCs`g>gjcrrJA@XuQ;6Zy1LC7=fx#c9GRy%VO(Dp<VdRexNWV~-
za|#7U|3fEHp}yL?OlDti&aS+l5x=m4SR6!smgO#eO@UuEG+aZYUvdMOcQg8f2~qLf
z8&by1P!nW6UFOt-YInL)lBsVJ=1OIxR=OKz@*2ZBk){ePHx%Eo*VqF$5|eVc^mgeB
z-ukF?LFbf{im2%D`~gn6KRJZ{t_lwJpNqNE0kCrZmr3?%Qy)M!OpE`)An^{1!81en
zm!9+&Q_|0WDZ(W<G1XO#Fj#aXD}dM1%<a`g_~Zp^=$<iWpyVT?_w~NsE)r#;VsUAb
zPWg~103`+yR{Yaq1CtxDcAgg(Mw1oKDaSx$0o@Y(tw96|IiGoDG;7m<q7Ggh#FCNa
z5O>JXb0lmFEneVmA}#3;#@<x%)Z0<uo$1_QD+-adYCY7L(arjpV`k$ydo2G@zXEfA
zb`c*r%SVTWNAn4{V&j1!0ZtW7O#mg>H`QZ)5+^sCOt`d3?P9kPUb*NOQW)8**fZ`$
zZvZmQm482_pFT@lUmr-V)Nl7q1O$LaJ4-(EU!Seqj?93G+!*a0P`W{uX6s^Gy}I5#
z@3Kz2^OS<~{%Ka#!s~uCbSKB*2+`|px}X9AK?l>=N4qUshqRj0X5fnr8jsQ<jcNUu
z)uS~!kDCz4-Cjw5qumBRI02x}*Uqz6*X$N{_XAvZi=z3{uB4;Zlffw3yLmP^I49+_
z0(5Mz9pt|;(jp55$&F0_KY6-vh<*3hhw^wPppL+!WiMv6pY3|hQD))hs-LBh``Q^G
zTaSz^;c4(()Gfd2);+zxP&%7GyFOgq@_3|8qnlp<(BezJ)^oqD29ftudtdgFx$TVc
zy34`E)At=7+U^FsV`RB|v(<YZ?x))3#ed7=3)V9}Qh|f0SC2z=Z}ZSH!>wJi)YK1v
ze0`IlCmfp#2apQpJ@|(tTCe;brRzZC_Wq=j3j3`RvNY#7|J|nL5kRubhLhniSo!?S
zPwRB9aeY8_Ksg^EMXrb4S!<phkA~i)rMZpPobhqJXK?-IzxblXeFT}W{$epsJK?Gt
z)i3q9nkdnd93A-$_1<tD9P-6`7?up`H-+RosLOh&0(8WKP*PZODcGrEUc_SoHR1aQ
z?&KKZHWd95RT{a-nK5~IJh)N&t6d_B;yA0B?^9KjmbIuxiE?v^SR618t^I~EhbZx~
z{S`MgU(|(F=;alrTY%Dw;0;6@ijvJlw*7Z^k-w5v-Yyb7qvnd~{p)JJd`nfVjY@vv
zt3WxN%(#SgHcBpj^qzyd@-lk0{zilT2tYwDvPP4X0|3@Qcy@iTP_06L2RN|2-o_Vz
zz%Ev7v(4}#Db@dhc#TbOHGc?%*4;Uf)Ii6Fg?N@z6_pZkr}tGqoLR__-S}azA+B}r
z`>4`BkyWaluFxoI92N{<$jEK<c-qtkRC69k*X?0>e`s0({pAI6vATAqy1_oO;1zRg
zUu=#KfCzZ#TY8JOVzOKUG|rq1*jC2UER;D~X^J)8&?S!nSXu2>AOAk+V^PQ4M`~=p
zx3!4OJIAWi!c`?~f6+h#V7$$$b4@=IVglGBM&sIbh=4FC^6<TaG3nd>X6A1EbjJk?
zx-F)VwY~%_FYg3|$IoYCN*{`77CYgmaCB_{p-&gN$Bz{=-t;T^ve2|{M+Uf@O(0-T
zwAQ0f7ER%OaNy3;)YJKoDRJJvQ{u+34|mQ7m4}2lt9ky^#fR03u(w5o8C0e0%^t0S
z>KX>46$V>CdiF`O{&Fu_2fJ@lcBR_^v2SF#z4nG0stZ#L2cdCc!b|hvL~N@|7d;(7
zEXUmQ-~>c$AjN(NgnCUTOGGDxr?6qBu4`zSXgv05M(1*xl_vePK1&6_n|M*-q*A9M
zgR5pyP=8-zevZGhsz!~$Q>m``B+~Ei>iZrqvmm?p(+hI04y>96M|WxLsG+~uIk8xj
zNk<s585|Jnq0D@lSKxIUNNd`T78+)2gRx9U=K_T>JH<P8I?L-+x=2X+Ed}f~hzQAK
z;!7A1q&29Ke9vH#{0$Nr9ks^s?)Eyn!t{g@>-T50@5KGHB*w26{rYdubMKhl?-xV(
z7N(Yi%&Ff|#(>BRK&@GkQvi@WNP8m{z}<`9FqJiR1BBQ295x?yK4>Y8cL6sx_rcgP
z+kA4X@j;>ox3iv{4lk@gzU*^g7jzEI`{TCZ5yp46J?!=BlsH4xHde!WycvK!RG0Pr
zOn0NJcUl6FwCwks@kAb%gP4W8<p~V1N#6wEKY?s1PTGsS#{2XmT2899Ab&~-6h-#_
zZeNfu8K|}b0QC~$Z~(r+<3!1b_jnS|VN<ce-EGhdv8AARB9Z9`cexRP@D<~ofX@6N
z06dYofso9au&|qgwz_MQguGc7&WH~d;7hvQR}WrtmpiuA&wSKO$@VW>4Uu<{tX<u6
z1Xl*iFLfIwC{cNkU~8wrpdiDkfXH2vcYWZLU)=dnN!3~eHM<ij6VR?&MfuC>n){MA
zD4j|3Y7fWcmExQS!b}CxE$PJ5?8<F#_tCEIi!UioA7@gf+M@qzgpk;~s9SdJ%kVB0
zt|W(vgpT-w$Cr-|+QwU(>`eh4|LThdKBqfGpngOj)KjtrT&?FoGQAvFI)P>3_VC+D
zXD9b(QWiqMLt#IMcvk_S&UqRfFSoQyHfF^*rVpHK7IO<l-r#*a&@)CJZXD&S2jb?_
zH7CH?<8+m!t3iJl@2K_f>)hbE{)QIvxu8;3=DV7u_9%?zJCEB6f;$2i&7N=D?$tK!
zU!JglHBQ#Y$er%eN_8{w?+e_zgUM?XVg0&NT@{6dtR_!@5PbPH#siPx-K5zSpT`sW
zIsial=Z~CGrnH_EmxGR%f^5}P%vbw1_q5%t>`!WdfNlNVd|_W7=VehV#gm->>H_^y
zB?V-A;LoQdJghJtAn2}SHH{la=32_=?++w{%`|+<fuue_=C#_YnFID{*Zo_(X#1@m
z4F7J_Bvy-sCWuIX$liD*Jo3(Ly^MRdT*#))W{tz;2QpkUgP1G8T7X`oxlyQJGq)t+
zr2AeZrOld!kA0dS)-WKSRD|he9y2wCvp<AWA=xZ*1Itl^sB$Bb!?sjIdjJ%uG(hG<
zL$oz!J~=i%6^tJs_JNP-OL3ZE?Av_nHaemLy&6p!yH_dxA84$dFrHJQkW_O`DG$;t
z3x5`fPW>Gf2f65*)lccyrU`50-m}D&n5PP!74TfmDk33EIcfzKy1BDlDg{#0$kQDO
z|A*YWZ_~9aVIuRz1YpP6y*e5nEFMW0j8Zy0M=+YdMrXS@UYwr3%naK+yW4GO(&S<Y
z`&0j5PPo=a9X=Ymm4W}h^kh$93}JeB%VQEN-MMSY5($$ARhgcwtzjkg-N`<%xDVnA
z?=$j+1xe~8C)0wXN?4G)8yTy*1FP!l6CfLYF^bo+Q1brFQc4amshReDTHEfV!RZkS
znm`%;{oSv(^oc6|XZa0T##^m|<3!keZ8tYu<Pcnz^FpOizGUF4IPfwALv{oSv3Lpq
z0{m^4U+wjE1VE7K^ImkkIb}?6E2CIoxBm;7hxcTT$K|**yyYLj>rWRn_m>C^UFufN
zg|?pFj|9esulQD-eVgigPL#OoLxH)x7h0>ctAJGxtaTews?2faeN#Al>#eaGK(>&;
z<!GX#bBhj6p0B#D2iU~R55$&j3bNVDet12G!Nv=z`jsWvxdw+{O^|L2N8WMfIIF-R
zjN*%SygNbATP^w;4-YBJM+Atgobtqh5nGA~$g1V!pqkIQ?67?mDB0Tu+NatfN^JAj
z`+%DNm?+P2pZXW>diU~b?T6;&DrLWi&FBKap%x-+*t{~rohUS0rVP8$o1Q!4-h#|`
z-nsQjv85Ve=S~Go$Dqw$_U}Eitk3^{u&l>RN+9XHM7o%#S`H(ta>dCrj@&F+Cr1K2
zF4iMq&;5!CwF1!h+K%3CMs=JC>An4GN)EWT&()ku=$q*1IvIt-=<CgRwaVkVyY~Z|
zOMb-iMj}E$pV@XThF?!X>kYJhXp*I~9rFQE>vb5HlMYuas0!gCTnM-YH_MhDu%pqJ
z2ix7D)IN7F4Sy3_A+buO94k+~9R72%jw^adfSRf3P_QK?x$<{bRPRlJj#YEzer>CV
z<(`&%5G@5o(`}*{u$AA7@ur!z^IH2ejj6*WHgnYqq$w9MBEee?WT|#uL%z*N6IOw6
zEu7W>paSrf4sS}$tVSyQz;c_bHbO@?nV-syHdSOhWC(r{EQwlRh=K4aMm!TbBr==^
zi9e9Sk!B~l>=24^HHk)T*YJDT=;^9!K5IL%kv;P*wJ;MFlcb0#@UBM<y(-$P98n=(
zAEPgg(rjI-mhfvT+7ZmQZNQ6Q^;vP~*|xdebDP)*bvSDXwC(tUQOhfV`8N=#Res}3
zgK$8>6PM6$Um5zNB8kaG<4EU&7`C0`K!Zve{Ek8QcRw9iI_*FeSQY_OoxvO@uE+LQ
zfOkDpZ01+G+b;EE1!(gSevP+(NQDP{pUFvA@q>Nfz0It(pSInix8;((|FN;nA|lS%
zmbT1|`Sc9DmWSIsKu)N!oSQ4x>x~dOPGN*7Zjyx1l~P-u#WNkHDzoVF9XiX_L?5dq
zu1kI=5+IN|jZvI#!mMtDU#vE#q_XaOspkMQsxgxg2E)XNWJA*k;}G&9U87UP1`@@q
z_46`3qJuv^+n;_&S%l>RC8$o*W|9FJ*-#Jvco{l1gbcGycd)6FK?2kB&>RnAhMF+C
z15|{hVD)lDPx6g7!|I0I>=JT14h;M@j})I8f-61_>(+~@UpPkxzYa#Or;}IsUon~D
zF*Ufz<9o^A^^n~o1o^!`@IKuATJJ{a-)}z+=5?RhP>L~!h4s?Y5gsiZPN9eVrTBVg
zo1og2xLEE>c>-}nf+*m0s+*GefzLtFqn^%te#&HEocbJ%^0jS>A$r&^WGP{q)7gb&
zU$GxVhc8FssLK}y<zb@G)F{C;5p>sB9zk3Jzi1@l5t2yARE5A+&C!&ix9WID9!1ly
zr7*FGC*&hhi7%M8HnG5b6jQpwmb&OBemSunhmbX`{4|-mzFA^m8!<KA9?6N{{dEXs
zs`$Ror!)dHanJj3%!s%d3ph3;od@Ze02n0vOGs-Aio;&;Gk$WH4-0!2E9)bJk;DRG
ziG<R(#p*Qpmrrsn*;?OU@$O=jqo}iN?9Wz>2XI!#RC&nI!x}>=yh9+(FX-^A4Cdx-
zV;9yGHU(+wOtinTY5VCWFQvrvDkuOo=R(rhRo_XjEek6~#k4jUHpU`VHpE%d;?MpI
z<A5E;QI<&&;nfMV^{k)F%%OESe4)gu{5ZB7-*XCtX=Lhp;G*yi@z<v=I^vA4I0S+;
zAOrQPU%RTM+x8A^1UG7EkeV<FcJ5~o{FV<M4Da}|CJ`t4e_Q6Y{)=?EOhq_${-wY;
zm?)u5Ve=sCcVFIA6g)8kEQdixg)>+#w$FRGfjWOmWZFA16!Nv`3{w=E+IE>iD$}6X
zHAF)?RxzfwhCU#sUIkS$jpD?)V0HkbSxC*9bCXdlq?v{+hjzK!EE+cJeFz{B_Eq!F
zHGwFj)YH(Iumu!Uy|^(X)yX>-A@j85ZzPZt1Bj?QeTzU@^mgVE1>kW-38oRGA>_o_
zbe7ZN;<+s0rh*OpXDC6ygD({F;}qyY6?mGEKgJ*G_OS+e^F6~!lv%t3YJ{hBrbCkx
zSyMIe+`$@=l~!EZU+ajddTP%o&_$&JMF;vx^=K9y4WOOuBHU3lNiBZnqj=Z9W#U7H
z?}^Tpy!{wd@0OsK5Ytm{mT3`5i%@!OVykv8+IC612wO-wdJwVeEYCr*Lg4z0g0!M8
z-X9Mk<h$18oL5xKLh6w7c-WGEc3M5#=bnCrFqPDH7Hg1zjjm$1u`8iey=yi%$P`Km
zCrDd10~L2nW+T{-8TCuc6aV%Lz>NL&;b!Yz0iySOU?>K?oj-#?#QoRN-e(;<{EIaH
zL^GqvX8QMcZ`6)^a#Ju0PVDKuRQ^!j5Ft>*FaKvSxLagXbd)#i1GD=pgshG{WRh|^
zhDJ{sq)cZm-ARfxR9AFy7&2}!4YIT%XMATOyRL?(p~g4pXTfzV%JH7bq!QKVJf;+d
z#6pI8s!IiYrrFPxNuw=Mv+Sn)X*eAiv0HzK%(crHeT*@dyjo$&>kIZV<spt&SOXx|
zR7zH6!wDtXjdNuW>_l&Wda{4oVIC8Uk3hl$bYw;umcgQY2D-RpmKb1a$0_`Sn<>WA
zTv+QFm1tccCn;?Q;|J!K&t8`++Dm?2`I3RYM(ogrII!gYv8FgWKAQoA2967WZ!LU9
zkfswr%mN`9-NQAv=6jB#oJ%(t8rbd<L=r>CFupByEY<>u!^#wm&{40Q7{&7bWY-kj
z8oN0QShTB!jZLzf_O^h?YWU^Mp{dHL9r#`C$R>DPS7(@V{-9#QDM8fa=i%PWatPqT
z@>W*qoMc`=5kC4?9#eIlfXC-wL*soLs3Bxr_P<xsgadHYnxODWwBnzaWtF-%T<XMT
z)%Cb^8<g{kBL#hari$^zu$VLw)tiE7iO7%`F*Hg$FGi_6De55VxR^v4)VOuz&J{1{
z*fa$P#Haz4(buDhM)?PNDL=#L$H~2!a;#!l-U&_eB5h<E#4(NGAH8VAO2`_vq~Gai
zazzEKI3Ftwvmr@?C!Cuxsc7PcwrlgVAj2k1K$qaDu*Wd7_(@+ms{VH@@JXX3sYH3<
zne$JT)(N&9XYs?|T8#=QzC|hxwA^M?Fd97!m}Qq~Yf<c(!c)hR51CEmTMXL7$INm1
zDz*V5ENJCdA7dg~T-QRbKx3i0@SK}!ZuI^^QNQjprRSy`@<fy|dA@=Lo+i4hKj6;f
zN-P}eWK|Uc#F7en^NLQ%Ln2jezpHMF%#&GIW5kClPKJz5@WChKaV%Hi8BlbSpRqLH
z&20D~2s6p^*?WIe?K+_*6W#rkP%vq+k?9aKK)#9abQ}*)(*Df<3z@6yj$<~!YMux&
z%tVgsHSRN>5eC(u42zpcwk?avCa84DU}>>}=|;V4aMh=4Oe(f1``=|V5RWlnl?SVI
z9*!9>*XRq_v=t&X3pwDCdLRvkW4)&h3x}tF!J)^+a!${u*M>py^{27V$R7QyjC881
z9zq2_rS=%Kz*68*$1c-F@Bkq;j8bK0MAv?^y?WX$*w&@j8;T5`)tr{FZGx~ABO;5F
z4dFfl-Uj=~W$<1+3Gl*w@)bP1f!uRKo&d5^zJvmqToHHx#)e=C#knb~;KHtRS5%M%
zEHywy@|E)}2WTnqd5=YrC=;R=izLtJlZ)m$-C>_4Nm>B(g&t%Zjc6IJXh45XViHTw
zZ@4lPto~RvpCN;fZ5Z9e37F<%YKz3fwBKtmq`K2CK>cMcg8B<f%0BVk5t*NF_yBUB
zBQ&!kB2gFk#Wc**NBj>oiTl9z(=x{pW}Z2hhsP)X!u{AtvN~G~(#Mq8P!f4Kb~Hf2
zqnR2U-Q6KvD7axu&SEavMz*RXNeWcA^#N1z7*z+=Q?)@zbV2c~D1YTM)GSpSk>K78
zH{u?HwG7^>!Nlk~;kwB@fHiSCKgpWFui|QTF``%t5)OvYj0Vii|4fQO<K$8mi%=?6
z-qaI0*NGEQz!asouzgiRN{5MIlKnYl_QmPM!{W@}@zf8XpVsql28+NFwe6=-hZpHx
z8r?{#q(0hez-ND1mngh8XHa>Ag~%%PLq<6=qTVdqb|yob!o0lhurs-Ta_vjRc3mce
zP(aaW5k+_+8bt+tK6ZSQ=yJTl=1!viFzISg8go<P9C#RqVf1;9;;&f4Gf2Q6Io)R_
z4LJ@3QxZ4&4VIV*zLTQ4*VSu2kyB2W2HcbGyXc$6{6vSQE*0aH%h?}@chyv_+XU~^
zc8f3f{%4T>p1^Xyss1g&YXLl&&-^cRVk;<W8q_vIW5=>KL#p>9?079+hg8Wf(_}@n
zGZN7%IKj!ql1K!*n+R{@;|a2)-c5818EcS!jz|)g&MC==Fq3zNKcCLi@J(^&bDlhA
zNOUoIL(y+G7*>XMTVEt%ay;_vqm6NkoXLwGT6MgNosT<xA##{p@b1#da=Y*qPb7Rx
z<6>b%!hf0wAISIrTAc1LBwf%-zO_y`a}yRxw%8T1ffskVDbz`{<N(#Sm}Y0#7%D?~
z*NVcpt2k_)1xp!9O)%+RiP&>W36*)x{-pqjL3@va#0rVQnC+!}$l8jyfvIGOk_A*;
zKQ;Mr)~`83I2}B3fz0OOG1erT3#>Vj8#{qD5!0X-@dLerq@+8y84gJ5U&*^rk7B!6
zDbu2^4~LWAYD>pQd?N(UQzGiuCD1+Ir~bfx|DCz#e!n+)cvx$@Cn7)9t{h+@=U6#(
zuO;xLFaMO3Qm1h{_UzJ?0s>fHUq`mZ#=p0^98PCf=Py~JCkg7>6IW`92f{XE42CAJ
z1Ms3sG)Tx;eT9i?q25b!CiD_F6qAXxXe6-1&tl8q;(2W(QgNmK0hr@c&Wv2lr6A&~
z@mV;@=Qv>fA>~SDJhdwCNeWTt3n@NMf!{d<H-eO>lOnN(qt!@}{y+Wv<>$*0-^D5Z
z>xT9w{vSf)K8mlMH?*56`Qx`etVC_2VSh2ZCFB(XP2tgG7!2%rn82ohR=KIJ)fo$M
zyik6<#F>v=?c;?dQ*__Ph&Y_dz4pv5OM?LCqjbC9`~W!|3zqK7DOJ6+fu5n0V~<b$
zv6anCRQA~$iLy?n9RuRE#~qZCM-=ZT0Zkj|UdTZv$+*;?_M0;(kmKvkcmXphmF|<>
zD`}4Z+SdES%PHvKP_!po-D5Hg+6LtG?O(+=B(IVGd$W@T{h_MNvqq0{7QaP8v8Nw5
zZd)yo13QHP3+I@>IF(%Gh*&(5Gbw?==c0DQQoaz%igEQ5LFLyHQlue?8b3D*g)y<R
z4K4*nai*exVglcbp4Gz5@Oo<1bzal_NNEZ`!`;k^(LRl-=kB<ux?n8*2-ta)jm9LR
z;FRz^HFiRQz2EK$NdNlCi}zNVr={~=H-Z8s#)sJj5$A|yzl|8ED0Gij7_EtCGU^8$
zojd*s5c{RMZf<T9&|ikpDG}-syz;Xjq%w7Nu5?oy)+u}p<YoD$!Y(M6jN?-pB<D4G
z2bu@sk64X(%PUJTGepXpN4M3a-8Hakx4LDdi$Uxq5yN&N93>H5b|HBD{gITo<*MkA
z3-*ehzZOcG?)2MqX|R6}8~;t9=f5}XFTO<9`THO4Z{5fGil>{n3R!2XG6v4Po*=4*
zzW1d`Lvk#DVj#UMmUJpK??hGQkBaTt-C~#|m&-ly$7DJ)ttx7p3ye9B(8VJ8ic%7I
zOz?~ap2DDgq*jngy{KAk`EAGf55My=DalFZbv0%$bbs3=|K;zO<s`IthC1Y^<D{LG
zv6MXapoRSoNUvjb`|ZW<cXQ9SciPzs-?0p+LhFdCl~xQY^y~x^`%l0AT?PDjwcOLU
z9!`1IV1Ma=+xnaj03{|~>OJ)2=?X4kziTSxkgk-$TyV0zEv}WZP_voHTJ``s3X{}t
z|E5c~4F0QM_xOXsYK2r%?cNM{AzR`KU@3QpVFT*VKE|}~eL+E+1PoEz<>fg5<dave
zuPWD{Zz=#<cC}pe=I0zW=YjtcY@Q8ZukFAP*G(=Dmp>;?*M+L<Kqg{*d}cna-gq-=
z)C#EH1{z>Zz#R{DiU_y2``AG4SVAJG<mS6-_j^aDdmgp+$-0ZSMvH5^mHXK-kaN{&
zoaj&xPG;0m*}QYP-M_ZIOBg>?1~gyM2Vilx#amViOXcCy^D)O=kKYD_SR5JGK-^iG
zA<Ge%2?DfAzAN*={}t?|o|HoHHYvDej^y*2rOmf~wi?6!razftJfNwg9IZLQ!a6;l
zir6#*WcV6`MrquhF^(=kqh;XNPmBV&*xN~DdsE^HLy4hd+b%4sgQ!+!em}8Ec0~mv
zC?6xzES*`0N&N}&hTu9^Pio?;lNg$W6LP^dtr6lqbgfKNl8W^$>Ez8-s*{n7$oNgP
z=|X*qgghw+S*n<n@7?1Oq$TWG^8RKe#QMlO|19(E4#tV6yjM#A2xjwfqencDixj~t
zeaFzGQDUqbd$Oui>sr^DL)hlI%46QR(K}KKfR48oMdpb!B<Ofo1N&vnsQC<6zUc|S
z!Erg1<GV={;k|P`+S`NdhB;~zfc;F-p#E9a%M$v90uTt_u@-rldIp=51F7IR$Fs_P
zqOfLF@FaazhRmp3Sp=_J!_DT~w@7k;J`G5leL(BmeH7h#uIA26+|A8(?7$1Slt`1N
zpF*_~TW1Y_r)qh>`lYQJ{ipKX&iig1s8-2$d_WXkXSx(<j0P~)nw-Y1QbGUJ9N)by
zDGjr_)rCez!1{M;w&!7V&F=&|^KU6~d$_oi=0u}Pd!a(L@-5$88#EPIX>x3P^JjXU
zu4oz%*LGZrPnUW--&jj~A_ElO(u_^DxG^B_%z)`y5803o#q=nUM6Zwww*sWpf!)e_
zCm0dM@);Gfi9oM>Cw<pT(YgvTju4tGT8M+@Xc$8fo^!W6*t-4?KGSnJTM|{#3^O~C
zQQ9cLc*95(!ca3R;|{L*jOP}j7LZn4g{ztyE?(|c(92#NIGoj)i1yom2aAqhJg4<+
z)?-)(VNG$Usbf`*fG@`vx`RKr73n|s>DIWr{G%jy0UI9ZmIbiaqkzuo3_xAk=08a{
zItb+->f78gm`|3J`EUX$U8%R0aE}iPI-xM@?seN?9?mTX%RoOf5Yep*9-BQ!0qUS}
zfvLH}N{^?{O9(KdH5yVq>`)lJUvYqD?c0MtAwoXl=la#>{nb8J1hK&GfaFc&ds+|R
zvw!foNSfMM0{x3%*SkAYfM@MC`2R(t9`L)pY?n?EpDZnf?0*NVx2B^#j$gbv2yxVg
zjf{oT#_oU;;fsE4o)$p1#GBine1JX2%P3}dD#%>h0hwu$(0BOlb>IEY8UWh2)x|~T
z5ck=wN$z`FpoX@1N*3<nVc}jtdx3l1Z~q{mS-PIqClnXa&<$}I>O*W1nY#a>j#*Q&
zML&Pg$KDPB`dHe(s$oyxhz14{Gza7rm<o=z#j0;^>N8R>9vhFX%#moe@}y&}k}%rl
zNUG+)SxGvx-Z60dQaaMYpI<{9wsjDwtFf41wP$w8kV7dDKt8lY!k}IZ0-jq6aOsE$
zzs<r(-S`U(7FI=kNCevH)K>K-pNsN`2#f}QRP^e{>njLVB!gB?-0hhs4r3_nSd}2|
z;2co5o=YXjke9C2jhYkt97?lKfXY)gx(%ctk>ozOr_Ke7OqX}Rc0C_vD`c|>>qdn@
zK6J%7aRd6KWq(Em;|{j>72?Oz)Rch7SS|ImEZq%VtL|B<8X+YOO{BKYeMwZC#9aco
z;HA5J$;)?^ZZ~kr|1EB*vB?pdE~I<=a}O03Tfnd)S<bYqZy)UvXRN1PL74OikcWY(
zwtt>pHwqyoB_%oKKxwhrFQ9rB;J7BK8%+Li1C3P|uDN;KGuEJf2LaJW)M21<Hc=fv
zhA{(xdY_y+L-jS-Z_nmO`y2kynr+j4YLz{sGH8ggC(e-J)tqai{JT;1Ve35CJwEUX
z_~Y}IZ$B|X5OPwD7+`!%e$>8+asH2T)?x=wwp_O=An7_&12|wJC^3PR6LdUlTbXF4
z0*v+nNImK>aPlG-bn$^i(eEJJAH3-g(p5<9JTD9GdY7O=nrp4iZbe($HC5@)tk3&H
zByZD3iq-vq+~$HqcT~P=Z_fWf9G^A*N``bDgzA;5x2`@!QGX`}1005#yECz&Bj5LP
z+FK%lk2S*gh~lZi1>y|gQ`+sEoPmF6))>j`0L`a-$+g#ANw^I_mel{x=3bh$N@+>)
zl=u_87+`h-Awtbh!+Y8;51PX1Zn1jV$MNQ~X1i6TGeGNd{PuZwq0wA-nUcrF?soA+
z;lGlk0K|X3Tu+8Ob+!p|)nBTp<+?Ekq*e#|gEUWWn5uwS?Lbp^a(rC>ysKm(R;M3p
znuwG$M2gRbO`1^rFfyx{+jpXfP(_95>qfU$wyRN)-i(S^OS8ySAQ`uMlmOahA}GE1
zY-9jIwE}j~^Do89VM%`h+ZS8(0D$rT+0Kn?On#kOrCDtINGLM=$%`~`yWcBxJ9l?|
zct4@0m}w7N_|EVrlMCz(<CbhYqj#=+e&y;YDaE{B@Amyk%GBO?CcJdt*KbYt?|t=I
ze6>_rRkihcymjTJna8EIcmC%8UkS|d>AqHWrfaf*M`;&)*6j}q|152Ubo%gtsDE$v
zr{638f4WquLj`zK^6kHm>i5+i%6MxW{j!D^SYMf($2G6>2RyH{L(FCNOQV8>^Yykr
zFK6cKSN#22nSDL?=C0Cm;9hfgxr^neo&?^iv{SNrKSy}KS=x)$z^h;_voAjLy$w7a
zAUrDS&gS&z!pC{$7F~NG_62yAilE>&4y8k8jDm^XsvR7@DdtK(%T<qgMftzh58?-{
zUj!bd37&wTsP?sH($o1<7AH5Ptj(G`YtH;Xg^QAxzZH0PB|rbyM!WgyEqAU49P?r;
z3klOKDEnk3T>Z05`bzpjPd%w?3A6cDrbiw45peGOW24W>XMAja=1hJ*$F0V8A@9=5
z(t`UR^=!*knRC17v&q#dr>_fHmdbX=+ii<_RFTByVk4Eh`c2l0b7C8ggxz|2b%U2?
ztcm2*pNE6)ZVnKBCRf_vvsmUt%O^3=dE!qXv#>BXvq8@lg4~jIa@J;^=}t4_E~$SM
z+O^Yf-7@VP+o#puzk2h4m&Q7;4Ug>Z<(FPfopsV<rP-M;d}}@)P5G>5^zq&<!}U29
zq6?=i{Qm1~bmro_=JPEAA3b%+$U2h2st|PDD0O9En3q%Jto*l+xo^Z&W$l!@z4i;o
z+pPk+n-(oRx)OY`Ds<=$($kRwA0(jE8>W*SRK`+}#+7jUS^BGcfw%SFK3vM6-r#jK
zLtNcZ?{ZbSwtevTn4dzk_6V#E-z0M(O2U}&Nbs7^-c!3GR2%jk>)82RTKvKFHOH3s
zhUoU(*}5d;`O?`>6umS2oc*?)=9rNEC_!zDIcOF_K^$^%eI{0i_;+vBxsf+h`{Tn?
z$6kvBt%%r{IFsR#^G%+`u`zCER!6NbKPwdZsonU>gvs{{EGJ2&JvRCIQf{r-tY>Wu
zURM~@{l0mwb8>IG(<}z*HbYYkYUo3^4zhTknJv8AMlbVn?=2sxX+ATiO^7y3UG}wE
zURLwImsnjBOJM%8`#n7=M{<QHpYPF-GrsU?O$Yzpu>UKz_K0({3eA$@EQq`Db?M6@
zwZIk64ozndh&*;)@LM6z=7$d@qv9`IFoPYA2DK5@=Le4%O;QMc@-pA$M7qr6*E4+1
zyk52Wreleo<wvvZ)kii<UOcpApJc96#otSRazbC;VBBK7cKYoTX+NTms~osEVIN1I
ze!_%f0d0I9zYd&O%WL8AE&v$54rSnVYYLZ8Era%KeO9_LCy2QJ6zpF)^@Gc-U6a-<
zIg`u1aC%N<TFWwlR;jF$E~@Ohj8mpLWxP6k(D1}clQ}zlw#0;IYd9=7EoiuN2xvpY
zn+8ZK#_Frw6;h^;++R-Fr_ue=!+6q~&`VW~i#8_aDuvo^=)54v{phD=hVtgK+Z2`E
zb<~Y6>f|1Zczdwsr^|}Ppm7`_NP<L-HsQF9J@Y$%F&}@VQCsvldYa(c36a+)&%Phc
z{yC*?_5{Vh9=lSW%sT6v&XF6;zbso({5S02LU0ESdq_x36!+_#7_!DwHj}L=^Ov9r
z+k~*Hm-$D1+=3)GYw<6LcS?M-^uQ5D?c3Kbg#Dh>`&Le)G>!A#73LRqz@a~e6gg}z
zZH5F4=QGn+?y^%Vd*=tbzpAP;TLrwwRQL0~h-V@@7@q_!G?mB^ekm@pP||(g@f?{a
z6F68mU#Z`;v7Fs2+&<veOi7f%2xu0C6@9AH5{nPrybzO;`fBRQ^c?xNM4y1ks<phz
z%A9`8KTfhP=q=iq)_g(D_be}Cl$_AhZh5{bpC`@UT(Cf<7dY4lY~VO7`T75N?Cq6e
T2IumD9%1lw^>bP0l+XkKev2~+
literal 0
HcmV?d00001
diff --git a/log/zPythonScripteTest/err_n_plots/IterPlot__Vp_Vp__fwi_FWISO_iterate_m_allshots_5_6.png b/log/zPythonScripteTest/err_n_plots/IterPlot__Vp_Vp__fwi_FWISO_iterate_m_allshots_5_6.png
new file mode 100644
index 0000000000000000000000000000000000000000..0d0a3c4032d2e8d6ba3d178d43e5d579bd2029d9
GIT binary patch
literal 38961
zcmaI8by!qw`!$ROiqg^`FqCw6j4^acHzVEMtw;<pAYB5|-Q9|GcZYO$=e!%epWpY~
zZ+ypr|I9J4_rA_r=UQtU_(4_-4V4HL2?+^JLL8!ig!E7i`1j-KL*SDiY>AmjNU;|Z
zkhe-M-*%Inzu}HuB2waOXVlfU=*b=5sxiKN4r5bjB@iiDO@!QPM3`{O<LGk=RapmJ
znkG=wv}1pv9%`L0Ay;_(_U)z=mYUkv%vh%L`S=Ag)d`^id#8cfDffN!-u2rhjJ+v7
z<Nn@n@%Ab1!pE)!wdH%DP+CcX7}H0ArG4*-2KwGm##qjR=4gc2tKuIpcDF8O%UJnq
zeRBVa5ncx^b3o?^O$i=8)9>nB=J|2a)vkE^(UgOB;4SbR<Q1*3*98<GW121uK3Ac5
zteJ#OQ~x&4{>V&8!f5M{H-2doa%}N4bnknU4IeKaAHj;wJ9e)d2QHM(q@z#@&|@Sd
zOjA}Y;7DMcaZev0Awh_weSyCVl3{$mYhb`OUK2`xrl*v9ft^ZFughQ8yW_Wuy&(Sv
zC)`b!j>nqrG5Ia+d(2AlPmKhJBWpiF>fJ#|C~}&>UkFFWp+G|VB>p836A9@}#!tvo
z;BJRM{=K5!XDSKxVOT-}S{l}>yRKQUmO9Mv4ds@bzo^CbZ(LNL5FC|&79=m<gzKyC
zPD%s3Q-fJmvEiEBka8o;|I6K?(Y*VwOD>O?a}w7jop7bm$eZ}z@YydW5`E8?e(A=V
z-TNdwb(b%{68_ls9IZ^hO11QDeNC8=gh+g1qwna@ORWF*J+nv0O^AQ8s1D8fk!_j2
z9p@_{%f4h86S$9~g-(7u?2)7YTi{8;(|`q?P$ecWaqxb%>z9z(=M-aMkf4JXiopGS
zC;joSQ~39}7n*TW=3<TXzvz1Wjla+cIm=R2=;Z)Mbr=6yyxSfM&4bET!ZY8(C`0N5
z?-N=E8AQvIE-#D6?`pWQ(Vyk8*x47Br&jc~+ZQ)7Yt0PEx$LPg)AfBy!2kbwq<?N8
z{)njW(^rK~2nV}FqM%@5MlP`d+gJ`}f}6r|e3peobtA8bT&<b}MRXY>-G!1QiERl{
zNZKH|x&nN<_CS0zO?q0D;(cz(NY<`;?(K;nPHk~{cr6d**0{yjM9wzC&kXWd|L>sD
zWHyUCd$JP`6ZFySlus%3;^<+jGCC(Rwvr^$KBke{&11r-Dx`k|_OcV@;jMkJT{Ai%
zJ}EK2@#I~U8E%H3Zj{k$39erQCTz12NA1SiXy47kl~)$4Jy}vy8#(D}DIRtB1Q7i{
zQ}LfO5M~-@XJI=ER~-*%XUkp5%Y;xa{J?>;%I8Ejb$uI6>Tc}B#+AZ#;E&<`rSL7+
zic-W%I3wH3;PcK#jsH0G-A78De6r0!h04mL7vIp*Uyr7MDt4hsXl6Fh%S`xYIvjT0
zlS3Iz%R1PJQTSFP<L$pPfj!z2D8U~;JG@ik?K=?eK`?scGmn#S;)m7tyXSXD^FGRu
zlcfCqx{a1Y!fmMRoBQ7$T0N0S4+=tsnVcr{NyQdojCW@B&EPW@fYKTS*9$o0It>tZ
z5AQ1j#@yESBwLOs{t8h(&`4YmzMkwoaV!WTa^5O6G$dsouhqh$EVKKVyDs%?El)O8
zL7Wc$ei^O11M+C$&6STN!;l5Jzyd$fT<(F4@=S%Vo1&zgdizIkXjc2aXp!i07AJ#Y
zW*w@ipA8b7wq|BDVZ@UvjCf2xBVpVs7C0O6mKW!wG?y8+DNZ0UG*scxpi}f}VKC(N
z>cK!f`&zv5I`+_ZvG+lvc{UzCe#V#z`)1R{(v4gqkbqfr8;LJW`tS4SO$MQ0jjEv`
z87ME`+QahddQ&BZ%YE~V)IBiAyZLCb1HID&QHJs7f%(^^FF7OJ&uVKo$7Mt!Ar5<d
z`W#c)BtG}uD6PNs*)IWy*Pt|9hJ4kcyfdh6PfXJBf~Ew-&+ih-e_La5%F^@u^ciq+
z{J<y19-B4Z;8S!gq3hXto_U+5fuMnA)&WN$P=dpBCpsx=B4RT=Ojze+Q3FK8=J8wp
z*Hsqk`EI_ud3%8MfR=({`EsOXePp0PwH2xR*%rT(^eP>cKt*SsI#O(v*nF>`-UDVB
zVm_4BCIP0ij~{=(C9~A>w$Q8iD4eedOJ0Y9#r7f0P)$!~$fp#t{5|H$b2i0pExC)#
z%gBKoxXCbrXae!5#?16=M?Z0#Pt9`XVP<dNaF~#(neNT(MUey}C7Uoq2;5{(-PEj8
zvW(Mf`o^IzL?W@$X)fkDOVbyaq$FyJ_t{!ni-$hxgkyHH^Guaxec(oFGZehiIp2r4
zI-nfcN6hp<98Q&ubvza?42C^dhIn3it(>}O3FZXCI;(ceX;Ur=tvzz3VuxeSH`hOo
zG%93etOH#y?Z>CPfXoc$>+^}`!*&#}yx!z;L9XZMq|*U?J|Wum=TO_R6vWvN2AT4Y
z=X**1%4dZ9Con5*fh<X_3D32uT4?h{s7Ua5#isZ$3K$O52|0-0cuOJ}ub4W`IK}-O
z$aGGtg^U8e>al8?C3qm&?M13#4>zW~t?kc=X1A@)NYS&sxkA$~Vc_|zBZlY6H|GLq
zXoqvam9KA`XT7$mvpp7bxJjk?$?vDr8wls#s6M|VJw+O|)I_nm;>cBdibt9GUOfXW
z=Y2q0AdY`^+3K=fQ{%-iM+m3K#V2p@;j*=saPB3eIOO&!8hX0Rk>atFMTv4wljb7m
z+G9B~UW~}F6pKXuGh#8ZR#)5lua2^jO$UUnZQ@<;{9KE+v4`S~NuZNkK1)rWrw~q~
zlds_0yP3iQM0Bik(|+>)i~Joa2nssq%~6cEn-^XP$AdpJFNNK(dqb&eR8>cNa1hhl
zlw;yF8PO|av=znHZiE4D=qcoZM#UNr(&ORc-Yi%m65Yb}SM#>w_Zbftj;k;!!3jb}
zCI$+$Sz9?N!{=`zsM?fu-OBp|%A3i=9So`4N_V^0>x3HmY7R{Gi}b3#QcdaQa%Fje
zgH{9SMb%B$n$tU<TLw46S{sbuIiul0^bL@UibJM{nFy}XQl}Ej<M-sw6%}obq7GY7
zoh3EtCuZ!D4xTxpaCN8E#vdc*!Pip5YR1#1R%t#}{=9b<Gd}yPu=zPLc%E9xceDNZ
zIv!(2;dDRMM+-^SdfVek5KcRYNVC^!yHRo7QBUq>pSY{*da?KJX!G5!A;@j#kPs@k
zy5Ueqh6%aHF~ZqhhHJGkLN(ynu5bF>_)Poq+`2b52-2G04J@sC=vYkZSBJ?$C^xDv
zUi>{z`)>Tut?A4t7#@>OzH-5+)dGimKRak^ICE64)oEBFy6T3a(2(EZwcu5b7i6Vw
zzU5r?x|o3A4{Q>q#j~f8yE~Z+G)|dN3u`)PxiJ`~PU|vGibI{#$UaqlQTc+@4zdN-
ztlE*TwnF+dd_KgnyGqmhyI-z8Ijkug+;*L}XK9dvR9VWz3r@?KYu9BYrItu&)#<O#
zk5~6ToyOndNLAxv{v_Zr(Tmi3l<`r*q2N2@wl{r$X%bzftnqCZwt`B{=kp%CBf_fQ
z<fv^#R*_^nT~;xc@q5JxoL{tA3Ru&GXz@0|9A-|i(Zz65E}2jCreqB-1y)3#Q(|oq
zq;raftRQ)r9(9*}X6lHH8p?GRYgxTKCP`d~z?&%+WuUAx;|%Q;ulq@^&}#9W<W4uh
z@s;P&S3djL{pm);Zaf*6w~Wo5d%l^O6XsCd(0dH<Y%Et!evjTX|Cw>9v&3aX-$U3v
z+_Xth*ePq3mLa=c|2<bqxtmi&hq-eV|3Fja4`BRcKOC33D%1@#S-j5A&o@`}6L8w`
zG#*y~(X;Fe8l8Mdkzs<CvduLXUoqm2>aHe@6cQu-i3D$zWr~n1XC~eguzkGi;p#bd
zAQhI3kb8(X#YX+HO2+B7iMICp?xWGFLU~Gt;caK~Kd~6JIa?VD)gLiFPFZ)&T@Xp^
zk-R<VqOD(Wu@6V=B942%wYNXUQdT)*Vvy1_!TEbFPKWLB!<EusFq4kZ#&RPT?TfoD
znZzo^a(uK~d&Gjyd~@^sKuqP#`OR^Pb=DoC5^<@Qpp7mrogREl@sd+t!G~I?=<zcD
z8<{m7idTw-Jyl~E2Hp$G1NjaLr-s8{3SWoyaOszNb{o@xsLAH76$FgqzvUR<W>MlQ
z@W(q>?~2=IwFZ=N{y1k+7nurH(vYm@74<jBw2Tfkf>4?{7)GL)JAB|Uhe)h6jl<r>
z>r7{0Q6Ji{nnD6!Z_-h-X-<M9T~sqiG?7P-go}bD9_8}s$2S+>+V_t}&L>}DVF?}2
z)@P<re+Qp`E8VOrHyt_CwD!JHt%gRRvT3HJQrwlNfXmF!y+HhSHv6{OuW)iEOuxW@
zN&6`oCzNb9-&hsow%-`dF@FbxU7c)(@6~Asp!-2MkCUjuHHV*77)Q*i_b>M<&$F<(
zaq;nIk9vX&q#F`fQT~MTL@kEPu$us6r_DkgX)1(L98-KdfFD36@Cmlor|Ei!xY<e>
znV-JuDq179m~OcJi~_ywR`o77*mMJR_XN+m9k+R2pLKRpTs$D$0&=dRQynV2XpPbE
z?I@P+b?5aFVMq4NI~}hbp60rfYn~g+%Okk^`S_gu!t?Xl^LGQk>K*pyyN)-28J=*R
z<G44wSlwKAvypyncz_x5XJib5k_4Q2PlHp6#$>*+HdKtNa#M?D%Tjw^_f#&_cql~j
zY_27c27|TE7sa*{jDD*1@*x@`$=pxcNd|m;?+@zD_AGFl)$<;<#Kg8F*NL$yUO!!F
zn-ABP;>%-3M|WncEP1dTw>75govR~d^KO=aCN<y4_-IZh<s%LS^arQgo&-FHW;s7Q
z$Q%bQ%%8@okkAaj6*6*;aEwZFnawPjUoHFnP;*L3C-rGMu^(fc;d!(qt4d3&i$+{t
z--ZaiLk53i+5>Q&JlTv*rq-wA6<<ce0CwNUoNutTBOj`mK`bdySK$O)X;jFmN&+aK
z@<mstShp-Z9lnqyxqt|*6;kIpb<DxlaweTaOjEgvUA61qR%nBDi9cq~d6-<7zWhJ8
zz<;1Oe`!cpUU%4=9~;ipv3qnyMA6iKYVBS4)OjNjJxMXB-#iPbHtFFez4^XHw0pSR
zh}Vv&Y(p$w=&PkRgg$CY=aeanx2z{Evfh<oo+~1-yM(GUCY4AY#>0zD!b;W$H^ZDW
zYTciPsF`D)Wx^#KJfjHe4B3?^7jtRy#B)gnGT}OGGvo{N1LrN3tis6L0%}l7R!>|E
zaSYc*_V42F{v!3?Lia0X{Q9sIjgDJa>)D<k3+Df2sgW^*mlUq?^9Ls6TagP*N_)u`
z4L)48JtXKE*hHP7f^(0lJpNYHel7Ez{t*tIvteYKFfCMQzDDquS)fC8M8H7RVY--o
zl&FD^92x&`MKgU@=ymQ&x_YL5EnD#s#aC`~2s~{Ni531j5Jztu){PC#lOKs@H(WWB
zk8oOA^3cqx!GV|9((PZ9V^4{rV6!yvBKoTFR14>$V6+U#rz8SdM?S~RgKqP4PoC!|
zd+yCCD<_(pJD=~X3OjUSA>0pr_vSLOXt0K8Q+5*U_6nJ}qEpD+ulodGFzs!b#A@*Q
zP5tp&;cS`X`sYVzb9Igd1TGi8hreiL35FyW$YX#4`-%*}t3<D(!3I}`1W7!`9F3Ci
zTdS)0v#uT0b&lJw^Qj{DioLIk@u6<TxdxkMXi~A3E|+6|;G3VWz?MRnuT(hy&8p*7
z(%IU=D;Mflh#PY~nZD431k(Lp4gTFj!s?r&w7c8xN?f-42#9}a248Fe*OHV9F1qZW
zqWxxLz_`Y!rFObrpQ2f5HUeC0C8_y3rr_xJuMw!nW@AgsO%HRt%NBmv-fXSIZXFYb
z5WDAmLp0)i8#tp^!ZyDb3%a+)5(7<cYV@t^+f<i=#j+b+_dQuKhjPMk@xOW7tquwU
zn*oEWrAC>-ZTiT3PTus%ocaFkw&%pz)|m1*+`$9`K&nhYV{_dJB!ryg&#)wUj0Xb4
ztj>up3D_GJ792$w*LvgYZ*DPE%IOo$odj<>w;>MKh4_g5HXNW&%4=vi?6BP;Y}RpU
z;e<qCw08&D#w(!;Sc~6-bex{QZp@oI{{6lfYsfJ6o6~tp(bW>2nDhR8ZbijLjXZ9w
z4*TKHX3u75^AV}Q+1*}Ib|s46{rd9>8pE;>CtY`Y9Zkk#_Tl&_=(A7&2HDr?Ps*1Y
z>0#Ovg+N3nBk8A7nClHd079z!>3Df$Zw4yJ`5m4X6Y$Elu&K#b&2WLC$<hDDe4$Cm
z>+<+{pvim#ZcnWBSK>b$&+k}&|BDTr0BHiS)?Kc9wJfBfG-2IOyS~aF=5{uELo-$H
z%md0Rww`Tp6+1q<x@zCrvV<tHm1L*r^d&cjz?wYT51A}kf&HW7)kq4=sNpvJ#yq4`
zFRu!T23|)`gO<pKmW81uXL~8_=GsnQkRRF!B|@6>8fzrD&a}mYA3tR7h*Fj&0^9mC
z1+ZWX<b`tP4)qz57Z;Su#H+@nj%1b58wuGU^^8<`JD>P|A7YQE-YVNkD1g9;<Uw|5
zzkY=bNsewX(i0t0mZ4F#o@(3@h=Ul;f9^fW)v)GJXCFEp0M<w#?Tc<l^73RLqlLt(
zpPlyQMIq+nqn-3*-Zv6kU{c9oSk7i$fx6~$osNXWA^?=QopMttnoc9NA)GEYEFiN@
zAz14BYsNbp?b9rcOInyA&}J&4J5pTS`x1y|s@lT@Vs1At<iA+V%vZQx-xCD=qXYIM
z?#bsrz7%5*eR>cO?MQE`Lw#Crg78``UuSd&b|&-j@zL?U&C%Q%JCg+fe%c&O>h|#f
zKt%YIZ2W1ueuo~2-{#Z05&549>r=Y7T*#ne1x%Uq`u(Ddk3&SDx}zW#j16ysnF8yD
zS3t%eMIsU|5qnny)0LXCU{592urfz7YtN0vO<)nLw7j0)|JIjRP&6$Kk%}p5UTjB6
zKs7f%@AX(ukKgxjxXO^{(ekzmK+h$Qi0G0_Ujeq}T*ISd{XQNm^gqD+Z5(308+>yZ
zpB1Jrm)Eedy<DlOb3NA;BO)ircbtpp_1XfLCwA96@1K;Xc%1q!qm=I^>VQa;hK|#o
zcZ3mf<&=;Y=b4RstL-6k*K5x&X40y&xCOszO3nG8PFlVqcX)S)TKWP=e{vG8g8loF
zndj4247LYOtbS?6J8!N@%&OK%rf;cj+u$;k)P22ITSv9SyQrXWP6ndb|LXSlqlFZp
zZi}=fr6f^-f^h+sVWESGeaB4&4Q*|A#4U^A)|)asEMzqo<NS?b$KDz_GB4AZI*-D`
zk3El*w{F)YOyBorq=eHB8ks#UeLI{Xexwh|tSjT=2B;>`%keO26JsB)2q)a6mpO$O
zon__+lvHqjQ44ZhoFaKf{fO*KiMp9B9;>-CVeI3)VSl9B@19O=2hMPhfe+M_@00W;
zO<&Oi`!lJ^6wfIF1F!J1jfG4bIEC|K#P;pEwxZTeE$(XBDshv0pQqy~9B2UE%SRGo
z=zDXO=9^b&Ge!eCXB!nfDK`_nxD4EPi$x5miGI#<f@kS%WJSbWcHgOGJHJx8FWB6=
zf-k3jA-t}VIQn__I)66Kc#)%wNT2|0vaIL}G8Y82h>5-z+GupFC^uk6AJ&1x11#lr
zSM7((p_d)Mz;UczF8lLy0D0w4GIdQHD|ZEaxG|V&a~QCFm*(&6>e_FcPOovrW<Q(T
zp`>zVt8IO?O=ggB{AYnS_>>&rd^xQucfbE9&L~{~OFfWl4gfOi;PIr!TW+R3<x9JE
zoRFpfzK~LF4Q)htDx>edhXAuK0l(@l(LX=3E8`Ct`vV_12;j%6ht4PzY=wz6W-&Fj
z;&D3^5f*4N+8IO>PP-h%LLve=J%w+NTT%cEeW_tjf1##x)qLc9V;$De-W*C!yjn%+
z+Xk<>kjCpRSWbn~2-=^z@?dlA?pvn4GZ|XqVzL}8ReXl!nyjjNZrW0BSy{iyfkNmR
z9om-5b5k|8N0CM<aGqp;x2rf%-*{SU^Q&DBmQzsR3j+>G;b>@A;H*l)aA5BdB%|-j
zcY+p}Ee%?pLUNxH-1i!{6_t$#lC|^mxC^!G4Od{OyD_;@SODioDu9>ml_%Y}(xm(7
zT-#jleDBu%jD$RmIY|IhzPru+8rWCX7zOsfl`@TK)HyuDLL&sWQ~j``veRww<w3gR
zdoV+IftIpN%H<C>3s707<y~>6%J8q_7YI&I+bHjt3tFPmLddaqSyu+WK0<In{w}=l
zuC#n{J!NfUj9Ys^7a_<{d<nMGyMZ#MAoPvDFdhypBeYa6V@+Nnh%TCIuH=+T8+fmc
zHM`ajj0_ZawL4IwcD4L<tvma!uAks3Hg1i{@0DEH3_oRaDeuB*5%GJx1Got3Y6B$3
zo|Az!#KRq`ACx^+QQp|cl)($Ob|IDXa=|OqHZxw_c3p8e0hmJo<+)wS`ccR2QV2xE
z;bx-P1<Y{B$sLNhLU|IE;hnl#9N1wa+kP@umP`Z^c6VIpdA-%D4~K13ZtfRrDO=8*
zWdu?xP%q00`NNXE+?=FH^K++4^$fYNNWEu2P8m%O2;2)N+<w(P%>%sW-y%^_k5r1M
zJdO)TmTd2W`YSpX5_r4~b#?EeRXvg)E>#3lUY#;5RGKdodmR@;d{n1O79+t6$AVbe
z7pIEPQH4EocZQ{8w};Y4#tQ|kYj+Rpu0&M~yM|Aj5x=|xH-LVJMsQ$i6;$3YIAps6
zADgkN-7Rewef4r|f@l89JIp<q=VtOj%4K-o`s4zjb0J|mcJ~M%F0zU-hs;M7n%C;w
z*ZZKg*3h}4x$6bZk}ZE?vYPAU^}vlS>l9bW{+^67>hojk`qia|hRGQYaNR}(;{1v@
zI4|FPdy5!gOuY^kHxcer+5o4AL2B0uG}CdV%=ZB;iQcxl^162gQ&KDq7tSorWgmaF
zTLNEV(Wp4vb5CwQ$^!!gf%oqpznWbyH)WLFPIs;vx3jQ^fOg%mRqs5ITy8N@<ay{~
z2T(l#bls2W+0&{pk<roF$+J$$6=J?8ONWK<r=ds}qD5-~l9izsj-XUjFYKG(Ptr?Y
zd$%WV^xv07S^w_ZL6z*VNIV}IH*gduJ{zvMnTl!bw60zHXef;8^p5ixLrAk#p#2^!
z<;dbRB=F>AS!;RJcA7f{Kk+jL-gcfT!|4Evj~-B+^PUolTHm$12q&B!Pgn31?ZX?A
z?no(^eNmRw*h<1z>MchJGYhsC%d|%37EydCN~?ZrGTw@+$F<X}dq>z#nVh7N`28pL
z8_rgYR-Ru-Yz9aj`@l_i?P&|Mhs8Ac+cW_CT3m0`y;3fFQ}FxvK@~tNHa9LWYzxoR
z6O%b_v4LyuW{b2hM(Tm-CIfb@$ubHkU_aeqo6xa$lE;Dyc>;rRulC%}4GV%TudW`D
zf;ce;@M1TA%tIUsns?(I(!Q1taZ<0aa8kP|*s!pNfZ+ypvAqk4CmXYv_xfIx+90-$
zBgcER6x@EkAwO=xVEBm|y9;sS+^@+YtaW}k4xlqH&mIPPbl`SM_2q~pnZAlsWjB{@
zM62RiOx9RlpEVj9Qj3v|Sp&3V2U$m>MB-$f<GNHaV;n%xk249J?+AU+(3s6vorvr}
zPjowri{e&x3Sq_41FcZUJ)J?Od3Q=l^Dg>?wq^gWrgHRM?cyGE+mV^3?6+=Qe0`j=
z^!1hRj%VUI>5ujg_P=Z{96<2*BHdaskO{}j*AA^OED2L2iJ~mE*vO8PriJJA*^=M$
zaoJr%hJ1!BM>_n<mB0$FjLDP5Jp;Pa$7#0o(Id&<=pL;)D-TZk29b<ftVNzxt+~qT
zJXtP?p~E%V?kq0fDYdf0%aqpg^X>5l1-o7kTZ!n06$tt`EQ_tFSqao$)WwkAyx?<k
z;3Lcw{^1UgjhH%&yFIVS)8B9bnlt(EJu~nLbD3PLi=Vd*s6h~%8^l>)B&GhH(z|s{
z>fDY(Bd<!@jpOs+a(t{#JWXFr!gHAiJ*(y$$fo0Cm&n2^9BHrLob<192*+fpJ3(Es
zGStS{IL!m4O!HBNCOQs20z{qN&oIvR;}^<QHyY2oQjCWcE+ambJvZ*nm70?8AgE-G
ze<LV2JWjB!l)g#Z#J!4n7Rjb2?(=9v%%FMN8_v2a6z}KH#Su`;vL-r={Et$|1uVKx
zSz^{uc)sfXv*O-!b>t1cy6}UqD1X0&)003VF48@p(GqF;JhLbBnJG>lhqmHr&@h#R
z8fjUPxoqrUBB5Na?IU<90~oxS|CkFoS~QqzO78GBYRc0z!+*FkG};E9qBO=XpTpqQ
z`y2a1pJVTj3E@OCVQ^;hXgGUgJ_%FuNjpbiQD&P4W;K1JZBCZ|*tD3XM1sMufSAsX
z4-+omiB<}x=U%69R%3MJD5D<|>8iaLo<;}V@9N>m=J!$2v+!k5N699*=O6y4Zj02d
z=Dq>wfA~iT5fm%+E3chrG_$ei6#>q%8I_tD$c19jzJQlOH$f<uX*6(L@bpo!Uf|=C
z*~iL8OzX+M?9KTS)@x!V9sQ{^$2o(ZmxHy0U$bJ%S~-Ocx)o_~95Y`lF%4;pE$5s>
z3iCh5-X@on8u5z+Nx&tFHr;JLp-I#2ID#bfLk)i+$4m4w1O!+T$R9OT#S`e*<F3>w
zpY>=03B~u|U&`%gHDn~DmglYPd`SO9fU*>Cm$HwMmZKY8Wr^YRwN!792m}9RNSO>f
zjsz*S1@0UkslJeN2JSbd_pGXgNP%jZ6>k%Y2!}2zGUt%%$E&(xLO9c-pu9$2YeCQR
zu>^9u@iq06X~!_lVvH8IXah)yV`3)X=)dVaurGw;>DfKXni<^4@cr0lQQ9tBhA9+3
zJaZ)x*84OfPF3&aoe33GVL9dwEi;V|Jmi+z<f(8fy7lrA5D1cjd-cxcCy_4tAK~(!
z+BopR-?B&g8!Ay8EFxvi;m6`%hFD}Gl%BW{L75Nx#AW6g1lC+;_26XR+A(?$Zl!3h
z$EY5!*|8Tf<FLy|ibi=*nRA&vzn#pswM-?mq?Zz<cena_psq&{)Z56eTNZ{jX5>)z
zhK3Wj%pehiuZT(-^;v1d_>IojY)%|m>jJEqfZ+%U2Cg+5GdBY=Xyqe=rD${yqY&F@
z`3L!~<e9}Wa?R_D+LQ*%V)~u2;mPHqWf5ou|Ed!;%H9Y6q|&|OfT@?Z$~YqY`~JaU
zoNPyncO8SdqMok>2}Lu%wPGFS=S5aDh@PFtF@=!H*wq_cG5hhGY9+*cA;fynZExkY
z$+5yeu0;bTgt~TwEb)6i)aFTvrc&O_?QKgqiCSC?gbIXgLFgVjz@*+-D!<&)c-KH5
z%4L*oP2F7-+#oILu7LIc`<SS>;3u}qxy7^X*nRRevE12ykNLI19MN*ngfto0D8tm5
ztKbVZ5Sq?sYLq~mI(Rr{^6%JSCvdgAkB{3{7hZbDg|Pf2U7&zYp2=oG9Lebq%PG~F
zd*i?uCPlASuCTsj$H2l|_B8?(uI5kJYid9gR3yeTDr1)z!l*5^8a$LObNAtw67o?C
z-#hONomgMZ&bwFVE)pR1$tz?D)u~_x!O4(#^VM((l*%~z&LDL`>VoyBx3K)E6+Rl%
z7g)8uvpoT4LE60O{US@*lGA-zNp|WWw6OxD^ya>9a@S>ZgD(X?sAwL>lfPkx{we*Z
zEca2la0AGp|MX!>FAEgHe|3Q;=DvL7osidla)PI?pP?nnQ%VX)oYT~NA!4zGJSWPH
zquVVRY^8zQmLG)cMTo!$l};Z;ro9oP6zA9yhhq;in(T7Uh^yzGcquw|3ODq{WhrW`
zQZue~w>uO4(Cfpdi&Ymj?7%DXdM9S4xy4O1!5^s@D}Nw)L?!ji;z~mAk+|Flt$2(!
z?q)T9`mJ7m6<Gm=l>LXvlHLXh&6#Iz8FsV&4hmxT?Bn8-eXKR4`ziu*>TfTe1fEd%
zzw=H96Kn00T9wZ`8hE56-!nza%TiiHWrG+c`L@(Y-C_axcM&nt8+lRUI8v0uMDnOF
zIX+bsaIQJ`!Sw0ORf60j-#yHuXCO_bwhsx-dNABeG-OcEb?IYv@{MM<s9n9H@2-ey
z?}-d<WLDiS?I4QqH<7-%kL;&$ebIGm#TN-U1V8Xc9SZ%hl{E-C;u!fjH~dXxk)^Hv
z6#U{7EM0V7hb#vm<H(Wzc>wN~=z=ebz(P(w-1?CBs-{I=THo{I%cq@wDk>sd<{4iS
zhDvBnv8`ZMya^3uW`QL>$DDj0N3PYOk&7H+adsLsnXbuQ6w>1Q4ZfH?tz!{2CW?Ep
z(Nr?s<bgELZLgFkec&YRc2R4&)R&hYUp$g)CiP}`(}H>(Nu;2!T13lE2sk9|?A{rD
z>zynWe=jzYx;cD6#80!zJ-j|p7WX}DzYYCMdC0nvIMFW-eB-pf7oYwx^%*~jD3FkR
z@eNWs|5f-p2e1C8zqNJ-7z_m<567Lb-x8_@)mWq^>03`e{b`)8+AT@KWu4bQ*!fjj
zf&Qn%dbUu6B@qX4kItmRH`6>y&ra-ay3?)gOXSmc^)uhy^v0eC7l`V#DMn}Nq<7^=
zqYB?f5$Hk(^xr*J>n!$B&Iz4K1I-)BQ!xA<u6t-}$c1XALW|@4O`VdSsdY55E$W5(
zgx)ld)bKKqMn^u!uBfoii)rg5v(bx{C{%k2#p)Mkt`Of%eL?+q35l7ZK!A`?p8V|z
zJ}_34Kk^2q={*d1<MPa}yf;;rQFBelVs)w_Z|8aXWxN_?Up0D3gf?6#8jYkWCm9P&
zD<za)CX*Pf0GWrxmwcuDhGX~4RI<Y|6C#$W;k&QOzxWJ=Ya%LbAnr2@C3_6g<BOrd
zTz$QUCp~P`b&&#SgYb~q4-Y<siNux;lzfhD%8!v=H_fjy2&ERhfvCub*DE=FiJiP*
zj&b_3M4ux^HNhoD)G&2cS5}C#HTnhFHJ$A5-M&2wB>D6=zy3h6|L$=g|FNMd4CW~M
z&|P3Bu*=81^pG4=QBamO%Xrg(+5=+<qu#R<$WNPmWth_PtqZ3}Tw>t6%-E^&&&67v
zuJUN?0WlDiB8?jm(O}wiGCY0Le9JnFj%*8&%_{`u6Ox&RugF;OaK?ikP`Bo%5sOmi
zi4Jr<XH@1gTYa``C7sc0*a4aw3W*TZf2eyDi8`~=JuX{<B5O2!AQ=+qYKZ0(Y^pT1
zl)N&48p`zQNqaEyJg0QQdQ(&;1s~ox{3HnpAlg5@e|Aq7k~h3zjC}MjsP;pT=|8da
z5b=F`Bi@(Bc*xbkL6s9#(h!So+w)V<8NWDvOEnU2ATZ$oRbxMnW-3d<e#MMLU`#Y)
zP(hzB$E1Q2inD6CbQe^XvKDFKpZGnfkzkI?Gfv!f>)9bTJGf+KS_~wYBU<}P?o4rI
z4wo?2bC#%`>s2oCiYnBtw41)5H9&NfS5Vsjo3Mh@^@hk5yS!J&<)+`1xzg_htv8tj
z^Bk`~a#iJ6JPi!>(}xeTn=NbRMBB3eW~Bd*KMD>I)-6)JpqBR}_u~}_gmw=Yp0bGl
zih866(WwiD+xgALRB6)S`g7Xp%W8YQaF2VNV8O9=(Apqv_?s7=ru-gTTUAYYbA^K@
z*T)Uruu7p8|LACJpkY0fiDRiOVkb_OE#n2n8x=XacM>_&3eOdb>&B@?o~QYG;|&uC
zK$Ucx6}ws+ymkgdSeZgn3<^c3LK~Q+hiJ%Z^e|~If8e<~%e1h?8^)q})qc*xim#e}
zic@9KV$+WkMCEi5%9P30q6e3-^KfadM5znbYbxddS#*hJ>5XUgF5h=QPTvXh6U>Ki
zd4PC||4~g_o_{m6`v(~P0p-5<4PtSR^j0WwtdTJl_@&aB47xP>YCYmb^W|&OyWaQM
zZ;dk5)Qy#9%qx!>+nr{KK5Gjdcky3ECPE`Ghhfvb5z;L+D%C&KXNX3F$IvKSC+=I?
z`b=VuxRgkc(rrh*KFoMM%Ge(@EkzT6cO9PVrXH9wGIrLHxlua^!@frA%E3CV)ExQB
z;a1Y+WwxiM4BuQ&rETn2`y3S<j0fR~c*o`T;rrOTMCJ6wQJC5P*Ytnf_saiyEKm!{
zKRxs>5WgP_gVMhI4D!X%VNG9+0@K1X=)Xis@;^Ivi~<$$9yZiVe=^c+F;}v;QHLc8
z6+OUh#AFUN8*q51=(R|)ruo{Q)Z793V6TpQAxFJtER%66GIsnTuPmjZesf9eeb191
z^{;bAJ{C{=Gewp7gQxRek3!9$?<IBn^x^AA(PzzN$Ro_eip)I?<EbY^r-EefnR)ct
z8QlNgUYk?Nr)Wo;AfVD9MEBW;sZ#=p`%j@Yf!=wW51Hz9L%SpPu72X(O4p@fIc_;a
z%w(2-ZYj}&z_c@>1--$dnMCh8jYlmF)^tqkL}TdIvzgFiJP}b)G3}Ak3yGXQsz(Zu
zApd|4yRifV#^e-(s$K^ff;`iY*D|oi6)8{1RW(MesrXElv;kPQSzlC+D_(E<X}Q`6
z^<3YN<Bki#Qb^V|5-V<)QIy$>v#1$vy1k_jIiip1II2_!M#gLYG5MB=-UA8hmspFb
z|5=ajajY-C0Lj|30Pep~A|a0EHe>276Hb%jyHVpANr@KRKw}ZrT3$t?EL=AZeP)@W
zYi#%mD2&b2F=K0i>y?FnYhHpyX8TE}f{Ix@dvIM^&`?gV9PXYrHTTDOmt|AuUlS!&
zWA+5g>$5?@$2f{&b_zx>&U9O&nY|zx4}7!e+cg!IV`*f|Cq;?!2>bn&eCrh6_RYK`
zl7~M?wR1SS8x~@SGaLO%76%g)Nby|bdRHR4q3+7wb?}^}-~G4{BVWZ@wlxwLSEwUd
z$@S+Yt-zg!&AoEic;5IyOY2~R61?N;5^LmL`p2DNoO~;#PYL+FHWu!#%GP-H0F^WO
zUgfk*`J-|!aPMaF{S~W;I5}Ibue#m?Vy6YYdP#}d&z8JcsJ6{I>B7!<q5k&RL{Z`8
z%p-tO1BhmM<DXRum2UPWLH7(buqso43~p|JP5=f4bwI`I8v`Vmmfvc<>NPf}Df_Ov
zV|g-wVX1lVW{yWQH&L9*y7sozMbH*-yBN#8DxAv#Ty#?$2&fd3%PVcSOYQs#3*oJt
zrX9I_Rco3wfJATHjR_v+2mN80Zxrf12lVB7$<v^7PKUPX$eF0LN!)rrek8|wE}z@4
zF?%Dva8ZiAu*ki7k0A%GG*j#dZ3Ev8Au7u7>kXlym-~epjYjtJ@;~_$+e^Tipq96|
zLYlcn3)&i*z!uX<9co#5-Mn_I-sGXrzInE<I?wq$D+kaB4;CN6OfHYmm`Hn$aEZxW
zPaHv4ix~a;<6{TU&7`E=cVs{bc4r&tq(PG@3OKqVZHt>#fq!fvP$HtGbU6~cQP#V1
zDlEtS@jw{2%7hsMH#dz{<87(Iu#n{v3^3ZE%(#zj^#RVzRo*j%mJRB)qNk_6<0&^N
zk6@Bx&PacyN3vp<i2IPEda#YKelZJdDRnNtEDNWu`XJ|;KvE)^vx_P=LLwnYNLX6H
zsd9Ln4*BF;J=GaL;{++r=*TtXR6+Z+Mqh$WraG=BGQE{Y$w&EXQo*s)>&UBK3!T)M
zxHG~{H4v<)^2I{wtl-p2oPwHKxvxZU9o-vNsvj;n%Gw~d;TCfnpX|}%E004H0s`p;
z?APY2Sc1~5w57n6rOFrx7H`kP<*;g}?de1R?SWehS&8exSME1VAR_SI<S%pveVmbm
zN=>Z^20A*yos#}d?%+Q_Q`7aPD;^N?Cabu-W=oHX0iDhB2+9$-0i&$*UQck(=domY
z-MPJhC>f!J3tkrt2|szO37$Fyh+5djHdH|Qj_bcQLFb8r!ra2Skz7SvK)j9|;9mqR
zOB$wx_cndsSj;@pL^Xiw101o{mNU12*-==n!XH+2Gfw#EDz>~22v{{@>)FI9>~$p}
z7QizzYg8BwrE!g9dmr?qcsGiLu`ll>-%QK|LhJz9ghK2r##>vvG9DJgsO|j=?rlvE
z=x7{(;fG^E-R>$Q98d#`v{a-&|9LwAbFI003&YzZYjb&$?LEuYRjyrmv(Q0zmds3G
zj%smHthSwop<&9aIRQZ5SZ#cwjJQ}Q-uEuKis;#Q+ZiGjaNZm2ZaUk|_dct2&h@kT
zn$QU0%}HAq!4D<oGW($WR!4bk4KSyH&ssxNq3+&*<pAMwfg<8}S;nlCe&5$EX3WmL
znND|ebUj(>S1OMC2?g%O*#sfyOI+1C?RrnSV@n`Ih3{6RLHs~&ijmbW_Og&IG(%kh
zRd-12y#A(40^zcO(&**{h-nM^h>L~sfnOX0{d_jxQvr7}TY7*APtJcyiHZL$CE5T|
zqVU1QcAW!VVNp>d;x4wrkqawT3km-Ui!A?^aozYTM&8SSu^`_rX{rX#9EYbhLW4j%
z>q8|m(4mzF4XQ2cZ(dVQMZh1T!jIaNM2dEMme)7EMH0(`61XO?=Z$ov`}VuH6BSQ2
z($-a)YVaq$M3|urG<$Sn(UKAv^zwS8^a&x|Wv#N-kJvR~gd+!%9%==IB%?PkEW%v#
zE+ujbG`KZ}1wQBp81drCM5}0$gXA{WCKY?^IKGncE>Fg+qmGEp*wHgwtE!yIc><*U
z7>n2CKxPlO2Lc6S)_Z{qkfU<df2RiM*lSk<F$LFd`n34Ov2&@(rU(mpIgF?l)$TQI
z7JIX<?yymcp&PkNB%QekUKVH1Q=|a~PbIGuukqhFBUV~BLv`|$$Qm98n(spemw<}8
z?izS?cRo_y&%1m<iBb+#86n#MprW0>rTXsOfE-xtuOdlzuSjOC<z^daqAnk{hQv$3
zHZ)`9=owdHO6Y(@*{E4Y#v0nT_83%H9)Ws$&r|_{k4hFcHISNFS>@}17kq^pD~1T1
z#&vfK7j4UUYnS8yX~67n0FRi*Za$PMZB*|SmS@9VWL+IHh)88BJ30usM<3XDL7}PX
z7t^o-^0Z<t8%Z4<8-N)Z6ox1%S4!MH`&)rdP;!eVQ8nlS@Uv0XP+@;#`z0{PsHfjW
z@GS(;P;kNx)eD<vChpyI)790o*Aun-%+UI(tQ=Ovw_I9N9#{tsU@M)ib5z|nE^{un
zf>gMlKe(j*M~O7t8lX)+`_&daQBm=>L$(dF;;N&qO^M~mczdFMnzdWVsj00k1xe~Y
z$s6i;mGTx6Nt>dkk>`D>+tKg2u62-~yN-Zv+b{aVQ!oLQA@Bz0k8IzxF;&ihRcLw1
z)2nnBu(ae8N*WxP<GgQ`JAoU+WIpsM3Z_ypD-HofW@<!*o${%VpK_HYVnDTNQsMOI
zl_7A#*h2+;JsMLz!<ob|6F^^HNztRa{lU3Ko|TNPK_|D78^SK1?intQv<;(CA23Y#
zKzYZRMw7z5X|!4z+C?uJPdjpukSETmt}u3zp|G?@Q1)^g)@5GUJs&YUCplt$HX^A|
zGv1|D`Rp`=D=1wa=h*F8?jc9g8?ZHV{*2nQLuCb$V47W<d`s-h!M$m{%vP1?r!C!5
zifJ^uF+5&KAqjHn$eQl;kN4zon7vh=W?G4U>#gyb&iS!k9oG8n=kwDT{OUsBZ3@q&
zLBI$y00yt$9JkkPDfX8#g4{M&pWM5-2S=5A2EvlA+R~w3j*E{lnz*fI*`}Q@@E8j;
zF7C{F%4lQ>C=mR+rPVMKK=ZDMs~s#0+>pu+OE|j-5zFr5^&Eb^t9e{3<L$kgXEsws
zD>J(D<Q~8wLBF~8Px|;YjG1#U*lmNCZH4{h+;0k9k5%#T)}XF!gfe~;Ue0#v>Joi1
zNzHeC&D&d-Jru;;R@Z&j2oZ=PO<0WRJdijp%YAL5M^Yy;T5esYLT(PzfP%wREyR3Y
zX0Um+fLLsXI1KqMBfl72$@)|dEH1vWAJhsw@j7B+o$rQZppC2JV$j4Uo1XEcSRFez
zL&F7w;ljMUyYpsa!0;aeE4n+27dzRTSE?*1SP=sYB09j=9Va|^Oq!*KWl}WgfQ+~p
z5M6kE5&7i#gy2c%2_QNh9rZ8Nx|PlD;>b1a*6jg!L(ykI1@H+RtU<Ldz7W5<mzVtT
z5qp{oyq=RKO+YfKC|f3TxlaN1eBc*;d=BtFJ{qYUD+J!TJ31VB?Y_(<0EXv*N2!Fu
zOMfnpIEi}^jm4ehYjYW;JUtl6DOQahOCPzJW|XY)^m^AYPh1SR5W~GGW4&Cj{iMyC
z>tvF06gtkANX2u=+AvDsmba!#cMv-0Of@R$DJ5B?Q=p4_Ue1S0HHBWD*Ne?7Y9eM5
zIutW+6tNY(9fAU_;=G7X?K?6PJ>P{&#N+!k%NJcfOMwEE=-`chFJ3Oy<7@1>1aHQ`
z-QU;ZPrE<@`Y~$aHf_7VzE&Y05w>{|;mY-&e>+BV?-K5)mvbLqr`$T_5x&?ZmCJgW
z+DAu6*RYpB2Tb<Ek%2yR%b_L5dyL6rF-t>C1|SWxc^fbFY-|Ow(fLM{tYmj7ZS7zC
zUe|D=n5n|KHozKTb=CEYi|b|yduX)0L(9EyN<`$zksL(tJAeY8V(5zhYK`O7ZSBOu
z1>SzKUK1d*nr~<<Dk>EVD;uIEaXl1S);#Ke<z;~oBWt=_kQ?wa9v=p51XJGMn-sGn
zx>G&xEnR>+-^4N+A<U6oRFo>0@(S?!oJ^Iz{o;1JeMlzbtv|$2%s5$MJ9D<{-qS4^
zDx9}4N~f=|?^y8|^bX=n4||&U8TK`r9Hi7K0jXhi`mD<`Wvq0RyN0EU%B{#dyf~ck
zC?cDa135*HCkw41PRt2;RL^c&YC$V1mxz=i;so-n$CR!R3!cq2SP{!D8mj~@=~76*
z(|DKG4kv4il$Bi!O-DzLe4w9a+?~zqJuIIdCo>j5FvCLABGe#h*F0^Jgqe^hbxx#i
zI=x`r8NvL0tJfHpxHX>&`&i@XG3sGaY;mudN^i$pYjW)pR)PE1OwVgphlTc#_S7{N
z8&MB&Ilgw1IsSz?Zra?Kr!rh&AU!Qr!XU1e8uKak>(WI{`A;9XIq<qkj&~o8z5cU2
z{}tp?VNWp}|3&hcDERnD<MhCaBaD=z0u4FK6ciKnDi?-tAm6XF1F0QyYp_l|4IXf{
z^%e2*4>4MQrha@T&5u6}Gh9J#(8mLV^|&-g!_$OAIbZ1e5N)#2ki4GcR#@D8=0|J)
zW7uHWU`^%n9bweVBL*7%@Ly^xbF0*$lRqxr#|VBt+7r*QYZc6Giag@1#Ij{PlI1Z=
zq}DR0siSB$0UcIu#zYZ;m(eCS>?o{;m%GVlxakFD-b<#1x3d<;Pv%DH&Pdnivr(9P
zTWE4v#fNHdmAAs!pUad}qH=M6zDK_;Qco8s1yA0LqTLh3e+fKn{~eqF!GDq7_na%h
zASjGSKbRo~OY*^4$cldn+viJ9Wew>J2S`M)f>)F??7r6i+{~!$T~JQoM^)=s`Pofm
z#uKL$4YSzf>Xt2Qr<WrMHtXv2WDgX~?NB_npC<KF;$r4+|26|G?O7_Pwq6%>(Q+j5
zwY)4wljHzs8e@SUL83jFUseEN1%w^h_up(e@yxeis0Xa!MDponLJN3CRS&Zmqb>P|
zC6%0*v~PH2rjgU@KYZj%FvgAymP#!%^3vTKv~!8uktk;i{qufX+-EaR6yKv6z($4i
zmEkXo`G1OL04w`A@u{a4LDtkU^`c^8v=4*n2yI(VVYP%;Mee4Qfr#pq4k<V=&o!~^
zP2UeI=?C;L-KstqOeJItZ!JpwG}d{*qTAi|Fx<LP&CGx7SL9g+QDA}whyxj=^GTn7
zK!fzrfy|{fmuieqr-v4=ePTOf*|5lX46S-&s&7vw?HNO#$jlSw!jt1SdTt`ABQdVc
zwLbFbwMc=kq=%h`Y3AUtZl|}A;WIY#nMQF_?8dZc#TYeg#qd92eSXgY-6u34&;I2f
zQ1-Em$nMz{;HBdd*ayZqsUgXT_>@3;yP>#3j-JfT47$oJQ6kE7y~;EB=W^^8-GOEn
zpD()0nZ_qGH;JITatNsqPEK}W83`ts=qu0)$667=F?SD}kpi=gJ#W0&s6%^3SB#)q
zdXp&ScX0%9qirYQ&`uOjOT~+1BLd?7I1*nx7B+sP!_dvgFOffM&aPfDlGR5E@u<Tt
z>rnkqI*$Td%O)gmHD1R&jkLXNJ(JFIIEo_T$lOls;$4#ew<_QQUqkx)F#iyhu&4jg
zINMbroi9}qW&;yKY8Z{v9eg9EEC8-mR7oX#SaCiJldjb0Q5=<F>m!M|;BDL6XoqUO
z8JDymE0(QAb6?+C<=`nR3BG(oLX3p~))0Y%uAd)!a~RQ5)Dq)AXb|~DJ+P?0>6C;|
zE1~(<P~;M_ipuAt_Pq%;kLNM%Dc=s6;jAGYw&MALX(xm3XOwBktDOGKm65qCJHUrB
z1vg8p>8Odjd)bkFxq^k{zvXkC64C#my#6XTzIyP35C7NzmKi|3@>h@vgAvsaj9WP~
zt=pFinJ1%hYGaIB$A`P0%~M<wrCVr|M6_*9<J`JWhtM=}h3Z<$<&Dlyl^$fT+oC1P
za^+<qxM+BzAD381+t?aSqnQlGeP_4K3lp6rIF4l0U^;B|8|e%g)2e(>U_!0%visE&
zJ66_w>ACb@Ho6W%1AXU?=^ywWy_Ym|CN*NFf2E$PMmc)^SzD|8_lP7yZ4$G)^GA%p
zzX|2n0HI9!uQ+{xuYDre97QvwoFIZ{ePEAev0vy~-qcxU#_zE)r`~jqhIXPx;F)tj
zVq+Vj!we)T-E>!%h<;E{wt}3{XtNruq;^20l|k9=&lJUi-ZthVTKc(W{8?qtDCe_q
zbk*FNthdC!FLf;<I|Bqoi5{?f#?Vn$now=7m4aylW5q8+uxKoRw~wm~=q*<1ZBoU^
zYfz=HcAt4%+z@_kDJ4J3BNzRYpfW1QCr^_V>_UVS{@%jng7@>RF7vKHe~KN)uGAlD
zrRDiJkZ|Mo?^gW}XZgPe@FScRrPaY-?ZIrJM~x_9ehIeN#*)?$%?KVUMpfhCuU6S8
z`p~wQVOo-6Q?_yXYsv~GVrjmC+k&<aBa`21zE(~jJ_xLJeWpv$wu7vqH`C2cM6F9X
z5w4I<e=c*tU0V>9LB)G~sm&#>P7dA`78RBvV|wC})u@KoT&9rI%Unc;B3vqW%!?lu
zT)|bLFvDn&=H-@r#zfef&|{LlPP<SOw6^!r{V>{>Z-Q#}UB_B=#%kVqB}qFdwm3V~
zAQy8yi7b+RimLAHkr&YuV0|||7y%}wFFx(#=8*1l2@JM>jmdj)MDH$&eA9T#PFk@*
zlrh~mTj45IG3tP3a(%d=upmSJ)HITCBIJTkU)TY~pTsKxb*rUpdzCn!Rl+Z-oq*W3
zZMqTz*FQ|LdmbL~@Il|f;_}a$FwSaP_~Tz2snl%GJ01#7xO9Yk`JjJITP^P=UsN#?
z$?qral2=JemOx4|tn2i}D`K6nxXGg}Oxx4+%0waRDMsg)byWeGBUx83Y0J+1AFr;7
z4C8CD<i9xM{%wp9U%ubpFROq^A{jio&s9vFkEJpHp`ZWO;-65m>nmrn)!J$<kZ%U^
zsg2c2OeIELQAuD4@fX=_VG}}+<K@48sCG*TNivN@Q{|q~TNg9h!=<yI`WYlUm6gx3
zT6|PTrA2*h+k%6qw-i#B_jR~uS(D25+n6#+NUw5_LLtp?^TQ*a*J7x2%5qI{2T9nb
zL7DkvWRWrLDw4MuT{peg-J=an3KJR+6q2iOwdb`*;MT%1FQjq#>sb`bMFluFNneYE
z$%ZTZVp<~hMUsk4QzvN(dzL8i#xgluRa1-<qdjU45)+;LZW8q8KP>RYFZkaT@B2sn
zmmK*P;Nr`;v97`&<+7@Or;YkJj6bUUBuHY(O@y{xS(EWl|EojN?qi%&(<1}a)0c{@
zb)g4DxQ~7)--<^v13YTOI~6<f)XD0-u;ZSJ>Ts$4Gj4iSU29TsjHjbu?EdGv+dl9(
zm))V-yRkr;$Qz5AqOYIw_#aCN+8!NU9CWHaDH6H7iNeFT<ueZe8LGvs#Fn7(2Z>4^
zMQ<xmS&azR>qNb-4do)tw)Dca;HnQjIT{No<&4g(yOyF^;}Y`Ylufg&6pTjEJG;gm
zcFtwxA=XEY%eCW85l83he%^rr6+Grj7a8*~<7PFQI*qR3-BqRd3kv?=gu}l$f#d(c
z2?q2a>1%;tN{*(y=id@q8?tci;ALNG%DzmgtLypAzDD^<ERGx2M;iEo;TUKE2DoDU
z^0~1hG;7iEs>@r1kzT6sE<Kg9a-Avb!ok|ny~T*kY3-mg{Ryk4pYwBCFYG=R4_mw!
ziuH2I^JvF?WzKH>S~IR%zhzdcQ|;(^R78uOuw<~n!Q08wNIOY^K(ubj+Rps^I+<9I
zeCAhTTU$z=MCcP5I0Z#c_<3xYZv5wuZ5|zgpZoHuYIDSllXA3X$x(>O*~>*TC@Nm<
z;6>tj0u9|k+b*L!@U%C>p299Jt~2^PLt3ksIWuJ>{A}b;y#ON9U!45E8*+47r%5^m
zc{~093~AbyXJ7MF^?jnOaAy=8tw3D)qv3W_iLBvvezFlfOUr7O$p({*oQ|WvV%L<J
z?W>0go*N>i7xeru#?Cq{s<!R=#;ua#h%|x>-O?eUFm!i!x0G}!Aw$E^DKK<NHwe-x
z-5}lF{cTX6=f2<Pjqf=8OE89g?Y*z-Tx<On27wGgi88T!FCOf&bA&V^EjQ%AE8pzr
zX!<(^M^=ASW>WDNRPt#B)mrq8^e}Ro5gLWi6+|UgHF;>Rg08hDDUs+{5%Y^(+Zl>p
zWj)z(tF&jMEwI|K2SRmp;GVn}!b}V$gw`6>kF~3rYZ-%bs$xfKbU0iiOm|}vlNzrA
zgtPnwgsM{FAbv_LJo-tDT)OW{Yo4H8Mx4i*aUFS~5mzXxotB0p{o~dBG~4fW-aqb{
zej1}s;&&qBTX?^qw+S*2(*s+=$XEe%f(m{8`66uVE>S0nf}9CP!wl5N8!_a4F>!%I
zJ<W`shmQ=VLvdv&n<XkA<-3xk!YN0M#ZRf1k<t2^9xUzR`REzRvimT41U(L8WGm=o
zNgt(fC?U06pr{ix(4FC0W>IZ-p_>*$MvC;JZC_9#lG+?)I1{UmBN;Z=?rIEm(vqeG
z4|hNYTU_Z&-Nw6>kj+WNOe)NzgPd8T>&5V8hxcVC@qJnNgbv(43L7NU&nOs<M+Sd0
zg?1;=K1mrXbk#2k-^@A&o|c|okA4}>7!0THTm0Ur{1R5hC`N!o6f=5CzkrCXj`%j@
z+SNMZQMc>Gy+UwQSo*ow+?cxc_rF-Ghu!&?yX`bGCO{b>Kd^hN_-N9o!sqD-iBLt{
z0iS`rh=00?(AZ<9GjScFSusXR{L`3<SmD@sY3?z7<N@6v9Ym<8xW9pXw%9w+PL-fm
z8bO{60zaf6M_AN9X+tzZY)$pDvzn_hyZb)%w(g)?eoer*JqUPJtj)VT%M?19e1-L<
zbSA@)-u;Eg)Kdw05u0S*jO$Q`gk|OD>k0@41L<%q^Z{(%xED}UQwn=J+%_qDdR=kD
zML>AE^>ckXL9qSy4t)w(^!LW^41>R(sQ=jVV9o#@B8E;slz~NQ;xv~a&33tAxu#BP
zsa0VZ*s0LEVUdcDUTm`^3{0X3mNg?|DKKA4l3k;SDj$@U6}6Rc9)-6xAd;#tMT{V)
z6`%jrK#MozT2A9d2Wk-@E)e;)#(qilx+<gSk=Ukuj$kbNAZGLoCX!S(4NKDp>PN}@
z($B?NsFwW69@!6kc6ddI<{lg<a@t(?jg4*mdTrhBIR`p?92K0*p{=&%-+I;cBZJG;
zB!fa={rWsgj*Gt428tf`UB9(>CC(_@<Xih^Y%_jMA8}=O@ZC>9S1;)Gh4!s|;E(O|
z&P4T(AAn;Bun~G7Ea*nUN0Jua=4x*+ASN@<F3v?3+(K~}?$Yo0GKY_hh!=(=r9^CD
zn(t44p*UjOFGW;J(l>-E<%%wvHPKYb&Ktzn6eBJ6JPs9Z$nK{6Tq9*hKR5$7D9bz?
zjj+TroQ1k2*QO!Kd2Ug2(ekB2BhIP=-b_}jiQ*A)S+j9b3u@#xzsf;LQnyS#L2{wi
z1C=&)I%8(T=HY4URHHl<xn5<kyOL>A0biy>u&S=;@g$wHA|KCEao86PvJd47DcR$J
z@~KYQ?<$clR`G!Ke|-OMcCov}3<UR*889W!J)$34@x)GVxJRet*|U#BdG(_-{(6F1
zEYQTpdGHIvebZ<P6*|ZTg${N)fi9716Py6|{znSkSVwNcQ5jBe1~{fK5h*#1RY~__
znkB}~5<-5KF8FxAd=W|~me_jIkf2?asQ@(@^9L>9)o`>|#{SJcNdGMcrOi{k$wSiT
zi<CO)J~76SI(b<S_&79YqiFMW0Rrbx7EV=EM{1w`=Vjs|rszInn%9%p+K^l4o6ck4
zfBaA9+fSeK|KcLJHS)Qjr--;2H-~897V36pQ^y~{%;gr=)2=mOifq%;lZzXIj5ygU
zHF)26`zVkj#?8<$nP&`JQJWi!AMjSW24%{xo5$uTKJD-p?CIk1-_xsppM+-r61Hn%
zULk(!n0J86xIg*D;?RfzxgFKl^m$uwMg4sf@fMWj_gnmoDNbO-BD%IyloOcDxSxzr
zj&;+*g}|M2uO;<$z4SZC{}99d;$i{yTZKt|km5KQiHhs&3#q$Wep&2#u)GD#*c@hR
zm((h@xc~)8Z8R7I<Fgbtuj{-wh<3|(5cmdeUaOf)1z>W^B|SQpZ)PGO(1*AX9Luib
zD5ijL2j40+Hujr6928pa(HfR7)_ynq>5&3`L-o(zH}%8$YC<aMrbo+mCyW*o8)%nT
zOOBTZ(Jf}>n_1(<3yCUXncO@JQCgZq4O$$z`>UlD*T*NLLsV~oZ*T<$dnQt~Ze8^C
zbh*D`RCA=>y^J0nj_0*!x&LPjx7hi}@K*bbnY66mJs61cz)fV`I=Z;t=K=-cbF5w-
zNaApoTIuM_<m9Xyh>dV_ZUq5z_1U`PnT8n$i$YC}_#7_It$df8{pX+{T!!6G2d#=v
zxl_Ns_AnUEAQfY~{bEi|&urcHb;Ha>;<7@VrzsFW_tg3o#*O{I!nj?k*?#Y(1*B>o
zMQ99dyRXhEL07}YByR=@8(cam+W;B>5V3U}YH$3{h;6*W_yG_yhOPo5?U}1K>ITP7
znduq_Dq31jOZ}Ggn>TZf4VsgMRw2J4xi_Y0NO$TFR+r7>mDa&Ejh0N}e<X9?LV#Rt
zgiu%<0uWB#UI`_1S}X&m<DH%Lv**jvOIjDlTYFu}TEY;(s-Rr&%Ad2FBBWVZ7=o6&
zY1_gkWtGx7>SsK289A~2=*(nD30ISl%q7)dW}P_0;>g82lMI(sBTi^UPAH9(iB{rb
z75j~VY#k+MRK2sPvXE&v2{cwD<El=G>>^UrgQ2V$WUr4wj+Yckg^QTgIx21NJ2d9K
zkLz^SNm-^hKM)_`U5v#TX|2aMo<r11jX`pzIbSdU<4ReDeJA$Jib<(zXeL`L$9W5-
zO6C=by&3Ua-qSrbw<A1)y`PlvAb6oigwOn@;4VBI!j)4T!nHMBV-HRRLQZ4J>l=8v
zxfLK80fEAio&-51kKP1Q$l(%`q_N3s6prGPqP9b=%eiVCD-UM7RS<;PrPl_04&WVN
z24+IjD+-40%%#QjZ@7N#4iMu@x|{dfB=J4+j-`O;94PEXSDs2ui+x>qc+>Z%8|LN>
zzjL~Fi$68<%~|b?lYtmy?u`6oZRgLCToevnAg!2_ThYa<b89F3p-A8{zr|u^YCeg}
z8!QC_=ph#;)XCgN<4k?^HHH=v7F$V@iT>1|kAWOGB6-Nm5!Z#Qiw(IOAf?MsU9&M(
z6yx_4-`H3)Jx@*~SHa(J^{s~2FO>~QWAr0^x%%()`P%uehv$T?tZM&_)*fP5f6x!m
zkEY*WRlVeVk=_aGkRtvGByZKm?cLq;O!Q_I_T#Lk@b47DPp@z46g*BBm?Q|>l9&%u
z3qxS>EdQH~u2yL`e(u5L$}f`=7gsdA^kGX&LP7OXj^+p24<0y!InKBgt3X<P>)ar#
z+Vd0juw=P~75&g6AY;+Vw9JpJ_pE$%s{a&+NfZyB8`Z{GSgkHj^5}&)Jy?KtAc06~
znxYSMEWoz`5~Ipzw@%3b)j&B+i3{e;Nzh$0qvWr@CL%3~iQ9Q)>+K($H7+mhQJp#E
z)C+Eo#`q{Ze<kfMFt3#uUHp=P*J?su%fgu@lFQVeL0ILtChK3<JpNFGSPw*6pbAdn
z-7hk%6=CVqRp41bDAL3pLEz5(w(qTx5YJ_5ywi2<(3Dj7gh#blM`1W)+%`&UZ;SV8
zSt;6XV<K$zz{td6%ks|Tf>*#xk9l$U0h`D5C!kZcg%DnQ5nkt4S07(rXr0g4%hB4z
z2UncksI{1~63~FVK8KK1<lepFULky^x&Y`-u=ATI0i##*%O(I0;q)4fpz>yB=LHrP
zv&C_<9<M5}u4RaysDit(ZS;45e{F}H*X49ps=>Aur|l(2rNg%KEK02q@XDNPDWCdq
zvyz!i?2A@;Q@`^9W4TaM?qF!JB>skyzK_FFUO=otE%@Iu_LUb(LgCvxOKj+UXM&j}
zGc9f(za%$zO;rqFwGyQQ58obSwHxTvu!$y$!W8CB@U3g3Nz61m&+UfAKBJ(%2>2C=
zvvdjw=rVxHNV&4{@0hH6V4aISaq4spnl#grksiO9NZ#>wE^+F>K&rL^_TBd6RCj-9
zvNid5P#|Em98jl&N&l$RTVqu_2?tim&NEy2eLi@s?tBm+X$Fy(mk$jOv79Zch@^7)
zK=>+kd-~0z+@@X1D2CW%k+Hr;S^qUMM@0TK&=Mte>}r3pW4tU^l)O&_Vuh!Lwz!lj
z^z@BqUO;T}Sx0u4KnkwPm!XWDZHalCc(f7yEWsxF9w?NGub_j|G(zIM(d<mkRLn&u
z$uusZnop<`k}@DgCnc}5B19#VK9^wnGOG%y7y?H)PN|ds9GWR|MDu8%(=YtwK@F*e
zwV3HeiaX=1M7MZ<AF8n(_t5H?#?hKizyUGWOQ(mp$efx!Az!>*r)#c&d2GcimI9aK
zO;v?5lb&h|V!@|H>Seh}LXg~CRuDild)Ed)b0UftXX^EK0Li@fjS<b8EeR}xwE<KJ
zvwk}$yYWX_t@+it6wjsc^baE0HwSBHs#Q60e$@^e5vC<VPAf+n74E0~ZT!B6OAB))
zAM0#}$<Di<1m7txp7esr>=AxRE|vwZ>Etayc#kBNft+Amem{Ls2-Kf;;|ic2I4vSa
zGa4Ff6v`|nVPwI=k$@cn8|-|(rb4@wo?+PLA2|%M1B?p~l}zqp{Rj+6lh-#q3sbhO
zm@gLdHA~K-)NXJ>4rV7axEX9`TylY&X@PmvgZcm8yldla-nFb^>R4Hi_(mqBzJ71y
z#%1cD7NGwbGh%UXbOZDztGt;H8x}W*D(M`*mRD+R?Lmm;ITfgm)oqSt_GY8@L~(0U
zslx2!`UF#PdUxUTPW_Gmxca=4DR^}{KU)-_6S3XQH>EaRs+2@)+U;3sx-ZqC;#F+T
zYBd=5$JOjOU3cbQ*8+e3<3qHY<)!4lM8NoS1>EM))#1^ZhV_~gK=l4!qO9Zc=|+78
zvo+i5VCSPUA0@XF%d*Z(F}fPF{?sxjr=r~Y{EiI>WMoRk;f($Aa1`Opy*V)cMZlA!
z#x^36DWQTbGw%X*2QIr&1oV0BbbH|`1<C!7?7XF%do1shRg0y}zuw%7w%L*sd&=x*
z^&Yi0Owc~wdlmb_oyy1J{s@Ae)8mDh7-bO6Gfk#Pro@j@ds6w_G5nDtEJXLu9+T?Q
zzZ|yk_lcLPFA0erJL=(`U~NER#Zf$6tox?+tODMvB1qfOi>u?6%g#R8^o=ycyY~}!
znr>4JWjk()GEw<Z4SyaeiT#88hD*o&lH~&Ec(TLhZ>gG9MT1R7R@QOap*PNTc`w=B
z@))HsXTok!il88SoCq%&h=-aLa@1r|kdB_ZLb#8T$4{m%`05bAP#_Qgz0c#k4AzQ5
zdL(mp=wUc*yJJhMbY_}^lmHmv@0CKK=z@XxGJEp}B}TO+@C?J1kJY|_&4iqQcXb}Q
z?dXRIBh>iE7tI^zOQFG8<;zZLWLER3a<_}5;^OeMkaafuPVBAJm!L$C?J@emeAl(e
zM*z@kvf5w;cnbg<TbHACX8@%k*GB;B<Y{EznSx0XyxCk*TJDRhlb6TI&kqM<fHGo{
z2c$aH36!83B+RgKzQ7HR^d^{(=Tj&v?R5*sHWhtXGxwY#T|;wr2hkZD`*ej^nsTs@
zE+dM)Ptzbas8b&<IBe|cCyl<#LPhGbaaOd${jIP|lLb7b)h1=4@zTm$z}p(c$S8Mq
z50t{pKJ3Sb9Kn=fjfqjDnxdL6Y%Z<d{4hYbOf(w-CkUh?lH}*Od6h?ENIfdR^tGq{
z%j3m-o$GNyc){?iZ8PGag8gR^MR{c4z}!ZaB<YyROLELK)?o^{z6wV+Nv=KPnW6-y
zi)of><jg32ea+V_^Jnck1mEf~Z_|~4AOCg)@A(Y<E$sflU$=wn-)?U{6mZifI`UWb
zH9f?L!soU=rRAVuVk*i3Kpi*ZHW7k{zVH>i#CSl&QRMyB6N<nHr<BGT_AwS{!W>>o
zEutgOakew@PZf@St_UMhj7)C^Ca}!R`{B-I@OP_bxZbWAGWp@pEXZJ{hN`dyT$5(T
zCT_{vmyO5a&vbFh@2}<6U=P^kzqKeQEeTW%g*tJYd|e?OLOt~hUx2O!EwZ!KOX~>o
z;4m}Yp9~mJ4e9t`hf|d<+8cwUhJx+x-Yw-zLb)I7J(^lv^b$Iby8p3z$f=xkmKr_8
zEyFwfp&BeFd+R!&71Nc=0~k4#;;nh0K3MzocVQD7%gkHl@6#tf6#2Aqa?Extatr3?
zLP0XY@8;WIy7~DbzVMM^vt1%fIV+{z#@iTEFEn;C74g)fV(u`H{0_^Ijascr_b*;V
zswUUh5C>DE4u=;=563-~BwOxLO1J5j3AE!A^%XZ%dnMiyV=7<1mZRa|CXC|9s3!4A
z-Fj}ws|Wq*#DH(SQw|37Ku)$>ET%=(J#dFqiv(&=IUhV2<C5**JTNcmxF4+NAk;ly
zY?0wVG$nyco3kbwI}~4yx%e{k5EAT~7OX*T9C0N*yidS;xjZtQtY|%)`^tMe<rR)Y
zGkSawg_638(E8Z8#+n#Q&NcTH$`e^48oWE*jp#8*=lCu+_4n2Bdk*>U?|_0tsv;WM
z<#pxvh2`pB*?y&Nj#U5FAz)dAjpeg1LrVGuyl4Kb^0-4gnZn|ni{U)hMSlRsnxl@1
zErpqbhfwj>`cOon%>WUk6!t>|Gl#RIm~V!m@L`{Og1nRqpI;kX#yGsI2St{jH>dyJ
z>y&IR-hD+K$y6u4-8BRYQv#-Ukv593P_^KB@0Oj)nEVL#sLJ<z^X-;)ZJ<<X1>jsC
zAK_4B%onjsM4lJeBj+R2n={y#nIC0@#wp~#ATTk<b@BEf1W^f&gofNCDz9g04!)9G
z{|+91t<y2yRz7wrayOiM_RuJH^KM-IZ%lTwAmAHseuXM`3=K0d0v`|w(P#zOI|lj0
zyq9JQmshIIzr-w;`;g~;Sj1;(=ZIANAdmH@URiSfy)Ld;aa?`~s)#|nU>M_QOf9R_
zVjyjxh{5Mn;m(Sa0KrOq%0Ah0Yrl9G89rm2@b%qLEXnp~-7)&Qabi}vnHs8z<9viE
zQ6%a8iP9Vl({g;8D$$u%5;-57QGt*TyH2-ch>20@>mVrgV<KLkxGsHWd8SzjKA3La
zJ8|0-nLT6YR894M+cwPc6z<H(5cpP3F3M(%{af??sw2zg2jpZsPh&$9QubK&ED*xJ
z7=C+gABjdADH(6_YcPpj%M<2y7f<*T*7Wjweew6PwIATI8z*mv7~AC$5qU-6%0NqT
z&=F`usa}Y)Cyvc-%p2sve~b@a>S^XlZl>o4^DOc|q7wJ?-W4HHG?;XppXi|Krl(Em
zSn3iBtP(aT9&sHe&S@X-Vf7>Zu&4NxLg^#!@m}y2)<hMjg7XB0cZPMDo}d5?RJ?ZI
z_y7_$#C24<5`c<S_16%UG;^{f50)#Zz)NKj_je)(A@<ErKFDfb!HH6G`)zyCPs(Vl
zha2gI>f4x$%0oZJTiG&gst~or?&~z!F2=#GkeI8!R+)!G`3&0NOsV-uA^GsHWytpl
zIQC-=xzZU4-@GA;>mo@`FpMpl+o{Gir*Cq<9bx)?!~H*RAWh)u!U8Hrw~(LPWgoz3
zeADN;O6)`Ia3eOG{+evxFKR+fMWk+0CY!I;KY|u#kZb+5@M%mSD`k1~I^(E<=<|ZH
zZ*~psyR#Udn-U;Fh}xua%)JAlgEC9{vQ3%RFZ7Y5<Rb6!erR_${A)xZ%s`1iES%aK
z_#AezHLkc92AMlyUG|=`#yJE5L#U=ham&fqC=+}hnrUm>@_|o+Oy#2}s8rgP@tRr4
ziaLW5cJ#pvjv0G;zMF+nuQQkI7u_uIJ6s<U(!Y9tCu#Ws)|dbC%t$aOM*Agj0A330
zSA8kw{1JW}F;_2=UM!0<E@h_~&PxDFJQlSssZY7-y$q3Vvt2QmyG`rCg1>rR_frW`
zy>L1y#_qpZlI#qa{0$&%ODC^B<M5aS1KDzU&N>-!5^+P)Cj0L24-(yzG<3c~V7CAk
zUt-&J(Lt7UJjHr;W}#L1{%~ov6IT~qi~fY^k+$2EXA~7qC{^Y?wjvq$g6MRD^U+d1
z2r?E9aul?L)x3f}3Er$C3&>NQw^<6H#Yb95+7A@1)O7@C3a@cSg*zaE>cqj6(S^%2
zCAmKr%;6jFO~QT!0DdP;V_rkNKXd-w_N4pl-<BCFFf+-delW{`G%eF>)NpFXLeUf~
zbV8({sNu?FC7lWKY)GU(ae!E$BMkSYi5hVFjz|JC6m~-=&UreXSF@WGFJ+NBH4#%8
zwy8kVsT%R;@!B`Q>S6H2qz-L*N><?<m#`d}G->H=`E}u8s-)M=#pZj|$UD#~y{P<S
z2&^F@0L|h9284}qpB0zTds&96*H?wjSTN^$z!Gpd3SDy<%2wiDeQS=iZ{C9KMu_(!
z&O;MB(Ang-tzn#_{7W!8-YWKvP0WL^uILKN8lnN>08U@lI`dd+Anttc$?t&re4`54
zKc5MJ{Ok5f+<Smbhz`bRMjHD{R1_zMt2t~V8gVeS$goOHTinbDlGmd;zlvX<+Lewf
zE~hPaKR8sr(iHjvfnD}AZ5i)H-9Vm4oB45A&4>uCc(<iI?>^PgE75sV5k2mUn$d4!
ztDdUhNptC81z8Eb(m~s1?RIo`lkPQ%&6WjAYh5QTy~S309m$WySZ(twQ$>|!@wt`@
zNFP0^=~(4#;K_;7#A`M~&&N?EFz8-0Xt8sIs_hsF?vg%csA$S<rZFI4YAgHt#iJBA
zNf_syIO+X@PejS-Lb7uJ>ERXED{wc@Z4ei*H~hLE5CtHPexJoZpU&M{0`l+Po_D*f
z1vBsqn=hquN$awsqG^m}DnVzl9W`R2@t?9j!XHLWC<H~uGSn1?)`d0li|MKqoXfQL
zK`?|mU#ac*8Y?b?A}?5STj0#m8tSp#BcRc^E*2m8K*X@ELku_BzF2ZeQ*qjk1qGTQ
ziijnL$a;0(%L-1Ehk}|BF_kH&h=a<;IEfDg;=A8S2a2lU>f%U@20A4C$XI`oWRlh;
zX5K_m#}Zr6fj_PDt>l1q?XcA*6ORcGHonyz@-aP2uXC>;Ea1TM_Gu4nBK`e#pRGJY
zbG%jYMt<!J1mi+H|0tHfcM4|S<K$#Z@|@Yqo?}zb%tS9B2b#>9aXB+I9i+k4`r(hq
z!*L|yeGkKv$cy1QTJQ9AHAhKoOK9C=7Y+32T#NllHBMt#6&4oS-bC49%yv1ix3l`S
zI2QCP*PCW3w+Hdlu2IKJqjG3i=Z_CZ%kmS(2K11M$I=*d$X0g`2(9duguO==fEG(|
zQL^qj5+^xpz;E&+%v3W12a7?(Gzx`=+VL-vs?7mH5M@Ml+~=6R^(T#|6uX0{>5vm`
za}V{tFwDWrRo8^MdpMEl^jU_m(mA^9J3~kFe_Zw3Wqy18f#m<PT>ykL0M}Rj-br9R
zd#X33*5W{}_%QV`)x-;KBa2g!?yd?DqGZbn6rOuZLMpsYysvg93@K<6i@|NeFdED9
z3EMV)t{2q>90cjDuktiXT1@NZCNZg!9(aAn7qiSO`otu{yEstSuiu3}^D!y(Gl@cW
z#3%*pvkD@!W^{f@O*e+(pbm4dRYvb>QHso=BsJWkz-PhPD_?tb%Q0W`XhNVe8ALD?
zCj2?+ERa+7%aU{!Z3-}-(!`p|hY8)-a`K&{;Ri0dcq{afyTilNTcgseW^XW<tNHHY
z{@DRMEbQO>y*=y@hhV=&*6&SN<6r+C`5t#TON2aoZ-YVkZ3oHsfp<Y2kaUWONa3KY
z?!Jz{{AC|fHn6X&hrM97kx;-iwsR&1j|P<Ohk2Wa`#q<d^mO3%B*er+4we?_Y%a-z
z=&?sbKhm-aPl7t7+8}}ku|MUXKKA-czG>(uu5~39(vf#zJhR5Zm|Qz%wP=t`tSUG?
z<~b{TaX}y|t4B4CX7-ZIz$=*?Z<MNn+v^i23cDg-jv%)fhwF3-4pUTS{_9a9JRP=j
zO54Ki0pJ=Upg!x;C%n_*{(Mq&U%y@HkeH`O3xLb|p6Z>a-y0hOEOEib*z`Bcff=c9
zG4e%7Q-(A}W3|qwg?ahY$TI2Zbu@+z#xZ>TyQyXUHXN5{UR9CWexxN)tA^AGqDfWV
zf0KUMS0E^4IuYP})N(q2@_N}H7rk0Gs3Fyv#+^>xbMzbhTciX3^0dMZdp4-7{d1|T
zfbHqJW?)oP9BQ+VPPViCn@AhTQ5s=?aweI_u^wYL^GaM>K%<$wsQ$}XjRew&sPUHX
zp79Y*{p0-|?{YbG_zEb?UyHo;(ucBT{sLFr?fW@~LI4!%J!6d9YyM2P=^2P%{rB#U
z5jZR-?hgsU01m1viy~cbXSzv!khl|-l9_@U<=$4~Y7Xg1Q(y#5(Yj?oL{fnX{eVK(
z7%H@1PD1Z~dXntqXA0sz!>-Nc+|UA9DzcsiaY2LX?z&bv(`zadCWFurs{5Q|!E{)X
zJyC}3ILFkVi^RH9r4Ymy-ClnC6hc(uDmLc}yn4k6C0uvA<oo!Lnvvkt`s`r7X(shG
z=Vw=XhOdqHF8|^1#D?p1{sX+B+f*dzX#8if%0rC9aZLxjP0h<DCXlm17&Brb86tz5
za(;X&jIu#LO7k(zaE}tRbbE`<6oWF{eAC+{N`g9!y8QZO0^4c+LJl=h%3`qH8-C;W
zN%h%VqP&s-u{Tz>lVNE-(=-K+6ei{!6f-04?W}_i?}ye%hJ&HC%_3o+CXf8%J-SOa
zPTjvh2Z<{2F0C?)TE)6)Sn5uQefU{!@q71hr+oM!ia{JH{^RiV`~HK2o6HgHQD$|S
zKb79Q{zz6RQvf1m?7iaj$&>{vScuSvL{=8ahLhC4yO*B+%tur~f0@O7BKT{cxZp-7
zdRCED50|(d&6SwFv$o<Z`^W)m#)H|HwxmWZ8^QvQzWaqc#XBJz+EWW<RE<E<N?xaO
z$tf8;w^F)HZKe5yu0FlKxF`5rGi<+~_NRp}3HSwB)~4&&6pKO{aoI3uwaQ!kyyO?1
zsTd>PMGyXAb>VUh`r{)0WxQqZLnx6FuLw2n^w@Y9<P{fIPVX6DpimXF6BpHNKwtSN
z;@MBfRPSs(I|6f2rF6Y0I|OvRU3)_SsfE_sTzfy%$snkj!lXKCd+=>V-Q15w$t(75
zsGB~Kh`nL^x7~JMPG5NuAM$Noi5yMC(2=jn6|v@vq~%n~2e6a)XoLV32Ci@*zr?P|
zZN)V64M~@w#ZH21hwtNxNm3vIV2IqI_i`14Rk8UoxB4;I7W&+}qxr<2gLFpzeok%*
zzzRP>K)c%k{9(T|15UULV{$%NxDatIGx<A~9UnGI0rg@D{x*1M2gB9~*Sh|7$KlmL
zAXLGAy{3B>4X59aF%iziO!-s)TzsvOOrtEuK=qzTRT19(iNi?QF>e6E1;ol>9K<3q
zwo4tOip(ciazU68exj*x%aDB;Y~Qoh&y`5HGS%Sw_PTrzCfe=c!ESHIp~FO5!Ap;A
z=XGPNl#&P)h-i8aCQQVCopEmualb?bR{Gk~pFKE)iU8IbfKUS%IhTR2$i2Md)~Xjy
zn=R4Hbw?wq!?|oN3($8Mb&{Of0HIpSB)t>pWw^fRo&tiKRul3y4q6%&1up^a>gjNy
zs}3;3o7mz#(?5x@wX(=AySyBmw7OQjxJ$b|)8t!anfURnVa@0!hRs7kuH%zWE*6dY
z)qXDWcI`qu0IeQUJnNUb=CPXbH&jrhRjyo*RKmJ!xRb@nRScHjh*{PfsA^oT%pd?<
zX7hsay>&C>hVw|d`lB9tj2F9FNkHuU=?BQ&cp2U}OX%(fNb%|E0;B3~%ZP1g!7T|s
zJB8N=-1G&iWox4iSEB%bIwPagtFSx1BDJ*i^o^1f$DB7&QB2)?o#E*dt`bv)qhFZn
znokzI3tJ)X=La5@1uotFSM-<X+24JS?D1W;CTI(5t9N~{R-{~9TerENxSucF=#(iI
z&WJ-6+FrU$(qg6C-~FF}SE_l?*AEvnZAl3tkcR4``2|4*I1;%8K7+P)VORa$1@J>{
zxM_?FBYw<USPYCm0p4(cpJl^Vu}s?IOeCo{7DGUIO5-}{%}TGv@%58jq2MgziF#n%
zUch@fYClb%Y<(%^afvZ`eONIF{3XHo47&lD_($L430&t|&a~K_#wfMebIyLjs*@xX
zT%QvYRtZiPEbhU2nf<PV5o4M82LGa;b78qy0HhW$HK{8Bx-72L7mhBv5~oAGb?mpj
zR8uTWuflpz3ruK)A8_de`c^U$eeHLXU!FGTRO5X<Kh?e!)2*x;QalIx<}6Q4G;%6c
zu98pP_PO;WJlns;ptvf{WI%3Uos2fgV6@07M{}76mm0<3y{?Lck@=Z_PzQVx$nOr)
z#H8x}ocsP6?Y40Qh_h!yzphPxT<RLl%)$4V`m)Slp{w0D_x%Z-^4HrhCrfx^g6eh$
zTqeu6wny?8g4h!JGMW2czA<b+TS+?H$u#0U{b81wpgw+??mGlgma%rMZo}$?Jq0%P
z0__O~chPsQ{j5%&eW~Blc3CwQe=zPy#S+zI99D09MYvyUqO<wCcS*+rUw}G=1K{s0
zR4+5Rxjqkn+LGM_X#c-q*+$iWkltj$ydUOI^~yW|@d)Y%S2mpYo<k=`A)iht&&i47
ziGLao*gCxYZsm=19(?QOOpl2wTdhGzrQsIl=n;URM0=B0(!hUqCk8*$tPRZvl{YU)
z)z%qG1X-vpw5?@|Xhh;9E8xu3Uha#L140Nd(0mg`RiJfa@|ViUneENTp`BEKC=4Jx
zH)D-vHA>1e%0EbDO14DuUx@Q;cmv=^vvl&i8|E*a={7Z`ys6Us4<|quhx=D!T9AfQ
zOZ1aN-n?NdHN}FdN{h*Dhgpri##BH~TEZ|oR?5ZB8~{pdh*Eik>~^GO$K)%kO_^@l
z<k!A<H#73eYBff{U29lhvUn&$Yy}WA0qQ_0>f<;Bw?#?)b?jJGIi$ZJ)oNZ31S&@J
z^dB1PK3O9$LZlTBj8Hhd_W<^mK$R~eg>^ua6Dw^kj#N<Ile#0Pl839cJ3}TTZ&-GG
z&Yy~5_;XK4cUs*5Bc8}8OzJ5I$5)LbmAO;ttFLVVk&EM&*+soW-jxkBdx7)1I5P}w
z^A|@$<Wz&b&%$8zi!Mi|iaJ0m+6$cZc&I@flgGPZ!s|oz!L}kjU(LfZdUtnAd!`nb
zo&3x1gg29idvF*PaOZnxgm4bBxTi<aP3{hPEI;diw2~}-c$S{0T1R=53~(CgtKUy$
z$#@|l@8{&O_5m>YB67pp^NEXF4Y}<*8zBC|Ucr&x0{btb6=2ClU+s7U;dUlR>3@XV
zsTF)tHyqYTVZGcdi;Z3`==}*CT?LoNgyj{g=^T>|n^!G8gX*I%Idp$k$qBLD$XRR=
zfa4g?nx7D!&cFu+KWxdW%F40>D<Zd$bK_%!dm#X@SYMyG*zpjV%wusF(HM7h`;@)w
zCg7cPt|08r6s{$L&yrduVZ|fdyg?>1KZ_L;X4$lWN5XCS{%3aEq$Y@{@KrTY!_SJV
zBg8(TA3yg6A#Kf`Iz63M9U@2G2Gn5rA{H6;S+Wd*1lnz~vw#P-<56CXU;^b*F$lJH
zW}Kc3+DOqU@?(a8hV*A8k)QcP{iJ!Q^$}~LT366y_*gDJwCt##9lI+w5%cvg`?VlD
zMJ60HX7%Il<v6?ZDA#Udu}S4l*JlDxhLhQg#QFILIH2OTt|tMCH}laqWA$!QE#Hzn
zs&=a9bqU_Wa6uy@+f~OdC;1nSW<VJH@`!$RYa+e$EDAu`?g?!O24NfTiJ5@<0ifz7
zkXA3Z*l2uG@3HuE#+?3cYgQTw`u+q+$vgNX9ViuMJFTycU+2hA-9&HP{l@s^(BMvK
zy|uml7KYLlB@6P*#Y*lNP&ai8$|k1PZ%ugt(1|mOi$gY?2eoeAUSr(3im*q`Zal76
z0scv$+tCZK^YNKeeXiZrx>6gc-?p#E!k`4Os{nOV$!4Y>@cU~f>m0NcG&Pq?u9oG0
z)3O(nU*DcRcLg-u^fcVkCijON0d?2!S1f(5rc)c7GhUpQjik3$d<2M?+W@BeDeln5
zwM&ECOj@ADvk>xf^YJSCje?Okvo%U=;EB2m&r6sfOHNmI*QcJqJi(Y{ZC(Ol6y6S2
zC*u2xJCJLU9^4$8ry4<2jCfk_#AW%bFw<2Y$m5FmgTQ!m-@mt|FucrWFrX80%NRP%
zt|?<agE^rp!9b(ZEuTBtE#Ns(wD2<(5Q@HGlsn(rW+6nh<CD6Ho>+S@@%}6(^m$aw
zXb4>_ISCdqFHscJLF91f<7lICiAtY55==Rzw=goL_79CVvLoTJzN-enp0jhd5ZNtJ
z3JrcK=GT5uTV35+d+7>}<64Tk`{Kbc09Mh5iLI+TtPkah5_tTiQC7BJ2qDPJHDf=H
zxxU#6wz6M+H3H&x_!Xn420JfjCzn5`u^c-^1Vu)6F!$aa{JTl&j&DwIxLrOFrIu}!
zmk*8qD^AawI}qtNQjl+wExKOz8E~^Xt|W#4h<z)2dsIC^w5x@khUt`tH@IP`wL&VU
z9q&gH4Du7&)5X}H^@kD(wf}M_{S06r#}|S0@$mMU5y9O7UGuJEtS>jgk>sw|j#km>
zj*nd(9@((J?gH@L`S%=eQPtb0Jxh!i+P3v}=fYqh7Or-2y!Pn(--77)L^u9-hLC`j
z>aFX-Y^D{-mvYjf70wbpJr&#_K<xL=<i0)zoPoDu|K&(DPoYh(NU~zp5rfK7QQK?+
zuZIA@#>P-`t#UdWyot4++zKIuZF9&;Ri9yDwdndPEzs5J>xOJ6mRnBScWp^A_btWi
z{*#9Nr9<KlCE`in+12Ilx^M<LoY){#Ke)PBsjD!Zt*-`p<{B!#toz0j)LzVB`Q3u9
z$EWCPZjAv}=SYAt;Ofe(pvD1k$t5eO9DT>T`EbJB2kKXt<=Fu0$N<CPe#n}`%u&RO
zQ}pGI$!!TBE$PEgPf2fm0viBG1W<`<cIRj7E;~Q{%O^1LA3lLhvs^RHtWl@|HjkzP
zYlC#3H5UuqB5y@aIEBxXZB>PM{zzc~`AB3QRK2_^pYBUt|K6J{H+jy@32?Ts&aeDv
zp4=<;=hEAZ5WO#8MkqoZ#So;Qrc6dmKh%Y9PxH~hv6<1L?Ub)hd?wqar9R~dmHBm1
zpxw>$kO$X}VX9mlJo^~bVw6$V!uSEXAH@9(eEVENc1TxfIG5yYcz4D&tmv+Lc9Lcq
zl6g~sl7qsF?M0wGVs~xDko@e34fAR_*uyLrNQMt}7`bhO7OJ;9GSzoV^sMTyH&Q?K
z(W?WP6`=R!JzxQ{>B=?=sXC4;3Gip$*_0DyS=U?Ei^0ccv4~4FV7CcJ{>ek7gGS}V
z>zC=(PbHA_HcE5|lRG*%!lF&`g45K{_yeV0Y7e~iK!7q#igV%NsIj1EQ^*kJbDsK-
zF=5Z=564_>B1-}aYVyGiwKj#SdtXL50&<{<ZW1o{#Wj_sx`oVYBi0PJB_j7&$C86m
z&9tJSRn6y>DluCT_^5m=q9W;#-XHsBrRZ|Yl3jy-7n3hTHkUupqLT;XbJ+Yqrtgkt
zuoVGXXCB(40-Y_AT<*IqSV0^8b%QG*ONQj;!1fBb^MSqYiDCC;mf^wi-S=@Ozi$e|
z(qb<9?D!JQ9fun7&dcRy14=0M-v`^%<mgRYSy7r#Mgcy7sT?^^i}nerM0+=;nN6sP
ztIgnzXxC#0@$+<m!=er%F|jc%K@?PFGMW=w3l#UB=V)=UOhCA*EXHY2!`6c=a75RH
zqU+pCw(KXb#}X36T^GYGcVy?ZG1V{71B1H()M<MQBx{_yLK%Iout!W6ZfIZO(-H@_
zWSgX&eanSJk-<~8IBIzoDEqzByM>sK1GGHZ*=^Kv24QzqG_#6Z@kMKu_<?PKtEDt}
zshfH2ytu$X(G(b1`|W$7yRiE$CE(t~lf^rp?7R;V>fj&H7#RjAuGAJcJK)puie3n1
z<7IcHcq>?m2L4sx>P&fCKwm|dSFMZRmb>V$nC0~sVTLlV7fw|{%qo633S3Fbpom<a
z&514plBzso^<5Zt^u6(uWjH&x4dUzUkuds8+=hTRe0XUh8eQlI{sM{;QR(I3q#%>(
z?4+gfANjbrBqIZ~eUXn{1Oxk!pa$WKeoNvRXZpcrkO;doT%9HbyFjO>9#0CYio|Nb
z2HF|S3K^Si?sjoJnx^gF&VElt?t%n-C?g0ZzXhn@;bkd02d_WVX(*0_jw{jdy8>BV
zL^c5lT?Jn|(on#DR`w1gWrX421nu$GlwBnWlBsN#L6DfdbZZLvD`KmqPcogN^oW%*
z^r>_u0-^$ZIgo)`btYBjAl5EDEWY?1-yj*isN>_|tY+Cr8-}^aXmUF^0aLv7>G;=X
z_t>?#+>WdS)>Z~GiyOZ1s?m@eVX_Z;n^kCqddGn_XT)O8LB%eOB|eQ3>>~(E3O^}3
z4d!(%m`w3-Rt2BEq}+M@_bG~Q(>}pm3d--_`jtZbcc3|_(C>#r-L*N)i!|&<n5aew
z8Fyy3O7_P^PFc#iTs=}6qtX}FYsK&kRM@1*LfgHnhlA6UAX2X^WK?05FS&+Y0ppBV
z)H{#mq9#(4%R?2(VzOiclOgfZvNVKFjw%)K(X5PS-HH%%1u_dM7sszu<Jj7*iLzwH
zGaIU*!Ih>HywRC2S4?I_5FTEUEH53y=Pkn@w(2*SK&SkpoNEUHnNiHVF{?PY3OZh@
z@(c`m5PyX7m5>k#-Wu_N>gn4o$bWMQv2Jx!vS@my65O>%?`L&r;SF&b74cTmLr{#x
z$tQ6hb_Sx#VKLEarwI9>40RT)KTMFC)5W!_w6iTWWl`tGxU94C6^lgJ=VC+oC8H_<
z6RIgv3<)`9{h~-uaOt3)@KOXjk?TVt{Q4q)6|p6uBtsIWj#N}k72xr7R1&m2o|2TL
z3}9@{>5@}gAJ%%G@N>N%<L~ZM(9SU9<DG9;ub*n%3%!o)O(5Vv4v~~_*RI#P8>QY6
zXW8KmZorLqkL*q)a@^zFC72`n=OP87l%CjUp-^DPqXC9|>@f9P89I^^XbP-+4!*J?
zu23%7M;=amQH&Z+vgo&d7WR1u5j8wtuDVRn@P(U68psDYTBxz}EvZ~aa7N`22eIu=
zlT`kYcU(yK$eq;vv7h^Dt5Ceb;}k@N7v`cP$~SH+grH7q@T?j)g!4N^q{1Ra<YXyw
zwR|5^x%g&6{iDR#KoqpDMNTs9)QunYR66dPUFg_94L%++WUjMhPGc0_cD5s+-6rS%
z5oG>?+w+^a8y5p4Pm09X7x0k!u9x(Nhq8kE+n?>LUI^pj@HHt6F<28tg$b$`IQuil
z&OBh(jvZpK4Bep^sOkC{O%~z<;AWd6>D6)h`Cg*0nBtm700|c}!VVho-Kj%`N4PCf
zW@B%g7SX^~sieO6E&GunPEA(<7H{>lC)pV^1)^OBvW|=i-(h~I2-<sCBZ5ZqrUcbL
zF|qb(9~t(~Bn$=Svtw}~^2g=vpC|*Lqs_4J5vrz?#z&~Oh<n@qeGuztT_pG~ap!Iq
zSc?y!>7M|f91y@Dad`sXg1JPz&uNIoQ;d++C_i^?Df1}>DMWTSh;|<6(<u^LVisHD
z3Z#fbM4M)y-W&;fnfWU(_PJ7HOkz6bh+du!0ZSoj?OvTe-DV=Qutmw9<_~!h-ZaLB
z5ysIXqLk7XR9!Hd$2qk|O!O}z_~g{Kd<BVt*YXpksS+H9F(%#W;_}chpNYVS?IS9A
zWgczqnM;|7zoZ+~JL#s@vEv7>HQ}%3+<$R`zvKRE36cro$V~qg>UrKDhMSv}Bh$B>
z6oeR^E65ZU7~w!{BDrB4I&dZvgoK#<?7sg-yMAhL3+WfekFQ}+RmSgM_ZShk3LcZ4
zL?TI1&gqfLD(2vRRxJ-nI;cDS@s@Eo*$%TTeKbpT9zjUmsa2dTD5^yuB#P5}QNp4N
zPm-HcjiCN3xxLf=X153ISU8w)CJ5qr6{nDv@j0eDD*?SJ)UD}=hTIch8J06@v6WUX
z`q-|$_|e%eAiCZIqulYW!XE45-126hbuIqpI!Mp}{3+ZArx+@(L^J9F8uy|Huwxyf
zp$37zrZ0p+KXDBZ$O18SgCoQc8kjSJ`~3_c7+rD|VP{r7m}ZO~#bdr2>Q12UYvZ*y
zS+Q+!v;(G$s?Y~Wl%j}VC;H%T`QD_-(PfQ?aMR%*G$(GWuA}kIUpmh3#!|;~;C)4l
z;S`(+Ph$UQd9Mfs&jvSEaMHjoBk_3{S$;*amJ(9LznuZUFOc`#5tN_c_cgnHvLny~
zsDnSB1#l0zFTC!UVbm>(a=(_%U=w@JR;X*@C}KRI-z&xYREkIX=`6-`p$y_kTp7LR
z8XA%s1;hr7G9`i$-s19l_J-9XDx&W@dtxDMF#`jiKS#A`j9<Fa%YPQ~G#|hvXL1T3
zCL%AZ!7ZYqp8vdqMEte@JNiTklP~PvNi=D146&fi1oi>>g(-<!a{D1-2W|@a0qYZK
z%aXyQc>Q*sJC5w{C-*O~!9QM2KtTR?7s8-BNXPTC0Gvk2gmnb7i|&AMTR(=EWR-I2
z3oFF;QkIsX2I9)7fLT%*yXcr$QBwDjJQ?tef<trkWPY-5GR^Wm<;$QsQt;Ut`#ki6
zq8TF?$aP~J;NlJ?wg>2+4agf|JMCcixI3^CG>ZD`)~JZ2C=_nDwtd_kr1Qxr){7-v
z*JPv_5WSB_pyIEtQex3JnER)`;a4iTohR&{$$jr;mE|8~KOixnE&g*&h)9YLU@(`Z
zNfX=eDE8csQQmIxqeUI)j*R$T(Slne9%F936rhr#r<MUr00~j(2^yqjycOoP(?vU~
zZl4VpvxlW(5aTNG!uAD9un5Q9CW8gFzAq{*Uw+eth};i;5u82ZsT*<LVK>crf5=p0
zpDk|EzJ#dwwT78ii0F}wcCFE**ZX5CuR9_BE<XCtXD>jP{|~OoTT^iNr=-p-5|mHk
z_&Mk4Ci>~F8AfX&0Ag86PqT%S{wQI8HHKmczWXATrbsS(5B7-}b~vOIr6G4c3EVb)
z?mbzfEg+!IfZO8D@?pOFUrm6wV3}%Pwu^OaE?|$?$Ab<}hOZzSMn~;Z)G|jtcoPQg
zfY=vry}x|FBzDzRz&G*1tNP;n2PxhsQ;#=_y#6M@o%`1DeHt@UIo8~14giO^SBn1Y
z(F!Q*|Kzpbexxl(Ons`9o_Rah$$%7Mu8Ewb?rM&p&^pyIJjo9lWGXHM?~XLFf5~E2
zK(<pL@_<TAc}Ama9sqQ=oti{fM9B253C)-=%QKtGU7>Io?yun<B~-mTo*F{!S!0~$
zu@M)A<^cj@zuQn2h;)u84u`?<{I$tR`T09@uhcO~#ev3|R9DQ35J@6)#-~TH=}`nM
z3?uF%>w7ddOKJPk4}R^zZb=Z*NsG6(590s&Vd7ALw?yKnskgBDVbd+WSAmq=ED!Dz
zaX`nd%lzfDcb_kRF%)w{#bMPRz<$1t9mL#<v2jySEg^V0VB^*ALWvjtfY(I6ME5cV
z%38&i)Qw~ITElj!PMcYS3Fp3P@qMxB1cR>@wgPPGNBe||l?fG;!p@I+csUho(`k9h
zujHtLM}?vcVee^30J8AbmG2$8^tW><Iuvj&{YDG_1}Ha$27lG4rLsZ%btjW8hb3Zg
zJd5@ey#S|~%6H~MKISZlI-Z$7jCD}j9Q*<z1%Hlsu4b+s56^6+sgWf%MJA<^%A*=~
zxKHxsKD-LIs;~pvDa1Qa2%a>)sNf`=elJe0qStJ&sVoSrjuFcyI|&Ldi3~GN;<pA5
zV>6Y=vJDrMO(C#(I!oaU?jen%xu2&ZnA3)H)xC`j79}08^FZf=#upqKL<m;)zg6mA
z=;WoJPy{r<d39&S_;nS4ur=4>?-N3^UAPS8HG_y-_haW`e-Yh9Q7OI|vaT9xmei!L
zPxK#1N<?YskWxja3s$O%6OS>K>qrjAv&Q!OodX!TH-hQun}Uz!({w4D6Drx?bf`Xj
z_A0H|nf|>>G1`gDT3DBUs?Cp1_3;PpFVW}m**d{`Y2v=Lg!JKuJHXv;Hi&uROAJ1I
zx)qIhOOgVV!dvH%=kD`hz)<tYgM5ctg(DsgW(h{VibP%yugoJ_a4Q$3Q7qYtd2J*+
z%mBDKTIYp(imCr%=Zr{$<z5X4i2~FwT4!|+lIZOvN+#MJvytP$n^Zk{4wK@GYF|{6
z@gGfp32&Nj=afFyr-jqMMACkjX(Gp}%UsPwG2y*{3)q2ZN~rM~RG1wS*1S6=+rk74
zl|^-&3?@ZTbZsb_rPBU9!yn$3GkRnF`=NfPP&eHHqkb(ar~!#wYQM5Dal4H-kU*Dk
zjDMkMM9}AFHsp$H(ZLn=D1wH7lw3YGOFW;_Hprh9I6h5w3V{bY9t?g?bV&OtXNmqr
z^xma0(4bp?FQ?(2#l9Cyhp0#b!&;*u*GHVaRv58Ah9AFmv*kE@dGpqH@zF&X5oOM6
zIexW-<QVo#*Q2$)y%{2NFYun6QuHSv7QtD>RWE=ErdRUww_x}hl<hnnx?Ic+|Ihc<
z-Cn}vpef*B*44~<cwGYOSgb4ESENTp&whg(JUCw%SXf`ayR4SULeJr{59O_2qo%dE
z0h-4%6I{&1JbL~lgYSaBH`_qlZH4)?)6cj36_zh=D{FNwcY)|b=>Xepm=6#@u|cf=
z!dDvu`06jFji3JDtJeX1wcznBuDV*`-zB@Q!&MoELcqks!H_l)fKIBpJIMfrq7!#S
z>wC8%r>i|s@p>zAx~^=ZOR_U!+G5h>ogYm1<==^%ZUC*(O-#*fz=T*To}KIHrpEoI
zd+;W4`dstx5+w_@r40LR&E!tq&Lc1`OYuC=M=Z@zDh12{I~9h-qVhcKCh!0pVZF;%
zok!iygl1iJXLU97M}pj_cD@K7ZPbwd!eY>Sob2udO7HjLsjaqF&#N+GdDam3Vg%FD
z@in@a=M})3^I6>1G({g(TR;}3rTX`2xPw&mSyF!-=3+AhFu55+CM_Sue(bIzp`mtj
z3}VEA8$K+8y>f?>p=Ld1O<m-OcEG2ebHEq#p-o1SU9-p~Z$^J^ri4%xJ8axAfT5o{
zqtFz=)uWA|wI~45fg<qoE&v7ZT*u8Q;Pc_FXab;EH|IU@lX!x{zFBN_>E1iF1OSVj
zfo?_#^e6+j4->S6mPNl}#*>!rMTZzbfh8B98$#^HNi#L}@|of~LvE3@GG2fb*bT_R
zKiUYbuBJ7lZsvNa_3g6&xA?tN1E8t=ZzATMN(pCeZx8-O+jeJlUkw`tLbIP0jxBhQ
zS^F!jLbR?g`M_~(RxSHWc#Ds3<+xY1m6jJbW|I8;u7^;5vOq$*nu$6!a`1$5UH+Dk
z2Ee1$s0;F=dVG9Xa<w_$<+s{pgg-m*m_K;a4Japu8n;dob~NbT9<DvL0Ej7%b<_K;
zWB|hn0I;Vy%iQSAMl7v03gPhGuirWG*es3xtgiI2K&S*$xsg4-Pq#{dy1U_c)1^D1
z0q7WM!%d0(d--koR(`rW*4AvH>v4iXAJ@fpTp3GQnG2^qRRR8l!@df60@nxSgP@b0
zLaD1vAUR8I@nKV09P;ETb35-@Ji^(2eI=ve846aHarkP^j2Oe`!tZz@m5*wBqDTd4
zbr8z}d!kQT9`miwj|KJcw$iw-SGl$_QG0#Lk`DyB#Gjf9P89fb2ucp!185u52wz-v
zPWuUQPQp<aHNCZi66GaYO^)b}n-xMc%#zNuzcXN*3ais_4?}$3<BR$J3hc63PL^Lx
zJ1Dt+HAelH&bdWf`0uXV1~v>pKZ-r;6=Iq_TRjv>v-~As$}V**W*U_N#fpj(-F+b}
zvy~jbUpyS(g#TKX%QRp!DCX@&<*aEpR|%;27?_I+01TDM;S6BII|3myvFQApUy>kO
zp+VWXMtNid9}O_Hdxao`y5RyWyF`cHv7z~?O+flPJx&I~@+K}_Wo0!`<IeFkLf4-z
zFiE`eGBFbXcnu_63+mVNo?M^T(P@b0=9=v^+@zQ9P(1o|z|aXs0G8bUTtnN9l`}98
zZF4ULu6>%|(+HiZ|Djd3IPJyl2L}3(0eNiZCfY3ERvx=m!%8N`R5g=qr?UK`+`I9C
zmc+<NH}%o@>+>fTQ!+@u9)etjS2t&HpuemBco+!gjjt>l?s&tq@Fza|0TT@tdh@!>
z0!cC$_=i;5T35BcuauPWih2f3nZT@i3b6u<s@k#bk)hkCo%B5EJ$dSm1)GsnY$eC#
z+nG?{_>s96S3q>Lc^PQ@08WHwr0D$#$7C?d(uu0RG<t4Vtm`e?1O11`VKHoeEvolq
zibPQ98YpsK4&uyF3X}_fr?!W~sj>_T%;~5xSj`z33OALViaHv{fyy@i>9$aGOgkQg
z_xY0{K=UV<s=cp7ZCCisb>%xWo=a6=y1wTKrl)Ved=AKKR<mX*@|p#1Ub}-#Q#DEe
z8@le|9t(N^E35ELSKoL|VXz;NTWi+xh7tmI=<aLnkx0{z$vc|&>w(g3Q8u8U7GO)y
z9<1b+S*AjU{#4YCVw;1fifm^&R%Rt3eOy;1n9F?NR6yAP0qkc)5C#SYpe&CLv)x8;
z0sd=L&gQtACy+B8t=$Q^O|slOO$G9ekkSuZQBkbI>46k<bi#FY1fKsOKAZmzu4anH
z5-b@&4(Eh6RI`h16j<DrAGUqFo!WiF(v!sJ15~S%g3%_aJ^H#!0#FbRcPXvQ*}z(w
z-)g@{eVLV3;s>w4hf>A=6-phawa@!oD0NBet}lMKrD`QX{#KysS&p|##0;@b`TqBc
zR%6+>rz`)=qYmZh+X5i_n+skpeh8KZyX7}eDGl>p&I3qW5t|}Vlv>_~i&sUK_V+mI
zkMl6yTQ0!Q003ir`#uLGsl$`Ps_hv7&Ak05eVSJdRAq11uQ&ne(@7(O{u&px<AD_Z
zxt@l~uUW4>MmE#2G%stSwN$?9ER+M1BNnZy3!qGCISo(OeAppm-`%y+<jKw!ElkpA
zaF~|=lP28;qUu`{W%LA6mebV-fMZC*W;`(fGryxNK;vkOsm!Hxxwkr?Fz<1D%Q`tX
zCBGkEtXvkEl12Ci2dsRaX2mZeDZHiZVZ6ttMkiYN|Lf~o+?i0r_;g%zl&0KPxwFEd
zwJz?bxy@w?qt$UJCPO47o~b;cDH}HTxlDvYG?#T_^yE4g#=%mUdyx`}H9Esi=kYw9
z^A~*I^M3F1e$VgszQ5mloEDwB+Yrki7uUo+((%pd7{@au*zn9!ww<g4TsqcAb_c?<
z_RO|c+r#<NeQy32jvmy=E9t+lui)^^cuyE91(>P*hpSCEgD`C1k$gU(dn63AMvV%a
z*M%lj@ZBvJSv;P;mP<|*hMP_rmi%xa&1Rmz#o&5KOFg-)JPZ88*tmOuYINiKaB*(#
zm8EeR=bn-@zBc{X>Ntn2xc0kdKELHe-)K2)M|D!Ton_d$Yj@p+i55uLKF*Zc>T4UX
z#d<buV?C$T`d1a)*dXVgZRRy;eI)C#(tUsM$L^IznS|Qq{P~A*M|-^g6^btY5Q+}{
z5Q<_x7%Hs`McX{&jb;l^%XX0KLTA!)uuJ>Fy1H|JmCm$z;SeTRdu=Y?X);c{M|juy
z<`WhJJT+AqJ-N#=CO{b!frNA|L{F_q@{t`{Xv2p=717rx&aT)_9u8Yh#Jx%D5Oa7r
zH>m{r906-JAxxB^PqAN3D#d#~9}sor0krR0@uf;vp{l_H72qODM&!8Rq;Ol_%oz6M
zpz|b`Ejbg3T`8=I@5!nSVt?{YMqFrQ#2-=3LYg$|<o1$1kLpp4EobMXJ!EVQdBu*_
zUv%EE!-a>Vo<z~rKgvvmL{X-patR)>$`Mz0lD&6DFoGBS{eC-+DqqK<Nqh7+!N$f^
zkA>pq{iQZ}GtELpZ`cU~qY@{u*~j;aE=01Gy`Ozg=^GKTWo*sc97I{nsGl0yIH9Ou
z?9M4jJd9A;0ANs+U065dOzlWCe5h&F;I{x8Q%fB#X<8j;l|!S%Gz7F<+|lqQJAt`a
z&NDc7`ylP%#blp_y&|+G1Z}UA9dECZ+$b#_4gq~L2^XQ9d1oLXj5h3W;L)29=*4D3
z0HfQ-`ua<9hDkN+ac8;)HFBb$dH+yMx5w~Kq0d*)=Edh+>B}geR|Jl;Xf5-#Z;hGV
ztFT+L{EZ07P2?i0EN2uNon3|09c38GUTUNwSMU^&{@WOR^;|76f}A28<aU-HB%<ig
z&fXY|l=h9}8v#Z<^0u^1rvp0@g?njIAbFx#sR4Hp@s8D$E)3OTF~Zv7uy7)=s(Wdc
z&PqifIetM@%R$_;MD-!ll6&7RNaPTAQek^aEY4h1+^3>41}A{vg0{zc4U+cV`cjk<
zM=MR90n><hldtJgKRNPXS13g2Y?NCKDeSUrfF5KN!ze|=o`ZlLEhNdNvh=m9ZtbVJ
z!;7&+c)Z*3F)8ob?ZGL2*>|cg7go-L#XpQ`RPP%Tz~!w+36h%MhHjh&rAT<GJO#|@
z*F&jtnS`DrnUu_a&PxtBO#@*Ym@qfOysUU{N(@JF16(6CmOVM7rLeSsh7Z4ELRKv9
zw4;qx=;M~YAwl>wbA0qt#5zrj-nJ#{wg$T`#SiJ(YnoY?!5S)t+OXsgJYZgE<mrI&
zyOKh6>=Z&HuJ<q2CryBjLIJ7|x&F@=ky=eDz*7a$<iyo`Hp&DH+_+iQM053@3Gn|8
zDS7sR)nI~Bp)=s6Q)x}&Zg{x@P}{Mf-V-ygwhWaNQ4w0r1^`>|;RMkJ>(hrh$jIqd
zi>hi#uPU*bx)Ct}KP#Y|w`7b&1**A|RhOufm#IGr0RmGQFH{Nh=AtQjxGr|91iPz0
z#^n;}0EFf8YwyxltS?A(L9z+nh2ui7t;<ZgFQOk?`J~$EJ)PD6w8rFipzG|5N;M)=
z{E@klx;PaK1x4Sj8!vnMDY;$vj3Hm5CHp^j6dcqTR~u~^IAv|k2r`MlI4ta>X#~Lb
zxi@^(F0CGlw<oRzR;pV`iHNo2F;y<2X#Fb&aoMoJ*d+WQyqJ@UyCH4{Uau>Me_Btx
zscCZ%EK27_2Hw)o2YOb1PY(H(SFxUf1e(8l5LP*wLlhdT;U2P!85icN9Q!k1!S~qf
tH4(?~*d>U_GzyhlPTZi=qTmbPg+L4$d18nVA1ea@HkJ++<*;)%{|5IW50L->
literal 0
HcmV?d00001
diff --git a/log/zPythonScripteTest/err_n_plots/IterPlot__Vp_Vp__fwi_FWISO_iterate_m_allshots_5_7.png b/log/zPythonScripteTest/err_n_plots/IterPlot__Vp_Vp__fwi_FWISO_iterate_m_allshots_5_7.png
new file mode 100644
index 0000000000000000000000000000000000000000..439e7ba7ca98cd1876b40dc7208035f36e29ab94
GIT binary patch
literal 39038
zcmaI7byOYEvn8A$0fIXOzd!;BE(uO>clQ9n-5r8o91`5!-Q5Z9?(XgmUz6m$Z+<gx
z<_}h{1((}>`c&<z+Iyb>X-Of(x9{G*di4rXM3`Up)hh^P;HMQ90{BfUeL~i&SFr*j
z{5<lGiHAuBiTGW0mnlba5`7e2WIocbpb_4ZkpxGed=r;+H-p61#iOf!ji;-7&lX+`
z+5GK3{+p>d-TQZ@)<eP&o=_lRUR9AFW1<vkwc7gi%gFHkQ#PV%oK1`s)PuLrR~?cP
z3U+o5cGL3HyXTH2;!T1~B$*T(N^d$<41`d1wZb2+X%Ge!Z*DCn7SE)0<kjACz%9hh
zi5b<a^W25~>eS@wN@en|Bwlec@>thRG+8jDKUx*`55^F{bwhK`AoD@t73EXq4?K6N
zc(fD5y`67~;yrLt_PPyWK^8XJ@*s~J!1OsZ)LA9_E%kI5qa$7+>SydKRHbf)jcjCu
zWX&s?b$_-R9FD>(tkU86KU{v%NOMA~)H@Vs)K`0@N3oQUZ%DnaPQPx-SaO|lucXr(
z3cYyy>(^K#f;56ou0SA3aG<OK?{_ZAKv3)d>wEv*>{lqc$R2S>?s)G&`qF?}2rkcO
zT)pdg6MrlpC$ThFi~A_(pJ*efTxQT#M79OxL6xKg=_kQFLPl~)g68x)v3z~FBqToJ
z<$jR=_e-|4W`^WjRK02Pw*r*!jcKDQ8RDz-U5b!&as09PAw<`u#{v%(<?)4RG-DA9
z1~JlxC?>J^5^;4ub<I3xvcy{p3d53Q7OsB%A1;(}%J1KpJ5=IueIH^=;-Am0Q0>0s
z4%B<Q@u-OKvwTfLH3Gp%+z6yAl)h-yLb@xY1FI%V+#4Wc;G{9pyPFN{pD;}8|McSj
zy&zqM5G+#tj09=fBJR1)IB1+|$mwFAw534VXg^=rtNnnEUFuRp{*Xh#Us2J5Y|4R0
zGD~E95XRa<Y+;8nQ9pI0-}<u-!NQUFL^9+5KQ6v!?*`R`1Ad4zi6T0|B-_1d6sXHK
zs3wCwP2F5X2v7Es$LuT+#n_9C63wLOBp~+@GjttdAPrD#qUV+EhW$#AwJB}JgU>#H
zY^WN{2G6U5=VwU%(ZB~-VBb5W|KSp^zvyq{HWoqhJH8Hmxu5lXXYv3gaHIUz{L5yJ
z?a%EvTuXy<E-uvcd$tY6-0U_GajsRa5!vXfhlpn935%^(*R6m1klLAF0(er4;2UD?
zJ$)g1ul?Kq$1VRoM?9}eA?A<B=m0M^dZ-Y^Z`t1yQeoxO`O~oAC{jQ2n0++wf{L=I
zlncoB$pe814QCp!U}ywSKW_ETzYdzKTa$aWOquhhTsW=NirpEHKKRvSQLEkSz*h1%
z(@GcwdB2o-<@!q53IFq@!#OjF0#VfYu<g04^myzBVlXv)p0{XVvFF5geWooLRwo86
za~{WzOC_k6UPVE@{CB1+>lyfznOOl;ZaEsrYQr6@)O&_$Vlb4C84(ybK`(Ty)dPI=
z<?YHg+wRHRZJ@5lKYN^{DXlA<jdYawX;XlHAuZ+zh0#EpsOJd>Ig0Meqo97n@9%5X
zqY0cV70)=OpU-8?Jee)Ydk1~0955m(Kf{b+;QX6JLPhlmHVj_^Yi9yWCtk)ZvNhk=
zl8M^&l~m*dxgrXl7(^h328QuCPR7n0N6%|~o5-LBTA~>@a_nx+x9>aXhnhdiBA{<U
zXdgTUbW1s|v?=j##2G9-JVAc|o-|5HqfY%~C!@qob`lN-Ge01UtZX{~$OXz7-LTgg
zf{17lcYfJ9$?l}fYjQb*Dh=kpzz1Bl%du{L7|m{7{x8`c$^L=xxmWzC&0n*(#`N4&
zmS2+1N{3`#o|gp$jaRsiakG?OqkaP1<8mG|s8vek+!pm|y5;K56*aH8_+c&L9;?7j
zz^_CKxNDu9hKADw_Vwem8*NaJH*(Y6dXQ9r^2w@@J`@iHNC=;+SS)65N~`I72&Q6L
zlM1BUjj(8PVLlj;@MW6&xqY6t`NCXdu|7=EqDRlB$;DxxJ9WAfE(7WIVaNT^8Oyo^
zwBE#U84s%yhtmgL6@O?gR3Q&%rxUq&7owk3iln7dB*y`6*yrz+P24|;^%9tqiewv1
z3c(_p!F|HUOP9=2(?MxdfH!JES3n)&wW9FB$`(d;Ih$zbuREF4!|SF+4E3u(>t}`+
z65k&UobU)tgAcMQa|~M6a+<?c3J~5NnndPyG?K8(st`wk`jF__wKs{!zY*P{#iTRr
zS=7>WS)F6?Fux8uOF9qbTCeP_Q@5Ny9A0vsXN(Kx)T}?g?<R0*on3y=8BW%yX&R(x
zh(1OQvP>ZLK`HNG{C=I3kVT_b&BSqkkRTH%p1@V&gn`d$9sUj)lgMJmddSJ+X<kCA
zGT6)Q&X$PNc%&zy;p%9zh?N}H3x?2j)5JiX+2tzT{!rxUWR!x$2L&|(U5dr<N-aoW
z1K3^8tsTh3TeV2$4^_8Q{MnTEzfzVM9FEXXcPH}pOte@pdPsjG;?FdYcfb%8IzI%&
zT|ew^{{B7Shp0w#)23D2_%Oi7)uPm3|DK426sVXW5X0_BQ-i}X73g^A)^aqxzM9eF
zVzj%Y@h%x`yDR$=IA$A-`^nhL&i8JpxQzNeEk{qgUs|mA_hqE{-yk13EY*ZHZx4xG
zE$F6#zcbYJ7uT+LAaffpFKxVr;pK%T0f8_vcXgXD0(j=Uk=fPt3EjU7qCkPHFJ$f&
zYU)yJoou|p;w+Y(&yTC~W`)m}`!(Z;({2tIxr_YY_oseqX<QA{^?6y5ti05m4fIg%
zr?123{2Kuu3_gF>ua2UIZTIK4`^CC?12<&sFq^f#8I!CjvpVu|YC`^T81s4Z0o45f
z-LL6<ySPJbfoxP}c%`mQN4=$4Y{lN!S}d<t8<qVgDgB|@`5?V{Iq|Sawmwq{FJ=GB
zE*oQUQRa%es_ekB(9VS-gi0Qmjh15QVwD(XtFF5Dlvt-U4oy#KLa`KAm_&VcO?dZ=
zcFoks#bBQHZ3y{w6%)Ukz0j~Cnly&Bkd?IDw`=Jbsr+^sZ!ps&`{%&!Mha{_mmC%W
zMu>+@?FOU+PWOk>I7X8%X89gRzBQq9zY9D|h8!&>^DjXR<_D#1-uJ8~+{X*F%*Ym!
zcbD_KCR&^qB_1y7{6~%ZzO?vfb-6AhNPjl<440aQ5!r0s`<^jwAi&&a)ZNVm|Fe_$
z#hXOuv+eQSNN^+jws#0#jUX)!-k*BJwH`hkb~IU003L8RDN`sb*FXGiG`<}u41{>b
zzzh<bVdU{Peaq2U)}4(DB31-3tU*&5opalaB{2|0XSlnzdo#M+P7Z5r{?t<$VH{_w
zG}z#tvTpnl4m*>CYAyOo2J6n^!RJEtI<Dn%`afIQxpJfXfoXV^(8E>#y)M;-pZ3iN
zX-OdX*rl7u<y+*O^VI-5uXa$a?V@wI6^5rW?Zi5;Bl_&vtvuXl@evS<R{i{$ePwrZ
z<V}KEh2}U@ce=xS$hHj+As+?$4J;qIgNkLgezIW6^xtDKhm4=VQMRr%GYr06iNzM4
z%77r(c~es?Bm>JV5ez!&K<%e3dZilcdRm3@+g_M2%eQx#cF^e>tfOtH$rbl?8D^{*
zNn&p|*S}u0Us2RsEpX=bLF2h33?ZG)-KTS|rP9r=m?fjf_!W~9+S~%Q4<K|T{JMUc
zh(aF7dCaBHPdQ&&)rT;1s!_<+Qqg%~MKGvI>=nLcM~98-o)oLaTo)GWfoAsQAgj~c
zUm76rRw^9n{pBGEsA5UE)^zqm*wj?f{KeS>D`>1_SrYhi+_HS9W9mVNeRwWJ=qj6*
zq%&$f$Ul3@)O<|jaNs%CNO6<bKadgDl03M@zu~j~o*&z*nQgtPF*$T<`pajv<h$lC
z?hAAVPgj51E3of+C?{Ri+2;5uEkeiEc6yOsmdwpg2I4T+7k1|-4{o}qJjzd?48g;x
z452071e`xxuao9*Yz`xZPYv3iGK*(38!G&QMWfZM$Pd81X4BkTT*KAhEu77I@Uix@
z$`$tO+|Re_=g(S?9$GyWz4Rgth?6Km#c+!O57jNhzN#Pcyj|1B&}tGscj^}4`Q;x^
zGaHi6NGkm9E}GT+$S2`zuFTdndsEmL&rb#u>bi%c%0O{R;K-jADxbxVQYT<_Zj2Y)
z7|13|H8B*T`pL>%saMntB)k19QK$1^f`1guCXhD77}OBvXDs^Oc+^M@VJtCST8ZDh
zF)&JeA{}*dnwN&@O#a4F1XQ0#0UlJF#aX{A$N#QDNmz#Tvmy}O6Yv55VomHA+yjZ+
zG<P}v>f%EZ3;nWlG_97)ZIr{~T_0mYPV9Vo8U6XW*22}PA2q0an-KB?LA^tv;x^)+
ze(d0&WtkB2?iwv(S}WzbJqY-+R35i;jhg+jELHv&oFaO<$^J|=K2^AQ(*$2^fiyFb
zCpW3r!nXJ+8m{6`caOrJyiMTo0EG(YRjTrS+#W&m)5|->sTf8<jic9nqI^D{er{a9
zRUmR(VCw+-B#ZjnURsaM8UW;_`9FRfi_voaZQgK6-9y9giMj`L#HPP=n=7A}&7B)(
zwX*Z`*TjSlV=NFcqjr~{?)JHBZ!FHYs23~qp6c-k>yG?{?vBSQq*9KwDTs=mYOBKL
zB-!n57fV`B>xL0&R%lrMOglZFXN_`b{M}c7Rn=4ahwRQV%QBG*TpuMpU&X*T--eK?
zHi{@s6uImlUN5_EKSs;YB}pb(pS3wGJ*}gKdA0wUW~%ER#u#Z@E`se9e~R8N-~Eor
zNp?M{7;d^8n{e3Qn<~+4;^B9`-ea@;cI=Jx?$USocrr&S41(#4#~9k1+lKjFXmNu=
z;e^JwK}@(QjC0f@I=qI}jV7DMmu_>%Nb}4ed;Jvl_Wi#0dliV!4+rkSqIxT=%fMwL
zT%296RY;>%@J~cQsA6N244AG4V74$F+pj6=bWVh5<L@nC=LpJ6x9v=T-wJ=C_eSqm
zD3s5zbcJHC?n6(*70n5;Q{}z<h%J46nKk6@6GYA$xdS>}YC0GBK!`yexca%(9&3g8
z{H4nOUxv196=q`^?)pkb87PP$y8K$(66p6lSbZ$&-D93p)ACuL3nJB}XYWY&FxsVQ
z0}R^trif&6!izCN<{s654Ta0O!0b1@t}WjTGlmXC(&<q~D}OpR6@)Sp$LA%GWubI8
z>SII*3!CQ|+>OzfFv818i~rFBAGpG!=wC^BkjWr_r*@%urqsNXR5gRhMng0Z{xM2H
z)G1>q@;=t)-yrDnGS0jmo*qs-yJXC<wfzKY`=6%J_XL!E=1=@12WgUH6Q!G9H=@V(
z#4#7Yd|+!V5=hv?gBW_nl#V67t28xUY+759CwiW%e-a)~IrrRaT)#CIk)BSgmzgS!
z#B9ns{dyOrr7{%c^>wZY)y%{3JKo5qt&)R=RxFwbbG*TXc?@+rb(k8sAoqg4lR!S5
zh9YvYS_||ELZYi93U<_v$8lqHI@#r^XwJ94B5t8{_3?uwj@=$*iUs@8(SS-7GS|hP
z*BqwFl<AC{WlIF9{bLCu(*8J12%P{w*WJ$gx>UWZnu3C2wwCMBM^u?@=i9(4WX^}Z
zVBB-1V$~Kq6W!ybML)#F&C*`oZ2ZsFA=NTee6S>B$nWqNV;&BoaT%9PMB-R0?6(Hy
zx>FLJE)@)}j}{SwHmut$+#QZH!kU(TG8i2FWVMOmc-kl=dOX=64a4ylFvc$KsnM=k
zK3xE^6!h!%V6(Em-p<Z$Uo)9)JG4Qw_CP7;n5#CWiuh04<#ckLkdjEh-c+n%GW2|8
zb${Gqz?KxxTyQl!%~koW?QHqsD7nDH<1<#>?Nknt+rj1DUSGvfqV*0oSIxMj26ju!
zS@e8zGJqz}4_nFFd=9v5w%7{aSKBc`3{GQQO6pjYCtZgQ91f3&Vc?z{s}4!d%@r9^
z7zHJzA+6GfMF;N2$4~<klNgU<ul;A|4rs_X7wzThFI^{E6tl^fC8uk6(AoZ{7WV^s
zn2Y`S45i^>V7fR$o=*HFnUmeZa2)alJ0J9EZ)y=}y+PKSn+6Zlxc-RmCTdKk<K3>7
z9>bJUY({({;>54Qp08h-=Q;_pxX!%tz{4q0tvKCMOGb;R7~*)CduBg|_jfG@;7X%m
z>VVyS1_)N`^JRBBN6Qww{m+k2@%KgSU4M87`K>{<_<raH<fEG7o7JLmf5by>{ekc;
zg!~@%V^<WYw$ii)aSp@CyS+lj9B@yAO*E9Jrj!{WtUuy7qrj({g)4bJzVRKIh9sLS
znVUlZVIL=HCD9{*Jx};z0jK|`@ge&d5)ucAjAJ#kL4Tu=va~4heV2g%+x~Qo4Rv>U
z`Apn;rF983HZoGF(^WsUi-;)EA6<kMq0M(MWHec6WFxQvfOAa|0_hcg?eJ1VP!Bw9
zv-fhg07sT_koK4%qdSvaq7Gv~>L>)XD#|;yG4))9jA*ujCNWP(D#5Qx^Y(*9nHmix
zMM7Ob#bcB0SqY{J#Fcf9V9_JgO#m~YawnTc1Wzv2UA9VgjD`N}$)_<0D&MbPOXr_O
zRA1}}kb~Gm=zx#nN1gqRwpMRWOHWo#Gicd2%xzf~1d7`cH0aZQ3H;x8lU{S1ps|J;
zMbE3<c|LwD>iiB6k?V=fIk!gr6j-?5NVT$-2DW`DslZ{$>4U*9AVCVa?v(kjW^{jm
zP4~O}BS>MIF0bzUqf6RKD58O3XiW2{{=Q2fXwP*yfy0RCa?*X>|Gv4!wQKH~gYK~t
zohwL!$Zu8R3pXW*&+lL%!)1F)AU-AN2pE?ucWsCqPoe~Z_NNMGXPR7cWJn#@uVNpO
zlUeHRwy4$K#XrkLQPkV*lY!J~_GS?N^kKprOV8gXfuXrrvuSlwY1zf*3WUmfok)u~
z>t+yTR<n4Q?A+IOy>LJFta*Oi6{JMyv~dG;+l|j{`D*5F&cN8_w%oGP(47Z@H&J>C
z7_P>f?k`nj#VQr2Sux8_yPFQ796AqO*hv#vV&`PC)^$?)y&CoM{ndGe;x$7He`%Vv
zlezu#=bIcDRW3;m!--w31k*vMw(HPKj=KBgn4|ma%KInIBJw66#JQhmm9Ca8kfT~Q
z$=g>u?o!<6Hcr?5m6Q}Frf5>0`Wo4f-B){a^atbaSGmobYP08*3C`z&ttWri1SlT^
zuef}%Y<g#Li0%C3msH|RBg+@Fy9Jx(M-P)J^UlN|tjVU!sr%Sw^Tq7ll7WJf>99}J
zg|oz<ZX$=3!7q<1;EwLgz1b?8?LB&3KlklMUGuyBYnQ8odehl>JPX%CX?8R#!B`Iz
zdFpZSH>%7vn>(j{jP#qVJk?R}K?k-t0b-`6WnQB6Og3Z=nu!8mhahz*%rBzl7;XH0
zwt8Yb{iOWYgX|1uo;@y~>OeCZUEp$)Ufq1%(wO>;1GX%Bw0)4>@2E+gI9N|72_tVt
z1PgU_>KemAe1X8RG7XYJ^e!MdLkO$X&YvxYG%xzK7P$<L{JCp)O1>;vy5~rysK^W@
z)oi$IFH0|vRNk++FF*W7bvdFhRVpbaqEX>An_HMac05XU(Q-a+%JOL3O59T%Z)iAv
z=vA|5;dWn;Mn>uZbHZr4j`nij-xfXBKW}D)&N&QozNz*Qs?PD21PVc1FahJm?-q4w
zIgL7i%ep^GnfsaC`<?c7m--S>;@5}6$1pVyM*tikVXlhv^4^tgw_3QbgFP1RI%qWV
zfjRuKC3d_4AibK`{mu5Zw=(&z37L(hQGBGh&-HoU4gW#1*E=m@!zJ#U(x^@V2d0Wf
z<e@Va&y43Vm)9>vduz>Bl=1;_u4>qKn}`;K%*CO5zU8+w|Bl%@91O&XMbgX_V@T`!
zUq*kqWZ{V~Op{-jpsS}H6J{-zS3$Bh)^0)Pmq08LgVwtdO;DXazBK$Vpmp(d|4D%C
zS8uU;ojWkQn$>(?`LP5l*X~d>BF8c_HZ{>U8Q*e7-JP2pL-;eVfUFKqV<eN$e$84?
z&nfzuFR}*-<M>@(ra(2SHR*f1?h)(KjupwB<GB}1n_@)R?SDye?27_;8@+km)t^~J
z0m5N~NdlSK+4(A5_4bR|p94)7N)`AEWm0bLph$ekVvf}_AycE1_e*a1CudtcO6KM^
zgRo2Rzu3nz8`$)KC6n@jte<$uEx#qdCKszbR)xp=Y&u(ORRF$N$O{59H8_@N)EMnu
z)O|={u~N(08c+d&NCgk(9?C3Q2#MTpM(2+kxzENizCU^Co#i1Xwqv78c};nMNFFw&
zaM+%x%uWYe-af)a-DpnT{QCOnn^yAVMK^gzi@<s5e<<4x^GxMJ>%PxjHA*ZVVDOYR
zcA}K_ERQ<RGwo4Vcp76CcoIYZB#&5Eh^;@N)z@G3gbp{6vd#LmW=l6s-`(<6mi)%%
zny4SOC!c#6`0F|Uvj|RW%6^~?R)FVrTZ+XKE91`i_jzFww%}u25Ac2TW*+x}ZvCcX
zNoz%^2L0*}RM6Q9Uy0xR4qX`MQ~e7U^IfbDsOS6}KmleBvlp(oHL$bW?1@MT*4E;%
zZUiqp4R3$3D6T;gl;V8+4Uj9Y%iKDBGh2}&{zufH>t${;HN=7fwd<t^Jy7{_^Iej_
zYK9Cj^fDR49*4I`vF>(y=jVUKqEWR1;O{%b9cB{yk+b`6lk<XtPs5zs6(}hFQn>6u
zbq?cRde~oHN*LS&iAB3!Z0{3dMT|Gw8!AkG$R5<<K0j%8Yba5zdMf{Ply6}uE3lMw
zz6uOaM5wHfl_Gq8u4oBsu^Gt1Sr1wLidyzvNfHuw0_A>w+5OMk#dHYW2aFqX+_L95
zLhP6?)O?crqy613xfT{MVz{qAz?Y<)&OHn!>~jOt{bd|H&C{vGwB~gw*mZke=$Nfk
zN-P5Cm_E_4XQYE3ftfJTee0R){NO;Ze+oz!fMq?{QcHO%sVJT;&(huiYYYRB8Vv%l
zUF)uY+&KSJj%0$(9BzvTK+=gt7cT)Hx;p3rZg5h!{dl{MsOE>XxT&_xQl8cG<Eg3H
zV-*f`wjozBbiY(Jo<00{vpyInZVn_^7zf+>Kt*vfr;Ch$z+IySk=Y{caa7*)*YtG~
zxMo>1Ck~ugT?R>|Q)tx7x0YBJ+|5ho#p!DMVIg(JY<#)cJd-w2kvTOwE>5h+-Pp-a
z2yRl(yrc7oD;kaqkBM<QaLTK$_0Zk;=~BY^?GbI=N|_<&Xr$i+cr?ZBn|le_wDM@6
z2os?VDB!>eY2ISWnkn5v#(QqJ6r&$>IFJ-#sMUY6LDSk$q#u2#1{2*4yxFqTSe;gj
z&z~{=NNZ{JdilGOMA3wChj^;oM4jaQ$}xWZn#@<m=KFQYP*B%)eL*nk!$3uahs$IW
zwc<3j?UB0M>Mg(!4ZKcy?>g1C1i<04#%0Mhx3X`P6r1fak*2L|N%Gy1hFZhJ&y+<~
zr5dE5M9T#q_#y7%Y{8P`rR(FoX^m%LNO6!rCZGni+#Ht>GHH{!lcQM^Z+y*_WkIQi
zNAfY-tifFUI%Cg>#)1;qQ*W0*=yXwqt?8U&-ZfWr8S;2{WZU}Wl5BOi(d_0@*{5e)
zYWn&5_*vZJ$+u?t`I`dJ2CgjLA>vi{1MnQ@7;a~Im)SEuJmkLiXS+2U?BxL1;;xxq
zK@Uy&rm=0J|FV~y^fr5ytObh2%e6)()5S?|5O(ZNI!8a?e@RnGF!qKdf#FSR_bk=0
zBsTrjQUnXrUY&5-lv0hUn#-hqkJm8NC4kC-5M+(%ZxlhtJ9)VDS+iy+6g-WS>W7Z}
zo6a-5j^|tU*X{26ym#+1LV^U7U;Wk<cze7`X+Y$Kz`A{i7Q}KWvRLNYbwL`UEw#r~
z8u<VthJST3@Ed%bFI3fz<DcH26$c|kwVjJ41+8kSK9v4>L9=QPtOxlBrXn!6HzOCt
z(acz$y9-;2VfiA;d1fb0wZj`8OoI)#DBmmu5V*Zv{oD_)da?5b|HyEOsDM1-RYsK<
z4$;9U{vs`k%uneDod~n_8Mk2dZ_s`}StzJtwL!y&ayF1lJ&}ihqUa4M)o4O0nR>P%
z{vcA<#Q@vLnV}YFCn&wZVztXaWz8W42Q8Dc68VEI5?&^gzE6fW(Ed02B(7~l<fqaK
zwRfb%I)T==J8bZ2>R<DM=9VcKK45>2Gjvz(j7wLrMzy4v&!|KvYm*uB%0Pdw9Wr9>
z7Soc*)xI)DABgu)$a<M#!Z+5k*xUtcJ39Uiyo><bEkYxrOuDf8PwhoF5Cre#u^^XG
zA7yL_RVqUU#E&uDrbDM-`R0u8Bil-NF1?Kx*(#}=NbN*L&~TH>&@00)@WGI41K$(Y
zGO1!oiN!2T|9qX8Yy0*_s(mRhw&u01Mhz6komu!ZGLM!6a#O`?M;PZVdITQBJzrvZ
zMI|AO^${G&3Q0JMJ+~wVnW)#smTK+oc{Ohu?U*`5$i{`-!~&&D>V+2%Z3$6|QRBaH
z)3%=empIM*vI4r>78!{%U;o%YI{3@l$gqo1qhI}7`mVHV__s~!{<7YB`A}HYJ-ZW=
z#3D8w58YZPahdogl=i%Nh}Qf=FDr`Q+wx<qrgc|j6L$4>R#*Z=_}{Y{tN01+d_Qy*
z5$D6IGO%H`qq_1$i8K8`&yh9VE<@q+kG?rOd>^W75LsJ(tLRlOLa~bG+uqDSTh-_h
zT5uHMeKVg&tjTYOzC4<7QZGpv$Ch8tgHXbM!=>H@=M*+#FEkelI%Qk=4;7!U4B=%F
zfqJ5^{wkvJm92d?2>0o*eMm7(Z{!v<4Pkw1s=#`|9MxtUkN5D9=lPI2>|CN-=xy|3
zB9d!h(zEV0erWFGL>?WD?KvS*njktJ0@;cASZ#Ugp9Hz%^36An@hby&TXDQf+(dVg
z27b=fIA_qsa=4^@#p4`ORBN$~0c(BwUT;G78u{VE3S0ZtWp81&?3~%sPoTXWyXop}
zWHkYX`_zhX3?jBTYLetVP?DJb##uXaJ6h|11R0!DntQk3OTdxnh3E<H$eX3Xh2zP8
zCt;2JRws;m*zM;_%qejz@zK8+ouGZdSOy}HQj~4SvmW7l`Upa#j`3u!n4+;rz)Jt7
zJe?{=DNS8Tfi|HnA9&$Y^B9&Ys5yV#+Yak1Qjx4QY5ZB0*C_m8Bt8?QOEcSjG+*F{
zVlsE7A?0R$gVIHD9h`hj9nlRY_{y2CILc_q#1>U9kDm>KJJq^W!u<;50=wHUNe)YC
zQu{&~_4=ClkpKAm<bU|kpWpiWRkC$gUKT7nl{tEce5z3{QouhfLzxeXvPWVTri^X*
zc&a^<*(`Pc?O~^U2cgxI-tShMvXxXFMMzXZgvM*VK(piPu;9gs{HexjEX<v{L5JwN
zu5=c|25*M2q1D&`JDtVbB7O-OLvYKKw$^wvDQra%36B~Pd0;JeuSZ_56Q){agP>^S
zyqFjLyRdxSAonHmOxq>#6EL|Tb9^{mBmIEzBH0<16fB^%zAb(ME$cMnN+`>JEZ9r9
z{S?!gf_3;F55v2CR}=_>XSJkX-i7fic>IXWh0<E|U4k0YoE-6#RZdjalSI3!2Q=aY
z$~79OzDGe*>>RmNhB#-ldrMGd8?r4x2_Zf1BO^QRcSeprk$cRjT_xJPl|Mfe4j){U
zy3@PM<LBasWNaiCjtLdw{D~6d38y;;LVyE{I+)=)5H<5%DTlV)&n(z43yqu|3nVeR
z;L%2wre(?ptE2dNwNbMTMNJIi@8(c%iBtY${!jR6Sg}_gEhsO$^r9ezL;YH_&DuFZ
z0i=q5zu9;R!f=|YOlfwzI^M9iP{#tON{ap*QH6Q4d`;;&A+>9r&{c+9n5rDv<U!HO
zErN0~7>2*LwuowLAAh_V^HS_vU1Ec3<$6Pd#WKBh_^RlvTr(>!^~)YdSana6s(bWR
z<bqNSx}2+2mzQ6KnT&J-rIpu_V8o9*Gq=e0&L{<C+qv6Ma0;jw^I|S)1PU816%i0W
zO@gXmW2AzMBJmT7wveD-()*|S4WTyN%DcZNn7^RRH4Pht{5SXCz2F#Gou!~ML?NU$
z2^6m=Mm!`caelRYuv`!)rF{Az8czoF+(e|3h3kb~5~~!R?wjm(bP1{?3_%-AzV_|l
z<98huqidh`=R_4@#1-#<LM(pk+ch*E&91&b6^t~j5j{5=wW-%3XyD}&YNvFr#Q%yA
zo7ggKcp9L?nNO2jSwf&?Hkua2Urqe@;kdsWH;*OnPJBKYYXwZ6-VgU@3Ex>rsb2q~
z%4Dbh#8_|FHLC_C8%O6$qZ+@3tL@%jQ5%1lCKMZ8&u{g?y6dcK@~P5<SSZd<^wchi
z^2BJIawHhP^DN{9p3f;5vs+1|L|;hSJ~t9SSw&dp$;tCd48GzUQVcz_C~hwL;e|EL
zbQw<dcly9wXuJvdRLZ2cU1}<MjPk~A(K%<CsbKP{vi)621S9Wxf75%F=CMBFnyz@Y
z>h-t6gsP!+lBWvN=C#caWGwwYZT6Tp$^`V+c1;9_cmSaw>-aD6M?d@*{{Gv86VCs}
zwfEF$EaX9wYN_qH{fUzDxsh@fGnrMj#gsdR`zP-P!*I~C=k%V`O9?_kZ#cDCw{k0(
z69TEbi4r{b#nX`Ec2lrFGwmQCrY;tJIcMT|BMc{@XEXyfC><{q`J-O89X4M^3NDJL
z=0L$@GFQpWzCZq*hLJ&1x?67k*ML2QSbTx?ZCiqVB0D>NSmUCAHTtbMAqwn0c0SQm
z^u3QDpRiC*6_HoY)*Qsifg1?MPD8NsA>@5^cLV=W+2l{$y=>Y)toxHi8$V$U;s}y#
zF>Fd$-h4CO#I>WLe|63%Jj$6pwwy2f`San}oi1Az_9Q$S@&IEP&eX1n9Ge-hKHP_#
zA&6v*(jXh%S*7W^H>h$r8%FN>MuJZS2q}7<EEZcbp%+`_eZN9exn<)c4|haj#JF`B
zNzUhoP}&9Z&sMtDcv9q@WC;a7+G)T$mep<upazo(xH8%srCO*|&j<CZGQgQiJsHc4
z5Ssq!z^t_|0?=CjHemlCK_TP6VfqiBtS9kKLHx)vQbszx5LTPc&Q%FRN(E%_POZ(Y
z7iz9CpP?!1QYZoDrzBh?3XPXZ<aV5u!zuCo?;$@)boOA_eF13^Ht&dZlp&1|j{I>!
zw`p>pDN7kCdtMo|jUyRLw>uDo<AlYgg3Fc9Kc;SCmM)~qjt~q|_S!)IsLH|cK2+k&
zJr<t9T~RM6fE<R9*9jUe68#!(9Fxt4s~yYHPoPr8A-in&+|0kb?PQ_Xa5x2IiZDs4
zvLArV@Ldf5y_mlcVOXXJ@kc9{ox(5{+zGTcg7bzu`$+Brzu+a9bt@iFjb8}+We;OK
znF)JOxp}tq?Yrz?*{Z%zU-<;&RE**53nug&9o0dtkpj%|El`y>sig9N-w9$ts3Wng
zMH|b$g>t)Rg%@TKQ*2=owrWGGllpB}c)K#0;eN(UF-uPF40(~Q|A8dZ5Ib7BIgg`A
z`hA(x>U}C|6+eWM2En^(&Jt9t%uUHS!`Ib+g|KqJzd=^Ljk{_O`5#zDhad+>G4K^!
zY|0i$C1}$H+H(~`A%N27=#pm3Lok9JD8Oo!b4Q=b=PDqse+@?BxG<6naWHy2qJvli
zVe-2^i4tM5AWZwU4w9PX9#SHf39K=vJnt_o0v}PTU)~v>l=*&@Ln}&N`rVkZ(;d;>
zj+I%JbTS9yiESaLOqA2~jjOyLpy28K#RtaT23@7GEXt-)Po0J79F{v)nvR1)c!HSy
zmEYseILF*$nVt4h@$1fo8OL`2X)R;EJBA#sSdK~ju@(NQqwq=p-KhO9KoO1wmo%3H
z@v8ibn7T^VI`2J5-Yib1-&Fa~RCvxp-Yypb3z>{QGD|ZT&+i@${Ide^P+F{KfPH8p
zC_a-yP3Gq4OsW<x1%5@CRfF<$1ZV58dEep!qSH9@c^dlMoG)?L#HlB0kWAc9J|Q^u
zgO6S;7BP|`MBht&;|AG<tI!id<@GER?-D=rRQ51)$}t<u0IETOB~~Jm4O?Z&Od_d5
zNyoh=TB#uNRNuUpj~|VotC2%e0LKmxi2Oc`?LS*z+G`TMzg>^|{{a^5xY}@~2tE|P
zXQQ3vk3K7yySQVtv{_N#sznE+h^_m<QxSfifr$Z{8DP29fY2b#dE7*(QrbOh*suFR
zG%>2L@dQeQ0}+>|Wi7E}_crPww1nC|KJ?dwj#yDw63JVrVr=OXCXCH1TJ4`jH{ic}
z-vEKlE>MBhuP)!8pmvJR$_m#3t5M7ZX&+g%!TF8+?8T^nii%3)@gaiu-*EO18)ATV
z;co=SvoP`oSxBQsi;RBmMFcx1M%_@bTCq~6eSPIi%@)=l*b8wGgtgK-*3@+@TGHXI
z8+{xI3gQ-`<}xEV{WYm)hb0K7Utl^TjS=mIQME|*T{y#E@#!OGjyP#v{Rdlg+qFvN
ziq5_vt!9IYAh|)y<o65AN*&fTM!|+s%t0FJ);T^y72z|{CTLctK>I>M06qPuypuT!
z)~^3&&+LwH4)ycHKYSjeIN%XbgyM{1RHb~#<&jCrX@;?SPr;$f!a<4md7%skd4n^k
zU2gM7lHHy#y*C>dYT{C)?9dv&9x72h46a_5reY2Sh<|o6^%x_NSHkVR-vB12!x!{4
zN%a0{N)|4OEqZZpS|ubT>nU*_a*}NRh{oy=MlMS#;?zpgwaPA9M5Ky7T}JuwA3X7j
zs&8;O)#}P`aWyDox!B4UKMsmY(*=)qJ&K+)nv%nr__)7QyXwhc1VqcjIp0s^fM}`x
z_<@jVZ$b`9QsBI;?lE+`xMej0U^2~H4uu{ac4znSr1$~Hi0y?{i?yP4&o=jU!*b$e
zy*80s<?78Znq|eOzP^i~;m2aVPep&oITELlnb^7wgPMU@`WAA%t-`su3S%M<>#a#8
zw*tW9VTP^MSbJpgg_8t?o$S%b`nEa-c$78FjTcu|FF7hB@2{5ShY3IgZLlw5eP-`I
zXn7{wwKbk9^z~>yihzcXe%^Ap)_lCTsFL}dFsNa_nFQ!|fXgL}{pzbpax!Owq|2^H
zjRGG|-*k)BV7tJlt2vV|my_+jpZLF@Wx5sD9$YkDf&W;Wa|=}(PKO$_P$IOntbPM5
z_?HiaRyQ*weD^7rgWTdCdP{f~H1EFH?^FjaTkns<V^JMX6^%=IoITIY1hyPvMo(*M
zl>*Fre0)B7SW0TMaWX0r(Ns&w+STA@RKkn%Qsh?C|GCP1xY0?>rtaHy+oP&rn?9iF
z>J7w_fEX;6ewrQjH(p0C+21pQ&N7IS#~NbR;r6O)*N3+GH*VIE4#u(s-6lCuknpO-
zn(h9WrvFRzE1NcaRF>txyEvi&iNzF^VVN5DX}WJF0WQOv$TB%3JamiwDtM*Ft2;0G
zzGsgd!t`ciLqpYS(<(3m-W>O`@whCCj3EhF`)oHdmo=q0V}&tr2r+&YmfV=0)U3vb
zwq2!z!MC)K3f!M1){2|)rlu}e0CbQmmk{xG2c49uLyq!r*`X{MItq;>x}*ZU8E9hB
zY1GMR*CXS~4@vDmg(fX-giv4k6dNs=i{a)#AOof@?)QA_8$uFuxxh#Ht!z`oF^mp7
zTXm>k+dqW+p!9UGS1_ASx%68d_~K~t61}dl?%v~eKZD4%G~c1b99zqFEJs&#slk3*
zV>qa1LqyjeQ2Q<?)4M)-6CW(py=$@lTj8#(r#We<Rn@oemo`N1S86JjRb7XhXajnR
z8?J7TZl`J0nyd5kb*>j3xX!><-2^t@_<2V1!?@hHW@kZXRV9Rh%b&Ti7Xi^8u&!~P
ztP})cO&6(Dl(}3>W(Xp&{nPqF;#prTvDPA~#+AMRYj_E;)CEcwj+c|yONmXw{6n1g
zxg-tOa<hOMsq}PrL<}pC$qLA#OiY8xO@>zo0#e+MTP5zNRRHhD^2GsoK>dok({;a)
z85?5vhEjXq7js=lkjKMybSJaP=jMyE2HK{FqX?nkhMV+XmMUeqe^iebNe}+%ucVhq
zcXm-i5IFl}KaSoXQ-T@s8qzt*Zfh0r{_f4^+^=<g(n?Xe5A)!<|D6Co{P3Ik#UYbq
zzvrc=Hq%(Q3fMw1BTC%telqj*i}`f;UvdNN_j)&SNpXH|kp}%^l#|2KWBV_uCVIeC
z@S-Bc?}<{0O#-$PGVJARwg(F}vw6V4Ymnr0)B8bk0Wckd7!ISHwi6u=<E!x0wpHp)
z2Q{u6$v^-r?{aU3P4t-cXiv0I0*HLWZssRnhS=7KY91`VK5G(rG~Ob6+)2%MuX@7d
zSS-%f0ty;nR?{9V)gOF=%KB6bY0<oU|KcGA#Qr39r7&E^4fbsUw{b1ngV~Dxay=9C
z##4HeSui879WkizirqV6s|Dg9(tjr3cIN$Ucw3D!xK5s9Wg8=(&*zPez8@X$hUUa2
z#;Y9H-)C&01+d9)8pCaGv~tmdGD9$sn+69ezOyPfufI~=EA+u&3{!&hOd7Y8$Qt0-
z;qj$B0{6wPu`|?mGGNia^K(|jRd2~O8)ForQyW+@SN3rUU>~X3jNTksQwgNd#;`p=
zaRpVeP*|$q*h4jAdle;Ra##Q^Rl%@3z!$Q0;M?*r$-O<Gapq05WV?>I?XV|5>FR1;
zx0y!_3-Gv?6=IS_#iDpHgJOV%;rc_2>+J))h2ve^moRSg_F5|!WxVj-jiaVxJ=EJd
zCFDyE`r>1$PmTAXL@k#?_v_tAm#ODrGd3%LRD4m9vV2u?pF?Oj(d=?mR<P98hy(+e
zh-BAX0N4^R+Mc23vv}ygWuA<J$DUktc%Inm6n}r;E_NK)GrP=^UO)Gw_I>%Z1IVOW
zFvs~p!hHV2u7Q4$W>cEdu(=Q+y}6px$B(l2p?F(n8C8I5-en?}hX;l0alrH;`VRs_
zjCjN(Yd!X1^JhBIOYw8voMhbH38Lb18cX9r3mw!IfT>i~0gJ+*g+!wB9tkGqsU0<t
zgJ=<e_I88$GEa!m5Hx?CaSka>OUp}3qnx>FD7`;y@CQ#6si*XQ7x>;E{RZ`vqvX)x
z{>{ZPIVj=Fq*{yH=A=^)_VlE@QnF(^&lEzOxcz3|Wr3pG!c_!5OKJ?*bfy%uW$mRR
zk)d^`oCHz&KkpRPV3~d5t2s*ICqwACyL*qiJ9YUh46qcKWy}Fm4OsY^(0+0!$$|3&
zs2ktq8$h}j;!YJUyRPN6aIHo@8@W)am)ll>FLp+8|LdzC?*a2(*Sx#mEdFzvTu#3E
zB3nRDt7lV!mQpOcL&BR((Am;M)*t8JNx?0A^kBTg{{7SQ{TX((LZj9)VUx2xW<=ij
zc6C`4t4%bx2aFo+fHMBGMe1jla!+0|uk>VgHN@T^MqjV^sWL*xhXl0AG-JL?3_mox
zzQaIIa?yNB0|98WJ}WfSO!}TunX;I1LYe5|RKlXKbn_^>lliTUDg)oLQ`zGg>1d|{
zJe?E>DRkfl_MyniliBF86sYqBCCDL^on~z_^~3jI$MiIKp13?v*N%R}A`p5$Tn`-*
z7zWT3V@wc#tQMAvl8Gy3jQWAS*F?AOf(f!-c})tKdbl4>F61PW4ee@O4^HDi46CgX
zgQ`nFQ<0{1v#>5TRKL5G^Il?Z{tjsw@KgaV)*Yv%$d2D@HG^35FXu3xX`1E?SFywJ
z9lAAWm)yJ0g$TK-#gv%00c&?&&T?$ax47ebA#t8M3896O7k^?{qU~B|etw{DkfOT%
zEjJ_XW5RK0L-LD82gq<X!>sw_r(VYd^BF?h^-=pC=kp$bVx0%*hQ&{Z$48hE>tUQI
zA&pAK>emZ46#^Rt^Ns<{z9lKFSr#crKnS_cMmel2{%-=JvX0z{%F6&L2BMncO6tA>
zyy;Rjw|#ms%TE*I6^ccw9#hj{ILyX1rZfQ5x*s>u0)~Gj{^s+;3<rXloGe2?<MBAl
zkaNE~_uzOuIH)_O=G-5kBo#WS?;qk^dS1zhtH4^co*xHHK96^Y7mLUEK?zOw$=Ke+
zIE?y+6)P2p^|r;$7cpA*t6@)Ec5@5kLpP7J%N*7hJB!Yj2dZifI(wCM4vXhHC{TR<
zM`uMA_(s%6FXt;dIo>f3IUs>PD>t45ofu*e^|BF#=yX7w$9;cgF`A$K+cAx6te|fz
zuAIY6@cKt$+|S9DA~MM8$GA7^y1$~`ebv5ZS9J}@Aq(u`+4fBp-l7t=e#ULEa2nc0
zxc?DGQLr+q=zGhO`^%lVuf&rmCTS4!Dc-mz^%1%09b*<mpuGHUWM$k>KZj~6DY?N9
z+c>1qi6D8Y&{N(f>UytPG3v0BOQ+s9zlXBjc7C-^nGR18v1d*1;;ZD66(z5?3GBJv
zE{4&KONR-P!2aIfm0OI$h<o(9=R2+-yd0>ocsj~=iN{PU+Fhu-Yd;U;zKVt9x?M1y
z)^E9dvT(mH(XR{C0oq1)+fz!;dIziuA+x#4OP^mf1tk`ZdkzLQ%K9~&cN0^^wLr@|
zRiqxK#=2Syhn?u5E`g}d0s@VU0x?JCPv)a7E6!?qP+QhP=w$mlh_*?iM(1$qE*tRp
z;Fmrp8zgc$sV&XwUd=vUsnOm|KaRhc@qptGbLCZOF4sc<=G~3S+`FxY532;d9Cy0B
z4Do(*ndCT<3r57_YJ6^T&^WuWvEV-K93U4{D$!`j6ABwjnKwCs>y|QfFVR)A6zsuG
z14zN5m0;;COF={FpSY`qfwT>uC>hpmuB(z!Rju}aQ0d`+5u8^91#_uxZZtOd0UAw?
z>Hxt<bbrn$FK%P?qMC&aZ4YbXAH5!4csw17uhM5eu*rCn$74AYTaT9)!?sXYhBEyy
z_y2^oRfoiQC;35wE<T=As}}lAdq};od60@3C#=L^)_p0QclI6>qN=+WJV2ve(3iZf
z9+TK#v&D3L)kZ~H$n^14IxlFt`rWpANAi!y_o7L<!8YM(6!cB&>eWLDu>z!fq5FsV
zP<)&nW)h2Vmpci;%<ZN-aO%@^!90Gvoo4o$HAh9Y>?8^qFFfbFzeKx8XRxJ^|Nkl(
zs8f;fh@^=Kohp3%(S>SELzN)Y_F2RF)r3tTdv=!G%{oT)H^kSl9`d%!ujDzLKjqq3
zC1I;o$|iL)D&3ngU@HkLL&=-nZKQYOut?`}<enfbzLgRl-BPr4P4slKS{|Q)8w}fN
zdqa&ph`z3Odh@kqFrE@q#&#}W$g><FQ&!T9G5wC(SljkZ%p1I*RQ|5K*<L7B`vi1q
zD|usu!tn~IQ9C2wL<s!G<22>p3+6PHvEg<c$p*jyrK65VTxhp?h@cBj5C3-9bZG<3
zzYLtnii;0BVWQptLb?C+*+FOL_zy<0{Tf#6haRylUOovHOjT)7*c3*U2H@XIU?vyD
zshh6WQ1Bfm>!toK%0r&EgaFPEZzJ3rhlqjK!f?Vgd|3FMKSY;?6%y@~T`83<42G~|
z<jPq_TuAsT949+uhEu1Mry!%W3$>1s;qt4T57L22gfFm94lX$aldVfmG2M}x1sdZs
zqE(yKRW9s1nUGCYOUm3&u4bc3By3rfbog3jLy`S-RH3P(Ms-xGrn4mUO-VkQzT2KM
z>0_O|DF{^SL9#3RC8YQpycfFEWua?uVgT*q4RqpAWT(?W3xgud@RvFLKP9h3)aW0T
zKg#>x?+2pBP8X5|PUp(id4G2E6kFS2q6#TPA>awk-7GXD&(B!$))@pjFq4)F#SRw0
zUb;iA3pHtAxayeNW*HTFIqoNwKF3ndaE_QvP#T1cb<h1q8^E$(#(kbbV^FF~{q2ab
zKJ|GYgN2KdD9KR)_0dilA<KwlWUP;6kl#QCqc(r$bfgVrIHX+>O1Rl2&5lhZ<pp~!
z3(JG(FF(tG-P$#0jF;e1^><rWgG-?-LjZXQI8*$G@WQ^>Cx-qP%@T#UY2*|Xg%zK)
z;q|{xQ&e39ijAw#t;s4!+h{Dw%S6H(dt}UXdHRN#`&xVlqcMD;(+v?s?ce#4W4Q*Q
ztS}`gmkV9i!>8V9wbF6YLUS8MgO(=grnyj-x~TJs3atZaFs`kR7Bw5S*}zYzI@TpE
zy_1nUU6Lnjqv%^XB>}z$6685sThb**Z4*nCBNqN@#A#?|`gHy;P;~+yOnCna0lRI&
z*y<s<$FpP%Mn3WXCV=ynjQ(%JB(O{WB@`QZ;zTu*GZcwMqYDV-f3l;58<j31b~mC|
zpT&?NbCn$M4%X&{l<uR%t47h7rBb7hf7c!-q2l8ucq1WZaB}9bQn7L%6P~`=>=>We
zvZro<Mcye%T0<d_$g3A5r}V_WFWWi?v6MYGB#j@$Y+%vrl7SP8E#v8w0WQwy<v*ud
z`<bWveeQd%V1*$PHW*bC&$rg7MP_=vQK3FmiixkPaTwwsjrtd7R^I`#(Ldq%FE`0w
zh<dd1Pva9A3m(bqF36pr>^q==2ayL|OcZ{`6lkA*N`bE*N{s%I4oM<<Bc5gy+1i*b
z2p^S8F#<2~XpCcwm>|JyoSE55HL8EVd-l%GD?0f|^vprTE^t8y%B1VuFF8a%VuYLo
zD}t^^&3wDFqBEZvvY?*LTVixOc4cNxC4PCo_{p2z4s{a@FK{Bi#|KqY2t1i{vIJ5Q
zoA=XF`iZ<|#_j$g{2EnY)xQJUz|#UT2NnV8`>?b92ZHcU8o~(&fh}mhVRe?h50!}<
zBgm{`dXHx>OG(KXo$Wss8~CwFWjPm100wJ8TkbqrnLP^L5lg;Pa^PE@9BWNl1RmHH
z;&L7q!szbX>nJqL(MmXm9SpbP)6O(l0rmcaL#>l)e#p?YHJ-BIJzY#TNLY`^Oc3@C
zh&8u!_E(kU>w1)Am1Xbq^uXFZ{zOiq!#AVh!|%teUd<0`*`V@`LA#+{OLpgntWGOK
ze9S-PihVn{KWF`VEl+;QbH?bDxZBdw_A}qVWO^|syzJh8$dv!d`>6w}jM0Q!U6~<&
z+RsSVPQd_=f=U}o6s9+-I*~{<?@|gX3vK1HQ_PjV!LD+gK%SFiJ!W%B7JTf4(MYtY
zPl6_{9rKbx@!jG@Axf8v$y4g2OEc0E`^vd&Xbi1dsK>yTHOgVN6B6SKQWctWr&fVl
zc$}IHfp%t~h$AnY!poDN+(S38T49tTXFIti7Lrfm4#YrzIDd<xH~k)+nqv<v06$QG
zB<uq!=IOU?QBZ4p`t_=uN1<;zCNt*&8*&6Eqa)Ga;(LN0))C>#S#Ch4qFt-d-vY_?
zjvVlz{1k2dCF7c63*-GCMUo<#^7Sr@pD|eO)~l9bqxBJ<{KE{=Wt~Zv&_@8Rp_ozk
zf=QzTQrRt)6=vVY3XG&9bunxO6J^o!z>*MRM*r|d(H(Gdm9|b_3Mq#bF9jC}VXnKQ
zb}RH7m0@Xr(hu}kG$5fcw}rlA+FUseGggFUgDxav@`cOI`Ur&zVYXE?JL>t_O!=<<
z7S$dL%I)sJTP}4I94BC%%vI6rX1qP8a$)O(N1ER%tz@WZQb#swHX3~Ou5I||U(xmj
z@i(64h=Eq%uW<NN{eO{d{>q{+ZUSNroPv)*y%Hn#Z!moGca1RYbR-c*bw9q!p#k5h
z#xcmL)62l~-b>8!cYX=e{t@BA*HqD*mn`aeGvZ%C6g$T{@MDdQymRo)934UmJ5<zG
zUGYda2fVeS9=1P;uML~`QZBmd8{abHC~B2=t~tcwWjFfC6ol@g1Nd+1^+?|S7|g(@
zv^7I;>9PkHT^o&?BR9%cY0o*{VO9v%sDT{<aC&#&y9|Em3`Vjaktt;hof8@a%#~Qd
zi`^z|UWDv{Xtl9_SNsyH|DpQ+A7+U^vVi~|Y}LdEQCG<fdJ+sCxRmm~fq?2=v8*a%
zF=+Q-v=q7Bg*6`r8VDIEr9Cio9&DK_q!86ILhfArKqR$9y*3_+UPWAanI_ErV!1*}
zZBdAtsz;&4#M>G1-{HSDtyML!yuv3K?O^jTYOQ!-6Z1vaaTJwyA!o7#iOPV(c&EFn
zMM1U&6WdufSrIvJXvX^{6r+A#0kL!@-540Z3XBTm<@LfO7sEKRGnfq1>FP9o-FZQ<
zZ*AOML5`F8VpOu7D?itLapj-(7h$9{#4P9^RTo7kw$#ncyQa9s3p8im5`O<H(@Qg}
zLj1hh_kOV^;Qp(q|36I2<>G2DwWvs2qxogeypE&=6d)T+CiqcNdI8MSR9s2cAJ}XN
zW&EAfA0bhm978wN`|UNHs7&Cpvs)pNKO<wE^I^Wnco>WSN>x$3lxuI+6m3+vG?FSi
z<*L4Xx899c$)wMSF<U>2GQl*p?*=FFS~9%LuqHIhi5t<1pXax%-dm;oueW1)L7)Bi
z=N4J~*zLyM%7v7Y#`+604MK`5gzOBW(s^-nT#LBN9b4j>m;$fyR%%bo#*ho;pznS6
z;i;x<lM|PiEAM5g%MMLZp;)*MxI`tzi^30?FzXfQVIlhCnCw2io_W%~7S8j=Um*`b
zt&0LPh<>y57laG?FZaod)!{!pT7O^E>jW5CN5|klK0Bj?qfdUmvFxs&TtnO?^-)n=
z(-&jTB6!s(F&Of|*{D?EuSS^DAgJYwO%0K97K*5T^CFqPmP8fm8Gpr*KEZ=T{MG!;
z|3}(cMrGA~dm9BLMY=;klx~pjl9KN3Mmi*v?vO@6I&QkVySux)K^oo-==nd-Id6P;
z$M734aC7gy*4pzouWOds1!u-7>ndy-dC|w^Nx#!Q7V{*^^i+YaF#oO$BPw8yZYl(e
zFT+6*R~8;!Fl4u3%|>E+5O`|jC(>bNg5tMZ@}f&Q3J2HzjhMTYAD@`+1*DM0K`_Y2
ziOkiIXDlD=5KU6LxJe~Zwa~BFWLZ>E<-itq-{Sa~!_28nH4M~=rax&dY(JMqyd{$8
zaCLjw2rLa<ArOBeA045pw14;F8RhZABK+CocY*C2vPabftNksten4l7)XirDfg25w
z$!Ka|x@%%;%R{Q!2oa;56Cn{u#7|iKBk>`DE9nctu?5!FqW}?RT3tL(nU9;uGnvhr
z#UMTc8MHz4J60q#rb;9=o}XotMhm`UpLe4bTNKE1gCfZRLgq$hw7bi**o8u?R+0gU
z0}iy9%Jk0OPII#xxV}j{T#}TV&8l8g#t~-mh-Ffy?4+QP7M|S1s1n9A+l!*Pi?Lt?
z>Ox?nza|UfgLfOg+Etg9H<kU0W5@T<;?s=BE(&i0Bwp!3%g>*`i$okM?w=;T=NsTt
z8}@QY2=KOWO)d!Mh1rVH>G<*+8^#=E!2`vR2-$khw+!cfCPNsSZCdg`yEdIA6-N7R
zLq0_MWON}XkUo#ZXzb`4lgKP3gjQ63qhV25e3{qF=EDdQ;Q*IS7R{T>V3>$s#-N^3
zDWeVR9%(NmK%Okpqv-b4;-xHHglF`ujJPF7n6VckNKtzjwMwni3{MpgQ5aW6jA6<A
z1^fzC%Cy{|6#?S#fFGv#tU{Z-Ihb&t;tvu(@j#W-gq*5RdP5m%Mp$GrJ8|Zi%SZ)I
zB2;PL)*CV_Jgk1sy0@9t3Il~c!ly2he?_ZRKyS~VaQ}IiXkY#6)&7ABNg%X`878fZ
zjnnLl{b9&e+^EN3*&Am;D^(lg$RW5qkjzUY_NdVxhhNT+0*6r#@>Z>&$k&%JSB8gP
zpNf0qSD=uT^yuWj2<pLpdr%<SZD5N8&w;Z>vm{4945Wag<dDoNUY!J0#H>@w8Am}x
zFZ#*HNpbVxQKeybaBn*V`-=|VNRK&)mTtltVe{*l!=0#KhBuwmA=QJAGx=ewK*#1;
zAP{CFS$(FpWzpMqY@vO993ef3CFr+16DBCU!v<$X)V&-0=bARLwU3`ZdH^1M-acGH
zfp?96cBH{AKAwFl{d#xK4Lwqjc!dM7MPiBxL7vu#qaz=4Avv?C`qGpk=3h#)XYG6g
z_aTWaV*X}uIdetpf!ae9L(hZLIwTMAIRTl#VCnMPd%2R#>|z+b2xS&4Iz0_?1#{Tn
z%(fuD(>LS05O-qg&QmRj%byT%38bK*GLMNx{ir%(ugB09Fc}6Sc%))|b3k<zyu)eM
zFYMGMh!A5jg5`(D>CJ0eHh2=^z&L1%SQ}~rd4HtAzq0?`uVIoqVy8hlWAFvdUJf{p
zq^|<6$0Xk#TOj`9(0M-nv|#K!y%Nu)EIYsdA!8bkSvtJk=}D1*9+-B^>2{_7<OsPO
zLq*W&rdO+xSE%p5Wfce*a~}EmgryT5>-b=5QEJl34te%Zjv!o&B4mx?_&mtZw!>$y
zNPp*--NN^M@m(INv)K=#L*cx?cd;~q1rLaLPh_xO21dl?rqGFOleSG2vCN23E%w%K
zOEY7~6Gn1wNq>4v@|rm+xn#>zhZ;-Ft7+g`10;-2ajmdT{Y1#V!)TDw{2zN8-1&cN
zRC&CYN07C5^69m-G;l1=3C-TSlO#k_@xC5l)9qsCg<Wq}XwrGz9#^2$iLS~nEIvkR
z;e_|{IxI)3EPKIrhgDY#DV~j?DNa6Bs_&b#Vpa=^T}8_7PB&iwo7RiVjOFrVzH^`G
zK*+C=DWf4n>qk0PQKWuLC{h@a8S7j<WBnDWcxi!=Z=@SuRI#oRnAJh7m7s%*Ei#2#
zlRprGV^`;_>iW;^!opc16*@a>KEJ)MGz>c+hH_lb*bFwx*M4zgj=*8AdjKRb03v#t
z6M0uTEKFd|a-ZH?DKD?Df8D<6=DSUykmq`|tZ3L5TWK<Wov(`X^<szFOzELJqEiy6
zz*R7p0hFIFeiGekIV6Q*!J^9ISgqoucI!0(v+*H-mrpAoJz1&V(E!0+%<Y9agNEwR
z4|*Ge{l2*JP;S=Ko!o(g`C1(G9Q7)q#r)gT5W@%i(bc#<L+Uj<iplYOwTqK6hr_zv
zYB6`ajss5z1wo6()vLz4JF?QQYoMg8`GnbO*6qb;&bof#-mQ32>i{`oY2Tuyt8<4b
zT+L(hUE8_e_>lCJe9v%e-VAv__PU?eel57an^yV@&n_scInNm8%xdW0Y~l@SxVN?f
zijTP?SxGLvwXS(kE(Q7+_0Q7-C;;J)0}_)>%`fx8AJtg2cn+h9008**+}%lBpd%E|
zd8ZpiIC!qSrpDTB|HNUF^05=Z)Kt;sum$JA`OX0fe#`r(*cJ#G2!|jZogM(N^+~|Z
zb$v3FbK@IO!#vxWJ_nG!yXAPBk?pZF#f|#o4L-_o4q{xcyvD}YK@xe>Urwn$2Xsvi
za;!YupVjjtOxHevwD#EC7NLc|oGuq1?1z_{?;iCOjgxbepstRemaZxS18g=u<?d`3
zaK3v0kADF`$iMME?(II<P4&CiYaLm*P69u0V|uSUPxhFH{!rtf**a>R*pItdC{d$+
zB(GgN-&iJc0cI$GB=qY7l6Whcc&HYDL-sG}tz7sAXd81hJ8!>x(W{w2O~hbO_YsKa
zH`-J!zGkKnGB}SV+cemv=Zh?A-mT;k(XRs9oQ(`!(h?%Ua69t6nL;Eqsxz4aSDiPf
zM)4%6jI2IXAd<Zz5ITh7duB_SNm<iC1VxN)e=8nJQ9cZ2JZfk%2^#LcZzg?S$=C+r
z-%_oz$vq6x3qpc1LIcbw5$CGt^5Nvy&lKnl)K*}n&a}g(FzHuc#%|SEunf>H5jj$T
zDbsf}_SZ@dOO&_W32oO(`>!j&RK`Rqzr%Ph!!!d5e}aRjYzn14X+>?G>EM!akSzd|
zl<4OQ>P;2B*dQ!%$TA+?@avKm-lv%@s>G|_{PqY$=T|PeAGcQu1>?RY0w5uja2mYw
zUycpsp+GpTWfKnID~4;?^K!k_Po3B##sl=S?++RDPq-!ufjbT(e4)NJ_e?NQ@fGh>
zwaxhe`{7z%V=-OnPFkp-9)K{Gg`2N+@mkj3-IuJJs$fi~?Gq8(y8`-#7%J63O{+&0
z%)bELPj4dn2L&An<}7E<s^4&2?xeQc0a*RsLj7oVcrD)7zI(tNGS7AzP4&9}!S-+=
zBe>sgcjA*kg@w79db;q%fH`^&QaC`{{EZBgVumiD1=sH0DAa#+p9Zu|8m{N{9}Q`c
z!)*qyM#ARLRbT%Dvvs%pq*iLMDn`?II?{WH>(q7`NW+#R78Ad5rgjj4^(BUS+}y0D
zgns@9t95w5M4algW)4^5t7|jC!x>L+r$1CM+ns3yo$CKJSMQH!xM+2sbGDKwFXo#0
zZC!h=su*tWhGzMeGK8@s=hLU}m;zM(p14ib^p?YLN^=7zg#zGgkfk|F{96I<jRRlh
zVVv?akU&d`uZ0aRg#foqS)3fqbvOvNJ}QswRrk7WIPR9P94uR$H}$8GL$-9K4;}Lo
zKW}8DQy8=YPD-2jP5k-HJn+qwV<=R4p?R!-96F<EuygfUCQDu<d1YS1t44X`>)GZh
zL>8|Rz~Zbktek-JlZ82*ieIr|S|d+Dx5`Cfc&Mv|&6=(?mEP|b1^=vQI6e3QS>Br^
z@$2hA<-^&m=CA2m#gE~G2N}R8hzO)<>_;nsl9E~6tVX&W@OTUcTWj6AZkK6|RH_vl
z9XJFx_ud~Ik<0chcOPa=ex|Ej^PfIAvy^QSl#k*(oyb>cfoF3#?G@9*!-neN!^sHy
z#^3Dxd~ts)2ShSE?{L2c+|mTx7THjvK}cT_>VOUk_ur?g4|Wf|!g%F}Nnhb9)pu2!
zFP?h7E;WXh-KA$(?fb%TEH5o2?ABWZ?JnlI^UoF0&~kv~WOl-)7eEv_O~#VnLjQ8x
z=zob@sPv?<kpTmQCa1ZYtO5e~E{;MPkix;Z?}*CFdsRPF-1%`78EfDQR^W|3(Xj7g
zHZn>=?o5rvUHN5!e>lWFZZ`-R;lLL0GqI2%Zm%b5S215@@i!L&?vSbgv)L4Re&jES
zU~|agnX+mP0brN#R}^S|qIBPda4rXQ`#xOkRiax0DYZqS;GdLQxzg>_KTFN2rCYIr
z6P;T5I{Yz$Ru(WZ0mZMUnNFIUq;++?RuxPKR^$A@yg)SpZM5DhIaSg^zOhv;LocBh
z!RT#36_hZezKu4Plud@M02h`_-QFl^R!SmpJ>fth8|n4Zn34B~SoM_rNSR>rP9`K6
zN;XwbRA_7p!i;Y5Po8G<iNk^;nb-_b-j@knpx5KVEIK{6;&Vogj8o-|Tk27yjIT>Z
zU`3?qXBZ&_`G>Q2ZqO%dZt-BjQTunA>MVxsVmHT;J{|j|a;Y1Caw|+bV2)wp$~<59
zM9|);3DHT+rYXi9FlN(Wihm6vzvU6QzBrUut#vuRApqo5zFr&0F#Jf$RbQ(808QR_
zzG<)@qpJ0PSX^nmU(pA2h6Bh*Sadp*8^c-uz;Uf1OboeL)lM-eQNp=?)l8l3SC0A;
z6gb}`wgc!cEXnQXKuSyXbf%}$sDGOmxRBqY>n@=1jPZ18wN#~q>9n1=Gq7v_!Nu)#
z!`bu^3DpJoUcjwHr*CG{13-P~;WvlBYVz~P#`C{g-qRxiU^J%=hVkpC?gm=zp=0-7
z)+7E<^78VOYGo_H3e=@{CU+lFtC?_o?Xj~HU^9463DE{@taX-)KmwiLxED~ngL9_(
z190>ly>Y({^-FM@Nhjpz@|Upc8@|bsxgXItrLJ8W$jr<m2S97vtA{x>pJhM;SQZ<I
zZ*%rNC$iCYdZ)MW(y)yv|M@J0{1_^aiZxIYJ(9Xt+*MW`yKu~w1rLs`(UXP~8n+Ru
z1@-sRNLK^ZnlpAwhR4>mwmCrDoCWk)NG39Go-w%HT%r`xDAzdmM*B>cVyJ(eZ{19~
z*bMz>2IxRyEL~Sii*10;pT))_2qdSIoR0vXYWIKVQ|D#U-JgEo-Qy1^Z@M0;ly;dK
zCfW7xO$Sntk8HZmB2Ru2s8h_;0QbKtL{e!9UuzV?%ufDLBt$wR9AfH~?_Vqw>pedR
z(ZOfNuW+csc?&;hmTBe#uUfHlT9VOx*<Df2`{0r58<{CYO!9O1b#J`&&X?Ji3iN<t
zAtm{oKvG@2v+10I5wb*3u<UfT%&+Nzq9_Z4qye;RO1Vo_Inj*8p=(`U4vDex<*(Nq
zDhc{SB?6mGy`9UHo{SLlD(>Qe_8O9bTwDiCd~fO!=1je?%{{<Py`XRzCzL-G$6fcN
z!akHj{T$?Azo}H5pVhIO=L58Z7;cBLx}ggX5rg>&4ko5CnkS{IfWk<79pF2cJx)V&
zbBx_yJe1zsEH-ATJKPb!ru9b+$LFlMU1@A|21F-1_@_4yoaZ&W1T*&Gg^U;}r2y9!
zW={t=`c^v-T-U-CH66F-0V#~?E)F0MvubktnqYOE-oPx8=?721wX{&{c5+r~$@yPl
zbMb$|<|67D|1Po*61TT)($5%b_5T(_Wxe)VS&Km6a$MQ!{N-p4(5g~vJf`6W@rGXe
z(f%rW>IJ{}(5)h?`{klUyI--jUj&77lN|AbVMoIR>4poEkk5d}H-0?+U@ofley8jM
z)21KGYr6qx^MTYYBanet&45|5gXSlj%9gfX`ejpk8Rlj^i%|tv4d$OVZT;uhV9b0Z
zuV05?X&1~hw4iRWQo$<4Od65&je~N7S~bA2*v7YVgg%stOq#f^)bNt1_YozII1NJ6
z^}MjR^Ili>6Js*@YNl&J@`IG~5OFm4JJM(;1`F5Ao|_<6)4ZXJUqh2Ip*9xrFqAaK
zSUAUkUkM!HQf*dHw5d!H!-=-~a}Fwp)q&NE)<AZ0tDR_)=&w|d#V5cg>++~Hg?ZnD
z8dvt_pG6oCAOO5f*QHdP`J(h%c_K_5UpkvZVFa@nq$@rYB~j0}6xrb?($iaZEKSso
z?d=mM*5Kxq4cbA2gJ<|zD)55o=L^+lFbYIOjQAIYJ!^fD;*tcx9q$umEHha$=wd&>
z*@3$1i`(e0!weWO^(Ut+&=*{q!deExs*P$C^i94{cH)vtEAv&k@Li7ogbOx(AqYL?
zFR!L-$n5~?;L3S#IrhT;DB2^(s1#zfgS6HvZ+^^}hYqRkH?hyFPPob(vpt>>H(i7=
zryW-+0v!ZXtjKSPNvHL-8zwXFT6!4<4qjL$Apz}Nhy$83>GS_eI%9#?b-{n-_FCE4
zR9xFi4J=N&NQS9GV&;$ve&uPQetP|ps5O%Oh;noR>74uZrp4c6GMlRG_fbhbzE_QW
zNQEBqjHYN#GKa(y2+cHNhL~3bGa=h7Navl9*9IKMX|YpYku{QGrV8J4lp@Gb`oFcu
zn>dFxwt;!x>GY|MkD>Z3L!Opm>$|<`%z9<7u%08n%SMqROg2>Z1`k&L-2(1q^fFpj
z0m9EL`-xjWkDU;h)?B=n)GY`?u99o~sC}{+Os@T197#-;Idl|W>Ie_}9DFpTv)=_r
z@ZoZ48y8nN&8ny^H3PVhCz~HyKx;qOKg;+qJ`61@|Ef&VCLp2zDueDR!|h1%lkN6A
zA;<L`21$D2@%e`=^^e+ucr&&{kMzg$Oevtr6UPY4{nCO^=N#lL$uC6oQOPP|e~}+p
zpaXRqXEKns^P~y++oQakggxbaoakMd*RxE_L2NC!d+w6G{YQSRlClt|!*ws@bJEpd
zmqi1S<uRoB=1@_2vy>r!uTZL4883=_a=LEwerqL%;Y{wmTpo<8Vnuaa@ZOJizl{Es
zOs3m7iMn~g$3rNCo-mZLArF&FSod6I&kA8lcr6m_ZV`nT;|F_UR4KZ?;R=<>?x*Y&
zldTt(;BPVqG~5CK-K9|^A|En*D=pfuGDo)?yfH+jhKb!H5k!96C?@dJOf8BnfecPJ
zA~U(_W@YqKICn5462vB!I8kh3qF`3y&nRAf{W{qir@D|^ENt@Ma$+?tQRy%q1k>pu
z$qevmzJc|!7LCf15q8`L726($`75s>gBY}+_z!s)NT4<}s-=GZ((jKnlgtgq2FGiV
z_ou`rZi7<rh!_1r+BQ_zqtj28R*J|^DT^7jpV@Rn#RpllPNu22QYS(+Y}!BY>x5@9
z27=O+-<Py=K+9@EZWA5yha(!)25(4mMu{;4-c#ib29W6f=enOz%2q6(PWR7P851b{
zxQx)fOJnZDmV#O*;F8|1qV!-4+>bT>DOVhE?PgjLBbxKc+~|%j@f8YLU|Oi5oBE}(
zE!a*8;y_>zN=qoFnbN>mb&Aj!vhLIzrDz$glBstN_I{*BVW1xKj!H#5S@2K0R%Y{I
z!5s-Ebre_$8*|q(pkqZu50Yp_bVlyIqK8zqim5|AcI!2@{Is&Zi2QD3&kl7y_k@^3
z6d@G-p4xzRKU%W~f+b`~0lp5BortvkuB}YpFOe1TeGqyI7U)8?0Ns^}r_RbXT*pxl
zZDzW6LhPi=+c<DwqV7(GkJ>XyHj!-BIAHn9_9fR#{O1P)C}z1l!GM54{P8b>3~%Vw
z{_hoHi%G?0<+YbHzCUwHHnH96*xPCzb=k>)P&rZlp?*>#wlAbT(UI5;K2-=X{H2mF
zR;7-9!N24u#S}CGrCUw)fQhEhQZ>UiiJ|C@i;7NH>bz1Eg*{97j(|O@K*2p-P+d7C
z8913eIU#IHvO@lHMs0jOfKU!ybxi-mcQM}lfrd9R>FXU!ZfBcA=rb#e9aFG~t><I5
zZ4y8>`{lxj-ds1AvN(i2iDe>>d2V<zkzTj=)36;|rN>7A3IxE?<}blTm;YJ@pPqz2
zTY_=;(6%%R@c`k(@<3{vG-f;+e^REnYEDpyF_yyCWybjZt8SF?k^r{1sv_DMg~JS%
z86n-?OR<pB_EEVC)I)+L1-fQP_B{9`W}lR!GkL|=kncsX=NifTL`t=MH=217a{ENF
zn{}v6?J*hG_{Wg^Q>UdfO^sa*>S6P(f0V`Pbc1cGB+fx&BxiX`zisM%AQFON(%&<b
zHjBf1Wr-K=MMVOZr93rmCt#5cLF3|zGTMWIHm$@%8G+{7E82#w9Ttp?gz*J?ewofL
z(HolOHCI$uZ^U1o`zeTNey9E4gP6zVj^NLqAR3Es<~>;__D_+K7tRaG3*xz+C0a~g
zY$K7=ZnW#C^s0EO#Ud%V#X`e3uQQ@p*J1Uf>EimqtnfOpy_@Qib8Txdc-e>b#P-F!
z3n>IkNfuFCuC{_Pv_wAJ@kqHsk%?}^c*2W1o4~BXlg;S7mgM{`1BqRY)`B&1+E-uN
zMl(L?LC+v|^;T}cT|;|UH}eALx6Em@2fB~dO16&SmtC|#=`0G^V!wm#BEXCC#*fWP
z`GvGqEZAuITi>1jq4hN5;%+%8i1y`d)=9gS`WF3%4HHA7Q$e8k!Pf)*+(`nnO)2a0
z&jjLW2S71=Yugza0O51T5dDc$tx@1A2$?;-d^h$dsTIm81{4`V4sKr^r(z;k6$+#Q
zEH!r4P+(WkN2B8~kMjrEQUFo;Jqp<SkAL=svUxH#`}fAbGRE4EL1#9p<d`<eWNcB0
z+{OkOQ(i-#)+H-tzN8Kl9YuIuf$YH_Jwck%&@oy23q<csPfjU=Usd8{@Qx$Q4WeMn
zx$43%z$vGU;pGqNb-1YnL08F~8yL}CL{~WSAC{{3<2#=4l`%ZI31g5^Fs3I9MleNJ
z3Dx`^=qv4S)<=91V(>$RQ}|2Lsk^0kRD^&)h8IAq|NWGUKX##9MjAscay|xD=1)ap
zh{tu&pApf6M>^Mb2m>metHw{&*<_gP`=u02-`jh0N~W+}ZOJTZF%rnFo*w&N@LYzu
z@klI1W(c$dDE3^vRAWElfLS}AX4{)7Wj<>D0OT)xl$sK+;I9&vgy;kXSMrCjI08xK
zs;`?lA^UUZF7O!D8Ng3<E_g<nN)hCO*#^zPI7M@Wz&~4-k!G5{4Q~hE@-Dass~>Yh
zr!4st!-ygMLn~-F5rVIAgg@)!y3=-$nc0g&k(%BV@iNTk)&4yaLknI4o=XeR$L3Y`
z$7etr0!zmD^kVs!rf+3xS<%IUo+oM&5rp4I={RY>EU>6HfK|zrO9Q(0QWb4s;&d)o
zt6Ri;-Wtjui`hiOCu=jf;<<jVM48Q(GgpFmQBFweMTl<tKARbCD=l2om{6@IP+9;~
zZk6rZP|}lx%7Jq}Eo^1!)zyw9(>MQ_|Cd){RM|G1N(yn|2A?@@JPdqmw|IeyewR-T
zawG%=tyamX+StlU_D5K2i41Hz!2`4{>u4d?&m^RF=F6(B6<jK^bFfm1*&0Durqcyj
z(pWC~5j=>Qln!Q8ZFbz6V?HBD9oSKw@7IHu8FO8Kvi@hQ`zLt+&j;UlR#cZxL$w(R
zBU+<eQw8D!LzefO`&gORybt(UX>ZD2l7Lq?Nr~$Tis6)ePYEsZ)92v{2cQ4`vYZz9
z^h^EphjJ(k-Coze`iwL-VDJ)JV)s@2^6o)6h@J$k$o4R>)nkC{t|{YdR<{CXY9>rb
ztdn)?`wK$(sAR<V-~6h;I?SoP27htM)@XxboJpgb{h9$rZ(099j#ZEs%G54UKY{-B
zCP`ci#Xz|_fwLREf!Fu-j;ygjBuQC#5`zTnGQDoJv{^B$KLOiQ=o%}~2kr3X-%q+m
z+TSfrq6{l#)UIz`72TtY3c~7r*I{b5XCEKBAi7*CGNl`5$lG7v1xca#L`StHjRol1
zGm*w6)kTy2utjc{p$kM1g0uaAP7^SCuOY+8;ArIV01<TW$PHy^N+F9MG;9+zwxn`C
zWTABMvU`!)f_}-lOuy*d7Sk}WuQSM^D6w?}hvC5yesR|ojIVoQt1zmMVsi(Y&Dv4$
zG;(I0jpe-aGT{`9w5${9UtQG=9kK8LX-8jH!n|GAm*y!LkSjyjkiwhos*Tw}-IKmn
z(-m<5p55;6I&mwlf0~b;_q(UnelXVl><$p%^UZiYMUl_vTM=jwPRx(a6~Gs{l=J4D
z35|M1%J7`<X*;s)<glD-q`EKT08u=eZ=4?A5pPLUsR%_>TF$`ISzJ5H&)$cXi@pJ{
zJF#~~el)?KhY~48SurG~jZnw4RR;o~rezg!jX2;&L@}yvnDw=OGHDG~ZixiL^&rQg
z)7Y$wC5&h^RAk0}PfTQPuR`mce}%Tu(U2^_>^<Br&$Imw{;Nn>EAgwZP?ffCY7&^Q
zC`BUGKNMVcKjr4BpIU~h(gvX&{(VWGV*k?&=x<bvUU5$MayXT&=5{1u=_N~n<t{3`
zQ$TKcra3amn6?PCi{W#^e5y4*?`yZwB>&;nM!DGp#5m$s&V~RCsSBdM*4a!zBvu2O
z9wk|f@vnTWj!wpS_iEfRv+%EpzH*kY^5^9YMb-;n9W~Ru#(DKs@m-dI;TK)uhh~es
zTj)Ef3xcx1KpPt=`rt@rrm`hiv;$Ai_^pA^lq6pFbYu@b;P)-GCaPC6V)JmoIa$U$
zek=fc{JcX0!1%w9q_KKHr{mP0?6`OU8ty>^J2B2hZYxK4d0;5s?+_Y=94U2gB@`Ub
zY!o>kH6ttJC|#7pz^dS-C3&Fzz&nq-sGB|^S~MF7)7Q!C*&SznvT;6LrTd{8I3zvP
zjCrKo^~9etPt)JRE@QF?rZoJXwK=S<agp*&Y}u{3Ypbf~K??kwe&P#vzTCqLeL$OM
zaYwh$zqXLx2Yr4l?U0_ZPVHOyQaDjimVMVJJNWMyn&*cQ_$CLym;vm-e{325eBsJ;
z5{k`|>O@W+L53WchUyvAxr72;1|V7>d5aGeFQN-figbIUk%MRIf%D^_r(zl3(~}@B
zrI6EG{*-FVp(?{8u=@=hev9rY{Oo){??fZjKRZ;v+#=US<Q)L<8W&82tCZC`eyW&c
zL0x6;d^@JmfF!AQQ;7{8nGAI#AfXIlXcx9D=gmbEtQ~xeH7LVp;AP}t;>^Ap2$l^x
z?^i7|NBx#q4smFgs<LuG^Jm+5HfE5d1JaOxzd8&+2YxR5K7>b)!KYB8a6@cHatNEc
zEOXq{0{Si1+En))y_eKZ94sD>#Ga><(iU1)7-BLGE>%tHyAu@~q!Br0*D{j5pH!1}
z|3ndo1GNfZ5lUl(H?bv`(lH_!N*Nl~PIdg*-Zb5rFk9Z;7DPnoM@%VcKn~&1YLG3H
zE7$gsMyAd`MZ8rI438ZH8^ev<Y)GGehL<Xl*~>1wP7Jnyctcqr(s7aDB%Sj6Xy9?!
z2v+sv>eE?YJcOYowe??(8ZBOR!d1_$oPV1bXn`I$u5A%}L6z>+B#>}eM~X&QhJ+n#
zJ<r8Dyg}ev!iFJrE3N-ha;BVnG-(OCa&j?E_F^E(6a^UQnAE7vActtH*=IyeKW+on
zyMnvSGEy|POEhuPqhG3@6j@Mi&vwZMxjmJJmPU2Y3l!RpSh$i?$x$Vf;+$JswVS_a
z<RZ{Y`|*GuJJ!lUmMqrzn+fB(B~!(+;8e_r?s=n}|4?vZrfGCneRN<3Y9si6jxx^$
zS4(^+vke=XI`!Hwf{&@USqzXNah*qc%H~wyvvXcg1#SNNRsUuAMEpIw%hWf(SPqz{
zeaocvRy*<^oV2ci2$o8-!C-XbdZE517>nVILi7IiXc;{3iu>BA_4tE&L;ego#V8He
z1^cez;|!yB)$fK(%Zll2x(6Q~qj4%S21BX@R?}sG!K%9kS)L!v_p7XZ;J&#D!a6J`
zFVWh_gZ#|Fdg@-t22A}pP+9{lwDo5t?h_vw%hU6+RV!01<|97$U-!hkVZBk+%ma;V
zfCD&k+br=DwtBL3Sjoiz{2oB1obZsCcCly~YRks78~jLl5C4PmRt}iEZ3BL#-TusW
z?INq&!<}&Y=zX4YIbb+!0y1&8=S-ZH`~k2R-z_#?3L`>%b+@<x^p0Cw!?hVQ_W<_#
z%h7s*IJChYK*Y?Zs?HnTuOH-cyx{<mE&vFtSxs*{?IS&x+hJ6R)k^J06CW|v#)jJ<
zAnh@g<N&0Ug#1tm|ANAec8N?UE$Vg;HU-yuC<d^(-9k6oTHg?G+indkUT%yR*3n-8
z-pddi_B;}IAarGNzx|8|p~+^__;9}+bN9Ji8mP760dP46!t}0i%-n4kFuCV`Y1r4r
zt#AV886{u5I7NAt*-kx5|E0H^au^lwKEZohbc>PKZrr%I!e)Dp2X<Y~(b>YdfW4<c
z6M~`pEg$08Z{6W=@@lLEZ%p2J`9wMsKkL@wOR{(^9xW2*pcN);Ub(zlVcr({4=8~%
ztb?-&<uZvY9Ocz{q9Ru+FXQ2IgF@YyP=}*P@r-NO!Xr=yO<8qL7yj6+C+T6C8O*k*
zfvE1$Jibsz(hsgJruggQVe1Cb%|3hGdA-Hd&^_?wL{^(-AZrJb_KonB@J<6jd<=|u
zIN+|i>~$7_^Ylj%O0XW`eW-Dt>96Fl>uOF@S#13Y#PY57-3|}PPD4O3lre(VFb<eG
z^BrohdNP~$uj0Cdse*|3H+KDOMPQyqB8zSZ2U48v7MHv{+C+CBkf+=O^wb88QiHx2
z|0Z=}JPHnWd^D9R6;Z3t??H#G$7Ty?|DMS18}Ych(DPg%n-qj-rw4fX#}PF;UrE03
z?$ck{vY4e<tg|6uu@qfY%oObw{BkLGyW5EV{$+S2iWkxTKn)mM#4b1+HTY!W?j{kR
z!d|YZ+C9L)paPw`TAsYSp*5yBX~`1oD3g5Xm~5<a61$6~<FAyK<hnhIz|sp%<T@oV
za-*&Rz-A!ka0O;LVNeyQmKx{+a}9vp-FA=ehJeG$7KiG2JwP~gFWRZU>QyY9KH3So
z0-VE?M4L&c8HBZma|Yp2r<*kD_0Fxig$)+~KulzPz$$!bfgZPpEvo5!rH+JEX8Mad
zkz3VUU8$B&;1N!2=f3|cwgQNJfv?ZUXt-Sf^M2G_hCczros=jjhj{#Spk&{EOJPFt
zTZRtxNxb$YEig0r#38vRAJ*~BnvkmFC5u-<yO5yrE5GB`p()O}fH(ABzbUAtrja^W
zdZ>@)$?ZVkfj5dTDsq2A^e?}hnk@UR&96$<DIE$-vqQ?jijt)ZxSZj5V?VL(Y;-(Z
zN;=cWf#v7^bDSQ1Du{pa!^;cUD&h=|dNj0fRbxYeck;vOGU>$&m(ciT{(e%6qLicY
zlLiy_#}D`>S1eX7U89ZH-h&}j2`ryICN<p;L*1Q|N!F7+g%W?4x6Uk7Typ@-Iv}@J
z7XVs^w894^_4ixW`yb#5CLYd4-v<+L*VTYhE9~2Wb#or@$$#cL??|W?ySLhXV+x{x
z)H;I!PCZsrren#Eu{I#IF6un`7u`NfPVZd#Xo+7#`EXF&35FEM<$6%Pc)vQs99U+s
zUn9|2cNX#%x+56Rc?1Tk;@+e`KA6b*wis&8W%MGH#YL?!NuAxH0H492%VB{1I<rw@
zs?=~2;ELxQS9K>$>VXg|;$jyinn0F?n9)r`@F!AyV^sW-BL4k5>7)ubi0#JfC@4Ye
zlq3?<Pqx|n@U((=h>~4FLo#WA)z3u)jC)F5V}XSj-WExnA52(W{zto_u_yzv+&q;1
zYr#uno6RpBd#&%fFG|b}zcg6N#$yq#%ux?O%We#)Bo#V3qsuSnD$Ct7@DW_IE^sDj
zgEh&rQzWXo!!NNaW>kJsOf~S5+MKF1*d`*`>_3K5Y0KR>b~??!aCh3q1BBnW%(gK&
zg%1{4lJXTXqd`QLeHypDns>VUGr_=9`Oy0s!+t0I!;lWwci;(Fg<Nc023j-D7c(|B
zA5Q8uIBP2g;=0!soHy@|b$y*HzAs&2EZk2ITAsQdZv1R$+{CX1Sw6lv0$n2=Az0R{
zuNU)k3e>8y4;pT=1S#nE07tgcUq`lk^?o0q!Drp9doaa^EPOb1GC@Usocz|X>f<!)
zNMJjX@--Bji4?je>sMUxqBYQr5(a_dh4+9Fd|!KZyQ7GJ6b?m@gj6k3Sm>hv!;j-^
zh{9Y?wJiH!cJayvm{+C_^}FGI=Jfh}7peGuA_$vRL;#5BR-ZOmFM-sCl$?e~Ons<o
zv7uEk-D3S({5?)}7yhFPTU`vPJ)xQ)>7pKRw$3uTTz-4}qct{g%K3=DueDykme1v~
zs67UUIztWzjIb+;(U63dkdf=%g%Qw#I(f@mb}7*Dous>d?~{Hrdotk%?hLZ{yr6th
z!7XHw5SE1wL*PY^5Zr*-?kOR!GaaBW-^aoAWy74#I(Xj$RkjfO8lBVdg~DsQP)|15
zf+*(M^Yx(GK-J<!`WgNp{dT1$Cpt?6va0wm!K{Y%K62jn^eEyvi&_fU?VktH!f?eW
zN6<QE^kj!V0mT6}l0;^T?`$aFV@xWdIew=<0P^DH8t%m0IRVwJiTqMOFKs2wMLB6@
zGNMj=_i3PWXY%ffeU^Nr{%bA~nzKkeYwqt(?&|7>2CHB74iAe!&)o>*1X8Qk{B{3_
zq-#JFzSQtwp<7a=w{3#7J)Fki*8UV1#HvjJdHG1A`)4HO+k22XQw8fiKXBX4*VtW`
ziO?V^*Hu}l3dU=GHBwLaj?r}6ObvWc&|G8zuygn8*2-Gj?~5OafZ0fvp&KNvk7&Ks
z+s$WBH+);+^WM?sb$5aKbPrhQir!73FbL|kd?)6jux?6v5@1`DcC8i$c6osd=bU{=
za=A0)ZX}85#^=)ClW)9xB}8D>576o#p8D@L`p+le|LMMFdG;c_i=l;PyDiM1`;bVR
z0;o!sQ)|QutJouk-xMEK?Y3hTQe_tuuw3lXxGAi)d2*3iUnMH74b&!m-7miYy8Z@P
zH^uTt4<9bZC<^KrV&Eh>mXpQYot)YBl}4_w<7BUYZ#S5XcgCnYIqWJm^gnt=xNnbN
z{IOjt1zA2{s6e9|r`z?aECA9QE^s_ReH?IfZ3h0!!1%e7>%N&ln(C{WT>_-=LzkN^
zb=52Vi$|)R=BmVx<NOR~Q`7M-XmZ0{MXx#3?Y7di@GGE1x%o{83@96wS*vj8a6M<b
z@YZ(RaL2m`1_K^T(}US=tGRB|G%Codv;G0pS3maw(u8y1?kF{+Y4}~^JIHxB^PiRh
zXj7|Rxbuqk+d9SJWpC$70TQ&DJfANH`H?gOemY7J8k+4GJDx*DYu)}yDXPB*<V+xr
zJc$W)ur_CphhL&&JEiW$|KM)AIbU&U$A?4}rSwe9z$~274He`4;hch>Az$IpXA=T1
zh}awXO6*9|=1@jMNWUn9F`j@pdo5Dw)$8#kh2%rDXvgfK@8aPI0s2RKS>U5`kZtt3
z26Y9MGS&tJ*4YrhnD*i}7q0gY4;M=WZ!n+4(-$F}fJTP<YEIPr>{&|Pm?uch^5CT#
zdeuk#9@@k6O*N@bYtq+^k4*Bv602rr(14LI6F_Sa-6l*Yo@4V>=lB?-sreF7lt?(A
zE?~8^+c>;JCf2iv#KHM(@VaJgEgxL&z>mue6_0E-^f3B{kAX52B1jjg36-@d@)Iv?
zC-A2+SQmZ^0ltBv4=kx792v^aCas+=O*(l8^KjMK?3;GsTkSaAC61__7+F*jP=&TN
z7KXb_F|XHmDNRplH^$tsBB^(|!baU#WJWMv+-al6vaghbxF#+5j#X#N#p8fh)T-rB
z4*FH^n1%dY)yndQVnA8}wO84RmG${iNMl$#wDV1Z)vT|on4iGu?EL?z#h#l@^ZN4f
zSS1v-^#arJaGu-sdV2aZ2k^2oG7cQVcZSnWH-BThv>Zb*H>MZ&t7ybIOC;e`czhV#
zVl?9O0VaeNhrMu^fu69iklU0r1)os!BNJK$cie2#L7@y0>tcRcj&Z>QEf5Q0i`><T
zBd+0`N@%1?uo2j#bCAT!KrAq$Gw|w>7B^!^!gG9ERz7#Tzg}zTWz0$J^#W$vWB~b#
z5On3sPd^=~_Fl6f#*g;oO$xe(f@?=LPG7>?Tj^$2oM$>2JKBtBqnkQz?wUk9jH_ja
zS~L#6<S1%0_?z-LK8C((Er2UvX86zB`X~pn?fpuZ<_uCiueKK5AYLp?jAl{X4j~iQ
zkKfwq7g3jpD=$1v<Y>596(QOy3JO$GIHpb>1d)ve5pA)g{9ADmn98bl(m+LC_9aF>
zc)qAs)Gt7b{j6uL9!yD1;@#^HqqC{IlH2o&29}uBWL^dMVxsFo?x?Msg-7w!4%rL9
z{0lo0!LTI%ZxAmkU-s6Ep2ii7ja<APn&e}qZKK~tornv=BHU|a5SNeK>U72#64ULQ
z7_%o9`SiDt@(3*>!~YL)s#n#V1nl!9v!3{}QB<MSx_ttVRz9uUfMZGvq^-dm^5D0S
zvOCG5cvf_t8t$1x6!3GIA7<8(8N>D`T>zmgD1S+aDoQ{~x1t_R^;Mu_!8ugmdC<Ba
z7MbKA#*5h)wd7vX{tu%2l!7yP%>h6BGlzv=W!Q)c$9p7MT8Yz}z))(WAxIGi%(rfz
zZU(IdVa*WCV|-1<;1%8x!e~B?Y;?re-%%cYLotLbHD;V^N_f`1^d8I9iv`xGw29VZ
z7;kPJZU}z%Ji?OUU)L%wvp_r-{;zrqhI8<L@yz`Ud<-pBBrH|N(S8Wg=;6Ok-au%F
zs$QULhfNG8&?%YLiyFfRL2HxwBX;+BkCqlQ4zCVjpyIqFbD~(M4aiez5xJ?6lnW-;
z&v~;`3wAC1-tf1KZR$BLNcsc%s#Ft$ekvJlsYER<mK6mi=;JF;sNgVR<>C=@w0llQ
ze1$0w|5AdX!1*aZ^l|Jg<&_Q$Pa!46a*}tCJ>D383*9xM%E;UzSg;dHk<ivBt*;I|
z-ZGu0$SMbZ!RFm50x4E`!o+{U*e8>u)?*s`_Yd&g5S$Fun?7MsWoP&cO02Tg0v#BA
zvW>ik+1mxk<ahZ(6g;-e%4Qis9lk|PrpK3LT+H$>^8|A39J{{xD2d)Ddu9ftb5PNM
z7*CgmkF+RK#D3|^nqd)ns7a;JlYWv!a9c|;fZ9Jx$aZaBUH$Hh-W7=3sV21}1I%EA
zZ{#$k+7PaCQNuTj#s(n00ric$caR7nKY%VR2~|7M1pyW~YF&}Bc>mbUP^&Sa**90d
zeRhh*bm}&rn6zu33b)qF03)L1dw&i9BVJWcDEAMs*l!om4vzo2&L?P;3Q62FGAo`6
zF|}6_mMQf`c9tBHLxQ-U6$o!qAik_UUQt=sLLj$yXijVrtd^iXUQ8AfM$?UjDfK0N
zSJ@&k9nJANEHl0NGGSQooi7=+GDhkRCN2-&Q3WPZH))kwrOeSTiVWW<AG~>`bqad_
ztBueZM9*oy&XDCC1$eWRq}ML+d$<{`YjEV4=TxLELUeL8av-r-MKvAGs4u3gR8X{{
z*$X<!b&GRW&QI~m+M^*-r0w%#B{x0o`SRfYqiL036LtKc^gdXJNlyWX#4CjXyuj%?
zQxD7mQV)8%Nvcz?#bheaw7T}Kn<BMT7h>~Qm~z^X_MOPAb-@NK8Y-$_DTqiKtkEU%
z*<=Pr-tatSb1?D`EH^2m5rh7tn=}DP$*?@xXlyGP%VdEiHz2T!Lfedjw!Vm$t+c8`
zT#L7Wgd7#ZfrHgs78}JlcjI7kvn)bKVn<g!6VXCr3SlaML4crV6qmec-!XVdpT)3s
zI8CZlHVoSP-!;#rN37|e?GiD-_kX$h{#?M8$T9GeUgMYM7)KRFg}oQj7VX`a<54UF
zmE;KF0V2*I6NpGsMp0nmn<`21O07<$`eKmr_V>Iob08gmAwZZx^o?k#Y4gfpm8xF~
zi^n0pck!s(_jDx^a^)abv<UjzdY#5fZhpiQn>M-ZkPXo1<FgZ)<&h+pIfYN8za^?{
z-x}ESLQg4SkaP6HiR{tc#=p8!76rnhluM+R(9J@mU_|;##y^$xXEHB_Hb#l~01xU<
z0RDWdermy9M);$ojxQ7NuiAR&voyNWGO00cv}HOdv`$H0ftmHKbq~SYhV|kQ#y5#P
z0P~Gt3M^_Nd7(5gcThm4A-vNQ-lOsJc#gO+VSyk_=2}DcrT}Z)fM-flKWg9sYLa^!
zFt-6UiS)89KfNE^1E>Lmq=kKXnF<Z<Q%IN7_{WP=aMJSRwnYL7iOQ?fcQOri%@pz0
zpnq2k1>9yFMzcwO*sdZbA-onqbSCRv$n_Bn>p~|?wWegHAkBsw#|Cahy{}$RMz9he
z9jr&I7iw?hUjfASOH%#3ws6AOH2Mw!J15x`z%pQR6?7sOxMIE`2T{g7kxkG{BSCef
zBd!kLnma}ZgmS1b{h~*dOL4(z^djZQp8#e$?Q}`CLo(50G>Qrs2_ee+h8cR?G(2ZZ
z0Vs^wJS>CFM8XN3>C%k7`TCNj=eyy?_f-^?HiWAA-!FGC>n%yY!0Gtu+g@}5_7`jq
zMEhU==)`*V>HavnZu|Q|{L#%mLdSm=48}p|#735rnELX?!Y*VKG~HlqKAN$1?MU?~
zj{qrP#Du&#vmB)+m4_U?^q5~N#Mnn!m%g_u!XSYZB>__bNWD~P##Bj84O}e>)|do&
zGAiv!z%awPXN|5l!#8)=1Slkc7$M!Ws&q(Zv5xKK*{o+l0otmgE3a5ouqK2}Gbsxt
zJm(fX*<QDk<tUo9GBAYAyikn;7Dky^0E#Q{A+>{~6%gRZ^T?*vVf`Jw_<Uvm1B3Kt
z_>XV9nSoD?Q4#N0J}yv&14cVtF}^He9eQn_DS*Xu3j{A2Oq!W2gqpSoB0`T+4ASb7
zghdHPan+X>SBmj^L+`lt5>(+qRoOOwu8x(UktP_9?ZGH%*$!o+LekL|u~v;X=Cqpk
zq7ZKrvZ}#YF-j(4Az21g|H_8J`wMzILRyFpVL>6Hxt&<Zp|XR3T_{n%nz~OD4?MW}
zpN9k{>Cv%2-MWSH-*`CW70Oaw6w|kqel#IASXeD_8$56k5wHxN3ZoF;C8c*T1EGGB
zP-p8d?4|L>_h=~#A@sv5c@jgqW+lKT>ZHh%7nNE_d>6wePOa}ha*|e={;^)@Q{-q=
z9Z5qP?2kM@=|5VI@VWfN%2Q!!AJrMPE08kNr-vQUn`&QSv}xTZCOy?~UB;oF_a2+X
zb&5Da*tIQH?Z-xb6SWwjw_xwnh8ni^sObUw(;50_YkKs+Jnpi8TAzNv8G4Z<JH4e0
zmJOK^0kr;_@vz(eB{G~NP?=n$VAWE7utF$h{QNHr7djEsb?`Hdf(c+p)J8^uPOQ@l
zKkE(u67`Q8PP~nbt}8?w`$a~w<IHf!T>|?J?H&lBK4S8LhMMc&?>(&r(CQ}fssWmh
zYl~IaYiGQ`7k%ECcYu%1!t@Fl8&#e>hc1S+7eo4Z!-uUQ+t!V5g}nKH|JUEH@N6Ng
zrHp)XqJ4#k%q&WBfE?nZY@42WV}z+KnMb^mT1vVlB5N?FCiaR!6f~+V2OzUhRtmC3
zXfXY#b?FJt1DGncm@{LTeEMUnIrk{5+QQmi-ctVdd1Zo4<FWanDf8Z?S`oy~8&JMN
za!sy`ZHZLjYjZ|ZJ3h<g{F`SgQ6t@&`Ys*p$TJ-^Os!Rw?3o**5pR3)=^vaUPDK9U
zkVuE`0+MMF->1{hJB)$<$ctb0LnpFf^ew49(0Gj_`kdKPUtObXi*@u3L0~o6O6-~r
zMNt{Cd;aKv&eok9!Te4T5w1tsP0QRSZyVSl5Mz8Ov>MBXE<hdLD2yirKe6D5Nid~d
zgPyF^VP2E@^TluquZ3s*n9XzrZ_s+v+`+*3scj+;seA{sjfyFHGuaUG%#@%PX+QO{
z5|9cqfA0LRJ>s!@6!3b4VJ(OJIcon|n%)uOE{7PS48i_+P9CSRfG-~rw7wAYh7sha
zjMQ4cE9GaU(r*=wda-)2b5xOBFMfj+^#hr>eLKd-DM8v^ns|plk*x?MOH5vzy4QiY
zi_T+&oze>oW|h|WB5>NdRH|5F^zD84(r)x9?5c5@tFSk!c?J79W;?zgdZ_E0m9r~L
zI*0)3t^DhyHb%YE1M41DIy^z%{hw4;<aUH_OvZGLXd;S)F!yHyt*PE=Ih+3Vl02o)
z)n?obE&G`NZ8r@1;`>*Mlu{>@2u|LUtA<P*NG++Dx^j>z#Q3eLu4jBy2ZdY`Ci?~>
zUMA4#Eo|^NcDce1YmsrM?uSZ!U**smaqRiu71C{SR}OrYj0MobeIxLwoX$=LLp|nH
zVj)Xh0r=Id^QU-|lpa|0U(OjfP7b=+!tB5ReNNAhKnPOl2s&bThrJk>r>Z0nCO^Id
z{SX6ocXpOPr<A7>3z_MNRST7h9&~}796`X6!8o}Un52QRQryRJU=u4&p`1wFYbbUg
zRN_eqmFtn4OBR+RAF+oEW+yd*NLWxu>Z_kq;<!r4bfudc=sQIwIWdW?j8OKMqVh+E
zWtW?Ld63^~+iz1_vYyYw%iV&Sumj6|Xp^78LmJ#XADUWe!fiqUgVwvZ^k+dyd6wJ*
z3(DU{yr*_cwSOqaM<A`dS}r57hcunYE)&zlLrd6rsC`oHOt=!`l_I|dWEplVkDkKZ
zjSOW`(Y}H1m>-{Q1Ixm!s$!(0imE^?t8GX2-htn*RHFDn9BJ~(B~;P?Pe&G`GwL;a
z1$7GE*wTq~{O7$Z!UfnqgUjSi@m64bC6*Jq<(#bkmRd^SS>AQgd1rvFchAzn6cWeO
zSR(DWfu+@hS_=eTKHcd9slQ9(v&!Jn>hl~oZiEYKem%IVG{K-AG_Y><x%kDRJ(iQ@
z!sY!N>eu5uH0t`>kO{I*ysu3_3G1Zd#Qkj8=V?OkqQdipUUAI^oqhf{jcmFdw^6wh
zfRuKs)}a!>NLkHJVgYX0Jk9)1j`~Gt>aPO(SVOD_z=jzNC%Ep{fH9YkS*Zo&wCH{d
z+7<dEWc#S<1<+yZ2!OWu{~p0xQ9g#`8_Mp|6T9(Hc-0Di@nEPjs|tWm-hSdqWrJuj
zi3{XTKZ&XyCr@7E;3I_ty5U6Uo=pH!lT%k`b#E?lSiC#>&7PE>uYM0q41d^tjRB82
z1lK$BiZ2U#h{(m`=%)&22Be~Pw!Esbd@fWt1Mft}ipRCoyD!0KtVTW(KaKa)XC|#D
z5V50A=*?YF!y{v{k|hJ9`^>kuf5a@uwG)ZH$L1%-Zciz`>qu!w^cKn)wQ&kgt&mzL
z`+=2Hz}%uN1<Xadk?2G-H1^JkfFBM*ja+DOa^V}(@(fd@OP{^1VDJ-hE%>?{iZ-=Q
znc@tGbXz_D&RnSKnM&q;qLMH0xa(Mt0U-G`R>`UI;%)0Qk=$aX>#NN>cv|;4G!~<o
zs^W3Zuaf&>5vT&=5%2_pND`t)doima!T65`U~n%W&E?u2s&_wGtaLeQ1}$pZJP;Ie
zK?TY(0g%Q!a$uBs|GLLK)P*S)<WDT-vIijHi)TR9<L?JwF4C?Q=yvHf|IEb5_&6tY
zSGvd>po?#EH51<dp^K6GnjYc3A7Y5Mx0<E^Z4QM`y8;Y*F3NFrcEAV+W(`)l7ycu?
z4E^B_fPX|M8EL;~6?_1UanA5?UU1DDW3k!tiNt+J{wK!#4~DDS*dO>W5Vvn`DpvV?
zxRa=)6CZr0i`jZDxpKkHefosyFC6<xm3R)_Vg7C<RnV^CP$H@9^Np$L|1qhY+n>_?
z%?(gI6LFPh#zyy9kGSpFbiV2br0JS+q(;#|0j2uM0I;sZ=)o<t0iH5Z5*#@!DzWC7
zayWU<sfnFL$K>ea^Aj#TupF@-OB0}7XPduponZ+dBkN|<6<@d7y?ha`KmNlayrd|q
zJetfArID+ImpX+{Lr3avH+vT?#33Xco$Q*okBLzy=FU-94H_hG=S^^N6!iDNVcFNP
zW*=JPI~p{f1606`xp1_Tdsxr<HQX=Z>p+apUW3g|W##|Qx6Katwg>+Bwrgy2j4f2D
zFS@1oM>1-H*(fMRiAH`@KXHG61N<cDsC;ts;rR2LGM5BE$~oG|T>X}*vQ7ZF!5&6G
z|73K#J=y^U0A<`!%{Yh6c^ZzZF&vu>>Z{It?!24=Gj&+E>`!f$WRJ6nk$vlh4(%u6
ze1EyDv~9Fk8;=4(@BV{oslD!vsYa=Rrys8S-1m=*Kvx+8!DO!CBrx~5GYIP>@ie4i
zyAb2|-n89x3Dd`gOQoBSV?bm4V^Q%3K;m<nR1T-vo8CY4PY1eP<<4&Q-5o(;+?{ve
z3>=PqqLEu~{|_fiD!D4O$NEU-UIRJX&E%bID4WS5=fzYxCyvSUys&-!z1WnG_v;?<
zJ3W9)cMh;a+fOJ+htD|N7MXMQCD?8)0N!y}k0ZbcU1`JL|H#Jz=RzMKNelmzq@e*R
zigSh|RC*jR?%Q9)eE(#^-@KBss9P`I|J;ZX7*`R2>d54svS9nx$C2`kLjDzvkqnvW
zw@T|k1xx1jGy7V3tl53F6!Q#|5tU`-WhP7lS=HHrw?xK^c@XnIU&c@ty&YE5jV&M}
zst#!%3P*2!OZA{>Cur<L;bMw9$(A)#Mmi6!tIv;giaASk5kF06O|v5cJ}OIv=HX3<
znsbEr-N}`ul-<FemE~s0J#tgc3&9{TYd=*a`fGbiL&_%s5IM!Ixnuf%<>3)vD*!#E
zd8*P#hA!QDB|u^NgkyWMF#jVo6v7q>5zxdFrJysMDFnT_5Fqh$S1{dl68kpb`5ntg
zoO4p#?_`&1V3tst9`EaIhH3?)+QsIf(!79Ry6VLM5wefAtE+6?_b*Qgn01C9$Crn}
zSxmSXN_8qCPG?*6a9|7p@L62@WR~wTpYPA=stPh&Opz10UMnqJY(5T7B@EwMY>e@v
z)Tpyo#fs+_dZb}*e>=lppYIRn8Y&{ivAJ5{O#hin3vYHmRjK&~$>}EXVwRNNy_x=M
z3`+73Zu}mXmJcADx8&igNBeX`8>xu^JNtA}zRPjfF_HBR_pime>V^2_e+ZbdCKKp^
zrBrb3{wB*jR~y*t7JfF03;dpSc=N{vE&_;|d4VntIE?(NvlDiDtbJd*PW8b-M{_q|
zYHanU5+9Gi=B^?BLZ#(}eC`A=hgH2l_eZ{y!+@{*<tjLl^|f(?5BybI`^JBp)v6LP
z{7=eN=}zR)+z;&!<Xh}_XFq5HyJSB%THSk30>A41zw#|ejEBoiAhuHaFAFoL>h?&+
z^@wKDb3&Eys8IfYBvgLUMBvvK*8s!r*9CM#u^oP$l>Etcu^Rf(kiHtY2=0@uAcnyj
zXJ8xv8rt@0gKL>x-~xqg;e;_AYLMhP-o(<bo!mO=4sYcA|7z>ZqoLfxIPR!4WprYs
zDMzlYbeY^qBSsR<m@ybKhPc*onX!e*Sh`e~Y%|C%V=R$n1{2wjP<B~j5DldwT{$Gn
zO$+X8yXSPzy#GA^z32Cy_xC&JdA`5r`Ft&M+S0Wq0>QDLy%TC)fW6jy9jzKFGI_JW
zlxfq;Q5-0%RLctN#853$)YT(_cqHtlrCzhcNSp$H9hVEb=o}a;g~D)r`0cqoo@DQ|
zs(9T>c(%G%B;3;fOuz7=CuLm4pHqptN7$N7Es+XI|J^6zuE<}}RP!n=Mzt=FhM~JK
zg8-9+riPENrHW^zkOADrg&zPAds>Lx!d-8<HD7=0qi@HF{tG2GYye~3_550CaRrMF
ziPK)#8cSuH!<s%#5FXaACy3lb(E-C{yPKaU9CRq5E9o#l+@>BW1~|UEj*s5oq`ru%
zH4wHi$?Z2o0+5ayI?pvjsM5K;!N)EJKWPY9o0=h$1rd*BDRv(q2?RWHbqRve{in5u
zJvd!rQ+IQ+pwzD3A5i2*o<cC$fS0SrvNlVcYCr)5(Q=iyG5tW(v6Z^Sc?Hk?ZBa1Z
zdTProceCQN-rn`rNm8HbM-EnaJ)x;)Zsf4s0l1s9bN(SvUAf!Ql(UaJ_%CFO&87V^
zU&3yvn@samL<Z0-Q+1X$<GB;xyG`=FFG)Wu*rqyzyb(3f*L*>nmRYMQwr5PkDEXDf
zd3UAuK?@@6TI({@=<AzO(8)ittP3A{@mo!w9wFPD;(8yyBSy@wCzg0F{V6?vd+OU`
z&l=x=yxWl_Vb}JdcN6x_E;gV&S5Pon>Mrg3VqkLGLb5!atJrMx4UZ^LY4jMjT(kGe
zmPAeVFvYr2fs;h<p*8!`zR6UQ)VrgG-zUQFCKjHv6v88MlAPHX`BuadYT$Z%|2#*O
zgViUTa##7Qu}H_%TggRadPT=9Hp0efzAz>kH&Fg)Fw4II8|~I1ei<%ZxY1fmw4qKl
z*?qBOn33I-aotJ2gw0lOBxox|f3|H=|6lNco=jU-pvT5nr%(_0s3LNhBIdjTSc5G3
zmp4@_S4h!%q}JJ}3QLE?+QTxr;f7e-C@7$1u6l*2O7=AbXdq&IgqG%Nu5d|%e!c7h
zaU&MsPlrPK3g0ODZpeZ}Mpi2PP>mMdDIYgecVPNfV6Yr6VuZHF(2UCDvG5cPFfFV|
zff)2#7-ZZU&@xx^@lQ{*1Fv#mRw%)fsR!V?V_C{w^LaB&bHEZaZWPvQ3?CZkyY9sv
zq^SV<il{G!X9DYV<J<c^=<+0%@1kP2Kn~X1?2!Kj$Q1-fA+Y%i8fsRK|6o8x-Yy&)
z7z&g3O->aDACc+B_NXQDG@0{H{ES({ftsc+_2C8kX29^6AaQburx9*FaZ%Wewa_GU
znIv6c*t3=fU=U|OJ0<APL7wiyZvtimoaK_`9@vV$fo2oxGTZv=B)i5`9o}iCqgP)M
zj)zr-qIBmEAB1F9{e4I2YwYZOXsM8J5<tenmmNdOpFbhn;YO!oVf*(M%XRG*?Sl5?
z&PFx4z(6QQNOC|lB*4gv`gCySSQv?d(&jitBe2(>As7-e%t|!8lC7cSzOMIJ)XDF|
zc>NqkfjPuL!WRrKZK+|Kb`5|iCMZM~9jBRtiRQ^jXK3mTzz6awwU?v}gA~731>wWV
zU>$O_V$N7cke;5i+c<_1*3H)BvArLrQ1-@B+>{d~5OTsJaZcYGG=Te{c;T(A9l$XE
z^uq|s<;HJM8$*q4(P{?4Rzo9GDzxZF{OtJ7%C;P3WZK;2Ve_*jiVkinCn5vZ>A!f!
zEPl2a>Y8-mejeYNKDXP6E@=5X-(<*jKS#${fQcD}E3BeL97j_<qVlYqK7p=ZV@h}a
zwOYYCD8<#G`l!-J|6tc$>0y(m11J!J!UJ^k9Qw9Z{MEd9dHZKoui_*y?{6`e8$CN7
zap&^WQgy~?vK|?6a6Q-|?FBc9QEe+n^7eVr5_nL0r9Arb(Wh#cZRiN6!hIHc@(iTP
z={N`xj_uSBNuX?e+lUJZCiMed(JfPIadHj`c-zS3qB~Gd%1G7Do#OPyp4vKMf^|(<
Pju7w|qVXuMzGLXW>UvWg
literal 0
HcmV?d00001
diff --git a/log/zPythonScripteTest/err_n_plots/IterPlot__Vp_Vp__fwi_FWISO_iterate_m_allshots_5_8.png b/log/zPythonScripteTest/err_n_plots/IterPlot__Vp_Vp__fwi_FWISO_iterate_m_allshots_5_8.png
new file mode 100644
index 0000000000000000000000000000000000000000..2fdc01d11843232e0bfd1587ab6f454d61ebfbe6
GIT binary patch
literal 39041
zcma&N1yEdD*DXpyAUHG*!8N!;AV`45-5r8^aMuL4;BE=-q;V%9I5Y%z2=4BFcjSEk
zcka9Qy;lWARTq2rUTe-Z=A2`U9i}KRfr><k1Oo$uDkTY4hJksi3H*LVcnW;-l`TCV
z1|~&P3M{PZp0S_lmVq;I{g|EFIH$!|hFy%@VWjo-sZk_0n>fhky6d8rs;)B*A8X9`
zwjialK+A|T37;{H<{}tp`@@IPWQs3e$YfY_4q7?dg(@n%vNrd!8mlk$#WzlU_es5m
z1vUp$Q#qUtQcqKdjiFf%cn<ur9baS#?o=@`@AhP19KYOdBzc*bw-X3|>4iRsS2-h9
zjT>rj4mfg|2EsZ929OWS%)KD}sXGv5wnp-f>V*z3nM?4wI3lo)wP1XZ>B^<qJ6{O=
z)v_@a7SrV{e>>#vj)LtDyB~VTLL1*0c|@J2iQgwajLtNZVz!Plc?CP+Sf}S9>Esk6
z>PQbwMmGxtZbg9#F9Q6Dg@+}Ff$^6Nc#i=C^CmA0j^5={;C8{j^hh`hNE%nttJ%;4
zZ)G4iDD0IMC^jT<z6B))^=Xk<6?x=|in*kTpm-I<*Kd)(FaGuh0S1O_^ex#l7#Ivo
zRt#Y0Lpkvgp1{C>)282##pPFmxcE{nYtp<K#P>}xX7bi+9$Fo8E0XJu`sS3ZHF
zFrRl6mhT?~XkR7zesbO;hqS#`oK?+@)qz19B=7qF{+hS?xlfLA!#RrsWOEehh7zm>
zBSV>@OuplBz8N4#f`eY2ct#<m;B)CDb<BKOvT5$%;K7_>>>5Wc&ZYZ**_OUkO&S<8
zw;Grs6LEHv5VN}=!x)I9r7YRH%)2v?q1G`x6d{Cj<BeGN<d2PprM5H5CxJ}7F>B9?
zIJEIx+?(itowkSh`hVXa!g4Fl7i=$}?s<Xr6JZ>%D08}&+nxnvO(aW5W3irsu2DF#
z9~5K+^4J4PM?&f6pfP2flxsO&;B<S*H(W%rn~?n~<rq{)j0cVRGhoC0CEx!E=>IV$
zsV9V7w;u>W>`FphdHd5+37iuzak8XkbfZZ*iz&H~UWtJq)r7VQvncUp37rSK+CWa&
zlSd5`5VjG~KvEk9c^eVm5Pw>KuR8Mt`$}A5%w{|lBr?a!kplX!m=mJ>cb?JY-?COH
z5VAkh^x!tqfmcKBTenugmZBP6s4zxG=N?ez=*^V7y?Uky&vwXT31=Rr-Y^;zWy=++
z@FKFn@y(oV{!@3NwAY`bi^grwg%i?ygVR5ieQUU7|NfqX>lpz&$NwRl|Gjv2Q;6Bu
z=$8IiZd-m~)i~Lji`Y<pCB!jxz7>RC3KSk&>Jrsi-ZBE^W6Q9suj+HKcrwQ&gT@Gt
zr3^6px^;d2hY9H0Ra7s85<Kh>jh^+sgX^|V>ZGQrsD$BDrhEu2cn%IG#<i=C@hAB2
zBh@#Os|19fe64+WsA=^vi#+G#y#T4#S@+j--OJYYHX%Q1kk94L7)#4r-R{|BELO^A
zF#cPP{hhI5VsPLZtMdYCnJKtZlhp#-Q#@6Wl75!cjb)Enl@ITeUq=_5yt48^h32E=
z{p0+p(+9PaJ7g#RVagl`E%5}zxH*!GS)((Qk;b+^6hTpSMU-GYZBQ(qn-QcT#C?P^
zipQy5<c+<;7Uj<Yqx`d<<4aV(8G@gfOz~K(nCx=wJ))cz=(x4O>!qVQf}E4T(vK}s
zkTfqw(2k8rm+25QuErUv2Ny)=J?X^DW}FnpAQ!~vOy=?=_j^v&VOvo=f_IB9D&Y~x
zqx4y_O)RaPht(woMA_FDrlf-aERc<&kj$6n<e-BlCV1Ke_XC_GhEp0%<}L)l<Lw4o
z>q@ZfOKp3<ktt^=HC`yaPvG)y&v~H0EFSDUnQF{FQ$Y0LSDNPx1s*5v&*FeaPH-j|
z)YWfU8az%vdK^}g<#cr1Rc1Om*UcuI9^C-A1kMCLQE7KQYtQzL4$boN9g2R(-(&s_
zPd{U~i3B9a?*VRh4S%}28ZD%CH9|;1sLy+JWay(3=5;yQdOsv_C~u&vQhh&G-W(TZ
zGF7qfb+N;4=G+x#K%lNZ$s6yr{=)hqve`S-G}3y+Q7g6FEIp~&G+ehN3C+r-IWb!K
zUA#fB3L``^i`g-Cq2VZtTIwT2-o^Yr)u#5I{Jj>!>UTAnQCHd$mZ&RoEbSCVfjub|
zWJ(q(kL7B9;k(h!5!OZhyh!;brjr3~nS0u=3$^<$R&`Zo`y0s2O#z|O(ntpG2OBvZ
z-o^w|E`=FBbCc!Gp<B!CORQ^O7NPAvYa^DILPtm-pUs^y=BBs0?AwAj)9KOtH{$#i
zZpAgWw~<mkdJpB5E(f}^C*1dY+D#I&VBY5dpbNvF2~knI%+yytKzW4DR7^I?OpBH5
zw|)rPV4LjC*B*wKKAwCHsN|0Nu+Zd!uRdbF^+UAT)iPV!LGN;A(=6L>gcupG;@wzQ
z9y&=BfD>dCd`|tx$av-CIh$G8zml5Zl!wlG$m+a2%-wjUN65o{d-NQvs;g`Nz@xxt
zx)QqB+RSZwwHD7**~0f&?AJc^17oSyddX$!ad*F7-+M&^&2DTc5B4{ZhlX}%Ih%x_
zQG;vT`<f<7t+j{mwhLdI4{OPTfmD&hH<*zgqRsMj8<DUME2?t*+Ma#aSI?Y2?Tt;9
z<9pv<(Y8}lNYcLj<y&jmOA>`e$GLHrT|wKq#k?oK3nv)t;Q<+Ie@GRcbz;HSHPd%@
zsMu`+JI@yPVAnN$YH+g?07a2-tquD%lq8<FS5?VhE}SkH;`oGFJU#>)ESx9|4}Wl=
z`CSu!a?mJ{m}=pIT5o3Wf`i><W^|{#mYsM~>Eb0`l<tq@o|f|%q$HdFpvT3*xjVFd
zjQ5N+?&{y!K4iLBI;q2;6mqqYJuPOtWRIE?2jL+SC(lb83n&<(y(RYga(GG8RF&Wg
zDevEG5@;D}uw?l7Dme}N{4!R_q6Fk^2F@|VFrQr^Yt~(|ekfimj$;r)HP?xS##|{T
z5&H3)txcKg3`b<!S3UuM*1zfCF`F&4MY!G5lwG#O43eHGB7M#kyhpNk;&6h(g`s4e
z*`!43mRD8;o|{Fyhr2~pWdnhTXPb9>W7khNHTGvzE+=0{$lESYeC2gYwwtL62o*<R
zIh?8-)V!V0@D<={A)sT}b$;-mz2ASY5xR9uyLi15CULb8!2JhSSu7k=J=#ps4_Hjt
z&C{S_15Iv3LKUNautNg343HF2a740qmDi>3BOL5+<oJr0ag}JO$Cr#b(jjJD6P`G0
z+iX6hEe+0moqUrDA@=hQvMpq5e>YWe6#D%Z6uaw*EU3BO{`T$f{^ja}=3px4cC{OA
zmY1-xz|Bg;X`EDYC{3oXuGP*YUwOMxk?B^9sLG?wVhiO$)sx@hd}DZ$H&V<y&rmrS
z-IExkKYW_y=YR&9spIk(eJNDya**K~*g@m4eL*bJ9SirgRgnd+e%-3h;fXFjp@)^`
zYq@!LsrQEGwR&Yq`8MS&b`KDzW!e_Ki+4#K>l}{vLgcPVyVji!W&^jQM|A$SIyd<1
z93rnpPkQ3fp+QvpMIqwCax~+dzCUBBe6SIICKq5Mk_96A+a7-`=gpHPrc7iJZ|7WH
z5G^TRtNo-e=#aeh+@>@(S<(Q`jEbWPr&_%TS`oAD)JvWzPRwI6xo7&?ZQsl7rUz<(
zm2vsdpO&@{=JXu@K_cL-70}eg(BiT;Y!}v-7ybSd^sPA10{V|(8zsY;S>0?2!5?1i
zTMqA}(R|Po<as+l|GOKs|41rOQ|2W>p?&nNWM^lXq}+C?ZL^g?CbX!mY-~$O)JMJ6
z<~rE9zU|~xQ86UJMY`Sw=65)LPS^Q#=P4y<W8cl2Zscn$Dp19NIoBgc9)dnOZ7?hB
zZd>T-iT0n2*OkXo_D5aMq5VFqghMHu{SG!a-gl?`Ea$p4jb-EL*}hG?(0bgP;m2%q
zb1rV0(4w3iyPl7h$hJ@Yf7KNK;0nFDY*sUT5b$v3-GkIXTGTqMa#QdfGlaNVGMRh|
zz9n@xT@o~$&Chk6JMeorEgyf}yl<~8m|64h91OO?jPh0B3!EwU%RXy}iF<yXup%p^
zFMO(?v-`a2uzt$vn;LEYvwb`g8!?X-L&&uLI>)IMMNXdmnsJX}yzs(n9d|JAN(<|D
z@dhMtSt^Lsi6uC)MOp-!o=FA~Kjcw*v+u}vp9RTmw7)vXLYaAq#g!%9c&j`=V3I?a
zS=UVleTl>+w#E%#JZS;GrcOOe;P<F&prURm78D68jE+8yLq;`$=LI16Q2sF`G|R_V
zetYxD)-a!wY}2{Te8c|aT=v!ZK3-u#3e(6BjK^yhl7&WVQV=nB!{v1RN0jlMn%{lD
zf0l7H!F;JX9);)QJ<egvEgR^3drV-#rP*~KDa_)=E5h$6_qh&4wsfKHHf{Gn4$g+2
znYm$I15Y~@qRajJkouDhQ~?ku2d>!7H(@XD`8naZ_;_mtbO50i2lF_ackKp`PCIit
zf(tYJ-@E1JNW8ad?YvLxBa+J~b6Q%a0eBp*x4Vqo`#_5EnFJVQA~GJ%jY-{)5);~G
zg@qTV6a;7%2v1Io+wae*m)eitn+|aA&8WBy`>-rJEky`;IUh`x2W*ZM>bP-VD(#LJ
zFC6;%%zz}$27WT*|Cw$goOi|#@+y7n)OifOO)ZNnEu<sSh^0xcc3qa5Y>eW0whPks
zBLuZ?M|!N&#lL9|@^0>7k@)RN@RGnG{%%goopzyk3!bN9wq>0Tdv*q{{f*|?M;kg3
z1;d&^Phq?}sRtgfm9acr)Qc8sTPZc*ZPBU!NMP~qrnA>6sAJ56s2`6Nwim>el$bXQ
zOA|P%jMb`MoX6?Ma4Tr$hB2o`FXeu{x9gca@ZnUAK*#rUbm+HZ`1RcJAvW07v(_t4
zght|OJ18cfY4Hc8qtvJ<_>=dtUZ(o*s9&(T!0tsTQA#U+vltJJW5q+YH;Yow>2T9<
zHIB9%>Z-8($rjj^PktHnoQlUlZV&hp%a7xv+wr-<E?bI@lc_zoVMfzWt1<~1JXS_t
z{u)32&XfP{z?H3sY_65c1WMAdg`PgiO%i5aP!Yiypz^Sgt1@-hp{Cy8{&I+%(aK1@
zO}~R*ta8NPMwNAht;4O8Le<sqQyk&rS{oIXO*MZ2LygEbrHKN85^sLg9*Q6~^@g-I
ztz@XG@SO3Ea>d<fig^mZuGw=gx+u%$-INhUxq?uN?#0n9-0B2xFVbNX<-64V6>k?~
zQC(}=8tv48@S0q6<6qcCHu_WG*Cdg;85cpT>v$XpyMScy8`b{z!IsTH$#v}V%kk$K
zEEjfiQ)P>3qKYBe5_n6gm1SE~4k8_peUk`fiSR@)b=lL4Rx^g{9i^xN(UJoDM_OBs
zasH~ngjUE_TStpD{S`m67ji^DG{j@#iA6AJl!a?vqw>dIzQA$vdftBKeA3!ElZcn6
zTi#DlLpYa`$PYSQQzJf;o_>=J+(}F{`#c2uJ%R=5wYx8-R?1DY(sv>(&=Xnl>N2CU
zhQ!V7;X?_~UsYFGso3sUJlyvOqw${kF%vG8r*n2tQQVx3WyTLT)#jI+oEjgtxjY9!
zoLU{m>NX8hINT1xp*pU6OG`g$t#5&;r8~MbgVooa!8Sk>9ynx#oSdC@H{0KxHks|D
zQ-#{C9_~ss^wa$|iId&-XZ3NVXcm_44h&dY?|fDI<MMZt8TB6ft&x4N0;&~KUy0xr
zYuC~(1PgGVmp>=*<|27Cl2=oyZY?mo_2Nj9^;yZ(@pUnL^fjIR@Vjc{eOn^+v^|(#
z&(9Z|^1X~Sjuv3Vb;4yVx*1p)uGDQj=4toZ8Co)6j^ID*tx4ARZU4ghI2u8laW+B8
z=R&Vn?Rxq>T0Z@?Ti4^mMlrA&c(lE5;bq#jVWHho0y}j&-f(U1Haj|(i<cCjC?X}_
z172EHlzkP=ly;-_?yiU_;6b4!B~eqlZih<;%@rDz%vFq&zu1kdd;tG@vb{q>eSL1J
z<K=}a%Dj4*Gi7MA_*c-~^gt23)n+WWKfkM$^#T|H^xE*C1>aq<N2if1L7%4NBwS(_
zlSiRNkFMj~knYtmp@(a&#?RxC_KF@X&2S0o69>Lq%Tr-nqY(;ix5FBK=be;IF1w1_
z+RkUaCo;@gM?YYffCkFu_Clb&eV1Tg-jEC!bbclS7)KTV4%k46XrgicR`0jN{ryjh
zQObIINc~ot-d%qsG5%Qj)<Dnm_!)(Ei%IM5$@=E_8%_No^Kfkv-?Q_Zn{J?8t!%hc
zy#`9)g5P-r@-H-AA4n=sCiq>Bk7Ptey~iCyfxJjCaM_)GAIhzI+VI7CavVcxI4jLO
zuGPzpItRFqTzVakLS?00S;e9>cpcX3#&TjXRVHj}w~%B^IhZ`;TyUrN0em*pOgdm^
zOhu*nM3&G6Q;<sx>x|v!JVEhOqm}niUXNOC8sB)UQ=qxAKUq=Jeu++4DjHoq$%ID~
zJ3+Z^I3>Lbk>zAR)-+q44}lPgf3`}KWVg-bbsHQ;8c9*6sh&KZ>6CL<9|?7{1boh3
zS{XQMC}&n$HPWp7fi?3U22(5EOw$~3PMzH-XAYMpvND6UP5E}Bza$EPWd@D+uDgq|
zq3V?tv0{SPYh&X=`_d7iMcbU^`YNkU`chKM<RQ-N+{K^C+t$Z2!JO{)EEHCKy3W9S
z1XKl`R*1SU90Ub`#=4Wv_`?c)J>$8_28aZt@*@FnZ{2=WdfolyjF!3lH3fI;rU$y<
z86gN2-(Io@jT#z}mlbhwsKM<tIclDr-s&kQXS;uZMjXx%e39vV1EGy1nB+fg^Eof}
z)1;2P*pC1v3}2G;_rF7g&^@bA$7ldC1geYE2IHgsvK2+sNq8mtmLI~vBv3P*hIyBZ
z{p23on;)vppc^Xk1X`1=tH4G4cfB=15tBg2wcs}VR!m*ZmLjK1W^&;w_jx*|wY8gq
z-{I=^p^rB}RPZd?t2etAOHonBXG7!WY8h<uYp<^%8>#7k$^gbjYx_#HpJ(0nYRW1D
zGrwO3_omB~Y!##DN%6MAqxr_zW9m%8V!2L8_TyQ44+%%gx}9ejkpIKTEciT*Yo9tk
zv;Zd$I7MD}eQx?*KHmT|c{uKk5(^4145ub-xxK|TA^=cZ_?5Tjk_?OB^&Ur09`2^u
zkhW)+nqS32oz8}CYm?bXPA$6+a7=(3m6onXGXSdqjjVBq3!MGD1P*JC%;soZTt|QZ
z`=!R4v*(W&twWhIrKQ$~?T_oS`;vnSKSY9c%O_GKAueV@qxf}Z2Ul#u%15ioW=?Df
zmzh;`upkEkwXW3}3h5GK-6p(KxAY*TL@orMXUUA$M?aKbn9V3VcBp{Qluj#4QTj;n
zgZbil+3Jzr7MVphGk6vA_E#toQl4HlNy^nDt0d^@p-P97Y6!91Hz!?-7mlP6gyT0m
zU{Jn^cYcZBIK^I*2prE4wKKW<$K{TR_PYsVnWT!_2UNf2$2RMTi1sfzx=l9sTvLl0
z8cWmd1~b5L>puN+QLibXLZ{tjV=zBj&Sw`0y+NDzchbYAoG&wH2Yo$$EnB&@loBX4
zV3iP}$=mK1Ll4`-q}P`mhnb!`BO#~<3m3$HIwBncfE#&e*Vj-@X$M%U!tB(M1d?dl
zcQ<|CUCyIcyGgF2C45<ZbxnbWCL$au7`U5GvfNz{rI5u`g*`BKKbFWJo}6UlN+i{v
zu{!NZNvNxyIq2EVz92QrJN}LNCjMCheA$=K_|UD!O>-XVwv(L?v$G4Ce6_cIa!a9I
zSEqS`A+F62vwh&Rd1R-{gYwJv^6<|-p+zND#;2W=v_C84Y2u&$;>lnP#wU0tCwQ8g
zrrcGCoX*H7N@iMe`>t<RyRtDxdO_=Q6bjv82D}-eJG(EYDi&nH$L>a_8^k(wdls$K
ztzItFIeN_(DjX0CV^M2l9j}W?kdkF_0m1L*yfPYHOYf1pI_?lF)#?AyCW;91$kNcb
z)cV?7UfaCo^qjya_M)qp=dNz@fF@`E^+lG)(7wu0TkAQ*{ytbCtjM?rlY*X}Ub0W3
z-gaqBI(DJ?0xOn#2TMO2K#Zf4%opx3<MU33dfCN%UKe}HYPAl~G$>_ovb9rzh&VPL
zUX7hWhNo((XP?i#=RxyiXNBIa>*1mTFyz)!<|IU1*6n+l4QhK{q#A3}*P8TsQV_DQ
z{TS~#FeRQUzdg&1o<h6l7ppQd<?=az?fDYcOHqGK8cX|t&0jTRAoJp#diSbdTHSPi
z_WF^KR)_RUzqKl%;p&;}U0&!T|FDstBg5WRuMqU0q$k97{G6!DxIdfn@#HFd+rmO#
zm;Lh{HKEU4SE7)*D7&GD!^Ng%--aK!;tDHd+)?L|!<qJe==5FR@KaviD~=1&Ma%L)
z>IWN!nY&?%2Z=0(hfeD5M_I9_Z?#s2)gNq*&5zq_>}bHa9?(Z`u8Fz?p|E3^xUPq%
z3y57>SITTR4dg&BoI17O@(m7DwkUveB~Wdp33zidLItnvU94*2^9F^GkxxU=?rl(R
zXXz-zwjh3Ot!{RiuB@Iuv(EwgaIQ|kq2oxkADD8ea?G<*XOzENS=F%^D9M3)h@eYa
zRQ!Z+F#d|)gO6ZOE_ux}J-mStqhuoeU7L#)|IpHM>P_dI(`NZg#=-WJa2Am_8T^Ls
z?Y_VieQ<wn_n0VoM6o;Nca!X;PnLr`BvkzAC&$=^46|UP*CiT|Z4K*nv^zU5v|<6U
zy<d)gq|O0A@b%lT<`6o0q5W4q5FS;#*7drc7cZ_OOwP}v>K_iVvNqL7xPCebDWBut
zzQzHPJx5+kt1x^143*;7nx^#q4(B}>E)L4)8m*UZPc;?+5I=0&grm3_QY!@586A~a
zfEJy5*Z7i!<>KHhnx*CHanaq$(8a}8&u29}aROa{ecz9{)q1Jz=CdeT>)A?tdU%bs
zhWjZC%S-yfY&NGpIK2CZM2*eLr7tePKLsIA&HD@^Yv|u6XEtA;5>2npC1;MR=4lKw
zFE#rjfm$zaK9p8AdTo^D1KSeS6Avuh{W!l7&%krDBdGNB#7M)yCC#<HY=+|iGb~sF
zHS6FSy>d!r;`NEC{`Ch0FUnWsXF?S2BJAq3cgCVs3Fb%cpo?iJ<VxL{g{AQR>VrT9
zgy{h}$ZiVfuw!6Bp@fdT#s8Wh_SHt3JGMtKN}acu_BOgyRJrhMd;QZE2Rm<8oGqrk
znplOM$j?-3W5yR0bsOg%tG6c=+fiQq;Ai;D^<PyuTgAXOiifl(L7ob_U3<ElGcL2;
z^m`hKc#aOjZN@_v)Y+w|tIP_^-)wDsaZX?4f;m^4h3L7l`vfoNKNBtUEb3m(y?&T5
zaajNZ9mDyQe3tW#LpH7V$TwV{nhQ6#JFk6O9g}rq1-_H#JQ)-D9PM5jYPK!gh0){V
zHpyZI8EiLA*26F9S4s<ky4fvo*`~=t6AK;(n0|x1y_Qu8^h5)Y2R;HDMin+npzTxG
z&o?00&uPn_@Dai+fXc_x#(9{zO*&;WTi0Ikxy-9@^`pRE4swsn;UYwfIX{3Jv+wcF
zZF26=yXGRE3COPdo210#OMI_UCF74%X!6-OsTUg^8U~r|zTYQp=PsQ0G#xva?+au}
z%Jnv7Af^K!lMOP3j5p$#(%tqJtJ`a88h}0-=uo%;l7`N<1Pvt+AHf3&zJvSyd&T?E
z_lnS%hd1s}1#M)egck=7QTm%k6fY`*XBxs=@nbi0twiCWir*^OqF(ho2lZOZehtQw
zi8Q1V*=VYWTM2tdd&~TS@IER+nnXjl&nTC@Z#o1VoOkR>7lFSo)iq=lES?`q8L76;
zLYteNH!?c<O1a-q;bVgBCEWQKfj53g|3C;qNH~@`(Zq-1H&G^EbCrXq%;+}czECFF
zUsG14)K95~WV5zNw@;jtwz1$oZmsHnL$_r1tuPJANVztHUsP?80A|MJuF<x=C+tY7
zxxmSzK>bBOV;FHF(~^Dvi2?gd1D*ZaqUBCiuGPfT6`tV9ft3`^nj+<bX(Kfeth=b5
z_(C~u)wr1=0a9`<iNqU*Mdnx;Sg$&{E$U$0nKuyg6j?$bkMDEwe5i7SQsYkv!tX@q
zcNXT1E)0&>;<-m_1hS*}m=rWZMg;oiGzrMt!OMwsgi%FO>j`adUzwd=ZGd&DH(?z*
z$9;~m*fb?S+-Jav(xQAP{CrUc7c+K?uZtGB@{fFG{p;EF88^QUBcOZ!QlfqdxxWOd
zBg|l~jsTKhvJIf-!tziilyF}(OK5xa@r}Qqr+J4@gOl~KaLpkfl&r|wG)N(1Oq1F+
z8fVP<mWpCPol9HrBf3z5a^_Y+r5x7|PL#CBD6c>j6lwdD^+~g%fG9j>i4e~{>4!Q`
zNf+S|v8S(tPcB<qa5ck8SAW3BSIdqT^U94rXM0hNm8+wV>svYS(RNWw2&!0mPQK55
zKs<?{W+F8F_4pqlnh+@XfhlK8Mey4nM1iIonB9L3_sekBfxIw(ltP+~SSH3*lq#a_
zMswtEiQ`7$^ij+~W{*-N=-Pql(KAtu)D``p{WCpguI|t5g0yoube!v1fi3dY(b;UD
z>cChY<Jei8Z^+bh;p0pmSzjwR?TjI7gnOl0sTymgB4&%qd0(IXNRhfh5G^YXrmd+p
zY|@;ei0G46)t%~QZOMQk9LWo9-*0$AQ4$e66HG!~X&urxo=>l%o44mb-O=!h>JYSZ
zAZd^z*#iGhApR)o7z4oU?fzbq=J{V<qEoU={y9SZmgvlKk84E!RSfJ=t!I{SS_N+%
zMUm9aaW6YL>}eHj&TB#0jn(gL5p*<bBfXN0>iUJ~v?bi>6;hBy`IN6{#p82Dam)}o
zxlEe%2&N%qnONdMTwkxG{IwDMlSbRAMuf->kGy#4{D{6pX!J=JewYTOxJo5jaU3P>
z{nr*{>+TDABm+j@3lEwolzw}!k<hT5bCK5W_disrU<<5c`8t8)0rUJ%ihU7Jf&FJ$
zfAT91ZwLL|-;X#sL~?(~q`{=JHTi**l%>C@auyiv(2lSw1m>7N<sjKt$4f~bx5|H}
zTEM#fiF({rgoYliIKjwqqA0rh>**E7N*YcidjQ>CWuG$?b3w7`<4j52k9ZN4IyXWU
zp?LA}sZ_ZlQnBaNjUPr%#<7c4lLWFeeW2utw9K@=8r_<0G_SiO@2-;glsUw!-$dzU
zq~-8_Rc_4mcw&z~iJ+%2g|s?!^QG_X{kH7~*?;6-E`T>eV9}%;eDYTY|MllhXjoG9
z;QJ>b_(0I|!U$GP;uMYH!+yM+FjdB}RE_FB=`x!L_TWdc8^rC7E*YhhnvYjBzwtPF
z(2Y?REjW@*^9F~7RvJpqlyfq2Ju`IG^R2+jii@*H)(p-o<X=28;TT09+(lp*$)iU~
zjLlx}0<HF&kSdENVS?uw5Lh9s62si$s@%=J!Eo_U)k{8d-FPIu6%-Vl#d$hWWa}aL
z?xc~o`pKXqG_Y0$5anQapZp2XCqn4I*5Qu$op4!L!HSG?5Lqu;EEb11Qvda+iHx+d
zCW!>fs3QYnEoNgPKXWmePVpp;5L{kY+CVh=@Fy)84fNP@5W-6eWVyHc(9u>p(U`9-
zg0fSQU&I_eR!kC9)h@B!BBn3d^GBF$9@w@KA(5pvT{wk(Tf#J?!n~s|6wYOw7U0`(
zB%IMTcm+L_J99@mitfpEE-YoQS13JQce%C%CQzP@L_ZsmsPTEl_WB6%n`CFt7nH!k
zb7A<k-=>5&?%xOv(Z2q|1%R9UrOyZAKOajh3;5sBfh?(9irj67-4ZPI>@YFB_8Gc|
zG~&chX@m<CY7&kWObVXQAg*+gRF@<|Ev#ycRe3$Wz8duU>Y7*)VcfmxqKMPa31bMl
ziB`7cLp8QpaSG>9A)3ILQCCfn#}4YI5?*7n9km%-Bg<htdzX4d48!*$Gr_dd>%o3(
zAzUpp;^HU8AXH3K4Y8a3E(?IDL>siW2xcbpnB4*AmT*f>pYG*WPw*Fg{bhyeKwbor
zP4mA|+Q>MH_4XgS@(<*3bP#<aM&KaFFft31BEL$YV8(r=+ApoAgjlIkBrbNflv3S(
zEzz^#($rzixlKot#5eOo!H|NXxUoMLX#jtT>&+J^jFJf!g=cxm52wI)KVtFPwbExd
zdR`Eo7xYD_tv<C1cPVqgm0N;SqkLleP#4Tvokl@eIZ}g8ha~{dDs^rwU{#E?lL93+
zfC?RR0M3%>zC<@FEW-)&9eI-&%5F-$=T@>Czp=Xm*$hDFUm5sMA=S5e@jr3OGYcF%
z46lq}*CET~1~>RQ6h}mhIaSbMh^_TI4RXfxbkPGaY^HU-=OxjZXiAsW^?h*1Ccf$s
zS+rW&wnp@H71Y&oyq1bXCu<zHHj2+eF55*o&d(k&|86u-nXO;*X_0DV?|FJksK}tm
z@y6yU%5_U<*U77#P?|}|tQ}O|ebk5v)>`Sw(^JB}NZ&w)09h+ap(^4id)aNJtZAfb
zcdFtktf^#F^VAwci9zqwznt>hsNdnrQCNfdQ$Y!T`yX0<3Um<tg%2!B$EeR_PzVJS
zlaW-&Do-|nJkfCv^#%Er&6%_Zv3kJG2+@90SPy$1i0h>bR5B|2*oTs?E#ARRZ!9%V
z&;)Tk#`9b^RK|rOUtcY164}8nHzun)ao-a${@Hkn@Xu?E*b}&P?+TMTB-8McYexE&
z#H1r^1%bq*ahU=9@tIFhL6h#cy=k@ul^|1^Q1DvJmLva4O^y3nNP^yW8?*9xs8qYS
z9AaJj3O9Z@!RJl0?hglFKOsgA3Ho_lq5=Wyh540=K&KE+u>1|}ubb+3Go=5MF&@@P
z*o4sc?ZBS$CML}1AP`+k&zjDyR{uda2~?<?sI4dqBt$DCP*NqIo<8aj%_jGZ&$l2l
z*a}=0Dt=3bcRF@}o@I?Pl8m^gE)@5QWLrq_<a~pD0Bco@v1iR>gSO!<cW+<-p{Tit
zS$)<wEIhh_T;xT%Jk%t|)>lc9s#eOy79V--QlOPaxv^BS<@2$+$xBtv^?32MCiqvF
z45l^q=-hvTLUsd2`$`TF-2b#bPbVzUejm6ud4Khc&b;tGqK^RZR`y13g^D%GhQBRO
z>rL%fUu)~sd#A64F*kOXd-mo896k_eFQ}W#7{OcQ&`J<7y?u>f-cJ%^v1U%FR78hg
zjNOqRozJ}C<*ORY7_F+kA=Q{UOKKuHo{~n@qyR%)%xF{$`BcvDG~f|V>c+Wk+!He^
zk~^!2wLLo@6Y$)ZDa9>o0IcT#36+kcQQ&elC&RoHP%?kj!Ky_lz-!m26`GECS7bG|
z$ow}Po$SB*JF=v{e`EXmF71C-*f$>eqe$cIGnGjWV=*Dlm)_KmJrQe-uRT&zFsZq=
z*Q*b)^q<H;RH;*FZBX>a4iTNa<vrXvDc*?Xu3OlMaF9KL!lcC%ZZ}&aeOG3&L>in+
z;WT0W9J?9T(5&?>URq>Bh)$2WD{+86)@3#ap_yLHL_4!44lYZ8H6Ev8{$dO$tybK|
z2&tvTU|alCFm*Xoi4+{cHJ3=PEGKNw^S?f?KShc{h;k6_zpJggFn$41OzL~ZrmEwY
zRYu$T(((<y9U%<q19{9jp~h3k>?QCL=5EyKB}DmoT>&UMqlHY+;<_45ry$&J<#UiS
z{%SA&z@Gma4MH_d0QxnGsFi@GNUnXku~BN?v{q_|Rp_y6e|0bFn#o&zEjxb+oeHUf
z*w~};`R5}<^;(*tz$yh%5U$19K}d5bcy(8==(5NwYFomNZISH69E0G0)Fj$}+O^xz
zsbR#4Yc)o#{@Y!nRgMG@$u|A!uK!}gSFQgvcz>JML(qmlz9~JX-7Z3GI?WquENosH
ziI?PckzV{LmGiYJDwP{Qq4t44B79u)xK;KdN*_96auiqDk_mLxa?E7NKVt-G*UhrZ
znT#-I+`v@vkUn)7#x6~|HI$0rDkfAT<<rUur4{?!aT{gKpXa*=PaL1c0kaWIz?B0o
zAe-p^XnT!R)*p^9?=!k8@{Vq*#>OmRi?*e1`O6F94R;HJQN4h@#g~U(hF|4&WVfde
z%)tp+sHV-0Ly9EM06c&L2@K``Re|va5u9NDg%hkmJ!2~_idBBuyibxySPfprDfV>N
zM$`BprFo`J@W?G6)DlVmrW(8^o7o|$)-UBJ7PXo);R$bysywulc6Y>>`;<G6JNP|o
z36E1Xju7;%qnw9<Qyv}z&mxXXfggRoPie1V#di)}WLpU<unUqCZr&_WT-x;q_{IUL
zneq|M34BMb6<Q<vgJXVZn|&%|FMg&$^8W0urat0#*MO(<ApbNK{!csiw`3*#XBl#g
zZ}PxVb}<l4QtMlz>siL6W7)ZL*%N}06~=%Xe<Pidlxzan)3mY_sw^|pMO%S@?n7xk
zXx$oL3lr|w)W&3*Hx)5>kZQ8~QODDC?l)!HW=%9G6P&CrkqHhKXQ1upS*BAFdnn@B
zbv7xR*I(VGq`gxrOo4&1K{AM{rv<0cx`4v>CU2)W>Fi3SNwG-$oF=rpbwF~!33B`Q
zocv!wdM}{wIc3@3=E1@&aMUVvx0qA^_4ad0E?b^$LW;3C40Gv)WOMqJaLS*e{N0c|
z-gv2Hf;STV3`fgn-GL1s#jReZ8xpWzg)yWvvu{<@Ft7S3n!LsQ(Gbn2#%b`{$oz#`
zpL674GY($KY|3m;oS;p8q?M>aVVr62*Gm29IaISZl>HU2GC!xi57hap9Jy#$H_;m(
zxSb1HC|52AyYhaXzu5D>NKHln#@F@U-PNw-jkfa(2|)Iw24v5ZEI`o$WKS$2KfzbO
z*zLtzeMV+x_q~x9UKd;Q-ZJ1CpWCdlp{qnl99Fwy=b^8Y<!P|b&2~kf`NFL7!`<C<
zv)z4#B?I)^Z_lRXj~^KA+lA=Enaw$Lrhtxmja;JdVf&Ej=G|;Pby1FIP+hR`{<#5l
z&TeI9*~bsI`BoDJZ{gU0Iqi)*VppW%`XPF&AfTd-j^<dmJKaEf&^~r$z#*&OuV>+D
zRLozcFWv7BE%`MkR)v92lIBRGd$4+<Nj$srR%<-?+?X?Y?;o{GzMXEx4IF6KdX6oJ
zT$&n`|BqtHENdP8SBTrMTZk6AMg!g7)J1$G;eDC->UeD#7XG5;Ovf*U%WLL2X$1+J
z_gk4RQeTtV{=^q^^(+s4(T@fUI*{|qBP<Zq%WoZ^FvG)<hBElmd=k?@X!M6O(hm0<
zqy0c}Crf@+=koP2t=@d53bik94zOpAy-dmRej5#Fir^ZXnVX~w)0q?0Xu%73(EZW#
zP3L_h_Ybp}Dx`i9p)}cSC3?*i7iv~yj4X$-?=pX9;y>ac8fiDF45m_j1#zf_s7ra>
zTVvyu$vIL5nuT~;lx)^E_UXw|b=$Pd2k9Qj<5DASRV6^smzLIJDqVlg+E#x-X}~9?
z#<C{ki~C023{cNAsVc{?Au3pKs_{muFOX_Wx;kAfZ<7fTKfOaW(kd>dy2pu#d^WO9
zlf4q-8H|z!+kG)n1g2j0x3&pJAT77nlwV0s3oKAJV#>zPpR@DPGqAF^5i<N5U*Sk-
z<Qf2x44A99?&0?^kFnApTjh${t+I~G;`2WECaY*W@`bfUBIPWj;FR6>uJ?FVq986&
zHmlijU7TWPHvf!crp1%vdUr|x2JkTIHP^Hs2UiP{s*Eny_GG)K12S|u|5}XvUg?B2
zH=r*oE5B@K|M1&O3}}WbV;Ysk5L@f{>D;w?z%=QxV=xx>%VFtrIqOx*^N!(V@9xrL
z4B!NQwR)x`2qz4fWv;u^k;As`PUYj43jSL{tp0BaG4-#6C=LB3WstQ5Dss(s{uT|D
zT3vQ4c%72`8tl11dLGxsus6vN8&uTeIlue7T~BaAzc?762mw>4euMpajV0;B4&J8Q
z;o?X`W8uU3JBnB$-W=~<!`Ais(h_da$O`rDyStI4zv7|Y@!2JAHoHS-6i)_qGLFih
zw*~?M)9&4Bc9!kUE3>m7$iqTXW?nzPY4E(87YDa`x-<gBGXwpN^Wmf+pnn_=SKjmp
zE!_diI-Y^+)N1s7kxHR!l?@i))fKwDBckAYY=O+8$g%v&WshYzV~LMMs+utxYPFVt
zsSP+TL)MjkUre@d{P<4-0L!cvZVBMjMqsJ4B|d6TnsvSU(w406eKKSIk$}Ge4+PC<
z-3u>01k}W4k1W)QS_OWt%ux9();oxV9smAr&)K1dy0Wr+C+MEJ*?C2X<UzPHOV9OS
z{x(GDzW#jm2=GK-9NKLyRoa{tk<X&k);5P)oDk%acpiCSDUgihJ6TFe8Je#9AL{zd
z2KY6%Ic<*a?9ARC`f2G*ZbrrsBM4dFrW!o*^o!mx(mM&!j>yl&y*H1l!rrzmAkvic
zD3Ce^HLDq~O}a*&5Jc&}>0VG1!#&}YoT6S;U#l%F&>WqU#i_GEOHyt7LI}<ze9o0b
zVRWtSXs%UeEC;`O91BV`4Y%!$X=6x7InO{%;S)DcNU4*Sk2{ln-^Mld$&x{t@Oz+A
zj<Jjwrb>@y#gQ-ale+b=uiI;ylV8HyzS9fFNBcI|Pq6r%4+EBUzsKk3i+)SBU0ra+
zqBlq1E1N6kN;Q(R7oFc33d`~iC5;s-T#_!GMOjz2|I+;A1&z-_K>@X>p*``Bo;L!&
zq8HB?k+6Gvij<vklPgAANzCj0De{dV;A93A=Sc;>hpqPPREM2n2~zGW#q-+?=U;us
zw=Yb){*Tv|n@9ccFCWimb2{$SO0Bbe&BW>1NEBK)eAqyGzB8R2BKLN&xe{o6H(SEs
zv+i`#I@RkM9$cG+rc#;Bi$YnV5#_8F{>?4Wx;k<>vDauU4vvrRRQg4?$Tib%Qz5}8
z^XQ>XpVLxsg7zR~j>4pmw#L*O@OS!~8fE)l!w}4o9WE{=Q^{5?hl57ijdi%GTEI>s
z3RY8lv99sws1Y5(b!=D%0%r*Lc{gC!M&fk#_LnY6Nuq!;0x0@m6D{@K!;ABsnV`^%
zgW@sY*Iq+aT-H|MNT<UYjxF4x{8`g29z97+uXTg~vxN)!FO71b@=s0ZTBB=Eu|Gk_
zW71ww4!$4`59>W`X=)Ouurj!r>Dh^z(=M)SYDx;_a~>}h2P`2>6ns9TMWdrew!yy@
z%7e<njMMh==%8I58|s{o#4>BY9~<T>$9$L>TvM=ao>F{;4up4q4i8HS5P4N985s3u
zbDq$Fm<%BAL(yK$%lOtBnVx@uQ>(LmY`62S&0jHHc<s8aD-Gr_W3n}6kVz_|%^?@%
zJS6LW>4TWmttp9A5g99H>MxCJs!_y4Oh>EICFtwgDS@q+Wpw7v&SydpWKW<J*#ELP
zi(WtRK;a|j1UqKDl8M?(x@tcG>@bbT82`3gK8Yy{IXkOT(Re5!>}fb36DTEl9ir>-
z4E8D?F|4dhK2ltbK`plgQ&`hu+c{4<JOR!Omej#b?)|rbYh?K8W|+^BsmkA1dUVGe
zaWOP?8RZf5i|Sh%Y}Y{}MXSMp6~cQtNNY1gfTlR@JFj|NsJ^eM;4il~=Xr&&ukT)7
zCCM>hbOKz8=MdxQ@wV?ge!>$U(ABk)xD4;?uWkE{ya2WPd~YN_5!ZJ=0i=@cehDeI
z%XU0Da?Q6HG6#+9jtOc)s%Go<!>~9VU;O3_u2#x8da$wA%C%d!lXM;lqEDA9feXD3
zT5y7bt~K->tW;J2Q^n3SB+u;h<I>&5lFRwsdd&HYx`zw5M~a-jcyTGpLuh(^`}w2@
z1z%-Q@>Y7o+6v-Av&(dq=_XUX5M6y0V3ilTJ8lO%18Dgi<ws|Me>Fg#2PP|OmiY)q
zGcoL*t){nm43tN=3fg|#V0z8mc$E+y-qx3=qo#I$=-1BSG^zYQqT&dUG`@G=oqSJD
z{baqImPglLFt@sQ{2&jxc$EiuOawFA-<|`etkOz5M&Q;9hq7_$J}1R)dQ;_PL@Aiw
zbt27i9qE1^59q#EmjoQi`t~D-ERU0P--FNhM;mKOti~c!WwPCO^rl>%qwO8<56F+;
z)|(ACFmOhTN1<D-an#4~6RzKO=oclUGc9mGK07{b=~W+2*s!d2Mwcw1Lp=7h(|vW{
zvzr(lrF*l!kHucjR~y><6M_O>d<eW@8{*)kZ?5!kweq&0BUQo;mC*6n;n+8Nuu9OQ
z8nOv%>M&4!$!`BBS}G~mhb4A`<Ss2M7Z&DL$Elz)LA#mrqFQ1XyjFr|>A!{bu}gu-
zFIV>zAv-%cuyn61dkgCpD>L1X@uTe~FJ?|0zSl?E1IY@`B}Isj?#A9o(LnU{EyM|$
zXp(9?Z_d9PL2?dY)WgBYLgnxu8wm;6`hNRsQiXmbZf!FaOu97}Jngq`(iI)}JQqcz
zi|+D(Zz%7gNWkktfp<5lsVVriubW4_sq1d8g4#quy6=r7bc5KDL1hTvXQ9>{8z&4o
zBvkS@d@hrt7^dK3b)%EAwcG{aZOZ!{<^uMui3u*iP~b2Q3DI+2Zb)jWW{BQ-oTlWt
zyG>0!glbm3TPVD}m~z`vRA#Fg2JE&QrL-iUnNF6>&4DY=w#R%1k8uQFa9b!2`w2LV
z)zk}mo=;o@z_L(htI+e2T7qcNu77Q$_>xciDTl})f*LEO4ZK+(BOHfFP{tqv-kQ&M
zU8y93RPUziNLILJvDfUKxwH!T;TTxgTS|iBq!o_r4{=9EBs1c*DZHu$O1Llm#zQBo
z89#2gVF*2wI<KmcrKGkLZ>tGuwfULPVi{i$l!VdfU|Z5K*0+SKD?z`2y&fLqSs_6F
zBww5@t%Ne0RzL6j;)J5lX9u-L9zkv*->XsyUTz(c$nu&__f5IT`lQ)JM0pLCDCHv~
z+9%e5qmx9PFVu-mC$na&8J5$OhV67LNpBq7P`f`1vKk-@<`q^&D$OyuO^(OGIF!fV
zxxut!os94hSqC~yRe1~$vqd^Q?R{rT+|6vV7=E3EHu3T|RsBa)_?!YF+4~o*D~5%M
zZIYHkYCzqlyG<F+C}G9S$&g`H>qxF$_Q+uvQ40ErU&HzY_tXXHX(Nu9{07oF@lwTj
zW6DqjjdrmnX5ILN?{%mcw`}+gn4q{@RpFiPI2qB)mle`)0IM<bTh(r8dEVJ~=Zf_w
zn7GzYvOcqh@G=;_A_RjGxu_LN4)ge-_Sce1MF^y}-18jWwYViVZPwy!+Ww!KqnIy^
zk__FU#5!2usXUy~y$H|gd>eMUq1vW}yh1ke*GJQJ8y)7&cAg-AZv;7)G($==r6LH@
zANDQqNT4GCeel1TkU;XAPT_yvTKz*P9+4QL{XhxSI>wI=7q=Yi5ttkd;Ec!b>uu#b
ztXJoeHv3LeY#sN`o@6O9raJAJS5_YjG}?8FUCP9Eo68Cbt7OEY*gX8!#EMJD%3HoU
z7ds6}N0mlAG1e=!RtLtmI#Px4HEgvg)`0~!79FEPoBb2$rigIFwT)#3+!$1;kbLMB
zVFXvLL|=NCQXx}qn)1xh{Ld3xLo<fA{mP9vxl~=*pOh91ifa;zjASgG@!<IxhN}XV
zDB>d`D2tp_%?^H4dEuiw(%i5mYu+9Q!U3;``ukgPJ`X&e0^YTPiQ)J|3w_}F4?p}z
zwD?7tyovOlu`8&gGzGLvE_yb4w>-IQ>$q2hs4}pO;M-VhcHYti|0-kVodo7jgY+u>
z(k@WN@M)1)Q|k}X)kMnNbVj)xa>nmN>-FcAIOP^1`5oAsSay??qkHI&a|um*6vuQr
z57Jkc`j6Ud{SH<{=LVHK$z5zbBqxxibHAYVF}*rPuh3m?p$~ac@pc@arjRscYCLzX
zoD4;C?S{>7V+k3`S{;CfU7wl@f+;j$`V+BV)Xu-83W|HaH{E{)+rA%>ij=OB`0SEX
zFYC_elMC`SyE(wYoCBm!5ePWzY-!kHIn&~Ho4cWoZaFnN%&1X$9*M@qJ&MdB>FT|(
z+tGQj*{^OZq<p*7;Gc-x-fRoeKqAH8jBLOf?Y+f>ihEGY(&uwr#tHf*-6&lcCt;Ee
zS<QCpRSdIJxJ|~zdPQmTqjqntC_gK7CNDNX?!q)=XFi<HYSCBCv*<!xS+bmdjC}cz
zIQiv|uA-m&kCgmdJV#(j0d4%l?n5IL3!iaFwdXO#Xh~Y$q^{ByP-C$Zz(rMQ7aJk<
z9I|Y`>yrJ<zYJOr$LcYCuS`+OD<gd+r_--f&iLx+`h6xI)RO(a1o?|nZpK7(DXCqf
zvjhk3@d&L)ExTq7iu-O&7P$tlwQbb1Eb}RX(=T6JgpZtX2QOP|R((T6xzb`b?3wA7
zbMrBH%y^DGBd0!XUtMvi%G@&kgCT$Ph{^vDSAR?k`XUf<_b<OQ&0i9W((n~sF5L!#
zC3Sx<iwR;@;?!MkBE|}vmN`bHq?y9373KL6yOi3OP0wq_00x>}S!Qak983bA@p0yp
z@u8m{y59>_qUh;9qFj_BUR#}vqI_yIzKsJ#Wh<@Wl4+K<v~iC3q-LqS3=EPg+a%07
zc*a^-E4%Z0E^f-kzqj=H+y30wgtoX%@fi8Y`T6{bcNk$LIN@9(J}>4ctDkv1`8FLR
z`zoSeo9&PO^(QLS*c=@J#J~Hce|Xe4TxqaIRO4*I>Xi2l;%t!{YHSsxQttCqeTERu
zd`_B5f4fQblEfTXC?l_bKnhJaUFm4dHyQ}bpo>ffja;V9VdoG{pk$9(dsJZ6cie#m
zG)QPc6a}op@}_pyD>@OwLg9YRD#%Z!`js@#fEK%B%^nYmfW1Iz>CttuxK0)Kc{7I!
zCIVvZeUXzv!dg~k&7PgJ+#e%)0r1Y@<!49hBs~X8gj|xdam;!zZE7*)hS8sR1f2+O
z^?G6VI5Szqgw*V>$elKJ|B?KD#q781{Gau`jbi=B2=F_)zfBHgxSfh}xgeaxFENe2
zE6MD+bRp=Y6$3aDY<BG@js64Dz)OM0QAH$@b<iLM!p4H|5x0JHamxxOXNS5S*A1lm
zL}ybc0cz@P#N*FLZ;f#kM=|NloDhpl8RVexxYki3T(d=K%hX_)VQ@yFJ=ek$_NQwp
zO>ALVj0uBl4u^00dFF39m0Z;#xa1PdKKtWj8tmYBfR?jqhd+E?7v#+GB~i&QCp6Uv
zVX@_ZZIpU+F*<KIqb{<2k!X)hlx`50RH{F9Lc>D5p{gRA8LaLsvV77zLIkPt;|o0g
z1bAv-cwwW(f3X#>$lckkybX^A{w+BDQaIQaavWf;BkADNz464YkW}MHNb`J(RIk)$
zyR5XNb4wAd^2$|Vo)QQWl$AKcjZ=)~$cLMb6SOCE_r3}xBAxoQB|^jN4}WYTBAFja
zEY8VrKNm8>CbMx|jgwoR(EUy^>Wqd;Zw;{vwK9%$G_U);!nu0F4Wm*grCE=KeaF~>
z{@RGety6K0ofh9APi{ckG@dc1%5ri6uaOmKm@Q)l!*Et>d;8^0iZfC|fsa*fT7+s7
zQ<Z&IFq&B`T?#Ew|6vjSA9CnhNYcNJ6TfN%#z3T6B4;B6l_2kBg1d>*GKjh(ko`N!
zyKB+3(8}w<my$(T0#PO9<<G)g7{5#yZ-w*ODol43@6bsQy?O0FFQ0)&(<vt@Y+S}6
zV^6F$NxfFaZp2z0;UxAbb%N4@BhEQ$_W8J46}c$oC==5#yifgfx&tijijE7Oa`G5h
z0~sSN*M(F-3A$fS67n)=Xr+fB5frDGV?_5bazC{^a4hf&Izvmy>AB0<$ex}6gT<VG
zI_x!U&~&4Ps(M;0x*F&s6J8k(OZWW$&vHQ5j;VbgBjYo;8Mh51pagERrfG1F*~Qt%
zpNg&e8ZG{!>BowMeHS=dwp8jyvrRfHZ(t%F5hPZ}_IYdmg4<DR>Og#Pyw$4zfX_G0
z^{~{O?sgZa&)PU+iXfU{PL9TdgP)wLR+abzlL;aO|BwXky8oDt@#pg|nt3%0%FcfI
zLHwdpf<i3&r-}SxE9_9Wi|T}wd<1M_nQ#qMwj!6dW|5(^0y70SAE`&>F|MMp9i|m-
zb68g_EZ8{Jl+)GK@2yEe18AGXeJ3l*oC9tK?mJeV5rn2wWnj5=c9R%<6uWidzx$z@
z%S#s7E(j#Pf5!ViLPXhr%1s)6Y$9TEZH-^`E0Nvh;$@w9k?Wk}H_95qGgTZQ50M$e
z@f3@@3fZSm2-q|mz9BA0n?@Q~y-O)lNm2qz?elb6D%w0EHcP*W7)C?7x!nY-`UwZ}
z?~{7E*UHV+0NI(@+<-NquVnJ5FQz!A*mK#XHo=*NF@O&tTHc`zWb%Lur}$Kq;?}t0
zs;jR$E6kfm3=SS5c4yho+1S?YjBsXLGymq8u;6AxjupRXr=EMG)D7k$`Hmv1J~)*;
z!puxp!$G(UUI)5|rqw6;`)AqNGe!mE)U-R)1+V2S?YK`HDwyLSj!X?57YeTEA&6DF
zbV;CqSSUC_kczheB!~OAjrjK4_l5UAJM&jc3r)0+@vx8lC9b87N5%*Qppj7|ibW3B
z27#mKn8ds_=#WeWl}FY4Ey%?S>@x`iE2QXuXksf`>aVlAF&MN7TcNgTzYBHApen9b
z`(K2;by$^Kzx}OSMO2VZ=}yT-htl1h(hbrLA|Z{74gu-zZlxRP21%u*8-5ee{p|gm
zbKdv5{7aSyYu)#}=lqT_J|i?NxRg4-5A2kiu#vfhz03K<DFhecHU7e8WzTkQuI!T!
zs(xb2T3JmXt-=scK%zKYp&xD~m`O6?*XH{v3KyOzFwgRB2%kpG+Zu=deKd3kcd6bn
zX&Pdd<|DJ%m0y<m)M@5IX#!|ZP16!$REsF21G6JcYV<so^J_Xv^?NR7->YzEQq*C~
zbF}!HyCr<-@Q=Q_!~mBDTkNg822Sg}um}#ntyFg#NnMt)`xd`VenOnYaBuX#Ip`p;
z=bDb}S6`EqeT^IyOW?^NHW1W6l8}2U*>G<$8|<P5(9QgQ{18rFP!2-%-AhDcagVRA
zD<ndR5}Qr`XkX$~#jsGM^0A|;XK_-@Qz{^>QEHUn{Ui$u<7hU*xsoDey%ngWjZto+
zX62tdHzC~@A_g?`Tu4{r45#8^7Pt}o;!DEPY5n@skPWmD4mo_W=6k%2)7bbbi+M0(
z5gFy*R!oh^ybfvRxS5Z+9nvCX{acEKj5&vv<zt64iyWhJ)tt!{<n`&I;h+7{5pN!i
z1ofB?R^L_r-pAZ+oMUA2!4b+BhHuHGx(P)OmMd>Kj6(XJE(=CaXP?;NWBxz`W-ol_
z79TgEQCty8F|v>L-QMQG+Eh<tAEJteIo?~%L3eca^Gkn=D<5Vo=SPV?6y~OgCr7b3
zFP6sWNBoeCVKl2RtPPu=tx%RG%!*VR?TUU24rwKT2)LB8j!6{nBcF>jkA?b&7pC^S
z^_6Hrvo?sUmcWQp>cl@;A<kgf)Ma?s8Rh?ZEZ+ZXy$;`=p#aSA*ra)!4{xE9u}Plt
zr(g-{Jc-<MGox2$Q0wK8_xf+`*JR0M2O<qozxnG-D5VQ(Pq!$nIUoS1naCH{|Mt=R
z567ME0(bK!O4@-%gg&aOc<jbo3+c1cmnPaI{7Ph9=6$5Ol9fl$PGr{~^orph?bm!V
z*Pg_szkK;+A5j{1K_ddQ8--)Y$Fx?7F1UMLa7HtFh~oWZ_m{H5kFOci+b|;nIQW#h
z4?c+!GQ9Pr!`ew-<Hd(^hNE(tMZW8f^qCs*5rR<lS4=&LX#Y5}*L*x|H0`G8s>>wt
zB}dkv2l_5ijF+|wj>93O24e$}(fiwWX@WOuUpIr~rzm<J*u#2Egilg(18e+Q798>%
zxH)PCt0%Eb+wp-ax2`*<k`kd<_uD<;-`-Ckpa0pP-yJn?+&73!VnU)Dhgn1h5zSYU
zxkQqD@{*gfTCF9cTtk`CD64~JTf}QP`zjSYz1y+HN`WF4X?~JoDH1k}CN&+oQ9snu
zXceRlG;sE-jRpD8-jewwF+n4x%3#vBvI@47h$UWdkB>wcWY4iobGXPg#8tNCzzC1l
zm~h0_JYSpalvhz$PyZNY8qCm_)jvVQ58s&du=GJV>TXryUt$=P_YIUY@VUvK^-`l1
z%XQ+)YwASseZu;Sre~DBF+M1OgdYpYqHEE$RFXg1J_OPH=V<+9qx)C#B>6}t{
z9)lYoO{6QV(XU8I>`@>-FCMYw86Gbj?`vFDJbWpQHMM*b`ffLp*OinHQH5xsB4Rc{
z`EZ|9v3kZ0(am(Jo405lNOPtee#q!N`6AcWlKwI@dpMRzkb3BSzkhInX<kfI2D^2L
zZrxg<M#vs1$~bq&f~^0FB#r;k5XC&xf>Bx$Hs2&NHx(S4LQ&0Unh3#U*?IENu!9}_
zV>wHw98&kkJik91-!mM<c5QsHti9_0?RL}39{9Iy<;K(JFI$;8XLv{`&Cu-?Y$F-c
z70ZCAf40Xdc~5#<5=eiq1=8aa`>ssF3yjOo6ocRd%~~;g#{DDTVVAUBG0A54ejcpL
z^n_D|({U~!Nx%Nw!SnQ-ZBQY)BO0m<kq(A?NuK&coVR(5nqYE($;NweSCh1|oL_#L
zY7@pjLAIg~{n#VoyjkExl<xA)5<3ABxo~g1`7oE*T<a9hGj)`j@e%UNnUb4B%DZ2>
zjf40ET5cwD>Q;2QY84Df($NU(>;NBA^TVyp`ao|wD|tKKZLEM+F)A6~^|)ZZ>i~@2
zxR0AZ)!4>ZOqS{aa!8@(R7}h<4y)yf&u)wQ)HjfZPx92+2JsG7tGSY<!V<HXAs~b=
zb>OjsoVvIm>@DA`+}PNE{-8|wN5A@HB%`Ot=*6jGQ9a9bKj+Jxsfq>~xe8PHTJ_T(
zBdj-}d8dn@$7qm*s&VtVtGVE|Fy7s<zNXr2&nA8qXh&w_<(GMF<)F>%$@(P#ZOG&~
z-KK5gYVvGi+^W1$9)R?nQr0_<AIIW2*L|yeySA5f;GqYxKSNizT-p9{r+jnU|Jb36
z5mYLe5)c4kG3V(%3^(Z1UfQ6il>0sq?g>(nh+z_Kj{^8V9MRJBs;eqC=<kwWe>xLV
z9Bnr%s{3(uUbq9eF7h`&lKYOfHd!jP<#CehQEXt!2Xyq+qU@<^r>-;bMNP$uwfK#l
z>*<F1t<k)o8Jt_A{)Jqf#qpA~6nU!lyhm61a2WN*TnR`329SrHv}h`~>h|YP_JGJx
z6wRF&Zc_EGG+;^-f%^g*Nz-PxmG^or9z~j~RK4nXMn)S*%r!1AMqFQgfxkS9y5U(|
zZ@bj0LT5p8CdB_{>OJdOy9b7%Hz`N(rlbi+YVYwb;h#<0U!FP4H@Xk(?3@)jWZk`i
zB{awHt|3+fr7NSiV*BJE@neWI9sWdFsm(nkTJ_4;+k!w$$De2!c*(o>a|6gnKzGuz
zJ{@1FazBs0+{3^?9-OJ^iJ?_b7IQlpWL@7_0x!_m-IBKxti1*@Ez%&kV#@o19?9sR
z1`?Sms2B)@WnYE9DRf^ZCn{`z#_*0d7mhPu!HoIaJ_^xTz5tr+tB7<Q#E@`$cTYJi
zk}*s{C8AjfmQaZCv|u`N$U_C}54p5ezD()X$180p7)ahPMt*giJ|B?zxU3$KXC1Kb
zlPZlu!s5>OCe^HV;iQyl1taoTQ`D~2aN%%An@%m0v1Qca5z%tKMJReAeEcJFD`WpK
zj_u+W>NEcq%irN*D}#)U-{QZsGu<KE2Es1L5&Qofkq^s2*NsKs&L5W*KGHrIoN}Dk
zRA4B-5p64i{Tn^j8T2QocvygPm_xK9aqVO*s6A$rf8)<~dXiAq>tih}iRl=5lozG=
zA|Tsr{5g&LVSHcVMpPs!o{b2(-X##dX_L1}Qd?k-O-ZM}rMQE*PNj>U#Xga@Ivt48
z3E~$N6wZ+~HQylKfMIWUxh_w6e4-L!NrO)&KOlI1Or5}PwpKRKr`nL2S?S>T;dvVx
z|G5;$<pfGQoLQ1H$V`p!;&POm8Q9*)X@ggn@O?pcn=(VDP$Hr!?Qw#;Z@th~%6EoG
zh*WT?-vd}z>Q&qEOh%_4o++aYMk%|wzw*3NYRS!&yk#D}@H{xqYz1-2;rVl?Ggo{d
zwl4#*eY8+hmWn&>!W?F%P*aCGp?@F@VsNBMQslh4`aeYY)sw(y1Nh`+kOl#^?D`+R
z7{R#gHZnS|wSbDCS{B27wai)6(D<fn$o|@CxjmJyO)=|m#bK)|lZe&>&77b&l-W;M
zK5|gxl#x*zdA#%f5CS93SnmU;%M#O!)-Uqv+vH=`z}SNhr7V0Q&nw0N)iK~9lj2J<
zHjz+_Tz+;b@;ZslI(MWkK%AV3@IsVIFg+s92>H9pB2Dp2vW-Y<N4@pN<$xAK`H9Ad
zAM-m^I-X$RO&S!MH_P;;Uw%8lCuA3OY!K7ptc;z1_*QCHK`_8PintP)m3mGhrPzH2
z8hggS^q4H;)q3A>i8K8&eLj+ll-G)N9h*(W2ZSy6wd>&d2BYhapz)&oDK?P5rY<}i
zw(@kh9)GzN&{!QaHnt6fHKX8KVC2v%8F;Q{u<`}OhnLzFufBgkP*5J9^Stf>fww?G
z%i$}Q>!ylI=<o=>-1Yu~Oq%Dil+~>f2DZ64kO$nI=~vfp2dA{>xa_-z4(G4GdLPf9
z&jPqxrnxlF)e^YEaM^V~lV)P^Ki_a)f;YN8_z?!wmt!gJ!=K=??AP2#@H)QT{Z2%?
ze!0FVw{=>1cfNCODXVjpI|`BJWhy&Wc6RO`B<@jnv1C6=Ck9T6>O$775Co>T^?%**
z0%3kmrtLe=b3y%+Ty-qf9)XBCVJe7T_n`nA(bhUMogWcxlUwl3zM@&&G-vb66$Fx5
z*jNJoL?NxjraeZI1;P^Lj}0fT5`bW%Rd*<F4Es-bcEw1~TP4c8J*mN7KtW9nH6QlD
zT{c%D-e$Tw!n5-2V0<(q2($7DB>e!w5%S;>uIm8Tk0VN>`MEQdYLAwzo2=UtBs4U%
z^yRea${mx8&TY-}fNZb|_XU|BYx<<1^~4@1%4w16gn5S`VT&4<3w)BmDh;m@Vs|*x
zq0jg@q;IVs2RAC>zmi^uX68qZ>R!kOk$C*`$=9qr*$^t%7*zXOvT52=6<#vAJ%thj
ziB2*-In-QqD7Nf$v?>3QEDnRAhmc{lcDzhTyU$!y0G}S8Qarg_Y%mL%0}EO3jLLkB
z(d*3O2aDqCy)Kc}BHVo|5p$yp;=9K6$+0+3+jfUpddtz)Vxkp@(Rw<|7iln876mTI
z+6_`gvG7j6<O!izzE0Xg1_TAo++3DI)$=uAi|CS1Sa$|Az)>M0K+iGORud4Q6yLU(
zKJJaJH~?w);-z6bxo8?yX#sveoOo=2m9W>S+8z$$(c-l8AL(~<5K+$0Crh<VuA8u<
z+bFl3jRs$0((g=3^|^G0hV%t7-#Kd=G2LeniCnf%+4rK7Q0baVKU1m)79}!<`{SMe
zm<Glglc0J)>O-T>vzSg|({Z9Q07^FUAk#pvu?aN<G96QtO_r(`iicAzVte~6^WU9$
zaQ(leWCs$?mg{WiwN+JO9amPgeck~rI-<^Trx;`i)h%693zM2iYyK@qpU|+ht!3eE
zupRlWPl4Cemq4YV;CWzmIZw_tkjG{EDx&7+T2_b+jw}D+n7Y+@)&No8tz-KOhJit%
zhs`jn|Ib4ce2w$V^B;{(Hal~*iFHQ}yiM!v_`Gh%4RlC@j)fOzDGg2jG1G;b3w=%X
zpR?&b0s9F<>tI@0%iZ(Rui*S>luo1iY}-|<dT+f6aPO?Xf58Ko!l06}e}r2fD{I>h
z^s0(GZqK|3Bd;=_++7s6rE5Is_kE`PW2Nl|E|*Ef?dotkcL>yevm(0cv-rAEqWzbR
z2ZbOzyL|H!F_iHD|GNO}S`kwBr13ilpRy#>%%|0TxmYM0UDP#%eqj$Ss5)Mbj_BcN
zK(d$XXk-IXOXKB5{bruBN9k74kEZYI0%CgJ;o<)KexwTQ6+eij<XOgGpY1s#8Riqa
zJ3M{nBxaprlPR`$8bFPtZc?;L*|lUuI55{Cx3_h+if@sCZ=0~}5_R9fej++so&z{Z
zk(2nlA4Mic@i2zNC|kdE@V8<Xx;Tj)hc(Ej-p5X%$18<1^Xb6l)ldjGGwjt$H1gbi
zvme5Wadi~x2~pK#l?5KDOGuV9$JWFE53B85PVSV`urz*7&g4t#WSjP%8-?6y*%XI=
zU141QSiA16|1pQL(MA&P&*5Nx9F&~sc=0nO9dF<0ifJjyHQB1BlT}{uI}I2Kf0mTM
z)MnQ``GTSSX}|xV4P1=J<B&-E9j6%vZ@SvI=8lPE5&kgn>xV_;9$Z^}f<=uSHy`M9
z<<|B@$ufYyNyc%h)fo#5{P+Y}rPia;^02=G{(>s=xf0ibtD&Jqt%ll9^oA3WOhQ?y
z()9g28$RIK?Yc7R%w+fyNl?fnC|#rvc67eqLm;Id`_zAwWZ9-IOwwL$js4N)xlfP0
z`C&&S|Kf*t#ws(4p@Mv1#KXiliubML#7a~>mb4qcS(kd9PM85ciivOg8I^~5_nUNc
z?TcR6IA+JDSSJ%Qw-B*zJchXGGT<R-SjVxp!sShePYpkFX$hu}y9)kT_wMOo%Ai^K
zD~Z*;HVs;BS~(I%RE*sY<hDoMaa6R+<b@5{>4|FTY=%il?FtR4nR*F^YC@Em^~`o*
z79(7HS832P?0O;6kab_W<c(#h%pCbhX8VcBp1H?qakNO0tTW0|U-40C<WeYS>LC&P
zo7GRF(bZY(G;JLLC`<3FMI@sz?R(PK5LVUi|CT6jlk$it-;r=dQ2wdPw7vnyb6pQ~
zWP7tDuE*yy;Zag~_7qVfD-2*9poE)7q&XSO(M}OUNJ#Xt*=)(|1&9=w!c2FF{&MOC
zEXKq<^k*_%P0{z2!rL8<^gpU7Mh_8;FvEv%Wk^XvhhjN)+Xd6qNC?;Up{@_=c@|C(
zd)Pv!g4uYV?f!MO#Hea)9KfteEu%g3u|p$JMFkxzc6_-0V}t_Jul~<#((9us&er~_
z`KN*3BaZTvhHUz);mM{4eVWGvCLs;uDX(YUcMbgoHLN2D1bOtFX{lZy5HQpcQd&ky
zBpL;AW|1v320_i-c3vt<=AB?_1kdvSgafljAAfYNmRB&hL(0EHXc%Tbs(&&KH_--I
z2AL4UWEBGKPvuZ-TJf|&MiHEvGz6raLbV~ZaeL>dwjtqS3Lz{}7UO7g6nbxD34Lv7
z3_ZvKVUsP%CL*YR%H21M?5yRZH5gIr{!)LMJ5gFK(n%&6)!kWs%IDf8S>;<lDv2%S
zO&w3DS?LTT+4?3!B*~x8yj+DE-NQtX$X7Lgr2|k>!;=Ul&(mu#f?5;GosgW{7`)2+
z<vCM4P|>I3`z@RE)sAH!A3xY<c#OCUojjJC+%^^nd&*GfmElzQ)q(+)WGU1bV?(yE
z8UbV|X<GZZyw~oXx!m`%7(VzuoJw*#s?Y_RFwZ|VVMK2%oufaq+#9)z56;kMl3a*H
zP!(oLCZOL&Mik0pU->aR0FFnOMeKf-Sdu*X(1@u4yy#k37COUPyuaJenURJFPHNxi
zUT(%U>*3~V^;S8RnOPsZXQ;x=YbAcWiL~8IQK-3opAw%rw}fv!ZF7i%Cr^*b<QiQU
zHfdUm|CH?(8<rUonaII6&_z;mni_n7-KR&Eo$7CaZ1b!|Sxn_Z*{WBmfhgd`{wn)n
zJv!O2L;8!XaQ=9Uc=(p(L(*-u`}x7RicRa{wWhU!D+WC;GTFt62#OoDO=63MpTjqc
zjl@7{=!TEB&L}?HVJ2EYics!8`nS<tf4?7hSzjk+05m6r(TOdU4yLKwdTz>t2sMGc
z)*U|95_>uf(aM3_GePb#rji|BhXkF*@xHUUOfF~<zeI{?N0jB4>l&u8d-cQ_eI(48
zuS1qbvdvr&+KPT1Krz2S$skU-=rrRfW^1S#NDh&_AH5CF$Pl8@Jb{(&_<8*z26a_S
zG%O*RbR@E!B<8iKj)DgFxwW+ysV}8wvm!P=3T+ilp{p*snGjZ@-+^WYiNqBF&e_2W
zrJ$4QU#cwvJ+!h<B20b?yiY||-nFw6SwH7{_qK=xsYJs8CZvpvQ~o|Gl&4%l4p)y4
zwhK&od|>N&p#PfK5yCJvZ~kkDi&-y|?5=yCB#om3JLS0;ubb{WqGhVm4E@)SkK8p&
zQN$_BkD0GAgPt^`whwm5HA%Swi1oW#M*YIzfwdCDU-%5AI=ys~rUDu72O##3)vM)K
za&iY3C!R-t4cJ+&*i@FsKHBr!n(PP~$#KvQ;qqWSZjVrMMjo@u&{0b|$-tENjXc#*
z7WLJrGee_%Dox(xWAOH=vzUht=b+Lf=c5QN*fI(t$u%c*=WTe+*@!(Z2a$|TrKgXE
zKbX+D2QWD|Nj71{=L!1YuGaNPN5F;Q=sl)E5*jrg3No>)%(YQRu~GfWJ{dQZNG4CC
zElS3Go7s5f59VA)|6VqFVaxtyh|&EHiFbbw?=!>}DLv<Vo*XvWU>CNG1&7PG9)Bx$
zdguMz#aZ;?cc<XG%#NHOM1~4-S4cq#2`|YN8{$yoU9e9hfgbBd3rS^wv?29-M2jB&
zcuFUUl^2b(Izh=4D~FSkYw!GRVodFH(qXhAVr#@HM6JMmM2WAR2*w&W;AO{In1GQ#
zb=%w;b-UzKQ-`AruVS)^g44m|*Xln9%$R2ZZxB%l*V+I-vavM8(t1DaQM^jWV?6D#
ze4cMU>PDCb?eP)K8_ZUMw~0s}%zPw6{F@^>04Utfbp5@`B>t=p0Z7h5Vetn`ID3kA
zH7+?h5hgnN#!8Z%@}vD!S_6&8dx5HAUZy3hj}3824v9Is-o?Kbc@dtjVoS=sJrac~
z>!6C1BPtr}!Dgy}O@x3_`E&U%zdqyM1zk67Covvg$!Ha(<Jf6c4WVtt7pon*A-G7q
z@rkjej!KOa5aHOuHU)P9t(49$K~C#k_U;#NDyr$l4&;Uf^KA_xG&L<^70h$Eg|t>*
z`_N)}6_lR_AoOl6O4xUswn+vHvXBu*iy}6m1FywTvI~J$G|Z6gWrjnfwJD#$0{OYy
zQ6Y#P-p;NG$>9Fm&v5(X{H^VPm^{9hQQ7`8-yCn`W>b-M5!{MPz9)ul$1f^V%Ti4X
zpy`9?Vo+pxVlqiT6%VfRSU%~eN5Llyle+N}TnYF?u^$^$b1%c~3L<vJeLqR$?gYDV
zLA~rTm5JXkQ_kp0QpLePp0rK(joqaTs?muq*i3BCmPjw=if&8LQ84QcrL%gJukI56
zZm8P<l1TUpM{yFX*F_MeR9ehFwHN~xi@DIZn>^&01cAarJusW?^^A8&Jz{KOji|F5
zSKl_ZG2dZn%gc?(cw4QkdZyTeg-iz*4s8Lj8W8Z^MP`E@8^!(C8UQZ+up%$|S58^?
ziVft%3$?{g;ne3H-8MrFY(|I5dyDT`&iS_msjP{o#(jvEN@*F7i`x^#(D(>)*JWYw
z^-_eM{*xi=!dgDq0%97HCa7~x@Law}d6cF7Fp7Qzqs-WSkAkd?=@p2HbdyYVsgvGz
zE@G2nrS~HVX_(4zbRc(V7{Am|#El@&z$ZE(8U87f^U<fRo>{z>*%31bUv@eLs`TUp
zmr}gZVokZHh+;6Ub*_yjgS?|5wVXBnfgO(#HZ2^#ZCeKZU-D?kQ*wC}AILpEwrwd}
z_z4^OzPM5SAA_gfEhphm2wInqftaf^OXBhAHrPnqE4b6NFz?<98CcXBG2ydC*c=2p
zU8Pi0oG_oZ_^x8%EZ`6$U2`;GJl=aS&nd5bl+t4`ByUnm>NpBz6j90&lFm>t3(|X8
zWd`S+16?g;BK4l+;3Mp9jb@M^kMeTPSX0|bAV}pZL93kQ(rOKldaKN9%`B0U<X(*z
zFWAOlZC_0`n!Vdw%ctC>n8w#-Zgxa^`SI&T^N%b_%KCYnv{nZ9*Lp%!I^l1y-g3e@
zIW&?c&c*)7m~pg~&|K3cZ~L_t_H`}Um;N>$n2ZEs!>{{a^DF=}+GJrOKJyYSg>
zsPJzYhY-dL><CtctMmkv1qSce#@~zLYc&Wi$}W*s2r_<{Oy=4Z{8{#rQu5FTIoO%L
zo1zZ*+T3t07PP4b?lV1z6r>@HUzt(}84G2l*+!?@LJh;xWxz9IjxNHcLbq9x5kKp$
zRGx)s5)v9>vrs~qb3HEwOe!T76?5K&<Q%0tUl@~&JP;As)lZ3kjk>$1`qcJ*6ijes
zbz|^qDmI32qb!ojC@POyZI~FjB2%V(PEAAl^}9ievC*01ldZO}hnk{LjxGA{E}`3@
zeetG^6*l}P_<Ha?X`Gbzmm4*7L+;Q7H_Q7!O+Np;>E(d&p+1X9Sfl1(z2XS!rgCDO
zAKMz1bC17?GP)=djzm+C0ZNb))@ijuj8wx1PpFxODMTCGkJ~4VsDMT}OfV`%w;lMc
z+|b9cV-?=^smfEjMfxbO_EEa6#3&~`gf&W=Us~}B8FF1hSD5W62!^rr-A?QFBKurP
z{0^}PP|mzuLavv%;YMD#{2_aU#Nn)D`4NsV&ZlfJaeiEMz3g(tFoVX`kzDaw*dQmK
z$IjIIW#|K%!97yLkJu{5^nnz#5g4T4Gk*Kl`_|pcaN}-W{^Lx$G1n2oXr)d5-W8KU
zh$VQHX!(8Sm(iT~OepQNo8@}LI7Ddm<@AxBFeK8ZrDM~$r7K8qWRu3Ve0uxKTGQ~g
z(U?EuK9z|lsVAGM22{a3;*APNLl;V$d3mgEv_G=0cKEugNFd6OcvRy`#Mh+{)yw6n
zT4Fn5+u!z+$byXWfc^>U_v3~GzB1pL7}57DIaSQqvU>7xJf3^ChE;z_tL4YZ;qb~T
zPTJF60x*P-WZJ4$ih^0ducls+aG>zoywa^4$;6J_ijKH%VcTw<?=#X~rk>ICyj||1
zIxS;X+&Qp5W8W6H+qe_F5j+oc!6GO8PkK-@Ju%mWk;LQktK0kiHU;K$bH7UmccSFJ
zhzJ)3*af)nT?pyaG+2G63~A@t_ziJb-tMU{y9-~##*Cnf*5$NQ<lO(*_l84`l3LO<
zJ*sz5A=WK$3)|N^Npy+aH#6GhNbs7-2C^u=5<&T;6hED!e2Y<5^Fn_uJvR^m(q3jF
z>=sowkUN?!qzW(hvakk?Liq#nl9f0+5!3V0pX>(mBVYO(%X8LWj~UAw9KRte(NJ2S
zNM$X4H)M&an6^x2pkYUNFS^Rky0yB?NGNp^8@f;-`0E#qIUtn1^7|4@e~z<xeq(nn
ze|mQwxc#kv@BepMiJAR+A%jOw!B;HA@X5=Jl*5Fu<V<~G59$u#Jml1b#a^WI$I99+
z5clV*!YyXv=f*(h&{N^0VU_oAMqf&Gs^CPJBo|_Jcf@W!<Fg@p{~6|Ih8xpft0?Q&
z@~V`QZl;Gi{c7b~2YlRS=2ZelZ)r1WBK|_b%42aC1UpwYqQ-I`aT@_ltrRzF$v~2j
zt4>)2|Hx$@J)!Kn4=;Ra4WocbK$F{|?bbU9R_a^pK`Q~A{GUzA?Qg;-!8Qi_H`u0}
zsab<7yb^MsYPw!iGE&o<LIGTu_>Z|Tb0`@LB%lkTA#<8?i^jpFdC!6=S<L!%BF(Vh
zSJXBuil2F@=Kf+MBN{Mli>6^3S}FJBG~{PYMDi_0qIQ2$5+*Z{>YA<mf!b0mw7zgU
zG=G@F?|7lRolY(c|4TaT*DV*pKHk+y`}(2cURZcX5=k0s=fcy9H^DOrq)s$0zYpiP
zl8FD4p5R|^{ve_5jwZ2SGj{hH;Gm(GObHd@&Iov)8~t(2KhB@G>(ho0G!c~%tHT3J
zEV6AjO3R<I%|0rUWEZa8KNHy+E`y43pOE`f1U@4;+UT2zEfWGt{8>P$nRUvWsoL&f
z0)q@bqlBYRuN>$Tv)L?slVnlX`D<xj=*SpsEIu$w5ynzXyP=cpZEzTlQztKl(0E4-
z42bh7hLFwt)j0dH7dE3Q&jsDw`aCM$En3*NXRoy%ri9!eYiLIO_g?AFAKK<UZv5|$
z=jMdjG5@MFIunxD&A7bw)pqYhw~<)^#cWjqH*Noo{CZ@l>JVXYhXC3}uMnX({>*`%
z8a5Q&%uw^av0$y^1JBc8gzs@z3neE3J-$bT?~F-b=u!trk!3O~wlhS>Kl`wfGf$lx
zypM_=piCu`F5yiae9t%V!<q|oBI(>0WL<^~9XV$V^ku=k&}X%wv^%b1NWv&=m+u6&
zD{j3zh!I>)WN0Y>T?Oux-*hpp`j7R(PBQ;K9D)6E^2jS=xn^t9Fz4KDer)nXzDz@r
zNn{k4C$ljxV++EG_=QcU5<PgCIkFkzvdIGTyCS7b1-z@(4TuOx&FU4tfFpIELFbTS
z5UYe*CRSCrB}{;9Jr&c><wltF+-Q6L$q*)FA9hy8K|5%c*8cZE-%(m~qrw<U@jh%>
zFaJ{N0SFU_npX=c<O<=sHkBgvbTs-rbl^vyojBQk7uMMjnIO|}x0nA4?*3b~=_3nW
zBiD6-BM%V7DS;pkU~{$?#ehot)mqK9^I%BacHYHRXEawbz$w*Drf5l6`IBpZKmqDx
zgX^_taw5d+s5In-+3{w<##DwokYB7kmZ-g94u@8+4~8{w!PZl^VCzH9t>39TpKoU6
zDTE%w1J?{dpw5gueWui>UA!JOzB=#RQB~()QAE49lzin5P{-P+aZNT?7g0rxEZ5iD
z)%8FbEbRoj)p@rb-i`Gp|L-L^hUb9k3^cIs3G-~bdsdzWpWh`QC=^Vgn%_mUMZBAM
z_u7HjDlQ&Wc-e0P=(cPCTkTf7PIp{iZnM&UgUEKgx|)tBLTKP{+};C&Mzh8n#r%0d
z+vcNZxmPyFw$#c>*Q<`wv#00ODp!tkmp_e~PCjhZ3gZo4zu%X}X2~yFnlKwP_c*M0
z1PFgt>nJ;$Qw`Tfyr-V|Be{wR{>C6RY+1L`Tz+(G2k?pgSb#KUIlX@(4>H8#Ra!SB
zX@$ksCoPZRHtpA{uIRzLiom164W_B9f|VB2m#q<2D1+B?9$i3)_EcJ4hCYBfsNPg}
z>`!Vq@J3J$!PJ_IY-()WE#$o#x1TLacIh4P*n>Z}wHWbVcpwaie=>@KaJ?Xj&~P$T
z54g&ktwlI<Zu~h|3!nFrDif37=!Nvx^wpkPD92#2rc4F`6n*Q8KK3(l{vP}H+%F$4
z^O4E6X8$VhO^RNnsN;B)pAvpgD}M4zHgSc|*Uy8&3Op}$Dci9x2&`TUnUpD1oqdDu
zEwu=?@#wA_^8bbXr6GFl;{%Gg5PRe&quE7jvCUkU^3+=9RTg-TtZS6HvI7gU4h0YC
zn(fj{nv12SqG{(pO4MGSM?pf~Q+7W-%Ff532cC&igAMryI>U*!lcn~_7+Cq}YpSa3
zZ^7jOh}hEbJ~`0EwwNDQAV3N(6W;pW7j7c^GYn}TKG}}#UV9j>@*^~PEIvW&(>4`>
z_gPut9-7T5#s`U2e`Z44Xp_Iy?#`lG`>j_3FLKT71^sY%@~wIVD_NvJaXMllg>bKB
zzkkoQrEdsCmn)FGqE@n;sVZtr*R-Z8X>2U1b)iOzLfDMk{(}I2vJ@ImzfG~FOr6Jq
z3`Om^nUL$ak*+1F7Ubt<4t!`KGi9+NPX)a?l_P%q2$!3AxSU5U@IHCt<_?-g>FK{d
z@^hR{N73EZnk=+Eo5a=;|A)4n?-4tK=KN!yD5`Imu5Q`P^>|cK>A86dPJ#OIBwVRp
z7Tv{Tx&KrAmiR4xXOP~cVedWE0qD!<qKWDXhw)D})I1v1e*T5^iyIHl@PP>4N3CQ&
zQENZ`iM@wcqdM^BE9F<F(2~p)yEE6Ifb4;k*{LX07Sh68U?%~!5Our4o>pS{1+(0j
z4Q<2o>Ht%Xbcd-HoO)UYL1eTKhAW^%V!&~yxpF1*^05}>68WS^7=pwYjY%oKC`8WW
z8UOwsFPth=!`LXDrM0KoAw$J4(Nvj*7=<@~GD*aiO?lHS_`FzDozlB4z7R|GNe_;c
zogC-k$M%iW<6RC}zJ{+SYw(*|gxeyaZI?q_hoRj#<Ng$M+5&Ke^I2}Fc;+eoGV|}l
zjpr_M0rLGcGfYniq2X73kw=O+G7($Q%<;VTRR=HkbfnG2E*i!s-o`_VvH^g2_B`V)
z^Zz+xD@Aa|2cuYFs<)o}dW9R*hi!I3y`MhY1EOJHe8c80`MmSiAwo2O?gI|9j6y7(
zRj@w~c%unmKPVs69C)@TyRZKI>g|Fw*gM%%2qZ1gjH6D?n7@;Okqj6cdN2svf&yiR
zv<-W?yq0DaBDR$l^ZPvsS+#|nU|lH73^u(|wAivFisxFZ{(yHe*BT*gx2B;cC#Ryy
z{+&}f`RMz6;m%A=d2Q{{)w%YVl38DpwenPvbmur``h{lV_tONV+~!50U217vPB2Jn
z_L%Y~5)B&&k0aq&v*vsdx9A*tw)?6N_SC^CBvq#{z5@lto;T_jT&jOhkiVgmTU~y*
z58E5|c%;&8V(rSoUf5B%RGmtv)Hmt@V@xWMZzvZ&A)Ptzw&-x0?Q7cl52Wsy+c#sp
z5&HSdOv!dtC2;fA^Co4IYynC_4u_<Qn2cXoIyA}dyl#VkX_5SJW3!3eJv+S<<SPK*
z9~1^`Hyzi3xN~hlw2cU_O7&_?(^*HQMP1M1ql*pqaSV+8C(Jq0-%ZUNwT~Ol$2>|i
zKtSB{d;<c?hgb%%!pJe)>m8PVc|}_iIGrbkd7SMFTTHwB{JH}gRamEi(;qzFr@DW2
z-#?x|p8Y$up4mjS0%GiEw|~LPec9_;U{qLG*s!?Hn<ezs_1XsV;!ywv-2l6bK+R~g
z{0!)QQ<WX;ux~K2qKTZ>B>=uN#3h%<R|EK<<%DM^fgE|zmag|uGrfnki9Oms$<xDu
zdJ<6WYt}hEfd=Pcyi<5Q=Weg6Dx7@Cnx$)uPn4TGMRDgo`GR487y|xS_V6z;2qO@s
z#`ke9?)vNyc?V=0?jL0m1%uqbrhDHk5azL%v&S!wJ*q&@Pc$K(H0Vdt>xoV*U~P0P
z0^xD9agWm|A&6;c&WmNQTpC@qWoRtZNp=J`&k<5`1ns(rGK>0>`)7rX_|Vwodo>o0
zdEx4S7iEg4ycw?n(T_5&OjSjb4-2ETp$kytCv02J^Q#mZi1Sk9Z$zeCx066tojoL_
z9g7v5kI@s9S<LFGS?~KAE*sz0^0M;Ca0RUtjzoUlAx9l;JYVG((_<3py?x{!dFJF0
zO9r~v^*T~XY600ys47z33kE}RRXfwlo&(86*bHu;kIqcy8-4tN+?;3D+cQ9(DjH#R
zQ;C+;<n{sUBg<e4e;JYU1x>HE%wZZnFK~do9f4k6?}YYDSD<Y8C)K%k%rOmILXf!6
z4+hlYXbR_xqkytW1Lb>s>w9b^X}D3#fig^%3Nd4;8ktbI_y9a0fa=dnH{|O-mY-vi
zBeGucVO22RX{RB~s(RN8q<aU`{I1pzlq<~0J?0USWL1wtb4XjT%AzZ62x9I$0SD3A
zceM~fgB`d+0s{^7<7Nxi-91J9<f-6a{~{U~Fe&Mz-a#4sDT_vPIXXUf4Y2Q_9Vq0|
zm>wNgbP<D(6ZR|Qg%Ahz<mcz=lwth>ZngA$6;*%%Zhb<$Ty@7Za4H1mlXz^~vB;%o
zPxq7x3TsX)$rr7!oSea~q(8B$w3vRUyQk?$5X!_$XS1<X+PNfM53!otYi_=vE<ADB
zKe&;0D{lcXOj$UdfG{2023OP$EO$QJvmEA=rTfv-$>w-HtZe`&a`mgjDBx%Fv-anh
zpBWne*7|Wh_tI={e?G1Msr4t|)t=8`1pMSwPING4YT5+VY`isVF9Z(G$`J}1uI6g?
zmE5%SR}ef8zRVtTNeciHHSh$~LC~BJ@Q1hSH%tchUtT3gc-k$oS4P6Yg2&F>MbCcF
z(|w~}4VSNiO`a=v$>ypekA-H4<NSVel=6Io?RcZt16Q|m;2~U$$5^)yI$irfx<oh9
zv-`=aZCAmH&;+9ImZI4BS{Jp)|BIpMB3*f{R%5)^z&D6%*2|N+OnjWjVl;YgoO4lF
z5=9f|lNd)1^-fJm!9^22F$ZxfLP@9Q^}2MfpNPXJo*l}mWt99Zi&E}vs@KH|Aaly9
zJr8ZuPL82;uH1uZP@Na%qtOenq-kRm(n;KWl`A3)?C-8I3fd(Yx^dk#JNpI8pM1%a
z1m-ZZ)_`<>d2}qjGu`112kHfjnhb}4SrRlnGF1$|uzGp1g?l}QUb8(#86kDuOx$ii
ziy~G3)u?68Wr<brk@lx*U`J!UJb;3wLcgC9Sf#e7m;wXk)LvLa!;36Y2@3OjP=eoL
zd^_;X^sqF~XH`!<4oWB;q>{&bC2dh}F_bCh-F<Juu%_sBv9Q3Vf*5>yd9x9JTKzEA
z2O+&>Eo2TklfAgCtIWZWNE;bt*7z$C%0vSaK6~@$HN8SS?3<_7=DV+_X8Q+<KCz6g
znV9FoH3j1EHX)rte(KFTi>Szw5C-!{hz08H!wva%2jnnz24fN!V25q4nw~yE@e9M0
zy;=;iosVm*2E{a2wSJ}BxM7@zzXUNtx8@33FzUW-z5`u?cfJFc>;H?by*9T^?o$^y
z>XwelTz%Y>bkSALiqUwsegW_dmeZA4dL7}!&v#f2_OeIBv1!K`UE4KHELDOCSzP3p
zh?n06RaC>SY_?4G!EMYmf1_CILe1EzT}(uAmS4>pUZywt#CZ0V3-N5C5X9NNWa5)c
zP|F@C>{j_&hZ=LOwo?)tG)GDHUoYb@3@DkFK$!4MN;2)PyiEw0D>a_u*`TAz&lVcM
zz@Lw*zW;<2sD8g~<hA$_3_D`(aCbVbRx;uPoyLO3F|y4?Dx>nFOlQlJx0_CD`<9_W
zpG!EH?AY-=l2zAEe+#*YVK?5eAPhfxiN~C`{x*N+9ITXGjK|OVh`GyKTXe%HzqTIR
zz^#@buMF#}`cP^Mz^DfFwSLfT6EFK5HMfomb(W<UhJ8TqH;5wzlM%k5nE%xIo;`J|
zA3qht%loDCeWE3i1Tps_Oyl&=cpEecHys3?GP#yPo=pqkbDGo{7@OV;vA(xv!&1()
zH#OL4G~rNYSD~6&pt4w>9WUL%5M-e8Yc7^}1FkEW{*qqNQ1OF`ZcKB_y)wvBHNhXy
z<874aR)hMdZ=v4FrsjqIZLA1niDCy){Vskwq;qsC%DZ*4vkyhR^2^sBgYo53Q*2)9
ze~u1L-jfN`cIh)Ka>fMH+s}w4b^aOwbn=4P3x&l8-a#L?{V6Gh1~8E02hw|b-ag6B
zevK}gov>Sm-ol*1utu{E8$c`#O^W97!lhHLEd_MQcyj-~kL@|f1ZOGck<a5B`rwf5
zh^)hGGDPzgVDoH@)iGy$^g?9zOYfm%xRRyC(Lnee?8_t~n^NB*+TY-D2<|jiLNb~i
zB)r~#PF)us{U_24rmoB?0ktzUvM$}C(Bxc#@I67>cYI#?J|^V?!3^kC!T#7Y4yM$-
z(B4=!v88My<nc%J9?a_^mlS8=UZJIDvbiYEEjZHLek{DN<RIOV8PR?4m=Qzn3TTk-
zod~e>l_~UPB^U2VkgZQ#(6mZ~1~&&OOw;Rq5cQ1yTw^}HK8QsCTUHsriqBkYFzHE?
z(V~KfVZ;&OUSQQWet$VSYSA=&$}!?H(+=N2E3J@u75*!BieTaP?0s}GO=3>V2A^a{
z^jHdJ|HEvAe@=jI^@D#IF6ds?3zbRtO3R3caFA&-n_>@7LLS?bG>)lN1$k<Zc#$qo
zpGPUdHoP;?*uoIzU)t3pdiNk2p;fHBmaedqV1-cP>W!!^T~N`{v}w{kVg9TE#*^|c
z|F1M{D7<@igfYWPK@%76U?D!Rsnn>XetJ@+uH~11^<tWs<v5)lj54=hDZJTP5p|xi
zfFf(Kc0gHi9LDzmmvAjUFj&V@J!GAwg`K@i27&oQFQmsv;J*B4r+pdZA@AovDS`!=
zmWTh;NS${1e&H?r7cAi>`J)@zXcF=gF}2H7#8f~NscmpsD%}f90{|03?A?e@1=oe1
zs=#2y#*7m<%$vuLf`XjjH=qjcV?g_+P&DDd;)jtGmla#S>M>F$(nX0=`mH4?1I95X
z@h5M4nQS^3e68$Ti=^Xp83JgkKHK{Ch8(JgY_d>?c@B-8#F-tCQcG&vS&UG}6Ca;V
zWE<GwMmQosIP8=TmMuEMkGaRvoIYuF%VulgZqmfMqTUXJwf+Y%;2#*)fKydIjGlBJ
zkCfs=QC>p02VWK^x-^j(AEIAUZ(CE7VR3~mwU`8Sd}AzX*%!2zRA6C}d#0z7??AKm
zI1?4Ri=EMi-8LG@raUZ@hT7ArelCJ7>1A}V%%pp8y07=JQ-I_74y}>|mq9?z`+Tm#
zfm9V9Y1w@dh7c)P-Sw(9>dGlROL`e6KBmp}Y{%&`IN!17T7JSP64zI0K>}2j;a9I$
z9hG$=F~=Z$WpTP^!o**Mm{R|0xv{hWhU{HR5jcPTXdJ%*0x6orT(Q5`pRUp1Z((ko
z*~C#%^z4bjforf<RLWh%kW|J+YAfGzl?XmEG89MvpZy|7nbixrj~;HyNQTip0;(f2
zMEI4W8cD(=zLE9*6RHbej3!N&ARfwMFm!QGT**VA30?f++dO#!@+9tcboV!+qqDyb
zpG;8FLT6RPVpQ>&0{Ny3IS=L2zs=DOEvw4Nr?=@@()*@H$$o30CqC$mCiHFNrg9I-
zF8aAq^BblQM7bNTY`s34MKuD|@B8g`din3(0L;^pU?$`*Y$Mskhw@pu*oWrZlbxRg
z13E4CNmNWH!uO7S@HvN+Hbzhp|KjpfxU^o9(LphNMjER}?aVC4aC#n@D3&rZO7S&z
zMwyB$<5TbtXiAdeWIF9eWNFudD-R03SV}2vgV5-MMQZw@h4tce(flc2bL7{#2Ei(0
zPXt*j+je(#yn3FOs*3)M-*b}t3!7jFq8t*qq_+tdPf<s9EURspkU5LsRTjLV8fvI5
z@k34P<bEL=3Qs$oUe6tBz~UCK<<I;-IsA;DBL|V+$TGh|6}G>xA*P3n7c)S@Em(v2
zWt!%laAf3ziTjK1a|MGL>_xNnn02vaTlWBbnz4YZ?0)@j?8WQ$$S4P?%395kmiX~0
zVaB@BQ?)H4${}w_pLIyu6Ik=W?EE$FK&&Jqo2Mj1<8u3*Z#s34<J{UuJB6ptrl(NC
za`Y3m5LxLW1hs`wJ=>)yI13M!^&Z{WtbRX<f5Sih#>t=myWZg+H<xH1Y)BIuqs|9I
zAMp{Nda(&rh8<GnYy<<4@gsU<BDauZ?X-wV<7US|JG$4*BPsSOu37#mPevYkL_j<w
z6@Y_1TJ43nlUhFsKcyT+r8F`S6JJPK=^~<vj(le-!|9E0LA5hsVkTg(q$o$2?-p6<
z8U1rTzvV3wC4h06Xg$NKZCqv<YFa3EAN=Vhi7X>2uyW9rN2alWhY=3pTl->EUl3<7
z(Wv!OWV$>IGCGie^snFUe}$&}&WB2l8T#D6Adh?BDcmV<_;USeNOmxBx4t<Ce8Sgt
znKK+Q_yh+3mpx$V>qgB%ijsAR+hb90EQRA8WUFzKsMN4SP?v<JsH%n`_Z8zr%t_Sp
zm~y136%-L!jG>#B*V!CLNl~1KwJKhU7#x55$xfSz$YM$I0JA7FF@#%HOxB!LoU(W$
zYCsjK7G=EFNS9iRkvzsCZz9@3I2iZ*ORvF$nV<iBS}i;pB)9n!ZM|C-`4(wx-!9n_
zNX+y1Xc$Zxu~L@Pi+0O1EtkLnHhIo=DVetjgRZ!Dxt$qeUY$+D_+mFk8J{qXb;8Wx
z`>zUArBY>?Ur0g-i3ZZ;be_nS>$Zk{K+jVuLtE+^@S%(8n(7;>_7sHz?;epin>Ejw
z_&Yp<w+2kz!yIVlj8?5Qc*wtAB!>Mk5=s`CHH@_QX+Wv{v{8W8h`U=D(+un{9zO*H
z%m@EYUINAXPf5aEcKwE8GX|oF;q<U_Er#C`NbB9Ao6R#c2r>53-^;cQb=Ja7(W|Fr
zG2$TBpr!0aynu*Gy9-WA&J%aXb__U#6yvSH){t>p-?zl~sQ<?Nbi!^IsV8P9D4W0X
z{joYfI2L?$HCWb4v{TJ#LwAwFLX2gVN8z4+qw_P+&%l?!Xv}!(M~me*n&U@z=1W+*
zZLcb9?vsC+tp0aAF%~u~M2tM*M-o>9S8=W?H)(nlQFmcEvOOBF+(5^tSmD+R0Rau9
zhof?7tKHRgp$46wQ8p<#%>oSB7}2SpIZ=l>-{UqCVov1>!}rY^?ItH$;K?0STov+r
zS=o$BZ7>k?R7EKu>`Q&VKizK1>ksC3_=o8Wv_%4y!y{xNLL+aXmIe5oa$<XxWs$n)
z^7c%Nx`S+e*jCSNjGjyNWeFB0s~emh`mI3kJeIeQQ5~$0VD9(s!C(J*vi`j@Ck&H|
zb%3--ojzEOCf|w=7H^b0T~x7#@TYYWq`%bA*8A4n30GO%sXGl3*Auyj?e$|O6Yo^C
zD`e<;PxUp1I)Op@ou9!Xfvpu6<>hyE9fmiWl+g@vg`yC6CQb3D{19=W&I-6n3pt*p
zT%zjIR4T2kFKK@nB*@X|6*hmUA{ysDMf@J?qemErw9bW#fcLM<pOggHpYHH?e{d&0
zgg6UdO;EnU{Z=D29<4^HQDV)pT>3}S_!lz36}4s~k*3Cue!EB;qzm!iNmPa84*H7`
zvjTv9h%u0%881FX!cmB?DCr*~^5}E%pEa#d><*fL6-J!3+Z~pwL<481Fqw(e6(X2?
zdIhGqLRDSuRzqI}#q?qi8c3?BH5x0)@U~5_I>V|kq&qCEJ^-umd5$c?=Z2e7owX_P
zg�@@7D^R|2{a}YN}4Bd%dttz{dgX4Sy2Jq&McS-<3MpTfyHx_=LsK!)M=TPQ}*5
zxi)EC+!hPTrv7W6aWs0wUyNE-e72A@9*Ud(hVF7}Z$I1v{&Bb2i1Co|CU0YF+?pd_
z8S~3$!o6WVr1Kc~C2pg6a<$`R89!yC>`c$n)v|gC^bDSz2%+c_A2N15M9?pI(rZ>9
zu(E8yLAVXy5&Vs_TAQr(pF5P8w*Vtx^XFlH=STIz3o%uS3h90X{mN1!6fkN|-Y&0U
zPr!<uiv(>$-yc?PbQ=0g>>}x{h-#c;+p`=gOH@{&u<Uz&I`@NTg4K74%^4DoGMZus
z@_U$XP$}ZmT{OZE{Y!d7W|mdyDJlUkU;&qcNUtZ!%CwrcpD#&*@hk3A2sF73m-3y7
z_Pq%uKB{Q;&fgvZubUd$yUK_gmHHm^_eSbJB&K*3A)FNb3(?ST+9u2Kh3j6Ck?V~3
zCCrmbpil;IAK!(y8Ff7wMeRm@ZI{7{7EuOn*>(pTsCqxWi6c{51oK%&#q181x}Qq^
z%A)I<zTudyVe46_;vzqxxs3r+e4*;%o(@BH#%Hz489CCiN`F2alq|-1**&*XBiJ4p
z5<Gi*N|n43tez$I-dr_XdZMt63FjUQXL9CQoSBd9rQCN-9)E8NZ_pKRH-q4zRe-i`
zI6O+tReXW6tAF}ANl)lT`BcWqYRd|~(HmFQvsk3r^@gl(hF7#Jf6JX#`?o#5A0+0h
zO{VwhdgDOjEg&`Cpl7El+(GN>Qiq}xCU1RI<;_44)HO6?>G1PkWG3@)0re5cq5FBO
z14S+?6{n7K*3RRFTTG=<Ktmj&-J2Mx!gKmH3ev%fKR^jQ2w2P~l<0%8-ppR!Gmvl`
zMsK}|KN7%SU41hHrNDHww6#ZdMmVmUIwi4XZ(fgTZ+m#GbcZyZ&dLMD)5anPWNq1;
z`3%;t>#lxnGF>N5o+<sw1KUs2Vz7u?%04^>|Lu0ejvx^>d+NoEZ6g2-O6%xcfl|64
zj3QU_^#lM^Evng`YnpY`EYi}{SDk$o+sKqoc0r~rZT&UshxKT*Ufz3Vbdd<=(w7N&
zQ$CPXA-C*wk_=OYv_ZMtkV&rSB695Z#mnwrP0w?%02r4xZg5DxdC%C+I~AD>1s*&+
zSld%35q-~ch8dkh#4J*FX)uHIA1>95#adt&vDF~0oOE(}M+Qxsws7TqMdz~=Y8qN8
zFd|5GQI5-O)sL}lgC{5cnmjGRX6U1h69{A$e9t{xqO-%T7#waJ87k|=E@Busw&fwK
zOC10v#&@eWZT)2<i55L-$6x7I-Ii(S<K68#)&1==or-$hdCCWE^3<D>)4(2S3o%}o
z<<9_Piwy|1yjPPg$!?`9$Bx|l9h^lU+fqPJ;XjLjCDYyn0v&^z`f)m=zCM4BS8;v)
zhvZ%a-ZK|>_a(sa?Gye=c6PLNm8Y%oN&tL<+Lh)Fz3*<*enA^}CrzuM@mUy`RsW(|
zY;wd>lM`{!Z@s``egjneuCEseDDV_#C0{TZy(CQq60n3g)=lSUHt{*iAm@$;O;g*=
z!RKDnod}unpRldPeD^veL35m%lJbUs-QN2rZTr>RwIbZ&9}T*`cfmv8sOkHM47n)_
zB>O{+a?hsHxUy)T^O;YhW~M-f0W?YthVmUSt>o6}EnbZ~-pZ4{94_G(rM9oM(v}c7
zKW6PL(iPwtVQ`DnEIfL#!sO;VO!_i<S0f|59&<bl6YXIk;&&1Vx^Thx>u8yt2{&hL
zeMC8o4olEeWVp*eu);LNEv0udVwhEU&;E??ownNZa(ec_Tq-$cHO$PS-G#61rTQcj
zMTXQSkFhFGoRP+3sP^_+RX;ie;~|9gszcE(aOCtlqN^azHqKsjUB#<m70KqRjk+yk
z1$C>vs#l=bRlsfqO&kB)^~cKb`dm{KBwDS~?RNaj2Fj93hvS1|o}{a}4nQlm28qxL
zGi3n*0i``#-hPLzr|LOOyu3mJq9$_zx0|jw`T^J<|JB2*A!KU#chN5ApQ2sKzl(M+
zy@8-}y#&QaMO$U1BlXCJ4p<RJgS`ZzPs@kHn;OUg9$N`hYfI4MsH}1L16<nETDBHj
zFNxya+Oz-vMM2ARKe;<-8EG$5^Z#d^?XxMl{fMw@C(s)!9EwSiW&Jw_dkJE&Knlmo
zN^&{S@kX%d`TZR~7r+(aI9+QOQB(D519tu}NGR%A{K>z@{xkpTYcV79^k&sX)Z*It
za($Y92X-d8i9t?IauQHd{U-%$m6I3ImHtgFA8RzA{qtuWVJC<)-h8=upi^&I^}~@p
zY}KbI-z}y9X(~i_fD@HsG<w-uJ%=wviMIHd^*Z*)rV*Adx|K?=l74D5Icjmfj%xU$
zN=@VS9{XO3!e<H=wdI;*@lYkK%b^Qc$<u(Iegvg7Y>lJm6@;M^7?~cGzP>3V(AwOr
z_!a9sCdq6q^%~dwN%vTaW_1UVfc5V*u0dSwLd36Le{`C{syVV1)O06CLR<bZN&9mr
zjNRoMe^|X%nX@ogQfJSz(gXA`a$xSzQ&mtJn|k5%haY|0aqC?@%%V3i$3a9zON%@o
zD{%qtT%1=hz14D(zxHiuzi?7CdOVVfcf0AGKE7DtRAZGTGM!KPt&G93AX?6s9QWE<
zlBXIapE^_PEu6ut|6OwnDnpC%tY#|RrH{99)u~Ed$32MF$0YX~dGSJk-~X53K$51v
zF(AAHe70{e#mko>4Gnnjz~sHo4lFG<x>mSFSNNd-v%bjAZHaBbPf%f7DW~7oZF)BI
zIP^Bl{EkitpVbHCm_0(_Y9ba_l;>`hu1W)HZB7FcB<`buD$o}^Z0Pil(pUfgqx6+q
z#Utou>3K)j&#`~<{(Ze-9_y^z#)#9Wa~(<d#VsHip`x#9JNuG7^zj5t<mK&IPM}mR
zMNcP*6o|1H?S|WXo-CF9#wwrmwyhovhuYr7RBv;vbWG#ptaE2g(oRXr&Lj5<@F{N@
z<Bb#miyV>A_*$Sy`uzLU#!e!qRoh&HJ*VTAtLN4KE9_dl+0M2wr5dkhXh-{#=@9i!
zdz&ILXqAdI^{OhNQ-n~X5^n~RX)f(hlf-z$BW2Lam}zL4dUa5bhE^ISL<rieN)uC$
zbd(Z0ZSPOHcdc2g_s(B%&faJ5v-Wq+xA(^fJNzgAwR+b9^R#)k!HJSY>cx*YBJQpg
z?E&*uz-oSeiB5gbuU-;IkG4b;-g47Pvi6yDL~T1|rsks3jurXJ`CTQn<=HU_MSKcg
zAr2(OyhbGner!yb>2F(1j_WPl2hxdFr(9q9{}z)N7&t#$?J*QJSbTKaqfBb@Eu!{8
z!+<&I*EQP+u1{cRep<@DJ7txIk&?p=jDI55V&*!fdX%D98Vj#}vrcJm^Btp^96867
z?&V(BPwl8M?n(nie#TtZJD%<IKJZlEf?NoH>nc12)rc`43%*lHzgh8z8!humO_AV?
zcXP5(0_1U>zL1%7JNmbm{}Bf93z|4i+93#DCJraqP`_m{tNPE1$iJJTxlI)P`xa)P
ze(kg9mvUd`aN;f_qjWLBE=BmF2Y`J&qxbI3vZZA|E5Sd)Zy3~4UIc3&uQT-lRFs5q
zS{y*Zo<6NeS_3u7V+C!8M(8IEwG!t?WqXd<y_65Gf7Rr<5u>=vs?&%KV$+oC(!|ww
zv3);BzM0eIw<OuhM!Wve6624k=u6o61Meu4FaD3e9@7O|J+0FC5mf?UIWO^@0Z%Nn
zSGuotbsnsoWW&|Hsv#NfHX#X!b#S6(ipnF1JAmBpR`2l$Qj!K-$H`yyK^{AxqZmNA
z%@$ewL+NPX&fxKVOx->$I_AOPT&~lYG>g^EpMhzv9npUd%55Du?`cwr%k3)9`QoJP
z8us;Uy(fV2<p%V8w}4-lx&Nrp??!Fn!U{`v7~A7kKiM9hQusAm2}G(n2I_OrI5v>t
zFK8mJ1TlkaQfSro_KlI$i)V`w9-L5$)3LzrDd+K-M)}TUI!h^UX>PrDSCX|udH!1y
zE9)!h{}2{8a_PTfTAM>BE^NK3aqf&~sbO`TM+B`cH?{Smm8-{*^d7mWeWLoO-SY%N
z`%5XAXqN8@GY(7_a}J*k@_{QB><t+X)2ES*CrqIRx2z(qUE}b9hWi~8y5N-F%oAx}
z@rPDS`=~KjlMA9nb#nY?KF=<w-}^;EGx&j6np^vQL0`b3&vcHqN`fQ@D{R!U@bjtX
zDvhr+YY(9R3V%Kjl`y)SZqDjJx?v^sZZfCr-FUm(_Z;l&COv?D64>2YV(xlRQD_8<
zg<s<NSuD;~Em#!hK!Obc8~fsj;q1Cox^_+8X^m|~>&-MD$1LxmZt}F|3DFBRPHDAt
zk*z^oW$K&sXM?OuXM7E53rB9Qs`=q!$W{3;)(3Za)02Z$Sa%l_PMHuV5?W8GP4UCj
zuo1h{RglM+2gQ&9zdya0n1h{)8nxyYCYtICGS{7%R|+3MJozZFWw)|m%<}|^22nNb
z4Y_M6zn7ir{~Sj_4CH2LLAPMlUl!ZaK-)UDhN{73wtHAtu2&dxyT%Bh!S8G(BkU6h
zz-?y<V4<aqG7RmSUhZ{Gp1!FPQw%=jptNz!96JTzuoTt9N2~GT<EOTfjbJT94AEMp
zRyT1AB7@*$LxF7*cWyeq*g=Qn$itL+WlXYkI#I8H#KTVownwrF#i|#xuo(kkk6@bD
zF7UhiKkp7T<42V&)-A!r7AlgR!rNKmAcYRAL5&bh6w~Ft0FKftKa@>1^!jeu0>qFC
zaY`R^>z1YAK5XrHWx=v_X}WDB)0>e=K7$h|ggT*tybNa-EnU27crq_<Z=;Rwv&yx*
z%BDow=+)7&oNx>~;nN-4e8H)WV7u@C33+=THkN^}co5V<oy|w8-hiIsl6m@2Tq!)a
zK+3p$LI_NLiGy+49;HoMl2}oP+Sjq?pmk8a!6%<+8_hc2FIpW3O;E5<_?Qh3^Zl^G
zk;)hP!AO*&<9%+Oo}+uq-b4gJC*32Nmue+-*jJtt0c;CD8pp0xjYK|nm}QY!?oySI
zUZ}TS{Oy3hkG_Xx5e>KGi<xTIBI;SALKgylw&(EyC9T+@_gQ(Gj^sifjqoK-lmx$k
zRpAwI{Lq-|%{J=Ix%Jeu`8VLhu5T3oKFo-ii6ZBj!dyT00|S42)k7_OtmxjZmJul7
z2M<^Z_nX_w@cnPJ^QaVL=^oX`b|FuaH}?(uSk^Gj=&0u9Vmd0Az1<rvvQjLL{Wab}
zXCl6SFb4<YI+Z|M2O-EzDZ=#^&cek54qeBIH*{{5WpC8csko*0ik>TL`ZVH^l?}I_
MboRj191ptmZ!Pl6RR910
literal 0
HcmV?d00001
diff --git a/log/zPythonScripteTest/err_n_plots/IterPlot__Vp_Vp__fwi_FWISO_iterate_m_allshots_5_9.png b/log/zPythonScripteTest/err_n_plots/IterPlot__Vp_Vp__fwi_FWISO_iterate_m_allshots_5_9.png
new file mode 100644
index 0000000000000000000000000000000000000000..6686893897b98f1f13008fea9fd9f0271f54ed3f
GIT binary patch
literal 39260
zcma&OWl&u0wk;eZSn!}hLgT^RA%Vu-9fG@iu#g~)2X{KSyL*B=!QI{6?Jmf>&p!LR
z=iK^!q!!gx-Sx<vW6n9oSP77o7C}P5LwNS=8IqVNSpM0w7plO&UvMvgPku2bW<Gls
zPa+2Xr09~gm+b70KQ?wh*teV4%VyOAqcT+^t4Ya5{t8<X4oBfc;zdK051zPys3^*w
z6fwOIX%s3PSzFXA^e@a~ldrvzUTc=DeY2b@E1eDM*&n#QSN-8QSUa4IyI1u3;N)%-
zWp8(u+j&2#-guvRuyj7fgW8s-)JHd7`A|VjWGVXymx82G*Q8d&iM$FOp2n_R)*O=l
zhuAoX2;}Bb3GF(s1rz$7v-6P{n+oqQ2~Rgi&uT`j7w&RbO9MN3|B4aR(^lN;ad|-%
ze=%V0e5nU>FElK7q~oMlIeSQkz#8lW_o9i$fTXVnx8R6i%&tmnDzkRWU`5%^9xt)_
z8wB;)vya-}z5j;?2BOjjiIL-}Khs935vapB<yaj&3UkEUarEUZ<O^Ma1w1D>^hEvb
z5h1b9L1|dw27>&{*#oFdMCqg(5-&jl!17#?UjOe8se+XZzTd2A^43_IA>9?Rx{Bd3
z7!^Kphg)B~G0m$mFMqAoz8ZCTd)(kvCIA;u2?gD@3`V3h2)<1rzC5nd)U!}kUTuQF
zJ%9FWl@;gz@mOjQ7F-mW)Q_Nr56KY;{K_149x)M*w)Gx^($7Ry`0JZ8vds|WkK1)K
z&~|lYbe`hM!TuZ~W;@Jkou&A9`5QE@rNX4PjIe0L&z^m4c>VH!c#s?G#iJg&jz&>5
z_6NV@gvPUTMH+S?)7rGUxGHc9it%%ONVoeu4fW+X$Yeyb?L#+^nADpuF@@0&yBZ4f
zL9JT-7=e*Ckkh4F_L5)n|Hq#Al+uYaWW9w%_-==%soO0w)mxQ$l;lZaLQ+hPX@~SB
zM@-Zj){1P>5W)l4Rfd0~YA~MTEZqI%lCQmwRTIHeg5TuJq_t=+U>WR|FI&*$=pzQb
zdiLzc#OL?_`@=*j9hV^saS4;^G^xz*S6(x!xCGUN#ls*>a)F{!8bUEQm94`Sy0$T;
z+i)m)3(UE|Et5H);E%)=bb)DtUG*+e@okICeZQJdzFaQ_;iy7Fv!-&&(;?!msAxc5
zc9}Dv{tu5~z4)Iekw&I(5=k#e)X{b_+LWc#QF86Y$c5l5A?+9Kr9#&_`C@mJUc9fy
z5w2uk+xq+zKCR92nnZ6hKd!lyePtlni5AUy()GtvgUTM(h!U2Sq|JKg7bxl+nn}!a
zdrmvT_w(!jBNP5fkMvU2UI<5EH=1B~zR!N|8kc+%DH%&z861YMct{RKRc|cB1I<i{
zt_njy!9Q2Y*Cm=}o<XLtO=npzoko@r+pykqwdv1*A+*3H)mKzL8U77!wg>L>vJ++P
za^W^i3i{uuY!)4OAboqd<f<3{kw77AH^8-gZCGrU8ECwENO_;u^ShDg%VENwGtH~J
z<|cM)Tr`h^;m83#bNP<xSd7Q>{CID7J6hV_?hCGPZ@(4_Qt{6>n7i&jSy#c3<JnJg
zSVoJt(2@T25$@TuD+w{Nr6YyTj0dmnE$0@c<5T7XmlP2&Mi_5}L~L0wE1gOkgofO*
z2LdOns5k5p{=?IBG;vs*CDqennVMsmLy_Qybs$Zi7fW-z{Xz($vZjnvW%FDqh(jP?
z8=hK@C^So0E!QYsHR4^W>7r)SZ}!7X#>l=OQYPa<si9;8?&)~5gTB@cDxwx6zV!Ve
zC&D7G+owk|d}nNEjmJH(3(dz-5fLpP+ZCuTYB%QZ8uAoEd)#lzP#zDd%iIrnk691Q
z56ZJP`Qo~M^C@UBrQGBsCK=3P^RYcg5Z18CV+!^$ZCAOor5|`A+_tx>zsE?4M1mcr
zb1|5vvhcq>0^o5nRisFCG$zIng@kzwUH*}dO{-twK~r@UBrp)6$>~;i%1kHb_YMY-
zCkJmaF_R7}Tkr2KHNdB%BL}ya3C!+T?(0(@Ce9!x+qU{WJ%Q?;XGfh-x=Rx>v=Bnp
z%b($QBZ$s>d0uxRVe?6qB~?zn#)(zg5xM(w+-LhEmMxcPo$iJPLP8Ug`_b0!$UffX
znh6T)c*%XMij|61q<B$bxvzA7(=AI(a+N`Ry5(7%Oh6?@%qIz&P2_!dBx5WMkpyGe
z{TQ7?XBh@xEfqFJBoSUDTfXb8nl2vfaW9(Q6xA0n)qMfg-(BoE5veycj7(@7$XjhQ
z2@*|>qTi*dXm9Ej*BqHQb+F$XGd5fa?n$wnp&IGThHZ&8Zt`khqrk?-#0jb?y6Ll5
z+Iq;8G`hd(J!sm10oCmeW1!$o@kiScxo?ia61tOx%Qi4fjE@!;=H}<Af0=<oxm>5i
zu{}4;wd!O1O}yNGrON>og2iO<-ZZy&e-5d*>Dn6#vR|j0sxak7Ln4~Dp7i#ZQMI2r
zpTpL=j&<AjD0O|iJCuIXg?8tM!vE8)T6&ADXov4=bY_8XV;u%jxx!rL+jo(4;8!6K
zY2LLQ7@{K5wCohmjSP%1mZF7%0?xwzYI1a`Zs_gleS6RZsvHpY)y=NEK;)n9%{03D
z%J9!!wgjCJ-dt#egaqu(IO|+}Z=QE(t?hJQ`{}eNiTZ?7??DMJyTr-dvFJlBLis8M
zIhJl~gM2gR=iE?KIW@JTsP6P>)syhf`P;*EB`}NG=ua>H>yZOZhRQWcQSi&xike@#
z1HyRS_q+vf(B(kkb@v^(`6^!HO^xu+p6VqSeB`p5QS4>)<9w9)b!@zGN}-)rEJT`T
z=`f9r;;r+Z+55Dk6~DWyu-FR52Nk)}1ubWH>s81-xWZUwrMUPZ8@r{C^zBnkbRRg~
zS{Wu+rf*^?E-h7}P2Kr2=)Od5-*bA@Vdi$W{iW5>xO3&TqqeQ>(!=~E{}whU5c=_F
z;{p$~)+me!y8c;1AB{lvS#qZFCM*`267=VHMF!4Q88lU5SDMX{6I344!SzHzL7?r`
ze3Es&5b@Ez&!Vno=25jhpyY+5rOrsGmTr&yjDOy^|Fc1tP{Y*;LuI>FCU=*WfWo*?
z3CaxQ_^DJeIm-IOcDcxHsq{Y8ZO$ne!<#=`EMtii-7o|ZeiJBA_T8^dbDg1uN$ka6
zHU_RI<}VL@l(muEv$rEd-c_Ry#SKLRCyQg=e7anm?axkviFxC3qtSW4mx2x1ToReT
z+-8Kmv2aCvp_B1cUUxI64A-~Dd223u45V2TgOpEqnOuh{ACNdsPK(?0kkM#0Pq#t|
z+-|Yo{B2^~IM=C3>K$n*(tx-c{h++fb`Zzx%!uZ=r@l|3m!2Mqr`ww?Q>dV<>~Q$$
zC8W!-@#=v7LWhCn=^A#)u<Wy>Zf@rSvQvgs!}xA?>vN+dz$4OJOayh6QZvOkX1IL2
zUr+hpu~{Igv%Pxy5~U=RjgO$U@vx-<ED#TW&U3J3yg&?^smhXhw~<{{r1jF6(gG{i
zYU+alzS?`<ZhV`2Woaw_5>yO~MVe&73o}siGC3XosA7+vqeXX?Ur!8CJ(fq0vQ2{1
zp?X|+;weNN!7^HZ7@>4-BF8i%JaKDE;4uAX<RE3VXmiDz?k{gNhTbylC99o8<4&8`
zV}cZZ5)n&63ex%%`mt(XvPLsF1}irCh|-z74HYX5&I=W*(e%~T&^%r*+3VS7O#VD2
zu42k_MQh&`ZF|1p)od$*oOp8{VL9X6%(=4?Qw-m9Gha46O$%o6oITWTbXWUcSJ#kb
zsqdAVESYH_-rM*6u_!;wp5l%oGcvp1<cB?oq4iF$TmM)xgZ<h<4dxNkpAE>Z_^X`m
z3V=@*bhH&tuF@-MHJqAQ-O$jK6nEJ@XKkQLv{wd}e+ubuK$xTVm^U!A?_Rv|0lvvm
zWeMf6#LuLFX|{=X-S@qS=zfcqY<KMPAn?aIj}QLTp`xjY(bCmyW_*${y5npH<taV!
zq*K@iY%Q+!ZcljV?=&ki3r10(9#wZ^6Ihoz5BxF%mS*DULlCsPdIxx#3i#)Lzf|XZ
z;Be{_4z4il9hkDm>i6=xs&h;X*o-U2AEo`=^Q->ARrg~5^~o2oW1{oz3A8x#;bHvY
z#_SilKdF(E$cb+hN1ixE_%G%)T+ML&t$ETlgVL55C>!e=qXlcz#c%m^zCDx8A}%GE
zovy8VrCL44TVqk;$7GUH8wfLOB9?Kx_PHd6)0|Y9h((`SK+MJ0vMzp?j$}cHg$$*c
z7OHSl1_rl9m;21|CUB8#0e$to25ET7Rg8s2<PU{nD-`YVJiSHTvLTdfR9SwuGyWcU
z)@C-@>}rOGD`{J+IX|1-lD_oFSr1&tK~mhWlaJ}q|3IC#eSTIJYgAwPB@$lsOKoHc
z_KllZNZu~TqFBu|B|?z#r=6Ee{a?+=ay%jHAN#f?!JE^4Vemm?^=Sw@KY5zx-Iv$N
z)zs9~pfojW+S{eD1It#XLaUR|-r@%4<dWQsjKgaksHI`APyADx_LZ==EK7z+23)k0
zX~<-`u{d^I_;4{M=Z_3Z%gf6&zHMH(weQ$@$3HV}=j*t`zTmbXv2eM5fJLV+^$5Fu
zI|Ew_&Bnq`zfrnmQJy{fsU&@Ujdn46BQUL#Rl;z8hJlQtF4*w?ynZ3+;=B32TA9J#
zK=PUM?Ab1XGw)2j$^;=Vmm8r+m8pgVQRUq^_063%9mnP3bKF@Nk|*S;=<&RXCb$_J
z+}O^NBvjJgr%psqx8E3cyZ^H0Ocyu3D^=Iz)ay@Fc)huz)Sv#DW<AOFdI*L8bOk@`
zo6l35Ix}lC$H}hgEX_@Ai+@v(jqkO-CDMF7?O$$0Ur;z#XFB2p+MX|LuwK{~Az)q3
z*Wt_&38TX`v9i%yt!>$n@d?Q4t4LL}Y=E@xKF25|7qKcNTZ2iQykM+n)>w88B&XfN
zEWyOnq(h{WHMD>c(lbu<p@~~Vjrmp)Wvu#X`zV-SU6N}!7=n_i8M)NS!2)|}?`LtK
z*f1N2LM``QSW%-8t;$(Agi;J9U5-SY?|2`NQ9WR~jNONxafgxLKRo}B2ad~^0*Nal
z0elY%mF=*u;adAG(`>>uiXdI;F66$i=kLOVpZ~9uo#}JoKf%TB9-KlJQHou;ZsK`*
z@lhpY<-VHWGi^J~qGBosr&2O16}ip~9!`|OSW@2hu6`_XF-E!?v@Q=_?cL!7tr7lh
zk<QMyrTumU_NIcutIY0+cq&zI;9dnAza=3NQwX_BpJ6S>BHvWLHJnl!K$+4qf@P%&
z2@fp%iGwt@iXQGi?sCskOJ*VF-I!S1=E$2SErqP>DE5mPbv00OR(o0p2EdrZHJF2^
z;f7};nR~6lKHI^8+THtq8a6OSy6Pk^!|@Q36H$I++FOgmBPF(u#Z!&F@5ihXlegMX
z4J;c)UzQB%kije@D-<|yG@>rZ6kFP8BQ0Y>EFEg-k@+S=?uG#`Ex0Ml40?{_&B$o&
z&q5;MX(}8i90kGmB)<`jH}5OUSJUI7t<^~%h2S}4)a^4ln0nJH%m(Z+=~kimv!<Jj
z`x~h`#mXgKXC8faJFj)tal32XUfYQXP+a>lkI@mvaS~iyk?ia|f4dEISH@~**L8J!
zFJTqm5IOyNNMf!P35yYqb8}lMAFPt$-}4*K`#=e4yqfN}yQ(`&gnF(g19|w4&1$YZ
zyVUJMI{LetR0@k(&+3q61(F^vaAeN`h|s(#zsb+zGu39Y);?=+9iwkxIfzN5-<@xa
zq=^u(ZN9r}PI0?$Tqg^{Dpsp-=|`mRe;7iM;rHCeQOo#pb^Q~`&7{K|NLxKn>4mYL
z<z5U>XRQ0RSysZ?iyqFVfaRJX>OIc7s9&2GF65QQDAv~6Roo9&NkTaou<X|di|>2)
zWau@j_N$w{c4PQ8DT8J&e)Vmncopa5EZ*8@<KK*ZznCd@U&}+f;O8jMGuwK&KQ9Hw
zvezj4?SV8pO(_s^DW21g9S^c57ho;U^Jg?@Ap{Dp>$p0&j14++a=(WSSrM^|JWV?C
z$HsQ(nvVyX=Nt{8d~*hBeUBk?C^5HAfWm+M8tra9>m)1L!9Zw`ZmupyhS#c($hwgd
zSY=b=>K#f<IcUecn&)tl8tgEFv~fGg8F_QIqo%FxzDfMjx_&J!y#qytG@|<MN~|{3
z0nCw67B+_<p1<uh>-^9QcDS$YoV(xXZTiypoA-+Y9X&mt#qN)jfn>V{UVa>gpL)G9
z$zC;Q@O#p_kH@tbOC~X%CBOgcIi`OI!LXg{+Twh=Fp_xjuR!<PqwJy`W#oO<r5v=~
z{FA|C0WczVp{*7lG=UI~n%XrZXYC$V$I8S6k2CE-2s`C{^WH-9MzNPG7MhZhN0~u4
zUhRvgV(DpWAsNhVH@Pa7zN*4o=S-ef$;v~&+Y?<09<8rlk2hFonhVHDO*Or{rlpN#
zXJHu|wE#Vi#CH{D14-@RQvju{Eq!%i&v{ROc!N(n5{Y`P^+`!ph4lq%zZHh3yq4kV
z9WU+QrkYS#=ZFu>Ayl%Y3=w1{hmy-{YbvJg2FaTDe5iqAVCIrfSIH3l*27|sD^{C?
zl);%VyJ@TSGc2mb^OalAJgx`0mAGv8cto(8ejB|Xmuvv~#$bw7EdVcBNQms1a?_`V
zI3qgC{I`q9@M+j5W||R_YG`oWW|coMYD&fPh~JErZ99TT8@Xlt=hKa`LF%Px%2-#Y
zBZI>aQPJ4dnoW9ZuP4sLC4zwdiC;ew?;QqExrD)j{^zFpl}oKR9+yLT3674()DS};
zb1Gs*2tDlE1J!4$fY^)jaJ-x(uCgrFXubk?1KzW!#@a33!TO7)Scu7=pFn#;XQ@Vd
zr|GcxHIUODn;)2@sFlaZ$M!a7YYo~C?}6rYc@v&Qqo~2nS@4=j89rSh8yz%Vo-OC;
z`$QPxD0|c$MP{0_TTb5(a6{coKEt4CxeraiBF#bz$D6$dnFl$pOTGH9n>8NF?biHO
z!iY46%6s!<*ykU9^#N^kh2>4pL2_RpO|iDjW2iK(cV4j37v#?{?i7X@H=Z2<lbN>t
znW>>66gE6}bVJTgO-=4yAuT1OQnQxqsYmu%n!AXZKhLH}<d^0!Ynxg~$<R9K>CINd
z;=P_M=zL(_IC|(a)t*lm+0eP&O%%cBiz-~WMPK^SGj9xKHQk*g7V<sX-gdNK&^|s)
zw{AE+z6Gd~hZS%0z@VrthI}dRZ){Dzs;>c>6bBh^>fzQtjQegBeyh6{I5HiFZs-o%
z!4LByRk@ob|NPZsp!FQ^a1-<3_0m*RsZNGuL3#F@+`JghY8Zjcjg7$y!DGEFlaQ&q
zuwFQru58H4+TX8-4vvPdegK_DE=49XUx{wzE?*zk+l}5<4eRv}8?YepaPQ@QARNSU
zEUTz1^Kv+<ulx3=V^Ti6ji;gwLB1oMZLBPFwJnZ)tbppXfvBBc4rw%uLKUhW$V<&B
z+OY))NOApDt|mHpeRON`m?L}4jSj`W3e1q7gR*Td^Vdu-Sk6^%!s}yF3xn~8yns1!
z>w#ajWLc%z(`0CQjKAjE+IhiINUU3%x~E-YT+_2%>kLT>Kv4IMZ@I9@dozU^SKF+K
z>wRjse}X3nZzc+4_|)8H3b8RO;SLBrE-8pSE6jG|e#aQ*3Q(8>Q+;vm^(pjj+1rc%
zXdIpb-)Zqr)7}Ca_^~CQ?%kC8esI4N-7W;vt5V=~8!*-1ixIF|$=}%AlxjNMCU}4J
z3xz@kZ>-w-VtKg*Nb$P?7=;Jm!`_}izFU(qov}kYLTBW68dKA)eF2?>OaL=9ac0zX
z{7D!u>?v$tZ_efKR5!WOpz)ra&h#VdxY&AX&4oVpYFm{HkoL=y3{Tk8n(e?XfZ1VI
zs&`_&To{Ke-9d8dzG(IOTEZ?`?SxG|ag~Qc9)b!Uf|2=dA?*E2{z$}W(?}YL$;JHI
zmsF2nKSgtFfPWJG9r6fPV|hs6C{a>&i^)3MmGLT#;c6LY&~%drN+oI#8!P!VWtqJS
zFIsf0d4l)jI=|9qNi|yyM?q;WZG_CJ9kw;a!6_SK6J9B%Rtj@Y*Darfbutvhu92Fh
z9JwJTz2jQhDYhe2*$boRsx?M?#^BLR2`V&9Z0xMH^u+32i}bG0JvWGG|Me-Siw96%
z(s~V5PG05IZVYJft2mzT&lT2vnd^yu*AZMaS`;shD<>~MnG5{BoZ&Uu1*>_@fjaX{
z^}&3pJ_?%STyZdDm~I~U*(6@)qpfUdlfuz7A#;eyWXa26A~$6RwZ`l6Fg|V8+aR)t
z%wDriL?RA9DKJ(o?E{482pfM;>4E12YMJlFcu%2WO%}~>H$@cQelM?Gum%-jyJ6nP
z-JvUl`!Tll1^H&Be!Z)i<DuMQO=h|7mOfhXA>mRdE&PEDqlc)N*whvNd_y%i#;a<r
zlpmyWo2zA3yF2La8St|6CMoHs7gb<6zdl+R&ABn3Zrgyma>U(~a^4zL=r&Aq1iFrH
zkECJ<M<a2YYfROgW7+hLjQ-;lMg6Gx)kc19RpzZ&Fgv9}uZI|9P3}^j@xDv<iR*JI
zOkx;pJ|sj7A!2WE?FME;@aa7)^>BJJspY+zq9TL)<%a&`L@1F280GHdOsjsoQb;@H
z>K>@~RhBZzOk9lyz|?~}gdx*sTBuuDsllhFE(rD~>R3=C<-vn__Eogi?-2Rw=G%xg
zZ(a#Q6F}eYSjB~l9y+@i@f?2{tCt80M4)Rju||NbWCarfHF~B>tNCiKIYLa^pg&>o
z-ma4w>@Z#(MoV)$TXEH3AGR}9e$o-5QQUkKe(guDY_OCz=GCy*40bqI!+=G)=3#Fa
zqafVkIG;|Cnpn8BQNUoIwlp!RTk;}0;;|l0{a)dj@r1UQX=!@RQ0*He&?C{RqUmT1
zEC!%77pgoi+)iS&PFCEkn^$lFIxqqQWpgIIRupJ+LMEUXVV(0yXGc>T_Y2g;bUC@X
z`PL@tbp`89utxWTSJnITa}4g2&o`iMn)cykWobK}j>@)jzjrx<2Dmm*=o>h!`=_Pq
zo!MzrOODUEQ)(}Vn=NLV+zuDD7aA8Y*Fhd%oNw-xvQdX5=m(omk7qXev>GgDiol>s
zAkmDW`CJ#b8dx-{XkndnjjP~2Pc`eoCZPs1GxyQ=yG!j~&0O=oh&1(4>&n1qcr>}x
za${0kUzIW{4XFHZB_3_Gw<uyNTcbXw!TbuvP8%zn1i5|H&z+HiFO8hNi@NR=ZIZR-
zu>noI3aDP`mUELl>1a$vcV*fv<Eps8bX(ESL4`+P$+oqjhq=m-&WQNo*yBK#SLl6o
z=2{EpdmkYrz=Ldf;20ngK|hp4%M|S+-*)DbT(^tS6H!y>^);(RL`l1gSx1_^#Di*)
zF9yEaXCjqQ+|_M~T{ys`<HEDAI>K$gMr~_JMO*8zKJj79!f{U0)O1KmMH1>X9Iit%
z>GtihO;}jCJy3#LMMcZ-oc|!w_E4`by4}~(YTTcO^2%z|3t@4ttsbdp+uGSOLU}!I
z`O6P#PNrU?fzjn+=?t51uc|}w_%%I+R(0REee6>A^R}VKf#bx1)A&*Sk{AupKToDM
z<~{VsJ1ckC4|1&wHftBcMetn)rXs(b?+)wHuDy~VS9rKOm<0mNWGwsLJG_L~r^Pu1
zyR1i(f)x0f1WA1KOebS7^i5B<oydN$JDhpC`2BSflShM73VlBizfdpRc_1j*tS0O9
zH&Tv|BltY(2zYf@sVKr^%oQ9zKdwyUzpX6M`|ucA6|GLmK6|gxIM5Ep(nKoP>$<2V
zGb#zEmn>7}H*&TJXy|xl!4ck(O8Qzrrm>Gj`DM$fzmj=C%#KxT4|>c;)uKfXz5yJ2
zJ?;3QXfpF?HHg%e7PGF*HiYhMw6H6D*u<1-P>o11eaUk>TQp8bXqIF2P$Eb)t_{yp
zKn#D!=7TJWaF}?xJvo2H{V{R1(C}JVm)?BQuS%05`g6oVcM-kIYvT5LO7?;L--li2
zrSwyrYh^F2Kg^T7diHfw&s69987@rTBU|o@^eA{h7?4|{3%=6<J;{#=6Oxu+VHu9)
zcOAKIay~o#ZKD-pv>-#ch^V^W7^AcldbGVC5g026@bh*twJKFJ;TR{xvvD<C9i$;c
zZ;!l>R1vq{PY?zoJFs%+7o;mR;gD)2kZFI$jLWnVl3p-*o8k@=&!m!*H0u;($RzNG
zrGbwDG0NS*)W`#;+||<_M1_rw6kd4@(}Pa69o}P*DDmwM|81)nPB>>vut}cB8#;pY
znonRrV|riw8y}$Sz}US3U~rA~6SW5@&ySOEngn<q?!xkk0_rl?BUs<me_JaSD-ek+
zn-`a{m9RpEz^ihdg)oGNk+AI^<72A4D9y?(XWG!;mlN$W{BzjhZ3dT|y7IAQV2p%m
zkztAIi4PS4_jnNpa$mZ9y7XHO+wTvk6=QT`oTrAMu@BhG*PIC6wBKr{)d)F4P|}7z
z(Z1R{i$3$M%}smh>VIkK_a(!fvN6QXpHl#n$Zlcr{Xg1hD6m*i@cI-^7sICBzwd)C
zj->DTKcX$8R!94<GW=vD0*%(3u840e_IQ#hDAUVRP<<y1jTTJ;TB5Cz07RH8gwQGN
z;harGI#w3)QF8ua&Gc6+VD$B0_kjsqV2W(T3(@$_q<mqi&LN`X23CBk<n-L_h&-`f
z3kzSA$VpV?iU#!f3au!(T|PVxBx|@36Y<prr&(0oF`-tAR$Rj%#06a@$J`z)?A%g8
z&@JIoEG0(q^QRu`81ISwJjQ#R8Q#}@q=|g_&(Skspd~P~;AJx6z36>z;HlENa*V4o
zwwTfOs%8KrVH&U}IN8Dl-nh%kak|8>pQH>&nJKi$FpAa)KgKn>Fx2$E9Eyb<z?i|*
z`e2vFBo)c>h1t+O+FzT{+-RD@{u6hb45w28YrI>z?PBn{Ylbu88^7-8{;=bA7fpkE
zjV!*%51e+v0j@Ce<{jtKB$v#y)DF(Ii%VK8+BqoEe(a-89JN1I!D&GNG4wU`g+0(P
zqG~aS#QkgekGuHj5O9cic7yz{>o^XdXL}jIm<f_tE=!6LYx)MXz8Npy-n6_jilKE<
zc5y!9@|BephmFsZA`z*Gdn-<vo-rJeFDw{m(Or0XxQ}kwhJGHT#MXDX_^ED7O~A@H
zF}R0^d>^xs*fB%%Z4XM|)$LH6#gqVRPew1*kT;cWUU@n_^9OVJv-P%vp19svQ)kwD
zUEIqfTE`6BkCDEUHu_Q6O-Fbv^AhdJ#OU@uMcL-QM}8}<<Rh?IGZN(TXQ2NUZE1+>
zaQ4ss(SrXb|By}0RP`t9mygP)9+w(+>@@>%WQT)v-ZYN97P(TmBsYbSW~dm+ha@3=
z&{09=hh)_{6_7&c93_ccpNnR&nG(M`_ypfi^|u_65S(ND#<4M`Sn<y_k@%o7$7r(L
zMH%i4#GKQwXQNruRd3yoVHk@fV`9U$zKLIzq_JYS=XEFXYM41sp$jJHX@%3Ev1FFe
z=p8nXjm1BoGI*<)4t^WY(xApjBJ>|wpCkOA+n@`NCz*{EL-C=Zd$T`k*hlk0#YW22
zaP8&uTq;pgB<ePVOLPs~n>BD_g{u9Sqe0nt)SH5kqK_X!`wpq3wp{Ktq}J71jmlmr
zNOrxXD9_02BwNBNKfusN(}<9yl8DeI*6{8&*0jYBY0`}0kWOf*&udrjvoxTt34MD{
zd57WbKDpIRCd{KCuG){mmgNo~&YM{L6Jr6UHOwP{N8V^sEw7uya<Yhpe`IZYjvZRM
zb*}Yu>f%it^y>Y~W8B9?`Wt)a{R{K}6nvF=iasC4Mt-DelsX(>Ui=5#9&hj?jm9Tp
z=j{krurFQc7HOsh(^Ok*#wc0ct6~f94P3=^VNE&k`q#AqOCz;N$!FBpovT)cF*ga!
z7YMhSJ`K9->F?QELV65ZG-izKq-xQW!GvETg`lJRfh%vzqZC2|L@OmMDj@^1wBRoW
z&kqc!p0kpsoMpPO?1*CC;^g^umGuUSHuL)9y-{-b(NKPuH;w$;f_wwpNlzq`{cqa*
zcJtwU_Lx%7j`9BP&Y};^i0JXp|M~<KZT)Kjl8+=@?6N#ph*>XN{Bt}coRIq@Fr%?d
zZ<zeb2Eq`@NXC|dwL3h9+SMP;ZmwD@*{l#&3;}Yp3WKN;=@>jwste26x#LKZHvLeW
z-P3T@%DFK1j4HL4+@&5FeTD?+%Rfa~&}A#Vf(O#dARXovFH>-?(CnDyN*e+VoowZN
zN7+P{k5t!B<Ku-W^h1Tiw%|6;f}hIB8&C^A>J%{nu;MP5M*w(VH_7(zQkg*_VEAQR
z1X-A9u%K2CRAU%5s%dh{nniV#5htV)tI9TE%YhsgL2!m0Z*0p?k!&gdM+e8<kB8ZQ
zy`l3~)iqZ_lj;uj_(zo4k9E6d7W(d3+4Si>I~Xbfv0Q>QQ`KLX6+4HR1}z2(Sj%x;
z0{AL}!!N>V>b_!^B8*nFX59{h!HkXpL$XqI@Fvh0W+r>u5;tFR+fubx#=^XvtBnHl
zxGu-WwjNV9G2MLs;8)yJ5AbalgY(%x_M^uK7`x%$sHX=mLW$3T58;fYlFISnmJ3jZ
z=cQ2j7J!*BD_=!wMUBgS2R9t&LW6-Phfp*cjmIz7cG(m@tD=EGB_$$`Kn09q#h+He
zh1e2!ien~%Bs!@9`L2yVd7To0Mx;`Ca;0tdQs`>lm<rsS<g;gimtrQ-ISGTydfKK`
zI?K8K!x7t?s0T5=sJ;o369StbLQGxmG$SmMWdmH9mne+wdhK~V7Y(xXg05NvZU{jw
zPWrna6$Y$;JNmrv`Y(h7VfE}k;%pHpNqV@lJtn&LL!lLT=%S8q1jS$1aQQ(QVa^Gw
z3`7))V~F&Tp^6)!BB>1PBo#H)xEDB)VS+Av0{rE7yNhOlqG4Pka;Pt!4<Z%F!$(FA
zTAh%XG9ThD!rYF2M(>sFbI=sv*<#YhTl&!5gTz*n;8(b^qDR~-KMo%m#!$o35j&Fj
z<&$d>v@j0*?fuPT1Mqe8=^C`&JoYkAEzJ;2-VpwO8iz0<<#QOeD9Lz`vckCHBN)gc
zDiMa#v&~vpn@BaSw3TpXrjFB3KSoH1o+;XYzX(%ID<ezksFG4nb00OC3>J0<d@@8}
zGAs#AnxHOYZsd~=3~?=gA{cGoNjLf|I`r(YEL_Qf4=Sh<KJ5vrpA4olYq*{hJ4xAV
z#-XYNT4YwCnzdHxMqq?2C2>SaX734ZTQs<;$8gZARi^0<iMAS;7Fo>O)gDZl)Iv{q
z4xP}Rv<dU~G0%bhy(pDL{`eQQ|Jfgw`M=_hTo5f)nBL%rz*dx9p0Gro@EV(<Z?@p9
z9mD?KqM@SOaFoigrdTmPg$$ZfUkfo37DG6>oZizSEbNTh6dsm79XTtOmvp(fAN3;>
zycaaId!pj1sSH(r`v|8{6oA!U%k*xVQXQ={^pO4JV@XR9GcgNd?xFd>CQ9unmiKa{
zw^hM6yZUSdVgGV_<<}8ibZ$xJx~6GhLlJ?gp+$x2zy+s3x+KfXyMOhSoR5t%ohuRA
z`iuVvtsj0=us*nOnIW=}Evx=F#x^Q!MU<t1lL(>xC;Lodq5ACI>aO*QXo1wHXhrSy
z;c8j9A+f6nDHTl$&dLb-_*=0Zbu1Eenv(Lw#WSeKxbgR~0XhjTur87`k?7piu_bsu
zEFI`ASadl7hS?Ie?dnc%#wNFjQIb#%GHd80ld4m?^(9S+8g@zH)(;y`O6BY+-hCJ{
zc;l4Wo<Qa1MEb|k_X>+vLdf7iwY7}^A1EUZ5Wk5{KICtYDf7<&KnEbizZ%ZJIJd|P
zKwr9~!SdLqX#BS!Opu6_xaye;H@OHU@qnZY4^pv(YM<3=evT*#>G{-o>coj6Z#2u;
z@{R-wTV$vhTPudv2Z9tkZzAr-bDfzqnOdTl3RUJ@VOGls0r8d6QN<Q%3#x&rJN-V8
zxxh-Sk)15FIXHk<kjV^u_uer>52n>L$pO(7E&L(IG;ghFDxtUY&tAv<P=<euvq00>
zVwMNzFR3lbE!77w8*4?a?%!3v2lYLFL^xoM`6t6546y$++yDNctxLp7Dk~ddg~qIp
zM0{0E{9dDX3Eqw@M!it-N8<Z^z7OcH6GtBGGLt&6M;k~t5z4%Rx#T6@E+I@prg4lQ
zG@Q9rL@DUXb-RIN$lQ^cs1pv9hI-olT;6WM-QXE|j@Yi5Ai3Lu($lvt#PXCUPLO0I
z+Ya2DS(%Q-*%j9W=0HTvHBQ{D?~>G)wE-~mbWeR4U6uR7YXdw7#%GVF(7&iG`CmYm
zV1uT6NcCrtDJ04ms~1P%%NGH@$cne@<QfH^CGkJNypYdW5k%BCt2Hv3w{(Nqa$d_V
zpNdKHuWo<E5oy|mYZtG^!rsls-9kGMY!Q9>S>J<F<xku&;|X&lcY<c8!~JI0*Xb@7
zv7VivTz!Y(xHtH2#PCs5?frp(J|M?;6;6|@9YIz6)q@CrEaw!DwC6`jyC|I#(LY7x
zFYbcS(Drx!<GA$>X83T1{wX!&!gaw>Z>+v#98EJK<?wlqmK3@Ou$nnAMXpN@s{~N<
zWM0zMfJ2Ol$x{#C9DNt;5|5W09m&ziOj62i8_E$DO8E13gj$@RL7_vX@fQt_ws@XW
z^j);8^HqdT>g#^tHIT@zXXLa#BQc+30G(8x1VWqB>VQ!z-GEE@>&_fBB%wt_S@QL<
z41|qoMPko$Nh*67!0J|Tbleqa{-+!>K4;@NMnpICPx&&|pse&DpUT<v4v`YQ4pcJZ
z1GSqBAP2-7<L_Ob{C54TzgYl&FF_RT5kREJT2Os*VqnPJSC&TTH`yH?c)5A@B3}GU
zv>c~@5-krBtB27aIXOTl?C5B#<gaheGc!Gja6QT2=r8tM%5<%sy`2LLe3e@6YdzC|
zOD!ByRHs+Rg-{g>Xr`^0ZIAxSAu<Fs;+2DoMop#4iiU>Ez+OOFfuxqkF?-z~H_smJ
zmKpAN-rRW29s3_t$+5*tYI%*c27r%qj#_0>oHCq}i?n(-`mUSD%?^3E4!&u`7OQ&w
z`E)m>(i>Y$ktT+L(s*=T{&ElPuXvU_)3CB6vhY4_Vb*0pSKmJaTbkGE^ylx!!G{5&
zjVH-aIT)9>rgHg$pTT~r%rTiO`u3FKp*W;)vT(4Z0WjsPQIBI|W2bO=@Z5YLKts;m
zofEdbTYpiA1k}D*j;gUGFWQ-MgYId?9s-V^X|8W26*y}qa^${4Ou8dj3-@{>WXAa}
z|4@TZ(}_}s8WWe`&CL5;E?Gedp2sz1WqRjIU)~oK>|$0(KVkFj@MIj0^J>X=;p5H-
z@MyZ5F-ToQA)9t`G^$}K%O5a()=;HqOA=yQ?TqzKG~diKb(TIX#CMhy<KZQknX#eC
z0V3q5{17>~<P7?&_->k^FhnA1-3rFhE*&IshT4OwTu57_nNoSn$fC{%MnZC}hgV^j
zSK&Pax34g4uF=Gp#&ULpqtwOZ#a*Syq4LTJ=o0vj0hG%Dg{qQVl!lpjf+{0px)l^>
zk-Zao6seN%)DB(STpcIMk%lUf&MIg&ctX42C_79s*FGy2EK`SGbx)cKFj`2<hz+eM
zF<EU^y??7dN|wH}g_SFw?**KewY4gT>+xiFWG6bBtC<3?GjI!l3aD|lkzMhH`D$k&
z<>quGWUk(^Zhd>?_T5aG{qB;8_TyEH>@`1lTJ&R5v)2@<sH>AUGyV1OySc8GssZxd
zbQP=Va_aF6psu;^>Xbt^zrOt9eh|oQK5j`z6O4kdY73ZxDWDD+GN1l*3|2KBZ@&Ot
zpI3)QFJwW3knv?1jrW%+pkIvJd#3B^2mq5~FwVU7w3rA!udcy6R{i&neGvMmF%#x|
zzPZcp;RLBfrv`<yZdgQR^r3d_6b6&eFdBuWjJ6}zgpOKa5I)rsP-6)oe*FFxjfho{
z#CdY3^Ke{{!pr@R{i4{bF<dgMBQzJ^>9fw&-tqPsxWZ;=+uZZ^V%^u#k=v-T(q>!(
zF$~JJo{%pSITC34B)Y)0)*sN;?+wbZdnGY=UQR9WDHk~nHqsYqRL4WEPq&-^MLPs%
zsMt7cfLg`M#d^NX>-MDbf?w5kAEuh`_D|UPOtEB)rO`x@AK+g|gf!h1225in=z#F$
zr*3x3$wLXaGjbTTwHiJ5XCw$cPeWq0J-vpOSsz>${o93jhA=;|0`HZ`byO81KbRL<
z!iMa6-PbBe^PlCU3SOfQB~{02I&AF$F0KkqV@s(ylCXYI8o<+gZvHlxzP(-ogtMp^
zECTn#uZRQC>#&>R{gL{aD$Dx&%WR67eSZpQLOI~#1oZWlPNb0{*?+5u&HVpeMcf2b
z#D)uN6~KR}t)Sq1F*j)5YeWw+FoU2r8S2Svk){}0N#X^u5)Us)OXv-Z$IMF@F@~SA
zDR3z(q_FmhJTOrGkoJ4O0S!q&1OVC<$;5p+&ODh$PaPDfsuz%*5U<84XB-S4^-3PG
zHGvpuEaSVncU^fJZcIg-o&^4ocLy0>t<NNaf>T$k!T5xYLEgqWNwIk%bW+nAq{Kta
zgD8|{t#EGuvQK&+#E={1k|?zwWJz^nUMuAn;`FAd%R(}AEf}BEX0^+ED~yOn^*&$c
z!5%nf{>!DtC%sWjx6W(7`N43)@#b{vyxe?{=0h-5vJvOqwbJeCw6&(~m=?3n)#vN(
zmCj(?yg7GJ`1QpK5b-k$T;pY;obEb`mz%*vUYAFCrRlIiZ&t@kUZT_h`Q&vT1bcti
zwu>Rnar-NEx7!R$+5zaT;#;Z;kRMJ)28PmKFWgN~2L>U;6z6yV3gnhAfW;wdhyj}|
zh*?;ewl|wBfcL>}QdbbN8Lh%^Qg|F++_z9+>Q-Hp917*is&rho-6&y<K4y1F_-_hi
z+7!YQK;!;&E-qTQURMd&%*|d9qrY-EGd?>D0khbFo7oVMxeuQKHh{9KO3YzvsU+8R
z#v_-@>^Ks?3z9TIr#_~BB=1nQxZJ;$tl{el3MvQ+M$UWz#kQin69-qmt0G4i15G#9
zdqZe?&2HwJ_!{fchKiEUrmYt|jk^H{1t6?ur`Sa~`GP^Ux~=1YdA4#c(&NT~B5iNx
zqO16?tl565;K{jGL*#L}6gaNDIa=!j;Tg;?wg#n1uR*;E)T(Pk%*@TUAvyNgjb^6+
zG?Ao5W`$7G(+?Gu8157)4Bqxr8Q)sZ=r1KyLeT&LA@lFLpSceKG7d<6>YBOF;ocwc
z^h+m;LvjG0+SUXn7QNNj*C+^|T3yVeGf>2{(m}2N_G+xk@}b$<y|Qu{legYsM_n3R
zzCmZDPaT9+NSvnIiu^;TowDYYgg%XdqKxTV^NtX4$M{kEGE4E07-IXZ(UPqybDNh;
zWbUl#%>KR4Qa)&(84${u<{5(18x=!?$XI@)*p_KcMu?>|HO-wn*FnYgI*cwS5h9U$
z=1~O{=KWh@gY@(Q3O}G3pw)tTZ{@KjJsrf2YC}^o1Xp{;e_af84&WWg36JpEdYhj6
zlD)!m<U(^volhkn48$0!A@NsHDRx_ruQg8MBW~|oDtL>=`_RGz!sEAcsq;rf(ChR(
zTg28*@H+6Imq~JgoD(!X_7=^}vt<Q<N2J$!1Z(E;H4NusE6a*Q^UkpNqpn1hewVw;
z72()ubG;_OnBVN67GgQ0kZn@+R13b+OLIF4=<2#(1)fbT91eoNiGZ02T^qOOGKGX-
z0MmlNNeeYSbUahSbkDD_`EIUx=iOy5vH7^w_1wXO5O^dzBvN=DFe1C|Rl<Nz3zfCg
ztk(hO+Uf3)>q>{^#KLLLY!Bdke{h-c3fKey6B#d~Tk5$n;N61Ig_o$_fI<s%CJ!hk
zJWsCQ5duQtEz-N{6zBaT65&&s%-QYj1h0pi5WqfxF=QB<<nnQWuwSU&f$FY1Y~XT>
z{+<yKfr9we+yG4VL*f28aj&K9aXr;=MZNE3V+6#zP`l?sy+y+8ZhBbbR^2|(b&Px)
zWTT{}t=m^wxL*pp=W`oaE+4pR^<CifT<y9Cd>6nKKzWUiNS?m1_`9*m?f232^7u@-
zbx2>joFM_0Ge$V0=NK;@YojbQUL?ICciH#)O#@orVI=$aLXwa@R)3~UJ}>FO2{(+E
zD*mBA<02sI>K~?ia%;MJFvZ%6WfZxdt2fK6RNOmchT^az`dqf1r3mdigBD_F4^*bH
zfw7r^N^Y&ope6yT3;qh#@ES^V`c(<N?T9!NzpbI1hULk0M}!m)fs{zQZ>^=1sZss`
zM6o{kr!uqS`A8aN6jPOJoe`5*O~Ud?lZ@y1GP7-(tp-R_d?2KA6Gc)&S9+(c+6Wr^
znj7%-kV%4y_TAzIJAaI_PgO=m#bzFLmJIh+P{RqWljU#!{KrnSSgl@6nGfg``0Lh#
z>5?VHc+;KsXYG4TCnhG?=WlNi6KTt52tD%hCv<MgVa?brqBZ_Y9xSb~fk4^<kbz#1
z3rviJp$~ZX^o3RUPAtX>s`=ELJ?%X_6b4hYItXkRIgMqur^<t>x`5Yk_)dR~J$UL3
zXq00YYTr%m^CAK5MJUev!43uf{g^)TIM&rcr2Wp$JHWlh30TPZ-mw{o9(eKE?e$IY
zeK~4(1tN61!POW*6Idda#i*^7kpsty*B}9~&j$#c##hJ>+E3t|ACV9n&)awF;$?l4
zqbsx|Ei95+YpQmd42H&U^*}_pbRNNc-jR7<7{e^m)%%h@DCA}L<tif;I<w%(E%E1`
zCkSg~$vKu*3cPWPfAC)S%~80G5RDi17+j+^*%#mKiwY243-<j|(3rtt6S9nz9_l`C
z<w<hlboiX3Qln9898pBvaeLl8LQJ9k#aWg<qOmA7ou_&(2~-KR@1XarYU&vcw``oD
z3rr8~WW=(Pt0l9SP{;(OPRlO)-Cd{wEhEnS_A4mvkFR(zt9Zfej3YAkTH%X&mv0}Q
zcOI-T-eXVzngRR-I)6Gr`sS<(g0lhv@teqgxS*{?C7_BuyFvcT8KMV3Y;^wh&f?$k
zl+hlENk&qfKSSL|M&<QjS^kiwi4n(`8S9l6l6`qq6m2&dc`)#YNi8*(kIcG6I$e`e
zsscl|afYIjUg?ylTBb?dk3&;7nwXsABve*7SOoDL^grbDM0owiva2u2hU|($ySoTP
zEZQY<1=ccB*&&d)MM^pueFbeb+bc+4g#gWp{=@f;N@N;gX0v5dDY^?ir*;|l{(kRb
z;!)#mvaDK0vvVQKhA645wo>J4Y7_<15=$!MHCUCd2tzDAw%NGO1P9jFeQB~I2u}<`
z3;2+?#RCOA2W<Rbv~}7K4?XCAZv2rgWqGMfITuRv+b2ujjB-@LLRwXw1fk|2Y3Nu{
zLFjWNsj1TjL>w&eITf8XAzYk*3UR^1#2HY9^kwo&^W-(Gs(MyL0&fh^UFDw@t#4G+
zi>Brtdg|+qMor#DZ5hDrvwpze01MC7{JDg0X88cAK9f@kXfFV>P6#Y&c4m~0S<(x`
zvU-($gvmu?O~AvNZ0S?}6_ts1!I3M!;bi+;i;h)X!ux|?tgy4(FJPdBPY07@WAkpR
zA2%4fZ3rUwclQiFF<GcuKk@pX%iW#<BG|LlH;)6<{~&^W0>{17TkXB0=a8%*Zxkl$
zuoxK53RB9L>xq9OAt(vH2{+F(qZASU7@wjrx@8vez1$LK_^^kp&S8n1IO(l>&+Mk;
zh^k^wqFk0(K)%)JYLeKpsst}#KB*5$5leY=y>*`#bx<6JztMYIW*t!7XlbT^YQH(H
zG$%bbLSxmCDL50OxQ^6?Ia8?^->OD(bWkc-DXsPaXMnO7F~y$aMs+ozzqx&&C){_6
zDKT>Y`eQ8Lv?4A0I%_B|urDrT@c&nh$k2i9;`oOZPX!5tRQ#?07roa?kK6x<CB}wZ
z1&T)O=r$|=@f)^dE>>8<&U2y$?Mx-8Z<c!Gb6Gcx?rjztIY*3oK;ON&co@F8mx1`X
zga84F%Aq8dIl3o~`|3BgKtq-+kG*|Vem#(V^6=-upZ5$s#tvLC>Haa#lUu$Ow^k+E
z)aFCcwhWBAqeh7<Tsl_tdbD>S-_Zl8S`-BW4S7U1*A+8N+Tlt1Sa!XH-?IO+-oF|7
zqWIrz@snPG2<R36(8rOfkUu66GRFJ9BYl&%3d{-D;a{1KQWY5;`wr;CgB3Sf<Ef%f
zArUsIxw}LmeiGs9TxHBmdR^E8r(KD}8Xa7~S!fXQG}4}2MH=VIiR9UeFtZA-SQ(zy
zM+77z8ArX9cY?I5!!0{C+9sp+$cI9?zjI>L91*sgL;TEG#GIaM7&X9fGGSL7wXl<u
z#*zsbL||+Dr*Pl*U+mUD0uhK&q^9^E!WAPE@@I2bMYavgB_<88Qa+>sQbB>Vf@x}(
z!GcKT8XhH95{uT?Bfk}$Qy2DyP(?^x0KS8U+9RN*Pdh=FwOG<70X|Hj=^Nu+F-okW
z-%xW@jbv2v#wv+h;l^v_1u+`i#mV2%6fY&-6STm}SDTmVdgmJ=sLrtk%L@`w;9zGa
zB6(jmK~5gg@tUn9{WIU1OOZamhH^FfGRt}SUw7eg0;SNSo~8JIGhZ*pOpp)RQNQ@%
ze(u*K87wnLC+H#reK#DY)|J4Ikx&rVU*>Vl$i{=YijU7;6p#72j6GLS)@Pc#ThN!6
z7v53Qh{2tBT4Nc}FAX0ruZk}|&d|9WLDnf=My84OgQ@VN!8nsaI|_}9ux5XQ+vgzG
ztWdF9O`1p$6_gP!oyL~ZQaq37C1N^@24lDCYVQ6H9t$fC<#3DaOPS)r@R$HHvsMdF
zjFHS1W$Gh++IY8Rp<{I$QOzoRPI;VqE$#K52voaw{LZicjRy=OPp*r9n0$L6pZ+2L
z{uTq^HowLdmck;YXvn{gkz}Lt)y3P&tpn!>YsFHB>dh0bl^=ediOyT3RpM>UKp4Q1
zr!-|5^Ngz*h^Z5Qu8?L{;0F$?OBwd33X?#}G*eXUz5(FG(%&(6vncCzDY!o)A!^<Q
zzR4$lO921v3KAKHqj)n*3?ElVbf0{H8D@!DKb~CJnk81YKkZr3_6IIOR#(~*@i(=h
zccx%Lo>+wa*{u7`3&UY7P(4RIyBYeg1fQ&Mha2%a-_U+~v0f#mYk5Ixba7_R3TZ*=
zYt0%SyI?L$B5>)*qdOqU`|(9kRIMa99$Z%blIw_n=>mTfuZ@ZG{kr)uN82qeHE6+?
zv7b4chfh=jky7rZ3TjmQ_GE;QMnM!D-%in#1x_mkc?@GOi{`lE5Pu!0KmrK?5#4mg
z;eY}6)muCi(h%BsQ!iFmkQ9Y3+dg)OkFRdR63JCs9XRE){A7fl`Ul<P*oZJMNsUrg
znc(2pD)A~YSMLvn9ZmNnVWm?#h8cpp1$}0P?HzL{f;Zr3l?-&V>%t1smho3UFvz4&
zGOguCU)Y@0;3(jzuRdA>038Zo$v;1OQT|I}rWv>U50k)?Bc;?Lx5483*bfSHeWnRY
zD!0fyHlxW_S})PaBi4c7Z$9CP7OKcUmX*qf#msJbbUm~3vRU>`mN)AqS<R0BfYQiS
z#Nv`1YKI8g>yF8`C0aZi7UF&>VcA|Gcv}<k2<5Tymh}&loX~}+-I5vv1kvh($Q0I@
zcvKAbSu>ZSEBNCr{ZOl4L^}W6r_8wg@cgK4D|L$Qoj1#P1k(>$l+07)sI<-(LY*n7
zu`-N~JfX>d;CACp#wS*U3@<`lQv$%%?+7LYo?eyt>w;MS`+q$Al@30K{trrlfysN8
z#PDN%Dg~x8nz9s1J;X-L3l&nU5$quQF{}|j-1hjgTu=8;-<Pv-E$WMG_zbqe==%jl
zBvEzCuNJ2zRJJ*5^9reQbA+8)kNoybmIaClLINl4Itk~Gwa$2A4^m!diVBj%nv+NN
zI4OwDzfoC7TFd=;B?k#0^Mw(Ac#C<AOoJxT6DXnKNkhL(9fftcGMxKSEn8JH3ub_@
ziqwcIyKdc}B-4l^*YmAd-W}w6Is_UCMQZ`6_JCiKye2iB?>*_cKFl+`Hg**ge%>pA
z6a7&1XQo$!j2XF-C){f$&QPTe)m&D}!NcS@eR2x`v*C}d2`~S*WGBzEr|5y;v>j6W
z4Sv9I&ATQci=r1kAPZ4Y3FLNU<fi5?-`AtIgJ}}wu!iTZaH6(yVC_nRT9~PKk@@Jz
z4a?VQk%Wjvmyl_^i)x&y@OKOLs47gMoodh;YO$E<$z<fNLM-j0%bW)DF2pK+ucN0T
z5<qdhZnwLHH$udf(8Mfyi$EZu#>sEp%S9zo2f?g!T2G!Wl;pIok3Jl!ks#(rh)H)4
z?OP|<{PANj$I6Dw^!w3v*T)jQ(c<|2C3yk+)KY21ylAeU!K<4_8l@I!rlQ>ed6z+G
z6Bj~yp?@45<AbNheoy>3X7QYH&a_O7s$fJTYbJGs9WXyh&w_iDY5>*jF?8P7{a-Ny
zGAjDC{)y<Xm4<K%H(a7JMEbB>NrPrBm*pZNO?I7x%rY}W2hCpHE?@%pMeav^jqr6P
zI{WHlVo-FJLm9E97p*-(_Wxn*Eui8^+pgV-kN^q6-GVgk8YGZF<L(YY8h3Y+V2uZN
z2=4Bh1b2cv1b6pfry4TvJM(@2`OjHv)=Z{5E2O%gs(R|)dtbY4ufei#7c)V=5jP~C
zuR@IKM}p6cnt)b>=)tX6mUDPi{<wp$1%6~ey_j7rB3x>zo;ackeHCuYdT7bJmK}QP
zN_&JM{=(4A9VFd7h$IzZM@-=yf0P3yz16eS$H!?oYfF-y?wG9m?_5fL8n{E&{o@KE
zhn=K@dp$ss{j^rWT($g(Wpw>xdd*~TR&^aw15wq}N!?SbIa6d9zy~lH`{2Ec6$SfT
zasSzrJe)^yAr9{v{@mvSHi_Q(GqJ$aorY`Z+ET|DNBQgp`DlyQQ*)=IWg|z3E9SkA
zm|<_BIb<_*>OmZilA)|cq(g+{v8)znX%?GG)cabvlcz_0aVYEHS?a>-aCu(tUfma>
z5R}m@Jw~PZE-@j_bkskn&~$mD&AC^fxjFi?06Vi40>4+Fgi9<|!8S%v3^tailaz;d
zA}Wjgk*Y8xvMm8hpj4lPs+K2<_DrU}0O6z0Pc~--iz;XdUYtU16juH0K}=T27_L4d
zAUHR<2!+FgeX8}NK>lS`m@%bzgw^$6ZM+V@%SZpxz6>(qSYG{E9S?e5cpTa6M1UMc
zaMa4n(zwMHg(Tq-_Rb}{E}Iat7#1m-oGEr9(G>Y2{o|spJQa?+eHXu^R5TYFR^1?e
z-%4FVt`Kt<N!&Ikde9kYle#|Ir&q-o1HmfZNL4(W8Y@reg`O$PFwXw>7Cmp1m_pWU
zap}zVgn~%&sy5VqX!~VEEzNa6Z(mb7RKKT?rXn(XG@C<Ag+q=aZ!1MFhH0?kGR@xk
zmFf_`eBIY{^wV5ZRFYqaHf3+B8w1Bcyn^ObY#bUC{Sju)#+&NtgOF%3r8e?YGSqkT
zRHE}*St7}8EM4a-qCW~S*E6$4KiD@s2Oi%^VY2Z@m{k5BW%(ag#)k!>>Kw*&b%6&T
zZ$2!8rS|@Sl-g1UqvHHP+?Q>jQH!GH_(GYEgvc(Arh82&SU^E*#lm@(glFo)2aH!I
z)}NyKsU|4^8Q(`vO)x?yCM17BB~moLK#bQ6&00JSR3m8T;}bVQJqjs)uSEgzPBG3Y
z;O@&>DUNqk-fP%N&8)|iV$hjlIwhBkmzPHm?;P)LK~m{?{5BF}B=+f-%j-+(3~kvM
z;s81x61F{^j+um658e6>OGb(;OaEUk%)MxywvvO?V}p1k4JLwkgn8553Af=QKTQ9=
zHb5CT*5E6U|8;A*|4?B2g#X-L=K+5wGrw?#aD1*bA|!XjSSJ7dhUlf>6OEo*$#RB%
z#O&Z&zP>$kC9AbSQjUqz%P#_D;%wv4XKVp3?TjQ8e3I~-?LNjPEUQ(A;m`=ukU}|j
zQ!!dOC5o-~C);1%+Tb;0j|g(KLQMwQL>CleX5+SF1mAXtBkE4*)wy3H;_3H&JhGY#
zusFgyJtqI+AR4$%a7G}QZzR>4xe;EpEW)18AsI`XxXffH7wKi<|3R&IpeDYAJSZUH
z<$Bo9nMey}K@+vCO`pR>(x8VO5bTg(k0t*_{`?xEx_1`IrasXtHo8Qyq`Ht;>2>#B
z0h__6a!g@V<#|fuFmMeyy99ugXMm7yxI(i<$yWtX+(FvZBGO1@Afv82vP%?inW*6s
z`%>KXu(?K8&}d;@sPVH3)u0!TRK$%P>8hX@MWSUd&GP$Jx1svoPRgUWVYorEGqhhi
zSc6Mm+Z9Z2?SGK46FaILd%ugx-V-aSc~0Q3LEn?8in9x9Xk)SMjleI%R1lOfBnkcN
z75heT-{>*Rg_I-_hK8ZedW|@7BEsHx|A&Lr&K>;wAph72u($q)4H359nP-m5(OnbA
z{M`elV)`+@{XV*2RzgeH-4%`ul_$a&*-IR2{J~1&Kj}bC8_g8N&MyR>pZji1{*~f6
zyT%Sbx^E9==E*4Z<ZNlvs~vGTgCVQl#l)6HLar>o^VnUB?wJ%>WOR@B+H!RY!jGJf
z>rT;cNNGOg%jq5(x0ThMC(dF!PGvVf4t(A1lkL^#<ga-FHl5|3nWsWk)07XrKa`+L
z;f43SSF;TzO}DzIM-JWKd|T0dgk_N=mkyPc0$CHjD|0|Hv@|Zt|NMC}vE)XZLFb$2
zvBF@Zf>M>iaz~Nd8Jpw&cwTw=d8QalOP!nc8wY}LC#*_J`wTOsy4xwgv-jqDXaU_k
z#kmVWn5feV+($m1rUPo;?jUiYtCJc`_s(DMFL=<s-2q-fvOzc?b9-B^rm|``t<Phl
z1vGtf-u0sggos9Vx5d`5M#s65LEJYVyp&hca7z}B&tu0(HOx58J<QJ1al@KjZc3Wp
zTEFvk)PVi4*Y)6^YHRz*eXt+q;&O<&z;g*DdllTCba`BGXL~i$8&h<(yHDJ(ij3Vu
z`nUL9cUWI>#$a(Xw83xG=(?^oh%yw%EI9DyCJqQlVq><)DoxO-Uu*(z$^&VKK-&G<
ztKtGcC!E*3|0`WitOpqHZ2T}v0TMz7PXN?UjB<%at#Q8~t9D7Tw%4VS)7|dC{^{n3
zl;x{?8@}g*!fu2*WM#<>6Gs7f$Z(O_<>+$9_2GDs9-yJlNX*}TsH2Mxh4)uHtJZiw
z1)e**+Vcv44)8c_rQX?JGItUT1DQl1!%(L02Mot;yuPh(J$gb@Z9aABRl_%*-W7U9
z6ek8=Pvu!X<JY<d=A&Cf8Fs*jqN`6cc$M0HezV*2=*G<w2wou9+^RGvJbZwvF*En#
z{7PiPy*R&AS|+H@P(m>4Hk$h$Txrm)UWdK;snph*k-y>kyEh{co(&-wx=VlYjRBU%
z1wwzkiO~FfK7eZ=<+^x-+&ujA3l3NMg3!WSZIw(Qtb0jMn(ykASM5@U0;HVP3_><R
z5Hv0AEad3d1z_V(2E}rI6f>EMu{OQ$O^&Fiv#P;HZ+lqId$N7M<oD2h-P%hekPYa{
zb%_eirVA?6`~g+;F=b2Nicpl#-JjllN)7rdZ`>1m@e^9E75;h9XEIip{l?}~s|uCm
z;VxEf&rsNm05+vV<`3qCjUKf3oQu5!QT+0ec<RMXCpH<ZQ?DeZGDolSh3q%I0Jmth
zRx5phzVT2O;N7StL*_LG^T)^6h@20AE2|CBY3F|aR8*)4fYQ)j<!X`B+i8&|uo|JF
zdffQ5(%V{S#lGS%9Zd6o3FG)!HD4}57d--u2WCOAd~xXO-o<n4K~Or7K$OCE0dg;`
zA}2<P?e`gn*j%n&$$0yXC^3K2Z|cfTp-_PS(HB#qTKB`DX?QsO=6qpL)k|MrZ`o)D
zYP|82&!UjS-T50bzq(RIF~hrX-RJJGTyH}EAJuHSmn^KgPEV-FLL-vmNSEcGnO&a$
zOJ+9}nC#C?YUW6TU}PZuFQo0@%ADpu@!j+wP>vO8E0D(ZEUz>i$==;>JcjA`D1eUd
z;qmj`t#a%CL6JW_1ZMnvo?DY<#e7ADg>RY~xwO<_soX>cDkyu&PJ?KY{pKY6JtWT>
zW+j=qJux`$L=Xvib2SsWV%pCLvy*rLxwFntLU~0T;0)tG-vt3N_YNSurBmsA%1>0A
zT`MZpKbbxK?y4wHv_QufAKqI+|9a&cdv+h@@g46(E+f~+a!h_PKfzr7V5aAEQ!fX}
zV}>wM^>9@-Q=>YMV@-o=6~R5Kfk9}@V-AJyR`R1IBDNyH!%1<m05*#Si$VaEwu?p$
zbo8e4#Raud!5W6IuRtWJBS$eqIDIVBU|kf-V^BL<*>`t6d>K!bl_Ml>9T3u(IqHIs
zwe+E)P=I-~zKvByriyWKG$Ye)q3~f&{kRxElS@QiAb#g!_m>PNk&X61`Y<Qzx;$^c
z^S5_i6#J8P>&w1oF-j$gtWJkQvDcdb2B!wVSb^QFjvO3j0*nDAyBLVZs_q=?bDEC+
zlFN7|lfbs+&tISO5EH%wGHzW`S7I0ovxA#={ckCf=I?_W@T~w7OE`2R_V&&jS><M{
z9v7e@T>e1bZ@L=TkB-{8Sv}ln<-Y`0v3}>vYVbAd&iCdCO^@G$o`>JRr8;l>pugg=
zHeQ&mYKC(TgXM98Eb0hv*K?9HM3CyQiuW<GG3j*Vt}f8+)IBl7c>F_(%y);T+w_rf
znbT9ZT>%mP^^+S+#QRhU%e#GTt#7CO`p}I$qx{F11k8=Zs7fj&W_6{z=VDsPYwfa`
zr!P7FT&z|cFLdnmx9}5yf2MKdUh$j5qmEflCO9@rlScpw<Xo+d+051Ce}b~Io*e9f
zYTZ~nvq~~x0NAh?$n;0Bu2is0vY#EqcCRh3!sK?K0g(<KZ*3?3|IWn%fRq9HAoD{l
zpES(grz$dHlgl46grj_P!etG_X2`QmE9e<&BVL&jopUVb^XEnBi;Br#DTqph<kG%E
zlF6XaU~tIX;uahFH2gXAW;8PFR9{a_Gx~jpPcd7{FNwHH76wR`fC!#Ghko&-TGi%}
zNWm&RupPA(VI#v@zd=_ymo^2z@ckJTVE6(oUm0hNBXPHV@dj~MgpxE`%>e1yhZxuM
z1HjNfuiZB1&D9ie%bHPVn01m&kDBj*rYC6Q7EZrB@pU;j+brSa8(|5aRK2gw3@ClR
zsR8)#HR`r1nDzZ4ayZ70p~ja-4q!!CxVJG5Ivg|m&k*meP|!HaP^s?oOp(+SOfBV-
zTR>%1K_aH8Voi101oErk(d8G|i7A*@McPe=z+12I9Y0d(ddV4R^^yYW8!&PFj=da4
zAPkmydlNblShIi3*k`3p-~azB3~OmY``<7u2b+C(42(wk5q`Oj@a`NgC)ri;kElJz
zL>B&w`6O6mq0rSzO-}B5>BV{W$2a@4%Rtt!5y*UQTe)X8f8wtMZsVuKR#%Lu$sXfv
z@4fj3rEG=+MBaopRcG)0#wWHkT_Uj+6dXaiyMnH}WV|9AHD_=g4p=7W)Yhoj^uxc~
ztPqv>6Z8gTXa1%$eDKLp-+9T!k2$4%`kAT%PXJH1-(S$YMtQ#Axo!uxpK90P|GGc#
zUI&2)P26l1E~S44Xiv!w1O5Msu`d1380&}q$*CNtnv>pB#-{7rtk?yZ5zAu65rmcp
zSTy*qG{@@J7s@~U2z2Ik+yqf_U~kSf%$%2Shd{MmU0}bz7|Z2+_Sj0R^aF&KsNn=n
zN}H0j9Kg*MsN%SX$_i&p#gUQkk)5w5lNrP?@ao7Hufaz$=tRiIvO!<IKV35V#o*A*
zP}Z{dR<oz7;r(TIb<U@|&jr{L33$<<?x$8bS02-TrA6_xeW+OZ(HMc;K|XJ##KLV)
zBwk!}{}eO#EmFW+7fJg$-yYMJ<QGGng)fmyU?E;JgT)_;XM}5_)-v(M_7TL0y?gX&
zh^1O@7;_L0BTtI6b!;@3K&U?M8hjY9X=Pc2IqTIfrj47`UE|T#=Y_fJ62pRRLx6u#
zTz{QuLP>OZxsLT#`M;r6WzU}O<&wswm8GSV7Z+}WsW9S0C{L;d%6oEDhfVpj-c+w`
zz(y&ydrW!DdIh{=+0?~3BJ_(682WtGl8omy?c4Y<$agh>Ux76~ZaJl}pb8)=!u^ro
zuI~iAbx4pT#be1F{6=)y-KT=xc(K&T4&W~48!IGYhrN;UtO1PPv=|R5_i`nIPCV1n
zCH8uMN`>>XUlEVv9yKH5=19)W5V~-R?a_t(8A8Wq4xtCY0Ap;t*aKp$;BcF1Qj=lS
zG>Q;iCWG%reYCV_ishxlcD0-zhF2vf_oYO@KIOQD5#)#5kl-#)?B3MMR{^QR**HTR
z>@@n|Jq#L8bK7+#RMc#!TL^_#vyYhFIrO^(`T;w&gk#_b%XK18O~*Xur4(UQ)WFx}
zVsqjOWLAFTip>_P6xtg3oKno`CwTN<^5v>T%T&`c<A{CBm%gLws-=}niv^#{%+B}Y
z8`6H;fW$m;$!BGg5s}Q7>x{9<smFA=L#@Hin8+nxq_GO?CS^7YqsmCBA!ROU6j7s~
z)ptSHZ=)xwC3ac)VS(NK$ZlRuH{e%FXF1=iBwRbtHR%{m{gL<f^5U1UY?z37Md!>0
z80t_d+Q_(3P+$Va-&(FN3aVjhTxtL~6dAz3em}`-RgQik??RU~sYysSfOFXar_hO$
z#Y}FnDi0~{Wj6(Yd{fG7xUxb^YT7wJcEtTf=V`!isYf<nhu}wS1tEqANR3Rk#f}z8
zWU_To#fSxRD|BQhTDwCb1R@r~pNW0JB>Yi%q=Kz_E%x+j&6$hsPxcci8Hin4m@cDv
zQ&)t{)P4|*UN@;3xQ>Y{yl%&i3yNd0#jn}!9hcrEJ~V`ao|++)h-#%NLG+)aRp4h4
z>IZ&nqL4&_^gtYgIGUYei?gNNUovz&F>*Bm{1fj)h69aox?cZz5Wjy$g<sYSW%`#Z
z8~(|d@mav-al45XmTbt2Q2SDd1}bZtd~r9DY1Z=y(S;szVVjVrirh|#Nj{Rd11wEN
z`hZbfu8sBSws4RIsdyg0eP(K{rPxg3Sf&rXY<mo-U4Vm{2J+T8=(ymWF=O3k^-pMh
zetQD(h=m{hv~Eyxl@ehdMuK=y6{(@8a+_0;DudkHF+{yaX%W?7)=VLt;Z;P_uw<W@
z$-q&Qf@db&G8SvDR7h1)DYwn;b&nUqYX#$olV5Ke*szE~8YI*DR8U^o?GS;GHOWOm
z=4lqvdCx*L5oA_G`<c*hFXTh;!d2=MQoo=48cD~vAI333|Hn|K1&9j#or$`iOWnV~
zoX!-Fj9Y)5)PuIEK-u}hM5*)8r*@c~{8b27h+cs>i@X$)yoE6@s^Chhq7yJtk~^ki
zPZyKPW>GHR;iwy?|6=8*79c)lV56B!szd^rAPwKC3Esw3*y3ps8+sXU5SufNA*30J
zu4IjyXGkmg7u{)bd8gi%I9z)030_FS_8a*D(+DXFq30CsnAjE3pwM>YB%|YAf5K;-
z;pwu56x1b*)Cxx08R<Qes<;&reV}k0%?h<v2YN=0d8RVPVNX^|T7*w(hC3UtH7pV0
znFWu_-vPN9USH=d7OM)Hwy{a&iYG=eH1kLJCr0r*-hXCw_dY@wB%%-?@app(FM9`_
ztk?3JcLH)>T26tfJliy`3ty%r>wJrSNP+%!l0hF5LokBuhm~vo#78l|$tXfd(mSHc
zr3E8oc<?ES5q(25$OmFECQs@4%e%cuX{_7O90+??s~w{-XkL2$lH}sQG1iZRZx5?`
z&4Zh%@YOKD^%s<wLS=(YwS3$lupk6aE2Wt|jp)W_(!<0))?NuStWmWMfppA>>s{o8
zdNe<LDi6}m=OYClolU&es1E$H)#u5gUzVN4W4RR<rV|JQ)@Fa*x(G{wP*F!Fj4h8S
zR5+xP4YzsjiFvPEew_yV=g|MVK48E4dv3|(oW^(61}*&RDa750CwQyD{{{~sCNK)Q
zF3_A>X)@kJCv`TAp1Rzr`Z`zPM-^v(MjO?mXs!J2!Ob#5Ahg#S=bgYyE-ywk*N9Wy
zK_)&_hsiTDg;=)2q1{Ua2~hbKR8p#8yuPJm)ks0YCKY!?DKY6ndp?IMLQ;I|NcXGS
zK(Q-iuP{O{t4Dz0!alI)QaG?j-E&s(noT<VpiChv=SY1hZn!LruhKCkfl=LwzSN*v
z&lknfXQ>auNdQD^5{^-v$U}D&^3>N6B3)WD1tzPbO^XaLlrpFpv+MW^dMqUL-%!3K
zj0QEoLf<~yfu6y#Tkm{+5a^!WPxt>$q2Pdhrv7Dr!Ep{TOvUjXQV`qb*Y++wicCcL
zk&8VG7iAT-od83Fih0k7Q47qD4Cfw1U3{4dh|0<T4QxjhQlj8!Bs9bBpoeTJWu`G&
zQw&laD!xoEY^#p7QK4OOXYBxvPR2P2O@s6_=_P-<9Z#)k6n!{tTN_%j6#Go1EpFzU
zACs5M&*RaR)=;pZv|4XFHAyB6L>AENG}vbhoRBZcf0B!zLkN0CfALl8@m;ZVJ67qw
zijB?&pY2eLaa7AjZr3g|8%a@0#cmBBB=oCr@mf_}ez-C%LVQ>U!1#{uUsuojv*clT
zi%xbFjHO3%M8LALlQlYV5N~9nL!Ki>I95W{eKXvs%B&%8u>YapfEx~r6O)yvuZ$>i
z_*r&n_;6fiFXdQdK3610FAnRFI6d^5a3%LQs>n&5q_8Q*t!(g&xSVD`TjG*~x`4qV
zW_~mqVo+6-n4K=T2b5_jGS;FBr#C^MTaTrH3`rtZi$5JzKrY5_85?|^H2l>Lf=)`v
zlIyH_`dy9aTi^|XMtPWUkWs`S4up?9ozn&#z>WCo>cx}WJa4AzLshqo6kY)_$bYi7
zu2l7h@<lr&L^FQcJz2rIpK$^s>ieV{6Dkz`+~xjhu*>Wri40hPJpR1UBIL8CL&X<y
zlMtL8(PAo!*c3M_UHAcXhEq*C_w6$otNe8SS$A}`MZTnBejKlfb{0c;AYX>*XjnH^
zWI%^S-qjMKj0R>)cVE*Ap1iB+096H%OyPHFoVw4bd8n8o@7)<simMy5CF#TG6|2kJ
zusj&58VY9!^O_@hj7Gx~q<f>jFwAVx3#sF5wZ(QAioG?m&S9`zS!?y}-B<%bIt;!r
z@L;L%@Wj~CibkMdx}h>@MaD9P8@=eR3<PNm)N4`6K^SzjbJnzVdp0b~H;!3YfEeaq
zf9Yu73!g*n-W8H(e^jjd|DZlY)jb<}=`##VL{s{83=5BTXN%Euc~P&jnse|_%oYV3
zXE(sDnK;HngBVd#S-ot{$~W_N0kC<*n-Mg%#zB3o^Rl2RsV$M_$Ls)1=oREMEqr6g
zGi`&g`b;@<P`LRv*`?@vN;f7329&it3UaO#>#ij{P`vfPV)_%x?5!{$2T0QFB<7GD
z$JS<>rIVnZlPd9PiW!j^wO4i{kSAFBqLl?s+$6eo>0*uyJl#hJZ!JnO7%B3eK>YMG
zVz>zlcGrm5^4oaKNoVpKx-4Zm`|?Xwvin<sH<alLd^7<_IDdViefYLvP>nEu$*YS!
z*p|xT-tIsO1fq8`aN$Gn<dRjP1=aHT&XVIMF;b>S?+^)JD?CSNr5wJ{!bM;RAIqKo
zY!##Q0Rfahtv_rav6rup_P8hGgUumH?3<olKe_KLHp#r>p{gxUlSpG30i#C<k-cq(
zt(c^Ra8k*KZc_98Oj)&Dm#iN3s4w$c;{MJ8ZqyE$h5QEoxM78~()Pu8m`A)S@KRYO
z#3GR_suppR;^LORb5-sHzDzi@s8=nvW3F;cis+ez0{#Xx=BIvi=UNPllxf6VO|HTL
zv3LSmu4^Lq3LZEPCStz1a{m4TIMB*JM3fGZ-(Tnc8D)d_=4#nN?@d6;Ml-8Vcp9DV
z!~89M6pIBRrjIBOl?BcTgKdKPC>B8K%5<s4KhKC77MsFnC8_kalqKTG-j5cdOG`ns
z1?wWv;>B18jXrMV)N6Udp)6bI&al*x7IP9Um7mV8A_|T7lOkhhGh#R^1JB*WT~Ker
zx6Z_wg7DVkRU%EFqsfsfWfs2<be>I#s{3dfAr!RTTmEvYf}J7MJ;U#0=%{TRUawzV
zB0fv)hAOHa4@BekooXAy7VKyiML)qlTZxGtGuk2Y*I-aMeZSijnvH>!i_=XoJ6}?<
zhi0|k(L)sR|GHb+1k57)d0nU~1BQv77f)*#hex~dmMEDSbvn(V(YBcF;D}7V^sgad
z;1xu6pQu5mV0D~i9`#?N3Dk!epLWd^^7~W+<RbK^NWDx*H1taIhj$96cw`NxFh#}{
zK$y00A-rI%2-66}$7xwh5$G;4c!L`H<;J$)@zt-QtBQenB)klS5%>^~ID`yV!kx8W
z5)zO%x+|dWD8gnR|NO7Q8At)|z{YA~{ozB9ZT3-g%>dk<A979HY%NrlL;qhFxla?u
zf1meaB0iF@41PZ%6?#Llz#`K%&r33ap)N@*(-Dt05cfUOCr<hn?dOJQbkRoNpwE{G
zjItzJ0(VU%le`hAZ5<(yR7A?WUhE3a&J-TyAT*12Q6i$EurVN&Clxo<oQm2t9c`xI
zVbg%Vb}7~wlFoanpJ$x4s0q(2bys;R_rferGTtmmuv@WwSYLAO2veoL_9?rm(vucV
zS@N|pQG@7RZqMtoNe2siBl7sRnZYK3CU*d(<e6XLz1_vPUTx3_lHVnOBQQN`8;B^H
ztztWpcF~kXbSLiG?z9h!sIm7fgorx<D}Lya9<UF*$K3yMyy~U{k4e32uWA0Z{?UD*
zrE_YUWYWQ1=r$$r-fts+^(66xF9)*4g%<hcP{XABs_EZ2Xxaf^0ubHAY!a+XM5R#m
z6|z(e+*+ODg`>N^z$x~KYst0gX@|3b3bWNA=jZ~Z>jC=x$N7OpssbE6Htb6hs|pkY
z#MFqZ^qk4<o<Hr&X=J1D<a+H39TFG$qW}^u?r_i;NXUHyK2a@VT7u%yX(SL;K<Bv<
zEula140?qz19^NDRl7u>kwTnT%_sa+CO>U84Wq`Mi@`cl#v9D9)gkj_rp>+ZVYd??
z0In?=OxxYQf?fP75gv8{a=^{c;m^J9TF8guTS4yY9Bp=mB}pB!icGwSuckXo2EUaR
zP$>iseF)wS+`5sVDcbs6#fnwvpL`%o>n-)AYDI6!t<A``!hFuqhTHkdToNze#Jqdb
zP~fDLx4b1+a*iit>)m$%?1E<~+CmpDPi<J2Ga@f06!E@CSNfDr`k6}8vn<~<VZKO2
zhHG6GB>zM_(>+Yh8q&}z*=A8{Tq|E*#J)NyaocoM)GcX&<@g=J@Tf=EamBcQBKHp#
z4V+Bfo_{~+fB{a%!hOK_W1}!WDjxc=;jj2A`Z=fIu$GWw(Q3sIJaF3Zrqu154+%0E
zX$h8MAL_CPNNJz$zLlr$$JG;E*g^~_Jb6+vsz5~{pW+vX)h!&Owd**oHZRi}Cm`ea
zp^Ls?!yvtb=4HApab8OMW|}r#3h(O9FFZN2BkeS?u>yu6^0n0i_byUa3-Qcfj!jE3
z#LJFvOV|)m(;(d*Hlw#c4d`M!6C`9-ry>#&<Who&{^_-Vt<QhwjNxH7us^FcldR>V
zK=Q8uFujDK9lHyf>5)O8j_~Z8DC}?nisebGN;C%{oaCb=^MGv{3Hde^`0!tf8=}4#
zBa>NEKa5kTn}pR+`SIi?GJl~*AF!LpH!IPj2^izGykV0#h%v5g5H1lt#)V+`ZdL2O
z)6_XiVCQ<a{w$G`ZuMxJ+mMqg6<x|4F6Se0Y-T=eX6oL68UWAE_<{;>C0c%yj~pBy
znk{GJyhItoGt0j;|FgyTL$X5F&iEfYZD8x&x$v$lJKICGa4P$0is4FOUVNcs+6#z3
zaC5U;lO)VI{-B^|qoJQ`$V7}tVsPL+bVW~A+Eihe?r~tlkB~CRijEXZEfa$4eUr>2
z%>C<CL3n@~9e=6X(Hhg7cq>C0uFYN9m|HS{5%FddkIL3F?J#jcmtZT03so3(Ob-9v
z`Bo>TL-;aS-@d=^Wk+8V*25`64fauc{x7^sBeYSZR_33+NYa;p7edDMHJjK%T!aWs
zxdB4j>*2x{?6?G7EZ0L!woNZ7K7;Z(B0JfUm7{2(muVadH)7qX49q2_#w!`na1?1P
zG?GWF{Xf;*sD<o_%o}wj)l8#48j9J?d&cJ?hftOA9cQ4jb01t9t9GiMl)dN~*?5-q
zQ}OLfA;?-06C@Ac-KgC|h6v8E9xLdOtx=vGuOiwHL{EH$hB~>cvbMmnDe7Ucmo;mg
z_;59VZE^3%v+#WtgM)6nAz}HkB{CH9(a}v51nftBtf7uc)kG|B&o#%)N*HssoB85J
zm0xYzjb5M{rPxT~3pwsg9xqU?1IX6ydLVG>H0HEFZZewtW8u0(#qZ^2hSuHRd2mzO
zhdg+djxKB_4P;<Th5%8qir=erYYx&cvDUA{XLWl7B)Ob=`xkZrPIYtF;9g1oZv(4v
zm)^C0jk6_*<J<kU7Y$DPbU}TtW{VCJcNNXLR?ostt2D+ZEL}ENFM%J+jO}@D=IcA#
z4Wn3FyZPJ`OaHpP{oa@F6dN6jtz$D406=Wn0QmE_Z`X`Yyfx-i^$WMRIyKje4GE;@
zO^QmVVlFP-tM}5mU%TEJkf8IbyUBy}ngYR}PRq+yA@ds`;<K^-?b?64-k*T?pwNn#
z$JW5BvrMIU_5k>6rh4qn;f6Jqd32_v-ksc)$^Wgi|08A&WkO9PE4)vd-|OIS)=SHx
zH+>ayf{EB_2QL>cmuG8Y8}EJuG6UI5QY)09yLtP0AdK#*y;57|{p_^<7f(&&%^46u
zSLHLbhaCS#LXxVPKhv3T_~zNN$bYxVX?}HVl%p?<OvLJXpc2NlAu=(4zGJuVxw;V!
zt7D157Z>pnq;ccKJ`@YKA0~Vj8wuy+$7U%|fyr<9v9Cww%~gDR0gGC}mx?3t%r`xm
z2bFykF>6V=uWGE2Y+UTY+zLgZQQiGMvOoQ+Nc_jB&8)r8<LF(3=b|)+GUSzePKrH4
z-^0t54Fz&=G7;LsgDT1f?3;d=>7FCnuo$~Dj)9ii&*EA^U+Id9*AM6#lp}JsAl$>M
za*E!OjIQS05mk9nJl5}oj;Z3ZZDnCSME!|6O$Oat%o)$ncAFZisaO=LS!&OL0NZ-M
zMzukA!pXZhBI*<m&-rYr8DN=QXP7nr@MjxLX7ZfG%^^J9r(A;(yE_TqrmspM0U~~R
zd901mXxIS^8A^rDY!v@rmHSdDj3^muygSXU1*pj(J0;Y^O{}OzMN^};x=Lecum+nn
zUtgQu7gj*HaAiTJPp#e@z!)H9K|q_nz*oV}o(Rpgwch{AbB}udsFN+pZQqkASfxX+
zQJn(KR5k2bkyD@uBb`$ygp9GDv|CR~0=5tED1hZ1pSJ$~DAlXVVY_(klXZI!Qt@_l
z3>GZ6e(MMUpph`2hcmEx%tJ(o607te_p0`mznE0G$bxDasg{9a?<#iEd6ibfwnzxx
ztT>l?)9+*W@?KB3o9DxWLeF320(0KONSUSzJ%|MW?j1;$5PrGOxtmEAn!;2baxWVF
zh2jUWF0TzX>!loK7V^}81Nn2X{h=@AOFY#f!*C>t*y6cLlPjKm_oE-5SAlngC|?oO
zdi6R`B=`*jMHA%d00Nkbb}q5s#^uzNR2|Tf*!geWj$43Ge8s%_o9!asP8mYG{;?dO
zFv^TJcvbk_;_p%rIv0b~Fb<lfktb1h1%h=*Lv-Hb5FsqDKteKz`0R$knvBBNd=hYY
z@I@BF<5VK~sYS>lLFB%2)+o9#Sqwt)cQF&mtKc5&)&X(I7r9BjsE&&~ax$01jK|xp
z;3qmHa*TnwoH+b?xPGHcb()uY1sY-jQFCQ)Vh3fHiB>ZXJ_LdNTxW(7hMRawepmDJ
z&t2QJTr3)ST}@&wm`P5|yX{Bb>+umlU5(9n4P{N8g{LMKz4q~i*BaUoK+BM-Jg-$`
z)QP<{5{2wn3?{sB-1(B;;_PtxyUvQy<zk3a+x7BBC}`q(`4ce~Ho^jrK`O8hLkaa3
zKH&j0?o`jMi~kvdS28fTJ05(yccMV~l5pA|x;CKYeh8|uumrR<4y&n4K;Nk?<}n0@
zztXr9M+LwK3}*9~4nLo}y2<Md*&MHGtgJK!%qy{4u1if`4f$phM+ph_4f~$j8bzmP
zI~q^E@sW_RhR77N1n2Nx#yswn%b*g6PcEA+-i2+<ujVKNGkI@o->hQh6JM6_*0m{|
zbF!eO9aLipX*v)NcDC9rJ3_!4N2KYvOFp{M<U;-sGSa96s4N&YRJBbz*Sbv*UV~Sz
zw8&tF)?JNMfWNG;)p1<998-@xB!3J=R#>hB`g3uD4$l2JSk&pfG>X#dXc#(Vsf`c>
z?<;e@fxQ0QQZ@VXS7}Bt$11UV?Uu?!f9_0UhOKo;!~V6lm{^*PrnA?N9-W)t!~pd)
zmtgj)#7Rp@p0ovWil7OsZ`yBO6M#$OY;Ww;%B!hSW8x^ri~=nWnO~dT@#KR9CraaO
zhY0^wyLYw4oYVd}GQo7L#nbx@*cprK=+}n*-`W67_Xx8pjGwtvC%mWO&Q<CDg>7Q5
zrJ`z;;=H_ujbZ*AksmyFw$%7=0aP%4wt`935!4Of6bIuB4LUT%m(YD#fE6YHa;z)i
z-Fn!3Q@!VQVkgRw!l2?M!|-n6LXs$0hX2M9zo1A}&aE5bl~*)p`)*;+Y2MRBNC-Ri
zv<866dx90Unxr52@gEr<g#X!b{|+F%F7PM4z98g>CI?(g`h{=+8$&aI^X0Uf;xZ6T
zg?(B;1A_TKlj|4F9`&e0XS;4ID$GaGV3qdHCrbP&rs*$_yAbzszJ^C9RO<3ICeZP5
zQLZ_&jj)PKXexwt*ZH8#D|V22R_hgP*S5(>$#l7?ff9<0D`QRXpc&*LJ(GoLMO@Zf
zm6fx(hWRW9mAJH|Mo-z5%2}oD>Tr+u5{#Z^P$Qn&_0(-OwM3{TWIaiBMN>Z{t$y4M
zI-MD#kwmj6wH-yU<r0foQt?Mui9$js@rf<1bzcZ57z^ai_!Ql&B+YZ0J=cK0cX12?
zZgS&zB#v8(4}fpZ_7{jy<LQ%ar+v%XWyV<MC&Px^PL^`y140Nud*9s!<@wkICy{H{
z_q&G6mU0&6u#GyPr-J*mZvkZ}GVHD~<bw^sONQ~k^Asf>M5V|h?%VwruIGE=V1S8X
zTvWDsjSK?$0^}EWxlDZ2B2Bd!_3#rjWcnbs<8cjQ9gqIE0FnS8P~43WGg8x{f3t!@
zbJLAtPofrg>VjrAy8ajiJXTd;7xcd_^sd97qrujKOA)V>%Wb<0tkj7~du7u}o&KoB
z4fcQV)z|H@^H)=hdq5jSrxdQo@jk<ssplF;Rm;FK0^D{BRTA)i0nm-r_<cq#W&N46
zQEL5_nm;#;V!+qdAHua8m4WzTxmRUW+i96B;Hj4~FVN^wFt4Soi1F>BrDT`hb_-j`
z(peSD<sy7y-s3znJ^gbK!*AE#Rhes}vk=a=N#b<?|6tVN8#fOYYa^c1e4T>p*#=-5
zsNS}6t%NWvumME`x62kXXhTy*QUq+qUTOsQJySZ0iuRYAVS}&JV~sqm+mZK*U9F~y
zwN7WM_dS7<684FCr>o>aw1-Uli*GxDfj6G6yPWrjqhm9c4EQW>(!0uuZ!S`1_MH=;
z0E#;E$?r2`hNEBnhV!=D%PH&0SNxqfK#`z1H7-h2G?vzRffZ1=*OyXpQD}F205sE$
z7tU3>IkkR<qXjVA@j;AD9)SPA`}z6rJvfD`_M#f2g)RN_CxfjOQ|3BYW+}gw3*E((
zTeOp+9wTO`cA%CFqI;!{og$86I{Ppz+!~_q7jHfn5pH7<wzq1=*DiBfMHHZGr8!(a
z>6j12-k*p(#Jq}nlM%N>0ea=Z0leP^q5*M**3&W{IyP2r=+{xMBI;n31%o3S73O$4
z#Y-{uu<kw)S41azGu9EK_fED@3pD#$VDxq!i#W(i)VdD`sew?!Bd4?6vGn5Ql=csc
zR+8X42_)v{=e$<OkiE|RJDv8|1{|}pgjBTnEC6ez`)!?X&t|j=_VwPHmsyaeOFQ+5
z^z=6Ba{b;=r{->jZb{S8%u-8}e_p-oO%=b}SI1W6x-|d@-Eb5b85A_~9IBJ4zJL<B
z*Dr!<WBU8ReNhRTm?4L;)tM5NJeyD?8j#TaR$kLza@{Zyqm<>F8N9h2mY(;AFz95O
zy=1(JnD~Xe>O7NDCbJzQ0%2aC1Kn@UN=-b{yn+i{Y6sJ?>Mimq+ca)0>e%+l*Od)Z
z7s)HnmrDrFdb<Y?`nG^kh|28SNo2Fm!Bu_9K3e8FSrd#DYHx{9+TenuI2!LhpF6pZ
z!!ApgdFgl-*S@$Oqtqf-{qYu{t;TH&pVrlp>*yeDJ?U*30JCv(N)x&RN<$tT3+MCr
z6@0~7-&|xo^o0g*LV1_I+YO|QRv5(^F4`YVAQi@(ACL%M-EI%14!Aq~2x0_s_l_fL
z{X76_;qArOM>&$jv7TZXW9s&(y3d}qFkzX|kxCvB``s4KNeWHAqk0)4pQ4%W^Rf8i
z^q1HVPM)OfkCQkozkl$e{GKeX9qIlgn~+)tG9=@a^B(dJQ4KcUvBPEQ`SfMA5Sba}
zcbRI?lsOzKIuys4m<T>3+bp!-O%R)Gynq&G_8Sy>mMiy}J_>tj5v6_9VdawKxqw5d
z<P<My)DzuV<#xiBckZJ*)$?qFNW_v!g@*^M@x`0Gj7Uxb#Ga{!BYecaP7#1z$5*&6
zSj2ItJxBmA+k^1IIFMiu#@WI4cMmRbao=GE#nqwR&MF%U4e=6i^hb61kGiW5@usc9
zB_#)<WLLHd+r5d85+C?oN@Gt*mGf7$DI`|>Lhk2iUUg4YP5@Nil)~t;S0hE6BlZ%?
zPSAWMSxpAXN{Lf`nU%~!u#NJ{eRpu0Ua7NM_;r7IV?c<h`VX2zW|6Lg<zHQUnB}+>
zK!9Y?RfS6=&K|Q&vM>B`5)|xnR2$c3XsG1Rd+a;P5Ui1-9)K+KGk5+6a25TSbRWim
zGQni6f5mj1ZR_z3?qj!rH^Kspqlrm9_MTy67v38oWb-c_LAnSHIVBCDtevY&(O?s1
z9pp6KkxMRW30~bIv=(f?y6>V2aVQQwq{3#L{LxQ^wzw3Et&Nm;xHiesSVr9I^(N%E
z6a%BCnM0^hK`zN_hD>RipT2~27=R>2wxFy!8AS@`LK~-gZL846XYsaE2E61Rx7U*Z
zxKfxvcJ;=evoEZ6Y)1fMoX-HN+9U!M8U<&YrSvBkk+O*7x~P4e8*BPCJ@<>ju-*wv
z0NiKZz-ONYe1qTlfQbX}IM4!K1!Da7P~E?+A6mbFRNJ4Co*r2HiV)5repV4Kyl-ZW
zGO-brqNlvJkk;^!?fl+M^eUjx{|9s6cBW5Q0BctIU@qBd#)d@vG0F2iyE?|u&d|?5
z7BEsq$;B*S#hNAYH99+9WN$B~fblfj<};=ET+sN>3x@;-#&}?U@GE0?r`AVQdh>ZT
zrVAP#B%Qlg;k2uV0fT!tDl3U8hEkrF!l|YSQ^%+|Uoxh1+Fb*E+E61?+Q4I@XS4`4
zj;ykay+QD*F6)XJ6Dv{q+Zk#j9QLPwLY?pDEce~Df6Lbl42{ASGITy^>Npbki<Uy!
zY-!CbM&<EizX`9mml$9bV<IN8aS7FI0fNy*&e@xq{01VuA4FLSyCZ1M+x2jx>t24!
zkps-J<(zb7n1-zsGF&d2aTQuUk-zcA5M-{qA|2`}euUEx$X7GU|JDt+9%I1@*D~dO
zEBPBw=c3Es+*s(q;2VkgjQtiKBwqgovs@#TQOtIZKxE!JZoE|{H8F`SYfsGBI{h+A
zx?+E){FH1HF`Q*WGYj~gT>Pb?u`nzuH!M1X(yv1de7EmH@8_Dp+4<eg=Zg1Vs~Hx=
zYwOA}2@#-p6--MmJe%CrsZ8MT8ry`asEw%Fr@Nb%gfA+<#U*+8RnZ)l1KxDeM&t%t
zy8Mq^ZifKgben<{dYjz$mq{pG`U<uP5@9>bsud%xSd{cCpM5vp#Vc|;6WTU}x`v8n
zCAE5mx#s)EjW&o66&Bp)p0-^^hWiZjxsqGgurgQd3My~;qG;hOZLIY*@o|{qYIXVu
zrsd;??%2t?EG$3q-}%mz=gRt+2XT!RVEDlTGXINA0OK+IIXq^5@pz^b(>_yCaeV;;
z;!$(Z__)Y$7fOVsZf_Vum<F?$)FY8M^u8O!^SeK?nB~_=`wKFium!nunH_@rCN@+_
zz4d|Ep!qLaHiWX5#|^_tM0)#~5<0SMYOHe~XuqIrzG+Ekq>yfjv+a><lr5C~PD@Rt
z%-I4E+qYR_iieW|k0f43Ub59DPa+D9D{K2v(js}@h3EKFENHud)T?WofN8R9h0fZQ
zcHBHub!+An0vv2U_@9Vm?f<&+z{bzSfBXa#ir@`eNO1tlXHqpE>K_Kml4)cPTI?PL
z9gRIdDMPy&w|qqz^LoHpQ%cb5EP0WhqXs;?Ewu2WwaQ9*k_)zJ3L6)qa141C&3WKm
z)2Xd}y?(JSWt6Q3Me9~dla=fqFnt={m}sm;BziP;qM5M0jr^{8fd`e00DsTQ8Cmk(
zXUod2HQYL}Kmfp`m1K+iY5gd=rtmu<jxY2lnMSPB1d!|+x9_*u&ZriZ{?}j~n=v|o
z()z2^pKHp!YHA<QLa@m9=S-9e7Ep!!7W>|{^3D?=(7r#-$!lYF4q-8pL%Wm^d=1I!
zcs1HRPd9@248T(ly{rzcM5yvb>nn?PV3TLQyow^k)(tk17NR{(l9%p?5p|QFDE$mN
zO(Kb?0zeMJ$}~zDTWE`P`EnuoS~N0D5(#bP3ZjNSm`jpjkhZZE&{|b3uS@k}<7ozu
zgH)Y6dvhMiuyPImelbOFF}3nYA&M#`Zu|~<`QY0T#JcaD7Z7u<`)}^@p`O+Ssf`5|
zcz^w0GA#3)WXAQQh)6ZrjIYAQU-MrArnfk!3FF+DdFvUShT<>&an>Q+a8vNT7RzLp
z*0QYP`p~YUQBZ<r)ek#5v(Unk4ocGDNiG{Z3WXTOenjCQcH(ue8Ek$cbq<9%QNk}_
z(#ke$-#%cn@=7F47H>c%<R`+rzp$6rR?lEQOY>dS%I_7J-Q$T!&G<m><1VZs0sK_J
zr=T@x+hXq`{4Df)1c9O0h6qyNgJ0vp$-ofq;-RPWNALK<RsAnKUW%J^2dYCL+(}0L
z3Js4wn=`Whjn@2JZT;uVoWB&DO<$(Et6o4K2hz!kzk?u!Zsmj6(}kb2hX^a?v&QfA
zhY7O<%MU;?<P*SYg?Xevm<g{<KjuVYq_TG-A5^`RKgJEvhp}o{&^3VY9fY>n9)h03
ztuhiIA#WKoby0^mMlRt_I4RqY%#v1#Yx$ch)InI@w+3IOwo}L;RMyacJZtNw{DH{$
z$C+^-#sAmU4@SNH^8z1P%dbnyDYOvk)b2YeLt6ILIY^)^sjU=Q(`cznx{Ls%AL2%N
z{La;)<X2Z;0bs45DEo|JQ+85>H`rwUhQXAD2A`G7jJ(DDk<(5TMQR_MB6OC`GQf|t
zKJq6=(d*dK-2`<aL>p_D<fDy>rfBTUtUB&Y1Mck&wlTz+1lI}>sLTSmyUcxcKeJ20
zx6(sfu0kPT#ALE@#VV!W4XxyPTh4q}O&5Wy+Uvcr1lyu`Ai&BAftm$@vj7jGhfUYt
zJdh>23aeuX9=yUZW607Lq9$ENg{lJmS1@vII@BydtZLPuSsgr`2E);}y^8rc(Iwu7
z;Y3kPrOzVIKP6t5{m$I?g(TEyKYB1o&lHujwoot<GLh*XK8zEBMR8$=onoMx@}b;I
zk>~AUQ^zX_sd?Hg<`_0DeSdK~fhtbcqExoVot1?W>n0a6lAZ6)H4-Wu%i*UPc5-J~
zm})(-pK~i`Whk^eVohEHa}4(<`vB17zG?A~WyT&x&H2~$0ro;U2MXRUv?UI?yDjZm
zliD!t2MJ9j>Q25MZcvQyIEXz}a*-Njmao|7-zSzU3_%4h4di5grfYqbKl%#<e!<sK
z@LT^#bu`Y*|ICCY3-k?0S(QGa#G|mgWVy+IBauZA4%%lo+QaOT*Vy1v$hM57u-GY&
zUb3D`d%4GL$h+F2>Jl%F(_h9B7pSHtdiEmt{)v8L$+2;4qxs*-)qkuk*aCZ94|@R@
z51w6|QsHq2lS7ZvOL3-<iQIyV@OpvP?8Ac<G<K6sYLEBP!L^}NW>F<y3lvP^KtNin
z=-|5MD5A$Nbab$6ZTn&>cMP}|EWV&2b~GTB$gh*0V%k&9>;2fP8!KZ?Qv3#yn=3ub
zlgSt?RvTu!EhiVy_!q0saIh4T_tZqzA-%a+z+A5TIQd5;T{POT-sZf^%C6J$!;7C`
z`5crFhx5Og7XO9gpab1_tb={wk?8_cKWK*fGVnAy5=j(X%c*sUhjDCoz`bGBvUzQV
z6xsp#8sV=@-QlQXP>ap0>oF_X{My30XH^R!nNZ%}n)(q4N}s3N%bH9KS-sZ+BVXA8
zM#IR>1lmD);NOZPrPtjF!6Vr(bf&Aj`zGn!9EEJEjQuiYFQei|CY?3i;jJZG%786A
zN%@@Lv}9+S;h)nO=0F1^p>XJbgxZG-S1eT~*(|5UWA(o&KcVnb&WxU)Di>bU<L@bx
z1{5<Rm4JKL328~jb#0|KEjnVEd{YJ(r8ec0g`+0A(F?>+lXnc3KSkQ=*xe5Q66(9?
zhMKW#vuyPnSV0NO)(k5b9@CK3zX_>I+zez*EJhGy2Mz>u)~;MbdVDgS9y#Sg$DU4Y
zgULz$B-NH$=1|#wc5aQO(W~tfYu;)Wy&C*31Y-^U26wf49{P@H8~M-q{BVk29)W#y
z^!{~1!1VXQKbm1i2)xv-Gv2!3$VVF14ZM*LrYkP)2ohJ+?CHf_FM3uJ1d^!jR#;SI
zOj6?rGe0o;IC9p088*gGBz#ngTg}+vXevp_T5d)W;D8g1DC0tqWl@M}4VPzu#Slwz
zF4xbMr%bAH5S|~qZ!WNrfv@nX1g?12F>82+N@8GO#y<N>n~hX}akSS*2ak~YUz->(
z8R=~2-%>4%zx=uc;nY}>><1GKb{k@KA6@=HMj++m&{oQREr-{!dbsg%6C8=D0eLR-
zlDdyTo-%JTCEI%q4L;0kkv(Hx<sQGVjUV<gO{$md31yPD;`981d(2VO#AgyYl`l0W
zxtqvR;x{=(w+R<4POPBdyNrh`HDREqy+}yKqAyXTX07l|^`O_k*Kwu$^}Z-!6nP9P
zz!*Gwv&*AB8~$b(wpSK;R0iyy!LeO{wTb2b?PgIHY&>ajD;D}w$0WEXZc|R&`SsK%
ze+!8Uryj?wr%`l7AW9_#Dr#B>pOdI=HNr?VC2l#fZ?vJrPHYtsvf>ww)qH5-W|P=D
zd1fJ=CM4jr_bLb8a>n_GIINf^UZy%ytOgR2t{)<@&5qjEKymM;(PEJ!btT?cnb&2B
z7g`K`vdLQyrj}6Nd-KIZ2X9?!U%6I1?=?{99p?f!!nKB|!J{#cAjSEdlcw0<DpXkU
zf8Pf0M}<$<U`1iOr^p4dB|zOxw4kdD4*yagYxB~ZB0h*aAcIcKF=ebqMCK4)j+lKL
zn*I%xt9$%5;jBEfc>jK<f5I}Rcj7*}ysxN4KUZqAo$?kyB|GI4%$gl#!bB;{42y@M
zA()BO{QuS^tRP%1-{kJ`lN11I?xwiuNRpooa8Ha|0+Z{b@f{%mnz;;=i^KBC)vxa@
z*N-l)JQ#tlT6v&cxBXn2ZwdNDpV{d4dh6Tl?a2eg8>X=OPRlEV;oHqd$!*?Q-7H7S
zTsuk6Xs9*2zeSZwaNYn4@#gew3KEk24I3SSyfWGlP$6iPau|);dWDIJNvEY;VZFEo
zyr~WZU5;q?uV=JW&VcxFOb9AmY?+CVOrsx$%(w0!XYC|<8%4QX&{%*#6(~s{>nvj8
zhk8UrzFgXnUbmYC3Fa}lm4J50kf)mj0@o>Bipi$VvaHMU`!gPUx@~|Q84ZxIMG>>N
zBS%D9RO{Z+xS?{8Vu-Elb}+~I%dC$BNhJwGi}hU2#psKzjfO=WZSgyO$A$OFF%bdJ
zR1g&OJPTc?PM2DPM+;LqNw<Q9!L{e5;}-LWK#wX4EE>HJWRHhm<PdQh0&TPZg^$OC
z;cDgOwUie!o(&AoCE#vCtwkYL8n}2TaNGYVCDyWEMCk8D#^+f9{ul}(w=Nk^&$}Ez
z)N3u0nRV<HDu1I0AfEoZ26}`4#UY0Ys>8Gf27(U?X=?Po*TJfvUv@az?-~NQM4;XM
z|4=y$WhkCG^rHW7@34V_oBh5d*vyQh%BuwEs{0!=?m3>yYQ%gW5!TSq1<Fj3-x|C|
zZ8}`*Jkoe*ZSDoa^FXnC){Uv!DK}8V-eh-GQ~u8y-{qc=kbsa>3$pYy!K=!$>4U`^
zptw}2zn=RN6Sm5r3`22bY{y+0RzR(++01xmfPeM3>Jz)6Pfuvp`n0ZB6!r^M)ihLU
zfY$g3V95Y%PiO{ZuzB4PAmDC#)dRJ@83Qn`uJIs|E)9n5>(My3fWFE;6S092bnIT|
zVtKLI#owqI*{@eI4~mSV7%e7r9U=PDxTNL2qwQsh>Yl-Bjoa}F!klu%vj<`o(hU_m
zzey6*;|L&1r~39rl3{eFNF>256Cbuvhyfzoyjg(Rr}$#A__$7pJ+D$pREL3YFwUbu
zGRn7Ok0Vi^H*1z{jfAAqX*HOPoH@;3u6V=ILN}Izn)!@>-R_pS{2v6?-_C#tLCo*a
z$F7p9tgI{v1}oE?y1=y7DmkO~?}MQUDwdxP#sGW;3Sl|{YV+0n@V|1#Eb?~85-@i_
zDv<jt)Az@~>?kOh7zAt{tzpfF!@c{A>Wyo}$k(N{q6nUa9A58g4(VafPk*&o|LnR2
zdMIasPE%2tf&Tc0i*$)w%^DYxE3@K)8ENo{43X19(?Y82Y@DT5uY^R9a0s6LR2Jp@
zRZT&?BYg>=rCsf<&wNW`d)R@2xkw3swre1uJ96h$`k}qV^X6xIdx4kr>B3&~b|64N
zJ{!IMZ#p+dceeD&6|D0ZCg=gQ)U$_z+$Yl&4}T)i@jUdvrw)Sgsa5YT&?{!tG<f$2
zII7F5{Nn*R-=GcZS-jov4tdYR8TAaNU4XF%w=eipPXGl`V}UmYn&SF<cgI0A0a!e!
zat^2UF)wB;^9sVd-9z_=i~-)6;K?3*3B}-YqI4ejFoq36u0DGiXocn*wyD!0W<pzv
z6N6&4yz+N;b6<fXb>n@LOXfAUQp_bR9W+=g!zu!t`L_RxU3qvjyN@s%KDC`kF?!Tl
zFSxa`r&Cz1$TN5^4k?if$%^6&5-YU~WKCPXVyA~ElGZ*GOXjRMI(PUZleG9<;Ur(w
z1T|2NS+4GYlxMK^;^GqJ`f225m0e~)KOWFP3|3S{snHl(AoiU6az*4^=h!+9CdCc&
zk9U<Ij{ua^O1k`9<87ptza_$4U)9Pyxmgp9(uba1?B0?G_c-L|PS6;fr)RM*yrKII
zViLzq{k<~R3sL8kBi$OUi+Z46BXXixPStOZvRaa+Q>I=B;luFOfKNgqR-TlGfq{;J
zCfCY%x)EXoz;D%Q%k_b}qpcyq<7R$XPUo)!q5b(esPSqKQc=;D`+D6tPq(*E{{^+K
z`dd~TftBczqyrVYW5VHC4+Xl<?r%ZOI9@AEq^?_=P6j>6Z2zgDeXDUfeW)L>k>=Ih
zY^KuW==%>Ybg&p>yz>qT_@oU;aGR-G?8eB%05RW1|HJ2-_XeYnGJqPH+tTv?^mXmQ
zY^Ghj+fr)Fmvre8RU2Vc(N+jmS+}M^ZL1oWYBVT{(C#K7?wxKMHZ;-3EyNcsK~<HC
zy0zU>6j`^%WffTriSQBBU1@zU%Y2_sXa72LX5M+u%rnn3=Q-~=zu#|pR%xR6r59S`
z&7(-a|5KW^P1;>+A!bLqw`a0VZU`bi(eLH>X<@klS--`=qUJWbHnhZaydI{u37-8M
zUEA3L%#xU_O~W$9^i#q2|GcNT-AbEW0&=?*>Uew9di;|qfbU~`yOlP;4ZImOEeS=Q
zMlr7thrfxAeD0_FC7M<p7e*KWHlI9w<I*!v5%4wXLvF>-+oG_ZcoG9(K9626z);6>
znPQKK6$xqd*g*MpR}DsAC1Ikp-I*QvSs#!jpf-9lal~x$-3>Zu-mQ`>#~a##&sLE5
z4rg3V@;;>6z2A5`_Wbo<_Bg1i2SEh0-h;%~)&Wu9VlVpZqW2|eBeBs!P@8mBum5UN
z@3lOY^ksP_JvOE$e{?~l+dsuAc9hL9sw?lp9gS#9ZmO2Bgu_LFm4+b44oqsW{#vrh
z>6!y`2i>qM5QwD65pk3lY$#obhC!^WS^>GvtLa9?uU-s=nyf$R{m+YZfIQ+!QJOh0
z>q3`*DZ015K~JykU<UuO5dXLc7b<B#oc~m0;-hg&BqVHVxe}m(D<kXa(T(hOW9koy
z)EB`ztD^Smkgl*#hS+>GP|-_y0;4=Y3;O0_Rp?;a0zvYzb+h#}6)FVFWRezhj8Pd@
zD*p_ECG>@xZ-8Jq)o?H2-0`-IAN}|Z^4QQx0S1Tbc;rw4<R>H`FME9~6a=1C0)Zix
zs5AlyT<#9c^bgt!0a>v7^hl?@mlJjX+|JQ#DFao!{o}-#Kw6o#LWf2HnN?o4_8v6-
z*5y6F34>DTbqJqzn+y_%<dHwL8nF_`@E15C8LCyjTGxYy{Pg-lxDVhaht!52rqbC6
z^V_iD>I<KIrhHR;gr-&eKK)9WjGwv#pJd{7GAz!O<>+Rx7+$0i%h$In-GbwLE?!uk
zYBm@5EHE3b^y}mF9b)}k^n7-26-iqvnqM<4WyV{PB_td-(-Rr4WuC|=!2fiYa<X$i
z;%CP?{9-i2x$bU`Qx?<d7OS-9W0Q0LRC1;lHRulkh%#2PSb;QIJv@9w*>LHswWe2_
zY(Zv{&$Y`Xs|pouLz3rjo$+RXG;rNh<3qy(5CiPO9+K}m<(a&JoX%;%QAA*xE)T}-
zP~EB`HlN%=#7^_M<Ah4e@dKrQxz13Oh;f|q!GmtbG_p&_nw}JtE8_#hplsZzB3rq6
zEq*PfrjR)6xX(-^Y>RkPT)8+RZgG`HB<Q;iT~*18;VWm@sn;vM)QlF?*9s1u(va-;
z-=@9Y8FZ%?(Cur9{XvJ=OpU}SyBc?r5h{fKr;rp?#Mu$}aA=AuA&;S8V9_l58a{mO
z*Ap_wD7(_wJfhz@#ImV2{f~}CdxtBf6&gz($*L(S%KN;N(-?Cy)}0C3kR=x&k3YOq
z^LOF*=4<AI7=hQM96QhX-RD|d_IXULC*4V}yPi3N58v%@<)a7iyVGv9jMV#%8fySs
z;P3Y?s{;GQj*(n)>i+Fo%D0g8uoK-PjusDt4%aq7xKQVA0WJrCzVYbGru8n|EVEWy
zw#PxM!fo`z<`5_D&JL3VEupDAwltu>VTFe!MK$D;pc*|wnD4y(9PIIl2^%;AbaDn=
zI+Ab@EK{ZsfOg6;ICR{snh-8006i*EvbOYsBf8v|^I`+yrN|eO*oAgry>EXV+vLjx
zP+>b_?esX#^s`TszyC$rLW+43^4)J|wbEeZcgDFb@>a(4@!)_<D8($bGcJkHX4q=(
zxKJ<75t|Lh;V+IBsDH{)RG4C>-eI>Yd9c1K<h=JwFamZPwD)V5U|VMP0gi*_GaPLo
z);i)wi~Dw#(bUE;b}t_zvMfpmy9H1s=+wd^NGrt?f8nCkKGrm3Wk=2Q+XrJtcS{S*
zfaSkDzFQ}$*S;mN%Uvq9J+0Fd(rtu7^88XYwV}k7y;>;tP4b_W=WQMbz#qo&(9N&{
zciG&@Az_2Jo*6G_kNN~{{?ZK=OO2*KolhRU`tqMH%XTyj9m2a+s7onmy_#)f@1ILE
zzwUN`1@YqY#+G?y4_YcYAx#5k%IpoTsJh4C<~~(W6a97W5y$FRjo{5`thLRz7y#4U
z$bny)ygkkwm0NaQYgF4-t_kP)MY(f`41)l1UvW~)67u;f*WHjS^?l6ExD?85+N3?I
ztv`Ca()Rs;%3Q++CT!RJ!40mA|FOAkdG*v+O)Z1vOj_78-v(6tBiYZ~G|d&LM(1R&
zKiX#%$(6E@GkwSKr7b@2hPLHX1-i2nm#J;08|aGQUF+)JCwrWRkf;9zxV!AmoJSQ|
Hd*1#pG%-a_
literal 0
HcmV?d00001
diff --git a/log/zPythonScripteTest/err_n_plots/IterPlot__noICVP_Vp__fwi_FWISO_iterate_m_allshots_5_0.png b/log/zPythonScripteTest/err_n_plots/IterPlot__noICVP_Vp__fwi_FWISO_iterate_m_allshots_5_0.png
new file mode 100644
index 0000000000000000000000000000000000000000..7336b75018380a354f89bb080a24151c65d1e42e
GIT binary patch
literal 37129
zcma&NbySr7-z{vR0wN5ENW&l{-3<amcQ;5kNK1|ZG6M|VsdRUzba%IOclWu_`}dr4
zKj&HRdH-Os*1*hs;}iR{_rBorvSMf`cqk7ZJV28WhbTUH@JJo_`Stt}@X9ZyxU>fk
zf(IlZg36!bcM@DY2u7=J=VK;SqUh8XzSh{KbRbz7KA(7l^{CvuQ|6I2iBIGk%zTC?
zHYhvk!NhMletN&BBK;sl^7FfaA5(c_+vkTkR+CTFsyb$iyLS7oZ`Col_uNxiYNm7$
zto>&x0;Q(?Tn_2miJoh`N3~<qsJkSAl#&7JSsW6EG?OHVkP7UFTm}!GAZR`PzFo+y
zn_}hN<#%+b1|%45JkOZPOSt3&R{c3p*c(=S6y_b0W|mIa>X1i?FHrDE$i{2=YoK3}
zB^hE5Wvr!NRh>`(U&fHeddQSLxIM$#nHWS0yjT7k9OJ=*_nD25=MNr`jC=q;dGG+k
z0(_fY2Io#EMAo-2d2P*0va=3L6KtQWA;D0W5D^s@ZVNp?m>AVeuCqv$#{C5UeG?-H
zIK$^`(a#?~c;JmE?F}qV2#rDr`1O+l^KF)T+;czXqN~Jisa&h;CNr!_{O9O9>wXqD
z?d)iRhLP95><c4UFOMBOrdm4aXe5;(|K|rh#rhu>YgQ-futXaRf@{8ZlvI4w73?>V
zYX*7vpf?2ZcC>0Rq#XaM_oep*>jFN(|GmY3R?CldRG!E#u@m<?Mxow_?8YP;`}(tw
z+W=`NOhE%L{rgU<6D^0co%sO!W8r@t(f_ntnLgzduMUJ<oH>oCe_1&gr_*cr@zAid
z;CrJlRgKXis+bc?!xWMuw4j0QMcDsvPXFGfx$vkNJ8N>X90zH3sa9`9#AQdGs(-PE
zgbL!ZC6={%4c{QiW22?m9!1&N&nVPLZL{dP&@9~lkAsu&Ggj0|wD$Cq64+O8HJB<F
zA8ish4`@+179`@@_8gaTEt-1G{F<N9e7cR5$LlR`RmcUSrwrbA2Ru(1o1UZhSjEe)
zq8}zT%*0Q!9%`BjZw;zmhMa<bbw0<%U?Tm0$ALWD6+0_Pmh4?wlqB4At?10q<{=H7
z@-VL6kuM+bgts~9ara_#Ve2niDFwvT>!^~c?A(!Ze03x-)`dl?6ihb0q4l>^Lc@$9
zXbNWBe)1)yaUtK|O~b;irCKU{twKRe9_?eM&Tl^D8~*DUDC8?dfv{W-hw{~}m*1Ve
z1)<^2Y=!umX3X}h2wV==NR49*qUUoSeLc!Bvhv`1c%K~JQN!s7I@%t}<g%@7)!dnA
zT}rL;UCm2fa*#+$UyLb1ROi9Ullwr&(Dm~>l#64hxVU5KuMg9u?B_oVTyur6UMw4S
zbxAU_S86XDjhWHE^*|>5ZNw=QyrMCf&ah;|pYs78vZmpyj`p2qMhq*l7+WrYWdYut
z$v*h=MNiS<w)OOD^3-rnRcY1*A*GU)EEDalBuhgqL$414kGns28_RcwGEg;pJm~dn
zw}J^FV&xFpGs|hz?VXYy$GGaudwOoCJxfVmtJYw*lTmap$59OtkqhdR81YJm+QQ|d
z{66mbh;Qat+`CbzK%Np4*g=v)$gV&N);i5J4)bzl7hip7oOk%&Lmod1S0iAdI$G-H
zzfW+I?RdVUBk|oB(|Or4Yv$Ou$qs#q;hjt?7=Mn#IXzKPK~Yg0l9W4F>(*;>hgM-d
zU9vno3Q?91J{uiwGq&{5cp4-Jq~!!PRR_;a&eH9{vKHjHr({o?=Sn*XEy>-hXv+=4
zx--H=PVN^r-cAfH-%dG!uvQ!FhooFmqM{S!dK%7&+4kw_s+766_j$rUCA**X)m=Hp
zvD&q$$?_K0)=E*Fb#dI6)qMrJqwbFCfJ#YtDR~JmJ^BJOLY=Q*K)zcFGZzblCDs!3
zSWKmU8T(LyQ#-XecXpAeAoycUY#S{T<5ao%GD}Z~jHLatpscW7vss;lmfI6mnPJ&d
zM#T?9Zal0yeHLMoB1H7#zw<Ju3+3k~X~`<kpS9<{4QD@%X=Cb_PTCTfb-wkf04dnn
zH9GWPCl`L^QSGwP8Ry%Y(Q@9M5rd%LuEZ`hU$T2%{q$X%bD#HzIIduuYJa*7hctPf
zhl~@sosX&qKtbe1*6wY`2lIEkYBkPu){61pO6LmI9|PyeYW7=SB1=j}X4bNR?r7L(
zAz7tU<6{fV%j&h!_N<!21~#;I?=}k0w2_F9I|y$Q3jArd#z``=GXLtB#TI(iG#yE&
zH6BYS@puLg3HU&W<EchF!_`MV5Z}=@k5{6<t@2p>@S+k{(f4z?eCWrOE(AnbIs9(N
zHqm3Ml*#kT+4jXO|CQC1KLg#(mB8xwc>C#2PSs{RwEAS#zutZ^ByW~@p5(qpyuVM3
z6do6PisTg<_FOHsQTr7_p40l9K1ztPq9W%>xZi7wzKg3kVy|Orkc#q)%l4&l=o!!O
z<>}5`Y18M2D{9(aZS%xeorPqVm<qI!l^c;_999#9)pZgN|1=&LEP1daM(>Ij!()}}
zTX&B`KZCPQ6s(W)X5#B>oL4~bkR`*hzTYjlMCEKjQC3!TcB{6YrHGzVCJXy+LhXj<
zYXedvj~@PMUr8(ut53R%Ve4s8^Em}Lmn{q*b@r+lW{mn`xdtb!3v_jC>kqz~jeH<h
zRgb=FsJJ#g6bu}-WbcPsR^5eEe2>oq+2aN&1e;Xxs?oK!YAj&N9~=o%@lvPv-Pn<`
z=HUn_DN1d=EUw6-!tq%Z!5%f!P3%Co!lwRq_{qnc(cEy%W+;SSuoiAe)9wowhj)O4
zw9{!vJ0%f|)zZ&ph6h5J$@M>oq?-S>)O+EYN6rQE@nhNY3m8t6V6%9EntZ*K(x_B1
z9YP-zVE<{J$gusTMs?}ouP;;MYo3mm=7wdXa~jv3r#tR2vz~R*$4|rYYw8w@3&=A#
z$bf^XzsU=`^8h09cp~1F(vuvA#-|bwC>9<PDcwCKz3v}5rW}$S$|to;YfUGqmEK*W
z|K3_ld;{l%lzOz9UY!v$kJ<A50R<kN_i3p$t_apVU2w}YNOK#%_3>B5R2a`sqx4*%
zGW2aH78oj5s=Sd`RQxy+@)*|PRChL~x7DCO^#_>jlZU`qJTK3e?=(Amj`|rS-fDwm
zy;jeS*2kFX1Pn5bTlSm7?yRQEDM!oAKi>nJ&rLlWSfNZa{tWbp*6<aT{-Z=sFDB4r
zIh(`f6M;IXoml(tO`>)iyL`_St>d0*7D=<e7=^eohBOCJ^JEHks4p|SLq@kR)ma3V
z3FeNC6^w8S6len7b7ftr*?1K7ntSHd(IFwQp|_#^Q6WpZAO=#A(533@2VJGGo{ru!
z@4N&mJMq!+PuJ1-o>R1lzSd77#*N;zoLnzi3M0Z<kjizRr}$(UR+19Kn|Ip@5&p&=
z9(RS7(jN6a^Vr~k1O4hTUCh@epPOH9G3#INi`W)S)fBAuUJ!G5N`LIEvCPhP#u{uv
zCUZO4+{~y*#Wk0lI9<yi!*w&k|I+|DO_NS8gh8}SN-5H9(3f+wHA;b-c#j)x^xhO2
zWB<t&&UQHhg}IUd*ql3bcC~l3vuU;ly|(NF5-1|dC5BVqyFXvmvzU4`uiyfVJ)*y2
zoK-IK`0qPAwK2lAUwPQr74Q4t%p=;dAdX`J$hST}_GoY4rq!gBm7Pd*D@~WT1>%NI
zRSrM8M{y6(SkmP_62#R<-|_ZK&EZ(Tqd92~B)rmf_l&u_yz_8V5EhPyi3V=#sYVtL
zP@w$*S_1=h?ipAV2yim6Hd^({!@9F^o5^DTSYEUBB=<e{qI6NSSV!f(sk@4Xy2R@{
ztvfqKKVjLhZH-)Ng_4m%jo0Ik4r*)i#ple92Hg}yG+i0TzNutN?dxHI(q*vmJ8^c4
zWR*{pEiq)Dp*5ieqSXs(KeQ_oia*2X3?sKF*265fZb_JnE*=>*(v4W;I%z@nXVY5W
z0bbC%oFCa4C=Qt$n=lOws4Na)9`Emnn3bc1=f5&7#-x5Y8eV!ydtRij6p<F$%(2-X
zPVXJ>Io86l29<`$30ygE;1HR6%^1DWD&MZY7~^WFJxMl#O%j}(6eZnmFVtOGz|1B<
zo|H)*j+!a5xbg155xNEPoWl6)YCwZEd-*YEtL>1H0=<6a@f}G?6qwnqR`=c3)Rk7D
zbk1Daov+$#g7gGXsiDIR^aFhU5!ioE)KFurCkE?2#ZskL<4by~DBjFp28F!~#Dzfo
zaSHhN1iUUP#O5dJ4Q+=}0Nhi3_a&;~pjVGhujtEtb?xQQooIme2W)>O4*p356!nt$
zi?XHNn!B{r25B#^W6KQUI1BW_+KvLK>p_s|e1*km`r~I7d(~?fHM_3$E(Q5~ZjPtC
zQ$-H8O2lRKI+9*T-FpO1BcEUFeg*xB-Pkm#sL(LEOOHI8O=|44wEALdCT<t{`aL-{
zPoNp#)k##S?%eLD$O&AY54UMBV%qiboO!nsRk631ko*Co1I!%rpBjOc4s^*9wBOFT
z$X;DmQP!Sb`X1rX7GzJAIIQu5H|O${=IdvJ1iV@#D2YZ>#MYz(IE=v>%mY}Mw7704
zS?WSmoVewMUCJUsfxQutNG)OOZi&p88~u~N?Zf&r^H|}p{PfTRF?{UZ6-jA~i4yII
zBLk4r!o-z3B+0bd@W@sw;(BH*l@V^S#|=&Fs@Ny4LIWLvT*$qJ1;-7d8y{?p(l*w`
zrzKx?xv%JaT#|PMNh)M&iV+bT`jj^r>AwrA3M2a|TDd+`bsk?5bSLD37cLy2l>!99
ze+I074-TCn7Rp`Z1k<H289)ZOV|gRm!NL7z%cQk(x}-K);8#WKM4dPdloRsS3SW%R
zB2-lr^}@tUk3(U}+SadBq^$gN%rToH5XctS=duUF@5UO8DSIMhGSWl%ttpJf;xf%y
zpXbSQQ#)wgp^lOuNMlsTGd)NJURvb;{F-{QOUle-tDSoC`Y9rYgh~?~>yWlIDrD{X
zKX^Qm3;+PZuJrY0o2@u9)>{hakN&4Y)W{MsK!q62ysflXJpP~<)yZ!?>8mN0;`fTo
zG+Ue=On#_6C-F9$b<k+ESXo62+(y%qwh&+KqKK2Ba6_HI37X3w^G-)*kn`-+nKVKs
z_9<1zs`8kuDr>1K_YPEEmS2?_3W+dzFJ>_S3tcVwaC<^+T<VbnE+`A4tx11dtypa(
zokN5EgE+>l`@Cx?*M?kf;(fPr-3goIGyR~40o;luxyKhck+rvNz7ducErxJXVRyM$
z&cm&>gaP}x*|a?segHOEzN=7G+r#Jl;nA}1b?3T3-FxA`J5l7a%EiGkuA-~E+&c~>
z>#nexJ=u2f$6?T|v%X3M07#9?9;?yE0;P0iX+C2|RKsuTPk{tO85wWSuUTkp^%pRw
z1zNcM#!wfIp03-K_59XcU6@s<cxA(7FBZe~)ofcRHVsF<deuQ|RMhPmG{JqUw5V8O
zWhyW0<#vdeUITyx4T~6{tZFJd`Pox9V_&g@`eIyw0`Z3PhxRnapK1HmdG})m2Hk53
zbMu8<;vUZ3O8pSn(VTk(wDxF{&9eM@lS6Lic6zUq0-cxj%m><_B_Hh4DWW9DzmW-~
z^EkA6r_onWr}jMT?q+n}_r)&Xr;iL{Mmtk^5LV+uriz(mnuAudpn9(}J_d}z2`1rs
zuQ@oG*f9-NhgO}*(cua{k?V0;R~MZ??dGn)yn{*-|E$q;@H{aP_rZ@wYfc4D&w0U@
zD|t9_0uCOo{lzvqQW*){t1d3ucyLbtIo*@nXItuFc`7x;Zs#gs0EMF79W^Oko@{Ao
zYJTb&d<=zNr2)MU<lhRt^UYZK9tv6*Ag$Xmkr!2|yZiEN4ReqjC&6uvIG=ZeM(kvL
zu&T85<IKcQ96i>PFIQf?AKqW=&OY;UZXu9VHelg^zT1&p2`SQ4{9YHu%>e2CA
z7aRK<%xp9pk=qGOFss$O!HsnkgaV;;PMsndn1hGd_}co0;qlLXUo3<qM?ND?)KVK~
zv@mLrYPeImu(`YCgC3L|!Oad9<(BuK|LLB0KoC#_5PNlnqg<#4?Iys@hF2|A>%Ba&
zK_|O;Rg{wzwl3i89LtGnCzs*F>gw;kaW0sHz}MacSS&O}K#t3XgRJwL_Vqo3xZFrU
zz3xYb7x~Tz`AweyNye~5B{KW&_d*|1j-@1@#dr;4HGfQN2~i2QNweP@?G<g&FOO!W
zUtPjM9uDbB%~Evhf_M%kDnCbxDIRgIgp9qG2{=vVCd`^`k^&c3iH2*l`4sb(&@&mT
zEa+tqhT!#;fuLMYXp|KvcnU)>lisx{D}qfivDkNcF0XqD^X>w>B&Uwbje%;fB$qW%
zUzTo<3X&+24oWnJl-lS-T<2eJm+W*xB_**p_Nq@*^0%;Ya0r~$afV^JmzNW#gzoTl
z7};exBQE02;9heO|7@*K|L~Kd7XT0(V_7@k7|+WowzlkAHk{CE4<xjhK8?()xji{f
zF6rm4FPb^3y(0b;1AB_LsWMhoX&$!hIS5=O4!!2ZG0R@AmY#}EU4z3~atPU_jKEPP
zfJQ7dtI}5;#+}BHQ<O5mU~Wfo-cR5E@M&%ymy@S*s<u;A4)Z*F9*2#^P7ue*G(CLQ
zeMZ$h=v|_oz@B%50Mp&w?7_(8$+RqwwG|M-ast!0zl95EuRhjUPpjR0;I=F-x2FLC
zEm!}v3~ElBn?EOTm$z~>ujvJhTqOlu8L7)hB+Mb_*H0xR;GeuokzHLw(j(%&{#gV!
zt*gt)-re3tTU1yev0Y;YrKP3rN%KaeNYI_<ZP=am{;~iLYvkGb;6(<9$5y3b(1#Oz
zVlV-B>KW3S91)MRnV?r`vHezZg&N=Kd2N)QE3~x>0rgyOKtX-=7z5!1Z*U=v1Zb7u
zmtujNP#~fc-A_}=0@sBhs5p7m$A<y{AY-u1*HSxK@J;GEyoYXX?#9-14LTY+bwMzb
zzUcj5Hv+NFo6$h(`un54d-qhwwH5d5?qV}vM~cHXzy53vYHA_&^%cmzCOv#SCe2=u
zEK)(r(E{&h6XVKZ1Y@gA(@MD!$ajSS=wcLS1(oP7Io|KM2F-|Hh`OkHbHE{09&L&|
z`q{6+_C6G?nf5~}AA}>k%)6X*s1cnC%tK?6hT;yO^hD!vDg>!rV=5^kWITxYTPb@Z
zE2FEpF-{Dgl&}6s$1N}#%H7^I7MBU!wax=v(D{<(t;Zf;iJxEnb+USu#S*&dtdiC^
z<Hz?GE)5P-z+CFQrCP1O)aQe$#(TKF1%(>iQYKkl-VjD%vm);iLANi_1vCYmdoXZY
z(TK-fPTAIG_J@7%4o1EX%Mo*I!<w}k$OP*wfYU7{7FByue<oLgf_gZXpW}9z#bE2z
zW^k~T4=pUu*Y8?Rxw{<L271Nu&U9TNBlNtme*UJ<9O`N2EFsb8OYC_`$yVzxnqX(>
z%kIMBaM&ppL@?R!R996%-`(+>>7KRicu?o=bTh^w2TnFk^vo#QZ;hJE$)B4~lj=Mf
z_awty;PAa9oLkz|V1cj4tj%$KD(t%}7Y$q&gG5AV#l9{l7^&fok;eQp6nH3Tjmv9|
z|E})s<7^M)`3lP}-!XTrzx{M!3So8b2^I~ZT%w^Q5`j25p(S}$BVYza=jGP!<+k&~
zhvJu~8={b_Q^I5lgTe1^2eeLDF9~wVlZO<08ULWx{nq0c4%wK?Fk@nSjzLjwCwefr
z|H#4;Ka`v&=WGz?CG#akf?ufIIl1NToWuV1kqs9>v1lfua@b5sK#YxBA<F8}N#Q}e
zQ=UJ3D6Y;3!C>pL3=+68&{HzCUD2X4RuXIW&b3D;Yg{UT*0VKki_hW)D>q>_hA1d_
z+1sQr5ZTXH+L<~e>`kkcK<`Mwn^S4tuu%HB8fRklLbH`BQ#p(LQ9o>axY_xBeP<M3
zcQ?D$#KB;DQsA4pTxXM$*xq9wbOK>~klP{yrF!|{TGe&G%)S8jxWhz}82go>jFse@
zI|7=q!z3BIQ`3;?W4T=#;)tDn0m^r`;LW7W4;t4&wxdf>_?tU_j!fvuHACASLAK?k
zsTSI`9Kn!sP|$9_0hFGrD+vb#b=~ei0&AR?Xx$ELpGS7z!omfn4=0jDkWbqM@D8=R
z1st#raE+il&rebs^WX0z6-h0POSKy=o-h32;y(3K`Q6<tDuQD<^&y6xK#zv4-=L3?
zoAO8uU6=eIu?0w^&d`EH_COfX#q`!Q^f8OLTIRDGfc%&)=d<37HtJjs3!+HQNYtE|
z`320X&|)_hPrIYY!GnH)lP@*2%GtTA{|$iJ{{EnRor;sTIATQWC#u8scvt_ZTzaaG
zn(d)sd{nsvZns~b59{2~Zx6@iT9#@%+YmgrpT<idj<*$*YirQk=*d=`gsBqKNr1+%
zsa`3Xs(w0Vbm52AaCI{bacsN@dxmy7)4JNj(#8{5XMWTdXXBdt^9v95_$b@Vb%O(M
ze-5XK{9%ZgSAb^%G7t<uGiqzQf!O~B(~Y^h&CS`<tu;Dn{8r|EHd<Tb*t>0cXTPS?
z4;qY!O0xSDhTZt}Yps?|H6tFPmg{Z_mHu)kr+{v{wyGLPP~gVVd5^oGy7uk>I|p0v
zr95IHr>3T^JXl-9dA&@hUb%RU3cXsCk^+KMLrJN^YVwk2&uzDuW_PBhz-0fo?)+6>
zX&Z&7o6FVUs3~Z$yP(#k6@5>;(rjg}?wMgx3$W)zsQ!US)J(nAWVIQqed~&;*;%)n
zd*e<FC;v6Q_E!P#K2z=X#UtL)Q7Q(VpLd-!21rab(ykkJDO}Tw0`Ju|A8SP)TZU4W
zUJ7bfVYjQE_Sv@%!u)6DSfk%{Y-6QQPaU3SrSM-7FQ`6v1)_Ovk?>@t=uAg0JoEcw
zuU%@~1PqAh5uK+%MT7lkrYi4?16N6!2=5{ZJPrW_`UrlBT<U?iSE6oUCWcbl#bBf~
zb;D;u3}H;{A#DZoT$+Qt>))Eh?or0O)iPBg7n_#dUY^rf2-R`KD;ykcKFhXamiBHU
z{_FMO`I*xoxrPq5!SGH>;v2p3_~|@LYMO%F8T(l@bXAp|NSVG^riE+`78KO5c@aIL
zBFej}-}yC31z3V_K@kxV*W1u~r|TBbAsrYUi<Cl$omtwu>M54K1)n%0$OM-iggFR+
zI^Z-rYcGh^tY@7v%j;`RqYl~$?G}(Sj<>TylHbDHvF@(Nr)_(#_J{k+fe3oBuE%dA
zUI46!tmK5<n)$2@UDwTgqfLg#Wrtf{Rn-IFvH-47P-jgka00lj+nb>wBvdu4`Et{{
zFT!bQBA%CyJo-bKB_`5VBYV#oK?dMuvSvuMB_k+(>|3g^oVP%2eO1BUjNMwnF*gpj
z08d<-i}}mkJ#RXr&%ymx)lGJT`ns{#u$ES}kB~aYl~=~yxZH#jlr6_T2L4#2{V%Sb
zhDaE%aKM<D3R)&w7EuSSKFGGT<HWe>I%>qN^n--y_4uju!n7^1jy8L&(2}&Yh<=^M
z8CT?eNb-sP_*Me;ZM#rTxn}n4K?uTdf_;tr*F6~ZChE5FY<c|RJsY5>l8oGQyPqE{
zk!W{vbGF<Mr!ppBp#=Lz&Q?GCc~Pzyc@b_`3pmEOE4`X<i;hUT{<MbzpT$9*dZH$n
z{Hgu&YbED>{YoNBa0Ekb3p|^$8)W|=YkwK;DuN|rpzE}^d<jf+!{hsToPoS0l7vCT
zXbI|~c}v1(Q<|hNE(X(4zJywVku++BM2okJOMXb4#3L)1#r?SO$Rbzlq~%9>rRMPC
zYSQJFn%x&IH&ApXoLil&=h1b^XV_l}6c5<a6C5cAVI-qB|4gf3K)!rV5B%H1zj9sd
z^APM;6{IQcKPV&Yv+XiJzK)2clVcNf5|O4oj$dZ1N+33TH*Cu($5wG<_;J&%$5|@c
z9hoo-OF=4iPZ>{EN0ik~WWz9H^8iw<Ir~sS<;NmxmC^bztnVmHO74P<!g(yyGxECy
zp7pz}u}n~ejE6bI;rHVDH`X4JVKW0r%2T<jAgjvp@-?<5s{mdavB&=m&usS#Wn^!P
z$o(b^z}<f?<M&YF`15JBf7Z_K|D3HeA!bgNpN~xGBwJ%DWl(djX^|&dekC@)-S`VK
zX1&kmdxGh0;%NDr6UZZ@$YdQqHS!*-Va%ry<r6rk!tKtVkh&wycSq~kvayWeq8#m`
z**)SaQ(Nx&@(BB%S!PYf$xRI-xnvOnb!qvEvwXw?V{}T@uDz<2cA4nNRBDkX5EObI
z{mGwN2|;smScdSCu=ZA;-Z(RQ66n$uCZdTKwNdLsBH4?!W+XgmwJdaue~HR4pih%j
zzNZa){Lky1u;80T#=M@4UE9<_>gPPH#VSZX9nv&xIJ7DSSPKR*ya%)v-_%kaf2?kh
zCqFsB>{g5wC*wd&#~2q1AB8QmjPjFT7j_%c%aJokkTv8?_=&cr*eKQ7qIy0VMyV=B
z<7ir{S&fYxupVp)73=ZdHTbBN|AD>wC@eZ^54x$VhkHQBl5NNu6+b#8r6<$Uih)he
z%VgVS?w7_&Ask)3(}6y61^T@VCfWVv`v%Af#&3Ua>i-BSy!%kY(0+9E-c#)9-`gBE
z0sZVtfNA7PX#9}x%F0&AF3{f-Lvf`<J6KF-*uo^w6_Q>TcTEzKcvFP0E-|8doD<lJ
zmK04e7=;-j4R>X8HIC68^gSQQR0}t4q>^VvdE-MnV0W(C;|d?0J(E^c!R++XvGX8^
zA=0?nSvRv6keZNB`>9FM_m!1I8e1zq!)m#K4b1V*I1Eq1)z2*cQOO5Vii*%nQfmQA
z?;Yd#Q1+?;0GWRN_4$9^%?Iw{5^4EgqyTGyVZn?A+Vo)1c&$NP#~71I*0zdLFvuBZ
ziSkWyakJP>Ed)+v_FF5<|0s`fzWeL*yA%00)E~%abQMu#=!|K~F^H!k3BD_ex%9}K
z!r>!2^a%4$p87*e=9jO`eJ?;urjeZxKD!>{MFVQAo%cpft%Fo<Bk`OjwsCHeI>fpu
zJ=x<ydo~o1pUhVK2e?*jjq(T+i-xJUH3hCI|48t;K#aZr_{D<t*&lTZ!{R=;-hV`H
z!_$98nFp6I@wRc~WiBwG<TYjtq(d7uqSrgYq^2_28>iqd39XEqKQ>NmHeAfapebp+
z;$<q#RBD$5M=D~L86%O)WFCJQzUa(q9|$sQUFx(DK}zwU!1AA7&5O1pNW;>KM^fWU
zMP}%tiOzSHo4749>VO!939c9+M}##?VhSCt;O*3>(!}vHn8#C>!9~x9HVZx&%Iau{
zrQ~9Xx@^WAvMCh`Z%Q>paj(jyy*f^#zuxFDTCPpK)_8wUNi-r^dUHLn1R@Ne3jY){
zMuUr|Mg#-~_Za6-xIMwi1+9KAr4S<4cwwz#Lpi+fmS{J8Qu|&P1Idr7v~jm-E(j*;
z_DcC(0hUlc^@<U%NFf6v_E6IAZA?fU#gWBkxzS;5>D)^hvUAoA?3+&-u8V~%(iXx}
zFn2<g>TR>b8Wd{>ydgpQmJ>2qZ!alZg5^@XD$$F{GzFr>YCSxTh}W3M-W2V{d8!yV
z!iyxfjX^=^Tsa$IHmC|rQ8ckV3sYRy%)+KEsfZwg`viG{!z&j3n0u%n3)lpS@!#7j
zDiV$M{HH41-z!Na3ApFsErn2tbU2Nxw_&1qip2}jv`hK|7<S7x^UBRReSJjsNv#pU
zD#FmSf=wsW6kD4{-u-U=@w}pJS;NP3-Ksa5JTM)_i(f&zk;=&~+1vG(WR&tonz{5{
zTp)V@u-A@98c4($)P$rqn{ReFdauAVFyXEO-;tnbkRIGMVrR1+*ZWj40xoLxlQC%d
z2-Ez)0x$Z2r;C}=nY}VKRMc&XBFnM_QZtG3w+LW>Rv+9)BVeQXyN3yT;I{Do-WG)^
z=w~V3B1b)2r@0E|OSLS>?2Tj+&D@#{e~t;cY9e^Ls2k<NBzZA<gy!)PK|Qmr#6u*l
z7`f&dDW%5a9Fcr-#$F%osVFU`YS+%=4rxNNG^U|;Sv~_@Y2{!oJ0%xF!#6>$qOT2?
z_gu<#43WUyb`yZtpqH&JE>%C;L?}hPSO)urtcjv*DDDK3;dSA2D=FQJrz_#a!fg38
zuRNy&?IJtd80||eSM&Z!q(ad@F*r$S|KL9O{ww0{@9&?xG8ggoQfw-I4R%N$QL-D&
z6n#xqUJT7RWNy<52U8-JWDdQh!<U+sd&ILvwPQzeSJ{)_CnAL*DdXQv97h)`8%|TC
zWxykK72VngycM+8#XLGTIg`JVp*<g^XWNujXbIHE%Qi${j)v#36Yg;=seNgbmkHgk
zZ2yTR@B#1pj7B~70@lV-T%&5ef{u*jLip^HX*tM*&5O~u|0)mW0w8^!f9mtMd%*Bj
z>O;ISH}hod^T|h*;cYM<Gq74jHO#|1md$}}C&_6>qV3C0F8<W9@t2Y$71)GRZHtB3
z<&df#W(Zkbl=M}TX9p{`_f~WjTsxQD+<8bmpAzX&?ps8FXRNnRdaf^1(G@RUau7e_
zIj+BaJq(4vl+h&mqcG7CYdwB%H4$-Bk}~0l^mhwf!KJ=8*cu|UcuudpY`$mt>Ub@-
z%#kZQ1zdO8Z-;wMeHBda)5N=3e*bOhUKIKK`|CCq*Ms|R^gdJYZ;{9zB=`>q`fGAB
zvqf}?&!kQdM(5*(+edDP!Hc~W=>?m_vxfC0lb*Ta=@z8&&`<}yb4q;{T55?&-kSTB
zt~Dx>`BVF9HoGcjk!!J@4D)nlwyMm>gLkcI1InJ}uRJaVhvA(Jz3VdMC-Je`?H2GE
z4U@vP_HPJlk$1?5<N;VNi6l6S*hocdy|bqdx3jpL<>{6DCp?j#+Nu`yc~N=NwJ%bn
zl^yi)>qCr~jr!SW+091|DQs&WWay*hW@vVaz4+TeAKz1cPjFzy|1Iv+b5|bxMRqcQ
zU?GI6WD^~YjD#`#l#METu-G8~Z8-N3*tFn~y8)&mu6~jGc9*)!1IvcU7VMp#7)!<>
zJ99B$lC7|akC-aUZRu2kmOUTLd>Wa_*@%UcLH-c?qYtI+qQpbWGo%Pi110!mK=@uR
zW!Q}${e)#Vh|DxuUZCA~?Jy!TV(~1K$*xEg)_qEUGG8fbI>>6~i5}CGsTZM|T>Gq^
z0a;&RBO7oDB4-B`u!(kzJs*}&Hu-)2WR)4PW;~dB^tWXpYd|L0|JAbu@zM!`f5Hb!
z-{w1b4=F3^qWFlkEb<$n!9&v-&W09pg)~Cc-S|oy(xM=;;ajTlydqJUB~t20Sx@}j
zFE+0hSHI`1TYAGpaB_0m2jG|LD(vaWC(8!>?$mPe5~ySmgo?CSa&O+fk&=FCp@_HC
zYMiaB`zs^~-D!`NBQGG|klCSt!naUUjDnthQ4AX1hLbxe*qbU5!d2ZneSEaDkb>hx
za2PF>0*UmF37TP9aVTS>u8|?`{N3Tt{QiUO=HXv7{#EL8ohZ*s!j17~z<z_7|5n3a
z8WjI-(Txt?TqHuv#=_HNyray8$nAVBlF70<!%@!+6Eu*t*2Q@utW<QziGIh~`FOLW
zXNsn{&Rq8lFEgkpOCU$N7vdg3$`zwtS#nITHc@t0f=EH+gK&9#l*u@SSJ@zsF4~$r
z8-r5yFiBw<xL^~dPx|W`I2ZuRG1248Q6|cm7NU`Gg6>-1@L|g>?a2uz8hS$+ygAlg
zDQe*eNoATofmDx7ywOa~2+#^v1j%k5RfT0v5{}+jX#59R_b<JTakzh*mmnni@t<1x
zAKd;G#`y1@-v7r?>~kfT=90XTqbP2nqSs5hDL$_5arL=!uS!s!Eg93<mQ;Q=-F4#q
z$-$zJYECZKL5&_Q%47O@<vLt)1V;DP0u;G55p?V?L6GLA6kce9_$r5~;jko>6<0l;
znennYY%HYBsDc0YtlyEDd4S5K4_(-e<e5S<Jj}fvjf-t<%5m}fgS2gqm*4Qm*D{Y0
zoGeX*->UGm6WwB%$5ju_Ylzek7NQ1OS_fg@$5r{qtGEm%NfF3A9Oj>Twf<I`*2spi
z_vwv)f#Ki1H)86){DW0UM&6PMl}A!RzZ7Ctotm8wE_PeM$PFS-W$7!P(-fYvdTJ0*
z8(~{4>S%QSglG&$Auoo8d0dgu*jcq2^h)wcW%u-F*%`Amst(3De}`cb&EvG|$D&e4
zF-DlZr4*VlcqMOkOlCpJWNv91-2X{Y4@=F39jjB@=@PG7UeG~&@|TC1v$_N~+;xR9
z0Qrl|cMHtkEH%ku{Y+6vpkp~p6V}lsr(JeHtJB4SowxZ<!<e^R>0}hhbr!5Rcm#jT
z3fkBo=;6%|?m_yeef;h0R!exiW`COc1Mk>la8vxXP*E=c?A5jh{0?18&X$_6v)FZq
zj#nC=?skp+epM6-%Tuor$>UaSEWh{_Ev@WlLMM>uKnKo?)|N|@F|G+*YB%z~NRybS
z-oQwYR2S+uhh&4(zTt(z+kCd(NF~R8=TtJ#PCN+P9%r*~L7<2pXfRf%#3-%$aeKuU
z%B7tL`*nw&Z6F`K<M735AMq7T;axqfRuLeqZ=y{Lq_`=l9hr1yYoGbpLc1{jCV)*y
zifDOFPyO%`pI9}27B7hW`->eu^Tm#WB$s5v{l<&hFfk&}n_YKZs&`$`<%P*QcRTAl
zfJ*6$wo9>-*5f+JoWI@-O@BOHWH{gBU}KZ-^;i8&ac^(RQvi~jT3(O1X7~FuKn0yu
zFLpFv8A^*_sINUfovxn;%pZ|)1$qrT^;dcn$vLLI;Uym|Gqr2j>c0PRBUU~k11ke^
zWdW^jZ8f0MjiIL#yUY}dx47=rbqUN}%*3*3d7Z>H%mZ>|#Q-~z+>GOvVUhavIh@Qy
znz$fuxXf~+>7wCg5qsXVKgGYnp?%6pD~PvPz}@nH%ax9TlJ4GrOhtOxE<4ce16Rm#
zw-y5)hqGDn$EhqsKsR#gbb(f^@2KoS3!MQgRWBQK|7VrunAOHe*7{|VM~YA0gx+P&
zKK$OfGnPNCsU8hI?SXIS89_K5#cii$Wo{q+?Og5UQ`ZF>pH%av!o@2A?<GgySBdX0
zc6Ah(s5E|7d1{<=ru!1RB4D>y4ShRvy&s>IaS?fLJAq@l422|+D=?*Gy@kIYOP0y~
z3Cn9mJ>ob<uk(<Ub889k=3pHQ$a<<)X}a(ysn=1S119p>NLETlq9Wj7p&7T)Io!o-
zFS=XW($lvc9c8ncs||wz-<@DlF$EvU9PH}jv!u`rE6VHi9Fh1KH_+6<uZrn{O=vEi
zT9F4om<`Il;6epo{}6#~iKmo<O`R&~>1o986y-)k+}P*Yx|uq6z}M&E3Q1|~2gwws
z3Sh}*8pToF*rVMx2fH56#vLt|VB!g}uiC^EN!o1h`1KU4^1R;hk(xU3vGwM%a<Y-K
zCG*GorBz2j#eF!HPD!8STVTbV8|Q|U*iW0xnKmtn1-O7AtzTRN_mA`e{rq@DNz~FZ
zH)}=+GF#(voBV#VOyK6ir=Nd%u1+gsay;H}M$&<oeGLs9%Urcs*j!y$F_t&KTCHnm
z_r;_8`5)k#XWX}B3kX@p(_`VC?Hw*ro|U(Ia)2|q8GY~In}&<+TrrJ+0Qbia7v{rl
zeVh)pa)JYZ9I5ANjSKR;(xU8k2|E*c_L52u;B1HcYfEfARh&+4`x5*C5ryNXXGu1i
zHQOigUW)<d&L0+~A@@pP=O#cP?z*of$nmR}2g2xUjxE1EC2Gqa9dEa}Sy{^80x1;Z
zfq*Nb)hhRzEIx5qtH1M4N|-M(HDx|Hqnrz9$1-exfy<v;;NfDuq6*fmH)sZk>mhY@
zojNFB5?X60yDl|1G|_Vi)K-=LpEN_)#)^y%i?i9gp-8$KSf*T(O_a9dW=F`4+v$3(
z*G;)gRQ|=*ye{<an-h-bT3|cT#U7yi8%>M8B+7MPopgb%PtV8Z<_(-<+$-x0oY2FG
zB4O0S6hJk?sjJ&8YG13n?z*B;wYlCBzEe^ErK9>h8>j`(nai!qF7zA>dF++%r0BU%
zW=bdt?I6TpP2l*_qV9eI#=&$acI*7aqq7T$<L1a<5HIglKmj4o$M>#)#a2NK?YxhC
z`1bNQ8$g;**PQ*{i<QpQO!P7t{3(0_q?24cqqf%1YByp~Z#>h&mn-PK&v>>v@-+^Q
zvhs`SLqC??yQ5K^nn;^DZO^^ByRq_KX$V!X@0;qCT~^*?BNGJ`2hf_T>EJb<u0d2L
z!$ra44V{&2VW(F6iro;on$|O8cQ20s-x2jM-np%qTl;|nujIYyX5)A#VECz>d7qfO
z^HU-rEu;~bu@B}+x_HeyOe-&9DtWy-{0Yh+l7<9>5bTkT+8XmrL*{Vd$x<|@%)p>0
zRohDDs7EZl<FRfp(xSx|Y0O=xm&_YlMG@Nq7RzgggXocYR~HOK8b$WaK?N5_b!R>A
z-gU`E3Y`C@$=^EN7~c5~6rs;zhN=x-D*{!!_$B%Ern@=BJ@HI-+iz|j!-~`w;gs{>
zWLxN#Q8#$!_~6`7-~upMwFlx_!NYhw)aQY8acGt!zHL`Rl@;)uDI|Moiv72b7t!VP
z-dzVcIJW+FzjIX47n}oXXp)D8U@_xs|Ngj!cv$`2Y=NJ~zC#;=klSWP9<ZdBp~r4{
z?B?w4%~Ta=jSm5Kd-Hr**3AHX9tcqID3UymfmqWXkGtArzM%i(#l`&r7{}%>S3B?Z
zDO*Y@{^`P$^72F&a0KH*%?r&hDU+SHa$<A#0R;(ij3|JT<H_97uXccLV421C{vN3J
zy!DePc0CfSYEkvSN+mmV>vqCU7@lb{ov2PL3t@Y<1?wozjZE6v8m_?y5%S9Cc%JRJ
zsOIVEsi+6L0JdmLnihit>*-Ug`TC3%vdIcL4)9dPUhv;ff1oFw<hm4|C7^M-P`&!j
zaZ_6wlDIZH#*U$oAuG}u7001gF<^Z-+h^=Hx^C#O3K~4#Sdx-DK^NHmD_P#V!nOWO
zvgAD>(!V!N{|=kGH~ax+f!Lhjo;!Kv@TB-hSEoCP9@_dV*$6tvE1+ILShr#Phk1bh
z#^6~nRK9a}-X_t@#;~U`2FN5JI`z_GpS)c4q7c}3^l{#A6Zwf`tfsG5uv4EYw%C|m
zGH2Jn1y3*1R7YmZ8@Rf`J4o|YofM^IX~=&h4lLousVkng1qPv0CojEukyNP|<(&|r
zoZK~iiIyGP=PMMQ_oafp!0wkmrUvQ5GJ-I|SYqVNl*=^<9zMHwSc!^a7LZ}gVEhj8
zr0bktK~y?*T}F7i0$tYMFX9AWG$V)Vx&g8yP#F?kPZJ#aV^Sm1uCH2M;AV^7pw1}3
z*AOPhz1bQyUvu|GjY5uJ^y<a@(Am3rcW9omhUQwi7_s{|7!Waz-7%;QZc`ItYd!AE
zwzl!kn{N(AYDFLgJ)TfNi7U63i+i`izG0RC@R!~p4t@Om0s_^}vt#(SUaYT|8sNkU
zM{SGbIjAUyK)pR~YsxX{rJ|w90!&gldIAbs?T>>Han84w9C8?gfVDU^<P6ZRb=_}-
zE!vdwsB!chE&3A^Ds1N+hUpxZRU-=~_G{+v{9*J!>H8rVJM(Ji-Teq240`Tg#$d2?
zct}64cZLAI`#7R%&vw3kEz~~)fj7yJ_>qRD;`#=D0T?OXCettoEbZ6x;l)J)0@m`>
zQT|<$?^^w3W0wj(L)H2Si0tK_lX?`;GU^>Srv93U<aOs(o~g-3#d%)u*;eOkDKK$T
zpIdzi4gHD_^}2=j)<YYcu-Ej?r}v;|r3xvRE?b(K8dXk>O%V>ax9MBe-=3Xa0(Qw^
z_KG>(kM5gdBD^ATh-aHvi$p^4{YT5$PN^#%Ueq*MaGC=r>v;Sb^4f4)geYC2=hx99
zNHLPs<ycOtlcn;qk9-Aq=ZH{hZbSvWn0J+_zC>AX+#abw7uIMo5~?|9N+{4V@*|)n
zFDgpxb+KH>-Va!83kkSSNZI4{M8X2Eor`#6A&)rHg$K<=tvA>LUfYk0Ekoc$W9?`e
zK5IXc>d3gTHb&LYAA*6SE*<`gD%;PyJxEkjScYq_t7dF6i@lSx-R;ievh403RgsPD
z+E7bd`{PM&%y7R|56|7o0g$MddN-HwRBaz7z?pW(cU4>5r`>G-`~408RrB-mfQKCF
zr(2k7(hPMqs#dD;iL$e&=;paC+gk3!gZ5R@BQV(R-mCG%_kF6qqG?iAhH?Nd-#K6q
z?1{Ux8y(Z}wb<%*cgBUz6rwUj50#k4lz;Oxe9CvYzYXOr`<+)2X**GvvMR5$*4GMH
z;I5`N+7pi>Qc7j+-APkZmtHq+vfN&&{rWEnr`F(H0x?%p#ZkJN)po;uIyEoDBe02`
zmOq!6$nrYRfaq8u5Ev{tf&^^!2rPsR@s{b7ft)AK3Z2#yFpb@qYMPssgiNucCB)m&
z;QBouF6<h45!eYz(^crImQGss?x?ZM5$>(HXpW#iu(cLTXj{%TxuP=1<=QcS`NP#>
zSx7KQhgH#uCKqB|U&22`#)4$n6x^#a46z^~9E2o<Ex%|{I_cu-G5bv&w`}4nYSa4G
zcZ_^cC9XrG7c@+lV;Fl1>oCqrl+j~S-PF?>YG6fNv<0jNccF@2&`t=!a!LqQg9TV!
z7cJqOs9)5{9I1sRcRu%c5M<sz!sU(k5BC9qObq@RD*rPxgViPk+u-YC*a-iyVj(<C
zu_Ch`Z+vF*T<u;}pO0wtP)zb&<h1zeeO-*n_Bj{Yg&%DZ46ChL=~^NFo6?TIQFgw)
za{h#eO7&Q}B^9)7{Fa)EhhdRbLVz*ITt8XJF&IM={lqQUOU)>U+%7D(?O7y6U0(KN
zNHP)iwLY#LU_X_P$sxj^c^AP@jHQBV7#H`+Le(OR)`9IXr-vsKex+FZj5-OlZ^zv-
z+IO8Du17Hx9;jolh)LA~A?S_D2`VW2y$})>cqouL^ri~9w?DGb0fD~QGX;(Z_m67+
zr5%41%Q-6l!=C=-MSgQN5d_CS{}!?mzLB+zSrlA1TH_aCCj2!=bR{2K<djNhY)>CM
zbN2xQJcnNbFN1@gs6_cpoKlfQGxICo;;CBVIil&UhgaxV=ATh?;nj-noujow>wT~`
zc^TLi%7_h_qB(VJ%cyWT2Fipt_o4TMMoMdJi<wtC6IsNC?Py(C_8@QbNwX(J!jizE
ztC)tLU%F>ojI4{0hb5VNwF7m!5c}sAMHbl#*|;=))5~7R1FcBAGfy)JPw{Jtl{M5U
zl)t<Ef!F&`{oWw_9}T7v@4v`_KkD-DdtzkS3=9YzOO{Q%nh1B1+*J0ttPQD{m~z(Q
zZxNhV>@+gj6-WBp)BRG>xALi|8JPL1W$F@%!6mCW?^66w)}%LHm{W7VCw>}`EQP3)
z?Wo4w6u(v{JNy}|LqL~q9!~$m#~?Fbu&*l*;$xv)!XU~T82&xHYDhhTaxfw>5-%ao
zO`NT2Nd!3uYk}J+=7WyWqzu<=ZJ#hFKKIazU;GT^174Q=ve#b$Cz+k8CueN=vskV?
ztG#QFdUZnAk>UM%S*H|C)W1pw<iE)?^e+?1dieiR2eDQn-uz=dG6D|XnyI9H<dpdt
zRFC{pMstOX_S{q#^RzOK3%^Mj);`tmRY~o@*zPmfP^q+V%{Gr*`MC0kTv|+*iicK<
zD^(T`p0g5Lq#&?J38fw;6leQfn!P9yZHz=6$;4Wu4v(u=Zwq4Xc)KwaonJ&oAr~*+
z-4oZrT8r0;P^2WaZ>v_MHDum7@+Rpneo<vn@@+v;?o;hoI!ApXDIXc_#8u&zrl9ZE
zaP+K=&*FkfMZWK8L2k&1vbO>xUQaDXh%Z9=Q>(FA{-Hzu5!=Si{zLlw?|c1+$pk}m
zHD$S8d^>N~d#y1>7Nypzvuho>MqqWx44ud0&yAqbkT7sZ6c6&&V`pfQ()^T7+w8_X
ztyk%(o2SY)S&T4Ou2PEP<X3E@G7c6UI;ZQ56&Ezb>+sY^k&{6h-o^Jx&##@<pYlth
zZHa6&kRh`-Ot(A?23Y3gug6kH+Ub7FT6V2F#1tsK-}N*jjnWd|VId|?vQ9~mlImHT
zw>^93TsKkeUh`gjQ5^kk@ZpO*;*vyoTn?|wV>r6d`vK<(JwRuC4t)HV3;KZgZ&aQ+
z1E8V)QGFi>A=tq^9u|-o5!IBbMHvXYn!jbRBrjX{uG=o{=2(k5e7GRzuv$&7K4MWe
z*PDEh+?*i0Xx?b5oA&zmeu@2u+%UwKi$UE(y$`q@(>-?g%I<9%u13J%^=DI@Z-Wit
z{(er2!d@Wen9S?*Pk43759Pw@*x5FUiOGLb#tW5vAzt97r1W>Vj+56;18VIER3TNL
zclwg@Re)#uFx@|*&AomIDAXX3v*W+&&U?1l$M)=?!+~LJ%chqloR~w=Fr9Yy*&LHa
znf(Zl41+heLn+W<HK&n?I%1cq7hmXBrFsJm?Id1yqi$jpe9(~8l^0tEjp}PZWcM(*
zUPnsJh3hMGY2Y!z2I*yAO4HV|h=fvf)8~BXdMX`jDINUqj3Oj@+^T3*LsE0rySrqY
zLVR_W&Cl4|Mr77=+IQkhRdJf#Fg=;5wmFp^?@6s0dv?`_VkRWG_Yjw)&5R^1agq<~
z%;5F9_R#qpi=_Q0<og}|HF*3#>JA%FV)Nj^oz;$hY=fdInB2~f-SzxfG#JKyeA&La
zNoXqxox1FcU0~mVbX6-$n6|7o@6#sYgd=OS2`M?zAd^}i>I+f^kqC5b7fR(Nm_|C;
zEz8q|4TsKnQjC{c&t);KWIatOivylxGC-=r79eusMP?aypx`A%Q87-AMM?JN%DgzD
zQ|hayS;;>PHd)}|B0MT7|Ds1UblC@!B~Apz6>TquB=m_fYjF=LGo4N9(hCA{NJ8^_
zjOtztp?u&XIxRRb#r>}<d?H92rg@m>EUt<5(*&8%c>3*;f!AXWWrq}<PYHb%?1H{D
z&$$(_Y2Yo``ch3{V!u94Y8X^$Wq$%kCLb562(w`lS$SDSdZ)jy9y{=4TFVTpc%qCJ
z7<b9{7@-t37(w@jUMbQ%9<q@s!mHu~K6=#kt!MKsE2V4~YXI4j``V|2NSgD)AE-~5
zDuN@#vDMk%a)}BEiFxez>Lm(EVLxF$LpB~)7hOGPearQSW5v+^iUBGQB8KGsOV*|@
zRPX-Bqw|lU;%lMk#Dat+_}Gx9RrC2pj3`@IpUYRRTn&Y}&cv4A=?pcMmY<T!t~3M{
z9Fq>Y3joDu0?8ord&=80S(uQ|^~Cx!lh=#s*9XB(TsoIyW1HA3F%g*jQR5-S65lo%
zNZ(b)Fv?r<wb|0SW^{kr>&C3+Oac9{uBLGK#(QF~rztm*&o-9jA~o_=I#rvUBK$Oh
zP}7xM!0usN^xYVYxX~0(i^)RC_5Xha0-evu7Od>Zqga#<l9|fZmdt!`WX?b{8OB+=
z(cQairux(JfL&E_eLLm#fwq@)55132`*QZxT8C5&T!?Lx`5Wa=dIts$cB3h&1pOb%
zh+^&frZ-AvW*V<2D}(FUU`F*t-prxVoa0PUdW^Z=C+{K1DnU^go|1LCLVOO13ZEp6
zvWAevvcaucf!Q+2FB{^)LN7xK#yW9gJ{=Nx1s@SOyY3qeidH4iL+yR#8it>QWlscY
zQQs+FRwfsRZgU=eGG7@PJq@!!%4v<l-N5?O0^ekcIy|^9l>oH+ivkKo|4SVX$)y{`
zGs26-pQj~D3w|s=`%ra&3u-wW6^9;Pf?~N<T@<<~9+b|2n&LsDphYo=sMrsM;OT<x
zt<oSSyH4WNMXWLIXf(f=sWX|zizp6qCnE!hi761I$(P=W8T5Tl^kqU5io|M?n<75d
zZ}w7k>ENwC^`bj06mG$XxN39~!nljDEl$h@Q&KrP>W($vQj(<kXlg$yC%@!cITIW}
z8OUZUX>BDDu)}kbPVfBwGxqK7YDwsmgB(_TxGVX!e;@l*TG1CSA+<NrY)vng8+u;?
zTo32Jn&JNia=<U%ykBi(`s1D{1^ra85BuUiwyIqwOH?rMYuNTR#j9s!&3>-3vw3U@
z8lAh`DoGlYZ+{4-s=QHnWrhTzSD=A?1nG_BE9q)F<qEZ^5)@idtDJm-D}2uAgytmb
z>EP*xWUK8!(vc%xS}=|Oj-sF&+f?>3wSL_2W)tsxcf4KsXBLJ}+bBQ2N2Vy2!G{-W
ztVJ=cv5W%#D5GZIF2m+36)^j(ha%`GjuTxiBwCo4<tXe<^U6DB;y@D_a2U8n$^r|R
z@&nB6`l7egqgpksyw?s_JU8P()86Hp*{mj$5pNtW{Q8|F$pE**1MWBX)%Wvn%xG94
z*&mquA8DHW+0*wA{))O`d9YyIb#ohs?v|45bNQ%+@NPB<nK4bxU&H&S^sAdc7Bd(5
z-Q?GSXKMHvqf9+kunmy&(MnWugu5f@qkwmqK?oQ4yNXjUHMl;Q3TEJ8lW&rf(sU@N
zNF#7@kY!guhB8JzmBFfQDgr|gZFU8k^8pye2!$fqyMxMBnmcN0G#!<B`Na3?0*uTA
zN#5N8gvf~sG3e5UBKR-bL(4TDABCYzd)qA!VW|JF#@;e6%01lv-X;hlB`76QL-zpE
z3PUq=cQ+{AU;qv+4TFHd3?<!-BAwFR-BQx{+{E5T_u1$Fd0y~FiJ7^7d9CZa)-20e
zbvYl;AYrn6w>c$7yJ8Um?H`+IkSzV%!9U(9(l7`6Zlt(Id(_C+ay1g{G)oXBBBh0C
z^8IR4KdnXsT}x!5f?>Vb3qDq6MLtc+5*EKPl3dh5>-|HQXxL(78{b-kSq5lLywkVe
zEx&KE6-_}mRmU;cjGT8SoVbU!Z%F)3fb_sxh1Fw^k2u{*5<21AJ_?ab0Yy)Dsp9W~
z@}4-|=P)1$zLlgfyR`WMRA&E~HLatwMOyDk#p&}_99#okBR3=4)!`95RWFwBUVWvL
zLF~7<9od0P=EWZB62gL_7kt@CdEHfT(Ry_C=&o-rC!M$>A>U<u2mtv5Z7G<LG3=89
z+76CN@=ou<TUpJPHMEbnpt|@x?nf#?v&vyRN+x;xd>j<HE#0mC#-cMHNf8X+O=hKg
z8aO4MJ1+IGC<WhD2oQ>+Q?P=}@uazBu{wis{9TcvU{KMBoo$+Wfypj$MYXILWsh-}
z_0DTaOD?D9L4+FW<iyJ@*h$YcYr-9$So!7Y%{6Q3M2H66%b=w=4(rEDj>FD_*FAox
z?=fV8NTz^(a|phA1A)OD_3M`neE-$S@;`U6?@qYM>K|z%1xr6zX0i2@Yd$@mF64S|
z(6&}dSR3UhTun)4H(w}#yk`L!$P<M~>WlI3a0+58h_x}uBAa9@LnTYH3jC3)R!HI0
z1Yd_-LS@85cp)0Rx=NaZ4u=6fnN~4HazD+Q$Y~I72*FyF=RiM@VWG}s7K{}WLn$2+
z#nx=M7N%+*?_nu5Qo80JN-6eH{m9qwID{>r#?x4CwS}$c{xY{GI80Mw<Tl>rGJM%n
zb*(|`UDO+~EM8eY1lnBCpJa6381-kNp#Rt;07WHuON}7S<vI6hc5Y@hnR76#hP0Sg
zAM=#>mox1iwpB-|W~g9k`e#)pqH?`2BCcTeYp90bu9tpJ7LQt0ZZ+T79~Y3x42?6F
z$S_2Jd}(!!(yQMtL(rt>RTu<E+%<!H)}i*|6}6&S!SfrWz&^3^!B1UpZJ&d!v&3+q
z5C@dq*W#hTrEM=lXQg>oUjQbEytBjp7{WKPpzqJ)b!?vep7XLP7U&X_OZu0pj<Rb1
zXCu-@>l<oV6dv*uwjqvEL^9#M1Vps~abP<~PB|U5rP=gcxSz##e*#IYb-07P0hNKN
zC*oIBmi&2<-$i$3W|xx`L9Eqmz-QkTZqK7PnT7Ik#zV`WK<o#F_+EwU#~Jmk@Lc0t
z70jZloKRfbuPiYF!PANv<gO_bfLvxgwvQ~9CW*f<>M!c>R&9kP-D{?NaeX!s>5(Hr
zMb~n9pm|zuv=Z}T&Gp=uDz9!^e_@nyTg{;5`(y+t<n-8;`dP?%Sr35En<U!X+iNc@
zh)jB%ajMrEujQI1xtng!4vdv<aXVzxx*y00-#y?lmTUy%Fs`y>Monk_lW_y>h=4^n
z)@5m(R{n1R_8d`Q1hAz@DSBNG*OiSj&phC#ukcZug=>7&pnzHUC@X71S-EOTBY(Ds
zd)MZ;@eZJ^tih|tJtB6EBPg$>+3)I$%$U{HF5A>dq;HWI%Ut=Kp9p!E`<C+gc9-c;
z_Q=lXDL&himvz+f+1gc6urz6b#prk@GllVW&*>{sIgvW0z|ha*tQuD=WLZ`2Lz!FW
z;zBzY09IK71!FIlfeG*0r7Qu@%1o%vVM^;gUGPYu$B}6$-?5wVLNuw4V|UV4+(5Ae
zg<LSO-TaW+&piv}7YK!Uxvn+#brb7O7G(qSgL!($(F941D0vq^yw&{r$}>Vofc=1^
zcg*IlG424s2L8Y!ubfX&+&cXh1^88D07fb?(fA=mynC~OX#%gNLQ(G1Ox2uxdAa2x
z2|xgWAXTtA+x+$a8AYUBOsm(^2I@BPzc@&`vy|g;?m17t-nrni7)ja6RYe+~l53P$
zq>cy9L!KFlGYeLoPJhemAK(Zg9QoC|mBci)F;%z3?ByhY%?Mz*bEQu_Tx_(pzh#7-
zF`b>O#+&b0lWSDF>;u2q$ag-c2h1?107)wc)BZ#hnSF$~X)5dEm8=b)92LiKW%6b?
zX>?DP5tAVpm{fGyz}2pNWGrPk!8>8@rM>>5SZk7>mESdWM-U1s@6y(&&5?VXYmrC@
z?GecSK%P9auXw1Ft#Ff2mc^gKUDt4@6%Ap<hEeXIN+ZN5Z}8a~;iu$OFKLuyeJA2|
z<*YzdQ+3S2SLVBMt=uTfg=&F{5<2a8#ENgVMj)VOnQy!it!5kjzU39OySLPIr&s`^
z3ktFQ7<Q3=_*Na&p?ud}8FE6l^0FjGMy>L2Sgq4>K_`acVZJ~!G5-$$_Dncf6r&I&
zwy_X`fB~fn1U)WrF1Tz!q%!Mb1Ax+4H%Z^0IUG@%F!2E6za`$U`tKcCf9mRzj@246
zV*@H<5`I?jW7|W3o2zt{a&&_}zVt3Bj^+-ns{j~OYfVKE>9<MA$wwpr)jg9EB`dhw
z1+b_C11Er?4Iy{RuRZqA3z#D<%F;rhu0VCLA{L&0g@<O4)qw6_Kyp}G3}Hre&#ocS
z$^U{xt^Y%@CGGZJn*&6$1kX-xDypRPT+8Av8d_{A8E8v;Ag78<>b+Z+<hFy_&L({7
z*Hm9HGc}3e?Aw>J(F274Pq6c4V;jZ=FsT2ATs>byt7M=yPBem2fV%#pk)qQ3%)Zbc
zJ%v+}gytRR+SQb4XcmYvb$L^ra8*PtgV9#AcCN1kRuL4ZEykykGVz`+)zEUXF`H6^
zBbW_8_#OPkQ8-rMYPP@hH+sBBnOTNbt^;B|WYLw{!CfM1@(^OA3}qW;<{WCApM-B1
zkwdz|2(M-YS#&e`I$;sVQp3YqR95k|&hB|S__KTS5;Zz<dKDf=&)yY?W;oCCT`9zl
zzs`k8^A4>#;f&Yl>FKd*jKfwM11`YdQ>4VPgF0##$HnJ&+p|*)UWqhL15P#PYjs-y
zqjfy#{_8CDb9b*b55|$QeNuUo-6ZwpVQu9C#g?ZKRMqp!x0>ko-Yx^E`tw7$;FNoJ
zc1jBKw|C8e2N5t*c$_-)q)zVx#i^}z%dVQ4bj-84%(5$i^mx%`4~m+t^awcTjzo_w
zdV4i-1145A-f%!nEOXKxh>&G8J65?=JrNa}6cMrlZu2c(xoe%C`|s`(=M{gsY{|T}
zw>hw{ImPD>yU@oX2}6i`LSc0DWnf0Dqv#C!zVX<2FmI~i)e;j1{F&f)nK_mjIhG&1
z9t9KgZlaQBjh0fcc#s4(UU+eNo+L&e6ueB@gcQG=BC|+2waQqM*n`_m>oH<SMdN2d
zH8ft@jQYH}>~~>K>#jC$>t6%99%?Jl5_leAhb_65lwd%L-MhaQbyw|Y+rPASWg0Ix
zM*$csJY0EweJ=%pO3Q;c`0({9RbdF=^q~^J{<5Goxd{{m(3VO!(nUGw(l&(LlXi~3
z*r<H{ywKce2Q>H3gHZkJH-VCFayeN8;XEdq>z3wG<2<VNM{9aPC&X6|LQG6<q5Nj6
zRWLsqCS$2~CS~MZeNo_i<jaPWd4g;WE__p=aFb33H{!mfQmR2Wv9cQ-M@onp0N@z;
zzHX6p#4$J$R#!%qde0qkw=jog$(1YNj%IoDicJ@CF#W-Zxm*Yt0Mbw76xy{P?<*UM
zVh*Z^o5TT4O|k+tiN*7iB`06riqLoSyDQjF<X$PMf_z7XrmiD?7`y_25ec?#q_|4n
zh!BLo(pgfcOc#7))$qzDX%NwBa$JuR^5&w5|C$*TLMjUB<~xzG4`n|)X+%Q6w)L>4
z3zRbY0;MGSUnu4B?<l3pKPV+NXAKDY^<sqFXtEzW-$L)=J~=!+T^@B*=9)ZJV`$o9
z<>xV-{72Dj&&K{!q_kKouNeV+2)qtXys>*OxNq?C?)XE~MAk{$b!fcvq(i$Q2F9tA
z2C&g|{^D)ktp;=}4tQW%4}$h`Wjsvz7b&U!{~#r&m><Og9yK<nM@PPQT+#7!pZ%&I
z)A6`u<t!~$0S7W?0ISq?Y9u|_{7k@CK6FrPuVEMgSlv*O=6WAR9poO)Xah5Ryy`%Y
zA$qvhvwN4Bp<+3l7x+oiVA0(2Q_D_pg`#!gVTzQEZmE?vn6P4YhrRg3xTa?MfxKDm
z?#6Bg$BII>tiKUIB6o723b}q3+wM7!Mq+$pkXx>iOS336>IX-CIGf7XYSHDp4#9G>
z6d1S%4gOUD?eZN9u5gRS?l16iwnO+``4^|pd6m*5`}?=i_ERD>lrixGw<+*dQSiB#
zr(gA|Q3Rou!82%DRVPe$b`A?IYxC1-J5(hDc8>h%ai9VH8~6ceckD7scXs&<?86d;
zt9`Vi?PfYn@W78a1(`e4n{cKCD`g^ank^)BVku`>JKwORN)TIApfJ}99x60r6$}*H
z?6}Jsv{iw<PURP63Oi;S+vB~`YmP??b*FxYihf=b4G2WfP2?~<j+-;a1dd98eMoW^
z9n;*?6o56Xwipbm7dqG818e}s9S?RL$zhZ!g@xfsXWd+(NwL*8ERSq<a+u*?)Gype
z=z;CCF}CMj(m!mZ=Or6CayaLw?edkD-`xU10|7gjB~dS)8f{v({}%!&Uu7l+SxT_4
z_m2=gJ3%@>V$iDa97{Yyc>pXr`#^(=k3=c}aFWqBnWwd0Fp@A3ZV5D8?Im+L|Nh*E
zDA;%VNZs2d_q?7jV1BDVR9V=cv^FRrx6L5D>6TC~fBaPqQ$-<$MjnpZEF*RvSsF>|
z=SpsvpL+gy=xh)F1>#sy11NfMRcdqGHhPdjIV(sWP|;S>`(ZjpCdWn2w2tt{kv}SC
zRt<61LX|E(kGb3}0Rn6`Mb}g%<rIl;^peEX3osU0#<1<AAZ+yA``F3%57Cs*vg%-R
z+~|C8vciUh`|rhkPQeB4M1^mIP)C+DOiRtp$i<lSTirSQUHN<N**7@4w2<@rxLUzw
zAT21I=jCCSPmYS-u~EI;Iab272mg4!V)^pq^0fb|cpE#t*tz`dS|7P=w|NaT1bceO
z_^7MxK3o)LlD$W-a$=qQGB;12llJyAl^3ipQx+$3oTY|O?iFZ*=*wUy6cDT2!Qiab
zSXg8HGX$pu>b-zg$BwW~D0yqX^=FO8+i&cA-x2nS4a3u)`8@yRD-SvW^G9Q0AHCcq
z_tUEFjSf0`Q!<S{PE2SXBq2Z{#<alhYC$qFhwDepL~f_IQ}H0)cm#UH{+U$?H|Bl*
z1{R9CXa3iSgO3eEJVcpk{!NAq3!3Wq1l6||y23489zqNy(;rCFy;Do76nN{OPDB&)
z5iyVxHrOq&_~hy>N=*1aLZJO#8q`DFd(;BHE}mT$3-tiWP@vVHMOj@2g#VHwOWs%|
zTA&|WUrCfz#Jv@x#6Lq0CPdQ6-hrDbf+T^rD7QQ6Vh6^vb4Sym1*7AtfpDWV*n*#g
zBE#^=xzy|3!8DHkEsEYmt!Ox)=^!*R<65l^W`&MP1f#nC+oU$1tea6O-xqg2aB#`^
zllEB;`ZL;OLLk^ulk}moN>+XYt+?bp8N+CbiO1N%Zdsjb_3xhyD>HkE>Bz4_L7Fib
zaLjkKjEyK$85B_hhw_?;T17!y1@f#TLa^s2%8m+XfV-o0zpzo+)O17lq>1pMp@STI
zpBE+%P#p!xg%OlLP%ap15$1JO>GBQ_P^%-&OOROfP|{rUNKQ{c$GxrUdZ$`QpIYU+
z9-zxA`im;v%K&+2(%;2b6-g$fm+xz2G`5z;C0Z~Snq!(eQ%m_G_o8LPz#<`5ZlKa&
zUV2Z>pp8I^65&H`TO9eCkR!?Jb75_d7rUc-SI4+~*r<|UlBfQiQc<#wDr1?V=+JdU
zG&0Q%-;?LGN=R!dEn&bMg5ij^e%1sM`q)}FtIlW5A>5{Jy-h;3b9RigRXDT=B8dYR
zuA5wP8CZJL3=y9HQH8j9zn8^0N!(;dNOI-9aR7(N9Vz}Pcx1k9#5^J+sHUzg8I#_>
zLNZGy)5AYtuTGjFwYA&4T7g3c+QAIfa9k+333AjIdQ2WbRlZ2M$hr_{RnJAF_=u7Z
zN~rvfRP9a1G;G3|!70};<tAxdPU0Q)H#sT1(d8OG#V=wk2L6h%du4n3;4uYROL$z8
zc4(5NikM{OyvpoqZi|#cbbb+Y5te4XQLqFOp#eclK4kGgtahSFGt32Ovztd-%{jx*
zUuOV}&W!<B8W;3&`l}IZ!XmG`J53Z9$F;w3zh@Q*zqueO|1K+CJV=z^N@q9k14S5t
z3OK6gz1)X!Nz{8Tgi5j{+LPix&yQ=WBMLo`i0s!yQ6db9v8szj3*uCd`y?#rXv73I
zcl5!i_soQa3WN=JRLQd*wOXys1t>6qdVf`dYCae51dIZ<l0^)K)j~@1JSLez6d}ns
zvAMGfl>!17Wup?0d!X>(%?8Kz2QUhDqTO(x&o0hXFilq~txPPHT$B-r4$Ex7>=t#9
ze<1Rv%Hb&iaw2iHZ!zGOS)k#jx;f>d^0Ub0dP%ed&upJyE$3C_cnlTq;;2c&>Tm{O
zl<LE^Pb5%xbC}RAw96tQ%Z9myRo?Ga#2a_9^?&}}=JD69yq@(rd-C~ukUctn7jVd9
z8=_JC<WF>y9FNfz3DtFM{}ov?mGiOeaQ(}VG-ir=_5Oki&JNBI>eXyWR1I*URl$+^
zal69N;-)@%mMqPvP#P*#id)!u48eO4f+Abak@Z_EAM~c0qNEyGt|4bKC4&x0@K6SW
zJTEqyTH@JosA%NCc0^oEf@R$E;YCf`Sl&$fet%9u+vs#J7XBk{yeIjmigAT{vQJpz
z+G7?@7AhslRr&p*9VDV|TI^T52s~Wum@T0x923KRH<TfFVpozy|Ff}R9xuwS-ntae
z@aAf1Dn)nmWjXN+pdO$6`FV7){XH};FyUgTftN^#xb2GixPJgzWH{VK^{1EhM|Wn&
zF4cb4qn|HS$mkdb8RBN6Fr>4K>=}ca*=I{9nR5ibhRRBx+BrZqu;K#2DJpi-7KAuy
zmhg|2c5w+*i+FaFPz{q(1@cBV>GkAHy<=m>fxi^W^&M7mM2(~AGJiy1#By!VZ?k?}
zWB4ji%GR21Ogog5F3-1v14;^eViot*<qTD8-`?81H?%#+g|UW`EP>qa=njPl?+X~}
znU)TL_=ho3&25VBm*sx|hrXN$Fj)S(-;3hEKmB5L2u-nqQPJr~rh|p>wnR780=0-*
zt;QaU0z47M#SbHx9Wz<-VRcF-U}dB(0|z~Jg-+tJ!eeHMWMtM-P(bR8*~iI;^LbA)
z360gANaA8ut$avWrLshkmI)eSXta#xmd)UTotdoLQXTZ};@T-7Oso@ECYg_S7kNOC
zmeS=0mEdy3`XGa=G>NK}NZKl%KOCdg3K##EpFhy4%NLVpi!lF6)xRj*LRr{!`lXiT
zy|Y5b$Kav_^2D`fP@k+=8k#i)zsMC}clk`;2BMh8t^cn#yv>chSYPW;D@k7ZkoQM8
z42dWS#FafUjUdBKjLI;@qtV~lv^#uZ@1sXP!&>z$H&i_1W&{k&cv#5zLmu5Dwju{+
zy-GZ(#}gw8Yssq*$c3zp&^>*ilGKE_yqUCmrh;GZJR_g^n2F*adCM%4D6RYLI;2F{
zo><_%Du`p=^aadc8fq1HAVaajwjRhToJ@80rC%S?(1N6o-<xlL0D8$c@|vUoY(y*&
zj$SzNsLTKBQz&Mk-e%C<t1TI56gZX>D>MC_X!`3NjOFBy1I#_3f$QtN?+_Y0uN`pp
zgMl3!Sz244sF<dN44uv@BHS!_=rL6J7;k1&DHFrc<YjJWsQnY#Z{jX&2QS+QIZTvA
zAWW>unbmb)%gA}Ri;Taq_{?`GGxKRCf-(t82X<#)4e{6w<cKq-Bpm0OQ+`@yjVyH%
zQtFUISoPv9H7c$l92K6yi#xLDdTGe1k_qubEE{atB(|Pwg2oqTmB?Uty^3kV0+eia
zOS~s){?C>d6O5<Cz1ZkZ!u%~t`+T&_%@iBEy%s?2HY%v!FP`e_i}(1)WCaCh(>@jX
zU2wmg(6@mGCZ#*_^>c;KgK5CI76Q1vg$k8ag*@=v<<&kbe^ChK(Lj=OEuZD%A1rme
zR+6p^t<>^pLE0;P70+tU?5B5ASVlU9W1)P<3rVn|%w<uDDlL$PS&Csqr}G5s-c_=G
zqAJp+9r5U$n@58$qm<TwGuMmiw~GuJ&xAf^O3-w|4?p~9g*1BTnRs_~px+53uTr#0
z-6rg8@G#t)2g8@)y_P8cKk0FeDIV!Q2eze~x5@t{eEhaUr3Rxyr9KJRX#|KE?h<Aq
zZB&nC0L$#e)fg3T@jbeqzDHIf=q|oAG3J!n^=Zt8I%J=*LhZSprBdVD2Zv``N>DiI
zjZMD?lNk|8M}&X>XhZf%j}5;w1i^#?blj=pl{PSXbui|dlWX!vMSpk{hnb1(+R^yJ
zq<q$FS%zQn%{^fbpc`!wyq)voVcRUjGoj{Wc5y>Z^CM4oxNSfv;`4)Vp(fO~U~?2T
zQ!ePb`of=4^5pw&bCMhJt}WTk&_(rg!K2dYu&=o5>y>C6mOpom#9r<`H}2}B{<H3O
zQ3x%{Jp4R|hgi`7nu9u-^|ywwWp~tx*2edY#}|YY<2)me+$H=er0QttABTCF3l#e*
z%$mtrAIZ1fV`ncCQ+n&TCTwQ$IYmwizEmLZZ<WhaxUD(nAbwUpn7LeB1=nbM>Lc1u
z?iE~6#N1sXuR@32YPEpf1({V>o^hq=@vTXExn)Wv%9_O|P|LRcmN`sp`0$90=!S_I
zCF4s~)Xj@lR8*L8A*Rhm!TXvf|8kp*e0>>PQEW;Oc&48&$K~_Oi-a8*d$r;H-Hnft
zRwD`;txBmo0oc(|)&9>VpU>qQP-!H6h)%4=ZCBv&hZ)5unm+d9Ggv=tc^_!x4`?87
zR&E=Ut7u!OL=<GHds4ekLxb8RK=e^r8WUgawtZCmAjz5Jp{{K|5hI7^5n{q>IXj_#
zJ)EU2BZiYKRj(FUA5Gm~KYZLhw^Y(EaCidmsJRil)Zy}`H8b9ibKw5f!2sAbczH<p
zXD{$qjobg6cCQaf5vj26cq%%J{UrwX`gaVf!yV)dhYe6DEO4|nX;2%s@?aC6im@iO
zZC3B{cT7l{kc9;5zPYD-9F8^mnAy=fh>EW`_H#4^w6wt$@ZU05MoPF6!bmGbkKR?I
zp3#CH7N+`2+<J#EY7h7EXfmsaA<`^#D6Lnf11*q*8PfyZVr57^!c$&Jir}yvg8d?9
zV~34r<kADH(wYYA?6>F=UwZ(t6o0)gy>Zz|rT4*)_RqD@ycuW-yIeg1(;Po?A;DQ1
zywuZ<QbHGb=|~pkcnYl&a^Gsi^VWv=PkcXX!FKeoA}N#LVdzjRp@A@vPj>%)<ObU#
zF7ogd>o|}S&}gqF`3m9FX|Y0O4jqC~5pY^UkUN|}nT(xfR+@s=bflBeiXMc?**ltF
zGTzV~l5zBAAr4QM*=bF?WIl>fKyJN01ii1;r@c>1O#Cb)97itMa49orffdsRVzv{3
zj@GnSx3O3S7|;LJg7$w-ng2Pu9R{L86<A3h_jX7U$N6!QRf~>%As2Gbw1D{2%sixJ
zuJKTLp<&DuU8pTZ^90$&_#)sV!y<k@8mp@Or<KTPf-j3Wa$X%I$v2D_Q?OSUvI=mN
zB{lL;sdRDVPW{@SE#jJ*@68a9-mU{Ny0W$~qfo3@2@&o}=E;je_ZgVD&9SZ4BOoC*
zi{Gp?Q@TGvd`O0;K_@XBz{|%ny4<F|HohA&`}3fAv6>s1kw;n(R?J(zr3O5HdbJG+
zCs9>vUFr=OH_`ey1n$$`WwlnNxT7G6fHx^_z_n&3jid`d%h#H%f4>hLGHk`Z$Q$$a
zzGC9?GKUM(d8}(REzeN5iYts1JIMNNm_WRZp7<~)Wp;%6c=LdDNoL8FnEiOlaNX;^
zOg6_q#@!7FB|e$f^y+=cj>173jZGz;AKm0QmKa8AG1uI@9J6Rjf7KMFhXdRNWiq@x
zfp_%Rb)QuACqA*^us_bu?*RQeH35}9NmsrN<fy5<^_O^XhG=}2)7p=TusHTO0Y!^q
zzM0Z*djW*$RLMs{pA#)?_2-+|wn09Wy&Re8R%AD#GDZ7#qztp<z3|J+RrSE#6v5AX
zvauJ0#;vrF^{nmXMG9tgVu_-;8mZF#&+@@7eq1`D$KbS8#=-+!>iu?MkD6hVI~>%>
zUU<*y<)9QO2WmQ&bD}()6+K~g|5Msvxmb<G<Nhz=lp+Z_2p*X&YCS)Df6*d;;fr2~
zJpS@^baR3S2n;x1<dPxgDGn_?|63ZZxt2yZH2;<*EsJXfoB-D_CV(0Jm)=?D?!5W(
zJEE2PJif!*@+g?=ET=R#xxmPBU=y&D)%9AadFeGrKlN);b$9ouO%?FfUD?3C5>bD|
zpy;SqyEtB&=1L3xZkk(hWt!_<cUCqv#Np}+xVlP8p_`uRiAI3BIfslU<4MoDyU$lE
zH+#e|_<oI1hY}7<*{<)emDTL+xOdm(&jTv!&keyn!J%I$mL*ObDgd!~6no)2hvdI>
zpuGXov-J7h88?`S7p(pafZN{P-LIUls?*&2nROtj#%r?o!2}NYPH;<)A#!tPLZ*JT
zJ5J;!c&-1^`h_ueemc1VRQj5Oo_O@ChMaD#J#hilXX-?jRlvA$#6h?f_G<ZqKrqxJ
zJjeh0ax68yn#H+hu!Rz6(Xs!#T85}$Vhb!@4rjNG;Zy1Nr>)Y}9$G;EnOgu&q&Y+a
zu_p~<99B4NC|VBy0dV|_pV59aU<|F$q(`Y(ssTdwue`;dJm(JL46{5Q$=Igjm=hkg
zez>;Sgg+39ru`{|Z{KK6!61j1aP^DT_8of0$hZ(NFLxz-%Rho@6D?yaV0cSUcb8FH
zqrzeU#EG3YI)CKNJW^q=d$5_1o8X!Fu@|u6-Kn;xKAUU3gUR<yl^6Q~K`(uyC(e`{
zFokYHzI-%ZT{FaO!W6Vq^8UwZHzCI=T+8#L#}4b!k^IISE+Ez%lgcuw)tJ~rq1v|F
zOFc3`oqVyA*WavVdNOnK;pL$4iUUfg{fczOFLSObR2$=nEbA)&<sY>Z@kHNd-XDmc
z7nyc{ZSsFLacupMt?jN&#+7C~d&ep`pL>z-e6i9|xzrjO=OIlW@3Ay%&cWdbI1Ixr
z%k{s7%nKSDQw96Bo}>UOJhN8u&Wh=zPFZbMrJMIsmk2<W068$W)Y61N<j>XYdVd9(
zcK!!sYGP5Cxd3X)bO10>|BR^_eo4t%r8n6*<C2heRjXLfjk921K=E9v+uuGd6A-W-
z9R|QaMTL}ZvCqKr^6OTEZmGn+N;$Q?Mu7W5mbu!;fRPi&druI}I9dYVURg1<h6T>w
zuW(>qU}wbLmrtMtAu3|1idjM$$K&S>-fe54e`b#}Qp=&(txB7T0U=p)9<_@zO6##|
zR>g79(vmXk+7U%aQsE9d_u9x&MylvOk^G^le^l?#i9P6_iAlc@*-t3(39N0H>4prT
z#_Gn_7^SxWnvT4FdCPLuesnl(L9gXUHhNW4ZRN@o+~Yl&42U8ESVb~y&$BgZPS4bB
zvif9UH{Dm~kp+hD@#n<=8Vj(l9WV^-b_YZV!2k8f(0h|d_^(#T$xeV?nb&*I{x4EB
zrr66`IU;R+)N^{N&ZWU|f;AN-$$qdQ?WOXyFv<7oS190Hod$Fu%+9_I2>7b1W4n0f
zeSQ&(0kDEo?pt*w6B<ATT==1+=5VC3R3egZ7|Xe0t(g9P2!)DuUyRIz&7}Fp3!U)v
zhKg<STsS`#vnkaI#0ONQZ3tOzU7~N;Br@;DCYu`36ZP>D5}i~34rYzBY5$S}1<o2O
zjZI7Vy)e`xvH@a@^OiTM0zWAPi{P+)ucV#I87xw<NN;u*Ut_4QB#QT(`UhQ-=<1pV
za-nUl{^f&7b60xq>36mfL8|>I?SsEgAB6&*zk)`uw%oVkl$9FlcKu<Fvw5vCN~&9R
zt6~QiiuYtq<@wR%=SoLL>th>+=)-HibS32%*P^Eb0GAe8uK`Fd-#V<;O6juJTO8ek
z_ipQ~PZ`jREQhQ;cQWq~yexFJ-$$yRl5wL?dM-s-;ZvrV^%HP8!3LzyLjWg6emf(<
zq5Z|$<2N3UE}75ALzX9k-q$K>+=Ys|(ZQ)+mb<z`|4U7|<OG<CTeWK_3k$S@PhUWQ
z=|YhL7{Kl@{$Xm%Dai4J*M<gL*?J5&u(8jkUJXEP@dT^whc<5szyDcrkf^@E->&AX
z#!zcLmbfu?P|SB&>sg80Q|mdK>p~<Tpg$O9!7vDsP^w7xV3`cAsjEwdX&|01AbE82
zl}RhYr(+{C>?UA2TrIv4;EoweD{LCFT&$6FwVRQFuqI=X-7gw>N8q0yFiwhtJ~Ykd
znlQHcbVykd`)jcoHM0;MMF>vG;06$X<I)>sncs2r)fo-r+EnxJ7$>3xMBL1@w9Q;W
z9d467z3ntH$UjQ%evg?C4EX=;K#*|p+IQgJy?YR3BM4flsn69vsWJNp2TASszWj0?
zJCKqDufeJgi1|*cHT{=Y(!EB7^2=@e9+1<~&tX2ox;(9e@8touuAiK@Y#_y6p33&`
zpo`vsg1Xh8DQ;cZ=^Y`u2$1LSk%NK3L4d@b{pIEC+LwMeUSYC`p~9$Kucr<F!Thy@
z?ze@@{ray%gV{s<YfoB8?k_J}T5RY?mK2GInKaN=AxJ_8XjH-w^rXQLOyY6ev#vW2
z=@1x>{6kKq|J|9^?20EwWlCHtJ<^@i`?qZRvQF@K+0>!OXf2paFw1hs&q@d)dv5=g
zv8+piavU%YKW|FX#qxi=Ii~B;lgaPyGzo~3(6SD5csp0?pSr4eMEq3(if&|#bH#b(
zOROFsWGl&WpC9nL6>!OS+Ny;EM17p+hVEwd8aH|6&JH{L*!VMaQzd?U3Lz2N1j78a
zKQOj+n7-ut=xnLq(lp8R1Pe7X^5OX5?k+m|4nBjHEs!%+bJ*JpP^yFd{ft0xM^{y1
z)p~&7=7cJ{%d5OC&n2++E~on^ffsyT!5SP;T^<fzm-L-C$1(x@M>>`??%uk>>Cw%!
zjcnLeiBX8{=QY~|_7rdM+Rcdbl?sA71ePtHWXP&B^tlz1MYnd|+W(5(o?ny{wzSsg
z_DN@?s(0CGP9;O;>}N~It^HYcGyHbgZhbXn<Jq@>JGF_e?R4$6c6NPIn*&49XUC=9
z{r&v~7LAQ}RJ-A<XC2$R57jIpsNv>pMH0An+RnYICMU$hYkB8cnZ_DGE7zKhOGcJt
zYynmRhvBSpk;y~+RnpyqbV6gy)sxsqXC5ye!_b2>u(YUlB3(D1V>shm!*<(q!MaDq
zOWYjUZ-vK^^%;>;YC;;BwP3G1ytApfMgH<@h_Ek;9t_%Zj5m%_#n%Pm7m-C7VL|1u
z;S*{a-q2$L(bXl95H0Du0yw)_>`AA}Mh*L{&V{YLr&9F$Nw49p12}>RJMtU{=t?Sy
zZSDw%33?!|wvgSoEyR}}3q7%JZOg2w@A-b!&${jk=8jgL$XR;=X7Ah07*#*sD!To&
zI;L9ZFt_Ufj$Db}GZR<ew08MTOmm?`PBV8D-2$4)dWrC`G5&wxpZl})<nvo6&y-h7
zi0mtt%DBnL%c2elmI^dd#=fL6mks{V&S8i891+B!YMwomd<7Ev$p9IjyIax=SaVS?
zQQz=fGZ(}qBlQcy83hVe`UOp?qQViy3a$3wq&xe&y|j7i*mE(6C)gmghh(+%0_Z!N
z*i}uZltj}7RfkSFv0PKb5~b>#u7$bJ=sCSIBMM~^>z5Z_z=Ck+(&1wJW|&{*--TX(
zBMOX{ejm(TjtXbV1{60ws9`hU6TI9dG0uECwP@)BFX3`DhvuS+Hpq?i!bDNincT(o
zv(g~h6g$E2>Q19g>TZs-hxj+Cpk4aWinI&5s$TPOt9`0q<TDabPpZV>oGjtD+YbrU
zvLaKygYoYK^S3Aqmue?`S29mwpO>0zF5_0t3l-=G!C3-hSnin#F%?)slKmL8D`nr0
z`b(2VqOPlgW#i)g1&pbi>>24@7;7V;8VMx?z%kKm=(5~*^Zww!l(<LC*u!G$ybrFV
zN_a835N!dgYbU~RRUiEYoF)te3gU|oTuUhpM|>;AP>{yqq_K<WO=>Jqawkk?G)j@n
zMCCxEMREr|M6gE4nn%ZCJ#kNTlV|{(a3?3gd;?0`$ujQdEb|@WINGuk0mVL1>Po?n
zMUn;X55QK&d%wd<Crt*sRf2M@6jb0%Urrq?{X8utGzGV*7UwkEAB#Wc8y5Gl;vm9k
zAWV)SQGA>fZzHMVciEc)WPx59;l@r2hz;9bJ2PEWZeLH|%=^bDZkqtxWKyv!y9K8!
zMS)+LILGGLPA!g`aU|I%+)z5gQx1TjYU1d7eMZx!aLr*R9JQZ1o+&Nf0s9N_+g2J=
z3vsVdBoiK}&c9beqxFr*dN@Sj5KbU3!Zr?uq`bYq!d--Y`?05D=PkqL?`E=e-Km&g
zP1{WMy@i=o!b!QmNHHW5B^cU~M%n3VKhSslktjES)>?Da4ve$7_w@3A)bcJay}#Gk
zzc%^;SAC$!4ma5C$mYmOc;;$AKmNWWbIf>|4c?6wU>3ilu^HDi3gwn$W6z-uYK!e}
zH1k>v`(A;%fW8|Mar6dYeII9ykU+~5wlR|_*zOilehbMDEV8CeVqKt;nXvDIfsvN{
z=0R=UEPRT&hOV<NBmm;q=f7=8&y4vkrqEi6GH!vLmb6#K)g+3zBJH#cC$!@D2n*M?
z4onsuW)m4bQ$@~#0HUOZ{ga;9>2LU5qQB?>8+zl-**;K9`fL8?WwBk05Aag_)A#ZM
zI0O*cNCWov$o3dwR!&(htn7$mLY-t2W@h~^Yu7s|Z)yD5M#8_I2EnxUzf>|!#rUM(
zr`WXh&!&&c=wR;5AliE)gPI-*@tIbH_lm3^r!gDn&Y=zz;fQUhP~_Sp$Gi3%^{P{P
zzm&`S@0lCk6j6U+@=+y^H5fM$XcvMuC}-_@DemH!zED|BMe+LCCsDbE0vsJ(?y3q_
zIOiT`I(RIwn2OqL9O&P36%Qs&3Zju`ziiA#WrCspiw3%2g0H8Mw1^KaI#<V}lGk9I
zdcvuJ4q1H^iP2{$xc70cro;yY>P_1*&NL6Q6raxy2L1KR2v&vXVLNPWye+-09R&~`
z(Gr;kwq-3N5;0EfNtZ}DDFhfKW<XFPE6AUJhiHs4m~1xbLGXK0<^m;TtYLe1rcx5E
zBcf1v)p8imSgG#=R{wG_iyuJt(B41b+%utam0_f(Ep*DdqfkgGIZTya5YsO56nmOO
zC{<U3a3^jMlY->B_J4)9%o+e{-tQvFt9w5P^_wrlMqkU}k`*ebP8fZ;(`>eh6b|ZB
z#tY(9eW?Is$^p7o?ov>dmKb5WN6Fg{uLCG6?{W0xHj%f_$AAi?RivXuAHvNlgc>Zc
zppn9KXT69<c#f07AS@iqH*LnqM8ySu|43Z?dEbX5a~~g&bx{+ooX+s-Hnx{uNV(2%
zrX#pep%zbeV~~a(sQUB|`)2Ye2$mY9bVt_dwC$9_>5mR!$N*NTtthG}B(@10Ms<4s
zU4o@O?!^!UR`n~;)y4m(<+ll&KUNH!AddP6fC2@4TQZ0p8~DnRNTs@?S~_4cCq_G4
z*zh2WDde8{4(;w{)=5fhQ(Q=p3PDx}PL}Nr<1G11Y$~QMBS!=@qsdbV&v%qiJ=5Wa
zvebOID5t`r1&g*ITzBy6VGiT_HUWX$jHg~-c~+a7W!*Fl2eo7m(+Cq(MxHN#PM5`t
zZjL?T-dndS+1Gx00{P6Uk+`^s16<qwdW&{>KTp1E0IcSyOjzynf7?S+(zxANAxN`L
z>3zmSz=KCCi;H-Spn^neLnpNdUUc>$Iyg{qjqqnthjM<PvGHg2Fn7i}58->lOIQ*=
zG(9e1@nUGu*d*guqxM3unyXbwXe(x!?MMZ#HM666L&{cPYH&*@<cq8{MvK0*qmXW(
zfd4>Cc~2~12+p9`jX2Qs{S0(ztKq*IgF<MU<A_8Q?p}YcSHdCslcXy;;2&u2w`sx|
zgbKxxQ(eYG_5dOUYyx|h8-$x98<~%0D@(b!;OeY+zONUkRf6wr4uoIrN#Q=R60HME
z-4~94#E>Ys;s>RC?+||;4A-CQp8vVat3jb-ETolL%f2GsD3a9|MrWa{s<ubqh=`VO
zH%Fh)6AB87%N-#^2QcGf)(^PQ{-Cd!r7wAJ7KxgH>7?>-DJq6N{}?F$i-^83H@u!G
zF9J~Gp0i?*ij%sDs7@GXV&}*{48-AB$PBd=QEG35b%qwD!aYP0hcZ^8KoepBSgK#|
z=binz8}a1khi%7gRhHx=b8;pA4nHD=+6L#=il$3{1hiyRl=v=W(z}K6C`>}2z8mJ!
z4(v&>&a&TTvMCJ)io#P`a?_X-I+jHh>vk0D`1n>f$HH2JaiXrbje80g^4@dgnNgBi
z^PlrKs7P82<c^z6HrS8KHB9nX9FB_Q-Ql((k_9{;$;RN%1_U-qO-NRV(j!&;&m5^A
zXl0dU8E8@RiH)mlgNt8e+*fjiQH!9=eqht2Rek2jZ5J1}5d<1avr64eAl;BAl+1{1
z^&u3p&_5JC9aog_q&z)5{80PK=-lX?Y&=z0Hd9RATPh~2_@m;ZVaK@i*hes>;UFg0
z_#jOQm)Z6=FF9|OHG8b|@H|+TJ`(p$cq419GQNHBSwDYuVV?OXLwm9IUd`2OXK28k
z;3+$9awG*|n2gl80VA1mYKnhOTPwt1GFG!il2EHrk#T0B0L`{w!it8NKi4xnnOhJc
z?Y4>*rm2$R4qY4=<f$=dA<R1Zn(;&WokOIL`eQ#<d*-mC({|$a^*M^2sa3lpIOi;F
z(u*V3vW9J-P0n~xM^o#*xz^hpF1vQTWcW|JqM|E9;n&l%er*=T!Dh^L;lSj5oqZ|L
zy+tRl|J%Lxve^Cg4z~US)Luvn;Mdqv-G(zNx;t{RZyRS^rq~zr-oS(2HX_Olg1ST;
zk1|NknrCJ}8y!@791cVDwiZSvkCMyg$s{+!i^HCFesms^ZJJi`CcO>038y;T-YzIw
z$88ot81;w2eJcezKo#DZn0HE$k}(J1JwrU=fP(P)7M&7wQadxn$we0KKsW0Hb#cQg
z+N7AL(2J!Ku<iJl!SjVl_4V!sa7Y+QL?&hpK2KWd3WIkPG_uVVT<F?QFqmSR`kQ!*
z!rx&?QVY?isy_|Q3V+S_{+AmJ*a=DpKGn|0>nl78ELUs7-XTcNn`v$y6eo%V5o+?L
z-bC)>MC}2u!Guv7h()-2%h1iN^M+Lo3K8p(G~p8~^LdLX-P@(d`@OU;Q_Vm3PvaA;
z6+h_|%N{6Rg0bXlu&?Z1II#LWzVdAVsz~}(*ZbAw<ajHE)r)=CDTi6{dR~k&kw<26
zn%K@aZ;S6Mea0p1xrO0@VmT{WrhupV^z=JmS8t<-N6vX*Z$Kv}M#C59B4Ytzq(v(k
zZfO(+Q29Qxf!HME`AI~AWKlAq?S`HSI3+Vs2>L{Wo17>!iM?>b!S0C8^H?&vLzE2e
zGJ8-NQ&~G?Jmt94zqCx*LSZoc3TqIRgq+lE3M}I!_s6O!rAJ;Law#bO-Dnl_6wrd6
zT&+$}%I9oPOqk$U6&4iollAhaw=g*)3(!yq%j+ZfBO^!`oa=Tes(o4^6bc*`+u=$g
z$zDOi))7M)R8RufTtiYfnbh#_G~mtvC=HSUEvoSOoJucNSgDRt{G?Og^P-7<Z<P20
z)sX-yCq@i*g<w(eKE<M|MFiL(J#jon%fpqN931xMUtts%_8`}NV3(0z8Ld4z^3mxr
z;`E+!Lwwp~(Y7uYouiN#z}$Cm8-#JMHUyq`jFb>A@p$iCPux!&22sr&WOEGKld@+(
z%F+hgf=jI}NX)$#+Q&ME8xS6?L8NM*H@>r_c$gCfmaLy1TX~`x>zYPeH<mN^z6%}_
zr;d5KhMCM*DQ+}pAkL3b@K>3rX7Ew$MdKPk2tEbUzW_h!|1zt+Ue8y6Biq_tV+&~T
zs%+E?w|mK4xcHXu4YUE<T7L;@_S{EwfS+=hZUerPnU%M8@{8Vinwb>|j0YCjRXSFR
z$H)SpyuA0(q^`K%7}+Fq8mo$=yD<Qk&~}DnA9kfNar7g6px@G=;MU%A!czJ?(ukgf
z!=L#s)V-}i-js2=8rE-3=Ve?@tKO~@i}=lGkvzw+@&@c%?PuojiAO=IoY%|UmBYma
zc+T=~;R)vttJ68Kd(8HN>SWdSqF8)%N36j4@mg(<))^3A-Nm=GxH#F_9$0;JY+dNl
zKB(O-Q0DS~5O`%QoL3;w&Bxe-f5$qiaz!%$iUr_(8pzCCb5^?LyfsNnp_vI7oeqEi
znC;l}ppMv*93OBa(*`P*Id|xvB(QI#>1qM7V-=-j{~<vAXKLe>09AUCyQY|~Liww1
z&RJG)KhKx(rSWfWr^!k3{6KJ-^VIH5>|hf1c_7%5#ST&j1RV`nmNMwp&Hy0b=j`#F
zZ=W~McllL;=51(cFqXOrUWNod4XzSesB91NyM~77fC^<29&r{sm^NG`#bQ!Bu453d
zGy|U~OLUO3KPwBXi_C_&%{Zl3O?i>3%Maab4TFw0C#YQXo*8HOvSjZwgPb9J6H3;X
zqKI_v=j?RCUV2ByvjG%MkRjJDvbpE06F82ky}L@Q;!!;6Qr|3>InA*3f9Lz=njS#$
zWq2JsKD~Iay)!Yz2-NXUNV7@U-B7U$w2QKt>*g7YzO64^gg<&(nct@u`#t?}<)Cg<
zO~7XT13>A?2plaZop!%V@+>_obLQJW8Doy>Ouh(9pN>)f%t?i_`Q^q!aFJd(**kYt
zrTda9EiHcGxHBKfYEG5Be#}$=foDLBoFxxBXD<+(t9!cc0pNOv5x|eOp<RiR<u+r#
zIFPjhoB#m_1iG~(|6HDogK=6<jvUwI0-280uGH8V1mk0}XF#kRPS22xU}*)~xA*(}
zi_32y;H}Qkg{q622Jm_S12SoTq|nJAyp0jkU&DLACH@XDM${UjXJUG`p3l_O2ILEG
z@czW<!4}&yPacI~pIyW&b!ui^6<nW|-?sj@<h14v#5Mm9_4f1sqTW`+e?>Yn*(7(%
zBm}^gzmw_DEjW{d@7?y1z)_D@AjjRUOk|-`EHmIX*w9b|>@nL^5Xl;~hHBxCNE5O9
z11blNvN#j4flt+u4=nDL_(wLG?Q9ml`$%N#gGqp{NMIJpoF;P$Hs>eQEL3@kgwAui
zDg3JK@T>LHMS3|6{-7;w#I{$QQa>tKn5U7lf64(}0i>`oLG>E*r7q8{>fKgAsle_r
zj`6bo{^gs-)b1$Y^aNy;`;81uPF;JW{z=;Tw(c}M!hInj@dDj*aX|#GVsq85%Jd=x
zHKw}i_~6%p!(6*Wb7=MSm?B%R{hY9m@cX^m=~G%DYn`zrR7J%`9S~ldpCldZ&~N3a
zRm|jJb}})vSdL1b12hOz0~@f#_Rh4(pIzAb*>@*KYJJrFAFI>B1FhfU5)*%qOVo93
zj055l#s0^t)aJ}D{9-Ex%oOHfuYOA|bOe$MDFCb0!)*@lT0o}|5jic`igY<GSQ9)o
zI|HKKj2?4c8GO0}8q9IC;>!fD<8pmQG$W6<7uAR7mIT_Yhm(TZm)P3GAa#<)_qNFt
zc~c+~wR55a&_sJE#D3aqzXS|Li|vFZE*8?~uePg8f9*<a>1fyOcSZo=fu>VklQ$&T
z>>z^VS=r;g#rX?il{|6M;qy82!Y1M&O%#$c8BH!aVB7wa;%K?x0QcMS1JG)w$uD&4
zxSEVA&biNB^6_{)=tGcZ0=pkIRLG_TTH@src6geMky@avZ7FvD@zeP=@bP1FnUA!_
zxvl<fS}!yWp2Xfu)z;#)YPF-}*b`nA3-aD9dW9*|m)^tI9a|AI{N0#P$De72^K+P8
zmd?Z%o=6%c1<j%7kRw<5s<^Fa!)6T6>10(P$<V)XwkHE*S`h{)JeET@+EaGyHgJ8C
zNM`_*2OCg%-e>r$6(<Y0M(-Q)zRHh=0RsPm=GE<=&FrhO#haulou;GVVgK6qE9@_`
zGBc~zLRCWu_|-I%6_*Uiclh#3OUVcaq`5_%wzyq>x|U(}^vRxO$5niQna!moK$KKe
zq#?e(7xYw#BSw|e*49YTNb}Lb7B2*#?9Avcd6B<#_ckYjVS{;j7P&%K$%Q*B`(T>i
zZ9pyPRjepeX1<+(bbm51Qvg8|=h?oX&qG#e%pTKM%<J!(3j_T>W}G=AZK|?FVvx|&
zjs15hM?6a5s*AOCZk;A$rRh+T2!=RdBtQVuWpp@^n)1LVkb(+IF>EFwn`*qcMSXd+
z^wHD9%gbS-G7Ip%WWb-}@e^CBE^ujG1-6!UCjJ@@&5FYmMfaZ!W0y(_U$j<~Roj)4
zlJ39!c9$BHaIYe;GtQKF>DkY;&H=889W~)wx|qNMS$^cb<dUdr+wnAql=gBvtfgVz
zvO9B}dYS^fNWrz$sz=P~o<H<9COtU-t77(((UYyerIrU<W2qdP{|@GR>AsCb5^-&0
zXJ%@aT1_N4^E;2=IsYT3m|oFoXUnTauw~#}P&fPDnMteIZfo*gftta|Pkx|n<6kVA
zW-(x?`9AawlEK%&)fqQeeGpF~gRuKum22=@9F_cL`E1py`M6!ZobjCb@2fg3kAl%D
z+>cBW0Ba0U#$0UV<6oWiIgo`L(y@?aLN#i@A<jDDHh^0P3nML*Oh%v+&%i`p@grFL
zr4$-@uREazOJD^iDgJckudui2=gVb$Wb@Hgc{ZvMQq|T<sn)d75<6Gcn1X~kxkR)~
zOyzEa9V@0GTu$yMTj%@pis*nxdeTRgl3T!be-*Rm@Bex^n*cW#&XJn`L9pl-0FX`o
z36PbABt1)6VIkx~8=wKMY7hT`$Nmp}<0nIVzlz_3jopTiYfH61ze+JPPL!K3<!Ym}
zwFQLo*nLrFr#2fpf-P6ugA$&Z&)4a?y#yRg$I3QFyr<>N&E<h`Xuw2!6?j#e-?yHU
zLm(}1zyLD|_yWS@X`N<G#d=*}oKJ7fO(8G0NGyxXlO8I^hz3QmOCi(?^F`V!P#Z}l
zZ%k>?8Ke5u2PADxu&E>q=(I`Rb;z|jF8n^jWTmo>HDyx+S5XD^bcQKDvS-`1uj?`M
z0&Urwd}U^&@Hy>D4;utb#u%0nm<F7i-`gk$qPG+4%)(?0bfi4Pkn}7f@7wb!WFxj=
zahQKw!dybza__EA_+PIZ#IH`+;aNTXN&TGPj=@Vy(sDY0)}Pp79EH`L)BKR%w6-d$
zCaIg$>Jb_k>ZTb-p_(%%mT2n1kl;*y>>!PaoemU`yWedzfe6TAapd?^+9l>(UH9Lb
z*T9s}w+3aiemtZ%3Y<2wvxx&Y#952neLyR41nflr9V*|Wk!|cH-(OH(Cok0TH8K4G
zNEX<<r5APN6B7ewg&1&E?aeAc=0OccjgUyUQ53;NQ-+Oq>aQb0aFuy(D;~|FWEg6s
z?Kh`)BFG3N3_cJ6U8Q71x0ep*Z+c(@e-)ME5-0T`ycFF3^%^2_8me#Rz9>Y7C_x9}
zf9$B;p*B!(LEAvaH1ih3+Q(D(I$Ag&a#Tbv%ANS@3!+l^OxtSiX*Dj+#(#D1q3gsz
zxQJ$@J$QIfuWsA_`B$!=fJByPoEF_91)9Ket-jed3E@S+P-@*JYYghrlg7*+Iu@Z(
zDo+8&wd|DsczcX(F9mnVQEN1!$n1U8Yr;E8UO#Ln?n1innL7j4v`7-qi!Q^z;!ytU
zA)7G{&fm<7G4OTJYjx-ENnhLEa6`CcwNg1uq*V6$7jxRzbc}T&lO+nW^~{`3zb8Uy
zz9PO!8d8q*m?F2&aMgrMLL69&qXMWGHfHI8%o{+w`D6H8kMZkIHVI7vs6bKhC?Ng!
z^z3~a*fFX=shrB`O-iM+u5mwL79}+OW=UxyW;}0ezE}*8=H)2qVVdi;wp4TlOZS&Y
zaaP#awi5h(rM?=VfBuE5X9x9ZX%9)GA!_w<rOxT@&g@HDwcyxbb+m-8gv0$7*)ez=
zCbdy#Mrk)xH{<VmIdKlqb4#JH^xLUi*9otyvVVMJtsXd|CM}XoQ}-Qak%?@o%a%cL
z=16WWJ&A86Oc*@H0o3!iA?UbR!X>5TD96nY?p$B({`e(-emdb<@}L+CvDHs1mfsN5
z?2aUv6%wntR--y>J^r>t-|gSxqrzw+!{YN81T|ToB#pPI^GYXi0~L<TdiLG_$8Rpy
zNv+r(Z-<?j5xS`=CV(F%iVkFCe+UTy6TJmvnY^XF5oI)2-xWM$+rlXOcR=HRj>%NK
z_Qx?g3wF5-<~1H^`=fC|_rEo(u+4oMbhAtK{L<!uWyZ`C18(WPGpIuN#Yr;S2>}fW
mJ)-A-IyDW9yXRv+e%(-1rfr<p@F=|)h!P?)kX#|XxBnj)m8%T^
literal 0
HcmV?d00001
diff --git a/log/zPythonScripteTest/err_n_plots/IterPlot__noICVP_Vp__fwi_FWISO_iterate_m_allshots_5_1.png b/log/zPythonScripteTest/err_n_plots/IterPlot__noICVP_Vp__fwi_FWISO_iterate_m_allshots_5_1.png
new file mode 100644
index 0000000000000000000000000000000000000000..4fb4e3fa4e3bf58b6b0da7d5cdb63a04173d7582
GIT binary patch
literal 38508
zcmb5VWmH_<mM$ED1P#Fn1S{O#Ex0>{OK^902~G$O!QBdXcXxLS?(Y5-ygA){`u5l3
z-X9q|qXumDsx{Y~kL@5CDPedROqe%s-oT5B2*|y8^G+H3uNCSY_>)$;#Oyb3Vi`mQ
zcom$I4wD@l)q!<SD@}%5lNVwz_*vgzhzKh`%ObrCj2^uJwF**_lIN)x2VR3vN+3Pc
zlz6FwQ4oEg#A1-Xi6KEjKoLRriN4E9_D#C5=^s3Jyk8IRP&ux!nNDG2h)Nzjf7}Qg
zWH&8pa?m&*cDXutp&4rAWyFtWJ+-ln>`{a%UviQQ&*T+xmdo1yCXwQs?OcBp8-Z?|
z#OAoa&HafF3SaLSpA1kpl3MoYFNe~;*h1}ugrZA$G=%1*)0xw-sX*ULjhm6Q&q>WU
zMcA*XkgT&9DSP*`uh$Ws?U<W@4}1rGc#{9&B1x}W)uf0mkB2{KF{Y2QYjrplvT-<P
z>Y&Ghv;fNy=G~<T7a35hU-EXO{b<fz$k+EXUq7bQ|NkXn;|Q6oi?0e*^c`k`Jzrt?
zJ>7+RLl`ROWf3F`W(dF76+p~Z5S3s1=zt+?fdnB)m(F5*{3j=jRFkQM!wUTW@~nRs
z5ISXQhk%5;RqQT@H2Ov%6F=5Y6$J#DI!a<9K!s&bbl+7}JNILlX-<u-TTmI(&ya5N
zH(lAvVxqwA5r2PR_-8&5m5!kQ;et#@R}!T|xh=GV>_=7aGw=!C^;=(1Ni>brIYZWG
z*gr?f_P}p>CHSsyAQ3G#BA%-;>fEj|X3Ca2kH%o=0EE7u<)*FvmkWv*lPbj7=r@4J
zyI?q=9F!KMj|>Ymf6I?B0FuAz?nYg-6ghtB_UiB+(h9@f&uBU2XD*-Aq;>!Wl@KOS
zuVz*ZRn)Ym!A9%2ixt7x%yz1~Vua6rKMR9z@m=fxvaY|2od97D0qf<zE`9%PfBDu%
zk`5*1Z61p`fxXB#s&yN8jc=iOlH>6dq=rm)7X-7ud)fllXh8Py_M5mPvhqGI{iLpR
zJa%)E+u4P!HXOa(FY@?Ae-<BqXQ2##{9no<Vacd$OI7%?a!Q3+!hW&+x^l6bShWv?
zStp->`n{(&2`R<My}g-~iXZ1)Fu<5P7{8pfTjo028ZF2zQUU#aqiAwMw2l$i6&^{2
z4o2M}9qs?}4gdZ21r$OPU;vY)Dp@*prX3RTM#OoOo&g6{(8ly1a~j~ds2IB%8|v0Y
z;wb<r<2md=Pkayy_Q%m5p{k~Wc@xG~C&?cjd6YKwf(jeGe14DHYZ7B_X4MwcsUb5>
zzB5Xs8V)3O^4#RrEDn&u*N>2xVK+c<pbvq+8>IiYXFKRd--E{YJurAW{d2JYwDJg`
z*STqJIBMiP_Mm<|dTwHOEDLnoUy~o<a1?9nRzku+MB)><wHXgW1{F{U>h+CJouj*j
zYmpQvmZaXRCI@E81<6aZm4~lWKqo;#<7c_$=jU_ocAgeJd+w~po$qg~3TuAqkP#rp
zbu<dY(STvDl|#%-6-rjj2r89Dj~}n4P4~+o72)TRGs@7<CU>@k`bcFppW~w=N%q~H
zCs^DBXTH>_w=Wo<LNNM+4Z_(rWv@)~$GLpO(6mPf(6?kH8G#@^Si4P*fHF0RRM}bh
z_Z+tKbO_uRk%63#7g#Gz7e5m)AMp-<n=v~blqqrV?fuk+;o<%W$*S}7<#`L){&?}~
zcEce?bmzq88Z@Sup2t^gm8_Hk1+H-CJr~nEV0fC>Udy#VnIYF5rH||4M7*xrJd{{)
zqmY3F)kcEI7a1SlH=08}40k45yehD<!Dut1iz1Uny~1FfqJ$bL0t5<{PPKC?>sHd!
zsT2|cx6T?FAkg|O7vXu~ktVp8AED*pabV=v>`8?1HUuvzfFy;sSv(GO<>_*Nc)i_J
zB_Z$$i{&A$?7j-kVqyBGWP91=$<J|bpT(`#!j?Jea3c4<mA8pR^6O)tF2deQiy{6s
zIsLLYgQXXr9l0&l7C(|kRo*YyKec<soKtek%uO*lhxJ+I-8UFspFbo*d|4-efk67x
z7Mn-QO-zyI6MIX#im>OE)YJ2$B5lt}QwUhf)|77ni?7<(K|Q==i1^TYc7i|w@BB5@
z=O9EJR{k>wqu+wN%%9-)bzL%R4PWlXF69hs(jSxrVWZG8n5)voT!Dd<u9ib}+gc=m
zsw!X@=S9>Wxzi|b4e#e9>#M5$X>+uQg=f3Dy!Rh#p3kuzhif;(!a{mkXt*~YY;*N0
z+L9f)Y<rTWb0_ZRrh<>}b5k8AXPVD;HJj?IDX6;<<wtcwKl26lmOfq^$JCpxEME*V
zoM$k`Gr4N-Q?j~Td}e|rXEtB<80%`eUoVob9P)9$cfjQ^Xc@~4xY%7Psv?B)`H1VX
z8?vp%V!1p%d?12zk}C_IQ2>BpiuGV4OI*;)HhtY}x?$EIQo(L!im>Q=_|w0DPN_@{
zU}B2VdU&uVNoMsp`NM6VzHonB;{Fg+=lQq*J2bRAlvty6*Yte9%Y^QBHv5CUfhR&+
z09*zF0(xiG0d~il6oBKw=kL4YcfTk+Z&q{SG(D6A>h1DVTpnsanMghFpIbIxrUd@P
zVmYw9*1V0ONo94iO1(n$|8(ei$|7~U&&9)f;?)L-lrk)7zB)qSzA3eJje7rbAbkVD
zN3>6#=Uf)=W|ZJlT)Z$&GBSjBV3N%lA`qLJ6kJY(0OT;7%LOgZ4)te-ot2jDAr^Pj
zgWrz=dOg3kQq>>hN*Oi3zTT^n&U}6>Wjm-BS-N?8F=-iCg$IQ@w@Yl>T^TfN@eyvv
zeh9doE%&KU&fb3WS^fUFh{lFeweidkeI<zdY&d)d6Tf#PV`m73`Md&c-If6Zl<p>y
zzdJ5j&-c!8^nh@w@OjzCIKUADH|jfN-1sknpe)%)FPOQ~_6I0vU&s=S%+B`|wQria
zZga{}4mZ!rDr|@wt2W^6LBHtWEpuC-w^H_Nm7{yLha>3GEyp<zMo}!%ZJ@*k-cWzY
zH9?WhrT@}}L>YFlR_~uV(q5W4HGKc+h(o(Qu+DbB+QQuJs;)-r>1OJiuAx@S`O$n8
zmZ08)HUaosK0dfwEAh;+cd;FB@f@M?SgqxGIJHKsGrY4+z0)I8g!uw)lTf$6nd9OE
z91q);3`X3i<1K8*o*rGk^60Byymh-e(2eTz4Qyn1exy=!VBL4bc?B%oTTwkYlMPBr
zi1F83^aVQE+K;g+73hH?C7K#Mmwi8yv2kn%F;+(K#}CJ|_x}9w4;K0CThi1_=+e=+
z`cgt0x{-aI#<|#2ch3PhWy)dPcRLhwW_W<yWETa~ooPDk79At~i#&I==L&<NZuNz&
zx37@v!-Q1gEM^DS)6JsYyz&lw$H}Vjc3|MK>x2{syO?E@%Vtt~sib<n_WCsVcX%1g
ze!70CdqWs)sQf{XGNuZIhm474+Gld@7}afdeT7?KI=zo6X|<>(0Wb9-T0zAMPAtLx
zyA~2zM>Ngbf=AL+S)x4mR=@jE1%BV}gjwSNF<-Y(X7^B7t3M%leQjv2A|7o%BD&ES
zgx3<@W4^Q?wMGmZmP2{wfE^c%E?!B?sVbVci(a$2TEkj*w!^bEBivkJ+$NI;acCCv
zjgPnJ%NEZGf55%AxMT(IrJT9Ge=8wPL`Wi2d+WJ<YXZ*|BFU!p6$}&)Dzj&SLGkl?
z^kcRs7PH~D3NvU>SIfq&iVCbRdpP!$!P@TGgG*qeY9_8weQs2>R=Z;w-EbH^;_1;<
ziqplevly+p0WecUvm6g&lKRADW1jf&^>i4yt?)cnW@g*VTICK5>V~x>^yvw1{G15;
zMGfKZJlw$c$UZ+iyJ+IPcfag=N??QKsQC&GbXG4Wen}C!&9OcEY0us@7`dt#qi{c1
zoimIKhiE<@BMe&@_XYO;rn|q~iKrMQMtFVDve8`W8fghk3IG<fSu&exn`sG+N|i}d
zrRx|id(Fe?>ES}#?SN3n9hK+pKt<8>b9;+Bc@O@!Xn_f%l4uwQU|3i!uQD$0{+(q-
zY^zKtXtEhF9y!J*?-w_zmJfPMWIoR5YWnt=WirA*qM?@3XnS&)SVnQL)V!j$+|Okr
z-8pBpdgwiNzFcfZA<78132d@JE$1lS&{q>P!7M@1jKlyf)#&5eZn~doh>!z}7vl2t
zW1Kd7LSuOa>>d!89OUBZAIylh)tg;$UpnkLO(PWmf%`#jCK<<Ac2N(dK(VN0D|f>4
zY64c3e^6s=G3n_Tcd5?!+yRjd-0Y&lI0#E*x8YvFxx+8cH80-xt|7ezCDa~Aw>5%#
zz2P2p#S8Ykazp@{#+zYJx990kloOcKmbX{gEtZnA3i9&Km(s)MVw(tqFUUI(d*nPv
zGLaO(`?<PbZ<xI!*_7|p&+~q=mOmh<H;FA|__ikXar4Nt=+R349tMnmS}v<ec&=|#
zTNs|-BZ_86&ZyfzdE8%8^im6We|be&k@7sY8@QJ4jZ<1V<@A^FQDMDR0Sba==sfr1
z*VNDJ?S2&Cw$r$~C2U!LJLdh~<??WW3vRQ+K5_m&@A6=7Gmhu}tnDKL)gNls*MXrI
zcLDyiR@%K%k>&EnTBAXzKPPKvx#=qG*>P8?*-a;rWq0om9y~3U)ht_Pm|=;df^3JM
zI=LL(TRJP!UUBL;-OGbADJ9SJNg+W$7ie+sRv3D&#T%};X>V~{USiD@El>j7T^zAE
zYe(pMem+f>eY`$gSelcj6G0=X(c{i{q572!6CS1iBl^~{=pH0yF)bObOQKBA{PC_T
zCMzDu=H2H(#V(hP38|7V29@OP-b0+@nJ=iAU^N@XuAdD+BG)I&dcOSQ11*W2CTSE*
z9Gk;D1ppk{Ax#3ZJBD;Gxvzhg3@?!Q#N?>~3-mHlz9VTULF4F|tqEY`a<+5lv2a*^
zRn2G|BI@f)LSSnMLkm7yG96(*|D9YvQQK>AJ3)%?8(!}J0?YpUg&23r2!{_teL?#B
zJLPTqhOVT(9W<)xMqf>2DJTC8!v1DG{t7jth&*2+tz2$CW9`vrvO{+6w;*GX0xv+H
z`IOu)E}dHTES_}NldA%HzWO$0xdBgMOY^8A4U%cLb9V^{cMC^OsV-_qP@5^Lxgx`H
z7>6c!o54AC^4pPnpm;N!{S!To91W~-lWmVNgwdP@&UB<JLK*Nw-Rl--6|TCzP+6Ff
zIO^Yb*|0fBN3sGwi2u`4jK|#T^emmf4=nBV&j!iSea>>uxnP9CQ!;-OlGZ;==F=~3
z+#zGUdrw=cQ2dTO+)JllKIVz#TWIQfIC126`wt-1P1OM5o*V)oQ9Yt+Lw*O2a&=S#
zMPjoB!Orz0D(a@Dj3nU3rtNZlI?z9@acaH%W;Px*2~*bF6pkrlxU$~aNZ>Ra#6ApD
zi@2y#iWU7cpTIsv1(7aQb>6-7!1<y~Ddlk{(Oz6pe|!#+;G<Lm>sH0KTgG~0gRNG9
zE0`dl&lFi0%{D%dK4l8S-(H`Gt;DqK1mIdEI7~A&?13@>w+|I9ooB#;8J-95A+$v+
zQfaUT!xC=y`cMq+KR0CSIXIrmA9XX8{lOgi6C+D*$<6Aa?G~j8MLb81#nEDYPim6u
zqrDawB4aW48T?3nK5OoIx;0Vjdw?9+rcr*niL!k@=NabS?S!7qvgq4W|L8EYH1c#h
zO){|?wlV`MS&`9dS?!8HKTdgCoZ?}#d`^EXf@gb~6@A`3OIMTN)==+I)V!gVi|f4M
z-KV!!HM8g8xZV+hUUGL!bKLNxq}4@SvqZOE=Gm+YM*XXh@?rOrZCtJn8du8+3&(CQ
z!%2?M+uNSlbZ&o6R^KZ`5s52?^hWmuXu8^Gb)q{iJsuoedPoQm|HM6=v;Bq5;35J9
zc7Ykjiu3l5h9i%hVvDI7n#V_6i)OpgwB^}Y)0g_m7%%l0;JW4}0r1@K#z}Ep=7GV;
z#nIGdCvx}moqq@zHh`yR^HaCnl%D;gKgW@qs(^>f(CxFw(<#6I#r}NN-6;Rn^Ux(a
zHh3bkC*KZP;&#GU3HcHT!(BLf(}Db{YL>Y91*jYU_+ok94@tY9{b_b@a6D9XzwwRG
zs{g)c?)k7hn*PXQHhWiqg;RQj@`^lURcfsSnXwLdDxX)8g{o<A>D*dttvdwtR@*m0
zeG8T?xDaiDtM7@i8H65p+hL_XM>uYIe)b~Ium^ml;}Z^6v}myvl9wNtrQ@f*o6kKh
zxj&paCgEXM64)AaMh_r)9mN8<b!_ezvYEe9=|4SB)<`=ds+5)U#?YuK(g5CnRP~7Z
z%2^v0$jDSxsM(b6?hL+Nf6TssUgwFotPqpw^gG1c!9L*wP&=57;JWla0nQfBE!VY*
zOnupMp{wjy89nTR?-pG+R}?}G1oqj02C9ff@aM9V9|#<e#NW)B+W%4yA<7g76v*Af
z%yas5k3`PSqO^Ncj*9Pk6GaInQ*NDA>0JZ6!`NWSWO;w~yeBNH_m^TYjlirQG~)_~
z+=^<RQo%P2&4X8%B8My#Cm`R^#NuVzBSe7Cvxuy4H`TT}H1pN#jkHn>${G(N!984<
zTt`TBdC;E54B1x<f(q8ZyV}PGh{sK@2f02!Ruw((j#t&Y-;V2F@_wG4Ry?ebmfr47
zNSrX`StJB}{7Ne#@W=aXOh`Bk=WI*uxJW&F+c^F8NNvY^9G`>lbKlIOf0n){Ei8et
zd;bKQ+J6QM2n-{vIYpds9cq@YasvMFSfiP)=J&)!Eg?tX-7TDh#c|u&%pTao!mI{!
z90r4n@ChldGvui5>XJrxSNVNU1(INkB@-~u_!NTA@md|XC(HMyD;kwLOZ7uEEe}Un
z=dr=PGc<RDU|uIXb+u5kVmNZ!sdenS`n+_~TCQ&@#cs?8hHJ~No`;8yoJ_|<`pw5$
zcSRH6Q)FKtxRHE|tN!%JQ-#XRXy&}y<*4a&nj9td)$>;0(0=z!_H+D@2a2KNZU)0i
zWo`ywuGz-*6<qZNC~0b3BtE;B9<FEU3Z-6m^-U+ldE7IOM7ciSwLf~MIzO)%R>y$n
z;$w^FjUPc6>$fRO*C4BnK=18j4(E2?2w+Tpef?C0ma5Z8(+Jn?<o-E2C79Sg%WCLT
z2F#%e03Pk7Z=DmsU8|AR=)ePA)2e;WP|8FjDUr!_RdD6T9E{wQZNZd~WyK9)0DOqp
z@3SF8L+`fx{r!gk^oJLjmJOE;FG7K1NimpFuXn@WZ*}D^-US?A>`mEk_WP?@+#04k
z5R#QADw-zmpXBMjjsDpc7Wrjd{Zy!cJW-kWpw>s9V2cHgCLhR|Kx*?wzs%nRD#WeZ
zIM9#VygvqhQmA=ZOwrU22Jm5*GBzvUi8q~+(r~e#{<BIe<W}>z#yAF|^jUBDzR8+G
zB^xewo#9-l4eMDOn*t{{^walgx>fKY?f&&;{BAYWS={p>s%22C^uaamaWyuPCO`j{
zHTBlVZ=l7!Zzxof>K@_n8BA>L{=EI+dVO@)c4iMIEG_#-hR-f5u*b~}Yb-2oO&|>?
z$73#~=G*CV=yl;go3wkaZE;!-(+JP^!!2C2=NnN7JYZ~?yn_5H|FI8fului@dB!Oy
z0V!2fJ)hs>KHtPk85Y-`U4i8uvM7YxbL===9{t5XZSG)wOBkE=h60R-MjX|bv&E+p
zEt{@A4V>b{h(4v#+9>fDNO2#9)9Ly{@UpJ&IzxWpd@WhX?|-~BwQe4A1vb(Hv@9sx
z9)e~tF{@vIT0aGMoWveWwEw}vHAkETazp@*v-3iA&dvfRgG*rG<W!M~*6gV?ySF6q
z1kCHrB8<#TjLl4-X~%}7ez88hLCn{xC>y%HJ9Jz|j{q;ZGKdp3mGkO5qOpmI^Klc?
z3+10KoU3&>?EWQ8?<8Z1IM?VLP>CE;&8ViCW1+iWErhr`KSdAs$~FPk^OXfT5|3?-
zELDj{SWERYfg%|Gp`o}cK82>UlpNT42a@$umCdU&s<s{7=7uS@hhGe}7EaY`-MZKj
zcgHdn1;F2u+GgfHi?SWNx!GJJzd)f%YAvP&6#nUEVjQrZ0yTbR<s<@R`=@o;-o7A~
zN{!*E6mdGCh>XC*gj{W#dG0py{%mvKVd{2kXrabz4j<6u;(!>Th<<#DRXv>41a2xM
zhoGs4+W|qn$-J;=`p3KLn?FAgR$T5M$1<;$fKh@WO8ru}tb+8xdJ4OQ=T_<=Sv~Ru
zWljR#{1|$jQ)+@u8OPyX#GJhm`>{b8GNU(Si#i)Qc3HAXc?vXN1~>Q1d;9s2qah76
zs@2j6BuTBYF=F(ozDUA;C(n64aA@r(C^K2@`H~$}9TF0$uavy+bCbR4ttOmcyS&t%
zRvqcLGI|ndoS_aU7MR%6_1TmdhY19pz+iF6?Mfx8aQiSdYy>qTNI1-bBA(WxGfKMY
z=?+UAywtIx#ID=ysfP*>Natb)zlfnLS31G!`eOU&ZlHoB*$U$!Z7---o<UQq(kc7+
zo<s_JMV0=xmj9^seD@>H@5?&dUsaz9n>{)jLKORlaV=3FjH5sE>HIuCeDdUA+aJ^=
zr;rzqEpFaRXqYg5oLW8F9T{@gmjz>m85;Jwq7&cz0C?<q&xss!p8GEM_@5T#Znps~
z4ZGTiY}X-C6cjvnk&oH1Qadvx_h9Lxq}jnmH_Ac7!|>^2%hM2#z(%7j2?ExYtVJ+b
z@FkBpQ7Tk-ysWyetlY6=la!>Ic^J8%h3mm)H_OG%cmA1~3<DO=Hl?1QxJnw=YyoGJ
zKWAuehlgx6RVvNZ)^mmyw2~Wc&W@jVyAyE`BP>1Equm#ZpcH{Xb=S+=e1$VGr{_NQ
z(c*d>Y>c76!c0^}qtbL<z?Ocz_nWa?S!Q&ZY%aR}t-1@AML@WzY8pT~+vx|}k>{y(
z=|PQVou#Wo$@49$hSMD3W{=Zju=L06cH>pzahp|5{Nuyb(~;xw=LnKim%}y76-Lu5
zAIZe(?1{N5Qx@*K*(6x%MvvvjZ17X8StjW$(Hv*T&**CR^Z@#$Gf#A-d}mzMBo58q
zw5$Us^L&U~O2&9|2zsUzBcXLEM5Q?}Q8sdA9}N*aCV@QZe-M~{y8}#PH%=$=Hn$aT
zszzBnw*@HPxOFXqX^P%9>6G-ZWW(#96{I|&I#)rXn>FD*u$Ozm!8Uy{#P<T<mvv-4
zFpC&*Sm#FdL%gLCI3)v@IhssY?wU2sRKzUmi_0E+a#Q24L-vnME9xyWtE=}o;*vb(
z^M$n$UT7dq$^C*Whpl9#Ay{dA=+QU4KAHjw%#WaePiOJXDmIw!mG*tfm2SL<oG2)`
z+}nMbZ4<}1=013G0xlOjXPMx6M~5uDo+`j6<(mWrgeGafvH~1@mhvUmr$-F#^@mr(
zbvGNfrD@b?aq0Ngz4fAb*>8Anr#iZ|c%YGqQN&AJ9X~tmYK=7Af`@xzf~x<~jAv)y
zTQGy49Gu1i5i_L3Uw0zg#+4}7csx$yaG4-*8|{3VAXc5ZRaI$lSm#M~vfnC%G@UV9
zEVmb)DQ5cd;qs|7tIRNoyG*j>y%k_XAWxhXu{r=*JHQISNY*WIb4cNMc|(oO^5hm!
zRQo2@x9<AO=H$XTqJzxJ-5tcIuAMwuXmZ3{C%B`HEK3PpV`)$O@;srbKU52L_w0Kg
zVz>P)6<gz5XRY3a#Vtf4I>6@&5xwo&&X*^f8N1KtkVTNG&9T}pzY7$Kw`6Zf2}S3}
zA@fUivbxVR9z4IGv&RY$ityUf{tDU?h+vKFMrRbJY%cfS?4hfG$4N~h+SyT%xRSZS
z0kgVJbQ-?9x8tIDm_#pT-3vtz$B6n~D`)2v2$pZ7nf!vGWc}0hEd6NR-UXEE`QgWk
zdW}{R6^^_6`tOXrSBVSbXNvhwx_ZuA^X}}+Akg&dEu{y++e7_~cFMl?x^rH<KMMVI
zBkxRLP81T}^V{njX&Jw7_*w8+3X^6&trHJLPD_&a`GYK;5p^fg8|qL9lwG&}BhE=i
zM8*vEQzlTWTdl`r)Axu^tEY6;rga%#%lQ^m0>g1spX0%JII4m<<}W#Yp&dwCjc&_=
z1a)nHy}y^s8te>|_?v%BR7ttc2_#Gf>AFr`BW{%6?8WaM`{9u&<%JVUdx@(|7?Cmk
zH?`3m;Fm@R*Acq_;;W3;<<6yTq!I=ExDL#+(5Fq2K^dO;T@3@fzo53|_EDEyIPE*j
z-{Rl~$b1g_jdm#*?)9P06Y=75Doxt``xx{V^~_{<I%4B#63MW;mT;|j6^#*o`9Xa`
zn!0=)=hnFsnPkEmUnxlm;t?Hz;ftaQCg7Ma`+||WDmJ!?Py8Rda#Q~LQ?DY5+%yUe
zz)rHvnH6`Bu|gF!Uc_WX2-i1f$a|G30WsN<>swPsygbJ)%PtJwtSt;Ae{N`ccF^6=
z+j4sn_7$4`^Cai`<ak#ipH9SI{&BSRm*2mq2nG~J?qo!cvPx=0;9Ed^LoxY<l5ET+
z9;*TLnei8I!|1}0k4bYuJ&k$Cd|lENdoh+A7b67i_0yuls)~@)P)GCnyeGb9j#(zV
z)zLMS-CbVy9A_0LvtsD|znh`K`cU|U%`%ko?_S(JC^A!3g7(E`>$FVe>878-A$z|!
z<&3ETg+mDx%SIjs$VGYj4ibNY9JGY6FE+(|7UFR+33x^Q$f0eu0;>rLs-jt4`+AaK
zU<R88wh9kKls$f18EKEgNZ-!RnLU5y2pK2O-RX<WRvGmkiMHe2(hLEJ2K}b=_%4IA
z>9NbXS6vmTpM(nFgpqg`r>5EdW3am}*MJI6s-cZjCyZ;$?`~Y6c-XA>wlw#v4tS(w
zky?fRx1xGA=!0m=oYOrl{r@S(ZZt&IizKlmXhnX!;t3?~9b}HNKi7B&5*3j~3<h5L
zE>Y>m;UD5%`NQ+{-|2TKE}aSq5*i;B4+V;oL65}^ki8YWBxaO-C#68bE<XBWs9d80
zVx*A4un@s;I(`sMD(XyOpuOslQ3G}ihI+CgmDUlL#tchLbZ0yeCJ9m;nKMi3%SH;K
zvOqbOLgXJ(*PP;UsNJ3z)hXsus1Lqu7F|8Uo6C(t7=rKi8cSi*2=xDJ<)IfN#=iNx
zWiJ;b-75^kcrFZ_m-XvQdLZJ1?7qgjd`E$nig;(zku_~ACPy+h<!<1Z7n$Iz7)q|z
z-Yvlb#K)clA!RcULa2iF(qr;=NrLA2h>$P&XvI4(s#QfXz=Tqve>GphrjwLR8<q5^
zO3x5ju1fm}{vswGe&}aEZ#F0#Iur@0Wrm)PgR&(6sWm#vGNSNipQW~Bi&yFfj|n17
zT@pv7@H`#LR5l_>FnK}ner4S4hvSA%wepy%x;DqaayI7B`c2*vO|U5C-x$RV*p&iT
zACv08s_&%;Mcn2ZrlE9$%>i~M)G#)hR;W$wGCg{NrgBIbF*N1onWuE`Q9+ewL@N4r
zi6<rsew3u>-yFQfuT}lh?Z4z<e2$A!`LMx|F5Vp}ZK4>bg{dRk{JSB*#4>thhy6%g
zj7&wQdu@F)oxC+39?!X?JyJjkw~Vv#^vyPY6_kVx%XM)1l6qT#AO)5>>Nj7X1meN6
zBm|2##DuHctyFwy22C8aeU2W*KhAQ23~Ekdkyp+&t1t12@SAp~cBEFOe_|{zD-5E8
z_NNdG2>AV)>G+TS_ibOG77K+pJr}!l+~AkGgaO6Eo;`^gbLI2Sl--o18`lKIuCb&|
zCMX;(0T?6~n&D6N)<z)a^X&Dv(VaoheTfy!E}bFKZTlZk2_4X+-zT<~y#<(eS@?q3
zCLzdWfzW|(R<Fa}l;7`BQ$a@!MF{uVA4r593^!n{ezMOIu4bhBh_<OSD*3h8zFK<+
zDft=gh$c53bAFfT-C?y+1Eu8Xw)9t!?1kcFEB+8WQyE%1eP2vclmf#)i@XMR@RyAP
z&!ZRHoUr*uoq&@2<-h;&2`zx~tzyX-r$82UI=WpvG<LiaMftvcYNCCRlDTS-qT^Vi
z@z@&wTv^>?E=2D#h@!G5UkWkF>xchQ0t{zXSGd;}FOC|ou)Mhs4C>-||00!ivX>?z
zE(vvCranfxyj$RV*|-2Ar6TdSA(E7FN&WUeCBIXcC@lsM_>@m>Mw&!<Ib1oC#h9xJ
z5WW>{j6tM3f?AwOckWZRJ3uR|ac(1ARe77B9J9oNTQZO2%@W?>SVNkhveeQ0niWCP
z!T_JT;(r?AKP7pZOhJ=1aq=1YrAI~roJolnTT}|{4HoWlsKuQnySIx}F?Fq{_LfI(
zW-BEvv$f&PX4O@SKnkAM<MjfOIcvm0CYZ|c*XlYSNzmT<-69H73>OK=rsajSk%c0L
z!|7Go;7k07P4A)<{ju`~If*=zep?WWNYZ+nqwNwaIv{IsMMLJB?AsaXZ0k^GC+~C&
z0WBJ<M`fE02ba_QbFMd1{8jB<*XY52qEEVJwnFB~WGVq<u#w*w!_O;uGr1)_+>-U}
z&<yhaM2~EYb+W;kl6?Bx@oQgF2&aB?Bw~LD^WPro7FG)Jcfb(}%4{pbgyCLLh`9(+
z4}D%7YqV$rirQvK--pGhB<s&$aq?Lz8+VKnLO-_J<(?d-L(Q`#?k42ho@as`qF*p*
z9kf-BzXhkY0}SZ!D@48lbu?LFrLf7azOXt@XA@C~80bzi7o;n;(w<OwjvqkWSHc0I
zV@}EakeW0UTI<CYuYCyMX?$>W^9X?Uv<v2dBFGI)Mui^=tIbFvhToWiM}ni%*%00p
z(e^Zn*V3OJO(ANdwB?eM^^bl3ukAFhi5>70_TOr?b5_OR7{4Xx^9;i!OsV0tEL+XN
zZvZR;<U5T@<(#r?HSiL-KCrTs7aKd>hXJ9R@=`>McxXq|hpsqJz9AJI$TS?Aq7$70
zQ_&=Y#b<qBFJ+P5@+CqMb&&+miyU+3IN9YHw-0Z#qMT03WNw_;`rJplPV<Kn`K41J
z0Ej6mgQ(#&dM=nX&bUIBvociU7%f@2+lMoPg<U~a->3N>9|j?Wj>g{<hh@!Vh*cV<
zGpy^@A$R>4a*o-P`lmRxuY!<T`N70HtMJt~IQ0XKA^m&gO84FvMPEFffCPlVCr0NN
z&D~pH{?-5ucq?x2vuKwV^IdZ8sC&EHj}}fcb?<uK(+t|=I|UF#$QZDPQU{%<$2I%t
z8+Y_4vq_*&MYbit!P+@Zni}eg63vu4h@kjt8$VQjK~OgD%y?kOTD5WIB5l+cj-0LP
z;D$ez+*<LC)y8kd>Cg!~DumEH@T2c!38*+^ra3BxEdscJDJH)o+4ECH;zylK(o;C!
zzO%`dXc!!)Ma3Ji!0Ftg2ZLcghmR-&;4bQxuAK9)qI`wNH+&&g|5~biM&ReAcVq61
zSeQRV39AYf)SiP5M6i+>r$5P}f@+Mg^JnywKPf6Y%A=AO)aONRwUYMnl@FQa1%Md*
z_|`^8qaXG0$&AKlQhddV5;~7*cPK$w)})Dc1|^~6ga~J!<v{M%p`3#oNxxYxR>`|E
z3x^4RA#>RPMFC>{>MIYf*3G4Rlnt^-=j@en&Y|tB2eJxtw`sr9yMCkF@+K1DO$`Mr
z{{Fa?oN{LGa0=zzV&9fhA%qb}+2H)I&3YLgK{T#X0<|AI{tY%y(8hRWi9k`rT8!WV
zz1XO#n9ysH(+QQurQ}@j=LdFTwqfKQOC18F202O_n8^!_RQ27YSaz+wU^2_wcL)>T
zC{@dFP&wzM5x?PK%LU*;T{uP;l5L*wSy}oprmODh&@p#pyV|df$_!P#NfCZh%e_~M
zCKmJe8pntpA^pQbI-o*NV?Pk4D0K_>YY~uY-KU%+VBJ2jEx{(dR+#2Eo&1|cOx2Qv
z9GNCqvAnp*%MAf&BZe9{9VykNC;|O`f$B@tidkmXp8e}m*TmzULyvGU>|XonKUJJw
zAp!mOu>P&$W5if5BjogH*wvu1i0oK#{nlov=<m(r!`XH^nw9r^k@JgB>+{(2*hT5a
zJizgW{#h~oYF<moiG>6rXf0StsyX4IcM`w%6+`(_Q+Ah80v%k=-HTGrkhTyjoJ!M8
z6wGHfp@{If1(cY@gOC!?+Iy+Ov{;gmxWD=}1Qqb1@YHdloTu-Hf5?-xC-Yqja^`(!
zlJX%jrSXjyCNgUKe7el`W3_T&TlSF{Do#5-@V0VHb=*dCQF?|8J$F|XrOogc4U+)h
zb>BaupWwft1Dc=z!G->|T<{0q<l5gLNwNQG0Ao<unSACW#@{K^M#exw@-~wP$wMB8
zl7nLMyul_wd3M(cL6M|!O>6%K8ZeTU$b@~j_|XgF#>%a{n3$9TzAIv2=DoFnT)q%N
z5W`eFxo--xU$lyRdH{2nO85yIFd~?AO@f5grb^{2iI^S`+bW{UoXD|9sc6X$29Nwh
zlrm=)HL`+}qL;+vAtlHHH)I@X!o`%1AxTBXi7(EG9xj(2xbP%TJnDXzmVd={Ugqx(
z$l=4lrP2477gqgw(Sq}efoSfU=;a{(64-wLgH_OfPL`!FGO+Jln9`%-$J^7CKOl_|
zXVpFSBy<ul>5uZqFzQb}U5!b)C4Xk!#Zp5=u!nIuE}t*|NZ(vfIsLim;8y}1E+b^l
z1AYXhK&(cHRstJi<wslMAi+M-4`SopkjOsG#0t)iR4~zCVW4WqOWnh!wnAl8__ras
zudYQOuweMzvbFa>FO^t|=1BSh)DXo=J^`{!j}wkwk`Tc+`$wa?RLB?s7H<yNZNa53
zm9ewRteHYFq?Fsw6(X^J0?DSZsss5&c5YqE*^(A|L;sEb>L4N>9sZr5|1_&LjwtO2
zslO*%9u!C$%naNWDTB@va+m)UEn&2fwI>tDXaFZ`WUF}n#a{y`O3zpr!#P^&y&6@`
zKk)v5VHHUq5^oiD@EmqmqHS90o7?Yi*5r(*F`9@`v<=PULSvc<8O^1TemMptU*cSl
z+qy7}G9Z)iFs_og9i-rk1WJ`DBwXZ>IVEEkrt^^b_$FHIH(hCMvc0N|1vETdc~zA}
zjQnyHLmfE#!<g5cI6;h!0L01$JS$+19dxbxTA9$!YS+n*ZVBgo3Cn(L;c!+3fzYQU
zM(aVt5jJMTp^w|e4XKZhLt#^s3d{D}o9{nf$ayZ6YVVWfYHc2DfD=v+1F2fG%^MvE
zEYckN2^v!+c_Q4;2Q)>VYtotEMsJe_w(GhOEK?Z_W!3r?>+Ef}r@5Xs7WYf;Ra3c_
z*e#mP<`Q_8@3I2jwj+&MVIBPIi3-k5dtY)JYvP;$z90W?#A5$fBbMMFBlg+lv7~vL
zcR_;K^-}s+G?$@A;;Z|ev9QYii(N7e+cJL(t<@e&<9_Q;B(8*OH|nt`EgoBl76En%
zny&WFZRQDHHS~Y;RUreUG3HdA)}Yq|;IXV$l{~oav;9h1%3fk)4pR?T90rt{jUcs}
z1PafSx=+<>o(ETHB<)~tsZnotZ*Q-kAy-nt(<Bs1_!q`bW|44!3?)ApmJzMGHau$G
zpHiyV0utfDG1L}wG&6m$ISKZ7Op8hj+*NLlf;o;|gan?z&h^p6!YS-taqWGIp`hOU
zuCU{-T+!1cJK`@4y4LYR{#U>kBxY-Sx05M^&8YZHNd|Dgw?mIWrI=B{s;<;4zTLer
zV`kOf(*_4v<5s4@8|<+;)fMFXY?=C)btnH{%+WfB1$IPsRHI?se0#kwq;cX3(kh+y
zAlUF=?MhRzQkl+}vq}@jbu6UO*g_m-aW7{_`1E`PHQr<_WnT7QrGf+|yYkTEGVa^6
zFocpZ5UjW+#?&c(gfNou$%%1Z?|=6IKC0u)t24gmFx?aBSZoq%((}a?nXJt)6O7r=
zb~cGvsz*sNY6;p_Wom=5>LIh0twah9*GIQrqBOEBcoUjuj<sbU5-@2WLkz)`ffugW
zsv@&C73Oc?)~?rbs!EXL@=%*R@f&A$tsV#%&kd6bU+#Z?TrIm^(OSrLtQnx;pg1mC
zVR+O6(CeSox?k<qRUBk$Q)*NbL$%M(gB(1AVO~jWvi@Du2#tp7@%=K`reD+AZmK&d
zxo*M(+#fAmtHnKdY=SOhV)7rak3GS`X(^t|yg;9{DqIVfyLe~7Sr^UM08jHr4Lfj>
zz;H<O<PSd$jfUdNXlb_Vbpl;xK$62=MCxzG>K`dDDFYF=pmdYU(CcNb`=bn0a8B0a
zcGGd?ca4HTv&WdB|6xlQ2pq+H+8xRH2o4SxO$lV>=j$&w>Vw7aM7s6M)Q6o#kH-UR
zJ=Z6fmGgKBhxQx9%uio`dTPkks0u8{KeuhJJj<(T^LNCeYr1WNlbUSc^fuU2L!+js
zZhw6xfxGc+FJtB5_=h<z2{yx4BaKv>iD%<w5U^l6q&JPXi3Xei0J~xr`wQ-K<xC~R
z8V}noocCbQgXZQ8{(A8;6&!Wg{jRo9%><5454@~jqFT}D|I#dlgnoKaM#EXx@4*?r
znu0QHMu!$y8rD^?PlRpNiiZeJ__qDEOAq%8mFq0-v{KO{kaK>u><<q}-wq;zjYTar
zHT#n`{uZ~@AkXH<a&S=0a=!9#=8#x{0)d;+6`Ut|47f^lx*#?6`+qQ3bE^)ILZHT)
zM8A*;iXxk={n+TdzPxjwXS6Xk;7|5P&xT7Er|?yg<Dyd>bB`-Rfq^KM=7~J|X1_<<
z2_tKr*-0-u*yKjU{|54HuOTH7WY5~KEt7Y}W@xt(ICAK@)9>kk<as>hz5EK;lZ@%f
zn(YrJX0j9Cg5qT`E#Y(7KTzE40qjz9-JoLR;2hBuY{&&madMR-bqg%$tm!iJtp!hp
zDIl)2L$NDXX6bPIguz8~(Zf?``s9Pq>^O&OQFj}ekkCJ^ShMn^@EPJoQ(r~kR?E($
zv+NCj;;CJ;jdR=H`Xb#zcX$zm+>KCU!Ja(4?D!n=x`S5^={WV*DHJPirgPvhV;Udp
z|769!xg0Pt9-jaMzCPHMbBFsD(sfR=#S^us<MBOEFu2dIJhu)`x7)FwFTx%N_JRZ5
z#=jwX)=r=a5P00OzzP0AtcE?e?un8TwVFDx&;1gxR<f7N?*vCjj!Y7g+!pb{*?njq
ztL};Olakly2Z|RsN9VqJ-t(H*o>V=1`iRTS%pB4S_M+L1z)$HesJB~wrva>Wy#w1)
zbt5>5Vw=wtTffKn1+t1QP@jTcVq=|gOU>VAJwi*%^0UkGiDoa~wIK$Cp+wv<VNLA*
z3^ZE-r>0Z3?H?>w(!84l^%kau_O-NJZkO~2romowl5;oRG|aA@!B9e|>5Rp}jmRgQ
zNi_jx%VlrRwHInih?FbY;L<-y0qz`TN~rbrC8!a!a9CJs0$Jc;F&##s#B4WezOU7A
zU0NWdrj@~SSeaSxP}TBKs=Z##Fj9B*v!dkCiCVo`Cpqw9M>gbNcYXiy3N1pv;R(Ki
z>6u?rQhy)iB`7{UgNjC}zRX*5Os$F!_=rOb^;~Im+Fw^fb?W}S!kx=CHNUe`B7Cf=
zA*i=?0Eum;|Maj4pf`!$#O_?m!xWrgnu(+&#fYgKCl=vv0q{e|`oiEt1uE2V@36_r
zW$R_csyD|<DIicEe*H>47z7e<_x=bP`*vKYiXohxzF<eS@33d1OGnPY<I~Q-DBg~i
z_h%BngDL2pP!$Q<HLF&LLDd!m?8ng}fv%!fe8~hci0Bw%UQpU_afvkZoi}8$dKHWs
zrY0+Q-9Y+MehL-UU<51twi%lZ(-A?ABNhJqg)A=q4#TP&ZLC+aV|!=jr@R8S%h3*+
zRQD|b1b=eCv)cm@G2ZE7XF3cOwQrr<{$yRc*<s&YS~A5g?-IMYu4Jm|>JAAU0LAgd
zc)C1tO+k+6>%lH(u*F}dObK+m%jy89ze*aO&JILLe%3TIJ%im$bSh175++Dq)&lwU
z9UG*eieXl8%(F_*_z^fGC7pYzRNs*MY&uL40s@hPn{}VLU!10m3-~P<@QWJ{59rrS
z%vE{B14@PWT{OqY5#SJasL-<Mw3*x19E;#ah}Mll&-?pvNRo^F8QsJAP$ex_1dB~@
zpylC?1tGZCd0PsHSpsVXD)~jtAMR||F*np(Xz>iAXz?5d|9wxBZY*%^)t`uyfFoms
zQSf_vijSAg=mtZYcz~6MZZdH6ePOy%IE<R-=7~+|X(pK=#Y4BPee)%WvNLx7X*PG;
z^|&ON!?EwsaoEVjWEcEqKuxnVrp48A3pY5V1rBYgLZ)Jmf`bx39`0)%aGrHg<$Q$e
zxxU1Gb3(W0Xr@7FroJA?U^tZeG=uJghr#XEs?_3^QB`+6KDbZt^}~6SnRqd@o8{yn
zw{~+kH6YR-=`t~Kvj&@#PWN0wCjV&}X&TJf3(Ig4hxhO>ucaRCqP*fR+;5<Xw3}tL
zqEm$s-8hyHASUF~(wmQ~exqJEQW$%$IE)*JR>XSv4dG49Tf~}uteSOLA~d7-$2=M(
zKmc9^EqY>BHF`tPOx~j!h{imT?*iLg=VG?>RkBOu@~4YG$>~Nr#mL}8Cg(*)J}~ZG
zCA0$HOKZuV2(dlc!Cm{X%U7@Lph$X0JQkCymze%R&hO6v$*jwy5<D=%utXopY4Mb}
z7}omB+WmsUF?v4THC%q^Dmhwd*5H9LF)e7e?W>%SG9Tc0KAlUw-YQRhUTapY3)bo1
z;D0_pvvsj60ZM{H!ATC&RiU9nEq9x79F>DlH<aM8Nc~zs&CHBttC(Su$3=ErlBNbc
z%dfy!mcfc#!zcluzr5k^!DT)e^K8CagteS0(QL^qtMhD05yp1@bGt3MJ5v%+)dvnV
zFM(0Ir|b8v5Sr%mwvV_LD`S&Qu7}_j$ZdOun0mL-HckBOWaXf%dmfJe2#(?rueA#O
z`f9gwL1D;w-i`c^!+v+E=6aFGb(5BED8X?T*nzN<hEKpJ<h$kY1?<Hlrb83(F@3tM
z!$4d$eTpyEMoEUAyQj+DY0d2;m@vmdvmK^^IpQV|@=d;K=@5piZ^-Yd%!UrU>pcFG
zISXMdI#RpX1d%7i>k92&AGH`kQl6|;8P3|e*v!cf$FrpK(tN@NN$;)ITi9tXDq
zIa)PCir(DA-e^oZfHt#5%~w(=DB((g(1=-loE9#Qb>htMH`J6PH>W6?WTMLjNg85;
zzTTjFTdM8JkxT`ql<Nr>{l(8nvp1-e&W^T;w<jDKU1bxuPGkZi8;L8D<|@tF6e_||
zg=z9-)@X9vZjciE4qE!sd;7@fVNC75o3O#;Wf%_K-!}lVIcgxGS7ltC;Kd?93JJ8b
z4EReEUoM?-oNn<V#e{;5>Q%JN;)HQ-P&2a0AybIszMxHa^*(7I0jiicW0|n}8V2&8
z?XKjeRQS#7+|0+-4QsYqX}wFujZEs8M|C9gb!C!*KrN&AKl$Do8uc@AiDZI2cwyv!
zYqJ^3`p0!5orf!W385%ts=`KfQZ_g_vU<YXLL;|+l@`^7P?$Cv3oybi7eoO?&iQE8
z<N2HHDSV)&Vf;!?jzg92GSt>V01Ll;K>+2ad*rrmopfEUP3|3+#eG0}Bsd{_PCdM?
zL;C3-cHeoz)!r1w>T!<;rgLH+{t*G7K|&!2uYg(qzsSq8#C!_uWRz&Obs?UV88Y&h
z9|1LQvSP^l4E+M0vhhgdfB7I@7|i#57PcUhwUI<gNN5)OW8sIy9izw+9LR`JB72yX
z;J5yxoMj|k=>pU?3fu$<R!GunoL6iy#ddqgqb|-_ymeb6lvy>7C0zZ~PMj~$gW8C4
z<3pY+V>j1@GzEcz=G4aeIG!}C;Q32^4)VlQ0N@k~@=gmiX+OKL>PvrHBx%1)`R-aA
z@sl)fDTXqdU{_SYeI6IkQtGb&Ib{U>=fx!k$ID+g^#8EzUfcw)2jcd3govN;pR?qo
zGL|V3`EYErjRmkI2HA_o^9}K&iPso;1y>Ye&``(yTn+pP1K(6+goUBAM?SKj;%C!t
zN!m9&uO5*AE$nLZ%2k>6rbtUfB*cD6r5j*}cp495^0*tot_3DG_|5`s<n3jsz13s`
zu(Ov)zcYrw0F){>mw+8s8sBB5)Q|MK8oRy|KyRZ$8uF6dqmHd9ETT3}w3RaY6E;?M
z$*O4S9z_p?PjU8tE!jiaI2(08db{lfeyti!$d}0LHBa1+`D#UKA%QJ|o4*3bEPzja
z(6PvJ9j30Ff54|n{<8^PAiWzX9NUFKQjG)0Ur;-Ox9q1ZQid`yY&$$;j-_A-<&-G-
zHaBv3GZS2lGpdtO+nho_dgbJJysKb&P8HUjUmdbR=4>08XJBND0<;OGnsqjc!#Yxt
zh{qjf+*#Lc43AH<knxw%u+Jm*+f>tl@cXXMknWv}#A^N8)T?cw#|o!!s-+aDwR(v@
zmBU>UUf{<$QN}|3`1$cZ!wqm6DgI5>z}+nas%H^334raG`qvlu=cMwL{HKQgpZeWD
zqHNSp!r}p8d0j@{E==MSNl@qS1(tnk*;N%|7e}J+TH_WoxS?Ic{TPh_Vq$}^pgm>s
z-+c0=L=`(`F+#8z&T1gdOo+n?g>o&#Q~qp-i2zuQx#*(k<IEDIV7?d#lwWmfM!~3q
zOJNxT_Bygi2}(AB^{hr28xFD$<Aaf(D;U-EX1nt%Nqtw<O1c;aIuC1<Fe%y992HGM
z>$@rE`D-~Zg813ERNp5E!=<3kmCD7CW;Q@9YL&@^25+|ecQ%qzbg4I!Thpn3FaEma
ztPy1)OZWF|{^Q76h5m;?_fL@{#WA%vz3w_+f5HQR@8Z-J3yT~ngD5TNfO*|^f*Ht5
zZfYkAEIOqtGQaCI9Vf~sUq1#~K_p#88WHdQn8}m#_90c+BvKR&f;<oOk)f^Z6-(AK
zwL`{LQ1j03Id7x-d>IUGIpIZ&-hHYud?S&+YbKl>2~>pZ8O?Sy69fG6>%UVf!EOyQ
zQL`oTVTe_p>JHb7741|^(>d~l9gJG&0>z`=xoIgm21q{qT(F0qvPaCg!t#rT&W;Um
z#YZ#sB{f4sj9Z?{8M0ToRK<+us~`NUu>T{vmjyyyJN&i8{tD72l@KT<0J~b2)p14;
zZPpx0HALx!s!9P&LVL;~kK*mVUDW&$2rrS5z3rh@WLwG9+K&?o3G8+uP!YxU5#(kQ
z!=8O<dJ0nsT<y%4H~s=)qFo;Ui#u54jf0D7O=N&p0!3VjAm;j+aR+y@$M-%c$!N3>
zPrp9-&5cg}Ni)UP0qJs%<wBRZky<ZfBHCcbLDXuEE)K-dexcFrjH#Xv_)(bZ>({HM
zZdI<0R8iuZ?i|I=wP$AFT`$ebjaYslBs#V4^`AZI-we%FOzr=swwwAArP%`%KF*WX
z1?hA}7u3TAyj3e21&wvb;(%96#F7WI;Nz|!%5J`KCh3KX0RqH?q3mgt>DA~lR_XIF
zf6A9HCqkQw<tCf;bI|Wd{Q|QF+NAKytq6fylVDQ7rJA<V8e|{lhAgj8MdIKP^Z90)
zD60TR?S7<NJY2PzvE-WCn&)k&D=X-ux-37hu>{y;(P=SArGu9m6=q1ckP}bPaiUFV
zInRJhMj(q@4cZtk$I=#>5L0+!6npW$f_7^VUf$A;4CGbES%vTC!uqel39U7}*tvaz
zcD*b}>rDZD6%_~y;+S@X*c>Y3Lvpw;A<Q{Qq91{vEIQp@Ll?yz=cbUAH~dUOk&q!w
z=0Mc9m6A4F#`5iGmC7AB(Xnr1Xq?LKws@;GhQdY0A1tEVd`<BB`Vu_8tMt}vyH0^R
z#UZfWe!jz@BawoP`WUi@7FNbde-b~-DEU1Xosi>(w7NjS9;-F}()xIGYZMaPf`kh{
z*Xr3>(N#i(H%uOM=D_toZqpfM;Fv-q&}U^Nro|UBA}fGe8YJ;TMyM+V$?NdgAv5yR
zt@~~xemNKSqnoY$9Y6m^n>H#_{P%oCPzUC!rnDU4L1R>;q<q$5qE!{DKv*+AjAT}&
zD)}l?K_u0XP|bVO3)=Q6dr)TqZOyxQS7g*Q7V*3iST<bhkj^obgLL-@A_W#yMc%xY
zPD1rQRd<Q20{1$?f)=b@?`-~}C166gnGgacJP8jrMnY3;A-6S^H`=9sx!6$%`^M-)
z9?Kqt=Z|(nnRd!HLj}l-NZQa^IV+PWXpLxk4pE;*hSmMfu5g^WL+qWze$f%Y+e5e5
zSyHYIN*KSZJCpp2n*7Mv!uk>dI0<9SRlNmH*r5nzda3=2&%|)?Mv69yMR9MW%WEt4
z8fUjm1A4oeX;5^h9Sx5B0?5FV`lj{2CpBom8HTt2<_o`M7{-YC4x!>~hou#yiSX(I
zndb^7jh&F^ut8bv2YO>U?}2{!kFI%<CYDWXGBQ5Scv%p}*~nH|lOX2o3Q4ClYS=bd
zIt9r;lwKSK{jTxwRiWTK+cX2b#)Nk@v|!H+wy|!Wnp$Pc+7((6{KCB6!SNMw(>+Im
zy=aumIGnoyeK+m9@KAqh{QQsQ5V%BXIqeMblP&oQN;?%Y8pezIQ^32Nebu57KJ*Gv
z@Mp}~BYgT`*D(f<qRVvfIur@lF9&UXv=x|M!8gIFt_S;m**axF9NB97-j8swKLsT;
zM3*<btARh6EK!^OA~W(@^%q-;dr3!_qTRBF;cHS1Nh=SN>g~%!{8u3HpOni#trMAw
z?*C)#Er6<Q-#uI@B?P2H0a-NC5`u(ucXxM6NP~2Pba&^H?vRx3ZloLOJ}=<+-=BN$
zv(K4vbY=}RxYl~#_j#WCcVE{HRwhdwH>1OB)gSR5!ILvC4c0rka$npAqAHrj5qbH%
z*)hdvTkxBqJ6)zM@5&F-jv{Z<Cfi(vn&VGY*)GUI6vk%v^d1y4^tmMXyfCZ5;ui*y
zu(>MThIGi(loAPI(Saia{y*0RTvwRQ-y{8;*h>RXrzbKdko2d4jp@f3xu3I7S=+0R
zP7?b!P*R>+Qbv#0W#vrJAruu4kHldfruBY#uP5%%oUOH-hw3uJSVCOqh+Uw3f^uoZ
z5xkf2tg9;elOnw_(n)5E>uLP~?FQYmy#XT|{r6odCzauPW)rY@u`jOpJl~>*5(etS
z^A7k0|JlAjH96J@DE)nReWtmK7--XdjN?lMynQZ&XDD8H_7!SOM2UJViO9?l7O_o@
z-TnGXGlOiV8#%CF-#><F(bZSD<guE_14eh@Efm_^Qy@*4aev8cj+9%WtDSevccg^w
zM`o14oLRks{_Iyv(n#;C(-NBRk`=tNBofVxWBvx^FyHbV4Pxe>9YfVu1$Di!CovV#
zfO1_H#hf9}EqQjJ^Xin<(st~n;3vBTzh4Qw^CpE*xGF+@vvFJNGexoo@Llho8S-hy
z<8E(+T}uoC_^@hXU2G(Pt>FLJ<2`lTiB1c8XFo10|Lk~U8x%~0E&luvIw{EZJ`hnx
zET}xScZXKY=txZ~khU-)QQk*mTpd_GOv%|3%j5bcqMMjJO(<YPpb{aD;&Q)WHhuH<
zXq%$zId6YU=Zo@nP@8!OsyB{gTI#i~!6$GWeV9@d7))7cg(?OYNx?BD*As59=;8Ke
zn#$jxUxMzG+yG8I9;&Uqp(;F4{F7a<K}3_a9$$LC1z|cf^hEWSXISyLdG8UypH`-2
zs5R}Fr@{Ug1!z%~zcAKV*<()Csq%2gtHVeRN+MEtQcIPHDmYHZT3kdW)D5d0`E(rU
z(LV|PW9NC=FmUGN5c>S-F?@RT#wry7iJuZFk0EX!Y^dNjMa)T+VQ%qa)L$8&TTjs-
z;)JqqIzvSZxOcybf|W-bdLmRtM||kz`s#Or%H~I2BeFMQNFq{=VH~zo%u*-*<`2>z
z@jyk}8XZd-zaEKT8n7cpFu^7NOc~+w>f6P7{O{4F5W_$zDe+%F1f=mYS>Pv&O>}U`
zC@uORMayJj@8Cn`4lm-T!%1L%SJ1V>WFD&5x*SK8qPK$zpZ&%`)OdL*#QGA_p+%*g
zL0Oh6vYuC);t;h;H^tAo;26n;-{WcP&?Kk?`Pd`$pY9T1r|{SJj}>-+f=STJrxYhN
zXUyjtNR@5V%QGTME_@+?+FSI(SKzIP$OZKt7byqOYo@7*C?;%(o#7bG8y4&LYBDG)
zMGg^){<I{fz2Q4;PFV#^#56Onuqdgi+ZYC25LL{k_J`wpOi2CmapQ2Ut)Dy^J7#$d
z&v)LN_LiDy;D?`aO&({YLP_Ko6eHABoW|QA)TWQZiu353VDler#}h0y39O0Y!&Qq)
zkT+p%2meT5AK>BSV^teaYg*chJGX)*^hST3YU<qq&}2x!P3w&g@pQVm!2j<%q=$Y4
ze>81+VizRVcz#dl{Y<#QR}3VLnDT_s{0gm60i-;|xX~4uf+SIVh><UK1GchoJ5t61
z>IkSr<bE<0AXD6Rdg7N-HorRw@RZ!+3{cjyne@-l&25e0n_Py(eXg|`SfDehkTg}c
z%l3SoIM7=G&(0Ry-`bxdXKhrY47o|1zVo3hYv#r>`K|;>QWU{sA~HAIw2QiIsUhLh
za8bm%idlfPuQ}UFMmhO_Nsk?Cj7DY(Gz#CiV^&`Wyrb<3yUsr6gP=ml1wf1cbDVoj
zGkb6!_fbbav}3W)cKDS1^%70=F&ME1iuHaFQ7+5i5W5z;l){#b)j5eqmV6rye0^vW
z_)Tw$MTA`x#-<qm+Ll^;wn8tBfPQE7vtYUy)Z}mZ0O}yK0b>VhyFSW+n`%l)Fvegu
zkMO4jgK=tw?|BY=;o3gztM4%peI36IpCQwRwdh0pH)H#hs1+5UB{Dv*9@%=)2tEKu
zZ3fSUjI=Sm{KQo`gfTKK97QHWP9aYe<Lwxr01rx~fO#rC9Qs`S-GE8!lHT-pztBUE
z<`5eS=HgiHD^^MK5+Prw0bY8%nlj-|TPcKeNO(2*fHkA^_0hF_g93qJFY2$!@&WSF
zzpz^A7_{}T!=|OkXgZ7Yis~E?R79*<eBi}v4e*T}T!*G9_ehW^J#uVwI&jYd;0N`3
zSh!l5;7sImNzv^!9i7v6nML5_z9Muw@@vy*y51!(ct~5gkT8zNVqes)@p9f#trH>=
z9#lJL4(L^-9dtA-I%5q))z+R#VV~`LNx%|1Gshg9A1w`cX*ix~T24?aM++MY2EX}W
zyb?E<avY%ESaq`OmzbMu*I!as@EEGwDK(j#UilF?Iu0c9n@(8Fm1fpTrdkmBB7bn}
zsmbpOn;rL6DAu??B(kwK0X;@0t9(E@97wRhX*f`CP6A}_{mH8502d8z-Y;~$vTY*;
z0Pc;tXaF@n3#;Y~mvFyXw|Bkuy}ClA9Y}Hq0H%_=?ph#bvo!s!Cn2t~{E%=Qk@yZU
zxYzA<v)U}|0W5KZWwP69_zS>CFsV^^Js*NhtI@E%(cExwrRj>1NTpn+!j~h)c`{Qt
zXsX!In<{WncRjthc$4QZhRwB7zVYTGK#u|%B>?_vIv%(Nm}oQg`2tH#r(=M6)&r<#
zgUGHg%$My0q=jroBhTd@x(fbE>i<sy+H4#bCG-vb&>~DHDQ?x=mup#&^)d|E+{LV=
z+jiuG{h-lwa=VQz_+|t~*7Ew7y&uwEGoS_0oIm_Jt=Bm~idAjOpra^0^XQ3M3EF`9
zJHNjN0<GEDFl<h(xf*RynborOT+l>-6~Mqqf4MySm}+8Tf&-|Cf||ZC+}SnXUfr$=
zYNCe&v^%w0jgDa?4uDtbcD=0KG))bi%Hrs_HXe&_L3@qu_Ys1-ydOb&{OjVYGB#bZ
zO(E^~!ehSic2W>Q3K<4u%K0O|;QQdyHePZM=EH)FZsf>B_yXHrg%`>6@P9K(pBf2x
zA5c;rQ0_?rexK8a(M2~TGN!1JX%(*{jIWR(0-4}b{*_^N&ZoLYnvMwOsN7IP*Rf&8
z+!?3Ew!M;gy+b1^x-=$IFFWJc-b%j?_jGmZ5w}n71`hI@UXGXca;+>0-qK&(S(Yj}
z+7c60Ljhq6x9<6<-~93Q*%l4xodR=SC-BzZDVCsxqqM!KbWhsf4(EKpuURiwiFl8S
zC#U`Z*bgL=&0sT=(@B%L_(P4l9=jo!&1x}Oe8IweqzUq=g3;cuY_NR<7y-B>+EE>-
zN>oWe<T1*1X5z2B0YLV8cXV{x-Nwdg&o7a0wFT<Aos{{>rt6~1PGfW-?hFfS%dno1
zDjLiqhxvEHU%*v)M^gt#3d#*=9S+lDV`vI3jiyE#o%`d4ualj&hacj4*R{P_t{zyR
zkRFS~JXx$7;=emJJklf_wqJ>ouo?CCF-%_(<5YN-z0!C-*#ua^>g-fC0MQTtIS2d~
z<Qy|rjQPO4TV0-8n!htMn)=-uWZ8VUG7E&C%Um=cb46pfCw`lqWqv9b#cIqLO9>2=
zQ(gNh9<leX+V4?$;o<=FZ!}--wLJ#*S3qFjX<|<MaD^W>*yM`E(Ulc2$SYQxOo$#x
zG@olqa-PoIz!1zicAXa%21l!dd5=6!!%9f&Z%lXi;>y2w1jtV5l=Hs#q29D#8+)VI
zGDNN$;E5Qa!UdwZO$MRG3Ft$%VopuJrHkn{cQY1%tLsYNQqhPj(M5R~66FR>B1-Y0
z)L8aq1f&OCOhuf8g@Z@NDsdu{4>h^&aJ(^7+>~;+5>=IX4Q-DOb?X4BxT`p~_lyLJ
z>_+8#o#r6%?tmT2(<SW{wWBh5tG$>0PN;_tN2foDl3p+xjkQ6Ja^AA?VCvYsBPR`P
z!_{UMBW8bv@4L*c>#KHg&}BJY_iN8ShPFhN$@Hu>sOe}{^JdqRv#~zFrQsS8G4Ziw
zM$>J2x_ecS%yh11*)Q}ptA0;S@BJ|{kiyPc_v$X*4#cNGn_t%--}?xmA865@R}ujy
zBPxJwX86+gZQ{Q9Xx*8sX?y<?A;$fH%c61Ze6awao84;8QwSO^C!B%s{Cp|#M;_F9
z<4u{3+r?rv5PKt#rMk4|K|PPLIN4izFn*wFy3kJT-Dd<JfB)PDg!8K7@))8q6Tpua
zow<u-qXMl)rG=WLVITL09vS3|lTk3%lEd251^W+$Ovb;OF1WrrX4SWO`;ceLU$=(3
zqaq&esn|!V4{Sa>?}?i#XrlKP+|9iJ(ir%&_11FcpKx0>89chxm%#LTvSfbhh!Y8S
zOz<JLrrC>1rS8WgDV?b+mgWO=7tDz*JnJ+G<R2dT<pbJ{M@v!|PJ0|JX=dep0HmLv
z_+?usz~D@O|2!MNadQ$}?mh!h#5x^*ppiyFER_6`60_*AlEv?pUZkqbmRR9{IU-TK
z%63XmP!)||8}(R4FH%b|OQ>c{meQ`+UmQNmJ7-Hkoe-f8Eb=R)*Ouoa9%I#s6v@{2
zOnX_rc0VjvcKYY*^`UeMuz}ya`*bv5G`%V1V&w8XxP-F$-^Y7qX<`yE*i=3{O>#_Q
zN=0e<#f>HvqSL7l7+i9-1Fm*Y0^gxB_kS1Be>t6A>Ot}46SwXg;?OUBL5tRmN!=C4
zGbY}}arRDMU(k{IjiH5mKsis27pqj6^<T6JY&QF)`vWVO2p@nr*V_SiuY&0Qzi4KW
zqL1!(FF*`VV}b*Q|AjL*R-x(*uK;~W_PIg*1EdG`Q+nC{6;~}3PaRwB?U@2k%DMd&
z#1wbVI~CPR1y0uyXq4I=+WVO*L`V!26i1Uz(;!UniR-<0{x4NgK(grX&wkiaq;8)5
z#0dxfMDZigVvfgY6n-=t2nEA=&EH#+874c5>Fb*SI!8ry8+*25_sY8Kg^i7dx|#yY
z(^GKrn8L+>LxE+3Oc>nnuA49W7x@7cIQQlMiUR95=j6ng-WfV!`~E`0n=qhp+NKaB
zMZF7*MjTG8czQeuog6G4186)MNV4DIHsWBOVPm`l=ni@?d5zcF#ojNSy>`Ek^LIJk
zNu9R0O06PQuai?h{bf^FNNF&T;J$F#>~IsH_<)PLI*&Fuidr^oErT_0X2lb$kqJ1L
z-f7-_a2)~qGMcZG-}9|@=W5hn%(C<+G-?6p^Oo%wAWIM9JnMnMTA;IBD3hafJYwP0
zHT`|nvDh?h#<1au08VAGG^UJhxOknbbl&T1ypHIjMC3gVbB>#SXObpMx{RBS48AX9
zY9&=tvnxR%b<S^QF>uO@KrKQ6aSyD+TA1Yu6UgXijzV{V>5CPqs^T?YR<})-nv1L4
zR=WC08@@1V#7)o2?wAt6^+k!ZVB+?EDKo&-N?c??D%(j97|=pHl)BUyi}QvI(;2cw
zO$vjLWn}XuWvLmrOuncFsR}dZN5H!aUWdU+rjpv$p7cdCZ{QNL^<EfBWgLT-w`-2&
z>MUdMlz9=qom6bd@%Q@SoqsDHGZp2|i{!XWIZ`U$LwLnD0UO4)PG?WXZ*bO&FniED
zI@ovJVRv4stX?gxs(PAind&q{A?S8eJO91`0NgRS8Zw*QpuTYKo#@gu>Z#b-Wyehp
z{x7)j4S)+5{=UBFENmmyoSNp-l(vl_^nMiq1@srP+<jjL9Cg0|Tv%4KSzA!o29S4z
zvaNhQ9!#7Y%;`oC4<~vt&vN_XeTw680NFZ?W~s&P6*Y&`7{1HU-DnP;u6hMpxXr*-
zdue3n-En}T;eg8bFa4d=s`j>fD({V?4ge*ZbLW;|bxy=r(#X(c#`RRm24<TH7bAw@
znJkP4l6!|i%(Bq+bIXg72z~{oVOLTfD+qZMLWBAa?9$<v5TjSG13Nxclv!SfslLCJ
z^NBGN3}6SIF|-2|nzWFL7o9>bn(hc^*_r3+#GY6ng_ib$0wk4`=ilNKeVY4~U7uA~
zZ_?JP_D2-ILa~@m51X3U>r`Y8hD}U3RTz8CgX0hTetot~8@gJYWJ%0(VH}5ul#s!u
z(_jA8f;{hug06tKdclcttG|@bSEY1@^k&k+9p<ea_zPJ-%5EZ11tYyK-x#x?6@i_g
zcfUvY=!@&3pG5~Xer6(uFs<zkaEmo#)S*3?eLr|3mNP@yKJburtgR_7bnrCV?+5UL
zlJeOz?jhsCtsfvtKsuZX1l7cyT3P(?j}a}PWPZ$U>4RZ|B!Q!CP%RdXl?nAnAzg-x
zPM`c%p)IQV>4Jp<JwcU5+H^(ncW5)k5&^I>O);y)9Mmzxw0>#k5$`r~`?V$T2weB2
z%Cc7HafVF}UMZAw92a|mradU4;nxj+cvA;tq26u63o}iy%Zv&firS2L5PYVAlI{{z
zY>CMFCH@Lw+b)3|(-b}kMxE15YrAh7-=#ssW-*W!DPA%w(`=;zC>>11yw)_&CYP{G
z?uaa+hAYQ)j9SDJ{ie@C@EGO<2OJ7eZ4v*wkcq9^EyxZ3B#ry$t;&U963p^p3*YE|
z&5$Cw4b1w@Bgw=s@X;=xRJ(GZY&L1DKqR6`drx7{QU>Euo?1ZxA>KyUf<a-}ox$(+
z0=L+Et2~;AKAL$2UMyXac?^SraMMhD>+Svv(&1vp%Fo<BoMAJwDp_?SQzGwIZG;U^
ze9LpZR4`GY4Mj63q$qsodui|q0R0N)Z1hr(Lblp;%g=hs{Ewv<ZSiU3jA(I`I${)W
zOm^zM%ldrHol@$KhO0hqw3jo#aM#tODltoM5{|~J;_nJ&+n-DIp0Py~ua*X+6sk4Y
zI^5W46|=@r#*VwcGG(eEHiT^6Id(_PH(5L$o;!hpH)rY188=V@iGqJDf#_lbWu1R#
zC=V~BP6W_R>ILlg#cP$lz@<JJu_ei?U=)_GzK?>dcwW}JSRxY9Ls0=^eOYDnOA1ab
z`wb;Ua%U(xmksVq(u!7DnVio?dF9mApM-5Dgh&eHJwek_v3h;)14R0wz~|W+J>);2
z$2;h#s3YJ^O3+(}D(F54MnH_`fg1$M>pVr?2RUGBO4-e3h<tw=W|vLu{kau!EivqE
zRJ2MG|FVpI263p-ePW9scc+-Ng(F=I6N+Aj<DB%B#UoQf51d3h{QiX4|E_w_`x?gu
zN|t>xMy5X~*|9fQ>VN(YPssqBrvM{@m$^IIZZVLB8pk7+G<Jm|{cb^;Pt8R5O(h-h
z*X~-GTQsGxU*#TGm7a;b&w5%ArEw4Te3jlQVgFZ<FkUD+w!J*bDPi#;qN6lFkMo$k
zryhkq^RN>{>GT$if$&81&Qu2emf3(3O1QV<iq!R22@jF;s4<4TqFjEB_@SDyQ3$n{
z9+(38&V+a^7%<M@fyNh#6mxJZmz~mx%U5vYc!rL3OJJ#e=$7vocJ8%opZZ}2XfXK`
zm32_MjS<*b92_@yCiHo#RKM5u^M5Pl`|#5uX%WgA!&&8#x1sk1OQI9}I~@$x=2LQc
z+<Q=%KHWac2&WxnD|~r+tbht&dsSPeYi^B~IxR{zt6W8`I$QrMWxj+NGbbraK74)w
zUY%z4ud>a4y5f>HZgJo|;-~T|abPoobd<K3wUEhmmax&>W<pBEfC$@DJ`PEXnTw7N
z%pjYR<Fcm`8&O;rCLk*~lck>>F_G*|ZQ!(u`7N4KoJvTKIuFXzIq}oZ$8zHAgSTMF
ziWrLHvZ5hHV-O5Ubm$M&vRxh(1O8{##dY7%(wY#K)cg$aiWj^+VDe%+>$}hiW*E-d
zgkD@3a6{B8qzgKb5qi(tXS`XLQVei)qL6)`WE}oMN8aFz#vo3*BvWk-!}-i}4@Gq9
z2|&_}><Lr||G9AfUv7>~CKVTuxc3qyd^%eSCH3jBO8zrF%N}bwh>YbTQLJ3_bdZdC
zu_$xZOL~?7Cka<E7sUdxIV=+R{^w4sIHMe>`j*sEWklw0zU2g;v6}U462*Lh1EXnG
zCeTZgY>Soh!7WpPXxP7|w3)~=(9{}$>_r9MIEe%}e_nm-3>Y<ugXg+X$Eiub+No(d
z2uYVrJ4z`8@*?)_8F17n_r0mbUs$g>-?s7YYGQjkQ#TPfI)X;SvnKbZH4*}*1TYbB
zV!H}jn>Appa8Eg28wKb|CcI}hwivJ%6boYm7Ht#&MTh+BDglVCqsQASt4KJ|+vJw5
zRYZ56l2nPYs^~s(*%&mYU?{Aah|Hv4UwI#QYKKOmf)YNX=T(Y<oK*L0BZ0NRq0FQ7
zSxH1rpb(p!4vu-*c+{{UmAMHA14@Nnp3g9b6oL-3@K+V$W!9=f*>V;0>?q=AFr?oa
zC*CWHw4x)m*-<9@DjP+|dNb#+2^{!OjUlnYz26o*^zT@CO<53xsv-$(f-8%)e*ISO
z>kiqN&WrOVKSu|93Og}O>upaxVUF-aW=VMBC<S{GvyL_!bIweLbT{;NosgjfnkoDI
z)j7U6kvW5;x=40n*3z0q;K}%H9_F#Y(AiE1nw$Oe=KnleP_+N~G$^F_Hs$C9hC1}c
z3e(a3Yk-wPeq?t%fy3ytLAKclku)#Aa0Gvr-b?&7S!MzX-FM9INHaZ=8%e3FR6AQD
z(h?EUd}KrXkaW7er3+DQvxR@wCo-ZP7tCepV0_+E>ndp<0HvcYG4bBXtg&K|(1Rf*
zIW(r$TX=r9?kJa#A7f|mF+;@qIdWWhuJAV6!<7?1`)q)TkwOFUy<cmv<|o4v9(j}F
znx7RWm1A)~l9nNY*9?t@b*-uWF@2pE!t8O#E#hHBV8Eo&ew%*;%H+sTrchW_1-tK(
z$tEd(rC&U3z3BgQiO}=z5LP<w;~fZEmyeqmQ1ctSQn`#Un$8e0dB;+5?=PSqBWBs3
zgP5qlwGd821A(ssr}+-j1*i*ntU8M9E;&2-u*0ZIzdPP!z^GAl$-H@{g&j@ex~CfR
zjI7+-*wqh%_}Qh`Sv{mMKPKC-3U&?bXbHRoD$2xiG;z0JF3pFZ%Ew|PX>j{R6g)>m
zeDG_E25{Txs1CHytgoZ<3u&O^<0!f98=s}%o8%GZg;;4Geytg{ue<IPEdONWF&QUw
z_rd&@co}CBitR(EC+x=+Wn1qmm1G#_&4xJG-zE>|Toj;RWFBo9AMxKP{Noz>?-aSS
z9R!-|?KTDRWoLJQe+Dyg_!p^*q*7gEYg_FzS(x0HW)xr+)VvvkwAya%m4Ji!d`@3n
zG~@h%vniih%)>IC<a22ca&Y}~P<2a@u8lWOc9L{gPLR!|^^X8}*W!Rv84<1Z30Fsv
zYK8pD*z}0#6-Qf2Z|Org5gy6x@eYL7GVr2ht<r?qw03swkhX*6X==AEUWl~VquR)b
z<3k>_t#6|U(wkU@Y{k3z+UAanbXInt^O8?Fu(_{FEa*?TD;ST&YH44#ojK6giC=x&
zWqF=<r6@%j*zHVYBrXccsnNn(#t8MWrAG#~iO7F_7)zEDSwnwP!H0joVYe~0uIR?Y
z9(U*XcMFL_Xkf}tLUPV9Q?|Itj^s?02^;Q52jZ$nSPNfBsT%DEq58t<y~79x;=sVB
zH2B0s5d7zUZ58O!x|YcT=`sJ-pN&aAInym4vXqCr$e{4QH!Wu0cJXCnPF~8Z^cPa$
zNN40&<Ea9+zptI;DoA@)IT%uN`h@Y+_@!nO<fV+IA7pTej;O6QKm5E>+enJXl=iJ|
z>S!5V<_uJ9>UU+d&(3aQ2l)ru2y(!q#*{D3(BK|-etj#p^b?JS3A|_S8Mi6)q(FH5
z-v8QLw)y|3GY*{^B)2oWpHv!wuG=xIv%ki;D=lo_5pz_Tqk1h#JtBU~fo7sFNNSG#
zA>9-`1M}F`UPs=3U4F5aQ5{u^6Y2%u4$%n2RENF|^TF>5pE%wTA7h>)s!egN)T!3&
zJlOY6hEUOc6YCh8n~e4@-<8@>leclasjK7$YhCR+3rW5fuO8{o<#XD2sZa*-#vOHU
zosfb&FzM4<pv5Qq_A+iLF;TRaoE^3b-?0X=i`zwXIa2*pjdsHRb0I&xuW#6BK;tUy
zUyZBSPQYgQ&+gEa51a6y1TrK_j2p#2pQ?^lA3pl<lZFqf)Hs|1tX-=rJxQ9jh&zT6
zQr%`mQTPE19{1~LI%n~(OCl6Q>_H#|xy%&n3~L1OkF;5QkU>MDYxexe)UIdpcn#Qx
zqTeY$uLpO)$0=bT)&Gh^cymVnn?Lc4fhDQ!l`5%*5hR9K^E>1-nCggem{9e$UtSr?
zufRH~Rx5oT+ByrwdUX?n<a6*;9r?RWRo9|W*E<rY4T9ee%VOk~4FdEB-@=urhy<?H
z<oK?*^&CBj{sZXIfv4J^uA--hJ1G*%@&Z2n-rlt!unO41{@2OKgS1sgD4mX5|G90J
zh}UYSKySJT4@r8*nQXn9017-00j{k4YhYu#O-y7YJM2C}C>Wd-^<LgR8B18DTb|Tp
zRNixSSnTYzxW6f?w&6H8&B#$VFGa3xR^CPh&H|;+cN;Wmz3yaJrzzCqI#g0sxlD3O
zW}2{9?SloLEywK<lembH$#5R$bCa+~Z+Ea>SuK7EDwv4ac+g3j`SbGCRF_u^HUJrj
zkl&x1@L!jv2o=;8OB?$Hdp|8_OkX_BC{t9Y9Kf*4Xh)?HD2<p7i}z7tz*&WOk{n5y
z!oR`St>Fu1@GjbMPA6H*cl?BE6al^Ns3N^$JK2ly^K-$A^?Gz+Ol{Hq5<5q7FI(iH
z_KYw(ZV#E^)%VY<yjxf^L$UWo@i&Q{hlP^on6gHG8irRYieD+SRZ6FHu$re-WOjLJ
zuq^#eY7h+_t`h{RApZi=qx7wxN`{!ENG<(PTPrdr{%2qM7)d{F+yCk-rU#<?x!!+v
zCF{CNy3!}w0iqxMgmo%4hNBZPgmY|#`9mm$`~()}&GHhpc$T~^H-(6dvTdum)2buj
zLgX?yUqY=FP0#t%NT`-gq4p;fmTxi^)E2UcM#iy>2=PRdjE85la<M1l)ji9T8_X*_
zp=&n9e?2i63A@5;Q?ESCVhmfY#}n+`0_Whb&ymcl#PJT5lk*(lfdw4*`L{dM-d5KF
zWtr;Me>Wh~9{~-B7JqHJ|FsJjK}X40ft5F}3nkGci6U=n2{bu9FG4ODel{m49^n>A
zDa|HBFfyCbDjUG_gGm17t>Jv4VPGcD1?sOTJO0u|Du3s!h394yvN2v-$NtW-@A5WB
zUsrCjp6`PfV1^xHKJ^D_G+o`nAOD2j7lTXWx6#dn0~Qj&0vj(w+s-9E5iaZZ9?}sV
zhSqODt#sd~y<-HT_oJ>c|8WyN><fil;I@D*@c(!V8RFhF#$JfgBuqU9){=0A?Bk!P
zB9UwZWTLci7oryPsxxHu1wO~^u#?j=a8!WSNSWBU34=$wsYFU<8f1nGia#OO_8QJz
z;htm2`;S#(@<&9<2*v0G^<cm86ruSP9eKG_hD~Bnz19CgwsmDqd;R%2+Er-pb2fR)
z39*I57OF*MD=RT<DBd-7wU%FA0Yf&VA~Ev=_B*?yx)1pzJ!!B1_sz%V7N839@SUuP
zV*8!{w|3BApkwl=RKlBvB#hrZTQa(*EHUgEHuZ$dl*NcG15^mP$oD8sm61t&p)?eq
z&yFe?F^F%cb12Awjuel4nqGm3Kvp-x&mxG@M7Z4O+nhE9Xu19sLLY2aePK|1*pU52
z6BGQ37)26R$gdVS&>J$wT$2xfwA1BV3JWJr1W5C3trL-NZ5i@EE9<s3V)sN9#>S2-
zaa7K1mu&g@OO(EE@WH-1SE8Eu*rlTLlBo4*RE^L8`_<ID!MmM)0F-{ewd)@a1q_Ed
z2JF%DVE+A#?gD@DDzoXMuos4dZpO<6@`$R{OlMp3=0N_DdOuf6B#2Ztaevq*J~~im
zpx7ucN1W<@#<r9C;SY~GY4j8rvu;H5|F^){6bOuG`6FjH`W#uDA|H^_g2MZesgqKQ
zAAp#?aEFEca?BL?9c0aC<C2OB+a$RUDEI6WTW!50Sv?qc+>=qFUPya6VJwL6sKpTP
zuvb~PIDheTrK8a8uD4m^z7VXOFn6|^#Cq@ruuXSYOIS{>E~_&+0^a|-9YJ>_&!ul(
z=UnGOT_Je&nxJJ`)vEOXGEHZ|M!pX?yw|Be-tF|b%NEB_DN}=FNeP_x#y2)91RtZ3
z&UUkq@4yTW=Y3ZVJ~v?W0APMCt2_jp*~qV%ms-I$PG_PBn(n&YK;8dS<ObiWA=hoh
zv>t(JBvAK$?RFgY7WN^YytiB1xJhQ{KJr5(aGyE^+}LUN4J%cG1kP(ylEJsDr7tQM
zrA+xgShv3=h>pe^VMB>|+YB<PP&<pjH2r84!GNxy{K`-T6*7?oBFpmBb&nvA*aRn5
z0DVUbQZlz4g~FS>LdZU9xR}2Q76>P4s}|kfz)P}!&Ax=_wx3;JPoiT*hR;ITyCHn%
zQnvW)szMFkYPRlk%7-GYn6%GE@F_xDLqD%W*v_JmGfsljsZM|YWL1M?Z{G80uv!i@
zW1ez1y04-rjs{ZM(AO+xfJWU1K`}4jyLu$bp5%E+0{hjV;zaT695907K+_FL!Z<P%
z$7WzU^6txh->gOI5io_wWKnyE?}JYJ*EjaGdQW$p!2m;le|%;b+aWN?XgT%jDFiO@
zBHhXi!^LRq22ARY1921-a*8x3fiUCe;(lr^Kq~IdCYqRXUHu*&8!NM3V?)8AchM^O
z*zrgw%K^;ZCSbp=yfgkhPl>WMn){Iv=V3Sk$g@15QusCj5ma`t#95Eq)^vSlemmG1
zGCM=sn%z4A&8?)WS_upi$=vJdvU=29p>~>uSSgA%pI>H+?zk={GE8%d3t0YMqfM>>
zk_G^H`!as$h0JMoD+xe+Gw`bJSo6RK1<Y$<zZen~jU8uUG}~HeGytMEz_<Prs6@~H
z5PG<0V7vXE`0eQbh2NGWOZ<>K0^BKre1IpoS~NBcOF#Di%7B0O4s4I`gJ-HDr~+gJ
zK()@Ml1$anp$z>zyi8QmTdGhul+O|o`=cHEAaPf|sK*n!($4<qQeP6uK*)Ex1?A~V
z^-8_kVSu^%mi|klYqum8Y-WNhsIjy1lSl_eAnjv<_<CeHzk(M2NN3R<bqQrDM%9iJ
zbo#&$3+?WwMNQ#m;b`(k{DRepw2otTS<XlpCULO^q6)kgz-w^xk2AY7>AZsi?>s^f
z?O6AN`;Xt(1aTyw)Z5+Cz5Agv)a9QjP{4$-9&b3JLP}XcMQYGoahT$q>ij!@a-H^K
z2@o)AsLOk}GF(Fg$8VQ^39{LMaa|w=K-l^a<@%ng!p~-L?68>K9!c)QdurWiw+*uC
z>RfX%F`8ilL?r>>lwJII<bBlWY*$=djLTwi0Zf!So#1k*Rs@$k<-1(P^AEER30o&@
z?nG9C$G`DS8M#<2Aj!YQ%-<irBXXl}-&;osTth*jL^D_IixNctp3CPg1<_=gA4>q)
zi^bqKSay6G0CEjEQ{O;*mp7?G1wLuv&(ol#h){JRw8BXi41|>rV<Q%6Ig%C>W8Dg3
z0x>ogXFIBPwY@^g-_>zx|2aQ-Zf7%8dE51h=9h@3<)rArrUSZP<E2U$hDgh6KZ0K+
z?=7dp+^rP>DLBx{)3CNKYGN|Cziip3njjnL>q{N$cD@c=VjrzOfw|_ajSn<Bhb3~$
zAKE6okJ^fd@0(Mccl_>M{SKU~=dT)}kg?6~!XMA{5;jvc%hflF*^g;+Nz=VYJd9<T
zwSF5v)_s*7=FM%$qFi~}!<aXq{bg!AC=Rf;>h;ADa=#jIxI(;n_s}g7K+j!seb2A^
z<iY+7`VFAB7**XP*{6#a>jwbry8E$a@WAp);r@=b`7I$xR{$9$93Vq4$R4Y)py8>p
zk*P7%T_+RvmBVn5OtXP5TXJ`OfDS;a)7+hf0N*bjtMw2yi{?nPCbB$X@<5St`DY-;
z!$WpEOydNVIhL<g8}00%Wh<#$<y!W)ZmYKv!uRVH0-C^GfFj0OOZ-|ZfK75lRb;}4
z;#1c(e3XiyQxD_(0@F5*WPI+U+N%za<$?k<B^BOT<}N3B{6b%HdHDldeiWAi4-E0_
z<YQE8Z+rysi!UX(D+0VhI#cBN5*9QqKdrQdw}hw_z1*w{`4*|ULkhk=56So5nv3yJ
zYbtFq<ye2fysyu465Y=GfwjPoE#2RCM}r8YjSV2_xiZ2itmZTF9}|PWl7c{hjeFm0
zWMn3b1DK6*eTQseYG%fH^6mD1(N1$`q@ygf=8^rr%=c%%XmLM3ShP{Z@rngsNCBGO
zybk<_9hgvXw{QLZqQrBgU20Ho%=m%H_u@-}$5gtIKCviZAuHrzMK0^TpPHItKiV9=
zzuvK|a5w$VaeIAgq|T7U>dgJ(h4mBtJ=XNk_d|b_2L-eh_-R)8Y=Hon+NH!_3>bt|
zPnxMFt|2e3;&{_t%XM?`ab&9xP8PX-A4{`y*K6<cL>P^4wWRsRbhb*s)CZWY*JN}g
zvUo0;<b-_}{RG+5!2(Wzsvk*q>-2yxgG6)(T(_QLt8zc(26UCJH<aZS6s+uECBGC`
z(6sBHuOhu~B?Van=6#Lp(XDASt96_%wbNh65yD;I6V19MZ@1ezuzLN`wrOtl;M#1@
z$78OGQ_DL-(1VhHicZu5{?GLW%<y^#zDV+CXZm$2+GKN_q=;!gJ5ghNe5SZT({yv~
zUI%ES`2gzkLw2KP)%5DQL8R&|)7I?7>Hrs)>n)-?a@(P&d+HT1v+pR`@*vQ5OU7<I
zY_PbbAdc1au6E;o`{*gU1ipI5<CuAeQ6kOe3;RT7OM)i`I-;`n)aMEk5TDYH{Yr3@
z>0{Zn|2p~1U%yP=m*euR;>$bxKz&p<?`-2+9uCT25nWj<gwmHOA5H^Z(a)dRaqu~&
zYfR%V74{rPH0_tZ)xq&u!!uP3K+cGUY?NwNZD(L@ma^Pxjb?fe0iG%(nqWFjw|N)A
zbYSa}j^Du`zm9O~!1PIYf<>WLiYl@_%U7rA8d)d)GwtB;EH&#fr=!~S@$ZxO$8MkJ
z7pp8Mk!*nWsm0pW6JUIUiJ^xfbFC$ocuu7$Fe*vxYIP0e#o6vC7r5kVs<Pz2a^ea0
zUnc<%yt`fHY4UBx8WD6zYTL0av^nnFVDWlOjf}j47>cmtRn0qPEVkaI7D$^z2i4~#
zEi?8x1~8`LhRlk#zid%?*kpT^>8gXuo2U;g1_l@$)6TJunG>&33B5{EaF4jLYG`-}
zkn;7FlJ64avWz8hkkbuceTgUxWdzd#O$Zlu%;8=3c6L9sBATJqvQuiy9lG>SigF^(
zuTtE0RT!+V*B35fq~ox>!UQ=_FWNc@m{*3o*4fWnXHN@Rc8$#T7r|Z9g7^-1Ky%d2
z<if%`v&q#V;7)$nOr|<7?_G`W*fTPpA50$S5h1hRH&EOLPZGAiA)^1~5c-C7vuTSf
z?x?SUEG4eqrK9e2r}}JD+WC;1cQB6m=mD6{iv{s}o46Q>Vz!_$uO))*&AgO3(i3;{
zuxIXcb#wgo(MVh6TBk&^0;D)LsRx@HjX-@IH!xhR^I2~(O^0%IH8Zll)3)&WN4{X+
zj94#OMM0SfekMwf0+RUHxU%GrQZK(N(|$pZbKICu>JPho1RC!t8|FX}895wN2sPEI
z2frJ$kqnX5n+qyGRS+3y=#Dh+aO^`LK<G?1B|O)zasG#Ly?ksO@}?JVt5E#ovKqxj
zS-*Pyt{_*7yVr)QKov7Y9<F5Sg3S$(`@u=xH)y~th*Ihz&}eGYh)d>!xYd0NIftMO
z7CvXKe?G(U8Dg@&DcO?a)uXNr4LM#>LqWgJ(6Ug95#sfe#mb;5HS=C=_E3JIKuNN!
zlGy%+o*aH$96lYlpNLG6o@(NED|Kpjyc!yZY9kaOVq_g`WqPJKb-G0!G>yDLFFUB>
zI@?Yu!Y0)IPqFIptonGI`*;2Rh@=m*g+9>sParH_W@PMuH$T$=3PA;6M6BH=o=k~s
zFp~;%BDUZwGZZUIrgyuzbx9xi(+k?ynO81wjnE9)M9f0LT8p@(A4`@PL%EfWxtlDP
zxfRIC8eYEPLiaJ~AIB0y`=yo)C*82!Ht@X14BeiOfWBsRXaZ?;mQAlyI#}1544L5D
zyf^BOfN*|MlKm3ASdCmJv*_D)TfX0Kr=_SSVB27=`#%J~=NdAMc?H-=$({-!Idh9d
zRF7@Y|FN(RnO6MM`wSSW8P#csgx)|z-EIZfj8n9UFv1l`6XVHM-*57^8WGF!h@czR
zp&M;t;Am%t5*g4RdY9+xWlTSVHZEE9oJilI5i?d}NL4Gc7=!pRe=gQfcJ)aIRXtjK
zDBkr|HxU7$#>+hFlSZ*F3@XF)(RCpH#oTkTu1T66V~~oLBeARdK`FV$5<(XYRBPeB
zU8~Fq_K${<!H~3x1P9K@m7rik>}mdmSJ3|tsVwvfE;Z*wz)<wYP=qfFGIg*(F)G=2
zzlw=g;&+L`gRgh&(5&=D<;QH*e#or6ezy?QSD`f<v$Ox=`*vs#)*Ah~tza9QW1N{b
zvm&x}2&oIvWGVj@p~_koG?5XvpHcmX4>}TDtbG};qgJs{xLOz1;6vYx$*1i;yOjSd
zHi^zZ<2`I17C63-xxK3zy#GDmeRH9J;k1wQ57Jb6OPSc{rTxseU!0N$%T&=H7vR4-
z>>ndTO&)-y_^UqR@_=EIkMY4evB#dlMSHWci?>bzGcft$OUBQ}FcPY^BZ9Z`ee;=q
z5Frq!vHA^5d}NIJz!tfw(q34rs+aC7zBPxcp`v(LNufS67ETH+AuC{?A*nW{>`aF;
zjHQiVB24c0#S*Q`6W??jw@nnuyJuT2gGECjjhIn{Dnq#iIr^1is!xO1q_qNSM$&j=
z2)o(M+@zQ3Dui0L1LbKOL_!PG^U2<n*GcHYhsy9cdnwLCaKN~4KNRi%M!gpZ{7dZa
zMbZ!H0>M2=4^u#A3)!ldedmmjN0-oFq&q%u>l4_7hYV%j?fIQ2+PgLppL_q4RkgJ~
zJl_i@eSZx8pJ^3z%*~AGz1R$xxr_pQsFb<7&-J8mgs$>B7~-5!*WR;k6IF02c(X|-
zkh`Gwwm3?cfuZ$$#I{8TL~-rdU&&p>mB<8eFJ<(%^5+qgO_B8&o(R||j;<1hd@d{1
z*OZruAG(A!MK$2$3F@J+?+;x|U_^plxEQDiZ_1@@#Rj9W-HurA5sHvWhx%@}&wKxs
zcmWaUf6CrZ->Oc7K+X9dgJ+~708TJA#5Ij0h~rVrU}b+2EU54?mLgM-+rgX(fS)f;
z!ZgJ-^dT44!7u{BsHfe$<WJ9`dL_G_VIn6NqwXq1KbcpR!m~%ReT2Hcuv9|4d|~86
z275M!WoWzH!;2o6=9SPIaa38pV2MdW$YvK0FOZ0@WDgmeUGmLJ|2zcf8G&~%O2K%S
zWH;7A)z;Id1txAM0=35?fU0D6V_ZKYWx~oB0GRA!r2Wup+G-}oJKhNQ=i&JDmH^LR
zP3)g%d-*JgCrCW?cWOIhoJ4K%$J`QNmWsd_+*yD@RvnTYY#+QdYRJ{LzX$9P2%f2&
z;5yECaxxS=gMcy!S@)F<?<2K{sH|$-rx0=zS@p#r*W-)T((fyB-a2@;n3b#Z{Tz+O
zjxUdXx1eg`(X(e*{7Bh<Z{;d2;5@?4K(%3mEFknTY4DSd@S8G8@0E}0GUrAQcNbt`
zemqT6n34kxW#2A%O8+Ad?FMZ8v=)NW?nX)YD*h3KUnL;W7INAO&IpEYsKD*%$^An4
zBg=s`m2@JoL{(~C1p&;ZXecg<lUuRAzvJ1hQq+RzdMf8zvZvv!n@OcPGexL;O?*Bf
zFHi@2;@d*(H{d!yqjBR*BJJBRl!^$XJ0}y<s)YzTbj1U=@E9Eha)0mQ^LEsm4*AD3
z{1~8Ip!!XcojLvazdt=70GZoA4`|{{90UyB8>m@3inTckNoo-~^)$VVtxtyg9deD#
zIEhfvjS~?h<6|z*V;CFWLfBnq*V^D^nlT`l$lJXnGUgkPpV7_I!Oazr<8!yK5JI$B
zbT#bM5^FQXi8FM2hRke~X5tX%i*<%n$4|y0ShiU6&Dm*HCtZRj?ySQggpO4COAwD)
z$@7Qn!v0ZV9`L^tv41ilp8!}WA@(47TL?<_%3giw_buMWBnd<Hy2Aq$9ArkcUf&@_
zf{V5Ar3W)oe)l7j3o>&381Q`y0i)Ztvf6D+iA`NI;D!&+A=X!zOs}0;2TA(VP9vL6
z0-e&CW;{=J_6^A`xDNmDu1skdmjps-82)E^wAh%JYxgge!+z&<##*&WCPYP&=sP5N
znM4z#dwLZ9xx#}U^4QP#muZNH;TRc&R^6qm(u4J6Pz|j~zS%G+;BD=P`~$#PpD@PW
zlt@<{<iGj7sSmxo{j2X$*26<b{3=~VMU>3<VZ=Y(rj5}n53|LJDZ!~y_&_M-Rq0IU
zNPACzrPuwg0`45^%BvC1V{^cCnapo*Ta%OGL-qP_U~Wi89z!37y<fBjDWfh>%d8gQ
z7_>Z(LC8@yQ-my`4zY>Heq6xI4V_RzF^xqTqlNZ1_Qy%pm5gA2sP6mQf>^dr!U(t}
z>F=s7y+k6<e{)2S0QTG-!@1Xw0|JhG02=LYM>!A|{7s@hya3OH!Uhrz;tk_}w-!a@
zxjl%^k?~Q5`59h51%4YT${Eaj@sMzjoI_obw-ltxtEi^Qi2m`FS2=Y*)tO9i1PRY1
zdO@Xw5ya5I1%i-HH2wm|eu9v*T{h%uLaI=Jn<&t+SRMx5%hZNjohY%MPywIewDr4l
z#Q8q=Xv!$9dDs&~7^_9=)(B$$tHzG-;KTisfIJr6A6@{^te8(XUIqa)coZTNE>a;0
zY%(VseF>~~{KR+)I2e%X5F{pAzw?<g;K-%zP`{DLck`7>%4Im^IOd246b$RA%l%M(
z$tsTr2=7P2F$EO1qh4*4EKng{8u1bN^DxCt&J07C_;L)^P)S3Ypsa5<dKJo9Vl%_<
zXQrHewNp(gNVGNoMJ`Xc#*!aVl3zJOA5-7<8E$%Hyza(KnCfxEc;xdx7QYAP{%MsU
zRR)Pe^gz5V&l_k@w8Ab35Ms9V*QcWgmnrpn`Y1u35Q%h0oT%EO1z~og_d3*h8m$F!
za+1d!iEDczyUrvnh-D}x8+&}(cjPOD>@lR%EG&;y8>g4%dlwF9&5=&_1ut7om`jPv
z`NI|c+^f0`Pe?g#BO~fWGW~^ly1%FqBGePaIaf=bwj%jafJV@5P4DS_Op180AygQ?
znOc8Y3KHbQ-e*2l7XDj|?!f2m%=+)vg{F2wyyb-kc5=|utE|F_Z;V*BgqSQG<*{*5
z%t`ZPFjUHzq;zZ(TiPqq8s!*<0W~fq@l6GO{ug~Hl7fLbgaT<su#B%#3@7(FfO-xX
ze=`XG3W$4uze=e4td1{T_6m!aX`Az_kJ9mH3mEz7O{u)q1S`7VL*Z-$_%+AE^!wo8
zPbFqjUK<`UQ5)%L3mlG4x}^fxd(ca@_Qb@ruLd|vJyU-Fd8R&j?DYo&V9&Mwddvm@
zA?W0P9aJc#`}e<%tnmxH{56zg#v-4N!oewCs-K<PY(YYpZP;T8@aW4P0*v<3c_M{D
zo$2IYuajn!_IO93Pp9Nk0fCpQ{cQZ*W$&)aD)fxM6bRT<Iod{sL01qjawg{rA7Zoh
z36%<L@Ml3{u^H@lv`=z#cBl5IuO5HV7(f<KU0+BF5a-(*)7by<*W*ak4Ak0)^JfwM
z)0wy<nHkDI+!Ap-%8$<mW4NynZaZ-(Hyb_-8Ax?gB$dptorQ{I9Q>87lOp5?Dl$?&
z_;#d4s(&kXy@D;sQ&tm=-zMBoHRaBEU)VO;&6uQ2sf{yTgg$sbNjzgW!RDP+{=0b*
zZT6|Y4LA{9o~ck|&&s494T~kC=&iM17A{~sxI+FjeB^0R%!3r+uZ!egFJuG5iN5<`
zDmVT9<Vnl(*4q@$BqR)HJ`0pzt!muEN8ek5Tt{1s$!mwRoBZ*hgd(Keh%b4;K)S;J
zQg7PMMAqisb6dedV916||C>Y*lW63K17E(!k40+5DCPXONIo$VV_%l3YSgBsmbXr{
z%8h9ICCqT#KjrSd7N1}_08>JzFNm01XCARaY`K>wD`a5$x%4dwh5q#^KaL-Iq`Fv-
z|4U-r^OwXpd}<9G41iEq@{@D(O+ck1wC;D{;9kKUFpD<j3owiJ%9Nk~_oX4Y?f;%d
z%T?l4`uQnK0J=f`FRL*do`%~PwQ{m)<R7jwUc!BMR$j9?9UwP?-ft{&+}0MlTkqfT
zUaP*geptjJpa7mSAD{y5o>DKa-#?)uyW35{<G1^reps{`r^lLirvOjcKeOGAhV)T;
zyJq5k@o?t_!9`b5Xmy!hw+Tu-!{v}En3Jm~Z~qCfjQayvy6E(663WYC05plyM)LUs
zehE})7n@Gjx#nED0n2M?F)*7YALMHFHaN``GG7gnIaz*1Os;5)G`>ZsFA?&GvN&p_
zi%EPQK7ZT@f6g2Ygs?3K6}_EB75sWj*|#_rWGtyHY*eXsipdJ%VY_?*YSnH)o`lO!
zZUKW_=1e>=PwUMyH4k0AG7{celCRceB#>a0ZQsE?Wt;V!gK{ptE!0f%S9w@HrtF&5
z9H<qj{qNVFv!Yy1OE%jA6K9KkfLWMsQ{P=_ZhF9mK%8*O5);g22F-lJJ~-?6!vRQt
z%pOI{tG~KirJ2lX_s(!0DNnVNO3CVI0#5A*si+t*;gR5G67Qh7`Am_8{V;KdwsoDJ
z;~Z$E(D@0B>n@wt0<68W20s)8UJ`t;nEO5f4>K+G6m*eCTmEM>?aZL3`EIplGoarM
z0x=j4fOZZ)JQQeM;5_H=!5sbl50RJMP1NTPV@<AgK|cedci5UI{{=$|<a7PM%%NS@
ztbG{XK}`98Qvf;F1Q+!K=?LVm2R8~aG^%LO+UDltoYyC|3KkX;;9ILm|2I}GX-EYj
z_>Bj^NXu$#d8mIRr!~bW`+-~MoXxhzjR(#^7CLjepz{BnYBl{n+atL2Io;GS-7+Pc
zuN(LO8Hz`Jk(=dj*xNpf!rVru-j&>dHOa+cBmD-Nlw23C-|mbuZUXIF%X`L+J28Jv
zn726jaYP;-myjeWpNr5S{Wx`*e+11_0PXpgsB3&1+HM9DrAgCsk(>Lq==z!&RNCl-
zx8Suv>(KTSQ7^CMn8Bqs=){`mz?!)On-fNQF&7k3fHhV4a`a&mEHEIkNVWQMEq2jW
zcR>c_@`^tdr|O<F`M^<l-UP)Fm}nU5em_yw3Ir#>Z1^(-+9p@P(@fL6TSTK?pxRqL
z9fsr_OCvue{~7}$|15g;aUEF^O(J?wcmHQB>|?|QvsJrC(i%?mJjH%L3Jy&`K|Ti%
zZT17HIxu_rd{q|QuX*?*^`NGquIDiLl<fw0<_7`ABMyW7B4qvm7;yaIx=*+`$Ob@5
zYc^jun=3VEA9Daf;{WgX>SJ@d!qd?rz=rR`mp(V$uHDJ2dzN+Thfpk`dCBWQ{mf6*
zqA4pUr|ef1p3MOVm&0-KIWSIo|3_;NK-fOuj}P_xyR()cfJ(gZz=PKVJ@u&=vi=WU
zuf$o*<3Lm$MJ~I44@6~Qt4&w<bCI{r-#-jmKDlb$2z!`%>Xz^DA}bnjTl)(E*!GzZ
zUKr!g{oe;wsREf7>b0L<GoLG{6;Kmv2fnx0t0=M+RPo!8Hz-($0-q*PG)qSl_p3Eg
zfQ5mIhj}7a+<b;tLRkT24D?ulEabK|P~b@(%vXH{zk(kdrm3=zo-@cEs*TSht3UGs
z<K#5+KIJPJZ=ML1a-dx}>Q{^26KRZ3M3fi{Nb_Kew!9W`UD+UiIfbknb%!jx&lf*u
z_Z<q{`a5meB6&tdSv1&^m7CoPH-zu+@EW;4I7kuv*MQZw$SORbZz51=vSj>%?5P<B
zhxvHNfIA8-K495BAhFAl#Jsl+q}LW#^DKavb512)^;`u7uI+niDM@sh7^?)c+1!_P
z*2%!1UdT6jUbR-2fyn$>f?+BTgk(`k0Wb|#xmjDZ*{$9s*}Zpt4>VE@&W3D;Mgc;%
z_Lc|p@brVq*hm~lT2^-Y>dXoM<X|!r5G8{cY|cE93i?x<)%XNLW~xtho9{UIR*S0_
z57N3bItux+z|^8o1G&TF9L78zGdsU}CDxmbU*N!>?U{o12Jccix2zs$!$FJL9IOHr
z05;rtf(_gA{VHRCN98LN$0d*WdR!&I24Ig>j2=#e#P#gH=P{Qj9$-6;>**Pb$UX%S
zLrJz`ES(33E-RR-prGL5ik}Sl1y7lcQ_*8)b6~6<Z8rFKX7fGFS~kh4Cp^HrSx3KZ
zd~#uQBtsD%7$I45nYyKo9s1EWZaggN5qkdbRN;*qAl|JqH=V0+ye_oC(!9G>1vo(z
zl*@G%34khG95BlkjV&m2bFr|K@AxCG?Mi*D(*s}FdcUgEFYz#!+m%K0nFiO3LkP{=
z-@@kN&k=WT=MRzyK@WQc02nl$*o8@CHW$q;2VA=@Kqx>{bLb01KG`zeLCr@vJD82J
z1`FTn@1$re1P<qdz6S)e9<!K_VwgDRd74k(0i!*HRm?gt3hlA!ohQef<kKlj<)gD)
zWG!PLeo5t$kJVmx2z@inmwE+fwBMQD@ydsd;wRy}O+Zw2?M19UF<8a!cC(Q2^>)Nt
z#^6e+t&lv!s0q8EJ)_Ol<qpUFH8JCM2E5bDKT*z1QORsxaq-mv$tcjDKyFAjd4EN4
z&P8_&Y<EnO6^fw>3svoaF$`ev;@8Hc&sXiDw5*MFbux&%cg=%!TjycS+^;A=98R{E
z!|twkaRHg*3M%O)zzkX;Bry)Rxr;VmuB)lS!N$Wcx7(*5aTBl4cO1vUU!=G%M7iBM
zp_{w|`ikl-uc86A@7I6WzTzjgZ|HrFcty!^z)w~~akeibaqgV-_W%3LPdD2aS9k*6
z!LUG6;65H5h*6s_&Y5h06JbOc?#kBE=P%GFL8lmHn*fv%$C^*DHguH75AIh`1elc<
zhiKVgdn>Jw%LoIN`b^>XcLq9l12|g58r}}>SV#hUb?vnD1B<M~69d2`5aedY5l8q#
zU2ASPoG*xN$(*?FC3x{%ySWX_4n>b$Gm-AT1d2CEZEQ{q=};T0QAFFnHX+_$lyKaC
zw7@<}HlmpR*MBba1rQEn^48SlvJb@+wwRTRH{=2wsmroE`|F@J-DscD)S`=g`hT`n
z$DsfFwa*oymfzJX17=-+{<-41b${dAo%v7QZ$)0e_weX~dsgn<Z7*J)DQ{Kv+^YBS
zjP(6U|E@0bExl<MVesmK^6HQy?!A)iT@M2x-S0~9Q5C?YZ{W-dqk<*6O-llTxladP
zn>p1#Xc5y9qq7^f<x4GT)jY8&@NTeZ#`Vf8=OV7X@_uyi{h9|R_T9ih@8~?RL}8X}
zy82R2=^&L)H`aYy*L1f$u4r!fWrf|E4?E9VZqf+i3(A4^&p=fKVk8fh7ZtkLa=9VP
z0p^oef?Wf9f6epSwo-Jhm~7@Tk8Lkg6;J0WEoFZdF5#<Cygv2&-J9;Q?mGNm({g%G
zc~qB8e_$-%rJ(56ZTkH3VhyKf8grk`v9+H6=210&U|Qphiv6Mq64e)S!KeMmK|5R6
zs9A?9dT$xHxceCgxpaECs)*<^e!cSHqJ_!qFxGkNWvm0gwe4%2c4WTnb`8$f0#lu~
z7lvwHA>F)bGwa`OR#~lkC@g7_ic67P1k20}x$g>mi$9wi@%mYN&$O2U?Xt7RnhcH#
zpSC#RY}ec}PjUXoNf(?aw3=llN@_)@h<=RuuYYNU)!q+r?`DZ?+8!j3>0>zS%{05k
z8;-B2_;E%FJh%lN<HANogf3oc$apFGr1EtA9B1Hhk#&yWTun6_ShV~1YO|RMueAA=
z*MG6??bRm}<E)>@Y)y4DOj)!i@{xy*+;L#5_r$v<aPhjS4I8Dl=z4}+lZkqtpHj-v
zl5G9CqKk5tem>lxYw>9hAIH=p*5#jz&f125h+MKdb-T<2jo*`AALuHnDLd^OrJ{dr
z&i7RR+9u%T0E(=QSWVXydbTeql84_+B|Y3MT72n@m)w(5cCd)JNKSb^&GhJw1h2(y
zH;Uc&Mc;_ET6xKW_1L!~Z;#%r?KbMMuv-tzdJ`rcL`mMLiCy?2@Iu8*pKW)nf_@Ym
zmP~qA`%z^zcgMkb)ehh8OcZaPG2{7B_1Ptcz%w}ACd;3<^JW1p00-`n1@|SfQ@*Q#
z!@FsDu0^wT(tEGHYua@3(q{8md)CD5F)fugM^4@OB%<l2c8}?fEVM_BH8r#X$Bmk2
z?AkO{tNYD7Z@Km<B|Q2Y`ZQ0lhDix}`CO@-d;iG2lHlFXVTZH+=eL@q?Y+46Q8NP&
Nc)I$ztaD0e0stWI1c?9u
literal 0
HcmV?d00001
diff --git a/log/zPythonScripteTest/err_n_plots/IterPlot__noICVP_Vp__fwi_FWISO_iterate_m_allshots_5_2.png b/log/zPythonScripteTest/err_n_plots/IterPlot__noICVP_Vp__fwi_FWISO_iterate_m_allshots_5_2.png
new file mode 100644
index 0000000000000000000000000000000000000000..e37d938c4b400cdd9c02f169fcb33885bcb96536
GIT binary patch
literal 40310
zcma&Nbx<DBvn`s0Ai>=we1zcc9z3|a1%kV~LvRTM3GVLh65QS0-QBqZ$?v{*?m6$)
z`y(|~U#OYc)4jV_ueEldw4^W`G&b~`H*erXz6!{`dGk&g_}2>c4)~>&E+Om9n<Op~
z0bY5>#KR<qMBL7}r{$yM*^h_hL|*UtNZ%l1`U)V=V0yjz4hEVvz+nvmW3K+Q%DQgL
zyo-B+FmK?)W*YWQoR*n+bfeJoizig%Peo*2ZQ`i*uDIQ&$Ffq>CMlx=1AG1IET?9I
z$F#hn{NiHx$;r!$bLR?!2USL-OxDvg8rfFGpz_7Wz>eXX01|B^=7w|Wp!Q0J%V9}z
z8F)9RqpwX>8rzEYQS2}?qKWMNqZ5r5r@n}MJwpPb0%rs~C})f^*>$SC;~Yau_1;aR
z=a5%R&L4Qs(n<ZBJp%>Fs&Td-WSm6l=%|KuF>1WYHtSNMXC507a1DHcyO3kU{|}dV
z`9{;G)G)G0#O(L|buzGr;!)f7O%E<J6f1<;xLOIHenT%mrb|O;YrO3kwTj}imPLjB
zxp5(yl$BcZo)vot>I0##JR|P^<&w9Ag1T8WS02EZq5hO$7y2kELrTtfJ{f@SCmW-~
zvB*Bw=#~RLas=uu{Ydg5ZCj^b_J+4R@6+CuLE<6$M=Q!7b>GPLC}DG$?fhrm{(n4B
zv1C-B_QdI3ko1HIdEIArd-PN!I4cS+bT0HY7-&|9saZ)e23%xHXl{|@3w2(N$d5}|
z5v(zM!m7~sgT6Z&E-=?eHbP&a2s6`Hzx)pukwC|$%H~6IWa0ER$gN{clQ!+*h7_wW
zy@7(6zj}UbvTCTJYDk3)M(I&B@i}qA{6ZdO#ESYlEAxeNSu-#|4L?rGX(!3g>i_bH
zf6pybEo2KMT$g#*nQn-b7Wox+GMCDlMyP~IK_oB#Xdg9#7J49sj(u>FKR++o-&rzg
z%|$4S`Mg30%F5-4MCpxQWd4zO)ECid3V&{RN9S4#nx-{fMUb;#psLCVguwsj3jaM`
z1WnjyV=AGuY*)_901sOR=>t)Q>hjvVe7UIij2PK=5Yl5pGE#0ZTv86@ilKav&N1te
zlPcn_(~1jw9G}R81*qP2PwU24fjU3bCCb<7JCUX$!0g)RSmnwI$Kwi*%TCOmw{}|j
z)@IGjf?BZ%34MPC`GNfpm(SUq@pWxj6wL)`B7r&~waJ)4AELTaOFPeD9|Q7N9~n`W
z<#^5!24H;6nL@u`XXJX4AWytaqezJ8Uh7lzbj{|B63&!+@0{1*T;P!i`s^mOS>zXB
zQ!+A7*=k<O8ugW%zYp&JvPu5!ocOkP=kL%t7>U5`qP=op+ZiQ8a|7Pj>Dv^1ToctM
zrUs`}L}m*zbfVBXbw97aH=@#k9)m`lMtjFRkf$Ubuu{SK+04q`-oGq3*amqIcdzEW
zjpoe-{DFIhqG_bHF!4tri2xy6NNBP|<;s-*x@qG<P1wY~h~;2s!!G(7m(NespzqzV
zEtfIDFvZ*H7SG4QHW<M@EYz&K2Nhvts`q{GUX~+UmuUI0F*j$7q*87>`2c>5s@U77
zu)p0r@e#CZYdMw!Po)q1DI^~sRG#|XMIQI+jR@Xz%XRZMOu<I;eM)%xSAlGNw-wK~
zc7i7Abvuqsb2f*+ir?~WrK8H3(Adc8J>Ws?%IhZ-e~P7ZpPJea^-Lcp!>=&fmWRHx
zsrSteP)z4@KcK6?ioxsES~n1}QbOi8Xc%8Xb?utH_PrQ}2SHb1`s*y{PiBE1#1o@e
z^52=;Fj9dxrAly_-635saHt93dpty2XxSR4a8Ej+4R5wV61c8D=1X#=-yBkKB_bj7
zeHE;@ULyJ|j!6chDmo13zOruaG#E&1ac@^dnl+gy4TKD%cE1-zcwMHgWWv*v_|ek6
z{<d26cV;qBPKv!Q-MqXID<W{GEQZ6GKs&oC(AicxS}=M^fR^RuUMNjt?N<R~<9u$b
zwm(_MT7j$ED8RSfotThMx(W1ozPjEP*jTzxeqQP{=%93b2D53SMUGexPmotq8o!h(
zX?eP8oQ?_X;YH~_Xjx9i3!Ja6;=H^t8Ronf`o8XWJ!L+mXT$GzLBOqZ5+T<`a9Q@~
z4~L^X&=e%W3zlZ0Fe?k{Vz)uX3Kenr7;3bbFLxK;guVxES>lvIjU3Ny#(nW6Uo_{v
zK0X2Er0a}ZQg__~p0Lg6dDR{3{>hvx)KgeD`?DXh0MA+nNJrF9OLgh3b*B^Znu6(g
zTP|l9KY{W)E&ka2e)Qrsz9IC+uagR}cFrU6Kj+XsexHpv7?Dik&iek*^`b16=3%S1
zipi4XeH(4#^B*?6XW_U3F&dh>Cn<!$o@tt!iKqL+xc(nC3wIrZHJr)4m@KQC6jRh%
zW%fgfEFSj_E>di_r6sPrC_WHIv)^k_c{MwfGJw{kd!gB2|5YPCUNyy0M>7$`U_hnb
zU|$gsLcn9a>}G%bc{_VhVq5Fvo@epIa+|capZf7Sp>+G^l*k|UXgUJfZ<XtM=;?t?
zX)vLtl7vI{jVqHV6rq5?Mx|W%@9RB!q&gs_*IhA|^9tFT=1V@)AI=^>uVjP6ETKhk
zyXEsd&t^!mx{n<-AnYdAH$7g(`{O6yPq%Q*PsPkO*6pSrKO9HLrnpRWUmfp0b@(v=
z`-Kn$k_+cf^>}Uuopn7p#88_ZaG$#zo5epqB!Fa<lsJGyTHI({FBxvUn^ObPTdnQ1
zEZ+LixSifCIuML8wdcyTQ{T+xJUQQAU(dQYAoc26$7)#3a~wBLS2Xp4z4mGWfwA2Q
zkrY=CkmK<qd~Do3!EY45v;fz=4u0c$4e5pIA_akL+~(tB_wy?Asb@bp9LL3~<r#~%
zWYE~c!qs^H6LPeec&pb>07Kl1r?}T{JAuwlh-j*+^r~a2U^DJ{EPt`t-Ju#(H5@YU
zoQVxf=HUHNGchT6z7O&^zWMombPa8o`&#HB=Gs@j&Q{`fdbV6J#}koy8^?Gt)y{|7
z8+l}8VVM$lSMlrVAPDh5>D`Rz+y&`7Gvl|43g#sFk%;^rn{gyH6e0Ogq~9D+k@7BN
z<${rF*t*!zx65W&Ee(@$lb)sD8H@Bjiz~7p%HxXB#^w>`mvb5P9Lmn5U6xZig)ch9
zaXK9=)WNCMRCC^5n2@;N7^Rj~3=ccm4916o=yy};GKApJ0_!bq!L=TByHB=sXG*<N
zo)<<v9>)1W*7tZ)9uK+Jg{amq9e0DDT|@t9z8TUXhwFMbr*2Tt9}ds*fDUDyWo6vJ
zl`<MyU?cR_!eVv|x8>U(%a5OY5zh#P-AteV`0NSlE*10_21VQL*9;_9eG!0w%YVL+
zA+S<(>_9?s<q3~7*U%Ugz9Jw7X=65BoJHP%!~E@M2qIbDzofVe*PpMKEXsh2>V;ul
zCoLe!y*m<?r*>`o9GDh;dVe%}nlf4N2Q};c>tl6jA2-PGY-;`S;}d!@`|D*;7q44!
zkxtz#?t1;Z^UOw48;MZugTz=&-}9Ft|0Ms4{p;D9y7;FLWF$%Ut%^$nwQPY)1=Ydy
zr9q0SQXy|d=pj+V6Yhxce7|$i$FbgOEFPQMx#euR30c?FPWt4$+7I7Uxcz4SJbu*w
z02T+!ne|kfC_UsEMmz#dEL@Rs-+dSx6FhM%?Q5V;px#|60F!Y?wkd|&!nmC#(89P#
zNIlP7_?`t?Cw=5#BNfr1$v08PDcIS5(Qakc|B%Dvs!bvxA=&BbvN+{K^U2y;R~H<J
ze)HrM$UWAfEslY&=WWkl5GLs^DVbi%I@GAGvwwc8coKcw4V@#4X^)HIG#e5wXRX#X
zTkvboB8(@>4k2K+^$chPJ~kS~l-(!unbONTtaHJa43L8-AgIXyVL?6Yupi6=1zxpZ
z`t~-4>doucVr)K6u|8WJD<i$}>L2hyX!<?4C9p9e2Om!J-pzd|!Kn$)%*bfJl=ITf
z;w-c5wyNRdONW3ev+V2jhxDQ$2=S0XwQIyUB&P^%2ll=DTCdaT`SW_R%Hg33QXH-J
z@LRAm^f}ZwFI|Ta-4Ay6dX(rIB?1nodgyoEN>*%ap?aNWy{jQ+%Kr0(w49ttV&eXk
z#cjV<^1;pX_S50I6LZ}cQ8Yi1eKe|Z9j+oj%;b;gq9#OH)rF^}p2gn>XL-qq8QY)D
z`w!CTC**gFG7AQxm+V;+RS;{*(~O|1&GMm?|2TbQgcF~|5rC_5H0-o8-)93ilnX}e
zodsnM5D?>q5WyVOl`{@0UM#UOrKjT?XY?%cB<DPgNfYhSf3>;GQt5~*R_=DxE$g-=
zH68GDV76)4+1H<?o>=8enu!_5w5xW`FlTb43n(DsI-DQ^f@_CVx7|E@N#K}i)-93U
zAohK;?=n`)se8DXv*vqH9oO6(J<n5#8nc->a)jH}lH1-Wr0uV|0Lz!H*)f#nf54@4
z^9{-Aw6jx+=e#~31ec9**{-3!9vjK&s*dGp-G#;Wdt9~oV~mC7g@2f*gxj6G*422$
zrGp}|&kJ-!<VfC@NZ}R~XrtZx*_-H|&oSk@X7hY?3ZMY=2sRt^q+1J~`+hU2A}0&E
zX;=!SqL$SzVea$Uloq;YJS34ExmYddp=1|$sy^xtFQh$SyfKaa#qG3{V(ysRu9aQS
z{@9Cx&|BkYtFVW`bKmAb{WRY8qrb-7tnR8FvbgEUYqbGxPA~RJ=F@S};>4t|*-C4@
z*3&^S!EH}2=*S!8b$~IA^#a=ud%C$du^SIdQr04%h>uJMdWpx~a&YrS=Q>A|h!T^z
z<7HKirpsf|kPK}!^bqHIM$PhF6MeXM+bdK)s(To-p>DZ2z*j_m{}kKe*p@SVvx6el
ze0LDSf{nvctkIw%;0JqDbAQAi#;Wts&2tr@VZW;ta<wI41;HmzVoXd}=#*}b_{o@7
z4LmSD(o>(G>ZVYvM1ibsWW-<#v<McLE0jfQrIF9xbyp-Cs&k`7Cugnl=pY?Ru9qjF
zsQTq*8PtdjbzbvG8Ti4NY(Y5Uo#L?uvUKJ)q-0Vh-sBFsZSFQEukB<YcDE?1Dg@b9
zv!P(_qzR*kQC1kZMsn?xU~7@UV%pAf%kgdw-l^A7rGP4?9dZ|xi)Oq%BCu~bApXb6
zlB_?y%!F`mHyjPJzpqi%U)aP(I_f4lVl00A%7GN?>#bi++_o(z@&^fqibO+>%G5q$
z#2&tlr9xyp&-ku2iL8YpTZT_r32E<{xN%hyhKMb4ir@L-NV<h0xGOoCyr+Eo?ObU`
zISS9of8en03_RRh0_OYFPDmbwqYy7duupv4T1Yug_lM!xtdB7=@HX0+B|j>c(<w%m
zERKHtA=|YU8iw!N2<CH!{x?*(3%|^fH?FG-Mp~>6sundM^w$!XXZTuF{`W-|Sx|C1
z7qgrtG$vPNLXVmk`;MHKc(--LPtSS|u9{1UB;HKJ<9%|BiStLa;L4xK=!$MLvGQ|;
zZD`4i{@ALqVT``if}vVZ#inc;1@7|XUl>f0xavQprV;y$t^XM^uF{5$&XZ%`VTQG_
zcwdaMBfFF0tzH$v83Q7mx!EOcaE$4KDkzW^{$rH;*)q$g6T2%_(amr)0Ay@Xrd?Wb
zR8i^KIz3d|@xzlTs<jQ#apez2vg_WYA2CHm+`^1idw3%K>bQY><$Y~~jh3qQv0DWO
zOQC9w`MG9>JzmQ({<Hf~+59<%+i{b`xKxX)i-LkeR<hGs?C)ml$-Dcb6b6H#^hpzD
zW|kT_tTBs&--}^f`fHWn5%#jpQ2T+5==G_t9w6pvG#W}2Od_+{W*$hIKN%siDQVv8
z2OxAis80RnTx;oarA6~VJg#LW=@w?mX(yuY`If){n1ysH$4Ye-n&BEQt4W@1+lk@^
z{D)mbLveuZ!pZXe$;^S%ZB}Y{$z+1og!i>goUJ^YyV?Q|yS%Kza9@w&M_43@hSqe>
zTfLrMsBt{)OL;ykF7UY2qqJTh4ClHj!7wq-AL6*K&ER>80QPunQ`KFz8h!%9_Tcl=
ztyXs!7PtO@d45kMae=_b?>tCNE0w}ljGCpZ4T549X@SpD*!Q~(JnY&JJ@N7Rg2777
zr(GPt{|fN8_q`N69!-bQ03@F>%IO!vr9*G=j;dz)wld)1ppPcebxgb64<3^<_vvQ+
z^W)a^c8=_y!dVzCcfCCF@_egy0FqOKlr*1?UxGj+3|~}I!gb==<nD5LD=dzc(yRM|
z&@K7#7}~79``^$1F`TTYVp+QQ9gyg7WHtS8<Q-0M`C37=v|LU$%78?k3-!1g0)Q;D
z>C9b$*0R|m+3QDJE4N%dQ>R`4W-lL-@cnph`vG$l5}^G4fLT@$)bw~fq=oGcn?39y
z`kc#?1l;@;Lh~u7A7MguhfOjFQm`zZDVvzwyQ2stKSxWgXk9PZ>_|QDQzFGNY)hCX
zzrrKr6d)A<VBrE_w^OMG*j*Y>zfz&xZhs6@P|wL~j6-C@F}Hw#s@l9#(cB1AQ&p8)
zXHXT0-hSYOwJ4s=#w)<}tb@NgRvVZwc!2L9u(4~P+1--eaUK=cZ<LCGAXhE#IY=aw
z4UU&b53j%j&iO&`QvoIWs>nygi3t07Nt2)2la3SXY<e0yUinP!%03j};qNZ2R&bn3
z(UQe3FohNOhStZXHoq9<EiiEfYmVxLU~N+l%ITQ(BDOa(`H9OLjL@s*kgKg!Rtn78
zF@X`Mny*V6AlY_+-z!e~3zl6};<_2QDse{TcL${|iK~8EGU}F0v_BBoPeErXL`6dF
zKcEM|52eOjfZ&q5i$u4_-X7fG^O#<!Hs<A_TE%`bSdxUXNq?b}#jk*art1Ln@=yYv
zv&rct)iT-ealSHGfN@E-=}sC3Zn1N}L??$J@4>En#=3m1RIK_8Fbzredq_#U0PwV2
zCj!wsUzmg4T_37ut~c#yX7~*zR;?tvq-fO_S}oR7J>Fl((YkN+lHlC|KxaR`E-$ZY
zohKhzu*Ka?AhQmO@8fIKWHBw8nzjZ7`=^T+A0Eyvn&~a_0$eX2q{5a=l%masx%}Pl
z2Ev~%iw&NaOO7?GO)o!?h~qQcwyIf_)a`BwZ#UHsTt5akTa}ZSXKF_WG}1jM1-D##
zBn9qInY}=SWVfSGl&}=rQwOP%0v8YDxc(*{qvC>s-Rvp_g}maphPIb+=qq94$y)mI
z(=b;OPdKN}!)!{5@u1Tvi_{fo-FeCI(<1@H(^EKB(r&}S*mF0}!vcUziq0I|1z61w
zPAZ1u*`3a6<M(X&+w)Z_FqYi6$HO`A&H#et>2~Wmw}_65zh0wmXRGA3W|8?mUeBL5
z+JtkgR}yicZ|e`KIzCOi*O)(|57gNjtrwIu|JcQ0Hceu3;S~#Z*QhgJ)JKYQ?^|VA
zIynSr1V%?`x8-IgU<W<jfv423hA(3?=DK$V*-dLbm*^aRwbJ*Efr?S}^IY}NFxgsp
z`q6*Tj9Dy0CUu>?ot4#nlP-@*H&s08?ExL1mLefN>*c3R9%BI;%tYd-E*>X^Si8==
zEe=U3Kd#J-L$PGx?yHKK)i7Zl6Mv7q-xJ><7qi(^F@hY+D5L{qDa5Fq==ZhMViSOW
zvrCVYjjCP#u@WiTX)+_pSyhTzcgUi>0c>0Q2S>f7v6P1knsbcC`=sNi)4P4@gYlet
zhGp*`z_{ABuc|tKjm>l*rp2k9(&RwES^JdaFg=vW_B=J8{IIVv+<d!rw)}Kgz@(Aw
z;IQ=Mqok$A>@=qQyVL3ZsG_@bnQPsjr}@^xVVL!_ga2w*@gvHwq?=MCJ}5F2NC{k<
z$7fAtHMuHXqxI$Er;|;C&%c^BAX%y^s|gq`J$aU0Ps_T+7u>E1tEwh}``yPjJGP}*
zG}jgvZvormPRqtQRuU3Y3csc)HV&BczqR>BXk&6+-B1V`alRsY!EZO_KHS%{;lVvk
z*IdhSHzVydMQSyA0NNu^KZ}zWZ9%}S>!x0=x2z9XaCtrlIG?WNDc@5f!OS#mz3Gl4
zlFKxS&*N`jZ&qe#WM*MxhCoF?*D_29c}xWgEnu-{*J^p{ng`K4jm=0#<gDd}yS-Mk
zWoMJB0A2do$pV&Qm5Q?am;-K|fB@5_1xk&M^h2}K^obuu^Qr=w%}ZmjujN?B>g+-+
zJnrhzsl=FNRPyffm<S|;T2<L-VNq_ssDIna+ohSQl@dntz;10mQ+rs+P{Mi{LQziu
zv#jxy8~}?sq9kB!Qoym1vCpDx%bsL9yFdw=%9VO>^+x22?4NE?I~<bNc{<s@whL(Y
zM=&>3t}~t86M+n^+B$&38qJZi>z?^c;JWd2)L>Ghbh|Yup;pZp+>`2M2O3*lYjSU&
z!m2<|w3>^Ur(p7UY5<iVH@nzA;If;x0%XYb+`dKl^G9%%O2;3rD_}XLu)aGx>j|Q?
z6P?<kh;;)^mPqpc7q-KSyu*1}w)o5g1MB=qV!4_Qu9C30#@U`@^j{OW!riS^pav2c
z;5MvJkXu18@~a+Y0b*(aYy4uiT4-nT$AyBbyY`{h@k(sLsmXE}J9Um#ZvYV|AOpEZ
zNM7eAO9gkr+4PP6X_<{mAsQjP8R24a4GxKXZQ%Sa91c23IbEM2%0N{6m6@Tk)3Mud
ziq&1j6wz&o|5i{>RC~8Wws<n*RfMpX`)za<u=eYH11tAk+ULT&JZv6!-ER7263O4L
z^LSFrcd;Z=tVbXBVJ3wMT$}**rTLhE=P)&_Oc$7w7F_$+9hSMy84TP9=1PI-*@9Y?
zkf5<q;bfAO(DxJO^8TX-f#sc%u)I=EETx9s?q-c1{oUwlHAiytd0RRFC`yt&bPU$4
z#^JG<jAybX=H0J?8_HEQHWnS0?;oqK1AA0bQdBh_pA7W1Sg&i-`0q<pDo)EOjtq?^
z;m0fnJhoX{9&-W`-KHi+GnT_8tN;QT=AFlFP!+&jxwtgAuUVLxwLG*O2c#RWd1Vy2
zXTGBM4jo_^=c(Ob0G;i8r_s78+TUs{HJq=G0q6kD#D<%-<Hu#D=_MMF*7ID>)lNA`
zSx(NbQ*S$SJkKE6?eW0I<MIaOT(MAjdTg%Q@H7a=!u?`-xS>8T&+Y-pl#cIvslc`!
zOG#8vlVke6^-wW%JIRkQ?B;Mgmz_Q3bRMH&bNHy$v~r!m%o2)KF%OJNd<GFn?T{Y#
zYB@nYMB&Z0e^^SA*i8NapM*YcA)X0`z|nH3Zd-%PVrk5l-R{pcx85R+#g$Eq_cX={
z#24HWp@@(4EoR-Z)<YQYVnEI_LwA0IPGXWR4}*dy_`|OKs9##4AIMvNBJ430Bc$`s
z%%(SDE38m}^<NKd)jT`?rj+5G;5fuA5n9ZV9@Yx2-;GwvV2(UBuJlCM)6nXkr(fxp
zMQiH7bK}D^Q6DP($y8#}*!&ZFoeO_S9Q0LYoB!hpm#0e+@9_akvjK)$%rBD?<K4US
zQ<AO6wfqM5qGFES`I;>?jAZLG5r1vClIE)^nv%PDHG+=#oxX_-gq!f=WI9LbrU2W=
zcj;-`n*gG&E3*PaXS<9d!_aUPH7nBOdc5b+SHJg%RMkc%1A#$IJWhvmJ9I>y-jGBD
zfDuCSMYnm;BCsN|%d#Sp+Xs0`3%sDfRv(*W_p8e;1)O-bIX{3{n@PJ*w7Dwd_gBp%
z#nY{*^LVhil9Ot=o0>NPkeToyo9V&KBA_v(VimE-3gWxyEVcg)-Q|7_Jm$zX(S0~O
zz)<e9YeAY!nLbRn(*X3zx52$owQA<+>1!-HofF~kh2sgiY}-8tfZD-@vV(?f<6QZ&
z^L6!0ZjZ;uhb@F^hkI&*>4(PI7<JE?KBrZV{ScyRYlz5+TRE$axGy0IQ5^9_{cflx
zo;IY>^pZy($4DHa+E=G`GFW+OCf#t4lL^)9CDq#0bz#3d5<@EF5-B`_DOm@6&w-wT
zCQ*U6h}BPi!#<)XMc%v=1nI!Pj7w?ez|Kj1o0RML`y^Fh3r(m0P5GBe+KD%OwBHpv
zz%W!8c`xOOt=^}wo7;qdz(ZVrEKr{<c#Bn0gVJWLLt5~BY2W3Es$<LGSY2_c@Y=d0
zqzi~sLq3E7&?Pc>`<S-9Hw;GMg*qpHm0&;pd7oGug=<guBB5pf#7Y}f?$PK<T5F(R
znQJDi7HFwNL@Sl4>PutzcB3_Mu*;5juN5E;#?JN?i!Ap`1W@d0M88v7f7k@nvh3E-
zuq9|dxtt^gnJAjQR+UeZl6Dk3>L6+R+>_C_i8jfpN4;6Dyr*e>C}L2*N^0Rro9sWs
zqbr!bNh`I{C+UVlE50bO+E8+wYEz_Kiu{>A*U8l8D#Nv<So3*}^E2?$&M?I<x{dYe
zyCEns_<u9<3o-Jk&N8$V_LU6EOyB*Dv{h6lqs)mjDkH63=1Fg-9`iFfjD7tk>qj=%
zH;92aYoyxnc=ybho+k8Q%E`#as#wGM?EH@KU{1uoK<nRNHZ;K$3FXSc=Zt$Ho57Hh
z1SYm^Hl!D&9`cU534ik1m#W|FkFw?@o~2Zpg5S@~X0fqa{&4im(_cAiSUW<8^tWdT
ztFv1A_FKPkB{5y+OT*@>Vk($Im7@@`b|@_}&rn{nJSE2OyTO0jr3s+9MSe@PnEo2B
zje!D)YKE*tpL~CAMEWwdCE@>*uJc$Sd=ORS`~6L+UHu^X`OC0^7NVFb(MXu<BS_xB
z=|aC7@vqA-=Ap|p_%ul_n3v^B0Or3}w3B+(iKt%Zla_Ix3(t$sk5E|SEqLa^U3H_$
zp4^%^8g3IY)nhzKia+~KAT5TQ<|Da7xRq)fG&JgZ<v3@QrOy0BBe{>5qH(YEgTF=a
zwn24g)gtTTuNrZ@HD><UJEs=k`MegQgV2Iri2o{u2I)Zofsv+^gLqjDqU>l#B2qrF
zM9md%9SZoZe@5j>xx-m2A8aQ*7G8_I3AHsL)cb*?epS<7t)<-|s6p{C2BpiGci2&4
z9f1w=HtKJGt(%S?AkvIb3EM>*1ZkCexSogfrFpjHF}LZrY0E;whi5>yQ>^s*qq~te
zS3(KRh9YIELL&;Xxi^@>pGL|D6-6qS8&P72L4UHCWnRz8@<=R8O?o6Imht$s>2v1`
zr4~fE42C?`38dQB<5nhsffb=vC!z%V59jh4lyW%_=@is|OG2e5n)pK^XpPPl!Pb$^
zf!&3zAj&rJWoxCER3S^wmgtM{9@bhJlz67K_o>;Sz1P<dM9qHsRrtmaQH7{P*E&c!
zTJeHR*md-^)xpRrHIA_Ga-K^T@NW&??1R$8Ah7mw*!`iTSETP^H28m%wsRr~rg>Sf
z^m_?SMCvGd`+uNGVWl5U&cK_HR^01bS@0ILKM0v$SWoR>PK<D*V%N=)Z198^X~otq
z&p1Qp74G|gC!Bh%kn(>*^SX6Dd?p*B=U_O{0T?tiiAJn6vLEF)U+VcTw>YVeVP!vF
z8ad<%$q*ScQ$nd-Dz=(Tu$WPSm6Dhtm|O@^rZX{s^&v^%k+I8qV-#e`CZ#J>(V?2C
z8V2#H#~P#V3*hCcwzuB2qT}T`t%0lN&EsF~aueh1{UXG`x{9omo(=?k*~H)VdVobp
zgnlX%=mACgxaFMzLXCSx-?wp2@;VFH&|G#|Nv@n$d7`jXnG~5B+AQo&a$E{c$s&C#
zQpt{$H4_IaUO$vnY_u{wlg017h6cR<YQicu!0~><$QSB=^IyuwC%sV1ob2x(ZK*sH
zlm#GD(MO#?xK>qtUo2SQ(wHK$CAx+SW4gZDX+{6cXUfD?8CClLqDm>l>LF_#6vHLt
zs**_RlqyF3qpE?m=1F55#SSq6awN@=H=9nuLL^O7{)~bxC{2kHPZwhoVQv6#$Fp^G
zkLffyzHK(QFbn0}4yG-}EM07hSjS>H3#YolxbwIL9k(CS0AufSR9YYNYs9YakK#lp
za+?>$cre9`N~0;7A#+}qF8W(|XUKSN4`l<;PN!lXK82{*h0IFGOPPn6hU$Ow%JaxG
zzRKL*A6PZW*#1WK)vXZu8hKgJPW}&kRlgA!J&jx<I0?1#H%$T3XnD93BhqH$F3t@&
z)Ao<MaJYrR6NZz9%#5fZK)q~^smL#_CyfyFXG7~oZfdYi70bDklor9{XUabu(J>W7
z>UZcP-uM1~C?YnUqOjtt6m2X^*0(c+3_C0TIb&m3zf3>#+l7qysl?kHNOU*Dxtz`c
zNiN#0GS)aYu&l09Wibd#9<nZz{1AIJ-^Jm1ok4rF23+Vg$pkNTHg8xAFFwj0=vmlI
z)Q>2G9FD9n!HiVD!PCZCd5JLK19=fyMX0%_p~MjWOQbD<WY>ZBg;$A{OY>i250)*S
ztBf_Bt}ih(%P^nv^b+!WOJoZn{g^d3l@RTH2VX?5fI1sB^b-s`qiu^|=6iP|E1^x*
zv|&hS{bqn?&{42AR|rLco1BcBf4WKrG66m6>ZVZQP0erN=+;ko&*%pt<CcB5TV(!a
zVQ#2D;+<R>Z+-9cxTi=nZR^5S+vd@qi}8eWibPDVReR%&Pg)nV_CBM3LDcV;7*HU|
zPeOC-p9409u*^^l2ugzOweqxK{kLT{Ly&a(X^6i#azp|J${10dkn;?GHB*G;256oy
zlq)`S<-}$)_*@^}F@XPZ&**~C5Gjbu5$X=P%(wfhTomR-TfzIr+;Wc)z7yWL0P_(2
zzS~qN!1{yj9=#l8a9{DdPQ*rSb>xqX5%{;iCS?qVcVMxkmGX*OdsD0UtU3h95p)C2
zS{OM)&{Bs8SU1yErR^s$4Wg9P3K*agt>-*C?E28a8-uFiKZkWIm%PE?e^b&u-~+(q
zm^G1|AUoVYdN?=vs?uJEtwZ!#Q0Z##Rtf(`4fk)S*S-j(|Bu7xZ)6|B{&%A%177u1
z?0ouASw2FDcr<3vnW6z!jtpo1YUj?zaGs&Q&#PfKiX4cyj4TzOXiia-97n7Js&qow
zgehje5I<vwHG5oIrK}*VpI;paLYOp*|3j{587l9OWMfP}XJ!iC4~CK$f#sr1`303w
z5|is}_(DHzoV`?Njta%z25ao4`NT&CvMbD9aSD<QnRcNeP3z_QiOSQ=r!zQF6S9zU
zy4f{ttR!}r5b7<+C}3Jr#OyTZWA!E>eXiDqu7Sk)m!N-_DsmEHx$X7p5kUL5P3?6J
z;_x8mzw88&>IWC+Od=-lLh64g2M?Z%7)Q-_FBLU3VF`wPV+333I)78lv!5R??-!NR
zz6(zN8+5>Zlw?8e>5_UNy?;UqdGd!wV!I5=Qk`&zj}+NEq%+Tj&&!jUJQzuO@U|MV
zN}kOh4;xBc8gj!NgAt5atc!-`N7|Wsd=#riy*!E99j8!GTe*fmo+{Y{qxQy(TL^bR
zuE`&37ZEQ}K@kld$Cle<Be>shbG}&W^$YqblKZ--&iNZAVZ*yLy;j^vbxgN(*wWxv
z+uv(hvQ9Iu{10UNXB;Ejm?U+6r&4Jb5lQ5|99>eBJI7B1GPl#v%9Tf$KkRchUMDv!
zP&9)(w#cmf@hI=79suW4n@8<x<H7aQGv6?g+tvuth=(Lg8%DapM8vB1T@o^r7_FMp
zH*xiO2WT=FX%g@K-;sgF_l!ur=-=M&$k*t&Dk1XR4`r;p`%$|?J8h$GeOl{eFD~tj
zom+s+FUyZ;v6+V+&>WQHXN=y!+KkO)d7p*$pC0nx5YB72>HUFjqUZTHkP@Pw!jLH~
zR3zV~IajGyDDJamHK|y1nmXCE0I$!zucb)#=dLCM*3Rcb(RlAdUxLkqTC@Q6H?p88
zd#(#BM!X=UwxgYQg)o>Hl0x=-S$?FNiwUwK*e{~~b7CP!Ch2<VhdWHFo;W#OVpwn$
ztid|O<l%zfHCl;U#0E_wqIF1BW9_F86ZT3;1mSdL@SCd$j1r&Z?sYzhz>xr7!kfz)
z{bIw|Bbrsc1O3ASBV`pP1_^*sp@Vff=g-T!^x{nNI=C?Z<2iioqOk%4P!9J00MNe`
zYya;1;;-CwV5lynNLFgR2U{I@B!FH(xQRIB;5jr>DMAdJYrcPHV>d1xt$j_X$}Kn9
z*mjfT#Tr+7uVD0@0`r^!Why_a5Gw_xk^wp1<`gk!OIm>DL$@>$cyk>M<{9IHRdJcC
z7NQqpmri~5S?lLUawr14{GX+C-m}?J^gYC?NE6c=$D#hIiakyzR61Dx8i~*)cx^@p
zAq~O2`N2eI@A85n^eBxD2w`cu78PVMa?;`h)FLa0#?@%-&YP5+|0U(LA=Zr5=l3rV
z@Wa1`nxxnFpNRh*HcmL&=)d7WEh@4*ezQedW*}BZ6hdQC-K`{CF~u+|Q&gDDmfagS
zsedx<3z5ZQt~|_>g}9)zuluZ8g5$T!qJgJlB}h+nn!Y0;c!U<U$S106?*c{V-vkww
zZE*y%cbW*V?TF;pIYN<t{?_MF6}L2m6A4|0*fIl{AdL;>W79?$^;83R8FXqZ(GdG<
zC~Nrodp+MNMGIqC!StMW`v;6$cCMEB)eh=^vP7UU=FE`ogGA!nYQx&(|D+juFKs=u
z5B_(;`0p(x5h>>Fzlr1T7g-G{h0Xi~4SwMdt!66$-uF40e2i*e^qxw?quNiE30q;h
zASw!zee5oOkeuJ7xJA^c50+W=?UPsDn+0J7hSrpEo!ne!*i2h=8yOUWdihB#FIjj5
zxgk^Km2Sk2E6xY~0L?0D8B&PF&Zxq??qEXbK@2fUwcK$zc3DP~s)=;^4#S*rgF03j
zS%oBO0~sW{lAbi8Vs<f&p>%L$GB(CO^FJ8!8ZdOskthuEtj<-=n3SqX_?Dg8LAx4>
za8=P(-ZEU?d=4YC?3>L^@Bbo(2TvGfV*kI5bM-H5iUnZP-+~+;MOCT4l#wwHMiwR<
zg+;`I_U&OFdnTxCkz8wE-8!Q969#s*NYS^A81GJFwM=O+`S-p~cb|;9nIfQ=_h8Qg
z4=*OuY#}@kXToH_<4v_6WGhs~R#YZXf2X#-=e$i%j36=g2W5v4@0HnqMt3w$P53q?
zo;T*<u!e@1(dbFrSPfV3J}WG+b#mD0`U?*qtHtR64d1sVbzSwFw?T?;svKhW`)w4w
zNqn-j^<&dD^pLZClaCd>>I7mxWDCSo1MpoJ((84oR7a*GT9|!Z;a9=-7xe!LqlJ^V
zmK^6_jAO6}jVqx?B8-o5gNslhc+FT;W2TTtu1ZU&k+7f}aSdlE(-bA5Vg`aDP12ni
z$}yR-5UfZk6rd|{E60N`6yGI5W*qFjZ(3xHP*Q;IkgA?l!J^^~{O%i!n=CdIM2hvv
zcOW#%m@&B7{C5AVMz#qOW4l-bs2N>wXs?o=VzMo=%z-fRc284#G(dHa@$5Z1+2@Pj
z+}gGfjcBzcwzX@XtbFEZGFXxjjqC&2*{*o*oF7bl>qyZ&ukO7dw>fVoOyI;6^%&~P
zzWWn6b@)o9+>U-sMi?rp;kxzT$KM&xxtmg>#&4egcsUJtXx#Ur#FC<M0js3P?fH3q
zcH{NZ)^3hgbJGJL@)#sHiVB?gt`^7uU(jh}DyDA3pJgzvB9}q$NDR(K%h(Z6gq5@|
zHwpPKSd4=7`mq5mxE*v>1e3E)I)j28Q%GL;@r9Tdp%(d#ME-Q#CA>YLA`i%(tJ6~K
z7b8t_d4Pc@=HY1$5}ii#7SNmRE=!shBxX&S9cH6z4CrS8UlPyeMth+X;1El>Jt*P6
z$+G7O0^PP@cr*c$#MAw89yGN|xu`%`obw7=Y|^i3e5)6y8FDOOEn5KOB+yv}#Sok0
zS#4OydN_yS#qZT^w_TPBeHvGQLjDDhUD340viLBw)=6=Hxqt3+{H(^JcFN=GUkKTT
zp{d@eYxLdB?9ymFCs+1W&K16Ka+a2+<cA{cB|d4=e4ei2g2A8$%(P8HaQnF69GD#X
zHGwF?!98t1j?FE!(3|TXV$=vQBAy?@8T?`G8+jM;YZjlP0>pVXOY7@ZFLT1YECJr`
ztmxNkd$ck#>Bn`SX}&+s(Gm;lq2|8}?m0u-F9e^TX8_DUF4P$KEQhIpcu8rx4@9{M
zFn@hKc|IH$&f}@7t}an7Qxxb5!%DWO`T^@p=o=?kBEurNU9YU~DO#D0<9FqmJUan(
zMf{E{`7X3M6{ISa)hHyhmgAdE%2Qz`$ke~MEg37%Qp@c{mL}V$9RX6-Gj_`sWZH|2
zu9wfiuUxREuVqZBjpkEy<jlE2gwp^Mh6si%G@$^mYH~SAoS>JfaYjkVpAQ@xXT7s*
zLXzrL;pGjzCPhQUTyxJzRIp%#%pc8k6~1w2$i{OS0o(}4NE4dW=E`KCBps|Qtmdb1
zghs$LO6YU1@vz7spLAOH7?vaWBJUs7?|-?>$?8}1*Pf`cfP4BdQlj=U10asc9o3%4
zWr^XqEpzDadEHDql~CUUs#j1CzRST`D9m%I&Sw4I-i4;ip>x~mFG;rDli%K{Ovh%<
z4}pM(^L7|7)Z@^RrhYnC8!*e(ZZFM>#WEGE)ns`*bE9+}I{~z>`$f-VeO}y)De6<~
z`+Ok|r~N}FKr$$^Kit|*@i>om5)<4g*!Hjn%(wZbW@d2|9`?eRLZGn-i5Jm)dr*xX
zpufBET{d%`FK^TMAz4|jryG)c^=*EUgf2RyES{E#VJimq;G8el-2k?%&%on1XSX#y
zuIi=%H|-f9(c#6Sajd)^p+MAhv^uqT-cBA$5yq!`IvAGfH1()oU5%!g4(<UQ4Z|GQ
zHy==h;1{!=%k>Jh099bv!)a|(DJJp0Q)}6M{~7|ma9>{yP|=oLme0$Rc2jL{11uM2
zRt-|@1~z)vjq}Ih;3y0RH68Dhq<GGD!~ogxd^>@rxTx$sUxsni3vGJr()48EVm9y5
z!Ua68mO+xk`nX9rpl3h@X83vTc&cc5jA{4`&E)uIp8;gOP$^Qgbe58Gw?XI<iak|h
zF(}MUzZblX_q?6(^u6QcPXe>q{owOM#XVrFT~ZkwGz0#OdGo}r2y3cno)R=J#rDvJ
z(`@r#^$P+a|9HMef31T~t7Rn<=jrB<*Jn?uP}$+}^0_>wY5)p`UfxE=vjGj=s)g`N
zlDFpam4pN@6c?g5Uc72yHJLQPqYe0=o2&(u2ixUWIVU(NJdI%n%f&LpSg7D9ugu8}
znW4{DKaB4EMrB>i`bI&HV2_|G&NetqOKeG|<yvbk2OsB`70~B%q;&*%d^*W^_<}_=
zuI*GwHxxbXY7ZdjBFkhKIwFoYJ<cyGAxHvg_`qm_;etQ?rqwR_fO55W!)Bq`F6HjL
z4@lhZ+YKJ|PxUbO7kNiJ;|b=@jIixUL=ev>_bJ7BA_;hhp}1@p_pz>9Z5A5WGwUVd
zJbHZ_BHxSPdUUNF9v|6|ZXdS8gk;np0af==Nz29LERzm@A>(S%;5xX)r3(RI1DB87
zk2+8gmJBQ&^`rlei_P1YcP*@koQ7+^_n)uR=i>8;#grZ&kFf9p<HWCa4VDojUX0~T
z)eey$>yr&DNCHkt;OM|w^r6Dj%sNepMuXEy>K$MVsBGc{jy?eXm3f@cIrwg^z8{F%
zX`K(O`W0WTSY+?o9dIt{hViLD*Gnu7M4N{WOD0A}C=rjJLk_Z6n(q$?LBLisr)dYw
zLR6rX+Y6ap+tvD*59`7~U-{cbA5i`_j;7`>Gj^e+SyfG0Ra^^C)0O_Xzzbn3Sq$iw
zgT^WW<2L8;{?mLjAVUTBR2NZAwG6qtua@hDRxv5$Bsu#s@qhlM(d4`ih*1s4y^F%I
zND+ex38zwj6}7dE-B^5v!~1hhjru0o$GdB^2+|-`)j7dTtrl)P9wpOm^K756mMem9
zN}=|y0v>0*{*%-5Jnl24R`W&%nofIIO7=YH%?%G+NLaLA{LfMT3dQuUfcH`b@LXKc
z+je*WJ-7Zl)Qd=tmqI}~)BH9sps~)dF5sZz8tP#@y^~_Ad1B@Msl{z;eV&5bbjS16
zA>CC7zG$lV^xz<<yX<z|%7b>+T!qNbl*2C5K^A*9>Oa5&u7u8oO`e21Mw5Uj*;|k6
zEcr>`N4%i$-bcn1RaaIhb3AfW#y4rHvG%uFglsnb#Y>29eVTA9@nk<9QRAA*sTuZq
zR-1_y8;vrX)MXn85elUlMS(F{Jb5|US+29X8}ZgRr06iz%T4n2=rPJst~5^0S1xcR
z@-~+F&h}zb&Mm@|BJZ6~1=AOcO52#r<2cs)y`hmim&9~Zl|gQm*#U1;7Y>(TGfnaH
ziw2V5K4d(+6uRg6awPcGuZ+i2kS{Cj@j!&Ybv6da!p&~C=QU+<1AL8>v3@bm;rrIQ
z!PIsg7eKOwT{cS<oV$OU!m54tVlLa)N@icJ6|u8(qixR!Z)!9=g<if6Ptl+KYZTP6
z`j2{R1~{7M8L+r=m+iadY&4bS<>W3W&!rB;8+Y2|AYgM%OczehwH7AF=8A(F8(a@*
z+?`^9?tE*>c%}(t4d4PL2LTRv`y3xUz;w9o2Y=Y2KiJh@Tnkq7a$LdveBL9dXVyRh
zk82J&!F!1Qg?&TTF1z~klf`tV^~J#;M$>XQ+O4Tsp+D}V#p>SX%T-ZV3P^<-4qRL|
zQ}2*&@20t{x{n%c(eY?gkM5T_&LMf~H_N)UR7y`4&xg3oA8xqp=j~Pi-%cEdL$5>)
z=hWOBH*j+c*GJujgCq~P&#>(P=5T=GZb<v9-(C`6EYrRUxOICJT6Z1p_lInN_XY62
zVKHDVoK73G(c&`b*U)&JzBjS5xC$wlyl+o;l`d%~)2+;^*CiBe>M9)DPgjwm$<oiN
z-yfzGC~<i7CdG*pw0(f?FOXSgNTxXv%)Or^wKaNM@_WMnf!kdgA?$u{5Vlzj-t}=$
zs0F^SZJv<R(yXX!SiIoQWdfSM=rcpshY1}jc4AX{Rb-}pKS8YXMI)R>pEifcJ#>^-
zr3WK7=NpABuY%E>L?ti-d9%>d26Xg?`#sc>l3Q~UjSTv)^{P3U1F@3ejo3dh+}LW_
zLF3sxT^QGhChw%!dhZ+T0uol;nd+GsD))z-y@)9|%S;Av;F~L|E`E<5-WX3HtMNBs
z|EM{&X_B*zD7X1~bgVHP)1C7BI=J9zY9h1bqS?))*>3gXm(*Se$Fp|$po`t?u!q%j
zL;tkSX16%k2@ego%@>a%?b-S&y}RAmn##(@y;!Y-CHjV6K#IpcoNNJZf}0#UsW|J=
zA2}0KZ9j<Gc7QWZk%q`9e!KkHcpO$^yx)&JERPt5o2P1x-E73}OVhyMIc!sGhPd@z
zmS#~9aNYK)FrE*Ou!gy=yIxMQOf1Z`cq{{T(H*eaal20l7YaT(0W5q>bp(+=J^=B5
z!{M-)cW5}cK9`YfaXp+YIK-A{w7BnkzIEd%f6kT5kz(6eX=)(r!2-BMed0tUdw^Ao
zZo^9BRnhmQxgWQSC}&{1XNkh#l~$;^{)A`{GOU#lS0j;RCbUyo*wGI*T7xQ9I@L&$
z;rQW4nh|c$G+1JT7iM&(D{i<(y7bQ`?QlWW)jS4Y)#9D0k$ln)wpvIh)`fVo8Ocd6
z5b|%gfUxN5Z<)phANg?>;8h3yl#7H%ttvJx6hXG3Kb{~}VUroFqn5$>lEbhDJCi~e
zG1ItXLOpVi=;?QS6EoCOejg;>E{h<{)DNzQFUn~x9oYPH^^+}kG21cPw@f37wUAK_
z*cBr*yMv<!|92@BY2DKBa0r82UohK3>5xo(-97z92t@nWzrLlSX)iVK%6}PW(BNJq
zflqaxbcAXvUI)Sd&6Sf{g9LNFf0RcTF10^I*Gm&`pFmAbiy)rKZeM_josEVa(=kNd
zK~?AoUxnO?f=#ujrk}RpN2vS}A-m_@pdj;k-<aZC;D#d9x;9@~NZk{GUYeMUb39$J
zCsmx_%o?=CewMm{(GxPWSdu8E95^1-9rj|kqnlo8ca(uJd{u+=C%q&51#X$yG}#l~
zQg9FEYMlnx5YSuFxJCao&k}G-S@Dsh{Fqc_8r$Dj+U*N-7KJEswx6~?g}Ka@cBNCu
z=Md*Y5iR3;p0p!_3m8$qzm6V$opfX0y9?KzM|9*M03RUJ^e<IKoN8Qo@gG&_@8sVC
zNPJ`wtmwk<lW_Ste8l(^UzmafJ);biZL%n_sTdQ1X7J=ys$mc%FD8d~Rn)i6_`ak8
z(Kb`^hr#=|oLq9<dUWonBeUe2RDJ`3;w&^J*y(`O;6~TP$aV7V{EOk931JpRj74G$
z1?`*}b~375-UEF=KxA_I)!XX*yr?%54nqkUn|I!nTUcn_y2|(7Ygk!&>2$aimA|nZ
zib!Lk^+S`VMx41xzfFcBxiEeiEv%!NvFsmZscO*XTOLc>V?DvUmSt6=JiGCIWy@cc
zt}lEk+)#ifa`x}1;{S=+K{fbTxic6Ai%bQnk>*S_<c|eqyELWy5P~*8S2$IUc!+wL
zMofIrtU{$)M2=<lX6R?Gu?>vGsMaXzrPD_pIhkXs)Q`;I&_ZaZRdbuOh9B5N1f`Em
zws<QBd$J(yy|213k(82Pxgos$@oj?eO7m1pFu!X}*rx>??^DBp_~X?)rDv~1$vn!6
z6W-ZoN`KMfwiHnf^KNfOOOhwDn)#*Es++TJg8bEKkZlyBS#%U6Tc+NL4rU~Q6lV8U
z@c&`4zOIc!0>?OHng9NT3~+Q~|ML9vR){oLB<lAY-|oc3I#)aaM96ZZ3d!C|Y@YGd
z^{)yX@kqkiURHW&H^^GO1|tn(AJo2ht!0({3I!pNOR5W*bBo5P2lsJ9y{Dv$S*%5G
zJtbvbJR74vZ{(Yrk!js5AGg6i3*??UO&pjwYM5Y*As0OhDHvkEP?Z0ZGOF8;e$8>*
zI$i(H(z!w%rcVm~`(FBlB+R}vGL#NtRf}URSZ|<glXl^{040+CoD54$=-qFgOGBN&
zO`Lca|6dx?54)JhG0M$?wPUX{pzNq+=&R7z^na?EFB;cBUN&<rpf+grZoQm_&p$b)
zsQ#<VFUh<^gNK80ErT8}q*!Y`6N^bK$~8KJj&GG))|bD<Tmz6Oqw8VUb%j>2!A046
z-muFqFBBuxv&vWH?G!fq`x%oCGRdt8$lK3_u-Qd|bE>QhO=4|EVYk^+m8;c^poUX6
z_gne;RtXN<LwTOIlEre@2x=KY4Ps8bHAavTHa=?3+H@?OR0!EdNUquIfS7cqo*>H?
z11r(c`|4{vac*hg(^|RXGcN}3cEA~n09xQeMc*IPslEFz>@&uHOJk7^?A4)vZjksW
zsJ(>?lz=fqw0A-K(!+UYj6TMUBg}4bfaB{i@G3#!kiwR@DBBoyxh01dy@1W)N*miO
zP$6OOh(sPZm8cFyM(&v-Mns+()vxkiNx37J84^TIz^K}s%b!=I0w%vh1|EN|i#W0l
z9DMrWnEuX?b00R&BtpC4K!j>LoG7S}n6g6b-QN4?7{|is8RSKiv`9>uLKs73LdpDm
zV!Dgsp(5qPpwRO_`cC->>T@P^?(J1S1DM)unT`q#AndDukO|Q>TA`d%9(9*SmmhHd
zSBa=2#L~e3ud?t@BFe?40?T7HneJnxu!R8c%yI#0H+I{nzMa&trPf9HzAk2d;Drv6
zXP|Rw_aLx&3XJU_5UX>EwW8n!Q`Mz|H)1~4r}cTJqb&r@!UA4hfethwCP*p=WY5lc
z=$1fen7|cMT?qm*)~V`mJwp{k3k|H-2zF;`YhW4ZUAst|K}<o$lpTy3!63^$WQ`Bd
z#<mock-rk--Zq|6!W)NWqz>t-VJav^ZDCp|noY7xlki}_t;f4rn|Znoa{(vq|6&={
zgOOI3+Xo7v@1!R^KXs+8KMy%aKjz7;4YcBB9VQjfJNdWEncC=IO&LHl`^)0~p9Y5B
zA11zft?Y>G?+Vgekc{_JMICOm@RCu{RG93@)ASO^WK1+m=qsl~Wy#FyoYz^H7qf)<
zXFoywlIPm0OPA<sE9~&67KCIfRkjg><F9}Us&x&n9{DN*l0}MO{%XWxmPMH_gO@Cy
z5@WRy|Fd0&<egd|kVJD3LbH>}uF_!5572PqOu={56N0V3qzp=DRCZxI!^?4iW2|yN
zGy~G&KX1G4IGBTnz8PhwqYZzTsHNa;bBz<|dNMBtk?RQ;g^Mj^IuVgAPqLphsBNoj
z*AmJQwexG)?SAu>lSG5l3VrcEeLz0ZpE#x0?*6a25cx4?cGtj{4wCPC+340}CWfG0
zBcuAT_`ZZe2DebZEc`M(j2lG0FS!+^#CJ#93ud|0$)BC_lu{!;a3~W;-yhg2XZrF~
zrN6zqNshez=17ZZ{+lZXu8Kfelq5iYa$}wrY8?{YHs3?%{ir;*8uL1}G(_DxQvDV9
zu?b?Dw2G8=t!RkQZY6Md*2aS<gak5rgCdu#6^05wOwt@?zhU^>TLsCzuW6mw0eTY=
z(3~T#UeJ`HSk&Qhr9yh7Lh6Ib-Yi_a99&WGb!#Da&Baspv+-ntP=aJTd)<Gj>!JU{
z+F+g5sfzWg()@?rj{Q`Kbac^y0~IYhls^B~EKSr(hyu+BL1NNSK}#dONd%)eUd?DJ
zmtLSiDK{$L%O`Z%&d0WWOtlKU<5Y}+*p>D?EX~MPe2U7BFV<Nfb@t=fs5u?&XW!?^
z|3%qbhgG#U+}<M6jdX{kbeD9Obayw>4blzL-Q5iW(%s!DDGdVBa3<*9&)&~_uJ1kH
z-^=Tgd#yR|8e{y%(Xj9$Dn$&lf%Ova29RP@Hyy%)GauYPFCfWD*i|3lO2T0qPCAw(
zEM%n@TG2a=*yI!c!XQ`7Yo-FW#-j`-oW2;#Em>!(DHaaB4O8w=I0Zi(RAEvWF#B10
zs_ylxB$KdEp|y|DK{dsp3U^Bi;x!o2wxOx0*5;!~kXx;4#-ZLF9oZijaI*Q?pqypF
zPv#LlagKR@fay2}p_{>3W<Ee}`nmQ_5wE=sc;54g(LH;YG=6)p{^)eT`|(Ga{PPO2
zJ@0*x5ct#4I`CxNkoE4DQkCe;IGdY5nnd#zNv8AR(k7Q0DJZ+}+^7{P_#8{lILkcf
z?9k9fn5~6N6qR+f$dTCuE;%A!s}cJ+N*_tQStN&@DG@YZNSz(8_eS5Cb<812QLB@)
z(oc!MvzoW)Ct$UnD(){^s!c6jkTmrzGmy-p_@%uSf`8;qMfhq#T}K#AN_np)uSv<t
zbgflbyscHukuy^(!_W61jLX+7OEjDtdd52|rt}xEu{yvz2V)AiiuL=b-Q&M3DaoF_
zBsY(>!g@kvf*dNvtd1<8R9s;Xy9pbRIvBsOzrS!N7{z%1^=K5zv%gg}xF-xnZdkPE
zD=I7=-p6_C|LmRqWuUSBjs+Mmp7)BPLR0j_R6TD4L$skodsSP8wd8B^4#rZI3mD$$
zm`w9DWF3qtN<AnB7^YlJ3Q216b4<R*k)TqtOTwKq0{wU*v5q|$fkKXM-z^<>vlnp!
zjX91mEZNR%h)+~e?A&Hjh1RL((7fk3n>w?!u$X&iED=+6r(XYA#i&Nw)RcwN)O^Ol
zNL{K5cD~+UwLnF<;F=<BD``Km*bH%K`bU7_;_%EPPO45Nw1S~k1GL71S*EV(R0<^!
zyxwK3NNDSB=cmtgbOD794Pyg6*V{5z4l_(m(nX2`)04|V>1PCEp79JF{1VH|&sD9{
zga(RgIM-sm|LdSRb@g5R82(pkjwL=|M|s%&X9M!=H2SkZ{T4>wq?X0v{d#eelA;D9
z@Y(DC7?QNW)4#z6qkv$R8LS(4)q*PD&Rz(f(`aU0j3!@`5N;1ROHC-4ac}eT+>apQ
zBVhNGw_FQh+!GYzzybk{Hi!axMpl52m=ZA&-Pcl>Cfw$g1lC@xbP-Ek!VL56h#-sa
znFKB_a$;JlH`cwLN@<>ya$BtsbMci>Qn{k{d-YdKiXh&^^H(^|PTTzY@3RWhR{3Q(
zOMbLE>zU^WBISWMK>oTY-zpQV6Vh@3nb4TZu1ko5wNcQE`rL%JJ5ESt7!V0>KC@=&
zgdk4<w;JPbFG}&*h7Z@HU@8~v8nHcFiW&8ijbq_h)}`;~_V34}>$iDOED7m&`d^2Q
zP|Lh{6wE*38^y;?3@mI2v~codV@d+vyvJq}3M1j#PDX63>~Rzm+Jj<y68cvw*g@0|
zAkGHzLY;^TQLVcC82tSjyRt!V+Y~6c1e`&1OjT4YAE&FASSklC5ER{|8)RgdKfF@3
zq%4z{2``d?9#c?b%^~-8ksmZ?64qH=RLj|}lgWh+6HpvCR2cSor&OK4j4nV^KxDZF
z-5RL|Y6|1BPcUk_@FAX&$Cmxf$E+4HRV&$fh<~Q=mJ`RnwqUzdjTCxBv>Qv8N?xXc
z?d@@S;Y8ngpRW25-%_mSY9PnuXH@@Z^%!unetk}85A=+AX-WU||JT+9xe7Rn%Fpv+
zbg>K+CGy(g&bd;RGa7pc3`RjYq!n%y{e&ZCU7H(Pab7ICd?M#Zr$|WdEpzYiaGDMl
zs>GxWvZ9%kxGMCQ&6oKhJ2zeKR!X98Z)=xwd|vO^a)-%iMxz$Q-Z9T4zQ3Wm?}ukM
zV4S)n<N>F4adRW0q}btRH$LiEsbW5cDZ+E)tI|7#?zZkp=vQTi>ll_k<V)>0B%&L|
zq62Fd)P0cqYD%PxNDwzr0y#*w6s*l(CM3lGT=VB^<8E8?s@L^zpo|*SiFkaqvC`=x
zEYXB4g@6Mm)3Z(Bf7!6~Y&!Ynk&#s8ueyXDw7-L9$YdMLTZR(kES$Mk4~N!aWUr-R
z94n4BS);%ud;2Mb5sYd|=KEe_6O&f#^f3!1Q53~je&Q_1bU)iD!nc+qdZqd+uyN4?
zdqk?_*^b;{S*r?*5}_JXlHN)vuU%8NZF^gDGbL=4Hx4yhGe?z}ncw)+X~AT{cfz6*
ztop3THp8@E5Wi6+xL!sjDpUBbPEF`<LoANE$DmMSiTZ$574spE_@pd0UDQ2Pc$$Qe
z26+%_yam;y_-H=)_X-1+aUwSH;<o(ze&HXEtv^!x^MQNTo6g#oFRvdNHa>{)V*=YC
z>A@tKpPcgs=NlBc+jOL2*3UY*(w2$42LbFY@6v3Xs<tuQdR#uJgd|495?(hO+0Dqg
zQh`{H#4-uykL1Y)nLiF|ha`cX6*J-#OifHHy^$NvedUO@iCprz9Yi6dLll+ey_y0f
z_TXguRPiBBe-`zeM8kZl5N?$6IZFsi=%tD9K4A=IE*2KrI<D9XbZSShO$=}rbq|)$
zZ*6#GX|{Lvj;b4MI{WmnF@|zh#t$U)x5V%=zULDeum^d`2nuyQ(`f)(BA*B54-CkW
z9$|?s0e`LX?l@yqO-3z+;n!P?!gb!Y#jqf=m^;liR`U2MVLd+(*Qn`V2{4y3GTb4~
z{*vX*l5=N+_Wlu2#6|v4sj^vA#tSb&VuTz}4%e<Ek(bM>lbwB-oq@Bjk?QSIB{~?}
zl*>1*Khas3=3kbHMrsIMT`57hTEe1P!`9;clY~K@-<e8SUf}DmOQTf2V#`7zn)kF4
zU`^Ym6MWyYif$U-e)K?y^yM3j-3dNY`VxahEI^s`-X}^3X%8oh`X{DH<mF5DT-5eE
z#HHcqXLrG0A%ezJ-`oFk={@f}D5CnQ2j$K*Lm486d1~{8T#F?m$3daMG8XTsdvkbm
zS6T=l{E#n4;=50;y<rJl6>z~HjDs<7uw)%&SrdK9vc@e`SSB@-Yx<FLtUN=cItrIZ
z$7$h?%2S~~`jgnw;;@oXh3gmQ3ubx3wlNut>V{RPFppJHk?YiyOV<|(e}Bg$Pc-hC
z6HyE4XoB{$`Kg=obtdm(I0wF*A_wR)yJFyVdc@E06ZV=cUAsizu2{s7i-6f!$7U<v
z`lBY;8NJN?Fg-X>V4SYO&THwHuMxPeJ7Ye!ELIvAvczC>T3tuU|9ZH<#P5OVfL~Q_
zcDdbCwyG#DF20!h_y|3vT&Cu=_E57ktXk_j(z~-$PbhF3j$5+?1PFmFZugO;$#(JO
z)rZqg2%*J5*m8VMN9QXczY1Z%A-5%@uD%nEzsh7hn)08tdKay>#|(NP>|US{U^N(Y
zdhgYE6bz7!WJu4yE3{VG2mny1U8CW)qlg09yFFDvR?H7sc3qP9x@{8)Cn{lODPNtJ
zih_RuR@sVW)(k(bT=%E4ThGqTX<diQ!+)^PP@r_)%L`c3wp-f>h~sJ7w+7q}BvjP~
z1C&VYfZVLC;pk|r$66u$WV`g%>+7*6QWBTxVZqq_JP=R>0_<qiT4%l3)@!ayF@UPt
z<}%^n_3gM55c!<Y8ZYY$9#7kzkfR1-dfjisBBe3fM5Lr<vIF9*znvZb3bBtKznTEP
zYvlf>OLeQZb5o?7g*a`to7^rS4n*fH^KjNDbvrVnEuH71TC?_SXHY5D70U?<!{%IG
zgYPAswQN1h7ZKco*~Rl3Ica@7%i*pDcuxlh<_PIr$1uCn&1WCi@PPbU0Gztl<w0{Z
z%EEK>KDgfn_-Mzg_19U>FR!-#+^VJblc>+KR<s5e?ct@D=2Ff7C6$hVLrny;rV-&b
zab{)@I2tw%e*!W2#l^+eHNOvIPlIG<6>i7u7k~op0%XsPCjfth^#Ks*x3(NP1d^^d
z+T4UjQRTUU%Ua3OGF-EE!BObmV}ygunjjb??K-&;4ILoDPa&>Y8S*+&N>FU{w$>N|
zA7?z$UPmd{WW~1_c45U$8Wr=~p?xS2_-@K64sV$yq?Fu+G1NOoWz^53P@%>pLdb{}
zm@jEJVZVqZuiSoy+ROxs<f|y|mdTiV7KRMrtj7tuqHDiK#~_{6Pck3+)<zB8hW#o;
zM^q)q>mW}t<c|2wGP*-vj@k4iPw$@Yf~twxAS+JvCM1O$XhqGoWtn9le*M_v-BHn1
z&$-h=URw~Ac9j-x=Irb*fT<JQKTl7*(Y=$#Zr2)=>b#M)G*o%Q-Hh+tuJs%%n;QGZ
z;<<)I#9%kek94yY4B=GUEo*R(x6|tXd}0BzFHFWsrhRy9NAsX%UTVvga)L5cHTDbp
zbYZu@$`%~vyhm@B78%S}m);TG9e&78vDoZ8Iomh4E>meNH;-!RgNsxZ?0A`uKQ?ZT
z8UvuM3y+h;BG<&j{}21aq*$QWv;D!y%FNX(WVy{tlQrdFt|BssiM7FrnjzC`El~*N
zSxSA^$hM|)Mf5w9{(iQ6<>!4Wt9DX@q+qM-BbmraUCChme`4lN0>&Fn4(dR}96&0$
zJ@{>sJ@q+_m6ntoiJoYn6_rfEuxb_+i#r(|%jL2dA%Q(h!G!*&ouQ!sTH%hv3s60-
zYj}82YaIRxl5-gS+_GVw*#l%4M&mY@zO;`Yew!EUhDO#(%IKAJ>D!BMl+E>4g*bpE
z2)Bd9!Qph21A+k#Hxa!o@slaX?qu$KH>?pj<Ok^Ld49<(cfh0OF5QAkGBA)tBTf_@
zE~%X-Q*k6Ro)<#bn_Q#j+#qVJp<d<Z=N}tOfl&0?TMXQz-&R;0I(?#=09>}*0wYmb
zSN2C{SdTqt7l(YIKm8TSHguP{l&p?KO}@c^9$TOo={QZOnqc0#P)Gv8ucGp)Z|raA
zXB(hxrRkedXxx{Yk{MoilXs($@iIb?p9l^a$C^K%3dVoXn$K6dV0_{Pd3Ju`s^HLc
zJ@lQ}thV7d8%mrXoUf@aSDNjV`tN!jIkjCcGzx%Uy}dc@{rXoP9^LCIOkw}Qm)T|`
z5tJ-~b0;wv{b?8fx03?F6G(F|u(YPh?4LL(yi0%jjyr$eeSVHRA*g{Y4*U+?gFr6*
zm{r%H?@8O`=qN+Ob?L>;z+?6G5n=7e)NYsY1E=-VV@X8|v&$p~!Vc`8p!qovG~YXM
z;&Iyu4g|FC<85;f^lRJ~3*H)x+k<whBOa5@#pRqwPJO=Fz+`XR+J~BhjLE(A^#T2c
ztJR-Bau8DKbPX_sBY7Tek#0+VgQWg88jt`+10J#pAHcRlK?F><&7_V`{8P6pl{t_B
zqc<<KDqsqO0{$aoeIPWiuC~-nU%|GuZbLNr)m1<6+~Ge)fwev);((xjAYnZzM76jI
zo=&Mb-&7_fxPM?iLbL+5w6FH(RicvSz6{ZixSRN<oM1^S03aHK-i2hx$2%e|{L3Lg
zqYVVWFYsl^h=80t?#~IpdFLo^FtlTYw0By)M^)|F6>k;F<bWodyMeJvzVT)UZiFC%
zoVk|#I|D~hUcR`OQuJG562yl$-?uZRYe=Fh9JG^Ucxbl-B{)!JA+wZ5X!vdNk^Qp|
zXLo92ucCZ@HjR0Fyi#$<<f<LVkyegol&>~j`RQ1R2*Y4hsumVxF1u44G>GWLYHPsj
zE>D{LT9rbrltP)s7(>guD*zp#e!7;Rejtyq=(C8L!>2Q<%k^0K!AT-0EH_uZzQusX
zasOkR<MmSKq0SlwOE4PzZC7$4KAmFvC3T^xyW$D*pPbTz-@71KnMyT&%_fV*^zH=+
zMFml*R?7(jc+6vE?e|2u@yiFS7HRb69he2UjV)FBfYm|J;5mq#Dk~5O=e(PCrRC;f
z8t9SS0b!d0AY5Mja85V@2qE7-c&<e)xe49!AxXrNznmSr^#*nCf}RlqZ7m4SkC)>T
zfW@HFgHs-0O&TCIUebQFT$<IRehyAkt9|Rddf3dD+80f7y#OJyy;@;xXo&lh11Ac^
z`R3Fi)bv8PK$b-L_1K2M_E1Y)TrwpQ&!XjebCeYJSbbX0nUQq9v5}m7q1^UU7cz)8
z)opn^>tU{R!Fd7IskYY4t>)%@?eWO^iIC{oTJ>Y%q%WUsPd*ULyUo345ik(6v}n@a
z0j@pm$2BKGS*El02{*5G5jEbZ^50aJP~9%@$Mxv3pnkyM;Qrm|k!`o92k>oKEG}Pc
zNWh_cJ>{D}o@NHQKa^xF>t7M33GMHj(L4;O0>&3cqfwr_RBf({)6f$d?WO7IX9t>j
zdCN%&`n}cEPCmW9<J}}W&xEQ0;J;dXoGl{y*`GtJc{*ZlJgQb{I#n-8+5p%bAn*Xs
z!?`Dr-md<g-d>0y(mXR7yJmjJ(c0Cw{l1PUNJS6ZpWvkG8xCs+Gyj;%7>rJjgzc9N
zHR53(m@v0+L`R+^bH932n6PC7dr@<x4A_xVjCq56rn&=Ib@dC`d82%$hR(M*g>8!?
zW{jAST?RFXhw14RNZB>80P~bIFH6)RjvJbJMp#@koE!9@<iba(MODnBuDpiBWKs&i
zE6|+k2IDFfq?-FJs)Eyqg-I&l?Z#Rz5NdiU-2et`MWeEu5T<2JuC(lYH0PeIwvPlm
z9tc*xfw&HdIl6hqJBI<~-?Q<&^j2xhZ`BKC9LPNGX59}`$kOhM5IV^m&bG_|7Qq05
zwUx#4=eUnN+d-i;saopl)H?&GS6;(ke<2{$cD|Dn1iU1775E;%f+#kHau34k9g*PD
zfV`*QR!6NqnKXyVFz6M}(}kTi6N{CFl_@p=V$lse^cY=`4_stQB4V&w4r)HWe$@Z?
z?e?_GZcVe*@!^&l6#U|$|Itk<!_&`ULRxT?>mdi9)3(j)!~I5B63lGr>Q_T^I}eWx
zU_<%5N=tv(K8=t;{y;nF&Fa=W!vUwsE2WLI6oyzpyWfFm<fl4rXEeMU$~!h=Yl<5u
zpuCiy;X<u|ZNs5vds}H}+f)-<Qh>l{R2zuEWyinC#OBX#7{n5JyT{<wNIMGoT};%4
zu73N1%Kg3c^>FOS>E+l?*)2%fKq``zFNOa5VI)RNGvUINtX9iv(R->5N%?QkKczx*
zit5Syi3pN``vvn7hm6gz%JSL7*YH0|D*QRfC)Y~rt+7b+TRlCmK5TyN4qh(Vv5SYw
z*c07zyVgVx*dJM1##mKrtN?S!(;q6~AHOQGBL@p;M|_;Su^O(&GF+t;NJNsZf_QpQ
zR<lD@Eu_u*5y3w27mRb6KbZiCb!X~Mwh*EwkRT@HM0jDDLV;^fMCtuY@23MC{&-8g
zkc2tn{6Wz;c7}E0>S<ZxLTa%!I0l6?YKc3CndLlZ`cUt--%ELG89C*%k!=3p^1CG_
z(TCC(jZf9KasCu;sFCFwmFhxXbE+$VMm4K8TtU3Z_c<q*o@mktjgQ!6`@slmIE9Bi
zLpCae`W7o_TU~zBdAZw~&Yp2xZ)Aq<4Nn{rW4XnfC}m&BTpA;Zvu-ry*p=5r`kONV
z?^@eIOpUv)I@YH9p<YZsEPs*4J+yjlxo}gzOpEZ;ww`=MIB>mAN1s#Hv3dG6n1-?l
zp?BJ)@QY6LrUrM6PEPRU-U%RaKi|h8!<G~M_qU)B9-kiJEmP$2(~*n65%EWn9)?y@
z`XWHY!3^R~WmL3u@SR?Zn<@{wHrl+)t%b4}oU;1n`kq{*d&Xk7(L5xFj=>V~hcU|9
z1%yaT2>_;stCLs8$l7&|OX7Q2`3avjctLmoLnIcqjh#4ZFfyZ-Ha{!!zN0!{k_iHB
zNm`8W$7GZhZL}(@j?U^U$+_49HT+7IgC&uIixTDte(g%jlAfdF0>mIQp>|F!_O_g?
z<fBd&FIBGjarqJNDf^{-Z2J|h_G1Z`Hq#RGsupiaOp%U_Fa$k;f^K@q4mAezeNicd
z{#-<(52q4Cdn<F8ROJ>~jWxiOP^62*%U-fd^P-{Y00O{=e`*9!0gQhO=fA_0&ksy`
zY*0b0G#Zlf7M<NWFYcBvExv`S`FwR064IO=cp_Mq@=AMoTe2PK%$m9H2qlThn!&x5
z>4d|M2B{y0<z%#;blpU&;$<X>Po6N8jUB=3?k}B|Sy9m-GbZ4Eu>_lwZ6)m(c3+Yh
za+R!wZcUfw$4k-b^vRj1K>>lYy#mEQUK}}$B@4tPKyxPtEjHtQkQvxV^R?KUJWw_$
zfiMZ2q&8mBJzGi|@mS3(>Y=&F>qRBjgoY+m<}c(U;lsUw1n=S8e`JhXh=Cv5LV@(^
z&k)w19@3!8B=D7YBch_CG%Ej2M__Oa#o|2&@}5KZ&*07?lj~<2FfwcxU0k}tyH+{f
z&q63V>~y!(EY1OY;&$02sNxS%gFabmYUVWcMga~Fsu@~2p%$7I^0wud>IG=v!(()M
z1vEb9os?kv-H!vpy~oD3O{|NZ9C4GW%*hkc6L;x$)I18_o3hmN9+zU6J~_#;Xyl4_
zw=&=hq?=A??gb2Avcr!vw+9tVUX`T@P5D7c`{xU>L#5(Tl7Q(EO=-voR_k3`)CF8p
z3b;w*AB=N-SmfLF?Zcvx3-W^biMc(9CKT~`GHY8_ot3y!@QOJFL?~6-D9FmJbfO2g
z)1q<6v?siXq`H=o>{bQBdygaDLFo7hRj=?S^?RTGY>up)l*E>nNE-bX%S$9E8UR`6
z1^)8}r~_~wxc+e-yxapq1>jF7q{ph1`u<ct$bK_K@}Va&9;*^-PzeFRM3$<Gos-68
zwVa5?WpCK2b)Ir;8xXkjFCcf5fak>&=?XYyTjXvY8`%Y{4i_PzM#YEOK-GEcp@n~q
z6-PlpRtvgG&$5$nyKM(cvTTy9$s!I{<0V{vGwWoTAHf8QrfPNq{nbO|U1nv2xM*;_
z!OU&DSUBO^OS4Pw7@0mjsTr&#shg%z*f;5L?XOCyemu%@h{2*Ab@*5O>Lw-fzb?;*
zM-<p;s#>nbx%0`~OHS<l@(KS7j>cRx%V;2hk2xWTAhL>JjWh)F(B5}BXJH+%!UzSV
z`)R5_LpS&PU%wr#oIEnrzQB=i&Q_vcHwP)<8a3|NlG!X1W)FLvRmzF%aq6RH;8BX1
zq$HK#)rp}KTu8A>RPt8q))yv0>R+|6ae|vMk&t%MF;~JLbd+Zg#*%$=PsWT<!oq-G
zP`SOw^wnGm`)<Qu?X_9sMO-@bfm}G+E7$NQ#T=P;Wln1nDg1ngaQM;|Q!Ome=kbFJ
z%a)-P4FVOi4#oPZTGLVBJJjUWCW5#kvwKRE7({3W4L`2TLz&EVZ02C$z?cIx;5!7^
z-eM+y&ur=|uz?C9M5HcN`%0qvnlr^^U5Gw?9!zE81)B^N@IStdan=043|Lj8keVH$
zIj_;AZ9cq>kJ6Nwnn{niZX#iNeLlzn*#!f${$LiKca3puvIqySZq-rxF0fwCNF0L?
zV^yZ0Hc(ieezaI#BcK!honbjw0Uvd=t)fpK{cHLl^hCFW*;aYH!?4E{co9NlD|E#V
z(o~Ze^Xdsb$$>Ub@;k@+TUxL~r5kHIPwo5a{JID5XXgoHg)uzcWrgy%5jhAQ7W(Tl
z0^PFrrhMVsqyc)Eeg2Vpm@RDt17dmh-FxHT%9pyhWsHHlT=ped7=@>=;m6RQ41Fgc
zBI~-mX?vAqE&vh0PXYPmI^&JNjLF`=Vptde!sJgvJ(*|(5@;bf@SY~aPM+*A!!1)t
zW-0PZHY46JcbmZjHg)IFn!%Xg=1L~9$_VmM!=f-fr$TE#Qz9M>q9qUV0#Icxc@*d!
zlMNR&pE#DTUbW>i-uI{~_aQiM@@=c34Pv}81C#~jv{I7zt^!ErjcBG;J|Ye5m5DYd
zO+sVF?x}%9m}3~u6=9W4ilEgMr-y8XAza6kHw%aK48lx1wJscaBWx(n$<vyNT25MR
zcK4RdD^q-`0$vSxIk<wVNN&q~O3t7>PiE|Z0*GapIBX4&MNPooZ_cO5om8l#jJzj0
z*TRdkI6Q{)poQ}!U59D`t|h|}d4AvjBrNu<C`$fT6eR?Wlm2pT{bTX*0q?vA724pa
zvBPCf!OE1A%O3>}rzLB9w>63Z`$w~I6HAuX44#`}@iTa$>5b7?-7<{t<HWJJYOD3$
zYz;XxQ-TJl3?;KzP<+~l?&znUme#bA^^WGbCI}b1qi!l{jUwCLgT+vjt2U~`Y>6wB
z!Urph=zztPPw*C*CE8=)>~<2<7kroYM3O@}z?VkYP0XZO=MLh5h7l*!Ix&FpeKOF4
zFF4*RK?t;fl214Er_Pk-z5w)f-gk3K1@P^YjNNY*ngMozg2pL~`+1y*caj=`O919A
zshzD)uQ!pn7YePB?wGG$ugzDcNEAqfiEP@aG-*IW@&%%{E8N+fO#jOY9h``CycKIk
zpirHP^J9bSBmPQp<^uWadV?Y}NY#bfs)LGT*Xf>_qS(yAPgdu)1l(`h-b0-uknGFV
z<-N9RHbF+=tre@$C5IW-71TJtUes8?S=XJ!Q_Idl)c^9G0L;<Ev@CjN>GHdxWSp$!
zbOf3?<xjK6PX6g@RsKsXxbsPZ>+Y}3rZob^I%`?1L}P_$m+jJA_J+PW+PpeiWRx85
z(`}K!TUk=Pg~sjSm}clB>dxKU<)t51vP1k}22BfgC!_M+zY>#twouvhmSGPX&eucm
zRa-TcR}OlgvSdGk)W}+`Q43rTM}r#w_w1Tk0YdSzF#W~NdDF$*IjN5esmXYT0qz=t
z*xConi>q*i4d@D>rcqdwZ-?qF_fLwrb$()E#bt8PL$+f~fr)3e`ynzU?l_W1!F4=H
z7wv6`@_v}gVF>y@j?q+lPbbj4kjK$pEn1>nA?H(zDO4|h<uZ<*edlVX&D)9IsE`Bp
zLlnvKV~Dt>%z1M3Ug?j=4*j$t3?U0w9Z~u*2>h+q*WYs#+m{e4*a!j&KZ@~IrE!ob
zcvnzk@zjzj3hBY3vddp!bkSoZdu!!H1Pc<->+L5S$D;e-aDWJIEOF_i_1H(ch!bk0
zDo1}B8sr)Mf7rj}>kB6q1ik73_7BrUU&+lTT>bJt6Ztt9Etf}+2@+(Q%*DM?>{at{
zE3{mq6QVxRFO^NP>e<7}yX`}gXN5<L^Hz#AiFs!)17lCpG?pf8WvNqOJRy>(hHx(f
zEg!pp>6*bOstaHg*c^1N3Dm0JJovs2>35)J>+m@1I1%6Ohyihv#MR*1<{t_^a=Lp<
z3E~kCfnFpYtcTH7v?PJpM=33qXPX&3#FqfRe=&|}D@)BZJnw;8qt?B%{$u#dXUwb<
zLu&3XgNd-#ZKAnND38bR-y?DqL8QIaEP9?TL4e5k8=izrN4)%B6Rc}^{9o*(ddw`6
z#N4%&kMDN`V4L1H*4Zs!C<%B|$oM5@1fgS^(Oam{ObS~qjKe~~q!|Ts7hgKV%N9zx
zldt#^@xtO@UFS2w=L`!M5<B>D30c<w_FI$VxbWHtCjHqc(DNFN#{(j7YaIXfDUWn;
zT&rAWi(?V%f;UVMWLX@sCKmyVjj^il!D}3#x49%xR3W4Z%Yy`WF7;yK_;HKDL-*%p
zp|rG%`-r9`L<pc~TEdDQzU(A}<ed$Vb(Aq+E2dyxhy^KYfEZbClbte<qmS*u;KRSg
z19SM*_jN;WeLAYCq4Py>)FF?j`0#S<`|I2ziEQM@c^77CyvFlvfmZ*0K<dKO-2?3B
zHzLgTA@dd;EV3#4(YIR~{9k!X-jaZ|CZr=L?;~?F4YM-(ug_Bu$i!mE+J$rICt7lx
zt+!LuQR4Zh3W+3NIXW;>(Iniq=YiJrW#VeB|KP=!W>+Kv!v^CkT{54}hWLf!s)OJV
zo!*r`?c$&_l%}(_ioqdwQS2W&jrxdw)e|fy6Zna_@vhI75hS?M7TTW^bkGHq4qY)*
zdTFY7kur`DGINye=k;nq=G|*}5)RjTVq5E|c8;0juS8V9A$LzI8u-;078Z=Z0W*VW
z!=LTff6gzYsMe^ppTQ*cgL-Bxjvh&fRO^0*;pvSsf3)z|VjK$yfQYUZL{?wcT(h9$
z<`hJXVt|kX<1PE;dlD;A?WY+6uZz(-BNr}4^OW#rkZB0Han8^qa1dim@y(cj`?80+
zHCuYAB}jbQx@>!Ywu^)&G%xci(Y?)pab;ROQ96h9IjLaT7l6x#V8I#g#w7-=m%1xH
z2=W>Sb|wXl82RgnH^LTUF=1hvSZ~-kZ8tpJ$#)}swZrXHPg5IV5D|MDzdwG77wdip
z9jyGnpYTKj!0WdBGHL+-(%5y{+fIsN4<xqfv1fb{Ah}ms4bj~2f})H4KGEylm;ug2
z*Fh4I?k|lyA7fED@&as@%c#&)=b0cdR8ajtnOW0G+N>JK3K66lgU1#J9ADwv;I&Ac
z9jc^@c(TP>Su)DqUsC3A0B@jQzPWcTY9;0-*{T)+T?M5NwB5UHX6&}_TFFp%?ZRPP
z6!^(eewex_i{Hj@&<VA!(HObr5iPo1;&+~yK?INgWs;!-veL(ge@5}=xc)rH{~o(k
zk&&NxMNpP1$u9Kp0UC@qGOV8zxv{_Hen4J3j|@ec40K*x;W%CBn`sL(ko^{n5E%+y
zl;R<M12qXG##0Me!g897He*8&5FLFcs*}yn5&87}cOYwf(IM;JHEDF^GV}4Td#<Du
zk8|+SZJpO^u^69}_%O5vymN|@$aeW+t-qq?b}NJ%)i%w1+*7w=DL%TLI_FJEejc9c
zsQMf=7ISuSA5}u+k_Xf12+@<eOe+|$qxq5s^&9IF4B$Eb>u3Z#pfSiDamKZJwt@>i
ziQ$7}0~@8j5g$fnlD;M%6%&TohnR^iPDxwG2Xz#qW&uxX=dEKQust@m<=PI-hO}YW
zG}VReyk7~jXcZ^%LY4hoq0X0LgU=@OMyKo4$5ui8i&8&D#=uhXU?41p6RQ`_6+RNw
z$N|SGL87I3jI=B(1Z2J?du;w*GX4*uBpH!~5isUn7BDN?sQ59#9g8>Cs$wA9LOb3e
z`i0;W(wHa#BE3U>E`yECzG6rAz(hh64cu#Oy=>Y3_Fa-gt^JRm5r8m78WK?PS_Sq>
zcmvn<!T@`4v62jU?Nr75@I*6X&qwm}@0B#kdUu%`Hgt#d1rOgqpTbf4NHS?dPXzUT
z!nNaYU_Tl^rBZaALpB}lfTMXD&$)RkLag@XR0YI4O*3$y2r2yS-JIo80Db&r%j;xW
z`2zXsd<{l)0cNxPck-=h?ncCASeC4t$Fuo-KIs#zsj+P%CJ7b9SER4UY6^uV5cAmM
zBWiaY_=jE~OK+Yh#}^#UJ8L}WQ-87y*E-#SVhd7M$K_Mv{KKm~#z<(NW71FfD5?vx
zTm2MoxjlCJnkcFPC5q=Hi5X}s0kX-KE3*s+pW1@o_PPIJ#0TO^e#}qLB|o0G+e;;7
z#gv!BG0Lh>-Ouu5w8ZNcVL-`Dxc?E)PD^zxnZ((kd%PSFh@W)#RDL`7h4A4>$kTZW
z5bBGG5I!(m?U%GN7>M#v{XDd@)^J_WR#W4#mr$Acs;jseAcE(ySChdGq~IO}9qP1T
z%vGw3D?e;JN2%W-Jf7_I0R+{rt*yU0tyA59WZmV;bx6=M-ybL6q0?%eoohc{?rW!6
zQ`l}2+wFW)edZRhO7BtqyfZ&m|K_|s=5;d%AnQ@%o&eza-GtWzJ8TyyclDfV29Imo
z!!Ov^UJKPT2s}S0K@nO%0aRMx4*os||2~DX?jQaEX)U*xVIxa+&O*+Wt=ZnC0pWF^
z<>P97V3PwmlE-RND@VlrOhS1qy=5H;a!YcUP@%Y}33@tiqc@>pesG;TZ@owX=-I_Y
zWo1Wgk4HRRboX1qf%iWkGR_{Z*3zCYpL2bC-R}z@p3b8IB<rbvq=$W54tKrR9Gt^2
zWM4S$gz7s|inIIsI)5AZuqiEhRt2yLI0D{sur+ezrq0ulpxx405@Way9Ym4{@iMa-
z11itY@+tfkuPlrCzI~}2RA%wQmNZd;j5H~ZsS=&FC=%M-c^%0m#|x`F^V0{IYV}M6
z&sW7|eU5vhg3<Kf-@J$NQ0|gRE8N;xK)bvu=AB!JW?Y4?_gDL-7OvE5bh?_!5w+&%
z=DBOwdOCvIsPPrZ=R<tNno>05v>Gl42;S+O4c|xnPb9fb?B^x{1OwnyfXLB-0J_{x
z$e*eC<)Gg|pImj17Ds?KgFB#5Y@d)CIx@BTB&h)ZtfAR>)p;sM#KWF{4s?zlF#@+)
zJ-s<W#a9`4m!rcVFEvffhwwb-x$jOI$R14-2p@zD064GAJG*P$yIxub<540cKsxfC
znK3;eUU|mAF0C-4Q)?|uPcJqcKOjgyv+_$--al8%jX4#(T$=?C0lWji=i)ufL;XxV
zAdgQ1OfLY+Axt~h<`Nuf0g!N(%mG*Nx2J+|>;?yTKZ%4g_^v|hwPZ~vTnv34*xx>t
zVB~t?uOI#aJt+1_4Ab5U)n;o2IKCU*6HD)}M>$W%2q0kZPq*#*+$I1tMGC;=1)9CI
z{z;f0ivbWEIU>h%QW7tJAcbGUs@6GB*JeIv<pLD<R1B+=5@~;UipjZJoKZBmS*%OR
z@Om6k-l48Tvw_b8>Z}5S!j|<Dnp*L}KWj`@iVLnLK8^OQHD@tCW9)&?Z)?U{JOSte
z?c?zt&;>UOEl-rrcx;6<+yWhx|05)Zf+(7ym3Y8s26NDOa%UBYU+_ZIX&6|Lgb_l>
zh~uLW@}jz!(~W<S7CiVI3yKDf$@P(S<UPO644ZN2LL~+znL|9<sioo%SVov^ve+?l
zu?Pfq_oK(W837w6iY8H{!>LmBy&?|M04CBCoi=B^z)x4F!^Ck=mn+mqtOu@fD&UGA
z2{mMjMU?`d;J8{)*BGbi*_F4nItn{6AsJGGP9TpO`~eEc{nFaX+|7AEac{=MO;K9l
zylq$1sXsdU!!NJnJvoEUg$y3jNGZ3+XKeigevRPPRK_C)rJ<m~{|i>3$Y*6>O)MIy
z<Uor0jkhmIvspxPi^L{;u5aUdGH+9F@C+^Kw=qt2+*);WLQ!3(nvA=|u7BJrXb8|{
z16sQZGC1-MGX8(j5|j=`($5ZThast%*Sm-A-TBuC3UOhpOTzj}>P2ZM)r|boWyM~Z
z87+G-6NfRLD9ER#s;8;PVrKQS6H|#xeEw$aH}6e&p;Fk4()yK-H8kVnS7X1*lTif9
zPg>p-X0E$kR2u8CFvDD6Baopw9(elLLWxMlM(Yj2+#0#w#<{s%9u<|tkf<Xm_R!Mb
z%nrgc=!j!u(@&X)WHwn-^JY4X;*e`o^j}GOA-EnHwyad24|a&Cy(TN<s%X88$#{Hj
z?9lH!bbN3?|FtJ?nTCWVv_t(c@X=bc!E<PyzKb)&zAf0{pkCwR=wQ{=ZRB(X{Ne02
z6dZv8UWPQr4JZTxDnd3F+?z67Z|m?MuZ`BOtiFBcygO`Zz7cs*lrIu}Nh2B`y=Y6z
ziqxuW&rY1if;6}O02A0lOI50l?_oUW=%F9KCs&ln$^aE}&qf9632#BcXUe!_A{_&4
zP9L5Z*wf(ix`r%?arxNh3?$jdce(FuUaIuYDQs&2s{PubRW-Hd;&olc6JT5G!fQsj
z>8e}9V4*recqeGkc^ySGIbMnUdwCS4`t4olIzk8sr0Rwsrt;Oq0Rw$>%z_Z|9a`sI
zA8V}|00nQeDXihO;tv#=$Y3%g9q!Ly1KRYw$EFiLy`UhAb^SLM+8^go({`Pls=G}&
zB$dT#XwX@W><<y#WC6x5>PjEuZ5*-&HMmZRK5^Ohcz1hLwM4UYJ#|)pS@qC3tG<X_
z$cxV-)r6v2|2pTlLG^(WS|ylD=lzWjt*8u2u@W40Xi&L`uKgU0ZZky!wK^9*XUq2S
z6OQo%g7PNH^BxSMj))xZ%tCfV6k_qd^h=)Asl?j?ZA0O}eJN#3WWV~tioq}8we8HJ
zDRI1MVg$Fm_#Qutl$n_8wC?UIK603pI?PmRKXDTw3&~1IxV71<2}&nD#vp{w|CnpD
zHjc7aLl6T9Mc1oW))uCwoIo$h<C>y&QAtfH@gFunN|f92<5{IHXoE5J&GFAGL4)>J
z9x^XS3^At0!mB5b_S5gaLI%JhzGQA8avumZ90HIa`A<>O&)pa&TK5G&2Ad)<@+o7@
zy{uf?%YCu~2y=79!x|5(jZ2A)W;~S#9X6lfU6cK$LeK+-1fl1G%gFjov!}nH_Pg?1
zLW;S*fp|%GUHEIM0|t>Pj^m1L*F?hjhl2pmo{Fg9al6QJ>GbmRixuE6)`279W87~h
z4LR(Kr$w6QC<q|kMCX;zwA|NA3b$dk0M5tVZ<U4l`THfi85qs|@+yLY&vhKi8ZII<
z=;=TyNy6jSp~B#q^dn#sWVJVWVm4>da_qs?)W2~&{hxe;mrhv~SZtP4hy-_GK|GJc
zZJ0KXhg5Vl>!sOhQ@g29J8YWA)u(4rJkig~3XkFv?RwcQb+1H#n~xAe)%wi0p{SNH
zj#7WTzn*D(6hRT%eY~qZ(R9zpC%#q%TL1ER*h>KWPw()JaoTywbAROV&pIiovhyA4
z=AFg6HrI|5R!b|azwiZTKHP<oB=Pj%r)+vj8YaW;@`TQCwdOaH<+GJ!)`PH$m;i6t
z+;bcY(mmH2DptktahlQI_>?PmR}T~W!xLJog&rnxBnh5wBu`<3r9uH4Pn8q$F7|!w
zLJo$>RA4LynmK2PN^khNuj{mb5%*!t;+HF>6h7Uc=msptWCASLc8a*7MIiE0FLS^!
z*;<~f#*(CHQZ?MoPP=~;pQaqak$>>v{tr(caEr8F9I2m|!2tc8xn10%ryHnAt9e0w
zy3Sj&=zSLRF_BN->UX;C>;P1Qgr~Eee$KW#+utbp%ajLll6cu-oLNUSMkI&uELZ3a
z+qxuOI=k$^!qyHqN|JsHMo;x)^_7-jH1&1Wp&VZc*J3<UqW+VvDeyt0wCi|dEc6{E
zi_I$TPp#~Z8*mt*f{UuXA8w1K;Vb*N6bs5bCefuCv5cLyO`Jaq=!4MPUiR;P(vQN(
zNuEm2hn3T!=pO|i%g`Vkb2oZgzws9M#?ePtOY1z6>!I&W`PS41V)e?l)y5p&XCv^C
zh6AW%dtROpxY&00jJ2&b>arU1Ea%5T0&$zJ*p2ZS?GqmHSC^Zvj~!7OpE}SpTz=K{
zDjuY$FFrR({s!LD3xtmmW^+LhY)WGMFOY-1>vH|(y5aOQb5VP4HFRC!pmWMNxfyWE
zoYeGH<~fYB2zosGw%SL>>d)SEWW5U(Nu}+~TVa`SXS0M}VeHv4{NVg^!qhp*c#t-p
z8tuG6OAZ$p(?#apv8n8%sC0<nr<0_g87YrAsb)V3L%O&c6HxVpjk6<iI0@=#19U?@
zi-l50>|w~W^I)~j1FE4M_T=&;p=7(;X6tWnm2P@*Df;)WwBBZ<<Tc1SY9+Z^@L5CS
zvi3SVrjG{V?LuvqzYyvG4|(s4-xHaH2zE;PuNZFxrf&L29BGmuuokE#A3ydFb#FdQ
zlsJ{KZ-%?K+2;%*TKM*W&Rk<rAB1or`UePiZInXplwpN?yLBM=!tS;S7h(k@r{Ns7
zs-e`1VpG{Tg_p54m%K`S??V*L$haMH_9I-*y3X0u#?UtgL?P!Gm9L<+H{hJ=$TT+Z
zbuRr^I#WX7cgBTtRflF>7GkeX#^@BBO{lK&xmrq1<P%dU5EqL|swAwxiv=~5Vn8%N
zI_2uEYdBFEh!O)gQI2>o=7ZnT*S{h!*%}q4C5nG_xP>qi3vP-KlaTYG264mB089x3
ziJ~3FCebqZnG~3?FUo4wB*+2qvgFC{8c8yx72iQ}Q&a4pd{FXJlXXKEd5vX?F7stY
zjnc+G$WHYQNhW2#1bBLmta}2Z)ZGRo&P@6n0?$$JXgcE^sCFyj@N`nWAcV6q!bNNT
zba%c+(!tk!BKvI8d8edtKHY`ug#N~v0wCrf4!Qd$nOJo_o-E->>k+YG%>3rq8Vz+A
zT8uZ=O&AdHf5k0d5>9kb*Abrz{@m64i4+1C9{)+9_jnC*9>=o8Q1NmFXyve{$;lfE
zS5;sime!5bl1aI7=v5>5Fx55Sfopfu99Fp)$qHr>fb{I*(e*N&chh?+&?I>OsEmqt
zc8jVe^Ecupd!I#tHn48G*U1>?XQLHac-n?BiY&_qN3WAr_oWfF#k@Y#!$rhUz7Ojl
zEQi=%IF`$=g;&18D4-aYxkD)~n}0_w8zFlw7x~quLqwMANNoG0=I#FH66EA4V5HxO
z_tt&L?He?rx4(Qw`zzb_a*^W$gaH42{g&_rP;m<sKy?eleJ-jlczM55nA2zkt=5Z?
zT>FaHKVUMm{NNxQG|b?T*N!QlRre+uyy)*@wo_S~sZ!BowBF^f1(ONQWRGFs5jX-B
z$Bv~V<b6+zP)pZpL+$}$8m6uba!br~#5ksiO07!Od@>#o3uoNF{Hh$xuo7K_eVgUA
z--<F^7p%<|<IQF%$ng0(72F7;8SiaNI*Yg-WCk59tx9Q8{)Ttgkcd!|@Km25qCZ$;
z4hdS>f|x-8aDR$~<SC+p_D`csv_x#!38a(NKc)PaP<197Xjad%L{R}RbllHm2kOC%
z!luYuw_4LO@uFWW*lkYOB?rsdp`xP-mfmJ4BxcgM==<+F2w_1}IhZ`jq2c1pHDOhC
z3VTZ6!wWx4GM(0yX`<q=d5|-%hbPQ%J4O#VTup^oJ3?aVu`7C!UyZEANm-+_?(26A
zqu@)E0mw2_zFl(?JC^BPOKHgo=8zDH(_6BDtYme=eTDPvE)9hcGUr`P!z#JyZb;Gc
z_h(Z6pAy>|^w>|`E!a);bgio-LV0mM%EWDOe|oVn*gjKD|8;@&4>o*qY!HNba5)5`
z%4;~y?^jd-x`fFHNg!RtW|u}K9q^V1uKMpE9A~hL@PUYqJZv<~6eVariq4mOxn)mN
z-k@^*8%{rOKCJmgZ&*H6-aM`{cd;8wS4P#E#Z;E4Y7<?BN-;J}Dn}(N-O!L^C~3{F
zsBsXC1o>#ap>JoUlYZr0KpCCg$jc%;5J8etMZY}{vo#`z7Al@%`;@X6Si&=xTVE7w
zwkCQ;H5ifJ+=mLr1`VZ3T<e#m7+5Wco7nI(@6}(w-wP)~q92gM{$&B95mO~zF8U)!
z>!%>0Wy248@%8{w+&aRLuV#09DDs&<>R9(+_c-D*zZKEFvH+Ri806p(bSrK&Xb3_l
zHYgti>XKlS4pR8^s-%N898Ew9iKtzMS432cdhAEIbW@RK*gCk@OsmlPS_a;%Oc1D)
zNb}8@Wa3UM)Y&NXi5G?yKpcA%;&$Uixe0Z%p8KJlw14YrC^jDtC4pfIfh|<qrplyo
z9}1@p@Kvk$5{9X(dnHD-eb1kzT-)4&Qj-E4AjKeGr1dT2ZDiA~7Q2o=deHAs)_@A}
z^1z=F%J+xSMFdC<AWei%=?xTa1zlqpL@gyDGY18S&^svJPm+5z<{MsV^4Y_*_u-x6
zYKCNw^GYg~6|@M0icXMbTr-8(Y8NcS=f#QVp^^>KG)3;i8g=QJB4`FerDWwC^1~Hk
zDMmSes3mhq^{dy1gOEO={e`b^aKOMJ0Z)UUM|{a=iB8;E4T@r`54&FpNy&pUk=;_3
z)Mv}EMQbBSU!xj~uxo&v{ZVkkE&V|0Gnr%3C-IMI8;ZYUqAV}$HU*~VQaDlDES3Df
zsM%E`kZI697@xn#m|NoW#ZZUBcEpZ-CMSN=RUkPUbd?g`z5;!!0sX2rPELq7E>j4?
zB*?I;U(VAM&4~$DP#I!J$cgD*Nm&eh<64?sU`LOnIEeFyRTxLzFhpdsowlAc#J=IR
z9vi>vZQpl6|4wpTL-b!gA~#__bA4fWK8ub5=DtEkp24TI7%52KsP^+&Lz8B<A&Om&
z*s6#+GqbTC0c27gVGLodFJHd)<o$&<|HC2rejfaHwaM>S@*g~Kv7XxO!3M3oiOHWr
zRU8hDxxVDaQtS#jXxbEYQeQH*i7dDBE#|3|1S&D>+K>)C#bN!)u!_Gc#Ui3h)w@e{
z#nRAuwbj0coq=vAQgF2FG4<TB_Y0YV<;tloz#0^<LLQ6C!XVeJCxN7QELxxmP0@Ok
zbqoc;BH7ostg;wJ4=vGt?CaThTja@CsvjCLZBtBU6h6)ljY2YLg>*j&{a1$m_gMbX
zJ@fL!MZ*~X9kUO25Qg-oA30;FeN)rZo+Zw`4ee@5*lQ;<_z8N%&trN`_I2?%ykGrD
z@k(DnPN;rvsS<US@CXgqO%g;}X(<75t%0Dam7eTfsH?O@M)5;W*E*N329~How%)Sl
z<spVntY!jE)#vN-coP7LtV60Q4Hj1YUK}3IR%)q72d!gB#6c9K26I`J3tBiG&N62@
zW6HBeya>MD;Q{md(}7*nTrZKAp>3{3;P*}uf%WQ5w<sYH^Qa<DSvTeEf%5m_%uK%j
zRG}K*5#Dx7|GQe@U9YN<F;JpG<=HQE<h=#|A!MlE#jQ;@cEv&^M;^En5xf>0e?7R6
zlQl`vu1DRZF0?brRIZs5L_sb-uObBE&{Vdfhhtu+sZd022x>(BYWk2Zj#ef2^MM55
z7!0D);_g+V3o`>M3T`Cc02Ldk>XhIPd_T+B${2pa7HjQOjib$CwozxJCS=k+wSOZl
zOx5#i*sh#|c@dQc{MP{R(O;Inm%Zi-_4-dx`){xWZxuLys%kPa71R4pl)Os*8SPB<
z5}aun(IimW!jNukpA(dQQR2MQH>wHLLFM8Tn6Y0+^%S?EheNBxR=iy{GxKcVMaW@n
zI-mAm<=aT+DmbfuS<8c#!7V|)300OwQsZ@3{)U#y7eKF9S>92NsSL%HgM(c)Q@Azm
zIwu2<n>;B$trIBorh<>GwTbvUh4Saiw7i5gW7}0nSF!dO#FKI?i3GhU<R9~)Aiwb^
zo$n&TII;g}4H@uf1R}@(ng{{&rnerP9~e0lfZ*8?^QNKEEJL=<!gQKLrdNrXDwYit
zR^ZLv5x8G!A1XvyGiPNq$O?+u;7j|8O5%2&DXs8eimQyHXaFK84P}CZTLeR*Yahb6
zX+bo+CONqRTR=rODk~EnnYD6>gJffwt#^*n*<LHtUPL^Sge-$k8NOWQzET)^(GuUH
z7(mGgTM;y!U(ZG<L|869u=jqnNV5L&CL(0}SGNB$=jol$^Na_SIRP9a$94KtV3OZs
z|Hpd$93{`qt^zzUN*q<6%8)thV9^AaD+L&r@YVEY_GMbw8A)Ku#)UPBT8sR}ZjLAg
z2B#>*xi_afRhG*L@{8p9-pCY4#Z;e{&g{0J;FIyFIc-a%mYEF5;gA*MfvTTT$q^9u
zK-?(8-oRdD&UUs7e@|5~W=NmqW+FD<H+MX$!GJbRuJLWM7A8cOcuc1K*6dpTqvs#U
z^xrGe|9HL<-uV$rnw;it{8^+(XT#|1RTCQ1{A8m1$Jhs32asK-=`D-}%8)D(%oWAW
zXXmY6$#KM*=Rd@k^OOJ*S+~>Iv@CLkg?d$n&u>xfZRy>I5N8NEqmQQzuea=F-t)Eu
zdqjLtLY6fF$rh;vXL<^QYe;PnHwpP(7Y@t*)d+L~T|!#(iteF5`K&?cUCa}enE9xH
zWvB^zEJe$Tdk1I1wo;Kaf{8HlEF@?!G8c7s04icb67UNY>HLoHlVCD-rs4cvl71J<
z*ot+A{k{2@iZ=42tR~-Q=gUU(7f%1Bkv3Ra2PefHo>8ZGEBi{oRS7J>jA^^B2v+Nn
zC=Vl3r{c}W0CE#p+|j_iMXN_ewtc}F`eNZt!3{+d8`5J@SX|Sw6mOF{-7q{B)G**5
zp1ot*JYJk0?Y;3emvDA<QBy0j7RPwcnE(t0qHmN>pt3AozE2AtnUT1AYX0C?L7k{e
z|CP^Tls@#cA^roI*vmXd8VoQQhX0bAUm(NTVqz%0DirnxkR52EjjXDNq3$YU3g#2+
zr_`WQd@QAVw{|s3RVt;4;L{k^z9oRaS-@dDSI$0GQw5~A$DM3Z4-R%_&~J*6D#AZ;
zRK6YBB@AA{xJc+`V|bks8D=i(C$F3=bP9)4+Pw6<>Uq2F)jBhlX;s+h_asd$)v#At
zn#JJ#-V~-hPoM?4yl4>I${|yt4ASp^CVV@aF^RMpbpO4dTlh`l{=dHCe=++hkWeDC
z{66Nbp9WLVI1xeC7cr|XIL-%^=Q7V#9E|-+^>o}<&nx&=N72Ox$DEBu%xZVid7pvj
z4k--1K_9!4jUHFz!B5Lnkj^O0q+HOG%z1D9h&;|#I5mms)bJ|YgsOxw@10+p{?mnc
zss50X%&S9(3=nIubW?>LPEcC`2-6Zqq?zC-5(XB(&R=28ef#leGC5YNYZn|flV&C*
z2S0;tgl~2n(+Ed4zjz^Tyo>pgCOeYZg9S+DgTK8zzk8{kz1IUN&yk#g0xe6GYKD}7
za9q~=KZ2`|PO~*8zRSfnfEz6{AEY3||K%&eUDI-Z($WCruoJ9LDt-gqfgE=Ea}IlK
zEUCuiGC3UJEdvS}Hoz^{k4yr>rNJw;;eSxqqmVB$>}fu`9hyTvP!LY%WYr}QIoxtv
zTmg$YS&>qGW~x$6xkmI{yPaX>%ocO=3AgG0mb*5h?te+1;@z)>M~(sj`QMVO?SCZK
z$K<=;2>55o)uTsk|9TUi!)mcR;_2y@^=kQHENR8sa3ETd$aZ)dwBqYwDqC68bNBeC
z70{PrR{(Qg1t2nKrxk#B*G4$&YAf(5HkOj-dG^7h^NK&QFl=u%#hH77a&E|c@MyM`
z%qRb1Y9Y5!X%OFzozg7gGO@jY%L*$cikVizx8X!(f+L?(74P2r&=w-ta;~xF+MwMD
z%5xe=O|lDRIis9TOq5|!_f8qvOedCeq{Xor=8Y2Bd}8g|X2udRS@eMG>C`OahKdWM
zqYR6SVDicN+`ON}zZ`4Q=nSv7LrK3+!we@=Vq|VqxFEwOsbd8TG3rr|B1BqzAUPlQ
z3D7qFZX?Ixa?udk0J7d#|518d?+2rSTG$?+^j(MjFCQ+dz&MQjHhUvZ^;L$R;o-e0
zc&JeTI`;U!B6U8=^O@rO5s&lo2Wab4PRg36+en3{$CY&jH-4x*vpArH)BHEX{<=Fj
zhm!%tPyqM;G<N3EP`7;;FVbS)B1;t6qEyOImL5i!ELpOREu^L>WXZ0KW$aTTON1HA
z#Ei0)kx5a)ligr2s7z)g8ph81v-DK&+j-A3|J-N(nRD(r_wWAQ_xJO?u8Vo3_bI;N
zeNg9-#LCLbZ=g%9*gQv>U!~m03ja+3F#OWDH5vpE>QB94s52fSdb{i*X9SU-<$D-G
zIOtCzns`5Stc6A5`+GjFKKsbvxxSTG%nV*+LAF1~TGM(F<)G&l8ZBRidA@=02%SKM
zwpKm+P3znO_^bmi?!3sCb7Jj=mD3;RZUaomqS!Vnbc61{mx5h~lRhS#$+oU8Z=ZYV
zoG;c(?>{{hI|(S>0i*KC7k&&N-y6uf9w!r8;nRUxK^-~b>RtqFT1NWNoS1MM;U>t3
zK_lvd(=+PI6voaLF27o~3OR{A_VD@YI7V4yww-hg)PWQJJFVPGT0~glksIpNnX9a5
z1EML@bZBrJe>6`s=rc{i-o+)U_<D|*8S9=jk?<^ehkzT|7Re?22jFr%>O^8aV$3G&
z@wsd<PtHtF3~iotAbZciL6eGzOGmxtQxJL&31*hV8J3wk<z}zsD6*qar-hVrr9J0s
zW*O-q!6OcMUpl>&u+UV4miXRH*HjI_*=f$>b@mCAjY)Al0e^~L_-4EOQsgurv4jM4
zNZ>S=252&(nhT@fvg|D_Nyx0FSGHwXY<@<G`9(C|b#lW%`JU}PHOZin1|7mmcHoBG
z8eXOuYG870a{1qx#TQX+np~3yXK|zzz6QV)S&Q}3+6qJM+rY;UDqkBD8eXK831qHS
zkV~KhH02ZyT4fE+&-R*+2L(~)KT30mnUevZ_<DqMZAhIyXnC3xzOx%hH<(<ct##8m
zd^T;VQV+H6p35kugzzyY=GWxuDeFM=gTvGZzuKjDG#tLvSe%$TI_O3DN)FxPeRU$^
z>+21e`!v8>maFjDXQu1J=lTNYvfK)pH?d#x7WTueV?Xb1^0%z^H~l|E$e3Hdl09^k
z2sLbr!BAI1j|<h39=8TFuCBAaJ~S<fQ#wxkhZLFIaja^PPymMTJ-DEs({`-oYkIip
z@grEa77EME`9PdCscFF#nVuXn`bzfkf$iNw9a%>0{>K_UzEH)hQWQRnrxCcZmf#$g
zlX=@>oXp4A*Py(kGyaL>$JR!wy;!RDe4r!sP<uFs52~rGjqao5H5^b_!w)KtHx&vp
zcJK@~&FHf5In(C-w~vQpZ>SVs#5_saH|}w%{X32VbcG!l^Q2?dSFM9n_4YtKNV6Z1
zL`&Z{EMT(^Xm)u<Bi@`<6H+e5EAHOnhc^TeRO(PD2WcpU2QgebxB6G#mO%Qc@@Aix
zkow0bu3DK_6e&s$cep%cj0r$Y^K3skG#IczE*1jPv*kC^v&#jQxql^co*?HDd^4F3
zxt)12M$g^d$KCMa`RhxI9MDM4!AZ(8R2hV5Jc_qEF~QBXUR(~y28713jez4jskx2k
zM6Pi*H33Ita|Ad;_^$5Q#yD%X>i5dO<za_K*Dw}IgZw}iHadF3DVDck<L#u7FIt(n
zj$`TVz5>F4hIrGaT)ppC40m8BGCEpqv9~!^05=u9HV@n7gECNG+{W`_X;O%E-3ss=
z0ST6HBegk)L^i>%p29z5E<V*hBv3jpHS8w-V-e8YgefXoq%Ndzb5Ae4e({cDe}CxT
z>G41YwC+2Mi{*Md#m$f<V;<F|;-WlVf_TO#%6Px<j#VHL<S2fW!SHqO>hA9kSqLTb
z=(N`}>q1xbRM$@lhz0;^hI+ie0{#RTkJnCZ;x~7ajk5cV0ME(MSc2c1pE=RJ!Kqnp
z=>H0SenHKNqSWGp+|A5rHU8&uFBq#h`>7=$X!>nj-`8dbwVblX=#g;3N{N}yCm@i!
zb~uCBl3C%{neU!va08gcx;4xT%1Xdc&E;`#>RnuLN43tn)421=7XB-*rw}8uKBzwS
z`CB_n6ENmbD3QiKYr|BX<Br2>?z%`QiQRS{Btjqkt0I6pC{tmAHV0xC>^T`M+5uw*
z&e{cajt>csc`ibY6zh3mU^+)yY`4JhDQa?9ik76!*~r`r(TP`EOLW~oU7x<D`V3HV
z%m{N-oI5F##48MRcbkfcmN1ROxUUI1u|fJcm&EQQ*j+M<XDpXb9C_Lj<)g7$U*ljq
zTV?cwW(0U^Ec8Tl8f%OnyCP+|HkKU<L@NNNtDfV<Hn1PU;BwJ{e=NT(o<y#!h%4b%
z-Y}OOL+}Hun7T^S%~p4cnSE5EyB;u}r1lW#`~lwI{=;>G{}b|@b&GLaJBm}b$Kq|g
zh$nGBIdlTy&!wq0H~9HF5l24lc$S<vp-Jr;H!G$ENqCKo>xN7;?pX_%M++%YaMmw9
zn|sC<7d3$M&gvKB(xZT;k-;y1Dw3b#N`YqQiA#~WuY__SBXMni!LGp73(LX={VZtg
zo})KZ*Go5W^OIY(HMEVSxgv*Jx#C?*P_^DRopewUT;tT3Jd)eq<hAd+83(uJ53d71
zFyf3%cEVDkpJV+X5n!Yan=CQVNMSUH83xl|HS}3THxz-}>4F(j0kA&#=@7PFSpm<;
zfTK-I2ls0TC+5{!B|r6IeQg_vti=W^8AGiKPRK&RJo^4)_zN|zgLsD+BEnP8AbQ-Z
z?aZ0xt!w-SgpP^)(;(d~<oOgT+AbZ;ZChkK!Mq$KrlCdD!Bp@Xq|X#go^mQYCrN-@
zp0e@gd4E^dJXLO(?(xpALJAr77G_m@svd*d*WYy_sn>WAX}UwZGVHYeExac~io6m}
zN7e?2MjhzBQy{+wNKbGR>=&v&^bE@<5)V$YLf+O-^a#;#*u8!=|EZJQl1pw4P5hC2
z-22tJQtRWBGjZCkJGx7?hFsr96n5k9KM_L7^OW(ji;j5b9%fZf^-9*uHwp8|Q+t+t
zLJnf!1XKTxl0D}a;YO6JyvrZUWnH_NzU+spI(oMJPO-vGC7nzSvj5@_>a^jOvX|pe
zgQ2H+o>Awi%h}Qr+pm?klvdYrg?sxrJn9&7T6VkM0WHGZsZ1vs)>#0AkS<uF8msa-
z`ttY5!w?1Xcc3?Pt<56rT)FI$eWaZ{yWgA4gGI6Jn&{^OP7j4ot9QFaUX$W}KKbfU
zC1~cU5p^$6oPZ~@Z1g@H7XH(a{u&^SZP5_p2xOr9WZpR*#SR{CNyU;_S(B^zhE?*+
z3=|~JMxxGM2%J-h(K&3*6q8)9;vE%|tT1eae@#k(Gj-J*m$1v2XcTUTpLE{k8dVzy
ztm34s4flqh_G25{yH4l96qDx028VzKK!%HII04i|rop<C4g7=OlPx;+cGE~X7}O4?
z7!|ABuylSYmm4}r{v&Z_ckYS8v|FL3tgyZ1O~L$-+^J_p&P`|K7?&xC$54sGOFe*M
z3pKjYBMayZHgC|s4{}D1L;Jof?QWsL_7rv?7qiY=!uq1ch%dK!J2a&!By?ME$2$8{
z2QnE(yWgIE8$KN9-^>)7lYBnma0f~SW5YTHG5j{;5vQbCB*Wk|$aJ<#xIx*f*KN-2
zhtb+^-<&VT=iV!zRPXoWfauzUCGkF0O~+VORPT;?7b7|D&3%RMrAuse-UZ$#-SB-;
z43)b_<=`%21H2WOTw_3v_v?PJwJmH74bQCPS>IlBHv!AD+>YC;gSx-wdwk48^$WT!
z@BP7pHv3SPUB_AG?WDk$O!zG;T_Dc)Y983<9KyQ&zb9ntK{1suVc(z7bV1Dj!BC9Z
zs1<*mjOla-L}m|?^YA@hdf5Tqj#BtZ=03zlq@GrSmj9uimt|%D;&)l;!bgDi8x@sG
z)3BN{uvX{(G`L<@61-k<5TWmu_&`fC-Rep^lW-+-gS%1TK<b-qz)Je_K9jGlkSAco
zX4Pt-7uKl)oo*37lN4;@RKaf4RHjw?k-;?%L3~K5$2i~9_wq$i!ej9}xBkvGah8I1
UMG<vL+ik!{U&jcH)pET1A3Y!zxBvhE
literal 0
HcmV?d00001
diff --git a/log/zPythonScripteTest/err_n_plots/IterPlot__noICVP_Vp__fwi_FWISO_iterate_m_allshots_5_3.png b/log/zPythonScripteTest/err_n_plots/IterPlot__noICVP_Vp__fwi_FWISO_iterate_m_allshots_5_3.png
new file mode 100644
index 0000000000000000000000000000000000000000..1f3100a792f91f96523e6c0514036d48330ef082
GIT binary patch
literal 42002
zcmaHyWl$Ykn63i^cY+fFA%eR*!GpVR2=4Cg?!kh)ySr;}cXxN!+i=dz)J)CXA5>TE
z0(SRW>$CTHJ5WkO2oVk!?%lh0h(Cq-W!}95R|0<8V8DS-+GrEA-@VJ6`^o=9&LQcj
z*)a)Up!xY_@7P)|^$`9iA*`~859L=AO=)m2{_CMqIJGWF0mx=`^eZQf(E~5;xI&T)
z7?KK-jG~JEg!kZJ9lvdV^Yqcp-6)T+F12z)`Q?wu#_wBi5B`k0Xwta*lABY|*wD~W
zSa`6vv%$%|v6B%<D6m#fM>uSXsY`7}bmpvG2`AaXA&NfA^*3E{82!}KEMqBVJn4R1
zDjG?_%UL@K<RW#vmW_k8=uFz3#{=`(=WA?qz~ykI9jV`am)ObbuS^$xpSz8#;c_gg
z3!=%d!}%wnxuWBIWkcL`*8D||V4NZtq-okG1!jjuj?(kQ=@x>*FrTxE)_DGx%g^qC
zX*~GV?1&zR-`>S_U4)Uwkl6H>YPcVS%-7>7G27D}OTLFz$AQjG<j@V}N1P3{uwL#w
z`>E1*?u(XDK6KCJ$a+LYSc5#?<tkn(C!wP8!jKxXp#0w#tpY)32~>s*rb2qzALto^
zRoLr!De&T`lwiJ~G$+|3NX87MQ1I(<a`5hPhuf>BZ2{WI`DBisq-epg+ji4&aN&R`
zW$BVqAC}Yl#Ate6UYO6ih|vG{MZ8=tvwMb7*@PD!#rK|O+}U&fy~&5Hn8<N;UewlJ
z8IoLal5tV5S>7hW<QVFp<)R${xI97WCKUKt(UDr^Hn*rXZsiOvWpp&Hn7u_kYEo(E
z%$GylF$#Sj9~9nxT%`ZylJHx(XsdM<hj`xf*CaPqJu<NrZW8!=77~;4tUTfnb)|+I
zEe1m{RPXX1i;R1YJgY3ycFrw&DG0OyzQ5&)cGfcOF(4<KP)^!1`jkY{2=3k)%Q*QH
zC9w>{z<&0LX8id7xhTYMmC(7!RF8VwWG#(-4Ur2{h=Uw2VNM)kyFNH*4lu7m6GTAz
zVo*-9LX1#LHO#D=QA5-1VZ;~goOB@9Lu+L%gaGx;2-PP?DfD+9Q8I>T5lbaWip!mh
zhy5>Ui-)T2{69wJ$Wkt=UDF)t7#krGD7?bTou2>qC5kNUJ;RGqLZk=F1f&7KKp-V0
z?$}2I{us`Dxji&#m6I<F@|kI<S86q>d8cxuT>PJ}IY3`0LyJ^9{f%~?R3t>6*<^@!
z6@ngYPavJ6WexU&Qq?{>{XlOJy-c#aR`uAH#UPayTN<A=zZMh&EgqJj$$Y01u{KXf
zj{X0f4{?zUnjWv3dW(csh8|2hMJ(8+kb2P@!s02~IfTv8hoPUo<ycDJu71U^d^08U
zCz6m4_M8_r{MfBUvDD}~uO{D3spK-RHf3R_y;F|fEm`96wB0zN6<PY+_q!eSrA96e
zN`dI)c3f#niOR3h1B4+vlaDbkk3sI$6!8DKt$)vQC?icNe4LyZ1sVmY>xO4q*UubL
zKsA|EIX^&n0I3plwLP|E5>MKyB2QemjK$|_F%ZuCsUbPfE^<r`l_<Z*p+SaiJi|bC
z3Ago8H#-|vO%2zg)ps_Xl|Ma}aLUn3!V_{W2niH$qe@#)o~Rn<Dz*0Cc2ah<P#OrW
zM#z^Y`)S*kl@$S<#o4vmr@el!TI+5__nYygZld$-0g1*_uZ>`Z*57S7pMj%EO`OV*
z-OwPzA4>t^G=DztV5%^>>S3j34iIL;PqN!z>n_sxx%!%kwnW9nxBe1~AK$*X-n2^1
z3Ld+!`jQ0k>&#n1-yA3^R`tgOg(+roVmM(Ce!Ad=$tcW<$ty8hE|RtKL!&4-DSi25
zv}f3F%yjd+H2^+1ZB%XsVjY5f443SFk#~ZHDo!F<=UI{$Gj|UBUJ^|5S7XO*ImvYv
zC$$&)uMY{W)CT6lJf=`7ROH$wwEB2nf6Jh#eo|Wquas{$YfH|HuDLgE9MXq3+_dZn
zYz7jmKkZ}aPfZ$>yWVVCt??l@-yY`-vlZN4Sxfm~zQsU)g6lO7t>wBfs-dB&`{9}5
zIVG3&c2j6#O>p0GroRN6gV@=@%!38tSDy&0okRMS<iAVyFBf;QM}NeF`dIY|K!a>C
zD6iQ>=2(ndQw9X84xmu0vKm{DIfE}zuDt7x!weLbm+uym;Hs+KpBXs4fCX}`eL(@4
z#9d#y{mT<8YW>MGR*U6UJuN)f>FOa(2>)i*2jZD2dE2K6Jo6^bn=4%+tG=vq=tJ&;
zFP6PwvAHR3Px1OICMJtjW>3><Ow0ySD{Eh%K5^Q1_=j=++LbE4AVDNObJ<CtiFlFu
zid(Q{BQi{{VBlS*tQ(PI%BFjoSJK)c3@;`lUihmuM^Y6o*0()I{6K+%?mbG)<wsGP
zg-_5aPdu_jl0_V(T``m=b<<|{3<H8mCH|IGG{a0Yy=c4SoPHHz**+w(e_OlDgbO+b
z-`!WkkmcO0V?J-XQ;VbMC$m;-6S@E^O7(J%GbOJVJU6)3LF2NTK8ODz6hAmnN>P7?
zj2zsDMa_QY@g%fmwU%o3a8vB=L=;7f>)zdeMXpei%IUmD?QXk*lS^<`KjNa(=5e2a
zFVBJIX#E*jaFw3JW+DH{?EL(zl@~WgiOBd$%p#3edH(NW*!3$d&UR7O1JgO8)DKq#
zW=>hw=pQ-iPM$vqiT|Oo8g1jkC)LDWc3!ziZQ5<9w~o8s6+ZVb6$BD>KtPh~w6wK`
z>UW}>rI!xF+)rzREBQsNxeKM=>5k^i-40^!E>=(@6B7C*-5%?rBomr;QoPw#RGXfz
z=lu!dFJ>B3O^pXkmga4`-Jg%4XVf3lwUKxC&bs{G5(p8|L>POX`HBjvqxJH6wkTfX
zNR!!8?2d*K36ZVs)P&@pN%3L!m-|8E($;T8QQt%BA4<$!w<m~?>UYvga0J6YIn7~7
zJRRV#EZV1X3Ve<F3%Yn(h@;k+sm%Nf@mARQ`N#Jr4GCOl2#;EzKT^>nbFi=@@S(C^
zMRyildS$eS;TIFpUG+V=T?JFyR6aA?7`))QU1UEIhoMDoZ`YiFF5>b?jz7@8h5ROH
znBzit<br=QQfQ~D`UlMH4NT{*=gp$dFq?IOb!Dd?V%_yV{Dh%@Nm)a~xqIsi0X~5h
zg-X-;+|F`{#zjg5S&)0U_($E3WmrGFRs5W+<;<1~UQ$YAVA(5r9vjSh@fu))c*zGt
zJsjlcRc(UM!qc5);ZppfM<?xr7SG*J1Gmz%tv8#oqJ!#h#@R*c(Kzs8x6eM{m0`OX
zMzWaEGKCr}=gKJOC{wv)H}hM!gMWl8@1BJ8jjNAhsWEK~hhs<nP|<w-kwdq?j@25s
z#@yWTd~Zf#?r*Lq^`Ls4-H{$@yi4EgSf+mf|5ELYZt9Cc@9DPA?&x#sW0z&?OJ^sM
zRd2GS`z>F#66xk^!tHyoX&78=wMIUca6Yykwo42~!XH2J*&yyNZM)m~lqdp8biUnG
zTWjilvg-u)wkOLwe7&D&EO?p&23<|#<;yEHH)`T5w}bmUz^(|MM?HrTKiN+5uZ(EB
zffN;OSHUs`z9MACX(*$${%U_sKPcy1`EnNbdnaz}mMajL2V>9#F0^s*0-Ki;NGE?9
zY$b0}u~p*BR@Cudlq;dUkgmYr`VH(P$NR}J*2PZbk-s{F2KLf6FW!{`T{q42lH7E|
z(@+R~?7W(}bv6^*M|ZK59??n)P4F-$S;4z3I`xl`=&YkNlgKi#@k#af^X7l73(4)o
zcJHmj=WFHtZ0tTv^7~5oT$lUcF{mQg!p+x+zi>i1#{GyYRtH1aq4*7FzjVP&b`U!1
zftkr3#nNLgFxt^|CVEgmk~%>xe(6XWq><1;8j4D(RM`dTW04!Fp{eJQ!1rG28?~2%
zFQjzzr>Td-a-o+m;j`w`7w|PErcT>)%nfeeZ`VbG@$i@f`zF5-Bj7QWiKZv3i{tBM
zIj*(Zk6YJ|9==#IWuMoLs1e~N1AR`$?j@4EXFQuO-I?~O*?ja(QHeDX%PA*Bjk+%c
zQ2$Vdq-BW_@W&<j)!lUe_Q&9{p)s4zKQD$j643#nkuM~%o8zE}Nud^bvW(S=1!olg
zyDRf8HuyIlo`K{<iXZHCQa{LXc`7<*BEdh*w$XRXJBp=8J$P_rAS$Zrzm<RDEc-ot
zpmZ6s{k7)`@THgFrh{>DG=B`v$lGW(P*gVjI9<GOe?q*|Gx8GdtY2NLFQBvDCH-{2
zMOj7q?(GOsAmC2!{K>q*iWE<*8TrHdvZWYXq*5*2;9`KCiuZDAAuDT~l!V7*_AsE4
za(Mef{Ji3SQDo(rwH|1J-hB!Iky$|^lSwDiJx=y{!YohFI&!!y-L^;scBtQc1VJ9B
zpq;w7p@YGBply$T%3wOW$tmIoJ{QR}1u4~$ELg@UcDiyf@3NO*F&h*|@OVWpnv|-*
zIrTb`dutW=;@GMY+DK<7vkV2UbclSRTv}eU9Pc8FX$ca+0(6OQAAN~UFvXlb<R9yO
zP<BMr3OTPVa~<9eCEIZ>n0~75B>hOsXQG?s7v3jlu-y^Xhg}!>gF*$<rfX>X=Tm4b
zdofyjK~>dl_LqxXO4USuofX&XB)i2Qjz`(QSiS(^p|x|`36ye|w1B3|@r>M5M?QYR
zu#dk_8bBaWOaRBjV&cnHXktUT*g~1*LR{&ssZd)Ekiv~y?9;a#Ywh2*vny=JQ9p%M
zp1*@;KjN<qf%i=R>lzZ{a|rV5ji}o!zdWpIn7JDrHBf@+i&UD=auNxiW_#T)x0|+z
zeoN$*G~Z`PXZoRUp{%#TTmgfIUB4j#=OZ#R=i(Z*taAMGE~)=kqpyv?elPdqq`Uf^
zKP0?@$;$G1BHpLRAw*;(0;XT5t1Z%B52nrc_A{qj-IpZYZucONKZ3gWEIM9$wTR?#
z;8RNiH~V6<d)TP`18o6Wnad;92mck&S-fQG<eqp#gXIKJJFf2W%x%NGfTXcp-@9nJ
zz%0T62lqDqH0;b5Qa4=h2Rqe85}tBD>_v@m-~4gszMHS4Uk2KWCbuUAR2+t~krZbn
zw*5R<0<P<}cJBww%ofL}ioS+6aylrdpR%k3P_)w=)tB(C(>@XPBE)mC6G6*A<PpiT
zDfJm_ob$Y&^!V^MD~IU0bn++1<sxCU?#P_SDMTj4@JVYN;p{Sj&X<x?{-J9k;JQZ?
z+}~z29~Hy-bmvnhr6w(d@w4$&H!YI9<2e`UCzzP>NZY6kLG-Or5k?h{jlyi#LG(#c
zzDV${_+xKdv;zghq<omJ_>|4om8IYoS7YG(<lSUofB$w(s}cHtPqi{=0!Ebcdy~Eg
z&A$9Dz5&TUe!+=Z41MgP!@%(S+0Jw-TId~=?b=CL+z-wAE-iMBQksX>!eF=>rbrjY
zKpv9(qF<BhojkZ)C;b&FSJ4ss7X9v|{5z)ZK)ySzsGiNeC3&8tWtKeeavy111I_i@
zY}UkPlvW0tsqr5+AU`AUp)djTS*}?0Z?T@!r&SgdaESHJs#%av7%er_?NZHQMrlnj
z>%{!Kp}7)CTNLjKGOztyx`-|;)n_1m^iRGeVOfD8S>ygYUp|JtPIG5>lid^Cwr7_h
zP_WYfDkA(0G=Pkh{fXU6Ej|D)-Qj;M?!>%G3soX4?}<uRODbDP$Dj+9ADu9{UBW%#
zsgMEnTbfj)J>cjAPlRTzjx>Q=$hEXTK?BDuzyHgXi`2eX7(?z?6N>`r(cMV|Rj;ms
z@6`tU_-I_BX>_@U3SeyGzi+dz)V`3Be6a1A#29tadO%-I%dx;MfW1@=uECKRZ0nAB
zMzR;5gxrc1$84V(u`0E|A`4=vRIJL~zwt(HzTA{8Wu#D!8QSa#C2+f(4BSbz7rU{v
z-)U;vY<Wo4SS)ku^ec7_U)Jt$bAIX-AU+(_uvu!L)K9TK8fKE0j&$1ooBHd%U<&U9
zm{#U0v5J)&>+9=HN7J}AdXU)HZhuZlvScMTNK^2^eEy0&KToIV`Vb5Jo^8%x`~;1@
zL}zFC@ZFqkDn3IVGUnf{4uYpmbL6Lk?BQs~i@1@**2guW9haxpVa~fOQl%`-zxyua
zb_++6&uckCbn!O?PPll?j7(-uW<5;{CocC1C!o3;gQq|c^jn4AY$q^xGr2w#xVoB(
zbKeW;L|$Qzfm3&@Uz?d(X>~X&c>OjYNcGG6hHAN<M_bhk3JU5r*FS_moO(Vz%uqWU
z4^g^1xm+LmzC2{MhT*Zh9L{PM^!@%;D6n~J2<`ro0KYN0U$c<<c!Y=?)EE7CW0?Eo
zPv8eZ1$lX(P1_%0j$5&NXvM=-aJ>s!d4BdI7YxA;(5-(JpuSQ8<)m?=Bv)Y5pZj)l
zFBhNIM!3}zVqcQY@|@bu&5#UZ(8;Zxyp&2_K!Mq;;Yw06pbxp^Dg32w*C+Ce|KyA!
zfy?M}>*HLuka%*$Umf?mLT5`MeEN>F4ZjEW_Pi-SQ|6WPKLKi1XMr;>`xVIUyRW%s
z8u&Xl-Njt06t@e4XY0$|^h74pm%Wjb@=xe*vXP~7*)IVqtYc26-E`R=dvOA0yV<Ot
z+Wb20UiNa4%*zh!2%VPN{`jtw{8zc6R9w>h%Sp8yK8%N9o)(KNoU&C`1F4^kO-)za
z*YiZV?cttnC-Xk9Jfy<&>i`R>#QCPXedRJWjR(4q*UoM&6$*KuoQPb(Olof+mNBUB
zbS>8YxAQTpFu#iGf@10NBx7@Rwd+>@6%n1;;VDaX0;_dPfXiicr(LXOtLqKNZCbOy
z=AQm?TWe0&1&@|bruOo11e@IV*-K?9+!{IG;depRRr=We(^*yT86Yg}7dmmPrGchb
zJ%LRIc>#LEn(T{I@bs`)IX{oUR9?LXI+#jVVfq*EQgX~cq^J!30&6&|3JKD}`7%ir
zG7E0f3PvVfIaML)L6cV&N`XD20YOO9LD0te1<M7?8Q-GI>3VDo`DwciKL)Xc@+IRC
ze)GqbR)h}rZGqC>B?GbP<hCtaC7eq9u|L%><M0ix!j>+wH(F(V@&Tgdj}B#Jon}lx
znv&jWgd0(Xjo}we$A_b8{FnSfW(4gxDr1DsyqX%LaL#-7gZb%L<wmpMfWyj>0J92U
z{5r3mSy8DM37_CCM*u2XiuDd?gaS0b`>=dAfu!KhX43Dla-&$hd^_T-pA5`m$$Qf1
zOEwpoM09$CWp1va;VW#*!LK_%sC;qKeBzrufXi$$J6&r&)CK!RlKbdXJ8ZetcsnP@
zUZ3CSOAwc<5r0;FJ>pB(o80xe>FRpkH&_7}6|a1;Fk9H{^8;L-$HT+soRMQpfl~lv
zmqCq}>%*6u3+Gr$RqOM=vVKT=H`5Eo=Ji+Q^`(>-t}j8<$t6J)hDww~=EJIPTg=b1
z@pYP=HTtQ}7r@lRahLU1(d{Uyp~0RwvVO6Vezk$^39gJB10%mAzOm!q+qfOi(0E>H
zPUa5hGV1V6P0|~3?2ePX;ix|-9eI8tpnrZ2$4TDvhQ4_kuI0A8)qKc%OeR1LBVc~)
zfX@++r)w#oTN*8M0y^X4x`RC-0%zUjNBd`&19y2v9C8E9)KCZaY$ZRSBz*o@_L2w0
zz}aGD__0z_BCBzGw#Mz0U+4nO&UkicY4bH^j`@6*>-5Eis><a-KO$aDP+z?MN5>0s
z4bHu;zYx%qGt&y<2@Ko8amh{-C#`h9c%FbZ*{tbIqnj<FL(k_<RbH8huOT*o7Q%ot
zx<8F<l=z)4j7UL5D48v)98O-YFSbx=i{)7m-PyDXR0!0eRWaWXlHd*F#jM&Kjah;8
zdyMy(j?$<+F>r@9Fb|`6w)<b;ETk&ef+`Mdq^w1>-#_pr9n3q<B|rz$7LLJ484gK_
zgO4Le`=f&e-xuAolLjoq(t_S+03+<8`+8p(LFq8)e(B`tZAmVSTU*ck28@lCTdRjP
zPKV>DThp_vT~EgNxG(miZkF^%JRuI^S}WbQ2OVpdo;P1Nzr&Z@?e1bk(Kdd0$+ovv
z-Pv^xNSqcQXU$hQOCRT1SDuGck6ZM6NOM0noNzf`Jqo{dq2sbh@eJ2JD<E}{e7TO{
z#>$D~%a;E4sOEju+N!D=0`8+U?iHsk*j~wb>yaN*Q!x)mjXU~WuIH)d%@rjj`#@ye
zC$lz-=6dtxhOEpD3>x<0Ggz+o(S&?**D{kP8+kiBsMuU4ZNyy9ns3?>+Xn)-%`ITl
zu1+*=iVL}7MfQ}h`<kKLx6bJWHd~<8XUj9?wdgH70Flc;X^OG@q2Agc>aR`P+yA0a
zQCUz`S?El5$8wuZe+UrXNEk{Uo-uE_s|gT`=O~fg%)cEihYk`pHhxewFGh_N``)NG
zv|Vk?tV(ZRu@m4)RAFmeX@eSEQ@c0&12or?DZsyfKsoi+P=Cb)8u6jCiB`s&YF+k$
z(OmP;0DkGo@$u!z3b#%L$B`dB>RFQFy;yGetjwm%me-Ce+y{#%_S~2)m0HaKmj{aE
zM8G29pN|2GoV~2h!n7W0xuEO%&Iccq-)b$l)yFNN<cO_LcZ~(ZYn{+c3`Ht6MV9BE
zwToHVc?BmY<?KRC&zFUcPns&-^zl|2stp%v^iXj|TP66})S8&h=DD<|AFW5Yob<D|
zhn$7@uNTZm!czJCu2oxHmJZCD7&Tjyjr1`o)k#n8+DMBa(kDhp!#<T_|B$-+E-k4i
zHw9q{>YpfBOd^HkQzp#V@Zx2pwaCLFok|@>k^4iLDqxvBU_<HuEQ!4|GYEku6`Y_L
zcu#@LjpCc&2u`scq>jfIgah5Wkm~D$ZpQ|JxvGoNDTP?d;$NruRU&%n5q~?0W#c%b
zJ0aVd#U9)~3*07Jq&2~sF-;e~VOx6lkFWz;XEl{z!0IN=Re&o{!2xj+ekaAcO8)P8
zssB#E>ws*N18n2*Sg*R{)>QUF4dcz8wx!!1%}Y^1!5^A65ZFE-O<rEJr#2i>OQyK2
z>)Z-1e~9e;<gN>7m@Ox%46ar}`&AoAucdv_dSoy>*}lm3t05phT8xP}o@^Dbd)puZ
zr0Vdr8T4|(ISh2({r#7}vqKd%oQ1w;`riR9kJEK<FravHx$ixECX`5W>)RdUt2LQB
z>m+!gOq>!}cGO=gb+>K}P&@r=7!$J>)+GsYS&#VqG+nafGIVodU}&l+0F>`Xtk%ce
z05ym9Dq8L3P;txoe4+QAty)|6#x3qb&W$MoRW&sl53Tls(hPg6v<loZZ&R}tEil8I
zgRW>%9pBW*e#A-*wJL3)f!Jbk>LFzpAbC4HnSVlwq;^}IY;Gum0oo#$mxN$ILIY+}
z%e8K9*Yy=^#gfI*@%a{mv;IVL*F$cqJ7rnf1D~hs{ea%dA0W`w)Jk(&LxEP$pd*&r
z<;1HDI2?2(E?#WCL)G}qjO_AUp<zBZ&tP|0HsW@_IZX7$5BYIlaTqNU$lG@n)GvD5
zMR%$-hkZI$#xrJar|EN88t0XOE}1itKhR=Pa8=i|llqW<pN6rtG8LTQQ0hI%jI7LA
zu&`{seOFu}Jj|>&bflTwAK|<EVSo2@D(}R2Dbl>f@@fr|f+--EJ79WYl2rNB)3zrw
z;KE3*IqLFE0JAB#|79w#v9H9Dv4C`SDlbainb9aoZ2*tSB|Mic<YFm*wQ%f_JFnOJ
z=nw%LynFHcvU`$wy=+UjpmHWvIReSmnMxkRmaoN2`$90$R;T(Y#qRg<nU1&?O)S;e
z-z#b}<JHa_XD9XCEyu?ag$EKw#)U0bcR0DJcJIyBUQ^v)Tl>~4^`gKMG4|uMm;3p8
zpwtvz`uWMfHsC!y;!2xE^f~I5cQ{j1^GI7KFMrMwSGZ>3qJ&ZRW=fCUpC14@H`&7-
zEszDpijZNA=MVBnn5z|56kLo2PH0}#xhlg4V1Bs0tTbmRS)N=RX9AknFGwpl8Ss+W
zbX`OOdxVKYPaCNt+*g;z=FQDDKm&J~m%h=1m}s}yj$K@99NGKwwErc1&{4npJ`}GO
zKpf71G&ceWpSH=R-arz3If#tY8%%1o8`?HqNIW<&26|_Q!Lf%_VAhd%LIQFuM7kG*
zCYJ@_r27t!fm{&`#9CZyb>)KnUfr|MkbspF`KriCz1)QISM@GY+thRIzNE`+JfY6*
zk1*-Tke+<ezBgQq=jo%9ti$PolZGOHg2x*?SW%$B`a~ccZ2A(kbN#=3a}g_eA_k4A
zL5flE%_K{#%B{ykcK(z^9(DAu6_~8A5rD7@>5V1YP26`Pxzrpzzl!I5P?(_?2kS{c
z)<nM60!vMLJa&UC5WHwP)1+BIF)FDE($<fdORp`2`sETf+1_=wd)^w@JHCavMOtPb
z*j3AUu?4iwhenERCji#`TJLa6<d2S5@G783Grj_4VJ}z~(4OsV*DG&Lh<0#mnP)|(
zTfMJQ{}xs`e<F{~O}Wn3YgFt%aER&ZLkru}R#iuL(irQ)rwFl*IoZAtjqg;EB9aKl
z5dB$c{XF3u2Z1vv_%40k<fCh-D1~>VVT@sNwkQ65CW?)^2)wqjj6Y_N)n^_>MQDF5
z^57Q!yQ91AfQo|}C32qm(;wX#Oa&g2NLC^un3>v*R4#`!D$-uLf2&c0-*c85`xJy@
ztYg#`-hXwWC=)gM@yhStm%KiO)!Atyl8nh)ahI8Xo2UPNt2g#(ME#eVJDCb%^HF6>
zSJXa&;7r{V8*p(ZLP_7-W)OJcC*(KVBt&Y7OAYV8hcslBCB}JAyO>xNhR!*=Zm=`C
z0(uDDYB8Kfa9tc#WRkNpAnamvJzN*&Nw(4;#{P^Mu5OEr4pMzzv9H3jp^Tn@`MLkN
z#F2uk&w=U1TYg+;0I`3q4a=N(JHF!p{t#;F49cQ(6<70l)BJD-ubL28crFr)P(Tzw
zLl7hSIi~sH!yD!Y)Ut@p4#p0&H~1G(@f}0xm#nal6TTBhw58>ukhqmhx=hCCpE0d&
z88H3;Ci~w&7e`40eDy7t0W~Gq?hr>!+NNMocM-;Dc^IXaBo8Ay9Q>H^6e(Ag0X(Q&
ziIOzzw!{H5x&=#8Z8-WtFqRTM?HdGastimo3^OvgB7)uloVoEFNkZ55krgZ!sa~6L
zyJLx~5EKhM;fHRg%~DiT^D$D=VyKzA48GoaVcSm};-BO?tL5E<l)(RECtf9SnQ5ul
zk^Qf)R{VcG3^4;yfRs%n3@BqTMt`JNK-;EGM)T7dYagvit}A6IED@!)bT8WWXufD6
z&Ez>(0Zo#E7!xv6wo4$YqkJ!07^<$K`PVRyjysd++VgLIE;%qGO=-ejr(@Uzv*nQO
znDAoWoE(*0xAUZw7?^>U>so1@UwTph{6X|OCueY%CB_o4kcda_;b(;Wj*ZiZvgqju
zHiJkk(VfK0TWgAU{Ed`glK5+x_3~NNMnuH-@2@H$qT2u5lQ&fKlj<?8<^8`J&d;Cd
zDk0HM2>gjY{<t9(g}Ua1vlngD;-(ln=ANZD8CsiAgloY(S3B>Y+N^RSe?yCuwHXd=
zU5-}3h+iO2<M!r?dyeE9wJL?8Xj8CX<E7=yPP$|iC!-w-q^-b%yp#xn4EPvlOS?hH
zGG7^-<uKX)Oqh+1XLUy?kev>)LAFV7T7>*+75Nc*11G1_1HW8YBlCz^X}~`fA7pvE
z+7IRYvkf;LgsAExJnUcqX&@V%_GRl|IL!zcJ$_QDeW3vR539-R^S+Nl*N<PqVWI_Q
zz>4qFA)|ZY{zO!izE*;_=#fRFwVk60Br-Az{<ORu1rhbAO+by8nf?CW81kol76`69
zIh4pVd^jWTll6YSnlWr1YIU6&nW<6IX)9R^`9~AD;TFerA`O4FVIO(2Z^k*BMEI)=
zcsO|F${lR;z1Dtf7(X44K<*iW43K`c{opg5^obDo`695=25@+1AS>}EHkY`c6zjk3
zdQWj}bx6VltKOZ@@XQYy+9Jhx^m=vJHiy2?6BHm)jnJIZ`kALMCMOSKdQEnH$A~j;
zDN%}1<v&mBtCsTj8xD{+SbY(Ec1iR)mB4!XnlVRGOjMWU4VU$v{Y<AXWntas(b?O;
z&EFf(>^oS}63E&tE@h-)F4KN5Sl}b`b52swTonZU&W=`S5%yJR+2r_QW~5pop=&U*
z*H%FG%Zh38EXq0u;j=%cEw+>jX~QTq%5RyL{?QUTx%;68Ezk6Wd>+@>=_e1JzgozC
zImX-VN+r_Kze$Ug5nMw%wB8#$^OtfEVjZ}RYbSLy@a{rpHWJ;&9_blqiiQx8g{!u8
zziQB5u}V;5-*LI3{AW6O|6${bZtt^+)|;>ARb>9HRwt+gE&~oOL7*erj|qd=DFu$(
za4Gi#k0p;ZxO(1=jc)=o2E|m}TuyuRlT#FFGqB}cm)bC-?bPDIi!^D4b{AIHn=I0N
zW5Xhzye#tIrFkf(wS&<pj2R9zdT^iMl>#71J8g^DMsfQ@-2F@P=MF}xDH&4tDdxAq
zlN#ElC7`!4U<MEPx>iT!V)fcOsr^ayf-z9!rnLgL;Jl11Nd`59_DlR^zu@jL#>`Ww
z;hL&6!jJ3L;%9bXcHtG^HYA`+;q76xJC5x6mi6E-_(m^dUoAPm87_Xqw*rUxHEMwz
z^iNUf-oe#8>3oyuEB=k%B-B`sFwaqxDJ3<YZW=y>_FftbR+)QjmkN9xkfH1}q<X^G
zy<p7x)zQk;PT2m_<#z$0pT+$pjBfr?<>)NjISA>bem<dUn)tLHxkzduvepQlh3Ez(
zMAdyF8@K2AK_sF**yS!Ui&&i6sx=4bvKV_mR+YJPM}j3_L3B*5y+K0djQR7_DhcaM
zlP3&NR8Tl}zjD&>@*j4k7!KHC94J?F7mcVTlu30g1n;O|SSn+xBYHVpK7!JmcMsSE
z`H!(z*Aj=8RqqFVB3|(Gzy9;2zVtxpcnxX5!u8KqySN}q1R*B=dG!=Up?Pj8pYq5A
z_tfzpI;tF^2$HcCQlag>D<i_tqnI{5u=O*Yw==#-$+dfm$E0k_S7PJK<`>VYUTAY8
z^H!WuJeiR@dynnF<PlgcQa&r<xb$4ry+rx$+ZK-@1Q*QSg_jYk@L$$0I_bh#il4#p
z;{}}yDlUB$dIS)R;+vDjzlLm~l2KT{v3kUfo9<^1$tvgb!HJrNE}IuyQaVhriIqE)
zp-yd4Jmq4=CP=ww-QelxHm+MPT2a=OumppW3b*qxz(;sT7>@YFqf+1N<BY5{%X9pj
zx9Z;F*msOr<lVnUvRCc>YyBzve^t|O((lKq{p*Ik5q@ERSEi>Z&}~BG$<*y%&ZsW5
z_4^DV-=V6CaFEY8UoAL^$025}Q&f*y6=S6}mY6;kZE0gbj<HWzj(PX}uxmC4GchpW
zTVI*skT2LT%0Ibi*;=Sof9mI8AX9NDw9KX};y$U;>Rw@HP$YDchL>Zr%ZKlzp;oU>
zVy?F*9DVTQpN3a6QeVvNmJ^%X+j6JCoMHR&O>kr;P4hDwdc%*@R`gvHkO3`6%6AU*
zmAb%m{LC$-=vG38Ju}WPi}L<Ze6v*fkN_Y3jq=Zf>(-{Aeuw-QH@r1@RzH0z2ahHE
zyA$fIc8%<UyH&s}>v<@m=s|OjcE$Cleum{@1}X)P&if8NeWJ#_HczY>>eT6qxe0P2
z{q&g2oIm#bB~InNJ^lzo8eIO^S??6&qnGrkF>N8|{hT1Iy!n~x38o>8G#{RX-Kjh2
zuMF*%?)9*3GBo%L&X@%$al&_+xL)uXoBZ+!iIZsTqgyC?f%v;JEx&@eV!{+fm<$o>
z!s<I5iSmXgHmO5@fMW<S!fP>TNPdlGgF>b}{UMTr)UDO~M=9ycWl0d%AN%gt_5$dR
zc0YXc5EpwhV7}I{-|+I8-#q@C|0`6Saew@F?qhfrjL@DiC0Qwtf2}F}LBn&=F*2Cd
z4^pgn#&89S(W$(AMN(*_<B2PM=NbjwzCg??UHJ&jU^KWD5OzE`imy`+A!4<TNC6p<
zXY96@*=YWK@J4#}kE3r%kouP@!Rll3v~dx1ysd?03#nzkN~@}*F<zAW9GE*y#iVe#
zq#&?Qwvb9i-In+VkkQzT%QujBOIs8IX*)Ya#is~gw9EhA*mN0Eg9G=m)nodd2tgKI
z#S0;^dFA|w2P{3r9u>A2^VLj)OA-r|;Z5FhG1%3AtM)&sUZp7J-M>3ds%jt}iX;`!
zZNQ4{;X;CiYb9Q~@~b%pKT)2yRYY5Gf#FmsCjB}&S58ECAQ<GXfaufLJmo6qMfYP!
zaJ~nn)4V{t+;A@>8YN4MMBP@)(c&^$q~no*DZSGn2U5-_Cyr!B?mAJ4b}})(+=#Pm
z1tBJH1jkSDD;;?(jH7z{X8sfAk0Yue#Wgu2$f9A7NC)l74&|u~hp7a{Uaq}EAB!^0
ztn8B@La*DlI;^;#htT?=G+|Qp@0?{y7gD=D|J}cTs<VrQo)5u4==eWUxUc3P5gw7Q
z8ey{xaJdXvsjqj?QG<qs=|Li22F;je`E-RD%@s+%>@(Rs)f@E^#%Pv~2^B^cY}baY
z;HV8PXP|k>#hlR>EB0A`%E9)+m7Cxn^<#q&o94Tk)KWg|B}watfVKA)oj_70JsYzr
z&Q&2xWc{f2IE=+#piUSHyMSM#gDTfq>S2VwI+0@m)rT>eg}$M%Yoi<NZAP@DMHp=D
zzXn+zQj*J#V2&^e8nC)k-W1T2hu}1Y(WLkMQ(MhK`7z!s_^&H692skFKt79~5u24|
zc<ryZC;v%BU_yHV{a&Kszh*S6^veIa->*G393IS%Q5Y|Bjc9bZF8@f0{7Xb>18cjq
z{)qid@foA0YLNSN;kZCeRj3rHYe5KK$xl-&1u+hx%|Vj!q22tprj*z|zZ?`QaCkQU
zEm+Q*`isE}v^4ElWN5quM~d&Nd8oF6k&sidbixB2O!NQ{)!q!WB2i~dWC-(D7#8!?
z?hbYE<-cJpjROb2=#ien^q9~pj=MI_u*ur3(~~7`i1x9-5bDQ44IQGG2gL}PPxv<*
zFpDhaboUL3-4TX54IBR;5c^#2a`k<w#LbMA+~m!2{F4f($nRdqx>vXJKY@;;`9IG4
zFpMaV|4d#27F!k<Oahow%HG=EZ>=DM1xfBvkq$eJU|w>U&Xg*N>3oEtIWV$pM*Xg(
zA<tF%ck((0pSTjf5sBPwX9oS%P2EN3(u5izTBp0{vP_h7ge%LmG2$2as-06+eSmPJ
z!iXDBii+z`W<ADoF0qr_Ux%744k;u{9cnfGNS-66HD)}Se;Tr7u+L7Xw0?|Bifw`C
zasBtD#4HMuH+-B`YW}Eh;B!9_3(r(u?n80Qhm0DWFz$22T&;k;WCS=Fcr27`N5%Gk
zVwn534S|?I?Vnlv4Hti{w+Jlz&(T7epWIB#fiVA9F-aQF2^Bq*3ENcG^YW+Z{ODM<
zl@e~+=i-xd2)^<VdL6T2x==xX;wya+;>zHfCnP?u_?=!#A5my~w+n_Yv)_SI2w^M|
z-04<Odg<8yAG^L^`wB@4;zS1JP`pr+Y<Wyw&6gZj=9=hfyq2b55N7_7Xai~WX=6mQ
zp~2|(%qQMcKWwz~xOp@(5B45P613Hf4K|ao?I{ti6A`BJ^x+}RQu@`)Rw}_d2AdG4
zDE=Le)^K0j(m0(#7<=pg7!cn|b@$2LKDFiBGDKALuzj)Vx6*<Uk3ph=-WQJxn?xJH
z>hqKD8Oh_-<&jTZ&h7q)bl5To_0v-rR(vM90)5JUf0m=HfR~%NT5(cD;B+(ZV;LOm
zV6Z-zZja|@XTI=q7|Q92ZNd3+Eyu)E0cCo~!4aZdkQyc%pGc}QMgi8w<+?h@jvM8+
zKIHptc{fAa98@ZHPEi7S-#OGgW<FVnz;t8jz9ZQ8ns#fK$Gj)CquEfkKYgaY^UNO|
z5Rn<x>c%-BCS*M+fQZ11ed<YI_*bwATz0dGQ{9>Y&TR6X*=(^aGkpH#@gfX%{ciPf
z>)QS0+7H^uh|K(9BBs;dmbT;4<xL37*H=4Q>;oL4tHj(5SqD#!OAW<ug#27lE-S_H
zob4d>)+ici;XYMW>z3SKr|PxV<<aX74~T99oE;$CkB1E-NVt=^i4{Z@CdwOtsZxm_
zkn`euNM^NhV~ePY2w%zUPpY4PP|2Ph1~vehRZc_0^$tst^RdiTCVv&MD?Q#bBU7q3
z?F(_=EdWC3oLRqKWxcVxh4c5QWH#G%z)Ph$L=VuVL4EgzN=p7nm;DKDjf$!>4+z10
zZc60}75=bPyVIM}dXmyF>#v67{{Ynb{G0wW>NdO4miU3h;@moev#4<{+gOz;8mIk*
zqQnGrcKY3~_^vxx@p@18;>g^sDY5w$+j5Ij-No<>kgEaApr6Vr|CFyS$l|sbU>3As
zAE#&rG`ZPd0cHES)Yui1LMd{<*E#&tJS&_XjoD$@�b&J}=0V!$T!ZDz&qng-=+K
z<Sz%0o)GxvQuaMZ_8i}c^iwSP0aNh3Y%dQBuvIR#f8R!gI$({%IkZ+Fu4hWW3Fw@r
zwGdTkZ9y5gUtbSabKi<mVM(NNIo`wiqu1Q{eJj*(F|<UveK~nV&gZVKsVP;fSLg2u
z#ZNiWlLbek$hA!z!W-4)^G|UO$hRgJkrDz7SUR8-fsuS!nU>FS=hDKkXpAf99js5H
z@b4CSe`oMlV#4N$mIfSr_=C2wXjG+53@46nY0n2Uh?oDX73Z?mHlKNIH0k@FPkm;Y
z(aQmfn%h4Rix;q_F#HtL&SRBYNQUI$G;dU*&ylVueiS74t`B+?AOGg#>+J~`fK>BN
zL964XwzWqIF*!8WZ8SorUdX783^;*#8g}l!-18Spbqff{UZFBm`bLzjg~J%Vc>4go
z;^usm=IPq<Ty1T~)z5--9mbx57P*m&-_$$WQUER*SAz5(Ou3gei>j`L>Q&)NT6CPD
z7mZ`OZ?S)@@;)mCe7n~(t(@dU&PR;5qH!;FTLp*!QfR*U<aGX1c9`WT;Ez{Y^+65C
z*`_hk`QPw^y|ktqbsK;M>JKNlpSX@tgQj0eE?^@1E`e=(Z|F~8efhj(68~xx{2KSZ
zK#<+>;HVlNt5~hoZ2`U#3*g7`|HY4sizzR>36^pEA_JP(><xvq0BW{aKd?Ovy1v~g
zbvbdT!luhAt-C!~N%^a14Ojw~0G@bODjLfW)R%Y>t8o{a$o2t%+1H2G=747n4>0C$
z^_M1l4+P=AnLuS=s9UOT<60Y9FLuU+#OqF@CTJFbNYt4s2qmJ^>S_Zpui<)EBp=ib
zsK#VS)Ee{Yj#{$ie1ANc`{{z+?7`{fnQc^E(eBWo8L*x6Z$=St4=1Ewe0lX_XgIW=
z$>xNV7Kkx36eV0eda)ln-2>n#h1vb?l}|RnElbEUioksS*>eMggt@*g`>z-2I5mzZ
z04&ezKf<8K{})<r*j6sLdP;V8737yl;<~Hhc72)*|5S6cn_gWl5B-Vdej+aEa!0j=
zN$a+aQq}Hp{pI+m1^>9&T*2CU;njN2X{BN82T;wxzW7`M%M0-r$ML`@Xr#Q-;^G7b
z!$ZI~ew4G~ZVPzAW5}5o9X48vbY;QGN4Q`}Y|6ytgjf_GK$;Gy3_q><^<`GW`~)~g
zE(5%#+^YB{94UU-Xcnu>p@5dS(hrne)Wnz=Me62FewO<P41GZVqm=Pb5KvbpE7wB8
zOwI7w`gjIyU<Sh%n-+g^6c{<WWmT{TBX*$0>?Q@JCVZU7`mt;}yl1${AgRWaM1N@=
z_-v1)-0+}^@-IGW-)T*nAzm&J>Z;GgHhv64*>(&Z!>Rh(YgK4tmN^64WXCbvCn~w<
ze%ST2@}y&Nyy$o0c2eVbv2r(3`n1-AM^&1if5>84yLhgI?e|3x;qjVzq_jXJQGWuD
z)oPcy^nP|rqkip-Se^4CBtMGyB=dTFtd}l+5%BRO1-P7lAh@>6_|$N4ZQgX<qbiGp
zb8zQ2)69={*m%-M-fFj8+iE?qbi;8IDT}mXPC!Zirr7-sK5=Y()JSsrL}z#y+S-@_
zfUUpdQ|_($f<ju~qg?Ojm<2YiQ}2Xhj*_ziKC<aPru&CsMG`+h?GH0O-+m|stQEGa
z9`{j_i+lE1do~uko0jZ&-^1CDR|7u?`DtEueJEYkV10Yt47}4H@wTfs{6pl!v3tvx
zt)s026_t5@otMBbjihyei$Ab$TsM?`z~UiUGPtjI_(h5hR9B+A?jub!K3WF%kEi4J
z0F?&eVT0i8`26zt{HJ4=rL{7?-r!f19WSQ9pI}!N6tLsC<i5bHb<2Y~R}OOLn`^(I
zrckOWDsL!QKdcO^(CgEwFrGG1Z?qG=p=8zSB1D~QsD}O5GD0E2eX+lh>u!B)ENUN{
zE(v(|12ginvqAj#m-&0Q^;X1o^!PT9)#ludMwemishE)ylH3_B%g<+>IYaEjTrd9m
z$v3S_;lAVwMGJH4Z!g*fcAu_62<XgJFalg0^(8$gr$QSB0IWaoQ^^Nc>cR3~-y`AW
zzh2UR|7-}LSZj5&Q`eUl*TYVBa;|?oSOPjdMR!Ywy32t3luom?`BXCYrkG@gzm<qt
z<iQ7*dj^~Wu9IR}FXc;?et;Fb?i18h*&HKI1yzyXH@EydAJp{2A-ObGfvf;5K9=0e
z64ZT9>8YG(pW(C$q5^TwQ3xUI!U+tAX>X!P83(Ogv3#a*&v_V=iFKY_oea!$QaK8k
zh6h8@Gns8=Vb671$OeeG_Y8jC2@h;SF^q><y-=ZMovfnnmY8F3N+yVt<%M}2gpJjt
z(#hpvSCr&Z$%7Nlu&aJe@O?G*Hud>JhYO=+`+%R1`z9%qSN7M+S$#Vn@(5}q;J*&(
zy2%g|nCCw3gywqO9bkSs8v~3Hd97;~;HdEzR-M4xBxf8WMm+PH<(x-#-piqC0W&)2
zL486JDJ~DmBa3zqvc#zl!XVe;@(-{Ao8`S4%2f{8ClAEpsXqTGdcqX{lUx(vAJ<*{
z#nMnyl9#vK%O*GyYg!-31qk3mo!&*bn~S|@;d94PGRA@XV^r%~k_r@D29D6Zy?^dJ
zao9nNR%(O8eMGzKOv#ef5b|+Ha}%ri9ktt?Bx?Psm!Wo#l9ueKGT_hoElNZ&y^MG6
zhjjD;*f;F1s%yEgZ^@0P%>XMWv1AepSsXlo_Lp66=;`%`K12dMcwXHZ>6l`^RO5)b
z)or=9<zlDzh134I0|Q9Lu7C*=aUpX>)x0$E;(T27`O*O>LZj(Vt(V;smbLazSMf9m
z#NxQ@mb~^EvZ(om#SQn3sgI?lFP1%ncdzt%#C3b~>4t#Og2$Dwb03F(XXS22zk}u@
zyWOllw`)ap-OXc2Dm!<gZ>?{M(g*O9_g2cuU>f{?sI4<>Lhqeb^RQSuM`<HA$a`tT
z5^>g>a2c2NZd<r8cM8W)RA*h5Jg;orq{7V&T*ojjhEDDwG+JZNh#YE*hUGBnbgm|1
zbrwQWkBawCq(v*K#&!BT6A1Z&mxX6_pe_xjF@gsj(50Dr?EAJGr5@8hX|y?EZ08qw
z)F#MB$bfVoOZ*^TRFc=Ha8B&Lg0ks^8)R~K6*Eglb|BSLc~P6_cOAa-geYd#RjfXm
z;oD~pM?2@uj+?pgEm0edvRYuIjdM_2d>DWvX`~?|;5WTLxfPkVrJ#1yZ&w!?(u{Al
zbH#h<YTbFhZD>qPxD-%PRkiKj(oc4qkHqJ0Tvp$1xt<Ppv$|m?pWf&R2RhZ6QjSs$
z|NfkTWQ&LE?aJZ$ob2qQT<$wDtbxO0!BjuLDS&iO_b?_}QtKzvUIh(|<dyir3;B!@
z1Fh}Y*DnZB?Ux_Ei*xB5J|Pb~Uf0h6M#I_haW0+z;MlpyIO8KKI^*rmD|QDnfFo(!
zntq#7qopLjzS?|c9&mZO0Tx8A$8?BdfoI2)qS)9Pz?S*Zb+YRZ1|GND?aFb}{u!}`
z`(`BTNs&^k<;Jz!lMyn<uS;cp3C=^QBjpK<VHnmg3~M1}#(;bLdlD)x?6-K-mcvv;
zXHrJl`4e7Oh2cX467PydbsMDJUj{+>CqA@-sZEVS(Z6{^9!}NPrS^lSjmjl$LV8KZ
zn#mY?zoJ{-Ip}Qvim14?Zh-2*_B4n|fx{Ei=g}Ach+931uItJ6BUq8|P^Y2WE84P5
z{o|P?j3g_ZlAPj(+GG)TR%p%M8q=aCl25Tyu5{ww$vhH!w{UY#a~3kL3N<2WjGp)8
zu4jAcG^u*B^alcNLBT+i7}{Y+5{WKpN?oK-hjof{C+C8g%Gs9$=-g0-V$0Sq{^R4k
zBRj&FXP*lMhZ258gGNW8$fW3@G;6Br@7`hU3MKIuq27Z@fYKJ&dL5XD%T8<PIOAL}
zH31(IZyz-FKdAU;SBQnZ|Gz5JKgxIz+Ujo`Ns+HsC6Wz{5oNw@`6T81n2elNzY<9`
zf_3G(T^Mexpm3lf6TAD07bumat=I{s*Z5@BqantE=;3J5lzDLydDRRM(G#3<tlBd)
zc<W2^DMII~RzG}88#hYo&%=qPCbS(R8~rFuX7fw^>4pY=LC(#Y3&!&7>!uixqrdcf
z*-89WUa(=lP8i)CHn~L?(QeZc57Y%;%9IlETPFq4*0IS29jVY<30e9$G^lP<$9Wu(
zgS$p5c=tvMk$|xIkFQ+pElfgH*Z=TW$OPAF{Eg3$iWn1U;e5CD@Qq?<>yXA$9bE{}
z=}n?uAO0s5>|>b4%?89N4KP0WTz>jTDTd9%J#zhT!@2LuKY-+Ofpof)X*;VlxY7Q*
z4HjEczD$^qMha;vM43ptectpq1yg0-Qr>R4E$t$ZaUkw&6d5P+K4|O*qSsS{{)Gw=
zJT7Hbu&kREW;n?qWsXp`Vz#(e=8w~+DIi#QpoSR_nWY@(+k0p-jgWGettgBLMn%cn
z7mGU3JLG@$sa0Jvu#0_UZ7PAasZSb!z|^`EjJ!VPEw1Q*2+XX(vw_a<afVmtA`_|X
zG#aZ=CRtZ7&k({V$xHV8>z0PB@wb~&$P3C!&;PG)SX6~*K-Y+0!%J3lKdyYWg>#^Z
z_&A@*br#i)O5Kt5KlGqr?0?{sS5o%h7X~0K5x+?WnN!R|2s_vuX#3A7JcpCPSjV>L
zv=fx{e%$!7D?l6n^%&c<Et4i$4-wvjc`3Y7WO9u89mT4fttB1mb%?p1<Mj!787GT|
zsev@>^1eg;JbX5gmpXfH;Kz$}hSa2dhR>|^9tP$2)c$dLK|+UWtiv5bp-DyPo)BB`
z1+nb5f|*O)(1}c5{Pa({*^ZNAB4Ad#EF_${M|8bN8z=<x1?ku8NH2wEF|i&Cu!KiP
zeX#s_aRnvZ-tTZxkQ8cXOU{+2R*;k!Ua9DBaDAU|9>xF}1m3>?2b#Qp3@f|&_x)w<
zc+_<*+bqSt;2)R@3RB+5B^ou}-YNrj8~V65AM=fpGr(gr-a+f)lBJU%8yLl4chP;~
zSHA-Iy^l~0q!?4^;wTFIu!)YKO!sJ}S#g9e*vBtW>|QijM99(|1kpcysTeV-deX9Z
z2~0k2MStO_*vb4VbR}~bRdQXP1nGL)GN)D3Hf%wTvQ@LY&mH@2$x>_vfj95Z{_Ol1
zN;Yk*NSiVbY7|?{?g!XrIq0vw!|$f;jhMVj`~#JUOw18w8b0VXH<WPGN4Cu6xL!6f
zP|Gw8mPg9Rk@s&7p=Bh!l2Yw|;gR}(k%WJ81j~PMaW*}lo)6GQRnZ5MA9JZz(8HDa
z%|7P|PUP&u2&hpm*aV$7?sKa>abg*UDn!sSXNb*z6+{=B+)$qMqncrRvQJ9rRHngj
zaxnOl5x^sYr5T}gu?r!(s1-MiiP$-sNM>b+yeJC1m+#xXI|6wuhga`8k@#)0((x{h
z3Tecv-y4S_MGDChKPaf38nJdaU^4{E4QyM#8Ejt|!y&HH2FZ18LqSc@!?5^iSdh)6
z+Nd+S)LD*5F4N6J(UOct>|uQ|5`4vWty7(71cPgSZfjA{ELQ0P*mGf=_W#`ku=zWH
zv11AUU&1hrldf&UAA@96Rb?=Q7J`1s8<S&J=vcU{ml#HofMdfmlPZ4XE$8>V=F%Kz
zdJvKtt5ifNBU6)l>$A;=ntgBWYd+-ZMvXv=kW-Eo?Libt>IX+z!Q8wOQcswk0Vay@
z?Q_r0CCw%&nP{>@Nkpzhc6N8qC}hFB+z@3->gZH8$}k3n3ct$~C(kiFu>{C6a-i))
zd0smuSaxV<Z6H0!ujJUM&ie`T7fWDdiMCw#l%IpDwPRaBp%OnC$Hl$}<yWmx8jvn)
zWqKxk+NvzHNiFtzPoP`TKpovL2(Ob8<F|rwjPMVG_^KsX*ZAL=v0P}ZNA!>zR2=!x
zuf&uEfuDgCGN}9p{N*9wU3BUojhOMWxl_4?+84N(&no3==2<;3-$`wsuH4A0p?{+(
zuNJT;C>qAVp$GDQGj03TcTAGskYKS6(5@>+Wg7u2PCU)LsWx<}EP=*p`Fr+XUqr0H
z=W#+7ir7LXrjgidy0yejyYj8U6e;yR)W9Ocvb7q9V%WaJf0j(PbHWt=V1N_d{};NI
zp$UWJfM3)>74+55PVjEF8|F~$|Izi<QCW5S7q4`8mmncLbf<K8cY}1d(%q?aNOyNg
zNF&`Xl1g{y-JtLJz31F}9sK109XxyOwb%a6IX@G%Ppl5+J>jtq50>_;z8^DmYQA};
zSKmb~_7VMlAFG{vj^|wmLo?!7NM_M};9Q0`;7H!20{<&1TmA3mU?26L@$_HCeGVAR
z_Y0Vtd(g^p6=f*nF~S#3O6K68p(kS-$&TzEtz^Yfo9t;#ZJ1qHxu@kKtH7l#iQ|ew
z#>;UbHWYgs>lir`u_)`H*K@APxV%2ka12wg&6*hWkJH}%L{{Kw<6Nkc3!1=djpR$<
z?sK&IeCsh?!Lgo*w`YkZ>}7T`?wA3ZuS{Z3W7W-%P_f8%R4~E+A(=mD5LRQgTURX)
z{aWMa4Qj$7R9`JrWH{D(r)gNEZlH2;MUVzq;LL(JMQv|1)6o#j{n@9RM0$~o@<~rE
zdQNkuA0F@MLi(c1zs8DwEybArfcaa8vUUQHXkyVj)pMVX6yr{<=bJa|zXD+XOLHa{
zq^(^VgH>+Gx2TeJ{8*y7o>)xb@GdDqi+TJL3*mGLqZ*cV9;r!LnY-|1K*>%x=%d7H
zZh5>OhMEzoN_!SvEa~i^XUzAtdp;imkg6(*SM#?}n&T)62Wh)b`$*M`zA^Z6?31eQ
zB3sRP`vCa(zSWuR(;iSx)wLtnI$GZjU-l$o53G7Ib<7E@S0$0s>7EkPyZJI~P2_Vi
z(jU^bafgc30=fA{^U|u6h=Q~bh9WMMB6CdUlM<Fu8NNih!rsd0=e)<dk=^~<0eY*U
zbGUiVpL5)@YU=8i^%w)Q?<NF2XdM4IXW&@6l->;-DZT8W02SwtC`&i{KRP_QVU&F%
z<u8G49U9TLlwxKfQGH)m{ov^7Jsts^h3fB$5iWK+mgTyYO3*P{X7?3S9$}ukOhn<c
zAOuVscqn?QoL}pMPsNP1a&~^j6aLqYAbA45Z22^yQVh{W$6&}hP;OcsU13@s$XKPU
zShw_11sctQ>8wsLSZ0><o+`RD6E1wj^8+1LG6)OgwN5?N0#-WJexqzw6cCSJD}moS
z4$kRdVEPN4Kj4ztpM}6LnVyvnPEkZFR)G77pe=f<lmL~7eII={Y*Du`eTGzpJ%*x`
zE$7qZoX{wyHur|z5q=k8_@!!6?ef+;8zfw+kY-xv4NUxIyo_;io06@KXbCfiRfj+4
z4B(z3iIXRO-hGQ-G~G`Kz&-Te#s&LllMc2CW)Z2NT`*;zONoLWmgO73M^$i6loMgC
zS&9xlhYO$6n5(Q3Jb^)?V)qq~9J?-veIadcn>P5fX^#PL@SxBr(x_c!mX18v^HkQs
zxmjFbcx5b%g{v(25x^6aDub4mqWX)Y=-e3yT&<@-+L2Ce7Nv)XOAXucv!=$iHs!Yl
zEO;9|K?|hwLN_GvNW)p2SP8d^H8om=)3f+OoqP|@pON=Vm4lN%LeH5OulZW)=26dE
zs?eG%;*F!>sN~)nkVOiXpKTJm%_)7`cEr7#E0C29MsO}0npG45^+AA%PmvoCMb`Jy
zKtqc&sHp?z`vqtaiv(M8Tuw4<3(TdY?qACeu>JmzK=^N;<j_wEI*VKP*A}%<j*?gc
zpOg;>kS%Q#^%JsdV(6JUneQjn_Hpx=TYorKN$n^b7BNm{&tgh!YaED|mVBE-XdPSw
z`I@J<NOs;2`!^5UddN68<z|N@(#2Hc)XBmdR=4n)r6;K=6xY@H>1(AqwA#>Rd4f&V
zyE>5_RE><sj|DE=3;zP=iv1LXWqP-Hu1C7fzZ=G<Tbx$c46Y>8E9(RWYj4nzKwUvA
zA(u|sq248~z3y!sqr?`#-Z*eI{BCtR0iiB$NH#RYuAu1<5qwVCH`p>qRj$1_PuhdW
zIk-m-c1F|pm*AARi^qwAhy~hfeD#)?B=Y54@G-PTJo22I{@@qGBIVz+%=5PWU++8M
zqiXKN4KI$q0%NglCE=~7Pg>G66H=7p>%!mhSA+z!%7e8;B7}sUNQhO+Bi?^|LrZ|q
zO^>PMUNI{GL(UHg7!}BRzm<T-6iT7nmzbsCDimn2{Ilb@TTu00iDc2Kq(zOh!)Xu8
z6u~+NTaHW4suGy-hq%9s9n2rzuE#RioYgZS)TM_BXG6^cWsu;TLLIYKl!Aq*Y336&
zFS3G{l~3??;Cn7k7St2)Rpd0#6X2)G8s007kKPnCjl%q7MuD6hJQ&^)#}#B77eo?>
zqS7If5>NGiRb`(NT<|$%BpVf~qT(YstSlKzm(}Rp6|qRaMzGCgcq)g!wQRO6GCSov
zg`v_zKgDsfrjAskbw7FX-Ryc-9FKJ5eH~x**MQrihT!jMC@dN6@bDiE^Ut1kTN|76
z_ek*8#3^*h!?~`tcUCX82tVk1Q86E)08#vRF7hl~cNI|@tZ^qJG**k@6w6`QtyB_i
zcv(1o<VDKU1V|NPTK3|RaaEJ?nNUT@$h+axQf%xvcKc>)mWvd;SYOlZ&@;3-n3<x<
z0%%lb4ijq71ML^gq=+&a#LCb-8U1niD!B5pS#HUEvT}(4Hqw1j5X_PQ*i!n$1G@?Q
zu@WCVs6J5syNGhT>wYAf$=sXy+CbA@S*nwgtxtiNGXj3yCOCp8B_<eB(xHuI>1s3X
z7A&(&gzfopGZUS9pQ^>Sx$NF1ntx|XH~oPZkBbF4Mb$i)fr`~tQldEU*F^XHvhYcV
zR{8z^+OJ=1lte%n=bUQyvM}micOm`<vQ}t5Nvq9!ZUYlR*?_@~Z!GUYO|n1d5LO3U
zXah}L%1X4p^d=ENIUnMRp5N<bP?nh?*E1T*&SjQsW*Ca6&0g#?=I-0VoYf|({m3gf
zjdO+VPJ?2SFsHV4M152jT^EgD!yKZLM7G5!PXfHq81*f{pa=Iy<H)=F!MX})G5!j~
zVNyTrp}cnoXE@LwE#Xi5(No!|`?QPhjcEhqwIeO5)}TvZ1tE$m&dWq;ARojLd_G+#
z(&Ip}!?4kDP4tGNAE`kd^|tvYN`;NlG85B%56j*m1r|%`svEGAhyB^fzyJU3<R6~j
zrouQ-x!JU^^$A&eVahQ%w~9DkDdv@zc*0_6?Hp|1vTRx0<q%r;KpbG~L$OH&BTgDg
zn})Gjih)7p>qJ5wx3cB1GgUfZE3l<T)ip30?@FZAwy<dltk2sPWMyk1cMqg~$YQz_
z<oTVZ#8@YcFwz$I#u`J^r@$A3#h_nZRN;7s-4Wu7GtZYZ+p-Zmh>>bTCCii+J-6Va
z@!rko5&~;TW@91#{+y$wi`1r)Xv+ZHvJZ*M2dT)k<oDy-^l;a&gUQu%G>4MFqmeOx
zmsi3+MO?v0KxC#EfecsP@xpPvm^Rj(qJS62XURYIAFCzs%m3qM_?JNwSR>({$&F&H
zW)o?6OLdZ73gRVsd|G7Tz7H7{%_yc}qf}Y1dj<eJlQA4E5;&G3mP^V~wul-L(d@gP
z?ij+v!Xj2xAwf@LUyu}Zia%p5R@U)wYNthplr)(BI7$8zr8pZ!v%BGkW5AH#%
z5le#(*AUELM38xA-41waAL;mj9Ft|>>*fMA`txe}9M#H+k_Llv<TlnEddVTLpGHQ-
z%j9c15!hy8w^{;Y^1vu&SyzRUyL%X16AWekTYQ)i8@ewqX8e)@ex;Qe16?>)`69y?
zPGg2<SYvv?&o7Di@~c0){Qr;V_UGJqE$9U&5w=;5Ctwk2W18~hVdE6U;v3scrTgu|
zM;Dx&(od>0-$Lc2h|RDFnqA_(rQx^*9Itm4K6fVv0c1ddzqb$#IH^6+(8m@d&9N#C
zX&7!{>Q`Vv3prrd0Z^++1@T15Z!%{4i7jB*=89oXLMi4erSk#?aa3oVgDS*c6~3{t
zG*p=R1YIo?R0^B3NQvPuo>6E_TUs>Tz8wLjJndqG!CF#+eLVWzrXMzmJRRyBf<;hU
zMA}D5-93`AwnR`V=V6ku%<U^4JP(p!@@HR4uDb0hUS8+zJCXAg>S$KzF@(WX6*yg{
za1&r$+IbvsiyqrkhyqNV@&HHcv*kL7csl7H``Vu|)Ed4aTqqYRcf0{M8O2tx0h3C1
z?OytqUDCzYL7N*0p{aW^&ptum%{W|=2(JAh^n|a+t4azVr)wvg)?FQI2q$OXf0B6`
z&v|5GiMFtN$p{UA(+pr3p|L>NPKEUnAt|YN8X%Hb#|@+c8xXk}HKpQmxY--4w|T2Q
zYt5r#!O^U+^^?rMtwtDE%{Toc(X+kMp`)0<VFUOPR%&QnKlY6Y4B6UnFy$J7h=qeT
zG>Z;zmBS=H2lU3vp>14RMZI3ZQaS7LHb$iQ=-zSjW$5G+FoL9q<d2tvMd3SN|194&
zTlHR*{WAfF_w|JG70=VM@v&f4fXiOvmye?;t_{WE;pbEGkC;=yDEWFdpcVj|G?^a!
z0=Q3t0k@F^Jo`Y{U6$W)a@4gBfWX}mdpZDY0zixa{t&ZPc`rAuQOfWXrIB_$uQH+2
z96<3Nv3ml(DJTQv^otcBCLAA=RRU%ac@+F<m<U!{&5R>G+m45@w8v}vw`Y&iK|ru8
zDk|+u8q*OFJ8b{ufwRx+UPSE(5ECBOVq)+_XRU2@YHynH&TKpOQmoqVBxxtX{#Z-k
zoD*+0Mq-A)v{kjY-<~pLI9#vY6)1HMF>u`9-rnJGl-*9axIF<z6@xemX|;#}AW;7J
z$cE$k)^#J)@$Nu=`S>f0$otdH6CmWh-vgIhQZgBVQ|W#-Vgdwz-wSt_Fz7pUAK5i|
z_JsOnh}wRADE|3)s87mlayoxD#%sDB*aqYnvDwOipV$I^LIu!A7<{(+em-4F>qa;W
z%}@b*Qj_&^)4}Lhz`Q{GxT*|<-Fn8~JU}BC@dHunj_U<8<zfRMv#tNp1(ay1F-b+b
z(T{ZHCNwupz;4~PH7hQ<xgH_k{-~~hdmMs{|E|f-%WEVawDFAeNP9Y-0Vq|ri**l$
z{2hhTaR58vw&|IjaK86+gaBZqz<{`Td1WP^^J$a(Lq8nH(_{EVZm{*s4?GoKWIaod
zK&GkHKIv&sEAs|n1)y29i61#^$Dim<^+yr01Hnns8iO_Xch49<AP5)XG~jbPWn5l<
zfI%63yKKfE?nA_8IdJv(`!gxC$7K!_!pe_106&pa&sO`?6PM(DxtW1^6Bs(|eeyu6
zE4e_<!K-QqAO4!IMDZNO*=AY^%?S@LTx2^R58sbz;ud8q)o;%95%NhXBL52+sjYc<
zzk;ik!x~G1tR^b=TJ<LB#&K<SwAvyxdVNEBb=+(j-@L1WaYG776VuZuTq(*Qni--!
z>)=34szBFlfO^Iph_(5*aYCg72A3W1a3N(GMf$7{RR{J})Q7h4+^&N)IJNj$c|BFG
ze!WuD0vE(#YjLGQhD*cVXGz`$_uBd7!+y0?xGU7(!$h|aTg9{AP^{SN9QJ>>I&K4a
zD8dn+ozRb4k9Ex!FJ}`0G{lu}7+HOO;ct}J%jzO(Wy{xxNXKoR`M{^)xCM=d$Km=R
zJ!2&Oq98Qgad52$<Kf=>?(pNWphw5$t+qV>*=^v1Sm?m8CW6RjZXw~KB8GI_gIK%v
z<^l($455jNj?iCaA+>h+d;{f+_kHIqKi#u!hAL6BrHlzNcX6?V_j3Da*;`xN6hNMk
z){I^Ae*MmF*riw5_BcDJO28dn=G7?S24OQt3jdOabsx-d<E?eJ$UXAtm!Il>-|sQe
zCXSN9W%by0)mG)Kxe<)CbbDEz!f7~dQAqR=$TGT(EKg4_o@BOr?X@iEX7aI-PA)I6
z)Jt@<*E2;>{aI3-Zj0a7${XkC0r=s=tqs6cyWU+kAw9j3=I1s&;#Fy&kj59?9Qim@
zdEZCO^S>6Cj&@f)-5+23z%$fvU0mEjg#apHXLMLMT&15j=Osy=hx+W(0$_kXzsGW8
zQtj6$3k@4aV_^GZ2)x&zrV3>6^i@-A%{6$>Zi3uaE~ay1+TH;qOa33XQM=ULU;Fpe
z-Woj^gNbrWg#GTfr<x3A-5oOrgNoQ?Qm7%49*|GE0`Qa@gHG>fdz%*-np%k|6DzgK
zg2IdI-6NN+N}HP%k4d`*Qm83#RE3}q@DrGjCTl*J3mCA21~6$;<24>Sd)&ebRf1vN
z;7{yS(TI(Ag_eJ)EJ}1TmdHinlzdoZQmIU#)L!F5u<Wpi)yeZLr<zbkDhyGJlqiY&
zSV^@i(!WsLZvDoSHK$@-<BeghX@ubz@~S^P5u2bL2E&rkdtXvX4YFZTK~z6dP&jgO
z)f~l>Lsx^%h~2Pudz0Y>u!iU#x+=ZzbETn?_Q_7$%}u(4ZAcw|;fd?r)H^8`yP-Ht
z0u)Jke4qQ1&lUH#M?j?6ej^IS>w?DYPH&p4z4gkcus-dnoxAVMnk==}c*-aWI8+Gk
z^E+$;*hJU+rx}h!pDPca6pp8ir~AbtyVkYS)YPj?^uv~owCB|p|J|5(-086KNDqKt
zwA%UnPVD%3whs^z8jkpWz`b`z@fLr6Cih--={_>Z@uK_>DIsOzLjKt-67Rs{VfS&_
z0S1u1nGtg-zkJAtJy1n`f#qQOt#w0tu5S=yKl?@ARQh93Mxw_7fni;YuRhs$U31@q
zuy%Z3yjnQ&z<*O&%S=~(0DQeE5n9=(623x<1H@LI^h%bL{ZzIzK$>5EV2Z|Nk`QUI
zwfRJEG;ztUk+9!&Nkm7gq_1y-y)#OdV}%Cwf}E-5d`N%decXIXxx3Z=H_U*ZG>!d;
z^RAUR-Q^Iag&0A-OoNit>ux4Y!o|fT#M61I;NS=5LPNcz2zRSBcLWffr!z$pmFj^A
zqAVeea_ebOZ==^Hksg<(%9&2)y546(!lz>rjWI~W{BWB>dOU5a=n*DnVjA9iEP2Gi
zswzPRtXsALgD`LF%})26HVlyk7pq)w<xUMaY7S>uWzd0Ng&22!M4l{|88?gv*bEtN
z-j4D2)J&Lsp;&x>P8O5b87MWAublG+osm>?!AevU*k@FcmhA{5>f@!eENV|!JTS{3
zvx$>yWN1jT>Xa+OvNh2->1^MX;|IxR1*Eo+^=g2W8`9^0;Z<>!Nu(^<SoxP9y3Z7a
z{+!_J4neUt*Qnn=aQR%g55fJE9tvPmK%{JJ30}L@6!0O)hb;C24}G#rX2a=jhYRA_
zzfEAye$nB?!QCCqFx?{JE!y3jx>R;lJ9l|^U+ArTeW2HBl@bBqJ4+5IK9vJY7?%Xi
zwZ<PRLn)*%Uk0K^OaS`;0A1Yahq|5`&UC!?))XmtU9E362-rVpNrA`obTkp&ENKky
z<7rMWjn_|phuh8Qc)&nHPI|S>Vr=H|ADV%zbrLDd2F?!r%W;EIv1#wAtskJgs%oa_
z0WQ>Ct0Muk`=ujy(@W`y(vr!{r)2<Wzy~~;-vr!M=ziTwC0?GHEctmhl6G~;;B$lW
z?DW{^kNn8N-V1O<Uqe2IClFNJJQ5uo+}4W#u8jI84>L^B&&aQ9$N0!rXdFdQuL107
zjD8-?%WCg20vMD(TXu~}Pv<u(bslF3%sQGr00>xsfTx!_WxvH?*ZkOs5;lOt|1<#r
zE~ho~DjIfokGyMMPy{zPdgmJ<#2<G6lS*2u*6&eW_XoSfr+br*#hQ8x01}mXb1u#u
z5sAxpT&m9{E%MrHKVhi-ehJ{HS}#n-f8PZ73#Y5XwG8c>W&p=Pwop0AYfVKvE{Wmp
z^a8M={H!q%fBRYctLqsMvj1>G!Jo<FrpcYrvX7A1BuBdb3{t<TKwBrp3${}93*i?2
z;Jolw#^8eBV-a)(nmcuGn;0y-_7%P%qK;Kym3yP~EbIwuHlA!+F{3RMLA>b)L~ABx
z*Sa0V5t1!S+wabq*;wp3=LQRr70Fs;kr>X!tUzvC0%||ML@6^Um3pIRMs){c4krAZ
zN!H%76Qi(ej-f!w)RRd%{cR-PCIN^K($O*4P)MIzw3V%^^?<|eJ&enP<{C#SB384k
z0v3^}gjvz}t*}cN@M^gN?<{K&bsUO9lzpY`Xxdg)RNAs0<}>zi;^O9}rR%1ot$mTe
zkm-6`9MW<3b!gEQI0%*kp3x2bi1)vSS)yCkPgzP!X?h900E$ma$IU@NIb#@RocF`-
z<L?fBhv{iJ>IVR4FkurHV;qOP{Rcc&kjZEPuuF(N?JuXs+7_DJm7S!QfU{#Xr*&oo
zeL8zj!FSBKlZ}w4gVEC0KBrOQuU{w=1RS<|bCs9hATIgNhI7jzTuB{QxB#rgd5;h8
z{bVEnq^<Z-W8>ijoFhZgAY!=OpK3>w7ty4^!wH@CC++}(0T+wusP<RWTFp%ft2pG=
z-)8rO=o4Jip0m(fC?%v9k*Hp~La{>iY4T;q_gJbH^)Zf@(r~a9j>npkgOREPI|bjv
zzqsw@c2lZ-7*Jj0VhE1NH7>NT;!LT9f?_-1plcCKMosfjbZ{5VgEI|W8sRtvKECFa
z**xV24!juaL_EV%x$ntNJ+$V84)EI|BWQGru7YF5r<{e6;I)00$-^^hdk7^Jivv?Q
z%;&vPD!3rkEYkX*K(<1+#DTWko_ug)^sHa;;EH7#XZ&GIP(4xKv}vx$Yq-ory1G-<
zVX2NTc&M99^6OPA-L-=&ZEE7ah?IChscnRkp-g&!xN1!qx<q&xVvJ;_6dfzSMI}S{
zv7A?H=v%g|{+%*BlYz-QMI^7I?K%F-;Q=Iw_Pvxy<2;HNbSip!ZBz_Hm4Bx9qEHW$
zs@AuN6q(TOq=Wi;ZPeyU182uk*-V5r4qg3H!3zh!&9&RQKM<#}V(K!Dxk1veq~r@F
z$!-HPuXjJolDF$0UTunJH~&QRb^y~#Ci?XoLpH0x!fFDf=~Rom((tNU28{E94a68y
zTEg5-Hn-!xj)Sv%2FJ=)mp@OlEcrfc)7so#=>FX+1}kO8br?CXs8Qe7)>3wx$lcng
zyQD}0w8n4@6*6<40D!h}WH5J_l483e$H-ZmHrtKMFR9)$BftG?1djKQ>!6<lnhopo
z73ChAIF@?PMuk|B4bN{ByutsL^E+3sBJ$?{J<CK#RLyOZZ}l60hd~ttFW8t%*hTxc
zxd;ayG2{K)5@jEG1V~z2mV3+G7Qx*k9%gQeV<c5=mnu~=)C2OpJ`0j)ymwpEP?X?g
zco9nI{?_Qa3+Fd3LtgctP^ppO#fuqbdrN4}tEW}>N~lLDEg2?;xy@SqLNsb$mx>8<
z$|klY8;sC=J7}3yiJAq*>0ae(urx^r)W<t=xdiDS9qF)O!g34ioD#8vFw9)LNTz>t
z|1QlHjw;HPw0YE^r+9Pg*jcRdxGES}qS#87(hpu=g?G-gQmtvrpt%tpFKtopNeb&!
z1e*2B=$!iLc&S=zoK|>V|BC6&arL*!xvvZU^S8J!0{_br`L}R|j%XIxhVpMQuhU*^
z{w`1CUF;U8wGa~oHQbvD+HexVbq&Lw9~Z~xNAr2gyD+W~^=)27w;nd`8B%bm!||86
z_=-P0btF2c0%E>I{+h^Mm-;S3SED4JPwOu~QBr=X6Lq6($GY*ThU2VnUj<R(byip*
zR$-SQrPxrUi3s(>SiSheXh?KMPPEDlAuqp|gd+GnrpO@@Ex}HE0k)#~Xc@r356fM&
z!ymPV^%~~jafPjn7dl(O7rxVSZ(zxy(c`lu!#%_zP;l9#RYTm}nxxS>KQje~2YC?>
ztJm_hJob#nVk)e`UD<Q&Zqu4!OKqFF{lr&zYq?OO>HlICVsuX2@%rbp`CE1IjIftv
zMC_iv%QGsY0Vgr8E<eKGE5iPq22Yn|K7{wi$tq{Y{c{%T{4`&~-WXUhwC+?R&JLz>
z$m)za8HeOvxa6SD39>=hym$cX*#|{g<8TvFd4>{k1HJrnar2^JzX<J-t%Jl!y+d1J
z*&sN0D$7oxGJ2c&x2lB=MTl&jrU|6w!2$xzB$|W15Ne~5hkK4Q;o;Ra>zeNsN-A?9
zp&|?F;)OHc76;-^x4$8@`hKB|r{(0OBIPuD{x#g`y1<%p3)!qhus0F@i9qXhy>5Y3
z(Wh=qmHtg>#GMfMBqD=Y!}wRJAgV+QgbSoXYMbEQUaL27*C3T*Dm(=0R%=&tQ?da2
zVY)adFC;O<XhozyIctOK8<C^#e<!bBme#+mLvX>w(^q^TLB%N1+$|nvf$&eC4L9}B
zh<p{7*ld0lNhb$el1`=;v%9ufW)H3&u<7M*DqZOMK<ll@Nrx&Wg@vYC<~GSm3J6zS
zgT-)v4-$(oA*16P?i7o69!LMsfZJt_^^<MOZ?(2fw6M;4@0P}Lv4CaY+&?PWjQaBo
zUiuY6yl+btYs}GUXvwP?^ZIPz%iUcUXcASk^gWX4w&|<$HJC3Bmrhyck+iN3ee(N=
zf?(_}IrN^P(2=%kUueSFjNoMzIYN_S+QYLY5ttCW-BSjYTHCVfv_XN&g6JV_5}vI?
zP^OgUq~=OZ+|#`9yt}mU@-Di$<8`<%n-3hYE486K`z!tfq5-^%|M-kvlofJZ_oz!g
zkbD<sHu9NhaW8m;C1$P;zJF=a$FGB{7gG*yUdr6RqqxR3tLsNLfJCpnm5n8kn(%4I
z{VIr7ESiJOwVvc3twK}dST(}PteTsh_{0Bm(WcBBl3i$sV;DpoJkKJ__XSz$^*K3O
z`4Xe3$(lW37L58fY-7^MGbR<b`-pA?F!_BwHvU-U>W1v0y~ApmQn2qL*10p3zIB4I
z9O$RhBrfJBF&MDT;QP26w*5vLgEYvGozZOW!j|f`tw%nB_e|HLQqL5%r{sN8ZQ^Cl
zF@wRfCGyxgAva57<GLdhOK0EE+Gz4+ww}`-;#A9_fA`|L>I94x|2;c@xds2Op*)eC
z)}MkK?r$qnTLKaMLi|)mVw*{lVu{jJgld~*@NFjiKDG_wCoo(4D&FY8dVsx~l9XV`
zj@a6E8Z@E<Oe#uKS>RCjlfyHQv_%%o$D7GcU!Y`|yapz-Iwg!XjNT=*;J3(R<;>-1
zk;5QcV*Q$^Z`?zqo~FLs#npm|a@u+A)lBP<1|bd|Z_)HcffqHP2qTD^QU!;r8diH)
zIVC`EH)Z5-pP;%5>T%SAU^fv{IJ_9sC(#yB%+0+P8!LvLM5Q`{$+1#oRa3*g<^b$N
zhp3TWuYGk^WUrHcAnuAf8_yR`neSh_|9Mco1P5_}b{pcq7NnOcvH!o8jBy%TA6k&*
zw`0lDfN^rkp%7=Ch4w`Sy2UD`{BvR>5l@?9E+Lbm1t$6Y4@<Mo4=E*wxy%w;Jb|4U
zDcBDA0^CK>6u$*o<)%VtVZ1G<;8krx6SXX)S2c4bMjcJrq-;W$MDle=@K^#aL*XGY
zzZCSQK7vT!Y@fu-)L}IglV1HAcNoprh*(Q{3#v`ZsU(mh%;<X0$<UxM25&#aGA3=3
z#c)t2?Sa>yCrgk3mc2j%IL3ZtSJAbx2BRe*xLrFS>Xda`<pSj^#iOr;lsieq5O-Z8
zELrjNa!I66ba~&tvJ#*>2<9o&W{7H0HY2~mB~|+SVf^9JpigKP{Lc+E3hR*>F9Aj~
zRs{(^l<-AQELis&y!{}D2$fCeYiePW{Ai+i{&WCq;c8bl7`wwFmY-J(G)=%tS86I4
z7F~AMFVGGM%NPowntREv5*VdKs+Tr~U7DA`Wn=SE@l2XZvG+mc&vq!2xJulh8jVD*
zCZB4lKz|qbY&slOw`U_pR~3h?3dxFtS39KXKi@0@gBn{IiyMNsy^Ceqt56G(p@4^)
z^NoB<@N-G31|%ev3}g5zAUfWgm3+v#9~rYxqfVy`Mz6E!9aa`t?!o2Y&A+bQ;T%U9
zwkD?X*NXY(tbib(kp!!hfbEsYhke!bY8Us1@AhB;h4d<d#ZEwrN0U6^pNBg-6WQ_z
z&V=h(HyJPvZ+ST!N-{nRyTATfW6#3w%QIiT#1}Uhn+`Rdnx7F<1TWNw;DZ*G#(~|z
zZ7mz*SuJ0HvsA5OUi%UC#g*#>K^QfnS3we#3#lc7DuN-cnv4S+W&$l^WF0M|NR<Al
z3|Jd!xDbSLe~`B!dwiUB<alZvI<e)~CXy%zx6)y+-Cw5y+gQZ{BX|l?B?GnCXnA|V
z=;C}t$sZ?CQyRdL*-ds|DX%I)gQ%g)WGlB3<-;kFyPvqZ14sBri^8H^2_W7jqLvTI
zfVTqLZ#ybCgajOKKCNi^o8(ClKz&{my1+*LFsqUr5MYcx5IFPUTI$HMdB;yMch|89
ztv9;-v}f{gS2ib5EAyoQiTve^^Ma!SgsPWZGHzih#17N*4fjtT8?u|NYX$J{BwsBr
zgD$?qnIo`>`3{y~ZdX!UJr_gNvlVx!t5^ssj!v^egPbqBuhWBjs341zMK4VcXV({S
z@sW(+h6!4XZnQ|RxJgrU@<t*y_RP@*Gc88&CYRYmX?G=k63~+=IV7xRGLQDI^Fhk8
zFs2QtOq{_D3*}^@K<3xkVZPewSD5l|MG?oW;%Mf+?<1NO$^hR7))VQYXKi7w5{};<
zexz`{4~SDZCw*o=P!Uo|xCr;Upe6rE@O}7eV+q2Uj8|!x43h)a$|%#TafM^`pDK6V
z-@=+_-e;KFFe_5tbl|zR2=Cdr|7*ATx1PzEj&{lS_k$^85t>^kr!Ud&n;N+Ps%O@K
z>+o@;?}(j|U)Zjs&T-dYyb$nyD^aVJ>m4F@x=De&>>v33<I_Qz)$bX#`4Eg!7=@PT
z3i*UGIZa}NCzA!frAeuFuMg$l$&8j+zAa>Vzbaf*W)TuhEM?fLEzhMW7+sg*|0al6
zLh%&Fni$j8{EUUOR`cE5;4M-G12MklP19O6B;P>9d9{FuNyJ@}@H~3gT0}cG<8j%<
zXJO9zc9f_xtHbTjM~9U9(<7beuNSh{I|+>CR-@l1N`$GkYuqL;<h@?(r7#dH$|-Qm
z3JT$4FK&O3dS7sTt7jPY)he0@J3?IAY~ZWMKX=f}E}aYs#JfHI`?RB%`_Dl-H5xDb
zrpFM@xTsG${+tV11#uTQn=S=DG6gI{Nv!{L=8Zg4T>%Ai9>@bCP6>H4b&(i(IxU+<
zja=(JD5Xf&4c>!k41Je+;z){jI}4f_@-w;qkk`eOIn}m}=^<1@iZDfT;dyu!j`Xr-
zzf<+3-Yse{5Wdfp3SHAGJpYClTV-M(O37?>n9YRcocZk?Hp=<8hR~*8dbI1@v<8Hg
zG2Ge_KMcJ0RExMrJA;nWcn2q?4GY_&Q4nF$pmLeLV#2c-D;c5E?Ttl#50v4$<;9~k
zmcjN8FYd_UNWRjG?=)yI3O9AKU#B$;znDQYt0~3L>yNeqFPwz9paxVYNWp5EqwW_?
z?yteRliW}&x#z0BH}KyU9fMDdWFpzahe0+ZbrJ#y;|EQVOr5lfcB=g=m~e^#?+XC@
zM7IHeC1C8!^+kSbf%cG1IFW6s>`tw6ty!|=&f~Wz6u~+Q86~WUxht|jxt`KH-|zR)
zaSB&>&SU^jfKpX2RgOart@Ap)1s|KJ7%<hp+W6X1mC|GS^`;pkaxmA-7*QY%zAw4=
zgYYl&O+uYouuH20arlca-=)DT=2vM7s6o3!*wA^etQDQKB*LNxNz7C^n3A~N=M0|c
z1=wK44uj;jx!M(~%u9Y~+=@5y(}n!mPm;-j1>*M4+r)o%-M?>IsVb2PVz5MEi^vf)
zX~yL%zrr`+2g3H2q>^7DlxO!M%R;HS5SGo0VwXgc<rShJti}!c!h`qIyNv7743Z+$
zqkOnD4yDcNl`%nuw(5O5qb>4)mX7nAl)FbBnkbfHxNN1ICg70KTnKx$t99=^x2l|m
z)6jw&QO4Om&g!5VX1oS;+EC5{)5ce$G;M`B60sXs0*9R+22EQ0j`O`Hxzq_cHuK|z
z^k^(X(ikuW!3cL^$aSV#8^LiNbaVdFK$F`J{$FC>%Zv9X1Ki-^|9&hd11XjNJa$0V
zV#$pN(J@*ih5Gp6P3aD9bS(_xz3Kj9g4ra52(}^!AYG{;PO5B@T`Zd#fwm>wJBM_g
zvgXNP!&pP@9s_lXQw}Yq?8ph;idWWvrU4z#iESd<Kf!CiFtETI?ys!58=t`K(N1y6
zz?q_XNO|L5;~L*ilMNEF6IFCatxpy`*IVpzpD&*vv8bDp?uuj_#5#TRN+)1f&oE*c
z0n~zIEE%XPT4zD^_f7ak>hhQD`ri=Ezh81NEyT=GmgcvPiXgkMKT8n>b_vQT5>#)8
z5n?&rg$iwLz{+~Orob8@H^vS5rA|X5H67wFpJrT0ox_slKfxiNuOIoLlDD6<hpy)>
ztKInVY#5As`efYVtvuQ{-02p4dQA{@ku>JL&JW&nd_^>-?%iLcp{GPU#~p(2@k1IK
zcM(AcY^h8?#FfE<G3CBRGKL#9`Q{u|93n1yP3MTX;Av`yV`f{uBs~C|>dU^B6#9R=
z)Su|X%cD>OS_qSeit>##u8g#S-kc6b0>hvn63c2%HI3uj^|XlUFXmToQRt#o=!Pkr
ztF=R$g}&_Od!Qy`0=*4(s&-vlNx?^m>w(PCiZNgGmZ0Vvu<B$nACm`*?_KDjRwI{b
zptQ=k$aNirE_N-G??f$Rz~&Dn3Y66$JFS;eU8GE+R!T^5$X1%D!A?^K;#)qTns99G
zgcmEUr6`nIpbKJRp?VP!Xnx$#40M^Fx$yoGw|Un8(wT-X6V1}47xM4nPxH%U?7y>5
z22H?B!x=G<SM5g@Pn=SHb||KhT3?YEqB^;HT>MYdedfs$#k8xmlO|sy(=_YJkF;_f
ztaW#T+Fk0t_1a+P!6=$wiz+U9w1wYQ5ip7FVmH&InmN~p{TKVG{Jkw2+A!_EI-93W
zD9E~~s1SwR&?vfKS~aPEK;7kH&0K|mO`)0ba+WeL=~N`!B|WZ##6-eh5*AL=(gbTv
zO2^Juzg}v291e|MPJ{LQ>G-hiy@xu6po5U5I5&rb4U%XL-%fqGig3X!T`M8aic)Or
z$K!0AOwZkVfXGmrvfOmi9rK0z1R!r9`5&$<x2nHa6^|=cM&UeKMsWdH)eXNqj=Wp}
zsb9T(vB^t(2!I>BmBl|hIg26U_ikc)YH`sXefN7Y!=^lk^kVq)oaWy!vov^{*b>k|
z@o@Ew;AjF69O=P8ZPjaU=h3l>yX7pwW4)H#fkwL&UXM8H(`_;aUAG_k0nit{q+`5S
zeKT{*vy-=v1UoZPX+R@``+2oG-($5g|5eIo8k+iS!R}8pK}2XTg4W05er@8+hxPT_
z+uflK=i9ZABcQp8p=0@YZ;x1`^}|ez_vu{b!?{x;DF;70Aol<HJ~6X6eO;fY_22~l
z=EI6iy{nH2PdjFMPoq!E_`z#}FwyO+pZgE^9p0l}1B~U5o7L*C0b&V&fi~Tn{q^)X
z+pkjmZ*Rtyi^#LsLEcGj9cAC$XXCbfQ5Jd+RQ>=35T4@el9Y0<Sxo0CGH-gze&e*B
z?tc0n5*a`WguzjKj*BZq#g2H_Su!7<zW8`QmR8bp<w?iQ&R*)@pMGIP<aZxjdwLjg
z@_PE=R`?kOkLM<~8Yr{zt@Jrdgn7D{tnQb&2iWG$KNR~T?eCk=GDMBgtw_%6xvBcX
zCMGL!-x%uFeB)F!Q59OvWgk}k7+Xtip&Y6tle9)&a+H1|oq?vXk#&hKE>Z#+ey!H`
zw%oaxRJY#<?g@dH#W76C$&^lLzF73)7c4FHs9Z>m((lg8REMHP=@p<|K}<zqE$pzK
z7n?d4oeiAG;*DJG;peEhZzB)>4(8nEK;;TsY8<z2&(Df0Bj_Vp^#m#f2k#H<B1e~r
zPzdV39M=Fw!fWo2*6K*V=c_&BQdwO`(|gZw%HD0pdgVo|I(7PAh0Ea0)o%d``K;pm
zwXQ9IHgO>1v#rli0mSpiv)c7LPCfO@NyOFwkOb#ZdhT<06lfSZd2Xv~>3r_VXfhn#
zQ0#ay-9dh4G)rk{7>*O)_xRQmcU{;Sa2q}lp0H;ldihL&V2S`tIRYXDL~iybCX48`
zde4oJKfK0<MI+SN*y?9z+wP7h78lzcx7-0LUO4)lu~VV(KmI-ro)r|LpJf<SH1
z!#GWG^QB>eoRkx-5!*tiR#N10*=c-qw`xxB=+WZr7f}Yp+N6n97h_3z`J!>m;|cPX
z*B=i;7<z+P6U$-i-VV^J=k=4vdok}d_RV=AUrlbY37~!RfGCHOI(P#1=bj#t#)ytY
zuU_*y1KjPam8*LIG648*_Ldp}kB=hY*|}yCKl&*v`x4a$1vakeeYKw$yx41OWAs=n
zbxH~w_|3rUa@2Mes`!2nfq~Z3<xt5g&SGkxWmN8q*P$#LUh~{)%i>ix2mSw*MA+`i
zELRyW)sD5D0C<md&&hZI!5|0FVO#=0I_%EeLYh^uGK9j`tKmLYV9R0Ttop=-G&4V0
zviYokF59j8!F+-;i#0^uNj~wOU>gKk2z`Hb$o5291sAW9OaS*yq$Jj+CG?xc_fP%r
z^Z>7_OXQLl%4rrd6^ypxirpJb$(!iyb|{Ul-fUk}HzkP}>aGbvh@78aJ_>5Ce>JU-
zq>#dE^w%&Vn0Zrk`-lNqPThMIsjVP)9%4%!5DMA;5y5h9Nk%Ntea!Kr$V3DK-Q!l}
z;gJmIZBZDGx1-h-*}%)+J^lDvOKSU7YAh4533NOeCx)i`JXWvYWcX(Q+a~uTi}&&|
z0z)#p$>4R#pfezwX^t^80R=O}Ui(`>o6ghCEKO;t^LrP=bD${mO^^ey*plx1;eLPN
zb;&#-6L}9@uO#m^b)c4JuVUaam%jPB=NaIi>9vl%GYH7a9d~U@U5x2KpP$oc>f(hw
za8)tlfU>*wUuo^`|0akG|9=of(k{Mao}4AKZTsKB<@@4gD}Oks=hz`<BP%OW^%+aH
zGzFQ9B}YW|w^-+8?f}`32SkEjPu~>d@v^7DnyIFw+IsH`-@a*~7JgFXrAFXUtZn3E
z5rX17B?a<@8stz1g?!!ug}-t<`OtC~&K^Cx;Jo=1Us-m1Ao&mn-F`wL9Q3n{xydY$
zr><s#S-OmgNQv2oTUazf$~*#b0%p{1@=JRdR0@#-Mu4!MPyQVu#p;Z3%;CM~y4SGP
z{>)qw;Ld2YnQyWII$t?f>_5szwadH4GldW97KCfOz0$3S25>66Co=>q?j8rnh7jI9
z8(08vJ)+gFJLCJNp2tQxC?xXYoIpxm<cs_51z_M%`*~&CzQYexWXRX!yv&5o<AvWw
zwVk-BtEj8eYPQ@ST@6#Y#{mQu9ruMwZn4gvdQZJ>;+^z)Q=QqL`#<u0{E`8*v;p2R
z#O`f?QqtSu_*|t5i6Qp&QU6^q3c+z$3^C<%(Wa+E1keF<9mMe1QtdDW@C|Mc?AlqK
z%~yyeLI;3e7ty?IL#)TJmj|&1P^HmW*AT)(jE}<O+#1SSv5@}#Jpz4BGC-;^(Qo(O
zC^*>Yk7)u*KSGdq3Yp(CFR)p$SL%MvzZ*Q_GKvkg{!yZzHzdcGX&?2JI3Bv{x2Z*j
zIpHmujcfFJXjhk}2}2dHc7tf4bN7g^tX-wB0k@;}c!d~NsYK8~6eiv=8;@o(1O}Oc
zug)U>TyI*)m@q$I%gf=mC9EgRaYqBYM&o^UK<X$&X&O_sT(;VgQ0(b?iDA(v+G@`U
zm*IH?tujN2HRn~A%r~Qp<d{1<;Utp;2;NY>50o&CpfR1wngL8@cRy;@v>%gg;1bG|
z&^!uaKYNrcHoPa1@q^0Di98exR~{7EQc>UOi^%cs-2qJl9XA&^0Otz(P%$p_d`Fv%
zR1vejt}cHHgvRwST>6uS8Ts&ai$rD}-yB0*>t>1FV>N&xSPkgAKW~xV+oMe#lTC9=
z_j*JT-CXH-x&n9+uC9;(5`dEQ;no5aHaqxiHpXr?pL_C%0jf5_2WkK;OR2T^eF)H^
z2UP3~lUl9g>}&$<H}{n^K0hZX*)Im*I_`T-TwJs=raJ){n>!KFY&i9&tng^sRdncn
z<4?V7%D)W_{}?#FB~cLF@2zn?x0Ax@hVLiY#UVeRdjL$06+j3BdQyPORn17g`GlDC
zcR)54@MjY7)EP7d{Hw3x0rj5dk6Tm`_wdvwBZ2Gpel9i5lyoAyp4S0UN~HIKHvp3v
z^L9`KjNiaE4i#S3e!IA2jExot>{oqPKK5qxIA6SGCxE`>9F@UpwbSAV0JE^{cCbh{
zcfVRuQSHg|0jO>T&KQ}bj)3{BFS5F);BViFaLDD;tSa$KgT~fr<qGFrZ!eE)o%O=v
z`DA)9O~*<9p3j+YsOJen;o(d#!xGhL!p~7}hY1f+?4z=Q%*XqlG4ID1s&M+pn4RYb
z^w0I#yuXN!vWk*qCZ|UzoQLx@@n5aAMqWS#1pt?-cp8Do?AV{vZeWih;@Pjw<Xg~M
zz7_OB>tS9Pe`Id_9AB8v!^IS?(Zjqny90F1om>p*7ivKBx7NopCz?&rkVKx}mWOMG
zYT-6&K$Bz1RY#s_UvpZ9;+|}}MrnxIK=K#Ofgu?8kWCxmWdXwTE0D#Rf`ZmoC*|cR
z%C3hntukgfy1266!RJ#XSt*yQnPxOBRaSHVG|5-D?bIx(1_aAA<66u%o&hmNcy-D}
zDroS6v@AP83+^2hW``lsdyBbWuCJDf_1)Z*KUY}V*vzQY^KYC_MSo!EWQn+^lZ#_S
zjCmYSV4}I)#Ne-}@O+|WWi4ypU20^nScv2r<2K&KO3GB!wRsxu*jT1HNcTv0$~oM3
zxR*{amX3vrGB0H}F)t-}MzD&7bP~qu<#5!P<ep&U8)2;uTDrOsyZb=W6)e&S!4;Y5
zxl}<B#-?wipZ&t^X^{j$)wY-arWIBhyx$?bG?E0;af|}e@^oX+1mo!@=B!FJOsW0q
z!er?fgs@n+$v9*L9*fpceR8-n>0}CaA`5gQtKk`p1gVX+xNUGb5&aA0A6?hF=0?>>
z{mfe9&)#{lbc(N}-{2DENloQJ9Y1O&dw0D7PO4X{0So|ED=n&&gRQX+2`HBh?Y?T>
z?%D`JJiL4SQ5FH|1++iDC1$?#3(*5wQRfKM?W}Dr0DlymaIkazMwk(lw-0~g#FveJ
zl&7T(b>7FL=9qW4g8-PsZn>#Vzhe;s1=njfMH$#XGY_K=Zt(cWJV+v$l&I}k2w@$>
zik8Euoe0kL*sY3{ma-teK3WfMU#lki*=s*SWbbSd-MBv{AzV;baPyAB?o$=_XM>yO
zK!yH5_@D*+Gj%ulTfC@??Uagmgb;?v+#qiA-@~zm00HvM?A3<DB8)oSnZ|_9ct||T
zp};&3i;!m*%cW9g@J>d)?~QphHo)dAW2c*?b)9E4Poa+~&yF4r$>TN7!4q*`;o3?0
zoldZ0^GhzxR8n+`4azeD3WNNr=;$yoZs_gQgCs70CcuSLT48+s0&Jr~GfZ~<hY6V{
zLfZDrEUs^RJoNUc$+BqB7*}t|KdSk17Jfn!ybZIlc_cRMP_f(wDyI>9H+4FdyTZM#
zj4EN#SG;^UBzvQmqd+6^)d(VXT;5iB{hSx{ZzU<P&R8bjcsqx0j!FWa>V++X6MRMZ
zsx<!K5&m2s&czgqKCNz+--Lw}s^(G+ep7RUWN~y$zQ>Yj^2Yc@yeO&Kox@Gv2QP=_
z%v*J9_2zfzX>hjt%tSV1c4_qxeGfW`<W7uz?=+o)P&PzK#>k-`PP@muF3X~aUkor5
zfZ*WzCyMt+_53?Xc@g@WMXn`jLF|8r$VMZu2*=XO8uwA@4DH$tJMpRB)PkBR;zKJc
zc&&!H&T)g;01H2qX1KY|i5^Em8ZHU4?o~SeM8>AWtLTDN@bE{n!K|M3-d#rI-gaNm
zAWk1TIh)yeFrqc76&f`U_nXuQ>PkgvOwI986PbLA#kqse(DE4hN3xo?IQWU!J}bUb
z(i9kUQdRoXZ?2HFsI~`JvAcO(^4bf#Nia!B<oocm>ydY@{Be=C**}Ig?`5cW*MPaP
z{WI)+DY1}YZYNuA`wNWtGx5W52lASKwJK1UP~n7@Idz8Tz!7$gpBnWmhm79@AjQwf
z8r!PoIO8SM!a9JctDs|T%d{`KH_5%5eZ+&vC5)ItaLIaX%^)d|P{5>)XeATjk%ue>
zuNcbIkQ2TNOG+=zDtOk6E1FFWVJX72+zQT?Be&SuftkjsVEPHQcO;-YgeoOJ86(T5
zSoXkLhX^W=QAB9&2gKL(UE^m$tZ+V!DKGS=I!!fd2HEX++^%sIxy4k>peE!DSED&t
z1X%iQR%91j$PP{Wv@EUZjuOe8XU1M$>!0Znz?S)s6!83U#BQQbTGd@uBL^an_=?`F
zub|2B3esXgnxYPsNF}^ktdp~Q-;|PVSTU-QO*9>h$hPrttJ)HZ(uFj|LW@bnHFf49
zKO)-aoe?LhXt4hK$T$hYj>U{t-%OUVrij>_Nl|KXn63xz$*SZ7saGnaXpp!Vm(u8k
zihAI988(vyp<fi<Yfb07>vr4sGyCo*KU-oXGOS=zBA_*H+=g;`24<F=fAG^<;-78r
zPFZDmd@qLXyowThl+%S><~^5N)uCBSrZ~1n4;4ZooOV_<hO%Z5Dq6war1N;0E&T!O
zhk4#UvmK?NUL-c1oIG#wCZ4|#*S|sC=Q4>Pq(H_PktsH1hWBV`ewKAz9K18P$VzxQ
zNI(g#PcM(IPeTl^m`Txcjl@x-%hwYOnNN<di&W_>Wt<48$|0>N+GGz(Hxs#<AwIN(
z8gD|sG1OLt_DU5YH~#g#ZW~ea2jA{KjJbEPAfIZb({1+J0mO1S?V4A{jDoAV22zCW
z_^>f3hoYuMyTB!LI9Tf-{UW{u+cHjvu#mZCxxjtxSmC^A)Vqw`g%E)|aHo{HnX;lE
z%u#etLNQEBfNj}t-59s%Z&v&Nh14&?r~9WYL&*Uf-D_&?dyden&w1efza_OlpVXG<
znc+_BQ{*+Y&s>;Q9Pv>Ldvu&oQ`nU7I~%-<LmWV@)5f~i&DIbr|LI=!jUWY2NM3$~
z?i4R6tM6b6noV3$9#EWxzYZG2rEj}8)vKVVup4vPn?TSd=#lr^2T<z}N)a%A(E<B}
zUf+836%(8Ei}VetMctj!L+6%l5D~QQ0<AxJQck(LukrVvJF?ANHqQ;x)c$W1a=05r
zYu=-Y-9#f|hi6kMYRh!tXaCOCPu1Q<A95bK_jp8uj{s;ezy%(}{}XS3YX(Mz|7blg
zF<5ERSzwg^_x5)l1~#u|rf&*u>ve5{l+=JL46oH&*f~y3m_RLMDT@QoJR1})bOsG%
zZ?)WaT^|(FdKgP8%rGOD_xvDL!i4JWN3lgX#t9rEP%cuWjLVEaoWwE*5NNC9(i4Fs
z1b7P}S>+67JRNQw;RwBhkoRdp=GE~Nxy}lj1iL!o4rMLFU($!3s^>%6ibz`6-B@89
zB3~uQwDGkqHZROp$<JjbT3!Ux5V>-VIZ)Ge#$qs$)kUMl-9Q}9A1)c7Bg=|NktaXr
zrqSX5a6d$v^*($Sl=)|Odr7MODF^wxUAtR}!LAE`L+_X-UxFrpYSv9SRd*iJuZ>$f
z#}!{Go=(ONqRbOP3)C9HD0C=NCZi_7K=M2n37X35NpZ+?jvLyXA}wb<%R0#w?Mo=!
zGO#ljfr{>3XM-o=NpO5GFwBnVIX-UGHhetsM&erGs_+yt=ju~H?6jPRQath{Ve5Jh
zI3Z8M{L*@Iq*~o*bkxjtF*xzXrDP}{T9{q4deLRrRJHEB?Ldhnf;rMV&}vKi({uAv
z><^fi1N|WWOCYaVfmZn+u+e;a@N%y4BQvD)a7_{8FokRc4_etrH5CGW7fxk3;WqCy
z1f*W1RP}5t6|fU&;WG{ErQsBQLHv!$u4@vTV?#D=t|CqB96E46st!abY(;O28~!t`
z^+W0ul!}9|zzps#OO7uUp=Ac0={^3gMwSs@&kv-8M0j`57cUA$Aun0N8<`2g9nH{B
z>9}8<;9Ij!-v(pL|9EF3Xi|;AZChvvZW?H~2~|P$_2yRUE&PA^A3g<+QM&$@@c2FG
z8RGOOr`*R(Rwuf^CeWLT#3GL?T!YmVZ&0)duX3+sV;u~yk$;0oX0wzCv5*;ljZbM`
zBuh6-gljUFgU?3cDHm0gH9-Uqded62#%KiHV_|9<w*>X$9=-ae7$nbE2sy0;GUMG4
zSzs&m!?v1_a(RuJy6z1WB_Z@p+>GN{ze!9G#kNI@&hP(>kw%kNZ9E-Hs#m5Rt0_W6
zOEvtXAO;F`qo;TYwBn6XD>m<R#c7T@R0uY2q}RwF0r6jV;BzYSzq$Va2mLQ9B6WQj
zmX6+O^tuAOO<{H56@j8$_JLv4U@Q`iYPcg<FKnjV1is~vHTUE_>{?il@JaHl^43uX
zF3q6rV@#%;g$_gSz`<)wPi}~iKBcIVZ>_jbvlL*xq*T1B0uWk|(_ePy56^H@`?A?9
zC3ID{cd4q`b2V_t<SOkP*4cz)?5v0jnDYWmb(ttwkw~1`8!W))z^yTr6bvgi+p|hW
z4%|`Xe?}<yp)BeqdDZde|L$3+g!rH9w~g_Y_wTLs=NbA57pNXei4VmgL$`Yrp^sqG
z2~~@j;VUx@7$jj<znd_kBLJE!B4fWq&wjJDSjaI`q3t1Qsj&2A6-(d6O}oh0L*GTh
zlLqtq=rqr(;B8{t12P6lRW>Adb0sj)$3;_oE2hz)8Kkf$`?a>@Kk%!Zq^jqXjpI{*
zm>N^j25gJKmx9I}Pqz7vQ=;E`THSn1yGBY9<YrC~Ox)Qu#`mv68eMjYr9-$K<VNI<
z`qO~TLy7U<LEjhu1Tc~L=NkP*YQ5k*(8<s%y9%tr*Rm2BDi~YAku8}pvlq#z<>Dk7
zW9a=SITO0qFHO|Qd>Km`zO@##Ackw?fYDUj5*}1w6jDup0;BoGY6kB7ZRsA$LXLvk
zD9-m6vB{h!QiNzc{BVRim7e}+BhSZ<$Ik1<!R8TH8pe{{&SJOJiq5UKaRT2C?(G=-
za4W16Ykiq7bcNAFc;$uCz#IC#EviZ7lED9*O#_MNk3f6^<R$_yI0?AtYa`(Zn6CaO
z#0@aRzHy_jvrf2BD?}GnUDLFXNBdO}h%Jl+WA(j#Q$P>@|MYd{;ZU~iA1_a+NT!Ai
z;b|gSO7<;OmPiRRBN0ND!H_*WW!K1Fmh9`;_sEhg*=NWaL)mvl_U*lfI^JK;@w`9(
zT>m)kIqsSJKJW9szUTM*;k>vK%tvi`TwIN=vaiUix7+#0-FD+6X9yo&^2}~)lHuem
z;MIM@yTZgI0)Pq7KR&PNA$oSg*mF+XJN0(dcEelE`uF5-6r(vcTTNw9ZGb`V$xZWC
zj_RqE*K{=(TXvC$pD|1IX%6M`S6feuA@T+GTZ{S|x+_y@rJY<dcBVylR3F5)XVc*l
z?>`!LQbzVv5N|suLgxw(CxQN7<NzWCmMC}Q+sS0p!GIrBy}3otRqavN)R2LqP!WvS
z+oPx1G3xc}#V^?>%I2VXIdk|AeRADhl6MRUH}7Q`s9?OpFM%WiK`umi6S{fS)_BL3
z3D?k{CPy9S{_F{JYuOQA?kWTbcN&wcYZy(u(_kLl1V3-1$uJAY85rd2p3ZH~E+4oM
zVOggm2s%{&?9d1|%$@#Z<z<k2*4r)8vq*v8$ZOHB*8hhRx5w$HJ){yJcQAkoGXA0<
zi^G3Dv(J2ltceb*b^U75&)UdmG`2E4=a%Cchza3X=I)NKi&alZb&-knKU32CsOk>7
zg~8GKZ<egPGuRXW`;_M1F^afwq$lHK)*Mwm(N1olL^MNj&ke2liB4uMa$We_yfgVb
z_Y0D_Z&K;6s+z>=%oZouAUuTWvOLq(F!a<tkISkZ({AzT|KOo+k9SH2{-#qs*N}O+
zu=AS7$})S+huh;2(f!%gM(pICj)*P#6f12h3z-rIkQ<awQ2L_J(O(qslm1twI2a^o
zo_KNn;?9TP!uw&qAxOAiT>EwI1#QRqDswJHl66O%XfUW&je3+J_o(Fq;&1uIpdr8r
z(TZ^^Cq@daX=x=2bf;({@1XMAGkiGVbip2Q7K)1tV%{6~Ct0n<)FH3glVg%xxKdxr
z=xP7e5Vfc?8*pnrTVB=g;v#CxSZQ3RI|PS&ehgaQrddvX4>xq1&qzp}JF8*XDdsW+
zgP$Pkk=gNFI3H~|X(+7la_@zDk|YP8z%9_+1T9&tYxyDAXdL5z(|Zml`$FHqzAb`j
z^n+gP@X;L|u8;z^Px`Dzz4?+`CidDJ&oN1icbRr-v7GDsy`dq^WPWqAKBZAtZfw=h
zOoAJ_C-VvyJG+kpWdv`(REuWwfCt0RGwiTgLC>z6=5uYiWn3K*GorN$O0sb+-ef6!
z1*VB>WTU5zx1p(w%KBp8VUC0zJf~u<TNW@Q1Ya2+Vl|$_=z|?f<lg=7TvrQDJ1|W-
z7EHfdrl`9pF_5E+UBt!se_5gwOS=Z5RJv>q!8L_i_~T)}yUN2NLn?;9TC9|M`0lOM
zaD-66O=<0u+~I>!de;z1Z`)E(G4Vp%$>6-Ya6(Db3B5Hf!T!Bz!Z_;b*J*4C0~u<@
zO(PFZz}Lw_;<9~>Y)Ag?kczM+BoWDb=qH=c8IS8|Ma3;b*O_j|X3BiLW%gA*R?nA8
zrHB6UovGo#))S}KsW@oZgH*=>h%Ac9Uxog-&;w!f$lz|;4e{^P`wczqXOTX|d6wj;
zT6F>6>HrMett00bxeN`}2q*71sdyFrzU~gQP!573NwL|@F_f%MKbq5Z%rpwQVw$l`
z(mT_cXYtZY{eSn*Xf*=!&%~^m<x;eD<IHWBIozuS9+KLOC#lW5C5LLW-WINhY03So
z_dwCPoQLnr%gZr@1gWt`8i{WkfbcGw5>sJC+NvK9{Q%R`(wf9sj*$G`9pONVo@_%u
z+vpUNe!pk~bZ5>M9e{u6C~Lx$NpJeburxmz*1ce1KGfa+Zsx$mzcOQ1?Lg8iHK|Cu
z|Fof$?v<Mb;B$NW9_a3+3eZTqj3Bw5ZBF>;>H=N4A<OM&Sk2yidVEo&_)NVF00t|3
z+IQazbRS;9M-i6{n?rlx)*$V_#=YHJJJf*-TfVTy;qF}bg5=YGw}O|jAN2}Bq38nX
z^IQ&n`b)qes#`r;R#WpW0CJH+e*j?Ff+rG?cW3Cv80zKHk`t!t5Li(AL(DY{cO;7x
z&mG0~macutl{V{g;;l0+mPDgkXkU4Mzf52;t?O!{J|EDS$TB^IgsQY9gjdkx<^B9|
zJ+^?^$;upYtow|S@P7I|WXr10wh2B*mP+O4st+u)9v!bk$bM)aP+Fj~4kO^z?UY9B
zo<N35Z9N`A?92l7>z7fl$G=B61UdPcqggE$&wja1NrzbcBxNrK9mS12%?obpm^0x(
z3w%7qR7SMw`wU;MV|AG&aE?iwxi4<D{D#l@(Q=e-o0D5Dciz<~mnKn&s&Vhi@RAA(
zV-p#(04d{tTfTLW%A!AiVN#3bYzPSo--UnM73Bs30DP5U(jYv$dUK?#a(C?u*o%(S
z-J4hAQ9evH;L*s3zor6`X|WA-{xOi4!Y*NFnpDD>?Wny-K>=Z#k<yaAK;qr6SJl2<
zt1ORYT&~(LzadKsn0Q<(@y7GOmizkJ(CU6gS8t@)vfr+<sM{HJyI=H+tvFUY;E8OB
zn3H<~4&TuR=eL=3fox85`Y!O){qoHRHhsoddb&>>OiRAI3vwzzKJvr;;&*xxe$<TJ
zeOrB%8WraE7~}zEz<IuNB&s~;N|8O09x`AY4<SB@xu!R6mRD0^-9xc+_E05I)VeqX
z1D5f&u2gLG60`Ke*Eq|Zv8risy>`S3?GJD3XjEid0WUQOYQ7tLZT9D98tKXD-S<Wo
zrcQl6*}5Z|t);`s_v0BMXbX!vY4B}0njTZpJ6ioHZYdOfgJC$9p;VEx-v~*(pIR))
zBs7q0@7tmh))f#FNeVQGRo|NYFnBjAH}%7J&IR<6NNSLxV}+k(ng;Zki5>mq(ra}O
z`ZPh&1%i_d6#{zl__s{c0FKlnuGoo3F`QOkJ~7K^7^?(aQQ9yml0DWQQ6yRw1xeS-
z$}piKcDf2}6}C5sQYpJe4r2Km$=~z`3Q|~BRoQ<_qMPfpbp7V-o!6nw1&^=!nQX8&
zoIIta)0M9&OJZ%eSnd=EkWL#fwcZFMYb$`y$OYhgJG&m{nez1xBW-Ou3tU)00J5)5
z`{0QmsuXJM1@IKpulF4+4_x}szHz+bZHbhShM$+V*zi7gH-_KP1!Y)~sJ9AcIflR$
z{7PzVxpK30-(@bM2i4d|nPC&O`GEBD=mq_Fbo*7s_~==@<o0w>LwQuur0$ltE|52K
zrnH9h^|Jh89UDVLMt=5$DaT$1QRP53NKrJXel~y>+1<<fi=rD)QUE|<zh{Nn?x2ja
zy=KE7Uym0x-S<xx-`k%ZN*&o9#;i>8?gP}q-T`XC|LllC`jFix5nboq9L}&$qk<MS
zuIrV{W>aq45@o}#c$@TC>*?z4`GK%s2Mvz1Zb~T-*;@>l#Rae{J=oukgGml)iZcT&
z!cd2fkum^VA3_fR7h&z`?E{Pl*u#?p`sdw0^v@+B1xny%hyHT2=b=r)nr&4GS)HOE
z#n`<AAd9HMe9tjRbUdeviSK62x*De#!g(P57I2fA&WYrRC~dcM$;c%j)Y5_kX>%BR
zZu{m*$7&Xmy=)IiD&~1y!;m_V!?<9DQu-|A4fX8xGw|(YnwFyI6VfT2{Go4ag8D!y
z{gKQo5@I6zxf)X9d@qouO$#QN31xoM2NOH*Z<mYxlB{ib-o1tGbJv%v@CZ8e$a?k#
z8=xTUfU%L@cSbgs!tSM8xmdBfT?!+<vwA<(3{*r3k-+&w$@L45c74(UhA7sL8R>+>
zS66#BI1cxJU;<+++U}zUN0X#)7Pu6I?b~?x`Ng_T3jJ5s?2Y~}c7Z5NTQN}V_-SBj
z_lE3Z)s(~%)|-C#VS%#j)@l}A$n0zj_$?xP*RV0AARXP(SgsU<p%1Bjab;wC<)D^n
zP_s&@$VOf<8+zyy6bu30bY|VWa~}?4TF!;QiY6VxFvFD&vQKJuhh3*co|s5O9Cxv0
z6`X}8Kkhi<DV1wINr6i|z-FH3H{`HS)u|lGvbXwO2?&=8yM^MsQr62*NcjTq{e}L-
zsypJ(0C}GNiq6dTp5ju2T{KX{;nsLb0SEO0kc9(SGSHAZ8Y1O>%i&S~Ng{Y1Y+19C
zIly}rhr?~`q(;)x{veS7XkcAHl5FpD+3yHKHRt|=E>Ou7Gg^#zb)3w-p=A~PPtclu
z4lf#msabPhdYNR>Rcny#mh!JI^9Uv|c4qS1WnQ$=VmV~HYso?z!t3^}8@SAe!m7G^
zP};jhDqI#9V4pkG%JoU^G{rioXIq+@zLjv8S*>yWy7GG0skJw)z`)ma?K6i1J&e!g
z>w_BWNWbe_{jINEH@CnIZ8=bQF|0X9`~7CEuaT}xGahhqqLtIHZhy?|m2|@6H(<va
zyORwVI5QbcnynLhRB!UU<ui~g^!za^TyiQ&ew8`pjJhB*VRcH!j>;DDxI^3k>#$T^
zp>Ky~mPzRnxpMc%W4@GhEy1koFskFhOm&<2M-1BHUW|$dns&2)DDt{aq~q62pFkfS
ze2KVU)@P#lB$ZsWI+}}muwB-{hhV#oimQX4@zJyiIfZ>yvW=X#ZN`O_=I74gTb?Et
z`7M?`%@3hO*$s2?#g%@vYhM&EXxnyO{-;m86@PuV_+l*6<^b>B=DM>{tko8Txega`
z$hq%rl=mZCweE!>^4{&doHgBT-y7NI8xyH<&8NE*0`JPxCGPL6a|A_;-((K-^LvKG
zk{ZAlGaPrL!H^5751cU`F?m##S)PiS4tBeJzIsIN9LosSL_oLk73+^OiJHxgnklK}
zgCA(*ot1NqTL~r0wXJM{bj`j^+3`x7AhEUS-Tl?3Sb%!S(JpcvT$|k5iUxfW3qT(M
zEI|p=E{(BQEQFq^<M?~<TKo1ROs}uX<%p4&1Q7!fR_ixfk;5M^Cv9Vbnb$)XC+8C^
zt**nfYO@;+)C>*}Fv6+25>1mrT#30BmSYZCG;M*ra2n=!gbl2v&|s{+iN$+Stj#3G
zG2Vxl!9n%1rni8fh3Zb%cSGfBOR2H>?uRR6m%pC6GU|48&Z&fMjy!t>BVhD&b-d}F
z20>8l`%hulmEA<v872Oyx||QiR|n%@xOKA5qO6DpO`0$19_!;C?TDNyQLag`Q=2Wj
z?eW_w;f{YnfbqoPaKy{(Ul(y?vQGwukU}-5xEd=qK;i4oj+l?R;)2M7EaL3*Np>JJ
zm_F=_zY=1P$g$8(bSNSU&MSIa2tQ5LfaYICojECG_kwLq>ltUG$fUQ4tbxgb)74q-
zfXm2ErEl)e$vAqap-(48U1+_z3^NhxT=1LSMw0}I6W3K<7~f;&>>a{vt9($riNO`M
zJ7+_#&{%bt^V`lh{Epl_7~(WM^~Z9r;NvyAzbODd9X$(NMT`mj$9C5UOan%;0U3+w
zuip=H`OZ}#OBe>B*N`?$`!W>itQxB3W!*ZXNErx6<So4RCnqK8P~(PC^CAx$A``T3
zh-w_o4&jHU9!0S{<*d7SqPz2(jy1ztZQF}bk-id--cW_ia2{6Z9qUc#?|rv}x)Lt*
zuS)?k`Oe9Ssii$b|A`nJA?l0P`#l`4KW#7W-YSAK(-e_hVo=ng@{l}9r9?Mehz{;l
zPhsVA9aY%HU}f?)Nu{2dU&P1$>Ik*fbUAahfDHOryaJk$P&lx|YWkLrGodxYM};%P
z;E@z=pi|`(;?9!`y(?8NkL#oSy?^;2{`kWF{Q9scp#VlU-`r;S$%xoZL~Dh0$go}T
z9j2N=Eu;^U9GP9%JH-8RE=u@qsK7;g%@q9`7dmgRAhC^!N6x8~ng09>eiSQX*(B=#
zA~-v3YQHP<XA;M&AlJ9zsO|;A2O9%8ZB$zmXZUAJji?l8g3?aVJ$3VdPt&L3I*Jn3
zKOXKV`y32875=%T1%If_a4GQ4w#}~FrganGhyb=-w1!aobKU6Bip%BL{$lEm;Bxk^
zSK~FGle{b!#7=a+VtZ0UUhK%b8A)fo<}9Pry`s#J?0T}Cep!8o^Lr#Jg`!Pspi_bk
zF^Pcx79&V6XaI=%Z%aKA%XKqEt09F=<FX)%#atsQcDkwR=1HFgS`q!{G^QQ!NGz0g
z+4jM^pomLQ47xt+JsX=j`bnAG1y0lgxlH!xdCmJmNu^gJ)9$-@%oCiH)o6q-ygo}x
zL^V51dHP*GepQj*#iZU0sy!3Cm|WUaRpA$49Tf=p7Y3VKX_vb%&5>P54fXIL_qyJ$
zJA-6oYU_HJ5=oIQkGD(lmn=Sg?F3)Oe8e2pBF71_e$k%G2{#|9MmxY#zv~m<<|={-
zLpIBQz4O)JI()ry%*!xntLTIP1BJlLpGlWfOkA<-k!i*xp?WL&bUyKcrQdNUJvwGB
zhSTn4U2lT5?_RGd?m8|XsxJ^pZGZ2L{_rEv%KncV;n&^4oMu?1mup~NPwyjQ`Q!e1
zW^^@d^!UB1E{2p<2IK5bH97irR<2u$ZZ0>*3H0{O?Z-}I9uPmDapIjg<@bM69}k*`
zhjo7}2B+ErKgJCc5MrgU+oRJlrgb1RK%^9FVhG3}VmEnC4D2dobYG*8%XGvqh>RhV
zr<^yBj8Kq9e*f21pwYmuVEHUx%xXzatc?7tw@<Et<hgD(S;o(1ZfJi|aka*9dB)F5
zyOmQByb1d6FTKI=`Pt-4=2dD<9*FkAg_HY~{<G#__x10&Bj8U_PFXhh*5l{@0hI~f
Awg3PC
literal 0
HcmV?d00001
diff --git a/log/zPythonScripteTest/err_n_plots/IterPlot__noICVP_Vp__fwi_FWISO_iterate_m_allshots_5_4.png b/log/zPythonScripteTest/err_n_plots/IterPlot__noICVP_Vp__fwi_FWISO_iterate_m_allshots_5_4.png
new file mode 100644
index 0000000000000000000000000000000000000000..84f1e2f4ec1d78d92f6f03165625a1793b1dadd5
GIT binary patch
literal 43739
zcmaI8WmH^CyDl0a1cJK-Z6LV22e;tv?(Po39YTV;ySqDq;O_1;?hdzMt?!(@_ub<#
z;7<?6oU>+Cz3*eyp|aAV@Gv+qA3l757Z($f|L_4^74+8$4G#LGlOZMV!-wK*aUp(1
z*VN-Qmsa$?mDi3IkI~}<?Obv#FxZixKSCc_zEaL|i!(Fin=((t_LH?0744dA{#Mo3
zkNBf1KWq@$rtp!!>O(hVtUEs~o;BCr(aTF?m`i)c#%Q_&EY;qn_c;`oi?K84=XQA1
zgipujCSon*s~;Mf_KUDBU6cgi{BlJUivxJYvjQh0FqFRZwHx38L3jGHV1YJnAeY`V
z8P4#P?;B6O3;BBUY6AJXbYaMp@BK-hpmjZ7HKs{j+Qc*h_HTE(R%9drXbN+Atvce{
zr-~n+Gk$jtaj2u1nEyJ}G_*nP>iUy}?j<{)5VZp#IM<3RK@C(zu_qXK)Jle@{`E7*
zVUj4gVk6=wl7N_84-^qmz|ZU;L;(S4B4K!ffB+<cuw;y??<V^$N@;GA2Af`g)-6Ay
z$pNv@y4mv>JPr*$7t9jukc7tFqh)%Uy%r$2Zo;s~J#BXLo4_>%K-<C~CH6KMIr)+l
zQ1RLv)=D&kYtOu06o(i3Gf@B<izgDw+r!@xk^~^hPoMFNK@;T`iua*XIE4g8KRCRs
z&W;*q_N(rr!2Fp|at?~BMfz+y8k6-SgGE(bAaxjpYE*HLv+DQ=iI?8`!oy<RIY>^8
z%uL~uM!wS_OYo{(%i%8B>w)nr=$@MYUVX#=e;KP3k+0jtSJ2hTVJ5#@sgn45(CN+2
z4;wjs3a6a3Y!%K4fOjzex%lh>;Mf!_5UOV~%(Fx2c(#`^i2)b-Wfw-Ww_Ptq6ud@i
zTn{OfDqTL#Ty>Lz;Ii+Pf;d1b0ZkO(i15D-wJOXAm){ZAUbH7|-=tE$zcG&ifRbFY
zU&MSQOlAE+Wm~%|zd0dBDLPQ@C7v(c8p}~EBEDs0<ATo)63q^$sV~N?@HzWOcawr7
zen**<2a~2$U4Xl@`<4^97Ky<@NE_NX(aAGs#b$4q@=w~3<#0#&R}!ILIW4hF|8<W4
z_vz@ZR;3cE*pIhp{-#DK(I=l*)?go_9Qo<jgmAS~)bqo*eV%QA4kD{up&4dE2RTKp
zm_uZns$m|6U49aoBLz)fW@jIy>bR3{K7;bm2)9<wUa#(iSOGLemDr=!;f0M!u%mrJ
zL<Yiycr#i$9+5<}uR`hqHc=o~D7a9Kn}q@g@qb+v|NFd2eC#v0hvm%*nMy~iOTa-3
zf>cK<Hq7Rq&J1Vv7f}oqn92j5HWdox1!QHFMP4L0xn(-a<88XR^$Q6X6(bh&tsIkw
z)a{EYk={dD2*ZTjh1K%4mi2|Ryrww^rPurjI;NT4;DXTEvl;$Ufqs8DpB3flB5|X~
z{{MKkucUH?vki8~ix{DEzBOW4W*Z{wEMJxg83y!_&6w*`z9@Zyn@NE!R<|+kwvQtM
zM-GEBHs*xDExkO`tK&Px7YVNuunis#gbNholO0+w?#&jrbBa-r^2bj71%rml(Z_g<
zc`XJd%r}dDf%&ps5okxL0|PA|nMwOykE7aI5*!x!x^WAFEchn)_4&g>y%~y!GH40@
zEdTM}HunFRboJq$#gZ+17%2wBa^a8jiZ+(<%H7uMRc#h2RR{h-G&52K0V1SEFV3ba
z$_4BcLgK35GWO`^95<EK|ICNSv+Jkbvy~!cnZ3w4ub{MJ!KkJY`D9T{zU<f8F=sE@
z)7fy<f|F#%|Cl`4m^ex70YCpK=Xh)oYfmf##v4=r#UNsR9#1B?7x(0+1PYAFd+GVl
z6W+1@0F|ezGoRa$=H1t4Ng<IaEZ6>H6*SGU9i7)6$;<e#0To(~>!(ZU{mL7s&#A~L
z0%GU(7vjGMha`m!7cQJ&G0Uh+f7Knbj-==i0}dQ*f&I}(1E7C>+m&MH@^W(S7viWI
zFFvmjbQsEiArRZKgkwU!b9ie;<139mi4&ubJxU)0)~Z7H8Td-dplt(}M#r(tyG+!c
zmpB!AqGmOcR&!?7YB=zW8o1}pEpvFxXd$c^5c#6m6|O09zEF0hN8@xv-9>J~<*19L
z(aMpZ^cB(6nhL@Gw7}4{EL6weqi!7a?#C+OOxY;zwL+zg!Sb*4*ZhVjAsJq*e2wUw
zK<Zf=s(}PcObG=~W!D_t43)^Kol?pi8kA}x&9~eBXc9i~Tc-WudT6Y$aC~EM>1zTk
zfw${Pi&C21cV6M&*+M&SMLsMU0uh(l`3MX!IX?e%hf24n;rVAcFopFLDMnB5F`9s_
zb!%zv{=HWAjV4X4rTtxb?L6`vsvrI;yj{u^eLTSGMD+gFs+g>Rcg4l_$ZigQlSw7#
zdg&UypW~b8Xpm#7tA9nOd%Bv`Rs7!ALj{%gqu98()QgFp*ZT@gq3sta?Wb9ElYZ*E
zbwP)2dX$*o(y6LSO0y3#6&)`(esjtp0|Dp62pq0rlAEJx@MGMMiw<KQavCl7X^~6z
z3z`|cE1wX6UPs$i1iUBfFV7xM+j4#Rr1TXIar3I3z393oKULTKcTOUdi-dM~G;HDr
zrPH#U<0Sq@vKL<)3)Tk@j+c4+8gv-xZpTkP;Ou8$4XsG?N2-?~Ub6Lu5hIO*hmE>{
zWfu1t(DfR?^&zCK)9;lM#e0evg~*km($w4c$@~E@2<-ZCejPodk0R|nRM&znbm)p5
zQ2J<>4v9+xY_<lk!aq^blKt5QAtRdB1t_y$q0-$hLB%W?^<y`9*p7$V*pg}WTu_mr
zqVwk>LJHdOM;tS|=NmNK?PxvP<>LVW60|SQ1rhLn4Fxu=oljde@Fo4lVvR4En=aE<
zU^5y0b?EK#dQgCOok!<ct5N|(;K;r^n;|C(K*Hv=?7%1*D%XmX;i)5(j!CM)uvu=D
z68aOtp?k&ezckR~v{W8Wd;gqa?dEu^P-(Mv0u{}pJDm9Zc;$Ty;Y$y9+TwFlz~?aH
z2RXFlKnU5Xk^^d>LPDe5TZxbr<w!A)1g;FDF6S+AEGBjLGeY?sk7=hbMibde0MJf)
zIFP~j0qrIz#FHAXo+TR_*X;>6pVvKDDXAo@C1<UdNWQ15Vpv|!WujxwM9=lNWf>AO
z5W9tVxY{N!w5r-@e}A!9&(v`_I=evEP61F-+L_9avLW7E@$osCnOjAPIo}F?y-Yv#
z-nb;I^M(l<7|(j9yT9mv^`2`$<g~2}F=T9_s%UrE8FX26VRq|$gEdIVF^-&0!2Z=V
z=+)QE9;4l^;N1W{asUC}PDnK?CYsBMC0fj1(dd^In~vo_4?3?eJT}c6R8Y})0KoON
z6kq#=jT{jzcHsNPe!3*_KAVnR3T;pH@3OIEjm)+L=v}RQSTmY@&p0Y|?);&x^1S`z
zxJWciO-J{<Fq2_*|I^^_B+FRGnaERoLvXBXJ5y_}Lfm!)>w)li7Gd5{P*8=8JK21P
z^IX0~i8F##8%ODhPP3R%pfm-G*O~qNg>hOYi8(oy(;y476&1Q@h3RZ4S6}QX^y}eA
zja6@+g5H>P&bR=`UZ^NLZO2d34xCC0<r4ZIooUGp%Zq1M_|(6Kd7DwblqnF0^?s&E
zRmRsn@mH$qf&iN#Xa24>-WOW*MQ{T<C#v;8Y^nYk>NbtpY`fKsh0B?l`}xSCAeH-X
z@^K%BjrDw`u+Ud&EDlFgACtNS&8MpP{*>RKJ?Q<Q(EoZa6CE<3<-+$EgGi7pa|s*p
z4l_<`mW+0Nc|2@S>-TsMzc)0QzIyZIr_=L#LyYn~HY!pg#js(tw|TYn#5D`9zu~ii
zN6))PLHFBYj2O^@tE5y0vRY+uSj2=}0hRDf{x}aa7<kRGC6pBvQ*vGX%mSbUO*|ze
z^wFu(zr!rI3`I)z<64(CiPB$5!T8B3LxBMM#UjzV?<<S>$1-qb5!h`$Lq4+=Yrkw3
zz~Ao}(seZzWu4T+b1~5R{f{bcWcI#q@NP)RsmGKI7pJsUoBIx4mTg0$<7GUa)!q@3
zeB(G!bG^>6lhm%RJ(6lWlMs3&&rCA6vt7_JY(aR{_LjtJ^g*wT4e_`}%Bb*+b)Qj9
zf!9C$9_$XK@Xk;AIV8`Avr~|YqO)mM5Sr#8wHw1ET8+^$AWZa&{?6JS0|2u4cS`t~
zs0-MhIzcHTFLf^>wc`rRrcknCaI^|)?shhc15+7e?11xpcv64%<^;TgA2Bx+o<m;|
zZTEy+$Yy@qQG?D{PBadW#m#2fk~7ck(_tAOYU<<U<l^E8fbo8R0^-w^C5zb2-9=4b
z1T)>!t#uYhc>09+DxfQOl@kQek9a^^ekB^9sGGmSm~_YB%4Rd_q1@mBm~Ux#QO#uf
z=gsXV{xx{GJtP8L>S(tcOKC}N?v8M2CsxS{J=~sh-0w3ml&C-L0zGfrui9i~AFodr
zoJSFS-?0eJ+N})VF}ax<n&;UH5-K9!g*<BtY7CP!A7?w#6==EbUOU%jWfk>ZOy9PN
zql)g%o%sE8)4;cBf%bGey~h-m8}gW#t)66Wy&SDCNY_T<d+j()nOROnkEt>UzS@sz
z7|;LkPBHYeWHPJ?IB#^37h2u=Ba*^F#n$q8QECz>*mJl1R3Pen4E~%G*(|m6decy#
z@$y>q`XH7rMf)>W>|-&B$-bE48b30gFve|Z<Y4VbsyxkD5;7x7(wzJyF18Z5k{#6*
z+KQs<-9LZ4DFts)+7bq9&xs@#p$hypl?wuBm2#N|X~(@o)%oi+(gH4*h-2Aty!PE_
zLy3z~(<XP=5jp~e7L>frq6SJ(hz+gLcD#}+`>z5|uOxqCnVS^2WR@9OS^3Q*{rFz{
zkxm?rzCb-0l1#W(dN@P&(Br!5BmOegGJCKQm~@yO$7RIdF`n1vkmcLXBj7Ff<f_AO
zxksy#G>bXwW?+HK>r(+{?RSP-Aq9n9D85#&!+I@%{kX4x0j`fKf0;6k-7Vrf1UtfY
z>-F{jbb}F-psoIJ<WLbl00wn6<g!v;T>M=q-De~6^<|dEN;QARYVl=e$j0*Xydnro
z?L?2=>JKAvetf5S^XJ?)4_7(DByc$xNyBO;jRsQWyw^Ge*nHNFA;U>E+o`V)_iHDf
z#ywmb8YZeO)>AYMyf>jTFBg%4RKg@_(puNQ$KbHDb>^J#BV=Wui43DtAF7C79fxvg
zUKsQ84x-cSh1ywiCFMJw?)Td5`Z6%+wA&0sd*Io49DAe?;c>@HKs`>5<kWI`aZ$9)
zWUN@{`ROtkpR*PMvFr2uKySpx(v|vswpZ$!%@q1oRQkj6bN5%<E@XTfpI|fi%o^AZ
znioeZ+HYnpDmv;ODH0_h_fns;T2AhiG5H_^-^-kp!;H*m2as&9q2?FiS;yV|?=hZ7
zK^dNB;3d;)VcANx-4-kI!BmU;**b4OF4GNhKi*`6O*De3^-Jz%V1Sbpu2&inCI^0%
zZ-J6Vd!l=B><uCu4qH(yh>~0z=j;C*tn|5*q|CEf^DSdLWNK6V6kBKn5EKQ9Ht&Gt
zsygO2M=bC$WFI*P>|`!gSAXEh?#|z%{(vTrGxJc+V5Vj)dRz{O>SeGO!?luPXkN)j
z9^taLiI8?4uwJtYmjeg(>S_KEEgwZ9KCv#)t#ADRC0R>Gv#s8xcfi3|%coqw^EJb#
zavxzb-}zMAZ8oXDH&lN<?j3XdPto8%$ekh-uxDO2wLAp)KAsGF%jqdT=!pBRKgS(U
zsKG=@@NmTGn$zB9&Hgw+8HkO{)smN@_z90dwHMPMhWkvPy2c`hA_Cmp_$<o@JOPgA
z^{$*e!IraotB6jl2352%=2ZJa1qp34DrgX)zuu_9m>`?^4~1;CxPc=K+z=MBT^#3E
zky3R@{74va_-BZ2&N5htq{JzlN{Z?B;k;_4yhb{W`3n3zJKVcWc`*vY;Zkwxop1-$
z&8k`**ePLJ`ZTbAiHNu8n=-L=zYICW>(W)*wi2dlEAlQ@{C8UVl{CFTNR%Ud<F_C<
zPA2p4w5eNRoWQ->p9r1QSzoulIjUqHiP_rK<yptf!AkE0gzbr%VWdQ*{8}rGbu+x8
z*_5o0Xmx=SzVSUD3XDlj?_!78fe{;n`DpI=rYv6Uc3E!rZCLo0>T2c_v%W=%_yXiq
zBRXY3$5(rlp~Im8RN{Q=)RkQt6Q{>KH9z5&+#x#wY_19ZRs&VHq?M?Xh?t>@s_C`Q
zX0jv}+H<}wdfFf7bfMPw<x`}Wh?tKF%^FZwE`ssB4-QPU%hc*wQ~pNcvYgHTH5lXB
zYpmZo8BNh~08u2`GBp*I2CMn;7Xy*g*M+g~$4d<@ESFrTmTBIzN*=|<xg^)iQ**ix
zi%u!{u4jE54)LXHm3i&$MWFgiEDD$C-hF4LKvp}!8fFAyrrZ3WGPJbzIF!mE>0B_J
zqQYdOJwhBk(sGkbcYQDgAHHqBLFauP4FY}b_m|zmB^b2o*8>KZuX`P1y!W}Gs=3As
z&7NPJ`_p7z58_3cl5Tw<XJ@U;%T}JcBLZDkpO51Bczr-mJL~rj5B~b|tv%d<ZdP0}
zME5v&Ad2rMONl<5p>z3oNTAy6cnrGPt%c7sDYgBfl??Y&M#A8r1Z}JC;yD3Ft;rY=
z-KOky=vd~hbeVMAJq{p4h(uszhEZ$OOAARSGM)gb_)rU!T$b;zBH4II0KdORao?sQ
zM&dbqQ&ao<E6-xh)nEtDg;z<T=B6ZJ?XEwCmVmjCEq({*O@3>fwp#R_;~5JZ81s2(
znv&)z_UXWH^H9og-0WR@+09m@Ol0vmAF7~M5T2c}Za=;u6W%UR@!GA)NOJE4dj<`u
zACL8@*@BMK_#*N9SC5s`lODXfVQA4v-0f4a93`hEo9Ce|fc*v}nf7aoB=5zB;N#7)
zww9LnU2aT9i|%5X&%+-Opk}jKJwIGqw%{RuFXFvM=bJN4n(UUQuRUau=4rh4y`3N!
z-e4#ztnKrBOb;g-g=KrhU@(&bdQr(CtyQ*4&~lyX_yNSCz@+TBj^!6u1B1&hgJ8|8
zJcY9g!Jw<hbHp*!7!HS3%~n@*<M*yErkR|~C`!QM4*a}zF5~s+h#50u!CHKUPGv4^
zxc+U3>u;C;V~7~&Ld{Mo8U<{utQBfCa&K}#NZ!vRCd|-*erXPU8Eg>(X4hrC9--}p
zJ?;LE{9f2^j@z!B>Sz{(xmN%cLv=-U<B_xaJakUMJPb@X4#Cf}IgTxZm1SylODC4B
ziaE$)hC}j;6U@ih_Or1SMtR!n7l=YU+N0d65urdhH}iAL>8uETQy3s4JFM>@L~#eM
z$SsSom$ZpG*a1b@@;7BlB&GQc9rNG%80+W<XDc*>`Q`9)RjTeiMx;2R;Kh!)kgin#
zbD_S_i!%At>g{gX1gv5anm@&XM}L-=xtQQ*45U}gw1xAf@c68Nu7?@%v!&=Uyk5?0
zg==k|4>usJHIy*d4T;|Ne8WZaT2f5w(?A3ORC@|rVTr`W89g4)_23?3C^;)Ayfszf
z?M?_M%bQuJDD0Zol8UxE<1%k)*gi%OsaqUdx#e!~bSpdcAp4G8@Z#8;3*oh<1M0!A
zD{P0uOsmmS1i}-be*6{C6MQ<C<6(3Npg9!|hCk+Wn9Y7X@v*xPTWoGVUTIN@z+>93
zRfv8XuYzhAZMB$daX?oJ&DLmuK`yGW`NMbqF76_&x_k7bNGgK}>2V+Cnx|2hJ#y1s
zb~HReea0ZGp;(8**!}q0>-p2`<47Boaw*^aw)peowd>(Ayie2dIfx9LdA(j#q?U(K
zm#C2eY^XKe`WjwZxvI*oA1~=zU!GtqGCU`9soLF?m6V1^<n2$r3bmB-df@Bwb4gY>
z9W4HlnxP$Z)a_SZR~tMo=MDa(zaF5La?rg357PHmE^qf<u1~RFA8sR74!j<nU%PI3
z-L{bzVU2D@19C(VxL;c-et(Umq>`GOE=>V#MXg)z$N8;GOj`B(xutS)I;QMvHE?ho
zpOvi)@^}#Ol!p$+<=*awmF9jNHqgM>GaglUoJjCdX%M$y5i$f(T@@WI--8skQ_#M)
z6ZFT>o}RHnjX5YF@H(W?;XCLJ1#Ny6<@iVfzNbk^>9(C{ozs~T_mSl06q^?rQ9Ln9
z6oUB8^QMEJtg5pcN@1kDWYo$f*i`HS!e&3m5*1xFmPQEyQXGQ3zdv6qat;FXcRh*q
zZ7IzavE|df4^m+wF3s<WvLDE%w>rN%o7Q})3S3YM`+@YZ?50hqZ@b<@*_?zj=2ZIJ
z(P>LZ31&o%aPCiITa~k8-NW&Lj$rzFpL-u@BB#=XyGu<hk=KiiTC_htO5TzP<}pmJ
ze>fQxa#y^iF4#kTQOjx(;u}5jgGSHkH^-MQ)k6%6zyAIBwrBGY>h;=cm7Ah`?FJj!
zacg(G1UBsl)nQ?`JdBt$+SfBf)|RH0_^h?Bn7lq0{7?udD=qFj#gR-Vw5?mC1+OpB
zduyH!*G?TxjiobJC+RKik3b8muTr?5+wdcKO~=vKxDP$}8lN+6+ieFaej{+&`nYW2
z9lXhe&}M9?f1(@j5fc&;;;1#+PjqhEUoV(`|Mh-sX<%h$&7e10*0E{P2Nfico}r+v
z&H0eorE~Z6*Qf0`thl&ZMaSb1arcTg4FMs8*<7ZA6NI4W=c}MVazO8ISkBz@_l9%u
z;S<9Cb&(7{9pILa-os^+IC`|CWNEd=WX7fAIaE=iqku#AwOyyh5`@@a*TcD7fC*Ms
z^v=Uz0C|O)dMEv*Q)Ypb@A;7bl;Z5Hs-~<ej$Wn2TlUQ}Ie>hN_mK78;oO=k#apvk
zrnyk`1kq>V+^VYkvWD4kv9G_iI=qL1;58Pl|E}}52^%ieyPJ_>SXrA>=?+At!2{&A
ztjs>W`#t)0i`Xg|wwt$@^M-UZj)&S5068=k=GKzbdDRA~RfnHdm<P%e7lAsGqazy5
z>29MlCaGRdOJm(iC2V10(fDxyd2Q`Q0KrPFo9GwedYckVWQ%DsZ(e?AqQ5(nHucw5
zn%tcZlrq*&BQ56bz7QTW)1?|!`p><eiAy;&1Vj`SW9zw>w%ekYRm!UGnrbVpmdcNp
z4ux}7#wd}^?9NwfLBvfhe3bWco+nPd(Kaq50-vYRs7B`%pGu|ua`Dh65<7A+$wjT&
zF|u_JqCm_IrI@XR^>{hme3i)@#4H13rem51f{<G0a!E{0xdgvXPi-R!Sx_Q=q8;^Z
zP#eW{Gh?sK6f&Eq7oc^Wrf5@3t=X(y5$H=sIouSlf`*imW5B1zPovT<QSiVfexV6M
zbACD+LPr^#BRx4r+7$aHIM+l=I7nN3G`--`=T{#|khaMkryYD{rknnp?>?~3$TG|a
z?a=z62`?-37@S*2=qmwBbH4G)GvX-6;}N18Cv*)R;MHxL6gkQBDse@nJ2#XV-^23-
z)biKby;K^kG4>KLF2_I`D}%u*dZzc)cF$?+V-nZP&DCEr=~{2%SCFhrr`G)E_W5^y
z+m`{`!Smo1=f~f-t6Z0;d$=ZX^V74|-VT3pkU2JOpGUIa0XzxL+S23e>J~`hrJ#|b
z)6jnWU2-yLcm;+22A@)!B;OEF`~EW$5}9-gy`$-CnTE^DQ^M<ju~Upv$?E+xJYvXz
zTSmIP`oqc7h685me1%Rl{Fi!7w`(o<$cL?3HjMJ8W2f8Df%`ovY~Cj=%oGJaZ$+fL
zk~z!P3t&rf$~AR1Xt@?=tl$Yx+}ZV%dFQ@wols$r64&u~EE6*DE||{Qq%*l3fK*|P
zhGTa#?Gf~~hs$d=ZgN0^_x;vmgE}%b6;;#2;8^Zd(O$aG^AoK1^R@!)Y-y2&sik(c
z<49Qp&&vXA#Y$a?-SGZ1UF&-9ig0o9p!Y@2<=~Kn@vx@rs)_gWK+dId*=nPO%9bA_
zRe8roS2$ghH;5z?i@@D&?#V1_8IE_Z>bx#u11><NpY9%b&16Ee*z9ET_4iVx-jE>T
zSkrp91tzs>x^w|8NSQ3_-x*0i|8mVr=0_J3*XO<N%Lui$MR8X5ee@bgH%?cb9qS!g
zq#d~#+^`_l!DTgy9k*U0M?&8bc71;7wifg2=IYBLA)^B08NXL>E6%l+jTSY*Wib|}
zTL(@Zy7)lJMAYj-aD@o$eE8mhLs?L&5&e%9A)*SA6@qD(?h-j2ojLO|ur*ySD8WUS
z(jOt;2xk2s#Xm2@$nXAwa?~AlDP29dB%d9d9O()6e+D+-!hX~0gr8%s#mAT7ty@o+
zdva))xwfXH8ftf5I4DSSN1HtZTG%`TlYQE+Z$3Rufz;c_Q=4=U45*W+C{lYoK7G!s
zcV@!i*t*K0>o~f)xQI`8^ND>qTw}6sJkJtI6nZNbN_<Z*1yM=df1Ev$2?9KkfFw1a
zc%hg45CzhF5xbR-N)QF!l^Q|B5x1K_HuE{FavM|NT1CH{DE?K_Wx>s%NlbR_&yn4i
zXP=r3x0{)U)z$I&d2UCs*BD|bkbQ$Ia%iQs9a^C6b~WKv0zw_NW}=`P6^ze#6>%V%
za_ISod<8ULKKN;D2D{zxhYgl%aynXC45qTDh<F}n*ab4HWouw}gxmf|zlL${2rXfG
zp`AdFs4+o=*ge#~<UM2R(e#3OeS(x&)w&5I`-#KG@mS?clcS?u7gyTNWW+{OK{@um
zGTkJi?i#M3lwRE6PgqICFdJtJwMqrHp1?j>WXD`JhYsW`nL#FZUZvutP$()jroIcw
z?wP-LM<1!=B6sY<_ZCTS>$q{0>Q1tbJTHXH?>dQ|y2ESj3R|!TdE{aDggiq`i_;wn
z2cytk*mO3brC1oO$)!7_@Dkai6L6&9g%K^su2VjZ)y-8Zo#qcuQ>hy^+=Wc4kTMId
z@olidQ_A7()}9CCYekOyY93F9;}l|80+W$=XT5*>9NOoIj)RKj-a`Rzg!q>(xU>o<
zo-@N+THq@wYf@o1inhF7sJ$6Rl~7FIUAZySHx~2XX6&;z69`f<eu54J)MAtZbEluf
zlSLw&?vMm_^SR52XP)(tH#Z+T5Oxm-e>D0%>r2ubmr6<-hws34V<hkjm<4UknB}sM
z<%Dbl1jR#g`s_Eq$N7>m2+diSse!2{dSQe|<+Og;X7r$j(hBoVHDAug8VT*29^atH
z%#5c5vk1`JzAx1NsHK{KRKRvIn{4+lWq;#YB$#ybk4)WO_@n<M5#BvRd+~0Z4c>pG
zudw9UzO(_WyMPYai`Nl92?3d+m(7o7%#{3H_{mn3Gdfu2WvU;mX~z^lWzU$yv;xwc
zh0>K#vWJTV!AqJuIqS$U%oXHL4(*$2kLI{NWudpC*He`vfw<-*8qC>uHDikV_v7}{
zF%RWT7BMxHGQ7Bb(qyab2!VJ=ZL>Sni^%iStx<OkA*A^BtC{IjP8$AGXlenml))__
zyxQzFf3=8@er!x&>y^U#{_Ew>fkr~ob(dQ1$a$pye<w@xSBpp^Vi)#%w&UxL_&(eR
z_?VCtcWxQ+$}^S*D*Xad#<G3(B#G!?cj>h``<7BHhC?Qf5O;!uw%lH5HUi%^Lqc7;
zB8}`gU8Ls4yf0`!5wd?FQORveI$}g3v(2<&I@$8W>8Oom^~3V}6m$cPbL8WQOkjRY
ztf3z&-r1Vsryj~iT2yK{YD=Aj_sM_aM5=3nbd98(A!r`p3}>&fK*HdxTVo}BsAAm?
zAew8GBo#6WdMwQA=Mn&vR9J*JRh0bRP#5cV324VeM@yVrxWI~U3QSFCy&d{zRR2k=
zyiuB8n&j~Z;Q#vbs>T8JeV%iZ%*vbCgOESx=6eY#Au%HTYs-Z{e*&-M6pZsV+5PN=
z^s<eMq1L#J=idB<r{<i3pmj~LC$)`;oFlYq^eC$3@S}I6ItjYOH*oA!iuRLE@@a~}
zFLY3=t`fYcBF#bclP0rlY0UydDDE{9pL@CKGV>|K6h4^Ve~;ks<$Sc0ZsVjOH|RQ4
z4qw;A{xIGow*Tv17kS@s-b^j7L~Qk<&6T}b>+!e?@9$<q1EQB~1wJjFLzUylM`=t{
z&^$tRvVg)G;<TE?NB<euyZH2%^fSTq>E*vdlz8aM)c~RGCkx2fTE@zclR|+7YBUe_
zMmSDASK3+7LY{G*=SQL{G-O0#xHE`wbko5Z@?DlyKGeS9BQN|*G~u$c=%HC8)770=
z9U^J?VvRaZ`QIuNx+&{M2tvXH4TN^Su>hyFH;Zm3q{o=YV1-&9Als!UjD6LnA##@I
z@{mMo@6}c}Vn_p|`)e}srZ1v)4t*)KGKuY5v=%(+e9p6)we_WHhOLAB`}W7BbGW#h
zV-JIV2e1gpbhlv$seJKN|CC1?)4>||Uzc-}ZDb|vyG00!C%sKJNut+)+SjVe@b~->
z4U@o@U5K@7Op%JvN`iumc?`R{VvI3qCUTt~27jcfc#?!{R4h3;<!7KCfe8Mzm)f$L
z7AI+$MK^($Ee12kJY+d3J3JW;fX$%;>jTDUJ9&)|H-^rmpTyvIu%SWA!mSfyz?LHA
zp`5Q+D~HKP#ZLW@a1(ygOmmcGG`~81B;yeNGB1}6W{#dS&I&qY`q0QMUpOsuld?f)
z@&}~bk&hR>zmzbL)|3v>t9&$BGBK&r*;?6>N%&bPQ5FPt&1)7B=4FWVT+@_mt^ZxK
zwviwM>=&$3j@E~N)yKCIMbboK5NS(5h8|im%`iG+IRwr=uXZ3?Te#R6x3~MrfT_eF
zTf&S3jp5Re-%&O@+%%jT5w42b+V&IHIg4MN+L&g?OcmP}_1-39%O^DQ#{Ke95_PwY
zi+bh$#%X5oEO$8^h+laTiVdrlgUUcSy+G-|*l~vZusOYgSVow_l#9{`pI8wlYi*`C
zd+x*^;VJV-=;b98xRioA=N_nU>wZ}K0b5mr5dWyMirV9*`8gX2?!*EW;G!cMuEAF&
zcgli7hVjqOqR{$(jQ2VW32q80u1d}tx#?k=6vev?KzyP4t8;Gh`QzG+Hnn#INSXKr
zJ_p_Mq5O@bQJBBInx7xHU=jrv5nB@9vuf{)0ka(08H^&9PCZ*HxtFm*zFZC?lAOJe
z#gdKH17RBbn>M<Ys>M<6n0K?p0Yn^@hM5c-1m13JlM1dN3#o{(QW?sU+Q&(4Fm=YC
z7C_mO%;Gxo*^4Mi&2PG^wG_FvSS!9i8NXwDVRaKKQn=#7%GdGV=_q_SdQ?Y@$a41@
z8~6Mq_j@oCe&(ZPLu!yYKwT`ffMJKzvsFy4xfJ5kd4!78>#n_>Qx}V^>yF}J)}5)d
zAe?D{Ud+%-)}QK3S?$N8iv0wJ<AW~jS$b`Zi|XCePAUF-i`Bft)5Cn<_@E@-Kc9Gl
z2Fv?STK|0^+uhiDm_NgayX9_v6#5F$Ng1hO=hZpo&YeZk>W4+)JiP!<jp`g6LnV50
z?7e{Oaaqg_l6hBG@i<HSn~AeTdj7Fl5W|6lqmFu^J73}wKQ}{o$w*GuejC$IJ7Am=
zg5{;ot_^I&l&n;)IgiYgQgYXwD6a%d4I~7`Pz>_f4G^|W23!TZu)1L!O_UxZ4baTe
z1IghNWN<`ctM_|DrZ7Tts0L}X>xvjw5sTzP@b-5sG^ru6f(3N7+2`etwM(KAAgiQZ
zbeNUlacQ8OO162S|76?A`SZ<QF4{dICvN+VPm`XY$JR7MZvWGuHzGjg;9V!p4tlE-
z;<W9Tki2GW|1>-)iEP=x>}zU^T@eZB!z5Dh7~zqfL*tMd^<=P|BA|9z!(g8DGf#tU
zpoE&;^qhuGevLb6{p%B7N$inGPEl847p4DPL4`EK)?of5=WuDRgkxAy<6kqgh^P~b
z&o{6pT}&;^-#R|W!ZrHVS)eCkmh|p;lg9rAGJRp$SFHm@YG(68rv0zAY7W%rj(%13
z@|U&u77-oFJLj(V#w8Ky4PD=b7V|I28EMjKH?@1pPUh9&V;lra8m*(Pt16^=*ckvV
zsEG+4xnDb5n-`zr6fiDm^*Jz{`np0df3H(--Jg5DEVgB|8S?l4+xaZs@R%l+SN4Ce
zl9=A2^N{~`hN@xcwB|G<Nj*b3g`e@^okB2HHiMw_nedRdiqCC}#qqKNEL-hrtLjVH
zAug{FX>Jsro@Guj1`4O47Rr8(LcaxaU~{h%MhOv(hyTyYQ5_ZxKKi+6soFT04b7BK
zW^zo8vqqV}QcIQ~*q>^1LS|#KTTz9xjxm${M9{X@+=0F8h@O@~KmxR*rm_`Xy79b4
zdqg^M$*`VU8Mk5zI%ec9g0*_2L4;*rH~v_B$ekzv1{;4~=In9rlKT3WMPoRE$l1_`
z-OtYMf76gL01BsY`ibRcj@#P*VmHmV>ahK58GD2G<9{!i-D<`<1v~tv>ZNLMk+D$n
zt7Ko#2u1M3q?5Bx%Ge~GfwF##hCe05Dj0Eg@mOXSejR3%Shu-Nn_3mt>*TRkP)cG0
zqd!~|6B3;B)IgX1EI~M@e;^cMyc}7{>?QO=*OBQj^vC>=#Y9LDX5=W5tNh3mwH^x~
zM5Opu>&L!k-Kh-#Vfh`#{MbZqGb2KvcvrL}`j5(waQB*w1<)i~={v279#x7-ug}w)
z#XF{yg$A78aQuVJPq3WU{jmZ^zonFqrzC=Hi*hL7`BOG^LQo_v79_YdPL+28EAsQ?
zn|-)_<<vtUGOQ&cIF-T<huwMqsTFSvLiY_l{HIh1%$Q<!{x`HFB|+^ioJ=oYEkAtf
zn)yIZ0IpG;Uz)W?jmP}WC?vVoO1_C=12)6syV045X?UFso|nYoND%c$c1VFKF$(Y{
zl3u23MWPS^2jig5DT$$2MBnhZCUmqa*DZ>)FAsm!dUa{R3Z|B+qHg5#dMT<^Dw&7p
zCz~~^IFcx4$c-x#Gnz=Eq$_t!iSuHY>~L!oC1sZ^^D}Yhze<dKG1|r;OD<`L+!$!U
zZC^0ppt-vO?{_=j0Mrdsj#RET$*y6cA_q}~Rr;(`H=^(A4>A$E+RjTGt@?LlZh)kw
z05k@)AyAvJ&r;3*9~(ox)Cuh0A}Ws}sEBGxiiH!*Dc~MNw7=Q;OYV^5(Y&jml~aW@
z0^e}{w>8(DB&A?<laDe*8|#`Cv%{UQJDn1blE5f4931g6dQu=7ULt0!uC%NSddW{|
zTbOc9Vf}q{p35Uqb}U)+q(PleMV|Z<?25vhP8{K3VzDd=p3IUThapqQAz2eK3}&9z
zTG(4wes$U1#e?OQnQCn+NlFBNSH75yDgM#G4<@0A#>^>PGtP<r2S6Rw$?9$1pq<
zWQ%7LC$2{Pai;1b?wL?Zb3^sNfd@%><A6uz|K2L-ziWMy=$19Zrmknp=lta5Z=c<x
zONksL`~X(+jJ_H)o5JO=s9#p?LlDPUep)=6QZa*<$r!;6^o)~Vshyuk&^vbD!-zvl
z#24ew^x?@RB87<nB+1@J%TM*j{0RW6gbPb&QGEut8roeB|CClp&1;o^(pgsd0iu#!
z#E3VQVuij&PHknB9D;%pF<Gpus`yq>P8sujvK+tW5Bp4A<7n(<t8NhcqZ2EH*CHoQ
z!B)<X0|Q)peNDR}cDf!-eSnv^`VA1LHrt3R9&1;;^AZ3p7;*lmN)hS^$8VogviDq3
z;a^;gtex}7nd<mom%m98?T>$f<^S!kx^766Te!%dzh_CK0o_Q#@Ta`}i<M448TrC<
zMQ}<&6?J$(h#YX@0M%^}4p&u-<`<_W^9&{bG_012St(;vGXy9xt*cU3iAd$4Qg(4G
zTosX60Z_WsWb5TkPXkPd!XjcnIL@bE2LBXJ3&GIeEfT6@d+?<osKz}ag|O$U5!+@Y
z5)9@4h{H;^<4Qcqfb;hzcqTGu^=h#UDJl<nq(Oc9bZ4c&wXY~4P{N-EzzdBtvx7=?
zQBwepnFB$v3^Tm~p>?RKJA~?sIiC&-T>22<w2aIfBWq@&*!>Sc8vP$2>K!xurx5(p
zK~vu_)H%28mu&LsabCA|7IO|c4nZ<(XsrFbAt#Ah=wS_fO9h{`q#5m;9V3yR;%q5O
zf5Z!-ys^?TAbqPVvxG;eE8&%d+ejH3P4UE2ot}hrP#DW}3nfQMd~K-Icww#%*4oVH
z<QV<Z#fYRy=yS=GWJLi(j8L4cQDY_u*GP;X!cYaAB(PoHOtu){Opq<pfDtDr4_rZ&
zG$NZUibct6M|vO5&DO-*LV+g^gME$}?Xv-ebo@LFsXB131*Q|Rg-S(U@<u!zyg}!1
zioz1<aCB$U2=ae`^Bovw<$u(Qe?fyL;Qvsm+}^oWj{Wl-Aq-z5IXwJA^9iiEpChIX
z0Du{>yVc+v?1Z;smOPN3H|N`BO)PVL8dx3!$h1rizcP2Go$g0TUNyoRR4p=-<=Wzg
z#i)Wi5)Ox^|4yD?DAou0an}i_I8<!bQndzyOGv6&Y}%BW+B^u3^28d!kotbeWZYj$
zNl)%7FtZz4OIk5RtqhY&q=_n;RMF-|g4}`5wW<>`Fo*dxZSz=orFt{KB&4=a{l(!!
zqv{j0ghA~67fl_)Nx2tWBIsC@Y@E7)4J8wlX;lVkT$p}BQlFG&&rld_co3Ez;Qjb6
z4m6P%iZt51^C(ba<Dc3021BkBOaDJ4(p940h-s5CPbWS8T=l#4bOqKlcvcj%RUyNc
zDm=wRGEHll_vB-~ra}>0U%s-GN6<KPgyOJX$i3M@#TFZ0{ZtvXP&7?A^mqi~(N>ah
zQw59&jIgI`cxJH_e+-H&G!;QLbI4&ed4qz0gy`}Lc@+E9j$zP-&$YJQ^H)d;vzq=&
zHhK4DVCBqylyXSys1v;3>I`fpqLQPjD7EQQ8koQ0-f?l>Ko?{PO24cUI2(ft+Cpi&
zimO?pC<m1<>Ru8=-SkoxBZ*!lJ<1yF^#<S7Kx;vUTNx-KVEL8Je!J5k8r$Q9qaU)&
z({}u)&27!DjSH{SmK370V(hBj5*rkPDLU`UrI6v}E*?RKcU+AUC}cdY^Ss$T3-Ord
zQZL145e+FRAwS0ROm&!XXC4b`Gx*FbM(xkfOMAmw&0I#SPswhV7Wi(Kt95gpZ;1yh
zOr5Ii8<_@f06?eZh<S@*-r79AjH;CI&2jmq`HP-d@#(&vY<E~o9c05V<Q3q%ZTl7}
z()+wrudSVpPv%+poR@UyJRZ{3$+4!4XkAZnF(n;s|22@|yC%0t*KR8|;k{j*hTjEc
zoH8DtY~pEjTn2~)r!(SdG{^uTU)SY2Zg0;?=pR8{awY%RW#zIp<mm}GhRbWFD7h(4
zCXL0bzaFS_cU-y<uH$XA0J39l6`$xDc-kEglC4)L+i%lk>Z>q)ZrM)G>fKHxB@<|L
zRJ66-cdz~eWoVeX<%ppk+`IuYRd67Rp3r%F^UyJStoF2<tVxRt^6gFvbYVfc4_rR)
z#t>@lR(F~Hi`|rxSNDEYfPJ4&#!^ee7CbP$@v^)?*zn;%R7L4P)td&f8zkaxYmmJ|
zy3NVySdNE6e*|og4=+VF87F{h_Yo0`uHD^XCBA13T1@E_R=dUN&w<BnpqU1x(BZ*f
zJ4T-?9~3}ofn=61!iL)+zW2&0D51-~@Nv!{!~C1ev@CMofZ%8HFs8UFJ&D?NCa6DN
zl(VK-z_vTyW?~%sBIbcr0DJTJQ=l)++%~}}vmby6W&@y*3C;DnQ<7;kov4eMAHHrK
z^|AlB5E0BqX?X={L`(^WGaLh{1GRRfSWT{m7l{s*k2a1KJ+FBFi}XxkjpX@^EEuOa
z_gotPHng!tiyKygRcdGJq6PDxtb;E(C26M^jP;$3?A=YlO$o+$xtyQZkb`0xmh{~h
zr_Vt-Xv_&w%+QWn<Fb&egQ*_MtLH5O0`JFTcrSOC#|)cvvwPMoNKItslIBCu%iIp2
z*t$7flS+%(8JY{!Q&dx{U-PD1Zq9+=`TTyoW>Wj4eQ#lB$ii!lOK;Hi>9C}N_O+ic
z13l*X_Vh7s$Xc_;S;5TA9Tc7+%V6HPQiu+tfL=Tsoh8fgRubZU7U#i>y<H7Q__FA;
zTPl3J^169}UgzYr)Z$Ws#brETR)Bw>Wq@d%WBle^f;0?SmgW?YNPo8bi{%TOwa0lM
zn~qwgrVz+l+Uf~9E~sW<G4g&1Z+SZu5N`>XoS$!9pFxM!);b5dsoqaLGS`PoD@`pv
zPg@I?tZZhRArnyWe>!M2l&St-Q2-2Ds``I&+X9K8^y}fvZTm{fTLQ0DMyAiQ;pv{w
zVs18cAd|oC%@3+FK-`~ecnm{7)JbmGuJG~L-BF3xIlEt5y`H0TzbQ30(BX1nU48Ae
zM83Zwi*7KUe@5OYjDZ;Avl+}4&l!}MVqrNn9?|v$g?M;x?w$g}m0zywsRoBSC;Z+-
zbaBS^)8lI&5A!7=D8!~SKh!ahmkBzRK?0~TrfI$#nzLH0ZF5Rzv0#09J_W^qYR!J1
zG(Lw#`y7RUPH2FV0C?{E<6}N2y&bC$k^B%IHY?4C4X++POV74z&rFAhDM6rc#{Is3
zDK-#TA3gwzH8)?!SG>iCR@;iHsD}PT6L=qx7OY<MSKI=X+Ki=EM%Z5a)mcd^aj*rs
zPz9Ybl|vz}b_AY7syvTR%~+hq)|1@^=cvZq(b<9|gwaDYeNr)GPiQ00FM6m*vWto_
zmkt)INa^WPF_|7r15Qj6e=#T|*LnPg>7fGXwKXNU|J*iI^3-jU38&DKfV2n%5PrRg
zwFir(!(y11Oc6~8vdH>KJsZ2H`Gb+XP)N&;JhIC|R;`5}xt3O85FrBcIF@AL``k2X
zD9gU|pUN3&%YJ=7h$R=Xc-i~xvXymJdfKWRqMoVP+bU;nU*@IFlTQZy2w%9IRfl$|
zVB??n`+c+;O?TMZ?}Pc4uj<0WCgWEdpX)_?=y90~Z*MystkukPuR`|-=yP9P+Mh!~
z7S|N23{4`h*TvoEoEdF(ck17NpD%UB!UqcYu93aq+Y5GD_iSD-frmCy$@Ja+hen`N
z6%}{83u}*ER<EtMfeO+bPni(cDN6t1kMxGQ*FLj7(3uvSm!3J0%?K*cw-p{brsBhf
z)nmM%n6BpmECEeT+i$cOP`HZw3FPTtfLzNP#d}nl(X~c9jZ^IvX<obNHLcvKt_@UC
zVE?wqcaE1z&{Bo&*$*Yt>FT(6kJmt8v1i_r@o@+X;k)WOOAankt(lpcqQv<3n{(C9
z)`sZBR}`)&1ht%aiwKSK-1eAxW}&2186Y6VBq!J1k^QqtkFFuRXDtHYBS%2L8|gju
zxOR8GZy^JRufNe_w79+q^<Hw{)sN|dJWxQjLomY8RQC}kW`(MphPJZ(E_S~vlOf~6
zHONexudF*x$K@`J4zXNPj`rDnKYB?mo#MUod8)kyw6i@1$J;#eLWJa|$H%DwE6qx^
zmgQ;+b0T##KF6y$lMi#CCsh}c<~iO60%0tI-Vz7*p*pE{Cu2+A80G5EQ6X2A$ARxr
z@+vI$%7&2A`Ae?hWFrgV-0bYy9b|S_+qL*HbPO8p8Id|0S~X%op&oJ!=&%wf?6>v!
z;^VbR>_NHOp%V?-8p4KuO8cyij5fNJ0F3TeFLwp8Aq9q#yoLURA1U31d;yX(zMJ3Y
zz^P#-<=ba5C=VH@e`N{L$ipx@7NfN3<mo82TkFG?lss(!Y~39;r$aWg7UUI4t$FZ|
zJ_&Yn_6FlG{>q}1FA^bAE>p>;I+q$^4ri@e$l4PkW2yj|28GCh<Si!v(s2WGB?wFo
zS+r!v%a08D_vSOEa4M`!h(Jo>aDv2Q6j}_t9WEaou7-0BqM4vUYoxj&4#m#o&Vf0n
zu#f5Y_J|N%qUsCyiTW$#<6YkVPtTZK>ECN|C4~$x<e+A!OWR(3F~@iv?Dva$5QVq-
zqFYG-q69pw5v||sNzG30qH!NU(Mp^9%N&I$zK`u2AS46=H1~9Lm)v9K-xl?&cy{jW
zAfT?Sb9@PS%r?_*xn26T#!@{u?~1MCPmu|HHg`bp_paS%l6e{S6FC_Oep;qF{b2y*
zw2g)=eC)4Rk|JK}+;3N8#?l^*L4inNork-V-k}b6b&xY#ci8Z>neb|9I{iBdlqh+*
zP<cfHWufrA2D;Q`YrLO#3o^6`0T~a|vGreWnqc#94wt-og3450j!qjB{>d1;k^%NI
z*o^LMB`sk%-$elN*gkboilF_m%)uLU|7gDR!3X#yK9?@h{wTa(Lp$c?voBj2W5daH
zvO?`oJ5!$!Pg+{uvMg)&84m4_{vEvM(|*D><?UyFW}v_;pKb@fP22Nm>;2HH{Ud5*
z<jC{m?bBdh!N$qUOSB27uJCyag|FAZ7gG*-U-Za4-!@pMF*r=PW!zsUwA)^EK_MQj
zl)ObgKqnARULGCvu%fUS*26RS7Sxwhc(&L$p8b&XFSEQm&Cg~E-7kOGD6G(#Us(iy
z&$Zfwac2Q0esuX$BIk1TIg?2{vX~wRfU*uXp~fVG;rU!ck5z3vj#xPsjq@$PZphQW
z)**ow{GrOUplS_?uTVv&nrwHbus|D1soT#7GFK5taD@uYzn8g{T8ZvNo?$gV+3oD|
ztlXVN{aZwMYX*EuN>KgkQJjDD-^ua6z@?iA1nb}8w-ZixyNx6J7F{>eOP(w+Y=v&C
z2hCy$4nk8aWx>n8W!fHwbY3myXuTXkVZ;Ql>tO{Mo@OJapSKkYkQMFM;X2O_Gv<;3
z`Kb93j~P^>2NP}b!?%}Q&eIuAH!?Ul$>sMm3C<eETP-`YhzZHbPHQhO$Doz5u06``
zb+MC>rmbDR#@(R!?rD-FkOb(-e^24G-VE44<bE0i#Q^KASMq~`^1Ywkaox7}FUK-w
zD{K%gK*z>{RzL{<)$Mc`)0kSb=^{<*IuaCFh{AK|1O-Poi3xb8)wkOpjaiwQ@oc|!
zfSAIU8oeA5_@{oYHTTV=IRY=o)#8~iY*vdCIifpR!EiipNBK@UZ$Ppm&M5SV)F|{N
zHAs{{giA%HyvRUqKa!afZcY`CblLbhB%YL%Ip%bTot1`F?(HsA$3g5_5mDUBp`ML)
z(_(a_?#Z9^Q(E@LcRc~KTN``^C5`B~YcF1%47!>&K@$}b16~s1`stgDfNLRCI>WL9
z(u)cU^-*@;B9?I|aF$?*WcFi5T0HkIe68G?ezv<-=nW1elRSDNTX$zGE%omAQ7AnM
z&4!)k{wHf=_(EiwnF<R>e9xo2A;&QHiw!gT!`iM-sO1Pwp~7btO2cb0jjeV4A*EKn
zG|`&a7yb7Jc+F_7p2CWX=8|b=g4`x>PKf1=LZ!%?UW8FwC5M<%4(b5c@cNK2*pSAu
ztanx<*Yl5W8JdWEa`-R7eE+6_U*Tg55__nZ{HDVrc7Y20@j@H`nD3hVNC^NG-%o!v
z!x3~@zVs2ogbQILXs7vx(1=KgC@8e^V$9GZntw||1f6kn@WP@Q6IQQ*z_-lqMF0y^
zsbc#+V>%6uGhxN$IH*h<<kTn}erUf$q*y_b5z3gkMX!{j#}wwFC7}89_Z?yUxl~oe
zT&avgqQg-i3NH3GQ;b>9ZdRW<4sS5y4qQw{__{ETU|Fc0k<?$5{X8X@K`ZcZ<ARmq
z3Ece}%T0tDzgC)kB(zzxGW*ovM2vZtA6Gd&fA7&Tq}m^n36-HZwJ+7JA4hSP(>+hX
z{=6$O2_L;h8&A8`*xtWl;UDe|rj(QRZ`uH~eBJ=^8CN$g;f{DA;QS9#;4WQYHCAy`
zdY772OQ5!oI^D-&xfCI(86-jf+>2hd7G-c@q!Dv2j{Qk!W^Z*C^S_yhYfRCQR*G_f
zk~+P8Y8=kZ1b0&Paja`#7L(GK7^Y`1U9}{L^F$c$AQ5XRY|&2zkL1Z2{JpvqOwkAi
z2nFM@w69;(7E3XN=Ug3qlfY^E$*U!jEV1EqgY$=lCtNU%=EGdgO&kiO5z9V|`WbZ$
z($W0E{kGP-PAM`|_$xG99+QszvOF%b)0Gu0Kn@0;dP)M$<~-d|(SoaH^c=#4!-Q0t
zs2tOT8T6eM3zD)di;(Yb=YPE2cRTOD%a(5rmq1(;Qz|D8oVx5D!kmZP-zh_P#a-Eo
z5I=y5=P3B*AfOnfbPB-C!nX3_8?}A`zDceqgZ@DT%cWmRcuf*LtiHOSe98+$UlS-%
z7FPY&GKbi|?`)Raj{HuDBb)L5yICl8(7duol^Fa4rNZaj9;~XUk(^6=b^XZODRM@f
z=!q=34eZ1m#xtj$RG2Y#={^{O@(Neq(;4ky30b0u9%4sr{qn{Zte@Oa*%nOM_Ftih
z5>UUXJ7;=WNgw>=7r_1TePxmeropc8Qw966<1t**@cWX${{M+{o6eA+sLek*rIbXk
z0uXDu`$vU*MA*y&iG*S@k!K0YP^{mK><2FEWi!kCZ~eX$#iWe_)@o`auX}z7^`RS9
zk<Wfx$#v3o%w?}9iX02J$Lvw{159gF-{>a?rhfg#dVn5>DbfojlJRn&yQ?PdB}tfv
zku&zyWe+Zp7Y6p74e-WJTmTeRGoJ?0o#!zwreps<#@;fhuC3eJ4Fq=x4ha?l3wL*S
zcMBTa-GaM?1PSi$?oM!bf)m``g4{{Sd(PhH-0yz3ieHN=ikfT8KE~*+^`|v<2S*iU
z)39y8sf{XZ|72$=$6*P;3WQ@lUu~~lgd38Hw5MK8P*{E2Z(%ktN!%esh59Lxi@=B{
zwxn*X3mGs(a8xf>|0rR(o&YWV^`Qj5=vF(=E8wpy=XnnJE4;D)e`N2(nC?m`MIt@N
z$C#CTh4<SNCd@u&O7hFnc@`@$?)3gr4ex&Mr}#I1g=-s`6FH^G>^6W57CU84*+W4A
z`^ogVr$b*?2W*nL1R4sI!YD!EW}+@<*Mu-vE9~Y1Q3!)en~_X4z&Q88muy5G_O4po
zuOi?pPdHKuMCm&%c$1CX(ACY?BF+PL$d}3TFlIU>Ee`c}A*5*5kH#GVmK&V?UL*ds
zUNRkIz`!@}0A88U@0`tMyCszKJu!Dc6&K1EQ6!CXS2BE8EZkcvT5ybKF!Uz4#tQY2
zGjS^%@-5jN$Dh7NDDJbwEoQfd3&_3CtKz>Jb0KOZi?e^pEZ+o{2w}RarKX6PhXhcx
zNgq3A7xR0I_NGMyh2Q@ym&x%bA*)%|sxprmpv%5@)E?w43YSJd;Llfn_=fPqV8=ay
zVOk&55}!=YjX{2=h0DtYU;8Dmups?Cgr%N|8LsD-liSt(9q68UWQFurLGDxu{uDwD
zC$q!SLE&2O??d@&f=}Ypc2iB6U**K7<eJS+rJ0lV_6<68v*ispU{AH0K3`^vO!dkY
zaTJydmItk6jZ;pP+;z3=bgVjoDStJ!_|8&AjesG5!<0EMwxR=`BM9}iT;%)tAk|fy
zde)|o31n;9gs@$PEtwP~Ia05?kGwdSe8s#$+*$_SpZW<rmX{?1bjudE{{yV~^BQ3l
ziZs32_e1fF4VMlh#VbUJQ38vnv?q)MF=NHmO$jtz=%i{h=3j2nzjlm1xy@4wWlb-u
zV0ZbxEUBI&Gp^je=C}R<4_9)%UO-0<MH{R1ORUR!CCYmi2QxUn`OLVo*B>eKCQ@tF
zB;&vD@1@s##s83?rZtaGYH=j(W+<3KLoG#>$7)ZTzwV=3GCzi*2@3I<>xnWp!|@mg
zCskt4;OGfK+f{==|CCY>A71+Qb#<TF@uoq@=05(riap0>gRZJq>|fd0Pwfd;By)zo
zC5^{7C`{_2I;Nq+fYTE58!p40F!{hB9c#GJ+F*X2-vy4;LiHkZr2n_t$^5dHa81j>
z=1wI7EqF|qnbY71JB_+Gp&2pftR}GetR}${1+JEw`@_GmmP$0~4~1eYGj7Lbl0Y9t
z125#scg~{ER@J~2fBTm@ekK!Qa`X)}BR3un4D?0yY#4KpzSl0Plc<J|&(1n*?2}>4
z;fE%PNNjhO`0-o#^m`}6hx4`!Z@GDCxQk@cT=Ht61uJp&*wU;;6N=FNm|`V9w1W=Q
z&WzHjX7afzy#vTt|3b7RqPQx_OH%<}cE_kt5--G9!=DAvnB%lV<-zBz&{^oCzKIbV
ze0?bp;Iwai2vwMw#kvwK1HBK`f1PlTEf`R(w6g{o!DLP8o9&=u6usGwlm;e7{SO9T
zY|in%t<CRm|5Josc42Xp!2?KP!P&29A!poD#=4BCY7_qUyE&J4UY@na`@<AWl)m|&
zl`*!=4l4-kYxjqx1K|vWM&STE#n_e(Xa&^|5d(}c4$PU-zJ?dvxmqpdKmd{%fj>}p
zoI4?%2}<?1BzTsj;=3I!0c_oYPsPm|4@-XNutShGTF9z0lD1X^5`*4FN96tEu4k%~
zx@iV-QnoiaYoG1+M5#?^GVw3ICw##y?*qRL$3@QApFuUo=FFjyAz>x$K&iNy%TO3n
z7mCXN@YZ@1GjU1^%rgR7p)whShL9yBBhy(-t&<h~)h`a(6b9EU@Ek$6PcK=1Gaj>7
z3mJb3-&s|*Q^<+qnT`M$D<uDItf*Go|DSd<bN}C5pb!Dl0XXVYZE56MHhSt<Es7lG
zOb&!HF&2g?MV%)fH!{b4B?;kOev!agohkSERzXq^!}YaK7~ING7xr+AGm1#cXilbv
z6vYB#0vPGIKZsMUlj{j5pn)p5*ryt+J9w#+Xcs6rS1Lstn?YX`tIL^KWoZ%G7x^JY
zVZ|hy$>`$F^FtOygw;hxr)2)CBYvM-S9^{e_bjFoStH>B+fqs*LB|l8f+1W`jt}N6
zWa^A~E|(((zbPz_ms$IU5WKW!*m(>G?dn??I9alh46Eo^k<tapNB4?+k!j_Siu6;|
z9ED1h&-nhi8SHqra1GbEguhgY?CmpY&!w_kUQdD)U6aPU*iQ6fpnCd;GobNcY%de+
zge5Wm9O3%^IM)7UQTboSy#Pkw%_L1Xt!Dp?LyWIkE{(3mP8^m?XlE^KX1_lyRhQA&
z7Z*Wcw3u#H!W!?Nri>$!XS^TCoLHF?gJffN-pd#u756F?cXSGraU-WxEgpZQw8|vB
zdJrT`T=OwT6-=Tlcl{z%%szify^aOftjl@tQpc>$LLPK%L4Pk+XElD6%~@-fV)#HK
zm>Fj|<wrMwyG=TTxe8v$-;iKEAoRfCi8(-+Q<+46Q`EF?o?&ghl=J(Nfob}o&>{K}
zV+r_z2X;1?V5G;(l@PJ<dD-#hw+O3Yu7=zp;doN^q+`@H*HJ(TZeX%-=#5SKA(~Y7
zDZ<2b{E*Wo=p0Q<U@obXA+y&VPna?}6CP0D58o!UrY1R@mVB@W*iP`@b?zh${C8>p
zrw44K6DVqbg<NR~E?&Mtrhqd^zmMe6$lz~MUMqmNY^ncjZoT~Ex%VoTsO5<~*3P@F
z@p5Zn;aU|(WuSs0$9>u<3&SLB>r4^eAz4S<XC>CIz4Ab~WTkV0n`Rp-m7&|0qQj%F
zAg~+)g5~X&9Mw12n&$lRi)gcfy_{XDY$0-Gx{CS~$gQ=!v1!>HHiJEVRC1pO0~RWO
zLHLZ3WKeA=;p;2e9;yB<hv=<jD>ZT50Tg1()F4drk>L98U<VlINJHlKHV*grQDZbR
zmaKwQJ7|ZiJ6viDk;8sK3kWj?^Ft188kH7Lp`@Q&(35mGZpNiAGxAKX9XNG3cxP3X
znn>@NG{2z%%3wZ92N<?^=P*$qEFSO{S0ewta{aFrN4jc}bFN45M-f*brticy(<FQt
z`I(EwuqSo<^Q0e5lF{76UE*GQ@Az`<)e?>3dc(&}mRO=UW~XY|RNaIKWsK;SnB76@
zV5Hv*sHD5rp!E$;7Aw4J#`-^1Y^h0>n-GpG560*QqzegW80oqZ#tIbw+>@Z*A4n9C
z2>XR9RAx!e7$~ZkbyOksjea9WWioO7z4ymo6r|d4>&De;MGSZ4g%ZxDMh!=4XpBm<
zG-v^Y*$Bg@U*L%btkQ*}G|FIbc?pKlW3Lzj$<YG_P<S*3)eZ7Bm7}~xrVy_{JxkNV
zt35En#G^Y-$jZ?+<Qf4;XzKz10nQiASfiPpq&$q#;O+M62h8*|9hynNriF}UYO*{%
zEndNdV6h175MS1PUk(^(oFt3!|FWE7RYMTJMS3}|0j_X9<O?NsMSs6NLdpE)G4#td
z9q{krxd@iXxGq~lVP1*$9GL}~RCA>Y9*o4Lj2Z>rP_QM30&+W`UYUz+1nEn3H8u@Q
zD6TNQB1S)X*hI`NzRo-$PnYuHRrmQAM%*-ET50mkNW>D+@e0O?3YPQ8rm&w%0m3A3
zaC1sO#Xz9xu6lHZ7;wyMUqeO_Waiup-MQ&vXsJ~kgCSW#s4piu)g&|~_i|#U6l9iz
zsy*KP5&3TbCn~7j4HA4qLyKmb8}1;QI>XHo6X8|SkCQ?vnz8F@;41%90Oj`<Vz1zn
zfde^n+S?oQexGn&m?19g23BAWVH9OQP%RJFK)&zqDfQ)PotVo^to`c<FG)NDbM2@=
z?6!nGO$@gX(jhDlaGBO+Ak1JG8)-{zGCf47r8SvAHdH?IF4eJ}HFwFFgC+~v_-Z%#
zJl*klKlKrF=xK(T22iMMorlp6Ch&WfBEoqrhW64VE^%7aw5=&P_mUg}MdX~A5?vFC
z1X+HG_4~Xc`!(QAZa`{WuZwyr{R5Rl;5NPNR6AO^YV~2p;?6>^_*V~KUQ8mA8EI=P
zCe>b5JHG$w+Z`;lGNpv=P0u&IdIvvHYwJ&j%;_roG|FXWrH3-Xm};qdeGR07xSb){
zSMWA6tAAL__LosjVE6Xb34IQfnUQz$L?|m!1Rwn}x&c8FXAUp;-`9BW=LZC!4qra`
zUp{86s1?A@3HUDZ1W{o?OY0nO)6sl=3+bADW!O`ZYH{?@MHSr(1hsnP+BLv~I>&vG
zQQ)LIk|g{ZbDNu#QgZS8mb=jkXW8I);sbrclI$dy;e2J~=qO}s=mM`8jDCja@R^3p
z7~Q%RZl<S<v^UED+jY8-5=c_=M0dPzm<p}lArBnvn<Y{FrT6%$<ha&YgQ}*WhP9e+
zjX+7dB@|I9G@NV<Qe!z=-L4Z~%77kC5UzahxRGE9ohYOQ3Nv<+UQ1SryC3-(H*)gO
zRBU8?l%`{HoqQ(g01e9!I!2Z}u|K*<mn>jl59!#()!Y74n*Pho`p4e-ulvq@WI4Q8
zMmbqvY(9w{EqG)&ixlG5WAg~iM)SgWsGYzdI3{6y<s`HybtH^CIoEkTM!9y_bojJ!
zr7$uICDiZSn4QP(wl(9~;?vQ>AX|?jswK%1UPq8;`hTna((uVc*M@SK4{i?v!-RD2
z2a3%e@h50KMC?M<OKcq;>_ydS+zw&fj(OF!EE4P<@*ow}AjZ%d={@)$>&T5)G~!{!
z+Ph-(-gGyzg;6Ngvbo)-v=Jn>Oc+x(bub+TY$wv=22l91Z}?V?EsQ%Hso7}h#$J=`
zwFX^Jyz+yh{H?-P^*LPxqzr(xzUuzd+WP|8#BIeT1uTr6$a_uRanKop@L9txz%qjo
zDO@)9%Sa>*%>unT;k%CpzeQj|0AAt?=AKT_(GN6>$;0>AiZO<S@RS?aB&yFgUiSM9
ziw_Dt9e1rdOh^LS;seF+BL<LSOxtx*$U9&(g7xS$b0SZPj;wTh3L^xZo5li54xK`S
zj}=<yLcb@KV@<8(ORT%J84W+a()$AOu8&D7NC5xcXNcE5N~-hzjv|UA<quWgaTCp8
z21!FSuygkLhlSG>Gm9nTeVpGL1qFt}HLLnd+`RsZKPUd7*rX*vqUn-EJBq9UpF^uq
z9;YWbF4-9623(#DN#;#Bebmbl{64+)f7p8eeDd59_*ZWT1Z%Hx0fR<0c2&O}{j&oG
zLtTalpP~|FQVW_nGY;)%J8U9YG$UBu$3zLB>e<zymB)78w99Y^`EIiRhL(#rh1kX=
zS^p&6@Tuwtk~Ee)XeT|6(J{Mzat!0=tp4Xu^mdF2blx`NAw09Bxkz-7jhg5Ih2-7r
z2MYD9TUx@z7q^UF&_NkIam8f;xqE1exEAk6q_q-0LE3hb6eYb*v;Z5hAHiIyk&l<3
zh9Z>%;io7><W`%ZPp>A7!2~R!tL$>T@d>huf%KoAj&00jA~||Bi1zE9RqBV8ydSuL
zbpm_v`hEXuM$k6T!%z|P;EWMtLv$9@JNJtn`%xau2zyNz<6pJA#!nWq%CRxosqS~U
zQXlKACSN0uq%v*~U*gqH&9VZ>49ksRFhyBx03P7aeQ0vnD2>c@vkm|+mT4J0+6u_R
zlbky1xiL_mR~^b%EC9@Q>~TD5zt!9TxL2A1_lns&*Mm)SFGoE9wO1}ST<Lgwv<cW`
zF7q_s^&2jG?aOI4HPkwt!!u$oyIxnRKHl5|(sU8=Gx7p}%1tR4Ze?;FyB-Y?e1;3F
z{v*A=kB8tGyuY0h-5zqSYHYl(EK7FUh=$Hl=(xXSZfkq&$YD13vK?+KZP_|kGn}u~
zKxNk(s4ptxYEwRY_tEd^a3s&Fd6yqGfz5WRVH=;-Y3NI3<pp4kS#kMQ!g=ITnEUBa
zmA36PidCBjnBH3wKB_<8#j|!369VSIU60raa5=ZUftguAn`%A13*|g=s|5rY)wa*)
z1lBha`@~HzJ!>r%fWC3fJsJ$qH{3b^`@-~#I4H|uyKeoof~8QPI}>KzdOu)CrCe34
zA|w)lzjN#}ld!*6yL1=dE3^TOzB)V{x1Iq2w3#~V>%F~D@oyrYN4}<YkGpt+L02mP
zc&g0H-nxkR|C7V<`(R4*$z^_w=z+z0`F4NhG3_$_8C~#YW8HO4=V`W)I}EdIV6#(C
z@S4+OB7bHVaMxh-T73_u`fQK*PI&mtk(j}5!<#M0W8p9g;A9YRIrRZT8}_4P-<Qw4
zk87^P48|i#VOV8m;`f8Ug=H$x+0$2|yiUYX6M*sBbyih_z?fi`qc9?#aC&9uJ9}aZ
z4`K>0KD^w-#Iq%OYW~pzN84a)iC=Qp0ieP#549r|ez{*Bj75Q2(jkSiS~B5&!y5xi
zP)z)m12`#*$&=L9P~S$26DAO#QrXEfNh8y@h2--k`hAP58~WL#^Kpek((H;aIM*@I
z_p+)!NhW6Kf#Da2S|<Cd^)~PwizK9HUZD+}DyHtfvWTV;T-0WqD25gsndMLr^)Lkp
zc1KfA=W;4NHfw@k^yUg$JuCzSs|su|sW4-|i^h6;x0B`u*x9SiJ0ZFUXvH9HXe(RV
z8~hp<ee2NIAt*PuQfKXqs@{@&v~+kqqGe$4X*iJs6^C744xi|5C;?u0BStZ@`hgxT
z8gQH7I?t6q5B&pV5j@6EUZ@G|_R+x}2Qgj3#4Yf=DAD5vfz6s5w*i1oxN>)#x>5h!
z-Rvhd9bo{xJ4q~#$-$eVE5Nc9hWNoSs5%w+*OSAYa>>eU#L`@)ECk>Q<nZQu!snj=
z)}cmKZK-4QYXdC#7kqKc;=}cJe3{zu?`7Ctg51X`Vw|^tziLQ5><C~s{=a%}Qe0<C
zo%4Xv+`3C~qdF@LVug<@i;ZGYN0!5Rnt%Up|BtY9*jt_Tk~-Gr2E)UiMoZce^|JwA
z3}U;}cpeUq?~g(m!VGskow2GO`*BMlfWs%vYwdFTqszm_w-4H<!&SfxwdRB~t(lVY
zZcg${OiZ@3F->|fFv$z-{{eK)I>U}_?z-1o72kT3p9+4_FC0ZZ6KPx?UCE>pnF@=U
zv=ytIW)6M;#<T;2sL_vrVFSP}WHt|-9GP+=<XuKVqMH)U_{p_oU+EEXKwN*IcI@}T
z_(qD5`;}&=R*!F$Z%Et<Cd#dR1a|o3D^YRuFFe<rfR0V8MeFn^VS>+wM_8OFB#9iF
zk^4{cV`H6$BoFrD^PI3^?1^h*m4p`kH4CO7qya)|yW1QLZ$<=K-&#u?xmLCS{roaH
zOzZ}Q>yE+}T^H3Dhk^pA$a`>=ymminV;K3WY{pe}zT5D5q5|x%tj&<S5^G%fHtQ~f
z5~gV^0n~x)i`@)O8rE?T*uqZ7WvC+2*5ma;<3t8mZ6{TVb=GBGo@)a+fL&-r$74K)
z_5RE_?Qn8I?L%?V0u3=hxZ7)c`u(P0s)?J<>OSB0m#8$mUMI%Wc`vj1-lNSq2{3`4
zkm}zQRd@Nc&}|NE>+8X`7xm%o+Q7aE6VlaTfXwD{07m`fwK-k)*<n)~z~J8XV0g9O
z21-&=EI&Egji#))U0&9GkjC~|0T1Ufc>=&GBiEl#;=PuB--Gh->F?Tov}f;BPB>p?
zZLp3my=;H7>)oFuSvOZV7XxhFpI#5{D*L=Se~c+dyDgiiy-|3aSKf5tsUByWNIPXO
zz&<f(Ivc(+*@xL6VSxX-y`gM#@SW&Cbc=m3B99a;wP?(j5;sw)RO|e7XeA|RU=RG@
zp$<o~d1MDqm99*zd!+Om&X%oI>UGW3M%j*~^AJ~BF3_0f+*??IGmB6<9ax}5@9mv+
zhLZmwy`Y6nj?~}zziDfGahsHA{+HV%sqTR5d@(J}c4YJ?U?$N4%p?xS@}$I@n>o~H
z<I+ja)$)eFYqif(<E6ob(LtxLNvkSg9f?(;R0+G;d|VYNj&f+wglM2^_`>SPO8Z$Y
za};!M3_~6_5l|6YB`6N^CXt4T!65m|LX#3-s}~?$!DE^O1>NpVbi0yFTziI5$D-s9
z?_nR^@%8jiW{Oqp<tTpMbuzK}6COR$v4zC^t4KrpNp2$!8piG4jVT~spX*B$z&*hm
z6G4K{#w2))T66yHk^Kc@_-$tZ(?vvrKjZAA*ZHwfjFdY-ZC#8o&}<5=8_%z*utn|Y
z_1K`sn<Bg!1Y769iLIp?*LahwRx_pLraVOaxh7!iJgZ}o`OfxJ5qwrlMd*)h6ayn?
zsc?`q^zQm_xk>dhcbF4^BRE_oe7nxx(W<w}2?iLNZ9?p*yR&V*1F^@=S3l3_p?#dT
zTI^d4cQsIV7xLT(rCUEfrBbR|xg1{B0dx12WF@=q!i}Z@Ht2TGW$`^Gz<Lt-V^#78
zzGc+g(X4afXP3&M%<Yc&8{v(}rqua{st%2fQ?jiWqQ#p$X$$d$vuHu#jb*RVpOZRf
z=B#ZEh7rNf9;IVU_D4F@hU;aV)3EA4Gr{6?^7YqGExqc-?=&?Mb!t79VpSgyc@tXB
zQ@6L9tE-EtJWsJ?ms4*3Z6!gB__=Jc)>&89bhJWj2h=D8f=4ThP=Ht=^h~Un(!QN^
z2Z$BW>45h`_2J-%JhUeYuXRD|Vk(N@EyUv<GhSKaoi+X6e}brDXQgc$u$GCVy55J}
z#(N&-vfIZWEY6n$9NzdX>X!AUI&H7XE@HdgA9)A7^`l3`%CSbgw`+MXL<)yT<IlH!
zS+pe@Ew;0zJ&^EmAHBL>V|_ep0;rx5fO7;s?P=$T7{D|>-fd0_Z&dVtY~3hg9Z9Zn
z*`Lu)kg@^{GRWLq+rIE++U2^g94U<(g9IzuhO2)N7V7^;ghk70=L(ftIWYiWJTsEi
zB11j>G+NKnlXqiQS#Yk&^-+l_ZcAj2@qp>DGRUTEnth!K_C`fl?z_MY%$gbxIWT^o
zt%y5pVCiildU?WF&SRcE#mXP};o)^jE77D=ph$jp#dzN&f-pcA-6%$li^1N`DHcl0
zg;PT*DP<awR8HWLR+bZIWz4}>F`I0Cq)$DYc5Be_b1p^I_n@!g`t{=uVmP|jE}FtQ
z58K>-At^%41*2e?LXhHT!C*cl??o=C#H2|~Cg!N4Rs<XS4oQoIYp<T<LZ>k~p~_qX
zIgl*PZBupj-t#|Xi>p{g+21$rh*pjU#RcluhsP^AO`qXacpfecXxc2?TwM#k8(#qn
z+7Vz%GP7v-r*pe0J)Hbb13+uo^wwwBkM2E)tUO~d=Ofpl9+f%4fg{g^tuuYVmHdV*
z+~a0#9`O3P9X1YMB1!{HE4IC0`80NG3Erd+ioiJ%_a>^T^|G7Mn(J<-8L&QC0WMI{
zr~yG_92U<z`WazPRQBy+gGf%NgBMywCO}uQ`k%B4D_GJDw%^6bo;!1X1g;K8;R*1p
z#Vh)l>_0WK1LANpWc<;$!{wgz5tW8ylTkCJ(-KwnP`@||g9NWWp~4G~^y3drYkd<7
zgC`%_)`wtqIz<1Rl`k_Qa@YG|1cqc*ix=WBIgx~A+X1mjSERnngQV@P&e-u>j@RVj
zoDo8lc0{At8>ySbA$DSsBkFcfrD2!{Hl3_bspwL~igXx?jGY4v$xpkA1)uzvBpjk8
z<|G3W^rK@tzbKuvCqLzIdm`q7ll))^xlkf?rF;kPD*n36_sd%xlK0>vFwW4amNi&a
zr|RF0SHtC4rP6W(wUA>oOCR7qiVkw_<qKW{Uo6&k>+X;Ny&lw(#KwL`DJ5*iw_$U+
z7K<v?uh;p4hybtxMM3IC3Bp!wMw<BipRuXuas(U5*f~N5!29n%$<=4fyrcK~Q6^S^
zAcyO>@-%DB8n$CJt(6|z%U`-YX9cwlt~P9iNuqCv)Jk5yqeXX64jy+MYe<OF5?*Y$
zN%R@shXJwg8!dL?^fjGE!P!`+T5II8iPenze664)MQtLe$!QPc?8BE)!(p>7?i<l+
zAI1SIu+?h}@;DIVG<|~^cR4*_d8HcAQhpT*u{ECK>HL(R5jhL41D9Gra7q+fjJpSh
z(BSL+Mzybii3382yS5LKqnYJ%_8OcR(r7tan@)})$*-!4t$f_8%Inkj+xKQ8&^Yj)
zxw0H(Z^C;S&3RJcU@;HfGXDTjznTD$3(>QHfA*|8{DC&I!@r+U;W+Swq9=nSEqp01
zjbVz-I2><L)TfG8vd#OkF-02&fRSU&j9Hq=&Kk{+m)D2G9Hm*t19LIIO87RG<Cw(c
zh1=cK8W7dvnqnKUf>rsGaT2U-FefclT?{WCYd3A{eMDC^wi5)(UX3{7X2%XV7Q-q<
z10AkUGnNMQqOWs|cI=Go2heS3^GT%RaYa?(fN=>L)mkP8&{cq<sJize(%YMuijOFJ
zk_=2sBNppJNH*LMq(oD&Q1cuJe8Fy}eBylLnk%4kXd)xRyDKz*AX8+%%H8qEs1yHP
zYbBOYmUOrzzEEyC0WBR&X{l`_f#lF@(ZN4}S8-sX&WY!F*c8Yr`P1_Jvtoi?>>4ja
z+PZ8c2ObLR(6wUCw?1*P(U=5gzEpkv6bKDUiuozRl(o%;VGhT$Zsvkr*q7I-IYmkm
z{Udb|hX^J@{26(#!8HZo{BS4j8_*LS-F%LS2>fj%j`#dxSfRJ+-{8t*M5t@O|2FwM
zfH5a2+P7n3Qc3uVidq#X@Nx=-qga~o<5en6OKuP@iz-y!EcsnLM-pn0UaKA0G>#nl
zUW~VXlieo;q-sYViJPINTq>37NKKpI+Acu3*`>%Z+S6@sV1*)I4hUm1RtdXKV-jj)
zaYq;pIaCXOHz?w^p{Yf~82Gt0TWNnz*iB$y`BkqL*eGJ1c(I_awYkXhp<LI*H~i-&
z`B&W?s>$2`h|_;FWy(aJ;Ushjire2hF=Vwyl*4*3dvQ&bK+(H6pTcen;*anqUu#&a
z+$1@sEYuamVC<Tfum(AQEDYniBuG)vqX|LADQ0lN(6!B;qSp=jG~UT3=$0s>v?F79
z%3?3QLf>fp4TO?Ex>NJeQ_M3fVIK`{B#Lq4<4CKFv!@goiaxi?{GI=Ml0&ruI=!$u
zBjhyU-e(_5N*ci$wR|L4Ij9^(E)0E+5`(vr1v3Gg5^mMY#iLgWIJlK=F*C->G1|c)
zX5;AC!e`7CZ#0FD#_la6N<YWRwG1#(LL^`Z4mdTyHun2Sj1c<{wrNZs$_d(M3kKvV
zY}JevALoR$BPXvbJ0uDb({tdETx;M@RmTmWHmI(mZvA@YOY!`QeSzp2CF3CYr`840
zg#&a=|Jfs@1G-}8A(w;>&<-^>7zr7u)D*NQuLp6Qgp3@2$_?+AmITIGGE4;uratn<
z5-~egN|+YnTCsq0_nbZ2ddIT)rHf>k@<Vf5j7KL9ELbQNGV+l^cE?^Sb+2M~vX5SL
zpUH8>K?bCP-b6S71?XTgM-f-MP~NePuZXML)kP))G$RKtqrDj@HC5zW0Vb@(rFo!$
z?9m5)uGI+XL7YLk%A!w?!5Bh3jSyZ{h|G%;WQN{bamGX?B$Q}60V35HE!a2(3r4nW
z(=iO6P)fi4+HX2+Lqo^Z<pT}3XXwozIIS%sN`e)3Z78#n#iw+D-+&35|BIs56FP(P
zkLLpoVHSq-|MrwFa1T8ch*7)K96;|nbW!BtM5g%kUy0<zgt3?nN?4D9SspVvZaElt
zeJW<L!0WvzRl*ri<aDfg7yNE%gVU+z1eR01U#Kc04wuDuxv)RHDNOH^{CR$6U!3<<
z<@*5R6*gO!QhT47Uyw$*6liAECbUUXU^*;bvI1Nhjt*+sua-(C&C$WJB)y6BA_8yo
zt1qerXz7;BTTn#Nh3r_&hrQn+OXI$-Qn?6Kq83H0jr#Pp6=w$TH~tD@B8UY~Iij^>
z(}BtsuXJr~5d;I8Osz#zo^{+{=~=|{Zx|D_tYT0RR;G?5SJbm|ompMuTtVQpu0`TK
z6jSE~1U_+0plo}f-2#pn0hryti%ZZrVdQV2k{-g*GqLhMBW-t^GGn3f77QJjR1A6-
zF;k)fn*Rzb5_rq#kh0{^H~C8xH)2#squ~qMVJP}dPbg~->4?ulg2t=5gf#Zgz8kAk
zLR(+0F}3Gc;|)d}V8RTVawwz)87B$Z#S<R<PT4)VeoHue`-G+N%iEtYs^8u_ieT%2
z3G?BKw8o)3w3}lk{YaF79g;yx-<;EHm3%<$z=kLJbs}(Jh!M>pQm*1zstx9^sWBr0
zSrJV1V+sqzG*mz-^dR=rTn>~lRu8GSp%a3p+ZZ<pWf~lt(pHsHyVJEPYh&aW172!Q
zl_^X5PlJ_jhFSIbzidO;Bfv^}7H5DQsu>(2Tw5HFx)PV~9xdH#rNI20*RXL&A{-}t
zOU2Bi1u<R7hcj+fRwn@zf@#CZ`z;n)`WC>29xu)}mj$O6jc;}A6;j)K%X|_0)|p(2
z8j8UEYGFQR8I@NGLtoo-gdii*CRfQJ9dqS6$OAPo;2^1cGw;d;(Nhc2l*IL^fOsLx
zizWpI`7q0*IF$XO*N4fveVapsL;1_qeak~uw2(y3JD~#MUZP=CNvfIr911|~85>1f
zXG_>TcFN_SCfAzP8Q{W{G}H(h{YV3@$uN#-Zn}aJ@TqdOJszS=epFDgam+{x(`D5F
zi(P9Tg&D?DV(Ds6?C%s9u$}#Z&PWRV_cHnCeufr6k%)!6O|DqM=kSGEvz=}h{8PGW
zs$>>*39GXqR1w0opd(l3qk5O3rGZ=Jz}VQaNvr}<O{CL0NAm=OArY4zjCrSY4~5&8
z37q@tXfRdpB>SJH;we}N@H;-2+5<7Bh6c%`ju)mMx5aMnPL$yi#l%ILW_EdoOd$EE
z5QGzl<l}$vo3PY;6WW&e>c^0Vz(kePyrNs(9t<ZTy@uU=q6kh3$bMuLNfJNwf{iL9
z{ml7QliEK0_|Q&|8%ROdff9IFrzR)|vCR%{sey1aBpvpRm}Q#lw@GR|M5Youg&%kd
znqYP2H2vJ$Mzrv^b52mG3*NR&et+Z%hX0@YK0rGTl!MOdqo6E}DP#Uzo1WIAHK||>
zn9NM)tnOPZnnuP{i$sj}p?)35hB?N{TQ4cBz)a%_5!yoJXpJyRS4mXA)$kUeRe~x^
z`L4Z}MGU_fVi$cko$1xBdtoq&KC2g_ZQQl)@2~9Nn1Ytw9xn-NJE>v1>$9aupb3Q}
zf+)bGw2u-4C>TB|fqu%E<|dSon4Z}8>ha!>Fz2j^c5u4Xg<|&Mt~$$~RZ(FeN$lH&
z*urgT_vXJqM$kJ{wsP>*ScTA7g(AP+iLl5&yinL$>YA{NFHjqJE$;^27nsAd7+tN6
z&r_Zu8GEtx;l|+tTL+gXbzhCXFQVnomHy>K^siH-gO~;8#D{;ndLg=)pAXup$br_4
zE6Tb$N#(sDyGe#ri|iIA#pTkOq}{EEMojcXl`AHeq?+WKW{V;TFtX`pOSr1&$mDrI
zNWzyN#n}vh$h@b*Gqo%n@DtFQ`c+^h+CjFbZOOrBPg}l{tL2E7q;lUbm!3n>VNr#P
zFU>88gYBY0p6^(z`_@$4mScUrT?LJK?1vuJjD?|yDH74^<OeMg<)mwJL=W`!y{_wF
zbD~gGQe_{VM0N}w4quZ}ayZ9=nb-K=epXDN(x?gfjvb)H{LUrJtlX<eKAPzBBW!Fv
zlMWzW-8e{q1CCqZEMVz|N)U_Ywm0qHI?bJhj2`GJGeztW7WDpT!W}jubN_Wr`eS$b
zXGsE~$_8)<+0!D@6l%utN!!!H%!Go2ftWWLrJEcAbKO!hlN-n0!(O1KRz~=m<Y3>(
zJD|upJWZHinsx9F?IN&OiLv-2q&M`{Tlj&SxabB>OZ#|(8&Fa5BT5+95lZ!KA!y4A
z%G71y5QDRBhnv}FLccDI0-vldgFq;o;PBH?y5?_KZHnPH!O9CiI>~18tI?dPX-xAi
z%Il7?Tdm0Upe~TJgK8!mr<Dde{693ueSXkNE2R(`fcc=o&~q4pZ&2<t$hE4;u|kKP
zK)VgGLL+EU-`zFNlp3HiQGqdb5}J(#L0#J*bI%c@Jm&NGb6BorNvpQ0bqOwQq@1_h
zJL&`1=f2jL(e;k^z=d=4->0GHeg5zDB%AoO1_?SPzqvU!F8y$v*K7=2LRR)Qby+1$
zi(M`h2vIn_fG}c`T6C6NoAe!gAF5*tc>qI=J^9D*b`;8pT)7WB2HWVX0XqX*aY!68
zMmS=8DQ$Ijwp!n`mZjXjXe5Joob+>HY7VKTWI~kVsI}QXdi1u+`Kp0|l^??eQV|oP
z|8Qb+8$<i}vjG^6Zlv&`LFE3`d9Ak*R;4$>=@*<G5xf`|z*-EUyz{|jMUi6u)%)~Q
zp{Rb6A@;I%6#pYID4dxkq~&iW{M&9ZtL-Y=q%z4me^g-z!3wGEu0Ih>f6W9h3+MUD
znw|gmRAlU*B0K0OmtflH8|`b=yB@U-8svZIt`VDxp(PO8?G}{JpI0iU?^er-o<|F-
zB2PDz#AGK%hmG|j6zOK>zNYgd*g?-ro({=@LT+ZF&ZN@LJ><>mu0Wr1_IdZtYChlk
zh!t^NWivWVLFd4bluYmkZmI?|gkmcVcx#~?>BUFg5apu8y;h9EZ~F-4_>9O$WNnM3
zeJ#`p8rB&;WQpleg<jw`OabU0Yw)#cQp{W(#4&6Ln5}8SSP(en0wSby4|AmXiZ<5S
znWSdo;kzfD-1tf2%1^8)<%@+aUrNgdSjNughdEx|_h+-vz)gNa`Q;M!{JH1bzdJc7
zY!ewyDmjB>d`v8$I=uQ&#UC83#wHXz6up>BGn37UD;>ng$s~8WgU~1$Tc-}8cn+RT
z4{1t3HC_E+JXrA^WFi?@Y9M2a@CjxZ>>FZ6O71;a(ptwCzZ8z<#O_aBxnd0?cp4W!
zUj5eE4%Yj!6|+%au@mxh2&Iz-{D7}&K@i0Tm{x6X8Vul38yxONYp6fukpGesqmLbr
zO`8^D+=JKaZi@EFUuShnOkei|<pDPZI3gjL(RT~cdmK~~5dG`aqKBRPpL5&a4H>Xa
z*O&c$4|0t}c2GJSgxT^p=pj{W>6*RmiYnRO>0u9D6^f(~^HspKEJ_IEu!N_lNPGy@
zU?{F4tkLUzlh=#BlbHQJji-<Kd?n<H<(#_X%M#*XybK3OqXe#2A$3!Oj^(tIFNi&W
zg{TUZLwZ+=P7p$2Xp9S!c0|{t4LN~ws0PNNiBhI4*kvB7%75k?tMGJVa14%cwvLfl
zcR1YuJL#PcjDn7=7ghRetlu<U?7PIH?0>(aKe#4{Z~i!It$$5bFCLkHE^BdEv8hEQ
zfAU}aSfYw}pNihJ5c}1#SVHLU#c0tK5Pwzf`A+{CPKbs%B?nEZRWCy&T{>Se61$fi
z4T;w}gvv}vFpN4a3;9${;c&*>DPln+yb72;yJQm_(eBP9Q5KeSOm<HDReo_fAJkX<
zQ%LorHxY}}G)_?hWH`Yzzs<VMdd?lX{_S%>Bbxt0#Nn1mY=^9JeoXOhS2$|J8+sB1
z!LSjPT`|E2Q@+*xwP-}d5DN$ir9sGP44<%XIEV><&fb5;zsy;a|8b9dK2U%b0K=is
zHi0NcmR6%JMhAK1Kp^4;bH+AI0$#Ar>Lph=hAE0Lijb<q&G6WPGCGWINh3~rz^V2f
zu4K-ZYrlHuQ|5IN4k-rmOwQ|25-3o60@X+JIyPry<992};nX5lH0$_HUlHbjmO}Us
zd}Q0Jb%ad#iSNy}NWa)tgB6xTHJHeVBbpo}Tv-h!(Wr5MFhqVchvh0-fB2L*wKCc2
zB&T>6y(L#<isrK&Lds>AeojvHmFCw`=v(YnOX-!XU&$Y~u_vYf<O-rmMKX5E1pRa4
zZx9l{iM09n@Ae2_Tfgo0K%t0`1|t(Ga-hpC1w`a#82#HVd^edeO1!?fiB?p0MZ0n=
zuKIR4UuIE`pN80bRtSPw!PK7%6x~CXl>*HuBQ@kflH6fO@B(mkoHG^2aIYwd2_Nj*
z5?=Y>gp*edpvb(JNJ>dZ8d3cn5SZnfjAoM=qJ%F`eqfa5sU3(rjsop&nBVc5ATW6%
zxK`<4u0rw-sqiu;PdFpmnrVo#<NH)&LBV3}Oj1L76yR}!<Ta9yD5UwZK#O0@p~(J)
z^p`!6&5A6?Y7qEKzvH>-^G9y_$_g~vuV2DbX#N?VBFH~BvygHfT5Jhoa6QWavV)>o
zLM>Kwp4uNqhZ7&Re%2%b($&sn)56VZ7q9D)EiiRhz2&u?VmUe5XeL|pV)js-d5KZz
zC-u?E0$dx`UdLC@Qi4nZYuP8jxFPy3$@!4^<H02KilpS9OqDjzk;R<CK7*){maRnE
z>)pw>Va;^EE-B0I%?*D2wu0R^V=XIMx}W<+>vi^~*K-%1EI!VR>|3JIJ{%{28v-sz
z8y#s+XWak+{3R^K^j~2qS}$QKQ9xLVuw?W?>UTzGQ%A>JqmS&K&e1E{Pwf+l%x#TZ
zM;||)8^t~~Z0kI%MOndjos<g(rC#s;LVoAYhjIhNJa}E4#uK>R<ZvE;wpysYJNCMM
zQ#e&=v@i4wuqbUkyKjyRewLEO>0mWUiWjOMO5Ic6M5jGn_&$e`h;soc30*<R^(XLc
zDL^6vKuS+z(}O^F)e-vqI5}EF!{9KtO6zetTV+h^u^F2P`$pt&WMyv714w|t3tR(q
z&Rf6Z<ip>`t(+-rdffo~gvV}?=;=JAjq4&UKJxe295R8k*#6%XmHH+zDTP%3TTwV+
z>bFox!@oC7nYF>vqJ4{}GT9W4ai|*ks5KSVSgX=;hlO{T&6M!Sf=k~RO<?=1!Yzr?
z%RZ)eqwX`ErKgYYy5n@{jQv7q*ojGIPzgAF)1|JI2f<dZ9hv7+PMGC5=Z_gUldG}k
za5J9?<Vy<upc@}1psR|Y5~MkXm*_9&cEA)?&bF@i)?oVLqY@GL=~tE*UQn)wwooF1
z=G4RmQVJ2+Mkb+4*(esRPRd|FSKt+|N9W0mC&Np4%V?5nmCNZ~$QzN+W-n)LfY#z1
zCWXJ;m?j#IP4{^**!4V~=JWX>Y)NX$)9q+-1YR9rEqVxjdh{<-LCIRI=na3CBp!ir
zT1{*Bvo0Xc>Tc5edHCLNqYv!%9pTH%fwo08ITgeG%x+<Kf%z|XOV5q)-NhjdvAGJK
z@Yay0qEO^hU;V^H^`+?OGfaHDg)yE=yUASDz-Y6nO%)f9(R^kqq^}Rv2_%j8#|!bE
z=D!>jH7gT|HN?IH@z-Imm?f!&XJ)N1qdR_IFDc?(tvoH2QP)|_H~i+W|3^Lw<55R5
z^b3C{)4v4uD5UAw)#~<4W93@ryS~>J(e?d9!Y1X+Z7ZwMfd9;HTGPn}KtAY=BB;po
z1%d`R{SL;f%$)TH!Pm+&9*luVkCg{nnve3Ds&y^y*P#GXf$eaLgxBGq!?N1{#RPFO
zvw*j(Rq14~RExDu<!aOc_g~2;MSY3D!);^R9*!f%^4y)$`xFi8jk0!c1M(sRgYnC~
zRtg8MXKmxDi!gws#M0(<O|Rt?HPyO@TdZZ5#{gCt9@BLo<f5ps5a0Ywv=WyWu41lF
zq-cF&$xw(c7+3pEox~nmw~H7nz(rNm=pi;zrXa!-c=wGweC@;#%>{dDw&MG7QfLUu
zg#=4V*sK$j1KEUQrw`jS6U*BmgCCjR=}j<!PZ1Yu`^0)+m}WHPBk5m)C!uVCgVO~O
zjOJoSYRc+~+#a@Z%o5vL)^z)bj|^N1SPFC)s;#}x=^3>V>Y#47>baIClwWH|fg~0D
z+u-XoC0!_FYpbbYu|8*imv6{bKqQOX(lNne%5#j+$kRp4wQP{^=6m~X>ZT*F<AoO2
zA$o&R-edoz$Hbd#ISrZ7u;&=4GOtmzX!}ua87{9nUE}{mv`qHOCNfn5u97N?rQ&(X
zqsHy|-gjQEYnjT=xgBQ=lGRQkX@q~WS;DzjJ4a=>e~0%&N8*wb104U>ox!%Eh3b|P
z;{OAm#jHxqoW*kaG>ZU0^Q-~oVuZuMZl8C0+7j!TRp7XvMg!!wz_$F&ZDIZ2xh+vO
z8bBbtc}@A;*|!yD5{GemMggX!qi~#z!E-F$IKB?nkrVV3dJ+e-c}qqCG1EH2R_}R)
zBPOhMERcvIBV9}X_w`1Y&uv&IxBk%QZPmB@kconjtLY^?X(zTDuib%jVe+!L@h}WV
zqs;vV;URM(jxHu7V`p(9>XBASSoUh8%E*#B-Hz;jQb;Ol=MvO$X~BVtc1gegtd13@
zAQqkVL{N(JfvV2O+bn{o606CpXcDMJk4Ym8j7ZLs;O6Gl5`u@DvLqHu0(SjX0;@X>
zVPOytNCVm+zi8pArflT~SnSW4C%s9u$4f;T8xNxz3<--xWo^u+oiMVVmm848XG2wG
zp2yI2x2?|m)GKT|?Hz8kBeekTm&lS)?>;!`$wu8(y}xp^=Bd$Hq?!1CvQsz#s*@ui
zg11r2cHot@T`cA4Qcmoyo`jH`_L{>3><Wv6x!0X^ZtMN3CuPs%D=}Z#td=L*cL2NM
zZi<YT7>Hsy(LW$=;l1q#5udfcu3G4;^>95Tjejf!tc{O;zZYG)RPU}wf4_!B#o^p~
zg<4Rc9`+xG2`+9D9&S<>H!p4!+dUs@fp#0|xBe}4!}BBJPyqO&b2q(W{j=F~DxaTq
z#X%j2J5>sl`p^XABLk{!?b1z$-(7HDt>q=a7*W&F6bzH*#u(wY)s`+f-4JT?LauZy
z$1-SBm!&<<*;^C0DurNDJt%uzjv1faKGQ9dH?Dq@2v&r<WoER|b%s$~4GN;0N-+b)
z2vg>Ssm*-Q7Jk)&HHa1|DY~a6)QymlBSQkooH=JeuW}PEVPgr0Rjrf~r>z!~Z)S_7
zfut%rz}kz9Ph}P!TZtZz@QW?KBkgS$No4+1!<broX1c~<?QLU+?g_qpBB^$+V)EgH
zqwfwXv|z0|sY|XDSQ+G?Iyrq3Tv3vE`*miV43FhqY?Bl7^2u*W04fGs_)|`((UB4>
znmiPD4{vg*Xo#3(D!~j#W~nK@2Hn)cWM@Wtg>q{|^D*Ukd17qLVNS2BtYItjNEvf@
zdyATL^uC)`XrtBZbD7uEJ9myy<)RhT=y%){)X+Nz;J{LGkI<@qHh8rA0I4=VLNDFT
zEF|xP0LBl%EE^)OISo750%~Oax|fxei3!KuPDR_paE@~9RoScG*Zbp@hHM5i>nt30
zFU*(fR9e_Ser$b)+x&52J0R&UlcFi$iHk!P2x;MNRF3w;7k+07Vi3vUJ)3Jjeps!Q
z`oL+q*ZuKvJq+8koEZS3WCkzV&N2dkC^bf|$L>MNxYAS4r)<+Vf7hU0NT*HN)56mC
zsu8Z-YNi&8+r~64M`Nf~y~gvS?Pmg<N?hxWBtZai4R6C9jb^klz?4%^QL#G}&a0Mr
znr$=IdYEjoZ#W5OjC>f6;z^QV*E#Sy@-29{b6P3a+mGe_?Jk)0+2{eV>b12TJqc~x
zpXVYFScOP;{1M{RE{<2un^qqEgP;Gqc+X#3?6lNN4OMzTxC!lWQN#K|osQQpLBNU<
z&)fR6%5wz}>ug6BNslqq-GHDi4<P47KYHQmZlk8{))`$G%fsm>#?u2VLE8!BU)o7*
zeC*KohMnfo`!>;cDQ#w#J=#sUSj~;=cX;obZ@#WrFV&iN2ZMdQzwe(}Up~N@?Nq1|
zr1C2ofDAU0u&1ezDh#@FH;b2~nly;Hb5|^V)6JmM8)ifmsV|p@HmF85vp7<5bh^Q$
zO}QHOdjw^0W0k7F#UFqLwv%0n>FRs~)5_fGh+~LahHep`4L0KN2N%HRunjdD>y-24
z|G2K{;0<?a*|h2BHZ>cQ<c!S3+hr4*tCq_?6{aH=V%<$5R55fjZ_6vZ!=-b30$aiy
z`!@i^V3uZy2*8<q{Jm!i1fXm*EtE`&{Qcde&PFBR*1OEVMr)=+h<Z4|pvSwq_|`^6
z>*_@d(7>MAfabH-9m&SYJhx|qGPJaHURx`6`$}0jh%8gLPDv_4`Uj(#E)X5DXSVHq
z3FCo|ZfzvU<}K=~Wxuo$sXV2Rb4Hq9$x*1l?N^ZYm|RWRWI!QtlPzcQ<s|`if(VoD
z=uKXL?ik%DF&yHM^aEEdPEaCp=Y14pTjCE-@{@|ZQGsyL5CtF2IPNiv4@`-1flYbC
zqCK~4yRRta^XZTI=N@}?@W-6{3(`fvS3D9m4x;HB>-Tr)6m(5IUU@S@IK++j=&Y)I
zgW&3~vD%(0cta+IeR<MVmFD?)38Xyk<0S$Sz_wGU(4V*NLBL}4dJ-^WKFI?D>})%O
zp$Ss27thP4OBa+@#ufobbyg(T3FEfx;cQvWu58S#Y@^uy%(bsPG}2w~(#q%c0>~(y
ztF!-2T8U!1a`CP*)-q=|ThvZ997+>N5PSMrXrfav_#IgQfB*69mO_{tW_EgiQ)ST4
zM$w(Xf2ZjE387L%ud!d^>1y%>JBd)(p@5ZPX;WUwNXt2)!{@zMsC$k`QlM4-{CDjj
z6BoF5{$`QiuTqE(Y7mnwMPS-=8#nm#uh8m;HmTihxnWM%LZOScf;T%@u0KyhOL8uc
zv)hQ|TS4O797cZUv6P+=e0WRXZ))!pwrzXQINEr<&`<T<uKAF)Vtxt*%I~;d^aoD$
zfd3LSydW+3K4(f7cX`80D^HK>kI7PApp))!@=t3kJ6~KJy~icM4C+-U29O@YaogI^
z=QB8hqFBIVe3P$YIGc|kFViNcQ*UaxKkVn;TIzh(XV9qU=Z1%fml2Swu%t=)oD;2B
z2BS~4;vt-Y9gZHqK9#8pM#;evk#_!;+yC8<leSXGR+Nui<dZz)z6L|i!rjU#$zc`c
z+I-|6r>Uy(F4jz9%BL{5r1J8W1(8R5Ep10!>DXW*vS6vdva059-^bF@Uoewj3;Q@M
z>*HM8#VF$X`K;L}4>gy#@-OQXJJy+s57d2)?0x)hqkS8v*6X^DZ6iOXofo-r(8}~5
zd&#r@^dj#5?Gil;24Z$0W5OX0{~;MGK<*gDMCAu(6TiI`=wBY=6s-J-#Me}0v5?N-
z!tI_P!@Pi?7&y-On8g60$eXQD8;3vP#^}p#JLeAt*Td-+b`BYQCzn=mof%MXi>`jC
zO%ZGmoO9Ow4YE<7v$0r+ddv8bC6d2D8wsHT?nGaH8^p&?LJk{CV2XRdG69zCS(O8#
z%j&4*l(iy)lT}5|7)`U^=>2I)md-7$MQj+2U8v6%E5VHGq9H@zOU}ephQ#zqq7OG?
z7+)r#yRiwK!gghIim+QVXOj|&l&J==zr-LN0;f=cP?$du2w!m^;sgK}|0DBYL!fN@
zzvo@syU{EWh}`f+${i#;PeS&C1>af*l6NV`Hj3#6!l!-aI1sMVts!!KJ1Htk&^`A_
zBFY#ZBA;yL5D{@!p~x(7kZnqvWCu##3`Ql>%6%fnmBQZTA}%;jM1f{%y#j%pi!nox
zInmMdo{HZ=dj0-vq>yXXD{O*22bUVzhSg0760}V_h4h^?UlFJKi@7g1XwT<u?9FYM
zY6+rg%Q&`^q8AN3YhesszF7-S_i2K%tA6)_BK^K)T)BoG&B$D`xEe_~)uDphETM{_
zfhx+)JuJX`-}p%Rua+l3!uWT$jE1O1gp**<59J3T1yiQcJURw=?(~-&m@iidZA@jV
zvav)So&^%1x0XGHDZi7e^m++c`WMX$s`LuKS}0{aE+c>%#^@C68Z|S(Nh9ATzL~Q|
zKz?6E3Tjg~5({yPfb$UC+^E(^v)LUC<$<3^NzNZ4Zn*dAVn^&+$6f-Fw9^G%keq~@
zcU-4SW_*ja8CsWv@#nCr(oDr{)PccR9oP!r3|sSp@3<f;x~khp;L)0;iT#$X4Gmw>
zO|6fEuw3+bWNI#sv9sW`&O_d9TfzvfSFGEX+m%Ba%6z4kit5KbYf1tP?_#Yv`)jvD
zU%xcB!TwZ$eo~45y(XS#pwl<`cP5xZze09~h?_>F86pxTqhV?|Ck`Yme|iWkLXf}7
zm0<Va1+1T?*I3Gdtqbp_o0LyK1F0D9;^wgV;9VziVl5J|uLU*Kz0m-IKrcNeYPi=v
zn(QrM$3&t0Sa2?vXZeI-pC{>L{^OAmKba{<e$Lo2oMYcedD=5?NB?F69MUv5D6T|V
zt$WDNQD1jiDWM`^W)@2#o}}t08<Kt_RG0{pby=ZrcEd=@Q4Se@@@k8veh3cUE@uWN
z_lN6(JWZ&NZ`wPYf(6*T8~_W-@SmyM7Y58TuNV;KU#bA0-T#N;{>EO!<o-Q>6uH(b
z)uJI2s`mxeGV?~{9}^oR6ufBPvH~uT*_K5&#@XNGv3g|LG0;6amC=!+bID*hz97j{
z{+n-CHC)}Z6|WspYm)H<pheO>Y$>g{)P`A-^z6wd2KyReI9f6&zn+o7tqo~7P;Q|J
zoEOUF2~h|T&A<{NEDi4<@ae7P3?qrhhm81uL`b9a09tkI0KrG-uLn12Kj^dR6};b*
z(Ln;lBTpqL#{_t`gaX27V&HRI2raX4y;#Cn1=XA%8FaAb{;5G4jIt35_`DUw=v$JH
zEo)XHy%7C?zf6E9|F0t72S}y=YN2YORs2f;FcCA!gvkxby#l=|$WWv;l#hs0-ixse
zbXGMjl`-C_;zf7OyHruO%DHp5Z!DAO7Z&N3Ay{-)Xl20|3=GVt1@F*7%Ia$*E+~|+
zo7=Vmr97tOgSP_%fp{RWU{z15b$0(;%;`9Vh)j{e&2}tN=DmPV@f^&VZw0^v6bar=
z4Lx?Kje*4I&;1FBdTfirk>!uf<v*B{QH)VGRu}Lf1defAoxhtClR<zrsZ%Pc5>p(h
z57iTLg0mfJnNn|OObW)yz!LNCUAIsJ+irZN%4_`I#yRD04gA|cA8_m+j9UN8MS9Ue
z{`D9>1cc&FC4sv5!l`$C26I^KU!$hSO@xRQnEsxxmNX_W`hOZb%YZ2RbPo%NARr|j
zA_FMhB^@&$-Q6JFEh3?Ww2~vGbf@%?(ltnoQWAo6cL|&a(A|Cayu0V{bw2R)Kknas
zUBe9V!jS+F2dUQu7tX6Tn?-iJbH{?Fct>)+i(XwCtusA(mn<^VR`rwE;62?4$w&w3
z$UF#~e1UBsLZ3B_(sVb`@%xmb3z5cQjL0(MQ219*tUH)F5kx3QQcfK!;vrKgHilm%
zNwP_&q`$&H6ZL69oy_U8o)Vqg8H@#vd*OGYa}{=?=-RgGD90H0ZSWxta7G^!p%!_$
zQ8yT2O^}b(j`&yn;s0Fk7eVg*FPjxm<n(d<(fDqLYJkT?-?Ey-IS~|x>rOGqNjRld
zh);`gVEBo8OegU+uBVpHaT@odz-;f_V+e!MAmzQ${`e9!a}i!N9?9bX@A4Glcvb(O
z?F?q(?6NjU(VSIDkAf>d-|IBp@DHgatJ&_tyRQLmCqy14N*Esl<M0w*YMMS(oP*54
zal%PhE^FHpa7PqV0%lx@^iOd;pXqLQ%C$tWM>Mn$PJcr~BGz@(eHO25eNj9z7C}8Z
z{aEPnRfm1X?+*Kz?UVLDmbKsQ(bp)jn`uz_0J?a_Bi21eb)|fQUn&6^B5s8)8+1#g
z_{!|O72R**TvVTw08n+T+0Zl)B0o;@Al1=EjRp8sRITeZX&I1K3fys2X<KyTte{`e
zCry!+Bk)Rx$$Rg9E?=gGHaFj2ol8L>$6-MojZ?MkoCu%!mP1MR1BH?^#g^rMkY-vG
zVnn<_(2$0#tr|Y}Xc<i2{i^l5&*iurtwrP@hpgG{Zd6n4LBiSLr3n5=!Rzt|(4_hw
z99>tak3YN$#t5PP5R_dle1WQ<WtV()J(4=&X9m$LFW(b-cI%rbypNPkQ&jFvWDR<-
zOsGOo5Uwq;$QVh5A@Z426|K`P)EgD7^IUbiUr<ROiC^*{Bamd_*}zN(>R3jns#yVu
zk=+riMur6m-u#9|vk?~4(h#Q7W2d$#(C+>LQfAq?d<RA8i%>jXgR6v!)z28z7wqzC
zO(q%jG$Tsp^q3xbamwe*Z=Jmv&~t?uf&<+NLS0Vkvpl#tKH$CXa)`BE-0GMh-E8_J
zrMkgZ$w=&n{<}jjqN2Y^UKZTit=$q)!)l}Ik4KylHfzIMl9Ys5NFOQQT$ysRzJ>di
zUa$YluT%E0mTGv$yz(nAXX4a!B4@8M6AVT{Wz1MLhLf({4x}9W81^Wu3ujH1wy`22
zLL#Ireyy`|lLDO72X=$3dOxSJ--$CsYherM$cVadbUw>l;NpMunSSVd5vx~M9W<wG
zcr41yEmxXzdSTZ$bFtE_Uog)OIxAxp`l+y(Pi45uQ-2L(`9JsVOZ~&6b6sk`9-YKw
z+iU9B68Y&~qSop?L4s&vpAWaA7bas?871`^j{^wBm0JdxpO$-b2tEvoMz7=(Y15_|
z!*Wum^#My1esC042p4-PgkTkDW-oa*>R;Zj;2!5x*_$-i(2*996cefodLf{YWqLdR
zo0LNy*nOQA+Xg*7Jqc~p_}K^k+&2kmZ!BUJ$h^fj_<&!d`RTQI`;1$t-$)t+<bD>a
z8+=8*+=gOb`o6!*P^+ro)@a*n4>Jd;o3Zq6?6Gi1)1AMJuh&+kzcgE4k?HyZ2JI0R
zp<85<dU;O4p99H2L!IgHy0CA_<4@5RtJ0GS-qMlVr00*kMWDbfXU%mTPYv%s>rNuw
z|9mG#g+bsgBqg-q>8OrVuTLtOik%EaRSmwLZk8!(Hwb<%K<H<xMzg9}OQFER;u$7k
zMxl%Lo_p0I?TLM!dL}OCC_d!`siWRP7kfkA$Tu2{IY-I2435(qa3Gx5>t-;y5kVu1
zqyB*8g!c^2--ca4?M;5QaG<RNLN)&e6}&o^-;0V=UK(}A2>xh@t4^wE%uc1YRKA(A
z@!TtPI&#u@?gd7T;73|Q%iQR9h7BuZci?exr5&6M&E*F<_@mltVzKyb67rTI<;+xF
z!3yb$=FF*Y<lJ7hN%9rZn4SnEzna6%MJ3>sB>sF{LW$R`{!xDl%QDX}ocj(&9tF^&
zwYN|1&9T50y&$w2Ot04FKvy-;h_Ljoo@SOTCVfzXFZBwe9~7w)xrN?V_N*Vhkp$FB
z(#pYOEYPP6PY(hA>q;p`juSAv@c(6{5EJMWNQrmAH1vDvXq|{x&}DMLDo!-XvS%sZ
zi}z3qoHdS+$zepyR6N-L2FSU7sd(zxk@)pq^`zue<DFb_uZeeg@u>G0B_~Qp8D0&=
z#QAq5IZ_l6zmg*GLnFdH9|IBeS18KeOWmGlP{cLJzU^uQMu}rvWJ7`g0cX!tXXbCa
zqd5h8b3zBkFd|(EVaa;8dCbB3jKg89!*ER}-2Q3~y%t!aPADXEvxqBLS?6OdGAoq<
zEif6Pq_(Yo?T|{6HBsjZ<>isW`+d)D>`tGQzM#imms|gV)Sxx_XCkPRlco}!j1XXj
zN~xPZ-_$YfB#Zyq;BsI|*slo&ur|ef$&&UIu)6$u+3{g3bcH^((+yAeM8$l0dxu6H
zvUUI9y4TCd6SZG5@WJ9qY8XKmDJpu&roxy}##xjBYThgDq<zFRqQnn7n8osKsr~#Q
zQ!ykE#BxhQ0GZl7iG7U@*V5NV8LcCHJWF^KcDFWqR}yT4p2&ie4T4)jswsn`sb+a5
zH)G!(4I@A8j~HYaXeU=k7I_tc_OELn7n%MDC!;^}oEtPmQry-;YxhZARyhWl*9)FW
z6w>fX8+yzfQ*oKK;zi~9%=p}DiHeAWje~n_8o~GKD_3;mSD@eO^-JGrL5s8)vM&@}
zb5Au;SwjOD2rg#nXYXrtG2v5v#btfv5AjzES<(H#)1H27k1;;|)>$QgOm_Q)huf;H
zzJX16!z%x%HrT5yy#<~D3g0zMV~|_$A*#$^8Q50#`o%BEgG~khVM<ab{wlD6tSaK;
zp`WFZzobd-J49j9RsI2=J^>i@f5yZCVy^31+dppI^-Fp)+{<|3GuqN6Kkv^*0Sgwk
zytiExdr$T=Nh2(d?2h#-E1i6;W|?dRG{UN}?nV8#5Y4QESYPETJaCPm6}S<X%wiy!
zEB(;7FEn9@k-DT<4xXx8R8aX{v4ibEB|kh&h;IKA{}1<&))5Vvv&{8QYAO1OUu%Iz
zVG}samkGp!O9Si;L}?)vQ6wNSo)~Jy(&rX$AqmFSQ3kUutVnw`l?=1r2ibMa>2a#X
z+xiP>4DNV)tY%~4%5)A<3%1}+dB17QT3RPNTrdMxa1tpulXlE2bKy<#91f_UeNGd#
zY!iy%7A`c>_k=ul$6UWWVMRYYPS^oD^)7leJgXI-oL6Qx0g~%=hD*UMyJX*Q8s4Y2
zGBT@mxuu`?tJZjhw`WtHxF!_Mlw~(HT`5I?cK`P;T92*O9#;<W{&p(>7ZnkAa(HwB
zwD!kLG3+gV?N8R)17O|&Q$fz>)NSouBZ65E>KF~+5>5ddNkUIUbHD!IksS0euW|CU
zI2SM1=3N(=^GjHp*O_vuync#bX-RzHTcv)+E5lXI$6sek&kvwQ*@^<rt)U~2Dt}$_
zHJ>+oUpiV$dh1l%rG})in}7eR<@-pn@Hdb_`!|rGE0WSx48VWKWZO<ZH(Q|e6wy$t
zI4p$D9CszNQgP?;B~*!^Q>u8dtP0__LYhn{$b#t@C1=+REVEz-IT$b|P|Qd{_rZaW
zo}*?~)wG@Z7dT@!2+*0O6TJmuBMFYIW+4(Z$}PcZsR0i^!u*hD2HRioVoC+6j+k&8
z-xZfG=!Xc(@D!{?qzia-+I#4Q!Z;tMf|yY0(gmNoU%;P67=PL8*Aveo&p`}CLo^HC
zNaLDoV8>GjwmA-vPKngI?0g_=NG^t>P(JzekeDxf%XvWJ4R}t2)?P}x#`?_QNQem}
zdbzTM{gJzXZYS&hV{EFXnZGJl%F~v-roA7Jwy_V2^+h-#y2X95prbI@M$N^-UA!wd
z1l#E_L;VQONAA^anamstzcJ6IOK8o^^!D1!ckihxVw0ULePiIsi}^CwQRrId1b8~?
zKfY#(px|)&b^L>cRN$HPjYp-u=NEMHqm`YV2+$D@)R;4mN2w)G&yU|Mg?6Vrabz`Y
zz~H(rtM|}h9bGhk1B^CNA~ySo`<-TLXNN1Spu$l*yGs=SB~hwVp#qkQa#C1;fS)b)
zLqNObYEfgrz8l)T2cBc>cwUEfqdTS7ZBqD9Yqc(=WP$0^TmbI@$x@<fgsI=^(<;Jg
z%lq`nuKE0h0M|dT2SPX4gD0~$*aPg#_N$5oEi~)js`H#B=T%h=#QzWMfw!}zw_9l?
z;@|;b76^Ij<8%LlL8E(>wSd|<b)0K7k>!CIQi!?y+9x-Ma8}jguOj55<Y$zlO5SDh
zJjE&uf+JGf(+ZJ3>cNXe4mP2rsFheh@#w@G6*=ipWXWhAx{HfGVV;9n$YKju4w@Eo
zRkE{kgp3r(DxV<xtRh+oaH(p~Io_Bp4ncNn78%=v;a+YfpxHgNB(`MpBpEBI@v7%&
zty46ryQF<yBb4v^n*H2Dj2l9qtbu8IenI3(gvkxgc8guvc5i|MFXlV#*_w{8oEG8T
z9mGC%$7Sc!XWl<{E6sU;piE>CQ|a+HmiqeuibV9Xbq$CPoc26cfXyXaYG^c`b$2&<
zaupRwEHxZ4FvwI5eE+@hqV<yEKgy;XJ>T-F=X)z`v3~MVBwf;G`v2)PiP*wx;PuO`
z-q8v(2bOpQt^eXQN$99ctROPjUzqu7KQVog1RPi>pd)$P^ndF}a?b^AuC>-OtTG?)
z9sux?&t`9ck4rpipWptxAW--}iFCZ!Sxjav%%itgf**Z9NCl`Iw!`gs{E_57gR=m~
z;PA-TX;O5{=SQ3xwrHNhD|z|r8Pu@hqX;VJJt|f<HYOdQA-s7rb!cGXs&XttbF|Ot
z+Pm{6lG0m@L`q5ML{`uff&4opVzqS{-qV8AD00v<e}yox@HBi=$?nmQ^ao<Va?hSK
zkw_JUFV(5Ww~YI^ASHcB7Bx*9E;c(J$Dm@1Q0;$Vq=&`56oJBa;8}phW+x(_y>7={
z3H2$g;;(>#ZQF)($dxA?{jp&AbQZF+D{Z4>)fBav=KA=9*mo_~+KchxNd)+yw+RlO
zCkXV*Vuap_a8H7_2w>I{rF0F;l)s$x8#iqeBfPuo=%mcWW&CmlePTuAh)AJ)XTly{
z!oetMt~-OFx=JQ*JtB>%s}U}Y<=~`(WNG54KN<wcOPN90bk;LRv#m$qpCN71Q!ggx
z0qQ>B@^FK_%dP?H*VZH0Ut%xLCr@8HZC{fY^cpMi!+H5kYIl#u%PYje1%>X<+<#pA
z)f0bw@f#WoHqyoWr8?NG1v=I+Xn8CQ0=Z1=GkI><H2gS%DyFcvCZ+2g$>N1(<fW(A
zm7)E(D)|a6<$_#h8bz(<b!u%61VO`@(%B(#P-p@)o|~H&D62ObH4FO=H2df^hU{<H
z_Ox7QqfI%Sj2-cG$}>EaNOdKo)YapvUp5-v0vfHCfdB&7qF)ywRUL$>723T#bXH>r
zSdk>bhTi8JykX2bFsbRiS86w@BBI#00#Cu4ezP4`IHhZsd);y%&J(NiPXcTrFLr71
z>gFB4tbflRP1k+?D-;SulmLy0%vOhclFKg>kjqvh*CC>8Vgi2c8j+^(eRvUny_-|c
zzt(RiD>u@YFnaN`pq?|$tafkH5~%n7uI*}vcU_@_#!8KjfP{d)*TED^VN9`?*^k~C
z!y~^d27y{Ij-M94%WBtKEM&ifBp6d^Q(>J>DFH7puhBt8eI`Abs6*}7w{bWB?wUBz
ze17+eH~?ikn^16FWCc(PH)UQupp@%ScM*&R`8mwy_ww?yj{#2=L_=d-$=A&g$Xozj
z<6qADOMwRRE878Zv-Hc1I}Z4Sp6}2#&%o?QL-0_Vj!$AeiAlN3jz*h3f<uH3kNco6
z4^Dyi-F^zj729J!RtESHmh_!|RACY^E9I&|U!Kf=6V@f-8uB5)LJ=n=ls?G4WhPH)
zT`eQW!PNV$FfMMU%`SmRpOSCcK7MyB>@(2*={ABk*$AGDUB&%uwGztETZWiJE|6GU
zWOH_t<(QwHE*&AmQ!OJ!y**ULoi#NFLk1lQWWRUD)<l6YyTFkt6jB!p$IKLmn6ut%
z2?$sQ=g1@8a=et#xXVk^Zb72w(`RGMmqeN9J0OJJ^599ZO2wvY_}V8|+BGh6OFOp=
zlNI0tiiLa$9sRWj3`(b`e3xUVN>?@Ddb`srHq=G10*UC{Vsg{z#@3XkUj0eI$LZpW
z7o988M!w@KD{h0ZR@VUmO|V1lPC6u9v&w_sK3)240hRBi+8auNewbhZ&=m_LEGzTp
zfw08RV4Lf|l~bcLMO`oMo}V5p=QT!<@hnq$`Yna#68#eqka>d$c+t6^S-kcV<T9Ys
z^}us|42UfFb@m65e{&pf%4~wcOb64ZsRRyZxfDNs5BBX!=9w2b*ucE#-J{LDPmm~;
znz0xnu4`#E=<5d0KC7B$9{;3Hyi$@oS-}_O(D=lwMGuCaW)XNFZPig01})NH2<k^~
z%Sgh5B@Iz?NpzrjN|CIM$ZO%r$zi+)FV0Xex<|J9xC4El=W2rOpv5mcxMm80r<>7{
z5f4#><(N6T2yLXaSvEoZsOsRR3zDG|O6oiNWiKZOdAAn=7AQZ|I<N)36p6lEY7J5!
zrsmf}7FQ9-2NM4h-Dt?y^J)Sf2BlX1N7BXR{p~8uW{REm$P}p=d+Kf@qzP+VOlSL|
zh_Pvv-0*e8kdM;z7x~cHTrpurqquu|DNvVQ3Fb@BfcNQQY$2KibJGNpB=L^j`dR)p
zK~It3%MqiYsO<=MoZyDSO5?kbwe@FK?@wZ8IG@5<Bb`!FJysKi7rh1<*FOx7^)2S4
zuWn5!D`YWO!N&$#tz8<?S&S>kTDPk`pA+EArq&vNyw;arXM<G{*B=<5W#d|dq|$cN
z8U2XP1K?U6Z;SDmA<cW{kX&d5eVvLX%jZ<j)+&foAuO$){!XH(NqTzdWx!_#%_n0)
zEk%-N;5d7nYj&b55~`7-jKnCiS3?IVhnPA~A{y1?JNys%zD^BbN9!UR>`^y!1qiY_
zFTJcQDuCpo-^Xd&&Y)NC+Wk7UU@M73xm-^>md$A#U70I+0CPqI<S^dW;=wljx)Z`N
zm^-D*No+HMfrmyb8+^xCl}eHBzdwnf@C;s)@N#P%Bq=u6zL;7Wn0hXPoHHRU3p&95
zGDXqLQfIBW$)}3+*T8q<c-3Keo~Cp{S*Adi{3Q_G3#%@F9#N;?H8&PRi0_y_6^)FU
z7P~$uQd?;xVwRtN-}ithZ5+w^19tZ<8f9rl!XEKJ4EhYSIJrCA4j4-dvFbgc3&GzZ
zKPi7wm;c`V`0GW!hQR>r$v;bKZLl<}DElBXL>WvdhNs0_fKb?31r`!NH4Cv6eEs58
zCv4x9-!pk$D4VPimL(6j#73CYAMfjXSSd<CM^u^P^VMF*HzUeyi-HcrD3c(iV|1{Q
zL-GQ`+8GZ|7m5SNGs4zQvhQ=2KBAxd9<RYlQg^Z;g3@ya1CPo)4Z1g(2Aq=)KS;Sb
z4qdEu2wPpN`2NH5@%zvfWWjNHcjot{7Wak&(x61I<H{4it}3t%Hl?X};m}A1B={#-
z@U1q+#gQkQr(pv-yq)MPq;jpfj0|E?%ZI3uG@Z7d%rn?SA)Cb^wI}#}&6W3k(LK6<
z5I-DP_phLmjLJJ4miggFNROd$*3m~1DH$(Mppl7dAhbIy#Uw^EfkX`#4E9*-5iE+q
zVf?-E^taD-EdI_e&c{40g`orKaXhawZc6YyM!LtryL9whIi8d1rD{oVS!N>BclZJs
z{xF|z(CDzR=4<y;>(q?3e$ieBOWa(!sd(DVg)Dmveg)Kh4s1J5Jm|N67oY5h9n=Y-
z^JzI{b*Y38KgukMvHV1AW}kc9`ftbc=RFHjrAoeya5Njy1&_|!O7gHFa%^8&W@*1Z
zPl(GW2(OA^MNxW@O$ND}r^XYuD33bJ+urNPrr2C4ar-0Hv&>HeX_Bpzn}iteY^w#s
z?5N#!_lKX$z)G-3HS_@nF_Bx1?SQ-GdbZ^1ccwQp44!v>Z(m(YHyLdH_EMoly#!Ha
zpsETC>)$raw7O%pIhp~6<iD3Kd+ysBYZx?BIYzQb<ymv?*3BxA6XOFxPST!Y*hR7_
z$dPjkpfq!|RR=s{VUR~*Xlq4T{ukqVQK=iE3COLN9>d*V>hu5GWicb{vx;*-W%-tp
zW80Lg#a8|lsRi@`sHiW2yi8d>5l}r0f|w@j`cFaY2eKa6ArUwod!s_RrDlTzJhMnt
zJTP$s+Nq7qyQcAHABKL#SopKS^ZWb!x2GMNP3E5bvCiqvS!4j5uxDF)Ph7}i&zeg^
z#yP{^L#jn@SW%!IV>2KljM;ynte44Oan;1f4LdR~`?WS-`G7LS<BoTSaxpvpi$eL%
zuR#1SaGmaNFYKRto&yL&#QbHM-_=ABY#_x)aR+WUC)|oCz(+q^BT6EA;w@)A?o0a2
zvQmh8uHPqA+h78TFXh)t(wYC>pg_+qqNiz|Ic%Hr(G~IIZ$ErF?B!Uh{x3W6NVuZV
z$h$4wj1Aq)D^4o&1@<nS2QS=@`Ozlv3eTOLPJ7(J?2`k7?<<WkB^Ts~m7hKqEYYzv
x-liQQePDJHe8^H1(+DB1{RC;)y{>#;QXz+gmta=$6x;&-WFU&*5((qi{{yeb7PJ5W
literal 0
HcmV?d00001
diff --git a/log/zPythonScripteTest/err_n_plots/IterPlot__noICVP_Vp__fwi_FWISO_iterate_m_allshots_5_5.png b/log/zPythonScripteTest/err_n_plots/IterPlot__noICVP_Vp__fwi_FWISO_iterate_m_allshots_5_5.png
new file mode 100644
index 0000000000000000000000000000000000000000..d49586eee71c0aa149a482febfa44028f7b44eab
GIT binary patch
literal 45337
zcmagG1yCJbx2~HYL4!L15`t@Rhu{|6o#5`S!QI{6-QC?Cf=h6BS=epzef!+{&)t7r
z3Tjp@R`;U2=X}Q)?|3Fb(vrd-VR2yJy?ggjR761b-8(R4;HMKB40xrJE+y~XyUGnw
z0bY5h)RQ#F)K7g$FY5?3qAk-DUxPBCqeb`#VJgFX-|5<1PB2?xJ%)x!SZ!FbW=Nc~
zZP>EnhE~yaCF=Q1K*TUafB)<SjUqw`<7*RM@{wWY`B9hmN1K#!i6L`gnR7eAb5?m-
zIq-FweCPslZo@2ik!7SK5{Mk=h0BCquL@utwu_JSCA*amKEpONEcuY?5zF$5fQ>Y#
zlYXSmsWBl-mW5>4C)T;B2C?)_GzJ5%-k&%RPV!YNaeUu*m2ZFmVSF#*xl$DN)R!+f
zPmU(FSUH+LZBLf3Ps}Jok`<N!!WW5eIJq)5P5UJw!d{FVwF2R_yekJn^J0c0F3a}U
zjFN4XWD?5HFXL=FE9j(ZoT9tc<0KS6`BL>Ro8`!U7B6w_Rom`Pf`%QQ+-0NLh(AGc
zVBL!DwNi+FG0wcom@xKd;Nye-qW=-<e;FiFl!c5J@rDu94R3j4z>Y@Q`KeU3a=7g)
z<6wpn6clFVlx5XhVt>iyd!hK0M=~piM~~az6H&)+{0X=foyHc+l;gIup5_`(K*8xP
zDnAUqwWhRV=aukjDdZ$}w~m5PctCM6E`U~J*9?=)f}oQjP31Q9eY<2Fg#SJyPZBm&
z8P$FwOoc!&vA~wv*a<x$QZy9H-kl9py+RX*Ar@eB#3wz}lS$vZ6*@~^=fcB;B_Yq+
zA0}<QCjMPtq|q!auq4Q8NkE!LICj#AtWC&aKe1vZ{vCDOTI`cJ5~D)|R7#DG#?S3l
zl|BdVRAdxBXmV3lr2jskK<-MQ^rBe7O7Ozu>t&0^YMWr9CC4L`%m=MQcHpB7txfa7
zFlVLl4V<u~z2u3aMNmjZBgCuf8y5@;IEpc?=y&IQ4=E3s?@y5bcx^t9KLYbfLT(Ez
zIJaI$(r#=9R7(upm1fBQ?XDyX=p;eJRvsdlcDJhv`PZ2;QjF-2p=hfkGO!EMDv}m8
z$;3qG^5dZUVUd5CuUeL(iNfm56Rm0_N%}aA4n|B>FUQECN+;8bPbx#TZ(*%3ZjQ98
zW4*NWh1iZw>HeagNcamzY76Vx5ekCWiCk@uzGzGAcd>|W>@Qz@Bdh(v|NGEij6=;0
zZwW^FWpHEKC`(ipUp^-Z_RpCtr2b(rq;-ii8j`y4MR9!45<~__U1z2m$}hhP0kyaU
znLozGU}LM3AC=rpwg95mi7VZ2%P${qK*azhg1y3tt3WM$U-pV*njG^LuI>+pooMkC
z`Uh7$o<$V-oK@YQfx^}$3TfGsk}|3ef+CwV*&LxOtY3+Ik!0tsKL7W@m+-Tm4J@}z
z1Nc^<n;9C4)93qIG?Nd7p+6J8o2p;w6bgY?DCkGVo3jfl%+00+i%@~C)7mqMGxf5`
zdT%%bprz|7l}|+N`(mKs#%`+uN7#EJ<z#|s3$HS1_U4G@tnh0gqV!N)W$p9W1;-C*
zzIX}M4xZN&V_j{X_~WT@<#5VNlUAe5v7yY4^LmrDq*+JCM)yK6<yi@dK!3?C-TeN)
z3^3LT*b5DFm-fFXJ2NY$j+Ub|$HrafDnpWlAy?6(VB5q$@6wEgxnNE%Y<p|^r7S{g
zEHdJk&v7`?r3_-agW44l?fbHu_jitn@Xf?N{+zOI^x*8OtCto-Q^_N+9#%$4EoHEx
z>-RoIiJ(&=TS7^u3_2I4)QUFp`=pv!E*($&xr<k!0fJPpphy{}n_#8SN0_(a9YXkL
z7`uVzQ<Q0)?f(D&sX~G_wNyE{wW?2%_Wi)eL2F5F49c;VEXUDU(@;?&C8JKDjv}vG
zKS_nmNRHCA2+iI>p$j9fi{yyj_lHxpBo(jSs$Gc5$O%W>_wi!JFv*WZyQ0~_v(D-+
z3q*$!#CSip@Rj(;{*)snv%~Q!<f@?+GuWx4nOF;hueb;nsA)#i6m+|&5!!H^LXPmN
zqr#Y#XU6{OOe09DH*H;S4xpj4`4bw6#3!QC<MnsQSyz6O1A><`f|-iv3|B$D?ZB>v
zbqD969d*#ndI!C2d!XA%cFZ`Jp-sVDh1$m3(ZdOUB2uI^G{_0zFlaIu9IcK0sMOjm
zc1u4X59xWwNOIOP94%14&Ctlpy!`yj`#=2+&#x~~niOS`Q21`-;kw94cGq4vH>z`q
z9()&W1#Kx9vf1b4{b>Agv6$uuDx1bl`FbgE4fP7gc`uqV8pVj!4$hkf7K2W4S!_xL
zvWN5~p(iATLh!IsS8mkFGKOf<q4uReq&Wmx0?7_C`?RLWjeczWE^_qBX^e}9@!mIi
zlvwGrMjB~q)U9hKoFNISK8j@}jHlcwPHce)Agh%#<BR(-o88q9hbb5iPs~W32!Ete
zP0h}qS5H5WUV~NPpbkb+{D(cRP-9ck1ym&b^ydXraC?YU>k*V!FgGi|WOFi!$(RxG
z@-UIWLv~pEmA%bn_1#+#kexqnyNj&Sy+e!2-<==GaH{*gS|FKHWATiEjLmGf(Fh*k
z=<(c)|E7tur>P!?Pz+6v1Wr}I-Ionw2yOZggdGghnvwtc^$#`!b#wE&z*Yv!gVqNZ
z<YGL<@|E*T$}54~;^M8C0fH5Un<Jh32Z%4eu^b8t=%j9!8y%~U-hnHxo#IOB9tPcb
z1a3w`Xnlk>D^-6?O+Qi(rdYPKJcbDp+DtYgKb|~#?dl%Q=NqQG|7qG=SFO@{K4eO{
zY;x=H;DSOtaNX{$B6$7X4i0sDFj^z_gB<+J2m4xRvecu|uoOEnd#M5I^~5|xn{zt9
zl#=?73fK;o&a#-*W6}doTv@9ONX1G+hMj|B(OWG~<%A5!-(Y`G4I?lh!a_thniz`(
z-UnZ3q(ND$>Jd*a6!J+g%J5yQ&WWc@WAS36#U}L@ls(g5G-{yJHyHVFO?Gd@F`fBA
zGc=~7i%L5fNt#Cm$|v60&lse29fU#MT!RUZxsT}E*qI@gGpP>~CFjek4@h#@>nwl2
zzelamw7D3XQ&`$Y3CiB@@*FpM<Qdj8Xlvf+=iw$K)N0%BeZF0#%!sgPc`j13bfr&W
zIzEl3(rD2;Si)x5eFm}IW!PN))B<ghK3-1|4mcb@%rLd%0Ktv0C*WkB#NOD<%;T_V
zQPd%c`T2y&lsRZHk<K-I&G62_#$sjGX;ZM{`Hw_|1p(ya-C5n)Z?1vR#T>15#Qg6v
zXwSgR;&EK7t1+ZK9t?_orxgY)P-JAb=i09Z9ql3lr=A;mMC*N)O7p2xr%I@c^DB<+
zt|Kc=XCWdI5<7d`w$~Q}Ve9U99?J}^cWcGM_-W1)>zYQ!Ll#T3P6sR=uQ??XulEDD
zN0UQn;D56e0Ra*`_wN;&Tmsu=Y$2F5>Qf%Ob0sY8_tPANvTABvJBijO+pS0Gdzzkq
zG?1}bEbiA&UrsSQtkgHj$O!oZ5L)*sN!M)m8txWd9g&9&u9P%v2e$f3I2@P-JKtm`
zFi?a9HT}8>k;MCsXWuHx`8*3-1}$hXi1d@}+^P50eAyTw{l)oI$HSb`lFBPCYvtX?
z1yA$!D%YUFdUI-?)<arr7`RvBuD6p7LZ!MKZkl_i2@|BuO-HZF)RP4hJWWdM*2<Bx
zhu|?5PRuE#rwp;`NzBc~y}FNe)VUARS-wo~X*p3kk8$vkS);kK3t3d{e{0RollFr8
zm^?$?g!47fVvM;>6X&i_hFmV;BhAXw{WR`14U;O^;YT_pyDMp1<9Qe{5PD~wKvq#X
zRPo4`1B*Es8+Nh?@zglFL_u$;{X;D=j6q3ko`%kH{Ptb}N^)~=n+QrsT{&XXa=qN6
zXMbh$(mEv{R9#~uya*VZ-5Lu%Wc&c!Bo20qJhTfXUmw_2SE3_99$Kw8&T^}o&;DtZ
z>njYZ(0J-%rM~#g%tX6&_XTR{qGs~Nc(DSmfZh}D*8l{(eX84RTF+v0CtG?e?XwB@
z+kKv=3uNS`t8zo0i;L&6j<d;wvaf$5@AlXFmQl`1UBuIq+ZDsqQ)Wy&*36g0p+C_|
z8^;Vh82(;?txS7uV<`>9>s5Mx6UB$X2v4()cK1U8z1yRZ(%`tdBW9@-ZY2TGb&(Ht
zir?38tfNQ4(Pb0UlG}C5!axBT&Z9ZVAxA3gzd0T^A-qqF6nE*#tK!foKVn<zgfOAa
zrD#B%#OhMPvlM(;D0Z9hvL_&7(#P$@|4f#yB2t1i<^b32sHDZxs!7~|3vk3SB;@rw
zNv?-;qP&{}IXmC(ldb6+Ty3TXIFVc4Hs<%<@MLUL^biR!Ng|S=pOt@JDaLi-mL!<}
zAvW;uiSSQ0ez}dWD(BF*ECZcrT(qwV`_YK!%E}l*!L^DBM2b*nn>AeXq6*Mcy3DPr
z<p25sj*bzZyl-obT`USC^Ngb0WxQNpK4o$gGl$MU!6)6`NrUxXo&dGN{=&nU_*%{I
zLvJ2fh`W2t?pOZ)X_SLKGl^DNg1*@W<#dr>hfmC3Y2DG~akIV2D`U6J2!%f!^Wa6O
zG%j1TA@Z1AUt_MXH5Od}a!d8}<9tVHw?er}Q-B1Y+hsCy4RWr>_VF`u@D}20#x=$j
zkKNQrj#pkj>NdmQbbcz;V+o2tu(0#TvOfKg?s>UZg(1_a26rm-?epZXGV#BemVj+<
zFC944Y{+1#5+;pCb3L{7Gl-h@N7`3HK*-ab?h}0l+n&c!97$px2>iX5%(c&S?x^4Y
zeSnPZXKzY3T~Btu0riFC<zbMrNnKMwl4Iw5n{P6~pmheLnEZ=`1hsj5LHn5m7Eg7f
zO9I5-A`C;4?cx0M`A*LTZTO%1yKKMeX`)iiwu_<yL(+-YJI^1M=3_yFzpGs57BH!6
z$^ZF0s_UbLtHQ5$=utOE4L{PD9p_8n;;Ge0Aqj9u_5g8S`3;?~!8~8S{FKnaxqACL
z@zNoMrm}-lRVd_+2tLuAeVpAtA@7|Pk^)t)*EBfmuW%!ct@<@Bd)wfmWhv3Zx}!#3
zOd<|B@~TZjHF93HM9b}Nu#|eGG*&3?ODu*lX2^4#VZ9p+3GaFS`<-N~6(E_!dp3_f
zMh~nZX%>cTKa8izA|Do`o>osVSA&spKu*v~X3(QC5m+_R41veq8fJf<7W*bLV`J?`
z-<XY*lck!Qf&cJZqzL9*u12ixq{P<PFTlpn!D^OhAKpsi(?yIR%6>-LKwslLO*G}G
z6wgWEUb?58z{^Evh&_QzF0plt43%2_=^?@D%^!kiwPiG0;o4fgj#sS)^OadL!pGyb
z$J`u5vfJ-@U2o|r5=Q`j^<89_yWn=5(k{>AN(y21UOITNMng$i8A=qOf>&xvE3@JH
zOH1}CwC&f9=I>KXOeiWqn@u2&5*nYkG6;zyeJ{=BPyjh7yHSF~w%_<v88sNV(>Vip
ztm*;=qlu35ua6g6r%ncQhhcu$@zh$5Gh-3%AO;?H({UXj2kb7X;Iyo0`(QUrPUMAr
z2=m4FI5LLYexJb7C3j3KzncE42o-_6-uH*#{S1NDdDzJ7{q6FZ<>Iv6^G8Gt&mMjs
zsGEcJ4y8{chfKI|?z1j;<<E-|9hI*y{2Ui(sei>xFW~xA!}Xe!Te&2~X0)-nSzsy_
zt<B};{?8fh^A=|K@~K3#TOVj)-RUljWqp+!*8iu~e3J00^CS8yCoJsW$hWk2NIB60
z8n)$77D2jyeewG<!F^R&knZvPP-I!AT=jD-S%Pr7!gBSr<&I-3uqxyJx5xA2f+L@O
z2x%<q?T;if_61|<JHOkM{77<K<1iz^!ky%-brUn6(psHm*|_N%n@H=?)jK(C|8fuI
zykk0@jP9`;YJS0-I2#KsVY^#~F(q&UdC&Y%=HQTdca`2Y7>DUOt0Ckm&uIf46~=Lr
zzT#bbv5WDfczef$USzE#R%$6~nZPhk=aD)ZP+w?7RwYyTEwa~DU7=7G@3)9<{nF&p
zK6V1BIxKc&J|;U%inZW*8&8#R9fL}&0QOVXhJbH&W@uSN*68)0RN|t3X|}nfT7!^@
z_a#Gk=X%Q;H%nyxyNwb^*%_}LosU66&{CJ*Zo7%5^PmWM6m}BIEE+9QBHuj;GTYqc
zz`dQv1|29XDm*axr94xvPu-xDZOK3s$_>^XqUF(7QjMmV;3O;+GP>F7w`0BD;dvju
ze$KEiF&2|vVg2(QkK~|SkxgoBTR?#E)Oegu*5ZXB)x@_8yOc!?6LD;&ccuRA`+K1(
z<~%)%DtxlOZ{IBS6?rJV#b$UvGI3-Yfm17Z2hQx;i{^f(Gu3f^IutuF`3=E3-nf41
z@*eNPD>NoxdzJiuDp5xu>*iz6n8@JSx!RLjT&xp;_}`qHWNA*Rp;{dzKkp^@0IACJ
zAowr(ei4@pWOdFV7kA0+&7%}$ACFF0&@9UD?v$`GEGE4;Kg`{duN)s#NMrK_wj6~s
z9ol7g$0)$C#ZL1EQ+klYZgMh6z1!+(?VA`vM#1pnlvF7yMEE1`D@G_&I72(;4DX1g
zkOyAdH%t9enU<ZU;7%39kzAwOVjoSDRU}vuh+!&3D$v3^t64lQy~!WgB8JzicIn@(
z?iMMmt?;!VLSu?(zdwzh&DvpPtAgr$lE;wydGy#Ha>RCVWl)AcJe76#xQ2V)V`Vj|
zW_KN^53X?ID>Pb+e@}Yp3Y}e8?%~aJc+#4_rGn`${c{`?#o2^zrw68V?u(c9h@AJ+
zq1ac7<x7?3YT`h3ARLZmH@a;t7mlqY&9cgkHi86{mEQ63#|<5hBfvZB3r17fJa<PQ
zA~>0^Fc&<E2;6E(2p`<8V=`8+CIYk;)9DRQA8mKrUk7z-UjC>V;(M+*t>pdey40a`
zc*K)>y~r1?S&Z=LDpjuX=nK99!k6uU#)RfgkFEblJfqd9zy1y3Js?CAiF6g^<-1!I
zX*T;=IX#mZOeLGmN2eJ)o{Lf*4imH<FT^W5yJ`fldp#BM3JU60FR?j1Ri0;S_91H;
z&Liehqlt899iBE5gUCKYp;);NDwWzzfj`piHkg#s5^@zA)-SHlESy9HNJ0smZ&ifD
z@M;Vd6#7~pM%G-8+Lq6pnzMc`_9d*H2jJ3R(+hN%qLsf{Z=&OX;-0lWsvtj{5xBo>
z#~=`}X0}^qqz~Y6Y$|oMeuMWpplyFXG=-a`8Br?jxTz-<+!j{KxC5R<4Itr%hsB7T
z+P^D2tv8WT2lQ&1v|e`!oHFaNHw&ZqpYXJ2O-^=GES=Q_Xjor=A9>hLk#e_tzP_}*
z9hd&?5}4ji4-r}f>~<TV8#RxYk;hWfzP~1b?3#zGC^x}JT=w$~82^|B;Iaq8aM$8_
zPcC;;&V*zbZF)DpMqrh^*mXU~z10Y3!j;9V%t+y%iVTAlEt*a)c6aC92Ttub6C^u3
zPU{wa5xgwy3F!5QIxBPi%|M9QsHqow5OLjs8FF9n^6U~c7@cP-56Tv#6x2K4;BFiN
z1Qs<4IL*$;$B;2#%oAS-90dN5m|2sh+9twFAYLrW_)k3^du+V#5!hbbTkGub-wNoX
zSpP;;N=$D)KWhY;$qU;hR@)b8>SC>ExW7o?KsT!c?pmtksa2)G@_cCSA7^AbXBC$v
z+$fnR50wJT(vzv81b*WrW)Tlnlvu6W7b9q$Cd;11WgIz0K8%4r3{TY`k?)Ij%px<3
z+0<%CeVd!_KqIDydbpp*{;eYKeHtIDW38+`NL0Q~l2$SHmv{X)FR2{0<xp!!@xYT(
zGVWm-RecOv`P&PxKLSi5i2_U}_>c;V@g8ceIC6E$O3F5>r+!-xmG29FaBB~5g9|{o
zUOxHj0}&@f(d(9AQd|IoW){UA+4-z(&iu8gti*!j$MSBsAZ0e$=~RwM!>S8M$^3M*
zMx9Ge;G4<dP#uO{GjL?t+G4k;dLJTO1rIoz;Wi7a6V&RB-FIz6F$nUW?0Vg6?Ps)V
z?WeCVbkEl_+`$qA0~Zo3JS0HvdZxHOa=(>#(zaij1zsSL@fh)_rQT@Nw^WzndQ*(e
zVNekx#eNOsXVjxBzwf)Y1<<qi7i)wB>dk$yVC3H_Rq`;$b+w!ER$|k6Gna!rN6nNr
zX@PdP%>sYKWeNRd(~9?o8TPYWp6)N69uIedA&U5(PrhE@hwJW^bJPvobdNWJ?Ppq`
zI=NXIIGp&9K{Z<pEss8lWz>c8)u$&oOYYb1lmP;k%}dL48MS5RpxCE?iWQ*xSSm6X
z6wLo-`{fffkZ#0wk5r64-n_o(KJG>dhjQK7#+0$qw%wymT%ES>HMzcWpR9FAEvK(_
zcvhTwo-qXAXMf!{e+{&n9qigmXK?QJl~IUG^7q%D(Q<nnZ^>{!zEH8<rFpq3OHfk6
z7T2hUjOy+<J(v1N=KKJ&;K=(bg6rz~>oUe(zC?!WrjkdE!>Yk(lhtPMf|i!=!O?<c
z(#zH|kSSBRpDalb+8mMxth>#ygmXB!t#jLRxyXm%vTT)LrrFI9w67INtxo5eTDD$n
zj<ZL7BY-j~<DM2n3=_lwmvLZfw6mOYNhDW!CTU=Tn5hdzHmg}$&ZR$|=cnXguEV)Z
zGFQ>4QqPT;#=$vDqjWpzQbaZiC<uoA+Bd>f1iyqt8DN4F3tp&2O%p@SyTb=&>_Z-Z
zu|fY6{wHyIwX$B*HlpY?@;HHcW@FcVIkCX0J;anClSF8k8FQfE{-&4w@Ik_EEx$OD
zAcjbF$jqJ;<Zd6rF0^`Tp{V#h<XNdQOu8G58~m1e7xvL&D@|Iqn{~`K*+skV-HPLJ
zx;bvenC7()!5X*W>6WG26(Y-;m8is+u+3nTWryblafhji1s-6F0rtWZx9izjgXQYh
z-NKI)=Dk~v^!B}qiH@uBXsy@F5e3MZmX@=p(<4i&<Zm9idqIauId|AL4=fY+Yj>89
z%kH$PR^7htw`)BL&JEr{f7?TNJDJvBEuNn9<`mEY>$2mny=Zx+W^tvV!_`*K_Gnua
z>g8d6BqE8^;%@a(K}qS&v7z<YyysbWaW*%f16J0ftF24I5CoJIR$Y!#T1+^%_VI77
z95Rosp~W;==f5QryH}SF$nBOvIArh{v9*!wB1+h>T%)DQ@oeeL<8kI^q1Kn<CgIl+
z8a4&M%sJ01Q`;P=#ba<7O(&e5tStRj^<1PCyS};3_SUEo6_B$v1-{WvtOVG$H)IH_
zb$0wu#uqHx>y+Q(Pm{)W(LLbiV7`f`<2qo;E}B{F41X+9G&kxXX+b=oBurs8j{&PP
zGKDLpN2}B~jR~BcQz`yyrHBwpa-Sp*4ZQ4`r5xvlrMI~RihLT7kRS-;oG)D^B48i<
z?RcOvbL*$2HhzO!pYAcwRFLK@@u<7`C_W!3;_i-!TvT3e786mf){&Q{!E9-QhHN@Z
z>cPzm{pDb%B%$Fh%IWUBMav`e@DpdF6o1bpu-?OYjC`34)dmBTlZWf8B)FdjpP%pQ
z&XydQ%}rKXol^p@4>Tx&!gTiTM6SW&IlgFSFWngw#j#{Mo_Z&!cfG&5%nSuzs@3Xr
zgKOE&VZdl&$gREh1gPdZ1~J8Tn=&>eWF==36kg^BNF}mi*~~UM>7OG?(nNzNs=EA4
zIDzSyN|2wo%f6A^j5$9aea1aVZrBcsV4RYn!ZdAZY&~#LgfYj_i$#G?hVyHb#QSUl
zS0{-=Qx<_DoTp?*>C1Jc%3;1-Ny1FZP+&BcwI`snFwqXdD;IMtd##4Sx%mAqU`v<x
ztA&CdSXO2+)~y;bMgQKr#M?M+3WJ%bX6X;U7++{+`EQoD^z-(Gg8X{ZZG?_}@#hYD
zw;J53zFkzh<KV=vzixywOtA7fdQ4zO1rRt3zWD({L>5OfsQnRcfEZP@*IQlfnsd1p
zFGQyYa=w*$vI+`x2BT15vr_n;=Xj1>wvSrr+%LZ`<}J4gJh$eYuM$A*o-45z=6FWa
zQ&1}|%Q1JWEH^WTcsq-;mz0X7o`!3($iN(Puben}A|dfbs^)jI+<SeDWRT>@uBNZi
z-VCO!XrfG+>v;ms&hcl*88Dc&+Rt;4kOm~#jP@tJa9J##FQm?fcCKm8IyyiN3p}3*
z_uMRG^>?5;V7NVBs=z<YR;bo(7Mq@$nar<GwJ{l9RCqiiBD3A4iuMF}Zs^!f2L*ia
z>HuuklJcgSI)ztdOACuOP{&#DAEy<so-&Wzzw%C`v(X7U)3lBc<b3HhO>lee$EKZF
zZ>}@`li#moz^v}kmr>sG!i)THs3f_Pqb*nonB&PM<0E?AKy7`sa`n15RA4|0I3Yz%
z_G?dhEbE~A4vq7W{{CIMoV&)2C*6iK!1%P^K^!kCFHU4PA7|Tpegc+pdxxHcuI|<G
zVhC{hE?O<S)qaVvuR`#kJK9eT?g?Lf9zC9`X9TvZ1^^3r>j(%0E!KbL&6qn(=KKR*
z*#11hdC<AucK;xGb4*nyMpC$M7RFil4(E)1X$9?4G3N{FI@cKD6O}5FgXYNG5<@NJ
zQm*WGN!oGjTfdLogRc3tN<1ii%KGyw)+ax(U6nkgGAmkj;85?hEJ0KV-LzCdoUzRv
zRa^rH=#g#C85Ml$^T8Ec*ZGb8Ee};QjO4p#Jc3gFy;9EM1xlYwQ11g_ZTCVrhDH71
zX9igqaqDrV94x*8w>=D>67UamG8IBqds-m#fn*sLtJOMcKPJ!1q6JUTm1~2VhGl_p
zL@^*@J3u1)_-!-C*7-Ti(bM5X3y9?C7~BW@;O#eK43D=(at9wjj<i3wsVSCD()kH&
z*UBMuTt~|lm)Jk9Ki(NHyq;zmBnkura&qGNyk{7Z$SNdoK1T+{hu}*A2i1+x<uy6l
z={2dnfCVk62N+j~&sTAVT27{Ymp9AFsvi&vd5$OD$2sm2--E+u6!tf5+dOo<uGhY`
zFjnsrnOGVSR!uhsqkI69`?Jsy^~z3Afu`&ARMHu(N{z*8JP3sUc*b&FD~HIlt$iZV
zoTgC1%=xrmS~Rm;s@nAPD&E}Qo{8W8n(J`TU5Z10%i$T}?N1~51Rch1{n@U|t1{98
z8=CeJA3v|<;Y2E#`n?W%ymah%VrEe23d*)M{(_8wvaHz<O13pgWLuL(*5pi%pcw^c
zP1K7lJ)9KrO<)niO#y|%Ip<gky-dozG>Zt$x+WtMa?v*_=FyGs(5sSMkKe#u!cOm7
z7Vr$e!ClCx2ME)hIly;^x^P}ySD}I?b5i+paJ&eeKB)Yl($IH7qF-Q1bGk^tSQ1yw
z^*JPSLS%=c-kbO=4&zj&;n!GdWd0{rg(P<4DeKqA{ih(G>f20FD6KIi-1RER-=uVc
zEcD#i8;u4#)JpSnRdiyuIDtBdv7@3Ms`jF>n-Id*2n|c2vFkuhBjR##Uib09tnjV%
z0raHb+PmZ=8+LgkKT%QNU;{p{9n;Vj+(yMmR5C2<EOdpa{%O<WraIYn!$JivsiU#%
zRvMz)(45Q-hI8KeJbA46&Kh=N**&=IP(`}y@&}PcD$#w@hac}0=9Ild3*nTWmg)p0
ze1<Wvj)M_lOy$DZvmaF*kcqkNwDMauzdF+PJMFgp;?uu=KsEoF`2D;n=a}RiT<$J&
zhtRHHHl|$E@hSS2(;ZaIpo}lg)Mg)Sf&}jthDaBuGquBR9}S|<441$DqeKaKbwY{J
zCU!9YLKBT|S9Z|X^9?$;X7k?$>YLk^n=o67d^-HEn*amJ=|N?g8&?wF=ZRt%pRW#E
zhD`0xg;4k9@Lim<f?tP%{&$%S*zA;uI(5`KKb>U!pGo++XdwY!gfh?xEOoXRML!J_
zMVomoDQZY)g6O>QhDl`Pil??bNqn3Yv_W~sWtO5ZdCXr~u1>8?Dj{jg<rFELZeola
zIXLI6D1C3fm?=81UfHU{G{qDO&C!S^*X{>kUDH)&OAO$AaWG^2OqDk)`8nty8GQV2
zmdvCMzyy(KKI6N&HUB=bH@qP7Iy#!ETLbssH_c;zd3q<qYuELW3-f@rcDQOL<cn|H
z$l}C^&!WLbU?6TL6;e)aGFa<wqolr3pDmrfhsQh3Qf=BIop9Ys3G@Bn>Q1VCGg|{(
zRj_T03LNS+%vo=43out%Vr$>=4gUSBQt}45L#?X&x<h&yuwat-$oE^P$=TfEjn3ll
zT$CO+<`#-&0_ZA4M3uCtxwD)wEoJc%7pg+2;Vq}8)e%p(I$4$m2#w6vN@cTyUxZ-d
zdm6zey2o^inoKV-c%hZy1>kR%;tYHdXcff=9E98*2_U<EEd$1n2=>2iaQ?SaDHk(X
zzxn;Y7oGJhwx{~Cv}51ym2axvys<DG%qx|gEvU1BYL*_OsL(+kUj75chPhB}UotAA
z=rAw*&j~vVI7nX}F)beqJGMwna{C`B*1inwl-cq5)L#;0zW>ZuX2d*q6+cMNbk)w)
z$qOIau{V5o#VHISk1XS$$ZcdOJ&2TCm3e_>jRM6a2xIdOK2g29PO(K9g2*Vpu$R6N
zqbgR%TZeD~{~bj%qe5MH4|~tKn6X5$y!L))fZ<W(cJ8K+%X)~p`KfGsrnZFe7n&^5
zG`vy>G30H)j``Ap@b`INcQbWc{Q8%ddULy?H66+j59R*xM2C~VVG!`?A5O`XfPJ|x
zrk6*JRm?VFEb)uQNXrFNP+K&(D*XK0=TE<f;3HI5V@orHQHFZ%h`f;cy=xB(S2ibs
zB=tKs)7<M+tfmG1UO!p>r>de_TTwkP$*dv<Xa;pw;#2ggC3YT&D+W1((D(7E%FbDt
z$j!}*T(N=j0&XHx+@4NJRG8&*VDS!EhD_=v9I=o~7_Ff~^+WC)?;B}gcHb4Nbq@&@
z7AsK4Yts}wV{Vd2^x$NX%Am*;qB<fuv1nvT*mL1P1I4cf?wj=@;<AbJlcn=tdgJZF
zMd`?`;um-RN2Tn>1+3GiS0Fy;@#7UKUJ_09K^jO%D=vZgk>M#pi;WE9Q)IDO3Tz3&
z81<Vfk`G&<@SE;(xvS^N!E(9Ns1E8qOhLui=k@oJ2p<%g=#Bm|;vzlWs{YhV{E?tM
z<Prxmi(CvUjt}v%4Al@zQ>{^QHVUI+Z+1x|_R(8fWtFxt!2zV1oz4(sUV265^p$dy
z64$33h4C;ivl)sz%B<1j`VXq8y@%0vwckJe9`)LOw}K{jjitkad+Q^c@aFDR-OAGL
zl)MMq4i8M&U^%(i{$+&1fPU#ToI=h&Bm#h=y-jYSwp`sXE6f3UBvr*<H=sP%IYy+J
zN$5CQY`js$WM<ryu`qUi38}(F6$a&@0o#i)`<w5zjQu*NJKa4u=5ks&67{`!oikiY
z19k4|LW&8*Hh%c%QEnI3`uynnm_Lpw6rS{k`h`|z<6Gw$^>c92bcD9d!#>Ab2AB_l
zN%L=r7j>$S-gQONUf1=h=2>2E2Y+`wMv~3dPpJwz^(kzW(SE(yFi^UzC0c@-8%U+V
zCu8_fmV}xzOzw3oexi-f(utA^`g(3^=i*3Q9U_kM)3pFqINnh3qMPo7)bPFVbNH}f
zv@hE3n@mr`EkL)t|7*Vi<lA4dL$zw2-l+_FGYOd9)cv2yp^Xhqx1<-CEga)k%2n%a
z7V~HDvug-TDb30?=;Kt2{6dkh(*dV$0_Z&jzixR%c_R5$34DDqJlVBL7<^EUTo47J
zSACJ~62}1q)r{O!1a%dWMwJ_6X{(rYsmiC>(Hw0g195DB_-e4>-t)n@cI&)LjI;!q
zKn8eAl+-Mj3;Lg8Wc~<?gyQ2_5VbvC&eXh#X)+EM!#YR?6H#4$hR%ts6|wEGs%}{P
z;Pv}^QtCesBgH4NeAtmI>ej$riUO1r174pOuy0dge}*(9{qg#<)`zmw;&ebSaJuu)
zo#^;_{NZmL0|2bQuY^o6b(aVHhYqj;@8Me?DZwg$k&j~MFP#fQGOZO$5gpE-W6xWZ
zo-v2MRq#A(dm(NM5#>L%ijz&4bIDqzSZAzPtM#QVER-dukgq6n@BA|xOO;)Wp)bD0
zCrlvNmEH$G+3F{4<u{=45(Cq%ZQ?q;f{~Ub(;yYe&>VoMnVe)0sko~_lK{e^>C5?z
zRtY<+8K23_$P*aOfYi_CyPngYgwmMJ7_#3&KQtqU8$iO!WPekIlLui+-Nib~YVixI
ztXKgCgzYDB*qZfS=LB;9OKCmIAjzD}bP>*tTL_~P6ZDETmM@z$vNg37k)r~Yz1)6)
z&*^U`^nU_gH#Q&;O#iT>|45=+#!MVdfW(hCU=4;V=(9(Ok6Y>2iVxgQj!8O6yNwMX
zSA`>;xUC!J<H=(0F$(^p9960-5Z$XxW0L9g-0!2!jKbL6I{!P_o!F^n9B@ZD@+^>`
z{}(^-bLJApr&OElIzCC~@7u8G2ag+F{v*dG)axi?b@$&Av6@)u5y6KO8U=-U;)NK_
z&Awt?7QqwB#5l()minvMhM=oom{OC)ccBSF`dXIJ%eLaP|FBkvldWd|+E+6DGng2B
zD#AWi<37w(1~G|TlAp;mxZj8%1r|PoIX@A)^@5%JTSbZc`L#l(Wx;pR+RHwJsl99P
z8J6}8RYU9o?J{2!l;2sr<mCY7`XYvW@*kmNANBtdlXH&$6HFw?KF{!}go_RJsrD$6
zr`UDnyHKPowCgME@5wJL3|8v+gE+|Kc4$2_)EXbIlA#p*NAKI@gBxD647hmR5}}rf
zW)R^Oa;!7uE~B!(_9+iYT455qUVVr46OuFfx+9d<F87r}l>}#RgHHu)B3UmpTcKHW
z?re({B7-OI>zJ23yc|1%JU`#_<0_nby`ISSWlYbqa0nvmQ~w--8w}XhA=*Gw=0IX!
zX4O5?F#9*!=ot+6s^+XpT@GBf*{yT+Qdi>*Y>*-6^CbA$cYA(F&_VJVcGf98DEl`}
z%;M+CT~^TV=14fhy?_+If7i{zKZ@!o)Cl*t{|b<#e*+Bdfqnd<AGGd8+>sQL&+jhz
zSfd(3<gPj)TPFJJpFvoI`tTuj+RrHz{02|baVVUYc2U7s6At)0raUaE%iQ+O^~$*O
z!jBp^rHmdly`M2)HjXL5d*rEpp<lwT4{jU;MqqFze1E60=(euB26aVZ3eC;{8ArP@
zgF)#ofzd}lsYlV6In(e%`#q-sb?8HDC#INH>~DMZiEKZ*IDMl+MHok6KjVN87tp9q
z9q0rYQ?ewvg?v<Cp8|+TZ?BuaLpNvV(TT#(tz2;MpYzJQPhx9GWtQX|W%b#PHG*Uy
z(%#n@kQiwv!IoN>P?+QsA7_lr(0S!jik2$+p$IJ&XZ@owa5++T;AT31dy4<8t3sTU
z5C6%q*0$j=>9Juzk;!rHsu6`_b<SYvfFs8Gem*i8Ucj`N|A<#^T6NDAH(k<z{HJ!O
zpF`e1_^VK1?3u^SQ}@^ywQBE9&qKp5UUlAJHa-K@4qr%PdG~0heqLeC4QEa<w@8+o
zlyL8y4f$-JidkNBXF#c3U<g_=Mg_8juZt9<ze)Xl0}UIcjzbgHQ)g?ZJ&h>XL~$(9
zn&si=psmwlpV-N+?=FW3uOS2WqEIq1**Fl_)4adxBMjav)7e=uX80N{#|MA=VI8{4
zA23?yX7TPW^K7!0M8-+g;ZWP3b?cvc;s2Xr{u6z&`c(fXH6ghss_?K<9zFeWAthKT
z@rw6BzGB+ySb$t!&<|lw4Ve+cg82q3k6ymqQzGvNw+@iwO1OIz($B6xe~qIzdZ2}6
zapW=c9{$Yrc!(yao)BU;W}7`hlftrH>I53LrbCpoCD=lO$_E>}t9_#Sg%(&1hy5KI
zYIqvLg;UM~GY5p=7n?;+%FjjWf2iOrJ#1<a_yyiFRS+ga#lSmbZOI+Ybd7vT-jA5G
zniA4+YCMw6(EdP!Sfy2~MpbY(f#^2ZnSnSct_sL`LHRE2&WP;K8iJ-N4EcGLfg%{?
zArC~oF%ly<Kc^Dbrgg-GQlOR(-?e;d?mpxTL2wQKpO!4n-@2-H6xz}Ff9A>G>dWtE
zVzbvIiXnPI&~Ds!%+z@isG6}vZ(PK@kCkMqP3G2{yP(kcD)|WfB3bVFiY%+EzB$(t
zcvsKUWr{pY#^v7@UUSF&VbTh=`uMp7Uj~tiM<LJE)pO{{+$GSOJfjMaq9eYvQzDVw
z2ooYw6YF}#9YWCgGD$u|w?9>}`eHkCGP>Ec^A7uL#-PmZXI95!T+Py8IoCl%uyd+V
z>mGy(|BP;I!Ru$~5mxhdYVrEkn%7uud>Qq}!z;2Ih3p1NeG&S3TW9C_L%FU~*_Z~O
zHJqmdm<LkNP;=UenL}E!`k?gnpFVP*>UT<B|7b|jInL_bW^T$~VE1pmiOD`<2mWtS
z`fubqgKqJX-cmN6mfnxU<OjzgLb@f>H?Hfz4=>di&|A*$E(<O$J3JeEMwBI2SYD%E
z;k4=$iu)-s^F1ya5rIyua50-+`<;}&28Ope3J!VE45DDlw6jiZ(w)6&CYihjrhKX3
zc@0T$7+UBGuAVx(=<N6Ga7N2^C6R22v6iP!s(hV3(N8iuNCDaqh4q_wv3&|A1)OnI
ziiXM`Ysvw$GnW<oN_BjFP|jN$k-9gQO#VQ!FJID*qR_mnCqy{NUgn{kDbmW(S6d02
zy|)A(hdBS2GFV9QJR4FY0VK?Ir`U3+&@U%t4JvMSyT1PxuHQ13|C}xi-4>tG))$b;
zsSi1Ax3EkvvWQ>w#z$iy!P|mO(x!9TtxA~HOJ3TEONcW)#_;`8;?@k}vOMEX`Ke{f
zWGa+}7svMMO2tKIrF$^$mt-otSpYnq@#Z_uo&X-E__^TG7$@Ec3on{V!z&SvZu1&t
z=C!=@MEyQKaapsdE(5W}hd$MkC~qK_E7%3eV^fy53jI+m6bih}-L;3|z4b>?kvmNp
zC6Q0c+#2e}hlREZ&X$fv01F@2W<a1`5|hUcAb}Y@>a}s)-%D@ra3cVf^_Q(GBtLON
zTu6e$l(&3LIQ%`mi{-x{$G1ZiU(m;;p({RV0w`@!7h>bDx&JH2MfpDk5J_lT=;bLa
zXWQi`vJOJ!0AV%ycbI}*%th7Z&xG{6F=C7HB`gu|zu0c77lZW-ek@Cr{v0`m+nhcx
zBD|;|X^=>YX<9(6Q1#9|P8v>E5j~HNn-!lNJp!|9$pZl_U{_58`!g}UX|$hhSFGX{
z8CjUIf2?`F@&|be>k@KZ-l`u_B<6(iT7M1=E-HWg?vpd+6fMpoLMK)({esaK))NFv
zj6!F3b1O<1R#hY~U-zlp4CYA3%<CaZ&^Buc>eTPEZ+MyRLpD4t&LY}Kri>1bd`>&&
z^3p&P!8HLjr(J^-iWC!BZ)vgI*udY4k3PWkZ;d<s?d!_Uf0#FzJfi9h({%q%8(%OR
z0a_uIOxUo%E0F{bXh+_gSaO+>ey-0x@rdMA`uHYM{2keYtgy)$epqeH-*9s2C#&4(
zXpG<$>?1p^shO8aFYRJ<5~b&I-yc@Eg$A0wJk=g=RV$Bl){QsGN-M&a+n-Jp#cJUs
z^TlQ2*l+%<T!%FxKo6+{^RCkgUi8;|_tB_{ru??5S6Q*#teN573e7&`r=8IpjEu>C
zXp5S61@77}FQ{T&bR;aWZPnVMVL583>?15ULVI=7h7Z#W6?}0WqWU6lwJ<V;Hi3)N
z?#x8%TBWu#O$q^<$$1p&K)U<<fHzo}9fx(wtIdF1N6Tgx(1uyIeCXfcb%zb#4jKg5
z07=dp6T>p@m#Sw^Pz)_bICqJXCHqY%-l?(-GWXr}M5*W2UrI=Dayt6?_Rb>Z;<ELG
zoWYQJG<ETOP?y2e`Xm8#bF}z!8iG-F4{*+bgZh{mW})7A`2fx_?Xdl}{o{c6BLiPw
zhJ~|E|Hu`9D9}DE4F%vgOJRMeF<^SSZHC&L(7JtNLqak<i_+X}o1W%)n!l!uNu;vg
z#>ODj?H<e&SS;BR{8+X70UgB}57&Oq1GMzkEjzLfrQk5AFr$EOcjNA`Ew`A&Io_AQ
zM53rli^Wx%BM&Jd&&$*U(8HUHcLFf@07L@2E=*6R=e`Clck`}$AE8sDJ2eY;x0k0p
zF4uXtGmZ@7J+hYo@o#kSy0jhimR;RD09#y;=Hd&ITMm8e8GCHPBJdQF`bK&hgRL(g
zyuuz`-7bq?J{SQo&9ZP8vrsq|r^U*7Jv;|{g5#RX<=%1zQq)L?y~BEYI7=bN);LE7
zMwFaXlCoOKg3<Da?x?RH(A7xZ5+=Ur>FH>Wr%LzRWk=d4xmS-i0llGVrg=OywHl?@
zecA^%M*ZP?@_|qCOH-Is%D2E?0PoJ%>qP=3PZJ9Zjb^*BSY{*_YYcE32kwny($BtE
zacl4b77rp&Qws9Gu*tLeTy_Z~<FfZBW}}u`mFol~nj*3rC8xq$DcGF55)KT0h<^))
z{}Np45f<5#%%Mmn-HMY##%N{Fb{#E`Y|Tsfse$#AwK@5&L3Bu_eGE)&p-C82&xnfb
z=q+zpVW0af6$EBHO6%uoS2O~876(Vf+EPY^Ba8$Mz=WN<_#i;2)Q2(&Q~ZZ>#b=47
zPT}bH%mv=hR*m-@`j_wJNC-X?9?C>U_&i)Cgov!S-#Dk3z1*>IKdrfzfNoA62-Z2D
z!4qUciWM6ors3C}7iI|Qou|Eg9FB+y&@OqwY1A7zgSYUxiXCug8wzc&i2ljNgqt4I
z4KZj`PaoHEMdKIOjw)!Mj@HxBqquJOU+cs@8tfLEhlfW21R|X0Hd9WLlQHYF(am9)
z6gQKa0QcQu&P9d!nP9+2JXUkiis#DfG=OBxm#?mrD2@H5b4_=f&JxCJvg9DPecJ(Z
z9nCkl@302o4IEeTr7ATCc?oOI=C^#vP3PjIA93qbh5>{FXq%meW-ALURR@XK+8!M*
ztfxJLTBJDH9s|~2M}NJvr3O46X=RM<Tmt>SPi+&Y_Y074ih=*q5gGNQK!f?=0dvje
z#jhcp$Kq*cofA9(eR<>WMk_Q;5B;@@*E@n`mWag0vpsG{c!QP$DMVVedPM<$_ygCj
zhk<asmObEOFsM}@hAGdU9>NW^(%SZ)JYUy2ET0X|*6L0^nVRa(fFnvK;QfHg+xXfo
z^A#$?bvzdU)D;vAfR?3{=fw%fna3^A`$}WDd*)dOl^s$j7vz}40ya$OnJdThdiY`e
zdb_KJ)k~FOy2tjKD<X2#0qyw1uwaL3gN5zSbO8EUv7M+Pq}LzzUAAm_>XpKyH{0(7
zp5N`d=RW3m#^qiL4K97-M1NRV2j~R+q@m~ePHMfrOdnWgsE7pSW0ejk2FPqT+dUTT
z2S)%`1>jZ9z~TL2xG!@dlC1}b2>?FcV0W;DYw7m8xx!p1a0y$VNl%5*KVEj^v2raW
zq<`2IM)z>no%(~!Fs6FIgp<pT%8+7op?obQ+U%#gZ^KtZTWfmpL16C<nUFYx#ez1w
zH<Rm$1-{`6lVXuu<C`yM?iy&XH417SIhEAc3|lhGseb-e5!@T%@B02wc$6Bg?A;+5
zvV6~aKJFykXbnFcdn|&V*H<3~Rr0kyZHjyd)B7EImlSe+;SI$ZGy+~sd7E@WYT4`M
zZV|`<e@zn@loGDJjV~lF7Fm`VB98u@3*;ctz=R=ZVF&Og#bcWXRxB=q`+d5eWoE+(
z&FdaY%OnoR3zm+XM_iA)o8;u;`V!BPvIs#LMm>>^Gq*>EIrOTj;`D|+P4ITxJ{6#u
ziYUc-11c)`#BK4Ud~{K>_|$gCO-h*Ycud*~wj=q)aoxJ_2<W_TW+JDT7qhrzaM8T(
zCapidlzFyT9>S1*s-9Q_jZysTqD%m47(Hvd(iqjzv6%vNjNve8TF%<{mQeui;%cJf
z3!&CiH;h8PV>F@7`F#{1%H)Jn+&7?bSkKEL6#ybSoGIA57&tv|3Hd?7>hvVCJVAmS
zB`Qqt&EYs*294)p+w@-PU+#j}2jsEK5F?mtPA4URL9018J4;BYJAhzrIKX@{0xVL8
z*v;}5Kxu0xKu#aD3W*Gk6S)L)vwmW~1ij&dxe00Q-<2DMe$TEf&92~_++QvFAg&1u
zD3+^djO_~Ond;UAI;A%N-2O7#0MP6W9Gow!j3y=|q-|q#oXSQAuC5@>A(x4tIYq6>
zrU%%hv1~cC8gPvoC6Q9Unelf+g=p_k!K=}w^?JrLC>u|If37AVu-AHJc9w#W>&Rq@
zIe|uPS+Ytzp&T_zv(0Y5jrp|s2pgI0AvXwUL(an=v6yi^9}{Fa%zHNQU;zE-y1>~5
zwear0ARple#M7^Y0K{0A0}q5i)F>dfr*oMK=m9iK9red{E=OyQzIF!7qQK*tJEW(X
zrw4JvHum+qXDLq*D#w!h#xKy{ogRnRO(&o9|HUo1&ZV-PyrwZ!XM@W7WJ4%q4;;S3
zU^r!h7~n3x@cR`M)J7HM*Ce_&Z6|XF5?wT6uqBCd&xdp#HWCZ?Qg^MwI$EbwY5GCf
z3;I<qdUkTsj<ceLYC<OV%>BZV8)D)GJJi>p_NTC_K@yME;0zx2X_0Rd$TG4w0FXT8
zp3c_D?BKqf@4?YQ6d&t}WI0IpWh7THBATV*t<a#?LOfi{>3Lg9;tC195|<3bzv;Q7
z5i5jqk<FkdG;$b?)fEYm0!alxo;(tyTJIj9mgT!gaI*6YAn>?pA;Yw~+2`>bph9t8
z{vHL;$?e3UM<peI$xEuiF=(rwylN$vqvA{CICBwu+ak3AQ1t>^cwCv>&MWsEryi#O
zk;LXP+_;n;e}?@3A{MDTWORQcH;Q$?F)Ae`0~|(q<7IM7jS5%cy8VJ2ZO4-&fQ$NR
zu^YQ?<t3!bYH79T^no&-uG8}ko>gW6w&v;D&=VEN2e{$GT9wMxU$19s1h;E4(q=vS
z0E~hT9CW8zXYxnk)tqe@;NxBo7hXvT0c_3q-YSHcB~2gt&Ep@|G5-gWn2%dnxw((2
zC{u5HxZ3lyIsV;t`QXOiQ{C}$vUo7FjuKVjwiCPRc-G;b00J$YsaxMVzFy6frn{M+
zE}v-ubSwZxVAZNUx15!wvzc~LH*hVktgr){jVj!4^f*@lmXA3&+xm}CEe!W^R=qH=
z>*{9FQp5Uc*4TD}?F;}2wk{q|Ta*CG4FCavt&gq?ToZu&==5fKzII>CufF|1g6U_I
z+1h}HR$VXJ;hQ4?H^Fyj{Hg2pe@bv~h&kGE1UFX0%asdSamM<Dq(cUG`z#ds7g~Ll
za^iKy_$G7Lb(S+&<ZM6<ae6lcXVDCDo!mSYU`g}4Lb|p`iZ^%A*Sb{?yj&hbG{){s
zhYCs0^-xszckf>L86uS4TPyJe0?o$WekWS&Ht|nb<Qyk+g((mS_%!p3xLsGEJ<Vx0
zlg=aAw*JvW?xeEW{ABEj<00pJEc`U2Q8c&s@oUMc7CVjr#&wzBp6PC&n~ayI_I{z&
z&j8b>VRL~^n#NdVUUPmy51@@a4+mUlv{eE|$(#qBuZ>TmAWg2`TFl?o`pejcnv1iu
zHYXG9wX5{YAsa#R-+^gs`MPILsc6y3ljbnoD^AOn*NkKF2^smDD6mT-8h;wuf9MSy
z9Ux%b^73rI1^7rRt@iSwBK^)^AbvzV+ta22gncc`Reb=SvFteEd2u+q0?6qar;EdW
z^RYIU8!Qfk38^%zbAT1@uut%O(p8m{8%cLXV7-KHS%s%Jnce7EbM8Z(XnokvVOZCy
zHdt+@zPaH7_Im9b7f5n$Z?r8hMltY>LrbuJrTVcMI_b;6_ccq+z_$WaaH!Fo1|#9w
z^%8S;9QCPQ*SWRPAEn^N;E|yl@ooykv>b11a+euqk<-2?IN^6DQ|c`(q%bcQIX?k@
z*Djv7`yiKtxB4J6Gui9+Nq1+^5`>raMDIp)v420Am!~ldt0%T{dAr!T%vPXdwe#kr
zDVhvV=r<cnhQMI8F^x&n+PNP?=+tvzX+7zkCo)B9J(hk1vQb5=f~KJ+T;tAJNl;MT
z@CaeMgN8vXaE692-8D{fybZH=+y>GS)C&<Jy|*Peo?E@_A#i&UGH^@Z*mz;slmfM5
zACq~wxClIw3x0+n<!*pQh>bKN^~|vdbMIA>I^9sW&0cT}-MS(O97qGZaFJw%tp0Z4
z#3>AXTiE}@x$z#k&YgiVkKt>JgpLk|07K35@4WfJ$S7Nq=`n>bVswh$JzS$k7y^b`
zwk3L=-#xpK$;?zq&5h}8`baDy1#n2x(LTMqesFH?`dnV7=CBZ37?Xh(OW6_CKVxL7
zZd4;M&3&cY3_6$HLgp8G^VvzdjXEV){RJnXG}^k+)b#B>#MZdbEQTYlX;dAs?PUS`
zg6S!S%Pk|G=QWu!Uj?vG=a2cw_@&zzf2CU@ODAR;3{X3~<02Jn7K{4XV&O(0Zv*1p
zYaSDnmdWV1rro=%<%HFd+x20=;=Z-V-HH>ei&6>fTNty}H(%%7NBg(=2s8{dA{bvl
zpMm10`Qtw?Ldb_XaQ(;4>3*}d>b)i-{~yNQGAygE+uv5YyE{a>8|hR+x=XqRq`N~>
zq`SMjJEgmk?(T;F0=@V1+<U(t-j7}f);#81YhGiV<NS@z;!SGMrR_{+8))u?K~T_t
zsM;0c%-AC#zWZ!q$-I=CG{ymLE55_1)Nfj20;1sh<zr%cM2w(F%Bc|Klsqp~b5xrm
zbf>WSj7YR+O3dTk4!51?#^4tQ6{U<_wP8t<x9utYZ^*jRbS6MVSojLx9A=9H1v{)3
z#cR0(+MBF_xNcqgp-wx-b789}SMy7tTZ_4qO&gIUz%|PoqXkpImzy#{dm{{A-1vTU
zYqoFibFCw_AiW}!tU_oFTf1yXkb$0r%p8lSeY9HS@i=I$0o5YE-Zog8!<R9y<a98W
z7E<6S<Ghr`|J9v)?Ogta5&l$)S3}Bhp=4_#iM+{z>SWrDVeA-2Irs9T@E9SVys$3h
zC@)6O(84p6QX=EhOv&PuP#Q9+go2}y7FE>0dy7uylU8?``URORsMsC|kC`hbmqSOi
zjDfOU!GWuxWd@T{a7VkNe-J9keuPV5*0q9a?$$js$pKRnj|~?PGi9qF^LIgDnJPGw
z1u4#Px(CDR#@R^Vlo!Jhc>ccHP&XnHy~0FlL7ig-n);CqRRX<e3ZIEx$y5mKx?y7!
zBUU1KbTV6NXg#tl$BG)a5xs0l8q2cV$b?r(T5#!{7H7Rrr^CDwg>@dORffMR0h1sa
z>dy`GrLgy}g^_3jwg$o9l}RU$P;>7(DW-aQhXb3g)`g#j^5|HTu&UmkFX3#A?$4$v
zv2nT%Qiy|N)=?&G&iGLtSqgMUnoD9s>x3;>Qp&4B8ue4v`=mFq_{b20O8W~jB6dgv
z!X<TGI}o|9{UCX{(>wy1kfS^#HnH!585<(X>+$3&xGymHz-AaL2ULZz<1#)IDtz%m
zWP(?Gr;!6Ch%VM}p4ryL;fBV;*_jt3xG`RzmiPrlz8EFrfGQfb%R)3ixgotnr7%gZ
zTsY25BvG=pe}|x0HniUpu}6k7T_(*}joU371#HXC-!CBZUsZ8T=TQ6qRsDVGTmAtX
z-iLH6ccx#F2<~F$p@Ozk<Qs~MR1c5V36OOSh599Gr4q}$uM>?g7^^!@**lhUqGc&Q
zoyJ+9P_KZ}kW$ab5;V*3m4>EVWycrx_JzwMMMq~+mPjXINRYEv!f2)b0Zt`l?&+-@
zwN=0dW~YiIAZ#$Dt77PzArm`48vk~{7w-oMuLsPJRB(*BM3@6O0`t1yJ>R@Z@MHF}
z6p+@czSBa?$16cN?)@GPaWKqo-IUz${U*ty`+<r8uCGvgQn^SoyE7CgA>M5()*^_S
zqWaua)J?QhLR5fkMch@vnRES<%G;sH&?-$0t-)ScwW9P6`AB}dBDeX)#(%F;3G)A1
zrJq3n&V>KZmhmJ_f-ImV+n1A71m6%MA;K@3RHHPRa^@a^+i75(kv7;l{XO9vtD^_Q
zzHNb(&lFPPp-$*<>C*GQUv+G~YR()f<TyxxSFzmcZVoEU%o~N5oB}3Pij25HBgptL
zskAB|iA+)K2p!tHDE{rcE{Y+=4BbhaJF7eKi$IGK;mXgK?|;4%uarLy;vfrCVPpnB
z=76&-1OX9)*1F2$%~|3Q;Vwg=WkaF&*Qf#4Q5qps#?tblj_%@6SdyW$uG^%DX`8lM
zRZ#Bz(ih?0q)&3b`kgI~QiXKTWeUYRjK?ysy}1Y@z=)qPIXonbW3)JZ-7>hP8zk7J
z_-pDcS|_;)-`|z^Lj(Qv$6lpFe7&*$1Bl45&cmw!Ai!Foev!1=v<r9_)B8G!(aAiy
zCIL`bcC%)5DxoUL+{Fb~VBoLZ#ZnPF!NVn1JRgs}jble(-A<F**74J?MsEx6miNcF
zepOqH`eYwD(dfvjqI#hEkcdd=il}^C-y3axZ})+(h7;%adi#Yr1w+(;Y6!t+%ZXEk
zd4>sIfi8{`0~}`0Y*15%X5E!KT6jDw40cP40$b)f7^NfdBixLdYT#{}jdjq<4=lmU
zt)=51NnTE@GVnXudBZj)_KRtr0~SYqU#?|%VDPu_O6;5vyPWfhI);$~{MQi4BDD(L
z`vTDYchxX-Z=Ewr?RMgElJJaASN!F?X$YIhPl;cBFIku`+v#Pg{vjN9{mgv-R}<VS
zv<$Zl!Pl4-E#AYPl0f9cmrVg!G!`G3(GXS~dPkwhCESwrqn4947r(?**ORZ&>3iy_
zvXroi2sDdD@Rv!m;Z<6UEVNytOZ|`&)oo}A8GZ2UM^xrI3R90VRekWR8IGD!T4On%
z!P-+Sd$z$4YeIHZGAryN%jdE-TdZMsey9tG>ZAGso7dM)8C0g&g5}3m11NRC^Vs
zDk~PsF-`HnvfDTn2M-AJ$=g}G5tewDRyR@|l^`l(G&XR-h{r~Qu~fuWrE5%>+mGJN
zQ8=3iMx9NYq>z94;V&qEpttjo`xFM@o3q0hcEQXE-}!~8cy0emmN$a9hxV%%?y~Ll
z1#^R5CO^)dPvLVE*sHaI((LB7`XlkfpK`SX;a^)UOMqqqy3lGD=y`&yLP(+xiRevg
zs4!fTV(r1jD%EbfV18Bd`4uzM7%rZl&pNHP-(v4osf8$|sZ__g+a^FIluE^Nz^G^3
zzQ;=E8Q?_>4&zn~C+Dw{_elUdxN=U`bA6FaAYKg@#TzD*gu$0K9g-^+ugH=*T0A;z
zW=9}sL12ioqHV|8IiAPssjr^tSYaY91*Ca-5X+p{wk*lBF!eT53EUku0!n@`Aq`dQ
z%?y{^DiydjFJ6-D<4=|Lc&AZ&*uGBMoOUR`Aex<f8lk9o?=$MU^s^LV&T<v<950Fv
z=lotA`}(ws&)Io#egauSSV5(VU!3I2(S5%NKr#wM6T!NXl%sz8)7^Y&S4Fq-zEEpN
z-hbMERVw@c?rD+1oB1|!6Ps4ihzp(z`hx6HzEe8oB$hPRl#U+%$sUqp>VK3O?0T*k
zJq~zQI))zfJe09BhSWaW&wWp2s4=tM`50`bU~at4AW6X`%Q>c`NMtPBO0CF<mY^1v
z5j;i0&o@m8{jUA4Zm)yY@ID`I;ah_nTQ%0Bj#=;#fqH_ScxL?1f!)jdX;(4j3)&p}
z6E!M^RB>XJ3q_@!r~>izZ9@yuTG3MRrA+6oP;Nypj5Yt17D&aQiB9P>v2+x4w<p(F
z>clkOrX`>E?b!S(GM@rD{IZdj6{&sI1=a$&^vT|ca#9=1lP-T0kaeayapP7+|Bk6x
zOB->8pumIAGYi7-EtpyKL`x#XVU*1!V(b8;x-Ose63q1wShy_6|361nbQa#1Bn9Z*
zury*<FrgJ!RmG7djEONW>b^1j$-_(y%g%0it%U9DS6Ub~L5`E|yxgai!Gwp#moB$<
zSqQ_<!;p6Y5(sCK(h?98LLngsL&efFN!c(atAQEMG=}BgrE>5|>Jvl3v5ae8SYmip
zR0(J4W(#gYC^t1uwcOX+c_}J`O)eqNTI*&dk*{-kxb@u%p`t|8q2F?z>X|$2GFAo=
zLkm|Fcb?=`i%WyQbsf&BLv9_;h~>iVnNe&)T#iG8fSTEghY!wo48dqi;PH$G6hbY`
zZkCC0E~!L^p*3p!CMj3yooZBBL&_&=a6jeSVT7aaXVp75Z|7h^?1@w3oP%j;Oe?-v
zyeg)ALuegG=7pR%?rO-7Kx@p1ABQ62sGHeql9!cxLUHot$Ez^v4@LL_yZj5A`_I+G
zA%IbVdc!HOGGQ#ZM|WO4T^aQV#avCTZg<8wm+rW&Q=y+CUcIi~c)x|J6XjVrT29##
ziXFt32{fFMo?%)IR6AIJikntari72+?sI(>US06d4VCFT0spiOL^f)UUOHprsL%^P
zGe#eV?K322mTAhC`XgjR+eBpr!R|r9QHB9C)&gV!^3V?l?fz+yxFwyCUe@-XVq8hi
z^~*n1M$nNN^(P4KWVd(@rAsV%ViR@CdJoA+<>q}DW_xa5=ru>0%<?5Vm-W2s+$zrN
zcovN9sFYX3DzgX{q78wOTo<A*y)?^LAq_bLzVLilNQa|Z_bRGbLJ>AEz_Y1?7NpG_
z_!KJstG7oHibfjNjt;ttANYdPM+f(Z5PEq-yvnlx_10@AKi0D{x+K8jFJJbHS`|TM
z*3$>MsZzB0$1!$AlDG#o9(KnU2vK4lYNfnZ%dbm9*$V!m8ok8T0}B4rO&DmDh@?eM
zywid?eNj#RNP}$0yEf3eLb<-54O=J{*c6rpg1#XIj}?9zXsGHztdh+mRZKDEG=`s~
zrlKNNvT&m{-X_T`!1`TNAfBqZu9W#ny-k;PL6^mZfF&aiBt;dcss~mmvs)0VQ(ZGt
zT1mBNO3>^gZyKd{4@UmVKSD&H9kYAO57d&|Sg%+at}Iq<?T9PTw#hg^R3Ytr0RhIS
zkWMl!J1%fqt0TMG*!WWRVhF{t#JCmPF^-?xf^5F_#*3_sZvWdECrg0*&u>Pa8psws
z@!@v#m+7T0R0!OTWq#O8mWtiFgajdb*hj0OpMfJDh5Gl>5`_J~-zc+SU|ErW`@5*(
zQMC>C=pZ_F_&Blxg@Z~KNJhvTmwD{9cJbn*R4XpKodXw=Zv<?kD+v#DzXwu_?`E;O
zV<1Y);~GN87lI`b1yk$jv=!rs@H-diS5feqgC80M$9rQ}aQ-kW@adr2DZvKFI$2|A
zoUu0~Z4hZX@=Rkv;!B<?f#cMoR>d|lQ#ndPp8^FJLrO&|y(}rnc}BG|aOA(oGx~Is
zDl6C;2Siht3V(piPLTT2oN<g0LWWQ)eSlqC93bdmt2sR`z9Wmw4L#Ir$vY}|tx$vv
zK`hF5CFxZ-Bs+)Pi`|IFD*=j5iLaS(t|nISRb3+9^e6uIzo=gcXl<LHy8mi-#{z%O
z(Vj2KyueV+o1-?jd>I^{aX%R+;oUc77@17VaL};+Jav)<Rei*9@B9e-mlaCP)o#5h
z3*g;UM6YPYtkY~E9piOX;+36#PIBX7Cj`edeQh&@lAbp=)lsWR%V|er4*ZHR$x>hR
zwY(_)r<vV%gKueWZ{mXx3WK>Yp@IsgSI6*5P#(sk(%$=M8F`Mwq(9|hs}=n+PYpS4
zaXZU_Yp(<grsI0^!#&(cR_IH-h&ZnBJEmZ8d`J*`9~pRVw@tS1W9p=iCMLW)QH!F&
z+yitanOUAq%EkKrBq)KD4+7Y61NDRXJt&T%;KV^g7t9*!jZX7BpFe?sA`1He=W!hL
z1%n;G+4ljc#$C3*G|B(r;YZ&E+H$4eyoJbB1WTEQC2K=_PWyoT(M>@d%k=gK3JXjV
zOWsK>XW{0BYfwA?XZ-FfH?y&0x+qG`j9NlN7nP!w6|RD^hG966bSCxlwBKO$mIq97
zF#Im6I#lG;R7AWCU|Wg_(vvndER=;*4qvoJq7ZcBd2Kt|iku)!Q-1OPSQRIgW<8LD
z=e3B&mY;$^7mCtHEVT=v%x*&Zc7PH;Kk()&hRl|@xpQKA5!(K)zz-F2XO8yIu#_o5
zK-E$YsZa;QyTF{jXu?3aN1nRRg!C5+Qf~_f{^V#if?pjK_`8ao>3nAe0<e^~i@W`I
zbSDDz7JDD{2K<0~?oXUi!FXG)f8TkR|M!=w*9wgcf1VyQsDdX@KA=U%kmjtKl=sfS
zdgQDgWtoN{S<;iKGCW;3Z^g;5kS(_ZshT`jpwV99CEDwRuuXzxqf}#}`fg5;ga}OV
zfOUR;yPJK_1}{LFrx4*}OKF>KA=nOHRW0I@u|+&<`5UNOOi^TX6*`4*!fks~!f+Su
z$=v*gNM=&xsfZYkIIR}s2!UhOgj?dckfke8Lr*5gmo2iuUzog6<w9G;?*~UqLC1pD
zNQHHFSF_DBl=^ugSNWq4l#@k;LK$*P58mf7$8*%OToYW`r|x27IPOFjJB9xt#J{8<
zwxb$Bkd%zj=<jv`>JR_Jl>f1*{<-JE^5q>v2!1D(E>+<wij(Q~y~8<-^6@vV3j@jz
zDRp2tJATf{Hu3mN4pzll*jY}DeQ%Rso1owPdczeTPYx?@!}2XyPiP)V#TO3e5*(!m
za=Nge#LH>5O?R-O>Cm;%lf=jMG_+`vQ6~*C@m$J=KF|X<{ejAhD`(yKoLL#dD{rbU
zc!G!q($7#JCw<bW4r8->mPa9oH>lzC9Qg_XilX=c;xr)*Lo{Fz9AC@;F*zfJAEP{l
zTA%I;1Fa@5mbkCZQV!i~Q6l#%Y5yj1Q}NaJE+dl}h3;e#O%60sku5*!_KI+TMyqW{
z-22ZOyp9ZYynOQSdKEBqfh3NnF4;NXjnRimV$_q<jVx?4MJJb$t&O3~7L}5qOK7E0
z=}(~OC4`SH%-;*qn5M?c)VUyf;sctQwFkEYZbX1t>|eGeTQuM6mObTyC4;7(W%GGd
zPtvKN+K~9cQYkf9{8tAZ)e&7nDzW(YAUEPjuewG<m8E`DT8SQ_PAU{j@EuLYBf8&s
zFo_qF>CIj2=Ka{nWYhI30Ucpd25Gq>SynO<5DMoBs}VpiYC0mr6s=EWYfj)nKe%R;
z-E!egM(_tAIiZi|Z(K>DO{>WE=G@~yK=Pdk5El`S&EkB8WUY0^Yk*V&g~U|$kXh5>
zd!>%DFbATD@VPHWVpH9>E?=c94}G#e;oPnlb4CQ%ZO2V)N~LqQd)R#Qva;ytt2WZl
za1*ig+78b?^h0r{S3vKu#=>lOrgj^cTqKv~HSTAGJlx?Qh$(ehX^#aIOtlpjv4C|2
zVfirb7v$%7*Of4P<W~cs92(%-ICedjW;Sf9<T2P9^p9u8C2%^J(tbGbc7LRaoCp3j
z!94wdzG*L<o#*F}`-PlNcmE}|Qi+Gop1Q;D%Zq3}Zp+!xrAfLM(+S{gnw&N0zC)*;
zZe_4I!gt_vnDTJ52RiQ4de(md2cvktrH7pm?BmHPMeVcdNJJjnR0cT1A=8^fJH%m2
zm8(dz<Hzo5?KVve8WlQ{NOF9uq3CVbC{xw=JI~g|(@8+5A|u=rPG~nBPe{mYSXxjp
z_~4&y^V|8D-hq2=wCv!gL}}}({{TQM0CTp0V&%?(o%<aL07G!!7iIQ@%~ci@=mJCF
zmd*7$S07R>j8)uEXDlB&FST)*vgirI3SO*6pHyqVo@+Yrk-p+T<f*o^ZEr8#?kDjb
z4sNs`M=(1X;-1Do0F%{7*QP3Eg2JMqcn8Ox9fM{wUmI>?dWAR6w+XKkpPO&i3HgB5
zl@`#DMeR9$ygd(poFHuFwB2a~oMjIq^vATb2IoVy+;k+ENgfAwt@S&ogv+h3zhMgK
zZ{OZ}eAwFJ(_peKeG6D29&byZMx5nd=9=F%J8D%;Jflw=0gboq^Rcq@Mtp7^1)V!U
zgwli0Au0UZ-H0+pWT9{j;Dg9GHvuzcQ+>T1;7QcH$(CN#zMeN*L44ZRK#pfzPp(~d
zZ>2qr3Ag8LuNX)Hb-#HW3G54r-EIX;Z-YqoLDe}T-CJ<<-;chEL;I6?Vtl-f$gs(g
zuk!UC5iZCgIZfAXNo8jC93nN&8FN$c;u`NGgH_m5LjD!+r!OEL;N_&)w7^Z_tGA;^
z)l}Raf`)(^Ps#Zsnkt^ce>HTKL7a8Zrw?9vCfd*B4P(Gqs{%f{n^Gl_m124b^9QYs
z=N(|a6qF-&bjG=RRDpr(LtGjh?pMN{S`4?sa|)42vEDBSzWpg^&7!BDjB{2<&3Y}b
zcozvbE^aZRQJjHt=BErJ2fq3|s*9TH$JXll+mp_#Im_kd3)1=XyX#{z5{a0SM}|$G
z31EI4fS`&4L-07ej9EgwkHAToEavf$Iahs!%HLZ^uQT4mah`bU0Nd-xW~7<de(>n!
z2Q-jxC!qtN`qCE=IGhKyEE>7*ACiDRC<9C=>7S9ZPl=U-QF;hT-v+%%V#3$9Mzr6P
zP{gR#85^K=1D(Ia8g)yfTi_@v7P1HR@wy<IkS_oZ(3Yp3Mv2&B+C>A)UOE@^WsyH3
z2C;fTuZc;gwtN43BNI`^!_<YI3m{)iCbpl}pJD-2soef>ORL!w*y-mRsEC|<edT`f
zxVU^b5Y5V^^Y#ccl}4d~<_ptubrNp$fn2(C;4Na?FYu2EM5kVMz^jtw!2qBs+;=yf
z00GB4678pP@&Lq%R0<kn;6z#usk+{xd(5ZQ0e=tRh}#EPBCe;p(^!x7s`+`uMcf+t
z;K}K|HXT0&1>Xf`^50~nH3pb}JkBgyDRU?L%e-}N=Y8Mxh93{c;w<jPd^1H6c!9Bg
z)b}C4VP;{WNqt&d1o)t%|KWqqLiebIDm-hHhFcr#=T=h%A2Q`>*BWC2MZRETUsGsF
zMPe2oKuLyvLTXRoOw#<#tdS|hha%)UJjy;(OAHG2zU%tpXI)9G`*AqzrHqYDHR0pN
zS;hz%AvSGHur27?t`RA^3i{$0zx<Dxe$3={49Dq@-wI5uFu7rl#;s2%#D7kV7d0{}
z3H`Dkm8L`FwGg+KmwihPi!RT@6OWp*+pqMX7S-J`TBMwNqu+x>g(vvEk#-t{Ht!SC
zH#MHjQSu59$r(xO_-@Ft8TlBZ#%ildrpiw<)Zk{mocY3y9Q0r3Ee{AVlh~br8FI^E
zClB||GZXq2w^fmu#|yFT%YAk7vxp|^e`GKo`-w&YtB~Iz!*E#vRPa}1uiHM~SG5M)
z!%z>$i~ZQ-txxWak)Icy+rQEKKXaU3cuZFJ1W>;8fqmV256X|@5YggFo1cylOIpl^
z7bIG&yNB4HuBcgA2}P<}?}v|@fUO5SF!_~dUo=Yp@ubL0bF8iao|NW$Q|&jcukZ3T
zm$A>!u~{jQ_#6j4`*Z~*1uA7$o6XPHx~r*7@hdCPqz)IqzX2AB5d20Xv~GY?Yg`{v
z#Cdfy*n$A^zNdrSaFmF9Lg)HC{NAuRd0_w$Lw{fMyvOW~=!bex(TSY=3fy2yXCyya
zx)>xRs3#_<GnN5cIi5jISgB}ncFQ$+XbTX7mI3aBs}bvKVmA@}i5v^Lv<Gtw6KS!E
zKPD5!#70j^eaJ?Nzi<s@?$b&frShQr(%SoZ(Ge|H5|mzRdHKS?qUEy7i%NIf`FK84
z4;ojGUpUD5rN_i10LW=^HfFcaURyb^B^63CzGWa^HV|X)FjwP-DH7OXz!vdSNYfBG
zoN~wrLm>(af>~a*4&7%;=8Y)OC&;AU(xZ{eJVSqC%frGW+rA5fWHsXoq-()bzW-7s
z7eK)RqD&O!X_{{0U25PeFBQP3NBdhd$CS-CufnVJgJcgNx!<^?Qw<C(^o^t#R<Jjo
zF7-p}j~Vod>=uDHDEBWh|2$d)FLbGtprc1kEEHJoIwTcrhHr~V&xRf{`o*i%L%VQi
zbO%3=YOS6`FIXz4q>MWvidEUWt*Hf@WLDQ5!@D+KDRj-IjhN+<**P|+$sI;Hk!QiI
zUF>#PITYgOkQg>HHg}!2Q0F)}tTLhFN*n_Vb&Lf@#0y^t7=;Z+8ccs}LtGUfF64e)
zx}%lPZL!-jK_z9LKD8IwN#Z;X?%Nr2snMK!3%ZX<ul3l28{BiiEUf*A=n&8D5g&MQ
zJX3fmhk!Nfa=NBy*>w9G`02wPnyn%2`5IWqb&=Pm@24)EfH3q3NWvt4!jr1glg!ef
zzAmBb-zjIm))7!57LHx*_ov_Q(}nXfngPC!mSe&X2CnM;S<(meB-f8_cVS@_072uh
zMT;IGgz&V&4|sX_g^wC7P0uu8ULR7F@5Ah$S`j%9tHKqP3^C|5?1xxu4OW9^KO8yf
z^bGnJ^bf|iIxb#yjXW>>2d{CHwyCUPPh{S1)_%S_Ci!;685w~1OvKjxiJSlh><Lhq
zmEMgl6&K$X3jxsP)U%s1Uhg^rUdxikMHVU|B8Ue7>MCoW$4)CfzVB?1_@kzJahLEa
zYgmT`a-VKc$7)<P0`8K9f7~U*tq(39El1Y?Gp$VjutCu1f%Z`I!qhB3OWG-RPwrZ#
zI{cO<aJz^mlTc!3V;gaITeX|vJJ}3&ue6q54@CB9x$%?!x@^$5(xTmZp@8gkaH>q-
zaN{tM)7osUr^lA44Uj`Z&q>x#;H_~yE;{c~wJxGjYmb>6t(Hr*?fnC}uWpJ;wH_9L
zcaQmE9c$tcU~JJ5YeZXX=D5U!&Op!q^&TR@3-gGoL<ZW-x2!35AWCi;YU-P&C$D>*
zsIe+8!&_9m>NXQ~QiX#g)(#DYe7OW0(G-g^-uc-Ad4&{F2KDwRLwUp+_zj(f1Y7Y!
zr^T4}kD1cgb+#ioI)Q}_*eW1JED2Q&;@W;(Rx$be5hi>>h$=$GtnvlKLI!Dx3aan@
zv?}{O&3vg8P)m@Vw<-mT2fu$LFGfyCW@yJ*^;aT2`|Q@u6x|*yV3kKe&)FvfUNWkh
z3BN8Gde>+W%D_;hZxwn{7EYKGK7J_aX05ZT=(xA5%J+Pmyii<HJCT`lR#BSlc$SOs
z^reyCbG+=!ZSC{<2(^;hJLcS!Z(RVhr3T3Fw-oEHk0(l7SJSr)gORFQTCQ53&MU<v
z@kqCJY?haEwVoRxt$yd*kCEbZG9Uvsj3B-D(i}T!&4g|@enzPtHr;1-uL6@Dx7l{m
z;rm5$h*_3+5+>6PfVnv(4CiCM9_!Uot<WE8uuI(EcR6TXE|Zt$>1Z$}CoxL4?&=N0
zyFbZf27szY)2W^z^_r=vDLCx$YrxLNa~SpABK;kjQHu4Xtk}_gUuLOf^3`-fG%mZP
ziS5z2|Ml9WcFZ(}U!9TfP$-oTS-(NgWSPO`2>ifc(KtuBzO4O_V40+b8S6GU$3T~p
z;z5dj;X}h)+KEOAJws0u3dx(bS$5_fHIZ`Ok|6E*pEIr1)?szsNre`EyGuQykDwNX
zoT&>C6OCIKZfLBegY9>|SM*X}c!K2l!A0jTL0L(`;Athh3#dY))CL};uk%t^w?fJU
zwdZiSgAxh^hlErhpa*wx5<dBVi7$K~@fPe}kvK;p4w*}FpTuh6?uhULR~-`b>srXD
z;D&RtBD8>qniLNdg=}s2;{u;yXsu{Ao_$@I>Ez>}qf^OH%-q2@0*aF{87>y>`_(pN
zRlsRWcSHOpt>K4-Bh$SKT!kI*^&qQg<z=kl6XWUdbC^}^zXqdq0SducP$RI1A@1at
zmljC(O{7=Qq8FEKnSJDYW)d=ur@EX{aoM2lG?Csag;f2(kHgGpBb;N{BrKA_A^l=s
zde=M8T2PR|##7LXX1SxpzyA#C$CSrkZ?8re6B<Cvart5!8(`MlJt@Z04q2woPgCh0
zneIE^pgMr0wn`eB6z@%JgH9HgN+z&tCL<M@KYBP}UZBS?%_yfsr4H2b%G08`aylH`
z&Ph=cukGljnS8Ojg$+wD+}w&4KbjKqN>fn|ntSJpm8XS)Zn_k}3h;kx!UR!-x)>MN
zzBk&^?F4O5bk;R+;FYC2xvbxi3~p)SA6$I{9xhtx;)t(VYe7OAJ*RWB&+2yX2tBC;
zRMPBmN|s%-)?ewSe`?xsfo8s%|LXH~1FhssUy_D&QY`#xS!@j~+htiWbTyfGL+W<@
zTh%>VZL537JNhwm=6CO=E+<5`t`#U#D2;}|xP&qG7Nf2zK$^d|f2Tr{C;v{*KDblu
z^tPQqaynWClXe=(O2!BCO^nN65tg$@BTZjqA1hDnLbU-Vvou7<vnda`0%-VJm5z`_
z!93ZgA-nibP0I@RZS^ZU$>^tTUuE(|%Li1GmYYWh(-b`lkVZgzX%4=nFoDphA)Csg
zWZ1P-;&khk!?HJKlQlRN;l4v!-;I!)%7fpm4H(&Og5;88Os&0PDBoe9+KJ>xfFD92
zD>xZ*dMSXs>$Vb|z5Lh0U=9BVS$Tzdf&iFjA6kU_Fg?J_M3F)LWbvF|BeyE{7HdO@
zw(wGCu&pU^h(Cd3+~ypvSwc#4b$Tu5accQqxpdsc+>D`yarS)>L9|C&_coFP<9Qky
z6^nj``x|(uwY(-u+4EH{1A&g%(2&fkEuGk=5>EZGDgM|2t(-=~QeG~&3$125@!wHn
zHQqnQcc}~*OIhUw6+#;}iWu?G!A;|OozN5`;pQVD@{p7YWQ+Vi|4Oik^NZ!-y^yn;
zeZ%^LPFn`(SEY!5N-JO`yqNU_hCtU@!mC`fwW{8z@L{FT()7J|8}sgAXl${n%s|nN
zlQ`C;p4N<mF+E8OlbtIeNWp+^*dKNP|4a`Z{@Undw2j$y{)h4Tn+@~lD8hA4Ui#Mf
z8TYav^Za0HVWWynA{P90@7&DZ=M$-_-HAXuXhvS?IMztDS)Hy;vA9^fEZ00>*Q!i8
zx8#f^#_5>VzcO_larM@Q{<M8eY}ZV%?~5tSS;VmCsaG@uF(RL?Zm>#EonMWCT_XGT
zDDB8BnWx_l0g_`)%ee86hL9M6Dc^mCAoB&|X}!eZ9}^@wbyF8P-cO|B){z0x(Vu0P
zDYLP5G~P`ft}7-?%VU?}4jL;LyBd^s3|Vj<;@8pUTITf>S>ItjvA>B3GfI)z*}Xa?
z7V!d(s{m;Nz1llYHO9B)uC!Ds8JEav8ZnT^?D_s^nuymr-$cu`AkZ!D_5$`)BRYe!
z-`v+1dLEv941mq0!F59-C{WoaIr;F$%zI5req&Pz!VRppCJ5*^efCY2w&nTn(k-Pw
z^Z(L3=-vpp&7eA?Y)VxVQ?={LuNg!CNL)^X9mci)P#^L;8)VQf;oM(aZ78O`0jJp|
zKZ@K4+si4S**3X<^nOiGu|MWc2!<WB3|t)LL<#vuZ8t0PK4Wi4@;gbOC(O4-4fC69
zolym}1S&p;5XImGvF~_WT7d|`K{&14!k;Wy-?g9C&~kMuF(jDU=Zi|TVGm7X3u8*;
zd14Jr_3XOXeHn`-n$80e8iSxPWc!4|fE@-hF3&guuAfacYe|6DJz7I6<F{h7jPg8f
zvXSF3rf4yiVVmzCSSM})g(Bvv1h$2rD>xJMkq&W*lx4C2V@@9@a9t&FTZi12tybj%
z`;pkYwk0NQP@FZPYgNvvRe<$G9s2LV4K3SWeHlRhXN;dQ3Hje(BAQU?SP40r*^Mx2
zc7uRjMx+M81G-KNp|d{?gH}$cP_}5|TSIj?c=hALrzO=$^%O>P+Hl@4?9n>>@C~F?
z*L+Y;I3|kvE7fs{!#9ywM3~K@p##42OBhfE3%Yj}HSb4t0t{D{U`9!l{8kROvANjc
zrV|i}Xe#qZ&rgQHOzER%j4`6}U?y!cO5~s^8HG;!?dU<devLNCp<B`W-pLj4VmPXO
z!n&J}s2H#6_jR1WxRy0w+0UdwqBF?D8APwg+;pn>QoJW87!NRxnjCrc>S8e0=ASs6
z(L|4mPpXSc&alJ4KM28;A@+m?#0~Y$*VWZPk{;+r)YNLjJ3z2zjG4WR^uPmV6@q`6
zRfLS<|Ivwr8i)qgeCh}3uK<HVFzr_yfJ9|7ViB=i;n&;<VOJ2h3tf$k@z`*WZZDlk
z2rk8c%<mYQHV*CoaawgPw}VT0s}dU@e7Q^Q!!j98!H`3T5<l&5t3ofe-DW4bOS%Sj
z#;h0)r)7$i?z`1Jb@h#eS51F6;oZ$p;Ur`6Xy)WD`Ph8)N?MLS4mMnP$d;BNso=8!
zW1w8`joN1t_pENF7KOOPmD=rZDxDvDhy!J8m3uX#^090o2G+s9@uOS_;ulTHW`U!v
z5SdydJht(7Wx=)45SV8W(mRdRS<U5P6ukXvwIm&NtubPShe@(yqlWLZ<vqHoP@cy}
z1%255Pf*nB;HfTvb~^v}X!3s_NGS>u0<c^Q!VsH4!G0n(!QzbaAHMV7sV+je)%SY~
z;ifVaGmQw!l~=c1ZY}fRIx(MBvv1C|+4>i4>PoO04y)MEzk(AD!wJr2SBR}DCFPHa
zh>D7{3Bqy}r=0O@e$JZu9-aQ1>?D-?_G56J3~RprPvRTgRqJFO2HI23>RRkT!!edZ
zl&+W{zz8RLG$a^wR~$Oz1;a{)3VvD%CUZVo#ChSG{Py9T;j0Z?hRjG49k#h_-5rcV
zUj~BAuXI_Ey?CxR{;Gy4_ySQ{N|9&p8AXw)JOB%Avk1!&tNg*e^9z)rRURP>L&_be
zNz`W)MQfo7!q!Y!q-sI+bcXR0lHoNTPT0U7hSC4esID$B<^C@m7_AdqX9hK>%ZoDR
zmzNbO8!IL{0fqLDHWh_ySvwi<&w}cJdc9gHM8>0(M{vOC%G9mE%EsUlEm~(_XF^e2
z`k6;>fyCaE5K??#6ec&-Z^x20v`64ea(zX=F;Z0Im#o?(%FPqkX5j-DHNS{4e`&0B
znR!TW#Gukl<~{zO#QHzD<CqPkX7ZFQNYK?2CTZ9pC9cKs*SXodbn~{H4Rj+m+J5<O
z)mI5Z!rBIdM;j6+6UVki?n9WLLJ@bPiK^mF(=cJ2AC+~H`X;nlqvCbb5Ko@U&{CE4
zZHj)+HR8ov#IXI~)1-{;Yt?I_qu{;b-QBpVbI^9h9OX;>jvja*B|{teY9jtOf$@5W
z_*aMb<(iQq(?uIA=P!*tmtm7uFmw@7k(XQGvKIwE09)%k(_H$LQaUS<4VD<f-DqG~
z2q*RXjb@-_o+7O^lK_9zHC!u8soV^A(KL#fbhngU{*#R2emzNoT9q7z9<h*AK!ZTA
z<oE@32Sp>>!aE<R#a0?Y4S9u-5<RUfGSl*LBV8<2qpr`vU&piAghNxQvec{M*k-r_
zevAt(=dXdgSW_Zf4xzN!Q-k>BVp1RT#}cQu!J}uUA$O7{cI(nuD?lZV8_?T!En`Hq
z(Y!-);QzKsZ;U*f>*=b2-RZ-KCWLE=E!Oq{DdXTh_BuYIbYfW54%^0yU_%b>|11w>
zJB~LRuxh|%^)J}i4Nw>_w=S}N817=*ela9*1uy6BHW`)Ma(j8<<$<(*G^4NTxy)&!
zRbrNvGPDGRC5w4x1-{-V^KVIwsCG5jj?$k}hD=ZePw~o4*OR`zouW+&wT-7jEKpBQ
zBceUItggw2hnM*@n^elmzRL8ANE3CrPR>2F#VUUOeexRa-S1HwFplajWD&*0ag6uS
z(1p5CLRdy*<rop>8dL5NO;P2$VtZG=z*tKW=Ovcq0wcU(q=RP{-g!52SU%Mt@Q+|O
zD)eF?r;%aUj%j7K$l+(EF^<l359AYMTgJ?S?&i<&oIF)b4bGB<tlma~fRutOW|mu4
zr3VPa>1dqLe6IM+ZA02V0zx)a-M6dAy2C0C)QDd%2rnn^KkM{zfqmi90QZsJ>C|0z
z4J0bG+hru!Rz!<dkrMT9s;kmKi?@{-J+tOh-=Iyr&^DL+YCe5VI+BvP#Zs!QlnF$s
z=_=QXABm^Lg5$*96&*I!M4XmaCe?#D?#^~0ERi6x%9cFKu;USzn2MTdElH@jQ>%@0
zA~7aho}k2DMiNzoxYMWhZd>eX>vp^o?auf(!(9;=7qVWnQFQ@2ta!FX?>q?$wlblF
zjm4S|qk{<-Zmy+)#<P2m$HL*nkR(({rG5XvnWdNqdZw$HqtshB$&#Hu1VWtg4NNVa
zpGS+|937G&g2CZbx3)Xs=W)6cBRq2lQ7inWNO1%)Zr8T-7v!fni@0|g74`<yEiN3L
zX5@W<*Vy-<|Mg}sCkX=#ba4Oo%);x{;P2N)shv+*2Ao(T(`e3{;H>UQ5X`b&BGuuP
zTp$rYyIBU%Po}X$SgwfP(e!{%VcW6_o?yu3$RK~@kKUR%mrcn<FC$i{e)Orqp92yn
zZ@z!r2<r|amJaP#hR6e(XswOfU`|~jFP$elv5Uvvbc5LY07nT|9%jd*TZSZG?g}^*
zm5EuZ{caYRLDxEA&dtYg5%DK~&X!e&GjCL=s7WrvwoGIoYR(OY9ePo#dm^GXoBPXY
zY6fEBh<buVq|)}=V;*5m-t=`8M)7mjpMNJYda$2#&#b|gg#SS7S{0fB`<fH-i4hHW
zPP@MBp}$VCKd12DM-JFZzQ8V)aFio+0bL?e+lzmPlCUL3Evw+`Pn1aWn*>4VJIKy{
zoTZVxFj$q%9tFX{S`irAHzW=c`@OhMXxCdS%#YSs3NRE{dJK`m`1zIuWa30dmqQ8q
zGNncZPl6JII<YiJ7cM))1$X6$jS6VbW6Ds?D!a-S&R-xupW5ViZ9&-UPxUnb6D<zx
zO381#0@Cs^vT5Mk^*P?K*5Q06%BT=Q$L1smiSb+zR|pvb74r%Z%I$mq0oV0Pu*f`w
z!(wbB*hwgTorOh}l8^}P6_);~`y!N>ni;jfJO?H?1m|CkP@fo0;sD6z@7Xa)L{5-6
zMKVy<QEl#8rs0||C9pn60%N_1!UF5>3fe_K&R_+ncr43@8`QP-n#p$iCFDBO2WOZl
z&B97Q{~$@f<YNyZZ+->|88PS2HC!;nqLQyCgNZKi6Cp7H65W3eTLyho!>%`>H}5iV
zVL=i^c(oc0L^fcFzg1+WGlMi?p35iGuz(zLCDy-#aq3`4Jtjax)tfRN!O=|iw@%2{
zsjMBeyi2o!2u8YcL_|h6&9-}5bY{VYv^18VdAA)dGIs8X{ol4ZLTvs#3|{ZXSy=u$
zd;h-Cyng{x|Cw$Q{FFvpwfjy=#>!yLM`2Jd<EJMVVvsX)F-;X#{jN$i^oCP|+m}?V
zwIizfC^D@4lwb!jj{Z7ktv6{uP^i-B@$P<rt0};Vc}c`?h@=0kwe|lT=vkm|N%8g&
z2IU6C^suBG3Mm<N=))3*JZ2MU@IhYOa%EDm$(YfplrUlgihDbCa5WftMi@wW8m&G&
zJ`m?1W)f<u5cD%8W0(z{xr4%zF`N061gaButouAijrU@8vMmj{{~+pD;@)1eJO$8G
zIV**E<@UO>bVTb4Ux~f{udf6@hoGWQGs(V{id-2zEM=gGOvM1Ay8Rq|%bihUW(k%a
zciXoj4C6&0OUPr@a<bm1nNpM6{3cgFRm6JcInajK+JDG@(q}xQn&dtxn;&1(-ZLdI
zf+#}E+4)fqo#D^*0hFymyd9z{-*n1v0{uKl`F-Yb$sWJ))P7X7n*Eq{E9wv7Ht2hf
zr!Z7{GL7rYN)k-v!YHD7b919aMF_q(#0DBBhHWXy-q^(RZ()sT+sV*LskSB06@!Cm
z_8#mg^e(E8e0TBw9@syP&F{NF$>#3{e!X419_nxlB4JBr<tWWxKD0k_^>Lgr6K~_G
z-bUe5sQrr1;gu<eGWQ~}sm3sXYJuF&ph+W|%>hQ;Wt}uoA(mjo;qcs*kKS~Uc&VBb
z1PM>Dl1=cNgq+g~qC5t2splqjDKYk?32v!@y_bQPHh5$3L*!QHUAjf0JcO_2a7;$X
z8~o2+Bx{L}Z>8WrkeOe8ep`r~*nlqKI<qC3EH^bXdk`|#J#MM^Mt#R7y;drFBRj*Y
zlC0p+5lBKBspNJ~rb3_Xo{(0iA@)M4G+vxZ_)~Sb0gbU`%fIOsdwHtU{9$`ga#w-z
zw0}lL{+4QRfV-!fue2so7E-jYqXt<q99Rc;jcF^1<`j&DwlA@b&@z<I?xwl|#4jHX
zDwcPqs`8s;B)1=PHwMvyIVR9L=H8{@7-&V)^c7jdrhiiZU7Y*P0U|L+c9r8p;%bsm
z;J!}`jTzO23@MJlPe2tUM7J)>@Ya5;S205-F=b+m*WLRloj;rGitz_srdC7dmslHn
zyF`0Tu0~aVvKBKtX^I*2ILxUtagc)MmWxhdun=OmqI$Y_eHOHfgMRZhwCFeKBCG|8
zlaEC*ry1v?5=%K|&>%JBKfdo3j=aLCul1?dDf*zT^Z;$AyLfgS44M&xb5bz`-m}0l
zqf{paq$+lL*PT>)zQ@6Rc-WZDira`x2<fD{XH_Hjj2HX=@2j>)dPzV7VK6ZLb#8vL
z)N;gn-QQ#DAUqU@bvD7{5}5HxvAzrwFU*5Vb-6Q|=KF^qDINP06tn>F2^P}voP|1D
zMgC$0ZkIq%P`WmsBfZ6vfnn!hJbXCM-C6aFd$x9~R^0%s{BqM?0UtZNN0n#|5cRc5
zJ<WG@1AzM%y)75r>(tbC+&=);MdAbLpa0p4bS*a{pslyFn~HV4%o0Le`T*ynT8Z&+
zbr-P3PILdO+T$L8RLm`7Uz3CGeRUYjlsYX-T)wz>j;Ct6%#4&i2K7HL+LS)eAbt(a
z*ztS}NItL6yk2rBB|5<b)EPT^%!GH_)DDZ6i#bvYPv?!PN-nf2Wg5corMXT30X^+r
z$V;E{W6-BLoYnc)G$2mo+f&x<7tBL_&AOL>#r5VZ=EME-XOGilWo>nir!?d%P4|mi
zZ_OS={F-~r=f`dO7LM)e85{&I<H@Usp`qf|r{(($3NC<WXnkI)d_*+hSVzQRbYCo!
zb~SH(z8R)P<ay}t4a2!V4L?-=n-}EsNJ6UQpCU}OLi2k8-e-r(T0txEt*Co+<{;h;
zWCjw0La*J2`%lABJ*t4OG!Y2$qLoFACdTFT)gstAr8y=4@V3{l5?t!AE<E*+<2_j*
z0qv?sv?Uc<Jo_@y=BnS%b0_b!86^3^OSoK71^)M@%$0UuY+UU;ExtBhiFW_|7>k}K
zMGIUd=up8rYobtG<%f*G-Lu2|f0fLxU`*wyn$nF+*SF1tv(ndQTUA!*24{t9DAYfy
z-u;hO2Qr*c_2vPO^IKn?b*Is=x#N9u_IhtP%I(M1+c7#+Q4HQ}u@Eelqc&t_qaly`
z<ZA>ftPh0ljy(yiiGZER?zWcq@K$HF`-+?Mtj}$P>%6aZ>BHrgdg|RxFCxWc1RIUY
zdlFKy1H(WGR9DDXw_{dZ6z4!y)dm8ec`6Y30{cAKs!flqT48H(rg?Yy0-eMbQA#GA
zo_!$sc0rC%R5Ym4>KA8w@z$f!VXx^{0v9*YWzzMeSk1=9es{c@gy~yXnyz%vYjRbV
zB<EHepz)#5bxLMy)rk*GQ`ySY^z^^AXvETukEWgu?mKe1SeC`Vx;c@?WivmNoya|W
zhQ%xn%%~F!FIckQPrlIS_5Gu<;4m=r{jdh8F4XI+{El5B$>(~xH;!CV06L`}_~m<i
zg}A3%*f7h*dB92(h<{iI%!AiFPtJItRTo%zSpjSp&@OxohtyK5v+AC=Q+IyN{u%k3
z{bP{}$nReU0XhI9fV0u>3RW}rW){8QW|f%V`(o)ICQo!4>+Mw=42N=JwVb!B=U_!P
zI_Q&G1{V#+$JXchj?U?u$Vgm{##(D?Oz*#~c!N{FCePA8UkxqT{9ltzX3ccTHk63&
zriZ`8#ENJ3%#yW~3O%V<9)?%;Zc#mKk6w|ljWOHecbX$(R_C87h#_^cw<;2PXUJJ`
zPBKJD&hzlY6L(NhGWkA_rh4hz{?B&c_aaHF9;m`vcBRrB)eL!r*8b0-D+f_m-53t+
zY|ICE=GNbXzY_XM-LB1cSK4w`*)#7%F*M;TFRnZ}-ruCGpL)wRQWP;Vr?EiHlk2Im
zWhC^V6e@K)PkZ$CN?;`*O0)cw{N><_k=b|vBoRGdS`sd%SZyE!c+6tfRj|`-^eu2~
zJ<ON6fmA`j+)$s)aTsAzzwOeVR3CiYY?%<4<aR}_3*CfR+Hn;QB^HWjd$b*v!r-p2
zXz(J@+NB?AJwGxcba|NKv{`<BjU_S>lhnC@1{zt}<;$}?^f$G7!`v2YzcV3%`>J*=
zwQr)Ai!^KNn>GKFRdoH^B`{DjmG^o;`}VTI-hono>28ScVKp_A0>@*tZ$kP*#)&jQ
zzrCobcn<(%&3Q4(=k6+h9|)fUgaWP3W1rX`SNGlSCTTSru6l3@YcTd-y2Pd#GUFjK
zjhY{fd@(+#ZHFLD4U!E)@#v|U#3MJzne!!$CDacX`PNtxvjCqb+puPt8TvY+hiF!u
zFmoEY%SQO5#@%Fxl#o{$2U2crqhjB<lXRICe-Ij*XvF%Uf;kBF;c3$+iiK3+{5=iv
z#U*ZR$c#cAc9#?t;I&upZ1GD(Ph6gAT!GCMw?P4te{LqlXF49v`o-fGX5IaLemhR7
zepEj1zxfqoDKZ$orsZODis*h53q;$7<1y~^;L_#i=T~9rCu%b_aosNwKAeo~Pg@Xh
z>Yf~1))nQ5hLh?JLjiGA7onC9M?k~`0>R{U4=(-wLT+xL;~3-;U@2>T+G<2az)4>^
zf0PkUak>gUc6(M@z6PvBxIkcMBiA3*I#<8Iy6ED~y+lDF6$Xul^|70L<RQ~p&$70X
zregV*)ial4m-NR$KnByilc8N3>OG_FV7)-00;DP9al60k`C+2>UkuJI&QtX3@sFeU
zef#{A(NQLK#C;2u<l8eSJ=yQ<V<TSXPr?L_E8X@Lv>H_ph1&Pa=+raEK*;cZX{-K9
zTL#|`q=<68E3^n8_v(iH^_____E&}DX#C=O5Yg}Mho3Vq>C>FHToz$;I9dy)e>%Lo
zOcV>nIlITD!{tcRGUzk3p;rE?Qf;btAHD4Mkq>#U3i_aj_rbM;b)`|4cs}DG!E%J>
zk%_0zJMu^UO6*~Iz@1BuA}&T>j9rhwefYS?2!aCTRC+m;`mPYG#&I<*wM7g?1r?$p
zL(Cf+q=OkDbxNC1r0HiGbn3U&H)w5gs3ppr)-W2@-_gR?9uy0-zTcF+!>XrB*-%cW
zLQno}b^2ixyb<)gz)n~Lxr(-%6B7qt`EB8*hEms&te~Vq-JRoZ`qteQ$R$5`0&l~f
zUx6Qflm0yvFsUYG`S!9e?wVIkBInJ>Ky~uKuUxIU*;&^mOL_v2(T~!%PCXHU7YC}e
zB-VKB7G}d2MaU76(v3Og<+pdst|Hh!`U8r`3TGf2S=d>X^)Cwcid2JJ&X@SuSgY}@
z+5*i=AHR*L1#j6r`WNSV+>w)<g}1s{0@@b*<nDV3rQnZl%~ySYya`hq>&ef@LV)3i
zngr15&B_`qtnp1wDqJ0?p0Com3G0t#ME`P_8wQ@OcDEi6E&2JIC!M`dd$HPuhdR$N
zR{wGP)GnCxaoYUGj2O$jM3eZ#P4%q?gd#^k5;!vc_JX=!6*B_(n@%xH>3GLkUSI?H
zFx%G+kd_7lANJ;5h!G^-HXko13~lA$F|X$G)gxshVgRI0PjKI%18=1r^~XRF;f+&r
ztz>qO{NwvxDNd;8{ue>fxCEXEpaHw;2O>u!qNC%%VPm!JF10IEA9WwX8dCs|-~+%4
z#<pJk0;tu)KtRFf?FVQxx9Aq=Mu0}X7GTYZrRPp(cm%TBnzzIpHqXaQa`7*H2$Kl?
z!!Ykt`JUt6KDrdERi73-x8&xldRU%MCv~^pT|R&BtKXKy;a$}IHT2h%gmCbfZ0R8?
zOyHqAO{U#y4Oj?kzgo-#LCn$d@Ub5ETl?<UKLTAZsmXyD?pANjy;hfQRgyCxI$rbJ
z96YmD%JnMUIeqI|&VGr<Nv9@n#ca#ri1gE1tVj6z&4Wkcx7*sM)bO!k&v^nx<);~=
z!a}MXKz%dZ`nU!J2{r!>5}Lu(ba?d9ZrQ2DWoHe;V%%A7wQ91vu0h;`w~}27#^0}<
zt5eG6@F@YWU+ZR4MH(<yQ>?qBr-}J~3B%w%Lm0m$=@cw&KE@P-qERi5G{Di?FIFxI
zmds$J6~o<RXx&3<TS&$LE`=}Y#s9`R=#98+Ir*4ox=R-m*{G&2cIK~>NsybgmT~qJ
zbgylUxGK?}yU0zSJJUy`NSKKSI0G8G2}D<h3>DE{Nx#ex7slOOD9zrYaD4e4@2d^@
z(#L~&7aZJbT#ax7#aK<(vtQ)+L1f&wlly#+x6N0YbbyI15@8_)MPw|3u$5b<JH`2I
zKEd0_=)c4^Nx8{Pr{fZz^Gj-6E9sRcEPx=#wH+hgI14H@lE+g$Df{Z-D8>f-o>utS
zK^e;5TEJj1-ESs211v3e<?JqM44lN#=w`U8s0Ko&c@=aAXkbv|n8`}OwN6L((vxDd
z9zgE!F^83WkC+QORdn~%gwtE<RjWiNp~G}ka$-CMiFfW(nLWtUFD2jPmO>1?c^76Z
znpxuZ^R$Q4nD{e3<v28u=4iz-#YatsiF>X5(~CjoD(kJOaJp`R$4Xg11jtY#3!<sh
z=65|#I&Q6T{*_Ib=92f)1bkl?^TY_;Pv^FmHOgI=YI0({K%EKg`|{3*lUdR{O2g-i
z)4Fr;Y*uc3{P`|UX!K%*u6d6a^&sGO6h~8oV_Pus3?_dIJvq<RraGElWrjE3J^f?_
zUPJ)4SpMuTB>my?q$Zrj{$%ljhPi`#@H5C;LX~RRyl3<nuQG#(;SJnmLo*JA$L3xa
z=|VJCBs$aaRlX!pV*4W$2tkWsY7%E6+u0f&h{WB52uSh>=sTHQZXSnW{ye!PW<ia3
z`gU7**~e}sq`P4+nd3EEgHEq9Fi6%eP9)uUQzDv8YJ{0umKbc}5F695y!U}hlkD8>
z(~4YTWO;khK5AgJA)x7;q~=$51+DA+SUZH74HBU)Ti9+<UyZJ^GRH1t9V9Nsx>6D5
z>v3Ize*@DcRonJ0Ws*qgyaI48z#T>()Bp69i0`6=?yQpdTYz~#7a~)f-Dc|HxsQ6&
zqVo2XT-^nM@+G{xdB8uEO2>3)r(-A+qBWDr{PtI>qWI9;M_6_r(w_ayi-S^m5F2X*
z-OuS=j6osqD;$O6_n&W`nzM)+5UhUXf=#7v7OKpQ>+6>X%Y&x{^~xH<fxtw21_#c%
z_S+79Gn5HNDe<Cu*Cv8c2a|3|<KpOTT^y{1EF6WF2X+_&-|HuVlncGt@<kzrh^o3{
zNw*Fx??@aDG@wwPQ?Gqw;2o5>L4PStM50W^)T6M|>Ba88f$~mvvfu|s7rr;75QTIb
zPe^|<SvG;r>MKO@(u@A%4*xqbI*YO&Y|Hew<Sba8*Nw-=FT;j?_k|~t6)=S%^$(ib
z&>JKwREkLOue<-h#?CS-%C>L!DhQ4s9ny$^fHVk7C^aA{LpMk_(kY!oDBY3+BQbOh
z-8bDxihy*EG>GmC)aQMC_r3Po^X2?7ti?6!I{P^OzvHb+Z;|UHku9~`Y%z=YJVQP_
zZsi9A$;jwlDx#!D3qQxYB#B?D)VeM3AdkIQCjGAPEIW>UI!sR4CX7Jwk^6h!rSecE
zzw9<18s?+)LEm}_q@3%3^Qr!Dykr8?Bu>f9-8&!(px(7q+B~-QT><wIBu-u~t|gU`
z`|%#>!ivm3Mu#3b=^lD^L^5lEvihk#mfP!o_OHD8L?hW!;ZKEtJ45^Ji_BG3;a;+C
zjoiROTrJm-qli%SO;oDL`rv;nf`+5}RR6o)6CgbOsi-BKIfNqImXcZtKK2do7&Hiv
zn}5tSL}}f*KbhT`?9OBDKJUuWGQ+Z)fh>CC_|3ciBlg<@%HXtwDbyFDO%(+edtL6<
z{G5IO(K5q%js|_nWmwuv2!2z16UN_;3)4C{uhryvg)YMhJF85Bx3O>LSA*3onL8q=
zaAlq~xVN=T!N_kBbY&$px|@oqr^eNw>q~_Uk1tKFm)At@Z)9b6Gbq)N2rok}A5o|l
zVkb{NVPPoXln>4d(EJ?r(TvDNnW!YiJC_>XJ@QQ@jGFC1{aBggy5=rMMZx+RS<c%+
z0HefMsr+U`-T4V^=+*tClG-m70;n$j4-4n|w#p-H{n~Lwkc^?8K<uE5|3!0&aw(;5
zYw5O@628Q2#7@&CP(IxJN|m|sSP=1s=jYU0B*|=L=Lk3>&DdJKXpFco0J~Kvv9>_r
zvXP-cm3i7Lz6>krhDDDr&nW;KVUY)wd7<&pTd!OADH%vZf+eSf4>uk=i}N9r$i6{>
zfb<6z7`n26wXxKY)CnVux%IS#T1RH3hSY6VC3yG~OMVLv!XNi87Ew{>IeT!5_|I0~
z8sD7G4q{r;30{WUa!uCB{$*3KeQ?oeO>Tk*U|5UiD3g^7+R2~)rl@|$B_dDpp;g#O
zI)ToEdM<BnnMqoDSM^Lwe<&Y))pd<9P^pOd-v*cs28C|dz<R#_)@rUZkXnEU9LjN(
zN@;yrt^=)+M}Ew$1^ZP>3b%$+ZDx(FCwB6G=s|v#%bfWTMu?HvTq1ip9fa3ks&g>U
z9b&v2o`4VEmFywQe$G+itPijbq=F2;hFRN-%y!dZ@hU5pnAg2QFx7_=Fr8;!+(nO=
zOOYSYQ>b}oDT3dVB<jQiqFb^w;oi+2FOcqKJ<hx}BPNTXem8J29#3vVtb$N1qaXZ!
ziOjy(X#7+(1Y+wBlE{UvzYk{{Gn~c9bkrW952M@Kc3>a&;<~{vGsLg7-=u(*iE$$D
z=Y;+QmsM;oJL9E-SN>P(!YqXUubQ;0TfYAkE?yh`#U{-E;Dhqw$g)WNblS#HEgk$a
z)uARVp721o9DHBSg2@0Uw|<HEQKM-`AkiI@s*u~d;F%t5+$2K8q^?%U#N1*6$I`tb
zp5;<9{sEyy$fK2lm7F)CaUvpEOmoy)Any)1p5gkBAg(TJNO!-bo7VKAD$^{z&Q3_2
zbwwG-GUa~cuF8!%g^{+WVbB_PbmF8$E^SscOI8|N@iCXj!Mlrb`issH5bjLJDd>iE
zjQMM#!OUR!Gd&jZs{CTY14EtLuKoS=wJGBc{F;XkC8@*H^~fjhyrtQDdM7q4Crnvp
z_1k{M7u$Obvmk=Qr+?9J2<-o_Y4*BI`hV2V)@%%PPnJ>^rt@JZ`HPoeMbj!0GY@U-
zEOnb*;rIs&R-BZdhS4Va#NxA_Y!|+>@^_fLqv8Ykj90r#$Hog5c?Ij~4z^~4Le<I^
zA2<P3?n7~f7}*@Lxb>Ol@`+($Po0Z-hM$|WkR+AR8IW>dQc3FISPHC~p`hLLGAe5j
zuT%SvhKeCG?}kSW{gzcDp>vPvnk@8!$RR{2k^)8SED$OO`H1pDi7dFQv;T+=#GE|U
za1Ut^Z|;P)>M*>0-h#l1WukSr{y|k=)?PV;Nm#DZf2UEzP^#nG;rkY+dpj7wWzKu<
z-`<NQFPTSr^#p$nmcRH(uZcWmjEu(aArDoU?y8nk-jT9EsTURV^QBh7%zRO@R&wt|
z^HZ~5TB#`4l6lOm5IE<uyu!)Gdklhyc0?N$r1L*?=?cqR?J~J5s`Dr_{+s+wPD=@h
z7yO}F0&T7YTXH?#xSkmF+b0oH#cd-bd3xDo_IVQcbJ$|E?mWRzr!r$1G7*EeBU0YN
z^>enk%bllhhtZ@+AjTssiY+M4GLZZcd)<=i<Zg<#j)-caES}2bHtx;Oxtxv4YvKGB
z<k_#jF4MM@fOIl}9V3;t3kyMbG2%JmaRc8k8HDos<l9RQz2;~tvX0&R(-**ALr$M%
z2v8G|dv8o)h5q3c<1zT?xT7UfU|=sa3hJemm&TT$KTK7HnkD$}1YlSUuII2!!q=)q
zNOYZ7GFLA$y>4Pw4f8{f49y+CmrbL5Yupy!1nF1_my%PFRMWGFQhjQKBQ5~qTrrRT
zbV08;2Uvwuse>SJT6xh&)cUqf(q2@?pfq{ux@E`AJwza(w1X88bte|v78HQZ3|y|T
zuFrLu((N8IBhjsJa_+IEP~mae|F?9P$m{jItnV*9ivwWq{eg;!5ix5HS8Lx-AvR5r
zu?;DJ96lcP5UNpP-%BPK)=+OpQ;i`|%0?-%7br1DpE=%iEknn7ViP-@{tv%6nf6kV
z|46zWOS%k7_Hk<hHp~#@wGHK<Z-rDQC-+U1EPqpHRi@o#@1m^Eg-4}l-VC=hhE0c;
z_7U$nhLm}UdO#mIKAsseXwRCz-I`xqSg-gX==PFbB0*0bx{f+YRicH)!^6g@XI3%>
z&KUI3E?XpyHIksk%)ht?|BlW3P2Mm{#?L<OW^1W<nFUQW$eL3i4KpF{9*~BeJ7Qx*
z$Q*nuk^<9n+&>t5`ZmrNBSEoC5*k9F$gwb(=X-sN9iFk>AP4u`c1u%z@BP|N)TTg2
z6vEZplhz!bj`B;VAF)iJm1Gk&D}4N}sotE@a`#5|)}2O4`6qdH_)CVJ5xEV(wn0ZT
z;%OwX!P44iUP@M-Pua@nR>7pu2@){r>7hee>dd!u=y@jZMfi?VwZ}5GKGe;qSC)c)
z$T$wD@r;WZHo4{n0ebuIoD_+SDcIlJMBb-;+ut-W+m-^VvN=VICvuq3j_{#CG>V3r
zmC=zIw#P^8j7k9v7*}o5o@a3vL<C0QJDW_Q>|}r{zvbsU_`ZVz_b!_U={Oc}HA)h8
zb30~8kejxb5Nmn3V9S4N!FGT&VIziA6MI6Zt&Cn>RGs+9N+UG7yMhv&FGAXO3Ukv>
zy$OSin(%o(Z;c-aFw4T=M$a3E@#*XeK{1ve31&bN^3%4I1ZX1s-@Zt1*V{g1Yp-1>
z3u$XdWUjv-{|){-rTX8IT>qN!(ZYv^?1X?0-B<t=8Z6CThlqLQVX>%^VIOP9_<-cZ
z4$WA_Da;S@p5)D@V^23jXil6B#rNr@%t<{E9f&e(pL?-tQqlwzwG=VC-4LtWq|BE&
zKv%(|tuUa<r9zO6pIFV^jy-6Q>qe|2S^ya~uUn?9xi9IZnr9{5KNNRksGAmP+I%#;
zJk0Psf?!@A?0VmfRlg`HpPa0oOV28?O#fEc_8`AX1)dZ>Hpx^@TJ7z$gxP#SZ_Mjy
zWrIOx<)7N{*1xjH{{4p*kUN7$S<7qC9XgKth>A(eJFUkZ$|vDnQ~jR=aPD?x-B;$v
zJkE_~mWnVuDZwO`;NRB*c3iG!iBOU{i|JIJnc_Giu-fC5(tdPHxghOG%?1#QWsg?{
zdGy1G3KLR#KO?hSad@PHeATZ|H)AJ)#8DOC(zU9LR&h_IgSJkDM$z-bmizKfx?;UR
z@`&UE?Q*p7j4kfM84kiQ)~LKeD_t?OVc%o!c)JZD8oQ_Y=#})5@Ol=I0~{A`juH85
ze|kl+e7RDBdsT5!e?2ZovCRI%Q%k8PdmSQd&AO_(%E&GlVvw8befCvrV&T9$T?Vpw
zAFxKCYBo|*WS0icKCrY`Q)<<d?JT#~sRRjtLD~TPwabou4!e<&>8AfBa(Th!rrTm^
zg}F%x117!GDQObeVM)jwH6fDxjxbz2OP0)-%fa!yvW~8a@eZiam>eH!(&8ll5nEB-
zr~-=>C$&vX{UHSzwEBl?AzNpXIgP}=tawg`h~O-P8*pTJ-$^l~8HjKfFb(`LtH>5D
znDS{iZ^E`z(A4Vp;(2Xp-(aBPY15_ri;N&G{<KYj6XzxW??0R|4P14z!@o;XLfV^}
zEj1jv3KmSheOA1qp7UfO=Tb}McB;zVlr8I?<HvJz!$tZnHIiBgO{)7r<0_lnKpyl?
zzKWYx19?gTBpjW0PYKLOpj?+gDzk5}MS`!+yeO^O$-3F8aHc!U);x5yQNM%+&=VJX
z1gxS+tZ>Gj;0grTO$zm>9tu~5v-9|`Hx1Nf*N5N;>WE=h%&{s|^eF73$pWDw98I$v
zY|-eIIoXD(`dYxU!`cPVeu4LB^6SJ3<Vs4`hFA1u&;kdPQR-i>Te>~sKeaUSOz`%b
z3`wM^)fv*pFn1oPwWO5<n^EZuOsn3vtJouP2HOLhyvTM&7FJ}<J9yjY&f&+&Tc7me
zfqL&Jix}~(J4BW!L)BI-u1%OM(|Qy+OZHcngwvi*iUh`Ii04oqTSt&zI%?EC3VSdm
z5l>$LUw5B40oG2G+)8(M0{WbH4}1b)8h?slSgP#vCP35Ak>J(-UgO+k_gqgTen-0_
zgfU_5LyqTHU9ON>8Rj{WFl$TGK#)-2JQ%*dB|SKR{~W3O2jX-!V5K=eCjU?T@2_&`
zA`lu!2?^&zjW72q<<Qi9!;cNHmR64stou&Xd`fWm3*zK#-!87Etlx-VoR8G%Qo_H#
zR_<BC5}(!NkSz1@o1C*8wb*Jld%ODi!+FE9{28I1@`?lXaPJU;Q<emd$+?a3+nCOq
zQUuZp{Xz;ao=M|9R9CGE<ZJ+mwOI<--cAfehqyQcE)qCMQqNgNDUI6tzW$5@Ox{@z
z`{b4jyr6WQPo=D!Fi1zuwM@UQ@}{f3OA@bEQ5gMJpg=%HC$hbiGpy-4#143|o!mfu
zvEC^6!@0i~8Pcnx#P2?x)!{y*60Z4GCC`IZf!6bYJ3c7Yy;T0L7QeVIwq1o+Zt<XH
zdAN!U!m_4qz*WsyH5gC9bnkg^M6v6BFha6gH6J~%fURiKQ$ouF8qYz3OYbFf5g4V|
zg!yDIkEy(ueGrCUwZ_$|2lu2hT`%oSVfevjY#+`em@@!mWTs0=tK3`G5t6-FCz=2W
z_Z#qeTGt&$3A`RExuIP>CA6Ee3Skk~?PQ6M36FRblZ4AucGlyELq<Fv6+1HGTP$S{
zX-L;u8`JDE-F0w@8IJp_OJ8HVu1iwPsn6H?UcET*X!kd%v-bW9Z<SJ@^gPz2!SbhS
zGVub+EK3^BquSz>6`pU`FZ?)+`c|UXxG~Oy_&lQjm<0%)|3Q|=q209WhiTTI#AUZq
zaBsG{>Tv6m<JVBpZaHfHm85`~j}%uqHPRf+Y53KZ#?6<Fv!)F~cAmX}^8tw0xuVqT
z>s-LRFP+dEN6j@#8>Vz^o0m6Ud_L6RyNJd!?t}sqk0OBLktVq7aa=(2LC|_#WGm`g
ztR-swD{F`OudE#aUhpStrw927upu~Y#|6y%_}Qm_x$yQUfAM7w>wmcz9>4sYrLhXY
z?|;nS`$-fHT9&$s75Wc^17_D)bqaiIX|Cadf;C^X-%G?H8znut2d=~$q@xbU_RC&-
z^d^`$KA}$IF&mm)p-j(N*Iua12$^vqAC7L?lcn9@Cbh^Ynp#PiN;QJFng?lEocu$8
zp@3_1x*!0%dv}5GeCf7fsJipGVzdZtXM{bJ9CGM9UJZv&R0i6qzE)b)as|iD-;l@B
zEf`S<!_^ThT3({kmmP@~ATCv4wbApBAUWa8AkKsy4n$FD8^gYYQl!?qA=h#)%#{b9
z?hYe^sU}awQyi;IvlQ>$JTW4&6=crRwsh(Q2EzAJLWFM3*<gJJVKmLp^#jaTry?bu
z*D*p1JN_I$EYHL3n$KtaQJ9g|v)xQB7v|O|0=LHMfh!evn<9B<X0^(Sf5EE{Q09Q(
z6}?j!VfD|QFQ6Qp51f{OoaeRn!p?oKQT4^omAB15I)mI;3nYQ_8U4ymP2$%pCJ0*1
zJAa!9N-np#+C>{OffW%Ov_$|C6Jy-8Qr(@Js(nILufE7so8EX#zTf^+KuW^2-)(KD
zW}zGVsw2=hN{kHtRDUTed%WK+NyFn#saECFtVdUF{Lvd%{TARS0pv#fXaF$ssOQBW
z4#qZ9`}$j#7XT)M?%TGb-I9LY)tQ2xSviUf=(qNhF9z%Yv&7~3(dH=xfK`xz?Eyic
zekX4k_23Ty14w)Mi-6Jj$NZD<M2ysR{&KD@=&{#ADuBh0N}N2_bGr5*3|)3#asXnb
z;m!;ItDlIVs#pUg29NRR3ldXX>+c3{Yns&Gx%6&NS4c_#xSZA(L9n9s9N$~Y{f0Kj
z;L;l(_`RjZP1Lq@J?<%jut+JsB^!loBq2X<2C<lEXMloI_w2Uw3!}%@l&Hv+qBbLJ
z%Qi(abQw8GKF9M)ick@rYn>55o3yg*@(kjDsZ85nu6<`d$nZV-5_6DRldneJa&~~k
z14rHT1%mk+9<LcCXwzY}Vq@MA&3XmhnB2&T(?V$0+c=Yl$Ty4Z(_SM10SPf#_GB1y
z#{tKD45IsM5)<DOH)#I(<)essV#U{Z2oPun^qA=MoA#C4Lw2f{g=3yalkft0RyC`v
zP2Zs}Y+mWqyBq*A-w{Cjr}CK#>}z(Hw6RGY=Nj}mT`w#yCJJ*M&m|_#3jJ!6e(gq<
z=CJsH-}Jq=LI3C8i)uS+_l_yY7yNa~GM|6oFT$e(hJ?*V13@_jEIe2F49%y<Kt$HX
z)N;jYzwY-nZH^KIH}7}8<~a!;m_{(beq!FP+0(ls+a%}HOjkeU2QrYbn!lx1ZP8|m
zp^9|tr6m-ESN2ow&d=?;qxNR=5r94A$_I9o9cz2u{^{cIqxKclg8%s(3a#pwuO^Xq
z=nl|rKQ$S>I8C|$3?qP~HoFG=`$)SVi`RPm2uc{bv@6(ra89wOaR0@veEXb}>C10+
zAFh<h^O_62r;C9BCl>0ov3S?3l2cqjS7a^fBvDOWl~tqm`{#>1m(t3s1evyfs2cmz
z08@@p_bwS2Mfj>|vK4ra-}>a<cOMX$5PZn&g=1yt+|QP9-A}YOK)=fm<>kG9tLNB?
zd`H8GIJ*VoiPi^YO{lzyC3yfglUl_L2OFGIRa^cXe30-aS7y4llWB6c;KkSP7eFzO
z$t9imP+hmL4M44>o)Kl^)P{2pvn7BI>r^m;U+8p=?aKGk4(voR(rGIDu2l;>22q)i
z#=|>lI_d5@pTX+t(+bHurSjOoqPqS?ywaTl>?iVc^%GJf@=%l0RT%37Q&y;0*1?t;
zczbJWv|{v5P^0nI{i_W{BfCUhtEhn<7E&65i+xu^v_b@pXo=<4@N^!=D+z$Q0nRO_
zTi$DVxbr?hYTj#W8OWLd^!wz9oF_%b6?M*A)ovfKDW^V@2G-+lJfchGvmuP0nZZ35
zx55(Q!<s6ul9t%qtSrvEzKkC2-(UMVKNXzus4Nk}eEtc;+wyjXKm380RMuA@(x<np
zYjw-#Vgh$w;)$^55nlAusMHiKo-be10*@%FKX^~RllV$=^0qm>Z2yv>5S-i86cVbU
zt`59F-X}E(?Pm8DUn=jxX7@2Z{EdZ$7{8M1Y0+^1OA}qW`A9F7i8&S-L|J+I_{al<
zO{ut0^C~@5F8z5;y0znK0|#A>)ZR$-GXsOh&<511=gu~_-4CU+VN8Wz03JF<YCbKA
zU7s&7H%z-d8t<>f_{nay-kQ2Z8A9Ivp>sbH&8o#ZviPWdmL}W}63?4_=0fb#flwIV
z&^gzIaVk}7VDa7S*Jhy$p={v)WyE+d0qETLzjbc+BdX~ly}^cMgc-1=1AwcgK2j|)
z5&AU%DkW$jQlbikQ92Lk+7!kFH9Rpxm3UwJTmvV9{{Sb*e*q_utAhYef~B^u?r8I8
z)8nXRdrX{~^JoWv#Dy0V>WAj(b21Ag9Cc^79mVu{^8<EA?HWFtx$)E9{<B1V`!N6(
z0ZcBJy<wi)h#Vvd*v4ie{>9ULWP#yk<+HW4lLIO0^fN$cjEo$pFylb(o?|w9jo9(q
zT2gWu4mbNOp6=9Rlg*s~JQ_y2cfvn5!KC_EGe9IojcLUh@FM`^8QGfte)x0+sVVm&
zSpV6GheWsrqd#YopOQ_M$6d1=CXexuk?^uCJDJBd78B;WJN1gaoJNIeA=J-}io6rw
zUa&qK@(b8h32utt`xuAafj9Z|6^-^o?woho-*Ld2$Z0{a#YW5rM#bKZ6b%>V2cfq4
zp<;qM_skwJ+>wtZQ*^=H<pZh&EX70Xt#%D9sIV_=Y_$S|PaC*o$uuHgVGIOM3a7dA
zZW^O`X>G=~hM1vh*=4fX*W&OJ6^C$pg#hf4=$D^|GtG?vFh~FAYGlwek3%?eI|eX8
zZImuyeWK*G?TF;p`M$F^j|8wIg+5M+=UW!}at((u%G_kj&@|_+XgY_>J?a#}lgqx6
zTIn4i;^#vD=h-ycF%2UhoSXsBZ_uySPQcxXdwH<(3kGp?4TFHc*d88POBV!s`}v?i
zFC22E0K0y;R)7ZqY)uL<CdWUWO!+it<);gbAP28u5MO`6ASwWhL51Z?@c#va*jaaN
z08)087*>ofQ(5s2*w}v1x01a}ju{%?<fd?b6E;b{{7Abq_zc;v#Rj|F5;Ai8d3Y1A
z^p+w|n^E^>C`lSVi8|wCuCi&M0@6@2DR-4B1E28>uOhHQId0#=G{%l@VDAn}6F+t2
z(SFX?J9%EwnlG_UR*f#*MXZd4M$Xkpgdc8GHRm{f34Ha|$d{C1n7D7tal{0}bc(FZ
z3+}sMoGNRN;GmJ{AUqo2!uZ)LM#&{YfF9LyQP@5|rB?(n!S>pI-;rErIhx2@SOu;(
z1ainmvU!1h>)kAoS}zn$LiN4WVB62<LX}x561H^7$yIvYA4=Yztz(H7E#Ft5Ej+3x
z4=0Wn5CrOsj)K|z;|R8)hmWJt?O0^)B+sHg1<W6Os0b8G)6f%mwjh#y+)h=EBz)5x
zBkw>JNkK7(!NAAXLFYEK;q@+FDqL!W`?7_{dTO%D{5HBIHUfvAZ1(&fjBOWz2$_u}
zI3AuTZE#=}KsYC&f18hvmpfmN`&3N+`_%NyLiyxhn;w-Mtu+iJ)i_B(vnQ?e-6|cP
zSRO+QMA)%1+4;S+9Hl6@Pw^W^y{!?J_UD*edn+cfXCrShRC40+#AWMRO&<L7CXj%a
z(3*w;B1>n_+Ui`SOgG@tAZIopizn?eWOnfqRc)L?k8p-1jeZR6?F_%cR{yl5N=?Wk
z&yu%=f@Y?h|J{;!G8f<nsWg(XDZoV86?%=8<G;x0=2L%upCtTAB+srbbGB4|+JrQ-
zq;FX7PKu%Ht>3p9*Onq?tG}C>1fOu7<{<FV)EN6Vi>>Ati)UdB)SX=nL8(>3p9-)C
z+5x_Hf!Yx3+??4Lo%q+{3Z5LQN4(juRBmf`fIkZfmMC?9YpEEkmWG$Uk)dF%f67z4
z-4yeZbDTW^>Ksh042s4>`q3-c4MH{PWfd+V{-wBJ8km*$@}_tA#GA_3U;J{CrpZ``
z?y5&%(exe)mxBB2iEQrENv7+fVhB^Sv`|_s%CSp_&Rg`zjvm&V40EUH`$d0F``4}^
z&Gvt5jJWQJC1y@VfVN)KOULan31(YYoO`mb=bykgRBJWo;YOR)<2au}sCY-GJ|p!^
z)^$H(MYkNPh_h+t4za6v2!$`>r!_m6h>NB?w*`?G4-TukC=gAjKe);EAfY5yDeW^-
za(+`tPzaIm)MYBSm{*3mV;eG@z8^*uW-lHDml(*xHAGpO?R;FdRdRKkrRP_P{=U^Q
z4vsk--5oCZb6xzKtMG3PP~s=dL%?YHKJJtL4S!x-Lkp<gU4(;Hn&yU8?2vWWaI`61
zab=OUX5Kp`6Y>PL<6$yI#7441IX#d&6Q-WH!O}s8y;Um5D?Kou5Z@^)B1p|x>A6k~
zGS3ebk`KGZ2cjymL`6rU!ieBv4sTKej<o~k?`!v~L?#%2OYUe?Bi^cgqnn5CtTr*7
z<B}k3(Y;adPbW}Q^-nX#zm5-^!d5V%(6e+9JI{(mr6lp=aDAoaSXF5oYc(>lmzFK^
z{iv}u<A^=ev_i}i$N2of{o*DZogyCku<}{rTpkewu_~b~=j@WtL?@18$)S?iss5v|
zB|g`;J}(`7;xmKnO^1UmW8Sgh#7UANm^yma-C~g+s82gSTWrUzg<Wu8Zq1zmkN1+a
z<=;BQ?_NU4$h8ewVyYznCL#=js?sUpqr|2d>;#hiLS?z*1#YL!^1|;ad+@|%EV3(1
zn0FI@AmP$ORom!3@Yp7DUQ#GycML}C#N}+W&aJw4TBWj)xkz3Z!1ftciDgHdbr!2+
zhePxD=@1uf&U1=v(hnF)9ld6Ln9!hKJ(=16>&ce!WHiGJ*_ghy_6-*2e_I^xEgjE>
zI!O#V3F0wMchcQ-CU+3SPz|k+3kQghBZ=fcTb!V{(TM$??YJbQVBfH+>gVhV=lM=u
zI+a~)=Da?xrz9skImX%Px%g}VHFm96u?-@V*<RKm7{XqsIf@FT1D?r+;9uWmSO>Rd
z{M4&bu_!+4LG03o9UWd05cK4MGJV)ep;feT)nrkUveF3HA&elGQa8&>TH0xWprEXR
zU8j5F12jG}&wh85dG*a3eZdK?pE5X>x?<geav+9nO7SN}*CCWZQR{C-@86mfMfzR3
zv6SPovr4iY2ZEjiC4cvu9uj^5TE-;d`Fj5CvC1!}nWdPs$OXZpQ_LQnad57BY0v4~
zOP_aJrw?Ke527-fVC3MMSC1?tChDAI+-9RNN7zKurkN#e)9LQ+;Bfu_JOy6~B!9FA
zKXY`06<VM9ntA<Y6+dmtO=RIsDby`uZc-rdTF`Lrvnc_qy=y&fk!?N`NRVOFx-3@$
zt*+wb&PG08b~)nyIT7il1WOpZl2P@md?v`)%!&)a#`^lzNK){>E;A?({;TOCPpUER
zqsjN`A_)G(kRgi8m-<+H<na)a5uVqo>g3w-C2EWr>q}<<j>bn~+imV`*4r{5QK$MP
zriA4LJgk|iPUgtyK}dJp7Xh_4;nbP^>U2Z+B<gsB;5YE#yAMThXWHTG#l;)IM;fdk
Jfe<tB|35=6cr*Y2
literal 0
HcmV?d00001
diff --git a/log/zPythonScripteTest/err_n_plots/IterPlot__noICVP_Vp__fwi_FWISO_iterate_m_allshots_5_6.png b/log/zPythonScripteTest/err_n_plots/IterPlot__noICVP_Vp__fwi_FWISO_iterate_m_allshots_5_6.png
new file mode 100644
index 0000000000000000000000000000000000000000..53a5c6444ff176598552378f71fcbdd0f7a1fc80
GIT binary patch
literal 46328
zcma&NWmH^iw<Vn50fGegV8PwpJ-EBO6z&q-AtboF26uONcXxM}>LTa7{dM1QZ;y`w
zf1s$^``Jt8nscsDIT^9fu-LF4K79BrAug=&;RBc&=%)h)4D_20hLpSyA8Ohqgawpb
zQ%}>}Qqg)F-_~`;PQbg%eq>S)ZTW2kVH1a7qhM(LT9-C37%?!&HetH_)~Ft_M!jd!
z82XLjvZ<%RDEb*&m0v(f>x2FW5oavtAoa1svvq<T*CVg6BHrMn&46o9z88UcC1q7r
zRhNt-_b0bjQ<InP%%4ble)hjKC&*LSZ8_=m-0RWNa@#TIkY{4qL8xm<JKaX(j0dBN
zL8I3upgI{yrLrRua8+<MDb?a4&bd9fo;3TIOrPXAF1`w=T^OgE6olRg6XZ8+ZcK9E
z=n4n3AO7+Pv`|atY~J2+9{yo>w!40iOcH=3*pyz8D5#V9CH1<!!{1z`{-*&gP6`D(
zuzE)0AsUtCk=(%DG)bh<JA<<TTaApBdW?h8?w7^d;Yjr|-((oO<tO-{v&00KergBV
zNt$ZS`_OBWsZUK|v}TFLx#4T#n;}P099w6KJw_OZzleAy`BIU;2*OZUK70jzxWe3p
zfH(|c?w?KnpGbn@>eGbr464L-4C_k$!lCHHUo)fZ=vtc+^5us!Ln=e0sDB3$p`vI|
zZ^u@i5PlRv{)Ow3_EVv!pU@jw*N!C3T0_w}gI0c;9cPZzpyZ5P;XzEUSMI@uE;B!d
zC;;auDgX>O#k21cSujj8>_B0El_m13S3Q?mglCGh34aXc6JbCsizm|me0he|YT%#Z
zr^^TSGF1ZHhyIX6KGy#FowdafS+sDr{ihm+7_hHnTL5fBnAF~e(rLJ_N4ft=<@w__
zBE34LSlMtyT_7QXpuU*3SABxU4zaQ9LdoIYc2m?wn-Mcra+sE3_3TSVUHT6uK|vTo
z<Ie;EpvN<W&HLY7SO8I|ieF=Zj<+f%yt{-783l&ij8_)W2>I?;b2;|ys!9ok-vK&)
zW4+O5sa2Jq+6Dva8<Xme{(;9F;q=s}SXuT7C%r{KYEc=Wv#xV*CKA72`s;9@X_gt7
ziZ2l1>fUa8*d{lT1XYCFggGDAkiFLX{=cqDaM{8c+44EC-=#OsEidp=kA-XOFgCTQ
zL7<gCU$CHoCj+-+(Jq@Q(_Q?Lgk!!tyl{GIUxv7zc?eP);;2Tgxd@(Tt2mJTR;(E?
z^{v;bs02%UYiLfI)hcb8biaw~`(dhDSM+wJWAKoKu3TVv>J+(d*w4q4I>rHoyz1Ye
zxQCID>Fn>qA|wp>Srvr%|2ROw7{5H-_=y-BF$QL4L5^$-QCMZ8L<WnSV!TnLPr0qv
z@bZ4r%Acp9!;@uWB9c1MKP-L}H<CX6O^V6bBzj0+O#UGJN#$ff?z^kef`rQkdU<xx
zC<U|A(dfk8I2s;yV1u|zLsg?o@)mE!v$MN4G3A<&jh{`^cF$>9`ZPKu9vA(gBh#q2
z6!U=%HaqculLg(-|L0vuFG!F53<V^5E(PSv^(e(_5Z(JxGG0+$vw<U`W?6GNhH>i9
z6W10p)c%;p(_o^NBQr;_<8ZVqiq(7C$)8xF@B&aK40m}M-^w%-(pD<ACgo$v=*meA
z%Zph=6%s`VDc;JmncY!$R?f1h*(R!|^fc+kqLiQBZT;HIZ#X~o9?%-*5a>2Kr93&w
z@S_`Kp8UZRdwI@#CPOQjvP5bIRQP{o&L@$ZA&V_zrThg)Jh&bj!%2}ZG=}mP*itcf
z*6ws@%9H|dni?riG5j7W#{RsIDUE7u-O!a009s<QKsX3bwU9fWS`(cL<5-&baw*>5
zeNNw1WBTGo|DdN`q_SHtL-f$0V}&Ofe1bjVjAsut8l;K;7zV>#f}`t7z0SPpvl@4B
zyo8n8MCGk{%-jEU)@CJ)#6@pSu-g*OF=Y3bBcfG}>x$QuqaN}l;2!_~$J2-;r3YAr
zem{np!wy9^wKyde|GBh{9jB0_ZF;5{j;Q&Ymol%|y0$WHdTB;WgfH$(xSiu{C;BQQ
zy=hpFT>LjAV>aJzMRz7yOW{&c8=enGP?uUI<W+%U{L-Y%PR8V-xBC%Q$6rSC%^Rbt
zQUtYBg&)?5JO^eb8&@ZVBcW3iH_pNZSHH-WT8p~W2;#x@I_nT!W8ZA@Q@<K+Ji2Zk
zOU_K{LqoB{tR^hj9COgX9-U3(zu|QMUx^W!eu4t3!31xY<4Jsv8SNnhg)#ns*4?Y@
z<Hi%Ib}ySV1LVi9-hvF^WRdn<8~)$ar_hz**$p{5l0;Uoa=d+k91brrnmzjLkO4rA
z`TmXl6<o~8_}Lxey;|jZ78Mn7-^NPd0o#wyOv6id&OFkke+dicr@E>M327&=locGf
zvRH)me-+n1NZHHI)Cfa?0i<BcWF1gz5F#<wyE(kgMXf=Xw9mUrQ<AE`y1$v!0Ffz$
zq-HV|j{KGT?htI5A^rH-bo|efC2@lMm`OFHQ1BP6>(p&Am2pH4(Bde+Ak39wLn`Ae
zc^@@22Z}BBR&TH_Q@5~99f+qjphnmnQou(GPavr&EA)&TcqQ{AM6$s(sMR2`i3l5;
zZWz#G&CQy0(l;s`FE}ac(@}^93l)X4<4Id1J8FZOA1LI_@I3z+1h!blhj2d~gzGk0
zxl2pusr`^UI>*&U?Y&>UUs+a`=BxYNmq7jA^2F60HhhKpB5}SE(UhJd@?8mL^_q@&
zI(7Gz64`gW`G3P@%|2e9fBoAKcgGe@TX}vrgANat#$#R^fWfhUvfWfA%>(n^6co<B
zbD0ZjYuARf)S2yO_fkz`Xf-=;r|#>Z#1t2Y-KP~}6ufC~?4!KDR7qJm^{$Qh?P|V2
zWT&h-<MnBGKcCulytR6p9XUo(CS6U{G$6ujH;!$uwdK1oLI(ZS#$`9xmwEue?IkoJ
z!}DmC#getH)>|qz{OSIj#Z|n0`&%^ECeJqX=cDB~vAE<|L_von)IUMov8;(fqLr$p
zZ}>G9yWvVW8aZ0I-51}+d9&_4RwN!%hU?)~u|(_mvZ)s9W()N@+M2M?nu@+8jahT3
znMBw4CqpHi#bJXnZGbgU8X#|EO7>zU)`vWlMSVeExq`lF?vfnA!yxXkTU^Qmb$Mgz
z-o&X!N7=Eou$vIw<T{xe7`B;BE)m&ZU9||~f{AuU{FIiFqj)JRA~SBChM$_=B9mED
zt5b)F$~u(3^I6*W`(JE|=``H@Vk$1tA`*yUk2-HXx6Yy%GD`Q+AG~e%;TPuhxr9c*
z=i?6B(zJP<AFbz39>r!GL8D4h`D2yL<1tC+?KYoeiu;-*+gc7-f6_ijL2QTHG52JV
zgdr3b#jTJHp2=%$ywwFJC*%)|sKd>buM-g&_9NgpOiakw+pJA_PWHAxy?#bK^Mpmf
zobY&Q&^PQqn{U@GkBViF0=msJ5j-xiT<_7Wrh!v{wPBM6AQ2JS-`yDQx7K_YK5Kej
zWM1!Ge~qfzOFc{*G^#pn1iti1!=blO5V5et5j;kt$nqF(O=P{gn7D37Iw5ki-^=>A
zHI>pd8%tdq>%N`NuD5Rl+#k>#G$H;i;~^p6IW8yGS}jF(W*>(WXtk%^_UhM`UPh|n
zL~_f@o^pR9oRjS1`M6)@CFo+rd_oa@*&PFT9{n!Z;e!-00=`0PzceDg9NtkOaM~7z
z7*$Wksjk*}K590*u^;|Lc_AU<-%!%u-s;KxTvoSjlN$HeOt;z5W9~DYm6QwM!j|jn
z!v=N?`(Cd0Gmed30TY?L?Tu$}+x?$0V(_?@+B|j%e$!SKh=2SGkJk47R7YKM%L?Or
z9z52uB0;qY;ga32u{Cc4r^oG^2Tz&->*qe_FW>tJpNq@NUd~H+*DeYBK{=D*{xo|-
zvyLYyv9*dgh52O7NntrK=$NX5Y;HYA;RUr1xV2EveM^7Ppu4$;eBJ@b=w3@{=Thb<
zw1A6YEh7!963w6|bC&VXQ()29qRlErP#4!YG)#X$i-26JBaDAY9n%$T8dp@~cM_r2
zT?tpDD&Sd|5?-X4sFQ{;ctpotXNl{XY$2JJ;1BPx%eNA69Q6$o)QVFO9@s_oHb0%B
z@~Q3uZx_vEVGUFIR47`hZ_$o!=ZXv~TA+=4mU96osVd(QVA`Gq{!JR2#l>d3&YC8g
z=km(Dpv_vSm^R)t!^?WLNt%f9@<JZ^gpZ%(>}AaM(sX_O($#^{OfDnZ^Py+`_3a~a
z<7*VznnxGm-g;$lGr!o--&WzWc*y8*U&hnmvgDBAQ0KwPZl>2Qp-7es=zt#glEs7~
zx;lDctFv(e4lR29#qw9QWG(v}-d@KdMr%^Tf5PJOKWm!uR?7)L-IWGor34yA<L!4p
zx5yNhlyL5Byo!)S{odDA`_-m5`M2clXm`=GZ%5>Cy#eAzRy@`n<Wa*1unGuP8Jvz&
z$M_g(7@bGF@qp^htbw<kHh&=!l7ICWd%hvUeFwNhb^Zpi#INS_BpRZ&^E9VE26Kz!
z<@ybnK(5|A9JWT{-BaGI+@E|6X-&3R9L^dHhqohl3n9=dlU0(&7g28IlICfqC-Z!V
zUhZ@q0255hJp#_EjG>8g`y|@mEP4EdA;zf|IS>fCx0tju7${v6wPsd!_4Wg%VL#0u
zCg{UCdmLEcha2LkE!xeGR!(jG%_(g~0>4iVB55J{1yOP%qM--&BRDQ)srN8S`oszz
zY*yj)nB_}Y;lABz`NU<>>SW!2!NzFor5p9LzolvsXJCr-3&h7XpF*#mP!FA)@wz*7
z7@0IQ;i<O0j^888a5r9(KyiLEA9IMboU{27GuR)o>awmhm&s5Jsr_)iaz+&HE*~Sx
zyS=2H1qnkKaB`c<<7MCPqokLg#+Y=&;L2u0?W$7mK(tV<TR!IC{ORx9Gl|RPc9QA)
znds^TPD-`RlS{O#FLF6Oy^&uS>a#_n=g2~=GL7fwZwIvK?I^Go83JCgG@20q{Od!T
z&mNYT)LM3C$jW`kiWcpcm_t+i-#Rc)Cnxi;?p#Y#Q*-)mN6%}yp*g9KE(Cwa8a4Lo
z2t&UPjF@M9SK5T|UnGsk>5Ef@R6MKJgRQ?oh3Bfge=lzwc<(c20T>S*Xt3+X!G=X&
zLj5QEsc+8Lj~}-C!UsT?X)>a90lI9J(xtCNWG$wi?PG#a8Vzsvh|FyD`Gbo!`o{#o
z2ep16-wUvYzbXX=lG>Bnor%;=xRofZ|2wH#tQo1AoN|uB64CacuKcv7u~}%XU{O_<
zW48MlMcn4CKW~nL`@GG-x>kdL?85zVp04M88NI=yO5YML?e-zcpC@_=N@b{hI;4W5
zap=<6(Xc^Jmybs(1$qrIRCJoi6N`d`wbl&xQ+Qi9Qc{ywMA^@0tmXj?p>C}WPOEjR
z<X{AG%R_Xf7jk_v^G(bR*+}~aUXQ|+S;VDqghTaaY~}Q<wd<$0ie<EFvA+8v+WzQv
z<;!}AwWCqh8+i<;ipou5Gs{ltJg*C&_z)3(bGtuzda7?F8F$nC_B#=hvl;kDqjvLI
zb^X!5gb&{ld$ggH=2>^W&G<Ur1exQYBTG?+duCRK%0jK_Ir#6i=N!d()j{b096I3O
zfWddUQ$oaOweUj%MGRd@LR&j7g!}e}O852YbDCN{i}iy0pmF;d%z~1lqT8;^INcVO
zF7DsZsN8m2Q#X}Hk71YLG-BLOWoev{<b46kq}ndPASZ#ks2lJc+Nb68(g|QaHeO+I
z8-!!yc_0M5%u(H^!vKNHm$!RfR?mkHT8;o_dO;r0h^KA;^c?-(Hys~_l~hdDe3p;{
z=YAH!_}uuzwR=9EW6*j!EZ4;!dpn#vwKuw4w0S|pAEc37%{`4i@>+O3&AdK9XK?TQ
zd~Lo!O0^XQaS%ocH;0NYTOR8=B`K`86;Dq}ld-6+9`m3^mEZ+xZznh3v|CNKrRdt<
zuBgh-Jz<0NZPyz6*S(MDJsv2?|FRl~si0P4xDGrMbFTjN^@8tpP?68|>=NjHl2>5T
z(quB4e|uaXA`bMv6$-xNyIZh3_Zsg6hhlaVaDXF=C7JAtCV#VgqRM{Fr$DuezODZ{
zi&fe>GwCJt+MLs*-uwgMh>5~y8Yf3rhoItsHI8x1HfNv-{Z!!q!XF;GEo%Eu%Nx-{
zCo);k35_rBEk9t-V`xH|jW`gZCIn{0202r~6&;NUJuo)0zi{pwmGT$$KUubsX2|^p
z4l1MT6}PgTl~LB&29T(BI`d=X&1w*nri6i33i|?dDrsLZ-YAC^6A(pr>UwHbq8iM3
zKgo_n`YoF)W}{o-9!0R9cGh3SxH-U3=QLRA5Zs+<dyFmi=Z6|B{Jxka|DT8Qte%+V
z+kW`CP&>vPwQ%FuD@e$14G6lYt;Q$4;4x=)k(BzLJ~_WI*rMdI`l2T7TuL-l_5cX5
z`-iP+TW8697;*|R{tZ2QM~)kZagSf=6=B)<s<E)mi4r)!iFm4hcR0Z?rY<~|Kwhoi
z5KpJDjdXyo&=THQ!w;<r$B2zr+8`JC_^Szu#@jq`3)LpkE94{W*E8A$h9**NU(<nU
zrSAabA~VgLaB^rCc+W^vzM$hKez`rvPDKsM)d>FYH2A5pJzroo2R&gEmU9L1v^VGf
zkP_8jpEP$x7c7>#eRlt1_a0p!hRfxh&1p)P)uKN|!T7#BT`CS~`ri>ef|uZ=Gogkw
zu(w{jS#e!ORHlWZRNbh4HSyMcI!85BnsVjf*LR_N`v6ws8k(mPX>g^X3myL}w&x(g
zL96hxQ@2uwLO61Ql$I&7SQ4KAKh<tlv9vnBx)DG_HqZ0dm!GP==${HJF;X(+3xtP$
zjH4;2@uMb-eoXOO#YoO>OyCMRJDV2qHaC%k2osBFUUvKJ?EHM8A6s0wI^-p1WlG3w
zynxj%a-OFVd>cP7qobiksQ;ozkjy?VNEyy@t@5*nwxGUDU|u~y=6UUTkNfUHDpE>i
zw`#I*(my(d`^<m8wcxs;88kSyfaV(vwlW)wrS}P_FAD4F^11*4^8=Zbu<)9@<+b|0
zr;n<#vQmI7uXAKbAwwgmG&G;PIp3X#Sk7B7RpylX0CjRi&pf7PK26IcR~*;5p$;Q~
zCfgr%bth=+E#{yXaw+bOS*LQ<U-|~`z1<{_gE|IWxUl?7Hv#al?KxvPiP5Js<r<^q
zu|tT?^OVXo!+l7YdaA+5DeH6dZC$^&Pq+W#Nprj2+@Hk;lhM8c(~<VmD6+DbGcm*k
zpP#i~|DsUX4WNyuE9ld1Z)X#{H%D@!ILYDt_cH)5v$ZaCIxR=Rd~egTK37=O_S>U~
z>n=bCWo0xB9s1Lrd;F;a+1IN1`8CID;_7|sr*nc=<C#J)v8V-AH1#T@+K}&Q_6y3Y
z-qg}1Hm#?Xy1+dh<RoUh8R&5?@0A68(EEg=m%HE2vc3PcuTMEa>n>&eb#IDL=%#<S
zi{+gNJ2YRaxV_`bK#C#IdJScg;d7tp2m%2$Sq`_YaUW-SOsMK~^@px-DW#ZMOV%~d
z;T$6S+k3vd%jh&_tA&oIr=xBJo(&AX*PF`U{YKS|x-aLe4LMO*n+NhjFWP!F#pcJ6
zY&_IN7&^9Bwe2krtz@{2di>|0|0Dhu`P2hBZS(S)aJTL=0cz6TSJmz6h+%&TI&<{~
zTM^V=5I8*uk;u887K_B?*6#|5f-fGRDsRE>zXY)o(Ok}{Pt$<}8Q+M?Y1Qz%v7P(<
zZD+`N6l?6KX%Oq{>Y@qQUb4qigM9FKJvUt1Uy<KC3NowgUrhQd9TW%*V$mGtM-VU5
zKi*nJjCzM|DZLh}YKa(KD^$3`20*isNNz1lvwQ7k=Hk*)oBggkG8T)yZL-Q}DhT#~
zI!jFR5dB_eRxqCXj}Y$5o#BUhxt9s^vw~QA^b8?cvHUpaV7_!ErNdY&%QuyuAP}L{
z94+~2iFFrnHg8!vganusQL$mdZYO3_Fg{SM6v<NxPPt}ddP9io%%)Y;=OYdQD-I)>
z@D<P0!WFm+qKz`4S5V4^iYG71zs&jZ$s+syS3^KPc^P;uWmJbBp0qxlc4n<mWFe=g
zCZ@6}l6G*=oQg!4p?pH3$Y8`-4lSIdl$!RutZ9Lr-KJiG;Ljt}!fwP`)>*s+%yK$z
zx==-g$bu;*pq4G-HhHbqJY@CoC6o10)^t9;1x<B>U0le`dAV{XIMf|_OrBKj$3L!b
zIK%7S7IU}7XyfaR>v_X-J$4G3nziG+Ua8jBmcwNpmenD+t{XpPsv_~4*Fhb!&0ZNL
z9V5*69e2{YtUT^a<ym^Jr*Q7l-xd&);T=4`70=>;$R~AESsyl5uU{l=D-S<IA}}ju
zh0d2=i15xuK)E#m8kgTd1F%#=skz0{QnSlwLuL0k`)lELG)_iFW8>qgL~OC}WQl5I
z$jQRT=`VlrBx?UL;E#v(WEiN?azCF~(v4|S5@oa=yb>c!oNopp5<GNXM**iZGM+Lr
zUf;u@Af3}3lnwLiYA(~G(IXz_N$1ZAUYp;QjU=`$klmc#u7=yayT^L+^GjuUUWXKA
z+wG4ie$xVnIGmgSV&q}j^`@>)P8Zn>(P3fVz4tu-ku~5Q(lu|wfv@{xquWt<E^lJ_
z8V)+ngGuT8tB(a_z^D5ppV#M+v_o*Ho40bnTfe**e&N;mONi}FVduV&<58|eP6;Jb
zWMl~l?_Yp2*Y#j?f1gh6EjWd)yo^!D&Lgc2<!mSVpJEr}-;daS;rDx-=eZ%Ow=t<2
zUF)V%m(_Y9i~}^kUr$L5(|c|AS%Y$XVQMOWDkZrtWI){%-(mZ+F7NJ6=<Czm{G5t(
zBK_4hMuvCydD~1q;B_cYdS2JZM-@*Tll0@CSxud+z3r?j@YR&mlG+2L{P^<ans214
zi<yd)5ge|0<*So-C6)>lILq*+zNe?|f!r9gC9zGghNtz669tV#6HVzuu*9-IEmg2?
zCbN>EdJ$q44GAp>Hd@Tg!6gkh5<tiehFV|ADVm}Zt=Rl0yGZ(&gqF9SdFq<NNpBv!
zA8n*acp`Uo5pMtm`b;uKIB!c^Dz6W_cUXt@=L2kcbYgx?`_LRIWEO9*6Mo@(h&w+6
ztOCXX78sg+>@Z=lDm-mr4@}N0Vu~>GUTMxoX-4mrip%XFC#x2Az@kf=$1#Y`Y=4Pc
z*9N9YSz1uK>}gh9j7rhII!ReRe|$!Knjw>Y$H%WvvvfWVuOmrt@5Pqy^|5GPNAof~
zLt811t+o034(NHfJ5MH!d+3&~a2CN~Hn6M9v7Z8T8rFTgyD=}2<~-<lz4)Qbl_vI&
zP_epu@rk$`cxpVWj3yOd_IA8(a`JuL#6i__yDxt3u1FE#xqDQX$NVTDOXwM-7DjQH
z9Tf1o4H4M9S!ip|zGG2M2ls?Q2(j<jwI!-)ApGvQ(x7jb%6)avLTk?bw>LHY=zP9=
zz3@pTCvsVR9U1F^#!p?Isi~FCXaZ<mX3@_8V1iEBHo_CqNkK1Q@_4>ek$6uv;oM3)
zWp9Ih#dh|k-Sx+Jx$ajO=&C^9>}$Iyy930c;RDIFDbAd_?N>+kf18p_Ou<&bJuWp-
zY3XTsdz*@I)#A!hZOUBfve9VE?<}FG(1CawE)rSlrM0<5sVnPcP2t?OwJG?&xtqHc
zai}WI^Qd`kRh59?ep`kXLn5J}u{Ou^2e3qR&OWdZep7t-&;{_CRzY5DFn?a$*XDU$
zDdF-#Z)-GY4Pj=U2@`j6G7k21?C!HpLtSjjQy2atpYiYr0TT9TGl0oaBguZN?Ugtz
zFHfd`5>9Buv*m>bcTg2TL7Y$5!gCCWC@d;EajhHVB4})X%)irK9*n0M)vP~5ifQvY
z63*@J^#HvylL-y`{mHhovc=mAn~2d!VisNsI5Z2j?%UjOc?+*IyoKqS$>f$Y5n~5B
zDdkOT4^y7>M`~G7N~LdMMRMh4mBb2heiFYFBK<<BkXjSs3kiKtRzoSlU%|5g$_6GA
z?TXGjH<~Bt)p?6*z|6vkTP-eD-9S|#QwYgVdpSX+w(5ETRcr+^U+zk7!{iFeWm8q+
z1%n`PXF5=aUQLK5mjuOPls0puTTqWcs)JxSO9B8(uX=#7L|Q?3(djAA>62uO-Y0_6
zh!0M{4Lw`G{U#U@s~zP%0F-%`Wl0~GNbZk>A=t6Pxjp>){q<$iEf@HcK{0}vg@&gx
z50ea!vC1cn3oztHpzpr0(G`QC%Qx9%_M@!e44=*3JkVhs%u20N@*uly4XTRd78e_w
zEa>A=oO9iVET6f)%<=Jh9}WKgvp&H0G5`mHE;nAlSaTGvpzc@{#MZ}nG2mT276IqE
z>v(>=Znep_Ww=V%K#Ul!QK*!bYX%709a4A##(^He4*3L{>Pa9eV)VYOi8y7pz1609
z`*P6%U0GS#^Df&(h(DG4^y2lNpvLX`j^O1$wlS6VYA*%wdeqb`vXeuQq@ezIS0I+r
zu(9I{jsuEN$6e+6`kEuzVV$)0m;LsKf{;|;Bn7c(%PZvSAptuj%nOM2Eo(WtyK{au
z%&x6{eFl1o{USj@z|p@Y-u<gzQ-Vm6hrao7l$c-wx63IyZ9b2&t<z;qR)D#;jm`G1
zZu{oa@fmW=xX&5*^Jlz@YH?-d-gj*G`xA&}kGrOO$Pfdv0CtD+K}jYOuDa%W-A&Mb
zQ7}4MYS@3`vI$9cPOYG-dfR&LS<_T(&^Pi(@VX$2?`nINLN&+6RzH?fe**e|$CKW9
z5Vg#0ztfiSwnM=c4v)2RE~T4FON7Yt($$-w#pN*PH=0s!T0Pn1lycSzxP!!ab6ji5
zOZx75xzDS|LkpOT&}G-%D^$(#h1T^kt)=_%j3P7qtlTfvs3j_PDOWDabfNFjH%(z(
zdD+#<aqP`ftdkUQfnCiwfv13nO-Nk~-g<;%GztJZWa2otVN3fzm#7V78ftAo-(FZq
zwPOb&te}*OPJ1Sll5foxa;f|%fvRlfhf|V7C~Kf~V>x=lU-9$4R(~jwm&HLSOjwZ5
zW@6{UN@GScenzs=EpSlkR7h>|yoiSsE1*@l<y8>|tDp+aW%Brr+;|ekQ@+!1mt5yb
z5GMw_or?Cpnom=i=PD{KecH-1O|yHNRO@~(o!gdgFHblVr$nH#c~hdxQLn3eYBaUb
za1;hut1%fBrDl8`F{Ew289B08ZGG?8$KGB5s_#T1xmj6f%j-`UmA|>x76n@{cwv;G
zcwr)?d10LJd0|{y%?CT6vpUx<zoN!O;?%E#xJ+5@*Q4ZF9G9A!&)5sLH}ZzO&TliI
zuya<Hpv8E7C14`(+1dqRka-XQ1zrf`h@Nuo_H@&00K8+w-fp-25y!k7dY?Yy)Uhzn
z;M-rkO^<W#4G`C`9m>21F3^8`Jdwj^bxB&Y{<N^X9E&k`{jxtY!+UQh?Fo+;=JD$c
zha(t4Koqwp(wY18FJDAKe<J(<-Is5|_@{Q>x7{k?)%jiioq7V=21OAo3Oke16g6WL
zztu3LF2WQr;IZNJ=_{2oEtFPencU$6vkB^z4b<H0dO0zb5j<aFY4o-CXtYf;?^C2A
zVwri98W$D-DFu+tXj$?SY9HH4h%lXxY%qnOvn^^u7;-5qg&hK!N@Pf3f_TI~Y4t_B
zo=;bLZc_K`ZL>l_Hj0Q9r}v+IXyl}1p-h_GMg>>rx>pz>mc)>7ID!M#9^GKiN=oem
zz7~G)P9Q5YtPBuaE0Ye|#ug&dmygs)Heg*d5Dlvb%USBMKiW+2brXQ(<ptcm_|wa9
zmm0-y1+AR<Z$sawB;vRu9Z}JS-o50eAPEkXU0f_vPR+`_%Qm1<JpyD#kxcwC9cL4)
z{r&wnpCIFt<%NsmJ!zz-$?>WDgby!QoJ>50P_cz#?qGJ9@*gUQCN_Oa{Anmf@Bk2&
z^EPNuFc4MwO4MOaX<6mBWg2$BM8wEZ>kdo~;S;lKiW(N8>#UCs3{mCSW%5L@!L^H(
za$L*eIH4>%WMp9L^{=IAgy0Q+PJEfy_(VQI_t{-NFH>&;i*cUFO(^W=g%ekN$Pg`Z
zkchQX0ovYK;Yd7YR}_L>34P|_*fRE-x0Fd_g>dpD&0l5<bVJx6LqRMpevrUd?a%*`
z4)1DDt|LVfOIIt_zXE>NkHeT=NwG$^$EEragQ9|5JM#!6>1Saj*~5npq%m|FXdzk6
z1Y;CpMkCbj${$oIreP*R6&j;Ix~3`YlsF}7;;IsvD6;gBX|+}ZY%oJ!sMnPGlB!?#
zM5b$3y*zyFM;B1Zi>u?IQqWR)=i9FL^F>fC^7WweCu8D2u%^geU{bX#H-D&cb;Q0F
z%+MsF<Z=n0GM**0#g{UQoVcp|p!UUi)El->zsUp{?HG1~IsSdtCu?{oSV-Xus8$i1
z6W?7#f5q-tTGA@f2A6+@?><iA0D`ZfLIEhGER?-$kRmz|zNR$IEcbBo=iuvT!x#{%
z0)9*M#Ih+jDn8@A8XrrPa&$gyYRVrNpOGTL3)mceU>LID>e*Mya+kj|$-*(xE>u;j
z^rY#W-c*ZKW1De$+Grq1g5^P@QSZ>IfgzATp*4-whHnZ7(@X3Ba*QdQb+nUhSD5!@
z)|LDA;A6?wmje1_B?@#O8AZC!O_DPqe)9}E(otFXos9@fHHNlI`VjpxXvcF!t4`Zd
z?58u#XWHw?#fB6s!u1{-@9_z`&3|no23Vj|&?b*R{P?ebAt3ZYa={?H`Pfy*y<)G(
zdU>iw<P(H_X8B~6xkzy&<VDZ4)JD2lQjkJXCRcLsnhC9ab|6kMpP;Xy{4uc5GgOW`
z=c>W8@h3B_mWBD!7T4~RSD589I$BU82BzMDaNZ0<V`1?%Jb7lt>j@KQkBfw%FbTbw
z(!nv)v4E>l-d1JeKF4S)k`hT#b;gk0=m`-Lxw<2)Bp$c{mdl3vfl)m;y56CXh;o{w
zI8h$F{oxM?QYlw20bn6_Ay)ti&yg)1>4iY+IceSWjzZf98U5JO-=o~FOqClgnU3N|
zJnOw6CT##e!17%RZ?cW7fd0>kyh~THv>x-&x1_ND#Cb9j&(Dj)!nDK=Vc6OPjcN?P
zJbBA%nZcxw0GcY=3AiLyD}48_S&&M7gq&Rs&0#PnNn2{Ne+*}X$@`gF*ZsZ*Dk<Z^
zHC1KZC^>~VZ&o2wBGOnjNr5Gcf)`!=P@=x5HDg7oPcHosXlj5e5YA%yK`lHJ8E?ih
z)`TAHMy}8*KR2}MxDPp^22;-LC_bHYtQN6SQ+}W{HlU760prJhZ)8)Zo?d@w+eLWA
z?evgQgSeD_<iziVt?PYsTZ8DLuNP|Ba-9XnbT-zMGlT!yIR1w_rzhQ@uAc9v{r2vx
z3-|<+A;-1PDg^<VQ|{fn!#@#%o!c?<Rpck(a<SslX#Nv@XX$at7w4T3RJmH^r)6c>
zfu<Xoi+$m*l=S5)f6Q65lM@Rolc4?M@<ShvgrSLhb42Kb^C)EqnP;(Zj~FYHn2%Hv
zz3?@wxVFxoTrKon$uG0G;LAJY#OweF0Yjlwa}2Q3vy1hqkO|h*=$);F$dFF%dn{%S
zo-~5$MWLxKxkR@3R%%&qHdwzyyX&zgi992&w84tyV|u3edTWLce)iZ)G(kCU#&}qF
z{$xmJB?R49pKauOb;c+b_4x2_-TG^<I8?y44DjI4Cu+0LwBwXt+#$lIV=OILayh_7
zW8oCpHD4@dO4N51;l~4y@o=a_NIHHFQX<?oFR1_O`?YB=yCQlDQEgrMQlk~(B+XGz
z9CcVPOdV=<+d%yC_ZTZ_;2x3W_K=A)*V3W#!Ph4BqVaXBa0{m(HN@yYSfOmtlo10~
zuJES4E;MI`dK#V-pd2xS#Q1Tj5eNurp#<aE5fqPMz1HA2#_F>U3bNpSm@U~cH%Haf
zklKZ3j1YBc!jci9jy=z7gcSJb&@QsDly`~1Oqa2cjRv-|=_B=nq>klJNItsFQb7$p
zMZ^c5>+g#sQk=Q;?@|754!jq6koWCfxS`O$h~qi5Sa?sAA?$xj{U)|PqMjR4-`ATd
zUIh-hKgKoGa!aFftp~`EZR~?VwSDW)@CsN}EJ8On^X(Q^^LO%C8r$x13WqqbtzW0?
z=ScpjP|!36y-4FZs*>Dv5=p7I`{K(=IS6<M+6#|UXb9mItx>sece+h7$`AbTkau=Z
z{HSpjK52+%TV#l-Z0v=h?x+Lmh$4TaQ*h-s?TsBo&d}%=6vGUVW3<@V1N4zhX5gu8
zfB3>{>ej_KjEaUK;$h~H&y<n`d>vT|fkP<$Tz<S3m8M4BgDW)f<z$}PFUEt%$^w};
zgw)T1gIz0IYuY@>v|7l)4O+u7w@-(9$&^MZ>b)lZoC;h=zWbo{kJ;{TQ_Kq=XX!fo
zN98j9+Y>>jD7pY1klrH+gF&{GfpUt1W_E}rny+Y<$NIZQEtJ)IWL<-A<NNLX$5IC+
z$*R$xKWIl<WQ_|UAx|!vZu^{J#|4dLu?5AoP6&((6a8tOo~is$CB^QYEQBEgYzwhP
z@>1K5<iKD7$VxD~E39c*SneaJ_|NLAzDcY|Tg3}w=*qcNBUZ=+-!%Pdi)p2izs;-w
zetjg>4~%*^VxFue-;8DC7+qBi=9bnMIX*FRshRV$7Nk*5v`Ya$`P{Hc!jVu(NvVg1
zB)^D=r&3bbfq1D?T$`Yc)X;Ez={X$Aq?!KUj%nz6%J22#!*;&{gaP03l1X;CWC0oF
z)5W{%6^ott<m2CV`X3O4vHmy~f5LiV@NP(zK5(mac+|kb*56UqiWtG}6knzUS+rE^
z+VaA0ShvoyQIwZy5Q}3u3Veut9G<_OmfWm0dlxFOS~DnNekS16GQN01l%rVUMTmpL
zDh-S&=FAz(lzG*5qa&>Vi`e_Vh4uLoyjAYpmnsFSm+^pMPfImQ&TiXwLuyGwDa?vZ
zXp&VZ$i$0s8(pz@BFfp05|#mKmd3Lbl7vHI?0_L0(Fg`#o~5to#-cV@R{>g~%AL5k
z#E*OqYhwO@yt#1E4$?<vGqS+WJkaXSoE(awSGd=8yHR_nhAg9+4FZ8LvZ^~4BM+A1
z530n0nA(>y#`M{ukr7{LIN7i+yCc}uCu-Floxk8vJgNJgS*Os(^veD(&F3ZRf43u)
zu%4}&XGTT)(76ir9(i@4)J1%AZ7t(JuVF21uh(qPR^AH63w4#sc`J^iBQK+t_Z~{d
zg}mMkYv+?>SX^ioR~GXg$i^R3Lcj3RP)B|dqBRa5FLH;6F#lSn=+wlsAlwCy8{T(o
z$W$QvyCd{>>SXXIc6s%He90fd_=ZRf3v9|gpF)^W@`y(}69Zx)yq2^MAaTrslzvz+
z8>UOnP;vTP6@(U^G;bwnv=oh?zUYj830O4$U=k!&_c9ZNVmc(enx!tX!fTC8Svcz7
z%Mj{kp0__@_Sq=FCU&b~3k<Og!O338tAsidE9+Ep(qCY|^Xu%>Nw+k-AT37Vmk*kM
zNNcBY{so+6?<P1<m1gQ{#r-dZdyLV8gHQ$*1g`g{h>qC7s10aUpxfqhNiw@Gpx~Jq
zsgnyBXVRDj&v#V}jcfO=;2fbgeq+!KuczKEhEjGvykaX!o=a}KI*cBjD}3@jvk=S?
zV)U&;D!GZ&;2tin@`o4$lZ?;qLCS(KbKSX_2+PvvNXwpOI4$G@+x7cJsb;mTH>y>{
z=cyW<#f2?tsAYhKSW8a{naki!`qH2jAAs&aw*Y6MpL*~{@p6{*4L|FN3trF`&q3S}
ziC~w+*27MUQtuC0Or!3M=ce5JFWBJz#1M2`^@uMHwoZwKmUT+}bUeO=NfUTFU>I%t
z^k6*&h#>_P)3<JuWmfDOH;qvo|5T|-GWQS84F6vl*Dl09{ST`9*D3!=#DKK3iahQ6
zXUz@x4^$epXzrXtWvW@$gU-UD!Yj$h+e$%3Yq)U=EHfdy&5uJsMJ)FW=I?o)`((NU
z>njUkUs$B6lAV$^%0tl=KgUTq>aC>$%(?~TW<g*>yw|s2+z)Y6qP7=VvYon$KLH;x
zP^YbGK+;z#%8Uv$U2Qe(7EdP;j&hMRMT@9t2=nWqj*9kelK$+3OD*_RQ$&tE=WD8s
zZ<Rd`2E`uO(2R+KCfU##(y)g|A(CdJUpLKzKqLdLAI6mhcH5D)IUNtaT=xs6+o)MD
zr{|#Z!ztya9!j|VYKMPH;;7!Z?=M<t3MkfpBj{aF$aTz8%l|JaSEF|PpF;|0OK`2s
zy1VQlJo&VRM@f1`sA6p`^rk{Phdmia2{VghHMqWl8L5orUJgu<OnS?@d`wAsCdf;<
ztS&DKc*QOsTgP?Vt85bY;!FF2dA&z6QB_8btF5V&(Y}a({1&QAKLznhc010$n;48O
zuXJru&Ig}ld8ta>wL4`+>23}sXR3F`)<;x^nlNwXr|-H<*gMmuPLhfBbAa;DJb7*E
z63{HD5=JHym@NWSkcwTMi0LG%XS&iuT1E9$b{Y<^B4bfhP`~Bm<N&Mn%-n9yhvBvy
z@?zq}MA;5yIuDS5*Vcfw3`jS{k{?t2%!WexQMt2Egro!W98*PA^#~sQ^l$$MEf389
zGv9?`ZLT5wdw&1m0Da7S{I5483di;Mk~lNjoMyBW=mX`9BjcX%{#YGTH+{R0DT~RI
zoZa%lg|Ui9Af1`F^-?Y_Ys(Utqk!GA*ynugyjrm*&DpCJA<~}%i<hY&<@;;MB2Hk?
zG<yLrl8J!@G6p*NTWl`5#7A1n9EV?1rJ1-L2F-Dfbrd3QDUCgh_z*%eBa+n4_GWRW
ztkj_^eE@WU(KCNWh=R9)Eu}pRHRL+yI*kaGj>K@eySz^4zBC&RA{h(;8ORptX<tbm
z2*g}W1lEZ)fbDwsYjXX%Tur@!#0DgJ1Z<5zaeSA9c0hf$Is|70W-mH(#9ut5E!k!1
z2nhad^LMf0AJ8<R{$B&>y>`QpM#Tm|fnQUG=S<9_Tc-C)_9LMx_a5J-gHK2#$IY0o
zDfq0<W#Y{orRa{Wr?#A9$LWtoAyXRH`qWHTB%{ZDB(<OvwK1-cHZJ^u5R)q3GkgRe
zhn3@FpDn!vnzI@tvx6i@Aadn~$_Al3l|P^xd^q{$r<aRvod`GUE@h-4Ch3PQj>m{$
zLlCF2Z8{l4sikj(0>g83I8Z~elMF(Jgl$r07L{s>u=>nO%dc#rHto!|nGV4w${@%2
zA3F5#)vs#J95{Qt&uTrmh@ar0=yFnu#nJ9s`Xzdx$+$mhX=`Yqny99oF?<5=%QjVB
z{s%sHVd*1w{FRIUPdM}+0^u(sf-wf;@k8!~Un1q#!fqEdC40D)!edOG;E$oDHO{>8
zwnt5tPN>^^>qRdmNlUu!=$fJRVn+Bs>RAdJ_CcR4Sm!Q%bJT$BW)czHqm6BpLL0Ru
zv6PDH8puD!R7!?n;|1L|3iiWUS#P9Egu)?p8Qeus=P9HVnTZ2i6ECImq+K#=%=>$D
zN0lP$j{K#UM&TP#`?5p|mtxn@?tTep63<q8DlX7)o@%Cjrux>wSZJ}SmE(wH8)1}U
zSIAKzKx|<dl*KXrpz*8?5g$~v`4M*Wt1x73iO*LdBg#I*24E~0#aQ!aDL^4AE<F9r
zsH9woWw#SeV*MY8wDR}eAOzlr;or3XQbPZbL>ROnT>01gLt)uP{t0DTk>;XCMj$w$
zhT68Nt3G=ZMfiU7>GNZXcQ%s}qz2qHHr7x=d@A}zfGzbbh#zY$XkDMsFB?UjsS$Ic
z6pB5-Y&<oIfjLsr4uiXu$)T7*eb{i#rMxtl$lcMa<+E@x>cAYPB!$DG&s$xQYF?9C
z0eiM)i6XTLBs6`><LJJ~2cwi1b<uz!jwiU#(ZiR5DA%v}a(#74?dt{y{ABq_`Q!j8
zR-A<X7gs+;WDK*uQZpD$RmA|Y)+@^4aKBUs+0>u8tz#%J{7}35ihv{<Uy7`AQrB)f
z=tZZ&a%$gjnl5x>nolwSOzsxjJk0;QwZnp1`+wG`{s}6-$!YO~e<_%6H?1VBrHy{V
zR5Z2vk>#}t=ytIRYJpL<v0&bM)|Kd{M81GC$Qc*%d8=rPD>f8cYZ%CY{LcKBQA%Ct
zJ>@34kJkFw(6xe<4>J0wa*8}?YJ$~Up;QaRk_7=37^pnOs7e}7NE5ScBGnT)JcK+D
z+*WQdG>XvStuekBOq7t(=uiC$rC==Cm2P*HGMMrfGo(lxGfd<DBFpgD@^NI5<ta_7
zdU|UU!6}Ir#Z>%dkVs8AhskF`v2<H3W+p{9b^LK2-l7K*5gAY`9>D8po;QW<U&@VE
z%oaBrAV>W3hFd?hn~M^69M|}5X+6)~@%oA;$O?BXt&86RNCzRO(07+2ukGA@S}Ery
zPw>k@aK=#k&APkgu=@T<m7a*m!;T?e-CJn6C@9)c`874~Kuk2F$5?h6g~LAUSlaSK
zhmeDh`)I-Q{rRkfI<k75)#y3ERZh6gbr7ph(YD@PtE#EN@7;3;0$Q+4g1x}in}HLK
z@T21ry4S8GF+3+ZOsH|b^@kG6bDb8~Swx?geUL&hofbQ~n@v^T#*;FN2Qq*r6%ZJY
zPJ>k75wi94Cen28^>`BdO){YA;M6QMK}-A7^e@s95u>A6q4K9Sv2|(b%SoEQQsdMV
z$Ygoy!b?HK*YJcQ_T8Q9ZJdHk7MH;w1CH<ZT78__6C@F#AQCi|Y_YAr3~cq5xZf5(
z_W8WE%iL|XU;pCp?O#aUN2gJ50)5#(srMK2IgP-GMPr}rx97-Qe$7=20?qyj9rt$+
z?JsxKS`9>DTi|yDHP;jiorN*aGKutp!ssCDpK5>AMJ-zW%2Q#8=V{6Q?fJf|e-o8W
z`zr%7$MMLZlhf>xEFNN)Jn?-k>M`nHG@6@NO5-vz3600?&HiT24_qUvGBEyKtLNcy
z2Xai}i(C#)BV;&F1#I2584VV5jMKn^0fh*-1zwA4YrS@dZWUJiC&HJ(btPu_=Z!2f
ztZV=m=$eN`g0JapS2Y$=SccisW*%BO3Z9B~ftP?7a#oV^#X?DA@r_7NQ4P>8m+rEj
zyIweUcqInv{9#&tVlvlt&qeh&i3lRI9BjX?X~lA6xt%@t@gKp-JNzlId)ZAe2bYd3
ztIh+No&u8{)iCAqB=*V%F*?a!A=r~h3N^*(<9<@j;RS>05d47!)o}WSLWu_9ulZr@
zk+oZtF?Nouk%hle;Q(V71L$ei1uP*Xwl1^iou{RoLKL22iDX!5&Qto+GMwLqvxNzU
zL61r#SGOH1_Beb1P~HxVWShG^pFh5$ll5ut!h{0%)Xl_at6#rN{Oeb0d%i)hK8~l=
z#Oar?ww~pEzH`8fKHQ}u#rm8CqVC!;T;2{Z^M+NP+t`eUHXr5_bTpp!+qnseo=@k2
za0#!@yT$oKLn9#RozrP4fJv5*aku-ew4Rmksoag|Dh4ql#OKtN&K+bLGa1vk7;jG3
zZnBbAoSp;iE%Zg=Irklk;rXmQ$XM*X%W{$lUz8%xc0gB5t5IX{`b0B6ro#?c`-0qf
zz*InB+rdkz2}(6+z80P+6l6EMwW_F|xw(^;1f7igspIIE<Gge4V<B+pg9U+s4B(3}
zErxV5yTyor&}F$4wrco5$#sJ6+bwW8X<?@3wx~eY>*!GRedz+E{X-|9ac%rn1{t{T
zSF(YxyX!7C_*`x;V!ZZWOqw@=XS%h;62d|7hahclx-W7Su<>JUSV#AHB~`?y;dKyW
zkEVHpslDknpYHZ>Iw^GMZZ95WaVKp~M37t)3&;`s%nQs>1lj+!m6Ob^w0Mq_0_)cw
zdxQ|%=|QG8pN7YhS!E>d@M3w;sA}xFzPt@|o~^swzHi^~Qyk}gegGFkM2k@$9|5lP
z@~u~NhCDXe?>_Op9)3bjVzr(sW%JnuFTk?{ow9{x2?B>JP*%rwiomA9abTk@g^dmP
zqI&PVhUl`&V%Z;62TDWc$3%uXcxh=(;hjHB(T$fubZPciJs_i*rDe&t@0gd5;e56r
zf62oC_LsERT9K#kE9sLXlE4R;RZhttVY)(Eg<c$DfrY`gH(slRiqo>@(k{T?NWuA|
zo7SeGbbqm<orG)QRH7RQ?};U3@4g5N0dQ_^c5*6yDV)ysP&fwmLi~V~7Jv{{G|^kj
zRR)nIbwY(}rNuBoH{aKLTx^#HeZh4NhD7K;6e6Nq>gXYK!9EBi`x_26YAqTl)f8<9
z8+OapWc_kH<g_akax{yi`9e3d$)6$K!f7DY&o$8x7Nj5l&@uG&Gr-`Yv_64dNiVTe
zaW?xNCnAc6pVktKFFgW>&2y!pem94%?cwRZti`<3Z&&y62;k$js%l|T%uPo|1gd^=
zxcx#wH^6bKx11(M2B_kFL>$%wzINxeJl(fd;^<b#xg;^!L?hk7VUwKpw_6G1$ARGW
zV+n&u3a@=@U7y3ac``iSsp&07z=*)J_FJ4o`=c%!a2LQN!*x0Uj)-f5FE;WIAKtcq
zdg)`n#G&7Hu>SH?0<sKBC6qlauV<WykC-^f^4wO1yf5%5FRn?14Irb4;WL=Wf|lAA
zq?(IgCdD#z+r6dM+gfFK7PET}zyAIdmB=m$tZ)scAj9XhS*c)`!FRh6d7=8(Y~po)
zdQSj6CqZu9Pfx<57)~g+G&e_yvD>~o&)rA_4-OfaGPZPy+l=BOK#4(2cM*hY=au}A
z-vsR~^xYXqp?&uNrvHYmFJ<Wg`ffQsmxyLJhzR+k-OP|O8ai;dr-FRR4ao3%a<q>S
zg1SeEIbFVGi^T&uzWj`b=Rg~8-!r^ZS%g?qG@G5LK^iyL`5?%A5)Lw-#E*~uYh_^?
zYjZ!M0J5Ct88;72l&F@5kVs51AfG7fPFFVC$F17r`$x6kot4rkayD#7^^5F8Oq0#e
zFEd%K)V!V`zUe)=0aqWZFGkS-q2fY9H2+*VVG$;GLwN|bhu3NuBei;yf-vZTbEb!Y
z{NCqk*jf#GZe+7<b!KrPxQ-i0FVkC~H6$PX%JXM}rwI=iWzT<nnIcAge<0INjQ_Ql
zyk5u>!e&sL9e%~8%X*mb{EcI|t9Wp%P9HMYaReVm?vm|z35ewOg{Gu4qwJv*X{QPf
z`b>O(#!F5mq693o%{M^#U>R6IT4lDmr<2*LG$c_DHsiwbHCfqy6n>^?Wc=dva~(H*
zT0DI|Ep<zY|23r^y%K03?cxiWL$|D;_1n`KtNyU9@~GDvI>(sFl8G&^lZ>2q453`A
z*bFDcL*63hbfI%`QSI7JkvX2D7QHN|RA^g>GA4zTXkjax5%_^+pGTH;p27PYfs>x$
z_EGa$lGoXdA-^#-(bWccwa89lPJd{~IjM5oX6QN3NoR0+^JPACz6{SFQ9LcAuz{6*
zoD3hkqJ6jNeCZxoK>M~X5hF+*4}w3V`gJn2d+t^6z2$U_4A6RdsaPOgc&r?ah3~x+
z2r^JSwfPJ&$1aonMd%W}9H!D`e?~x$WzR!(J!$l){{_#5mvg@{5R?)bk0V%ID0Iy?
ze}aOVKnss=7h*1T9l;8KGBsch0Z>GEjC0$J`AP@0XK5Hc3JP5xSIPa)&pnW2pK&KV
zR+~mu-|jPP>B`4+->!9EgoMX{2eHV+)bT5h@gP2DDleCM?jLu^*z4M?3-8N8OD(|q
zwFj~w3Wp7}Uf9<c=kqqKSZ&e@@+&@{s0#%ntf;>m4Z_NO4pP>e4kyKQ)f#Lc0}1%d
zPZD46Rtv^KPREqzuBj9ow;B)x0j<gDKD=NxG=pquq3ls)-!T^nA5H?AmWt24p1VOy
z8j(yUv=0aUWsf5TYi!;x7ofU~gQGf{*tikJ$Ai^>IS}*g{q(y)Biy6f<fY5)Vk`mb
zfTe8x=f<<Bt9*`5<kmBiXHm9}wAxxz=3{HY$j7FQS#r^-0n(tHw6`{V@oRzBYi)9T
z?=aOI+lQE>U(@ZSBz~y735a)(5=^edR&0Tqn)OBP{mZo|f>o;vfR!LRC#mgOGqeDV
zLe_C_ya(}FKcIdoA?yXEV+1Pves)`w7>19p<V?e=VYw(Akh2YDt`^go#6LTUQ%qYo
zZOSA{0rRnu(z+NcjAKTz1zVY*IH$Bz>-@WRZa+uWZuFz>6CbFE@jYd<v#}jhwbs=g
z{gN8vc?Adb504_wyc;9EA9A?Xv?}qbGB|fD%C)_1gw8b>2uPRfPTBWY&TDIGw6C|v
zPijW)3>tttlOO|B7+|%^<n-Ii^bHf4uJd8i>}(vE|HSW*e@O-+_}_yyMZwbCo;$1e
z?GH24bmcm&S$TP08y!J8QMfK|j|K3U6M8iE3;M)ww!`zlr+KpUbOxWttJ_g74UhXW
zJT~WrXIZW-kcHZS=4#w$%*xyxht+Dsu0Kj@v0^d@8u)lu&Uf`dg~-c(KZ<tDX0<Rk
zA?GpB`7Fz4c?I%GEl3EA!Eg{WZ$?arZ$(V}VCwR8HxYgC^NFXO+Wx*|NA<rLd+V?&
zyRKhb1Zn9;K)Sm-7a-l;-QC?Cf^>IxOE*YKccY|~Gzfeb>izELe%`&0<NH_TaIMJ|
zV~%mo^XJh8>O8Oumj#1gE8BIX155V1(%xh4bsga#b4$Y3&wv<VMCQFYTit)uu(}^Z
z);rIhP5!vYnZ<s~Gmle=wicn<Ms&uQQ~p`kj1yx@f+0DQIAm<VQ;tj8N?*@R`q(1;
zus_3)LHwJ-hF})NINORdDHlrhkzmQrWl{GwG@O5AV|xV(zUQ%Bm2wDdOMLki@rYus
z$GKpNe?qqx3zy-b2EGQ8E)G3`Bgsx<e8~!iR(+H1oM=}u_MTk0=fo_2s=Jj*B91e^
zpsy;4>H57rQ)rjoSa#Mu8^v}gDFgAC(spgh`KNBh?(KF9zC4;6f(1lM$>dg<!iQ#6
zp=zKOBK-bOcZ_mwfBo;E`0teLL+!GpOESX;FJ5{GQbLXrf60%b%R;IwA8I(J%X27N
z9JVzk(Brxl{oS>vu>=cqJiE$J(4Zlfkt8MEh@h_{<rQ+#OB|TEum{Ss257%7UT%#+
zzDHAf?O*VAY^~XP;q6Mpz~X@@EsHWRizKmOyG992BV(Im2?u2tqOwf(@TK&*7diBZ
z&6%+}Ieb$a6Z7^m@R)GNfT3tXG#w-SmP@rlh%Ioy1c|Sr!CavjJ^gA8ijb&^`L=$b
zN1n7nxWPJ%sQdxzYxscl<PTvdF>vLAPEWlAZIRGtX~HiD_6|CkAi@kR%+h4N3ab|4
z)Ob2gHy12?i*7Yh$*nTOl23oH<TLKx4#bJp-%6A}dwCQ&*5${4_k(=IUIu2=B^6;#
zJ^hU3mBh5$jA*@-%Yrc_!+xgu7lN^eDoVIi=P9IQRInXm5^^6+Fg_Su)(Oq9E~xu;
zkkIks!&W7v7J!Hkr@`|XO{R6*I6SUGHcV;=M0Cde@vGOQ%!Nl4726}4to@3Ops}&&
z2n&?bwxysc;mMpo1}sCh&!hr92}2ZKJ!yY~Z*9)Qun9={oU~<O+(S%e+J<#04DIN4
zTZWReJ^IXYLscX>cHZhV{RtZA{pHh;ooyyrE(e9o36N$o*tccA3R?Ed<!l4YI@y#g
zLNsn7gnz!c(45(ScgFq~a*zSEfpWzwdJpsJvwKnI-zD-$n1>UwiyXAdWrj%zbtry3
zQ*VDt_(Co*ASY&#rY6MWkq%cP4?!!dEHc8P-!}LCV~Y$b8~nJqJ^ix$q<J?5(Ol6)
zWm9YwYJ(#Z!_qMUR>}J@bu4+#zM9#-DFgdz)|*Hid6qjRVya1D1jA@5np`nrv$9ql
zJ1HWQxEvu@^VeM-j@y%Q+gNbzY>ue7CTKnDHH(sE+Inh^Xr^VJAY_%eTc;k+gm~iZ
z;UUk2>MF}Hx|sXBNjbw^1L)6MuY=B2G#4F(E7H5|V8J=m97!}Q%xDESUAb+T*ZY5u
z-V2<zqJUx7f6kq?orc+_-~PQyYR91MSvBD(?5qj2hh{C<?qvoxaT>kz)ghKuW;BZ_
z1R>}mxOTubliIe_qy|LLEWIJBHmGdN`cWWf&r$nB8S1D;Y<~Dd;fmub^)c|(j4O{y
z^~?ly$tD(c(?-`WvI_Qf(@n5zZ2Qwmu)}+wPR_|L`1$Bf5bVU{v=QY^I45-L2!tRh
zrG<tXV52>iP$R(i^$LjbUymKV*<oARJ}E<0wM$S+FV2sPA4Gx+aBCY7;p%6~vb?NS
zq!p}%H&~bDnN*-Oj|%JD3JT|wCao30`c6`gi=l+O;H;@o%tTUq@-51Aa9<Rp`Ks1S
zx?Z4|NnYf2qJjPRtSiai8Q06u8JIuo<nzAzR~!EK()|H>3>Bk$XBf}4c1<aQ6y2#B
zbHp{84!D|ZMm8=(Vgp0`b>mRd*nZ?QH4JK)X`olLufWt5$_+uOu*v6E&nY$`FtW>s
zTiiny%8$5vC`#rUOn%7wrWohPo`quk#!M#|ST6x&se%ACF(rhCePkS*++M{2t`H&_
zVp2)hf^dmSxh73Lp^#-E(tHpnHEe-0>};yQs<xe|h;o6<<U@lRxe%UPp`{X}6RgNV
z-N+}=uyQKruBB;mDsUMSj=Wil0p`es09bqk!LmXW1L*XJ$}{J0>+y2YD)Zvpt2a`3
z<{;77=xeN#LIWr9&9(r-NH?z769if(Oe{glqS@cI8Kvd#v2!8Z0`z}l9Vh_S!Tt9i
z2_f^#ywmYr&S!!E=XK(<Vs4a8)Zh!6aMsDpJzHIL@f(@ktAuhQeGL6(+tGCJ{_2LY
z19P7UR|O}1Ul%s7@%^%amEkMd*>vT(wDiqh(`8$(H3^Ui+!+m+jG(5ON_u||@_=5Y
z$)f%{_!3&BIHkZ>!n>^=G@>1Ol3ZaraTaPCmsNDs^2IiC-8Hj$Hg6I#(3SJUiUZ<=
zq?8!iqx;1_V0O)#VJ)xRXYtwlpK|CFyP+4hSquiov^1@yXh*0F`o$1NNod=d&Y2P{
z9Ma@^;1TK*PdVt$Djj7ebmQpLRsCd|{5i~kaJAgH-dHC@;KRlSs_#^pJG@=VtLAuw
z2@E5pY47Y`<udx$1y+b=66DGIcbWb&4`oyMIXi-8A+`g<sk?dhMu(IlBxjA~Ne+0U
z12q)Ob=rk)kMQ3my-hN!943eo9rnU*zS;WdwPS3yUtMjKC-|J=0fXX^TB<<WoN~(V
z-IHm#CrE`c=Fy&|T`RqkI5`f2?67@jLYcKFqkjAt82&ijlh7(zyfZA4=B6Sf;6+ZU
zWf+FsP&-h>E*4+HsoQCnmvi}ql;g>29IZ~?!1vLVga|Un3&dt?Sq%mZe*A2A&8sM~
z8EM1m@sl(9kwMh;+bqLD8<a)`XPW=W`*spux$}Z<t8iu`b^~`%IMdr9#nEjjlK|HR
zh4*Lm>Mfy?dgAZF!RBPkJHMDxMIRONma1Z-q@)LDsnb%OZiZA4`9mc|Dy7%_K9c$8
zT6>vF12(e1D`pw=-*+hh%^*eepSb6m^P=ZVe)K#1%HzHSp_ISUKoAShu(LtuD`Seq
zDNf3BKBW4Sy}0pN+jw!WI9q{|-Wof*i<4q<NMWn71g&d&k`ff2<eZED)s{WN%#$2x
zAvX)PG9`mip4LGZNvubw+kjT(VIcFc!^kUthzZ|J1O%m@bgUUIEtgDMnIkX?wDnxf
z4t@M>6Xe7Wo79BgG)l5#2lUtW{!pmFy)0{Rp))Ltag4)<r|47Z>yyo0dn<iR3X9W2
zFTLGw1_SAGt;8&_e&8f0Oj|xcM+YL&0U0%|=HY<w>TnR%AXpcYkXCnP&dw6|r||CG
z5H~^A*c@tw)`RQNd6itiu`*nN&Fy!q+QOCCgB1I8=gd(AJaC1J2LN9r9^0du{{kUF
zcrpK1fsm|#G|Hi}_4EkiO)q~AJ*5hhmtV+$!35yaX{!RzwG=EQ;6Av}c97SKFg}TZ
z<lt!!t`*wufj2~U1&TjM7z?4SRE09jw4g!ELuuCNvcGjC>Pu*qAypZHhZ#ttAy3de
zYOn604!exAnz18!a^Yuagh05l0A%8TU0@k(hsjB<WhP3O9tB6CqQG$=>OxtYIBabc
zs?xa{9f2@1QouJ7@>bu36Buxe!4w0XK=e)w3UxY7Ji4k)8Br)!xuJsE0OpIFV+?4`
zx<k2|t^Mxe!N7s*udG-M!g*~h<f1<m(!W(gh#Sxg-X%^cRc0cGQ#CXiePp&lz>1tg
zbb1!q)u!&|26rk&A=i+4*z6qo(~x<o7XAez!O_lp{1?pzOnE(dbIEIe4%TAfq?+~`
zl$aokVN>Q7N4j-1RL;g|W&aw#2S-%I-Y$MFRJf19PwiUrdDw8GZnEH9iv7wzw^*e~
zB;%xIKuZm}s23{K#R|ckQ^bmF)Z;;_wm{BNN~1S0z=EgXwT^`6ui3Q%Bov(Gkyhr+
z8g-T01XhmaDvzZJS~53w6G|5@Uw-m+GMtY+!GLELqLB8Z4}KlLr+Pf9cP*4TFfN)6
zTE0f4r$~%9fheQqP2cy&^OKuozj9+!F9mO~R=goF{icIF>6jOfq^LDw3?Ey8yNuA}
zn}xA$QR#qTlbGWo0~EGS3aiXH1u7!T(fZg*`$^5B_hhy@uqZ}^Jlw<Hfv|>Zd2Hyc
zcRE(9^EB)3yB{w|cK^&ItAMp6y*mp0eKh3%c^d<D3N-3@q7=2@5J>Sgj))#vcv>Eg
zFny3tnxM38q5?tHmkqCS=Zq1C9FHQ2yIFO^3wB*=emP?fuOof{_Szl)C2ea4`yj12
zjCPA;q7oVtq?ev6tc~H9#Z0V0QNrSb!Th0SwjSC~+Dk5)Y*#tdo@vDZPt`@SobX7a
zQJVU@3Y)bGrR4&yu-S#Ecg?t_GpRN0pn8~~N?E8i&W;@Udk)|p2tK)xYV5?YIE?C<
zEN^C0IbM++WxYAJb^198nW>+x;e9u2lJ=8*iUX}rtQ-tA5T8RxnPgrcC52024;l^m
zN(Xja3tXwY%<qeyR@8p+hl;Bz3e&evt0rMs?*i!Ux0wV7kgsgFba&s3JkQ6!DLBQ4
z_ET26ct6>bN6WP`+`{g`x6E{uFv+g@ntUQ~1LOZk0gO5rUhLJ>%>t{^ub-*T<ngFm
z7CrEbBt(L`aaSk}IIFLGxi0&-#(mg9W$g4Id6!Pz3m`jX%g@CMhfJD3*}c^s#o8x1
zo+1P+gROdlger?C^ARxJP#sYV7<0rGenKhHaa^%t5pduhIIdZ=W`Zb%7EG8-#MM4#
zeCrOCnnIu^4?ma*k$k|olG+NuF|OSWZj}UY@tN%j+3X47vxbF!L%XC#&>7K&`_KyR
zJ;j@6gp=ggle6<GvXQ74joa4?lMdf}!GIdCkn>HFVR+sIoAuAUSH||R!#P0?BluDh
zM$rrt>Rv44Zp&EDP16eq77}p@w|bVLGrEP!mzSSKzm8Hco@jveHx53~{%auG%i4?o
zkIV57a?qmk@dIWz-yc5LACpo(4ayz?bpvTD=TrgWkP<|?9KU5Wn~=p8WLwr{YeP_^
zP}Wy@mmbK>1;FRG{-rH-Si6krX39oZ5;~6I7z$0E9`w1kSZ{*gYdYLhslP5y6C#&n
z(Tg0ERelAjzF%e>fmmOwV$?X)8Wu630V6aL!nI}?ffS*%urD~@zP8`TR--oBggriN
z(l|&T0h`2;cP$q##GKg5URLHbT0Y)a9k^anIS;a+j!s~B6;AUmf~oJq&>LNtKvEB~
z{EE<}a_>OKWkh64<>PK~6H4_q-Fr}Gia@Lai4qiMPCpLKyb_YOT6z62va%#I5&_mE
ztRqJw=~fTM_en8kOx$J(NxxO`hr%}|q{yq11AQ%RCZT%Y)}#2~%9bgnXc1?-o4n=(
zfK$W?sDH}nLK2|L`KK8CbF&W+VgApdhBUeD3>9Jj@InQYJiK?X9haWRY{!G)U{r;w
z{LF#tlGZIB3Mr(C2a(_M(rW(XB}Owc_H$5?wu*=$0_#x!k)oDgSRA_Li%v&KH>loN
zm~x$-WU;B04wVjGJ=K(<V%U^IdAu2w3jVq1Cvmg_TKIT^mI|gkll*KL86Bz;q86Tg
z3H2NWSEK=HXKH{>1+eikXIHWw&$+F5#cR2VyAZH<z~wDIMVB0GDH7S8=fcKK0|~A+
zIfj9nvY@&xH7T&&LzY#Vgedqr!rs-nanh*)G@gPYrYkuqX%Ib$2(fAjaKG;1D$%W$
z!HnTt*CY(BYp7wXaHfRN<NMoZ=6;)VQ|`jRp8aD7?jPJPV1{h^`@c5r$?<B$t1B=A
z7buE`0V={0T}MfS?`v3SIn~rzlZza~by%+T8FfEs6NO1dQifAb!+@%_%NYiUP*Qp!
z2(0`WpvzuAKn272WmQlof{89k>ly2aEd{R+3npk6@>@h+E<59@y`yxN!bqS$eh>L2
zwbpB{D9mW3TX4LBWY0k^az(LSj>(wDB3ipb-bGrrQ3CqC7L1R%vPo71JVmj9ZhnJM
z3I8%!sII<*1XCwpJ;gh?*NQaYGD`Ma&3ae(UjbeW+E6h4L3(rH^Y;+c^r6>2=3$*W
z0+7Ky4bBDX@S#C6u9>H35M)Wf&+jUHQ+<Q9$cZHEW_Iva(#?puiuICHlu+eo>Z`BL
z5V0uCZ>kN9A+R<l$$<)n3ut=a`@OLB|AMBw|3deFIwO-LVNRU6ZhWoF6ba~`NM(u?
z4};3&`)A`qQdJ&r)Zn&enH&ZeKumdxa;W9v-Nn)!X@2WSZSLyD1q{^zQ?@#YP2hs|
z3GOs<BmufY_Ia-_0`9QQ`m`pDG3JsY`ZeWq#ok-c8x{*{MCMvVcBjBeFF3iWnwh>@
zH=!a0r>%aCXWp2q0FG@T?_ohD2|hawHu8DgMV_0gHk^rJAb~DWR|9~6wE6s2Jhn@d
ziYKLuK4+)wV@AFAX+o37LlH){3UPPNky$C<FFXp1_EbXpEKT5<MFK+#X3OkMU1KIf
z%bJ>AvNk|y%7rGB3<<W1T_>tYTV+*L#3dp0hafxuEV}sk8^iyfvo`-hz5YFY^P8mt
z@l1wX4YMEvI2D*YyuFAw?Sj%Y$83782(18X(Q7X}&=R=NC^&%^J?Jj(kcd;2MwdlJ
z*<!9ckK1|pn8B`=R5mYf_;9_ur7nEb9+@>3y@;>A6{Wwt22(j4F_DVbl)EKycloNe
zB*_p<M+9^e-A#%f2w#q7>ZSLgv`f*G(b78hvesy9xPu7gHl(s@APUXPm6Z?Dg>4Wk
z#?fi%?N~xLsWLh;9toR&Wb0d=pt&`08+r_Cc@P9hh$FEGi!~&y2U&ch9K2qbVbK-_
z>E1d?{nMdKd!ZqDItWGgfo(@ocdd^YiAqcl4d>P*c{{)V#|1^{?*l0km@f^oe-`TR
zX`L6i18AH;UGWM~eE60gnZXzo(|;B(bD2hNMn{7omP`5F&#YM|Z-B`k`x<p^ipGaW
zBYww4!y&M|f0wA0*?{4?CRSf)TzMNU*L$tjD-O*>2gljsT!}bNQFq4z3bOu6x;7AT
z8LDDtNeQiqBXgYwGzPJ1iqO81fcq}w?Er#OU6EA<B3mRva2#x2dAiD0po8G3X$`xS
z@kfw;u42MK8i*v^mE=OAd04CLP$^)+gbjUdN&wJoeV@SyG8=++E)m!$EL{n!i;In$
z9_L0`&88)Zam?JtFN{?CL6vF1?7Z!zQGqNZ4%3Ht==tj3TP%Xvn}2|*|5L5`T?vNG
zh=ex!53ER`3vRrhH8W482+<6ZkUGHB2piar;>_r6>|v$`i`IDU87@t#2LG7R5<p14
znT(M>ezqp6ZFigWu^7SL1er)dk~ybTLL;?)G5&x_LL+=z>bns}TTtn1E<magg6&PK
zlqTrJ=x68rwjia)Q+ZMw`HR4<Zt)VXi5w-?=)zsd+aV)50Lztla~LkncHn7-1zGEb
zN_sOeym(I(oPg#ZndrbBEvmE@Cv*%I;-EtMe(3!=SP<-2(h!__-YJiT`0fiUurK41
z@B<eU$*ud*P>J1VlM9W;dga_rh1yhJPBDKTBxkMy;dZCqj`*Ix3I|Ec9hb~z_j`t<
z@oxY_1>)-mhZW7E<_zbFxwf*hJR+~3y8Qi@bLH%-&R^^6P3g6oZDwNdtREk)a9AzQ
zW=lh5xev~?kIeuftLw(aj~`2s^Dbxy8<w-f-m+;9`wgGSew2m%5itdrS&r(QkEfe_
z^|3Y`S^XRhutj`lldIV}7Y9#|p89dXhk;ugC9r*10N|qc>E1V$eQAxj3l(d(mr<&~
z^sV;P`^FIJM^`MB!;y9D<5LJ!G?67+m3sa80rrJ$+r<~^u8TMT2QXU0e3=O=v?k=#
zk3Fy5PX1V`o?B4Wy$@!N;X2G=fY0*nJXc*<uXj5yBY3*~3h1(mYlr_2T67||F1>bz
z(*5#Ds(l?}!=y4e?%N$@vAA8_l$A~FcSi22JI{w!@U5-1oDYl_0C@vF0`|18X`H65
z=Z}T1&#EG1((kT%F4mcCe$)V7RA3<3d4G7+yngKlOd%yZ-5yVU9)k&m@3&4$Ud)>D
zNr1A@w(9~0`L1UUGXpp%90<vFd8Fw(@&(oRsXnroA?0eU7gI+oq7Wy!0y%Dq_~y#h
zzc#XnmVN#5W0===fTGV`S8|43Z!RGAsH(0`WjXJb)w28f{P;xuaLR86SU8?9>brK)
zmppc)5hI6#F*Cf5>G_}6Q4z2ia$LQ=uaG~9`fl%#uidtdUK8-y0YAWhx5QroHSqHE
zNTAEYJU#clJN{qZoK@G}AY`ICyRCFLG`wn2vFKIyal#F+(LTV#0EjcY_L)zIx)2EX
z_PICsbVXi%^Lw2(9?iq%O+?^b568eq0VpvHIxT-}p${k@_b^UAhaxH&?}ngsPNI{r
zmG=c{FevBahqYJ<@=4Q+B$VXF%%Z2TyL=FkUqHLBG=Yo~F28c?l-!IM7ndr0Ct4%*
zexwkVC0)3uSTZWy-eW2o^~VQ16glKdUXXfe8N?g!u=sGu<uDbdk~0=k0FF-NdXtS2
zZUtW}YFOweZHQut5641$+32ST+LlJWk<k?F4U^FKUqPq8&oE^#CXES?m)hYN<VvhV
zJN|I4#eHl^D7??QXIm7WwRZ8XfGw)Y^;cJA;rEn$L@u{g2JcUZy<m@?k;4&*(zeCz
z`Ri8J*1DhTK8T1$<5)T2WWA9UG1?uwBXU?a7Yh&bXmOjSBQiw9@mkD<YQOw>B+JKX
zyShk7#N@d98rl8XTr7-4VsN9jkI^v170rFS^v-Yyp4A0M>~D!Wn_*le&1<zh+gIVM
zvDzXbB1cp2w3Nmn13)y_OU1GEPk@uCwV5q)SP%-~fMjK{_Mrp#U#L}CzhiPv${Q_C
z5W)WTVf;&-1L7y+UXR4DdCmd+E>9OHrY~yN27S%bb=IB16W76qSe~aA`@7Wi^bH@)
z`8HS6Y^Cc%Wnv<3mxet|^L_2~ys+=u#DDI`0(aw%Vz<X==W1G=MxV!d(>)pw`*kMd
zyC0xa0(-xwGX4K?-&D8Qn;HOMRdH6<^X$xpEbrafXctdM)rs{@NaiS!von{S8Xr1(
zYG$e;Cd@$VkKW&Jx$P9@=5x%hR@1#*U~tL%OsvSTG7<a2@p(Oo$z-sYD=8Zn*?&0%
zfWY?0iDG<@Zv%I5>%aP>b*rkF+C8~+ZJM8^l#P;orLW#Q;oy9ZZn4Y6PX1u%=#9(s
zF+OLy_LFOpBR3(;+l3Me(b}kWdN;V-nt}6A;|p6-Q_Hl$`e{qYSU=d4_n)S=d<CUZ
z)h}5yts{6zD&hjxO(?QII3agnCVZuchIy)xY)~VUPUh-1{L;id;mlT!J8yGnSw^)*
zqn2io(PD9SEi}s-lT4C!U5acR8LrW<C88Wp6jg?6_8Fr>5K@k_l%l`sp+xdLH0L0V
z^1Lq+&DK)zVgA?n$e2lDF4{cw%BM62KlX^vO@Twlu3JMzHfv2giFdYiHd?%n^SzOL
zH=_jFkLOR1hai!FX2h;i^T@Ca=UqnK#}TN$vtxV?t6o7=1YW(v@KB$t2wc^wWxK~y
z{9n_?rXDEAUaL;O_=89Dli6SKjOq!@s^`4mk>d7I1Z^9)wGYm}o(GcGZzpbSv%5CO
z>3xr%tGceY)6!ghlQ-NS*mXSImjD%K16;{)N??f2)A#zWyJOAgpEs$+9k$bgh9Os4
zM;Dtf);fjOTb=fy=R)(nEmTo0-?hE+a;hX6?Tdx3ufXvVGSqjB=9g9LQZnwRguu0k
zIrN42Ij#9&P5F=g@!&P&>B>#t^C>Tp!$OB6EER{%4<DlGMYG#DmnQ_?5I{(Uw)7n}
z^AGsL6Ml2sl^JbrZf$FBJw*B|^Bt#oLs*4+TWQ}NSNeFRcAGgMwap~hnIwD^F&dr6
zi!c6VWqV{5?Xq%>fm~W$%@(OwLE(w~<~NR{U_Yo1c&Co}_d1O1QIB(WG&^3DGRq*N
zouXsYY}dI<$Lhmh>bJWQWbS*^-G_%G2zUD-(VE<pb<UFYVZf|@g{H1@2Dpnb<b$@|
zC1_2i1T111<&1J$;f*-Cz`06NM-)g;8@54oxNIMtOBrJQt9=FC7=uuv-z{?@4j9sX
zk3V#bvdZvtS2m)8$yYm_-OVw{2&M=YSL+xYYQEoJD;(?aQXNwRs&BNAJ1pXbC{heT
z2F*1YRY*x>Xw{Hhk6QiU09K`LA8P5nCZvvy%}u4(oe)B&RT-uuQRk+7KS&wBr}07T
zUZFTMPhlI_F)4CQD-nHg=AUBhpfwBq%;N8^%wgXizGZB)+v902StVGgq?#7G5#jpG
zTaEL!-HNRWBd#a#ft{_&N~?A2V;{nopj|(6Tl6^6XlhVFQBj?$b#VV@!N;TftICZU
z`;{o{>MYOeZ;Q+)hdtcnHctWQL`)_>YGM%Han$JFrQ3G=`dL>Cg#alw+Wg@4TZ5D1
zdm7_;&@JelM6Y}EliD^4o7qcM*lcP$5f5}3enG<+3~X7E;KcA)bwo}+n?m}a&h<PZ
zc2E#~isiC19eI#Rr66ivf4aRsrky7O%;~*=z1e$%-*|Zoj}mZqh=@F0->A1OkEXHW
z>S{J9h{W)0ce_TsqayNsSfRrW0sZ{#ot8);S-*H**T26+rJ@F`VpXk&W$AV5yc-?I
zUztt5T33{fd0l@ZKb89RZ>C2>^Xj1q5RpFL(LWIq0d}sDFl5`IB96yLF-ZR|1LK)Q
z)s3a~DqX6ErY7I#u2b=Nqh5Vtm$b;NCx1X~t6S^vcvF3EI6`#y`veyWdLZQ0<Nd-{
z%s4Ru?~`fzCzI<85Fov_TA%*4x;l{Tdo*w9``{Pm^^~W0gL`jtw(^(Z0VGi`2+!is
z(?bu`UWMAZilgIEdvcPN=NfNz$E|95GfV8d&!@%w?uQdZ02TKLJS8HAg=5>@&Pf->
zGaB_Sc8`~=8f?~zJWtcTdxH5h*=^0qP;~%b_YWE-H@hx+@AG%a?tp5HzVq8M3+U&0
zmis+9R)n~z#8@zk8gaw0%G`sKS4T|M+qN#zFn=YzD;e5?+^@mL(UWy-a*H}hjT^j;
zqA7tA%S6P5*glu6fsGL(_23OU<CVYx?4_wZRSV4=am~oMX-Lm6smKKpc1a)VMN5QO
zw<L_9v&hhk>ZPO``QSP%F4aq_Stp#m8#{%Ls4sOagl4+PX0fTjy|<bCk>O}AHIyN>
z1XUw-l30Z<RDcb;Om(W0WspfD<vcWd<7sl&QgJT|vuyr6^m&pp48~V$QK`a$I-SS0
zI#Dc}iH&~N-uw+uslD+ZU|Al!Z~0}Re=Zt2`u_a1;-aB_TF_MVGcw!v8T*uf`}nwB
z%@eS&Ro~9jTFz^bFwcC=@LDP~1&&%pV3}T5Kc_ga*`8QhH$n^I;v9B9RsxAU?iDE>
zkzJ48gU(%@xO<spVPv`W@IXgKD23}PtPhd@tmh%yYr9l+zGA&4zt9>W{_<n7u4)mp
z877OqpvC=z`21Q7fFkg)8Hi|Rvszr9lye>K=_}4=U1~KWC)&&O{^1E|<(~WK$5KA)
z{olMV2<~OutBx`JPc7$w^W79M1yM#iZSpejn2y+?STW3OMmQ`jS1{)!mfRhE$%6*v
zng?&O;=7-GC}2Z~-rR$HI#J9UifXzX8(99yL&wm<xXfdap#5DFD^Rj5jS04Y4b=Q0
z>J}&6(>&HG4v&+UrzzF3|Cm8_WwpXL$C|y^Z^d=L-Vc@U`&MdTDHX&nt($0yC~+BS
z9RqPi_vbXuHx<DL+SMB3jB6lE{Ur6k3mM0<v~%aaoFIr@C)&%at3sli2ys0N`koL~
zFZsGJbg9U#IvnVX#PGTcoHZ!Uj(*(22~+j~3HB77)XRk6S2|<Of~-%Pho@o$jwJx<
zG?rEW9`ooStJTsNf=}De)qLW{D`}<EeSoy{L}8B_!bxdfnC^?ii%S4#V*DOp_2yjq
zJF))f2o)uSx%Y$|O>T%I7}vkJ5fR2rxS?Dn0N<)+cgdux(WH@0_3*wFVs19ax}NSe
zn16mZ5`uAu4wW#x<!<d~Of9vm_fp|M9bpIb--Hsc8Qd$n2`FmPsDPu1mZA~xRrVzA
znJ5xWK{6#-zfW3f8Q}Q5(tP-29{81<=;8<(J~eXQX3d{16r5EWvY)B4Qk1~N@!l%G
zikzj8PWk<p9z$h!A&z={FUo`zrniwez2AAh_mN|FmR1YKGA6K<lrLfss0G#)p{0P%
z(kY6!$)ss?o%{Sv)tp;Eg$)BC+ho-Dk&*H5M|y8KruAE|Z7?ROApJW-+q(L}<C0+!
zvLqxE$=Isnc!QTC0A?TG5Hm}^0PeR+=6@^$235!||7ypggp^GID>fA`)69znUFDF+
zyPD9b@Da=u?~GdFWg6h|5Tk_cA_ANc8*h3u=#q$`Wi5HFNcmx&gNwi_7*!5Lm0u@S
zBWzr9<}C3sC9atUg>?pDWhQ`EN$9SqmrAe)9Y@|A3h=hPDkSOeLF%b38AZFwU@Re0
zhBdJZz>)v%s~uE>G?zXRqK-g2O*!&b#(f}MJSef{5}7cBX+BqUiek$CdTNdyjNVPz
z`lDZ4t%az8y;KO7v@H*ogV~4EbO)8lc%({H=R$<@vYg9FA|)5C1q^<Mv&-tA@C1ie
zdDbfuufO&^NDi`}IFxY3@Er4&+D5@}oauKPIpdsxLv&+{zCQci+W39>g#KqgF$kbO
z9{!vl|7)pX$Ut`C*H3`(r@)KJA`@cJgl>k0<y9v6Vy0fYP_`p0p|>B*_RVQ=+lSla
zkf`X=QvHDhFc8e8D@#;oP_kHCB9o8sBP9k=$SJKm>$#T^xj<rP5`x($#1E1pDY8T5
zdeqm}Cc7Z9G=Xw5XVfR_6iCHwXSC}(bt^|0+GF`1)Gzw|V-!%5trXIiB2xU#Y4;!^
zIeJV4Lbr6BB=pz{U$3GmOKJPpw3_2oz0;}By8>=YHj-D&3Jv7SIDDqJ`>&LiFy^w|
z^M_`>wb97ZLLe1znX1GKdF}V-g|iNvsZXg4g2k--xc)UR6`Yh4c}ZL6y%uxu8dfmn
z6U2$91e!)aGyW-jn>ABLLHG~Awqz75XqtNR&$9jA2?42GFJ>lE_&x?_{@k#b7_6cD
zgOUNJ%>Yz4B)6u4F#go?Rk26jPjjGlu)Zj3wXvApF-1y8gh!#L-JTA%Qh4sF+pP6d
z2E)77pAF}&*l#_&HLD9$0<^WDWBBwFi38P(<FUfTNwARFXWSuKLPyhDvs9pAR^q{%
zdFr97ju(tBbv%@@PtgyVH6WEyZR9BH4C`x`U|;)Z;NyRo(29T>NGdTDREMh?!?Zar
z0&#$G2>G9U5CZ%Iv(toM%q+VLS_yp}Jpn+ahPe0`GQEDVHpg1?)lWk7Uz|a=)AzlY
z=lvXTC5sUQj5UH-5UuD5;h$N!%_pboGx4pU2ctmfvJ*~neR@sdN%05!jhnpcy;!DT
z`CjC9+eC_dJNbNYS7L{*uK<@O4TZKoPA&THc~kG%Mfm@$<nP|?|K$SwmDBkE^M*))
z3;e<WZAsugpJ{q7_?VC$P|#zBzZRBWsD6BtNO(}#$Fu&laCeuU+~w9W!tg89v@Ai|
zyXc#3Q-o&z_jDN{Mv8eMU4qE?6?dc=rtl~UIW5dU-L&{{1FW$O(wZ`1^l&~S2{MZ~
zGxROfAp7u@XnaW^_$kEt<Mhed-BAF$cpE(tdK~N-Te%8~0SkX$ce{y~Dv~J?1+20j
z#SRewu3%_fmUd6vD&jVjO1zJ`@m7j9xK&w0cn5DndVHUDWudhL<$~iMtfqHDy3<?+
zf6QnW(uk||!G|V}gfgM^Js9Yq>);n=pLtz|sxxYRhDRjQ(yw}MXy!j_1$cxW{{3_V
zY#2T-H!>j8`8`4*h3^n;%a*g6Vg*xVOEp{4-1N7YEugJZq@2?$#q1C1rE+&nts<R`
zJzmA=i*vY*);(#*Ci?k!gt=#%<#>;ks4w23VyKb=CPj>uJm>G@8V3{Q)|Ff68znJG
z#uBhWambQuKns^AhVI(T8;rmW|4!bhTqtup9Y1ifW_TuTD`$|wsd0F!JCoI%eN9ZB
z^$@~aaEe!9>jz^=PhUsSZdjdLv;}8FRrkU~d8)`LGAbh%_Lwj2Nj_4Edh_aqlSD}#
zK_I@YKZ?`F9R}<MghqwvxQhTcBZwMn2Q4W};yB6!^sZ&sN4^@%gA2v20KJ!#le4xf
zOPO5M6)J)`(FE)G11&ve+h!%{i27Fhk0%*mHs^$?1+3G*tRYxjqfY<i{0V`9lWU19
z(U+pCp+$>SUqj^?_y}R?%%Y`8&a8jjIy|**=FL+mgTl}3O6}M=ZI#(H&E}=|t!JIC
z^`iCy`tnG^DIX;p7JINoR8c~?k?F8K<wVRACK2H0kf;U@TF7#ehr8(u;nmzJDaAIA
zCe!%n!YyYS(FC0m2XNGk4#e9*w}pl3QSv(&5LzD+lj7Z3P4E-UbL?nX5ZGP;C#B{w
zmA+vM)13*_efxRRJB1v0p-aaY#Gf@oG@2LkN@-PTwm@&xsYc~SCV}(aeE0~0?Dw9)
zf&7caytmr`)<N^>cF@lpXd}p?DDho!d@z79eurfU&&?2$o^rwn-5W(!-2ZNoZG~+i
zF=n9=VJ@A>i5}SP)M5THi0A``hyS|BOoP@C|ICro<V1MBB2~IqQRGk^R`?}JiM&?S
zQpK~HZ&Wf{q5XorU2>KB<?!_Fqe)4Eqzo^M@5Nk`JyoARoKNM=&mV@OeF%IarUEc&
z*hU;d1ZMiLP>(G7grv$W<~Hi7_)IH2!KD|xWIv;tS0>a2paO|z16<&T;=D8Muzeld
zK9Mk_Wi)ki6#K%-DyfF>ePdK}6dpC|3b4<WmDlP1E(Ur!#+b=q>hB9mN=D@?jzn_n
z*2%e)KPT8%4R;c4Lha`EPrZXr`nX1?+C&En8SP9VUyBcq(b)c)-VyCp`kV<W1Ey31
z#hPT)ig^I+g~A!mTcIzUO8H4b7~?hZ4;YN7jzL?}!L6a5GSwge+BT{V`J=reaY{P)
z-%BRD?-|Zi+2f}chh=%Sk3xc<LB-sU1F1CQfP%c#)MF-Ese?A2;SwN$UAyD|Ydo=$
zKn}Y}rc<tv<+d7kr9}hR555OJi=4aZ5dL_QuyTBmj047)O1Xqt+ux6DfVmp#lJ<f(
zY|B&v*Py1+artAeUvKDQ1l4lhfDC;=eKxCNUF!r19B6rrr^HcS11n*W0|do^mGK&7
z70#op)MjYYJqI3^O4?Zp_Hz)(XiEq$Lp5kW2aCpVO}^KAJHkc^ALEEyaZn+b)Hch{
zha?2;%?Q)j(Q<v*)HP3>s<r%JN<3=h@^EFaeKx0Z<p9iAgUNlS>%frTEE_5O%SH2|
zd;k(Ge?uEEec1Xpe@|ZjRYJWy&V-P|!j8<Zl#FmF-!KMMNvA1CDB-LNA>)K7&zGaw
zwjmR{>V1Emm@6G}keMP>or_Li24C4DkQjd}+SjgT`75C<G0f=G`dzwU^n9Dip@woq
z6^5~Gk=$fpZA{+eqSQHxcbeBnVhdrKk8dF9rZCw0Owx_~>gXcTKS_XbmWP7bCh{?d
z;_#zi%%GU66#w9Bx*etxY+NOCpw83Zk2WpX&#A-nWb<z-uAQO&fu{hE>0@<wetd@D
z6#0q~yq`;DYpC%wQ%(8-9)=>T1;S~$EaH`MVOS~g)mAIrn>>=h1?Li*hfNJ~!o|0(
zMtP+oxof|%TZLXg?)2}OCBxdeM0U!*X5&~uIm@q~;pQJP09(sqIAb|W^jf4^ys$Xn
zO9u$<Tis<vMTka%J|)HXGOx2Y$^vn6P334`*`2hOL^KiD_U_Bjbn)<@x3)8Ki$(>%
z&2jjvReTs6%eit3myG)k2SH3LidJ?rjWd^;uA!Vx63D$_tCm0DtY3MJ^VVB9O>-;I
zNj)_uz-BVfLeZ38T3pTXEZ=6bh>Ok36_5`iOgK-QWN7WBqC+Pi2VSo<L#(nXMA%Ue
z2x6snRf10nkeyJp?c2hgR7?;N?tiS`U4jxcBvGb%6C)ivy;v<z>2Dha#j-nqE3=(0
zGhrT7#49ss8*Na-#HM)yxVOUe5k%W4v>?r^I3?P|MarOnOA2`N{a@DYrDFZNOA^|U
zyezYmIYMK~MRsEgX!MRUE@#ex0Kd*luC@<;7uZ-9?5g%ktS@U(2?8RAQXmfWz9<kU
zWWJ$)nWbpCWg>%F`^ceIr^Gh$Jx|?e7@Y5{k&=iS2V8Eo>MpN62TyJUIh!&Mtz1t`
z#ky^}i!gXO6;iI!Z3wxpatUH{@1=P;w3F*y7N6P%JVoV1+G79v%3U?HuLrtE$9lC%
z%(59!7ICmx@`w9nLM;4&XTzO8!Tb6a5-AoK6KeZ&s^xh@5WFIw^SmC;Fh*2?ug(=I
ztb2eYukKj`v$`N>WgJI<4L<1LX&>4f(vi>|H92|$&8+ce9v`=^=hdL>$4xxXo33yv
z`9SXXHUILi1X229Z|VGfivKxT5|q1O_RkGTc1ber!%Xp+(OCOK-gn{fSQ*YZ8Mzz^
zr7x_sBLplz7%y7Z(qDCLa@xPz7M@K9bxtWEz7C}#E}SHKJ)4;^Gp*?QOc6~$1tTAj
z=vSM7S~yryC$cjO7)f`eK$Jc|%dmR&a}aeu7zyiA&s(90DSk~A`iS9H6r2*PBi*Vm
z(HYV6k=c$0-GuCNP}o2f$)s2o7ei2<@lve^!#hc?BkSj<z{v_E-j(C%P)N^1{NQ8~
z{EBMjg-KXdc#GoljV?HQqXUI{emU8gWfSXGm6rB;Zt(~=_!kC`6A)4QNNoE9m3+_-
z%Kz90y-Ym;FU|kCs)FMCHCh98(o7)Xqr<itNs|=_-+@T38>keH#^nlv!2Gq5xvk~j
zMH3;LEeiCIqomV<b)-VY1Z2gZsRy-)_Q{1ucuX)b7=0{JixkAzPfyf?1i;*!1ZtjN
z)ec}UhjdJPXbTnNJK%>|6RU|WL^9dRFwB`rlv5tAoO9$${e<nQ-fhW|?7x;2U6o9B
zbHlL)Mcd~^E6cON#1v)qrLbS-q8M{$OsRBGfL|s+(PVJ!Nz;J5^jgI9jWn<hwb9I*
z(rd+gNDT)^20zYXH7!eK=!doy_|9TE>Pr843M&Fmi~#<!d-lNp*ESGUL&}DxiJdBi
zmd34hKFCmwQ1-n+u}<W5u1utwXkiO&|0^D~WNH)|S15nFJf1!WMzdfk(5n$O1+~o2
ziS%(tXSA=uZglXRmjeiocxn~S3y?-B)+FY)MXcZ<8-6-ewHl5RE4gqC2H?^dSSHo#
zhK*VZn(ND9f9nf(j3~AWoIG+;T)<Xi@(WB``Vt4y_phxZ+%AXnUVvpxaqEGM#!zLu
zkTH{wgs3{uhL5jONI}jEKuMrSqFQlyOQoH194}Iv8nLoU`-%NOfpnA*{ghUMzkl-2
zTKose&t(!s_gM+K6;BpMT2M9otKN+Hhe=hKOBadVP$JScB6?qPbFX5nh*Gb~Vp_K1
zWf-HdRz12HYA84S%sK%v=E>o4liJ;Vf`m_Z;W+qj;I1c=r2GTE(%oT6951l4&=jbj
z%X`-Lmw{kPI0tKd<%B9&`Y5Q;KV}u#1D+F<)_H8WWrq*j9eHP9`4H0+U?iY{#|dm9
z3HtodclRGD0|#G84@>BaVhy4AP0V}Iscn-7#uhmyXz(mvS`+luV-nV=o);Sa>l+un
zAo%~)4FUQ`e;tF;6geO2Z)FcB^C+q26$qM@WY~#8SW<Jd-81}|R-MT&L?hf1nn#ST
z5#unj^}TXnH#P~z+2%glgj@$@1+g<}337A~30v(x^BiAy=G>9hOslS02r+3iTuD3_
z5J8-0;keSw1(~bcvW?us7praS8UZ~PDJ=8$eL96wBkVSL+p3tgstoLkKIT2q02l;V
zGiy$g7>pU&x`~ykrZOabzh|(%$PXxvI!QgzFq`Suc(3V7!6=^d`*SabJX`!`tX%&g
zq5jrkm;blYRn{!7Q*8nCwg$S2CmoE6R&vvWUZWsC@FW6c|A|@Jd-8#HvV2KC0E|<a
zxjTGBtE&;PpOJ8?LD0;<BNG5Hv&caTBRdIPA|A;qU7=dZxBeWBAZVAIO430S2yXcv
zAI0D?Wg-T&(QfziF)23hXkqg22`kW-xqJG^-oHBCuYoLRZab)lVC3(qRQM};0+Fos
zpXB$Zmn$TdR9x3<hyrLdNwn$0bw3J->(|FLwNy=-TtZ~o9vC$*6gjRIO;WWE7@Log
z;r-q6J^7Jp|2{7GPi1uwpU~_2zkbn{L2I%pVFcwAr74m}E^^+`lv#Dw;DW@E2&^4#
zuMsnxmtFK`qEwWCD(g}JmPfb|y?+_}g8`CQst*vF@ZD6tA`x({qJ#^Vr9l=B)tAn^
z!-N;r0Vz@zH)Fp}8w}X^rl$2sBkDScJXAu;tch%hwbyIxU!n%rATztB?Z3p&R$fo%
zc2juS!50zX>PzqnHqkqIj3Zbv$A(gePr?J|{{2A3N#RYo4g;hen7WMt6(7@Tzg<_E
zc*!Y020`6Re@1Ixq4@+kVA8=*X$K=;$uKrGkbvOaW`-55dfOC1W8yGIZQ?h;{<~@Q
zJKBvh#q-qnq;^QxMyrl1IT{$Kd#%<Q@&Tb|f|E<s{=lH&VsVF_l}<fzR5V`{F^lJJ
z^J0QG_Y)D26VUQdMQ#e@8P1gz0YMP=H%F{M_|Nn0rl)8uzSa2i{5`E{rsGwWMR^Hy
zw$~4wqwJS#72qT_M2G0ga-FKzQ4(PLKb1;-@Y(@Rh!eP-1p^4nm#4=o&x7VjuZx$z
z?a(x`*#Qt2MBdv~)&;HEE?--kpO;a|)$Ko%=I33t6;-O2T0F)FL-BpK`1vlgzIq+b
zjz~OCv;)KG?U=CNDMfG2eA)Q{3(q!?XC%q*doM4BhZWLu@s<8=&iMwI<6iYyKK-1r
z<TIvpn0ZNXDyy#Uyo58wcb*m0$KrYR+M%!R@C0BL0$s;F*{ZvWk>_up=)E7f*$3^t
z_6ec9E{PQfV+rsfp6ZM(@x9DWI&OGfSMX$Qmg;siH*P;tH5z@fKu!hDCzn_8@Y64K
z@J;+?K^RDzL>K?)c1Qu;&Y>ZY0kRh7Hu5Dj7OVDaaQ4%N`q%brAk>K*pARL1=Z})d
z9Yl8G+x=12``$Op-J~ayo{sa^nLPIekfZdx?fZ-~bZ%aZ_o%yZoAVq4Z@RsePbR~$
z*>TEwYx(Rx({aOpleIIHd6pG;;X2!56de|Y&$`H-z&*eVO=}Wf#q4j-l-LjbT1lcv
zBAEeP36k>|gF?Pdrqt>7r?D4Onu&BSrbKQpY~sgH%fH5xGO`BtP`qhi5dp`e2A7(K
zA#W_*?KB#CR0K;*k;Fs<O4qPgU_vmagqjGYB%_hdE3#}ZL@k3RqPWio2rRI83jOL7
zT5Xn`(i8gOIu*g(<7H}-n|kJs1hgE(H3(z4f^U&CFpb~Af)D3esVWE5*CI|!&@<UM
zC8DnsUJef^=eDm+1Xou^<=y%{Lg6vmEBRzc;jkJ3APoRS(Ro>a?+?!ht<O2qX|-%0
z6MYi>j#xI8f1Syo|84biq^_s+T|qc8h(yK!2*P+Wov+?l?eaYx?Yi&jAN}@>0^R<t
zWoIzk^~B!y?kEb^_Gtlz{9T$a;;9=em&G@}kc3&|XX@Xt#Se-G6HM0DONKFg`<wQC
zXR_e;HyCk1)I^T>$!~t;*O@k^dUiI4=Y%DZ!?q`4pK><>kfXh?`^04kj8K7Wh{ieF
zJ#*{vDy=0FA|MS-b6@aW5Ky9%&;pT8Y}SYR^Zc|nTBJl2NvXe$KFi8+i9aWH?8q$_
ztkB|eAKor1<6e92$)>YeS680QoIn3(!qfCSalSu7srZCNoUN*soe6RPJ=u9!pQXGu
z&8i$mJw;3XnEezECu_aF&ZXZwtex=b`{>5ut*mfgTe%?~To91&Ww%=q{M`PqR4BQ?
zV!a69DgTk>wDCdm<;F%*fUoYVJ!u4$&$C+t5pQ{zd$g!=Uv(~@kfDC;P}MoSh<o@R
zmLo5cB8E-r@4LZF;wZ^w_Px4*T&A)x_!V0LAQESSwU<=#x0Gk2{Z|C8>#mi>^8M^g
z^-EA?aTe3T&*}_CRa5p87~b&2l~hueJRP@%E;)x<l}NLhd>S`oLDE#C@;ldCJf)c&
z#j&$=ol%v{+&UFfk=(d=X{QjYf>=^UZC{2<3JZOqu8vRA{RY%;Mt_uHBfBB1m(7V<
zdC+5#qT5x=ax^l4{A46K9m$d55lNHmB@B@y^>oCiFf_23=BEwc+#ouYwn3tYH$#7q
zq&2Fl68TOkp}X@+mN#wMU7`@h*qJuRD_r=(8&54$J)`xtB70~rmz4cLS)*DQB`(`6
zdQ!J5V0lkU>65paaE$alFZXmId*}LN@q(X;v>K~*{tIBydby)hRgG5f2vX}V%4*eZ
zaa?;v0`B0Fp08|~LEi!iyljbjWL{$Ta)CR!@$`;>(|)>NUO6!pAOKBy+iw3mcxu`~
zT>laVsNx6g&sy{`eSQ@<7R&P4UFspHa$0VIvLB3RAX7em!^GzQ)e9%X2V~?R@Yscg
zjb$`;tCM8E#clSvY4Z)+aRZ(!6Ini1PuXc{O%Xs8)jRK<Q#x*7oc}k9io>dZkDl)_
zWW&1@$ka{*Qdhd3d@LK+nVEfx;#-YH7a=!<l;-!*u80xl#?a3a12~Bj-i>j48i|Je
zdYFKoQ-w9>vs!$_COjbx>H9h;+UIb_%!!LVUUPTH<)a>$+Z1G1COm^shT_w6pY!A9
zau0Ql2yo7dmb6byee#YSgRYfn_hQPj-_oqO*gBcQK^WPnSnd?T^!E&YiXSl^qR-nC
zh(mPcd_Qb`#M8G$&wE-?(3Z+<pY~mmrT&wym+_rz=fe=d5&|6F&HaX!hN7bR0i&bF
z-FCb2#@$J!G;UK24(IJLk-$@CO{w{4a+lXJAoIX$x9vKrem3ap>=5aX+`z|Qvbvn6
zu9oHUD!3lG5k`JVV}Eh{JaoFgM0WvsRIS>X_<TS!aeMbqj#S~F9H~1XN2-9%LETw-
zAil6X6Qok5<$FHBf8++M<9bYrC)?x2l)4!fp3h()1@)hiQIWT*FXNVipzu$;&-8eK
zH^&cK&u-OWtIjv|!DyWFFL~psGIg}tP4^eNw*vqadV|Zg*?L5W$5OJ1NFrhc<Pid3
zPYdjG|8ERTsiC2%xuI#O&4&fwz2Bb*FlQ85u_d<-n<<Ob>h<6zYyIrPWw*iO_1L%d
zy%-P#$5jfkVrzCeE^<C%b6vmvN7>WTlnWii<ph&`HeTICA3$35YNIQk!{R}7=d|NW
zj3iYg9g#GB{+q2wAc7n=+g`(?AZRtdOa0&ov@8WZno71AL)PSsJj9h3ft7Kw`JF=}
zEHyIVLxilZLYNS%Md=rpnm2(xK680`ua7b(Zo6-vgsabbf}6`-$+$nvs9R(*LRlIS
zh8^*EW32kS&vE4?8(dX|4RAIFy#rKH-K972MfxUSqbW+e?hIIZZ`N+cA0apS11KjF
z)s;Z4kbopruL@^5s6~#%Q0IX&G)pgb)AMu8l*6F9DjR#V&O^B*89v|0h4S#Knh2o7
z!+1%(a%nI*EC-ZB_0={uHXSFv{M_efar3x_)$5J6nC9kRjV{&Qp6)=;chMWo4Gnl6
z`@@!1cUIcgg{^hqanb2b*^jvd5ySk?KgR_Far6*vG2I*oG>N7sUm+5|>{$v5!sB_L
zPw^lTPsoWzlPZ^#4Y{}ZXJ=oS!3&wVPNKRWSI!5KKfVDzvyNYuUDoF2+`B3E{Lf36
zhZe`WU<f#ilhw8zVPh$cHJ@TK_@AYbv6)4wje~wyOq86v`?W+4H)~%>+9vfjo;S6S
zQ@zGgGARL`M;y3_Ot0x8dCoGzr1(rKBz!k>_kgRq8OW71CzrmTLZn|#JT-$l<u=X>
zTlIL@0mv9NW}g4diaM|U`$FnJ$A50FXWYy1)-pCW0px_LKF_gB6+X#6K>ak4Ro_xZ
zb+Pod{dA3JhFn#}<ONylC_iaHclQE_n-}Fz$9}`F%dRKyU1ik`WYGEL!I1ABH)c@o
zj%6)??M`=tbu3h_czySME-h5<((wVp0JERBvxyv@#EPS^^cg#Ub4B7n>eJyxw(76Y
zFyLceB>NoP1C^)k#(JH*<b|UnE`8Vbprx;OH30ND5-i%9J+~9R-MGC6Ja%XK^g8zg
zx?i*E_cMti>7Vc4F6g*^<p!-cE_QxLe7-;U`jkcT<qZKp@Y;IfC&0_{`!@-+KjeGg
z9r(5Dvw`;?5=i?G3A8+}nI;yqdNY&FGoZ2RX)^dVL5=ME5?;wy4)H|fIFJ7Ty4{LA
zod^_e%!4#qp>5K@9IZxX2Sl7Z0WAjrh{P0D6Jah)?`K*QL^i-q&_%bX#qd`ftW4@g
zizFEuM&D+?#h775zp7E{XKI~56MXV|T;gkm`cb6@3FGZuT>={wJ89kIk~Y8CBBst)
zQa#Vk_}IY%yaVgQV2!ERYNHS=pbb)C>bV}Oa!lQxc**x-SAeLd?bzx&MaOzR`o>0O
z-S%%$KvL-;fZ#-4P7UeYPsu)+&^sKcn`Zc2a>IOhHv|--jR|i(FXOUjRXW>}2M6a~
zwgjw}?D`Wx?zrP`OviQAe5+2n{|048YLk}&=>pKK$!~<BUBJrc%ZZdZXgWzs6NDaf
z;sxgG&pA>JteAHF8V6|(mBQzH(9gZqG^{ET@{*~3ow2V3zXeahLpWT+)bqhhySVOD
zQ2SlpiJ*K$G5u=dyLBRHw;8qTydS7jWP@a|tcV1MBCJIoXIl<|8vZpr6k4*dKj0dQ
zzof<_Apa=B%YR5i9F3~>?Fl;LkZ&w{I5z&cTdD#PJh&!(vFO-3w|Oi7|21|Neo=L6
z|5myMq!nWjDM3KGqy}jiTDrSo=#cJ|kdy%i7#gG`r9(OdNdYAWrIChr3!LXX&w0=1
z{r&g{#Jv`4?{(kb`?^|aUNn2Z?&(=haZjIi^CJoXDS2_Ex;r*EtE;%L)my7k)(x0@
zWPY-W*+t1$$nfY0#Ksh~zwD>W^e`Df;`3`xW8nXE+K<b5>2i_ahw7nKR%M}lC(Z4s
z2e_}z(>sofJmmL93Lo9iX5IbXoO5S-Ysl4SIqsF7+cu0GAR_s+2ixG|SBKnhyxji~
zy?#`>Os#?|_(u!&v#MbI(QXwx9q=>>@?WmDM-FpmX4q5^(CSUph(1&pq_0FMJ-6U0
z9_4a45t(wy?NhA0BPvKE>x@yQ5n)6_TiK75p)l68Dq@~SL}lWbL<g5=K(VQ}arogP
zgf-GLu-F%TM>IWr9dB;$QD72JUZKwJqmDx<WN-3{NWsgsX@dH0M(-GZtOHhho%ae=
zCnu9$i9bjaj#0TsCJ%Dy9t42|2O1gZB<y2GSJA!uiH=CIK0)!RQ3mXf^Ba8kbB|w(
z|0zv2u|Bwp)JtIp8cc88WHRo05Enu3%vgEv(P5`bwrXjX&9O4d_<QJ>q;Yvgc-(t<
z7DAzH(P^2uU0~<s!EQ3O!Pq`Mbg2!;<LNsJ1q6mhKu%zN@`N}w?y*7Z^YF)}ia<nW
zMUfQI!HzDoPH3jDs?81Dfrcqr&)zD}++W^e-lG*N6*tVV^u{<u?57iNkW#PWNF+Z4
zozzK~=b=3)En1f+7@&2DJkt*J>iWo&{IppE$3Vt_@=2!$9dVdLr%6YXL_ueLfmen2
zS5@4$tOsw{@&XBT!8kT??#vzKBxZ5e2LcfJ?Pjxi9Dg(+e0z^^xZ)WC77an!*@U@n
zgk#WN7xSHNJW7*T4gaXyt;c6sp{`rrG{OTxpiFkfH`;mWEZDOUWB43lkOyaMj!xPj
zI1FOrT?*OC_0>z<?J)|L-Ty{jrcN1r_T4M7lHROGocSf%BQJ-iilRIjFuviJUqxFs
za;*3S`Jc5~t3FU@xg{)^I>v`~5YDSC5Zv_+OS*-m?%5KsXA(O#!-GgwrSK9BzfqXn
zfBVTibi}tqKqDdX<eL>t-j)i6utQox5E~qs)gQ4eRJL^&XjNPoQ^wwOFTu;7sF<sB
zsSuMrrt0$abN^k<3%B|1iTrNJByAAI8a6_s{#rULX375Zhulza*9)_`NRGvhR*(Ov
z<_B$I9lHEI3INA#`nP`uaL({Ie_)8NL^yvkVKJ+tF{PodxC1(p3ZjUskFT~v-q(T#
zp8R$(dVYGgi>p|)@@0nnhh63in}oh{g^ZeU<;A6GqgT#?w{PdaXmcZieTR6P-5vc^
zD)E_k1D7PS&q%R%uejjxI7ZQ<UxcxWCSjjeMl3YKh=-@(;++K{@+gYL!FdIBe8a2t
zjN{Ku3;WR)#z5a$j&BzQE7E&B2jhKaq3mV&Z5a9RzN5j679(vbM>~GD<#^3KqZg`y
z9_?roj&c5v&6X_k4dob$iJpcrx53@%_JyJ8KYenAb<mc*k*1*}2IE&aNg(@mRsL(c
z%1hjssIIXFY(PBX;pc#1Ltm3ph3v`bPVSy2v(T3x+X+9rq5f9&wY&Jd$7u5D-P=8G
zr^}<FKEe`PH3oIPZ6TuuOFvr)G87cLm7OnK1ueCmd_V0;?!6+XEq!=D>7p&S)K|<u
z;#m5S#9x+XA9}fV;H%A!$t%po)uHrJ!zzFJF)dqnp>jf;gg=Z?B&ME1UVDlCa5VZg
zsF{HWN5Ez&B-ji2>>Fta{dwG-9C$$kg2t9n!a_~|Mf#4P%^E0<x5r*q8fur39o>Q@
zR?Sgr?PrxBk;T+cp&k;>tIg<^`Q>A1flz0weg&Vh;7astnuH>1>-&M#IIvz$TI+R9
z>}mw^A1tJJrK4zjyZ>;^0O+XlLJ6JvI*o`~N2Q_-eEeU^&~otPQhTW@g*z8#qxyN%
z=9_%gK6pMQ%wyH=IK0n(EtMZ&5R8WY*oeAcmIis9qYS){)Jnul@Sq{$eh{hjH{xp5
zIB;jO87><1sLk+Oa|a2+BbX7K`=O)fZzmonH>H>6wvjBUy*VKm6v0V(KgRJH<oQCx
zn+iFQPQ@id^a4GjK$H;2RCcHwrvx@YTOUIF!C*?OS%y0tU=@Szk1HvbKUO2BFUZK3
z3XkVWHF{Q47wtEb?JmM=((8#a)SZOc?9d6u#xrWvAbvHwWjH$`oKKzR{cc6#N?Db_
z^1qQ6s(%rYQUTTAz0q$dd769ue!Xf~8`~?EzVFr){grg`iR0xqqCnpJy6pK15QfF@
zS9{zc_~$^3>f@w4FxG9VdSS|fP@~jzY;tb*GODg-2Y@TL^Il5_`lpgitdeQ*XN9Ud
z&*5pP)`Xh$7Z}k;hYB#CVKWX02tAWOW#$8~TR9TuGUp$>B2M}I6Rcqj#bzYP-ug1>
zMrs-pL{Ubhg3*V-6+mt`7AUXh?6%YP?25>e{Q7<82Ou?c4dTx18>8B=s$r~^uYGb0
zu-wrBG-p55uKT@YsGpTIX!gAYcfm@MN%dk!%5HXboHyM8yKC5yO#lB<5G8a_{pD*&
zWtB!Tfh>zXQ_DZ1`vj6MxNGs288KdJt(!qKUn5kjVbY^Ypu(^yoHH$y$udf|ACgDq
z0TZq|)FMVc#AN0bv-|SE0%n27Cq=43+S?iIJWTzO+%VlEiv{-+fm{Z+o->9Pf8x<F
zGsgs)+q3%assRdd3kh{D5)Y^#m>$9`ud|kA>LPiI3WBF(vo40(DCrFs!*F;y?aiQ2
z{3M7xG2SX0jl?9|BOmCVz6k1*e~k$JE<4m#UoN#;Ff7K>mogVkC7JL3z~gAqf}P1>
z9#edu5a&}{IWWYptB?Jw*rbcVrcuM_`zBEq<@G!0h5{u+{PAV+lLqYT6wD2ok0A_D
z6;j`HTwtNk^DLQe@n&NTJQ<->>UA7l+d-aCq}fbovG-d~fD2{Ym8>a-i7APPBlB~5
z)J~?QIq>i&$E>q+at+0$OS;9n<&~d?$9Xaj#;&+yLpsoL6lgWY@b6LGW5j+>`;IwN
zIx#*^lBhshv2E2lxMb8n4OW%R^WDD<>M->(uWx#f?P=kB*{GK$LG!lcp!q36g56Xx
zRUtoACF_UV;fRsa6NWR5rKv{Ah(Ar3LE6KE9rJJ6Of;|W<j%nfy+P9c!os(UP|5QP
zdKd<n&*H1V<cH9t!L+!Jn<sHy6Z@k0ObqKW9JiDGUtprtgcogXCRlx5Sj=A@)tA*|
z7Rv7MOP0AKLG&0FF;<bpgmfPO3YTXdloEqQ-jJir@!1Mf3&%o$M)xBz#Y{_B8M-uV
zO<Ht8RwSAItO7y)NxAsVhQRg)j;}4^qBR(O*pD&BWJ2eFLSnhYVS|rvHbM!ZpRO8V
zSoFjiZa-UCgzAaO!MCZ{WHHVb6yJ3^5N4}Eq^rjxZ6HoMGCqY@7nK+65Y~^SvkS8R
zSWRZc6lIsKe2jvs)ob=l-tLj%(#<>LTA(DoxEJ;x(ts=8-u2A=Q<AVbsx-hFnN6dD
zRUwh#=g#cMmRO7n4R|z(H?Up9#(}CRDlMQv%S1{vq$1W?kqLAeIN0*1&C|Z0qNlxQ
zXn6XtZCf+@O_%9|eCCwg*f)GXT*!(T`;F8hR;k24Xof^eyr~$Q7=o|K7&X9^6lpA_
zAgB#YKHmPikXoi7dUm#h@CO{v9FRNO$Tb!suWUs^&I$PhdH#v8_6?Im2OS}E3N--L
z)11r`)%T1!q#;CF<RA~fTF=$)n~#pC@DBGMXPx}j47fD;A6CuH@?JH@M}uDcMF^1#
z#c-g%aKKbUpLkdhphQ@gmp_bWG8XdKi5dD1Kf;h&^93fGqoDdXLs_Z*JP-QY2ifvm
zV6=99#?Q)HXU55B9N=$DhW1_0p?O&a6d~y+I<vGpe$XTHb63}x#WHCAa(3tLIBl%_
z-LD!_%FJJ29?z4?D>A+?fDCmV;<QMnnT3j^gPUk3)lCYpx$6qw@ZOsDRqAw6!*?Qe
z&<n_liovm!NM4q*R^}%!UR81Zx%u%ST%<PrrmcUYn@L=|>-moe{V1Fy-Q>4N8_y0(
zll@xwOA7~V#|%bokPDKAJ&_NUr7?|m*yx#b)p}~BftUqey#xayLire!&52IdkH_}x
zUQU?GEg>7*{S%jPRo8skc7#_&kH##K94AkgN`dZAgAyeM?Y+c2O3No&9OUNY`G&`2
zEJU9+MV0xuf!rC%+}n310&ei{X_Wz3@P}kCMfWssE&AV?^k<JP!sZs0!R1D&n$=Cf
z!3%;U#g46zrSm+b<z=it%1rLkkj(CIqR{Zb)({|jA<cZsRlBXZ=6{&_X8|SG+qM8u
z-9IPW|Gk!f^T|y;2qdFpoa`V<2&_lL5E6H#`w-tV>0`mhC?E$@XBiP4)6QiIbMDce
ziypR9XOMo1)cPK(X-7s|XhhAYMWRkihFLvmNhoE;xYC~`Z$j0=kzb5kW=wn9&RQwo
zl;ZR}X<l-K6`f1gN{D(ynmHFT!Pm6&ERo)Vo1)O~P^*}~<J?CQ9U<|yrbFQDRw|{R
zwleldh+4Q`*>YQuKmBi)P1@m%pOJ>YzIbUGPFN=XoIjfy3n&jYg7P<!qF#kH>N{wU
z1v_;y{vIz|ztY8A|B+tD%XI#@<3x${62fTvP!i3Vqb_sD;)$TS(srg{E=8}zxk?8B
zW8y|u=)BBYHRWlQd2ba4!@bGxb}NSavtq6t+CV{q*dv&0Vo49jLtySPa2aBmU9=ga
zP^>RisakLbW`MVc3njf$3?4LtM^>lu<r<M5CjQ`b-OvJ}YDopxh1?Np`x)+gWI2=!
z+CqiIcQi`{93d!3G-zU|BWVpVA@}7Ya+q16YLp+HjMHwh!mIkNWo;n)ytm<S*9Jea
z_Onga&cV<3m6f!qEL%2-60c5TV5R>rF^&{BjY>Ugew(OponK#&;wgL`6i2W};mOGe
zr$yTQL_<R%ZFNb^#v9el0med{YBb?hE3y%sJPA020V*lynu}YCl<XoA73<XncofDO
zhRJ!@3?Pz{HsY2lCLaL=*zvP2q57E;)NtFCL;9XQbYU*sc9=cOI4e{m=S168<V=Z#
zpB@^C2|ZbHXE0<B;0ITTad8#jJymTcm@o%x5hFg7J&(c)52Rmn${rLg^!r5^kkAo1
zjO$f9RlNP?R}fQxJ!_VnDba-EAB*l^s$g0+021?$K?N2#VRX6p%iS%$n|sidY2YAz
z7TH~fqfWvU;%?zB`sB6Pj|PT}0yH)<UsfzItEZg7g##Q2yn?3LX(4)Fr*ndH<t)y8
z)IBwfu91Vnab)Fm<QFeBbgeyZrZdyT$NO4QHdBZ+4v;WZGdy(G3i09I*{5(eN2j2e
zdGEKC93-}gMC5Aq3*%Cg7BH3rDZpw}wn;7hC|ITRE$x93#UpON2UY{50=7n~*rBCH
z`S;RaP_VD;%$3cm6l)5cm98z%b&|KdbFy()BAM?!5<sHt>;CIfcO?}~R#J@GJh+?J
zbaCqsL}&1t;*ktQUN#SIf`ZuKClC~V#dWs|nX%Be%o^$pvrvdoZo*qqO|{g|YJ~|W
zI5cNZ`CPcFqg5E}tl3cZBpyB3P|uN5JXOCpIyT*}#VFP_mOU)oZ`Aq_`Z`&ep7FO=
zw?$=^iq_HCDDe|D&KxEmMwpwdt0#_N=H0pRww#}N(+KvrvSTkB&PkKN8KKawXuKq}
zoX|VnO8w;4c^Jer@|YU=@lGBmoTR#fki`$V!sy+>Mtf`$wSDmtp=mrM<<c~aWIsyC
z;K^-~tn!Vwm<4f@Bbf4souyUA=4<%Ht8|G<D*@_Fk1pEHIUe-4_}a|~#^co3ABH7T
z*xu?1I-d&>G{SJ&?P8144>X%)7rNB85C&Bnraf-%laN9@+_Wk$2~Oin4C-K4#R1Ev
zWaEH}4D@wE#-|DJ`=y;2UGY2;X_3s9STqX6VsE4sTEs>&B42u@@5X`zrdSQj!5aoE
z45Ep*TVt!&KvC}`GkAVFtuB%qRV1O9d8u2!Q|>d^X+WMVv}!t{lvEackj?2p8x%#u
z?^c|W7i}5Hkb(sh9*Ofw5!3r03ht?;Jh5k@_fyYlPOc01NhY?~UgtS|b!h|cve)ut
zAn8*#`H!^h)p2&SIRc4S6BIE!Lp1F$sDSaI8etKAibQaxS~kWG!H87Xeiiemf!nEg
z84@(nv|FqDdYz1fns2yg?3L~~uZuYh5tz5G2`5WkiKof{b?rQ@ND_s~j)#pdA7`VI
zW6JNrKu@xgq_tZmGpHbcUI0Zx&b$S%C!@@g?V#9BN_O(~rzVK`h_CR1x#}MCs9^V`
zixGytZ+%Yn-F`Xm<n~t!o-D_Q+M4qV!#PxnRTxelkRr8`IvYMScl;tl&&j69X(;Wo
zv|jlw6JRxL6Z-{U+H^)9+T-~5@X~0|AN1wb%rwqQ^Qq~}-$#vCP?Fh#5wYkrf!_hE
zO>|f;$4NV|5WS=ML%YukynB&3Ee@R_E{T^VwKV{#<k0nCGCX{{x7#Ojy-3Zj?lki&
zKq}E}xFMAsQgJ#iyv>t;=Q6sOQ5AJP?kx?(a=#=sEv3~01AFFwa3m3{gF0u|o+Go9
zKc1tn`y4DIPxa(&n|@U+ENm-sotF9-4x~m|eX;iP=sKI(bX)4%%Jc;+CB^7hY6qoT
zm#+UxVto95mBe_*y8j-4jZ9l@X<loO@&WD9i!Vy~>0U>G*JtbKa>(Z*rsdqobk*~9
zrE&F@#70%!=h<`j<Z0LqPDJ6q;zV|}>`v8<mJ4NAP7k(xoW90BJ}<YX&-QgZy1h2w
zm?u0E@-Ar&ZV_HNZNz-LM83+BgM5E*p}!+*ezr!AmZOF`r6uLbwETA6V?uFPz^PF*
z>_1eXc4=%Lfs7ikF6ko-$kDehj714OMxZ2N07EQR;_wyl2ek-qD{D2az@7mF5h-C%
z9+8wKHoZPkjC(Ymr}%PmA9|I&lx8YLd5}_|AVU@g%nUNa@EQT+?_bS!P}E}2%2rlH
zk2E#S6&M?DO}dWEH(IJjYE!^Th1RC3bzgv8NohQsRkSQ$v|S@n0Q(4lL;(i<onI{>
z=pG6=c4YnA=tK(`ooGRPd8LP?tY2q-P=A}-kEUE)g9Lcfe9)Ph1++L_X%C3vaG&!W
zXAh;<?AZZP6+w$p5xPvbDeh+I@;$ra)83(r-+S+U2tsI80hp-hD8Moarw_j~<vTo>
zuaB7{L6FI6ApR<t<twB+z<#{Id(60bJt;&>Yo<HqUgjmqZ147BK=a<OJ+SfbpOb(B
z>h6oHX=}L5{jFo)<ErW((Yz;FZ}T1m%TW)v)P@#oeDpbtslQe?f!Hm-f8#hd8`ORT
z+Isn`N5_Q1Y1k)(nom?b({0z}jOpsjC)Z?JDnyRIcb9}Dt~07gJlFSf{!0s42cR=q
z;z5*@Oq;zI8tey>98fzOvN%A%GAdP5VH5(eJt`B6o()-CwN{-OsyW+q9J(_USaj;U
z4x13lKVy3R*Z$uwqqBY>=s|sHu~ve9|9Jlo*@Kz?QC6`ey^p?w5%PY|768By@YKb^
zJ<z{jMKj6m`+;w^IAZ_nE8520X@E!J)Mc&*H%7Ra%&-|sUzjfEHS>w7#WbWw?x1{p
zIv%Z1P0B~R%(N4+$p()Wv5;M>70r+cCvRVm#1V)wRBe7zidS0KV2&MxyR51FtzWUO
zk|xSDpMo-?D0C*V#D27DjPi4>y%(!w#N7}wiISQ%o+d7*)($5gDD7~*eN_EU7Hz5q
z?iY?V$RvL1(};ExsaOrnMWE^JX)_Xjuu%(`TdbZBY60$xrnPe#f?;mUoCmAX;^M}C
zkw{uDeEBcG{6n!c3MiKHOH12-v4_onJeZhJ4S&)w`cPFR5JU_n;tIINEJ?dd@T`6W
zw;V0_Zq5p9PC2al8e1lhH}282jpSgwzZ_wB`!uSwu%CmgG!vlv%xrlr!9w1@Z_z(~
zXxrRa-^c1-bNnOkgsGDq*p}go-*(!cH-7u>G$d4N<Y2o}j85*onG7`a`EdCxET=&r
zvkdqCC~mLygtv6RH?;J$wEl$JhV;Bn@LNum7Mc&3)VXwg&(9lLatN-kfbayfKmgJ6
z@TIL=_oZHX?LPlP6Z8TQ23_=Rm0k|OIXU^36h&s;PkoyKO3d4*(H$1ESG<nDgg*-J
zU8adJp^ULo*98-o<aWBq#*5lyRdrRsb#hYXn^uulZNlCPz=eJxO;!@_-l68U)woX=
zBY@+uAMSsB62}`4UCQ)+^FH-CdMQs5*Rbi6cgmL=;9wLICJ7vGXB~rDRN#hm?GRAr
zs8DB^4;H30OAvKH{a8=AT%U0&G?>fA{JVMzI9rafeZ@FX`gN^CL&aP!HU35U>$2HW
z&tdc4+wDv$!G8GDLs9@^Qr|$A(mcq_M8B@pL>Pt2BUpC)SM*cR>tsDmBBZz(kah(p
z$c~o~1x*beH4Gu%$}XR;<ZZLUz*y*yW2^ICEj8p#J*T>jByRrt7`RO7JeG%$P`Oza
zSfO*KmU604wpJwDJ<MU>FS1l(_&ODtPmRP~@Fsf}&`R3N+ewPeJ{|9U7a1lgW7QC<
zqGo)i<CaV9-m!Mi&c|(FTJEbg%UcJQCU*)N?z91$sq%q6<Ke8q=12GWa$7>JzgCKg
zBa!pX7PYm|r{{CcO<-~4Ms-Qv^({YzNWpu0D)>EJSTcm+WD?_|Fjzr^m`zFGNOioG
z(#*T;<Hv(~J?{%@ZipPv&IiRmk&=<|49A28{ps6#&rg7Mhg#0n>4w_4)f;I+Ko<_A
zq@(j%M|EU$y4hg)iyx}%F|Tj8veTzqG8oNQ+^TSZ-x1aW<Of|7VKm0#a&ji!lN(@G
zbA7Rv<^vGB(HDRD%7OQnd7+V%AN0CcK8fIib^#8Dvy$=15@{vw^1Z81yj;WG5hL;M
zr48@pTy~xwUtnh5jqB}>oXcox+!~hxIc_|BxaF1-_P1WV>k^+F?~WqT@yvqh&q4#>
zjjUZ|4iCK#ggvgKB!Rh0=^tWBuADn3o(nC^X%l4%b`8rrK!;paRn_Y^NCqo(9{^{)
z#U%LI1du71%Ib5BRN3GEH{J&7EA$)Q#@sx>+dv0Gi+TqOwX{-yY$`y~h<-EfDt>^V
z;3yd4E<K9<(~rkZ_Su;PQkm1uO(uIuE2}Fk&1W0je~=lV-Qyu|{T3Lii`jE1RCVEW
z@D;$dG3`&k9Emyq?uWVBeA8EV|6JO%nK`6;R`l<_I@B!galonfdc+v`JMcwRcNA}B
zHmF(dzW3XjOA}zTH60FIbOgOj`4?g1MX@IySok#Xg-o@8R%H7F0S6~dy4OF_99(Oy
zRVb+n_Z0%@*<Zr%yS?eNZxz<*tyZ9dxWwFpHA!HqG{KbEGZAuN1O+3-#7OINlHS*m
zdieDn@0GcWnF90blJ#rFRzToT(Twh;8f>|d-A$~N2oe|#w42uD$bZ@%De0h<5{Ja&
zDOLTTXqfiNJxtcUXS-g4KKJWXO-n__3Zq(h{4MyyEUmA<5a<{?E;CM=_DK!|%Q~h!
z2MJOlglB81FI#}aNAINX;MljYq~v4?Zk7Sy(GY1BG6e5gcY%zPV<)$r?g!K5!?I?v
zbLdG*w>DtMNs*0hiP#(Dl@~8PJ!rxuYji)Jv{M9A-LNuTdhCl>lK<H09;37V%Ebmg
zBisQXUZxu|k+X>Vr@6&Fj`E?ASJe9zd-(+Sr-oHMDFr=x-ftZZy}IDs0vIU33Y`bz
z&rnfW-T~}%>t@tOI;(f%fPZjPusf>ZvUSz0KfMK*$1a(18K0cQqa57=AchJrogC>-
zsJBumUn&p%q90M{7S<jkcfM`OO~#v3=u<z)%%>z?I$3@;VE=ieez1@)(f-$cBMG-&
z&)P6tP8xw#$@AtqEz`geT|t@z+jm5uIX0T{GQQu#k;9azPw>HwHIVMK75xD_P!5{P
z(aIc6F!qDN6vGekXh?vjQC!5#Ws8nlh?7b5Th3XV3j5#{mWM<r9qll9d<0xENO-i}
zSsq546>@U)cw+VLN)>U--tPlB-RfB~^<1p*ckf(!xvK|T%MROaT)kJ{?0u;K|3p6V
zc3m_A#MW$EGEDXg2^SfC)lwC?)u08Bd~nKZ)L_xvM>vq4uheXxyV&);`nekAvogOA
zgOl&dKb6VC(w}PGHV(y|%q0;a+Tz{O&)ARL?L5yOVn~wO;j6f}w6Mu56^;DPLDT2f
zOD6ncf}iK%90g2bNZ>gS2di2Mj#g7M^ojAX-6JdZJX?Y?3l1G+I}+TN3{#GWOt110
z25cj_bJ>|J9^{(z7P^6!cWO4xF>mVoHy6z7K)KaT;rm8+UQr<7U8WCy|0_aXmCg&I
zi)e{Hbg}MP&}Qx~#5;Weh|Saa^mQ**B1)81fUw`R!j|i@rO^kq?gnZ0Y41-mvglOd
zk~9ffDb)ILiDa-Qjv<*;yG6lC@>U%~pA{CRj@88=CV`AX2pzcU1poqjIkQC^&hvbe
zFM~RpHrmhqQ1YAUk_f+`)AQ!CEmHHfIHLA48b6Jtg7D&fIW4?1uLqDqNJM8U>cjKV
za6&;Ok*c`)8VjW(+15a5K~3m6WBp&fjeq{fuCqh0-#Q*oYDZOJp=AYrEWiJR8M*aK
z7vPbPRI>Pf@O}S-vAxD1zc4{J&Gft710nsmzH*pNl{8}0q@%TffV&8&kT$Loe?SbI
z8RW^q(J}${$IO!wFA*ljXNHA%^)$vnN?JF3%FcD|RXC(McjO^dOu3;;abSXVb;JNe
zM&PblS)p5Cy?kVCJ`0(d8_w;|T@=soP%Ts$bgda}w})9DMb?Zty+1LG>~nb;ZMv9i
zZdS{a0?$fYg791wM*w!pRn)H%$ZTAVcU^Bss+%Pxo1n)D2Ps#RhW-|=G>=UPfTXEK
zNrRtfjC#J=Ib@c3)J{KF?uSW*Z>3uXysACq;7<&o7kOXe!_bI$1X3Wv%Dl`7KpT_?
zhUsKSI)02MHK<Sv%wmh`8F>9`^VKG^KZ}KXvZPbQx{F!+r-?FLzOS@Q)m43v{9ioI
z@s-wig3L2r8=89YSigf$rMGY<*$xYw#y^G_B3-ZrjYe1g)#m@_Z~f1W2;^)tqf6IE
z;|&yFZ;z_LJOuS3>KNmh8R2u>hTqjx%v6KJshJLZtYp_MR7(bLDX}SF_bcWEFID`e
z<^!uE!z-;I3#5<l&iy(n1yE*!cjsLWnPr)|-c`^9z~gO!mc%--%+LeNW7|u`E>s5@
zW9n8PaMm5CEUYM8awWr<W90VSqAxVDbB*^fA=dG5d0~^mb9630&EMoM@W?Np-u$K9
zY^a;{$ZHqtslY*QbXwMa>e%a7T?%K^$(3VLWMr(NoKc0=OK!MijM}EYf2|@=?vuvZ
z$*$2+X==;I3@7p^uoO&Ie+yO~rm2ylZIINCq{vl?>6Btyr6N#+N>a_#WL8AXoKvxu
zRy)%FjDIwtUyw)Qi?EzPzT?2(@DWK;9+-6cNyHF)`s{3Go*&5C#FoDKue;;sIk$mi
z->9VP5@CBK596B1q(~P`?n{Zn?vg=n+cB@GviKDd#9EET6_O+r7|=3yf~K6#(Ht~G
z;Rc5QwrJlCxmHh8Pz;ykJ`3I;hHqvPFS+<x=`7}qEA?*Hw4vzg)f+Idc%f^rgz3Rt
z(<l<(xCuoCXeK*{$W+A?N`CMi#wm@^oTtvT^z6!yy6I;8U;Cj>fYm0;gYkA)z7|I4
zlB^CxPl$86YysMYN$6Po2ngZ??toe<GlvT)SO55lFLn2#_7$4Cj-evrq}(i0H6x*T
z&vNM7eYnLM3e55Fr^=k*H%lcdh~GUO2*jmACIZV&D{#L`+<(m_B)Cp%R{Ha4-yb&h
z@BhBa6cw^mibBh1+HcdFr9m)C-WUGR@u}+O4AUPIHjh_M1V?E7#9UhjS-#r2PQjod
z((q81JeV1YRJbi48G!h&?&(mGoFXw(Bdq`+O^rhk4YNX{VQBw)Rxmg=8;vta$=*&w
z)5IaidA=g!l-V$0lTwT`@c-i}<tjyy!7?2UUvRJ+%aDCc0k0dI;y}&iTzh6gXcii|
zSaA4QKuKs*meS@z5KGt(Ef9edZCj?L8PSS+Lm5JzNNLJ_Qq;nP2&{xQ0(SA8C9^H~
z!pZl`S1*NL!27o()1Q4s?Dv1|E73UPLosSHqA~V2-V$N#4P)V7KFJWds@I|#R}6k?
zOd?4p&%P`3Y(d^Nu97$d#uVs32W$FC3|ZSGUym0%b%jK^+|?m;t!46Z&8Vo<IjrKy
z%VOAdmLk+K!v{xd(MoR-n2ofhjX04s>fO}R{&{lTEZO>SJc%jp_b{@Oqw;;6UCNBx
zK+}#H@8q6eY8P{FMOLaMuiB)j6_r6m17*-9+Isx?MZ+*PEK){ob(GdeeU42)+Bl(}
zdfYjfrNU2EWXLU&bTccDX^j#{s)XdJ`s-9Iu-s?{1}-sU^qfPQPvG3QfFCI^@Z}|{
G@BcrIGZ-BJ
literal 0
HcmV?d00001
diff --git a/log/zPythonScripteTest/err_n_plots/IterPlot__noICVP_Vp__fwi_FWISO_iterate_m_allshots_5_7.png b/log/zPythonScripteTest/err_n_plots/IterPlot__noICVP_Vp__fwi_FWISO_iterate_m_allshots_5_7.png
new file mode 100644
index 0000000000000000000000000000000000000000..f4898378a904481ac9173e924112f54adb10c034
GIT binary patch
literal 46990
zcmaI71yEeu7A=|(JP<T!fY1b|f#5Cyg1ZI}F2UV{ySux)ySux)L*wr78_v1)?|uK(
zuY#g#SF?Mqxu%UV$MTnw5JZH>fq(bz9ip%hzs$RL5K7?RHdqMoleX`P+3()f$_w-J
z%GoC!B|9YH3DiHYs*l8T#vg`3_Q8Mq>g5Ie^8@y41tfBFz}F3k42S^LdXNpTdFO%U
zXa1-`Kt<kOsLLuL&sQF$h%hnKm_r>6lFFpX<yLMIFWD2>c#stxJ?jp~s^qiKtem`}
zqM}_Y$noBxc{lZ`nnf7UyV@Ki;vdOFoQKd7TX$o;!AlGfP=xr*ll(nP6W^}7#K$3}
zejl?rkYTUcUZr1AOf;$4z4!Pq7}XI=8rbV8ZgsopZOZn*{wV}4R!Gu1?dW+DZ*5!q
zc$QANK}WOjDJQ?uYtal&+~&CZ7wJq|z_%s{I6^NuhIHWg8KlJb7c@pF1diUM3NO8^
z!cNBZ!1UiE`=W4Bw3z!5!V&k`NuaTYb$uHA79(LeS->GdGK38VyZ8x3(zNYxy{&Xd
z+cR@KUv7M%&1lg$>onPW=g9ISAWeF*nx(-uo9o&h3(+?(WSQ|(ULjb*tc-QfFytRX
z0-Z2~gkE6*Ieb*wC0{lsn)MBSCrx0L=V?z+O<|UjOC7wB!SDbPa`qI^UpCwFr&h1c
zP-Pf1DX%Ah5%7wgBDYh77P{ss2BOJf9%{-RnB>cZtrYI43DP9MTEAj|AT)~wvGZfv
zB_mm_@ELEcsZxW;S5f`OvYbDSWyHhk1CYDx+GbKze6WOG=xzV3#Ruuf4_Ly_hy-3<
z$Ui7>xM1Im#1zPgtm;0|pN|q9kt8z=kY17h5Y|I8%uHO$sSViv6DN?b(xhH)oRzz{
zL};i}tF{Jx%%((8HH^W0YFZ|Hf?5To28ZE7Y{2i-BiCS`WTeiaba_d$va=E?M2a5#
zK$X{cU|V@@O9@nq&Z_s1F5Jh_|DOdoBcuL+%{RFH`rlTB6F@D#w%E^imeYyW<cs|q
zCezPfj?I<TMeQw5P7<S*#%%TR)H?aAh4lidt-pl<oF)J6dTzvDjMmjTU7GzRZvlPd
zoT#sq;@Xm+KR%Hu;RRZQgNlNnKXDfTaUzQ;C-10?qi{}^hi*XxTXub0f$$BL2))O(
z;1Z6tp#MI=|20~|Sk2*~(t8PAh%E)|x}i}jj9*f@GqXH{ok0>7H2w!70MV~nALNi&
z8-<F)dPit0_q2VDhyrIix83Ce;4|%$Jp{5h0`d;KiVZDcjJ=hz%nf4N3iTqgN7tM7
zVywGMM^pT_RDXmS-AFWc=ol}`YsQ?(I$8zfLHP*Y#Bq@9__TPsJ0($1n5Y{NA9iDZ
zulso2f&J!b|GUutobJEI{ee=9$Tvt(D>g+g$PZ@#harenFpKW}Q$08nI-JMSJJG)E
zy8(Y>S5VUazTO-|DmK06r@u*YKS+?Wq__@==_(=XB&%8`Q3Yci(E_9X>e8|VW=VO}
z+x(^A{zUr4lK8eNzLQ9t%D@CNE(3d!n%KI)2x=sX9)n?HBy1=5nhB=qh?=sF&L6Od
z=O~f8uYBfeX^4~Kt6I-eV)66;5;p(4nS@V_nKHCSa4``I%KTXvn^JtFhSC`xyXsmL
zepIIRUpa%D3Oa_{2J;anRx)Je=-YxAgow-;g*nuO537DK2>i-J=}x8)oRr&8FP;}o
zSF~<Oi9v0yv8NnokVsEv{&1C~Rv~K_rKf17<drkxlRaj|R;-Xbor6*eiec#(%K1JH
zd~XBPtWpWwEChHbRo{lym!WaoW0hC~uWhfD0t)+^Fedmv)YONX(jQATt7V7-+i8D2
z#9IFUY)zaj<)rFVx<s4pM^P}@_e&yPh>Xv2EnPpuX=~r(B+A3No7H65WKyFVm{qEd
z_0Hx0RU(-Qz|Gd-ZDp|5owNxknY>V~QTaQ8r^&EZk`8G_b2PjafTX&hp2QN(d)(GN
zmrd;;O(7l---~LoupjI@Z0;Z%ol)AJ+ARSL%EX4tL)P3P`V_B3k+jR!jm~2zHesN@
z2I%gz!&**1r}hrYro3d#?rL4O`2UNC|G1g*J90p{D4frG%g8j5U5h)lYT-<g`~U@<
z#d?M4bjHd`k^GTnvtxlk`ips23Sx}Sy@Ds34S)zjwNV7%Im-;bnKs4@XWK+EO~>6{
zPi=u#zi(Tvn5?}9=>50yqB)BWfnIikp>uy}$5vN#ybLv|f6CS64>W(0?P9t~V{aV(
z9ohTonZJ7>JJwYErwsXx7<>IdBlQc{4JhSNf3kS80wW-13wyyS(*dif6kaUNGC+U(
zf8xC7+$aj1x4lnaj+5>OU+#SUf^b-GcM_?|>r+0qp7qA&jD8L;O?KOePfecEJvu;n
z&H7;j+jZJErTO`&;SLwELrGVrhS5~&6-M`i;(&;LNYWH@O~sm0!L`?tKoPsJP_P-2
zJa+cdc<h>9C34)d>-|lbe=CpZ#^g`YNkz{Udb(e(H4B`*Av70c6QeX!IsjFq@|SnX
zq@c;%!nU^x(B($jZPYPQPUL(<#XIpV?}MC=czp{+w&H0@d9y{cDRkeFN7=&M6x1J7
z#@yyCk@7w0Kup1UFAu{Z)a4!@jPXoScZDBR8lsmA0CvblfBoN!S4qT4BwYXo8^%r<
ze?Gz>eGNmLam=Y2G+#mLJb-MUY4xV@8A<sZH?p}(;ZG|QHa_`c32AY0!Y=Q%Is1(-
zxpV@mm*^f=j2UU7)9Mn*bY~-tDQMw>1TI$@A0-Qmiz|)<QoXl4oqnTt-z?uu>=a0_
zX8HL<BkC?tfvXW`=W!zvHoL7NilL#2+iiGkAn^HcidnH(od(e9i-=Qu;#Xp(ar0J9
z<=Ap1SgSU<?N*<h%XLp0jIF{aB{-`n7pFYmYH#$&xZsJRh6WM9Z1@+8{&B`7R4h>C
zX+zY^U&zMhTD$jXRqg0N@AeK7+#Ik?PtR|1+qQ8Z+bi=Qw>;c&(y#(`+ntV+F?#*|
zzBmot-aGP1ob}+I4B5N5`yDcyZml>S&4kxkXb+-EwmeTwno+AY+&_Ij$Z(!&bt`S>
zyT@a*I7IP1VKfL+u(?D?7m~TW2U6o?YPG2bhExQDPU4qDq5<-Z-YSXb4T1&gw~eNA
zzk6mW=oL?L=nm01i&PqVPUS9q4hs@d_D)+TOn-hJ>7;YQ@8TDUUGGE+8585}B;_D)
z7(piyc30N3^L>F*WQq+TLd3Z96t&!tL#p?j{{dYFZ7rD7ot~1j$Zn>DGvz7@7rzMQ
zYKX-@%Un&1A?%GB7qup>Z|o}}tsKXI8dSihZMA81qdrw1vd#g$xE-v_3|WnV5-ywb
zW#a6sGx$JgZtwjWr_D(rH&|M3T84kfM)fy64m26RJpT1_zIsHvUNNpE3ovWAE5|i+
zWQe6N>GBR#pjNH2T&QAgeOgu{O|>42ZM`jTalvia31jjcC0+J)W)y)X<o7{ZHC%NO
z^b@kOI?xUs7LwHgSyd_&DUkxSdk!0R@%h;M>uuF8>UUqBM`t<fw#ivEc}|*pj@k5v
zsGlCLKtleTw_s=E-YlZjABt-Q!pK1U^J4z3DcMghN7YaO%h_d`tUGGgz>1wJS+>aj
zt%Zx1t7KfgVMj@RBjdu6+sp7?Ja*T;v1b*!ri+nt82qH?S~rf#nHZJYlDiJG=d%EU
zRF|%GC$q_R^bc=+3qOAdo8{_C^8x?XaQw+gYHQWS&`E3S^&O^Oppc8pFxUrYg+~^j
zucwSlTY-Shp5R-s<K1mwh5()61NzE-dyc#ez_~SEO>o*0Pyp&xt>?FEn;woIu0aj&
z-+D4XKOMStI0Ejx%@@1nP4oEr-4)CY7L4#v0yj;Y+>Zgc%ryahU7k0O%VsST{r9VB
zye=j6_r^}a%i{b@CPokIx^ChPU1b2Mx8grP6h)54If@nzL*Q6nY*Lt_Ws$Vxv|1JN
zl1i5?%Z!bJGVie4!u>oRA0NbLtRO3U6*<T~dq&usR3Dh)x-)zUT*deyyn+5xbzlru
ztdC=lCYPzmp;%&{v&_6ugG1$sb0P1>a+A^%o_W;qrM3a~aE74Ow|u#z^F^dZEtjks
zON3`UN!Y!iy(wR_i-7BW2v#g*qJZJACiQWSdN`JW^e@uh%GCz4(o?wz*Hjo<)YV3C
zB69j>n$T3~3)={tlr`@&16lafne3{l;WCWBq=*v*@LCU}`Nr1EGJ+n1L-Ak}Kr>mA
z>w48NKmB<`ry9*Ge=5}D=2SK2vDLt`B-6)b<g)B{tt2Z-cg@Y|?)`;B`ze{qW!LEw
z)0^u2bi2v47*<fY>5aLf+~OSU7qn_Nb^7}Q|HcU3mr?GMO}tQMQcvhB)=hfB=lxM6
zzrNyH&bx6Uu85X1;?B3;3yIu3ejc<q4!mB<O$McW`h+uQf0<>mk9*oL`32v{-LHxD
zBKhi|y4%|BpH>`+_3^a%;mQO#9J>@)MxmfkqRf4DHxHPoHRDUbUL^Dlx_Sa|xfPX`
zKKHG3@_!47jMa#bZPDz1%X3?N9keX_StH-*Z&q$((7OSa6aFwZV#{o~7m^6YLGxCz
zAum)aH92z?#BX1R>`6|FxAfiDY0Z7VKB@dT@mv4$jTjor>P=3PwRytA{WXy7$2x|^
zK8O)F0H^}7&y{Bvujl|rMU-gd$6%C@G+Ss+KiR~i3(IAjB=YN}itrDd1dH?u)a_lf
z&(KX$rp;IwFQZvL`cXcHQ93P!$mP8)!V_A37oCI^&E>raTHmnn*|WGv-FoLhlWw&J
zBfiS<r?I+WBb;yIcKbs1$EaWB$8<9w-DDFZi2cz0Iv_`joyQfwB*mhi1Bky+5_-z2
zLr%mAeNorIy?Bxrae2l|CfD}Um4RxaYL`GNFxR&TCEG1KbeybCwgp+8@;Y(dJRVjb
zB&0gt2loqxE}rLNY8WXu{0a6G<FFqZVb86AKB6T8!oPUpYNCHW=~s02HGgf@_^m+X
zXzb5cvDk5jfnq%<p0$6c3j<T8P2yp%4`vH5lGGsHuoHu?*cW;O%}hUVB777GWa<@C
zYIf|Tm(}<0OXCejL&A@&D3~_`QrVtZal=AYPo{At?;fJQ0i298mzS-`PZ1shyeRc2
z?)!Jn-vGHu&gPDUdmkrPC_qOBqN0mIvlxDUCr)TRp%f*{#O<%>4f!KDkD4Rj0xVZQ
z&}?5wM|`terWa?^$tG<8*4LgsKOEpYIsd$Wd}+9-zrJqr3&Lwu(bgXSk%;=%eE4}k
zKRMyq?x_PR9It%zb4MKSq8$P;OHsp#KCKpNgcE)!eY*HCJgm8?tG!)t<@R*2iTCm{
z<mOz}M-nT<Hk}v2qV-oKa5<K+ZlG7*v3L5ObrlDjGckYGF-x3IDqBtw8|aVUprLEO
zyJnUb)x$OTky)Q=IgjpeM&B-)E^Q{PNx@(JcKG%l@*xLJ-h+ZfHx{~sc9oBtbW_uX
zOzVu?s<nYkT^*`MMTF7F>V-ntMgRMaOom`C|BPt4EZ(7AVsp_U7T(5`AABD_J9BBp
zj_~$icF^(Ik0J6*Aa6`iauL-YPa$^uG7$kT+r&L`hO_Veb%g(LAbRuXgGPS2KVQ_6
z_Hc^?xJxN`IL$Z6Ht<1XyZ*7#<e&;fuDZk|#{oh~&L<zgC5M|TAD`j(dy<P(k>o!{
z8tl&s2sA7nBx$(m$%6C{P&aC7mfYN4a=`v2pcA_6i*K{Vl{{6yZJ<hi-1z0KL>zvx
zZ#(9LzCjBIca1LR`OE@3vuZG6SlktPBA|mpfvtW0mD`!x(vvPa6R@>4T2GPi-Y0_V
z5%t4*e9HE$OYJ{#%bv0;9#1FDzrnH})}O?rt5qKDyu%&xrS=3CCH{INX_EWtqIKnd
z>-=UGLr<wmXWC|#`!Zkh<q=$%0)$A=o^J*9k7^QKq2^p@e{h27h+@l)UZlqh8zk%7
zK{<I{F4xEB?wPQDAMTfZ*43u1(MtW++TVPG)3Zx<SBy7^EA=OT-#16{uV|Flj0qM?
zrrv8jUVbFF>no$?fFw;q0ps?03YYsSg1hlyW1C3Qqs6f>iiC&^yORd)m$MF<6ssW&
zvk78R#n$Wl#nRTZ>zG_kEa+UfjWQLpXImt0C~x{#Mk4uQlOXwOlOUx$I2zLZC7b5U
z12}J9&!LraJ`D|J4=R)@m8<jL-xy=DRlR_7<I~={6B5?g9Mmu{MJj?{%sWM(G*2g^
z?r;2f1+^~L9RBP+9v|)E7&8?ok;Xxb5%Z8VIgyVT*%E@!mtuOc#-G{F+i9Kf%(2_h
zg$NGl)eb&w2sRq&vm`jg_>+46;aCO5keSOK6LiSht>t@@Tb}j^kV%U;jq-mSCB)qI
z(2H?`d3SR{KYhYjVho(Q{dJ!UDgVt6KRH3N3RON061|xJJ(&la3^2jlQ(U_b4oJ@|
z3rTI;?a}i|EPy~drJ*?eiKa(VLY3F25ptBUfx7#2YX6f7Hh0NWUB*KW!q=rnyCcI~
zF^=NS*5Ww7_GOX!Do<pvsj2_33=>JzHw$*re5rV3)=J<^i<NxKI^T|G1)rrOUJJ=D
zg}V9UD_QKvU}O0KcXr%q36=WXfwGgX_Y~QVlZ)Po>`*j&KJxMh=q&1pjwA7EIJe5;
zk>3?}Olnj<C82)qA|K$9@uOSP6q-A3%NH)E+F@_b54fpr)BDq?L#`I377K;9@X|~D
z-H*82fkOV)fC1C%4GjwwLah4rE#n(+tJzKh)cAifc`!hiwtr>PwJ=nb7{U((!lUo%
zs$8Cy)m7vtexUH25b9q-cXJ@K2_iPVsDa_L{ov|_@-I>3D)>qf9Naz5M{>JeZyhZM
z$i3z3|C4MZK_8X<k<2pl(brXzB`+N=OdvFt-a2A>9VhvHQeKurva~)8Ufitl6zZ7z
zkr{^Rb@9v@ullbXO6>XGQ@I0;<t#eLqXU~x%e}N59*g98LbAD!L7hlrD{v2j*|!Gj
z*|JeU?1l<fH#lPCUko06@5M70qs3>#Mw0S{CiXUh!jpcS`dhb4_EVpW(#z5gP#Yz(
zm$rw1!l=vA0wcso6SdfBuqUr*H*5Erd6dkGlMt@dsWRoR2-PjrGMX7^RGOZkjcC+R
zGfFA7q*k3)14FsblqZ|I?^GF#F4y=-L!P$weQ_=9-1ljimu+r7S|!F5sn(m`mhoy|
zf4Q%xCq={>TTHlnx|x+=J?d2{q)0?eb$k>-k=C|6i;%Zlz38Yiw2A?0R2s^vygWDm
z3|_k16W$~t;50ojxgd)HR~Z>d6O($;R;SJ?LxKcu$<!4F7stsDNa8Qk(Hh6At(X}8
z8Mpeaw~H<}tyRRjJ4H8oBaSETzUp_Qfs&lZb7x9fhAR<TxV9I-(3iUg7^`|Dw{|ME
z2FLx0=}`{$i<rffrbFLUJgz@s)nDIAX~5b`iJLtbDj*^<VmcpfeLz|wLhy{$Fui}0
zw;N4veEYUi*E?M*%co$ZRl65aFmAINNpap1<etct?DVLOT{hn&np97^h)jLap2|xW
z44M1&IiA_f-%pIqXmyZ=ol?Bev}OB@Th*%651fNRk+}p+wnHW0_pn-Fw%+ZqGq0Z8
z%T8{TYS<5_megzZAwPLHm<PX-fR5nC%<bSvGN4bg^!8Dh6raIBQ@gbVu@|5InYopV
z8NqWmCG}~b@Io#eoaI*SCo=(--JzrROTPq98V=fgd=gx4u%8z-T=v8KopvnmR-aFn
z>oP;I*Y~9P9*Z@rjJEF&%<Pr;M_3=?3SI4<1w(K9z!?`8$LKnh7IdKx#+jq5SWJJ$
zK-0LccL#3DNC9sgu3<dqE1m`e<OR2my^c$1BA8HI<_scFit`>^vtA1hqpdYQB<#Xx
z>ycfOz`n%FmEhlqjhnnIMo}r`%Ju6xzA7q<H#m)p^%`9GFAa;PAKY%A==pWP=P<|d
z4}tBtuwV&8P_;WA*|VMseR%=|e8eo4+W&|_g%;lK$=m*o&f35Y#n5CJ_^YCUwz<06
zWjy0EfX*oE6SlD~XzCZ>{A?3xPT7a^2CLzOt5aaBKUclC)n~(3B2#qx**Dx!eoq-C
zoT(FG40Rn1;(~%umt-6?d<`O`AYOcSUEeufu#@*8n-|Y+svHUXTVjTrPj^{5-7BM^
zn=~6#E3I2bc6qLc*?q+3sgU78`<YLHA{iH6yuEvzo)S*VOwS)s=#`UzWu0YYZ~rx0
zlqUn4tv|!tJn!rPf1ljPOI})MnVVR?)7ncZyzQtP6hSN+K-M?{Ff{)uV`GF9I7_(^
zf5lmsmXxO=m8Y%i<lj=f57>(U9m*UckVV+*1({N19!z0Vl{?G-h=ms?m0Zw2&vGgH
zwZjC&2!DR6hPQ5OTLI9yJ<F)IU939TT`X6(C??xK$E0()wNJ1}fItOy3;Cf&Fo!e7
z#)CjNw_?A;mPXf~=yYIgTiX15ozYEc!7u$v-|MK<A6@6}jB0=$R<bg$<=xmcJC0jU
zXw)k}FUxmJ`MF;zh&hEL4ocjF_<sh?<(J#3{SFVg$pAY?!u?Va`-!9Lvqv_iV#&#J
zqwQgwnk3s<Tj!_cLRu@Ui=Fwv0{-zr#bUod3p#h7yWi#nGWHM2+h7KzPOG~CQ{Dbx
z8v8<EtI3L+OY2sGV$rk_@e!Pbo{ml=Uq(w`sx{jyHbW9=4Kz0wPpDegdj$2GYT9m|
zKDOFcP|%ec`oChIWziOw<(RH$%31EGp+rgUiye#Jkk+k@Nzj2Y+eD_p1wv^Hz81{q
zuwgxTdd!Z0S8<jN<_}icYyaRo_RZ0c#_0?@tj|hbbDUhaa@zE^=B%8R=BrG=AnZM@
zu0CD5!yJ~Jo89@DU*@&zyV_28!DSW}(us=)raHM^7uRy%jdhlS3Az;x(?<pI>a&2w
zgG*v_QnxH6A8?$LA2!dL?k2emk%IXoZ3|N{4>9sIaH3EGVMQH&cM;oiy#OJm0q*gw
zMn_Ez#{vG}t@!svMIyC4H<;mrxgu8=T=0?h2IJmMUr5#+OJZIfEtVOK4;Ys=w-$c-
z78LQ$8m7eC0Cr@*yKJOL4y&vug{M!1Mtj6)v5JJa08}c&q-#sQRCJ|Sh|uXsBTG)H
z5;Q$EUEHuO%B+wd<#SlpG29SzZB_8;(!aETZUYsDD=4T&Pn#aeCFF;XQ1Nx=AN)*F
zkf~juE{7}%@?V~|n`-80)IrT#4Y{Z&WB`_Jfh<p?7Rr5{kxi{EULf$Cf@x^)x@`gh
zd60~ob}E5TqC6;D=<FQ8n2~f&X${|{!mC>KOePWJz_aGwjguirSM>$BmxO~BYn&Xa
zk1-PH1iL>e_p>q<%*WKs&JBBXDe4csv?H0NupTU%sXyi#m)57%TzBH`7tNozJb7?e
zRn;I7Fzp3uu-Jl|W-y#OJ$9nZkw~_AEfrvAYQ382Sbe@<0(tB&AJsn3g2@xk-;Y8_
z&_gLs2+d$$X?a*>e%eeO#dmvrb~<bcGzegVpvvST_Ch{48*ttHss7OW(YT=UVuz+4
z{3%o6(e3kC*WLS=nQLLeqlZ}BRvR!R=kvV=v$YFWq3Ifr9p!HIXDU}$)35PHFubou
zf_BLLdum4A=C!5Q?mfoo?I#Ky*^B78c$@5f#A>oy9d*7JLa9GE-mU${b-H#5_Jf;!
z*_UKd?$17s_l*bCAE+BN1N@e3MyrBx*Xf&z>A{r-FfmnCM_Yc8uMvduf$Q&E2G2Jz
zG%+(Y3ANDO`0#1Yt;&x|twt~K;tJQSg%SV;ehYwexi1#CD}afGh3D(VLH=*CgET5N
zdUuwvN;-7bLfk07YE2{2{R9>lHN#8(BI2s>XQj7KAiNPsSsPih)T!1(H+pkAG<cUF
zHBx|ZL{-(F8O|c5dI>J`uyV|O`NcEu)qv;&0iCOa;M^3~Zt~Q+j0^pBr;mz$LfYEN
zep6F&HhqGM#VcdN;a6a+(}i>8pDGCsmb>$5GnEXS`nhY|M(Iuh*XCc-toG)sIXT4O
z;(*(ldc6foBhukFF_G`B6z96_duqO^I$6M&DK=Jbb&d49Jd&jW;8Cv>Dwx?{*Z)do
zxf&~uPGG&@M47i5O~*_80K?b<X2V|LLL8?wdu2ShN(c76Q;EtOyFnd|Vls5X5AT~Y
z`1L17iV^<PPk1D?-Y9RZxftCiaSB~N32)G}x-DZn8yIx<n5!1UTiX{P9^C_NjaT+k
z$;Maz?EFa1@CckSN+%Z4OBYQJ;L0tM>jDT`A1m&ECMq+zxT>ESkcl-(%tB58h=}<~
z$QjYVb=e6dmHaWl%;ov@l}SwA0|uA(rA~ZyY}#z`X=1`pDB3>#_H>*DD@h501XIOZ
z=v$8fPFJBOvlJ!1TDVft+SuL57bJ{yL+miW)w8%b`!RfRana)j{RL79c79G4Hi)Lx
zmo`xV-PziAl?c)xf~&Dkn$~mB<JAH46)0O>)DdvLC2JM{Cb4aY;?&q>xNMi6YnQIO
zhTU8?>a<CeTEoH2x#G@{+SbE!d1SBM<-WAwvDKz{=<`MDs4M8Qlg9w$-#3w6xSCKY
z#1D2iBo4$krc^iR#N@?|z<hz+7Yqk?hBfXp2h9ezFX<n^omw0iVS+%14!f>c5F2s*
z4~V!-21g6Q+)sC_=MHLH%{MDAPt$gRefpy;1qDVIp|hi@E<<hZ!Gp1-^@rywD#}-(
z{>=I<4~eTQ<N$rw>pT=9rpCD>`wn;BH5%2b^NK+;6SG-vG;k~8_87Ss@eLb{YYPd;
z-}*wC?*>wvb}cRqejJZ|g_zEp3x+f!%XQ_tM-4l%Im~M3M+YSh_xLDxAVmo<rRRGB
zDk!Xs)v#3{LF2l*#MMuE;tu6v(jL!<1{NP#?NB#7_xN(#jg%%Ns`MV#53=eLRAz(O
z+N)64)A<C@VWlj1fkhgxA$@~UVqj{T{9U_UUUAiG<xa6!ZI;7wYeeI|qg*8b0ek5L
z7c&_EK;nEHxYKAg0+))JlI6HTf!A%{v>58AUKC=}@95L5-)XS6JF2c&jXo=kn!5|R
zwSa=M!#0W`T)$?t;EWt7noCDl5YCqVtaN`a!O#e<>HRqscy)AZB-e@%B<3$iGS-T3
zwC3$>QrELIrEw3#dV%&}dkd)Z3QZP$rx6Sdn#TBon=*fH&$!^=O1b!KG*zR~TPVGh
zPmJ$PSKWr0u6AxDHyfta$J!ce*Mf6(NqIoVBm)@7K9wurDmo|pijby2>46w%6QVpO
zl}8PH7B}2Fn04gMFpGBBA0k!er@k*e;#R8%4b*h(eF^2dUKn+A=*1{J08UNIYgo5O
zMM`kM8rvUT)w)@1udcf4vp(;GM_G3>-Kl%CwY=HPjKG%5MrJCt0<#o=<v>4-hJAZK
zBjdv3R*0K;^F7i{O~*GGejMC`)|ckdFLdRb$-u6Xbx*0;ewg2c&d3;W1YSEN1YXeW
zJ)Tnh3Z*ONCoVLccSDJyu|+FW6HMTSgBRx5VJ1Ej`qQ5!W#T*M%hDI-D}PcAH*ot>
zTzu4Ni_2g%H6n;tPxJEtNOj()UCMR)cDzc}Mts`Z%YxVVwgXX~NOKxak*2@z&KYmG
zZ_mMwK&?@u_v9mvh*-_%bIE=<)-1v5uz~UPiNMPlIpLIdudfXz9lW^iF=C_+GiNgu
zM)t*#6So;7|Jl6Li7MIP2?lpmQLMQUBb(%O(sF8Og$$8w-Ez3@+ys$!1XlZmf(JvJ
z=4bY}w3+zP#2O`}{GFzmaGw@w;nJd%f?4+!dHKXp_Q1<>R!Oa)`9&=ks`;_HnocU`
zP3-nES=THS>$JhUF&|OK0FkM8K8+3J+RmCna6?Wa5V6QTI9E~qq&+YSgx-Wp)*J9V
z!S-n@m%~v!v_gzO!)+eNsyISL>#nb~sl-2*JU~55$dJdtq~AF~;XB398(+sE-K0Xg
zv5^r{bCEL}mAkgg_>JTJd5S#s$f<)y;Mke2oXmLkPA@4^F!}CV`{GF}(bQJ_r`Bue
z$frih1J5o+%Rv(?Bl*jc@>(X=?v~G32%#5Wj_AS2vI1}Yb>2FFg-jeq?W-pCDwTnQ
zib;^>$B8RoI;zwAxLV+iJAxdWA)hIn){4SQmy(a++3RSWWwLD<PH2-4U$s&M@0BC(
z{(B3@-3~LyKn)rea-kc!lwv)}&#Pr79NK+88>{HE+q8iI&sn>&w6Gt!`+;h#mi)F~
zc;JSZR0b${K_W7sqVRyf+%sadE6oL#cOtus4&w^1AW4oi7T_tu2ZzdqNtQpxLZ>8G
zJ>rtFkk^tbVIin%8!Xeb!O?U=&RE*A0YG*jhX_NC9me?$H$10DY$e(LuL8putZR{J
zvB!dTw`P1}$MOx{ro`vje`a9qbpF)|c|qg|Vo>4{$3mcyf4-FAhgfAG5u8sPG)5=7
z`I!RVM~)uN=6+xEo??_F0zLhu=wN60ZA<#*fPLETWt-9TqxbJ|$^>j$oZRjt!^Pom
zC`FZ!p|aWHSLqUgZPQ=0$yMRojjQ%n&G%w+<V<)eZgNJHiEUX65AG|JisB!t4eSC5
z5S08?)_*xC>xm$oB#kLz$Q>M`D0R&HQb<9766}9fH42PQqsAJcH&%(wz?y`VE~D_(
z9h_LQWL$<_$i(5Hfmu6tTGiJHI309xv#??(HOZ?4>W!7z7L6}LIiCBMp(!7MU5D`t
zVA?k>mr^O(9JtrRr)lL)A}i(gb0oM$j%L>e3GteL?kc9}Mhen4e9x)RHBlff3D->f
zgPmVro-Mnr^R$@yrQg<XH2=p{#vxF=NZMO~T=CJ2X!^)uY^-Om#1P*Vw*61Lp#r&?
zwBNxcj=1|V&**2}SxdcS2+gT6tvZKjn9*w4r9_I;B0B$W+9m_s1Nfmr$TsR=1DsPT
z`;4Vf8+s3>BdjmF_i;ympW8bXceCwz8GXEh387#RstT#}yf7He$P2V*%cC+(sFe>9
zdn=Ca4Z%j(TE+fXMuk53>hnL!#gN+m@dgsHt{YBm!|{sqFDx648;+$l(H)$dTGgnq
zTU8_76=XOG5b)NHAHUGWP}NmHrDwuM_zHE4pdiD;x<&OtY@?#Uido}Z3m(9?GF1Ob
zBFUhWleUJt)xjeAyo<)i<(ZHp6a@H=usOG#xz(8U-J^pHoi1(ToAf~b#&Gi~hqBgP
zgX%ohjQ@`7hd*ptU|OwIgM59NPw}0*{<t;bJCvku;AmEZdhXV+XZ2-$=Os!hP2z#l
zcpAEpEHuH?gSwV%T3)BkL8VC9<RlTRH=gzxV&)rG((PmfleXj<bwB4m{D*~mi|kms
zyENBcpEpYPvp5#1JF4#Qy}quf=nMj-p4kP_BVg2c$ghc+B3Whec!PJKv?2_6FziPz
zp2lv2py;0hagY#pEz5W1p+IFPF}?F##dV+e<qZRLWwXU#dFRAsY{}$}d&GF}j7rKC
zr5g>B*H^IEkP}e@58$1#v~yHaF#mQ;9$ImbOW0(Hx9%EXDHo-$ri?`PJc?b#W&4(+
zDpq6Q8Lst7d4QBWf2dwE(L=YQCfT7+9MK^$1>cSddj3RY5L1()4U%3Ax;MA$jDldI
z=xu9C={i1(gs`!6!I~rYcw*}=B(KUJs2t;KXLu#dgx{E=0n8GV>v#Vh^K>}~NxHW7
zbKS36y98Qc=PMTeqohR^hSJPF$8_>ye%vA0Dc<x5O<ojh0+a8$YJ_6u2M_sPJI<>e
z;&M;&4{SbVsC4N@=un34Rf&lqZA~!}h=c;<zzZxv2Jg!$e>Pb%3$L=Fuk9Tgio{)g
zHf!#;$OvY?vG_WjV;9CgNQ&acVS+^&cGLIjfpwT4E-2FT2Y<<pMSK^CQnN6W1;!Th
z3FTY=W$INl5ID;-`jD%pk3;2CvhxeJ+6XW6Fea^XnoZbmQT0=Sba)rWfRe5-nyg}W
z+6ncij=D<m2lXLT1GvHyeA7l1a2)6e`uvmpq!<_e53e{^B3f#PGbtw?56rvu&x{zY
zGM&OM09gkp`)bsF3E(LkF3MMNpFX@+!Yv@T5fd+yn2m>t{3e_25iTG-6L}_{%2dTi
zA3I-7l#D33XxhGwQs+98^{an205{B4>2V_}IpsR}hgnk+1G;HVw<GP=`F+>6c4syX
z1W{X)vMkL?-w>+KEUN7+`ruy%lGDrE{(GN3N?Zf0c4V0>aXbVAcv@3>2D#1lQz_CB
ztrVEv(rURqm>ntiZu1Rm#5B!{U#p*sg?Z;C#@qA}QYcw$3z8c;USgnx{}{)`YoQdc
z5iL1vr1=#vd84E?$Zya~oDlo}ll8rgy*S^^{-d&dbqyix&N0|!q{cXKrVx0W97oZp
z5*@z(@je~{dT07?dV)^XLEM(Oyb8WfWHs`$UAL2WqB@^Obb7XJmPr1ur-u6CZN59r
zGU^PSjIa9Q1y1=<!S&A*<mpI1WGe~D7`nq!;L!;huJn<;l{`22E{`owx`_`u^wLmb
z4S8d|+4wX<%UPJ95ej~qpjK;He7uhGKoMUUix!8A2IBv@!$0e(G@u!#_a^;xl;Wa@
z;(|d-TT0Jk3fI<NvoE!d8g~;ZSD@AVk$%;aJ)L#R=C5ht*wnVNVhdSwAyTci{U%nN
zKEd>PO(~Y@iaQ2ge&;0^hFm3$a)2FV5y@2$oG;#3)&K0BYZkVVVC28-bJv0W8ws2M
z*QNHeGG{$Te@Bgr41T2>W-2tgOi{6URB^DAUZ1J3keyn!6Vc0y(&-N97@lVrSHLa+
zaQghbWRlO+^vve~LPbfWmu`O0cL7SvMsK0I-1=i5V08{bLx{*h6%109D-9b-GX^ZM
zx=g1-qOSttqO07k^e%9sk+*^}FBaD|Rd_>l#iWwYSU*hhV7T$|9%WCKetr;iK~{r8
zHAWyShP2-U7@tAOGp?QTY)V}yef?G>z*s;zZnNNw_n8=S+@{CQo9_eVCYk;<q0pCP
z9O)<}m~^6&B5@{vcq@I?1G=^gAgRQ@TDs`CkvvpI523%2c^G_l-AVih6<@BJe0kQ_
z%6jfi-+`Y-<>msO{Sb0Oz0N{pT5fMW608{ywZM-)i|+{^Cgw=p@fQj(U?;a{lo~Rk
zqur@Dg78Y6R1{S{c;H0Na6j^8H<^QO;F(u7vN8`Po)<q;Y(HUWyW6eZ`Q{<Sb1f_Y
zGrM@}hCY3=`fZ}Ut{3K=?KG){h&esJM@={D<)V~#gL-;A5FZhVMVEH@VVe*~ZYhr3
zp*c3ISRh-dGQI-kic#4OJ&{ymVVrv8k3#}&qr`cG8>-@q{jcUvC-J5p>Ud<iAVMJ<
z&+rZT1KRG0_OhWJMn7f3sack%2`V~Bn_F5~aTkSmmVU61=tg<DVT(~4lR5HOU!{J$
z_g3^UOl?S``n>j8|N3`c;(DxiWza0+ikahMU9{}Nr(v0_Js)1;?R+T!IL|u5m%N7A
zUB@08=evJrN3Z^s<-BeO4#j_-B#d2buvk29NL5UHgLEK;cUTDeTMLvnySjlM!x;EV
z^n4@%3@vD-Q7Kc;UNXO%^iFJD-baZ}ztJgH5D($VH=jg1iuFl%%pM++EqvONV#M)}
zkKm~iCU)Wr&NCo1{eo*rXRZ6OJsLRF;JTNlOmR{+S=n{Ym>h!|wD=|6E|ztxVvP;j
z>1=qfR~VK}C7TGUT^|lril1hVhrY?kg`&C0fr8#3Z|A;0l_aC0^l@TrAF;sZr(BIv
zQGL^}*dNp}{JS&6O@+W8gmQJ_AqEh!tP9@@jFArzs2mlokbUkuXhN~mk3_~t+}J{q
zcnhknvE>f9mS#kFKW3Fn7#Lw5MuR=-t`?l0UOg(RH^>~u_n)eb_>YrC`Bn~nl8F1(
zQZdpFrM|uV**|1m-vV|JTY%1eCMzwg<DjxK{I~zLCN7Jvmq_?xP%#(xbHvEIB$wl+
zj^PhnjkN=`u9rg56G|pj8oM(G&-qY_S?cmXeRV#V5Gs7eiuiK#gVUC-h+Z&7T~D#v
z=NH0@cdM7!1^uNa9}J@n#Ud}&WXOt{2qmObJCA=i#E-ZxK+Jb0AeX2_DpMGd1GZd#
zTxTaLQw62^kioWSKw~aFKA~2RLf1zP?=(>!lASKSRE4H2z+YotJXHiIUV(^!TA18^
zOY599*k)3wY#s35lM-EbAcFn|E{G7}LI1nU<(FBA6}aC)>-lz&-CaKG>;Lq!A2TH{
z-~AJA{~G7NE8IU)e>BIGPeZt#%dzKH@DM=f4nT@w!e_r2BnRZ>T1NId^GYKxTe=Gj
zpgcKmbULrH>luNZ&$FO$V6~{*^Ki$oJTT1|LV3Js@EZ(7_fAsy1pf2^!2P$ZZ^6RY
zq^qI3nKk<Y=3NX~zUlV@PjpnlQALpsbTVlJoI-kfNe_H&Ha<*y#$SN7xD+GxSXk^a
z4{Ea<9oa8|7;c^#IPm21o50-$uUN|-hw@+^!O(PcG!>M@f>wrAOoRQe0};s!YRJw$
zUokOt75#UC5Y+_^q+NA;x+p&VIU5S_>+cY!*8t+?$O%eWx#Z|qW3-vQv}_Fjk(_H`
zzjlITG5hcT#Ww#M4LIZY?%%|oE_B!}65=OAW>sktdEXfO-mM9mXuy<urrepn8j&J<
zK}EK%-aOOxJzmp}MD)3T;3ujj)k(96fv}h3S^0qyGv`ust3%8XDeSEDREe`;2P^sF
zdnf7{@?vQkE7`)I(~`*9t*B1?vLDc8?@|=1_sP=olseIED#o>uiIpgbd71%osBsHr
zSb;1u90ZVtdU?~|e6eY>$^!fYX2S0^W%ou^ud@tk1svh}L^uf~k^&e4Efuh|@9oOi
z5lUIuzY1u|yHJU2>QDN4kf|ZMPEkUz(b61}cr-&AA$wR(XlWU$OJNgixMrps%O{tk
z`Q@o%7<;AYV<UieG%XOI7mY5u1ZYWs@RFB*r=vI8sB!)^%o}<-&jw=)cDDa+9M8Rf
z$2tC`Jq1(`9qVga$lPuG?Eu6Ylm{s;_vU?dH;>}7KWcgjDgTw*P1la{P#A^gf$g0r
zS;Eev+xNU-6fL7+f*y`oXic9myN^ykm%~sh?>6dnuSB;4Vb52sFj>|6)5lrWnqdUX
zwadOlvxbbPyvU4lIUrP5HOG1mA$JkG<*~g+FKF|MhdV-N7;r>w7~~gsjx9=gp?Q;y
z&ODF)@yh6ld$`@Gl_8cVU$m?)<g=QuOv_x`qT|wjjsTPb1jepVWLHGH1xD37!7h67
z?hYwj;st85%td<jk2+)@n%-?YEyx0s>oe;8J>ProB?wUIzuyv2F5j-1-24YhRGi{0
zkFRGX{#U1D{r~Z@*4N%i7(lEOpjGT1ByJ&xp_9#3w?@V*J=UUnf(;%jl2$%5icYO6
z>VJ|ZcTq{9S>mwVgNXhu92k>A{f9uK?w9-lll}mtPe>v4)Q`!cTHaVg=Hh7OM4RxU
zd2aU@EiGpW-OiZ595gldo4Pgu!hgBFqJDmS3Z~LBo%J>v&q;7<@2iT-*f`GU8gJ6D
zPbbPLNsFTzW+zj0)<mMJ_(pe;=7aIj3wN(ZzEA!MdW!O1!n>^Sb4*%(0qUNW;*wer
zOE8&<5tol<O^QN|6SZ_^_te<u0!-ox-i-?6&WDswbcdfluUvfF$VB|+qcY2)jTg%k
zz;;zub<1BM!trly3o3(I!};e9$ZHxW*I)q~=6?fH-;0xnEQR3CXPmgelOZjt5T1uA
ze?zjy(_I}bVu3kSsFO!Cw$NLd^(Yia)c(k9+&oRu*=AHsWa5wWky##64aG3<GSria
zzR1){LU6tqzKXw?guw$r-vw5eO60>n)7XXB2ToB<^|Jj7@uQ?`=%|RxfRS2Q!#}k0
z=<`gpk$)yhf`t>uZ?oiY941Wl`f|&-tOxjc6BFVRB$2KobiO+mehds@*#9Ft0m&<F
zaeFUT5A$1CA;Tz@Wh)5%%iLU0-;~_u)%J=RoL;f{>c<~ba*d`bSjb92?1a!eK$wj#
zJ|rb(Q*YK8|CY3ryIqEb9l4rZsCt)wY;@*n>CAAfSr+(q<>{>%zw03G!2kOnv`U-~
z{|nn*ITx9%H3Q2vql;Sc8>||ogURS5PF%Tjdu#5DT$-QItG3ii{K1rhZ?C!_3Z&_>
zuE(brKkzrOyja?^eqKel&y!rOF~79GcL78-Mu!1>LdH{(352C8R|cYp4_}~ms(<aN
z*b-lcPa+W|7Rd?kp%KrnI%w_!maU5SxN7?~CT<O}eMcyz=b{bMB#z7YOK_TUJ}SDV
zT;>I0bWL}R>1!@YEyGY@w=SkH^lnZw{e(Ed)=M6YB8oMQK8=y@gUk^lr4hl@$P(Gq
z60c-x?A{Q|mINX2jmGD+*Yb00Z`2q`wN<pcbb+;G%maRijBKA)dG!H2;@5xMrGFYI
z84~&qJlua1)j!tSh&?^xCP)4E+3z(0fR7ZdP?eEfz9&FZCHa>%JFD#P&stdOK%qf<
zA4HYJ{Au)ZSaQBqgL)(nO7L9zTUxlma;%Y$-xTBlJab{Y<fogA0s)w6lim$4U-s`0
zM3=H;aM5Ff012Dyv{IR~Ggi*LZ_*Zaz#Z{{fP91Bzv1lbT(u43R_AjV1>ji5-^1Hv
zfjmSecTE+Utl2*fi-+|E48o2P`$}vc<OHliVcnafO|o8ko1xVe*k;u^%jFr1sv5Ic
z=oQcFB;Px+7NOj$dvtEDJZQK+`p+ip07rH+q%&a%z#@K9Np31KWR6S-w?Y5LyO`b=
z^I@>SL7rLTCAgja1~?Z<11MB9WBEN0nq18GcpCb6n5#kYXYS#oG|_TF;iF#Vx@_pv
z&^>7j4tP5GUy>TDnk=#Zk<@@zHE>xdF{qU8cMtH<!vkAvGtSVL^uUWDFMiX<fZMaq
zAgMFAS#A!Kg(R?^<YSBNxjW1;ick9>4fE4;LF4X-+GC~0<C9|RqYSC;#ob;7rRnhY
zIar};b?y(Nd~tcSNPCs9Vg1N`7F6$)WG@WRxZR-H9o49~QSX#%cesf0>jTRQ>K_GD
zfgry(jcP<pbm7dZ<3l9ie3Fu@^~Gx(&mXLKaqaR;9=Y2vO92nmDN9EPT37puKfg}=
zcSh8f3Kfs+o)5U$<^x~aH-s|O&q-HAX@=vu-Gs%(r=!Sy3uN%<JH|7iA7a`tlX=S#
z2)&|c+)qqy+`NzeUoFcy`l04jUov=%P6&9FB35h1Kh1O`n!3vIKVPWi-kj{(dp0nd
zHXnUQVZF=pzq(=sN#Y@ONE6vn*GRm1W>$7F&<-pBK5mY^u0#)i|Kt?d*C9Yz47Ipu
z#oe+oLlzJk-?X}w*&AJR<8Xn|dO4Bw^_2UrKeT|mx~7Ikx$1|AGjfjuXW%8zY}T~y
z-d7kAT3s!$uCSyjw{y`^3%&n-n1atqHCHA|)Tn3HL$c^wEY@$@aVQ3#&QZsobE9pu
zOmSRnJNeJ%J#OMC&GPyCQjA6xJ`AfAUF9Rle{X4}EZGN{#X@o%v4)sno;))I<-Z|0
z3eXetmP*Ti3$8RcJI<7lI-!U!s}wg50Hw-lM6hNY#%M``AU>yjWtg^cMCMXHnzb#`
z+&A2q@dMb$Qoh&6Qg6c0Y-LMf>Y}CbJ%MfB>P%eO5`GX%sS5Su-$CrXiKrJ36v%RW
z>G{;07xD0Xw(zj(pzrYF+Dv`7L!Nk5MZ1N1`;AxL^5H1dAM6c1i1YQeacazN?G^t@
zRr<?{Yea^IgX7-v<>G)zEjKGz+_HK@g2(vj<$l5V;^jG%R6r+I?cVLEgPU5psiJ^_
z-gz!<lO&Y=uIqyg*Ws$0+fiodFmgCOm({oD>dof8)8C#sT+9z6jT&*>Zu<lBxQ;g^
zc<g$!;K9;q8Q%>kOYfCi&2lE^o8H4%anPSnV*RLCq;%6!HBYZMgcg1=!uk95G+C|&
ztjLvgvo-!g3OEM^LE-rq7uRE#Hgj%P*Ah4!Ruj0M$bNv?%j4=>eR<a5A`r*oHX7yh
z+0fW!1fqn4CzMY8*|TQCs`ZvnlcP;{m-J@%c89m3)Le+MpV{Bk(?aA;U`Kg*T5hfR
zgKyb4H=1I>px1c(a;(v0pY4Z$J#ms$Ng9e*IoS5T8MCSRFdK9CaeF3LJ-&SHkmlui
z2DfEAH&mU5Qb*fraQTLV6rk_CLuTv)BtQwlXS^Mv4@si^EoUR21J=%g^<-9H!5P=(
zDJ8vr^9@+GATL`S+v!yx4KD2Z&Z~>ZFEukY&DS`#*Ymx}j-cO-q4*SlQBLNArqV~-
zX$qp9gA4)6=j&SVVVrNlF|XR6!S$YSgHNKN0Tg=3dH7ME;3@Wi8jG&(WTASv_3o)T
z`KD9Nj<eQKb`g9aB=}9ajGY6~2mCs(BfFQ~kD;7;t^dkfj@UN}cT>%mQ>j6VwZFl$
z)me3?*6Kfg2hGwMx&CYcR9-{XMe&q22u%<@0181e<=qV^N8M^5)8;D4y>#jobAFW3
zDy@)};3gzsENcs`Oz8t+NDo881d6qQ^Ed?BwA_~@j7dhc#H#l)Q}#Tp?~dp0TnQM-
zbDT-s+nV}&Y@<=l7|y>HQ@f-7977Cn>-Hi(|5?rAcv`ZqJ0vmEG1u1sfeC}vI+blu
zIaibZtrt0ct*vK09s0M_<MyUP$gg+Z!IPg53#ACXfdgNK#-R-ja$(d0Qj7`$AhT`t
zYW3HblPN(Cl3~WR{Djw!<=VcXc<fEu2hobFEr%5^iLcTYRp+B=MGYAhmF09m(|V8Z
zCJR1Y){C2(<4<v>(j<`WvTmE3n&ko%rp8U*W~n&qew)R^$%ls!fp4*a$90?JD6E^4
z1XmG#b#vTxFH5e2wHi*FM{p0pmun@};44ow^|w_g&o|;Px4V_S1g$T}jkpntl3M?E
zF`Q<NFQStp7Mnj`){$c66cvY4TW>X994m;v#}0BoT^a+<yJ?c7Oq@u`0S}=B^)I*K
zfb%`HQnTW7@P#~w?f@H?hikUuI181*$bLxhC$>$ptHBe}(Yf-*9*gt7O#0K(w@X9&
z5VkAzFK&;$;{eN1PFZ%D6&E`PQPD*3y#nLAWAl$r$KUz+cW9Jqsu60JpX>ab&o7DS
zZi}UjdP3&q`4bW_Hd9|qN!Yn=BMmY}%Mn=W0{#iDeSUxZ{BS}J7>p?%*ggkTl-CRJ
zbBrz;=8g<i`yMVS@-vxEtxDORc6_V^S4CyDWX^5yt&$mD>R64MKf~wS#_T8k>3sM8
zeGN8_&0_yltB6R6X03_x7jV2osSJ)4DmMFl6Q1~vayTtDTV8K)79dfeR%IXUcX?b4
zlx3?ssv+gy%0eS$Vwh5<FH)~Oo05FKjGA<txT`#E_NL^|Dj%=F{6|Kkb-LC9s8~DN
zRvDyqdj_E77Z)E-7fSH^d^%b!XJB!fX-t-Tm|5xuRP^q(-{#g^VKzSwsIJ~{Uy&c>
z*Ld@Oz<s;pqo0~M-LI}U;w;I3y)=1_sD(vL=raI0b*>GsO(7dbQXbQ++Z0?DnN}&D
zs9Zh3Y~292rxwZ2y{}E|)Tupc+?)}?3bmK+4bQdu+jplcry!Vp9=$M0mZ0dEM{K<O
zXFJh=59R5fHFLa+3S{DH4BaYd3uurWowT!)C!P*S2sn87mElS*962FeJiT%{I>UBW
zjMpZE_`ckVhK(;uhi$$p<FSo{7Snn~jA}yn;&ig>9O#~eYT1d`UxWGCVqx4JfZAow
zOTOj-53%VJ35k5&gxleWDNYTNQjp-#ya7vp?3OP&NOQiBr3*AZw0#&2?Bj(wA_lZz
z$}8Rpx>~P-@1E`7;~u9n7^W^1fhMH*b6S@!&kH|tj3#n8a8DiED*Yj_*=hmbnW*kv
zlt4wfn=9WmtAEN*G;`Rf>)!-9VUN$U`z&>aHgV`516FUqRh(PlpRuc464Q2CLBUYd
z-Jt7bWb3Zw{VeFHmiv4{w6d_UQseo&Uj>z>NmE2y`w6Uoal5`)1S?Y*Ho-^j>blJ>
zpfey0lOBFkp<77c=IrC=tVc;OZnl1*Przx;bFw`+t9~8Xy8e22yS1%Pv3^N+^TI?w
zm8k0XU$vRrqQ8C>A>vHkCW}fuj7vUWpJvj>G`Bv3|DD<P&{P^7EP}Xy;7)Nku4m@o
zYPyiXX0u+40R#tM#kxMou0E|GhH~8x9L}GlT-0a2>QYA7uN=Vgg-MMRyG{*!6O-ZB
zmsgjj{B3+#Tulwyv|p+V$MYDK$SW;;9>3wfC^pl0Ih^{H%6TwA<94R)bX2VZmM6ce
z9^=^_z&c6n-m|`NcDJ*S1eF*!DK0y1)9mh8dK>P~OSn|i>)UCrt?y|7RA!c!jZ(9T
z@VAgy8o>aNuEbw=BGuBLXT@^pd&EnsT1CBV8o?VdSGOL0cSo%kCPod4nR>okgnTXX
zxmAgrGbIAQge$Lqh9T|*o*}aFHL0Hv&+AluGwlo=8{C{WsK)nlO}>LD#&^yF{k{T=
z3c@#Z3vHku8(0}Mp1ki76M2Zk^_?4+=}Uhm|38eqbySvJ*Y+#j-Ccrow@8;DNOyOK
zG)OlWAxKDfcXxMpNQZ<V-MvrL`+cAL`My2&9>c%5xW>@ab*?qnJdXK0*17BPgt)^<
zr8y&LmI(<z&UzFcmls>BTkcGVFc#qzDEKX8NjmD`6Ro#8Hn~(;*&>_WT5f#txCov1
zeiC@Lu$dDQ0GycZPnXjlx%I2-s+nmAEXx^gzK`1;d?}`;BB~wt_ByEPTXiBw9}Mnx
z?GBR3_uQ0VV6aww+8oxTuWrRX8i!)%U}(JX;9}6OgMMb;{vpB$tRER9EgbSR(Lc8#
z1!Vnim|vq7O&=Q2Tm()Qfx@B9Xs{?g{>m4E0EJucSE4B~m!2SrWwhrt(P=_*n`b}K
zNB;9)BQ9&&lP!g{z=TYt#}QzWzJA_A^Uwq>yY0@z$Jc4Q5V`J=87gvGUF>yww_h$r
z@tyYhqsV&OZiFcpbFy>Jc^VyW0JFKDI-Z(c6uz(tkHN}tQ!Kkf1Lg|0E^v1f@tZJ#
z+&$jrB)DXoKC=8H4;F4MgA~bk=^|hWdr~tY`=7;cgz#o_$4)T<-=p`HsU;O<DP5a6
z2}CH~Y|}go)`$oA?#-D&*`3uW$X<KAip<OU1txzDj8HkF;>z^0WqMh!Q}6{Hbh`1P
zjprVVdA!HU{a$TGsy!N_^+v2F!6YU)o#OCL>)=iLfzUTmSK>^(eO6H?I`<zzJN~G5
z{r)f&XDk=hc9ar#Xxo81t{pJ?&<ZnhE@@N;<D|2UuIxqnKQ)_X3fM*|q>z5GZ?!;z
z)}0UEC2vyY<sQ>8cBHr+xIF2gp|J%u2G@1#<Bh<wDZ4Ths6#$M3mYn5hExsMXd6zk
z`b*_naUIC*@@CFc19MM9f7Qv@I15LKKSM`Yf7`h^YKN3dQq=1rK|)MI5@9>04NoX%
zFoDK_if}U1dzK?XnQhP$ph{dxwjd6NTAX|`z$-!7#06eG2D|@3E<fXS72qO}h*8hK
zCz7^G!&#d)opUae*_I}N-JP?RgB!G<pwvLZpS(o<R^O`>A*{E$fS8#41C+qz#|-O~
z<2A>{C1kAx;cU;tQE{mwN0R<6%^^(;9R8>qPcaY-IdBZjf6DkZr?NKnPX&qKCZQR6
zx2#y>CfVf3m6F#m9=;PL7JB*cD8KG(I<tP+1xY+zzuvv9T82lb=<WUpL3(G8iJQ${
z2kG0-$PrBGTu6so1y%6%PnT%u<ZTyG6wwbDgcltf|Iflk2in_@|C04_UWB`V0yMFF
zLM3bS6e=#W_0X!Rl8w)1(N^0X+fy@iQdm+y<qV97nK&Vovw5Xx@$GrGj{M37>HV+;
z%sy)P^=iOzP{WZdj5J+#n1v@Ig5&h_x59IY)QAjc{!F5IV<|SQ$R?7bnbtu)n>B&>
zz=%keOM5Wj69-AV$&UC7wJ)j&yPT;dgEgp%{j5`c#+Y)yo4Qs#G|$eR-5I_}BLR;l
zEWPstOR$?qP+E2>1Vy>tA9~6lvqbB=Tz_Pe1>47FQ?An0HdplQxB^?=UvBZ0nQ!r0
zQiT|z7ESU!7^nlBkZ2HZ|BALnlf*tR$_PNn`BQam;Oqb6>G*AK_|sn#23=+%NGrL_
zTv9hG9f+rbb=T95zA55j(Qx0ac>{$bG45y&Ia!h`^1&CcPfph0(L;FfQ0^*k#&Pd^
zhz1QxZhjFS>5<saLhwUMPtQ*qGg+u*i-?Un^94_lvR+c11<N+Qd8#wS`8;0=YU^>6
znKk%gp)AT5G4+*X?5RxbG>jJm8kj5M*twKT3>^lb^yc8(BBOEp3A)EOUyXszkZU8}
zPmAK@6h+fP7xkvi0DWp?X+C>O9}1}z9l6vHc#CbaaGfM-PZT65Cw?&9@2sTZ^IIDd
zp_%6&b7T|X0kFeKhmqQeQWDF^v@8AF6^UAtg+JX{oH1CBS1*ksfZFrtp;4~81gxO^
z)z{?oE?2F40`-|sxj-7~NX$DlzjECoiiAxI4oVeMh$S;vPioqr!+daG!+kg}QY$wx
zjDj+0CLhR%MKD+KQHIABN)$H;Gv@nZzAzFTh7wgWR%<Lz<d4{_BPJLmdds6eHxqXT
zRg2Qgn7ITv=|{?*Y|bgzdsQ+7JBbm%s|(j{jHAs9EWucfz^#wAlV>$#F~SR4cy1KA
z%Q~4E_1(AVx0I&!h#F3UTu_wX!}^0A6NiR5r3hP^<ONi=HOKd&>k~>h6AK8HvhXd&
zKvU=Rf1G18bj;2|YLXZvIK4aDsOlBm!$)j5q!t9|O1~!lIzZeb{_Ozyt>6CBV5HtG
zuBbd>ZYfX`IVa1_9}*tWnn0jDW@22v2#S!$`;?{pKJoGxcd7NR5hPk1Va*P7z<h;h
z5-!PV@}|KM`1)cCzrk#ZptOt%a=`nsbK6Qy?;zXLWO)%#w$0JG6BCy3&ZDw%hSWwY
zWb_mi>;_acagqpJx|rfBmvsJQf(=q@qiD0#i%z3eW@rJLM-t`;WFqMM@=4_Gbz7>o
zuS~H^k6)QW*9Vfhj^*O!@(z`;v2uQnzyV+(DXxVCsdTSOLL{46^ysl2UEi?7Sj^d~
zcrzi)n$`7v5=w+g9^HR3kGkv>H*oY=&mPki(BdPi!@t~=<!ESzc@eW;ykRfe|NrTe
z0Td9x8|V19T^(RxUn)wLQV1d1%=a18YF}FUy}5m?!aTJsdo|>sp~c!ZPJcbA*@^Np
zB2cp$aB=@!XmfCit{n~^)i_}a#O+FKp<!1B)9W>`qUJCOA4<~MKc*$Eh=P|3_bPFL
zpY)OEv~U+QNYS}?81V=a#U7QE*TlWyVS~8&=ohJ^`7MhSDc8T~tNnnvy$QU!-fnXR
z=La|~1}UYIxf00h&61AoTbgx*u-!%M{qKYU8EqnT@*uZ7iy-Xs&5zbAx%*FBh=L5@
zi^2@_HDBcC)u4ZAp0*UUaudZt&5Ut-O|){_CV{$EY6<6H&+X$9W*Jb(w^V-CTDDp$
ztE3O5OhtEz6>Zsq+BU(5VSCQA?j}5Y|G^`@H27ngwwWoGH+~x_|Hnb11S~uKn48LJ
zGpY9ktnQhs!ee%8@?*T@n_T{CeV8*dLB+~J%MffzL#6khbM4LzJq~v7mQ0_;a}g6;
zEH_N9VkwlNLpy~_MlY1QNxRi2jAuBpZEE|S_K$HPm3^@-;gv*SzghJTF^z71%LToz
zjD8b@$nV~sh^;R5mVz8lmmto#NTySsSoobkMEV?2#@ED1s0djTIZ<T;dt(Q6!8p_g
z+|A~!sMM)0Q5H;JhteA60&`)8a0RQ46G=g7EG(J}p;4S6>yEdm{;t_4{XZk}PvfEq
z?nF03KDB-QVAzyrU(i7ghV>B-^`=n^(WNnCbpf4$EjAvBmQ2w)rNKFT8zDITbi_j5
z4QHP`n#ZQI`{O#j9-kiIkuZjs|L?u(w=3swxBGuLc+|WpT^el+vqA6+2sS8J>u432
zS*sZ@zA0{ia^ZD5-83Y>h<q3-(5}(owvgvtgqU3>pqu+a*OI#)3AtvofNBQm96vmJ
zxR;lTwkYP|%9+joh$PNWJB&t3CRkR<yhnb2{1);ujJDT0I_?w+&a4k2q5$SoRYaZ%
zuGL|Tb4W-soAH-D>pUGYb@r@YO~Bwb^Rp1zSyv~nuqtR^T&K2;x67jYD-+3v`4l>T
z?(Kz8GYBk~Ew2hwgi!+fBY!p}3pHOHBs*$IwZ&w?n^e<RD3Zyq7sMDjK^gRT2TCz|
zgoxN!bq?V|lu`l5$U!YcCs}of)JC=Ax*6Rk(A1;WY)4o^am0PMko@l_lJxtl^Vo+f
zrvbg>3$cH>_)8xS?#86%{@;sln>7BXpK`+)RZRd)_pF8|)v~O%1=#ep_T;5#&LZ=#
zXl#ar6K8ztRM!1+oVPA#y8<n04Q_Ld7)n8%mm0$vW-!Txydl;q>B;~ID<IRkL--97
zFp)H|kGPWDA%Z}Z8P?V(tfUVqMGwJBjY+j9bqU`H!*Aq1lR2464D3^g3R9vOj&h%o
z3O2!77Em<<QE`}=n)=CE-04Y#I)qQmK_Z6X#(eLjY8etkzHMxNZoukTfnZ&yp3PoM
z1e4UCOi<j#7xM$0vLEIrmWRzNgYNKMi?-244E<P0has7S4nz%IGkoZV_PI-hRvUOA
zE3xfveThFwRbq9t3J1g1hG3jB<}3a!9RR=1ze|VAUXA}M9ftHH?1JAQwn*~eZp&$!
zrG=74yc9}O!sYc>(v~uJxMJc&8LY2eRx=g$C8Fq;t?sw1X+@Uc83LNGVrWdTY>N@&
z<%);&$L3{)>wM~wW7DS3FD=;jtyr+>X4Gr^SU%LSbFl>4Rcc~WTSt>!uPpEj8ZUgC
zW>}j@<Kl8k=c?cDwq-f55s4n)lYyfaZZ_)FCHjoJw>n^QxvglJ#}14^r?(c9QnF&E
z)n*d+;Z2a4b_k8Ww`z*q{(OQAnVDg`e@b7a0GgOtE;Pn{Ta$o&EVx}1C?)(sp3w_6
zi0iC&j|FzLmAiKwJVp;Qsmtr@#2zYQkQO#%X7Aw0g%G0Nk9xmq6Hazyfq_z0Jifik
zjG+*VNaTdfa*l2($B0dxisJC$s+WZq0t>vnkpC(){x2^tpnk$)oW{kaqoC<>l<HBb
zLp`O`0;dC7fF|NTfwGj7m)pip^Wl9VVl#4yDh<xZ#dbRf@!>YwZr@`|BJ;DWhb|f0
z*CU~m#1ojTP-e^_H0p}#@FqD@e0il3ViWfAG^yk@k&u_Elv#zLVo|0#j<}8W9CM%6
zI7<7z>$V7i8nD~Sw~iP!^${~`i)*1jZMkc|FYBG4>&w8O&8jPdoey=*`!Ivzgc4kP
z*Kh1pYM<wRJ&7Z|*2ZhR`xK;LLyd{2P(Ci~X=1!VH6(?`p=a;~BtgvG)|AuGrrGps
zf^11Ru$x*LhX#LK<H{n^in*X>fFrI8BTQ0!E!xp)7q-lDkE9&3dGXN46i&0$Ved(Z
z$Rie)g0@3%fTtpY<9_1$@>|baeY2#D&C(A4HS9l?zVNIWO2><p7a&6ZvHjRZ07CMM
z{w^to(HDyI4V1E{maXa_ALP>}bom%zt@T_sbucpcsr#@*^?5}($ZWG;d1zqHJTTem
zyNFUyZtIvlP3=ZgmkgpUfyhW-#?W5+zTgtLF&_i8JtIBDm$j;nVoo9auN|zcIn*h4
zNz`)&iCQ_S1xh)auq~r}YTK}EeO|>KPV@;5)ODX4KE-gk(+9~-U|)tS%0WPA5`kdq
z6!Z%etMdHu-7AdQc*XFXHq0!doT5Kl?M+T(F`+UnPtfx0$%ls^U|UAoM+RBYJis#S
z!fBYOBu~rw9wAJ8^3-><azGVtlBW2A14Wy`F1tf2Cbo%$?s?Au;^^YGJxv?IulIwr
zp;B&ZV<|fQa)TO8;4$*+>Q$G7L|S}|SYFTg4qQ<%%)ivqE{^{ZlK(zQ!5pTk%ZjMq
zVlyC>q9=Z$apeYzTDu~`BVBN38TCmiX{C>Dwc?ol{7-yw`Z8WMQiY|Q>>6)xtCgWC
zb1|Y@aA_JP=^{Tx$5+!<5=r$6x69@leP%PFgyeRz*p21;D2k9;0X=g=v&(rgA&kPg
zts0=ue2!cHU5QB5_dw0CH9oDVppiPKq-fH8KHfy+ZWcP)!@*jdP0j^hjM+wLy-2Xt
z5*3$5J)}@mIa_fbKb%ZeGv6Z{8M&@(ND>a>npXa`cr@RD=V{Yb@61+a31&cSykrX%
zDMp~Yg}t2OrZOLm-ObR<giHH(_!(EQd`5&tUNmU`2H{v!QhsJLrrJ?`NO5Cr3<dY4
zkTY;+v)cu^2n~L&SHV2nh1kCS*{*thKk4Rqzla2Dun~q%R=|#&gFCs%{O)uE=+^&N
zcT8_xkyI1z%fbBuc<pgJw1TCIuT;qJ4Wje;67GA4H4SazW0o-Ckx>a}<J;<&OPkBU
ziJ8U_9jSuvH>}lHQ&c=;#?^8+0w0$ZV25kOjY1<85gMN+o5GoiJ3bwcUTD35P#`W7
zsLVJwmc@|KXEjJba~S;umJHLFH-sh>&5aWGjpjCGEW;@4TW29!FLg8jgB;>Wc~b{y
zW(UIH2nPils*K?<sHhYVKRz(t*AZ_SQ|P2Hc2M@+8$XpSSu1yQr%E4sR2PH3p?K7u
zM8N`Nft~{dWKQODfE|Jv9*?^c=G=gxLhyzWzQ&>zsE!|B<u<0BS&Dh+nwA1iqMaJw
z$wOlNU=7EdAPuZ`BFPWNRd19cUan(S4KEm@ZP59WOx5APZt)3KfDL;RuJ=6FKdHmQ
zIm|2ta5!isjro#%v??OwyUwzg(G&fye5D88rbr(14ODrv*a`8r<`ouNlYW5$OOl2k
zBG{V)DPx}_Gq@0agY#fyjgoD$p|Ue2%P7ax458>28t6g)A(~yKHbLl_s2@vl*wC!s
z7^E{~0kJnk?qZEW-g)#(*LtK1l2DMPOmL%x9pI5v;o-bzMqy9|r$igv31`D{U2LJf
za8&f~z}=U{1BFn3|2pkI3b9l-V9;;I&H=W>ur_@S&%}85J)<0_p`dma53_R5kNKfI
zUP_1z5dPj`T5k)YE17Q-LAUfCAoQB-Z0M)*OL2@gtN1v(yJCN^<Z1}1#bh}l|6BOI
zxI+Kapndy)zRIo-krnrFy$G=%FnbMoHx0nwK<Dt|I}*c_z0NL7gYT9BE*Q&MJ{hnS
zB0*V-a#n@*L<mL0J?QC*hq(a>1gOUITvwJ3^?o93+e&*E*quz7J-?=4G1bvvuMCu|
z6ZN#dPsCd0!Ht0Qov_kq7KZ)HrV7~+Gg83@q(rI<r9^4TXKS0bIr1WFz>rI!f%zxA
zYz;?i5pu=q1hvgKBGgu;*3Oznlz9*&t8_{vmc?RA+u5R-1=e-1gbYAbDD(7^gtd8S
z3_TTiQb!0oAR(FTRcRwaFH~!vIvejSZVcXRR897*kftyqLj{16WOb2-XxH*%bcw$Q
zMrAyk8t#u3xpx;||N8gf$N!ubK=<e$`^?{6@8u^MTS5iAi-pDXLPU@mkxJ%Uf<JI>
zc=K{Uy^j#I4MOLzrVI<~#}&<_MXBL~71Ss^#1KlM8RAwd&i`z;asI(xThIQpn7zK0
zji8y#0!SfVe1gD?62B3A)jh*~B<U!LL$4jLdB28+4@q9vBbhkY>|@c@<~=GVW>TgC
zxgEPqhPM(tynQ9C(F6^3=4c|4CB${lM7cbTukGF|h>8nDIqHI6ltKojei=LHt%@YT
zBu5qND-VTXqW6I#VniO6Y`^A9u$df`u;_FrV8it6)>_Qh;EN2gq_sqgJgfDoO&K7-
z1xyn;3T^s#{kC;1a$dJRIloH3`vN}YGHktO1;<VS8!m)Pss4Yiu)iqYn-|XL5RRAJ
z8bm;hsKqUsfTnzLH14<gQp+m(Yk%En_*H@qDRwnNDBzr9Y}I&hjU^_xUy?G%it0TX
z()Tq!<@67tK_4Efwh)^PQZv(u6YRd=mzNHp*)fTA0SU=5Z;HaH^P$%1NmXVD_xooa
zDV^#;$N4R0@k#2&rfY>;(91dhkQr`umUA`&FV#F9;ls^Yyv`JHT(J1XVyI>itL<nk
z{h?O|KRO3F5oFqymmqbrG-Bb|@M@B5<og%CJ@*fu5$V1lOxu7whaBDQ1~x04mI8(|
zOJ(w9X~h!bBpm)U%X+B1UVo&!nV%h|{GJbbOAPlwtHhDuA*1cTylOW>p8r)MzYG?|
zo{`oB20(o!FdhqN6DkN(nlmmC5{`(cxd`hxgH^-?+uL0B5l4!Xt&FiWc+i~JBJ2&_
zcbA;D^Sp`2s4tZoW?!$Q&aV0#Aa2|g5~Gq;pC~2d!Y=Aoq+YU4dSo-_=->USYZld5
z6>p$0qnSJgjDm3%odiFKCNmKox=9vfo}P%_-?V)QE-W<tJc1GI`29MCrTFskb%ki3
zc%pj_hE{>JLWVaz^#*Sr`bWa3f{y9>5>j({n%kT*yJ{%Dg`t3sPqei$1gsgBscy6k
zEUQG_-B+XFMarW=nN%}M5$@nYFFnQ~n5Bp|`iAQ^91`!%+B`SVd866PUT3f@fWVqY
zL8v=J*a8Tnc`44lb45cY-TB1#czI0fRr_TgI^Q_0uK+<506re9mCqN*`@fM{v^|@=
zx3-o5C6qMXr<qUZjjGSd=XjR`1{r?$sfHI6o(9@RF<>Pi6PuiiZwAJ5KO}RSN)KK9
zl$p-wdUrB$p{sqH`}BAzkwQMjZu`E{<Mx0d>JcFMd}>57wUtgN)oHT2WE*dDJFt#=
z-U~KGBB}dI`{@tuCpes3T9pZ4q9&S}u6|njn(%m14M0e$jzBNO0~+0-3H6=-Z`jX0
z0Q;e&XSH2LM@w}4!JqJa!bXyp71{~&a2enKWH<VboYm`LZ(6{<=Nn72vZ^USTuA~L
zKHja{lX-c)I9jfkwewo+Mv~7AVt=VW>HkoF`2UCc)B1m*{(SLjcv}SAa|3dW0VZ4h
z>Qhe0!$sJ5y5pvhKQ!mn!IIrCmM!n|1BY&A*Q49-<t@A<(j23jwB*?mhrev03~}h@
zwY|GV$j@%8qaIhDy&gj-uJD*MTtq|;15TU0pMDuW9gpLn07LYb`$*5{2XEoSO4^@-
zBt(CtR7W-LyXZddp^^Og!sru*IPitR`R7{#BC-Df|Iq02F|8gw!!NOUTy;^01)~tu
z0Pd{7pV{I^d^XDf6z<*qJHD_;)okDgDLY?mTYhfL&0PVA4(Fo;fk^Ka>v|!9o2Nu_
zR_jGg%`2yFnW&n&x?>LKd587~7R_j1frlr&mk(3ESK}B20c<rMc=1XvUg$Q%T5K8m
z+Bj-)vyvhOxS{K*;h)Sc@lvdLkqGa0>4o@bJ)kF&Gwm}Kc-0+c_BPCEQw6p1yS}<l
zIEL#Mm5|CegEqXK-fp;{;0w^QP_@O<tWwrs(#NNnz;kxfV2H^VC`1I|tq`b(;FdV%
z;8FW|$oKmlieAfakKuPuYDD%bE=qriyVJPDDG>Tbew3>6w)=~;zV8wi)1B5QnZcj_
zvp9v6<Xkg_HCX0|G^fPdL#TJ+h#LcR66KQv<w$1)Z=crYraqncHXpxpRt+6#w)}!O
z(Ow@y4`6D~Jue}^>?|$s0pE<6(M&;S-+>$-LR!ecOd*@tkDD!&o_I&e;J#lhu4|q_
zFCe>*?>G#9eIp}hb=s##yS+Jufz_Clq9^w_s+5+9ev|HQIFcq3E@k+#mU6;rxJ(lV
zB@Wqc3p`7_la^}K0FK>p>C`Th8h-zKZS70hx0m*FYXENc=}80ayWurisu2O3Ny5C2
zx5wmWT%ee<3+8txX*8(cP=va;B^z&xr-$6OV;Nox-OK#{!TkJsd+enTd_bpaz4r(6
zBYSrP7EHuj_Z#!$;@j%sa`oQ0T&I@2%3RSyKN=7~X~JqY{<<_MN9hg@djWutx8>0$
z7TsL?$!3bGDLpD+v3k4-*|;kXa+8t%&AZk4^z%{^UA0W>`GSot-OB_Z`TTMj<oZ}x
zzD7tzf7hXt-PWd2C(D`qJ%-0Ax`NpO807~lQ<^}We6Gi<>uam;d>3CTP19K5s;&RR
zdeZEF0I;4S0M>IJ&j)}zHEq4`G9`3Uc@A3Jmrq8MEJV(I5jJ*oOG8s}zVGXbygx-=
zG&eJX3oTL+@|2qvOl~PCJx6?B`y{IfC*Eb0y$TZ3H4Jeihb6SA1f45F9&^ZV;wZJ5
z9p|#MFx1Y7)f09<)A|Z-qF=&lkm?i4hgTItjQic<JwPe~m1Yg9>)eORnV&JIH@*F5
zy{$F%JY!0XFk)5W_4V71NVV(Jd5eK%R+9NHuh8xroe@!Jj2W}U&BK_Bij+xzRxM}L
z=piBV7iXj1m+oK%KL*m^@@Yj+h6$K+z4nT~Spr+uS)9kQQ3<qkY#!2!s9-27N9r_S
zn6JD3mbshaG;?>!U_0V&Ycm~FI6lgIP4|3%PRBpruInH2x^w4Az423PNXqB4p68aE
z8s_C?2!Jk3Tt9yDUgGGyRJvTZ#&x#V+x>(9C+*k!mTlL!Psha$tzvI#ZvotKiyzp!
zIy6L9KS~1v@IOLkzF;}R=n?Tfck8*l?db@`>+`{g`myJ^!1M89@mP83<B4jQb-ma1
z<vdO}i2%Ge^kHNFgmjzRzDv9Jxxf?0<xP~#g5mgzd)Xz_$=lyM{O6a=X{yGd-JYVX
z^{$v>_B%jD2QW>$@XxV>kQh|qtBc8l+5C6Wm4?otTR)=vO{_dz;-G)8?Is_<TKhQS
zO~^>@vT|=A57i&}T?}v%Aqq^5tz~NRb2wvH4jS?P_TvpDMCMi<-rGtWYG?p%j-^tR
zOl0J5%o?KcjGEIMpHqjo0q%F}=SH0yB}AgBkD_y>Yp<b(#;<@u(%Ub8P&t`-HRSOB
zz;b93WRf0I0TeI5D~q(fjCpNtZjKW@Yss1Bd>8fcvBx-70AWqDL4p4Uz9KKLNQA%1
z;xb4!tVFl|y(l!|p0);>7<C#>q6G`+eGDr*coYkh?{0-VQTUPQx^GU{Ydj)M%+wLb
zSm~LNF0Z)gWRxaurl24(<U=j|14^@?@4+-yOJ|i+&BB<QYWdVedXT!qJ$jXSV+3up
z632{dSYp`ri<y~SiegElB4#Yc!Prnofk?n~uk$`1b~wr}k?vSsd}0mkFzQ4z&Iz%O
z?@0J2XxDz69L&&l!BfTsuTSZBl*Lm`C<_v>r9bPjWqnH0-QAbEUQyNCOTMO_sWhZ?
zQ|ymy1>?0IcO*KmzSGk@i=fS|8ycCe(qUiH<-m7s)Y76O_lLQ*wa}Ph_nwuwdXyAL
zD!5WXOPsHfd;w{@&l*z>9<pbY>8=GS7ju0`y}JWYTCdT!-nKK?PnwQtP?LK^e$N#V
z5U`WmYCdjzzB@SY|HZPPc$b7Cz7CM4#f&;&7&((cEicp`m+y=6BZ<v>{^WMKIFooU
zTI@Ff3@9yn)VTZIh)$Po<$0nQz~ywT)aQKu)o@A<R3IO%mKO{d&Q2)Gfo~36KN`M?
zI+o<w&n7{O_I^5OEIl*^7=!@T>@_*euXZ;H!1NXs@^GH6IE_OS@Vh=SjB&kxzV}g-
z<;eo9tKNVcgsGhjMz?46?AkP6#<r+zDCIiPu<o@Na4<u_T<ElYJ~UQcUR^9&t8WDm
zXKN2vvS>W#)e;f7mEU7_dN7b-!M!)K;u5s&Jv^Gd3MT-L(^mR&{OiF6PYEj)oOh=I
z{(c?04Q9Q@32Te1WovR8Ak07LGbKd)nd_xBennAY&x>3H#wL?RkOQZUm3nj8ZSGG8
zrrXs~)yGpXfPK^0f5>{#y<UImG%Ik|i3hxJ0NR)Lpd_8|W*vlp)3&y}%)3?VrmF2Z
z?zXF23&7N0+(17O`fX@fjqKWOwYbGZiQRAF&fC2%XLe0WwVPQIK=Dkv4ghN<&2y~W
zbVTjTV8E{T_Lg`wNER(RnAq#KSoir6_+4zwMCU7>_9PZVFDi_*=Qxa#{_S_qBTN)0
z)bfx9{C)aD!{}JO=0iS0AL~3LP+h_-1KPIq7%T(ECTKIurcKlgeJsDar#Fayb9}_t
z=bt;Y0)@w#+)U0dBh#3q$yndfTUkvCOmNoXyCrElMROM9l=e!R2a*p#L8~5rL7#(F
zPJ5+#O!`SN4zIDWOeH-}r}mEiqKr!czsM=oN&OvPQFq7k430SxeUb@yH#Fsi<9c<+
z{2SQ_&0+jZ?m1Y7;<GXiVNk7<l}fTfgq_TNSzxlK@D~s6dDxBkIHTI$>iMd<0lDb{
zR<$|U?pYJ$R&m#f=-|DeOYV;X&$1hdo)4!#+aI<WG)v0r<y1ADCRGKzruwhfTC`EA
z$_vd0bJtq!f3kv%c3v=XCw^ZoEs8|LB?gI}-H-MykF2e0VTA~O!*4#4u-b=*U^3pU
zoR*uGKXtcqA3tOanDSE_#4sab0Q!r;H+J*q$E&5s&ii!tv!7h?jOwk0xz-aMeg0P@
zPIIP_xMtHvVFP=U{?A@ZxhMjh=bgbi8Vx6p%EfbBoO9kr$1AdlpDLUtWkqEL4!?Ax
z5P3X{FbTYMnmaSLoU>h+nUH&HB-su?0S|z`>(Q5d;plE;0mt%tlFzr_3vB@&j`L&C
zjvqNjsTl7`n)j8e#ogw^pvkS(B#)`Z(vN{x?P(qBGb*7xSi>H?RxnRZh@M-jX$irX
zOD)o1$+OVAw~$ojq;C!gt=^2m&SIjblASXn&6>ny#D$Sn6fN3%<bbS(-tL4P=(E<>
zsXq%Y>E-1lp(RnJ-&mJ8z=x0sWcn!TCsORIwcXJh>6fW!8alF$J>&0R5LUJ=N*4OJ
zt_PG4r6iklPNP3cL5y=F;5KqyICkK3NX*1HGE?*n5{6C19jee;j&7O;6fXr~*<2wd
zD+Mw1eIuz8T_KbUA>b^C&2WmVL^8=?SQTv5Jr66sj4wunk(rT?a8CokQwl{+zRfCB
zV6Aj5G~s@w{9(MX=+fb@v!z^fcL|x%mTC0|#9lg<FDX#7fZ-^XrJ#dU`*&O99~(*d
zMmW$%664E%t-<g$s7+<G38$DsF2ktiN6&Dg#<w~X?VPsqvf0?+fX3P;Sn=!2h}lKX
z_VgiC^|nCfC`Ma2k&?PvW^F>c4(_RUH{!iq<-yc}#1e&u6LO<?EDP5)kq}OT$s^-$
z7KLi6z<OAV=kXq^?OTu1oo^&5P-uGnhH&zyldI8Vmy87Ir&n#l3kWYh5(fzES0mM^
z6+;A9;430xWc@%A?xaZ+=buY3+T6fpW1J%GIHn7CAj*L~EM~_sr=R0vmvlJp{UtJ-
zuL88T)Zb{yX%Io&B_-LVN|{GQxNh-GZuAfPQR4_F>>6~p@}6DZ2yG*L4h`N#J1PrR
zl-_O$vlsoTKlp-3iDl6|MWoOMM4sQh+~2AMo<EgVPVv7qMi!+AX90ckwz@=UxPm!*
z-*x!b(F+@4IV1hpVPjhy8+ZSpLPUa3Zvjf;&iv?#S?E??QZy~)5YMlQI869L<eIN?
z${F3{mRxo<)@;dPZ9>>06uCZ7F6@v-S!O?WTq!fKs>#t>3PRB(pf5NToz3KP*fPY~
zRW_`(ofisrMQ01Z#d6G+^3FtQ9P`_%C?Vj?kZv4zNBMjFkr=?fM#N|6a;6=KvYJ54
z%?gK^772>5_b5;@FEC~F*BZxW;Wgn&6UGHlE2?%(LtSTKMc55@$*Kg>d+9|VRa&f_
zWQw=<Rdt-xFS@QZ3~w;df&Xl7W66r55_hEb67|KMy_N3z<GKNQ-pwTcDTc8Iv2`8&
zYjC^IPJH1pz&?w@b+HRKscI^vF7gAbyGbFWm;#i-h{<8&8<U=StW*B|V~EB4{l_|7
z@Ui*>StYzXQQmmlbl1Ad75K=!0x1Rj9QG<oV>Nhrg-ha&40LV5UUrq<juu>FE*t`}
zMWK|$?vpywlo=VQRs-AWQ>4dzr66sB%kQ>az42}nI(>|qG?)s|Ch&D^c17a)`2}!+
zPxjf2k>ST7g>>ZldOzS!^n6m>sFo<KA3_Q=$mYs>)0E6_lq$^7LPzECZ|o|8Y_~i$
zS;EDSyt>9vP5N17Z%pa!Ap?itfWEw#XES?Idv_qCPP07%__l}Jx*I2soYUq71D%j@
z^WAH*(N;{_+S<_(17wsn)^I1U-;KEN%<2#S)4%*(Z_?twOlN&z4buPClrAUQ6aER$
zS5a16Y_s=UWx=n7hQ)$v8=pImFY_uQtFq15Hg!9lF8h_c%0nO+ZKVdDJPm0>74Oqz
zccyH29Gk1BA8oY$>}I9GF-@+@>%Os2`oeMQaAiKl{2x0E7$!}HcyM{xLL|p9J!<^)
z)uf3x*OJ8e)I!R}_qLyOX8T;t23pElXQ1hn!s4ZB>-P|u`C?jl`pDHxRQthsNu|;9
ziBXW!V>h9V<-jlp@!!l3``OViWh^OA=i50L%IfkbpLr@tIgD*Q25DrLd{-g~kf)WZ
z4sq3R$O`?i#3|4@FfJ!fLq%`Fv65T2S0V<^9}PsoxP$An>k$&~G+ctOj1h_ojL~Xu
zv`>a*xZQw-M?f|y(Xe>(RTl^-n1b~x^`f9)YX0`37$XX#?|J<e8UX(G?{VGVOY^TJ
z^XD}_w|$*{TTh7@-GfMl_clEekHKElDX|8((qf5J(1zir=Do;sSE=@<>g-y!#YzQ%
z7gwp>dGfifJYJs;hgfdQ+QCiNC`X%3(C$VBo00UMb^K|qhO*c%(RVuNJS9bEl}AR#
zI)QlP(t662V9MV0)Nm{44E0MmK6kck3if{DE(D~xD};tOZIVA<OS@*qk`I+ZTQ60i
z-Zu7Gy${LEbfT=}=|fk2FnX^~8l2}yxt=`lcO0{uc}ODu9%*LQ_u6yDA<IYc7_tOR
zSxY@UF2ZcKfFA+3j+Z%ZP{Y<%F=DY#<Tm>CUPTa#!^Zeth6y3Pj-4-NIeu*oy}hxV
zcjWK3IV)g0T|xQR{??5L^wIwSqW+i(4fg=UWx)H*;!rO9+QQf#AY%<wpUjhL3)-Ju
zvovI8U=Pe2oVw1a)OeU~TSPUEc<k?Of<0MV^Q^NwpJ6)62O<_EG($~3=bp?sUHMgX
zb7bOKO;3*{O3eqHRYQ7ZQzy5n)z~q@;FoYt+p?itCF6#1vbT~}$5U7Bv0IvTpQw?4
zy#6S+RBSgb(rYMwpGU=0jWWrtREU(hjopg3^Rq=3(&9w;#vU)JUm-%Lw#hs81N+70
z&0rWdEeLnEu6sC*kPrdVVvb_SpKgUS=52Q#hvQ}AwoJx(FIJkmCw2`!;gJAKNEyT|
zIw9ghS;qp?Dz3Z){JgY!TP}z~^F(781An}2lFT=_O2P43Svh_}fZB9+_qR=##t`TR
zKgMpCqX0M7oc!PF^bjuZu%p1sIs^QN!oG2C$!EQ4Q=*CDv3r-#B|m**Psz@Tj7O(0
zAP9JcAKj*j79C67PlN)K54j$+jYGK1U}}L;nUSv1c(d#>Hnk#6e1f<iViHHnosv)t
zRVf188N=s#KcJf@XmCNw@Ad8U@#Q^6^<vdSN{Vs_hje5GWhlUr)$~H*esubl&&Hb9
zh(J?9No^(UXn9t;3MRgT)DQcLf0(&Fo8(4M7I;}1pxoEF`3eDpL1Qqv3wxYyu>qks
zlm$_E7Jb~n(bURKBMgQIwS_HX=sglHC=x;*`7=!r45G9cDKqToJ#pU<GKOdODFnqw
z#vsyF+`@+4_voP=4<ky@lqXt(H9-400FRNHqk^Hn5?u+X9R5?8#uJ$}`>)jojD~yt
z<F!k}p(9ENmKT&EQYBqXrA{y-%dLtlLQ&mEREL!_x7b~c6PaCuLGe(^)%x_%(>3}t
znW_L0ruE`&9J;`j-iFC2*p?HU9QA?;Y^xnQ5j5#V(Sfy<itogXBatNzL$eHdX<FDj
z!*MWCx>3Jd^>qTbq7A?mkgB+$34!`+!z;Cj0pu13UjlEh@-9RrNh#UG*FP?W=8cFw
z)l(H`H-%;xBx!)+eIRp-4hNzY)&M?4rC)lA0)aSc08jcJ`M!j8h^#WBEiGR)HR(8=
zOm?nRHae&bT^{Kmjb!((49dT=9??n}O6#t`nlmuZ4Q#dmc!?8mEk@L82y$O9##z5z
zhl%&^MP{k|?2~bXm3x!R(|r;T{+|!<HfBOS@86aumJ~E+flNt4SE&bJ=1tz9WEMtG
zS_Nw#vygL}4A--wEJ{|rb)leIiYd%Q_N{DgxQ1uCyz$l`ZTH<)d!EAG&3U-BTB!_p
zYg;M(T#j4m5UDjPVcBemL<rrvP+Vn4a&3c@@2Ae#Pd9fZ?_tFiEAjRbiK<gpZHe8{
z+!oE>527*~X}|K)i{YAoc5o+JHK>edyH1ACm;Qk{tj5<9E~C}dFBnP-WqsIjKRWG4
zv5a6ASXB_nat+>;4~hBS{mqFBU*kJ)WFCp(6=$<Dc+uA?i5apW7gZxfE5sT&7um|2
zFF#iVHAmxbNX6)3$lEyw^oC{PD5VUSHE^}xtVTPsYpFt`+1W^w4gSaO|No~jA=h}o
z@S(4G$BEbhj;U2^J%Oc)hiyRHkQLICHrET4N4F%Kh({{|;!?|<nISm!f`OS<4$@lC
z<r?8yDI%``fojE6_-*Ky5f9u85fh;geSe5$d{z2ZX7&D8yzoz-`buoAZ6QA_|1qSi
z&514j586Z;iaqCqRgBWhN^68D>+-u$85EbJ78qZ4&1b1C2E$O`KtRugI0<Zjr02r?
zoYjV>c=|~Cve9Q`!JiicBs^YN*Q2kVGJy#L5&52@kA7c9DZ=8A(nxT&k{nV~^tG*4
zZ~Rxk)i9F;=uPzKusOv0GP91QK<dFBX3L?Tg9vLY9#@z=^cxF8k+CcanHg=O?Glar
z(LcrS%R2gdXZWqu8zc60ll}Ld0Z?5r!hF<_f1TAhqC%-!Yk1&=l8s#m-5Q22sLz{O
z(KgFQC+%N5MO(lcn8%!I@{apRby-!3tD@t>FU%DP8JmqCR5XzW_`k~M5&0NsuOhFN
z(8WEIIUr?B2%jaltD`|7BEA%JT*}IQ2-c1N4!28#p?MTCDATfUT54s2OHmNTO1_qc
zhx|^^524`OrZUHv*lRz<L@uWR+P$(6QShXF&V_OW$}90ht~73d9d45gtC1$YV|zdf
z9Z_(6HYIw<2(2H)%1btr`l~*9cM%;?eYjV7S{|PGwn<V?TpQU_E=r<cheND)Pgeul
z=s|_BeklGs2DjRbxn*PCeQEg-iFAeTD<&hHKZV8b^YcGlOTTO0zg7o02&O6N(TXlS
z=ssGr*ba32I<qKh^LYc9)-Ls2ENYuuk%Bk`&fqtOKRHf>1i|vubynq;jUZallco2S
z!WN}t%{T(!&q5I{t)tUQB+5>5ZnCKi%Rc0vN}s<A=2A|{;OjBl&r2Z|VBqoGT>LO7
zNUuS#3F5z3_MIG5N0n0w_D$?8MLd(quELEalGn+v*@>`N>KH&$BtL)4jQB+pYp=T;
z+0y~TPw9SrKVN2^`J|*wG&Da36CFYsGIbS`MaSm^TS_-Z%@iER9G{I(Ss2NwA;}Ka
zq8BNo6kr_gQ<+qPAPf|<jT#-|JHsa|ZO4o*D{K1uC=-33rpZRdM2U#_EJ?#^McrL<
zZi*C;P!<sQasF=ifBe_qSihkio&3uhg6j@ku>Ltt-;-N=_=nLe*2ejSDs5U)X6A3^
z36qK{xk`;W?!CvzP=M+~3`<|n3dW}GbX*6xD<9BLbXXzKmVP9OKL_x;hTn3~LebAH
z3mC-GqBG3NT_#{Y#|Sz}I)y~5)}qt1=f<Hu?DUdL6(=KIZqOxCH)-B7o)@vpn~LbB
zLMdrviKy***AYth#m3)}@_%r+0#S~h$QjHCIwmwZ<>(<55bjJ6j@3z;<lRgV6g;XR
z`46<lKhknAg}>*!_ichw*Lu9D1m0;{gvzuxp$u7`=RjA4!C!kHG19uycX<bng>O>n
z&71g%jo;#Hm~j)yA4tO=bg40->Ho|z{F(mvb8V-5U-L{LRS~;`fpi71>0XPIN%k`5
z8SBxOoT2Wpyvi(uM?<V)OokjDzz}*^>gYFQQ51v=s$_rnrB8@1TvlA2Gze1`0DDkb
z!1b&P6n5!R6?Q!*$vd;uFu9t$?`&jSV8VSMGlr&r8%I5p<?DzqV4$TVIYj&J%|Iqw
zS#vz)ooyKAt8uSM_>CB5ji9am`EGPu>^pkuEeZA=CjxL7R9eDtrpFey8@o;VB6&)C
z$Hd1lAG>!l(cTDhKTv||0d7bdKa=^0YNjOImI~4^rp3wTwa`mRMIDTnc@X^A{`TK{
z(f>Y&q=`+I9e8)Vn~EYUb#xbggUQgLZP@^1i$y#b95JGxci13$)8S4FYM;2<0msZ?
zq2(2B&iLrmEGz;!$RBKDdZpR{mAab1snt<PCP@m@(>zO!(1fb>l@GWU9b-0OYL*2m
zQaTpqa?#VK3iE*^Fro1xM-bg(?<x!lotpIHh4!4%$T(+F<Ao4mipe)=`#I3izT85F
zQha9Lyq9XrzxLb0Zr0|4aMCY|nrs@T*#ogWxB`P=@<MR@NqU%Ojm@<7iDIz+Lf<ZR
znvKq&#{<g>01F1}t;-(*S|2l_;(t|1FD_k)zgKIS{_qL&y&PeQrfeB!9shU1cq{V=
z%N~<EA6U5W)U0xqVple!pd9N8QWZJn&6KbkcQ$32$N>!Z&=KcS#rJ?%z)r9?3At@V
zdsN2I!hmgW!cxIdf~g)D(ZLswh@Y2h5$calKd028Swcp;>VUj;#2c8GAv1f+kQbEq
zg<v)rTfwoJG1KriFQiJd%SV3Iw&0D#&#JI{BL7+=o)Orsg-t_KTE12_X*W;U1!Voi
z%JI`6t4Qi$9{V(^kqmz_hZj#6a8>&~LBR4dK`{C62FuGy^w0YbmKZN4oo6L5DTrck
z&Lls9OZV<gQik7ij)I@QkJcMpD5Z)0iS4^k3+4PXq)S)$<W*%Nen{?K#!JGnFS6YV
zGa;K%Z+1HkzASVcSWSmbmGf!~N|RO;XgY<#xU-qo4pmKIe{V38D<o)MJ-UexY3Ot9
zU<vh?Ln6(m=LvjfXo%A2!t5RtU((0XD2JV<2l;4$DJV-LZuErbTZb|tAC-iXl_Cna
zJihFIkJ>($PvP1{$ZJ@TI-=+fY6j93lBfS{Zhs~w;9AB14VlDyIYKbPT!%END<GvE
z`{fV$D8;_1!^O@}j-s0x;o?J~ma@YYDTReagM?8?uz}2OSWRk;>{DvIS0D~K*anp}
zmND9_vz~(TpJBSfQh^(eS|Sw?sVtx5@i7wLVZVi8;B6I3<!A3^1Klu7folCQlE1+!
z>ABK3mA26cck)`_I}M7|;nf(?2`#*8(?X|iC5EoHUdlmlDbk?@yHdP3r>a}%<&pLN
zVs;yTOmJ@vIsjRVqxh0JIE8D~XNa%Ros5XPmZg$YU57e&g!~SfHvZ6qr(geXgVyWq
z6QYes<iGXopEd|E%XW=Hwb{HIr~$t{5n_ObsRQ&PKNg0h?iK&2<vM8nwrcyn7Cq>_
zhgPvdY!!R#Wz$$od>XAl{=j@D#}=+4;&Cpl^-^6TCb1R%8afGX@q!8j^LXi*A9;L`
z4@W{FSGZ6bjEQ|yAEdbXSZtOC;;bH%@7RwcMl4tC(lIN{N6rt48@J4S%ahU|68SN;
z3G<rK$|~0Y`F+PI5nH~($$D^I8tKWL(aja(IfN}3TLbju6+(+yUU;q6I;1{l@wKWU
zKjz{HPO%GWv0i$|!t)}h<g!fHS+`Ake>s84-%k8Lov{~HhfK`j_>t+|Q_le)F8^?t
z1Z*-WsSUet1nkZ964P)n8;^VY(_O6{q9^^|$S&Vsd?cKFNxR@$@tjv2e<$E^x*12n
zS$A<fZ@Junmj3i(BU=KcZpYiZw}~cSyRvq%>ibDyzqkG)#!F8Lfc0d~n`vquO&zbW
zANDqCDgaaN?2p@dFvRZLs_oqQ-rkQo?het%tH7r`B-n|+)3roU+8npzcCU`t2ta)2
zzYY?#ofQE$LVPTcD8;1Sbe9>ddwY?O{CtKJRa`VBEerfZVx2|*sOo;t&8N{of7;rt
zpmDwU4YBL`kv?wA!&%FkuIKS`Uavs&StQ`-fs&3UAbtr9`~wi0`d@(1QIQ8=pt<Xf
ztA9QlI#+tiPjf%K7ii#*-16jSeW*4itew|shVpIK>zsliN%8_@p_NZdiU)JncdIV^
zxl*Ia^`fG{O!e`0LaO=<+UZM9it&fUQnWIy+NZgtbnNJK9j`gS&EoPJNXhY{2twiA
z9d7qH3ar<0b9%aY6c>)p7yXg1nxZXd^iZ)O(teZs?Dll4Uf#xQ+x{qSJ-7y_W=qel
z6p>q7Q38AI?dR{;)*g-=AH1^rq6nTQyRV<dpPM!Sh7<2YMWqB`o6ANd08he-21rA;
zG%+!96L1(5n;Ip^GIr%dc2%unrUORG!u%{Bu8KA}nqXBFrsWy}$DEX(#3d-H1HpOJ
ze-QAN$=veOittYs$p^xaeT=ItQuIs+ilMdFG1NZErJ=>e!hOO)l8#HkavE}*_F}gU
zT|Q8l%@W5HZySRs;?hLp=##qPUtAFwio%TINYzlD{YfZKdgz>L`38Gehne~^R*qR&
z&om*18N6Ge1!LdDr%Ov2F52T1`mi?$w{2*RbXy|U2;%$a-IT|<tiK+g8~MQb4Pfo|
zAHFpJvc;=+>G1`;l=M#ln~n|RS*K!!|75l^F%VIG@zY_={a^)dOCn4%rHA~}^W!)W
zo>=GoyqfU&;A?0C%>yN>>!-a;kMyU|?kD?xw)wT21vH6Yn$$gqt{l7;KV*Yql|Yhc
zQNKro4Tnb5^Zo#pegVFjhiM<MR#Bskt~j~Z-T-9jB{V6X{4Zh&9wWaM*v|=XCq3=4
zD*Uq}mv>2A_}G9H?wy^vrlir2m2-2;e=Ifwsi1e%f3$aFAT<jJ&zipj;28-auwlkj
zB(29kvg;Lc%%eY_a4&aN<ra$>?J+{s%>`-m-%KZQ5FA+GzkL$;-xRI)?KKX+b<<d;
z_rS`ti2$OPFCL(zJ=c;QV;>VuX+GV5J>PY~#8dtDbn6glxw^n>vpi55`_*O5vwce-
zB7%gmz=<9enS|30$nrRDxeo*apMdq7>2kaX_!Qp#?14ae>sT(U@lP(*pLDDigY71q
zyiqr&K5#Ui<Kg}&T>b%NqscI=10C0mQXmWo=N~>1{5hf1kA|`9dw?tyGEmlxSWsTR
zS|!eH`-G0>=CI?DpymD;p8^DQdEX^+r2~n}TaiTGgT48)^YdzSi0?un)+&D#ckO49
zsQ}VZ)<Jj&5mFDU@+z<4+xaq9Nl)F>7%uuqzX)l4rY8NNpi&MCIlNENb=+Z}`aCR@
zGBN~7w`^ItG@Z~CS$wG!>=BcQ95#q3)HFWy)(pMEq_*LZNzzMRY76r9b#szhU49Q~
zffuq|%$Cuc1l_~RIn80nCMrTL9fe0j>4-zCJ25JyZ27g18@V0QGrl&dD}o)IQBtU%
zKJ`^SPJ_Si872J4yfOA0F;9sqvsYM0vu{&7(T&trvKKE~vk1v&B;He<ROp|Am_~sB
zvE%PCc6&W6rhow`7>|A~`D|0#!TY}5#Y^qSi$%zOCcc=;$00QeDY>af8VDM^j`Wtr
zivH+zmi@kyW08dd6L`&?`Om{CfXEzW?KtzK`X7xrJF5V=>?NE9Fta>v_u0-Wb%&Z<
zzyU`=ZsqlY_W14cWIDI;=212bXkcd7G~MG#nNHQ$*FitJ)%or2FGGI&{mkZLeo;{X
zO?9wb{!n&K9$2E$`V=hiAWhi6bxq*3PZNy!WWGIgNzS^R<6rhX9oR3sS`HW=0K$^}
zedNvl?HjG@e9+yMwOWnYcJ2JCZRwoH(|6rs-L;#q*sLAl%#-5_9c<oqwIzypF9?3>
zlLUF?R9P0&fGO~yEyhH&q4vRWRBC<kf;NQ?6oN0->1ciHZXkgahrCpKVlS#)K;`??
zI}Qu+4a{hLPh=Xo2;Qsn&d!M%=Pbq~KrB6wolV$@EL+I={hBc5I|`)&CXndslgr`E
z5;spbv~RlI;dY98-#*RSSWJnX0H*?47USAO83p`=kR}cs`8fvDH{+x0JGw{{M}g@+
zlCPKRM;4ryv-4}Wol!RGjTVmu(QkF{gUe^<RMbrZc5rCQ$J9>zNmg4v&E5e)gt{K1
zP_?z|@-}0zfKANhw71>kKGoRY<;dl*7U%L{Nm{hU_55UDJ8OQ`)uYRcqE@wyBxC^N
zW82fpbKBr`>p}T_A93?>*3#_HjhCDWn=1mY%|**L6~)w4E^qVx;$cj&{|ftZPIH^w
z#M<?~R3-Y@SzLbS-mh5k<pb4%_XBk}?sO+WA!l>`Rc4>UceaQ4K==Eo?&}%6dQOP^
z?K#SiLXB=dN>up}O(FK9tU3Mo^^zZyblX*}E|9ook&p>d)^_J7<RA7VC@lJKz7c9n
z7?3Xp{Bb>q>Vvo<VIT)AvV+@alsNJuNta{uOgE$Zvj-AU#CQFcjQH#o^2P((X8`+1
zz3sF0ZUhN$PI^d*W<A_9Ce@~`TYnSY+NBH>Z55wus}1`4y$d_LhUqs1QP1E5#G9_$
z$3_4K@BO&rQo6?^4_;kf41U;&9pKKRSbC?HWp7X-i6dnS0vSb9_PVyFbyOK76g=@&
zC-`rAHliY46=S!i1X-BN!G8?Nu&kwIv-IJuze+Mja8naS=u8-%-tEO&$Haa(q0dok
zrPHv$6-mE8+CE`aS7E;bQLOnNNFU&WpOAE7?h5u{3DrV|IETM@r`f6O=;ND%;a5TM
z3#=Up)TgXK6gkbBt&L6V{<SUu2&DdK?($Vs)SY7{Ofu#*L-Hak5(n@rg{tga^*WF3
zz$4)5+7Fs9c3IgWXE;m@Z~Ls{W_;!CxjPO3S?+(aoej~A7nc{yN6iTSjw$onHzohH
zE70~92#1=B+-&`WYdWjh{4GO$qyGN%%&&K{?nPdu2llz(3XF*499X57`?c!S?5?{2
z%Lzy;EX7XD2U%?Z5zH+=1fCbBrkqbY4FO+o`Rx4nc5p)Wib~xzXf(I0#_y?)KSmOd
zLkH44kb4Dw*EX-QU`W`-MUUF<Z%fT9j=k57(Gp!J(liyQh-;dG)VE`hCevBWOUih-
zl=pgOLOYOIxBcmMP~zjw?fBSA(y<u~$y?`^kmb(@7zA9xR?ui@ZvUCwwWWLeo0>%#
zx^?&j*xLYi=)`Zdku>A|sjdUhW7$poQhL(W)bjrRh?_3|Q8&3FmCE1bE;^ff%*Mk|
zpd2hL8%uLJIt~2k@?g2Yt-6dYc1n{^c;!!$LKGBP-plWOHTjQ&N#Isfy7*~z2S|*5
z+NpO58%RulX90j7E4Y8Fq%SdC>Ca6U)8v4&ib?k*!ZN>=+hwaS9!S5|O<Hvv^j@)>
zB{{-~E>F8Y)egF1qMo`*eSQc4QoHuT5g6~f|DV3jGA^ojd;5Y&NrR+-pmaA<QbU8l
z(A^!<jY@Y(cQY`gbcY}a(%qqSiF7|3#B<K?{Lkl^cf1*9?|sj@?^)Niu5T6Ix~II+
z9>rqIUJ-O3GrG)s)lWOX+pNNCRF~v(yzDma)wk&k-isL9>%d5~w}M{U$B`|!Nq>-B
zUMCK%?n~_nfcGxDzTWAp<x_z9m3}zTY5`EdqF=h)jNnC71Gz>XC$#{+@FtT)K-c=z
z9g1@-<Q3KC_)IlD&48dymuJ*Wjj$qY9iva}WaJtcIm}-4S|_)Dk|_!||0;eHO)<#$
zXpkR8sKAH@7)CJiUI;xvWbl5=Sb;)oqa^jnf-q$>xx#R^U=Iz*U=E?|Vu%+qMVUuA
z^$xX3w2mzj7;{>Ari%SRC@@qunyjwYQ(iZxnPbj?;JISH8s)zEEJokF2#i6J9T@EO
zX|hD-%}$-LW}`T%$1$GjO-a4_rQaP->*yH!EzfdW|Ll|N!;K$h*H`avjF|u#0LVhz
z@b!BY@k1o?Y%mtp<0x8pT-nQ2CpkG@>!LX&p3zsW<_;kL%O5XQ3p`3D>(j>xP?`AB
z%+#}+Nd$jw`bX&HT1)2i%Etv(gAda`H&`cLc-%g7*~UT*xZKz#63AxV85ZBqv*@z)
zPm!cMo7DUHo%S#(7UuHtud-+ha3anYx#UiitcDG>O~LnU+lT>8GS^YW2(ndJ!_d!A
zI)yhS<lI+?XcU}8q>W8tqnTF{*set&y{r8skd&*l$x<NY*Wb@r-izmt>?OxD+Qb>*
zeGnO#jF+Ui;ub+-Asi&ci@n?=k2#hZ=1cCVvofH!b9X4$J>0`|b62O65p1;GQ}u^o
z!WM2V8Je~j$-V9lpZ)RivOwVchzLM|&D^8FGJMhS0V7l-A$Ml&>gmTGApA07(e`IE
zdXoXp>vxfr1F7s70)f;KK8LLCk=i%jmo6l3M{z(X*(y*%R7z%srqoWOn_YNUfBNzY
zj7)jT9oL)a>D(nQ_OhaY7h6y>c(*qO)0~b1B}>uYT$~h6f~?M3Zm%j^FUnP}k&thy
zSQpF!^xs|CVMn~N5nlHg=4GJe0%CPO``(9?0Y_5;KmD1%$qm>cnS5~R5mJm#l3~N<
zepV+R<b5uOokPxYza+F%jKRe)ZaS`!a(h>I&~UzixerBg5I8rCW3@17?dYEwB+g11
z9(r5gXA(sd^%aumf%%O>ES<V+^1BePYE=%tPgW=&F}C<qYDEY$^H1D8W6k$+>SM!d
z#yc^tTUVL+?Rqs`E{zi~xe&qKCwVL_1$e5$qfNcoK{867bJ|u=wis39Q4SZXZLvC7
zwrL}SA$zbNR){A350p1HEM8*@iObjOBtC&q*H(Pk34(eWA%{Akr!4mR!0C$;_%TiU
z^8qh23y7g<CRK)tOZFVzk=jFV>E1G6jPie=A2FGYaGMr?Mah-~NOzX~Ef!3n7GeXX
zXYhPO`_y-zWtYYpLdBJgkII!tau=53qaL<gO=73XF223xgZ=A}SXItF-8zEI;StIb
z>fYp{nMaOxsLEziraj-TR&wI9n{zwNmx43Jn0?p_B5<y$uq%VCnamnYtX9YYa`_xn
z1GhCpkF<NNra3KhG95eruQ-1)2^IxO!2L(he{B9+sJ;XMf_In{6a<6PEW^BaVm`o9
zbp8g7a!}PzVc45ukL3%8tZ!lP*;Q<YCx}UytE?<DGX?@9#aN`PEo(vcpo%@}pS>UA
zsG&OS1Oe;OV3e|f>c9k+yXd6{gixaWS;W7(jt?VsLzY$lF_ImqP{Tp{IH+*QQps(v
zT71T`3K>pSC<W7rN4;LcI7oG?eC!-GpnIvDh-sq#QR(G1)ITNTwF7CKeuB=76gztf
z^XzgZ$yHZ=Y~BFk4>RnLY<bg62N@cnjsnCsc(A7zeHM+c=(;i=Zl0c1pmG%Fh7qwS
zUZ>O6(rA#xxLmnQIo2}_{NuLx#N#!aBEdqfr<C#IQW5KxMBf?DVW2o26g@W9%WKcj
zFf()U<Ks74DhLpDj-sA&0q6sT@WR*PDe@>~CD2D~im#Y~L01u9shCHwUfblx%r9lI
z#y+jbS>TY%Nu%(?+xO!%a)!79pd~4#RI%^94~B_*V8vHpO#PpdEE5aR<I9lm#6!F+
zJdmXk_krg$v;PreZuG*$_)sH9qP2Z%-;%^jD({Gdzy2NDX(X?5K)7wO63zR%pGJm_
zYYg*YoV(YQy>8GJg=>B)RGu!B@1Yv_#zDrFt+ZrHOijWx0#Zea-G1p4I7U~v+Mya)
z2<Q!nE1%XrC3p0n$Xgcv4pzbFWDI2XAI*^y?D8dXnh~Y-uTP+ms4iqh%z9iQJ+3bJ
z4U1DGud~9Y9{kCt#+s8MY}jyMs0E{E@^gZL3oW@D+bb*UI*kO#J{0<{MNjlufFgRH
zo$=E!o7(43LmXu)Wc*G??As21)$Au7*xE6xT@flLI1BOF_q9dHo~MIQk^BF+BkuFM
z{t4QVeC;V-m-7$X$vwWykGx`JZ_3dwe~S{GutpGiliM5hWCG4oZ%{)ru~<{3u0Gp2
zrgzBn7MSx#&j&){&qsP~At=~^*P#8?v?u;43yF3O`r}SKdDYWXb5%Om{Ma>Hv0E1%
zvW~=~C7**Hk?ob9L!ZP!<mlyGKm0bYeD<+VF+9+DNYH0g5rfF1@U#E)Zc`doBb+&8
z!@(!uEriP<Sy(-U`#Cb8A-!Tp2y^2ImJonRW0(q~NsabkkTVfPe#_y@Uh3U7K|_;U
zU|vMs5=3Y4IyVz;EF0}@SRd8Lx_;x2>*fbd5*YZVWKz!;(SoLACg&QR(IQvM9J%f8
zRmAf<&d@)z5B`Jdf#ikW;rn`$M5tiNzZ}j2{uJ4s$SHt!D7T6z^y_##y!L8gH#GLw
zE&?*w>D)0+oW4_QrLvUaNppwn>M;d5!?_ME#W%vkwJpIw(D#dXj=k;O2Czo7y14+V
zgmA3zXi4jm(S={>Kr~q8^%Hdmx5YqR)z=J^F`R4^7NZ2@7)Gn#amHvMU7l8AgBXHU
za(Vtp3gfV}k5|W5H&LjW71n10F#>`{j0H0#gKON>@-aKw#y?`e5J&t{Q>SALvCz#|
zT#+GF<&}Sm?NURt#GeEo>fH&MFep$(v-A@RG9X~q_EkXsQSekrjv4<KX1>24F6Q$E
zB*26jh5V3{*9l;${@O(D+vz~iCBXFC_^Y%2=sc8FkOdAVZ(%eFUwkB&g7}iRC5vfi
z+unBc>+G^A2h_}HD@%=Id@(4oWfsRfxZKPS!Ng|^a>8GDHTDKg<F^=C^Cbfv$d)YD
zn<jRX5Pl8RuB=DPrw|+xQr!04mrz0Xc{}H5a7aHNbzbGhE7>d>_pntbaPv;hc7Fp*
zC>ZamPDvc^gBZ>ZJcXmE=`oq!XWKoz)ntf_9OmN*vdPZ6#tI<Ri~Ojl=v6qKCL?F(
z!f{qaE5o>kIN^H#mq<Ns^^V#i+Dv`5&gWMj+q~KoJGnjS6>-^wnWEqvdwNmPBIw~8
zxrtxm`PbQqRI}rlH^g`T=SH?FjrGiyRyM@%4?*CeUdMJ3{;TDl3{)fv;xRP)%%4K)
zdT>7Ed1yZ5xCi>$ITeK+%OOf#P{(LmFcJJo3?yw9hiGQ3NO0Cq#RJ2I%TP2KWcY=8
zVvDzcgee0bfMzP?uq3lzh$RGM$2AB*#FUXOL?7!)j~%(Sw=bb&he|P{WJBTH;sLaw
zmD$>6a$8f^?SzWH(}4zcdpb7yVpAqxISi^^tCR`gNC^5_++<qujCx5%3;8Vt3}~FX
zH)}ljNU!HSepJcvXh!t%ZNm!H%NJe=C_P!SpVS7ktH!#s!;B8d83H%36<~22a22)e
zwiFbFkF1KZPPQ#K3oo_)icEiqI3j-n-f{Yl{xb1|`;ZF|`m!y~XR^H>eFqu#2|JQ#
zO^;o?k3&n^rYuvf{35uY$6-!AXBBCw43C0X3}BB0Q1e*M@ntHN(q@=sUCiN|`@i!g
z35qv@&cmGhLiIOW{HiSqdLMbl&B0NJ+XWlbtH_vO_AxUG5&9xn?%{F3ZDi)NYiS#j
z=fQk?)C(i%PbPKlbCI+AON3yYou#S?j+`Q%hRlWyxx38~m1tk|JnG3i+!fX&OpT7&
z<d10#F!scXG@(W#)(ru*c!8*|#PBA`dd(}u05z@SkDA7``s=(C?IHN?Auce>;@?|#
zNRVmBXZf?-a36WE1eoaDk)13AB9&}ME$W{_;VKjI@nY$?J6Sr^M^2((5M!wdO?shJ
zNPCe~BUf-|@Gu#q`;bp$FzE>tfPjKAd0E&kmxQRGHg8{^D)W3}#}Y5#ife>F`s7f!
zp9=i(EH!Tcr$&=;U$Azl3a)(Bl~!3oZ6gD*^vPnZ5ao~@PI3_)GrWV)YGJ$>XtU`y
z_C=RyTLD8?6nK7tB06i{Liv{-oiB&*qIBwGUjK0d2_w6=oH=jeaw-FC2J|nk)K?xu
zwPQ2M0Me(h^NT-86Ho8rwf@uj`KPr0*{>-@eYrz#Q>3jEKWKrWz9Un70r^K`&q|as
z3+qLn3Z(rsB-X&D$aF8j2*Xi`k&FFR7*w~RTg0ACzLJzJUpzX2wrZawyrAv_r&Q=>
zSEZ)-9ZZmicnkH$;{|1zzxtfK@*Z!c%&9K3O#stlDo=IJM7=a9v!b}c)3g28jC`P*
zHWi?IO9}4TxUYCK`JYnf6sBYYz5SA=eaJ{)!1++vN?_EMVu>6M^tndiDhsnMo@m*;
z7+<gzgDT~h(x5%^dDi34Q=bTByG);>^zG^wNdrUdvFLY7dDQPbt?aiz_TPiJdf$LZ
zuzwdny<EYMXx9&haYqhq5i7YxD1XVW4W=PrFpLhH=z!>@kkv(Wy$}id9#yZ9O@zBW
z?p@-E#L$aZZtVbHz`>@+s}O^o8Q&hPQCwq2s&!yHn&?r86WZBUNDA{ViC>BCu-vf>
zhs#{+QxzqJKQ%}ao_<)01?2C?u)zGC0)ZNp<Led9>1^i?Il2zblYC-BI2U}J912FE
z@W3D4R$|uW@W>xMne2A}zauC(1BAbdj1@|S_UbhcwH4BGj>m^rKxph^-h$tm4mxLD
zF6OGD4Quz8_CHP)ssBa1yw5v)5r+Nt@{!P$W;lfp1tN`d+DBZw*Ij{<naVi>QT3P-
zUG@s$Qs1Ca^_h;nXDLb{$gZJ)4dTkyD!<Npmf5UmR;a|4#w1y-S`G;U#@Vt8_%H;8
zL&^p7nP7HiyJT+T`ig031ce@GYmb0;1gk#S2i#VtN*!)w>c`7BGxirF41m+8mBQwr
z*_ZG`-}zE^xb3v)Nsc1BPzU@4uGsf<<w7}jSe<Z}*!7PLn>=D)O8PJ`!R$K6uVL;J
zPHC?Q_T0O(m<EE8rk!tyy~FO{d-L#jBC28wV6Xot-1067^8<673UZq8GqdM}$x_Tm
zBlHV)m<$MUa8(RNV1glT_M;hOE-&5gR?v)WwMDGiYs($vZTt=$r8#X!IuL()d^0dD
zts|)xG70&lw8aYEh|3Ss<WmuTwXi}%_Rel)gw8oI&J0;vjAB_jXGFEMg9Py;_I;r&
zY>3E!T{#l>DJ`+N^q8hGBsjrEhbp}r-zrd{2#PIL9`2;r@n{>ys$>Lrl%~|c1+#W-
zZvKr06E2=QaRS%FQ~f_lo_EZ_e`Qw2P)Zd6n5-5pG+sLNNeyk-=S%@+wb{zF4Cex0
z1@wulX{Rz>wh3tCCLjsDL#fb7k8iJ)@RI~@(;=vF`I%2b@WpHh%9M=}uQ}t$D+(p-
zr3|Ck*G!T7$lVUMXXDkXDX3w!&@6gq>E$X$*`b$d`+3q5*z=Q;NJ0S|4bm)2HHzJ?
z)NL$-(g`vqLw?2loW<Ce@cSFAFmMMpT+gsGIr@Cd8NpJB#@*`WPK8OZ(H?yUVu`}d
z#tNbh$Ceuk>*Yk9?RvA)!@e00+w`3o8z4%A68vkMekj{Cf$#i`&!gX~KCsOwWw3NT
z5A8O>U_;h)1o-6RHj~TVkN?aS$}?&T|LWX`t61aDyD24eSQ+sBvO!L_kArIs0mp`M
z9uf!Xf6Xw7BAcbRPs<-(+6VZJliz7Cn^c!|L9<K)Zb6X^J<p1(;R>@x<rz@p&r0U?
z*jFby4Q?U&VbXM^)QyFNDn7qeb}71m==TI1fuOC=yT}EMRU(H@TH}mJ6GeXc7;A*|
z6B>uJe9}H{@vCa77H-njYi>x#yH5_j*DY=!OmK|MT7SW7#j(pbjwR%Jn*xX9qIhLp
za>k4G4|}U3TG24EcSqG1(igxF(Gh|_r(;Dlfc``BP}Q^6yJlW8KI-E(z6{=?VMkL=
zetYJz@YuAqXG|x6AdU=gvM4s77}L9wQmufs*owGNajk@fU1K-enSB?WbK2;TMrK^}
z*xDklRVNQFn1&y8918?Q*bTrff0C-eC(E|W2w8nffn}CBk#AEupPh?zn?jy%QxTDm
zTcNJ%iK^@a>}8Im<f`-qjy14;e^jG@>n{ByGE4=o027^uEM}{kan8Xm?<--UjZl
zs;!{K56nj*wZ^IN_Zuh9?szF)(Q*qgbO2QOqYJ77M{pW-5+rYsA@QW9E7VLG-PR^Z
zfyVpfF3430>!Gke2as%h4`;o5#DL<kAFX^z(9iFg3FI*fHp=CSX=fVeD-``}H8q64
z^@r7_!>Ww}Ag!wBK;E47tWQV(@v>Una`oy=0RwAEpV-kjY-$#2pR$y!ReqI7kCqZ6
z^)UvrCNMGtfk~Lg28%`sE~#sYp?UuJ>E0qRiHp@;U-L|%7tb}$SA(o%g=T@J59`IG
zxsYm;TE5>#H@|PCzMixRc+P5jU+=m7MT6KrDAb@2e~KmS>N!f}R{2Ieg8Q!mNV^LJ
zG40ihE6lq6LIKgq3VT<MEsx+;a%H?!;}5UPxFMs&DATJYiOA#Se^0SptoJqsKp_hJ
z$7IoemOdnk2{L_a63%>ige$WlTx#~m%wpcvz4EJ@YSmH(V=?<VHw#>DV7zaH$%Cr#
z76%qM=HU}CB4Gi?vO2>~Hf9qvy*nih048^6WYp7u+ExLvfFlDpoK%nSN!A=5e^kQ<
z#slff4GHCH#zh90BnTTLOYdMRA!n#)jca7ZE(M*F_@Een`moaA$Qv}I3<N5<dHyD)
z8fP^05|k>faDR^7#v&B2&-+_x5NY}`rZ0S<m<f}c`6-ScLy2QHv0ja9%OQO=A&(Db
z2k}pR8~CvgyDj>#*#9hm`;fu=_IJoy%Vj>`9tq2Llm1<Q1sN7WOXFVqR6t4sr|H#q
zHuR<JYNNXrCqLD5L};=82&~z6dvj@7kb3f?<eDP|HN*W1FR{h-TT$b_oBmAI>%RE1
z>8iq#_qRGZVrc2?=B?kv_a`N1|By2B0Pmr-b-i?}%P7z^w~<T|@Y)09d{S4li?Y%y
z``er51|ufG{DGtSb4`=v_RtA^&7KrlH=a?u*>Q8rG~MfPVwU7~7=4gXz>3OJ=w4sP
zX}_I6>jB;lfL(ZBTT+p_E~V>lv|ibdDyz<Oxa_TDT(8)+UaTgR<V66O7emVZ$%9+n
z+qK*4!&}*1Po~2)2Fz$l@m-H|W7B-|@%~!An?TFGXVHMa!0Y$X7hpucx`Brm(D=C)
zJon3L`DVtd&U~JhwVWh}2B2(48jD~uFh3Q3m-{_s*izx?&o7bjLm2OBx{tT^ITmP}
zKgj^7>o;X0YrO&Ev{^K%T6NR$v$?F#`K|nICN;jKD-~5Qfe8@`{bZxFbge@Pl>$6<
zcnc}>MNyxaw-8W{O)7{`9988MN+F46<PRZWD^V=%Q2vm&!?oMxlGTzScByq$pjPzs
zoW${<QH3ESu{z*ibL$<(VWmc*o}+sqSo$iMCB|?l=xc?X`lJa;2S4HBm-wPxiD~aO
zCpK1{(9#^ZW)mdeAqsc;NCN%Ot3xWK8t(x(PiW8E(zB}@Z0CImzLP|xm*OZq>!Gb~
ze?nnw0dI<^==Mi`+rG4+O4lcrJSKiQ;;1L!IZ~BUt@qcc=%GEYO-UVqK$aQ`uUn)X
zN|~u2ke8?D1E;0$*V9(-l3~0Lp=E9DAMM!gI>;O*gF5)21Axs_!}o+2pTquFo!v_w
zR>yA<JS2WOV!Nr7hp1fqb2Bq7lT-5p*S`<WCg+`rj(qnsXvjzNn>jo<Z>(r%b<2QL
zyXXoq;!c-a!f@x_c+PLGYqj;^rWs_kOnyyL3a6nti^rfrMh>h^xlix6#?;9HJ^?xq
ziNJq4WxVJm7S!|UZF9u?)jMBZRF#Z?`y#M>>1xpD*Etz*qi?P~Y%g^HB+TDj6LZsN
zz<;W}x&|UgF86p`b;%6B?p(}lKgDIJ;Vbx~bLH_(AkNP@UxE+UnU1||M-<|}8B{nn
z;Smd14FNOe^KO$*5Ao==>+QYv7pe`rcicyU5lEajbo`T2Qn<R)tanPRTah=%p(>&p
zoF6YlU*Wu=)?mfhbXpUvk^*g8{`&ZocOL(kZtgpLx%0euD}DM&0~yc|-3Pf-mC32n
zlw5i>y*mtlrXe)eAQst}99E&C`&3BClFgl^m4`jv=kYLq{z^hNJ0;NuBWi!w)e9JN
z84_c9MtU?0#sWr1c{(9*reSJFuUmrOxU!m&z(5*qtFvB3&{i~W(jhHl%dIDdTi1o!
zkO&<M7mFHQ-RGo9AEpcT<+EPRj!T{oZA}<mGnI3ss3VCd^*?$oVo`xPE))I_{Y<;N
zF7d4#rpy0yliWqIoV>*eG0+*kcaAhBcwXMtyeieIzX8-tPryAA$?M!fftR78ySQwW
zWK}UzTvmo9S;IL|IW2G1l5&5tiDg^md+B+Q_qz3Zk+;^0#Jy*VZ7^|+g2VP9j>Y=~
zf`l!ms%i{KOb>A^zX1<gIsiXvopY6xtv+z`>1W~^*QJTSYhELJ>{rhM3;Hk^jJ~Uu
znsPB$?9lqV5g^Ffdh`RP7VKymDpJpDr$z3Q#DnV#PC)F61O$D6Bjq}u(K1|X`vous
zl{KH-ST8CdJe)rU*gAmBq8ea5^W5BSg`K}STkZ#FSeN~ww~o6Ucw-Y=Wzf)-6V28`
zU^!8Sk@{EG@t@+mf9uLP+k3xw7WrPl;p*UWf4ESPlHz_JpH=}(1ixqA=&0SB2!J7c
zPiG>_J|mxNDj<`j?>pdDGToWd{=x0`b6B<3PMrAHos(@<I>zeuJq<yV!{VUlg#>2(
z_TGA9nFtR)uZb$AxrK&S;*^_oPKjl)Fy>nVtuBmLobrm)JNRQiKml-cDf19E_U+Ri
z{c45W3Ee{0;&0*dG@-amTr=a1lE!BumCgie_S-WZ{g^q`y_WCZTQ}q@<q$9<6rl>4
z5th=;p<JuPk+D-)Y(%VeW$J_T<>gRc#ZdOz;GN~=MSn=1k7&J2weQDTdE6)zY?u(F
z8hTq_zbib-zB~3q=rj?8W9}^B_qdlr4y61lv2@cii_i!DsE`F#x3yCLZJfT|u6^7H
zE&*d?wK_3v6OICl0Z@-ubS*8g8(BNBqvI!>F$;T5u1Z{UiOX*{wrxFKH$QXKYYBX^
zV{CTI{3T;we^sPR#P=2+b!+Eo2S8*B1&B;3qPZ>JhtpQJqZe1gKwbrAbU=WHSHhv^
z-Efe^IqS+M6X4`NsH6qm&IGjy@C>=!h<+F6zM|b)%B6W@0k{S(PIa%_WR*stE@^iR
zr;(BL6(KYI<K*yybZ`Hlx%0u>y`So53mvDR+=>c0Q45PAi=s+~l3l1u87cQWXvU!n
z9|r<TxzW;n##tdgUtLBJy;`}IB>|7H*w}=MlV`II?4LBR7vzHiT+mNeY^E(#Kz38T
zboW}DP&oPT3!;5TMWcZ^|Ig2U5Ita^R)jo4dbC|yqpXZqf88MHU_}QbL{7&y1KA@;
zK=z1k#)fNBFyB=Vox>XAZ?D@a^c5arr=J4kzX#t7G*$;NXg9bIq=Lxrpe=tCe!w>}
zD#xD-<c!$f#E@Q}#cRp63N)|QP~|ss7c}sAEY!ziU~HaWO?RU_pYk~W&5@w(t=U~<
zL}okSdCJv#{hr)@4NyB-3@YcRf~lV4!`*a%=$IO>CQh826{luqywBg-NX8f~dWr9}
zT*}YA{I{0BuXRCl?>S(s+dv=HNv*Uq?3;1wXOhkE_*PrixV7aW`V*@AS|4z|)EF}z
zAK&GQm|7N94$7sSPgi=MxA~6#RpY~+{K*x$_5QaSKdWfev*f*4w}FG{wy~@_aC@N)
z&Pb_t-u<e@sL|rt-+U^2dG)$A^>1p(r(%yPMw5=w3fIT{-=I>N1E~`M<6|W(HC&|%
z1Q)K`N>Zis8#cC`;z|K!;ZvE4rA>oFDa4HlHC?lXC&Y0v2QuI20{lQ94HmT0Y!HyB
z8FlHHar1CX@}ik=nP8L+n3Z~;bkXriBPDI)_&fX8$st_IW??cct0_e*SsY>U$!Vij
z9wj<3p%E7%C^&l=D?jBhfap}?p=+%AJ~i7Q_#M@b>X0QTE8Q||g~0yBO-E4Ap#GT^
zTd%)b=dtVu;=GW~iY%~Tf8+SF<6H%{&x^D3IDm6_T-$1QQ0@P|2nuc4@S&kfbB$^y
z=qg{Vi=NauJeF?t_;H7#^6awSDtplGQ@_FaH*#NBiGY4?y_w^+obUjOJC8E3%x^9i
zc?~lnQEK-h?jV3<Am;N8JHUtL2AFaGTLho`QOrh#3ea+uJqY;Sdlqdk%fv}i4wmj8
zn!$JxYIwL4>9ofb4H$^|Jq+&IEFgA2%QD=5|0~Y4przh(dghoYnTXIL5M}fIRF;SA
z>+>kNBi@C>!5a-(GxA~GDKp&@cHQ!74k9O&?HB0nGcL+fV|Ag?`Z+gPi0?bKZ^~I-
zUfr1Q1!%iv=wBTsMQ+(*HyVp2E`BueGbaaapv*q!7IrrhOQdXSt09$6CeW{d(eGqc
zmsSv!4FW$eetniBda4$K-&$fgOki+!kd{cwC@v{x+|zw=_`&%wr|l!h9>H=Ery=bS
zQ+k$zQK;%`_=ds|&tmJZze1NgIhbla6^kv(Jq7d^qJKrqi;xby4y>S1kyhOqX90Id
ziu|2g|I?*5OnU)nT>T8)PqC%LgBKL!OGJ>M5|#B0+Dh=}vkbKQWnQfoR%M<F#%8Tx
z&4ufA@l)!#qZz!7<|U7yRP(6#wO`{6JT2==Z-g8(HR#s75BSqZh5EBS+taKn&j~(z
z#WHoZ63O`T-jrCjYX8ojLaM<&-46L|*^UAw`tVuA`jSS+5wzmk9^~;YQK3<_Dnf}s
zm^eUnixnES>)d3LMPPAF-W5Em;0!*?`zU3cf}oawvq{#l1cH2GuecvEzY83>+p2)^
zjz8D*1>p|}`riEhOqM#k+Mxyf?Xgc4;#lBE8iCG1iM;#-IrY};cb37ewHKGA2$ozQ
zM=zQ*>drm;#FYblTiIpuT%mY`v&{%aDA8rD&~a~AJv1se356MHc2oO?iTb#B>ZhGj
z4MGfSO0M}AdQGlLkjw3Tn=|D}igt~89!2)I@5a?T)FpCWI%V^~Ss==&o3Cu9xewV7
zHZ801ef<!IUo?#0vfUl6yP8siPjFq>2x^C*aXLaYF=s2d_e=4KXEyDYVMCTwuV`}P
zrhe~X<i!69ZXRVE_#3ElUzU~F{|2f8mMP#qsL@Zn%Tu_7Z!c<$l#^QP_?$4Cd$T}j
z7ANIoW4F8(B>+U{Tf%2R6fa6Wn%+6AWKza0U&mL_=H<5s`6_IeDH6np-f~ajoO0AG
zcZ=i~Dd#~DEjBRoR6i)hezYS~N@q`wRfL7HsXSLNf_Tq9?<tW^U8s4gon2;k>&I}T
zCyk`GF~vk8{;1SYN&!m~N2dYUbo`B(W(;Jz-?hc-2jOc!If0k>*pNTVyJ(9ip(JI#
zj`sh(qK7A20lzj*O|1IJhwg3n4;-Y*uO@x&$EPobJ~M7MRw}e_op0@<dL0?^F1`;_
z$aPBUWiEG*mkQ?lq9F--jEfmu-Ntd05^ntlR8Sa|zR??B=an1M%}`6%(u;#7ZyL=g
z6ug~^>u5f8Vn_o@2qn>=NHlq^nNDs~Iq*SyYYewRBjU&NeG;CjvH=XCFJ6ZM*sd2B
zpS30xS`JMlfPt(PbC++yA`P4F(<<)dMmDF3RdK>@>5qXzl^gg6o(lTsnnb<djA)b5
zU~*&jKEy#nN`rma%X?)!ML4#esK=3g(k)S(`Qq)LGVN}?lr&u>v0qzLTah%*;-pYY
z09i^l?=;-i5HC8=#^jZ@tKSJ|t2BQVF>qEZfn?vmmk9@Bii9vr9IN+Ry|?`&Y)EMw
z3Be#3z1W5+La&va+~C4zg#*f-Es-n)%{J9!6m)rHe5y0!DD^J8cQy(Y!6W?nFf
zGZbk1ZW25+fByLmGjw_?f>2#|h*Co<b1qY(v2Hes9BcJ?V5+oe6!gxkaUKUqWmmaW
zj(+6c7D$R9wF&NEZ3N5uLa!;*f{w$^)saRL8P(akKQ(G^5D4|xc%-QNkh%D_e8mz~
zHKx|D%3Oo}qJl@7I}^OBqL=$>Xk9y3aWeoj?<;ywrd9U{YJOy1PiVvA^<UJgsOWcH
zJGOs*zJK2Ba1cj`4>=VH?L}<yQ{QQmBF7LmdlST&z9xd(iEKGPsn|A@@5}UCq7+mj
z{!}X2%GUhYq1DnrK=Y0Dfk(y0vqs@x_03m<H?o@%%w0bDjsqq*Z+?$%<T+7vLAe+b
z>RXy2y!w)a3N8uGT{_RN!7&RQ{i_qi3n8=JWzi2!*FR63@PB`8m2#-5?YAVbhq36R
z0<ubxlqBWYBtwV#iYExdu}?#N*o$-FnzO+kg%=3us7^I|)P*##hPcv%6h&JZyA=C7
zXsvD5`)%w;VWU|fkIe>L`s{6TUL%hrZXR2vcU^HWN_MbL6{rm`EqIH{B^=Utc7G%0
zYa`Fwdo14x8vsV<9~JZO>SV@j4egL7q&^Qb#;Z$(YJbW^4EU~`Z&@e27dxnS)uzWp
z5hN75mnq%xsUg&{%WaHAgBQ?*;H1m~4(X4+XE}Wf-lojpY{tu@7wJ!6dj<F<pDA^7
ze~A>K>ouNPVo#OUpPdl7NPbVG*~$948u)SEbMo;|(SG;{|8={B-x?HjO5}+K^A1=n
z2^DK#hr;!Z3AlZvn<@FgN&iTbHTKhHR6R|uJRqEa+_xM-_FV{KsqS(G;@U`#pDe2U
zHd?wy*h0jmDc<2qnFV_=%}V!c{`4NDPO8;5NZZn&Zs<;BRY)0PA66gPG1auA)teU{
zEnQj^dl~Xq<N9Aa%-{PZ|B7b9a_qDUo<^=pM}h{}(6>--i6}H+3C|!>_DH3$2}t_M
zdNmY~86}c}VjP|!pBg^d<+6=j8H00Y1pXYTOeNlW)U1w`2i|hMb413T{9$~kSXJz`
zvj}Q7QGACwP7AR_mZ1w*HSa}%<^!eTe?K}jAt}2W!8)^@FUj>WgPC+hfQ_?St)MbS
z2|7)27G-^TaeERHv(=fs!g6WqK@ew+*DJ0Iu7N;5o943YZA|YmGLRM9AV1SbD)_vO
yI!^CYbhr{SN2l#jZkz+_P%BC-{U8yn-9FB_Az~j{kEDA9yd*(#qNT!mKK~D$=oGyG
literal 0
HcmV?d00001
diff --git a/log/zPythonScripteTest/err_n_plots/IterPlot__noICVP_Vp__fwi_FWISO_iterate_m_allshots_5_8.png b/log/zPythonScripteTest/err_n_plots/IterPlot__noICVP_Vp__fwi_FWISO_iterate_m_allshots_5_8.png
new file mode 100644
index 0000000000000000000000000000000000000000..ae5781c41f237a258b95b371f19b9c8ea31f2c4c
GIT binary patch
literal 47463
zcmaI7bx@q$vn`yE5Zs+0VS;;bC%C)2ySrO(5AN>nZo%DUa1HM6%$?+Y&v(AxxwlRg
z{4@1T&3^XoUcGwt+M%-2A_%a!u<zczLl6@clz;aQLKXb~3mO9a$**r|1@GRq(25E2
zDY~YgW|*Yo^|#z+Au^^FC<(up{Yd-+m3>i^*dP}A&cc9x;Qi+n-w!}GO(@HBx+q=R
zM!N3gP1j)@$)6t~U_J_?&WJ<A2ih;P&90pXW9T2V7gS_UpPAD-yzzR;0+p3iR8(AK
zoHBT#?^kbhLgI)SSh#gwxyAXldL%E~+ebD%#P*+WhzFd%L+nxf{CE`cRihJviUNJo
zAAN0D%h!mm^0n|#Z-2|+lS#t_M+S|IL$#1>UyJiu6X%3eDjE>~`83BETPs!co-pJ!
zY7W1d7E{7y>z#xqPWm%Vt|)F;^QR0CJA%$S(HXQ4A;|pD6lyn;(t_#Hvw{#A5RClH
zknmjT#_UBXT9?nG>|5b_bXv6=Ygrk(jA6;dW}7b21=0>(Yd7KRYJFE<C)q<4Y0hJf
z9s7xA#8?rWTw;23ywR75%+z-+gDi?NcW>pp$tKt<`rtElNAVTr(Pu|`bY`0OLxgT*
zupAFFd)*$~pGI+rhys4r1|jkDLlYSx5C#Mw^N-;2K*JCP#4{_`z;EIlC9_TI<GgV2
zml@b{w}<SC?e}ncKTeUTCj*EvI?n)5X8GURs(R@7ed9j8I!T2I-Rk!ViZl39Ixv!q
zceiRFYN-c!7D{lmKshhtCkZEQCWaO?t7=LK;Yfs4G2r#QGC5&VXB}4ZxWGz^C$0f+
zFRo$0YuWuDYw<)z1#g$d!x!QJWch{qGU1F&^CPzsBWX;i2Eb}sylDk=w+U`R`iw)N
zTvCgajh61HK~kI=iu}C3q7S!zTEJlLorWM|*hL&w57W|2LEGs_qljR>au_zfdTO}&
z1-E`*!d|SScK=hmufMtrw(xP=F+ttkf{020N9#qJD$<toE^SN@co9S%pZ?vS|6J1r
zpC~j@emRWLYUvQ$H$~P?5_nSgSBx_c9J5||1YB3l96c%kpmG))O|G&?dPkNw@UV=L
z$0TV8#bslfDFJB8DoV8`uBf7^AC6;&GGk=9XboCDiPD`GQkIXMR--9`xhn2$>Z^6S
zliA8loT3k3_`IFoW^3^!oHEy79&;77Xnj4l=%T|h8ivy3KhE(#*BQV<$JF6lGWV@S
z(sz!bgfXJj7jpm*NujBOX6zW|A*M;_{n0N3qnO~zQv{1bhlE6=c00-`LMtpLEJJ9O
z5(5a~n)<WnAgd^CYeY7{cu>BNJvJw#P6EZ`VS@nHrfo%QnZz-4)%d<aF;Pz4(*d@)
zACPs3_$sGw{hi$Dlt6_N9iw?sIkL1D@_$?Ae{Cm;SUgXig(Igp=0PtSmQaqg>{ndu
z3Bwqbg11a!_b$Jr<K|HNakgRSb=VDolF~$7q0k)VNVL=J#AJR_qz^(p+5kogUvcvA
zqU5FFVpmB6%DsGOU=6M8Yl~*XjH%$7xBX8(Co|kU&Z3yK{<^7ocrvs4Ht8^1a%#<l
z3Q-r3oYt~bx2225WN3#UFx!JHFfGdrDA~S*xi!0&4~Lt$tu~8KvmfyjnP1ec7wUgW
zrySQzQ%D0no)o}#zZFMZ$$owEnjQ*%`ht-#C8`_70FRVVafoQ8TG4^AIpfSP{~)t@
z!ntidRV|Xfd2uolv<3>fTea$b0otETcNN<Vh(d~)fK|2_06hDAO@7P}hr#2vv{NSf
zvLd&)ykHDXGmhCdYFnw3xS`No2ZRkIg{DLJ!)4?+{S*DK(ISxurHtUJS3eh}$eOJi
zNE$XC`t=#BnbozmaI3)y*$%CmB>kywZ}zW$^X=cm*z*7LmTLdLC8=bcX*ql^bt?K#
zBEdpAwJ$WS(B)(M`n_Lh;x>xIePuL|Q{mcaR-9tKkE+`95$0v&_A}_slpbFsP^D>)
zPYhyE3ROryZ+7pcj6MrN>xJ3%NbCp}3<}`FecShjQz<#&F*|Zh&0^PDnmG}Q)QFE`
zYeV-~)K4vNhQ(Qx|B^uzh$(FHT|s~>vnZ;P%20n|XmU|frPwwt0`gw}cX#qS=3~SP
zqSd|Fte-mX48l0M7Tf>wI{#vz6!|uVpKO4fVFD`kr+L%th9q@|_}NaQimi7E@-dbS
zjcJXg@H8C*#qlGi0{aM~Mz`Af3JXeyHYivv&8<76uu>=_XiBXL6qE}!u@?npd}4TV
zKlkRST6@L{yD2Ih&0hqmAtom7V@Zq45%1Erbu&KMllR_fNgF3`Gf_H-f2YCum4nO_
z`CUfz`>m*ScJNM5Fy4{n^&T_ydRQWwi7>=Hbxk$%(SfX9W{(s6oAr9_FE|=Vq2ee7
zbc&;>`e(=R^aRHLfOGh??_gxoeAs9+d3ou2BL(D%Ahet=P=#0SU(vnZhu2|+4q?%9
zzy64pI<39Cg-%C7<rjUl9~ll-R#FNX+9oO68}}(|7FVuVruUHc4>4ruJ}kmtPdGhB
z`GdzluL@dQx8vi;nn0jTk1V>%SdViLS}|0V6#JKlr>A9F3r!h4H|A7db4473+ySI<
z7J;ha#ZQwmaG#YOSIrN3*VO=OFR9a&uZT)GsSdZ41xcX7nzd#r6<kw0MN$h<ZJN|+
z=<OerR@lw?=2W8L*2sNMlq5pfN(HRF*(I1TS<ZMLL)Br~a|@w8W|;JxILV}vmjD5U
zp%SKHY%=LWrmZWba`cD|W`dCbGfV!AT-l2mNuo9<C|c(dx67xV&r$M`d-Vm?ii*eR
zN+0hbz7odAxe~N}390<djGZkpuRXzYT-<h^LIH^8eY?U)%2LqM(wi+jvo98rd-?T&
z?xfg!d3wMb)>8FewW4+F4-|}~zTSQ2uwLZ>%&gAb9T+&k((rf<SbS!&#)v`bg_6SN
ztvy}=zW&Xt-H9a={MolGk8`iesoMM1y1XHF6T;a9t0TU@+iSlcfJVBopd31M43|Ww
zS>Kc5LuRpH>ABSp6w0q<c=l7c*`5PoJUo5`7j4djge3)D+r^Eyw}_Bck8=koPbc+}
zANOm#R8eRs?2q|k4GjtSpqq1_F82HR0sw<uPq9DZY7@8J^WB~g_wCW_WP79g?LZUI
zD)dSY^wtpsf9NtcZLr~T;^%*N1Pp{q$do0PlSpl5`CJNVtGd!ez2Arv<C<qlcY6=J
z8$}ApK^b+CI7Ys`e?JKlFK`th1lnEiI`t|A3B-vwDX?M-Td(t62y+e{p<|pkA^d>f
zZ}3aMOBaA^oqB=MM?q_;Cm?_QMHz2MHqT$*vVrblXAr}i?7{aQ@~lZ#43d(XI+c_p
z(XJ&=?em_Xh_=vpphW(TeG|Vdwvr&S*3W?un{`;~SXd`Y7o8j8Mjl|L6NR*R0fo^j
z;yqz_tGJp(&ri6!q0bH0A^J1`!0ZG^>nq;__<(4iw-1#P_A;hOEkk!6-k_YJrKD0K
zLWa_laIIf@1prr%5;B|zzr1qEJ8v7wtXpm`H7A-;ld4p^Jo}&2=%`=jZO*u_Bfj!n
zmmuAoY5)_UjAI^sEvqH&MWBg(gNVNhpD=sBh@zNTTDonAwwQ&DCA0giwbB3>oKJY5
zPI$}X($kulwCxXVKo^6-E<BJ>@CRO-&0YghYi&MV__O(JQRkieE!T7}ORFss&imiP
ze5-`PG%X|~o%=LdMO%#$aKHNOnR>qMLTNFPvXCN43QPn&v07*H`lN&?s;H!cVs>QM
z-DaxwUR@>_Haw3{g9$QUle(mAtj4XDW?UbWK+mb?Iyap=h|6m`VhDeWv!Gxh9&e}1
zIWCHu)w+g6V)+@@^@@#+_t_&PKwd+`sRss)bJ%TPC)0a(o>kDWCm_bB?f7%n)9>Nl
zpxg6gy@$>Zbgw5+Ap2+F-G)ta$Zz}UdEVyNil+7T@m?{czkE|rkRj!w9*JQ34dij=
z&^)&40=l-t3m<}#;cl-*&BwrB?CcN{jN-WR-FUfj$S4OP;41p`-s-T~u66=u=H{N(
z%0TJpHMyGTe~Hdgx0(t5u3KgZ*UM1)f-*GsGooGkD(F}F9Y}^#V$|?wxBs&@$OFre
z0Z~msNvR*n=i>4Xi5-(x{c^0X$|<v}OteM#fS&0J(lAagZ6bH^Q)$I=Cw|i>qrH-@
zrV49C3ZLW#mBH~ztEYmIpB6Lx-4}~B1I`w4BVVk>IfN)SWVccv9Y~A$$;g9?xS(;r
z*_v)uT9)o&MrMuDNu|_>YDJm8Bh^^Y%}2zq)xg<Tj4Yg{Izlf-%h*(u$Y``u{e*;R
z>%QYOETd|b0j(-sz+p$8zxw)Xg5qT+6|kc%hi{3BB_&6gCtAC{M&F>Lh_4Y;;_yk~
z0==jRV*O0_T<-&^3<0CZU9QziYL@5Gyn;-M<@nu8d7uT*8Z|}?O(Ytd=R5J4=CJ3X
z3Gd>YD`T}5od2g=c2M3R=nV-ebO_&t=eF}6M?0-?{ose%*S~?VUf@4EM!OMpR=>})
zZ+Y)%JN4@ctx#HY!xt&TLlgTG;A**@waGfLMV$55UlQcPe%9>&bX$QI(^5s<K&iZ7
zv&ga20tuLDvRQlHaH+2A$%`h~=k)r`DXXF3cEQ&xL>v{Dq-`#$Q*HW}<zLb2VW-;(
zo5ZF(6S{s2(??<7x%s+WWSuelNEW0#Kv3=S?4w*|*LA<{_4j#w+XWnv#>p)LcT;Ct
z6KZ%eG5d3`I>EmCj=Bjp1}Q7AXH2{t+oER2S<;YrAVNTFUv~6&jGz`CnDBx3s^3bK
z90^s{uGORCk&Yu1t#nEl40#<>#g}ZWE}z)g?j_ggJ5(MQvLb`Lw$eW+1$EEEDTQI-
z^du5bbz{kmW-ERAMqO9dD{>gzuRKDM$d}$|h*>dsR>`%K+G6CTaSFuAl$9Oz?b;d>
zm!16`Z-$Pdi5%VxfGnIPd^8UF5lQEX+_TACJP9|D8KEVQ#brmHWw*_)`3i{mY2N6m
zVVyl9o1{~IAIsdwfa*su<3<UWbY)<vVh0mnKHtpX*m1b5?QzR~74pHDr%CrZaiA#c
z@jjGHa`CYUOWV>ks{r5W_aZp(&uYUE``CVJKAf8t=923)YZh-J{w-J`dnaZh4WNAj
zM*3Ol6!_Hev#`j|aGCQ~o+g0BbNmmD)`5R}#MHcKTuxKnj*u}ov*9od&Q6x4X1kR-
z#=Y>NY`$9&eD=n;ZG5$hrz`&Z&VvkDSr3GxS+@yVzrSC`-MF9R+JQc-CMO3VaWQdb
zMGG1(r-&3{{ovs}zWuQt#lqS&;bl}3^3ciZHgnLkto2Vy*Vyjih<x&+1Apm8pNEh{
z%zo0VE?-O8y>%tlgUqI@V>gs+zi<*X*=Ew%uq$M^+U#|F42QXl{{An(P~V(y94{Im
zqQ^vjZj#FS<})D?u2Q-B1#r%J_RAYG2)_Li35l77pIGJdF{|b4byk)o2qXg9c!smI
zk5Qd7B?ya;mqh=Vg&CN67#APiFvFlwkaayScOI4I)UYg@O@W&&UuuECS-+amR0coF
z^Wc;)W0QT^`1HtnD?*v~DN2^YV;<YuM5!Ayfe7uO(4F?Q01KCcJYEPg^UN?LG_}WE
zH2i65cnl*I<8HexY?0|FBvjpP&IfK1cgIi9;D&PA`l^-zH|W)WncrkpE8bayRwLs*
zM&_QAmLT#Ppmh!>X%X0g(!D0ICUeAaG3_EuMO|Ct7NhTKRqyOT8K9+-e$54t%cV>F
z4kKmt-X3lZE;q>NVnU4FV|iMJ_u2-f<#}Dr$%zwUDyvR_RKYjhX?Fx+qie5{@OAS?
zwgHm?Hhe`z3+Uyp0$iiQhTfhL((GS|APGYY^v+b8|L{fV8ixnHX9WBi8A0vzj)RgS
z9kdv)I~;nqnc^RmB^4FuF(#R>_bOe^3S^09e|C9$x61-)QBh0F?$(9wV#bqr0pl+l
z>WkWUGs$p@59za;p^anTFVBOm_?-tje}LH$2^%WM!pyvn$$EK=Dq865XfX&%C}VlK
zEEM5+iOFhbIj2DxHtad~Iq&hhpU(<*CXA4kfhICcN`LF_{Zmz!UyUd!83?&<r}!;~
z412R)4z}rZ9)ls_60KGiJYNxzG<|wM2z<K7r_XkY9a=eNsXE-uTPTt_mGQY5_D3RE
z4-DQ6_{*)^@@2A?cQ(2VD$e>!c8-s}q{_p(-&a2N`slosgv%@+O0}Bb4yb5*?acdh
z)m&3x2X(vc6L<_-=^SqrW!nn>kqR6-K^<^iptWn4y4WulysyJ?ypCrzGB3voCYc#c
z?&AYa$Bkj4Aa5sdDdl}Susi2H%YOgis4crC5KTNb1g8o^3%0==9gChZfunyerg4C|
zRWMK*#;bRxj`^^HLD5DhTYexa)pXA72g_Idx2XooT`DrE!{!zMZY6_YHp1vb&@agb
z1wn>P<!p)uRbq}2Yjl$W1^uasz|b0<h|)0eQB}|spH{ljWCrl?=2bw=48_jK;OD?&
zA=3mHNA$-gT!?<i8N%tLxUh$Z32_{FBgEy#Wk3L#a`iDr7BP&l!r2<&r6b9I^A(W5
z8;E^ZKNQrWgArc3y%9R<e-a;5clxo!i@9OU>Kel_(a^ufDyKYPns>BHCmN!a@A&a_
zt?en@OeBM`Vl!}nR`52N3`HmM|1SgmXIqL^s4k*}Xs%maxH>JEPq}D$RwxC8v8Yjc
zRKjOX>(QeWn91)LUvH|C8@*||SHU6mk@bmHYdF1)O6&b$;>0QYfR>6V)4Y7nkUHY)
zp@51@buCwpb%dfgNZv}^Sr#jvV@hH>@>Ra27NZ@#ioB;Cb~-Gr(zd4Blsjx{Guib^
zWR1|0liHM8?n&z$0$a7xg*F$HQ{}hse*IC?qGAp-<lX8TniUL&pOX$V=5U%I=;q8D
zxK3CVD=h<qd!#kJ0~%pvwG~bAZ87QTn<d1JQ8rJUhpbUdRe{O4+Xzc|1r*c=|JA{A
z{^{_vCdp_yF43?unu|1IU?=`j?f!?_v+cJ1ITu&a>M^I+XdXb$u%oRUl#P1BH(cjs
zFj$d&|D_|TQ$SH%Yo`pK6$*$~#L!;ds$CFq$l0*7mt87EDKM2Qa4UYzl9Bt}EM57)
zPcEe-1Fl<ke1?}2a^597Gi+>4ee8PmAWIyjbeW0Vj(V}E!o*fwCY(N)3IaV)U%(MX
zB7Uv7PO3)yyVB+o6Pb{c=$1G?_M)6VWpQ^j^6<lWhGkgD+^q`CvJ-sY7N$~TtsY#C
zUZ}u}C5~=obt~q4acyVsyB?uU4xm}(6qpQL4*PV>RJ$7SU_}xz{!Y#t@H%MUiD+*7
zb;6DS=D;txK}yF!8=P;RQ;Q#hyk35keE4(_jkxUgd^&EDas8^LlrSD7!~4i6sncTK
z+i}m$Yq8M7Y{AOR+;DfkVR2L3O(vOPyA6Zpyv7o(j|1Lk$f@PjwxcxG$<zj0laZ4p
zggO&euA89~3!l4`w^t9n81gWmm)S0^i_LIOg}red7Mr))U;?*8-cI{F3No1<07AHm
zp8o!-^K+cf!%lC@YFn4Ca@Be>xX&^vnrwTWD5`ur8x)2IUY9xl<udZ`Kn}Bcb;dO1
zWo4}=a3%!a4{v(dV=1#2E5~PA^`^VgK2J#&K5sbG_Omq6JmB92w|(Js9G4IGgsVj|
zYcs41tDd6<b=s;AV3f1EIq1$4MpPEUq|+t=C=^A2y63S9&E~C|cpuw7pJBxe#|ir!
zv>OaYt`*fXwAoIN0JS}?8&|R{O;sQJM{OQn5t0z_myt&8Bmd|>>R>A8KBy%VIuu>`
z*oRX@_{~(;tE<zAEQ{$dsjHb7-aloM#`SQwzjUZ{{<BTXtsP3s-ZPf>OAp%Jl8LUC
z*8GEj@XOJ%458QD`xebNm99=KmpPuVc#Q7FU2qY~6&voe<I!P5{a6`}Yc{lApl3t^
zFd&1!mlG%Avz?1(^VFLZghW_xx6_yf+9q7^-~Ovhsbf;B5(r&}Z22Q*a1|On9molg
zN@6c%@?kvQcWs31xZV^K4dQW2zaDN!XORP{#(k)Q$aPPVdZzPkC8tNmn|PLIW}Lw-
z7v1An$pg^q9{*v@CW{ULK8C(Mn7>S7W_CH16HKzClR4gln6iCrP}Dm0GsJaT9V0{F
zab~c>;Xg0v2&${wmnq}u4<{xzVo)uF4jss;e>F22h<F5Cbt@pPC<T4EBV>8|i2}Hq
zo2}Z`>Fsk748e$5g!jh@i4xG*vH=<a6!IW(8;kj=0wHE!s{ra%3`{0LrSX(%OLh*1
z1(~t?+tZXrhsFZBjU{dYBh@OWJd_10{i#uDI7o;rS^n|LB0=dXL<?G!?~8>KOlf@4
zpg3lJIS46!!s;ZK!)4Jjp+?-{L5dH65uN)^rdA!o6o@)cW2z_wfW8k4u5$FncEdo@
zIfa}LeUBXsp{0kGDlBr;XO>xVs<9@Vf|-$DI+H8#>0F;o9pb1}^&<yP^cooNbD@HG
zqQ~GyP)Aj=ESgd(SUyVc#2&SO+AtdkRX}35J0e=34#!mnm$bL1bsk+^@aEMTGGn@3
zS2Uc0N-7vTrBrJjo$$z*nG-xt=S3Pm99^huI9P0~Qv;q)i?UGgaX6jN!6nt8U;Nb&
zCCmt#DBy(0W&QRhmZZ#UBaOqT{b^P&?*7`#XSWmq<Z(Y%SA^fe$SoGjyM9v~5`ovE
z;&q-HCA7Q|9)-<gIxzO=vT?l{TTlk9+E{LLxoxg_PPcp78YFPg9UO~{<RnEcMHQ;j
zo(H#>hL0Hif14V8*PZc(Dmu+h>$SxFET7li774-MbxEGKze73{8~;R1&UMu5s7}^n
zmClR9;S6(8I)fXyQ(|4$^th&pp77d5*tn+y^&FNCZ3ij+>6w};UzQ17NGo-^Zc|Kj
zJoc7=(%>FFL5IDl(Rq-VA<TJ9*}{UzSr)2xNpf%u{~rbRTl>X!kIw7USw<Q-pwE6>
z7pXgFzx6Y6PqrP?$$(z77~kF|aX4qe62fcN#>2%{@M+Q2`AdlH*Z~oir{&S_VFOAk
z1_T5u6P~8csJ2Y^-_uE8*t#py=u}rSD@Q*3Wloy$67v`P`faEDp0z!v#r8A3B%ile
zBT}yE9#?I^7!byuM6LEZLM8FdYiGcUG0Uf;rA4WrN~cRmaDwA{DDCZGH%=yXuF6JB
zN@_O%CXdJG(9GxM6~pU!p+dFhZQwKEN$CfeojwJNTfd@}{H&zv_2Yh7V)_Jpv(+@p
zF<@IoB*zEr4l6ie=hbqF8~u~wb#)4jH2ift2mE$A?HVZ%Tk+_bf%TC=3A|(9=8<@B
z5zSEdkm)z86@culF7@~jI%mMo_Z>+$S3EBOh_15l6xLt7%>tfK7$L0+s3~Z@0)!ZJ
zQFp$~rK026C(FC8D%R;W`p>%>$NZXs|5;O97tMhsF&aC;GOKF`qLjt`N}o&3?8x`9
z!}cx6Xw$DBSHFf>F@c|~Y+$Fmbs{|41am?{{=kC$WTrACSpyF$YUTcy-E$)d1P+tV
z>$MfIih4Y%^Y|Lcs;R8?YRz^12$$$}S-Zj9R3C}WbD)sL<pz2Ux;<98U#N9rG#=|Z
zy(0r%0Znv#y!xxW?Zk|XocFs|od$tAZnu$O%yzSF2Mb3hBUS0w<Dm9i8&I<MQAzMw
z*T(u3Z7@o<khjuB4jQ<8k)n}Bv|e`6Rh5p>YS$i}gOWQLxsyh9ZX?rDHI@sdaX{dM
zckh{l0Ta!t(o!~Eklr5!$ES6-3@jE_wLcB`q|LTTlCn8o9cXnNrGu&e&cG?!;IKjT
z<Z0}{_20o495zGqxd^X)d&sK8xdSH}p}Xtd)2+tyP08zk5+S0%E3A1|2b8AWk{aMo
z_tt0=Ts7o84o<odQ33x;NUeQ`9k%7&jmJL&zSyw6#76L+stC|6sTUFdE1(Q$xqRsP
zdJbGi{Zp;Z(cLK5T~_%3Gcz-H1D`DfiIYaF)auMm)k7c*87xhCQI={8#5h8PR@C((
zOFpbLvWAOlWfb82<wj!tIJ4gLxA`{X4a3^Yhx2X1g0aMA*6T!Fs!iVE?K@u#=w`}V
zU*Wo(j+?@U2BcOddCpVK_O)jp>ui^<oB;AVI$r@wN*JeC(+HnA;ZmBMB=SO3^LQ@*
z3@$0OctFe&ieItXd<<C4AJ*uchlqmV4_BtD&B1UGM;cX&X@P_zr=>OhW*O(gW3SUF
z`CNHwIGQ+6p^+w-Z<D2tV&-zWUTwE>lX5-D{hX|okjiS45`t&@tNL!-&;Mw{{rFS`
z^g6KkL6)=5KQLT5Z0MaveDTyh>a8(GMG&}h7=_}j1R?50F`^KYGckvM<bXHEj966%
z?EFm4eNQRi)GSv3U+P}BW2{u%^}4#6d%t4bskXkF3$(GQ<){pfRbJo|ocvC4Q!SBE
z$~%UfBRK9U=j+ZGjy%Byhw|XJm7)|G{H0g=m|;#^-E+BKQ=y4V`Mp*fzj*Kw!#q8b
zp`Y|Dv*MWWrusgMmjAVUgk(MRoG%5JXT1@<DUjpdqI7614yDPQDNE616@CYS1IjsD
z!89y6DY+jOar|n`pgTqfmUz1f={7HFu`5S!p8I~B<32r)h@g!OfW&i?8-fScGBQfy
z$RfRePqWi?v>P5T6l!;rRu3u2bddtUOsK}d<=~pvcI5ZUx#v+MFX%Wvj#N#jnCEFx
z0uHO<!VB~pjjZARFn$NAWp`l^bQyg}$aAiWoazp!1yeF0RwZ&wFX9@Z%!fbihA7OA
zhsWCnXFB8QL0H%rcpB1m@6YML{_1dg#|dIS4h#hU;-vPKHFQXvbUK^oL-u%D6X<}<
zXL#Q!#%Of??ez9OY-n&IOJ1&Kr|AUD*v&S7t%J3=)+Z<zmZk$jw5oBB<D{-u4MEz6
z#rT-7E@Ot$yr&mmF2Lfl&n?oKsl_ZWnuhvvC#aV*jyQ$hJAWQ5QvKooCD=^GZ=ZEI
zWdsSlPIgBtoAnmp;F@e~*4qm%`<KH1l$NTtHy)J7mwo9KkHt2+eM+i2-sYzsNm9?J
z6dxViX&>&lzEv<uVQs3X(X8Jt)F60$=m)Z}G)8dio`VUcnMus@^2oW@zJXH0(jnuX
z*GW$n@6E-D(I}9arEx5y?WXnk{Q0B+Xth4WW<Iwm<8$>pLnsLG@V<bmFm&i^bf@DX
zR#n<Jhqt})6^9nn(`Bi9Ui#zQ@Tv?>7co*a?WdO6^1<El^fxNcj=YeY{WAIux|jLl
z-GX#?=IKHm7r}&)AkD_T2xxqa&bLp5I+1(&2Du%~``*l{j5^U~CN43l<=!g___$e%
zK%<-I%WSK<7Nmn;v~IJz^^=2j+0uCJ`}OHd)~?K9Y`irx3Sv2II+4q%TdvIJC1^Wx
zA#R~t;ZtX>%&B|+PqePgu$Pi!D-y)jKR0t{np9KBuk3^d$89-37L-jlVZC;6MR@{Q
zA7ZL1=stun#$Dq{`06~l@B5s?R6eVf0rfI=FUhnYhbKXuvq$cKc#Mjs^8%P4`!Tm)
z9ew6~UDDZbb)b1O8@UYjyrtT|JJuir;OnTfFqO9-r8SjnSDbGF7*5B&(siATm6pOL
zyxsduG{3prH~k`(7d$$)=z6V)Ch(e5ZAfw^Pb2~xA>NT?(tFSJ#oY6<J(rlgb-2$D
z6z(nXeK?M0d+~*%OXjfE?PwVKL$?nTsX&iijBmGdWj5_CjRgf(51szP(F9z(50}^#
zO&Q+|g5GW?s(A1ER)YyMJ1iet5k5E01A%y+Qx|3?_->0i%W3r)*Awh}%?1P94;Sg+
zV5rclGdpf9Y;8Tt5qQS;81tK*;4&}rh5`$UjQnU5(44<;i1KZPn~&jVXc&9we9GV?
z51r#S-kSR*Hqp3?{PQ5gI}2yw`?oA%#-O=FooYU2g;RP{^wrllYqoAX>}{Hr4yYv%
z5c(a2cd;<>Q#TH9V9(#RzqyhevpTJwB&g*vC<eNpGzvH1vpS%ZCObx#ShO*hD&R2S
z?C3ILeDM&tpKfnu=ZDfymc6wUMaxoH(~}Dgd%hj#R4KMGWXUO!qv7eLUnu5CTtsC6
zS{g&#D-<)b9N*AHlY2dMGVEb^rFy!S>cQ)EV1)xsRoDVC!)DdcuQ&baWqIxBBN!<I
z46Y|HA_kSoiD(yEv_LmwDxZm(1y1x%zB@TSDD=)7VBXSc!iia`Ppg+_-opLj_V3@B
zyX9=d)>)!;V=CRsfy#ONmMZAUEDlXn5Wau@h_mHEQ2J-A6VLp23JZf~+d6Yv9sc)|
z9N%I(-vSS#)<S$>A8MzP1+8qMABAxYu`L~nNnf?<?T3!B^?0B-eSv2QbiI`ZhTu{K
zJ+s-jfl|l}4R{VQA=+=m>~`hX!JUbd9}9m8>c61)hd*XC^#q~z<P^SBp`Nn{gq~z(
znt%NYL>Xlbg0!9AcZEe2<zp{{=tmUiiSw1Deh0<85znhS=TdAh&+t*=Q_+tvf!Kl>
zNdSoJ*6-7CjHGoW$rW(u+u{|@+>*Acl(I7g95@NB*7zknaK%h>N<S7$(HEe1`ru|n
zPnp*Auz--}xYZ5e|H>M+e;Q12ETk??QmuamP$Rg1WQ}}Bia_R`d#=AqBZY+}BY%7t
zMGJbe*q(uv1ZJwVG0Q#OFLX^eH<~m_{tFgH4OHUg!77$I?SlILpmWMbO(W!(2ph%E
z?yY(_qH=HAruPY^4s?n~`te#xY_LA;N7^DJdMZP$@wIa@IVy8|l8Cp3zLMx#4f3v$
zM?oz+8yp&ttqS$33M0e60R4`k{NdFyD_(=lV*A4?UxZY9a>?tH#p9>(amBX3NRBC(
z)u=k$AvHhc{MJ54_k0_%h^#*5PUL2ja({6>Kmnh1Ks=fz*oyEIHE1^BELcnOk8$X)
z3@@I<pz(E;@gIS(9LDO2Y7hx|Zn=S&15jxq41`~1X<0!{o*8LxG`x{@Pi1D#${xH1
z;P2J~=y5mF=gQ#i^0}o~B#m?-cv8N#ilk<f&oRD|ISJaMnE9h)pkNvK2?>JxK*HAD
z^r=`bLCnY;9|!@?{lF(xPuo<bk(G~mC#AE$uTUCtIH#_&^(g79p#0o2AU2t{_7aQ=
zNR(N!PsL{8KVkTB3q_aQQmS_T_)?tQZRc?*pAIP#3>&OEMe|uvJpIt3@v9K1n5)wD
zCRu-$<+yinCy-LYNmw-kqvBXK>|48(o^?4~amPtx2`w1Mu6+K>a)v$%78nlsYb24t
z*zw1iMjC-8L$ha4Kl8=584Yq<Hhj?*$1Z0N0@x&A5W_{6y>!_C-_3fTrlf2Oz>#^b
zFKKwf=C|1EW)Y)chR~tXsTDVj5qS^kX!bkg(d>}0Xfn~L!AIuh<>R;zy2Yaa&$r)<
zkD?wsB^N`c-k6*MJ+1lQehA<P!Y}6SsZG646e121p9`&n&I^N{hhv*$Mnu{;QK}~C
z6>V>YKt|(>SH!F5=s%5AnU_$BaY^?=Z*&#!Q*5@#sAKK(ZYL$V;OjUiVYy~>ay&yh
zxEZ*HMH;oN5<Xo>@R@Y^27d8cs4ZOZYsS-Rem!~rUpeqc94?SJ^p*t?{P@Sn0rsSj
z6&91eS2ENesK3#tu^W3>aq1VBR?f*=6CY*Cn6Xs;5hSAqJ!X+g5I8NI(G5%>#xV^Q
zJIGU?M`v(TuSzD))>X`u$v#j>9rzMpn=x@QgyLH5N0HHwF0OY8Wb~l^<?;#gGp^cP
zsI7K(0D(ac_I^Ly_pK7{#m%`k#k@x2Y@O6Yd}w!FMOll(5+Tq1Bf@Z<R4S6lzHdTY
zzbC{{zF@6RQ+u1imZL?EjB&;)xP}_LPVFa(&yjpu!|1MHpsyhDLZb6z`pFo~ao{JR
z7daKTXzXq5EDGzwM3UG4R+H`T+Q!Yd#$o6s0kt9tCO7%zoB!{<A(4b(8*Sg$!vgm<
z6c#<imtPg6f`4!$gss|V>y9Neh%)gD*7eCs$=J~?Ln@|@7jBQ<Xn#=RH&_pu4E0kg
z`!U{%igtr5q$JN`%5=9akIK)c5N^8Q@J2spobS6!{XJ~PPA?-715OFX*tP)=ckdao
z1;5poKTWoG&oq$7c_l^Z!>2){!Vr12BABr<MJrcK*&LOCs`5G!Stq<Q56Dz_s#iv6
z9=^744tX+l$Bf({bO@DZOvNUXX?g7RVv><0Y{*Csq31&WtfU|2io`Xm++k)(9B>r+
z_?%uYTBT0m;pOW#TR-f<yYRc?Bk(T(=9t$*ZT@wcsrCLzjd<FE8sP^5vcAB+U;1#r
zQ*h+du^Zkt;DgLDI6^A5A=lbJh52%(iVvHX)g`J9?klQ)3TG-rAZ9Nd$F4lh<KZ8C
z?k8{ClR-uw-DL2{UI@6P&Zfv{CYA_UFv^E+!AthGx5XqbQ?Qo@+SM^H_!A`o_c;hZ
z`?*c8QR-Cx?kRk>Gm^D4`aozTtNtjz^?8JXBp)>fSw4RrkCz;|I)Z#25gWdk0vb=w
znZ`g8f#_#Dq~A2}qiR+mwv%4r739}@%$!0#dRd3={Kp7B9eq<os04BvC6xDx9=^nl
z%wzZ$%2u4r*49vi=nUT`@tP8OfP1zme`eA0t+tWXP=A91>|FhmAryMpxH-@N2E?B<
z`Z*J55y0)c%V$~xDG%Gh6|m)WRAP^O+E}Q4Zglz?pS2@(owE1t$d0nWc~sMY6HdN0
z^*v?I$cnCVs}gHoW0&~S0?UvocBwECN12IwlACtm2y#EpVf>WEf|xWC%?5@bE8ie>
zv4WOUvrG}*bnN>+1N|FSNcb$|RwkC);F|unGH5m3Zdh)oJFoDVv`WUCv7bGrdZwXm
z8f@y5DLw7tFl?87daA}w1p*lyq?DS}n;9zU<cb)6;t40pg5Y8*{dGbS2!Tg!9+a@H
z1a;6D402LaPoys0rB|1CO=H(Tg1t+g^{?nimG+Yh({=;<cEvw=i!6TlTSCDey?<ha
z2MFCp`0rrgFQGW>!O=rPCf%kelZ;>~N#Jrj9l%jCD=_-Wm{71p*<ljz#Ee}!jS*KR
z>qCe~J%gap*}k*)!;7aftwt$2N3H`NMn|;_sgY)ZHc5P58O3yCuDq%Pa9y)inSxb;
zt27ZzLH+Q3KZxgNanX#N^S5{95}a7Rt@GPV7RocQ6Dg5tjunMri#GFLDJ>znwRr-M
zOKPIgjnkxMf9@%|Zd*wRrBD2-k_maB^h^0sYIy_cBu+^^kW=}y2$MT=Iu@Ov<=}%_
zfH1mDy11Xf2dbUsalB#7&;~e(A<g(b4o%vGfJJ#Ll)QSV3(t4~e{;nRs;LcTQAuVt
z=maZ*(N>DYMv5`J<L;rRbSy1MaD9pOW9%WwCid|Ho3V+w{~A)|TOZ7Ncw^T5|0&Bb
z++uS-oFQfft?bbb8eTnf8|e9FDf1?tz>-e|vJ21?BNIxA|Cr83nSychRe5ln6{|u4
zN4je#n9|6pE~f?Cd0sIgCs!pye3+6#1bX%$VxcF%=`})1wKe*Np;iI$ON@!Lz3(@<
z2AY)LUxZY`0QgC636OQr#p<XLPVM99bCx1rkqh$u<9j2XpO^bnq#8cX(|A@u=Dw2B
z)<h)DAA__Ta28vHb*RN?K9*E6%D0O{i)D1@QEBSzv{5f;_8`zr@2dw!H<p;u3qh6$
zI|ZCMRIeSirvLyk$?}NJVc+H)zQuU1O<0k4F^Jd~yBsG4)Jfjgcbk1qfi+pt+$j>o
z5C?~ss7yEWpIp<z_R9SqNc0i~&c}bS3C$hV-wHKAPANx_sy>J&l!(V<HZdw~+zF}}
ze*STnQs@&7pJT9yOj#G5w^@gH%jxYQJ}ao~jVK}KT<rOvBb}#WClSj(yGAYe=r-O7
zIRHJ;vOxMW0U43sJvGx@4gyyW`mjWv%a)73#U|P5b*h^%O<V-muLft}N=aJc8+J<$
zi_&A3lKB$NS^qtPO(}5z5imFP{ZmH|Np^^KwV$zT!k5;G)FM=xg((E-7}DHYmUsS)
z;hc8Diqc=X*U*~1mUWTM8z>(N9!-e~pP>4-<Z^GX{gU~T`M%;p!?ujS^1H6gB%>@>
zqOU1t4DR6_vSD(;fgzVfne9w4Qr?n_X<m!s52;xPW6&S8iXVu$;70t{>-;a9MKDRZ
zXDcBHsQy)kHHHQaAfYi{<c;V_n5D$9xmXv@NNdnp4gs+WtJr7NFmIY<&Eoim)2c1o
zIh>@lPJA7VR;K8njL;sjS}1F9Qd^7kDvO8@(`_5cmbZn(zGaRrmNjwjU_C$V_axDW
zoqmN=-Yck3Q_5k?_E%rWBd|KS`DC$IimEu<Tv4j&i%eP*Vua_Unw}KT@d<1%$rbNE
zxwEcym>Eez*IPkPbPZ4qoi3AxYWS$A%T_(Vd9MIT?YQe_>%Uxt5cF-ipYKH)+5$?X
z=;kZATb=0enEBV{FbRk$%urGN)+aZJOWYa>Ee6c;j|152ICxv1Xr6Fov+Vwo9JoB0
zn|CMr;M6nv%l744Wto>h{7ZiSH5;SBVsEMD%Zm44nZcND`g0VI*y6)+4I!J`DOS2C
z*Tfy6Pzo4#%OA#LWW6?s<ACR6;4wGvlltH|v&L<WV79n<Bpzx5mndFSJ+78I%E3@s
zf}YjjctjO*y_$|lA%dqsWaynxrzxL0B_}{@;M{UHaXTga5wnGC1SKJ#F>*d7g{;Ok
zA_b>a@as{;S@_yci?*R2rz}$%t3oZslgKF$sslh7Fs)E=&7q)&hwq-_R!O*#_>8pK
zsOo^pr^b-!?X@w>T0`$Eo_;zbt{78}QjFuDo@9wlT7Zl=C5wQ_0;8vzs+wOExY4Jt
zaGJh%4Q`$P_Iv*q8UCl(X_?k6{MRPIaMRsMVic2z7ssAvOPNBd4&36bg6nmq5>9EE
zM@hV7d&|yVtQAxld|s0|+NeX9yW!xtlUGqGyp)P3Uje*VzicFd{nE42rz#hp1c3OV
zVh%~R+cbsLV<$fA<we3KW#h-a`643v0$K9(Yd+h8xpr-M+H6yzg9YVWP=3mf574`Y
zon_F4&C25Ol1yeF=1tSea1zPeqKsWleRk1P3omh*Z^K}Q#JLIkg54PVXXulJnS`*l
zcek<ga7s#1^VWLE1I1VG@?(>$YN_ArGIP+=u~1D{4MI2-Ug&pQbdUL)+m;hwA^35J
z8B6F#PE``pYPMNm)~xQ@ieM+Gt1Lry=l<(b|EGIQicLo81pe)&{=YH^-#hmqz%NNb
zm<_vJ2}<{-fkusIxD=gkWpXj{yYBjTk5l3@1gHkfa{)&U86M?=^d*k6ojrx|!4h~3
z;99o))4lun;(EI>Yq?vQv|M=23d>PY;M0YNQioNeK$+Qc-xTcbj(7r*v($p!<%YhA
z5v2}9yhQeN{CODQxDk2fG`UqDZPYMQ`mQ^HhGqVn7;V3J=L}Gl!Pk>C^0VgtW*Tj{
zvMA14&buPrZ!sF5jHvP&i9#yR2n#%GO3Z9^sZ>}TVNZUL@u8=&;vLLjTkHEp6{l}g
zCtrH|BbSrpK(oa$OTcVHvgm~`T`7K$j3no(tHfTj#gvtRM5SrUAozzj#g_vQJYb|-
z|65-;<Tptn@cq{={?9`foIM0z;)&%^IKRru?2f6%B&g8@f>nTT;~hPFPVSQ!^OW6X
z4EYHH7AmFiHcbQ-@}GodTvoZfr;aImmrZlU-Rj)hr>iONzmy>&;HyX(cZ|pqr8%W2
zGnQMAvfSQVE+C6Q`rYY{l5yD9#D==-Y6l)s7y;3{&k4daGGo2_O?Lyil?BO{7Zbp&
zO1h=c?B|}*rj^LYAU))E6@OS&5~hA!{<Y8QreVR#ecc=w5hW1Ulvd_gs!H#pzENPy
zEp8_TRay!wT-S7}QqL$PA!uyl4PZ_ojbS5^ry?-4mW=RIS0~S$x}jduR3V{NTPo(;
zp;4n_7bHqMkEl8Ia{YtRTM_?*WP)!G{EsFL&Ln{QJGu7Hd-(Tcsj5%<;??>zJ;Uys
zlO^$7$fGKh4X?&?Hj0DeVTN@hvKiAs=~5{lBH_0_CFo^S%TtU$K1HQPKJrisNN9%}
zH|<8evh3X{<52z}no{hIuJ5r?#ECb_V>B=Jl~l|^M?uOUlDe0(Wv)LgS(VPwy2Ru=
zB-Z#9)+hxxvu&)9auU`SuALWpJ#{g<3!UFmC|M6zE>gjk7RIN)(-TQ3b&6LSm0{;%
z#TEp`v29)@2cGmID5M_2`n0vFnRiK#Y7#?0GAG0P<4s%5e-3ripc0xkeHJBOEnCpX
zszf9_=Z!iTG<7qFd(%`UBi(lRi{Igdw(rYU{*!l01aQCmr`Dy?i!;<<k4F0yCBXSz
zQH4#b4mGgBa9|CaF$-EuZLF5u0ZL(<1XuTpT?WUcte#8ZiSQ&E)WjOVk^|LEw0~kB
z@*LB?2Uyd{C0nqH(M!P`Ts|LRr8#&(hnpVxO8Nd7fRtWbuYo};xKCtj+BqKcUJ6)G
zr2*T;ln^`XWNsD_!i3|tt*lk#%=sZByuV4ZU^9l@C-Rv*`(1d0EHlQ~Bz2CvR2y4;
zPw&racdpIu9=C6|%#F=1$lRadXE+8aB2n5FyOpfAdJw!~eoR0%7^gzx^#hPc1B9a?
z3E+1`o4EFIJ|$xJwhJoev6N&iI|@BE&cP%hY3GX%{lN5s$k23!H~$yR|LQ$61%k!_
z=T`sG>4)p|HG%TK|NGe=l;WuTE{kVm7~+Yqpc1%+fnvt^V+l4W?<1dFpveO<1^AYb
zVCX`%5m#@^IPi*VSV)PoVE9IH^dpCWa6P_yL0A9cn6(@ZeSA%=FMl+-kbH9zMr&<O
zl%m-&|Bc6$77^7Yu$ZxbyKD}lI04l($fS^%9D-WEq96o7uIgaEc+tl$u%}NZP%h`f
zSU)ydv91W~AZSL%ExVm7tSI)~O4`Qs$yD>OMOCLi2dU7DBe*lAIiZ-mt)F%tRYX=@
z-__75W?;Fp7OeACjI2KsreFW=(l%3VXUGZ{j>fSclY{a+ST*oR{IUO0cyvO#6FlYg
zap`@XpT}rgyD1>@e|BDsqXT?qwdOo6Kj+kNTD5}$J&0tTC12gGq)l>|Bth0KT^y2m
zTfU<GV+ZqHSXfosXm?vE2f7rFWv<bCIQI%5bvd3+@+@`vR854_X|+Bf`FN@dRzCC`
z4k*|*fmc)7{Nv9wQ1nn9mXW_7w0bjCu2uz{SJJu*WJKci1kuCqjhQ{1I^ENnt3K{z
zy`C;-d6mZ1K6*OdGQ0e?e+2trJ@yWRHLk&Cf7YGDtVR&;Wkicdx~mu<>t${dJQ{bJ
z^6ORV?hjW99h##Ee%bUOq&f)sYww9oy#3s`ZU<BVT;*Bt*d6@-b{YzH&ww>5KP;ao
zAY+!tYe7<yWGb7vO219#ZjDg5^4*crYh)FuOZslR>-tKk>VbGYoQ_tr)=&v-VFw%D
z^TZn_p$8)fwy~PO3)H~>(Fgp_PcMD&SL$@TugJqh;0f!mDHbOV<owAZ2q^$?+B%(O
z27ipY8a5u9f^R!z`?u%&uKul5XU*3zDD2k}dFB?k%eK${wqQe4;KJ}<Ij+9GaW9H%
z+t(j)&N~snp!=N;Y=H6XXwcQrIC}=Jq6l4zkx6r12Eg>6dR=ZO&~-M`L%$$-9lRdN
z(9l>>DVN6q2m|a0jAOpQGiD&gsZM^S=}d|#`Fh)6UN3bs>Gz9isSK8-1iqq%HdX>2
zP9b741*YL6Qxf)jzv~)I&w=czQFkePR_=>Ife*q3-><tN75!0pMdi&o;%C$x^NmSh
zlKVbYzaSgpZ%ayO%x87m)0;uc)tFGm$$14sa2t`N0@)pdtYK3ue!Qg<m^&nV{|5Id
z0q23cbWDiGr2Ce3FjvqC%I6avzjzwnvfM{}yW6GUL{0>0MsJ6G9P01n%4syEa3_Y4
z+HkfW(<qHZL2eYDA_x6eoP(30WD&fV0hbUA-W%6g%;l&tZy%oO=}t<1O@O?1{B1g0
z8hyI7RlE<&@e})zbvR&d;`o*9fm$*l;OIaLLOi449GHoc*8Xn`j8TwAQ#$G7YRF%D
zQ`@%c22=pwz_|0WIf{pQ0D`Z4TmiedNdO+_Yalq4)n@(Or!Y(7z6-vhbf&j4B!WbF
z<Qs6t5c=p>hNOe0cP^_=&xOEoz+|xZqwU<wdpLF;Y{WfYYja;+^qOFMy)cMouZ~Oo
zGlBm(Q}9tKkJIgXoEZ*_R-?&!^tx_uGNVmZkjG=#41ATPpthlL&--SFbDIq%CTXA6
zO2*P`c--qYvZbo?auKb{`#y~jm+iX`Thz;KmCWw-^lz~|q(vX>Hz&JZ%D;C>RJ5ID
zC;D!Wn|Q8IEGD_0m%&E4)+?(0&02lVe=LkaSUR4sz^=!^iE;2%f%}?knO~MZFIiA3
zm6~(_f#AEghaIwr&u#a=z!s0rn!A21thd9cBAwK>n_P*?ww*nyr#YbhQii3CW#@fo
z3c&tNq)3(V<X;y|y3fn+;XEp^3npA;+|zms--Y{jD35MDt?NXl$+Mvpb%C@Pmn7h)
z{J?z&_nVE173amTEi5g^ktGwtrj2Ah0E5Hc%cS?2%4ZhrJvMM;Kac8UqQ;=fq<gN6
z>+qb;34nK6Q9%KGv*FqMYDWQd6Fdq&<Tf{l9XcNmpZ!<cNp8lpRCVxEj&m_ks*L6T
z?VGWE943=G0X9_@7TWhb#AJ2d)bqZ*g>`xzE0?SK>_j4|j|MfHMo1e|wi7R7sV$5p
z6s3}cQJdpLaPh6?ziDC|0BGd22FDv!J-R56SWrrCq@cbMruy|D)Lo(kY>kI&Zwetq
z@du90qd3~Z;6t*}vt=A1b4kJAg-0=k!@{lB?9Tz;8SActrvcVL9-m8R17uPfY$27?
zT&g~X_jnS;pZwS1j-uNmmQLBLKac(J7Ho0TqyLSaK(|-YSNCpDJJcpZK74T`7eWEi
zymeP7V9aU3_o^P?-R&Q)7q*r2LA<REJ%E=UTc5l714&jl_Fmgco)#aEiJQm4aI;<S
zVC3iZ&fA$$8%?iU&{!I1A*s`T=N71=rloc0;fB)km?*NtM!-=I0#<Q!QO+7e8*<rX
zd42MH<(+6bq4M!O8CIF(*a?9NCV*%Q6(UXwe|x(x68ilT-M%3K*g5HNh;BWOs_FvI
zWWgqatLznUWG;d&SNmxox8sesZ?AI-NNYB{0#`>c2fTl{GGgaG7)s5S+4XvoH(t+1
zMn=L&B$VH-vt$~`_Us=`GTnp(d2WYiDXq?lg?>+o<soJ;i3<{dfMso^FPDS+<r+-|
zHXGXDywp>1V@TPY8qT`}V=>r&fWvB?#U@SQ;Ys_J@OPxI^=q^H6|@23<P$t=vk~?f
z(XgqovIgH8wA-QHz(4!#`x+cJ6kA~7oUk>~mWdvNlyTn)?`;vEYG-hd5)%}Z@IdzG
zc6z?!(hghzJ`g%hV;Su6+18@##dAM+52!UB57MNi1FU>b6Y9He@3=b})ATsl>;%+$
zwY_>w?Pq0mIUXL3jGWY)Eh|)HXwr5Wj~6yr+!pPJ=?OfC4kgmKPfPt%!(tgHI*pHp
zLG1Sl1#Kf!WhxaR#9}i%C?`rPvz;yayRFitS~d3mAvb4Q2Cv5%E^iWoV2~+p<*0x#
zGubITHOX=ruXm_Ad{Jw*eB?kWscJg;=ZZ-QHbZ_@2(_2NX(a=-S}ng|X&IHrZ7E8O
zUhh*A9Rh7KNSSQDv(vO7<b>B4`ps-Q7sEkY{rB@*FmE~cyfec;Zd3q+*WQct9fQp}
z0}A`*yHVB<J)TP6>Q-HCBObaAK~7_}L^1&fEvA{)s)(Y~DaRW*S;HK`3Wmi6JI2Tp
z8is4tT;%;P{WtGnv-P|`>7Zj1_VopFK4kYOlpM-xn#4G?rms_@BqSW76a%chg(}Hw
zaU{QS^pypWm&|_=Q4CJ=Ge##uV;0J3Q#WR%SIX0d7OJIiY=kw@)&A++mPe=|oo+3R
zp7!4Qmj()y-j@MiKJFssA7yG}H%N%sE*Z3w{MpP5_dmW8&Zqe0>5+dy0$ewI4y&YL
zFt`pvGnccIb)7q_B*SW;qKf9Q><S7}x?jD2X)(d4%@LY>ni7}{9YPVoBL{S1DJee;
zcKN*YMz_1pjw4BDxQjNlT6*aS8c&)fUth^jUQ2V?0hAZ5Yq-Hy0D<6}hJh99E+ena
z-(pQ0w>MTk-dFKx1Hijdf61!@13Iuvr04!MPA2`Mk7LRM3Rt>1O?Oy8!N5rAmss#T
z5B3?~y_t+@J99q)<FTT$G4FK>qYJ6F_mbM}Z9|!g&C8|CnYs1!Yy{Xr^7`8Zgd79D
zodpru4lG}K_#NjU^gFNZA;g<3tN9?n?}K}lR@>td;Tz=rAE%`EV;Kk|29Aft=(lJ%
z32O$}01BQ9Q-nA0`5$%J?Xqt?Z|M+td7h;<HF<C6Dhx!fu!e011!4HSg6}8&AHv=;
zDyy#R-<D1(=>`F5>F$*7ZjkQoZcakFrMnyH7U>4*5((+<ccWhSc&_KU|Kt675@WDg
zd+oL7Jm&E;ebN%)yZ>(98}fQtBfq2Ls<g`cCVj2t_VlZsCc|?Dh@a2-7nmpVYS}oR
zZDr=;R9yP=g`1R=%|!Oyd#@*!<rTfByDE<8chcCi^f$kP7SjMK<~~pFaZzU4bmVy<
znE!sHh|g}_{~n+^<|nEh?jmnppMLCdM2kn^KJ3YTHl#b^y&t*Ue^f_gw!gFh2PhO>
zn-pes07P+b%A>LG+*7R5Q1nK%>KLKg1OS-c?MU4o>nNQnu~GVd<bAp<3@k$U>@c;w
zyTCP`j04!aqFE=pSN9M3aJqrEjH~9uYy@OvtEDuPL^HirlW6X&`v3&r<`b2wh`^`V
zQ0<{-?WJ;Pyz%xx{#f+ASQj2!$pk&<whz0B_uQhM`@=cL^Vy*hx6RSvxH3*|=@T`%
z+4lwaOoakfA<R<?^rLqkBJH~}2W>dKT?V7RM;zNPyBq&)l`k8cg=u11+R%HS)3#~Z
zrJTcGX6<JH6zcmB&%N}6I-*1g={Bb7v(g%X*^#=t7TYe(IgNc;Gq<sM{4U2|H_e1c
z0LL{oQN3SkyVBwjCCbEnIFd*I2Y~7B=L`SS&M83eVW5)Da2U*odwcA?3rxs(JI|KB
z9v!uYfSDt5S!hO}=P>T_<C`Ph`Wo{vU7>e>zxLU~<*uzMslw9AVsE9@WEsrU_hd$R
z?YSecT=b~J)5Fp6fbSlWXJ^-*3XjcX<WuMBX~Wm2%j5sXzc?@C+&e1*Sj!mfC}{?&
z3sBA_z#G8Hp`Lop+{5|wJ(E2TCS}<P59tdf!&kZ7D5HtUY0wC|8@y8n>d~O#Djs(h
zYKPJQV|U#M?3>e#+YMY5N(U*1g+lj^$u4FgDLLl;640B|k@Q;8EsTA~H>svHXqhB_
z+>t*FveUqRigBh<*wOCKLwopWdI_o|te|IgEFkJ|TZV+)6h7yN;tsZ1cA`=%<lqch
z*2`cC(kMJ`Te={AfrP<cFA1BzA+D$VILfoY?{~&{QD;Z~?hf@wNxCeQ7hiC6!v1Ga
za*Sw|nM*4-SFMkFu9B^l$2Rl{!u!!?XT_jA^K>SpV6CJdsFg=WH;BS7Dv3cm@t*bi
zi3qe5)J-|Y*scehAOf>grqm|2qN)a{whvn?nI!6lqc7;GG1Q;#B^A}|t|!LdSK&X6
zs5l{7L6_u-cy$RHUTc#A!FV#{ekOYV@Yjx==F$l>*n+(8SXAB*7!E3-H}7ZWh9(I!
z`hy1i;ja*s9JR$%(<rXttIfdDLSsb*P0R9=n_UR>6O_-j-&N=zRkGxgeiM63zL>4^
zGrj^PrRm#()J*PIaeNFuA9S-PD4KK0FYAHo12D72MQQM+aF?eNW||Ym0^kvbsgXH7
zA9&Ec&1d{-K7<Kw6^4+*%OrYH2!aJ4^sTdk;wlAH(x>-D+Q=I8X`+PGOTahiO}}6&
z6C%sv4?!nF7hUirp~Pm)+}c$O8h&WyZA;#~fs?K<#I1=uQhZp>w##9f`TZ`HKu>-{
zu;Gb3_CKp}Xh8k@@t^wlOG8Bx>!qg`RE$bDKsRB|7u2Ygk{e{VD>_ry5FE$e&yQ1G
z+ViPe_KmU=k3*`O#>aXnO@V&>8k18QXPGr#S83&IgjYYrEl};hC^wizrXo(!N9%S1
zWhVoq{XTT#-Z^M7V`?ai5Bdof3TDtgSRtR{7@cj@$q*c5FxFW8>R!Da8cqu&lF2u`
zs9}bTU>u}S$SKkS^N?-hg#0{Z$|aUC+Ppws6Jq(!jt^E|7-6>v?uv6rLt&$&TAea|
z3(V=)RIasiVyNj@nd>hnxphzXHu2kzNr!RaV}Z<U+G{kF&BeYG`o|`v`m9Zxkv~04
z<*2JyFVzyj^Yi;s6d=sQdcOMC+WFnY%)KPBuyW$jLu?8=qb5(bfO!7KMi8J~i{h>9
zFErg&vUnzl1p_C!v4=q@glj};^vVMx4M(l@tu;Qp|CkO%)Yvo`+n#wud$H_*S-}Zr
zPU+Y}c}Xa#=BsjVr8l1<a%yrY6(~!^WE2>iS2XeMXT!U*N0J0iFfvUA;^hi5`qUdR
zd$nfWl$o|LOn2bG87!e@^;QuT2|T%kU#YbaF63V4R=&sgcW+jo`7ltulk}v3RYIQD
zC`J>+sLq0$RNB7YPKq2j;nY*V`|Z3MYx)Blvi+)*KXE5r_3o!p?#3d~dmmV?kIX{e
zu*vS=u~Yrz%#D6(EtN_ucKW+7>;u6|L9+SxEa5-&klz}r3;$nAN~orC)fH(U{Zr(y
z1!b9<YC%8ZT144*)^=yf0?k)2P++^3JU=3Wav`c+KqI?pW-7tdiIl24!XEE$`&jzG
zWx$5iy%;s4xn;V>s1;^4_k*5JwI2hE6HTS0m8I?5Bm5A<an5ED4BX6qAmH+GCQle>
z5UODB?`FfMMU-Tvqf!P|qpj7e*9}fjEYsM#!I*&4sh_`j8$*uCV#a$`7@HnbsYx%t
z{UZ|6rc6}lrgHVe*7)W{cwc&osNNQ?k$QM4+CYnxlwml7M7~DoJd#CJQqzDlH3an`
zwepFnTY?)-b9m}LbGkVZ<rA8koik$dAtfL>32H0)3)NiU9{wAud8ya_Q=F9V!&1P-
zdxQ}26v>%QbtwnqL=hW9>>{!1H_RLIzEZ-`d;p^^aA;K!DQzfcIcu=inrIX}#EiI5
zq`K`xX*Th$=uqkqBqeSXAulbN5H?65mn@}fl9G>uN+he4Z*TmRSSXH;9pX-sVQKsd
zx<g5@{O|%?1+u{f6M@m0*3L}w@@J*sgdU1tpo)Ua#=M6grjsOkgscudImwV@Ubfv^
z`eaJ9&<qZv+!kMnR@U6?JI6i$Saf>r7NqF~+7;asYSC#{qhhV?4w7GL4G1>x$#ZZ=
zRW;}-rzz@4%kUO)=SvgX_J%NflwKu1e;x~T@sMTZpj1dSFYf!hK7Oy9|8jFFqFDwV
zJO8am){nzRW#OZ82m?wYmfEJn^r%tYN2ib^u}nqt-IAmxX?fqZ);&R;K4qhhjzj&+
zYlu7ADN)?f5Px6uiAI&8?KzyK3Y3r7TZN_S4Jvmq;`$y(1>w?VVC=HUAM+&fjZYs$
zm?fqmF^miNIHsWs4a~6vLNEhkO9?@W#bOxEcDeb(*h=#yboIZ`8%j(Fm2(XvYzZ?(
zix0w(GX1EzLryAUOA3XzG_+7m@~Db&FX;lS<@MwrN_3j*D04HEg_|tuNg23-YQ|Xm
z`lsG|-Lg30Ui~hE66HC0Q>t>*oh|rZH4NWvtjY!#NHK7Da~;BS-Zm89L4h}>$DI+&
zn65(^8-A%MC{6?j0r&BqKP_-c1F@UWq5o=|ymT&uBsRsfQznX=ll8Gp!u1wS%nV3v
z!{{gLH45AsE(zGnm_26ee^la7{}>PTt=Za<fZ2mP8lLvaQ5^8rw*&eF=W_BmeGqE-
zCQ5u;y;Y&qhh+II92Vi~R)X@*G};@!3b&-$F=2^%xFJEJ-cjT+5aS8sLE%XQK^<&5
z!^&v~`^AObU3HRrft5ZM!T7<5nCHyQQ2k7lF7mI1GtoB{PsutuvXvjSFn($%ni+s&
z4`5F7sflRgBZeOo)y0uy?+oKW^K>tv7H9Ar!taR@@qOk<?&)FMCYDPRm}?0`6XQHW
z^bDG?wFWg*i%RH#7i6M>NEJ1#8!0r)uzOz(yO}h&RaIlF<0dYIWVBTB{_UjT8X$MQ
zT)6+Vd4B^u|ALub0Jw5wA+>FlFuGLz*fx>_izw&%rP2yb!);?rE}N^RhvrI$W3I%r
zUourr%RE+(uF4_dzU|5dBij6pTRVJ$i9_=7lafW*Jt*r90Uq!w5(Z<R*lzhGZxEev
zB0ik2=Rm>B(U~C%NdDXl*`tBKj*C%=SR$p_!b6*gEc(%*c}-3#Q;5=}aqSN7A~R(o
zDMu%3vNNf{k{i4xKXET}h_$8#MQlHkrehK9h<YmETwYnNoxi2|lSI^C7zsksRNA-%
zrgjSU2)SmjD-^5a>=uDG!~zM9Xi-nY<~^mh>m+9SPjZ+|VHO=JZ6PJd!~)ro$AN4Z
zdbnI|ii!D#DK@EB>|!%MO}O*U>R=Gu-G1Np0|K}}^84Vw@n8TDEmL^GFBHE^$FBtb
zYwaZjs29=*nI^L2{Os>AA4Bh_e^<(qLJfgvXsWTnLJslmu3`VUJIp`x*ztkCbJJ=*
zN{xTT{=CPQu#D-~lGd=PNF>HeVH;o4YW4O~YY#^Y%Ej9uFq#2A7`ia<g4e`RlZ2XZ
zEw%n$1GjO+^~DU4dBbif=1j<y&hXW{=cU;tcl83?iIV*e_jarD+L^1Y0?b{5qoCKu
zDEl#_44Xsm28c(*HJwlb<+Si|I|EPqzPFVm3_$WMXk&UG*%jGg+7(+)xFFOsxK}s`
z)g&J5+aVc2(%t!K8=6TcT$DSVpn2a&S|!SL1=5wV#tE)s8wr*}Y5Tm2pmXekB%YNf
z!E;)J|MQ{{4DdXDFWd#7G5oXoa{4v@fl2@N&m|3_PI%?QJjSpgjHsJRKMaTR$Ul-7
z237UI2sf;9ks0w#&oAI}svDo!c1jc|Ul7gO*X?2XD&jO&Ox(9$cJf(S&C@C2kX7Xk
zQtzqpP0%%|3#4XSCQLbcbd33RThYb3t$5mp&Gm>3qsDikJ^|EiMa>3IBk#PP@d7k&
zOT#F(^U~4<v6aQFnB=I*XKh^~D?TRj+V$=^0)!{9wx-g-UBa?b2F3l-i~gx1p=ZKF
z0vz{J;R-SlYXfNfnT)=gnzf9o_BBHk_&bwq9T4s^hAS3bpS(CcHxxmM1vWJtqj7qr
zFnjNG%QmqSlz|v$yJUAd9D2C$)=6f2jVY`UXsmOz*)s^E<;Q4jhl&aCdEl~YVs{`R
z0(GQ8DoBv;NDvhR5C5Wz`ljw3<DbUx|Do=5n#BO#?0=p=u*P6L{TO811gN?vzROW%
zYBtP>m(~|$%$MnX9n~%u)lO~cpeDD{n6`J6SVE=l^|{|~_i|jk=du}FacLg1n~Bg;
zk*sygnH*y@Qh^5LW$%5&zQc10kw19Vugs-k=#w@{k$7q5DP^#vob2!Xkt}<K)%1aq
zMwD41@!j!W68p~vG%F?024k~VnQAV*UXcv#e4BN?)oM0IjLcF48tuGQ<P>&Lq2^2y
zh4wqKYn5#I?l#PTa-X72wSA&wmDvIJl7ouY`n6Yd^Y~M1yHoA=7Fb_%8t!OkOy*pd
zrHwR7E;fo$#Ke`b6I<dHHsCmZNhD^sw3Bd=u$>Dqd?b^PiHDpy3+J<!heWCX_X?ja
z29ZS2u7{SA7u+U|O?%T9`^`QE0(u009$0;f5U}{s7<4b9BL}<9KK51u8z{nu#@`^7
zBvz@Ir{C1Wr66#ixj^}g?y&-E`_GLJ5W!^)eG~JBFzoAi2{T9xjrNbNLI{v?O}fX;
zoMy!?;+EW3_=!wy_8wnH(>laU5H0V$WRKYxN*nqfM)n~KC`*vo_YqNanV>55+>@Ym
z8}``vK{{iCu~LgD{Vm*QHPJ%Ln4HvtM736PPU{f<66l=y^qkt9j571`h58EP%`BK^
zIX}_~6?9eAVuKSRN+*_Q${thYk11dy^Mn({v;bEP`=uF}`b7?`EL<LK4>1T+OrxAr
zmKV2_^X>KKXpci|DToB7iMC!iFsWNt-;2`yLpg?Z5^=92CRR6WpkoPsPd%@CcsVLX
z?2o%|rCMOxJNoxU1Hzk@8`wkYWK1F2>*g5P9$TW}_Ve&vfup$x{`fDL8qQx#?f)#!
zWWPE9w)g%G+rvS;FM?9m=R;5B(-Jh!9Qx$<Ap4!wcyrWa9EEoBz^J))_T6jh-a?**
zoYbLduv!835%I}9ds^z^@&($y1XV<1+nlOkUCBDET`n@{*{mKzr=l^mhp<zqpg5Bx
zNOCXva0i>=cbapFb(9KGg(e$VR^AnS2-Frf6nP*PwtdpkD6!;5mOXlFOV%|1mTB0T
z3hXwu4Sz$qJx*qnkfvHOkdUQCq)|!m>aI$jk_C07WKUPSWIp1R{89Rihg&gNU>^F)
z7;UVZi~z;{Q_10%#A3Uf{iBW6H7lsaLByGjuwyeGY97|z3hceQY-^;qq0O%2pT^-9
za;U&KeQef6?TlDx6wYK(QBRy^uH3U>kigs5K17CW=+;NGg#Z5nHI2>6`Jlgy%^S%K
z7_g!_vwlf`XrxGgGv+3N$B1sTCSry7Rfs4Vh93t%DrQv3LU!szi5F}m2fW3UEQJrX
z)$l3<3vmhJKn)E#gbi{OHN!J#v+1G_uoqnda(l0gs^3KkfZ?So&^yMuU|Nrv&#F4E
ze)txM&W!9J<LtzU9)8{eab^N9DUc}5k~PhWo`Wj-J==DtoAiTK^v8s{M#JProW&j!
z<=Frh_KU<P4I-=H-IKx3Rhj`2@+-<0NGsmT`m+mYe7Kb%ZSK8rf*Ei@k{NK_^>lBl
zCfX_mPs}C27~2Y8gHxod)+@-D;i<w~2Ko3+Y0G_yF|<`@7(kBrM7L94*fAey8YLQr
zhwCoSTFU2m5>yI2r2&2IpSp*=PpgE>zX9Ao$7`Weh=Le-%Xve%_3$G-yV3-Dh@?Wg
z8kSMk@wT<HbCa+S1)a0SuQor5t)uLuo}sKwTj0JA=~tJdJK0CXng5_dp}6O#{?%ky
zK`%ag=-We1puI=pMus0cEJW8%*XD;3qea6LHi$&YZN-jl0sc5!W^&F?B&M3>aD&#g
zls`b^0+q7gl(7jEHA-MyR2pPUSd^$~E;Iy`xC*MeC%)3Td*9%ktAooSKnh{+OKzFq
zC}cCq&lAH-gUf}lcU7SV8QqZvmtos-e4Y}|M;Tt91mn<Gru~I}Jnl3|HiPMJIE=>7
zvi%_d9x=uW!OapJEPqC$dbR{q+}eV?>Lz<D{R$~q!B9KS|7V20Ea2!t?l}ft@+)6V
zLR6N2ALRhT{r7F{@1y+mhQQ$Z4FwuyD&<faQ-?VMWUOa{7`ot35_FGLi{6R(X!+P(
zQsSq{Mr(hoY0t^2_mQ`IH})v%L3Uwldxd@?qp5;bsh;#2Q~{WljQBo=FYg8|AQDkj
zflRQQPsY;TCTzezTA`pJSyE%)O03cj#HyT}W5Hr+!ADbiVOA2-+}coRQID&fr;^B3
z&=Yx$Ajw4_r6qz^CyX|sOG<siJdoUYqhlV-seX}q>aTE8vNaJAR{U7#CWBE3TV|Qd
zI;($&9YlOMhiRBCJEH2^q2wHh7Mm^k^)YE7fn%p>ACX)D-Bc)2sC<AN7p+GWo=Ks}
zC<}fj(uk>x+hx_t0@CGkN6WC_gaNR~3IfMjdyYc?b=ui*{ofbu<r9HjiSoi#*;4~9
z>2?&02YK;QmJjk|6Z=dAb*SxPg3!gRnn@x4$%W9Ggk3qseoc%EP1LXPsGT8TwefGn
zBKi%+ji*CBPes43sJNe@h_b<`<_=l12(gP28<mpM)alE?TS!B}Q)xjcdC$X}<m=0&
zHRl(FIY{(>>cMtZyCi|PufZvesY%6tY@St~HF>+@pHoF1Z6R_C7c?)HlkNVRLjR$7
z*^;hSBEf}bSn^`EuMRzBHaEK6nEO|M+li4p+NMupo_WG1Gqh49Zm9GA@fVTM%gPJ3
z)YmlqG34O<@4$T~OP3}=7~>!=u4EBC+D-^3W;AS~&n=?D$)(*W<QjipMP4q?%dH6v
z*!?5Qu}Jt`XOmxp2qF!4I2VeILyCe0<znk8RPk&Hv6#_|d|%E!cwO%95nJPQ41)x8
zR3|@cFy2t-APN(_=Yac8nwDmW11pBx`jHm%n53?k$Ld`+VvQl9HezQ`LIg}j8-r*G
ze{P!=;-(X~u$T4Ed}Jae_<jma`+9t2NKi34qEbd^b8D=-vq%jgA!U*RX(5}u%SUj!
z>5~y2v(TM;V&M-7h6oX6H~}566gUd6EKwzTUW<Qq?PrdWHK8+U086RQnd`*~XGacT
zJ@?r(ooJMKCt_IN7b-tq;D^;9M%k#i5<P{TZ|9D?jMwdn27^e=h*5|*gltwL21`PY
z$X|T??=ljW4{$O5eXy%Uy?T{HW}kB|gc!9e+@~f-6-FvAN3v-6T9&_WN*R2NGQ_OX
z4B;c1AAO~iyyQDj`ONIk;*%MFcO{Muss?Jw8~F^)=8WkmEwhMCX%-CTf<#nmI-MQU
zFvZo}BbJeUSyj|PMn5}@!eaFf9B&hq6hl-vuTW~HzQVLrU{5IL9S}GV7pBLugyCCj
z%jW4mSmZ!3D-J2Xm(UMCTY);&aR!Q%q9X9~H3#q$a`ZNeRI#STj9R4P)oZ-MXqNAI
zP*)C<-h}GCp*)bW<GqkKvC_>a)SXYsCEJ;(R)<UM{`BIu+0(z}s9<S+_Q(4CFi!)p
z0XvS9yNtrooEFQWW8Cz9disZL?KZ<2Keg-1N^5^(NRfMGs@BavJARsuYF4`(78VxH
zJw19v5%PZAp9u%%bM4i*HGg}CM$=d=H`1<1A3dW8S#N?$-pKM8^i)Q`{(+dn{sS=u
zb1RvQ+obTeZsdrY=-t<i1Nu4y5DTrY%C7E{*ZmtnAtVeaglq{^tG+h_nlRI%PM5El
zaz4kcSkc%W$<z)@hjLFFF)`Sps<ztg9$R(OKUaKyDyjKi8@&xdt~~<1G@7Y&Bqua>
zd~H0O=E{SeomG;(H%5Aq*Z2_wIUR9*JXhL5m=!>;?%CmRoImidI4FjH8)ofsx3xrH
zwl<!B?WynBrddveLI&4y^~*6Hx69hl&`53w#yKDl8gJrXov1#m9j@v;4WS7^I_#_)
z{G%HpMER>5+8X#rHx%*TbwjS=vy{MyMt%8O^(7!FL5n5QIS*%+<u?R`Dn8x^vV7)K
z?|tnhu%Vf=v`(gmK{d*~o3o@$CKvj?SlF%Voj(fGiBMzZw4KgueIEO-+mAniL3jX!
zm)z(2HDC&V&-dvhaibT;db#<q)93UWNwjg*>D-9a;Z*dU&UN~D=d(8qGWJAkW##_F
zHzPj#$#C|^4XHy>pC^#7I&#FHi^%hSb?cd{(X>0@hXOj_)!YTXm8&p@ko84{dWdsE
zxu_QvO~}eIO0wo~kOweOFH(@WaW9nTmgA1Vj`KqVk&ghjhDEDB_u1{dBBr6fo`Az9
zON#FtOe@xZ?eXfCl*w{V$nsnWtf~`sJ4~|Ji1{s)lw1LlkkoiNrnu<m4RqXXCo`FF
zfkyPXUG!N*SX%^D=UrNOs(tk?f0Q3CLp9Sd_L;RGF9dG30|$_0uCh~aa+gS=9H9*c
zbTDl&i>-w`q0=vmxAYa>rd3Snq*XAqu*7$R`X?Fc-!+7rM4=N6ka3Mtr<%ROu|l<<
zC3flzn5M`&(wjQsvgQ(KP*Wo}gI_G|Pt`1n3Xqdlu;@kkC4pMRLm1c>F{!*Z9rCR}
z09_g8%fQuh6B{dm`;8Aw)RNZP?4zB)^D1erSAPou)$#5Jz;6J+E$;yvQ}o+6#}uE#
z1|xCKMYaJF<7-mAROrAF|HlWCx4MA%q$uk%x6Lnk)Ko^Jjxev2nO+xX*cX3p`-}d8
z>&h=@U@b1?@8m^V-AK3+5~uwT$s9kOg*p}K<GtnAb8;!Qul9;cN?+!6y)!PG8g~Gd
zpoR$Gr!{-`9nkIGC#tQf*Eo28CA}}8&s~3UOAQ`5{M3<quTi^r-Cm+JP{!ZTiA4bT
z#UfJ?jyi1T00Ggw?ZVt|iI8X3X?JfluZi}HM2PP28E8E=#;;uNtI(0k$XFAAX0DHZ
z5g2?Wh5v(ToD%b>?wt&zTk7dGJFMK%jgM>IoGllSo_&|%<8TOiDmC~IFy-^OlNk<(
z&AfNMyN~m59|KYg-P<4L4Gr8qL86n<ICj<*SB|?M*wVkJehK^Y`-9MX5$f=KF4H|-
zZ3rDNni0mbBEGx$h;W!(tRsx^`<&%ZCSs(9^p~0NJ>LNc)cK&%`|%e9irx21>6Ci#
zA<uT{WsE4g`MU%%e?5H7+s%5mu1}vmWUyCUyQ(O|q9|LFRE4W$Fc>+28NNV-^&ERA
zg@8_CCnX3yI=_PuPV#qbnE|PB6omyPuwiKJPRB^k2WXdJVRsEdpzk-9lIFY&Z54DU
z<!4e5w;1``jtW0<HhYYD#?(6~t;{W1t-mn{*vPV%_tPqB<ctfkHrJN8sF*m%lFqE6
zW_YhDt3ichdXU-alxcxQdlfMjYT*Vp%gnFysP3wL^Z~WJHNe&_?kn+v>#k!^?Gfgv
z%dR}rYy@mVgH}^GlKN5AtVb$Qf+3C-Fa!)2n+Qc#D~k`ux5JpM<!OMif;{W~Qm*pW
z4KOg0#<jhn@_xLlAa&SD6@UDyHU`&AVCvY@_ec>*#Cdrm+~F}RL!)Zbe0q)SyLZOS
z8}3SId;jc=f0H>>LNM=1y6KGl>T?)O9DQ?ZDQe<`VHEJJQNZVLIfnRpwDR<vtml2e
z4cH`CAB^>$VxGU8wn&wgttED@x_@QY^LF0Lm&iLcodCN>Zao_|^*vu|dOXZxmVNBn
zenehq`l-1F<|F<xGz>cK_k7SxbCJzpI2$<N*HcN=Y5RD&_RLwgmBo~*f40ro>S4?I
z;}IqXuhkX*T?{Xy>vd}x$8Vlz3JMWt`5F*ya-e?s`Gf^e&0+Ivm2_%C|0dSu326ma
zcR&Gh&djCf#e<bVe<)?_d9^k+z|vF?*o&OewtiKAGZOiDnI>~MHvdK2XEZI!a(+Kp
zuD?3xQRL(B9K~MtgO%kWZODA%;V7x1nwp9>D%5YKnxg%HhMFAjDW0RAMoSsu;o3gA
z#MJUK1pokB^Z#r+&hkE*&E!W&rqg?W>;<K+qB2QOv{G%a^-i?W#vCmc*wV2S^X*Mh
zMJYdHrEW5Uj)slx^LtM;uOQA!waa7~ReU8>4>}l*Y$&5lkS19D*;Jr>E(GPb$xqTr
zk5OWRi8+V9B4v?T-z4-j$`JVQO}2JDDOj}dz{}88T0!L@cFDJgb14=K^sOb|#4Azp
zFxIONAiCids4tw1a4CrF3r1LciGZdhwa->UQ=$y>{MJ)byxxvul`=d?7r+-I*qxFB
z9fXPm&13(0YHKg>a>O&3j^RDELKNv($}ErsvBN&u;fZ~a)Rjqs=Ism_er2wtkFGI}
zUYVEC!8zr+u`gMNoZi&sbJb=sbDgWLO-Cvma$#$xK3V;-w|fhDEXbsHQB&mOY3>hF
zMZhXl#+5+UH1C%NJRsSumf4I3$^dVd6EMZ@YpQ+Wex3{(1T(s}nIA{SSAL$;vhBRv
zkE^*yK27M@$wY0oo0LSwIf(|1Mw34K7y&p;Z}mmFDA!;3R~g^u#-G$-&3pQE-kKYk
z@2(aw@!YifEE91U$AtlM!_G!q+eS?Hi<)FWroD0h^zEIjg<R^{Q=sTJ(R0R^vi5S_
z_S4H?8j<a4;p-)Z?Hgec;0r0S9UsJBmf$Beity`)PS+H+LvMg5dLiuAVc35<cyxH)
z>lKZswKvz2o`0A7+|2x<yyUPGIBu{6?v7C%I=aQxUk&cIk7sJGpg}02bS8&wB&oD%
zIc{3mhaWU^FW+NreHW}PCAD<z>t-59_GTbv*___v&RiVQAMm%gl=<3;50U=0t5HM0
z-oJ0C(jk7){cjrUwb;)gfPg>kk5%Wjn$N-b{K`#OnAa2YyW<s-8*6KsAJ-j@J}Sm8
z0Q7^Ud(#_A<YRDq)`W+rwbN01^ZzvD43DG5iW7S8O}*FUH`;jsv_U@|CKnshk9^mI
zLG(}kfaje#^<-+?dxFxTp9R$&upK4)oO0C-mV@X!T#lB>Q>ESZe#+JnCIg`X{GrKP
zcYD|$KzW{aY^6yD88uPF1u3jOJhUIyaShhh+w00vTV7K*Wm-g`B<s-W@=zqP_T(ST
z!=Bf$&6$70<DG-$ziSkhtV^wJ7j@NF0v!n?PQl`&r8|>Xm=OLrAvNQLD0BUQY8hl9
zID_mI0w1=ltYDl!qkJ$uQ>K}fyxJfpsZ&r{M-6esVj^i=T(v1#ZTby*09So?Z<y!g
zQbT@gu2zgPnpFt@mbXr<xyIS;>u85T;1J5~ohB@)V-$*-G&5IH#=O-Bp*U&+tL|Dc
z>=bG=^|w5mH%1@j&MzE?xkBna&%S-<f4)8BuBdcXRMN5U|0&12HS>+TvF_N#T)4Ni
ztiyeHpB3}lNIi2*+e0mLSt+#$BJU8e1)ksG9ohQdhlkC~&->hK5pmuX*N{$~(qCWu
z%60;dovpU>Oj086qOe?=dbF4JL1>8*awdm;XDE@|eu=4`R=b6flH)<P|E0Jzq4S3L
z8oQmqd&^kBoAYovRz~P;xC#(<&0e=lcx+Y`RaLw<+1^E&&iT%hvLa*LKX<pHajw_j
zIu?$nbh?ZdRxG9M@0W%m9lHKvgpuVwA9Qi2M(4b0HbU|`+4v3sWr3vP8ld_uUiL>#
zR=N{nGAn&JG|SBl=7w%2Dp;BLeIKrv@Ok(tb;q9M>q}07`_V4unbJG)tcC4z$tjH-
zeqjYg${Ke>7o;cnM#y_sB|9vRjX=`f@4E}OTKT3tGVb1+xJ!`<6%`%~RyH&I6OE}<
z9B-|HB{fH>^a&{nHN#sD<T71?r#+NKz#R)QdPZmwI<hU`)nUeRomoE_?vx-oXL4+m
zG5jnfp;j<B!*v_b7`(Y7?MKiXMYZqwnSq)MJ%w|<1RfORoU|~(mAhrqx$c}u0)L@1
z<>1KBjVHTs*Z8GEZ>b&<LPgRFI=CWfmbw>JT<+HkU{;Q`lZU3e(!g|TV#-?@KWQ&B
ze(B#g@5)((!8Vj*Fev($4mo*wKS*Gx9B=-1^n2d@KRN&ajPMcihqBWySG7o+2(6+z
zp@C8=*!<DWP8q~HKB!#6Vyl9aU#QDY%b29wiyg5pj*GLUuIXJd5zf?NU{S&P&HM+r
z4?!#(;))=prXR#UwlYdFWVmuHy1g0W5&bWyU<FQQh<!_^=lYbhRIl<FV{R{m8ha39
zP^0ba<MbS~o;c8FTu(-Z9ay2O*PNOEC_tMRUGVxNpF1p5Ip5Tv@<IE|jmP`_zzCF1
z#cGj0RxxGzIU?GA%o5OTzi75x24<chbB3OH{+$;%(ptF7oB9RD9v_|Ll!B7%Xa(iF
zJJ|)&0T>MTnlk!p1_dNYtvJx@@7bc(30)^B!U*vKC^yPPix`N}l)SVrwcJl=g$SP^
z`@sHIK7O|o;2<nt=MVpDPLe@6%7x#6)W0!xfVgI;7!gu!R}C-SMGpsY1fiws<E&vG
z1_Usn#`e=m(tB82r$R#N&@3@-7)P>*Y!YS(ZMFoRyr~Sn!Pcq(XioL?g^g3WpS&Kz
z-e<aaUCUvX?of(-nSs4J$J5ehxE%$rj=_Wl+FhX>HA3G*bU*1F`w^MoC2ML10b+G#
z_Y;J7S)fwRlS~IyT2azOjpRiM3|W-)Nq4yzcNbNR{=kmT@c=5n7nh%U9V>(`a|f`;
zJJ3Fa5+jUIO1PJg=Y`e^j2l3PiD};%RwH`PV5jRWV!$U%z;KH>S{R%{3|kTb(DFpA
zn0|sf+6|ve?b)_4GTVvi440yuKvE=DV^QP!$R;wBx2@At+{y2PBw7gb|EjhH0W*U4
z|Gt6%8^~{v0V!yB*XfTxsU}1aR-3LoQ;JToT_?1JEoqr2Yt9HMY8fv)y9U!RI&;6G
zAJpwt_UukAOd#_8@aKDm^co%G-C%gRSrSyrOuKv&8Jr3lyJFLt<>`nrGRELSOw{aE
zkYaYjcEb@341Kaf?o}Cc_HNaH(|q|+9vuwK^<3`eLx-4@!^t;0$VI7HlHztmudPey
zpqvJDh3s=mNrXf*wh(+iCwcuseZOVeW^EH;XWAB6LMg3sHs>2N9!wRQzB>$}3?Yo9
z-HAdchOOQLFw`%J_^5{xN`CK_F5h&96(M9mNuhslvv)K@IGA0d5n8YvoA?f$lB4V=
z%SPV44~|}TvBIv>Cz=tAE}8&SF5_H&{(EAO95K_lh3IdU_xG_=aqjP342<YL0{ldo
zsJ_$CDX;n)w(i0DTJOLbjk2vZ_(Aoy?t7=@<>k_YU-!Gy)Ia)-I+yJopUW#9zdyH1
z7m(fK)n@t-W#!`~1w*ZNAu?%~B?`vPo}rYmcrOy$)ubQ{ql&afp?PCE#FB8DgDz!H
z`x?@0Oe=_^6d0XFAxFkoX0uCnwT$s~szx+*$kdB0%~^Wm10E#LP=+{c>Fb1to#FAz
z`;kY#oY*)zFtb50wDjIoYHV$L_$SqTz|8+R>&<0jJ^WhP*LLVyg-Q}G*dp&0B%5S@
z9;-b{frbc=zgr_kERMyj9K#uNLd~G*jBe)pO2vgeDh7u4xb{?8jpcJ*8n~D^xB|!t
z?>SKzjYs4Mo|6eZ3uP$MvNj5`12Xa=Men`gox=Ka#~FDTW_ZMucYYIs*ua_f@n6;t
zhL=V77xMYLa*1YKfg9V$5ZB9qWlY}OlZlcBYDH~pCt9mw_P(@JZCiDhv?0XB<~a>&
z|Cn<EVdaKbSlpw3(YF{e-p4mdQbWNLXe3^Ol`aZUnOYd0uj47>m}NC~A%Y?v<NJ^b
zYzUR}h6G2^pp{zlBsLYZgC`1VhNEHW`kY?hq=BUya4C?}tvAgt<SQ+XoEyT0AH*$T
zoJM@pcvmXMe6m%$Xn!k!ui))4DLX!ek{p<E-dE7gemLQ!HmFqp*lQ_R_WHCV#t5y)
zqc{4}`H;q#`(yQbix--ISN~4+j6sBTazzk1PPkeu8C)2%U=$phJYue;Z2O7E8~tKk
zf(2YTUiG!TM=r6Bzpd;Zpp||98xs516XWGt{R176k35r1H$2w`8O9$`)^ovrlx5t-
z@K)lT%{VS#Qr36VQZh@UUCVwta>CDW8dt;T6zOpO)=R)Xem4d5wZp&`Zx}7btVepA
ze`%FO5n0xSATnLlI~FRcbF${9#QCAakFu&PukdVl87XY`(n2nkLskJGFr*u${Rrr2
zs(OHOGiMVuKQWxCNOZRNO@d6%q<O}Wb8$Dq##iHki{f%f(@A)1yt22TyF0^g@WmGW
z#rdywuk<gr*rp>e<$#7<US?x2Jbr;&73>UgeH$F@Lw_RkRB68@`s~;ac3lu#2v@>;
z#$pR$B55a?J*q1?2^8_h_;oKK?r13TyQI1aC|f#(vC_-RKhKKZ|J`T^$^jf9e;>LO
z=&@vsgrUt{2ioYP@3<B}22<e-LZi526ujTjtZy2}zPzSm=PgnUfH%tga_IY1%EVH!
zP^f70`1mdgF;=&=5@~KXB(>#pMo}<7BL^Mlr8w@cgVcijIZMv18YJkp5W8p7b=%)Z
zq=6g4w1jC!bmp$JHu+8Lt9rsXrAkeG!DJW(F_3%VB5`0GIOobFq^jN&x<U&f>{f>I
z-bux02l-)PTSzYQc-Bg+gba0biNfms^Omk=giw3K4&ey2FhlFB;-5t+qs4+@uF%Sy
zC16_#1KAB)xKxF>gz|kL1C%=?qCSR6mq;{hZ)|duA4@pR%`hL(kZlrCZ1KgYr0c=G
zG1n)$Y~(rp7Oj>}lszgDxq|-^I=}mXL4dvKzdR`Z-lIZm!!*FW=lb*{`i6kClroIO
z+(fLZ=K*lYrejG|6{c#cHgCJT9}I*kPAHSj1S}vsjYi5Ld0CIalHo_KYi0}fp$8`G
zldLv}&EfH8Rp0^Es`Gg1>!pc70~<|-yOXfOJGh=m*&o<m!4*?=mj(a<G-FW23+EXf
zlIy6(aGfQ&me87ByE*;1$~o6%%6YrpCK3uBfE%nQ^1B1ar7i}dm2pjozq+vZ&6kB@
zG9pWIYLBxLq6Yn-cYMW+iLWrnY2gQ*l`WDFRf#p#_Ke<@K^7fnq8oMYQIWWyLVsqE
zBrn=JDs2_lm1k{HDJUjQ@-(M%i@NjA{=_X`7&A85o-5Zl&Gv@p=Sg&e82bL7j1A+z
zJyeNZ+Ub8o(b!|Kty%J9bB*l!#|4oAJ#AM~Wg|WCcE*`CaD<wQ)8gc0OYE-8<z<ub
zppnpVd8+%0j(N(dW2?lR)3)~|34FSNHHU$Da<9%p`3fQCk}jzO>sj{`R59q0KEf8>
zkw9=^y`RWiW0s3Q_AiEEp^D97WNzmDl#q@EPw53qf*BTTSfl=C0)2agBq5O4`cp3N
ztOGqAqNI_$Q#Q{m11)LgNZAi>*wd8y{iN2d;cnuKItvsFFj?>jwxY7EAL}FWmho&(
zyntDyRO(cB5~H}<_eLh*O8*US5YW2l;>a7~M<$n9Op->HS~DbR{2Bf*L<|8j_)B>B
zrsl>B*BuSkExh=v617CMgN>t<!yjS6pTo$DGVTApsUeyMt;pR6%6}m>kJ3v|L6c9I
zVhyyYAEE`H;siksUy$ITb>uU#d_zf8)UoYbAwV0M^ZYh*5Ymrys;*TIVYDM1SZ4L!
z*(~nVIcASI$t)dDHN|(n^MgD*MvB8IWWK!nq?mTK9vy98d-3_UKS|OtC%qI%9365A
zU60ebdn2%!{xne(GpI?0X_9Av%>^~@J<hg*r-VUR2IRnoCkYGUb~z>y(;MWm0Ioz$
zGIQ$`_r{vAQKt%qb7~MRr$5me<$Ms6d>@88#$y+{zNINDQ6tWLgQ#kRjk`&&5SRv)
zA(9WjeS?=A3OPp2Zs2I&jy2Jb4xHw<sjhUt&S4L+b>;&^#nXzV5Py_=y#Kqm;TT-^
z{!cuyr;i-Pd$avt%ATMNT!ZWBCt?<I^;p#gDF2cPh;9s^eLNFV!u7^lotpL1BvUg&
z<FH~*l)Ao0=@=@Kv0<LbO;c55QIaK{@oEaqeAbMws$XFU3;mGdoKu)J!d}&A7kI}O
z9mvt#EufXI`2Y?xjXUqMY-Mv;!DN+`<MF;Q$56gNPN`5c>yd#$u~s*JEW5syA(F0?
zja*!Wlcm|O^fYjbC(BH4f|709W$25Vl_|eDt0r1t9i@e<aJAd4b5FQqH03)pcihy@
z3W!g_UpwBGH<_NgI&*exLSY6N*`>Q*37(V$kbuHkM$M_37lba;sQhCVO(rDn#H2C;
zHh6^wY`g6(IlW#Jf`pGip;dh&CHVGq-JU9$9?K3d=ok6RnnM29i$(9t1^qoQUP}>F
z+=eNf*Tp=yktbp)96&4fg@wA?ECZzlv$%Mciqbbs+Fu|Wt821aocBKP6%x@l^Jkne
z4g^6b1)`kXe8WNQ#JCve<VG=%TEd*kgmC0I|E`D3Hvv81dH049;B>VK`uR07uI5IB
zUcX4U)a46N-87+9P_dD`5;tCDlCZR}92}UKLB07PYbfus?Z744&<2H6fdLLq<1X@w
zpO3jiwsZ{pt0K<+(<!gr<@7tOl}T;Q6m(4-f?=%InGuv;xkKz#p%PHPi}-#3RcwLg
zEFw$6aGDx<L<Pf8WmN(J6cI=iQ4z>)uBu>+pZz+8iI@D5!jBOr&~Mn4LpxWQdaCzr
zaLNbs62-`WFp%FS2(&^-zy#s`uOkOyyV!qZZ8?4J72AST32-gGQ0onO7eZhnx{2kg
znv&_}EztWi>1&BpZ=4&nC(z*!`VvH-=;suRA>Yk$b<l+!Nas=UL&q@c(dcjWeE=+V
zeK=wmTdjptNNJFT6ZO;(3NC_hNeGc4q9^I|p`<wHZN?DZX-pjoaGKFMeG1`sv@1~j
z=(FqMa5bR{VKM?>)FiMHG$R(?C`7q?i$_Lqy_PtH`<fHDMp~$W*yuBo;ubZc^|W!R
zRK%?flp`4H@Hnu))WVVJ26X7<_|Vh93-(G1B@Cs?jn?F&a$&Tf<%}bEF?1mr#}WD%
z)TWjxB~G`A0Tt%gZ1uwX-;C=&m~fAs*uwwa_=%PRC&;6P*m)uycd2GEKQO-4OP7Gg
zsas@Yc-tRhES-t=i~QA>%thHQ{Rv^PST0QLWWqk&%Y^x2%N=WlA;EC6@R3pal+mxm
zo=Wfwq*nnZej4(k&>g~n5qj==L?#m~5Rry<Ach*kqb7iw$taqU2+};Y=UB6nA-C}W
zq0hM#VN!Ft<fn8f4kPxVHA0m_s#h+*-K)l$IQA;6NEAFFVFweKjdt+B-4^u7r1RW>
zq&)uWVa8_A$9SFBeT<l~kvQ<&5tkYtcy7`JbOP;eiDly#R=!?q+iwG0!Y>H`E?4hE
z&UjY(e;(?EKzS*aVAFvM6__{yO0WFPirCdZ2SY9OU69lTclW864@?^Lt-s<HsTc|L
zR6^NJpk!3$;S6iVOGg-{<PwPZRO1xO*Yj$$U0HpFWz|-a@l!JfBv)HSg@M>}(E9$*
za6W_<l?eyf)-o+Z*YJ9<gRrQippI6l#KNxYdXl7=JKXtHA*xigVSQ+h#3Z9YYbDyZ
zizUO?-S>2JjQW{D9p>L*dwU&d<R2mOW~e%Amvu6;Ikl-qU?=-z`=lcA-tNy=OL@yd
z(GMVu%ob2xu&P5Vc1_ouNCJQVr)#7?H%N#<O3OdD%%6=~2_UfkGnf!W`k4v7meO6B
zMfRdiB0FsAN*{VTG|n$%S9ZIY49jwft&hETUo*NNXNp<WYmAanH0K5PbF@#$${COw
z>B@;MGChZLQ^GL#RG1Lo_^LV^*ZDC+Xf!X{6hXnom1wC)vRl#wq&Y49Eni;z_z5kB
zxvRD-yjOn`bzsFgoRIOz2G_lAHM~+V29tHho}(bn1uNpmOb>%gh-E)_T#KjQ1n*fr
zg=%KfE2G<_o=64>c~hDi`)XZqA!8{gd*@C05)d+0T_7z)^~rm5r`wc&ofoNs0TVRA
z3$yYc6ZHSwRqIp1TDH@4;lCwK@%gLh{DKe0&L%`&EP$-!OUdTyrp(6l6i6S}6+f#{
z4WI&h=ivh#o>%gj2H!Y^l*i$hLr6VrrMA#CB$=0d9-mzIQE7{a0LFK6`s@ykBD#et
zSp{*^cy(b^CBe)Akcz+P32k3x6E}9VdKAn|nC5`>&-)J~%8efx@IrL<g^Nv_K2O)`
z)g3a7IzYRKeQ_hx#K7q*bYMajk_^Kx-}-JMpsESa+{01(MKPTq0CkwI_Ty|Q2e$tE
zeO2>Yp&SGjpj!Bw`ua1EA|+HcdGxQ*ir?En5IB+;Scn*lGpt1R>t3D&AIh3Y7)AyA
z$0g>iwcJADKI4x@or1X*pU5Ue6ROEWe)wvax#DVnSEerH1BV2U{m3=$cQ8WTztcSj
z#ZiDyNQtG~n_+>wBs<wSiu#s4fU-oBHlB3Bc2oV=yag`mskFaemSN5+j><e|7p)Q6
z<y)$c-0~GAid4Y1gF1yhtgEbV8rHVos1DkAnqJJmPCvA^3IwN*I)W3Z2t7Cp*Hnq9
z#j*lf!rO|)eCnZ?4zI0`JQ+yY4F&Z>DQ&e)WxA3jJH-Q?<<DfBk=0B8dKuM;Q@n{j
z`7h@W0DU8qWZE*<A|@ZK!~U5qG>*Z^e9_<mzdYvjT5!ol2Q*cvI#=4+G{8m9(7UAS
zrsb5$$>F7>pA@9Be|!tODVNqLA^CQZe1XMh-Ma7zv4~2v7v9Hooh7sm-5)hrFhrOR
zU8IvnX$djcQ8}lK6jPWL1q_-iehek|)5MP<lX$-)dTfR7)+8aZo(7Rr7{$yG&}Wx9
z1~pV~F6sQ;FE0!H;z<=}rH<9o`8Ef|5yUZc@Y^98q;<B?T0mj*Eu#x#eq9~tutLK!
zt2l{^7}W${^Vu@qxFx9bS=a>!Hw{Xv443@YZv3vb{Wc;%IX(xz=ew;^!^5l^`k6bK
z7mDw={Y1odo${*UfE&|&J^0=8<xn)KQ3$^Gj6V_Av3Dl=_m+m!4$rK#+vR{nnt9u$
z)#XmTD!4adKHI`yqi~q}(w+~UwZ^!9rs>Qk{mueYI>`Fnf&#oJ?P6M5j%wZqb3mx?
zVk(oTY%dTihRl06)xiIy+1K|`*F!wkc9jdreK^KU{p}j+jTw2W%JMGseO^`ncz2;z
z_4G7KM|WJQQlZ&yKf50l!*e$!&gZpk%I7R88tfCZSnZ}_FW&b%Q3(7dON%i5vM0Bt
zrF59j_iiKf7%QYZgA?TI`REO#B|YB!d~Uuf!qSRZepmp~59j_Eije+eC>nLXrqit7
z{L240+`!){^27Ho^~>7r*mIw~*I@TsK9{Ei2;^mU*oOisHU5XeUoY`#SKL{vwFP@x
zYd6)@4Q{8@sHt4W56G1r+1YP@CuvEhplQ9;?ld?6h=8}G{CC~Kp|XV2pWV)Y>{uk=
z=gB)WZyyfckLqxl_k5r{s}FnFO#^YEr?MDsPssV~FaG?T{tWOq?_}`XnSFttTb1u)
z6Gyb%V^{3+?dbV~>vjZ?gYuchpzl70dzZh%=ll`5!)>`{>m|{Jz;&kDtsyKDhquoa
zDpn;ZKsLrKYq$K(4`FHt6U#h$u+w)-aX!E()k9Q^Y_Ujb6r3~toW~fv9)e6eTU{J1
zORj%Xv8X=@ul3NS3XWYTJW)`yKaTLi`O4Y|mp6fuo2Vi7YCsiZJ=!7C<lEd;<eYgk
zJ|-l7m`v0!e9~f3W&>!Y^CMdk%QTqg+G)pmiE7rk_o^5Oixn$$J(a3aj75oNs3b~8
zD2PT~)+jBl$f|2U<SnrM4N9hHHg%AAWmOX0Xm{;#@m%xEkzK!_5yuS)q%A#nu3uvO
z1%xE>xK{;$<OL>!hp_LCnD5=Z`}4!|L{{6|Y1ON}#A97Q2OLJ?G|UIVy)_-Tar5rh
zihmc4jygUJ8WctzRd2F!1X8)H+Robg%64z0h)=dtjF7mFmyMpUu1#%QeuQ7Q+j@Pi
zn|QKtx+rdsJV!Wc@ca6Eu$F;*hxSi?*&{M;6Y`UJm)~yy=MFsL!uEY_rO{?NmM&K8
z)*3&d8rTvL-cI6se_sa#rkGh-m6R-=qFb7O1A?1$MZ{uowRZ(iUt)jA=-$Z^_-@Xe
z0(^~Ty`qRb?X*U0$Q9{8YddQhd&FRMJIt@r*Pfl{MKbA)^UAYL&%WQLX6-X(W|WT_
z)UwdO8vITRPN0_vuRuMD;C?<E0puoLYv~>jB<7&y|73ghyGi?OZYtq6HA$y1Sg1k0
zq~KgV&&+qW+RSzca2Vcn;V@$@dmo<zf+XEe1FhrL*{y*i$AP_2A|RI{vp(qeR?`1p
zL7Q<e{p~QpN>ZA+ilwuM^QulB*YGf}t2pFn{2H~dJWA176SqED?pJH1wd1Q07M3)w
zm8d|DlB9@kdeg6=GMmLzM}Q1@Q5Z3gceo6Fi?4hb;%sPe;T5N3qY5QGjl^m&3&U{N
zyv@y{+Ufd+*vFLUZ_YY{2pVvH%rPF&Wm-x;Km;qFQ=4~Pwurb0O|4MKlnh^rlr*f~
z>hAYy*vx!QEL~iZ(luDGfS5+0<nDKHLh1dXUR|*2DvtrI{L2Kg^l|@to@|<5%C039
z!ZQ?M#@hbw3i3Hfx(Eip3N0%UG3g>>16G1v%u2(ihv3T^pzfi@IURX!IC2$5SZ1N%
z*%u)CUoSNJFOZyQMIOSIj~T8+E-<s&xHs<w>u>M;a$NxJHjnO}!;Hm#w=in05H+R@
zhP_mXgX6JMf9L^$d@h&nT`2G!XBGg$=*;Hbf-1Y7oBd>!kN0(}Xf&Z~_pOqv4RGUm
zSuNv}!tIRv9snU!B&0txub(L4z`xtyTW6t045my5zUO$p0rH*HR6pWkR;ArO<Z>T*
z?8l1hrLp^d&$79-P$}rIiJ5!{48@@L3T|C}0TfUf+=s=F1Bj@xIOBB9+fxTXGTEX=
zEW~yDO>X=c5TNvUg-1=wY%<ol?bx~3_CcJ@X8CUAcm?<CX<v9=kqmd?R@PkA8a1hD
zrhT7GXXgWu4Fo7W)RdGs4IT!^^*k1de0@dNI-CK=Q|IXbOvS7RbI~(3TmSbPX;uDl
zI%c68(JGqn9fHSSG_~N!I!?2%(%273_4CVKt2fzB;Vd%?J<<gki=_Y>U<SshHoDF=
zRvpH-PSXU;LRRWpA6fWd_}LtHkWH5oCJiJB{ptz$vtVVoixH*agqyu)$f#B#tMxOO
zg)+)Y5O6vRKb#86qKan2pPxW9r-AE@uhw?h3%bX;oP7PF8E@KlUt*)1&y;Q4Nio{D
z4Eg#F$X!`z<Lpwyf1~GJGV$obSx1qXaM`%0e2(jNJImgA-o6BoYg`^P>v+D`!TbC0
z!;upY<wrnZStk%!23$(uOP}y;o6B2pd4@#KPFr69wA(W^pYxq`OK9XH*DYV)5<qQ4
ziblpg=0lIwes;`GA%|bk8F&VPdONRF<#Wz&d+B{#$nRtR{CK76`MX;-c*JDiGl*w<
zBLpxLr*X4~RrE^eIL=$Xdb+=nrP;M-#`g0O8r90yi}U$LeyFPZL*qla?&yz9-8u1M
zTk~Cq(wtA9?6<DMx3+7({@m32EiFT%kiB~7bo$LP5xHjpL1b&?LJ|1yNr6yM?RVdk
z=yfiG-#-|Rro9F%FwIXb!!WO@Zy?}MaoAmmP|eNM!+rk*Nm2vGq~Fpceq3a3r^v8!
z-8!n|VJsaHM&GA&y|!P;fSZtj*<|5$XRG0Qmq#MW-|(@;(M)!qg$W<hT4RuIF<R`)
zAlwX%8)Bq6J!wFV{Pt{dLZ5a!0*w=NpVo7sf+=9^5T>6?R4z}oo|zCIc43Dxy0jTF
z8igKh858J)N9Hwx5~`33TQC$YP2R#rn`7^>-9hs<YyOqS-WzYYyGY;tW!*IXE!PKH
z%XlONM%vtJN*)z`-N8@J6{nC?fE4v)Ke{_-Vp__txNOGzvk-WxfB%;NIi)l}fK4v2
zW=tFkp+%=-1dUwzo=yq2%NJ7V|7+|l!=h~4b}fy7C?O@~0McDDl*Az2Fi5v_NJ&c%
z9TL(d-Q6IP(j_R}-O{;kP`~ea-t}&4Tl|AR%-nI+d7S%BY-KW!Mq4@r^YG0j;>^m4
zeJTW7Nkr`Ys@A#{!S78iaan`#R{GM>z@XQm<$4jAxA^DyVkxmAwH>~Lq9`Tol+3e>
zB>~RUS^yA!oVdNH`1m5El2oT;mXkM#qsB-$S#Kc8Z|-b0w7<V7fS7Ibtzc7SHQqQD
zzxC2;XNBOE0bruun<L`L^?(jU_QsarL|(Y`w!!Z9MznevhJ&}R0nbG)0=q}D3Y@<G
zI0-)o*ibIVlLv3QBU;@dh8rWC4GiUK_&>j~kFH&JO?XU9PrEEfqTDP__L`Y(>%d_W
zsm+yGC&Q#ud0IY(CH*n0v0UN&$)YV|89<h2T~nnTS+`vF(|JJe#;{PfrFk}C*P_cQ
zmpVTjBJm;1xfI7!4FRO_fOhXni78HS!S|cs&G1{N72e4K6xn!6P|eIu$<EZVRI?)>
z=E?#jZD-A%hk+mWOMW9KquLKhZ)+-8*OJ_&ArRw(C>5yZ?O<J!2fN#)mfWC=t%8x!
zYDFr~$_(f&iHbtx8z9AZT3pwwxIEz5@1mz?WOPyymo&+Gy?2{*?n8D%6|@LAnog6g
zb%_1LV$y)f^CAGnn<$=f16Y-uHS2qp+KH#*%$^Q4FwOlkT8h`ZejR^AdqO@JZrAzY
zu<p$8{<>``?g1CQ;gcO8ip0_UvSFd8WX^474~T3JdY<^WKHi#37r*AdS<=LEK02t2
z(>iDX*2r!--5K;PCtX{`Epnm)w{@c@q$kB4Cq*^<wmZzX+!9g2OneIkI@hppWZ75$
zib|1Po>e{O=X(oC^?;`Z$p5*_9G|+MjBIgPn-X)H?dJ$Omsizt1KKR}G7JKuyp=8T
zacy49lpF9YH?*P+m0{e*)MbgzAcrOv4kE#-Pl$utORhy83zwuHuc@4;co<kFIZdTc
znDYW@gR~68ZQ^m{_L!VR$m>t+GCzWB=)}sTA3)P2AHI^o`D!io-QY=z{7JMLax$wu
z`}AC|&uch0%o3X*qtbz)iMd`VQX+3rtFY2+=|HKQypB?dlA{I#&biBQFDO>QkxCbn
zMNcf>`mjC*Kb*g6>COAAz&Ou~iWZ>P4@C&@Uq030yABz}oGY72?;`a)j7hzk5Zr+<
z@ot5ThQH4d$L%^`-D{yUY9saB2GCMYU55V?W|}YjhZF3ifkv|$)ZA?D^9-FJU{h(u
zXu*XA3Bog+>TY-l*a(PK%o9(QJju#;JhUjy`53h)vvqF5HZrNw91?Z5YvV1X^mdet
z1U`PDQlUGt!Ox27H%TOT`i4VhS;b)reu6*)Yr?YEX$H-f`D{pWkSEwS7lLc1d4**N
zn-B1HIn;~R%E^3KA1;hMohN(HCw(T?alYMmX42;Ss5hQ)s0jJ-gsuHRmo_-0=_TZ|
zE$dzqaVA9cu*_Cs@gw%PvsF3mqa@+64+rU}M6n6nWqb)N)E99zZ&iZ_2NcPdxSi~)
z6Trtq4{=UB*INnY_<!wvFW}<ftidGuu?A}s(>W`nML;>K4&sta0t4DJg;T+!D23(y
zYvx8>IuA?*0uuX4gOjPt5-0axz^uS`)hz`KAycJ#8t(4>ttdOZfLd)zaO4M8DOB!+
z;8PsX_7fik<PK`AXS$gA7MAc+_N}nhQwu=uW)4`-n)d`xw+H8nRK^(KJ=F;>AGOVo
zDZNN_=~*5)&2Unew*oq_midu?_eN7vJ@Mb*e|-0ga8H6frRoBNrTOvu(z*k63@phg
zl3cq=;pv%Xv83qO7fqOCO-J>Tb#Le79H#k9`y6BR2EOS)X#<EY5j8e`b<ooJKqut5
zrSlBR)dvX!Wlcjvn?#+jaL3l|U@~T{d10+MYX#i}Y3p`9@CVO+pc?VJw9ur{sLcnB
z8`HswyrAvJ=Yqc;8EZ{XKvq(Y>!jiEyUqvEgdPY<5G1IxKfY=WLW}>bfPjpmhH;UQ
z_9~tgT&x$K*P6QeN?v)}Dv<u_WvAdsnq?vih=eM&%op6b#2p3=Y=cM|gtGKdkzWP2
zuSX;=M9d-yym}xXiY)Z0UkH}0=d7D2)rT$khWjs@;CJQou5R+LaF!OfeH{5;yH|p|
zs0IoZt27SIC^^&ECT*~h(MLU|O(T?b48}Af&Xt7AvF5y+-H9z-<<pxJzpzA<!rO)(
zn=7AGMcPsBQ0`6NiM>`wcZQg3cSF?r6745spFu44k|`Y`y-(+HEA4u0MvQTSuwt|X
z?d6X?5lr$#@8@B_gB5XmAVVy1Ki@n~7fo+K!x_a|Ir3lpj;d-8Zx@lCnzV;KkuElN
zS~XOe3#-MnKz3zHtpAG83*M1HV!W7sCn_Vrx=SkL%axw1YyT;2k}|DRl^nC;DOTHa
zX;HUeTib`4j0&^8>!Y}d>0c2l(<(yn*2;9_h)BHgrEoJ7CRSdU&^dI7JObZ2{A7P)
z>p%V9XFm48-t;fJ;Dz)tgK`4V6Wcc+leI^4b()1psf5u4mRfHsF$}ZLRlqPS{bqi$
z)0&cXuvcO;SJTpJ9hA73Eo4`xK#|Q@_j@cKzzkV>t)zi!93>e_XaIA3;s(x)UD5{6
znI`bXf`v?;B`iHBGnW&_tzDHiVskXb^gvoudEhcri0dtO)<EZ_u$NrsR`xuXqCbJL
z1l8VuQ@-U>9tRE|S(6xCmb5I^=9`X78HxlXdi5~`-cS+7)-c|=JgRzY3uN!pN-Gu<
z%}m7%I(Dv?$b(X)gsUFI<=Cv(;{3SntH&Oh@~?NsqdSS7iv^71<Iawhbt$9a*)G&k
z*ldXpnELkp^MsHJ<NtEnV2_$tUY7BpGHy*}Ka3CsKge8b2ukZx^NSs%)ZiwdLf+0~
zD|9~6j!|SkJPS*#YndrxD|EkNjCnU2KFD5e9=GmaWid)?=2he5d3@TKbIe)Sj`}^Z
z)_9gCR)T>Rsf*cxi0BRRn6!g*r?~>5Fxgk@&TJ6*Q1B>0Z7pN*Zf*SFItD=sN4S{e
z3lqsTL|lm<Yr4BeDUxGw=`e|onMc>gG0%O^isQemJCecw0+l&4cIoD>60?xzKDRi?
z=&x;OdhX50!f4h{3`NmKk9<=G8Br-{Gk4vzRrKv8!xLf^?_57YwA?ua3zVj^mLR?S
zq4*rRBbF9P_;JgF0L|&+#}2(PNo5)fDHf9owEI>^-}_F`f7azTqM|#U{*yj_$JYAr
zgrZ&D;$xp0jI<W<VFIEGp>WTpE^z4gh5dcSLRxjksp#>k5cO_>qKEx>ZCK*1x^pS;
zVnt{uOP04s1iIi<)=SfE*$0h8T21BNkQ&!)Mdxdia8pR3#4n1h{~|ziB1g9`=uL7I
zC18E&=Yuu55x?}j#4lUu^PoozW-uBr#4klss5PZW*S7DS*Mhc!b@rhyvQ(Av9aK%N
zP{Jh0xFRh-hA0NR!D9?eaXLAcNS@%}@8ami`O<Rg32rSOMhX(&CD_e8$j%b;t9a!Y
zp<GlPL0q_!Uh~_1_eM$tb})wvJ(?N<7$HhyXpKrH!VXIIwd}sbG3y@UFL84L)S!f2
zeqTHLf5^6QF0?aZ+ZkCaamhvG3$j6=H*MVF2@W(ua8O3pwwv$9)$7$B>%=i5m&X9c
zf)u={8KZYSFQqIw7sSnLC8oRb{nNx@{O7M~(2@a@GHJh(4mP5(ub&)6X+k$J-69BH
zX0g`Vr-mN~qL+&;@ka|)nJTeLNDIk43n4?rk6Z4;4W5f}W_W@>BusQJl8$(x>_SI{
zC<7->7ah%TQ1yc@Q0Se0isW2|(hv;-4=P7qavvh!ckJ%@z#!Z8h)&%U`&lpKo-#Sn
z@}h!cZ8rCQ->)jqUM@2LC7kVk?8-qbxJt@#R3CW|fkL22xgjBGL&-aMH~Fg#%nI0i
zWog(ys}lBsb^lqAi;GgDa4Y#+><z&g<c4s1K{(BVwuFoHevvDej4ydL)1Xxj(G%1{
zyZSGxJqs`x7f@pq>-Ii{CA$0g(TNn4P^Aft8Csd~m`4o@VkR8=&ld8`X&7}otBdEs
z7wEe|vzq#-*ITm{TpAxxr9~_nz%*mv6r+uSbxXB>-EsnpE(c9k@0QTIQGd2NrP~ZS
zoP#%ShrvPrDN}BK$IZiJ1=#au^M!18lLyGJBJ|j){0|U#J3i&s6E@EVU-IQ|WpQbi
z*eP!Wa||SsWXRlDEU9)JLZE_tF{?ixBQ6i+>T;ZJ1q)PAu~HntOU$eFnGX??Ls`U_
zF39z7aeeZ~`7{2Oaqsn&ag=mdA73ky{~5II6L=$8z*U~x`qNYU5UG;iYt-+tgRO~3
z4r(P6CL~<ZJOPf&Qq{90WOf`<u43GFWXB&=#Z>%_y)y6Vn<Ap3{p!4E76TJ~jV1LM
zxKr$|9!XqcUYVa70*(b@D&a^eT>GN*3M(2gBCewtzhB<5DSofpJ3#sB!6Fo@`q}f^
zK@a;h&a5q;4m~YFYL7>GeAh%<3il{Yc4f<i=Y52EerX>UNpa?51n9E1awy<-Ap(jd
zeL|}07=i2&RZ1l=Cm!X{1X^tXoUU87N$3>*z_&K*i91LVp7E?QVlhZ5SyS|A8@IM<
z*M{NGH~$mxlxGkDdXvyQ*#36&C&)8gpuPvwmH9v}ALJSt0;w?{`oxS3v7DC>6rLSf
z<;Y?6Ppi4%3ZP-vhkPVYUb5^I3d_|H7v&$8VYxk}Lhz#D^aZMs$I0((aUwCg-zxVq
zQe%2rfaBU(eX3>XrZ*X0tpuAt<rmvyqKe%h?c(G_9gd@aFvk{y5>S>UrPU&z?#Wky
zZ8K5vsdyu|mxguSKM%I{&Paqoz|s$gsu*VtacSr)xhQP}PLWDGO9d4hg?*@m#s|&U
zw`%Y{4Kfq<$uBd;v{~wFyS_96!-n|lKea1bH-Ury!Ug+#+ufNJ%xH|xDNJyE7u%%$
zWEEP)?bH`dSnU<TOt^>3RW!=9QomBT1Vyqm*Pq3tSxETxJ!MG{euQ1my@Hb|!eUtb
zR#L8_nM<(ZEGr(_lpulgLqrO=(K27Rx|v>tTQ^Wuz4W43Lpf76&;kovo)0}1my==i
zN|zHkq-bGsx0kylj1nR}CjQiGi~e1cA)PR%x-Txyuz+POtjFd|R*>bTZSF_krrI#1
z-QuiLv31u#c4W?3DR%+|-L;3cdkO==kW2E(MTCMYhzabzR{P|>R(o&T`!}lL-k$QC
z@MRE>RewGA>c_`3aIu928m&())~0VN4_yzF_lS~`P_$I#JkHY;U`-+<I?ZK6hLjvN
zPM(gR5f$j4yU#)8M(17p88yQ^&>}>TI7XB)6tU7KPKtyLAJRcEto)NptXQ|jR30+&
za*<B4`voUng=$Xzqe1xGwXrh$aC@lM1~AxNat6rz@*E9kPEpR<5wA_sa#*rG@`Zc`
zYZocbgOGN(^H&z~?K7^p7*7>LR_HMmY_T1rjwZeLDa$vsV!p8?z34?!0Vy#Ti84kS
z-!YF}k?%6hfIEV2n0j{f&+WZG+LDY@w25^dG;n>gn2@91QdM{gKF#E$#e;(wGRYWV
zi7U)X5y};q>PI}M`NjTJ2x_6=$j=TdW;4Z!WcW<uS@MJPS6J(3ne+OG?T1w#q(&hy
zhUjt%F;fhGYKKls$Box4Aq+&@d6^YJD`e~v4WqFA2Upfavkg1xhs1<QwbGwQl+6PZ
z^D{&=8WDsx^?}{1xb7rt#uCv5){BfyhL>vg4y6**Nb1}HH$G^M$TOW*Lo7vGz>Z=I
zGqB%_2>1EnCfp*bM)7CZWS~+|{jJ(S6=nuH1da3@_4iKaP7m~Nz}7!*_5DN;&6EVd
z0`!vJdnwN7UTHvC6q(@ySg2euDse|aHws`ynh`wc)^&n+2BNa08s*~@v!ExRbJDF5
zhdUzbOqTJeJDD+*dmtJ5>fpk8i_fU?8|}1c4rZcdRHg~(e%j<u(KYb}#a^ihD@Dvq
z2H|=H+Xh3?<C^pWc-n5k2Is<UNw!LiR<<UejM4VpSOk@Z-TB9oy$RUIZ&Zh}h79mL
zh42B%RMHC!HjD{)d--)Ux{It<=hg;QQ*S4pN2mg<pyKADthyUbglBuCX1N-|dGt*M
zqIYAO_=dNjszlts!eaG6Naa6R33m{zAvW6fFz9NA2}(d`dUgt(<Pi>csjoA~tGvf%
zKcbmUG_<?MAWQO3-IZyDi<S-AYUJx;g2V;JT@Pfwfh1q4umid9&4Wrs%<qXEh!qf1
zqmiG+M2g+@^<S(<6@7j_e<>L(pPq@xA!B3Eqyz08RSVo*l`XntB+lyk#qd0@Khio<
zW-)>t6Yr5Mzw(!a2`Q;*DWlxJjW3P$S@P5u*bN8hyNXh|+FEN?sTaFnxVDeWzNCGZ
zoWX@m%TD;|eBe6B$9wnN@^eqk{MSPA4!`=>&x<Ru5V)d=(@Dk{s2H5)jw3DBucFU9
zE^AFnqm%H?9asX*8>-@L!jioRMQb>9a@Z^eCkmoFxeTuHc<B+Mf;K~j4PsjHv?xv3
zxU`zBK%lZb@plOp4i96qOykBWLTNHlzXeV*lUnGeT%)SaDEQA?<rO63iBx@+z?qr&
zW@V0MV{%Cfn~&~(Fu4H`_WEJUJ#39ZtcF(RhTV%7hH)E`^p#djR_wfp{;#7yJo>Cu
zqd&~gGYG%=TKR|FObB2LbMaDIHTcL4PTC)`9>klOSZ}j;wZ-rVp3z-H0xAs=r(C~B
zxhzT`vh^2?`FrswMe9p()q+K9#{JiS81&)fA!mjpn%}B6O&FVwg=<Rehw4B_NY9!7
zyAgBqF$f!iy`&~Ul;f(9HOfT=W_3%R%qY&#Du6bHhigOh8mg0?Gh9V@omfOSt!v?J
z#)125eJFDv!<UV>4mB@*RQ^%f*w05Ex-bo#tsdQByWRA;ssWmIn1C9zPYo{60PTD3
z$iVqJ7#TqfAB*40z>eiTP{xNAywVFZNax(Vc!MoA*vSwv53ZM=V%4XTOfbhPiTy&9
z&fKh&6ew#9cae2o>=g07Jb7}a*oJ2L52f)B_fm-SA|;ijY3(u46py-r@f)ggA66m#
z6IMz8u#gxaNlkUrno9GWCiz{q$_pCLL+vcdZ$0A!!Iff@_{!gaBw!KI%n;C4%P?tT
z!Bx#!fZ<+HPG=;Z963T?p=y--K*1#9Q$Xs3trKIupq5`-@b{t?>|t!qv246_aeCoX
zKibWGMy9-mozDq9#iO)E_IWrB)HjSrYT+~vN@*%-X_aG<uB?;}@Dtw7*!rl8Bwoa<
zw0r>C%G`28kvNNv3gTvJrwhD353U=7CX>UDcWQ8reQg)h5jhS*pJjH)Pe$n;ed=hz
z9UHhfP(EYq9bsu2{Yt@bhqT_K`a9Y8q0asKJNDmE0>t0oAg5?I48%7Z!3*j0>zFf*
z<>$fPmzh5IA9<|##e%)DU%gz!o*hI|P+e`L(AB>abD4)>r@E0{y&6I_r*Q4?U~r)c
zcsn+)&<q-ogjX{Xp}LN!q|H(IUho}wDPy_pfyc7$`>zhAPqQB&;nAcjRAoozz9czg
zf%KN3IrV)NfL>q)BWW$*nak$XFhwrg2QG@Kc&|MwIMVDvf+Z$UhWXR_a1eha=!Hr{
z9{Mlzx9;a+pbNy<WVRW<N|qG%f|j96IW3fOHt>59XYB(W$JolvG;*8~6j^nP)Ba{I
zY8jRq(C*Pc>)qcgJ1HR8^}iS5z9;351NfKN3?vz;LVxk?9ArB1rlkmLq=nEfNC_8-
z7Kv9o&6ZnQf-&|U+;S$<8f-g_Z<-ySjwh)?NSjI&KI`ylOw=I}Wm6`rfMcx{)0^hr
zmFbZO$Vy3A9LW(kct)Ply`VF3;*ZeHg7pJuJTd3-y(Eu*r4`Z(3)X?)3xMDs!ICqW
z(*kdaDekOXeu<mD!$dTh1jcFrm<{2pb*H$9-_a>En~?{T+a%Y@Sh^NO3$!XivuH6L
zYgS+q&_0f!2xTXpjgbDd^dT?W%~rb|z8fY2gMXez{O0H0u^fDH`w$)vTuijAGHExm
z#r1|0@*jQ5?DAM|H1N@lvnC{SKFZp2zdZ?~eVbz2&Ru-5UwqhdeX?3HaDG#KlW-S9
zIWUmcxkttD3!0CA<uvE!<g7Z`n=?PkeXf*q=T!<!t_=M{Zvm#A$%KYYjhX?M1ucUT
zAW6`lQnCJ<7$bMOH&-BaG6LjG(jit2*WU!M4i+>~OuIL~KZBOco^2mZ0G6k3d+w)S
zvD!|{@s{tOUbw44#&Dp#prEC7j4$9hz7Rn6#Q!FV=h1|Y=V=Cn-t%g-Mf>uXoQ71g
z+erII*`yygw>npcp0@`r?BKcH#f}0|!_DXe!P*ONCnYCFxrRStFA$sa$ok`Cr|H_V
zOTY+$&!m2^HxYY%e$w@fNLAbM{Fr;zrei4my3B$m!{LJvGU%<CF&an5FOqbZ#LU^v
zz3;6rnmz^zkZ@mf<=XusiW!RF&ss7z80CstsJyPUH31IfsbeH}IO&dkl!fg^N|ub#
ziKU9)pb&;Rut+?ah#v?r8I3z|XxBaHAEmtDpp{a?I*1<4RN4=uoiQTb#CCa8DB3?k
zL}R;+O|L-h!t5$;Wn4#6tL}}W@jhHgSG!ODBF;MtP&+6A5G(uu+vxQzbAt+nZ?(<6
z>4Z<{G<Ud0;=)&g>;^i52;MR6Yby}3e>GfdE&h$I!HOi)2Eawsd!<eSD}V**^`pi!
zrIsWhnG~n3&1Sl2Quy^(WAajK8#=K`DpnXF|Bvp5;4kw)nYC$S^)+O9F<7>KnVsxM
zyvO?T@JH%B!4-fuaZr>v>t?s(dA+#T(s*KLV?(QadAASYMaN?Z&v*|wpm<Y(6v<x<
zO}*i30IV{ciJbGz4S>v4-$Q2Rqy+5fZXD*^QQX(2@L_lQGiJ3?4EFuITt}7^@!q*7
ziK%5jnRELMwKPe%49QSS4U9pj%<43}J}b+zBgi4@Lg=MIryJJ!d|to~T^rox9{){5
zB<OH#v}94I?k*e-#6wb8ZrX7=gLi;(ynhU6q@_ihkIwsF1eSOpZ)H9=%K*CE;ja8>
zVbHbvtEWH;T3E@K^T$QSF^)O|*sn(a*spMV4a?*w=Yqos1WY>nkeuc&ul`A3xlFRX
zSm+|P)4e0G@aq2@KSl0;jpA~gj~BU`&2^<j<1rtLksEW)*UeELN(WgvV6$N}Xfkf*
zv_7LWYQ&2Xy4aL&k{k2@6jC|V#bdnAhi_s=xK@(F679y#Or=Nh7?JZZA8Cm>h_%QS
z`}v(0<}G(4hQ%xljlz3Lr^W5Erwo7d`m)g{60Jooi^7@1AvU6!M{qc{5@-BSH@}^&
z7z4)M!?aj9s*k#oUxDg3K>8IWPpU9{;Asv%LlxhU-+8lb$-aR*Px=KN^sG&258tdb
z(5O#_V@G6UnN@+yVxzC`1d&|s7p2Eie^m*yX0z2y>{_blHBhw|U9O08vsp&Hq(&Q;
zbjnK9m@d7`shp0-KxZo1ZU3E9DY?(7><lDJ9EAlMSXv?tC_5oP88Bo6MTIl)|Do|`
z@lm)fbojMg9MAA_hx52hBdy8pL?t-gLu4ZEAu`MV1CgoO2S80O0H@&BYRhqsMsZ<&
zpCiMHL;ljva><>|7M0fD2Xp!qc&5Rp+Xj>PYsP&^p5N9yDm>c8XG)x}FBn1Z#^Ybl
z0<tVQ0aN{!W(Q8r7y#CAb(NKKdvL0=IaOoT5d;hvXY;#zx%c^4KmoHtxZt&P!f!L(
zymRa6yc@OWc3SQHYwiMwDR?eDic^7ZMTjEVPLRyKU-_N|7@s<wIsjnMc27ytW&dsC
ziuLXLlRM*6i;|bL<o(Q6-XNXCve|jt+?dbS@cvtV%dNqM)p+bTL?8!OQ4kle6eegm
zUF*L1(s}zJ&dKie&YyQCYWv)imXNJ>@3r8&Mj(E$XE!tPd<Srpg~K>F2;jdBXb|nV
zydw#EFZlsq<iX%8iS#d&-!d5cp0RaXAc;22G{51_8lh1nv63g`TItM<=EiIJY0I7$
zpTl-V2iC}HbXe*POEl;-r5!630`FR>FfXkMqY5gTmDfl0=t_0<7ee68OaRf02`fz4
z4l}bse;F1l={UvQzY+E#?G?Qkd=PlKI}*;8PJt1k=?p-vljA_X*)zVREEjauBn2W*
z--uFb&yCq-c-Mo+d|FGm;N6*L>RWnPK08)PDh$9>-dIi<M~cuhv=MX_MJ{H&tl0D@
zklB_DS&aoOW8KDXwS7}7B>|-Mw=y++^)CI{)tX62UhV<u%>~b-qIy@jEq<&zvzf?~
zMQY8W`9IoW25D4t1d3bkgjM_;pS-bPo2*v4nyzh<5Ow*kveD$)uy08LR7lW5+)mg#
zxo&3trfP2}DMnftDZlWxxRm}RQ+}It+|=0_yXAT5T#%T1=bEAbNknmQ*BG(yn^Pd&
zF=Q?q%|(}YJ+Icn-lm5d_0Hi%UR)4i<>lw+=J#>cR9gP1b(sI6<uNdKGe*qvCCaNr
z44BJ-&XWir$6=or=2`mDzk?p~xxPN*dg~ZOz){+)GY7_s7qIi7{<+$(@dAWGT)MRN
z%gbjIvi#k%<)=iXUvO+MQ;7Bb@mEw(X4uPDqPumc=Z5&`td9kbG5~7Ia_!8|ULYyJ
z0IIn@*O{vE>Ggua_%41(0cpE^_uFNsMX(Id%@eHiF2U@*d_BOMq*-g@2P1Y|_c(*z
zFE&0eCRKzN=XNt_mv6exweZJ{7UVlkpD&{`H)_9$Z(5FeygQ%`K+7Z$P)@WP97n$k
z)>gQylv9-SyKcp`T<Boc%^N6*g-z>ybH6YRK)Iu!T-;GmG!j+IDl03m=L2e}CD=T!
zx`FtVzw7S>!W|gpS7?C%11MbJWW)%1Wi^hDUh@}>5`42{?peEg;R;zE8BA_IErn~S
zh?|@QG)Zd)DltDd*jL@RzorTv?Qa9>Cr+;FzT}3Z-)NMUnZ_*JvE0_wo8^WBlK{+(
z(=7Vzz;250X8R5Nl0*Q-wAw#qS7)*_DRU~wvW0_x>-HCZGEln9iYtL-uAC=koBn;V
zbS<AfXTsWiD}=mW`=e^;N#J;XbhYY|Wr@@N0$m#vbDVvv;MTaYPQal2hQLnzSc8sg
zi7;xSeN-C;zA5@LT-B;yb!c9-{)?Onm6(v>ll4PT9Fy#;UwKYuQ`T6MQq;0Cg^=(y
z+*&YFDpD_e1FRTuM-ut(Fo0s2fhNg>;H7U;%E{}T`A+$eDig8I4IZyO!u;XLCOlyg
zj!@(Gmc6>Ah)i6GW~}WF&dcilpAD|gY|b{Kr_9I(=x2CBoZ=UvKT@Lz?SD+YJ_a~s
zXCqLn?Xw)fuhh$&=-9dOy7}XfL>!oi#rA71ke^xvw5LYLo1t?ptFp%vrf*4|&yC(1
zvk7%+B{>bSg5F*4?WPKP{*2MN%%oG)(Yf5QPWA*+!G#T(chF05xTN=AeSuK#%<UKS
ze^=Z0+fG~dy>U=53-|JyLI~N9N}N2d%cxfcuI_K2<&V;$=H}ITAAdRCE%7aID(vq6
zb&;^|wg%`V2rN}qnR8jsjH^MR{PrfdfLC(AkUe}?wB-(Hg1?E7AYQr3Dc{n4xF7gz
z05uV#p)OYp#Tk{WDNiw~S?uUx64s*cs^E=TAFAgKEh++><~8@y>uGA)?<A8zpzZ4R
zC!t<kyWcu?y@6P+=V2SmZWLiUZ@m<>J=10Yl@XEz$IsHSo<TFrk4NqQkj+Dtpe=mw
zM<Jy@_?N9}R&F@_X})^e)I$ps&TRPWcXsw+o7&(Go@L<~7S7JYvTDLMW`7kj{r1Pb
z)E#KOP@B!K0n9B3r$y!R*q_+&IaznS&7a%4?*u(s`qONApDi^CH3}UnSEnzYFnY=T
zcx($Z`FU>s=w&yj!?Z;{K^~hg_ic@2y!{XS(49w<9~>^pNTIZIJpE^1I?T1Q*-#rh
zq}4<HopZ@rF%|ZtlbDnDWgzmkjPdOI7Fa!T9M<UQmdL9cMB%IxG>l)nAJHyy8gn<%
z?-B<ewb7<Z3_n{9Zus)9gk^S#%4T5+ox^A<)}$`<Y`?w`#Nw@7VosQ4?(6^EurDi?
zfM|8=G-)!TgYhAvR2;5{>84ihrGq|Jn`wB+m#F75g$92%@_+HD0GSDBioc)X00+VE
zeXfB*Xhx@)RC*e!2lUw|?5>cKqJa!a5)--~hNv$me3w-GvB-vK$%@zvGvv6*GTDe-
zW4Oi+#saR6FQjf8$JYJNSG)GI>s8uUS<;l#OeCScC)k-}yg#qyoA6rSF1T)BE10CG
z?%-#l%Gj0;G~uQXRdi#iuq)c@VgY|Oz|^fq#MJr5Y1@q)t4iR2EF^1G`cUT4{xdh}
zy#4+k^FQfgS~D1xp_*czBzx`IUjp`4RHzr~X5IU9>^@|{qkJM%eChYHVhHRM*`@Fq
z7W?l_eA|66zuf=#ZIyB5`#R%JoMBK8VB<emDO@*kj_G+9^mklgH4!QMJH)fA^n9@l
zx1V;qji3Sq=&?RW+M5`WvQ;?-nrUsLCz`imi6)8Bc_s?9UIgej>Q+9zbq^WxGxglC
z^y5K4uA9_|&*}|}nqSq6>UwWu)#NKf*RANIMi3dsS`pF_`t3qh-#!$BijT>6eeeTQ
zVH-*0qNt5e1aXnH!3`RGW*)&^BZ^`6OGS#i>DCfr)gyz!{Z63}-Om&Mi@E*ReKf7P
zQCy^ni^gnM)`s^k7^<W&8wCN<^c>3T6V^@5Q~#c!n$$4uDOKAvg|}NoF?#YVd@<M(
zMqT}{DtXnPZ221j$E>sm<S?c*5tnM+$~lmsRznd~nnK)ebpz9yy*=-oL3n@TvlQqQ
zq;C3?-%CYhdX?jPY1c3Z8T;aOUf6*)T>kKvzNim~V<2Nr=G38y2`IUGH)G^hP_Uk0
zv$MUaeYf@kyeWTY&_2Nyri*coRz|Dr(&*|R0RE%<z+TUP|B?X5SIHpr(a{hXJA@U7
zovkQtSdXQR%kuDNEXfaBcJ$|VZJjYLEu6=lFA%4qiDAMq%Q!|}G^FM~^<zKm9tyqQ
zj6FYwohSlbZcpDxm#QjNeW%iUpKKqvwzex}82lw;jX^UhFgF|TIR~UP&#%+6`lys*
zpTXrkL(g<Re!>B(v(Z$!YIk8_4CWYcQjXsFxj$u$2Nm5>y9$YLH!u%hG|Fi%^3Ng4
zzu&As58sPQMlU?3Bb$U`BRUo2K!@B}i^gvZis@`>cweTZDYD4N2yLpy-?Rsip-B4p
z^uN;c9>Ga(6z9Zv3dSQ8ZXI`uNPmXWR`07kYwZdGSq*;B%E#mi1=LIw+@~MBFeJR*
zro)Ey71qBz%{iQ>+L&f`q@6{xm#hhSWkd@VHPMm6BH88+J(wb`FK*E1ZqPya|9Gb0
z(xdy`y8_oZw9wOJasBc^CW*eT-x`u)litZNM2Wr5hmkXtDScP<mCoZ8O_vQW1bQ#s
zXG!b>VU=$)E*(*1N%E8egPcbyr=8zbX|smD|NiuLeB;PCZ?tNT9G&*!>zq6PTkeN4
za9u1+J@Q3~>w%bFnRYs>|E@Ov_sc2W4kdbqi_7EiSyG$I#Of_pUELKAR&Y!%EsF55
zG1g=*pR%H_rcxKPA1EJ@v|$hYgCnSmADhDIROHg}VID`Nt0ZsD6mI4dM{q(m4?5C`
z8h8B5O*5rR$)|u=1C=Owq=!ktAUon^JrhmujKe7fa!y@P1I4yY97mz<|MN!UsvSBM
zpLRY;8a>rSZ!`soxX5a-<x=*2BGe^$N^i@J;6aT09GO=5$B6TzydZlBgHBF;tMi#@
zUlUsYkc@pGt(KE~xtFk$Ah<G1Hj6<-gmX<+$v%!tlA$&k@?OsI@q70T|2pdpreJ|Y
z%-nrf)5ko0I|34cN$S8^rs3dy`vm|D_&wPD$6J+7eXv`QF8`Y7WtLy9(j02chVy#d
z>Y=H~6lHLjvc#C;dY-aUusj50#%zlgnu}MWk8&a|I=!1_2#FH^#^n%BV?BethzpvU
ziBr>PAN-`a|9zp6brSI;a3IQ9upzjYm`Q@-?5Ho4DNtCmR%@CxL%GBZ_*kD`-&0q`
z-~4+h{`2X8c%1_L^S6}}WWIK`8BgCt(&D4>F=_~}fuGKBM-}!wK}>Uhm!Hl6R?IOQ
zGjdpuj*&!jRm}14&y$fcz}XCGR4*ThpGo)H#!T%y<#JtS_?!+iZ-pojDQFbWWJz62
z^Nbx|qijo{<0UxCCC!q0|H(l7*AZv3in0@wV<$tver955-18QM>bBmn%nrx!K|`7E
zQ-?&_)d*V62Re`l5jxG=<c1Qq((OuR&xa0y;aYJML+lQYI5WdpknJ&v1XZ3LWUZ)=
z9L-UXpCLROE+U*#$(z-yKqu0SL#b<!H*cNtp3mJOPx$^VoCaFHIMD!p<^$kI0wOC~
JEUfGOe*htgT5kXV
literal 0
HcmV?d00001
diff --git a/log/zPythonScripteTest/err_n_plots/IterPlot__noICVP_Vp__fwi_FWISO_iterate_m_allshots_5_9.png b/log/zPythonScripteTest/err_n_plots/IterPlot__noICVP_Vp__fwi_FWISO_iterate_m_allshots_5_9.png
new file mode 100644
index 0000000000000000000000000000000000000000..f0dabbea5f403aa90e66e4489f1e9ac3487593ea
GIT binary patch
literal 47932
zcma&Nbx@q$vo)Fo4el;saCf%=g9mpfxVyU~xCDYb!QI{6HMqOO;4XKP_dWNX-?^v0
z`l^_Jo}r%Fv-j@Rt5>fMm6sJqgu{b-_wF5{qy$j$-MbI!;7=#)2k?_l=G44*?^+-v
zfkMh|X{YI~X#{=Auj@#xys5b=V*a`BVmm*PIk2D&B@uWD;s-J#Ei6D&j&r54jt8IC
zbP0?LboN8Scu^!-eL?$#@+kmvTIxgG_v%{r{1#u|QWPbS($W#`X?cIj{?pVxgpQVq
zj*iYM|Lo26m4_Vvg_3<Nus?slq(fX%HBlmhFGEcp_XDFMb!d_(S-;EY4}118Wc=2e
z$Gv=cXHXZd8617nLzUqe1LZVTCs2yRor`%10F&*JgRiF1dE9KK87z3J{km!UJc!2H
z@Up{Z>VoV!JN6|ujJvhn4&pTK1;)x-tuIR+r1r*@Cnmw+x!Do;QI3q`J+4@i9@}ta
z-%x~KjXzq4o^!GL1_DDF;yWQ!WZv7q276xgj{X*Bt>JPoItb6K^~q97tNDiGS&A@I
z)d|XI=Xz%Q4a@H-tx#6;)gvMKm#k=U!d*XsX4N($$74vY8uTVo;MgRi@(SfRH>RU3
zuJv!;lS}~|qN4-5+D2qz@$i~-V~iq#>u<;`2ZxNN-@xlA#uI@3Nb*gY-3tXx7`Djb
z{u6k0inHHB@2N4`EKa9LB2i;L=UvATe1^aK%E+AGIQKSkANxK$iznYy(Hp+1hvr##
zin!@86~q&ZCg@BhZmk@IKms)`dq%t)ZrtIW1%FI@eJ|v#H>Ac)qlad%+lRC%u%<ck
znDxuZSRSrUq5`7`#Y1Sm2bYB8+mGTPWMN@g5*0+^|7~r;as~yTVdG>q_l)f2kBNCt
zGAt|6l3wldhIz}>$)d=IHAX6Bq_%HV`ZW&V;hFgoSZ)<9Q2A<hBP8iA884Tsgsql`
zxu%LzHmiU4kf=Sn2iD(x|LT;Y58>^vWUkR4dW=8i%s8l#UcSP%N&()6)pH>USd!f0
z&A=Zh!V)SyF#mmxGE^Tdh<`lx=8xq>kNX%yo;wANil)KIm1ZMs%NN`Z$)T>zB@3~S
z2Ez^+*P<iqoi?apWVZoKRov;|HVIXkw#*&+$z@5E&)_RGjS3q5ZsWThgHtyNh!Oy9
zTca`rL~beCoMH{NXenRKi<YNmnw0i6B$R*y#q>?&<4CnTMREEaX{i7G(Ef9^=u&9$
zG)0}T31`OBY!<M2-z5!WR0eG;VzfT8^7NHyPX-f{N6lKT&ky`+p_&|%Z<nev#%3Vq
z#i06%VX&|9dBr`ACkmsZeB}}_uRC06U6bZfV4k@RDuS+`hlwROg-I|pPz!=jW)(Rc
zrZyVrGfNs!gv3|v=gUTTh^Pr4{!vA?7u4Ri5V7(|j#e>8d>9mu*|<=RuM-SE{=Z$h
z|GD~Ds_&R#WF%)ca6LqM`aqE!7QmL+_YB(5XP#9$*v5m<VxVaV8cIqEB$1R#ogb@I
zbziFeFTxqL8f5;1&ofd*-uIu(uRbKAjp7n7q!cJm&&UU{C%PCrejlwn`GA<I?Z6W5
z)O5|@+)~|yQHix&KOLXYhK8WQS!y)T90!$e22DW)<s3$$7Ny>>1K=5EXjag)`ZR*_
zoo9Iy#q<`j4W*ImyI3tkFgNG_=@|aKG!z(9DS&nI?y7~ZJ{_K))aa39C9g!i>GD9y
z)X#*FXzha~%&+CMWm~(P$5L@_2%{1Z6(ZPEJfAVDvZ+QSB(p+dLmxA+dbg@RBbx7|
zGel<Y2LE9FR5_yan>rS#$gP-wQ^XYyU#OIJ7$F=HAlK>@m&X2GQEfIx%%E+1AQqrn
z=1`_g($ZpSf0F0Qbc^4)`&%$3@<O(dhm1<+%#w9E!U?OecAw`$cM99H>Xb{ga4kKM
z2kXAs4+V@1H2>nl|2U*DVl%BzY<Da=19U`&S<xW@&^aM~AE4skb?m(_OgJ<_bZAC0
z$JOJiI%Jb;COWTKTQY2dBW|b7QJp_NP(QJuQungch~8u)6Io?6wSu%Tu#EjKe@rLl
z^CwpKR4-5WyxmIKEh$oys+TCm#EBthk8Ns?{lL&Un(5B9NO~kJWnJj~gtUm1g2!{g
zH#^ikG19~{d4P0Vti&{3S3zcL-o2cXA8n=<sxY?dVrKE2C7G%u9iI<T=R+nMqXYAQ
za}UGZq@Ij^hT%>Rf0}BR!Z5YCP}eOHYhme8mYQ2Ouxc=yH5=#*r6EtWVyY)Sy-t`w
zm_=lbX4tou$DPEYBF4Y)fzQGd{h$PkeXnVH%qBrg=~J})ME@PF6d{MD?e{chwrpf(
z2w8rlDsGn*YT5o5R56tXxMLu3%k)he)-j73YW#<CD=H7jK(@Odj$y(hKm3j?->byf
zABrH&jzeAHLE4Irgwo>Np)<~G+3~#`9nb-^l-;&2j=UQKUU<6J?BHbRMG1U7>peB~
zLVBKn<HP>}wUIt~l3<MUxbNr~dmi$A)d2QK<2(Nbl~c83j0oPXPmJq+0%W#d*TM^M
z<;*Y5GunxPF>!Weh>}oSON$f$k6o6;3mUtm(Wo+5J=sqYCHwhNmiK0I%}TGM^ABJu
zGder7Q)aT2J-vY%uMRJ1ny$(VV#!cr4hIMqW@a`<^~}|EBgLxblnyJapa`K^;qaZ?
zbW^Jk!$^1aXaLnNk{7D;lP@#t@Kp(x6!7~v%jn1oxSB1{MR62w&W0_<IX2LPLo9Xu
z7s4%~fDrg%BP-^@g3qQUv=Uk48LlK)<T#pyG<0YJr(8*Z;c`|hD_q@_1ogUM?3r1n
z6Jo0ZC9|-CA!|9fLOyfhy+`9hu}CRJGa&i<934to1+y#&sRER(BL?Sm53L#}DcEV7
zJiIXx{d4U$*`d_=tiB!ep5^8Mw-yO>Ag3t33F?8PGtq>=RY=F`MQ#Y+^(1^|+jClT
zGhWE=Wpo9Mw-?ZaRoPJ~skE6ouESirKPx!j6<ORanqKb=d4@=MiqAtJ3#eIKP@1$?
z+q{^dE_zm=Dj^XpKb;<X{)xdK7W*fx(MPYDydbaQnQGUSs=7gLQ{vfF>m%`hzrWu`
zwlFKijG5nKOz+Uwcnl~}E%V)5oClI6j<oOZ1U?medm{*DegeOXGI1p1GDGC`IdK5E
zGtQfta^F{@h}C+0reU8JGAKzYYi%}&`F6OQxSn)1ZGg&cHr)7fw_L+pm6!LD8Qpq)
zU|3PA-Sk?<p889e&FR2TAt#8yc_-H}dd;@iM#SSHYueBqWoxN4suy1RH_jTz0gKf_
z?8>|NY!3g%77E)sP?4h8*lUy21rmR&+f`9~^Wf&CpOoYrUWUb5<42Ey_jEN4wj3P1
zU0;z(SDnb;Q&|bu4A3p%CeA^Gcd|HU5%emyy_1*KS*TpIb92xP;m(<Fo@JYqEyy1_
zjG~~96EfbIyUG2Sd^}@(;x?##AwwS_s+jGBD{KA*uX5sMLoQo#C|R*T!I>xU>LdqM
z-%n==`NB&2j$V4-!)-2E+(i(U*zLS&M8Hwgdb~BX3v=IHmtes4&AVh0!<c1)zvH}l
zeT5W|*?e6K-WS%et@YLG$;b{*D%;{82@F~-PK!$#6QgerjAwk?*F6HSQ+EhN&ry$P
zTm6YyTkZu&k!L9Fc;w$u0G^<>Wq+6`%$T{kDBov8*%Sb4rkC?riVT3oe3}UTj_|k0
zcx0+3W79Qu$HS@jaz;Q;5aNpMCDBicQvs*JIdesV0pFJGqASMdi!|<Vmz~eUeidS1
zViyvU<~^st*xslPJOf7`+j`&nMSb;N8c|2epettkbNuoCm=*v44$=LNx5l4xDLf{l
zlh!q(oNHdkYfmO`7ZY+$E_<BT7H!X0Z{D-63_Q0<FRs^aihl_k%HJsFveR!1X=S+^
z6Af3rO?xP7;1IaEwggO1%6oQSD0vLJ9}^S1U*ye;8V$!)`L>_Z62A;e8usJZ``<1(
z-sfeyfrxEir`w+*P-DCV9&cT3eXhnDTu#iS{Qj~*03i8`+mR>o@#`D!nM32~it}A5
zSCr_^j1tn&t_Pg#{PZ*lK%79}5L@uc=;ATcpf@C6Pw(mQg#ttku(nQLf4(J-Wl@bA
z3HbXuE$*vPQoafFn5Q$}@){)=#Z@r^O4qhi3P<pPbCnQsJDj_=I}1^4Po~Vy&3S=Z
zh>u=>7`_G=NAtf*Jtlx)vn96TNX)a521~q<jeeSZkw%cmwbCpPXT$4WjA?>80zIhJ
zO<pGwwqV-&l<%6-h|Fu2osSaP@-)=hsN&M0v6I8~-KQm|$xdNeW~nKY()p!t>DKb1
zrl@_@|3ca)jgB@~%T=9RyBST%3RlIkSbcbbHW1=KyDiUNj3gMTlqf5iW5a&MWxb5T
zr=CbPgSKABdCnIMW(3N`=)od30}#A9irBz;dZ_I_O_9bqg#rmJqel8UOjVJd4fUC!
zI-q&KV_6i^MBNC_R5kJ}Qv<Yv_=5LnrTK4)(Tq0zk%Ze|V)w(ip9LB<{QQ=$N3-}q
zqa&g1yCutB7aGrkqC}sqwxjK^Q)YwStSdpgmAB_TUDT%CIq@j|+s{{^aRJ7EGHa_y
z%*d$AdX!DgzQFzo(U_<x(5Ux3f7|qn<htKoy5|=hXu#$03MYrHjpN?B{a=c4i8Me^
z^Y)`F62P+G*QeSyyyTo}DsWRAf<Ux#e`dJ8TY5f7O8F#9`~bkia{w**GNOiV?>y|M
z{>G-m|69tmir_#OWUl=*+B@qI#22j!N%L9yx~kNWarl5PLi>~AZ0$vmR?Yf=+qB|u
zenJUkl@o0BL~;eS)m*t7+OtW<@`6&x0qvl4_s7lKONv04M1pL))JCVCAo{!n`at<u
z^+QrL?MUU3!Adg%H<Xo;xZwN7qqW&=v|s-H6+u}#jD9f00y=r6k3IQYW9NpZMF<Dj
z=ZkvyPcPlym6U_{@oFUo!Xt9Rz3yTwRB?fy+FAO5SWxeanc_k^e|@Ir|B>3)I$Vea
zfz@A5GxY*5Qkn<*^?(nHtyl3uS`8&G`=k?r;U#8_Q07i7ws0eW{7rwB8E8G9CBTSd
zi!4|F`(XUnf<v|kLO(Q3{Y;hB5V9IB-qqEOZgpU!%uGeReYp+`qBD``N;B5-u2N8u
z`Vduk`>G4R*Zo)YOs}I^FwhWtpTuuXKxVqvH+d$w^lttXi}ET^^Tf%!xIM$e+FY1R
zTh`4JQ@{<@yR4h|!zWP2I6#xUqn%%tjaZ^^T189s^e#(nUY60jNJMJoob~?M>aiH{
zFL=zYlE4g4pUrAxt@VjAy^h_B<SX#S2+1c!%8aWnR@2kcJX*u1TX^(d4M7d`7+<9Q
z%Q}JEPp`NI#0*;4Pz~cB-h4nO!X#)hHRD`-Z7A1=8Wq-er-hNXx8vN53|Oe^clk2k
z-wAoY`&&rTrP)7j3T=cBu7kYm<wIi0nzqX|rs-+<$E=6iA{*A0uA_tZb0^;BJNRd3
zRZwDve%@JG&}f(`LI16atC+y4Ehl<O4mek_e%U+f4hDX^hf8OG!wK^f;$pjTVf?X=
zqpf8LmV~B8i_I1B>$%<CoA1V3TT3rRVkkMn&tOF=%&FRUcnZ>eL9~hjb5bK#>AD}R
zX>qVDo$H#1$IY^&%n2H&2JKeIXnLyee3kMLh?^SSt}aZ<WL8~gbZLx@0ykY$GtE_S
zEuOLBw~~uFW|SUqNduAlrFn21Qj!Y6v_;29zcKM$KphWzBu6F(OrffZj;3m*UIAUD
zQ=cJRnvZ!Qy|O5suuZ4K;t@jOIh(jn1?1E$d#5bDi$|3Dq(bQ_bk0I!8=J{S4k$ub
zeYk(mIGmF?yy4fPpt%RBi}w8)oIXy;`BFWDvqh!Ca#}sVX{Pf|PIMa`z_-Ow)o^=m
z`F>d_F^%wY+$Moh?=HQ>=IPay5jM>EkO_x}7yj+yX5DsWh6eC-#%l6t52M~+hCj=6
zH|6k$Q1*^z2cNKd%%GsUyW9qd6M2gQZx;*~YKyj|igTBZud4?1Ubhm<L0v4?r_E!T
zP0wnp?^BPCEZSej;OTA$y&?V{^od)B>t3>Why(%UDoe7XVsDDP*Tx$m=Wb^efaN&(
zVZZGy*tc;vX4cl4ZoJZ~uX$b9_pJl`uwv9(3CNOs&b!`hH^G0ipY07pI)g3@yU0+`
zb~g#mAZs?h$tfwLo^srcGk7eE=fUe8_g8Aqd$VeZR*Ta<rxkC1J^~gy8(({%DMDN8
zOty;w#C1Y}cs|!J(XGcio;O=0T$>SKAz{!3m#uKK(Uo}e<&AQbtFj7p2cH^;tMZle
z&HF)|QNTWx^Dr#_SkLS5CQ;YNds&GIA@FLP|1lx8eP%*V=<houCcO5wuzmJZ_d)vP
zLL0s(q?B!-l^k%o#wPakIvZ9wo-bXb1Be8(Md7kugAudiDd{B`(emi~UV<!@Bp{y!
zMF+0V18zIS<VZOT8z*{UT*4PVcI+@N!ZyTGfmCyzMJ=z@vLi5z)AE*E+<4(-4^$La
zk?!ervBx6kTc+WMENJ<m2b*pCxNmK8zFI#IEBrH7QZxc?8I0l=<;WnDYeR$}s|%=E
z)8Us7o!EIYqC;2*+@jRG(`G<I`cNUf{nTkLtsh_O(uKDRat0IHSwIe0n3L~$*nfo}
zFX<34`91ZTGiS37Ghk7Z!d2xB%=885=I}7t#>G9u3!F#7(@-C@Xr~!D$3SjH@-jbB
zb_F`q{*?BS-mj;W$$M21HXbmJ%8heHB2af7*AP#0R2_nkYzsMJmIM4{T#B>*S<3!b
znf_(B-H=9)EQc_9Nnru4lyPkouJL1Mw?(<5#>HNO{D^vNf(*@Wu6G0`NL=+ShlRkS
zi=2kM<zjbhjCoCD5{dpfX7Y<YbiC*X^|!mo_y?}Otq##%qiN0y9p^AdNdi{0Xev}{
z{yD0~sGDwEuCm5MMC|Z2^Q6UKs>mwQMQ4pkjbA6tGl&TieHM&JU<vIVlt&@uk!DDp
z8Prh9Wo@~-Ud>_xr&IF#7TmFKsW`fU{))))XAX+}`jx$xD&A|nCbW5}`x*fU2~owl
zu3r!pVsbr3y$AOG+&r*^1^OesTniAlAACdBbLt+q5vAcG{VVzX=YF7vfh@yw)ba5o
z^+T#ZD3^+UdOc(@(qR`!!u+0vxNOxsIL2{!->`PhuOij6haJv&hr=ae?B<Ycv(PRg
zOSeYwn@JCp=N%{&b4$-7nkcjw+Y?H|ROk2}l2p__U9}{@4YO^G>03EExn@mha~c|*
zawPcZ7g$yejr;bMpX}UHzkX4E&ND;3N#+`xU=j%vkyZeHpOry3Zb)lv;gKq(<#j3|
zKP$KI357fp{M>H~`l<vp@{8KoCeJthDi#dapdp<iTCLAvU6sYEh^DM*keNzopcI*4
zW|<hY_QP`R<<6A&bw7LzJ`wwJ>i%O+6pz8>(>QN`NDKU^Px(U>Z>H{KtHJ4#j3<cQ
zV7ix?xLLoy^6O(xpv{_x<#zJEm#L?Uam{89@|y&3CP};9U^U$p%$DY!RZ2K(>zt7Y
zdGwzfV+JOY9Kam7ew`!Q02i!ml20xscU+cmj;7p<(;3{J>@C)$g4%p<X9ZvHC$k|c
zB{2E~@2800d?sp^75B!qSX|d)Jwd*&>m7EtLzFUofH8QrxTVTe8=rg5jyA?j-+j)p
z;rL^<a_zT!bVu9vn;2W)t3dFQyET9OWxM3(9rJ=r;AQpqFO3Lz_h$#6;Rkg&PO!gS
zrto6ZslNsizg!$;dJ%+c`))({cI+=|Gk9KzQWD&qxgz4tG~VB+aIV~Ml$!4Of`WaC
z1bucIt4LL1zQe193`QKn_}ndHW0Bk5k@w1Q3O<+Ut<wX3=STUjyNk<Z)QU4Cf(y_G
z+KN{D-($#}oQ!XyyB)8YdU_ll*C=!&?0=+Q^FIlbzJVVASnoLMDadqL2-%bof#%F`
z+M3CHxsGK*$N)2veLeNUuu}D=*Zy^WGJu-*emAm?+cS|Tf~{34|G8hAug}du6rX{C
zfZqLs?`kOTQ3k3kj^NTdl32-{P5WyQ3~*;FT()%&JF)#~!4(moqq3^%cEfyI&}-`B
z{M(+R=PA3v%Okzu!{O;%;MQNYS5w#9*&L$}yp>xU=0Okh_x3sYUvQVxg)rS8cIUUb
zhy-nB6vSm!eVgw^C_@Hmuht?+;MDH|?VjEEm1-S&Ktu-z2TQh>8Hrxc7|+KUo=9(d
z^Ap%H8Z~={SKt1g&Eet6D6!8%FPIQ_2_oY2$OFMOW6m@-qb@lhM+~taVAzj<850%t
z9EKT0Ybq{2Uu|p&G<t4SFxO;v+~Y%a2T=!GG4}L&4-mL@t^qCwa~L=EdU_o#Yp<`+
zwp8{$Oscpf2hjeg#Pn**!b>^xWrtc#wSF~=S5&io4#7!HFJRf(mZUMh5bL>dvVK~l
z=}GFhr!m%lx!f8nwNk~+%?dn_%I=Bp`brRXn~RoWN;6{;N(3tdLC$n_;To-)RrIOQ
ztTU;RfScbfG}8}=826Lha)Aks8J2oAMl_xIn?g4>uV~H2eX${7AWs#YN?8pghGY(@
ziaKOidFD88sd+7|fskjYLeXmBNAVDB__@PaO9LuH^pUF1na8w9FiGuR`d<Q;7Wd9t
zdRkW_&`k*Jx+5S;HL%ziv177D>foFf&iw(^W>Zphm;I?FEpG+cQz*L(nyoBRKOY}g
zY+4W<ILc~RJ08m-0o4-%kGKk>xsoj%_tVEC2^D>U3Unf{Bu3&*H}&G!^qPlHYv2oA
zEJ(;=O}u`WSfPIB>+5-WQWLe3kU=(NTjBc|*dMi8X0GpTA9Hs1>klmK{k(d08Bhwx
zs?ct6x$5+H{z-Xi|7ade<UQllm#n4LAj_vr9`+vM2$)+oc1aud_tbaKAMs1{QahZ$
z)xDhH%M!dJR_GulgF9%U%~fgfcE#}?3`396z8)unzK`>L;cDq#m$j%psk**~H;9}9
zO#6NF-s>IDzYB^0@TuS^q;*_x-IDHDO=xsE-5VhC-33!6?uXnWHLuOIprEp!g9oR`
zi}-lg``LX)HOX6}eg6PGL591_>%`l!?J`F+kHaO@zNOkv8-}-0+>HIz+X3;n%lTyA
zhvQM}L$J{B99{9eoE>}s>#-~VNMrJufg(<0wqE+CEtB8m{_s<-&11wmdgZP2%5k6m
z;U!Y9bPTtjj;At364^IbJqVn4xKBFPGqClXwwl0FRT~%Q)sTCl*Cn>)ynmRm(bTVa
zus(tFdmc=#cYasYHMkaE*I9Cg4knut_`KK(`c8)`1tZv$R!qnwvz#d<W;`yxJ)CTG
zMUEttwVgG4dK`c5=DL{C^zKLSpvJktobzmhrHlHYw78id9kPQLF&2fDo-GS<t>J8U
zbM&KA!tF=a&Q-*#>6eSfq<{3jNKJL_!K*P0<4m=<t_W_HZ>gT$<G`{FdbptptW7n9
znq@<M77P7SB?9SyKhtd%|Nc?uF#e&lwjKUMS)QWhQ!L=Qf?O1v+TC8TU+4hN<QOuK
zdAzgO98gj00*PgeGN^8FwexGdZ#s_Ud0H89fr&tYCeHp4*RCP&jUXCLgc{2Y<qm&J
zkwv*(pR&ZzAK-?V;_k&)GdXmYwX$S@$iF~<c}@5vv*y?_q?OL7msE3rzuszo*2*dP
z_WiBtY(8;zw#_kWudR89HSwjmEyohnCgycbN_pBckwhYbx2|1nvN!6^x%zxg{C0hB
zSwa8wAjdegTfL05SFhFnyd_;Bm&!99xSiezN}_GI8&`YVcJ*z4300Eic3b!E$8Z(`
z#99gV*5BRwewucE@cs<@M^_pYQtH>aTTh(ds|IVp_amorR?-vu@M=E0kGE0fxWAE~
z!8d`=r$3I_FlcUW?#qhnsJNiRG|2YZKt$xMFH!f+*3lzz2ogpPzoShp{dY94{^bt;
z7MJ^ZHh0^!+uvIL`a_Nw(rf2aG<pp0nU{suR@>c}E;!V(gb?+bF4w!|I|7yr@4jZX
zoqR$4Q`6DYKN=e$f61r~4q@ZOU$4L6<BYOqNw)bbEyRX_*9HFLT02AE{}BiV?O_%C
zdTzar=iyWUi}lgHH9)SfYT$$sKuD-l(a|miynN^`R>4=T2%`E-VJL=-8Y7dslq*5E
zG`slwZc$5fNi?@=Y8v71N^`faYub6Ydn?AOhIE^8nJRUGv1I19>ogteH7-9}Pd^zl
zvSgJ%!FRA*a)u8+BGQ{?y3T6s>&{-)*bPmy1Eyz`83A>5?5mek&d2mT>DE?jGZcWi
zLb+$J02E=GL^&OE<oS70ULQlwJ&E~Or;-%gnZmBIF<LA}UG|$#r=7Dhu7e@X%_(Q5
zsjV+DPqE}n)K>VZ9CbEpD-?i081@i}hVZ-Q8?6jChc$2%*0m`*?lYjqgrYal;08yV
zd4MH1U5|%INp#nB-IxdXgrQ{tyD+A6z>SHDcqPVEmAa6H87e<bB$imdjJ%lzmj7Uz
zv;V7qCCO5bo1?VQat()xYDpYwT@b4W!(;*<KF_reFI-i!(2Gtp%aTaN4|W>dAK%sM
zq&})n9(@fDk|`>XCl4_dYU?^*EmkN~`^HrKUJQXlX|h(XB#Qp=OPnQ-Q|<vUzR<5c
zPx??^dJiF4ORQ0UCSS~sZpo<(p`(_ibX<{&FFV8%*ku-~&qQT~XV{k5c>THfVIhPe
zBXqMpBE8f`DDT*TUe#`L$f8i|TYh{mYVhguO6yisi%GiYcuYn;_cd@Q!!r{zh7`$n
zVA)}5=HgE9eC3LfZmG4&y3<dS4xCggLL|UMhRyu=<(Z#SuH|7)+~%=IP)@+U_~!c&
zSgjZI?P6KKljHen`Kbro)3DnH5jDTuQof$H=9HnO#?#JsaQG&N5I9u6nke*Q+N6Rj
z!13NYm)DL4?)_3yOA8io_&m?K+K%ntus-c+y>WvJ)h6v*^u$*54_m$HNK2L#sQ8@q
zUf|M|4#O#iTzc(sx6U<e5N0A%SE=Tv;Ut)m$Nv7@zeLUU9xR?(gC+$jbd#U<CVXBw
zQJXdbe-A{h9vL_;6$L~4cYqaXTi?5ca)vg=g{i5VbkJ%F*-#wBfaZ(D!=KiFY#1tO
zO8aHr6>!HNMz8UtrX%BK^f@8n7Ay*7rnhZ`F}~cUSc1@E<h(CuRtFH4Rl!|_KP=FM
zWfLp~cy)=sJxmJj(P`D!gMkRFn$EA^cLp=GH`mn}PWP@dwjcCbi-MKA^~Zh~OUFe@
zlku00?}ANt?TgY0<>uC>Nvx(9?DK0kq0$wLjYZBYjWNVegObZ(5k%}ej+y+@z%$>C
z2Wdgau~Eu>>y?Gr332exZhQjOFf`vEaXVrevux&N^38f^uPMnrD|d(n$O(`#BdpMI
zoa&r6Pu^I}$WVHbX_Y{zS{<<HMh0crK)2&XqHQ}5<d?_lMM9sidU%U<oSF~f*}Q{b
zDNzo}`t3EQ)nB3jDHy`AJzL0Qe{O-H=W=>qqOi<)ANBs{Ud@Xl_4ce8?nVovG#?x@
zBlCzfXw8jXv!C;xC*xxT@m+~RI$CO?5!t~)R<vka+{gpJBw6#&KtF!{myuK+aeg4T
ze0l`w`i+n`#!OKMOjWzMvwMFmCbaFtO5%;|W2U9gibku^?WCaY^QPQu_1KXI{>@F(
zgs#ipVF6(fdn=gD2tHn9>iUYT{}43->ndIs@cT%(D^!3!<ea^|T{WMZ{&?E1NZ?K>
zD^kaEHLHcCGh{}`v-4hEM{^4VMGP2wX3lRayf+3(o%nv8r7QlSMY)i&T(6x)Fp+If
z8H>?;x0l11$IDB+;s~}pCzGMrx=e=m=M<JP5XcKpcbvKx^KYpS6XLoaFOjog@bo<8
zHh8{|0Yf@U&W#J}*X{$s)yG|!H|G8JClf}EW|P%sdKsA;uzFijGtReCKTZj7SmPEa
zbe!4oJo7vYO?FhPSgLfF)-p6)J(v=S60qn1>wE^OJ}_YMgH?EzWgOO1YSEsHRGB&r
z6%VsB;`~bQIQ$?W?_z}5NgWs`3nLDX<t-D9JDf8^w9G>_X5i+YR3FI|cd@w9u7A#5
z(2vV^TN#ZfvdukDWUgZ+{WVFd=t3);6UHR51i=}XUh#+uhoVqNA#nJ|=bkv<PaLHb
zmPW9Sk3t8c=Vo+CoCB~vQN4DLBpzk>&eq#`Q51#k_WPH@jb+<}y#&bj2tDdKp^JI<
zev0uMzp<5^a?XWdNgTad$x*yrKSwLAW4dCKLLcifnac|XPAkhteVL)#dL%K1_dZ!D
zV)S?>!%3PyVI~k<OK4D*YPS)-FrkR_E&-jZySy${e$x)JBnge|hanm~6zzDo!mZ9H
zJ4UkKWT0BGjF=mDaq?vpah2%>f;05NA`YB6u#xq4eyjx*EBy7<{PFxKc0s0<Uvr-r
z{COfnrSI_#zSY0Tg0`1C{{87>ZFP@%ADL!i%r}=32g8O?lJQcAWHHa&czr?z!wVCc
zte&@DAIkdU{KTqM>oE1%my1RQDaD8l(%I$x3li=OpHTzDANU)(>t8FdIu(@kQQ?}e
z!x~4=USp0?zAs&~i}h4WqsL7&^1xO=k!MPNrof`e0y{C(XIz;jd}}YE<bH~L(vLxD
z=|f@|(mGrK%0($fS4(1`AATAwOt*jxH~qnXh){U1l%6IwSax+_D3q5Cc=yr1uN1Wz
zM3FaVroesUFT32NH}UHo7|w)?KbC_%G7`I6P?#*FEAjt`XDWZ2SIP{SHDZml|2mKQ
zIY@!jaYg&rUi2qIgysjSN7PP7!e6@L=VyyqjfBMUaE3cSO_duWZfeF)8~5+`CX^rm
zVlNOqJMr}3WkjZ4{iX1+$Td}qjij;OB*RY=Mlj%fxsTA}h3E3d+N9o!c9ee^z$LL}
z*UL9WYdST3l2=wAop9kIDxf!^yXPkF-)J}prKhM``amP9rF{im5H%C~zHTIMTy`a)
z@@RBPIfpAsTEKpz_&b_Bfx?~+d|#W*1uH@{5dLK941TGOb_{leD`7f3?&xJN+aT$W
zX@jEikFtu1P(bUA+yZ_AmVf?8^~ww_b9i6BcmHDppr{RPWQxe9_PnaqFcAM0cu<_R
zEacPHLQjL^0hthyp0!lWjG0mB`h5_z*eM_0hvMHRU#Lc{6G|FJ7lfvgg~D*oGbR&K
zy_^?ch?eSU-=D)6oppVXQcOO%kJeL!fN+|IePr0B+FO<LwMu}|CQ*7aCO~%z(-=GO
zY-=`qm6VjrzOcweLsfH<qRJdPFsw6UYv$N*IjSXC=_M7K4_?X~mwZW$<3PPY@mIv5
z034cpI4IBM4l3Kc@UDb(Ca@kCnb;PIN2Je3`~cx3O)MC}IL*`9coI>1Q%_SY!~%TF
zjj;b|{iz`Kv4HP?lRVvT<i9qC+~SYhWbz|Vjh*<Ad%etamQVhEc)~Hmq{EPXEbf!h
zN$>ryGUiV1-vbdiuw_|wTOJ)La>`b{Ce%Ab9V^Bgg+M){=#QH4=qU!cgahhU!Ng6F
z80M{G7-#CG_m(qtdREYIoXT{1liKRPh*LS76-p;chy4nuU2uyZ7|bI&<)i7phIy`q
zLT<>LX%(v>eLpBqq)@JaFVMr|80A~*{arAG8@p75C<#Fm%U1WO`eSFzP;wg+yJ^SV
z+(5p?PMVu$H_(I6K7$rQRUxQ7--wuZ#72i*SpplZU6b&_{B!ra*}HxG{um9w#=5@%
z(4>3@bJK$IuWhND>>~bvLh_o8nc4WKZYg;bu5C^E0_Uz#lURDTVYsY0C#?{_ZX}1G
z5?am|q2SH<cTwbQzn*?&Fr%Q@VSQ<7lowwVHBh?731p%}BNc%qGEC@UOp<DXUH+)Z
z<4UI|aWP6HvP|C~i8l99(EQ@S>EkL%HV%(g1k!18wko<)0}Vd{BZtT#rng{Zfadp)
z-%UEHp!Ab|MPZPR@f^l09S%mFnH`89a4}+K*2nVKlARL@D@l_}5k+t22(cX}=O}+1
z7bSzXuW-l#f*PdMNw3LVp7Qcgy!uT(S)LHX^9+~oX5>kSSh^L4_c@BIgPncCF2;Xj
zBOZPp_UZk<HlRP-ApxaCJ<ig?@?YSHGN)LQB<~y;+rigs;QSi)-af7zOL$N7c6x1V
zLHf5{{G=w1c55g@7PxtzpI^vGJYU?ALsLY-##XhYf$@cIDuD5}mV<q;F#(RLy#x>m
zUl{w4jWJ~%AA0J9hj3(a-@aBAi$uZT+6ieTOfF<95p0IoCg!d7!y+6pAB`AmgKaZZ
zT3a{AIO#6`$8yu10mm#nq4O`uRc;(QVI>I#)!J-iS7^wIc64Xm>ZLWTNEL{A_pZ)X
z|9#jut&hbDF})6VR0TRmCq1403dPN}POOU3gT`&^(@?wMT^KBfoCoW{xenPDwZt3$
zD#ZUlM0}N4V>o)4gcXCCsTX01D(_s@7+QG_O-lume4SC<4lvw!j?oo+C>hn>aVfBj
z9<Nj}E`fyd*f~8N=XIV<Q8<`xQryU!wVAP)<jZ?mqbZDc;~O!u1?6lpo^=d8nD149
zA8LGAxYJ2Wl;8}~ipte98^;4=se8r97YwED0$Dx*+Z?;q<Z(n*Kjus}j=+>@L~`R)
z`$s(!2!}b<<EAG3-r->^H0v2reb~>l*H#jNjU#MtT8G`$*jfmWPKm&{#HIA;{A{~G
zhDl*V$+s$4m|q3VSJ9*?px=@u3AJ`bHdS)Q{`EMj0bIXR9PFJDwK#Mv{Q1|9qunUB
zfNU4}k7E9JKbR0AC+{l5|2k#=-jm%wLG|fNuUffaVbxTSn0rXkaa<uaW?IM$=V4r(
zbmUkH^v&Ivvy$?#-`sx0X~3;C{IT=r4Xdx|Rfre<IsGv-#?n5(i+p4cpp%=Tg$PCy
zrh&NAdPG583rZGR&T97r9w9e6nHH8Bhw(im2;sb1d8-G*LliR|^ZPK)Ifty~s7yqQ
zmPe8Xf}5pc5D%)ey_9kUR!|W}xvaK_Y{L<b9KjJ;yfXk+MrB9k<TJ*1n(3RSVTgDa
z|68p{A%q{6p=ZZ#A2d#`Yb}&rv*@2~MTdcy8OYv99LYFPtEblao?OE7JkCPg{0pV-
zPCXHAZo;!v;OxQl992oYf%lIU_Mh$YDo4HL{})aEbQ69Ie`o!>J6AH~atNq&b@wn3
zI~-=xa;M*6ZGKW6hwYCuu4(%W?yCfCZYsvdvT<VDw)4CidNATUci&SOvYO2-&5XPG
zF&M_ea~5Ho(!up7K~3RJEyPi0OH3OK7u0?)#H%|fO1sd}!E1j<o@JI`raJv`Jh=?t
zsmy)*<mptC9nZy|h!F(GTY83Vu37&10r!YIT{XCIee$^}*<UXc<wE5HD^!nm4r5`g
z@<x{?U4RaW9BPebcz8}t!1VV<4(+O}u0*aQmKH+tIa&ENb8bd4=}C3=&sVype5Y{l
z2cj*SE(z*k7&yMaP$|n!AxYRBNK6rEMQc?=Oo0WG+>VWi|KB!wy_fdDcVYfxbf&l_
zdp|)r|C@Qn@+rM4A#J9XfukNj_&`dtZinoUMU`tA&cmGN@vx3&x6AP@$L*>PTdf$u
z^ktJKzPeTa#JIvXqmX50cD^WXi9=}^wflo@<Xrc+NRddH5S+B6E+2)gZ`51K$8Y{v
zgpmF&Nf4rF5`yvq+iVq=Iz$TcrUB5NWhTQWA<HYp;k~DORHqK1p?1c35p@Xx0t>yy
z!F$Fx=jTTecMQ61bM|Bq*Sn;M{eBk~pU9k{p|ht6bEoDH0OlXAXmA5wJvXR3#8!2v
zvg8GfLPr+90OQ&jML&k3T>%hpMwr5z5|{dOoc)6=I0E^v)IU3Hfx5?8%&#?U(q6V}
znVgOez+%!59lU=t)dBj;yMKM@e^5EsVbk^7e?3W={He~5#GI5{5huHm2<BRcaaJr_
z>n`jO;I8<VGff{cbD^8#`nh@h=EHz<Oe!{?LhD0Lb4Lk+i0qmYXxDom)7FC-@_eOQ
zm)uQC@f+L%0&r2KTN6dxJ=8&ST3DOj0i8ODno0tmzYK3|#*C6=RhAg3L!SfTB@>Q{
zpZ%)0Fx*jed{hWV7<E0uC+*v#dMwf`f?0vmhcMBNfkxd*e-k(EkiHaFIR?C94ZdHa
z3Hm@|Y06Z@nnJOQlNRM1Ft5*>l)fH=Tq%q7dALA)$+5LG@7_FeEE6x1F@r<0;DL~6
ziO)xUY;`dG)?D;>S#=L=25aYgD+CJl_d|_fkY|FeS%d#~hyK|!#U|En9oYY#!*;7_
zc}J8HvUAnjk!s-}WWOL#TL;0BUVr-bH8@Ih|I{2#Yl)*60p#(f+Z^kQr`7WEti%Ih
zH$@(Fx17ORo3a-ol3yIxbraN_ZP}*lK?wU8l3f?%QOGfaWx(zq6F}RUAYmKIQZWsG
z10}ygw&(uw6PhlHMf^`QUN-sPpFa)d>LW!n{D9c`I;Jh{pa?0&7EkvP&dy_$5fCa$
zw_Vs%!!^p?%YxRtm3K3h$}mA5AzVu~V4Ok86G2=oIwMWd+OW~78c6IpfYm+eyhrzb
zZxjGkX7Q13&r}Rm>s&PW6;|aNR{YPR6NwKfQ7RuetQB@}We|bHcoH90SrRZ@%#ylL
zZ6<$JC>*i&|A8Z^pef47_x}W5&_9q>h<6I}pN-FtqGacY)^Zp*(?c^0J9Ut3gMRXp
z5dsz$OYgO+3(fDg#^#>wbawsRo6&x93SP3tS1)I`6vd5{vlu)uXdyEj`j-!q7}0zV
zip*bC^UQ)MnKOw{FU8e!)sL*e$4VhGByys5sYc^}BqD$%O1@kaz97kU+cWSn&{&rH
zYN|p*h0i9MUBvcFiX${e?V>C$HZ<Wv8jZX<>DMns(@nmwN_7?(*J*_)bE1{9Uex<I
z3RScY6<U}f<exn(e#h`kuIW%oi;X^IU>}FG+1=utLGr`P3=DgfBGS>4BcNZa|5BZk
zcL|5F6k``Z<W0#mAEVUmXPSwx%6z)|N%n7hSfmQ!Pkn$fat-mHaE@j9|3%@I0VB&!
z$XCB{t35e1`N&7yACCyEWLefzpX0O3U23F0@^E6>GAy(v4%_Lc&V5RM`Q8)GsfNHO
zYpi}ZG@?8_h%Knq%6+<CP=c`bNo{3SJMhu7i#SVB6Hbg=Cx+pJPN{DUkV)fiEGd)3
ztkx@n!#t%|v-E9Jc#=LBNLV!g+XPQO70>Trs!s8j(Jy;S0?joN_Ur0Kr2$4!WEQvg
zk8;JY)QeDT?=^~oJz6`z2w_j+Y@hL{<TQt{o|Sh4u!AvFBtQ6fS+}=HRU9OcYgq|8
zLtD?{Q$excHdz*$GM%$)+sBwn3@ZS%P%Xb@1jD4#h}lGM+*iTcGt)Q|cm7j21zG;7
zrJIy{Bka_I|ASpKAt(u=K<nx<e&}(?L+XS*GlNn$m1XG(<7CBI$3)1CC5I2=gh85n
z@4#AM{&gf7pO|*dtJW@H_{Y;}9gXp|ydh(?OR^2L7{WMyq+ETe8m{ockNg#>8p0bI
zku_Tu4#U$fEPtcV4d`>phCev&x2jh!na@j`-s$#>hU}>%gj6sD(qfDlMKbS+AXZT)
zTy)+s2vtSE-NKh!;kY(nuPJV(GVrM@^>2NJF4*eFb!z0S)F^f5w{pP_z}OvzzR>a9
z?u&2FI%j~fNa=L1_vT_WX<cXf=C@<F6_-I3=Q1Gc3a9HQlmsz>v7U$LV9}XdY3MX`
zCoc`vgGLDFjQS6B7hzOP>EOvW|2NVkY?}N(Dv@(uFj0sjQ~V&Chl&|fzF-GiGA8UN
zb$+H8@GHx?Zq2ccL+1(_huRZq(qmjDJ-8%p)q<E|jgNs>+*o~^xL6U(Hd(v%aQ{{b
z*8qi|!vqm`*{@U}A;k#nJQ&9^tjQ65;WrdpzlJD_qa}N!>&>?qf#@RQA);={hwaw?
zMVJI>QipnkNs@;^op)q3llrw(vtV*Y+06sj+e-3%)SPj%i9%;{_nQ=~tn!iiG~}K$
zQEA`fI3J?`R~XcJiCRJ9L=K)I))lK+!cx8HB0IeL^Ymo=7}tVuDI-=~#;^C;Hc40N
zY2FNgs%)kPD*74}*Lf@T%AR&(Zy`YY=?#h7IQ4Yn$AmCigbMWlCPO;CS*GZJAc~9h
z1m<s*0v<s6!_8^1$NxvMvfGXORS+c%dj}m8SMjc8&c09c+s}9z8d0w+R4u<Bm01JF
zczjcZtW(ZNgXN0UTHO%gocOGo6Wny}GI?x9(Ac*1JHf>WgixocODPjcsfNly&318X
z(k|8)CUY=viW3olW3VfS3%(FlR3~kEJexI_{2&jB;3$^yZ}v|&f>CF2F*kNtu|dja
z_%Y~$1C#1EUkJ5N4~-}tpHrl?Mr~}qudJ`zxWyNqT_PQFTpa*h%mqgwq8gPUa_UzX
zY6L5=yG_P9vO;CC{v}1E906U23qFBimPb(y!!kxVjrHv;*5Hgyib$beRy8=<*?`P6
z2Nnr>#9C&x?%Y6O%ark7O{0C6lyZ9HKPfu-|6BLU;E*RTIIY3)6XLSSA2%>R1E=8N
zC5oo}O%()`&Lc&)2Y(YOIQvJ1EN|kLTj4j~D&q>vl`tI%i}bV5y#qBw=ti8f+)b;R
zDdHN0NUxZuOlL#If$)Pt1s5tT^WUaIhatX7>tkJXew+Xp&?M2sgU7B6wMW&;t*GgG
zm8Ep&i}IKO(<VEiyw2%Mr=#YX;F_eSx9IytHs_=Py|N6{6{~ciuBpE6KHGcEC{1MN
zm|tJj;R0(j?4=BQ8C>jCw3?AMegU!k1>j|oIYMjwMz%CfmsB)Qwg9V_0p{ko28AbZ
zNof6{1>Pf&K{ytQUIX~zFGi@#<V7?>;Q~VB`HMr;JD&f7`aiX=H2Em3tNXu6@UI*a
zAD-Et9dLs4@4t0-j?faSefku|5-%I0SMW;oEo)gJ+l*C{BQ&4{Z&9&zk?3%+&3Z~d
zKK5oQjPqDVv@pa;43Q?UOy8~8IKU&GWZRs#wsf)5$|QUkB~&#ME6y_g7zSo(N#imp
zzE_{!D73^PtU&nM^D>=;_WeHSH_K>Anyw6W%4RaPWJPIdoWe(<FrH?%a;suwW*in5
zmR>w(P+#1`Vr~)&<m{I&|FYUdqFx)(NV72gj;OXBLwYG>Z>H1V+}G@u++NPN^cO!#
z`dX(noR;ji(3HLr_b+Kyqs_sV4X?F;+|M?B+ZS5x+)0QdGntMGdnnt%2D$)17i-3_
zb-EYWu<~{^?>av_yW;e+FBVDHT=mo*QVMpf&aifDTg@^L5S#~sd|SD8!FKly_i-0^
z6R;WR?cP6RmtjCH2V7iBW!13y?yA`)u^$ss?t^_krV}>pcdz>uuTy;@!AJ*9_gj6m
zzE{gnz@3^*fiX9@Gp0Z09<{%|og!_TuVRJw>&Ku>_T#$$)w{#S_|_Hu=5P}&I4!a$
zO!9cE(y(*&oisYhsoy+U^9t;j=DM09c7F3U@R28?6p9@b7kJzj4Nm}dtm_tUbbqG>
z8ued8v_FkqtxL*O4G#YuZmccUX?RFjCPIw?>D_Dw7RVgP@*VaT8Q$T!TnzYLfZOx@
zZ{5GZZGmOo3w#?dyRLv;2<RE_-I2G7;I@0)4iVWI%h6un+r@b-dQDv|El02$vqW)~
zwfp0?*kfNs)`Ji~$+u@|^!qj0H?@@vH9Z|X(Tg?D$c0;s6BDpsN(pI23#jXDy?7h7
zJ3F87dX^sy+*$8%Tbm?_;w)U=PSAQI0hp%w7>NYx;-C4TL=kgV&+u^naj?ZEjE_HW
z2FtAY3Z9x$1HiTgjF`NUTC=Lu^73cb@@Dd|Ep$1qgKygfaSeCh;S&X)PAr8sIzZk7
zMS{*wPV`#!V#8i2{ZQ)|EaV&C51@j$XhLuJSUxywWNpz3Z!C@j!-eAq%poK`FaHvv
z$)jbyE@6K)iO(kaogLmQ7SoE0sRT5TKQQLYL0kV_yaX8~OFc<P;^=H7aW|v=@m8K4
zZ=f0XNPSBk`(u|bOQC{?s8`8`+k_vp;ZNDgaUo(0I-$>mT^#7r_cAJ`heAOyom^hX
zbGCdldnvC!V`n`?(}jR>O@+I3ow~}>lUy?ZHkH|g6+tTaFWL-Q8Na8|?>^kdT6Ey*
zEt9tRzg8{$YEC!F{uwXK_5CIPmUQgcu;?2Iwyn`pYebIAN9xXyPU?%H%DUcUt1vJK
z2|w;$!@qO<&3l#KwzbOR;KzG4ud~szguYKLG9O;N{fl?%mx(Z9aDNv>5G_(^>4-JB
zT>k2#-R3H)m^j_T+DKBX>MZ*S7M-c%wQN2ASUTE4V@U!~Z;xBy;jh>G;y|Oj)nK2;
znt6Jy_IircKVwalnQj}nAbzsEPX~WSMy{i|0S>P)Q9T_l9oVbj@4*u=H@2<<ZDv!$
zb;tDx1nQjb(?kWC9)nZjGH2N)f7<T34n?154>;D`3}>Goq~}T(udhqp9rx%kV&t?P
zj@CRu`PI%YdmV3qT3cMGG1z-_XR;>;gA?wDH{6VEuN#88k9%tCoL)&j;vvt6a?u!Y
zQ((g}<ry#ZTXUuR_rEhOwB@ZnT3btXsl=Yo@qg?!J3sSvFCJ>_G^+lYH;C)0nP|V&
z>uB^|-ir~JecgB%FsxsH1@Vt0R$#_V<pgU#XKz!=EqUKp`iJZ3y`0os`TCCJOiXBa
zO_9&9IP{ppu$#aAG|<#s2DKhbqH@1M{4T?-_Xcu(eJ+F_7qnTby=Y4La@CC~CvdX_
zw#s?DK}<}fH|*STdbM-FSfVROf^|#s?I&<ZHMG^AHmvJn>o{F5niAJcd}9V&?)<zG
zxERW;&@we+PoUSj8W0o!04UR#PV?~ve2=JMKyC9OV6#-q?fMldamvNhx;BT$&PF7@
zmhbIIi|1J|@0nY5S(zi)Q$k>W53~&WZ`K?J!NcCbpnt46+;%4g0uO8Jx~_}=WzF$D
zt4ToYLpD4GK?RBJtxvTNZiU570Wfq5jK@|=b0_m(wXucu*A|jwT>BnjzE3xWNJQG=
z<j%S+O%7JKTcd^Qj*n43>NBHN0ObAMNe=R&*OZF~n0Oo}T56^6nZ}DX-v%bZMRmi5
zvdg=CEtLQT7p>Y93L9n*x<fyc!YizsAU5bCW+aZ{_jRblrYt6u`}$T{J!x>i!o882
zDcjbfQwX`@?~AI(^*;t!TwA<jRv3XzJ}!N4Ot%ZUrxGamolgdtS{YxX9LYImOQl#Y
z4~Zzl-__Nd^@lX+dgw(idQmc)`AM#%VGHLUSI+YK>w44G+Vcu_dCTn*?a`4#yBbOi
z7$!eOZG-QD&%^MQWsfZBT*Llp)j%cV+Y@)9_htjK!1Hu+0Wrt!288~4RmjfOl-}!Q
zVMyBBtE;D^(e==BL+P^3!(}*Qn}GEZ7jm=rRxf|~eK)t>OZ587!!4yO_wI)GEi+j~
zhTkhV0ws1gJi#|1F+W`?|I7VsMfu>a1sIE8=Q{+Z(~~B!i9An4Q6CP(WycoRB*O-~
zlm-a-oYTOQiW7<TY7ZjF{0$~!`CWl9X<l1#r@KQ&0f7aP0|ok=|KZQMSNqqVLn@B+
z;`;`2Lv1=PPhO?AZEtFBYf}PJ$kltfHb#a%MPbE=hO1dK_LMd7(*Z!dpoK5_UOFQ?
zlHgfK$18_t^gp(J#io;MsO~NH?tlC_ZclpZL|*4WRE;_d9RWR*n1neO)C)e_hE<Qp
zdfV&4F2MA(!5h)_VZlDVZYv9Tgwc6UVGiNJ>+5VWBG?UZ&_p>9K?DG#avX|s{xiBS
zB`f$;j7#}4kcN$I%h==h9uW{rCV2<6`)ufaw^zMu=~3vi2p;HQvCBdVn;$D{cvS+*
z3Z91aixIxBOufO^92Wo;*NnFn@0)JM=2-%Bi-xMP|MC48fNeN{>ie77<&jFWDHhbC
zk`Y84dB#89%~M@GFXy#Xe&wg7fL%Z}=$pcQ0Tg@!|K0P4^}Dyz^|iLPEz%%P#6P`y
zIX-T11|3ar0RkyxYrO(-u(t3fl!Pe~0krRXm=Kl=w{*ocY2z<6mBZ%jvjOnE&fLG1
zWHeqwWNxv@#d<zWRVxmONXRK2U_xqACypHTsKry@09}KHHVMMg(q(O>T4_EMa}?O(
zp5f#SnlSZoH4&LHw(*=lC<UkbuiF_90wEH02pC#v!`ZE%huPDKfjI#R8m0b>iM)@@
zGzwoC6|9^bzBPaTj7U<8Un^$Ez69kGah4vCkN54&hR2Ce|1z=bDZ@~IyUMLfgWjXk
zzepV=Mf6jUyZmF<t$^h8>Ln@CVnLI8AE7J1_gQkVN49-M$WJ`frn|KQ(VfbkTj}1b
zHY&Ak;=3~lP|Mrmv2CMie+0zQOj+lhsL`$C*hE|9!c{A}EEnwEiggwLOCyAMG#*{7
zI$Nzh834p>el!L~#^1z50uT2P_|R+y{K$Ow&(BaJUh9H~--_Ja{&HH$K5kPY)&GaC
zvyRHD>-M&QbazN2Dc#bo(%s!%f^>IFcT2Z)cSzoJNF&|d@NLxhoacGZ_{Q)rVGLm3
zYwxx8oY%a53bASprqlIp*9Gp{{8Ki~hn*&w>4`%|{8y(e_2k-~^T|?Di0@R&pF5Fl
zERI3#{0X#L=iNjr^rR*ko;Y|e73#H5YeCz=1JHHnsE_P??&GK3L5P~It{e63*B=&#
z03!2Ye(YIBg#KprqRN0SVbLK0C~^+w<<QQEg`3_DVs5+dyLq{<X1_04UU*mwlg{9A
z8KVkKO-+2<9gE_>{WU~-79x|zYdm~nC7P0gSN<^3?r~|s0gMx$SB$!yuOp8nvD#fn
zHzU3P7uA_M4&BE@dpiSBIO7+)GU=hs_Zyi{xc#Sb)EiBZnY<v`%=?*H{*zt?t!H3*
ziKykIpXhnV?dqq^7>VB-;HUC4eO@l}a%YX)u-g#x1ZGJz!p>jJ7jNk(Gdam&9sy8Z
zN5|Fd6ua$af1Q7NcAM`p`8wUTc;*X$Q$u(<ju`RZtd#)(Pvc&Ym$Fwn)1$Z7^ZI+l
z%Y_8Pp@h2TV^49B(dUkERzz;o!MXkN$EkRo`z3%|Z~r_^w^w13Zr8J!m|oRd!SH*8
zc`y&Hi;-G7$+KgM+Tgh5x)<1X&3Z!}4-d7vgE$E62Rw;dR)6VrJ5;t<Bk|ZC9D7~o
zwLjcO_h%;EZ^f{cSrI@$&&Xsn+ym1(H%t9THgsq8?Y!g5%Z>en-BDcM3p!AHC6gHU
zWa`~_JH6W6S3If{X|<}YmlE>x@0<?XXVpvy?FKsUFJwV(4^<X|w7GKdtJ=P6o0=98
z#0gcRA6OJ@Yl)Z=D<*@D;<RE#X(u76#re@pz5L&nTs9CySE*Z|4kc-&^yy1AYLKs1
z1tOUn1sh$M^Jg@G2ZzM96e@Tj#MSsPn#bxnP^Q)ww)bmjVp&x3$&u*eGC+fE<Bfn#
zz8dX9%-SyJaIfP*kyRDKp>e@;#h)?Vb?HRto9EY0))ovg0&j5t%AtYaH^}R!Mk5?I
zNz?>cmcLHKyJw!N7^=bu?FCmA&S%&0`RP5c$qsaW?UKJRJzO{{Cb?^zvAYMuCF!{~
zn2gWIiw31@F%Q4*zU$2BjwKgw;m}WcJs=!;eNL)^OjL>xPm8b`6|JPT(sokqzjm-7
z^p)GgMTkTRIS+?mtajS?wj<d4v{k>GiVx5Bup*I(AhipfZ<&liopx%o!EX-|9=yHB
zXolx+SJKWsQ51eBmp&1Y?IzI<381d1CPi`~LJB+{8=$$c%z$_A$FE{C@aj(xs(H2*
zQNxDv_DxW@GJI*|5ry#Ut8O96qcXyb6o1Oel6)q>u7%;rnHV0PiV_-Pz-eeNJO}Td
zLw=_#mQ?Hf0XkztQ-e_5hgvbPNMf~dG|WgBm>nL)^(CL-0frUjm40{kXc9x^BaVvy
zq5yx2EQzf8u;2asGkV0;L-ZKIl8SSsvvuiX^I`pxIeSX5;;7&g^2Z^lWe0!2%oxj2
z7M0k(<`k8cLQf(<>zu+*jCO?E(c}S*l5c6Bv`|!HkHxXAEz}yZHD?KJ)$Jjq3SczN
z1P9^UfW)Vq{bqQ{5BtV3Wu+9TgxU6PxQoR+%G}45ZcLF17F$<Yv-tR6rQo@yG!04I
zOOh!gVv}PKRNwYw*(vy;1myd0!7{4zNQhV~ctgyBi#NqdcI$@)+e@{MVI03vBF|#~
zzO$V!=OD*kXq^#%UF9GAD{nj~3LbniU;3R;?}S0Li8<!W0?sYil#_R*HT_TTlLjcs
zX(5mPvuuYZ%eHX+ud9UZ`C$&(KSO0Fz$JSU8>2TF(so5|OSmvh*h+QT;i_9{6NN_Z
zJ3VVqHwHO6<ooL0!cr0VLY%T<P=?|mBx1xOlbi(KI2LN6gwnpx8wF<lLh;ieR@_vV
zLUe_u@PsLc&Ko&uRfrsGCa{b5`Bc|;w4BBPCmZsZu$p?#qAlU_Fu5NH@I5VePW5Ft
z5HMZgYH~!u8h?UGunpRqabBeD!0*`m*W!-8_bHjvR}HNPht!7O+hJ_t<UFN89&4HX
zHMcw3aSi7jH9?;>=VL3ZoSr5S?i5Cla;|ND+t$O{|7A#=_fHw~cW?Y(?atrb;TN>#
zpM^Oe&~=RJPl=`)dE(2e!iBikH6GQY-ae}q!<<WnkV4r-p<w%dBL+LRM3<mgkUgzf
zZGgy!PojCT$I0L-C;efPuvlUOqTnm2Df7k?I2UPPmx|edlK`c>ZhX!X=NpSRwgpD>
zqMBA;V8UsxNG}c%PJdYp$!nY|0(r$%<Kb6z0VqgsmMF6Iich7VH3rZPFV?u1EDXMm
zLayfF-ic9eR2BO5qHBG`_me#o5_ucgt%6OR!TG8JF+KOyy^_9jc#(x%L`qu`<5_E$
znAY1|p@8P7yk}TA4e$mfu|4S>vye6-U!?g9GQ>6Je#UEYW6MT&*`RRjxZgG(pi%dK
z+MVFQ8u`zvf!*kt+`|dW@6e1G&TU1<kRt_GRGsp^RV%;+)goT7IYKyu#+d1{bS#W0
z?Eh4KoqM11ZrRjxOS#Bfnk4hrFapZT^z6`pbS|+(H>f~rde`EIH&T1D@w{4DPWM7>
zFa2mw{`xre9<4Jj3U{Hge_^FSbmDwo!(Jo}!eM<795|1vBW;r4aqn26pC}umrk^-J
zI2r$&nq98AcW+n`6yk0m*`(kk;%qo=s7ZY^_Sp7CoLIFA+_DivO(WjG?Vr#()9YcF
zzZzk}>Qk>)K$Y<SM0&{8@&%-;37>A4JLtXLBnIgf_~Fy5=yEcvL#TRj)>MZ+XK2wk
z|LWBVRgC{v{oD41H2AZYU`5?ggZji^*T50rLaCyt!qZ^wTMU2ru1ncmsK#g0;pEBh
zEnwsQ9Q-C_S=<g3x6y~k;I#e3e|!+z`0S%BL%l+bDx2jqnJT}MZ8;hgyPgdtfeGeR
z(}OvQb`8$v{XuaxR0mF3Nf4p)qd}r9t}t&dB~~0$J#l-p^wf=ytSll94nJ7vgF~fq
zA{wSV+SF&Lh3&BjiE>yteN>p~k`jO2GHF;UI4QwP6Eo8>$Aw>QDEq2P;On+w843~d
zmQYAhbL34(1Wf+II&RR){^qP27LD$bsog21)}|(<$9aR9%m`W1wq@|c4a0Re6ZA&h
zX`Bwczy5M3FXLcEf5?k}-dl;Gs$`4Pf4RL$UNTlMd+*mnvt0ByA-*K<G&pcmBm5i#
z=?~qhd`=ZTb1hQt?zJ@tL86jsvlh2xQ!Cd5HL`imhxxf?9<hTcLcfM9b@v(;YRsqf
zRf{d<EH05FK^y^b#C#&KrfEq`{Bo7h+oB=4F(M`%R9TQLj1(#4`rY767+rcWc<Kl)
z#c7PW7{zjj@Nn&GisIh5x^Z26iz6T*1uEY?<>{}ig2E$4BnZi2rxFI|he#O~$aJ_P
zvHQY9HK&%>p7;khHv1SX#B}0L{k5aTr{2YKnxT_+?Q*GbHd9T*`wN(x8n4Td3afz{
zCA=Ntm1<HF+ygxwQUzGlqPzaiM>3tTOb8$EpZRC(A1860^CfBPYcXm80~kp&t>$m+
zA`i{jznSOXt-IoJfKx%^XHtS<qOFDwX-tEkNO}tqD03(gR^O73$|XD`7Qc#!qu7!R
z@5rKF?xC9Zu$DB2WkcAWx%>m2@}WRH`D!`4H`S5IEs7puF!5V2%9FDiNb^@s?AIwo
z+U3D8B(>deC5v&ZU@j?Hh&0Yth43$_x}g^7^Xu70HEfbKtP~fulsfq{nkw~$W&-)y
zkL9aIf$Ah5NFZEI^~iaTG2SHf4U9}z_RNxrzdy+?!^rT+3xMSzNW!jVl;&m~I<b9p
zP-cG3syM0F0Tym~&~0`mLX;jGZvVBLB@99gVip@q&V(ok8cB!+IR#G{JbNX?(@eif
zE|AY({@7FwHW_b2mphgso+J<~;dEI1L>p|340C9f{a4My|Bv^f*94j`|0<2YkYYZv
zw9IlU-r^wf?7)#@W`Ey9pyx?43%+Ir&5CJrG-IDR2x61(U-H;<V!*T^tU34+zn0`i
zuS6Zy##ZJ0nb!G%^;gXVbs<ZfO<{&mfVQc4syh+6dtg&3itsOOMgXwm8`F1$s&aP(
z=HD^V=o)BxXdqixWT8#*E&C=ZKH(A_Tr5cWs5Kv*e?t$&7=G-d8dW6u%oJX%Ko;6&
zy_2<dhSUAEQtkYg@#WWZ^UL6~?}4H^82h9F1Gp<nVf)N&UpnA;<3A8tzUGfJm|Q?)
z^Q4*jtXpOH`Qr_-bcIxZq?i$X6R8rcstc@xnWc7J!pS&}@EjWqDyv(GK#n^*DDm42
zJG8BV$YDM15J%~FE^Fpgaa?%agFlyC!J)`KTMiM~%kfI;<TolrUu2p8BeL^vzw}R6
zi$;)E;f`jp9VdIc*W8gSR7+aXOj^<~kV`oBjiyOC69(9i6wJNjWRIX-QkICa?xS1Z
zYOPtX?W*;WYaN$wgO%61bU#8y^6M}!3USgVhnD>8#WGMX$clw|PC()(v<(8c;b)-l
z^95@~4hPsWMl&3d^c%Is2r<wqZ);T#g)Mv2_~04$K>AVv(>;2NZ#XdU>!mL|vvFk$
znAt=g<z9<v2K0bjF-UnS=zM7v?0qRmx1@|%X<wDFI2cWG2M88kt^1_(U0H(`;TNns
zzYe{Nk43)zav`B0T=)w33?}nGGO3@1*sV-P>SOvPdcT!L5H%zjpS3hJZxeY-g=0V)
zT>GjY*&(qQY$Hfr$^e&9T^0fYM*rxy1|c3`J04%XKzV?Y@#Q}LxG5A?`(Jy8Vi(>T
zy$lsviE0Y0G<tkSF+A&6HCvuR98q)kuR?6*f^rkO{=-%yhq)#0tBFloY#U)58lKL%
zgOzPAx#G7=W1}2((6p0?)gSQ@cU4F%C%pQ->+_|5K%CP|Z+m8W_zCGaecx=kP%RLs
zRDLU|%P?pOvsk7Gl0e-JN35Moc(9Gn&XeG<R45?1Fdwm4Qqd?l`g%oACPP@$45?6<
z)??k7QA{d@I_55i+2K}VStz5RHM&#Pr|waOP&lr|#mRg&6|g{nsI^ba_l16aZq8=;
zLo2H)gt;HD2Nw7Wr_@elpun7-7G+Ag8KeOWz0uco?6^YJeJJ>lt15U1mMjOn&PrF)
zwUO5u=63l%=01r+ZN(GUa3&{z!0uucGm&z1eC<LoH2ZFccv&!liT1ooIpU5GL$0dR
z!=oIXNuDR<<<15mHH-hg*8i83ec7M=N!#EYgQHbyRWuT33S4j~KYt}5c&(T88qv>z
zTw|GL*}dALbdb?(T{r%01UW;t<+dw7S1B-8=Q%?B(^k9jfdkqD#?AyB@1`M+tIaL~
zF2S<0xs()b-}00Y1^&KzPJWy;4NbnP!EFkQXIy+BioB}aiNg>#yt+n1cK6qxbW5e&
zwm;0vaJ6p}^xij^r4!0om8rujo3aENAr#BenM<ITPg0|cX8Z2)?*^f;)JbOssI%nR
zWgSg)3fF4eT`=axIuRk@;-x5x3xAOUdb^Wap~VJlx@d|pxxV8Ej2H)buinmZt+Qf*
zNyr%C!*zZ|)uI!bkAS3+GXkmAh-G3+AzaJD92}U4&&(eo@JM_#x7seLptvAcM)rO6
zs3m9e2KSn3r9XI6HpJ!&_aYom<@4sBmUXe%J=hDU1W3;Qanb)Aic(}nD#)R7tm;MR
z$nKB67Ra@dBvkqD`wx`-=<4lF&Apx~c_jGIu9J7rxH-N)5||xSf=~jjQ!Z}~F5KWF
zNDxcgW66pMhM3Go<Ch5S^zJ%}Qw2&jIcR5K_08*a&0xV^1ARH+LImO;)WB>*jMFD+
zAzOl><Z^>_V#bip(c;O233o~=Y{^@MK@8eG+{8X`zx%tbDrZLZ?_cE=EEW)bd)3(?
zs?0}JYjzHmyie+)UCMJ`EspCJzB|Q;R8v%;CMOU(g8USD)QR&Au@d_$dzPvgcXB5k
z@P3uK0DA=Ks&>hZQ1lw=Yk{F1B#r<hT>L6kFjH`SxdG)@k%WE95^Kn&?48o0oCAtB
ztVo}5(G}R!Qw*0odTeqraoy<GzU9#NKu?84=`W_chNs8>ANu6a(-eGE`Ht}F4^fEF
z(xMFV7L!tAf@~DiLZra~02)2LTzc>=uH{P9-c+e^3z}}Id7Zo)2nq}vq!35cAA7AL
z`Y@qfBo2laf^O}YJ=v`yN-=OHVZN=LUtqARg3%_k4H9|<M>t-a?PMEOEioJA1iWU;
zX_7#nETe&M*G<K9fG$R9NDim}ZWNZF{G|preR010zGY}C8Vhc2o2HW>WEP?~W8$;1
zzzKjhk;?02vT=|w+O!^J-r<qS;OrRdcEg8|binH`@rP81Mz!sh1%LnKprM$r#_5@c
zq*r$`Zv53;g4L{0;XTIPi7`A`Kz&h13-$U6jSG*tia}yGehLHDh0FM$MqHS1)ZyzK
z@W6UVJBkY^QzxaxEf{MC@Qg?wo0M|BblZ1I94=v<1?J{xpZ}gOUta2fArPkjJzxH1
z3Ct1WFChP(qJ%==#XrY;cj}k=`)ZdBq6E*t2dM8sSlgg}3{UyOa$P*FAoau?KY{ti
zhl%@<q)87JV3x@8=rt>tryv)^73DrUu#Wl)ENY=+%)V!dJ0$~=va%`Yqg;#W%HSm{
zf4%)U)U<H!%5a#^SN$rqPw1OMP2<~8ViNLD{m<xE`s`#h0)`tCY&osIXHvZhPWp*o
za3>nR$WGV!vT|I+yHqSoMAQ^xjB&Jz(QSOl70G4~D4++Uw!W4V^;RIoY-5917baF*
zmkf@#QVWHb8lfDF6a+8sJu!t-@b0KK-pG|rWmM_G%igBsqtc!J!O%fR(CRv(@l{kh
zs@Ndz^*(cxmv2Xddt8%J$J-h7;uocyBFCS@W^WJ*(YM+Eny3M=@e=e<A}VOS@Z;i9
zf1~0^rZ>~f)U;9(*srVEush&=*!j<O8Q7k%mgJR;N*#Fv=1fDdE`yz6{V!NmT6j;=
z;RKmpg_?x-nZ;G%D(qHgjY=R03Ziqm=XHhvXOuleAHsd`cMU>0V{K?&B3Yk4fodvN
zW!ruU^2_fq%Qtads!=&4r)z$+yO-U=K^e-r*2wSM`Kl@1%rPzWbuBGfK6SF4Z#+(V
z9P)7z49cF(m>f*x9U?F9l-x$X?Vzei$FcZN#2g*6qh1_;)8GIOeB?L>?#RP;kcrNN
zXhW*Fjg1iJp>0{3<2g=nf>5=JI0<SHkGV%5>$phznsJ9_gDOu5sYv4yHC`bFn1@3W
z-iW<C{P1rGfLr&s@!~%-7`71rAN()op0J(lz^#i4HXa}Ku#MTXxr)HAd}7zvZ?7nP
z=5w)khu%ca6QRq(#~--3%w*!qp+Xd<N&BkcvRrGNQj(1X^iF<~Q@m^{=F_jVld={$
znAqG<arAq!w9=?qAv-DG>T)wdP9<emC0b&2|1{stl27O>|AHX^9*Si#s6Yq9gutK)
zZ~Rspp<4r5F8Gb)v?(vXIuer3CGr>Qre4wfamAP&E;|$&zjunVxk+k>miYEG!5naW
zR`SBND;O0;LLW*kMM_G~?{ptgjz1bJjAJsFEMZ}q9$`+g2@Zv~zJ~NzDR~WNhq(Op
zvcX?<-?{o#a^cS@5Ow7>N#A!$dOsPK0oyp;$(I#|zz3YR3IDxste{@~7nJz&KiS9R
zRaC8N6_V&utthS#IcW5(z5F=VOh+J5@Z68DXM({3)s<pY6n)<tMYqjtK&~R;Br6=w
zq2W%ja5!cf42YBOor9<*j3%+YBeEIPgHw}oXjzdCea~Z}rf$X$!JP!kT8E7s(@_hV
zluoqq`P!1FreUq~R>wl3mED%9^F>xoi@{;wFZ95eS1}9l0!_ejiJX$?en6><W8Wdt
zh~D}Js<%=Lg3B3>@ZgjxHO}VPQ6)wD&b?XUJnfC=<HGrTn3@eo4mLgEB%!Gv-#@|F
zfiRsa5Vth?O)hV0K<sk?v0dpaaDJO)wxZ^yURBH{MNB(SYu#IduU%nEO9ZRCxtd?d
ze*8T=0t@JWkg>nc>K7J8zVXEG&Xf4!tvx+|lQ7vjSGD#B(Q&xGGd2a#CDcs)bk}#}
zK-C1|%(hSjwLn#<^kH$NoHwajp=?>#vZYehi$@}ZDDdWAVLV}r^2I7g!@CfTx@U~W
zqr7EO<=cY$pyOl3I}r%sa>ZW<y$!?=%VaNneb=wpuNuby;vZxvdsQb-l|Y>&)jQDY
zQ$g1=wH^zN<j&UiW%^8i!?hEBg(KqCDR_@=`(Pkl#7DICW}#?xnEfR^LV`fJe!bv5
zWKpmq!hEc;A%RtW96oW|Up|thXeT+Nz6HI?*~ojMl%vh>5^P)RYSKLNOdNPU9y$no
zQc#2jr2UAdt|49?R)Ep`cabF?p1<(;|Gw9O4f%oIqt^$B`BP<u*fT?P7N9#Ab&E@a
znP6Cis0-Gx)3R#i3a#Wh(ZT1n)(nVieYQ*On&jj{w#w5S5r8G4*^I+O4HDY@&Y*#z
zR*f|!kONY5OU<5;=Wf+QjQj%Sa}>e25sVWK=5IlgH!4}=7_f#}83r$S6$qymPYLg6
z>@Ld~8tp4gPh<hzCZM&8HOoW>i8zho$UokUA_!f}yo^P2ED&}~l;giY$2i;Cg%*J0
zPMX^jeDo930=X`fIHda(TMl>eWSw)RAZ5wgnqS?#er3VFh*X<=*@r)`5&E~BWz4{!
z^cc^>7<MW)J;SfuQ*<!`$DUu;=}wZbRw^COXHuk0GVWUsmEuPNqn<Wi^eeqh+()j)
zGo>mj70aNRnfDF@-lrQMMw0A6u>C|etps#BRY#-E#v>_gUP?~U*${v`*ySOdni8Mi
z$W7G$w}CWH#Kh!juwwZ|LS#i<ZNf2@vE+XISY7dS+8=~O;4PYhT~6i5@S>-%@pRMS
zdmeQQi!Yg}(5!trrPKzrl0og4Bk<SD791MU_YtJ;W-9>W>?!3IASfkUdD?;ozT)qw
z^CIf|xGC>5%KYs12vKc30+@kX4<=3UU3c2_aCojY&lxHjKLfbZi(aYX=|_Ln0DwS=
z8ukJ6($}d(&XkV#423pLw`)3&ch;!MT#j8X+l1U^6B&(~#)9YH8!K8)gHnmit%2^~
z=B)Ph{#Ya-?-cEs6KXQM;{zaUaXtISYu|VPG#qtYHX{H(Qv+Z|F`<9He15q54mAH)
zj|yKzuQ3U=`|K<BKgmeX9!vP#0ar`}&N8c^?FQi5eVmtJfbCxWQK0Sd6cC_V?6M|~
zn#}0=t(_oTt8~fz5fM3fpcgy+ChYlcxT>F!(Q>Y%udm5W;rjMOl=A7=rmb>To9x9<
zn92VbruM7zh;;U0eZq<8z8p}}v9r$*@>o3ps(`h-75DPy0U1x%=F6-<{kGoo_4KET
z2HuLcCe~2Ev4LlIQUlw&yU`z!!fa&e1jQ4&B?{nT0H0-sbQ`$B3mPA<UHQe!aC<|2
zGs}C8e;QGtLrhw2+<LWFBC$+=rVF@=JY%mLer+6AVd6fGRAe#$UmdAuXNY^NtnG#B
z4|`eL2Q~bb=^=j<EZ?1Np^^R!F+^R~bXv3$E!Yiq1eC)z_D-w4_#y};348MkoX&-G
zJUN-TfQJOPQav|<v}n)gA5E^*Fx6mfhaD#aKGb$S2s=nS%N1&Uel*OuJ4Dk6vg$M5
zrv`O>oU^Kwd+*T;mN5~j9MeHQprLH)*8{3|_!R*YQhXy|vFogj`!&0-rnR-=vuG=Y
zS9ohy7~uHiItyVOG4$c3U3d&(zKzUX$S$;=hxj%Tx7SK=|6D-gcgTFCJTCW3yI-r!
zh7dK}{my1nV0m~R8Ch;LG!r^-bDA6e=C$jsYg_Pe+ItxhfYOjvoOO~2qB!K<>wviO
z1bnze9uA|wJ{i<uzKEO_YDz<b0ZEFaQ#4>dG@JOgG}7Mxx2iXhX7thxg`GsMd@>U}
zw@1b0QsmBHP;a66AJ5Uu%6ziU<BS;Uyi?{luVE^y*)_I~tH=CVZLjFnCoPfA-*_Lv
z=FCq*ts2w3V>gz3qQa*sI^6#sX?0Z4e*HB!Dn&D`vDR@PIt&7OuRgFB0Y{b+aO!IH
zil#taT|`zk1pl6_Ez;z9plR242D;G|BRXxyhxr92BVKx=`lz=(<i`Zf^-slmdgpMc
zE=EVGDw-~jbv*z@#D8_O*iV@0b`}Dy1prlecy)oWKexiiL0OOZp+AgSeljP@{r$b|
zosGYok9pZ`*Nx;xrnz_CvM~Ovi-MsHCvxn(?Uzbr=TnI_11MwQ-f7*e>p${331~b|
zcz6mNo81})h4a!2YCNloMOzDfLc8hBR<Wq91uNCMZ%{3p@gGlzSwDgbd2b-fP@(>q
zZXAb0fZfLxS!i^~#TrQuj?7L}!>FC32xTgfA0=9L8mL_`m=zD-AR85Q{H~p~)xie#
z+2RQ#XeJ5XpW{iV_bx5p0*fh_9K&j{J3knMxXGrp>!(okoY7Mtc1Y+^ST0WY$rndF
z6S(e^t@9?mLxMiy(vjV9dFXOW@!c2*750L@AI28Y@ktx(A1``iIyB$P71Pg!P2x<_
zMF=kDTi6B-?be$M1~rlC;b_l=;a>lg@4@6*M8n~M-;0VI=}n!t^&6E1v+z$p^=?90
zrouYAm%;Zq4VdJxvG#IVj)5F`XUzBhI7a4a7P;aM1R{wbjd`tcTy8OIjTOx@%DE1h
z=A?0~54WimC?wzO9^>{Cob<k{(5Z7@a(w>0vQ5tq;Zz1aTvsqQv(NjfXXQ&f-P5xb
zFd;asuzUOam5Dm&k>apz<tN-Qwzli}o0UeRqZaba=j-RzqZEn#z2#(sMb{yf7o1?K
zXyeob1nA2&fseoa?lSf1VK%v-#bkjG{raeV2D|e`R`|{SwAH!bSz>b3FF(BXXhCNB
zw{PfSNGFr_Nr3`gGL>D=?U=5h{ay>OZxQzY@Ow_G-dIv1{H<=?g%pdxfAD#B3J+ei
zyJjKBOye<gLN&8yfB5L;85CK9c0^ifUXA#NB|Lq*y!%|omfxCN(waMThqAZz)eK$4
zaI+Y3X>|5CUUXTavL7JRn=~#gVmP_QPA%{G#qkQG+d@L3Ihd7wCPC%zdR0vGoN+Qq
zyQu|aw9DFoM>dx)G9bX3@`4h*Kjt>cyg$sy3;>9U`1*G6(z3GMgs5_z_Pij{RF2w^
zfl56H3F?WavS3n-u`q#)!cX|}LJVMn(KNnCB9K)2P|{N0?<NO?N-;BV$Kpct(~0-R
z-K)u|+$Qnl;((Hv7StVbYH@0|r?0mzDtQ*ofi1~+vp_+8k0f;#Xv$?z0(v^N@I;Yo
zg2!BBjj}+zsv)vS*MRz=vgX~Jg<P-&21IpjZ`rZIz>%QVDcu_#7Rbj5+geczCnkC(
zDjf7lZ<J#Q!r)}|&sjNH<17sB8oJtA1;stM)#@TGb1f4J!A~_NB#XGTe9<9TZtu`4
zh0pbc!T0<Q>Ubxd)|%3i3#`ZvOtwqJJQxNk5lNZNr$Ad<Mk8SyEf(U!6s$JwS_Guu
zZ9C-wl&S<*7F#@K#Y*)NFhcLo*d)I{&-*;a$BZ`lVRD5_e0x-bh7_IhaJlRRpD$;3
zgk!~ZcT+T$B632?#qIT|PNk+uAR@sWuV-jzR%3WUs47xr+%hq68f*oQ1)ik#vsyB5
zf8MI^W<YDB00tnB{-}Gv@PiqhYW-vae5ADl|Frv<I}KiJAfZJ6v{^aQRtAKN3lB!5
z_5dc5Bx;<`Adm2yWb1r;I{JLgZj$b3DJ5k*p0l~~c!YS{l5xEJP(W!sqMcOo!+o8M
z(o*69*s~Fc*ljQOB39b=>LQUICywG9ZJrLcz0jk9s0Ba;QkKA4knU=VawCyg_6Uf5
zcK0T1R=K#E+Rj@wV&5j)ug+O*<pAHI`ujUR>3qZaOQiJ#ck0|tK$4z;gvYe68uyKP
ztF!X*JT~%YOiVa*PHXu!KQBF!o)tx9*0{-?{0zKXtZ%dPw4%QU;2>=6o7VdyH{;!j
zdUXx%t(Jxp!1i<3lQ(O*IK^eXI1uIW>zkFRSQOq_<5&hcDPT)_$jfZ}0+{gFtu23S
z=T4V!ECOmxz{XPmaJZv}T@w7a+8WW@^pC@A#?flnTJD#CpB^ynPRL}K^U@y|^?RWu
z4^hL?V)|#GQuXL_`2HH1-PfJfSKFLBW$P+O(xNO!4Gc7-lGZKyq?<jCt4=<Js30ZU
zjHt;YyXu>%-n|pg)+JP0cFP4P7FF97)rR%aj6*@4>*BktM$nN!{KQ0gn1ev{6+4+s
zn*xXMBVR2S98H>qe?vxrGU?+hUtS-0Nvm|b^}YRzu89sP4;tts7rf5!e5?dai|&r$
zEU%5NRkUHKK1TxAyE9mi){k3_q~D7$G|76RSNJXb_qie%YJ*-^6d}mHGG;~PR7x&P
z4GDI(+7Cx?<icq(ieOZ=vFyfM)0>RiZNz=-$d#d^Ml!oT>8|!Vi%qRp)3V8JE8nWl
z<l4MY$hTS=ZTswIX02@p%nfKZ4w5Fn-w*F*Xg>&FQ1`%m*sNfwc${A148e%b&kwBd
zI(+;<$n;4h)Jp&9Y?jiM_ROa~jOtF{9Uz-A#5V2=_e16~&Afkl8X${m|8C!VS9diE
zcm$DB*^j!A@wwfT*t-slyZq(6nl1;SpO~)O?lZNTF3KGD**VzQS}dM<$GFaI_jA&N
z)0{@-`tjLrGwzLFNU=SoH|#cM7M7)NcwboTL#G+sAg3XP?1Axq{Mr@X>k&`=Elnx_
zzxc=jNSHLs@*#1WW|%+8ucm$aLENmHj1k6)!2X1Eo|<J*EiQ*XB9!H2CAykgY{^f@
ze|N@Mrbyw>c4v|mBLrK>G(Mr=)9#x-$vt(mhL0M`xrZTJ(sd!T0LN8SJM?jWv1sg|
zPnp-VE{VE~^V#oxP6~JqFEt#e6Mh<Mv6=x4OEv!R@)U-xKx;-KviE!aR<%!BFyG~q
zLX1a>%(46sHhxWW1iHS8Y{;&VNlO`9yO8e9sw)yZJq#Xti)9pxf>yVUCt@ho->^QS
z*Qps#0{2EqT$Zu+=0v?@b@!9u+-*W*8N-iA-3D<v6<4hmc_Yq)!lLih$(O^6?k!6N
zA32g?jNMKa7~sOiPp0-8`4si#_S8#7M$)^=m_ZwL$l!4=o{ndsKkYI`l*6D4uD^B1
z-_>%sK$fmHN(|Zl4xt>8klnD2JX>a#MAlZG(%eAT5d}JL=zJ74k#Eu#dT08jHYR9g
z`LG76A4YKcCw477KF4)>*Y~wFex1d2XEYxQEE8i98A1^t@Ph-7Ck|<>#P3J(LPMxp
zb%Uh>-{vwXegl5udCuc;lTKque<AjUN{8K&oy%~Df=+gC&)2{wE`z$8p)A~7PHJ+#
zoE&pcwMoF+pNJxix_xkJw{^-yP$yQY+_K!pQ(z*%(~Zg9CiZlMfgU`Z(<*eFHrqoE
zdy7*6=lW;&Se2%!7EbVGOvj}w0^vv4Kzk_1aMJBvZap{s(AR<hTp<!5nFSejJNFfl
z0=F#xloW?B|A-lk$v{T#S3UHTENB}NBBrFmoAfuI<NN7+iG7~wUxRW<Nf!PdNdKH8
z_XQ}PV_0<98b3VR5wQ>wXt;IucoNteWg44>IwLtUJX1mS?=6kalW)GK4pwF}D(4~W
zC0SYeiPcziaK=w0b7)3`5=vXMtYYIBEBS!h?l15%<>@=6aGX+7Oz0*rK>W;{y60vD
zvn?APfMwAq0q)@X&U->$be`_lrQ=V?Et5foH*7gttCLvRlG%y9NI$c;Yjn2+W7!dy
z(|!>QLQ0TF$K3DXG3y4+WI29wb=ED^CPx>wVY#?fm^nd3h{EYh`W}T$;!yV8YEs*j
zlu%6Z3SZ2dU6I^YepNZ^plisbsY7?*21j@7LiyrSYxLa?Y3*9yx|CDWMY`{?0p&Yb
zCaxO|dil>C&frMyR6R;wPPoNZBSxz{v)ZCxxBxuW8kje9``2Z}0p<+}|2bF=*^R5W
zg5LKDr6>Oa9wR&>M#9l-+B9v_m4uFPNJzFHd?!FX!dwNBSN_qX-ZVk{lQJ#cvL^GE
zAC0h80ikgB=ZX~Wr9x(eK?{<!x^@e@0BS5$BUL=})1*mu>Q}p(Kn)4Ew`mjxqcVCI
zb6yU_J!0UjK}Rr!3xcm4MUZaZCiW=*fHc*eYcVERZoHFU?1W9lhaeTA?!6~6yN~QZ
z7{S>4(1aV7rOI{^L12=F`(9#Ei%bC~eqH-4|Ju@IcU>4%zCgO3A`;T3LPc)g2MvT~
z)LA=_F2v@)YU(B^#un;w1u?S0bjsnfRqfTyV6qpr&-zzlv!FSn#M#|=L~UzusWl4U
z-z5<Co>X~%@96E+WkO=BK(bX7i_0uyIr|(#@tp;@nCVdIMtA=yVE(pG0>be>`V55b
zscZjF>tT&a6<u_2<;fq8HpMH9BB~IX9P>aqVc`p{&YvAiX1*bKt_sF8-#0K|*+fG4
z{P1PrFOpvm>C=A-j*^-*lFiRi#Dah>Y<FvP)%rFw?5B^bFzBN!>2mUJFEqT>p;tZD
zSCmVt>I0>zJYydGB?*ONRuPV-#Y39;K&c!qp6_&1!i?0Gc4u+%tL$+2EoL_`sBCc`
z;p%XW0zzcO%s9#3_v#{VEz&d@K(mR4dJj{$`Z;vBYkS950i85?(-)p$0)6P-9TXPq
z)6nO|pxN0h%1Gz-Dynu?-pcX&5jwBRIqP`BHYL5rkWO7$J}Wg354Ap-PT4kR;s`l?
zQdC%8+3m*?-Q^z80|Eo25pfVR7K6`PHpZvIna|DN1x1XUF@FbD0lpFUoa42B0(iPF
zEA^jn1||Yf)^qC;dFWvYw`Ih#*hyZm3diCj`LX5Ln;Ou>L?cY`oIoGTB%*c?Oi?}&
zI+`m@IIg(XIG-yFS*zeiw(UyBpNTCM^`_c%GJp{&Sy8}V$k5N_$P2B=`rc;DEEM51
z2DBW>19$tnw*D)bV3-oeS<c6PltLeg$ZbD!iCy&Ax4jlnlOZ&_rqj6UwGo*P$=i@4
zBU5kQ4tpQmNKh)48tHzVPNwS|>UYA4U;8R7i=l2F$a<5{l6*X|v8MYmtG{Le<@nw-
zdb0${M>q^$rK*<zu>yJaMAk_f^>nz;qTo}ixgvLcJfUqf|403y&OL1z5-?0*(eSa9
zSHhRY%}GWTD0~Y9Au8M3zdNruFHV+!);=*2O#D5N|NT&$HC;icST8yWp=un@X6}5?
z(n*!&BK$CkYUVYHVBW3HfnjrNp<LMhfqwp{-nD!7HUjC{h{O@YGS8{}Asd%<y;yt<
zY#fU8{z%}g1?4oDn(ze<g*s2ZgEf0Z;fyIcmti?n1vchM9sB_YysVfRyfDagv%`XQ
zDq7JoS}4a#PPn?C$Kl|$nGvu^hp;wegPJ5=_VU3$6d}#Ph1R0@M$<$M;@M)AjUVNT
zTkZ-EOqQA|l~ML-a|wzk1{s7%CKH(}@S?!oX@?e0iS`uk_zh9YYMHyBt2WJ2iC`zT
zFiVP&a1@Khrzs)7A43b6Z$MvfRowm2JcM&!I$ZC-l<`S0xeyAoa&NEd<Hh*WY*j3?
z_qn_)js>tSKSBddh>XyOOW-`^e}VnGj0!1ilHB%p+CRcbY^O0%KoF5ceE}t@^CJtG
zh&CkJc~De+e;ZAA(|pv0rtr37eQ_LOg|#eo`~9&*D92A?DpRdW)me){)-%u8JMMBa
zZk3kWGswpd_jLJSsR*=>Z}d6sMs;Ec)5Mj`5LL@Jh0<eS5vXNfjcY=HTt8|<j!)y(
zu!@N+NOj6#8wP)w(;qSWNwHd#0I{Z8hP1Lr&0mS)CQKwjVWG(YYbq=|kDBUsx~^@z
zCj?#E(_#QnZt}xO=N@IBI#o+u=W;9v_A=rGQ;t2W^Dw>4Y^8fa1tW1ms$D02sgBX0
z0fSTB5`VTX&a>Bse1rH%AE+0hF4a1a{1u8ymlz)y@&zPLl(SO*6Dapvh|sCn_1{8-
zP5`3#9}pCRp(0*emjfNRMTwzqQTAHw1EUn_wR1lk);35tA>=JeyrC>=m*KLH6TjV~
zro^)0`~E}~ujgu8EB<4})9KWBDI{pu*xR3BULU5FHg+cs%hd%U5a;Jkv5^?b(OC^F
zE={)n*xYA?BU4;P_cP&*p5E2StsZEXcnw7aW!r?4RP~QVwTXo4rGl8Q?c!{qgqBor
zN-iC~qof}YMlfU}Tx%B?q<(<Y9qFtNCPYPuH|g{8z=gEA$H|dqm=jGUnYXMaiv}?s
zKA7OjijfPZWG;wfgyP9fMf?6#3r$ZF9b`P|=>$RQJ1Yc4+Pe-dbt_8e2sMzlh&>9(
z4p<e7$&r~)elEs8(jBjI;fJLat@KLc&1d<`fc}2YDbmBf>>mGj=MC){yrKX@e!F>x
zF0w#Qg>6d7Qp5&<vfc;)!U{7L^vifW0`Fj$i8w#x9h`4HW7;6$yJQT4?y}!04ibB1
zR~=dqeE4NnCCoU*dcAOwF!;5mz7S*Al<hMomJJK;_0-~dI3EHJomwb5-D2>?_-?Ci
zxUlMJppp>`$yP|!LR7iBj{s+%@B9sYI>`?|VhNYxO+A7(UH0MiL?~(+<iNzw^jm&y
z6uVP&PWxcGD0gb)-$DBCQg4$DVAeWsrRlnn{OnV40yVR07^(chh<dbNLHTX_EG1GS
zSKZ{fa8`~8!hA8)mB>Gi@WfTN^^p0s?Tdi7ge#@QL4}$+_~QZNt&ewNuq%&fVM{lm
z0t8fQ_UZo~lY?HCACPDJ=Tr#b$jAR`O*5te&%?To7AEKLklpRqq#R~Jrm>DvyvGeF
z7Ey(^-q~aX=sYFNHJDc*Zd~J}^24oN(obK!#iLt_upmOzmuHK|>jq3!zjOeWlYCgk
zTu2n&;=q7D?Ku8~c!3{mdd!*qs-^i|a6o=Z%&iMC$(7)nt!A?K!rgHim`N%w#N`rk
zIBY&Abw;YCyB-41uR&+N=1_~@bQwaZc`t>+TlP$okQXEh2-Lwlb5Jp57pyW8>7yFq
zJqSJGyty1>=J=)ADmKAc!#a{{0U6;E7TtIGlRgDRc%~#eef1+qaENB`;FuKE8Y<q{
zr20pgJ4y(?6nd}%DMiaPY#u2ri+YjT*PEqx2fyKmKYPJHF*C>w_dJ;|z=`jF$ur1q
zwyw7RE8^FuGAJoR6fh~Fcx5m-_j?5WRIF^%NzqspGrdFESmY*BOr1(X3^3iPVJiD^
zrP(KzQ8nf@WsItMRP9o67FcIuL+~L-@&thLO=?A9&VP?Mlj>I3KzJptPY)FVe*qWR
zW$K*vp601?l|qYW#?10G^QD7$MxeyRXDk$Og;rQSMG#Yad*odr^jS5gn(?SnZ<^PO
zhEu_Jg-XLzCH1)pQe>u%pxVZR%zA>V_DLOM-Zu4<o+qI7xMDM@ju+eQtAU^Ehf1J_
zO)Qpw+eR=YFD~yO?)3fz3Kt0Y5J(E?aU-XT5H)y#H*!NT$IsQnN>fOOXW;mu>mE5n
zP3dj#7&x1*fMc4sbNp}W=J)yI|9eu_Tg6Pv7KV_4EPU-$6P}R9nM*BBsIN|Aj^_Xu
zN^q9{jr0|+(5ujxZ{^M`2zu|aeS3=YjfFjE14Np?7hQUVh4(7rt_nGre52ft{uvCv
z7&5#RxDyFgE?23Hyg!^(Dce;zL+_EIP8@8lVyO70I~!8hLFEk&B|SEh0<QV+dCcXd
zbbQ+DkTdlxMQ^*Ga=~tM7}3%Q(-wsIH2mh^ygYl%eV(7Q={JNws&0o!pp(pn$iH`?
zs$*v9VLTgmkb=am>s50sW?T%yf(b5=B&Cat4!4Kt1}=pJd8Q!$`ynOE6ucaqZ{WuM
z+A2UGr;43rPuS@CelO0QW-@hGvS^Xwx1gX6p3to5)LaMyjIrMY6Xb8vpl^{k?i&67
zJ%s#quu{ZvPKZ+mhZGASe(MEMF(YPzI4Cs=6u3rC>a-RNCAjZkR7=&=Bg+kp;r#t;
z74?gIL1xrGA&!FKNaIY7owfAgj_GV|NAh{*VRFInad={wpX3ijcN@%EP>itSbfu>Y
zkwuxeT!y;7$}^9HX2p$HCaIg!`5dt4vWp%muv$xU`vt&gND9R)Bx|dYr4^Zg7@AP@
z%}Ha}D|luD@>vn;{IXy*!cwsKNY;)?e`^=<&7fIJL6w|0$^aT0^?d?#*@e&>sLr<6
z_KIY}Qgrk=2B%rkU6?H;s&;~VLlCerj>mi6P|<vOf8xVBdpS(zkMf-*TQ&c9t>mAA
z-hXVEzaL^WzhA|E`hiH@KC9klM@}iUxucx1p4FPO4y0^1=VGdZozIrS4VP#{+H(iw
zZ93nG-$9BqjzRbHgmLT3+>4HhA?)rZw*`bWT&79ub5<96Pm5~q^$3)#zJ)LTm=_l&
zues;*-akwHRJR@OfC&>D12f85o7w!W->GGt!}J?2<-Uasj7Y4joRrXLH#h3_l5u5x
z{!zgY6-`>2nJPjbu(>{Sf+A5FB(AF#xGn@bXfr3c5lR~Gk%YKYgwIP{Uy$^$-Xt&y
z>wQ3x;5l^&jqFM7+L&DDEqUjt6r<1Z=WwL}%hIKNGp#lLZ};NMllyN~L@2BuCu^pD
zyjYyUCsgXys>uAJp>8Ahl&4CF%{N_^me(yKlBj@49!X#}*8;L6o46#5Dy){rpE+_Q
zzzBnYSiDa@us3D$X|PVg5(f&G{Y*C+gHORa4pD=!J28bc3<aug(iTYrNzduBswbhN
zm-n~_{7coIJkh#@A4B2{#;WL^u)=hq1ZBHD2H4p95BTbUSZN1-1$v*Gp(4*v+Cg9z
z<$^7^DP(OJVdH48wQFhG#Xy9=Q9KFtj!*k$?<n++t>=B;NhIR?%D@RWDPz=?cT1Uo
z+y`bp{<l+6k@4mI@IR-4-zWJbKxz6v6A<Wd3m!hD5_#VKWjq?hS|Ycn&LrkF_-?zQ
z`$}+dkV-dF5*Q%x;<`9G6nuWwn;tt|Yx9s41qy&HQ;&jf5;Q?sdK<tlPE9#3iwIGo
z4$hXEl}0NYWCOd{k~@c`EUwJ#hn!eW7Ar(hrXFM5+y7k$eMs#jE<>UHAVhPW3qvax
zRO7&iz;JVz>{jJm+1Uw2Em<wzYwt+4&CWARg{piFmk82Y-2s<K$7CdvL<_sjcd69&
zjds&Rp+Ks#CZ^BjPK?#Zb^bSm#~9D}zklK%2=DiP{hv=gRqoBVBzq~R22md!rd2E)
z_~L@_5rn<>f;I)eN&z_$WT||KddqQ_x)!l4lYgfg>&#KGct;3DW*fC!b)&cM@-)YV
zBH<1Gdet|^SP>l%0jBM`TIE2v1f_Uf8YWB9y0FBKdir{5P!z5Z!gI-i1|0;#bxEnK
z;77G4q*018hnA%($SpPk?9(&q?zEXa$vQ*EH-TEAeZ@s-LQ)PbI!VSZgaf@KLDGV`
zTfWq;uQz0o=>y*~0U<zDn!uvw{9Y)Qu3c(fpoWitgS~Vh{P3k?oll+S;)My2U-~<Y
z=&zmoUoU7cr<f{U7&|ukGT(f)R7GXswn)j;9@lZs4X32{x@KIt@8o=#SiXyzcuya=
zTbk;@QP+_0iTfzNlWo+^&k`U;GpOYU3nN1QhFBOmPwkwgDJxIy@NDl(5X@vhy+jPo
zB#H5^D*XOxExF_oj5C!yT3Sx@VFG(^oDWeUEe4+len)LbB)x$(l#U>&-oY%~h{62D
zsY*LD90%jxNNjI|g2Y}&@>C}pv(be%qrrx7oClifa3B`R9PrXxJ&FHp=+7Z`qAOhe
zX))rR-+g4yADb#F@G6S*&*R5tjAECQfAfD8KY=QqOwvb`WIY36WMMKIN|waz6quXS
z2G$&b*MydWZJ5l-N8F8oXZ6Z7tGtJ&3C||BoCSHtS{xQ?eHv)%(&T<GME10u>rsq^
zhYE-jZ!ypP<pgB}gEt<Jm{*YfK1X(}NIa`_Do1Fx+;WEr%2kx^wCBrSdK@_z9fU!@
zb0zyecl>&ts)Xi@x0x^hySN^%z_4EE)*7x`!B?|FS<rPvsn?+bE84WyE;J7e2vHro
zgIK;gc!grE(hB>L3pe5&$b+G6NJ#|~L9d3K8K$GqFvc__XBBIaPOF25UheyWQGcMs
z8}uiu>+?157~jKK;tLT2;5i!~2pn(Pj=8U?F4YXjL?e0Z+W}U`5?K@oOl{pC{qT~E
zwK+6vZDvNqW!Mo%ZLsp(W<Vi{V>I&o8|C>tePupm-2H**Df&|8KY)yOZhHFdyY{<g
zAeeY1f%(31YkrJv<-X%w<@sbiTNwHqgZ;{5_49c@5fPVSg<i-2x=hQ(;qfA9{B%@(
zIuytnE7kM@3?%K(E0MQ1A7sjl#*gJvfnWGI_)nb+{MoJBuR0@nWlq&?zCfD$0_4%f
z=zP=|(B5)Y4z!;=Phx+*IFP8r9@ZC{fe5mzKM`b_IcNNLb7?m28(tfne5+b+UMCN`
z_lNZ+C^uo)6)ne4^G?r?^Qkr-4wLzH6&{-_ibelSA&YYm`TZwCD(G4GTg+OuZPtAd
z{dK?6da`PU-h?j0b(&S>hS+`+qr-Q5VFB1zcpL}kSVgZ0Ikw1%TJMSqwg9tH7hpD8
zNodc_-EV)|AG5>HJj>{Q-YD6=wYguD;x&DkqIP=;Qha_K;#l+;tM13=y`3|-Vpx_t
z?}{g7)_b5LqP=jXz;JLCxfj7y=7?~oVkD|cS3lVeP_Lb)=nmu9_q}Wyy&B=l8%>gR
z>QiS+x%}zSd}d4ziBfUr+C(so<7PI5tb`lqMUCdVa4Rc1e<@gnb^U`fW3@4{>npl=
z)?<G0Hz1(^%ZIpoOIlynS2W+@eH49EIdZHVS&C0=R`*_$rBE*#Du>iFRmDQgp$1d1
zC9d2TtLYTGGCJj)JzWWoi~v6=0gavAl5VT+l9GsQ7`%kN&xrltc23if0mk3>N`qXq
z4trD8h-ywT1%6Gx{xOp}S5iSAk>mX0fZ=g;KRt~k;x`}kaU1irUMs1fOLYZtMmxD~
zq?6k4LpCQfTGvx6^o?dLJuH;iNOPN(wh$2BF1wkOt5w_WfP7Rm?X=gYF`m(2c;4?7
zK8|r;@9;lwp6=T`^aE5Am8k3LkxK4H|DiF@H{FL<gf9gv`A)^8YDoYiJL$e!@;W2D
zDFBG3(18gf3kfRbn&yF&^&Yjc77Eh-)_Va>$b*+~(T7`xs4<<&(%RbGwlDh%rMYD7
zmh<YUxct_JMbN!}Tvus~8y!HVnCauBFXWIYV0`DrG&`c#Z*kP9wQmg$pZA!%TByAL
z>9tUqo!3@ZbpMP^r;XeH$-~3CehDg%6A9uEHt>nYGQ!qv@vgrgi%xqJND<pW`l#{i
ze>27U49>c-GZz;on2ZJ+4l&(<q@AYcf}-8@&B`OlE`YY;JO82b{AGJG4697D*?Q>T
zIbysuf5PJa6C36}vLGchmh#+{)(c1?qS{RkmdP|l6Ux-8Z(l-i>Fj^F^&hor*k$bY
zOYOR}1EJO5gAc0iD+2=;>)5&i!jxYU!xA;^HZOnLmuofO0%>6`2d661d}e!?I-CXB
zo#opwydfUQlD(2>D=2kYz3SkBVha_8j(+8=xg$Z}^#OS-$>5Rq8dvYP{LPUJmSDhm
zjcHSRn>)S2P0Cvl#TAhoW(S5Zxoht;eq))%#!WM46W$p~B4C8^#sqA3Em}k+Y}{Hd
zHU}$V99i-hkWvJIxpfZoHR;KfvR{t<@(o>tfA@~6Q1%`qgkv$FIToLdUxuQef|pRr
z`DwEQJ9VS8KAdVha;e-hFGhd`jkQTZ1%FRd03O{Xzpv~S2X6zJkIY-|&^HA2xE@c$
z2{tn=Y)(Gz72s`T;V~(%h|oWs4IgY}KCh2j!G0iM+VwpzXrF||+8;Sdo`?5(((!UD
z7>JH#;PmRNlfthLm`f@XMH^1N-qNwoq$b@?zdoXZ1)skoKFB}~9q>OTW8i#lFjMH?
zHfILxZ9KOZz8cnUzn-8oGP!MjykuQjN$;};j8g(7#JK(^fQh>i?$30)LcN#7p#w7B
zT`yxKD%6^hemw%1*3WYwq>$(OAoptCq$YUS-F}%o^Fee>G*qqK^PHpovY9gy=;%JE
znGh&F6aWBK*Z|-S`tta!={W%l4OnDUbuv={DnLfdb<gH`yV?($gI=TVs%ihIN_n66
zvPWim5j^w9-aXt<IErWc{z`A^%7mLWPAM9kyiN=5mvTAWZ!`L;x}fi)(So{SIJ=js
zL*b0`!0Dw>-q_#zPG1bi2i|%a-@)akDw)HJ6FVoy#2?Jv%|BDdKmUOjLZJ(VK6Ck|
z<(uINO(61{i-3bfme&18ToO-l3}3<aCt8}`@XFpd3N7=XrxbempM?rj{i2*qP97d{
zhI<apwqiIX2IHBA_!krByvKP&No<!rrO*{S!`)tMy|eA7WvR2}KY2VC2lhQLcbl5<
zhQdMaPB&d?qANFBQo!^6C6Cduy{)tyiDHv9;3oZrF!OkVZ+G5^Py#GPjX)SUhx5rR
z)cGr|4}3(eH)s2kNO%S9erFJ<x7%b49+&){+xN?t?T?FX_Xp)yf6_4sHnXS=D()`}
zfT$wi*7?%jBq?XO==kj6VnyF<J09A;_#`rxoJgnhdAFea$P-Tcd}ydC)3?`<xf2j8
zZOnEoN%9|g198&98^1b(wpMjsGM2u=QAh*nPY&UD?{6TE`ISYE8Z4BlMI(P_oD~OI
z0=wPKMS)k7`E(Nyou=hBvPmWu_u%6n{5RK(p`ZWsx19y^kU$IgcX~w>5roepD56}x
z@O2D(kUl4g<2YhW^Q!uCpF<{zacj2y?%-riibj}EN43_x`~UTI)=^b;ZNC;J6lsvo
z4M>A@N=Qg|cXx+02q>^&gLEUg>28s3>DU6&f^>JoS*Xu<-shZmeEi9P0c)={=ep;-
zuX+7|Ja=#Vn?DTG%VtGtkWn0bK$0`LWrcP-vhn;}V7|de1~$&q*A^Jjj=t5EuT^I;
zYH(`mwQhA3a2>p!1Q(zXRqrd)NiAslAir+D0bFr)jct9g$3}X1d}6H|pN#74C3eJI
zcu*9zBq5w{fO9WW$`^X^l}jOc#?U=Hz1o8!5e3eVS8^fG{YXnTXp=1s$3pqE?X75d
zaEflTM{zVzziT<3RcPX_OD7QaIHvf72WbO1-L(3JAxootsBr`h+K#xYtGZ&Tjxvlh
z%!2E^!#9{3gdwnikTac<i6JnvS@!XYx?-bngU|t$R1*ZqfS;Vw(cv$<T(!s}<ygRW
zvEq^vGZi*T52cbCUzkj`D!`1M82M6ETYEf{;jc>&WpC2fc2z1q^OY@Y@BRAc)cg2y
z{i%fo&o;OfzndHxB0@uwvExYx+t=5Ne&itk>wzi2>@%}4v-?*Mb@Xca&*F{t$L0Nk
zIjn#JRONBlzsp&7ZPEh7w81^88;%6nG)55MglnD$J$H+?6FBRd^S>W2pPA)H7xHP%
z(D&8yZN6n_1E38+vW62)^Equw^zHB;M-*|8|DT{zdNd*1n9w=Tb(L@L%=OOauG2z^
zou<3&=-v`Hmj9;SW?7C(fbU&U#ry5wjyyc+86$X+LVh#oE%)Hv%gA@fpJVgG`sBFp
ztD(^Ol%D}e85ymH$@|wd>91bg{}w~4GD{KfpZL!bx(xq#`yFPA%dCC4yMIHGG35~K
z(6T$GHNxDt%9e3)@ogW6_qYN`%I**^ZaHlh(h8fq8Uaepk=3e<hF@{ZC#^T9-}e3X
zKPlm4xUI1+UR-q>ZD>Bb`Zo@BhIV^*`TyWh^A$Y5GrpBsjk_{g3@-gJJ(t?onXl*E
zsy}Ouj*quEscctQr<PwFp-$aw?E`$1LX-PBt7v!_hwo~b3y^0PvZj0X!(hnE{BBkp
zSN9OQsPD3?_waL{8?Tex1vl^J<?b7<EbbGjzKP?J-gmRKEY_D6GZ1dM0BL2HwO@9y
z+1Gs!L^T$@7hV3Ql^riH+mtnLV<+lY1Ao53iBjk+I<};{nTGV9g((3J#H#*2Nb|Yu
z(dQMFb6I_)wF-Q~QUfE~vuI5TVq*fT>J?)G-DG#LStIDSu_+2){7RBh1rd-1!H`Zp
z7!f3u76)>=Q=~=mmm6FwWglr|N<Ui~3_h4uK1KgP6PHe%AYy?sk1}<BbP;_Q8E#gw
znpNKEIeBGXp^TD+T=4a+Xs=ItC(u~jM5vVgwOu?7N??VC>gS@r>mO8I{B=q<Lh37h
zsO7Oi#&WaK>u+oKoqGgO0a^&T%xvb9HoAQ+@F%@mml3)dX|1c<$|)`%@ja_zR}k8*
zD4mtU={;21Z(%d*B=tJjx|-t`Ed%Uc@dnLKtMra1IR67K&Fp=p)vW`y+})AERIa@G
zwu3NVIjG!0KSIu;pPAh9NDW#i)^2F@e63&1cgMyz+4wOj3R~>8IHj~6#a;Q4Z2SJ8
z6%)n2_D$-?oS_aZ`(f9@_xUXorFkd^p0UfgJ573T;#3u}if(%hkxib}S}&kd_C>kB
zUUzKHN^@*8r>2GL&M&ku@8G5%wy@}#x(zbt*wVD+V)baaU6CwAYyG9)d-#M$B0N+q
zhG78(KF#bs;fn)YU>AS8$C8zilPn@SKe4vv6C~8)?vCE$ira}A<0`$I?`(4d{k3C%
z?)9GMO?0om{ug6C9q;wfpFwE+rZ*qS(gb~`g^MkZKWrk&rn8;xU9aJbqs^apJU3rj
z$ABuGuv>Nre!btUD;K;Nbvd8EzX7I=$<kRM1@gY^_FMp<zP<{LPZL&Xglw4^>H`PJ
zOzGKBCYD4Z$QlnW9<q=5r7T_Z!#OrUTt18bTZb7<D#f48f1=Zwv>M^3IUm)i$bX(Z
z)<2P#>6Zgaj~(ORJ4*2~%5X+W@BVTAegJ7tSb_`VXc<UQI^iD&po!M26pW2U=H{qT
zdx%2N@3?Kp9MaytzKxN-++F}A<pO?z`i=hYde&9@zoM}%@a&&a-*(K{5JFR}>DzN9
z7}`M!;bwf4qKrX)R#Lw%o(1}8G$JPAU_TQv!n9nWEA0@r68*5<ue}-cI4lM#EJ)h&
z1LJ8GRaW6jn?$BTiZ<-67G0jD6tbj=4=gW54xL<+!J0*M5&woXEsyQZ%b$g+CMYa7
z_@>YREQxj&t9&2x-W85#mP4*-`b5JAEBN=4L3MVI7ws7?A=EI|9%r^w&d1(`?>XPF
zY~f(sZB$3S4^_5N#!$`K1O@Outz>^?oZiyKco^%({tr#?koiLYyLJ9|>*;rYsh_(2
z)Ny?F@2=c4apOZ&yIATZQ)B6@HcI-QWV7v_WhRz<Jz*$z2mBPF^uXbh+RJ1i+I;1`
zyKeUG)D`u`GPbmnrMGJRPl|!%Vj9v_){gn@3c1D1+hB4W;<$+_Xc~b&Rx{|e(&vZ<
zl%<0Vv50~RUk>@DeCi!;Nt9h;>l;->Oz_}cn}lJ(_uVcNIyf?zdt(;eS(aFq<!o>Q
z5TtR?%SQ-b9MxgQ(~>O#JFk@=r<<zj!_<3%=$1Pwo>|R_j;5m)%#d1YM13DPLL<R5
zN$w@H{#2=bgHNR(jDv+WJnh9>s8!rn(92fPByci3ag0VjnGR79g=T<LvnoGF`TN!A
zx)S89#Z1>2Xthbc==|+$F{EDtj8Xq;SFZkt=teGSORGSPCll>RvC2Z?$8K1ykcHhN
ztelAA@cJ#&+AHs=?1<OgE?Xo98@xfGb2mXWVcZH|ZxrK=7NaBRske#rVBlzPxJ4LI
zaLXC5s`cRGq-ef&!&2}-cO^u49j=ae*v&Ew{dr~N8wlSwAKRv|4cZO9uZDV5Y&p5w
zZ&1FPW)C-fO)zXtz%jw5%Er353hc*$^sK#keYE|CWJ~K={A&XSH&H-C4)>~yPokYP
zREeag`YCd}8gk?}=fIh-uu|OmZwc{@G1}~0JUy_XEpMEfCxeno!KDh+rnHtMR;CiW
zJ=?{=M;43!qJj?|;0?xpsXz@e@e(Xh!^Vej!at~{^Pn?p1580~(cfKOz%TMIge6`^
zwtTFGMivVafLt7HE-Aq>wmm3liPzNT(WTAUMc!mrwd0o4*Kn&AOpOj0MShI+;yB>i
z->3GE-sE@FuewjA+1R3w66E?;%PVaq1&E$5c6!BU-=sx#!PvwE#rA6ZFo-AIQ)?(T
zd4sy)24H3%vV-h`{X!PN+K<prJi^4hSLhB^1z|y1QI_3uzm#QZZ*brY<K^^XHWokD
zxp{<mW7Eg@DA47*A_aez{{}A+hR%j7_Ji1(A_x_#)Be+l$eI3Cc@DSq<eTZh+vVC!
zL{W_Qv06DTl1c<>UK1E03`CK%;H5R-u>R)bp9<njmjy45UQ<#B2B97hLcH&@B9D@%
zo4z6@81}7!kN>uHA5M7wC&L0vV9ypY_qP6y#6P_eJb-k0k~JYN)wWC<3h)((s&;Nq
z!t0&0b9Rax;{Xq+PFVed?L^U7^Ds%ivY+!7Y<b9AUr5r7$8H07z_c3rEW6t&UD=&y
zjODf^xy#l3(W{vFx&?fm)nK7;M0r_97PY=HZs3N3<x+sC=Nw6T(D4pl%_v7GS5cg{
ziluhAx-9LM3Z49U9*3c!S~}c`c~K~J5PJ#(<Oaj<Q*fRoSFu@rv_`RV8rxW#i=={5
z8F)_>YVEE9Z(O@Kr6iT|HQ|ZCbB|?MXjLdWNs**#(2CR%*2+6=iNT+DZRdwED1#fL
z8>O^{sFsImF4-)~#3&7T06&u$_&DK@1^@t}km!%5kO23}xWS*P{<&Jt|BdW82h~#T
z1?7S!Z8|Efw?rJv(>7TrE5$7etlooqw71(z>iEJ(Zr)21T+F0*r}jdGfN+KS^?cR-
zr4()mA2tbc8THtjtW<hsnSREYaWbJnxEU;r8&OpS6Q)dOFnFvSERKV0ls2A(FI#nl
zp*_xBODgiHoS?BSzO;B~`UAP$<G>OshrFdjhVz#wtZQ+VaUx;Ov|mM@YSDm}ip+4O
zeDtUy-DrwcHg#N)30IHTO`0SU#kC(32u#>v&W|a+&q-StJ!1(z&O0(}n6T}2){|1#
zn*!9l;DLD57u@m{p}h92I|kw<n21@EUC*TDUt!Rpp`TYUzL<S7peCW0D>eA9(2lPE
zfA|5v`#;YWU@JS8Ln1W0qyz;h^L;dg#!i)K6J99A!Z%_$oFpv|<wf$+i|X9A&{Ol<
zD<7_98b<ezzCcr@6IoF7$kx-<i%{pQT|;fw(lM%72+tR{p|2>4SqDoBvW1Bi5Q))H
zsC>fnz(65T_Cbj*W&=WkCd!|_(0VGVAo44OZyd5ouoe_omigUGf6}%{ykq@@%cXl=
zHmD5VPx?)MxC5!+8RC|t=v!BHGS``wA6SsW@W)Hj?6rjn!|%yE&81ORkluy)mZfIZ
z<>0gq^J8}!l`+F3^)`yox3eVW;C$@oc^WT|Wfp6gUZC2Qg~TmE{Gkj4SP)Jg2do47
z1hp>5#piMTgs->K%0gC`62kwjOOUGRL|f@X_)m_^xiFNoLyzPyJCOChj;5kZjB`~P
zH-gL~g8onekt4f+yO{f<ekl=baeFzwF*Ig2fV5n36jSc`-Ny1z%HYfRED2ZXBu-b|
z^ytVrA`w|tJ7(mq!oIX{JY&^oTZ^>)A6^~IxWOq#Y=N@f4Dctgx(ayk4ZE`;QD49^
zk5de(*Zk6l+E8%&6(dqCaLW-+)@yz#l{#MJd1YdvGP)6(3}%Zm^X8Rt-j#ZmzZYVt
zr3WTy|EkPozaSE7u1@E3$1E0QRT@6E-U7nzYQu$S#rO!S&rW#<qx2M4VsY@pV<tpQ
z)8ClCTW)3=RbkoZ#8xA%r#uWkAXD-8vZRPG48UZ7C_T-*e~$HIU+HJ#5iw;^4xQ@g
za`ePooJ1>Uwn*$k^Yks+pjNe$Gh;<}`l%D*GtcED7-Y*|Rw59fbsfkIT#!eA-Bg}O
z<8BJ4OZ(@tFQs@IA_Int)KF7^&kjiH#mZ@e*Un3bo`A1b^Gut;c>W4s*q=(eJ7^4u
z59{L89$$)6H8j+(nOB~Ae5OEv8Kk$MT9Ec;f|Cg(%-<}S6vpGmTu^?PwQ82x&E~P3
zrU|cG*8IrB&axELLtPd{KoP0Tju1kuT|!qFNByc{))kcn_wBuA+JbQP-&XxU={Ftg
z*#AX1_BU-(juwQ)fIumWoldH)#S|m!(`nr|P`?S%1Ru$C8n!0I*w8M}Up#ST7e@Vc
z-P4|JONT{5t@brCs}60j7#VCt7qTWwe`AjNRFJjb-m+hdm7{nvG>qwrb_X%WM<aOL
zsi#%k$(&$Z#jY|q+FPc40vcB>C9EgJ%;e`RPxh5VNHd;+sOGsHRF=~`2K3T8H>|Di
zlP*hgzth|8a6FBKM_-s71lGUDA+EO}TDen~U|#7j?~n;p3+g&m)=jt|T)z-dp_3((
zX&wKaFaR7P|6L#ce&PJ9K75F~`{$bRY3Ojcz?3hG#zVs-O(jxLC*W<wV<p6|aSOVl
z-mk?5G#VY`Y6N>oFVKPXob*OYg-3dx*0@L?gDWM}`gEaYFQOG|#MBYSK0a;a8hE|x
zY!!{Q%tDbbi<8sWSYpX4{)0<`n&BA}k6Mm=`4~=>6zZLJ??LX&7KS&zozjr?K=fYY
z0PVLLCVTd+L)8ldS06VH%F3pXZ2g%RqoB7O;WgqxK+cOL!cI5b%m+mKZyZmZUb``l
z2H;|wyTIBbSixQtUb|?^Ql=AMiyk#NzDUfP*rSQdaV8k92CBY3=D#wU!nh6WuN?pS
z7@$~bX74=TEXvH;e74?PD70=jJ5wySVhr%4bSWjBV%ZjXzCytCt&2~cDa;JS8YWh0
zkKb=0pt6N^)wrtFs>l5u_O@#jC4SimUIxQH7eh$1<2nJtca1+VRp{M;BCkP3Mzkf}
z4)vZ#Y4YU}N21e@y6{TYv#7{Tl4I(9&HND@C$qUCIybKwH%|_G-$<*H{ZU-N<tCE@
zvDTb0Tui)P6zqx!&)^0YMw*kj7s<ra|77JRi^9e#qv=3N?RbT`hqL@t=krEtlAtD}
za;L}hY(CnXljrDfqS5a#x_`AT9|Cy(ZRB})72D$4ScXF51eUNqkV*y=63RV}Gkz@n
zRy(J3xN+GlemSS@J5|O;XuBR}-#6Je3Ni}p0ny7r287BOD;}(Z6<d!4P{@d3b1{PX
zAMpdRINi=BJXYc<w&^>)=^S^(XJ7J`4wv*R<85g&Qhd~t=G_rit>x{!=R^I)SY$F!
z(UMFfXW?P4;ydus0YavFM}u*p&5!evRyw3%@-DKs@B6JubTyw_ABFxDT80p;ve&Xg
zBieA_G*lY1i^$%_L!)zG(o<*RS`D=`!KS%b?BNzmt_B*siq`)ZWA{h-`7eVBKx#b6
zGE)vEDL2h7FcQrw+<Z$Yx}hyID&xZPEVNKyREoY`%>tImmg!Uw7EOexO&PY_=wm9W
zP&thM#_LUb<7$hAq-phM_4Xep9?UWd`7#t|U&MVjkR7(EB2e>G4AmRym3_>PHy{M5
zkMrR<P^D)fOzzs?ywMeC!NlcNuWzrKMo38DYn77i9NY2iHBK}xIHz(8t1n7+79}h<
zDe_MTi6CrTKL-<X78pCZCiN`DTc9%RkAHTYGa03rq%Vn~Qd9`IVReR%@8$d{8dRAd
zuIk0*b`U^mY_j}W5dP<Yx74DjXRP*)M4?R>lWCdZqC2deh_MJGY0`W<eqzM>&c)C4
z(41nDEn&tHkab?!b*Ji8ayi=!eNv=j(v#>say%ip;8jXxP0=Q*+c1ZhU|cMj%47TB
zmtUreaOv7F1%HBR6}Ca>$ochzOkp_wT{vL}l+3BvgZzm!5iI2kG`%e0JS^p<oT~v1
z_*hfA=X|MAJ>6Q#fFM21oNXobh(HF%CTfOGYc6v~S<h<sQF^vL%~E18sG&sVc~E)@
zm2DK<JZ-HXym6977i9EUNxY!Kvx1lL6;qgG=w9(v1*DlA_iMXyF>rA5%{%J9*+Jq!
zc97dYtL6uvQoIcH2g;p@_=B+EKd(hO+GQJnJYo3AQp&VNN2#!6LsLEMk!c@hu|X9y
zJVY<5@h()_iUmK*i->(&E%-_?zvfp6t^>1!l`_F({dOK=9-E_KgnAp7>FGY0&!yFE
z6hh8rmW|+EVZhYIBx-H>%xe>{bTsow$BCvyb<A83LElNdrrD#KrW1mnn3ksd%F}0P
z)j&vUk5Do`eCb$bvSA9P6zAul?mA@*wjKr4I$iHusdI>eXH*;bly_7MB}5*F(Xw~b
z27q2vNNmU$Vp|YekfjekMoHV_knH4-IrjYJN()Fq{&1#$(-)r=jp_My)C`c3KNR2C
ze+G*(&^7s=6>--4pQ(x8Hg%<MVv&djA$6Ovfdp2#Fj2kFT$d%^Y+36>Iwvu$vI=9s
zT)}*V>%nEss{J<G5UGQ;cXmfVRP)8Na)=_(tctX9*kFh=V;rG!n^uWua^HKh3aC(A
z*=xLzPc-cD1R<;8bo_ftn<!@t1z}<$DKc5>@1#DGdE(L~9~;UzNDy#kC0Kv=Q}PA_
zAPqEX{2JMi<jYjh#W*-pq*Ob=s0>?%Uq(H`I7%}eE(Muaxhs)NK^MLk%W_2JP?o|T
zrDzO*n0mk=Sc<E7r8)CqtBi%-aow#rjjBSQrQLDeR@BTnOdpoGt$&ud%nwY@>OTzb
z?~W^wdfF^ms=2nJ-Dg^0B4EJcu9LkZQEL7oGf#wXDC*0PpN;Yd6gE3)8cjd;KB*CW
z)+=+bf(}g&TwtQocYb(T>Ql(jWNRCQlq#2K)Z!wMPfgA8cvU9OvJ!%Y*;P5|cToY^
z@$TvOp%-O!Z_^=X){Du(T^KlcA%Vo{hC6Crh(Z#jvNpj#p0uDiS0Jq@XM*{%A?`Vs
zZ?u-!`KOq)%=ZlKqU<4j$g-n~Od3@m6D}O5lr<SAYYHhMX?YSfwMN@#V)MJ%0`eIr
zPr$_=G;&%JGmpeQixA{%qY>(}Qb-e^28_5b(AS*SevcL-+CSp||Dt96kBVWVTThyB
z-IMvFMdo_69xH%Cn``P-*cF3yTx$_TU26($YOby;mdxU_P4yJYMoDd%cC~Zdb{gO$
z(hu1ihf(>+D+Cv`nK<HS0Cv&gog@`GTtoz4P9NZcVwHcQP`tz_qL_tNqMA>eo-2L;
z-eP4(mso*FyDL^3a(%~Q1uiSTjIfs0Jl)A`qQU>mnNFkx?0bO6G9#RP{Np-PrkBWa
zua6DK>QTxOXac(54H%kC(Z*+e(<xE*adXT3Xhilt`v)7XsPg>wG)}i<xumcY2H&Sv
zQ%)Y9X7RuE!Jk><ciQ&vL&|Z3i~Gr^BmTo$4UV3I21&2{PL$rtdo6mtMVhVOZMY9u
zZ#_*<4ObcF*{vwo^;|eRYCWCoVIR31KD$f#Pdm-Nm)B&;WwE-0rOh@mpKIHNQ;zxI
zL&_8SR+imA%nN%55DoPZIZ$GOYb%p{I~Vw4gsI{D?uW+xg^6g0^^lk+2Mf&TG;PlH
zxU=<g*Z1;<|4tA{fH3&te7mC1<UCM{?!TRix7R#nKN<L2EI=1<-+b7vHNt3VTXKDp
zKMX`OfQ>eU0MAVA)ScZQ&rC)c;F&3b$^+;LkUUjzeeZu&egF0L-u$d7@jua(rr5??
z;oJuSPPw0NeW+|I-<|I|2|JK>^hNjGU7#6DYt=7wZXwuQ(@oVtdGp>>2FYtL+5}Yb
znl{G1_r$Dhl!t-jL+HZUxP;jyb(T?A-Vx>9$x8N;hvwsO+L@?VNFCWJ=Qs}bb4^la
zJT^x_1;XOrH7)VXa^h+HC?<Yc{_aO$1y<dx55*abebE8Yy$nP&{DAMlcjYw6E+8-Z
zib*x0B2a|U2_+trt==6Xs`sXxq#jFdg|P^2kzfZebxbH1C@B!aG{HZ_n?X*hdpQMM
zC<43qjK+{z{M=xtY|i!V8OXL-D+Q0+`;F!PikeK8jFNH_*KH7PmNPQJ8GtUccbKNa
zyY4m))z6(Jh5GClp_2*NW$bmuDx~oF%^idbT~*Tn{qjpZT!6$$3oRI!I~Lftn^h>k
zethm)j*H&0_TcmBxQOl<dSshiUuV6$w(Z~{EXLfj(Iq2zH|+9r$!aBEZq^;3Lwr_k
zfR=L4*8R<<f#17R8l@)bhr@YMHBDDr<FsLbQmCsA$h=wUjYwlND+vX@8>9aNfP7Zx
zzvq4P=>)L8jg1+HqtA&xH#j%jpS>e5dZt(~qP42^tGPZsuv~?@%O30Z40%8V+=UVL
zrwmqvR6g4cVN9(?+ucYqH^7fmWoAQl8sxY(=m|PnP(k~l9}K?U^IL*55&sqa)}W)+
z`C+LcsV&dr*Z-_n0dqEF?|DjMxMX>#89<r*L!q2h5sv@keX$_3>r@`hmGW-77+*FU
zm|DvCBlm%_O+KBU^P0^8@RAc>2O#s!y{Qh!KMU{E_ul3D-_VopWF4LQEt(WW>n{?l
zK+GFh(mPe36gOH?faT+9oF~0uIxlvhf%XE9y|AISF8ktWZT=V=S;}ngdf)l$<|>cl
ziI6f?0%U(*NvN2`ee3d2zQ!h>PU2SZ_wV>Zcw6jVtgXyBr<6a0-3t8>(mAme301Ib
zisDKfT%E~Bg)ps+bf=;wSeOv4M0x$JUbXoo8l-fi%7e{x3C6|n<#QsHG$H-cCDoA8
zUSIO|iXHe5OoC~NB=y%vZLUM?<!EGkC=C;3<Fi>q3rmMFhZIZibQ^E_c?BL-To*lh
z%Si<;Me`|dt+c+o0eUaCURRq_`bpJ_VuDV;37Xr)<b7R|`H)R3k)hcjM<c+xlgxh}
z@el_#YcN$de>1&OE^v0iK$F3-8^)40F*-^jDhOU^q2uI$E$v$BJo+j7k`jc_r0_@0
zCQCi?G{g7Z-N^m+eVrYt+pk~Ghcm_)I32D-9Xl?R@Y4L}YOGdVIFo^=__L4o9gy?o
z3{ZAM>E~<v4o%ry7K4>dr2Zu*2O1CC3?Je;{jPUUf#evz^_`sa9~O{*aFOmAH;npB
z*U7SZDj==K>Eg8Y%S|peIw4y_Ws4y9YFlMS<4Mip-N-s3y1j0l?XKI@eDw<d*6*4P
z2p#m4XaK}c=c!F@QZ~bBYYslgc@K$JH+XmJjRpql8tY-kFv|M*qj)?6Z2`M24<8dD
zr$tr`pPzH(cfAq*Ew_g%^1L34qzG(uzu)|Qk<O!WPE)t%t3dm-L!9Bx`5K#FQ|Bc%
zv4CC2nZCLFf8Y`N)9oZ~oezZq&~2_dzK5E^`r64n?wvr+z3B?4dLgb4QzB@5uBnNq
zay>y}HbXaL`BHkbM$V)<LRdVH$x`SQSXjrBUdG1xV6s6xHRB^^aJ?2Pt<uywO<~-}
z@)q@`WK)Y`6rtfJ1t{Y+_z?5kG~HEx+s1s&rgj7%&_y~9E}2yM4#+2`F0>yLreJZZ
zmUyy;zBx9p&-t!JV2Gh-SE=4;kTO9c*G4`>2PdwWR=DycaW63;kHCI2^SF0a-s`&=
z>$FPmV=wuEO1@vCQkzQ3@t?7qpV)}{x}g-a6T@&F7BtN8=PPufHLFN?4r^62K|?Z2
zb$Kpvwv}sIk4LgGrkGPp7#Hl{dB05zg_*Lq>=)*}8!$i@^jO?>@G%5zG<ugjsdOgU
z@j%?8+jgDDX9zwJd_EP%niCS%mnUZz(}jAfL(Q(2t``HdXX$eNE2r6_$*U(><N_+R
z__pa@A$!{ucvSn9t5}Gne>!!`cKznNmm2vQm!*@Fkv9I9g#ZazZ;sDXp)dAZUDI#g
zcF2ja%?&vA7SupT^|SXT+ts5zF;EAvq>4&&C~R^PwpInuDBF{E1cJ6pXJNK8FnS<`
zk@IK9g>@V-mC;K?5Q0De+%lsdY#%fVFc5p?Qv-%w2YEmUk@zn#&H8DS-QFBEh|Otv
zZ$7p2EeE(yhNX2uG#bdv`t}au@Eb3U38O?yr3JaqUAk7K$9H<~`KpUW^7tG@?yLgp
z7VPNMyMvLv#N_`lw|McFO`N#50zoPF+p)7Y)BS4O>mvsAASAL9gWTtTkOF6bYMA^(
zHI(kprHyQhuj<(QUL;%S53E)t>K-kS{1^b#X-*dh0YJdm1t4SD)sJUf`$H()(}3`N
z9IvJ;b@XiI`A?(B4-%Pmu6K*=x3|Vq;sGJpzTRmFl@yRvG$)ANvqbv90Aa+0VNxRc
zuJ!}A7bH@jyQ+~p>q+)w9qk!zdu!i!XMq3*;!yVGOdj*gNo@YEp!sy<4m6A6ywt&`
zf-BM2cx?_{|033VKegF(GX=O~ye_x~0L+llaFR>^mWnePlw$>!}084+i_}9kGi)
z5NWL^>{Aa=Sx*GhrB995X>jZP?Pj>pQ7j-S>No9B@LT5CCY=DA!T78nL0^e)7cPNk
zq49<hsKpVxXr(p8b6Jb`xHBl>YWoK(s=?)9>Vdvyu}Z(1D9=?1dSKhlAMSLzQ<bvO
zC$Vf)Nl1uG)EBhjt)j3BzT3vF^XBa2MZKpV%3mmC0+kJq67?hv<9FaHS#BoeU+v#w
zdA{JUKsi^EsfBV6HXGc=8hCC<IO=(WrN{EW1<9+I3bQM_lBor`?!3QTHg+*aoMX=U
z%J>*N<gGmcmf{FjLxbtuwVQtTY^x>!GHPSM3*8)M==*G*j`;p;{GC|E+`3aTp}>E$
z3lBkPF6|}0_5VFDU9oHUo%X~t0D}1<o$m%Cd@Bb7Ec}$Q&%|Qv+&;VSjV*gl-EHl8
z9w$8TB7oFf4%Og(<`RjtqW)Au<af=0#q;xmP6eIN{d_UQ^H*h}Mw#Z+<N~kpMW!hF
zL&skpU$CjL{*2A2V?${EY8C08b-m@<oJFhAe7=!MPVRJn#=pFJSl}iq=)4k_cRwvB
zlGpm^_4#Wcs!Kz?e5S!u#>T{Ceq&7Zlc04g`v^}J(rx593|pfZy#l15vjV@xtxdYd
zZ6uLjW6!ZwvM4w8<tM71=>e??w)ux7=O3s&Cwqw*QyGsy24BAMBq*fSX7n4TViNZ1
z3_~gofNOR2dmMVARPdoC39~4ta}>^O@aaI(!s!TP^fKNwC5UsxFK*+x5LY?cP06cZ
zvPCDXlL|V}WrI4j1`opEt2$rYnBJBW>C~Oti9E7Fd@9F>AoNN71BP0!fc{R#qn4Pi
zYcO;6@?h?T&l~J^ni#mbO7|pq1N1f`1oCdVlC%V#J*DYae^sx4O$i@Be6Py)H@_90
z(K$B1!W?@(z}g~T610CmTaV*l_l%~X6+nSi;++r15(#Fv4b%xH?>6k?k8Y1qGPuf3
zfaLV1ZdpDck=PgZ=|cf2+hQ`00pCx4+;FAjfrP=MU^zO2rTtK^*P33LO2BS{)QZ1)
z4-wY7%=~!7T$H|NL}BU}nUlL6lZFL_xI+>*63H&^mh4hTFP^2f?n`ZZ%76`xxZ12r
z>1=&(<g&F;4s%oo@qokxOfmGS>ssCCS6%I6KY6CaVYidnE_5`6Rk-Bw`kiH>gx|3K
zZXNty0;zKTUPu&L|Gnsg2c|E#sL}@vCL~H79Uu>MFnqFzVP<y26`vJFlAT&*FLJn6
z1WAaO_gMT%zY5y_vOE-0M_kNCd>&Lu-#yzfJ*{qV81CAAN>6<NvD6pI{Um;bu_sd~
zJQnznMQda}W-<u%-3nLuGV$TwO+DtNM45TW?&vt}n|ZyhqAY*iALFBV&gujD5YkS{
z=Yv$luLERec95vwrbU`uNRruWakda_e3eLrWR9vD1SO2DlVm<73&ELl7)!A2)w`80
zYd>>qS}~?$$aO47(e`zv)6Nciubd2Qn-$Xk`y&6OGOA&REd{pfw?VK?tXLlfyf;hd
zH3_bG--bz&6*)I;NH6^o1r~WUFykuQ&ANMz=kU4WD;jZS(Xk#qw577pqncTZfm!<)
zpz2>Mly?Pd*$v>PkRA(a4qq=HsX6ysjMFNn1!C4;YNdR)O_YXe_{^LLrYn)_VxkV@
zu*9*L@ic4E>d8P=DiAG`=#9a>7F0je;o@Iq6|Y*3;)AWC5L4nx@?Y5LXD>Imd3Ir-
z@;#zRA>7KLvvG~%VI06`g5p(f%IUJ@FJzssDCJ__{nM2GE8hLH;}QJ(WXC@}q7+3c
zkye6uDIx?b)_8Hpc=%vz*tV?_fpw4^J#^G`I_skiUI7Yah;?{Q<jie2w~HQwYVf@E
z`et(%aI=MLKC?^Kz;mQ>Qk7#`PLE1{3zwa!Wj-)`(yWEtKWdrmEk#M{vgU-mawYks
z@Fa|%L3l5+_o!A(H8_ZAoslQpuruwAiUy+0oK|l;;)7)N)5K^czX~fstKL4sicOA1
z7HIsZe=WN)?-V1wTl#wAuY)lzHB$n)dAgIZy&4o=27wi?9Fm7FKr8)!eR}`iSd(Xi
z+mS9C0dA(*2pWx&dFp0Q`6dhFe1@Kyc#qmQN)A}3D=(VbTDZ_Z2_8gcr-zG#KJuzQ
z8<K#-8M<m5$GPexK@-pkwjIY}=MvY|qR}4FlJFVEX&4fhsi&ED0^6pT^C+aLybarx
zRRLqWQREXSfhP`tZYfkgPR?r$7g^3NS~&SU+l*OS_yz9z_wio4{b@fwv1)R-T?D8Z
z^0iz&j*6ObbWs9D$R28@(H{H2-~RBwZWrO-fjVzYV4}wXcN^+miAh=Bvj$|em@-zh
zq=UJVW`XPh)7oW;Mp+}7M>Ax);`<zw?~J1riN0*+bh>%K=nAYW{bAa#CpRGsvkZQQ
z%^<`dPHwXF`}HKa13MSYR|Qz^0~03|KSEY5Eyf`QSSE~#PRfi=P|DHRKT)^1Zsy=P
zAV}kCY*psxpqPbpkWBKc4af+p?B$(>bL4TuL~mh=51Vdp{(kbm>*uJV|L3uL72QVA
zJyvS-MlCl+#8_4a=VK8FfrM?UDlu>~Gq~3%+9oBU*D?KKw#}VaNkrEe=wgr7pt!tL
zAyx|>#{v$Oer4NuZdc@;zmYh3UN!Dd(SKmLoiU+`XeKF~9uPi8i@CboO!1bnIn*RB
z0W+BUW0rR77?R0g6?(p2+TZ=)f7+z~b@Fqa-A)c*6;Z^Y25vf1e5QC%F64T=06V=%
zl58cBzE>V2MWU=PiuI{rCG_(^_ZSxU_Y&#=P!aqUF`s`<=E8Slg(9wN>I4VEtR;C&
z$20JA%T^9bRDRL{?xFUCnF}`9m{p05TP<A}?JmIQ$l!4#Wc74`pv&)Y<2lx{nJMfS
zr(@3~(tVvT|F>Z*M@vTx^BK`>gNR&VYEH5YQIU0%H)wAo*8zz`Mm=*hHBX)_@NK(>
ziBvqzCftvsI0>W8`Bd|27-Ytg^9i0ZGCkq2+JS~w=~N+el<m!Heg%8pFskZUreJF`
z6x+C&UCX$6lBqA6Qa|6Vo%Bqgx}+LwpKwY<OFNrwBVqk*u>WrZ58DfiAwZE}nRd1P
zB`6@DBctGYT)BYi)tgf<(hI1T&&*(6wvrYB-#8njzhAN6N~>@H8SUJ7tUI3Z!z}NX
zT&{*#j8(}OX{bLe)mP*`O{@L`etDjtq9Q+M_M`xFntKP^hqyWrl(hU>zvw*BX^e>n
z!gbxFSgL%H*gOol1ELn*|JNb(_n&?fE%xj~nl_!;YkClCfdnP{^H50yPRT|BKXr?P
zEG&yAgZy~fNyAD$i1!RmF=XJyfW|Z30mc5)VCFJnB{Jn;;Yt=*lCQFbS%I~;c!4hB
zZFM3EnR6kd3rX)d9^qIOF~2u-Bt4<xs^{rhF7<P{d#D-o?;hlTeFaT0{dk4Tn?CTR
zPR)$b_!pS`APfD7pjIG!NK%aDz^lckcG6gHP21dkT*w)#9$U?UCrk@6C%rfze@Ib`
zLGXMW54Ct&X@+5l_O0z|715lL733tC?`67@R$<7eOTF`E9F2{#7w+}H+DHD(Fl+Zu
Y^hKZ8aHdkOJOaL?#O1}x-WUe{ADw!f_W%F@
literal 0
HcmV?d00001
diff --git a/log/zPythonScripteTest/err_n_plots/Rho_pointmapping.npy b/log/zPythonScripteTest/err_n_plots/Rho_pointmapping.npy
new file mode 100644
index 0000000000000000000000000000000000000000..ade446222338bad0e198e11fb9d9141a1ad77257
GIT binary patch
literal 149312
zcmbT)Q?wpwpl;z6+g2wX+qP}nE4FPX9a|mSwylnnP9wI>m7INc&v}!}{og!e)@}Wx
z>iud;#TpeV*9jKTBcN}p=7C+CbxD;sNviy<bEit5Bvp%!UAlE?(xFkuF3kh~|Mikh
z+I0>5pX*&)HR%-iKb<;HwyfFHC&`*7eUko3{%^nVo$?0!?@v3^+J)Axw05JlJFPuv
z?MZ7dT6@#lht|Hd_M^2wtpjKsNb4Y42h%!))}gcxqjfl~BWN8->nK`B(>jLMv9yk(
z^*36_(>j6HiL_3lbuz6}Xq`&yG+L+AI)m1kw9cY+Hmw_J-9+nVTDQ=;mDX*vZl`qz
ztvhMmMeA-__t3hR)_t_@r}Y4>2WdS->tR}t(0Y{CW3(Qp^#rXaX+1^jX<E<FdY0C6
zwEjWsd0H>fdXd&kv|gt53awXZy+-SGTK}Z=2CaY5`i9oGw7#SDJ*^*T{YdL4T0hhJ
zh1RdMexo&r*6+0bpfw=hfA0?sMr&|dL(m$M)=;#DrZo($VQCFVYj|2C&>E4}NVG<#
zH43d!X^lo}bXsH38k5#ow8o}24y|!%jYn&IS`*Nkkk)LpW~Vg=tvPAUMQd(a^U#`?
z)_k;<qqQQfRcNhFYb{#q(%OL5#<Vu0wHvL&X&puDSX#%^I*Hb)w9cS)HmwV2T|w)5
zT946sn%48QUZM2{tv6}CPwP`!U(x!G*5LX7d!A@`TBFmNmex$PW~Vg|tp#Z<Mr#>b
zE74k=*4nf-qO~clfwZ=ywGFKuXzfI67g~GL+MCwCv<{$k5UoRK9Y*VDTF27*8?BRQ
zokHt0T4&Nao7TCsE~0e_t;=X#Me7<`*U`F>*3GnTrF9pr`)EBv>j_#<(Rzl~%d}pl
z^)Figq4g%Mw`sjg>wQ`u()yUzr?ft&^(C#ZX$_+F2d%*i@ch6~KN*46*tEu@H36-^
z(3*_al(eR!H508_Y0W`vURn#%T7uRxw3er}Dy=nXtxIb|S_5fqLu&_GyVKgA)(y1o
zpmjH``)EB#>qT1c(fXLy7qq^m^%Jc@v<4Jp|6;J83{GnZT0_zriq_DyhM_eqt>I`5
zPiq8PBhng)*2uI*p*1S4(P)iMYYbXr(i)4_*tEu>H7>33XpK*60$LN&nuyk4XiZFO
z5?X(yH7TvhXiZLQ3R+Xrnu^xcw5FjoEv@NjO;2kES~Jp`iPp@tW}!6)t$ArJL~C(c
z%g|bp*2=V2p|vWl)o86wYYkd!(prnw+O*c8wJxpoXsu6c16mu>+KAT1v^Jr&DXq<D
zZBA<-tu1J6Noy-wThrQx*0!{^qqRM)9cb-HYbRPe)7pjBuC#WewL7gnXzfXBFIs!k
z+K1M@wDzO5Kdl339Z2gST8Gm*hSmwRPNj7gt@CO9oz?}kE~Ir4t&3@0LhDjmm(jYM
z))lm_q;(aot7%<B>sngZ(Yl`24YY2gbrY?dY28BWR$8~wx}DY?wC<#J7p=Q#-9zhM
zTKCbqpVkAk9;EdUt%qqnLhDglkI{OZ))Tazr1cc7r)fPy>seaQ(fS9i=V`q}>z}mV
zr1d_nPicKk>w8*1()x+k&$ND_^((DGw0@`c2dx2x*uNO;CqvL0lGaePhNd+Ptzl^m
zM{9UmBhVU=)=0EQrZoz!QE81vYjj#;&>EB0ShU8bH4d$DX^lr~d|DIGnvm8+wEjYC
zVp@~X`YWwTX-!6Ja#~Z+nv&L3w5Fyt4XtTu%}8r@TJzFcnAVcCmZ!B6t(9r5LTgo8
ztI=AW)*7_dq_q~UwP~$GYh7CF(ORF@2DCP$wGpk2X>CGlQ(BwR+ML!vT3gWClGawV
zwx+cWt!-&-M{9dpJJ8yZ)=so`rnL*LU1{w`Yj;|E(AtyMUbOb6wGXX*Y3)aAe_997
zI*ZoXw9ch<KCKIAT}10PTDQ}>lh)m|?xl4<t&Pk6_x{o*v^J%+8LiD}4WzXNtu1M7
zMQdwX+tAvU)^@bEr?msE9ck@EYiC-!(At&OZnSo%wFj*|Y3)U8Z(94%+LzXTwDzZU
z0IdUQ9YpJ3T8Gd&l-6Oi4ySblts`k2MeAr<$Iv>K)`he#qIEH?OK4q6>oQuG)4GDz
zm9(y+bv3PPXkAO|I$GD$x`Eb>v~HqxGp$=_-Ad~=TDQ}>gVvq2?xJ-!t$S$QOY1&b
z_tScS)`PSjqV+JXM`%4t>oHo7(|Ur|leC_q^)#(_XuV78JzDS6`heDlv_7KsF|AK%
zeM;*yTA$PUg4UO`zM}Ott#4?3OY1vY-_!bm){nG)qV+SaUugYG>o;11X#Gy>4_X7t
zaUR5AKN+0X5VVG*H59F(X$?bbSX#r;8lKh&v__;g8Li1_O+jl)T2s-Qn$|S5rlmC<
zt?6maKx;-?Gtruv)-1GUr8OI^*=fx|Yff5o(VCmqJhbMeH6N|{X)Qo&L0SvZT7=f(
zw3ec^EUgu2txRiGTC34ooz@z()}*x-t+i>bLu*}H>(N@D)&{gTq_q*PjcIK{Yg1aA
z(b}BWKw4YS+LG2*w6><T4XtfyZAWW+T079%k=9PMcBZuptzBvDMr(Ikd(qmL)&aB*
zrga#tBWWE)>lj+c(mIaT3A9e4buz6}Xq`&yG+JlSI+NB}w9ck=4y|)(olooUv@W1^
zA+3vOT}<l|T9?wgjMn9}uAp@#t*dBVP3u}(*U`G3)(y07q;(Umn`zxb>sDH~(Yl@1
z9klMGbr-F>Y28EXURw9ldVtnLv>u`LD6Pk7JxS{+TF=mWj@CbDJx}XJS})Ujh1RRI
zUZ?d2t$)*clh)g`-lg?EtxsruO6zl4U(ouJ);F}irS%=H?`i!&>qlBY(fWnfue5%n
zHHg;lwEmzqpgj8+ga2d*T0_zriq_DyhM_eqt>I`5Piq8PBhng)*2uI*p*1S4(P)iM
zYYbXr(i)4_*tEu>H7>33XpK*60$LN&nuyk4XiZFO5?X(yH5skRX-!FMYFg9KnvT{C
zv}U9=Gp$)^%|>f>T65Bxo7OzE=A|`1tp#Z<OlvV(OVC=1*3z_=p|u>X<!P-*Yb9E%
z&{~z&YP43TwFa#<X{|+TZCdNlT9?*(v^Jo%5v`4BZ9;2vS_5fqL2FA|ThZEv*0!{^
zr?msEooMYsYgbx((AtaE-n90iwI8khX&pf8Kw1aWI)v7tv<{<n1g#@!9Zl<4TF22k
zf!0a1PNsDVt<z|oPU}osXVW^D)_Ju4PU`|%7t*?f)@8IVr*#Fbt7u(K>l#|u(Yk@w
zjkIo}bqlRqY28Nac3OARx|`O$wC<<%0IdgUJw)qaT943rjMfvho}%?Mt!HRGN9%c7
zFVcF6*2}bBrS&?kH)#Ev)_-XIm)4uK-lp{~t@miXPwN9(AJY1m)+e++qxCthFKB&9
z>nmDc)B1+ix3s>a^#iS+X#Gs<S6aW(`kmGvv<6gQZ)32Z3{GoET0_$shSqSjMxZq!
zt&wPrOluTcqtY6U*66gxpfx6~v1pA=Yg}66(HfuD1hgikH4&|eX-z`wue2tmH5skR
zX-z?EN?Oy<nwHjdw5F#u1Facp%|vTfTC>xdgVvn1=Atz>t$Aq8OKW~w3({JM*21(F
zp|vQj#b_-~YYAFQ(prkv(zKSNwLGmAXst+V6<Vv(T8-A4wAQAz4y|=*tw(EpS{u;X
zkk&@DHm0>Ht<7j{PHP~oEof~`Ya3eI(%O#J_Oy1OwIi*aXzfgE7h1d0+KtxkwDzF2
zC#}6`?M-VRTKm%4kJkRQ4xn`)t%GPCOzRL@htfKX*5R~{pmijzqi7vX>lj+c(mIaT
z-)Nmc>qJ^7(K?ydDYQ<bbvmsxXq`#xY+C2iI-l01v@WA{1+6P-T}|s6TG!ILj@I?G
zZlHA|t($1wOzRd}x6-<e*6p<Jpmis$yJ+1_>mFM7(z=h<{j?sW^)RhRX+1{kaavE%
zdXm;tw4SE*46SErJxA*ww4SH+0<9Nmy-Mp}wBDliKCMq^eM#$UTHnz6mezN)zNhsA
ztsiOqMC)f-ztH-X)^D^1(fXa%AG8Kk<UD}Eelj?%A!rRrYbaVn(;9}>u(XDwH9V~m
zXpKl~Bw8cW8im%Vv__*fI;}BijY(@PT4U21ht{~X#-lYptqEvNNNXZmf1x!otx0J8
zmDZHBrlU18tvP7TOKTxo3)5PJ)}pi)qqR7#C1@>4Ybjbw(^`hsvb2_?wLGmAXst+V
zC0Z-fT7}lCv{s|FI;}Nmtx0PwT5Ho<ht|5Z)}ysPtqo{xNNXcn8`Ii^)~2*JqqRA$
zfwZ=uwI!{sXl+ev8(Q1a+K$%tw05AiBdwii?M!P|T6@vjpVlF?j-+)QtrKaTMC)W)
zr_ef;)@ig(r*#IcGijYg>ug%*&^njad9==_^><nq(7KS;MYJxabqTFYX<bI^a#~l=
zx{}saw63Og4XtZwT}SJBS~t+Tk=9MLZl-k$ty^i`M(cK3chI_%)?KvjrgaakduiQA
z>wa1f(0Y*8L$n^F^$e{SXuU}5HCnIJ`VX!D(t4NHd$c~J^%1R)X?;TLQ(B+V`kdAm
zw7#VE6|JvneM9S8THn$7p4Jbvex&sit)FTALhDyrztI{*>vvjz&>B#QeT~6>GB~Xv
zXbnkgC|X0)8iv-ew1%TKJgpIEjYw-GS|igMh1RIFMx!-4tubhgNoy=xW78Uk*0{9B
zqcuLQiD^wvYYJM^(wdIe%(P~qH7BjPXe~f%L0SvZTA0=%v=*hc7_G%=EkSEZT1(Md
zn$|M3mZh~Et>tO0Kx;)>E74k+)+)4CrL`KZ)oHCkYfV~f(OR3<I<(fMwH~eYX>CAj
zLs}cr+L+cRv^J%+8LiD}4WzXNtu1M7MQdwX+tAvU)^@aZptTdNBWWE)>lj+c(K?>i
ziL@@Ebt$dOX<bR{YFgLQx}Mezv~Hwz6Rn$R-9qbDTDQ@<oz@++?xb}Wt-ER6L+f5z
z_tCna)&sO2r1cQ3hiN@R>rq;d(R!TL6SSVB^%SkAX+1;hSz6E0`UkD&X}v(}MOrV>
zdYRTMv|gq48m-r9{gc)kw7#bG4Xtl!eMjqiT0hYGk=9SNex~&ctzT*VMr#nQ-)a3p
zYd~f890vQz;IxLIH6*Q}Xbnwk7+S;98jjZRv__ycBCU~VjZAA4TBFh$jn?S2#-KGO
zt+8m0O=}!l<I)<B*7&q0pfw?_S!vBiYj#?5(3+FhT(st<H4m+MY0XD#ep(CAT9DR4
zv=*kd2(3kFEk<i`T1(JclGakRmZr4~tz~H~M{9XnE6`ez)=IQirnL&KRcWn8Yjs*{
z&{~t$TC~=twGORyX{|?VeOkNH+KtxkwDzF2C#}6`?M-VRTKm%4kJkRQ4xn`)t%GPC
zOzRL@htfKX*5R~{pmijzqi7vX>lj+c(mIaT-)J3A>jYXS(K?mZ8MMx(bsnt?XkA3>
zVp^Bbx|G&sv@WN01+6P-T}A6^TG!CJmezH&uBUYats80GMC)c+x6rzk)@`(Ir*#Ld
zJ89iT>uy^2(7Kn_eYEbU^#H90X+1>iVOo#SdW_bSw4R~$4_YtMdWF_&v|gw6FIxYh
z^<P?V(t3;5+qB-L^&YMFX?;NJLs}ov`h?b}v_7NtIjt{feM#$UTHnz6mezN)zNhsA
ztsiOqMC)f-ztH-X)^D^1(fXa%AG8KkVQ*uwpA1fG2wFqZ8j9A?w1%NIEUn>a4Nq$X
zS|iaKh1RIFMyE9<t+8m0Lu))*<I|de)<m=>rZowzztWnF))cg+q%{?->1fSBYbIK=
z(3+Fh+_dJQH7~6NXe~r*VOopOT9npev=*neB(0@rElq0~TFcT}j@I(DR;0BOt(9r5
zLTgo8tI=AW)*7_dq_q~UwP~$GYh7CF(ORF@2DCP$wGpk2X>CGlQ(BwR+ML!vT3gWC
zlGawVwx+cWt!-&-M{9dpJJQ;T)-JSmqqRG&J!$PtYad$s(K>+EfwT^ybqKA)XdO=L
z2wF$cI)>J9v`(OP60K8col5I8T4&HYlh)a^&Y^W4t@CO9oz?}kE~Ir4t&3@0LhDjm
zm(#j})|IrbqIET`YiM0h>jqjk(Yl4!t+ei-br-F>Y28EXep(OEdXUybv>vAQD6Pk6
zJx=QhT2Ik>n%1+l{z2<`S})Ohh1RRIUZeF-T5r($H?9BDdXv^$wBDihF0J=yeMswL
zTA$GRl-3utzNGaHt#4_4N9#vgKhgS`)~~dFqcw=uAG8KkWiMl}pA1fG2wFqZ8j991
zw1%TK0<Do~jY4ZQTBFk%gVtEI#-TMHtqEvNL~CMNf2B1kt;uLjPHPHUQ_`A>*3`77
zr8OO`>1oYCYbIJV)0&0WY_w*lH5aY9Y0X1xURv|fT7cGqv=*YZFs(&sElO)KT8q<K
zg4U9>mZG%`t>tJfPisY5E74ko)~d8tr?m#HHEFFyYaLqa(ORF@2DCP$wGpk2X>CGl
zQ(BwR+ML!vT3gcEiq_V&wxP8xt?g)SPiqHSJJQ;T)^4<Rr?m&IJ!$PlYj0Zn(At;Q
zezf+dbpWk{X&p-IFj|MxI)c`bw2q>6G_7N4{f*Y~v`(OPBCV5XolNT#TBp)Fjn?V3
z&Z2cTt#fFdOY85nE}(TGtxITKM(c7~SJ1kW)>X8wrgaUiYiV6a>v~!@(7KV<O|)*M
zbsMeQY288VPFi=-x|`NLwC<&KAFcaoJwWS0S`X2BnARh-9;Njdt;cCSLF-9cPtkgs
z)-$x8rS%-Gf6#iK)(f;=r1cW5mubC1>s4B>(R!WMKWV)|>)*8gL+ih^-lX*wt+#2t
zL+d?SAJF=k)>pK?ru8kY?`Zu%>qlBY(fXOzFSLH8^&720w0@`c2dx3sIB#IEpA1fG
z2wFqZ8j9A?w1%NIEUn>a4Nq%CS|igMmDXsq#-KGOt+8m0O=}!l<I)<B*7&q0pfw?_
ziD><W*2J_Xp*01qX=%+wYj#@m&{~kzLbMj9wFs?6X)Q);aav2zT9VdMw3eo|46S8p
zEk|p4S}V|6k=9DIR;INItyO8QMr(CiYtUMg)>^dIrnL^Ob!n|fYkgW9(AtpJMzl7j
zwF#|FX>CSpb6NvwZ9!{GT3gZDn$|Y7wxzWlt?g;;Kx;=@JJH&O)}FNXqjfN?BWN8<
z>jYXS(mILO$+S+Pbt<jXXq`^$3|eQ>I*ZoXw9cV*F0J!uolooUv@W1^A+3vOT}<l|
zT9?wgjMn9}uAp@#t*dBVP3sz3*V4L<*7dY*pmigyn`qrk>lRwK(z=b-?X>QobtkR6
zXx&Zg9$NR(x{ucVv>u@KAgxDeJxS|1S})Ohoz{P7y+!M7TJO+$m)3i<-lz2etq*B^
zMC)T(pV0c0)@QUnr}YJ`FKK;6>uXxy(E66vceK8z^#iRRY5hd&XIj6|`jysiv<A`o
zoz@?;22^K1W3ZnLPHPBSL(&?G*3h(up*1Y6;b;v{YXn*&(i(}@$h1bGH7c#qXpK#4
z0$LN&`YWwTX-!3IYFabUnvvFQv}UI@C#|_?%}r|_TJzGHkJkLO7NE5tt%YbUOluKZ
zi_%(**5b65ptU5erD!cpYZ+S0(prwz^0Zc<wIZ#RXst|Z6<Vv(T8-A~wAP@tCatw-
ztxankTI<qUkJkFMHlVd3t&M1HOluQbo6_2h*5<SZ(%OR7mbA8_wF9kPY3)X9Z(94%
zI*`^uv<|0r1g&Ff9Y^bLw2r5B0<9BiokZ(oTBp!DmDXvrPN#JStutwzMeA%@=g>Nr
z)_Jtfr}cMQ7tp$p)<v`~rgaIeOKDw3>vCFG(7KY=RkW_Abq%d+X<bL_dRjNox{=mR
zv~H$#3$0se-A3znT6fU8lh$3d?xA%btygHhO6zr6Z_xTTt^d+`i`I9vzNhsgt)FTA
zN^20UKWM!(?7uyxcWJ#x>wQ`u(E5<pN3=es^$D#{X?;fPb6Q`}`jXaHw7#bG4Xtl!
zeMjqiT0hYGk=9SNex~&ctzT*VMr#nQ-)a3pYrt^!HU|62;IxLIH6*Q}Xbnwk7+S;9
z8jjZRv__ycBCU~VjZAA4TBFjMoYoYyrld6$t*L2ELu*=E)6trq)(o^}q%{+*nQ6^J
zYgSsb(VCss9JJ=7H5aY9Y0X1xURv|fnxEDJv=*eb5Uqu2EkbKiT8q(IoYoSwmZY^5
zt)*!#Lu*-D%h6h%)(W&%q_q;Qm1(U)Yap#HXl+SrD_UFA+J@G)w6>$QJ*^#R?MQ1U
zT07I)h1RaLcB8dBtvzV%Noy}!d(+y7*1oj%qqRS+185yc>mXVO(>jFKp|lR8bvUgf
zXdOxGC|XC;I)>J<w2q_oH(JNjI)T=Sv`(URGOY(_JxuFmT0heIh1MWi14i(^#Na;}
zmewe=mZP;Yt<`C*M{6Tmo6_2b)-JTJq;);5TWCE`>qS~G(|V28KWY7!);qM`qxCVZ
zPicKl>uXxy()xwgZ?py<`QQE3khF%TH9V~mX^l*4G+JZO8jIFAw8p3P7g~R%H94)R
zX-!LOdRnv7nv>Riv=*SX5UoXMEk<hzT1(MdhSqYlR-m;Kt+i-vKx<Q418MC+Yj0Wy
z&^m(F$+T{wHSDPW{(l;t)=0EQr8O(9MQJTYYjIjj&{~q#QnZ$)wG6FgX)Q-<d0H#b
zT8Y-mv{s?DDy`LNtwC!|T5Hi-ht|5Z)}ysPtqo~yL~CPOo6y>f*5<SZ(%OR7R<yRJ
zwGFLpX>CVqds;it+L6{yw05So3$0yg?M7>NT6@silh$6e_NKKDt$k_jM{9pt2hcj1
z)+w}3rF9yu(`lVS>r7f_(K?&fIke8DbsnwrX<b0;LRuHmx|r6bv@WA{Ijt*bT}A6^
zTG!CJme%#OZlHA|t($1wLhDvqx6!(t)}6HOqIEZ|duZKD>poid(|Ul`gR~x^^)RhR
zXgx~nF<Ot)dV<!Iw4S2%G_7Z7Jxl93T5r>Oht|8a-lO$Ctq*8@Nb4h7AJh7T)~B>S
zqxCthFKB&5>uXxy(E66v_q2YX^&_pHX#GO#S6aW(8bs?4S_4LNe!^fs8JyOTw1%QJ
zG_7H14M%HuS|iXJk=97GMy53itx;)>Mr(9hW6&Ct)>yR0rZo<&acPZ5YkXQ0(3+6e
zM6_n1H5;wjY0W`vPFi!(nupfBwC1BVKdl95Elg_>T8q+JjMkF0mZG&Ztz~E}PiqBQ
zE7Dqt)~d8tqqRD%HE69(YaLqa(prz!hO{=KwK1(tXl+hwAgwKEZAoh@T3gfFhSs*U
zwxhK@tsQ9XNNXorJJZ^Q)~>X6qqRG&J!tJo>sVUH(K?>i3A9e6brP+UX`M>zG+L+A
zI)m1kw9cV*F0J!uolomRS{Ko}nARn<E~j+`tt)9=MeABx*U`G3)(y07q;(Umn`zxb
z>sDH~(Yl@19klMGbr-F>Y28EXURw9jx}Vkqv>v4O5Uq!4JwoeIT946soYoVxo}~2@
zt*2?dMe7|}@6vjY*88+Rp!FfGk7#{N>l0d^()x_n=d`|{^(C#ZXnjrV8(QDe`i|E3
zw0@xVBdwok{Y>i@TEEfyoz{Rc>`M&(lObpgNoy!tL(>|D*08jOqcuFO5onD_Yb07D
z(;9`=sI*3-H9D;^XpKp0ELvmJ8i&?+v?ic65v_@7y)^Z|`=ys@y+Z3%TCdT1oz_2T
zy+P|=wEj)&KeYZ!>rGm3(R!QKJG9=V^&YMFX?;NJLs}ov`k2-yv_7Tv8LiK0eL?F>
zT3^xnn$|b8zNPgYt?z05K<h_ZKhgS`)-SYvrS%)FL9~9S^#`p1(|G=1jGv52Yb;u0
z(;A1?xU|NjH9oBgXiZ3KB3gf;H8HJ8X#JJeq_ifZH94&*XiZ6LDq2(1nugZ2w5Fpq
zJ*^pN%}8q|S~Js{h1RUJW}`JbtvP7TNoy`zbJLoK*1WXlqcuOR1!yfuYav<-(^`bq
z8no7=wHB?lX{|$RU0UnWTA$Viv^J!*5v`4BZ9;2PTAR_@oYp{EThQ8))>gE(rnL>N
zZE0;sYkOKd(AtsKPPBHWwF|9XY3)X9cUpVU+LP8^wDzX853PM^?MG{WS_jZNkk&!8
z4yJVot>bB(K<h+WC($~Y)+w}3rF9yu(`lVS>r7f_(K?&fxwOus^><nq(7K4$#k4M^
zbs4QIXkAI`YFgLOx|Y^;w63Rh1FairJwoeIT946soYoVxo}~2@t*2={L+e>u&(V6G
z)(f;=qV+PZS82UQ>z}mVp!IKB|Dp9Jt+!~sL+f2y@6mdn)(5mcr1dea&uD#4>kC?6
z(fW?o_q2YX^)szsY5hiP5Ul~z*^?OjCqvO1hSmtQMx-?otx;%=Mr#aOW6~On*4VVh
zp*1e8@n}szYeHHR(fSLmNof6*)}*v1qcsJsDQQhbYie54(wdIe^t5K6H508_Xw6D%
zHd=Ggnv2%lwC15TFRl4#EkJ8QS_{!ynAW1S7NfN|ttDwKMQdqV%g|b$)=IQirnL&K
zHE69xYi(NV(At33Mzl7jwF#|(w6>(REv@Zo?L=!ATD#HOoz@<-_N28Jt$k?iOKU$`
z`_np*)<LumrgaFd!)P5&>j+v$(mI;fF|>}QbsVkZX`MjpL|P}&I)&D0v`(jW2CcJb
zokQzfTIbO^pVr@LT}bO9S{Kv0gw|!WE~j-Rt*dBVL+e^v*U`Fx){V4orgaOg+i2ZE
z>rPtt(7Kn_eYEbU^#HAhXgy5p5n7MZdYsmiw4S2%46SErJxA*ww4SH+0<9Nmy-e#B
zTCdW2jn?b5{z>a!wEj)&zqH<@^%kwSX}v@1eOe#T`jFN~v_7Ww39V0QeNO8OT3^!o
ziq_Y(zM=Ikt?y`kPwPioKhgS`)-SYvr8S7w@3j7)HTaDG_OphdH6*Q}XbnwkSX#r;
z8iCe`v__&e3a!y-jZSL}T4U21m)3Z+#-}v_tqEyOMC&iKCZ;tht;uLjL2D{nQ`4G;
z*0i*yqcuIP8EDN&YbIJV)0&0Wth8pMH9M_2Xw6A$E?RTbnupfBwC1BVKdl96Elg_>
zT8q+JjMn0`mZr4~tz~H~M{7k|E7Mwq)~d8tr?m#HHEFFyYaLqa(prz!2DCP$wK1(t
zXl+Job6NvwZAoh@T3gfFhSs*UwxhK@tsQCYL~9pXyV2U6)}FNXqO~ur{b(IP>p)ru
z(K?vcA+!#sbtJ8$XdO-KI9h+Bbt0{kXq`;!6k4a!I)m1kw9cV*F0J!uolomRS{Ko}
zl-6amuB3Gpt*dEWN9%f8H_*C~)=ji-p>->*+i2ZR>ke9X)4GS&gR~x^^)Ri+XgyBr
z30hCmdYaZVw4SB)4_eRDdV$u9v|gh1GObr=y-MpfTCdZ3gVuj(y+!LiS|8B*l-3ut
zzNYmZt)FTAN^20U-)a3pYrsst*J7}r3{GnZT0_zrn$|G1hNCq+tr2OBL~9gUqtY6k
z))=(Lq%{_;acGT4YXVvm(VB$Tq_ifZH94)>Xw6P*4q9{4nv2%lwC15TFRl4#%};9q
zS_{%zh}I&s7NxZqt;K0ANoy%uOVe70)^fC#r?mpD6=|(ZYZY3n(prty8no7=wHB?l
zX{}3ZJzDG2+JM%Ev^Ju(F|AE#ZAxo1TAR}vNNWpPThiK!*4DJPp|vfo?PzUJYX@38
z(mI6Jp|lR8bvUgfXdOxGC|XC;I)>J<w2q_oH(JNjI)T<nv`(gV3awLVolffvT4&Na
zi`F@`&ZTu8t@CMJK<h$U7ty+y)}^#Aqjfp0D`;Is>uOrp(7Kk^b+oRhbpx#%Y28HY
zW?Hw<x|P;#v~H($2dz74-9_teTKCYpm)3o>UZnLBt(R%NLhDspuhDv))<0>zLF-?%
z{!Qz@wBDrk7Ol5wy-VvoTJO{PfYwK}KBn~vtxsuvPU{O=U())D);F}irS%=H?`i!=
z>nB=2)B1(hZ?p!{`kmGvv<A##-(s+z3{GnZT0_zriq_DyhM_eqt>I`5Piq8PBhng)
z*2uI*p*0z;$!SeNYf4&E(VCjpG_<CrH65+#Y0W@uMp`q`nwi!tv}U6<JFPir%}Hx6
zTJzAFm)3l==BKp)t%YbUOluKZi_%(*))KUqq_q^SrD-igYdKoW(^`SninLauwF<3O
zX{|<Uby{oCT9ejVwAQAz4y|=*tw(EpS{u;Xkk&@DHm0=+txaidMr(6g18HqRYfD=D
z(%O&K{<IFDbs(*SXdO)J5L$=QI*iugw2q*4B(0-p9Zl;PTF24)8?EDMoj~hES|`&w
zh1RLGPNQ`?tutwzMeA%@=g>Nr)_Jtfr}cMQ7tp$p)<v`~rgaIeOKDw3>vCFG(7KY=
zRkW_Abq%d+X<bL_dRjNox{=mRv~H$#3$0se-A3znT6fU8lh(7e{z2;nS})RiiPp=s
zUZM3Wt=DM1PV1kv-k|j_TK}f?A6oyV^(L*iXuVDA9a`_wdXLuov_7EqA+3*SeN5{U
zTA$MTjMnG0zM%Cbt*>Z(P3s$4-_rVy*7vl2p!FlIpJ@F|>la$T()x|oAX>lE`h(Vh
z+3a@=_LISB4MA&2T0_wqn$|G1hNU$et>I~nKx;%=Bhea})+n?lqcu6LDQHbeYbsh(
z)0&3Xw6vz9H9f5vXw67#CR#JonuXS^v}U6<JFPir%}Hx6T65Eyht|Bb=A$(~tp#W;
zNNXWl3)5PJ)}pi)qqR7#C1@>4Ybjbw(^`hsvb2_?wLGmAXst+VC0Z-f+ML!vT3gWC
zlGawVwx+cWt!-&-M{9dpJJ8yZ)=so`rnL*LU1{w`Yj;|E(AtyMUbOb6wGXX*Y3)aA
ze_997I*`^uv<{|q2(3eD9Y*VLT1U`2lGahQj;3`Ctz&5&N9%92j;D13trKaTMC%e-
zm(se7*5$OWpmim!t7u(K>l#|u(z=e;^|WrFbtA2tXx&Wf7FxH`x{cQDwC<pFC#}0^
z-A(HrTKCerkJkOP9-#Fgt%qnmOzRO^kJ5UK*5kCEp!FoJr)WJ*>ls?l(t3{8KWIHq
z>jhdb()us0H)*{^>up-^(0Z5Fd$iuC^#QF9X?;ZNV_Kik`i$1+w7#VE6|HY*eM{?m
zT0hYGiPq1wex>yrtwFSYr}YP|0dv^f80;rw&>EB0ShU8bH4d$DX^lr~d|DIGnvm8+
zwEjYCVp@NtH7TvhX-z?EDq2(1nwHjdv}T|+BdwWf%|dHdTC>rboz@(*=A<<@t$Aq8
zOKW~wi_lt>))KUqqO~-wWoRu=YeiZs(OQ|-YP8m%wKlDFX{}FdLs}ct+Jx4ov^Jx)
zIjt>dZAoh@T3gfFmezK(wx_iNt(|D?OlucfyVBa7)*iI>q_r2VeQ51RYkyh?&^n0L
zA+!#qbr`L~X&pi9C|XC;I)>J<w2q^7JgpOGok;6sTBp!DmDXvr&Y*QRt#fFdOY3}E
z7t^|g)}^$rq;)l|YiM0d>qc5P)4HA3owV+ybw8~KX+2Eq5n7MZdW_cNw4R{#B(0}u
zJwxkRTF=pXp4JPrUZnLBtygHhO6xURuhV*i*1u@|o7R75y-DkBTJO+$m)85VKBV;#
zt&eGaLhDmnpVRt+)|a%tqV)}}Z)tr`>jzpt(fXOzFSLH8^&720wEmzq*xdj2p@yI}
zB(0%o4MS^KTEo*CiPp%pMxiwtt<h<XL2FD}W78Uk*0{9BqcuLQ32043>o2q>rZowz
zNoh?+YjRps(3+CgG_<CrH65+#Y0W@uMp`q`nuXS^v}U6<JFPir%}Hx6T65Eyht_<w
z=BKp)tp#Z<OluKZi_%(x){?ZAqO~-wWoRu+Yk68L&{~n!%CuIYwJNREX{|wPO<HTy
zT8GxUwAQD!0j&*bZ9;2vS_5fqL2FA|ThZE@);6@ZrL`Tc?P={mYe!l;(b}2TF0^)~
zwHvM7Y3)I4Pg;A?+MCuswDzU7AFcgq9YE_qS_jcOnARb*4yAPjts`k2P3t&X$J082
z)=9KZrgaLf(`cPe>kL|F(mI#cd9==_bs?>bX<b6=Qd*bOx`Nh~w63Cc4XtZwT}SH%
zS~t?Vnbs||Zl!fQtvhJlMeA-__tCna)`PSjq4gN8$7wx9>uFm5p!EW+7iqmj>t$N6
z(0Y~DYqVac^)Figru8PRw`jdh>m6F}()xhbhqOMS^(n2-XnjuWD_URE`i|C*w0@%X
zGp*lf4Wjistv_fDn8){54E~cLXbnkgC|X0)8jjZRv__^i3a!y;jX`TnT4T`~ht{~X
z#-lYptqEyOMC&iKCZ;tBt-sQml-6Xlrl2(yt?6jZKx-CSv(cKH)_k-Uq_r5WC1@>0
zYiU}`&{~$(a<rDGwF0dbX{|(S6<Vv(TAkJ!wAP}vHm!AOtw(DES{u^Zh}OomHl?*W
ztu1J6MQdAH+tb>C){eAxqO~)vU1%Ll>kwLp(mIUR;k1sRbtJ8$XdO-K7+S~DI*!)g
zXdO@ML|P}&I+@lfv`(XSI;}Hkok{C#TIbL@m)3c-{!Z%xS{Kr~h}I>vE~RxDt;=a$
zN$V<FSJS$N*0r>*qjf#48))4~>n2(^)4GM$t+Z~Vbvvy)Xx&NcE?Rffx`)=iv|ga~
zBCVHby-e#BTCdW2jn?b5{z>Z%TK}T;A6oyV^(L*iXuU)0U0UzadY{&Zv_7KsF|AK%
zeMakZT3^umlGfL>zM=Ikt?y|4K<h_ZKhgS`)~~dFqcw=u@3j7)HDEsb5rh3?a9Tsq
z8j{vfw1%cN46R{l4M%HuS|iXJk=97GMy53>t;uLjPHPHUQ_`A>*3`77p*1b7>1a()
zYX({~(VCgoEVO2&H9M_2Xw6A$E?V=@nwQpmwC1O^AgzUHElg_>T8q(IoYoSwmZY^b
ztz~E}OKUk=%hOtc){3-NqO~%uRcNhBYc*P{(^`YpnzYuUwKlDFXst_YJzDG2+JM%E
zw05DjE3MsV?M`bCT6@yki`L$>_Mx>et^H{2PwN0$2huu-*1@z6rF9ss!)YBs>quHh
z(>jLMv9yk(^*354&^nRUNwiL;bqcN1Xq`^$3|eQ>I*Zmhw9ch<9<B3f{hii@v@W7`
zF|A8zT}taRT9?zhg4UI^uA+4{t!rpqOY1sX*VDRz){V4oqIEN^TWH-%>o!_X(t3*4
z)3lzU^(?LDX#IoM^R!-|^&+j8XuVA96<V*-dX3iWwEju!U$p*B>p!&qOY2QqZ_|2*
z*1NRcqxC+m4{3cw>tkA<(E60tXS6=2^#!djX?;cOYg*sX`j*yrw7#eH1Fauv{Y2|$
zTEEcxmDX>x2GRPR)*rM6{LUW7U_Tk0))2IYq%{<+p=k|6YXVvm(VCdnB((lYYf@U1
z(VCpr6tt$KH5IL?X-z|GT3XZ5nx57Sv}U9=6RnwP%|dHdTC>rboz@(*=A<<jt+{E<
zLu+1I^U<20)&jH^q_q&Og=sB9Yf)N@(OR6=610}2wG^$TX)Qx*Sz61{TAtPlv{t0G
z60MbKtwL*6TC34ooz@z()}*x-t+i>bLu*}H>(N@D)&{gTq_q*P3%30CywZiVE~0fY
ztxITKO6xLOm(#j})|IrbqIET`YiM0d>pEK3)4GAyjkIo}bu+D7Xx&QdHd?pSx`Wo8
zwC<vHH?4bU-An5}TKCg>fYyVw9-{Rytw(4*O6xINkJEaB)|0fJqV+bdcWAv!>pfcU
z)B1qchqOMT^)anaXnjiSGg_b1`hwP%w7#PCHLY)GeM{>*THn+9f!2?-exmg=tzT&U
zO6xaTgJ}Iu>knE3wz8)%*iQzhH3Y38X$?hdXj;S28kW{@w1%fO0<B4DO-5^ST2s)P
zlGaqTrlvIwt!ZgZM{9aoGtiom)=ac!rZo$#S!vBiYj#?5(3+FhT(st<H4m+MY0XD#
zep(CAT9DR4v=*kd2(3kFEk<i`T1(JclGakRmZr4~tz~H~M{9XnE701E*5<SZ(%OR7
zmbA8_wKc76Xl+YtJ6b!?+L6{yw05So3$0yg?M7>NT6@silh$6e_NKKDt$k_jM{9pt
z2hci@)<LumrgbQ-BWN8>>o{5`&^npcskBa`bvmsxXq`#xELvyNI)~P|w9cb-KCQpg
zx`5V&v@W7`F|A8zT}taRT9?zhg4UI^uA+4{t!rpqOY1sX*VDRz){V4oqIEN^TWH-%
z>o!_<(7Kz}eY75=^$4xUX+1^jX<E<HdXCmVXuUw|MOrV>dYRTMv|gq4I<0@wdV|)#
zX#Jbke`vi)>n&Pu(|U*2yR_b;^**f+XnjcQBU&HR`h?b}v_7NtIjt{feM##pT3^%p
zhSs;VzN7U$tsiLpNb4tBKhye!)~~b%(fXa%fNkt)4E~cLXbnYc7+S;98lKjOv__&e
zGObZ*jZSL}T4T~0o7T9r#-}wAt%+$(L2F7{)6klZ*7USypfw|{nP|;SYgSsb(VCss
z9JJ=7H5aY9Y0XP(K3enBT7cGqv=*YZFs(&tEk<i`T1(JclGakRmZr4~tz~H~M{9Xn
zE6`ez)=IQirnL&KRcWn8Yjs*{&{~t$TC~=twGORyX{|?VeOepP+K|@9v^J%+8Lfe|
zwxqQct!-#+M{9dpJJ8yR)-JSmrL`NaJ!tJkYj0Zn&^mzDL9`B`bttXFXdOZ8NLokJ
zI)>J9wEjlx1X?H3I*HcFv`(RQDy`FKolffvT4&Nai`Ln+&ZBictqW*fMC)Q&m(#kE
z)>X8wrga^y>uKFU>qc5P(Yl4!t+Z~VbqB3GY28ihURw9jdXUz`v>u`LD6Pk7JwfY9
zT2Ik>hSsyRo}=|Vtruv$Nb40^uhIG^tv6`>ht`|4-lFw3t@miXPwN9(AJh7T)~B>S
zr}YJ`FKK;E>swmi(fXd&kF<WG^)szsX#GlS5UoFG4YvKi{j0%g4MA&2T0_$sme%mJ
zMx-?ot&wSsN^5jlW6~O%*0{9Br!^t1iD><W*2J_Xq4if<lhT@;))cg+q%{?-X=qJL
zYdTuf)0%<SjI?H^H4ClTY0XJ%E?RTbnupeWwC1O^0IdaSEktW!T8q+JoYoSwmZY^5
zt)*!#Lu*-D%hOtc)=IQirnL&KRcWn8YYkd!(OR3<I<(fMwH~eYX>CAjLs}cr+L+cR
zv^Jx)Ijw=TwxG2ot*vNnO=}xk+tS*R)=so`rnL*LU1{w`Yj;|E(AtyMUbOb6wJ)vx
zXzfqy09psrI)v7tv<{<n1g)cJ9Zl;PTF25lj@I939Z%~7S|`#viPkB!PNj7kt<!0p
zLF;T<=g|89y0oXLArb}-<JD$cn{B%{+t}P@ZME69ZQI_wxy`n1z1i+N=j(ZHy84~x
zZswdhGyj=0vuT}6>pWWL)4G7xg|sfBbuq0=XkAL{GFq3@x`Nh~w63CcHLYuC{fE}I
zw63FdJ*^vP-AL;uS~t`BFRfc>-Ad~=TDQ}>gVvq2?xJ-!t^d)wht|Ec?xS@-tp{j5
zNb4b557T;t)}yo@qxA%>Cuu!J>uFlg(0Y#6^R!;1^)jv3XuVGBU0Uza`heDlv_7Ww
z39W&&KBe^;t<PzFLF-FeU(x!S);F}irS%=H?`i!&>qlBY(fXOzFSLH8^*gOW{^ff-
z2K&X|Xbnzl2wFqZ8j9A?w1%NIEUn>a4Nq$XS|idLiPp%pMx`|tt?_70Olt~S)6$xe
z)=ac!rZo$#S!vBiYj#?5(3+FhT(st<H4m+MX$_z?AFcUmEkJ8QS_{!ynARe+7NxZq
zt;K0AL2F4`OVL`I)-tq~rL`Qb<!P-zYeiZs(OQ|-KWME&YgJmS(OR9>8no7=wHB?l
zY5kMdI<(fMwH~eYX>CAjV_KWj+M3o5w05Pn7p;A1?MG{WS_jZNkk&!84yJVotwU)Y
zM(c1|N6<Qw)={*MrgaRhV`&{n>v&ox&^nRUNwiL;bqcLhX`M#vbXsT7I+NB}w9ck=
z4y|)(ok#0@S{Kl|kk&=CE~a$}txIWLM(c7~SJ1kW)>X8wrgaUi|IoUY){V4orF9pr
z`)EB(>j_#<(R!NJGqj$i^&G9|X}v(}MOrV>dYRTMv|gq48m-r9y+P|uT5r*Mo7OwD
z-lg>(t@mktK<h(VAJO`l)+e+E()yIvXS6=2^#!djX?;cOYg*sX`j*yrw7#eH1Fauv
z{Y2|$TEEcxmDX>xey8;ZtwFZ1w=v`|hNCq+tx;%=N^2}yW78U+)&#UBr8OC?$!SeN
zYf4&E(VCjpG_<CrH65+#Y0W@uMp`q`nwi!tv}UC>8?D)C%|UBUT658wo7OzE=A|`&
z)_k<)r?mjB1!*lrYhhZ8&{~w%Vzd^gwFIptX)Q%-X<EzBT9(#ww3er}0<9Hktwd{O
zTK}N63awRXtww8gT5Hf+o7M)jHl?*0t$)+niq`hDcA&K@t=(wtMQd+b`_S5#)_%11
zr*#0W18E&Z>tI@k&^naXVYCjXbp)*=X&puDXj;e6I+oUPw2r5B0<9BiokZ(oTBp!D
zmDXvrPN#JStutwzMeA%@=g>Nr)_Jtfr*#3X3u#?M>tb4$(7Ke?Wwb7*bp@>}X<bF@
zKeQgC^$@K`Xgx;j30hCldWO~qv_7QuF|C2LKBM&otuJYPMeA!?-_ZJ&)_1hNr}YD^
zA8GwW>t|ZO(E63uZ?t}=^#`p%wz9`C=r0DN^*36B(;9--khF%PH8ibZXbnqiI9kKg
z8iCe`v__&eGObZ)jY?}YTBFk%gVva|#-cSgt#N3LOKWCYv(TEA)@-z9r!@zyIcd#B
zYi?Te(3+Rl09y0WnxEDJv=*eb5Uqu2EkbKiT8q(IoYoSwmZY^5t)*!#Lu*-D%h6h%
z)(W&%q_q;Qm1+Hh)+)4CrL`KZ)oHCkYfV~f(OR3<_Oy1OwIi*aXzfgE7h1d0+Ktxk
zwDzF2C#}6`?M-VRTKm%4kJkRQ4xn`)t%GPCOzRL@htfKX*5R~{pmijzqi7vX>lj+c
z(mIaT@w85$bt0{kXq`;!6k4a!I*r!pw9cS)Cavpf-9YO`S~t<Unbv=4-9qbDTDQ@<
zoz@++?xb}Wt-ERckJdf3?xl4ft@~*`K<hzT57By<)+4kYrS%xC$7wx5>q%Nq(R!NJ
zbF^Nh^$M-mX}v}3U0UzadY{$@v_7Qu5v`ADeL`y>txsuvM(cB0U(ouJ)>pK?ru7Z2
zZ)tr`>jzpt()x+k&$ND_^((F4X#Gy>4_bq4V-I7{Ukpa;Z?p!dH3Y38X$?hdXj;S2
z8jjY8v__#dI<2v2jZ14hS`*Nkkk&-BCZ#nQt;uOkL2F7{Q_-4+*0i*yqcuIP8EDN&
zYi3%r(3+LjY_w*lH3zLZY0X7zZd&uunwQo9TJzDGpVk7j7NoTht%YeVLTgc4i_uz~
z))KUqq_q^SrD-igYgt;$(ORC?inLau^$%LB(prty8no7;wKlDFXst(UeOepP+KARB
zv^J%+8LiD}ZAoh@THDgvp4N`EcBZu_t-WaNO>19T`_bB;)`7GRqIEE>LuegJ>o8h}
z(>jvYQM8VxbquXzX&p!Fcv>gYI*HcFv`(RQDy`FKolffvT4&Nai`Ln+&Y^WKt@CJ|
zPwN6&7t*?j*2T0gp>-*(%V=Fr>k3*|(z=S))wHgm^&eW-(z=e;4YY2gbu+D7Xx&Qd
zc3OARx{KETXx&TeK3ezFdXUz`v>u`LD6Pk7JxS|nTF=pXf!0g3UZ(Xbt=DM1LF-Lg
zZ_|2**1NRcqxC+m4`_Wz>mynp)B1$gKw6*C`kdC6w7#bG4Xqz&{Y2|$TEEcxoz@?;
z2HDOY$DqF$jMm_^hM+Yht)XcRLu)u%BhVU=)+n?_qcu9MF=&lNYiwHM&>EN4c(lf+
zH36*&X-!OP5?Yhdnu6Apw5Fjo9j)nU%|L5rTC>ucjn?e6=Atz>t$An-pfw+@`Drak
zYhhZ8&{~w%;<T2ewKT0|X)Q-<d0H#dT8Y-mv{s?D8m-l7twC!|T5Ho<ht_(uHlVd3
zt&M1HLTfWxo738o)>gE(p|vfo?PzUJYX@38(b}2TuC#WewL7gnXzfXBFIs!k+K1M@
zwDzZUAgzOF9YX6+T8Gm*g4U6=j-qu8tz&5&N9%Z6C(t^P*2%O^rF9yu(`lVS>r7f_
z(K?&fxwOuwbpfplX<bC?Vp^Bbx|G)Cw636aC9SJyT}|s6TG!ILj@I?GZlHA|t($1w
zOzRd}x6-<e*6p<Jpmis$yJ+1*>poid(|Ul`gR~x^^)RhRXgx~nF<Ot)dYaZVw4SB)
z9IfYRy+G?lS})Ohnbs?`UZwRqtv6`BN$V|I@6vjY*88+Rr1deaPiPIK^(n2-XnjuW
z3tC^&`ij;!w7#YF9j)(a{XpwyTEEcxmDX>xey8;ZtwDCM-!bSf2BY;iT7%OXg4U3<
zhN3kztzl>lOKUh<!_yjp)`+x5qBSzDQD}`yYcyJ;(;9=;n6$>CH8!nrXpKwj@3h9F
zH9oBgXiZ3KB3cvEnuOM5v?ixD1+6J*O-*ZBTGP>*f!0j4=Atz>t$Aq;pfw+@`Drac
zYe8BI(OQ_+BD5BzwHU3%X)Qr(Nm@(MTAJ1}w3el{9IfSPtw3u<S}W69h1ROHR-?5#
ztu<(^Noy@yYt#BCt#xRvOKUw^>(knR*2c6pr?oY$9cb-JYcE>+(%O&K{<IFDbs(*S
zXdO)J5L$=QI*iugw2q*4B(0-p9Zl;PTF25lj@I$CPM~!nt&?b-OzRX{r_wr&*6Fm)
zpmip#vuK@7>l|9=(mIdU`Lr&ebs?>bXkAR}5?Ytix{TK4w636aC9SJyT}|s6TK}PS
zEv*}A-Ad~&TKCa<nAQ`to}%?Mt!HRGOY1pW&(nH=){C@WqV+PZS7^OT>or=h(|Uu}
zo3!4d^){_{XuV78JzDS6`heDlv_7KsF|AK%4W#uct<PwEPU{O=U())D*4MPYq4h1T
z?`VBb>jzpt()x+k&$ND_^((F4X#Gy>4_brl<b41`{9;&IBheb2);P2#pfw?_iD*qs
zYZ6+M(wdCc<g})sH6^X7XiZIP8d}rRnvT}=v}T|+BdwWe%}i?+TC>ucjn?e6=Abnv
zt+{B;O=})n^U@kXYd%`@(^`Pmg0vQ*wJ@zkXe~->F<Oh$T7uS+w3ec^G_7T5ElX=T
zTFcW~f!2z&{y}R^TI<qUkJiStHleiztu1M7OKUq?JJH&i)-JSmrL`Na-D&MXYfoBx
z(b}8VKD73wwI8khX&pf8Kw1aUI+)fWv<{_p7_Gx;9YO0zT1U}3n$|J2j-_=Rt>bB(
zK<h+WC($~Y)+w}3rF9yu(`lVS>r7f_(K?&fIke8DbsnwrX<b0;LRuHmx|r4_v@WG}
z8Li7{T}|r-TDQ=;mDXLf?xuA=tp{j5O6xINPttmd*3-0}q4g}S=V(1o>jhdb(t3&3
z%d}ph^(w8`XuVGB4O(x~dW+WEwBDihF0J=yy-(`{S|8H-h}OrnKA|;`)~B>SqxCth
zFKB&9>nmDc)B1+ix3s>a^*ya0X#Gg*Ct5$#`i0i7w0@)YJFP!x4Z7>+e%3g&#-%kL
ztqEvNL~9aSbI_WT*4(t_r8OU|1!z5U<mdV5Sz6E0dY;w`v|gn360MhMy+Z3%TCdT1
zoz@$)-lX*wt+#2tL+f2y@6mdn)(5mcr1cT4k7<2EYap#pX?;fPb6Q{0`ij;!w7#V^
z?9rdsgGQn?3a!y-jYVs0TI151fYyYxCZ;tht;uLjL2D{nQ`4G;)(o^}qBRSx*=Wr{
zYc5*z(wdLfg0vQ<wHU1>Xe~`^Sz0U5TA9|WwAP@t1+6V<ZAEKqTHDjwf!2<+cA~X2
ztzBsCPHPWZd(zsA*50)Cp|wA)185yc>mXVO(>jFKp|lR8bvUgfXdOxGC|XC;I)>J<
zw2q^7JgpOGok;5>S|`&wh1RLGPN#JStutwzMe7_|=h8Zl)`he#rga&uD`;I!>p!%v
zr*#9Zn`qra>sDH~)4H41{j?sW^)Ri+XgxveX<E<HdXCl$v|gh1GObr>y+!MNS|8FH
zNb56N-_ZJr)~~dFr#0BIpU+4Ajn?3_hNLw-tx;)>L2Eo(6VjT9*2J`?q%{q#X=%+s
zYbIJV)0&Oe?6l^fH7BhFX)Q!+VOopOT9nq}w3eau4_fQcT9?*(v^J)-DXq<DZBA<o
zTK}fC6|JplZ9{8YTHDjwk=CxX_Mo*Vt-WdOOKU$``_np@)?u`cpmh|jV`v>q>v&ox
z&^n3M$+S+TbvmsxXq`#x99rkmI-k}Bv@W7`F|EsJT|w(gT36A!hSqhoZlHA&t($56
zm)5PcZl`r8t-ERckJdf3?xS@-tp{j5MC(ynkJEaB*3-0}q4ff-muS60>s4B>(Rzc{
zo3!4d^$x9fX}wSD16m)``h?a%TA$MTjMf*lzNGaPt*>c)L+e{w-_iP>)(^CPr1cZ6
zpK1L<>sMO8(fXa%AG8KJ{&OE_P+Ei0`WvmmX$?VZNLoYD8k*KHw1%ZM9IfGLjX-N8
zS|igMh1RIFMx!+btubkhMQdzY<I)<B))cg+rZpX{>1oYKYbIK=(3+LjY_w*lH3zLZ
zY0X7zZd&uunwQo9TJzDGpVk7j7NWJ%iJ#ZER;RTNt&M1HPHP)l7t*?%)_-W-MC(&p
zpVRu1)@VO|o{vVSH3qFQX^ll|Y+B>c8kg4JX^lr~d|DIGnvm8+v?iuC39U(KO-5^S
zT2s)PlGaqTrlvIwt!ZgZM{9aoGtiom)=ac!rZo$#S!vBiYj#?5(3+FhT(st<H4m+M
zX$_z?AFcUmEkJ8QTC31nmDXysR;RTFtu<+_MQd$Z|D?4Jt#xUwM{9jr8_?R2)<(28
zrnL#JO=)dL>tD1sr?myGEouFm)>gE(rnL>NZE0;sYkOKd(AtsKPPBHWwF|9XY3)X9
zcUpVU+LP8^wDzX853PM^?MLe*S|`&wh1RLGPNQ`?tuttyN$V_HXVW@|*15FKqjf&5
z3us+P>mphg)4GJ#rL-=ibvdmoXkAI`Dq2_5x`x(&XkAO|I$GD$x`Eb>v~HqxGp+y9
zx`o!Qv~HtyJFPot-AU^%T6fd>AFX?6Jx1$sT2Iq@hSsyRo}=|Vtruv$Nb4n9FVlL3
z)~mE$qxA-@H)*|1>m6F}(R!cOhqOMT^$D$kv_7NtIjt{feM##pT3^%phSm^4g8qMy
zYDii`(Hff8FtmoHH5{$sX^lW@L|P-!8kyE8v__*fI;}BjjYVr5TI13hkJk9KCZshH
ztx0H2N^3G&lhc}l)|9lSqBS+G>1fSJYbIK=(wd#t9JJ=7H4m);wC1BVKdpsmEkbK?
zT1(Pen%1(kmZ!A>trcmlL~CVQtI%4N)@rm?r?n=nwP>wP>z}mNrL`Wd^=WNDYa?14
z)7pgArnLS=Yjav#(AtvLR<yREwJojfXl+kx2U<JP+L_iaw05Pn8?8NP?MZ7dT6@#l
zm)3r?_NR3KtpjNtOzRL@htfKn*0HpXqjeIkQ)rz^>oi(t(K?6LxwOusbrG#gXk9_;
zDq7djx|Y`Uv~HkvBdwcg-AwBiTDQ`=jn?h7?xb}Wt-ERckJi1k?xS@-tp{j5MC)N%
zkI;IQ*5kCEr1cc7r)fP)>v>u)(0Y;9OSE35^(w8`XuVGB4O(x~dYjfewBDojKCKUF
zeMIYHTA$DwNb6HtpVRt+)>pK?ru8kY?`i!=>la$T()x|oAG8Ju`g5OZP+Ei08l2V;
zw1%WL6s@6Y4MS^KTEo*Cf!2t$Mxr$etx;)>Mr(9hW6&Cl*4VVhp*1e8ztb9z*7&q0
zq%{$(iD^wjYf@U1(VCpr6tt$KH8rhiXiZCNI$AT(nvvE_v}UC>8?D)C%|UBUT658w
zo7TLv2GE+1*8H><ptT^ag=j5IYY|$D(psF>610}2wKT0|Xe~=?d0H#bT9MYuv{s?D
z8m-l7txfBnwAP`uF0J)wtxszMS{u>YnARq=Hl?*0t$)$loYoe!wxsoMT3gZDn$|Y7
zwxzWlt?g;;Kx;=@JJH&i)-JSmrL`Na-D&MXYfoBx(b|vJ{<IFDbug_%X&pxEa9T&w
zI-1row2q~9JgpOGok;5>S|`&woz@w&&ZKn?t@CJ|PwN6&7t*?j*2T0grFA*2D`;Iw
z>uOrp(7Kk^^|WrFbrY?dY28ZeHd=Skx|`NLwC<(#0IdgUJxc2_T94Cug4UC?o}%?M
zt!HRGOX~$%FVcF2)~mGMp!FuLw`jdh>m6F})B1qchqOMTHIUY)w7#JAHLY)GeM{>H
zT0heIiPq1wex>yrt>0<=L2Hm;>~;L@7lYFpn$|G1hNU$et>I~nNNXfoBhwm%)~K{b
zqcu9Mv1pA$YkXQ0(wdak<g})tH9f7FXw6D%4q9{3nw!=<wC1HXfYyAp=BKp)tp#Z<
zL~CJMi_%(*))KUqq_s4yWoRu&Yk68L&{~n!%CuIYwHmE8XsttQJzDG2+JM$}w6>?U
z1Faot?L=#5TD#ENmDX;wcBi!mt-WaNO=}-o`_kH<)&aB*q;(LjLuegJ>o8h}(>jvY
zQM8VxbquZJXdO@M1X?H3I+@lfv`(dU8m%*Eok{B~T4&Qbht|2Y&ZBictqW*fNb4e6
z7t^|g)}^#Aqjfp0D`;Iw>nd7T)4GS&y|nJ5bw8~KXgx^lAzBa9dW6=av>v1NIISmX
zJw@wjTF=mWj@I+EUZC|Nt(R%NLhDspuhDvg)|<56qV+bdcWJ#x>wQ`u(E5nh$Fx47
zHIUY)v_7NtIjt{feM##pT3^%phSs;VzN7U$tsiLpNb4tBKhye!)~~dFqxCzjQGffn
zCp8+a(P@oAYfM^W(Hfi9IJCy4^><q1(HfuD1hgiiH8HJ8XiZ9Ma#~Z+nv&L3w5Fjo
zEv@NjO;2k^S~Jm_nbs_{W}`JbtvP7TNo#Ie^U#`?)&N@b(VCyu0<;#SwGgd^X)Qu)
zQCf@9TAbDrw3ei`6s@IcEkkQrTFcQ|p4JAmHl(!?t&M4ILTgi6o6-6gt<7m|L2FA|
z|E9GSt*vQoLu*@F+tJ#A){eAxqO~)vU1;q_Yj;|E(AtyMUbOb1wJ)vxXzfqy09psp
zI+)fWv<{_p7_B2{9ZBmbT1V45hSqVkj;D13trKaTMC)W)r_ef;)@ig(r*#IcGijYg
z>ug%*&^njad9==_bpfplX<bC?7FxH`x{cQDwC<pFC#}0^-A(I%wC<sGFRlA%-B0TQ
zS`X2BnARh-9;NjdttV(bN$V+EPt$sa)^oI;r}YA@7iqmj>lIqB(t3^7>$KjW^(L*i
zXuVDA9a`_wdXLuov_7EqA+3*SeN5{US_5f)O6xOPpVRt+)|a%tqV+YcZ)kl>>pNQC
z)B1tdkF<WGHDd6eds!pV8im%Vv__*fI;}BijY(@PT4U21ht{~X{!VK=TI182fYyYx
zCZaVltx0H2N^3G&lhc}l)|9lSqBS+GX=qJLYdTuf)0%<SjI?H=H8ZVQXw6D%Hd?dO
znuFGywC18UH?4VS%}Z+lt@&upPip~M3({JM*21(Fp|vQj#b_-~YYAFQ(prkv(zKSL
zwJfdWXf01`1zH=@+KAT1v^Jr&DXq<D{fpM-w6>tNC9Qwc+KSfJw6>wOEv@ZnZBJ_l
zT07F(iPp}vcA>Q^t=(wtPHPWZd(zsA*50)Cp|vlq{b=n^>i}8@(mIIN!L$ycbttXF
zXdO=L2wF$dI*QiOw2q;5EUgP^T}10*T9?qel-6amE~j+`tt)9=MeAx>*U<V8t!rsr
zN9%f8H_*C~)=ji-ruAQ1x6rzk)@`(Ir*#LdJ89iT>uy^Aqje9hduiQA>wa1f(0Y*8
zL$n^I^$4v;X+1{kaavE%dXm;tw4SE*KCKUEeMsvgS|8K;gw{Y>pVIn_*5|aop!FrK
zuV{Tu>l<3%()y0p_q2YX^&_pHX#Gs<7h1p4`i<7_wEmzqNC^Iiz@WbvjMm?14Nhwa
zT0_zriq_DyhM_eqt>I`5Piq8PBhng)*2uI*p*1S4iD*qsYZ6+M(wdCc<g})sH6^X7
zXiZIP8d}rQnx58-v}U3;3$0mc%}#3$T658wo7TLv2GE+H)&jH^q_q&Og=sB9YZY3n
z(pr<&TC~=t^-o&s&{~()dbHN3wE?XSX>CMnV_KWi+Kkrbw6>u2Z(3W?+J@G)w6>?U
z1FfBC?M!PITD#KPjn?k8_Mo*Ft$k_jM{9pt2hlo&)}gcxqje;$qiG#O>sVSR&^n3M
zskBa~br!92Xq`vvd|DUKx{%gIv@W4_DXq(BT~6ytT36A!n$|V6uBCMyt?OysK<g%2
zH`Dqrty^f_M(cK3chI_%*4?!3p>;2<`)EBt>mgbX(|Ux~qqH8Q^#rXaX+1^jX<E<H
zdXCofv|gn360MhMy+Z3%T5r;Nht|8aKBV<AtxsqTr1b@@uV{Tu>l<1>(E5qiZ?yiP
zHE776dryC(H3Y38X$?hdXj;S28jjZRv__ycBCU~WjY4ZwTBFe#gVva|#-cSgt#N7n
zoz{4?#-}wQt%+z&OluNalhK-j)|9lSqBS+GX=qJHYkFEU(3+9fOtfa9H7l*zXw6P*
zPFi!*nupfBv<A?ckJkLO7NoThtwm@pN^5aiOVV13*0QvgqqPF96=|(RYh_xi&{~z&
zYP43TwFa#<X{|-;pS0GYwJxpoXl+1iLs}cr+L+cRv^JylFIt<^+Je@WwEj(ND_Yyo
z+LqRKw6>?U1Faot?M!PITD#HOoz@<-_N28Jt$k_jM{9pt2hci@)<LumrgbQ-!)P5&
z>j+v$(mIOP(X@`Cbu6vpXdO@M1X?H2I+@lfv`(jW2CcJbolWZ;TIbQafYybyE~0e_
ztxIWLM(c7~SJ1kW)-|;LL+d(P*VDRz){V4oqV-=|x6-<e*6p<Jpmis$yJ+1_>wmQF
zp>;2<`)J)y>j7F1(t3#2!?Yfu^(d{!XgyBr30hCmdWzO_w4SH+0<9Nmy+Z3XTCdZ3
zgVtNL-lp{qt#@g?PwN9(AJY1m)+e++r}YJ`FKK;4>pNQC)B1tdkF<WG^)szsY5h*?
z4_bqS;(IX${l#Fk2B$S7t)XZQLu*)CBhVU=*2uI*p*1S4(P)iHYiwHM&>D}{__QXX
zH8HJ8XiZ9MGFns8nu^x+v}T|+BdwWe%}i?+TC>ucjn?e6=Atz>tpT*=qqQKdg=j5I
zYY|$D(psF>610}2wG^#oX)Q-<Wm^BBwF<4(X{|wPO<HTw`X{Y*X{|?VeOepP+K|>p
zv^J)-39U_OZAR-~v^J-;6|HS(?LccMTD#HOgVw&Z4xn`?t;1;@Me7(^$I?2E*73AX
zpmidxlW3hx>l9k2(K?;hnY7NLbq=j_X`N5&0$LZ+x`@^#v@WA{1+A-ST}$gaTG!LM
zht|Ec?xS@-tp{j5Nb4b557T;t)}yo@qxCqgCuu!J>uFlg(0Y#6^R!-|^&+j8X}v=0
zRa&pndV|)RwBDliHm!GQy+`YPS|8B*h}OrnKA|;`)~B>SqxCthFKB&9>nmDc)B1+i
zx3s>a^*ya0X#Gg*Ct5$#`i0i7w0@)YJFQVe|J;Wfjn?S2#-KGOt+8m0O=}!l<I?&&
zt?_7$Piq2N6VaNO)+Dqhr8PONDQHbeYbsjP(3+OkbhM_YH6yK=Xw6J(7Fx5>nw{1h
zwC1EWH?4VS%}Z+lt@&upPip~M3({JM*21(Fp|vQj#b_-~YYAFQ(prkv(zKSLwJfdW
zXf01`16mu>+KAT1v^Jr&DXq<D{fpM-w6>tNC9Qwc+KSfJw6>+S9j)zY?LccMT07I)
zh1RaLcBi!mtvzY&MQa~g`_kHv*8a2(q;(LjgJ~T?>o8h}(>j9Ik+hDYbu_JGXdO%I
zI9kWkI)T=Sv`(URGObf+ol5I8TBp-GgVvd}&Z2cKt?OuAPwNI+H`2O^*3Gp3OY0U|
zx6-<e*6p<Jpmis$yJ`K8);+ZDrF9>z2WUM=>mgbX(|Ux~W3(Qp^#rXaX+1^j8CuWM
zdXCofv|ga~60MhMy+Z3%TCdT1gVvk0-lFw3t#@d>N9%oBAJF=c)<?8Hru7M}fwVrQ
z^%<?tX?;QKOIlyi`kK}^w7#YF9j)(a{XlEDFhBRLhNm?Gtr2OBL~CSPqtF_a)@Zaw
zr!@wxF=>rOYiwHM(E2;A@o0@tYXVvm(wdmoB(x@_H5skRX-!FMDq2(1nugZ2w5F#u
z1Facp%|vTvTC>oamDX&uW~Vg=tvPAUMQd(a^U#`?)&N@b(VCyu0<;#SwGgd^X)Qu)
zQCf@9TAbDrw3ei`6s@IcEkkR4S{u^Zh}OomHlejCt<7lti`M3}wxG2ot$)+niq_V&
zwxP8xt?g)SPiqHSJJQ;T*3Ptcp|vZm-DvGjYY$p`(%OsG-n90iwJ)vxXzfqy09psq
zI*8W6v<{(lD6PY29Zu^AT1V14iq_Gzj-hodt>b7NPwNC)C(=5J*2%O^p>-;)(`cPe
z>kL|F(mIRQ*|g4~wP=i=&u=Y8YjIjj&{~q#QnZ$)wG6FgX)Q-<d0H#dT8Y*_XstqP
zHCn6FT9ejVwEjtJ9a`(rTA$X2v^Ju(39U_OZAEKmT6@ttlGcf|PNsD#tuttyMeAHz
z=hM1~)+Mwqr*$Q*YiM0Z>qc7trF9#vJ89ib>mFM7(RzT^gR~x^^)RicXgyEsMOrV@
zdY#srwBDxmKCKUF4W#uMtuJYPP3v1)-_iP>)(^CPr1dkcUugYG>o;0|&>AEr|7T#(
zUkpZTa9Tsq8j{vfw1%NIEUn>a4Nq%CS|iaKnbs(@Mx!+btubkhMQa>df2TDbt?_A1
zNNZwRlhB%s))cg+q%}3IX=qJHYkFEU(3*+X%(P~uH5;utXw5}yZdwCq%};AVS_{)!
zgw|rTmY}s1tz~H~M{5OIE74ko)~d8tr?n=nwQ2p6*1ELTr?nxiO=xXO>tD3CptTjP
zt!ZsbYkOKd(%OmEF0^)|wFj-eY3)O6e_997I*8U`w2q*46s_ZEoj~hkTBp)Foz|JO
z&Zc!ftqW*fLhCYGSJ1kO)-|-QrFA{68)@B4>lRwK(Ylk?-L&qZbsw#VXgy5p5n4~s
zdWzOFw4S5&JgpaLy+Z3%TCdZ3gVtNL-lp{~t@mktMC)T(pU@ge>oZzk(E5_r*R;N)
z^#iRRY5hX$S6aW*`h(V>v3~9q4MuAST0_wqn$|G1hNm?Gt&wSsLTgl7qtP0j)>yR0
zruBDP<Ix(Q)&#UBrZowz$!SeNYie54(3+Ok476sXH509wY0W}wc3N}Lnv>RCwC1HX
zfYw5^7N)fbt;K0AL2F4`OVL_}*0QvgqqPF96=|(RYh_yhptTCERcWn8Yjs*{&{~Vu
zy0q4(wK1(tX>CbsYg*gU+L6{?wDzI3FRlG(?N93fS_jfPnARb*4x@EAts`k2Me7(^
z$I?2U)(Nyuq;(RlQ)rz=>kL|F(K?^jg|se;{qugUD`;Iy>t<Sa(7Kn_!?d2H^*gP>
m<NQ1x4NGfeT4U1MoYt1KwxYESt%GSDO6zc1N76c)*8c&BvhKG4
literal 0
HcmV?d00001
diff --git a/log/zPythonScripteTest/err_n_plots/Vp_pointmapping.npy b/log/zPythonScripteTest/err_n_plots/Vp_pointmapping.npy
new file mode 100644
index 0000000000000000000000000000000000000000..c726323c54b573ef77024aca2f83707f8792aafe
GIT binary patch
literal 149312
zcmbT+Ll9kQpmyQdwr$(!q+{E*ZQHhO+qP}nMkk$glK=iUYfUn|d-BxUlT)Yad{yt>
zbtaanT)JHKfC0J$=$X7x<BknGB+r!~d7kDulBY?Kyh+;*ojTNSQ@3r0Mvedf{UY^S
zb!_}U_d7PL->&ihbc&prGi6DWAXCaT33?~^zg?l)<qGh>m$s+11Faot?L=#5TD#EN
zmDX;wcBi!mtvzY&MQd+b`_S5#)@ig(r*#IcGijYg>ug%*&^njad9==_bpfplX<bC?
zVp^Bbx|G&sv@WN01+6P-T}A6^TG!CJmezH&uBUYats80GMC)c+x6rzk)@`(Ir*#Ld
zJ89iT>uy^2(7Kn_eYEbU^#H90X+1>iVOo#SdX(0Kd48XNJwoeoT2Ik>mevcjUZ(XL
ztugZc{(Ox|Yb;u0(;A1?xU|NjH9oBgXiZ3KB3cvEnuOM*v?il9Ijt#ZO-XAiT2s@S
zhSs#SrlU1Itr=*|NNXlqGt-)d)~vK<qcuCNIcUvEYc5)I)0&6YytL+{H9xI?(OQ7k
zg0%ikYav<-(^`bqy0q4#wLYy4Xl+PqBU&5N+Jx4ov^Jx)Ijt>dZAoh@T3gfFhSs*U
zwxhK@tsQ9XNNXorJJZ^Q)~>X6qqRG&J!tJoYcE=R)7ppDzO?qEwLh%`XdOuFAX*30
zI)v7tv<{<nIISaS9ZBmbT1V45hSmwRPNa1bt&?e;LhDpor_nlt)>*VJq;(Oki)md#
z>rz^m(Yl=06|}CTbrr3vX<b9>T3Xl9x}Mezv~Hwz6Rn$R-Ad~=TDQ}>gVvq2?xuAw
zt@~)*PwN3%57K&=)}yo@qxCqgCuluI>ls?l(t3{8^R!;1^)jtjXuV47HCk`edY9Ih
zw7#bG9jzZ}{Y>juTEEj8Am8tOrvYgVOlweDgV7qC){wM@rZo($VQCFVYj|2C&>D%>
z$h1bGH9D;^XpKp0ELvmJ8i&@nw8o<~A+3pMO-ySNT9eY6jMn6|rld7Bt!ZdYOKUn>
zGt!!g*37hKr8OI^IcUvEYc5)I)0&6YytL+{H9xHdX#JbkLbMj9wFs?6X)R7`30h0h
zTAJ3fv{s<CBCVBZtxRhbTC37pjn?Y4)}XZ}t+i;aO=}%m>(W|}*7~$Iq_q*PjcIK{
zYg1aA(b}BW7PPjcwH2+cX>CJmTUy)E+Md=9w05Mm6Rlln?MiDmTD#NQgVvt3_M){9
zt$k_jPwN0$2huu-*1@z6rF9ssBWN8->nK`B(>jLMakP%7bpovuX`Mvt6k4a!I*r!p
zw9cS)Catq*olWZ;TIbR_kJkCLE~Ir4t&3@0LhDjmm(jX{)|Irbrgbf?>uB9T>qc6)
z(7KJ*?X>QqbvLbhXx&TeK3ezFdXUybv>vAQ2(3qHJx1#ZT2In?iq<o<o~891truv$
zNb4n9uh4px)@!t0r}YM{H)*{^>m6F}(t3~9`?Nlw^&zd#XnjfRTUtNR`ia)hw0@!W
zUs}J>`X8-7X$_E{=K&1#he2o!Mr#OKL(&?G*3h(up*1Y6;b;v{YXn*&(i(}@$h1bG
zH7c#qXpK&53|eE-8jIH0w8o(|9<A|dO+afxS`*QlnAW7UCZjbuttn|uMQdtW)6klh
z)^xO{r!^z3nP|;SYZh9w(wdFd?6l^jH5aY9Y0X1xURv|hT9DSlv=*baB&}s>tw3uf
zS}W69mDcLC)}XZ(t#xRvM{5IG8`0XB)+V$zrL`HY&1r2xYfD;N(b}5UwzRgRwLPsJ
zXzfUACt5qx+J)Axw05JlJFPuv?MZ7dT6@#lht|Hd4xn`~t;1*?N$VI|$J082)`_%E
zqIEK@Q)rz^>oi)Y(>jCJnY7NLbvCVYXq`*zJX+_|x`5V&v@W7`F|A8zT}taRT9?zh
zg4UI^uA+4{t!rpqOY1sX*VDRz){V4oqP1R$-+M&s)7pU6hO{=KwK1(tXl+VsGg_O|
z+Je@Ww6>zPHLY!EZA<GgT8Gm*g4U6=j-qumtz&2%OY1mV$J082)`_%EqIEK@Q)rz^
z>oi)Y(>jCJnY7NLbvCVYXq`*zJX+_|x`5V&v@W7`F|A8zT}taRT9?zhg4UI^uA+4{
zt!rpqOY1sX*VDRz){V4oqIEN^TWCE?>p5D_(|Uo{i?m*%^)jtjXuV47HCnIJdV|)R
zwBDliF0J=yy-(`{S|8H-h}OrnKB4s~t<PwEPU{O=U())D*4MPYq4h1T?`VBb>qlBY
z)B1zfpS1p>H9$$8Z!zE>2BI|xtwCuGMr&|dL(m$E*3h(up*1Y6;b;v{YXn*&(i(}@
z$h1bGH7c#qXpK&53|eE-8jIH0w8o(|F0JusjZbR=S`*Tmh}OikCZRPct;uLjPHPHU
zQ_`A>*3`77p*1b7>1oYKYbIJV)0&0WY_w*lH3zLZY0X7zZd&uunvd4MXe~f%L0Svb
zT7=f3w3eW?B(0@rElq0~TFcT}j@I(DR;0ButyO5PN^3P*tJ7MO);hG-rL`Wd^=WND
zYhzlQ(%OvH=Crn;wI!{sX>CJmTUy)E+JV+iw05So3$0yg?M7>NT6@silh)p}_M>$G
zt%GPCOzRL@htfKn))BOhrgbc><7u5h>qJ^7(K?ydDYQ<dbsDYHX`MmqY+C2gI+xZ3
zv@WD|5v|K<T}|scTG!LMf!2+*Zl-k$tvhMmMeA-__t3hJ*8Q{|p!E=~hiN@Z>q%Nq
z(R!NJGqj$k^&+iTXuU@3En4r=dY{$@v_7Qu5v@;YeMajGTHnz6p4N}FexmgYtzT*V
zPU}xv1C(OFV!%HPL~CGLgU}k3*5I^;q%}0HVQ39UYb08u(i)xC7_`QsH4d$DX^l^7
zLRu5knv~Y$w5FsrHLYoAO-pM!TGP{-f!2()W}-DStyyTzN^3S+v(uV`)||BFqBS?I
zd1%c`Yd%`@(^`Pmg0%ikYav<-(^`bqVzd^gwFIrDXe~`^8CuKIT8`H8v{s<C60MbK
ztwL*6TC34ooz@z()}pmGt#xRvOKUw^8`Ij1)>gE(rL{e+9cb-DYZqF((%PNYp0xI+
zwJ)vxX&p%GU|NUJI+WI7v<|0r1g#@!9YyPCTF1~jmez5!j;D13trKaTMC%k<r_wr&
z*6Fm)pmip#vuK@7>l|9=(mIdU`Lr&ebrG$LX<b6=Qd*bMx`Nh~w63CcHLYuCT}SJB
zS~t+Tk=8A=Zl`q@t$S%bK<i;zkI;IQ)?>6Dr}YG_Cuu!J>uFlg(0Z2EbF`kP^#ZLI
zX}v`2Wm>P$dX?5|v|gw62CX+~y+!M7TJO+$m)3i<-lz2etq*B^MC)T(pV0c0)@QVS
zru83MztH-X)_-aJM(cN4|D*K>tv_k~MQec4>}?GAhk<AfOluHYgVGv|*5I^;pfx0|
zp=b?FYZzL?(i)D|@U%vtH6pE%XpKy36k4Ow8jaTIw8o${Catk(jZJGDTI13hkJk9K
zCZIJTt%+z&OluNalhT@u*5tINpfx3}sc212YZ_Y9(wdIe^t5K6H6yK=Xw6J(7Fx5?
znvK@%w3ef_JgpUItw?JnS}W69h1ROHR-?5#tu<(^Noy@yYtveX*1ELTqqRP*4QOph
zYa?14)7pgArnEMrwK=UVXl+SrD_UFA+J@G)w6>$QJ*^#R?MQ1UT07I)h1RaLcB8dB
ztvzV%Noy}!d(+y7)&aB*q;(LjgJ~T?>rh&U(K>?GQM68^brP+UX`MprR9dIeI-S-T
zw9ce;7Ok^sokQzfTIbO^pVkGmE~Ir4t&3@0LhDjmm(jYM))lm_q;)l|YiV6a>v~!@
z(7KV<&9rW%bsMeQY288VPFi=<x|h~{wC<<%0Ii2;JwoeIT946soYs@Ho}u*|t#@d>
zN9#jcpV0b@)|a%tq4guJpJ@Gu)-SYvqxCzj|Izw`)}OTgqBTGn_A&<i!$7nKrZoty
zL1_&}YY19H(Hff8FtmoHH3F>>X^li{6k4Ow8lBb{w8o@07Ok;qjYDf(TI120fYwB`
zCZ;tBtx0K3Mr#UMQ_-55*0i){pfw|{nP|;IYc^W5)0%_UT(st<H4m+MY0XdTU$hpW
zwIHp3(^`nu!n78lwJ5E{Xe~}_30h0iT8h@vw3eZ@EUo2etw3u<S}W07nbs<_R;9HX
zt<`C*Noy@yYtveX*1ELTqqPC84QXveYhzlQ(At#N=Crn;wH2+cX>CJmTUy)E+JV-N
zw05So3$0yg?M7>NT6@yki`G80_NBESt^H{oK<gk{2h%!))}gcxqjdzWBWWE)>u6fX
z&^ngZakP%7bpovuX`Mvt6k4a!I*r!pw9ce;7Oit=ok!~eS{Kr~gw|!WE~j-Bt*dEW
zL+e^v*U`G3)(y07q;(UmTWH-%>o!`q)4GG!owV+zbq}q3Y28oj0a_2zdWhD;v>u`L
zD6Pk7JwfY9T2Ik>n$|P4o~89Xtruv$Nb4n9FVlL1*4wn+r}Yu7PiTEg>vLLP()x<l
zH?+Q^^#iS+X#I!Que5%n^*gQq(fWhdpS1p>H9%SRKL-56K(q#?H3+RiX$?kea9Tsq
z8j{w~w1%NIEUn>a4Nq$XS|iaKnbs(@Mx`|xt<h<XNoy=xW78U!)_AnWr!@hs329A4
zYhqfH(wdCc<g})sH6^X7XiZIPT3XZ5nx57Sv}UF?8?8BM%|mN`S_{!ynAW1S7N@lY
zt)*x!Lu*-D%hOts*2=V2rL{V(HE69#Yb{!9(^`kty0q4#wLYy4Xl+PqBU&5N+Jx4o
zv^Jx)Ijt>dZAoh@T3gfFhSs*UwxhKJt(|G@Mr%)6`_S5-)`7GRqIEE>LuegJ>o8h}
z(>j9Ik+hDYbu_JGXdO%II9kWkI)T=Sv`(URGObf+ol5I8TBp-GgVvd}&Z2cTt#fFd
zOY1yZ=hM1?)`he#qIEH?>u6n1>jqjk(z=P(&9rWzbt|pgXx&ch4qA88x{KD`wC<sG
zFRj;Ty-w>5T5r;Ni`Lt;-l6p_t@miXPwN9(AJY1W*2lCyq4g=P&uD#4>kC?6()x<l
z*R;N&^)0RMXnjxX2U<VU`ia)hwEjcu7h1p4`Y)~DX#Gy>f3*If^(U>rXbn(~J&ghX
zFc7VQX$?YaP+Ei08l2Vyv?ioA5v_@7O+sr@T9eV5oYoYyrld6$t*L2ELu*=E)6<%X
z*37hKp*1V5*=Ws9YYtj-(wd9b+_dJQH7~9CXw6USU$hpWwIHp3(^`nuBD5BxwLGmA
zXst+VC0Z-fT7}lCv{s|FI;}Nntwn2XTI<kSm)3f;)~B@rtqo~yL~CPOo6y>n)@HOe
zr?myGEop5<YinBD(At*PcC@yqwF9jkY3)R7XIi_^+LhLBw05Vp2dzD6?L}*ETKmx2
zm)8EY4y1Jut%GSDLhDdkhtWEm))BOhq;(XnV`v>m>v&ox&^npcDYQ<dbq1|7X`Myu
zY+C2gI+xaYv@W1^5v_}9T|(<pT9?tfg4WfvuAy};t?OuAPwNI+H`2O^)@`)zpmis$
zyJ+1_>mFM7(z>74gR~x^^)RhRXgx~nF<Ot)dV<zdw4SB)9IfYRy-4e2TCdQ0oz|PQ
z-lp{qt#@g?N9%oBAJF=c)<?8Hru8YU&uD#4>kC?6)B1+i_q2Yb^%Je1Y5j-RFSLH8
z^<P@Q)A}E+KWGhF{`a2NFtmoHH5{$sX^lW@L|P-!8im%Vv__{j2CcDZjZ13+T9eS4
zl-6XlCZ{zOt!ZgZPitmcv(cJ^)||BFqBS?I`Do2gYe8Cz&{~w%610}0wKT0|X)Q-<
z1zIc8T8Y-mv{s?D8m-l7twC!oTI<kSm)82UHm0>1tu1J6No#9b+tS*O)(*6GqO}XH
z-DvGWYcE>+(At;Qezf+dbpWjcX&prCU|NUJI+WI7v<|0r1g#@!9YyPCTF25lj@I$C
zPM~!nt&?b-LhDpor_nl{))}<Uq;)o}b7-AQ>wH=l(7KS;MYJxabqTFYX<bh13R+jv
zx{B7-w639bEv@Tm-9YO`TDQ@<lh%E-?x*!2t%qqnLhCVFPtbaj*3-0}rS&|m7iqmr
z>s4B>(R!WM8?@e}^%kwSX}v@1U0UzadY{$@v_7Qu5v`ADeM0L~TA$JSoYoh#zNGaP
zt*>c)L+e{w-_!bm){nG)qV+SaUugYG>%X*qqxCzjKWP0)>n~aZRN#Fq2K>Xov<9U$
z1g)WI4M%H4TBFb!jn?S2#-KGOt+8m0O=}!l<I)<B*7&q0pfw?_iD*qsYZ6+M(wdCc
z<g})sH6^X7XiZIP8d}rRnvT}=v}T|+BdwWe%}i?+TC>ucjn?e6=AgAOtwm@pN^3D%
zi_=<y){?ZAqO~-wWoRu+YdKoW(^`SninLauwKA<$Xst?XHCn6FT7%Y_wAP}vHm!AN
ztxIb?TI<u=fYyezHlnpLtxafcN^3J(o738Y)|RxkqO~=xZD?&vYdc!o)7pX7j<j~7
zwKJ_<XzfaCH(I;X+Jn}fwDzL4H?4hW?MrJvTKm&FfYyPu4x)81twU%XO6xpY=hM1?
z)`he#qIEH?OK4q6>oQuG)4GDzm9(y+bv3PPXkAO|I$GD$x`Eb>v~HqxGp$=_-Ad~=
zTDQ}>gVvq2?xJ-!t$S$QOY1&b_tScS)`PSjqV+JXM`%4t>oHo7(|Ur|leC_q^)#(#
zXgy2oMOrV>dYRTMv|gq48m-r9y-DkBS|8H-gx06DKBM(HtuJVON$V?GU(@=A*0;32
zqxC(lA87qZ>nB=2)A|psUugYG>%X*qqxCzj|IzxB)&LcG9>9Qq7>L%uv<9Iy7_A{_
z4M}S#T0_$shSqSjMxZq!t&wPrOlwqHqthCL)|j-$qBRb!@o0@tYeHI+(VB_Yth8pQ
zH5aXUY5kklLbMj8wHU3%X)Qr(Nm@(MTAJ1}w3el{9IfSPtw3u<S}W69mDXysR;RTF
ztu<+_MQd$Z>(W|})&{gTq_q*PjcIK{Yg1aA(b}BWmbA8}wGFLpX>CVqds;iv+L_ia
zw05JlC#}6`?M-VRTKm%4pVoo24x)81twU%XO6xFMhtoQe)={*MrgaRhV`&{v>jYXS
z(K?ydskF|ZbtbK|Xq`>#99rknI*-=*v@W1^A+3vOT}<l|T9?wgjMn9}uAp@#t*dBV
zP3sz3*U`G3)(y07q;(Umn`zxj>o!`q)4GG!owV+zbq}rkXx&fi0a_2zdWhB|v>v7P
zIISmWJxS{+T2Iq@mezB$UZC|Nt(R!MOzRa|uhDv))*H0mr1ci9cWAv!>pfcU)B1qc
zhqOMT^)anaXnjWOb6Q`}`jXbyw7#MBEv+AD{Y2|$TEEizjn?n9{-E_It-ojuP>KDF
zf&MTstwCrFN^3A$gVP$4)=;#DrZo($VQCFVYXn*&(i(}@D6~eUH5#qaX^lZ^Oj={n
z8i&@nw8o<~KCKC8O-O4ZT9eS4l-6XlrlvI=t(j@fLTff!bI_WT*4(t_r8OU|f6-cy
z)<U!vp|u#TC1@>4Ybjbw(^`hsvb2_?wLGmAXst+VC0Z-fT7}lCv{s|FI;}Nmtx0Qb
zTI<kSm)3f;)~B@rt&M1HOluQbo6*{w))ut3qO~=xZD?&rYkOKd(AtsKPPBHWwF|A?
zXzfmG4_bTD+KblSwDzI3AFTsu9Zc&mT1V14hSmwRPNsD#t<z|oLF+79XVW^D*7>w9
zq;)Z^OKDwB>k3*|(z=S))wHgmbuF#yXkAb123j}Lx{21!v~HnwE3MmT-A?NcT6faA
zi`Lz=?xA%rt@~&_K<i;zkI{OP)-$x8r}ZMOmuS6A>lIqB(t3^7>$KjW^(L*iXuVDA
z9a`_wdXLuov_7EqA+3*SeN5{UTA$MTjMnG0zM%Cbt*>Z(P3s$4-_rVy*7vl2p!FlI
zpJ@F|>$yR{_pzR*^#ZLIX}v`2Wm>P$dX?5|v|gw62CX+~y+!M7TJO+$m)3i<-lz2e
ztq*B^MC)T(pV0c0)@QUnr}YJ`FKK;6>uXxy(E66vceK8z^#iRRY5hd&XIlTE^$V?`
z2mk*4X&73=(i)D|@U%vtH6pE%XpKy36k4Ow8jaTIw8o${Catk(jZJGDTI13hkJk9K
zCZIJTt%+z&OluNalhT@u*5tINpfx3}sc212YZ_Y9(wdIe^t5K6H6yK=Xw6J(7Fx5?
znvK@%wC12SC#|_?%}r|_TJzGHkJkLOCLa3xJZUmoN6<Qw)={*MrgaRhV`&{n>v&ox
z&^nRUNwiL;bqcLhX`M#vbXsT7I+NB}w9ck=4y|)(ok#0@S{Kl|kk&=CE~a$}txIWL
zM(c7~SJ1kW)>X8wrgaUiYiV6a>v~!@(7KV<O|)*NbqlRqY28Nac3OAPx|7yjwC<*L
z53Ltyy-4dNS})Ujh1RRIUZeFotv6`BN$V|IZ_|2**1NRcqxC+m4`_Wz>mynp)B1$g
zr?ft!^*OCCXnjfRD_URE`i9oGw7#SDJ*^*T{YdL4T0hhJ53OHl{YvY<w0@)YJFWlG
z`h(V=wEm(sz%bsQW57QQL~AfwL(m$E)-be&qcuFO5onD_Yb07D(;9`=sI*3-H9D;^
zX^l;599rYj8jsfav?ioAF|A2xO-gGrT9eb7g4UF@rlK`9t!ZdYOKUn>)6<%P){L}f
zqBS$ES!m5lYc^W5)0%_UoV4bmH8-t!Xw6G&K3enB`WLMQXe~(V-?SE@wJ@zkXe~->
zF<Oh$T7uS+w3ec^G_7T5ElX=TTFcW~f!2z&R-&~styO5PN^3P*tJ7M8)|#}|qO~@y
zb!e?iYXe#v(b|;OX0$e^wFRv$X>CPoYg*gT+LqRKw6>?UGp$`{?MiERT6@silh)p}
z_Mx>et^H^nMC(vmhtWEm))BOhq;(XnqiG#O>sVUH(K><FiL_3lbt<jXXq`dpOj>8r
zI)~P|w9cb-0j*1DT}JD2T36D#iq_S%uAy};t?OuAPwQ4%x6!(T);+ZDqjf*62WUM;
z>v3Ao(0Z2E3$$LO^%AX@X}v=0HCk`bdXv^$wBDxm4z2fSy-({yS|8K;gx06DKBx5s
zt*>Z(L+e{w-_iPk)=#v4ru83MztQ@g)?c&+7|y=NKz|s7)}XWor!^$4VQ39UYeZTj
z(;9`=sI*3>H72dGXpK#4Tw3GPnvm8+v?il91+6J*O-pM!S~Jj^k=CrVW}`I+tvPAU
zOKSmI3(;Db)*`ePrL{P%C1@>0YiU}`&{~ex^0Zc<wIZ#RX{|zQRa&djT7%Y_wAP}v
zHm!ANtxIb?TI<u=fYyezHlnpLtxafcN^3J(o738Y)|RxkqO~=xZD?&vYdc!o)7pX7
zj<j~BwJWVXXzfL7Z(94)I*`^uv<{<nIISaT9YyOnTF28mk=9AHPNQ`et#fFdOY1yZ
z=hM1?)`he#qIC(aOKDwB>k3*|(Yl(}HMFjybv>;cXx&KbW?Hw<x|P;#wC<pFC#}0^
z-A(HrTKCerkJkOP9-#Fgt%qnmOzRO^kJ5UK*5kCEp!E!`cWJ#x>wQ`u(E5<pN3=en
z^(n2-X?;QKD_URE`j*yrw0@xVBdwol{fE}CwEj!$H(I~b`X8-7X#Gj+FIoePVE<vj
zKMX``R9d6a8lBb{w8o@07Ok;qjYDf(TI10gpVoboet$pRPwN3%57K&w*2A<Oq4g-O
z$7nrH>j_#<(t3*4)3lzU^(?LDXgyEs1zIoCdWqJ{v|ge0Dy`ROy-w>5T5r;Ni`Lt;
z-l6p_t@miXPwN9(AJY1W*2lCyq4g=P-)Q|#>wmQVp!FxMzi16Gne&SQ|1c1(foTmw
zYfxH)(HflA5VVG*H59F(X$?bbSX#r;8lKh&v__;g60MPGjY4ZwTBFe#oz@t%#-ueC
zt+8p1Lu*`G<Ix(Q)&#UBq%{$(iD^wjYf@U1(VCpr6tt$KH5IL?X-z|GT3XZ5nwQpm
zv=*eb5UoXMEk<hzT1(Peiq_J!mZ7yQt>tJfPiqBQE7Dqt*2=V2p|vWl)o86wYYkd!
z(prnwhO{=JwK=V=Xl+kxM_Rkm+MU+kwDzU7AFcgq9YE_qS_jcOnARb*4yAP%t;1;@
zLF-6bN7Fin*0HpXqjfy36KS19>ttG|(>jCJS+vfkbq=j_X`N5&0$LZ+x`@`rv@WG}
z8Li7{T}kUITG!CJme%#OZlHA|t($1wLhDvqx6`_V)}6HOqIEZ|duiQA>j7F1(t3#2
zBeWi+^*F63Xgx{mDOyj{dWP0>w4SH+BCVHby+Z3%TCdT1oz@$)-lX*wt+#2tL+f2y
z@6-B#)`zq{ru7M}PicKd>kC?6()x<lH?+Q`^&PG6Y5hR!M_NDA`Y)~DX#Gy>f3*Ih
zHNX`1GY0&_z_bRXH5jeIX$?VZNLoYD8k*KHw1%ZM9IfGLjYMl?TBFb!oz@t%#-ueC
zt#N3LPiq2N6VsZ6)?~D%pfx3}sc212YdTuf)0%<SOtfaEH4Cj-Y0XA!c3N}Lnv>RC
zwC1KYFRl4#%}?uJv=*SX5Uqu2EkbKiT8q(IoYoSwmZY^5t)*!#OKUk=%hOtc*2=V2
zp|vWl)o86wYYkd!(prnw+O*cCwH~eYX>CAjLs}cr+L+cRv^J%+8LiD}Z9!{GT3gZD
zn%1_owxhK@tsQCYL~CbSyU^N=*6y_SptUEhy=m=3YhPOX(b}KZ0kjUJbr7wCX&plA
zP+Eu4I-J%Kw2q{86s@Ca9YgC_TF22kp4JJpPNa1bt&?e;LhCeIXV5yE*15FKqjeFj
zOK4q6>q=Tz(Yl7#wX|-ebrY>yXx&QdPFnZUx}Vkqv>v4O5UodOJxc3wT2Ih=lGf9-
zo}u+Dt><XHK<h<XFVT9L)~mE$qxCwiH)y>{>n&Pu(|U*2yR_b;^**f+XnjcQBU&HR
z`h?b}v_7NtIjt{feM##pT3^%phSqnqexUUet)FTAm)7sJ{-ia)RQ5dv{=*=&2BS43
zt)XZQPitgaqtF_a)@Zawr!@wxv1pA=Yg}66(VBqPgtR86H3_ZBXiZLQN?KFVnugZ2
zw5FpqJ*^pN%}8q|S~Js{h1RUJW}~$@ttDtJNoy%uOVe70*0QvgqqRJ(6=<zUYb9DM
z(^`ers<c+4wK}aeXst<WEm~{ST8GxUwAQ1wKCKOCZAfb)T6@yki`L$>_Mx>et^H{2
zPwN0$2huu-*1@z6p>-&&!)P5&>j+v$(mIOP(X@`Cbu6vpXdO@M1X?H3I*HcFv`(RQ
zDy`FKolffvT4&Nai`Ln+&Y^WKt@CJ|PwN6&7t*?j*2T0gp>-*(%V=Fr>k3*|(z=S)
z)wHgmbuFz2Xgx^lAzBa9dW6=av>v1NIISmWJxS{+T2Iq@hSsyRo}=|Vtruv$Nb4n9
zFVlL3)~mE$qxCwiH)y>{>n&Pu(|U*2yR_b;^**f+XnjcQBU&HR`h?b}v_7NtIjt{f
zeM##pT3^%phSs;VzN7U$tsiLpht{vOexvn2T7S~|i`D?s*smDy4+GH}nARY)2BkF^
zt-)yxNo#0Y!_XR*)^N0jr!^w2k!g)WYgAgJ(HfoBn6$>CH8!nrXpKv2JX+(^nt;}X
zv?ii8F|A2xO-gGrT9eb7g4UF@rlK`9t!ZdYOKUn>)6<%P){L}fqBS$ES!m5lYc^W5
z)0%_UoV4bmH8-t!Xw6G&K3enB`WLMQXe~(V-?SE@wJ@zkXe~->F<Oh$T7uS+w3ec^
zG_7T5ElX=TTFcW~f!4~jR-?5#tu<(^MQd$Z>(E+{*7~$Iq_qjHO=)dLYjav#(AtvL
zR<yRJwGFLpX>Cty2U<JQ+J)Axw05Vp2dzD6?M-VRTKm%4pVq;&4yAP%t;1;@LF-6b
zN6|W()-kk>rF9~$lWCnw>oi)Y(>jCJS+vfkbq=lbX<b0;5?Ytix}4V4w63Lf9j)tW
z-AwCtT6fU8ht|Ec?x*z-t%qqnLhDglkI{OZ)|0fJqV)`|XK6i0>v>u)(0Ym1%d}pl
z^*XILXuV16ZCdZq`heDlv_7Ks39Zj)eNO8OT3^%phSm?Xex&s?tzT&UO6xaTf6)4i
z)_~K0?`sWAYY<w4(i)uBkhF%PH8ibZX$?<nBwC};8kN?Vw8o}24y_4jO-O5ET9eS4
zg4UF@rlvIwtr=*|LTff!v(uV`)||BFrZo?(`Do2g>tD1Mr1fuF3(;Db)}pi)qqR7#
zC1@>0YiU}`&{~$(a<rDGwF0dbX{|(SWm>DyT9wvnv{t9J2CX$|twn2XTI<kSm)3f;
z)~B@rtqo~yOlwnGo738Y);6@ZqqRM)ooVe#Yd2bZ(b}8VzO?qEbr7wCX&pxEC|bwS
zI-b@Ev`(aT60MVIol5I8T4&HYlh)a^&Y^W4t@CMJK<h$U7t^|g)}^#Aqjd$XD`{Ot
z>uOrp(z=e;^|WrFbtA2tXx&Wf7FxH`x{cQDwC<pFC#}0^-A(HrTF=vZf!2$(UZV9f
ztygHhO6zr6Z_s*+*4wn+rS%@I4`_Wz>tkA<(E5zl=d`|{^(C#ZXnjrV8(QDe`i|E3
zw0@xVBdwok4L0NVUen;ThM+Yht)XZQO=}oh!_pd#*6_4Opfw_`k!X!fYZO|e(i)A{
z=(NV5H72dGXpK#499rYj8jsfav?ic6A+3pMO-ySNT9eY6jMn6|rl2(?t*K~DO=}uj
z)6$xb*7USypfw|{nP|;SYZh9w(wdFd?6j7owG^$TX)Qx*Sz61{TAtPlv{t0G60MbK
ztwL*6TC34ooz@z()}*x-t+i>bLu*}H>(N@D)&{gTq_q*PjcIK{Yg1aA(b}BW7PPjc
zwH2+cX>CJmTUy)E+Md=9w05Mm6Rn+T?Luo;TD#HOoz@<-_N28Jt-WdOLu+4J$Iv>K
z)^W6sr*$%|Q)!(}>r7f_(>jONxwOusbv~^NXkAF_B3c*Ix`fuHv@WA{Ijt*bT}kUI
zT36G$hSs&TuA_A;tvhJlP3r+#57Byz))Tazq4gZC7ihgm>m^z*(|U#0tF&ID^*XIL
zXuV16En08WdY9IFwBD!n0j&>deN5{UTA$PUg4S2GzNYmJt#4_4PwNL-KhpY%*3Yzl
zq4g`R|I+%M)*rO~q&2`y{ttiw|1c1(foTm&YcN_v&>E7~P_%}oH4LrcXbn$mL|P-!
z8kyE8v__>h8m-Z3jY(@PTI0|fm)7{SCZIJDt%+$(N^3G&lhc}l)>O2nrZp|C>1fSB
zYerf#(VCgoEVO2$H9M_2Xw5}yZd&uunwQpmwC1O^0Ih{+Elg_>T8q+Jg4U9>mZG%`
ztz~H~M{5OIE74kw*6Os@ptUxwb!e?iYdu=))7pU6hO{=KwK1(tXl+VsGg_O|+Je@W
zw6>zPHLdMv?MQ1UTD#ENmDcXG_N28Jt$k?iOKU$``_npr)`7GRqID>(!)P5&>quHh
z(K?#eF|>}QbsVkZX`MjpBw8oaI)&D$v`(XSCatq*olWZ;TIbR_kJkCLE}(TGt&3<~
zOzRR_m(jYM))lm_q;(CgYiV6a>v~!@(7KV<O|)*NbqlRqY28Nac3OAPx|7yjwC<*L
z53PG?-AC&IS`X5Ch}I*t9;Njdt;cCSN$V+EPt$sa)^oI;r}YA@7iqmj>t$N6(0Y~D
zYqVac^#-jsX}v}3ZCdZpdY9IFwBD!n0j&>deMIYHTA$GRl-B38zNGavt#4@kK<g)3
zKhydzt>0<=kJbRQcs{^@e;An7Ahd>{H6*QJXpKN?6k4Ow8jaTIw8o@07Oin;jZ14h
zTI182kk&-BCZ;tBt;uLjPHPHUQ_`B6)-<%Hr8OO`>1oYCYerf#(VCgoEVO2&H5;wj
zY0W`vPFi!(nw!=<wC1HXAFcUm{fpLuv=*YZ2(86vElF!>TFcQ|p4N)AR-v^jt<`C*
zMQa0E8`0XB)+V$zrL`HY&1r2xYb#n?)7qBScC>b&wIi*aY3)L5H(I;X+LP8^wDzX8
z53PM^?MG{WS_jZNkk&!84yJVotwU*@PU{R>XVN;0*4ebqp>-~;^Jtw<>jGLA(z=M&
z#k4M=bt$dOXkAY03R+jvx{B7-w639bEv@TlT~F%<S~t?ViPn>}o}%?Mt!HRGOY1pW
z&(nH=){C@WqV+PZS7^OT>or=h(|Uu}o3!4d^){_{XuV78JzDS6`heDlv_7KsF|AK%
zeM;*yTA$PUg4UO`zM}Ott#4?3OY1vY-_!bm){nG)qV+Sa|Iqq{)~~ewOY1jUztj33
ztv_h}N$W3KBhUW5XEh3~QE81vYjj#;&>EB0ShU8bH4d$DX^lr~d|DIGnvm8+v?iuC
z39U(KO-5^ST2s)PlGaqTrlvIwt!ZgZM{9aoGtiom)=ac!p*1V5*=Ws9YYtj-(wd9b
z+_dJQH7~9CXw6USU$hpWwIHp3(^`nu!n78rwIr>jX)Q}@d0H#bT9MXDv{t6I3awRX
ztww7NT5Hi-o7OtC)}^%`tqo{xL~CPOo6y>n)@HP}ptTjPt!ZsTYg<~|(b}HY4zzZp
zwG*wKY3)L5S6aK#+MU)OwDzR67p=W%?L%u{TKm!3pVk4i4y1Jut%GSDLhDdkhtWEm
z))BOhq;(XnqiG#O>sVUH(K?>i3A9e6brP+UX`MprR9dIeI-S-Tw9ce;7Ok^sokQzf
zTIbO^pVkGmE~a$}txIWLPU{L<SJJwg)-|-Qr*$K(n`qrk>lRwK(z=b-?X>QobtkR6
zXx&5Wep(OEdWhD;v>u`L7_G-?JwfX!TF=pXf!2$(UZV9ftygHhO6xURuhV*i)?2jR
zru81J4`_Wv>tkA<(E5zl=d`|{^);<;XnjZPds;uz`ia)hwEjcu7h1p4`Y)~DX$>^z
z_ukiFw1%KHB(0%n4M%HuS|idLnbs(@Mx!+*t+8m0O=}!l<I)<R)&#UBqBSwCNoY+<
zYcg6>(3+Cg)U>9hH65+#Y0XG$7Fx5>nw{1hwC15TFRl4#EkJ8QS_{!ynAW1S7N@lY
zt)*x!M{9XnE7Dq-)+)4CrL{V(HEFFyYaLqa(ORF@#<Vu2wHd9gXl+AlTUtBP+KJXK
zw05PnC#}6`?Mv%GT8Gj)jMm|_j-YiEt)pojOY1mV$J082)=9KZrgaLfQ)!(}>kL|F
z(mIRQIke8DbsnwrX<b0;LRuHmx|r4_v@WG}8Li7{T|w(gT36A!n$|V6uBCMyt?Oys
zK<h?YH`BV6*6p<Jq;(gq`)EBt>p@zN(t3>66SSVB^(?LDXuUw|MOv@YdXv_>wBD!n
z0j&>deMIYHTA$GRl-B38zM%CLt*>c)OY1vY-_!b$)=#v4ru83MztZ|It>0+<PU{a^
zf71Gk)&O()zX1mP!$7nKrZotyL1_&}Yj9da&>E7~P_%}oH4Lp`X$?nfcv=(EnuylK
zv?if7DXqz9O-^e{T2s-QhSs#Srl&Ont(j=eOlwwJv(cJ^)||BFqBS?Id1%c`Yd%`@
z)A|>!1!yfu>)*5%qO}UGRcWn8Yjs*{&{~t$TC~=twGORyX`Q#}_xaQLv@W1^A+3vO
zT}<l|T9?wgjMn9}uAp@#t*dBVP3sz3*V1~7*5kCEp!FoJr)WJ*>ls?l(t3{8^R!-|
z^&+j8XuVA96<V*-dX3iWwBDfgCat$<y-n*KTJO?&kJkINKA`m>t&eDZOzRU`pVIn_
z*5|aop!FrKuV{Tu>l<3%()y0p_q2YX^&_pHX#Gs<KeT?KHNxiK=U*ez8j04(v__#d
zDy`9IjZSL}T4T~0i`Lk*#-TMXt?_70NNXZm6VsZ6)}*v1qcu6LDQHbeYbsh()0&3X
zw6vz9H9f5vXw67#CR#Jonw8e<wC1I?0IdaS{hQW8v=*kd2(3kFEk<hzT1(Peiq_J!
zmZ7yQt>tJfPiqBQE7Dqt*2=V2p|vWl)o86wYYkd!(prnw+O*c8wJxpoXsu6c16mu>
z+KAT1v^Jr&DXq<DZBA<oT3gcEiq_V&wxP8xt?g)SPiqHSJJQ;j)^4<Rr?n@oy=m=3
zYhPOX(K>+EfwT^ybug_%XdO!HFj_~@I*QiOw2q;5JgpOGok;6sTBp!DmDXvrPN#JS
ztutwzMe96T=hM1?)`he#qIEH?OKDwB>k3*|(z=S))wHgmbuF#yXx%{TW?Hw<x|P;#
zwC<pFC#`#E-An5}TKCg>kk-Sr9-;Lpt;c9RPU{I;Ptkgs)-$x8rS&|mmuS6A>or=h
z(|Uu}TeRM$^$x9fX}w45eOe#T`iR!Yv_7Hr4Xqz({Y2|$TEEizjn?n9{-E_ItpT?1
zz6t~WVIW!q(;Af4V6=vyH6*Q}X$?nfBwC}>8iUrDw8o+}F0JutO+afRT9eV5lGfC;
zrlB=Gtr=*|Olx*pbI_Wb*1WXlqxCOZ3(#7S*1u^jL~CJMi_%)0))KUqq_s4yWoa!(
zYXw@X(prty8no7;wKlDFX{}Fd16mu=+Jx3-w6>tN6|HS(ZA)uATHDjwf!2<+cA~X2
ztzBsCN^3V-yVKf()}FNXqO~`zeQ51VYkyh?&^nOTL9`C0bqKA)XdO=L2wF$cI-1ro
zw2q^7JgpOGokZ(oTBp!DmDXvrPN#JSt+QyIP3s(5=h8Zl*7>w9pmh<gD`;Iq>v~!@
z(z=P(EwpZ<bvvy)Y28ihURw9ldXUz`v>v7P7_G-?JwfY9T2Ik>n$|P4o~891t><aI
zK<h<XFVT9L)+@ALrS%%E*J-^$>rGm3(R!QKJG9=V^&YMFX?;lRBU&HR`h?b}v_7Zx
z1+6b>eMReQTHn(8j@I|IexUUetzT&UM(Yn+18ikaV&FdvN^3A$gVP#<){wM@qBS(F
zVQ39YYdBiN(;9)+h_ptcH8QPHXpKs1G+Lw68iUrDw8o+}Hmz}JjZ14hTI182fYyYx
zCZaVltx0H2N^3G&lhc}o)~vK<qcuCNIcUvEYc5)I)0&6YytL+{H9xI?(OQ7kg0%ik
zYav<-(^{0)Vzd^gwFIptX)Q%-X<EzBT9(#ww3er}0<9Hktwd{OTC31nmDXysR;RTF
ztu<+_MQd$Z>(E-4)_Szor?mmC4QXveYhzlQ(At#NX0$e^wFRv$X>CPoYg*gT+LqRK
zw6>?U1Faot?L=#5TD#ENmDX{zj;D13trKaTMC)W)r_ef;)@ig(r*#IcGijYg>ug%*
z&^njad9==_bpfplX<bC?Vp^Bbx|G&sv@WN01+6P-T}A6^TG!CJmezH&uBUYats80G
zME}1o?IBvvD*&T#8r!yQwy}-I#*J;K4I7&`wr$(CZQE#)4!ZXwqi5~;zy9@}^Bvtl
z>qc5P(Yl$|EwpZ>bsMeQY288VPFi=-x{ucVv>u@KAgzaJJxuEnT949tjMfvhUZC|N
zt(R!MOzRa|uhM#r*6Xz1p!FuLw`jdh>m6F}(t3~9`?Nlw^&zc~XnjoU6I!3q`hwP%
zw7#PCHLY)GeMjpDT0heIiPq1wexdant>0<=LF-RigKXx!fkA&UIISUQ4M}S#TEoy9
zj@IzBMxZq!t<h+WL2DvflhB%+)>O2nr!^C;*=fx|>+iJwL2GVW^U#`?)_k<)r?mjB
z1!*lrYhhZ8&{~w%;<T2ewG^$TX)Qx*Sz61{T7lL-X{|_WWm>DyT9wvnv{t9J2CX$|
ztwn2HTI<nTpVkJn2GH7w)+V$zrL`HY&1r2#YinBD(At*PcC>b&wIi*aXzfgE7h1d0
z+KtxkwDzF27p;HO+MCuswDzU7AFTsu{fE{;v<{|qD6J!C9ZBmbT1V45hSssPj-z!v
ztrKXSNb4k818JR1>l9k2(mIXS>9o$Ebr!9&X`MssJX+_|x`5V&v@W7`F|A8zT}taR
zT9?zhg4UI^uBLSjt?OuAPwNI+H`2O^)-AMdrFA>4J80cW>n>V%)4G?|eYEbU^#H90
zX+2Eq5n7MZdW_cNw4S8(6s@OeJwxkRTF=pXp4JPrUZnLhtygHhO6xURZ_s*^*4wn+
zrS%@I4{3c&>l0d^)B2LuSG2yS^$o4>XnjxX2U<VU`ia)hw0@=a8?FD+`h(V=v<BJ2
zp2ncR7>w57w1%WL6s@6Y4MS^KTEo#Ap4N!8Mxr$`tx;%=N^3M)qthCb*7&q0rZpL@
zDQHbeYie54(wdIe476sVH4ClTXw5-uE?WPfH8-t!Xw6G&K3enBT7cGqv=*YZFs(&s
zElO)KT8q<Kg4U9>mZG&Ztz~E}OKW*rE71BUtrcmlL~CVQtI}GH*6Os@q_q~UwP~$O
zYdu=)(;7f)Ls}cr+L+cRv^J%+8Lcg7ZAoh@T3gfFhSs*Uwx_idtzBvDLF-?%_N8?I
ztpjNtMC%Y*htWEm){(T1rgbc><7u5p>m*tOX`M{#6k4a!I*r!pw9cS)Catq*olWZ;
zTIbR_kJkCLE}(TGt&3<~OzRR_m(se7*5$OWpmi0kYiZp;>t<TF(Ylk?-L&qZbuX>^
zXx&fi0a_2zdWhD;v>u`LD6Pk6Jx=QhT2In?iq_M#o}u+Dt><XHK<h<XFVT9L)+@AL
zrS%%E*J-^$>rGm3(R!QKJG9=V^&YMFX?;!W8(QDe`i|E3w0@xVBdwok{Y>i@TEEiz
zjn;o@{Z8u-T7S|Sd+Y!ES>w<em)3Z+#-}v_tqEyOL~CMNlhB%!)?~CMr!@twDQQhb
zYie54(3+OkbhM_YH3O{~Y0X4yW?Hk*nw8dUv}UI@2dz12%|+|)wEjVBZd&uunwQpm
zwC1O^0IdaSEktW!T8q$Hl-6Rj7N@lYtqo`mptT{bjc9F5YZF?V(%OvH=Crn;wI!{s
zXl+ev8(Q1b+JV-Nw05GkGp$`{?MiDmTD#NQgVvt3_M-JKTK}fCH?4hW?MrJvTKm)b
z53M6<9YyPCTF1~jmez5!j;D13t&?aCq;)c_Q)rz^>oi)Y(>jCJnY7NLbvCVYXq`*z
zJX+_|x`5V&v@W7`F|A8zT}taRT9?zhg4UI^uA+4{t!rpqOY1sX*VDRz){V4oqIEN^
zTWH-%>o!`q)4GG!U9|3@buX>^Xx&fiL0S*ddYINDv>v7P7_G-?JxS|nTF=mWmevcj
zUZnLBtygHhO6xURuhV*i)|<56qV+bd_i24V>qA-}(fXLyC$v7L^*ODtXnjrV8(QDe
z`i|BQw0@%XGp%1}{YvXMTEEl!gVvw42HD1aGY0*|;IxLIH6*Q}XbnwkSXv{{8j;pW
zv__^iDy`9JjX`TnT4T`~o7OnA#-lYptqEvNNNZwRlhB%+)|9lSrZo+%X=zPIYkFEU
z(3+9fOtfaEH4ClTY0W`vPFnNPTA0=%v=*hc1g#}$Ek$ctTFcQ|k=DwzR-v^jt<`C*
zL2E5qYtven)&N?Y(Au2VmbA8_wKc76Xl+kx2U<JP+KtwpwEjiw-?a9nwI8kj&^m<H
zp|p;mbrh{*XdO%II9kWkI)T=Sv<A{Th1RLGPNQ`Ot+QyIN9#gb7t^|g)@8J=pmim!
zt7%<J>v~!@(z=<}t+Z~ZbqB3GY28KZZd&)yx|h~{wC<<%0IdgUJw)qaT943rl-6Uk
z9;fvLttV+cMe7+_&(eC1*7LMpp!FiHmubC1>s4B>(|Uu}o3!4h^$x9fX}wSD16m)_
z`iR!Yv_7HrDXq_GeL?F>T3^xnn$|b8ex&sat>0-4vYow#L4PqAts!U)MQdnU!_pd_
z)`+x5rZp<9(P@oIYb;u0(;A1?xU|NjH9oBgXiZ3KB3cvEnuOM*v?il9Ijt#ZO-XAi
zT2s@ShSs#SrlU1Itr=*|NNXlqGt-)d)@-z9r!@zyIcd#B>mRh{rZo?(d1=i@YXMpd
z(pretBD5B#wG^#oX{|tOC0eV{T9wvnv{t9J2CX$|twn2XTI<kSm)3f;)~B@rtpT()
zq_q*PjcIK{Yg1aA(b|I6mbA8_wKc76Xl+YtJ6hY*+JV-Nw05GkGp$`{?MiDmTD#La
zkk&!84yJVotwU)YM(c1|N6<Qw)={*MrgaRhV`&{n>v&ox&^nRUNwfyiI+@lfv`(dU
z8m-f5ok8nNT4&KZo7OqB&ZTu8t@CMJK<h$U7ty+y)+MwqrF9vt%V}Lf>q=Tz(Yl(}
zHMFj!bseqiY285UMp`$~x|!B3v~Hz!8?D=E-9hV4T6fX9o7O$F?xl4ft@~*`K<hzT
zZ_#?2);qM`rS%@I_i24V>qA-}(fXLyC$v7L^%<?tX?;QKOIlyi`kK}^w7#YF9j)(a
z{XpwST0hbHnbt3~ex>yrt^d;coz@?;{-ia?4$cSo+b;&CH5jeIX$?VZNLoYD8k*KH
zw1%ZM9IfGLjX-NeTBFh$jn?S2#-KGOt+8m0O>10Q<I|dq*5tINpfx3}sc212YZ_Y9
z(wdIe^t5K6H6yK=Xw6J(7Fx5?nvK@%wC12S7p=e3`UkDKY0X1xK3WUVT9DR4v=*kd
z2(86vEkSEZT1(Mdn%1(kmZ!A>t$)&5k=DwzR;9HXt<`C*L2F%F>(knb);6@Zr?nHU
zU1;r2YcE>+(%O&K0kjUJbr7wCX&p-Ia9T&uI+E5=w2r2A46Wm69Z%~7S_5gFOzRX{
zr_wr&*6Fm)pmip#b7-AQ>pWWL)4G7xg|sfBbqTG@XkAY03R+jvx`x)Zw63Fd1Fair
z-AwBiTDQ`=jn?h7?x1xit-EO5L+d_T_tScS)`PSjqV))^M`=Ay>j_#<(R!BFbF`kP
z^#ZLIX}v`2Wm>P$dX?5|v|gw62CX+~y+!M7TJO+$kJkINKA`m>t&eDZOzRU`pVIn_
z*5|aop!FrKuV{Tu>l<3%()y0p_q2Yb^%Je1Y5hX$S6aW(`Y)|NX#Gj+Z#)0r(;Af4
zV6+COH3Y4pXbnwkSX#r;8lKh&v__;gGObZ)jY?}YTBFk%lh#<Y#-=q6t#N6MM{9gq
z6VRHF)<m=>rZowz$!JYZYYJLZ(wd6a)U>9hH65)PXw5`xW?Hk-nvK?+wEj-(AGGGB
zH6N|{X)Qo&L0SvZT7=f3v=*baIISgUElF!>TFcN{me%sLR-pAyS}W07nbs<_R-?5#
ztu<(^Noy@yYtveX)_Szor?mmC0kk%xwGpk&X>CPoJ6b!^+L_iaw05Jl2dzD6{fpM#
zwDzU7Kdt}JI*8UGv<{_p7_Gx;9YO0zT1U}3n$|J2j-_=Rt>bB(K<h+WC(#;6>ttG|
z&^ndYX|ztKbtbK|Xq`>#99rknI*--`v@WD|5v@yTT}taRT9?zhg4UI^uA+4ft!rsr
zN9%f8H_*C~)=ji-p>->*+i2ZR>ke9X(Ylw`1GFBd^%$+EXgy2od0H>fdWqI6v|gq4
zI;}Tpy-n*~TJO{PfYyh!KBDz8txsruO6xOPpVRt+)>pK?ru7Z2Z)tr;>w8*1(E5?q
zPqcof^$V?EY5hj)zqEd*^#`p#X$`vT|9!3@XbnwkI9emp8im%Vv__*fI;}BijY(@P
zT4U21ht{~X#-lYptqEvNNNXZm6VsZ6)}*v1qcu6LDQHbeYbsh()0&3Xw6vz9H9f5v
zXw67#CR#JonuXS^v}U6<JFWGP{{MT_2DApy+K|>pv^J)-39U_OZANQzT3gWClGawV
zwx+cWt!-&-M{9dpJJ8yR)-JUEO>1vj`_S5#)_%11r}ZCN2huu-*1@z6p>-Io!)YBs
z>quHh(K?#eF|>}QbsVkZX`MjpL|P}&8c6G8TBp!DmDXvrPN#JStutwzMeA%@=g>Nr
z)_Jtfr*#3X3u#?M>tb4$(7Ke?Wwb7*bp@@fXkA0=T3Xl9x}MgJv~HqxGp$=_-Ad~=
zTDQ}>lh)m|?xA%rtp{j5Nb4b5kJ5UK*5kCEp!FoJr)WJ*>ls?l(RzW_i?m*%^)jtj
zXuU@3O<Hf!dYjfewBDul0j-Z{eN5{UTA$MTjMf*lzNGaPt*>c)OY3`DKhXM-)=#v4
zru7T0UupeD>vvj%9OJzO2K~k0w1%KHB(0%n4MS^KS|iXJiPk8zMx`|xt<h<XL2FD}
zW6>I$);P4rr8NPq329A4Yf@U1(VCprG_+=*H8ZVQXw6D%Hd=Ggnv>Q%wC1HXAFcUm
zEl6u2S_{)!l-6RjmY}r^tz~H~M{9XnE7Dq-)@roYptTOI^=S>DwIQvIXl+buGg_O|
z+LG3`w05Ai6Rn+T?M7>NT6@vjo7TRx_M^2wtpjNNht`3#4yJV|t;1;@LF*`5$I&{G
z)<9Y((>j&b>9o$Ebr!92Xq`vv0$LZ*x`ftcv@WN01+6P-T}A6^TG!CJmezH&uBUYa
zts80GMC)c+x6rzk)@`(Ir*#LdJ89iT>mFM7(z=h<{j?sS^&qW>X+1*gQCg4FdV<!I
zw4S2%G_7Z7Jxl9(S})Lgk=9GJUZ(X5tygKiPU{U?Z_;{;*4wncqV+AU?`i!+>la$T
z(fXa%pS1pVobT@#>=#4O8j991w1%TK0<Do~jY4ZQT4T~0i`Lk*#-%krtqEvNL~9aS
zlhT@k)>O2nrZpX{8EDN&YZh9I(^`VoQnZ$)wJfdWXf01`1zP{4wIZ#RXst|Z6<Vv(
zT8-A~wAP@tCatw-txankTI<qUkJkFMHlQ_t)`qk;qO~!tO=xXOYcpD#(;DO_=OO&<
z7lYCojMm_^hM+Yht)XZQO=}oh!_pd#*6_4Opfw_`k!X!fYZO|e(i)A{=(NV5H72dG
zXpK#499rYj8jsfav?ic6A+3pMO-ySNT9eY6jMn6|rl2(?t*L0uLu+1I^U<20)&jH^
zq_q&Og=sB9Yf)N@(OR6=610}2wG^$TX)Qx*Sz61{TAtPlwEjtJMOrJ-TA9`=v{t3H
z8m-l7twC!|T5Hi-o7OtC)}^%`t@UYbKx+W44QXveYhzlQ(At#NX0$e^wFRv$X>CPo
zYg*gT+LqRKwDzI3FRg=U9YX6cT1U`2iq_Gzj-hodt>b7NPwNC)C(=5J)<9Y((>jIL
zskBa`bvmsxXq`#xELvyNx{%f-v@WN04Xx{F-9+maT6fU8i`Kog?xS@-tp{j5Nb4b5
z57T;t)}yo@qxCqgCuluQ>ls?l(R!ZN3$$LO^%AXDXuV47HCnIJdV|(mwBDxm4z2fS
zeL(9&S|8K;gx06DKBM&otuJYPMeA!?-_ZJw*7vl2r1cZ6UugYG>o;2erS&_lKWP0)
zYmgwnF^K;+D6PS04MA&2T0_$shSqSjhNm?Gtr2OBOluTcqtP0j)|j-$qBS<HacGT4
zYkXQ0(3*(W#Iz=%H7TvhXiZLQN?Oy<nwHjdw5F#u6RnwP%|dHdTC>rbgVvn1=A!iv
zT65Eyht_<w7NWH<twm@pPHPETOVV13*3z_=p|vcn<!CKWYXw^Wq_rZgm1wO@YZY3n
z(OR9>8no7=wHB>)Xsu6c0IiK_Z9;1^TAS0_lGfI=wxP8xt?g)SPiqHSJJH&i)-JSm
zrL`NaJ!$Pl>tD3?rnL{PeQE7SYkyh?(E1Op18E&h>kwLp(mIUR5wwn^brh|mX&poB
zSX#%?I-b@Ev`(aT60L!>PN8)wt<z|oPU|dMXVW@|*15FKqjf&53us+P>mphg)4GJ#
zrL-=ibvdmoXkAI`Dq2_5x`x(uw63Rh1Fair-AwBiTDQ`=jn*Bs?xb}Wt-ER6OY1&b
z_tScS)`PSjqV+JXM`%4t>oHo7(|Ur|leC_q^)#(#Xgy2oIa<%tdV$u9v|gh13a!^@
zy+P|OT5r>OpVo)8KBDy*t<PzFN$V?G-_iP>){nG)qV*fCKWPp2+y6UWL(m$M)=;#D
zrZo($;b;v{YXn*&(Hfc7D6~eUH9D;^XpKp0EL!8x8kg31w8p130j&vXO+;&AT9eS4
zl-6XlCZ{z8ttn|uMQdtW)6klh)^xO{r!@nu8EMT#Yi3%r(3+Lj?6l^j^><ox)0&Ug
z0<;#UwFs@nXe~)=DO$_WTAtR*v{s?DDy`LMtxjtVT5Hl;o7OtC)}ysPtpT()q_r`v
zO=xXKYjav#(%OpF*0i>vwJojfXl+kx2U<JQ+KJZAw05DjE3HFl9ZKskT8Gm*g4U6=
zj-qumtz&2%OY1mV$J082)`_%EqBW4#$+S+Pbt<jXXq`^$3|eQ>I*ZoXw9cV*F0Bh`
z-A3znT6fU8lh$3d?xuAQt$S(RN9%rC572s$)<d)&ru7J|M`=Aq>v397(0Y>AQ?#C@
z^$e|NX+1~ld0H>fdXd&kv|gt53awXZy+-SGT5r&Llh#|b-lp{qt#@g?N9%oBAJF=c
z)<?8Hru7M}PicKd>vLLP(E5_rSF{ET%HG7_zZinnkhF%PH8ibZXbnqiI9kKg8iCe`
zv__&eGObZ)jY?}YTBFk%gVva|#-cSgt#N3LOKUt@<I|de)`YYsqBSwCNoY+<YjRps
z(3+CgRJ5k1H4Uw4X-!9KdRjBknvvE_v}UF?3$0mc%|>f>T65Eym)88W7NoT>twm@p
zN^3D%i_=<y)>5>VrnL;MWoa!(YXw>>(prhu%CuIYwJNREX{||XEm~{ST8GxUwAQ1w
zKCKOC4WP9lt&M1HOluQbo6_2h*5<UfptU8ft!QmcYa3eI(%O#J_Oy1OwIi*aXzfgE
z7h1d0+KtxkwDzF2C#}6`{fpMWY3)sGA6om;+K<-$v<{&4A6f^}I*8W6v<{(lD6PY2
z9Zu^AT1V14iq_Gzj-hodt>b7NPwOOF18JR1>r`5&(K?;hnY7NLbuO**X<b0;LRuHm
zx|r4_v@WG}8Li7{T|w(gTG!ILj@AvdZlrY+ty^f_O6xXSx6`_t*1fduqjf*62WUM=
z>mgbX(|Ux~qqH8U^#rY_X+2Bpd0H>fdXd)4v|ge0Dy`RPy+!M7TJO?&kJbmYKBV;#
zt&eGaLhDmnpV9h))_1gip!FlIUugYG>knFk1mk@Q2K~j5w1%QJ9IfGLjX-NeS|iaK
znbxSZMx!+bt+8m0O=}!l<Ix(Q)`YYsrZowzNoh?^Yf4&E(VCjp^t5K6H6yKAXw6D%
zc3N}Lnv2%lwC15TFRcY=EktWkT8q(Ig4R;BmZr4~t>tK~Kx;)>E74kw)*7_dq_r-s
z^=NHCYXGfHXl+Vsb6Q)_+J@E+w05Dj8?D`G?Lli#T6@v@H?6&C?L%unTKm&FfYyI#
z9YpJ3T8Gd&l-A+2j-YiUt)pliP3st1$I?2E*73AXpmidxlV}a3buz6}Xq`&yG+L+A
zI)m1kw9cY+Hm!4LolEOHTIbWckk-YtE~Rxjtt)6<L+d(P*VDS0)-AMdqjfv2yJ_7+
z>poid(|VZJ<FuZl^)#(#Xgy2oIa<%tdV$tUv|gt5Dy`ROy+P|uT5r*Mht|8a-lO$C
ztq*B^MC)T(pV0b@*5|aop!FrKuV{Tu>l<3%()y0p_q2YX^&_pHX#Gs<7h1p4`i<6q
zX^j~C|GlV@XpKy36k4Ow8jaTIw8o@07Oin;jZ15MS`*Nkh}OikCZ#nQttn_tNoy)v
zQ`4G;*0i*yqcuIP8EDN&YbIJV)0&;uVzd^gwFIptX)Q%-X<EzBT9(#ww3er}0<C}2
zT9MXDv{t6I3awRXtww8gT5Hf+lh#_a)~2-%t#xUwM{9jr8_*g+YeQNa(b|~SCbTxC
zwHd9=X>CDkOIlme+M3ojw6>+S9j)zY?LccsT07C&nbt0}cBQo&t;1;@LF-6bN6|W(
z)-kk>rF9&w<7u5h>qJ^7(HcnWWLl@tI+fOGv`(jW2CXw`oki<xTIbL@m)3c-&Zl(&
ztqW;gMC)Q&m(aSD)@8IVr*#FbD`{Ot>uOrp(7Kk^b+oRhbpx#%Y28HYW?Hw<x|P;#
zv~H($2dz74-9_t3T2Ik>j@ApbUZV91t=DM1PU{U?Z_;{;*4wn+q4h4U_h`LO>jPRJ
z()x(j$Fx47^(n2-XnjuW2U<VV`kmIFv<3^odj$;fi(zODM{6WnBhwm%)~K{bqcu9M
zF=&lRYb;u0(;A1?xU|NjH36*&X-!0HVp@~XnvB-uw5Fgn4XtTuO;2kES~Jp`iPkK%
zW~DV7t=VbKL2E8rf2TD!t$Aq8M{9ms3(#7S)<U!vrnLyIMQJTTYe`y5(^`hsvb2_?
zwLGnV(pr($%CuIYwHmF}X{||XEm~{ST8GxUwAQ1w0j&YFHlnpLtxaidMr(6gThQ8)
z)>gE(rnN1t?PzUJYX@38(%OmEF0^*1wFj*|Y3)U8Z(94%+K<-$v<{$kAgzOF9Zc&G
zT8Gj)jMfpfj-hodt>b7NPwOOF18JR1>l9k2(mIXS>9o$EbtbK|Xq`>#99rkmx`5V&
zv@W7`39U<MT}JClT36A!n%1?nuA_A$t($1wLhE)~chb6x*4?!3p>;2<`)J)y>p@x%
z(R!HHBeWi+^#rXaX+1^jX<E<FdY0C6w4SH+0<9Nmy-e#BTCdW2jn*5q-lX*wt+#2t
zL+f2y@6mdn)(5mcr1cT4k7<2M>oZ!P)B1weSG2yS^$o3WX?;iQds;ux`jOU8w0@@b
z3$0&i{YLA*w0@`c2dzOu@_qn+`^BKN2B$Ryts!X*MQa#Z!_pd#*6_4Oq%{()k!g)W
zYgAgJ(HfoB7_`QuH5RS0X^lf`Tw3GN8lTn#v?ioA5v_@7O+sr@T9eV5oYoYyrld6$
zt!ZdYM{5RJGtruv*6g(Aq%{|<d1%c`Ykpb_&{~AnqO=yLwFIqYXstkNC0Z-fT7}lC
zv{t9J2CcPdtxankTI<nTpVkJn2GH7w*2c6pp|vTk&1r2xYfD;N(b}5UHng^-wH>YP
zY3)F3M_N14+L_iaw05Pn8?D`G?Lli#T6@v@7p;HO+MCuswDzU7AFTsu9Z2gCT8Gg(
zlGf3*j-z!vtrKaTOzRX{r_nl-*15FKqjf&53us+P>mphg)4G(_WwfrKbtSE<X<b9>
zI$GD$x{=mRv~HnwE3MmT-A?NcT6faAi`Lz=?xA%rt@~)*PwQb?uh4px)@!t0r}YM{
zH)*{^>up-^(0Z5Fd$iuC^#QF9X?;ZNV_Kik`jpmZv_7Zx1+6b>eMReQTHnz6mezN)
zh7I-q{?u@^hNm?Gtr2OBL~CSPqtF_a)@Zawr!@wxF=>rOYiwHM&>EN4c(lf+H36*&
zX-!0HVp@~Xnv~XLv?ixD1+6J*O+{;JTGP;)mezE%rl&Ontr=;}L~CYRv(TEA)@-z9
zr!@zyIcd#B>+iJwL2GVW^U#`?)_k<)r?nETm1(U)YgJmS(OR9>8no7=wHB?lX{|$R
zU0UnWTA$Viv<A@Hkk&@DHm0=+txaidMr(6gThQ8))>gE(rnL>NZE0;sYkOKd(AtsK
zPPBHWwF|9XY3)X9cUpVU+LP8^wEjiw-?a9owGXX*Y3)aAe_998I)v6?w2q*46s@Ca
z9YgC_TF22kp4JJpPNa1bt%0;op>-Oq(`lVS>r7f_(K?6Ld9==_bpfplX<bC?Vp^Bb
zx|G&sv@WN01+6P-T}A6^TG!CJmezH&uBUYats80GMC)c+x6rzk)@`(Ir*#LdJ89iT
z>uy^2(7Kn_eYEbU^#H90X+1>iVOo#SdX&~<v>vDR1g$4&Jw@wjTF=mWmezB$o~QK!
ztruy%MC)Z*uh4px)@!t0r}YM{H)*{^>s?y!)B1?k$Fx47^(n2-XnjuW3tC^&`ij=q
zw7#MB1Fauv{Y2{*TEEizjn?n9{-E_ItwBO_zmCCwF%+$#X$?bbSX#r;8lKh&v__;g
z60MPGjY?}YTBFk%i`Lk*#-%kLt?_A1NNXZm6VsZM)|9lSrZo+%>1a()YX({~(wd3Z
z%(P~qH5aYF)0&&s{InLNwGgd^X)Q@>DO$_ZT7lL|v{t6I3awRXtww7NT5Hi-o7OtC
z)}^%`tqo`mptTXLO=xXOYcpC~(AtvL*0i>zwH>YPY3)dBXIi_^+LhLxwDzL453PM^
z?N94Jv<{?oFs(yr9YO0TTF25lp4JJpPNX%E)+w}3rF9yuGiaSf>l|9=(z=k=#k4M=
zbp@>}X<be08d^8dx{=n+v~Hnw2d#T(-B0TQS`X5Ch}I*t9;Nj-ttV(bN$Y7^&(M07
z)^oI8p!FiHmuS6A>s4B>(R!WM8?@e}^%kwSX}v@1U0UzadY{$@v_7Qu5v`ADeM0L~
zTA$JSoYoh#zNGaPt*>c)L+e{w-_iPk)=#v4rS)H0ztj3#nE&^i2BS4Nt)XcRLu)u%
z!_yj>)+n?_qcu9Mv1yG@YeHHR(VCdnB(x@_H5skRX-!FMDq7RfnwHk|v}T|+BdwWf
z%|dHdTC>rbgVvn1=A!j?T65Eyht|Bb=A$(~tp#W;NNXWl3)5PJ)}pi)qqR7#C1@>4
zYbjbw(^{U^`m{EnHGtNJv^Ju(F|AE$ZANPgT3gcEn$|Y7wxhK@tsQCYL~9pXyVBa7
z)*iI>q_r2Vf6@9kt-WdOLu+4J`_bB;)`_%EqBW4#$+S+Pbt<jXXq`^$3|eQ>I*ZmF
z(f|KH*PXQPrFB282WdS_>rq;d(R!TL6SSVB^%SkAX+1;hSz6E0dY;w`v|gn360MhM
zy+Z3%TCdT1oz{D_KBV;tt<PzFL+d+QKhgSy*6+0bq%}wk?r-q7UkplXFj|At8iLl4
zw1%QJG_7H14NGe{S|iXJk=97GMy53it<h+WPHPNW<IozH*7&q0pfw?_iD*qiYf@U1
z(VCpr6tt$IH8rhiXiZ0JdRjBmnu*pdv}UC>8?D)C%}Hx6TK}LmH?4VS%}Z-OS_{xx
zkk-Pq7NNB$t;K0AL2D^mOVe70*0QvgqqRJ(f6`i!*2=V2p|u*V)oHCkYfV~f(OR3<
zI<(fMwH~eYX$_#YA+3#QZ9;2PTAR_@oYt1KwxYE)t!-&-M{9dpJJ8yZ)=so`p|uCC
zJ!$Pl>tD3?p|vlq{b(IP>p)ru(K?vcA+!#qbr`L~X&pi9NLokHI-1sTw2r5B0<D3x
zPNsDVty5{8PU|dMXVW^5*7>w9q;)Z^OK4q6>oQtb(z=S))wHgqbseqiY285UMp`$~
zx|!B3v~Hz!8?8HN-AU^%T6fdBht~bH9-#Fgt%qnmOzRO^kJ5UK*5kCEp!F23r)fPy
z>seYa(0Y;9OSE35^$M+5X}w14by{!GdW+WEwBDihF0J=yy-(`{S|8H-h}OrnKB4s~
zt<PwEPU{O=U(x!S);F}iqxC(lA87qZ>t|ZO(E63uZ?t}=^#`p#X$=yS^9KI*i$Q4(
zMr&|dL(m$M)=;#DrZo($VQCFVYj|2C&>E4}NVG<#H43d!X^lo}bXsH38k5%8w8o`1
z0j-H>O-yTYT2s=Riq>?rrl&O{t(j=eMr(FjbJCiN);zQpptTUKg=sB9Yf)N@(^`Vo
zQnZ$)wH&P#XstwR6<Vv)T9ek=wAQ7yKCJ<?Hlno&t<7j{L2D~o+tAvD)&aB*rFAr|
z6KI`CYap$YX`M>zG+JlSI+NDfw9cV*9<B3fT}bO9T9?qel-A|6uAp@#t*dBVP3sz3
R*V4L<*7dY*pmigy{{fRv_#*%S
literal 0
HcmV?d00001
diff --git a/log/zPythonScripteTest/err_n_plots/aa_REAL_Init__Rho_.png b/log/zPythonScripteTest/err_n_plots/aa_REAL_Init__Rho_.png
new file mode 100644
index 0000000000000000000000000000000000000000..56ac1fb113e9efe8b5b9e9e72e58dba397ca9448
GIT binary patch
literal 12844
zcmdsec{tQ<`~H-6m1nf5gr^ZIMG-=18QG&`H<W$f_r28?l6{Lpc4F*niI9CAlVybL
z3??&}VSe|h2lKw~^M2p=`_Jz<zQ>V2G@rRY_j29Wd0yvv@m07hap=IQ0}u%0kd!3+
zJ_NE;75seMw-fx&$15?(5Xcpr6#V7`r`Xv6XSWAG(BuWvyuBfRNbbDl^??@trx`3G
zQ+?O@3kr@k%DWia{M6xk_oh4ccBQx1Jy(LS?O#53|0ev^u9v(0cRu#I`1sk`vwGU>
zA$ntky532<*DoJc$Cmt9FV|ifu^Q9lB{XF$xwyBw$J@%fz7F3Hfs`)dmcT^j*-o8-
z+%Ua*3*yyd^b7*YYTvg5qMiud3CX|1x(i|yaAzN+?Nq=YkOaQ}OAi)6wCNy_A$!zI
zmwufz2edIy)RU()PoL7TR>x?1I3pd*b?NDa4wX;&&Cj<9Vf22ao0Ewx2GA1Eo@c_A
zEI*cRGCl`86P<@PGeFjw6&^hn7S~X}Ha?g*Ex_*mY?s^#&+aweI`0>Ih%R1x-a>bJ
zamliGet4@Qv~FCWeknYCaq(+^|GWNjSVlKH%mDc#WJwC+8IPag?JTvkm@WHs${P${
zI*;S6SSI}x(!Oxv0+H*7<l@|CVTW~9B_-Qc*|}JWLG=n73%du;K0Uq4?5_`jbmUL!
zqY!<T4ex{pU5Vd&d(T17pF4*ro^aO=YTO6T_@k%YBt5Z+fqe87{aKh8X?py2+GHhj
zFp6^O<mB7L@FN^r=9qOIoS3`t37X3i`yf{K1HF|j?xZXq(sHMifOnjzyG5glm|KL+
zsOH^A_pH^B2H&r=%jKMEvmdP=WXNxOpOgeMCcI5by3HYPFdoNUsG6Rb2vaXKb6Dyg
zctKae!<8+rTNR{13AqgXtj0HimN?E#9K=6)b=HxbJNG$GIioul*I!a?JAQyJ`F)P+
zQuoBY{kF`j?y|Cq1QtDhjUM-W+*(0jV<TrA!SIbpyfdCeM_v_NXqHQqU~4M1EO#I4
zV5CH|%G<Y}Zr<E+T*ltmSX^IU$;v7Lm(ktLC*P#8j`#{CigA}+OtPO&9UA&LGeasb
z*CDp#6k*BVwZ%9p@m`53J>g(z-JmMh#Rq}9@_L<(U>V0x9DNm`5*mjXa>^JeQ)IYQ
zuDkq!bJ{uO4mf6rW>|RitmC@{9PjQur4D}fEOY11r~MI}jnFkD8TWV7l&uiSdBda2
z3z>9c>v;cWOrKfdlP4W}4LP#amQ;}jj|#+wN7G`7EKU_4Qf1*J63HUcsvFC3cxo^!
zYs712<_UMvj0O@v4Fc!@Qh$(iOkTu!x)`%mHK83|%LA6IhF-x37z97^@L-QnnMKSK
zj^ub?XT7}-&V8SF0_#Xq%viy#&ky4WyY{U5*RPQ1i3qf2Xm~W4$Fih?_DjuGcWj(D
zd2#u{IM+E?g!bUfoUyLx`g{ZD$Oyc~q@ZHHqpmJcU#kgw9tMu^hIwD%T4QB9($HIo
zZUR%)IAWW!Yu7SrW$MG*1>{`JL(Cv4$TK`#x%l+F%dlZe>!_dP1Khmhy5rp<&Tm};
zuT#gqdwSX{y9Hf?=BlPgTrX=eKq7{UR*r3i>-mcp2j(X&hz{<ZHlF3gZ{MWa(E%ZQ
z#P7WDl~ht{&Q7}B!mV%c2J^F)fS;}PpEE<lI@X+S-F^~&u@Wg2@({YRvW&KLWHM_*
z8C?bmY)EXeg#kkzV#FUrr7PibbyvGY-z%ml@82KSUnMUo+14y@DA$rj)aJ`d@)Bc+
ziAg4m$IQsBsxpp|C%q>tTE5aa)tv|~>!I_;*C+`QewG*KHXIXUQ8pq@<Z1DOkZa{J
z_r@FKiN0U8_2c`F1c#*L#SyTBw!M{C?7z;xptJls`iMP53hqIge1<kNcKV*9(|ryy
zVYKo!D=KO{BR#$GYt!!M`f7%)eG%Ece8%*onb&15cr$H7bFgtQ+-iPYia`rV`;mDi
zoJ6b6imb)@JbSTgX|6l>J569<;6(4j;z%7bJ>BH+>Faz6o~Re7QVEdBnGk$Keo>rS
z$oO}5V_2+!fn9tQZ*~=F(O{|j#j{;}qpUMX7uc{{Zu!W8HOjSA3Fp@YM|4{34I6B{
z<rqTYtt&W^w)U_EYu-5~!kC73FBzSU@UL_iTACQN=>5RS8lyE<*)!@8_44URzKOkD
zfUcp3hp&5Li$CpvY0pf=S#<>ko3{lPZToiIP;?v=HNg(*lKWjBz<2H>vAhv!_;HwL
zaH#k?X8rUK?QrqKT!&ZY2ah*GyxxP<S)F28#DP4*k*DRnq(~#$1>HqUE5n`NbFZWP
zQAp?^I9Q>(I3Jz%a+f*2J2Kv*(6A3htXT8CqyhgXHV1B0dioS?x`^{)MA_>*5)zs<
zXF$rkVM?>tp=`DXil1fBTD``LD_0TYg1wU(Z^;r*%F8n$2XUOzQq|Ima#_yzSzcLL
zD$koE4miD_q~;jGkyU1qZ@!XhQO=*LyOosqs?<A9Jk6dnz$|;l&zLxMk83AAP(k@f
z1~Jc8SKs0qb^;kGp$tR_oBv$-Ox_<*LAO!aVU3vbRcnEPYc(F<;rDH(s_-n9l2XRT
zwcqF}b1gA$Bd`30nJIy$qah)((0i1K_hy-ul@=XcU;bi*hS>~1%Mh<IK#Eit$+@?#
z+ka3uZxtcmv#<#EsrhmTAzT<(R>`*q!1tdp9tYWYM)rgGmSRK{oo9g<-<LHcd%h{^
z7JPBh4;!~aNR*g%FMf?SQ~O}G6c{Jw>r+*QQIsE?8g~p9W&lIX`-_RWC9XYQ6c^X0
zWvH?&&}wR2ilqc-2aeFoB5ysX`TeI@1*uwwg+;2-O7wkx{xGt&iul=_+l)LWL44!Q
z92?n2+&TBP=Z2;N9b{P?+&5l-ENP@7NA+Si(ewJkoU4XGzi^98{4oa9aD^kY$IODG
zd~8#pdKQ_0cBK3S2S3W<vg}Ecvhwg~h<bUQICTQLf8V_4aPIjdU$lP&1izvnS$m1%
zv>=^ao@I_Y(i~f<J4nm~m$!=0@)<eDh*jOKuBz&?Tp#5wMsfq0J&_iVMd_~y)48V6
z`uP~kckpmm@B!9#Pu*k?hcE%B(praHY-NZDi(zH`tfLc+$M)$j&vP;^cX0%5@THNi
zbN@Aoa$4O58LB?Y5MfEOBg~0-^YY@Pr8(av!T|9Y;IVg#;L2slJ&T)JX%!`Nv9Vne
zPDv;)=MfTmXPcr7VD9C~fjUgp+|luyzE(N+ARl+HIG{d>`(tu0YiQz$MB)I?QnV}i
zXBmLDFA<q)WovPcRhjAO*&<$C2ptCQ@<agk0o=J1rgzGut|fkqTh+Wk-F0ckifGO{
zGBQG1Te}-uziQK1DW~mbiA1x%tTI_I*Epq?XE2Me5fJc|1W7SPmboX<wd~cag#5&l
zd+FZis1fa*o%L~J-z}>Ih57l@udp4afW*_t=J2#4(fAk*yS3sSxbd}5t=Ou&{Os7f
z?lZmwGyXpRR(TfD%#=DdXXjc)i<JztS(K=`*=*g;l$3a4Bk5Sm-5&=}_s)hT^Iqq&
z{-Sdd3~Ba_<ZfYc&(5x9#FnEh|0?t(PjTI7jJIF?;xTQ$_j<MISq4b9N(s%`aCVrr
z^`+xn#R&NQ`+=uL-M)>`8*WT1DJjXfz8+d(DnE%1INdG-?+7#q4T}=tlDd2MSnzb+
zp;XHg1KCEMWh#52=v<sv9a{^y#9n(EzP2y~7n;AD7EUnlJ3+j2^JbbMTUeNq;P?UY
zBvX`&N{F8%VQv<FmX)^^Nzb4ux&vbL%5|=?FtaK4Ra<T)O-E-dS^&oS`8ucdXm$Pj
zh?0|1aQG4EdG4H_nKiq?Wo!F0@eba>^J7ujVIRq|!Yhv+op}@1)ulR1WWp+>BqTuU
zJ~4+D4}rKFf?W%ZUT;{{gGTY_tB%OXvWLV}3u!MU)C7V&Wt53qVUy?9)Gbga;wRlY
zlRjx(SfB?9CE*^p_AJqHPW+rz_8DU`$1!R|9$)|a!y-)}B(6sU2MZ8`i}LaoHHu8$
zEU(hsYyMnuZ&(Rzo0oSWOKUW)USk|5^R3X=c@~RQFZ3x_W#cch)X6e!_TS6qKzWSg
zaPoVx#fd&PwquCWn#$6dN`vO=Q`*C-E5>P=HaJnX<YO>;X67k1U)nKnX&KDGMWt(Y
z&PYmn=a_TYH%FxH6<6=8*KKV>ZLj`>3dU;>k7fD!e-%H={vPZ$mn6uh*+lZ`ndvi<
z!#pVewyFX9`Lq-j6(uFQ(o!O>bpU~x?Yz!u+|I)zveqxZ_pSrBr?65N9I=n2tes+z
zOl&aawL>f#c+r)vuK*wb9Vq`<Eplk`3Bv=OD&oZIQUkxn0MbKEZAGGk2d;O6oXs3@
z4O|(oYLaXv*><tvMUvqggo>hWg>}b}xI6~>#}GLKGjvOa{Uyr;7VF5)>bStmqIxk~
z9?chXN#>1)ArejR;%L{e+4b}_c{RXuNf-iBbB3~|Myc7;W`h_9RAk-wT|Ca#k%J*f
zhLZEI8@~22Lzi0iJk8<2-o143Vpe*3L&N#rpW<KhCuIm&G3FB|E}M=me+j)d@~Iqb
z$zJ9h-LS+@gHCC;;F-$PufE$ds^+=((Y`%%lR5O-`U;q{0KGs|bNDxjJ9l1Oiu9Zw
zx;cQryDI3^fqUg;!;ZOX*ZXR@S$j@SS~N5Sp`dx6nR)OmKflSut7WMpd(kXx?aTDS
z^k*Qc)1RD|*2nuU=ZI;~O`maMu%#4`)+R?GUHT>;r|7TJ`%>yg@Z`Cs_~K!EQVsYR
z?D-8u6ZDi9oKjeV2fFkZIiM~~e?6M&FL;ZFlEl?n!9JHpvR;M!_0hSepuZob*8bU^
zKex(O#Y9K~*YU;^o3A<gW%trxo&3SyFReZOb_a-{-}BK_u!MkV-Y`9T3!(s)@p~lL
zE{OdV38Sr#PB?}yh<fONTA31kT*?94mQkC2?{DT!y`*ZAFQ?YuPGtMrB3Nvn4N8DX
z7zKdMnu2ZLG;!G0zN9v`ZrhmeG)gR%KbQVEN`GzXjyBznsl|~No^8VnPafH}JZq-y
z`*3#q)=O^R25ZBU+g9ha`fSIt?_X!6%4hOxizv6g=NjJu$kgx^*=;Y$Rs8}1JNtXr
zEOHIDc9eRvgZCY}vAJH#7(*O;ey@I5D{<S1)YB;rY}+<I{eQNim6anZ<$>`henn`i
z|M~4}-(1p0K=^JSUhIf(+w@lGn6yBT|2qs{3ZvZK_SXe1uIz(WOXVEzOIJdhkmF)R
zQdwwd{!Hu>P{~b9__V~S2QY_SHn3wMyI2&D-1G%38Nx8yhuF(-$)l>;%z8#JCd`wc
z)3dS1y-2oVY*1{C>)N#s3-J^@b{t&GOHcon%fZPh#>wfa(($%n+To&>lY}?^5~H>b
zh5y^9h3|8mAsMef=~m7tP-#6}gyH8A6>Y&_ur<D!ps4HvHIymJUGae?zvtkk0@@s=
zKF66zQT(hvx20y)6?Ah7U=bpq#)fs|SdO0$@dm7)>+IQcvqoP&J)Jb|@o=9}9eavA
zg7L6*Ff)6gD}CCC0+m-{E;VYQjSAFrSOgxfmy0d0tl8w{TE@4y6YVMuoLcMNI9YZw
zVCWc6iMgrDN2rH1=&cf}Swi~e-bARByVWW~0TY;c=~^d<Cty*@o>g3|5<gdeQ38@V
zdQ~O7WxlxPB#=LDAl5zD<H>@1kj6MdNr`xSJ2a>@Zf4@i;oEx%k#0Bzs9NQ4#uv9A
z$1)0|o5Poxty?ZNpW(``t=?VaFDd;s__MdXtLE@a3TnOz4F!Zk@SUSO(hIzgJ{a&D
zeSL!<F*ZR#C3rTAKtd%=DWd&704i9X?)VM>CX{*t;lUo#N<RH`lOHgG^7slq;K`Hw
zt(BHQfM_YX1)cm>Ft|Gv)=}Xq3~i`y!U4bsiPLLO$@rWpsQvcuXPOrN6O?uCtUNqT
z$RI0t1BD<6UWC2#^$CqoaZw(A0;V{1-=upYHMnAcWqvlB2G)^nE~~2QW5{w(QMbUd
z*wg#pPy|f#D1Ok!zH;iOFD31EB|m`KjktL<bkd?!vwA>1hq-F}A;;VH5r}fHI}MGT
z9!3ts=u8rz(A;WnhO?ZUM=4p!K8^g-_vOoSbWnL%SQw^M30H$+@iAeZn}#ANwf4u`
zbwP&B&ZAj?ftdHzl;a6%pc>Q4bSx}!?^Z`eGtf!TfDlRG3LD=Cbe?~t3fIf^s-tv&
zq$KBkZGN=H75p*1QJN611Nb>%d|PahwDbiR!qltfZ!`?aw0@FCMpj0WuY6)#xvgzg
zt?!li)YM#E`o*ZM9#sN@&}xfGOHDm(XHQVkelxkC^wi#@o##H>L&&P5`HHawFZ?Wf
zY1%KEm%tT|vF@wtDM5Rhp^2l4oS-(Z3!KDt&=NF5Q|N?{m=AVqt9mh6b81zYnIu-@
zlQ5nHPnBPx06DbuFUWysyO>V(^5gY&4?`Xs1~J^@+WWJM>7e9V>=%k@4sR<<92t8D
zP+B+lAS6}Bx0Z)|R}GK@*Xh}27|(3>6<$M4Y_hz+In&a7tdvZId2gOQChBEBV3z!q
z5@n5Cw9T#D>p+Aw9mII7%33^p_%SnTgi&!LrkCx3t~R(^T(5h|9E@peJC8T#?q&Gk
zWUwfATYNO2MlLNaWn6SUyD<Y4S+rxAZyAQ(cfzkxs&$04rUG_-rwBIEt+VaX?O_4W
z5`pt83U?iDT1z=QIfeB0roO#B%prGL&odN0A~QqLn4NKD5c||sr^FoZgjXNa1Xf-4
zDWF8fFyz+6_$7L>*u{;|t2zCsqDZd<{sFLt4XOZ^4R=Zd*bf9~N|3GfFwYWVYApW(
z?&KQ#XAwf1V68IiEjILS>v3v4%RI%m$sVXtxD=pU0<?Os6T2|Peq)IM`zU(nFHZ8K
z)qXql>iBI(fVsc$?w`Sdnh{WO3@Xk;O+Tn$ml}Hho{MZD=Y~$dL3lh{Ub?XSMVC@#
zp4ajyYtwz~+d?a<Hx<`LZ{t80nxI;XTTlM`>9+0rPSa_SM0DAAKyAq(HplyyQ!u5|
zow_4(V?GqdqC<ttW81-<`XkQ{Kf(ed&F>?Rs+pQTqq({@7phsyveUmsQJDKb6GT9S
z9*j_bm3kSQ9FY=PRLm~IcY0q%5SaAu^RGMomaz2_YJ!oyjgzMOPye+nkd)g_rQ89x
zg_=$>bTMwS(5~9uOWSA+^%SHYl-H_TTd#bPcLaLjHD2DFq<omr1=yLlotG579Vh8E
zw57(-xOn$<gtWA}!`+*p)V8yOkKfI@6C{0tw=}5Ab0D}Wk{)_xR!ZIBt=Nt>N$NAQ
zUpjTI19kgV{QXMn^>I*Ia;cL%o}-6tB7xL%NinB{AYVm$_^_R`ar3uXY&lV1Ny&az
z0NcUluuv^5ly5m1LN9#kjGNb;2>_A;^n0|xX4kKW#s$tY342CYJuK)pne9e?o-GP^
z85D#g5QME^(~Xyi{O$`CptiZZp1y*!u;$W6I=BMG6rQAwX;EaSn{KZ_NJ=VvYk&E4
zZzn2qt+c#6&lxvggo$NhWYo9vr3v^$^aiWl9oA=z(tNj&Xr85>aa&t|fWg1%1ghc7
z=s;SK$ikau1J{L>$<N+P`PimL&NnuV+RX-yKaF(_fu{5$uCudsO@G}_F~w%j;Tinb
zj*}p{Z6w-8y}VUY>y=2kn5x$1OMZcYPHuC05kURk#v3^6S~h7z0Wrj<rnW$}c*p@N
zB_(LHJa5dpf&Y+0uV24rhXKNnEkbJ~U<2odN(o2bQ#L5XZVC!mk+N;P;n(+WAlP#^
zW{^4K1~u+uFRg4ZG-uSsoI7{!Sn$`c>9MxYVI2jg6&X_ENv;G3*z4dZLsef|u6PLK
zYQ2b~wuZ97UC9Ym%#O*)@fk*ty<x-k&x7T-ZE=NAs2n`0yu9NBJp*9p3K0!SZT8Rp
zNm_v2SH#Ig=aZ45z%2=U8gSnFQyS2e#I4Tpt%WQ#z<Bh(UXF<Ptt{}puL-2w?$xa8
z?!*5J+OTr|f5RJkoFkiOV^pWrKkCT(G6998D|zws_qSa?C79jIfMg&O(W??MfXY;h
zY}^s39~=Jlf&f<WzWN#1_wR3CgcUCb#5L@Oq(1ydjX|M|nl<2*YsG)S=#O-E{ob)C
zrN?3_m^q>4@e=HV2M-PdX(5BV)y{T@wtsjqY_aokh(+b2Z|w)6zP=VFdcM4X_zdkN
z={62>#H*_*DTx5pHA1U6rIHx<4UH8o^>EK?Rwf+PQdV9M&OZn}*;bViydf$jT#o4`
zc-|F7zxvsPoCd~&z}-{j6O+O~8y}$aq$Ul+tM!^lblzx*J%7xlw~i8Zaks#cQT*Dg
z_37Px;aq(Wk?8jWd}9kGA#0@mfreVHLi?`Iw(P$3;aNljk!6>~xvuK!j`Z~C*w`m>
z+DWo8m3HLyk;jjBAPoWq0G*~Adrmk1P|NUoB!k7l(@x1b-hZAyzgHaiKZj3>7CmO`
zE2?;?{ZWVTH(~;#qE6k9BM=BS`hVmLT+igCXC$A^@1TFnOMj;Sgp(4THr>tpmGVnV
zf0P3);CDrN0NHJQl7)+F6ZlW~wh=cG;?Yt+??DFWU&wc^>Feoj7*VatH|4%re_p2F
zmf5Q%x54}YR_GRbo_i_W==2LqDe}8%?5W+5=L;v;v59~+C|59zPXmU_Z3Ou1Wv=*n
zQHp}K0Z7y%jy!R}ZjzJdS0pC>ZXU&`)GfTJj%58Qy0ub@=&<$Mc1_?PW(?mx{M`0M
zb1_m45=rknPah;3v5caDd=vp=pL+?uyX{w5K*D^tCLX*E8;{<BZJS(VSc<&Urg(Gi
zrQoe?>;1d0Eq^R!(RCBq^}PR^FbZ|si+azfPr)_d_nB;+0+1879sPx~)iNSi5K|an
z=of*ANT3|>_Fs?De@~_)tPNzRo;`ICU4PNAZQLfRV4&LC|15%18^2WC+2Rz`Z&p1-
zr6TZWQ=RxfoiWIFR*wqJ28xUt)W=1RSQfhs9#I?!1?8Z}@<I!Mzmq4O4UowIH?>5B
zWy`-$dAJLsR9*x3+A!WT;`QtBI7J05t&>blz!}MCPo)3ya&82xO_-FWlYRzx%Z0M5
zb9|+anB4I<<jcZkA9Fc`%l;HDdpNBk)_?iY(9B*>mgC2V@BfEVgJz^@9iB<}eUQ5=
zx{(oODeGW6UzkG>t1t>^Hkj_s?M67hoN^HFdmkLZBphDi+WI|+jLB{lNS?uX>U4jV
zxPAM{X*Say3wbx&5TBpZea^r!6)7#E-M?R2INEyt;c9e&Hj8lh%Fs;BFP6|9Nxv6_
z$2r*s!COE-;ED1;<9SO2^FE}SO*S$Dd*RTLJ)-!D=Esk#uEy<HD?2=au?NxypbUec
zda9|B3tC@cC&~ctp;5)`Sny=$mzHA3*paMN!gNQKc0@3%%WvYaUTC()DP!maR05?$
z2*lEv)mrh<BV(Y?w;<ZyN)Q}u$!<uWOiZNPyh5q_xSx_nvw;k-w#UQA{$N1qe1Fm>
zewOV={rAr)B3v8!`ng(GB^md?-o6=ciTAH(!Ioq@Fyu1|zC!_<l|N=S!(6PFaF!#*
zuYPG{PZy!^pUntJ&b5$W6)mmvuz}J7ds|hCkuK<RRS|xHGsC9kn4csnJJ&+G)X|ay
zb~4KOO<3{6K#Jz7XcPG1v7g^pc#R%UZDF>quitG=O<L&rix-Xr=kXxj4MDR*e<&P&
z6$*8Y0A9jwkXwh2;r(G|{4u!aM+)MazcK`W_@DqyOUo5P^>Ca!_tE;p-e0Qx2h5`V
zGjp9p8XB7P^z@*lxHMep?y|0~PFTmRAAgH5Q^x)22jdycp}iD_tp%m0zv`sm2-KOy
zjH#(;p&&GF;5*Cu64Hm_akYICq_oeJn(^_+llcrtls*t6$u{33YTQ+&xenYUVDOJ?
zlT_j0uynM$Cy!7PwUbPSa<k!}!1@mr0gK*Z;>X8|jst@4`;M7M^U)GloO<R&(pWP4
z?jaCIfMQ=CD<yjREVyDv@fvSf^J9ecRXg9ytsA0Ob;aTlAFS+WX#kkM*R50L5+3k0
zH$|9gT|bvg@%%oPWtSCVqQim)t{GcRD>u{ZBz>;F1?Xi@xpT3P-DLmjT-ldvfp(ds
z{0GV<&Yxd*9DwepqoXJil>M})v{wL(W+L~mcGJ-+27;Chv5KKWFNkN|`iAe3Z~*zk
z%|punc<@q%#x^|zeEX=fE^ZA|8y=(avnY95d{o|(gaD-gLd$$p&=5{yYW^cQa^n3j
z*8*~IsUODzdNFDUK4l|?!3Ek(g6|@HGPUE)klh1Mk$H<jN%}tZUh9b8(P@v)RE{Sj
z`YrPxjm(8&J3)(7yp~l=yf%}F5j7+E*D^*TsNxU44h|-)GRFJXukmu^n=&enU&+l%
zWPZad1qb;|VEPj(#4+Xg@o;6O?$ObsW~(s$Z$FcX1Qxo32P64x-E^g6b5-|HPNs6Q
zkT#>cbhL!-LQ^;pspO-scQprxSf087vpj1dEhi#ESa3vW1-v|{ahco$(%{v+n#Ulw
zU9KjwxY-VUOk<aO67RBjoIu!pEVx175EK7d4_t(6$ZNVEdJIP+LcP5Od;<bb37z%m
zsJV%kkh)q~(~{3&tfpIa+Ujx7nkwNuRAk^6UX{{Uu6zM?)EeuwYKP7FN8m;!@ZAld
zL}}HUMrPV(9eLDYf7U6b<D0yM3LfpzQ=YLGxsLx0w2ugFgHn6zoNeyHKk$R?Xfc&%
zlXGtig6*mG5NepAC<qh{#9}sXdXvp?0r`Ae1rO@^O_uc!wvB$^HU>uh8MQm1tP8jt
z*B0~PqEZ63{D>_bW4m$FrO&nviBtU>ISy`l1QfmDZ|3)JBo;G1Ad7tO*s@l(=0Fh!
z{&(g=X1__-7JWcaX%<vg3YE$6_oj|Ne4FtUaUh8G>WT|wkfMqGvV-nF3T(rmXy*Ah
z<A;IDrvS8vZ8H$Ns7_>a=xv5g*Y=J4`^l@BS291|L%rqTk`-UpD4f&C*UQ4a@fFY%
z!TP4nWl$7a&-htEml-oHt$W`12uExWK3iC#uI6eMcKP30AfDt>c|#WkN`sjKIyrcs
zsYzyQ)p9#S40*EG7SyB)CaYqFGww6(F*#+0+Ox0uOpB^;a}i2P-GL&&tOftdULVdv
z6zTrbEzrQPq|{~An!<(H-Yf1ieT`a!#U8qO#F2=c{?*zsPtXA+7tild!zU8MM=NH{
z<64`Z19}Cn6G#$q!Uc0(X<@j9|CW(ZT9-;Ql`-UQ1D+_-dh@8E4f$A$!H*ox0y+2_
zgbfPe7-)gY7I$(o!fG*TsR`-MC(MB*<dD`B$479Bei1pn7hs(!0q$#9f;Mltp{#5t
z=tf;%EA1CCZ(4L@HpW!ygDx0Mc$TH?M&bF<|M2N+pubeu(L_YgiY_AJy*wi)Y%g81
zM%?P`Uu2~CBq1<k&Ej8nL?}eGjyxRUI4>Vte>}J+D+c9}CKqD_1s;xJ>zJ?u`z8^2
z@h^x7x1VwQ132gnNM8e8hJyHj5AzDdJDa8lUr)2E19tE(oQDSo+8%C#+it&d{V=~M
z^za0#yS0@Yw7LYu&p8Z&W|Kigr8r#3!R#3NCl9fO!bd*mrriBY%K#k}nG}$}r>W@=
zd?=5f3q@q4*_!VWGzx*r(f6+pNwHDR>@OwP9r5t+K(Z8nvbK_I<_-|Jc(JD0b<ghI
z*AC+WqoHUB-OD%LKS9&oy&5IU;*pOFIV2TtCTTMh<ZHaz6;h<dmtZ<eAJQ<O)Ag&N
z0*I^-tdPg`={gqquEF?t?L1d`6LE2-6wUxRC37Hl`d(g|pWMqLoq1UU2xcpFuGwYp
zOk+}0=YMvVG&FekWDcyi*I}3iZN|d%3D2MHS}}P>sZ5I=C@G0uv2=cp<}uO3c5{vg
zGKaOjm$L(Y2I#>fExegl&WU9_etdC6o&&RrY5v7my7ZAN>p54}7k&(umk)#PiZPKZ
ze1Cq#{OAV#%VXDnx<Xf~TB|rO@sUvsj>N*A(w=fBg$*~*sqyjC$qgg#!-qB@x)Y%H
z#s~E1gm55hjel7#ec_?XK9WvOsi4(@f(Q2YveA>%XRb<HXa$pqhk5M%e2nO!?McPO
z{T_N7wu{1Zw2f$0lDL2UYC5G)qh@^{2c5L$E5Pvvb*k#uegZml_}qmHoLpQC!DG$U
zGp_3SFOLStAC9%d6;fL-5X(ta5z>b=pEH8DP>ER^i$8PbCSD_9qge;82V55o5nRYW
zwPirc^#QG)?JK%?@#5MvEsK&0s<_-`^=Aoca9I{^QDv?N8i3u$pDoa=t*y1_jdFR6
z(fB8SORh01yy$EZ2e|sgK)bc=JvwQMn+F-Br>FnfG%O5wtb>Q^P@u7AAAV^aI9>;k
zY{2zg4Aa0ySLSCn^;c+U5OI++|7E)dFHmX6y0v#etoCcHF20cO;gAD`o3p%Z7B-T_
zQ)p#ah9#avK(fbz&ZOyfG0f@i>;3v<4#wAmlKr3w+9U$L*}efh-n#UA5HCm22Ks2}
zYY8L&+`2(s5QqE^aHx3eOTvy8d^T|GH~Hy;nEz3c*>G?+GW?YdKLp&9|69%f{~!O7
dp@2*$dEl{}N#;=~_~Q$Rl=xkE_N|9c{vX^f9rFMH
literal 0
HcmV?d00001
diff --git a/log/zPythonScripteTest/err_n_plots/aa_REAL_Init__Vp_.png b/log/zPythonScripteTest/err_n_plots/aa_REAL_Init__Vp_.png
new file mode 100644
index 0000000000000000000000000000000000000000..87fb99f86fb1b180d0483414e2bb77275c7beecc
GIT binary patch
literal 16286
zcmds;XIN8d*YD#vb`c{g(lv;vG-)DTB^0IE0I3n_U1_0(pn^0383d#TMT%6ZfrO$W
zz4sD|bSa_tKyvOlj>0_8Jn!?KFXy_>T-SWqlI*?qUDo|u|MidWEfsm1gNz3u5D3i;
z1^68Z<hT3a|Bw5B1OM`oKPmwNkv6&kzjn_ln%L*86KX`J%+v1c{{8n|*RIL#xp(PA
zIgQn0Y`LyQVq2zWNP17(6|0<)7Nyb6?8NeH=JdMs>N`2MjWj1@%a0#F^5CL>)wzNX
z%%bC~mHZE{c(ePDKa$4jHSR-yL?Jp+h;fM&)maj5cFIxggH1355_eJeE-eJ&kqAHY
zJLG)8_5F}rj9y0}aY6^rK(3k{zYg(eIqwO9B;4M=3vx65=x>l$a{oVlup{mLJ_y8A
zU?6RvbdG}JfDP(@;*yGL{W@Gn9+vl}yCXX?!6~mABd`<}(0E3{6B3tko83S{q8EOa
zM^gO4x@FmsKSFh1K7#YXczGM*XQz-{mE%Xju-(#F9J7v>Te(ar(I5WwoW*b$yHELC
zh|gh$-qy~}sW6&`+hAPdat{pejYM~sY<1;Xj4l)PG|e_=@G>Gtgx$ZUGe^YV+P~|n
zS&X<hTsDtBxFy>!oe<c8C6yGsd-}N+){-T2%f3+s>+ZH959Xv@&FeD_6KxxIc7sL)
zrxbnZn|fgN6Y4{7gJo}vizMJ9_BV}hnj80t>lNIx|MtkwrvQ)dmrMyNt}ro?klF=F
zu|pz@$7iG{TjrTQmR(MBUZNpWUGoIxdAax-aJj&5#L-bbRHrYUG$;Ah8Cdb#GV7_6
z=KW5iHz$Jd?mflha21uo@}i-dsnA`!q&}S?KYPeNTQr;>7Z-+IxZ57l`UK@4Ir0Sp
zAy!?n)33?(f(=bfkcrO=S!Xgth!2GrD^;~#hHG%cYAK6uoxE15vs+6!L`A7}J$S5(
z?NaUq87{5>OnMi2!h}Hcd`dkiv2~&%aDvhmk0h--4?JzW%cjG)2cnP^m|l;?=@e__
z8&qcD?0pI78l64t?1awbr@}fHOT-qdk<yyD!jyyg=A*4V7lj0}Q6A_+iznlo3*5_|
zcqj5GDJj{salV)44fqWLho5`F_S#8827cL6;>tz|S;PwAU{Vi{QdK^6F{5;8A$w%R
z4%SjsNRTOIlQ1__BINH<qj4vTu6oxWu%O_Rih6J9xH+uYu@zrNZ^R&bJCbSdvYiDR
z%ctt)CrLLq3E2_DmhPn`W<mg;UXlIRuV&Esg@sd6+&yx&?G{KD%ESvFxV-lkvYsnQ
zN+8AM#PQ%GEKg(IhD!2M^(I>i(|t}I4qZH%CgHmBa9B!N608{r46Md_xdB&$C%H5O
z{f40tHX`Lr0dmm7+1Qeq%bdqEbuQ2ackK$EE!px6ST6+=#O6L{k4?S>Ep$xZY<EVy
z)<}H}0V&|?^T)$`uZW8JR*mr-7#)4y6Uh*eXoJ>NHr_1giek-IW-48`OTragAy|(M
z4z2|4p_sV8WakjJYwQnkU~@L01|yPdLAZGCoDQ59!P{3j<z!WVqyp1W&vPuezxcDb
z{eIkpKE`cR&(0bD9t1)wd8KQUl+uo$Y)P00tJedemM)N!wIW=AE><@FTu)C=b8v~}
za;`?-zDJaI;*r93Cxb(7NQb}DNp-E<OU+R34&yA?b&|8c!qEKTRAkx+{i`oT)ss+Z
z=~?{Dw0rCBBh04~T1DGY5Iwz_KAWl2FuC}Ns^(lA(()4Zl{M-kMS~dZhP!=f2DCI?
z>{}CMLPO=C41%~)QCzn%2`ZBc!{-Z9YzMF3Mv*Q<K)Rfht_biIHYs3pSGaWQV(P3w
zgc6eo%W-H-gIVwET@IpJyVd>PPu{t2Us!@-@&HM8jV)ap%iL6&>H`)e&b85Z5`Tn6
zrM~*Yaq6^K^{lmznvNxLPs%3YZ%19^;<CaPaZm>%GDR;-d$?Rl4c)QDQsm{OG3mOJ
za{3#k_BTsMS&#(Ugf3kcINziJ4`f!Zt*aBU;pQ$XLL&a~`F&5`3znmrl`=76sFD&B
z)vZyrTj?wdQU}2s$DNB&5pk@8@T(pqXV=srrI}0Ii|@cIf&$V>0df0=RihB?_v8~2
zM#nf*9mJAe_YW>JA)isFR{aHw;Ky!F&eAsNkZQvcUahVC7F>bTd`n=AuY(O`d1LFu
ziB8$G7caJTcBZ;Nvpx!*_R-J7<0O`L@*K>|D}1$_gGDqlEL81uJF8F{o&)2CUN+a%
z)f%IJ<u+fgvN%gip2=`IQb^5Xkg1dzAI;MF2YKy=d)rs9Xlm|RL}**NZ!|q$uq{JS
zR=N|0QeiC#c7!v}T-#RRG%{d7?ssO|jK6$<hKjmfG3uP5gSC{P9-zjFMMb@`hK>Dn
zXcztW0UWIhhi=A36nAZYP8_T68!HxTFWSWJroLf^sHkWF6FnDLBh_wEFNnxFt>v$?
zd*xTB&%);ClQ=0eY>2ep2-o>L%X>Au_b7&2Ie%Tv#3+ezQMce&W6ViLMkht7>$-E#
zT_9J}<pv0|Aqmp2JHsE_*%hwFmMlv?^|#0oA&U+diejS09A*|qTWF<vmp*w%JteH=
znU5L>RF@Yiws+pP=x&*+M@zL7yLxM{L9PAZ`yt6{wPAYCW^w!)B5wC{vB;SI#Cy+z
zg2p-7>fM)uZ>w2^7>^%krA*YRayHyk`(#`n&8dn*wfoUC>+JCY-~V7m?loH+SFsqm
z79Hb&b~0?+3b7u@T3m}oaoX7)TwL&zJ^Qg#7G$*D`{eo^<X6?x-K@)<rl^?k=qMXo
zqc7dwj!~ZHfnO4C|0ht0{GRz;4nrV9499kIMb;NaNL>GA6w-7&sB+m%vy&!t5c=ua
z!}uADn|Dr5`lHZC@KXKZC-+c}?(UB(kEFBX^GT&<W#-z5rJ-`g;d2d{#9J8|^^UVT
zriGGR_y^#e9Ui{RJ91JNug-e32_}(N|KUw@nfG!w|7Gj2U63{z=fc5qjj+l}Oh#6*
z-S|uFNvV@Zn?7eN8YRpxi*&lLZVfULBqjSOn@Km~<tpww`Vue_<6a4Q0iVpz=w#WB
zb1I539q!~I$iqGBTpi3Sk6cp^l7oT0SB4I=@(q$E5{dj%6Ioju4rU#7>s8P#*I64S
z<$9N``aGMhDgIjCTB*K`zE$tOK3x+fHvYAY86IsHljy<^n>kisNm1rEdgeZS{qW(k
zFz#J~k$+Xw8A<xO)K-5!^|ao?wK8Scu~zX-ay1ezn~y{ym2cEbI4?~5g^Dk2q?s7=
zk=M$)&zvELp(5BpNNVoas#ApV@DWU=q=d0OCGIK$Ej=5|?owK8YMf)-K%$KnbKy>x
z3!jeutSU|5g=N-LN-0s7(@><VHa0=Al42!`9d%E#g7=m!Bl~r2oM9-fd>^={_c!x-
z>G&Ex&3w01pSsslLt97;ZmMA>U2EOR)pg0&*U4#P&IlvX`9|iJ{@^H@N6TbchRTo*
z4wG%`H8%~wsG%OhQfz2x4+RF!7+T+oul1!fc_C-ubbl`H$!%fB`qxs|;VS21gc$>b
z9U~6uJ2}<AGi_gJ%m>NB-v40CdY5FFtBlNU#1`Q=6pT7*vQ4yhFCee0x}o7rdzWU#
zEKPGqGt_rU!EB`jGb>hJyf_3q#yoA(onS?PKre8mRyFXZl@zC?!2|_W;h)Q%P6?zG
z6c|FOyE0GsTTg;jBP)xnA;=kFuHVP9eNG>&BU$af(3Hkw!5$uw$S3&+m!QGm=&t3J
zrbJti%WDbo8!JmMnB$vACMNoE4z*E7-WT=0be;dh$9{(SVZ5fHA!%4Trn;^M+e=N?
zLLHOB_|{fCd$FW9GA<om?IMXeDoM39ylci=<O9QKlt^*4p%%{4-^YHkt)jCs$Ax~;
zp*fJ{>Cg&i=D?%VlI)z)rC%zOobMTad)>Tc&DNIgGMuVWTUXk4MS+G#ONc($qO*nv
zNga8b$7AEYtry0@uBK&`KymZy!dWrSHUO3^gbvZr6rmT07Nxz5l#}VTRRx#K?<w7i
zn~lKOg`;u8^G?rIlA^YjUNh>pEOo<d1tu()InOUFDy~dRW|_?T0wf-jkZ!J>lJiMR
zE8;KxHaco;kPCKYibzHv$Q7nOGTwLl*H<@Er1#Ohh}>wpmC9oxE!a_AZC2mYhd>q2
zre?0HS=qGLjAv#_bb*Y`NUZn01&4ipmZZYKNJlp~GxoOAged*UyggD^JD>H&O)1iP
zlAT1aZtAM7t!*~H7L#kC=3YqCQLMwE7=F~3cL$!;h1fkNg_uaqTf1NLHL6`&iXN^M
z<i^sU)ayr|F3imx8?D*gd<bO_ar~H_&=|nnOc-b+w6;o$iA}%fl;_)83vzewkBC@T
z40A)LO6~VO3hv(b_BvkHD-tao_L{t^p>dW2gPK_n3U|Ab>THKiF|JN(kQB6dY^Es-
zmNymF6vy+)<bIRJ(eiSR^!tT&#Bf&?j1;BeZDn6-IbJwbPl|k3PHFa0?WxW@MS^If
zs>^65hK%g%cb%DN1qWFL`Y6bkaak_1-aPB3`QCU7EteIIDfi+vvr9VY`B9?;qZ2aT
zOPiamqGiwJuvSc82M0UAo#fdVmcjUdLoSG7KNe33K!WN7>^F1#Yf-~TLCMK0a`9$_
z6$7l{9M~}*d5-p0%zhf6JsAuNh<jF>`gYgd-EV-ig|Bq&D##MTxLljg$!^VIxM3M~
zAArYHQsG+|!QV#@qlSvFHl~lyBN*0E`9$mjPwIJ|)Ju#O=~qxBxQ{}E*V~lPOx0)!
zE*O7tS*rCy+F*k?&R;=OvphnO9{%M)fjht`YwKWQa4yY(qrpQ%7I%oo&3?Ae0(iqS
zU-|i9v7!3ZgV;g9xVQIB8RDiyte*C>lTxv;hXN5d6}jrP7Z&_S!%rBdA<de5H$5?h
zM*7X62SVsyU~)e?@<<@bZ++G_T>N~zy`$DwnnB@o8TaZqf)1K$gBmhsfHY+!#Uk;}
z?Bd!*-zs!tK7As)pw#6mya1b~=L?kzymht{v9k(6u-Zx^GsbWhYJUEiVXt)Pprv7Y
zu!nl(__(=+lCA2HbB9yXHSV;CLMM9iV%8f!o*u|C;Un7*DUI-Hb0@qruHl>d*nX9I
zOx&=fWWciZhp&ZHZ?rehqOWknvUbB#^S>+|p%0F)Y^iT=_``W#6^ZPus#+Q2K?Y5-
z!?;SioJViIZ|Bv<vVe@=Het{1y((bCAW-1#lcr6tLHKBEdr&pW&`)7NN*JSg9B`It
zWW)Ojv^)Rf&sRl6!gH6V3l}vQ4~GiN;cS<K=DqLq_UW==)~C2m%N?F=e<RbBpr}D!
zujrZTv~Uzf&J4M-Sso9*KuZHSh2O@_X~XB^)q&pLx6X&uL&MbCzJVMtO_+6Khuuv&
zJkd5$fxjR(&^gepiIftw>3^zr;)F1wPFr1_pTd@^eC{qNQ`I}!M`@NJak{GYS$USP
z4Y<kZ(*DLmqp4sJm!AU2wI&i0+1mF=Q=xLjQWjvRfE?#vwTO;>L>UoJL8>Y?x{uJ#
zo;utKl0Idws!tc6yG(2Pc&4|!V5=IF*>zjb+Go0FCWNC=Oq{}47s!!FF>Bxi8wAj_
z<jS|cKAhJE$$4s7lQi^)MrNOt5M$Zr9&W@&w0~`8jw>|@rOP7x74F?5$+NO{^Q06f
zCCTgSR}Xr&oj^=WAf+116S_&WQr+>c^0l-IAbAsAHug-3Xp6P%J46{jHoC&%Ys0;n
zZT^1hVr=Y8V*{gzu|2w$of+U))S*&|#ajHi6efX!N=z(fWOiKF0I!Ex9^$G6oW+BG
z!Nw%++Hs#YC^9FB8p*Trs2c9;@2CrRi^xZN<V8SkF9+DEO#(D0uR|{Yrk}ve;8&un
zs(B04wOEgLWur@ZTN97a99~K%p6<-laNnvYvmsfe7wxPyHD$e<;^yWq%j{jvb<?(4
z<|Q~X6N*F!d)JGeKCLY&i3K&#C3l^)c4w&^FvGJVoYVe_HO05?*{(-ok&7>nQV9DT
zn4~Y~Pm);_sX=6z=w&QR4;)z}Pj$@Nt=E4A+sLEEDex#HxAum~RQvS;4h5=a6b#gh
zvS?o}$4ZUEKvn`7G}mAB`o7aps)_`50@2p?9JGf8{Ck`bNOPw2cAiJ5JLG%-VAGy*
z<~O@vf{lNZ9r~Nc^9i4SzRl3jn}S(6AD|cyR#`9iFoarUw}43E^d)ZDpxw%UgoJ<1
zZV&m6q2L2eysXK{ZC7LaSv<hg|4p<s21X2|VXnP@g{K?8J=mRB+e3Hcm;bgcl!h-S
z@Z0XP<CF6{t|nfy=Su&I^VqiGa17oareYF%Mi&c$9|(45uM6!e3m*_#J}UHO^vMBb
z$=^-G14E6bgMPgeR`m+x*N`_t#kO7fHtqU3b9jXvvr!|k{dEbP%pRGi{+c&rz>k}N
zv~$&rs=*M4gq5~`zJABIk6CR0+m4ss@nZg+mqZ~y-V4lB2cyHbnNkmXyzMG>$DIE2
zSoy=ZO@^+R$&g>){E6K^*5gCJ?eAY;(e_WHkzfbgzHq~h$M=i;`x3^kuj7*@C>n-n
zMTBi;@`rMy_hIK#v#=lL7ElI=;)!cBMe(Gl%*N!B(I4eZdU2{nPM<ivR^Ru6ep|WH
z^T*3LRfQ(X2adsXub@4@=YHsuWM>}_Nr;ji0f#ep>H~vst=UW+!2r2>5<bD#Fh<%#
z!>X>Xu5~UhmZk2xKrE56g;V-TOn2|*=%MY1+7y>Mxq+!puJPjhng<0^moD2*zuu)z
zSX+0lB(9_LSUws4;mxM`Dl8U7uzDlxnDDb6iBiv0rAo#-DvVyvbDxVIkNEV*h~>r3
ze<S>;E|8gXJvcs!y|%fzy8p>~g!=^Ya>Lu!b{F5}ropz{B}-ab?1ABj7SjTppMB<z
zGWDfnGW61SK>|n8?93N1lf$A8lWs-{Sq9#5DHlyovYupS>8tLI%Wt%uTv~5bx1<l2
zrkL4!P?R&`I*dnCVqgN+(-1zsAVz$h*CmM}WmM1&>ba}tT&RDQl7V$db=JHC*V?n@
zQ?*_vk;=k#F{2S}rDl}y_{*Fg0DO_@>5bfJK&&w_4yAZX10%ks=AwY$BK)ibcR`7F
z!qMM69L<QLpMk1s!DaA%gByBa|6CSsH9n}6v_9Sop`5gf#k76R$<*44_c_dRtPj)y
zjQAEo+ZS>nNlEz8jHtIjrDC*Lj_jM55EYAQ1qB|@>N(cN`=n7;s99%5duz@~6XQ{Q
zVWItWmrGk!zkxh$@-WS{LV7-{f#CBnszhd+xsEdhlnD^G)8@*{*x(QhVraNk;-Y|k
z-8Xk2uNV(kQFApfO~0_#XkBAr(%pvf(GzSEP8;_h;(R2e7W-9Lv^!1J^{kzUnA8Bd
z5TDmkz5vT)A3k(>_;4fNs#0%@AoJu&iHKxh4<8ays>jeOUStuTALiQnXALkNO&_Li
zRoBSZowNESwwO~c;6=pZCcM^6R*)(xodJTD^Z3A2Dw$d6lKG^J3{Mm)+ulxH{fUpK
z=UU@yDS?YAs0UmaP?rInU7GT+vf03_l}$6(y!;R-h`X<JhH@D(U1mKV?9IyjFz;Hs
zj3;#P6TpoCU*AVayXL8!6}BsR=Jgpo+Cc!sw*UhJ9XSkDXmK2ptC&PxIXxAQ+Sn$B
zR(Yk!OUZWQN1@bGe$f}Xc<5#dRumI~bs<_q8TgA<{Tj(`1H~wD$NdXS_Ot!PW$c1-
z?j@V5XFid`d3Bvh0|Q-T)()F4G*QbL40_gXoR-x~41yarTyf-n{!$?*s7WMeR~MYT
zytm}?$hQPGN^@hQxS$}q`j6Rkbaj3s4a7qYR1YRnj*ZdM${Uv5n3JUxdk?h#yOEqm
zNy<Es|JAI*_y&xH7-g<+BAh37)e3c#puQ^dNu7of^4Y{~h0^os7!HRb-19WxtS*my
z?(!gM(>0eDTq*7g<<bKKX%Th-x&VrV2i`0WIJn-uBgjL#15RMPy^4x5`EK~*6~80e
z3(c0a$W8!*nH@wy8=+Gfvpsg#;jFGp)<}!av$F40mEagDC@dRQnbmWo#ER5hRP+!C
z2DjN=J3A`M%L~EZt&D7|zOvrFO$?B0%_piiTnAa8_qR`0o2;8#51`#2<~^Ki8%_Aa
z!ovI&u;;lNS=1+b5@LMbnT)h`JQ$tSg)MyCLgEU9HcP^it5#s3uG5?W8^Xg;c>Q<%
zWzo-|&C!y5aB&NxzD%S$0~4k9JN$eKX1jdzy$=wgyWR8o&UPW-89KaqxYduJ?lLe?
zr=6~XHn->FuVTU`+e*R1=Quqg=X;&qR{i?1o%a#+g?T3zD;ljeCqJKR!;3uWM}trD
zL`G5S>guqM?=R}HA*PT48Cu1P@QN1`vqY<{LGRCRx#-UEosu?tLez4a*_4IOFE8i*
zdCwb<K9u?x8tNpcKUv?Rt&hS-C_W(Mr`L&8oyCZm41WMS&R-$C;Y=9*&K*Izz;6y>
zeY30usrfV4o|KT?`(fEO=<I-;vm7yW!5O-QpM&5>Xs7QBBo3%i8xE!dnx$eJTeRM?
zXC1G;TUXWSG=4Tac?Je_Mo?*e=;0XjAy+jEadIXNmbqxo=oU`OL#agpQG}k_+3`tR
zdpI7-)sdNL-RCI8A$&KfHGtWAlpAD*t1+NO)Kp*3!6WH9vl+Tq#weheOM`L>eZIV}
zZ+Sjq^`2F<q(xe0rUq#0OxdL6rFo4vj2F+3g@g232dVWc;?p_bleJjTmYt~OKI
zJ@qXrN?XY0)5Y4HXeBYyiuiy}Roev_F^B90>x1e*dLy=cIc8D%h1zZah2_WIbuO&6
zcqI7F@L+J?+a5%w(B!fv&>-lr(wd;-GgRVerLE?$yu9o(;YC7_Ym>k}P?U18u2>2V
z4kq^GS~~+p!}IqoAPR+sssV-DZR0(ESdwmzBevP}Mc@&^fjP5h;o+p-Qq}d=Xw{W+
z4&{jaxh(nFnGT+|fky4j#vc0cB9H^(n@^qW7^4k(k=@fb@v%gfhGguqSJ2HlMD6UW
zp@om0iLAfnPJL)yOJsezB%Gc}9{-c|7be@Y8S5n^`!F%W)^*>=Ve$$RvGW^D7L763
zh3APt(IGoG7$Pu{s~>bqbi}NOHd|U2(8cS?M2?))Z_Ao|CD{_3Nlmt$Ygt)2CIQQH
zk8*l~spy;F+j(hg*7GY6oQhq&tTtwvG9)=|vkzs2hV9#vKRu9HoBLkILR(xMXOeUR
zv$bA2wKCJ^x-i}CuaOzLzUCw+n_mi4EM#AIpLw`V$1EQYkIjJ8qo$9^Vn+mFu#wt!
zJ{!Vg%f&HIyYa<?2YE>wE{>(?WowVKP$c{O=3uzbxvQ|WK=^*9z;BUcwxCnPHk*k1
zR74LyH?}`OSrQ^XoIzE5sc@|uso+`a@RPN5#ajHf=2`wis+KQyJO0|xD{PMb^<jza
zY^>WWJo$^1b?g3)rsq9Pe=7=M@o)rsz*Q=qeq^Td=68xWiQNIqiQD<uKTmEu)bAj`
z|MbXzE=P9qw?BTz{eM;?)Dq`m;C7_^S$TjB=+ROjbP&=rS{Hho1WKGA2-@<wUZ5h8
z)uR{`Pk)v^e|r{32lKB2Mez_AUFToJxpT;N#4ii82MxW*k4q6IQ7-!#7rHCofa>6T
zi@%9?29WjG&j;=(SpGH*JMKBEq?ILIV(`~OP<d!Md1iCvA0n@<_Jx}w{~^}!hWFX;
zz2^w>V9fqa`RBN^GTIrSiiEuBwk0Jtwx77I+!^1o68_=pyW;_Ldp#WIuNMERI{)L<
z--3AC%+c|WZH(nd4)a3^kLkuc9nXUljz{w5_Qr<lewZgbo1ecxZ|k3-%SF526w2CR
z+|~3Ar1Eyhw|niORE*NAsimPN3MsOEdzk0%sOwM3-aH3vc-**8$9WmiqqH1RjoA-J
z8&t!rFQ3ZLu&S=UP*;7S7tdz~&e}!2m>%E~7{<Q_3h-6DP(gOxf7zojGwX&4*ef*d
zSxjsnJ<g>*qq8}94(dC>;ttdpp#9<T_{4X{u@cUX<uxoWs1Cs#di3VtG!P3a?B9O|
z`!X&A^wiYTyE$MKH{u|FJZaya4WPdSF*lQlvVu{<cKztDZGiZ~itBtY!6e`s{uEJJ
z_v-9XZCS&LCFpD^sZAH@2qfW30wG>i=}TFwHy>%F5VXDz9^#`|G~>W?sM>PR=!l`^
z<mIAKH%f_TD2ej}#F3uz7s!`YG1_L|!)MbrbE{nu|DDuLiei*4pAXZ=Ph5t^9nx
zRAQtYCUu_S?@@gef7J;<P}QC>Kk=0vHZHhmZpjB426c6G!JsvRiw3<tP54Z4l8qG&
z&e4pJBQFo_&LhFW9V)@An}&C&hcQTTyR3aMO~v0?)`T59`t`1XtBYJ<vnc>fn?BsA
zau7n#x~kae23!nzB&(TQAbV>b(_m;kDw3v1Lp`1i()Du0B_-vP>=?z~nFQ#LO}%9i
z|Gk{3s#iLA)kRLl-Q71xbuqcB2@GwYRI>JRg+^vr1bTjXKKC&WP>p{TKuVgaJG;T!
z&aJJ!5#I>)s{(qyYEpD#Etizj+)~yTd#JP9SaFP4envC5GKL4n8Pd?;tZ&v{vAOw&
zq^s(5x9h{Us@Fi4URqeVWRsaz6zox4)N2*p)1IfPHoVvV{gZzy?$;Wt(L&`s_W|3C
z(7AJ;`|4%ENegBhG@|k?CI5Kkwz8-??o@zRpB)_;F&u7FU%edX&md9@@o*IN&8kM5
zGZC!%u2XwsW}i<lj_CA~M<P^<q7b+4#A~{{XZgHf5`WO$GEOz5%#IT$CRkZmR@y@1
z!`(OKL65(#Zj(c?1UuDf%Jko8_7>{JZktIjKvO#`A`O%`pmtlTK}c`S;)+*$Ta$o-
zAIO9f{(i>9gn-~C1se34^%bQeiGwqdVX<57prMK^EV#1j>zhoh83C4#w{Lrx0urqV
zL48kWQ?H!|s<`&)f`EZ%rEJ_VP|qZ5RQ}*zwE@%Y?s8LNZ1`S#e&AgA8v@5?b@;Vn
zRXu%1bj}N8x>;S)DSh<jya={x#l({7*lAdKdFQ*H7|e;$y-d2ihzlp6pkepi;rpB<
zhwu-N9bqBg8Jb_}Va%PIKMoD4zNe*i2IeKJaZX9^l6%W<guJ=lb${5<)YJtSE35Sw
zLH^J|KEk&<cifcWT6qg*_rn=M>~ThNG@HFgnWy<+3=H(<OsVTUbX3&E=!x)E^T0?e
zoP;&c8#l(`?<_hU$E0^ZbCVrOqBF6yzj34f72>3W#r^O}>JW(e{yU;IY!AcBFGGWY
z!dhgT&}JSE3{D`eOxoju%UmO{z$_&L?@0GgC31_3dL`WzkbP%^X`q?8!vYqyP@SRW
z1_tprimm6cQO_XrlW+Oq@l(TsXw)8%IplxeyD>I)vR?Z`N^aU)x$ux1CIjx{Owb51
zBZVXtk$z=<;Ol8<z%52N10zjJa)DmFB4|)-qSG!%C^buptMTymc<{D^913wbcD!w2
zl%DNqFbK85#qsgxn^#;KH~CH=B%@!7fj03hdM@2ZV)+Y-*pr_!IW#&dwK{tjG^&8p
zfl8mi6a+9@w^%Fe^=mSD-+&Z(#5LS6^SM{vdKr6s3eNL)5@o)79+nM+aZZf0v^9DG
z2=j-Z*8pW!d7xYsGq3*eA<kbhhZ9qf$*-GYN44=umhgRiJ|Wn68OVMkIYBbufN#nm
zZ`oK(o>6eyte!+$4+O7OeCA6H!(~t{SJP>a4dhm_5>J0g(8z!v5;QHAkx;tfGO*8I
zBvjK=fm-iu5D=`)r<l6ec#V$(ees~a!}04~ai6ZAr#d*Ox>si`ooM%-&YQK*e$!r=
z?KJ9Xdjo`nJeHA-<r*vTK&$@fM>B4E*FG5`5REffhf~tL9h2{3G_9?hSEJ|vmXGS4
zzgXy2Pry4X_)v(?a3B_o5{B_G>IoS6yVnP?gJ&$i4e+JB_dY%EZP~ZD&h#hwapPzp
zjOxTh<*oxi70pw=O=N(jKh$S)O~J$1qd))nI#~2N{wHkF0EqpCUNr2`9=4yK+<6-X
z&y}BK!dOuw@Z$<(zgvvqazN#Fq6yi$y}$W)DbkhP_udeQ2o+JwoZLQ>UxPOMccNjG
zgKd*@FR><Le~G)7wlj;+3-~sk(NEhB%=&dZg5;|0+7`0i_9%Bg?bw^GpIG)ht0Vc>
zm1D$x&5CU!CKS9MJsdnCLY{{}K2U{tYTTs*Yn8hpA1_l&fY;}a4cajOHv?rnLZoxt
zHg3$@g9zS6Y1`k}^taR?toh^_)2e5Zi;-X<U)mA-&adUk{Xo5+0QdZH&Wm3!_uT9Z
zl-xnrYO}St3-W*t1pWO{rOS=`ARfxpq<)F#?B@ZopDO!*dRXVB?*EIy-Wl-rnbkel
z!I-yg4eWSNwLkU~K>_xo5m5`OsO>B8Uq%wF#AK}U087vM@MDx#hl7lf6MQbNE1ASO
zFgR^Fb<qHYfAva-1Y8AM`&5jKMiC`<7{3m{K(Bk1wwD14eVDgZ?jK&E9E~6}>*z)i
z`wN>Ud8tjr@V%XkJbWTWYc&gNYprV9$Br!>IIzK%f3_%ZE{kg9dRGgizwrjrTaa1J
z6&+Rd9aRRy(&gPLA9aJa2CYHskx_Tateb`er&5jNrb%}gxKV#UYfdaHArlb}Oi6$V
zOIOJiZEb0t13ILRQdSGMa9uolqjo?_gfT!8hm2lmdTHHv9q6$@?TNxNcQ5t52~9<F
z^A>J|hocek8d|`Va+syX?o*N3@&@%mO_u`dp}<6zrj?@zC$IOEf#!D|lYHQ}zV~;h
z7=lWQDIed1R;$bEK^vv;>})^TSvLbA#@XVeS%e-rMg=+CV>YWd2#W6k2a{Fl(lrbi
zTio!9HL}0Cc*FNQvA#=DWO>|q9)PY&j2J@GY`W`Aa>~01uOHlLY8b9Oz*bYsb!5Nk
z{O9QEFb*qFe^-ZC(+3;XV%xincs&OPttLrtK(dO{XVlhAEb6@!hwdccytIB|Cu28<
zl$0#|`QaHe(L<(}LF=C4o+rW~yg1n|psI>otN@|c)k#1P&>qT|^`^?oljdt5KmqYK
zedcDniLb&{4^?(N;D_VEj#j(PnPl*e>2;;YPw2kC=sCe43OsGCt;G&gVIq`M6n`pA
z8?|&X>szU3cE`lV#<z;nu(ad^>#{mKjkKp4jin~4$4I(1Z~6mKs9o-VFrw5~C{WM+
z=T{c(W+q-OIy;x|qm7jcd(8_AYAnLut?USxwr#zGGnqXAH5<qX4G(v1uMk4z`vB=k
z92}!+OpE_wFR3k?+;xFET0O3TA8Ou|U6|c;MYUs|?UhqTnSSG$y(4pHp*ypq+_!3L
zb>KG2^}ke%D@TBqaaE?bgU22e9-xsw*((Z%gYI*q+fd);(?7Hc2{>RIK%*VJnoXzs
zxZH-;p0p!J$Lam63bJ;G@t~|h#{&p@pzGV*tgk95>M~J@URqpisH;O{kGQ6KJAgC#
zHj6x@_u{YAX3=l7@7_e{(atuRmj<Z4eMQO-HwF;8!H8SOSWgy>lxYIU>RaGlU+2i7
ztPKKge@0kC6^&>DF?Q0G=6TJqv=Q(NAc6N~nlzk&(OaKN0-Xe4WO112&9Be{3GH88
zBP-y3z|SIxaqHCCLl4yFfQ#p;u63|A($ud}WkdOU_gv$fbFE1HwZ-2zQ9N)EOrF~Y
zuLXI!Ev<I3PLsva(Vu}l$3y-a5f|qoefkXSb}&&Ep4piFLmUMr7&A?;td*9ozYz9R
zhDd=T&5ddkjN8~27*HtmjG|QZiR0h2<DYzbwDsBRZEr7(@XY21+j4(*E&Y@2gRwUO
z=gGdI+30S+ZfgeI1N5b<_Q0_cW_8d%L+N$VgUxq)@+}4n7wKicbauAd(o=~st)*>A
zx^(}M75ZS%b;zUX*d%)czo%BNY5!MVHDG31-;7qhsaR{U4^Ac#Ia8#C@9W-*%XF@J
zG(a|FLKyyK?--?~#yFLSB;*OIV<u9mgU`X8Ql<~}WjWgYn%7v`@`e*I@-QCmls`P1
zHy0ppu8nM)p1F;J8<x|H1OH53&x5J__zUkN#A2*R=Jdi`smogTTs){RQuYe|-Ldg}
zyJN#y)d1&HrGc2$p6i*cxjF1Pzk8gFG6yc5{L%#Pq@ewWm+I?zBC!wDmXYg`G5;dO
zevka=Q>~KCq1~`-2ST%EBX6MeD_daV2liRei5V~Yu(U;6aw0e>wjfiNpdK)>&^=BV
z&|1o?HjE^r%Mh;xHIs74aJU1oPuo$X%FFs35IQZd%nqTusGQdiQiZSY1mIxeuxbhN
z{hImx`%%&o0yXAH)?|6QuTM56o#I$8!)LqO!P@^KzE6W<M+*ERa?;%ySbqbIx0@&0
ziv62SneE4;#g15xuZX1ZMI?5b6oa!UI{JET*l=Y<L#%K|S=ojlDNXnwB-tAzKG)TQ
z1aLg)x~hyA((7>X&>pnxE=7c!-Syt9B|&KV%1d(;3SAhT4960$<U8AaE?jipvnL#d
zlEe>m=mS%G2}+FcO#ud{I}KHrhk4R8OOv~(ah{O@FtSqqU2**0;TAAk6ILo^_$g@V
zho0TemIi^_I25lGS`j63efXE3fq%PZrN2|bO4}}j{*Cyyb3l)gVfr?JCI0e3P?bjk
zpqc$5q3<pPK<`iXxsC}hABB9~OFiA`LBszip!Ssi2NMHB#14IRr%hsqqMCTq;4bYT
zcAEsZLl7Mz(*0=u|D<Ppfo8?FPWy|q*MCttacKU)Hpj?N#_era{~)e@FV=Th03t2|
z(b{uB>L=&%_Dc<JlbX}EyG3+&iqdDdJ62%ZHR<r+gunO`kY(;pYr#K%jXLN*E0mos
z3#v%_D@LB8z^3=__dT%rxyE$0fP!p2xvPsRZTv9J?6_O*%l+uZ|LNu+wf_*G%M-Q_
z=Z=@#8Rd(_MAj$2{kkz#$fjnJe{^o!rE4%?EhPnz<eEwCia>_B1%KMM4)PC=gH`4a
zkArn%4R6;P@zdJct3!pdof)C~e$U-cYawW9x-_R>Z25xfG^bh_?t?b<eCQ~!N2lhW
zJ^PLB*b+6zS_~TO+QnmCtqA~gnfO1bpfB44|9b+>>9GKZI{Wig0ZPd?qD=>i&V<Ch
zT@y9B_rK6Y(X}Pi<CHg@<1^q1H48`IDrtmkfvS?H^KcckSlq!}a=010%67$J>An`=
z&M=mkXzG8~n;CYvi9c}@o`hdljsZMS8)kDN81%I3+@@nwh~V(v_yPw)$#6m`HwD-a
zfYo}nL0gaqZ})dLJs9~Hn-*|z3ebNBmM{miqRpIiBcl_bHJz&Q>EcdBG}>r4HA#dw
zcP&Y`Z!=Zj(*DysQB;AR+y<bEq<^wc7lKAdaw<s9-n9PtI4(5|2Mqi`EI?Xuha$=p
z9?oRTr*|y4Ax6eh$p3{UdNWBdLUTO~4?r?bS1XD=t$w>*`ZC${e<O<4{UwTizu$iX
zQ)$~sDQ&9vJZAB8OG*G3bJvyFE?{y<4(12)AaFP9_v>jo52H^4gRK>FD^Nq1E2!$w
zReWyre%im;9&D<EQ(0jz_S43S8JQ|6dE%q|^)Pv${s8O1s@vu4h4txiOvC&mWO{$<
zWX8Qz%jr?zr`yh>0;&x__l;fuf?wam5g={*-)f*Xo4$2m%Yva(@%)d@<qBr!`jqe>
z$}4EAc&|W(1F^-iVKIctloVa;YOL#qJ%CDnP64WN!kDUI-}Oh3v1<W7F~J0#XN_PF
z8XFn{)}Oce{t>`q=;LQ@BNUl$CEZa)7x8^iloAsu@8iE-cBdt~f1v)b@S{7zNAsSc
zD-@VGQfzW1@BE8@xPzSiwFCu&pB=w`dpR_7s{B`L-`Gm#H~71Pwa9yT&D^)W58`V_
zxe{PQM52Bna2Eo1q6#V26!f9Y>k0~iB#xTvzpJi6cOv+gWmrdt@ebloOuP#3$Rugs
zx|OcliV;WOhP$C8Wxte_)tB|<fqFJ>&h|l^jg{_Azf50+RCV>(RZcJhlV`601A>46
zZ(GO5%^Dv7kaen=B3A(@mSV6z(*%rVyyjn|NHqc@pz9M~7?^Z{3t%+d;j4KZwM;vk
zkJg}?CF0(PMU?&J0cNt>DThA$C5M(4b(#U&1uWZISI261ZS@6-m_IJSsO{QbMQYQc
z`pbdceZ4v@Eji;22(wG~I=b-NY`$irCyqL-&MiTKELT`43q;O~JgLc9tKf%+*nxF9
zc%lkJ%lp;<<lPq~nWZ^7Gj7KHMSD^&UNl!x1wXf_qg0xQR3Gol329$e0Ho?6cHp4-
zI!Nd~RUKCHCX)Co<XbhNTnRwOWK~h1Zkko;HTAzb_`+k{|2t4jNl{ezKw-nM@WFu9
z-+3Wob$EpnfwM1vkX%>K)3c<zxx`?@aV`;GAmqB>OG=AvruOUu82BMqFA$JtOS0x_
zQxY;#om_Cz;ugK&XAw3op4fi!Mydk|97GRzQ`IN_P47K<y^aj1n)F~kQNaJ`1z1Um
z9-379Y_~x=B4?CZAW9x)JK2ZV=t`VDLhP}FapJ#fnK|EjP)pvzDMg93RVYU-pZHH?
zc|Ud04JP0`L_{8*T-h4)L_NMyNbh%(7qPfv&3bGIO^UMyK-*J*_WmyW*iki1s^a|r
j;jga$-~5D}L@DMmcKM1godCbPhun}=foEKQ@bv!xH+y99
literal 0
HcmV?d00001
diff --git a/log/zPythonScripteTest/err_n_plots/aa_REAL_Init__noICVP_.png b/log/zPythonScripteTest/err_n_plots/aa_REAL_Init__noICVP_.png
new file mode 100644
index 0000000000000000000000000000000000000000..87fb99f86fb1b180d0483414e2bb77275c7beecc
GIT binary patch
literal 16286
zcmds;XIN8d*YD#vb`c{g(lv;vG-)DTB^0IE0I3n_U1_0(pn^0383d#TMT%6ZfrO$W
zz4sD|bSa_tKyvOlj>0_8Jn!?KFXy_>T-SWqlI*?qUDo|u|MidWEfsm1gNz3u5D3i;
z1^68Z<hT3a|Bw5B1OM`oKPmwNkv6&kzjn_ln%L*86KX`J%+v1c{{8n|*RIL#xp(PA
zIgQn0Y`LyQVq2zWNP17(6|0<)7Nyb6?8NeH=JdMs>N`2MjWj1@%a0#F^5CL>)wzNX
z%%bC~mHZE{c(ePDKa$4jHSR-yL?Jp+h;fM&)maj5cFIxggH1355_eJeE-eJ&kqAHY
zJLG)8_5F}rj9y0}aY6^rK(3k{zYg(eIqwO9B;4M=3vx65=x>l$a{oVlup{mLJ_y8A
zU?6RvbdG}JfDP(@;*yGL{W@Gn9+vl}yCXX?!6~mABd`<}(0E3{6B3tko83S{q8EOa
zM^gO4x@FmsKSFh1K7#YXczGM*XQz-{mE%Xju-(#F9J7v>Te(ar(I5WwoW*b$yHELC
zh|gh$-qy~}sW6&`+hAPdat{pejYM~sY<1;Xj4l)PG|e_=@G>Gtgx$ZUGe^YV+P~|n
zS&X<hTsDtBxFy>!oe<c8C6yGsd-}N+){-T2%f3+s>+ZH959Xv@&FeD_6KxxIc7sL)
zrxbnZn|fgN6Y4{7gJo}vizMJ9_BV}hnj80t>lNIx|MtkwrvQ)dmrMyNt}ro?klF=F
zu|pz@$7iG{TjrTQmR(MBUZNpWUGoIxdAax-aJj&5#L-bbRHrYUG$;Ah8Cdb#GV7_6
z=KW5iHz$Jd?mflha21uo@}i-dsnA`!q&}S?KYPeNTQr;>7Z-+IxZ57l`UK@4Ir0Sp
zAy!?n)33?(f(=bfkcrO=S!Xgth!2GrD^;~#hHG%cYAK6uoxE15vs+6!L`A7}J$S5(
z?NaUq87{5>OnMi2!h}Hcd`dkiv2~&%aDvhmk0h--4?JzW%cjG)2cnP^m|l;?=@e__
z8&qcD?0pI78l64t?1awbr@}fHOT-qdk<yyD!jyyg=A*4V7lj0}Q6A_+iznlo3*5_|
zcqj5GDJj{salV)44fqWLho5`F_S#8827cL6;>tz|S;PwAU{Vi{QdK^6F{5;8A$w%R
z4%SjsNRTOIlQ1__BINH<qj4vTu6oxWu%O_Rih6J9xH+uYu@zrNZ^R&bJCbSdvYiDR
z%ctt)CrLLq3E2_DmhPn`W<mg;UXlIRuV&Esg@sd6+&yx&?G{KD%ESvFxV-lkvYsnQ
zN+8AM#PQ%GEKg(IhD!2M^(I>i(|t}I4qZH%CgHmBa9B!N608{r46Md_xdB&$C%H5O
z{f40tHX`Lr0dmm7+1Qeq%bdqEbuQ2ackK$EE!px6ST6+=#O6L{k4?S>Ep$xZY<EVy
z)<}H}0V&|?^T)$`uZW8JR*mr-7#)4y6Uh*eXoJ>NHr_1giek-IW-48`OTragAy|(M
z4z2|4p_sV8WakjJYwQnkU~@L01|yPdLAZGCoDQ59!P{3j<z!WVqyp1W&vPuezxcDb
z{eIkpKE`cR&(0bD9t1)wd8KQUl+uo$Y)P00tJedemM)N!wIW=AE><@FTu)C=b8v~}
za;`?-zDJaI;*r93Cxb(7NQb}DNp-E<OU+R34&yA?b&|8c!qEKTRAkx+{i`oT)ss+Z
z=~?{Dw0rCBBh04~T1DGY5Iwz_KAWl2FuC}Ns^(lA(()4Zl{M-kMS~dZhP!=f2DCI?
z>{}CMLPO=C41%~)QCzn%2`ZBc!{-Z9YzMF3Mv*Q<K)Rfht_biIHYs3pSGaWQV(P3w
zgc6eo%W-H-gIVwET@IpJyVd>PPu{t2Us!@-@&HM8jV)ap%iL6&>H`)e&b85Z5`Tn6
zrM~*Yaq6^K^{lmznvNxLPs%3YZ%19^;<CaPaZm>%GDR;-d$?Rl4c)QDQsm{OG3mOJ
za{3#k_BTsMS&#(Ugf3kcINziJ4`f!Zt*aBU;pQ$XLL&a~`F&5`3znmrl`=76sFD&B
z)vZyrTj?wdQU}2s$DNB&5pk@8@T(pqXV=srrI}0Ii|@cIf&$V>0df0=RihB?_v8~2
zM#nf*9mJAe_YW>JA)isFR{aHw;Ky!F&eAsNkZQvcUahVC7F>bTd`n=AuY(O`d1LFu
ziB8$G7caJTcBZ;Nvpx!*_R-J7<0O`L@*K>|D}1$_gGDqlEL81uJF8F{o&)2CUN+a%
z)f%IJ<u+fgvN%gip2=`IQb^5Xkg1dzAI;MF2YKy=d)rs9Xlm|RL}**NZ!|q$uq{JS
zR=N|0QeiC#c7!v}T-#RRG%{d7?ssO|jK6$<hKjmfG3uP5gSC{P9-zjFMMb@`hK>Dn
zXcztW0UWIhhi=A36nAZYP8_T68!HxTFWSWJroLf^sHkWF6FnDLBh_wEFNnxFt>v$?
zd*xTB&%);ClQ=0eY>2ep2-o>L%X>Au_b7&2Ie%Tv#3+ezQMce&W6ViLMkht7>$-E#
zT_9J}<pv0|Aqmp2JHsE_*%hwFmMlv?^|#0oA&U+diejS09A*|qTWF<vmp*w%JteH=
znU5L>RF@Yiws+pP=x&*+M@zL7yLxM{L9PAZ`yt6{wPAYCW^w!)B5wC{vB;SI#Cy+z
zg2p-7>fM)uZ>w2^7>^%krA*YRayHyk`(#`n&8dn*wfoUC>+JCY-~V7m?loH+SFsqm
z79Hb&b~0?+3b7u@T3m}oaoX7)TwL&zJ^Qg#7G$*D`{eo^<X6?x-K@)<rl^?k=qMXo
zqc7dwj!~ZHfnO4C|0ht0{GRz;4nrV9499kIMb;NaNL>GA6w-7&sB+m%vy&!t5c=ua
z!}uADn|Dr5`lHZC@KXKZC-+c}?(UB(kEFBX^GT&<W#-z5rJ-`g;d2d{#9J8|^^UVT
zriGGR_y^#e9Ui{RJ91JNug-e32_}(N|KUw@nfG!w|7Gj2U63{z=fc5qjj+l}Oh#6*
z-S|uFNvV@Zn?7eN8YRpxi*&lLZVfULBqjSOn@Km~<tpww`Vue_<6a4Q0iVpz=w#WB
zb1I539q!~I$iqGBTpi3Sk6cp^l7oT0SB4I=@(q$E5{dj%6Ioju4rU#7>s8P#*I64S
z<$9N``aGMhDgIjCTB*K`zE$tOK3x+fHvYAY86IsHljy<^n>kisNm1rEdgeZS{qW(k
zFz#J~k$+Xw8A<xO)K-5!^|ao?wK8Scu~zX-ay1ezn~y{ym2cEbI4?~5g^Dk2q?s7=
zk=M$)&zvELp(5BpNNVoas#ApV@DWU=q=d0OCGIK$Ej=5|?owK8YMf)-K%$KnbKy>x
z3!jeutSU|5g=N-LN-0s7(@><VHa0=Al42!`9d%E#g7=m!Bl~r2oM9-fd>^={_c!x-
z>G&Ex&3w01pSsslLt97;ZmMA>U2EOR)pg0&*U4#P&IlvX`9|iJ{@^H@N6TbchRTo*
z4wG%`H8%~wsG%OhQfz2x4+RF!7+T+oul1!fc_C-ubbl`H$!%fB`qxs|;VS21gc$>b
z9U~6uJ2}<AGi_gJ%m>NB-v40CdY5FFtBlNU#1`Q=6pT7*vQ4yhFCee0x}o7rdzWU#
zEKPGqGt_rU!EB`jGb>hJyf_3q#yoA(onS?PKre8mRyFXZl@zC?!2|_W;h)Q%P6?zG
z6c|FOyE0GsTTg;jBP)xnA;=kFuHVP9eNG>&BU$af(3Hkw!5$uw$S3&+m!QGm=&t3J
zrbJti%WDbo8!JmMnB$vACMNoE4z*E7-WT=0be;dh$9{(SVZ5fHA!%4Trn;^M+e=N?
zLLHOB_|{fCd$FW9GA<om?IMXeDoM39ylci=<O9QKlt^*4p%%{4-^YHkt)jCs$Ax~;
zp*fJ{>Cg&i=D?%VlI)z)rC%zOobMTad)>Tc&DNIgGMuVWTUXk4MS+G#ONc($qO*nv
zNga8b$7AEYtry0@uBK&`KymZy!dWrSHUO3^gbvZr6rmT07Nxz5l#}VTRRx#K?<w7i
zn~lKOg`;u8^G?rIlA^YjUNh>pEOo<d1tu()InOUFDy~dRW|_?T0wf-jkZ!J>lJiMR
zE8;KxHaco;kPCKYibzHv$Q7nOGTwLl*H<@Er1#Ohh}>wpmC9oxE!a_AZC2mYhd>q2
zre?0HS=qGLjAv#_bb*Y`NUZn01&4ipmZZYKNJlp~GxoOAged*UyggD^JD>H&O)1iP
zlAT1aZtAM7t!*~H7L#kC=3YqCQLMwE7=F~3cL$!;h1fkNg_uaqTf1NLHL6`&iXN^M
z<i^sU)ayr|F3imx8?D*gd<bO_ar~H_&=|nnOc-b+w6;o$iA}%fl;_)83vzewkBC@T
z40A)LO6~VO3hv(b_BvkHD-tao_L{t^p>dW2gPK_n3U|Ab>THKiF|JN(kQB6dY^Es-
zmNymF6vy+)<bIRJ(eiSR^!tT&#Bf&?j1;BeZDn6-IbJwbPl|k3PHFa0?WxW@MS^If
zs>^65hK%g%cb%DN1qWFL`Y6bkaak_1-aPB3`QCU7EteIIDfi+vvr9VY`B9?;qZ2aT
zOPiamqGiwJuvSc82M0UAo#fdVmcjUdLoSG7KNe33K!WN7>^F1#Yf-~TLCMK0a`9$_
z6$7l{9M~}*d5-p0%zhf6JsAuNh<jF>`gYgd-EV-ig|Bq&D##MTxLljg$!^VIxM3M~
zAArYHQsG+|!QV#@qlSvFHl~lyBN*0E`9$mjPwIJ|)Ju#O=~qxBxQ{}E*V~lPOx0)!
zE*O7tS*rCy+F*k?&R;=OvphnO9{%M)fjht`YwKWQa4yY(qrpQ%7I%oo&3?Ae0(iqS
zU-|i9v7!3ZgV;g9xVQIB8RDiyte*C>lTxv;hXN5d6}jrP7Z&_S!%rBdA<de5H$5?h
zM*7X62SVsyU~)e?@<<@bZ++G_T>N~zy`$DwnnB@o8TaZqf)1K$gBmhsfHY+!#Uk;}
z?Bd!*-zs!tK7As)pw#6mya1b~=L?kzymht{v9k(6u-Zx^GsbWhYJUEiVXt)Pprv7Y
zu!nl(__(=+lCA2HbB9yXHSV;CLMM9iV%8f!o*u|C;Un7*DUI-Hb0@qruHl>d*nX9I
zOx&=fWWciZhp&ZHZ?rehqOWknvUbB#^S>+|p%0F)Y^iT=_``W#6^ZPus#+Q2K?Y5-
z!?;SioJViIZ|Bv<vVe@=Het{1y((bCAW-1#lcr6tLHKBEdr&pW&`)7NN*JSg9B`It
zWW)Ojv^)Rf&sRl6!gH6V3l}vQ4~GiN;cS<K=DqLq_UW==)~C2m%N?F=e<RbBpr}D!
zujrZTv~Uzf&J4M-Sso9*KuZHSh2O@_X~XB^)q&pLx6X&uL&MbCzJVMtO_+6Khuuv&
zJkd5$fxjR(&^gepiIftw>3^zr;)F1wPFr1_pTd@^eC{qNQ`I}!M`@NJak{GYS$USP
z4Y<kZ(*DLmqp4sJm!AU2wI&i0+1mF=Q=xLjQWjvRfE?#vwTO;>L>UoJL8>Y?x{uJ#
zo;utKl0Idws!tc6yG(2Pc&4|!V5=IF*>zjb+Go0FCWNC=Oq{}47s!!FF>Bxi8wAj_
z<jS|cKAhJE$$4s7lQi^)MrNOt5M$Zr9&W@&w0~`8jw>|@rOP7x74F?5$+NO{^Q06f
zCCTgSR}Xr&oj^=WAf+116S_&WQr+>c^0l-IAbAsAHug-3Xp6P%J46{jHoC&%Ys0;n
zZT^1hVr=Y8V*{gzu|2w$of+U))S*&|#ajHi6efX!N=z(fWOiKF0I!Ex9^$G6oW+BG
z!Nw%++Hs#YC^9FB8p*Trs2c9;@2CrRi^xZN<V8SkF9+DEO#(D0uR|{Yrk}ve;8&un
zs(B04wOEgLWur@ZTN97a99~K%p6<-laNnvYvmsfe7wxPyHD$e<;^yWq%j{jvb<?(4
z<|Q~X6N*F!d)JGeKCLY&i3K&#C3l^)c4w&^FvGJVoYVe_HO05?*{(-ok&7>nQV9DT
zn4~Y~Pm);_sX=6z=w&QR4;)z}Pj$@Nt=E4A+sLEEDex#HxAum~RQvS;4h5=a6b#gh
zvS?o}$4ZUEKvn`7G}mAB`o7aps)_`50@2p?9JGf8{Ck`bNOPw2cAiJ5JLG%-VAGy*
z<~O@vf{lNZ9r~Nc^9i4SzRl3jn}S(6AD|cyR#`9iFoarUw}43E^d)ZDpxw%UgoJ<1
zZV&m6q2L2eysXK{ZC7LaSv<hg|4p<s21X2|VXnP@g{K?8J=mRB+e3Hcm;bgcl!h-S
z@Z0XP<CF6{t|nfy=Su&I^VqiGa17oareYF%Mi&c$9|(45uM6!e3m*_#J}UHO^vMBb
z$=^-G14E6bgMPgeR`m+x*N`_t#kO7fHtqU3b9jXvvr!|k{dEbP%pRGi{+c&rz>k}N
zv~$&rs=*M4gq5~`zJABIk6CR0+m4ss@nZg+mqZ~y-V4lB2cyHbnNkmXyzMG>$DIE2
zSoy=ZO@^+R$&g>){E6K^*5gCJ?eAY;(e_WHkzfbgzHq~h$M=i;`x3^kuj7*@C>n-n
zMTBi;@`rMy_hIK#v#=lL7ElI=;)!cBMe(Gl%*N!B(I4eZdU2{nPM<ivR^Ru6ep|WH
z^T*3LRfQ(X2adsXub@4@=YHsuWM>}_Nr;ji0f#ep>H~vst=UW+!2r2>5<bD#Fh<%#
z!>X>Xu5~UhmZk2xKrE56g;V-TOn2|*=%MY1+7y>Mxq+!puJPjhng<0^moD2*zuu)z
zSX+0lB(9_LSUws4;mxM`Dl8U7uzDlxnDDb6iBiv0rAo#-DvVyvbDxVIkNEV*h~>r3
ze<S>;E|8gXJvcs!y|%fzy8p>~g!=^Ya>Lu!b{F5}ropz{B}-ab?1ABj7SjTppMB<z
zGWDfnGW61SK>|n8?93N1lf$A8lWs-{Sq9#5DHlyovYupS>8tLI%Wt%uTv~5bx1<l2
zrkL4!P?R&`I*dnCVqgN+(-1zsAVz$h*CmM}WmM1&>ba}tT&RDQl7V$db=JHC*V?n@
zQ?*_vk;=k#F{2S}rDl}y_{*Fg0DO_@>5bfJK&&w_4yAZX10%ks=AwY$BK)ibcR`7F
z!qMM69L<QLpMk1s!DaA%gByBa|6CSsH9n}6v_9Sop`5gf#k76R$<*44_c_dRtPj)y
zjQAEo+ZS>nNlEz8jHtIjrDC*Lj_jM55EYAQ1qB|@>N(cN`=n7;s99%5duz@~6XQ{Q
zVWItWmrGk!zkxh$@-WS{LV7-{f#CBnszhd+xsEdhlnD^G)8@*{*x(QhVraNk;-Y|k
z-8Xk2uNV(kQFApfO~0_#XkBAr(%pvf(GzSEP8;_h;(R2e7W-9Lv^!1J^{kzUnA8Bd
z5TDmkz5vT)A3k(>_;4fNs#0%@AoJu&iHKxh4<8ays>jeOUStuTALiQnXALkNO&_Li
zRoBSZowNESwwO~c;6=pZCcM^6R*)(xodJTD^Z3A2Dw$d6lKG^J3{Mm)+ulxH{fUpK
z=UU@yDS?YAs0UmaP?rInU7GT+vf03_l}$6(y!;R-h`X<JhH@D(U1mKV?9IyjFz;Hs
zj3;#P6TpoCU*AVayXL8!6}BsR=Jgpo+Cc!sw*UhJ9XSkDXmK2ptC&PxIXxAQ+Sn$B
zR(Yk!OUZWQN1@bGe$f}Xc<5#dRumI~bs<_q8TgA<{Tj(`1H~wD$NdXS_Ot!PW$c1-
z?j@V5XFid`d3Bvh0|Q-T)()F4G*QbL40_gXoR-x~41yarTyf-n{!$?*s7WMeR~MYT
zytm}?$hQPGN^@hQxS$}q`j6Rkbaj3s4a7qYR1YRnj*ZdM${Uv5n3JUxdk?h#yOEqm
zNy<Es|JAI*_y&xH7-g<+BAh37)e3c#puQ^dNu7of^4Y{~h0^os7!HRb-19WxtS*my
z?(!gM(>0eDTq*7g<<bKKX%Th-x&VrV2i`0WIJn-uBgjL#15RMPy^4x5`EK~*6~80e
z3(c0a$W8!*nH@wy8=+Gfvpsg#;jFGp)<}!av$F40mEagDC@dRQnbmWo#ER5hRP+!C
z2DjN=J3A`M%L~EZt&D7|zOvrFO$?B0%_piiTnAa8_qR`0o2;8#51`#2<~^Ki8%_Aa
z!ovI&u;;lNS=1+b5@LMbnT)h`JQ$tSg)MyCLgEU9HcP^it5#s3uG5?W8^Xg;c>Q<%
zWzo-|&C!y5aB&NxzD%S$0~4k9JN$eKX1jdzy$=wgyWR8o&UPW-89KaqxYduJ?lLe?
zr=6~XHn->FuVTU`+e*R1=Quqg=X;&qR{i?1o%a#+g?T3zD;ljeCqJKR!;3uWM}trD
zL`G5S>guqM?=R}HA*PT48Cu1P@QN1`vqY<{LGRCRx#-UEosu?tLez4a*_4IOFE8i*
zdCwb<K9u?x8tNpcKUv?Rt&hS-C_W(Mr`L&8oyCZm41WMS&R-$C;Y=9*&K*Izz;6y>
zeY30usrfV4o|KT?`(fEO=<I-;vm7yW!5O-QpM&5>Xs7QBBo3%i8xE!dnx$eJTeRM?
zXC1G;TUXWSG=4Tac?Je_Mo?*e=;0XjAy+jEadIXNmbqxo=oU`OL#agpQG}k_+3`tR
zdpI7-)sdNL-RCI8A$&KfHGtWAlpAD*t1+NO)Kp*3!6WH9vl+Tq#weheOM`L>eZIV}
zZ+Sjq^`2F<q(xe0rUq#0OxdL6rFo4vj2F+3g@g232dVWc;?p_bleJjTmYt~OKI
zJ@qXrN?XY0)5Y4HXeBYyiuiy}Roev_F^B90>x1e*dLy=cIc8D%h1zZah2_WIbuO&6
zcqI7F@L+J?+a5%w(B!fv&>-lr(wd;-GgRVerLE?$yu9o(;YC7_Ym>k}P?U18u2>2V
z4kq^GS~~+p!}IqoAPR+sssV-DZR0(ESdwmzBevP}Mc@&^fjP5h;o+p-Qq}d=Xw{W+
z4&{jaxh(nFnGT+|fky4j#vc0cB9H^(n@^qW7^4k(k=@fb@v%gfhGguqSJ2HlMD6UW
zp@om0iLAfnPJL)yOJsezB%Gc}9{-c|7be@Y8S5n^`!F%W)^*>=Ve$$RvGW^D7L763
zh3APt(IGoG7$Pu{s~>bqbi}NOHd|U2(8cS?M2?))Z_Ao|CD{_3Nlmt$Ygt)2CIQQH
zk8*l~spy;F+j(hg*7GY6oQhq&tTtwvG9)=|vkzs2hV9#vKRu9HoBLkILR(xMXOeUR
zv$bA2wKCJ^x-i}CuaOzLzUCw+n_mi4EM#AIpLw`V$1EQYkIjJ8qo$9^Vn+mFu#wt!
zJ{!Vg%f&HIyYa<?2YE>wE{>(?WowVKP$c{O=3uzbxvQ|WK=^*9z;BUcwxCnPHk*k1
zR74LyH?}`OSrQ^XoIzE5sc@|uso+`a@RPN5#ajHf=2`wis+KQyJO0|xD{PMb^<jza
zY^>WWJo$^1b?g3)rsq9Pe=7=M@o)rsz*Q=qeq^Td=68xWiQNIqiQD<uKTmEu)bAj`
z|MbXzE=P9qw?BTz{eM;?)Dq`m;C7_^S$TjB=+ROjbP&=rS{Hho1WKGA2-@<wUZ5h8
z)uR{`Pk)v^e|r{32lKB2Mez_AUFToJxpT;N#4ii82MxW*k4q6IQ7-!#7rHCofa>6T
zi@%9?29WjG&j;=(SpGH*JMKBEq?ILIV(`~OP<d!Md1iCvA0n@<_Jx}w{~^}!hWFX;
zz2^w>V9fqa`RBN^GTIrSiiEuBwk0Jtwx77I+!^1o68_=pyW;_Ldp#WIuNMERI{)L<
z--3AC%+c|WZH(nd4)a3^kLkuc9nXUljz{w5_Qr<lewZgbo1ecxZ|k3-%SF526w2CR
z+|~3Ar1Eyhw|niORE*NAsimPN3MsOEdzk0%sOwM3-aH3vc-**8$9WmiqqH1RjoA-J
z8&t!rFQ3ZLu&S=UP*;7S7tdz~&e}!2m>%E~7{<Q_3h-6DP(gOxf7zojGwX&4*ef*d
zSxjsnJ<g>*qq8}94(dC>;ttdpp#9<T_{4X{u@cUX<uxoWs1Cs#di3VtG!P3a?B9O|
z`!X&A^wiYTyE$MKH{u|FJZaya4WPdSF*lQlvVu{<cKztDZGiZ~itBtY!6e`s{uEJJ
z_v-9XZCS&LCFpD^sZAH@2qfW30wG>i=}TFwHy>%F5VXDz9^#`|G~>W?sM>PR=!l`^
z<mIAKH%f_TD2ej}#F3uz7s!`YG1_L|!)MbrbE{nu|DDuLiei*4pAXZ=Ph5t^9nx
zRAQtYCUu_S?@@gef7J;<P}QC>Kk=0vHZHhmZpjB426c6G!JsvRiw3<tP54Z4l8qG&
z&e4pJBQFo_&LhFW9V)@An}&C&hcQTTyR3aMO~v0?)`T59`t`1XtBYJ<vnc>fn?BsA
zau7n#x~kae23!nzB&(TQAbV>b(_m;kDw3v1Lp`1i()Du0B_-vP>=?z~nFQ#LO}%9i
z|Gk{3s#iLA)kRLl-Q71xbuqcB2@GwYRI>JRg+^vr1bTjXKKC&WP>p{TKuVgaJG;T!
z&aJJ!5#I>)s{(qyYEpD#Etizj+)~yTd#JP9SaFP4envC5GKL4n8Pd?;tZ&v{vAOw&
zq^s(5x9h{Us@Fi4URqeVWRsaz6zox4)N2*p)1IfPHoVvV{gZzy?$;Wt(L&`s_W|3C
z(7AJ;`|4%ENegBhG@|k?CI5Kkwz8-??o@zRpB)_;F&u7FU%edX&md9@@o*IN&8kM5
zGZC!%u2XwsW}i<lj_CA~M<P^<q7b+4#A~{{XZgHf5`WO$GEOz5%#IT$CRkZmR@y@1
z!`(OKL65(#Zj(c?1UuDf%Jko8_7>{JZktIjKvO#`A`O%`pmtlTK}c`S;)+*$Ta$o-
zAIO9f{(i>9gn-~C1se34^%bQeiGwqdVX<57prMK^EV#1j>zhoh83C4#w{Lrx0urqV
zL48kWQ?H!|s<`&)f`EZ%rEJ_VP|qZ5RQ}*zwE@%Y?s8LNZ1`S#e&AgA8v@5?b@;Vn
zRXu%1bj}N8x>;S)DSh<jya={x#l({7*lAdKdFQ*H7|e;$y-d2ihzlp6pkepi;rpB<
zhwu-N9bqBg8Jb_}Va%PIKMoD4zNe*i2IeKJaZX9^l6%W<guJ=lb${5<)YJtSE35Sw
zLH^J|KEk&<cifcWT6qg*_rn=M>~ThNG@HFgnWy<+3=H(<OsVTUbX3&E=!x)E^T0?e
zoP;&c8#l(`?<_hU$E0^ZbCVrOqBF6yzj34f72>3W#r^O}>JW(e{yU;IY!AcBFGGWY
z!dhgT&}JSE3{D`eOxoju%UmO{z$_&L?@0GgC31_3dL`WzkbP%^X`q?8!vYqyP@SRW
z1_tprimm6cQO_XrlW+Oq@l(TsXw)8%IplxeyD>I)vR?Z`N^aU)x$ux1CIjx{Owb51
zBZVXtk$z=<;Ol8<z%52N10zjJa)DmFB4|)-qSG!%C^buptMTymc<{D^913wbcD!w2
zl%DNqFbK85#qsgxn^#;KH~CH=B%@!7fj03hdM@2ZV)+Y-*pr_!IW#&dwK{tjG^&8p
zfl8mi6a+9@w^%Fe^=mSD-+&Z(#5LS6^SM{vdKr6s3eNL)5@o)79+nM+aZZf0v^9DG
z2=j-Z*8pW!d7xYsGq3*eA<kbhhZ9qf$*-GYN44=umhgRiJ|Wn68OVMkIYBbufN#nm
zZ`oK(o>6eyte!+$4+O7OeCA6H!(~t{SJP>a4dhm_5>J0g(8z!v5;QHAkx;tfGO*8I
zBvjK=fm-iu5D=`)r<l6ec#V$(ees~a!}04~ai6ZAr#d*Ox>si`ooM%-&YQK*e$!r=
z?KJ9Xdjo`nJeHA-<r*vTK&$@fM>B4E*FG5`5REffhf~tL9h2{3G_9?hSEJ|vmXGS4
zzgXy2Pry4X_)v(?a3B_o5{B_G>IoS6yVnP?gJ&$i4e+JB_dY%EZP~ZD&h#hwapPzp
zjOxTh<*oxi70pw=O=N(jKh$S)O~J$1qd))nI#~2N{wHkF0EqpCUNr2`9=4yK+<6-X
z&y}BK!dOuw@Z$<(zgvvqazN#Fq6yi$y}$W)DbkhP_udeQ2o+JwoZLQ>UxPOMccNjG
zgKd*@FR><Le~G)7wlj;+3-~sk(NEhB%=&dZg5;|0+7`0i_9%Bg?bw^GpIG)ht0Vc>
zm1D$x&5CU!CKS9MJsdnCLY{{}K2U{tYTTs*Yn8hpA1_l&fY;}a4cajOHv?rnLZoxt
zHg3$@g9zS6Y1`k}^taR?toh^_)2e5Zi;-X<U)mA-&adUk{Xo5+0QdZH&Wm3!_uT9Z
zl-xnrYO}St3-W*t1pWO{rOS=`ARfxpq<)F#?B@ZopDO!*dRXVB?*EIy-Wl-rnbkel
z!I-yg4eWSNwLkU~K>_xo5m5`OsO>B8Uq%wF#AK}U087vM@MDx#hl7lf6MQbNE1ASO
zFgR^Fb<qHYfAva-1Y8AM`&5jKMiC`<7{3m{K(Bk1wwD14eVDgZ?jK&E9E~6}>*z)i
z`wN>Ud8tjr@V%XkJbWTWYc&gNYprV9$Br!>IIzK%f3_%ZE{kg9dRGgizwrjrTaa1J
z6&+Rd9aRRy(&gPLA9aJa2CYHskx_Tateb`er&5jNrb%}gxKV#UYfdaHArlb}Oi6$V
zOIOJiZEb0t13ILRQdSGMa9uolqjo?_gfT!8hm2lmdTHHv9q6$@?TNxNcQ5t52~9<F
z^A>J|hocek8d|`Va+syX?o*N3@&@%mO_u`dp}<6zrj?@zC$IOEf#!D|lYHQ}zV~;h
z7=lWQDIed1R;$bEK^vv;>})^TSvLbA#@XVeS%e-rMg=+CV>YWd2#W6k2a{Fl(lrbi
zTio!9HL}0Cc*FNQvA#=DWO>|q9)PY&j2J@GY`W`Aa>~01uOHlLY8b9Oz*bYsb!5Nk
z{O9QEFb*qFe^-ZC(+3;XV%xincs&OPttLrtK(dO{XVlhAEb6@!hwdccytIB|Cu28<
zl$0#|`QaHe(L<(}LF=C4o+rW~yg1n|psI>otN@|c)k#1P&>qT|^`^?oljdt5KmqYK
zedcDniLb&{4^?(N;D_VEj#j(PnPl*e>2;;YPw2kC=sCe43OsGCt;G&gVIq`M6n`pA
z8?|&X>szU3cE`lV#<z;nu(ad^>#{mKjkKp4jin~4$4I(1Z~6mKs9o-VFrw5~C{WM+
z=T{c(W+q-OIy;x|qm7jcd(8_AYAnLut?USxwr#zGGnqXAH5<qX4G(v1uMk4z`vB=k
z92}!+OpE_wFR3k?+;xFET0O3TA8Ou|U6|c;MYUs|?UhqTnSSG$y(4pHp*ypq+_!3L
zb>KG2^}ke%D@TBqaaE?bgU22e9-xsw*((Z%gYI*q+fd);(?7Hc2{>RIK%*VJnoXzs
zxZH-;p0p!J$Lam63bJ;G@t~|h#{&p@pzGV*tgk95>M~J@URqpisH;O{kGQ6KJAgC#
zHj6x@_u{YAX3=l7@7_e{(atuRmj<Z4eMQO-HwF;8!H8SOSWgy>lxYIU>RaGlU+2i7
ztPKKge@0kC6^&>DF?Q0G=6TJqv=Q(NAc6N~nlzk&(OaKN0-Xe4WO112&9Be{3GH88
zBP-y3z|SIxaqHCCLl4yFfQ#p;u63|A($ud}WkdOU_gv$fbFE1HwZ-2zQ9N)EOrF~Y
zuLXI!Ev<I3PLsva(Vu}l$3y-a5f|qoefkXSb}&&Ep4piFLmUMr7&A?;td*9ozYz9R
zhDd=T&5ddkjN8~27*HtmjG|QZiR0h2<DYzbwDsBRZEr7(@XY21+j4(*E&Y@2gRwUO
z=gGdI+30S+ZfgeI1N5b<_Q0_cW_8d%L+N$VgUxq)@+}4n7wKicbauAd(o=~st)*>A
zx^(}M75ZS%b;zUX*d%)czo%BNY5!MVHDG31-;7qhsaR{U4^Ac#Ia8#C@9W-*%XF@J
zG(a|FLKyyK?--?~#yFLSB;*OIV<u9mgU`X8Ql<~}WjWgYn%7v`@`e*I@-QCmls`P1
zHy0ppu8nM)p1F;J8<x|H1OH53&x5J__zUkN#A2*R=Jdi`smogTTs){RQuYe|-Ldg}
zyJN#y)d1&HrGc2$p6i*cxjF1Pzk8gFG6yc5{L%#Pq@ewWm+I?zBC!wDmXYg`G5;dO
zevka=Q>~KCq1~`-2ST%EBX6MeD_daV2liRei5V~Yu(U;6aw0e>wjfiNpdK)>&^=BV
z&|1o?HjE^r%Mh;xHIs74aJU1oPuo$X%FFs35IQZd%nqTusGQdiQiZSY1mIxeuxbhN
z{hImx`%%&o0yXAH)?|6QuTM56o#I$8!)LqO!P@^KzE6W<M+*ERa?;%ySbqbIx0@&0
ziv62SneE4;#g15xuZX1ZMI?5b6oa!UI{JET*l=Y<L#%K|S=ojlDNXnwB-tAzKG)TQ
z1aLg)x~hyA((7>X&>pnxE=7c!-Syt9B|&KV%1d(;3SAhT4960$<U8AaE?jipvnL#d
zlEe>m=mS%G2}+FcO#ud{I}KHrhk4R8OOv~(ah{O@FtSqqU2**0;TAAk6ILo^_$g@V
zho0TemIi^_I25lGS`j63efXE3fq%PZrN2|bO4}}j{*Cyyb3l)gVfr?JCI0e3P?bjk
zpqc$5q3<pPK<`iXxsC}hABB9~OFiA`LBszip!Ssi2NMHB#14IRr%hsqqMCTq;4bYT
zcAEsZLl7Mz(*0=u|D<Ppfo8?FPWy|q*MCttacKU)Hpj?N#_era{~)e@FV=Th03t2|
z(b{uB>L=&%_Dc<JlbX}EyG3+&iqdDdJ62%ZHR<r+gunO`kY(;pYr#K%jXLN*E0mos
z3#v%_D@LB8z^3=__dT%rxyE$0fP!p2xvPsRZTv9J?6_O*%l+uZ|LNu+wf_*G%M-Q_
z=Z=@#8Rd(_MAj$2{kkz#$fjnJe{^o!rE4%?EhPnz<eEwCia>_B1%KMM4)PC=gH`4a
zkArn%4R6;P@zdJct3!pdof)C~e$U-cYawW9x-_R>Z25xfG^bh_?t?b<eCQ~!N2lhW
zJ^PLB*b+6zS_~TO+QnmCtqA~gnfO1bpfB44|9b+>>9GKZI{Wig0ZPd?qD=>i&V<Ch
zT@y9B_rK6Y(X}Pi<CHg@<1^q1H48`IDrtmkfvS?H^KcckSlq!}a=010%67$J>An`=
z&M=mkXzG8~n;CYvi9c}@o`hdljsZMS8)kDN81%I3+@@nwh~V(v_yPw)$#6m`HwD-a
zfYo}nL0gaqZ})dLJs9~Hn-*|z3ebNBmM{miqRpIiBcl_bHJz&Q>EcdBG}>r4HA#dw
zcP&Y`Z!=Zj(*DysQB;AR+y<bEq<^wc7lKAdaw<s9-n9PtI4(5|2Mqi`EI?Xuha$=p
z9?oRTr*|y4Ax6eh$p3{UdNWBdLUTO~4?r?bS1XD=t$w>*`ZC${e<O<4{UwTizu$iX
zQ)$~sDQ&9vJZAB8OG*G3bJvyFE?{y<4(12)AaFP9_v>jo52H^4gRK>FD^Nq1E2!$w
zReWyre%im;9&D<EQ(0jz_S43S8JQ|6dE%q|^)Pv${s8O1s@vu4h4txiOvC&mWO{$<
zWX8Qz%jr?zr`yh>0;&x__l;fuf?wam5g={*-)f*Xo4$2m%Yva(@%)d@<qBr!`jqe>
z$}4EAc&|W(1F^-iVKIctloVa;YOL#qJ%CDnP64WN!kDUI-}Oh3v1<W7F~J0#XN_PF
z8XFn{)}Oce{t>`q=;LQ@BNUl$CEZa)7x8^iloAsu@8iE-cBdt~f1v)b@S{7zNAsSc
zD-@VGQfzW1@BE8@xPzSiwFCu&pB=w`dpR_7s{B`L-`Gm#H~71Pwa9yT&D^)W58`V_
zxe{PQM52Bna2Eo1q6#V26!f9Y>k0~iB#xTvzpJi6cOv+gWmrdt@ebloOuP#3$Rugs
zx|OcliV;WOhP$C8Wxte_)tB|<fqFJ>&h|l^jg{_Azf50+RCV>(RZcJhlV`601A>46
zZ(GO5%^Dv7kaen=B3A(@mSV6z(*%rVyyjn|NHqc@pz9M~7?^Z{3t%+d;j4KZwM;vk
zkJg}?CF0(PMU?&J0cNt>DThA$C5M(4b(#U&1uWZISI261ZS@6-m_IJSsO{QbMQYQc
z`pbdceZ4v@Eji;22(wG~I=b-NY`$irCyqL-&MiTKELT`43q;O~JgLc9tKf%+*nxF9
zc%lkJ%lp;<<lPq~nWZ^7Gj7KHMSD^&UNl!x1wXf_qg0xQR3Gol329$e0Ho?6cHp4-
zI!Nd~RUKCHCX)Co<XbhNTnRwOWK~h1Zkko;HTAzb_`+k{|2t4jNl{ezKw-nM@WFu9
z-+3Wob$EpnfwM1vkX%>K)3c<zxx`?@aV`;GAmqB>OG=AvruOUu82BMqFA$JtOS0x_
zQxY;#om_Cz;ugK&XAw3op4fi!Mydk|97GRzQ`IN_P47K<y^aj1n)F~kQNaJ`1z1Um
z9-379Y_~x=B4?CZAW9x)JK2ZV=t`VDLhP}FapJ#fnK|EjP)pvzDMg93RVYU-pZHH?
zc|Ud04JP0`L_{8*T-h4)L_NMyNbh%(7qPfv&3bGIO^UMyK-*J*_WmyW*iki1s^a|r
j;jga$-~5D}L@DMmcKM1godCbPhun}=foEKQ@bv!xH+y99
literal 0
HcmV?d00001
diff --git a/log/zPythonScripteTest/err_n_plots/aa_REAL_Other_Init__Rho_.png b/log/zPythonScripteTest/err_n_plots/aa_REAL_Other_Init__Rho_.png
new file mode 100644
index 0000000000000000000000000000000000000000..9aba7d50304f26a54ce02af3221f5cff142801cd
GIT binary patch
literal 12742
zcmdsecT|&E*KZtDurfh~p^s5Or3uojN+=?Ti1a2^dZhOR6$PY8QAD~Z2na}#UK9nS
zgOt#Nw9q?*&~i_3Mw0iPneTn?UF-hwttHD9@;v7`XYcczU)h_0n>XZ-9cDNTfk2L3
zQ-I%sKz`8zKOd=n0l)dk7xM-J;S0V7zjE6xc6PwhOU-P9u*f+XVtZcy^0}KX_YX%Z
zo2m;j@29_gryqLv_Pu?~s(x2YRcp<Vi6J`M#qXcIMeRd9Ir=+H;fThkEBCLeKEHZh
zSEq#6vX`AeY0n>>AI!#<TG*d}%b-5afmNIv-G`p`oZE~w>5a(04S}>iD^8<?KrXAj
zg8l-@mpii`Vi7Dy1!-jn{uPoa$Z#5R*;?Q##HY)`7Xry_quK}2N&eq-;WA=s9|Ynx
zm#!MBo7rh6uFS4>^X6sn&rK`uI<IY8g}&0&tJo`=dbG5(x3Dqqw2Eg@n8C9!Tubb|
zTH9nVDU0M*s(qK$TuKLwb9A`6UcJg~r!U6LN|xBkINZB8<h!WZFKyzbpm0--y7hMu
z$<{}8rVLUu4p?bhp_on`bpwOw7~RMiP1C#{*)PU9$TFVEK16%GyN3>%$M&V&`<f)^
zFFrht=IuvXl(U!LfbkKxLe9=hm6>3v)zt-4Z(y5|qfP3Z<8b*$j1meXIa&uHzc<Ag
zI?M`g)A5#V4-~S51P9ZEJ$Uf#z!8k~ls)}@klyvsEPWHgPF2Fy2NbfSo2YHCbAsh*
z@}rJmh96Or-ASEa0yM=6q%kY{?Z;~%jUeUy`r-u`KUQyUnDmxg)n}vB8*u|m)i}&+
zCeau*t=oECuVl59oR&Ecx-g37wzzZWpFf|b(CdBf{A6pui5_?ClgzHEiMI<HnL2vz
zW;p0)p3p$+p6>Y(DA;I2Su%baA;Ecfk4#H^w8}(I$Dy*e@1!=FJI+aX7A(y4RLP`G
zHfSRGJZ@Lb_#s(OwD&JlYIAjcV4d?qG_5TyDWbQd?>3voi{iE`kvF_dMkZ7bU7BZ{
ze^I=00PNw9`XB*!5-U4(^mTMpwY5*3JUO&s<?P&a!ZFG_!r{we%XOYZcJ1sJ&Yk;R
zTwIzryE|vOVRo~UfNlxMmKvH#`#>DJdt^RVBzmO(MB7$4SjPVS8`!Z^W_RgCFjly^
zjz>rASoyY=JO<NLiSLT*n>VzzaTbl{YL|UHQ?)ifg@lJ6hE8^IuMJ8Empa^Zm98|@
zh-DIgzWPbt5LGd$TRLEH^XA6TyDy!btk!L?{55&-Fh>GK_9@zD0scKU709Ynl?ft6
z@;H}firl;-LWrJ1kEW=xv1g}fr~BO-61JwfN07op4^Y~)4G>7bnHg4GNC)owvWdM=
zlUaWOcOu&hm+9wsd~$N;0qk3`<FvaYVWG;=m2&@jz}Mm}np*vy{>bM#JN&NE$wz9w
z2%vDYeuSm<+i0G1uqcDx;VerNsg0rRsM^{9|0Z+PPIV}9<NWefqzV*lQHWJv!K`6O
zutB+4m-|Pbefq2km#Q(C>}E|r>c9kd%>LT76ckcZN9ViCN9%xuc(FK6m};02f-pZb
z7xf_%aTa_axS5%IwTM7-bTa6q^SbN`6R?H&Q@cCzJQtTfq0X+>#k<`BRW|*y_gY)$
zv5156aNj2i>gr8duVu1$&CKKb*71cQv$99#EjszDmfgVSrsFM1*3SDKipO_HXS*`n
zw4yC8f(<bwz0`aPLl~M4If^cE9_{Aywq|VyA@TKXj>m9_h%BTq`iT`#vx?4cd@DJ2
zO;At>N-xD#fvV&=Mz0>z6&8VD8t>k5)4wI7$PfbFr(dCUjS^AoH8r{j)Tf-Fb_@p5
zrdEh{Uuw61wWKLJz6KxtQfGtSF2ymq*eJ#Ezxw_;hTpxY&XgvM6)9ntqs3^jo}ndp
z7$T-qU~FwZUYwpjmCJwqijj6#v}4E{&f`rl4@l;%H-qqYXfvLo?|K?ql&^lIR_@v&
zYMiQNEb4V?!l|&QLm#Ee#Ra`SwzYka6VvyY(b53Hx&M%Z^7us8f=&zAmx;-o2MvTw
z@EIX$ky%??jV5xqIQw~Lkl$Aoy+cDEAA9+lXsE#Tc%Qo(Bw><dIBV;_J)TBt_nFk@
z!bfL%UM*i(2?7fiE0K_z8}zIxUmVAVpb8L}TtiH=q-Q>>)Yg*!c$8a~pt~OX$f!i7
zj=tJRe{_Q3aQEBg;j1k=`Ri-}v?n8D5t)?4)3AfNFu1oAmpZ@3atew<Rr=jkb|`%q
z#4Ezv;wnM8UM9k;^^Vz;@nJPTB=LMiUH(v7A5-1T`r^ANL;M#XYUhKWs;a&%XF5NJ
z3)zI{-Y2dw`|a2F2UG^9w1V+<sh$Pi#Tax#ce<JH$jFV@#<cWwsqEep9LQo$ODCuG
z157mF_{kTtxQWw66!+$AZw0b~eY8AT`^Zmt`rDge|JxcGvxM(%pN}*&aH>%!&_MHg
z`lpvl=3Pga!9JR>t0_mX&h!|->+89e>E5NMr{g=rYku=GbFHl*Y`STF&XC%acvDg$
z2lrUBVP#<O+E*(BFm?dHxyfzdR?8N(Kk)1KGpQ#q{S)n>rHhY~LXL2RhpQ1j5VT|z
z6|Zx4l@XqqY^E?iHt1diKm(!aW1kABO%W-OUcYzu*3#*gT4A}2=g<=zdgoy-rQ2zb
zGNwJ(vLnFzxmHZ==okn;D<m}aGRL`pHIt8cEJ4F^Og0Rpjh>opMpt?-WNfGL%_WE?
zd2c?4g-2<6wFIG<Bz5LLKjWgE-a3%sGP9)$2fIXNXO%V&|BEXR@ztS2A=eMqQj7&Y
zsi)=gXfZE+8Z}*P)x|YYjh%Cmh#v;0^(4w;5>F>B7XJLZhmxgbb!vk5vY&1OW~Y-n
zM3P!kgfFSZz5iL}{h~w`$U-34cBym&i?yBx1v(ix!o96H*TR0!77<o&4L!XER}6AJ
zrxqiMg!P%{ZDUd~Ti^!{_bsT%m(4T3g2%I^URq+xFoA!;VCF$+lzu}!;+4A!+Yi~2
zk7~9xmlmkYDR)>cDBnab4cz@;$&8=tqi!iflsTTVFfy71!N++MmIES0n|VYMQD`%S
z^h`21@lqtOUH4w;f<Oe|mT6`!!fDs)(xh1%>ZLXHH0%QWse%J6r4kL%&@()UA+?0E
zAH+#5`M)MfBa<f}KFex)dKKRz2Eg&q+}Ox@KGQ$su!_Qj*K!9`zqH2SV|e2wtkm{Q
zOk`yKOzeZDrTU491)ezFP?l#G&7BOTD@)X3>Da2u<@Q0aW7GPSbUYr}RmRSJ^Vqu;
z?o;Zxtx4A_SM~+-YL}aD_RZU5rKe{}`Tznz$6Zuz;-?YJYo7>Ca0aW|W>##Ip;=y!
z2X4x(FZ0aE$OuS&ZRlOw!Cb@$7SlVsc4#E~g)nYh?)f`|Jjuo2VA!`x!>IESez=)7
zDG`y2vlca<9!_SUy|fJs=;`U#x)}3}O_CYZhT&k-3;0(X$9Xh378lE+gBe8-bF7Wy
z1hJkMW#X$j9D^VFW_cxqy}v9N7(|VZol+^rBWMGiH}Z2nupWtxN3QWMKTnW|z69RX
zsHpyF=KxM3$}yOZq#(dHf0g_h08UTln}DyarzJTs0!r}b+=N$rYz>-rAGF>rN{(0+
z3P1w_t&8vM*uuiY9Yz<vs~JQU5lJt@SvEFhxSYX2>RM#{=dT%_feO8CLAm^aXtuh#
zG?>Fc(f!q9$(v@jn=5nYVB#(;3ngDpfm5UPckLcL>|2(tlQ(6)HQh+}xpU`MvtH-s
zUclNU`8!Q(%v;@pPPQeN`<t4MyK4?VZr}h4zyYU^j(ny~LnGGddf8(`yH*Ykf9uND
ztoK{n77g{8L(~X%7{K(wXGKI*WiajdDiu$??t$J1wZ!nS3kY<VhQDNpF{xZ;o;vy4
z#JogzAdPS=!vTmM#P3$Sv_TXXOfBUo!YiQ8bm^uRHp3uNgm`QOJM&bIrX9$z71FJ&
z(6@^f_#)3Hb(NSCMFWFHnLL^n)3HKJ=3=)t<`29PMZdFEd}ac)$&;SmJ&(ox5+`S+
z^7Pj)Xcqq`N0(&-RERpjK+J{9dhHA%zJb>gEi~SVYP9L(AHMpmTe2b`GfR;7k0%d`
zM84elnv8fBdE050VYB|*rcOSUtyh5KSn7w|`p=t@ksAIAT3Y_DY<4fed}0g1d+K4a
z7Q@DN%G<+L$!qogW2aA#BYl1MKiW_Egve8<5$bxkd0>2eP34^SGT=RT9w1;7Q&=9H
z<#Dd0+6MbS!OKcrU43<k(^CRBqrW;J)l?e(JQMb<y=BL32p&2&J0;FOYw_6s3tSin
zavAU|<Q~gTvDv&~f}X0nx}=K|hAyG9^tAp$nIe-bt9~I*k6pHB7cVC#K|$xS|52va
zrfC{YfL=FW^mMGCc%%#xR#q-qTU*%(D>39Qr1foYZzES3V-a<}ix0sIlzPd5PI9}V
zb8072Kd`!Fz2}2VsbrE02ewJJ{2V?Tv#wc50fE4B9XboxuA}>A*DPH_+`XECB504(
zE8_{UJ+Znla}AbjHeC@-UGcn3{KNbA`RVEG9I1Cku;<%TczY@dT9<tYjr1doYQs+`
zmw)joVR0)9Q4cxjxm|r2n$u$=Bj0Fwr*6%*#cw~QhwAVawstzgK&9UzN6VU(9tssh
z4RXsI#NF$gmkpo@G=o6uqrFDnf0r2%wjGR#^g72;nppH&g6o~OjZMe<q{RsK<1P}4
zuNK*kp9MicKXjblp6|PuEvY%!A+x|eP85kF9p@l#8#;VC*(}b|5Je>M$``Em)!6j_
z@bwuWYD!+55rBZ$CklcK-ZqTN!&XFpUP|Zad+>Mg0_4jP6U--X0r~mWi|C?Z$E`2m
zqzwbgOTQ7y-~%TLRxngYwez31fxToA49??39@>WAeqM00=D=!2t;*3qFK0^Hr$7|8
zyCdn{MC?7~A13gd>+?lPq%jc1;NC<YjbPFVq^nXqB?jQ%R~RUIb?>XHEq_j_znuu_
za-*U}uVTPxe}p28>eyuv5{qE4<|!EI+RcPcXnKVt{Pt%+8{^EpLiZxm&T(|_#$hp%
zxs)jU88l+7$sRD=%ukYr#g#)83nwW4m`RRR2LxpG4{N~Q>Ldui$qSN)80Q3$M7Q6#
z>Br@}K^y<uWe~^sxR;@FIg<5~Psg5_G<#?Nvla1gLP?_(c%Jk&EkP@i9T3n;GU2=c
z_=Mx`a(Cx1h@}b)Y!LR!^~A-0j*fO`dvmHy_4}biafo=aSJvq64aEYRfx>%>3~0#{
z*_94+C)6ap6vv|-6Oe1lii$ceH?Fw5n>jhTMKx#2hbsPdsU+J_Qn-Kd72LuX(1E4Z
ztcOSF$~BF0#Bi~7_0kc~D#6PilWO4Hl7OT;d9rm~We>|;=IZL}Tk7jE&zvlpdYJ=h
z`v-GmGHRkkUaXzvw%zjI2dQ}fX4F+#a(}UqO`fCYe~$9K2;;)OS(j21&&lhIUA78q
zPpLGsd*at?<e-z7?1sp?&z@@*tV~QVTm(jjKCN_GS8(xW2L&DVoDSB`$x#hHZx174
z7_c>Xyxku*nU~u2e*~iQju62iH^&gev%TR`Yz5D*jdybe?BX~pt+cTlZ=p^^o#_Uy
ziZ!Bkx!m2oy5TwERM=#D%^+Ze*qwdbrN<{Q&ZC{>1bzg*E<zM#STZ-phV#%LenQj;
zJkoh-b%fZ5Jw=m!{r#^1PpZW#xwu?OO_K4rQDOPQpG$W~)}&%->6tD!tu;`a=;z}n
z>Cg_Jw))^_*~Y$p|D0OJV=qfYMg>L1m;OOzB`V%|K4-G$xM7y^mjKH*Kq)#nr2Fd$
z+uiY|bgF!3n=r^MYg*e(@q<qIlr*xdMG!<OBc8?a!e)Er(89egv&Kw}2M)X$^v2ZJ
zr^n_!f_=->EkANo_O*QI8Z1048mk|`NIW+Gh8?he4+@7i@h;xea&x-`J<prHlJ(^n
zU?3fDI-Grz<<=IxKB7yH`zvg^@FgXE8uW%M2RG$>$20#zu^mV0sXF`^oP$0`hHhGI
z)J})Xn$|~t4@L<`)Ot2_;?wDV9O6;80$LwB;@MQVwQTcxHdbdHMqZy*mW*8{0_<Oq
zgzR@WnTQAOo1JzJe*PtM$t80Q4J1&;0ojtj0)5(XMhpQE(kCi}x#8vZ*BI>5_1+J`
z?yIbqbUy?Y-JG|<t*7s?gv<IDTA(b7%Baz{LPf<3B`(3<W|Q9BI&SWDzMR;46>GC+
zexDT;IpJryxW1Iq2v_D@DuzH#%?#k$W%4jw=hG(IOHGC|sP&!#=6?G0mD8W@!yI@j
zzkD{TmK}r90J{j>L^Klccn|a^=@$3WSFaovo=F<GTRui>9_vao%b<ed7e5}Nu6@ni
z^lR9QiSa+P`Eo0y5BZ_FX~(f)uu`h{ReHL|%!>+MDHQI2`$i&X?Xm0V%<C>v1$D|A
z8arY6N1^m0i7{xlEaH3oc*D&bkdAkmX*mNIEx%T!+Tn1x(jitpqpjbirI#mz`ejur
z5g#;4%dK*>=%h=5<-xHsIa*fymX0k;i;Ds>b;~%Xu~Mz8UcGP7%R0hesnoGC$TNGn
zEw#EJz{73rHQ)<~o|1Vdxw!#X{S%nHZMG=iQ7j#*5H~S}D@YKFWBheU+OcN6CUTeR
zBIAIi=5z(BU2N3{#*|<x^X^*?Ilwgt;Qk`iUDDpfYAQ`Mv~pz43J#yxaxYw&>&yvb
zyFuhSQ8aWNo)wo{gxN77HtVhH$}u>0HrDz&o^w3ssgGFGGBOI<SZuuxc*q<YZs8U1
z&{E~wEkh(7#0R$)jj)(Ht$^x#3`iPc7itw7p<SNWp9k*G0Gj0oRz@oL(uw~Bc{F0S
z4Ow|@tL9H|R@9Ss%h`j$PUJcTkI2u<>CmJ|Sp5$m3@2d{bYv&Ibk>;_$-NQPNI}s)
zn-tc`@bV`N{yVN2hma!3KS16;%$Jlj>@g;w!!KJCX}>ex-n;_`9{mT0xxn>2M{pJ5
zMWhEmD3L6Tgk=TlzN7z1hC1F<F@2XMp$KGbh>TZ}52Bt-LJG*Z**~zRC|1jA+<Nez
z=~gnfo;t0!wKsDz{8nP8NooN*<*#^DgH5_6`K@GA-J^g+HbXYMsDNoI@4fY!nTNEJ
zgieo?b^XhR`U_gg^Hz9|y#^kcBBd!0JocF0UedtcdfRaJ!k}?xQIXeYj#Afo(b(u{
z&09K9=2P)cTk+#*XTZsqnSFM-u~<cVlbwx?TRb(ftc+hwtn50rD_Nc`h<*Uwl0Bzj
zt`y);M0ZI{0t9j=Xz-z&(CV+FwUOC+1pH6xP{KS;rvL4DGY#^#XI+If)z#6+<vsnc
zd~5hJ06b^5qb2ESe!p+3xri0I&TQEaZmA2!WV&XD6b^{-OG!1iw0Lc~b&Ydx3L$qg
z2ka6q?mTgKM7VGpmYaJHGcwA)2KJ~LJN0}|viH4vcYua|NZGELjn4%u;OC#o6gID}
zk)zk!wE~>acT#cFPIu_WH#BjV{G<iwx|-2}v{1>#tN}aJ_u|Pjk8ut&jSZaf4$Bze
zNUd0!%$MJd?GsN;P1tTI8{<$JKg!Ut4d9<a`w#e!sOuU<HGi_{U$M2bQw0v+h$DNc
z^A#w)*lX-)%;SKsxnqVRt~`dtoyIvexS))I1o&B=tg#39!T<%u`moP_D)e9|U~pPI
zjf@n4(z`n+^yc{-C&B*^$)B!3`CVK?@7m;mD%@p8;*MzmCwMJEh6~sUj>p+K#SP&A
z^0E;5v%S?KLWd74%KnWvK(Fyn-hjV|qY-@hx<r}nAK)+W?g#jr@t=2M{{A-1TY`0A
zHH!lF4b-YEEZ+NfbZmvQGZWsafP%;J9TUa=dw`nX+sCA+OmNfB^;e4K@1JFhs2fds
z->eBJ8c<n2B}h({1d%AirH%)kAmxCX3EyD&*6~?X8Zh3=$-s`07T{b|+6DMPx&hVA
z`oq<`=eYS;f>c;onDBI%a9-|GUw(*^*X(`ZzoxLXxhDheSLQUM)ionOC=q1{jFQF-
z!i%1CGkBa|&#p;ufU9QLp7=ZX_bp)_(yOt|e7Ce91qe2bhL+Y?D<B5b9jyoPIlMNv
zIhoXhcpiCsWpaRTv6Iru^$PURp+koc9X}Zcs0_<sdeK`wxUum|Mi5|-(hGU#7qD}{
zA0S9zXP-Q&|D?I*Hui>|g=fgR=fYJuQsQ3KXJIArm#1NTZB4;kyDTu)4`tW0iRRF}
zt*#!*+>Wcp&S%Y6Bp(kc4b9SxvMEGMK8kww40V=U27d7Pg!zv>aIVqLdPACyHCx4F
zBl?4&U;!ihG41t^*_|C^yq`2V_?JlYqX9ogx_~!IWum>#J@uxEqFx)34F0ttz+~J9
zmz3}f_qXXOL5x4lW}Cmk&Bc|Oo?cgXzI)xhK7aE1+PpOFF7CTMyso!+#{g*b#4Az4
ztG@z<o9N$dQ;>9KT;RRwW&xJ@h!zvkzVH~93#``J{Oa%DieI*)=P&Z>Lz*Zu6?y#v
z8PWyC4k0g#t&}Fuh;ZsLQ@WE;k$#T^1A~JZganY^zI+P7UKO|&KtZH~f)h{TfzY^y
z7y6LqH>69f8|K%fsRHR=9@4OW&*<loUZvn$ArB7dT^)Nk0~>Et<nt2?jD*IiyhHv(
zu#+|Es(S+XQ5eY)eo_ub0@=R>kR0bm{n|A@4tHWKcm0TSLA4k0EPpx<=YkqI_Vn?;
zj6~P5Npc~n04INbO}X42pq#8>N}AtWVNqTX$)^{j<br&rXG!$^BfvEF7VF$oOg0FS
zBe|QFe63`GK;prZE*pV+OG!Q|o~;Tb^736z<y;Va!t<wOy+}hkIU5P@D(qgs8=)H{
z>;3!N$g*~Z>?Y6PKZf|pO&;ZF{gHy*sa^ncljPH%!B9gWq2SSp#2Jx(JVo=pdN1q$
zkXnhyb$hsN^#45fw++o?X(W5H*0F%ry+G-^kdegS97%UEF&;pb-9!GH^pA{;(nKz_
zH3M)1jw)@SAV2>*fUCe6$OV|W`pgtmmnZLHUcY{AhCK<cm6P{#o$U8mdF#uUyt#qz
z^cHImq#-r})boUR2G0T6lh@+?G){l0KO#;a{QrJ6a6UWXqD9xkO6p_BTsZ$zb6`eu
zKV)5wkU#&@gDQ7E_r9Iy3}|H7x$bAM@$IoQW4PqmDqF)jl+|~u(t*J=wP|q#Yv*>Z
zOVb%1{A6n5fah`43c;nvrohG4L?g>h;H*ficCJU$+81G=Ckh0leu@&yV4nOYsPE(_
z(^FEXWE(7-0o%jWv|AU^_#`;kN-5w3*sLd0Mwyc8O!=dgDs5tvSwgtDF6b_O^C%ra
zZu?#dmGn@%{E=7r?vRfi1*H?Cc*?wqN|~qF8DT#Akz`aw+u|+YVCRnM%9?^&0dDY8
zGhTyY!<D(UavE6q1hc`V2oA@c3a5dF>vOBX>?I10iY1TX8c;V}n>E%eO;l@PnZ<75
z*`eBnr}0BcPPNTroQ0s3V?EwJi@WJOIXiF%J_CS~!+AX~cUp8iI|chHdwF4~vd!LJ
z{Z=DjOYnw<=Jm}Q+H4NyaEOYk!?PH%NU5&0e=i>lod9*K`UXzf*Pb{Rmg9l*^c*nx
zQ1d4WW@hTmJy(gX0$noKLRn^I&z`x|0`x05Onpjb6q}(!H&s=m{a+}hbPG9isoFmY
zv_21eBx?q{rD1MA6J&u5@C#p9Foz9K<Qha4od!p+SCzf0?|_|a`Mp;Km$dOP8U_X!
z4AivIy&L-vZirK_z4~&Dn1?mpijeoVHcpp)P{2M9%Wro!C>(nF(nAqmV%XK?oa(4<
z6*uM88AwA3sO(3M2M;Oyj?SHiHE4LL>g%gv`8+E`w?O{|Z5Y_K3}Pa5yRxyoW^fc0
zOiv*8ZO|~e0S0+J+ve@S5tNk6crl$6O&G9r#5A0R4&4X_GkxPc{goaUjGBCQY+86m
z>fX?3oNLe|s6W$kUqwkh|KO=IwQ22oTNAy$xhcu-dF#aSaAG<(xm%!Opsrr#zHCm&
za~e>QPKd6&qdrTKG9a3wmfB?}E{U?$)web%J7+%xtm%)1S>-8&sZ*gqmn#6*0w6PR
zP97d~4h=ebA}mY4x8E828#b)@SwdI+1!{!WEuGUaBcs!xDzh8Uxo_8XC8X}=E+^<#
zt|PD1hxtG%Q^zq=^Yhq#RvMa<G)!7XImE(95C5wQS5BS_bYU-EjQ_aXr^;$Znc$i<
zHcq?kT_*;`x3i+qZyXs5HFXP~{2Ine9lNk_99T{8v+O0sKa2#3jO1oN<(oIBKpo4j
z(%E!YQ{G@e7v4oQ9wz_7cu3?aZ2~lyZjCV$^Im+cFF!HS2TadO2;KIOJ&1J_dsiwh
ztaM@$m)T`is0n!Z@Le>h?fFW@#R}7{zS^yB-FX@mRE9Pn+=kC3@FjVdz7PxjZwnDb
zKkhwdNx5(UP>$-B3PYouwdp>y`cWg6kl6pxaPWZ+dJ-}yC~pW^)2@sfBG$YNZ$kgW
zvIMbs%eXlPfmDPobZP=Z(j%Q4!p2Q^f}}RF(^pyja$^qy>Dtm&&Gyin46mcgcWUc~
zuM%^=Tab9fCr^s3WSBsQV-Wl)49^9TaR;*7co=aEt0aa4nT2776(eB<<T94rwjeJ*
zkV$wVjoOpD)nwn1$?X}zf)tjj>c6`daD{(!`i<#HB(4o9g>kmW`;z$n??}S&maGOs
zu8adootdcenywC+qV=EoC~?~$9Tbo|5^p|>w2(wL4tb~;3&{db=Kj$9U(^!F$}exK
zMyQmPB_W1;CRN%+`3ZCf#R9Rw^`intJ|94MNbDDKkLAy35KYuB5zrYlHQe!*B&=ll
zBQvCWW|Sp=IYwTD`fFOEISZHs!Mg-Ip>lU=>4}(2Q9kG{a~<RpV^4ASuD$zTuoAeI
znu+J!BWlnw80XlM)Ug5@_6YsCxEy&z$=b`E57#xadv?~uV=~gy<2-Y7mw;MyWn<RK
zbE$oG0GJJ}>7banYtR;(+f;%U6|sV-ihQGi$EGc{yt+B7%gUGol$19Tgx01qJU&=J
zUAEwBOV12nzh-g=eJ-U=cA$C78a?tqR429oX`#H!R<T<1uDkm!(4NF*$qutT!EHlZ
z_K3PI1bbfHvZe^Awiu5ILEX(4<3KD*KyM5<`av<;%e}4~R7u~arz7#K2}LXkQJQ5o
zcnxT@l<kZ)p@@(UEeB%L@6n^96PQ)dE%&^9Tfy&m=F;+Yz(4f=P<2vHLmv;tG<Cgk
zi~%Kyl5zp>UM;Ao+qr@9Z-}VueqaQTc-9PfwiNZw)Ba^$!dcLr$!6>9*y2bJ>|2Vm
z>1<SQK`<>eu-ao>slxH@&)Ni{dpoxP%=%;)vpBWe58ASj^x}Dw>}Yq+yI$TniRh7T
zs$)m&Z9t3DSS<I+FuMU`$+Ej7jDv{Znh~|1YB;LyZ<j_lje|B6A+Ov%=SpDD-0h)-
zPIja@18;&!yrG^e<QO(y40KJM2m|ey^NRiNf$K0NV{gx$s>HJPUEYw;^355vk{Ej0
z5;VBafL1K+3ghV=){vN{acye7d5NNw@u(U`28NmMk`#Z|EdaDnS$X}g_URoZ$4jLY
zYN>ww;>PPxG>0gz7Bna>Wf$u4z1N+kiKuHg?hrEs&~=~Kf`b9A3DbV8A?U$`1jAfU
z6)Ra;=2XsLIMEQ)-yd*sbs>$CRq@?>EpZo%)!NeR@^`v@Z{NOOQ7f*i^CNClFkMzr
zhmEl}II!!4I;pM!f7KAQjv<Zbat{YOgPx2GjYfLO3rV(p6HlKef)2**kpXm;4j+er
zz`7r+N*TT~=H<PoyZmQha0L~-*wW;=y!1pjpDJ$i%WV`&x=^#PFfe+%bzXLqAhns2
z-?3z9*gw+OJEgNc3~KP;eI4SYJf0Frq|sMpWTqtUfW{b@agLTs>{r^TKWK^W9xX8n
z0qVQ+yrrBPb&{&X@{>`F>(ewfH@7^%1gopZLe9useQ@;w1t(V*a7MUw<vKKXn<zr$
zMchGs2uSUPQ?;^lsW-;DTraDtYTMfv`@;*UoM$Y5IwO54WR(#>)qr$?Ep1nZh?eNv
zhQy!_Qc{Z9-DijGdS%mHY<<(w361sj(&5if!vJ$%{?Rov#A#ByGTWM@4tlRJ@r3s!
zB{j31YN^c?8yl%G2heo%@WC%k;vE0VQfU6Iabnk=Syu!-*6o3FR8$KX{ObL_)NSv+
zsLf0KOBcAhfaYk>uqk)k2nU^%py`9D#l*q?zw4!_&*!jAQ$Zboe3Z4RyFLxtYXlZI
zII&WEA1X|c>x*BG@FJatF)c6e2`)_yhVI}~-hRDUxJ~qZB<+){jWhLWe)d*?k_g4F
z_UKG?tp)Ac?=bH-Gnl18kFQCNmiU(sQ{UdKe$CkIK<Z?F9%b}9#>!A>xjguKR7SMt
zKsDQ#kx>(9q<VZTI6=Vv{fH_J=-JwBkEj7{I{&*n^ocg&|JT1u*paTByVw2gD1H+B
QeFo&3><xI<)jJRV54-HJ4FCWD
literal 0
HcmV?d00001
diff --git a/log/zPythonScripteTest/err_n_plots/aa_REAL_Other_Init__Vp_.png b/log/zPythonScripteTest/err_n_plots/aa_REAL_Other_Init__Vp_.png
new file mode 100644
index 0000000000000000000000000000000000000000..0186d4311fad16bbe3ce9a3067afd28dd95420ee
GIT binary patch
literal 16139
zcmdtJXIN8N8~2+TMs!p_L_k1b3@R!DO7Bq#MQL_wi1a4CcO4W^npi+ONK+}HNee|#
zigc;cg0#?5gg`<K?~0BBbDo*!Ip@o{uGb4c1hUs&dzE|r?*IMY53gvdFzn^r3xPlw
zE~&z=K_I{CfdB9I{0e^a?p$0t1ftM+34Y;*M?8Mm)8M8nwPBu#z5l|21BcXaoZofr
z>QKj-nw&aBoK^lgn*!S+v-sH9<I(1)r=rF2QK`?%#C5H25z6kpd{KJ0c9*&tbN_Gb
zWN&}}A!wlY1vcWO+-g-K(`IQrX(N$TNr_OXY^TH%^JVk=A3`9>rxE&05XjwP_|e}W
zC&Mo8fn4EyZ~&4lw)ZIHyw#zLkh`5H??WKzSNHq^xtx07SI9Hv|C_$po13#60<jcD
z+6E)n{gJ_{st)g(w6JfNrJR$fUmT2MgXLD1mpLd6n7sM^-yR--bc@^Fc@`4#G&s#-
z;#g+9ZU2P==e;Zu(@Gy|YW&s_0rnHicm4#UIP2u<$|>n~cZO82v0LBmu?CV?j57>+
zP_!T^I(m(PD?aDSo?p&eT|dDf>iao=eEO{oYb)OHy2&y&P7%g!y^zNxEux=t;McpI
zUgZ7znTV&MW|Pkci#I!l2y5d{_Js(As8Z~xksDq^%k#RtV8(7}bM2M1lj#_$;*y|t
zo6SBOm2^^<pv`Je7!T_VfdGYOUN5}XRS=7ruYEA47<66fLx2A~*^w?sTtQ%b{&&cg
zgu=pc?h>YTBKsQLbUY)Vy)_Q=AslJ1dG>H9RK%?X;_g0Gj@FD{J~!i$5xf|&ze*a~
zSTx`CynyJ=J5or2+u41pTYnNe%ZWs`-#wo+`pKvyytIF$`hD2?Ee&(`+nY}$q|ZUl
z%Zjucly2UugN|Xb>r3@3LT%xFc;mB&PiW~sOF}}S0#wo+q9J0Iu(AA<TMf2)3!doV
zvrb28=<PnNpj$RRuH|;)=1qOMSk25hDWgU{rV#=j??_jr<?LW}2=a$~xx2{ltkaV9
zN?U?TT<38i>a*8-10T5NXz!XUyW!+Y9=G=`x}#>xiu?RY6e@S}Om-GZ%e#v$peD~~
z{N5UmPW-cHpWfJa`WSHTf&>Sv$H<+T(a8wDGvwm1j!?`UtRlC?z7A6mzj{-5V~Ra0
zGcBHlSz9}Ejldyocjrd5P}N%ozx8uOwBW-zD!Sz5%QtBgvqKgN9-gBu`YJ<1Z-l#!
z90U6*Shc0GDlyRx>LjvqM_Ji!JWSZI!sW{sD`rP`cMkc}1(8uUy?6z;_0V9rGX17I
zK7<J-mTSj)DAI0to!1|i>zcJWlx4xr{QAus-8{>l{z7(rif!yYu=oxzJ33fOQrnW)
zR0o%rTyMp!csc)BbNfIfns9hxX!`!xbAd_dL3uG;jwFwbDYYHU&>B&JgPG?Tv@iE&
zMbQ`0E^Bd#^I+|)n|7w9xVgDO3(Rbcm6UEOw(h4N?}MREh<aXIbY&VWE2Pw}h#onD
z<Fdz&jV(qfRg20uM#e_Hbszbd5m6xyV#nR2q3(2(8#jW34XO-^Z7BJHvE1rX3DMeT
zpmeK2E^}D_;r9yE>4c00Hw2Z+O+dS+&5&lr(Q%#WOSH?8-MJ!#uSdm8{mV4Wo0izw
zmnbAo*1_r-x>E0fU^hHYX~J|NB0aq?7L#B1?SdhhF>_vfCgw{rQC9Qe&;P9LEL}dt
zJWnQ<;(HbP<iF$@jmjh-x^{md5Qe6(c2KbNBGw;c7Q+Q;v2Fb&LU!$U7C$dH<MBSW
zD4yYpl`9%y7vLvCd5s_0h1sk#D~8m1jhL=Fj9zqfUMq%x&G!{{LL*qhtdv-#mi^|<
zYjm@vnB9QS6}XEG`Vvc^#H6L5&Z&%IwX5@!ShDReAhdq*cbV-rntqIdI=!BlO|0af
zCCIo)2}+iz!e0gjx)N~1&r)L&3oO|Z2$=&nu3zu+Xy&4Yl~*V-D|*SW<;I#t*GP^2
z4VUyX3lzhj3NYb!<~KpKKJWYf<@@!G3iw1L(~Pd}u8c4xrDzIXi;dZTlkt<{`&f@x
z*E8ECDL5-w_1-s6H83g{z$15OcFmm7JbXIiQcaR}%nBC$zNbeVD&lGE(q;df{0oPH
z#WxuzP77q674&@5)vv^`#|l%be;;%w@AlaJ6f#+6rHslErrhQFsl4R5L|t7-v>V~F
zwbz=k<Ol6rw?b4sJRV0!dz0vgp|k^KS5+0>o`dHol-9L|<Gd?J<z>-VX5}nDyMWD3
zp6yx4C^~cU%m%Iyk<m_}l8en5%O21Up=N7haDU#+?SvlFKuL;JfB%DhNJA5^)jVca
z)|>ttgZ$B#b04Xq5)sDAWLv^Ry+B$I?|e;8y!VR&)M?pamLSg$PqWdk#<mTXp=CoF
zF~0oN<)H%QD0KmFzxP8Fb>TZ8ZtH#R+~2h@@@)g?m|Iv#T3ss&KD=MK%T^?;I-u{R
zx4*1N0TQe)RVn$6lFj8iJ-HPj(X$ebZKn*1edg>5o|C2vy0kr5;y|UlaKTS<LO^Vn
z{j1#&G0XLY0GJ**!OE9|pFc>Jc({9rPfDuTdnu_fF^2N#_4O$sq>wjdqm@`yEuCEG
z-VmOsoNCZgeZ!smEhG03a&1b{chv=b4>?+{3ibxQ>+~0eh2kXata8Mo#jlo~gU@E?
z7hTq-1IlQ@!p*ibe(0r1L;De!V@C1bVjByX?|@*Iwt~g@>60J^ogZgw^S?d1zFW`p
zfVcNBk(bk*Ql#%jkSTWG{5Ul9a((?E^Zb(4NO}k{&&a4GY`QBybt>$zeIbnoB*tcD
zBwU;FGAimiqDsZ~{u?+H0@%2uAMp$1u7o0VCuc<I&_ToovG$DkRq6``d35=k6UW4E
zd$=qQcd2|Hlw`|27%>gbwZ|Flr%s-n!Q@=mA;$Sp-n|O!Wv}#@?@W8Wk4xrRstH;i
z%@$|h-gateajEA1{qB99bs&^2uNE`?PLMk-;k5XQ8WtKBX9j_^Ub%X8X+1>X;6cs4
zK}?~=m$?w$`6XL>OnOHB*Cv~}sui+BCEm`i&3|>g$k8OV1^uBev&Gv^SJ5O-XODL7
zz|yAz!J9XGuy{p9I`#^&RBuWD5EVY=Um>xhu;!8z$KuIf9b!lmA8G=;-`ZICPXtr(
z?h@(gX4MM=<$aq=!Jg5Ry!LC@!S`)#;f3bm9G?0~jNEeIOw^hGNWOo+YtzFFq3Uqn
z!C}e^(b?q;KPHhe@^Y7k*L+>mO*F>azc3iiu&2y>HTY{@E@<Mll`g+lBBIPX(=cfx
zsEp{lOdWc6o|jbBLhI6-<UE(9fnn%Edo*wSS-;@wr09r}hR^5dFghY=5a^caGX11t
z4N+>EcApxOa0eoz*{K9~rqJ1ep7!_e(~%<t`zi%*9T%OOH<#k<ZO_6Y735Xm7ZrbX
zWmrzS%KA(QnXdsiZ#_b4)7Khuvq=i)mY0_^pjUpNAmzNc5Ro|3+gkl<dZ9WhyJR_?
z7M(L>TxWeW!cx2?H}73daV-h@Z8uz*d{+Eb-{gmfqVxerk4fEL&im?x295GT`Jc9P
z?ho`rt3Nn<EY0s)k!2nKU{kXIUu}Rn%qeIEll(_@G}Wy-_}H;{1=rblPdX4=lV6`c
z{U(rcM*g%!r;oM@Qj1wS={eHg+Z?-#`S(3vC5WBrA*kSI(c0LFLp{TWhK4cEp9@2e
z*8HNuanr!yQSgvwLvkSJBB6)&^w0wD_TNdB-^S8<@m1reRHz`~a+gI&Fv@-deO`9e
z^O35ua;|4IuYZfEuLH&5HCmoewD0!W@-k`n+3wMD#W$~BHK9E&!2!qJNz>KQ=>z-G
z)QtTF@g<;XJ)716c@B;;a30-Jul7RID=l@;xb#au06>}~vJ&my#T8a>)?D&PHG(Ih
zQf_$G?Hqy~k7<PoDVV*lr{jnz+qEk_F)?@4=mJYUQ<a$qe7Ig46&0t@EvqVzA4ETD
z1Yn6p(*{0Die!SB=_akL9N*29s1W<?C^Vw2s!)ZZxfHu=*UGT`MwDw3aijY9oT#X9
zC>Q%Aamp3jP{GP;uO<`qx@!ijAe~|u?cy6A9IvjRPx<}PpMQ2%u4&?i-HnGnzw&I?
zbamf61@G-%7ptBI2Wz7xH}_zVtpPhY9y<;OF=ke+5E<V3GxD-2j92M|2u@LrUM3_A
z54d_)Ejw+pBMGQs42UjBWQ9A3*h>R(2UCLY2maPl3X?c}y1W151yp-D%)uJ0W&INF
zOPbPaGYuqzc<woJL1CedX;Bz%(wqZwUTx?IvzQI`h1K=IxD!)jW7o}L<XabvUVAo&
zh7OrDh_sflvm(M_kFVXjwdrJb;ljgU^;jvFl>&?UaE>qI_)#qO2nWadhw<@f-{qo`
z5|vxGYC6+LFt3C!g0NKthkIOsdpw>YeM$?ht}YUhp2Uf^`;{(kNayBizHPmxnXvXg
zp3>ALfOaSOFQ+(Gdb!Qd&r5j=!Gwf7C*L6E6h^#P7gr>s<z@}|F*%5h+WhgDt8^Dz
zObh_;V&!G=b=7|BBTH+9Qj^=@9MjuWqDA@MSzeBc#eg!v$uk_%$n4F@F$=IANy2A@
z1yG@3GZZis%5}<aGh=gOW8G-&=pbHB+V6&j6C$`_q?*lo+1<O>z;0tew1jf>OUhMb
z)!ZJc8lPt1kOQ;hK=+#qxr&k)2`zB!x;GFuVteV#$&>hwnvDlj{$05VzLi1<``P90
z_)E}&`MCh?+-H&-2BSs@B{-@*7yaq8C3`^nps6}-jh#3pfI1_95<AS9Efqi?_(+xT
zU~J$yN-JJY01BSd+I}H>s+ZXpo>oz@&=Ru`dhO;-UqDfYhK}QWGY6*ypvRB*rM0!b
ze9n3^%%#jHT^%kbcV>S8IL9rY{QeZ%5KeXO%nuFZETXuuFsFXfxpm8G;0f{y6o&f4
zq)g3QyNksyBTA`GJ3}2Q<~i`P-e$Cn#IE$Axmg2lU=Xif62ZoXuuD_3`Y6tvzue1j
z7xfDS?=_~IIVV|AK#5v+(Y82$H^ML}A;#0_{N{lWK@C)>gR84ZkHpH#QHt}_EDC)q
zD{aEsYDS!Sp72EonsKuNq+-Mftr!V255>wSPum}=5;2l7)I}0S#+y7g&tg&QhcOls
z7gX~z+?~sF5Jaa-FM}4@BE#YsIm4n*;eKnwM$8X+IB%hkTb~aOUUv|Ce*@nV!?x+-
z=C*&|ob`ayTIoG#!9pPdjJqzbz;=xZ1bmqUJKQuiL+~8m+M~wRB}WE^Gm<6KF4j@O
z`#E(sW0Yu#W5x__fI8Bip~-=rn0TBRDe6D^=FOW}FFwRu?Am?B*Wl=gXroTD9xzd+
z5PMrUJJSU=eOwW)t{XyAZ3v&WVGXF$rtdjTO~#BcrnV#FQ&Z2QwJUCank`sp@<M2y
zNb((TMZrz$H_pj>tuNX=ns;Z&FX>BYZ$jo-x|*47u#=*qwT0FjI8#3z?nedHEvb4c
z%0n#sSV)}u5-k##wQ3|`YN#CFxc(puo(4i~A<q#mX3X32`s6+f)S8dIfzP90xwXY-
z=*);$gYxoxQz;|Wx;JlfADW=71=$gYvqB>5*PN$>>gzIn%AG7gb^_2qL2vb0<%Vz#
z&hlD4@09P2TZa80M*%4!4>R+`I6kG%f*7HuTWA+ib9)aXp~ARdl##Kzh2T3sN$rdF
zIRzaZMeuq#+<|*&OG-w+eA)T_p_Kq^(3Rj*6`+WA$9PrPClRp7$6!ScEKN8^*%ue3
zyR&b$A8+E8eQJnU_rzc8dpk4~pA;)<Rl9r?t0LvL-eMC1gONz+6SI#v`Y93ZnxuL1
zs}cmN-H%$wT2`inMV!zIO_a5G8KSn)-z8i%v`O%eYi_-m7VP0!wuu*}ForOSjvNQ*
z+#$lic9Hqi>GFz|I7Kuiv9a}3#jRVT#6F|OFNRDl!Am5P_4FTr-I0E*n;QfZ3%?ct
zVHA#Sg7;vjw7DsaRI=2IFYulEB&dI|J)vFrOa*RovKOR4Px+Pf<EKPFHVaVQ)W)c#
z6BYaF(xXwH9;Nj3t3x7k#tR>&2iDwM0Qa3oQ@>se*jy=&aW~BONoq#XOEyCw&+47;
zLy{40<@JVw_qqOr(_|!|mWZ_^mKwXRe*gkfB<<1{d_}*2J#gL%z-Nb$toOl`9`Jj}
zWk64N-Oj04($Ny*P7w2w5iQIE5YR%h82G;Bi|~JGCh<q3-_$A^i4N4Yib$OQ2AZHJ
zob_}|y$xFXzjvu9MEWAv9{`P>DT6QI$L@J;`(zy6K@aZ!pL%=tR#d)%pYf0G4T)QC
z>+H@?JG##9e1BV4%(V>iWwu(``OWt2j~pE?eQ}OPmEZdb-TpWBhugd9A~W`=XP$-b
zuWxqd7lbZtjp{u4_iYb2w&UUdrBNN-`fVfOv38%~>(4uk<zD@(Nsv393{y)5(^V1p
zaohJxcU-Mw+`8>=JJ-O$6o$t?SHL{y39c{v^q@^JZ3A_BsaqpAP}j6=N(bt;kLrLD
zbo;W}(PZQv+q*wjW09K0&f!<zF{tig+g9A)hS=@c#jLH#=)@fv{fCT2(v~~^d6rux
zg=!8oq322Kr$820SqV~IV(fCKE0fb)umY-5B#RIg!Y-^4Tb`Ff4iCqZae8+gzmd{@
zkjl1KmqL$@y5OTez<rHhQqegNQNn&7`bvDqhebu5VS2?%@Wfcrj}?210~O>m&A3m|
z_6w)_{Y~8}@uQ<fK|#&&{QQhOLs@|D`BWC|s|!yF3a&lx>#d}sR5)k!5s1PslRY4X
z0a^h_`>pfC0O<^2Hf^T&D5uITcRX1PjgPZud{ZJI4_M#WWK~e_>-oYeW*W)e*!3Vi
ztB=4I>0h<}<=v|*UG@1U^o!G<ta{(uf8do`djDzhmkmYE*{ZQ|yp>fyK+vkMQzH^i
zYzetFYS{n-(=8@SOQkeo4k7HLPca7u{wC2myf72n!wI>qMwUTKY-+p9Wojm%UY~Oz
zVv+j0G%o&02j%mA!6~+g&`eO+{Mf_|UC4xKQkKfvSi1wW^(xiiCp3=C5(wAqqhB8g
zyzgR1ICqJbXaMl$lu4tsGA{|MJyQKE53tWSF*94Ljn?k#K3pG4fO*|8ZEnleYL|AA
zYQ-2*2GRC8C0P{}A_4+PIJk4Hw+_fCETel9`HlcdE=43Nqn(WziPQ@5hAn@M1JF-e
zvVsx&tppX;X2nNBRPU&pW@>WJ;+q;<#1DspEE0>(4WaQ%j<^lQ)O2Fj#V!BbMhoQx
zce4Ry#gMsdCL>&{%~Mza{qEz(6mN>=cs=6_DL+dV`#m6Quxe;K##~0kL}I-)`jh}w
zMucef=gps2Hn+QQ;dN%FjfYOh{rLc(rhICQ{Jsn-Y>IkgcuAU>iS6ye(jH$IKc($w
z_H-d909o`+U-rwFvy=Y0=YXJVY<&VcIr;q3B@Xa2Si<W&V^3LG@kCHu0H$6?AXvoz
zNOMOCVZFPSq-h!@u3{>x#}1I;Fq-%QC@1w{VX+k44U&}-3oYq7&d9ClOB&&_-aMjk
z#;4vlAKR*+S9}~OJMdrWd_gkD#e?ZVrCOL{AAmD8$*-6clsY5It5@JP>C7!tD(RFf
zpxp!#{gY72FqcXG1-#<@l%v0h5+cGL?R9l?>X<7WXNuRWbffgzsyw;g=C?X8$8MoQ
zsu~gp@jkt)|Lsb3V7;3&ydyitBtwG(B=*U{w8Y&HmjeXAa@#hGNtAAh3cNm)CvV{?
zY}j=wnJ~OQJQTmSI79Bp&QHo+Ho1MbJzY&3vrN$r+hpXDs7Io2eX5M}U+loJaUDAJ
zEVwc4p<=YKw>j>`FA5kQFu9SDHCl2Ce*HmO-rnA(W~^rrt2uR5ZoA3CR_lwPs8Uek
z<fG4Y!OnHaXIMhzsR)(Y*#vs?_{-gNV!I<COIu{A<&wKT3mu)W!rFvZTU4jc81qJa
zCWbu{zy{R%?&R(RS#PW}Hn5ZH>rbjH9NL%B^pf4!&+{#>emUwEWhcDqN112eT+P?C
zDDmkRt@P@xF1SoP*gE@ZLy{3%=x_S9lL=ccC7WR};gj!IZDj&-2SO!3d?GT)zC>r2
zlIiUm)9>!3KnqN!J_RyX`8F_t6cIchSc#Ue!U6&|z%~!Lc?AwsH3lZ4_1VKE#5@N!
znutliXBy{Al;=|d)dIQ<L0DoXAo8P7=25mp+3X&4p9b_vWX#}|fSWdMA&vHgs-BvZ
zNy^*%L9VRKl?sDCw18KX)yltTu8leBxi<KTC2SU1cD%d7{IT+i!Ofe3P;Jz+hrtO6
zi1BvvF8bx*#^=puY!n_TkJF-}eRchgO%q0JT%Z<!EWHvRtv$3X+<&}78-Dq6Zp^pr
zI@Yu{Z6!Z-Gv4J)Y6?AGei;72QY`BE%}1(h<lGEcVZmNb>1-=hX7nUlSsT?a2xU33
zfBtLU`d7uP^UqIpv1=q2zna(cAgn7f&o4NMjwpfiPV5p$5rR$44J}{Yo7rFjiC@OS
z&*^F^UE_OCWwwbseeQZarIe=Kex8H?p#D&0Q6_;<QeBplLZJE?f>DJQz!cIW3y<+9
zu|#4j?M1#dink`Qmdpv2bIYfd&<YJ5mPJ0Ui-SbQ5Y@$wvt3Exh)~A#YQv)hNAzwP
zTIH*OMH0!|iO1oTBWCTZ+<Rt;O2^DiN9somJht)$ovNzxt$e|9p9M$@AhD*i&x`=n
zgG`ddo(nR9*Cp;fu|yWebQxJ$1(~(*fiUMO^~D9J_Etf!$sSki+pj|_>)OaQ0}y5p
zTUR}%JlIz!>(2d@zV}AfTuqG0`g+B}!Xx%GdbWO1Pd{3Wc#s5`V;ud}BY4;_8a3ar
zFbIF5Wa)tEV@E~&RL)>{3$pYwe02%0Fjte$Jc`J&+3)2`E^ns*kPmJw)Y779Tjj$P
zocw$(QbB?<EaSOZZLQtx(ChagupMMs5>V&|s?7{>WVBF=Izb>95G(Ad-tWsd31Ol8
z{WcT$QL>GxmpJ_6DOYtp&8FHg5pq7>aQNehk|4vRN|=yYYq>lSnxslekIdS2Du~Z$
zG@t(V;z_8i+lk8ZWm1-Q^PIS|v$LOdTiWmAK`(fZ&gftTP`R@1m|Ct_a3F42VO)gU
zS1Ea*q#<E7TU$`@$iI^8Fs^3a*Ev_1<nO3tXBWAW`;jGesx4-EY|J#DkG9t5g6%GY
zaPV^fQXfp<A1U6}6pw3an%&GDDX|~<SZE<^Sb2*uGsDKyyVNF2KkR118-j-+%19gO
zBQE&a61N@_gZv5m-12hswYF6K;$w-jNk|=!{^sVK_SWGOT90_d@+|l&L3*By7&vpk
zTBO4FS4fc>3(82OXbF-XidOys;8sv(>cAE`&Zr9XHrW5b=B$UrIwhMeR_k}}d$k=i
zk8B4y$G%tFux=;VAKQ-KI|wvdzMWZ*_b2qTU*AT~f1|;j#7E$KyDhE2Zb!bIw7-+@
zRd=+H*g=~+9%ttR{DgK80?%8~iiG%rsiy6NVKr*bp{URFZeS~y*m<vmHrvQH{eg5X
zQhqBf`j`Ii7%ujmz`BEo>;9$x<TTc~amgQ)ZN?v1%u|cnHtai+3mi`M{w<Xssno#E
zc4u(b173To{r(|qW8aa`>_~(L%o?2U_inYDZW7+Hx;0uJJMyr9_;i()H;i|lgjljO
zbq{VOi~ss*$0(Wcb0UmwNs>WszW(Y-i3r3^mV=yU<z&_gGkiF_U{KZ%Mpu-UDIP4e
z$zLJk;%h-EUtLwT^0BrLUhe_Qe(mv>wp3$2m5AAqj)!_3N^l$_4(U`$+y}Ab@(ub>
zv~*y?qn6^jnf>aO7fASj|2=a~e6C;g>r!0=C{IYjE*khW0kjf#@d<h007ODw!9gI4
z*<uvL#2jkWM9bYt_P*>av@AH9UOQ@~eIW-l0W@~3oV4TDFNXMmeqQO9{%Z*u0Jl*U
z#e^k)d1K7+ZRCDkGvBEvmx38NL(||0i3(7;?5x5<6KlQRk54T?LF09w#ikL#o3{!k
zdA1`{9ASM<1pw<C04hB;?jemZq@M%OGQJ;QCJp;NOg`d3*%jc}>ZoP8r?9VAI8CXY
z<@^fEJb4mPWgHjW5-W{OC`qK%Te)SuygW+xhwk-tz)nx{%6H|&`Ct7s=`W}|5-a2i
z=I}fkhud#UMG-tS6J(IrO{Oue{<m*f4	$9~mjH&d^f*;5*khX&cUeEM8b>3jUhh
zA2DQ9C3&)um|i_B3<V>il_1kM_N_sP#?7l&#a&d1SMwvWXqi>7M~y4l>t2J+%>so5
z3rfe1NhP1k3=UCaj-=J!t^{Bz%NOSc5pXx6^e4~)?cu>`@Z1cP)By8$j^&E^76&h{
zdi4$_M#k8jJq(yp)^*llcwGC&jY&ksF{r#Zy+r4kGud<b;}!)4`}BI#d1yrZwl{nD
zX=G$pSASjoVpd7B3!(@VJxZ6KF>o=Nnqt`wJ@fJ^4-DF+aTvB7HOlPDg{;)GTm3RQ
z)7v;RP~y%SY14Q5ueL0s6B3k@_zp#i!mtUN@<~ZZr>|dTz!?W!n8wL^yAW@nbjuY~
z;6RnjS^G`t!i5<C=wyQIIlDXE6&9K0X!MKXzV7vBcZY`)xTN2La@jz=;Pf>nT1NN(
z(B?_z8Ss<P{|?^`<&`)bj#K(=U8Uf(ac!#zIAGk2ElK_iVR&qCvaV=@dYs6Rm^3?k
zlE_+q$=<zcbK(LgPclbdVhIvLl3PF#%BMmeh-G|y0ZG8%QNWZ$CX*YRPV1B}>Ss|y
z!)OV&9uzn<pmL3iD?rd2LF&cCJCS27U<RwyBOt#XFbCCK2b_m__uT^|^<E%-gF1xw
zJc@VIeWOa2aQHLuM+}BlF@D=UZEYRc%~+8(YGjQX?8V#|?nPoGscv<{)m>WZGgIhZ
z+vz4#V95XqAOrn4nOnvF9kGX2uztsIprd~c<E{Lt5qNoGd(MIF6Fj}t?<&d3g*VP~
zX;<4<{(|P_K@a%+nMXKc1fWCLGrgwcb{&V<*&A>t;X`q^ssL(LIiyGlqe|zApZ}uN
zO9`?t0f9H1Gfpd)V}d<AN{h19<iQ=!KUIGr26J0XdKzvf)}36L85evwtiGV&GSL32
zM9fxSe(YisH{92rP<;|=XlMr=1B6lTTa-8L#D}=7mitf@l#K=FzD;jYOY%K`7$|!&
zN4B)=V+iY6jQU+$o4>1TF5`HalBvJXWxkQK(kt=7iv-`NGg>fzVP<K+F?Bu!a0*RK
zDGh@KC`4P#|D;+^0t1nf>7)fZ*Wgs)XR|>vFSyV}X87}`4Gn#eF|bB1&5d))r~zxx
zO!paP4!|NI=x!QFGl+8j2Yq@~4U?@$@~us|VPVmrVzIffH+Z*2_&kXOs(yw*SO#NT
zDFmv5Rr6SFsK_|=1&_R+mt@^CI`H%09LVv6b&ARh3aI*SV7IeVO~O7|hT{5C-5fu$
zxx5aM?54Zx#_*6Z*sJ*XK3#(i%zoI-lv;Ze+KIBK=rV<e?IG$ROhBsH=UXKyqyS_V
zU#})mhwjGviJcmcASs*{K;ee^*FfSF5xi$%o(#T9X-Lo3Eor!Y_P5<Y5XEuq4nii{
zY>qW=poCYh!E4{66&AmI4*r^JXD6hjlpe&=b<3}KZfM14caR&gV##AfVOYN_osC9^
zHjR(t2EFz?dF)U?NcxLJ2hwwG%F3i+;uf9v=M`HbfHV%<9D6i01SKJ!@+-F|h<>W8
zdyOIgXVusS92{Wsz`?OECHN340<+$lGVHB2fjwj>koA=^ch=MawcGr|>WZhh%j4PE
zSiEe6UH=mgf{&lksF|>EiGrkioZP8_v9yFshKBPc`UinsV+wInsM4qP{d@7V9aA7|
zfnLPf)t4Pb(EK2J5~dCwfN&2oio3N>p&;L-;g^GuWFuF*f&0&Y;$vXso}7pux|~?{
zJ@NMrbU(>6kOOFhGCzUnEWkU3txpG2wy<+&Gof%x-=8RAlzqnJ`zJuYkaS1j3=<3O
zJFB||I)@{)bhdqZxD7zwdn9AFaO6Gc&Odb^zjqt>1p-j~Pdxx&lWf$ooox^AxSQ%W
z6ymJcOWg)WW~OEwTQV?17aY3&TqOg!(nkkLcBHB3XTf-EG*$CJAhdXSH;@MLO<O~`
zW1M#m5Isi0$aQPH{@4B~L;w3=d^3vHr(Xr#vjejE*5nBut3`SnufFw%K_Hw;04o{z
znDs_b8*9HnI!@A}^b59wqbTm5Il#Y-lg*3lttAw?T`i|I`cE^vW2|>Pix8hp*gsxo
zy#s^ICU)Fz2fV(g-GL?){IjXW?RkC~2-GOww?`GI?_T3@e>Q73`S=c~DASLS;`D*9
zM6kH}hq)#8ySYVwh!!;QonQ1)|3xC+V3;WY*1MH`3IYPC?BOR*^`AY}FLE7>^!9Te
z<g2b81|p*&yRVmK^LIIS|No>J>y4OE636{l1~cgcQa}NWGQ!Tn%xr3pYHn#6E?8;=
zT6hi!+LvZ}fI_8JX*e?@4L!)!W&i2V-LXqyVE-i>amMihPZy%ntt5DzG`V}X@`G53
zaBk6Ll?cs39zQ-X3cTSNOw+ubu|hzURKu({-9Ae*VpLar)dwCpn@r#p+&|6hG??Q{
zU0nB<@OQTSAjn)2K7E}6&wwB1Jg766{;<^M5KySMsmGn_Kh)!*f@Z8e)8te%U~Ydq
zj0@?BgpbbhqE$(7;{xm89A1RA_VMGk){Sf5_EcETnd{#fGLG-h7I)Xhr9+V<-IW~N
zlgE!wLqXLwrv2C0523iV5n*zAh8dz#kATJA8PM7Cl7N<I2l;j2y_NR5kyeMWTD=3j
zR7-cvqKEb=L7lF%j|A2`bZKyF@IDGbb+grmwipD|Ok=S_udfHq`G;+On{5&6JK=dp
zZF&hG8ykCOa6ox@ThOe?6kh4|cF3it`y~(uVu7)=tj|vDzt}?f_-Nvf-dIb7XXf?x
zsj28AavrOe*8+p(WY*evhGjv!u4*)Dgs07Ea05)Vk<6HLh68J5zh}E(*09c%E9LGZ
z4}sw$l#5H8*#DY95MpCerJdtl80Y)IoVHW_m8?*c|9HxxT8Eb(>OLa>l0Y5^+M}rW
ztN9Qw7c1*5ZUUTS4ZKosz3>E}2mvSc#^SgqFgRcvCUURt@NrOZ94DcU^QQ`Vy|a?@
z7VF(!XXQ;V02H)3dzgNaDMrRqXBe?-*Kw$b)mX=5b0UYV`CXv&#Kk$Anto-8h(MA@
zyD%6YV1`tS_OqGK`=-v0?SVifdST~sbAtX*+09t(7x&H4QIMP`2K+}eYt9CU1Urvt
zU~wtas`dvqn7eHlULoJ6hQU+<22{~a8bnj+?|<&^kD+Y*O@MWKT@npWHp`s9b0!!P
zU?;&fjELN<p<p}<3|S8`fA?juWdW@^6h~9YZ=baraqRXH20$Rza{JDjzXr=T__Vtd
z4SXyOi5{|`+@B%DJ>pGaqEcJ^&R+ziQT`~{Fv+&+TeaZ{DAE@!TvmLa?zknV4vz^f
zfsyuIXCfYALohNh&?wp;hVo(nGN7=*$+l(zJD;zJUwxI*(k5b8zH{FR^;lln)%Hsb
zBAnJ8m@W-?sIrN!t{H&1=N@p_)N3YSSe)xCS@X7s^```&J>y=E30%(*j+L{$I!==g
zL!e`mljh%g#d*sFJP>T(4;W?WU8L>?6i>z@^oP=W!Qx9w0Fs@q(qc!RfAzf1a3=lS
z0)-@^!9j@7vYH4|*Hqw#R(g+^{`HL0M=NQ{bAWQ{q*}s=pSuptJNq^x<RcK&k?V5}
zpuz>b4aoIbMTQ(%>m5dlJ9%5e=rk4U{jGMQ9FWqw*~4i5cY##0`=(8mmejLZ9Bvt;
zTY6neaGGc7WprP6_u&k69*Iq&=)l`T`*m$E2kc=O3{_DvwkzaTpKmnk<Hw0Y`-+w4
z!NA9qp~AF}nDIp#9NM{!rSi7&zg^<=)Bj%;(ar3Y&LN>BpYrhlrfSy6m};(#&p6pQ
zssCN+l#<fX(W1TKF~C~p?hYvJi5<5trTx2cVWlT)aw&E@YIZCN(FYhU=a6Eh@({9y
zIcU>ZU@!#6Nhjx!7Jbdc!}9KJaCY|Qc3ffaNk}pWEnV(_dC=4pqI_iBb&s6v+7Z<I
z$2FBaFPP^n$afS&&_(AhEx%0J7=ErIO-BhnoNAk5XEP)(IL$dbmwbHsayJ96UsZ*M
z0ooIk5g-{KJ9Q!>C+Id}=nNgG-bX8g94nO5kD&`i|C11O7#?=a{#1^3qMDFN*yw6l
zhs-}g&Q7_}W_$hj@OF8Mv;N37=yc=IvFYBTL-bC0DpYPe1Majj>?|sm+I0V8S)6YB
z?f<5_?I>wC>zG*19bI4jNqm2^QB?TWe!t1pEwxOt`SX@q7JY9!H6!E{jQ&6P8va&+
zHwjD03Hmy>CGXV@^55Ai!-qUK+x}^4hh7WcZUWh%6^rC`Z)0t@9m5dv&zJ4gOm~Qz
zJ4D&^2Yt)~Z-F9CGar0&uN0~6bG}cum511DmHv0M7EOayo}Wu`=k)$;9PGHi)^4fT
zcGJj?huhh1&F5aeD_e8)O*;K|r1W_1I9JR^tLUK3fG1yAZZj@$09oN-)!F@k0q^Q^
zr^KSqn1lz;(zq&x7mpu%9Yrk<yxof&As?+tP^nW6=jo}A%m<6)JX-9<9)Z(u68#;O
zF4oQr2tItc`T@Q{3#rI;V0vBSa$*Dg=#0)bcsrMBrVow|o017E+a#6^KbTZu-AdRc
z+zK?j5n~maZook;^s%{EYsJJAEv=<_M6OgD?M7A!pC0kExUQ#17C_~AZy+OdaN=$)
zch9A+#VH7Tj%O_)>%{${78j2&KMb2Gv8<uf;OO~(=Y0n3)ghE~ymq^WdHcpIt8pMY
zc`Z(h&5cTqebX;j?^2Iqxj`Wf{PSDQE<_U^sy{p{cI-+fnyQfi%(czhcUU5Umet}n
z5k7#YOT7rtwH}b)RCV_9d_x7$F*mVug{^4kJ`e<7|CBJRi}%Lf|I6B3dX)b=UTRoX
zj6Jmle9Js~!8Pl4&VO<*TSnJ(kT+-lGB3RPtV&98`+=XEz2I71-4*D;gGV}^ksTdR
zL7k?!1Hi!ylrKMDbVwt3!=Z)Z1ajSu8>uQv;XJHXj@q#b`fwj#d42z=9gHcF`!B}i
zyKYvte<x3>WyajgVf0EvUFMz79)IwOmLw;4cXf%&ow2N4t|{3MTzbp1Jx*P_g|$kQ
z!~3f$vw{uKw~W3Y)(`(lx$Iu$%lvPknSmD<hi$a~iAFo~HMqFk(JpaBe4AlG{#x)N
z+sHa4Z~zv>v@gjKiDQs<`k$-=K)tjkUVi&3vXXYVSUv=x4@?T8woMLQ69zz%$2DM1
zpFCr`5xH;gWw>eQhm_`Mc~S5V9C)!vQgW)X@e4l>Z#C|HW@V*(LBZZAp^f4tevzXz
zADfjlv-17jO80liDDY}DEw8BwJiXqgK*9y7jU<iF&UVN0q5iw`*BMHa{FC3Vs?ZB>
z+|CUtH1SeyW1pjxELbu!lEE_MDu2NtT43+tp&d|D>f7+?R$?Pfff+CpE8eI+v3FZx
zzIW|{`d@U2a5ov}6W1x%sHc6`@+Tz<@8kJPsq90nl<RKcV1;h<c_j0xQ)MSy?bvd%
zUs<O$PYRep$3{nut3YWDkPOcnuMIeWj6tOx7|*NM$SiEyEUb}a@M4>>7-w_SY3?I>
z*N~4Mq10olRN)fYn{n0t0a{&2vi?`$6%|A94|R1P>-zJvD+=<a3zCww6@Mt0Y>5<p
zAOOc6`{SJoTtrk@toz+!)1L3zrQjFh)Z{q+D0FT7I;T}sypJZ_i&FJ*F*B(;I+*sd
zOQaAezAunu9F~AE3(+|Eqptq>UCU_62sc~gbc#`qbTfXO{!wF7yBnhHnt6UrF&>td
zVK(DZo)4?;J7sQ)WY(=#$W6HiLR*4n>%qtibl$PV^#5K%AFLJlBbKneG>*7ssB2H$
z!GaM<7>#q(+@oZ2Imj&cvE}4uXT#)m4Gqh_^4b8#Hm&Ai>*M=&w-4a`ynXGP%J5>_
zO{2E!#N$UUS30HRu6^tQP8w38KDiBz3~6ME7<RoL9iAf{f<}|pt4D}qxKfzV3UxP|
zf64KAP{RjR?Wa#fFrJh-6<+@}aP^ljZPosk2DZ`fAW4}?v1g#bS?>vw17MpmD0fMJ
z^X7yw3h><Tq862j&z_Bb=^)HE5DGk$(R6FkMdmb9C+>61;_O(vO>}wgBzTt-Sj53w
z2xSCjL;vw+;a*~rl+ml#*?MXJL9|S#imoAj$~K27647xFRB8T-%|RrAo6UA5R?s~R
z%)1eI+v1mv07;PPQ!p%L(hvHYPOops?B^JoyT_3qHdNGakdksQ3FT?@pUd9GQtkZE
zu1t)GvB!shlrANmHW|O2-&h(R{onU~^Z$=8Ym+xm$O?<*H}|E2m)s$jlr-VF7jOUh
Fe*i-G2dMx6
literal 0
HcmV?d00001
diff --git a/log/zPythonScripteTest/err_n_plots/aa_REAL_Other_Init__noICVP_.png b/log/zPythonScripteTest/err_n_plots/aa_REAL_Other_Init__noICVP_.png
new file mode 100644
index 0000000000000000000000000000000000000000..0186d4311fad16bbe3ce9a3067afd28dd95420ee
GIT binary patch
literal 16139
zcmdtJXIN8N8~2+TMs!p_L_k1b3@R!DO7Bq#MQL_wi1a4CcO4W^npi+ONK+}HNee|#
zigc;cg0#?5gg`<K?~0BBbDo*!Ip@o{uGb4c1hUs&dzE|r?*IMY53gvdFzn^r3xPlw
zE~&z=K_I{CfdB9I{0e^a?p$0t1ftM+34Y;*M?8Mm)8M8nwPBu#z5l|21BcXaoZofr
z>QKj-nw&aBoK^lgn*!S+v-sH9<I(1)r=rF2QK`?%#C5H25z6kpd{KJ0c9*&tbN_Gb
zWN&}}A!wlY1vcWO+-g-K(`IQrX(N$TNr_OXY^TH%^JVk=A3`9>rxE&05XjwP_|e}W
zC&Mo8fn4EyZ~&4lw)ZIHyw#zLkh`5H??WKzSNHq^xtx07SI9Hv|C_$po13#60<jcD
z+6E)n{gJ_{st)g(w6JfNrJR$fUmT2MgXLD1mpLd6n7sM^-yR--bc@^Fc@`4#G&s#-
z;#g+9ZU2P==e;Zu(@Gy|YW&s_0rnHicm4#UIP2u<$|>n~cZO82v0LBmu?CV?j57>+
zP_!T^I(m(PD?aDSo?p&eT|dDf>iao=eEO{oYb)OHy2&y&P7%g!y^zNxEux=t;McpI
zUgZ7znTV&MW|Pkci#I!l2y5d{_Js(As8Z~xksDq^%k#RtV8(7}bM2M1lj#_$;*y|t
zo6SBOm2^^<pv`Je7!T_VfdGYOUN5}XRS=7ruYEA47<66fLx2A~*^w?sTtQ%b{&&cg
zgu=pc?h>YTBKsQLbUY)Vy)_Q=AslJ1dG>H9RK%?X;_g0Gj@FD{J~!i$5xf|&ze*a~
zSTx`CynyJ=J5or2+u41pTYnNe%ZWs`-#wo+`pKvyytIF$`hD2?Ee&(`+nY}$q|ZUl
z%Zjucly2UugN|Xb>r3@3LT%xFc;mB&PiW~sOF}}S0#wo+q9J0Iu(AA<TMf2)3!doV
zvrb28=<PnNpj$RRuH|;)=1qOMSk25hDWgU{rV#=j??_jr<?LW}2=a$~xx2{ltkaV9
zN?U?TT<38i>a*8-10T5NXz!XUyW!+Y9=G=`x}#>xiu?RY6e@S}Om-GZ%e#v$peD~~
z{N5UmPW-cHpWfJa`WSHTf&>Sv$H<+T(a8wDGvwm1j!?`UtRlC?z7A6mzj{-5V~Ra0
zGcBHlSz9}Ejldyocjrd5P}N%ozx8uOwBW-zD!Sz5%QtBgvqKgN9-gBu`YJ<1Z-l#!
z90U6*Shc0GDlyRx>LjvqM_Ji!JWSZI!sW{sD`rP`cMkc}1(8uUy?6z;_0V9rGX17I
zK7<J-mTSj)DAI0to!1|i>zcJWlx4xr{QAus-8{>l{z7(rif!yYu=oxzJ33fOQrnW)
zR0o%rTyMp!csc)BbNfIfns9hxX!`!xbAd_dL3uG;jwFwbDYYHU&>B&JgPG?Tv@iE&
zMbQ`0E^Bd#^I+|)n|7w9xVgDO3(Rbcm6UEOw(h4N?}MREh<aXIbY&VWE2Pw}h#onD
z<Fdz&jV(qfRg20uM#e_Hbszbd5m6xyV#nR2q3(2(8#jW34XO-^Z7BJHvE1rX3DMeT
zpmeK2E^}D_;r9yE>4c00Hw2Z+O+dS+&5&lr(Q%#WOSH?8-MJ!#uSdm8{mV4Wo0izw
zmnbAo*1_r-x>E0fU^hHYX~J|NB0aq?7L#B1?SdhhF>_vfCgw{rQC9Qe&;P9LEL}dt
zJWnQ<;(HbP<iF$@jmjh-x^{md5Qe6(c2KbNBGw;c7Q+Q;v2Fb&LU!$U7C$dH<MBSW
zD4yYpl`9%y7vLvCd5s_0h1sk#D~8m1jhL=Fj9zqfUMq%x&G!{{LL*qhtdv-#mi^|<
zYjm@vnB9QS6}XEG`Vvc^#H6L5&Z&%IwX5@!ShDReAhdq*cbV-rntqIdI=!BlO|0af
zCCIo)2}+iz!e0gjx)N~1&r)L&3oO|Z2$=&nu3zu+Xy&4Yl~*V-D|*SW<;I#t*GP^2
z4VUyX3lzhj3NYb!<~KpKKJWYf<@@!G3iw1L(~Pd}u8c4xrDzIXi;dZTlkt<{`&f@x
z*E8ECDL5-w_1-s6H83g{z$15OcFmm7JbXIiQcaR}%nBC$zNbeVD&lGE(q;df{0oPH
z#WxuzP77q674&@5)vv^`#|l%be;;%w@AlaJ6f#+6rHslErrhQFsl4R5L|t7-v>V~F
zwbz=k<Ol6rw?b4sJRV0!dz0vgp|k^KS5+0>o`dHol-9L|<Gd?J<z>-VX5}nDyMWD3
zp6yx4C^~cU%m%Iyk<m_}l8en5%O21Up=N7haDU#+?SvlFKuL;JfB%DhNJA5^)jVca
z)|>ttgZ$B#b04Xq5)sDAWLv^Ry+B$I?|e;8y!VR&)M?pamLSg$PqWdk#<mTXp=CoF
zF~0oN<)H%QD0KmFzxP8Fb>TZ8ZtH#R+~2h@@@)g?m|Iv#T3ss&KD=MK%T^?;I-u{R
zx4*1N0TQe)RVn$6lFj8iJ-HPj(X$ebZKn*1edg>5o|C2vy0kr5;y|UlaKTS<LO^Vn
z{j1#&G0XLY0GJ**!OE9|pFc>Jc({9rPfDuTdnu_fF^2N#_4O$sq>wjdqm@`yEuCEG
z-VmOsoNCZgeZ!smEhG03a&1b{chv=b4>?+{3ibxQ>+~0eh2kXata8Mo#jlo~gU@E?
z7hTq-1IlQ@!p*ibe(0r1L;De!V@C1bVjByX?|@*Iwt~g@>60J^ogZgw^S?d1zFW`p
zfVcNBk(bk*Ql#%jkSTWG{5Ul9a((?E^Zb(4NO}k{&&a4GY`QBybt>$zeIbnoB*tcD
zBwU;FGAimiqDsZ~{u?+H0@%2uAMp$1u7o0VCuc<I&_ToovG$DkRq6``d35=k6UW4E
zd$=qQcd2|Hlw`|27%>gbwZ|Flr%s-n!Q@=mA;$Sp-n|O!Wv}#@?@W8Wk4xrRstH;i
z%@$|h-gateajEA1{qB99bs&^2uNE`?PLMk-;k5XQ8WtKBX9j_^Ub%X8X+1>X;6cs4
zK}?~=m$?w$`6XL>OnOHB*Cv~}sui+BCEm`i&3|>g$k8OV1^uBev&Gv^SJ5O-XODL7
zz|yAz!J9XGuy{p9I`#^&RBuWD5EVY=Um>xhu;!8z$KuIf9b!lmA8G=;-`ZICPXtr(
z?h@(gX4MM=<$aq=!Jg5Ry!LC@!S`)#;f3bm9G?0~jNEeIOw^hGNWOo+YtzFFq3Uqn
z!C}e^(b?q;KPHhe@^Y7k*L+>mO*F>azc3iiu&2y>HTY{@E@<Mll`g+lBBIPX(=cfx
zsEp{lOdWc6o|jbBLhI6-<UE(9fnn%Edo*wSS-;@wr09r}hR^5dFghY=5a^caGX11t
z4N+>EcApxOa0eoz*{K9~rqJ1ep7!_e(~%<t`zi%*9T%OOH<#k<ZO_6Y735Xm7ZrbX
zWmrzS%KA(QnXdsiZ#_b4)7Khuvq=i)mY0_^pjUpNAmzNc5Ro|3+gkl<dZ9WhyJR_?
z7M(L>TxWeW!cx2?H}73daV-h@Z8uz*d{+Eb-{gmfqVxerk4fEL&im?x295GT`Jc9P
z?ho`rt3Nn<EY0s)k!2nKU{kXIUu}Rn%qeIEll(_@G}Wy-_}H;{1=rblPdX4=lV6`c
z{U(rcM*g%!r;oM@Qj1wS={eHg+Z?-#`S(3vC5WBrA*kSI(c0LFLp{TWhK4cEp9@2e
z*8HNuanr!yQSgvwLvkSJBB6)&^w0wD_TNdB-^S8<@m1reRHz`~a+gI&Fv@-deO`9e
z^O35ua;|4IuYZfEuLH&5HCmoewD0!W@-k`n+3wMD#W$~BHK9E&!2!qJNz>KQ=>z-G
z)QtTF@g<;XJ)716c@B;;a30-Jul7RID=l@;xb#au06>}~vJ&my#T8a>)?D&PHG(Ih
zQf_$G?Hqy~k7<PoDVV*lr{jnz+qEk_F)?@4=mJYUQ<a$qe7Ig46&0t@EvqVzA4ETD
z1Yn6p(*{0Die!SB=_akL9N*29s1W<?C^Vw2s!)ZZxfHu=*UGT`MwDw3aijY9oT#X9
zC>Q%Aamp3jP{GP;uO<`qx@!ijAe~|u?cy6A9IvjRPx<}PpMQ2%u4&?i-HnGnzw&I?
zbamf61@G-%7ptBI2Wz7xH}_zVtpPhY9y<;OF=ke+5E<V3GxD-2j92M|2u@LrUM3_A
z54d_)Ejw+pBMGQs42UjBWQ9A3*h>R(2UCLY2maPl3X?c}y1W151yp-D%)uJ0W&INF
zOPbPaGYuqzc<woJL1CedX;Bz%(wqZwUTx?IvzQI`h1K=IxD!)jW7o}L<XabvUVAo&
zh7OrDh_sflvm(M_kFVXjwdrJb;ljgU^;jvFl>&?UaE>qI_)#qO2nWadhw<@f-{qo`
z5|vxGYC6+LFt3C!g0NKthkIOsdpw>YeM$?ht}YUhp2Uf^`;{(kNayBizHPmxnXvXg
zp3>ALfOaSOFQ+(Gdb!Qd&r5j=!Gwf7C*L6E6h^#P7gr>s<z@}|F*%5h+WhgDt8^Dz
zObh_;V&!G=b=7|BBTH+9Qj^=@9MjuWqDA@MSzeBc#eg!v$uk_%$n4F@F$=IANy2A@
z1yG@3GZZis%5}<aGh=gOW8G-&=pbHB+V6&j6C$`_q?*lo+1<O>z;0tew1jf>OUhMb
z)!ZJc8lPt1kOQ;hK=+#qxr&k)2`zB!x;GFuVteV#$&>hwnvDlj{$05VzLi1<``P90
z_)E}&`MCh?+-H&-2BSs@B{-@*7yaq8C3`^nps6}-jh#3pfI1_95<AS9Efqi?_(+xT
zU~J$yN-JJY01BSd+I}H>s+ZXpo>oz@&=Ru`dhO;-UqDfYhK}QWGY6*ypvRB*rM0!b
ze9n3^%%#jHT^%kbcV>S8IL9rY{QeZ%5KeXO%nuFZETXuuFsFXfxpm8G;0f{y6o&f4
zq)g3QyNksyBTA`GJ3}2Q<~i`P-e$Cn#IE$Axmg2lU=Xif62ZoXuuD_3`Y6tvzue1j
z7xfDS?=_~IIVV|AK#5v+(Y82$H^ML}A;#0_{N{lWK@C)>gR84ZkHpH#QHt}_EDC)q
zD{aEsYDS!Sp72EonsKuNq+-Mftr!V255>wSPum}=5;2l7)I}0S#+y7g&tg&QhcOls
z7gX~z+?~sF5Jaa-FM}4@BE#YsIm4n*;eKnwM$8X+IB%hkTb~aOUUv|Ce*@nV!?x+-
z=C*&|ob`ayTIoG#!9pPdjJqzbz;=xZ1bmqUJKQuiL+~8m+M~wRB}WE^Gm<6KF4j@O
z`#E(sW0Yu#W5x__fI8Bip~-=rn0TBRDe6D^=FOW}FFwRu?Am?B*Wl=gXroTD9xzd+
z5PMrUJJSU=eOwW)t{XyAZ3v&WVGXF$rtdjTO~#BcrnV#FQ&Z2QwJUCank`sp@<M2y
zNb((TMZrz$H_pj>tuNX=ns;Z&FX>BYZ$jo-x|*47u#=*qwT0FjI8#3z?nedHEvb4c
z%0n#sSV)}u5-k##wQ3|`YN#CFxc(puo(4i~A<q#mX3X32`s6+f)S8dIfzP90xwXY-
z=*);$gYxoxQz;|Wx;JlfADW=71=$gYvqB>5*PN$>>gzIn%AG7gb^_2qL2vb0<%Vz#
z&hlD4@09P2TZa80M*%4!4>R+`I6kG%f*7HuTWA+ib9)aXp~ARdl##Kzh2T3sN$rdF
zIRzaZMeuq#+<|*&OG-w+eA)T_p_Kq^(3Rj*6`+WA$9PrPClRp7$6!ScEKN8^*%ue3
zyR&b$A8+E8eQJnU_rzc8dpk4~pA;)<Rl9r?t0LvL-eMC1gONz+6SI#v`Y93ZnxuL1
zs}cmN-H%$wT2`inMV!zIO_a5G8KSn)-z8i%v`O%eYi_-m7VP0!wuu*}ForOSjvNQ*
z+#$lic9Hqi>GFz|I7Kuiv9a}3#jRVT#6F|OFNRDl!Am5P_4FTr-I0E*n;QfZ3%?ct
zVHA#Sg7;vjw7DsaRI=2IFYulEB&dI|J)vFrOa*RovKOR4Px+Pf<EKPFHVaVQ)W)c#
z6BYaF(xXwH9;Nj3t3x7k#tR>&2iDwM0Qa3oQ@>se*jy=&aW~BONoq#XOEyCw&+47;
zLy{40<@JVw_qqOr(_|!|mWZ_^mKwXRe*gkfB<<1{d_}*2J#gL%z-Nb$toOl`9`Jj}
zWk64N-Oj04($Ny*P7w2w5iQIE5YR%h82G;Bi|~JGCh<q3-_$A^i4N4Yib$OQ2AZHJ
zob_}|y$xFXzjvu9MEWAv9{`P>DT6QI$L@J;`(zy6K@aZ!pL%=tR#d)%pYf0G4T)QC
z>+H@?JG##9e1BV4%(V>iWwu(``OWt2j~pE?eQ}OPmEZdb-TpWBhugd9A~W`=XP$-b
zuWxqd7lbZtjp{u4_iYb2w&UUdrBNN-`fVfOv38%~>(4uk<zD@(Nsv393{y)5(^V1p
zaohJxcU-Mw+`8>=JJ-O$6o$t?SHL{y39c{v^q@^JZ3A_BsaqpAP}j6=N(bt;kLrLD
zbo;W}(PZQv+q*wjW09K0&f!<zF{tig+g9A)hS=@c#jLH#=)@fv{fCT2(v~~^d6rux
zg=!8oq322Kr$820SqV~IV(fCKE0fb)umY-5B#RIg!Y-^4Tb`Ff4iCqZae8+gzmd{@
zkjl1KmqL$@y5OTez<rHhQqegNQNn&7`bvDqhebu5VS2?%@Wfcrj}?210~O>m&A3m|
z_6w)_{Y~8}@uQ<fK|#&&{QQhOLs@|D`BWC|s|!yF3a&lx>#d}sR5)k!5s1PslRY4X
z0a^h_`>pfC0O<^2Hf^T&D5uITcRX1PjgPZud{ZJI4_M#WWK~e_>-oYeW*W)e*!3Vi
ztB=4I>0h<}<=v|*UG@1U^o!G<ta{(uf8do`djDzhmkmYE*{ZQ|yp>fyK+vkMQzH^i
zYzetFYS{n-(=8@SOQkeo4k7HLPca7u{wC2myf72n!wI>qMwUTKY-+p9Wojm%UY~Oz
zVv+j0G%o&02j%mA!6~+g&`eO+{Mf_|UC4xKQkKfvSi1wW^(xiiCp3=C5(wAqqhB8g
zyzgR1ICqJbXaMl$lu4tsGA{|MJyQKE53tWSF*94Ljn?k#K3pG4fO*|8ZEnleYL|AA
zYQ-2*2GRC8C0P{}A_4+PIJk4Hw+_fCETel9`HlcdE=43Nqn(WziPQ@5hAn@M1JF-e
zvVsx&tppX;X2nNBRPU&pW@>WJ;+q;<#1DspEE0>(4WaQ%j<^lQ)O2Fj#V!BbMhoQx
zce4Ry#gMsdCL>&{%~Mza{qEz(6mN>=cs=6_DL+dV`#m6Quxe;K##~0kL}I-)`jh}w
zMucef=gps2Hn+QQ;dN%FjfYOh{rLc(rhICQ{Jsn-Y>IkgcuAU>iS6ye(jH$IKc($w
z_H-d909o`+U-rwFvy=Y0=YXJVY<&VcIr;q3B@Xa2Si<W&V^3LG@kCHu0H$6?AXvoz
zNOMOCVZFPSq-h!@u3{>x#}1I;Fq-%QC@1w{VX+k44U&}-3oYq7&d9ClOB&&_-aMjk
z#;4vlAKR*+S9}~OJMdrWd_gkD#e?ZVrCOL{AAmD8$*-6clsY5It5@JP>C7!tD(RFf
zpxp!#{gY72FqcXG1-#<@l%v0h5+cGL?R9l?>X<7WXNuRWbffgzsyw;g=C?X8$8MoQ
zsu~gp@jkt)|Lsb3V7;3&ydyitBtwG(B=*U{w8Y&HmjeXAa@#hGNtAAh3cNm)CvV{?
zY}j=wnJ~OQJQTmSI79Bp&QHo+Ho1MbJzY&3vrN$r+hpXDs7Io2eX5M}U+loJaUDAJ
zEVwc4p<=YKw>j>`FA5kQFu9SDHCl2Ce*HmO-rnA(W~^rrt2uR5ZoA3CR_lwPs8Uek
z<fG4Y!OnHaXIMhzsR)(Y*#vs?_{-gNV!I<COIu{A<&wKT3mu)W!rFvZTU4jc81qJa
zCWbu{zy{R%?&R(RS#PW}Hn5ZH>rbjH9NL%B^pf4!&+{#>emUwEWhcDqN112eT+P?C
zDDmkRt@P@xF1SoP*gE@ZLy{3%=x_S9lL=ccC7WR};gj!IZDj&-2SO!3d?GT)zC>r2
zlIiUm)9>!3KnqN!J_RyX`8F_t6cIchSc#Ue!U6&|z%~!Lc?AwsH3lZ4_1VKE#5@N!
znutliXBy{Al;=|d)dIQ<L0DoXAo8P7=25mp+3X&4p9b_vWX#}|fSWdMA&vHgs-BvZ
zNy^*%L9VRKl?sDCw18KX)yltTu8leBxi<KTC2SU1cD%d7{IT+i!Ofe3P;Jz+hrtO6
zi1BvvF8bx*#^=puY!n_TkJF-}eRchgO%q0JT%Z<!EWHvRtv$3X+<&}78-Dq6Zp^pr
zI@Yu{Z6!Z-Gv4J)Y6?AGei;72QY`BE%}1(h<lGEcVZmNb>1-=hX7nUlSsT?a2xU33
zfBtLU`d7uP^UqIpv1=q2zna(cAgn7f&o4NMjwpfiPV5p$5rR$44J}{Yo7rFjiC@OS
z&*^F^UE_OCWwwbseeQZarIe=Kex8H?p#D&0Q6_;<QeBplLZJE?f>DJQz!cIW3y<+9
zu|#4j?M1#dink`Qmdpv2bIYfd&<YJ5mPJ0Ui-SbQ5Y@$wvt3Exh)~A#YQv)hNAzwP
zTIH*OMH0!|iO1oTBWCTZ+<Rt;O2^DiN9somJht)$ovNzxt$e|9p9M$@AhD*i&x`=n
zgG`ddo(nR9*Cp;fu|yWebQxJ$1(~(*fiUMO^~D9J_Etf!$sSki+pj|_>)OaQ0}y5p
zTUR}%JlIz!>(2d@zV}AfTuqG0`g+B}!Xx%GdbWO1Pd{3Wc#s5`V;ud}BY4;_8a3ar
zFbIF5Wa)tEV@E~&RL)>{3$pYwe02%0Fjte$Jc`J&+3)2`E^ns*kPmJw)Y779Tjj$P
zocw$(QbB?<EaSOZZLQtx(ChagupMMs5>V&|s?7{>WVBF=Izb>95G(Ad-tWsd31Ol8
z{WcT$QL>GxmpJ_6DOYtp&8FHg5pq7>aQNehk|4vRN|=yYYq>lSnxslekIdS2Du~Z$
zG@t(V;z_8i+lk8ZWm1-Q^PIS|v$LOdTiWmAK`(fZ&gftTP`R@1m|Ct_a3F42VO)gU
zS1Ea*q#<E7TU$`@$iI^8Fs^3a*Ev_1<nO3tXBWAW`;jGesx4-EY|J#DkG9t5g6%GY
zaPV^fQXfp<A1U6}6pw3an%&GDDX|~<SZE<^Sb2*uGsDKyyVNF2KkR118-j-+%19gO
zBQE&a61N@_gZv5m-12hswYF6K;$w-jNk|=!{^sVK_SWGOT90_d@+|l&L3*By7&vpk
zTBO4FS4fc>3(82OXbF-XidOys;8sv(>cAE`&Zr9XHrW5b=B$UrIwhMeR_k}}d$k=i
zk8B4y$G%tFux=;VAKQ-KI|wvdzMWZ*_b2qTU*AT~f1|;j#7E$KyDhE2Zb!bIw7-+@
zRd=+H*g=~+9%ttR{DgK80?%8~iiG%rsiy6NVKr*bp{URFZeS~y*m<vmHrvQH{eg5X
zQhqBf`j`Ii7%ujmz`BEo>;9$x<TTc~amgQ)ZN?v1%u|cnHtai+3mi`M{w<Xssno#E
zc4u(b173To{r(|qW8aa`>_~(L%o?2U_inYDZW7+Hx;0uJJMyr9_;i()H;i|lgjljO
zbq{VOi~ss*$0(Wcb0UmwNs>WszW(Y-i3r3^mV=yU<z&_gGkiF_U{KZ%Mpu-UDIP4e
z$zLJk;%h-EUtLwT^0BrLUhe_Qe(mv>wp3$2m5AAqj)!_3N^l$_4(U`$+y}Ab@(ub>
zv~*y?qn6^jnf>aO7fASj|2=a~e6C;g>r!0=C{IYjE*khW0kjf#@d<h007ODw!9gI4
z*<uvL#2jkWM9bYt_P*>av@AH9UOQ@~eIW-l0W@~3oV4TDFNXMmeqQO9{%Z*u0Jl*U
z#e^k)d1K7+ZRCDkGvBEvmx38NL(||0i3(7;?5x5<6KlQRk54T?LF09w#ikL#o3{!k
zdA1`{9ASM<1pw<C04hB;?jemZq@M%OGQJ;QCJp;NOg`d3*%jc}>ZoP8r?9VAI8CXY
z<@^fEJb4mPWgHjW5-W{OC`qK%Te)SuygW+xhwk-tz)nx{%6H|&`Ct7s=`W}|5-a2i
z=I}fkhud#UMG-tS6J(IrO{Oue{<m*f4	$9~mjH&d^f*;5*khX&cUeEM8b>3jUhh
zA2DQ9C3&)um|i_B3<V>il_1kM_N_sP#?7l&#a&d1SMwvWXqi>7M~y4l>t2J+%>so5
z3rfe1NhP1k3=UCaj-=J!t^{Bz%NOSc5pXx6^e4~)?cu>`@Z1cP)By8$j^&E^76&h{
zdi4$_M#k8jJq(yp)^*llcwGC&jY&ksF{r#Zy+r4kGud<b;}!)4`}BI#d1yrZwl{nD
zX=G$pSASjoVpd7B3!(@VJxZ6KF>o=Nnqt`wJ@fJ^4-DF+aTvB7HOlPDg{;)GTm3RQ
z)7v;RP~y%SY14Q5ueL0s6B3k@_zp#i!mtUN@<~ZZr>|dTz!?W!n8wL^yAW@nbjuY~
z;6RnjS^G`t!i5<C=wyQIIlDXE6&9K0X!MKXzV7vBcZY`)xTN2La@jz=;Pf>nT1NN(
z(B?_z8Ss<P{|?^`<&`)bj#K(=U8Uf(ac!#zIAGk2ElK_iVR&qCvaV=@dYs6Rm^3?k
zlE_+q$=<zcbK(LgPclbdVhIvLl3PF#%BMmeh-G|y0ZG8%QNWZ$CX*YRPV1B}>Ss|y
z!)OV&9uzn<pmL3iD?rd2LF&cCJCS27U<RwyBOt#XFbCCK2b_m__uT^|^<E%-gF1xw
zJc@VIeWOa2aQHLuM+}BlF@D=UZEYRc%~+8(YGjQX?8V#|?nPoGscv<{)m>WZGgIhZ
z+vz4#V95XqAOrn4nOnvF9kGX2uztsIprd~c<E{Lt5qNoGd(MIF6Fj}t?<&d3g*VP~
zX;<4<{(|P_K@a%+nMXKc1fWCLGrgwcb{&V<*&A>t;X`q^ssL(LIiyGlqe|zApZ}uN
zO9`?t0f9H1Gfpd)V}d<AN{h19<iQ=!KUIGr26J0XdKzvf)}36L85evwtiGV&GSL32
zM9fxSe(YisH{92rP<;|=XlMr=1B6lTTa-8L#D}=7mitf@l#K=FzD;jYOY%K`7$|!&
zN4B)=V+iY6jQU+$o4>1TF5`HalBvJXWxkQK(kt=7iv-`NGg>fzVP<K+F?Bu!a0*RK
zDGh@KC`4P#|D;+^0t1nf>7)fZ*Wgs)XR|>vFSyV}X87}`4Gn#eF|bB1&5d))r~zxx
zO!paP4!|NI=x!QFGl+8j2Yq@~4U?@$@~us|VPVmrVzIffH+Z*2_&kXOs(yw*SO#NT
zDFmv5Rr6SFsK_|=1&_R+mt@^CI`H%09LVv6b&ARh3aI*SV7IeVO~O7|hT{5C-5fu$
zxx5aM?54Zx#_*6Z*sJ*XK3#(i%zoI-lv;Ze+KIBK=rV<e?IG$ROhBsH=UXKyqyS_V
zU#})mhwjGviJcmcASs*{K;ee^*FfSF5xi$%o(#T9X-Lo3Eor!Y_P5<Y5XEuq4nii{
zY>qW=poCYh!E4{66&AmI4*r^JXD6hjlpe&=b<3}KZfM14caR&gV##AfVOYN_osC9^
zHjR(t2EFz?dF)U?NcxLJ2hwwG%F3i+;uf9v=M`HbfHV%<9D6i01SKJ!@+-F|h<>W8
zdyOIgXVusS92{Wsz`?OECHN340<+$lGVHB2fjwj>koA=^ch=MawcGr|>WZhh%j4PE
zSiEe6UH=mgf{&lksF|>EiGrkioZP8_v9yFshKBPc`UinsV+wInsM4qP{d@7V9aA7|
zfnLPf)t4Pb(EK2J5~dCwfN&2oio3N>p&;L-;g^GuWFuF*f&0&Y;$vXso}7pux|~?{
zJ@NMrbU(>6kOOFhGCzUnEWkU3txpG2wy<+&Gof%x-=8RAlzqnJ`zJuYkaS1j3=<3O
zJFB||I)@{)bhdqZxD7zwdn9AFaO6Gc&Odb^zjqt>1p-j~Pdxx&lWf$ooox^AxSQ%W
z6ymJcOWg)WW~OEwTQV?17aY3&TqOg!(nkkLcBHB3XTf-EG*$CJAhdXSH;@MLO<O~`
zW1M#m5Isi0$aQPH{@4B~L;w3=d^3vHr(Xr#vjejE*5nBut3`SnufFw%K_Hw;04o{z
znDs_b8*9HnI!@A}^b59wqbTm5Il#Y-lg*3lttAw?T`i|I`cE^vW2|>Pix8hp*gsxo
zy#s^ICU)Fz2fV(g-GL?){IjXW?RkC~2-GOww?`GI?_T3@e>Q73`S=c~DASLS;`D*9
zM6kH}hq)#8ySYVwh!!;QonQ1)|3xC+V3;WY*1MH`3IYPC?BOR*^`AY}FLE7>^!9Te
z<g2b81|p*&yRVmK^LIIS|No>J>y4OE636{l1~cgcQa}NWGQ!Tn%xr3pYHn#6E?8;=
zT6hi!+LvZ}fI_8JX*e?@4L!)!W&i2V-LXqyVE-i>amMihPZy%ntt5DzG`V}X@`G53
zaBk6Ll?cs39zQ-X3cTSNOw+ubu|hzURKu({-9Ae*VpLar)dwCpn@r#p+&|6hG??Q{
zU0nB<@OQTSAjn)2K7E}6&wwB1Jg766{;<^M5KySMsmGn_Kh)!*f@Z8e)8te%U~Ydq
zj0@?BgpbbhqE$(7;{xm89A1RA_VMGk){Sf5_EcETnd{#fGLG-h7I)Xhr9+V<-IW~N
zlgE!wLqXLwrv2C0523iV5n*zAh8dz#kATJA8PM7Cl7N<I2l;j2y_NR5kyeMWTD=3j
zR7-cvqKEb=L7lF%j|A2`bZKyF@IDGbb+grmwipD|Ok=S_udfHq`G;+On{5&6JK=dp
zZF&hG8ykCOa6ox@ThOe?6kh4|cF3it`y~(uVu7)=tj|vDzt}?f_-Nvf-dIb7XXf?x
zsj28AavrOe*8+p(WY*evhGjv!u4*)Dgs07Ea05)Vk<6HLh68J5zh}E(*09c%E9LGZ
z4}sw$l#5H8*#DY95MpCerJdtl80Y)IoVHW_m8?*c|9HxxT8Eb(>OLa>l0Y5^+M}rW
ztN9Qw7c1*5ZUUTS4ZKosz3>E}2mvSc#^SgqFgRcvCUURt@NrOZ94DcU^QQ`Vy|a?@
z7VF(!XXQ;V02H)3dzgNaDMrRqXBe?-*Kw$b)mX=5b0UYV`CXv&#Kk$Anto-8h(MA@
zyD%6YV1`tS_OqGK`=-v0?SVifdST~sbAtX*+09t(7x&H4QIMP`2K+}eYt9CU1Urvt
zU~wtas`dvqn7eHlULoJ6hQU+<22{~a8bnj+?|<&^kD+Y*O@MWKT@npWHp`s9b0!!P
zU?;&fjELN<p<p}<3|S8`fA?juWdW@^6h~9YZ=baraqRXH20$Rza{JDjzXr=T__Vtd
z4SXyOi5{|`+@B%DJ>pGaqEcJ^&R+ziQT`~{Fv+&+TeaZ{DAE@!TvmLa?zknV4vz^f
zfsyuIXCfYALohNh&?wp;hVo(nGN7=*$+l(zJD;zJUwxI*(k5b8zH{FR^;lln)%Hsb
zBAnJ8m@W-?sIrN!t{H&1=N@p_)N3YSSe)xCS@X7s^```&J>y=E30%(*j+L{$I!==g
zL!e`mljh%g#d*sFJP>T(4;W?WU8L>?6i>z@^oP=W!Qx9w0Fs@q(qc!RfAzf1a3=lS
z0)-@^!9j@7vYH4|*Hqw#R(g+^{`HL0M=NQ{bAWQ{q*}s=pSuptJNq^x<RcK&k?V5}
zpuz>b4aoIbMTQ(%>m5dlJ9%5e=rk4U{jGMQ9FWqw*~4i5cY##0`=(8mmejLZ9Bvt;
zTY6neaGGc7WprP6_u&k69*Iq&=)l`T`*m$E2kc=O3{_DvwkzaTpKmnk<Hw0Y`-+w4
z!NA9qp~AF}nDIp#9NM{!rSi7&zg^<=)Bj%;(ar3Y&LN>BpYrhlrfSy6m};(#&p6pQ
zssCN+l#<fX(W1TKF~C~p?hYvJi5<5trTx2cVWlT)aw&E@YIZCN(FYhU=a6Eh@({9y
zIcU>ZU@!#6Nhjx!7Jbdc!}9KJaCY|Qc3ffaNk}pWEnV(_dC=4pqI_iBb&s6v+7Z<I
z$2FBaFPP^n$afS&&_(AhEx%0J7=ErIO-BhnoNAk5XEP)(IL$dbmwbHsayJ96UsZ*M
z0ooIk5g-{KJ9Q!>C+Id}=nNgG-bX8g94nO5kD&`i|C11O7#?=a{#1^3qMDFN*yw6l
zhs-}g&Q7_}W_$hj@OF8Mv;N37=yc=IvFYBTL-bC0DpYPe1Majj>?|sm+I0V8S)6YB
z?f<5_?I>wC>zG*19bI4jNqm2^QB?TWe!t1pEwxOt`SX@q7JY9!H6!E{jQ&6P8va&+
zHwjD03Hmy>CGXV@^55Ai!-qUK+x}^4hh7WcZUWh%6^rC`Z)0t@9m5dv&zJ4gOm~Qz
zJ4D&^2Yt)~Z-F9CGar0&uN0~6bG}cum511DmHv0M7EOayo}Wu`=k)$;9PGHi)^4fT
zcGJj?huhh1&F5aeD_e8)O*;K|r1W_1I9JR^tLUK3fG1yAZZj@$09oN-)!F@k0q^Q^
zr^KSqn1lz;(zq&x7mpu%9Yrk<yxof&As?+tP^nW6=jo}A%m<6)JX-9<9)Z(u68#;O
zF4oQr2tItc`T@Q{3#rI;V0vBSa$*Dg=#0)bcsrMBrVow|o017E+a#6^KbTZu-AdRc
z+zK?j5n~maZook;^s%{EYsJJAEv=<_M6OgD?M7A!pC0kExUQ#17C_~AZy+OdaN=$)
zch9A+#VH7Tj%O_)>%{${78j2&KMb2Gv8<uf;OO~(=Y0n3)ghE~ymq^WdHcpIt8pMY
zc`Z(h&5cTqebX;j?^2Iqxj`Wf{PSDQE<_U^sy{p{cI-+fnyQfi%(czhcUU5Umet}n
z5k7#YOT7rtwH}b)RCV_9d_x7$F*mVug{^4kJ`e<7|CBJRi}%Lf|I6B3dX)b=UTRoX
zj6Jmle9Js~!8Pl4&VO<*TSnJ(kT+-lGB3RPtV&98`+=XEz2I71-4*D;gGV}^ksTdR
zL7k?!1Hi!ylrKMDbVwt3!=Z)Z1ajSu8>uQv;XJHXj@q#b`fwj#d42z=9gHcF`!B}i
zyKYvte<x3>WyajgVf0EvUFMz79)IwOmLw;4cXf%&ow2N4t|{3MTzbp1Jx*P_g|$kQ
z!~3f$vw{uKw~W3Y)(`(lx$Iu$%lvPknSmD<hi$a~iAFo~HMqFk(JpaBe4AlG{#x)N
z+sHa4Z~zv>v@gjKiDQs<`k$-=K)tjkUVi&3vXXYVSUv=x4@?T8woMLQ69zz%$2DM1
zpFCr`5xH;gWw>eQhm_`Mc~S5V9C)!vQgW)X@e4l>Z#C|HW@V*(LBZZAp^f4tevzXz
zADfjlv-17jO80liDDY}DEw8BwJiXqgK*9y7jU<iF&UVN0q5iw`*BMHa{FC3Vs?ZB>
z+|CUtH1SeyW1pjxELbu!lEE_MDu2NtT43+tp&d|D>f7+?R$?Pfff+CpE8eI+v3FZx
zzIW|{`d@U2a5ov}6W1x%sHc6`@+Tz<@8kJPsq90nl<RKcV1;h<c_j0xQ)MSy?bvd%
zUs<O$PYRep$3{nut3YWDkPOcnuMIeWj6tOx7|*NM$SiEyEUb}a@M4>>7-w_SY3?I>
z*N~4Mq10olRN)fYn{n0t0a{&2vi?`$6%|A94|R1P>-zJvD+=<a3zCww6@Mt0Y>5<p
zAOOc6`{SJoTtrk@toz+!)1L3zrQjFh)Z{q+D0FT7I;T}sypJZ_i&FJ*F*B(;I+*sd
zOQaAezAunu9F~AE3(+|Eqptq>UCU_62sc~gbc#`qbTfXO{!wF7yBnhHnt6UrF&>td
zVK(DZo)4?;J7sQ)WY(=#$W6HiLR*4n>%qtibl$PV^#5K%AFLJlBbKneG>*7ssB2H$
z!GaM<7>#q(+@oZ2Imj&cvE}4uXT#)m4Gqh_^4b8#Hm&Ai>*M=&w-4a`ynXGP%J5>_
zO{2E!#N$UUS30HRu6^tQP8w38KDiBz3~6ME7<RoL9iAf{f<}|pt4D}qxKfzV3UxP|
zf64KAP{RjR?Wa#fFrJh-6<+@}aP^ljZPosk2DZ`fAW4}?v1g#bS?>vw17MpmD0fMJ
z^X7yw3h><Tq862j&z_Bb=^)HE5DGk$(R6FkMdmb9C+>61;_O(vO>}wgBzTt-Sj53w
z2xSCjL;vw+;a*~rl+ml#*?MXJL9|S#imoAj$~K27647xFRB8T-%|RrAo6UA5R?s~R
z%)1eI+v1mv07;PPQ!p%L(hvHYPOops?B^JoyT_3qHdNGakdksQ3FT?@pUd9GQtkZE
zu1t)GvB!shlrANmHW|O2-&h(R{onU~^Z$=8Ym+xm$O?<*H}|E2m)s$jlr-VF7jOUh
Fe*i-G2dMx6
literal 0
HcmV?d00001
diff --git a/log/zPythonScripteTest/err_n_plots/errors.py b/log/zPythonScripteTest/err_n_plots/errors.py
new file mode 100644
index 00000000..171ba284
--- /dev/null
+++ b/log/zPythonScripteTest/err_n_plots/errors.py
@@ -0,0 +1,295 @@
+# print_hi('PyCharm')
+import pyvista as pv
+import numpy as np
+
+def plotReal(plotter):
+ plotter.screenshot('IterPlot__' + titlePrefix[j] + '_' + iter_fnName.format(nriter) + '.png')
+
+def plotDiff(plotter):
+ plotter.screenshot('DiffPlot__' + titlePrefix[j] + '_' + iter_fnName.format(nriter) + '.png')
+
+def plotInitReal(plotter):
+ plotter.screenshot('aa_REAL_Init__' + titlePrefix[j] + '_' + '.png')
+
+def dontConfuseNames(plotter):
+ plotter.screenshot('aa_REAL_Other_Init__' + titlePrefix[j] + '_' + '.png')
+
+path = ['/home/lionbart/Desktop/Logs_Plots_MA/2023_06_21_zVp15/',
+ '/home/lionbart/Desktop/Logs_Plots_MA/2023_06_27_noIC_VpMono_HighResolution/',
+ '/home/lionbart/Desktop/Logs_Plots_MA/2023_06_27_IC_RhoMono_HighResolution/',
+ '/home/lionbart/Desktop/Logs_Plots_MA/2023_06_30_MultiHighRes_SO/',
+ '/home/lionbart/Desktop/Logs_Plots_MA/2023_07_06_Multi_FO_Iter10/'
+ ]
+titlePrefix = ['Vp', 'noICVP', 'Rho', 'MultiSO', 'MultiFO']
+prefix = ['Vp', 'Vp', 'Rho']
+
+real_fn = 'Vp_fwi_m_real.vtu'
+initial_fn = 'Vp_fwi_m_initial.vtu'
+iter_fn = 'Vp__fwi_FWISO_iterate_m_allshots_5_{}.vtu'
+iter_fnName = 'Vp__fwi_FWISO_iterate_m_allshots_5_{}'
+
+######Pseudoconfig Area######
+makeMapping = False
+#frame = [450, 1500, 300, 1690]#Alt... Nicht ROI=RegionOfInterest (CRC Paper) beachtet ://
+frame = [650, 1300, 370, 1620]
+zoom = 2.2
+createPlot = True
+plotOffScreen = False #Der Screenshot ist anders, wenn offScreen geplotted wird :(( wtf
+
+
+
+with open('Fehler.txt', 'w') as outfile:
+ outfile.write('Große Fehlerberechnung ' + '\n')
+with open('FehlerInfNorm.txt', 'w') as outfile:
+ outfile.write('Infinity Norm für Tikzpicture formatiert ' + '\n')
+
+for j in range(3): # range(len(path)):
+ if j == 1:
+ initial_other_fn = 'Rho_fwi_m_real.vtu'
+
+ if j == 2:
+ real_fn = 'Rho_fwi_m_real.vtu'
+ initial_fn = 'Rho_fwi_m_initial.vtu'
+ iter_fn = 'Rho__fwi_FWISO_iterate_m_allshots_5_{}.vtu'
+ iter_fnName = 'Rho__fwi_FWISO_iterate_m_allshots_5_{}'
+ initial_other_fn = 'Vp_fwi_m_initial.vtu'
+
+ # real_centers = pv.read(path+real_fn).cell_centers()
+ # exit()
+ real_vtu = pv.read(path[j] + real_fn)
+ real_vtu_cells = real_vtu.cell_centers()
+ initial_vtu = pv.read(path[j] + initial_fn)
+ #initial_other_vtu = pv.read(path[j] + initial_other_fn)
+ initial_vtu_cells = initial_vtu.cell_centers()
+ #initial_other_vtu_cells = initial_other_vtu.cell_centers()
+ iter_vtu = pv.read(path[j] + iter_fn.format(0))
+
+ iter_vtu_celldata = iter_vtu.cell_data[prefix[j]]
+ real_vtu_celldata = real_vtu.cell_data[prefix[j]]
+ initial_vtu_celldata = initial_vtu.cell_data[prefix[j]]
+ #if j == 1:
+ #initial_other_vtu_celldata = initial_other_vtu.cell_data['Rho']
+ #elif j == 2:
+ #initial_other_vtu_celldata = initial_other_vtu.cell_data['Vp']
+ result_vtu = pv.read(path[j] + real_fn)
+ result_vtu_celldata = result_vtu.cell_data[prefix[j]]
+
+ pointmapping = [] # Hält Geometrie fest (die teils nicht übereinstimmt)
+ if makeMapping: # always... otherwise weird
+ for (i, p) in enumerate(real_vtu_cells.points):
+ if frame[0] > p[0] or p[0] > frame[1]:
+ #if 1000 > p[0] or p[0] > 1100:
+ result_vtu_celldata[i] = 0
+ continue
+ elif frame[2] > p[1] or p[1] > frame[3]:
+ #elif 700 > p[1] or p[1] > 800:
+ result_vtu_celldata[i] = 0
+ continue
+ pointmapping.append((i, iter_vtu.find_containing_cell(p)))
+ pointmapSave = np.array(pointmapping)
+ file = open(titlePrefix[j] + "_pointmapping.npy", "wb")
+ # save array to the file
+ np.save(file, pointmapSave)
+ # close the file
+ file.close
+ elif not makeMapping:
+ file = open(titlePrefix[j] + "_pointmapping.npy", "rb")
+ pointmapping = np.load(file)
+ file.close
+ for (i, p) in enumerate(real_vtu_cells.points):
+ if frame[0] > p[0] or p[0] > frame[1]:
+ result_vtu_celldata[i] = 0
+ elif frame[2] > p[1] or p[1] > frame[3]:
+ result_vtu_celldata[i] = 0
+
+ with open('Fehler.txt', 'a') as outfile:
+ outfile.write('Fehlerberechnung ' + titlePrefix[j] + '\n')
+ with open('FehlerInfNorm.txt', 'a') as outfile:
+ outfile.write('Fehlerberechnung InfNorm' + titlePrefix[j] + '\n')
+
+ #Berechne Fehler: Real - Homogen
+ print(titlePrefix[j] + '_' + prefix[j] + 'Homogenes Feld Wert')
+ print(initial_vtu_celldata[0])
+ for t in pointmapping:
+ result_vtu_celldata[t[0]] = real_vtu_celldata[t[0]] - initial_vtu_celldata[t[1]]
+ RealMinusInit = np.array(result_vtu_celldata)
+ RealMinusInitNorm = np.linalg.norm(RealMinusInit)
+ RealMinusInitInfNorm = max(abs(RealMinusInit))
+
+ ### Plot Config
+ legende = dict(height=0.1, position_x=0.89, position_y=0.5)#Gut aktuell!!
+ legendeDiff = dict(height=0.1, position_x=0.2, position_y=0.06)
+ annotationsDiff = {0: "0"}
+ if prefix[j] == 'Vp':
+ annotationsIter = {3500: "3500"}
+ climIter = [3250, 3750]#Angepasst an Start.
+ climIter = [3200, 3800]#Angepasst an Endskale (von Paraview abgeschaut)
+ climReal = [3325, 3850]#3500 - 175 und 3500 + 350
+ climReal = [3150, 3850]#3500 - 350 und 3500 + 350 Idee, dass symmetrie plotting arbeit spart...
+ #Idee: Das zu Array machen und einlesen
+ elif prefix[j] == 'Rho':
+ annotationsIter = {2000: "2000"}
+ climIter = [1900, 2100]#Eventuell für höhere Iterationen schlecht!?
+ climReal = [1900, 2200]#2000 - 100 und 2000 + 200
+ climReal = [1800, 2200]#2000 - 200 und 2000 + 200 Idee, dass symmetrie plotting arbeit spart...
+
+ norm = np.zeros(10)
+ infnorm = np.zeros(10)
+ for nriter in range(10): # 10):
+ plPlot = pv.Plotter(window_size=(600, 1000), off_screen = plotOffScreen) # Plotter für Ergebnis bauen
+ pl = pv.Plotter(window_size=(600, 1000), off_screen = True) # Plotter für Differenz bauen
+
+ iter_vtu_celldata = pv.read(path[j] + iter_fn.format(nriter)).cell_data[prefix[j]]
+ print('Iteration Path: ' + path[j] + iter_fn.format(nriter))
+
+ for t in pointmapping:
+ result_vtu_celldata[t[0]] = real_vtu_celldata[t[0]] - iter_vtu_celldata[t[1]]
+ #iteration
+ #iter_vtu_celldata[t[0]] =
+ # result_vtu.plot() #abgelöst durch pl = pv.Plotter()
+
+ #1. Versuch: (rausscheibeen)
+ #add_legend (pyvista ding argument loc
+
+ ### Fehlerberechnung
+ resultNp = np.array(result_vtu_celldata)
+ norm[nriter] = np.linalg.norm(resultNp)
+ infnorm[nriter] = max(abs(resultNp))
+ with open('Fehler.txt', 'a') as outfile:
+ outfile.write('(' + str(nriter + 1) + ',' + str(np.around(norm[nriter]/RealMinusInitNorm, 4)) + ')')
+ with open('FehlerInfNorm.txt', 'a') as outfile:
+ outfile.write('(' + str(nriter + 1) + ',' + str(np.around(infnorm[nriter]/RealMinusInitInfNorm, 4)) + ')')
+
+ iter_vtu = pv.read(path[j] + iter_fn.format(nriter))
+ iter_vtu_celldata = iter_vtu.cell_data[prefix[j]]
+
+
+ legendeTest = dict(background_color = [0,0,0],
+ fmt='%4.0f', n_labels = 5,
+ vertical = True, position_x = 0.8, position_y = 0.1, height = 0.8, width= 0.2,
+ label_font_size = 30, title_font_size = 40,
+ #interactive = True, #shadow = False, outline = False,
+ color = [0,0,0],)
+
+ if createPlot:
+ ### Plot Iteration (For figures in MA) ###
+ _ = plPlot.add_mesh(iter_vtu, scalar_bar_args = legendeTest, clim=climReal, cmap = 'RdYlBu',)
+ #annotations = annotationsIter,)
+ #_ = plPlot.add_mesh(iter_vtu, show_scalar_bar=False)
+ #_ = plPlot.add_mesh(iter_vtu, scalar_bar_args = legende, annotations = annotationsIter, clim=climIter)
+ #plPlot.show_axes()
+ #plPlot.camera.position = (0.0, 0.0, 1000.0)
+ plPlot.camera_position = 'xy'
+ #print(plPlot.camera_position)
+ #plPlot.camera_position = [(1000.0014953613281, 1000.0, 20438.471894650203),#position
+ #(1000.0014953613281, 1000.0, 0.0), #focal point
+ #(0.0, 1.0, 0.0)] #set_viewup
+ plPlot.camera_position = [(1100.0014953613281, 1000.0, 6512.327012542534),#position
+ (1100.0014953613281, 1000.0, 0.0), #focal point
+ (0.0, 1.0, 0.0)] #set_viewup
+
+ plPlot.camera.zoom(zoom)
+ #plPlot.plot(cmap = 'RdYlBu')
+ plPlot.show(before_close_callback=plotReal)
+ #print(plPlot.camera_position) #Seeeeehr hilfreich. Nach rumschieben mit interactive ausgabe der aktuellen pos.
+
+ ### Plot Diff ### No longer supported, since no plot made it into the Thesis.
+ #_ = pl.add_mesh(result_vtu, scalar_bar_args = legendeTest, cmap = 'RdYlBu',)
+ #, annotations=annotationsDiff)
+ #pl.camera_position = [(1100.0014953613281, 1000.0, 6512.327012542534),#position
+ # (1100.0014953613281, 1000.0, 0.0), #focal point
+ # (0.0, 1.0, 0.0)] #set_viewup
+ #pl.camera.zoom(zoom)
+ #pl.show(before_close_callback=plotDiff)
+ #print(pl.camera_position)
+
+ if nriter == 0 and createPlot == True:
+ #CreatePlot of Real_Init; Benennung leider etwas verwirrt... Herzlichen Glückwunsch
+ plVp = pv.Plotter(window_size=(600, 1000), off_screen = plotOffScreen)
+ plRho = pv.Plotter(window_size=(600, 1000), off_screen = plotOffScreen)
+ _ = plVp.add_mesh(real_vtu, scalar_bar_args = legendeTest, clim=climReal, cmap = 'RdYlBu')
+ #annotations = annotationsIter,
+ _ = plRho.add_mesh(initial_vtu, scalar_bar_args = legendeTest, clim=climReal, cmap = 'RdYlBu')
+
+ plVp.camera_position = [(1100.0014953613281, 1000.0, 6512.327012542534),#position
+ (1100.0014953613281, 1000.0, 0.0), #focal point
+ (0.0, 1.0, 0.0)] #set_viewup
+ plRho.camera_position = [(1100.0014953613281, 1000.0, 6512.327012542534),#position
+ (1100.0014953613281, 1000.0, 0.0), #focal point
+ (0.0, 1.0, 0.0)] #set_viewup
+
+ plVp.camera.zoom(zoom)
+ plRho.camera.zoom(zoom)
+ plVp.show(before_close_callback=plotInitReal)
+ plRho.show(before_close_callback=dontConfuseNames)
+
+ ####pl.show(screenshot = 'diffplot'+iter_fn.format(nriter)+'.png')
+
+ # window_size = (200, 200),
+ #Berechnung Fehler und Relativer Fehler + Abspeichern
+ normNormalized = norm/RealMinusInitNorm#norm[0]
+ normNormalized = np.around(normNormalized, 4)
+ with open('Fehler.txt', 'a') as outfile:
+ outfile.write('\n' + repr(norm) + '\n')
+ outfile.write(repr(normNormalized) + '\n')
+ outfile.write('\n\n')
+
+ infnormNormalized = infnorm/RealMinusInitInfNorm
+ infnormNormalized = np.around(infnormNormalized, 4)
+ with open('FehlerInfNorm.txt', 'a') as outfile:
+ outfile.write('\n' + repr(infnorm) + '\n')
+ outfile.write(repr(infnormNormalized) + '\n')
+ outfile.write('\n\n')
+
+exit()
+
+# pl.view_xy()
+# pl.export_obj('diffplot'+iter_fn.format(nriter)+'.obj') #Kann man machen, muss man aber nicht.
+# pl.save_graphic('diffplot'+iter_fn.format(nriter)+'.svg')
+
+# CR Idee# savePlot(path+'diffplot'+iter_fn.format(nriter)+'.obj', 'RealPlotMATPLOTLIB'+iter_fnName.format(nriter)+'.png', 3300, 3740)
+
+# import pyvista as pv
+# >>> true_vtu = pv.read('Vp_fwi_m_real.vtu')
+# >>> true_vtu_data = pv.read('Vp_fwi_m_real.vtu'
+
+# >>> true_vtu_data = true_vtu.cell_data['Vp']
+
+# >>> true_vtu_data
+# pyvista_ndarray([3500., 3500., 3500., ..., 3500., 3500., 3500.],
+# dtype=float32)
+# >>> iter_data = pv.read('Vp__fwi_FWISO_iterate_m_allshots_5_14.vtu').cell_data['Vp']
+# >>> iter_data
+# pyvista_ndarray([3500., 3500., 3500., ..., 3500., 3500., 3500.],
+# dtype=float32)
+# >>> diff = true_vtu_data-iter_data
+
+# >>> import numpy as np
+# >>> diffnp = np.array(diff)
+# >>> diffnp
+# array([0., 0., 0., ..., 0., 0., 0.], dtype=float32)
+# >>> diffnp.norm()
+# Traceback (most recent call last):
+# File "<stdin>", line 1, in <module>
+# AttributeError: 'numpy.ndarray' object has no attribute 'norm'
+# >>> diff.linalg.norm()
+
+# >>> np.linalg.norm(diff)
+# 9635.88
+# >>> initial_data = pv.read('Vp_fwi_m_initial.vtu').cell_data['Vp']
+# >>> np.linalg.norm(initial_data-true_vtu_data)
+# 6858.548
+# >>> iter_data = pv.read('Vp__fwi_FWISO_iterate_m_allshots_5_1.vtu').cell_data['Vp']
+# >>> diff = true_vtu_data-iter_data
+# >>> np.linalg.norm(diff)
+# 8466.148
+# >>> np.linalg.norm(diff,ord=2)
+##8466.148
+# >>> iter_data = pv.read('Vp__fwi_FWISO_iterate_m_allshots_5_0.vtu').cell_data['Vp']
+# >>> diff = true_vtu_data-iter_data
+# >>> np.linalg.norm(diff,ord=2)
+# 8278.743
+##
+
+# See PyCharm help at https://www.jetbrains.com/help/pycharm/
+
diff --git a/log/zPythonScripteTest/err_n_plots/multiLink.bash b/log/zPythonScripteTest/err_n_plots/multiLink.bash
new file mode 100644
index 00000000..3e5fbe07
--- /dev/null
+++ b/log/zPythonScripteTest/err_n_plots/multiLink.bash
@@ -0,0 +1,3 @@
+#!/bin/bash
+cd ../err_n_plots_multi
+
diff --git a/log/zPythonScripteTest/err_n_plots/noICVP_pointmapping.npy b/log/zPythonScripteTest/err_n_plots/noICVP_pointmapping.npy
new file mode 100644
index 0000000000000000000000000000000000000000..361c6819dfd4f17600cbc3a49026e071e43c73a1
GIT binary patch
literal 149312
zcmbT-cl=KEA3uIuc7<eA%8WFS%tTVMD|_#~cUELZWXs-rZ%Im}U9yr28400`vVFh5
zpZoLo$LG(Ve;&8{`}umE>$=W$u5-@obzUY^sZqIForDQ`Cg_`|d5dn%y5=dKJx|Ft
zMe{t7Jx|L{UAuQ}(y>veuFYHgKYuUZq<yy*|M&0RS~uz3;{Q5tu|fq4KasuQ<4<Jo
zpZ)*ezm%PeC-{H=Jy_~)cHzw2m9ua+&dS|68~5OcxF<i%z4#IC&DpsRKgw_NW89Z>
za6it;{W%v8;M_cr^YB}omk06VJec$G+nk?=@Dn_g3-B<0l85tCJc6I*k^Bt5!v%R1
z7v|CYEWgV|cnlZiv0RMb<KjGyOY(Rw#S{2>p2#ooBrd~~xhzlN7kMg|<M;U`p2p>Q
zEjQwI+?dyM6W+j0c_TODP28L}a|_<WEqN=q;t#krZ{s%nA-Co2+>Sru_Pm2T@W<Sd
zKjBWilRNXL+=V~muKYQ7<6YdHzu+GHCHLg7xEFuTefS%GlfUJ@{2lk_?|A_Kzyo<V
z58@wrFz?~Fc`py;eLRf!^Kd@EBl#zOhY#{7{+UPfA%2&C;W2!XH<Z46e!ax&`7*EL
zE4-Hf<u&{tujZ?~im&lXzRoN71~2EEyo_)0QohYg_zo}T1SRf%u0@=X7jhyl!HIbR
zC*k>=lnZe(p2x{~F5koXIR($*lsubLaSl$+vp5aU<g}cP)A0<xm#6c6oQdz}X`G(l
z=M0>lGxAh^fG2Y%PR9@OB+kqeI18uZtek?g@pvx81Gq5v=V!Se7vaAA9KXp$xepiP
z-dvn}aS86p75UZY?;dAW_!+Lwukjn)jB9Z_uFLhf0e9iX+>x7c6YkFa{Jw|s!IF31
z-w58%qj(RG;U9P$f6Ej3E1tr;cp87obND&$X9<_!)m)l)@f7>_8=lC!c^vQOF?@(e
z@ev-uCwVBJ<-z<n59G^S$oos=bG^kWc?jRnBRC(|vAw7G4KB=8xfoaE=lK<Wkze8p
zT$ZbHX?}xydq1_gnB%1p_t3s6cjXq`om+7iZp-btBOkT>&fHSHD>vj`{H6ANxW0N{
z?!W_hg3t37cT*qCZFvZ{;E{aL>y6^(>hE%09><?(KY?qhPvUkwl{@n^Zp|~eDbM5G
zw!eTIt1sdjyo|SNzk**=U&U>BEl;w)*7FqJ$XT@ifHU$(d>?<tY4}TCXM11sf8Jl5
zH&&?cQ@^NwfLE#i!b|u!zM}mRPT=)_=Olcb7wLbJuj_w`*QlT7Wqg)zYJZOJvHc5t
zTm2tip#LpSt^FM?$ceN|#7X&4PQ?%M1DuRw+<Py_IJY>*IQDUlap)tQ+xDK}7$;`n
z829Do7}urc7{?Xk7?)+{7<WC%F;2?L6}<jaT#5g*KVRef)oXHguFFNZAwR}3E_#k*
zT=M|OI3*9qI3gd%egA{rPaG#H)wg)Pv+CRU0)NDp`4hgzd$^VDo#2PnPjg>B&qMeU
zzspy70^j2IIf0CEQ$mh$RU+Ob6U!KfCE*ySCFK~$CF2<9CFl9_9vS1p6ddEmlpN#A
zR2<{Z)Ewi|G#umBv>fBwbR6T}dpX9%_i>Dy@8=j-r{@@VXW$r@XXF^SKfp1r&%`nA
zkK-uj1v0CzF;2<Ct2ryL;%vN<AL11p$IWtnM12`&=cW88FX6{{G3Ve#oRb%FE?&U7
zc|Paid7PK$^5Z;*^YLuX&$IXmp2-Dx20zKu`6-^pPxJd6_vKUhS@njpxU4Np%a*d7
zY%VLv*JTwM+pWd}y<T-5z%ef9&#|32F5l3;pLz}M%Qg8;uEl*gK1UgUuOoY_*X3Ru
z<BpzOU%dx6;O-pzts6H|@5+t23pe4I*KNw3WQ>cBIFH4C{*7B`*G<Ov(v@4ugW9*|
z1Kft=bGPLm)ngp?1GiU??R4O;)ngp?CCBH8_t{zdo$4`;`<UZ>$M+nc>jU-f`p0#r
z2N#h&W&93%aeS`coL=^k@jbrDaU8{UCyw)e>T%rk=VWq#jPuAqj_=_uj_c4+9wguS
zpB&38<wW_Zd|!SoXURQsw!C8h&EYt2%;mUl&f}kDT(=JK0(s8%7IGT7NdB$9n17c`
z<T1HaR+Y=-^K!YoVS6h$&NH!J;=H#?J+2F@IqnnI@Z)l=Oe@#PI1bkHS+Bo=Q^<`n
z&WoG)ZMj)imRn>AxmAvqAILb*Z{sZTLpfe<m#O7PGLHKlJXL-yOUX}U9H%=uj-xov
z;=22p`Uv^CjN@n*_mN-7aq>$U`}r##EaNzy!r#c)Z{PAL`JJ38zn5_w{lIY??dCWx
z_HumBaoorEazs6j+moDBo|O-~fBlDZ@fCi8|KkFDm49-4UE}?Ho%iw$F0B78ewJ_Z
zZtd^z_Z;KIZ#kiUC1qk+O2#<yEA5l|`xhMJu+KTU`llS@#JKN|dCVQ^F^<^IG4C1U
zh!{6+RgZD@W{z>#Mvi&b^&I2EJoZD3+uLxAs|s?=>#o&5#(}leV;&$K$2e-W_L+SC
z<mxeQeTidSxKjI=XGo|X<H8)A&GwdS{}5+TkK?Wp$GCQ>_AyR;Sv|(p9XQ5`i?xq=
z_FU>Yy<S|m<G5a^eT<9az9`0#abK2K|M}X-IJ~{>$2c=F$2d8D$8nq=P>*r_VSd5(
zJIV6$MfFPjD95~F+(%SXFREUhD{;&t73bI0<38XG&ZHjmQu(>2dS;G!vY}jCeTMxL
z^P;KL>#E0nO+6l?9`l0J^lzYEQa$Ds2XG_xxQ}SeQ}u7cS+$ROx#8SQeHzC+;bi?|
zUa_}&OYPs|80XLCm<ODwf6UWOR&T3++;_yh;&|=btIyCr=0)Q^q@((W>T#UJeL&1h
zex%+-`?yYa<+$#}yz1xLcUS*{d+;~hljFM8i{rW!&sE|&)JJ`v{%`V69M5fj;eP7B
zay<8m>(&7E<LdA82K#Rs7gC?W_wp<*&vQ5@&*R3tiKp{sj{DB7yik1`FXrvMgLiP;
zS2TY0?sJ=aD&Nf}oPwKjN^ZufxH+fh7MzA#a$0W1>9{rD%We2RZp-&`J5JB-IRkg#
zjNFkQ;7**0JM)9wg)?(k&cfX|D|hE?+=CzDp8PQP;zzhQXXifrD8I>%abM2K{Wur*
z=iEGi^YTD`oZsSnJcys*!CZjf<|lawKg~n=86L(3c{ms15nPx@^0WL77vWL-9M9!y
zJddmMe144=@aw#g-{3`DgBNp6Uc$9_Dc9y@T!)u)U0%WUcqP~8RosAAb3<Okjd(3L
z=5^eJ*K<?ez|D9gH|I^<f;V$Z-omYTE4StkxD9XPw)`Qt=k45qKjMzOgFExb+=V~k
zuDp}G^QYW{KjWVKIrrvW+=sv5H~CBM%U^Ln{+j#qH#~rk@xrQi&$q{U0iWRce3Iw!
zA3T>&@f`k>XY*;E#b<aXpXC|+7f<JNJdMxu`+R|?^4~m#|KX?jB2VT^Jc%!J9=^g8
z`Cp#E|M4SymB;fn9>>=?6W`$X_$H6#TYN9y<}rMS-{k}q?|!c-I3bVbL_CTUb5c&i
z?{HEc$;mh&C+87-4-exMe5=ac_mz@wa4H_EeQJK2b8u(Q$(=YCcjVmMf%9;C&dcri
zac;}`xDDs$<bFR-a565yN%=`m!cTExewq{UGn|kMasn>IcPic8e}(xrKg+kc2;b!A
z_y!l{>s*YladE!NCHP+7S4sX)y%hh;&-2sTm*y+#W%xDqa$JvJ=2!VuZpM|lAy?yS
z{2Kr1^<L*w{09HQHTWdg<P%(rk8^E4#&!62uFFTc9v|WQe3%>XZ`_c7<wpDqH|9g!
zgn#Cye2|;*Pu!dja0}kgEqNce;=SCO_i!8jk=ycaZpS}xd;Xp~@ORvizvWK+4R_|R
zxeI^AUHMDy#$RxE-o-umbMDPMxi9bF0sJ8k;;lS{H}P;@&m(vpzr$;J6tCgYoX7cK
zEU!`@$18a}uiy#1oG0=!p2YcWe+n;ApUR8*eO|=Vcp*>c1w4bFvi(^+PklDe<vBcu
z=kjcx$Fq1o&*TL>gBS92Uc}RQF~84Ccq%XDDZGp)^Kwq>da;rxs;}Y+yqd@J8Xm`M
z`8{68V|hJ~;SKyQZ{*RuiAV8feuua4NZ!gL_yZp9^KA>Of5^jlI}ha@JVgJG`EB)`
zJcvIFYyUY9RR4ne^H)4T`>(mL`nTMNzmK~1KX5Pg-Q1J+aChFvz4hPEUDXe87e2_H
z_z?Hd|5t9WeuTTK|IV$|k8=*cr<2@5{R}tev)qu+aRWZj_4xvKvi*x(SN#&#;mcf`
zuW(KNmuv8U{03j;ZeH&?zoveJtMg5+#<#c%-{#7EhbwUc*~{xC;#Xy2SwSX|ugIjb
zyi6uvlF4N`d5?TirjTW2N?AsxlBH#8`MgXcOUbmdq)aDE$a`gRd7msM@0Ueodik8p
zAdAS1@>%(SEG#q0Lh?abP-d1@9N$^^8JSf+Ewjm|<U{gF`LL{DdyjAdnO#01AC>uK
z4p~nBocy@VE%V5{vb6TmE|<Um?{?#Tl+-@ncf61IobkS6KNZtH_G5hR*w3+F;(Lkx
z7~f+N{o{L%?;(zZ_@3gpiSIRzvqJj6;B&=s636k=>T%r1arm<Kaooo5=0W%8@w<xS
zyrT9+)Z=#=zmqEJ@w=+Zt-XGn7vgvMntBWM*ExR2ao&mFd7PJ8X&>jUI4{)FzqxvC
zPAKC%80VF`{@z6UdK~AaIPY%rc^j!$*S;~wd9MjKRd3F3JAbv{IFGjEmfE-CIPbRR
zM(S<3F1O=2uXo^ooJTwIH{O3|uA_ffuFBmwt}{J(gZ{m_lJ<Q#u48X<WA%Rgr}xvJ
zo2d`rQ|be`f%+h>#e?~T_HT1sXNT}H^<f;>>EZmT&oh#1*#0Pfl}B@2_s8;T{m1dk
z+K=bBkC?y>)hBV>cTDEJwl|gQX+Mo$=NbH?&o`6XIlg9d+&9hP@3f!Gai6t-hw8tG
zhx1~N`?w{X-1}L^ao@L`<GyeOC)R!y$9?1){>1xR%W>bij_=q%8~7vbH*(y^ZsNGl
z-OO<xyp`wqeA{>dZ|BoqZwJp%|Cr-G{S%J+_?;a0{hxA-3qIo*H|*jVSA5AQy#Cib
z%j<u`F>d*mr>cL?7xmxGr+5$l%X>M-P5XGV?H%C1v_Hsm)DQ7A{*}*b{~O0R?=Z(W
z@Ce5^@przi|8f4CPw;Ht|4E+c_5a`)x1Qpe+Mnha2cO{>C;!DUu0F?;^*_&(_ySMl
zzd6S7|L|?^|00jq{u1Z*`?$>G)c@tn`d{UD)vs|z{crF)>Nj~L-{#?bhg0hx^O(cb
zW1e#;$2{l|j(O9o-e1hKzNH@Xun*aOJSXn29?ymQay%DKq<uUWep5Z33qPqI&xQM_
z$8+J{9M6T*Yah>rd#cBC;U1j9ag<B@crM&s{Q>o^9M6Gco-3XMC(}Qk19#Fso&$H}
zcn;iw<2i5^{o}cB%*$o>`U%wIxo=zjA5(9`G470cz?|v@^pEGjt+bElz%4kQ`!?lx
z?wdycn1^bj9?yXrb36xb#PJ;XG5uqnsiAs2_pQf;z27<<&w117UqrpOdOYW?#YNR?
zaxu=Ke{rs%UXowu=eatU<|O*Rz}3{ta8)kLRrp2Dpno~8to{;L;__UPU*>%JzrwGo
zSLBzu5<j4QWiGE?g<s-$4qleyId~b4=ivEmucrRbtJmg|9M84y(Y~&F3H5lcU7YKy
z7vp%YomKyMu3c0;o@+nHjrA|WO}Q{P<3ik=AGZA#Tu{9wKg02yx&X&>>L)nv!}4=H
zx6a4$-1>2j=hip8PR!%vRgdS`c{rY9=jM2hor_~$CMU;p?HnA>wIAc2UiVRsd6w+l
zTm2D^=iCqTo9Yj7Jm=2F{nWE^Jm=2B@tiv|57hoaev32lAbx-cb4HGFRt6rTo}S}A
z_kJFxejmqu@4Y-iJspqawEPaI;ZdBLM{_EEms9dszK7rA<UEd(@pw+k6F3P^;zT@|
z6Y>;Jz*9M%OHbo?ZastJxpv%#-gLcRsD6kSaXg1#!oR66<#>+2oPSqe!LbftCC55}
zRs4tct2x#ctl?O9u$Iqizm8*_!g`K%3>%`o=kyyn)<JCISSPWWV;#j7j&&AWIo4r(
zz_Cta8^=114>{I(Z0A@9@)7^;{q5kR{0Sf7Pr1JH+vohN`Y!&3zu-gsCI8G{@j?EY
zf8uZW0DsH-`8(dn-}7Gnf%ouk{*iy=-Moi?-~*h{_x%fZ;-lP~Px2r>!^8Ok&*6VK
z);(S1SQmAPW8KtcUZnpOj&)Z5a;(Gpk7J$IRgQIB*Lbq+UFTT$71xni7j{!U){Wib
zSXXwNW8K*uj&*4XyiTlJi~Snw+7hY9y0^p}>*A7dteZ>9v92x|$GW@Z9P9G#;aInq
zg6H_YQ}S$1#j`jy&*U^bgVXYKPRG+Y)=|9A_o+|i`*{kd=gFLbCvire$Pe%Y&cx$6
z=3&QiX7%?t3y<ZjJchIJyZjK3=7)I{Kf>>Db{@%(@(9k&m1TbUvW#^lwfI^2x-2fA
zk)>tqw->mR*DJ#vxh!|!7r8x`<Jj&?+)lkbx8-=>ZTJ=S)?9&Ozr?ziR_YbiTXH3C
z!Lgs3a~1VwT$P)0tdnWN)zuqwtjlTP@3CJS@f$MEqcu3ryEVC`jPI#A*OqbKufuVj
zsLQcmVqMTq=aKsAA9Dka?ZmpExGu)~j_YV+?c;Ma;kb@B<+$$0x}$>r9-m{G*N^=a
z_a*VU<9FFgzc^2|=GaedIF8G<9N%+0j^nI7=a3y_99JDVt^;wMD(vr_Wqc1^IIc6@
zI9?~NYd!qEzZ@V3%UN=`+$2ZK?eabOnH(oSm*eH1_U{BvEhoye>XZ0eIaz)ur^vWY
zPvw&GeR<sWrtv;GUGA4NWC1x-J|ts5oVUH%{+?IPk!j>ynLy5yf9OA-?~w~+DY;O_
z_r8b^>%W+b$|dq)xm5O&%VeB)mvdYfR`6SLrA#GP$+$0A&BNpxSwgOraon%tIBwQ+
zTz58b9H$#Oj-xp4;=W_EdOx{E#&NWjJID{@P`ORU_wph4lyO{-;*VtP=N&vyek|j6
z@CnCpwv*#H+r@Dl#Bm<q+mGts7=P{IIIe%<-_;LtD);Zd@l)!D`F{1|JXZY#XI4MO
zai9JtXIDSXgY`edkE);L7#IA-F^)LLpE;h-b6))~a4*~cn;%#IhhrRbkz<^5iDO)J
znPVJvg=5_HFUL6TKaO$TRgQ7sHI8xPb&hf74UTc?O^$KwEsk;SZC-4D+~F8E$2{(Q
z^;oB!OuLu|ufg#g?LLlq$hrE*y72PqF%KR0P4V1rw)QbE7vqi;zK5Lpr{tO1$8i|r
zns{!INc)%<p00hYvwKlJ=54ERtdoCV`}@3JZuK~>8*t3yPtiW+QIn|0bC9MS^PVv;
z66^RYsz2!U%5nToCfI(=!`D}j|2Gilft>osI)`{}@Rjy4PaEqJV%{{)1F<fnk>@ba
z*j{7(V_nEzznACKA5$;I&++pd_c5{VC6oFK>iM_~XXdipnP21>XO`oX>MwDOGs|-y
z^>{8G^I)&27gvvUKy5glyAS4y+Q&RwtUJi6URk{>$2z4E9P1iJ_&%#?ALHIw$I(~&
z*VNzTc<w$-|2Nc!sK>g2@mw?N+Q+(uchqaEPvKaH5%ZX_u4AlvtOJPac+BI(bvxEc
z#C1B>8LZVm){Vq<xv|&ZtRCxL;yT+@J+7<GIIfe;Ij)l}c&F{P<hTyD;xE)&^Vi&l
zzvs661GnS2PPXSueh(e_1@6pKc{nffeT?AyZT}rE%cD6LkKx4p9#`cB9KVBwJVt#n
zPvE6Im6vnem#yS=>Z^Gxui@IS-TnV1Yq<`u<GQ?_>+uGz&l|Y`Z{mi$nH%vIZp>S`
z34g#%c^fz554kyS=N9}Cx8xn%ia+Mo{0X<=o!pi`<#zlTx988f1MlLF`~`R7FS#>+
z#a;Mo?#AD6cm9@p@ORvczvtfk1NY(G+?Rjke!PeK^Ijgv`}i&1&x7~?zs*1K5I)F5
z`DY%+hj=*u!*lo|&*e)zk1z9lzQPOmUtY-n@gly;i}@Na;p@DVZ}2j{$;<f`ui)Ff
zlJD>;PEhUc?{YOK<Tad#*K%TB$4PiSC*=*Cj5l&}-o*FtW=_FdI3;i8RQv&_<_|dy
zZ|Ai95vSvi`Ck5n@8g|(KYzyQ`E$;|yEr3%$q(>XoQc2Y2l*S$%-?br{*JTq_neJ?
z;DUVRjl17#A->Fo`4T_N7r6-k!_V>GT$C?xF+R`5`5c$vzqlly<x+fxpXbwDn*Zb%
z_!O7nKe#NP<QMr(F2^VMB|gsOxhucS$M_Zgohxu#ewB}MMLxonxG7iW!(4@b<EmVb
ztMRW~oqyrixE8<8hxiTtnQQRtT$2xSEk3}txhmJ;%3PQCb3NY6^|>N<<Bz#J@8BN%
z5%=Wn+>1Zt-n@<b@CW=RZ{@yR%kQTj*W~_Og9q>%Jdj`KxA-+4#MOB)SL3(2Di7f*
zJd`W*Fs{VIxgw9?S9v5?;CJ{H9>wEdzk9wI%`dCJ%jJ0t_tkzZzob5nr>RfmH9Upq
z^EBSVGkHDF;iWu}i+a8J{2VXfBD|2F<wabW7jq$A!UcILKf}xTX<p7x@d|#DS8@Sf
z#ZT~R&d+N&AFt)dc^&8F^_+({aBkknxp))j<jtIexA0@Ul^^8~I6H6SNBBd2n78vo
z{1Ip49h{Xv<}CaPXXc&!Ab-l4_%nWhcX0;(itpoZIW7Odsdx|H!}~cY|HO&;Aot{7
zI3fSW3HUJIsebqOcZ6^AQNG2$^PBn~=NsxL_&T5DYy1aa<x~70|H%Vv{|sMIKg*Z-
zFTTX*_#&U@fA|6qw*7zjg8D^1&zJZdU*^B~3ZLbF`3(QZr}--X$=CQ4U*|vg2A|}c
ze1dQBalXyR_zwTh3FJ|kP#%$q<YAdu{w9;iUu9DHlj~VB{zWF2hvYr-XPH7Clquyt
z+e^hi$ux4mOecTT{$AcI?~l67Aivi>BmW>X$?s%l`Hl8j!ZNG;T0SJdl#hh<&(6E#
zqw;f^Lw+iAMP2{g{E5sXKbHCBPVEcuHu;q7>iB<#x5y%Ly(}u%$zpP?EG~E0UMXHJ
zOUqUA1-Vj|k;`RSxlFz&m&$VTQ?FN^7t5FBBKeA3C@aYM@>MxcR+MvPCHaNdtHQHo
zRXIymlQU&?IbFUcr^(ml`|=GrRo0MGWKB6)){+xtZ8<^Kk>h1uIZoD-@5%adtZX3P
zl?~-+*+`C(jpaMCi5w}L$`P`e94?#7VX}oBDqG4SvXy*Www8ls8#zd}l{5T4+VNYm
zy&Nbz$N{pGoT7hc?kBs-H)VG@Ui%*0TlSJYWgj_4`~Tg}|GrMVuTk2^`;PY&pDW&X
z?3eglu^&h1ANx7>OMDNp-{O0V{T$!(Q2pb$i0>_qqrvKN+{JMb$7vi#aU3^uzdgzR
zh~qAP2XCv#?<9`f_+7<uAHTc!UBvG)en+!xf0Oq&o8xykhqtK5c_DtMao*Ud9_N+#
zT`$l-e)kJ`o%V6w+UNYTL_N+Uao*dk{WA5ca=BcizJe>u)$-M7Cm+^+9WUbzJeN0e
zoL9GSa`g{*Hpg|QtiOLK*Q)Q}13vG^Tv~o2H)y|;pO>G?RqCJfQr^WS<QKBI{8AQ^
zU&|u$8~K3keaDOW2cF5hxsco|6R7X!X?%d6l0V7S>OXS<c}V6~|CLwpVP42bIG;Q!
zx7pvvIFCFobITJlmpmoY+Wu*t&u2KhJS*3$$9?ovzM%e)yeJQPf0sCmye#YJ{~tdn
zugXmFnyjJy4bCWU$_(<BtgihXzF)>T={}Be)V-X@`%cF(4ok~P)YEW`+fs9K_5WlF
zS;G5?ao~m6jx3^{j{lJ{uDrtc%cNc}J)e~sWjWi6acnV;aqlJVVw`-AV_f}$_Aw5B
zg=5_QJjb{`#w{`KKW%$4FA(FLm^X-VP|PdDxGClxVq6vT5;5+Id5jpB#XLuh+hQIh
z#&t1I663y@SE=Ov$Gl678)IIkv3kto#JDr&d171|^F(E}k9njR=N7XcPRZi(v~gSs
zj&X7+j&b($9OLlP9OLvC_?YdL;TYGK<rw$B$T2Taj;ne9FLBHx#5`Re^_SIS-XZ1z
z%d1yZ|JnPAdBxW1F%Nk_y{h&x4^o}?s>i%%L;c@Sf0bh%b+`64)nneJ7I)UZ4#zxA
zJ^ot%crN^g_6^iyo~I#yseL2<f*W%S{hRRT>P<Q3m6~yH?VEGVL$%<Tw`#>P&()f1
z>)(cBUaT!|_xkNP=GEGB2mL#6%)@o$x70gv%-eP5nCI)xF>ly|U(-M4v0|RFmwL=Y
z_U4$U?8A-pk9n$?*X*kv^Pce>IOawBtM|}9=AmL9b&z_@!@kWiZ##sW=s%QWo_83>
zJn(RidEyb=Q~!~?!1pnVV;=flj(O@aTvPwCJX`<wcovW2nLM6b>OX;Js88hSJc;{j
zKbd1*{e7OI{WNZ){dAtJK7%LmY#z^ZcpT5=0k*e*$EYvj(Y%=JYQKczImA+aNBd<w
zl9zKw{a5e^^_4uFSMe}j%|m$&cd@;-JVbpRzs(zYAaCLUyqWv+7VgJexi5dfZ}K*N
z#rWz&?xVh)d-F%!i+6BO{+N64C)}NPayR~zyYgq;g+J%cyo)>W7u=D*<PQ85x96|9
z9e=}Z`CD$o-*IdHo?Gz`+>&>53;vOt^B!)-d$}p^<0ibH8}k8f#6NLEj{E8c{Ihy}
zKE(C-SFXdqacw@#wfG3v<fB}Jf9E&&7{AUZ_%;56tMh5D;`i}4=jVU;7473b^-1;1
z>gCn{<wENJaXIy?{32iDqS{~Qvg$Xu4BzBZ+TY?A)NgZXzQfOR0>8UboRCX$A}+y+
zxi}}`Vw{wVax#97lXDTiho9vXT$odGAx_N&IV~^u`S0bY)bHb!>gl<FdIo-iGje`@
zfb(%Cew-iVyquZya2C$ZSvePH<DC2u=irC=F@A&}<?NiDb8!`!Pkt(&lHbb0a=$Dl
zf0572i?Xy#?)6^aWL$=ma#>EoFY;AcP9|1=i4$>oPRK8F0*>p(pZ;D!#=5UpIo5?$
z<XAUWiDO+^WsY@cu^(eyT2=K}w^of~U0ZdIb#Je6tc!b{W8K^v9P8?8aICwl$+0f4
z7RS21+Wfb5Zguzq*X8qEkI!*^{)-#%S#HQ@xDlV`#{4HY;Zxj{|KMhPlAH4hZo$X7
zB_HEf{5!Yiquhp%a9cji?f5rt&%bg9{)Ibotefn_v97W+$GXd|9LGT~UL^a;IdYI(
zA&1GCa+Dk($I4iD`yR*lGLB=NZme^Ob-WYQW1a6rj&;D3I9_)$e_(%1;jKKCxA6NM
z>yl$#OzijR>amV_2FE(*_}sA$dX{>ulb+47jym>Zth1i09_z5@ac((Zejpdf4RWD;
zRL1xA2rrgv<r2A7#=4z2?=SQBxK1qRcwh0o$8~9?`h9ZM|Kw^;CD+KfZpQnH{kBd$
zv0N_`%J|#^d83T`j7=Q(C7U^Z_ggs5gRvjtbH;uit=%>m`}sqT<6t|-@9rax?{x>q
zb>w3nBtMa{A3x)0_Z3He&wJ!vnaKUZK~BNH@x6SMkGrq>oinK);|KXTKPOMfIB%ci
z;_?sqi2kQIJI8e|ewU}!N60g>pgb$%Jn<Lzmgi)gSI=`Pc|mrQf6Kb^A6Z#ml+Vgb
zGOlx%d8E7|cgla|B>A5lDzC~m@|yfcUY9-P4cS88l>6i@SzF$gaUXGq56J|+hvA%%
z<G79ED2|iF>Tw-Q!e8j0l;b!_#+B6LIoNK#M?H>{I8NhtkW&3;?Nf2=_tgBgdKx~$
z@f;@hV><Qtoy6}Tj+6V;<2Z`vTJgPRRX^qaEgQ%8@+jx@{NOQ;<2DZ$RnN-}WC1zI
z_G4Vu+}~py_KSL9e{V12Img33|8xGHjbmKa&EMm>#gDdE+~2#)c&?IJ|C0WmiDTTB
zk>j~VU+qfEUAF%M_mgGh{rbl||GoU8dRmU>E~)t?^^_d*<oEE)>d82svn1gP>WMh!
zy%TUn^%#f7bB!3cR#uO3Zj8HQTpa7J``KPR2Z(WXJV#rm9`m^M_;uTlae2&}PgjrU
zcJFe`V_tMVucd!E^_a(w`@nck81n=%&(}cvdiuY{_4&N*$8j6?b@3cwvGy^q{FnBP
z_3xq{^S<l2srni1n{ie3_#JHKcn<KV_Aw8;K)sdzvpJrV#JovI^$aq87qJc@eh2Y8
zkLNV8Zs1M*a>{|Syx;d*ywU3q<+|#_xP$sAp2(wl2*1nQcnmk?vD|~-<K{e$KjT<u
z^D<9Ruf-F&0#D-acrwSl*AyP6K9#rg`+R_>@h`r=>D*F%2JhmT{43Amn5Ub~71ihP
z4?LISK4%`sJYYPhkNc(t>L>JH$T6?Dh!3kT=D3ep!ZA;|lrLx>>qz3d9rHkOonE1R
zTz6M;61hqyld&!$uA6K8J+7N;IgN~UHF4cr@9+1^4KkzLC^O4VGK<_SACg;STo<=;
zTo*s!T=GL%$?xMMe$Vw|KNpq<WPkhfAlK(ZJcfVe&U~0(=cBxYFLNCCS2*sA|Kqst
zy~bzszrk@Ic8inBJ2JIAHstQQ@^^;c&Eq_ZPw;3y$?x(XJcdv4SpJjW<I_Bj&+vFY
z%M<x8p2X*PGN0$Ee1YHRzj+$}!!!6I&*V!yi!bvWzQS|)U!KSR@qE6@3-}r@<m<eM
zZ}4Ki$xHYaFXh|3jPLMrPB8TD_qu`;@=8v`t2i;Q<|Mp^lk!?l#_KpaujhMs1E=7P
zoRT+jD&EYgc?+lEt(=xW;B>r=@8u6UC-320yq9zHKF-7YIWHgJ$N4AD$3Js^KEzM(
zFI<3s<0ttrKgCD*Y5tv`;bUBok8>eD$%Xk3ewI&h5kAe&@fj}4XSo>v#l`s?m*DeU
zk}q&6{+plYf4DS1^3L7k_yzuS<XxBHPq-{Uto@7p5SQZ}+P}oxxjbjn{$<X}ukbeQ
zEASS6m9uDHku!58-lTnHUe8tdLG7z@Ca%V7wXe<(sJGw=>Mc2udMi%It$CF8Z8(8?
zTfU>-j^F0?e49J)E$+zuxD(&x&U}Nra4+u4*SQ;C<L=yzd+=56$^UXM?!>+M3ishl
z{3f^KzTAfU@kQ>>fAaut#RItozr`1L5TE10+>GDmCOm}y;-P$ohjAkw&JB13pXQN#
zir?XSJc?`cX#RuW<r6%HYw}oro!{f*JdS_o@qCm&=I=+`{r!K+pYT5Z)%oK;&dt|3
z2jAlDoM719?M~rD{1M;7(>Wc_=8AmG`>n=D_zj+*eLY^K-iR~${WayI+PCEs+?D_2
zr998}R`YD$zz4P8&AZh1@JGCl_uIceabESG`9nU;mu&wSf31FkKj+h2l+W^Ke2zch
zfA~?p#GCm#f5|s_Cnxg0p5`R{F(>1VoRS~n)Vz+<@>hHxUy<qMe=?(dQ~OL@owINc
zewe%Pqg;h^atF@K_xrx`aV_;HIJJ6Veoegyr&TY(_i!n$p?zs?%w@PazsSk-e~Ig=
zzs&clSKyRfk?U(;nOk#JZpgKG4maTT+?1Pg3m(Khxh41E&OCre@-QC9F^=iTabMh(
zV?Xxv`QmdX;52fU_OV~uazXVkxGcwg(u*ATQRR4md`ZTAS9y;6vX?pT+g{<gudBen
z$X8|D2Ug^`PprgoA6c2>KC>#veP}g~`_$?j_pz^W+~>Z*aUWcR<3712$9;4yj{EF7
z9QWaMIquWzaooq(=eW;r$T1FR#4%22%rTB=!ZFTh#xV|Q&M{7D!8u%~TJmGunjhsh
zoSob9BixQ3=Jxy$ci?Q?k+X6q&cdBJGk4(!xhrSlZu|gu=ZxHgGjRM)(sM8M`?)vY
z$9?!-ev{L2Urx*YI1Tsb)EvK?R6Jfi#`zOC<^d*h%o9xFkK|+-^9oZq<{hST%uBq_
zF>f)Ax5()-<~e3?%!AD2m?xRVF^@8bW1eL$$2`nDj(M8-9P>B}Ip%p5am)iP=9nj1
z!ZDAujANc@ImbNI3XXZImHfMTj@5jW*YFWu%ZGU#|Hd2mSKi3K@FqUQoB3zn$_M!a
z{)xBo0sfHp^LF0Hah&Ys9qN1dWB!rjzIQk8RR2MKDoe}HWGVT%+$(p<J@N}#RDLOo
z$ggC4?yvb7`Hg%^ek)@;-*G+}_w{-CciB`PlX2cY&hb5;;G^=SjP3lvah^WK)#ab^
zJ$d?n@(f3w<%aSv8P|z(9LM!}PVM^rH`kQ^$hfXu<agvH`I!D!xQhH&R+9h8w(_cc
zT>tCbK;Dq6<V~4K-jdJge}`+x1pfXmC*<0kh>OW2va)(o?!d{o8Yky6GKGxuKuV7D
zTq>@of9&_AoJM^Nr{(^fj$h|{c_iP*9r=Df#Ob*rXW%xRk!SM*9LIGgUa9^d$9X?9
z$8nd1M{A#z-{fo@$5o7L+N;O+8t=1^_VGCibL^*QIX*`bj`#f>$NP%!J>GY5_1KRk
zINo<jj^m~j$M^mMSMdJhxOj!js>glpiyZe^<+;4}FY`<M3YX&w++S9bFREAOvK-^I
zGF(-Ch>UU9^Xf4#Qj*`$t~kfIYqY<|Jj`?Ib^QHVj&W8Yj(MDk+Qqo(Y4w;VdXi&Y
z_XIc5Z-$I<-s9>qua$>m9F>b(>6e3J9QP=<QGbME-188}JX}_8uYG2Yad0M%aacx<
zdB5}=<GSJ8#rD497`Kh*ZtC}OcaHml9^6U2C#U0H+=^q~HSQbZdo7^d82O|eD--Jf
z9`EFF+=a(;{7&P0kKgGe^;+6b<~2Np<34dJ$M0}DSJgg_i?KXYeIUoU_IrPyE9<Jy
z<0U+wr|<%v$BX$jUcw`IDfi%I{1&g|S9uk;=GDB9*YH$c%PV*tPviCcD{tUlypc!o
zCho(VIqqY&@J;g$Te+R~AMgR*#^?D%zOMgvo}vB`ALbo=nLp;M`hUWG)pznK{*<rt
zXZ)}JF%Ni9eV2ON7k$BTpYbJM*8i*6p8j8R68Vk1sQpoXLHlD|PR2a+2tFZ8Xn&H6
z@gMw>JSF3I`6n0F{xlclGaT2UvmC#(zqo+*=Qux~=a=OLSwa3Sb8G((=j4n0s=OpC
z$;<L#?XPe){+BDu|710JRX(8oHO|1-c>>?$&U~8}aXgnA!tq?|V@_<|{EqKC3CDRR
zDaUyw8ULn#a=xwqJ-opCNWqIZCC9iT72nc7HOF}>4aa#YEno2Z>G+2J_i~)K?&B3+
z|9-xre|o;Ae+G{8Ts&8Z^H@ALyrF+QXG~!G@!T>g$8*r+9M4rB;doA)oA*w<`#h!Z
zl)Jf)`|*D6&j)w_|HK3NAiu>w^B_LNgZUR8!oTuR{*8z6VIILpcqAX?cldW6&Byp%
zKF(wK1i!~8c^v=2<M|X%;6HgHpXNz?h9~n`p2C0eR6fV=^Ld`e7kE1V%`^BPp2-(^
z7GL7oe3|F)6`srg@;v^J=krxwz}I*oU*|=9gBSBnUc$F{Dc|O0e215Ff=PFe;}x8q
zcX9^)lr!>Y`~ZK>nRpjJ$X{?~{*trsSDcl<=4|{eKg8eh!~8uz!n-*;|HzN>9)67X
zaSq<kIr#wR;)9%<f95=Vi1YF<{5b#0`S>@^&xiR5KEeg~C_l-+^HaR#{kz}m)4YkF
z;dImP)(di4F2ozOFU;%sSx%#U5l+p|@fz)m@=7koskAT7DY*nM*S;h#;ZmGJ`{(%{
zF3pRye}U(78BVT!4Zf^ilP_^C9>}%%BG=)6xGwkNdi*!n=L_6`J99%m&yDyTH|93n
zg#Y5Ee3qMW3vSM5xCNi)mfVC}@t@q9|KK*<fZK9CZpSCNJs;-|T!%YyE$+m}xHBK+
zE?k4V^6T7<k8pSXjeBr)?#WfT7yrt=`4IQv%KRq3%6<7~?#DlIe}07r@Jl?95Aa*O
zj|cIKJec?L7;f(TFqWI~d)$=AaT6ZTjd=n$;)&dlCvgLw%=LK+*W;;Nm*3|)JdJDf
z46em9xhBu%8a#*J;CcKy&*#^8Ay?-`T#c7-RbI+fcsW<*6<mo|@<&teo_|+yMfKJE
zDzD)++OOpb>Ys5D{+yrXU0j&I;6nT*7v!(_8UC7|=5P2Z{+6HQ@3;Ve&rk4f&c{FU
z<Gh#i@IKDX2RJAH#5wq9ev}V!cK($g=HK`sKEhe~C}-hg{2(9aOnibL;FFw@|KJRK
ziqrFHUdey)a6ZTB_&l%Tzj-xZ=9GMeNAbU$g0FEhzQIZOCXeM?oR||#zI$9J;6!{|
zCY3j2a(PXrk{zADQu7s=MqZZb<VAU({9C4%=Vb<YPG*#U$p_?FnMt0J56aUrv;0$L
zm8WDj`G<T+o|F&E6EeFzE+3W0<YV%8nL{3xx#SU<TOO8q<Zm*s{8i?YzsUUZkbFY^
zEDOkk@+tX~d`9k<1?4_jNbZ%-%02Qqxmy;MKgeS8ds$rWcl?y#?_??YjeK5yElbNi
z`oF+m$+Geb`J#N=@m`L1$@20u`Lg^}z9M(Z3i1<KNhWi@T9tqBdewNFtS;wz|224%
ztR*+d+H$Y$)#3HBfm|gU$rZA({7L^Nyj-@Bi)1UgK(>>!Wd}J^c9zp*S2<O7my=}=
zIZ5`E6J;+sLH3s8<(qPx>?_}s{p48LUyhLj<-77NIa&^qqvT-ujvOLK%As<E943eV
zPsZQ>x8MJ6H(vK`{o{Sb`-smG?=wDUe2&-;@i}8Z4Y0k~ud!d^dx-rQ-&5@8Df;!1
z@5}gJrgMCcGdRBII8Nd?n590!@gK)kH-DciyU2Mmj<fmvp8j#1cJlW)j^j98?C<U6
zQW?kfGHxs5chiPf%GNS|XYo5(<L@oyS{c8q_?<TQ_xN2m<4v-u+#=(5x|QR1{2@1x
z+htb!<0GywcgVHsA9FpqQ`VJn-i!0hXa0WN`Qvl0Ex(X)-ujAb%CF@IUjJKuO@1e<
z%kO1=?SJ5Ea<|;7{v%hFaa~%izR%w)%l)#FJRmb@{}We~2jvR&pZQh!i>x4jm2urT
z%rDC$a=Yyv<?`}(xmo=fmy;*u3-S+HTAq?Q^#7Bem#5`M^)p;bo|Vhg&v6NPUKW=Z
zWIFBt=3??6xmf)o7nPUfN9vdPIeA4Ek^jkO<yE;&|7%=WUYG0DZ*W0*OMc_{zRgd|
zJMu}HNV|L-_tlSc+=rjkE~(6`9{261{QVx;%KMA^{M_27QqRe$xtaE9IEQ+SJ6=$~
zPd&T({oF`B#x;+q$G9jP$2ckrXVyQF@otQ}GONe9EQxwH?H^Q+aa;wjALG1C>W^rD
zQ$8lstLNbRITw$!y%?9KQ_rhjPCdr4Y1Lz#dt1BwGL3qSi?8~7jGI%d$GG}6+kZ;C
zRO&G<e_1`o?J3n`TwhZ?#{DVOV_x82+l_gHd(>lIp_2a3X_s8RC@1iJ6ys#-#re7{
zA(N_?<SMrRJSSFvffI5WuB&}nPN4oGS5q&?cZ^eC;TYFe;Opu!?-JwSis}<>FXnk-
z93AsQm-LT$qlVhYywXMWn1}j@W1cF;?KQpL8~VpQSB&#xUaW_DUF~C@Am-K1*nZ5z
z{mBirk9mif*Nb_HnD>i$i)Px#JV$e`?e$ym@3!BH`>VI+m{)1TG4IlrV_v2m|6+UX
zxvA}S;F#Cx#4+#FnGfpUm1EwhI}f$J9vt&by*TEjdUMQM_2rn?>c=tfHGpGYY#_(H
z*<0M$>ks0XXB*5h4>y!!-Y({WV%~3r`lmkcNZ!e#`D1>Uckp|>oyYNqJf64l1pa_0
z@>ZV0n|Ug4;_1ABXYhKS$?JF)$GqoUj(O5~yh{6pyn+{T%*!t2n73WVF|WIv7waGM
zYB4XoT77}~8jgA7wH))z>v*pA8+g3$e<ROU-^8<cGtcBLJcGCKH2#p^=TA81<#+N#
z^-nqG^>^_&^)L86{*uS=SNtx2!=w0Heuux~k^BRX;N3i&f8=4jhlg^^TMXfS>TmOY
z9?S<go}2u{@m%E~57hn;_vgdhhmUeRCpy91)c@cve3skud2Yl1a7(_-&G;JEalO64
zf6H64zV^4nj<-8pPd%>NbvdE!*5SAhi|3w+)oZE8eOOISre1@S^BbIkU+0wk8mH#!
zoQA7$I<Ct1auvRxD|33T#2L6EXXIBo6TiZlxjbj(a{LgN<?Q^U{rwonbLt%Yp?Xd(
zrGFuQk_&SIewLr$BHTniC-bWp<$PR>ALrtnmrL*uvZTzTUW#+`^PG!Ib51V9Ik+r8
z#xL@tT#mDId47an=7;$eeuyh@Hm=B7xe{mL%AA?2@Pk~9GjVl(fM4T`{5ogg8l0YM
z^8H+k@8jBhFW2RCT#wUoeNMv-I5juqRNRPDa$`=xaU9*lP1TcgGfu|MIVrc`B;1k{
zb1P27tvMmL;RM{4W8G3aj&)7#Io3UO;8+*ckz?IdCysShgE`ivz0I+1Z3xG@wxJyB
z-iGl?Ib6m%xe*-e=tgp^vwMeQ9o{HjEJw>&xA!i`y1p?S>;A@atP32+v2JiY$GXA^
z9P17za;!_7%&~593dg#}sT}Jb-{)8tIh|wO<P6?p9okI(k!SI4p2I)zT>hTt@pn9*
zzvYGe4KL!aIrj5cyhQy=UdCVWa^A%&_;Zfq;4@yO{wc5KogB~gKjF3NAM?7{zFaSN
z$PMyoxlukTH_2Ucv;0hMk&nx*GLQT~E|uHlWAZ~8*S+l=+lh4!S^RyE{6_AT-^zV5
z&YSzWk~|>eIRA;G-$9OkKXaU?4{=;)e&IMT{K~({!!pkMN4TmyD*wOVHQ$oQWd(Uc
zzAR75Hu4Xd(fz@n9M{p)9M{=19KXA>oK6389M`e)9Osn_e9?X3-<(tbi~NebB-_i&
zvZA~qpV0q5enDQ9aUQtFFUsq(u>LnW&U>+6`}_NCSw-HFao$Z}J01KzAvfkkT%Hqi
zYfi#5IVpe7$@qCr&T(G6hX<&q;5cqm@+kFG{3fU7IL^{=JN2~OfMcFKj-!~TkIx<7
zYkaO;`e!hImYZWg<l)$_c{%pO;~bwmAIIm4=PWl}&*Qj={ZK&r_}ou&NuTE_j^pZS
zj^pGR&hPyf;u8ADaa5e2RWHUxxUGCnma)BJTvYqw(T+=S5iZGHWGOk;=P%9AY9I6H
zg}ID+K`zU^<%{xy?Y+cLX<wcTaLfzm=U8X>mUb~ue$4hN`g>mOW8OD6$2!NH9P_p#
z^s6d=vc2m3sP-|B{RqFV{t(B!XI8GEo|$7FI}^t`(Tp7PlIc0tmEOlOZ=8-}ooX7c
z@AXn~15Uv)ubZ6XIY&~CdA-EkME{l?^OzgCnR*v)&I!2%FXEOQ_d%^V#`S&q1MT~9
zH;#GP?EXGLE_S>R<VR&3CowNE$lv2WWiZdO{kJ*J6GM2l?GNQRZw%vC^&ie-IF74<
zJW@T*1Ml!=+aJwkwSSj8@)(}LWBC(~=l(lvFXrhgtH-*6;XG0Qo;-;M@nkM!dsF!(
z_4m0IPvhD=ohR`OF2yr>3eVy%csBRqIUM7Tx!gy69`EM)T$dMcTVBZZc@h82i}^42
z7fX1W`cnRim+>)P&S&&r!F|<Na@<$0;y=|_hxK2>4b|6j+y}1XbL#P2H|Fs+sK<TW
zMvnWWO;PuH@ti&G)3&JpXZx|v;F$K`sTWfJfuG?YIj&oKIDY4Q`3dd!aX#M9ah*HB
z@jLyAb7_B&bMVhxR34J?yZeP7*8W${#=mhfd03W^N8|(AALR`EJC~Hl<n!{lOso9~
zPR%E|wERPsm8WDf?f>Mie45X?zMbJ1ho0rb>VNT2{m=1U_4C|J{Q~b&|C?8<|HEJM
zMZVzpxx{fEy3AAL75St7|8mSj|HpBjy2^20y2gj}zs~2p{tb@v)=iG{)Ga=)|80(W
z@jD#nu>{sV#(66t$2cfa*y|_eIFBXaI8P<z^IkvJRX*kX9RDxql6w5VqL<X;{~g6R
zCjQ@24fXhcO=*0N_<vE2)Z_n6-LD@1?`n>E{J*Ts>N&jMZ)V(GSDll;<y`z7=jQJ@
z5C6b<c{e}KKXN|a%lUa9Kf(LC0RO~K@<D!zf99w87k-9+<%0Yh7vdvan2++a{5u!n
z<NO?-;G%qzi}4>^oKJBH{*z1cX)eWQ_<26drTH&@fzNRnKF?+O0>8+Ab2<KpU*d~g
zo-gsse3@V2D_nv9<yZMXuE<xp5?|xWe4VTC4X(;Jxf<W$=A3@!-Q&9jXW*8ckz4Tt
z+?q3S8-9@6a%OJFS-3rC;|}}~cjSk;6KChn{3v(f$G9u!<ZhgcyK`>t!FjnSKhC{4
zANS_`+=rjwH@N`!<tMoxKgIp|X&%7O@IWreZ}B~|?|y%SxDgNLhWs`s;~|`chjIfR
z#`SqPC*l#DfJbsYeuwMwD84=G?)x3hH~3wyqx~4J&13nR_V4k(JdSH=zkti}LVl4K
z@gDsbb6NEzT!xqO*V-@R7u1(?X<orQwO`54tFPixyqdRZzlKYyujLZFjyG$+o{Ot*
z;9|Uy*K5Cti>hztBD{rHYrmCO@(28^_S?7+f5^+V-_A?<BQB`@4t|<H=Ed57!V7sP
zKc)SrT!260`PzTZb9om(q5T(}kH6&E+JD6}_-lS#`)@c8f6LRf|Bk2d_nce%A2=uP
z=1JQB$m4kr=g|HzZ*YD;!t41cujAi&Eg$1Ge4JPF30}n~c_shBEBF*I=RbKFpXQ}}
zhL`YPyqM4NBEG;2`EOpp7kNHk;(2_9=kmWihp+N%zQ(io2G8W1JcDm>df(S=p00j}
zr*VSmch8F{v`@(ItEcDToPmdNMjpx!@DR?#Z}WpZm^1Sr&cbhTRvyUNcmO}d{rO?;
z$B%Gdew6$0W89l_a!=01Jva|{<GkFJ^Koa+&z-mcci<<vJwMHD`5A7*1-UgB;#ORk
zTk^Bqf{So-F3JbE7&qnOe2Yu+Z7#!yxGdM_m$(kU%(eIxKFk%kCRgIuxe8b3s(g&A
zaW#IOD{~F5$hG+uuFK`QK9}Q$T$UU23*3ZDb5nkvn{g>_&Lz1em*7@hoLh4-Zo@^n
z9Y4qIxd?aQXSpL6=FVJ*yKq77%Fl2&ewusmQ{0oE<X&8Wd-D_gCg<mV{5bdLygY#O
z@LQal2Xjt-n{)6GevF55F4wnV{HXc}euPKz!~70E#H08z+Z)Z<)W>iZ9?N_9J<iPI
zITKId2Y4c9<Vl=?r*KX0XBt1^{(d^&tNjeV?D{Z^|Ka(ZLi+`r!}b>PJ?cw2F)!zY
zyn^%SzmgNEujLzZy}Twj%gb`ByePNJb8?3~D?gE^<)`wL{7n8KKbI%vE_p(JA&<*1
z<uUn{{9S${kIHZ55&4}wEWek($=&i-`J?<r?vaP&Uiq`!FAvHC@~8jF_<OXAezDzs
z+Q;k0>%{wt_Yv<q-e-Ky_#Clc;&aA+i~SJ$HTF|{53wKPdyD=2r}q`#LwwKiJ)KcM
z>G+Q0BEHu+ZsIsNuYDXR7x<X|fAdZm$Kl6(Nyc$_g+G%2$~bPX@`o~x`)zz(#&I9N
zlP&&!Q^xP)7H^Vw<VG34%MBdA+xXoj@w;57p6q{qr^&gn-*cP?)@YwneKn`yGTNu*
z<?88p8Q;fC`F>96{Fa`VsK<FQp?aJ*<2)7T)i{qmsDCTpXPk%U+g_Zv@2F?hex7<<
z2j+5IC+2WmM~e8o+4Y~T9@nKf@5Xg2t@j_-wVB%I(m#cITnDGC$8|KW1NpR{tRC0h
zo<2`pmnW&mbvwE3$8|lfJ8|8=rGMNfjMqQzBgS#uXEfG6?nB;FkNcGC>Tw?v*U7lg
zN$35<eNbFi<38zK+l%|ExDLmCS8Dy^zHF5Cao?6yJ?`_e`o7B8e<QVz`@-S;lKR^m
z_mzYBW%Z6eU)+ZdQm>$%*z3Q_ai3F(2WlVpxdXV0`c>PH`{I7;aUb26U(>#*&-Vsz
z)xQS!(Y_|Xr(T<Tsn_9+>UFuNdW;jga|89Y+Bf8G>P@&aH|Gu<<DB-~QoS9=IH{J;
z*IK=;dK;eZ^<x~?M!lVSRsCb!)>^%T`egk(ax3*12Ugd=vwBPQE?h&sE4NVZ#ue4O
zb940`yuj=C<Ywx<_<i->+*G{}zi#_)auf9!M^{$wr`}k-KhLrK0o+JE#_>zk-%@X=
zK8R<j59S8yZ*v8&KaA_B59iuEl8@WoXnsR|48O)>d4=}l_+uW=)wG|$Rd^Ct;>lc*
zr|>-6o64`M&*1VrlV9RlT#n~*8J^Fjc>%BSdJFk^^~GF@mvBj5%8T@0#>LfF@R#Z<
zxv2UoF2ZZLFt6o8yq*j423}_S8~JJV&AeNE3qPs;0q5s!oR2@^yu5?+@F$$>|Ilrh
zQCC%MxPY+(MFpe;X^?JEx=TU{K@b7yE-4WOMFgZfr5jWPk+uL4F+jSz8w63&Gsf|H
z&W~@5^Xq=E{mixYe%D?x*PLtfM$X8aIURq`X?ZKB;U76Q|H7$wJ16HIoQ!|tr+FtQ
z<z4)_?XjDasPEy#yqBNi1N;OZ<V1XgALFB(kdN`Be4HQQ6Z|lr<_Gx<KfvetKEA;B
z@<qOfFL46C$}tXljbohjCdatyZH{r*KRCu^@9=HosDE>e>)z#?>i=+z1OLl0PMpAb
z?3(uX@=4#{eH`P?_w!}#AK)0Levo4v`w@<D?ngPs!4q+eqd&nh&YqZKTt4P)W86OG
zZDX82=51phAm(Wg`Mfbtdyr$E_5jB`?S77V+I<}Jw0k+`Y4>o9W9;Ubx821tZ@ZIY
z-u5?+af_Jeh<V$X7m0C+m`90u*qE1zdDoc7iFwqR7b;+T#ynE=vtpjAn0m}}mE@Qw
zE62y|9~F3>tR!O|uQJCxUtBjov3ynam=}zGMa&ykQ;&JYxbDZiV-591wqNv%V%{?P
zIWezUOZ%Ajtiv%c8vUM_H;sN;%&XSdezx~(z_Yj^&*VltgJ0+A+?YS+COnPb;3?dk
zCvi)jz^!>4x8wBs?;SYijXQEe^-es}@|}4Ecj3pi@5;l~`}4c}9>2ryb6+07@m#<M
z{D~YW`)L0m$8!dQxVQRX?!`kmqy6n8?x{YM<GF`n++BS*$8!@SxtsbZ?#iRN3y<N>
zJdQi@c<#s(xC2k*_B@%}@f2>$Q@IUK<JLT#Tk#BT$uqeH&*J7hhnw+SeuLvY(3Iz^
zH{pfcm>2QuyqFvD5`K-Bazl>&qyc}b{wjaQ^?4cB<InjOUe0xS1=ry(xHhlkTKpxy
z%&Yh%Ud=Um4cFkcT%Ff(HD1pz@^&u5J2?K&-?*^)PA<f|xFGN50=$PGbo}h){ObES
zAMfY9e1P-tA<oT*ITs({oP3mX@Nv%0Cpa6Q<mdPlXXP`Th0k(kKF68(JZI#KoPjTK
zdcMr*_zI`xYy2!<=QMnSQ}a!JhHr5yzRfB54^F{%I642t$@p)6n(uN_{)dzBznqv8
z*e{;qd-zGdm*YHsAE%P{%cSxF8P}26@80#k52-&TAC@U)JV)@B_K$kK7boQST#s=#
z^~bpjC*sHq9NRUnD`~x+Nv4yTWt>N|aGbZZavV3$abz}*%+7J1&cS1R-kco!Q7+CW
z^T;^w=jD$rAMN5ikzc*3EGQ>xUx?#6R+!_wScF^47i3&Vi*oGO#W?zv#krF#DdRd;
zisL+0nxmguhI_{Aa)Qrap5we+fhVh1<acFd8OL1}j`K)Wj()(49LIe%j`L`B-s1gg
za9p=*@^9)d@fv=a<GNUjqn}Zm<GNLc<2+ZFW50fdf4Ba69Ou#c{Db<d9Q$Dd-mTt{
zH}Pv6`%xoarT#iczo09}|JjY>|9X?-b9d(k?!S9*{GYKO#CGhZ9{*==j{oZ|j?dkP
zD_Q^B9RFuu9^wCahoc`E`%xvY_mi<-^ydNA|2{{*bO1-c^#hK6?Lb~9Ka>-#Z!kx{
zcnA;nc|YRlR}bay<S-e}(T(8fmyhHRtZx)Yzkf9UD96ZRKHoU*XZi8`4o~2>c_RNN
zC&_%)H-&p^Kb3p(H15tZ?t8%N(`6Rxo5@|ZpT%*XG@CoB&*Anwm)r6@Zq4&K?&}tC
z-1jZyH?&{GO?WZC&P(_;UdjzP?!)Wzr|Jj!Gk%4a@uTu{8U5DfTu1vA9Q}?jIQmU1
zxt8`naCzR!PsrGBHmGm&dN=u#jCtmtInEQma9PX$%75^7j(*<`j^jS|v-^#s?NpER
zz%HI-eY<%d@8PYym*Y6!$B$Wm?1!VYKd63{4{`L94|6hkM9#DS9^<K&Kh8V&1b@RP
zc^jYNHP&~A$Eu&@6?~58@_CMa`~|+LevzXee~F)wm*uzGU*TPRl{fM=&LpqPxG%lI
zUuu7o7xM3%OWu+t)Nk`?{)5xVJF>9+Qx?<yFW$_5bMzDMa&h^Od_ntvIqsX|cL{mC
z9?uy>KPZ03P{i^vulv0A@w<rf9P`eFw2$9WlvIy-_$vI2aiQ-y4G*w<T7Hkyaa^Zj
zoGOmfcy6t)_VL_zACBk72YJ7EZZ3|qc+R|s_VJwhoBW*jA8h$}u04*McrHH1#d2uh
z!SeAO{SeE?bNF%H%&mPZ?c=%q797w053_te?MHC@PN1>&@jHV?Tu}SC&c^Q&##%mp
z*KkPtBHGt<{KoGf)~UzuCW@%X?<(THHhzbZOFe$4@vG(IcO4nj<98p+)#G;}Db?e5
zBoF(%WqiKV9KTCR&E?cfTVMRnCC)<?)Z@HUkuzJq5|^@kWsdVw6^`>zRnBes7rCV6
zt8tvCs&kx|YH$(D*W}`se~II~^)knKsTP;8d~Ggj`8piusk&TN`*_ZBknJ766RMyd
zzcZSu9=}7Xsvf^%`b0f`=k&UI{7&k!di;*6g?juBE1oNh-)Xg1pRwY<=l?5z`CrcD
zDm;s;@@#&Q=WsQi%hh=v*WmeFlNazyypUh!MO=#)b8TM2b$BV)<xlt({*>$SXI!6`
z@vHnfH{j*mkXP_)`~^4SmHaw?$&GmxH{sR%2Cv~}yq25uI&R79xfO5V*8CN><*&IN
zf5YwhTkgo;aVOr$op}>?<;~oUzvnl33wP%qxCd|Lo_vf)@^K!;CwMfU<S~4T$MR_&
z$7gsvpXCXBjwkYYp2Qb;GGF8=e2J&>WuC@Y_+!4x)A<_D;Ojh-Z}2R>$+P))p2N3z
zF5l*P{0GnHJG_AZ<c0hfFXq2_3E$<V{11Q1|MF*?;EVsxOUw8kUe5RO3cioO;QRSY
zet=i;gS?s_;<fxRuj5B}JwM7DI3a(<8TjPt|Nf7Re1bFaan8)gI13-;tbBx@<HMYd
z4{>%r$T|1`=j8pIi}!JE-phG-59j6GoR5Fw{Jet;a62x@+qn?`%7wWZ7vW#{dH$JS
z;D%h3f8t`ijf-<_F2O%?N#4q(xEhz{AGi!};j&zr%klSIo;Py^F3%Nt6IbHzxH6aK
zDqNDQ^0)jVf6djnI9KPQ+>DoUb6&zNcrmx+Mcj%Pa%*0|ZFoMn<$2tWD><Ipa|`as
z6}S_Z=gwS?yKq_V%4N74m*zLQ6nE#6+=EMSPcF{AxES~5qWl)Wz<v06ew&MMUmmdP
zzw^mETv+{GF2wz~o%a2?p!)kfRDB>%=fS*?hw>C2!Han`kLR(R)%%U(EIghw^90Vs
z6FDPK;tV{Q)AJNg$5S~iPvd9#V@|`<IW^DVXLu&3;#r)MXLAak!^wFrC*yhiG|%Ux
zynvJNLQc$!_$gk@Px2Cef|qh4{)8XrPx&$aj1%%Qew07wM|e3u%q#dI{(>LmmHYs&
z;`?|lC*TcycjbTk|2O<6Z{*wjJ>TT5e4T&fYy1;m<)8Tq|H5s2p6z@|eFtCU-}nOW
z<nz3X&+%^VVEudfjQT!4&HMQjAK;UGkWcU-?qdB%_?Y@pKFY`V2p{Lee1Z@0Nj}J@
z_yC{g{d|V^@mb!>=XejF=iPjPckxBu$(Q&yzRWxL3UBAD{3~DMU-&xz%r|(W>(x#E
zN&R=;#<%!KzRg?t5B|pb?(h%lfASXoi@)c)yutGS@Fw*H@;iC2T&w+k{Ed7-ekC80
ztF(WZ*ULxcTKSm#Li@*gwM-;e$tUGXnOJ^q`6RqTCY8%&GPz8qke^yU6@Mbr$fk~m
zw7f`WmUCnl`HA+~c$Ul|XUd#%hRh{Dmbv9LnMY2QdFAKcFF#L~1>_`IP)?ME<ak+F
zj*~^?SoyqM>HUiGXjx2-lEvjnSwaq%CFL+#N)DB!<r?o-mWRl4a<D8f2gwR@psXlA
zkd@>BSy{d>tH}3cRoP#@DBqRU<U6vu>?>=?w`EP)N4_NAk}u2NvX<;6Ys;Rpj_e`p
z%I@+N`KGKVyUF@;h~wc^?kXF|F0!HQEMJqIWFz^3^}Ws=WfR$6z9IW*-;CSJ7P7T$
zCEwOQUT^93Sgtw8`}EengV*DI<8w9jdi-CFIkrO&%g1($|1-90Y=`(BV!Orn*3I(q
zy~cKr?>)Yk*pE7E-_PfW{UG+s*l%LLt)qV(`*rMRaU670|IqqkKaJxk_VXd?aU8^P
z8OKc=w{v{H5!%ObH<D+n$9W-+)6wd29FO7I+Q)gPtk>hbG(&y7*UQKWa<2MBj`K*I
z2dAk|R*&=0G>-Gw$NZ%BGk5~e;t@QXpO^FHAGY^G9;W>wE+7}nkJUfn&CY+Ha$fnF
zoTdFT&LcmUQ`A@Rc>aQO%9S#%Q>!?eTrD5A{8}Ez>-i(zz**!s@|x}O9S_oeBWIAC
z<W%+VIi1`hr>p<Kah=}Elhn8I82*XV$e-mR+xu5eCAZ6za)(SIcgY0SzlTThJ|4*X
zIk7w>H+ugg{J!=_IgvajC##?2EtWsU3FT>7Rr_=Nh&(SJmKS72?Jx0z^0ItDUXf+B
zzsC2;8}eRxQ{E$gmkH!;dD{Q;2S>m44oAQCPmX@?UmX47yBz)KfB89|_a5(aRNgD2
zpC0#}(T~4hJ^J}^-+IvNai5#T`s2PhAIE+4N$ul4JMKf`K77A=+_x99eB9^f;20M;
ztbL3l<Wi4uhvVuoPVs_zjBDiK825<#vKSZHYxx*AiTk)1SBd+)7<Y;L!Wfr{`^Ff@
ziTlhL=Q-@YB#ZZn`_dREiu=}V>Lq;M>>T&KIrt6roE-Pbxj62lbMwpE=jFH$&&P3}
z9^+&Mw2yJN7zc=Px!snFal05dh;h9bSBP=I7>9^)!XIpp7)RW~G0qs{7%>jHS-rIP
z-Na?Nh|gP|W1J+$Nz15LRR7xYG0xgny|VgO>Qy+#VXE@0+E?Qkx2eu+EFbf}tN11L
znwEc=V_c{ff1!PCZmNA<j&Z1Z9OG8?xq|kua*T5|;7_c-A;&n`Yy67k8*z-Yz0NTX
z*O=RA--Kh_F77j9oUfUBj0-mBDwc1-F^<@hW1O)S$2eqbe%<mhPBqj2*H(R(dd&OA
zIA_f3#<*!`?aOH&<3>}gudDiG?#3}r`zF6+`R+VX`yL$QzCC%odM|Ei`QAKEy$_G!
zx4D+~eR;I{J3NZ}^KgEThw=N|%K8RyjDrv4A=(e(K|Gi%S$+tAsQwWT<e~fl594~4
zAI<~RM{tbekK~TpkK*^VAH)54EWgX+xPj%z^E>JjxGzuU-aLhS@yFbqXK**3$uD}p
zS=?29Hh1AU9P>JJxv}NvaVPEPb4Oml9e5$P=SAF(7js))!fkjdzo5Sx<3g>~KUHtV
zpK(iG#w|F;d7ATb^=7<+-{3E}DX-)v{3SQ$Rs1@y=0?1RU*omhkk@eoUeB-c2CmOv
zaXtQ;U*T`KE`Q5)_&cu68@U#5;+J_dzr^2jP2R#a_y?}eTe%wl$S?9XuF5}iW&VXL
z@vmHww{r#F!R2`;m*ZVrmiKTO-p9r4{|C8*`XMf*eu7i;NiL%OX-=nph6|~m<IL*k
zxq$iw&d(P)yY`njpZaCa%U3uLU*+6<jdSsJ&dE182jArE{5xmkTl^f~=B)e&XW=`X
zng8TW{1<2Bzc~Z{!|6GJ^TtHm=U#qR{XR~^_j77~fS=(9ITb&|DfwYe!H;lqew34O
zLVlVb<D~pJC*ee#n4jRM_(^_}6LSNZT$Yll<w}`eekHTWO)`i4QRb2HTvJ{?E%V8E
z4k|y#b5aF3o}((r@tjp5z9<XJcrL35$8%fHb3E4-*Nu4YtEl>3Sxm-rV#PV0BP+r2
zoLNbZ=g?w1#&c?=)#Ev~G91sjmF0L2t{lg6a^*RmqpQI2oLxnZ=kO|VJf~Ng<2k-6
zeAIJaRrv_N$cMQaAL8nKkZbS(uF3oPCEmv`^IopSd$>05<`{R~#dXzp@+<rs*W(>r
zpSSa?{42+C@C!Fo|CwLopSTfk<Jb8|Zp`r<WfP9)ESqvXhuNHCKWM{aWJfti#yIm-
z?j=XazA~2U$MGC)e~#yL-{bh+-sgC(cL2w8zaMZs7d(&``TsxUK5~#;s6Ln%@DPsY
zlt1Eljyax_iRYY$smF8B!#SRlj_nZ7QIAxQ=d4F@Jcm7+pO&%Rlkix%RF0ENWIT71
zh$qO$<U~0`PLh-VC*!&i&-ui4Ccfu++E0@S<i|3ubJPE)UA%8xS7)lnb$AxXcACx6
z4~YFP`VDi{JIVN5XI*FKdws$GWSj>UdOgmAi#WE^Vtz-)c8>2UzK8hUKhZ9Z!%sOr
z=Vu((k!9RPej%63HFBMd>)uh`C~wFg<e&0qd9VJ(uiQ#*mpSDQ`H1$v@uR$x)5~2l
z&fB{=liVYpvix37%=<Ww!~GoRkprAZ9+YujIK-{xVHxMuBb-&nc5BARWL#&Cb4htZ
zrj;jUT<1=4Z+TkA_jraslxJmkc}{MS=VeQILB@6EBFFcBiL1!VvY5Ogx5}%sr@SU(
zKfKPdpTvGu-|IJJ?3cfD>?gOlguE@klYhwAPwwyv8T)PQ$A5V}w%gylUfz|z$bV$)
z7yokX7cp-W-}8g^!}uN&@;3d`$2j)G*pHK&SBU+1w)aV{eILuG;2JWG+^+sC*OeLN
zcj}qAk&OGU$Gu<7J0#?++C9QC@6p`r+2ohjANOS~ydLum4_ZE_*YD?;XSkPhtGAai
zudu}W^Lo95jCqlNouBi2{VvBid)!AARFC_vm=}rrw8H9fUl-%vaUb}+dfYe0JV@MU
z#&gbbUmEw(aUUDcMaO+_%tOR|aY^f+Z+pajc6%<Ze#-wB<L;BxV;-#<$2e=;r<b?<
zF!dP6ewQn%AG7`#XDp;%S-mmGxbhM0tE#`O9^-K3xSD#5BUI=9>akys<rv35VEr-f
z+f+T~UE(?$<Fql3QQP`UYhQ<>9}~w(jDy6u{3z{XoOCAFw|tDFG~_r>#5_Wr2U^Da
zIlg1uH<8z4KcB81`*kw)uCj=FH}326^x_xQdvhc8zTB1H;eq@vzsdbL`W^kbw)%VA
zf@7Y!E)P)ul0V?*c_3Hj54kAEy#CibSp6s8{}Aq>{t-t%Xee)1AI356Hk|9JkKolj
zlDF|Fj&Z%wTwHw&f6HTeJCEZSHyqDf)F<#xp2#r{If<j+74!D{w2$XBVq7zxdx(C<
zG|R_z{9}&m_H@2!eKR<&!!tRqyR$g1qq8}#qjNZ}lXLk#IZxg%=gWuW0vXrMh5VRY
zB%hFrWfHkWCY4L&QP+>pxP;^7d(J4g$PTv0R<6$5xF7$_P54(X&pUV=pXL}BKEu&Z
zKF7PXzrfLty~NQEyTZ{=y2=yR{r5ckHJ-%Rc{1PNDSVTs^6xy2Z}G=`o2T<1JcIA>
zO#YK+@n1Zf|K>S-m*?_7Jdgk7`J7<QfB*LazK0j`y}XF;<HdYGFX0DxDL=@c@I(A5
zKg^%;BfN|s<<B`Gui(e{3x1qeaw1;EPw;AflGpH4yp9v|dQQR{I4OV4PxCjNjKAgN
z{2iy@jhvD<aVp--`S=Lu=c8PJk8wdh&V~2{7v_^(girDFe41b2GhCF<axp%~#rZs!
z;0s)mFLEiq#HIN%m*Fd1malR-zQ*PGI#=KuT#;{bCH|c&^DVBzx4A0c;TQQ&uEu|H
zb-v3r_#dvx|ME+G&-(w4)0g>PuEqCpZGM33@Pk~JAL3W|5w6FNa(zz7ukvHufFI|E
zoQS(}!LR=N{N1<!zsdQzJLlsboR@oY9`41txi{zHw>T&F;T-%nXXn10jo;zt_+8G*
z{WuHv=gj;buifz9|NlN`QXjw>`2$|A{Xov3{voI5LA+S|!JJNg2&d(bc((RK`C0X0
zoQ8+<RP9G_YW0!)43FXo+K=W`>SH)1kL5AikK+{T<2e~m;1SwS<fqjqaT1=)A89{@
z2lG@;to?HSM|}m~<uCYeUdey)m;5KM;yb*W|KK%zo7eI!UdI!h57zT|-oWGdD;~>V
z^BDeyNAtHliofHLypc!nCLYe4c^H4sLwO5-#6R#5-pYgdN8alEv5g0*|HL2i&%8|g
zUwEMUulxaT=N;Pb<P*GyFYtaoz=!x6ALYw@f{*b@?&bYYaZf(YJ@^cF=d=7KpW|+P
zp1bk|?!p(jGhgCPe3?7)74E=SxjkRwc6^=N@(pgoH~DYA#jW@@x8y>fQ3{3kc#
zzxWOQo15}oZo>a?WB!+4=LBp2J5M*_d-yfJmmBhZ+<@=rSNQ?1&ku4veu!V;hq*34
z!gV+y*WyH6lb_;hoRq6@a<0g!xE!bEGW;x;=CoXj)A5&_kxOtUF3y>`7-!+4oRweT
z=Xfn==OUbg3v*5`#JRX2=jH;Ohri-{oR9N!UM|3SxFF}|LY#{Wb51V8Irw?b&M$B_
zF3QhwG0w`xISZHI%v_Q)aVgHor8xta;q+XV({VXY%jNl5uE1%yA}4o!t;DI-EAum4
zg;Q}=PRTEFQtPY6Db%ZTa<0M2_$7YI@-K5z_1c`6>vAIPU*RX!>qng%a6;`H@?+|a
z_)%`m4{P5ftlpF#;%58+w+LIlCEussitpt%oPgU!-SQpyuIw!T)gS4~cjTLLx%Ktn
zTk>srP4<;n<va4S>?beD{_>)HPbP4E9l+=12lAX8D9_3d<!L!co|1#*NjXH`@BN1I
zaXCyLlf&gvIYJ(mBjq7EN*<J><-^`@Ebo`&<UToG?v)edZaGozl9S|4Ia&TDr^p?0
zs@yK8$zSBh@@F|+{v>C}ZE~jkQO=TE<!t$boFli$x$=8CPi~g;<tDj6Zj=k<cXE;3
zXa8Qz-^wNO8@W_|EkBW8$xr1@>-&s1$YpZ9{9LY+E95Vh|AN=ZFXbw^TK=egv|H)*
z|6Ol<jxE~9=Z?=2|7U#e*iM_YkL?)$cWmd_F7ds@c8u@wTg%7y9N$Ci2k||{eiPqo
z>}OwDKK8@dPhvm*!}%xn``8cTxLECYisL5s;{&!+90ze6#&HtIZ5&rewEx}biQ_(w
z%Q!DwS3jYB9LI598RPXh@7&Zr&P#C~IHTP)^|Ku3jdL95mGgX2`wJZBrAr*=vCG^<
z`>TAKuk&HP!Gq;(Sy}xKALKuIfc#5dQvZjO_<sK7{xYspH?+UU_Z-)WxUQX7zhC_n
z$91x=^*yNmHb2a7@grQ{@(KAQKhFC(5%;wGQ(Q(p3Gd<PXLQs4Y4r>0(QoOZ9{rlD
z>d_DCtRDTOv+B{WI?mA#>!5w~)7o?N<Jxib`&x7K3tzIn=tmyq=y&eo=$E#zeDrHe
zs7F6|2S-1-srJ#2KBpf2@Tct`(Qi-A(XVf0`RMmgw*2$9Z}h|BzM_Hlao;gc`?yc3
zuO9a?^|++<jnY2ui|VSERj<QwUsapSs}Hk$+=soaURgcA|F0_d)IRR(a;jHXuWtDo
zT#aAiD*Q56=D3fn#C6oWdcU|Y&F%f_sh8KjK9}QHxh%(h@^hANq~6{78*@Ky$^-Zf
zE@6GmIE(egIKf-m$GAdX^%#f9&M|KBw)P#YZxF}0$U7Y4CWXC!7wt1yUyQpHQtzf-
zkh^m}?!kGv7w6{QoQvP$oZN?V@Y|f7`|?nq{~gYz{w{y6-jAPCe~;f&AHbQ^Kj4|_
zA98y27^h3eL)4$;k9eZxhjJSAVVs&ra7rG@DR>ko=h2*u$MDlUmXq>$9_aH-<R{f9
z@ksT_{Dk@xUZXyh6RA(*$N6JksQnCnRDBjd%(HpA_H+0_^||~2&*Np<&*%Hq7x2Bj
zh!gN)9&7m}9OGn5ImXdG;TUK8l;>G~8OJ!?=R90}ImbBP3XXBWFL<@~D>=puzvSPI
z<E`cxhg`#xEWegx+;SbqxaN9}anB9>iRHiI7$^OfW1Mv($GGe!o?`jU9OJm(bByzD
z;TQ-0fj_nUR*rGwA34UAw{dIjf8rR2-p(;@y@N+<{~I5%J$Le9-o-HvzME%Qeh(ki
zelH*3eH`QJ`+2415AZ(i4{?mkALd!wAK~5FALU(qf_Lyqj(LDn{H67s;h0xA$1x9a
zp2ur{fn(m{BFDVOC60NI%RJxmS2*TLu5!$yT;rH$xxq0nbCYA<=67CX{kJ&gd2Vye
z1O3VCZJ)n5=AHiLn3uZC6J7uQ;h4wzmt&qQ#%W?6EatJl^nNjq9rI{0j~(-DG42xc
za51kP^K>z<{kiqUy!JAVag@(E=D9!RnCJe4W1f2{$2|8Ej(P6I9P`|Z_zBx(AwS6r
z_$i*xiFqE!eb8J^sy>IKA3U3rsn6o*7tiDr>N7YcPv=zpF+ao8I5kh@G(3f$<;k3u
zCviHS$mw|kXW;Q1{i?B?S$zygzi%{WRUgIKcqHfG5gh&I;T-+inD>r;;}FNs^OkSN
zFYo}%7voOq#X08vOK?0FP?F!&z7+SfzS8_Im*L*pm*scV%W+>W&u?=D?!y)NEw049
zxia_SD%_K+au0ryyK^;uldE$#uEAZoCU@bNxHH${GyeZN+(ErAx93;59oOTwT%X(U
ztK6C!a4T-eE%`NW!Hu{%zs}9LF~7l0xG6W~CfuAqmTlx;vZK7;_UOisb1zQ9eK{rf
z<4WGIKUd`UxUlx`a|QJQT%JGRay*dB@`s$!`UY_s^}$@4hj1zWh)eQNF2TdNI1lGy
zJc5hzNPdAw@$)>Ii|`mO%wxF_kK=+oo(u2<&d(D$A5Y@EJel+G6wb|4ITugkoE-a2
z4xX-_oo8@1p2^SgEY8ZaISbF>%siJf@jTAR^Em@A;PkwZ)A1rs%ZvG0Ucza3DW~R7
z_!<6`Q}Jh<lH<9N6#RwyVYx=`m0!uza-%#ce~`b)pJlA~SB~d!w{twFyMyC7-dIoU
zmpj$tx!+wJ&js)1cy4$P$8*K;e|+QheKMXy-p}!z@&S(Lm=AJ1=X{9cIq2AK@tpJ#
z^>~i@D93Zw$2gwDKF(L<2^r_n*v@g@J*9p_#`kia&&c}ntc>f#IgbDPJijb2$hb~j
z<XF!oj_cxOt}NsKh|hV|>v0{w#-(L^?)aYL|0=3}Q$8<$mn-Eh8OPymj{oZq9wYC_
z_#Xe{*pK466Z`q!>apM4<$>}a8RwCIIlhMk|8pIBfbWry{!c!^xnxpVPR4buDnBc0
z$+WV&&ykMfypf)Jsb}C<Wn8x!a3<M7`^-Fyvv6n5%1z~S@(r0y{-S+$-oQDy59j1K
z&%}0#^ImTCY1-%EZk(6nyqk}QtLNv~4+?NQ^@2Q@3vrwmqu+3!*Ne!Xw11x0@(cW!
zEGpwXUyLVfUz`)mm{*8?K}oO2eqV}H$kKAX^_Ah+Ps?)bN3oy9b+^3w!?J>m{iq_x
zaaD<*l9gp_=PG=!jQuz{zbIq7RpW%Rx=bT$$k>l+a_mPjj}!YvZT0w`W518@<#qLE
zj1M;E*pHiYTlE$k{ld2VmFsIe{#bUFSuEd$=gOETSi(JIV(nvIWU1GC$$Gxu-dvYs
zo}f1OQC}frUf?0?@9Xt1<U8^u%fHJtxF1*J{=81UC;zlP-skmlfUIKq54aM?ICTa7
zP(AJg2XPto!CZ=ma0&j1i}6r?froJsj&a*UJVLzy$2fWP`$nmsQy<Nr^BB&@V|fpc
z;}IO=Zh3fu`iDG`H}NFS#gn-|$GB|tbEm53P@l%p?~ncVi28K(Y&?U%=b3zoXK_}Z
z&2xDUM?WEsgUsqNt{(lc`P%PNU%(kT<{6^jvPk`X^%&QV^F|y8uV}Yg#&Za3IL-@S
z@fF9**I~Iy4pQID-+BKZd5Zcro~ix|N5AJ+UZuXBxA6{M!@qI#TXymU^<5nI8M}Fs
z`W}8j?v<(4_wh%(pQ9gkfD_4sGL`m+cpV?+=tmvlr1Gdtq5UzQ!pHd`c|xX=CuK72
zPjU1MPxF)Vj7%%f%A}S*$I0Y*nMq!diM7ATspTb^MP8Q0<rSG%UX>-~HCb9-m*wRR
zSwY^EmE`a8MR`kBlec9}`G>46@5nmxPgzg?B^%1W<!kb;Y%Kqg&E&uGSJ#VsJg1q*
z@e;qIDQNq~?`)Ry|NET|$M1YLbNo(d4#)3|;y$gg_j|_YD8lLZ1<uUHI4hUnQe28F
z@{X<lJ#XK7+kg2Rx8j}Ll6P?n-p$Q<4>#kz{08siro5k<@Bwbj2l;hA#Etkczs5(n
zAs^)ie2ib^<6NIla6LZBukb0Z%cr>xpW)hkmTU1jewoknOMHQA@<pz}m$*7#=4yPE
ztMWCj!Z)}Q-{gw?=#T&H2l@C3&dpD8E>6NZI5|JZDL5;q;>`RkXW+D)p3`$$&d6yv
z6Q|}ZoQj|06r7Edb9PR~xj6~v<)=75Kfwk0aW2dW`FVbXi}6ETf*;`0d>@zPd$<Ds
zD=W#nva0+`R+D#RO?g|^k~d{td0p0*S7cjxRJN0cWe0gkc9aKYSGiwyll$bGa<A+z
zcgr4fm+UEb%D3bW*+*`dZ_8h0U-`3qNB$(=mD}Wda;tn_{vZd)E%F1oSq_w&<cD&j
z93;P!gXOn!i2O!=B)^hF<pw!Su9w5*IypkFl_TXEIZCdUqva|&Mt&*B%9V1Q{6dbG
zE93;ZTuzjq%gJ(?oFYGyQ{|^}n*2mgmrLagxkS#Ci{%`-P|lO{|L66&9Lvq-c;8rW
ze9rhB@qfnWjO`HrM{KwFzhk?{c8TvLwp)CUv7Nv6IpTYY{Vcxs@6}^JiTyVAqu9@5
zzx!GH*iYj)iv9XG_1N#@IE>?Bw|X2maa{NJdK~xt_<)S#FwQe^9G_C}CC|t>4_x3k
z<t5og-jE&T9U14fzqz&iN4AppIuAGJI8Qg@`_<pz2e~mn#;<W=uFp^ND;(FgmpQJ3
zH8`F2)j6)4)i|!Zl{mZh6*#Wj<vFhNWjU|*WjOi;rMaMbNiM`CxG)#zB3z71b73yS
zg}5vi;BuUw%X2=CeoS6|Q9Tz&zbqR^KQa?XKQkjoKQseJKQ}E$zxY{h<^9rd8&1V-
zIVHE}<lKRiaYufdJ8@F(%t^Q_C+0W#DelFOb02<`-{wd79e#-W@q^r-AK>@+ejdmP
zcrf49@BE1W;$i$JkKj8zlK<e*e2d5M?>vs9pF5tft54+UH&5m(>QgxS*;6_C;nO+#
z?K3(0^|Lto{j)jl3+8g%H_YR>&sfNDpR$<aK4uBWea=#j`=C!b?vp;}xX)U_abLEQ
z<G$@nj{CY*9QS=|IPMGAaok64;O(~O*ZeDg!@uyi{4;OlpLi2*<IVgdZ{e-{BY)37
z@n-&+H}Q7<mUr+syqh=hUS7xhc`YB{HGGg)^I=}aNBB!V$}9Oeuiz8BoKNxRe43Z>
zIbO==c?n<O#e9($@g-i!S9k$m<@tP#=kax(%Qtuq-{jf+JI~@<Jd<zp4E}?s^Bw+}
z|Kw@>7f<ECc?#d<$@~vb;(vJ}C-~{V`{xOK50B@2c^u!zWBGm_!w>Lievn7;Lp+in
z<`Mh|59ddD7$@YR{1|`4kMj_If(P-F{2@QZ1358&z)5%jKh5uPGVagGxgV$CcR3Zm
z!>PG1XW{Ogjk|G9?!vjaGw0z>oR>Rte(t~pxIGu-c3g<ta$#=6MYuIT&#m|cZplTt
z1sCJyT%4P634Vi1a#JqFO}Gp<=9ho|Z~uPL^}HT8<wpFe_RaVS^)`GjcjDXH&*5Lx
z7x5ncjF0e2uFV&@8(-$Ht^X>gP*3vjfB(<gd+zzae<bB~{4}rUWW0fs^H-dLzvh(u
zEvMq|_!-{Fsd+P};qUob-oj~lE2rZhIX!RV4E!@^<X<=w|H_$p2WR2mI4keu=Xe)q
z<K3K{_izs0%Q<-;=i>dGn-6dvKFE3b5a;8=oS%<y0Y1tF`4|`C<6M|ea1lPq&+{pM
zflqT$KEuWMEEnf<T!PPYNxs0P_#&6)%Up-=yZ68SyDs0)ukZt0k00dv{1Cs&4|4;4
zgd1`~evKdFM*KLx&QEY-ev+H;Q{0r3@Ee?zoAJ}!oRf14PQfiXCAZ>dxHYHdHk^jr
z^0VBI({g)G#~nC5cjOG*iEG~f-}lv-Yj797dEbBau6&)ladqwA<Z9fVuWH|eFLO_R
zQTtw8m3#9=?cd^a+=r`Z|29|VzI;aeclac~%aye6#}&ChSKx7+m&fyW);EFks88hF
zJc-w8Kbdo>PvM+Am6vNjjdQ4f%-MN5FVTJmXH%ca&+#l?p#5ylsy>Ia@LZmw{XEXB
zKA$u40-mA$LjIT+aR%)db2?taQ?*~pllc=)tNo{(hCkzp+Arhr{5hxAemSS&6+Bk^
zFL*Ss<doWf$;o*YkJNrO59c+UO#8K*l-Kc4?bq{Q-oQz;|B9dDulYmmzu^J=EkCLK
zHs0iX{u9sR?L3Qj@J#-VXYfv*&b#<y-p$i^4^QR2Jcal1WZut{_yAAjgFJx`^LReO
z<M<el<>NetPx5F!#iRHPkL0sFg3t4CzQDuy5)b9e{1IQ_gucJ4JVgB(59aH9%lZBW
z4^n?1!GGuV9{eD8=ZE-Bewe%QBixlA<u06%JM&}Qi67^VoQON{6WpGk<aYcNx8)?<
znv-%XPR1=bIXCB&{067urkt7^a~gh~)ADPajvI0Yew8zFea^)7I5WS(S-37|<vRQv
z*XC?|iF5K5&ci=&Uar9f_(d+nRk$$!#6`F=7v&0EoXc?u-p(btESKR@T#id{MJ~#f
z`FXC&g}E9R<QklxYjQq*iSzQyoQG?1Zmz?*xGv}9S2zdP<Lvw@XX6I^95>{w{2FKB
z*Eusc=1km#GjdbTz|A;4H|KQRg41$KewJHv8g9d>xh+4#?Kl;8;FR2nlXGWI#$EVn
z?#hW>&$@9^_3lyU9{d#d<R`foKVf~n!|HwbaekX0<G%b2zrzW+A3wtV`C)#KAL94<
zK_0*l@IX%FeE%Wer#^^}yM7GeBRrB5TYeP(CCABIa)P`mC(2}&pTsxhG<jK0mlx#>
znac7r`GTA)Ps{o8q+BeI$ffd-{8S#0%j7<}T<(!8<Zk(e+$C4ao$^chn_Mk-$Tf1i
zTq}Q->*OzTgZx>3C4Z7%%Wd)-`J?<!Zj~G54|0>-A~(zL|39z)?{fdU-v52y_?+Kb
zU;JP3x#Rzi|0}jj{NJ%1*IPcedu+G(UShk(_ZHiIujPKTf5-Q{%ImQo#P@j6>+wCu
zeiQq_VfA0FFZQ$8Z;q+Qes!Ebld+%1et633pU5*Z_S>_(M4pq2<axPJ#&NQM<G70B
zB#ygz>Q`hOSJ!xsye?<UIL>GBEg8q@9~{T=U!2eJ{5MaPcjXlMubeCsIB(syz3<^k
z>i6;$_4|2(_lxu5c<tl7IgaDJTHo?<-W{tR=jBW4k6Qm2^*GOu=C}@w;zZhK@p+!$
zIM2p)XN2~N)&KH-NqD$=T*q#y$8~S0dR!-ma0<&0=D4o5wtQT7<GK*n<=@rgy8WT$
z<GOx9J^BG3s7F6x07pOKW$mM%5!bQkhn!W9eo9>Tq960Odh~PpTYvO}`f>D|-sR|5
z-LZW1yW%<={jwYC(T{u7_Z9uTx2-Swfp2jE+qVZtzp^_QQg34Y(GPu7y@>iX_2{>D
zQ-4AIw0be_qF$UkbM%Wd`TQl-JE=!M`h@kBR_~}@hW}KLes~A<=(o4$^4dS={VMVz
z%U9yI+Q)std+JryTdT)?#ys_E>aEn{zN7`$RG+2&OWa(&7Qd@rhnuR$eN|(Q`>u-q
zpSW*ppdR;iuW}>ntIu&CSdSa45Ayy^_!af0T-y6J<2vfixi+`pTHKP0TfP;)tlpXj
zdjB^3l6qSnrQVKfs<-Fz*583^sCVR|>Ycc{dS@PI{av`4dW;)<q#ol6FRH((eM#%@
z&Q;ZW@G#5w<SOdDxUA)Sb7l3nc#`G&a3%G(d4zgjuBhIh%kq0%hTrGymLJF^)CX}f
z9?a9UAHqe|hw=+NoR?`of{Un+<U%}}3-B1u&trLv^^N1a>f<>NPv#svg|qWi&c@R@
z3(w?CJc}oI|Jj^DeGaGRxja+*d7Mst0jK3fyjuIkoJM^KKf|AJO8%5n@G?%u%lRAY
zU%^S$SMpQ*B|ph)I1#Vq$9X*`<gfV={+1u)@Av`U%=hv4d@ujV33wa-YuxZB{)d0&
zyZj6P&A;+&+haTbrM`pz<lp!X@8;XQhi~zIzR3qT#yJmjjEf%O7&kr2F|K-yW8C#P
z$GGe%j&a-59OJrY_?*vkmSY_F0-sjD$T5z5g-@to=NOm1!AI3^a*Si&=0oa#aEycB
z;TSjnlVe={Z;o;JyBy>6|8R`s|I0DXpTK!G<^f_JIOYvv9{5+EFXnY)o+0LSV;&;<
zVLxgg^SoO*=6QeM828x1G0*!w$2{+5j(Ofq9OE7vIp%%8<Cyo2d6Ssujd_=t*Nu6a
zn7562pO~kOd7_NA*K+I6%*!}C$2?drj(N1a9P@AmIKM0`e{uXh&oM9f0#8wo>-co<
zUrasb8Ka*uO}&Krbj!zeda8P<SU*QUXEK*jpTu#Uj(OAQcT7;Pp#6BR#4#^hna8SE
z<uUvskLKz;ifiyluE`_#B_7VTcqrH5A^Zvt;`%(08*w7zi;cOTdK3P`_HD}Vs(0Z|
z+?ChJZnC5Lo7{oBb9?T=?YJjTm%U_L_1@fu-{RKXhvPYizT8s%9d5zzay&=TkK;Lu
z_xKI%-{+=0fSd3K+?YS)*Le^(;=%kH58;M9lpF9cewBxFeICK}coe_Fqq#1R;W|8)
zYx8)n#WBwDGEY>0i6?PQp29VFDp%)eT#Y~G7diHWsysuz3eV)qJc}#wY_7<2xB}1R
z@;r~r@q8}J3%Cp~<kGx|OYveZ$xFBdFXiI=2^ZsUIV*q1S$HGI|GkMbt8eB^{5@yn
zEu4XW;2UzQOt1bUr{is$mVe@B`4>*ZzjA8c&d=};PQ^PpCGX-CyqlBr9!|#l_-WqH
zN%;UL;e(u*5A#!egrDT2`~)B4M0|oD=ac*xpW=jknjht}{0N`phxt4|#25HMzQ_;o
zCBC08^L>1U@8zp}4`1U1e4XRG9{WvP2X3lA?t1b&KgPGXqr5HK%RgiS?eFlP|C6ow
zFWEx=Eg!V}U5@MAKm58(tX-UElW=U;q#W&@=4h9U<Gh-jKd}B39LH5kenzH}ssHEo
zIB&=6BdsrucCjBl%cW#GIYj&P9M_=?9OsdYTuWw_aUIOUah=S{ah`mRUzOQqT!(US
z?AJNDpwE|!o60;gu9JB=&SUv_sO9r>8(C2HS1-hixG)dkBHTs3Amg|z%6qjh#&O*(
z&T-tA;5g5g<kgms@99G>tsdw3G91^DvK-gRavc4b@*LN(3LNLbiX8iGB|hW*D|4J@
zt8naBRXMIJFY-#uSK~~wx?HGUgQH&%-*fz*Z>Y!TZpQIBn{#}Q7F^EwK}(L$-HKzo
zwC4ESv7f}}Y^xsMV>`}i{p~rv_YNHW%#QrF|F;vze$|=pm9d}owEk{h?_>ElIr_QX
zxwm=`UMhRa1J2LAIr`CWMLWy);U4@puaJFZKA$hfwcpgfpL$pB&z<=_UMJs|8LjUF
z?x6iZZpR;T8;)`9jb0xtlUv_M+*13Y+?<E;8ywF?Zu5GKyFO-pqrBc&`_bHpW8AVK
zk5zw_$8kL#&vkhM*XDR`^ktr;UXv$tb)Ld6@>H(EF|J#Q<2l%ew2S-b=*P|QdIjxg
z@*SSVOL#Vy<2fAtjJX{Brq$d?u90VK@3s88jQys7^{@AOT(>uH^qarpI4^w7SFHaV
zj`PH~{E_v4$I-8f{Ve*8o7CgD-^{nIe+$2FeLwIIyp`ATj~vH!?1wQg{j>UT?PFZ!
zILC7V(XZaFee`2@@C2W4Cl9pzF8-Ex^XI&W*YRFnY<>Ir9rXh|mk;uIKEyltFrVfl
z9R2>IoJby%%e6nwoA?BO!6!MnJSF44^)xTg{tQp%vz$(zleyH-^KQPtPs)oji@YRr
zXn&c%<SU#~UX?lJHJMHO>pYcja0Yo(=99n6tlHn==j3f!P{ue=X6^5IJ-3W;q@Enl
zt*zpCF1(B7<2kub9M6&W(mtL;kK^`f<5X?6kLT7~b3FIn+wv*2kK-_&lW(SdJZB%{
zTF+=7*Tr})zo6ISx&GHI|E$*=aQqG+uA}igg1$aadhP3IAHO@O#qqm^ceKx>eOyQ5
zcMjFGkKaX9<@nu1Tvy|F7C))S?=T8GUgLKgOV#6d9jVphcOY?J8^04tq8`61`P%aF
zyOW32<98}^)bsg&UQ^G{aUWQK<2)7HJ<d~w)Ss|@3UglTFT!yid!FOG^#Z4`d{NG0
z`C`0Ry*S5ttpul6FUh$rUy9?rSDNEISBA4%zAWdod^wKuV0n)7T>K6wm*wMkLfI`J
zzaz@89=}8CV|&N%lnSZG@0^CI$M2wus>koBrmM&AtZJ&)@cE9a*W_2!-{40d`tLda
zW}J|l^JCnCALo{wh+FX!+?t={HvAN~<;2{MlX820nmceZ?#L;)6Q|_PoQk_}YVOKu
zxEnvqZ*n^B&gr=aXW*Wkk$Z6_?#-F`EzZJyI4i%+&v9SQ#_w=;ewTA_KhDYhITydj
zx%qw0!vi=kf57>8Am`@~xd0F1f;^ZD@enS|A8`>L%FpvKeu0N`Q69m?cqA9+Ib4h9
za&4Z+b$CA4<pul-FXVc>h+pN!+<=#GLte^__!EAeKjp^!88_u+{04u{&3HMt;1%4G
zzu;E9lH2f?+?H2yJ6_H0c@1~qwcL@{aVK8Sop}Ry;jei5BmbSBzUFfL4VU3>`D6Z$
zr}0KE#hbVUZ|14|Jx}2+T#SF<=Xonn<{x<yZ{x!J6Bpp0c_RP96Zluo$J=>4pW-BZ
zn&0Cy+@H^KLO#d+_&mSM7x+HD$nWqa?#q|??}z{U{;u%b>Q}iBU*p@_U+1^fZ*XtE
z$v3qBoqMU@;vRgPuW0`VcUQl|-S|(wp#5Kbj{oMa+TZ2Q{12be{$D=D2_E=wyL8h2
z9`3;R@(Jzl<70e3x7YpwZp#ny5$zx1L;Nte(f$!`#gFm<?Gy4|evDgc|2Q}2M7&%3
zC-^shlACG&6gTC>+=SEdjR*hRZt3|tXW(m`k*{(lzQURLGH2mSoRu%~b9{lb@p;b9
z=Qt;y<y?G*^YCfT%cnR$pX363f(!9+F3iXHc|OW7@DVP?hq*W(;*xxjOYs3N%{6?V
zWq7}OS>DIxxQzC7_%-MIy1YgES9v2h;P1F0f6K4&H{6K7=GXZvZp<6F39sj-ypG@C
zwcL!?aC2VGE%{4s#VffDui&=4oZIs<?!cdMC;o&x^HT20i@6&w;_keFd+>bj$@91u
z&*k1chu`Aa+=pjzUoPSM?#IcwKYy(Kdt6fe1D>M(Ay48#{EYU4d7}DI9>>FZ43FTn
zmLJKZ)yMD%9>>FYA`juoJcy_92RxnM=b7A}XK_EC&F}IYeuw9BU!Koz^8)U}3;8Wx
z#Jzb5_u{48lRx1e{3&<mW&9?8&fR!9cjXn_g;#QC{*pWKD(=XuxdX4|_PmbU@p^8{
z8@LUB&8_)cZpq(q3*N}hc{4ZTE!>oU;3mA48}pC+hU?!peqH@%evN<OhWslxw)}Q(
zp#B@z=bfCy{=bXssqf*syqD|nKCaFCxfUPb+&<3{9>>SIiT6LjFIxT#SLAbCp3if0
z%U|Gf>Q}fVU*qC@om*S}1{YJm&4u|67v#H~hyUeVe2>f_?~~c&12U_8P-c-2$;|R$
znMpn(Gs=WAgM3V;mygSIGLcLxpOnwar(_zLSf-Xq<TLVVnMx*;DP?k*;(sz;|KH{Q
zcfIkxNi83rD?Ug3AMrWk|BU}5wnO}%v7Mf<zSyp@UE+I)?HJ!vZ0F}J_o$5THG};-
zyVv7;%E|G)#(omtdv5jEFJiw+Ykhgu@0a=Iy|RFe{Vw*?`u6Wa>Iq~K`H%hf1&;l?
zDF3Y<$Hku<$59*?CA9xTJ&wCLj!LWFQZK{5a~!ufIgax<E-Pvu$8BYf<GKo8wR|<c
z#MSvC*W@^Fyu=l4@0U5wGjU!ksUGLSy85?qo{aO>E0#a){o=g3K>IikpHhES`{LFg
z=k1f~uc^m*vJuC5G_DifeBW_hIcE8$+8^aNxT^PS#&Mo*&K1<-x_8L(t<>W@AJ@&e
z4zy8U<^PTAZd^Cosh79@_8ixl4qQ~d6Yuu^ojI;s(T|wv{kp2hb*>v1vA#Dsu8YyH
z*<t-X)#ExE{iL|gzNKE-`ucEOm*3{H>V5eq>+i?WFX+$FZ+MSC^Z&fh-&=kFm$v>7
zIQk(2xsduGj(*Evj(*J$p62~N;^+qr<^0w+jKA@DhI1A55gh%hk^GhRqqw{Mbu>r6
zYz+5QAIE?CeB(L#c@ucM`ego{r|@d;KaHcG`7vM9emY0LbSD3-KAV?Y-yFWAK9{2(
zJfA<)egTj6|1IR`S1;l{*0-3WAHIZ#TK-dxe*I@0{r=B6?h}^tJfCL;@9=(KaNK9C
z<l)|L70<T(8jky#wLD1sbv#4+^}NgbZQ$wZU-41(ulZy3Z}_D8w>(Y#J09r$H}X{V
zO}yXon|X@*_dL?_TR86Xe&8YMTX~Y@f8>MKzl|rV|HNn2f9475zwlx8UwORxP9Dv>
zcogsEk-Ue~IX?Gu+$SI8A=)3}i{Ae*4^}_QaUXt+KU6=?$1Q(?<G%hB-{bR~=Jzds
zhWqn5ewWYlJA9en;w#*nuW~QG!QJ_H?#8$Hw9kK=yQu%co%s%5)&5WJr2aQ|<bU`P
z|Np<-UOj>Rsx9BcZTMbp&G&OlevqHC{)f1^`Xk(wV_vuk$Gq?B9P_@7IOcg@<Cy1d
z$T81*+4hM0%vaT8Ubh~{ylx$idEMF^^SCc_%;UbqF>hOgW8Stp$GmMdj(OV`Ip%Gv
za?HzC=9rhQ#4)d0o?~9M9LKzBS&n(tG92@&r8(wRuiIV)d_SesV_vl+$GmC@j(O8!
z9P_3{Ip#&5=NOkO!lk`mAuhuOxhxmpa-5&bb3U%fdAJhi=E|Ilt8h-P#@V?#XXBXH
z&CIpcGjYu8X5^T+P0w*(l#XK__gRj4+%z2H*3WRv+os}}w@t}0u91Rc9ydA1JZ>_M
zdEBQt#x;_1%<CrMnAc6rF|Yd+$GFCm9P_+SaLn5#<d~;@gyTNq0gis!ecapjj(M&=
z9P?uRIOg5n=a{#Pe!(rT$8|K88|L+AoxetK%tOX?`Ml$0lzPltM!zcNHOHvOyysYs
zdC_qk^QPlD=2a(f%)3tFljiv*^9i2H$9Wnb<LP{qXYdi8#fNz|AL2QDkmvFNp3nPu
zA@AYEyo;CeZ@i3SUix#c<oj68F^~N%$2|Ub9P|7e`5(DS#&ZFiIi4H%p5wWKEga7s
z{J;%;|64hpQ}~hNIfiW<&pG_W@f^f29M4Jo%JCe<c8=#Pc5pn0v6JIDja?kiaqQ-J
z&SMY9b0GUTo)g*6@f^tkj^|7cay*A}nBzH>BOK4M9OZb<<rv3vFef;klR3%p9L*`7
zZT~pUv-m8}<a0cO&+~M?z#sEPp2nAWDqrR)e1#|TRi4Dxcp_it34DXc^GzPdzw=m*
z^VAr=tv;In;8A>sNAjOMg8$;-{5KEdyF8TRxcP_^+wXgF67IoCxjR42C1o=Crh0Pj
z#woZfr{pf2il3Ly$j<7ixf7@1j{Gcl;B?%c({nq{z->7rx8cm(nzL{#&dM$MIc~w(
zxjE<HW}K7X;9T64^KcW+%Z)i7zs~u&5f|jwxDYqw!rXw1@T>d+*XN>KkBjjuT%7B2
z39iGjpVa13>b1Buzsxbu{}Pu~uPMvPuk6?5c|BL)+OndoB`e8Q+E?b4T!rKRuF7#8
zdyzlYz8c4Rs`DcCc+Oz~H&s8*Z*ZKqn{j;4&AEweA!9u)InL9qIIc6T`AOO4f3ht{
zw&S=CwCA`^bl}*pJMvK3S;lp$3&(Y>D?ci`$yu_y{Mq*D!ExQ~$#EU%#S7(I@{r~G
zaBlgwd{4bEFO%=exbF7j$7O%H*YfZ2YB@kgzu*Io>(D@se!++QjT|iFJTQdgJogdD
zbv(9vHm?tpiR5q@*MSlIo6kRzACaSETqj3!135-Uzi2GSb$T49mE&dX*AqCGoG9bG
zKZ#?%o6L{NDKf5uQ#tml7<Z0-Kzy(9IX~BavHOqZ9RJq}j_vjZ$N#mG<Nx@Q<8!X!
zG1edZMf_iD)MGoZ<@mqWaqL&?IrfVU+{gOA=IF=9eiZ%OZ`Gq8{2fQXY$I>AzReu{
z=<hlD*;_dJ;Xm+QxmBjMzHJ=+_@6lX`9JeF_QzlNe)k8z@<8j`!5g&yjo0x`Uc<Zi
zG3(pSU9E2~f2sXG{(|>&+@~Diq}F$kTUp;>{><|69OWl`RDB5_<J8u7oEuo*NnWV^
zDUSQH(;WA0XE^Tj&hkvlpX0c1JkQhAFYpw;$Z?-~iQ_)@GLO^#3XkEd{E)mRtH|pz
zvAiKiS^g#$k-y96x8LFs+TZ3g9M35y^?K|FOZjozy@+wsMEr^R6WrhWp5(IXF)kYS
z35nI?yb;e;m$LrYZ{j@iwDxfymyGjTe{xR8DLBpxDY=sMKf}NHys=+BVfi%b|EkBh
zNDZ&Ya{@K3FTK~}J~Ez5c+UDVswd}6oPjg*S^IO=|I@XdhUrwr0RTs25RqM$sFWp3
zi9}f=Tajrj*&>4`V`(VsV6u$082eU;B*~WKAxVV_DJj~uX?e7XQuJYd|1UnB=Qsaz
z?t9<+-t#~A%sq!=-g_e_s9%L+-c*%yh*#tDj&~Esygk+l#XPd6c%t^TxD>~_`05<*
zCChNEv+u@rw2ygPycaDX9_#dD-WKnP<GC%?{f~D2>pNb|W8*z_lH<j`fmDw7`XjZE
zeF$a6V_iWHZshoB9PfD_*S?8(%p>DHb3gTC-^56c_w2*9kN5hW#be#WV2=Ou#B)`=
z=T6f;-t!JuKh_b%b5tAWH&p#t*S(v2i^n(?>%tTK{UPNJ_51R6j&<m7`uteO9{s$(
z`dic=z?(SM&BwTzA|CxT*4eLDKi285<5cxyoQ-w;F|NkGfYs^`QGXT3K7tr`V;@3{
zyJ_k#Q-2sQ;n?R8<MLzTG495`h<WPAK8h@keHKMszu1>CLH``>c=3Og*yoWVK32T4
z_UYV5d>rQ%AJ0kR6S%Q>2B$l}CphxhM2@^QiMwk*na65Bg(I(Ja%JUIWwQ3uc#QVb
zIr82NjyyM$2WdZxM``~gM;?5Nt1D+KhiN~DM`)kLktgSJ<iUA7O8fadju-Gj*Lxwy
zyk-%9F20y2Yrlj~i!bHn;>);}@n$)%7H?iWd*8;(C9=!Acq_NyE!>hf^WD6OTk%G2
z%`b5q-oS17MQ+FI`5u0O+w=3>f!A_JUc-sJnv-}HcjA@Yg`eTB{4{stW!#;Ya!+2&
zy?7D#<^|k`=W}14%gLO@19=t?=S&{M89bebaTX8cd7Q!vcmOZve!P_X^3&XhSMY=U
zEcfI!+?}822lxf<!W*~~Z{kGW%J=ard@t|dcD##Q^KNd%d$=X<<re%FH|Mvx8Smq!
zyq}x!VQ#=jxh@~$I{XRW!k=*s{(`IXS6q$1<;wg$U&lXj1^$K0@vmHlf9F#CCzs$e
zT%7;nVtkg1@;SbW|KTEho(uE8d?o+Kh4>;D<Q&Q?lsT0Jl)04omARGqlzEg1%FC5`
zFDc{im$tj~xbeA{X&>hm=Mmo{&NIGee2=&e@jc@@UGTl*y2f>h-yyDJ{7!M5OFECg
zwJ*)_yIjrjJC^16o#Q@<`ylS4KOC>3`oD1{j{7R^!_(q%pT>Q7gZe*<SK+vCtMZTH
z(GO1XP2xXr^qc4hwZy*@ug%eKqThWZ9{utpN5B1=Z__^dVSWBmydg(FzLP%{Z_Fn+
z^2l+HJQI20F7-bakGvImB=Xuv;%(JG!jTu>=g6Cpr#h&ANIdfHdwjq6yBvA?9gaMH
zfFsXGUhJlQ<jo!&d9@cu-tEnimt!1?Jf1B6n$PRck@p|wo#F#I#)(vZReUgS=b;?q
zOd4+!k8$>8eoQ>ZsS&(Id=$sHHkMx!Pv;kT0>`+S!E41Q@^hTYt9cr);u*Y>pW+zT
z=kRjzdAx+<Ic5>ZbIw9uqW%Jo=cf6*LVOOd<k`H2XYpE|$?JFqujhE~*}&7pH}X{8
z%$dBEr|>qO%-eYq@8F5Ni!*pPkLNu+j`wmp@8eOtpGWcm9>E8B7$4?G`3Mi?4|xb5
z<-vT6Q~5YQ!YBA){*3$c=iHCK<YfMe`|?SS=iqPoLGd5BC!gZ({3FM6`A__S_%Ga*
zPjeUkl{@qAoWy51k<W6>JI--?@$($>mVddO_yumu7r71RESWtIYt6a173blWoR^z(
z0ypD)+?222#$1paabdoLi*Q4}iW_iIzMYG4eJ;uMxD?mrtGN!B<y*KM-^}H?Hdo}D
zT#0M&^<14Rb2YBQRk$kO$kq4;uEE!HO}>t6@wHr=EAh=-k#FS+T$jspJub($aanG_
zWw;@i<|bU6n{qL3#znaW7vYv%nD6F7+=>fw8!o_YIX}1Ke0(n_aC^?n9r$v-kMnRx
z&drH@8Q;&jIEiy|C(gm0`C_r`e%O`&;~xAs_u{ks5dXo+{2Qn6&z#DqcnE*TX?&8$
z@TZ*4CwLqm=kfdrPvDO^gOBkO{1H#$qdb{E<V^m6r}7b=&hPUKKFqWD5I@NWc{abt
zbNF4(;&*s1AK>}Cj~DV=yqNd$Qr^QWco(nYo&0R6?E56k{j-io^G06B+xT_f$yf3l
zJc##mZ$8AG_yWf~DR=4Y^QmcE$<Ot;FgM~7yxH*va0;hz4<5)Jc@VeYNxXrl@S8l9
OkMeZ>f@ktI&hLMk8uM)c
literal 0
HcmV?d00001
diff --git a/log/zPythonScripteTest/err_n_plots_multi/FehlerMulti.txt b/log/zPythonScripteTest/err_n_plots_multi/FehlerMulti.txt
new file mode 100644
index 00000000..e4947c8e
--- /dev/null
+++ b/log/zPythonScripteTest/err_n_plots_multi/FehlerMulti.txt
@@ -0,0 +1,37 @@
+Große Fehlerberechnung
+Fehlerberechnung MultiSO_Vp
+(1,0.7319)(2,0.6723)(3,0.6633)(4,0.6539)(5,0.6492)(6,0.6464)(7,0.6439)(8,0.642)(9,0.6408)(10,0.6393)
+array([2049.37304688, 1882.30603027, 1857.17687988, 1830.9420166 ,
+ 1817.81677246, 1809.98852539, 1803.04516602, 1797.4642334 ,
+ 1794.28295898, 1789.99645996])
+array([0.7319, 0.6723, 0.6633, 0.6539, 0.6492, 0.6464, 0.6439, 0.642 ,
+ 0.6408, 0.6393])
+
+
+Fehlerberechnung MultiSO_Rho
+(1,1.0148)(2,1.0066)(3,1.0042)(4,0.9999)(5,0.9974)(6,0.9952)(7,0.9927)(8,0.9905)(9,0.9888)(10,0.9865)
+array([1623.70141602, 1610.52697754, 1606.72729492, 1599.91931152,
+ 1595.7722168 , 1592.27319336, 1588.27197266, 1584.87145996,
+ 1582.02404785, 1578.41833496])
+array([1.0148, 1.0066, 1.0042, 0.9999, 0.9974, 0.9952, 0.9927, 0.9905,
+ 0.9888, 0.9865])
+
+
+Fehlerberechnung MultiFO_Vp
+(1,0.7883)(2,0.707)(3,0.6825)(4,0.6696)(5,0.6622)(6,0.6559)(7,0.653)(8,0.6486)(9,0.6475)(10,0.6456)
+array([2207.17138672, 1979.56420898, 1911.12097168, 1874.76855469,
+ 1854.0526123 , 1836.56176758, 1828.52819824, 1816.10986328,
+ 1812.93078613, 1807.65405273])
+array([0.7883, 0.707 , 0.6825, 0.6696, 0.6622, 0.6559, 0.653 , 0.6486,
+ 0.6475, 0.6456])
+
+
+Fehlerberechnung MultiFO_Rho
+(1,1.0274)(2,1.013)(3,1.0088)(4,1.0054)(5,1.0036)(6,1.0012)(7,0.9995)(8,0.997)(9,0.9963)(10,0.9944)
+array([1643.78210449, 1620.80615234, 1614.01623535, 1608.59606934,
+ 1605.70446777, 1601.87768555, 1599.16357422, 1595.27832031,
+ 1594.12915039, 1590.99963379])
+array([1.0274, 1.013 , 1.0088, 1.0054, 1.0036, 1.0012, 0.9995, 0.997 ,
+ 0.9963, 0.9944])
+
+
diff --git a/log/zPythonScripteTest/err_n_plots_multi/FehlerMultiInfNorm.txt b/log/zPythonScripteTest/err_n_plots_multi/FehlerMultiInfNorm.txt
new file mode 100644
index 00000000..b99970ba
--- /dev/null
+++ b/log/zPythonScripteTest/err_n_plots_multi/FehlerMultiInfNorm.txt
@@ -0,0 +1,37 @@
+Infinity Norm für Tikzpicture formatiert
+Fehlerberechnung InfNormMultiSO_Vp
+(1,0.8123)(2,0.7349)(3,0.7391)(4,0.7223)(5,0.7163)(6,0.7127)(7,0.7081)(8,0.7045)(9,0.704)(10,0.701)
+array([142.14648438, 128.61401367, 129.33935547, 126.39648438,
+ 125.35498047, 124.71777344, 123.92480469, 123.28076172,
+ 123.20727539, 122.67626953])
+array([0.8123, 0.7349, 0.7391, 0.7223, 0.7163, 0.7127, 0.7081, 0.7045,
+ 0.704 , 0.701 ])
+
+
+Fehlerberechnung InfNormMultiSO_Rho
+(1,1.0208)(2,1.0289)(3,1.0299)(4,1.0354)(5,1.0383)(6,1.0399)(7,1.0424)(8,1.0453)(9,1.0489)(10,1.0521)
+array([102.07763672, 102.88879395, 102.9942627 , 103.53881836,
+ 103.82666016, 103.98718262, 104.24377441, 104.53295898,
+ 104.88513184, 105.20666504])
+array([1.0208, 1.0289, 1.0299, 1.0354, 1.0383, 1.0399, 1.0424, 1.0453,
+ 1.0489, 1.0521])
+
+
+Fehlerberechnung InfNormMultiFO_Vp
+(1,0.8484)(2,0.7865)(3,0.7936)(4,0.7655)(5,0.7594)(6,0.7356)(7,0.7336)(8,0.7149)(9,0.7133)(10,0.7066)
+array([148.46459961, 137.63916016, 138.87719727, 133.96899414,
+ 132.89550781, 128.72387695, 128.37817383, 125.10522461,
+ 124.83569336, 123.66357422])
+array([0.8484, 0.7865, 0.7936, 0.7655, 0.7594, 0.7356, 0.7336, 0.7149,
+ 0.7133, 0.7066])
+
+
+Fehlerberechnung InfNormMultiFO_Rho
+(1,1.0165)(2,1.0213)(3,1.0246)(4,1.0298)(5,1.0271)(6,1.0333)(7,1.0351)(8,1.0389)(9,1.0368)(10,1.0408)
+array([101.65454102, 102.13208008, 102.45849609, 102.97839355,
+ 102.71484375, 103.32910156, 103.51123047, 103.890625 ,
+ 103.67724609, 104.07824707])
+array([1.0165, 1.0213, 1.0246, 1.0298, 1.0271, 1.0333, 1.0351, 1.0389,
+ 1.0368, 1.0408])
+
+
diff --git a/log/zPythonScripteTest/err_n_plots_multi/IterPlot__MultiFO_Rho__fwi_CGREGINNCanonic_iterate_m_allshots_5_0.png b/log/zPythonScripteTest/err_n_plots_multi/IterPlot__MultiFO_Rho__fwi_CGREGINNCanonic_iterate_m_allshots_5_0.png
new file mode 100644
index 0000000000000000000000000000000000000000..ad5dc1a040c161166f0716eae2901d80d229a829
GIT binary patch
literal 27545
zcmaI81yo#1_P$LFNCF|aLufp>I|O%k2oT&MxI=Dm_uvo+p5X4m-QC^2aqaIk+&hz*
z-+#Wf!dmI3Ij2rl?W+Ag`>hU?lMzLHh4Tsq1_n`FOh^F+=BXO+^Bevt@Xl|Bq%0U1
z^H1VJ{7TNr`|~czXyY|}_c{4)Dp**Kx@rcB7{aW=FG8vh83MF_kadvY^gD>JVCc`S
zPEzv?&ry&a1mzwFxuS<=pkRLJ%q1#)318YrPu+^p$2&Tz+{CBRQMftQmsePr&pUtS
z(zFr2oj6lhE1Q-l%O`qcvi%Vht?(m@y{SNnEm3QPPk7qRle>l+EwW+oE2<~AVoxfA
zArk92zFnz2CLEPkfqe??fM4{T!Oyexq0=!{;E^J@G8#P^Ke=Bg$4jOlb%YP<G{bKM
zfqhCh<s>3eDP9?Me&n{<zHm;aj=B#McWUhx89fyC4GJV6f`ReD!4ZIgfoEa%fq{8z
zW&-~N=G|C^BkEmOPVE=mdad3ax{}M7@&N@7cN29qQ4}YZyUP&rbOOH8pcT$6H(ISg
z!eJtECg&qCfB0J%7y(4Y|8>oT-hlU-&s5btlS`<BQjL0}e_A|e)|C0qIYOtjAs)d<
ztZ5_vW;S{p){fdeWefQ!%!k}`qUSJQ<OBubVPMkz{QiCUM9Ttsd3tP;yia=8K`|N*
zC9zWL=w(g_x+2rRb0{=rOlgm^dJK1F9ZH8!U;7&&BZa--`9BXi^cH%HX+J|o7L$BX
zB%W~PZfE?rj86k<^uF02<w)Lr@0xx~Y3q3#k!P2BZ{D1f984IQEM-Z$?vNq+-!1x&
zP7E9~$>&IxG8D37ZzX$`J))VL`a<{|4_hAHnepfs`4bsFg-9*ymYjlI;&qGnu77m=
zW1IebY>YD+-Zc-r;TV=#9Bl19KSD<35ykh4{EB=XU_|Au;TOqiN-q>8nLIp|2pvjf
zFsH{pRf7Eg*T7o9ZJ-;zn|UXqZ&6BbG<PjGg=q6iC(paCM`mL=xHv_X^?JFJY1e?1
z)+!M0LrSxTogc`QC9-srJKokrm#TJx<=zt!m?yN4^W^_F*C+|+j98XbhdemY3~ke{
zZT1SSl`|acaEusCxy{th{?j2SNiGV+Kl)K3&hRjmipotk?|pj%o?PZg5~1(hSE5C`
z(}yYecxjGX0Uj6_gOWo$CqYfzrn*d14Ss%Y;9q!D#<MqDJoaKufvBQVTq{daQJ~pa
z?yE5_FSj*9q0<v88A!8l=S|}%KR+;i-YR69R+g7nl$Y<%PF5FWT<fG2>Rf_LTUu_J
zWcXG#<I+@=lp?nA5#WJf_)<K?Y`GC4$Vq_XH#~u1Ze}*$;I??M<Kd@^A}=X98~i%X
z6Wm?9IDghU`~%j|%Gf*F1YQvl!X8LdLqTd5`lYh!WiR|}=msfYP{RE5A|eW7#sqr~
zt%0J0bXT@U+%QWcZlW~9NJ!>(Chi%@I=YmL0v`pK*$~-qFq}|dj*79qpvhkArj;jd
z>aKmRs_1wX?9ltI$mQ^kPOs#0!m_UDYJD-)6Fk%C;aWYfF@Z21T#Nt%BR7~jFT-mJ
zPN~v4oobzoi9I9An3?gLwelhxy+MBt4e+Ca;UB&Cr~YYZ=o_fRn~;TS*Zv8q!^lHu
zcYkR=dIp#5FcBHJsN=P&lQ5qE^N#u%49r|Nxy=2|Yr?m~UX4>@?G~C<2d=yOgM73Q
z+sT23n;jgtv-jJRRh!8Egv{m>x|A<0cXpHFXm!f$xATjd7StPZ3JVGvtkVdd!Nw4{
ztWD_~;W1jMLF~hGB;}3StVbJ+4@_dTRQRPsI@ZujUn1^%L=)nO5F`=NjkIM8m8(tG
z=_a-mY79mYVJM-3IH=|H?TSCr=RHSKkooHu5j|~?>N<*W7#p#^oSQ-}HSsZ38f(ws
z;9qc_qvv}w6@!j{RaTz+6W(>&4K`V0EjBjo&r~=~7B>8xv~XF;s|x3{T47Q3sM2Xl
z)v~V6%G$4KYJ&8A^<rhIAd@YcYs|5|NgaeV*enPJhXEf&=i}nB*;H6+Uj6}H1U|~k
z^Lu)h1J9S9UQ@xMBKK+AsJyDvx_<jOythe;dvBuP^U!zR7cX469LJPYCrQZ~>kQgA
zA@^nrI`=ofpTXHz#`f&H6*euG6tNxd#VgE|&3<{(00#dUAHQ+j%iUKS2d|r3HSK5U
z8xf3jCysoDE`!y6e&2*hakM7EU}wqWxs$`mNjB7Bez;hz^HIg{WL7eis|_zxTs9RR
zNDEw1({Z3_Vnqd_sy2`Hz2fA>PJ7d=h>(u;!qo}H^YdY&2x!FNu8%3~@<3fQ44)}e
z-w&V5Y|(x9<m&Z;rJ0$fm1*7f2D#@=(qWowkJ2C#hAuV?%u>GN7>Vb$@{HEx6+|Dk
zV99Ba6I|l&#c;P}gJ19tITVlMXd~%<7wO`bosLdG$jxjAa^8iza*d0l;ps7o8mLkX
z^msUrZGVw9J6jDp2{fM1egw-pFJCR<F?wPlWBXm*@HH0e3TDN1iVHy(oDZi1To9RC
z+pToCnE`r-oh{r#E;gJB!YQkbkYm-`y^yv;>)TZwM8tjzKe&yCN{3l1(9USxT4a+J
z&&E=7%D#Bo0x9HVld2;eS47Cta^LCxfJ0F#A`=d}X{qha&mN6X5t4cy?p4modfG=#
zDN3C;l!d>i*_RP2QM+x;`WX#TQm-){-c2L%Y+5}JhCQX*cl8Q-b#hq03fJELLg;k7
zW1rByx@TCI-N-F`$eT#lSKhHb-Q3s4X_}%=p5Te4*<pWNafgtbP}Q+RC3uWtUA?zU
z#E0qoF%rAp8jJE9fiivrr<7xTF<HzJJ~d3Y!hy1g)=~<kJ-GFt!od8CF)fdN!9d=*
z-+wj8a_dI14|YX9BbULOK68Eb`eZPH=dPr45tLD(V<p*GRduv(cwEgd#AF<j#^@3g
z-GIYfe33lOl<K*m1#-1n9y!Fb%UyjIB?#TQ0|MStUG%w`48Op<BSKyc5g~S(b4}mp
z<LeB^-7)YDbaN9rJ=?(V9*y%VXFcw9*&MKMblV(ANTAreO`~J2D2H#)9sM#!0rLTi
z=YDOar-!FR%}rlla(|&Cf8PydIM!!n<?G`7RqKG&+w<-HT$GC^&s<48^NMcH36@h6
zuW2+Lk>%xe?{!f{*cX=@J={XDY<_oyDwn9aujlvs%kp$xm1;p#fwv-}c%Db=vbUti
zbUg-<0iG?#sB}$x<-q(IpDy+Fy`6|HXw%{WN!*v-7HYYnHsLuheGw`ht6_jcTBt4w
z;)EnNaY3h3%T~m3D{bBBnE(B?>&o&_`W?9}4u{p=Py!PY<-YpdS*b=GL&6(;h>B&n
z7w(h1JX5h-y_@xx!m}OasLQO%O5Sn9x}`#*Q$2cm!GOW7Z{e`}WL{(l%V9?1_cFWB
zmp=#j+`G*w==B@1Wws)kt%NFztB8>xp-y*+@f3f`FTHBc;ZZ&LBpl@98pETNj*~os
zM&N08$ya?;Ez385R3tlzD$k5_)jn=~SoCgnb$V;-1zE=v8Szd`jA+hMEa<4sjWF+5
zYSKxa_OV*#*Fpx1o)-^?g)J>KAm-7|mWUlLkP;lAK=-sGXdqNBYDZi)O;Qzko(|Me
z-7c(rxz7sh_h@i2rk<cp;hUb+@jB7@-ROaz<$xyu?P{~p?9iH}n@%!M$Q_|h?ytGk
z-3`}M3IZ0hx5yQh9V)juKN(Wvv$H2y%&Sl$3wQkq80T8G9{$uZPRDVk+D0%ix1?nK
z+iYrByU$nhRL-3)hCrSBi}tL6IM@9%@cB7AawslaxtkO3dmT>bF65)dj8k)RPH4ZY
zA|_<sG{<^a6zo1fw|9u263|DjRk^W9#mcFknV#;_Tn3T4^&Gg!cB|tH^cyO_cm6<3
zeC00%$5)$ri<-lIjygU&6^>yoeV;xda;_gW;7Ji>d>05NlwRet-Fu$6ca+6PJ6Li{
zj<uk}$B!RO=th9x*=@L`hF0^`dwGq-_;@)EamQ};Y?I8>>;8}sxOwgF)hNSvuWfZ>
zJaM6H(*@TXCM{3OAreN!*6N$oO{c>JQ6WP^4;jwk>>W+cA>!vSFrW-n*?9X6>`{~^
z$N}VTewMC)iLYtpG+popRo=m2J}VC5a(68Qr)p+uTDM+#b=c4p6#zoMt7^JxEOeW*
zeMknaZ+9>kB@rl^taVl`ow)S_7R%4YY;2kd4{JymxZ4Z0ZfLKz@0uX15YL)IkV~qc
z--fCV6{P63XVY35L|m$7r>BgJ;G2LltG}E&EDTJeyjr~1BtG9|ch*H!MMcr&V74fs
zru%eO&SiOlZtFGQc^Av%;?Y!gkrS5Ru~(7jE%5VEW5#3YNkdTZYcsQ*DrF_|5e6Z&
zP!X$o&jIWl*%N(P=<|ND4#nZvO8nWFba|I|b?AOQ4GXDcG5K`ZNl>#9l$J6P`E<Un
zN_RhQmiOlNCv?v<d66T7eRfGanQU{7%)9S*K0H#Bx2Pd|M^?;!{psT+L6(EbZ<R7~
z9seN<%*2Vqy7H61IQpJydwdYfhVQiMxkvw`2!t3J+{yEI#82KrzS4LquBqDzM4HHA
zq%cq-b?7=&44e+?V(h!*{IoPNx!PK-kc=z1GFv@Q<T(qKrpd~hzd76GZ~*7(hjB2Q
zj*-j4BCb=t%qL>@F∾#VLtlvSxASnSgJfipe!C7$UCJ9d_4M<*s=;5*O(dA=Th^
zZBxu~%N&SidM=iLy5di5CiBsPbUf7PFqKQ4M(5={3!u^dL%{qk7yK8APZ{ycy<(%9
zEgV+(6{S&6k}XID>S#NR%i+^N>f~3b%Aa--$h?=jJ&Z6F8lCpPAWdcppiL_q{$TL@
zC_hc5<c)Ci^nYoaM;#ITK8darw@@YIOEw|C5{VWW@9TsahRXR*wBeuL=tS<g?pVah
zuT?AwoFBMU=KnNzy^0P0=2c!<T3XwfUIV0UsN`YXka~TQaN1pq$SMpk$D5SbQ8~#D
z8|6t>+(p3!N>+;}JLc=_>${G7zkq~cf3~VKH}V-Yv3l7l8zi*nW)nMmQGY$t=@=}v
zXMx;8F9k@}C?wvG4mbF(6Ez$0*FL!^_n+q{LN9*rvRHGPlY@q~=1@{Cc!EjovNl|$
zS7N=Zq^dlwq&)6kZGZN4bD?gvGT4uh{kK&l8<)<SfKBA{{U2EuoKsolT-tv0*FM!>
ztSBS!*)H?On6+!T1SXcr+5{H#;v&QGBlC(T#3{i<Y;imGl7{&@VFbGQx0g*a=idq)
zOSCTB?iX&TtQ*%&Tj|O0IB#2C8-)_`QKJmAS?0T*6bxcC+ymK^ak6JyKU<1*naC*f
zMU(Jg!{NFw9o=q*D7#m4lnYXWjF2K(IH%J<h>gBK2F6B_rcRC7__xP=YJa|NZP~w&
zmTFgD%OG+dl(b2wR_Yb`v!~}ez&{+S+}KA(Mp!TI;}Bcf_s3eT8@HS6?~****TjF2
z$>N-)=)Y;W@8|>?(%px>8lK=np{X*;Z0R*9G+JjC`19v3f!B&9sCI1yHQN70DyQMt
z808ORe6Hn5Hog*<lL5YdEoVqW94Sp{b+oWZKc{0$k+o+OO%wt&tNUy)j0>4*aMM|A
z<guzgNDfmeZaw|c+0S7Ni%goxFq!JSv;XZ|<?*T?8Jj7-AL6dpEDa`#yvtRb`J~l+
zQ`gGlFSQ)E^HQj7pCHG^6=~KvCb2(*GKSBY_3rq{z#RpQot^+K`YT|fpvc6+!lohC
zuy^9^uxSp#!Zd>Z8v^$!pJky_U>Fp2)?ObMC78prghGy*aQ8Z`NNdkTOJ%sSkMzs1
zcV+35_tap@>G3_Y-(W-q$~J(CUVP8TXAxpH_}nyLgvGd)#5X>{%I>^kp>0!8P?A!2
zjsj%K4mcl3GfMRRQRIaU9o`2cY^(V+Lqq8ES|=Z8UP+0|N?T+~f3ab2VH+K=Hq2XQ
z{Gd{wDbvI(JKK_%5|WlK$fFw}yMGBy8rf~<e!bKhJZko*3N+b@@SLy1tlh2aTwT09
zDRR4Lp*89q40r6?bB?TEONd^E4zBa3vqTy?+K(bao2gt(cNL~u3$vwnKP@6<AU@FC
zexxEN`+j0}1J{qiWh8gnm@s8~UOaTaNu;3*K7e@T8Wew+@g5~nE|dLZw#XCZwWHA-
znF(UILEWCI>P1I%Jf0aD3T4$vt-E0VO4V@$oT-}uF3)$KWdb(UP{DGbtfZuK*W09`
z4E>$k!ZXNxj+1!y1%)9rCHkEeiu<$hYF+1IYzzr|?vM^**AC<e+66Vc0~NY)E|D}N
z+l#|ct%wWAr>pe}BtUtD6KI`p*6{6)_pYmwMLCf0&1$&VY#W>*_6sQ~C>UswY<xy0
z>%EVD4FmK3^0W+5RqJH(`g)_43?c0z4sxCe<o+2MUo%?VK{JYqlkFA`H;DncfH;^C
z-l_YTS)z{&3mqMYyIa*42@5Y0+2ST8Z<bn>n;INEsV6+gBJ~ezZbVZ<>c-L`Uq*m5
z(xb%oWQswMGs$@V`W0wrvMR?RvIw|RRKWGwKGA)56+t>&`yj$H`FN<SgT2`|Cxx5?
zC1<l@j%h^0UT@#pFUcYzVA*UZ^18d#f<e!d*&Mx+b6^uc?OcR7dr@soXQfi8)qY-9
zP{dOY4+zN5H*5T;$}a>>QER&xH-kx9n?#<#pk<pUK*Yf-lD!Al^LEG8$AFS(yqgHl
z7!KGJb??{~6#`vX2JLVixK<W~E>c<myZ_0-rqpP%^Hf0CN``SVFAd6YmGYirqZlJp
zx-WGp$~L(j&c#WM)?fN}E`FZJYv|Q|p+$u|wuw2JEG=YBbAKB|MfkDOy&p*bfV6pY
zU`DtoPRG5wfl9@quQyoR=4#t9*qw|T+}$46r&Xe-sI7e()GJ#y4>|yFTkg+Y1`BTk
ztPUMQPvYYn;BGf#qlb<RCs9rZ;?LFQ5}4dLk$KpyhZ9*ei|Upc&L>Ak4yxvE?_T=9
zsiI{Rtn9k7h<x*)(>UymWYai2=5Vb&Ywf2KQ@G4_cakI|f_i(d`{H@;_sYT~5J-ur
z8TB_#kFD#k=<0;S%C$)N0TkM>B19L~;@UaF-_D{~wibq<*occvvoJ1VS+%SFRfIpt
z-L`LOD6m<PoSQVOYn^C)CFc6*+q!Mt!r^T!o5S@vemvZPX?arL`CNC2WE$nR1YQ_p
z(u@S!4)QB`+QY-<4Nlp@^ivnxtl9{scCq>Hh1LEHBvjq(y%!tJXFueis4;}|0^UyT
z4I~YS#t(0xbI(_JNb4A1h5?|ZiM2ceS|=+QwRG6SQo>`mQ@NlYH?R>Y$ZUz@rR!?8
zl<?6BM0w-YqFYvkN>g^C4>^&XVih#@G)T;^m8V}nZr4!EHI~)E(}MR%>ogoM;HAw4
zt=JZ_OKsXt%@16F491Y&g<JRys}f^$c^~PkMPeyP9>RuRMB0Z(NLE@0TsC6W-d@$+
zUlAZc>3+Zp^Q9K8Q8b?G@y3GTL#XgAF0_gq3M}giX}`mbS>w4s8x?*V@(QO9XchgF
z*+SEl@3cOKPrp3iLyZj4_<QoOF>B%*MuWnBBOl7?sBjpvFD35d=@#T4`bQ5&w-r{S
z6xUy$1#zD>?)iaouwY=`F?|NE`9Z5%6bt5Wk_Tjka;jTRa)i$x-^h5fK8j~3L}T;L
zCPr&C$%u<syqNk`k%W^}<Y11vy+jroN7na@y&BPYnj6z+kG(Yqy$I$3GAzu$dk-yJ
z!Z6{Z-@}7%D2K}h!lz+Tq5sIi?!j<n{G1EQ>-q%C->+Tc!8%6KwEbE*t$I&9lr!Ck
zVqWO+u`i%Q;5%jl^G{zv8(!lOE+-%87cu`^X{DZvGPk3Q-sq!R@ZQ3&Z`aMPOqs>O
zNgX{K=4dsZw(Onh)T9cw>cW9elVj_bqd^b7|2do<=3%LQ9E}#xR^jCvXx9iJLfh`J
zOrQ&s;b`++YJ6zq7n0A8i5|sR@c^;NhcmHBO&d~Tc`4h9%^q0kXAyZHh$V*j#VFi#
zbL#b>L_GKPA~6CCG*|&P4h;QwTKo(6yT55Klq2s505`|BfHxep;_k@75-?*<jJu^U
za@>@};%3Q@HYBZ`ptXq4QFiE$dRC6Rr`i);pAj5;iOd{(;8$8Aj@I#9HlaoHFE-x*
zJCVxzM&^e}>I*dZ=<3D49$=fZma4Ip5*9%7C;6iBVEVF^>bk^XBNseOJ!+RL3jxLY
zG{cwCgfgC)fzrq$3{fT_T}FfJ#|fvX6bBTxWt^HTOwHV{gYfEPOZA-%REzY;cMXLJ
z+fl+PN9}4#L*DyCr!i2NcvzKQ|B!wD$Doh-9{y_*%o3!N6MmqkD(N+Oc{ZXZrG#Zz
z)xOuBU5+y!MR?w`*fEK1zN`qE5X9&N$9l0Jtv*YPc6g8T+m3WS-sas`7mS$xAy*Kw
zYTj*3kTpMLkqUJ#892Qyk&&lGYG357D%vBOhYsd<T0>W#8iapOzOmTRSVN^{RY8g-
z7MeG-UD;@8Wlf!W!WI(p_Gt!GF21aFMlNfkOJ5USjnOxgKw*vz-?-E$`*dNjU7?se
zncJwE`l!;S@{IJ$gj&y!^(0rI$03G3?;q2Jhy~}LKmzvN54klrlew5gY>H}u6`Yam
zJ%!oF-%bBo_~bJ8v2#*gsfA7QTRJ045{h}MK^odi9-~f*JoT7syLXD-^f`k$lL8ZZ
zk+w-y)W;#>5|W(L?{)NL?#!9v^~JAhg&%_gng%)$QKSBI(}%#5`1RuNG4SVUv2WF9
zJv(g!rA<f(WJlnHnlN-5Wn8%j$qkS3Kc|Y{`zWH9Rf8YdkHL<M{V6_bw9ukSGStoI
zuYK=eHdLequg7R>eF%oUVd6fUzl%K&-HgzR_C-iA-fD7|pOgqL9l<=1MS9f~C&d};
zI}a1Sg&d{twz4+G1c2T+6bjk_H4OX|r7k2sO?X+<pLt~8)KC{bXCC@EwjLQ-<JVbW
zUuZro;12651@gk_qd@KA?=@0RoebvB`?>>x^PbHIAadjzA?@EWsrIuCt<$E&4XE67
z1ZvO{9U?g$BQ0fgFxoLm$=k*Qs#i3Ak+&IPX>TPG8u!KhR9Xj;w|9F(#0VeG&;5a#
zA~$pu{Zb3O0rNPG9!Hm_1x85gg<HL|UR!lGOH7tIH@-oT{#7YKf%J2wkI$oCFuf`v
zw53#ePfB1xi=T3_C*i8G^EJqtj#bc?Yg(qKbo~q+A&quVNfi|G6bXp<A>!)4*13}P
zpf$Y5aMkpA^5J1DX(SBtT~@W~=V{)Io0q*!dxxRbyL>4na=;Xwe*uX_jCV$n1Fvn3
zxvvPNa@*_`e8`=o_@=++*6h?ePG7I!PSuksQnqep^XD2I2L#8*zvJ^^#Tj9^jfOl9
zY1uw9Y}A`5uRdfaK?OZ&1e@v1%2H<%ZIP70K-yFZu?@vAW=WUNx^7JLbgPq^{%g+T
z^`dI3lc!)RLK=vPrJ<pNhoIdeFAtdvp3A*UX9$7T#5Cw{?f5_BWyqBB;B<xgp_B3A
z^z;n)<i{c1l_0q$Wz}pC$!r11lFko6YkvKg)|}zYwkXP<)>b~5SQ#APJLHPHKaKhN
zmAkU*_Jt&Y%W1#buLgYyWo2n)<$ixjRXXQ`1}>|*&zFBan*!lB&ZO>y_3IR`MT#!&
zxKm*UYKngV5{B=z<E}mcwgGQwrm`aFx1_hy)h|sQulfsvuCt}N7TkBsgp0gNmukEY
zewx=`WuHW2CNzEOuJ^}49**h$F_6M!H#e2;>wC33q54as!sY%eDK4v$w#%6y5}&=Y
zx_a7LR^zo97cxHEZgJf~byqjE4F(H>MYEQMy|*t8t)}E$*2hl>Jh#j$V;{;qOJYEo
zYVJmd6=Ahp5vd8dB_JTZSY=X~ZNZuHiyRw6yVmX&0LJc1X1I?}@F%-h($c!PL=6ty
ziVBvk-y2cnQekoE*~(M=M<CjsY@~Q4)*aou(Mc|-06N!o?0Z;&eR^%}!7=&5fdSP&
z5>vM>)+f0}7ZxVM8&v!4I4vwi{j{UW@o-_X$~qk2^`aJO*@Qe+0~|~N6vJes+{a^o
zYev#4*?$D(TR>3OR+v|jLMVsdhT*Ubb*sAql^RWr835e70+7nSH1>61ZvAa9@Sz~4
z??9CpMzp7Q5_$NSK6!xC6I7#ri%W4S^-2pw<P^u9<&*-uzGiQvB>Lol1vf}=SRf6J
zB|3UtpvhPlzl<YwY{4%yNTM`idSSwzf0x)jgH-69fomKQfAk#;YW~UUU9*`%G2s<L
zcDI*1QNyM5`44lA4lho|Ze=dB0F$mI&lLQH2%^Q?yvoYI0yH%Bxt#V%GrZsIFiT4a
z>36;%$_VP&38TbiQ^xk2F3?<l0(Tmfs@SQCUF$`)N3sgt@z_sR2~)<VrnqfZx(1A<
zN)1(4;(#1mXl$5{dVjhgc>MfPe=c^&p+Ye6J(s>1_D<G=y$G%6l$5o!Cd-VEt4jn2
zxmN?QM?1;sQdd+o+WDXmNG?txZ+O*6ddt-hhy-yVLI2a;g@%ZLm1FDcl|cWL?!iIH
z)P#V>nc|cHm4XG^dBkuBsb7VKP?-gkGj`UZ$#gD$P6OhWG@ENdBE~Z7LC_!l-eJ+y
z{#YFnFu>zPb`w2e_yYYn9A5{7$741mj5(0VXlSp?zu<>B3)BqGr#Bbf%#Sw#-RN=M
zZ65sUL~&Xo$4mGjfU;bDw5Ajly>=~65L@H9O~>}i!e#6%ff`uAR-G}v%Y2cM=#R*@
zHfXUonSG^t^-bORwJ6p5e8_nfo2O0xw5b&Z|Haxt`RPP?KaHOBrLL6sU4SO?D$`yk
zNy^=t9Kv6VN`t5OnZ)szQWz;E7Spm~I<(xA<KqshT0GVOefs`a1GI>f;&n2(-OLNw
zllHngL1)wUvSP+DJbZu>KpRkpA+#TBtvr0s@LSjGL|L-{o!3IP8Y#bhgo%zm9;bC2
z2M|p>pvqDYcV8!a7<C%XNk_*BMAE>00>|#u%he7<7KD?1CzZ@58Ym@)DYTqZbGRBL
z%+1foW~^SUhbzLP|9wCEM$5?|)VW7%8Q@1K!+wadc^2(tWYJ&TpgEqx6~Qvl@m?<b
zt!HQbKSbm1Tn+|Z&vpikwgPM_D>`b`WIY6#kYi)ekmac-8jWQevgM5}&03a9d4<ZY
zb)xGE=pS~z9^N~PR^`dtipIvP;+L(Pck7#aRANHH!Y=|pZ2}b;S{3E0qDVkA?}`ht
zR3I)U*-cJw&Q;hMTVe)V%vUA_NJ!RYmBwa=70^Rf-#ZrQR8gJenVFk&1yuRH`{H2j
z<x?HVlPsar_MW0Twb|OUSfQ~ZYa|fPP!qFFoXs|vMT@%B^-KkX!({aNy=LCK3{MXp
zbNKabF7<#Iu~FYNTEWah_JFbtlw+63dkRU7*#2ljIew8s1zjouDW329JqGnFjzX7<
zdwdJmdu&Y}?=j5zj(x<vZtrAYy#m)cvykS8(|)Y(+sic50+#f+-S+`oM|p6h*~zwG
zB~T)yFUrr)XjT}b>F%ob48686&A!C|PLm<9FF&8>rixMHBN23yTN(?dqp90<8f;(f
zxESEQKG&q%xs1{=9$@#-Ajz=)Ipxu*HCS0uQPu>Q4CY-f?6OT|xGjW4vxW$@-1Q*$
zSzJyN3pSHw-K`L^Um6YTjW;?(8Nsy4EP8EE3ag@|pdKLIjNtH3w7ef*YesrLAHBq8
zGeoTMrv2X2kOA{uH8VRx=UWJzs_9&L$hWt{m$OtAuN9ehXC-|^UrR@oKXE+dqvR`t
zj5NmWfKs{U+&PYWq56H&fAL*Lu$S}gdR)rE=VMGA4Oajl1enZKr}Nzp2d;J^?oSlt
zW@jJhq*=uSeNiy$xVbJ&c$wBqj>lQQT62F96gsJWA!a8z3)CCw?z$;gJCSxr>kL}`
zda`;|_%1Gx5L&S~Y?n~O??H5QGbI5IROF<Vh7HB&ZxD667Hx*!=2Nc4k$U^lx1u1X
z>tc<D*DNf9Bp0qcZ12i|=3Fn;3)2W(gh8j$qV36*C?U(YfT*-xMBMk*xBaNf$}B4&
z<1~l0an%%nTm8ncsYidKlLlBF;!bb&_{DC#r-5>&kqjZEBMG8WYtcV|U*T{jO-kAh
z6k&{{2))kLMaepRKLP04ZMi0C!SiC#y76ioa8O+A<<ZgXJ8ludrQXdGa~+U5md47)
z(Q590rh2)B?05U4>S+-}F*3L}>ZL>Y5tD~wez3Du&~enf0o}s6qIOO-EN1ZM>2cz<
z&gfmrAsA<{U+@GP=Z~F=Wnl^>ylc(LddTx1ZJ0Y+sRgG=JmgfzFbY5-^41Laljkt-
zn52N1ct}kD&e_Jdhdh_?oe*_ZoW>2Sw6*4hCj~t7U{RU;EY?7)n@_$WlY-b>knS5^
z@CihzllbeD;XEW?3M+0tHMDD5K+X=&^^pCMzPX1<eJJSuBRAcAo^+l24f)G`lN)9h
zw57BrlYng5-pv1nuXV1Ckl>OC(g=|bOq!T<Aop%_<ky&HKTS>^IW2;d%`ZKUHE;u#
zsfgYP97Gu2Re*>5tvl!bZ(3`hEJ&g9#Bi7{1&(($n?ASPA&3Z9KQVw=9abEVP;E5R
z7m<`nO!U&8g~I0C4@uY)FSzuOeI<+%tn}WkqyCe0UO?;74E6Gcasv8G-C6w$eN`sg
zO98GYz>@djKQ(nN=#n7)@1)ailK9l1SXvjEwY~r=l);A*x%a*^MDP3}UcC#mWZ`(C
zoc*SbR!X-SBc%=dV}$#2hPBmaC-LEYS2&T0Y$rU(QlS*G6u4<G{nkFU$KZK61W<`J
zY$c||1iOi2%5Pw#6Ruj{*bgW!&_1T|k7{rX=#R(O|4Qq>1NsFf-DsBB9$8G1gNiiF
zwwozbFMz7$qH>%<+!KopJdGgV;49r7&a6&=yYEglauk30q~GWj7iYIIC%L|-1QoZq
z@z9la_w)<t<0~cUW|C6{tsGg^V1o)|qMLplJsHLf?#=-SZNI6TK<JnW?6dI^6nlb?
zSC2XdN|(RXLg~Zf>qkJqa)7+S{>WXP?jQ%{i7~8T>7x1ot^|b)sS^2a^6^P9<*!es
zB;kW^(Fa~i{xoY*Yiub5<K<DS<a3B+h!}_~kq?h5)u`o&qDwd1VN=THOI)cC#n67t
zVy#*s;o4YIxL6tjkkgi4=Sb7qEjw=B<~A^9wl5##yCi@+4j$#mBmRKu*>D_zB(A}4
zjoIbbasBTtVN)&j6~Q=8ni$g!DTl&UR_+b$JOw`~mY4!Aq(>o>KGHnoj=S2Ib^TUq
z#wh0!(U|U0gaL$sN#Ao_2zl2&OC;>!^KrzRgpgxO^~^$b>;r%LvUhh0D5Rw)kFp4e
zgFo8=#V{XPeDp-dVCmvFJ|Xw2B_=jAWkj;__Rv;nh)j>ehU<AP;`7BwQx4%q5pI;&
zxCUkju*PO7w=?ir3P@yIMCg*QesydJsD@==dGGP^<+M`hiu+eO1OLM<97%_yyfiz$
z1@C&w&9&~ZEWR~UjK~IeAAvw>{(TFqg|R`by0NnA8Py2`q4s^FLvc93oCWhp;COMK
zT>eQsvINw~Hbqqw^N5%W7!Vn7h+!$N5e{5q@4&3Zl+wrA-AL`F27Yogp?&VX#JX(E
zp|ZmTf8p4`E>ARgQ_<YHhayfpdek}`f?gBzU|?>N--QNcT5D#%t(4#yU3>R#X=R@2
z#JXBLFv&f682;rUc?jk{V(;V>f*M5=c-$R>x#UvMPlVtsOC&|&!6%arpgky$1Du%;
zT}@Gf@h2>Zdj;UrR2@X3V622}??Uok#fmC0c93iF%d?XEZX`*tBUl*6Y}#ifBi=BH
zlQ4dg9zbwAKC$rV9=}YL`@1U&yT4{*2gXMIG{{R5HekAxkEID-cWht|48T~8MmQYx
zdm~cfD5oh;v7h}e+P*Htgq~&mE7oV+f6+B4f&7!U{fYOskYPV$`3)6Md_r4QMsBP!
znnS5JV|z7?Fw9NxD$CgoOw3S-U4osah_cJr7gMBE8F27UxLZ+k1+=0q<{iWO<0c!D
zA6>+cQ)Oo(akpeaJu!Bvk}hBSvk}b{jpDd%Is!Jc!NmG9+C0G9d6p)ojUR<Y(V#Va
zwm#5sM^DV9?mY{TP<(<?$C$fQAWq&sP|-2pe@)N+9|Y;LtyPRIDaNczmVHtj)T?V&
zm7hNgG>TldVRYeJlPgbW)};%nGa3)aBe<K`$$g_*N8KX9YG?1AEVjdvViswu#Fet{
z;OF5;-Fs^k!9%yAY!;oxXc)+sV(r_YI%S!)d-qD<i~f<(TCIb^Q#63uI{iOak3x7?
zs{2+BDCrAENuVUJtM3XZ{hhOq=N=Ss6tZR6jkIb6`1A@fkA*?~T1BH|TckxKZ7;A&
zcM_?^DF}jtmo2k`r`D`!a(GsjXagvNqhBb-(%fa3Cs37;#R^|!j0|LRI-^S#Q6%L=
zHMmU~D7rL==)SdXlwnzrl7c%#xc$_ARR5Ve)j)`++G_Y=&ixN=<dXb!<Pl2%+<ME+
z<%1}p*=0a=i&ZgWy3la_#G1dQ5kpe?{91*G!+ezLSZ-*hbC?o4M$+>{X2jS?pVa=L
zh8F4xeH&CzEcz!BHt+9drPbNdTX{%;;g-qYa3@BhkkG|Y9);FZm)eG5dO(OdJ);zu
z>XwUezYft~AyHDV$QokobHc!Uxp+k2wL_xM2cfI*Kg=nnS~Pw)Ln!g{=8$*NcuREW
z>(>b@asd`yJ@7g{2n64{CzGNGgV-{B!NO>4)F(m?C1MKnkbthP%d9**d2eZif~huR
zgUR@Q2?g4<Z=7(tAb7-YVY&`a0s{~j*o<p@R>%%b0}kC1jXX48Z{3kQuoe}KNe<;{
zz`uQr4PcJ_hW_s#QuMDm_qa5hLU+}t=J4$c4MW(5f-0|w)n?Z6W@tz!GB}IkFvxXt
zwRh2^yFelqQQoDm<q?>(lRw!bXM;(2)_Vi8zwX^Fh6P6_3-c=qm-ZyE>(jmhb5OG7
zYA(o2dp9))b;rR=hIYhylyr5@qf>x2A`W36a+r~_OFM&!|7h305%1&D4ZMCg{I--`
z&M1S|#$0PCfIgeF;`O%lu3Ur5u+h2GXaq@0+lW_oM9`XG3+K!55*Ka?Z}A?3+ovxR
zYq8(5-`UY>U(pWKl)jKeukox$5(_>SPOANGRcY3c(e|`P;4~(d3&V*zqy19C=eR>T
zb9*Et*Ba6B?Ig`Z3tKMWpFK#gfBf-BMe<OP|N86+d@hlJ;7625BAQw<Kf|`Vp1pI2
z<i&untpbZ6-3_P4q(JP;hUtJ{GbzdwL)15B?_35CQfp4P+OPz6o;|IL*CEJ_B;!iv
zwrTbmwq<?2`sr$njzg5rY`SFYmZzt9LTQxc{#zDyJpxISoI`qfCW?hj+~*nem%j2l
zZW)g|yn8zDpY?{?Bj0P7$6VyG8U)P<DiPChSTcNszHy7bZ<8R#kqzCcT~|X;OdZyn
zmXu}8#O}6(Z7p1gJ&oO4iqd~6i^(!2G!pClmWp(F3oX#8Hu_%kFLM7u$JS;}E$&#q
zip=0&-*H~XxeB2&X4s@lA<Qxyd&nX>7U}WL_<r(h+0c|f%><moE=p|Ub`B2GbWNr1
zSEA-rR6lod6K~G9834d>GML2SYOih_{Qqws2@%@k%YOU_;VcbfUazpi>?>qbLYkD_
zrQA_V+ji}*<y1zBDXbGMImNW!FVT}JAYDc~-wu&y_F*AQt&PvOyBl`#4v>RBrZ7yC
zZi<J?z0b+das!#W`Rqw{)E@N(4OWzkiut-%{Sv<YQG4`loc0uX+L8E{#=NCm-97TR
zhy4BEnm<(Ao^z#|S}k{?1a57nIrU}n@nn7fLfHNY4hz)!vRf{<h7FzO9G3wf^;>zc
zA_rgw5hd^_I}xUxX$mmaBB>}K`A#GxxW&cnqy0+=*#tgX1zSvz-Dbw=67-j*{Jm%A
z;b8-$y}ydv605^U&|k;7xdc#L!9u6fNsjeb6UM>XkT&LisAV1S)>63~U%md;=eFel
zN@R2ytFbc*!R0D1ruUk^?os~9I;c~enU`1LbQtANSeyUrmu%-lgIthkW}3SC?t+y7
z)@XSD)#-xH)&YQwVZqJqDxCkPd5wO>fG4{CaIwtoqH$D)=XN7$V6-5|W*Q6_#4f8%
z6TPZ8qX2JmRJ@v&meax2MR|F-mhEw1oR;e=&6965b)Ft4(MfEF$*lWJH-`<>$4V-y
zlPPZZklCiLJjY;es3pa8v}4Ze&@d3%f+*jueJq%FyC#W|f5SuaI;X>3z*2-b*+1-y
zggP2dz_yvZEp&Q`YV9QD{x2^0zEW0*8L*YlTGf0B0AOH&R-GjT6#NJc$tu6zVAezc
z?>Bv{bNsnmKr-qr?gQm{rB@{ZNyz7dkra?&=3ZIu4zHQ3aFOFRLK{^?rnI|q+!x(^
z3_k+yim_)xzg8zqo`vh0r9z$`alaQDy$UCk@`kK2jy8vbxX6;4Lrw@Oi3hx-M!`RX
zr^125C`i_PZ4N<`1!p|{8y>Qx0KyJ1nJDoO{0~HVo6S~lF^vP_1iU_6nw#<7aD=S7
z?8prl_n3Kfr6Xr5QIBz6f{A=9+c}`LpG%ZM<bC5<StaOqDtW7*Ir~BA4|7W**@L;|
z?ce4WX^%+js+Of)RH%a>+{<1;U%$64keD+`xA&V?pbntBQRPLOip!0wXjNu^h%z9v
zuvBC<iv0v25fti-WtqP62tTS;_jllFg(EBkWuyyUI~;0@2_0XuHFUSN4y<i%IzSCB
zCOg4vq=U%_5FDUVi1bUl?5y3lH(+bd&bXA%R7+*8^zMfRavc$h;-Z8=jM&L0K{d&u
z1(Q;dJHpu5$-5R1nYtBkRniL!*b)mAbvud`IA*P6y#@|CPp=PCblpy@+<!5i6MP2J
zhqGTzbZC?Tq~K*L?8FF$$j0vo;>S$KDa~k=y-la2z!`xZp;9N3W8b2VUX^>i{k*)U
zv&t(!T`7QmpHGW&XclyMGKe2unyIf`4ERGFJg1Ke;H4fU63qh-yc+_nX#CII7F{}#
z+N@P5-aOQav#9v40XB9v-gK)8kR*T?Zt@(R@HR*?Hi%L_98sc$vb=seNM%m8XV+4r
z*Hs!7U=XiJDcFVR<2XLSm<F+WIh8yT`W=N;g7k)Q^U8bhjQ{R#l4v;X&B<KvzbW1f
zTFZgl;*gXODXH*;u+RG>uyC@KZ+9tV4KUxl`k&-Z*!N1PJSV#_Sb2Qk9F*aC=SoJW
zps2XG4hmfX4OF!}pCFDAO}96Nk>0x~g;!xtyPFR=k~2w?Prj8)L?&HvVM+?gmCKi&
zoGC!MLP!x!e`hBJH~5vgmbyd2B}{29h>$}etuXgj!CGf3`*96Mj@n`rLUfa+*^0PP
z#atVF$y;N?c4T7KMI5C}QIqLG05_k_YNmy?&xCW@?(sN5a=*VTDw8byPp6LN835m)
zWN`2<_;jY!a1)b?Ep*!~QUdDU@t;@OD;mixIC{qh-Hju@dext8TYKIZ0Op^Sm(ll^
zH-t_qPRvB|9`?&ESw`f9%s>C_$f4*Gj(Q;A@oHB*muVz)jpe6>i#(X&xQkpjTeH>;
z6gaUlFZfnZi9yI7n!;!JPCT;{9f!-nNumGXc)*g&_+ZCrJSjBBql*FqQTb4INOiqV
zaocP(NZe@W<6idL-Pi)-YACVh4$>8JBn2#J++Lxp@>W}1B{sO>0*7}7QYwPA>6$L1
z+*E%}#m8Ybtbj+kFtC}SpHF!3@azE|o?_bnvgqs@P$98TOO&?#uE(z7C!KJQEbmFA
z^a+^yUEkv6dRHw<5r!4w<|85I6+$9=fILGDx~s+p12tEK^WKAnz(I$P@OT=;@C;F2
zJhZar#oVku<_cI&afsz43&g<6{C3;%PDQ&hN{k6X|C(Wv<D)@0*9FN_>X$%w?KQgu
zYiL-!(vJJ)*tEWJNa!)9R$BS=^#i<91-zHHZJ=&EE8%+4fFfBS`EA<hOXan@u4Y@f
zwcjpf;c^<A7-s`mbX@FN0)xlxv@w1x7UowD<MR-pNC8>xm;FYoNkeU$xevOj0w>Ia
z&Nao4@<q1<yZK$N!)6dA3y$NvCBuUo`f?`{Z|U_s#47V>wsTWQQhlNeMe^%&>vzoR
zQg6Amy2E_QR}b>tJkcW4qjLNzTFK8LZJ4Hw>#vRX(!>oe2GawksizUOezBO<d}?FA
zD<|#{pV)2!%c^j(cgv)z_e!)~7}wEB*H(X0m{-mO$o{*zhdj^M1swir3+3OmhXSwx
zKuB>~P7l9I<cmztqoJcv+}6EyFVc`E(6KT*Ou3~OxLt4vzkS~r>xa|Zs`fgKzwLdM
zun%3tPKy)$)WEEgMpTNO3niTmGTrqBLCo7S^*n>vJcx12+op98G2yNnUcYj(aIC9p
zkHT5-2kO_vZ(4tz7%y(rDO<cu`jldj;@D2M>i#vz;zA;Fb4K{49TR%^@`J9Y!9X)0
zNuWnKp_*4NUM&^2{*PkqD?zg{uR<IFa@i1X812cKJlv#_x4WI$#bYW+CseH7HHJ(&
z)@3YY8f`yIP1{@8d-v2bN<%1KnljkH8k%1hbDdb_mv&?7GRPYv4~-4Pn}V-a1vWm6
zeynd7b5u^0?g!81p}e@pW^kCZIx@R)@jLUS%NFs~ZI~9T*R%9U+TscieC0+vVQx^w
zp7h=HJc`?f09^?+s~!cq{G#~*@<VAq4k(^KfABQ>ri*UzJuJ+RkAvmvbAM7qRKDhD
zF~Z+cW-da_Uvyo0Zvl(30?OdEgp~FjT^U=z7JTvVG*L@1^ov?>_v20_UbkV?qQ-mg
z_-m97ivoXdGC0nkd^~9?l^wpVbe9NZv}<v%sv9^f?wwtTlAbJzJcNKKy!*ORi}a1O
zI|kTZ_sd*7OCe=8o9|?WX+wv-G+wXjuR8N?_n9#@j3SCkatT&9vh7znDOs55w?P6A
z1CdL;%J(-SfmV6a{k%e-!cZWz(q9eg3R2)2snj=9HLO!{*A--ERjQjO$8mCf|BRl5
z;&$b|=I^SLYB$_;g3p>&Xc=J$n-ac`J3f0U(PbO`5w%Ei`%6*jO`l`;n{JR^SZnjV
zMM+mYyW|cV$<#|^efYfSh50wRZ<Oh+`N8suJePx^_NV%)rtmDHkrl0G`PjF4EG*ib
zk;>a;;xbuxE#$VU?exaEBOTDgY~Sfg?J_xF|Cm3}4*!EC`vQvR{v?+uW<#ufld**j
zKNy{qk2-)EtXz1NEFE}Qf~IioK2c%e7YZpfRx}EumG)HAkZX04`Yztvo+XVZtg`p3
z%pfnq^~Y&v2q`Gkc&aTkSxu#<Hb6R`HNw`W`7`nof&=vs>dF~0M;4HENp~}u(}X)T
z!nU501SY#8M1|`XN<=Uwi1?Am_I-`oNrfK=@bCvB^-~50^9OgW&jS~K1=!xa{-B`r
zV>oANb$&zH0*3iN>3z*2ZOqMny4kZOHBZ$BOH;->$bnl;;oSR;;vK&fFFVJs>-u0~
zosv|vhYeVvsY~k2(Xzb%rN|o|{GAd~6ih2A{HjC&WgwnfMWV$#32yVN>v3<edp3d3
zNd|51GfFthGM7)v+o0PiOV|y=W``tQ=LY8$1od>S6rG)4u)plvwh<WiS5~5!jF@Ok
z;4st4H~n>Nq0Oa0fZDmBMZULYkFR45Zy)VliPk&<>Qnq0Lloi84$ME|4+~US*{_!Q
zSihBE%iuJhutZjROmtqkx3*~65Afp%j8b3p5wkjV6`0~AxpfiD^%)0GAwqg5O}nhb
zswGAPnDVfFB(Heu?aMX6Wbc;N?DN#0^yZLr?(5rt-#Z?+Wf6e&4t-eZ?9dO86aD(r
zOGbjiYL#gV{ofU8K8EB2<j{S83U7!1Uu)wd^Y~Umkd75LqW)bBp3tnp?YKg%N!PCH
z3&Gx@+pIH1dHGPOSeps*d7uBFP7CLBv#^ghi?4HR1ohdPpj0-mMUNk(KP1LUkXT)u
zMwY#XY@I<&_Ng1TOLl!1V(E%;%kQO;p&x3uePovdsgz0N!p>Qeqf76{a9E`4Y`v!y
z#$`R9{t1i{pdtC+Ye_y4+CgF|*Uy$aZE17NY_$WU&cMx&r`p`F1@|qx!>>>0n(r5|
zcKfrLJ81%wGQ?<-hy*Mxg6P<O8nTVIqxrqfU1nmZvWdY_t*Y}KB{ky7%u!0_$HD3r
z%l<9TQ!|!^iTR9FVlX`EFO+fW*^O6(p^A;0iDyR+CA8oBzeh|&Q;(U4^h!vIoW|RC
zGJY6s+x2f)o@!8~(2$e%f#Up@m@Q<ZL2?4sKai#`<uGx~tti{<A84s%i1;+E)sKGt
zH#)fwkcMFdOJbABhKkf)to^jKl<-ut0FRk`#B!>dFP1VLtu4a_Gi%$2?#KVg*T|bN
zWy1TV_>E+2?Z>>UZRcz-H#wI!kOf*$0joKmH6b+@IWMIiyJGa%8~fPJm}C8vS0%|K
z)!mDoGyNdetS^ol1hWS3d@m?=spiShO_@{*97q%CK~+Q{v{wCt=6(?xs()oCfh&ia
zxt{Uu^BR6ukpB5NyQKmNbi;c0!$W};ALU`bhr~UFIsEgvJ_CUazza+so76WbBH8HK
zLd@o7N(hwb-;O95%v<tnQtuk7-B^-F#umu0bnE1Q8`1lMzsUcn2)-i$X{{#65+KB2
z%-SoEkH+{SNfWvDFj>glKY7=06PPY~E*01b!sEro7>@%0bX>`gmh_SL-}TItc6ZWS
zV|^0W@<QP0eg{mvQ_qSv{_D`!+oa0Mg(e_Ym_^!oQNKNOwI03<2jDS`s|U5ek>H?U
z?P14qKl&FN*WE(CMtUG_6$t0>z9{AfFVov7!|CLI_mascIY@97$)K6ecV?rlYrd)J
z-|8@;_qmzfZ+pg~P|Hmac}`z80+wMt5u+k_N%i?izMDR)=GnAF8+tD1ZGx#pn6Q)}
z`#YmN>hLyKA27e1cOJbl8*>4nCVI9rWSsL@VN#8HpqWZ0SFmG}Qe>ZEpkoW;4XYaf
z{R|tqtFivD;rSX`hts?L0gYPZ%*Xy-K(8i=rE01%gJ(?z_Gn~$EhI93Ctg`tu2ET9
z8=__mbN1@%HtCTqzS4&$mo5``)^Own5eBmeRy{EwHV)brG7TF;6A?$p)b;*8)BjE?
z(oiww`A0=k8W8ClKWgnN3(~~5wy0Gtu;ypM<tAzUAnKL)JlT;bElZ}LX*6DesvkUY
z%4ef4Eg!p*gIzwQ%iwZlAqzt!$&udIMdpn$<ZMAJCm<iguV0{B?BC@{dUT+^x}e{4
zwhBO~$JFg%OE>^hANjPHXTlcFnu73zL5iRk6BhAUyD0hL3Uyf%I?QQs(kv-(=Lpf{
z1DBvui*#vh!Kkc5ivg2&MR4lWa@=b3oZ<Yp&&^no<$BQ+t2Lw;3i3;Y+wh}9lHPB~
zwD;x2ynTYslo2JDtHq#j9HXJKBKv7@e5o8<OghUTEAVB+dtDQtyqDC-=BbKUUYc#4
zH_~@6C@=ymt`yz{r-F40%MwqgooujgjteBxO@Z=&Z|)FrpF_>UDxj+Wc#_A>&1IbU
zbP1MB^7$6dU`;?p-O2=(q!4u&2I`xk;su!S69Z8pOc8{M0yn*AOff#>rFWKSQXEt+
zpbrS%YBG7!JRC$FdOcz7-p!uEjR@ydkaDZ&_~IzPg1IiWW2TOrufw!@yivkyfh3}I
z?&9Ahe)W*W_3{Xi5B><2q*#v#0~KKa34h-My7kq?B7^)HxwcmX>F@vT3sgiGFNH6%
z7DB^J+^<fEyOsOZjM2Y}O+#aapFf!mn?&!M)!sH2r&bskCmr>sk1EwphcV2yz9pKD
zB_eZuXfGot!~jv|lHprXSDajKQZKQl70V0T_1EiI4%_IY^?mKTqRx|Gy(M*JSDzkj
zK7x;r9+%vQx<-rAHu47Jf35zHi4Dz;bYVBFW?(UTNj7P(4F^S!v6@>sD{;{)!t4wK
z=}?^diCi_0m|*yMlkMWLm6A-4FdlJkPIzV`ih3M)$4g#cv8<nG<SJ%W_%Go~exHi^
zpJypq@3isPTdFzrHNP9D&4}Ft7r#{U|0%lFTU|H8@kiV_B;>N}{P(U@W(l9QIUk%f
zyV7qqy>G4}7aD-jS_(;&i>1lvywuQ83uMuSWq9*0bU)w%GL7caTpaTvwisT3K5GCi
zQc^Y<v_j_PTiM}OO4(lC37+EL5e+DDCJZgnEXY4*J`U;L6*7AL!25mMhlx+M0(b*~
zAPIQT3vt+mhsZ_`SpJ^`1V~776a-B|RXY0J&o3OyKB%?X2CnTQ-X798xJRl58?a??
zCrKdhrUsBsv{6nhTi#KYqWAT-dXvP1(&Yqmf9IGlqzU>6D0Zg$#?W!tyggho2{phL
z<Sj1KMf?$@S@K#zLi;jRNS28|CB@#>C9}Tjp+ffiJCOTB&%H!IPX&73XbqCea_sgI
zTh|`f(_)yKnR(p%Uc}MpD9X#vkBm&zIducPG|gcn5;%BQn&LHC=&_jMVQg#;oWE*p
zS_@w}1-@lL+hczf40hmhoB+Pu;e3Bqf2`}TPC~Y0pH*@ZP|CgeE1<mjrPlVx#8yt4
z<->Vi;0qYyOZ7$f!|*GD7w>QTn6kAz)}88{=nR4_F3sHXHK9gM;_yc7U=OaZa{n*e
zs0F4FQ~~61Y`2M%r?PV#-^|@;s{>y>LTlu?Igehoz`MxYk4y}Ef0VJ>fybR`Y+41F
zU!Z<DU&!52h44CXcE@!G>X)N24Jm4zkrC?b=iDpgqLoOT+vaI`0Kg{5$kGYiJ98XN
z9ijLdYVl209_#ta59bPX1=nL$`A&}nRbyk%kmDZQcJ!o&$YzPz`*bDQ+gdNw&JWD%
zFB*YkMcgMLrjt5uGTIAlp##f`NSy9F{N$<h+t;{+vnnNS3-!X2_hydZuYm;1Tk_ua
zJXbo2=d<~Rg>JWj?Lzk5?f+k8XB`z)*M@z4L;=YmrDZ5VQc6%jkxmH#Nog1ckZw>x
zq`MJDkVd*&=^Bu3kQgMD&Vl*PfWD9K^FH6V*0&b_F#K_bbN1PL-`9Ozzs;iWyvj-g
z#L*}K?`Y2R4yB`gxU$V`{jRbD`7EICE-a|j?aTFhtQjB6y_;uBZGZ~8N(~dT-6WHQ
zMAJ!8y6idyQ4Hkp|E2vkv_GO_C@;&bD>A6g(3kE#qil}Hz2)rS$7<G6vavSmfkAJK
zF!;`5tFa>eIT_fRUYIN~-R0#|ul~$85!N-=s<2)XplR8<yeS~hNnfRW=DSO_IWxr#
z;9{0EUWx&BTl%px$N?ZC4L8Tfr+DrxJ!vOcKhjC3r{;%zfZ{NNME>JTWv+Vj+n1`l
z6MgziS>6~=gWh1W-vnB@{oMCZiy9sto?T*^gagXno~2)JdK-_H5aUyb_42{1=8j!D
zT7g_-P|%D7A7tq^3zhbN9I0?_fJ^aC@s^SVp!>f)(!2<I1zVGj03kyOKC|8kPBSVo
zn>(Na1A_@3)5R<re?#YW4cE_C8!~h(twT4bE8+w2g>yayPqc^8h)a;hjx4|~n~zyh
zhgdX|X#XCc;$12eVwF{HsFn|SvaYDaSZ)E8-a<fK45(6?=RX%ilk@WO*WC};X$76f
z6V0i4j8Bf1+Nh|SYOZTcs#TA~W=Mw{fgunG@nu5MGxA8)&oT)BnoPFy69XYbLY2cG
zk~C`nW*?0O`X)O|(OJ5HeUxUmV^L~nSvVR7i+|`)+RN|PtX1(TOS|{mJCYGMd0NZq
zSmf7F-<@L1#pkbymzcKp34{`SqY!ir<cBAvea%gQe;_Vu$gmuA3^7fi=+W(r#u4bj
zQe%96V|#^!wbtJ;B$g#HX1I=PusmQRDI^)`^(i-{>3dv6#!3=0Nx_TVPI_Dpn3&6s
zJ^XxoPL>gp#w7<_W7g~G^txqccR`^-t}i=c!ni<TwEQdSIN`|`_Er4_D)N3&)T~ah
zm`;OP&yccyN26WZ1i|Y<r(;bpy2!r*BOzNx%VJ=6WLMSH)aH7f_uh6q4CTQ9N_mNF
z4GaA3V?93l*z|C<wad#r9>5#i2fAP|1H1N*1gLbNOA{2d)^xUsS9CypF%9)rCvL+W
z4^TjqUPnEl$x>~^%g6gU6sKuY%c-AE|8_cH&Sp|g!R{A3U2j4j2T>Klh(mXZ@`3+i
z%c)8DUBJ1^{5!x=o>68?b3ykpxPianb=<GSk{++Gf4&HtJp>pKY;1W{R66IoZDRyy
zo1yaF_H#dGPSXcExr&bUcU0ZnB7v(o9rX7CZ}Tldn;b)}M!QISKhrB$NaEm!Sj2q~
zT+I4Y+fZ}UZvl6_caODlFt0AMWl=ih{_RYsFscWR@T3C3%+9R5aiT!s%#(OwcKB?-
z0^>71j~?^+x$zMbZ-WLXR9v{;3s@@vyb1|Ez*<gsw&fQl1Uw#qMC0<~)264Xgaq)&
zhz1(H6k|xptgR5T?Y{%2jOSgI(krq9{1j>ZRJ<Ig=2)w6@jMf?UYb$XxAnr5`y2ht
z!yO!R)lhPOR4C+OGUW(|(<C1~B*zlDfn)4?LYUcO#_q8SmdM*ms7*XU7D}u>Fz76W
zFGSQZxz&x6Kw_<1+ptNT6{`KHV~jT*cIVU&A0S^{bDw!RBSb?$4tPhc5eC3;vS~oP
zS)zJ<;g#Ke0CqQ>x5dO=*_+zasoDgm4-VQ$sH>|#RZp0k9t3&>g+4y#lCSVD)2?E6
zH}n+%vywWIATMgMVy5o!Y;`t1U?p2j$aGjno`2x#nf&P<Cw+Qm&zNJ0|44q7s_K`d
z^J{W}E5WhJby|#(pH|1lvNA6go7c6csZD}>eBpG0d+9h~q$v09F0}xQb6ynG!lF{o
zb9)K~B+}E?Ph?pX<P;K}HZZ{2)h}}=y5b-FA)U)0@1j%NPKo}J+jO?!E1B`}@jj)6
zA8!8~)!{70FWC#dG`ETX52#_W@OzTZQA6Id{HkdeRF8z?z}qsZkfSU?w|^#G^U<7(
z-$_@jDff&E@9=HFK27lOh!S*$+!=a@ziR$K`S8cvsyTN<00}c_n$Ly&LWkO3&IazJ
z4HWvk#AxvvLE}N$-SbixgGB&=<8!hY{eX=1|0@eysna^faxs!6t0-Eyf7GAWEXP%L
zMN6eVFqa~CP)fSLV@sgtwrHFBDKD>P*QLL-Db;IKMbp5EjB3oXZv*H-0`^s_QK(|!
z)1;@`lV@?sO=9z3=S?~QjZYCX@Y&I)2Fq<!rSP1i$NOiY#B1Bb(C=z_9Q)TQT9`|k
ze%es=WEGeCU5~sWaIGgGDuN+&?V(Q=c7+t;-B0n8)zUrbXZz9`q+5H7daND}zBNyX
zQ=g|YIPLxA7zxwdd&au;jm>L$;!vY-T31(hYijQOoRi*DFr|q57Eb@n-a#G8dl#-;
zWi!=auIy!LS@ncKXlvsqZ4FA4PHgJ$fNrJZ#M-|FbVEc9eV{;_J^6gzZIDo){IG)a
zOHp{#q<v$gqD~auB%j};x`5;)A(_<LI0>KM;QmROHh&uZM$!h-b*JIBH`9arukl9H
zr$Faz{#sX2;(}IKyA|$@ebrk96*-8ZdM!L%WY)XA5Jlv7550cESEOZOczMhoYbl(9
zcjwo8;|Lf4RiN>rws1<EFfdZ|x~zF5^+L+luuJmD@^du^5vWMPD(IqBpq7TJA$8Ze
z{t%I|ntzOz%}wWUjWUX*sw-{D)T`m+tFnnq#~hCgQlCpoO~Cd2S>5!JIV{qN-FIY*
zR0Vw{9~g?f<Ft7eRF@{tmNPK}QqUvImJ*q85W|NR5!)J~^|%Y)C-*eN9^Kz+S5D7{
z=l$nfH!nY_6cOjL&v<CqCN>-(E7VdOo6|m&+|H@LD@o__Vy6XDU$@PydOy7pDrdJV
zwJ!Iz#FL>}$S_h#`5tsIA?N;+wGqC-eh0a0p?w+kR7QIA$KdBXxqY%4YD4V1<1>s4
zceh!eCkZ=$xua$ua=nHID#>2U+zXPSh|vYimt9lAnEm3;^)A3&JHkL~xFm6Ha}2$d
zmv;?anSJ2=+qL?`-49<hEkk52fgTr;84L??l-FN5BoEF+L5}@KnR}iXYTZkAXlA=9
zoQt#ecqi0WGAU^9&O8N%<sEhRV$ZMYEL8go#xTBJ)^N(8V2cG|CY^0YhNN?ByNFk$
zFlM?N?88U-)wvCV$*RyFQBaNXXL{7;F}9iyUysHn;6p;SU1pbMvByN3L#UynxM4tc
z`5Vqf#`o5b--^j)n$7gXXbuWW)jZ5gK6pCS{HOwyGA9+b23XIGr9jDP7Fb2`Qlt-}
z=o*S`$xcsS&3ZDuqkB;ktWP-Kf|^8-sQwf*hl}y577m-nhrd*j>hTpSjbkB~HY*j+
zEgbp*krfe*u3fOegSDc*tb8Lfp=VA8`MSxxOCc1^5}d%BD3G(Rht4l`D<8+8p^qOp
z(K$i%Q26cX>V4@I&dqyS(_Pvj(aC2QyfnvNt=C$RP78D59VhwivQbx;#z+vuv9@NR
zg177J3LexSzBx1=qX&<pwhTwodJ2N^pmGwyOk%_QZWD|wzD3&Kl^ZxU*B0x9y8>?J
zlR7K(_LbazpAa0)36AO~l*!U{H++y+6@T)%&lAK_RIS@J5%g{u?!Zw~+=ju<g|YGt
zqwL;0P_i+|A!C$=I4WnNMbdY(?Q@$x+6DVa4=_Sr`9ta_SN-_Q9t+Q>P22F!;+(!3
zhGUp0^AYjWjMgAMBc#ZwwQ=d4S=$)Y{~G2lypl{ygNXO$vG7}V++;9aW-lFkyOCf(
zO6R?B7T@t>amrA7K~rS?ZIP~KX<3$Sid8V@4!@ke>X>3`znqBZ5XsNBEE1|%J+1|5
zY+>abyYQ!oJ8{9g3}GVJ!0Tpo@w#zd`$xPP=$adbT^8=}O6fb^S7cpCo+i7$sQr3_
zDvpmizZ$^0N%17B^1Y}=*u`MB^fuIu$GmBlT7RP78M<@xh~&WTand#e&-ZroEr#?s
zh@N1!6@u9BN^vkZ<OKB8;9h#}Zf<K*anLY1NOS%R0`z&MF*O9KOPxzP`sL=;?tXt?
zU&I4uj53;f&8_Q4VXV^(F+UQ5A19mzWOtAK;;CNvo_j(tRSiU^{~Q=Ve!rLI*CZCm
zr&%${sC6LQYcTOPn>|-WfVyxqhHNbbSzH`mOohkqsj3r<FjS*~(KlPYR~;5+0y}<e
zlgon!y(~{+mQQzYR-BPvHD|C(iDM0W^R{$Annqo9pFR&#MwjZTs-B_r5!3Re<sRRe
zRxaG*ZM6z{KaR%%9!u`P-eMzuq3Q&L=fp3T&b;MU5+2xb0(tA^d*}qY*6(0!%{nLx
ziQSfE6Y=pVL{h?P(_MNp2lLd!JFs|=Og@kwVjB$|@qc+_RKw+Vm3tlA&R%K;1LM=W
zQ%p+9j|8|BQz8yae?@UUfdPdxDAcZ$2u4JlIR7Oes~N_`Dnw4*X1-)qLi_2<yD{gN
zGu=4;$97CqHNXVRDjl~2`BS@}Unl-A>-OJ~=;?hdJ>050;hM77%$h&MOSIZ&c;eZ0
zo2!8(N8J`SJ!8e+hdA(&S;cuaZ{?O#O$8+1NpXBJTkhZsW-)(KI|FrFduEz|d|vD^
zpWQ^^1{p4H6q$Uh*>)J@=v%#@5mN(9tTxrIE!&w{lpZ1E9Dk?M(Uw4TX794$bdkHi
ze6+bh0Dy=#*kZId`(t;+XoyC}D_c$F2Bnl@WAVQf*`>N6p(nd(%9Os2#CCfO7Hi+O
zhKgt?WhBU=+(_`hXWX?6J2X)XvJ6I)aB~-NN<3Q3GL^8|reP)Oyl&d=mD8H6_Ry8`
za#&qbC4@vy{C){-mlII8dR&)jpg;EmaSVajTCEhu65*s<Hv+XLy|-^v8}8&mndw~P
z4C1pQ7QgcKkmwPw36*^Fr<2T}?iyBuoor_%t#6yW(9fmj%2_@`%!5T4;PAk8_ORib
zRF#Di>?K*)BV<EGEeQDMzBD3<$NV7l>bG{`kqig6Q<uU~4h|4>{zFhk=b#_ObgJ|6
zL)0w0NW{|~^0S$h`^B!TI=@j&9%A}5RQtRRnQqFY)Gb$YYgQwv!{JN3iu2hkSN(2v
zPrBkZ`;0KTl#+FNT4SGZtO1*Y9UjH`pq+WY8h5X^L3EnAmtM!#@WXFHo)ENQ`SM<%
zXSqKeuYl>F2#+3Tza{_?5G?cNjnRilrZ3PpF$<(1^6qQ*YQGMaZ6!ot5Uc474t-$@
zo{a4MW<p}*+}<kraGtS=?W4@(RM)YJiDp@RFmWf0{2<5y<P=5$r2dUPxCAoQ^UIY8
z4<90`*y|GQD@Jx!W7E4YM)Ff~_kUP#fiH6T5P{HikPGEdzv=zwzM0QP1I8YeQn<t`
z4lp#c9miB#3YnBZqx5#(hL!?KRykW#@F_~v)DRij5J|i$i@)?W0~@EQyUlcoGP=GY
zpom$|`3O{ysK^Tcu68HM+--ce+njJte>g%!L>$J+VgSi2>9`!GmwxZkZ0UryKj$bm
zT<HYK*VkPxKMN+Z#80>5gcQpzM`nZD3|*(DS`*pB!S%jWV>kUams!NhaXfcen*&l7
z0=`6{7OVuEdf4A_wac|Z^8lle<zxQ3U4}aChq?DMyNhe{+T|LA#BT2K2V~fCElA!H
z<gk1xeQh^rgzQ)j@O>+qSIo7-F$UCB=V{XjJ2ZnZ<4eG{g1~+z@%2US5zV&vb2kHs
z{6fE)D-z)mrZ82!$RI01azY(lyP*AO<+`U<d_eApXTU=A)T55uh{fQwqT!Q?fD|LY
zeiE{Q!O-aI(V$ojStn2={C$Y$1S^6*_p#LZ!GhV*3RYb|(?h%F{Bh0=nk)32g&R11
zc&n^<>7_YXm!s)oucB$Qk45_Sauz_BN?80;KB2YMD44xxJNI#x6I}bTBDD}NvqGRY
zTTTVV%=p~mjqv`J+RTWk`?y6?rSm?Lxzfg3?w#3&uFrvvVFRBfnUul}9!t!(;?lA1
z_NiMR@1z7r#6K$YHwC+S-k9%pDI+~tD|X|^K(0MKGWZyTyRq?F*ZulmSFU7S@VlIV
z1?l%1bGhZ)`#n!-$8<Upp34eiGiQO@R5;xxGDevj$$0p+jRL(Z+U09!@xVc<@;fa7
z%rVvuk)R6MGuieTCqm-b*bl_y5t>gOB0#bJ;v)0REQuV3!?>Y{_4GYpm;8*$_;|GA
zq>Poxy$r!qRBh%U;K=hR6<dmIY@=tmFdL~K*-!*%Bv%N&{U@JvnHEL!iVhx-GyadP
zOAz<JvTiwRw6s&D4B|kfsPVuKh=<cWuu4wSK0Vmvfh>Jq3{Q3iD4-0WQy+7UOBx-3
znp=Z{&>7ngrPC`Q?~@5lm$_XeAmq}h0bJdgl8??n84Po4FV8P}nD22Y{x<<&V@mr4
zkURu_=s5KnzSSK5sNQUz$HXtzSt{rwuaVJZyoz2gGnO-mSyEh^Gg^N-{Pb{}@9C*c
zI8JfVoCctfS(ae{y_A4U*c(Wkd&D_U6{pz)255t$xy&LCHUpr1Ra4g2Q9rVl?EQy=
z+woh$ZTmL`w}f-2b_T4o%;o9=L@@6br5*yxE(_Nn{QzN>m{vOUg??J8#q?6e`OYUd
zC5V+7Zvxyi2*j%7Jw81c4Sz~9(^HkMQw7F9xI0)t0}1^O-w;m|XXY@C0{PC6;P117
zx{b<f-ec|iMf>70+OXgy)w;3qmV9rPFJ-hPH()dq*)%Fpp~w4?m!5m5S(+pwt~gYF
zhMB*rN3%cc6?!;(SPHQ5Qh7E{tjxb7yoSiAMfX3nWYc;AK0N?KTmlH2yUPvUn?+_U
z|3e%QMiU2e{+&3Wy|j52{649?6HO%OzeLu7EkUWmQV<}#g4_YhaF0U)T$(|y8qy7J
zfZ)3B?Sv2F@N}EV8_^*mhPguQ03gDVT}xDQIev@(e$!?gPC!n*=gefq)B)Fy^Ti*Z
zL{llPga1RbBQ?KdJG68n!>u+qx0z5#0?^q~2TNeVi)Mf`05FOZER$@TcHNA+OHHi;
zRshn%PiVy-_&S4(#!k8IBJ^ngOg_by2aMN1i{1o!y<P$DX>PD~Q)AR0oB+0UqeuWs
z_uIF-spa=r>jtn-hs-iKTFjv#&3pyW2t|p^mSV%RKnpas83IKzx2sG>hjS%=`X$lI
zdx6r#6Bqrzo>G0=l)4HtqDc^(WZSUOV@UoA*^}|sy30P0{~=XzKzofnoS~T_V5e@y
zt~BI_6{RPLhrQ)yr)6oRB!58){DmeLTzjia)`^dN^;W8<-OF7A?`$FU=eLxLd6&Pr
zne@L24zdE<F*Rn~92C`JIf|%hrgW73tVrFe!<j99%SOKqpap;;|CEUxd#S^zPU8^<
zIWloDSe1_%2d!YVz}Twy@^|UzG1vuM$H~+w{N>B%u=;un_R(`ht+gJXAE2->r33I@
zrPLg!W7g?|@KQ<PGb>K77gvGy=s%>_-~^w&?a6-B87W$N&3NR(iG3krnLfOiWEQ`d
zl;6k3);m{j*#U^Dl4vot`Yctf{*i=Qc8F4jFz;U%?&T(2>haSZSc>x;%)o6Gfw-$_
zb3RWHM(42gO~0Ymr=kP`yvs1J9}Ncwt^l7G!EbK<k_Ao0%ek8X68CbNt>N`J*f>DJ
z^{VIdH>;)v4BpQ#(4}%4wLTIkSzi=b5b%lT7_^)dfW((XrW_4RJCLeHE;#Gp$?x#9
zg}k@?kvAVq4W$TlSp{~e{=T(7p9LRuo=8Tk>ihDWIh(6ZDgqveBcD>OAlb2nQHmom
zjB)Hhi)NpGMZ=q?1aDccl}zH^+ep`^6i@S(Ka*Tr3Usi;zOE7r_a$=V7=0)NB260Y
zt+_=$mRYn8RVu*vva#SMbez!zG$PLTc;x|;{B(tffuZ5-(KaRk7kRFxCiWjq_Ca&H
zb%EYU(<fUC=5zqMj~Se>0LH!80#cUjnU7*CiIU2SDVTgnb_2Q;Hq|yt9W8CPKHfUV
z@qn7FV_S2Z@~m=7?GGKa(FZlyH>&XqHLz*}x`9RzVGRR9^tt0taq!8iGSE@7Cp@+K
zn<UWkn<Ow6%y{9wMoXUGsVI{GShe%O^|IEcK4Is-Kpg1g|56s(ul+muU!%`Raj{nS
z$#ZdWp-l81Kb|e9(*1x_Wfr&+GL#K4TPlNQT&DM-I#m7fK$zhV8?c=U`LD}e&CSX2
z{`N%^NP@(}cpPQKrrf%3>>s!Bn-dQJje@#`ZcLyzS>|H<gq>`zrpy^Yt>}7oO_Sag
zKp-TGs*&YNWNx3kz+KRmd!<wbM%=y33l@n)f#oGl(vG5;{5FBFAWRJtxFtcTV%CNb
z{w@Nad!d-3fk!#i7a7V$9yi?pNnr*`0%l9$pCQtn_mm~b$#@FXT6JyL26XGNayXM8
zR|d?OneaZkQZMsF24*E@l({prb-P0)XH0fEV7UxCiy3#sY6et-w3Pz0I3rzUPj>DJ
z;x6{p!2sZUGJxO!@+9N%9XM;sKe&GaYL=FVIyUF$eov$smEZGvNDYF+Cpqka-#44e
z!T|#K6^!{rb5xBzVi}G6K3_%_uD>A~ct0^@u0(g(o($vEt2Fx_Hd%X;6&1BmS}Mw$
z6)txA=_An-S*+mR1R*cvB{vXa7|CEwF8ftfTUc<v1tf||5k;GJRFJ~_kt?~`-LFAg
z%$&EpVNY3r3Dxvzk(@k8L_7>&=n=U4)%Ky7Xqb8)-P)l|(`o~@Y%;;*DWuB&#SuF%
z0&ZZA0Y|5J0L>?2Gg_Z`K82o#wOghJ+oxZUArsWvCwgwm`mem9ZCy<9kuC8>#J@xm
z;PnRJTXoWR9F<IswN>Avc8hN}|1_&=<A}92n(;5DNcWW=j~VUISM)v_Ij$<Dm_0MX
zOuo1OqDSnJ)WL$W7@4%yL<}+j0b^4sNQ4v8(<0|lYaxLs@omFSUCZnI(kQGpAJJ&H
zDF4n**8K%B8G(}fbm!04WJ?}p&6ttc;}{~XTb9ff?!>IT5F<UKOIA*!l`Iuck8x3e
zXX61G&f6FJs$q1q=f96m$?_`S(`PAT5+jt(s?hnI6iw1($7Mk;uUHZ1e7<=!crXH$
zo4PB{4(y@?_<t^8dv=^?-z}8#tCh1ew2-ECQ#|wdSbJ-%d>Ps{UU2`dsc0r|M1mpC
zGq8G!jLt#o!Ek?Cavqek(nwFj(*rbS85)=*%vHi{Pe=^!t!nbp%2v+bH_?)Sg^iVB
z|1x3x&v#rdZcReWevDRq!u&j)Iw^q+<j>9il`@KsQh2VacICc6W(RZ~Z)-pQNTX7H
z3;tum%56G2-g+n~c$|bb2P8FEoY?HFPyB`hnzFzR-#Nk+%Ty9qSandh=q6wDGl(*^
zC2S8I4)0Ukc;qY@*hL<PQ|5N{rmuWN25v?(x$_mvNQDA5(qH8T;OzgmV`sF7IinaA
zF}oI@>|n(aW|#z%NUUY*<bE9JBETV7?KkTT-(2o#)n+HK{>!rY-L*Jb2UYw~MbMM9
z(E=F;YZJkj7I}^wi0OD~m0D<5GQt^y?-u8qtkPhEN;w`bYr*b9z7tOUOd(H^BRdPF
z(Oir7q?g48x-0xUdidwlEi2$(152~XRlU-eSiH7GCUH>0T06^eY?!RlYi1FSJFgR}
z4S64=Gf>}ods`u?S`J8WI)M6OxWJ)-wKw0I$zu#-i<LSAy@&NO()zNx-X$H#V0eAH
zok}(?SL&FeWU^fQY#|RY9(4i&|3ANi5Osp4`!zLZ^AQqp3V~~`a*Mpk8`U;6J%Y+P
zBPI#RD|l8syxX&l!5*#7k;Dz_6x12UN4SqkWz-ngK_S$lTAJkcllKJcIieF=4vm-+
z*}RuKAZ5$@|5Z=@?`0(e6?~$UKKUnnT@db$l&ee!<;S-hXBu7SZzRVTy@|mM=3Gem
z@an0aN@@r=IdVKhSy?Ry=JkIYc9*9L!3_&k$hFv|0~ot_)4@MG22E<zz{&UTa=lnH
z>vxbflj?K4tzIH16I(iFT}eU?k8`R8?HoD+s}zvr`{#|R!RZOe#aI<levT*LB$NLo
zux<YRCk)T*?obzsXGKW%<t{at_hbGdji@zYy{9HAoJm9m-_9uiUuP!~<*Ja)Y%`9<
z3<(WBs$@&1SId@<{16}9(jTW~*~xm!$Li6Au-`6w@k?<*bA<oxB&HvL_C#_N1JrJz
zdqYoyGIV@%i*Aj}{T0D+nmAI*WPK~IirlowQ<AOd;)J95KhIqHg)E;c4q@RhALN?K
zg5n7%w|`gg!As2`is4vdmfLq7nQ&m%Szr`u4_~Kec+C$hgi$xLBYxo=Cs72qB5&=`
VRNey|dsnW=N-9YdiobaCe*lqJMLGZg
literal 0
HcmV?d00001
diff --git a/log/zPythonScripteTest/err_n_plots_multi/IterPlot__MultiFO_Rho__fwi_CGREGINNCanonic_iterate_m_allshots_5_1.png b/log/zPythonScripteTest/err_n_plots_multi/IterPlot__MultiFO_Rho__fwi_CGREGINNCanonic_iterate_m_allshots_5_1.png
new file mode 100644
index 0000000000000000000000000000000000000000..0f991fe668b41849f514875af709b91d9929e810
GIT binary patch
literal 31176
zcmagGbzD?!yZ()OD@aO*gn&qQw@P>C&>;=d9V*f(-O>$GLk~)afOLa&cgM{9*5Lg-
z``*vq`+Ywj_=A}>v({DTc^%*LxCm8Nl)^wIK}AAB!jO>`S4Bd4s15vnM|lXm@|`^`
z9|_4bT1Nbhx<~r{f_wV>c%vvxN)6mlA$SmA_x^$Dx8m-<)Wn`r#_K(N8Tj&9FHOwD
zyk}llUrst?>_5uTWfO^g38y4P&ki<8OGaYvdSYtJR@Tb0>$)UB4TTZaL}YI6k;_n9
z4ONI7PC@QYtS2OMM^ZR%ema+F5zN1Z=)eeL)7dm}UegI0608fD_${Nj<FgB?9g~ha
zWjJLE3A70wn&-~CT5I9_jtQzZeW1xWwe1}nf4T4g32DoZqa;+nsAI}ikYYi5^hQHp
z3vb~gk_{a+@aeZ8WfrmrH&i$v@n%y4o)UcvI`2i_uTm&TNTESN&ybLCFfb^QkY19I
zyhTEiu9Y`qpBZ&Md?BCXpztY*va+9Ol*>R<H8EK7134Ke?`%*0+X9`wc=IwZF<!)l
z&hO?A<p1?)F0Mc%q!>#}lm|#JMt(hei1a##Ual-5|4W&AMYW8|)*^m)TzWv{7D|%e
zNzZ8>5e{R*ThFU}Dbm$qvx0>%N*Q%i{w-|8$FeE^LJANU6Z_An)TQLs^@=IhtEzZu
zk@eGa&%79)IGPUANnDCLlOf8_9ir#iMTcq{q?*a~I*RK%=WhLULEl3mg3>WV{P6#)
z(Ol-C+~poQ>^_W9@ON`mAl`6F-pD~2i1?2f<97qDF#}Ff67j0ri?j^5N~k{_?1W5r
z^SjiPSn%$WbN`Qi{JSSoVs@U$Ku+Ic=7;;&kwHe{yQb*hW}D<j@o<x13>*qZgk*kJ
z2JdQ#Z;Q7zTT92Y;OWyvTa?jtKRaO9Os?8g5`U__B(eRA`hV|@KV!yaUOvKMCN9${
zj!&#os8H7Bf6?b8DzJ1s#KG}$E8o1=FIDXed)U4tc7<F6ok{+KcoC;cCz^bRu4gKH
zo?6yVfCbPV{6D9H(WBEKib%?w+64FESX>+Ix%ECmM+yx`T&}PmJaTQ}iy8;&J+Hz#
zH5)Ojt3Ef}VLnZJztLIQpCc&hbM}uZ@IS}0Jcfi>>?vI)HjRdSyv(%&_!0Wg(!m1R
zH`T>7LzQ?+JHyjO+IXJ7m9NNOak1$0z9Nw#?q!=K?s_p{Kps+6sHd}aTJg_`f_CxQ
z3s?rSBJSe}<>hx5appP+2{Zluwpoi4&HI!7<GpXx3idpY-gsXg=$GsD315ob77D`N
zh%Yr><yB@nyQ~S45h5n<({(;YXJ;E{=iSM2LDAxJ_@&L^u(z49hDKK(E!kN{xMEpF
z1=A&F_g}!Gd9A9Q$h~^xJL_L(*IZXuUR7nj+Fky9w|*8ZCO$Y=jx`86+9@6I_gkIn
zjwI8BWJD@;gTD5<^YuF}`PNG3@tzZ_7-XtrKQMnfjOQ?Qs;F6mUuC)-A5s%mzVq&g
zBbxG4-II_}Vh%qmq#$(3S=XA>2Z8T7_?qZGG3hZ?eSk2JLVk)F>-i3;_us4!ZkEDU
zY!{kN4a1XI^=kJ%6E0cX4EW#mbq_$`g|`RS%ikaPt}M#=zxB|kW_pB#G+ys8yc#X|
zJ7{;Pb@yT*2#eyicpC3v!$s5WK&zqSYsBKqBIdQfs`S4e+$lk&@>&&TOk%lhnD@rx
zM|9Tj>Yf8JMgH}eb~uIq%F_Bm3egM17tbH}kRMI8wTg>7K<Y~3W<+2f9csfZ$CX`&
zcG_*`yWkAy%{e*Ox5GEc2i(pZeyiP>=a9zzxikVMU9i!QQ7lnCtu`x=jg9^901>gE
zGr_f(V<}R|@YcvDIbWd+Ri3~H-3#l&a+y(%o#j^hFPg|pa_f{8jw>U}q0{JAE3xVF
zO*7n|Cc58!>#C^kG12kK*b`~d6L*y!;J9-La1HuWu>JNpg~;XbTg0JQ$zXdCc-hN0
zzY9%S5XYl`h4Zhl;lDzx;$b@>bf;Ztjr)+>3a~{-P<j7jU66DA(seX4{3OTD|H8#~
z`kQ%25VKrTIplWHB1*)%-+W2f{MT1VhC@SR<N1#^hzES$pN9vGr({^;HkMkKws<v+
zT;q`Df2N|w0=tm;ESU5b1&cx$2)(~cN*Ng$ILgZ#$plk%b!QnE^`GA9vA}b)?ye2P
zml*G6Yb++d89!oRtl6F99-nexl=nHfrg6C2{4~=BA3A8p+O}l0nY3?O>2DUfv-G`<
zPlX5vqi-jb_W~E|*V{YamJl%Ox-HaglCzs;VNR;!Aja_f{`81mk$9Y}&J2?SJ^9^0
z_*^|N_K1NuM%xjHmelF!%Ee1-*l)eRsqJn*zbDIM!ZCd?&0WuF+s^r*wZ*W_zzLVa
zuNEc<_uWk_7YwCKko8?&`vmdm&&KVJw#_nLXc|-!IloD79OmW$b8*+h)=HZFFUBg<
zkFKq<MYRLXk&psPK~u_CN^PkI#dvTb@Gn%q<9M-yCaCuqR@(F;D$YnUyIAE-pFi|u
z!@;b^ifVTJTdQ(H<V;oWb&qIc^Dk6PlJUz5L6+O&1Pg-tkK(m+_E3o5BD??XfYN0O
zS89mu+;vwa3~bVs%0@wpjfh7`+cOq$wX0#s?LkGl@ocT5mVw{9SJVty&#*@#I%xIp
z_Ty0D{woyl#j4!U!K2`rXy3a&Nh*?GZI@*JO)htf)B>|{51`)g;X{^8E=MlxI`D@5
z)%B++Ql?5SME?73K9ER;1&1cI!v&j|F9$0rXuZR_ATB%E+}y1pMdi%!laKjb{<<~q
z#_oCyneX5?yF+9g4F#vr;);@n<(tZjEfpDYiZZ?1(Sbt`FQUxH%~IN#&y3PKM9uAg
zp0mQZO}T4`y)1UFbmwQrTRNfxs0&c;7CtdQte}_EGOidH=Ru>%c_*zn8gpb#CxJ0Q
zb7xxQ<$7fp?3b|<B{%&LJ?Hr&sk_;kQ|&gZx%{LB&8-d$vRU}F=|$3M1Tm*ee>{7J
zLtRP9$=O)J()ng#$kxK8wbIqyhkb93!`RQ)EehhCm|0xs0aXU%9pAE{!+iTkw+H@F
zA>^s`zn!J_cFpOd5qS%VDu>&KXAoiso7sd_KU@82HacbK9Cgw$EQ2fMsbjpnNRI7$
zHPW=Q9d6)Rf0V_V#ouvzkm1>lK2RO9HCV67&0FtfsEk&uf)w!b=2TdzQm3Z4oVniF
z;&g*qaCg$4L0k*f>#XSR8pCjR>&bEeER(_UkjHGwy}91uc8`3yAZWi-%i%@NPDvQ_
z)#0{pFf!&|&1PnExt`9{WTO9VMl@zRIO)<{5Rn33gklQ3KMX&B`7TrUn{2!6B<B|D
zxh#h^?{~|^*Or!yV(y8Ft2dNNiFX+$E`2kWTNZ6T6v>NWI=2Vrgl0uqZdBU_1v;>o
z3V1ndF}j7u%C`&_6*0JS9WVNUyeIl@B~XR)-JaT5z0~G_ZbrA+Y@L5u>VUsyLt(bD
z)Us$lE1_G3VcX(oxb0%g!eMm=9akVsm1t3xs&R^btfIOzRnX~6A?n3tdPm_|FBcwM
zH)WR6O{`_X(m6?6F4P!%>}2pwK=5G>>l?x$g>#QlE){k2@L<Zir3hh>FO<hQNL<J|
zn8wM8T6ugs`3W;x!~8pSQ<`_Tb(f)ZaWejgqiUk%FL0N2W*5<zA|CC@-4YU*OM&rF
z27oPMyt&SlfwN+^1=w0+!NLFXl89$^5qrK`!cCuRmT-Hi%{`<!5YdT^PtFc~_lJjA
z^4Q_9EyiJy`j<P*n8bQ&)APX;<qkHuS$(cM9a!!fG-Q0g)O35O5s@g=?dZqqFswiJ
zGaSC6<qxWPr<RwtJ66~;UDXj%l%H?cmzEKE+{wiQX7au?rIO88y*;Rr`umRCEKNt9
zp}11mBSRU3T87?+AW*=YVjsS<nB&jzyF)Rw7S{9W)o|xVA#8<oz7nm<l4qC5h!j3*
z&awTx;?{aNQ$zghz&q<FZ1ql>*L^k#lTrK~0h8WE77b%7Q?;qo*gP^!=L)`Um`Z*C
z%WKK|L@J99pN{JCW2&CPn(>^9Ce&=Y>TzS3R+_ao6-}6&T%qW%uc82NV&>C<wr{GK
zU>z6pLvgD&RnoAK;KS1x9Gw+f)TrRB(Y_v>;apD5Eh#>xg)6HQs5agdsz~sle|#zX
zS>xn$5!>(46?`>E@V2}2{KsfXZX*8lLFg6y>uX{my^iTN70rgX`LE~P?3=DDpYz(&
z<Scg}le(AX?11S1UVo<1GjKFo3cV}%Fnr0d13D^jnh~x<!fnllJu&6b{5xl<748@O
zi4j<72EO~gtSwgr*!g3{S<o}aV)b5TLWDAyUPoTKRW*KnT@G?L@P<OcWE)fGVdq;a
z*QII0tmsNr#vPNVZRc}_cRT(|AOn!la1@zBw8%vzT;P^)7=Aj~9)D=y)E^J^Q8zzD
zNdTh0QBp}s*z-#G4lnDK9gyq$(n=3ncDK=3uYAPkNQAwP^xgH`x)R*WZ{BCv&A~6X
z+F*wx{uAS8Bu$_;a$$z&Bw&A4kfC(XGnH3yun~NVOrOy=Dtk}8fVp&(Qe_&Xf3d(y
z0P{agw=nefm2jCO;i-iqzVo<V$yVuu{Y>@h!lj5OG!hGuF1;D~>~<PNmyTOQbl*@_
z8|b_bcYD>NUnH-QA>C<gyD;_A{0;R$T>?+D?%or_ymqIgG~8AXTKzuWw+H&?IBUku
z)_v|+K0SAd#%NaG+m$<UW7%Fx#S|ekx^DADh<Zw?&GVZd7ls-#nh8ic(xZGmv!ML`
zlt4DS6UlpV+1h>2(r?}HkVU&;?^A*+MjCkE*0!Q}o7+-($qG3_a3#bSwPP&lTWJK*
zch!k!H;}SZ&Y+N!gCJ!dZ+bt2YIdhnOoxt9&F5JrygT3==$;m-xGPba8hNT@mBv2h
z#DSzx($v;T=`rJ!>rzY*+nd46P6Nl21s^SYl>E^F%$|j3UW>BYeQtz4T!2FU--O|d
zC2I9GzK4Iwo4xEA*^`%jr`E-=_Hx0^+(Sb{w~rUBkFDxNA(oPH%$Dd7;3)nm#Bytd
zNb)jrQxQ^y9@;IAV;Az#uW0do4!aSRP~CsZ#D8i8g3&G9u!aKrr}~PcIG&uWj~2rQ
zdrPEKzkJGc%7b0zo|gaRX^F}%&fZ$~GE>_MZ{_KVWM@n=9d18m<Yqi0p+ft-{2Z8D
z<m6I|p!MV+mHT|ooeP8Xmj#g0EPSs+99M$~2iLtUm4u<)uDm~)GoAVgF|YfgA$tZ@
zHnH3`yuvrrD_!A9m7umpU`zk|yNGEIy6{aAeGjQHO@^jn;v=TFL_trHkbFG1*WD|c
z{p{78ZEoZ1Trq5RNiw}|&TAldjcAbbYe0W&gHkvzuLTc$O3L?ZswZ4sF@PUdR&9aH
zAA}Wc7wN)o6sk8=kKcsZGd8h0l|7x5!dw5Aq5e4SOO0oO-K#X~mAI1@bY5Cyj>$`u
ze7dH`=AKJa`MWMjkG%r38HY<{KrSGhPdhHzNlJkd^@bkD`=u3-Veo$6?SbRa3@5Du
zNrqyfW_gMCN%7RCD6C|ak2cHYmxd_6Tt%m2`o%lrNeA+j%ieZHuR!Mw5z$+4PpIY2
z1Jhxl)uT{cNevARCV&4y!9yP|i-Xh1NM`8mB?JmS#H0}U>MJ7}eiR&yQ2!pI^Ya3`
z_0iK{-<7Ax2Ip~bS>M?)J|lP)knt{ny?}RD^g$~8sub8TxO7JN&QvFw>ttPol&M=V
zJNiPwqDxS8><s_Ks;-WQN@)Uav*T5q(dl=qr3cqrx#w+}+=un`dPE+vCWtH)Kzo{X
zb=e&W0@Aqi`g&nu=cXO7PxR>C4#ri<RzTeYg1D8veFm4Kx?|j={n^%!DFa^~Y-WR&
zy9IaAr!CU#_tK?rrE4J6aw9fQunCRtw6{;Z_6|CmA(-~a!F;*hT-*g{h#ObORjbq<
zuO}9j*K$|=LsnJ!k!J$&CZaI%z%S;<6#Qs28SuYmDprpuOhhv;7NNLdNX;q&jHx~C
ze+l;fmJ?Dk$6L#EA3?@RtQPXw4_Ak_jF;QI$cd$X;##{HOYIJ|I^7`qaZv{3HfRvD
zc<q!yhhU0bdtj`%dUJuuG!^;*z(N9Om#%Ic1>JcRQaB27i8U)1fvvKFLZwlf<)Q54
z+5SwQt?$j*i=6K6NuzMK`>khO?mNW;pP(cIzqAm^NYe3AEsbwVpH8mzDPZS28WVlC
z`1msyDUX=ie<MaO&}h4Q0+6cG;ue|wxo34cC4!a`{umaq4-p-uT%v$6SJ~(mWjBWy
z%vv=p#>;~%wJXc<L$cYEP6|BJiR!xwGTCg7aynE;2`*T<W)k_rR3!`E+%`i>EL~WZ
zr%vak8vUr-O*=_WOo+YFk-g&SV4GZ<``m0(kg?e9(tBuQar{KSfqer4rqC3Xm$#kW
z`j?g35CH*uPt?caHGFY>k$UMKD7|LXn$*95irQOGi#T<DUxE*Ji9MMLtlJp!j(0OS
zzC;Sg`-)&kFA`ZmP$<PB#MgVQ!Lh@icemXS`q0ljN89_PrcNUM8%wpX6fXApfj*fn
z_7h`bAZP5?O=<aDR*Tv%E!Hlr3BQBG+Qh6LhZZ$8RX3G<4B_Fn-8BQ-f!uLMzP|DO
z#N3X+Nk$cicdt2_l+fP|TN|qxcwJ{?={p0PkAq)gujYNmrWhG(C<{!VU={1MdUb#t
z{JD(pdZRXUU@#IY60UDbza_$4^U1UKwfBO{;%}u4dm~Bb&U5Lw@xH#*#xu|9*C=Aj
z{HRp)L$mC85;5BPIZc9BgKA=j-<`vF$GQZ}1r6@8Q<nwX%LIext9tg}rG`G#@gvBh
z=GZ!)Kjs4)<UPyI%ciEF%fu<1kq=`R4D#15v5%ux>EtdaChTA?v90T<&8mRVkKv;)
zy%Uun_wx7=DeBLbRo~{aV?3qrZ2t<^C{QahPDy|-L(x~Y`S|8Jg{9qkJv229<j}DF
zrpK{huinDjaRj)64siwO&^OlP&n)yl^u9>c!4iyeUYv?*JUQW1&A?<Nnm#gq1aY4!
z7C##wt2FfKD@P+_o~t&O0)hOXH-o1X{^u>H7R)-;3~7UUJ|m$e5{nI2Uql-Sb$k}D
z>zQ<_IqqMV>1SR6CT~Ea07VCnBG?Xod_ju}Z@Yw89JU_LD8BQ9&7`3{NHiMa+ka2h
z<a%*uJ|F_Q>u;Vmw6XTm_npv*yIkmK?LEtpI8bLk!3RqVA||_0I;WzbPxqOOlF;=b
zu+=IztoNL|=w58~MyC+@eY72?C=9?3WgL^(ZO#HEpOwBTLMA;10)F*I=?~}qA3@Xl
zhWki?VX9)_<n{xnu&M~M@Fl~+xm3Z5#4gcmg&KM%UUeHs_|AIAGSXph4oZN_YPH$1
z5SOVMe?iOoC2PExZcs35r4zWr{S%F)x>!zFaAjl%9SdJ-uz#PDK#Nb$1{N=`SMq@A
z@7_wJ&E&&!qH*e4rYZh4KG>mQe{zvL*)jb}r$&0QEjFu^j$m{Zp?QHIK6T_~m5al%
z&~1KYEG^%|s6C86BV`2LiQvCPX=cxpyvMbGR%6p9SxD$ze)b3;u%0{EPa22Im>ddp
z3U^^V14AwiByBE&1cYL4)By*0S@hv7XRlYDiY7tuAwvgvkw1jniT(zx-auDwRF7_9
zOJX9(hBOy~2LAl)9mxJV8UdV{aTS9G<?J|x3C>1&N6U=9<`e02h8=0UGqe$-f=jW<
zDE6%%kyd$Jw4ezmm>XLPzt!{|A1fDdTR@}E&Ajpsd|;3V2{+04!(I`0dx9%=`FiVp
z$iEw+wQ`8v{owxYwGCc@9O5O?9@c&D(lBIL7X|uM-0H-nk%>(OP*nn7uBucVJ3NZW
zB7JO{MJU$k$gxHy!samRq|aDe7e&Kg)Y?@k>O}0hFvdhld?(y~z*)hK*kb+*b3aRb
zfW$`F&hdBK%G1tKx&}dZCp5j1odTv|!$;5~wrI*jngN`wr|*5x`SsREeXFsUNN^MA
zSXgl&$`t&_!9+l(AU^m2sR@6cI^w~f??(X6<bmI;<L(rHSSP(#V9AOYjT*XgUt!+7
z#FQ;oC=;|Ik#<<dcnwP|^oST#$efAoSchKRugStr>ZX)CBMBi4EAJ&6(_>_^Mssv%
zk((BN>&el1d^B>8lsgbT<h)F7jQ%%b2FB;RQ4tfaFsTWm8qn(%7?w=eG4_V(Vd}}V
zt9UVUYl$zR`|bU4BPZWR4%9A3jUa}3Fi-v;=%LSoKSXx!QZiSzh7iY*U>vmsR&P3{
zWBqyb<@?1NLlXJl+Lr7cxS%7Ak&O<vM9aITSe$el%@~fs$#pErVLt#>W}}zufZy7y
zNIOlii{*%6hf?i5Gs@8CN9*8Q*s2Qr9^(~ha724Q$L`zEq^1S1?C-pY>4u&t=}zOs
z*NGUY`;J7rL@|9<MtP?EEc`LOUFPO^g~mH^vfxX@G5RUxltgODp<1!0pRJX|#k!FX
z6j_Pz^chuzf(K#>Lmjvd)xXhOm1@+WI(k+y#hcm^PL7pe<R@)LyhZev-WAY)@9$?e
z#(jV0zmI0~`qS=gM2=uNLotn^bfS`ZUQLo&O_vp7B9KQ<lPbe~Ds!#3xtpi{m;NFW
zwz8eXn7u|h7uAC0mF7~@uTPQ2-wdIWV~Hp+!LRok!IMQR3_XV1;MG)GbJy(6rdz~f
z`mVQy-Hk+s{qI$l5ViutZ1}T;B_^rO>SOWQ3CJUjc_Z;@VrO-);^o0t^#p~L(-<O@
z3I`>&no+})mJWuy!SG0WG~BM<(r%8t20|AZj#{e1qp7-xmTL-qp#VIF0n0$POrAdz
z6OpHlSRzEQAN`H_5ut++B1QD~->AZG2aQ6Rl=4w!P?=saw5wNt)tz<1T1>+&R>2mw
zbGyNZ&&HP;a{>S(#C6LwNB%2`v^hN&et;V<4$Ph_@HL4zYv2b@4Hs9cy1QWMnTeo?
z1MDZ$>~`6m9^_?wy;ZjOz%VQSd5llM976ubf<a3#H+iNb)_aI^x;dI7l-7<+SS#_e
zFeg>v+i69oLR(n0@1AjrYr@ERld|s1%m7uL6$$K#xbWrTh|SIm4)Sap@)VhoQ=G)u
zx|hw-NR^dHQq<pf<ycm{Y5vTkT%}H=`xX0VuqnAo{?!fl1uxGV%W*LUZg_?}D2YVj
z)OSFzg#k2a%>v`L(5faLr6(qL9*HiND_Q2f)_vHL^-Tb((HCQ8Mc5z9aU8M!eE4`o
zB+(-iPi&}9`Y0!Qb~oUmKY_ZH#?%D0`7xTQ7I~1&tuD$s4RO2d-%D2e2`~##20D@M
zqut-J7RTn_u~wx?K4P7bBZq^#KV-bf^pu|dlCGKKeLm6p=-9U=kv=}17}Dazs!z}$
zoHK^->Ui47t*Ylv(irPUywE%R60Dd3-Q4QxBJZ&2B9ms@D?`uX&i@GYZ=>0s{Byda
zci??$AbHC=5jsCyFV^xkHEct~Ss>n#L+6C1z)~LRIQ|)$gicUB#)~kqSy!8JSBpd%
zgQ*ABj7^0e#IU5E%Ub&OlaPHpjH58LWs{Hhp`*#Ee1xSVrUD%a>9yzm&WlAoG4!9&
z1Z{~r;*B~+wja|H+n2-}FRQ2!qvQSlIC(-42MzVkV{fMJAZZ%Y+yoU;Ra1(xac;$I
zBvY5T7PFbza3cTIS{?VUhUO^mp0`h%dh(cPKP5%phy?u^a-h8~*+Uq>t*;QB&PM3<
zuT=JD4rEIaeL{~ll@%W(OZw8Nrh^`naH8gO%#|K!F*RtwVUTHQN|8aiE)yv%^1!9A
zXXT4b-8XtqskF^;GK>Yb76ZB<x=m-7L#6E%;=EZ_<Uc`VbfMXb>mepP0NzLt^LwM6
z`Cl1!qgZNdYgW$pP2GD-FxBq!t~%2PL^x2CZwpQ|O#M!;`_GM5`|w=S@U)Sr!f7k<
zZH)|o+o<Z|sgGgqGP9a==Seo7ZvS1mMTm^#fn;)H_aKBE`1@wEuK6EQni&2pa8%)T
zRcdPv&63KOYv$$a*xhdCJY~*dS2|OX32wAaDygP8BfYKqG{{@GKl(p-GBXx}q)9O@
zO4QGOUg2R2Pn3@hXhS3ysprAv$FXf~)msVfQ)R_VkX$REz@t_W!M{5o74e+6C0Amy
zY~gIn6t3Iiaou#D_WU{M3FaQB+s|LQ(Wy>9M{Wx>CY*U}r%$@Z?6)lK@bOa!v*6~)
zAe}v5#>ZEdcz`7L`2UmSOdzwN`OU+I(>^eGcrj{xf*bg0X))TKM>cGL%{pIB`=Wr%
zx{z(42h%{&V##q+4FXmT0I=qFy@GR;|CHELim6-z8H(k)bq9Tg23df}b*8x6oU{`J
z3KlwD;XhMu@Al?4a7V@;b!U2ZNBm1vw_RkoYYwN}&WGXKur#_{?APlH_*@07<cnMx
zF=LZ)JGVWr6rCD~8od8J`DJs$y&C&115_r<mPAbEE<$NZJtmYO>9YGb-;M*IJ*3~@
z)5By{hxnpRHn7#oAwHi`Y|abjyJCpnT-KpqYRHi2;WU7wvwbzj3Zl|@T<3pM)55Px
znniCcp_LYcxBJY51P-OYs7ZO<v~M*9R1DkphuuYSjTj#zWOp)SMs+`I48r-})%U=K
z)r~RkFdy_i6+^AeWA~+77vKr=LUY6C3f*$0upk#Z&LNh^E0>GDm#ZtH_$2LBromqP
zvcQG%e=cNc`F;9#2O|mTw0Q7i4+=R|x1edW{X><bsS&W~Ns7~EzBiKEC2hM50Z9HE
zaR5}h-F9wlOwP_migUUBWMdU1uw~pA^5yE!QJx*mZ6+AKTew7Ca$1w;VXNe&p<Taw
z^|nKob~w$`^M$^9nQqNNI39bRh=n-6DsJG>>)J=B3_;5nCruY*`-y}~>`i>bb7{xI
z?fTKR_WF;oBT3nda<3($=Fba(3fS46&cx^_*sp_tYSxC;Jk@2&npU3ZdILl;Sury$
zV!mD?Fz4oVQ8sH=?{^@9CzWf-NG-tc|4N?d{QjEaBqh@S4}H%{Wqn9^FYm2y&$i!)
zM@D9KDWheDA5`7Od=5{9LgBDFCk=goo&XA0KAr6b0K6_&XEI&kxAUm}apDLGCjU;|
z`m87=PB3dZKWXVzjtVt0p#LSrukR}S+?J=J)YZ+xEnekdX_nFCxF=R1^wBKs<dlQ=
z_Ikac*Y*Btbeh*Smg4S2X%pMRsU`=|xAz(x1);5fwR{$L*+}7>&MH$B{hi=%3&&Y*
zsOlIJw%8aiUM*p$Vbm<sKkIMCx?BHTnCa&WK!(c&XHQp+&spUzS6T?UwZTy$H68jt
z_=2O|`8g<bE4+}@3Ap=!ncKor28a1Dy;?V^>v%kcfuoe29W)De)_KVySl5Yxk4N&>
zA6cN+vOWyQ1foS%pT+`3fBHUHkC()PZw|wpF*f3mL`kS~8r3<1l6!j1ZE%LYjjI1a
zqk%F(UFe|oD(4DKF_HNcexLDEvUOQiCbHFdgY;_jo!xr<n^w_^@_P<}G38%(G>96k
zy1)Fj9o||`=I{Bt#{qJ_3@q$k`*{Eq>A^mY`QOxd!`v4KXw%v34qGL+G&e%v@2_qE
z9?__psBw`sbomVohP8+L!<VIYgE96+Z?WLQUxBI%g)2{5CXcJF6vewCA*Ykh&|KR&
z&y5*)JcRizLaBWKs#WeI?l5JoDK@9huQT-q9A?s@>$VyGq{f@R{(9_=?Q~SSRVE5_
zpda_?BgH5B{dRS98@yw#-ob$csNx^K^KAyowYEVQL>4yTS4>U47i0?J<IV2e*mZU5
zJa)78I^!y7x@;y_uc>C6>e#0>i4f8Md;OGw;qk%%tN|b?esPz{(A&da&6p6NT#fc)
zC@5$@qs)44GDDopQrVEodb(v*&f@NFe9Rx>2i;I4xW0<R5LZ_ltMOn=6LR?c2GJH+
z%h`#bXv5u5K|!Jz7BRee$)`Dv^$3G}G&*F_%Ugri2J|-{!NSG>ibf3s4Mro?iUc}M
zXQosnqJC?Ipkm6L`bF5URn25|<n8Jq|A*hMq7w*2>8GMi!?Rj8q}n!1968QKE1)jD
zm(lgXhp^B<_-gJ8a=Dl+B67J#@nfS$Y?}e`EMYxVliOQ<FCEK!1-Dlya`0|tbUZIi
z`R%$yotn)n8!`y824SnkQ;2b$n|10TuYp(k9Y;p(L=oVXL=UCae^((F%lYqs<?dK5
z)N%+4pRdZ5xwiJYN#RXwGfb1sj}m<6f2m2}wG?(6`WJwkHnM{W7q3o{Pd#tt3d!9T
zxHoJ4`zomcJ}WJdag*n^iov_MG@EMbZ)b1cx?F%v){|1bl(~N{-R8Gg^$Gb>zs>LT
zoL59!=+5DXpqv(bqdxlCNaN<udFSEmEc^A}?V1&B#}A@G^zT}$jS`c!D=ObN)`Kb>
zu8Jo?cj5J^tG3s4JJ*tVyOZ1ReufgcY%eCK_=q-o_DtBwfbLFYJ^jvK&Os9(@eM15
zp3`iH-{_khFmQCD1eYiUxZsLeKkA=1Kgy6og*RS8HenvOxZ*AV=Yeds<1RS6Y8(43
zcA(j(oIgX<+jgECirSBMst9{)@^abUB0M#X@at&NndHHDup?1Ig+=%13v+ml**X?$
zTTOAJ>((zAq0i}Q+^a}(pyCeXNJJ&>x1nLJo%he=Z1<&WsO?3~BiOI|TYRf5uRY`^
zd8@R`410`WO!Vv7Tl!zmx=VgNn*|F)Ll}ivPVQ>jib`(wx|dsm3FifFN8XLJQs<<m
z8fY21P8tU*8jWd{X`kk1Evjivy&&X2j~8Qw9?(xrB-q}FVX-#2UicV-D5<E>46~4s
z*pje2*b?px4$j6fMSX7a{DrP}K7N*)s+?=F^EN$P6b5`W?}0#EnCT>KtcUV$zG2zl
z`>1DFsD7=F*6{W!E;5bBuCjQ$@ld2W>!wRg<MKKr1i(~B#ACF=$7?o=^{N5n*@fo>
z@Q>s`Tc`t7UlvJSd2Pr;7N!;IC@$EN{Ej3XX(B9?HGIPf%A~fMiM|F?Qzbope;tz#
zzj7mU$`~xk_U)pIf+r4}c<1noI3@pLnQ(hzq{xW>NUZy0pMgq%cb=8*S_EVW(=yod
z9NTJm{&rv`vQ#1`p04><XgSgG=bIM5fn@20QWBn=O)ILJi;&TO^cJ;O-~!n{^cLgi
zMcFe{3}d{G`f6^k1{;!>uXZ3Hn`2o~FcHz%MimRz^O1E;aju}+4$K-C`LCAp;#8u<
zIK$JF&aFaIDtp$&o5>MYYql_q8u^mX%(*>Ij8xnVtgQ07X5yYW8dWN$bHcuK>L~BQ
zmWE`p>G}6N@_~>;Y&Z9A$Sq)93wd<EJO1)X^!3(1D8{`i=jeVpDKxH*TU_3vrgB$m
zcj~5Jz^-<XBNaC4A4VdLEiT}R(?4C&c<AKS9a0!!Ojp~CJsdth;H-aB(Ty!TT#(8&
z;8Fa0%TJ>OwInphq^uw{cOc|TPC;s@klt6k5qHn^wO#rt)6F@FdoeB@+5LSw3W#y9
zN&g6i13;bsQ<njxK;9Z<M%Xx34JTLBxh4H8DKsU-cHt^LjO=vD;lkIyS-wtkP@%Lt
z_l)bE5Mi-X0xd=ianwpcJY^_D@sr~X4@Z?bcb*A#&6wp4SJUe!II>Vxh+-U~M*Ch2
z5Muf(gNXa9-``)01Q12!e@5#wxiKDo=DgU3mz5*)0$tL0KkfRw4v`LzOw>WToBPKu
zZAhlu#9+s_rlv<k68QBTPv0Z89*Md+3O$IUvtJ0V#xa$p-TB;Bdh@{(-<z_MeDB4;
zN9*dMWVd<!rD4d^dK5C*Vuqqd3fq?>M2%mhWoiEb=r-P#kNgV{-s`zv|HfP?FO~(c
zu%&u3x_{2yynom4^!e?W8>gXFDUog5dVIAIgQOK?p=EWbAS|0(IOY@7Ivi_zam+Q6
zLv9^Uf@s1Yrw;9D{&Py!$L3FSZ~T}_B8t3+?f7BfvS%An5S!p-jfz0lT;a&;Pu!H;
zvTNos#*o}MCDmQ(H8Bo^Q-%m|GJmh>{$r@j`-R)>@8z8|mxJ(I0$dHe^;Pq?cJ6$f
zQbNNiROAh^f(Ku<Y;vcujwk6>F+cb7*$gN`@DpdhbV-|+$-#+R;g`0Qo#KPUWfNU;
zcxuldoO7U96LGEE)v0PG(QgyWi1WOT)Pq;abiG^Hj4llBcH?G!m=#7SBA0yHc53Xg
zE@V8v$hl0OEm6{2bQ|K?8=}fJRm6trv|S2J`>iGfa{8|K>I|h>_@5j`HJ2TwlyYr2
zVZUK=FJw=Qhnb;>``8GLma(X=QLDXsn<gjBTI4g<PsSk*;>V+j3ZtsF67JrHS@di?
z1=&mNj)xf(S+#INfAL2T)9CZo<o+sDj=@Xb=)>GhsdEi&<61&x?J0T&dvNw`#Od29
z2ljS+I=9*gf&QtJ)zNK>_8-X%(6*Sbyd%Ja;`|Y>|HTaM#~(msPd<>mJ?`w)PFfwh
z$P;I#Vx*OvF_(yD@H!&K+g6y;)Z`z#Ug|nZ|D>80?q4o{XvCS<6_Z&Oq51WDCfr5m
zWmjqY*M%x&lX@71pS%{@{+mey@I$?+he9<5m`2;Q5%^M_?CBw8q@hXJ#nKlaQmly#
zs!aF#5~Q@NP||vOmA0AW(y${-zv{k>5ZVGB)bWQD5a%{fk1}+R(EhP#&EIOj`iR}~
z6GubLve6-~fH_t-cJ)J5_Jgq-Uz?u?26wxe69aYOA*hm68>>hA8?Np?%yQnDN5p3j
z(%*k!#cm0#y@cZ%6CZC)3q2r+eb^aZ`%nn&q`FHpC;3f%$jTWC^_PyQ<U-_KUAur4
z3l;QmI(M-si<Ec9#GXE8Pub_{W?f`?Z@!ug3#E5Isdd(kN=OJ+NAKQV*7!MGrA+P}
zAdR`ia^K4w*-}Mv^KPE^m9$WVo)2hLHevp6bO!eT+s&JpxB=%=LD1XIV6!*Ww7akb
z))liWx@Nbby3;{73LY_yRViE9rcwPy1@wzFtrq_Gc3qBUztrcd2#R_9Ue|^)u{sK-
zWR7kWKWyoC!IonGZuJ$#GKqd@EiGwRSEv8mHm6_bP!S!~*9W}|%05ps@+F1QIZKB-
zt#QY}A_u!$EUd4-Wz@C=ohG)c*@EH(ShO;D5R>@6O2Br!fDD8%+y66!a;(wZbW!=N
zgvOe05v6<>*V4oLP}-7Vt~Tw_rZM@B=aD&sz!JO6LCL<Nm}e1_EP2yxe$Re8(Y_`H
z_c&HNQ>HJp2Yps36L<JU2lg*WYD<P_swW;R9n`*e>g(+b#`f0yXiU2yiFEzWH7io1
z-#U%hn&MiJl`G9@w@2{~ky5(o6&0);d&Vg4Vt-gvo}{Uf<t+fGo?-pF8Gjc$Ok)Qf
zsBI2o!f#un%C~i%(9gX)l`!l74%YYnLQ5Vg0~$=72s{4J^(ogS#@&n^{Wr~}tl-D@
z0hhuzvJUi@)^_|tg-o(N{j#1R>Q}9U<imEJ8UY`(UfYt(kzzFB5KE!ex{Fw$1$pY^
z33c+*_CSZ44ZjelT%E#?lN%)I!2@}n4NFvydXw0`iX~T{lsLL`Q_6OAsk4TCw7#LX
z?DYhmTABP$a{rIwgB+&Klk5)mCx8`y;MsLWJoTx^%`v`ti)<A>7$-$>jnUY#Q?r>c
zExRcv!6APlgF1npH6=dI6ooSuJ(r|ArqSyGhc1WIj+X&mezHqXk6gPNs9T9`Qz7%v
z%Zf^hM3P@v#v4b{DKY3H*|VzWR>WN{tW*Z$;E>w_j|&iDjdT~}T}#>9@c<C|kUU1n
z^jI$OX)XmQUQ0+@1Xnb`Q>88{V`l{YAw@uJE+t?+?tF5Im__Dqqrc6G{R7E+KCefU
zMUX_Km%5VNdKM@$Y%mtdg2mcgzA*GJcV$9$jT~7_{u1K+g~(}NWSUI@Tw3CLyPgj*
zsi%K}ZDgr={d0#7Gm$UgK?#A^^m{^2YNFpdDBot;q9nIz3{0D7HkR>Aq9MBs;R3{&
z*meV2RrE~gSqj`%Zn;c*Ei113L!JE*MV+QOnL(%)!|_Q2;TtxXVITX*H37fPFS|eW
zk+sW0N|%3<RBB+Yx)W1{FJ+ziTZr_k;lEH^If_OZrPt!8n%m&baaQjuFyrt+wFvKN
z@5vf3drcXE?KnW)YgA5-8RI5B>>-Z#)>sxR+a*CcI#}+F^rKhE4PIM{{1RTn8K3+5
zj54l%RgWeN*<edh$f%>PZ71uY8Fu~^B}NbHT)$TC_6e$;=$-;%)5>SVOu2j5y3r0q
z_Fv|URu7So#P17i|5-lLBLFG^tuHXL_euul8f|;^x~9PfK|AZ=N9AU!6@dxNCDr^?
zxd}D;#Ut{%nP#cgGN>H4<E|!tkk2Q-ewMwSa%D(K@%rn$|Kd$n#m8Lv$P>x}XOnn`
zWAzPYErmKg$j8AL1@0Ppt5FPm`-cNgOze|Yw^Wr^D{Z~k;TAszY~G}0ZB{-`l-JB~
z^2xZ*MvOr1aby=lMhHZCtUpoZzp54g{`=Egu_C#z#~i*l9LY@et09gW%o5mgJnwR+
z!+O>7$0|s*x>xqSGCfB7+zvw{-u7|n1jN1*-YO|>d;PO0tpxw;H*2H^lf@`gePSj2
zxo_!Dw&6LX{c4A|**b%B0*0Za5}J-aSNJk!FF1wpX04m8Bl};Nn_D9r%A_^FD2)B!
zOsioWPTftOu^!T&^JV3vpEqCsv-WGjg9_M7@%vnlC^X6YTs{E8%yR@liLpdLPoMzx
z))$=vGyjbDyN<5-{Ql<Si4f9DW(Ch&?sBs53Auvr`e$@$*q17HgBco{j*%f8IdMNl
zb1$n+MM|w7qi{^;c<CY0V>QyYsTZmR=yOvW;>!9+J_j>QHFU;?tb~r0sX6v*gkn3U
zfeGO61cf$pzLvWsu2X*y<e&OnK~)#WI@&E)=4gd0NDDUY`yDMpMr~tovSI<$@I4rq
z6PqK})Z}ro1dx#MexseUfB#2n{meSv^WXNzK#jOJaP&}9NaG;6C?cWcNzFv$3|-HO
zc@+!$or7%N7pDWTp~zLsV0cCTf?!U_m4tGL96l;W+pYaBwckx}cTS;!i9Y#|K$ps7
z1rO$4?b*q=`;2nY4~qV4(Y%Ada;Ya{vI%%T&(5o<-u3@73Abec6%qv{&2~yebcsjG
zM;4T~<g}BnX7iDX<_hWa&k#Pl!YvGg*g!U3xM|>R0>a&y4q|E)U^hoXaovV6m@TGq
zr-2VGN%+1F$J3h*-JC=K1~d2CUcl{7?z?9gPRMFl@8@i4I`I92Z+8^2*V)g$KSna%
z9Kf#c<pOI9CnV;4H?6{XDSET@NI=(Ye->~~f_tYlLwdc;e=vzCfbYP~5(>u?>!JQx
zuMQg)h5Isfx~<nh#tVWVuGMO(-bEXW>!gRy<7)DbgVal>1)=`@uQHqzj?WedAz3F+
z-|si>Npy`-pM7_a{uTaOAA{2?P##aCkw)oratCXZ-O<=uo7D7PiQ9rMdoontG17Ww
zYw?w605g7b6}{)&`FSUKih>WXZl`Os>jMeO!#-q+F2c|SP&iy?o~5PMXxnv4^w;=&
z|2w%tHH5?NkNK_r99~ms^)J}Y)1}4P6ZzZ?%58C2b^DCRcWB;!(Q#^wjEUoJ)&>H;
zJ!p=-y>W)mZyq$9Qrwh>kW-Sp<qFIY6Pu>z3Um^5lvWnwTmMacO;rV|zUsPgTLuoe
zKz34Z?dCFD4i7fdeb)f&Ji0wzqOqIlb0Z2kNr0mYfGuUKB<qe4yG~T$kHPI)9N}5F
z$YeJKtk@bF_ybFozMC0Xn?IozrlxXmSgS)8bg3g4%W`QYy%C-c?V(+xa%eq0o^Ko`
zAZWC^xCHe5v>&w5|G>G%!Fz8^0u$~M%N<t!l~P=63zwu_F`F`eF7y#eyLKIK;NYO0
zp~!6#V9OOg4z$vOUj0;e1R3QMu;{vVMZ@;^hFBd$;334fc$oz^H+B}8=WxJRGyDhC
z|EM#dZSy)0qA+wllq%&V_4&2f*18V*+;@IHH+0v}nwmBTApK+j=~sD#w!|5<dO<a`
z7S2a@&XFm&V2L0W7CnD}VftN{r2$_GKqJQ`$ZwBJO<M^5$g`DQT!cr1sd-OyUyu_X
z>hCb$;0ib$wO~iJ@mtsmqP8o<g-WzJfHhD4wzK)rx2dtwb+mJ&1^*>g&PXn@q4&8K
z!1YT9mV7Vcln6b+jg58y;34$e^_ZX%tAN~;iq~FE+*AMdPH&O9e!$3s2cj=P9q63|
zOh<%uxN7vUcl~ZI?4)+j%R+8K>OTOL;&(9)R?G_^4^R~4p25rfkY;P@sMIfo*?5@D
zgy2(^aaL}vnMK(f5#yZD0FqHSZu7{?CmRaQUb>0eFU4|LEEl26%7BgYu>6|bR+eW!
zDs<yYpG$%+-u*#j3m)HfySYE`#DME>^P;@0x7QCJQEF&|`&#}uxwLUVu-%@i2@Cmm
zp}|<fX<_w}yb7>_E&A+s5E^)Sw|9<+*S;TVZYHQw-BZ<RXptupHEHYfhFnjUBpG-)
zXN7izS}wQef0n@8Y)qiaIbN0WZAx%Q1=0I?{NWZ<_Z<#krq|-sQs{e@4pLF1>Q}=X
zgM#-K_rGm`WCb#zmhD%74-nMc*F%LXiLJ7q8tF#>NX9ywo%O7vbHIIiv<6T$x6Ppf
z`rG}P5p>{;1KnL=K>;E5{(NI;xZYS&4|mx4wwi)?qyn=a0Z>9vh%EObw6eupa6#mb
zSF0W06DCxo4(6`WSzGUTup>$Mi?k{ksQNeE&tIXnx#i_h&56`(N^pqB4{v_5`+TpC
zo_)+8&=lozpv2Db+(5se)riTts_YNVV9mL*2`I<&*u}o7#KvD65*qj&;$;<f`_qXW
z9C*d@R|jO{jX0R^RhdY7#9Z(1I&-U_GqX?}hX=USi$tkk8bda{(Ntqx<nfM?#c*VT
zUJ7>FtDhR7t?QkS;uSh7x|e^us;|i_o5)L{?$Byyd1JMrF%v=OvdLGX`JLNbt>eO`
zBExj<;=ygS@cwuQYB+vI5oYYza>#nKragbWn@A)h0ldvJZr|p8rOvTG1tRAMd;!iy
z-5%uEOigm5Kc9sM?Y1$r=@|3f(*Ujhs}Wjjn_X5YjAD0(B<R0Tz0+Z=1ERR{;%frq
zF3T;9f|uKtg5TuVA$)U%@{>(`jVsJEKSS$IA5eDCH$a~t?1%s~yhIWF<}$N$2tT?2
zPP%nRK8H2yEFDZmN6Sr+uiDyeGx1dYZAjcV$g61vlQFHhGRhO)z63Tc@<+3~j1cb`
z3IOHLI-HQ#_`{c~@n7cb?DQkf<;{-2u!iEzfL&>^F-XSiJz^15o@JDd@EC$$0Du;u
z4+SKRT3T-u@UjNOtL?0u>fv@KmI^5@vdt#a9Mq{b*KXISOvfS;_MOmIid7+QThd$U
zMW=*Gm?jPxBja<Y-$L%Z8^e5q4QD~NuSJ04P99gvapbfsPn{(y1X%~N8&A^hFyYla
zj6F&mr}QTK90fzebX}o#-@ATPPxl>-4jkU?rSjX^HHu-SygyYiguBes@b<jQ`5|Tv
z_*su8L8Y(um<J$x0vU;IZ9ySVF!n%2Q+yuMZ4;$aZP$~*-uuD~gAmE<?c`?zOYlJ8
zf_Ya_rzy=v7-E&IFuBfywyE78AvP9A%M?nju(7O#xyeMqi)5((dALIn=!eqa-8@8`
z>u^~@5!t~27|}(Lft)z9;#?`)dhhVQl=vyRUt@>Fq@AC`H3^l#``HG45Wf=#_8@@x
zZ#BaZ_H?#n(<FFdF93vFjyJJ3PA`%ah4-3lh6c^J7LI{D!**|f^oI_^M`!y5SAg@M
zyz^&YSNYT~=4x71w`6F^z9<%2+wcO+|5hWscH!u>jW3GRyiNFmg!gW&oV3=4kyqrm
zBV!k$#uh+(xp+CxTtn_gy4g}m=DWUbk+-HT)P8TC+$Id&DlS|Ce33I~gssiy14Cf&
z-OV{@Llkn=a_XQ{ZD!7s)_9c@H%my&WBc7aDN|BhNfbKUm2_vkoMR3G?^)UmR2sH<
z!dBrThtJz|PBuzxd7OcB5iWM?)oP*(sGzlp)1j<7v%dS+CBojMh7_@}ITZ80Bn@|u
zJO$f?wMfyS(H(v8Y@MgB^;x3+S*TB4*gFh;G*3OQ2v`A+5_ZWc1#@#4xB!37LEXty
z*dg|8h0SLs+&FuC<vqFBjecyO1k5G-=y-3lM~;ab%)~k_n@>soum!Jv(VN6JFvF(O
z%<^sLGW|O7$q7ASGluF~er`U1L3O0Oe$c^Q^RG95oSa&if-VoS*TXTlJFwb>ZoyJ%
zY53gLz<UPJu^Qk#q1as}->v1(^+TCUKd4$OAUkF4nt$D+`~b@g$64dQot!|00qh4&
zw3~YloDpURYVjR~N&-M70B!XxTVV!|>CKsMrkC~c->Bav*7y--mdNqA8m1<TQ@7Qa
zg?!dkXIy17!AxC(SbR91b|q7T1pI{n!?P)vy9#zxtCno&!<|IxnxqN|Cm#QSM43=U
zvl=3~xZ)Kuh~^wO&F0oFa&<=1xf~}w?A1{9f`g2$$}9D`?2$=#j9-MuhMYX4>$CRT
z?J{x2oVFt3<M1)jrlVVbatMCmE}UL-CmXPY$e#CC`IPG6tCH;h*gM?DJM>f^CAf_0
zQ)%hKHYG&H<`Ta8D&rG7&FtrD6|)?RZ;0_;*hiz|NByXZb#1OI!7D4bpB)ScX7?9G
z<U=GP^amfe5DqrrKnMaQ{QzQ#!Pg*VM>KWk8r{W*G$kf&0MeHziDeyWkf<>gww?~;
zN$Ux$KIl~V%zO|tU=&{7Je4}OK!f=#GPd4fMkp+;yD7ory8nYn9`1{-4nku}w2AHP
z>#~oLiKO_@(~Whi{1hq7fuFcEVN+UkOXT$2op>*=am+Zeg{I1>JZZr>Hzl9sx^b4K
zs21vN*0fsYEBk#kDV7+K*Nbs}3mR3N_Yy*^Lr#ziV-9of%{xS8w&t$5e<7#<@Gl7v
zpf@?vJ23ViY~T~%;A#b=AER_`Gsq?s)tZW|lToLBhAMV_2u+9C#A7ABsDHAw&4yRv
zN2cwmE<`%lyY3|0ymMN&?5;ljP0)>Y#!I`%3+1pF2^E(?x%3IB-as{o<M~FzZsC9g
zss1nZst_tKT?V;WW9Q))EUFyRR*i<rPESCwtuDd@8u3HCSWkzM&<7pYB>4Aga~XfJ
zuB6&U?UK--mE<#vbWvU!JvvDqP!{lilX69`zbJF6YO$7omf@q{T(EUIN<LZ4y!NVU
z;ajgHLL(XhuG`^GcM4z-tKR(U1+4#)T<AgM#%COFb};($@<ZO{&sX)Oqd4|Cx|ec*
z7IuGD5f@1r4!TV-t$Q~~h%4PTJlUwbIa}p4^TbvsryV%@iz)y5_GyaYxm-df2UoU~
z5PqLhP%V|$PHK<bFLgs-uEc0waYq#xmlba2NFMJ%7u=}4%2o^8@n>^k?|@tZZ`yZB
z!b*AWV+nCw^SIrWn8bWbz;$ISJBu^pL7hi>tlqEH^wl%9y|MqZN*Dp+u|H*3%b)%2
zuKe?lDnv*gBe4+$8HX8kXRG76AJ$!}aMByBghY3Oe)NoMn5k;EuHN`UB_Ypm6^+$S
zgoE+m)`C76v$@&QZqs*98km;Ht_9Z7=@%ZLn@eklnhOgp48Dtf;3+58y*OWKC)YB5
zu9J(TBCxM;PB$q-zBAp2^cd9XpDjqA$%ehUKa11TTiWtEm&rA8BOiA^eb-Zl-a4Xh
za5|MA&zSh4C3$AAIJ1ZDiG0*&A!dZlmW>D^g56p%n+Nczz=wa@Bt`U3W={mzfQ20}
zDCGqDDw<g6=s08Obt>sLhhpD(VDQWu3>S{`;=#d2<Gj;L^=0eS7UVp$b+hCtPk25t
zId(qLoQNWpGl|jGag2<-Dj`WpR5F&K9T>UXIJeTk7OtDYrTu73zQf@8-6V&jz3_^!
zcVzI{178-!HGFfX7~zC$^!9lPOQlu)vFW!r=hm4}&EP4y()VD7O<US<ktZ?W`GmQX
zoS3vV@<|XTz3s=^1T_g~IV^@<s;w{ZmRdr@#+C^E5+yen;l%#qwk1LrZvStQL)nJQ
zix`Wt;<byCLH~-UqGCk)w(WYcicMu}n16=KX{=vQD!9?VlEC}b66rUTB2tM&<W}2D
zLG<P|M=!B#1|^c;YJ~a=a@X{qNX?TrW4hR<5@<E(pkCQ@+r{3@z36FfG?@%sH+~qB
zDzaR!7ZzUE4woI6J*%8SEsa%JW{gdc=nCh`_jLuVcJ79Cc=!s}6&o40v~8(xuaC=a
z<r8N-_*-}=*k%R_A$R9EvRkR5j{keZ63lag|8T@0q50#<=n8t#E^zJfvnmz0=lnf#
z8T9Ix^sxP64eIHo=p|Eb!<U<w+acZ?vp#_|?|!=nbP;88D6I1BiPRjrzcdIE!rvx>
zQUU(F%G;G21x(Ie|AaU3<Q2OdUBk7s5kKiIAA9V48lOX3k4nmk%D^1Z3qiICJ?&Yk
zG&ych0>y3<N$z<rPJT8|e>W&#`c*!sF*>+jEec;2uM{H}DSOFr<mvs=|FfwjQq3Lt
zXW#>Di+|6;w>#L@XbOGDgzF8}#dv9-DyvJRHoYBxzlXiYTXoiKpw<q16C`mUXNVhK
z8Mq#ARu)f2p)mvIQ}ypgF&%!?;>gm<0HSk!asGM!3f(D`PPVLATvVt!I9BUX=R=85
zZgx$ub|`7?T!-d-kCc#7n1I<q_<LCcM)@M{5)ldR&GMD7&dkRW!tKwx7tUQo8vaf?
z_Xi1_lyzSH(@o8GhLT%oiK5|7;_7aLe<?H*;OzAO3OnnlD5JIQqliH|bR&aEw;+wm
z5YjMoH`3A$3}VnJEiE8jGIWm8jdX(|-Q6(X19;By#Jj$=_-k0RU}o=U$9-Mb@4koX
zwUdkyciMl+GuUvET#`2$6=;*OdZ?~kFCF7*q86^gP4=Z5)3SjZp&Fg$9+~B^CP>n*
zqz|kH@F`~e7v<)+$?pH$ed#8iT)ORzJNGka9N(Fne<4{4+c+!x{(}C)0)I>Ioo&Up
z#YD0b-tM8oDW45|L*jEb(c99j>jU0f3DiW$J4_Z=+T`X8hDd&wvGk)*h1{HXQOs9Y
z*r~HOx-x4UO77haA=MTZ{7av?+*JQ4v{w_Z%b(ilNo?v<3`>4Jh<w>Sy>g{T%JUDZ
zVIzz+ahTLMY<u>JJXSEd)in6FTskP3SgIe<g*tvxLN>~}%gk8j5m>Ug_-x;J%lfPp
zKlwQE4QPU@yE}+%jxgpav`NNg2w9quTPtiW49~{Gj^wvDn_^Pl2-18f0z;c;YFz;F
zWZ&)^8axh4vq|t%s^;Tl)#x}Z>0X#8Eg8lg*^I;N77S2{S(Q`&0yg80OTwFtm>)gc
zYtt+Y(iE(K)|kv27T@p=Xmg~YK{R6-)Xz>HTf{+dQn{G(M;R`Kk*n?JFR%OuCK>Uk
zZCBSZ$mP`hW>^UnkAs;F38apcxXjZF$OcrDtp}-;*21T|E~ev)%%Sm)=Yd`>5W^yb
zF-t;(>m<FLnKuU-wZkAGo!Y%E*4M8kEK_tnwbg2CBKl-nMHI&y4Zn<6`()tZQ+(b@
z1#{+ihIgPdYV;qI*M5`|-(J$aqjmd0Mlr;f@aEoEswWc73a%fCOsIDC=1u0@Vd0s2
zMygs`s>2-f4#T=E4)aXN_FFl)1$q{8S$<ZXcGrspu-aW#@c)=+Zv#5~pBYQ!?meDR
zY;*hkP<vEQ36>s>vm&kEk<eNESc|rBfog42gyl8dT*}UHyNJz|qh7|(K7)H*+m^4<
z`m0tbX=kj3(cHHt`18A^^i6~{v<HoSsw)w{I~J(AzcrWhf5Bzhh#n?6H2xjC;zT)n
zYXEVM<dB1P&{%RaF)5z~%fA3|=r=o2BHqWRH6(66Hyh8jp?-ago5+_$((>cZTB+(>
z*wOYcJcEO-rkoy`nz7kj^|;v)Ml07vcf#h~ruhu)#L{NB56Ii|17Ae$i8KuetFB`I
z@`$<o&`;B@G>h;5k#*o4BoFyBo#S?fHbJ(WL9$HXP-Bq#1No*rL=PWd#<*Tqfj}!X
zUBFL6V%9;pc#$m6NB%|Dq(>SX-h#wirEEUN?Che&H_m}FdfW|*+7CCkWL}Rmm6PuB
zaERu;njBM=N~|bvOpaBWo@+<wZ19)zzmI8i%AAT*Y{q5+VVO#d5%#`E@yK{x92M<m
z6_u0r&ija!Ch9e3nyPHf74U~ZcbdQDCbfIGSn7Z0vZ#^C*Ft<W)qm7A<tNhVNBD@_
zFk4@!D7RqA{eUQat%D&YsXdvU!{OVdJbYVR^O5_N)foTE9Pr^^i|F;~@*WTonl{-P
zz3+>XAojC3YjariF|AY}(lLGpb!hQdX3t~R6HsC39%0%w5AJ%}p&ia@%gFcq?4vuG
zYK#b+!$(|J%!^3p7u0l0mMtc;q?ud=7cUI(4G%sfw1`60?dY{|+HNy{-Z}cZ;=l8%
zeOD@Kg-A!)@C6k1*z{Lx;SL7x`kO!pb*OM#ccDw|)54vct}24$*?oGA2JpOPL=Ej%
z{0>LLRZj3?27*<MNqdAWgBg`~FW!CJ@$QF1=Kj1jx2q@B9MI5&4XpeX-8Q!YvBw!m
zbpWTaxF2+D8`sZkP=OTV%wXFu9laFstg`te>B)Kp4QEaRkXt}{?w;$xAs^SpmvvE@
zorMC{!)EFvIxL6cXhuw|<(oJ4tu$cmKac2#+f#0V1j4uPi?Wtf`slmw(4(noK6+cY
zd!a{x#4J@o1>G7g+${JSoG^RK3G&q^+NNvgy;UfwLwtxn%bgOnFB06<c`<+t)!LCO
zX*nFsUoh(teAx43#g^sI19&}2IkBO8e=jn(C+XG>u3vy2+-*cj3(~JBjE(z;W2<B~
zhh{iq;F;QRZ&K6q_O3FkeTi>!)st!ms;s;^s@gl8;#Do;uHn71pWjQy6G#?92NNUb
z_vZLiHjq-=d;$?q$tRqWKe45wiHq!h&Y{%g{iamsKzZL2S4$W3sJklo!p9)oiuFP*
zx-=@5SDitH)%a=H57+$Ca!AUoRlcYBesizz4?78@!sRGD=(}=x7~cL5mj|i4_n)nt
zjX*I~Osz!`ngYdjkHZ&NN1*9zhu%*h*hk;pNOgBYkbWL5E@fde4;X)I31Tp5S5Z^?
zI#}@_RrPlli^{w4iWEfDOEPAIY{?r#TlXKc@q)<Z-lAu_vtFe5pp{8#Z9?ibHJ6kV
zRu4Yr;xJ9D>3<OJwRPBkwJ5OL<hNFCier=zcB_Y<>CL`j*b{n_3g5lE^UJA1MmOuE
zn@he$v|sog>|Y&v|M+ZTKWP8=DI^TXXqorpkrUGgHk&<dt@`Y4;yA+T^!cH_{vA=L
z1R+tnMs9FKBTaoRilb$*bTW)RgVar9Sbs;#AU)JS3~!CrAU#Q{g|2D!afHWdhLq#;
zd*x9Ipk++I4T)TuGc65q+5X-K)?b%@^8^R?`r~`TpTzI*8iPhy>KY;%w*v94ncQq8
zw)>^Ej6vme)QIP1?eXste6B9NrsWh3=1m@^K=j=4>PDp-N;^ZhHvIQ|0yZs?FdSNs
zN6*Qmp-{edhbGQX#`a@iOZ@#1$8LC_-B<bMsL~qd2*%<}X_accaKAt$1U%dvBta>!
z3~wu=2>nF+W!yeqZ)jmQjm#{TMZ@ZGTgj$b0qv_INV1sYM@?HbzGmxpMXGDwt4EAh
z!A$C@WEoY0b<y&c#U52}dV?xo>kE&v7Ui^jF-03q3g{k7V@|jmpP59=C$&hy78EtV
zq$q&8XQaphKR^ELdAx)Ngb6QKGhnB>O6#To9_`=N6f~>=4Wa!GYEH_+86gdbRtBhp
zh6V{)YwOj7go%^GO%d44l;Uv%EfkM5FVPEtVi^dp`-TpyD~H3jj}1DOFD0$L;^zNW
zy_BJ$0`4g1>c$@WORt)fOPF?g5wd<ZGl538qA=C7quK=r09y&4cTpJdAODo)I5sZQ
zKQoylqRHQ{i5755LH_Q^8Xp%uJ*z4#Of4+@HIE^?D0<YeKayP2x*;Bgl?K%4(7Zy0
zTu~-r(?we-E#xT@7FOHe-qkC5m||U2)9a8Za!7eH<P=5*Bnawx>(l|$X9tTc>Hx_h
z#^<#iL7%r#x9B&dR(RBWhX(M(r<-rM{oY@6AIkv#e2VA9??2L!!%@?{^xRx#pjf%^
zzhWF{RjijE@dFtw><5B%b-*f0J?lman~q!0Nw;vTL;b5A+E~<9u#Kxmy3^0nI^1}^
z0|2{(oRx9|64nj}YsX?|-z}T5h~2#bGFl{EpA4Y*T)+=`AkG)CR{huC7bmi=F$oTT
zFbNm`!Xz+~^xoIH5Vv-GW6LVl^FU+v^te!(xB89!`1i$+FTTpS-KkBxlR{gN^K!-P
zr;?;ta4xp)G0kmg!gSQ4wYC8kR~ohsVbQvZn_6`0d|D2+R^jK*8^w$rD=W7bhU}r{
zSiGPg(zEq2;7AnOw!Xs9MpZ&dEn-IJxENp{$NjLpvxCZ`a;dc!tV49;d~ap^yQLDp
zafyXkwOMB<kU!AdZXDp&n%<A+HyWH5<3G<5tFf4-!wM67vmzQPS%%8_aX*wwNbc~a
zga6WBAP1JwKOl#m<C(;=*V`VO^{3n3_tHnPA5l94aGK`wP85MEd#u+*imd-q!VJGC
zi}v^TaZ(D?7X2?<9g<-OAqN3KMYgPrBH-oPCnJ5n(pSH@!Ghb~=tA*E0J-TPq4o}_
zZfka8r|7D<kDoF){DiOke&5kH9l&G&lrPBM#i{jpR=#doPkB<ZNS^CNL5eF28=LLw
z6C2vJx&!j*b{n5i!}WOgV}>gUA=YG0<at=R-P8+6j2RA1rhj%Rg@`*R$abu{#8c*%
zQy;+oK)mWhAW<_cEE+=qiDz}9q7|4~$X7eh{1j7EYma)8YA~|~FBuQ&Czl}*AK$nu
z2YomroT<Sf(Pfp7<##*=KppW1l$(_UCYpRrS;!`<p67A2Te)I>(ab@Ar#*6SXQGwn
z$^H&a;;^Wfs6B~&AsvvMnvDxGqm&6q_*U&`U^Mu&KjwZUcax4|9xP$?kXTu%AQ1Vi
zO|3FHSY6873{vZhvmE#6jo&2klW)yG^FXy(yIyE&#}85Th&>+29<0W^W?b4QmQ_xJ
zST;~fEWeN)BUAG^#ZLd1-8m?-F4{{kA6ybC$UsdlThDj^eQ1{-ylLbo02A*4jJ&xr
z`JS##f^f4CQc=!??$WaPX`PFJT-wR~A2Dn?@(@6T>jQQX4p1nC(AuO^XuP0{u9}%^
zb09B33_E;>tla`g0vvkfC-ole7BiJg!pQM<0|($Tfd&QyUWd_C0{^AnL*dBI0EOEi
zP~A?^Awc1i0ShiHF|8A<u2$gpkthnx^}4-5Rhr<D{y@3`EGQt9cHGm<FatY11QtC#
z9UWAbm<VY2&E+D)85`-=aRKePFaQ8U>KbbK+G>XhGa}%L20ZoQsk2TbsIN4~1S_ZK
zJyLk<_Y7)dmPXG(QqmdGx+yXXjDi9LCA2v|zc~_vu)hw}sQTird-YW)g46tHwDv;m
zyWJ0}P=mw6o0DT_3p#mrrvn6wUb{~K8M)iEe+IcG+bnBVvTO-$b=@;s0AgH<iToYq
zNfycHii|=5U$KEoZE&TOW(0szOShk)M$P2IXy9KL;;lEMc@huH(hnz{o*1kq0*@fV
zjHXDlIP<mfqEv@^vnl4)p7xT;YjRNFP<J~6nuSLp_#pDd;fk6I0OvYA+yq9W1^4u1
zB-Apc1c0#FO)c!NK5?sW05#sh?;9=%Q6(g{wFUWj1lr8>K_GP=8l7ThZL$p|bCjQh
zU9=P|JmerT&2Dt-kGJFECv*C2=ubVYn+^HQEbI&yC%O>`TQG0#D3^dJ14W;z4wbxt
zsJs&3BzqvmJWyL*u!O<ywFm1VeV%%wBMXCEWpwn(5$KB*ouI6X+SrNeU@=n&?C=mF
zPKHufzSFngppis9`?eCR3PV7Y>lGpWaG-v~aG}@Hz`CGl&AR#}Jf;G5vd3euTXR%r
z!{^yOWI-}@x0IZ3^Q@mtj3Eu#TjSpL5f>?s+Ge2e&(6$b0I6wc00RzC3<3NI-|JU1
zp~Pe5W#NDx6~V)QbrWRWj6yNk00VWt&$jEoq%(7NHp(R)gnDfHs{8FlUBJulX=X|J
zM$7$SIoXEYKWTX(d&3hnE(mE_EuNR3(=s5J0h!|J<pt#0Xy0SY*=(m?QI(7R-Bv}q
zG=W1gq>0}V;YWY}<Tnc;zy!)v$@v{RhU7E@I5q(<r)x13?xYkB0ddBP+8F;!s@)mO
z)m|%5u6K~~il(nIj8*$=Wv8QKjaMV3fYNw*b&*Qw^{eia{e&Xq_Pfjl^@9;02zJqJ
zPeYsL)Eid?VDj7}fkcYZWg?~g;u`*OIQ2LDBMU*zbood8UjV5r8avM@|9Yps_H;>H
zm7ak-jUktjM5vxxvEi?NC%_Z{geAsXQ*0)yN?`2~(O#AN#r6hgr@+n_O2)INGs9o+
z8UCyBHhdES{fEM(L&C0I4(uIQ3RlA7e=1y2I!z-CXlU5O(Lr`R<+d}g2GHfZ3oc1D
zT|Bs(rak9b!N&u(Gv|GZn}vDSmA@A8z9N&|J5poc91`*s4v=NZGo<NQ^cs|}{q8KP
z4PsM)4y>-^)pNsUM5O6|vmGo58D$h1SOtB_@E}x@x((BYlzroK+wXe=pUY*FryC_y
zulUMb7Xmoaw%=!vb(RqkgX!_fl<_gpyXD?9VfY6Cr}4*Sl4T55%<tE4WBR-g5EhO;
zBR8vB#T5!=TuLOSx_5{rmK1?b)i#)2la^BuFc9na`}NCPtbHn5;_fJP6#R5O>=JJ{
zriki9Wbek9T?a}SdW8>D7*gQtzZLoH#!KrmGZ*Vm*WRp<;2rOY(iotCPnN>vIZL2e
zUk`lu`>TBR6VszLZef>jI8o33oGeOhQqSjgt3|AzGCbi%_i>Cuy>>du8z{Hk$Kqme
z;Nj~yg$8$ahu?@3AUSev@3QpQR!N92B|jUUW~-ycrtPF|=3nT0?A=oT9dCY>VB8+l
z$3gm7AQLbj)v~Z?+7>N3%|X)Drds#i5}tUI;oEmly$FHJ;QD^+Re2)<!ub_NVnECi
zFcHz){h82ye}ATCAZ6u-f&d2x4KlC!a!enLT^rmLMmUPiMXxVI+__=8$9M8!Qas~d
z^5vU1c=BXm$6g5ok3^f?X4EG~g?-QK=z9<0Por0-pPIP~B|P)OQmTIjRn<oD^1Q@g
zyg~HyAla3=S@2jUm<*&*LJ@eR#%d}ridWkH;5d+HPPFt9dn!lu!ZLNqCJ(dOaxV44
zeA1f{!i1ydhxXgK(Uy*$H-y)>WMd+84WXk$ylgae_i~i+VsRy?<OMneyb9}rO>|E}
zB+qYL8ukFR_NDHG?F+aM|Ejw>2~goNU>RNBB>)ymI{BVT!d&?BgYeQhrz1NDA}z?V
z7OaIAe-n#l&CpBC49sz^G=^x|_t4)9FdKVVZ$T}J80mq!GpZKSW_Zr-y;DryB77km
zS7*u+UiN8D{Rj+J&wYL1(g#f_f~L65>ulX;*}s2dUeR;haRd|ePLcZMLmB0sbC#6v
z>ZTCAF!pZ`8gJYR$hBhWT=M<J*45+&@!QO``hm{A=}t@uTC#D1SUsL+|1{LG%B#Jz
zG8>xA3{K0Oq<d`ogkMd2Xw#BRUP~Id92MTY`mpAJL9|BbdblpP6HXGVkUtri(gz~X
z$sD2BZLJq}W@Cgbjaf^PF+{a;G-cJ?+7=shEu@j!<a$W;9c4VCF<JdLP{`n1@+ppw
z)f46g2gtm*PL#J9SDTXL+JNtK0Ci1<>9T1xt!%nHx|#nl9e!j3Qmf|ucGN!}kqoAj
zfeTmF+W9{Hjb`QO02*=&VF>Q9{E!LW8~L=^oB35)g6P*)6u<EX7j(cfImEu~c!<uv
zs!-W-Hb*%ILZ7BOtk<VX?8>)KP3ysStGf2q>z93rqssX}#QbyKm4opEKu!6(rl8Ab
z6(Y$&@VPQL?QKXUdY8I&5JevoSxT{<TM1EFe(vcOQ<Z!(vS6~B<kZ6+R79rx`$De;
zUW)GL+hBZyz;ma$TyInRrYiTY3d~<^HzMc@t3w5H4$X&oER|_J)BWqO8HrdUGA?v6
z(OhzyLZ<1KK{gjo70>Nj&RaQlL_ha4@Y1*ahUx0!<Sk3|qPqyUMVdpa^s(XyY0NZy
z%^XAXmQ1vX9SLG(xZDe3i>+!f9Xc>_%ocFJ!vyEy2I1FZb!m&eJiP+!^~-9kZfFj0
z)m8ZGs;diJbuW#w0rPkDB{PQ}&J)_WNwRe25zMavo~z6bHFQg7bKZp1RI|qkh#a%9
zS%bU*oiXe&Rf3s7A+`m2kM`Af0r<wOgjPXr50hJRU7+-&yncG2NAZYBvkX%K5uJzL
zP8&?z&so!}HU{VlUgw;8ZF`V$RymK)!nhgRA|0tERn4Kb*bQsRX@RFF7e`XJ<wYQh
zdNse8z@4sgT%1LP*{OcQtU|@}=r6J$MW4H=2#74|>Gi3E*OEZRF2^f|&^fzLPd#@k
zlYL%ETH@lfu$}u9Wp4u;Z{|}VmGW0@zUp7V8ZubAfHc#iDJlgRjT-3O@X0qFm}W~y
z;DxnMo{dV&bo+%qRI4+ybk4)AItvrNSf^^{1Rbn#JZvWV@X;~_1Mirwd~y6GcDr*h
z{A;;fedQr!8Z8!Tb4XaF(Ci61U|phq!#GApHed)feJNoV+iiSYluED2iA2|ThvQVY
zX9vv$eMmGgcRdQl$Z=>pERnypieMUf`bD57ut+>qsjY!~HZGd3B(PZE*vXbjfmFWm
zN3e&tI%ymsCTG0iTfuN@KIUW@6bl9r9TL4>S@||Vl7C6VU1lvn<mnHxNh0irxWHqr
ztrsLW_TOieJA!{m!)2x&)Hr2?Y;Al4CnZJchkhnMpbk2Nh_<c>EU)Ti4A@X>xda!e
z#E{Pt9PvrqQdKkVF4I%oFEo{lve#^y*6dQu+$0oG$tp33zKK0Uj$x|{P1sU>sN4)*
z!<f(6P`xXlBH1D%OXICo6Rl+Y4xt3jGhJvCXYSRJOnjI7?32q}r(Xfo*CS*dBv@Tp
zbdZRxqQpjM(@ObQrA${r^eGA1+4bUjP3MU72>VKL{X)SHy20QgM$DxEt9OB{WI6%$
zFO8V>mi4nx5n0@|@r%!(R?e;Mrh`hj!CJql^?2xV30K_ILL*kjxsKm7i8nykszejV
z#@O96@VZZ^RruTV84*6?E9qt(Nw@FD2MRnNkM3!QDv;2s|5(dCFjdmipVPf?3l8yO
z5yRR|F;rd4JuOuYd7huA&r)Ih)Qrqe<(+~r+EL#RgG1qb$e+;BwX^#Qx`1UA_a`-%
zxd!sxzU{q;yEk*Mdu-z?w%HhV45Mlb0sT%vr0acEj^n%K5!f?a3~Jvq8E=ofn25VG
z+d=M-qSPIon}0ndCficM>+-bL=E5vCemsJ<`EB$lqk3DfF0ti?<RQ+-U$fSCQ}yHd
zGJgRoAh_AYXce1w;WwLT`tP1@EwbYuGE_V<wb-)-(u-AvM1ir2ZW|zXfdvQQKcN5X
z`Sb|xnf7m~i+{0kxO3$~AGN2GcMrK4%g5aBtSRw<<(dM4uB8CWPCX7bjuvEe82hSz
zL4L<0mTa}k%&&cK1KP@At??S#h@;SL6Goo2lfmrR+Pu@8LHc3BAjTb7Jf@X0(Dnde
zAJF>De^8UV_px+PB<4Xt%NF1Q*q$lA%WaptnI}a^bVRrlk7)!8-y5dy5!rI?s0#fA
zKPGhw<4hLxx)D`xVn*=*AaH%V`#&=<SpN*JWiEkk-veCk?$l|{>TgvkurQfb(w`4g
zVHW%(>q{K?Am2VwIGd*5A)E;_l7qn~Jqo-1nX``ObA}mZLw4@07DQzm#0N8CP^Lh$
z_P%~XIjH}}?_umR%7@g1pxx8NX$~6fyH&MccN34}Y5f$Z!fghci|uXMbIN4{(RyUW
zXBvCq__qw#Va}_6wa`xF#QO^J`;X<iMKxx*2NNfCMyUEC$OHCmqcxMTajP7`6lLwS
z8JnN>(6uos)Y8Sh1X(dI%u46_!JgiBTc|z8BQTd*^R2tag?;U61V<pI6FgaI7XO45
zdj_ky8;1IgzZ*@CZxWtX*-v(ASk*6^-(Di2bDNtD&{Lhk8B^!Cw&RCd;llJn)pkOy
zJ;g7nr77oouO7=T9{|LL_Lu$Uf3b5ul0Ubl?iJthqh}jH*u@Pr#I{#Cec^ubsbE32
zk|n!6IGgUW>dU1}MkEXB4G%QU;g22zMWWC7;<MoF)K(JTQ&N&oxJ$37R%V>T&{{zz
z8$}{W^x4>8yc0kF!k7a2iQke7>?S!UJvE0l)933l&(hNuZSwfNi5#v##MCuN%k@|`
z#MSHX)&E}^)yuoxr^}gO+9qCrd_ZThVw{%iQa$_BQn^2JeEf(o=9X-bt4L?0p)G8L
zuoZ;<I&j@wrO?L8_w_Vu(yWkqF@Ib+XJ+iTEKyh|NuOv5HNLwePQ9Y<1F}A}42Ud=
z%&o_v{r*2A+z>W_avwBwTncBL!0*}LPeeHssRy4X;bX|IM+B)$a>*5c?;r{{n<%^9
zuK^Izw;GLq(!YR=?;nyIR$h}fAx>^(SUial*(06yN2Q~6M}m`wL-R+8ajHB9c^-lD
zZCwiOTBLe8JeZ&0eXQV;=WvFmPmTC2m>D$CSYcBmWAe(;;3w~&-6rER>23U`K+3V-
zKWhCQd=ZhaU_ak!I!SUz*_aK=7FZa*s%?~UB*4_VG(3=!0cX*xk|LE6c)Y%atjEh4
z^wd`X>_|5*X`^qesvX0=c3wy0{w&X&l&Q3IoDx^qBk9MN8&60Ins{>H>uCSFZ4i^h
zGdhW*RuM;Y_94IXI^JFuwqjCKzM&@bwoLM4_0cWl4v&ZDyT{wU;w03&oM85pXB0Q0
zSFx3PU*J+QtAmpt>5vreMu6DrF5*zi{`+}*&S+C%>`^NYj`U}J7<We`Xrnf;XPhQP
z++D}T%j3cjHPG6wiPyT5J$tUU^z-w(C1^Js^~fjRdUzwwbd|<;Q-zZh|K4$?@}yoe
z{&nDu1tdVb>wUE}xFQOdrbX#Yi$p4__-Q!Z{4XZk!H@pTc|l&*J%{FAZj=|lTqVY%
ziJ_(t3D9#qk2EZwm2_in5(Zp^N0%b3i)spL3G?47RxQZSY-^=_6mF<0JOY9fbf9Q)
zOg<S?$K%lZQ{W!3G9vtMB>VK!!D+qG(7(WlR5oPavFc8?pwG=Ige=(TcW8#TvGEKg
zqQJ#^SyGHC*68&&mvR1HObQ3+)*Akt^e(Fq0hvcHA4i;`^k?zc?2y6Pn!?BZvwLh8
zW!;75JZ+d(M66T;9jnaC>0C_P>-|yKot0UP9UrPP=OnWIBuu1*ImTZGlQ>T5#e^zD
zOy&TrS=EWVVW7x>+`V-D_*iGTqq$^16=$|@g8Scb=vGSGR~4DR>3=23ffKO=>P&1H
zAl7<g8atovysJk~Ja%NL-jzyEO;n)0CICE5qXjyR7#7-1(LDxG$p7#iT|J}M6v`M{
z$I{dvXk|Gn8?U0kO?11e@YfpQ7#%zKQZ|!%WDfaq>!#5BL?Nl%w#*ePH(-qcORdDu
z`WwlOf(FbXOiCEM2VL4R*j4R!0rnYOh+LvcSqxEJ|6UvI<h`cg^v$7ay`e|<&?%jc
zcf$QtYqU|I)|dVS6AmMM1gBL6E~E+l47&lVhuFwZ(rZKEVY&LG9{NY-gqFiQj2hmR
zd##(P&c^K%z=N^WaJ_v3Cu{V}z5iz~R1xVgh2s>ImAK<0{$?kg!|hs&xj5)=kmv+#
z=?MusKrs%`Vnh_KwU~)M@U`;d1%Qs>QzzX3tQq~z0hy5bQlFH(08r{&E<O3(bq%*R
z9s-}bmEOHFHESI%f$9%V?mU?~iv{Y*6^dFFcDvOs2`NB@i6ardl@SXs22ug#ZPzTU
zNL$+!dWw}5a^Oc_|Eu%H2M%4YbpekxQAk-El#0W#Q1=VkrA_b1X|ni~#-r=P2i1Gh
zO}9&}HF_z;RLsS%Zn#le^oqEhj#o*A&3Hg&;*$YXkk(#@hu7&$EKLIPb$f)`;q-1J
z(6He^Vxi0P&4KOi|4pR^-di=-KVgSluK`j!uQ+y&vVyvfoWsZ6rnN*YHk_`1KUOj0
zYPk(w=Z1h88Nr&Y<P2CQ9X~?Walf=<?1}GpeAI~_IiZ{2RWysYfRr2%*Gq@acQ>g!
zgOp@Cy|b`=s-fwj!EaC4DLbC0au;Re`2>Fd$h0X&xI!P=X2IzB)3{#}*+5pW#t`q|
z=0X?m&ZL-Ibd*cQGc2C3nnK4Wb*x_8Crac3Cyue{^$!Y2dz-^oMB2(^VScR;5wxt7
z9$fZMu|Mvn3;hiTI;a#K{jwZeD_mU!u)TmEefp9;1F*eTBgaEZEP7GD@Dy17lkIf`
zKh4dQrxLPV83m+|i*2<-_+H<ML2vxwgbq8a_FSAIi9qVhaED9&7i?}02o|~Zf#KP(
zD*!ArV30;$i!?+P@7EtGkh%c$C5ALu7%SXjd8Og65KyzccFlDLXbe*NdV9xh=6r5I
zBKaTG?Z##OIZCj0?NJ@@3(cNubXvLIMannFs<T}bJkr1ZIOMk}%N614RE~U|zlW!{
zUilN^pOTFB`rqK~Gmf3|>q4e~6GPcPFtZ_#-<-86m?vB|Ua3O?EM+T8OC6*U76?E%
zZz&MRaT+}Y4Hf1bmb7IbNRVE(nCUWG_`k%MNPpLjNnS}C`I+P-*8VI-Jg}9G%|22(
z=qxgqc5sR|)+a|*;;pk;dudrW<QXqnfBP5R#ufFfiY*tr3Fd>&x(FGEpM(=GRP?P2
zce-PY$Wk^r3B|(#9UYk5h#%RO6_f30eL}m3^@76Yo(hM2G1-9!q1GqH2#y;E&@zg6
zgidbRk_z*U{>S4-!LzVAu3O!bB9vUs+xPC<8LkI(x%oRF%S`Vo5C+Os>(}K504*Q>
zrTd5`jkPcCrm*XbwZ|DKhtsFQr|nR&{&Q}elR>6|7VOsqfNJNkS4~?t#%wYR*bb+6
z6a_8s#<HD$@^9G`Nqe0(wCo`?Pva5<K)J4N{?e*yYLu=^x4=NNmEJkWSvnRl*d6Fi
zP`{mm=fCtR{V>dBG4LwXqA^C7PVf4H;}l@!s1fC<7o2u)Ua()vAcb|uv0ij(fI>l}
zl4SNS?2<6dEbe!JT$*6GSa9?5ItrJtN1peM)VuEiL%p{;vI?|4xRP`37_`mr#L1nU
z#wKaEBwg0S4GYoU@eRO_yU09G56)2L-8$Rf$McGk=q&g*ty|Zs7M1vlcUx`qTKopt
z`i*Az#7(#F#uT>2fM*#up6#T%6Y-`2{dxFSx>4+|`QRbVGwZx=y3b=}_FK`|H0#M9
zEFd~ImxPhr7E>1HF3T@XM-{BQagV5P$Y&i9ijrD}lBhz}3RnaPS2Au<89Y=T>YE*t
zc{^G#hkTuUadwZhl*5a4%^!oGYz{2sbUqfPU+!V39|!7I-D0u}d{<O}wttsb)|n$k
zWE=phRReLd%^FlybI{DhR|jh~HP`+xeZU%J`*Kv&ZtZK4*ZR_ddcMf<*m#5q3vJrL
z7!WN5r%l)8sRd;dar|M9i;(EfdC{&5k=lNsd?V&uF?FH`J6>K#iUQ*K2zzoucV<!5
z$(r0k$ss)eF#^U0sEH?#m*Y@RR-~8NPE<z%ip9#RMR?1fr{jV8wPJxs&{t7^d|YgD
z<d^orZ}5H}KrA0@C;vw%=eI?;Hh?X^f4RO#O~^k%xwM960$qHPJPyKliU2KI4gw&@
zUkM()st5G>y7@AQGazpR+<ffIcQh^jk|G9@2QV|UgZR8&h4wTP$bU);|IHN#c<xtS
z0J(As3Q&y&VW2)Yc0o&^pIZma7ms4Au2X?N?b5n1D|_)35L4N7TuaO5M~Y^IQQI25
zLSDmwsE-)yY9>iqvJG!uO!DfCpl2z$dg04t8Z+x}v5%P@;VbH3>yQN<J+Gp<;=<a-
z)wcbYd2AQFY*>DwDIJg2+HhDehAbliPu6H<jpeNU6IKvr_ZM9kJu|%@rSr+}w8yXm
zl^9R;^Mv0<@b%{4__)6askX26cyYe1RD1`~V7oZm?jI9|+DpA~q55u!L|haUKFZB_
zoi-1SIVGuItm8KJen)&L>=<R=9MH|j)XO*pf(nnK6)Vro>x7t19N;_=86BK-|8`;0
z12kq(SP=eQx(sn%T|4fK@q`0fF9JC{xL19WTO>E_rU<qY6P+ej_OhS>S|*|SH=g6w
zZXHa}T()W{Nl6}p=_!E)f%pFlU|#)ZYT>_QFXAtv>aVEgS{IRsdX^3yV^$2SX{H#5
z?g5o{v39eWMY=R<0gW&vt|;$s9^Ppv3z;y^FzQr~k|j`#%!CJ)$t!%ebw;uaq~FSm
zpwsts6%oXBHxHu{yT!s0tQTN;AvPP_dWCaRk_@k1+NkK)uoc<ODR+>e#yLCwoOKm&
zFq*n^DJ)5sJ~+IKKJ;{!=C0-rL3zu1Gg3|6&d6&fhNhjw($?{uc_o8wnln^>*<k(z
zUX~f?^-Xh`eL@lvw}(4YL`?IOpDpWanBe?kqD|nelLCsyj#2b@5GRb4#Ax?5z+Fnh
zyCHgjE%CYcd8bMXm-lai{w<^pE?#4o@BNg%?gwJ%Bs83YF{^5cCC6A|vJ+#37x;Pi
zF^2Y-sLAd{Nh}K*+<EEaxW7fkaS4O|_imd1)(;aiN7*e~Qkm$*fWFm-_o0oybK)?$
z1dU6Cmdb4DPCZ;`xJ>PadEZD`bx+v%e(0w`Fsb{jV(mu}*U&<33pR=xJMU)CCbWqX
zxCd?)0EZGG3l@`#aVCA0^lJN7DG=uVju{M<`eTFOCzjby<0^ay>AJa(V>0IqF6d1%
z&4ir}&CMk+J;|u1%9>p5UU&(3wFj^}N1i;(y-eE}GOo^Lxi_Q$!i%)vbp`6m2=S+l
zCyXNOho`JAZb~YZCnty9tMbvh(Wnmnjr)OjJ53Wt5KOjeje%bBVWSE5=AD9~X05~{
zMZ<ieAM7-_)g)kgA;+bf3<(iCoPy*vb({381f7-lwZ~cIMsh;csZ)c$(59T<2d)6c
zgr!wkXePQZEk0VjkyKTR{2=@4tgE8=>Eq|`6&l!^Q9t>V*MI`%Q;l~3kM)0k*UxS*
zL~AkG=CUPOnLuq47!caonMWfXqQ-0?I%D28I-c7_$C$-(Gs<wq$>uo5RyR3b$-)FM
z9W#q^)ncFI(@XIfWQ4UP+3NN*+~;{nz*|YK1`Co$DX~xKY+_G_waj}&gq7>><Qym|
zD%gqd{!odj<X&Rwf(hI^$NN6z`Dy3J-*>40(P7mvNBPC=6xKryVg2Y!j)kqO+IA5u
zL<SOF2RT4w6dzSM+cBij0$29Ab`g4(+Y9@>4rj=eSAyrf<S}Yi;3#3A=bh1|tRnA-
z+dri^*v9s4O1_2LFX!|r-6msCik&j#QVw#4IWmt(*G@4^P?ESdMToxT2F%G+SC7-b
zP0Csyv(W;GmZr2rk+Kjm3v#z>mPa6AQCE9C8Q}jk@Sd5ETg@kc_WS!|%uSVHBvXw?
ziDp09j?>~8zR)`1RB6!k+Ch{FWeNvAig);MLpTW<j=o)B2o#Ix9hPQEX(ekxnd30<
zTS0&Huj>TQfBzp*Im&vzZ1L`oS*7CTd5g(*6k_CyljInX_{tp}0qd1%226P257jMS
zg!<=UzB&<s(0Xq_4}5DyM*cEbvTD}VH!2A0+hMX)I0Ogc)?}R9s8$FqT&*t@mtIM`
z4zT@S6NU`jD!$^|eP6NO-(DgHUtY(y8M#0t@eC%rSs9rD+g7?6te>Z{B6I&nh=lOH
zI<z}uANxGZx>yUAeFPNiW<-{`VL#b#U8OAk?VG(KrKZ6sK8@%Wp0-#@JmdZDIJL9S
z&6u5^)AI5I+l^Zt4Wtxuj95<n_ZRZZol+^e#1$G|Cwn5f8b_TM4P^=cKlA9hRTM_u
zO-L$sK;XU5M;`5x=;|`9j~_5N7qUL%hbpc;NaKI2S23wU;tmi@hS>ME(0_;uzPb2`
zkM}<tJpK9SjfTjF7NqOG)PnDFTcW2_Yvzo=o{w~==lTvl4+aZaNb{HEVXw1DINL>C
zEP->It=g<poqZF<o;h#ku>mUJ?f)^hMsZ4ZiwKF@d}vLy;}^?pIioncjJ&2B!BdLZ
zajP1Pc;$J7jzO~@CHEdj&(mklFkWBiQDOlT7mD!3$+y5>fc8Q{0aEzf@csV-8Q2xP
literal 0
HcmV?d00001
diff --git a/log/zPythonScripteTest/err_n_plots_multi/IterPlot__MultiFO_Rho__fwi_CGREGINNCanonic_iterate_m_allshots_5_2.png b/log/zPythonScripteTest/err_n_plots_multi/IterPlot__MultiFO_Rho__fwi_CGREGINNCanonic_iterate_m_allshots_5_2.png
new file mode 100644
index 0000000000000000000000000000000000000000..de761e171de9224fdcbc1b7b51ac7c88c23ccd68
GIT binary patch
literal 32207
zcmZ_01yq#X+dYhpA~DjfbR*rMQqtWe-5}kJO1F{%0s_+A4bmM$Gn7MjH#5w4gU|2%
zo;Ut$$y%&oX3l-ixz4_>YwvvwQIwZNe@65S1qB6N>b;mU3d(&=;O95$ec+YfY{^+D
zC_eF0VsBO5f9%eCe8*X>6TZpGuQxX&b-i~FS1~^LW$hP<xg|W~k9=fYY-Vgp%h9#e
zUA5gMTE5XMR7Q9aL}EgG8GNA<4k2hi3An@_Jruk5B+!(g+ORsc_zD4e?J6`ZaICK8
zrZy!zpH{%inwQs<UvRZsf9(;$gFo;~kry^l{ZS%M<EN%kLr~KP$yedFPe1+?IAvkh
zC9sdU*colBDW;o!F=%CxkdYFSaQeJdw9Q?k&*Lh!<D{7%n1r4}{`=#Q-t}gdG3fRY
z1+U=>Mg8a|=#NUNx>6F+y{@RWt=9M#e@y85gjwO0C*?%Y2<E=(hZp)e2bq5Y_HjkS
zuuxE5p!2*#L3z(Phk6g?CFCRJLzGWqXn67TYMc_sCKHDr4S0GcBVNS(!Nk$i;4jaD
z#=maE2rx%Hpp%Yg2)~f!6ft^QI^3W<8NTmS`LC~NkN98T9h(P{$9`rCQdFZ*tznMj
z7GrQ;@>hCaS5h3?Wg;CH8@9{B+=~&C?dwUvH)^3y8Sd$I&%crggtH-e`=HVP$AkVI
zg*kyJLaO7vz-Odlu5b1|;b$E=B}y&t^2rIr3mISN(NjX>7(^eB#BqzfVN>4KVW+Vl
z&CvZ;$pPuoBK?0obL9upV^5`vb}QB>C*$k)f;5cT^FjAg6Q9ss;JlF~TYG{vnAE-U
zFy`4J++rxr!u5k}Xxit;+WsggUoC1u_fg(tz$8#nP(lKUU!kB-5!v1SA@Adr{7IWz
zq0B5>iBT%l*Nt+^v__RsWY;ll)FF2<z*8x@R!_F!7fVX?&Q}XO?R-T~7_IC2Ze0ys
zqfJ;f9VzSEAiRHl-~S#csareK5C>x-=w0VSE#V$lOotBT=Vfb-!3I#Od>r-jmH;%$
zJz`}t*6@cmQqEa>;D%}xp{2))?k$tATx#{Avts|Bb4X%m!j|a%ezTo5Q{)|AjoM#|
z6-vLi9hjw8Y{un??NT~Y8k>Kj2Rl9~Uo-5$dWK1gBQE>mVG1n~b^?E}HsqIh27M6T
zY=$*;$V$iR^9Lv>bm;#Mx_?JZrLGlc_%kb_(2q1>A${Swy_7#q>Xl2NV!2jzuTEEW
zzUUEI&`^iOeKBB@ItlP=Nk3VSN^s*h2tJD-7qcmd6jvcB-hT7%@Q!LyKtXv!d)B#Z
zZ(#{jlYZV#$EuK!kmGe)IA@;L+#ZDfo%iq)C5A|@`LOh=EScv;mI!=vU+ko*UjYdX
zp!IJaRcZxd`eiyvx22U8@NcHf_}qM=3h8aWI+uf|t{R)-a0Odz*s1L6J5nzBAa;9{
z-al)99hrC*Pz{Dw&yPl1T39TUn|8-TNvn6UlvGsuv7PW65oe)k3zw&m%)nSX(@g9g
z3C-|S4N}lE)A=oJqj~25QCmrtSdoWZ^O<z~*AZc_>j%(ZORWzkduSa;+xR9#e!5yT
zzDMzMDP?H=4{t_n8B97tTSB6YLL94$P;G#sKHCxw-;;?2LxJbj2@}z-wYV%OK?ub3
z7GK-+Pl#N!8<5pkgIn|im>@Z$x*xIP@1dY<%{N>p$ftUD+u{oybnj!5LZgDKZ3|jX
zt0kqI^p$?!9&TYC&yx{@8@Ns!uBq6`LW?@9UUl)fH4gvnrv5fXA|9uBtbMCPg3s!}
z@vf#6pGu#jpnNpo-yA_+Zf}d7?4OHleyDWW=59Gy^0H^Xu{h4&6>#0#8_QY$bkl?>
zvh#a$43kjEs`R{b7dlb<0aE@5E#CKPvkO`zprfsQeZI|Qp_oP)MdGwm$r?_;Rywk~
zshIyh@r%*G=N#h`#`rSEBjn7F-Cl{;&r<`WlI1RuoZ^~YoMJ)0_m*U{r}5MbnyHmy
zS)3loz8E~VZDHIuE#kMw$yJ5#mKi-X?BTpfubIAvTEhCd#%$gf4EjF(y;$L$DhBIF
zGSZ2Qn6+;aI!_%;cB7NDu(U)hBf#LD!zr8V<CHp&<Fmo!8elojT7wJ(VHY791|Dml
z?llSMD*}6Nj68-?I^94<Mt+ERBLa)Id2D?44akS<?H8VQD>T9za)9M#{Z&YK3nstS
z)Z-K4vb43ex3`ItlQ~vbi-+-wie|_cF4k-Cz_Hin=X<!KfhUZt3iflF8afReJO`^9
z@r~ytQRav<uj^f&+@`F;#nRI&VzLY8!R+c+YE2E8MB}u2@%csbWe&^L)mqHjl{?is
zto&!+55*VcDcWu~_t(``wk|c%80V;^Z;m@KG1pxys*DGiB%Yf!3PMN0Z1Gh&r!Af?
zgUeta#LW7FD~b7R^%Y}rz5QAH)amA!D9h3qS90^Y!MWXHS#q%K82pGZ2)sIw*%e7R
z$=%i!F`Ej8&CfXL+gVuH*;v&bW<LQREgvfgnMy-=@C*r2Q2tnPPp;nND5znMtt>9C
z?R_!eJMMXMbAiZ{jIwS(djaYB=4W4jDB|mT&NF5i7F<2K+oxt~ytSR|>%8n&*YF2e
zaPo_>36Xl(9K7KrXtzQk&0g1g$$%Vrh~E|Ul491?_bd#lS7qhHRudC^ds<O8vl4FN
zuG9Q57Zmu~V(ByOYxm|<rB5Oy#l*U0iNTj{3d0Db6Budk<3mXdbE`<zI-kL#*qW+Y
zPrLaz@!jvt)?V)FboX+xrOq2(3lbY29rf&1Ab0vfAwu7AyR5p^_9fsWd;7H;<g{_~
zPm*<=MP99HoMWHU!p!`9Pb?*x7$4)-QMgEvL5s^mh5h;s@@$rch_f_*`82PPu3`DC
z#ARDuUW~k?*aH!PDP$XH-bb8HsjnUAZkbbh5mq7|-=w|kcxGi$)CV>t4Qr~;*_tkx
zD;x$VN-%oyMbhi%!4q~hcc>G#za}D&s$;53+IrhpkiR!;sA<}!KZ|R{$akD?!e9ea
zuhD~=o|n(a6w<VO?~&@573|c%r>>TD;1;te?jDX1*aN%%a@`)<*JERx3M3Y+-It=3
zk6sQZ;d5W=_(nRMlaT@6Ayjcfw!kyD;A$z?<83yRG#SR(5oz8VbePF+L?53EnRivr
zAw}5SJ|{>u-W4Ok!ILG6{M*eQ__`;@y5Ssg<#sKr?^YAimb=l<+1uwTgeb0@2fN^~
zum#=J>$Kw`p|0z#6t5w+Ktn7@%ObKeF9d0pjrBg_J_;2ijXbHv7cnWD?Q*`CZ9D5W
zWiy==R=nc8t$s5m(7dqlpv~7uNNs7sTrq79xdXkt<Y+5$X_zdYmlXpbEl8I4_w}>$
z{l)E156-lj>S<zneGgzs?b#$7KG4Y9<o;DGh}?C=6!V7r9M@F1pIt%FaLF_wwR%|C
z2bx@+@g;#tu}^4%G6PQDZ@<tebS?s%M!E#1Q@eq;*TwpJqPxfe5rSK=jNU+7mejpU
zQQ5ynRMden$b}C^q$s;1NPP#`405;Ti<T`TFpSx4q0Q>HgTDH;ImN}o=OTUN_^ySv
z(YCW&2>IF1A9&t1qpheoV5)U@JkXidTk2U!!zsr=K36uYqo|uNw5<<#QB|LRp&6fB
z@Jq9}Wtb`b>DLN6sde*LxZjQ%jI#1|CqkB9cP@%M(DQ8gCS!xNiVK1oP3T#SB6ljj
zMnE<>@C+IbF5DKhPKVvpUnnt{`XKWw&eXp?J>;~rezbOV?<{NgNm%(SonU$JOQ4n{
zXn$?jwA!Z2u^ppe<%>ve5icF7R-ZrHZPsy_t=aboovA6=pEP-LmnVyTeY_T~V$d8d
z2U>&>Yci~?PrX9?9;>h7oo^<|C5G>;{G?3tt<PbwMBXH6FEszTU4IKn61KH3NI{l!
zq{wxr!Boj2(bkgZ=@z%uI2MJK-4N5Io1~8*8#?-6e|!lg#TX~%O`ET{F7@4-@0H6a
z5cAmaf_4|?osWyay(T6(s-4c`-;5oR$1MsM7nX32VHP{v!55HPhjy=%+>ywA(%Ujl
zDnVMyZSJgUZ=NyO;!-kg@CwnWh|jZJAh}M#friI&JrzBnPm@<-|KoT=#1Tk;8c{5J
zS9JFNNesG$q0yq*`H!QE3uBFs6Lcn}$`W*?v#KbO;;xKfsXX>6nKGls%4E~ZdIPQ9
zuwmt$viH(#N^GHC0ZM*Fbf+tAxwsm!wjo75uHOt^{UFP8yrB?4u6}LRFL$OO%-+T|
z(czCt7rjCpTsb)*kr&9u<`1yZ$Zpn-pP$vtQyr*4e34H5wow*f9E;f@JvZcVJhMQs
z#m0y)ZJM)%gM#sGHT)@f;}<rq&t*8JBN91=JQwLiK=_Y=GKgH*`z2^%at}Ua+M-og
zK0g$fl%#Ffe9BtVd?pOiioc8@N9I`KT@D4@*1S6ogXb+t+ls#3k@GbRH^H_+r|lzl
z^L=24bLzT1dT#p#hu#`6qQU^aFUgpH+zl+4_f=xe&GMJDrlTnEdZ4aHXCgM{p;Fu+
zr7BR9d=g?{=-X>VST9};l>qra0e&5GP5vFc=_dcwQj1dJx%VFh4FhodgEa4YNcAq#
z>#FGXCqJLe?|gHtNXJ8OzIZs_+G&%3LOQFETpzqgm_tt1mGn~_DAUu3xg2{YG<>Pg
zk(k52n<;J@0X2oM{H}!$atc_HdzQBJBfGQP3E-2NhJ7D65RtZSt@JUH$V-Jq%uSZ}
zVqM8-W>+a)I&Zn={fxdvzH-ZH*UJ2X5ZXR?Wm(Z%MO3}<y**Y=|2(vJ;_HQzqe4@;
zrCIN}Cg<=(*wKeN>>?`yey#fy3L4O?=9&Op=~#U1{y&c<nA&}WzD<QL#cDFbYyHa}
z2tA&JTe(%Ap32!bS9!O#nF47bZ?@jaO;klqE$ZF_PX#{bld^8#S5rbhBWe>R=3j}^
zbJPwU{b1Wm`~}*!Hyj`jH>u=^J+=;e0~2tIcXsDRUHB3Lt4lnmV(#-h?P1j7<&<+8
zNw(%;Hc0G1oQ!D#zAt5L+L}ss!-u@3qZcv6>8ck^ueOK{@5#^ug@OS9wEt(P)9Ndk
zyRD+Z-mxrw_+#dkTxln#NiQefJzPe!jnvG(?)iI0!q05#s5cY2zqd{4$}7jJp&KW-
z>Zh0<XZDbLY^m_jq-<<u=A^9lxY8f;@&Vnh^uzz%sQ%Oc<uA|*nuys-5+_8jO1V58
zMj>PtSF3hcUpR_pVe}phQ?{i4MPdmvDksuTp_3x$Vwo6FQQFpQ3=`7TH)_?PULT#U
ztAORTG}Ubku5M3F?d99=ES5}lgisEP>`y~7gVrKe`9HD_fcL8f)>bh2j{7C&F4~Xz
zHT$m6b<%vz4wpI^x$U5nBO`My;1VUuCutwy9oP!rO|-Vubw5d=&c6oYm$jtj5N2C5
zY-w}VNOu{SRFBT(0(|8;{J8ld#Xe10Kb6IszGA)cDCgRs$3z%8p(`h+Cnq;gj21uS
zu`@Ai-(&&Q)VRV@@}(KGH(*JNBTNe@Ui$Jua^)*uNed7oCM#Gn7lAP1+|5_^A&Rg~
z+55huT!|W1Ox2*;0@mEeu2!Kj14%(_=iO9~+6Z#R35+1S8V1*YvXhZUvuFN(=Pd_c
zHkZ4jN|}xU$i6MmJcgThd53_5;yV_x-k-=DIp!LWdRdUOCR|nOhX>o?D;cQY*P=-B
z-pF+t<};g{hT-CxGODYCFJREW#ogX)%{uvhgB5@=wlWS1?6&(<+iEc%Er1sJ6Rn&a
zGY1$EYdf2h;yEqHa}#8_R~JUkZ#kYGBjIy6?N@??JvdJFx&Cgs93`~&fxF0%plcyM
z#L(55wzz2ia{Y+`RfY_U@aE|L4=A^H-wH&9CMwl;&Yyh#<WCY;vM-<0Udeu)DpxPP
zM@+bteY7`fKMFAHaq9It0DM>H`!4M+<~8$=W@Uvu=lIMOC^P1S=u4lF`<CV9nZj#f
zmo=5#0J1cmuAzlk94<x0vl`&LM|<D4-JfW~@Jn81Y<A08?9=}_S*F2)gvL!Yxbe_S
z9vH#eOvRj`c|lb?Z9q{dWYTsccCuwn{xFp)jc`T4r+baH_q8tT66-9Cm4X9lN>H?8
zN~m>q)U<Z5EDrNGsKf%Nc}@S}G-oG0?3mik@{@**xYM6!8nJpron1+RG011^XzeSk
z%&ZC0yMjFf;78y6Jc~bL=ni)AQxH|}e>z*^v(ZG(iB#Lpt{VCt`N$0pCdwt(U_(AX
z!B8vOA~WvBpv~Ait;&}gKcY1}2nPyN!OJxs`Guwi2cUS{jVN{9U7JIys-2=%2UlmC
zsO|5OhEEn~@K9J;SYU8J^}EG)cSrciQ_`q|D`N5&kORX9o+r7$yKP(*8tRt$V&k%)
z5*V+a`k4a>Q}LlpLXnrz-a88Z^Eu;ZY00m^@a${rPg0I|Y|}g2qFI;zq6*ttVdv2v
zLUU5Jt%*a)!wHK`D>zPLEQSb1rKm7<Bu%nnw4GTdy^DIj9#qSDs|oa$+F#L1w>0c~
zf;CaY3nHp9kFp|CO<u6MrS0xeK{I#}IAZ{YFF0IJt*|nNc7u?Vm%d>zLg3*aYUt^C
zO<?*OsHpImd|cFOxz=xK7LsX_Xue}@?iK0lIh|tqwp7_omHJ#G&stc?ff`)XX|LA7
z)*Kf+B{#Y^g>uKfU;%SOv{r%VstO!VHqu)XJuK6N?}6FBl`vn<j1Gj!tk0?~z84en
zQh%K6|5o!c3W~Sa`n;NkKH^%hfe16P6j``<qoK6-MNCyoOJ7S#LQH4d)%7)Wh_oTZ
z;`gToUm8mb;DZ2_@v`}5JBh;CQuU`6$7R%r0eHDRZSE*RHv2S}vU|a2il?uCO#JyX
zbQ0AnVEfKRG&x)cO3%8q${dA2=o^du!&DPuoIhKZBrKFQsl5sGAwg<_?C3#pn#Y_P
zEx1wdafFUa^S_O+hDxDVf4v`(l3Pu<g0}p-GlL=7aQX_rPG6}>i~n;=%fV0-_(+jv
z%yTp(#`mzo9xv;>wdpwprADdq-dsSranp~ar1~gzRcwf%3dR8Xj6m=GoD|Cys>_23
zI+Qozi4vOz9;xn*ttlctOvzO(o|BN8c}FFNP60)xIRI%4wbslhbnIG=A@O)O(<OO%
ztC0<4P9)|_ubx!m;tMUGv@`d^3+pGZsV?t&HU+Yqewp(D?@@;zVJ*H(=u;`iuG2*y
zK8OaLT;EKXgCJ<fi%sxQFMJm5Y9B8jnwa@Y%h^Wr#pa9XM45Q+X!#tLmL1Lss(n4*
z&i%O<Cg63icqXlsyVsppUmOC*<7G4dUOTsRwJq`{YIyYq32SLQIWW-Q`mmy*UoU|F
z;py5B!m;3u1+C+FW*xVAbj;Egb+yyl%j{!XlExOV=sb^@xss$6kr^u6yO5ve13Dk$
z>`3t5C74CC)@H2BR=|zxWM{?}fXT7!NRjOUN+&(3V5w{}4wpHn;g*IEFlDx0r9LUg
za31`*<*#cp`udSQpsc`^V=47rSt_lSceX+3FeyB>C;oe@k2m)EjXSa*N}sa5PNI^5
z=}dWG^Eh07+J9@#N9f(pf8`xyY62ggM&kDRJdMWhVzhrg9U%%r?Cm|qH1^=r2~~bn
zaUmlW;DT4KW6Xw^!SF@<<6`5H?8G9G03?73rP?Ls+!vd?Ovup4@ncvE(UB`fXqbeu
zh}P^otPF;o=PVaiIKY}M9fy~qh3(?|0m)nGmW+GZ#l)%cE=UjHfkFcDUO6+x>MIM$
zj%uZbIme&wKrfW&q*ugr?3K%6QCeM6z6(+^=>_fHeG*`)ncty&x?nHVtVC_#{!7}9
zP&`BlE&<-Q1HJwAli2Yz#R)muxY`S4LqaOwm}+r~{!ul~iJ;mq<3w>@lrZv{w%k5-
z_d-sZ)AmoBg-?cDFOnF^7OJLVZ0@~4hQAKYh`P;7KtTgw1Q4kf#r_x#1h*9V-Qd!2
zjyAfxaxp}`94|dzo^)TPf*=gC`rglZfU%Qm9WO>9GL%UVRR&__CYm1&jf?$-y+$V=
zSlC`-6A#<!nB}~nV#i?!x-ei}Bt4d9yCF5SSroSEJb7#SZyH(@K#7;lSn(k!f9d2<
zJVT8wJGNk~`bkyP7rl^BTl*SFhxvWfQc<JwwKCjZ7E^m=zx5qWPMQU0FQ&&Lxo$l>
z(DQ)NeIp>-y=ddOUAZ=nHq^h*4y-)N8}H7GC#QN({tiHG4dTD@dW}inoBy5+k1|>w
zn#$qlOkapCEy4Mzcs{Fiv0l2h!!-(*%sgT@JMNj+Y~S>+>GiAruzi_(sUV4$H24<4
zNTa|1uaUw#f0oN8{M~f*UwDS7QZk7kHJk<~xCRcVme#xGH7Kw3H><sL6VvH>SF!4f
z4Y73(S)E5^QW1}NW3%#Cx4r7vgwB8%g8cpdcUGMD|87${P`YColzB)@#|5}j0{b5Q
z4SP%|gdv6^HFGO|32VP>%yn9edi`f_+xL5+RP<|!2QkUEzMS8lb(lvFxSXijOZgTZ
zyzZx1S<~caO+_qv>J(g@To-k+KDr&C10R?h%J7}2aTjZBXoGPhhWHPF2>Cm-y9B}K
zH#}`i&K!)4xt7~mhu9R`7GLzs<&#ZIvnsdnwjK?Q-}jjLoRX`lLAz>-*}bf~p764H
zt;qEeaWs4KGu`YA<BxUinvt>i&cAAR-Yk-ci*d)^bgkZmEJZ}!?Gwz+A9Oo!K%u#f
zk){3)j<$o_(eI8Bu#xHF1fOv{@+sF_*iB$+7thIR`}i%nJDeropwqUSN8=V4ZkOkk
z#~9*8Du@3;%A&uhmA<%6r&^Vgp{~}!AI4p_kBFTi=`<o;^b(!jck>Q7GX7kvJ9al=
z)=E^$5lfL&VDWJt+{VhGY0`fk3TE+@3$W2<%d<%D{KEcUJvn_eC6P3vY)1~oOmjoR
z`W_y0q%YAjabL>*0&Aw^nm@fK&DQCP?BMwPf*8sZhB`?v={TsYt4|Vy$@YB85jXwa
z?nEX*0!D?5T71Z6^*_OSTR<EJEYMPX`YU|gJw?DGura`yM0sDCtL?8ps<LPEJ^j1C
zd1bk3JaSl%*>4)vRGpGo*>18yBb>GsXWqWvBlo=|nNj79O6Jv$E+@joRsZOxb5;?W
zDC|0i;IpQO(ee40gh&rG)_NL&wTV-;Z6tHv`~L29@r~(x+o#5zZSNJgk5~Q$58j;_
z;?ooV-U*kYK6W--XoTYRiIT8+^}Hxfl$pmX>RE>X)BHYeiz&wZo8QjscAs)8prx{O
zmPy5=uQwajW{eo49Ub7ZEbqYnfjxtuuuhMswTHn58vNkO*`?JH{ASU{f!6bDqB{(F
zw~r0_&GHxkyIa2OW%E~}h<{MxuNJi0Ok_%!jKb`I{7j*fEisSS3zh893d)g?%cMr8
zF}w0`e=$8cASn2mou7dB@(iz+3=ON}RNzZORtJxycC4xnECy%Q1eMZDE4F=H>lzCK
z3%^EF;g6QyTdt)%2nt%9#xG6h_VEepuP%p!fP}L_(8hkdL8Y<}|6=gp$5J$6{^yKl
zQG~+j8N$remRCV>;-twn2Fx5WNQE(rB{a}mmDwhmP)wbB^#c=<`4>i&4(yooNYCIn
zyahx_PNgO+Z`r~h#CXac)8_Omg{xpwir(`_HK~W9^F2pfp2ogczI^bu?-%C&N;blO
zk<1;Sg|G}l>_HOu?!x2mnL(R>E&j5R_?6cXQw(X+S#x;I#seDpK=d*(^W>`x$$J#E
z`l%V$s^Oe+ylOLF#y`X?UD_(V&l+l@Gn@`s;wWQY%tAk*w^M4yEPlI})gxnC{?OeG
z$1v(2{K@5lPIR7D0Eyxa)!$>I`d`@n7e{<0fioKNDI<s12<Ggg&5(`7*tJD<=xFsT
zSHpw=ike37;$41(t;{D3!BwjK2RQ}fxG&YUe+1jC7XkT7j5(ahrf=qoG#wjq0#2?P
zvq5F-rb~qPy)kJBa;M8(d$q$HoeQ<GVxm)kw0YG>(op6bJo|f4@C+Z`)%X9Tuy<jv
z{~LB%0N^d&`TjM-QRv(Hnu#n4ahM{T1e<3zdH@X_o!bXqK4sQ@Iz43;9Py{hf$7-P
z%nct6nwyVT=qnP@>E9jdJA8H&Q%qT(M#m&nQr8_{@|c?55HpWmEC}+ugRew9vJV0O
zPNHp;|H(t~6pk6FG-BhkCZDz}vO+B_T;G3s=k~UqeNw|zg*oTK=qSBL)#1}?`L^Qm
z1bfgKW>}fK&NCgFG`}CTC1W(wf(&i!dF60`<|d2Z6wFgXYBf&(Bl+E8_EN!dC8_}1
zze)vG6%EUW&;AOi+Qs4<(nl8kK6&NJ<+U15J(E=@2+&H2I(xWq^`UZUZmW`Si8;{~
zs|WiXjguc9vkE6qYVor~2JR0g%*Ze_wm2Ndb9QdFvhr4I=Jpnpo4TwvEggoB7*18D
z2oR@UwR8dub+fO}Zt+#u4Z>6I2k#O5IFeMz)55Dlv&C?GY`C$?{V+5lxtfcU6Cjzb
z$9r07Nkk4iuxYgNxA>BI?2&!p0?=d~Ev>C84PSY&os)xxSQ2k8z|J5HuzH)eH6qaI
z@lkFQQMq}b&%s}7@w)LafDhFu(6g?Si<u33tSX#~r1e%-qvz%273Af40lETTRFmg*
z5&mw=;!Ez{{3xCay)qP;-aA>dc?m)RpDQTw`8dWLHC-(P`-5O@{8M|lEU6iP*-J~D
z_LmJ1S}z0dOxIm!6AurknVkL5Fq`Lz3Z^0F-<orZB;;{*7Z;xa`e1V3TGz852^vM(
z;7+xQ8}~&u(V(;bw5{bR9xTY=7-rq^Sy*GCW@*;SEs=|o%E@JFcC&`GnHAn0r{|f!
zAkVH_@9z?&jSzGm&1EI?Iye>a{s8D9<Q%r}vTl+e*D64ZCnCa|7R*w2@k^$~$!fMR
zTb4}7^k@U<$S)vrn8jKZn+Y82H&>}L#|d%Pphz;VU$*q5sEx5C{-!8E9%YY+Zh@+s
zEjS_P%1tGaH%)f6u7Qmra{plhL_{u(W`92+PhA`zXZM{8hF_~BgD4*_cpe9cRk|Na
z_9v9|BUSb!c&)}iuzJxSDBpFnC<=HjO<#hu!G|9%abBBWIba7{boK#qYO<p!9*eGo
z7{GLBdL5HEjWh?zPNxOy`|SEve+GDvi3y!xi}9XU`sz&6%24+!tJqGEse~#QI&rs~
z38Nz6z}Jfs<sQJn5UeT?vP5^W*TTu&=+7bJcw!t)8DZPqX-L<WttAnN-pgNHOT+q%
zD7abF@e=!uimoH+6!8p>&t=z^n?D!VY_P?2>Al^Ek+U2?IcRVzv9KGmfi|WDV+blH
z(#$*IbVZV$0n%)deoK~Z&z6Ff&FtnvlTn(_RV}U34*I;Z#lCVN@*1H~Fg4Z3gOdu>
zNuOvJ8&^8!Pvx*_$wn4Xt*7jU5DIE)m=spl`0A&73#~R@r&|(Y=;&$PicX7Rdo7DU
z1H$4FyT}D?gp?exkpS-yK`gM;Z%!g?yLAEY^<l}<x_Jt)eV;Bu)vQh~mT8;?+qUh!
z--rP+{RSlSOK|y&klf0g$gGNb{1AC!u&{pB=U`#o`m=gsG7Dl&ordF69$|MtAZvC$
zTG=j6gk(yZ+SRUS{Q{QuF5tvVooAr5Yb;b5PQyZhh~A9@H2ur&YVzAKS;;`lQAic6
z&k$^~ng|rPX91raY8ZS+?v0vSBacR00BvaR(z!9#6&VWfAV4LZFFySl5RUBXTmZr)
zNS=smxiAy$hmP$o2E|ohqNKjtV7RK)@bP>IHs*I;hm}J><UP9*QPY^Zfng5&Ah#->
z=_<-IROamM&GeCf*=X2WrPN$vD-TLCyyv;h)M-h39(eY&PIl}fY8dCKj`Vwn7rQnM
zqg_^=%Z<#Svo6f9_f=#m8U|KnPLCp;RB%+6MK$@mKDrO&sN@#SdrX{zThg=bdj2%K
z&D~VZu`-gd&qk{5A)Cnay2%l@qM7qiIwg8pOgBm8zRT1P#B!S8NsH4W@98-G6Vh6H
z*mhJJV4dhluq2=cyEFz)OjIT4-^?mZ*$}bU?iVg1GyvuVZE?#Pn#As*>SbUiFJjjQ
zC?>YE9*0?A+-9abJ^8*)Q~g@`KB71~+itq~f!VxQ=g+r3v6(LL!H|?w#9&`-S$l}Z
zME<F7{HUE5&K-a=4h^Fwu;`roStDz$HI_FZqF|2W2A`{w50sUiygEq&SAA|8K9r!-
z9W5!bMA_}hqK4;w(1x6~9f3*_(C#z@%ZC2>Z5sSDE3jW&f3&r@51nxD@kiV$<3|8%
z9~ZY;_rV;{1u)F2oVx8Oh+hBX0ZrHzAh-BLgtm9m?4XrJeo~V@)rrCR`St6prUhp7
z=(aM3cf12w-=Op)X?xG!#zuInhppvu!cE}f-s11KKEWFZOySKBc8u!9v>EphULXjd
zzSQM}qv0`ce~8YKnF2w+v$dbGWQ7JVApeYEBq+;?J-EW(l(6_(<P%~kd&qv#@1V;n
z&~JbNw#2LF$&W=U+n|H_mR1cD4ifB+FHw!`ae@}n>7Ui{IA7=Ru6z#ra4b_*rYsfd
zLU8g#{<=$p?bv{<_&HUv2nM*<*jDqBHRz(BljMw@E*TjuL+{aP+t1lkcFbx3PD7TE
zBUe~~)dS?)tIpx(!~y~60?VKpd5VDB=jC9^?dg?iE-oDrZ6!IeAUVRg<ds-fIhu@_
zD0pUbvyunXddtNE0QlLKsoqOe=gN5ep^KEfV)6^h5{wEMK;NJMP(85!M)erZM!}&@
zU7M2H@t0bs@dA6^zp}F85LJ2fPJmYKcFXi!lh@X`T?1<U=<m->Jho8R>y)TfH)QfL
zY_zK7>QqI{84@st$@}48A&cajPT#JZaK5&5KdGD08t+htD2C!BCD(%P>#^B2{P%NN
zt5J@XEljbyRP8R$1>uDw{Xmm`gvLBy{gAG`D2p|aEG=h`+Oj;>>e#rvETtw<)Biz&
zi*6Hj4|FnckhM0}#Xx}>#2kxTIp3)FZO)p)cj!W4n`BqE&GowwkDG_b1uN?<Ed+ve
z8i>FEQL&%AJKc3Z*eOl-<M04&u*F<0Y!Tii1t{423r*$4cIzU@I>)mg;KFMg8UB>3
zdHZGoAlX7$jF8&pSJ2ylvLXcJbhl=gzKcUjz)nzSHF5O_EkWo^q-3UA$Z_S*lYQh{
ze#GS~_od!P0Q2RzuPlG#O}}6G1JT3i6@RptAjj(tt_!RMN!Q*s=jVYI9VW&OlyDL|
z|K=4t|7u$Wp)=2@m`3<0>(O@FppRo~Q$?!Xi$MX3{QNE7<EUYgt6Vm*;;`v_wQcal
za*&nP)(Vw*ipRK`Myi&U)=;3x;mQ{;^FeEKdLg^!O?YM$QGu=w-1|PzkQhy%t9&pY
z{>}{`d5cJkJD^e}bKA|<6{MRF+X0+hGPlc|mO0tCZTv5ULY^B2<kyfeR#uOjOE=)0
znQl+&sj1E1%CzP_tGR&Io~zr($B|9S;Q|L(unIuT98O@bT&&Dn9_BxOzpCswLJ>Pc
z5&lM&ND30%+m#`HQ71o6;mzYx>`G&p{KMy+m&fLx0tmOaF=ak>p2)Gx6oslysaMWM
z*tZw6Z79@FnttR}FJHg6Xh7g(`DN6-4^aNet_bT!;rf84k$?4rjc-y}b}L)L3CB4n
z3yHaOwAEUSd&K{H{~^_$w-J5W#oMNO4C_{*&tCPr;)*8IG6u&$%<BQf0YD#UFlqbi
zk^XH=?)rd)oqpWVVrQOrwl?Ji>4p<yHgc7{4i{8`FabZ~h8lTc4osZaAv7Xw8&U5*
zg-1Vu_>;{D%0#DpD^Oy1^(!;14Cj(%GS!iZQo0<eBTo3f%&1UD&(DBg6(4)b<`hCe
zpIV3B9{XgdUA#~=#qwI183NE^!6n6q0&U;JR&y``jwbiEt;RCIQ_h6_<NmyBE8F%_
zDZf%UK8xCW80?a_mJxRKT`;pVf7TK^oxxkkR3g??xc#Y=G@H~52@slWV>Hf>n2LzC
z-<K@T>#rhv);|yuvb{}T^z}%5FdWn$p4-^x5}hXLKJAV9D9dFcT}W3i%rX8b@$cC0
zBP4!0c@qFGGt{Sln-p_@&_9Ly-yRoeQtF7)7iE)few)nSlUI8ZS5LNu8x?$s1u-qA
zImpv44zgvHvp*_R%datAuO)f-p7ybHU)-+)rVy^D%Reu`GNBAVqc_+!)^Hyo>2V<s
z8m93Og3BJM#N}Ye{)72>Z??V|=>QE*m;ayT@R+3rc24}3Wq9MQbwO%)@wcC4ln+xB
zmNc!=)De`d!m$MDnf!*GhBD<$oZ5Fv(%#?*ZMQs64tinDMjxb(Bfh~?MU}zelasE8
zUf0k@&p8p2Uw&zz=6m|bsfXXxh-lKZn59q>?wL{F*PD1D^3<iSj#rRkfFCca>+8}N
zCY)8K2%~Fbho`sZNL)d{k`&B3{$Cyb-(FJtKZ_+dK{5U~O%R9kg^6<HaL4QU{=w>U
zP!Aqs*Hxu#Tty484@~vhxVbTgX)&>dOWISHrFrNjuJM|dkoaXCf{CL0bZva}0&A-Y
z_Y>V?Q#P_k_rS;41F>)W3eT4EX80$lWjOj#zXxVc8#9?(A2moh@Y~?aoW73SuVnZe
z)PK8efCRhuuP&>E7a(Mh{w|&jh!7Op=S<?;T_x__Q|^+dr1DEmYq~s7e;_8PyF+ly
zC|EZX0ufoYqU(knU}Zm}*3$MDCI4AZlbOFn5Qt)F9)a@8gr3G>^5r}-P*Hmf4HMDe
z2!CG{+8>rNnd_ytx)|p4hm#gek_sY{mnZ|zB}m&7LfQl%=&wV3)BhV=lP*5J`fs-8
z6&KOxxrmYdRJ>D5F_V|p*3hI-J2D*|U1aPqt7*9DIro%EGVvwqyw~BYP3d!GL7Rp%
zDJ$5bUe6QAv%_Fjy0gIS3iZo@A3_?e(ks7?8T1@#zqolhynC#qyLo!8c*tTVYQoc4
zpK96kaJyF1SH^tS<WOB@(g9tmDXbGKzWB)b=HUh!^gJZuFVRP6_|WKb6WIBe41ag}
zmVNv;i!qE!i3N!mc`f#bfiX0#Y{f*nP$ye!U}_>mPvwyM>^zW$Y#Yk6%FwQEw`)YH
z*`Xm@D7c7cyTSH8FCC?`pfWW2aIE-y(8I#kuEX-O)Gt+!!uP+O<^Mu|#vnlliDT)x
z#0m>@{MlUY@>Jnl=(u_EX;#BYgG@4E<fAbYLM15&#g%LR;v8LbUO>e{NpIE2yd?xX
zGe8TS|6bV6S4`MZ8S1a3`Ah<peuq4gmDN&|Gr}FWK~SO3OROWEM7Ak+skFK$?xpY0
zDV4h@gple@ihjeTs0N!Dm^Y^ChIkeoWAPc1O7%4v_P^TmW2F5Cd92ewL!CE9!=fC&
zbNcnvd^6qk15EFOXPxKPww|Tgi<cXqE=wj2(X)@6>DJ1=IMcE?YOiqh2)0}sC`6Ru
zcI;t8Y@<{xaq#@&2+9EJ-^6L;G<SR|BL;Ju^86CTol^PL;_u2!7mELT<ry)CQ5zaZ
z=TTQ7T=Rot>fer}6Dsa$H83I5(8q%!Mv4q^iH+ji+z<_gUn2f|r4gh_hCny+tR7Bb
z&8ox>RS~gU5Ya_xg#V%zi8V52PK<HJe40n1ExS=rzDe=(-WuU2<QGk9X?7<^E*z0}
z=5I}Xcp8;Ih36urmda!j3sbnm)wxIL-USBkqZ6XwJ>iM9e)M0!`EPC*4TzBcMw0^U
zkMiT0fc1|yk}50;-&n?;6pK;y;(Vq!=UrWs7nah>a;5Q34fS=Kp)%?e1HIGQQXHx7
z<N`Q2w4KX+r24E=HeJL<E$z42y<npvn-|@p?y@?QqmW&vU6T7IFVQh)^td|?4qTUG
zHmoM1bH+r^7z=idXTV>S7LTn$Shksd(-(^zo&0ItLGfxAwNfRPj(X5us+Ohx;GwP_
z@%Af9X~;O1#D9p)HzXoHKwybI{+p8iOR&hc0&S5W^l|!g8^U0pbI#ZrG}*=wCKIlG
z)2Q(~N8=D7l&SOJf<-*>0NRMJ!Y5@z+NRl3c47NHPrab5nQYa$+TCUuNjb$e%Akm{
zu!FoIH~hTpB{;}DPr&r2+}H}uXv9w#ec(^bYX7&_XY_quZxf!gkL~Oq#bT2Vd)5YT
zva(X}nl%LGvI|^w1`cwT=j-M7lGA^2x#F=TfDj<a#DFOPD$!ln@;^6$T7b<jqh0ux
zvXuex`7*A$(}PXR^+{~CQY91QxK4}I+DW(jUMPIY5;tg$wRA;r^m`>!alA1|dUPDS
zh?eQE`N_SY7+X~<RBEI+KZwXBdSAiis<I+7{~~dPNb)SV@OzOk4UwEi7n=t^?n?`X
zzzzO2wI9!+99mvl*m<Xg@2e{c;%gKg#-H~waK}e=xP4Fub(jXApzT9zc>m&bJ0LIs
zy|!prY5%{gf}=AMqGw<3cz11SP{|Q_^z$R;>gt{xYV87}PFc4Ny6uB;3-$4)%5c1?
z7TYo+_MyHEgL3P|U@LB`awm{@=}A+a=X>$3E(kt?NjkRXAhAcZWKkr5rNZK5y=cES
zJIE*+%IDe3Em?+rndBbQT+yN<Se07lp#ig@kB7`1qGrLS^U*T5HT%PgI!cs68$Jnw
zry=K#8wgjV&PQ(&6qKJTe;<A+<-;4)zq9#EK^q;0mlnu?Le^vIa}c2vZ$dxWw?0ug
z%VX4x?M3ELl2tO)Z&l4164Hu_{}Euv`dMMn5_fQ)LGXeSo9?PORYq*KBG(s#3`6>p
z9?@VK#yx?u2PWo?vM=aTx}^&}Hfq1iQTVwiLtR>Xr*XaGGh9DFowJOY8l+lcH~1o-
zKjjY;_(AuAHvUy{@lMC2q;aqTvCxY3eP?9YU$p-pvd;gE8q+^+{xFq!)CZ~&${&Zt
zB;J@tE9xZ4gn!T~R#l!{qn;#5Tz95Tc`n1GI*T-+6U6z(An2_btNihv*^8*)Tz&8I
zBoOW{8sfMANflYxBTwyTi&<pV^OJF!*rqRaQtU2~vEt+^g&mn08^%obUV*I~85!p`
zY7(k8GM_TBs4V(!3Ppr&mou0Zdl<Dn=vIdL4>|&D_P-N8D?IY`{d{6WwsI$o0)h3c
z&`fR?YO}U_50fm(kRCjt#&Q$OKBhjYF6>ljXxKfg*N;6!N}D5%$7yYtaA{eYafD-D
zz8d{5=JMc&WAl{Y_CZZuT;7x%1;^J6Y<t%~CXYu~5PN35Tskv;%1|4ef>9_esq2gJ
zFIy$*2_v1H;o#`y=9k;s4Gcgw)ds)FxGQjh0`5P=_g~l8Epv)xaPijXp(D?`7KNP4
z3Q4jE5a#REV_8ue)cYsVTSHTtG?@Lo)n=V598NNj_ZULP6y##bfz!ROI2Vmc-fzFF
zOKodFsvQVncY3|<fnYAzUM%2Muf_j(t3^#dy1~*-w{Y<cnh_QMe$GVC@GE=8XNBmA
z(}#QMqDLDuk*%3*zc8zLDGG840x+>e=LD#J`6k~L=&bOc!uM}$ssBiNofntlQ=jk7
z9npUQJ)L}a<B?)7NuDn~1ueb0=vYYcE6+gA;O=@&bSlXXuGOT9*9-;QlNeL^eXKm1
zXHsTjrjeW^Nty||WhnQ3YL?S;mWDET*_0&qA}E{{whZZ^^v`zD_zSoE>bc6o&4hC&
zggRC<`pp`i5VxtPy4B0%f3eE;>Qpu*EisqUlqkq}NFz|@@mBJY@2`~<@k6txAC0bs
z?f=feKCLmc+R40KMWLl?V=xLZan~0#mjRbbuxTR&k&VWZQDo2sDq?OMpQ}W1z&JHs
zYpEkD>IAT^5)mZcZ6{A@Q(r@r5mphwllIeBCyn5GT0%$oVT`<>p|WI*;4z*--yybu
z<}(nXJ<E6c$9;>g7Q(Bhq&M_|YNc|C@Ui%BxM?kw;x*J~hpkKJr|LPx#BJLCM`Ql<
z@(pj8-*vgAPXj_BQI<7GI?Dotm$l&v6Rax8uynJ^0YJmK$U~F4jYflTFTVWq&VISL
z1=mE~4YQ8_=35)oYY!uyg2;$B%yQnr#p1lM;N?rIZ(iU-#>=VoDSW1;-N<gDWOuKr
z@`2;w>m|2lA88Mdq`9D@Z+xuC&6^f;_Rwd`nUa`wh<LQK#i;#(8K;}WoF{8F9K9p6
zb_nRr^{(h%rij-NBe))Uc}7!*m_!5m+K-eS5v7#1p!g5zFYNr2HXDv2J}!Z}52Yw-
zOb!cdr`9zLkO$d1WM#HqZLQaO?yU|0zfg1Q+v64%K^g$2xmkxF9P%P?fT+)D6us>E
zkzhW5{v0GH>^xq#PQqcga}XL@j>}je0zVi79tpUOGFM|iEHZRek}i5(#q0nO6a!ZX
zC&y?^Vcm1!(~dE4SaU%T#_po)iTSXH>7>u`nf#rbPXzvP5HJGnX!ZGMtg&XH+xgdm
zTp#kZy<k#pi%{ecvh#;oHGsIeOoti{@O7$pcz0uadFI_y6I+e~t3E=?0gB<%GOtL>
zb+mC5AFmsowYA$1w;RCu$h=s4v9j;Gjx*(*vIDJ320M?nTTj{vFCF;#`V7}N`2p_)
zE&+>lMKW9)=|Nu5(V|m=x<ZY<4BzG@1=&Q$`XT7kIJslOmwdl=W0367VbE=>;>&
z!GO&lo|#OhU12r`k|a6V_F{=64*pAY8ctJ#tBM91TaZru@uZ0B^LiMRFuT{DTqTOk
zZD<BC`V3<>Pjern2d(pPRfUuDe3>70ln5tq-yTFtiG?ldmw8{B*L}tmhAXS6m;pAz
z1mA0!e5uFtj>qEvkq%}Bq-K@nZO!TNu^>yGX{^)+Wp@7DUW9uIy97Jp*}Vqg%LfT2
z-}e$a4Zet)-SlVUc$I-j*e{b9&8)2TS4#0`MHXDk348l}bXPyi;P`$KKW$~}d3VXD
z9-aWZRy){Z@0g(cEt~5=3nrAf>3<p2#MBVdl*_g3nbkj2Ks_7LbdhAPb19>LUKqQb
zHC@0~%Cl2{u^T7Gi3ocFT#K9O<aVnP+^ZG6lP|93nd?$YKf;tL_;<(KpO^Rc*6WLj
zajyOJ0Ss&+pr)&<Cv{_Hu#D9@sh&R?%S|!Q1x(uR-FhDP*M}wo&=Nop%N%*jee3Yy
zgd^znQORAIod7q%LKN7V0`w9fN;D&8b!K7hXWr|LwmL!}E*^7k+XZ>CCuGxhNwLAe
zwIK;HKqK*yWq0KTsg*1)nMWInsWvsM-#isb1FA-a=F5l}*L}Mm?md9I0T>vw?+lDD
zGv*u41+j~^=9~Ox&bHK~#Ly!KeQ7oIm{eQ7N%utfH5Z|1xldOm|x+9UzbwE~_-
zC^0$KKc2>y<rOnRMZIJ~4E*2o3z_7^>b?mnL{ntgaBrJOJKyx&x!O>0S^;rjeMs+(
z*m~-<_!(_x`;~N`$QF$foa?u;<NYdB@oe3|oeJ+yOu5<8-OjSETAO<W9NPyVlU<&E
z2LxW561?;+o}SY#_2r=~#54<|KiCT`{X!ny0u0BJH@to^@h)sF2jknSDV)Lk7&m#X
z;cK$1f5r)Gk%&Db(4ZDAoojnPJd8;6O5o3?^Nn96PUfC#i7XYj?Znw<<F#&JF{1ZF
zHdEj=DG&t0Pf-P8U0ek0nobR8t1(kJt-7=%iN^6>%n8&Bra<NEgwE;OUlkMyEW(jU
z@6h4%!1L|!S2san+YLl0DEuK%D5-`%mo*?fer@&HuSHlNCE&8%RS1WsUCrkqTU*cq
z@aqDA=?6rI3g2@B#MK$oDbeNKRoI7>z@@Qs@W;i;`jqxF(t}xKv-ikvhE)qvaFk`3
zxg{BmlD9DGYblJ|s}_g2Vdnn3n)NojTvIoOQ^kRR75m0)&F%UGhET4$)c|k<N@sWS
z?Wr<Sg&5~!4(v_^WtUv&WofTz@BxwU4`AficR4KtoR%1gAAdKsG$}7U3dt=mZ!FIU
zzr8WG^Fdv}ZHFcU@XoI*C~MRdv`Z1KP}OI73qOsq25l|z7*efPQdf&Vvh8M=l6@O$
zAnh2q9Yj-vk(R@pky8!R##Rac!|Sc{y#2IQESqO0N09M7DK%y~y=}B&^7yXUvqd}w
zp^Yn~yZ*&2?HdZ!J@nm4dQYi|LJxwf<tlqT3W~GH;}L46{vV8MmSJ6DeR1mp({LWE
z_+D0C`pniQqYUu<WH;QQ^YkUn?w{fo+BQOq?#q6F@AD&Izy$89>^E-{udZ&Md0G?j
z=34DS2lrc$z0-c~GYQp-8<LDu*h<J7wK{CGKR<;5UGD1qI*rVI<m0#A#fn$}{6j3>
zAcYS92+3T2kSl&4ksx){!Hov6_GKq<G$i~`fo#A;TY=wUl-2iaP<P*NH}R&^FT`Rm
zChUi+aQ@`@c#-CvD!})eXQh^v?46iXns=t3l(3@$JEHcf7^mCb{r#AgTaW(Bu1YQh
zrTc2)^~x6k@RbF(H5j<@X5X-yp(;H_A_AB?nQl#;XJ=``3!`nx^8om}EpT-^{1C<9
z`}6z3`5?L=;)Ig9zp!}0ab1C2N#3zrFN!ac<M8VPpr%X(F5Y^@JFaJv(e?)2d6SO-
zcV?sc8g}HeF8nmcu6B=PY#e+l<ov#6-{2IN!qf1^E5U%x8bB=ICen~ec`~<c+WF3s
zz3x#zwTybsSYAKtwc{)maIv!CDxXk{6MQ3(U~t#~$d<N?`f0r;fF{AcKU2fnY_b+j
zo%ZYY{Q`qku?54>hFGsA*=W`&Hv4o;jg@`mj0P<K8Eb?$OVM8VSERXr;FwaM#c=4i
zec;#Y^Z+UNa^Oz?)ILYsn}hHX<|K3f)KtoHDgIuLcT#0*H~f$Y2*<l~%HQfs6NxH=
z$(_o&{kD03n4fx_ZkW}3abv}qYNMyp8D77(9j^dI@*ZI|8-3Ghym%1AG+UiR>J`x~
zrSGx1*LO5r0#gvI+gP|><Km)cfvBn768B#+BZ(yUu-AHN7r(nKj>*Y|u1EqGNs{gP
zksFy^<+q<W06eYUa__{%9{UOdj4h1cybIDTOL{(cyw7xNTm`P|{>Qj_0~lA4fZn-&
z74X4qfY)qmoVD?wZ3$2=?4Y%P?H`dXM+%-ylw_a<+^^%q2}`!oB+G-3&JTu@uP{sD
zDyd9Iy<1M@crQR&+^l)s!ewUYH<mI=qZOU=g|Xy6`rStumurQ;Rq;3a{)B(Eu1~NA
zAr)iTJqSe?xN*s!`+0ZmOZR4@6vccG&K4&~sLxZv!N3iRoh^=}T$5W)7w<8r;4W&8
z#H4pZ{3&cDYP+!`gexoB?Ti!#Abos0V9U-i{&t76{i=TR4deY%+Y4|YLPM$&h?w(>
zooyeXpd4V{UU%ux<TSvfBL2&O-sLd@ZGV^y{aHCuTBh8zH#LJXwN9sz;BCRKbT_~i
zj?<Bena>X^H5@|ucDi4PnGhA5*k;lDcBcEVv&OIzep@npv|<vkN30l~{+v59fvn{j
z_%X>J{73ZzLiD3*OK^v0%zL;m+L3C#?Fy!xLVDfRJC42TOg$mH!cTD#C!sv_VbBn_
zx`Dxv>B#TqVW>~*hjVST;xx;?AEYTm^qw^$ikV`a!@cfhj2WV!1b-_&F<z{_HHH3T
zDKwH54*P8MufCr^)QZ!aUc6Lt&n^D5D%Ddi>PQ=<UZ!Q|@c>*<R+4yUrWvSqOKJ5g
zr{_j9LZ?&KL^hUL)0_9tYKx19eDqsswvfCTZ#64b{6EjJvc`s0iUa9#)^GIRLMqDW
zewj2V5b%XO4=8s~EgNm?uijL7TIk(K-*?kHo%}WlHJ1sxSG(v}Zq`&?p`O@{_FI&$
zl8z5!_j3%TMLgp$c{4NNHzHg%8+8;W(*r4{m>dbM6Fntu<!__rvoE@5^(V`i%9zRa
zM&Q3g46xmMgRK-Wk%`{TD8#p<5`k#gYwv$`TH%0sQutroHQ*L%PdJLL8k@K%lT`|g
z(gkIPtMuOd=sjZi85iFWn;Y&DqMX5mu`*t`M7cBF8+772*s-yY9QB(cLo8n4h#|~7
ziGs5~=mJwXPBwi;hVYl__^642c(7@oVs3k670Xwe%^3f8pHOodV7(R$VO>G436Jx+
z7<j5Ll1ri}&BPzG4|?4<H~5|<m#Up0W9VQZQykdXSX)wzS9Jg~YCVaKkNUzwDec&K
zGIeKdGkP9p+V)R#{?C5~QJ{1?PaavA44=tXntKJmPN<!ksc_rrh$ah#=@FA`UmieI
zHWCxRGCnmF9n}$bMqJ0Z*gRbR<2UowX1Mhd=`422YCHXQjn_uYP`*Jj>}%b~n5(@`
ztVvKSgZ~WNq_hLe_nD>SS83cV#>U8$AAaEmWezyhS0+lL3sbqSO*T0P8P48Zp(9zP
z36#Wt=nkC2d0WN81DbrE`*mxUFKxA&(|h43JdyWuiMTh`6FOAcyHr;DbyAl{2UF;?
zHU4eq`z9Q=jt#q|cK#Ek&zb+5?=>9u<n)#x!F@$CIh-yW(|%vPIyf#~3*9?OVhSrq
z*+eYlJa2ovo_`<V4qvtLk4xU3`I_0McRK3%i>Cr4t0w_8$hKv~q;6!xid4+=LM5T!
zW75&QAHVF6woEVzUEsAn6pz4t>1AR4B|DUay@7--qyLcsYb7ZY_TihP&8)rHYyYRE
z4T6o!7dRBf^iIE^qjmw^(oJzy$7$T-q}zBow8YA06_L%I*;(%Eu*ls8<%CZD{lU=j
zT;AA7*j{GC0hK-Kb6R7fMpg&Rrk$%CAAI~*l=*iGR5*;#@Zw*_y}Q7@1)G1I$Hrw$
z^^={ydSotw9=VvP=sD!-=7|srbCP_^8MRshDH=})!@-ezRnZZz>!k;NLFU!$<0U(B
zgv{&vAMjIfB~^K(_Hj@De}$cORFv)7w@pALq@`u(mM#GmhHj|=29!<_q+2D1p}RrA
zAqE5)N?Pegx<N`%x|{iKz~|lW{qA>t|G1V*mW!GDzUus)$8piu=}p7^%)cQ{7bxKb
zyGEi-s<&925Il=VS)atoTMobmtUB8b8Pw`o<8to`<nSFn>R#XeI!k}Y$-EBOL6`<$
zAu6iOLA~nDqCI8X2Gh+odQfnBG3d>D;cTMQVKY4mW$VL4UsEsBPNn(kn0O{lqCCzU
zcucesS(l|H?#Fc4G#63nKc6a>o$$|aB;t5xrx`hEQu<a*h8PcBf}xV9^Xu*iwn>t-
zIAm>%3vJl>Te_q^oXsOxCCYx}33B<HOauhupv3*Xi;NsgG~UbJP}{y7M0w}rHF$q~
zQMt-XTPP<u`w6Aj8B&*r=YH>MO8jFvB5Uf05eVWBl;j%-$lcARP6bf=!Q(~B!)!?Q
z3c*6&j}(CsI)#EtuG=UBI^i0;o&FzU6g&DEN+8$VA8A38&|_mNc^r|eDdggLJ#2{}
z$D#R;#o=mh<p6_l5b)cm-&!aY4YKo>13RLH^RPjS4l3pjSb>I?AMcbG8249kvP#tN
z?m)iP1<AWi;;7=~XohD|Jkp(Quq1&(vVggmHdc8X^^;1WCvq)O8uq&yMxmOf13oYI
zA}j};zHr?7<sclg9tl=`BugupW<xr`n7L7d`uO~t%>7t8VQ{UO8-pVbw_F!5Zke=F
zXQS0-)`u@9#RHAcsfFNH@2+04OZ>r8_+L-s@@W+V=!In75&_NhE5Fq{Iq_9O>%T?A
z)=VW(zM<<+^O+kNMVqW%V|=EaVx20nwOmk$jP=u5a$_`v!+%clJGPU8m1$!hyz?2K
zW;U%AJ5n~|RofM3HgDKZ;4CJ7;j#s0_W1N>U|(ETD%*pyk1lmC#7NT7%Oon0J@(TC
z?R3A+xr;1*n>U|RJ1GaGu~z{m7o6&6lm-c;kssc%7`I_<up&y2<ag78r9O%qXpmN|
z$#A{f)mc{h`k3%)_74UJe-4(ATA546ymsyTWoxJrI|)YvC+@#uHlvGq27!%IYBa9}
zfuWRrTLq$DEn$;kdAZ69^--!NY&(f4SIzRN#5zv`7o7q<Fb54SU5Uy%EGeWU>G+xa
zGwv#;J<*^p9IFwaVUVHN$7EH2&6y=XE}l5`QLuyi9CO=;JnLroHm`}Ky@^w?AldaY
zom(0U#2nl~bSDgEbg+krcDVMITL&eooNJ~*^aSU7Sy9dxt_ja*pAUBBZh;ev*`hRQ
zQF&^KFHFQ7b_gd3yc~B1BvY`<Iph_{3!`V+_+UfKwFSnesSezuPPJtV6o&GZ0ur)J
zn`sty45!^!Q_RKMcM&oFX(ex2=<UxK{i}lBvKjKolSTcOlgV45;n%xfFHA_<V&1Zm
zh(yuKk?lIjU{)i_i|Z@kb$rRXQ0N{xOPx`yspz4)?$k>St}_DCG_Sj=z=GdQu$NCO
z5DK1Opy!cI?2l#A^m_(zQ&&3Zd%N$?PKaC+8kFqKtfJ4T^H6Wb8ebdmNpG2s<!Q)S
zTh)$Z8ZuP;cun)AQ?lW!VQa=Mv{~PQj`HLBajTt=h#CUjFwvfIRuTH})&pn8q77DO
zS!PqSTIL4r*8ka<1vi`H0DTYYmjqqQcM$fU!C6U?(Hj^_O$|qxHw4TgY@%MJ#N=+x
z<3e-<ij*}H$9n?!%BrlmOi@#%E1G7N)HQna)}Mcgqz$bXKeWWcb2ThGmlOk5R<N*`
zi!HLCn^&ovnbxej9{!n%``v>%p`;l2gSREYeVyfb9woWTPA+Ifrg}W>JL7^?k`typ
zlvz!YF8U797^IX~`c%I71@v4t<A<kTri;CB*a?VnhJDVfyPq2}w{aT`&*}3Tii(}K
z!9#RDGb8&%uPmHa7*%%DDN=Cgh+%qUq2z|e!@oxE<>K-8gH*NV^St_Z1T4jOF;~B|
zIq<P(clR6&wHnu?u9s=vb{E3cJ%!O@!ZtQTtQqMT>&LDz5?|DGPy7fiHHYZbPb1%Z
zbcb%`ZBXK8tlWaZSmLQJRO%$_@o6d5IrKIK$QS{EialDxw1%iCiG~%3BH+GN0YVr>
z8Ky~@hDHJ^%_j;Pzxx><m$i;}CJ!D2k*lxAbjR8022Z8puozcQDLjl5ONq9li8Sto
zC55G|zE1+PbsiE2F=IgY%FCHKZ)fMnPZhW-bkuzS-_XLaH$7;3`GX0&j{NpD7`Gp=
z2P%@j(3f2;E5I)9k0$G4BIXVtd3mV*)(BeXGXgp(jmeYf9Gr>;Gsi?jy0KN3V{@Qo
z=al&TG59j&NR;;nP(y2jKk6qn;Ric)FRbtHjfkR4U6rF~7~S-7I-%YJvuYxmpVT_f
zdYS9GHdX1ghnI-V^G+7DWA6}8X;nAoW~byBiA^$)nR213bd%DSgO>yF35U{tduEts
z%j%M^+mz7GG#lM@{uUV@uR%ufHSAsHiG3wYwuh2pv4U9BlB9V8utf;Nj-aq%g!8IS
z43&^3sTTWP?ume${Xus)xjg1Y()hnVt!}%nAJ6L7XUuUdX|Fp1hsNd2Kx#&#g$@>`
zndw~x><0)oS~JnpMBz%&4b2#G5Oj-|Bk_&eE`P_}$|JOX&N8>o&a52%eO14w`rNlF
z74C)WyZ*kXtJ3qa#M4>B#F+27MQ{4&TQIL9L+*q2BCM65>2NVkH%EoadzCE8He((f
zhPgtEMtvZSNfw<Du)!ixvdVSfOf(=#eVpm|1sH}AFD_d~jF$sg{=ATv2!*k|tMor8
z&Cg;mU~LQDt3l>UG0;hS!d6|iu<c2qCG35n$Ys-bO=ERU^c>sIFBJ^=hhJxPxgqbA
z`{T*sjB`ur$ggSEdhn>t!S%)`Wl8i(QL4nOoab*NDcH)D_xo4t^~`L;G<tZSkPg@j
z+dFyCF#xWJ?g6vs=MtJzGCPSn>kjYX&!V_3@I_3DYs4bOV>oB*YwmxT<H!@WYs~xo
z=bgIPur%oajipfP|GLgAje*#eXm7SsowtuaHi$(zriYjS9UH$fQT9Aap10IAdu1z;
z;kuRvA$<9xp@k|Bc(gjUwUFcZ4#s7%&l(SPve10UQ0oBv<UvkwVJvbxL%~-k&pEAw
zzi<09<N3@-_?OgIEIj-j0nA2-by~P?8OU*MI&j-&>wY8$2C&_#ZG*pZC9Z9&s!kAS
z9`5|~W^%(?GHx|QE?700dmqiIy*sIw^a}RgBo#Q(SK(f@8DW-5|L;MQ0XEhziN&iR
z)-0P`ge|-oELc^D)?|tbuhwhM8W}bd_bUqUJl`-VlpRQ5G~`ZZ!YB=|29K0IC16f6
zFd;_#fJf349|@^Fp1_NE(zhMu*~hBf12)u>FEi;@H#O?~k+o^rG!YnR>PSWEu{<uQ
z8Yf>uuB1#OKyS<U6aBo;%TdcF7%4a&7T<Xb>%5KJ26|^g$E&w?_7m*#0L~o;4u0hL
z*MZJcnEQz8W&8!=2uSy?M!&h=Z1A!)^T1O$(s-Rd!4l?fsS78t22r#Sq-BrZ%zQ^q
z17h4F`Qg~x_##gi&)<I%pC4SyAIV`dlq^*f-4--=3rho}aPsqjDk|n~(b-Rq8sr*U
z;H!%vN?n_!Zt9MD5_|)vlj_HAIc*Z>OSX_yz!tXVPD<f?GabP({l0+7z%8LEJ`PgS
zP^Ov_6{`Aba3}H0n^i5=unMsWZuaMtq|~3|tqa|J+*o5<@e1|jGe+({yJ(6SzF4j<
z>YzV*0f@PJt*3Q6Fy&~G?$zn68<k@J_wT2NhK71yEFex!w$Gm{%+!eixG_4>P~2fV
zBP(VekPe-(@vd9gy)re;8!<Slq^$F99L`CH)cjxMiB`3tz(s%jeM4y0@bX2|^vZgx
z;H$}D0h9R_Tfml+jGpr_6rYFX7aq!oQxn@nY0}sMTneCiI2t(PGT}*=paW2o|4o}L
z0-4Z_YrYap>3qLF65_U>p}S^IXC`x|S6?i|8yGlr+LlnY3jgr^W>~*`$c>4!0v+-K
zn!y2v=6nS0HJ|7f9M68VFdJC-so=Gf<K9*)1#J27SKy@E$;dWF#YyptOA_UP{ZGE7
zNbwJevI3-2YpcRsMY?6@@O-ngt-AaG+%=}0=F6g_(NW0vN7%-8p3;NA-;C86ABfev
z0~|S5x_#5$NLs4$M&&O`fyJ*tAF3+=yB7jBigZo8M1E@k8SZLJe>4K36tl|x)$uF$
zK>CtLIRxQD9k%3vBr2wS7I0Aj9r3$>8sc<08*`*!Y_~J<jgMC^!eKjxRc+p<zVmS`
zT8Jz-NH<{lxptvW3si`2BGWJwPF*ORU0qz?iTf53(tTfz+m=NQG8)l}Sil|J4?;fF
z?kdw)7?fftHX1ijXNdHT^^km}fK`w0Ok-V1j%e3(&+sWB0uGWAoN$-oRjrC2>Je4e
z{)(!iAW-*AR2u7Cm3cq1UdyC?=t;4xBFN}>*sPVViS2ZJ5gjTXqZ;;W<|o4o@-R^D
z`WL|&d)Mt@Mf|?nlAl1~Q^Ir9ccn;7G?ue-=JESgd*eVum+mo%^LEKM>AHsqE~WE^
zLwsAG?kOypQ1SwZa4TabCQZ^6KeMS&?}ef?ZGye6nD(4ym`SR<VrVEtorPwebOR9K
z2S1zY-J%b=dL>1t#&__&R+0^^tncv*gePzMZ_!b<0yx3JIEDa!nTEC<ZKfJspey8i
z1GqD2x%7EX>A#CM+5pP|5T|Dx7F3mIWF*2`Ldb@{S<JVFKFo||8>zs7oXLgSicVE)
zua@9#$VvgKs4E19a;gu?J959kz>p2?chT~&wb-;xmLVhRyvhh_d=!AICZ#bBs0Jfo
z<r||@0`v#9%jYLJfKhR5=6s`jD1C5nczt!MdIEqM>OEU#fr4mnx+fqX1EQ!44n`et
zQ%OrzQt)01H2gpZSy-+10<R{sL#%(=<mS<3Qj3XmHSKI6ain&EPWO?i*FF<pf#~u=
z90TAlhlpsr+Vvzd+j;YYeTGB{%)A2jSP6%^n9OQr$a?+{i}&$e{-$5j!JY1w4*Wc!
zo>&9#1@kF%p_o}^{-hebO4R*wiG{=pk*80-X?M-h5<zvF6!;jws{LSyFiCGb{qp%*
zLj1E=)LL0UQ&XM(%u!^+J!E8#NyLIjrT>z91DySKUS76dZXv0W=JjVIoUzsU;sfb8
za(YT>+V*%8_JO9@WO1`2cj?xutj3I*ZN{pF(sRD7Hv_FK7-MknzV2GK;dRI?KxY_=
zq;{C-O6V59TK-<Q*6lNfa=J_tCjv^(V6O*rGf1JXrwi>_Y#p6ipLEeblND&ZPKN--
zt-^7vsvc&j@0en^_M_->;?Ky<WfncoEtc9{3N)~>)zsGT-ubk+akgR%64~;Tv%LwV
z#P|EOdmeB19vHsamWw{wTN|qNXa?jy^)5%h4$xb_>%2U)u4o)$YcYG^NCe|zT8TN;
zY&$meT1*6ZpL9>umUjJ7at*0>jeFyi1ey(BDe<vL{O>Ne(>@BHljKex*R#qzBD<h4
zVT&06IC?6D7Ipasa1s6mdK8zEQ}*|m2eqr!Irx3iDjdf@E6nS5x9gGl)-D^Dsm$a-
zpgGska8bF<Sfo5e;>&TtX<omjHK4Rv^GXy3(v<lYoC@2e=J+@wQwDrMhXpHs0QeEU
zyDd=<RJ$CY?S4*%OBncce!}a-=R7|S!le9gGFx-;BF1y*RR93N>09N%p%*rqij0^S
zhh40Zcx7?NeaR8PJeUWl_!JNYK*Sj)WTXhJB0(0rxwJEf$3eEnW;~yOX@8>BQtyP9
z4m9p!ApsgM&U(9V_B<#TfygqjaTyXMQ0q;Dn^?l7l6uq!HT$Qy&RTo1$2K_G-03^X
zU?C(lIUd9(C*>pt@;MAE#~E_t3lP*@z;6mDrdZUo!d$T?&t<}YjH+SXKZ=HiTd|q3
z;MNx2kB?{7zfDTKbN~9@Hf^sVx_yD4@wbYaReccgJr=s(g4fyJcc6T<p_NbNw3Um@
z-FYe0XMXoYT4^`l+iEd49aStgf&^;6E>&OWvDsE4zt<5LR}Zv8dmT@{o*J`7rvNKi
z1?M?)YWb_mqj#s6Z=EK7*Sq(mO6^uu3Ic*m8Olkqd(aELBfvx`2SCO?p-`Cx#d)UI
z(6g^^*Uqo`EQMiQ5JMHGgqQn_I45~DYdMFW^XYb4rPS`4U1|e77l&MDsK`zQr2E+d
zg84?L%8_c3xPVM3_k#R+p@bQ|5XFD<c>ZFpLO731g^!E~hS3PlW!}r~tWVoUut@Qp
zL~8$D8LB5r2Yy|^tCXDWwjJc*ZO{ErzLt}UT;%6>qWP4|m<cRX%zv0P;d1D<wtdBN
zdkzVQw+GnG?Km!(>k-(6QffCeScP2Zv(-ShZN<!yg)w1~@#f!D%>+omJjMHqX=1wO
z$h7xT*0$VBz*+h~XpPY3*9?cC%Tlux@b>z+Yz$l|a(f<#+xR-90I$%i>cxf*IG}2c
zH#jUaJUzSOI)FJ4$kov6)8=&^M|Kq(qZb&9ozISfZ8SDj|Hg@SI#}vLueHs#4h3e@
z{k6SBMQ7kw+)0CaZZRCNLr@~A%24mIUmXl{ON79gZa6Xc6>quijQvPfs1gSN-8rob
z4~RT?)87>7^JSxh=KSy*V4)H9K4v~y0dNzip;&X2cWO@}cPwl@mER7Sa7Ly!uO)v(
zB3ru!&z1o96;muxkcEDPxP+;DTdEfiIQ}zyH<caL8bsLO0RHT3wr}b))7KRo>7r7t
zRRAh`5A5THcl;wnA*_TMJj;kR=yRHpK~tAtLXVxPF*|&u66;}M3(HOlNCr7W;lQZ4
z)DDZPi-(>m0urKJzFAGY{Fgf`coXdf=>{N_BK37s(&88_1Y4N*ICNboYng&JZM(dA
zbjQ$nh(PoxQpWJ?$9w*%s#x?w>ynE;X$(v{ocegA^_Az=qK_E*RCGmr0_C()h(xYq
z`n;?!sdHGEUh-6)?hk?iA9^hzZ$91QJRPtTPL$dM=06-U4`&LIe?XcxgW9TgxqX|j
znYZirzl>3-YBW2|P*6svOTt|oc3z45^**0wflibRh``P&3llN@MngY)BpoOr>hU}5
zx)dDfVoKu^uB94!Kte&Mp3fxY9`Kjh(>eAIcEX8IcY+9}u*Q0s+)YNdxtkUdWu70b
zBj-pBwRq7FlvqYS6*n)adAsd)c0&t&f+=R3Zrg1mq+Ye}&I9tw;|S6ZE=|2a5UbW=
zDC02{#q@qd?oV0#ve~xt*D1sB9NuO5t~BN;WQ}w^Q$gDMgy`)1cB@&yuliRJZ6nOo
z_OY4^==}0J(i4vgzL`=ak9Gx><#@C7hk{8GG{c7nYXhWQy+b$H{axICqkpB&k!4WM
ziKuV0z~+8YNklcHpZpX$c0&oJ#pk%J&gw^)BnB>p1$=9X6q7iC7C3M>`>5;r<shlk
zuuwyrC{=?sMFT}Cop3QC8z<LL`FwrHp^4w_%35XupX<$S#G~0)&IK8s`(2zf%LUTR
z+LwG#`}96bq>GQ^Mr{^x7xMqK{#_n4AEe<2Tz$Sj{*OCZDuS>7RFp?RyYUNZ3tL1I
zYa^aTYZ1&<Em5Lz7N6jhENnU@p1k3{Y2IH&#G_LIs=;wdIS6JlM*k_(MEvNn({25l
zf`AO$t&?^1F#c^u8<}KsV$2?~rv1&gU6OYP58SM+nScgqosZ(U-8@49Fr8#07&sC4
zTuv&iy!8coOhJy?%RrGn<c1*it+wp#sdd_z9``X@d-u=yJWYWgyHg8&DmD%L)J;9p
zE5-{6tg~y*o94+fCYQ2LD5G<t=cc~BS-pO@ds)S}4!KQFw1N9~4SjA?w4v~?qU_wg
zGU-2^?Ya>p8LROMeY7+*4O!x3$*ugI>gx?&jD~_>k=!BT4iT?GjAE40&8g;VEX|_w
z8lD0#uJdv&3YL{NuPG)1atsdYFY120wn_z^TZStt{DdTYd!LQgX)_Zzgy+5%cjcr=
z-CxOD`TUvLU(%F$kb4SWwa+%$vO^<zhWHMmz6G{?PwaP+6o_PWZkMR!yMO;;^{Ce;
zSx61aBEPYSnx&KYI=|G?J83O!ZhdaGBeS4x-iB+niB_U`;qBR%m_&QP#m<r&`19Wo
zER-5hr30|16_#Sp--Si_gRFDBH3pH(gKE?7!6E^c<!(>2?s~YKOH}ZMn$X1rhjDxC
z&8polCQpiye~>DN%%sVrPFNe40L1LfM(pQ1_yv>kEO7e7%t=x_mD^bEFqG}MzKZV)
z1z))vsv4ON8<NjWy4fYuqN|>nZcp$)<5*eO8;f!?7SX}twn6O0F+A_<x5g%9?8_qU
zJYBSFfAJN?4<{|YOeCq+JD2F>s3RZjAQaT9Tv;}^MKe%m(T2TyX)zO3W&JjA&U`#^
zd1cK_*7&l#WB6Ay?nMfF=rFepJYVd872W49+MgppJf&X6s6l4o;~rVJT2Le|kK8RK
zNQz>NZ8Vu|PJzd{1m<@ufrkA!TAQ}=)$2!Sc0rdCe060)L(M>^g5RRuHf-vVg|?Ao
zx?luDpi-t?cXCaM)_GVIv;hvw!m7llX=re&fl=X)Ilw%cfxz-c%~7LlVsNUBRkh6U
zelGjZhfD275pl8vtW}@PI%77B#$KW}e2WsATm)hb6^ZgB@B*iO(1itWjKQrx;&RK|
zlsnlaLQN+HSH6U6RHcMI>3%F@^+jQw?CCL*gV=UsC6k%4K6ZJg#D?*>?!(P1i5q|`
zUi&NaG6ZnAKdcEj_<Q4kjc};z*Zh^tULMza{nKxGZTcUdKW^!_s!jvvq^8>VA$g`H
zUmBNJSSM18-_=<^U%*y#Qf#3qtz9g3#4bXA>}dFmdt_o3C}S)&<H|#B{OdOYg4&RS
z97Qk~F5G;rryZ@*Qsf#WuK6L`*a7#tg-6mL@S|&-iJp;>ga*&LBuNvFMbwRIn?zH$
zBC`89V`$tpNx~7dk0~vjUlUU_#7FT!Nhu-i><l|HVT@zn0LplJ1QHolvViD6TYtoX
zPY?p6wvB@rdJDFoq|5;7wgH_cj4TK~P=t5AQc<C{fMDUO9)0zG6#uLIN0JL>-m!$A
zumslzaXX3ycSNXn{LJ`Xu(*!Y=0xPB;pEaE+~;x|(URePmk?xH+&$owxMCV!Whv^*
z(1%%|7|KfEZd2iL#Mhx7na#`=OVFI(QA*WIl65i+VwT?>^m2C<@;ST@Ht(yuXaB2Y
z<{e^9TeHHaM#J8CUT6Gc;X7{vXXJ#&x7LWfz7Wx|LLsKISi0u71E$Z3$2x%kOw(i3
zC!_k2J3m*4`c;Yj3O{gI-~xJ#|0=rI0XC4&!T%(GX(BDVhW3%Yk(h8wHGi&^IySwy
z<!f3RG-X}VBlSvsUt`HWnYpOcpxz-uHj5KKO0lZ@9WU%}vrLi+j5X$fBFsKJCUS1d
zQ6qgZKD1%4s7JyF=$^PL9#ra7JMrx0bY}+?x4r}VU7+eK;tlSdu;X=xST3;k0`C*M
zugGcrMIG^by#yQL<7z}fvDF$AMDx)w?@xP9LCrt6{GHRLnNEvx0@)-ZypzS)6S@hn
zM&{+YrSIZC02r4a;P1aIssZ8@olPd(qlBq5qCpa>A=b40lClV=N>paFj@C^U1_3E?
zb8|IPy^k6TI}@eV<k7%A5$A8^oHO&6dE)nc*r<^cC>i|&A%jes@x%A!g4&Qt1#ZFv
zWs=yqh2nj6w_yBg+2l7{^*%L&PHZ*#2I!X{E~*rF+15h|u~J7nPcZEhG!>RdaPRV$
zB4X*pN$0gl;z$N)OT%-f#;OhzXP_>Nn+SgqgD!L@&T0b_Ur!D?cf1&R|L{5aJExwR
zgnzZW9R5ov#-ispzAhx@m}T|3z7u4EiV1t=D<Ct@ibTm3P$v|8i<1X-eAbnaMEux1
z0T=xazC-Gg$vidiLoM8wLqBSy&P$tX=}8DRi8KZr3064hI$HV$qn~4`s&GCruh$(9
z$)%jjD2Rzq$W>OWBEtPlp7ib|@*!d))7l1><L<D&^DQE_YoS_)ly$gn>!v<y3C|0f
zcyqvS)x)6Xy35C@cLR`Vl3$k44gZ6>yfAhBc|fePRb9_9bCT#2SQ?DuesP}sYU6yf
zXge{L84IY_#*KLK{Uv#w87QI{(&!dT=<D={`wC5ALe^UG<gsEHJGLy+=yr#Al*Xsk
zY#mbjT`idygq3Nz>d$LVOswJ79glMY_xk%s$U|kgstuO4*jbbKM_$#j*0Pl36&PBJ
ztGG?;+Mr?iDJgdh36H{}`Td0PBfCkmT$USLMQ<{oM{@h0wAKJofX&tCuwVAd{5R+b
zu4I~6$nHWnxO)TXqt04gFj&U##uw1mCcxHungSa8My(XA5nKQ_sqE*z@L4?@Ch?z~
z#O@0!Tt)Sp%r8fC!JA=EtK2Qe9SnJnK;{jteKZhTkrq7?Y4#jrc&6;S8^*7ivImbf
zR0(}JUF}@ws-qGEg^zpr+!EQ+jeQ?Qj_SD74{skwmzgpaZa#18q!iikQhu(i(y7<c
z-e@B<gL$zt0gQSZz*l~;l>fuU{12IXr3<`pEwOCJkPJ}W!IvooA4G-BZVr-cXlYAR
z5<?rTj$Ig{XMXWIgE7(cnludsgwQlB1|A#(fp*EB;aZ|*{O?pTvQ>V2T3p@WnVdqV
z^P3(4KVt^cTMUjxa5L#iQIAAUVws$MmDn0sNEaxLsdnHYRkoW7*EjCy$LSE-c{(^M
z-8*7*(y9D*t+*Xa2zToszK+xg>QnKQts-cQ=wkWxJwz!OT9vN+)n_wzkK-Rf)0HR?
zh@1ew9Ly4OtPv*ruCgQ^?y8wD8;W|D68A-}6FZ9YXS|c^*;lPrO=}Gx@6L=FTcCcs
z)V)9tpUcGVedC^cL-#eh5P1_CQ*=vT<|!xG>~s|QTU2Q8q3n%Mn+ds`q@*3shB}8d
zuyJ$fZMNLx{7}Tv6caIP?ExC(dQf!Frc3d2MrX_MR61Kr6Q2sH2Ht!;4^jiyaz0O{
zS>w=D<I5Xsw)_FuQKV1o0tq|3i~;{OB$6`0xjs5nA1DkUf-qtYx~&3!2GO?Ip`gip
zU}%?(FWO*L(%nS)^zdZ8#d-OXtb>Fyl(raY;68>E74SNgF8Zl%!0gGqg&GejcsXC-
z2_wVDoU?I${IcqXWlf!vI$WXw<_32XgL0)pH$>U{@E8X`ztuERlhSHFIz(p*Piv$)
zY8e?i8elp<{Fw#Td2~kRf0a;NZt+R~<HdnXy7)Ewm{9Tlli6a=)at{3MAvb37cl2C
zmc*OJ7S@YC<_E?G-{fqSR$u3<VUoV*2Q6{Qd#f99jrUm8f;|>%oAAdt)puKdSxDcf
zX+YH!8G93%Fl!|L#33SDi2l4I!{4jE2V2R;^Cww+U*v3j=F@OMV;*XYD16BDe)P1U
z8c+-{L**;;Io1jG`m44So(7M#iUk~=D^kjL4i*M+(r^k$0AOsHmw}7(U+MFOknnFj
ztVjqjc0Rt^-K+EH<aQ(<DGzLs$9@9Qu{Ij7tH!Nu4kJxBm-CFjM7_8a)Nzy-PL8f6
z<#fT|)S_-IYGkv7{L1ZoPIO-agys}n$(o!dMVmNV4));%$dj)uQB~ur7QR>(z7G*i
zCnCc{)`%xlXt*#&t_692II7{W5|ZK3HPP(Hkh_Pe?D_5>g50Th7{4qGN6l+6Z+Xc8
zBm9G20CNK6yPg5iAQhzfzL)NFBmJcb0LYLopOE&FCBC!KpAUHnYQ^!inc;oCr*c06
z8`4H#9VN<c?0P8ei!jzLscF)MSP4=@Wkc5?e8u=0skT)#y;fP=4wT$?^6?j8CJ|i?
zw}cegkuTtiZ&zL7se~k3?wgQgZ{{lardjSm$w(#0=R@Pg<L;42t5w|}E@6f|7A8!b
z?SGU0D1c$QdG1}K7XQkoK^@0{B!+51pc#z)1zB*Bw5ax&?TpMH@7<;2ijDf;dt3e*
z+i@WLuqZMPulnkDvJ@Q;!WqRFZiZ%>>sqx}sb@J50M$GGs(UQ$A-U!6lDgPf9X=Lj
zm+QZ=t>tqg8oi%b7cHryIQYo5O{p)7WrCKc7ZT%O0R{W67LJfrpD(_|eR_O?vspK+
z&sKWFkz|dfYPFoVgo~m-zo2E$&PDKtd_lG`Fo&>m8o|4SlN(%2r9?UHgt$gFA6dk!
z`%ztl-T!>`mk!Pggl}`n|7c^%xi#gK*4+E3jl##(05h78k5A%!WCU>gYC)kBgM<A5
z!*mC8!{=vwcnaVo-)DsUe_U&E$17cX6y@S)T}DIngcHer7j7R|Nnszzb7?Akqv~WU
zl%k>xXY7mp1aN1~Pe67P-zzkSWUK4X!YsNc@CVyc{J8^o*#3*HJ&(~X<4le-Ci=>A
zcAnzd|1nxQCFTU3SnqDN{`{WkgCj(I{G`JKUD!P3>#yQK{^iGwxi(RaJOSh@q_szV
zhUkM(^Pe0BsD<c2nyPZt+zvI(9{>wx0pxr=VoM1?5~HmV^GOGCHXCRS{G%I?ooVay
zuY?~!`5i4J4(NN=Q%%OF<%R(-dlC@VLCUPoh_$B<T2BhQ(myJ}+g{?cYsPd9p+C*T
zj^6^^jIhKGU7yFNjZ2oIHO7is#U(st(OhLgc(a-+99wEnTB>xIHI$9EX(6p;ttL#3
z*Q<v3^M=k;AVM0XcVi<35@p%sm^IXd23=Ux7?B;B?$;fnsLgak8k@{PT9Vpc8j(xv
z?e_Q^kTm?*j1{8#1lfWa=zcb%Ci&!cKlpVk8{^OWy(AeIws*li!1n$fs2F<n7Nt2*
zE&-A-`?E6M{$FCGjTgDxXv}+MfKUMZa6d|ZbCj5MSMMj0RZ3i3Q?c`YCulh;Sfy%L
zG^f1V>Piov<URRKqUu)$zqP=b!%xEcx~2XaIfF^jOGW%uUWa@1KmNFMn`C-JeNGaf
zU2Jbs)Os2yOacnBw)%VJfa~rMuw^L$%!BSBP(Z!ly&l(JYUA;bT)zFIjfVl+c;e1@
zpK_Nd(&QxFmT-zRA5upZ2U>g%gVVn4#gzrDi(+b1ylwnBv5vL%eyq=FGOTW|J9-g%
zsgJ9B<n1>v#8tOz@T#rBzY_+eU3k`Z<;J+<2N8Ep2>bGjYBzkM@D>a&atmKoPc7)g
z_wR~Q#x2+@FG{!OrSJE3#I6M8RtlF`?l^-)fbuOBfKaVI0wE0y0fK4PHu}+p6u(LP
zaXP+xsWD)|;=wjvz7Li{bi?p(23eehO-Yq{9HfaG<-5CVyodryh4^ZclEG-Xq{Z|Y
z!DmO5X;gQ|!eUa(sseRRh2LBYbH%l*oTpvv5fHesHr*5WnO|<FixUB+Wia4UddypK
zbbn%r3ES3*55zMSzD_*UXVa%-A&2C3W0^#3xM-&t7s|n-DzPHeS(G;F;I;U22W{{h
ze%^Q~=O*`wDcx=~^BuyEig08C*4$5+MF!$_W7p*05X3$ET9PjlE)Q~`GzX&UjxT0C
zfEBSkvIOF>Q93u5l2gDwC4fqh^701M^xHB$7rh)$Je_`%%+^VsAO`XPi+UDuy3=bq
z{c;;B{7~UGP1@n*&7H9A@G80SGq#IW;0ZHu0ZEv+6+8afQ3k1=-cUV<+uuo3WT8Iw
z#gS<)e<8B(M)F7C(l0Yp@EB9N&FPTcIpc;uP0{r0gI=_}6p#$}AVd^yT;86cgMqj1
zG3KIj0{qba!t-G9!x!Bn_0AU;2doX`w6^A3lhjt8_O%+=+IDBF591Yz=lih*U7F{d
z-r_##6+K7*{CQ{}-lf80*T(LOo;W&yc_9SsSdS=1x11*+%`;BXr4!{!dB<_PQv`9v
zoK{Xu4{8U$8(C*CE3^cD?tc}=a3eimdq)nJa{kzb43Du)NNg-(xWKx+JU5>{u?acc
zj+JXI+wmjFV3>tD63gGri}a0pgniS)w>8h`KBxn?MMX5Y`X4CjecaoOpc}gTI%r5`
z&H$%44end&L1{PTYYl4JOT2C)t70DNfiVYVk6v3R=B@flmFEZu`Z53!BAP3_1_cDd
z$rY=)xw7Fj5=KKv94Du0>2UJx(4zEF0W&?FQUpZ*=FY!hFW5qjJApGZ&c)VZZpHWZ
zj1%7G_EXxgV#(d*hc0Jc`@h~?-0pDp<~(>~s>)Sa#1;TBZ|4mzr7N(qb+WN_kSFT`
z2pABCAZshvCV^YZFtC@`(oB{B=h#I0#|&EnjEj57V1vL_5#DaS(U+MHkJZBc{gJot
zk(ZLUwHLVmNZu-$AOo|PhJA^Pjtx~Sm#H&}y}eK%bpEpZ?$>q^kYhiQdb7moIDRBj
zm7TqwMLZ<sI2v<vDw=&$Tu%J*uq~n@US_d10mPmI6_cKC^H{eoJZXS{6Y!)>Y<QL;
z{3Z6St*k2N3tK5$69LlEwi(<jboRQFM<Ty)@1Oq#1StCIs}IOP$J3@ccr-1%O2Ypk
z!=K^MFSR+@KUQR{wj3x2F8T1<V&DZjEa)#o7E7euG~xdi;lKAYHIY`psAV4(F9SEJ
zIfo=VO|{@e&kWgC1GF_N9{%CStf9$G@{&R>7%!Q4FS})D=5}^PmnV5P+eVB)(jk4e
z2LXgpBj8zCz4egvo0}$5V#K(6Py?Qj&xpW;+|!;WAF1JbqXq3+%G)IGcL|(d7bV1N
z&{N2yQQO?Y8<NLy`8la>lW(@ONWGpo-6Z1>Pp)YqWjf%ur&A~tRs}Djo)#YubE_tp
zDBt+9QrwaqcOeixNU@{}aq9`OlyclCaO;fwRJ|T>GG>^Mbf5GbI3mQIo)K%;n4(9w
zGg`hMWCrvjv;QS*`B#RL`iEy)Dhx;ytHz-kw;Lba0^DdOg=}}Y+Xn%uzsLHKi)J(>
zB89%y_02cM<{W_v_DWs5@<xg`1;)2PC|#H8^ECvxjl^o(@Q{C^RwV6XGJ|{ieb?Ye
z6!O6l{D<#Ku@<QT7sq@VGf)!j42a3~xX#sGeP7p47ha-KjThYa+Rkz?<e{ElTz=~J
z-<#I{FE=YbE%KFcA3kp0AU&(Vn%~*EvzBCGPVl2GpxEg6IZ*xhz;<<4j?!L;s;8t;
zV&QPr>YAoE#42%}>t@MZz67MLyH=k~ulGESWF{NM^*~S{%#^OCKC;)uRnzob;zVOJ
z{D!I4O+)xeaCd2Q{gNWZsUB&tWAaQ#UF`Pe8ku#SN1kp@D!ngIe$ZqWNNNk(5XR8S
z2YE{7Pqn9Mh0t^udHUy{d24zv6^SV*ojVx~Lw&gCH@(~0x>A!CvpoUK@vca@VARam
zGs-{m?+cdipSx2pGsi!ds>V6A@wrx1@lY<3e<PBh>lOjMYi51WKKc=xCTabv<^bpZ
zLFw~OCKeY&^S(Vvas5U~__BA&<XOJX^93{Fp`J-eDX_LJ_{Q!1YF#`z;j^Oo;AizQ
z2_{@#_wJkH?9!cG;}h<`W=*{ie~v2Btu#8-9;rH;|0Q$G{`6CN(Bc<XR~-Soz~@@K
zzd8zK4W`A{spdvK2>{}wAFZlK9ZxW%_q{H75er&rXmoY(x!6_uO8wgnry9O8Wd)>9
zfCbB2(sYZglc2ZocB`YNDsO+RXNa_#K#&-?Xt`a+g1FPx*(G=uQBIc6V(!kI-s^zL
zbJQR|g}F?c$^1-5K8X69G@~@Rf*+5LM>VNRA3SOdM|u}XJgZbNt?*HnL2L9#C4ZBP
z4{q*Yjz}IQ0b@ic&7w6%R6v5mUiL7h$!y?ccUd005@lRf{r>)im4>*Bd{CY8X>?^x
z?{xJ>uf=(FWV_xPL;}4@S^?c8WPPYtp0ZV#G!3pScM+Pd<h)5k-$|2x7rd3`lA7d9
z0;$)zSgIMlz3!a1wyDWKm7(f|{%SCd<r&i-v+V$Dm4_(tOUA@utLv#%nlSVKU*FiD
z8;WZX(o>5Y8gh?>o1B8XMNC(Fd8AoEIyK)7t&wmXIVYE1FbSRQ=(oU+lO<(`aF*c^
zFk9`d+12|<^cLrv+J&uA%+!9VCuI$7Fl1C*m1|mjLy3L&m{mJf=F}SF25O>$0O7N@
z0B?t}1Fcz^EvUen9CS2oRN-eaS*<wYze}Tke@Psq*nMIlri*n=bdE<4Adj`;#16I<
z?<NO<YYcQ-W}$lm6kglt#NP(rmd2`*aWaO@4%|28?clTp@ldYRWvd<j$48)_mK_L-
zD6YO+g!0Xj51&mi*!Ut^=*j7#?}2q*-J+@@SxgDZZb(tY*jjXF$<3B{d6$^}HiiiF
zsQ(Ty!Y{8~`>(?V6q&<g0%ahHk8*n)8A~9nj?d=gDwtpc!?sThXnRw|R$-d5zPdpc
zj91LA{ea(8padT~(Y4IUlH1lwgJ0=fqK3$mpzrfF8lz`&cQBZn7DaC$4?RY3{dvHU
z&_^i$B;w$Q3BT1o@ZT{G2frzxOE5RNJ7au254$?ZT`Y+I?N;O@l(7NyrDD5eSWNL`
zszJwMhfZFT!^Z#}oMb71p{W@=>o}J#HpvopyKGo`yD9-&&u<CuY@A9mX(G3p*8~|v
z@=(<}Y6I~F|Hy1M&DmC0l9Z5MUH{hw^Zh}bM0fwsN5znC*6CpQSVBF<;{7YeI8b)R
z3Vis7*AY2x_`>IN@5L5mz@hiGLZ#MQ9Ss(YckbJ$u?vRCYarSi{D}0J<&NpZBMBMH
z*+_mYuaq-z_9aB@yUAJA#{#hT|L5IRr+@bjIr=eQH8JytuCLCAkQc>?7S)XmJc?RR
zLyHm-SR$2XE3T|fh>T^akx$HS%Gt8eG!o<HyLkQ>!gry0BIJjfhkfC_#nLJ@;H8rv
z7p|NCxMKR>rpc9rk=Wu$d#OmeSg`{Vx;=BCd0#eE1a$ACQe1~$zK14GC6O4{*dUf4
zp~s2{zA9J4XdtadrDEJDNf5_SB+mTqGW$*l)<u8Ie|vtq9i6h&NH-Q_;V;I%z3R>q
zUMZ9+nSyg0U#JmGlqxHiR2#cFcT&sK;N2sz&dz9@%iYaK66F*9Zr~DyV1h|3I;sIk
sPj19;34L;rp#^)<2q1D$J3?Q_6ZJ9eyI02t{Pmg~SXrv@*^77o5C5WUivR!s
literal 0
HcmV?d00001
diff --git a/log/zPythonScripteTest/err_n_plots_multi/IterPlot__MultiFO_Rho__fwi_CGREGINNCanonic_iterate_m_allshots_5_3.png b/log/zPythonScripteTest/err_n_plots_multi/IterPlot__MultiFO_Rho__fwi_CGREGINNCanonic_iterate_m_allshots_5_3.png
new file mode 100644
index 0000000000000000000000000000000000000000..4a8531a84eb47980466001b5af3937a2b000ed77
GIT binary patch
literal 32970
zcmagF1yq#Z+V_tlN~n~CG((AW36cs!cS(adba#g$!Vm+}4N7-+N;gP%cX!9UH|ROf
z?>y)IzyGyxxz;e;d*6Fs`-;!^+J15}qR&tXP!SLio{5Wr6%Y^}ssjIhAwL8@`Na~K
zhJf%nL>&BH$tiv(!8w{pxe7j)y*W|*TuodMEAmmX7&68v1{H=JE+%Fz@~dR8d10#u
zFG92!wd;P|hX0^1Zb5KCapEAWp%*7J6A{D;#URrS?PQHH3+pt~I=M>GT|cTfyi`(F
zu^*Fi7myWj9^|l(RF`eAuRn3mi&~qJFyKAO!KoEPzAjZD@Snp)2$ikMuPoNo2{AK+
zCgROmNWpw6JMr?#?PR?^&}}`{Y&o4H24?<aEo6WpygADnKX{o_OU>guXcCc3RH|V;
zpnxqXfW1YFk$lGo`LiI#&@Bq4W3jzpeA+4qiu?cpA(h~%H}C+3XO9Je|FRw<k^?KC
z6o%dXD8ZB=z=-Q@OA*8G?c<N16q2L9VW^)j(!zKtABEWEo}b}*y}?wZn?bJc$HWAd
zPmBZq|M9>Bnpd0RtOJWD27b!9!h(Y3`8D6ik7^CEed#nP2fHvlKDIhi1o1dfo?Q=4
zOM$qo{vWgZ`UL|4;a&DYOmq~cpW~+(A|5_YtGo@?<Sp^G==ZcLCZmJjzvt0Ob7Gmw
z5_oa-h+!}CtH)YI%latIECTP0@cchs_V42c{PijQaO5)c&M}*!Bba8W_ACU`YbcC4
z$pwA9?V8b1iW~x31bf7)-jq8<ND##m3*dPico=6j34xIj5XeS8l08B|_-?|C@!x9!
z`@liqE5c5q@dLxdINs(Ze}s?sxz<bZ?OR$rl!F=xWRwk6q8QiaGE+_RB5wGi9~Bx4
z=%4%XcZ!Yg{yCCO_P`G;3W3+eX)>~bmAEgFlK9z^^Q&912tiT!8nl=`L7jZmU03ow
zZABL-n6VBzWFg8dCJjRoFEtcut&J!px^1Xbn6w|5=98}&;se`W`hOk9je3;<SEuVa
zQ;wUxFy`B=K7#>s-zc*B7HED>y59<O$&C*;LzhXUuq-l%v<=onJnEmUnd4&FxNTyO
z)T5n<TF32owqDDumLZ^qIlRUF{~YJ<!oBol&A>mbaS_Dn)Js<I->`z2M!p^aty<5N
zhda0%gJFwBSjItJpL{>04^cb>6-68>nxm|j`^!DU+<s^9Zrz2Sx0GI=^m4GMWNR{0
zz2BaJ`Mo1F343at1$Ss<K<oW~?3To_ARjOz*25S`zLDwHM>K}+?Ck8!?CkZi3WKwm
zCxHZSoer1l(0S|{>fKFCBc@&F*gPwbNWsSm0Wz1H6YXuY8wy|U>`}pg&6$D09Qc_k
z-?=W#Unm<>>2bF6u(x07q#?dcK$FeQ%6jeiMDo#{@rj{D>Pz!%DkkV?jhUO8T3T4l
zlp0T^`<Ul%VaiKNPBq)E)?IEMCe56e6+wKW3QE#a^bmi3rxd4?7x97Pce>!De{f2W
zdM%>BK;4>?xSsvCrXbbHSd$WzKe+xD<|l*=qLYTA>&b?$A<d?>1rB*o{&=XJLGx%?
z&Avbb*Hdg=mD+KxvSr~*NeAv%a}Burk@KX5*;M&a#JBD>Ce_PpG|RFI!!ftYjln(m
z!mX<(m(j-t)tc}}WRbuLdUtbmcDsG>WX5Xdt>c{a1{4#~&!{^x-L&9JvFb`0^?onU
zy^A2C*M|)aYKmIoV9Q(6k<c{Lu9=kadozBgTfpa=Xw$V&1s6CyH(lA0Liw!v7&x43
zCGEt=YYnwxV7SLt-NT$bwUUF*j5#;`1s+09vzc=DHH(@PV%|*nPv31G_sa*6_NPa4
z(?P^Fs|>2#ma|iP4Glkak50?WgWe-vJtJ0kJzrQ7a39VP2_{k4K79e^!DwTSDX^x&
zvTZ6Kd`Sx{YBh5hRUVy)n2~00n#wEGIBeh^wxDlf=PDl;sNar#h%K8hZyQovS$whK
zESSoe1#)2sY{?8_k(@1NFheSK=A5kKH+fc^q(G1Dg%OjF{V=L_r)o_U(%%M~Dn*){
z<le2^B1Pvv_KM4Jo36CpYJ+J+(QCQ)yUUWg_AE;_TzzZ&dbOrPw`FW>?7H92bZvYp
z5ErL$6jh*A;k;Abd$)2uQ)?u^mjmkE2Z6PQOn$j{k5(oo*{|u?%*~0VrEAnRrgE~w
zGgDG1u2SgW=Uq*XHaf0n`6T>qAC;9`FHd04o=w@JCAnJ+#KB!0S1sYT{d~R-BVCjB
zaZC-1yJrI9zpGNqJ@<YJIp$>cu(O+KG<ZlFDx=}j*X>T)^7EO0YMBxT-}`v6*jRNN
z8TN8>Wu^U)#YSK4@gfKw=1$EX6s_LAX~7p}8z1bot(>z-df6Qi%y*l;=B!c9uI1L*
zqjsiMKV{)AwtxGCu>L5i!hEJY3~DxYd)?{lu@Fwt7ECx%)pU8Hk?3>?Q!7a_2hPRF
zpu>vt+4V7vVd8!jZHOg(3oBqHTqj$Ew(yC(@?i5L(fTU+eY6ZBk2B)AIG1JbKKbv^
z(+R_IWtH1@&$(-uKdLYE4d?E8b3$<UWn8SfhuaEYmAuvd{H^1h^G0w17lr2w%H$cx
zxt*=GzVmJ&fs5gm0q}D5Y`^D01D#4f%!bDg`7SUbbh7nd)14*VoXsiLG=<Yb3M#h)
zrP>B=?I-22nJ!N|0b9Ne9*d22D8ljJJlZqmp9X^wpB&d6p+^NySqA63uv)#FgP+9(
zP|M&;gMoeHyxx8<JDK?6$$dmZ)u?#GcQ_Vh3x^+<${LSdtd0dog?!@I;XQ#)PV$3?
zXA|9xXG5<A^0aE4cOeC<x1KllYfp(4G%5u+Mj|*h;Un60+0gYF<rAj*<MM*ueQ7sa
z?{v&5Tr~&2m8fqJYd#u{FVI--$E%*^-G}YJYn0tP;>sou8>+RbG~UOup;W#N3-?E<
zNgrGuhEYx!2x?AHq8u1+HHHgPybej0^HGb~!SBWEq+V${<Mn_acz=z>fd#Rnh=n-(
zgv=B=Ur|NPCI&3{JR`K44n$nxzS?FpJ6v{0tx(s}x=0&JpS@|P@iUs>Azkg?=>?qQ
zn=Pz?(iCbEx8L{zQ_ODTpNC|5Hg5&^B*EzYF=sKddwUt-vKV*S1sO=a#^DG!28s54
zo@;vXF@d%>9EPT(9y0OFU9#V*s`x-I@UJHq-FUUN^k+#-Ni4mdXMJ4mvHEJ@<GqSm
zOJifU{5{f4kp~E5u<L`_jM4m=>Dk#LTf^?iJf5vF^FDDEo8wL8lM=%E(UC_BzaG@b
zS2~hj4%E!>lzXy@R#sWJZ;lZ9Wu{jjeinDV+S~u}{^oSn^$f7`si~5Hx!d{gv{#o*
z8u)kl)OV5Re0mLNdl%-rnEL!dkbW+Q!*6);l~=pd$*EzRCPzy~pswCcO!?dHLqblA
z-Wx;UEUt#9-M*}tBgy$NqBvG?;fr`@a;YJ*(nRi!7c|qiSM4@BqA&uR-(Rkz@C8gJ
zOJzq+_mnGhmF1|1#MdArLEALg`7oGt72HUNkzUF$gh3<LE0W<|<(Kb!58oR0t;Mv0
zOX(L2pXxS6Fl-$_!ipl=TgoEn?CO*^<TTylpQ_aBwbHvlW0cD6t0z2Cjw!I*t&pYt
zL%6_n)*WtLX$c#QB<g9#gTYrHpDGl;VI0jsU6D_$g^Oiy`s(oUm$#zg&MkL6V#0c<
z!*>-urlWH)xkU$k6=q%U*qKGj)6wEY;3)E?iuczStN7q9gOc6$8b+^tL3%_41lrc(
zT+@QLJa`6mXWBOfo=0O??2|7?%x4I=vbX42KfaqouJOJLvxD8g9=I3WY^c5ESk-}_
z9<uc_`q#An6f&{xt%EoEoH|^*Q751Egj1*tzW?f$W$)&7ADnx2ePKLXbfRmw@FSgT
z{hi6)qBmm&It45cA8dJ3)2n1pysm>5BMS?yYO`mU6XkXAj8p$Y$vbaHwxj9P=!Z=m
z2ue=i(a5hqy*)j3>U|W%<)*nS0KeMjg{R%#jyDAb(PK(SGiS>tZ6aUYCsKnl)JxM=
zGb(@+rcT!1bK^QXvxS)NmNJpVg!S~qH5}^%e7K+;94<9IMTGa<z$JC!3Cul95r67m
zc06Rf!Y3?$)y==0P1?Oc`W{xo02i`&0{`AFAR}^7S*ztcdEWjh$>Fq!A=uq*+qs!>
zWWK7aUFYSAB0&rPm|Nf@eiTXJgE(B2wi`u%K5C}xA7@_*qfednpTWP!!4EnXNtv4Y
ze>!}G4yBwQ(ZoXdKAry})$$P8g`?kGv^pO}z0hvJ_j#Vhx3b*q*Kt&9nt!D@EBWP;
zZ?$?>niK9klx_}Y|J3qpDR`)|9tZJ0TLpvLd%5<HXh<Wk;QhB-{R8!-edm3`G%x}V
zZzusld6MUX<%isL)+z-c!x<Tyg#$?jX2{aGz)h!$8P8$}+I{g6eBO9gA1(Q+!F;OE
zv;ZEq)rK>A1{}<Qxc=_6jPXkADd)M%lRMYEM_<sblaXaSHg|j5<r#l+w03*3HyygC
z?bfx7_z;NKkNWOH1%GmN^<mpq!)5Q0=gjD6(fZupjQyD+UOc=idXj+8rDMiX+vNhs
zvEl62Wy~JFXIXGPH>aJIx5H+3Hsf-VZDKZkpsOV$Lo5W22|P;a?&rEl6<S(Hxqs&*
zW`m@KD33EVpit!8iW!?zeW|0-?E9?ps!tM#2!08#f9Gk$Mb;fH5L(t>0a1@zw2}5n
z@Xb=fT!8TlO3>Ddb48n??Y^3h3eL8__cwFK3RTEkG-BEF*As%Dn)Rqzhl;4uW2*$>
zCv<~UK7M$1KCYF!)>M|SAz$l|qPc;Bz4&7^ER+eiL9*BNt3F$=i?SJ#h8}6pxIZz4
zGym)>=zMnIatE%b{kc*pQd+kO5dXA2^e1XBB<Hls@~w}85_%cR%G@8L?+UE^C`!6L
z&am0oXm%Kx?$3NIIDpeo+;(06YEAA#YLERlG^1~ML2ipuC-fE}eeIOaHiW(+y;UUb
zT3PIz(_;C)Tw)zCl4k9Y7Tp-a2RjxpBOyxN!ic$v$ackVrt^yqq?{r{d)sm?At;)o
zFIV1;bF|K-^xSNZ$|C{WBuD>$s~_9eT)j8V^acc@87JjdWB6pLuQ<{waJcchLj{>q
z4qHp@S2rxgDXUDJ1-!;KGO%*y$1*1w&}J&uW}vLwdg;hiF)JF=+Se2BVn;V-yUh1d
zxV{5}{jYlWKMNmlxO>y~xbf+l9p6`(K`aU85^E!5Aqwfo^W)#FL@E>pjmAF>+ERnn
zU-~6sL*oYH8GJqvrEqB~rjW|J$dU*Cp80jU(;IwyvVz3Kq)}6@D>{@9<f77vwf!+V
zx5wi}6o-U;Ooz*gmfDWZ+t*YXZnuSWp2sT>^K!K+E-XEDDy<d{PYBD|IV+wM3|sc_
zHwW<<90o$r?TBuuy<Z86H3O9<83qvIPwmJ0XGaD{tMs(om#Qz@Xp&r(dYC*{uPxp4
zv;E_EeLs$FukF@ub)KHeE+$=GwgEp;s|+zW^G9Pku6^3B&l&2)o+qVGrJo`9ij45~
zu!?vm7LG?^{uDCra*PpDpk{pzu_mnH@yLYAsYuJFKSH6ylKhmi;JvMIbgLVs>f2o+
z+p*Oh4=h+i($gVx9n7C|cu`57x(CWCb9>dhsW)fbSGgP5G(iqTS9NEbNkCp#6<oLJ
zJPQ;>E+Y|!T^3G>V{hfAFLOlKc)1(ifw@diZP_e61EJ6Pje1^Y$i^{yC;>IpA&$Le
zL!Ha$wjq!jKY6<D+P)JNh|f}3f>YKZPl~6OL)Ua)+5N%;DzJ*%OZhQ-S>A>3Ir-P<
zS4(0`KM>oA?B=8U-CW?^o_1%`?b-<r!!5G1Q%MnJ^xc<S?~1ntmn?*uPX%U=*fA3v
zcdhZ_Jq6befuovWvp>EeDtmdLeCD>_=%X{sy*5^%`GfATsul#PejSQ_pO3n+oE?n4
zF`s;6B-cR4cooW!SRu`4)3l+(?GLqqC>ZTl?QKLxmiu9gte_hw1d{MAPv-PfCx1hm
zQ!6)<UI$&=<AeEtZ)j221IH;e_8e$jH|yfyQa9n5z66G!8ZiQ%w3rD_P2^g6%oYuN
z&!bE6F!|t3i@${rQ8+MMNZ?}h8W)e+i#6{<Lh?p-aD8UddQk_5hu0Zf5w_&Q{;=$)
z5YeCKvNq7ASK*%^FqJS-hXwS847KtLG3WgANA(m37U2;<p#WyL32p?2u~`=NoGec3
z6m^d!9-o}7*IoJmnsl6tM;ICMXbUD42iu!+Zuqai6!3U~Ig)4o-Lr}4E=ksLTiR;h
zo31hiGQVnd-IGmN6?}N~6lDx-_)2Z6!STz;<;j*XxVP85F`%?dK=+QD%m+ZyWnb4e
z1u!vCC(BbjIonVq-i>+x=1RVHHbd6_%gAdwI&PIyEy}P48~$ht;4d&9NJi#+IQ6-K
zxR(NrTgMEnRd7$oFodhG>F#ss)?y%I;~49+(K-V*Ki*+8WMx-|IrQ3S*q7J4)5@*W
zaM(mLT)jloM>l=URT2z^aX4@kxx^&uJ;!U8d9w?P=4A{A{lq$obqBc?%W5<(4gM~?
z3Ei8i&#$*WFMPnM=^13Mp<gG6sADZoa!0->6RN9yB<tZ<z#&^`e%y0C<M{aby2dUE
z(jTh!Jy%`XbK}gj0hm|^-{YH8xE8yen7I-MUeK$V+||8wkXGB)y$|%(?HnALgD(*C
zIBXN}IJ8(=)P1a&5v*qok<B<P$x}`x?1G36F@iRyDyTIvAKx3`!=p<=x(3&cJ;&{F
z`(LSb2DhgI6fcp0gf%@oy*d;qfGn5_Cr{0J{EUFY=e<9>Bd#tP=n=x_<-;TaC|R0(
zNKb7<gZJ&Cq$T_~_G)U12gq=)dpX_fva>;g_C4Q!mgT5ex|tq4S!#!En<T8zjbaVV
zzrXQ%kwuZ*_>~>;r!-2*J}qkZA}PfnBCS&MObdGs`;1sen-_^x5lytdJ-z^@9UDPF
zd&@yEjSjq1cF){$kISO%OT+mEC#aMEoCP-|f{i|b&Co-IC%3--AYsKGY}XO)ZY#;p
z$lAY^97rE3>qv46(9U*<#tMA-V4vd1;(FriMDA6qVsPzltS#%yMALF78U79C_9B7Y
zDZ3jOdTH5#4kh3cIH!+)tT~6FkJk)o9xsPIw<o%4u6_&`KD>t!zwpjx;5`f#{EN=B
zRXTCjt@;^LNJFST1}*zv=4y_WKrV+_oQ&1y<rip?7BiDT9X3;_+YNXTzOz~lJO-D7
zWRUH^H=0fVTIYe*2E_n+Uf^?F26bimkgD~juu_IkK|t;rD!D*Zp4MVNGdFkOv<tr*
z()~<8@#D%`V%1xkk0|XM8N|Ziir)AdyN%fH{K~kSvhwo&5tW3u#_+mfkm8a5bQ;|u
z&WBX&duEGu_k9lY&6f5gC-d3sG{RBKiTac(%Q<Zdk*B;Sn=Oj6Z+W961Yg8(n{Rpp
zUxLhDQzds`PJ-U%0<5{~5i55Tnf>KJZ!Bk%0eVpHE;!%te1QTRLp}8rETOgBk|qBh
zyUmV)R$#(Q5f`07;21;g0p`N79PQYwTshTN3<RN_b$Y!A*EAo!6}Iug`5;1TwqCMr
z&%)xgC^D&p>Ul*gviboYrq8efHG)9Xz<flToZ%yH8-8{R$)fb2TlJ6*5EVXw<bq91
z>QM%L!yAzCa3OjL$ruaw2aQ{mi=4@Gq3M20$M)bE>umA$vd^L^Kxw5J$|gGg^^3_1
z07GTp`+StP_mx;Y<E?jbT{@IP@GVDg8mSDuIz9zTZ!LkW!tdx~ikT=d(U#nCYO~&N
zO|B2FzX{UZe6k>cCIq0LbWeY(<5B7b6}qWGB}24`Faak9An;}AUAYmoLJ0zGPu!gp
z0PfzEqVH_PJBW1qAOHQDA2qfmGHtkswO)^DYt3dBDoFB@@a2rCe!o6u$(7N8VEW<p
zdVm-TuCJ_ynph?Y7YJ)h-H_7XBYUijiqVbKQLxGj-4-GO)u38MUV8H9sbAmTF+%1y
zO%dabi~tn-*T{`Tx+w4d08G0*=yyq?8@)`<{Ex#SKH|ETsV^oZ?2*n%*i6<W^qGxP
z*|YNB%lV`0fI5&8PF_!7`Knes+tT%D4j-MTEsTS{xj)TN^_ruQ+D5`*zbW7<1(xq!
z_OCyP*>3M{t$&w%QB8mJ_uad2F)x|f7n7gHybVhUDWU{V$P)zGj;$s|`VBO-ybmt&
zl6<a@`k~STR>QW5b>wqCK&r`QptSal>;coTtDdNxp_q}K#;w*<V4QHwp8J*j$NT*8
zMWOR}o379QvVU_he%(w|(s4r&)wRFBX?TY(ajcy_8&<LyeZCp_y11X=(s*RcE({|o
zHOXAO<1}3}*R)dkQxG%PmorsCi{E!I<oxR{CQ;(`U`8T<z3(jK*<Ic)#*AVWxpD9j
z52!uGIP?RMg}BCykCj#>q=Lu3N&YMdvQv>@n~=-D!Dc5k?58G2U3ewqgTcM?>SK%(
zgQNq+`6v?JcN!6n*za5FSnq=@{yuv3u3oHq$D#i49$JWT+`S1|6{SH?Ax#P~a?0FZ
zT4-A|ops&(E>F7mFFx)VbL3?b#%^|3!C_G6Pj((k9|!{yHA{z~;PgxOnfaGrdxNL1
z$7LfE3M(p+_2|<c+}X$d+kCdzhX6K-07btW`};>CZ@QwdcZ*9l@@FZ%-Zo)j%)P@O
z-}BGP0EK+&k{}9uRH~G^xhw;9%DvhYgJ3N>Xee@r5tKCNeUfDTU^|fK)6v1;NUPH{
zoGrgh6a0iWL|UT$0QuhHI+6A;BR?myr2;F4K>p{W);1#D>;E_!@4>1MS#hhr^zNp<
z=%OcOMLQMj1do`M5HIcxKK)Hu!Df*lg0h+t`Xk!WxWArv5hM0Al@Hf9h@ISP6S-qN
z&rN=SFyny80a0a=Azs-2d}7eT&7J%{OnE^IAK48h(cJAS`=3|*G=;44=}8TsUA)Wg
z{7xF-FJFlXl1*QE#0a7>i{TczwJUxNCeHpEBF{r{K;exd&ycbHHJJ`On`Y*lx0x1Y
zXqdN|q{705rTes04<}1AYV1|&0c(YGyIU%J#eR}+LM@&BlD;JH`9Du3V+X(de{SzQ
zUlZ2nJ8uDKQZF%!lPLL9`K4r6x@~%t@_wfq>}*~a!17#+ak3ML&BS3P(mQyL`e7mx
zy0vqG8=gYzW<tZiTIE=bOR)|EI9f(q2ad#g`mwegaP5L4L~*0<j&8e&A|7~Q!La_Z
zJ{|9Ap)<9%HYFye?!j4(-q$|^H{P3h6d3HyNBmDaXXKkyqo&n^^1k7tV>5^WgcM3o
zenHtKx7^Is=Dbcgccn{270#%^el%BT;HOA6z89Yiv_~-oSHrS>A7x4Cs^Tto#J%cQ
znDvL0#bq-)HWv?fxA%{vx@2$c;>>)oPp)En;c4&9#h3hB%U|M;e|&%HhxPfNrucBg
z=wEK@uS&+MAb{N^Pw%wfhqa6ql2cBX4lN<^{2o`Ne$-H2RX2``<AA2oRNe;~c!pgK
zayx=`DJ-GJreKJ==s~FJ!KqRy%K0>J8(|2&;7?PyqV0lq&CsNvm%;X*D*D6*CY=@?
z1xbyaIC}SA*BqqCSG5b8Nz%R{{j-gTMZhVc#DnTfAl$hEK=k}`s8n+!{<;WhFs3f@
z`xLrJt2)qL+}a@(eO~@Bv^r6UXk{&;x#W`qewb|0g`gV2m)zmp)d*4YpyLJuVq;2$
zqD8-!Fy=?(Jy;YQB1CP$SOxQAa*rD71yLdp_eec#ty<f<f{Lg-?9#WZ9WIDzS!}%<
zcS0b>RFMvUHPpM@_VaRRG_;WB@6O(bxK1SFXo+{!fv=kT%>?2Q&Q@gf#LA8H-$f_A
z#ht?~udD7wH><`Kly7n<PSR^IBc9R4a;1N+Qf@(?6cTQ5J0~W1DiZTbl+kDghbAi8
z0*S!1Gr5<#gjg$A<wLb&y~WY{Kf|Q)xWXI=t53MlfrWX2cDFuaj8>7f5B|F3dtalu
zPoj&`p}KsDp&$}+Fao8mDWIbKVF13=A*J<}p6q6>*B|Jnz9FVolo&7eYZN^H9`VhF
zDp49)e_|ZD_MliBNn=sfywNqe9JELL$xr?^@4#+bPCuDEG(HMe98Y3RIgRU)2uvUp
z5d@s9yIA<|O#*vUA^bg!cZMH|27F`Ql<auH<|Pp+7X5oG>|rhim$o0J$0d>}9V;67
znq?wbHdz@Gn6awYV!6*~0wHBjEIH53rKeFfWjCVD{miYuMZ7xF&Cf)ghACi-;1DdH
z5_<g_0o^;DPdw4T{E4?e{bL4F|BfWm)ZXuYsjzCiL8Qk%a-gC4Isd3kcL>?){FVjP
zWZC*4Y>(53?uSt*MJJ2)S7Dx>Z~GMNXw&Ta*TZq}Z&~Wc(LDWhx|{gDumK!NqLm`e
z(VS&_YAVX7*0Umua`^2hO?5Q?KUUGYJ7MFm_t*Dye#b!d`A*<t-NmvYCS=zf6|ano
zb%Q)<@#q|L%$g%X?SuL?f1nsx-9LdyxPK_phx4U|;VC^k30^(9TCl(t)=O*slyvMi
z6$Q((h+JkRY{Iy*r->%wF%(LB@>3O@0+*g>09`lRne-u+u6g`yo74G_-_YY?2+|(3
zp6yk(^#;DPS3s{>>2~A8(A%5$_3;T|Nq-?EIEHs=9FaJ|wGU9f8muOtX^nhPi*W{o
zKWdPJ%Oi8DCnT_k2nfi(0*)dz9d8h8)F-*4a&s&-Rp!nCMiPIq(jO1c>sMA*E(Dbr
z2so~3$(B}l9(MnzuP*}1gfwSK1A+7Fld;5-u|y%Ykcho}w8<ijyyg2;rjv>mbD^CV
zD3o*ZFT%E}!%pY6wo8H%xvWc<#`o$fZvANHqOZntN=UEQ%6E7Qst<dv??&M~I;{fR
z?Z1Zr8p5RaK}vQGT~tA)>($N(@XH#TmB|3680S9>g1KS1W-p&28In$FwREy}zM)$A
z!RBu{9~pV7;d$hlzm@3J6n+OIrf%1Dm)<|wwf+4C!hf`J!vr6gu_blA6OaV>%;D2X
z04IeXBxXR@Yi)yT=C852b7BDiamOJ%j#Ei>?E9aPnw_uY*?PElBVCxUfSLe(*s)yU
z^Y6Und;K&t0HUD}w{tMqT`Dl2EH(fA!$akIpZzWWzj4H^Q~yu`+FsRO)*m3T7A*T;
zK;kyZ25}*prTKb04S4YVO8&w_)6tRv4+)es#3S{v`~yx@Q5~%@Q6*!`a;4^Qx9?Q6
zKL|SoC9mnIPFEGCrRC*YU}M523@ej@zL}<B_ofVpwfJi4QgI}+%uBv98a9kI7jWk-
z=0sf(bYd<B$&ZJLfYq)MB}<BoheAZ8qv=N*ZS~Q-MU<NQaka3t?EOSIUI#=^+Mk~<
zRCP&nK`Q)%sC0w&QyB6J<^;hMqR)3t>iPuCCkBUW9PI(L?*r5DGn#X+Q3}HvI6p|a
zy&1i-HznjIR6o(K+j6OMRoSb*ve>MSts_?-$bk2ne!EY;5$ey|oY@@Slu0GlI;zm+
zYS*!xCEaUqFY!iC_q2XYdfd2R%G(~%2t2gu7e1S`UB5<>gkO3V<hm5p|I~Gb-_}tF
zlHOc|q4NQy*!AL1jg3cle48=~oFx+c)<t0fN88Pq1rtW_wo*391k`09;9qO2Q<GfG
z8rHyySyy92j9FKwccQN{JyTWqQ}+r$BOV87tx0^h^W7d+>Ph?@RV)8`=x1crV!IQd
zX#jiRrJ)qWvlx|sKEiXy&ChB(dSNY|?`HmM`v(=}T+J$r#_nzsr}Ybf6hZ*Va5m?v
zCT*|3;No_R^LKW_-bmxql}oXvhE@5lfR)PdoOFOpO^wDyz&czj`*&kgFD>KBB-WlS
zcU}?M_AHZXdl+hIHIv@%pPw=Em38>o=v_-m6Y`C-&l;Gms>y)k2v>&s%2yucflKTg
zZ{h`=`-%u!UvO`U98A7c%P6P7#L#5G`m{yqwgnO&B}gZIP=krxmbcZJoQUDzk_!!Q
zi!KR}Tz>zN#kbc|O)WS;pQuLbVi#4VoN~VEn<Wz<Y%^WV?v0IbJ|}%M@3Ykq>sr!8
zQDa-NcFPnL-VQ%Hs9XFwp>pkdaP@?=GFbn}$b8zvRrB;K)6H_m+3j9@lnj?{m&a9*
z+}44hCb5${;Eh59%+>VaFLrf-7em6kIlV!D^OW?>$JM=C+xgG+t(Nw}-`G}uuxRo1
z!~^FN1zV&l|Lm9z{<@x_>Ar$u2UI+r^MtvPG0vcA$bQchBMG-1=Z?v@ucn-Y=MUNd
zmjX3f=_-4#zH!+3;7{E^=^SL$Imq!J;OFKP=yuShv+LrTQlApukR2Z=4S-&r=8-3#
zo(A>CIjTl-*cq9B0l5a^gTYhf965O}TngjoP!aEg<geP>wyr(x%PW8+5i=VX#5CLl
z5#2MP*EHK^X4CRNvUjE&0FKjm<CkeIIfU1LUZ5!3VBGAJhvc7oVMT#CGJ4u)sc*Y<
z>XpatSl;xfJjB04&*+Rbrepb|6wgV|;&j|=exbPu`Rs~-Eg3ut-kEo+<Wd1t=n`|_
zH+fl=TAMRkB<`zXy-orU0jI@sd)_eCfJT78t8ocp%x5Go2HqKkm|jC2h;EDMZx47^
zmJBA^4<|1~&Dpo!wgroJ`F3C>F;5YiSz?5&y(aBNO<aKFDk|pD@RNUc?Kv*mM&|$G
zrw4&W_a`}h*HH0-J$nzmfz09_o!~rlzQAWvknWGamL2UbL=Wla-%g}1I4<U~;3;oq
z{N>4e(I)HRqT}k?Zq4@my0yO{<cPR;L-0tTD#CU*#dfvlh}T+=FN(LK-s6a;dkeb$
zofcw)ceTdv%8c0?d*e1F14Da?$#-%b*R3)<QSN>nh-kYu(w^6|C$XuaGk0!HchyA^
zaF?lk)*<oGyM+n3GRN6BIBkZEY1ulgNqT5mABy|(1l{P)q!U_PD{2rXHJch6H!K*U
zJ125pe6Bma;i|bA>*urR_<l?H#;oeL?a9#)eAUUdb5rN$QXa&;w!PuH$G5%o;dytN
z4FJ5>)s1Tw(x344$GQEQRUcEl6PPZiu75;(gmvktu2wiKOMdBM>2O)adp2<;q+gQu
z=JwaqB2M<L@YP;H3KSGMg|Z?Pa;&jK<md4R<{!JUO@eY=1aO#;Od>P2PHaVO#OelW
zuKV`YSD!+ttZkuZM!Nz4$=crAbBc%d-AoqYX<L1|<tDMODzYVsaqP}R#~$!TNvS_L
zSpu3KMrs_TAxo!Y+8QjTrvgBGQC2eOsAkU1b@0~JVYc|T%xDCism4@Aa;i`lu@Anw
zMlD0c2lPxt(2ey0ifN-j!+iBF|JBo)wfsF5CAZ`=xAPF^is{Ra_B<lEI9)+O^hw4V
zzsU-KRsm+#p*Z)l%<QQ*KC<LH!8RWyb2GtT?~HyBKJ(7slDRov;Sb=w>R~#(>0jk#
z-7AmrG{syXzO(rHOBzEG=N2x|N@N)j>Pc^wXD=^B)Ru=8gDRJ6GKPnhidN7C?*7EK
z#wZOSbnYu16m8fcM92r1Kur#~_*C83mt!+gGCZ4^S=jJ{mL@<^wNP!)zY1EdcXx&1
z^X~(n%kZrfYHB050fNx&;e2qChr<B2Y;FB&vveHiUS{6Toe0f)f+kADs;^^CmyzT!
zT$+VV>bZCVJj`vd3;IP=I>Bj^R@6wN^9vLMQx`={?0a}NOd1)A{0yI>iSu>6SuUl;
za|cqEe8u?zBbw><z9?C}r%~qU0muQ44@N3eBMpq$U0@=IY`^2XIh`Wpk#hximUmfy
zQND??G~O16<+bQK5q{Av&JU~(s-(P`zI+)(HGBRh4KCe+c5=Bj@|&espM<xj@?9bj
zn8xL&Up@c~eOK}<2*4gc48x$%!i@i@Vp>H?u>^D<3wl1p=7>K74@!~;Ep{xCQnN4>
zw5%MZ7ZcXv#59L32wm#BR4y16zX?4qPgWR0tzBz_F~r?=NI{KH#l*xIbtq;|G2?6N
zjCOGv9eIZGpxj#hh3!O=vu9Epo?-jN-U2;d6waDl{0wJa_Fw0$+>8|O5@~?kwYc8Z
z$1^}W|Ca+XK37UP_>Vc>bB?DWDz)l8z7{mNY4JJg7tV=qf0favK@>1Ig%<IB)sjh<
z<fzr@VCTPO=^`(w$O+^H9yx4ctsn|0ZVa5-g#KESjh1lR==?gjq7>nu1Yy{v8PwxK
zMPINXyIGDl`mjVo!}-D9@L3x3Sqj8ZP_rb2@K32F2a80wLt_Ax`h$)>1{MAb!2K<*
z0m5Q~s9QAocB9HLN03;u?@Z!7rla@LK(^Fbk6v=*cLrl`sn(_Tqp+>;MXM@$m51XB
zVs!3y$-I-pTsH3s4=Re<QgmW#Ysg1A?R%VBFXUit)>tOopX{pGRYF=a>`2}oQuik)
zrNOdkBZ}1aH%c5I_Y~{>sr)bi21I##39KK2#N$6xem+YPNP72M0KT@#4hp`R$dnYN
zJ(_zx!X3*kz2gsh-bo+D&^4B;+PFYoV5pLP!;Wkvw$#<8fx@w(as8+u2{cfF<+uJT
zdSDouASV5V^xBNacJr{Lzg2u)$PObQ9OzK^a6CQziV1Y{3mo=oD$T9`h5v?vLyqLN
zs^sB^)cxO@qSKX$X%nhrl)~%*(aBcxM;zWS*Yh2*fmxAZF^d9ivz<uVDgRwM{=0P2
zw;h3rctbGY>*0~<k>)Iq*|LJSMKsWKnxx!cn~u+we86E^_@MCK4(s=Pmdn@819sL7
zG0h1nm)iL}{GEEi6($CB{R3lLH=;I-K}`r|Z<~+UNso+~&RX8OSP@+`3#ppys~%}J
zJ$sSRbTolV6D0z1>h~Nb8i_0A2We(o@u;VcRSeS+z3r;aGG>zXJU_^-vJL+%>$5-U
z!GD>8coUIs@LyuQ#0Gl$^8jK)c90{I0#?>A#sg6qo3CYJ$^Cq9!|iZLr5!f;j8vdv
zoZBOCJ8+~Jr-||k=7nJqh85{O;rpV5T}=T-Ney9csP~U5>5@jHpyQbI5Lx=5p1WWk
zJ+pF2`$<Xe>U-iL>!D1C11;PYYZaNHK&!+!JFG;FLP9WiYbnuyzp^pUNJt6r0SL!>
ze-@nz1@qriygy~3Xi6zmWI}p40uTBW#zL9U8Hxmbvx7orth{;DeNC!I2l`YpGgl>9
z9|x2%8&Us)a5)Fym7lY?v4S{z&1zZ$3Q_jGjSMNtv5<W`@VAAwFwcJpFN5`S$wCp^
z%loEtkY9)&niM}<)iw~~z>114;1P1fUoR#;?29=G=jw`2k6uPuGMo~MK1Hh6{&S-4
zAhg&zlQl5yAAiB(9XtJN8h`PNtvA&>P7EJ;FYA-=@AfD!Wj~y!u{1`6J5~!K8`5Qw
z36uuwd0HB;2>U3ruX^ScS3QX{_X|Rb%6utYvU)>7JKOiV1!*Ni-eLYal~*}u<hc8l
z6-NQa7uR@-0;JuFwf5v-;%}iwfkN|JO-%JU`dyvdu|0Jy@*iV$6LeLHrb0V1?8?JV
zQfCvjT5aHu`VL5hKdmuS+GO0}*tCbicYSSDT%AtZzf10C{4WX|`lv|i#l$2QtpAJL
zTP*(Vp+_F!XibY^$6iSoy)p6^I-(z#*xrCb4g5;Y6Q!1M&)2-#TgaNc`nXo;9E)+T
zU66IP+LU<}6hD?mgtETMvial{n|q8Hc1aK>9I4?pDn(ioP&bk`pb4d_g>v<;#Pmnv
zhm9MLp;Qa{y;9`t`SjBI#d+SZU{kG+SX)fdvZL9dXjLv^6tIvuTwh%3hn-k|yofjy
z*_C%@z8yHJ2pFV)eBZB6dH?DA?sjVbEyn9&q8J=S)TD7NNmOYL7f{%Fp%-1$^z*dH
zT$RQTRt~u<k|vip`9s)?EFlRa!M}$YYrR-XGIP`#f6PSK`*i6L5IOwhUQ8`cJ66(a
z_iNH+^yc{Z;*HstnuYdHz3W}88IwQGCkR&);)iSA$i~p!T6pjpD6kR|QVICd#uU6B
zFSm<^@K6SF8dCZ>!$x9F{{nKrMi6Z89pN91fiaqb{y)Llo%_5CEhPObj}tX%Vv4@5
zIgVtC<V-wlH&Ll~sc{PF(sn~Rvu97z1CeLQ$;P}e5_BYZOpQH4E11%uY>LZw2uYwa
z2<$Yq;=6V2R&<P^^Z4%kDcD**NwpESaNxt>SiJE{>`Q6uQIv#rK^C+vCz1)p*2Np6
zSLDZx^t!p0V@Nh39fK{ELA#2xJwA9t{8xD~5DP@C(`i`>ls0{^s=M7u#s^;fL86%=
zlJBrQ-GMzppt`Rp{wbtL`*irqf4>X>Loy8x@rTF=Ib>%DFE=J4%>4Ar4kN|`D~=J_
zAiGs7v=XE==Pz7dNq;HAQQU-(t_RU8K0eUe47JN+>xm&;QE7uktmz@Mzj4&803Fdt
zz6`MG5`X)dy&yCy%t-jSC;rW-sKcBBhN#Jh31|;e@AWS|IycMxB@ml{sfC(|CGXFN
ziUoMi43xS-zms#-!WJo5m?~zU{yaycfU*3I?SJ_Af5||M&yyq08~N`gHrAqL>XD8w
zZp)>5SSj-^eGXBsg~|rrCZ#EPzg0kz<=x!WXR6Tac%qVdiI1%00Z$UvL)=dmz-d@r
zUVVi{9!e>#dn^J$a)P2JR-$NQ{^<U)Rs`7EjRile$&m)Pi*c|mW3hb_I_nwT?1|&%
zr1TE=>1id+e%><3yO<+JsxdHGsHu^YtvN&}OcTO9_^qD(g|2_JGI0^`c=Lap?PSR&
zB+$QfNb>Gcwb!_UQGrU71J77mSc&oae@H4^H;4Y{y3QxqpbhiuI&M%vX?q<)j0U;E
z&}=dsJnITC<cI!P<Ar395*Js8ao}beB;=8`$RjU3AVee&pQ0*8VHm|@_h#hGr)3c^
zwpZ@q8xWg|AP%M4^_bord0{~XvHj_)u!_9$T#t~BJ((a?N=d0p(#lm~1Ek@0Irl2i
z?>-?!`xC&tomlW5A^nryN&<iD%KkDL1AEWSU)2R%)pp@oBGVZEdEn>ibwN)qw3I|Z
z>H^ftYT(pf3<}7_EN^e3%pBHx^M+6GfP#ir`y09G?;e9E0+-~=Z0`vp&O10ZGju-~
z&vSFEYOf5A*-eGN+ur;gpOy~F4|Y$KA7&wDjB0agk}hnTO*_tk;89^z2x;>xpte}0
zLPM!IadGXqbpyl$@ThN??gJ|&UahF=!~0nFFOT|Pv7xoe)%!rP_{(qK@t#*`FGvK+
z)6UbX1nV|jG{=_pk_B??k|*#(#aXSxMU>)(MPCi9<AfF2ca{m!B`T!4oF4pO@^7h)
z^@-VuL{H-k^OFc>S(qRHx%xQDF%>oE+t~Z;4amXfI#(fm|6;70!w)+G`J#5Em`wB|
zHhI6E%<VNfn{yeFJ5ji^Ri;Ds7m2jvMc&;7x0Z*0T&q*?|4JbnUA^x@ur&&7q6fC+
zkSaC^p-xhGK#wFWl|q$3E-a!s^?{g2xL=F>RhNtZX{WW+4B5{mtjI)ebjh#Z#kX0C
zjMM3BV!N9|Vbls=aGyJ1iGV^FV1mIlnm%G=nzfC__!9PLjHj=RT71oU(C|8|H4$m|
zaEK}rm^zVdAtSrvMNT1sy~-&~9&Fx^SsjX%XoIn${3PZKerD^J_r%u3o3eV2POk(;
z%QF8-JMRRCdm;C;(!W~uQsnQX38$a+kIo5^W0>EwX&H;bGGlrpxsj-o4p@wPsE^DS
z(T6xTEcnVGZ<2P)%~+@yN0}X@KGK8q_ys*%s3YC0uwN=R5%^KF<zd=lt^S(XPf2Il
z{IDoD)WNOK*~9bpAx|l@g<-2{ID1^WSwPY=UA{3hF{*y3WKH;%x&%binT_2d7vpQ;
zlw=#0nnPN0i^1zcZ`A2Z93o8pksHVnBF#}U8-2fB36;m4M0S0jQiP&uXEHsw?_v74
ztdDl`zf#jxpklQkQ^GM)7{$?iZ4ha1+@<=h-Xtn>RXGU5%_Sd$HH$<nzq=I@^t%N$
ziIR3}Q4$=~^@~6ti-3drs_g65+ursxvvPA0-@;`5wD4%9HiDmIL&ojN;bAwgs(n;{
zCtP$HZ=4@!%b)#B6Yrhu3b4z>tCx$eaCINYlHJLMproahMlRn3g3zpoxwLawn5-k6
zaP6e|w#BMEUJUz;J#mY_Fp%f|V_}g_bo3}@bF<g$(_^@`*L{;^agOXe1nh-#55n5r
zE&@~9gNO%|L+rQS^e6CmE;Oxdahe%hSP-*k&PCTb3Y<nG8W7ojURw9u%)4uVwAE4c
z-)6gxhCGkA-v08<|M~`K^1IU!G=CstsxkG~DATjo@lyI2t?Ef1x)W$zPntxnmH;h`
ztr|SnIM@M>Db0C{u*?Rkl>(HFuq_G@JJx%!QOo)e0}75v3nr)cIS!F9XCS6-mG<VM
ztmxCdSz+&B7(=_OcbjRW3V3`l9G+KaQ@H+Uu2gDjwMn^4f}5A>b#@V<bIkLDRic^!
zzwbtanC&>bA}CH<D;Y<7{Y-s2E;BIC*^#Ctt@fgZ>y?y-lV0qc?DIUQ({01u>MPQn
z9Rk^%B8ab!=ZVVcr0uJa;)@ak_)%X?(q?i8bSwX6Q`>b{X7fuN$5j>2o=b8L=&nIi
zG!Lpsj7a{t>BmR1K+>n)&Z%x>@op_e-)iI^;?`Z8t=(K);6-WL&maOoW74y~q@UYm
z(OW(U(r`9=>B(ERUeu23lIS?-=d0zsqIS`0*zd7=ItNeqzcg1ed037j_HzO)r})3u
zf~Ib5TcBSO;sgLnV|aUOt)_P{WqQkg6|=fJ`T+6rcHvY~G!TE-dETJc!(w&EmLsqB
zzB$uYc(?K<6qDldC$g4znV-M>E`9h|upISqlVHU0`4>P9xanTI?oapGq4C)Lai@py
z^h;AqMgW(LE(U`4j(PW1;g_SO##d{Roa|;iM|1)J4C6VQ?$>s@HH>hX2^ukdb9<hB
zC7@b&P$+bEa{_mxtGEF8Z~u8$zlQo`KaXP@(pplqP7{Ue$>uW^?UQzN{&A~u-6aqE
z?r&9yV?YaEAR9a<Ep6woyrK$MDVRN9%GvG2xj13K>rf;vkVODUK@ok$c2Zwo&rSPQ
z96>oc!SJ5{UXlr#Y#Bvx{5f!w1#^J!jDMhNzy2!G#Mn5FS@-y2jyvR0is-Yd(+oqb
zfhH9dde^n)=_c1**YvbBcVJiW+_p+$K`Fl4wkL1FrB(|(z|E73$__=KI}MvAFfxS<
z6ZWSq)Ij*K6T^8`C(2-e0M4Qxc}<W9PID9MiaZadonWxtH);9cX{l~uMHM}+8o(6N
zm)thjYJ()iWH*~5Px<H#WLvH3A(LXU4ot3!y~<6EuJO#7KC*C?XvUgI!dWIZDQbJN
zFUo2p6AI5Y&`uSq8#KKvZm6i49vChf0kL*h$UjXI8+oPAW1|MetG{K$l!o`*D%Y8u
zV{-*V*Vj|fot*jt=spbZOiv6J$Rc4fsP4bPOt5Pr4~iI}&LRQ$E};Kho@wj}z!#^M
zXtssHM|kuUck)m;y)Pem2XW=W6|4itdEuL<EWUsjbhTec0!)+0EbRDL9n22&wgUX_
z8vrnZ^-TY^d4y=3${HGOZdG6mbc9^TSkV9~Pv;GAbB7vaVs1WHXiW!PKC_H6Q2-GL
zSWse)jF>-{)4P5J%GQ{|$VW!J+fju5R?fb-qLM6q;5ui`U03QepeuEEG!E*pdo6~h
zaMzb=a&?kJp1i7+_ul^)l)Sq7T^RrV0!WprN9wz@#po0o9PNd)C|qn{7DAWD`Q(6R
zBQr95*Pp5o5rG2^*O+h&kzx_XcVY+PFWJLLMlHUzkSOSS;E+J?tsYMN)$r|r68H${
zQnk^8<}R*P2qB;8<BBpWe?RI;h8og+T5*Vi6EPbUl(iNx#LRF8@>2d#BKOwg_5R${
zuZtR%Th>0mmKh<^C3mfXN^Y`mKS)qMhkcmC#oWLoKNQSltZ1_=@iKv0pV3lzeY?0R
zD?on{XG~&rL*EFz+#n4;^^^K$Cs#7kJ5{Z}Wj{8vRlWQENzlb09(slCV6=>V;96+Z
z%IiXz-g!}>@Rg7mXSN==CrRSD?4L4B?gent>Rmf~>`!2KR~!~D3%WSzu%7?P?#BK4
z`Q=r{tTxUJN5}4zm_K3(!fm4XpC(H(N<b6w+`Fo<w3y}xI*c1`Jn^0pE97YP(w$Qd
z;h@KK9<Q@0g)n+5+=-_^69n{a6XTt(h3;|gOUx4s1d)R{jfT1@3tlGWjKGq-yx%Xj
zgVMFY!xfe=g;eG7ftY}E^KS#aiOY8Y?O{Pf(PF5i;qLf=8_*AHd9~xX@=6TM!J!OX
zl>?VL9|b*BHlG8o9|Bh&l5|pwSgb;NVNLR4w1d-X-V1CX_R2+qP8ZNro>VcFesbVb
z$KM8tlM4GAs*5w?3;J#KY&BL``DQjG<Hh>@Fn?;v8&F+?G>#E-RhlU)YCG8j1{jJO
zrHoRWM2}#XlTvD%gAi13#acJ6z&e`l$HbKptjSztk+?v-!%zb8$9wftw&fd91`zQz
z9X$XWtw*Sm2XZsP(`CzBvn#>KX?n+L&H)8gtFwUY14u58N76b4+1c}_#>WG+oO)tA
zn;e95>esjDHzND&D5R#2b81DA(8tfRdlQ%eS*G0O#K*JY<hK3_wkbhg>(;6cBH&%8
zaNhr)uHLs{1f#*h0mCbJofOnUg20L43#UnP+sP2Pf&7m=LSBNt%67AU<7d=IfmX}t
z0U8_QWYp0X1^Y@(a8@j@_Y=JX+mbkEy$f+11`P!#g28thiVh_ZyY8CQcq^`xcuAa>
z(~@S`dHzQSp@ty0%km#!+;#1mR^A$-cg8dU+BBhM?2hy7gD2Z{d-bl%xQTXy3qg>v
z5%cN;L(f6ns(-5-39HF8Np|a^dDG{g`~TfZe`Uz$zEwbS%DZQ(!?)|-U9UH_Dmq8u
zgML0sm4Pu3CJWz64lwM~DKy&}P1xC)ct%*>=Wezz)_=8<ES&TDH7lOh`9&Y7*%!U`
zICKcQo|U29u)a9gt5ayVHJW~Uy6y8!W0n7OvubUo+GxNP2PY<gk(Z?);(r>3nX1p<
z2mrpEYW3NhpE#d_<YaKf5RpvqB=I9OcbW%(bi};rW~~xFkEYP0O-p?VlNrS^ixTlR
z4w6%RXzTq=<<$_;&x30}NRS+s+tEZX`FmS$HDRxD1M60>zOPtw4(>+gA}!u>LSd6)
zE5WCr!rqnq-)2F~LOc_wzQimsj=9V9PWmq~tMacl`rYOXL)H@Ov#9q%HkyMOD|b%Y
z)z#Sre*==XijMs#rl=IziMR7|NR+|sZABz*Z>5~Z)Y@iFAMYXb!0e(qxTnE<b^4t!
z6xz|Wbw^bfSB{xT-tKgu1PffW0hft5&Bm+UMQ!Km>qG+a?S_Z_0Ij&=PTVlgkdEU%
zQIzGcvI5$VfgWWb<o!xXm*G7LZ!Qy-5is8bL=BQZqQ)hCXtT>jnvTCdNKC=~;`*iw
z5`nCo+Kr^bTW5~M`8?vSJ+Z9)sVSZpT?pn_j@;?DQW|?{33cD|V1lVdfp<i>eqB9v
zX()028BRlz5`oloV2mvB6apYs5xQRUO|GD7X(p$rPb~0;A}dQ%$i9};+nH<%$gKGB
z!IkXFRRlUXLF^YpZd$~<;sN4uIRCj67}3(}^{ty@Q<@fgg$|0CG5ftF@huki&f^B#
z*p=TXRYG^PQ~wWtYiv2@MOX%;7$AZ8+nM|rQ}<fWF8kR9*26e9Jk%E~Yn=uIY~{z#
z7MWiLwEccXXHep3p;&L=-T0nqH@!KWKQh{-%&)<^adbco!d~E&=@pCd>1B$Pkij);
z-?@)`0P;>KK@P(bvZxR-;tCHd$-ulX09`*QGYRM!QBxBdK$q>on<*V~CP_W7<+S
z;np)y*}zfB)k5uG3FiiBxqZv66f+Ii_`Y^1vJ$71n3f5Q0xRP@_%LjppCY(4uI5mA
z$@GK=l|b6R_VF_n{b-^+to*c4Lo`ovjC&>&y_?Lu*Z1+RpZ#Ai*%lr7<i$Pm`d6D4
zex}G0&61>erus%ld=W9hNM>;;9oA83uld|$aaSloO$gq^?5`*;ld`6WxMI!i<w}2#
zkq|EsOmnC-VA;$;PTmM=aZZb6ha_G0SVbRe5Fm>*U+I)mdKmh#Gkp78#m$8~B((A$
z9qHDz63&C(X+Xi>R>KN@42)$7a>ekgqef_*Tn|)r#-(M{Mu;6d8F=aM!ZPF;Ok}ye
zuSy_Xl58OTd|pQSXP+5lAHU6x39@G`6hujXHfgEzc<cHFmSOn7Mz6Q<Vj^%ejqE)c
zD3J7@s!ZeE2Y=c8eFek}MP8y2ifmqaH;5nBtWxOB)ukZpo{#aM+?AJtF+(`|P~5Ti
zwX#b!gzc(ktc@5cZ*#WG@iamV!qZ-SC9#u6;g64#nEcuJ8*@tt=SXy<TH@0nscy5Z
zPB9KFxdp=<i-2kN{$UoimdxKJ?AdR=PNcWhMebo7x#uaN$|6=n@`&&t0yoBF0ezC&
zG%QRF-Qpve<bD=yt5q!=)YWEiWWK^x?MC&YShNB;T;5`P7a5$ew2XAH6qZ`pv6k1J
z$znZ?*I#_{mtWprp~-rDkChwAo+)0hKNh5Y%tDMZ6JNy`0`b6PIZ@Z$(Yu+~zkIeT
zSw6hxd9*oJ(xBnG(;VsK9xjne^v)uHB_KEaq4k2#IG>aP=1{8j!KarARZ+j23Xf9<
z55#0_n74SO7e7@AJ(PGYxNHGKJJBoD&xZ^sr=tzM2zl<-#qIID?x5vV9#IEmJA#@@
zs=FU1(9)>C7R^hOQ>p4>TG_%lHqAFY6)U8vlY%{(^<<1=`fazDuv&`Y&svppE|i<V
zga1?5S;s}Sw_X1jsDKJXGZHd%w}c1^L+4N<Ees{y9ikvPAYB47<dD)0igZdhN;gQi
zJR9_!_niAV_w)Wc`q4eJe|fF7zL!Kz$0rE+*v((B$;A`m6|tL33d~uC8&^f<|NSam
zQiZ($f$b?0iPKJmA13`QTs2n1GRI6cF2z+HLre6r^SpQN#G3ZOA)!_rUiAHZ<zn-L
zjvsps1unQV=m-?cwv}oB{Y2bTf6D7CgGQ<`U|!ASup6usgl&e2a@QURDQ41Xp{3oJ
z{4%v0mzNIo1tTpPdkkeni(d0w=K;TJhe*Ih^fC=Hjn#Zgg?8TzD+$W!Sni$_(?$a|
zhD0RZ6TXisaKC(Ty5k*8)3@d-k0+TjkPM*~dxnn<XAS5Q$~;4`ja_TU6bfCC4AQhr
zzrK1Lpwj){WB3OcnGz!T2)<)#D3E!UVTX}<g72uAEEUqugbRk{zA+igxF)vSfLt#L
zIrlWAgl!dUbim=JrRk&}s+%AMr*^!u*B^)wg$Z=$X&aEHR7+JA_MIqhDl?|5o<a_*
zT0B)P;nX~=Ctj%_lLR*kX^_04XdI8`YV4=pf%nfN#AM~%yL!VHYNAr?qPgl=AE)}>
zQg)IvR9)n^!!SlMho(8K8}i*A$wl3qt=b8-%&jm*bXY|!JvT@`xiV|sjEw6;-Tvj?
z`t9i@;qPq1x%~crpy|X6${$@PCc|qm@YRMe-=tH>XxCz3&df9?pw5tIMT~vBz2)XZ
ztdGCNI~gP$c~fnQsMXBK+u5REy)7rxJh^Mq`~(x#8StPL=gTKelBpGtb_T?mOYid@
zzC0GgEba)YAFEds`(2UqsQdOUPE~AQCW~<CQ!_(nIj0qQOk{sd^~}SCwa?>B;wE*B
z`JUN=A2_3#Q~F)c-m2VsA5wdc6{uVm7Bna`U-m+HxX9G>@7B+oH-=3AVYGk!3`!#M
zt2~?#ve(?l&uZ(;%s7hQprQI%O}&k-q*1y}EjRz8Uur_>RF0~HjOWHZ6rvH4AFcKv
za2@H~r9Unk?)UtNN!mRNceOhmuU&Ec1L`Zk&}gH6O!8X}J8nTo@fUG)D)}vT!-V<H
z`$M@FTAwAl+s-CJ3G9Hv7VGfc4MCb(di?Las~UuTqnyRL%Jwgz?~FzyX|)4`e(iz3
zi|*{89<C=shO0A)w}Cf7@XKyZ0`=XFEMn~yDzuWr0N5TwckPoqCADR{Y=TIw1u)EP
zhRk~H!YH%M7_^l2`53;95eTk?Op-{rb3p8GNjieZ;7t7G6V&mdhmi_}HhhMP>6y~H
z?UP$F#*|UwqX!8r!(F^mXOp&r=ZMpG$!xYhn%a3Z-?88<hjh1JWzY>1!sz~6l#nPX
zJCcOZJd5asmPkepUZX+s2++$5D6PRRFPA7RP~Tsw`JNaxp4=Y=08e4FAm`RsTR+10
zLJ^N-2hApz#x+sD%EWP(#{2ga6hDBQ#~*%IReH?Jz5nmwh^u!-+MnGlI<G<K>a3>7
z%V<}^$~NL4rGtWz1?p?5xd;*wdpvTyYar{U#vquH(?z6f;{P>VhLncd_n<$!6&r9{
zOU1Di3x{-!{#?POfZ4?sJ8Gv6MvD(7yJ%33tLna4X*wwJ9#omK^Sz^#oFR9e3Emda
z-JAU~ms?w%$tWVUdC$eC&>+ce@}X@A9kQg)r`O~A5mr8%Vx^AJmTEoRX2?`sFdOYm
zqt|bh+!;Hvf>k1&I8`>DZpQOg>)DI-yjDfgRx|Z_*}6L1Q6SdQ`8{$@R-dx;&R_fB
zpIgYU4~(hrD6#z3F|KO4FE}JgL`Wk#*pSf-osSqx4V7tL1}&0@=f;eyrhZUD*)fuD
z7sw>mt5@)873Zd<XwnxJ=a}8r8!T{JKIS}*T8#Gt3g}`q=18jg5q^^n$3gM_V6^~>
z<FX_|Q5DzgXfD`_8Z*<K^&4n00{ul)f~S=ro83iQXp!UDp7xUk7G&~(#dA%eS!28(
zqF>=)o?a%kF?oaNPb=O6c3Mq+CT6Z9_!TTZb7<%MP@*Ckyhg&2A~|BTP*L-f_em6j
zNYen88i^1`P3fz^S@j>lTmHvs=x?tbNWvH!VaL9V^H)su<20&?mij_569f(ABDQp&
zjLq$sv0o%N+nIKXHAyTDR1Ac3p#59kbThDXVKK;!X$OwpETqhMqfvzmsVOX#FODLo
z$&V{8e~u!uHA-sSVp=0ncH23hi$4q__Mk`(bYSVUpjynPZ=f|a2<<kyLn_;6BAxVF
zqUzKAf<EGRZOV$Wk^$dCmg2^qv4*^2_Vri4b0#${N1Em5!M?_L$N(3z8_0HXLQ5Fg
zg-PFNjQDcS{+M_voY!cRcBhE7@zuK|U*QPxQy=$_mwB8^(%Gf00`r!=??3!An74HQ
zGSu{m`+8}o@$c{j7dH{@P%%oCJpZYT21n<xvboPOs}>K2Lu1kwougNwvv`tP`_gt6
zlm)P7_Mc8hmq1cShJ~Wp61?|4<a*mrS2~i`nQBVE%(;EPA4`cbf*4n=_bxVT(6&{0
zJF1R6jCa!}vy~&8u{6%b>J4F4Yef-C3ba~K9qu<_A~4HJNb4nC?g^$m>dSKt9M7!%
z5j=7&=zL&vUtgBVLOdW>g*+J1ZuJZ}rwUoCEu@e7sFz2x&LkDC(+biBMJ0ziCF^Md
zyR5=QWFqA(<nE2fm`G%hLpw0n@oqM8ZNIq;%l+vnx;zX18RPqPu7Wfk0rfnXp)k)w
zKYj4Mbn5;Ju5`2D_G;g4L`yhOT_8upqsZqL<57h4b7J2$Nkn?yeKs2eLEx6av7)^B
z@GbR;6}q(<L{~%zK7@%GsEI71{Q5}!!65p$Y+vcjg|dgdLtQ`AhgY!r^76+kPB@<p
z-Ffw<0N0PYz+$MC$*k2^*37Tj-l1eNSGhe8w8aJ2mygg-K1`%t9HK2D<e=A$pMHcn
z_rXY-Sjmc+nau-95f{&74ozQheTnz$*iQp2aGv+`v#cqBud0OmYcAu0S`-z(2?L*e
zco?q)xhs%DItrKOn<%7v5mjY|G$0LRFi@SBI=<UmfZk@D^Wjb88>Y!N#NYCI?;o<}
z`|c6R0=NFz0YBFWrxxVimk=b0XVn>_UeHB8`B9eP9atC(gjcS>ZEpjY!oo{IG_5*_
zZ`B0H|3`hKa_kFn?O44M(g{Pa#TzjQjgAkMJa3zfa*JZ*o<if$QHM5ZSaLTW+w^}?
zoNUT_m8H#p>GlA8RaXg{n{RmJ{yA*vFzx?}P9b{(IDUw&vN&^ag;lOgSEj+vF&iLs
zSkX-EBOllzA<F2lh-3Py0M$hEDC>F$O=a~T(d#2F1R*(nxTgI-z<9ai%3rg?BRR7&
zKAramir!1KPVDbG39k!8bmP2_65CZrfjJThA20mEDw5bY6~9!W*nH$CUeVw`at
zwV1k`LI~AmXVjaJ;be>G7^$Ib$<T$s#JF}#n3m!UArJg^P3|e)-P^*L|2QQ?z6$u*
z`gb$i-}j)>Kv!9P!-viBqOWOpzO537n_-UGN0Oo+MuLo;Rg*5Fmsa+vr0g?D(bbL`
z^7j^wNl5}r`=8Tuw}ePZz2x_Xe6BnWb=A85`1$G`s#0Fk>Ju0_cPg5>fPGWVTw&cp
z6;H;uaiDe}K4BzMJUzN7O}AW>mx-_u{6(2s?iOGOqk9M`Z5wiUlhtvbOud~vyQZD{
z`eU8bt4JfD>s>`&*(hoy{$=*u^EDdnlkf?Il|7?bj9*BvX;GI+!rOW`#_w7)`Bpy8
zy}hZ{VlBN<l;4+>tmNzi_n~t2jM#@Jc0tM~S-8{227wwP2BmD=kH9!yTug~g_a$<<
zDI@UdNI7)%swJSz{Uz@l)$BdddX~2G3HQ_3j4JxH-yN28uW42K$`R$`cV@%u-xZC{
zE|;u{BkHpShN3s3HEU_Uhvz?ja@5@zP?_>$K&+&dWq^@be8=Y3+$avXgZRf@$fkRJ
zntFZvA4dYf(Q*dpm&js1m0~CwJ~)_)6~yEEFrzZm^<iLoESNTqvpcPQP7*;vml17D
zmC=81>cjvs2E)~4e7V`&mCJ)^C+`MF9x3ewZ*Y{qoHtqXh;!ebBLFl*0_Bc$bOZ;H
zLtd`e`>rkt6%UMZM=xl(ffnkcCHDOZgs{+RfOUOk5Ocn9d3y6kR^E$U!fc(<W+SGd
zEdckm3DXz~g}E`SKbNm1<i#(HY#VLbXGwk<2feQk?4b{__UShsCE*&AqmQFx=5>Li
z-Mbr?d*MT1bHEJ&@&&uq4~&=C1pt6h!CBu5Mi78A5#Ea>2Izvy@R6_m{lWm%N&0ll
zv118GWcfqU_&%T2q}%Gt5l1yGBcnw>6YH4Hk%Eb{imF1^|CTAr>b(8CM89{pun&Om
zxDIsV<m)wL*tY{5i?tCx;r+b_DI&)|049)Gittcg8<5n&9`DE-yQtmW%o^WKwgU>7
zK)Je}$GUy}c1pv~aeF|W%PxO-bpig&|FiN&SmICg<c0Nl_qWBf{e|nyBD?D-^Mb?$
z*Xe0@oYPeS?v{-T$%}De02JqWypZ92{EhfR_%K>LSbfTUYk_yDBYnNYc?7SIa{#Au
z`=rpTShbqmvkQ2F_s6HLfy>|Dw7j=Hf#J7=<rEZX*Bfk1SQjSqo{j;IXI%i8_t>hz
z5K!WZSuP()iX-qnbty|{v4~s0>6qUjgI2{x?E*Z^CHWA@nbfTNo2aUK@GJv<;csG@
z>yHsF&){dvJveKRy5ApHQ2u=CTAUDkr!|yRf5J74r{)K>h3V+eR`(P-)NW6bEx;Ia
zU`w(45%=#|qhc3{tZc?!FJ}w2*F$WoX?S#oJ87-<gX;;R>9hmBcGq;{rVvrlK{C8<
z@bXYs1gqL7be|`tUl!#8%^T?k9;+a*q)g#gxFsm_W~3W;GTtzY>D^U5reI%N9$vb(
zp=kYYV$b&_P*b!urt#StudRk}JgD=aWqVvyVhpR!nr7yqce-8JWbel4eHgbH#Wc@5
zT3=$rhxfXcQ&VW8D$9|w4yaH9tR)E~na43sLln9#+uNBw^xIr9rN;`rNZnz$<dXMh
z$!*2=mGC7!d(c(9$zdz`G#TJ7rts?zVthNvJ6l`s6Dz1YS>LU9U2F8)V$mu$K0AV0
zVALuBiAc;A$Ic5(SxL!*DsMIj%GztLgply$_B)`^y@w7=d(!KE63_RTxV*F!kf0za
z&eOYx17FWDIs=xQ@G~9C8Y|Ba_+RwvLif(FgBSETFG;ZhemHC3ghU{sG+7yrp`OUE
z&jZSTUQ}-1o^!aWGqN^S<90aZ%w6997k|Yf6~;|`XZSDP3Jo!PxV^9NSh*!VNF#>V
zpi%<W-wu3>0MoT{#bmsO(@jmtxP9-`CDn7}!rgVqeIJl<P7k+u_0O_<Qyki0D)jTj
z->OPzfq>J`I_%Q^LOpg!$Gxt*SCk0@szYVpCD*kP>%I<NdmxragA(>M0|I*5RiObf
zEXUuAnKxIpM*(5AId&QdC{>8KpFNB9ycq1+FVQ%hTNFk=Q`U%Y*AqwyDI5&<z~cGn
z9!ZJM#hiP8P-DhL71kX45$%p{&z?Wc7}`jSYTF@w(K?I&{XU~COR#fS3YugqVW*n~
zxt(RiFdC4lV9P*W&PpXzD!Qi<=`x%?#<`Sp&nxCc3iH8Hn;D05o=XFdyhzP(l6URv
z<2_tvsIA-0!X_62C!^C6T8&tvG2V*CJ>JlfmXYP}vUwqP_CK_}z@4=<qKWj}w_-&g
zrL2m{z6whl6}v*9tgjT*x71V($0r_7Yy8yr@v&Ly=e-gr1;Z@ZAT%f-d6!~;z<HZe
zsJuGI00{G7>*^kS66*!{k%<7Drs`sva#$6<m;y^!|LjU|#C)lf{m~=}(2T+*L+DW=
z)29xS{y(!uI}2IdclEaL`T)e!`sGiF45+v1nDMS%J8h+O{t5u^0EAq!kZa18wnM*;
zv$i0xZ~~|qk+YfY?32JtzFkCc?0&~j#>|UL5*Z+GZPmdqa=!^NwKh7#^J|V9E<~X!
z_bC!p92Z@deVDyZ6N9}Rj!EP1hQ(jT^^8RLkpVxQdukV$SA$lx=&u+wP0c_8gYE1<
z8oJk(hF!m%ua)9@py%j#@3C|F*=hcv)x{UYlIJcw@sVYx;rlH;H#0AE5SB^DXGD!#
zoB)sx1c-TdI$J9yMB@F@0Y*R>^)n6NV3w-)Xes@9?tb2zZ$Itnyumv%O%LZkH0M5;
zo)`(<O}Zo-0zWgbn0D(e6TVM%cI1jDyShI%b((~UxD40DdT$S+0r|1Z@V&5S4$fnX
z$ye7r15JUTo8HBENDnVSt{E=;R;>Rerhu6mGLC3^3K=iYj~5=!#Di%izI(n{l=hMs
zw7-!Hi!tWWe2AoA|L95>nJmLDh}_K8*>&?D=LR+8V3p=|pLZrs+%BRePli0{e$HA8
z^3Rosmm37-z)BXmecvhLK^mCF5ROD2Vf`JvH&Q4>`APlW6)%75*0*R!J!Ps8b7^>K
zb}tBrw=(QaCsVl0Ag)OLLODsb=9~pWw%icA?yLN~nA%#}9bz49o*Wq6TlU5lT45Hu
zjC$TJB`**DBgS;H$|>i<y0c<#!G_D744b%K1vaB?zprtO?}OAzsCPL*Lia`l;5g(=
z-!d<<19>T}AgJ;2X~QwzI)Dw!>|9oAX=MTCO7A58QDJRP2Sl=}P;pnbXH>h}!UeQD
zQ-0#-QjCA#vevgVGH%!d!E`4e-v;He{@j0^mqnxa?ap2Ew|DbtQ58hqN*|;YG`L-G
zulB};#mq!X3$t-v+s0-4o&>gwld4_?DwKw|TLJoIZ21uoBdhWdPqLh7?LAsX1_J~w
z2ui?y(N(812H0}zOKL*{?#CAw{-QNWu_dp?oa1i*{?_F)xSnTLPR?vXZf~*Uv0S~^
zrmfi9L95Y^3nvdKM~519u%~s4Pv8w+Q2{*y?rvF4i+|#L-mY1DJnbO>mftCxfj7xZ
z^1?5+JP*mKw3;p>c^{yIL%fqt6BnR9XSTDm?C>{bYkMmyo>ROgBdTy9T{OR5_;Z%>
zR{#eX<Sd${tIieY=M%)|PHW{!0LpY->)R2{Tz|mKjRxlxG<5G0;O4Mx3Ah`ks>{%I
zPilZMR~5$kpX{I6eay?Pduq%fai)3`$=3}K+ng?gl_H*+*Q7^$A`g$hY<xTKQ`|%s
zTGs-}ua6DMZXKXlk3)i(k(IrHOuRlz?j<&z>P29wH5NBBKh^deg41m@5U;dJ;R_&7
z85HH1H>Aba^RO6MJ0)$pd61;Z1IlpdSXj5lrqRgcXF_PSg1t{6RQ2U9ZA@;<qQ=Wx
z3`23(O2WVyaV_A|k5<0z$BcYUqXm@Q(q9;}&^*_vXzArNbttcoG(u6Jdq%I#8YLwr
zaifE17pn5@v5j2)Wb6@+v2KqVs5KtNzKY0Y>ax^VWYXsooY70TE9Ba-kg-}Od=iU8
z=t1A>_5HXx_}kV{?rN5ZKuK`!R-_-I_5MZY8xgOQF>ytq?UMu?KFjIawDR)9pDE+J
zgY0CfJ-eR$%m078QLSEsF69Wj;Trbh`FNZ|q7LHcEz$kFowP117&mXHk5YnF?w5^F
z7Db7nNzPZS`qX-ba@2aC`Ekv(ZDqM|iL7nN3?A+c-1~Xro09At=EL#2Ph2U-hokbP
zJIjq!ng|~bo7VDjMm~SdQ_p${S$wT`8&7C1a*b0eES92GnXGNflv&v!J=ro^bz6Zx
zHaoJ|F3hwh0Kd)Xt=rp$ZQ@=B=J>9?v>$mmFwCpfKOOwb%)4FP(5$)h+s$jpVrMxp
zAK5o0GyI}GkVjWSh{b6z-b8?!A?1GV0L)I}E5PqPRU2fsber{)kLL-NzXs-$Hz=pY
zXKp)3(1Z|4yx5cFc2w)3U0(czy1-a;{j7kH2}vxXlP+Uo+l@YsAM-pGAU*4vERm4A
z-6N!iMys;o0hOi@%k{ufL>D`9VUG@#V`j^&WO9_l<uP3}wIC6zp$HP=4^`c!ndOPj
z(vG2Ji`n%Cj|i5tg5*R`J6Nq(ukt^D;&&+-y?cST^BpDm_q%6%^O|51O90m8Z3u`4
zy=}v`N|_P+YKoWt@+^pn00TA*M3(4QGR8ZCB$ADs$2XZ>!!2{7<uZO0hL=m%!YGLh
zo|VPcM~o#9s8ji73TqmDi&qT^(1wrs7w|tZ<Wh#`L+Ov^H^Abl1=2p5B`r$#tf2VG
zXa!kQP)6bhah9Tzwne6pN;2ia9@1HXTyl|QKa`0<U~!$q8m@eFOH*@rdV1(}FYWne
zNKMW-qH4Cw+TOi{HaeZ6V>rnIqefYmJV<D|Jj3kCHGAJ=<}Fy4S!=9Y2@RIM*WtTa
zwJO%_z02^$GR0N-4^NH@xZV8|6y-DW7x%;zB8sSf)`~~UlJPwVEn%r^Qlr%!Gn#IS
z&Ds}4Kq+V$6#cCfMES$&-Md##+1G1BMsI+xrR6+}C{`{4@OMg|cR{NxPZscu)<VEi
zB5ea=&-<`+-gh28_s@y4_Y-|y;VY1^W6Al`Du$WloL?vMSq5wMOaQf>KC?-&i9Kfa
zdi>mx)JDs9QZ`=mk6WLSVzil0NRTXFU8Z-e90De=^;#8&yPOuJjF>7bE2if1RgG2s
z=beE1*-->bk@>SW4SX)iY*;6=PIOFT=wybzYLoc4vM%~m>4^KlZ?I?a@5R9OX1@{B
zGhgr>BV$cOfhMO8x;-Mt%P}C>D6a8!0ND`zOZN$m>Aa66t6I4V>aumdd%6aiB;nru
z41#xj-n$-XXL^J`{`xRwdq6SfhI$9Bg?^%;)+$@{re1<^e7%Ge!b8f3#Fh-BKb_#w
zLq&md*?3PdNZ^rPV;y>apEf1NcA#GQeFoJ{{%R&sDZ9MadW_Tr(xF+KhRC&4RVRiG
z^--ZfXUUicJOFcMr$K#u(f}#g)K{n!Ly~_p@(sVuEo`xSbk`KJt$crjmoDAl)!l`_
zUEq(0_kYEQw()i-^uvDJ@UJF71mJg<efqWyi)D{XP$j&_F@)E`R)aWFR)FR%G9c@7
zm-=4k#dxn~tGekbNmtDJ4+%zqoz3<wq<Nw&-i!C>CA#yd<E-CTKkf)Qi^gh^ns<$%
z?W$9iPh&lJ+wvmpSjzDSB#Q8@e$L%~&YaNpZyLl7p1p=Ov@^4E8chz`WU0ZCZsO&k
ztX>}lg=0QSH1+W%i-L`~V*9{~qN##JS?@D7>OaL{O?Z4~V)4od=B;E%qE<k-7PfII
zw#v-x4Y$<HWJf#PnJB-RM#kuB=$Wy~Tal`2(1VermHQPg54tLFXaixEe`Xc`#=Rm9
zvv_oFs;+OU?Am_p?MR-gZPO%F(#o{*9Tk!zhp*Kb0TyhcN1YlzDx%G|`gT^>Unv_~
z8kT|J={?*b@GO=n(}_2O*%QPmJd=|*U;jE-usYdyq_9Y2p8T~cV6O4rCn3uF9%G@R
zdS&9G0Z|>VYl$j>OB^}ZBsv&AD+xwmln)@J;3DKcL!3pQ=DERoY^iUR<VOqz6=f+f
zoHT>%xl}$AdKcvCjx?=B0gwU0PNIZNnl6xLIonEJaTDI$>qQzvrYw#XOvFD6RBV5v
zv|W~WBV-{!hC%SR#32tgb^08RHs|HQ2=8JslWAx0$jW<^yii;mp~l>@@5Hv20|5vY
zp7f>mayv}k9|9pnhfR2RyqgM5hhg-F)-ee`h7~)sWeNRO_X-TODsQS<0ck50KJ{b@
z(iw2G);1!MAnKEVqvO%XQ!Z!U;|x-x3}L621f;gE>|Ki{hJksFe%k}gCH^r&3!}$r
z0)w*=s)eEVV^bnYThlFxMqa0wzeCtH4oqU<fj|;=yvOL)%1Ff6gWr$;dvhw5b{#9Y
z{g1_*mJ}$DlKo!G*&wRkw$SifDuXW`-7r-55B;*i#|v<eRmstE`HTxrd3Y;!XwW`7
zk=;Qrxw$66F`8ESaVwcT?`uV>UId;JdV8SFb1Zd_d+d`Andh0Rfx8?+oS9jF?MNDB
zzFNzPU+9V<a@wjIXuHeHe8jP3R2MKypQjN<ECDfp_sZC>rtnqa2iW6Nyn>Rq(VeZ_
zDUqUyOyD8fWZo0J+x4zaDeL&3Pgj->AOMWq;Ln+Pc~5$p<8#?#A_BXK>rcadWFHCm
zrP3ljQl-g`JbqWj>`51<b;e_my;7tZ80dDAW#Va3Zz)wC?^q?(nr-xAl_dV*NRe+W
zp{xsYG&|KijdG?wlxXI0eBpO7N~)YF<%h|u8cc8G64<MbB^H8x9lwNeF+f4lF6o?x
z>g~<1YP*nHCfc7z<U^*&d<hgsIPgQaPs8Nax;=0mPpFH0CphgUZ$f=3#$p`4b0={K
zhX&VPv>}aT&nAmQ#4DfU{EpB3s+LYI?FU-j{Uvb!l2wU;$kuPH6`dHtsG4jV1|FVp
zW{7<q7>4{R&85N#FNM&4h&C%Lkd|iP%#5d{TEoMlmW`C-`oJ(qs9>#;#?<d0&}q6!
zt1oVW_K9+`?XV5U(x+^wI9n!^Po%s)cb~KH;iK-_R#Y!qc4j9QY=qJ$`{?qZg%?QC
zv7ENLG%h#&XkiiuWrFvqbcn9I>(9qT2{b;h?M6L(eg1n;{kJ$)z@5LIJ}q*RL{+Q$
z=EwdffV@hey`9_^Ri)h99&y+~m>xP9XECs-j*@Gob!QV#EjP<Hb#3G?6=Q|a7K1S?
z?jR`#Zk+x&n{SB|-ib|^c@nFRLLt8^<Y><@4kf<DIzyYiS(B1iuUmX1mTl%aq~*}K
zfjf1_3v6!1uW$F}L6B5g31XaRh6Q}f)+WQOlz`%+UtfxkF|5edMjD9M1NZnpPjb?t
z2Z0p7JqEvCL2MI$=bj-K^z)M;9(7#_&wK0!m_C?%guCH%gYSRBP4!u{(2v%(ZzgHP
zvg_xM8mvy^IoW!+>0x=t2};NyLP+pGbvSkjI4%hK&{yyZICg8|P{s;=i+Sj|T0Dj_
zy7Rdi`ZJ0>M9RwVZRjy<`{rhC$`i7dHdbh{I>yATbnO#G2@DqE(v-9p#kqrRP1UXZ
zCOxfe_D1IGBuE5uTVdJ68AF)z*XDH@1^Q=Z@&CPn-vbIDZaw6~1+#qUQszv(Z*W~<
zMSLC?ZVB^W6{DjKZG0wAQ#7A1Mb0P-nw+r}<E=Ud&Xc|c(g+fwK^(apK3;LT2F(yW
zC1jrJkw82Jo@sg&T>}s0&7S5Q*^Auovb7yO6SLy!&_K|&mdNQCe4%Yeji%ftd%ez6
z#RqEJ5Yqj{4=^OSW=1S4KiP5CY9JCb<3s3;xjI5%Iv>9iZhC0<&v+Jq3H*DB-R=rW
zND%uzgzCPrf16ro-YVD7`j!Tg^n-Ff^-XxcOjJ8`0ZX~eC|4atS`(fBp}odj$hF%|
zAu>8U1w!}aqk=o>k)e&ef$RhgQ|L_~i;3C)I@o>gVT44Qz%W*-oB=Wpr?fAYzsYA}
z;r<I*Gt-(Kok?%)_~9DSq44suj}4s<LLb@~Yf>5~8c|g~_~;b<+z<ttl>7AtE+6l|
zeE}|gWAGdLeg{MF^nLxJmNuJK>X8K}Q^Etbg_^dz?RSR)+EjGLEI3^giz<mS8`bIB
zS>b!ynL|caa`nEfOyvZfA8CzoSX0BKI<}H=3oLv}PTzh__ie{zcGou>QS^edg>XHH
zCZ)B8@y|#@zB1al22A?2JTcy-*W&GYRDWNkzI5Ht+u6<bSk6Cpd7rDi@&^)a+Fb5J
z1YgpKnW>eRg2s_NE|vNom=tMe0@VHg=(zsN3{FGyzo4n2f{n}P?0CO#4Rm6{^G~US
z-c>?b0b8G4Ak&(ey*uG%v;~~0IQ>mRMm5BUrQqhAj4Grf$BqjP;>BxW?|#QM681P@
z3FBufwK78@Jwu3H)2G*p=S<>?(Ki+G)^3PAVQ*GE;fH!QC$dW*9Ow%|Ss1U|wT7{h
zb{0<*`<&OIobk2#SNGve?||vGM-F#79rJk`$pJ`z!aHy2Np~><{$X7CPuQF+9;ETl
zxlT71ZaJ99>4WMjVTzRA5zLTKm1*XB8&yR}q!`j}>g>v<H!_D)p+QSX6dMFfbRbZz
zF^hVI2f~kg86p-<Sd2<Z?tJ4&H?!+eDGv_IBNxIp&ECtW8&W63v`hQ3#1l+$zNei`
zu?T6=%f{rre{Vp>24Ba^F%ExzhkBtbcyBykluZ|%E%7ALom@*pSDK858nS0^)#f;_
z(IGD^rlu@ZOZaQM{*4a+{(ODr_ssa+Yb!xAO%UUn)~uv{YLAVK78m-V4S{1wEMY%R
z_!Qq7<G={HD9c=cb^>9k*zq*eP5uPK#GD9mgeBcHpV|;-|0xpfq8&zg2VVQ7qnWGG
z0BLd*H5HXWXO%5cp7S`M1tP0lyA~%fVk_5=gXowf2@sQmW-NPb(^;n5<409or__Nd
z2y}ufgk$L!jp)6H7vQ!ni{elTE6VfPTQQItehMT}@G-~lXTEGa^=kf-0{XwE_vK6i
zl-+uWXv{aYpHFSmn?aF*W`@>~u}r4)!4<;ekKGZ6)dqgL<u*zaLwV&)^Csntk_8fl
zrVNmz={UK;Y)~{19+dacijz|{+u*s~V@hRA;L#H0|Hv1n(FcXNh0w8cvV&@Y=|Q*k
zbZl43NlJ+f4Kk`Aj@?3%Z&FxDrv%9#>jAD#;c+!+s`7Y#_>^1bX|hzMWuA%!*$Wb9
zT-8g9z|&_}Q@tJIGAe%6?c#;d@!*4zDUQe9?TjfRXC0KDRZqi#kd^<>oml`Vwzdk^
z)EvKcclj}Zvr#xco4HNNlbH)KAF=#7@l8*o(&qT&o)#b<+`hNUXPlznO2O^gQWQxp
zdBJZFbdK^qJr&gnzfr>^dX-~o-wO%&vClVMx3cIDlt}xl49`zkfx^D)>I$ET_l|z7
z_L-lsXC?b+-dOJx;DXuMNa@1;PkpQeK%He5v_<L=3rG^RU$s7a$`LBE`C-nOEbjCo
zzroF+Cv6uy@2smNxS(oNF?ngD?r>A@@zSX6=|*2e`C&)2IWdqC)cbju(a@_?30UV3
zr%t~ltSYi_oBRrs{i`VE%>gt90LsF3M-dZSmFG18<61RXD3iJPvL^t%K-+zrmK*py
z;tY}m)KlVDTNvyR5M>BukT7E*-mF~A_7Kr)i7__WX)S&1xvxa2;0>iINnXHFX`5XQ
zttJ@vz+8)y<6<dZPrz`u2<+h>q```Qlp`UodB@S<4nj_(DwH*?J!^)BC3qHAz9t3*
ztB8d7E6b1}87psW*}o*~co(12&3|^Xx@Pf0HjZJc{RbpLlXXEiwQB2S#9c{i@x-_Q
zC2~5zyfrN-%e1jOT5Y+++Tb?0TicuBF}ffkl#iNCt688@Ie22&;dR+aWruR=5(^d2
zz4Y_P?W~2LgMh{ob|@qcT}pDF1X6BaHHM<zv?>U=02L<s^P?Phk)s!1*sYUx*R<H$
zn0FkA#ak2rp)jnl+Mlrfb`Fr2{lnIFqN@sMG6g{A_`M0%4I7VOvFG1qp*%}{$JXo`
zNm?#ISF*CwQu+5Bg5FYVhI`9YBf6eMpi2REtQbdxZN~v<-O_}a#>RhPuR|b^7(m44
zVKP?CYlm?a@X*!<0v=x-91K%Vml^_>6Tk86hQ1caq<pfXf-mWw3=q<+7h}3o8lnOe
zfaVMZIpjdQquX-h!2!wMGx^`ei8>n$9$w1F*p$P(fLx5%S7}R)o%hJL(G;RtWWWjn
zc<9!nmC*qQQ_fHy2oMpYK~<OCdlnS3%F_6Yekg0Oc<0MU%LxTYF^hSV4HB9W*_Y;z
z+c$g(zF+DIOQ$G12YR*at&Ic+BqUC}CVm<1y~B&!v6t@?ejR^I#s>6EqPs>*T<aLz
zJ#mD`Ys98@xWKHcx=m}gr19uQztOtG5V^S=in&6^Oy9zBRd+6wNE93Yw%5(;+A1%)
zie=^El)$?s$}8sS!=D_!^LV`!r!?1iBa{|0#i1Dx{}ui6XzB}NcF)(@N>S<7cTZwh
zn$(IL1^YM|J@IBW;an$sXevnWE-*b&(dLWK;onB9>>jOoX~#4ug)15vi7$232OI9d
zdw$stW39+Ro16wO#Kkk~>gJLbD2Yh!#Ios#LFW!s$PDsdvs0U1m@@S*=(+ENfq?gK
zln%7QxkOd<QEquwr-@POH=K18^Ihz-fx7t*K1DdO;rx1!9c-kmTr_oi0PIQ?UJryx
z_0AUy?N~gVhpH1VPT8S63*U<b)J!x!UB<Bgu;sKEeTCiNIa}zpJ0eM;^U-Ddw%+M#
z(cHlVqGIZ#wkF5x3Oo4YI5gCPZqDPPU!`+Y`q%$t(6OZ<^IH_U07N16`kKvEbCY&L
zfF%}EcSzAfL^N&1mwQ};mWnO1Y|&FzQr8t$igx3641Ax#vm#~0r4>UT31u43Q~Lsc
zUjLr8s3i<u58sAZQjCN<8LE+^mCD+EKb2RvvZVe1P;QBIu{M|~s=naDINT~rYH5FS
zBEKENpxA!#SwkZKmfo-=if>d2z^&tcw?jIlJ-bUYTs*|iRDM=t*uKjDMzDKD*+x&y
zpd0g$gl}^~yMsJ^GGEf&gfH_;%ZE>e0qqkQ&uc&nvkD;K`GC(dx1b=7-*&GfdJXXV
zhLCfgt?4E9RT*EkahSZZ`zOv1792p<a{@W56~7Ad8*Rn*!0UrYggnklcknl$+mRIy
zYqshq2xC3byK8{7;=0i|Mo8Gh3r~q|_b7(_3bg^?RG`fr30Hb~?s&O1(5&yx?L&C5
z1tnLy_lS7H<6w@f-i=DiK%0_-PAv*5l(pxsJ>r10=ck~dDJ!V1?C2cOeDp4ZV>qi>
zM8_XqgbM;Wv8&d1uk7pxy1lLbruPV55<q!OdOQk)Tle?(kw7;lY7}5Q$R&zjYLF7X
z5)q?9FGs_Vp#?QH!VzuH7)$e(50Q$3UAF6hDM813?uMnM$9N%-#(kSeu_t7`bIsj3
zAvoEiKQ$EL{e0y6U;j)1Aa{P7I&g-Z^!Neoqy(PV^!#0g(RSG0T4aA-?P#vz?(X#E
zEh|7&-JjgG(kWf83kvEICr-|0-pOPr{sDZZQEI9tF20DuR_rg2qr&UY<Y=eK*iF^U
zqI{N+dv`9zW@GK)=5-+4&~=eh^i61%r2In_;_1(ka;HuCB`jvxt=%&keODQ1dA^10
z+sbb97WLRl(e-qYU&5e~SO3H<+K{h<?;A>KP+xI#>~~v=ojQ#rz>5$<_b!Hw;mWXt
z1E$?20>_}i`uRATCW-lWC9SH^!odPFx%rmyM)Rnxl;`tF((M!4c-kX%K*9}B@W>s$
z3!A+6QuX0g6xm>aR0B4L4A~KFr)Hh?LZEX~LH%kMV57+(iZ^2dnnTPZST38~{SozA
z<jIe-*=EYirgj4<?=?n=fmK&zBm1Qaz3|VbwcSPbv5#Jz2jtzJrw3q8gYSS10Fa$#
zs#Nh%ZG*sH68hQnpc*1+8a)3|H`zIu6Vl~oQ9I9Us_V9<L`@+AN<A^w$G*30)~wJ4
zN_{2iYsCVh(!!&I44#olLgVxht`N~a3C4&Q%Ubuf8wo&WK{u_N<KR%0^wEH?#2aP@
zf!{&;!)#Gw5B(8n;^MHwJ5Q9yhu+^^$Cxdy6Q*LugwdGZqgvflVa=uKx&gF}1)3bc
z`c=beKf+Y7RI8W`a?!(2ELplcCfdVC*_SG$mtQd1^Ru40Q_t5yFkz>`>VWPep>F;h
z4y)u=rVt&)^Dimfs)F4X(tcBUUJInc+{0|soXQi?iM=5^JnCx7l={U}O!wNQ;uGJ|
zrz}K1g6_0cFZVnc;>nyWhoTS({xRAeUuT%A1zb(CZCxZb<<zU-raRWBD><OKGx3{Y
z_@4V>=f+;5iFO|!1JC>Kt(AZCE8216^-PW8xh?g*GW&WsS7JRh)EZT_SmoEZcxOF_
z^QP!8);^JAk73c@CEQSF7H6Q=O^Kc5%seItEiev=e~ARcG@5Xzl=l<L(4bm!JtCOt
zVRVT^ssEc4Sh1dj8chZ5Zn$#X1ZTo3O~*SRvbAQpAg)=Z{a#klh)=r+DnGPls|T{o
z(Jg=L;Ym>>DNLo?ABI5&T&e*@=jvqo7ir^HM+nnhkc@sXmu`ogt3rUBj&f$Ig1ose
zMNOq;gvyW>W1qG2wA5`rk+g$hQN8o;^zCmfWxUjDo5RPtq;bOvm4zN5GL-5A=*}&q
zXzo8R!jEKllhxBlMjKfbOWzR}`6AAj)eZyjCzC}!mq?d6w8+5gjh3c(y|#GsEDzgO
zCvoEGC&V9*0U7sc&Of^#|GvsxEjQ_4D=-u~-+nVX=$5kPJ)=Nud2-_~bhowBRP#ia
z>uI`Wc64P=GSslN$`k4r%}A*nw2i6W!?cODlb%DU`4FuT4rwMNe)PM*7zq&A<-+&t
z!pWFV0f9}zNBOMVTRBl5u-{08F52NE$Hgfb!`DYjm_{S=a#_M9KNmIS_b<Q97Km!$
z>R2={{@@>O>0c?;iSSYf|Gu64e!?qL&408XOH)JI5k?}IXS4H2gfl`1Rm$`yQSV9x
zL^3qh#ATjpl;wAO_#F_zpc}Q+2d}!Qw6E(aiTuoHiK@~sUXQt*mI=cG8woBq`i3t_
z&--AP;E1(t1Vt})bjO|wEwk;5ZQJQ}*NK)W7mbA(iRkpc6PhfVIEKuzGK29TBXTl$
zQ~XjLNtfpX2JC-(N;)x`#fyczAFH9`EYcd+@gJK8nXV@hh*7uVsSLcfkdW?LQw4fI
z`?u9}a&31YyMt(JcZDt5LzoC-Fa|4Mr&!$)WgrgfEq)OAIAPHCX!-fwTQ9*c<(vuc
zG=+-@+^4VYuUuRCe%h+Mi_}uZdnrc~^eEY!{94$x^@sm;IR5S<V0Q~4H_PB)OR+0E
zx5}s$^#Y}&qadrB{zYxFXS@#FCzJRb<-oGGJ(vJ+(-L9C&(-~x;|AYy3K+bo$_%@k
zE$kHzeHgTt_JD^(URspju^Dph-VDMdQybj3nJT}Jm{%tfl`_mIPJ++UKdaCfCqHUB
zD3TRV0<}S9Bh$xmGTLq?2b5f{P7K8V_S5~IN|98lGR5h4-jUi>Ys1mD9i?)!V){Gr
zMbR|X8if)0--BqAbLJxOl#>34SrIT|9^Z@sr>!GNshpne9YjbVvqe59zhpm!Et8(i
zEJ^B;&2}jVOp1cq<H`A{Y-|jwuip!F{bFbr+Wdt(^vUECXj_rKaN7Sd?C8?881Q>@
zWQEX~;R3AkDg(;)sb)50xqgK&q>JP-Kf(JMW#T@xe50`=6Cn;7BJkySg#9c#-j$M^
zIh^QiET%3EX+NW0RA%m!k-zV|_i@(d%@q%>_YG~@-Koa^T^;?masJoZ=PDPSuHsUR
z0ddS949{6J<v}Uy8s!#PG`4l8s>7ff^lQ?3d;<L?v>=k`Xo*i6La<Ri7!Rt<&P8Q~
zq0?uL!bG+LMFWsD`Xx{x`G5-zjl64-5l7(P#qnR;#J{c+nuV~?wn^sUuk$;O*q*dN
z%K$B@r+%SP+RglfMNL=`k&lB-J4|(-MClOWn;Y1gSRD}$`S8y6gs2`@ohs8=QZ-1@
zLZ?^!iyg`y=-K`s-!&4ylR+g|*<PO@ZrScQA?PTgHybd*$IeT2E8N!l#C5AvB8g+5
z>xqk*AYOHF$A_A|5)=FZ*mAv-o9$jL%UiSd-=wVFi)%2kqxWe;*e$>?`$Jk>0a_sX
H;`RRkEw$6F
literal 0
HcmV?d00001
diff --git a/log/zPythonScripteTest/err_n_plots_multi/IterPlot__MultiFO_Rho__fwi_CGREGINNCanonic_iterate_m_allshots_5_4.png b/log/zPythonScripteTest/err_n_plots_multi/IterPlot__MultiFO_Rho__fwi_CGREGINNCanonic_iterate_m_allshots_5_4.png
new file mode 100644
index 0000000000000000000000000000000000000000..b86bd9796608a0772d0ddda9fcca91fda92ce531
GIT binary patch
literal 32834
zcmagGby$?$yEcqTH%NmF-3`)$q<~0CgMf5NgOuU`LwA?b-JMD|l0zfiodW~BH|THg
z=lR~fzxO!c9~joX?rU9jp69g)c>6{g9fcSL0RaJBRz^Y@0pXzr@cjenA@GwQ97$OS
z2%nK<CB#%+lXp|x;_=4EZxz*?hS07`QIT>#mrF?e)D1=@t|2rUgXRWs1V|kd4=hEt
z*LFdfMHP-{4RMTgl%n{|o^kKlJwTH}S9*ZW=lEX3&w#`)VRJKofdYMb)?x3YD8G2C
zIN{PO)y;KdtKP|0Z7zQ%XRoHY>y!CS(TC3CvNtOlF}bR8n++5_&8jQRnJ8|FIPU!+
z!i<rz>MO*|LmZf8mdN~>l!=Qu%GFa?lIa$*D>1KKxpwGz@7~N&owMGzlaeo+Vh|bm
z0Ta$+YThFm{J9P0?rbed(aTwxUs_AwgzVfPx<Q!+Srj8HLN)JM4o8Er>`aj!@}Xf<
z0!C2%`UMLC;bs2Mmq-W*&&S_Ce~f?-Zh>N$@NFwTFxMmlMCk(ob3c-JL#itbMx&$^
zr{8>?BeWj~evSc?ce@NL>~M`z928Dgx=dn!1`-E$mG|_~|GqG1S>D%33+Q&;mm1<P
znMlOLsjn5wRTK-Ef62&W3{%qUzSn2iuNgre4$d@F!NvwoONNIK=>Y;lCNUZqSX>$X
z=|7*LazLz57?XxwWk8Ad9j8Kyn-Zt0-2!f??Bf*oDlt5WrfiO?tbN!PH+?;tTC$jk
zRMdYgJ~NR(OyZw!%Z~Mr=OoJetjlB^$e|W{9Hw8`y^m0;jtb{LegVmoju9If4|(%i
zoOLGfA{Is&=@&z3TudR(O$8p+=G%ftEK`E+t@p3>{=IM7Wm}$%r+MP@sx&j-eSbkN
z--0h^&>-=9+j#U0isu`wh}4w3!7I(`pV)Sr_sqO<`{)1Pi+1K%L@SYp<c2*C?zbGn
zWzz7=)`~SxT7>8i5=Xf5sHrl_Sx8EFA}eX3i0kOD6)>Q*5)#DG#g&weAaRafK5rk4
zT@Pf^Z9pwi0!+O5Kb{{Lw-5aMLZTpUT~24zs+y(KX#ifGr>9BXe&W?b^pyptVId<p
z8b=%g&+4do%Nv>R%YhSely%a^>g$w^s;@U@0z)gF8e!<7l>Faq|JPO_isNRRI6M@3
zf;P>Q(x7s(G6{3<`95MM%JGE$vdkAMZ^`}X{MZ5#Bfu*z3J~XFk^pg{xp!3gln0bN
z)9Cf7v)Rn)I&Z5F-i^6FD`#R2h8emEO$KLMmdj-AJeBKG6#PoQ5;(gAxYg(O&wu=%
zVFvXSczMQ7y0H56qM{U*O6G!k0d3us-Gve;YXcfF*Qbq2b9YkLA9~l9rz18id+w<>
z17zNG=_UG(O9X==0%uZjsCPaZt}HZUX>JaD%{02rNIRk5ep=nF3uDgB%M;jaf7I-?
zh}`r^O}+k$@x!}7$$ZjRZbE(*5E@pzU0t=Bn4}FYS!irFsM!7_F*Y)CmQ#1E@8t%=
zw1qE$52=`-lSkMKFU{=jqSN2TzJo4W_o>9t<G6;Z<aYSbt(|7EGis7N3khYQ{4@xJ
zEzYlQ2A&q~O`bHd#j4uW!@-G8KFZ=3#Z)2Nk<6AgmDbx`d}%q?7RPJWw>l>iKE8da
z?l+=!IyY@$6Z)4$3$yO$E`Dfx`khbxy5&e8VD$ke`u5<_rN`FfCZCSWU`osNTCUR9
z0JG)JY|D~{mXTdX#QSjd=m#TbcwH`+oaE<$(xErkdy!cb@9HJX?$gcZ*1ZOFQP|2?
zlw0qUGH<nN4r2sEB4F)gMY4(oikpjv*w^c)=YfT1i~ifGu3J^!te-6BrWKNEtVmvz
zF8rc=gfZzoL=`qm7yip+dt&#PfHg(byXR`Z#C)<etEkAc`}a+oKc>*ew*Y^Nvw$)q
z|CoAF$zcpI#|tHx9i2ViSMCt~#DkZHDoZRdFOR5a-nO(xHMvYH!BsMRw0@n*3=ey`
z%t?F3JU10W+IW#4)A&%4_F@ct9>h?HnO@bJLJ19@u8K&%ILJ(ta$wrvkn#NnW8SHr
z2`w|7s~?!gpPrufzG`R@z4&!(lM}tUJz=d?V>23=#k60)o|h4p=)B1%!sWQ}c?rL&
zvQqfMe|<mgIBd;iRj632$zXg7z2y2TWvXUK@G{q&z;m~~wcnWZ`CV@Lu{mB)pU*ft
zF)=?@*;K`&u3IEQySocxYB|3GY*cVirkIu(L4~NUZVD|lw=$bl*0|`e2-3eg7p(Ax
zEi~-%HWp~TE1LfZ!*^-E{W%><Q}yT)jY5Q7JI35>ve9IqGgN^^r}m`Ya){q!EgEtj
z1-VaV;oLk`c*$l~GrcA-nZw_&hHU5RQy^!v4r5RBg>Sw+q7xVl^?$J6tbO~7Lf`eI
zEKYc6rnYQzNzP=!WoY#g;#rJZBk;JA+jHwAURx^AOtq-z$b&R~*l$@}X_vxM;K5yK
zuBXlXL)?5dHn!$h^J*^FzpqTmy=Q~FU7r2%jZ2;o-&?f8UCSA`l7#^tyuSx=4mM*;
z{;7K<R4E+N8A4(=etrXZv^Rf}6U6M*^2EaIVf?I@ib|hLi;KDe9;txij}#Z3%Q>bu
z`$8x<!$4TWN9rnWE`FVhau_pX*A<^<q`?;g@e9&t6+x|c74hZK$>=RB+;qRmWwe;x
zs1wY@DkvO<J#`3yn5`M8uwG8f`reA3oqO}}Ser7zEzTB1;AX<u=;UMjp$j^kb|tzE
z7Cpbku5Zo>2ow^8Vj+NM*j_AtO(i(AJiU(;daLQNlY=yUM)>VPLfWt5;}|wFCaR7>
zkF)5nmX=pIO003-b~llO`bAn*2J;zg1UKH-PU~nC@3b3*n=JBeYHv`R+|_Z11@|Xf
z4wjOdo!j_glBg<uzb59u%S$DDb@KRT=JjS^Mg@HouP_UjN_+&W)6x4Hbdt6LjF$36
zMXbI{#NaSzI~0T$MvF7ZEtkFuqDD0n_m~zB*HEn5a9AM@koj6vEu?M4{M$7UG<*uy
z&+uzct#t)rZ8cKPmaY9Gl@ywQ$wae#iruo5d=hW*g|mf4zKF}#cbA(RWRTX`gmlXK
z*_ufC^E8)$JF{i)^UW(3NQDwQPUrd0x!-b0oB(M~)a_zkx5TnvuK&I~e}<Ti=c8BH
zrnyY;i?VjV;38VTv>coefhTji1*f4uTRVenTw_i+>NOu^8T;NQ+g-}v4hUXXCd3+J
z4}0r*w`BP?bi_VX%>Yuel$ZB;RKYvz?$zlUYs;xxbM5Ob^e3CIzsxrkc)PX{G$cMJ
z73z+|J!fr0e0Ede)Ys(zCLyjV)~O4Hd>U8X<#NKjMJMOXyd`(vIofMD1u|p^pXj7_
zXX;JgGsOEe9`WdGVY{`#OVd?iim0p1luUTH74^-eaoiW(n4-K0KRRNR3LvAyjA2gO
zy!ba2Gd69gy~?-pvzAbog`%8d{bNkTyWU2IDlMM#%;z|)<r*6HOeB<u%c{k*OCgop
zWUXIu3}ZvLu~1Ewc2um(X#5P`l^E99nceDL$wu%jC!@PFL_w_Y8RhKDZp<&q;(Xah
zk&>j@p@+2^oyQk-WooN^zw+_xC-N(q9M%%hZh6|d1${sDC!x!e9v_rjCYFo)QBoFL
zb%Ky(tKvx+pVJ=Ycrc8QDmmPm&-Kcwj^|5W41etKW!sYxIipET_7y{Ble%i1l5RTc
z4fJk0;>9-R9OPr;H_rJgA57Ljh2l8(qw2+AXgRF0!J&)FjIo{bt~fIH)t@C+pc+iL
z?~mWY3A|ZfWsxb(Wh;Eis1F5weQIaAsr=(E@-~eRzIj1!ei!->9}jtZZf=@B>(X65
zFsSm~n!kN-%}Tc*#ngGVzyFbjjI%vXtBdX~nx2o7y8dpj5b>5+ycNCdp-?ZH#<Fy}
zzB(rt^`geEs$P3`o1+m*C*|O<Jz`9O6Jb5$?rnIElmxzO0!9XX36j~}jtD{1)kUjY
zmiq&%wGvcX7$Rndi=wyZIj|eK>)m0=-CZ|OqL7>XLbD0MliRz7`EzAd&kH`Cb6*ip
z3y9g2HpRfrX`@Dg;Aw?F9yQl70rU0wlFK!oxy7`|`WJ7!o7=h}a$;-ubRr}c`zeZu
zoSPny+nKaY!;$IK&JfiNv~Ow_7S<?qyF73}uaX510ELdT-b|0RkX}`=gk8e~OnTFP
zIG}sib7r^1Lo)RGPShEC9b||)GZxp`BApMInlALIW47K7`ee^<iNM2V2fdF>mfYZM
zv8*|D;Y=eL+ytAs5noFh;U}$7%<Dy87-}ruoVYBIQ{0ba5wRoI-Jm)y-Z^m(PhBvf
zr#AI4%x$PGZMss%QwsOs&eI}1th>hiIp{9t(?m9ZwBCAOh<ZcLvYa}hYyx)u@dgrO
zze-o(sNRQXGrF|u7Ut#+m(%WP?l(>#d(tb!h1*7JX(4-qJFHRq)z<sC!WVp$#An-Z
zc6p`CS6tfcvcHu!>!C*}+)?k8G<3B!<b4u#>u%|$yY7^jSbckHdkZhA@H*KMy;0FP
z3JFq7tyV-(=S};e`4lLT7(ni^X}m$z=f7RIw%!f8J)Ym+^Ed(`Dk!fQXa(lny0YT*
z?bhA*OYC&d*}SjU^=~eRrl*^!oQWnIT%3%SC&IRfQML#{y&sa9*hH^0aWNqoG>|(K
z;?aL$N5yvCX^L{&vfiAd?>6plq^@z7$kxf?^iHa91ysK!@$#^^Z)d3MyRQT3$vN1E
zD_im6nrtE19FH2bodv52^o^kQLKWHG&iBzx5+q;MF(}K<e(IR(YdgB(O07m`5=C9n
zmQ4TNqwzUL-0)Byr^%Z|$g3IUyc00~p{kr!euoVGb$DVJX2lz;^G{{?q`hS{MA~IW
z(b-}3e$ifS0V_IjTUzV3sFaD*t0qZ_T6&l3<-i#?AMb5-qHEXi)QnA>kpZ<Z_?ni~
z>w*qtbMvdssJCF%BLgI#g)W7a0Mo(fI&MwHDw)YB90~<k{7R0)u|jvVUIdA!B8Zaj
za)tC5Od3AIa2-mD${&Xb##!E_=^rvf1Ak$diz5thyKAh||3b-sgQ2v2?EH!dN-(>~
zV_JFl&ALWwW%r((63I5^0p`4V8Q%U{7bPSGPb}%J>2@61@&&A_&o}|g;faEe8q_!J
zx2gj`oQu2#RG~A(^*WMB9_KIrpI|~kVv0_PGIZ&aLWO9~Hp8|?ES_Bejr<P=E<ZC>
zUD{U}Hp`0)F-pR+>F>zN7&e|A4E|VI3SHCt>5kgaq>AQN@S%pM@0*PRl6Ez>=+S!I
zv*t>x@qE7`g&BXeJyGlFTCSlN9<5*{U3|Bt9`%w2gE#9mbl#Ug_I2H)BJO&v18572
zR;3v%v5F)qN!uT7Q`Bn~0`!2q+Z&!_(%u;uO5kumWT4e}uIG9<uw9&1(X_hkqWTWX
zS6poC0jxPBv>dhWeOkM<Wwlu~%eOuy=yfi^dTwXpdwJOjd=ad(B^>{Dfa<#s0&O*0
zlgxv(?3wIyq!8@y7YRneNKV6~B~Z#!Yf1$PdS1io+7PN@#-WnoR6Ok0uSNalHZG{C
zJUF7lUlG5!0y`eW?PCi#ztQ~}Cf2ekEUs?V?pS~(8Js;cBz)VcroOOUzc<$8B6?Lw
zl_O8I{o)MB;-WY01;^x`Q^$=_Z-jp5@2BLMN3FXFN(X9tpLNelKf?<^+D|&(*_olB
zN#DE*5d}(g6kSMOUY^#C^IVc`aii@Z*T6v0*QcjfySs70#5}bbd18Sd?~}}dq@3JL
zk*IgO(;RN-!fpQkbzBqI$fWJU;nl9-O_cw>CoINg(EVgJ!CwLBSmz51jWs6*l@`i_
zuAPC7_UNi16_kEFD7*%Q|GtKZ(IuE@l#bM`eQaOP35rNjc)eNV;O*7-<a>}~c0<2E
z;JCT$$K+Sg%hM#_q`W(f(<(ZSt6yOzcucQjP^GuV<0Urix#eeNS@*7R5F~pi!<}~~
z4WN3Syx1&SCllqy6n?BDME6vMN155MJxJgPlBYZHkld|Z6?FH$)z%<|dfR8r8m}ej
zNL#$sneG|@&+NT75`clFHb5x>*3T<<2EEA-MWGdwX_Mf-8>>De?{wv$TQ~CC<6*}`
zb%E3iu4lic`=wdzDuwtT3x1{yb(83>z*=G}Yqyj6y5F$Q=q<uNE6`dw+7)25%gnFq
z){&<_DkG8MLN+~)k|Di+VFBQ^kI?s)mNvWf3KEs;sag-VLKPGexf3B<?~2ZqJ|ITX
zhES&0tDzq;_1`7?gO0cs$DL~HnH&WY=r{_KdNC6`r@Gp<mQg^wXZnF>VBtiIw=KxR
z#s*a{Q_aiwuAY8o3l*@pIK&6s8XW}SXS0Q7p2bw6m1DuBwPsJtz`}QGF}oU5E)nwU
zF@j(Df!+rJyY$0mujqj8ONpE`k&2Td&3fifDb46gnSHh#cO(sc40?!mN!^(U)aiW2
z1)i5fs=T@OnCjKalhovM8vX!sg*Evb=f<!)GhTflwyS;|`Lmmg51huXxBLG31UAzU
z*IV72Qf=31mA*yxnkt7b@@O{mh*&?(1hb^~@ov3tTfvDVoQF58B-NA@+miAd{z8YQ
z8O_AD3{v4sm8<d>JKmcENl{m~jb`D}$<uSW8~dxt?bh~J#M1)Dpof3xG?{tNnwt^Z
z>rVg(8E(LUt={T!duUjzYO|6f*SigzXM=S82JhQ{utCpA%);fMZH>*Gh(T+v{_Llp
zKfX}vCv3?3A5|1pHFaBPCspGrwRknP;v2kVegqU=_L9c>C6c(CPXP42lArTDW4jfM
z1Q5`t)BHU(6-f!8bH&rN?pw2#;07?}bIC-(K=!+6dT9^4tSMlcdz|RWbS~$<*um%h
zaiFPA=jtb-LOm>-O-<dDO0^1&M6bbqwH~@~@qVOzShuJGzN-c-By;;*atmU%fi>{b
zEUs&)2NZXma6Qudikn<!u7d*=o#|0bxw9O8*4eW@3sdir(TKTn@jCKL^S~u3q5)o`
zwSC3Lqic%Ul)fqoF3W{9_(osE2a4GM$q)Ewa_fV-zs6BfPESK@SxTtVuT6I}HOecx
zJxYQ&%VkXKyX+7VK1UmB$J}nWr;(?6FJn^lug?vo+IKralcRbhB3~*k0!7-9^eUtN
z6xjDmZIZMzfPZON%tjO*N~#_rCtFLWOL6_YJV`OmbHVnX0JR%xQe3d#ZcANHx$4kV
z*KtnN<t}<}CKW;oACOa|Os7lrI86_-)h_+GnXRBur{lFd9Rege*zB>5ZsSFh6|cjv
zFWp99qw{b_i*gXNz<HzgGd3^2qyZhr#eivI4r!o`?a6Y*n6Y1~-z)LH(pbDbpS?N}
zJ{QsbuxgstT=)Dva+i4yxs*iBKx&QSrhlBS9o<!Rb@l$ZdJ4bO{@ggo-<k19P&Z<z
z0z~$wp1yb^cv_m^|Hf_S(0f3?)Nwa4M7x^zd>iUMmiyD6Okg!S3X?H25=#;z#cgAy
zi`?7k#)l@o`{y+1NnzaD!d8at)=5UvzG2my$(^4Zw@OqwiB1g2_@r_Z1-#6Wj`~VT
zm^4X&u4b_BbmsEEgauUcGQRJ~&2x1j?D#E9leNta3fc8VDr1Zm9WCuUxm~f6wA8yL
zh2gG`s<6;g3K;y>G7Lhh%c4trJC5$|=d~6<)e3*qCwbmfA`9A_?F7xOLSW{m=Vae;
zM~>`gq0_oIy<(m3%74Kk@+u;RF62@mq}5X>Q=D{!&M)D~Q}%?k%fs{t2-I;a{n%&k
zzY#yVqo?nk*~bp6xE%w714uNgUm@&|=cLeDO|D)UqlZX{8VVWC$*6??a+vcBM`V|{
z<*<s9H3EtIp)dIug2WhN%Y4>1-gJ^0NS0&8p-TXy9Y8GKk=HV;u~866sp(h9Jt=;V
zLwjf_9l*jQe?Aq`0%6C&9Eyy1CLOBegWtK-U0FfQHF5+Y|GGUe=7}8fdMu5d8LX(y
zX`DVMg*oeqwD_GSAhU*^B!Wy3d}T){o-2jRAsr9qZAbdcmOB8C4}Wh3W-9yo3hj=A
zzhinnuS5p(w~}N0`3!9}<X7~%E^Vh{n@pR$IeW&zC2CBC2*&FHvn}a|y_F8gyo6{5
zn#jE`-IT*gs(<ZGl+q9tXu?S0>1RTE?PZdN2X9@<mZ&d;Tif;Q#71ueRZxL<&P4gk
zsox_ro#(L(kM6tN%tQ!CJmjII=F-q?-?!F}%p5!ejSC;RxaGuyuUE@H2Y&rQq=1{@
zi!3Jjfp`w`Vnq@k<=utve(AnbfZHpb3qMd|5KVASMj3t#rn*ph!*R+_`BhBdpb*}Q
zvEK*969=#{!e9O2&eV}|KKi-){P!GJxJ4zlfpMmzINnwUQNC7x81K0MSzg132nFW3
zjgL-o3)5Nk+cBjW5Rx{{AEX8!A5w7qJ;Aj*1X%Yzv=r^{LVx^3_H%`N7@|KR&|>8W
z^jdNse9l*~B`#-pt&|J&gWVrmL@ba)31%JGV#k_e68U8y^s2lWbP8D#X$95dU37u-
zI7@+}Kb%EBwlOnZ3{az#EVt)MQPmwRvp)`fpY+FK#CK)krTrI+%6~oEUbdgqK#_Lr
zWv*<SCF7!8rD6AKUnU3MU<`|V=ld#;gSoH)PyvXVSD{SIYP^VEZR&f5&`|=|ERWjH
zuV*G`oq-QAMT7R?Bny24%(ksMe@5r)-2?x;<@?b8_EO|dv05C#7w!LW<#;OQN7G-}
zBbUi13A*Ti;}H+DS3yepGKOE9sq>N_zwOEq%Ac00PWW{^;z=JQ#a+vyIk?*q`=KZs
zr$+Wj3u*bfvw>8lfc9J$d3jLEh+30qoa0ZBxQ3OY{qx~H9Y8F>|7mo4F$s;QaCERd
z2A((*O^`<D_cx-SB&#(Q=|fj=)L$!Vc4X@$CgQ)|%QJYaj;%u;z`=V`!4|+%#{B5$
zqJ2?h+QFt)(_K)%{fsB_LrWq_XuW3A!h6qn61s}C^N;AffA#@E>O;6YbU+=tbAfOj
zE0V?6JHN4jA}PbOh;w{NDDrhk(jVKVyT`)suuE0mVeJd@e6Sf>i1^z)qM#S{<DFt|
zk?dWRX$*>M^S|Q<n$UU$K@`xSN%z<QXmutx?Z+(6>k^X+E8lj3KGmIPc+tPtfmR(s
z20xzaE=YZLaR2ScsPll){{|6S#QG}|6Pz7c%{V0)qBV7lg=|xGr<>X`Cp2wJOTG%4
zrsRPXQGqvaDw)8cW0e&VW-70&xSnySidXtZbki;$5TXv3Dj&;r`5o$Xtz369V$a39
zGubb+3yqi3gpPOeGUg+vW@^o^x~dG&4Z608N#x@64gUub-T6i&DyWt7^S^Rg-5{qh
z(!fi4E)&V{szLS6<{yz?oNMZjyTryRE^^zj9$(22J|paFyb?K)rbH@>V82WRXI3%I
zePt<=g~E}ddyT|Qg`mdfezH+ZSOh=qz|DT$8>4GR`eRJOp-HmF2Rd^plo!@T@^Om4
z_5AN+8?{_9`T?mSV79!ccQH>*kSo=P@F%nV)tWNgxQV5x^0Dy}ctL8~#aa^b*z0+L
zEM;mlnY=Z8fVFB$X$<!bWixum45bd^*WxYhL-GM?zFNVin#8m)xaXP)Or}LD-ix(n
z>cy)puqqp`W6x-`7-}-3L`XB;YfJ({FUh>hG<a=QY!&c=4c{E7BM9MG&to3|r}(f;
zp6IXH{^Z_=K~?`TTaU!I7SK^d0&nd%nGJm5xUQ1Wq8BIv&lKB|&dco^EU?Y_31`n#
zxMT8OQgOUk?Nt{2G&mBIWskb{sn39&PzplQNzCzhPD7B6UO1~1(??(5fKf>>81qV>
z!i-n>$mDp}O3ZK#sSi+Pt0aCQ|CK!dcvoaRq?GPorRa%yeDBLnDnXyd27AA#0b99O
zJQW_a7mpq&1>upC3=BEim|E$#qtHqQ%$h)gQ#`5{hBUdVg&q%gn_kfRRJYb%eLs@x
zTIqcns2r>FOWd-P1ucs#@r`U3Z*LH|r+qtrix8^H0D15yn(D)#W_(Y@_z><Z?7crF
z8~6U_<o+CGqqN3TPP{jvX4K%9!yi6<(DX=>-=I;MdQHYqKpou6gyQq5R2H5G8gD|U
z913E%F3FW*W;k66%O;8IiDAKch{_Q48flkRpK||@dOkF<T`+MO7w%Io0})Ti(W0KW
zjmTIS#Y$;8(Ib{+bec!|voS2}*a!E0xD3yqZ1^1XpQ!tr2!Ky~36``Wyi$0BH(fWf
zs;oSni7m{iaGJxytm&RGt5a1!KyTc8+>a3VX(c+NujAEY7MH?gHyZqz$W!8yC-dyt
zMo=r2mATaqwevhg8i(CHt58ZQ3aT}7-+QMH+I|0!$@wGXAIXPZQse18XqDk<2DP%2
zTQTn!%eRq85#tJ#S-4e_8^Bj4DPyKypm)*XsPoF^=4}$%GpqZpTx4~KAz{B3=fsx=
z!Ic8Rhwt#>>P(H%)jo+=P#y0H^eSj1w$VuPSPXWPi3w8KOQE6t4W9efK_?Oi`^@a`
zga4RgvPZsutm3are}FW8lQnc=eW84!!HB(@&%;~D%=m&K5gi~!#8r-;^~N~IUmNmh
zs+k8$yu^cL;esNWNe=f@G%e^4NBM%^=nBd4HQ=+eakIQRU|rGJLeJ49%nvwVwN)cn
zFyUN7f<0I$&w@p?Fl$|ml&cjGSMyp^aMs>dnlBFuEgvA`N;y>ps1@+R0oG3Ef1^QC
z+y?=sPsCvhUDvuOpYa%8AxaCHFz}gBo)i?i>-n%g6Rfe-?Oh^P*Hk(&Yw9l4);Avp
z(CG^w2P>xDjxXmIz=CMb2i(p=7lc#$JmG!cnw!g-n-4o+a%(~tv!~G1iYuEo%?SMc
zLX7EBtSY>Fj=6`12z#+h=p0U>uItdUU9WOJf4x%?8qaB5xIDSvRI_$Sr<ZcR(dR%8
z?^<J-DZZRfNC~=QU;u57>VM@jnBEoEUqnu|G+jpml&K5r>7Zaiz(y|BdEMcq1DspF
zXtgw@s*q7n?!h0PV0a|5;grA|AS1!craGrhx8=KJm?Qwco%Om3y<J&!*Y{dY0dR*K
zpqyZ&)wwJd`1!H4v~0_Q1omf*SYO;;genZgix_mCAWM^ToHnS>o&H3$^!~Ixo3>yt
zwqB2dy$C4Bf))%uT77mY7DW1uu@CQ*+?V!tRs~DmWFZOXlPwb^3ql`cZkd`L@=4P$
zgg+darwIl_yu6_*WT=2>*%KRE%@Eb)O#VcWP|$g@N<B?MBIsFDmDQAgN(&<zc)2U=
zz#&>3s*G?ah9KxOe{$o;CWG}ftunv=LKPPOTB2{Ec&552tMtQ9pDYQ-*2628s(}Fa
z-TI-ixqywj^@R<M$&rzF>NTm5&M=bA9D_xR&F54+TEpGDuf5JCp=iaAQNIooj7eWA
z95z`I;%X)^o-TLvYVEa2@sKY!%VhdRP{Tgxca>F`k48u-;F+{gMppT4pe0h*XR8$D
zb*QLi*q@Vec)9ipaAti3%~Q>~9p{xS0HlaC=B`CYXbG>4)z)ZEb`?*J^BgT`+Ci}>
z(Xop%mD~K}PD`>GzYL|>Z&u&0*Gm)OY1rX>%aYDdoULVM%3^eLe0k+mK)j-Um$eao
z2eGB`S!%2F0n-AGRjs`-+bFkrMZ0nmWOfF-pG72jXZ{c+HyVCguB`QdR}wJmT&}mk
zkLS*}NQkS^2!FXBWtIWF`sX%`l#x2uA6i<g>i6PC9rbITPh;3BK_v&RLAF@K@x!mK
z&Wb40J-nppH7_Rd)zqd2nE)k_=^gHHlH5Bz=Z+LIRA9-*gC!ES#*5CJ&=jw!8pYk2
z8g+xZeJ#$ySd4pi7V?=!PW{Gw?;%Lw`Xph8sbJ%g9?ZB)4vgCwCbYgom7|#URwYHZ
z%<!}|E>`&9mxH1ZZ0k<UZn`Sh<5Amk4up=Z*8JTfBZ#@xud@iM<DRx%e@D`dsbDbJ
zS)!vS1#EE9Q8)q{82I1}Vb4~WF`BNllP2TY6^vU@QimQSEeM?fxSOFY{b3n8*dtbB
zkdZ_Z(c_7Y{z{)XvqZk09yM5rC`~dh#(p&@x-))-tGT~mQi{=0(pN@@8JW2OVs0AZ
zWp6iz<C99Y6_FVI*7;K}Wy}cSfRxUtB;zR$n*YN4V{(Ftsh#RI6!mKG+mnZYL~h^1
z=iOA_Y_|dt<I}nIZB4=_pCU8OKkz<In0701H5<ggbz8pPyb7(b@<OBAtJ*eRxS2io
z{&;>n;CXnlY`Rmmp8KY0j_SxmM+Dx!cnb7~GOX3cYVZ<Q)a@-|*4mA@eeY6dVEGE~
z(*=MgV)87h&@}DzT5k9h@3w-iLZ?W+TtBa(c-wGNk8~G4pMN!8*<AbT->L!h(uS`8
zVDs+MVjH4`Iup5I1MCMTJFOz|D+wUYpeW159n$}SJ=AWYAA3eHTTW9JZ071c0Y<u|
z_S6!P-i?_YyI;&`!LA}wrlu=XAeX1xk`e&v<A<)z(nl=PSS=HwD~(Q>K9H0&t`#V(
zv8RLj=pLH=Xgt~qwAH!XF4C^q=W;rqYJu02J_*QGFWK@btthjzj8L$iY7Bw+VUWF)
z2q8%lalgDxwx3q8gxWAFuK*Jy*h<#cX@gZ(X0ytbv1_4Pg!hcs<7Hoh1^Ah9%S?0A
z>F=+!H%q4aOh*qFN*5mmY@G7VGnH4Z+LnOQzrVV~9lq21G&^CaanBgaKlJ!ZaN8|y
zq*RUJ3~$?dyseBC01*pND?R#dd?@O-e$+x1_-)V|rP#ErrE$GfG%Q*aBnJ<OjU+i?
z%QkxFg`!n5=v_}`a#^v1bR%9l2Zw&;aM{V^ZSz<X*Re?_xyp^3^X9H$o*GXX^xm;q
zjxf?Dzp7}|Sr<JLI#ajnvhJ#$d~$J4r+0mWx!1Eg9hOkFujqBM>a(A_rzci9>gl*Q
z3ro!rZ9P3Dnb*>jmbe-s)UTZkyBc!@)!Pm_D9muPvP+z-sFbjHHw;$q8kz1E6iB`T
z&UjGk437%+zNk0DM%z$r;EP{jjaO4D7<GGz6@q$4+kpVJ-fg!Nwl%TvarxTX+5@8`
zi^io5lj2Coc3PxizmBWnI&M(dWU}-DVE)FNPDH_+Tb6^h$QaQp7?p(M;FR=USr;Uw
ziuCu3GhikOV97og$5xZreEN0VXnwWx{gkRoFVVZ8Wezh?fVu0KHX&#FV?!$JoYvht
zS7$is<T#|&FR26zUi2E55*~V*BugLQsmm6MPz*Aqq=g<KeJY;>c`GDLk878@GQ3@{
zrYKYfl?$m!E*))e>nDtckOU-MH%X)1)~(N*dR@<SK{jUD$UPUI&^hXLZ3{58&ibzd
zR9qUw>}Z8U|7L_kg*I$+G)LWNIoA7nd-rM$z6>~&X+?tm^^zq}ri+$o&-Od^z1GVY
ztZmInI1GQm^!aUiqsxH!(k?R`hd+^{fVUkNZ-<ibEfp_#G9?W-p5%%OH~x;*rkL04
zE2DrO_0F8n-R^{H-JGZAx$m<!4Rc@_K4+c=NRg-PSb(bk{fiAZR(-Mi#$wzR^HKk(
z=;n?$@A)FEX5hv$2x%XZTU|Xgz94!W{*?}gfv*go>76d@x?y{p#5h9bjmSl$ZSrh^
zIuEwfo|5+`*PqrE>rP5?3k4;Ya7si)&<Hj1&u!d0%o-Wtmp6v)u{YL+A?Vn<K%vj=
z{d1(slGkQxdbUJ=Ux^Bl!g*r_Sg|ymz=s2%h($#%=5kUs;TOv#9v8!x=p@w>6K7Lb
zxD6>s3183C%5th>N8boLu6>W9aEFfr!k>pu-+ys~6BEh+@d9d1FM26qhJbBghlNed
zE(I<z8Dh7gw#jb5B!My<nN>dW3ipIbJUx@+A{dqee-FNrS3u@CD%1Av@IrhdT1feR
zU3-+$N8Msi4SPomX<aQKOazeU1w+YKRh|+>Z{QMi@zOq_Y1a(jMYBrpt4}_GI|h3y
z&t^Dve(zkEGSrt3%?@z=uIFv#v);>VN)To+$#s5Ae<TeccZ4~DKV*umgv8|N-$~6s
zxXh4BD<BOmfI)%ch>_pHLUmJyCqx#X$b(#sb|zXtxvag=F*1n<grT(QGxYJ2YI&^E
zU~MYQo)HHoe`vCko1@wb`a1IV@<TI4e;@*d9H@jl(#U2DEfvc{D&4CzCh6-Nd<IJc
zmWUC;;W3+62f?dHjq%labAg+dQRQ>~y!iK!Cr+YK8ratu`hRnEOD}ndMgO4wzxd;T
z+<=IFr4-5en<vqRCaq>%9Wle{Vm=GygOKMxs#xY#zb6-lJD4C*CKG4~;~VbRJAjsc
zywN>;OMYDOLZX6Fi(Gupg3<5@9&MKSJFzXJQo_`@-@RG0WKwc^vY1f;<EVNF1M&*A
z{&iN9XW$h*laZH4zlgJl-pl*0zvoH*Fz4rcN##G7yC1+zcj)QAm`;E^dFdw<7hsWz
z<Ztc{r}0sD)QMevCETHNVO9M2n0tw$8VtqpRiH;UdPQ-CBgPA(hh#l#EAB87wxGp0
zw5XYmJIcH@CcKu*FpC*BhWcBKx#BvA>vT+iidGak^VQ7^=*QlU$ly1Wf1gIsKnrj6
zr2fKZmgFR^a`^h;xdyK@CgvXuDFHTq9?&8J?Co>;mp|z0>p9Xg;(ZlTjiNk?Y95C;
zE+|!Rc3XeiH4HG&(|r>tkjj3#XzbcOv-gh4>GI&h;59`EVv+_9ZGeq3y&CGWv>ZO>
z7td-!uS~VoX+dLsI5%@J_Irq4FWZL<YwgDg>YlR^7tb7J9r59sg;O2szpTNUg|HW>
zLcf=#nUPh%#ir)Y6Kea5oc5>Rl{wy7Pe3p1L%IKwDL+Z?c?{Q(|J$a2;c=(B1U*<l
zv)X4Jc{l4s)d&fZhpTA74?o{x@?kbM4M;sEO0${y+v{ggbDgQ+VkPA35JSh`s0Nnm
z4B{^m_-Sqh!g{I)YBdK2?Um9nMN5$`i-u!Z9tJn5uJ_^ll4Y2d8%1|XqhB16w{Xyk
z@w}FZjav?y92D@-3BOv>$p1AaedZ)aT|>|u0iL%8K<ekCdv}mwy<-Lc<*GQG(vuZ`
z!|Ve$BW*>bG-KC=RR4%r9<lN18aOOB+R0coC9;nsw#Sxp%n--UJQhrk<Adb!JYzCD
z&0>Ia*nZ_Ggo?wK{-O4opAUudG6$MnIEw-wFKu4vt9Ohf2L1aMt)~vpqGLDq%#}?G
zSPz{_-tL2mrAK@H!5CFN4NUyKk0ev1#^O1l;dOEFWF3VtlteOtJYrA4C%y^YQ;m^w
zIG|Q?%)iL@kK+J5(o4VYC5M2-fLEjNmf^PwAiD7xHB<`N%a<>5m9&G7%8W_$Dcf|t
zfjOE9<;(!G?Oeq6Fm76mxxnFvy+IPb2I6~Gj{{Pup3`oZe*=%~5Dpc(CFy)MdWQvW
zqb3bPFe+bQKR5=J(2nBD=rb4$>~5sCX*H+F8bRpy8RQ(z14CS>y|^9Y6p>i;-jnd&
z1z5NaJHUzH98wVjo6p7jgUJ8Cq_q7{QUf9+F09v1;Y?#HCc8S#DQpG;tPB^?#a0#s
zn)(ieS6<qo1Vpi#P?%B7fN!<|UMbG$=WeQOu9Bss->9|LZ_&uD65mM}=oybRXc6bI
zM!CgMlRx5rLyEKXV$acwx?O7jWrYrxM4uebN`_2k-BEndjNIcok5`U<9}ETE@)?^0
z+4f&L%<IniW%%1xxToR++kFl?FvA0Q!=SHp8HfL3o@kH_6Tlx{1YxE<`o1V1Ux9gv
z%^5$$r~iG5Xb!ggs~@Gh^{qi~>^b<UbjNW&L%GkAEJuW9WSjbLME?HD3L@55;SN{I
zsBN*`jm9ui{nkuUH<fu#ki90w@%IwsdY?2w3~gzu-;oR(V>GS#y^Yv2l?qervhi2u
zq&BAb^+gqWjG=zgaOT?7@=)BNkKtIBKbBmb@dHRQjPjsWv=K#iP;tl7A7|!Xe-a=K
zGPZ%HPB4=!-vtLC93!+N-g%A;YpDj)zuiBQU3zl42g}Vw*7V~SkPBU8xpH2#Q90}4
z&)AxL7)}`aN_s5I_SD0ibA(j~sf(xPD<68B*;$CNdwwL!DrT_<7k#S;UXs+o$#yLK
z%x%v!7tk9w8&?+^Q1Kfnt2igsQ?M4NP{_sK44h5VP!3~I7N8ugvI(J2#CephvPrDH
z*L7CnkD*n({xO6;;$zV<mwYMJyVN%0{#nbr$$x-j<_9?3|7R-yJoM!kb?uSF8#y)n
zgfdU0k@&}QCVTiHtDz|)Pq~=-rRsJD6ra5{u4pb#&-LVE3k?g?nElueH<yq*`+T}+
z-lJ9}j=5uR$L6+W;L?#7BOJ&Q5nFml|LcR4G0$qb&|3Dfp>|_jFRp3c>2xd}8cCs<
zr?D)0MDHY*=CD+R3v?DGl@mI&E2-NRTO-oU2A8+1(JpE*VaE7@-&JOxs5-Qk!lM!J
zn%^@%DP9xL!kPR29>D)^p;GV@g8GL=FJ7_tScSx(kbdWUul!{5=h|dZx*jhPi4a$2
zG9}+`5Y^o9WQkD7#*bfUA=XKo@s_mdUx#){d_|Rsqv&kPI-}X7%J8ud&7I49hCy;B
zdORQ+y6R8G!U^v+9iK|a)USl3qk*({+3ii8#2(H-l*E2_v9Vx0w4`XwEOzR^?-~r6
zbQy|4)a1dB(rTnP<jFu`#&!Vfi9|9tn8ZX$MdE7A6F&S~TK{JW%H9sEs2wx(UaE}B
zgoF#D#3i`%c&P`r)9)jX=k_=BCC^OHT%d$H+E)a5Qjbi2C*moydJ^)kH@r{{r8s!0
zo_$O3OQo~XC&|1o{aDbwtw<6?8<}4Z1!(f?eZs7X=NfBwDU^_E8b^}8vwirX$n{#(
z&Ui|5^V`JWQSaqc#Ao#~9m8YtnDYxVhJA)a3%U8#*5vKn;oiO}UAbAptkz@~C%1*s
zaceEghw7q#-bEquKG!k^K#<%8{#7v?D+Zq%{v{lV%B?c;L%#P=<=g3S+eqev)B++f
zsU&FMj^*BDK925@I2Jiev6eu}6$)}Uzr4UE5Hc=i2+8Lsu>2^k;{AA@z?_9xl1rYD
zOn`B@i72!@xt3iLEkWJs$?IkfI4OD+?xpfu5?lgH)eH-k*6Z52Rk_JMQ?RhT@*0u?
z%1|RaQLKjEV5JlU5Q&N|G^D3Y`09`D%H77_5)CtCg^>O|oIe>rHi2qq_yYti_2Y$P
zVM1~AQ34L}_&6<hBC7G08tvzpIt`X=4?9ms&eMx-bLRy0cim#HEd3VUg%028@o0XA
z%sO_fXqO{NMoCmR=)eQ;i!La!VV?axT2$saiSM9sJrw6+(Fq|PQe!g!OCdulr_`n4
z79l5uyb;Z*Lrsr?DJNT`DUE{JF&DEyvYJ8}+!<2yr?VuuBh&8%(*KCS_p$#^{idVU
z9efx?Sq@VE_N0B~&5AVYhrE1hxm><uR%nC?r$tFGs%{jRPu@a8Zm4nVRg)%BfIfBA
zQ^g{4p)0%Y*L_rKF%8es=do}ME5s)~isgoOb;=Mug@$Y1(!ExAJ)fzLx9NSXItt5R
zQr#vB3KAz%R-lN=kBgOxly@r_hSVD(sfWb_sc9av=KHw0-5(?2zDh&}h48mt+?)JP
zjK7x({#yzAM^D_1<@<{P_BO6e-ruXAI$<|QRm*;kV5++Ojb3#4UPi1|iBVFbn9g@o
z>>-xTc+z7JLXtpTE>wj9a6Py&ouW_D4IGXCGi<pa0;%7FX6?~N8(z)BC6kZ~c4)i0
zGEKRg;w(}7o?xN$>I|gh=Obiwg*TQ#ZL1oFRI^@O0g9WMAEGl`RWh*gIlWHh&G+m(
zQT0jFMq>KG_j^XW+p{eE6mTGfX!O70IC;pOvilSD)c9pwJRjQ6n&(;QR>f-amBddT
z+Sh9j-f-cEnFjGY@F$Uxeh)?V@X!hQNLd<@gjqltB?8LxQzRDOkj5z}L5?D?bM&Am
z@FC~WPe_Y#5;vnD<qvu{9>iuoGY^Zx>zlNvvNB!e$-}l`hjK(1LzC5czpE#&+C@Bv
z;-hT7o#%S2MZ6oc^WNh*`#Bs7BzEW3;W`K6o<u+H+R^_qyk0Kbzf0U*KZ5dza&(c<
z*TDXXTfR?MqWt^p;iN;Fo$p_Y%GmM^QC;)phd)Y3VL_wQR1&%JP`Ed*-w8yxmS&Mn
zWQap#sAR(nreuCoj~l0-P(6DBqA3jHwCH28gLOyO&8iG63Y<9?u-V2FYpH6^wDYdc
zWsn3rylYl-Sm>j7QO}Ty&TLlC_|CIFhp$g!+udn>X(j;d_w{1iLe)d7sS$X0BLTrb
z$0}QfDi2MQz1o30MD>j2pHBVUj-N4WReB6ehX8|uul!CZL~YuKrQf7Dop4KcQb<Tt
zTAcc|3|<ki*^gCfO7CkIb}!rz<sxBgvJJGTF{8nm6mOm#i~&=!@af*F1DeirB(ByA
zHK&Hy`G#T$(o~QLvARxD3#(Bml0u18k6+9iU<ky&MOs53CJ-rPJ6=FT;<3w1-aRj&
zee6KUudcV>=RayC8|+*aR;94mX%Pq7mNzBZW~Sr|dKZ@Q9dp8*o7>yRUWKA-QQPb3
zUwl{}JZSaFg3ev|@3O#=lb0t=lkM8oTkOT1cv{ql5{^&y_u%fVIaAkwTB7GYpxLm`
zo6OQ;J1DwWd)&hs7+ild?cgYx+O+HvhR7%`Awm9B91Se_^Ch7hHX7J4Vj2kzj53Om
zfL|%I!mM}UC~fMx=S!omd;a-<kTiffth0@bAfX|_L-3=P^QH;`f;6u6%^B}&K2T!w
z!o{d!62IF>d}3n$sx7n$wsv(s0Fwsh<-dttdkJ2(NQV&5Dy=m0-^O2WcR5PFo9A0k
zAd|FdkzhFjCOp@7ne8VBK?Q+$Q^<FF?D+Q{1Bj8dwd_rkk8daVtoRpeuZu5l)~&CW
zqhiiEQ3+V<jv8ECQ(ca4J)GA1n^5~mh<VdsFpBER$`tp#99E%Qm0ss2IKZekyN?S~
z6zaJAe&Bu$k1g3_E?+$vy3GX`vH7|RKoEI65g)?@^*qmS5V?52`vvh09L7T6p|jF|
zYi@2X_(wE(Q3cLo8L1-+NB|=Ojc+M)%^xY`TpidO5pdN5e?cJYm|o*|_^WJyoJo*y
zgwBPzFgLEJ(rIf=(<+j?->AdFr6i2HFdELbhH!_|<Koz~&y)-nb<c(7Mk13q-TI&C
zU#k*G4$`Je2F+_#@3f^zrdpYs1HajMvQDvIA!Ax;NTl#gcg})>Dg!re5|hFqR`<B%
z{lJjoYTP%Lz!ga;oi&aPEl{izOiJTLK|sMuiBR83Pz+y8jmizHNsEss_0{Tn$B?ac
zvkPebV~0=oNKDjPa+=pkG7VLYc_Ck<PBYFjC683Pf!22pgm-*Bicvc?Yh9EqAdZqP
zFoUI?5IMGT!{x_Zb<s1=BxsUtyK+#sPL)*qMkLa#$KsdSboF`4bSlw07pHwat%MD1
z>7C=8I=05^yFpf#>noE0v&B}vfQ|O$bC<%#Y&u+pKhvx?Y0w4lJzqXrh4~Q3GiDtr
zVA$0gK{IrM9kvV_YT+;+F#~CpzGuKr`3Mg#ws~t2!Lc(VLGB3TT?vT~5!#0>p`Bw;
zTk7=T41eeG>ER3)A=dfYvH*ydwu2?q8k8=4zN4)0S|W-zls3J-9{oX}Jiv$pA`CDi
z`TLH6M`*q{a;vE3sgh5smR4sf)TygJNSprR2{D_gCR3>ZZoT16S>4_=L2}*PEyF=g
z0l9VjAF!X^U%+9FrC@kl_hJi@*P-ru*ue)eJJ~SsygC8(uDcK;o$P9>WU8vE#X?Y+
zu2>@(vXCByNdW~z;>So9)4B*8gq`9wy?7_06jq<fsbCM(PzK`tk^)P8dHFuUFB_7K
zYqEtoAXGtb$h14u0KZ1z9~dl*SxK&Q3&0aJJBllJe%%wG6oo^W;qyE?#1jI2gmbk0
z8s$6$QL|Sg-Asmb>${n%P!@5WuS_}#@>;4++rUt+?(s|cpBIL&{91x&SoAq}$bh-^
zkNHzLH;hP!HDkCDo}j1!+yzhPHgl_4k2xoohT?{W=4H|IsjoXe+}W?lmg`nl-CA~Q
zIra$CnZtHM-;Bd<Qx4j_#eekCuA~C`>$irHU!^dTxPCp|g%|ei-$;sYeLN~ai+`Yb
zP|C#)u9FjboR_8Ze@(=;AYv}<Cs0$|mr?P%TT=`0iCtheHF(}>gYEV_eX-4=s=!S$
z?L&S2W8n@8Pd~<yRmJ;}v~V394(Z7!a<RqmGZ(K4C(Glz+oX2e(5DzHDivg$gVoiB
zDy9FKi;V^q&F+p!W4BbX*H1<10EaL8J4St>d1YiuyM`A~F2ZKKVCeiPI7%gY<G__U
zh*_IoktA=G@i8wTA2_~T2Ze-u3A$G)WE`Zir6@sYw7BS$_@jAz9k1QgCTN`OKuLJV
za#4B7T+~)kW3ja(tUBB=<LN!-G?L#<_}JPw#x!2a67W)`%I;5lGK6($e4NTHF7P+Y
zKa`KL@-Jdo>QWGiCrhNDdg+HJYAFs{8(WojEK;&5kV&X-6S}UmQeHc95^@T7ak|T@
z9un9TwKdTz4R*^n7;v?_A%W^RxUfRK4#aS6n>Xdg$2E&QiLufDGo|b5J<_h*@nGuE
z4mMK&%;$zb@WtS=y7&Pkz#HHW?fI;wyn5)CV9<%WCG6XK<&33WW@Tud%(}__xE9uD
zy3`9Orq{uhPVsfT=GD!Lw0`UqqM*YH-8pS~9VXjJ{e|5-{e_E(BLUDfaNo_BM%u%k
z0+e`l5Ofm+4AQHD5(R;)q@a}he;|O|>A-Xg1uors9s2VP^!(S5Zb}cK_-@pj*@Zg^
zgShy1@s)jcX;#**UlRGroq*x)_`)~UbxADL2s&QWa_E14#cV$kfVh*p+KK4#Y!mJN
z(tmU9d2^1<^;DYB(A5$_Xx&oz&{Q>S_#C*))Z*4-3fTbW0U9=zrcj@;&QzLfv&QK+
zIFB|;6QsD$vjh>eBn_Cb)*rNof~cf1nolBC0ycW+^y@a3^jS1&9Y?dXby!=RcRSs}
znmzX1YFPE)db~+>8?Cs}TCBpxrYtouhLHqu!}-Z|Bqwb=%;p&d2QY}kHZ_pH4?AM-
zu-+i_t)X`BK5DADFTK2!iV86;1;F{7ghU&MvSYkT8&O${3^O8xUr@V*{!%MmdY5m!
zpuRqF1aj+Gp;-vZSv1~y00O{MA!X>t!R0`lY8RsE&UY^kew#NM7@IDN#^Kf#Z<F8j
z*ut2Pc2xNAA2UC>IXP&Zu}OoDq+|O40zlJc{t$)z0kyJ2yeRx2sKWNvQVz9ddP;Mp
zUp!(EzPb1W7&0aRdLrxqD-R$>UREYMZ&7k#robncOZx97iKi9*uSsIo72o&CpSJp6
zVP3c6Dl#XwyziOjAsGiDng;=Y{hb23R3h_WJBz@ZG4?R+3ps;mE&RHd3m(gz^RwSR
zB-ZqBK|i)26wXgsi*xqbO&b|BBYg8F;E<r{6<j*R=$Ixphjn-|>g?O^LLmv9hp~E+
zXkwY6^xSE|?7c7Anh7Z|d}Sz#P`@cC>iB4%_P!sSY7Q-lR@%caB1#1-<`ApdT2^aD
z+vJ62?U=|(Ad<01@D=Vb>s0Dw%<qWPYN1u(_NI(S|GpN}BhHpTGU4aGy9|mjf_~r9
z`vg$ABftHpzVH|rBlhAX9`_5|v_8{p2LH~l_-6l3)5t8dnT+!Ir2s!Gb9QVtNc%ac
zeDw;y`tl238?M8t6<G*(C%%Pl?25`>p%OEdFG)Yu>*D989?Mwq@!LEyTe4>KLKIRi
zhQ5T(3Jwf12~xj{%BQ@{ALqW(?25Nfpbvge9qB^i$`oJDoLI4vQIPar_%+ppLx-Ee
zC*e&P{X(X)(?yE@(@CXF-P!grZ827^_>yph6A{xL<_qFdbh6g21}TyH=sFq?s(Z5W
z=Su@}(fe71|4d3p3|Wbd{c}9i=Zgim7bh^R#raN#)K{XfaE61#!PM2KH@ToT#aK8Z
zwKh-5N+QO|*jGwbNbTcMAXBlFd5)4~zTA=0MOK;hCALSbUb}i58qQk=FxAjI_21LF
z>hO8{@sJf=y>{HH+F97#0m<NTzoMWA(u=GIm5h`Vxtp%o(md8R64=_T2G!b2?{Y2O
zp4h~Fhqo{P@OZ!(P&mr^IIX%gR#ljci_^IHfY8Vsfji}`UgXx?tM$z^EctnppIME~
zJ16~ZAxd9tZ3yq-JUavs3hw5h{-bN$|KN{ua1TUr&_JyhJ>jcZ$1`IeB8+doC^J9@
z3F5&*MK=0M;>d~>MXk|_^$eT|8x!arzPyX{-GO6}<PMDU7d%NG0!!y$r9}pm_;<hK
zo$8dZT0@n4=dCD<kH;QG+SQUP?vZIP1^69;ermsIl~Ku`W>$HoSqGMV`3gzI(=FsF
zU3-tQq?Jn7866V~KdRlwG__v2q_>o+CgLg~sZskPqoQ(5MsrQ#O%1Pc#~%NVAPYgw
zo&ESbB)*(GO7oJnCg2X0;-DoPFa75g|Ni%ryN=`e&*$hW@DGrcvGmP|%3mTIYyDGF
zXw!(GUafoqsW+dY7|U|J6HGJkjaO$)JSOK$B!`Z)mcdw>AL^ppq7Qk%YHDunoB~xy
z1X6a`UpB~BP+0Jj&cb`2EJxRBe{c9|o#+bHL8V=dW)YyQxEd*Ze#KJptspqI*T0x9
z5SL(fAc$zr{8OH4PeON)_5+o!4?EAMu+F9&@H|6e2&8O~f221az9Z_jRn$|U++kEu
zPkyR*FLBGTyLy7W{z-G($K5{%*na-@y}V#R1JkOJ1P%BmtJg~*lQBTei~|I7`Riy`
z9h}(yPhoEz7gg7{eOo9Y!q6!)gmiZ*(jn3y4MUf7V*%0#L(Ndq4blzLFmyLc3?(g{
z?*=`u_w;)1=YBpP`A1Opp0)N`YyXbl@jWWU`j9T>FdNyJS%2ZiZ|ZJVcVnqu{v4h;
zG2RY&V}i>DGfxs<(1PWuw{f_;YKbjFB!E%-5dT<0xrq3(OiC3VD>m#^9FFIQm{ELe
zyjA&>vna@vk2YAO7iaqG2Q>P5sK8KM!ZgFX&+jTc7xbEJ`Sw~((k)e;4}RHOyn$t}
zwkNgVMsjNKJgw5!;qR=ht)R4Y@N!ZfL*o`xS#<otMxw;|`)M=?WBY&H?KdmnVN{kg
z?Se!ub5g2BxF1**`YnvTg}khQmBS}-a>=Joh6mvI8)qqL;&PRYVk&!8_f(<$D!NAQ
zbx8LGS+*nzo}f-a-)MbQ?r7{=a>8G8IHk2>h0+0wWe`5ckd>+~SS`)Vo8nWqxfZcl
zzXj7m76H{VBz?itT~~^-(wNAzp^!AsOnnPpceT?xey$f$>}zb6WYg-kV6AZ90i{<V
zq)WVwCqs}?P<)f65k`Hd-#I&!wKOU|OK4mq-~2_$ZiLh83J~=&%B^?QAOEWs^m_*X
zQS<DD8SiA#ES^_%Qo)a^QX*7LN@gurO3Oz)pRFj8PD_?<Kd{yM7W_44f4xJ4jh>K9
zdsWJMPSvz#8NO_Efohl@u8T)hL4W42wef^~*(S!41nsBN-sc!I1{yb6&9G%7G`*b6
zSdIdiydU{{_t@gJ)77rbsBU<utfAbFH~ScPV}R*Ek8*fNz`;yQ#g7@r?DAcObQv*B
z?T8vnF`eRKt6`BN7@I}1Xv&mX6%om+(r!V%cZ$Z4O@EOK_=|7VaNcz1-n%<${#VQU
zhv(u%|A@eEK`Dbqy-V+@RmLkk?`xMlM0>$ashvt<LRHU6dV*f>M^~oMn?NiUk<lgB
z!@H1;uDCWz-TR41lHLxrqdb7k#h;FZ;8SDjjA`8KIKJUeBE3~%N_gun6`_G*q2xVS
zDf>%J!ErR6N>!F!s{OZj(_c--Of!}Lnl>b3S?uVGQ^35KV0WNUa5sHnE>882)8bl0
zkY;&&y`21efs_XW!rEgFljfdJXI*}o0>~=xe1g_b%1U}a=Jm)5FT2Bfl~N4t$YNf)
zWL?T{5zzI_B{NC)0GdZ7Em^)uykd(ae&78T#l1T0uNZ1CbK_$JVpfnnLZzA*g_HJa
zai*18W}gKJVPQ&}Y$aE5$_5B<&5WJoIQz#KO7MwVz+-&A*&KG)99z<L$rA8pvP@}O
zHv@_0q+yR#T(Jag+r7_6WP-!N%n)K0az#x81mjC`!t;qszx9~R8R$*n{j&iM2z2<y
z!|mI(tp)Gq?x=~xegBfM(C&i_&mmlJGRGwO91vy#%1CjQ&Tz5nV1%`Qr$d+gI9V`;
zNM!|<v7Cp72~fy6^ks~fzxoMZf}1|b-x`h%_0dqigXoKjnnk>rDwJJJcTei(T`13!
zOV1y1Yh=rnw6T9I(XqTTHGeTPB>k+kO$0{?Ur|}1u!fpS=R%x0f0L4F%qds;uHn#*
zr8=6A^H-}^8&-MKvCKIYm5j-pdvT;?y%kmU$L}h8@X@;5-yd$aX=I}&#de`-IYbxK
z7$EXAXNZKgC%q@-$mb=A#qN+a`(xe+p*OesZ;2>QI^@YSrN5Tc>tzW2uHl<-*@h2J
zBC0{s&afUeIes-6I>u-**692;6b&0&Ozokm!u0iWjygj%HSH4@7zrZ0%k0$y4GNgX
zi9iL`+cv(>2PC91Ac3yB_5Ez6)IFLQrCL%kFY~BQ65LO+DLKonIS*RhZXpF6P>M@+
zdULBGm@KiBzL^yhTFauu-7=IMh_88@nLiGKW;JRPj4{;GO{oxpR<0(e_IeoOdKDGe
zS$qAPOx@1XL8hZtuhui#C{6CZFN|&9CDXKpYJ~jW5rHi|=iCnHz_|70!%b_*zqgP}
zuvijoOvsBPE1@nK1k~fx--#^`sVa<HhbykA^XrHVCuuBkZi*=wPuI<blq$^n#&M3*
z-5I&yHf@c*gI?@gJtkxEv8T9)TNd8a-jtOo(Xy95MGG3|LfWvz*pG%i)#$_!eX7X3
z;65~}$p55Jlk$;ucmADH)#&$JccK_VLNZW0oP2ysa5<ubCQ&~lgDWIFrm^<`4Rj~N
z3r$JpVf-lMh+9`A6;-8UDbUs0#WXNrN<PUFEdZ4~Pr*1bJJ)!RpnoQ>nm}jNM#<4Q
zMEq_i5979j7ut;?lXL&KWef)!bm;ci7+-HBfBvE-;8j{DM^MMZ5;A&+VaRP0NgX((
zK)F1FOP=Hq!aT3hDlQ{NIQ~*69wF`>L*=5ro<k&w#SCDP=HueIQ^n8gj@dsMqiaqQ
z`-;buQ?owGVWj>duM_*L%7u5^p<1`LCZcX)ysn1T7WH}lw=p{A=<qO2N~%Xh-F%yq
z9KTAl$CXr?(d$#6*7v%--C-|IPm-OKLC&E(Z6yGABB$3e4dil>1@Fcg9?{p%2b_h+
zBI{KTA^ueH5gK+*TGc3&T+E`IHhbz%oHiV|=CitX<z1;G*5HYR6xCl^-bn%H_|FDU
zVge~{y2JlD=l*L2zA26yV1wEf+ZBhJ`J4oY+6R<EU&y%mSPJ-Np%+>=h>bxg;wr`a
zG;c%sOd)z|+V{qupB3V@qRSHQtnpaxonqMD&n|Aln;<rM%lSBVNG2tRjW87HhWZd)
zQqCh3k@r#CLzYvy8ua4r0DmuoRL>Bqh=OI0dE_d?fo1DF{7$AvC?>9V$rMhYJ8WH3
znk?gCd|s0YXGy&~jU{sh^ZwFa-;eCdC$PCOFS`JW?&VE9h&9E!dWEYGheL;b3Wkl)
z?-Q;}04h~+^GmkBj`aV!ReewjmUGB+{j}~KdQ8u#E=#$-mfFmaDv~sgN6>!Fh4Gl4
zjIJ2B!U6gKa9CPRN!N+(n1krDnY}>|5t+n&Rr(79xpc!gC3NErsB-&4w=)yl`|xmi
zdNP^%!l|_M*)Nhm4fks~T*80&Mojs!d*i*4h@Z*Ss-h&JRDB5?HA_pC9hx8Igj@lO
zu&GI*b&U6{;)2mKB9p(EghC-h+XKuOnlAMZ#_rnxhj!m0?!WdRoaO&tWlRR8>{6Cf
z66UdHBz#T6VMNU#8m_Kx9-uRm7K#Tw_~z)Y@@u`{udc&czp$-xp(b}Y5<6WhW=K`)
zw5!c90RN6wusm8`ZiTgdj8162+^jSn^oba)r3g^vFL+ng(Dz~eRdz(Fe-6xh8Arrj
zK2%`IyeD6E)0OMeV6fJ@OEA);?7mZONPO?>>ELnj_T#XEq*xbNB|iw1VhkG!xB8(Q
zRxe_Jp_Q||{$nle!pZ;JIQL&qW+bp1S^xE9J^_bNTu;ec$_iYd6#2%kC1nSc>Fno`
zleQVr*;X92(A0*6rX|jJq#RRa<}WE&x5ieYmB3emSZG%orS(Ht>tNIqUL3LGV~dAG
zegh*&SvF{XnHZ6)zVRCUPROLUG5d3T=3#0I%tCpd^)h!x2q&bGdueZ!oFcr)sFh=V
zB4adnY9xd|u+o?wuBfP!KI9CWwlmG0MDGef6$air2B)?5DO_-e)6HTl0co1oEb<6I
zN`_vs0vA1?`$tX1()+tD<oBN1>F8&nzTctCJKGz(<IL6dS^;+(E@M*7x*k~<w@FwI
z;XvTX_1vm`d?h@e11*j*_vd>;YY~DKG8vxn>=`;Pk&hFZq#b89tH>b>j#Z&SE7j{=
zLr&9ui(e6sVHPY-iB0d=EQXtq7VSC>KCf-17d9EYzRKqDzGLpvEXZ`}q^?<aE?_@G
zXPWseX|mB;UMt1~MP*8C$yf_xew0(y3R%{(@a`CridUdOX}5YF2LT#Fq_N$_eT#on
z2mWc1V+Cykr-;AC?RwYb@VRG^K_y()Q}aBn9v9H-u_kf82RNZ|P+(WHwns(#&yKI+
zXXqxNNtGoqqH&i?*XK2nD&ipg3m%Heu9?sz&P@os*Zm3M<)H{Q=U|ZfoTtt;*MS+U
z%c?|uW+K%SZk5P)RwrLR+8R?<T`%~yXNuV?esh7rG*_v*bOCIWC4x9g?KS}zDWjQv
z^q(A!41`LmJ)pk6nulIMUpp&BqUpp4W%H^u|L+%$>$!GQbp5c~3N6xgZAs{pdkJ8A
z03ylj2rwX^VO{L{p<u+0jdGWjm0^;M*safbCY-N*Je;=s;Bw*olQ+?0z5I_6hm*G(
znWt`d{Il*YKr#7m1x_K}dA}iS*d#sR8u$<?*S|yJjU06akU=TjRy;0DTBW9oaPA_J
zlaV~Y(D21h$4eG~K;(A{Zs()F?)G-PwC_k%Ty~%kwJ9vJ%P+F?0!U~4SR$?$<trNv
z({F5^|Gp3V4feCgjw5q^SKm*A8+*K$GQf<Y7d;DBKpFd2o$w*iZkuBmylQ;)cDc8D
zzGnGOM&;%4Th?=%IZ;AZpQEi>)@?PF(drT4*V3k@h0UzA|7_gZ9V%?Y1;nk64Si8b
z@!=!Vx2G1L0M1rsW~L=jN}cm^M0z_WX#vf|ZLvL<zsV$;F>TjuDm2;%N8cC|EkTv`
z*AfRz0Mf1&X%_C5bhHM2RCg|z+->UmP~fb8!m&Lhu+((ZwJqA!OSRJHaHG*@Wf}n;
z6%*$(Jg2L5w4Gwv*TTfq2Iyoe;!eM{tK%>vXJ&XZyLWShl>Eh(nydFt(^T@Dz|l&j
z&XZs>r#(*kFb>({s*%7haT`${|A%XL80JZMC{A=o!AZJp4dZcK?VrmdtT4Fg{g7Iy
z8`Wk2Vr@_w;$H7wq>4;uMPd3*NTD0Hov8WV#DOK4OyHp*iK+TGj`J=p1!37?>~fm+
zk^IOX9tQpC%Li%NeV($fXLHX@i~Zl+?%h|mw4a_p=g=s~a%mRY)oIXjKb)?hFNffs
zp4JIrm~QfdK(joaa{w*DSQ4xLTrdm39|>0ecnK@}k87eOoQZEsW%#MWT-xGv^D{o%
z^X$HQU6q^_(BQv?Gk*07!{20;LwEgZ=fTv<80ND#L+R|+e(7^ez?y^|@l*Yhl?i|!
znqBQufKL&z;U;MY53U_hxGL=)Nk=2YMb1os+?JQ8tth_O5xS!?2=FZfR(%&UUCWzW
z>s@Be*0;p>XMWjr{)USL_yM(PfWH}NzR)@-p$^D&OrZLU!;ba1qq#g+-68<3sOv%u
z$<O$YN2oa)oQHp>=|7m1XAZkK{8FpX-uOyTgo##~q$M>2c?daRq~fu;Jf^pwuU@sS
z-7GPfk8C_QnXla*<>j&_X8Y2=B$FoUy>JQO8>$_5ZF&VAtVhQf{O^ZcUU=dvIhN8=
z65iB(iU%s~SiwNYe=j`rb+zgH(SuNOMncWqJ_hjXlBJK`MOA6WhA&!{3H4^q0fUgw
z`osmx*%&?f&y{Icd9uUJmhVlg@@i`S0ekMf(76y=kP%S_lLe)z=5x;JqSu%fkL3l8
zCYB#d*GVT;5zwyWJeGC`+V*N5#|#aJ?{svqbLC3NpMpX?WOG&Jr|}$ElM=aoOIpHt
zlR(C=P3cuRCv9cKAfg0jJgr5}jx8b8mNcea%BY}(bSE_B9p>X2&+M|Qi^)hAjd}?L
zCMq&G550pcDDjX?+dzYnw^*lvP@B?jR}jZl5^q{w%-<tehd%90(`)>If7W^Ahcyqh
zyS%adJPmwzekg+iXAl^{&DC}Q?G^au{8(uv!FyzX4c9U^4_E*WhUDZPyRB9O01q3$
z69f2^1g~|UnXuaTCeso+7eU$DH*k(81OO}S5x*M_=;CrKYijy{vQ_R%=Wwd=J7p@+
zMlfCcHN_AEl<2kB)Oa;p87^#k3ZNX%_H$r7HZuU}Y}d81-f7^A51@QCp7a_kmE&H!
zcc=-0)#kh?>QMhQ6zVyuT7NVLPrg{_cVO~bnH}Z5It~}-0ysn;a!bE`#PYg|Z9Luv
zC}UL6`G{5Emg+aAvv3BldJ`MZH*1uq#%|w?ygj>7>lchhmpdTg^Uh}0w+Cj5qNP=Z
zg@)4=F;{h$mz$05`*lU<))%L}u#jH`a*As@4DrsHipc|`Ej@t!P5_|VjUOa=c-T{i
z`f37I3>^78%cycoA;V^mhz3@!W(8c^1oMg-4)v;=tMwDgJ03U85pEdlrL)V$`cxVD
zEl927CziT8bHMK0bb_^ZXNApfH`KD8ZP0%TA!Db5+Mga4@b7#J1Sn2asc4H*K5N0H
z0%JYMDS$(&Q|n?pPD%xyavm`NPt{e!0t6n`PEQ4$MA+C&y%fJVwMW6l2a9FOlxC>J
ziZUh|N%)E=K$j!BGSbs~=Y1sPg<_7XTwFXGVl)=$a|`n86AL~U1Em?`V*kK2N|eGu
zYJKJ)r%Dd>+(E}6=a84CB-NQR!{$5-L1NNcd)v!w6_AEk@O3ItHos%P_1vf98XnUQ
zKU$gwLxfn}8=hsf&o#$zt&AL%Aa4&<@sqOB>9x|)o4vFXUxJL#D09P6%gmTHpH2fP
zM-83B;`mjlA~5w*D@(Li;CcP)aj0dTvsL!pIa#yM#NQ@)9_-BDt<BvB>?$hrZO^;6
zMr$>S;JKU3Hl!r+{+Ohlc20uZ7TN#>6>vB`=&ZPD^1KH<Vz?sY1~7Y<Ys`*;t9gK#
z<-95)v5`b1-v!_xigUf49|CJ@mMpzkhiGzIyD@|60gsPF5Yt;vd=MZ3=oe7lY?X)}
z1zypSkuq<@Qt?WHbNcyVm16Ic)U&O(6*+;T#f&@ub|1MdE&vV1ID<3Qzv@}$UISaO
zmz6s?Xj9Z!@r3z$-bu40{Zv0^of7sqj_?cC)6>&UtY2O)wbtgm@4Yr-?2nnJTkEoT
zz$@~#-mhP+z8Zq;_qjv`B|08PkmJMymZfjM^}fd4+x#kkz0;*d0m~za*Ctu`a7JZO
zD(L#q@C=rnXLUSk^Ogo6DZ32;p2qT@fX41P%WZa)n{%x=P3j+aeW!Sf1U^x_>9G>G
z-P*>QO*=s9iv>1bQeIo2ljb}p44fwU=yEwD3wsb(u>m0RlmfQO3X9>28(A;&|B&^{
zxEF4mdTg_kPVw_KTbR7UU+Xh$0Mur(&y=CW*o^B`)%TgpP)2~!1xVVMqF(R3JrP|G
z^!GxcT6$T4!6queHeT3ntt6bKcJC-(+QtU(_6Rtx&(%U7y}e7>U7Hu75vW2Fa(0h4
zBjXK0w5hB7@>A~A>FMfc*$9jE^Wv$wcJ<Dw-a11j<E$C(>ekgl3;8#>GO1QW=7Ia2
z%Q_7tQYyoN&|U)t?h0rpU3wI%g$XqlXVhKrXuJSQ`8<1sy}p=*cyE7Zm5ep2eI_g6
ztHmzlWySk=rN@x|emS)4lCY=NV$AU?>|cc>ep#S_axy(3Bfb7?%glF^7`aEuc_Bpu
zj7)=mt(Ys950X3=L$N%L3NM?EuJVG<T06?+<Jk7Xv3!nl%m_p;j~OX^%6tIfyu94|
z@Uqo5%WK)dIca+lGtp(;5Ks~KCKj)N!CC|4!AfhJt?{BGfD4TU7@FvxQmA%{q_n-}
zyIKK0a%h0g93zqjLWYVoG`CU`LA)QBuWf=)MJ>Lsuz#`vowv(#T73Ts$LI+c@HH}H
z2<5|;J+FV2GLU$`nMHM30!;ur=E1Lw!HF8}mGF-ojK?IsLT2^jc5x|VV+CGH(R=sD
zU1C>;pxYX%)9aEBUT+e4t}+&S>Fx%H^UahV2UFxf6^wEFq&WAcr|%ffTjRw&_!ZQ`
z^LsxS{nO7de!)Bz`NwNOYaGFdfBU|?iio&~X;z4q3+Jd&e2KbAse>e&@h{g`rzYbJ
z&dbP<FEYnzuuHB!R0Nvn0nsT8#MK9CXYbuIYYxxqL7pwNs50$farATI?Q(9f!ZInu
zRuA%jKp_rugC$WkH94~U%r-sKOpH8z4Xp+vrd)SIOmmg-zE1dNyJKwBl~wDcy;7su
z7*PFK24_kZk0R~zM0oexx55<sEme61w|3O-ESin0c15y0=V&qCq0eIYH%j8(bxHo;
zQs>fwbK*+^ag^V$t+X%19;HL4VboumBzT9iz9Hxwo>*jOHmTJ;oSSWx(0PER*B)#=
zm+qCnQ0>Kyt{6rkoKyp%M>oOIO4ALd;9|ktkVm<ir3&*GVl9OK)XaSBED=%HJvOhv
z8ziO+6<5e&;T$o-i#UCrD+%k5q5V}lz+)CL8N9>z66zZJvn->1itg4+Sq}Z@)GHDP
z!n<k1eT+xAiZe){d#-|7E=VPMw4I#HokTCSE~|5qT$@CL#vp8<1nC{FJrFn@Onc@*
z#F>VDZwt`=fKHtB-!PsJGVPxK;WquDJMEA#|I-?&Aa33RoO0sx2F#H<EaMOdLG6H_
zTrCyw=A9p)?O<^I@dxIg(czB>?Uf`wEZ}>a#HDCc5$8YHmUf_lTSEQVyYZO($Q*(o
zCXG#r!fr+z*J>N<q!PeLgsL!F&v_|(xLCf%LE1v+<8Ef{<5g1eI#?2`htY-1(8$79
zu;G3mI&l!TX?_!OU|BujyizQRWse)E@RB9FAPJ&!rurJ}9Q`c0@(!0awI|SFxdavI
zqnqO=X_CyzpZUdhOWv6fZ%Km;b12+6dkzputgU%}-8*0}`AeK|u%8DkYAN@{U@&#W
zL+g*<#68T56(A=|JmqLIerY7pHocg}j62o|;@%Ikp`$(t*+9Pvw&0QiJc`Zy@h3W|
z9{lK<X4Mb{Do-&5D#Jo)9?nc~iG-|XhjKLeBhlqiqtoOZH%NDeB55+tQ88=A;{CS}
zqu?&DY4xy_7doiWVps}^R#HuvWD+gIvJs3goxKEqkWt^sNVs<{H`$GINz#oqnorGt
zTi70+FJdk8vbQ$AysC`^c`RuyMc@1o0~)#uD`1axyJwqd>YRmj{gw`N<$3}fseh}#
zEP7&dKzsMUweB0MO{W_~Tjv3hUrmVn7%KB;X<-JZbe3^OL{t{PnZZi<#YVZc-}3pB
z246{+%T+$GTrTzj`&!P5B(|iZa8?g-p8YFMy8RIK7s`4xoMs%b?2#${q0=z5`KdN^
zcghJXv!@!X4IwUO8AZ=hhI~m9dqO0ZEF2(nrp|$QTmlPE^L22rMG3T;+xs=e&CMlZ
zac763dZU}u@%koarseY~A35l4W^9UW#n1B=yC_F(YQc`Qvn4sTOajYDH&~9@MHhL=
z+)a&}q>kubFaj?>zIQ=}|JC)Yn)VNgC@mCKLG&3!j5}0`SX&CBgA2z9#|JfjEE!X;
zpq9EALGe;9s~qkO&VDS-#Gd35n0BhGMWC^J{OyaEeOusX7jw!owhBv?r?Z1jd&IOc
zAVDjh3Eafz1ctKNb=eZ8RUy>c23>B2h92J|5rkvKoM4npE(T+XCH$uu?6eos0Z#TD
zEhebW@=R}{p><TmA-A{%9=S_vHR8`|dMs8K4&n4K-y!QJAbF-yjr)4x5*orUmN-Z4
zJI16V5kUnHx~}j8c_hCbc7%?9i#PzW1AwvpY3L7S0dtX%OqSqX^)`!ZHMc2bQA39K
z=oc&(X=Sv`f?wwmjr)<Y%LPd?GI~XaR7+kgz2A4k(X9q4UeJxkJLDli!{*`{bgJB+
zN+k-7d)*DqzV{a?B~@v@4nX_GpcicJPm#>*uT^G>mkwhr7dsa+6HunN=Q_=h88ydC
zeMKc8$fe?;jW1fj(Vc>H=XAaA(;DZT+H<}UKs{#^zwFJPbrlUaRC~lMu_nw2=E@A`
zF+vQHq5rM}V*a*@xSj0rsbt-B$p6#9z#?oF#+LGD3YX<7g|-)Sx<^osNtGyY=1b2l
z+Bl|@6&GmPe3~E+op~t%i71DFoCBkx5mD8JQ*JQVSPcfXG%+%hJO_@%d#ah0CZ>VP
z_{44D3YqIrGfLd^qZlOuI_<|s`eGwEcYM6kOS4xWvlD%?oWciF6}qR%v-DLy*?uf(
zO?mqO`UuvtVZ*$3Y$-Ov(0`|vfjiea2MVcw!LWn-gDI{1yDe=ioq<bD*n>Yeb@R58
zbN?FHFU^A89red@s?ZJ|?}*}yr-^CF0z5c9wsJClxf^emysDg15rBfG5}N>z2_l_)
z*s{$^9~$AJ@Ep1->&n%!tf$~r@;Zqd#>wM5@qV0P<uIe<<0S3wBCgn^;hJ^%h+<}r
zr{kUZS47SvlFT7mBri5R0;Nb^EPQU?U8v~kwBfS{Ts<f6qcOf$DS%U54n80bImWDt
zA5qzoml*2sWLHz6wS~%5EYebgqw2XnJTk87S^O}{*vk*>Bk#E0|5i+8+`Lme{&K_J
z*lT}J)Gl*X0n?|HYY$8Z7-dbOM)U;a-;B;Nyk;~2CJQ6?f)suijpTAjl~7<|=Sdf?
zn=EE}Pkl3<IVIO;pM;zq9I0wwt$`Dz3wr5b5lmCTvLTuh%CK-OEeEmlA!^W)082Hx
zQt-=Jl8I=AyM%A{UPD-&Lsnj^r`n1S+tP2UYee$4xAuTel>{|XiI)p)8w&ru@BcQB
z{l3tf?Y|2JSUCQGfmXp{DJUGdmqzRX&^-p33Rw%^flRpLsI0GACVO;tAE9bNEDZ`x
zs*7_Vg>esduJo4Y+KYwGpg6A7r5F3=cz$pjwu^74HUTpQa2t3<q~_wQzztE;QT>3A
znhqY2K?Z&G)OOQ2nx^;t!C2*`*{V9@JufDp?QP1>=4?K9WbJoz#2gd-QKJ8R(p@5h
zX@8wlB8kjkN%H=k*0+(}w}TB!6iSfk^p)7SDy?87y-G(}?PwkT5N01v4St2f_|D?9
z(+sWFHVz$fC}DI-VzdzqyWu%WEuVAX<VAOa3GY1tlLswQ4}xD{;7Tnl(2<QaA7{XL
zE%~B-rih=nG#@+o?F<0_Sos~)F>eCLc%0YO+Pw!*rZ#=|4kPa|IdBICFRo?`Vjpka
z7=a^iaBu(CWp224|E?fcU!$q~-Vb~!-c32>{GvjJmI!&-+sY{1&N1T^&?T;$@+<Oo
z(F*+(n^r4b7~*qyNYnGuW%TFyFl>55?`%n7sQSy(O+OI+gM3wOJ9|hT*KFLT&kj?G
zPk<yBX&hf`9_4Ew9qJ>BF4rS3ceSa_y?B|V<47jC{elP=In5UFtZ0pz8m;L^^G{<R
zHoG0upj<zxpLNdTSU%#c@lf$xm(m{G6pn8$_0K8d_YYlDv>ry7L_uL~#>$E&W%*GO
zaiUo*1y_5jEirDnblnk2$sb&l{W6ENRI@QTbA@x5hkX%{M#&39B3QPEG?GAG#t9iX
zCc_?zg?3zcGT`XX#)KI`qsEWXknW%18ET1|^n~|b)9@9EqRQI3{#)OH>|lS`y#!{i
z0Op)xcvOG$<#@Du`#N){LnUERRA&NYqGQXIbd>I=@oY8{=Ra5Zf2Dx|+E^SOzNnIX
zm=W9>%Avtb)!oLi`MAHfdxV`hK0X;KY#YB+?cZhDu@FSsq0D3DE*433)Mj4X-X@-T
zui7UlPN!T<#+c!wWJEenyGx!B!K;#(FFu}lP1RxdC~VCr_o(8j<tQJ;_HG+<m-!Vz
z)wUl`SC(ui&YjovRR;+a1^H@9rbYe=D*7>bUSSGzas=cS?x%jP{z1gK(MjpGXKqcv
zQgh4xk2@Rqt|#ALV-WcnXd~6C^8K^^bREllgdO4OLYb*~V%oWbGKBE=7;?%~FTMe1
z<-_`)_U>x!>P|Wi`stQY5#`l5Ojf+VqNk=uT#jYFTjHNdH$PEG197MK98ldpsQXc^
zS>3?9b58;_i{&kvf!w7bllP??N|Q>nWGX21&X{U7YXo0*bfE&KajVJRqkSN%Xd1!#
zE4RT*CNFR90~fz@#v^|5jdTJ~C4#yKWQpafSfcsj50d=`KqzNK)tq$ik2rSIs}M^q
z?koKGdgK5tto?wA!hwTF4^DO%P&M_6ssWd@i=oelKRjzb`VtyeL%nin#3(&#-mXmj
zMJuKd3dE-z<ERk4atza{{;(bvNBBWg5%SQKgqgK!I(_8XYq6j;#cw&-e)1z71R*EZ
z)qNFYwh4wiR7_l+6z~~uZk&d1A0!t+7||Q!)St(!BUz2c%l99QeLGc5(qC48+1W;(
zNrK<suLCtK!3vq`hKT!4l^Ss+MVlov(`!LUL0whcz;)lkzw?K@cHMRI=V`xT+oZ!E
z1`^w?eQ8guk(W`yFc}FK34%oRz-$G_!yyF(6~4W&N>8D+jFEAOj6&xm*tC-yw@wln
zd@P)D%I{7vzQI<@N55|0ref7kE&th9)-I1J!sr2oC7dpb^*JZ$nYkn?`DbDUN#rUc
zJ4NA}xFrdkG=X+$>PQ;nj<Ih^Yy#(cO^JAc)>4Dboxvj!y=<9uyu_LUsZumcgXT=J
ziaPgVmi`<pexnZ~KmRxF_Fo$Wr1O&m0j@{ay=pi$dDAddHlCfz#@4R<WrLrk87}K^
zey-#%u_GGicT5>slH3drhg4zabJ3}<xVvrNgl5z9!4+n9y3{w}Omg{OKz{IjH%jF}
zxW;F+moLu6Rd{hsF-(P2B;g!6mfR8_ep(B+fS_k!8l=gy;is^lDV=+>3lELuEE9SW
zE9-NR=Hl0aZ})|E&*c$q7oCfkJHt!rw8M@LsQFk}xBtwq--B}PcDun^p|%5+Adgv0
zM*&v;li>&6+X&7eJPTV}@6~WtCe5m{!on1Q;||nsud#1SiWFSljk~(|TIC)s`d1a^
zgQ-ZXF<Wa}TXMh)1f)KMiC9kMryV(yT`cxsOWbgps9{MUP{ZE3An)w?0GyjtFeYEC
z)E+3#D~cRUWhn~mL<WlvSF-lkx_(bE+diJft)A(?{RU93fj_K$`W!1wD}{}R3A3)G
zdL9vX{=ktYj1L8YT#aj~t5gce%=yxZ0BXI*@Sj^pLU!T8E+-58Qi_1f=5ML%(q=BT
zE%<xw%GUON?#aZ_77(S>*KncqKU%sFXUjsRMs2yltgwseX;xxx%Qu7)kEXRCY7t;^
zh!{i-IhK}=tIV+|5=ukG+WZ;}wLz$s^;{Go2-;J6<BubGM!$~Cd%SdLZTRX;ma<b;
zZAS?WtP!)MGf91zMmIvBEI^NruNSbOBL%+A{K-B$T&E-ToqIe(#DoDN)EA*|nNJ%8
z-uQevuyvn1A%u~b!^%D80WNo0+gB8Od@FTIB<&bW#_U2(MgD3_WvjTa>{T&SiHi$X
zH;YSw%~aiHOtSET``q;>ytkbI@7>}Hxfa{5h&{;xw0L(>-7kOxUTW5V)>o;>>@^BR
zksP@SONg%|diDUmtMA1*Kn6fhoX9*-{Pg+b5mU5FJo}~1GJwxts1gCpg0+V?t>Oy{
z6_dYsY%H(o^(#tWKXyUebq+WCL4!c7L0vV(<i_kZIyA&%vKQC);`M{yX0XygVD?<=
zRcuZXeK!FyOA9s8R~QPOo|ltv&p!n;>>-VjfVJ%U0*nxv{lAhtPRpAkQ7~d~2GKgU
zzmJ+;bH+qeT%V?{B)z5j^S|7}#sKi;KtL9teFUZj=L5e~6YOyY(Ah_(;M%pexS-AI
zm29vCt-^o2P&d5zE*f@6U&DzycT$j647X*vWa?1UL~%=i`7l6;FSD6`L@ad;rVHBN
z{vIEIo@N~Y4hcz~w9{5IG;ifl-uRX|i5w|=^VEnr!V-jrJEB@mdP1TQFHWp>0#1x+
zZ51@ZW0u!TzZ&Jw&Ixo^@Uh?+%pPf;h~aQ9l0jdW!cYN)%)Ti6GT2NMMmcQa+ex*a
zC5?LUDcm0xrYOHM$P^NJ-<K9Gvg@Nl?9{lMw29f9(IRi6_;L=K#0gjJnKU6<ta-EN
zTXF`m(wM>sr2@O}dg4p&bHMXf?$CQD?<c8ip*8ZCURH@NLw9a2hj>(fE%_Brgx7;K
z&cxt9-21gL(0pOqeSjYY*jx&b6!^rbu`Cy#18BF(tycWh2laKQSQR8{&IxX62}UWI
znd<=62{gF9?UP%tOHtLh-){nBvXO(~fZlClqx1B7fqCYTQw1q&{k%VPO?t{)uRj_)
z-ynP&V>~aoUD$Ba@s>Ijm}q#aiTJl~9Ad3)0icg8=Tm5+XKl$8K9G4*JFlHKRx)8A
zCG5eYjkCVm0}TDwhu=Q-mshR;X;<2@Ny<%<Mo+FG5ID`^bQVCwRSyupciyPIQs`!O
zFgiZ>RD<s*xb$$s_@1_=SL1BmvZqP}i}7?wVSa)V1PL4;wU*^`NP6FF(%_EEWMs5E
zhtNOu+v@f<=4UPWu8MS2(611S9}j1?=+|JJ-j8@Tv5c;H`Rv`AZbou~PIJGiysVgQ
zt;rq|ym0XxI5y;fC1N>)I5Q5FnF5zCDFsqq%dLTjSS-0|iNh!zi;@Ldw55iLHTzc>
zJ4YHQar!v~CEcZYD>s{CMwVl<<FV(07Q&XYD81fmZ86#z%^H1SERRSQaA^ecFMPHy
z`dNSkjhcgaE6Wm<%n$%Kcpb&_kCeo)KJD6ZQBlAxwd71g`28P{U1DphO~H(5NgkMi
zV+F{Ude{23BY1@|*-x$%%X3;hq#Qss?gVv<jPLGtW$D$r3?^8QRRa<R2Q1t*7XaA-
z_`+%JDIP9cVjk;f8rst(z(aybF7QM;VmS=_Fu(-Z?4zO&e)3-J$9(#aEVD6f*kX0f
zsuQ6r@%x8W_kdnmO8mvA8%qBxi|f!N1%>G>`Ny7pT2ctRa3LcGP;a8(_n!;)-hiH<
z-TgDb99XdalNN&L0EBU!{k^^Q^$l)~WD|^FcJOsvBw5F0cH#UfDTTS!;;;`hvkmXe
z{+AW^;ls(a79B3}-|Ne*SG4QvBtFj5-vd^E5+?DP?!Vd;_%A)A@%8^2W8kC&lma_b
z9s6rdb{AYrCwn9ald=m2V>SKP;5s>)oWu{6^#a@>k~$SKl$n-<w8_N58CUpSKH<yN
zIq<1ZPM2}r_9zinIM|cmE1UKOmcoiOE~Xb=C>`qJDKSsEQYp)ve1@iDfG+0TwTDgC
zVqLMDW@NvvmhYO6c&*oQ;ioF0kreS^Qbw|o_J1fQ=J4h!8Y#YmVIMl1R$<Al-}>-<
z>8KY9G5jlU*9G;giIhB54UcUqlZL(D8{H$oMm94yQ~_8TUy5#i1zRNn-Xw9S=?!;4
zy>y$zZ#4e?+aSf6wN>vqF0nO&e<H*<bo*wBM>Jhv2_3bQQtWT(UVPk6)|w%V3IIYD
z27r(SpN(CO6;{m>m)>?}?fA2UpTd?SKL9GH10V$9E6d!YclcUy?SDF{?DX5<JPW1O
zPj}RWNQyI0M}>31p5bG)X)+hEylqiz(CP#?1G?on_y;J3R8Bn3`E?Y&n7A*cURo#>
zc>mxrrS@%*A^SPdlGOR##I56Hq0o4Hz^f#yOSf;w==8-ck7dNOQ!->uh=jmB(`_82
zcyFZZaS<;VwtSO-+_q9HrU%j=^pe^1Slc~n<yi&~1bhx@Ruf;*ssgP}w}$ThF3Zrq
zfS_O|m=I_w&>@m;Riy?11qsu^yiMAQ4_=z^@+jx^3hxgEI|!-xiAb~;(Rl42Jso>r
zM!Pk@%cG-`Hj1BuOqlh2MHypii#QP~Y@+WUUOwT<>?ojZ<ob1=OR+}wZ5(csV;^?s
z(`3V>MSC%!{jepS2cjbF9R(ygi5WhTiYg~9&v?>`>+53*1{g~NnY%pVgH>hIyU(&j
zh-1vgj)`<!rMuJo*eBWHZR%Zv8?C!K8bq^guK<VktpS@GX77J8ivJ3hf`>>|u#eN>
zO0CVI#%zbeaa3i8xw+XhqgPl{#wX4TehJYRRc*oD{R+P3?GNWD10jzexaiH03N~0Q
zccK>9GjlO1Z%2c9W!6~5&*+sOD;R&1y`U45dwU`buD7~(2Ci6rLD%_Rm1mWo+kCDG
z%XYeb<{o#hk{-1j|A8?T>rivXtPpOIbyoX*<=wFXlch&q-Y0y~(Fk%)5X>BmLxXd3
zMy0>W3jFWTWytx7Xz>PaU4Sv(M`@E!32;-1bYd^k<XdL^WOeI4)+oJm)t2>Qk;X}z
zytGSH>@trfov^{43G^zytc_g84o%XiLYx#*Q=c@;*bF!FA>{UCE@=;CgPw=Pa~)_a
zWMLLg4ia&B_~Vl$)ke|lbCq|JhQT>U9Z%51n0smOPGjzgnD*T!PN*te*n8y>hT(`m
zdwT2otu*7qjY9ih;n06RcodrG)S5whB;IV;ipj*dJNp-birl4n8mHVrm(l0Uj86K*
z#gH@gjOYS@Y@=4+hBIo^8^a8ZE76g)AcGcH(>~3WPB*G}bwNz?g))DZi%3noE@p`4
zOXMq@SN>QhTBzd!li0sVG7djUlPyy(f9$E%33$Qq+ICDXIFC=fgCJIMPDM2>=8Xr2
zJ-m7K^XOxmerr5fvI%D-G_I2D&s)x4lZ50(BL62snl^2iiI|C4mr{98NaV}1T4J_w
ze2=uuawF2hjUI}W^T=6FEl}|CTW0pBAx`0i#(XrzY9|`%v84WD*}}ES6)2WA7(gPE
z4+JMDWSiE40>r$ry<NWVVbgy4%1>BUnDi}s$W`Uko*Y=yy76)B;WeDaOMCxY`myMJ
zV;$Egeyjqaw@XnLI1}JG7TWf&920nej(rp3E*?*;B}P?@HU*%5^fL&bE3W5LI-EAU
z5;jQQ+t0(ug{AL7pp~}gm&zf%NHbz{D%(%o@w_mEtG(Zl_3kc&GVET4CtnOeB>!OG
zZ|NtYG-5?f$&iHLqAJz}O76Glekb?-&q3QzO7sM)k+|yEfRGpYQ3go0<O-fjELI~&
zzpNKxT8IjZ@g0d#1P*-yMg)>0N>`;z^f|Z-Ns2<*`YA;@u>Fbs5_)|co)tc}pJY`2
z=rbdfWRZu5$DoQ{xFJkWdt^b*jf_9=)s>4C&Q$ny>2>c<Ec4&7<bOt!7#z%)n2v`~
z!%u1^QjvWItIk$c5)dO;(WFJo?!f(3leEBXsXY@i!ZUeyeJPOxvuJ+hLysI8Ubk$}
zy%Fi`kgCW?@8{h3pZG8`y2YtL8)}H<!3nn)Er>LQQKfamqcm5biPJMmCd;PNihPhA
zYY>SO58*@qK0CyF{a85Z|4-9O;kmU@&vEX{{?j<F3RM|DX6122mn9GP<|_>Cri$vl
zjM;*%^TF&)O7>A}H1E*X?5Y&D$OMO19?PQ~?kRqsDWhZn3x&H{M#v1LzCDI|w3ac%
zf#Lpqcr`9U7V06*-(_L8#>{Sa`%lI6e|a>C!HUxHzC&HBO|-jld@6;MiN1IyIZQwb
zHoM)Jx@DKASUiJjnoa?O`sXUcC@B8dr1h6*4qAjkw22l+_<k``DY0ba23_}Jtxnk(
zILRsW>$zGdu^7w>o+YiU@+kY;_~#J*zpsL%H@y#qtE#=9aWrX!Nsq?p4ucfQCrgg|
zjHJ6Oci;iZ7_%~Xmee6K#%rpwR8t?9;4+kNjsnCyCqt$4ovMZI&BcoU4(XPC|3BR<
zx)HI7<>060W~mC9G!ij{Su^!CS2Jn*@Rk1{L={0mcMlDAi?tub*xy&;Ez=3wniL;;
qi(`~U_+e|Pqef1U`_CG2DVmu3K=D~<!L_n>OGe_Qc%hiVhyM>Bm4#^l
literal 0
HcmV?d00001
diff --git a/log/zPythonScripteTest/err_n_plots_multi/IterPlot__MultiFO_Rho__fwi_CGREGINNCanonic_iterate_m_allshots_5_5.png b/log/zPythonScripteTest/err_n_plots_multi/IterPlot__MultiFO_Rho__fwi_CGREGINNCanonic_iterate_m_allshots_5_5.png
new file mode 100644
index 0000000000000000000000000000000000000000..de2bf106259934a0d9fd9f8802ac23c94da44431
GIT binary patch
literal 32959
zcmaHT1yoe;`mQbAC4$J%(%p>0&?Vg<-5}kdNDQ6Qp>%h5cSv_hcX!O)py&M0@7({r
zYvFRSo!NVT@B6*=JkO`!M=4=s1bl=?j~*e5ia=x^J$j-H{Aq%F0$gcgj8A{`=!=gi
z<b%9p!fw4&0)fI9%p)hqu(!dNl=N}<dmMOT_>vd!xip{>UO37W&mVA<0f;5r(d$D*
zlpz@Mknu+$_@Cjs=)^IQo(R2#7llKM(JPT4pXt*xaIV=p7xvZO<8-)ER8X>;kZ_wX
zywt6!v6xe<jGD>Z%jD~H)^9d%J8TOd{`5UtQ%J>LYtN-Rm_P2&<^}mm6<$2P9CxpE
zSVu8^*p3L)2V2Wh;(JNIkCCCVGf8;F*9lYMVi{l&KWf9_72bs(q^lol@w*Q(hfn2{
zq4$RLQ*I#__s1kLwhhUXSnUMN@*D4ov`@TFVds}uEx4mXg~C04^e7D<$qTrLEb<F}
z;IHf#Pl*A0$VcGzMt*uyr;a(4{*xx$C{%(!3#sRn4nlxc*m5qw?@WV%Ep6=F2barU
zoT*N#!!p1A|GC+>uV{}Rz0c`}tTd2pHZu*isUn{)^6ih4R&+WSO;@w<>2){<;D%ip
z3-Qxj_l~Wje}O)Hq4_=BqepMYKD~YR=uxN%0~+8k5mvm1myWBOpv;4iWL{+O$E%Xg
zr6)4V#LclIJda3aK>ct?_rs5sgtdni)8!*6@tHU72gv{XMiLO_rtT)2{_O*-z%{o+
z2{0~A_-RzTaW;jF>s7yq9zNAX3!Yz^2ftYw%}Y8I)C#oI4qHPJ5%<NCMPktZ{bv6(
zCpl)0yhMelAYy$LNPYw<^%=`E>v(?QxOec1)o?#YC83loa~7Y4iYwP@q`Dd+g{BFA
zw@E=w>RGa#Nj7XC|BGk-8uPDhF64vo)A`7TpjX8h`f&BJg4Ip08QBC<O)$rB=JgJ=
zNV&er{fZT_PVvbiBPN9?so<wn!5~&HRPgRnJ5901ZoeXCL#lId&>y`1&wKy1dy7im
z_h+0AyJFw{6*fp@VxA>+aN0=Ypg$py6rV)skw#1O%Dk3>P(+E4K85F`;}t=~6tb4h
zyOKy{jp&CXPKJ+|XX}4ub^Fo(?*HS5zh;w^&yh*J4n_@&&wWRc&LJnl$XhEr^<^Dz
zMqf>gR=Z7CNHB{?=g`JqKpI;PW6kTAhU&Z<Ys%UiIzFX}wU&weboUiOvj7KcEL`Vm
zlmr=L75t|y9MIOyd>&0FV1K`tZThpRNH4sdf#1;&V@V1vOic|DX?t^Wa<X!AHYO?!
zD(7AVz2dc<E~`hmIpK4=9yemQ-gg_kTPtY99Ac;EI}~3hz;;O$e|{e`B2-E1<z;2S
zkNM2_iH!Meqox|?ezEu1*msJ=i%m;STYgDNh3ePJp!*&CUbTqEbX+@m>tdtELQSor
zy4r3e!#sYgvbsPRLQ8Az5m&i5rlfRpu|_YA2QG09q9vUET10w8Ock%kB;#92yRJ||
zmXyn7uPW=`9sM~rs|=nsMFx+Igx(4%Dd=uge{Q0<l*Ja8Hz{qhbwwC`%lWG*I)b#j
zan)~4;)*6BjPR-bN|sK>`J2iL^V>n%b<@V_iu}#wfCZH*qf12kJBs*zw~L{S-iG7&
z>-~D2u0?lrwzn@p8;nqWz+N9=cl9CM_8pS!2`=ZB^hB&C4Cv-l!;ZJes8O{V>5m?=
zhja{s_UPc<x+&|}cgRUcqY}NwnRc}r7WYH!QtniD9z;m<QNm!$(l@zvK~#^?dVyOn
z5;*joz^+@xAt%Y~3)Dr^zC;$TTe0kS)fb6DuPZEO=2<>}TKFk&<#F|;-f(c9KJ=GC
zXK*4S4y{_z;_msv!pBA@7d5r((B@koRHDznK47APcjR<CQK;=b5HQBx<F(rs$PHb}
z4diZ^v=<olpRNXYnag&VC~TFL=rFtf)^MhOE~vYLlhUbE{1}08kbq~xs>{xE9MMx2
zfmY(ssBchSJ78qIPw}(YD4i+l#?8<%q&I)Dh7*~%AQ&TIGU>voz&3=}K8W`<yTwSs
zukrD_nT6ZiC1Fil?sSQTDy!{|Ahl>ZHJd@VK?1v#vfhT<%bx<*xCL41>AOoXm&4|2
zn308|#enIAxn`}!@oShS@A^Pz2$%JA`vQm6XjU_$XcQVckOUV;N97e14W_53U%z&!
zs4&RQiR?<N=RL0{y14@!+3m42SL?je)vTa^y*<G`I$=3T@49zMW_fcx$Jux@{>BAq
zKPReun@!8^bZ+0H=%;S?m%DmjR3c@W*zCfE3isQnU`bllvK^o8L0;GKNa%S4^db3%
zvanUGBpR8`<YX<9w6})TRq1w0fu>#dWpLeZFTSB9Y;e?i?u_MbzqxD`4*?(MtUIYy
zuxMIuCcNCMHCb%pEAc-EPagDJ&K29KVWLk}+*U{M-CjnZCb3xAb|P#~SUMeLPY}gi
ztJ~OY4@6ZEsoM;OxI2y?CMUkS9N?#U3REV!$_8TCVAEqavv{yre~4!?`0_`shs)(p
zUx_`u=YB@BRp=8pi;Z{dQH6@~9FVeV?M}-*XMT&u;^Nh7a1{j@0flfHwpUAceK%%k
z`v&+15bW-&b*Zp}E>tk9J`H+x!TAFCb~#7EG<8-Q)N-FL-XHCh!UkZa`wcEeN->-^
zEn`YaVci=xpZdAXdI0B8!C;skFeTk(sfw1uwVU165H|Fo#Sd=#SN-Xj=Tr5$QAlq_
z&pj*~9eY-aA*18t?js>YXL{iczaO&Ed+qJ<4q@1h*d46Z&`qp%V4}e~FA$6S*jo<e
z4Z{yqbp6umXk41zo3ZKg_;v7|$sO#qC5OXB(PQr!IXMldksz(Dv0Q)XyoSd4aIfX{
zH1fhq@=a9hlb+v=B-T8&87lQtlYCjnooi=b&Ah)V+$ek$RtOTKCYRpGRzIEajr^k8
zQjqQVGdoyhB~B=iiZ`e&@_3{Qy-N%cQ#5I6!-I>vc{MI6PH`e<%bX^hc(ujSA+;zX
zs=!x$dX9Fm`>KD2zJ6!G6^UJ^?T2pgyjB6T#Vpi#qyu|i%Fb@pIP;D3`F=7eWp&?m
z)XBnfUKi1ZGa70@$fn<Ma_FwgYTfo@M4ET!?qxDb3b<eGAhz{<*Lkjqo$;amL80RX
zb3E$<mxjsLV5e7x<jb>;bDYz@$#Uc&ho#Lovv1JrVa-<qy}0!yJg~u7!@i@1I%cV4
zeH9$^+x7l)HPz`GT$U$elt8Z&wy<!00vNG$>MSE8idHRtYutQ5T<Pd!OW|}mzF~Ik
z+0x>NhJ-4I*A3fLbHTgGedrbzlf?%8LZF=Nf?3Ng&AZn;dLoVWXVd1VTQz2E=i@U(
z1PnHoFnz>_;yK)vi8{HS;^H3b0hxN$SscP=GA)RkR5WAZT9W;3%S6kE;!=edv~^Q*
z17w3^*iLchL0!ox7}zClr(0ZGSFEtl_jUIR%TYF!E`8nN1-Hko<K1!$V{67f*y1RS
zvDCoL<ULH&yI1wOJ`<rWkD~dY8x!X2uU|1R;cIJcZ7zSasbRb_v&TnIwSSeV)gi86
z)eOk@JxXTAjeTOH$yz8#%T%{UXv4aj)2=Esjxjk+i#10koS1Ac6h2y18#)<9Arrl{
z&xckeK4rjqo*cDn=BJkajGar809BGe(tYHISJ7*lARhAx1T8MZGt<KSs|izTKgtLz
zy2cZ%wYQjh@$Q?@C&x}-B+DsX);Vf>)~xqBwFG}L+!v6y>B>=dw|0i>t$FA3x!3Kx
z9&{hl31#NS^S`Fn1cSc4fH&L(Jp{$3{=tui3E0L?9scp4huiAZdQ_Xn@`3i#qcOnU
zK4wvkE{ZWg)?XFl(u2~M2TMOx*Bs7+CbxmR-{_Yx*mb6da;?2h-q`8(gz3#i7-V!h
zPU9$<pEC)szdye>%0mQFVZMKz%}Zj2@leRQaWx!UR=RbeS=rgE)7$%l1|*_lV`MLh
zSQuf0M6j|ZkL*U?hN^mAVMqi;$mWQzxRC$j`-+#ADA7^9=|g|Iry&XHUAQzFC|vJU
zoy*qZAf=C0Df&Fs7@c<}msV`GKI?lI27{H+6X2V>ls)}PcE`V%?a_hFb7b9<tX~Qq
zT=rlcs2K2YMbwm%6VH&n#1tgRmAuhMgiS?t-npJgAMz#;Kq%rv8hARxr-<Fp$WQ`r
z<&xf%b|If+&Iple<d}Vsv$P|+6Si0fhnU?_SkRk!r*Q2>_|)FeGX~;wUbrYF0xu8-
zbFpe}N%x+h_gQLvk>EP~0kYyWZ^zDK<Vy9+u0DD8$RnQ3oFqji^#zejV8>}b-b3Me
z3*uVaxCJ{5f4zix+`!&!Iv(?)G&mjl>2@HIq+DI?;;P$T_k7nNS28g+u06ZD)^a?Q
z1X&YY3xjV`%!PTZwSleus3>4x^Um9q|I&OWuAuSo!$c6Z!R}b@R%T^Fvb1!u)pEsg
z<6QvkZj)$1MP|k+v7;l=<8}rN+unh>-x0yO=`YX7D5PiTzfi|ZFWwi0Pq;v@#lCQn
zUZ`;pP*HJ426NhXZ~)saJ@4$4pO`Fe-D}t`$t`HOu0NlsEx3+uygR1%xLyD9*iC4M
ztw^ab$H#||Xl#6aj1dyq&9P9s6&N9PV@p8$(5^0Gc7(iknyQrUhIuSJ9c(ze%DLFW
z=hXQ%=b&MK$S$?<@vFt$bk$8_h^EK#98lkWF(M2kFfN@tXuKJr6oHIWBU&66$2C6_
zF)YSWck5jXax$PdaY%2ElWqHn(;!)lE|7i&dO_xC1)B36lGh2U1rd8il0bahi1DZ<
ztVDy=DXn|Lb0RXi&Cg9H5m59mG1OF2sxvQZT%OTlbpH%lK4OeXzD(`)VP&hRI~rU?
z#G!L>IIZ#N=Z=e0dx5mUY-<FI9ibp_zsNk=-27%S;=$dD?By=@%%dbP35_!ZT=8Ah
zmbpTQ;N75nR8z!C3@L$R|1%;gfuT}gAt9ap>vT>8zqwm9tOZ@hQ=j3Yyk5!l)k1~i
z_gT#=GiG&+{(-AMH{73UPhcg768Jd*Bjp#*|8->hxQ{NRgGfqBAu;(IzBn+Ue{EzU
zMLWtMN?t=x-l@CaC)8gs!YpDaVw5GUuhlo}IhH7ah6&%R7%8>2(Q?{vMP!h*gO8Eo
zFR)oAYSPrSXuj4G{(t6{zw@H%m=Tuq&qaQ*31$&Dn%qQsohMSUjF4p?1KTsq+ChI(
zvgnMEsLVL)>eMAl2+F=JIj#fEF<Ez=klk6AmHNc6j^w;%xN(soM{%X4rTflcA&s;C
z<#hQeH@*YPt69tGGAqMGrwcFm)SBtva?*|Nt&%p}^qiMAFYgvz3~`LwrtRWkSC#Dn
zxP{7%+TuWG6H0swY$>bJu#sRs6OYazR7PTdv|$FoaBywn^o?$<K{gH*Wp*?wN)tr|
z1xwkPTHx)zLG^>vK}7`xEUn(BHpz|K4$}Ii$!%aeJ7nO8o?e;jd<oa0?rxU%98c3V
zj7N3Ed_-CmOe}K%4Tb4N?4$cbfBj@zEhPtG^~0f~AMJ}DztM(smZgz(4Y5mwGQ=`|
zCBm@oc|O2LOn4)%SF`IMR0L(fA2IhyZe2NVU&YmQ-HtQechGRyYH&%iIoqL<>);B$
zop-U5<~zN*>C`&q*-yg+yY-_E3`d^x>@R=0s7MC00b|f}P|M3TJ}}V9`WXS`-Y|jB
z6sTfAz)~xYH{71Z0slBLJIiJCabaQJX){aa8#g{q8r;i!$3D_3D=V8j3+Pmz;9a_S
zT5#FyF-0VdKXOh4c7q)zbGk0%HaMIE4^On4jBGXB?d?&G(s$$8QnUYQRoUQvy}$3|
z104YG#|#*MH5`axu<7uc5|+5VV?B30X!c2-W825A)WoY1F?<^Z7=JO~Qu@Xe7{&yA
zPHL}uM$8WDc7F+wC%aE;Ln4VH`0x96;C&=xdDdDG`KTKSx$P%UCz1pp0l1B&u9v<)
z18g6_lSf)KnsuH~10u%qT$Lu^fn+Jz)TZ%qkT}}~8uh9`s1(QDmjcC@s=>W$$+-xq
zrsHA$FF~$ULO9w(B_7xKH&Z(yqu^fasbq7f9cg);L+~J`N5PSB(gpKwgZ^<N-mlY;
zFb)*;>d;OyqcCgY5YI#U;;z(>t`yOk9!QnJU8+eUlahsSb1rjNFF^S9*S`uB@pzpl
zlz?8`hg(}!t@JgU1zAe{`8dKy2Xm9*v>}Lmt$joYs5XYh7zur>AU|45I~V|9zR)*Z
zeb<eTvzLlzE6Bwj&zp*Y88&_4TgushBYSzWukoqe{ni;>#>PhN0F-}3{eUC6TCMD4
zdn-9^u2w>g`Zj*LUCH~p7=-rjA}C*<WYZO?>gx-3_A~_OaTU(K>bsw2pkLB^$8U`1
z`9WOEfhz5m{qKxef7}ksr}bJg-a|f=QT@o=1+{mNC+sr!!FQu_C{zwMp6GOpmJ)Oy
znlnFFU&bc0YX(75N+~M@R<`RU=$8l4b1rTYh!0BljeD`CX+_LXg%?$u3UJk~SWS-H
zsl{*L$46-$RgT33F+()ei`1u1Pk|2hW&j8!5@Dp8%?=y$nWI}A4}x>b3iM+_c$<41
zrbSLo&12KST|;St0q9sc8?V-Y7Qc5crRgEtp@jp358d@ZAv^mHUj22b*4=)4t1mLt
zq}N+lfIaha9$3)(R}b?s1C2(-8n@DoJutpvk_Xn@Rv^AaLAvaL7;;4>o97=Lo>J@>
z&5A+*;K7T!<%{wQU;_E1>Ebq4Nq>DBOvrs6U$dT|<xU+g6ACpk$uY^H_A|0+J$sUC
zzAz4f2>70%%BEGP!aco@A<}3|_sX1E$se4RR*hxRn(o)a6LZP^6-2JT($w6KzUSol
z!?i26`k*S88Z5_Kx-l64-Y6JXDYm9XM<yJm7YS1Z;d4Ql(S)$j#VDB1-0)f%ENTqs
zh-t_BB!k*qv#_MZajFwxprcRJ(Zcc$3>im)qy@UGDc2P|ZI`J#dFHE=T2P^?r1rZ>
zL42L~InPG$=`^Z`ttH!xd*9GC?4+>~pY;02p<XF8uTFcj&Ixf95y5F|3x8fkMjZ08
zZ<f1pWf_E6N7vH@N^DLA;7$>S3Wd8yshiEA=j^bHCG~;Z7AoJ_&vVtW5-0Fj(p-n{
zJBz_NbGFO<sO9B{#*I-?74hyzMe9x@XEV92>L);&+T}PCE<e5dcfig%z)CCU&$8B?
z*4-{QatnFp=wcKZSW<;h8g5GDpc_C6ZoCNBqE#<5112>ywo2{RsLPN>=lRP@T9qSB
zLBX}(0aCxPotA%#?|lrQ;oHAai>6W0kO`~4NWm;;)wz$RaPcLAiu5+SIW5?k-wo`1
z4z}ZV4p#fLx}IE5M*j)Eb2Iae5X7M`w$W_LS4s1h`)n6zPzvhT^0Ke@vT-=e<icw0
z1RJ{iZNEIgslPdHM_UaDxmNuswA6||Z~C07RqPw>%~VbRITV%Kwug#>C{mh?*q?xF
z`&YL#&*ikIcP}LDTe;woav@Dszi`Cprtm~(TS-0-$6416!PMy_D$(7fqLh(Z8eN!d
zbOE^<c*=`z?$f89g9zF;T4etGEa)lhHPN!E45F8}d*4cIU8=7-<-iBr;Z?BE)cMaV
z*oHJIjBYGfa;kOO(KkPOXB@gO#%Lw^P}HF#*(~S&ZOVDC5}7|7LReUQite_BD(^7R
z`qCKLFpg$G;co1<**wRkbkd!2#_YMPm+9K^?vH!52Llg%IlQk|kr6O2M3#ntA&xY9
zr4Rk=(}6C~O1{r|=+WRiK2%|FZ|DF~n%$uV!5em@q5MjbOSs&6Y{c~9wJ4O&Q&*n!
z^5Y1pj<8PZMZGwbJY5a54po6Qqpl~Gr300(;5k_P+m<ngAj+{`AG&IB_bBFL5dZ!C
zUfc(Ns5;H@H~Nn>e?e}@!=-RW;mOv&kY*$$=)^FqgGGdoxgV#1!z+uv3QJ5k9LqQ6
zmn`_1MJ5k|Oqba0Si(o;R{on4shvW*siG2s=U~q*4hfo|*Nj9QL=LpZ7G^b?{8>Vb
z!g%1nPrA>L?>&pr3))a>@czBt?&mgMWRL#zKB+-)-%QI`WV0-;smT#snj9(FSWAiE
zDdl=j&Axs3h>{Ze#X6B~!Jt;8FTPk!qJJ@(lbQXD$BI^2mKDFA1$Q6)1w|IWGJz_v
z*tZIQ8@Ky{_+{luu>}14KhQY@3*CgLLxRj}twoXjH$o|BCLD7pBilH2fXuO1VDn4Q
zDx*PO^uD-fIm3lU!n5BT2*eo2IfmJ*Mf=S5rs%te0c*i+3ivX%N>4Pi&b!9vUSXIf
z;>8>}FanSLD8wKPpe+Bns&DrUKscgi7X9NtmWX>M=q2%eWxcsdI7d|i+8J1W(Mo-R
z&hQJ|F6Y|uNt9pqGzzie+Wm~zaoWV7m|P(hKelFRQ74#z<EsnOA5%sAxWDV8r~hNT
zhsR(@JW0@Z=J~UI$P1t!$!$*+x(--zy-WIHhp*_H2V#juy5v9byUJk>zfNzKPWIgh
z#W>N%G7Kmpq(h8jsbf?}jFX=fl?ftO)Ft?O$^4I<^8=su?;7y`>>CVb;mHU;)3<u>
zusx<@n>uHTt+$?VCiYf#tG2ALsm8qMOnyY+huP~M>={zee5P!C#`}3-DM^aI4I)T%
z%OtAns!mwU5;!)Kc;d#xYyIh*1MILfJS%-aqP@3nCeVg&A^<Y~7x_P{3;gz(%>Gw9
zuy9%A`xg_Tiy@(TeEF5(2aT{nJWJF8u{TprCXEihj0W%XN~+Dx0y6~b2|bwCK?i1h
zP}3nL!VTQ8GXvwU`wa$P&;<j-t_8MQcySy_Az5V8ccSOy>e6eq7{zng5#coW4<!e;
zPFVTLgG=9zy#*+eFDp8_!3^#XBcurHy+7YpzXjdD!>`dH3GG#JYV1h_S-1#(QW9*8
zkCj2upA|N<DNMrRlmUlAN}IjQeZ>6uH?xuYp%5ektT>@1Eisv{?wYXR(a$=*pzyhn
zRPCXNVzqXr5y`&aPK_k*XJ1+;6-Rm58}kp7bUypDYABreqqRSb*B?Kay<QUA`4IrL
zera(~Pz%~|R&!<s?{C4X%{XeF$uyh{$D0jPP}am~dIL|2zon0pdrOvgm`U76P@-NB
z3kYDV!Z&aV6T@Z#pDgdTPxM2~b0|}Khw?|Mck#Meck}8*1mXJ)rV#u-M~QZ=;-J_p
zqu=*CBCIha_crm|!TeVY|K08LfM5RZcBC-e0HdI8ayOOW=i^0;gqy)<VP?-~21>}r
z&VmPs2#Y<XekqsfyhCvSfoB5WUK>4YP(Rc=4TKcNpiQL}M~Fu>vSj1f;_s$A3puIN
zC8dg0v=vWJ2|cX@J;`S7o@@oVBmRDl@fuwye3rv8-^vX0Pl$ZueApq~L2xc;e^b!k
zWVb{!(hARthQD6W+RO$r340@wlv&oOrJq=hA%|wBPK?wtNF{O9j+RK!aWznNE&5#^
zve=9RdY+Mt{rltLd%jdxg9UEVS)5n=TDsR&OVA*^Ssc5mm$in9jiC+~)`{S+h0p&y
zD%36I*&nz34VeFkpg&w?(4cTCId77XiIMy(zo5@bY?r*2`RUW-t91w!p1Q9HNBNC*
zy&PFD_ThEWgOV|~R~SIDU@C6`(r0XE+A2xAUY}2o1yq<KuVfZpomaBZ(o5d0r1T%O
zm48w>>NAX!Cc4(i74*zp`c6uQ9I@6CvaB2}gwp>v)xW=o9J-(D#A5uVDIczPKgTis
zmpdb<;+=j__dTi(?xh*9m4}a7Er){Cg?r$>`zUSnvvl}~Et7<OKgzi3ChOi+OXV1s
zRmAT|inIionfj-(V03z+`Q@?r&>@h>)8Sju#?Z_5#}e_^nu0np;D9(n;bd7L|3`+A
zB|?vSa&NnTN4Q9<{1c`(Q(Vm=qarr+exg0v7MUGve!a>(V{F}dqTPk*u17-}TPF>(
z28Tzlw1o2=mDs>BOz*Czyp+Sylq!;FleHs_&w~uJRg$r9%+RY#^zk(<d^0#jNo10<
z&ndG(5(vDTTZ=6ce|N`k*6Gv_zmV_g+CLHh#PGlEvyUG21<5;tB<g7_X9Rpb0g<r*
zZLach=|>SIHl<sx7pN6COsjGSi9w=9Td6w5&$x!GL^}!ue{v1@k<O!(XP18-Gs1(&
zxdD49<>Oj5jvofA_3zKs$G&(;Ix=IRhdkp6EqeCpzT5iS7<4~J*Zx-t`}1D+pU|VR
zj-~1JC189*m8e3eFR@4!`6($9FT2{+O;j&nTr-XuIv+SHO?%Z(sV{ci_v5w37JT<=
z{G@tkdUKIOFvBYxLIb|f#3#qYMUf;&d)B@y{y9IsM?DiC(KU$BUKY`o3LzL&L#osK
zV;r-Wn99Z9=zuOh)Z}lD#`^bLUHHSbIu;eb`V<>8K^o-Oag(P$@P5r$uQkmI?lRCS
zWgcbzwcqIsHBt8gG4pa}qGEFhAG<6LQgq0R0MRG6%6ZtiBGxp-L19h~gsbEU$M2@j
zyFUgw7pDp1L~i>$B$oF%&G+?yG+Gbh#Y^yyePYjq$$U!lH!;8R2Z@@oC<~eAU^z3A
z#Sp`G3(67Pkh~dP%%LY0{7c58a^7g(_9Xsb+Mi#r+ukCuCT*>ij!HjjgKVn%Z>nJH
zr1o%e`IQ^t&EN)|XqdIgPK5cGur>Ov(tOKQWm<=Oz)$D{0G!@+clwGjh}#!wkKKH_
zs&s(IwZ%(D16u{4y@2+3usuL2Z=on1;6}Sb-IqIqIJUZsg^9`=Q*8#P03K~!x;{HM
zA7H>VUGFkKn8aq}dqbg+H-<m}{CGr9tL)qwgt}{HyscbPP@t`$(Rz={jK?NdFK#F2
z=lljk-o#wrXf(Po#ow+(f6&kn06x--7&YK_;r+T0>@djdQwqwR*T5~)&QKi)D_?n_
z+Ple&(U%bE8|?b+P-_af?G|_kIj^DrLP55ZUAInwi2y)hJj`b1Z2=f$OMT^Q_26K&
z4Ig@c4BuVgh@oT>OGZtNb$icr<$~sM)9kupzN$-ix{bTbdU~o5@}BzEoWlhAP*~}C
z?PZ4zH|<^t`=~0)byZZkW#er#fcj{ao9vQB&tJ}PH};!!KkyA-=v7rqD(CKSC+ws-
z+}Bva7xXjpr$ts*cgp}@aL4Ss?=p72mjt`WEk%j9zQ}Vs)*73zgx&H=V-8)e6WRa}
zse_rxS|B{Lp+t;Z+vvWQ&EQKSvx_P7V|S}<@5JpMVJ`px-O2KX*5Jd9sq)QaM;$U7
z1}6XcY+*$d53iFV{G&%T+`;DGZwpfykCQJZG9+hwkTxAou`_d)G0}$rZjSG^tQER(
ze$F#ee2{dVWMOO^&*WsbE>rZaSl3s>W0w<B=6J~68|^W9nS1k|!~F&hT)&bURqAJS
z_!}FzOse!i3N+ycXlZ<al!8kO6Q1`mUqiDYWjgxia&qGC-7Vg|&<(F;)D4sPdp4yp
z+XZ6?aM)OJQF?lQg*_&E5E1*ZbgSp+QO3>qM5+vtH8*;JkK?)bwapddQx?n7j{!u1
zQO<E0aVL)Lh?1-&va#MA!BgHx7t-WH$HqIuZC5r?UJS#lO%<&-dT6*m*31~SE=oie
z1+r^jC=f8ZJNC?TD!#tvL*GYtpLMabQ-d0vZ2Z*7pFA9kq7ABdQL3ykU^kl;gShO^
zrN>1=$tCfR0j9f9Lv6w8GS9tmz^;D2KG$K!{711}hAK^YRKGRy1444pt~3a)$u8Ch
z1PL{&+Wm1smmUDHD*z$1S^}6`M6(L5Moq}*?Cf+gDNNlK*ueDaWjli&m+M>STU*<e
z=lcr)=2o1{4Nw+@T<JE4zsmm%k>TPg@~Oga7|Rb30Qdt39S}W~Nhh0tdRFbd!!JWL
zWK?1|>zL5%YfT8z>+5a%zbh@w6&C@>8URzC0!$;J!%iS|ql-y0AM54nPt(mm^go<(
zjah&48ZBuG^FT~{LkR-k;`asnItYjMO_$AJEU#{d*H(_dLhd*%0Hg|p)E$hD6w(8T
z$el}JUUmUZ9bxi<&fEJADLe~W^eFzdy}HBg(}HcO1&^ETOaj@JabQX4L+jFf8$J6;
zaosy{Pm|cp3jw;3&}pTNx}YYvqT-Id(dqY5uM|~D3eT&f?+%rdEHOXHQ!Wu^8=%lY
zxe<JA@lU>)Xs@hP<XAO&;?Vh9bO$0t+YND$Np9ha>4~8o(saRU64e%Jb4qD)X5l7U
z{O?Y^if<<wYqq$EA=D@#EY@!(PA8+BF(V4h;6K>3yA2cnH;6>Px{!C!wZ|cQ2@|An
zxk(P$e-qMIe+9Oz2kXMDqWZ5t|K_XJx||zvzesg~aqO=yha^`I&Zmy<Iucu$I=TV9
zVt9bLiav~bwq<(y3eaXO0QACN>}edpo&pxO{Sge;P7XDA`x1bF?2hQHDmd>eh0!(8
zJ@D3VS#p&oG*0@p#>ZF#=iN3ExanT;slzG+me#Q?=njqpyCXW#h5)Af+vxCW#M6gi
z(^~Y1U};$2w85s`(qU(kQ@bT=#`3zO>8sl$0wL2t#kkqm-G8A|XfkXw4Nk`>y(NI+
z;^U95y;L8xp$hYU6I$;#G!6ycUmtW_{|j^_9_$H`my`RBYtP2ALs^u)I}-;r+W2(`
z87)dbL^Ql<l#_yW`yi_!VqG4j20>Upz26@wH?x@3EQ(qSR>gbJkvv;Yk6yUj`|hwi
zJLP=vA;JQ7DfnD-@im+4TlD(NahK;66*{Z;=v5jKIx-R4TX1jHr=gN3f>Ct0p-^%u
zf?F%vr_hc5N<K<u@q4f<<uzPyw9mwE52QhT51iFWBI+e)oa<gEl<Q-WOOledWFsm7
z=vqOjSS<$2v|)PaH`kT&`N!PRa35&FwQZsski;#Ahc=?&p-MV5&w@L|nc|#V6F!M0
zm(~Vliqc9&Mep8FC{flfSLmwkfNrnl3SkGr=lZ3)odoqTY1nnH)51_4UD>e~phmdf
z0Dv$a>4jE1yLf;Ey9dGuk{gL#&#GQQPMT(M@#E7F1BF+3Z~L|Z7=60JZD;7ZSGBA^
zE7$a*Dyn`pOz?heZ=&~bwq5E6yK_X_G=A<OW><Hx=oEL?up0Jz$r*ervzrlb;a-#<
zG`Lh=re}F|NRqTJIb%6k4<4|9eLoI<#g+#Hd|**`xiqlpaa;!^fI*K#LlD<_!j#Ky
z`AlcI>$KHQh{?8P-Q~{;wmX*;K**Aj%(LS(Uv_&od=;h|fOF$X@4v#!uSgp1&<ojU
za@X!Yza(8_zmd4``&sL*k&zqJF$}g2f-_;1%TPj1bt+{bJ|U<)afBNJCtZEGvJHq1
zpBYmtqTRdrjm<7Y2Bui$?IAA5iPl1d^(4qtMPYpYa;|)re7)zfH__<k2_3jTk^xv;
zopn2eS-f@Ln#J*%JIFm-d%2|)9LwY+u|Lm>j64H7E&Pt!ciZVpWS*1Nb+dJ5DKX~|
z5}bRnAg-uowYqO#Q5J;9xZzpoX5SN8{O#qb22grEy~T;{8l%-G2-z*#cpGc$QhrAW
z9ApaP&O6VfUaAhjdaM9RLjT0kwCO(2!QyeP$>l;o=3Xs@(^heX8Il(s9LdY4+J~Rs
z(jdKP2@fZN)0p5rImmUzaoU?owm$>MpKo|_uicajdO1AocvBC@apITKq_PFSfn@2v
z?|Tk}aTh2v!Sz@A0$+7ThCeNABo%Q#hPg37^-A5P9~YI=5d*#ZD_Ws6&;eVE3gKty
zuz#M;_9e96h-?H`J2toIzaF=oYDlfNT+js2O}?F9-N5ZW@zFoi1sX69$BXMhp30SO
z3a#sdRLOYueLRLA=MBlz%aMabwoQHY<>d+PTR%%t5^vffENPT4&H&J{a^Gm{AE0Ai
zJ{c;AAL14E4O--ghK@rnh`zLqZHQBl{;cma(HO1bS^Gke%&wjmUszseUnV1WRn1By
zF-Z#t0hOd6OXIf-3@gQMDI_ajR+hd5mk}j0Mm+1d!FScBUxO4#nq!m|gby3Ct<Xj`
zFmy^g=IF)6mUM(^Jhm^g1narfm&ktORT978PqfPVc^FJKf3Y{cr#HbCalr4EHS?X5
zx5R1kSSjT3aegYrEfna;A3gay@%lmGT)6%*@tQ%X4<r1#eu%u-mtcLDLA{ER5j<oB
z2{QC@((-B`Kd`NAe8VjE)nBS_`{nT{i)E(OK1gQ7OEeF^5r@33z`Mq^C%uqLQxY@f
zm4TaLmO;^sIL{TU0%0n%NCZXTFos6S0%e@)8>AMlQV!+|wr*bz86}9hAFBDgKX`?o
zV@Ofvx2)IyGt9JqHDUQDin7Stf)Pr56v&kS(S&P_ib5e(wtKnLFqeVfXzP`#g-YG4
z0;3pR#wl5(oJJ8E_rPH}tpWEisKN4E`&<cdZAXFkq*sR3jv3rzLxMJ|%V!lErTWY)
zbEzjG13i<Dlx|t8h>CG|G^v(3B&&%n?B5B<PM8q+>}VPD-xFhv{y}oyv#S0R?D6Dm
z`LEF!7{a<j*AX^<Fv9X**+hx^4S7qGcAW6&zm3NDD4y1gq)*lph@76D)XlCSCwVxv
zqMvTncK#Jr&sg?a?00CX&m``0yUt6nL@~VNa+e(eM{?DxRD$Vf6PAmH&jO$B>g!@-
zH0b)jlUq$5ci9W#=ydkHOV;<%Uc!CD;lOkFZCl*P<V<<(`Jd_Q1LVKZso$hW+Qz64
zbjcTaOghjBvujSHj$V{LXK4>91)uv%{T-au(#RP&H%X~PoYOX%Z24IR60)T#Aw7&m
zFA$1Ao^m8TUzvRRWqo_FU3K0fY0qA5gA~rVqs^5O@v8$FNjxgw56TpX7n4R!G~;o|
zUE;DhRGJsdFYUC_I%BAA3$gA<wf%pc5~$6eTdT~~Br*iV^!bC2X(=7AwBYZz!@qIp
zMZnts7m)TBG^zselb;szSlDHJ=%1oo6;QmE(oEC%POBhayl=ygwdMTXTTQ#H^e9?l
zc%{dH)UijM=$T?lk48kTrEPvhb#OqZayF6JYLCIka_=IBNWs7X^SDITT*d(Q!lP1C
zL1CU|%;TfJr8HJC76nt5^WjKz-i#NnHQT*K-QkO>7O%BB?Acl^^Erd4<GIkDNe}LA
z$E_xsRbW8=%C8@25X3bAhx@yv2edF60Nl?$|7!*XJHN{KHRAW^7LG~<{wGSw*uf|^
z|A>7=dEx=S-7I-So2fis@A`fmS%vm<(Zi5a-H)n5o<bIeT;8@SamyFqU;8ebexez)
zjY3GEEQ=Nr7ou8XrpRWa@I|2uAI)FUB`jAZ7dubCQ!ovy#Fe9s+Y6_QmUZq?)2^!D
zIB8l%g(ox_;o!_=lA#)!m}IgUEAA?{cq67GDiZuxlm2IvCIv?6H~$!=KL$m8xp|M*
zXDA-WDY*QzJ)>~7tdzuOH_xPIyd|AcUV)ZPr$`y`n~WBwC=73XiG<kES<ePxcCmEI
z9plNd7)H3C(lWX}*Jqi8H|lMqSF`ZPUj0T)INc=aO%(PtoztUWE&*1mWO%wL8E#ID
z{iY4$LD>vXTHP%?EgjIQ*P%mf=MeD?<zJZNJ_hfxJYeJe!DRc;qaOX^h3`?|AtW!Z
z^a#-{5@eT{C;d1>Iam`@{-MUYV_$c!2|>{-2lL2@V8!Wv*N6<3oG3DEQ(37D3%QdJ
z)G4(^mY+4|ULtS=b@-{WQqwB2_y*p;mR~ur1*S+B=pM~5i$Pn*USm;BGLPpPXBKN4
zV6xdTKe1%S$`eRy*QL1zQEw)pE}2mXt6L6QnBv<sFB-~Mmo3a4X8|w$2>q*Y>OJjZ
zn{@hC=O6o>^aD)<(ntngH>#HzM$CEb5L_ouE0rCB^&5p8UAz_@^Gw#f<4)}Xv5J-=
z{Dz=}%nehXK?2OuxpO%$I}xcpUZvTX!7_$<as1lCFRy=XeDOl~wwYwjk5AIhWJZ{s
z5H3DRr8hp%rmLVI-^LUNiQmH5#G*vSqz2I=J6+;gMt5MRO;ZMzw7$DwMB=j^?Pkh2
z7B1^eD3m#qCOx9YjtwcAH040x$rQ_+XRf*;6T;W!L->;^Nr^!x#2@zN|A|oj4{rDe
z1{TLygLC0IME2Th9=S-5wM~<C-8kqARhJ?k^9w>Y`#O@_c*IF^e1Z=tl^rL0YMMdw
zy@b8OQ(jt>gkAS+Swz;^Kk8W}*GP;~x5=noi*j@O0Ru_+O}7wlCQ-BDp&*FZa~b19
zZi^9OI@$y#yYG*-Q~{K*Z#5@XNvoj;xq8;lL|2M*EJ58;^hIh(-hYS~AZXvSUoZkA
z$)mQHf9liy{`p72L<0c6K%#FSGN!|sD2zusbtHum@CB3=5ymK^BSgRT_?tA4R^<dy
zCA#Vh$_#2u>2hrvGo*-~z0T0NTkbB!Ud^YLdNHvqsIKsdJiyVKWcE-2N2a~L`MGgL
z$X#(>!d2LLbw2u|QcxXE{6+RaiGZm|@kREYz@8e;y53Z}&oTzT;HJ2uYTcS#1P#{{
zhw<N*&&is8vQ=Lvb@wP6LHr2a5(DyB{1mu3C9aH)e+u8HrS9iBL;uf6krZP0r7`>x
zTlOI)6rR<qvz<w$p`X%P)q3u$T>C_*|7*TRT7xg%GHA*E>}xkz;xxtd!JI)Ri=5g-
zm*P)hWhW%Z+QJLigd6@ZQ6&hMg=ut0TcA&I9Sz;cG~^t{(K|Gf&?=Noh^9;4$cdX<
zxmW)N0XipREl7rKUOq7v<=0ha?TRV7+omT<@91tsMumKOg*C1GVn|MSvcq-p(iut5
zq@vGfCcE8hS{+r7g6?Dg{-n(R&ZY%?Ga_^U)d{#zR#F}P=hR8phSUm4BXus>x)my$
zu!YyANP2QYv1-s2T~$J#*#(yJDaAEUa6<C%biV>&3xPJ?+DGaIv6~dy45qO{-JA(b
z<Z=m579!55enW96L9cengwXqw5v8B@5Ec@WXDd@t1If0&n&hbLV$x4Z_GLI_qeNt^
zVuSPi6A$%$GeG(5ga*iza@nR#Qm^;BzOtrZ{LN4IEX~_$QV?io^Y4oO6z(w5s`o2@
zuQ2JUe2`PbxBHf6L$oS_toQlp^Rp9m@-KD-Lr59;tS%TBhe2>pc>}1MC*Rd%-emAa
z=S(ju`l^qw_L?&t$Q*=ab6gDIgqVGII=|f!<uTS3|2kVMlE9BRh9To1_!cqnEn{J!
zc@Ae^BL11(_^SBio#G@nV&O*|>!fAn7YhbXuScQDu@a-cLh_RlS0&F-ps0SFfN6hy
z`vbP(&iIqOc=8bVz!9tag@vkzGYC&EcZcfR3{nJTyq9FojV)MtYJ%5IAMbP)5u;=t
z!_qcP8ljhADx0z7UoY3rG|b*5{E3#Pon}0p4{1zUPC(+WH?k$J+eFcl^o?o<O<Re$
zZYWy}<9eXJa8C$cTSDNdlKAf*wJYa-DT$n6uX#{LXT)o%6Xu`25?AQVQv3|xTs*y+
zFH3?UU(6$y9G}KW>iasC-LT=~`#%<Lb^&<h2er$8a)tkha+*4TonCs;LJ3hfP@?_j
z_#J9Cb}AfkBAc<5|8X$K{-<d;zgT%TzHc=LL5m&*vz5Gq%*`dp>j_)1Uf0)R&+8{~
zr%mA^s&Bmct1jdR^<92t?&WP?a(pgO+aN)os$;i~0%6*Dx74-#MllJd7*?b}8)P+w
zXb{<dulVqFkoi2kiYw(8w1@Ujp?hE!|G_nSp8r>a@jyq~KK<FzCpmQHB^wMs6_3@z
z7$L28A&n3el_dbJ@-m4WT}NWFDinI1!KRQCOZc;M<T5Ph`{$uJZ8tyi&2+zybkX{U
zH-Y>juY^J4pUaCz1h^XT1H67^Ts7x)E?<ZQsJ>t=6>{A`=#(l))hG;iqfhiF90zm$
z^e@YudQzdHW*aR)PA$_<n|)(Mma0zvuJC#1+vN$p7$z;k;)GA4JGQ{yaXNVOKiut~
zGjo3wFLaJS8=mPwX}}RHg3G!-5&h*t#P*>_uLk8h-PP7|ST~&|bU>2KbxmN7KzdYB
zEq1Ep!=J%n+-hZFWaRq3#ZilXiO6bD1l`s^$)I*cvER#jaMOYYTI@R482ka5hpQM&
z$R<jWgax6QqTDP}Qlqj|7W7*U@{|1d5ttf1ql`?9j!Z??EeOGhZ(bFEhmEkuxWiF*
zztbZt9sY5HC+^mNv8%wu^<T^j(2@YNis!puX``JuCEak=V^^}b+3v<|r8_2N+FRlF
zmHzpQa3t(n!{pfHi?*pwRoY#sJKykFQkMMNe$votlAFk<2=P~62@AyD96!;KNZI!4
z3Z|hG6%J<K-QB{!F$gbpDJDzGoaJSyHd)2))JsV(et`rXYmgf$LRejk9Wh$grzlPQ
zj&Ota#CS^ggEVxp#2v6Z8A%)JAx4o~=RoHgz4A%VQMu{11Ir!(Q`Lg|NJp|$2RfkA
z+REvwv5Q|H)T(kk^gn%F!NOjN@@m-frV3rSKgsz-W`sZ(ELv$lx7K)P&PZ>)QkEJr
z4Q>HJ^y*6%$I+HEFK9^k_2c7k-Aay-U!PrzBMraOUJ~nxr#`adeTB}%Qc%T)N-cng
zT<Y+%uaNQ*^ch0weilUvIuY;#y}^XH+GA@_!JBaL>X?&mbMfK>@e>IMn#!$9n_~+E
zk-aO8AGI$l#kL+3m<+d<h7Zp%qF%^yl?>I#MdRf;4b?@gEPYm2eb7CC>|(rB^4k5z
zH<6ZS-j3k9k2&PxYC<Y2=lA(mwN3Kv+?>atffEtNkQY3OW!>HmpeL0|OL&9Y=XO`H
zz&j=wCd01ju~z^}l+s-g#C!9CAIa-^^Lt>RLVIW4@;-}UH#GJBSu`paw!*ENj!v7b
z>^wU)d!ugWJnK6o84|CyInG@6^I_L=mOOVCI)lejJWEYPH;X$1?dt<>X9HTWAgF-^
zkw?d7DY-PhoQ6iVj{fe9Wh1O<*5lsf_@n2QHVv#Mql>{K%MS$0v6V&`EAW06N@3je
zgsdi?JB<m_;GRAue$mnbU@edF;J&kIzm*pmeLp!I$9p`h#y(~VUaH!hP(K!|jYt8l
z>*LU>Ue)g}tUArp!uGdI4R+(TG_@Lc^XTuY07R?qIJkDhb2)O?xti6K%^enZ&8J*?
z*d)Dw9H7>i1m*?M=wz#LTHx&7da^^GH!i^-eyKr!$6qFe<Dki}vFfzt#+aZ8uC;X=
z^S%(!^wM5y3G1%GZcimoX8;z=;nac85>aD`*jIvccT@#pJ6JDmPgA$wkO`b#A(wvR
z(mWv@>cVcnQ?y-p3qq%Lw`)IIC0fOuw^?8Y9t^-v)d!w~_A)C3Al15y#MNFfl13Uc
zUptde^4A(AJ{2U=inku`O3;1@dx~|+x~Ceu<M@9JoLZ>HDQvg79O|F+?@n4h43$|s
zT2*ma9XKj$^@(93Fe8ZrXh>0gez8lp*tXeXWt5z2P-`L@m#i+Vi;&S*g>2JiilIN8
z<DDX=RzPC80Krv7qIY9u8)0?}j-WF6yg$CCU#~)HaQZv}i(%yE2E~dte5+k{NgNcX
zu_6v?Fqot|mMI-f!EW!j0VO%R9;u5~EXXrAG1;7;0CcrD^^y>ZH{g-t>GJ9y6jB7G
z3!}WS<F#x0x|6fCZWpwnzmyMnZVaB?DtXQU+vzZ0G(yPXo%MSqm$!ht@6YHHFk1q%
zW67{^dx{=3U*G$(H&qz57gnk-PJ&+kPfF&9L=Ipk-wJkM$$5R9pa62i#qV4#&Wdc~
z^)ln-2kr&=o_pDmgh)!(mc4y?bxv0_^&cwOC4Yv8b12ruHzHrf+QUjSaWt1!qZdFa
zL#e)}n;HV6N!J{^^2vN-&&3oJ713ne^%n%0+Of13@1<>D;FK%O`s;+X$Wxf5zzJ^p
z*a_F8?#Ay@F4-VqJg@QzQkp7`USmDK_|nsUEBm2o48(^Phb5c%#I{iS*&vj9ZR>Iy
zlk>15!wgTLE4K}yj$Mx#6gCL?B2$gVFNrAxhv}X1#n{``yu_$j;yeRMHke@(_g!_7
zcYWb%HzB&E@aK0`gsH1X5kH456!`*_2W;AeCg=SONI};S{c_unrDGq<e`?Plv(IkV
z?48_pCZBnKGouzxy6#?GbXuwAf7P~q*tJ(Rv<ln5A}pfRG8gNp$A0waePw!s`%EQ$
zVkyAKu0TJq&s~sR8VI)h?Uc9=rzlKJx9P735^8FE!bo29UyfD2K;2T?!+HMaIC^NF
zriR0%!`|#{k=x0hfX8JcE-De*``S3A1JR855m&W~A;T<?#$DP2N!U$>ZsVm<WIGkN
zuXz|x$Q?%^foFGZzJSM3gsS#apkr!W(Fnm_cv%Vr0GC2k!|(FM`vh;sTQ&@&tpPC*
z>DLKOEvHR=8~YujdEmsC!_Co*H5O?~TwG4vmKbQd&Pn*I<iC`*`|4>wi9d(+BhMh>
z81GTGbP0Pk>!rA>TU8?$bmWS{`B-mV(6`49+p3*jgds;{I|pqh(Td+?e2jm0T0jg5
zF(4sx|JXObuxkB_?v3=0DqJenu?&M5vlrdO#!JbcvXt?2!({Eb3U2zM`m}xx;$$_U
zl*-Id*RIi3WMOP<@hLrTGWDtHvFLJd>9oFQ17~!pPNqdS=-Rbv{UzviH%DsVn!N_I
zird9+<nu?%^hyex8j0!umiyL&jeqa`u9-izYVRqBu-J;gLIRM~OAT7%E$i8>K<E71
zi_4(fqt};JQK;mS1S1OKig|grRd6IYFd-l~c%vwiuO<LBuk^i|S7yZBxmQW=ta+gC
zuCD>YvOgrKi3@Jq{vR!`i&7X#2F4J;ZFu6UY&41(KE#S=cVm#!e4|vKi)}MNR!}~W
z70m!yVNb3LR}KhzAKeRj^BWI4L%L#H{we3B0_41?zyYJwX-W3En;-k2mumsDj>iIg
z|EcX|2DH5tgU0|jz^J5Um17=HBo+c3g*p-kOGBi2Z#&wf`|b}vkLOEHnOU^@<R24h
zxdPH&I+c=|6p+oKAcZ~FD^BZ!)#yaA`_EssN8gw%rRb|wvKf?CBfqZb^SBv19%wZ0
z4nKeQjtN)G)>F1uKhsrx1qCd~r3=*m3fVq%lN_i{@GsdDaDgL~o>8o5g@AYgck?~E
z&R$UcXZ&vFtvzmG%4UL}{Gw}cth<x~(OX-<7e3b4m#L^T%EX#33Qm7#k*MDKs*}ne
z8EPsIKIWDkU-riUM5uj=90xycA@%77OVqgp+(2w<`+7_mh5^dr^o*^DIe;Yy*sHQ}
z7Y`7E<NEYI*|hNTH$W@^pi%5!$^l@=13-qW0k(Ws0A<unXtQ=r*@8B80r>cf5$Elw
z03bBJ{3A4;0w^H>^Z%#NIAIX6nPYdf6$Q{8FC@F#0cXnqqCqBrAdS}gD%-c8%eDto
z`py*KANT@RiZz`s4Rv0@Vwba3>@~u66@8b^vq{=x&HZ2fAScfX9r(S4+G>9&@P02~
z>y$!Jolcsn&!gmUHok^T{RLIOh`3(Y)Hg~#?QAQ=xHoiyZK=j0P-y6q_!Immt*yjD
zQ0SEK4aJ#MgqCWG8AR-TA`UvbL1er@JTufyOS`g&OffiH=u&`YO4rOoW$iPFYo!Uk
zPMged=(j>J*<OL*LK}}&=~(2Vi4*wzal{B~BaW=Q<#V8HJ0BQfJ$i&8fjVdy4)>p!
zRP$R<U^0@E<{{Iw%lRk0F2>?6MFdLlHV}M?JNM`4yLtoGI>IK7{Ad{`VZ$*Wk6tpy
z4$j|(7JA|>=!L%YmfYwG)N*&-@hn(;$#~q?aDLbj^ozwwwzxfG>RaV(7Kh*ZE=B;7
z4qD=FvhyVrmm$#dv6CWkX$X&dBu(ItLQgM8JBaV5>cQg?eGW}(EfR`78P+XY5iz<I
zb4fQX5QVLG@Mc4FdHQ4J%OOgA5rXGhPb-!p13I)5Otbqy91p|kr<$Sd#yOk^y}@6N
zW^-3%=!en&oWMQr2?!?qxgQ%2xdCSW&p!!$sOV#(I@Zha5sK5x=k|Jup_Umf!b@{D
za2Tl`hvGLH*YPZ=K)%VJ%*<Uab)7{%MJ^~u{Kg0pz=nOSTeMf*Ge||%_PszR$xy`U
zT{Ij!`4AF)QQj!iCdAHJiv01aujXWbL^@sAgy*RIOj=hUuNCbEKF)7@W7oHBmEFPa
zkd%)k<N>Ub@S1H3$XA3^EA}f+xhuEh98~^lkHw$9Z66fUqdT<thDt?Wn|x6+!mQPm
z0u}9~t9;PzVIYB8E*`4Tzr?cl7yjz}9tN9d-=GY@inBv97O+)<N88b@;G@iYs=8Jb
zAdxoM=Gyx95k}rw(dk=rQ(a1v#j*6+@&WSx3GKlbR!wEmvWhuW81fZuex$3}$tKTy
zoP+o|sM`DBQu(EKWrdxCOlF0ju5}>~f%#ZMC62QhQLx2hC|SG~naQm()J_N$le{`I
zt}qcw_9b^C{hU};9Zyd}b7bV~wSpEhD1YZ5n5bnC4ay&pZOto$R{5bz!>Oat5GmFf
zL@dEENnMAb#bdGtxX2&a17S>w{W;2y=&yVK{2wa#JowKaeR=kcMdC1GsLwMl(fZ<R
z*qVTZEb;RvOwolM&CnrX34C^QnRgnE!ETm81pNUggn0$p35u&zth__kN@)v7TrbT|
zu2Mc{8wCilNesXcZ=q#BFvA}wRVfoVQw3V9h^JI>V|fG|Moh(|e~ijZh}0@3i^EQ9
zPFj*c`EJEk^zwCUG)qUGx8Gv(cir6e7@lS(5M~v;@iU`bPkdi5iNLD4AGty#!7~_T
zuhN@(+ig5Ab7l_QurmLEkPMD)Aou^A{vZ7HkJw!FzPbQ(t37>XYzx7men+}0+5v%8
zDhhODbx>=zN&%Z`tXQMlH-;tH^K&iRbA=NX14O1w|EI9Cj*7Bf!~OTED2NC%Gzv&}
zm$V`^4Bd@13?(gT5km|}H%NC&mm=NWp~Rqccbu1S@6WyWIcF{Yn#E$6d7r$m`}$p4
z<M#)+I#hP-k!kDD9B~y+aqUP`bu#J1;V;n~gRoeASdM$Bp)PqW8Oym7wID7-lWha*
z5+7c#vZ$vTX&D^xYB*~M9vi>uF0i`wV~V;P$MDnZ;iQjmky)`!pu6UCZBnVC*hHm}
z5pZ&p6S1w<4o+Fl8s)aJ-+rDN*@jz=Lds7JgaWx-7Xv?Qk(YYf>O=hnlS|$V@W6Qg
ze}ndRVgDgeAD4bcMdeP`WGMBta4-|n`P|V@zQY`BxKB8CG}yO1yn2#MAzH>?!9Z%S
zZM%S4mNQRVW8<ccmeC)Q)4&=CF?P&Rm=U%l*6|$0x+9DBh`KoEbBECYiyD#-?+D5;
z<l4QImNe<>s(spqKVBbgoG!$@VoLEqhFvj?q>xg#Od9Ve1sB5>#o`j=lW~!aqh#f1
z33f|saXA-Z+c>wkA9IbLd3ctO>*Vy8$jtQTi3;TtYsD@If1l0XuN#sE6jw#_uP=el
z@jssMZPS?FQ`AVH#6#VvxU0@?L?>g}O05A|I?gL+rbsUnn_$VHr#M})lSw?Tzj{)y
zg||Z<L~r?PIJoeMv!2YO6*Ga4uR&Uln%mMGJA9bjr4<@mhkcEQlBqD|GD5YFFrsep
zAy;FNJ;#Gv*cfC+jGoKJoAKW~W65MjqelV{f)zTSbfcU>(%<L5Y>ArJ+)Vv4)wA#%
zw9U|IvI3V{q{}3s>z!lg(_jf}u9{PYB+?nWptUK>^N-SN=HSpuh<vAhIsd)^I>5;s
z&6dP;Q(?Pmz`0sv{}{r+_Ck8ONCS1-EVw)@J#983C(+LPQ`YpntVls7XGWtnauTP6
zDo37MQ4HaZLU-SIKq+KEsnofgo)0YCSBc{fSGK378w<NHs9^f?t1hZxviu`7S=97&
z6N;QzSrTd|ZBBB<!CoQ66IE`CLmP?t^+#gK^?_3lJk?s1WK#x1*eNO`-$!6&-s5K#
zD*vLKDn2P(^>;AznIpdE_mx<PkCjZp#I_p(nKcl?=TxR&zBV7(%v_A6;pD-)i6R?>
z_@{V=&jRXUe`lDtj`B|#kU-RHE3CK;AwilfJ6(hPY-HdUjP^<;Z4kL{FgsZ%UP2X9
z-o1?H<)P5S`FFwAZH^;ZKSDd2K+mS|a;7E}Y=pP^rVpEAgvqU`G;g+vP(o~7pYaTN
zS@XP}Ca`ZhYj`_;^M-<IK(|_(%K*F+C{Galos(&dx(J2iIOucgiK_|s3!BiNrkyeD
zx6nGPl022G>sJ|L5>q9@bm}QE35Zs0v-6HtC?(`l$SvGyHG4+z)n4X$?*xMY1@n(V
zdbw@<=QB(Kn)=6vRPLk8Xgo{jYb&nQ9xRUjDLF*$t(((0SbW4CH+ip^YB)kliJ{KQ
zJ#L^4k-5uhG*1~SLLKvly>bojn;b_VgBO;zIi)*LEhB4+(3vP8nr<g&9$j}`TMmtX
zl|tWr)~M>%1qzZU+?pRyI71;0$tzPd;@ngAPMk`6YF(9*KI=*8E`67<!+`1axseS2
zgG|?ve0?Z=9(6i6?x2dQu3Oov)G7dXL9l~;>Oec>V>}hIY{J=J6a3DS*Eu@O)orly
ziQp+`fny*o=XJ&Y<4Y`13+6wq6)#T@1>VlxSch)*QDD((H}jGc=S>kWF_xBSFMC!_
zMX4^WMLYbQkgh;UHYBih*l!K*pw*&#Pa*clril?dc@2w2bbnyDyJTFTP7dTTY%?ja
z^-v)agwdI`*AZ#zCCi?9|E;lsX@9%4b|xM8{U=|#*^fPALJtL3*v5s++l!RBUr>fS
zRVL++bBxgb2s@PQvS3e)*i6{7C5q$L(nkmE5n6+bkMVB3l-nEF^(xmWhjL|FJ6H8h
zW4ES<8b7hIqLRgN$q#7m9xKtO-)6`64NYK`jTQ_@=ec~k&)z>5B@n)}bNp`YzIx$$
zHpe~)!4zio2_CmZs!>v*m~i?C*3LXeI|}qSv_F#WQ896t^y@X@f0zWWh-QAlEq$LS
z+U{$fd&sT(O3bSE<f`OCTuc*mocP-Gi!bhl?}TSmHw{u$Xq~byD#x*n&JC{e#^kCd
zP&$jfR~nrnb4Tg*74YJDZ=rbDOwK>97-du$@re^ZEifGw`|%tf3IZFq*U{4Hd+AWA
zY>rr3iWgI{3=AIqpxD0^uc~A`;T@bkZ*tL_rAIL%s6E6yPIRcnL2&L1)e~}uEW||f
zx@mYqx2wnD0p6?zLnd=S{LcJqNpnvSM{*_|urSFJU5$P;>c2ty!B^hxe;uf5#piEc
z2<xYXb&0T$YV!Ane^HtrN{68vbE|FTP1#0&^sCT@eP+}ehYw-Enhd-6B$u}Wdp8ji
zP(xWAL{IlBTT9J!7AV53$u|RRfFVaOFf7~SI)x@j;_c)}!P~#YyPk~ub;C@Ho@p2*
zs5vRysA>2cZsPVfSokPrC+Wq&6f{wxIm0y)KilDpL4l<Z<FQe?0wr=$?9gu-xn~Te
zR~h6I_O#Qcj>VQB`^L4Tp~f3#d|?!iR}Z2-$p1ci3zBU9%e+_0k8!ZL6J77Na3xZb
z@sJMx?)4e!cCqy7bp_|fboD>akpS>R{>-~?ja4O$g(|w;Q_1x#JI?WOw#*__-BT^f
z>yrXwdq~Q>9laQV6)c*tyNX#$my>8Kr(bI56+0Hlt>7g(uSE+|ig!}gm2rLxH!UK|
zv>a?KgLuXT^V{*&w^-<_)pe?C3m@8kAL`Ney`^+uUx`HB9;_qGXEex{u|pFWGz9<n
zNlmlcomge}r;Cum+sB=4-3L0l=&QBeV<|OhENs~6oxAgM>xy^drF-VU8sgrSU1gIB
zLQ>`xPtnGir1o7X`4q2Ly-+OB{x0w5#QHbD2zd7VdO|=%M8^hiPSB#*pyfL_^ak9M
ztwVM35)m^dK1OLl6kWNN#%Rzq2w$;uO(yl^Zskc-xNy;GJ(1r#HbjmW+N)C>5O%i#
zitYEx5wcgudNKtv2${H&wqh@rh<=tX&KCuPRpH2}vgB6xEKlHf*)hT>C8D;t4k2dJ
zv^up}ouhR4wRl|l6|0I`X%dmk1ol+0icVnQSK+mkAY2--u|N}qF2}Dno@L(-9d901
zUJhELX|I~)#=Cv9AzfKMUw-tV`*RJa)DHqWvaYwXEnJY#W|6+?3&m7p4Q-Z%k2w>e
z+ho7AOv3B@s3LPH%B%_?c6CJMUY(+1QgTq*U2U~-k6+P?W74Xyfj-4buk^2`_yQl+
zB9#sKa=Lm4D@PzTPd|9E+!5#Jw33>dTVX=CGxgT(Z(W>ECE5Wi$b8q7y3G%5R#`Q3
zD5uB08_YJKS(DusIQX!%Wv2_Rz4O*6JT!@;;}v_GoA)}sD)*cX>wS0dr7h;SB8)~&
z2-5Gps)_z<cK-XiW7KAU7IT8zhzrg`b$Dyy5o_sNlowtluEDGqVmykiP?EVH%t;ZU
znyYO_?<{r}Vv6%O*!)zp`_4w=T&Xr}pvxb-YcE<bJC8Fc$*e^G-LSFch68g=%TU=n
zV#XI_C`ogtA&{t}TejNKSz}yO2n0F)=Z7Q8_95}HeropL7wVtFg3*SvYB!8mM;gn3
z4`xXbB;6GUhxZLef0~fqqz`)k^vxJ94S!#VDP4`PFJXR{qUrUi2;*8Xe!WSAxH%_X
z8y#8UsPhv1Sg`Gi96bpv37EtE)z_U6g>KGlTasZ;8G4hq95Jf(L45OZrInCS5Y!?2
zqpu`($rp}=>KK>3FD@eYa8Bhrd<YN3=3b<eYp*obx^7z8&B@>W1)mqE_Ga!#?m|=W
z0hP8Ap!6;>a2)tk4VVTb|1t`zQi~hqIpj7*YN%9@YpxS`E8LPuyD+Xv+VN7S2C19u
zrPQAJf1|8UaLyL6A$HQ~e4+PwEUZoBvLOMD+8561^v}b@!W`9{U?a)HKTb<spcXkF
z#<-PN(&UeYNi<i-Aec-DSU`5@DP@E)AG7c_nQA}=T=_M9ha%0PxkfC|zVlILB1bO-
z%3fyjk~rH0Ww1EXRkprC$Z5nEmAyy_e-b~HRYfTsGdt($@P|z8plA4*WL`aydbZo-
zi=$Ch(B}4ydD>|0aijNB303DE_njyJQ*k99J0nHK5o5PPnWBigvoWLfZSzGO;_NWC
z%nK$#-d<bF>>bm4%teVxiSMc{`W%ErlPRuxlhN*i^iQwB34xi3p7TC&NGDypZOA1x
zB@>@^U~1~PjZ{~&(oDn3$^#0W{Pf%dXr&!(PvSQ_-bI_(<FTG_UCthLE-UNk=nCka
zCXXuAsW>X!xhVTDd5)NO?Puz~b38MJ*rk2&qqeKh=ueBnhLbQY5{(8=Xlv-+N=2UD
z#qnTo?Riz$!{dFb%-vr~-Tt*F>l2^K1XvG9ou|(nxKG-Z)`0>w@B_fu5>7VJFO{%F
zw+EwmO;=1wf>x5!3pR=MxQmPO$qV+4Vzv8ur>pkRf|?)Cdw2FHESjQv1?}d9Qco~{
z*1?7+#0qP7e1+?GD~>L-ON{pF4s=zN@++5tcjY7Jv)lK)BpS&@c67Ot0%oB%T}OM^
zqMU}uhk!C*`J13p;Bm5crF{+OltpRtEmb({^1+5)YT#XRCMcstdq9^&l=$F2dRo7U
z>il0LNy12%nI&1i%^U{VTwosl1mI;GF&s1`9=p4_4bGzyWpT)^qZQm)mBc(GMI+k0
z#CQTWsS{aBUg7NdiCYp`%1$r;aU*)rhPse_%V7)$b(fIA@<CzM(g#fL)75epK<g6G
z5O`sPGCC#+`t<dUVwj0)W9$!zU#k2)-sNY^2n?!azJaAaTH+z&5H167Hxb7tSQLSU
zLd|r@8AT8jHCT%JY=HJ<RkieLK+?2nn?*1b?qQUHc*lC4{#DQpF{hiLsK(vpfWtY7
zG3Faf@koT60ii;?XF=*J%cWL6j|OlSM(tfA>LN4+LJqW^;<~{KCLY`B%>_=?<V}Eu
zVMlgPY$9SA5)488#P%e!)n&E-rbJE0R#VJ-@F=geErH$q05G*&LMk>=gPBfOZ8@lA
zW^(5z0bi2!X;zP^n_2{*yOlCAjnjp-Y9H>+FH``O$(r*C`<{yls~Z|j7&Stl;rk_H
zRFbto>%5`pbH!5PMJt&6ctS0B1&%^k8XSELAl?Lf-H_uve0b%bKM#*slc#LWiyvm2
z{YY69b!gn;sL|91JR%!Bj&kI#Kbk8RDy}LwO^pD(0zjCFa@x-Qyp;<OX(HjO1*f9K
zI{=TTU<II%)lFJ|2rT>jTilW((0Ezq{zSc|T-Ve4+Tp89zJ%&gVg+CrH6poSY2qmZ
zUja}S+-#*hBZ%q<AlR)IPd17{FSet^a%XdM3uk8<-fXmoiN9HIx(!r$?Uv?bWS9Uc
zY*#JOgyVQ`MNIVQUCg_yrUk|YJ^xJso3mpk%_@^bfT<!nlqo0E8mh8UK$VgX6|P)f
zuHnNQ8MSfywP*$Sj`nR^WgE8nGad4hI;%+44%+c3BO+pY7@Vo+L#)c*-cQsR`XMXg
zW7I&j@WEW-!6Y?5Io+9=Gx{D5XxxB(MAhEhUkCl(Al>1|mODH;^L5soO`+o&FQVPN
z%`!zP9E)Wb2)cJ3h|Wiuw0u;GN?~>5fEv=KP^d(+B3~iTL7O_A)pdYst|s%EA-Jq>
zv1WPt+tzDY9T>i+xr$U2QkyvvFjrQ2$<TL#H%XEW7ai#Ag@qJ#a>VPVB`^xI+Kfuq
zHu4T%4P`yonck0LIsx1z>!oh3=C#N3QK+rKq>k&n5<Ssu$<;Y_z%(taE!j<$(0#r9
zizkx#WD_twWn~wvx)W^-6gue>X+E3sziQhome<j7Y5N*>X_^xnoGHL}uLsy(0K!v;
zobNd6jQ{fcqe%fUs)q*+C+o$nT?7JIdK)vtgBgeuWHZhAdPNil(NM*;6^cB^>Do~>
zw^&<pfjfBKS?^&d<G6S!#2>A_i8TCClRG-SE&S$53NWJ=R1#cBJb(H&)ShVpFtjdd
zABhyeQFjKot)xWX#8<oo9E=7NBY$5q^Zv4B1DKBi^|rS_g2!Vig`Q_iy+Rdf<>mDN
zLQmMH{>_pNiSUJm@a$)EE$Vsqr4l8+sGO`<CSB2e!@0-69N=@=CK%mIba8@EBD^k1
zHvo+Ri5jrb#bL6yF?(`RV>OfGJgVb%c4p_jQ}4d3>vrU-SM&ieE-`BD|Hx7CC(TxS
z)iblk_xWmDd7>M{?{s|oK=%k>XA<%n$WzY)OS#AQci8tZmZ746mGQJADtKL;BhE^%
zp<e%+50j2fAl&Rg;e(&qWVy+)dYqJ~l~rSK9yWmY0xQhc6V(~D>@h~F@&w|B4fzy1
zrs?+MeWl%D0GGWcJP$&}Hm+*ClO+Rh6;L@*{;|5SR&ogTRW6H`^{{yI&?T|B_l)xe
z1=4s<nzTV2VJFi)k1$|ra;TOv=~sJwyM{Y898({PL{HB?=S*qQ%i2O0q9f|g1kD%k
z|M=9xkY9A962If51cf`nPL%@j!<FCAifJc*Hj=dwT`*E6Hm~W+puW{@zM(;UGPfcy
zZdLJ4P4CDr?kBL3*`Ccg)6>VV6bRNBlJ}82cSf!O+blNd%w?wRn=d9#+_>X+p;I$#
z5C%bC9Aiy}nhY==0Oo2p2I89!#_F<cr3bJ!U=UB}d0w@Ef~9*HF7$>hCqA#4R`gJ$
z6uwz2oo}UcVg(pSz|dm>F{yvf`+|3AuHqvcdGJW+Equm(<-;v8)jVw|z$DrY)4PKI
z$t!x=by6S@{F%}uZtLTvixo+N*3=+Dz%PS92$b~h>~h%TscTqF?iWjJxXv5wgOvQt
zW@=G%@e3A#rDP*7iz?-|$vRU*^W~n~-fTZzav@eD5iC@0ww23}lS5xnvu`;$68Kz?
zcOzQ=+g;1CqQ#at(uwiLB;1B;2NMA(!L4WYp<g$I#`9kWCNf^7v4H`nK{=9r0h<X=
zx3#(hS`CV;Ax@P7%px`C(+GIIOFzU=9CNr}FjH<1V>AJPuU5VMF<@W6JJ=w61OSVH
z)&-abu$LFEA5QWxpD&JB$;`JP4v*D@+bcO?3*S3g_`TtYuE&S~mYC94{oDCkaV6tZ
zfT9LaU6);!X3LG*-EeVZ0$BK-Yf<PX{RLEe2NPr}2n$wbcEfxDSCR~1f+Wl&Rejlg
zmWep&PMAHP!Q9BswW$2nidk$U$9wc0+Tg+7x#9q*ZeU=4L$YX{_ead02r{r=34gp6
z0KYBtVbbkn2%3p>-ZIT3CC4~+Ps%`LaDVK|x5&>`+Gd*OJdWq;`dr1hk1Lw{ScREC
zSrVt(XSfS}>etou76OOhkovT}S;>*Z4U9~r3@ejTU>ogWOa3HmA(IYY65C|`u;$Nj
z+{)cfeU|36ryoHF0VwB1cQ~aP8dn+lZMxS!w>d!kE#BqAnQSX?Xt+z4BhcEpXl~c^
zM|}B<`%WSQ*D!I^S^*1VjCR6C=LgKX%@HlqOG0ZZ>A4#IM#me)PM|sIVsrB#$;G-o
zOs;<aheRB=%?umh67&!*TUru+Bk7sgJE^ipbLm&o2mDIgO|yDB0EhE`X_w)>LdngV
zo7-zbtF9VK9%*qr550m2hD(-FDUY+KN3uNlN;z5`i(B3mshM!tsPT}X%JfWo-W9R$
zq>#i&ihlRe5&jqzL-;#6A?gctOK4-XbsSyuGXnoFxAkAFkR%8{%+c;1HCtdQaPjcX
zc7!uqnJ++dB4+2hc?-^?BF|LzA1;=@_Ar>}40z2%W!et%b#~P-z+bI(WZZg~bR@>_
z^8LXt!iC{9UgktL`@ahDZ`w0&?mW}8224jc8XbH2B1&T3zTvuYd_rgu#PG*gWL51<
z;Pk|ip;lxsDxWHY)<A{9hwUnvF4WkA=2jd!U%Akbe4#X?EA}+_TwCj0c9#u>z`+{}
zKKRWyJNoFJMjzz4Mm7x%rPpn|Z&{=B;0L5_oifrYp_m&ywqPO|3@#Zu?ucT{P;mEV
zs!jX{`~=3ZGgW1Ojbf)oAEm`jh^TpS<WBgbgn4)v8DWk>H(e_!txvQ<km;y&EHST&
z-#_cZ1i+mJaE<|+%5TpCi|7mw7S{D8Plh_MK>-!}NwR(?<SU6iGZtnGmmR;Ft-g9G
zB6wx+B!5B6d@RE~4`<xpyDW~E1*jHe6Nn`f)sUs$>9qVV5(E)6mY0E1eIg&tf_cy+
zY;sERIugspKd_EIEkGvx5L2eg5m%*uHB4TP<t{~>oqlWy+-8X9#@r#^>F^jUGS896
z9awa?s#&Y(gTCXVe~Wt0@~Sgtl5h|P4xy-Mm)5l`AhM!iR_cA-vDVyfJDg>K`5h`i
z#a3vDZfgSc^fPIZNKu=NxYS2~?*2L)dww_Xd!|I+Wk>xpxm(v2htMsOKQHK^=(Xa%
z-7?gqpu4BdpvF&%ZPfO<5$Y+lXbfv6<?mZUi&a3QGNjaYfgrhIC<0^IR5&tF`WAiT
zPplOA(wDt`taPE_=4%2fMEK+{@@Ogmol!-ToGWF`no6rN$g`$X&L^*Pr90bHhmty*
zdDi6BynIOBaIs5g?qg#=3wyUoDcd|^iFQqz;5_js76Pe(5H>EH=}sZVuikGHy!akT
zn?I&^e@-~}ML`v`Vgjpls-PN;Vro~;y63#~uv|o}TeduHSY=&-h}T1L2{q=elD*s3
zyp+zZ!0sX=As~w5uO~8BjtKArB<k;4;k6Ya038sr`Z2s(IDHhAo&*pKliNLN>dHO5
zQ@Oit;ADnadvVAu#ywhp8<+6bViQhvJWm;h0b%!PIa&;C7|s@x&!C;Et)iUVuEL;9
z5IMnWZf1n8e+wF%*N(YL5F1P3X{2LboxzM2n;ErxWP|Y&#s<`j%AQ8rbwC2R`rjG3
zENd*c3L#9#F~|^GAD%CRMLtr|vu@<6w=#Zd&k}M9s;v9S1a!(;b$9rEGqPnOfzD`=
z;k;qAX93{mbK5`ta-Y(f^^nfXbUA2q8p?ckGpD318w7fc0N-BdpY|M<><!R9<v%5Z
zs+U1Ucbd4d>_*v`Ne!|k{Mr<Qd7#x$qBXKIrHdZY6ZJ=9_xY!vTS7{Cw8u@vheR~W
zy?*^AsD{jmAf&_S;MxEDB6TTT!^jY@<?M7!um>=1QH85SEi~O<tA!@Sm!y%4Dr!)8
ze(n|zl!6LZSyd$}A?3K4Y%3**jhn!_&^t3GeEfnR95i0GA*Esm*_%9OYb|ga$7S=r
zdYo6L)#@zB6)bp~uXXV%S}SRz#{{NObXO1iI7Qxr((J0Kl+9`OO%aUuvxLmYYCOME
zfI`v9|I?O~_3!bmEJ`cW#;LLLK$ce#T}eL|J9EH2GeJ&9OIqoP5h_=YYPpxo6No)a
zRntBW4|T#qQ~0v<7l9V-ejT7@CbYKt?V(J;OTS3_6*{@63J@he?)ii;u_iDz;j1HV
zL5-$pMu2#T7UIx_UNF}`)F^PYz(o^EWLLu?k@qAj%l|Fb0Da7!{JqJ%<Tvh;hI7y3
zD+mMJ;%tqgwy`H)CQ3Ah^_Es;w3oPi8%yZJJ4jmRkWi0x>d+)_d-caEh7T;zTQ^0*
zYcf#!Nf*e;@aEB;lZ#{|hLR|d8SxX{V^oo&+Mb2QSJx7EECovD(<#5fjZ~zhFw$YC
z%EL^<l0EV!Q$kAJ<MNUHVXpo>qsur&9*|e*zS=GFS*FglVwawTF7s#CIbcjELtR-2
z-{4PD({P~mKDA<vAIziBGLAcqU+`mc3tW01c>=Dxos?wMAIbXUfq#Fw3=L-l*kGR6
zk40b2H)$OV$?c9YC)WB!iV#&zl~Kv3^8Uz=21=GFN76?3(Rm@n-xk9~{xq00V{fp$
zZ~JGr#6qYSZzIXg8ZM3xk`m0M*X%s%Q(3;_Pd`AYIE?4|FzT(QBF;nx^<+4Av|?)d
zh=m_#X^{L+wpnF521h|ML6rb6`Q7oR1F^KOMTW7I-YOWB$QSmx<|~t6RpRi=582-&
zz&azWhWsxUPC2cW3b4u93d7&Rs>2gl`z=JN_z-%V3oWqD^rfQyer2Fyj+T|AyCfzc
z)*D0N*$opd%`jv-=y7j`BvA76iza0Xoruyok>0?su6yp^U0y>%(VN(R^PExxP`Nnz
zE&Uz~c}SOXq!~SnsBY`3izSyvPi-e;i2b@RTku4nrD@mcdyFeWFSc4#(}l2%RX+{G
zv+0RAu?QrbI5LB<E27)XlX{U`p*A{?&D($h9$C6GGW8C}H$S`(+vkm*WiUjKxz*u4
zq2L%CK3&;0ATY;sPm6vd5FWYWASgA@r1o?G4H6_h(`f;DCi>Gga_ft?i1lD)X$a>B
ztELzKv{*uy^^#~&{%~#l8=(crQZyyn+x-eZD@CQ$N$CWexxM*A@~u_Vehe=Jav@nT
z=9`UZQ^K-r-!ZJP=oIvSN19fB@nh>YdyteTLRuyU@T`P~lSJS<t%1m=ck$hcMnmfK
zJDIt%U{vA>`Leg@%M}E~{qjJ<)k+zkhgLP=+T*vf$+-=7ThIp|xL_+a;6Dt4L{kju
zB_jt@1vH#q{7(D1a#rI1mrwDM+je~_5Pt+BV%+N@k|Z_rC*YDCkm5`o+jWt}J<(mp
z^+s|O6+q~ZAOAq_XtrB3K*`V#(=5T_4i-nt5?6WT9``k06p_-$${j7PV8$8g)y!YG
zo#ADx3pC&8!_zw7^K_+Yj%w>6#U&N0OEgkLW71Sr9$V}r$V<T|jrT2${g!O8m09q;
zC9M0~c2wgd7yY#ZMl<kOf-g<v)g0GIw@|ND?EkQZLS9Aw+A@N7ad=zGKK0@h_oXY&
z$slHDD`YR8TDL0>eAxU@M%H=7q#xs<eGuc<GFF4pXg+bnVv}VImmwn%LnWQ^E2V1n
z)q2housk}ph?SA_Jfok8blN!VPL#TNZQgrQjZ|i`Kxyfpn$pCy2(Z0Kx`DKj6&_nV
zdLQ@HeMSb*0D+H~HGJ?XiNTS^)ps3=eo2}`BU}J>qPN>OFI}$8*Qc@TRqK+R)rO@}
zZ1gwRIJNo9nAhn>xh1hoX7+B`i0@@%lwsraE1zplGvCrII7L=Fmp2b?iobIJbZIkb
z?qA=g0(b?EAljDT*yC54p?6eSUGbteQF_*M6~M7+RrTPVyFDcg0CxqC;2r2CDtVC;
z`VXB&=<;KC%a?Z%bDCzELY97pJh_hBQi8?Kk-0OEEkWjzgIp?#){|@tvqATqg3JpF
z*RS*%N#^Zo1}xrxs<3vK7Vkgy(o5VRA=p*mS0fFlrbsdM+TY{-_Gzk8Lybl{4@uJ|
zbqa`#_umFZ7&DBKr)RFv#dU|U65u>dvs4A@m+SQkL2Y6dLg99n6iBNMa(9%}@;<q9
zMgB_mzE%^&B<B=Kift2uTt8Do#*|Za@A;OmV&a%_NAt2_+*D2!zIoZ*5-OFUG<Q6W
zdY!NcwyJkKw=MR?QvFn_IkP7^NzU)zSStSuQ3zNnZ%n%~ElIdx?A--1A_q;J>~R;P
zS?1E7YJ|*&?e~iV(`7gKRT*Y8%yM!&6a|u>eDseC%(slJp$&1;leX_1F!v){1dA63
z($2+jKK1;}Do#F*`fY@^9EbeX1-Wo6j{Uh_@iY2N5mb!#{5W_BfgsNXjzH8^0xl{e
zkfYzX4P2F>wgBZUjheWM(v5uG+Q>YuRLi$co8&};LXH%3J>SP8+$mN?@ao>d`$X>?
z{1#!ZuPB#a{U2*l=*J*dSKMcfH~j%d4xtTSG@f;rF#EZ0=S$6(ko1QAa?!r6p-)#1
zQCx_0tcnk8pJ6BOwDztG<H^&(O+9uoAsu?yE%9D^#IF0@ju%Xsk<CD(r7qxQhlrt4
zYb@v;ZTNv4T)PZuBANo?LVw%c&<22hAUQG~Bxw3Z>6WJHceTikQcTo?rbbNmJ;XMs
z%hS45te@kSKfUi63$u=PO{Y=hTK@Sk{^^LP4>(NAH0I`?y*j9dLPf|M6R$L;-&d8W
ze;C4LeA<GZ-6LpZlD}V|Y~P<plOW~-YE^ZAZZAU7!F~{01kNw2dL3BOSfsqLxj?`%
z=TG@f8YdR}y?XDWSS1vOLnH|`Jk2Wj1PbYJ4G?^j!uF7hcTRlpfpy9wZ}B1N@0ubD
zRQrR5&pnL4NvbRkQ-1bt37jGl*jo>ox3i_8u||nZA=+c~<R})<=eOjmte!WZy~N(#
z+!C*(rGJ9)ZkVsz!QvRQyhsg))aF<=3>J`acz8q=V^VB^!=WX2Ty<~AbD|fb5s|Sv
zrD6m*E(6?tbb4NOVO=G;Ife_I{DXUya|jhRfwD+mFGNvOGhcC_dgCygySMzh88}Qq
z164V*01F1vi^W0S!}AjhZ^>lxY1PkItrrsbO#UR)ifD)1;$<k0FHKvzlV@QOLxg4;
z9t(vS-`8fPycdkN9#r%FW{S0ar-W660l#4Zm$6Zom=n=|VR)~4O&0#~VL3s`3L{ij
zk(>~|%2gRlrBr?NRoU>JoFShrpP{kILschhHKC3qEyY_fH3C(vhcIbs`aKhAY9bK|
z`e9>kTZX4`IOB1~ez;BIqBJM+UkP<uMGikgx_XRY9Pg7}dJY-ugL^xy?ofd#cv8VC
zyU|nllazvp+W}tU;n{uO-%FV|qM5QChRC_<5PK$!%~t(;X_u{iYIRNSW50?gvnl*5
z(<QSW`^Y!0dcFVWZTM;<yuw|+-vR(xv#$oHdZ4oBQ_qDDXJSzN0WXx$wr><3v!<$+
z*6hFlHvrHFK+!JSOAlk&Jlxg9MhYfRM;n-QYhO1XV`#<3Y56|*#p5{zPYsH9+EqB=
z4?4Fsfs=b(9(h8gd*P^hZfDa#?nm44o)%wZo?e47P`{TG-f6iMiw2-VvzeH^H3tB+
zZsT}bX?&GtumGsW0YCp8J#YhO8Z*owwckBIy0AGpGTb52Qh&K<nxthnje+T!STU+w
z<8d^VdRZsG_`6OmU$f?Cg!B1kYt#kzo2^i)jcMl%T(04y!x=%=gCkyNAz4w5j9}sU
z-EY4=VT=Epp~svdd5>_i15!-&EgqqS90*6IJP1qd0D&dw#tfMXi!={aqs7DF6GM(^
zwpq&Wi|erY8S+IZbyRxj9m-6$k|8)Sbh-o_Z@#I}VoI<)!ajr6KzWeRp4b=UZ8x_$
z5Qu`fGxQqg^e}_St&5gE66Kaf4`IFCQAwoQNYMrZ#Aw`DtE}0Z<rO2<M#0k2)5Sv#
zqIY7Z>=YuMC3(RIJtgRCNT4QIaem6yyCVeTr~tYXOsu)!=gQj{H&RynBp^NMB4=az
zlFh_xkJQ_mR{9O>>&3bO_9d;24RsODUj`Zg{JYr(WFn@}*k<V@@@#Gd{RRFnX`U(&
za3=ZbGsR|lK9Y|B3YKdE_nlZ>2BHC3iwM;1X8B_hI=b)=^VlzeG)LAebD5wo9FN7*
z^k^Fs_)8D2QgN6s<*UAH`RWb)r-h!NYS4RN1!mh*QfhHc1bAaM3sL_LHsIz5oLB&%
zo(5F6Ij8kI6ydG<VODv4RaL|#c?$>*0F*Oue@BFcUsf4cjsCpqRf-sjzjQ384;(f+
z;(LR=4}}8Q$p0-<QIo@96IAmAeGMN^0KQ`#oL0EQ2Qc8MFO<;f@y2y$6mktt+sQ_o
z6MCV=$gX}e3Bj%6arBYvXqA>F$l<d70ktfniqI~F#?aTNiD-oGyq1!qMvx`Xh1|bY
z&cfcGHPkq^JXD9(_)#1ko4mmSm4~I&IqKK$#{x%cCTY}!fTY?c@z+GdtjtOoGkrru
z&9<Bj*6&9R?2LDuqr)8?f(#V9mvZz@+6E^F(%i$3Dmdm;zq9*_*v}a-+;@~#47t}*
zTk3H<gcY*n0wkaHcW~|G<y!ny=Z&%#W@ZSIq@icvAZGBTO(CD&0Ujr%k2Nu9T?qC{
zOpH3t>Wyi$1j^k;<4z&U6u*<z85jK@dbkrdFL2tga7KUqr+S1rrFXQn&2xUn3?lXz
zI;XPIrn$DM(bX7zZu_`fVw0q;q;oXmw(`dFBxzCoaDCaa;<T3(ZU&$sT~tgpzFd;`
z|0VV`_S#(R0NSYQN<L=&Y5L_nJ^=u6K>k?8&xl1#!BY`8H|8+gdi!xYV@t~GQ50gd
z!^mQq$d>!&V&-DjYDcxMW_@CX^dm$3!D8ycgvA{#_16tL2qcv>;B+Go{)K5z-O814
zPw`cL_%63nKOIy0k1!%L(?f3i3m0ECena6!dq=%;kw<%m&<T5=-3G9hN*M$t&(Ij%
zoiZUPe8UozN*~po*D+f{Diy@FOnKY12|;y{e|M%xK1b4!n21oT{}F~K<k;m-3lD?8
zddoMXdiTI0tw@3UTAHmzR3GdL8IsbUYEKE?ao6Ld>lpXTuafk3Od*9<t@i?g<*dze
z;(_qt>0I-M<<#f=>S_Z36qc)+Z(%mZ25=4w-H(0-aq(ZqIZSbc!uj}K-T2K~BtW5J
z1efQbCsnI^+bA8TotD~+o^QMeEK=WK8UbN+x*m(>#H2}{NW=<$Z+_M*K+sr~MusKi
zWM^Mykc|(NSLvS=>7Uh1Ozd090H!Uoizi~S{Qj(0DJJrY+*T9&rCOv^HxdoPX!ha1
z)EF)GKZ70aT;);N?SyHa7Xs;2;q8XKf^OxfPXAV2lsNvOx)1|dDOa&Nw8Vc3E?U)6
zpah4xOybt_tnza}Z-H6N4|)R5RGza1{ob97wF))gDl<5c;Bcwhe7cOlyI2lt00Ci|
ze3$b3grhj(vHOv6CRRTHYqi~?a%TL0W-V;08EpY_Nwrb?vcG><Gk!u=J{wD<f&nDk
z;J$HIRw%ZHlME4)hItL^QQqg_-8ciHabDz|^0Z<P$)(_Nr-CPT-fQvACz*)+kHtse
zN!5Lx7gNaLV%!*7H7`ZLQ<Cb_O?!WjLMV{TxF7?ZnnXFtpZYGd9E@#CnaCADyingJ
z6-XmZ$?jebLZoI_i^dBFLF`HV0#-leU>-^((ql&)kj9{E)>({m+f*UdAMI$ieizHZ
zF2rjX24u2=m1#iD0WyBB)tp{>`A#7GLF(V(4<0-xPC(GgsIL78V4QxSz7UWnc~2ez
z)QV|QFokx5D`t*A0kKu2XPb<jCHFBaGLu|?=Dna1-deB#(w`=aJUjP^yFE_!iMU{!
z`o6NfiwhsNvni`-w~qmao!GxJAR?Hyn*xN8aCyxt)8Qu&0n~l=*eG7U!O(e|Lx{R4
z?QBcfCcF<pMQ#MGwiW%E8woW2A(OJExygshC@N3u4&khkVPEBP5MMz0(Wc5whz<!t
zkjdd~8a$9|kTkIAu_@Z1lt9I%+Se;$bqt-=wx*!<M@))?O}jZMTdr*Nwz>sAYyy9n
zQh@TrkLOGfXNKO>JE6j0P%x^)#JzOM^y#*GYeyjJB~>Ur&nmV{^>wNfgBH7|SyB(_
zz0u9g`w_AnT8ha+Z}W?^#_khZWST|OKMW1dclafN>n^CI*e`IzDKq^Dtv`?zQzTWA
z?s2Vt2tgWKpqx-@`(mz!cS3s!;g$daORbCy?m$GhqA*a;-D-`_FR;VqF{wH%Qp<S9
zl)W{SHyv4|j{ROJGFr{`n|V-KQtOO@q30NLVFoMqJ+eNtYX2EYN}7Du>Hq@(U-Z{A
zXOyc6ru;vHbpb%PIN>8Vn{b*W%7pJ7a0cbn<=l**Ry~o8MN55XNx>XWk=ro1ym8&l
zUne(DRTvsZ+0R<;%qv_4li7%VG|L~^Mq()GtqTWIL-w9?+O+!0=i=qcAYOoSEWAk3
zvTP4hqe@{!8NUWnWFB>~{F3;-Y>H-6N<Yk(+A-e6Gtf~stF4j?vJ0SEE_<Sv#M8;e
zRoJ_e`eePpN9Ong;WXKIwzm&~LH8fo%QsQIh+a<Vj@L2RM}&|0E32Xu^eFZytft!Y
z8WpE{>|$nW;ol@&eU;xlr9<?mVHqBS&g<?9&qejL`MIWcJR6i%O5Z;Dv=$hEIv^z4
z50?Z0YRhz(15CYirykz}Nh#$zY1!$dVhCz<IXn23s-Fu-VRlL+LlmAYFP7l!6yy2F
zMT6OK<RHp+CgjCd^S|#l|ICQ~Gl^L|m1x*}DO%naGl|`v+F5Kn>{j?MNpF4-Z%Ub!
ze@N)yM3Y+9Dph0_o`pa{Hs)G<cord7vG@*$@R{LftFR)WA)|4O5NDnueRXs8Ie&U6
z#ov1`URLR3E!5rjbX9ltVe5kUa4pHbO3p6M7ALD9K6MCPs;aD85D?>9h74yJ+X?Ot
zVmSfytF*h#w=nsD;qmJxZ2NzY4#gyD;3gt~ypIvJV!M`Zm<wi9dm136KpW;+X4-r|
z1u%2p=TL-=>#G}B-aYz=<BjD?D2T>|!2x+@4ARZUJW8?Edyk$64x`{nCQ=|Ki-l#4
zW`QsinjU(xn|Wm**~R-EQF%G_$Y`t$q^V&Vr+3iF)`xM~Oz2f($qF;(xLPJO4aZD?
zS_-ga|6fwL1LJe{$dcIND2roETYd2rf^c>?GDReX?L>sWW#Rd`<a#v|4SqK}9cY@_
zYO4Ke)gIUw2?Xg%ebC1fq&Alp0IKddEaY&}QbRMJ)dH+WJPNWqPet!SqIMkzAG;0{
z_G8yjKQg(u;gk_n%*Det&keQBQxazkt?-)Cx-MSbU{bCc@P==0vR7M_Bv))x?Sic>
z4mPXQQH+IDd3O8MiY;1}Asw{D8e=x4n`chl3dZl12c7T8m|T2MVEi%pv;9|vVa1lT
z?Dk~o_j1B#*sbrNS@Nu*sb30ET)-{1OkRCtkJ2+e%iE1o@KDsEeLq>wZF-q0bq+qb
z=|sJ182BBc{^xT&43p2{Q$*NiKqTln4kiYqlyHrWS5?bJYP6_e3KKRQAi59=Z(S1w
zQkxhB8$4g9hbi*Uw}?Zr5N09^F8Zt_7MY^__#PE2UKz{N6r$&Aw3}qFn7ZpkMg|bQ
zMt84Er2lh7Ei_Xv$7k*y>X$YVVR8!vcObh2Ll8<~yh<|VbeW6k?$k^485RX<bTEDN
zw(^N_dIOXXykVqP@UgSRoevb`=F-j~x2T3#nAjYm=FM8%4Wimk8DDiQK85{KmEeBA
zlDjnZ>GEk{{rUahxD0P18%7M6g3>-|n=PZJa#QDrOF`+P>@2CG3YAk_NoJq-8pbV_
zEqG~mlmINt?bj@XXg>z=ys4SUTsed@ZAC06=YAFsta=)tCD#GHrnL2ucEn|Neo4@N
z!<*95^}AsFukU{=Dmp4=)mu{j7Z7yE$Q2MCy$eO&qh{#D!%1SV(8fv1;Rz?_EN&D@
zC1J^kbjA;B@#0M7^s3D2bacJL3<iXdV({G08ipzHo08%mAMEBWsaYb~fT;HvHv~c0
z87%6~R9=#XG2#=oSptMhdFQ#^9h~Og*HIRFp@Y8W)MTL*1GJf!iSlQI2o{X%vD1Bl
aslrg!6g%-P7FZkpf{4kA7Kprj|9=37K5};e
literal 0
HcmV?d00001
diff --git a/log/zPythonScripteTest/err_n_plots_multi/IterPlot__MultiFO_Rho__fwi_CGREGINNCanonic_iterate_m_allshots_5_6.png b/log/zPythonScripteTest/err_n_plots_multi/IterPlot__MultiFO_Rho__fwi_CGREGINNCanonic_iterate_m_allshots_5_6.png
new file mode 100644
index 0000000000000000000000000000000000000000..9f43dcd51525404b83bd13aa2dd66e56db9b9bc8
GIT binary patch
literal 33104
zcmaHTby$_()~$)8lz@PMY+AY{x4@>PB&0*SyIT-p6PxaoZV-^}?(UZE?!GVRIp6tx
z_uTu3k3L)W`>vR4%rVE93*S$Y!YGJ%h>spULJ<{#$UJ)VL=pJY0RIH|q=7Lm{m~;2
z98n0LoJ0Ihtz-17(aGC8xzA@b+gwkcy!%0ej&AWB!%|FD3t3u2gO!nd&|opLh0ND7
zNMoM;!muX}DjHzP$ATZ*>gtd5g~14l2!(ngBX=`wH}@RdjP3=s74;v*$H;zG8<l0Y
zbuXx_Sl{Hdl}u2U1l#Ub5p9iLl!xK=|MJADfhNIh;E9z9pDgu7X5#*cM$`WyOpp<1
zWaOioW@%$Z$~8o6Um5*QH;%R+Au@b;B2X(8n7{{pvQ!o5IlUD|amf$YP;0y>3OGb*
zu?<TBc#vVGCDO`d)X)~nAimqX9h$SO_mXfBFW_54C~*A1U)gX^i61@sD)-F;4R}%x
z6;zi$OWSiunz<-J5b0YK87Gz7OI7IbH>{A-7Ge;+8W%}9E+&HG6(#XyY5^%ZA|Eu&
z<BS9JUmn%?0shgWx1(R)K6~^i*oY~4gpZMGg@1rptNXoOzHIdv-{BN5!UoaOMu?))
z7kI5hVkBjAt?w0<BSX@zgpZ-{j~_is!$ZCws?2{Mssqdpn|km!22KBpSW`t8S<6S3
zqLjKcLRV&lqP&1_lBC3v+rA0nIG@mX{y$F(^EJree3==4D5CAa#WNiA)E`3o<4w4k
zI@tzI*LTS@7f}=1bWEQYadstq3c=IJmPMq?ls3?_I3MW4iv4q%3}`?|iLkzY7=5g`
zF#C__P+c)Rn86q6EOf96TGvoZtca~TXQAWg@yM^S!9!*wnkMMo!vWDYX*(p;5+9vZ
z_%bU+(9!?nG5>WDmSkD+nzjp$O)n?CMK8&`)Uj7cve+5CZxNDpzprHf;HJ>zKXwT9
z+B|qaDDpv!7qJ+(El!k0sZNZ->lHJ`iJq{bte8}g2^{)=ZvQ_g)1_C0Ef}dLW#UC!
zbQ7@ERw=LKKZP-gEJ2o`JYr~<;6*_!r0P5B4dH*&>9+K?2!$Heqg1b;-G3r78I?84
z<k=yvYHJ9lPd)+0(fxeb|18UYoeyS&5er;Bi^98NFV2omZ1*l_r8>_HwJyE%$e!&+
zJvpyS;>hE)5QFBAI5KwXzRFh0bB?+x9#;%r^*_+QAJRJT!>wD1@w+{qifoQly#C0(
z(aB1Bdbq(tW$lXQ5%}sK)1;b4IsxK}Gob&C>t}0gBozZCd0pMIVy5X_{S$TP6MROO
z-)W*(1a|9>d7R~q*{$Yp`fo0GDSX#ea1xGJN`icA2UnilADpyT{YQBCarpRg<)+i6
z85z48h4t)vgU>&I#-d2FSudyKE~=_3PQ_OwzmJR$%0Fq0+m5A5-E7p#D>=po27Vb1
zmr2-8tB#YTw6(2*`{VAWjJw@kjuhGg2&XJzv_w-L3>X)mEE*#^-?K=4*24GZkn9ef
zVo1mC?#7Mf<0s#w#@DwHmL<t+XX%BKxLd*7#w4kU1@e|4+hFskAHQe~0?A!^;%O=r
zQJaw`R+LmGf)H(K+!nfF6G8&N6)}$5Lheq(OsC3D>dW0eSNEDu+uc|XRwH54IUl6o
zEn8g#jhR$!bJe^3uG>RdpU+)}JE!pG%0zt|37pRlwa)f;+Xu2{RSWUXZq^q+HE(<k
zx+4?D=l8z|m*>8DIQ#nu+HJ^J8+UHCRXLu}x$CnoGBNPxI(F;J2LM96+GRcumwicp
zeRn`{J6Z&zdWzN!Y|d|&(~3^_^QCUcaZ)+2fqrQa@6`EmiTN!sI(&AM*)ms!`8u8#
zFV|hyiLd(O9Y4KI?hPcUUZYp#biWNn1*>Y5J33oicYnRDg+twSK3~uV^W4ai2)}%1
z>pn%6<H6u(Xs2Qra4Z&9CTjAou5+i4-SFUICvP;X;4Oy3lm~@2t>*Z0?x)`v={|cQ
z9f}}E{f~JkayS{<zZlX}5BTI*%_N7-$~>3$xm5Z#RIa7x#NWitQ}e5hYvCtEx}Hul
zpPI~6NL2F!V=#BST5hg)@1!kmo~f|hYJ;gn(WtrZ-SiV$AE$NGT{Ja#)J_*>6%}19
zfNPF_&$zR&uwc<^RGS@5*~ZOZpIw#gIc-O$Qm7sGh9NRXF@7Ni0ifEDT~Lsh)xpAE
zzCBY}olT{nlno)LrM<{?->-J3b1L62az4vR7PwN7*BdV^EX<u&S3JK)@_%@q`@xRu
zDejCst?{^N-C>S1uWD(st!UER><iT0xcrWhQB#$AH?ge@Y&un^=94uSr#3I>Sr~NR
z;1!T8bk_RXJTYOWDw8xsRD`!TVqA9H<S932M0SnrlJBp776q12bf{MrpPsq9TpUoS
zA90%lL4l*e>D+gtaJn-sAb+rsgED`4nxIm?0|HH#f!z<2HQuj4Ewz2h3x2xYL}n(s
zY4^>n;p4^Hv9sO%j&*iFZf2G`pBd?}$JW9Hq9cCl<mCI^@y>8_*#+}l6Xp4L*_ZWe
z>`_u&RxVqVB9K%el*-i?clSX}8)pkOu)Yb@n7{Fwx$R4U&EGZFewViR-7t4H<2rd(
z$XV;~iZrG6bn|M|I_PF;&;2|bfyB4Nw)XC#Gf6&A5r4%E1N|XZL)Q|o>=(c<2rGi@
zzGus}tJ=11#2`y)eE!mQjDX{MwA^%;<Z!6LWq;^6qtSPJC2Y)wE`8_5vv+%vu8lfT
zogaC;H-2>I<~HbcK;oNKS-Fxy1l|^%4jXE?PnI7vx5g5Ju2)8z?!Y`tvQxHox1&qC
zX^K5KQamYANraH_?iG!g`n2=hQe$@T>ACUuyLpFZj&Cnc4C{GDKVz}ap0AkAzVltb
zi72J7KMX9K-IrMCG#6I<;L8&27(}}eO1lwNR;~N>GNe1~QocY_jHwJH-c_v{Hw9YO
zL7rZGxhsR;2Acr|Cm9-{L#*CR3SD>1ai(b!$4V1oXk}sZnTHF%+JrYONAH)RQ_1~E
z6#goVc%{kQvNGY9jgxiHTB$f;pHm*U-M5hQw{FEDRlU>nwc7>!$m}{I^-F;~ijhRD
zMjdIQsZ)iiIXR1BB^k3v)tSBqlhww4Yp1I`Rd18*eGP!MlqC;hD~*I2tOvVg_Qu{e
zeCx*?Oj_%`>&Zklah`2pXMCVAQ0Q2}EcaDGdmrbTI}%f$cw6N`RY@r-m?D5^LI2zL
zN*>Uq#pvbY3X+DJ{CPiaX8-<t&9GFQrV=*#&00PxfZ8`WEKf!$0UQsRpFP{2Dvh(Q
zj8v<}D>s?_Ty18}S0(d9rM!!1{y3tH9RBL;Xr-lg{5Mab`R>GR=bMGqOM+YlbJCQ}
z9KUbmyKD80PvMTI%<F6A3-Wqb4$bRJHiNUTuIQ(E@AKYU*c+#gTb#M8?k18htvBtw
zr_rJ~>K2PYx*5eLP04x3o1K=<kSh#nrSCSMsVLn~0uHF^r^rkF?Z?iAs!C#}^{YfL
z@A*)$5HG9d^7FMMi}6B2dY3nhS_8}9gkePNT5SPRCmXZ*H^uVROfmAxM7d?l;24C0
z!g;0hpwpG6Q$yNf-R{00y3@p%zLOF0a_n6KI_SLmy9ZP@F+l?|{>V9Qg*P94p@%sf
zVdor+R=t63Fe*e0P&NZb7_|yi8G~OdE*336*b^M1n4RIxuP-c#iHdWG<;N8zRs*Ho
z6(MBoRQVzu1m^D;1}$~#_q*JjVBI<0@PN8>;=Ad2A~-r;p-;xl<2}bdd=zIS&DnBs
z9+}WzP2`Tn*L<H*zJ_Zljh&1qe1<RKJ^yhUm~@wp98o4@t5OaZxT)-ayfx0;M6L-i
z%CE;m^&0(K?l$s#u#2er+RK?E|D^)U{U5yFHvudojtVnREp7K9+O;GjU}%U^Zl`$I
zgV8s36OZ+8&ZNKJ-Stb|R@m*VD&}sD=1#8<3ixJaQ<a~CcUBy<0QjX<J4HvIEOY&x
zc?$a}`tao)Rfk63rS_n=DL{l2*4}!k(q$kF^1QJ;pJ;NwJzl%G6}!1P5TvDb1mS_*
zAVGwxOfranzNy31C&BJg>3sGMq<p#?J6Z2UGq$PcdeGsiqj&3>ey3hDBo>W#8|*
zPW1iGeZzk^#WYAl=lR`|;&L$<By|%ec(@%jgS{g4+mY=mx7hyGT}afLdkrojN6aF)
zySoV7ZlvdqTb+I0Uv{|IukFt3G&hi*fY@Ag$`@Ti2iG#0a^e3CZTySRanR~V^E;_>
zm`Ih}q^I`EB+=)SFYb|}GS``tDHXK_r*+4?XR5bRuf0)r+)pAhac=Lfz%?xHja&x_
z7XZ?5tSmSCb{y4gnK=xc%lz1KDxbOZk%%ip9|V$r5Lj~QQXcVvZKI(R*l#x`fiHeG
z-ML@i-J<P?Z3URC*$hF^zd^GK%&snQZm(<4ro;<ICMH~VPEc#khg2ZT?@xo=&gaVr
z4m!TyS0oLDb<P(!NC+zcy|TT5p;noxG8&hgMSv?$YWSV}VEE+;XE3hYH41kpdq;@_
zPA>c1+v)kc3l067ex$o|Da}qYoFt}=ACC%5cs)vxf#k&__xbaT%TiRm+buzFFRlOG
zQKR{u<ErNo7)MqOpa)fJyWIsfn~A8rs(V$t8h5At^|w1ou9wHJixuVpbluvr&&$rH
z&eDcbhFKQW9Ug~Cak2zPzP-=L`v|GRD7D+6^sjE+@8Z|g-L(Z>Y*7e?_7bb<tJmWw
z%5pxGo6S~k&$61=T-^HPvi%D5l+6sdn4OJkXF<dWIoZ6PUYfMp@BFNQwXN(zSJlcq
zF|V5kR|m~}ff>#0haQK88j{xQGbpD8tL8@wvq(k0faltzB$cDZYT_Immrre<@#yi+
zZ_U-CejmOhW}@q>H~$?)=M{Urh@|%rj9I%YZDLi=e%Hk1B&mCqUh(p_%l0JBe%r`k
zdpNTlU?G{3ghv}v?m5AUyz6W?<;*i5)>DH%$_o_D#HDqo8>)Q#_)Zww$h|<>(XZ$D
z4xbSgjy@RSEhNfhe)Ae$Ec2L`<qQr#S>SzaS;cDkKy-y%)Q9)yeR$>pAZ^E2Uav>H
zc+et0i9LHtObGjbRyb{I&R&})I`G5+(&A)Zv`l;j@fbLjE*FUWjvrkXM}(Wt^;{7o
zrt?Q|)Tm<e(~vtwxNPriuou^L1dQZCRy?0Ob}VrdSfsVvd?I!0d@qhZF0<wmSz_41
zd+bsCe=5PhCGcR5Q0gbn=j;R89~pYdSvOc>;y;&hdzB<jz*B=hr)t`yr7xwfB*2w?
zVi*w$70qOm+X|Lkjj&=Cgk9kJIKsMWs@-hT(BJM!a~e7yPS({f4A$3F?T_jjkB{w4
zR62jSQx7ADaUKOo1>rL1<%6WaM{OwVy|n69U2CXUjidU%WV->{cXxUw=#NdSQLiZ`
zATa#(ajj4go>k9aSRjvH=+gRLktq&GMLx)jMI2y5PYw>L_hu}XW@ceYiadq6`5Fo;
zcgM`;@s4f!eRpkZ@2D$fZQxgXTo-odc@w%_4^uPC%IeC>ZX+(lR(Y=%VdF`)d%WMC
zVsi*%Q~h9_WxH8FIwI8EhcfhQya`V&cM1A*qq+W(*+JSI3JrEA>fROR(?{^V{t9J?
zAuS1eI<L+h)c%MG^lS8ktp1LvODM5C!(1wcdDYFLn7M}a&eMV|Np6ezlKxl@%_fod
zA~1mM*_rbW+Xv&^{ahDm0)-ciF|k4piD#A{T(0^F6VBE>?LbW&)*8{S<4X`0-NSVt
zZ8N&fKyz~ZR`y0~j{0(d|1>Z#*c>lhGvBS!nfQ6j>z9|ve0CA!ud1w?hV?)YTm}JX
zxgrRvDsWyz@KHVbc2~T^Q-4lD#O-w0m<m4Hcv@I<nb=O~ZVGUYq(sZN)W%AYCkI*P
zlRGzd*}2oV)y_#|DMx)gyPii<25P*vUD4UHLjBxEi)V$E=A$_%;9A!?f^xOrsU6WV
z!V=fFtY^ib)(<pK0pP+3;yEY;fDz^Oz*Y`*-3TXQ8PiV3L8hxACpuPJ+Q5wST?q`<
zi`f=b@%y?TU}=GGY;H>R(FaomyQ64Tma01@A-@a;tGgpzNfjRGVFL~j4-_fDi%g8M
zEmoy5eGM+0S*z_>y$f_3J<}mJz#M;-HcdP|<uzEWgB$~E|D67??7FNOjz7rcltSKe
zGRf3&yI+_!@!UEBeAtqN(9L!i5fF4c_)GlSR^5{*iiwzuV_ky+6qx$S>4o=3b3^${
zkKIu5mPQoYLU_@gOD7Os-C0AK{A*s9eg&1X?U4lVDrPp2H#L{!K~wH`Y|pbGEM_wn
zpd2L?oU{(;7znxNUdq^S9j|k`E>NqckiZ)qLj+h8&2=WgXcuw}P{^*1cjx+yYMpFJ
zQoOxae+$MgE8J(zN9T*{F__aD3o8n9<SFRQFHYB`v3Ak<dFzD}rc;GKbLD=P(@{}4
zRU?(Hv0{uS0q_^?u~=lm?NQBhh|T2&^T+wv(Sp&hr(&`pZ1t`81p9{^+xT9^?j;8h
zkGu}Yd9p#<>#NTMt_((w11sA)dw#-1R?Thce-*Prx?vKuvXQg!45!Hj?wq96g-N#v
z(&qffOu8aeGt%LiJ|soMNXXTkHr_@av|~L{X;Da3z0b5Aj`oJS_mmY>z&0ZFac0-W
zE+r{7&+0@Nh3~~MZdO*?D7Q6*($W(FpX0cjZu7If@sd=PSFay*F8*RG-5uTei&21B
zHlGom``=X?0E|Z3wDRV~D>L<@+H8?HKJY^&qN!MHb7Eh27DvEk2f)boTDg0P`FwDp
z_^aWZYZJ534R2n}_P$xjNQu5}1qd0c3!uca)f0AkRjbKDyX^_rffiT&yT$2{08faV
znwpZ@XFf>WR(W~J)TwDT)BvcB`21LYVQb!}wXe&E`FrwqHkbydJ2Uh<z;;{=+M+I7
z(F(ue-5pb@!xNoLmxn{yEpa+&E1y$mHQU}V8&kTSQwHI^|Dg~JVui3+eARoq{S!KH
zLUW2E#v0jr$BBSlx!tdrCR<r-Tf_JnLOO=nhe|MXC?Z*jrt-;d?4HH^{!MAFbV$F>
zDn?3!&-GM__vRAS-A03M+-j!i#oe-d9rgyL0lL!j<{`%;>|g1Zh57mJ_Kqm%1WdMf
zO`$>lJ!eytB>u04IW7qR4bjik_F4no-A(7V7wq;v$-drUGlX5$UXmQs^+_v`!+R{Z
zSy|)EYA%vj^>}y20pJ*>MRiVO-}rH(+$$)>yYZ>LXnbVkf?fvsVF&6e?mX7as&CNy
zkNR%9iWJl=V`t5j8wZf_r|u5BCCO4UlN^^){M{?REDYtV*soe$px~Er14Y|fqW#rk
zE0In~j6WT>w8C<)KV6+HZSnfdk(o-3gDzWK<$6=tFIKHUfc}JvU2&Ln`)*a$U-n`G
z)!to$^%;0ym5aK5f96h3;k&zz(^TFD#Aa=~J(BKb-7nXzyKV=_<fY^B90v`qqo83w
zznN6(!}&ZB>W4E$8aS*ck;G`)geg_a>)sfOvQ=&}KR8gLU#{7FDV4;wFajtsX`yI>
z8NJbLx4xO`N%dc{DXqN9L>}Mk)K><foHy&My<{dUjYY!O9Dv*upxx;dbEfhoj1(nd
zOiN<XzAAB4_8swMrnRB?6a`iNyz2n*?40z?QZ~_(ev^wz-2>-v3Ns~{F3pn2ePy~^
zzPR$e;)8A#`-rWoz-FvsYn8l%t2&CR1`v^e)u*1_R9^<Ma7cJ?3HNCl0`A4)#AF}`
z&$EPdACeD=7rk^u-0yY>T8UOhUy1RmfXjN+d=$O24uhBP$>Wfu)hc{7!>2z~<397h
zZF~=}p!GrxAcAj4N#B9Cp`Dus;^UkULn?O7=sQ$0(CDc44{C&GGNmO5jlxk*G~IM}
zbwhKwzvPJyal!1Aqr;Fnch7kX2I1H74Lsg|Bw$fF$bI$RXoZH}_VTY3ey=x@;`E?L
zK7PnVG7_64{NUmOH0%ryOp{A=BDnFmZ2k(X%7_fVmRsd06zZUc(&LxDnJe4x$|}aQ
zYB-}Sv(^r<X#Ce|{o8h<M?;|;{9>n43RN5rOf%R>h6n)G51~cq1uZYDUIVYs;kzG2
zCmF7_m)e^@FNM`Z2PnS}y<W$4Yn{MW@T_EnFVG_X31WE{FvTH|bS3S`XsSq=tth;K
zCD4H9oir!ZH6X~_hb>#M9WT-oR~mhl)pJNIwcVh!y~M!Y<_xG7&l&+F`H=IFklv0y
zq`J=MS}{yt|18CzkXK_m3O`uO<|tHlc-vlzC6L!{e`7aLS{wqRp!zH!kkH9S)uQ<^
zPmf|HI?!J!ubuuVuT~{5ZBA;LtyL(%(o^ml;pFox_ONF)pY}rXtC?*QkaCu)ff+tp
z|G;n$qn*#Ky>uV_6?E@k8;Yc!MgQ~<vx}_&H4U};++H`xB}Wao7LCNFVL1s7hKBlX
z2y6IsRB7d~1O^m7@}lTT;L{#3uo7x{qj~*zN&oxPF~pz5>sE2EYXKw3CYOV}p83$9
zWSPZh+QFIvDQJ(}H~k39%3??KO`SwyY(WhaA%|OxR$Hh1*2qFJcrv`!_EJ<N$adr+
zb=PfQY^a#C%^N328WVluCCPos5N!1KtvQ4LTEjp4ct6P>3}}(ut~=D->F6sCVy>`0
zdfLLs{t_%36zw<|s6N+nadrlosPvh64kJ%7dO}9$M8IJdF{pz-{tN%HCVvZraYnq$
zGsvGTvgcRc+%x^QNG0fK#^n$Z*>Mi!AzB`m(i#vI0F&iDazz+kHbqSE;Q$Oqg!SRX
zRDKEkiF}R^AM>UoDo-rr^+k8FF}xH(?ss~t@8aQ_)(1JqhT7)_Io$LTi$x6B#-R<I
zqGj~NkTf?xD4{<;6#p@LhncLD@I<npWznyS2oupZBWMjaGah@F7qs9Tx_mcYCze9s
z%fGYU15V5XW%$?YC!$FLi2j80pAphQ;k!S0cToEWQ~mUkN|j|=tH+vtRV>pjo1RIm
z`azerkr~T}IDjX+%7fAbIX#fY>osfmz^|v0O?~2|T==SQ6Oftg!W8vF>wJoYUj|%g
zZM@ALZ5d!BZ2B|bw;-CQ4{RdX2<`reSrwUjQ5SuqgS+1>Er0mlChVn=UrE>HjTDhe
z&D<R9_^Q0AlOi9kJ4}1jlyhQ*s-+Jm2av&2F`qg`l*BMnrl4uKLL>zuM!o{PvXQB1
zjlEtD-L6>Do29g}ddd<BZpHrimjjZ}5^)OogXn&lzmr|P$E(V>R}kC}_gnRL^iMAK
zJcI9k^ao_f`Or0?0Tqrpl(!Wm?9usetuN%cro*we<Ae0VX<*brzu!S<HN7%CY7YW9
zWh(h;HbP2S@yiTJ1NFjTfkh>V0o-Dhr*T|V#avI(IU=ci%Nw%RShU2SO7cpc=s>)x
z3ZM(SgM8r>63jq=1j}K(y619VNJ&83i+_*IpA{1ID-n+(mwuYeS@JH8$m+?=NjRD7
zyD{9Y4rlL;Ewss#07bnQrN4J2LeSdEXn!_=yr@+mhqy(fG79^$Vx)&LOlj~Z-=wz(
z_z;jT3_If%g2UTho6#TQvEo1eXf9|=J@iS!rz%8eldWs55c}I@kMPhW1m!+zUj@6S
zAph_O*kT&q{kjFK{=lRC3k83DCW(bXgAb`x;41QxE)fF{)z9l>a;k~#M9Wh--<0RN
zi?QDLb7di9ro(%A64SImp397rj^>k7g`<acNGP-j(_XtkTO(-2iDKhI6uDTI$YRix
zveTA(YI#}Q(4!X&3!X1wyKEyF=TK^vnTA=7d2!=OWW<l6@+!|6o}mCkgg&`vUvDcv
z(8$8wFW0{hR)bbP^511-x;<8CjQAp+wS>3@4iOvv`5e^0Bo<9Ma#$fWLQ+7o5^?^q
z*?3|eE!!XlA$dn&yu}zHd6rcr(c5zz!=J~HW@u)JEU=TTqFYy3Q;yu&CT-QL+y#H;
zJq!60q%;mX4Pr)XFY>`s`bu-s6Cu<;;RAPn?t@h^FwyOF|1q$)D6+U64mwx+8HhA?
zP%T1U3pWMBIGvE-enmf*HjO6}4G3zqi8$eV{zSF`S<T_(a!n{noRpJ=j{3a?CUvI@
zlUmSe;TP#Kte6v}eMH2+_!(_Ppe5m=JD$e+9jk&(@eCm*UI+;31!%9KzvKTP5gC<w
zsv6$2+5dqeI*UlEe{JQTz1=6&#O?U>o&!Yj(lQ}fOSwj~C#&Z`leq1aE})CrPqj3i
zy*X*_^G>h<)4Momn?kl+f=<@3VmYql_*e+}SB5pzJy?y%;!c)mjkf1(hz;~<lmb3>
z7^;@9Vp+zDo_Q<$sUWgcQI^rY|N6m-526V7fX@Fud(fZ%+Oa=@fBzFKPm@tOQcxFE
zpOr-(?#Go;(Y|2aaF1y78N~i*Dd)(|E#cKAPOb2<L%_2|{o1#8rCS*z<tZk02uclo
zAQ`jAi+*F%wgHA|CPRqmds2OBF%wyCMf3z@?~;+E*L5}ywSQn~LXzJt&Q5or^*<IU
z8i1<5X)i#~%)*_XC~OlXTo9BWdD$(@Jot_xxB1JE@aq-k*qDokSb`-@rYWwAPPjMy
zBQ^>k;!AWAwa#y}5G{*JM6L@*bjJ&eRv7uxFJj`KZK&d_v%QqrO-Jg_uXu5Dr2B=N
zcHpNbrO*Ba#edN0|AvC1u$bs<V~;;<V50*1>9z+!+o{D*M1VE5ffW(`$DkIi*NeDy
zl+?toAj%PuS4y$nd{DWzgS5>Z8juWPIthwdl^*wKuYPvYBN0<?3z_3Q8kMGJ@s3i6
zyt>U#)(%$^jQ}{9IXjGOl%++t_FDXDHb1w&u7N}AVmmoiYRhG}OE^$J4!8_`+)KlN
z_h@X454c?SvS6jb;Nb~=86fWhRk`tT7IFI<o{b6Zmv%P09Qf>JH%)nQQ&Y-<f~)B`
zZWw8iqEpI<)jq=aJr+;)53kACXU+$9+g8WOwv4vMN5{Z7J^1>G2Qf$W2bEnPZv}Mv
zW^i_IcVsJPDC&`ojJJ%9w*a?BXSbPt&f$gwusNf#ln!pIexNXqT9xIcKe{g?MCg2>
z@cs@5>E(r$yL{ue6oeIfllla#e`S&{H?mUo2NO$$y{_j((`9>At1tAiablRyzE9fo
z2tfdwg!kqb?ovA}D<?<sR=t;N??D5>q8?Ls+1Q?+vE2YvS%0zGyIW2Wr_(AQ`@DnX
z;3Au|K)&u}dug8QTEb`R)w-WrtyBK=wOj1=YE4E|U+<~&S9&~r>+-wn!h)?tho%u@
zw|$MW+BMB3z-W*FDrbFO*WVEe^GEk1i{@PzW`0TI@>!w$#{P^~0J4_gJOj8B16A4C
zvTfoCOnQJ+QSaVcn=5a6zOi$(Te0K0ScQnb5IrcMVoaP;2FG6-*^f2K<g^(+$Q%@V
zeq+2lJSOw#-scmc3pBMo*D%&5bY9emV>88P_%Z%@J}x~_3IZ7peB(Y9m4P|9x9eJF
zyHI-u9-f%s*1Yaml>QkJLh?e*edpf_irn>Q&9`rOoS;eShtl0j_rl7dZueLR)<eI>
zerw8jB<5gG{~JpE$4EWgMj&)r_d>n#g0`m6=SYzlgT54RhQ`?134fmPVV;qt;Al8i
z+iGfSTTAqkgYbBavXZ=?XRpv+n0lv35Bpk-$_pwDX-a7ebzO6y@Vdo<+@J!Z8HVp<
zOL2A6Gv)?<@ppZ^f$E86rrLx?UJ?^qjfpr_q*k$bJ9URoDDBu;J~om>J;4j7vQ~2p
zDJDAvMc6;-Wz7mj$CH-YU<8Ezd5TS*rl~1f2#d@42hdRBHIcg@AjWLZ)#m(LigC}6
zwULSn#Am+-o4YEO*vW2%Mi7lu6^z$9j{=qxD{B{Zj;;aM=DOvQ&^6$N8IPGo#x=YF
zs+LC@E;}{a_B$r=EQa-E@`|-i+6!Pn|9+b?R`FA6Z+FL}Org*WGBU8=8T7TudeHR@
zw+5(j>#t9esKHtJxzlsi_T>jlLT<Oq0+~{ApH#WO&`KOqKR8#a80mOCms!3$h5Lup
z=9q)fg{RKPS)ddbHz_%_^9gJ$tjWa)z`w-Wg03f!<rY?KCXRi#wVl>*TiJ=yaJ(vM
zm#SQ>E^#`}qN6!e6Z0M&LVPI3(SPb}Y=Zk$K0q>)c)z*omR@~TaGSiuxR0@Z4(HWy
zD(#$iCDihHD(9QUK5lo5!~Hcyz*k=ER;N_u@XtzKmHxV*{d*w&;HNbKzj&)4X{l-#
z2>5=^lMak>d4+Nqw9cYyLBYjdp1ef=rNdC#4Y>rK?eSn(o&CxzAnnxOo?u34*ctg^
zVRZ!4E98e_YIh}1#8*ZYzFjMCMpH#<zHE=ai-gG9)<Y)hI((ftm<!EXf=pGO*~vFv
zaeF1H!l$6?k}hKpXJfI4XqS2VH^YCjb{^yrK=N)TK{4FXD><$oil8O_<=i?tYFdAM
zSUom62FNCR8Tj?84kb+_)h8lYx8}SuMDsju;Io{&nwy32Z^BA!d(A~Jwq0B8>yMj>
zX3sJm3*#-CMxL@T#eXel?Qh+}yypQX-JARMrz(oFvi6OFcV~b@{~sFFac!SoLUx#N
z`3ZwHaGcwNh!(2mO8RfAkE`JK?nw=NZ&ySqj@uRvplt!#)%&YH{}-rZ^*aN%M~Li1
z=Z<aXmLyPvR=-j{BSU7w*84ysjUw$wr&FrB<eI;_Z{27Qz&$;huAeM7M=j&e4JfIk
z8t=2S+n$kt08KcU(sbj+jz=%Mi-B&AVabqMAC$K#rqg&M%2UoiRaKFmKGcH^HMebk
zVsuxdz~fM3EB3ZETvP)8C|qcEW8-@U`m)nN%R!3AQ)f)+o5%zW?wh*=rzu)|HWSm#
z4#2L*kWS*A^*5eWt*@O`##1)dd}v`o3jl&|ty*CQ=yw@L_X)bX=%+JTdtS%)?FwU1
z#oT?MZ!EIDJQ51`a$OJtm}FEvOnn*^zY;)VkuDI3cKge_ib!6_@z`|kRDQZQ@M8lg
zUc?yjoBQ_??4r9%7~NF~W&f=r!g$Gq#+>y;l5iJM2-z(}tdsV(gtq^@-LGW`91CK*
z3#-<eQX&!*caJ2wg)|4a3$<)4Xlt;jY(VRy83<$hkoE*DT?HRaX9zAn!;I45Lr}VI
zzl@(X<sO<4QdTcGmns-o2%HWyEfPEI%$z@82-@vmQ4Zuf{hf5(KaN<JS~d6fa>CVS
zuI3_<qTqQyS$}^1?Dg&;9*9$CbG>QhuCiZ}I0aDNXDY?28XO>V%>8vm*R^=lWkKN6
zFG~JpxWMicjThIyFK*&}13-y^KNwv6dzA<r-(Ri4ebRwnz?FGIR$uo1BCVOAU0t?h
zBO{K;#B9~t0S2p#bGvr#KO!giwRcOTUw*e)*^YuY;@s>_%RYB)VR<?KWRFJariAO3
zAF>wDV_ko9dRY-EaQ_rp`=wq~R`#QLOh8a)pFRA!<{0*JN@~l=h&JB+g~qE@9)8S_
z8Wr*<&rgx4d+^;F-6b!5lUwy92wqFwb+Cf6$dGj%af`(5`qPIU1Np5G=6n(lA9a>E
z96syK{~?GXY~t2_wvAZkWeS<2Ugqf{J`vhG)Vrp(<}_EF<Y;mJwV!lF<Z!D{@8}5y
zv_M9{)|WZp+?jd3#=~@1Hhm`!0bJwrDTSao1~<sr?&!(M^xa9}*=o;CI}mcZB{3Se
z*KwGrGnpsvZqF7Y=BpRWtMTJ}kT>ja$HDBHO&zy4P6diZcDJ5nsCNsx<F>*uJgYr(
z`hGp|p!4lT$n)~qTao0*qq@sUge75YBgdN)`!(+KrbOl2y%gUUyWNs-#U{vJuYtl5
zu1SltUs{9?`1eQ6w>E0_Q<;UwO3N2(ZZg~MY<nRW_I<Z1sqlNyEUBd3@!S0#lAzaO
zX{xONbk<(_oQ;l+b%Qb!t<KY<;$_r&WgV}9x7+u*<-wGlRGoX>i5y$rgWQ;cT?~l;
zmB>m2f|n8M4skUcJKh*3=e`(8xj>3EQ>@p$3iM9osYbz{a=-j_06b5TnEsh|Pqe1H
z%lTD5Z~b|8ruv;hZ$@vNJ@Cbw2B{tEO`Mltoz2@RWyv^J)3#p+Qrsu2*U$G%6zgrT
z0@Zk&?eN+1?v4#HC3#lhO=+K_p@SZ{vHu3QFmYuXCCG)u84lR3m_^<cmAq~Ldi+#8
zzs_z|`UBZ5#>TeiYF1sr=$aP7T|;}@tAru?5j0J4=nl{!mZos$VN}c4R+pT);?tDf
z_^hk*L~W|=Ztr}*5BY?Nz@?!%<9sVL@o9|3t6*1MxY$t4*iuIJvXU#2P>9#|Wv`P6
z%<y$co-5^_eJ4>F=sL6PI;!2U9Wkrq1_4BtM@3&b{zU_;Isb6^zlH2?CmA><>`HMW
z&2TZV0~QP!N|fubM=zc*Wv1tOo6C?+2k7qgbkJ01lyG6N!W@lawZm%#`LkMbiokCX
zi%OFFB1KrJh}pEZ8_;-E2^WGy{q_3}CG^7h9b2<EqiZOd;T)SN{qTD?7KDgPw_YP}
zgs?hj=}(4Wybv@Srj#7P(#-Tx5`;boY+|4}lI_j6n-3bupVG(j2OjKS#lVAdMCTCn
z6IlmQiOwGfxAcQ%51XsuTa>s6j8CbpvD7Pii8%_tbeg?z-=3)-5=$e|jlar=^2u*@
zf6ITPo+ph~t1i83LOSl5#l*osJhb=I3W+!tuLhpW+_h75MEP2kceNMJ-hu^D74seJ
zKu2EF?rJ3?JIz_CL7Jal15etGp0$qagB$ngg#Q1?0RK>N8sBLCFChge=5#u&VNV3X
zG4r@DqilWOr5RBdX5{^<JQR)+iq4E-)9P%AekT)WG!_?={}SeCpdB3HO}bx1r$&zF
zJHSF1HnEOCQgv$ksS7k7Fn_>Gp0+NXN9^=Xck$%hqlC56WfbORfi027(nca2)%8Bp
zB@);ByGBLO%z?~g!7D~C|1Maxc?2H55)cQXkI^-8ANUv0i~X?X{$U+H>1xRL(|IH#
z0aQ{ilgLw<Vsw@I@-90IvKJL|vV)=xPG|};I;*=dI8HWwVTzmdObZo4q$jL=H~lU#
zNv$3W?HNS6!tk`8x$7Gybllbk`hIy7({nz?X*by=Ls%Hn=cVNWRTqjsqDHXhD{^JT
z%MlD=R8)kLY5EPEyn!)MCJpDScul_SjW3#Mr=|Rv982T*r?zW+NZ~jRuzxAs|D(?R
zm8XO-(KqvQ0v3rle&k?~WG9A#=rRIB>%UpSTo9}oy5tXq98_61V^3Spx4IRWI)|vj
z0!M=LMx_drQ!}I~sA1|u8^X$yydlxQzW?-R?lQYsw=x~xNS@@9ZwZ2qn5ee~dL|iU
zEJNFci{;C%0);jRQWk$Z+LLX<=;-5nLVw_qfx59A?I$~fvwzRyn@5lfuu3qyR2COG
z^%nnAWV@F*|0!s7ywM#0+Zr8qkQ$}w#9gjq`~j3e8J^zQ<Bwcrg+L7&`l453S_2<u
z+o@*|Igx?od8dbzOsDPbN5EqJBcvl%GTCAKh=c=4K+ZT=-a8o0*v6_xte2qUl@n)j
zb~wp9R|CVBVV#h1N|qC{c4}6fUqqGk^dQ#Y3=m$}0vbmZt37JuZIpYG7YDx&9;>J~
z!HP$Uxa&5FE*<?M$zDMa4w~mfq<qNvvlmgM5HB^tKk@Q+Gd{s0J(@lktQ)eaQK1Hy
z>G4)X@=3Nad40oU-IM2K+g_#CX%R`1X4gVW_moD`mK#2AVyQKcw?!o`_w`5f^Btn!
zeUH&_IYFK@hf3^pxS*p~gWV$90pXO~=RHf7-7mTlVuejcNXSGcH(Wm(@=1;z^pu>j
z;CDE*eMHOA1tncebI9S4At%Qq&m~wipI@pNJkW+cgg4SEAmi$vGXmW4Q48E31c@g3
zm!9z#0~v%B;Zktno0lQ1n~RWGVU$3SPEKKBN8S9KYHK8NmkG^nbZO<lh{-r9ts9GA
zbYEoD;H1(4ES8#%0E{SfBqWYv{hgg~9Q$&DwM-J;J{K(-HOwJHOP)aZ;B}kH%1SEx
zh__NKs7>W(Cj(87sBzt%k4SQlzer_8R+R4o0gQ$BvNr6@Z{1qar@<~-C|pN2T}bY&
z>BQ?0()KZv(Pw|#SR7b@yCt21n7*D_4?6b01f$SrMdF}Us--jrwBik=xjiA0cmuun
z5}+p>gH_YG%GX6nC4Tt>QqjdLJZ7(2j1K~Oe^W>MzYd#Fa^oEM87N&$ny?=rXoK6@
z68?Uer}I~c3{CTxAv$%3)9lwvJTT{5ZL5z6Tw<nFk?2;BR*%*)p*c^ODfUJRFm0Y|
z*ck}r*@0sbG&wRj#8#-<$;9+>nTg>L+@i!9USlI9${HfghOMk1r_(g|j?FhTUNXFF
zXGMK5uI@w0BTT}c?H}^j6aUhGdK6>`fY+3G4#zLcqylRV@k1l3Dq~R7X6lF}uj6lK
zD{I&oQ@Nml&9LYv6pQ3^t4dK0a0}duO3h}F*<{K{>DIha4a?~b!c5E>7iN;FLjdQ9
z*y_ilt!Y{uF_UQOc<>rAD(B%AzDzY$5r+&AdrVXHUo&JIn_3E4mX=sBF&pK;3>`$b
z-4t+}Rr{^7DsOB9@T4&|Qg0Fn$#=|NIoAKt@$RAjAJBRqdw)Ud;gFN!K)iI{V){0I
zQSTsE%FFH~UBq+QWQmL@GkJ&k$`_{NsHIMn!<LOA8!pLz4hbZC10As*p8(&&(;%{n
zeIOG`{t<qagUC}^l4x;g{dro^@X?kpZ23ay+(Y{WPxk92AEEJT1*L=*ttHdMru0DG
z52_|f4r!!=+;0S~lU69{nYwI1>p1BZ>_tgo-V9DDsxF;nHpxzkcBDYBl|B#ElEPqu
zSKCV_QR`*{2<(gp>5sjbCDi@sUWog*_<es~{z|#H3EGh(X_Qq@Hv~yX(Fk$6;SI(2
zeVt(B-$Ozi9lkGmk8f!+B}w#maahMZmuoEwFyz0v1~I;`6`kO$8~XB*>z7@*Xp^So
zI}O!?-yS%Y=^U~f%C8+G;qE3W+yd5O6ot~LB73_^jQR3@aJ=jBkSy^Nom>!pE?-O#
z`!bcG(V}%jl0lo_u&6iQLPZWWU3#7G(1|e?$=g#6>5xXE<xTR|q0ZnF@X%{ZVJ6)R
zaz_+6d)?u;eUwD_&jCoNqPfrBUza^On*JGct$e>Q!0Xz;k7SbzEVsK*GU$1vNK<5A
zBpQ1}zb<WE$r%hFY0)m2VxXdCCHF-c1jmLa=Jlti^ndbC?<_VRF!(NNvH5fXtqrwS
zK&GjkEqT&tK<~9+a@*{gXE!;mrQ{~lyAm?Jor0uSU2RU^mNI3uaUz_~g1JB_c&*8=
zj77{_RkaT&vLU0IJ$wWX`st68b3g9d+Bu~YO@>+)7q8$k*7y}bJ4+?QzQuO7_Hy)m
z!{q<;5*V-z@gJ{`3>{rl;l+O%nEv7?&q04b2|FNh(L&8OB|f)ll{Fz>7#492IEfXf
z7hR?w?RcV#twfF)kt6M!Lvlj1P)YG!a<%=ECf#D6$W_LI?03SOnL(Ckv7|k9%TThV
zHHcYMv|MQlI{I}(l*Gvb^;Wa%h*U4!6Rt(S!{QY^!vfqe*(^!h9+{?(Cpn#2N;A~T
zGe%`zvn@<)QHm6rfed>bc(5#|@lbXl*!iSRH;wrfujF<^Ukb+GH1kIWhMw8*9se_d
zHoeh|q7aCrC3nz`&LSr{3Hiz>o`*ZL0ZRbYwJ@3NrG0EoQyGk5?o7}<IW#Rc)Jd=r
zsVa`3K|@p0vGo@62rIP%!9<rohwIPV8ik+*buTAx(_FZw7*OCuUA(tw6R$Zuls11q
zbS&L8%1GN3#PHZ)c7&yv533vVVgk2}IF-w=pi3m+(S^_-y4vUrc*g%}bkhA_$%dvz
z_%(O|j-SX$($-S}b2g5ksb}zAu3#+bN-bhpOXq850dmrhY#SV|WZ0~m9#1iSB!}jk
ziNch7vT|7c9>J*5a1bv;nT0|-Io1)~Vm0l4Gp9KPdNJ`_%G!@bw^jZOJsiZ^`SpD;
zA%Dh#JE}0a$nMClvUhXMYsOuUdpr+amn%gu!Z()rEOemi>b;n2ga7@SeqGkm4rFk{
zxY)X{7btQ5*a5$J{@1y9e(#*lexMw+H!5!V)Wx_FZ>XGN$;}#%mN@Wag(n80FbQ3P
zPY)aM&hC;CX6ae#OHl?7ohmTs6YCj-s(&1LiqnaOHK>cL`b4=Zn8`~iSC1qED=mk%
z!nYtsgssWBX9hg8#Da&Qk!{f8a{*TuIyJ(L%MuI;*Q5|vpP{BPBa5|<=$&dx878g_
zk^FtWsic%}s4>gs_?WXMY!XE&O!MO<u{FO<RE<G0-t$La`<~7L>HaTA|9fxlPab_v
zKN97E9P+s;JLr{Jg=+L~ZSP@&Ds071DT5~tiJYg?Lt4FQi|DaPYRYQ5k`qx$VF;(3
zA?unbyw6w})9xZ(uRJ0~ZVo8zFeM+Z`RG4+EiOy$!0L@TooB#2mnxBMj6|Jnis%x}
zQm2X=f?lq4z&1RK3z41dTNSjLGQm>$ox`4;N5(W<b@+=Vp&X$B6m_VjF@X@a;1(&<
z(jxg<<074;!lXCqFKcl~u0ys-obLd3=feYy1W*fS^M556pc4d`5{{gCM%ZNsZ8T}3
z5Lq()8u7}jBEjZm+!h_Rp>GnLSr;A1h6akz4i)>;TrTQY$-IQg=L68T5Da;e-vRUT
z@31k8DWMtcTI(Nrebo+W6?bFX8l|%p65C`JI^Q4?fD;;--yJENIJPpzWHmQ?*9^mG
zH7_lC^M~StxkHxmSdmKnSlIUtZV{}5nBq<^DoMYo6Qpba0}uUHXph|0cS=xA<Z5!;
zq!5*_rc$oGw)^<TnSjOc7&nuMRj=n~nO~kt`GvW=M#X<OQph=C&%Z$pcB*>audY&{
zes5;v(Lu%P3GOOT;F6e+tDbqVf%>tbA%@t<nOw^reHT2Eg3O%i!XCWexzr*Q$8{Nl
z2t8TzOt(3}CL8)`2sgmnx9dbEY8&Oq*(=263-Z_+GWbR89sxjrLC1`8S&R~4%wNm-
zRe7;`@kj0Ul@CAPOoU<=R-J37*M4J96^u5Ei+;aj&F2s4Q#neaxjjGhOlQA7530t$
zsCysi+J-Cay0k?hFRv$BE6nr$?4sKJN{5bOu9XyzS#RQRSM1~=Ab3?=l}iaLFTYXp
zf<n3PrIbkwWG}%lZ<oaw(A@YP;hIE;15uSpt+4yut4{9d>x!3S@d@qJ>=!+*5?#ln
zG06jL-due{9Rpt+#|44wfCl<7N$%|z;P?K1yV9tAu5PDl?i49hVZupnQvrZ@4m7FL
zxEHP_*vt3ET=5GC$kw~@xLc2tHG7|!=j#GSlivJ^14K~1Kj!MXU678J?vU{{JR{m6
z*=u<Jh7TQ4U*2AOy?W^dlc;3wt2C9JJ;elbUBnvS0(Y%ASRCm~EEYm@>)p%O9LsO(
z&3mFPzbp^}{>@GRv$>&($t@tgxgWV;&pH8(n)gku`O2jWKbv1xER`W4ifwI{CAqEU
z15(>xqvw+qx^k`463`NB546Pk5U`b%iX5;VTt2(+fa<p5x-Kkb4C1+H%c$CUdU;m0
z$)!O__#Ekt<FXfhZ!90=Z0<~MtLbXjJ)@||vFSVnC*D0}ruvV8^KYl-753c!^vixl
zjZc5Y5eLPlb+Vr<4q8UUbqCW*BznnP;D16udaMhfbi?6F<3<|0rg^1jUvSw5rPgBI
zK#DCI{rx#3@D(^rsktL`@;wTVo{cK<No;-qH-uI-g)FGFGnA3M3k`BPXdN4%-}{>R
z%m^y{!F&XaFNJzEOX6uQkhrNAlO?~R=p`4ezccGXrr`QMJYR2qt!7uNWb->cYf7=$
zBqtvI*t6e`a?*kje{~H}2(!Lq-uB?PP6*P$d`}GK9rxbK*<9}A?9Xc9Ga7VS#h+eK
zNp8&?K}WY*MK*L8&zC*mGSL-q=g|dl1>0cwd=MmT8nP5jsrSF~F~w<_YO*?rO?UXD
zL&}j#DPgE1_`vb)@)b1mxhrMMuyf@>N11p2qLNR*=<;a+4A?@XDH$0v-Y^wkgS(q)
zxiAcAO@>^cJJ&h{Jzwy(gDX&feWkBE9bK~Dnc^`V%6f2o1pYccYSpJ+tFBH*>y^>!
zwN>cS0s_`be(;VDri%zuBoWo8%J)vIEvE_&8xiHc1}*y@JWg`xD@PYRgE~Qk+`69`
zv9Odt@ABU0hln3^wf-KY1l|UJ-@97lc;vf&JPdBG8zM8My_K(KI0Tux<-*`4K+cTw
z)DZ;yGxTM+T9S%=+|%CWuT+b^(cEP0Y>h`!fisPVnBX0;ipoh^5F^Pm&4g>Len{J$
z2lt0(l4-$0bN5SR_7z@Y_-|ANE`}r3Ja=Rs+-TyiLlj8s(cLq4EQV4S7>^MvC2o&n
z;JAIC{b3enK4je@^v0HKFaV;Hl$FKAnKe3YUVVFcr8b`6vcImBNoW=#mUz|4vFcbQ
z)~t1R&|${&81XJh|Lo#(z=Iqj3f!2iULKkRoME4r8}`F6jYxBO(l_^=OdqTUD?BIy
zVq>ei>zJ#{%G`iUZ6)p(JAkNbXXF3m&#eOy;Lcd>HJ80<!91_ao=5$8y+0i4W~y4R
zvAtyDD1zctl9$C%?4E?+)U~L`y+Io)23m!m{?a)#I)5`)Xuoan8bGXm^E*A@QtSj`
zK2zVS9t_=%8Zg7jQxbV{BR~>OJ4321=ClElr=&PQrowQzft}ISnw$m_puCWn+3V9#
z1qt(ka)3Lf1vzh1dgH$D7@<#>v!V?G*FyaLN5;!FbfRdAE8VL5m0y2{4v>1u-ZTUd
zRxG!}DdY&nP|Eo+3!+o$Xz7U5a2fW!pmCSY(&b-QW0n6*eC)uuj@7*ssMjK89!(aQ
zffDU@+By9GWtvJA<k@51m$Dm1pJlsdnn2BLT}RWgNyxl(q9?_rI#FfNbAeftx!f=F
z`ZO^dAJjlDAQjaDJYAib-Ec~}Z?$iKRebI-Jp4yT^640ndwTKEV0?O{1mqjsnGyg^
zDtmc^>}C)Z{f$H5NE`hA$|ErHqtR8NaBhEWnkayPOEu5fRaIxFT`*6|$kBPUqKIUw
zN}abLJ!*#hUYU6G*x_(v-2FWD%BnJQDKO?ZOr>7AgLeWOu&YHNN2|SOQ|FUvDk^t>
zt&&?Z9Hrm&A^;@cx12hdwclYKtO>8qUoZI_IiC4v5?VIf>gzIjTU;-Py|jJfEFm!q
zV+WJ!BLX)P&8t>4A6yWPT-o(b3WDADr?IgT?6cQD_CP*Ze&>bhf11TzEbpH7&)Qv)
zB(5b~MQ9gZ&e2S>^^^Z+`|(kVzdpTUg~`^KTBWL6vv+<FPu)M;jFtV73GUmK_0R_a
zN7Qn#wO;k7#l~1Zmv!Z}H;T&CI~lodd>l2GOy%WL>;7ujgGJQh$sR!*BN;yQhucc7
zJs&8Y@r?op+DV0h4po(dAo!3wdC(gCMV-hCL_^1BcB5F5ku*J&Tl{q6e)L1opp-_s
zYv8BhKu8a|kxm%5LRk<8|4DH#y8Afov<$r;W$7~Y6&|(aA=haCbzt}riyuZhu2$ea
zkbYRk@Y#{n)k2EmRL2ueH>h2(9TzH9ke)<70lK;y6H17TO-7c<b|2cGug^k+14vG;
zW6nCRx%BUP71N@@V5a(6<-Tx0((Y)ww>%#$uKZFO))U9SYYDrHt^cwC%(#5dV12S=
z8t9q;tZR!+D&bd${0wz0#+QJ#km#~m3iua*<<Ke>^6xh48)M)CUrNWq6zF-Lg2qL*
zB6(|!iSLDQ(qQv&sG*H@?DlKKrmdi1(9t}iirnZH{hE~&f9hzmwxw+h$<c1{YiT(3
zw)s6ZmG)QU&uC^pvOFmt8fxzPgq~bLyz<uK8V8i4N3hte#1d{KCpa_QF<I(cD3?9M
z9+%*@eU;Zce5XunWH*nD6YHd7kP{vu33i!3^$+*>?k{h!Yb8WnF6u+$Op+2s4vSgd
zIR)RB5F1Z|gzn?gCdGw30sBAoLIx=O5`{oPt|<OAU825vy`XCtpQMK#H!)1}Nf=^`
zvTV;7TaK1)CCO)1(gb@f%x5u`?0A5a-BU~4!bCh*!GI{9;%M$s*vKoU`Na7ZaX-*O
z^aVGfx#Kwfshm<zZggA}#mn0C&XVRK;dT&=>c$p*@@I5x7XqDGhjZ8WJ%{QGyu(nr
zQO87T9h*c8UD^4lV8Y<Q?i1Dk>;rXS42!&YAr3(HEqpvJ13pI+icy~%u2s`EL6`>w
z9Kgf=f^k@E9`(@I_V0dHE3M~{2Q?J<RVNRs$?GhkC5lvOWv7|z9%(W*M_3^S(Wj#{
zqhBH&xuoLc?=qqGW>~r-vT4;8tysLXxKanddV@v28L}XTqFARt4`&=NQuY^mf;Zzm
z-7gdn%^jRJGVmEQvML20b30^U*NI;~76&{y!I?PVTFKkegRDX_E*HF^64Nvc+HEj1
z_M^lJCsCa>RWXAoE&7VdP_Up_RwEyLpj4z?8C;3wnSiPS{56$?=ce_fl_e>brDidi
z%-SOD_nM9nXABwe`v-!SFH#mFSHujA%n;}w)OZYJP}BK?2>jPPc=+HymB?q`pbTzI
zIvlGk-kXSRY1O3h#OWgx=GN5G<h(s>{@gJIXilHAaed<K4zTP@R>c(U=JPCAu=r)^
z@*=3;FP?cd+lHoNwy6z!wVBF93m@)D@V|!@<^@l41g3!4IQ>7e)M~z4^aGVi4^zf7
zPtJ83^X>A6B^t>yh<?yM!jtGAU^}0~#XRaF%fraVi%=+XYBFFNM(pGX6HwtNHes>r
z8<H#vpm;_HCY+3w+f-fH5KcAY9&3Z0bErHq|37`5by!sGy2iiHBt*JK0U0`m9y*kc
zL8Kd`8zcn@l^j|aI;9&Nx>35jQ)#3@8ssbx_x9UopL1RQHJ6vpn)R&reb;?I_wTv$
z>&9_+HDlh$T{m2qEBW=Q=QB{|@c@Q5=q)JIEsWH%HEVouH`^0}Txw=ZGkIGtD%-tY
zP^34fdE0LXJad*^)|r6xtp$Xdq^>{~IzRcR*tgbLGc{>GeG<!m!d|r3w5S%aCx$3c
zLc<-$QSEN(0&5K#IgQZYuMa2BlX*<m`H*^=1+9_;!kU1f<lrXX`_Ty&bPyo#bz38$
zW!AjSiKuQb5u<p;o*?fsUvVqb)z0wL)|NIlFlBj9>aVD1_QNVNXmaJZV;*9dM(<Y|
zuV0rJlMZ*SVf)jw@_Z&rB=n~z_;N?s{oM4vFdeC)BcH-T)_@M^p-$`a8+wMU<@O%9
zW#Mzo@@BJ1wR5CLGvNdpne_tswsTQE@HSMT%^|zI(p|nE=3qxh9a8LF{-Nlrh>CfH
zf9tm|nTW{F%s3oE3kBl5tPjI*X+8lJ(OHuD7qO4*NxJYk(BzyVPox?xb6bKq{MgkD
zc|bLF&-a=oDVYu#J;L_f+7-6)kZSBtsEP@4CWmWHV|sityCZv~jH4?SYxBQwD$Fu)
zjQUga)bU58#$k~d9y*F#bu^;_59%(WI~lNw|9TpG-Q<jV5Bp!;_}99P=le0!bG&=P
z)PxLvfobB*&4%xZnTiG}Ta|(Vu!To^{kD*#QvM{uJY8S7z<f%&>9O8D)8R1R7jtV4
z>Ehj}h!ak)Eboyu$q~nM6gu@chPL_8PQyM!9<^fkyytyp#W)8GQ1f9oU#vzm>kvj&
zt2>ykK`N!KxKp&*vn5e`9c?qdn~AUDhdZ#<FJp>m{EV~-FxU@6`H{iCg)q@LJbpO?
zPjj{tj;(x(M6)ITo=_#mwYS%@vnL=spTE3H@!Ui+Q1A7!?cO*x9nOa6f%z!idE@--
zT~;!p5Nj&U@Ei`}Dk#?;Rpd;7&}O@>6|Aq|a$YQkAXC$(UO1^QZO<?sOhd0Y^dV;V
zVc3%~T7%vDd1JMAGeZWB?TF<<vA|q8S|7mF29TtVwH~=Tx4T2kVnWM6*T19?j{yXv
zC?bOGf&(gh(8^e2Tqa2wqu_Ja2u&mftw?%NO4xr@;uCP0Luh}`bzgPSH$kvS#B?YG
zVs&MYWy2I1Z$qM*HA^f6*)q^?$rw=HROR*g)>BGYbbRE0tu{A0G;mbRZew>b?U-ZK
zTBRzU34ev7P!Wa%9izFBYvyLt|5TFVJ3$-ak7iyP_WtamH$`nEGyVQ~Wr(_#O%yUR
zF>D@*g(8rZJm)Vy1VwzMM?*#WVwuAX>cmG(C0sZ`ks0Es*;w>l4}VBbz@KBApO18f
zmQBOuB|vD)8Y?UMdObVjV58I*2FbYFhHL5V0^@EUYb+z9Oc&=-cR&XlXkCkMOs57z
z<foD9v)V&uu(;Ye!P996*RYfKHyEa0O7uKcqk3kbA57cr2q@Thhu0T;U9g56hzjvU
zPaY#Y<eJ6WBSUnO`^i*M_RDr?N+S{+H8bN!&yVVk!&`egS87?L%(3@~qm*FJOS;Sq
z%S0Yer0KEYfr`_7s$Moy_Te(T+NUSOu$Mi<5pHS9`=AMbCP>jIrRkLOrjc8idKn&^
z{m@?F*;lj^{F>%-wI4p=x;c^JVWx^D$`o2B^9%O{_(s)ZZ?T8(ijRb%ScMJuR3!}_
z2hE6fG#xy)Yn~ZVuuf8$mFOBl%!S_7cKP+tQ3HB3VOHS%+N%fg>{@fY-Y;(M;I-iR
z<q0?_Ifyx!K!gGs@tnt3ZK%9bYX}*mr8peEROL27*H|Km11<ewAd|}w>1(t%b<CMz
z9ziFQG2FlUjw<~{RI+#B=7LO(g$6mSQ_-a{n=lt|e%U)AUrZZp?}5fAz+8lOcV9TC
zYl{#xV)`omP6UaC1h=qJbEu32KCSeKsS&<zDgn~FS-!k$$sD%dM7sRZI1uqAdnbsN
z)#jBCixA?3z)tvSQdvalEL&i{fq#k8NM`5xRI9H{C~x0FmS2{RZGCC9QQN+yYK*>}
zACJqoz(;8VmI|-MS-s?h<XADdSk=+5PWzHq$DsRvYQ-#J{EPQDZ;bDo`+l`{kr#LS
zyATWFg~Fm1+D=|j@al8hjjKQew3(om<b`b(4z2`m^LuxUxue>*x;TPC%(4@O@8sAG
zqs{kj=dGi>ZE+4FbMztFsFcJg;D2RZwkMydML^@#vcJ`thINh_j;Fh)kwF@RA67?>
znNTfCsy<<mS&E!?j%xpgvB1zi<YfkOta8KX={L$W;sTltt;u3wzDx4$lQk~b27;;+
zE4lBcaZ(-pB}2Q*atc=mgEBbFc>HtayX;EhX1FFQ(A?75ICWa6);Asheb@iA{QfM1
zYIy&~@RG@~Au9dJ;~Zn-q!9+Iigdlu?+8PGf0edn4>QIzvtEEaFisrC8k6Ifo-F})
za3&-^z>dQ|PWiSa3LZmxJJyJU7No{#hYZV1&2=1uJ6)$yi(2Mo_M+mF6|>Fwk=`WS
zswHQ>4|h5AKPVu*>80P?FHZZ4C8WvLe1QEBdSBx`yd6sPx3sE|gg}JH;3eDMyx})<
zIM!fH@e|z7oii&JRLpL+QOnu~%>?C!oTwI3s=FRTTH&a06p}o3gNPXAbU07Z{WBeE
z;^ljGAbaU1IzqIPzi3jj=z!{fL3(}lsMJ6=M)aQ!4bFpF@r9cY(v*XxsX}e}^f8pr
z(rvL2-=A!WQVlB#mn|7Sxa}fN-=IVit%SoiLx^p}_8liD@4<p%E89_AjoRw8clAij
zkiw~Uhr6DPVbh{`Q2TQgpG=-;i`UwrWIhRbmXypIy#$rwCwZ8b$g}B{=W(v6R4Gjk
z>E-?QXel3u34jB(g{=SQ3F+X64uT)zQIdSe;H#gFi)b_zo&^sxDYR|vC`wO<u}v%G
zi$%h^resF3d)jm2djc4HgxRP6F6CHXoQFAfzg8K`V010dmgL2Yx*f&@bXq_4e5Xe3
zam{!7*LL-vd-2tAgg6n-fF>i(goZE8qs^&#fPkxHj3t}DU4b*!v})V7$o(A)bhR2E
zInujvbZ5J<=Vmph(&D)Zru%9=YE|t|zf=w_fGp+{$1^NhYOW#C<kIEw->|C|jP2`{
zb@m(ialU+X_e*23LehA5s1m(!hD0H&9vfE@RdLlr_0nNR`Y2vQMUZl^MA|MtMj-_h
zOu34$;-w~4HR#Bho2m3|@UBuCLWy%7Zde{g<L2+8V}YGOgx_rRxr4>P1c%pYifz@-
z-@8`@&DMxU6BgeoSH&{XGO;-po(LFpPk1QF!5bf<L7ganx~eb3v9O&SZx%yhFpoXa
zvCF4~&xXsqY#5n5Qu#nwf=ON|4%Z}L%_>+s4u;x=(`R?Y+_sGS)h&EF=2FGL(KuoX
z4mM8a6l!oi<|qyY=i}Edh5XpkCjmdQK165#346#CjBS#GE$d-Mc5sJTe-@sX#KQlK
z$%hw}YU6RB;E1iIl)^}q3^H;#h;25kdDDwZFRGEXZ~ir=>ZWKLf-ag*5d0%QzgF1}
z68WOunR9H6#YRkGXeG`(RU*OQAG`I{Y55<UHR2slBhyVLh*|^>0h5`?bnArJduWid
zbL{OJCKRM0c^4kpvN7)FE6qubWDosBb4j^lkSo7dYM5u{*K??f$E0VrGjX?&60clS
z0k89{f1}fQ8aK@=&h{=@PKb+$u+-BFthNKH&|7>8nGs!+R1bub-1O5jx4n{E^@64!
zJPISQz>lK4ENFs$2+uE*(f+JCJFikq#o0B*xX=JZ(fAuUVlgv%Q{}2$q%jJ_8a<y2
zq@5GzA`$%?-+zM`uN#tLfWNH$=s#a-e_N~MeHghQC~u&7fMjs;4`B}QR7cNWEu8zl
zWQxy68Eq|*cq!4{(|L+w#^az`_#`>+3hY}S@iZ!XP&t!mR2R!9jqcV^LBrIH>QLV`
zJ>5G(BVK7zG5PvZDdp4mM3!ZZ2K-H=K@3F`U#mV+e4!BWP_>_(VI*{ueyorv?0(Ey
zf;(j|3IWz4NN4;~{a$+jcmoG<+b?a6wP+^v+t;X}Kkt;??pG-2pXYxdU@X@fs?f@f
z$*g>DV_b^dOFiOCR=?vz^T%r_Mw5K3*on5@L*dl{44L*lymwi@Fz`07#u&BI>hF2;
zBp{b?T)w8Zhgn43KF$^+=UkF`Ip0r4jG6Gfp|wwQRIGloV-ZuKO|N^Jff7H-l!#dm
zHV<LiH?H8*1lunLSOws=%42*!uRM&k<_-Zisbwi!YXqsKHmWV{NlG93I-m9Ca$73%
zC$nsyD^U~&CP*i=R?YI~D~;VQ4iMt{kEL}PWkG@u3v@b@jMlpfp)}V^WfYP!Qpb+Z
za^Wx`H~>oRjhM{%Zu>bRKaeqOXix$)^0`lhF$Li;TsPFd4C7Uhqc}s%D&-R!+jHBZ
z-JNqUVd<9ecxg|qV*puhGR%`bi1eQDo<^Cfd6B9<L?tEMW##Z<NbB9+9-V+Pb5Ta4
z^-Gz!Y0?%lb~X$f9W63qTOmDo3BX(2jDDpx%i=d2?`1VE?DsXy!0hp`u=9QTm6$EZ
z+rhou&XD*2J_g>jieKgaedCu2n6FSt9<L6}Hu20%O;0b90p3n!X=Y|25?Q6&kOcJm
zZb$Ty3A*eNZJs{jvPy)mpO%-a$cMSCooFuYm92ALZX(}8G)mnrd?6SZvH)8Qh?=ys
zO33jZ#(0rr_1x#bmKUoWFp37o=G-o$G%qUwbRLjS8naPv_!(@H<i4;^L*~)Zl6AQH
zB^kBh^5^8ovhLWk(3))*>gcmYGkYs5cPpz4hW+Sn_v4mFMM5TX?)NOv^`8LF4OY-X
zXuR7rD=zwF!$n9#ud9O|AA``*`P;%8+rkx>v(1Vz)m|QBfK7I^HRKNT^#hExpKU^Q
z=SOWntDJW`&$eoctEE{dTrMvhMIC;0ds)}-b|o`fx$4{XPQUH`IfDBe>mv9Y>rw#3
zkw)y71sks8NQoEmHB2O&`3;PLS9&)N3=kC|UBw#$a-b<W$12CE!l^Ci;r-gaWVhAG
zxibaM8k2q=phH+O3+QJb?@-ltKLT{q5|hhK*E!{+d;)MIYntDL(*Q*er)UHaDS7*P
zu0+&fwyI6%)lbxduB_+80s!9ShT>8P7+zTweKmmLWw`qw3}1_yek__K1#iG?9A?KB
zyRS%(O5*qgGwCh|vmv7Oad7#EcjE7+p)R#OY#Ls>X$CUtPcB`k>V5_RZPvR8*)5X3
z?e7Lh#KzAkbe|~-3+Oonlzpypb2oh=GCkIfrbZTzQm8Vb^}@Gr*~)j|_M;7{i`D1*
zN#MT=O3Qbl8g{i&x#ndAu}AT9X#7s%sJpcWfpr#>1^F)(a-Hz@B8D7LbepJC`L^Ha
z15z)AFD4`DT}@&k>t_5pflWW5YCsDmblWOXYzv;NILK>!%5DDR(|qn!?vL5CWDCn~
zSt6l%Pa8Lta`(md_hY)Qqb|Ca6RBd`Oqz!Sm9`Y)Am<cP;06S(JDuyQX=v;*pDzfB
z{x~QiVV3xEOM=9)-y8J|K=*Xp+mtg|T3Qz7Oo)mC9IRc%0Z*SU_-Zq5X8Av<G#xgq
zSD0M550IGwDqEDpX=BGp1!#_^#I8HikzEhR6wG$iE&}M40F==rKjUAartW?x6(Fa_
zjXjcIfY8;uCS(LgxAO=mTTYb+!Wp|joJth(W=4zc&k7g_Y556fOp@ye7`67s8kn?B
zo>^(n9M0C&gpzTc@6(X5xlbO?&ja`zf}cZKTyhP{up*rqcy`KrlSc5hyriEh5o!+J
z<F~mug=kb6zn`2u9gRfKcYX`OhNu^R@66k>)>Z>d(<RmNy7NxHWC4#o{5hU7#|yVv
zNMRv_p1!z+fe^9FbvO4XW!TV+zQ>d)IdzHc9<hyV5{%W-<bf1p#t(|3<+_NPZLDPW
z*8r_6Iraog;~vr<1vchf)MbVCH>%L9_ljD+3iXn1YWBnd$EG}d5h2XXS%YtrB<3%S
zpVG*oGa2lrXtEYOk*h+f-Mv#Al`s_yG3zK98%}>0sC!)a=BR(M)A}3IM>(b4L@RXe
zqZ&vDY?m+Yh>_AF^V!v#U<rDH5aNljO2T)=Tu<&X1}u)((M4gm_15oJI;@$4L9U-?
z3syEeLv_JGf^MA0giOGwGbXn)07x0upMDR&iBnY>u1R1{zZP>;7TZO~cXj(Z9(!)f
zH?=#|e6=sXQv(u;+<S0a(H}KuNmgb9=z_WzE5%%w7lPO%uH9b>&;eT+cYrSI@ovqW
z$I<aZCP2!}11dlYA@07Oig<e#-*tAduCAzfw5}_Jt;}~-K~L>=_jLR&BL{zWG4W(n
z=gtEL`{l;U+c1M~XAEOArwwl@Q-KH~o>JmnQjb-?hU1fpqWZlcn6E@CK;t|M*!J*;
z|K!+?ToOBtQ}{)+VDbf07vH$#C{ra!wU5hergs6bpoRH&r%m(oK25UOgY~w)v(r9K
ztI4Pi?zyUs;dzCLe0HNwBH2!KFgVU-xOsO$qO$O4!~QZPJ?si(`_xnF^J6{#1l!Xf
zp!P1`R`h8CAyA8=WC~U8BZjuEisYiBUr*~`23dhx%5m76&F9`VR(|EzXMyG}lh9=T
zm3oGHfL8+qvbqctNCk2q@@>5HxOjsz0OZ>mP9qI8$GVp^MvIE(KIzF!J)!_lx{m(^
zo-8kT57)q`iI1NuxtK)Sb73EB<j6-EYxSW;HYrk7ejLF6lHJ5VqQzRG(J_Z@CQtQo
zus>TJ-o`)jtf29m3mbcR`}kTe#(v8CAgV}1l)tmE)57BUxq@<ndg`@K#iSWvLIV!f
z(#8X0Kkpq{iqny`GWTFgD_)q1iafS3P?U8ttp{2FD>ODeILOo|Rs_4hIYZQ4xipJs
zreq-GZ$v1U%Q9dQ6`n`;_<W}M8@j5>Uj!QuQz<~>?(j!5dc1}VhH1F|G&{nZv?!`q
z)!xk*4ejGUTRsR}HZJLP97`JE#WoGAG3q*0&zcbxeH;6F^XnJ)smaOTIj)Z4yc%Uy
zRpkw9%UP`k`~HvhR>2a#^Iu&>zXZk(SCUIYD3C2ZTeAwq8sMt`Sv8P`#~1U(>l7$K
z1bmrUYqFOhitz*<@W29~9Eph9)YauCg1hE4Wkhe^{}HZx#iRV|g^G360VaSSOk(j^
z<T2@qnDYQuTz}JEFXoNu4vMo|SKl0PA1$W@e~t^-XkDjFd*Zp~EEfE=flauk%L2X%
z;6l5u*G8bSwJMq}Q)kkEGOS!JTZ)XFST7Xlidy4_*T31a^}2U3@ky@>Fbzv<!fFU=
zOAHVCwwxp2y*#eQdCklJkE=NM^9&OKz24$qP@9{7_i$O6yTV#0ap)gE-Q)%A`<YiW
z697zhpOBH~tV_scFK0|hqr_~iu(c&n_2*u1!`uB-T>!sqF`P|4cRWc$9DPNKJTc0`
zxv~&l23kr88MVqC*9*0n8uXe*0l3;GKsM5?J@&HXv>))HF}G;G&KthuEm`Aia-4~`
zc5!}fun*)c6Fnw>IF0f<4`%DmId+T))m8w6IslN{TrY4CLBUkFh!-`s1~_)`)!vCv
zh<5pMK;GN703aZ=Flo`7;QX~dok9d8uL3uW|1y*<9RnL)22*8XQ>8q$=sbGKz)_=R
zs<BCn%EPdkSW661fSPxLAKjuZ3h%q$ymj_n<Q^ZB0{oFbI;~CaL~*f$e6~qvaz6V&
z<o%Eg`ACKx;|L~Xh!h3=Ace#^Hv_#el+iQnv;L#7vFOUe*!5!A{3bm3RhqGFx%1vu
zXQBI${|u{hlF{x@Ge<k?{T(=y`%VhsoQJFO6}$5ETWpk3JF1XzcfXL}`GrZc?)k7{
z(c4nvq2(UF(;sUd0Ce=CkuZd@dmkT-Fj*cz;0hW{debDiSpi-nkX4+iPfIcBvu^S|
zOct~{&&hf`nx|SJ0I-)RyW%c8`=G|f`hJshby&AkTHQE{>N}p4Pt3oXV5pgZF1r@v
z2i?}IfC<>p-)lTXO#<m~VFlDF(v3X@xYtaM3(mNnlo;N&-XPmrUc4WP7#Ih#XLxTn
zR8Pot4bG_R)1&vkK4-^TZthz}YniMe@3UVsV)Ss$`Q${K4CF`=I_m8fbbNtA>|U1j
zXD-&#OgiT~Mhn)>JBMM*N=Gn?I3g6>-;InnvZ|v;VA<ktS=>8ze<y4%vM7xX%-NM0
z*Gw6^zDE^u`dQm}A^+2BB-PADaOVm&D+TShGyMbwe3aMV;*pDJc27Hh7qIAQ#$6lw
z3N>`Wr3C}=7u|@+h5NA%Ul-sUy*Qa)7jPbsnKCxR>=D)KZi=(ULM08$O0DG7=e%9D
zX`$VH-xJ;>Ret@PgH@u>v*ZCLc?_i?ui<I8XF<)CM|{foq`;#wf8UALJ)8GN3Aq0H
zcf5ES|M51xIKPDZJ-9#ehS_4sXlH=^hV@z84`xD8L2U+aHtIT7PQSe*D|OLK$L(p<
zkuI0IDP<BfD#ADgU(H!>WH|Bxnp&DDXLwMiaUWq?`3nx1^wWLo^2AWlh@)m4M-sVq
z=*(9%jx^2SOqmgTn8928$FV&lU@=Wv3~ocF)u4=o@$yd;NG<D*A|%GVQBcF1i{p0@
z(_*c89e!Q+YY5KASJepiWe_+H@-{NhPiRS#rDETVS|~|ZPEDZoaQ1O@B~Uo}f5Byu
zFrC=@jO2RAk;L4pisPx-cU%Hv>qt?ri(<M91i}9L@LMcH-Tt>eaxE5DeYPn59jIY5
z9ugKJnvpOP6i%UZ7}?>l*j$c}c#}eHl!$sUM+jK}K_+{qCEPazaY<s?hot4RkH6?e
zweI>7FDWRX5OVk>XJQv}JY1^jd#DxIWmI7&)my;yGv=rnP59PYE(s1eEY*U3!5=@U
zp~cFUiJMc7O#2%xgEDWhVWU$J&I>Y?*k!PIkv!@;HXRt+A)T>ZSk(!T6fJ#48VMtc
z$U#x6=~ejn)7%cPlT0Lga!*jqjvm$vLxoOza(@h`Jk}%!cv^8yoyAz|hEoceq|+Cb
zj5nRmzofz|6YHjWuU`c_T6_S@$`GE9Ld_DaPfSjOgzeTF>`E;Vgmz)6L4vKB58at`
zTcUn!<n_j`wBS|Cqc1c$b}v=q+tTN`Zqo=9v&I$-H-2LLSQt7d01KzU=jGfj@yU?r
z<>e=4<4M&^8Vu)0U5e<6k2@L<|7;fEcw#eh3&bk_Qi4@REg#7qJCPOEtK79WjF{^y
z=%<w1&+=ha9r`&Y=nZK_6P?#D$%{H+K|UYVvJKf$QEFj}Sl}h>!sdFcd=g$(Ro`lk
z4SK3sB_ZY4nEn!IgcqjVeg5FrO}%b8zDg_pcG3x%v4J~p`=?FtFItpNduZpdVS2iJ
zCvvflY0RFtF*~1Xs_57tvO>MoQ!^i0=@ns&(!h|TVk9}nO4c3`+1a}ceQtcurUYw`
zU+4{g)WtXfjzrXhSU7DKlNmOFevdxI_b)xtBepw1iOUevQPvrKeOop}xuq~|`$m2G
zNBPW9&a(`kc1Omg`V9Kp8Cr@7-sD?n%PJG)9r_T4>IibY<%tJ`k`>MYub(Kt8sUZR
z=TXGVM=ff}r!#!<3*W0H)~^rvKgch)MofRF2Myt#axXi7xTeD8JN2ptO{GV^mcEh-
zS+WDxBK*krE3YuirRPsRYh+7bv<FHiLyYM&v14LtYbf&xRAWlln%Od$pc5$*QN!pv
z;D`1oh(=m7>9&yiWI7Dh8OtQ}h}v41q$xiH!;AtFi$Ca1!+=p(gnWEZ6*ydFn4XtR
zpByIk_=GV_2@*-^&CzN~u-e27LGvDF646R*3p*8@dSx(-(l+dBmUR5y{_!k}6HVzN
z3EkiJ-lP+P4-<G8(vJmiNvYoP#(4_7g8ij^|5uBeEi2Ibej`3ziDw_Q!dWE7mu_@I
zLt!FN2Y;!a0-N*!i6V})cET%~&VHw*5(wK7T8e6`f`XB>2sD;xi1zakl>^{?c<aW=
z2F!Mc`<p=RR5DOhy~Cg5nV+A~`RKrgXfYFZ)oO&vAA{97Y}D?=nn7|tJ{)2Z(KnF|
zMN&~W2?t10ccK{i8FM2=)NkM0wvT_EBSO6{8jP6=SRmZC;;1A!+^89UsYU8dajK?L
zQ-g!jiStDkIfDm>zD_Dpkl$GXF6^o5tt$uTgI2AZOG1v~KRQ67o4fywJkkRTk0C&u
zg;Tbb1sRxnn23kQ-gh_{q861dpRPT~K^iK>8`(qDTbCboxCVp_9~^TAKTk>OC>g-n
z;|ER`vYlG>o)FO#E$gg-r=3BS<aQ&)5uffof{_T~>=*kIPp#cgE3k%Z1XZ~Olh6i6
z+)a#44_#=i&^N6bXi!>Fp%1(x$Rzxxv%)N@1Z^Z+TxdJz2-oE&3J*h#1dlK{K4t@#
z#4)NBd8Xwba1*@zHCN|<qxZzT_0g1iQRDRx-|aM%<0d~HiHn)b2Df1EGniw$uw5lb
zk_WQMj}6NV!rvVCH^QlMS)QF{5SOv&rDF_83I*9Oe=$OdGdGH6`xa_u0_AZ`b7q~$
zb{oJ$PM#43ybw1Md`|S!J!g<eJ?F%H?^|ap9v5i)DQXQ53M7eVH=p~J!tuhVhi0rs
zx2g9m^{QLV*P5|Y<d5*)KcL6?bJJW5j~Sz>X8T9E{TtgA_aIEk+0Hf-OTyMAvKL>9
zL_gykmPVnxj^CjH6@Hev5H7_`rKi9`e*paSgHu6z1RE!;LiVy^LB~i@HtEOEN34tb
z7)!azY#>|X9TA&D1n$%Wc}izv`I6>=(9>SpP0nN%>Ji-?{?_8lJ&;`6S4n(i05vP~
zrKKPY_Ob|DNQR^)7ZiCf3N@Bu_&{#Qy90^!ELZ31u>iV?ekET1S7P*v1a)(baqxaq
z16rtuF-Cmrk^){B9Ro4wOJwdRyW$Pk94>?4qm+6CeCDV!Btm95{njYPY64Irp7L>J
zom5|_Ldc&JAzQw3#)!*ji}$UHR9mJSDi?@mwK1sUeK#?YrACt6nS+Kc@!>_uPjwgF
z4ReepL<UPdqrTT?D`e<&w8QU#yT2#zyx4k6&Sr|W0RApS()$WSMtSq3uXRt*@M8Sq
zx5t@h94hO;GUFd10&g3^?o(F^3M;oQPMagecrJ@zvQzVCSROAyW?rlmOwoOJ2)o)(
zw1Wk~Xg2h?1LN+od8}r7K}0pftKVq+g<*K;@<df9PegN9zSim06WmH(86<_}Dh2iQ
zXN0QoiE_dS^ct(ZX`_@F?Hn6LG_`5SLoD>JPfH!w5tgg<=wFDmD;D2BzADyrjABV-
zgy39KQjygcFBAzLd;w`P((bY5%JA-Y@1U$s${LP8y4BXqwCl@byibpqQ%3oc#ahDZ
z&)6(30u?&&CI5uOB<iH=D?V+(p}imGQs$sp{G!mKx~EizQelK;^fh_@-@)!g9XuUd
zH1itmn&(?#tcjQ)8~){TT1_U|v0+~x^>1S_DAmU=ue*Q41LM{52AJ;rX&Pw(-}DCk
z`R`!#Q(tdVIfQs*;JRC-78`2zFoSeDEW%w**-|PHfR!~0$ah4Ac$#Bv1Z>3Plw-Gz
z3)%TcB=0`l9S|Z{Xk;5P)emCzxx*ovQQOx;7u|#c3YLVDY%7%9H;4)P@*YzQ1y`Gl
z*eiq20xr_Qsn51UIbfilZ(9DQgbII@X{n@gYEewXrf|oh1w(pBVHrxV!L;rDy?_lF
zlGyrVGVvyJd-cWtkDCw|B*FRUA%yMCIh;p7b|69y)CHz?mn{!>?|U#pscuoB)@orZ
zP_OPgJZ89&IUgD|#Ym66KUFM3L>|FR9*`}O>o8Y5&T_d5wb1MKPZT-d*e9R<Iv4H6
z_5sr+&L2xcg@CowM0lblHiEfzD|{U#QRXgm2aKOPY(1uOST_?)#vQfFC&M?6wmcL4
z`kp4gH+vPtX${VT^Y`;RH$y>wKcNo5$8<L*wW|m7shyNCZ=<&)>ijQMj1poXr_1y5
z7Hh6J)m}$MZc?Y_$i`VML#bYQDh7hUq8J5HceMZ`AGtJXD8-t>O%BT=-c4rWSK{Mx
z`62E<rzAe~%pxhz$709HhvyG}l9k1o!AgDc{LYpw5M2#>VRt&WN2I?b;1LB{52j{D
z!fY%W75BF^WVQ5?HtPc+W=^iO45nKV@{irE7h5Z0fta_%>#xmsmrQ8sE=q%_c*TBU
zAFo@8!exZPjfMZ*#r}wU%TgC2`&Y?m>%^6p(j5rOd@MVVc!V$L(z|h0gV`A5gT+hL
z8Ciitkt(I4XNP4%?$Sr4ITt3(QT2!4Bso4rwH^<YVh87QypnMv^7H-tGXHy8EoP4S
z+JyVkgnny&8ABcB#gCYQ#^Fj&iUt!Lb+Q@6QAA!7ww*1ioOAq&oh?n@rWB;6W>0<6
zTY7|+uhPR!vEwUw5S)d(RjKcWMtie#{_#xz>f)32O~+P+cbsFP-Qo#OkoSf_ApBlT
zG9MUhf!Lj>@x;;u^pOvTxIuin6I`iYvWdnKwd6GztO_hq0!UA1^Ub?*W%L3oM4*$P
z34O@DhSEWN+GZ%>z+w<o^*eB$MrsTUW0BxcZ+@!&yTniBWl)ZL+GKvLTi~Aj;sr3_
zC>hBR0p0^U8nSoaf9?dgWB8hyl+F*@d^%-iFoIo)3jW1uy`E397#;-w6!?$x{#^jv
z@cV5KuEqIST0I(HIITrA#UtMr)*)%c4k!`$6T<WbR<%(xx#k?qvf<64UP1KY2Pq&U
zHu+ex7%0?RT<OqP7NYN8{8|AUB&=fYL}Kq{Vs_|d^eT0}XD1`Ibn+tm8QQxR0vS2F
z#{np{bKL^1i*dlp=bePG63yZzFrh=dD;}N@JqggU^f$<Rl=J-=b&OZqivNm99ITXz
z%)%CL@gM>VY$p!8bF-rUI{96Pqpyz?ME{sXaCtq6AU!2z4VdEO@})5Y5bJ@=&&BD%
zmDG~u_VW{vR;o}oya{`W1x5ktV@67f+2?mUfcnp~yeid3YX50rmCVGKR`}Yg>Tn2#
z?;LQ=HY|<K73nr)ICh*KXpR=m?RA&f0JN|srn=(@K-^Rdy9r#a*d=%09~&J7{xq<?
z?U?q{t=&DfKb$dnwI+sk<F;M9RLJ{;Ki~eI8=&H`b<#36v-9!)aH$U4gnBN|3<3$5
zbzCmp=kf|qMWeV)w$OnYTM6(?7^(ZI8GCE!BY9<I0BscadRAS)WNZJ5e{(!I(NMKM
z2!OIH<PA^T#74^%(<6hdTng!bhDozT$tY4VL<&pGL^_%=5(no>+84`a)^)2j2028(
z2wqmQmk*ZBhNb2)VT<iG3q02zdtw6RWdez%42q8wdz%j@T#lwo4voKz0}3aA=)w|e
zf~OeV`S5|IACdpIQ5%*Yma2zM_}xyR&4LMPymjCc*Bnn@Q?gA$$6+)t<KpSh<S2=q
zR&LsOZ^){rO;4X>-XXlXHp)nyjBBKLiZ2rwwN<@o68a|T=mddTv*%h;JRvaS+&+AP
z8C!j6+eYfPG}54{sL17dXfSuSmEWj(?U8N&^2oHWJhJ#WUZd_|Is;=;=<eCrbdC84
zK#UgL4w+)=$3M}M4;!$;r^_6g1v)$bqD<m55duWOUI5!q5b9YFM8-8Au-ywzbqQs1
zGwJx=*yy_bw){Hph20{e!EiNq<>zFHzv)2g>uAUstwWgp^}IYg+nJC{bXgghpFVHT
z{owUK%NCYs)m{PwG9jp5`ie`R;L-M<j6UN(8GU>=|H^+cn(hEb6Tqi8H}A9>uZ)Br
z&b?LR6T8k@K`quB@%4TkuBl?}y#*)Atq8Hzqo9`A;;Dn3?O{N^alKqywA5mZlvpBp
z*6n-6uV|EB1ctnK7_uEBm#rU`@@NRriJvYl)<RGwiOwoB@`k%d^F+nT>YI#Z*(~GO
zhC;apqr9E-ve@YyK`70Mq04J1umWwTkHii)j^`4H6YPF-UKG*$lFlS<7Q_f<O(HFK
zX44yNj2RIZJWmc<7gY#6IW6{nMFG6fr!k2bNVf%ue!z%vgbVS67l-u9!wy69Jgf*t
z<<q_w(4O%(6<Lf5DFiJy1rJVV=!HLc{h&B;`F+~I{Vm?A<s?Xc-ppXNo#3{ImdbQO
zV0LzUY2jla#p%!oqy|0^@j8lD9)0>bVM!fr;qv+fwCRd|7l6*g;jN^fUhfL$X)Bi;
zPGJEL=5@;}BamQxd_{vgopJ9gFI~NTq<UGk(et)JP83)cUa3D)z4HsVN5Vu5VWk9y
z<|yXo(F-2Gyy)}zNytM`-(WXWaCs&H28s^$Y-ED`S9YwDh%J52XO4f@MCh`M0w|`l
zO=aDaJ=Uw~YBqDE+eP`>SA;)O4`c>a@-K(xp(W+7|0yg6#gWk@K``z0_SWUx=Dtd8
z!`9^bN<01)zyEBL%Nt_(wn001nF<zmix_ODbfGtk06|pZF@vN0`E6Y=$E3{n?9s+p
zGZ%2Gi_YV>i>Z3`5D|Sd&bRuE=VdhZ0%(V!hoK*8rE9p`I?MLM-28>pDg}d_Ov%~k
z&yYjxRC=6a#Qvfx*3g#_52Y|coIY`KKbGoI;@vc?<ub{?s|Lxdwb^wA#m6Bsq(0T+
zKR;N#1lp^47;qR(nsE+cFC0D%1he6FJU)`P8Ub7(H(-VXne&d1Sm5kTrJ1I(vQwjX
z7_d;~70t04|L8CBSQ;ONYDOma$U-)i>I_z_!QUrJG*m_9Y_acw0U1Y<>8$P?W2vOa
zX0o-S1c$A1t4tMG4v!Vq+koDI{Zldf67`j8i@r`n!4sEXLn4qhNEiEy!)IP^D$2?>
zr<|~_!eL%Oe*>iPof@DCK2@J6HJg&NarK7R?;i98lR_ih`AlDtf#0leDsNiqow!=~
z1Mw@JX92@NuI%sYkpvDLS0ki=;a74*LVF1%#+^1Mq|h+<a!>qr87oxrk5pAkAl|RE
z+==tzfKQ-~rjB}S-PUA@<r=-1!=98MZ%7?5fwMK9%-ni;$m35IT+xUYhv=_0<u6*?
zD^z3c{<i3k0(3bLtJ_DXL_Lu+U5|+z(I3Fj936+<L}2{oOtqs4Q#4?xbs2;<IBmI9
zFzcK@yB^Mfdx5X+0DJ(^sb!1r(Q^1EH3>rBFO+7?*{^3eiszsoUF3_^M={1>%;B=Y
zrcTC(LBGG6iMGErx0wjJ9U!!<QR&%^Uv5vZoork#+`24dscEL>TiL^~4{_j7hX?OZ
zdE7DoqPPrV4G@NMro<J*sGuaV#*AS-WABVG9)%n0dZNo-z=coHiV4c7;xyk^izYxq
zD(jqcLpVgEJ6&5o=SJ#7lmVG3wHP6=yw#;?P4L0uO$=9=yXvP#(B@mRP-iHPVYuE=
zrY7m^%sBta*MY2L&a}j?^MAW5rvvz^GfjUElekTAVxy9dpABS({)+IrPj=ciWmEKh
zv|vv{h<~U!|M2a05~syvkl8}A^Y?@Q;Jl3joHtZ}^X5z*Df$5{VH$|{2}p(WSp?JQ
z{P-qRskK|^d)^bS=tUW30k-Mlq$}g75#ZQV&iV8xLb`d%8HW_R8Y${+DMb^4av^#N
zNAdc)EzlVLT33-W0Ny{IcW%g1FASmv4{I}1gI?2<0SVv|xl&qHWOUdOnn#|)c+VI7
z&0z<WDL7qCV0%3I+&RGo?$A1J#{Hxvm!c-Oir?9pt4@=rxj=KirpKU0c_<*m()=}#
z{eEGmEr#*4NvME-_QaB$Vl3uFE{VYeTHu(qfy^OUI=}6vZcj435_j!v{$zOmOuI_E
z+IdHov*e@qGtp0y7;Ba#G?)Ff1yPcmM<riPalSP(m}-(!8F}&0oZRk&Z4vp<Bi4_*
z*f>xyhd>^*JnlBOXegVOcl>0_l(buAHEE(d%E5l*@eF}nrmPF=f<aVxN0skqxs3@a
zqTo55NmM~SYzYQn*L~M}>zao8A2XeAhWZ);h#VM!pw<}WSoC%<2-{|f{YW{mGQV`P
z&_qT<iDXSsAR38($n#F-(;lTxyz)S8URPZ1fKEWcowo&QmP5lC3OSF2U5S5Om<oxV
zV|`iQ$*4ysL)Dx08MF4aNgZyrNdGGS_b0N3I+jAqzbl?tQ%CiOsi+6sDW&g%rVe+P
z&7B8@Zw`+?1%-Huvv(7iS{Dq|B(J4+`Aa?}!YsZmvXS4uOIip4F68OhU;mg&{rd`N
zD_iQVY!{rm2!<jDi`q+X#os=#EHp=Icvq<F#8MvRzCq&K>AWs)RuQ|yi0)0wsY>Qg
zMx=O0vP>SX^*0WuDzoT)?2K@fkO}f2#e2JfLa*}%**PO<)Du{{-ZNtRn33hR__f3l
zFN~x}?LBddN<3EpQOMgbw`<{+<Bi6Kl!Xp)lk-LcT)ic7Pjs{!g3GU>`RC~58=eKR
zP^=g+OjKGlB=H-=?s<YZ9f`cm^9vo?Vm7S;X-JQB*yj4g5x#nuM~QIH7K0{}UhvU^
zRqJRN1JRj8;~N;7U~uXSA$2EWkB13rO{Kz&IQ=h(Wo0-Y43&y(X}sjB94sk0UDHds
zcNAtAlPq5yhXFyax3HznUed$yH5ca-w}NIC@!8DI>}4nNW&W11{=Xt&w2S==3lI)o
z^g&N<B7k$$g8V5It(M|W&?q?-Iw(Kt$II3<<BWV7K1``&)GnvAU_F&HKb6p)r!gv&
z#{*%Ie4wb<Hy4FYp&(|sUO`&dC+B>M03n`ZC9ZUKnJtyTnCbg*zsEj$ryqK@3AYVJ
z_`7?!<83LdOcWg)jKLiWSJPcrDX&lWz-)}GKB0e&(|!<Ul2c_)!Ws`LV-Z)wmN4GJ
zw{Pt3Z!g4Jd#mXbXs&b;#G!<cQNtD@whbOS6ORm#AIE7t&xh^TywAW0lQc*LM!bA$
zT*_L?SP$hDXU6i6)$hl5AhM<|PK-l5a}*C+j9}jiq{grj&LA_RxMf6qwN3u#i1dHn
zXopczQbGxy+*Rrbc!cUA*6SDcjADHg^D4Uq<607NNacpo+MSmO7B1@8jWNSGeDG2Z
zrMGt|wttbrW3;{yb~k$MMnVLIHrzLIGF&pmlSC`_v9yHwM=f4M4^0C$`OHEZwCM6l
zQM^p|Z}dzu5OH2(lbcw|_3ruKN2Du$coFB#OUh1xKNo*bNfkvlwuBa&$9#4sXr@`k
z)V9jjv}CI8IE~}B!^UGxeV6YzYmD@wCEbUL6r{Mq%xhyH9$UkjNC#uoY|0R?!M_9g
zi?QcdyW&OEckJ;VOxl#RnLP%{lO0zMDjK<fj@8b_QU0F^-{K}nYMO@=jK~iNq73qK
zwPzZvtdBS)Xm!)wd}HgXND03#ddtO&1<bdWr!zcC#xW^b?bzjHNG#0o(Q}B<1yS;}
zP%5>3+wN9<lpLfqzEo|z^d8+-oa)D_42~_|l@rN}c9RGEZ<RfeBc8zv@5o3W`5;9?
zY1IKt5yDmI1VGBS{pn<^0=uLg&4eR0_(L!8c0`k%<1Umx<#Rh|y{{k!PZZ%5iKj?0
zgev8yHOHc2`#808(p9=BON3$hr&)@xm5C1adcy-K$UWU}jFSIWw!g<vJR|QY!MisL
zi;0M2!=RSAwD=Hd9?jw)EUnx?|5%oacg?H~SD1nxH3NHdGWCTxWsfBM0~=2DV14tm
zA1hXEv4K(Vv1ahQW{CcuWv7(D0>{x~P|j1DIvEu)H25)dq69{V^`(+2D>E_N#H0)1
z%atm1Fu2mqC#^Z`AJqBOKf)s<vMoD54R+S4d)INgMZcTe@;TctszL6_<=+t^3w=A<
TM(DuL{Fjv2bJ0TKm!AIv5q7%&
literal 0
HcmV?d00001
diff --git a/log/zPythonScripteTest/err_n_plots_multi/IterPlot__MultiFO_Rho__fwi_CGREGINNCanonic_iterate_m_allshots_5_7.png b/log/zPythonScripteTest/err_n_plots_multi/IterPlot__MultiFO_Rho__fwi_CGREGINNCanonic_iterate_m_allshots_5_7.png
new file mode 100644
index 0000000000000000000000000000000000000000..90c5831cef7e32a7a916d119378473321603cd36
GIT binary patch
literal 33408
zcmagGby$_()&+`<bO=bpMmnV%flYTeNO!lCD9EO}OH#T!mG178?(W?81wG$)e&?R=
z-amYN*lyo<tu^PGbB;0Q#9vlg1Q8Ag4h9AWQA`vp4+Ha575MWL_9^hm&-aO0Ffd<4
z#K8QDE=hZhu1R=GwNR*{(gn@*Mc8vRqSprDD57Dc&tE5&K_I`^o(AL)xlAj9QK!!W
zRlL%*Npm0;FKe`)(LI?q6#F9g;dum#01<JdWK6d~qNGvwk9<!rW(50`4aro6@o^p&
zh13gk?c&V*9h%A%&u#bZ6LxyKhG=$gRlPP!8Bz=)0X}|f(io-^JY&U!ebp_8$@y%J
z8Cr#mf*IJm-CrWVf-?w#MSqYX6$CGdjH!M*+P|iqrX~Jp=&9|ERyw`WAs8P<B!<?j
zkE@S3Uv`DcN*j~nEKzT07DX%86<$gF4ILMi7zXCE;#Y4J;5m7}KET4j5RHE%dJY2<
zX2$50kNra|I5ILi-UN~Fity6iAAPBlU++gaHmc&-=kTzLFM74hJ!wl+TE2wvYqBqe
zOeV93OWbHmRZN`4VuE<W3lBX)Aphmb3@E^1i?Y0heF6iMnIQRYUYbT)5tZVrW{)^s
z6v|{yTUDYewuZo_)D8J=f7&Y!$LNgwc~Wf_y}7A2g6y)-|NqbYGHJrmCYLp;b)4tW
zowW=jF#2vtVPIAj$-@wVqjxEBMgd8|x}{)V2>kCm{*QG<kXcKlEQUlF##(!#+;@5l
zrfW$Hl+}{?jZ_!C>b694qo~&>><Ju$tWy<<4yviJ%!@*<^f;pUS@&YTS{<#zqoDrV
zK5-Cy0AtA`z7zod%6<9l@!%u<b5jg57c0UX-^=9?`t1MMISh^#P)H+@DzGZq7}27X
zaqCIj<<FZj_!w2L?mvQV_o>9{U1t$v+7D9Dzdz`|T98I5W341@hu{ij)c#XKNNk4w
zw>y1(8?z;o1Uod)R6c?syTpp^6Iwx3E!y_xDipgwd<rhiuOVZ?tZLpTte9s;&W$*-
zA*Wq<;QzArzpwP~)$13%teu8cxQKvdIw_m~ZlL>xgv@0;gd-}}P~37Xz{g-k5|;H9
zCvj&MLK}(xdp3nn7{a#k1DwOu+HLl2EL~2bQCt!Iwgo<KGqF$ujr=r*h(V7o_z#2p
z^8mBm{as1M(gMmdl@&4?6{9|0eSmER<I@xtbyQ1cBvXH_Rx{i!==(&KaUpN#6NT~p
zf=WQ2WR9-v2r1|@if_k|xHcYU5lLZK9xJ9&rkwwbzWloK%YW=MTaSM184S!OE3Z?Z
zlBMOIMcNAc`1thp_U`BVO1Itj2D{p=KV%j!hC=rjo4pFFBI*xZw^f{PqajV7j=EF1
zHm1s)>*OD9)8{C(=ll{98WIw-=X>=N6D+qUS=H-&4LRA_+fk8x*W-cGd4+}h`$)>L
z4_*?6iPstLu`0sJd)>4+5o2y;HQ(TRv;J+bi4a8&cn0A*{cR_ovirgMpiB}&-3_M(
zN5wN;p;bX)37J@l4=4Q5If9P64i=eld1y3YWT|A#%kMJ^sFCuOGKLgKOJSAM=X?hh
zzpin1IJqJ6h<d1O%Rz|X#%n)+`)1mFB_tJfQEu^iCvWG_&j(Ez9E;5r!_@qgyw6Xn
zrs!m`+MVBRv)X#`?1I#qPQBrFdgDI1cWqIl{_42+ZhN7=`Mt&F=i`eK*bXjv1WpZz
zA>i&qKfOKpJX?Yit=KOHbadVu^~r)}>MFOcaXlyJ@A95MMgsS)Hh+E3(?y-U!dy_g
z%6+BTR@p^ey@=tfhr0sf>v2xtx}EEXaS!dvfbK2~D8f8G+lJTk_80W#X2XATvA9ve
zpz>m2_VhBc_|~I4F_G13wn=~T_pduYWZcVP!Sh6>ji0gtiOF2f^qLJ8OD${*9?tr$
zG5COWTfZT_<**yl^^@Y=?g|aUWlJC1qZGe-*>acwud*e{`+Ia=SpDQqh~A}M?T3)5
z!c>*N>t)&ZL>FW8cWr~YlJ+-4lTnG{tIfe5e0C)4OE2@rvMS>}Qc>mW&v(NH2%m)q
zjN8{P3s-1la|sH_>^5F_dhJeEnASV_R#lzrK-Y_rxi6CrylOI7EoZ7sN2{`WC*~Xn
zBRdJ0?v5q+SllmvE+bY}RPY=&58hcVEG8ssaM9~jd-m3yX=q<f=G9iyv!BOpVR@~s
zw)7cd+dKxJ-(wTXDoTbkGc$<^PSsWGdHK;@nT<Tq!hEkAz<!v#=X)AVpH7DWpZ<mz
zjEKku2cPP>KCW_qc0QL1om_AW-OY=3+^Kdy$>UnoYAn_7{_gD|5`vdh*u%_hu~?#O
zE}|5OMPI*kZ6BJz!?M2j4#bV~0!SjJW@eP^!!<>b{m0?U-mg+;Ywg)k_o^4;;G5l-
zb^WA|8!o=?D&=nz-rk*ra$koM!B$yW)~%M+Ud*5L|N45<O}3!bc$5!yoUPichjcm4
z%cL9+%OrogTorS3EGW@!o#-U+x@vNjVPmV_w=%82PN;9XNiLVZZR?w2!_>nD946@+
zG1wQ1KrlAwcy%({LUEa^fLwnvsnW-(C*DaR3SQ|9ty|xQULI&P#r1yzS7h046z{tz
zPAra%9q;8IPz8Ny^+Rqr3F&S27>`dD;Rns=hyK!GKd4#cyG#z1#1{cK5#IjxgI3$E
z)v;GcLLP%v828y&GaQuT_vgk+>b@k7qde-tJ_GPE7YLN#u{svmY$v`14ZS~0m6EET
zhHH+yiM^PxB1=ybyk0!Y?<L!7Hdf)m=FEgbZ+Dk-6*^GmG&F9c7Tt)##ID7k{kaF0
zvk3&(D}laHLY5nn8ONqmUvz`asd$-Gr_1mBcMyu$-sTb;(~aVZ!r8Ll;a+d<y;cx6
zLh#<_xOkbF=ULSq*?U|oq7TpJZ>M@KA?Ej&WFM|ppANG$9Cn8znMsoMWa-IUPmJ-_
zoOG_A6I=KakDE_L1m(j<W@0GRhei5ZiQ1D1s`TT?AsUugmV*Su2bWped`tD`1?&*U
z>weMGKE<3AF!ALWPvH5<n5lWmk!q|GwqRY<N;BbupW(p69N4JeU2k6Ss|GpHF+;aE
zq?fL_5v4U4hh_D01u0^!GnA0U<N9*ha%@b|WBpXk`TpD%q<+6XGhpv_LZ}@zcmrm>
z>B?n7O8GciI-Kz>$@V(@;(p&0blrOEOUSkTxkv-aqxi!^X8#N^nXjX@x7M*auZ3!b
z*%~n}1WzVscwBNg_NXSp!P~omPxrSGlVj;UZC#i6QhDsFJT3;f^{ZCc!KVk43znv)
z<@6@c^W=bXg`~OhrrU9+YSnJ9-l@`JzAE4IF6N6v)`wKy@x}VB6D=teBz(QKw#Lq`
z3&NSbxuYe#rI?On^9c)3`b<LJvmblri%Yt#FL&z?2=bN3H|(w^7gasF`tEjnF&`sb
zW_Tz;*`kp1UHT!Uj45S<z<KvHkdE6ll;@>6Jer(TaP*Rxu5u`ZvzewD2oEh@=L>EI
z{Ay-{nRgeOm3b+3p8b3{50R88*xg{e2A-b%=v;?a{*v8k7xEPuhtKeMYPy_{(d1+5
zvSD&MV>}WkL4MT+Uy`n+g$32E$c>$@EoXqm{LGsw3sksgx~g2vP4KJC^>JuySho0v
zbThB*EMCNihLIBCsoi83RTp4psmt8r9euTFmQ9bq3m3ArxHfe#3{<w9!s#JS73<O!
zhcHqwJ295ZJC{}HpUza3lFsQ#l}luO{F18=4u|E17<mLQscOtw2p-njuQ!~I^msL$
zVxk%{E?~qapL>6m#2&m2p(qJ^#r|gDRrRj>0`#L!`;gK@)F;Yf53#><G{$Nva9+rT
zZVle6dJA)<*ICXAh&bX4eM3MU7$N=qP}Pp~4iVoKL-(g&u&fh8Z<iHhn$`C)MMB;x
zn(WVy<Jxmvv8umc@VM|$8PRPm7~_n2%-4$cn`t+xcc~&+_t39|_nv?k8CqKX{LG6^
z7DSdlF)^19rHfhdAD)}5v$%2tuh#89A)F@fpwoRw_7(QSzT{Hzj4=?WJ+s>LYd3q2
zB?1&`KSI{r!&K-^tH6!Cm#cx8n_CJbTM~P=SVt=8?y>YXC67F^s#~)6xS2p1K4zO7
zxLf;D#_D|iBa}ka2$N3zyjVqL`i-gC49~%RGmr=4Wd;MP`DVO_P`zH_9Z#pKl793;
zTD#H-+qs<-vW{+6w|3j$gFC*JSvKT^mI@~mZE#pF(@$OvIvy|6fAs3$!E{0<$Mv*n
zPX(vw&zA{;PPw0U1WUCogsIqWdDS`TO?QhU?!uh`DCok_D`ds_9=>bM>k0Ja*^d()
zF|O*V?8_dV%R7>4(wQqJqthX4kCVO@DB<nm1{R&Vy8E5{TMoUU+#h(tV15)$=hlND
z`WM%phj$wH&L``8U}mGfA@q>Rnx^QdkEJXa+)3y>L@vWoaR@!QYla42WI1-I(DS<P
zPN9OwhDuhx1bUuNXlRkCn3<Z^1IL=`vCjfJ=Dw(3ypov=c3o|GfG@v2nmpToz`tGt
zN)*St;O3LNO?pbqA2O-igbQ|_#60cUQnQ25V;Qf*R;Zi3kk*D{LV^?YirxzvTJCk&
zw|K9mYPUuDLz<7lhdPneCI)~ghrBE-N^Falwe(ttqd=}!f!+;R@4GLz!1KywS9JvA
z+HT;-dOc)FSLd$>H(u8#i_p`JW@MZ(>oJ0_H>bH)7IU>#MQPtdh|?uIZYJ0Uxz|=h
zV=~Ag4*<x$%jYPAzWG$a7rJP_s6gM?Q08tKOu(`_z(v=5NlosU^P$?({2~6u>bTwj
zF3TnSE1rq${yc=bhZznn{A9UBgI1ZE2P3IHs)m_RzB`hien$>o=Uo}Waf+(p8-*%1
zfte~7yOOhyJ@zdQGSsM>TY5Pzl%2e62f9YB69kIo7~IQGc|`iTw>jk9u{<>-ooiM1
z`If(-|Dt#=fQnmJP?ejz*4|97Q)4ncn?J#3HC>xuYdG}X6UdKAu7_<IA=jeBJRVb=
zdpFpYL=}{B+mUNOm+rk8{fjoJHj4U^uu%wMuPD=%VlX=$vOAuC>zLXq(n`qlE<sak
zn*NCLYq(;bt=YHZr9ke>$;@pQByv(@A2j%jVMauscJm?m5HtO^utz3u{@)PwFFuI>
zJU8TuPXen;!>G!r8z}WfGtGSo-=4WVa~qUVpr}$<D~fOp8TkQ;loWF4`o0^rLJ?O?
zX5<os?851&(xu91l`o$`QV#7>T*}I403}VO1x7{0u}QK~MZ$4m3OFPDf1u=lErBj#
zv+PAyFSwtPKz~~zc_<LuPh2Z<SbR)Cr!7ErIx?mxfLV`ZXPferh#x28$0-wC-5TCX
z@FycIS?QGgA!_tzU2eIm>5)}_7Of_wn0#DL%zU?<SXj+9?(=oulBMeX5b+s+v{=sT
zHU`wmbyUZf==6&=qYVQR(s!$ADqcI~Lh5QjIhYD9Gw6=Mz-6_vw6elywfG6RR|t>M
zwQZ;L1@|55Ze16@76x&qE&xqY0ycD9R=(kG>{*%asFpP~*?M@atjILDPZ;w#{fgz2
z)9Uv~Be7X*Fy6oHU#Xq*<NLI|gS)eXtD{=uu<&ef!R3zQW|xQ2Al%+C{Hglr-o8I9
zt!LShRSDs@)j+~;$CEL&`q_&O%BaLTtrY?^r*jb55e4lGFgWhHUTvd|rowk@()^$!
zf-Kka=_z3j$!f<v6x8AJ!A8&i%8TnJzP-;L0~~GxW4SBbgB}~n*FeqZ`ile#`{g%)
znm+Z98=LmL;y?V=e=?DJYkS`s7y$OU=yx;P-wQ<<4*E)-<l3=I8QD28rda5bzaPw|
zyvTMCzrH>}EO-sQK9}eW!ZwpL==V5Dx&Pi}m>lTvNGyEDpry5}zCYDnypZ8M3NtUd
zN1pWXLg2mp{`wUm^OC*@{$aoMd@WE}_3_$m%atR4G{o<;<%MA5RZrE-0%5A!nMVw~
zk?MTwi<LB0>b@T2&txnaXMb8@tz&<&J&x<;uydPwe<=_MLf^pS*_)l5YY%XE`B<_l
z)3}_bCbC%*0%lWE@yynLv-@!ZRbk+=FC47+HWFk%$s<!$Q6ZJgcn$;~;%0m{tG2Vr
z6e+MoOo3{Xd!b{vJ;bCtf-RQbOQz^C{e8v&{)s4^LqulB4AW*{cobsNuHjhk<j=e{
zL8D#~1d#^zSfm_R0Zn-&J?jTa@z}3C6w;1e#C+NE;SQa>=-Ajd<KFhE-E?ZH@Z{^M
z)LJZlqI>tXQ0sc3WDD!5{V=%SZ=Kx+`3Yjf{Bku<6L@Ie@1LkT)pJXb-1>GbPb>xU
zo$dV8^*ScQJWo+3o{}o|DcCy0#ql>O=J9i`Y|(aWgpN-XN(~RB0%^5FY8GPBd{_78
zJKFGSw;QS);QI_h9Zqj_KZXFw{4<8mZOiL=r@a(j4|f&n0=04=qw;^f7BWvKiNa$p
zu?`=9iLfaM?(er;3ascUe!QF|%W)i|0mX;6@WtrEQ;pv)c2v;!Pz89Qo<C=R+#5cg
zmsf^Qt%23;pk2%4|9Sz4$)^S}bQ&jqSAmetJ|^Q>?L>t!vkx~}xuUU)dO(JUk)_hW
zan^Re^JqFCbRY5=mElUSuSXAQ$rz5%(Vn<`NhzT^qQ%v-g4R}_FjT!l(pRygeNfnE
zz9pJJD=6lpqi#q?Ve5D(ob^Tc%@W)DEjZJx-}&5f&pnoq6a-sCdW&j2fSb4}C-_jU
zANL3Jpv^3y**|bF=?W^7Hq(=yYC4PTpT@#!n=gw2?BMJiD)5Jn0V@~gHQ$;y&yCdB
z0|yMf^`ax-(390<!9p&&Ygl(v2&YSBeB1+yF90yz_i&pRYV9u`khjy0%1h*s%O0>X
zXH=?XA>;gz->$`s6!`9DQkc5sv+7GA{+eiia$U=ch1zWl%me;nygvw~j*$z4n3?CB
zo997HBvwK|`Fm4Mfsk*=gm1G&?L|;uJ|uThI-R>uj?T{B>kB=1BPm`>!3WyT)^wAe
zm%5SGSNB+Y-SuO?AmLvp3Z_qIcJj$(X7ckLl^ZHUfal<%WQ*dXA`)g}!;%R3j8xMQ
zvrBI_Qz*9V_Y$YxsX0)8X;rwm)H*XjTRxqz-zqv0;jl@GH1=9EWn#512Omv#>Rb;v
z9}KL`g!1iwC%pe1SQ_#LDO`bpCYjGmPDNh=IO;^|ZOCR={0&BoyR3okkPx<7CX)*@
zKoY<1aIAwCqkFlSEcF90EcJrVV+NH?)7gp)eQBKi*^eamoQ+!Z9o9vclRHaG_nG3X
zti9|5K9uLbPM=-uF<|iknf_BseO1w~CQ;+R?wI11dVN%g{DR+RVI#DDyN78m-Sh>?
zLjgri#}^DC@LFCAq`zuUZ||+LH1AnE#$~h8I_%;b;DS!5=y;GP_G`Kii`9XOHQl={
z&B94HlA$XqI$F{FMs!V^29|+wBtQ+iD$ng_NqXb~jcxV>>M6H<k8R+!RAt9ZGI!sr
z$gW97nWXt5AXbU>AE(PMiW;`rc4vW$q~+GHHi|SQLd%%15YFW&bRUVa1@lN%w%K-U
zi43H$oDFwstJj!pbs%au?^*!F*I?Xx!O$d@vkC=d>dXifA*22jmbE`$il?xvsS<s%
z(e7KV?jV-zc}hzbqqX*{G`KzClzLgoj5};BrHv5_zda=9ReTYtk2VRDSWoeps6($D
z#4yzNe25V<d=jhP{n-18tYcqJIt;xr%qq%E25+H<RK?l#rs!>RjiE|b(wp8TxcHBO
zEGs2H5}Of<cNtTh5<sYPBEg+x-vU#$VpvzwZIhpeMy-9vn^e7EHx^FcKyv$Lw&uF9
zed0W0Hn+F^G^0GHV8XqfBQwOEHQ@TW;W=G+8G>9mtQIXn@Kcx%c47l~y7bwTw{L;y
z0F(ZhDA0oZY_fJgVgVGPD9a3_r2dTuX=o3t!l(s4ZY&E~Dy3IUFM;%+l8-P7;Y>kT
zm_BWNcpr(OJqC4bW&^~0PH(-JC(xh|l`IX}@cG{ggX8h8giQ8kl)n2*bMrp{*=|y7
zd!NR?G^`Xc2!WCyFm7-{wA)FiOkWt^)R%jTxzdMzIft-7{_L9;v0=73>ZTOmVDA#a
zbmDoa0170qJsd006zbFLN@fsJ;=D-xmz;j|mgg%VO-in*c3^Mvh=1<u>v)pgd7?iw
zEJ(;lS-f{>YaJUi-mO>gIq*JM+NnUI9le>7g?9)$dx~VVW&%YoUM`*|4VKp#CzA={
zgIF5cX+<^h<>j>*T|ybScikC`SB3vUw-W)y_2<>6rIIfm!8+0Sl#ovc_Q$37M$8wC
zc?_D=i;QR05!s?NP9_+aLYNW(V{dnhmt{MnD4)=HVqy915hi*NC@Y}AFUh<tf9iX|
zy|a(GlY`}nmxmd=JjkYA;M)v+_uKdSv*vtq+UX7_rCLF~*MqrW=3&<#aB}U(kdmi=
z_xNxeAMAd?pJBlKv4uhrBup$Q2qdqMI3wOS4mX=QLK(WF>iqh=Z(Y!E3sw{)7Jf+j
za@<NbbBSdUu3!!uapz+Q19#fR+lLbbDE^0l9j3`3qWa|TSwGbKM8DqsRLh?Hs)g_%
zwQPa}%F9g<1`D!&kEXd#i3i0qWnq8BOBl3+rKDy;{M`LAOr6T^IF{JoIaDsV$D1Ue
z)c!eWm(UYg<nK{Fq{Rq$#f*O~`|E=^5+M-^n6F#WgeWQxQ%bt`uta=!l~r8EqG7RT
zCAXtw8aJ)jk3DHmFAfso|8@k4JlgIZophHswFr)O`iDZ+mMZlvb}HTMF1nF`Im>in
zBtyLJVDv|rCQ27aQULSdHGo9)cxYdaP>Q1Pcl93k{BU;fu=-GyVdg(joGFs#f88w@
zkbF&*MG@sFnejYOC`0KbOY(H5w3UR(bf)c2`YI=@GYFGb&BtRQ&@hX&q(3x0lX+YX
z)#5bixJ<eGm6C<O2yMFt<y~K>KS3hg?D9D^q@>iaHURaH!Q6Z>h=}>V05AW%|K!ix
zvFv@;Uj4mLkEa0-YJrn|3oFHy(CwYMJRB7vxA9c{<sgq#r;qyhAeIh)q<W-flaViD
zQm$cmbO2||fk8$M9nx0?s?aZT6S7Ex13q(Adec(|n}BFl)oyR67r#WdZc?O2Z&A&T
zT9NC|d`Oe{%*+QJ;gKoAhQLz8JUAFkCJy+~2Q;yk#HWAJ0U0#RtOpY{p^^ZVEWN$l
zj?D3h7VSjbF{l=HHYVWq69b$LNHQ<Bv#QX+no8}fuR9rW9-<iXw(8b#e1L@oHye88
zhO)mahC^+eVUc>w`?!N8SjwJxANF3b+)<ldPjtu?&A%kAKaNo*qX_e`hX1+OE}{S9
z@{C}9J;}6|6)M!dfm;)O{|CAtG^MvN&f!ygM3yb;a~0MF>$T07Dx>j^I;bO1oYJB2
zj^%p{;&@9L)Z!W0Pjrg`A0;vNtIH2gq**kUIV|u`I&jXCaK-}1*8AABdAoyQTdA!r
zsW2p{Z2Y4QB_51K@a)gkd&dUa75c~B6ALJpEY4;?A=4Ysl*BpV7;*pUxA#G7gs;AP
zN}N}AF3urD<Vd8uPSF^FgBZ`RN%*ui9j$V{t)@&ZGe4*#vbBgvqqJ6)%HAWIL?`1N
zHk+YBfUHa;j1nmdHMr(bYMaT`ZFoZ7jE#z42GciwWDV^x(lK`N$~`Fw{5NZT$0>w)
zgyxxlC8yxEjNwBL+I}l-#vfVTxe__T_~Weplmh-;_BE`MG_MPz%H_D>D&HQ&4L6FB
zGb;s}WXfi@wX=%(tC5O18kYC2nQsc?6<M$rDy|PJSGzPj1`@|q&4&rO+g7>U2I;Ak
zHpH9IQK&SItX&Atvf8$jf)EvclPeA6kyfBozp}&y4i1G6r56T>P~NK9{|s5)?dt!E
zp9YYmGT6pA+0NJrFM-PTcdB$M>Mx%VR`Do(S-Z4M$8AX&vrway(<r5AL6FE=`#$U=
ztDbV~R0!5wLX;qpMRglFmPN`k^bzklifoqrG{87V9n`bRej2dcGRaI5Q{t4xV`}1C
za@B@uH$lK8Vxqf+?LWff)Bo3u3?dJiDytLh!-M?~pA&6We8TvoHX4mAN7NalFr%u%
zqF8R;9_Fb~S0;x1PQT-$f5t$*o8IWuSfkX_K?+8~6@$v)uj;DleeoAbQ6+}NUo17A
zQxS7Apf5!+<(pnA6{z`Y(d#)3*IxVXoB0HdYKrCzW01jg?(uRpia#dK2nkSwup1X_
z-M<<3H;uwSLUHYHo))+;VrmXOfieCDeQx_~8^ck9T1D#jT=A&!Ov^a$D?#<TZFEe9
z-2w%8Wg{t3KO=SRJGWxYe<khIbjpT|3PM^>6x(B5GOy_atW+tgTXlF@qZ#6J#JCrw
zHj~)<7Xsc}NW4?%8+tgR&#PY`B~MT12oC^zen9x&kN$BD_`#}An4hKj;tdP1V}12E
z^l7CJh>K`*3LVV*;6(DpG_6$Bho)_w{E5_VyH1E^6Y8cA=Lkg(E_H)2Pdqqwuf(oq
zcScm^q=g~Amd-eTWmk5Pyk}EiAs_D1-RX+_UKf=8O+SB^K-mKKx7g@rU-g?bgrrh1
zLJRxqdv{7us}x~yho2<IS8x7srAn#n#bxO+wy?Wm1ih^#1xvp37sDP)q~NKyM($}a
zt8r&OjMQ0ZyTo4O+_t23?=Y2FM~iiJ=2<J%<o&&F(=8kP67!-07Rgs^iW&6BMUei6
z0}{~g+CR?07Cj*@SH=5}*6&XVirS{kC86bWsx>2lT@s%dASH>le!lBuN(!5A8S+~W
z%XAbiu~$XDu3#)1RliJ`WXU;qusz<pw=z~bOhMVEtN|h$%qfkl@%2KW&8(=Elg#RC
zy6D1tmpoFv5ZSq3PP-<amogHV{}<nqr$2v9>vi9|7)zs8s=G1)&<FsTFZq^ldrCi>
z(0P}C!Ec{~aQ~-NVwKnSX<}VoVII}V91|bHXpcj&L}&_3s4(D(KEJPgC9G?X?&oO<
z?`2hW7HgWCj*iH+d3VYQ>wovA<`k_rGwml{^x-$V(!|~zk^|sGAHXN@@Ua7Kzo&7F
z`J7W5Man?bi`s-$`q|0@;e~I0KG2@sq^PL6<N$g<GcUSHKDYsj_>H9U&=gL`q>b8x
zhVrG-P91FkM6B~1R_}2+Y1yBtB?ry{bO<0D5~X9ml3_mynpPkSEzHeTKT@8@wJxZ&
zUKpiTDXIrFx#p(3viJJmoaoNZXLtNJ<2YU|xUbYEV>;KejVXuRevfvvZYaHOavdzt
ztlf|3wSu1Q#g-|<J@%1&6q1nGpGdvyzPO8&PIB!Zhc49}@L6zQen0x}bP9$0_#YC5
z|9?mnx$!=1bmM_I_Ki)`#isS5@qD)X&50|%yCdJ^St_s(I(g8(i7%uM2X<VUcQ`lt
z_5Tts)m70?{{+q>%^$N+PR{b*!(LVk4IWb^PgFcs930&NVa~BFiiy|$9qQeA5jhv;
zg5w}MKmjTI2-@L>b7HWXgX{oE8WKa}YJYWn!Re*+7M5J{tzmgAjXFmn@UdE{`;~g_
z)5pFJWtyu_I8ee#>9bXukKO?5LXwVQJ-#<HF0Wc<GRz3#+-ei7%d;Q3cOzi8Bm{jr
zubt$=1Q?z1aZ9rF*DE5k4m6U~#og9SZ-i)!mj<`;av8HeiR%mZoEmXY8*#sVkz|yt
z@m#<4aGs&?H#@6(TTdUIq5#I$p<@1f3mk=*7%7nXu9-}Dw7M*D=SRobI`;q(``=TD
zBI@{D>9F<Y*mseJ^<|>pde!1Pb2~HhUb}^sG<i~^?p03OfJRcL2;GG=s#(wWG)89<
zW@}7w0m(L1S?c=!KAzjP*sJ;6YQC-?U#H-c@z;Y_fJ(7j+WAqxShA3vu!8X%P~SDG
ztpYWlJrWfKm&;e3duC?wydH~1%Btl?3QK%nU!IYqht${%{cIA-!)N%8jLO31bxHF5
zP}2eMYM_~5H`MF;CeL{r7sm+!Z_2o5)i#xTEkk4=VW!rlOIdwQ<x$?MeJ9THsc-l{
zI2}Ro)$I+j-IBhFqLLw3u_V~KSW^aUO`~PMrsV8IV_`CN1Ta8+(3TxSKHZLJ9ll1L
z=9w0|9c9LXXrxDE4)F#Ukz3t+5Qy`nZ+e&d$L2HbE5lBS2mj)|NaA2Jk}Sv_DAKI;
zJPPbR@H(9COm%VHDr31=@G!KLidL67Qm(tjd_c?ZV!=W_LQ^9(Cv`gqCmzt>U&)d@
zXHZEeCWcCqA-s;;x+<P`r;_U)ja{c(H`1xR_i_5!UMq>tW8*Bh+bW^jwpXU4tcpZ}
z0wgGrv}(6DH|e6?rX(i1AcHnTt?^y?iC|a)3uRLQ3FmP*uT2sQ2^z2%7hW?AIU4E=
zZL958O5aq(an4W42=tV1v5?z{y|+9BrmMd3Sk`Rxc2{IR=|4pN3(o|{gTJwQlb4P>
z3gu-#$n$Ex-w*oQ!6opT#T3d@e0y!&bTVHLwZ4ZZPhq!*-gP+4>^+hDDIF@!X7gjz
zOq>nPZW};XL%%tttDzVNx>{PTzF5$~`h2z!0v3aP`g`-uu=^})N7kKwZWjR+WF~<A
zwCss0Z6f5p8fzA}4m>0P&hB$pfx42{u!@&95FIB|S~nJ)y1T-!tMLO~0d&!Cx1QBf
zaE09(=Z$g&WBk)UWJkm*N6UX>v-UfcH^XeJD%ZhV$kWpmiID4yV$yWYB9Gpf<dBsh
zJdPaEaGp*ClJvdV#Bt>S9#yMP&C$Ha)Q_o2;AEtin!fQimdkmc*Jg&--s@h+?#;XO
znVIb`CH4|410bcnsRc<epn|+h?<kZ?<voEWJ9S*JS<NYDcDb3ep$>oN_ZU}pdP7;(
zs6dVI*#Ff6IH9%sT@RPjffdhfNjKk3w~&zbZ`}8GD5#C+*Y!eX8b`_xY!~Zih%g{h
z#u;kXxTuALBx0LHz>#EoSyg3qCe-HsCQ}UaAKnssnZCj6yzK;dSwY?#`{eH@sf6si
z^n@<E^h9f+U4Sg8nlZySAyZ4cHr0vgv!JSlI-0uj?LN@=C-NP69>t&z2Ll1DS~^H1
z&5!5+<M_N~5c7mKa7yl@bK+;_s&J$=E@(GK-MsCrJ-*%C!0Z{orQHKuTKE5QX)hLs
zKWm<=Y<m6jaJat};{V>vyv=6eVc*UP;xt%qYstOz4;>^*zgg#*t&phu`5gQUU8bpF
zxsY?xQHFh=s507@AH}3z4zRVJ5I!nCqdlLk0j*FGP$9t#6B4MqoLmreZQKFP4Q+^%
z$+JfhIx0za$7v}WMTN8OEBzPMl}8*6F)?#Mj|2nkm#tU(<%_ST_nK`Mj!1+N=4xzr
zg4y_nIPR>y*<y;Wx@DlE;Efa}<3*2)%kR;Dh`FVX!~<*dm6LEF=CgTuX`?)UMNo6#
zd9z2!wMC<SsnA5x<K{EtQgrg;@F2$2GhKNVk&oZ!yPBf;jCW~+8&;r}3&QET3UUUE
zLb&o<f0v7D3!lX-Z#0WF|3n?PW1bc#7ChT_e4U2nj@dWWNUovBc#ak*2dMW<_C`m_
zR6mJ-wfcH^4mQf%9Z!a$4ZEiD?We=bY&S@w4qo$dR~&X$^Mb(&*+F;9SRtvLh8BxW
zmBGPW_g90}K%GzxbdL-eF*RRKt7PMsICqj>0TQvtO3&i1l_@TZS=S4l>o!0=`G&OB
z40NgZ2FCCL-9tA`e4e*C^`7=ZtT#)<m#u<<oa!7<ctYUmb2o(zrxORB7m8`osn9_$
zDXx!%<gy~-o$VhW-V9C*D91)rBXG~2rNO;yL8CzMX*w9>+!pTz$?%=E^0Fk0<oZ_k
zYYl-~xIj3}IR}-C96OL!a#YIL)t=~`rnBUFKsz!FAC>0WEt8NbEG#tYg&q#27inxc
z@39yYdS1Q(MLZ+cP6dL%Y6OH?k`!9NxpGQkJeY93sSniz<i~$w9fu!S$2EX;q+Rv>
zD4E2*eu3<M)BQuoW4APRL8IOkxZ*&*;rUJCmU^DsiWFa~gH_m<z+>K%5!zU0GmMMN
zW-(i8uL8aI=m^4gS}n*;<vfG6q<(>d3IYY;gMAv}11efRfOAIlNm^pdQ)w5(U&Jl(
z8O&`sZE;Jje7UN!<}IyEf0xyfgR1KyB3|Xo$ZvR=%28L|6W0)XusI|c)e+9f9bG%D
zk*s9qZ}rLR8{rEnwDkoCLV6Dk5JDEl5&a(Bm>jJ<nzieCq9kwohd8VY!Y#kPA%tp1
zQ;vM5*YsmI3B0OvJZ%dfar3cXEc1<9rsL;4l#!V@eUI#i7#KV?`$!NHjsL0TpH4=?
z$>w^?1{kiQoqd*AlX-3$WV_EvCX||sL8-olc@?zzP5RZCl5{V7Y1a!a|4#la>*RiJ
zcRWxOEK8=C&I){T;L$l6M6h_+^6kE;9Bdl~dHsywM>y5~{)x<I5me;Kr(?4IzUoTi
zENZBaEDMnA8bp9)j3GWST7Q<Y%+I3k`R}aPAE*^xR?S|(@<JITCRkr&L(Z5Gxb2gj
zmi40rqkEOySnzpl?}%@<GJ!>3;5ZTWI5XP)ZK*wF5aEP44G;3HNi0TeKtUSbg+gSv
zP5j4=!sw)T6vzIe&W<?(3b@qz<=VqJs8V^%!q?sJYrM&~SSJ(&ieYi&>PM$GO?s+d
z{2_;Og#Uw^`A>eXmIzb;gAI4wQ4u3t8)a^&XWF7t!4opt(S)p-qL?65F~T=wn<+5(
zeR|Yjz~KBdYQq!#_<d<%z<W5waBGu^9C{Rl4IO@<vPx;wM2IG{?Wgu!?tdE~*T#-h
z$XOrwUP`VcBXHHYp2WO`;g)U2Or*lgdy1z-HbaM}BSfX|`DWGCO5R2MC~rT+@=z7?
z`6FxixT=3=-RzFgu1YFm|KcM`u#YZz#ns_fAhvX9zf6Fdg4BR;RU4B?zI&B2m4gow
z1)%|#SJZVv!+NK;y#IzczO2h=<<MwtDa!SatYGF20S2^%I!OYo@~+Q&_KD1SYbaxH
zStlkfAiLkvPUN$7(~4hv#U#i`tfUn~UM2Q9C1SM%OIlujLe%&X{=7`fjHE#SN$S*w
zSRAPDMy(UIp1F9zb8UJV=U}NLs`eJs0Fy%PSKwcK_lGBVq5U76<pWFiFBqyQUTpFt
z(jP7@ceE)HOLwNkg5{=(=eLCW{t-!*gZq<65_Q9HLpPQJh~fkaGV3vw$lb?****tN
zPSo5v_tuH6hNB=KI<$$Zex$FpAK$fdB#K9&&x$LXaZ6-$iIZ%Ky5^?^ibi$?)wty(
z7DwtG3mG-05A)MDm@yB<!6)ocu!XF+@l)&cu=2IiGW5GTw<94W(P*?tJC>*62-Ucf
z8NUGtP?)-Bf9~NgJl%hBFn|0%!iS?p8~Fin!{lb8pyHhDGpc=b5lVf(MfzHwQ%7~S
za^n*1+aZ1b5R$#j+hc$3$Tz0S6s^`(uw1nucCxIjWHryrhJN90b041UlRFwV<r}~J
zsXn1Nfk6stQd=#qgphcLh<Os~HC*$^&N!^sl5FTw)tTDwL-6K9mVT1zh78%yP|&mL
zj9*DK=1&JIb$P6<!^h`Lr!dnzsr^fC{f!|4;HjN|#*lH77Z64i;rH2P{`-bbQr{%U
zXN&6YnfI2d4Qh0eFP@Z%LTB9|4AsSyAjIG#J;KT;E7LcDaXA_UoYQzORw{`;%44Nq
zCw5T?_%Gw<<dSA4bYu@4zRt=Zsw3`eq@j9Gph=8|Ai3b;Pc%to9o>f{WnUH7HyGp@
zd{B(RHz&#{)e0QkDf7eCd~}w7g_SQH|KlQmWRVy40R1b-xh1XI_lcM?JK_r{`$q(U
z1=_fRrFp90)CJefbqT2;6Jj!-a&3PD7TE>8)_`hL8wG%8ebJ%{Qbtrw+S3}D$w*k%
z=~*Tysozhcc#c|B6lj8|1Hd-F14(HqW{Fvs1uON1Pa0a(vk$0`!YEtTS_5J2=}#<&
z)|rjyLK70-E_#Psy};-^dm6hjzb2Yn&W@dlh)XXQ)2Mq->MfE1Y(^gOkB(IO$qO~=
zQ4$3Ng2#vy`wn9GsfF1{%s{kHrbkTQh((bO3y-&y2B|sD)v7;a_tv)LhCoBNByQ32
zBER)Ka4(FA!EcymFxmE{D*4ahF|$(XTnL_Hx?DVYgg>mojHnKcZf*Z@8AL3O$W8|5
z69(4qyQmoy8L}AzDu$ySh3i{vUwu2V=NVkW@vB1VL1|c+p}B1@NcZ{nEZzOL3*(T{
zaGpicY0<p${!wdroD>or-VtXpyHLz-koB79fs2%71hv4rR=8n`-JSv22u2a%p<oWv
z{8*~|Pk!y4Zb-?b!dqCSwC}>*`VL%?Rq|#9lq7>62(%pi70Kah@l{mU)Lp`rQ}Wmp
zxISDJi1qbyb*LY)@WgUzWT|JMNm9wJ$(7XL2}qRClzr|9_feZtJ3{Xfb~kYsP(-z-
zhnJlEVg!Yx)EDXc!U|ih{iIofpQm<R@9p)Y9iA&=6j;l_`Rs}`>9zXIGv+wIwfYc=
z+1%NcRM^x|z{Z`pO{rQM&US6DeW?sL(Pyt?R^5jw^-sIcqlod@=N1Bx_Aqs?{%r8S
z=L*~%R<ir>GBK4mM@p|_Hei{$Kd39`eF2%0Q7UF=(vqDRn1R#Mkxp>(79_>T+SbeW
zqQ5YEOPN^7%4{*KlSv5s%VlI8H7YvUEv$5hJtHPRQOeTf?Fs-jU}TGp7X0)YZ@0T)
z=vvUM{bFP6sOX(eeHxHJI#%SlO3jYc?CygwBCxFbdX*CE>!isR*i<NzMxCZqjJzma
zA&nd<*dU6+W~^6v7a<Lm^hAlW{H83K=DdVE3U%M@PiFbRqW*v0vTl=gw^r!=p|72{
zYmjLhBMxnlZOSzBMm&bA3k$Z+xDzeSL|>Ps+(jOFCStl2{A}UdF+!tO@(iIEI_q-&
zE4{InP37N(Zz~x(e7gDZj<H3eubvBREJLO}oz!PVmE)GlhD@9?cjCG!<Z$NOKllXA
zy}SwvcJbM1$!r0Uqn}W1#93!W=&LuVjtRf~D(s3wt{1`pYhb1Al-cLZ5zLk%h9h{p
zph_mf`H0!%5&sWi?+B$Zif~sSuw`xs73d8o-N|8Y?|$zDgOZ-Ea+`WLx=Qe;6qL~S
zzQ)=V$w5UH2`RBO<fAoguX!*AuS`!!I@s$!V*09ow`fv?HD_)ukc<31`qKV<#f4Rw
zKax)^<4|!ToWKIL@5JI02=e_9!Q(zEL^9r-S5h8DL#a2mqB^f%RkQsVXLT>2-?&G9
z`2AK@*Spb<lOGze4Q5wnpEpe0C!^#Ambwko<*n(RDB0}LH_v4@74ZM+Sbv0JF$k<1
z&)?|%$0Hpgdx(tw7FyWBhhju%Ckb9@CF(4-=)rqt$|$eBYn77UPG&u4{t?hQgV;i@
z=HIa^9WW91b2P`itn@vC<b43zi8SkKMa8fZoK!}wzPn%4FV5EN4b;`4a0ve!v$mSX
z@HWQ|3@VZ~#MDI=xb%(PfJjbD*Xd)LvfKN}i&}m1NPnaGc|G6#P}sYlqogV-2N(hi
zxmz3xTPmU?X51RfVTAxK0K)^wf)5(2ZF^uek<&kl!^b!gS!%m&SL27N!yj9~;;xg~
z|MtL7_eHQm?3><_Y4v`GYVJMNWm&r5_nbZ)AVbnok<Cm&JAJhT*+4A|ZINti!+54E
zxU78Q<-AOG)@o#1vcy#W=!}h07qD8TzP9`)+_ZLOgy52a1}_@cOs(Nh&#hbsKAZ_m
z7$jk8sI0M4rrOgQZYt;2NNcA=N=~ImcEmMcXjuhNjxxgcHri?8Jl>XH50b&>2W$K*
zem{zxf1U3S!;Z8-Lc@m*ikD<`h@;5jMUZl!S75Yr2F1rs4h1M0tUco$al=;XBt<_l
zV@=(P@_C`yz05_Og|`zYY>ab{Dt@W2g@m6w-%1#%PDA0B7o*QRmX(Saad<aI#APIX
zhS&Tx;oV3^^QCi{(P&L>+E&CnkW6jkb6%aa1XHk>0fO{9q%}u1r*V9}5eVARoqif>
z7GpP9>9KntOjENDHHPrP5<u6&p8)W<r9V9T->iCos{EPaSz5APkl3XUW*1w$`!|)v
z7XlLNujYCO9F-zvq-X^)GvPFODCy9F39F!qny1~T%~S~%MIb(#ObH5#>+n@x^g<sM
zSD|hRJbAGCduFbnZjV-Kg5ET67Da9f?XhWjZw5DyN;mwC&LCDua^H(6gx4Sa+bE;Z
zj|cM9tB5wJB{X#zEhZplW5@F{A5zG8%HHR@elsRETF<XTP{=Z#uFUoMBX+|t{I4SY
zNaTsKJofH%zn~ve`HT>b{>!)*Hr8%RQafQBCA+Nw^fUU!aTB9PqAhKNSXm0JJ$q;L
zNp(+<Gf~olc;}=hfxEwXPg(x7AZk!g5C7I)PkCMaDicDjsqhJtzb}4*l**Wld^4G^
zeusxiL_>T5x}#bXVq*5u+OZF&u#(fJ`ukkPO#F<`TW8#z4ot-1+zs_bHR<e8lP11z
z)xI)+gG_Cuq5ht_obqSP#_0P~Fn+<>{tsMoDB$tWn)0Fe0aWbPt$u@?eSf$b3JEH&
zxwl}C-8Z(rB2o1HgJY!fldEETalU7Ys#Eu+uGhpxuX0h>wkhd)%EDjZs8EPpFT$2}
z!@|OIhA7c39wu5#x?5UInpu~KGy5mfQuz;AiAt7zaHXx$3sqx(gJUCRw2Dc6wM~Ft
z{jEWxHSiE`Asr*~tG<9KdW<7jG0UQ<?+e|5TwOywl@UipzbW4NDaF?UU?lZ}rpdy4
zQ5Y_#eb38qp+FtYCM&Jhf$Vu;#ERYK+GjAu_4KiYwG5b`cmWTH|7Ciu9fke<g{|KZ
z;}|^0N;@U__NTT|9Bjxy>A>{S?G?R*9+jP}iV&pB)pn^+*V!8pv|P$yVOYG?brH;b
zkV}y=)AV-I5ZvWy-Gk-fP<;Q^s~wUW;Jw5n0QT92i!L!@Rmg^f>7LBc%@QX-rd7o*
zAq-#6T%Y&Nwx}>PshNZ@L2?{bHe@WPml~ws%P2-JX1Zf~PG2PuyNi9F%g8f%bs$_{
z)7WLKPc>@fk$wq>@w*a>VDI+mN~qWR^8UcN`p~Urqc-(!cUb3sL~MNgR&2JxRpxGe
zpn2Uc!TCM8G@kv+*~V`9g=p0+pp?uVC3fo5+7;0VfWc2*3Ly9h{rb=~`Rju!Fu{SH
z?QL^ifF4jR`$XGgsWb%2chfRrZsk67acBB!*M4AHL?)SY;AGBuVfqjt<Xl(7N%>Kd
z+(*)Y?l7l~<&$+D#~XU602r8%v02A1{~<}Bp`cK?Tv*4ppy~lM^8%A&eh6F8omqN(
zCL<G(aDba*x;Pinqbgem2CBSdSIY*3c!933mo3X5iB@+$644+c_yiHKpj1_?^WM~I
zu(9p3Z>_x2vG4b)OXf^PW&|d{?k1`afVSKi=*8M}IWh%}waJv{gqP<-J6yvFujlX!
zLKSMHhwi>T^L_2cPb+DD`_NHBolE|3eB%^H31F!4Y6IVE=>>U=rqAE6sXu;AdYfXT
zR=R-~s586UZEvlhJDYu9nwuJGbvsMao)y(CE2<zYiQv6IWBM^jmR`Sq&+w&TBZXXD
zeFm7VaQ+o56QKbRvJVo@zqFc}mX`W`*RrfE%k8LAEbZ^EG<cO=9N-Fr?!?~MW^$D-
zloyydxRK<#QHwvGVm|#O-_=TuI*fauigHL4akmfOCiA5B-AZ2ba~830S0twQ=;P6Y
z1&H?n!s!i0)X0%!77VUJF*H-<pn&OYe~K?MTkv^R8g&3r#V(BK`6)Oqej8C0mK)e=
z(1X1L0jU|Y>G<<x^w<TP&~5f|32)<zrSLJ{>z@}U+-N_Ab<f)u1WRap`a#zF;+5x{
z`6B%>Q$+jYnf8!RQoVKx>*o9GZ_fJBhL_u|QHHz82TlzV^Z-fgPe1Plpvm0q+80Zu
zaK}I}Y1M_n<jI%AMK6&myR?%7@J7Zl9jJ~!r9nnq>*s-t_8r%z>)^aOWMItN<Xw8>
z`6_Y@*W3C@NQ)ORoCkUsd-+#?u3{vboUTEh#-!{zNS`Z!0qtrBNbw(zFPE{Trz*`a
zPPbO-)ph$59tQAm#zKKXm`~6bZT!z%Pv_#FJiA7bv$xj}3NRTld7QRcU7iy4rfPq0
zpN*ljREwoeo?hyPcraP~jUsihnNaF{hrI6<r<_tWX?jb~8coDjgPrl=<2V2UjaHS>
z{jD$9VLhHuUx!1;_^whXCJkuQHA-JSdBe2o?ZCKlZ3I8gg5GOlfU_Kndf>ksH`YQi
zKC^W`KG1uc)M1g8eVQ4PBoIn|VkU|mWucO>8wSiNM||q%TzamCa~D3WCk1!YACSqe
zO)mzk+!H&ru0%TdQK2x0sa46YBXG<f;Toq$vGheq4%1Fv0Ip8Xrv`QH*KVC+bJ}R(
z9_e+V4zl_O<}9pM_4n6q?!fHe_oE-FPC0_EaJR_xendm_lALti7tV?wtU9ALE}N&^
zMJ@>Upj@zRUhI#RUKCic^<09!{+}JeK41S-gjUPtGJt5Ld0$z3b{3o=f*5}jSd4@}
z(p>NM=1=zusLV|14nwEj1L)0dJjXjff!4aLLilIKzod5vH%b4LckdvT52tJH{3|2d
z`)HLoOeYk3t*CH0v&sO(s&Tb8yNeB9m4IJRd7%`P)x#SYNAS<_f~seU=9gpy7Q<%v
z@pJ=IpJC6nKV22}(xukh8=rWOo;U7o#P<AKcQ8Q73gyj|HpV}62T#?C>g#WUG!TTG
z9N*}^0SV}f%X}q}S?^wbIV4YS;D8pfESYB3TmN#@QYFr#ep`YA=YmWn!O9QI_nQz&
z1A=v%;jZ!4@jwma7k|G+f8UUyJ<FTd-~}TR%&WG3tE~oUDM=K+uT`a@F0U$Kjl3JA
z5`))-Ka=q=9N~s!M<=-qsz*C91$u#cL{(Ug`e^s<_L{=V^9&k|N(*jCT9Ow1Uh4q^
zlK<AIY<0D;k)L1B{hUM?Nxj@?)V#Qv%XK70tFRo9Ge9`J7QbH!y)0HMKdPKujA!<D
zOLNr9%!qERtK<AvCo@q~E<}k42IjMNs}7;p7T01USFAbT{nQp;!x}u}%}3*P_gxrJ
z0(5Bkdm!O5U{LF#9FlZFqx}od@Qfd*!?#!PtypRXI+;w5Lg=qI3mrQP&C<6^X})Y;
z2j0Mh+^MPGqRsqtd=N1n-`c7m_n?->q|M3&K@^kkgTCPb^(KPNCakgcQ`n>=CtP>k
zpQ-C-o4@7S0r_DD%mGczF+!Y=o#dY}F6M5=LajY0V85L3dd(><vd=sAmka0%BR4LW
z$)FAcb0T&}r1n^}+D(?TMVfTYwkuUHLTNY-ZV8*OxAQDm?T>`Wo!?;deA>i_O_c_R
z@*N$w$KL7<FB{HQv8>r$1>;sbDH-%_rm1Lp&b$(`QV6_VX*jX=I2(5^o9=7JGL`2?
zl_P#%Y#Sm=+=7>e{s#SIvowK3F=@^H2xSq{k4Jpau&e4*%a#!=?W0)`M?xc>$<cDS
zRr+ZkFD-j%=v=rvnWT?e#kRgR8bAKlX*giSikEsLrfr_2c;L{Vqeb((T$BUZ&M`-e
zATrN)mvFd}!*(S#=jwx-@{qcbvMwf>d3lYyrFH01T6^_;)AuYPCKMo=9n6^Dp8&E(
z<fr>SFOwxpd+6Lqy6x?jW+u}^o4BPtmV?$RjhYVxg7=uVzBd39s;K40Qm&_^vA`5x
z6>w1aT!}Xq2TZ^O9Eq_M&)!%oyeskBRF1nY;K#cieW>c64r|MRhv8P>zj~aOdeLcC
zNWS5a)X4mNvJB6M)_Xaa@BT9;&g;}asur^pR>89Skd*o<?}Sn~k%};ZtDb;@JxaG{
zdV-)ZTF1Bf7-5#%!IKe;5<@f6m%1tlp`6c4CF$Pkf$Q12snGZRFv4bc3D2%a-f2Kc
zK+L=sW@f7rW*B}^tbV=w`FO+=)+*L7K(WPEp_IwiSha1ToE9|JS<5tlTpu*s5__CM
z6jCYXM<bO-8m^szkSIp*&<P2%_41+Xh3MDmoI4rMBZu;@K12oxY_H5W_f&!Pkh0;Z
za!Q?C$_w|UcWv4dUFw+=7Uqnn8Q%h<<2lJ>=Fo|U8sO6F%KT5{nHmXmW=AZoHQBQ<
z^jzPe%y@_L1cVt!z0a`QV!R9ZWpsm2d}o92`RQ_-V?CfXQvt<ife%yu`^ak#^jMzI
zcE^OZ=ri}o)2|Tjvvndj;sep`8?*$=ZhI0onZ~=SYq37v)mjcpi=}FG9WrUQ8pn=R
za;q_U?8T>O>q)?V(7<-u(7ndfxYTjrrw<&Deao+fc|X6feS{((@*V-y>z8@M$C1R7
z80k2?Y`u!%uE8{6$T>|^?~gNI$8*<VD`k*kh}2gdk>-Wdong1Bpe#tJvBVn1xR^=7
z4=2RcvjzxcS#;-2GD&<eOvdDtXA*u*v6!{HDM4IB6LAsk__X$maDV<Oc<Nqkbu?s%
z?Tt!Ka{T%z>K9#+)h|Y|p*DnLiY*hbpAH9f%y6~rm7Ts4NJDHR#T?<6`>_>6N-wsU
zyLUU>3;(OOMpYF}%k?(}y+edr%*)S{Tk&+jZ+yWvWz17~>*t<~#8E+!tfZHL!-7?6
zBRe{l_vHa5q9K4<jvw>SzcBDy@IO0lAHNYv+zFrBAuHZqBOJ&fXa=^zwj%9eRtIjP
z_Pb8Y>m2cZw`sCli9~0JlM+X|4YMQn(aKMg<1JhN3?s4bs8%f|0xa1`ukYj`O*@o!
zTw4cJ&V<&JtC3q8yL6Kj>gYJ4RgOi%EM{m4Js2$#A4nifq@K=mx{d<BMylK0#jbfJ
zmT8}-9=8}TN{r`FL?A~wu?QIezYM`Gx?JK7wq}F=|I^o5hgG$;Yk!-RC<`Q|q`Mmg
zMVdvdMYnW=bc50ji$zFxcc-9qBi&tsgmlX{LH2&P=e*~;F8=fa=Nw~>xbNrwJyCDq
z?&{l43qRe8>aoDcuB9Hm!o7-Vw{psB&yVHcv#<C!1quJ)anf&c;7mX@qr2^cRO1~8
z+)r^r0_jxOf+N4+4dE~TW)m@mj)(CaCA*2*q{8G6BEuNwABe~?ha@L-?etKkl)Pl>
z`zz+H6sgNjpl)9VG)Y$4nC|=3bYxf~9f=LWMH@dl%yK3(D%KPv`c+qlw$`)eN$l9$
zto~?Wa20g_@LgcM^~wf)7#jsLq4+GaT6!S;0ttn-E#)rZ<)#t#dE*mHpV&vvBO*vb
z7WJ<ke*JurZn4EwUFaU6DxE%^b{6^erf3}Laj{I~9}2)%ViG!mf6GemfXnAu*Tkop
z_ZgmIq-+Y|p|YXRt<E;lQzKFG&i5ta@OV9DIF6rJHE(XK$MaAdeZMTFSvcc<@Df>H
zTqjdx<WtW$=%V8j3|b_M3(4^z!clUxj?G~!j>v;lg^u`}*k){^Q`0;JZ<ZnAloOdo
zz~VM-`_3f$#6Ph|INQ0fXD2-0VrH)~5=u`A)lxBe<INlKjka!cTUa*|ho2@K3I4!p
zE^no6+h_j$3}RjPKHM}N5DkJ83HK?A>lMnTgJzVSG+s!X1<7xU{MJ3*0otwmzs-b)
zUj8MQcaGGJ7zK>@xY1b`8n<AM?$CDU15$G3JPXmlz6_xdS|p7kt|2|&t^As>r$x?T
zZUT-qMw!A<0TQ{&z9>?!*cbKYu(<_%GLtONeZD?YYHc$Z3La6gtEw|AO2dRH##HM_
zAmzg^0!i9MIpfqjOgg;prHeRs3#U?8CH6fahYJ`!f0ZpFYJ&bMPH21$uiLBLcx*x;
zUX@!L!z)Ol*8;BkG3{QG;<%XsZ9bE+&?6_fmDS0@Iy<_`flAl-y9XZ)o-+}->8@#(
zF=4Mp-6{$Xy}1A9N6OU`N%UK&lA<7vks*~#yx*b|5lQ|olJ(2BJ3C{9f{1<xHWJOW
z>S;tCf1&_;^)ny@Y3v${tzGvdc1y{OKrT{`uhApJJR+TjS5JBtQQ81n-5efB_Tr7y
zo+2Ci11S-8xo-6U2x9i2Xo-nW))&1t`Io_SmUv*7UXc$it@=8T5|LYKf-;ob-_MCO
zX9xs7+BoP4KY2y5fxiDr1GK70d{Wy`)CLK+cSiC@EFT?Vs0iFNXM7K?9WzHiXou-@
z-oKltw_2j7IAC7=VSxX8R9O`37%5zab3{TU2w{tIIlt~}sZi2l$am`%T7*E!Ci;|e
z7HeIpvjZX1J{$@rEqs*+O9*%aVA@u@I@_#N56=>b4F8dW&N7fXu7`X3lB>~k!k+Xm
z^`OS&IPygg)0md0Ql!XsQna1q-GsxLRy)*9&h+-gfWls)yqpJ#XKUC5{BwFqle{*I
z^^1h*D$r`}v$P7PE%)NV2DRn0`ctR^!;a&AJC&)9wX?Q#F7vXygEjtGz!nqt%1NZ@
zjc7`R^1H$bovc}f0;agIcW3zC?K2>4V8%X5C4Ug->TOM~4+95N9&9sDh91%%s56`8
zXN!fJOq^I;LmDEYMOMq%G`mqKU)u0<m(u4|$5K)pJkT-0J8&}K5MW*VS)O`0;sBDT
zDeY7i!d&BV@~uV8duVJ&5tB0}2SvyjG^Eb1la_n;Ee@Ae3X1P;%p)FpFG$ghOat7A
zU4<P@%`}>kM`9L^T{yv0KA2cM_r1)bJg4#k$rBvD-GXI}-FvL438w0~FJm<}l8e}<
z0V?d25L61f-B7?JB+Z()mB4>TCf=a|D&@ab)tduD*zD_0xunezXn{BNn5_?e>^c=5
zS#D%H-N0&(w`Nk$qvZMnugQow6MZ=A*>;1pab0_4CbViLFk}@=1*(|0#f;*>_AzQS
zTyBfh7_}wXleYBC>{{$dL%Or;(--jC<@2do;$p@4m^2^+w}>|=#stZsG^;Knd6k>Z
z(B(f|6PKSj$s;Y2#TO<1DJl#vv5Kpt(HXgRNsoz!PgkPXl!swop3^wq#+_a*g1pTG
zLMj3HSVzJ8LLxheC$9t+OcatTr$4=};eC&<l?7dA__WW0J*1v$A6;Z-O&R}$f4Ord
z_`mP4pOgtVywd(yt^m{dtn>w9h_PS@rcuJPM|tYqFH@8Dz3rv#i0m>oA>Y<$bDa}|
z(Td}EvLM0|-eCEHFNX<G2O4_X(IW9{C?sI8djNH}C>MlWhM!%w&Vpp3sgTkY*(1oi
zUNT$cq^ZZ(0Ui*@kjgo$=?q~v&STFmHEN5DQC{<0+iApt^4L3n@5h=$MR6J8x>P+o
z(NP0OY!uL1+s3=RJa$Ui(c2KDdzvtjDab)>Z`=;4kHg425?Y9NFpfeKK+)6G`N-!1
zuI~QXd4P56gWjGYZc9h+B4{@werKUmyj}6%=)iIRP%<fItVM<)Z;k6&F^euY?8J`2
z$Vp3Lov9th6F*D%o|b}<Ru8cksD6lD&wLaquGu<*2B^}m*NAddutVr_UZz=4dm|NM
za*vXk<O0=ZnEetG-!uUOu8{*~DR^#ChT?u|vGy9caYDK3?fsyHWYB&$%Su5#sXfc|
zHtv$Nymf%6d8#7uk|${giAQdBk}k)FhmVl>NEhe42rtH*PNAOqOG7vSAj;YbUkhqJ
zWR^`XT@64<UqM<vqc_3Su_PlVIm`)}ItyX$q~aV<{}xjyOAdd+YAGB~HkyE_@+pK;
z8y^`T`0`WMJ#Vl0Ou$0;r|I)<;XlPSxFKmGy0n<729>I*7yEjNV4m->=wHyCaJ>j%
zk&jq{NNWW(Ye<}M6%Z-e&4z6IK6P_7ND&M#KU(_2jdwxP0{JF3;`z;(DYh_jWaqJ<
zYv=P4mXJK6_q7`RN_l-jN#&0kA-^Q_BH^_<2b1?@@F#;sj<XUnL&H1kTAw9AxD7>Y
z7M=jRHJb#zjkmi$`F<p=(^Ig2vdtTTDzYCHvJf_O9ea)Swpo!+ft3h>q4E+j<wc#E
zJz0P0pIf0%^>i;^3{gP>197cmy4BtWTm_=s@S{FFd{7FUzHZK2|K|}Cj84*wqbC<2
z!i$D%9EQiWS!NYSyC@bTnJ$p+nk-^>4L{Q&-_Gc+W6OiUI2G6>j`D;$yc5_f@FX^+
z*(KzoF-Gs}o@>cTC?{TLn8hX%x=z1}>De|>*AG*8M6#Z3)W&$W;bY2Y8L|<nj}$VV
zQ?Yy)<Vr>ob6ScOP>`um%r&mSoOd`B>7V4EgwW2GR|d8J#J2hVEew$anmXIZvmdOZ
zSt<C8PUac#0#@lI)d`$dsr1wt6prv;zUs?qtcL~~!w?&`9AoX1CG}#XN^P-55v?X)
zsiv#OH1<7CY?^hHufXiM&2u49Ac3?k5&qB5LvInmKyX<vt6#WYFl(`s`W?kH=3HSm
z$qa;eW4R1A5epQ_xp>N*k1I~iBtf-_;`(S8QHHwiSobso*!(brYjnidc%nO|l#~`k
zzcP0d(LKk!bb)P7dU{`$J-zzDiZ+BZyY_;N8_$x}K43Dzddv0OX_xRf>^L%w(v;2S
z0{dLc5#+sBYk4$G)LuZ1*cd!`(5sNQ69Ko@gU>!Qh_`AaWksC1WJJu54JlKy2_w#p
z<R-rdSWvgy+e0rl@E?&qbnyMPe`bB$6PQXCW?PF0fLD^UkTI!nG*GDZw4H~z6qWK|
zNKl4}>p2Ce6T@5aDzY093$8w#X;@iB{$OrmLwP}-eq4qxIQ&}dwNK~>YpuyDdw@Z#
z_rRqW9TR3Lm!vR^YG@c*Iyr%eD8mjHk=KFKO*Ke!Q&cRyuah5uQeziegU>9>XLP~k
zf#s4K#02=YYYA%T=SvjPAN;@B-S^9AE*}Yf^i%*jR1Dgu3OgY(Z);G*`16eN`hOJI
z{QHc84ASO;L{rSBJwB$*;v;2%(@$nN$?vhKXRJuFzP7vm9<1O)1D#F(*m)l>XD6LU
zQU*poN)>}XKTVLkq|pA;RNf+JAnIL%7#Sp|uCXgbP6yswWqY}=oP_M4WhITQC9A8W
z*|*w~j*%WzP~pUeClD=+)d>Zg?$>wIwVDwr#ww(1rttU#x>+=Q4(|oU1CNDd&4VqQ
zzE|*5M}d(!mT(fjPS0r)x=NzI9WB}g6#4yi`22SX7x@R^#C&@axhv4QeKL77;wJ+0
z`Gdaxr=weV`p8bg-Rj1E?Z+_2CoOCkyL^&)@{J{WRXUGsbQE5GVa^nd?h=z!8V;YC
z_(_9VE4Z;{$k836obmd}GQ$x*3h(D|y9ll^s4uZLcQm_8OAbG4-MRQZ;YjtyEDQgh
zhBl(kXvd-YpmAz9Vuc4xlQtn6>Dp>#44l@cCzz<x{p(m^0bi`xm8?#mcQ4^D*RwHt
z`w`ZMhls@Et*CTAh2P%W(ZPfu?a9AydpA39gk<=KlYeI5?-=Lp6@o=5)W<j^-Ms{9
z)Tv$gW2ZpZ^vJ0N?ij3$p*$HwG!ONGLUso2fZYc{u`bSNNdzB9_WRaqv2?P!JLId5
zbk~KlhvJV4KqyjXMwWc26xj^9pPx9M8=<7Kbj--0T;*v$(wH;YkZLmtUe*p<i)10o
z<-ia=GW0$vZ=d}d&9;u<@avPEsv`l^GYMj;W6;9gU7v><|2%E2)`Ts64u9W*NR#5;
z!xiJh5{m62P~urygIScEbhdfuVzA)v+aGXd{0(}=2PC;}RL;I14J#uugw99R{Aw9u
zHa0)JnmpVAmCnu%6_5<y`W`0Re`(Bi-!JicmXxF6F}!A;o$T(WRH>k#pX73mRqJ{a
zjMDr$KrX3hHc?YqTWbeoYcSfwcmNt<2LbQwL0#~3W`Owm+IoXPGaV?XKR&T^df(z(
zNFd2!Hc_YD(j&unwhwThwuU67e~gDwo;Y4?+i9x-0i^kznu7rKotErAKnn$a80pk`
zc0U?gHvCEeXpp(|{<qv(E@`e`Da&Dril^6w0$0PAe%RP5XSvy0pLcxcAH6BrZA|C)
z*kOhr&zml!Gy;((wacaWrt7Bl>#~L2;>Nnoo%$vfHM!B+k!j0f$~4_IaMMQnfCJr#
zUeEc5i?u8B9Y!MZyNDF&KW5s0i9ChkvdTxd-N@)j6fhg_&}FWj3mH6u>QALJ0L0M!
z67J_ke7ZvI=YH@axyxXl$QCF{p6`u?hw|<$<Tu)N08*^Y`meJWS_0`dUj>D@w3~6p
zuYSU^hJ`o3`1%q6{5f$Fp6iBXhK7aK(AAra6Sr=2LVC8_MO?j7@!V;;+WPfj2X^<;
zRBMBElOH^4vjlejel{LghM?1&%zTr_NxO;KhK*%jl6SD+tHem~U>iiv+f+`4K`W#u
zGu%_WSb)^*2OGL*ZU+kZ*T?og&drY+PWZy4kc_C*@(a}jrbQNAxr`(=+qZdT!nEyM
z-=6>KWa+B#!8Kmc8!hgOA?ry>JhDGvx4zu(atZt}Ou8djz+E~@u!f+p<uZT~RYCJ=
zFHbP}Nfe1r#|?R6x+)7Wdal<vr3VZ?_Z#}Z{Wa3%qIq^S;JRM#AaM9IO~%!=eI)n7
z*7f4+YcADoA1=xV$^JWa>$yP1{|L1%<K=#bKG6+;>#EW)`8qS14seps_AB9(VfwTS
zKF&94P2>EP2gKNNK;WR-17k3z(NR#8uJeY*0}vdsAAW_)d>$$-$;>P)vS0;C;RtkR
zr3wedU<`^=_HUW^h+phFEmXMqf1g~}gx{fGumF538)r58V1~F0rV8L8S_vJFsS)Mr
zDt?yRy?8U<$PS=kTPGw;O)ZwQ%!MlETL*;|<N2HzNdUWyxT*O@QX-2X1|~=}P|F|W
zkKcjIs!9skcsEl65~?u2C<-O_Sx<A>{oIk(CV73B-IhO>3%IGw@88W+!%xmvsEJ-#
zkB#)VIcz)66KdZ?sZ?=)N2!9chi^fukpb>kCINtMkNTp@WHs*5*f^(sf%?1E?jxZJ
z+l@_2O*_$!W?$d!fu@qHGwiw3QzQhfv!h|&v4Qog{ysZl1%;}E?!>N#D{<LzA?`|{
z3G<49j?KE@1NrE_wl!gp%#-P)ubom70<K!IjnP;-NiD0jIstvp*w{&n_COT|kGUGY
zw9Zfu2FgbMWcvj2|HdrtXvx<|Z-v8;+jn4#Q~sg*zHe~1y&MkcPz3}{^5uKQX8pnj
zcTn$pZ$5YOi>S(cZ2q&Q<B0W-_ht09yGdLF;uV~S7<L4l(D!kb%&RpT2ya$rf_?Ul
z4gtQ7I=&p2P~5ma1MAvjPNf2R7BmL6V?vPBl*d5mkNjowW+aUE1ebp1+x%9MYOVEb
z5F^9q>#v4H9!pV~J#+OZJG213rqha7nzh5O%c_3goi^?8cA!3#$;!#uwJyQ~zE?X4
zOwJWK$h+_D_Gq1rPYc=3lp@&O<jSOlfapNU{I9hil=uR=-^1?#$v7~O>B`4W-j4@p
zw|ZjNb#=a4SDS-1=K(h>7O=TItGg<W{H5i-kz2{GaFfrZ6u3yoN14~G{1tuu>lLUk
zff+bi(fwSwQo6o0#P;|RZ)m{6mzM<ix<GV{Rp`*;KudW~QG?p;$8SE1HM7Y`cu=D?
zI_TBm&m~6pvuv4HS0+FNt4M?X+I@R=+T*D6OzXUBt#6tYch@u~d8}3*2x28L4{j_O
zuK}wF04y9k@uEyVSE5VwzJdMRp1~wn$_@Joxk`4g9e!L!Sr#`PpI@vXue<%KaXYDW
z)++G=_*%f*p6iYZBr@K6wdz1HMREfTk=5jPZ~l5R>$aLL!>e<c^D;JgyjZIbu>A$}
z#5_pixU>(k`90J-;%e0|d{J*K`YAhoAt7KKMTDlSIWZu9+74=_rEJx_@%9*y>tA^K
z#_iAW!*~l~)nUCHk}P|4#qd}%n5`V9BKV_HUv$NVD-tR8dr=$ck)uisFTGQ!V~@9S
zi&?APCPUzo)bp=8^!JBYo0$nr)A8ga{H3NXb#bzK;(BChOQ$@@c^6fTgh(^4QR|rG
zFH2A<pBgh1SKtc-y_I~O$)J=yf_h3rvtQSb;F3e$3PH1$g2|{kAL8yCuRm~)IS}&~
zEYAyN%XaFazxQyzVRUtqzMatJN#kbsfUT?RQkPPZ77JtiQ4xRv?#K8Tq888Z*4`&{
z*l{)<iqHLt;41WB{c~k}fYCyVyO6ZGxs<uo=uUJMeF(2;Fb>&;=BY!+v4#+v>*-&U
zoHv3<_`Cf#C)aI#z(9H&F8ld^?*TGC-g|)ry`3O0Am}3_go4dT3vC(7H1#*yNAP6_
z+)9$PaZQhEF_>qW!70;i4y`VJcYePKfY4@3<2vk2+N@M3pPqtA>UJFl*w~RQZAnO+
zm%3t<8Wh&+cJ?|5)RkF)?5z-+$FH=MAVcG$7gde5IyZ4GIXD8&@5JMmllm*hIeO>s
zi*1s>O4I6iTxKf`>zjwY{2PC#v8Ha*So2NwJ_59wb+$(`9_MJFMBuw5K#!M`<{vqj
zskDo?Y&iQ>#lbH(F%(h1;qvV98>Xu-ZpZOlB2~ZldY_zp)6+I{kC$o1nzs7@&C7Ir
zW4w6H_eXzjVeSo=h&%aWQH#iB19+tl+a^v&qY6zm+XGs)ryf=2^Xx$GiP3EjgFv`F
zn9#Xx6|huqaCiUP#=JaeVEnZ*>d^!Ts7k-O#iy|L&VgA?_9@A%uJ5PYHGp_3sn6VA
z@M=$XYKIAr@fn?;YR$TDR5#iv0dZ}q`TAtHi(I*|nyn$3(gtb61a~sfEQiC_vQ^XK
z%P~t87{FT61bD?jXsf!aR!}&Lpbx5V(o3daCiRxBaFDpvu%1MZ!&JzvD9HS%7S}1H
zI{l!dV7S%P7$c9qd^8UtMqL@Ri5~wX$2CBhZD3oR{wbVDlf8SaRJ=g7ESv=@tuaZj
zf8Z9v17Uzv^@|vpq&i>{um%a9A;ZXuXTu+iF%+}6*v^?WgzDFCwQ^u<4>>qpch&HP
z`<K~md3NJm!t4FM#84_{o0bG&0HqA>4%g+yO^tN`M|0PGovy<wFsKNqX*#$-D01K5
z@OX7RA-P*P+o0dm4?G#+PnaA3Q7$QPzDch73V^1pj|*}E=rIurHvM#s)pTfL-_^wl
zF01o*Sb0{0{bs7q7RK(0hWUufY4bo0Y1Q7*U-2ghU@yORR}Lcu{-CV^ZU@;t9?~b?
zl@{qanb}Xgv4n6CLyEf(=RV4EUV8V7G9q0q`C+CaG>ehS3i@jko0-klA9TDN%|FBA
z<=7*CAY%I~0~gU|X$Mj`^F9s`2~QNHS&LiEA^brXbBF7i3x)CtN@4sGjX&Gpd%yjh
z7*d~;MTNI(>7)~{X$qR9>WO~~+<RV!-MhJghpT%gS(Zk-{#|xE(A5zx&Mtw<B3^Kw
zq6HR0Xk>#z35z)^pXt)d*Vj)(sG7*~S64-V4#r{$#e0ldqxF=jyjC!rmgO<3E8zsg
zy`Z@0PE59@#9+Bjl2_In=b%Ze;bNXxZ*JnO`>ZnT%&sVue9J2dRu)hPJ*i=XGTnA=
zgFYeghwM_q%`p+{wrp#LOTH};Cu_Mx7yNL{{m%*3qTSB)TQ0LI-B}aDoDr#bQF0%g
z*sYkWH-r7ZmVYzJo2D`W-N}i!mpLQ=SM<jf9N46GYZ*Tr<J>)FEENr7NW?d?Y7BcM
zXxP{et+;JwWItvZd54nvJC2>DeinGy^;%y=PLc_`I+6&kg%fGXgf5tp`sA4!x?d4=
zx%SKE&kU%N>V4cqeMhC(zlvWiK<gR?FrCfBiC5y>yLPnHL3yIa!dWdq2Lwn`@{|1r
zJ24QEH7R9Ua8G8Bim1X1iP4;f6j!*QGNFXK>eT56Z$1Xl;R;qrncS?1`1hO(S@`(`
z1|?XUn?X9ddPsVvhGv;olU2n5K`pfpw==q=r^7~QZH}xL#8bo<+1yLzd8F|02kwjD
z+%K`LFos7rrT*cBzh4Ih?k?!q;*TojFQyfLqgPlI%NUk<L|nvEl@A^e2Cs=jWb^~3
zy-ga>)iAAQGrn2|u>1Ox@Dbs3<iIPs2s+*5^g%5$Xo;UQ?&ad?d$NT<`;`OQgCZ^I
zOoi*Xy7^$>mk9@FUEvr_p0UV7?JKNwA9IFJ)n+h7=P)|zB-phJuztbO2jnum>hR4d
z%+SU0s5M3mVbtGdP)g6ha@#6;K8Nz#Mg8*%Tcr&o62*CI)uFRa4EOrvPaxwHUG)&T
zmgowE?$O0=6aiok-*bY-^+bP{|B;GO)o~viQ_c3lzw6AIfLe+_{6KYA$B^jcPmcw)
z@M#8!nXCd{NFn9Fto8g}n1^VzhfuO><HXNC>rtXw*nZKM;RA9v9_s5c3SWzJoeD03
z@I3ms<y+Qa8*7Xj_E3*AV=$2tzZs`;?s$nnmxr2U-^W!1-z{B}EE+*VC+v|Kp(Y{4
z9D|K)50`nH67eE|5qZo)mfK#2I6LS(I3mXP{bq!@m<?l0u}-rc<`ql?zO)Aq-#x}x
z;;tp+G%`ED9Im8^`C-~%Uv$sx<aufEAt@M0^Wjik$U3wOcRnI`pxEW2aO?P4e+B4K
zfBjojV|a6aj&$qj-#WYXO}MMmh?N0g*>x0jF&p$BdfSJ>*Yh9)t5GZY&tr{3ntTcu
z90B9Oz{6WLJNzg2V^qC`p2NbSdy*S@BUq{l(}MANo0uW{d;t_e1>qm+@|2YVf7GPF
z{HI1<MPu-mBr@*pOH`^jJ)T;Lq9;g~i7$n`n0%2hG`0~ipN^}*^F2Uskj0G+n{|4N
zVOhlp%_nYjP!L2DBlPW581^WTR-@qMO59e(bL4|OI&7b+v%EG{Or=7(9~N_FA}Y=J
z<LI7m-6I?7_hhZlwN!-Et8U~e;{Tl}{Alu@`7LC%f>Yj!&<<0@(OoO!(6*8<T$?_~
zn?xQRX^mbHV`oEO)8uAW>6=-wjlh8AN-j5KzLRf^Y<b!TDzd99@T1#JR(`_}5RNBX
zNM?jB=-ZHsDfLvW`V={of;OWrbRzt<GlK8<I2RZNzG|4uw!OTGLmdJ-#{=xZ`c%*-
zDve5*mXAV*kZh&U>vY8)8@Fi4L(w8fzO`J+)Ea&6H=*=hT!H)KGU{|KEK=yOb=vC6
zh8CHyBvw(X3tUlXFEa6?@S7Do@5}9d3!CVFt!@JVAq_CTfn7b^Bu&WM3HH}mGl%$P
z4y;HO97^Su?OpZFSgu@M;w|Z$F$Fyhi+7#R%)CSnx`b0x$x}r1Jk=8&6()INe<<5L
z|3m}TwWDzE*9*tX&*OIua4sO2Pt)CUC^bdTFs|rJ?Tf{yhUpuYZDosKXIIf;eCd`;
zq<t3>XfjE*t4t=tzY$Dj66F(!F3H(T>z}v<BN?xl6nM%Txz7}!yZxy970vtB(&#wt
zqbiDFbxHvK*EzbivIG0z%fD*NH2#*F3ITZ1p@+YdFAvWo8iHa0n!vvb{BPqGcLgdy
zQWR{b8@c*(aTt4wTgC`aI7;V<fuj4+d9kYhv)GFqFcPf>zQRVzdUtDT!@83e%>9f-
zzsSJPu}x_qF@hsC?Zph&NCt@9nA`+@%^_H%n&ik4+VKRmQqX=mv?d~)xPQr<HYxBJ
zL*532l8Mhtv;;DIoRzOEhcYaAK!Ecyra1Ilm#Xm7&7aV>Rz2Mam+~j~SFu)3mqPW1
zo=6%y$n^7T^I5{njPFF$+v6$}wUy;&<0X#Hy+d=w2?`mVwrM9gj`v!=@Msg0dtqQ0
zwT?@tKd0g6l-G4xgoi*^e2NUMSzs>oqFM^#wqeGwL?aOTDLFhj)umUpctpDB)@eqA
zswJ3Yy;+4L{3<S?&Z^;)nS3MJgZkha{b%ee+#9jSpBTjLj0$5P+uL*^=CewDZug?)
zX(w|xuRlXh>;Ixq#?WKFhk*t<|42G><c#@m;n#Yjt61jn@9p#VH+Pe@x*M7)|L`6!
zZ`uenHayf(v-eWY(pvt4Dxg?yx#m@Wjy14^44<e0?dp9c6!4h_dz$F+pdhtjZ-TMz
ziGGnBwT|viTR&A$Yd^Gzntp8J-1=?v^%m<zm-uXoRdPJbi7JR+!k^?N!<k=MNPcpi
z<SIi<>=#@`Pm#3+D*5!Gix3p`)j2e^j=D{N7e4WtXS7>G(!vaV4N-&g8yN$Kffgre
zn0mFD*+~Y@&8`>$$niI8#{U8)-q5P<9w^TLTh96NhNgHnDy#TwJ8{`jd;R+|atvc%
z7R4FaRbG$s6dVS&<r6PP(8S=lG3ukP*@sN3``nkwie)EfsDg2cbl&T+uTNyoLSmrB
zq{Y#Pb4)QedeDUmK8H}XkWf$sQB^##RxJNWS^Q=#50jkEg3;iK%UcTEXa_-edNBf*
zdf87G-D8hhR}0?ohvuiV;qTKk9CVAlHdjS*o4dW0hMU|8*GQ9;&VL4}A{OX|e{@as
z((ZFF5<h**9st=Q#w0h1p0(HNWermGCQx;%^64AxNh){CDOHB+q#<sYqt3~fq6urt
z^FY^HrXxQ`V5yMP@-CrasBFCsdaDJ~rDxjt@^c`exxUP}N~63*-jdY{1Lb~fo|5tS
z_zYODT%r=%xL(st2|aSRVVPwN8BFE=w$&OMiNZrY>HZ(S;h#Iy4P21q-}xh<n+U8T
zmI_@^fq1L1;JLn>_sghg2BNCzOQ48j?LpC?btVEd#jKzh!h>7>K^0LdL`3~#R~L8~
zMGiEH3|BOv8`C3C#lTj3mm`$)5zn$A{QFaQLu#ajB$n5rI$dP?tYg8hU^UG^7gwG_
zVy|P8W?DnfF5#9v={Al&x(1_cMQ&q@rHZC+bu)OJME{II;3E;7u9n2!Yw>rUNEi>(
zYvK=e{a;z{-~Z$h2-svFuCVwdDa>h*wx?5K27@VRytAOsr*_6|e|-lco)okYfgGB~
z`=DArMk7ZTD7AMGTA&T1B4FDTrSGj5cz+)hypNX(arZ=mB)<$P$6PFAv6JW-va?97
zw9o9Z2<T)tcX#3#yPtF#rxoE;Or*9{>PDrI-i#f|x9V)ghTXWhlUf^NQW28}9^uq~
z`B?v!1WJYtyx{+92-+D)*wz?FpF=#_l~)*73lUF>)n(Nh`hr{FnsqwjXjJiZtS1s~
zsGP4N$|vI*>Nl&zv{B+&#|z$B%a&88StN#_QDDJ*h~4SI&trX6&UDJR^}|<;cyzv-
zfa56Mk~bQwWyDcPL>nv<vd($1@MRZ?Hs=&be0E{8G@S1Vt^o(dSjC~vhIitxLFrm7
zY;|-o&_Ug#rdH^9j5&xyd1Wj6fAAnB1xcFcZV9h{`>HWy8KiVQ4eAkh3|2i`nm5!x
zSd57?3xZxv91DikIB9FGT=2QuX$XIzW>2%uFqELo1@+a?H-y?(s-E>~cF#3WrN&~c
zKvUK>NAYW3KL<%Vl1e-D2~cf!M`l|&I<zeiW^ed1FWWv07SGd1f_uyCKxd;gHwVW@
za}zQZMWYipIm*;RR8o*+KD$(G>C78m?4t-^<H)Dik=1QJ9V8>eCZDJxgR<jEO3xuT
zAE%z3-&z?!r@G&e%m07_eorQHz$`7kBY?tRCYI5%E$Un1fl^e(>)&G?wUuZH7bXgH
zqjp_9W)uqXcqdKuRp_ZqX#268#!^71T2$cbgGNDOva-hW6n-q!4Bg16XgazKYhyXo
zYyeCNfd`pAECA~`<*%tqiFSX|AAkH319e-`q>6I1W^4Zu_>H+;^uBuIWm^A3DKqgG
zN09oL0Le-!nED-kgd^){PR;aTq`$1D)ogS%H(S;PF|fRTtH1p^$YPSvLB~dS>*=kQ
zn*o@gJrot65xcQ-i5CK#=r`rZyVh&l;%F-gLs?4cP?IyjEhzT1$!b2SaR%;cg^E+W
z;`G6FWbeziTm;_f;Ffwinh<<~uJI^}=s#8l@g_>*UJeEGt5IzD%~ts(*M+5_upXzO
z*SZocQsDS4bmn|x-qqHn#e*q5M8(GF(K9_ou2ro1QV0#~3>q1B<iUgSwuZmw1%-)_
z(iBEehYa2!8$RAhh5&RCm|su-=kjz%)P=v?k1dm2kHjF<WzbT|rvXR!niP@hTXyrX
zJS(h_N>j8G*Bqffg5WANnWW<BvkW#292q!4qdVOQ-;i#ia~kRx``Mw(ZhX*3bB-lX
zfj-CuVaBiM8CYdeH<><fi{qm_D>V?M3FH_xxc+IOtnLZQ$aW1=Sz%O=d6qjIx-i~J
zGdM~d%|yiV@-!o^(G{uQ%=F>~Z?xTWpISy&H1<5mGUOZCo&k5=8TC4)ptCVQr%tKv
z7Q@|m{4T`0MG*Y9oo+zgFD&B5ow{<9`L;GK-KxZ302UCz<N6X{cW-Xu0U;#cCmT0i
z3~pL90CB8u3b4C4+YL7EzflB}vON-NEv}*ku2*+c1JQ1va$+o>Nl9EcR;!yldc0n6
zm~AVU0qw5<ZJ&Q{g%;qWed}T1uGA9PIkNdrqlSa8|I;v=xiQRW_my)<9^Gan5j&7N
zh+Jo^Sdp)rjwqi2qH!|`t-#S?{`l<AdSb-mS%<KJWS1?Vw-7#8&MtuO0mz7#C)d?K
z8BwAefck!yonIp6eST%Fcj+;IqxP>D{d~)ve>Yq({qGRLJYg(vnxQwo-cyuB?<XVH
z%go@u33VJs6}cZf{Y?vmq5=%mUlN*5eT}KeT}vxErIsZZN(FaB!O&$bf;KO@(WB*J
z=q@ocg`x>4l$1sBgj4MqQfN40jUT{ihWsh8O})1&nG?J-$I*m&v4cE}BZI&C2G_Kk
z@3B$agycHwqQzM!R&_9nYqV^}(pApuAh1Ako@d6(a0d-5e-A&yjQQj*J1G!)usG-t
zM0j96?QnHU`3z_>(Ixlv>ei^57qIv1o!JFo@dO?-Z{`6tZ+wisH?e*J@a;bTQ~<DQ
z^K(aJphS<kJ#5XN0ik&Y{hyd@+FJn_;Keb!L!sv9J<;m^>y0o*I@^L&?GDRb=jJ*@
zgxh-g)upOh6ae~;S3mx<Km8p70A&2U|05e?5b!jcN^PaI7d1}!CWnSN?7AoV->M=k
zw};gHn);{b1EV#p|1MB<F?)?2dwhJ!>T$sda@z=^?1Yqjx$z2t&QQdNNv@k(KIB1I
z^rUHUX}*kn6UyzTbs(_wGR-jA<<;G9`AhbHSzV<!R@V>zoJ#g;t6>h3Da$5i;Xv?B
zxNLKbUFfb!K!l{u8e)2h+XVxOHNIi5QHW5cm({We+8|(p`WuZGo#^9xJw|p(k$!^n
z&Cee>-OQULIQYjy<_wug!N(lf^orp{y11gC9<fS)5rH&{wM;CF9IP#~72yds7a~|P
zD`~Vmwd9mr<NX6kQkcUyRqi*lf={dtlkM%xp%m{nab7r7Ad1@($Q3O|*tAcX(W!L+
zm04Y)f%=+JFJACVS#hiXSd!%yp2&pqlP>76`K~K}-<s%qLowVhe?Z>&HC5I|Llo`T
zp~?ACK6x53BH&T;0R0NBG@6>~Z=JM+feWHY%xa(*OhKPVF;v$3wj>ikZigbC;Ip#D
z_W>QkEQ^%$-7HhTl<Dt+27zyAtKl2<`LNW5xi|3n-C%N4=z#8K1XibdB<I_+GF8<*
z1xP|djK8k>fWC);{-M0~&g2(kxHos7aP>M37F8WF=d;Z0u`&722mQXums?@hbgnK6
zSM=9cE+lc>x`J;;C+Qakseo$rzm1?F8TaE3KSIsR^B?&F*R{()Z@G1#5#pStLepuR
z{)xa(GZz<r_+F#^S$2IX{5M!psPu^h4$uYd80gn{-K4f&?CNp_gqdiSxONXZc7VoZ
zX4-q($98csh{DKv{xzy#N`Cp|lykm&1&`rEQZ)3ed2!O+2W$a`DoQ@+y&fA<Rju)M
zCHu7lud4)KpuUrwItWbY#m2HlSK4kM1wQNbtOH3_^MXgrTsgo^0L+t98pVPq<#UX~
zx{gp)&@P+(5iw7UH@*I+=tm_Jcu)1ATEWX#WotB8K#NqosQO5yrM-MF%dPfV_(TNk
z*Fm=-up^8GT*juzhIFfa>==WM$E4IWk}?bND)7%#ge5aAe=)w8yQt5O0briPYuoJX
zleuyynzhy%y373m7$P2v2OV|=lc|?xrt}=&{?+~B_HfjtKfm5o;EJ`2xB9^Sg`q%|
z&iSY^4dC{k0!{wDpPshDi`AP}`pm}acc#i&W1n&6RaMnhWtligPDi&Bkc#|#o#{m|
z4LCigKR*rzGTq?s|B{7pSkC=QCmNtkWAxa-0LmtG=0kC~{rxpv-0Wa@iVX^)0ALU`
z7zh{Lo(JS30pI4G-0%+295Bh{cyNFE7BYHvfc;p5?{jgnrK`<vj9ydcU6AYbs^g!Q
zOdY;-cETlOzy?^iZW3Srt!+h!?B9RS|HitUIW{CY-xSUco;9tpPh?K_y8%=R9iC#`
z_MiyDVw|ojq>kyaoT;(<N-7C7s^|dfDrjySRdi)O-vGBit2s*TebNO>@@}MR&XBc!
z^rpV}driib0slf7gG}G*5B=J~gp)3rGICxU(nyhMCz!pq=VtD!F0Pq!1&W8q>g1W(
zqBAJ40KxPXijWUd(Hg!X86kzb{VB9ayILk>5}dsNb=gP80AGj;nIrHUB5u^A=IF|I
z#Tfsj9w}`e=zP`-GXm{-p0enkwl0P3Pnn+!`Lyq&I5kkEy9d7XtEEC;jFjwtfz!A<
ze|UA_P+dU)^mSn!;415kGfdzQ`d6b2>Emsn&0^8#wE`fFJ?k_~7kIf|@!)WG>n%Ib
zFC+#1a_3jm=U?ZW{BC(ofWw2|LCr6iY;|5RS)RprJ|TH)foT8u+X6ATu|SgSH?@7_
z(X|8di|C<WZcGq96S<gJcZuriJ@Wl^Oq6?V$c1eF^xE2R=FA5mh1xy|R4j@^K9VQS
zHbR~H!yppDd;^Iv#7CHch;OfJ7+#SC9};Sxeul*Q%a(iI6g#I?Bi75$l=T)LLw_)=
zrZ?#8x5fKxhA`}QO;gRkNJ_WwJ<SQ$TbGg%ZEas`3xPE7Yr7L;2MiJU$y3O)AG6-7
zX#WIZy3l+)qRGcOO|)B)aV<Hu$YqBtyE_6t<|glMO(fGhrMn}jm0frKN)&jC7526)
zO&18&otOF)%AUhz;yd0zW=JO9Mky!M(HyL>dUk)ADTTtXB)XSel$0gU^!C1o5xE5c
zTx%u)e$?D75TR}oc!@qiPSx{kqJV|zqUR}|C9fI_Rg?T#!bS%#g{6+kx?P7V7E*GC
zYJs-uS8&GR;OBs!7+9;{fk^6K-{fxj$p3V;z5_)3eYgfaYGql9BTIoctxJARs}thN
z-&fKRr*U(H;rY>iopM{XJ1xCZEXQo$?vRS`Oo157kxfUAS-><!Q7L5)h0^hmsN^ce
zUuiyUi(?M3co<@|vD@5ZVdM<mtp8am8+!TWd2W6KW!wWpzE|EHqf~5B9a9Ae(UMP!
z%#vvLRqMO$K8yA#Y8ujxyB`$7uOc^kqy+WLx#Z-$7L`pm>B3Zqzdx~O23GZdGDtV&
zMgKfZh4Cja%R}QC24f|S4xmhVVBPx_v;e5FuSpI#+XhQR8fERYssw`sK8&Zv#Tp0C
zc!RjhKLnDyd|1xkj@wFPixQG;6eH0SWkuJwXhK)H(%Da>na!blYz+2RWK+dS7f296
zY4N6~aFe2QVqF>i8toq+z}@9VM^YaLv3N6tFo>C5*WzI8txLdjA>>mQOA&*E&i1#|
z^6xI+e>QKXc#Fp#`6em@GG8m`wwYU&z*o&Pd{#j%!IW)|t@To^Er#jJWEkt%Erhlq
zCht6l-N>$-2HYMUgU3<&wuV3z-&r_adE7{nLWyausdB@~@qjhmz6csC+|sihJf(q}
zs$iaJ=}sphFKQzaVE^RGpH!fvxLM?l5Uw`b%*b)XworI=x>1=kplb7^P=9kR_`
z*5Hrs+_yp4f7+t!0Y-mjCZXEWWT$;Y!Tz9#Yp1-LIZ0&}xGGj5XykC2b_EE|%<@Ks
zVa2khFW?PN=h2D@=g>7ryqNxuNva$WSC$c1Evz^x$Cd^mD~n^Na~aNk?Y-5Qss<ac
zeDpZAY;bi*(80v3VqShVZa>8l#6aXUU(TfPRQ#cqPN}_vFk=+c!ySt73mib$uKTlD
z``xt01zL1n7LGKpcom$(iWj(NO#J)4^WZLqQb>(YoTwzpjrVZwMOhbii&ArUjeUxV
zl=jXYv({@3$s9xuc!MtPbUE~JR@VdbrCUBkOZVlM(!uzW+5Q16DH=0QcQ?g3x)9Jt
zWqM9Rvn~%kAj(H=JjT?%j!beGFYp(-Ye+(TtEm6+ncWS(RJ+LO3U_TkQLKNYEf199
zup5Ezx{#7wwK0v<PJ>^px?Wv0E*GMZJ|rszN1KSuSCo)xiDy;$MnCj*2kL1T#4V?P
zXk1!BOI=9`iu8sW8$XXz%@OI@m*b5vPKJn6X<IwT`c|_jSuq}SNFx8KAOE+31)?(s
z3K4OS<qSpecs?5PFYKfj<yS1BjT?2T$8R^reHza<pmm(YS6h0xiLRB?qo>o`P$!fp
z!agY)65teaNSv#zU#D6pSd4$Q#b9o7DTEdW96P?*NB}()ELs`+D`1_0N%BIZG&`7B
zv5vH)^3jEn%iz$=7pc6yH$|rZOs!i|Iv`H|{$gg%g8kW8L(G10ps`>LC)6hV6%)(u
zR#dZiA74osUthgVN6N%rC^1d7kMZ7H&2P%R`Q2~Ax;*kz@maj*0FGw42YTw)QZ6K^
zX_8SB$T?^Vp;S=CzE9}8A@}#B!$F?zL5!VhzyHsF;BImBG-1>0mY^;L@jwljDfHpc
zixuwf2r6{hkOkI?7Pz-Qk)2Crb0^hFWnMbEZH!pip*;qyHpZW1HIKd&X`6<;hqy&6
z;+2XH0SYM8PH-qJX0>^@@5B~ZmA@eVxAC}}($D47!G0K;o4P|V9+Hhr$mKHkb~_1J
z1@GYu4?AO=9ex%TD_0OY4BPLJjSjRWPWl`+Rg2R=vYfh3F}Tf;sb2l*tzs*eyiRlg
zMYEH_c*r-uT<F<H3>}84SF?9A*Pn0v_XFce231C^vRe1gL~^sD1vuFindPO3<fvxI
z#N%8zak}<Z;Ze+GHfE`b#S*CMJ10$C!AJTS{dlqjhd%9;HA?yyQI^U#kD&dwQV*^l
Ztc@h%V}C&b0T29_xUjTPk>ESe{|AmbeiHxy
literal 0
HcmV?d00001
diff --git a/log/zPythonScripteTest/err_n_plots_multi/IterPlot__MultiFO_Rho__fwi_CGREGINNCanonic_iterate_m_allshots_5_8.png b/log/zPythonScripteTest/err_n_plots_multi/IterPlot__MultiFO_Rho__fwi_CGREGINNCanonic_iterate_m_allshots_5_8.png
new file mode 100644
index 0000000000000000000000000000000000000000..13a0644e83043cb8ea545ce3c2b637303a4c4f18
GIT binary patch
literal 33483
zcma&OWmH`4mNl9;ifeES?he7J1PZs{5G+`5cPo-$g}YmDhu{tg?(Q1gT?_p-B&Y8=
zeY?MV$ACXIsJ$OqGS{4I;r~Ha3>g6*;mMOH$P(gUg(pv*ssX=0;hqAY{A5kcdh+C3
zgar7#l5^5tvP%-7a_!w>{&ouGjsZ2i#21P%5urElC#>NU&B@5DYrl}u!S!U9LA#i6
zO77k@NPY<KNBd3pkH|Ym^@vYsEKeoiNW;P;sCo^`<UVKT6hJ)fajzN<;(3(El?6Bz
z2QSz?rBx@@O$BZzT((_`CO76}3FR1c)v~c}lrV~Cy5NW9hAe0XX;rUyuq8k%+~a&}
z30cJrQY%yXHgl!Ir{(46qR;nc<WHXgYv0T_Aj_vFZ4SEmkb?H(v`9Gj<I5gQHT#LY
z0TxH{wuLZ}p7PQxD=7+rSdnF8t`IdDm6jO$iE!li(2Sq&!EjHWycz%W=J}H+VWuo-
zz+s4U;==v&<Vj}2H#I7ZGmAOSOVUg8=8a=Y6)4Fo|76k6QDPX$bT_-HvhsaWLG#e9
z%3N8}r~in&-n%jx%k_aL)!&M0RU+Q{08QyqxfB%p-`{|b<PEG}L52#UmxK{sz9;^W
z5@-9hys=PJ?!1J=lsW~tC3e*`@*N>U$MGi5%3;S&$E%Oe$b^6|<-L4H`sB$MC9kh&
zPoBKX|Ml+Qw}GIY@&1JnD|`S3nV@v6CLKZ@RH#NHJgl6f)TEevOKl6!h7z8~I)eLc
zRqq$*|L}mn=MX<dl}>(SLjP>N|6(i^5!+w0>GQI9#!TZD-9{)0h8xYwq95Cl0~{~C
z1>H_VHUT`V4nwGgh7qMIv)6F4-~Z*we@|F?gHwxm57VlhJ@~e`GjJ+qgjF9oQ$B`D
zg=@-zb`Z9bGjD(~xBvyeNO&$}4rPdVO_b;DkWo%C5w4lJb_fyv|2*4Zx$#{2?NRl3
z_Gi_4_6QDzwop~Pw5Z%K;b_0KU7$-0$fTLO3^*Uo)ck7QZ%*fGg!_0$(8{{ea!O0Z
z3AbfHdmZl?=HLDA?@1_AFMN@j7>zlcl7}JHmynRtCX!4#!>P9&C*q=>Jtpdb-Z>^f
zlRR+PCh2?Jjw($=Zh`K=?OVcVgIq?0(V<;j&Os}xQ8r*pBMmqA4F&ywzt+FEBA+Lk
z@qv(4K8AiT(0im?<tp`}Oz<j8$qZ4La~iIF$wGySuVADxR)|m?PKGaAs`um@ktS%}
zh!l-Yej$L`;7g2Q&GPZ`4{IWmoIKND`z`i-d$OTvs`H_TNU-+gk6|fR;cNq5V2^)q
z(-zIhSY)1Ns2&|X-P2>9x-ee9JL0(teIH4EVDoe1Vtc;+qek~FYQy1d{k<r7vG&lr
zB*npCH<=0N;hx`QIj2mHjg5?rmARapM^~QRyPtSXhYl9y=W`!<4|;BVTPY}@=d1TJ
zeERU}%on|7*+f^hRiVW@RTZoF1c{R+iw#YX@*P+3*x1<d<}Qy_L+L6tm#4*UoNn^u
z^l=&yTyOe&wvVne?ssf*%I5w%bhoj2W?4!>^uPFZS!j|);={&borBz_VKgn0UAOue
z38uWCD+qx#=^{f86*CFwrRu}HOU5$LgkEnC;*5Pkb2};EW>(55&Y7b(4+K#}{U{nW
z><DSguSTNoGm@FAIs;Whv}Q~D6RYp_@2>4O7$LA|&kb9coJw)?sax}H>n#YE`@7tY
zfO%_8r{1&{S}$<4-<v$#AWLzyT=UlF0?qa2mxup=D{NM(cC4I#lwT{OJl^kRP^rG(
z{f%dnx|Z^Lu+_cUbc;x;y<@1}tB1pR;xq3=U^^o53j5A;d&|?&(x~T28yoOBw+^>!
z^ZoTo0r>R5NpSm9rJSJp#qNpK!}4|}EN2=F-I^hduaI}IVYe4af*z^wgc6H1ociLc
zjR%r^NIV;|A+0enF%w^(T_NF(9Q=INN#wY>AsURYxqWUg?*2^Iy5FbBV4%+pYu7E<
zB7)are);S-J=|A`2~)be%_$yj@TQp%&C|99SL?6u7$CBw1`Mo}hu(G?bKoEK%PiuN
z*}kG2bXcm<bsSbki$)A7zSWg_?~cS=*lo;<YtZ*Pq71pxsLw6y_Xyo4ie?M7(z3G7
zoSN@vTSFU`v8Q#5HL6YK>tqmdifRtNZiMpd9cSTqnhbq!BI0^5io^TH<KKnNTyNjv
zFzZyhw&sr$EZj}{vG2Pccac-+T<&2au*b4~A|(UD{Lj4N;=<gnii!%$*{Y0M9#!=`
zZl3C@^^&@)1<yXu=EG8>!F=7;mr5$1Ckst-OBNN>E|;YcAD;&~o1b?i7}2ILP_e36
z?r{^;ZmP17kXcL-_C4)YG1%VWDp4;lEy{N}!JfCio%WMS#65DvKqn3cTr13cc0$QI
zz0`s}agDqk*jJgu4hq?f-Qd!O=T6NtRNM`2KCfNF-fd#oN`aift?z~l0heX{W&|EP
zNlm&=vv!$(Xl%*tfYZTTg$p10bk%J;Cg?sZ5`_?C37$nTn=p4@pRP6<a4jt@brDnS
z9iN=LSRqLU5~d>gq8ii?uoCO-369ryTdJeIRj`xU7Me@o+YK8|u|&3q-c|BpP|;9g
z*Z%Q)7+~Gxi4IU>;ns=8h1-fk&)KSM5^WD1-PeR1xd#GHI#;dqa`eP6{EcI^t~_p&
zGVU(BLIt^OUZd9*UyP>Snrw|I%Ue>T>prB_H!e#)o>+I&ZU^%f^wP<^=RLi0y#|-|
z=3h<xWPzAL4cPLP)%{$R#Vd`aN%p&|?w&I+$9K<zdQZ3Rnnp*966$AH7k7&~+T1oR
zG-ReGCXHLvsBR<YnH-NE^I@vOWLDo3(s+2UJ1Ur?wUMX;5)}<-cZaQdnVPzy%QMA#
zS`4%-m#7rY9Ih%_y}oNc@-6p6D&DFAjVohu&0mfa3()y*wi-H=G@YlE^dHJBbz5y^
zn87Ji+!KXgoHjGegdq%C)P8LzajKa3fpw)^yjv5|&}#?7kGAEtqbfEnXUyP<3?C@P
zKVIsInF?`0=w?;gdEQ(h4rk-wTt!A(o!|e_4~aIQEvdJhUi^T|21|-hG@gI129>;v
zY$xO8ipjJ**EW}V?dnK90_)sR+HI(ysg642bTciII&{A#I6pt2B+0f*;6hLe9Jr{X
z&R@-SeN+o;kOGgQBy$@!vt}<~pd%B^+>a@u+_ri#V+?1MZ`^h2M$Rn8{JcN_Ki~`~
z6gU8um162a{%cPJwgKsm+M~Mi3RDoaEbdlLOUoQFx<`Y%%+aw+2{Y4;-IdAcjnhGe
zVvc%@2>2edk&&H^eg7i(9VdVwO;#7KQ*|m$g_$PnJlsY*WM+3%tZ2kl5l%PdVUdYV
z6ARCmzT7n>)i~jelpGFDFsAmSTN+Q*>9zBc<rn8q8I2I%@$p-KN)<StGMp}}(`35e
zck8`Kt;@MDBYK21BV8L8iznZ%AzIF0^`Mn0F(Mw=x0BFC!&t~(bW#3tq~u40a#yg@
zP1#MILn6ZcZq;nqx3V$N%K41LbQ!PdJ?Fjk1E~ALaa`-4F#tNKsfU~>Ev<BgdtJ;r
zoq8XU=g3@Z%INHmwEy6Z>aG|*SF7Z_pGGnhZmnto&BP+|W$QFA_;|jxoWrj$fA#uh
z%Xdd(cbqO0$Cc+b3@r_@3?=?WZ)7G3m8;omuDn7BD9L*0_3*@Q2yJ{mi`B7;ytf5o
z6Jh$(Yt)!}O?;@^d{g?0lC<ah&r8gfsJht`;!xS77#VX3v#RD91E>~VfVc@#<RGr<
zP@(>&8Z^=3mHS!YmQ_>jX{r_E9XLM7Zkm$XbNdbEO63st3+&@3uhRE?MDV&|o<2nX
zFa?I*y1P1d#PDe`lJWVYUQle>aMe5O(QJ$Ny;WFSi_K2nS}hL{am(=C{let^W#2da
zlR>$LyOu!2WlNi`-w8r?B+NRAz1`Kryvr-0PIVC|gqu=DE0_-mHOv%+`%?+~{mx;_
zJ?M6tM73xJ&CJf@>J*p#GcGzO*9P`YeFmXiP)EnQNFa!mY_{s+Zf+ml5&kiqCnFAk
zAT8eE;0nM}DktwrV=?#t3AY{kx`J?jvo*|fCv|(42P-OaAxmJ<H7L<mMn8W{b(zV4
zfo}PhobRfOJlH(X3YT2R%p9$bV9lHOcy_1ZW^9HNMT6NYqH^LZx25|McUYM5bp{a}
z<7g_w?=ldX+-;=D@y%c_)_vuu##%|sg7%G=cFO&crSqymz`a^VOsriY_IYe+V&J_w
zJ@Xy^`G)==ful)mi*=#HbHUDKQt+Vgr@1NcF0u<&>|KtTm}Z1-UH%*|A${jvZW;A;
zIYag3AbH}w3*I@7DfLWGDha<TjD3%!Hgc`Xo6pl1mB4x&D+lY&bM;<3ncYdZb0@YX
z>=!3>vhy2smlUUYWK?_|1beN67>#?Y+pB&shx_Fh{g8>8rs$`S5FZQ{BdI*Vk>me<
zcrSN%eV^`Ol6;hmD2K~q%Yr^WX~lE!O$T!LzP>v;A>m_j;~gq<^DzoKPsr^G$!)BK
z7{Bdf^!*WepmV+^Bm@JnijL=sS24lbj%)japO$M3GG^weRa>6aF4nE&fUZZcrAz}S
zr>iVFF+FcPJyT$#v3GX|EfImtye7wj|7cFTKQ+Pw0tsJUetr$CqXcr&!1wXvN1U7M
zjK#&1IoJjffucr+D00)rzEnxgaZ0G5_DbEpPReB`@GB-GQ<7GHx-*<nmZrPYGjsKg
z*B8o$w~<dT%Lkyq&SA{QASI~Zx2YSeeUsI4kJ{(H)L$LbF*)%g?e?JddIYiA!#xqf
z9<XY_9AFc(B#;Joi&+|Ohn^|7gC>S-Ab}MEr6jRj|F4aoS+Fq4lp5`r_*BC}QSA<H
zojv-DIJQ|rGK)l1)XcU7H=j2cHeygBjP&{A-Sc85-+&nI^I8{Fc7iIEl8B<;XgHgt
zb6Ir-+*kEUM|T-{Bj$D3Ei|lPbWnxHUX_JR$-VwjQf;81W>uYT>%?BL3@2yfOXO`n
zhvrg0qVrlI*Q@UiR|iHlUxzvc*@&(5UtnLLnmfR1%`_w>>BKVo&Y%Q-$BJ!;cXdIb
z?9s^yX?;)XM~7%=Tc^U3h~o0U{vcFu64ug@?EI*8qG2543JNzpWC2;TqP?U7Qyu;!
zYR!-buHt_#0}c4gp2@*{(ONET2^2na8-CNAmg`i=VoKMKnLw3=QLvr(#t$H~23k_I
zy|%&m<{()5O>T(QhVVuC`LDAmN|(?a#cD7mUcI{duLxBdo#jFL(i8t>%ScBw^na_5
z|5mTaFaNzBjXW~^j`LM|EEMniYwLVvxL2H{M$vT48PUepjp@v8BO}V;q6W!Y!mHWj
zPa`wih8*0OB)ah0>wopVu65OXb%JmBwmnld?$w132ibvq!_v=<P}IOmG+aw&jVcbo
zyN$_>#wO?S{Hvl_M<l`_qvO?Kqa?`GRB7vM!O`@_Lfulfdb^bD)$%{8Iu5R{lGOk#
zi0PRO^1O@SGy~A#TU5d+qrS~FF=AF&E;%({h+u$Ob63+I7HOs~ur)NOs*c-%FM-jX
z@m1fpi-T6{cAc+Ls@qP`=>1BA6_JK|cXGNgi`|5j)BWAF=6*SefP(`v@Ke&S&b_k~
zYt?X92mo}9A6?UB;{OzFISP>p@woP0z>VV$V>SO?9pty`ly3g!A>!?hJc<w=7Pfd0
zKIEX20S2o<o*JbNiFh9i2nmC6JM3qjLq{5>&CSVCMlH1Xz~Iwk`U7pdJrd2y<cf=Z
zqhubB<u>^cea}<*dG^7kGXT~&r#LOcr#7!|vvaHo3|^nEyIcc74L}J*U~hJ#Mvj%@
z9H?;*L|>NAVFpNl1^IL_?jNof+<F1Tm{(d_>v_M>T)(rt)cWd@rc7_W5C_C)D`6A<
z_VLaSMHCf#_ni3m>-LX2_dEfNXfn&!`TO>qsC=<W|8C_+V@b_+3U#Wh{!AJsYGM@^
zy_tH<nMvQLX`<lzvonqT#se2J-ixG+K_C-XttsXNCG#5gowicn9wuDJGV5HQ%o;7)
z%)$f%f|4PZnIzhFB=ibMkCl!4(dy{EW;5jE=U0#7h8uc|j86o9g#1fmC4`b-A68n9
z3xPv-V0CTq<iNw#V0*dpUM0=v(qsuB&+g@RdJi0)K<N6Qr{~eK+$zE&@o=ekcS8y0
zxIL8E>whW>a>qbtgnf6sKF=O1>PxPNLPJ27_vb3O)sw~7(lg0WZOB^kZ;^%Q#VZ0h
zMh)1Bs_5;Cvq3qiG@$p+yjS0IUE4Y3(k>cw+?Hz7yZeEU0$1=nG~1|Se!(HElk&H2
z0Ag)q{gGhkvlW!n6CB*x9-MpinBKcpWWVv>uGrUz4&jbir_{pp2`|a;OLxAX2L$7m
zo)iQVRQs6K)bdn2&Qm>9363vv!5okqII?^#Ws=OUt|~I5z6W<aZ0Bl%^queVQOOa{
zFCfsX6w==)Dvr`?Vp^mb0F?<*;Y5xcDw(OdIlOkJI>hIJF#5tA5+|6qf~D=Tr$vU(
zqxS(wyGsdO8%`a|M3W!n!!0zXox-J$dfM%C)QACoDW}wWI6%y3kTQK#Hc`dZB4%La
z`{pc~$jmMFBU_*_J@n(OZpWyuxE?SESsvK$fqhw)icnGE27M+EFEv<MP>t=+$++TD
zEQ}+^hSXbqO|c7CD;I64gF5EsoFrKureysb>SC0I+}Df#WH-uAF(h$N^Rs<j5&aRB
zm(3jtc_oXs-G)v@#b&r~EAC~uAZMdo^vm487>+_I4vAX{A6S#av55(t<Hp6YaZV(H
z8PATAW<H>b7}%Hp^jIgrb(a}B#6k|Z2=J>yrW}S!?k-wLz0A_{YgepC#!a+^UekVg
zWYci5nLZvhlH6GCOc3dJqTH|TE$&Y;uhL_-SI~kq5)A9o2B+#QUZJ1uYY`R0J=1&0
ziC<k#in4HYt{#f&U3QZTyyh!Qii|ht%Brd=s>*1?zP^k^g;j=j<mkxwV_cf(FCS98
zIMX5w(uH$OX3()W$GkT_xo~~tz;0JN;e|rzxx=UvN^zh-;N>?~s8+h4>=YYH!j<0W
z0C=qw*z4svvQ}o?2lTX4#?hj&Qq{;)dW2C-@|gB}vNx{Obb*@ZIQbfLhuwbniY_<B
zb)~3yaFRyJNIhQ>S0*=~L9pDG<rJwLn>(PFyJ5F`)76mEl~=a46B(g17e=64(Ta>W
z9;Rx%Zs&w@>^06{ZLN9Vi`X%Y;XB37D;goNlIrB4Nw~mTwZy^!fDc{G3r_9>oKH)6
zxb9b%+!t<-yI(C@&rioo|9&1ID$Bog5~5#HSk!#9?)UNIWrYsltuod8yDkf>9_PmF
zILPvuxQ|Sz`_WGl?V7#wPX0l@4Kpz<7g(O7pUDehcK4|-y-Wh}&=imTJw)cKvpJW*
zw-z%oy=#-j^Or#EOR@t#$99kE|IF0z`_eIBE)P52bD*}GQSApqV!x*IFZda3Rxtqo
zc4w^+R;{%;%rD;TZvhbFX36K(-J#Gc`sULXxq^Zg5SzeRlrVI208ftT<7xMr>RpP5
zhT`bXjM+dO5O?=*YQ<Dno7KYKK3bGGVNQx|SA{SY|81X!-8z$I{pXdKqToii3tU0>
zpJ{&5{IJYth<Ow<w8!fJRse^4Rfr&{l?>L-i^Yy@iB0-hg%$C0pS#y!#utn^zsVCA
z9uRp&+2`)C5m)?zGU+8Xab0j91#R<$@Gz|yDc!G+L%afKUM`;lwU}K7HQP$3h$QCd
zvZ7i)j~`pqZf-kTEgG&&R$HPv{9d-UMv^z0tWt|4e^1fjK^2sd_c=4@ZVLBR(SG!c
z3jVew{~4Zv__WQs)|9l5E{q)YH_26WZsi}f7o?q4MJi`jmx%OEd0!?C)VfFT1FZPF
z8HoWxU9Ok%F91hV@_L|lF@n6TDII?V0xV%>f)F?^3~xR{Y)w2nJEK&WUBR?WCNG<{
z$7mG+eM=nE_AW}6qOQif%cySu{n4<U@-P+iG+jOU$=YU^s;1a9YD;(!Ps`7`xy^j!
z_lK$&%bUP^o(w7fd~j?EoL&hb@Kpa_uKo=`;(S?+0RG+*<q;_7Q7M6OV~g2%WaEg)
z1g6NubMU^7u}JWaoQ5Uo?AREe2RTp~o#=O-w6*KO2j@<IXT5Yt2EM-UQSvWhH{@|Y
z!T+@%{0A@^risBOHr4p|wFY`86dX4J;alq&#-p8bIU~2?<U`Oa(x>R3pu0`x{vcho
zE!xcYY+GcdQ1R!fC(e2cg_Sa}-4!~=M%=fc%lT&q=r5^rBg@gAKd2UYk7VZ;rDvr`
z4?Bb!_B{EsnGPMW@i{V^F%t*nw;k@&ar-G`eSd4SC?B+l$e+GyM{yM0M7VzLRHS~i
zJl<gp(FsJnuYbwCJh|=EMJ$^@DUEQo8^WbLmb|>cW=@yCsbx*thIdYDO0KurB1jBl
zn1DWt8w3xz<DKm<LS4MSXYl7(zu|26{#^)_ut7WNHoaEJCUt)y$k1drO3H0od6RHd
z@B^Df_#vgQLe|0E$RYlOL>Hm%x6wn<AD$SjVZhd&B)?dH;C*X9h5SHzcq~vsKA?zq
z-z2`2OIN?D#|2VKKCL2nQ*41&N#gTS+77GRyK=lwG<%A8Z2gXDCSQ(M=l6v8DB`0!
zkH*E32GU94ZA4!j_%p{F|D=md!{^K>wUROa-Y(bM=J*<TA<e5e@&}`MI&S=*+Zi!j
zhpT6kAcpJrTdX=Z{mQS?%I`_g@~pe_#&ZbXQ>VPgw^&q<dqY^-U`{_A%J!5RZ(rMc
z%CCb+A?2AWHh*OS>A;I{-)c=ra6?Jq{Byo|2cy6K@NjgG=J`Lk!(a1Z5mN(FIvnS+
zG*b`Tq^^RT2{;X=;(%<^F{ME8c~gyMIx}pR6)RUBye(#Esu1Hll-M4=!%a4wDE})C
z&0n8_E05d0N;fJho45BH$&1P;?flh7gsQf*?4L!s;>{gsmo-fowt7<F&M7VWptO$^
zMkdeyUgHH^?~{j1c#`>dE#`gb9jJdS?B#>TK!F4HHvG<lmf&dr0ht0l5?6v!7uO-3
zUMWMGicUEry&z_G<_O{QUZgptuXz%FP`yBnDLqD-$q?3!134aoD0}xV))wzX@_vr5
zg-v0S+UFX7^@M^c8V@ca4;zU(Vk@6O`IR0iO^oF2FCXg&XOJG=EzSh}f31sPNpklS
z4&V~voTVb(R2RuC$9PMz9U3<6LB&Zf=h7#$DH0KiDLSa6&$&snr~9w)7lMuL<+AZ_
zx{bh`U*TD=Bh(y%!qJZ74OWjid)sbsdD(Q6YsFuun66{?<qDT#E;C>T2jnPLwYw9d
zKOiP?&Og@jZ5Pw<$zQ$YA)rMdE|4=k`{N%8Na3m|lya}*-8gTR=%=?)))qAy=IM;g
zj>J0GRiqP6n@Pnp<sx2|w<f8Zb{SY@1&UWjKbMQ!6+6ahX`}_y`)3iZE2F=u?AK&k
z=xG|%h&K1v7qQWL)wWpqiQ6ZF0NuB{Em68|Fy_HwbpOP;*i}*QdANtr^F#sp&v{AM
z#B5Cf>=U>zo<Nz-B@}fwr7qLSF}XClA!pOfe(RS|uJdzKO5QZT;Vs6RxsFZZjn1n6
z)nKFD+SD;a(&wCo;?{deFtn;RU7_`yd2jAUSROkbm!adw0L)od$psGCfL|n`@fDws
z&qoZmdeT`)B#a&o>7DKSbAPrkT0n4mGycb>{>{1m%BAjt_=Y@;8DXjtco7oRTkzw#
zhO`rs(&&=BI$0yhF*h{CJ|Baeg4S-vjNfoBD?5amWPVsiM;HyqH_R%-04<M4XiZae
zBoq3)BJddr#}6-RJ2IxnqqXBJBKYb=t4dTqrx8xrO1mM3!pPgPQ{lDfi4pGGZP#Dz
zL9*QUAxc;=_>aW+Rqf@&?X|J}x9en>_*YN`Vi|m}3|yxOra}o#;~nnXSQ%Ghk}9I?
zMtcos%9tP2oWZxEIv+sGtg{9@xJoMdCX=yb1q`sS!95Cgs^nqOFS*F0_e9BTf-)mU
zyuP4esDp4l{Jp9%e!=v8wQL|rJ}&4W*~XiS)x^(&jO|5itaje4$?{qHr)qCgL4QmN
z|4+!3kOogB|3@nO#vyI^W+i-2Smi^EguLR6ng*xRi4W~<HWO>faD8tBmm0b{b*o>3
zuj;ZC5=ILaElS^l)K|rptI-yFt>vz0B0r*!NF#A*BJLEUK>63diQ!HyrboJ-f065c
zSg(mUWNG5EPfW^UgtPJICL`cVhWAmvSps&J_cs`D_eTBmABN`~`UA;;CX-7UFU&91
zDah>&yz1LLGq!D>U~Dte3Wb<MDSZv2sA$O>!)#7<XtbCLz6@l5+dB#g<lq=kq=Z!L
zmn_0T?G=FLw~-gXXv477+_eo|K8kzoW;UbC5}zx<zbGM2Et{GpN!fS!`iAgP%I$uE
z{+~fL0+FnR?XN`rcxI1(vHAI#?x*ook?fnFT7DmR{2az<40(6r-|I2oaofUte@<EI
zIemhYo+WD#CF(hHh`UqIM!*S%u1?7lngL8iHrY27ULWUuEYiXhkMaDG{s#tQQ)LQ;
z>WALn<n;Glir)XSsL0YTLo!5?1uemBdj0Nc8b1sDjsZ0C#+!ezH9>j{?%C5zI|R|p
zf_+Kcq(O5SE7eBXkx5TwjHGhVTcV2)Ef8BfD}TyD<b`4pW><@HCEyAx(vKYMe0T@t
ziF?-sm|`S+O~+1b<fMc^!r%T1=a1MY)&T51Pxv2K<0yp5?m+*Si%G^o_l3oi8%jwZ
z^o$#>Gt}ejeduveVA7%TX5U%HkREEt3tv@7rWDwlnCZ1e;}<CF_2}hKG-GCz<J4k@
z7xeEUQ$E@1jh4akkrd{%S?tw_PNz0amWU&N?ev3D1E1u+_XZFIv@7!=J5@x_UY*AC
zyPV?Xki2!=Jv`t3!>`<S-oT_L3g@S$rXEOr)(k&lm$uc6kh#g>+Kobu>Mg09xiM`E
zEUb7{?JM;#6)H0gT65w@Q4H>9fgSdO^@=cGg5Y)9kGf)AfOIJzY;@?@y0=-V4k;?^
zD<cEw3;T<M)b2IGYr_w!lfcj6Op;GIF$C7JGq~VUO<LGBf~xvzFD@^-+<^YY12%tW
zD*=!yZM`K8Zv76Zb;W!p2lIoxCx`x+VgN%rEM}JCa$fYnS4^~eE;blmbE>AwYZ|N<
z#(thVqd=FLw(2v<kxgWQ7$_^ZN1&Q6x>>dNsWUTa)orIseZJW*mhwd<`JlPoimHk^
zj6Ql%3+pHk#ICOA8dE{Jt%z1WXsmVz9u~u-<uFX?bh}?1sQzbNPac?*{d1kWc8B?u
z(8LF|4Pa78-tJc)Yyxb`35nmHN4xR`KWvNuP<EWBDjE@W0Is+8qG<!VIcFClc;B!x
zlb^tAxI0FxpF<+J<u^H3?GBqsT@<_ynH^xZEI>mKA!08q!Xh)ZdZVPlQ<WRd3eYX_
ze^`~~s_3T=TJ$?x8}owE`x)Moe<N3Je$j4Ug2DD(zc6KQd(y!62Ofjfj17R^3J}ax
zvbf6p2vw}6W50Jw1pbRr323H6^49M_IxCNLudt;;?@w(uI9iUjeetKDW4#Z4AX-4@
zG38%gWRnQ`LxJ+O-os5%w|lNO5W0D}a&A>JVB@w|H<&r^zqzKmV4*QJHm0Cap91X&
zB3{qYfB(@%43bEyGg9;0mA%*mDXnQGSkgbEw?bbCYs>hxJL#^37bwFh8kZpY8^<W|
zXtyMfEQ8e>hme;FnIA$vjRy6MKy8WqHcfMOSG{vJZols<B+4BbhXfWd*<_k3y=K*_
z5;Tv0!FEt=^n+Sv%+1@ufxzFm4f-CODNqW!4FCk7iE<-lJ3Gt0IvH@qM#@LdtpP>L
zn@e;+6I+>4-kFVIxXvALXiO0(aGcIc%~RBtr*Gx8o+bi8R+|@LHICyi)gSTjlgnj-
z4dO}<jnUO^w~FeP0IVH^`?0Z8vh=E&AK6xeDEWJ%Ij_(;-$KsGzaMJaU(EaVC0B0_
zdcr!(Lbtbfs!#W3^;<6Gb@-1?{D|2~Yn*?oB&?}Ewpi3sNOHQiEk*KbF99q9WqLUI
z%d>4|5ism#0Il}0RDh1IteqZn*iQ;DS2sjeO~{&n1>(+5b;H$6Js^7S<AlW9!Y<^t
z#tZ6x%sJ8HO-K?vGG*YOEh6;9$pW!ZSw0K=>z?hye@br3_9$CQ^?j2)CQfM;J5-cE
z$1-UN9GtbI3LGB;u3HIkMW8uP7YAjZk8+(w71xXp@l~A3KLC#J6QC&X6sK<0?L)3Z
zc-B_Eqza3gAnfQKTba+8@9${i`v&0WyCW~+fFOe|CVlq{%V~0A;{Lo^PRDVpoARyF
z8{y>WVWkySrTnb~=2n(+cD#d^vmglDa#_kI#Q#TekH72a-Eby+bfQXKfr|A%A`Cq7
z9%xj1)~8PiC31J@eOE>d56ewRPtAPE66*c-@e*d>BfT<O$%7kMPT1<pD7{fiO0KRL
zV>KNo0q$2<_<GTPMRhF^%XMZSi_gj_HS6BPU?Tb+a<M{t9a80uVLGQ>uYGr0a<kca
zac^>N)=9+Wz#NPu#xo&;^Zjg^t&+gm1HhaSffnk?cat`#W@bBs&4->K?Iy>mp*wcS
z?fgHtZm~_{(}nB~&8&L@eMx|)!effo6<^#S-qSTQwzxguL7{SU_4yZzFl8;RR;bpi
z{+g3?QsGl8K6}FTdduI`gqR(n6zN$~sxT`N`bgR@JdY<XkwUInW88iLIjje0sURZ0
zo7ig4dZ3fQ+~+Nxk(8Zm)Ljrjq@&3nER2JrdMhobevFqDk_wyh(v<BSeg#*!*k#N}
zilN3-@0n-$-5@+-<)00(iIG6&+y03nzVrBs>mVHu)sSysB`qy=G)F+>oq4aU@s<l?
z`1^Yg|6JXbD(2MlMIg}j&QvDy(j0g9IDnNDM-?p$rCy1=#i?xh`PjLJ3mD<T1#`1o
zXUIB0e%<%#Xb$~CbO*REv|+vj$lQAiDZyOI^!LxM(S`vH%}2e1=LFl~gTYdZ9MpKO
z2Hljtm(Sdg5*?W^mjI5uTSs!$AA}i0d1t;R7xO0eb~;A&W&@yFd)-j3PsCy5Wo@bd
zOyr)2o+*}l0;1hXxhL71!;bBMxVtGEfTD#rkG+CnDz_a`%leALK{Vf?6Ho8TEofg(
zlQBuC!_RK)TCRkjI*|7Q+F~~r@4U@yDPvib%=K)!)$L{{>Z)zggK{?rxeESvkUK}<
z)4b((APg=y8gvkl;*%aLn!db?PzG1rkCplmw3O<^34wtO*I-d^|Mdvku#w_v*8Qro
z%7VmhtjQ<qMd;{s`G#`}H3|Z{JaG9Dl$8(P6lf1WqqTh?Nub0Y<^%m87w%N2X7}S?
zT$)afvr>>fn`QV{ydjNcj<+&gpsA6Tjl+ZlTdvzx^uZIVgYxT?)X&xTS3F{<#B)x2
zGr?R7H`X>+i%$<2HID-M?xev+shl360*<hX=s`Z<DOGnJi6o{bOU=|kDzI!ajM;Fx
z-YxG;aoeZkGwDyXd!=LG&O`MavcR|##dYI;BZP|15op?u60~Ai|C^76xbCFDZz+LR
zie9vCw7~C|Q(nQ`H-W@N9W%=pMW)<(Cwxt%7%n?Q6ffVLi5?tV-mu%@AE-@FFS<4S
z7$muDMQn!6kAm$7CPV6e->d{qZv7VIxi00Yp1-3(mx*IJCeQ)7E_;UyxT$b)n8P+e
zpg5kLgVaLJ)c((q+g>ZV8Mo>xsbd|)nA_jSiwDN0c)S(&E{pt*fQACJmT1@6k0;e4
zlH4_`YE2RexNdqhH!~#ON*};B_3f<cZ%c*fHz2o&nAAZt(>;kK{FlEGeN-T4&5I9G
z4F7SJIg&Rn962CbTV*p8;r@DeiH8gKOdc0bYf@nKN3RFA%aKni)^%z>#C#x`J;fMf
zi3ojs?6l!r%!tr^h?{IJLK9ekGN`V(xcEIb4?r0**Is6BZ%bC)40o<C@T_z@e%x}{
z<1`|+A9_v}@r+bE^~nPP2IY{ZyoX-((E1U(cC|GNuzL>7iI`2A&y`h{Ivo(V`XO_l
zhQU*(+P@=Zey+bewdCo3={MM1^E=*X;l^O?3Ynm4V(fJ8+O9tNChOTl^F>v(q8yLG
z3@K&`WPOjvZc(HD^Jq-btlPyttNZ0oVbu7CexZpf1)yjqYw3Cq?n->PQ8aXjC{6&}
zVo%BdpNeC4O(@<)ZR#}z7w733X7>zdYR5<U2nGEq=+IcSxTQfMMyZ&+QM9gCmY)%n
zG=QW5&1rC;Za9%8rJfX`aru?xMXxhq9{pmc)Pajq!qRsNhg7%Sh*P^enl25$R(=rW
zvL$T^%B;QJP=%f?hfEvdS#dUM2X|X(+s+;npLN*`8i5(jGWE<?Q-Bx(8e{)}XfObx
z0Uhk$3TtZt+Gh!0KOoSw8DzkXuf1kXe0>(_tExp74I<5C6|^TTBj`~1Mh~}o=PxX%
zU#Mu`${lQ;bb~6!Uu){ci4TA0s$I8A0Y+XMo}>_#SxErnwQ;7VP|Lma`o>yPd*3A)
z<;a=iXB4q&PZY;1YF8dD_7&Yna-j1Ir5K4yo6ti;X*VVM0lK3Tn!_Xc@lYhbspb9<
z{NHGr27p9j!(Iy>Fc+;&7A0(_a?WxWm;6fDnrn{eM3(VS-0K8a?W)TRLy0t6tM)=9
zB+`EvwSw`|<#h%i+ZVquyM57&u7*5Bz7(>9RoiJh<ybO4@JI-ajvV|b^DWyHpLU^N
zqrg8AuhfU2JoU8s#lXS2gXI%VL!CE*n_)b0oN#$@Z1~R^RZ0CJvXJ76aityOT4ck)
zk>n$#XZzK(0_oEOeflo{Z_#A;Uq#a+P5fBGg^><c)^z9a6tD^ND&V(+@RbCj4J!|^
zI3!s_p5~vRuENFV%3o0K{*(2(N30-SRv254#G&JLe{6!^j2x2=$#WHbwi_sWFszNT
zkib@7Sd*b61V-+y$zFqL7296;HfoYnN`kq0GAWX(F&(IvFld91y3Y9_*ZoudJsT=Z
zm!^orO|Gx)xiq|56l3pHn<CIo_vxyTACT}nu-Z$O2XWwEM8`74v91Z%vp>v`A`~vz
zZe7&ldFqn=)J<j_=QyBZQI<h}mfH3hu{tptb)6LFm!PwjQdhN?MM-?>jNyG#`poMp
z^#vCQQRH`O3~7{N_)T3zT~0$?Xckw>&rmEyq^<CNoWN8|TwZ2F{LgmG63-{T92;x~
zX*RLVT9}0}cc0VTW%77(-0IDe`8ZI;i{k1MfjlEvMB<#vci)PGql~I`Y}U<IgXxZc
z`b$nRb}@VyId4;X{+G-8ll%|y8UJ!we;GhD^q9XTe()ePtUK!)YAR$*QJSi!To0r2
z?Fprea#vK*>Y`$_S~}JGIL$8(0s6b&@a^GD%%wB1GK%3dMU$bYwxdBPx(Y&ttx;%G
z3<$^#QeFua;iv`d$@Gc8G+8hZdDZ=oYQT0e3H=2@8aV!iQPUCd;T98b>es&6X_bF&
zOrO)=6{S9KV{2GJi5<}li`{%ph>;R&e!`A*b4_!+U#2*3o-0af8Epeo24K?@t!MuW
zQ5_Km5crQI*^@jf;TVfC8-Ih$U*m=el0JojjNzX%M?hf$0yrXU3!j_Xh8U9zd!tg>
zrJ4HCsJu&Y^<Ro+Tq{tjhI}^a66t8@&%VVJf)?1p7{bv&6P&i9!4X5oTiv<{0?BX3
z!*-@dk~*l8GmmK6$mrJy2&h6!?Q36O4$+I+h{j_KQt5`U=yRDI@ALM|D<KH>YZnUb
z?~or@!WqdwOIgQyNYQU(9z7&N3WKc0@;^z~T+!ZlabJgGm9aG1<?OAJoCghH5lN<X
zRr-iJztBbEP{V$_VAGFz3&%nAE}MvKV~IRIo(qF2IyX-oDnJFF7Q(8K;wRgoMW<@5
ztotn#!j^|P7$jrxI&BlFbk(JI44JaPq-(GntyMSTTC?ZEAjOJYVY$;9Nzi~a=t=K;
zv%on}is6rfv0dcKhz27xYpj{0d8vD~?N>Mt#zcYB2N=zx%q-6NCqVsoPXAFt=n508
zHD+m1Bb0cLjv30M7Zy{-q-x@%7)rZ)-OuPT74d%Bp`E1s9AyD<rAj=IL<Zf^KT0TG
zV>s!CvLJ^HUE4RTyhoo%NW6OuDp-~o6Y`p)tUki#g-kN3QYXZIW}6q%=4UF$pyMi1
z&>9+^$$dr|jtpsC63Kk2pbx>hsrf<K^idwpj+yaU%-*!-K~McQ0_xk*b-!9x$v%G<
z7#=0#)uHj9gz(TeBhJK&<A%oimzR6U3t^fOZ(<}?8w{fi#QWqV_mFzgu{vIK4w{2N
z3%+==WTv)`w0CMNg`erilnyD2EVE{)Ky4|V8ms~S2I#)h-bP87F+_nY=3|7C*)PKJ
z+B1)R7{g7-wMr>Uu)BN7sOqW8=Q;-W*-~PtSfNx!+1z+>yS>=Wg28nx`p2>nbSY>&
zY~-cFD=(g2v~=pz*}$MHQ!_2G*6bn+tXeO{Cd3aBheEluRdEgZa}>(Q44&f#vUN?$
ze{fxH<s16Lol(N0r||^Z;JmW?_dNGQjs8EwKm?1})E+I8cfh)2&MGU^lf&93S?#@P
zMI4$e?s*NiDw7S*2gD1hjP*V9_t|1PmGVc5@9ZY<IK+#^nYZ%kDC9D}aBk&!V?-0h
z9(PH$elJDCB<RKF9^sc;m*M;vOSyXFD`C9dsTV9EcZ*vaUo;P<BsB;t6i2$&T<~1Q
zqGl{}X2eUgJyrVUw^^(7p`KLpc1lK?Fp4P+J-Q}k&AHz_ug-x%t|UgyAbt5<Pf+0b
z|6_O*t7060KMnExRXKS62Xe4$vkV{qdGJWoAht+c*hr~&d?s}ncUj6R48d_C3Qr+|
z6(N3Af~rzCU_pAuiZ@0x-P}sMOELr64y*F(vBl$WEb6#Wfbm2-xgOH_M5Y$>h@KFG
zq*JE!&53HIe9%;B9AsjC@RAmTr}a^e%9T{~@^btb2eA7wDnDu@*~YZbVo~dMn<Vl1
zkDPdS`lLpUkrHZS);Ee6Q)CEH(RIFX(dSr+k8n1NxW#w+4*U2hzjeRJA7&eR0SN+j
z_vGm7A2nhf&`QXFLJkOU8Hop+vW$|UtW7UZa7Uqr1`yRqtw^OjwZZ}{<p$|U+Q7m-
zf76Pt5rb^377{EmaRM-=pn0`4=FxCp-HBuWR(L#%B%MysN8EXYhG>3ISKXl&aScBI
z-jC={2{q_+#{4fDPKPk)SXA;#8q!VcQ{wijIg0f~Gr-f*);r*kBkd)z@{C<!yKkC#
zh>-|^N#cD4+FL2Day-c|!zwWX`4TvcU(Z7`roT9+^!4|i$B~!>v4Gem^u=*&VTad9
zx~snbPHH}emH&WaDCyCczXSmqKg@JF0FJy1L|fFbN|%qRtgYt4qwu<iBekVVCWl-Z
z{-{e^GObS}Ghf9*wM&u{gQ0w=!hZe@D`}<@oEb+eRgk0cIzC68Wcky#G{^ka90-F7
z>~vBm{2&2zZx$`~l<i?T9f_kf7>fkVOoUTsBtOo3t0M3C8^(xYlW(p!y_C=8bX1#$
zlPKkz*pkTTZ511>6HIBK_7jj?fB;ID%*?v@`M+ZLgQo#1G5Q0F`=c!VvDM37l$VlE
z|D@wc(q1-G{CMO3v!&Y3RV9TBLl~M5K03TqdkvEYYrbd}hO`WS?}$7`e3o5Z&do0i
zB!S50^laUXp|K%LIIS#cb~Es3aKtzi;>wiiwFc8N7My?>q$91IC&&p|6us;rZ$oDA
zoA`NPE2LD2PFElhe%{>CtMZw_33<Am{jJ>BL~kCTUwPc58R#7tg9fCOUl(=gPlq{i
zjhUD~vj2d9`3EwP5|@7Y{@_~w5^QZHS_pNkse$yG)L32PhpqEIwvf|VXUe<^m6|=J
zSxMGOs+r@h27OMw%m}FoC&esQfRXTkoK$&f8G&gs#C-OW7ZOp4pPju{iv2MkO$a9*
zy?PAZ8dQyHL-lHa0U!RTCIe>1bA_J~t0OWxsM5~dkEt?|5E6eN?rRZ_mjm=5O2Fn!
zj~#Z9%;~M{Ka5J~OD_bxZ3amp^6J*&_$j`5@DFj82eIP+4nhNcF5p&jq@Sfx)j72f
z8{!xJCN@{N$dVXOly}e^(d!TT@g+dpT?{`9)6RKhQ`!q86kaUffk8!N0{1JY*$<R$
z8l1@NQ1uIw>ZFl)dCIJ;7N3iec${X(e?5Sm$}!~k4K3z&-hRQx+}MXx&3#rXuh*T7
zW(U6mF=#Oj)uOoga`8CR!K*aYIwbh=0WxewkD^9IU@%Y1<ztQVS4IAJ4e~E;J0#Y{
zgJVbAP7=wg3nJoAyRpgY&Z%qj^9_!7ch!3_xnja%p}`4zZLwM56A&h0RM``Vd;7K>
z;VWeszD;(QiF%3@&C`NDG#CHYLbTR}FpHNs%L)Esv3=n}mi{xCGCi72u(i!vQTNTa
zN6}*`8{NB46AY=PLvs4E0!*vEj~6M;zD_??k%w3Hid|EC)kZF6R~YO%DNU*Ivrp9l
zFZ=1nw-B&Oz@M1)prAgetAGXlX_4V{<^To;x?eDl#ePK!SH3!JnpURw#ut*E?`5bj
ze2V_N$8t@}u<EV;wK!F`y?~z8R(5stw3{4vqtBN{*-R;qzUub3hSTG_q>h<-Y!_@8
zV)Y#-{1}|Uh2E9)T>ZJBVf4mTl-^w}2BcK=bexuY$d!ues#NGnBq!|IoTHbvJVJ;W
z3AC<41MBeZGM${py2*o=@eBI(U7-efyJ}IB#y+^}UL3yAsjW2h-^K*0(6tcnKYP*6
zW&YP*{?t0Z5YPUl2mLK=fDrvo_YG1u7b0f9RCpp|%=5|JQpGk5PUE@XN&-0@N!_gQ
zv>v)}mBAz2E3z^B;Lq~8B<i0CMGZ*}y4P3}^ayrxQc2&YVucrZ4~1_hz-zaG3B`V8
z=5v0AggkeFIV)T(<e#@KT?8~}wbSeBDXGHAtd*if5;W{q!1V&d6d&H|e13o76pB#*
zem5kU9(D%Ql2CZh1Kg-YMhz$ayRo_d5O1c9j^jq<_}l?DU=K^Z@v%9U>wj&Iy{jGo
z2B}gmcR=58;!EhutlUJPU9KJjd+(jz)2x;->Q41Q@VYO8IS%raa!Fuj^vBf{*AmNW
zH*2_JSF8A5PnI0}U0eEoRT8Zz2c*g}+=zg2{~=vaVYt;22Dy1zG?iSyNl{_!*paVW
zpj%zWYu<4lpi6#qeC=sEfW%g%FkYtuOWLR|bXWFlYE#^o$ExsgB6q&w+8SE<hV7r^
zr0rIBxl&+<vuNE*;>2-8w9I|Jl|yn@WJRo_9#468d;H3%(fQ)wKBm{?ttYT$E^W_=
z{d#25^yLiDpB`R35)pC6WAkf~ffx}ew5#<U^y^TCcgdHpKY-byV@g~&KE2~K9k`Da
zw%85l(zEx>%~gj91SB?EP9qETsSfK)nA9P*gx49N6E{E;U8<{T(}oK*q36$W)l><Q
zXG>n?+DSH(I{yFv`fe+TZsW_f6Kp0U?*f1(%p7|WmA<62<s1<vTBc)KTsT%V{MbV*
z7POd`FNK<(KhqVXFnwcgI*@!fK067F1Kc5AYuWXCPKzjnHpIqrSuH7p8fH%#H14l8
zMzi;{aN%}#xKbe<j50EeI-rd>t5m1LkEPXm?R7x6?fvnZ87eU3!Dq?WY<&s{14)h@
zo?M)jNp1tf8>vo7d2k*dS0@|;h5*q5;@t1i8(Sjq`-_c*NWf0p4(3A=Wa!;HZLS*N
zhgDZkOj_Y_e;<sFO*TOMwestg+)WSdD0H*w8Wi~E!1H%)c6N+Erf9O~!jbI`Fk$F^
zTWN$b3@C`$%-ZT|&WlDO9HBn5w8#Hy>fO+{&<HPw8sFVq;4t5Ti^E8d-HpwqzxrHy
zZ09XY>j){T_=mPN)HQ@46n}VD>YbFJ*1w{ifu|9SFEE@t<a?Bwt3XCDrz0N~O2HQC
zr!e1*|30HT0vItzYtdpy2_h(%cK=K`BQbJ5U>fU}zjjH<DCZDPINSM*8cT!bgZYs)
zbQTi8QO;9BeSn+igbJE`s?oWcJICY9q<sD+9cJYL29M^*<?qfXc7qYQ8p*Q{ZZ~&T
zL6_gF@@(7&Q=-8fPWwV+ymvKuyyKxF;FWXyQb6sxza8iVCN}mjkI4Ov_vb{w_BS@y
z)sxA97<Oe6?$i-Vg8rkc-iNIH57yNSpWX7bNY2w3eFr9YTtkhS#bwpoPz5Fg$<x=@
z=Vlxdp~iy(v&xYe^13$#k1fK`-y(u$KH*(DBmjnt==>ksgae^fR*SHwdNMl10yw}f
z9vg*Gv@<C+>5(31e>53D3g2yQ+D;{iN)ETp4lsth(7jyG^2v^mVadb5yw05a_qc!n
zBy=p5b1e#j2Jvj?HN8Kz)^i5Uisj*HJO9m!(d^QaLKLIh%Eg3$%c9P~>i9SY3-6}s
z&P>)s$_Z)w6Unw+`bnD_J@}J%$2r{}W}}}P>sKi#x++NJo1}L)nD&_Dm0q(^szh67
zlsVfoeb(|#(>kH2Z;~d`cW$I01>5yRzjAyH2KoH(vE_~YK}Oj7y(GNEN`1LyaHdBJ
ze>EV)(6CESTs#H3iy19ok76o02vEhf`&aSBI}h5cqO72}XV&3tpoELqDo|3<@&3aw
zFR|nA$^BR)Mu9zU*8`br%>Z>8m`1UxJ1RKt5Agnrn;e(R<sN#EuNv`yS%6mG^VFlA
z1EkHx`f|6|e>z)*$^iMsaIqd3FN;C1N4Xil*XA~`4tA^zNwuou{U<OFx_*r&g77%8
z1~9ukEskmr!j0$QY>@^*X9&?<@9f~gWC@N&noP&^$Xs~!+=K-mG}r0Cv=Z*(t^W_W
zj6i{IfNBVPzTm#&CB>9n>R`4a7<pcEqKeZC%*Esv&=(ZY0Rx?0KeQP2de=qC@Huiz
zJ{p+$iB!cZc*{fKWH1=2z$>i%u`KVyql8Qd$Kqy&{P>DCXn2`Sa<kbLdJ0Hf=<#Q(
zxb43b%F6AZaN`G)I+=0zVViyBOc#~UEtu{ugpT39s%~N*+&sj(Y$w~{n8}k$=P@y)
z&-(Zb|ERK*w9T)o`;?V>p}a~R;{f5@qhsb*%!h)H{$Wkkb(*d{=eiS?s}59e$jluI
z;zm~sN*XU#cJ9J@D~auY*JyYiSN2He2-L3sCglX0+}$?j*H$`h^vmD=ZHV3{Oc!K4
zE-i+hnS?9v;SB2#rDAW9H$O71Z=QI%o%fU6UfyXIpKX#;-|tS8;FO_ObpjIz=)=3y
zb`6dY=;SzOLvv;f^c-NqKN?sTiUd6VR|WVEJHGo8s2EA2-H9CWz{Wgts{0V~WO95r
zZp#s-+-1Yc6usGwRRb(72K(-LabDh9wg&MzztypzTLq6#igU|956#b7Bxd1ykBI27
z{h6opQq?TU3I9P-36aAZs%)u6`C7}N?lY$PQv)*B^V(|W2ICH($C=AwCgrim`E*tB
zWRT~g>IGtqVR<|vGxvMd)gnaZI=lS_k;Jzay=%v2la@%ztHE{yjUK<gg_ceC`QR8U
zyhoQOWi7D@8TtbJ+R79oQ>+IEIWp>nd=T{HS~dz9(({ievx(7_3S!R=2Q<TwH1WE1
zIFB`@?J_%Wmo+-e%9=9r$VG;a@-zKLYjY7@sL`rMm#c(nlU`hU3FQ30zch-}uYKO%
zkz#i&->LH>bgUgDV{SYg-Oe8*ju*U|n&UI#pB~G^g9GMpwcPqWiQI>rA5{&o)+&;E
z=932{;|Ut`e|1q;dk)0c8}H4?XjHvD-=Eh9CgcI7`)D;1g>KacO#~&`v8yd76}AC1
zQ%@96tJ#J>t9)pvZa%j=ml}!;NxsRcfEj()FTLP#ZzE%f%|<F`)03P~d1V{Vruti5
zlF}u1lGbyzEO(fYEn?F>Crh4_D35!2Kzuuha>eWuyMh*4H#9TV7ngM`(STLt-WST!
z*7(grP|j4#*pC@bSKUNU<C%^^5qD;Vnx><UuGNOflng_wPj+2B{b=?v-$=zXr^sYR
z_LFtyap%(Gj8AM#6NQ+U+N5$kC*;pb=Ks|$DwY9w>ZdwO!N}r&{Wp(Cwhb5TeH2ML
zxu%<DvaW90<B^-|GcbkeD_WGl3Z`0*-o7UiI_k^a?Z*C5yQzW^A|^zlTW~Uqw=6Iz
zec-lDkF9V?F0g@{z{O<ViqPT266A12_O#nSCt<0Z?3ku4ZHyV!oNW<f1Qmu7TCi|!
zZW9-Dj7Jhtef+7(pWQG_7MYYO=Jy6;{UMPmcYOCzM|b{Wpy*nn(l#ee=r{N9KKYWK
z&vGkM(_7psvgM4skY(WlTz_8Cas-`E3P;eOwa41`7sbZe;=YvXZ8SixKLJ0EGK#YZ
z@>jj{|M$xB+gDQ#2%EvIv=aFX6O`V#g5k>}O6d&BXxos<w(AyybcJWrG#u&q;Y??_
zOY~FjnNH%gdM-j2l<jeI2a?c?AdC<GbG!@4k#f~hLU@6fEt_eSYtSCq0n7`itrq0<
z)E24CtiTawaOIBa?hh%?2GXK|OAJRUsX&XsOT2b)d(03nB1ovI4bzoBxzY(bYe?wE
z;Qh4*-J@gj9AwHQ5t|<f;#D}LWy1cvoLcHVBmm4rn@5l2e%Quu{9P7P!|JG|XU#O4
z1kw$fyM+JK5RXLmpT!);!w3J~>i66W$^v1-H<CBO>lEQuprh)?h$dAbKeMT+VzHwC
zMo(QGjMEK2uHvKM{n6)le!S5@1)-r^vNV>)S95eqcAuP%RmGc>FsY{s#AY(d_n8S<
z(|#p|IRRy>rBxOX*QxvpHp~`vrPt^w|EI9G42W`F+rO6zDu_yV$k5%=pfL0R5<_=`
zbT>+OcS^%h(kUp?DcvC5-TmI6Yj4-y`+5Ig=L5_&_Z9bb9Ov;nYd@AQD^s(EPjko@
zYCRjF#7YcQ07ZPjT~0)0zu`8ml|@Wq5bKAIMTlEyoA-nUk+T$0HWNtt5GoBpk6$EL
zdLvLDV@Ys52vJF;>Y;O&V9)J2)&|N*_HCTu6uL?7O7P(x87BPe?)n=;b1$wkihf7u
z_xbp4W}q3%FI#VTDSf0Tlle^7d>z&r!E(;~{wy*%BXobX#9&VK`td#}#w{jHr%p9)
zAUeSXXS#_L*9~kb^udssKL}12Q@NH7C#iN6;p2yjavce^Aw<&Q=fze}>_>Y7Ip|-Y
zsdi$t?8=anMbU_g#dVa-m_M09jK}}H(78<WGI?aa-RN`3DP?Z+XU_%_1hE$u+0eC1
z)(hO@9dUukD7XgKr%kNtq05o2a=3zQnHDMM20?dMKU5@*G=HK$W$$mVK*2<R3RaAc
z>3r_Yd|)+!4HDjQR?B(<UlO&6JZOwWz;NX`L|P*t5#})TV{sfY&2)ZdykP8NAuOgP
zWI7A3Vx(Zp5uPL#Sq;G|=Uk1w3migoX58vW6kma?>nt@8Xb_+hFzjCyNS2z9aRNu>
zy*4dPsB2Hj=I&A!?A$y)sMjqLs_$#C33;MugSvA55QB<_E-o}$dm3*LBT_T#sv#z!
zl;ui8Ta`S$%=V|vNK!lpWYDiiZb-q!9;6xDQTa~DuDzhc1)e2&s#XD|4hy+urF>K6
zP*!k#QvTVmjp(je{Lk`nE#&{G9>;bJX_NNtKov+qw&q4r_T{jLJfWOMXG6^-474(8
z3X~o{y?z|1kSL#!_xZ*q%dtmcvbWw9UU4!i_Uf5nqU&UqigTc8F>^q1Ery)9Qo;^2
zvtyx*K7F4>MV~99uMj=4EYm_Z&gacyj*+ZmR|uQ<8$lzv>#yc<?kWg78#t`jB@9Ao
zGCt-!^aj;pMQ<YP1d}%g+2XL6QmhvYbcU1LGrQ?<`j1I^pUafw5YGmF1CNPZXd;x{
zn`ETe|24p$v}nKUbQ6O`sy=rx_o;WUs~PuY$%70(91==<t;^?aF114Jx?ePAWx&ql
zbl-cNxP|$$J4HaU>x4BMJ;%9nC_6b^Z<mB%8WJgvr>tlVA5(gQx!}i4X-Pd!_dtah
z^Uc}ZygYI%kO1Wg;<_%(4s&dH@^7p2-{aGaC!y@4j&5Rl?0PyHD>&rdNOkh#ZFAq+
zhDZXn$U-0G=7VRp4>-ir_znEX)h8hN&e;m0D^Fsf@v2n(35Z<*!QWu$lorqfjFz?p
zG6{okDzvyNzh~@y8si%&F=%V&AA9gyF!sO3EM$(}#F2%9CHKTCB(G;;4K~?bNHYAE
ze8gxJlScj&C5DxXNYw{j+~hm{@v7&zx-6o;YHur%U6t5J56{oyS^mR?9g(Q-GT|gr
z@dnQsTh4WdHM%mjOoxp+u_gN@G2aWD5`}5^ta~iq$c!RnqioYcF5fNw>`=RQb#!Br
z$*Z^?$`hWT$FL73-65ntXdY9~0`&IMlwG#O>H>TRm-fxGn%nT2`HpIYv-G8ri&_K8
z44s^n$_~k`N+9O&SM+bAa36J^R<5qeKI6al-4#8pCEY589($LK(5U<a*7Fm2IVR~X
zX9+~O;qz^LXzA{@hTu4AZhpEKuD|W5`HHKxE0GE;vK2+>fO+bbNIXk^RGW5B|CQFX
zQYJwn;NP0H=^$GsY}$J5(ocoaBstHDC-{<UW|o07T~V;m>sx{o$f*#USdEDdNFgU2
znT%awIsvtWlWL8I2@IG-%$Rc0ON58=&!yVTbC%|v5?pgAR68mKiZWIYR4nBcU(4AG
zn<;{6Q1mRpcl81Y<R~cG?EkQL82z6vKKZ3H|N96EFnP69N05?_P4g<GOXZ9@7?B=P
zKUcJEp)7lar@vlRIUDYql=-s~Ihb%lnS58QUaUNM94ZY*4sE@GtMYRkvQKTS@dqvg
zHdP*3AXbVcJ&4vQ^(m+3!tyW~E*Y#&P(bv}^;f-&&>yc2YaL$6b?p!T0LxQJnc5Lh
zbO(vnGo09pWDa3I8HGv{t0p4}6Bx4wI0<T@BCbrERFO&qR%aBH9z=4BPH?rO80It7
z!USe9Mk67FyNCoX%pERQq_(D&1+pI*mVO8)<n`tD#<!@Vp4Hr6gYOT}Kh1hLv>`$F
zcW}RKl3%s#cWYbPmzMi;N#>7j(MP-nx@#9QaZHuz=tPLMDY+Z_v_$>Li8C6lL<Kb7
zl14!t{GI5*PV26eS??epRul2L*&fH_s1<^6@^d3T2!{z%c2sD~3KocY!U)ClqtOsq
zgVG2Ol>BNm8LdiQmf}b!(7aYy<bx4XNv;^Kv*D_#<<jpjKJ3bx;mT&;^#wpR$o>0D
z^@9*u(`Vc`;C437y7L!kym6Pw`rEP2)>beUXx65ch+HvBjLK>9aE?7+?6SgBNj?$S
z1w3EmY1d)9Z2?j!kHvi|!}D&*{?=FTHOc!A?ysm>KxBn1hv?DmUrbzdoFK`(w)cLW
zf?0mC9mHF*3fGjItdN;iHNJ1E5g1V;5C~}u0j?sco$3+~k7A=gA{b>Jw!A75yn#Yy
z2-8<FSnQXkLVhKL@~S9ag>D`>Cr8MvvL@&2kSU+4&bX_zD1Yz;O1~cqngk_XzpF&D
zb!c|7%<F2@ETnz1o|m+XRw<r)Buf`4l8MU1P1eIHv~t=KM9jo8sCEZ7Jz@6bKsXM$
zR%wJlC+K@LRx@U*qk@Wmz*Zw|w|Qz!dSaW(pqw4AENT1){~x6)til1x%PSKL#|CqX
z;~@=C4;7-BnaVNA!MGZWVoI1PfKUBbxYGTkKp=mBqFw#Z1<@e<_X+{n1V-orx!++J
zbqwkTDl1^J)Zie)<<QKIIz49Db*?sV%VPh4!xp<NDPc2q!`Sl2ZGMPSYx`HMFncKC
zU{)35<E*pKQ0Q7^othg3nQJYN>c`V*HVcWL7^YTg;}1o!XY^T{=wc4rQH6BgMtO5u
z7Mt?N+O)a*lN}sTIlX{%RN1s(1S_NFyf1tav8nVl&PP@;KClw8lU0!XWp0DBK@e#V
zSinWuT}4$uZz6`vEaI#B1)IH;sqe2F!>iZ;A|BkkYyR&%-M=^RUtYo8F)i&YnpdUQ
zrpRW=$`!PuR-nsz^O1HrKkscI;Yd#c4rgJI@Imat4TYVgQ`pp_$ReZf$>J!&5@-UM
zo)Km#ZCZ?oK8EY-9<5fxVy&jfk9KP-@O#D~J2b9u^=US=tt4NvnDQIucLplRHOm(r
z;pz)5-3;KwmXQs@6cbsgC9>jjz!fykI|-33COo(y;&N1mP#OecQ04jT4<j%%OfA7j
z$wqI&E+vl3EZtMSUo{^^zpWe$#u0i&N1!Rjg%d|aL9%>Q1=Dq)bx(Ld?KToJGPAr?
z^A+DJ8@2L?2=Txgs0#_lj|9qDmSfVS;Qn;G8O8jc)^q<}4mBVFzHBP;5xRBcHgYLJ
z(meExnBbw7SfvfU!ss^9A+|V*sU<?u(C-vq&!cOYZi|vZp)FUziaPQBqetMvS5WNY
zcG?!ln5uDfdhCdY&!UzDI>bmndWc-2#A8QLBk|M4H9WK;VeefDD$<RM4^wN@5rZQ)
z%?NOGPbqkzof<A;)JM59O)mX%y)$=9mMWOpq?gqs5f1F_1PjMPZ}RKrt`b%20c$X8
z*YA+hUc*=~ukHb5fOT?Lj)d^oIDX+Da~bjwNHg;OYqcxq=pTKKsA3o3ZdYX7^jX?{
zl}VG-wgFi=fW{g*(?c_h%UUo5!~r9*%CX&4L`KP&wIULERE{_+x6r@c#T<bw{d+&r
zd{@qX_PfB2;I2gXgh2oDVKoXg#EYaLg#AOF(6l7x0Qyb0y{l?>>+=I$f(1AhdlGK|
zp+aj=+ScD$82z4^8Khr49xLvm+FrCIw4zZ=YZsM=TS+IqSl#}ju}7z<R%w_ZLrm6;
zQ9bIEh@io+?cuKh{E9<)ioF4kZ~xa>{o76T@n?*ul!!7Pfbj5}#G6P2l1d5;1%GET
zbf%x<k{+R2CoL1W%-WGrUr=TnD-9PAo0IUcrmBpIG{egjb;fB+9rmLf{?HdZ{7#Tm
zBa;iASdGUZt3gF|W4{HpGzemlMY_c<DEh{%v?Yrx6fSm8f%=P`vj0e`{9aE5Dox3>
zG=BRh3JNEFE3nQU@Z4hKSX2j0c3uw#L6t!%iUc8al-vl*Lbwaw+Cr`!qrhv(2Xmxf
z(O1Vk+>n1>7=V+yee4ak0Ks>1A-jhUh6YBA1i|b}dVD2d^!cGnYp!Y^I;-IXC}(f6
zajc<OOc$0ud<bh>vJ&*EB}CYP87H51A%CPRRpPAev0}cFwR_^>4z9oCxh!=$mx29H
z-S){a(sqTC7n*z?Z*9&^Wa;tnhnG0>*W;<&Y@??9=&U-HK9RFgL8^6<%9Ns{5VImH
z@g^b_6bF7TO>cz0U&E(WjT`0Ot9fPqe$Z2@%P@Xj*WWz;_*dD_w<WZTsABGqcRumI
zGGh!6fbvC`-;e6<p}zX270T$2_(=OFt1l9j75V~Ern8&^bsaIF5QY&^Ekq77pg}l|
zqeO3Mv^rnYMZ}Ml#$WXLY4v-PE&2BtcE{8)^pfSQG+|J95fS9C`O2W-fr1M6wS~2y
zX5g2i5AkZx-#wMkbJkOs717YiOjOkHYG$Fee2yC(a!jVdCZlhmErEM@9mubsr1mAh
z_KTkUNFEP`kI`$3d?$xiZQE(`S^rA)BH{p;Oc;J|#M0!9tS0@dl*t6AMPsQ+MlM;6
z`#31+oeuL0tjc&t9KbVAgf=W?F%ViFLvtP8WtEnmNANdtIm~8EPF?_J#?7@0P+=Sv
z)#&)s{W4^vxXJuFM^37?@yjGNHFHUWV}V+u$+0g*>ecH1j!7kNacm0*{>pLKzAPDF
zpS#$LRV7j`H_)8|ur;rXl@CX4`kRhh(Ox#3Wkk6gFLd(qU0FhZC>ZozT+W>G#C5y9
z#(@53FlrJAMooI&$2i~?<1<frFFM40ZY`P?8On*$#=dniG}Qd8!y`Q6u?XY!b>H41
zY1?MYu#oHrQUtv&*Vp_v>myBk=V5^6IOB1P0g&=qvw{E0hC;yPb^ri4ip<jKRY#@n
zzC!REk0e;`1kYwN-%kpgzYGS`>3mW!>tb;ZWTxouGgCVkGwN6`iTK{cw%!%|Balbf
zc*p81r-`G`)su(~=k!ilT(&NzuDb2FJSsl>rdT$S;?;K}cbd#)H!UNw?XV1W07O)N
z-8MA-vzz=@_-82d@l4;hLA{wHQX5}^z{ct9Ee}eHOP>s2SE)@M<jb`|QkV@c=A!_+
z>Kd@CuFtp2cWbs?m3cCU{2z~<8B=S|9Pdj}Mv<L6z4}V}Np_GtTM8B~t1=}fD5Z^0
zjTb<?SYT_#TKuVVxxhA90xDMS0Z8I$`q^T~6#D901lmN-JfSNcu-s&1q;Aw6)1eVj
zXvhJJMoSuHGz!O<(bLO0M$TBa3AYe^NME?HhgL|jYI3%M!u4c>v6CWIWamNf^l)?b
z%sHfgAuRNVyIkreD$6d!iDh7IJjsC)Lw;`;O|Zke)1lAN8bDr=h#=K1JjvB7f59zC
z9!%r}q;;+b!ggJ@_G{bSwKrM<>MPxj*WYkJwta5ky)OwJ)AOm=t(rRyn~vcp{A4m8
zYkF)athyg!9j-DcH#jZ>w$lWnV>&>0K@HxtztL1uQ9We1zMcag^;+N$VLoGi!S9+D
zfaU<G)U{Z%=6|NLHgeNz4>8dO_S+@REPVb9Z$-@MyaK#`<Y#~)j)#{Na2L%WD13c~
zZM^vDHCaX0%?GnlF9G<P>h|jvrrH0Z+iZP)p@7Hl4u>*Q42#p$zN;sW42tXE6i73j
zZAkH_?Z)MUkjNP84(EL{qrsx&!J09vR$u8;J&SAVQ9Y4Sce{=S;HtpfTL_|Xzxg3Z
zj)^tb=$0$_R#J1>_;sdq8X<UioRZK;_x|gleQ}1OMXWjj$jsp`wr2n@rlLqqYkhD8
zTwytXKvUdMZ>A0SJ&KxBSAgT?HXnaY4`h?fHdhbLt!%bsWFqJ^YU2TwzzH^C^cOkB
zNGItKG8InkC<#MOPBtd_cZ1k-+v4Hor5W)J<o1OFHP!8gzK2~~EBbF(9?_CfkmGnx
z#7b0v;7DWZS`f^W(1p)IOe!`w+efZP(+h_AYOO}67z<-{-@t(a&P_P7yqk>0XiBXl
z3URr~wZUuN#)qw~gB!=l67lB=9A!m3@AjyN@j}tND*|1FgeP=4oo<P5s*)G;V*I(H
z!qaC#icyT`<u-*gUUi#$4<<~><KDY@05Lh_D)kRRm_@HLfG0Rvl?8;lm~?&9+(uF4
za)OIsg-SpuVY7t6buA(;4cG*Ig80tAU&kpbLc{f|Qw(CwqV%g*uSdU0!r#Au>7>J8
z3qQTu&<4Jo^3P4eZk5k3_%WNVOI`-7<&m74sVZqUCHObm4t_knxw&k|=LJB7d_Z19
zGL`3o8!Pqfa!!4;$zvDTQ0Hz=*7Gg`?gT|(3Y>CXmqg!aI`4}C8xWCO#R^u_RXP4M
zezmHL(c5zp6v-6ks!toVdmVy`w;OR-8g{M52}ohE_U+2e<+)o#lxrZ8B@uYUmi-Iu
zqlQE<dFyFGBn=MZ<=e#rxOYBSSb%kBF*ke1&28MQmQK0s)hyI(;*7FtbXf0f%`Q_m
z+=wn!;Fe|q;+Dn$$gp^m_qMqSv`%`DUerPbC=a0AwAV!zbE&txCleC<YHr)dEX#<i
zuG@LMCws?@T6jP@ORZupDq8}Be=zhkddl7CUT1vM;0nwwgISOBIB7mdAP$xgJXD}K
z^5DtVNRx*J2$$Pne5}b{ek!q6Z8MP#4}jf_yX%9&^)HA-!Ab1ws4_{~4iYvZojTR#
zQ*XgvT;4}#*ZKd5M;m$4)>7U>8jzI)tI&Zh?fNgN=||~dPAJ5^ufSGzd7`?Yv_OYO
zOtJXXSj`2+Z6CL*ow2Tq(!C{q>UruBa}7frQG}Tmadru>$vYL_QZkkRLc3x+U$cGh
zri_7+exgE(2!JeYE})uOW@nw2BzGJrN3U!3q!J(<#di;lFQ2}PkXAJfs)3eyC7rgY
zOKrWODCkmFbzGU%``LM@5LZx50z@U}V&Xiqw-<qv&F%V1d7{u}rqU2o8t%2}^vSZE
z1$hR4f1`azxcio?5w|Lza&4;r#pn^J3|3G8E1<S#tu!?n=W?`^bRifo18BGaRY}p^
z=U%*p%x+#a<tYQiuzm}dVE@MBUfuR!g)J>#q+*;OP3$PW3DtRCxR~^6Z^4WFY=t;H
zS-$?WPN$160%^~+Fo3@_F7k_#^+vgNdGvM);32jkWcKmd)Los7GeF2P5?(e|nBjTo
zDE_Qnol`k@TVyr`<h?YtJO6eQzu2c*kNn{#Ufol&NU{3uxUU%|>72Lroet-eWR(-X
z>`bzlC4_pdZLZ?;I$HKlR^r_mi3F0a1}5{(%MR1~*eF2E62%NP2~C>gtJPLa<-OC0
z86leWr_s1oyJ|TBx(D&;XH-?)j5*xI_&3^oLjX>V!Q#6)1sIl4btseJPIGzVMR^nN
z;R*%K7%=NAw7!*T&YibZGhEF{CRK+K@*XA4aa0v`{Aowh|F<3aPvnxLS<rpT5f!5N
zdd8rp*ky?BB@nZku$UXjO>s7Q@_vWg>BwTY?hHmWqo_D$IV4S}Gv~gZ<pm_2Bxp;9
z@^b-}+ucDoun-fcX~#e#`)}q_R_411CIlFhB|2MtR&KH7ybTW<9OgNvs*faPR6teD
zv{rbhct9RkdF`3*=wzGAD6PEeR(d%TSs_>stiJFaet0X}nDsnbx_^<8_Bcw3ttLE@
zib7B?Cx-EDV!?nvF2pwb$FMXtKr~~`Sn>W!Jh@*gb;Q2RIH+b$PW2M4edY2;Ln-8f
zewQD|3RVun^^jU@GpPB&isD$z^DVHdZ<q7-ryxVq<<0?s5%##sWTEZe81J$F6}Z}1
z)w~*G>2Ej(pvHKwO^fo^Yfo40ZwKREjP@O(3;+Y?+71tpzTFPtw81J;uQ%=<ZJYh#
zf<*NCCvb`-yAD18IIH7MD|<=t`gb`yMT+huUDCd8YTQF*=@cxCoT;K0abM~-+^AdL
zDCq}OL$h2ti65nxijqD`kJ#ZxzHp%+4*kg3QUyo&RPYNTDB$KefHCAT(NlI-n)I(9
z#EBWE%R(8}S!&Lr3|{rH?SVFEG(yhZw=NM2A{2EB*zxx#$Cnf}7K@@&;QffmH63;1
z=dAaA=Dqiir<#+=JYRbMUF~;|*J|Cozy#8ZzZ6M;ned!P2ECIs!@HL*AfJ3JMs6rD
zLbgElyF#9A4Q5W4dWmbF6%9E{;+)~&&puYOwn(JzIOCRzC(_Kcb?M#iJq8}jYC*;U
zZ9-y%Zih(EOF(B}+_bMO*W$4@2!kKP3|lZB(vuXwv}hPK1lfs<vYM^5SM+mi7Siad
zeB0d9<?!t9N(x^w3~dmF4ps6T>&zLJfw~=}685^e)GR+GO&Odb?nl$(z+^b#<4>cD
zO%7D>L=ZIv1G3%stj@7jQGToCzpvvqz^&kJhxt3{)Y>g#dW=B&`#v7bpd2R?PJS!^
z5i@cfNu%6_VvlKaq-LC}&2{Lj>$2<~FiTFwgh3mg>Vw&9);hunrLTR6;f+lLkTrZQ
zr3M`7v27+EOTL1ra29~RMm@%tO^<VkAxjN^Uq{9rX(^OPn2nKetAHpe<P_1Z=r2GA
zmEYR4Er~9zwdH)DZz7nF8)IDHgND|==AXsMD{%GhHQD9!Vor9AXYSG7uUYuf+7qAE
z21s;m)6T6HwaEDxs<pl+-!#>ysX&(YZ7+V&-UYz<m_&>w4!$C=WUjS-(PqkdXxIm?
zLkDn8f4y=3g{X<wYxp-3>t2#wdRQ{>H=?7{yHj+PqKIG!6Y)HJ^FS+_468>;O`HP5
zdAN}D6j$}|<J#t5GJ1YW?cU_yQjOtvl1!>lm*<`lC%1J;1GQu|yi``lIWl3nD1blt
zPSLIS$A<MpQ4iw8hC)8gUKBBfJN)VhSt<ttUFO44??RRqi~Yjyr%FD~OVmEMSuIxH
zw&CeA=6LX5`K&b(nGoQG@O0j42`VBS!tC_ug{?%aMJKXjf9#mlB`V7L7}7XVe<L`@
zts<4n&jIV>+JSN--@{aSmp49V3vfKJ@h0Rv2yKa7V}=hjLtvVQ^E+-iuyX!?ObMSc
zqbt3NS<c5x`1Ld<mgCVJ3_3xbCW=sd(E{QSnn;*fL`HCqt3_3ogNNPCs1Za+K>t-?
zd{$B%=YHWug<w2}aSOAsb`VWS*KkilT~CECml@LxU09G{U|~M<cc7U3%RJ29*(rS?
zA`s8udk!a#yzRM#Ade2JOV4!ixNcQhdyQLSpH8neM#AIDL;^$~O%?Q)E;^qDqbR(1
z&YhALR6aYg_eA2W@**Y*6S$*V#{`Nlm~mg#RMZ5ntN64Yvq_~g7+1#BW7-fwkPm(o
zv?Xw@L-Q{xEziVf3+~Y*ziO2KRH3c+QGqJue+aLU&w$$44^1D#H+{UxMX>pBT6IH5
zK(YBFE45rqBn=4%7;Hcy=v=Y^uQ{%eiC;8-Xa$u|QU@~16apxt@PLPs%Zy=fWI{vC
zd}>nGfha>McPRdyg5HQUJ*PWBeX=WvqX@XJ;rjY~$R7pe4~++wfXI1sAqYt_VT~k_
zLfuCL4UvP}L##309GlqgaD&1E=mY9w)HuXrdKt>;j3ph`2u48#Duqz_QjDxt-5gov
zX8f^8FcRuJ%>);(x(nk(rmFk5v|kLGe<&Y7YU}T0hTxJ-TiMeD8OV|r3yDE0!4&I*
zS&%G(LCpDf!;qI716^pmR@TU3#v?^==W8nU5iu!n4t)rh@UV(E`F7e_2<Z7Bm>r2A
zigO%4;VKxq5QwpaN-u$OJxuypKI$1F+w;nc&yBi_iu~y&rJnVnPJ`UxW<e8b;k4ws
zrQUr)E9H6{@wC!9B2`D{EL2sHhiL2Ql-jUj<Q*fcPo3UztM*1XAzaczTe4*%QSXw^
zV=3U=Vy(lv(6G8WaIBu!1=i47?CYj@a|(F0571U2@{C45>6g^22A2E>>wCFJl%9U&
zpC%KKWBWsgWJJ-{ApI~hL7pHR(3PBK`tc|wQebGbsB5*5krh=Sr?6;E)GTZ);ncet
z=eG70y!_*#N@Sn`joL%%*ODt-29J#sy>wzfbh-PdvPfoDz+g)z8l%P8>%L*~6$B0t
zlO(VDOl90J1(Qtt`R|pbmja4pLU6AJ1(Nx*)2zXyw9nk0!t1X2I>ATikDVaFWI~Rj
z0fZQ1fbMo)kz;HPW)^!Yb%H%Oc7+t|O*oO5qDGEjgg@an!X@~$>rS!Tf%~o4om)2q
zC0PF{XVsEwhkl;=z2{Sby&<u>@}B$iLl~2s?Q4=07$OiZ%2qpN;+n2}amEN#1v!Mv
z*%cM$guvIk)PoF)O3W*4Vzx27n9WZHnU@(x#MZ%NRvf(I+hnRbLi_P=VN3}hhVsl~
z*u2+$O?`0uF2XCUI17xQY+QVkhz}9$ZL;dk73rK*U)O|nzb(=_Vwh1borINs_|7)M
z=UsF4b$=HKCXEnC54ft($9)jzq#26fYN?!4=e+c`qC_Y){^-*Mu;cH8t-pa?uVNqE
zQSwS5e^c_%K?2_yUM#lM8@NxM(Fi9_GL{B2$`AFhu$%|eg1*$pOGk#wi_Smn<}x+5
z#n*WdhXkk4INtmsBzt6JVp44T5nBA&k1)7X;={LlT-mW*l+#-6DvP0*KCW#>G#H&P
z^wgj4=wpyanUG%kId~DVwO4r9QsqnZaza{CdMHV(3Epo!cc)ag*G!O58(yF2l7yHC
zC7t+x#!m|Sb<+OMZx>%(fa4zgVRS}5lh6FS7C$rOX>D=ma)M)ajG`qCIYPN$l&3Us
zLYm2S$su6<Oz_c$v@a_$s~Y!B)3=k3M`g5gxMTZ%z8s{)_B!u8e;WrsJkGS3jx@_u
zo|b&HjHp41q;C~Z^QFKYurzNwt|?ePvViNf2#N>MG!66DzfLSrelF&c#hdHe#Zd6E
z9*YFHikt$H3p(x*zH7NW)+uGB`r=FgIqfe}^#3Eh>goS4G9oKVx|DRQUX(yTRi!q$
zgmj2wFh;}%lcIccboT2x{E%6Q*{C$;yK)Y35=&@YM`}3%=>5}=(R?@#`E(~?VpJ4z
zMa;noik%h*P>fMDV_p;SOcPAmi-FMnYZA7M$51m$*R5ip_0QqS<38-IOc}Y9g$}N^
za<ZD&P*A_BeMUEnrY=g4y|M5Ts>LKdu0qQmp%t1u1CgNf_6Mb<iysrQA`drmW4<cl
z|2A2Fg`Q;7+%oWgABOi%q_voTIpmal(NH6zKsT65mgKFj2H7!N*PB$Ef{D}Aajw+8
z*TLM0FUQrs3^#vvqcptiO$c#=JS{)>=>BB0?*+W$Gc*+p8V+Rl_*K8UG<Lq37tuyh
z(?V^wk=oKDx?~OX+VqNinM}T1CWZuJAfi`}Ok|J=NUWSXSn|;%n}l+&=ssa77Yk_=
zPOUD~P3VhjTl<0UV6WrX2~Y4blot2bxBTV;#MA%ujP8+yzlU}=!S2C`uLK+A&1i!P
zUs@5!dBQvJ42rgT|Ae(}%Um(->N_E<KhEu{1NUjui7T?but`KEC!sH1MfdwU&JZHo
z2gvLg@0qQP_F7ug8J7-@7l+!ks?1_n;Ls?Dxg~n@-N>wrz`fwe>v2*4(AI?`%uden
z$&ArXn%=3a9qk4<wptS?6O0D*oZ`D`x>|Xe0EFuVb${BrGcu&*p!}CYjb$v41o}rM
z!2ce`Vni>xbK}7dE)yYdz7{Kj<RM|d^~4617%iI<bLXc$Ti!$I2U8|cEVycwk*uEQ
zYJQ?Tcs$+3ZD~WVI)cPfD8cE(Dom+S<RL~pYtgaUo6`?B$pt&i$#{AT-;|fSN8-i3
zkaq25=xi7YqO($JZ+Q+IS-`QP!Czj{3V5bD8-Xu9ki%7FD;9&5Pqk=U?U@oQ=EU-=
z2Imey`F}kL0D?;Se6U9--YEv(s#TBga+zeh$(pdgzB{;!+5Xw3#+q6US6gzeVj^K}
zgOvKLI=~h@sOQST$U0Bxtm>_Z5~S1w4XCYY@uE;uM0ij5&0w)S3<kGr9~lRUM9L9%
z2CTbUN=|`BSU<i*J0I6QxcMHdSJT%@tSzsQzA|Gr-P2eN12!>epkAS{AU~PxIjEJn
z>TPROxc@ssWunt4jvd0%>4@Kl#oenA0OSbw|LpRQ3j!I!`cqw5MA9c<ASVd)c@w61
z#%f%_YHT2ca-zkJ#*wd^TH_Y6d2lvTh4CQQ%xWYLe?0*rZvtkqM=SBlKI(Zkl1G|H
zkVyWPeohyXnaydLI<8dO;;$cLC@f&ynkGDa_B}q|<T>|`mx<=sEK*4{$0Vn0BifOB
zo$9dqK?&Z`I<Du6b#31wT!PQnV$iN+Vv8`1C;J-vPkv&#(@^OQ2e$`tR6#Ndc910n
ztS6Z4!U8}5`3)i}r7`!}%?QcJYmV~IGx8PaZ$9SlY#QLg{>uTv8ARym@*I|<noL!g
zr`-tDuJ=p~;_rHH93vnHC5P?5>_H%lmm!A@JV<0-fR$A@biCXONVOR;+FL#0bA8px
zyq<d{-yGDE0S@8I{wzgeVjV$;wjvzT-Wsp3xbWS0R4I4jQ{<`IVp%tq<3{K1X0o22
zEXQNR1~XH!P<a<w5e=&Ya!j6X`g+c%iwni5D2ZXF+C|`h()56j?TvpwwtH*ju53bb
z+JF|(Zv=T=4Ej-Qwzq88jOo|}u#D8h`VG2U8bYfD&!=gTMpzH0zC|-w2N>>~X{-0T
z=)ms}PqI*975?lrrDJmF4LlpFZTT5zz~ccK467mE$YzAuc13oNp_+TP(Wq~{_jYZ|
z`@ytplUXQ6*o7QOcjL{Z+Nx-TVf>}Mi?G{e`e<OlkqbA1yTuY6b>E0pFK5kLT=)0w
z68Els)2mui(0`P0S-%C~6~Bjr<3T8D`rL~<@o_I=4oH?XU*;2)dW@41ON))M?2y8;
z?rb!9v_CUUrN_@Cx)YrJ@U?UoYHh!u5!h@2Re6OXH|oOynQ%gyatIYq1}k<*SI+`u
z;JN!x0m{)ODlD-ZoJtB=65MaIPjiP1fXjwBzI`wx0QO#hR=e1*)}T><jNNFdwxr<F
zU)Yfbr$G67cI(<e7@yp}<a5h*tEBhQU_-ukRztwwr}(ePX*`e@{B2SF*}mc9eftI>
zp!pjS&<qRcuLdhBvM@0LI@z3NeR1Gl4|)Qbuz<J-DHP4_wP>#P1Jt?R$&iqc-bYVP
za9EtzB19m38y#*0BDWkiBOA}9ua1d61|r{c$e3qHK(2>HFD+`1BLH))iVpDE76ElN
z&E;mBA=U9K8CJ@00oLh70_SFSy~nL7{pp0OrMkKxz+QT9gW2bNwv1Q8?*hQt)&hCZ
z@<bopgYG=7dIl~D?1rP8Z>w(?O4|w3hW=@=*`H5Nh=fkPA8Tae1#oF>04~krYACsh
zkJICur~b?7TQ8tyUN7LEjT(-BAS{X~K%syxIpVTg1VD{i0dr2>wljEc#;$X3{?RZ<
z`Z4vOufeP62@V4CnuAPSHiUWGNqHg@K@7!S!=y@wJ+>;d6$ur28yVHDkBG$RdR)c9
z(I2eQ1jdTqDgG1^$MTufaljEuzfpSwz0%7$hQLHgWc>>|?eLWrj7Y%;8YJ2kHW6oW
zzMa^n9sYPas=@WcB4wIHpSfkB3^oxBiI%FV)&kpG;npQa*@PLgPIGcJOlfVX8l(v*
zK*zwoT;59V=^Q{=oI43>2ij6B1UymO_mTtbz3S=f+?`s0WCgUknxiSMbI>=t4#ttb
z`FWX(-UtJ5{{Vdu4d6%OyWKdoS3%kAy5a#-59rn~__Czd;{2eJzsc={pgKhp83Rba
z-2oC^vF7i)Q@x_!N#0+|k(?3^#g@Ng7HVI0bT@e*qV&4E&I0s1bj;b)uZKVk4j?+w
z5)MvcvzhE2kEIHM4_BL-9QP^GgV68Y-^idlW6bDJV~j-P+ry!kX-7a$DV~0p8=$XQ
z?7urkzzF{67%}tXcYfp*ro!kb(0T-IpvH=XOUVr2RDqAaJt^?d`<MIGKTm*;!|zUd
z=YG9Z^nP%U1dr3}L%Gm9T-gTeDUa@H;|7T10ljs|Gl1U`Z2)NZkZbV%;$-WSXc`}{
ze;#9(FJ*Jbcr1lHwT`VGT7&ExV#5y;Y86Uv>q7NKJFShCWsyKfB(%HcL$9kmtMwn1
zkY<{zzl=y@A&Hfzlu%J`6rh2YkueJ~?mmty-3y6P!H&@5Ky_e!z+EG3jN~Jp(G7-^
zt$pQo{gCg=UU{i00l%d8L4<6zknR*Fk7Q}uVzY}jD;w=h7F`d${@O6BT5y{s<=8$V
z7|dOjr+;?s$4!Mw<Vl;Pifw}Kfui(-tXW1<<Y#m<c(_234QPi{ZO|)Rq*neFVD44L
z96Fs2l`SZ!frW%}%$AXbu<wftYHip3Eyv~`l}$kC$1ZLnV+fGEgD~9$fI!`3rDOWY
zyfpiEHE|&Nuat#S9?)L$?9)C#vApiDuG-KHcey6o1q>;Du<dX}RQE*neH`bF^}21R
zQ2_CJHddOvI&>c(gSrF#v${+7fOc@zH~mBbMjO#g@KD3t4|g?Ke=X>&{kXw$y*$&r
zI_SUikY*g>Jhlt&m$v)0vs+D}`Rry85wJ^)j=GXBy6z4#IOtF?-4jU>baA2?rTEQM
z<{Ei#=eEn^+-oi-Hx0Wm`pzdKT((M|sgCd4*K_qs_=Dh?!D@5{eP7mBJ8ZY=GHnRD
z^UMunJ4C3^`mL9<M8h|44&AC+5?%|PPiHcyru#Uy^^G=w5ZR~&0y-49$uT~MX0J`#
zx*LPK%`M+1hI3pXyIMD~5`{3Ye`-^pe%MsOoOK=iT_)I-G?i_YD^!qVBNvs$_o%~q
z$ds5BgIT6l!ig-jh70?>Jw!{w-bz!3&#-1tRfXc<sHseKLE)!mlHeiX4(QzUdkS?L
z!2|<7i+-Az%hmihtW}`X%FIPC6gmNz$EtO<P=NRdz#`qQ--~$Em5t?GnHujH-CE34
zdHFk^7UzIU^KL;%ckf5xYA24zs$GWr#WJ&t)mA6E-B%I?v|D8oO*9Prm4Ew0r{&74
zb?^Io^!TRoHa5C8V1WdZbU;H7B*LCYF|Vsk%}F!fdR_R^G=I2bLcdY|WdkKig6A$)
zN_B-_>dw6&lobT;Hq<wG;r`J|<5x_ttBbChugq*J^e&(3wqkp}{kNslV4phsM?lPQ
z4b*ynr+&vr=;Ati#U2ZEi!7->fvDz^a{}$G{$%D2xdU4b`^>@TRi~)aiOgO#R`BmA
z7$sU|<#AKvAp+>451t|vpGma7?@!-_p<%5LaN5l#E9m07OVsQ4J9AgkY<A3^VbXRR
zuwZFe3Q!3J4*2W$AXsM)zgwz6YIrD9P_R~$CCs{OrHnPCAsdU=%c;o~KsS+ySI9a^
z9W3aB0LwJtGb`{Z3NJlJRjnlJL9TX+$#|zB2!|_!y72vHYz%<fF(t6skP)-Il_hDc
z(;ly5&Q4%k5b^Kc%Y4daApgROQZm6<zda#z_}FG`f~&dFE^ebW17{>uS=Ry&VS_&A
zl(#n>X)>xT*?RwH-44*|qarh3zsapV*?uFPz{p;TcNrN}XVVr1tX}K$nA6V|@9*Pb
zI8i6FMKzC!gl^ss&R#g2q~Db~zI#FFy0*L9Sl=KL)<tx?hSXigg;|p7+(kU}B4O`{
z#o|6OmKgG1i80!&$fvSPugoGIjy7;QD5c^m;&?o+I`~WU@G$Ti9hHVv?zw6+?UH&V
zwKib^bUZ}-dF+IDs))A+Eef%!r#~a(3_A$vm{5D~i%hEj4@c*-rys_pPRb<+*yKV=
zKEa&o4`gP`AiF3l1WtI%m+ji@evByT9F|u=)q7lnV@j!7iF7n!QtT?-3tfKR-&vC1
zZ=AuK%2GcJm94LT>LdhzPs6N(@q4=VttT3=#+j`!_&2Cl$I#)hXF2S*-+;n&M<>3;
zjdKr&Nt(hZU`6wuv+}J*hj}eUGKO)Ff2Y@UH&zfKqDubIe5A(!ZfB)|t1?^s^7N+u
zM?cz@qxHGClC&$&V|GPj9!nhr=>@vcaB1HWl1=}Rn6MlBn(H8bbJG<IJw-#u&>i=4
zhv@zT&Rj^@CwmQt!d5p1aHI)|dkzJXty}$|7F^nA|4b}k4}7Ee;J)k6|IvJ!3zAcc
zka{RbI<RcQG+(%ZJf;x|O?O`rf^GGhiWL<2^NAd5d{Y=N3UjsiqCqR8iXmp(n`(pW
z*%^!9yODEh!nWJ|M6nR(OZ~zRe{t6@RhlqLc~k-NF8?*Cej^<*SDQ-)r)AsXLZ(c4
zC~M7+XcvyX_oFBbO^V!ImG5SB(MrmVxixj<XS-M%a)t&ApNtM`af~K%d1-p7lTKK8
z{!<eBO{w_%E^wYuq<<#1JOZl=71Q@)WYsyq>Ce}r>2NxO6u&)Jn}{m<v2?Otlf=B4
zZa_dzw9kfOCN8l8ul7;zMb*zPEHStp$+AA=reZFNRuxLgx9jFm6j5D)iVPWm$uZBm
zE<S7$0wlFiQ?V7p6`!brW(G*NipjE>B7?1;MHc(vh9rp%E-xzKF}MmA2OOa+?0h@L
z{;f^?|NP|4Su%n+@?yB%O!*{s^2(t^mmnyDLFLn^EK_*R=E<3=k8Ya!7E40Z!`{iE
z#1jk=jNwB@<K9LgQ|UtUj(X^uxKV3e7_3fm3A8^%`n{6Ua4KzN9Ko$5*(@dwY;X#d
zF^%UDlrnU^I2iB9siR{DzN$}vO9a$tGyDw|Kli)BTZQ^?SniLf+vyS*(;5PzA}~w-
zcWb)eLL@UOIDJqyjLzx`Tb@gKIg@BVePc_6GorTI>4|0}G)Vq<fu=(|u`1z$cv+8Z
zGn#c$pi+v;I!ZzytA{QsCNDjv%m{2(*%fLF!44=)vk!q6&^vuT9oSIpru9R^M2#Lw
z0qG80>PVaxxvn89pZ>`wr8{;gWA>(}ebN@SZ4t8R*T)1$|4jQT;{Ja7=-xa3kFVT0
z9^1ZRp<mV65C`Qyz`zfx58c;m!kG^>5D!l1-=nP$9qCZ)Vxu8iPIjsaWXONleuKPX
z7y&74Bi0Sb8ek51iz>$BZtRJCqKJ}A*LGAyJj}`$DEcM9isG<b=wzCCeJm@Z#SwL-
zcMw}ckTOQj5|XQ5TVW9KE;TBxGDGZB58qwT?%ybtUz7BoefP*0Mb4I#Y8S#FVDUP*
znBa!?!#OV5<PB;r*{KyT+kzQCx=#6gm<$l&7JF*i1ud}RerDQ7`m{JE(t7miFf1h-
zZWG-mrw_$YI17)ql7cwe+kOuXxFWK~rcI_pE`!Ad5Tb^Hf~WPnJf=dv^hW+_PWc}{
z)j#{sGlMnW4UnKkME2!`O*|5>enZ8p&ny#EBixOWX<tx4x>CuUAw_&t##4D%{4P$c
z)<8oY)M_W|j0*~&FCo6j`cx`I2vuE2{K9cDp*%Uf79e6o9TQ7jhw=qkaYKqNG^c?=
zf56{fC3M_7IhGjx%z#FQ<abf={cTM4`9B`#_mqBrQTCxVyR!ii9SzAc$ywiS40hQM
z-&H%u16vb^xBR(;Di`8DnEK3%$Z1u42=t<lx>XPanRZ?cP`O*XpGZ^q69}YO%ZxwA
zMWE-Tl8c@BiM^Y>e>4<Ep3M`jy~!n+4m_s6NFV;M|Ng6x6h@UNESOcOhdmvT6)0<x
zhA*LvD*O;Okn`ByG4k_PCh<XBPVi1jQN@uxTDlNvMj54+o2ltj8A=k|5F-J~{(uzZ
z06TwB=@I^^?f+|WA;M&Gz6S`5tWa4?N|1gz@{XY#vf@-I$cqNNxU%T5&0=G@s}Aw(
zC=;Bg^9m-ks1dUCF9vi4SWP2rGs{n;bNyu`Lt=}cj_AY&kiYIV{rO$K`08sX3X8+v
zrQ82&oQp#`bZ0!&NxhghE3pR5s>*uuL*c^jbmfPT@h<JE%zQ(|Oo`z)(7U3^*pO0U
z3SJ}F0nL--zB^9RNua8e=ts8MD%h`iuQ{ViaJt_7)--O3vfQ&C+w@Q$1B3ocOh^h`
JETHB2{{c9ErF;MY
literal 0
HcmV?d00001
diff --git a/log/zPythonScripteTest/err_n_plots_multi/IterPlot__MultiFO_Rho__fwi_CGREGINNCanonic_iterate_m_allshots_5_9.png b/log/zPythonScripteTest/err_n_plots_multi/IterPlot__MultiFO_Rho__fwi_CGREGINNCanonic_iterate_m_allshots_5_9.png
new file mode 100644
index 0000000000000000000000000000000000000000..1525b0f99679b26405e97fd0fb47f0e40b4f98f9
GIT binary patch
literal 33591
zcmafb1yq&Y)~<?yg2JXjLQ=Xr6*gVcASK<Mo7kv;Y^1wEy1QHH?oR3M&V66-`_4Jv
z`Tu+G7&shbvwhck*P3%ab3V_U`hJiRefa|K#e)YAUW$u><sUqFqze4`iTDWk<R?>H
z`hy2wZ^gmy6`kXE>LKwMqt$S@qEdew_x7Vl)IVrJa*URrGzO~7V5?h7sgta+ucKPX
zncDcOS1AMns(qtdaM-@P*a@S1w(-$_4$ZPb0E6E@{bqo3s$*DFyLl$sJ+TJq>&eb3
z*vyW(tkb?}x0g=f&diY+-N@|A<PSR8teb`{`H~}dmwinN@R~MXj(CKMsK*eHiXI6y
z`SA6%GIxS)<wl;1UQW0LJD8_-U#%$B_!+SE0i{lRtx=n6tl;VGJRH!Vg;RPd^fXci
zzc`O}h>GX+VpCAsN`kzVR745+3Rh`@0~RL?@!^99X?Vz9z(1FN`BV`2EBh$|@q-7S
z6%|ms!*3hFWL6rFXESEZ_a~wKm~qGlOK*rx5yc^^mG9fb7cLJyizCIf{HQg(iJm8<
z$06B>zHn(lbA3pmoJ$$^D~OBaKcDFN1@*y$cR9b_AwGEUX7tmW#}6I^n=%)xZG^X%
zmg_5piqMCnJ~tMOCElpXsc0GU4pbc|O+rOs7ibwASw^J7)m*O&M*#mXTm9#QG3rE?
zP(^XYVJ_68AG4j;^Mqo936%)ZhOD|%k9TR4ZSfnjHHCd+<8!O<MUg@GFZ<6Y{Jpi6
zq3Vv0XlDE^2O~*HSiTw!&<dS5#8W=>(w%Ctsl>&ZCA81LhBfpFeG+k9r|C%3Oy4?C
z@Kdk^ghL@=XQ&{+p2XO2{_jT|c2M~dzd)>wBxK#snT2<FV$Y=xW<f>AWch`)Ysf3B
zTV8l75Q6Md$4U017}cA5u&UJ7dwElA=|`#UMVpR&`+M+z9wj5{|6DLYb~G!5J}i2C
z9b;29A$Wy391SxqM&Fs;F%l`u<^4sq8yG@_Hh^fKM!cM7lSNYdeJztn7gR_>a(_Gj
z>m!wE(c5`VF#<&sO-Li7*<LcmSmmj(3yqm+{L<}&9+mj(#OY85DG^d8=o{ne4mN=Y
zQlq&=rbsT&ef#}5BdeYU)LK>iK(Zkeg1r|+w5|zrqj)^ihyMS#iNCfXr<Nx!5$TJ^
zmIBtN+39!1<o}pFvM5WP!QPVvis*1Z7;(8VFSXmwyN(y7ltdWxUWTM6PNJ?Ft$gL6
zWspJY?#K^ujAIZNcvggT;-ioDW#gl6Efrw%A71^n!T}%N6Tm7l8mvc@^7FYW21@dB
za=rsU{Pkvz)A{fYkSB%g+}4l&z2RD?07ufZxwDzQ-Af*j`&tTmqs!@FF-MKYo%wtY
zUxaAc*_qkdZAH@YD37vTZ=Im5^0GJ9)EuUv3&0bQWV5ofH@BZgKEHFmU@Y41SpFS5
z3vJDD3yWTMwsP}{A_Jjjtnm|AR(17B2-nf=MSr?L^~FrF-Zuv=y>3xO1RZ4M6hX0=
zOw)=MhltZ|{kX{1s0rS^f)TseYXmlVrquDQjq_+}q-M4rF|tU{B1SrjVv?WhK@dc_
ztUhd3#%*dWY_=86ImR)?=|z<1?gI`tTmoj97V2>K?(wn&o$g42LOM5(+ppvd4abh`
zad7?7Z<38?wF0xQ7e61mca6)xoWW)d<bD$g1d(^{SEtvD#R`@+3-Prc9+UeE2r%Q}
zjGgiM{dY!{x%l@!wU4XU{tDje;Zd4V6AGKVK06fl6WG|sYJGJddS1BhGA)NIyrRFp
zX$gaG&a{O;gc$(WW8L7~^ALWu7UjFX<HW!Dsa%#{4Srl|)ljj2bF#&5HCdCY-8kp@
z^z`QXiz^Xi8T!SGeY#>NzVg#S9c0h_`k>}pfV#T69m2C?T;{aX-=6J6z*(n?yrg&V
z;7(&ijpV;kb=ednnWnmpJfoh3YX+fAOA!ojp8Sr(C=kOfOh3;}1vPN$%4LgT1_eoY
zZka8kmAX*`(*A%VhDfl+kSWuH+;6AFf}5~NW4qgx(&>ArC*UlLU%QlEQr~X+D&__D
z?qR0PMfW)f)?O02x^bW8X*UYj3YwYio_U;K386GD*CY{SoosOwYBxd#7bDJQ&b9|d
zr5lbH6`sA^oVF3}?afEI*^@-+xfN9iv$fNzH(c6edp!@Fpqf)3-(^-Ow)<5}Q;z|%
z>U~JJHZ{$mreVp?uilw<swmUX&B1uPra=$)%!Qv%HJu@8yPoC|vYWqCQfi$l4|w@f
z9SJGPV<DddezTCL4PPU4MK&pn95rLtf{e}*6{?O`q*Yk;6AN7`DH`J8Rpe>bW?LvA
zVbL}$T-v=#;%8dCAtT|v^PD%64fWN(!Ftom!cT~(2wl$8Ev6mO2IpK+8h@*|6S)m=
z8jUZNuXJw_-5zzz@?OaHAF*3Z-OfrH&U(y8++3c7D!J9^&N|&51@@{tqJ~&ZzfC&6
zP>|(vzODjU&;Sc>WM|ITd7K_eOVjbhsTVe^CKAEddzOOY@GklUX%PVAQfRCw-WP40
z(yHi9n#U6P1^nyt-Fa=tiDdNn6!DC~R39z76ZqAhdV`$Y0_tE}n?+;omU#8e&UBoI
z^9i4~ob|wu2B&$44U|IeRA&sblv&5Ev+^Uu>x%^<cgsae5?jqZBLR4$LASDKbrRU?
z4%I#{SFhb_p6kuKpA8f+I&4nl7I2b=4f;`M$i_JjR?1Re-z?9=%iXVJDw?beZ+60z
zUc-#v!RMTAc0+Bhw&%1YpC0es2sG9hFM7#=N2X$HH{PN^prOZ49^Rqx1Ml9rN`cEL
z6(kQL{u{d~hlY!CJ%cpWo+uffw2BIBkU{B%$|@c8?fB;C>oxv^{-$}3IqSaQU*!aq
znHe>Q8Lu0sQbjRA?p1ZSD=KqG<*yq$?PIs4J8BLS-xtIbt51XyRNuC0$CcbnzPQOz
zE+!95P@;B#&}*m4%NX_Pv)Uqk8LXhoAY#f}DZyP~irr){87di63S0k%YUENuLRIN<
z%!1V!Y<t#G!(03H7+N|iDFuK|-Y~ta))s1%zNqa1;DQX*$9;mx9QMX=J;QB=?jS-w
z`@`iyf^j)b&5M;7pV^!COkd;9tK9Evr$DF_NOJNuzAW=qc!i^9N(UM&O1_az;@Xi#
z;gtmk^~9WcH=kK}Xf8?nd%}PlcmNs%-rZ=H>nzXiw)V|ZkAD2?LLT+2eY-`k5GcE9
z^fYNokV+n%R>SX6a&LhK+ctZ6FVE8PMx+5~aC*;eW@cuy@dqeN<l%!i0oMm}Mk<AK
z(Y>pV+s1Qc5Ye01fF~OgUkLefpti%+JJP7H*7v%7T`P%`o^DN7K-opBifyL5BDQ?9
zGHPra#a%C~_J4kHKb<nG1Z=%@^15~}pVNAC?zY<z`7Y9lktPXP?;-77NH2g4m;&|s
zIb9CDvEz%TEqD0s3JO-kBtE_<bpb10mt0?-#36ZX7q<t0Eg2D5I-PXCICL?Ev%#(J
zQHJ%f+BcP+6MoL)aRpx3>Im^fneaIFIv~xIg=<)7?+&#Vaff%74W6p9MZwL#l^5H%
zE}-mmdlL*R>jT00eYfMgsxQGrkGOg*Suw+eqkpy>#tMUOU$-cm;c6VcZ;wC&tzZ`W
zlR^WlD0*dh$;Ps2LMLwzvrGhGuh3j4YJD*}%<07xFV#A#c|%+%raQ*7KZM(BMU!r)
zB8K&g3CF2v>t&I*^j07=xSWO*Ha2W)7kaz{$N1Y#l4tJN2Kyci8T&m#f_z3;*sd{H
zJK8PK!+ftm3;@dKa9y>rlko&4#8UpttlLxVn{?!e3Soyhj%R_JQ{RvG=6RYZbncM$
znE8jt-j;`(^80{`sCI4l-HXb_0-KKCQ-Tga=!)v?svP8ATnZ9!ASd7)i2B(6_AVoP
zGm39Nz;ATZ4)SgUqKQDERz1_$=H>AQlVJ}diK$6v!-=CPS0WA&X8fYu1i=*+dso$b
zq~>V%*T;jcW!>cUoYdF2J#f{m5U#*ZGlM{~671QId3)X{x_ZHIQu!8Z)fPe$%c!GY
zs5J_zcy{N<X$ewo)f?XmPq)>i!IE>@Y+IFfdij>CQLpI43|D)#ulFh=uc%7gulgoY
zZd3Qqq8ja0%XW%=^L`Tr3e#VqLN-OQI*)>)=x#em3f78b)9X{ug|reqfaKAZxs^yc
zd&PhtSIMoUm1w%lFQ}b=Ffpx#^c6Eay7ogXqMdI<y4p20{Y`4FsACYSw2~zOZmqX_
zR?b`azR1M3P;5{(%;56;mtBPH{!;366yvPPdC^0Gszd*#c@+3w_t7fDrt^(_-x3g3
zGUM$TL6AhJ*_S9d+Ar)i_cAN5_rASUhZ&#mKWryVwQ;9;0=~=CVX(lMVtD6U0>$&I
zxA2q3!G^NF^FHCXf%sg}FaSytJr)Z2&wtD=O8^Krt_9D;)^_oM;kVx&1l=}QkP=qk
zCuZm2d)lYzf`S)x>W&&7O9%z8Z^>H&HwIHT*DBrWgA;XcF6p%4V><#@7x4PVvI6G>
z0QUHAE5~o=)dXA@h^(+9HLhnBDE6>_M)bb5zROqksYXX5IOfkstr9(40UXW;;%oD4
zzlQa#4bv!_>B#Tey_(~$+}+#trSgKU+mnOw+skva^78s`yJLl-K{)_y<Zj}<*u){}
z(vK(7fV7Ffh4KeRzPZbrfiy=1r53<$B#(I~xLsjmF>OQ5x0gE}XPQx3$2;g#ia+8w
zth5hrb2#R%_m?oYrbK>aE41An6m;w2J@M^uahS6>Fy}hQuVN*V??fN(c1dIoHp-*W
zYU9+laO5RnpT;M#h(ke1+s!Yel6}!!pj#YioBv@g-o>yv5*r$T>zBz>PS;HHI2PGk
zM9QgJY*&C-p7*;R&LZo@#>9@L<JIY^incnl)$JlmRH4aCm4&E+orOi=d(TT5zE9f=
zJ{|?ZiTvyAHyk~8TiNaqu^WG7(=bYs*y@@im1367WlIpkJWgtf-*wi9G#4Sw$3{|f
zHqb%YFE*)`X1eUhPhNg7M$|OOx^}2N8c9BE_WD`V@5-*wXM&mpB4>m2K+07#iD>R~
zV2trUE5g50aoiV7D`xR~5$86qOE7f&who@la>eZwO_~ofN^U(Hho*by+mDFxg^>Ba
ztnuC@dmCbJbs<%mj87G{@{+pHu)ojsoBbwOQHRF2fsQ!O&&PH>O+vh9dQh2b_Tmxv
z|6e$<UxBUF-#m}<jU82xdY&P~?%Ao9UeIYwj;ArU(w!JyPWI|R)hX1WmAH0?w#KrX
z{P~7l9qy|$W!Bf^t9-3LLMAa3ChgM>30u>5zFY-O>h_M)(cq|8vh$rrsbJUD=$~wU
zvzT^zg+E{ffS?g{WxrU@r&48k!)UH*A!D*tQiki|N3O?y#4A%ZAlqB=P_MFH7%Jal
zXJacz#-A|iSx*)vVuQ2|UhxD%u>~=R({zCH4;2=r4cYtl+Gx+*(n7r?qrpbneQCJA
z&Sq7m!TPo`FgIthVSu>G;}ps1W?{qpw3LYQ<Rk$2DeO^ay-LQms=JNnJHwH833)WN
zjqV$O$TedyjVXY<;^(#cEe86;=K`XXNJ&iGI8U0q)m95b><&trmi!GHs6ehIT7AN=
z(vlE)&})dmPa+7>Lk{8kJ)C;5D7mL)x09qXo=~=zXq4oz+~S)Gc=&qiWo9B&Zx<bY
z%)1BFL>|4PMy6e^iIrQckZA@u^IGu*0od!TAF4B!Ad5N}j?flwb9wxHNmN-yh5qKp
zZvC0^9N_R78IiX)uJGGF$!{n`17k&Rg#WM_=P5wlR549tr+MbJgi^P<2{)QfdX@ET
zTVVC`O}pE|zI);IuUWgK^R;6Wbd;n91{yQ9$a1p>72APrv){hud(^F|kz8Iv+JTU8
zV9}i^gUjR4H9;B_ecWuet5&Q#%U~I2ca@LrMK6!s!VH8uH>R^r4-24d`~8z&Me|^#
zLar#F`Bj4TWmG0ePDkoRFW(v8^vn#mO;ZO_pMcD*(@55@acx(25S_;PZ76xt-GlDS
zpa#_{Ybp={q$Tat@L>?IE*gmL=7(i_pyAF7XtaO_6DYy@`pZr}qh-?USzOs$Q2qH(
zZL%N6lGU3s^OdDSse^XX>2oH_!3y3}ki*C8CCK6uHPK<q+uwtfY95#bk>~cBUz4Jk
ziBXsXA#ePj4fMZdtcYN^RgLWCZ=3epQrliyN{pPa#1FkJ4*;|3p1lXw(rw9vPnDUt
zR#AWaSh6){MUhf}W~uU70=(27M3z!B`m%=PQcp|6>kAi<-aKeHZyOJsE!JCG?o6Fl
z*IDU0@fI*ObM?+mp$pI3nJ)Dl1(5bV7y#FW?~M2UzTYY*DzoYA4Onj!Oe7FzBv-|u
ziu&+EHX@zCD!GJtxWX1j;=jy024wgH-fCseE2MU-=!3XMQVi~9k@S9A?eLd!X%Ftt
zFTDgv#vI1y_iA<@UIoQKrjiq8<3E9qjTM((D_)AMys==He<3A5A9$8ZsJpJUM<?s3
ztt=U(@;L3A441<5;$d|0x?ZdHXV6hT5{XkYWYTq{F%AH$v}`96%r;;90D*isKzsJY
zP&ld@^Hbm*spY)6iAR4iXSKC;_iKSI4mcN(l=NB3eY$@;#LmN&lPKt3<?Gj#0Tb>6
zh48f$Vo$TwDckmiwA|r3FG~3b_pBQu?Z>)9*C;r2x+3AOR35dM-yLUIra^BlqY_Y8
z=k9t|VsRxyvN>Bzp#ge&Z+4H4E?;-kHyl?274MAIP+}?cCMm@KD_BuMK}kVV91JY!
zSTr?8Ck<vb{xEMXjB{5YzNvOwyCT-^@C#O}v}r86iy7_Xvq`<HuYgL6PT=Mv86;{7
zhd0d;xVpW%T3w*}+Q~0H_T(nPV=b~;Cuub%6%0!bIi?%_#E2CN6}H7Zcpk{A>G#=d
zio%<@*spny8p|)QCAdXlFUae7x^Dv+YsF8%uu+64+Df-)KrXJIJ{cMi+AlLXp9EbJ
z6=-0H>m^{(gD1haUk?U;E$c3_?~8{dLamc8FWb(d#z2E#6wY30rbUwxIRWW2U&ZJ}
z5(y#1ey&#lLYd^$Xg`(Aq2VM$fqtV-{x;zp(q61G$~NPC<e8uEHdP1&f{Y~oWysv}
z&8g`TDPSl#_l&2T&3sZ~?Ma0wUq8>@46cf%P0g&%$6o`;MC`vyBxOlcGLs-jDSNku
zw_jTU!0tCZ+8VQn1?udh2I!W$6<uLghlc%v?+!+FvuubiqbNYeb*3-jSFE%+%+BB5
zb~eqQ-E34}-5zT^qiNiq={L=37GUOcU)2HIx93&+VSCuNDtUZ@=jZP@?6AR^Oy>Ef
z8Eh+)NG$#kkeo6}kcs1F3f_y6*Ff_1vC?sP%tE@}^$dsK?PpmtMWSODv9}`H4hF=1
z?z)xV52Hvc!6`0?B6~Qf040}29b&!x+=(QCyRA%|DcOQ)m~BVH{zFrbiYPpc&Z{*R
zL_{HPkZRT`#r=k=am+n9SdTE`6WuyH-w9G9DQ;n4olzpP-Wg?g_jhGj>8H}(L-&i_
z(Ve-5?lvpSNzi6X>%woG6fC>$Fno~60^3yJ*L9Y(z!A<^Q;{yzwP|Zh|0n}kh&-0~
z(7=SSILyva*LTC1GA@FkwsmE%Olewu<nYk2DUO<*rjRpCC;Q+Qfiq-+^x3Y1IN_av
z?vNP;7QIFor38v=#rp~m&EM0S+|e2aByVZ4f?ynL5fxHKUwxUXWjQV|3oDiP0hr$w
zjRY4aREQ|?w#6XVSbmvY-NH$~0iWP7a#Zfr)0#{#kg<rq((KD!#RxFb_&`ohhTSbL
z2%hNui%Y#r;65*h`g1i|z9PAcW!V(y0V8km(habSuR;mUb+*MNPuh=`0u9S_{MzmF
zk^I`-f+v#JK%DfE261fxWMy#Y#41(VFcHNiT51OI;fO@wS-Tbku>V{WM;i4x$x|Pk
zyItHb+(}Ms=QaEKK4+Gfb^|3ZsQ6295D6#nL%AJd6k|YSS35E#^dFdsZ4sS9R9lwR
z97_phd(?F-R2r^6xYTOx&l-i=LPTE_Fv>Q$dJzwOZvV!MSE5%+zN+8YImrjS$Pe_N
zf0*}ocQi@o6Wti*&wuvhOG$#vgkU~oa~_wd<Uw;`A`-2wl5prp>!q5(`%P8ky2r3x
zPO|H{jv^Ky3p`KHSQ!1pW&Yl~Tp=%Q4xd%T*NyZVj>V87cU_&XU9m{}+Z!k&h@alk
z`+uC`iJh0hgTMIQyCp*<(X_JmPVbXtKmq_qs<j&^TC{!+kB}fR3HA5DNZDuiTQ>SJ
zzA&C;x=}S`{aeNQf=c#mo!^-Lh>@zRRzz2eAVF6JSCT<`{T-0@JP3c*1JLd7Y=7bF
z;J*8l+}+>gV+5m^zxQGf(m}?Pi&-4PYWN}e)gY3rI`J3bK!tN#ALVhpW(OBbamoi&
zju6g<$btdC%*w|c9D$1;*W+2opUVZr?#1I>jkP@eSf@@=kqj*Oj_c<i>&X)7e(=Xo
zp5DD7S(H}~$kD21=pChz*(3|Xti2^!wdqpjk0Z8Rb7NEdZ+108cs^%wNtkFP*Bdpx
zl(J3Bp$B$s#ST(j4s2eOXfJU_Lw(j9)9+}dp{J{e-49j)e*i?9JKG5UgzrUD>?wqN
zr=a{X)vsJl%s*ZurhhHgS4y)GPVrlMT|A?FQcFovrX%$c*L&$BhG<X!C51t@jkaKi
zgb>DolUTrb#Wv&n+Tf(=XX@>;nCV-=q=Tj+BtC(9XOa~D4A@pmbGiDG_@=v6SV7#P
zqSU)$GnmXwFopi|+LeQPzXhW&2Bi0X^7ZV$_NQUq18PJ0&-1_rdl~$kf7h}6PJYo?
zqBAQ@@SxOe%nmO-B5{Om#W~+R0o7JITY40ODW5dXbVd+y$8x{)=hilBvI(Rts!f7a
z+;E!8i_vU{#4ruq=5CXhr)pT`tG4)Eud~^}(S`-jB4=Y0M$F)X?c>m-3dQ>CRA5EO
zf1vp<|7xuO6|}s1#dH@=6kv#Ys1!JvZq3U>;WCCfm(7^EsHqgK*yh?mAZdyW-Flgv
zF=*c6j3rTSkxGg7sGIIQYdmWkMpkZxJrsoF3+C6GF+>L2vFNDPAvjHmxsjwVwiP2M
znmRs;H%KW?*=Frowf;+6`(u~yPksOPwm<&<WDgYi@Gp1Ikj(zw!a%An=V#&Mqz8|(
zZNW2=JWy$0RhHs*S42)xYk<P2-7uJV>T&B1uEkzXf@n0sIkRHc1SYVN2IA03iJE~Y
zO0SM`5E&^N9IL}pjE-9BQsCf{(r<P<dmkCi$*4fd7g`HGLuceK*f^~q(R_eKJ*Yv6
zCcO`K;jkk0`w;uDVD!9?c{cI!OD|paIN9&3d~+XVHHT=1Kjo3{QC;F~IO~ftTjjX$
zU!eYe?8JCT8tF^ArSrDBBxYEt>syBf4h@r4ix|XG-A2roWb&rulLW|gmrzi<Ioyeu
zDV=fTyv!lsu~%ov=O=q%{QCUQ@$T%KG1xr?`8O&MnZ(%sWGL_0K0f`YhL#j0;<;AF
zDw+H!H<LFRubfu+vK1paP10pURglh5WYRs`Ied!op%o5#kQ%gP`x|O3o>FQ^heU6I
zd5Tx|frwhR%@a+`kaaO3)b`Z;L(Y0!hqMF(PVDnw+tFf_LAKfg_vif5R9|~-m2I4)
z!FUw?Z1bn72cN>cCT@P#zxorv5Q+ikBg2Lnbp6Bau~qXT{=Uy|9p8l~TaN|hKVUQs
z%d>`=G0Z9#gLGsiM6f^je)OZ%EqfbLB46C{h9+X&E2BhA%^bOTA}sc_Kwm9ez`xp!
zlsMGu=lkcxAt#<pQC7%mdA&fv@?a7(6WysRfYDVwv4sb3Vy;?aJu#ZADcVJG11EiN
z)%D3=UT1d~Cp6H|L5@a$9p9hxeDhKPx5HWg3e}%XSAL{KP`_}6rQdvUBxtoMnrVVW
z4vEPw<7a_+8|E@Q+ZvM>jXb{BffjSL>xBZ>ll0Q%2P<;JEyYeuVtRrYOt^6&ib=kM
z!cH`Zd5h0e7j!pqh$F=xPa&}vQ+ca3yTJ_ZmVRd|?lo@g^z1#yo!8x4SSV8be;-_(
zsOnQ@G6m(x&M3+C-kweqNOP4%C|!%5;CRcaOirDBZ6P~bm2wvv)FiN`Gz90{#RN8_
zr<;T(fI`6NlS)3N7%V@W>AfXq*Aip<rvCy}II7QDb}XGu7T2Xq^P5+;%myj()-v&+
z;~~aog?;{S_XvbU(!~7vzF5ir6Swc;)ITul?i<0&Ul?09u!W_l_#D`ipSSv4QARm<
z4<Y2f_7z%M^J~$%PDm~rK@AHm%l)yNw~yzbkEZGPlQqXdFMZX{qE3t|30+-@LtV}w
zFWn9?On~cA&(N8*x{~<e9TJ<gJ2HO3<l$@qd{O@8-R+6dN0ZPZ{0SVf{=)QOie5IG
z%zdesOp05qnopaL5qe~Kdi(UHN}I<~bZQI}v)&d^1z+Nc#9W_#MPEF(FVtuVJ=8x7
zAksF8_q^IU2*A0<6W1d6btK6X8Qdll-%jXI--u%Lm^E;mNSjg7?6m`{QAA0!~$
z!OWX#GE$Q5)xUuG&m9)`UTnO}{_7)>?}+IxIV>g8o5uy6)*p~|WysVmdseoD*zj;X
zeEquLZ&dqrle0<(28PQ;8Wt503cjGf9x5B9oY$c5J2o$<FPl+bsim`YPu$+jk&Q#y
z;K7cS5Mq-fv%=*aMPm}B-2HS<k&JsIX=#?YI5b!6@H~69&H_1HXKA!OpD1pgo^At_
zFCzG~84@<VX04@yf<iaIwYT{bx*W@e8R6GA9>uu!89lQGIKj-my6pOVC1pb`mxZ<W
zrZL-PdxM^$sle+#+CQul=9oGE-M88gRnN<|(omQ`KW4FtzldOnhvzTl<WQ@ITp2Z5
zj}s+!846q(e9)d()t*1^suM0Haye+*>Yua=BF^h5K^cE+5uF`bYC!kouG9le9t>7(
z@nfiW?R7w@D&PT<`hNZ`m@m30SK!T{s9BQBWk9v;wcV)@e4@mmolPZ4O=J0XlA))@
zjvge<^{EFpQ#Oeas_)>iGK8`@=W4ZbQ<|h*VSeJo5OZ?H!+^{0_Rc07ML<IcEJ{#4
z-^-DxP*ydYnmopAp+c8C?`qY0Q>v|c|NZKtGbgPcQ>xGR3Kc_aTxsRaW?{irqV@HN
zS;4JG#mz=@8^S4(`_Egw2J7<%mD}IDcUuEA7a!UA%KgGWEC}wuS&+C`ZiDR+Dm{Rd
z7(ywmHfsIu&{$>Bw^OP0K|_U@1fR!HRh<qzGWRZP%vM8=PA@|S*KQdU26gVOpZfUX
zPu|&DoG$|}V>8?hgHILd++AHkjavpcKL|wNxb8LF$QuB=b?z^<K-#O`i&<SA^F<fI
z4Ek!}kH>a?Y1U7X;*B(~U9udu=z;mPiAnF<C6@%hDVHA%i(aEfzmvN9(O(qGd4D?C
zei{2TqV)5Vz<+Znt4*O7N7(3t&)bP6=GfbJO0S?{r(`Jr>s)D}1L*advrkFzSX`o$
zzCFoaA-I@Fz6fo5Qpr@Nw4s7QB5&f~X&)-jzR{s#&8r~E%FU76T*%L^s~FI=q~`+Z
zKoe~q45#eh7UWun35vY_RRG{i8|HPVM1Zt3ERXd?*D_8Xp*-=!(Rl3ai{%cIFMA(X
zZ-W=`<ocEHk^m9zg|ACcQ3Dhm6oA77gOw4ujyK*(=zOlqm1X+l`SVg>*S&nDFsO@s
zTM*H~DG$+j{@j3Lu114fz?KW}t-T6$0li$Qa@AT>+>1ZIri}YHBV)8ZF~<uz)Y{1}
zvR%1sA_B;4SQZ`qJt5P3x-skti;d+EOU6p{+pTU7zCgl)uM`&2!Lu5Yb<E})_$d5|
z91g{kk{l;m78f6yEeNn7>f!=1i`iE`fY6~OEl|bzA_9=?mSOMfU6jz}_~9mAD(6##
z5fPZJH0XmqL}TcKu71i|Hlwo^NU!lK8m_x)85$3Fv4aw9ThEM6H<c7rcWWb&bJJhm
zSLY<303jR@`eeaI@k|Lf-JAOl3$Kl)CB5|8k$Kj(Ni(Hz)isrh%_n1@6w*WX7qF9{
zs{z7(Dz_VRG^RN;qdWE*lC|*GyGYwfE(g+iW^O*?ID2wdTi^;9ykVlFv9G$B@q`38
zGtq4TGs=T2>_X9o891M?w?X`yS)BkWqN1tUyazp7Hi$}8))jujOos6g1ToHjD@*z@
z#BRJNzB6bz^ea;@ZAen5+nl1K+cjrQailTSw+P~_-R`rn#QJ1j?L7wfE4$c5N<{i$
zn9yg^0~>emERJ)?^WCFy@s==zNNwFZtln9nGvr>c8jz1D9wf+*jxMrJWuleb`&F%|
zQ1h51{nbwFWt)!Bvl-{5>c|8td{{-_UdT>JFOP?M(y?QHgP)I)_Q`22k?f>L8F}~z
zKqkETzUOfP@G58U)jHej1BJ6mS7*8RK^=Otsq2r*zAG!lh6ER&Jb3WV(?TubcB9JM
z!Qmyg#<2jPnDLmef98Q6%|5)j3U3(4#OxbEXe&EoJnA5&kd9^?a;P^-x^miZ0L=l(
z;{()KK;UG!?kfbCFVSuO^*|naLS`_$La1G*Ve2WhiAm>LjO1g5c{%)J8FS2|zY@-6
zt|s83pnHe&R?`)B+Y<|w^Nw<j(E5oN7R-HPk$IFixYHGTWGQp?W-!XQUW=Kk-jY0G
zAyXd8lB@kM;4%Zru#b|WD3O&OA0<&P81B>P|BVN;1=Rc4*qpCLrNuVt&*G+P(tTl1
zUv5f*1L7(?HvHk-JI6@{>Xp@=BuRN6Wx?g;e12w=6IJD&B<kNyb?#XhRR242>`G;(
z+|H<*_*oEql!0OU_mhTSLYJUHo;~Quudztz2T?H4eL{T4={-B%lLjAQ(eD1}ND)p#
z9jvk;bsUwK1OqHuO7ll$(BRK6HD5j$k*xRzfz(>co^+!Tsb9bXRF_MFEFi5!<E0aC
z_qeu&^kev+s-{n&m}Rbh-cLBOa~lcDfLTnL|4ulusd97EZ}v|@b++tG;)O@^R9uj9
z3z0qEYqP;WV%+if`oTd-(ob{iyj&DiSHHhYT=45FTFH5{qw<&_u!`QwcY(ZwWk|wq
z)y@Q#T35l%%?1bbc<HKSa)ycJ6n@d)FqpV!{N?M_dOX(=udD$5Na5`9?a(OL{`W|+
zcY*T^b|&f|05UTTLNz~~!E-GA4aER6I9(BxP~4a&9FIYg0+4p;l3TF#pV_WQ(jS}n
z@d3m&4iY6ya5|DD>{^>;NN`+#Ii4_l8mjFYZ@>5}P_Hm&+IqMbrL5wRt8R65TUr1z
zaa7lNwNrgouzjk{vlso#^9s1BjkY)<Y8klt?|NYx56G1^Y(2g-XvVB?)^YUkAEY0D
z2|)U-CiR{2S~cFBPPy*Q8j$8cIkH^yJMUJK`@JSzQc}0DruyZqZ@rEdBycS)@R1ZU
zO#ij=sUFF<sJSj7RvY<D{8KL+NVj`Xst$jkwN^Ek%PWq?vBz6nZ1{jQF<(kEiB<uE
zYz>e<{Q!_HMAWwtT%H_x+xY8z%A6f{%pbr3ij!~y%pxEc3m$M2%)DLW<=z{cCL~UI
zjxGXSGHaKLXDl)5k8NwqhhL6AJL|t~f1As$sHhJ;%C(Z6atf-T*`2qdYrOt0ux)Nh
zz+DEvnCG=zY>`8_JktU&zV5=0@Nzy%bDV(BWu4EXDlcV`rGAYxsIL(qHId5QZp^gf
zIdw)d%j<4`A)xT8WUY+DkCMVpXB7f%a1eVxy`jZL_F8#{ko@9l6B;G5SHTvc<2fe3
zA1{2S-|wb>71(W{S`dfdejp5>@3pQ{Sy1@&@k4A|>C`JOp9$1dHZ;g#aqWbAGE|?3
z$KpZJh#>a21f{DL3X+9pg<M;~LKMN4{>@wH_Z3OVx9nwY2JJ*Hizyv+`0Yp&<OsV^
zz1C!_B4e)J6(C(d0iVn8to#tvLTm#vJ^1wiN|O6+erBS}4bU*dZaJf@K5aMOzhg6%
z{mg9j0tQ<@j`5KeFmDQzt>?13b=?}XoU5@A-J9bBq#(|nBHzqJ+pLPnM=-?RHzc&U
zVBl3j$r4cki1S(JFRWB2V;1>Mc{`xHVQ$tTQPo@odDU=d{pgBgT#(41lU`NGhD*d?
z5UX>a&Y&%H<a!2Qa^8J|&GcGlJy#{0T*`gC-wNp)QM*d1v-}ckTriI-qF`Cwad9c_
zZF)kf^x){tIa+R1P@O}x2MN-!B*bANgGNTdkIDo>qLt;uX2IA-?B@TrxHQ)FBP@Xp
zW6;3F@a9>L9N;P&PyednKp;n_f7EcFZgY^&@ew^Ut=QHgBC@{H_)VXB1-G4}TEaB_
zz!|?*dq_iG;i6<y)G{QYuaZlpU@k3ta0;$`r9XKnhj>y5@}NVpp$jiy^3}5ck;;qq
zL4l4rCVxPy1iw1*Esy7WGb}l{@3Qjba~#Z~*tmT0XUhy%H4EqGoDA~L9e#hPl~C9j
zVl5A>=HH~027Z>v(zE~M_mJjDX%TS!G%{*@n?5Q~;-teQ7jZ-lQUzr<V_8RW*ok?A
zd)kuI{RG(-dvJQ#J$V{7{f$VA@L92Z>AzTrPWw0M^wGNNnbu5rWe``O`h=*fu?BCu
zgxI3#_=phNRUZRXNfBxoxA;*f8xj>d_x47?lM}54Ha})vqZmgOyM@>FKYH8SeNw4v
z&H3)&Az0%F9v#9R`~alnpStG1slw&20B58R<IS+|ilgJ>8VX^Sigi^n`DRdF0_PEY
z9%&cBIt*>`iA<**Gyw~D$E;I&aeRVp?21Y8OKYW0eSaC}PaIYFYVP^X@)aEg+H7_n
zYs=ho$u>&GNjwQBR_TtH9E7vk)EFb=W|$`>;m1S8@^)Gy5pEl0`GE}-2tnqulr$`k
zeusQ-wO$sre$eGddg`5tpU7Gr=sADiO#IIFJy`YWJ)`<J`L{@RsAIx`@aO2mi2F}M
z2nIQ|@Z3FHu$I#(kCs4zX7U*e6Kd&bM9@zV+0L^#C&;C?B>qc^EFIf8*|;|BmQTT0
zkDwC>@G@4zr4i7Ku5=iAL>NaVxncWE&?-&fus#O*#UxBeyD8e$dp+GS;>$MjuP|qy
z_xY{p*w9GHovf0Kk&mp=uS{@s2n1Heqe*&dF(b)KiHsb!u!sY8IakB0x3SXDdxhVi
z3;m_K-$`bnNOk{3oc>1v9(Ir!#gx^Z7CNvHcS78+2jy)_Z11WpA`e$6*NKrhh1bn`
zG8|M%g;xrS1*;AN))f_{I_sXwE2~F~(QXy~^N_mQOvHzgqe_=OC8_Sq7TZ(>ZhAC#
zGgrYU<P|RL#WytLehg~a#ZlivBJiBp!Sve0?CHC+X&?t$fJ1s=*G$Z2G<o7Vb;TDT
z$oW-5qMewy#b8!w1}d~X8&TU&PgI(W=Uol?yG#0B`T3tDx8N#bEyrKgJaWiNbC2}<
zoZqa%{w^#rr6IV(Cf5kwrr|tS2NDU_jtwmXv_yiO5a&f_SQ2Wb{1=h4bV4RkJ4XL@
zQPWN-3Bgj-aUXDGKH3bfd}X2FdyBd67$mQybOQ*BxU+M96^#tp>!n5+Zdj(1o%Xq5
zP3-!JH_=)#;0frTz==Zxx(U;{#=9Vcvzj~tWIYqTv30dM1Z5a*v0?E@)rGrH9#?=$
z`LdJc<qAdF|G^`LqJkV<{}F@kcsW*tWH}^sYN{-h<zqIXw9WK*>ZHlJ4i(e_f$(f*
z^I>z)XaIMH9O0s*KoiB!bo@83nB>SVG?lvS3=O*3u5>xm@W_$X+kGx@!{XPGi;<~4
z5l2`<56Q$&Nc9$k-L{dY^Jo`w+&cU}w)PQ^Q?CRhrcWrDy7+Zo`^QYkDMFm8$=ZXr
zqwXC!^v;p*$@qV9On0pLUvF{G$z%6`BEK*qB+HPRqMdfwQQ3WDwg@6+Ug!SS5*_C%
zr30TIn)0E;4K|^?{b<5*pbT@@xyqe(kEvH?EBp>tGNbUCqxIs5$i{*g3K=V~iR((c
z@XGxx`${CWYGmldS{#^kg(n-c)lMIX`!&YTTDDxQWIIy$2=~_$gCq4M`u38++V1ci
z6+H3SS0>fFm=BB1`&V65<`jtv9JFA^gCae?kluFuAfWdU;Q8+wX+JNg*cCqm{TC^#
z8w2iB7ZDdReX;zQf<?2m6(eiK;NqJQ=O<h{LEo6Q$nV6h+Gaa!=H62h4P;wm7#<OJ
zrM7+XJaUj##wiwYF52AV0!+y@46aQuU4fWnWWU341k5)7TL92bmZy^NJqS#zx1ApA
z8e9VoQyvaCW+8>TOC$*>x5&~FlX3YoPbTByWuWJGNEc;%Kbn~8iBeR~ebN)NPg2$5
z7Vqtqqo>H5DKRYLi0Q{4bLQM0_)d5|H;US4*2n3G@tu&j9P9;Sbe3482Xu}9fR9hb
z%6~Jxf2c|_oxq~$Fk<55gVd=-WApTpLix?qkos&%)^B_yEM#V;-LJIBx?A-y*>W~w
zF}6)UIEqk&g?}kGlPA6iN&GI7C1cf45LkjZ<nJOJKpkqr;0b@j!q51<WviP~?nqBk
zxrQcAjx<M8p1W<koV-@u+f(x#??A`krFP1kY*l@{4069i8r1*6WXubweA5iH+cVrx
zeY?%L;k$bW*d1TLL9V&#cRM=9zl|&H_7VW@2VIZu%nqRO0Qmdk_<v*@4OGAYks<Wx
zE*q@u-)Ti-54jc<nM~64I`#7fJzK(ghdh||O8mn%c}gi29hs@r<?;5!8j0l!^LGpT
z+8DvKmLFujyKHfr(3JIAl~^2WNG$xf4#E@Z_vD7sgEI|IM;y`|qpC$+@NBF;*+&-j
z(1tiYl~z&l<HXvVsGy7dAam1IY2q6IbMegGBWqJHQj4YG!I?LVu@C*F)N=jRc7-@1
z=i`zx1SFu_Ez@r6t;r~tc<#_Upov7`k6Z2ibxIV@G`~{wlMA@Tkw>G(|5t~j5K3%U
z!f7gQgNaoC=zHKQ-%h+1qdDA@6D_);8~lO^LQ~lpX*|M8@r;%$fyPt^@5Rx>6TMpU
zF-A+a7s$+%XlvZE8f&^EO=3EJa!9Fz8d(JniK@R|TAGQb;8sv4g*1-YrNC0DwKb@I
zhSU%metc_qMJIh}tk9((U}+8dgh7F$JV4dWDcDBh<uHlWkd`80;zjpZ1MlUh0gZu2
zsiFj+m_z7W-N1pPL&tK}9M;idu#00gt|63yrKa0|h8++AW~4pUCI8>C-OtmQ9BS=<
zXT-6{A;Ij=y)%FEx&f*PDl?%bvwU)<d~ZLm-xemFIwt~?cP6VX%cdCHCQle$Fi5&j
zHtgG2)W8U5E$Wwf%+jkaSSoR)n$Ce&=X<6Kg&YxskfGjs{q`|Brgbg{5lfqi4RQZ^
z)|PF>-z0e}%<l_uV<xI4Xgg^h2@6aqLSNzy2VK4EN)8aO6H1tb9mG@juk7?pNX2&7
zhABGRN(zRFgxfng6ieI9X_EeBlYca+JK1~ZAF_8!oZ!>HgHC6(oz)B9*sX56e%6*)
zJ810dHYknB%p>oozP1#jS$Qg>Y2sAjG>^=t*>MG!HN%()(p!QCSe<p1#zsEWNR(2`
ze<vhukD?vWKf-y=4;_4V+sSa&M_GY9{G3f)ryQJQFrI|SSfv%Vmk{LmbQIeCF`gO#
z_U@>nyl%noF)*&CI`xH#A&C)%#%R_QaJYiOHFLM68f!`lyv1$>(1{*sKKb(=#dO0o
ztv~et0aAY=$U(@1$fW0@Qi|QUw&N^$sIrEjVum4xfSAkkj*{*cX6D{J47KGLlY~}s
zE-5-)6Ggf<)>i%uSnn3jP-U0j0A<&Hs{BEw{`03iX}8CmJwi15ELo^LXk7$!Xci&n
z)JLz7<3rR{d~~!0vrY87`G#M7jn6qjy)uoI==4(zb5fZ^lzf*@u9xfR$((Nes3<R<
zw^WKCmFt9S!8)5TiE$%@G`P)J`ChQ@yjKM8-soQn*r&iE<bP7}`-D2z7-&a1$xg7A
zXgn!jNIGYjcv0H#VSOA51&yf+vC*w8x{%(1ZT?{@airqFX#<heoKf>Iak&-vlCzg?
zBxgyRPm%1=*?#*vSNrkLkSx=eoX|c#b<r{0CK-muu~L0){=+LaACSsphJx|rjtWdz
zQz&>uqO3}XEEk2NrOJ+L#gRFcwKA_&tP<r(srME8xw3yc(RzlcOZ_Pibb%fV=s%Lw
zdy)7baC|5ExV`ie;ftV`ret}IxhSO)ubFWf#`Rj5CHlA<{bNa8w^Ax@2HwdMQ5Ll%
zfej;Twu>}YxI8^MqxpN%J`AmpMYQi=4|0bz^6uK3b<If#6AfLrEzs=`j=^K`qGhBY
zCl*LsJ<4KfH88_rK5P3TGO#WYC7DiM5Oh3+xqU8%J@6vYfFpBtHiDu#++tO7f*A9x
zp6qvs1w^pFb6eeDzGHu>dDpcDSz%=WCh=Fr;0j1Ycct0CXC?12`%N{_@W32QT;iW-
zDrHBUnbBJ<BIFEyUMvKQPlDhc=1g}?r077H8hh~=G$v`)sUL-N>Bu@a;+}}MB{;Cr
z;DoMkR!}+48!KY@&Z^}6=9_HS!?A=?%ntTA8uNeB#m&|ZYhqfGo+J|)hP@AWxUQ;V
zVv6mU?aJ?i!NfvpjBR~uhlb^DsOeg~RKJ;6Q_~R#g!qI*#3>FhODJX4Ja1vlyxj%#
z3{0hS{w9|!`{nn2AE8KESq%SG5+R-Zmj(u8Qtx!$AZHXm4--)$C1e32(k7K>VplYa
zGJPi!UnZ%rg%rhR_a61-2Xze;c~Vnmfg@5R+8~D*rVG1`4BaMcdbADOXp6&^I^DRz
zv?fEkK{Ct0A7~8>{I;Wq$~cbm{Yo0#6$3Oi@-AKUZZ>8e)1!5WJcROJ>2=D<<k=+X
zq+_*mz8kL8E6$~|UTU%AiFPh2)C44DYyj5~Drmlk6W%gr!9(P#d;3)-Do<;+$l|K+
z3&Q0#2c$=(k5d;Q7k4n#N)4B0s*kV%jlgj>1Lzq2f^g-J%Xhq<N&$>sl#mj{`@)P*
zVgrKU7CQSRg&W_u=e0m2B|tls`hd`Hlwlf)!^%)I7X)!Vo7`)XFp-*A6~a+11NG|_
z9MQ{VJW@fBTM@Q#G*?xHj$7DbI|fOUJTO?CrS={_fN>9W$kr12+h}YC_p7Mas`~<s
z@!SPVgD9oRq}(-~I#ckCz}mt1Z_^ovO}rU<9_`sAhJ$cd#q>&V4xzcTiBcvTvA5DZ
ziP%&;dv&~(=dAU-9-S`*ZjSm4ZI0}>3*A;=R_;e$In=jL7q%z+Zx(hNjY?xtA;5cc
zXnC9_x+3dz?<L(dX?i$MiGn2Q4i&G2`$Ec5K_Nb0P!W<%o@+lu(D`Yh`)1qu39?r!
zOo$sYg$)TQIU4Jhtw_kg)>gCc4M3^=pF$S=_Bc+Kw|L;F4qcXWeKWV8nx5bF)XwSl
z)C$bH@|npfp5MLcJOt>nmlViy-K)n0I(d_`v(r7`bB&Ehiwn)q$}p>eKIGC}w<c{+
zF3?J+84>|}2dWYx`Q2>t$x}gOuQqZwU{en(eZLefVKSm(g>8Q+swTgRD4eTE*4cWl
z&HFpn?6#TS)NQVtR<&sTnLu6lQJwnjmiln!p1SJXK+#GM{9GKE!Gx^2A2c0JHaOF$
z6u=kQ&I(kEcYk=ER^N;vIbu$_w8d1ia#TWZ>hyqF8fOKNnMw%UG!rpjqx#loe5O>l
zwZ`)m-ng>l0sFxvz#srEW41gu!(-9a9v*rCK@XUlhQlOP1u8G0%X$k#f4mI%Z01UF
zy6I}yHKV%Pp~*{b&136vwG%LM*l;^l3Nv14N|%hxqo%D}YcPt7Q-3Ri1Nn8)enEdI
z1#GtEdFnD{Rc^;5xXgOtN;1-oM5O~2@<oY*`Ag>D#RrLV*4R&ax>_O5$^mouAhK$~
zm&>-;9|#R3er4+AUc6n|^&@|U)Ynq@>6COlx+4nw6ML0Sz1JiZjX#x^@dcY9tm;>t
z^l)Jf<3d7Dlevqf9AQ_OBj?wB`o|PYx+J1nvdCc?3YILSgs%=n-(zZ!#-6wwegoC2
zL>Dli$u_0M^AjtMp$;~2@ROvF2F(=aI1!!BbQhO^?MFhc_?g#MQ24XVET;xbjW9uU
zs{4eX1m|nT-ez_Z61>X(-7D#-BVdRVdXVk}h*;v_qcsMK6!bv2o2#C}mGCR`!V6*H
zIRXLb<0~t96mG!BN&IH+^ui3N1t}<CB0)gaQm+N}-dg~e8<YXl(M>vRai9YOhLyP#
z<S9)Zij_6Qt0bh;-x>GsZt8)y8^E&eP7MCH?gb3)$R1gZoURPoF}YtJze&l+7%Rb8
zu&cix=L_}6TqQrQ;@s@G;nrFJCg#XfLP(#UY${1FuN)<bgw?w|Kl(yKO+y3ADzc3i
zW^Sdy{v#{@56#NDLG7v^=X=@JyuU!Yzue1T9HD0z;@*a_iZZ07k0V|MDF@iCLVDF-
z7*bWBjLdR0oD+lI{w$e1cpl$4LiEe~N`y%av9%5)pw8&KjT?(jXTb0Fr21!;IFkYU
zuHgAl^<%zqsFxynCPt*XHCRG5%q^p7&Lm5LEU~=BTU&>NYCfG-fYfdj&yvBngI{h`
z!EmyC^n-)m(%4o(<GjNxApi0ml?lOk4`=%6pY;!m`%KY`!`*+PdEgwJ6J66ssd}RU
zDL=iSP;;aoL$w_+O#sZ{S=Aim9`=6s^1N%H5TkcoER`J@Wz)E<R|6&qn!lYUoy6@S
zug}+(s$=}=v=uCIgWMR**V+LKgKAN(Pv9D?`quf5Y=zA}%LOt&hYl1@J_t|U2;7fX
z(fdY|n)}=-MDW9Ti|H{|$L)RXS;zPPQi#R^SB)zz=EcGFuH%%#A4?7}b?l4ZR^K7Q
z&n+uA>(2Dj3JbF-t066?>q}j(7ie<Q(n`_}<RCyv%J-DEm>mKGg3XE2cUBQCeNlCg
zNSk(|kf%1@Ff5eyvtw&6qdaD3nr8{@XDKE@6suwwBMO;%hnj^RR7N0BSA)m^&8Q1=
zdG~FL5BFnYjZ6m`Ob@0U4~GH=K}Gx-v#8OnwegxkI?csq8HT4;$CS)ZqY}X!J$;w&
zBdm;v0EZU_tq?|F7tG*FB1)HTc25ajCfZeJlJe+c24WOCLc!4vX3;sPfZ1IgICyj!
z+WFw~?nWlXt1GRPy<NipyDR(Z;M}IRvhpUKXaqF)<BL0zsNQ}s6bNvxYqOY3Z2_ix
zXl67drnrMzT|Sz^F5Q6v_uZZkZf}pb1TGKiC(U=GQ{Td`BMUpXJzMcFyxo0``%;nW
z9HEZm;~Wi*Wr46)@ik|e!hz9Xu-$48l9oQSR(Q<P#bd*igxh*k^+Nl8bp6u{t0jls
zOxQo<oen_WiRi@9>gU^NK_F<?QX02jk|m5}@dn1cIBt%K`;RF0DpleX*2UivZgZaI
z)V$=Fz5cvM@(lC)UE6jI$z&Y#uxJhVZxp8O_KNWY<p1}EZT{hk-XpeVpO;nJp$fk1
z!0b%jdTr?{gK7!nDA1g}(Q<aRT9%e~Z>zH5WbE+!_a0&F#0h2niK2&5n%rTqL_jh2
zYq*L7v~H`pI=;BxLiNh*dXoF+4GlYDRtwP`79KSmbXU&ZW~GqW4OX&c|A5`iXXV@K
z{PfgIBrVejSp*MbDLi`fFphMD&jUM>esf7rz|O1gU?@c}Y%Y=qdmnQGDYI=PZ;CwK
zldI{o{Ti2`FH?PNUWMH%qPqs3>Brf+<_H3r0@8#hpcR(G6V3&Pi0Nb~ww+gtX7UAo
zGGi6j`j38xnIdM!z0noSQ<-rG6rSrBNy1vryGCqENdZVfyfwcAdDhrD%oGy<QNN&m
zRp1q$K5w?DUSI0bZuE(>U8&(VCB1wPpbXXOjm<cIKdw6!H6nEB;3Sc5Z@ZIc9xSc^
zT8hjcErlN#408bH>SxDBYMp`rq?Y0_Uo^?Ym+wIOb$-}mGW;s;{4DbpkX%w6%s4Kn
zY%hV&P~y&)72vTP9tTFk-(E&LPIwK=aEYm>eLmTwY5e5J>(}r0ooIZO$laSPK=}1Z
zNOzR*N9O%dc6avI9lZzAT1t^F{9YNnH-*R25ij~t1r>;P81p}IGlaB+51OYP8y$X$
z8&rFr1`7Bp_mZvZDNp=!Q&ybCL)5bu6{Ud`lV1;f{W^t}OF=dTaqI`=N)jUzrZ$uA
z>Ghs;3ps-?F8n3Lb~RTjBHu!zc&>kk)J2xCz{^)~)w4_k`s;hRmk|qek4PUA_5MvH
z-gOBDf2y(M4=X_U&)NkC>~#=EJia0iMVDvz5k_1z31w=g(#|qga%d)bnIU33RHv!=
z{y5r{UfEG8DJ{N8I&`ANaId;yGDP=T|1zUdc)zh$QqfDA4spFzJ)@b70)h<8YuJaX
zcR%eSNNkZn28#3%V$=p<7q*u3V`<#%GgpGFQg5G7BYd%1<Yx1lv=~HW5wn}2D1KVl
zYKM`Hv{eS?exKyhDsJLmw`X9UJ~xKnXh8n3z0dU2+ksNMAb8Mh#?3g}-|FGTfD}+%
zuCsO>l~~o>_rCwDv)+%ZY2rVbfX4`<#@G5C6*2Ea6wA4CS}69Kov8P+ztZRwN7@MA
zii@6Lg?>*>P`?O`r~b7$8N?wq(K?xiksS^-d1Tm}KUh?aH<@&)<YF3U$`)&Rb+GZu
zb5O|7uU(a2e*?5qbA5&dkS$1qz-^=yyJ!ZCs%->uTu<n*JkMejK!2t4ipssGqI$3B
z7-F=MN)Uw2R8z9Sh)*Q2Ya_yyJBTk++KcLI1X;r_U#{Y0v7+G*3&e2y-t7~UWRQoo
zXa-Y%FYIu@kv+oZ@=N^x^!1iuRqgBdw_A}Cq>&Wq?vPgL?p}m+gLH!d(jeU+4U6su
z=~|2KRJyzKnIQY@?fISm^Oj35m~(#f9%Fp&VM`Kekz*G9uslWUQXU0(dDqzJJz?FT
z89>6glOqsd(R8o=?G(QM!M|_apWg}LyusCyk)%Fa$g<s<uN=^3Ax{;tSb<Od9`7{X
zgUI?rB@DMzVbDZAq_;L7JDF=(_t?mJMQW#Cysbga2eYTlM>m&Q*a|+AAdfBCBzb+t
zU_mdPF{eXvcxAR##U~P%xR7->iE1I*{jG(If)uU|eaYi#cJv+v7x&K+%&mG8VpM}A
z^;kFtY5N(N*wQb?*_{xhI${q(GES(1&6H+n55Se`F$QXm4w+&;^gC`NI&|wWbi`Ul
z`o58CF`hBQmO>Io!76D+_t)6ZpUR~Ee&Pof50DH4PPI50x&bLIZ%sG{EQZwjd_iO@
z^3pPr$!rUHhmeD#@uL+<B~o(hZJN1a&o6Bv7gRcgb4b*~?`0(MLYaqm5rX+YQ<}4%
zI>hCv<fD3EtNV*7LNXOX><chFRe94*wew%C3dh#I3m^>gu1@u)N)xv$VCeRnBQd};
zFh-*7BBuaR6P-t-rvwf;P%aV&lYc7Ssv_`}oO53Ek<H+J_B>Cx>og<4w|h9z#9LmT
z^i=D6?-j&4iu?Fmjn#32QaP^2CPbC_zW&PO>_PHJ4FcwiACu?53q;L#8HMgMCZ&km
z=c!kKU)e_4C+dUyftlI42p(44TIH|KVk{Ml&F<(e%L2w5jbAn>9OH`%%+aPQU=ean
zYa<CcTz`IUZ!<P;krDJXIR=a<YFT#lfka)O#2I*65^h}=rIn7Ou2NjOl8TiJ#N<Jx
zvN91k_SSuyC9G`mUV^}k2-RL@HYq331>tJs47SK#cwZ(XkJZ)K1lWRlN`nnLqS8H5
zDVRwWaQ?b8*16fodSzFNx_8jYQ>0UcNy#sva@fD0HI_7p=-*|d=2s*^M0c9!-=<Qg
zJ-px)q%d-C?jZ>!tY2rgZi;%+rutn`_GI=S1;#SFk#cK8Pjd5(Z&TRbjsWY|IZcM1
zjEF&)a>TIf!nmOJSr#nThYg4rGPN%0yBPGb_vm@@1~%$3oE3QbQVxW=hhn&j^g~wz
z$iJSMg@435PP8>%774<&hSHv`$!s}NA4+akZt4>{<Wa1f;sk}>K<cdL&^p6CyYg|}
z#|c0cKaPi+r3e#N;jqWQQ(kdld`cMCwArxKar%N@34y37J5oY_>M;!>JLoUrKTKLX
z@BRD3CxENEFT&$+_O?C54n$s{;VC8uxH#t`myE&$4aHG2CPESs9g^x}XRLrq57-sc
z%iQs@_*T{W>@{Oc&}Y}9Wm<Rw5Z|koC*22U=qtlUklZ{wmc=(uwtsTb3*zYcL*n!}
zrq?Vfve^W>=GZRK#yZ<LEGy<vr{ZGa!vtfAM@d+&8JlR9v5e))*T3Oa4Q*p(*88zT
z+!ws{dPUzDV|(CP^G;fik{`tOh7=enMSnF5u^iYkDV!vOpsA=Rsu=XEM14)BC$lEL
zkoBXhGx7)q+zR(!@ZOc%Oh!zywex=#rN5;`d6*_n_t=>a$B`q7HQ)$!AJUO`1w6v-
z0WCC(6?<4pC>$gUQ`z}cX(e3>F(z9J)tEh%kx(;qCD%`0pP9Jg`mP{r`m2Is-ARxP
zkzQZ3z$&`x&RAx}Ecpbyw4_oo_(N7`W32aw4vh?*_}pkz_4w;oEDNxW4mkKLwCc1N
z3sd~b7A5Y3EucZFonyMNnsE#P2@Km^h%wDy+UYKNUsvZT=9r`l9Tc0QJ#7`(dUp$T
zMQHW)jCI}bxMdlLzw5aB=)dS9#Ax@{{s{0y`1utlL<}0lh2!v*dlP(wibz=cL8^@N
zB1&vuj@m9=RSt#IDVN>ycsMTNn@;7p_Xp0#j9D4Adk+-kY`}`1WiF349P-`-3fZ-d
z1e>rujmPw8W=v)3J{-xy<D2O6CCj#Fi`d9AicB8-R(^n6LD{<%r0}dYsTQ(hLN}Pi
zJWPf#+{hWph)z@iqsn#uZd-o{1rn~ngB2XoI%5qT!pX|8%m48>k>#gLrRv}p`f|;P
zJ-K)rZsm5J%mBHU%yUEnR8#KvB{y^=l9sbScHX-m{IT)gEmQ)?-U3yN2$_k@<oSIl
z`B6nJIjH_bqYMjbntL^@s=d)lqf`kFrPJpehXNH*iZNpQV8}!_YAuB?g0#mn54))o
z`O4RBtRQr{)G56cWd(McWdkk;aTzKHAII@tuw;fa#JS0jOqnslpIcyBleiXclPQj-
zQ2<Mor_3P{QJaj>pu=Fq)Lh0QSKUz%UOK&*3=>kzZXxcInQ=U(?&5C==Ie>h3hmgG
zeD4T4B3)$UiC$jOnk!+Y)2~4p&6&7HjdQy;5qh#IhISVNxZgql?Y;QyzZAy5hWf`M
z1uSDJNa~L7Y2Ogl5=L{3k%x`Q!=~rsy2z8YDyJudJIma81x*~>u)GQiF*#C)HbSX!
zGI4Y5A*}JJrTS}>O?foU;idw?5?cP-l*&Z`B2--v*33wmTJsfU+zi^j3eHPxjP&@S
zoC`rqFyo?JWeBfyR$INNQs<C|l5oH#udcJXkUfqan9xz{QX<W~!(NPh>mvNI9f)k7
z<K#u$tm-I-ow@XoW=4yCob@mk++<1YXN@_Uh>r;+%SrOH*ECil;9lK6t7K2tz;zW|
zf=TQD$HU*9C;pzgVTqoRE>2G_GnolWKGi3Zv-f>Q^zb&PKERcgiU%nueh<0kib+sa
zRuZE}lANb8Dr1)%ab=HF9VL%9sH*q-Fp8e5E?whpX~RY*yJPV-F7(^>5--1Taz(X|
znznRce3>_rMAnf~XjtApj^g->A>ud;Wyjd>YX_2tUmz?pJZ(uiENzDHSQ%%Z42AmC
z;u@nQx!ji+9b&H});KeWV!x$}r?XUEdXAtrH$2gQJBP?3HAx)&h*h9C>t!p!zNJ|{
z`DAw#O)-p+_wxz~EZI5v!lT4a%WbfQ?)&a~tl-xo$i#)}`jkNepY9|Zd#!tA0D<B!
zG~KFyJBHAa0BYaE57GnS7v%>0EFySW>Cs}Ii0d%y=g$mQ-{g!2ge70s_F#;AOtxVK
z$%quZrqw9y&g}O7(CjsAI^!Q}CaK|KS~;}O(aHvi^j0Tr$9&vZPa_Jcxr$xoYb5JL
zIx}!Iarl%s$=-@S?d$XkBy3~{70YJOo6;(aQ11lo`OLh4&f%V@(!3}AL4|mn>a;A`
z_H<(7*hrE_nYfUC=M5Ke?aE`BxKdCCV!sQ?W~oF6`lR_Jy*QaJ#nj+FNAIUi313Nt
zP_<Y(DDlpl{g1z|5wD{CiSGGW58k8u3Gr`z_&s2=h~5y6wPz6$=**N4j&{dc;>dKS
z^VVR`UaQXNQ&JRgxE=16sNw8!95KjHXr<Wx>kBxQ4fYE~vo^d<5^oC&d4Bs9<?=on
z!*@;I4t$FChSAEjj|B(S3^HT1nc1J1GYgMN-O4^&d(($?iYj{3dUFlE81WS+6=joh
zTtqcfc3f~@;$HF2iQIL|9Bmtyzbt_06>weB@svwpF>FBV0uUQo%#3LLAmvM3J%r-g
zI{rVpmo#^9wkCQSyR?RXWMs$lWD~qVa>`&bQ<kUweKryI1FT|y%=~`_Kb{U6aYD)w
zD_1TWPmak|@<f{{{L_F~sH1_%dzBW}j4`q_71i!Hrhx_tm96csc=>W6Gn?)2J&hPh
z%)*Qn_^i2ynd7cw*}uH_5JcD!`uyv<C!Ibe(iM-!l$Fn0Fw@n@mOetBa9RFYpxC!O
z*2hapOo-=E=bAlOBd+=q;oyxHUgFS!BPvy8ud`~hIO?Q&<rVgt5Ugvlj_8*bNknKX
z4H7Qy&KlM(?%uPndKq@Q6zQ!m(KMs77<}(5DLudQ!*|E#KhIkT0RQNpaI2AO2I@-=
zk?ll?2@Ol$MNZ`EY9xjD%yFmu^$>4ZFe_!6fsrej-8r{_$p#paZyLQ+A;CZ0UFwPV
zULB2=>jnaGVI(Q|x)Y;Ov9|9AnfnzTj&f%yytR^_4E`roMVz2Zk}!0BVi)8v+euLd
zowAH!rJ@r2PThSf4%#FLP0({)7S@7^NyOf7La$dx_Z*qic~moQrQZsffLsdE$Zd-D
z!p7sR-_CHcPia-Onh-Fg{~d$6ukJA+0N;@BkHL!ipNMA`Fl@oC%w|_<@ASKJJ)>M%
z*A=q^LJVM)KorT!p`k^Z6;fi<1`)|Lw4-c-<-FdSJ+zaR%-$yo*d@ZOnuRbJAnHk}
zR$p9dX0JZ6dJ%SqSj>^IwVy)tSGu8vq9uZ4jyj~R90o`$-tuV|Tm)A=r}A&5A+#Z(
zB3Ru={mOi2h>trJlLUMwvuFu)CbxyL0a4q;MZFBGV8x1*j&D?kiV<1Vq|ZmRuwE><
z3Z>@psi?@mU1))DMT7r$18yN(IsSq&`zbW;{CgLDSFS2nur3a6V)PPQo%b|_f07~h
z)8KFK(iNB?k2aNf!4Oe0(qN(GHYb&I1%yPQ@syEFQay!69E7mg@iF_BwaqA6CbS4)
zeg)k!NyyqS<G^Qf49t>RQc%<wm$GSJdK;<n3L_nYQ7QS#8TVfFmllo~pm4jq(IVbm
zCz4_ds4{_Ops|e$-u!1N&8^~R>UI$*x|f}G1i$B)i;#E8A7|kgjDPL^muai{Js`@a
z;lgLO$p?7hgvg8MbkCTZ`7-)z<aQ;E#s-8nzYES&_Ssj6{fdy3VaW`lju1^62(!JV
zv~0-2ayQXS|Av~7SQ~_{uK!rq3rAt)V&IAIC&Sv4bU1AKeO+Jdqt8Q{?Pz`|!NTC}
z0*mfG_xXh)+%Vb%O&eq*rO_OV8fTMrE?8)Gl(nuTOL@bY`CMTZnVt`qwEU0yeYO}`
z7``5Xf3D-NfYLo`&>el@Yl6`WMy}<hFNHVFs@zmVBO?cUDLTnb?`^cS1cAKH?M(ya
zcHKBNC6W7&zw|3Mi{^`6Rv??x(;9|`E19d-VZEwFlV@i$Ui6yP_S?160CMCB+zBqL
z>l%PpOtv{P=rnz;&~~2@$#ioLZoKL6ebcb~tHS(s1-*Km<M334HSggTK4psiUi&;>
zfhyyT)LAQvDqO+x&E#$M=8kdcWPeuL#wI?Hf6$4mGC2`soO8aO1VENTAk=%L$9n=d
z$W13CR`cw#Qs>67Pydid?Yw4nzINv;9B==$c~R<WvfW6vhsaUEc8$g4#?zw4+tpiu
zAZMrJwpp-zI_G96?O^zy$QRdn7Jk1aD5pERBJk4qR)5Sog)EI4E{JOpz}R$z<`))f
zUNmo<&Vg)hw_ZfkgRW;Kcdo9JUZ4>1zm2{R!yr(E*?C7BRv3y^Y=ywsB~)!yAIF3O
zFs}n~I4zg+7+M;BLi@YQ??~>V5rp$6m}sT~Y}J~t9;$P5JskK9o8&HcHGN_n%2wd0
z0LQ^*alP2kk3KlwpI`%sSXJ~X+=dV!BnG6e?m}Wt|AfR|1sY#1m9v>&vEl1NkBJ`}
zC=k67kPs#8%FK|Cc&emMxvN}!>$dQgHCt}lL}RU0VuTKJWP&$7AeN;_LSI=nmhEe4
zj{#WBRNXXu+Ejr7-)SszeiVCEo>Va8EoKiqX&5_(+F$s{L*Q{)Sk2{xP}bf;dmAj)
z+3#(#7bcFG<D8%~yn?IRzPvbR!UJM9We|;`BTpJgp;yMxr-y2YO*B~4(WK%KaIjm=
z)q4OzCRJ_zva}Xz2E#BOo2wmF_uJmP%6TY1$89yEOdO|8f935C9=tDgLPUUEKY5zl
zj$2_37tbBxr}0>L@~eD0td7^Vy3Xwi<DK?w&<);S6fMQt699M&WH{s7SF&ohHCNAW
zofG^T&x7@+_1<-aiAr6}w8<y0@?Fj(SUv;9!Oaa0)WO(6!D}TpuV!=-?q6rQf5Lxw
z4w~*E!)-0#+OJtz*d%zbt%Tt6q!XC}{P@p)vN}KxLN~O=Hz&(nt7b3o%}q_a3qehB
zekU(^^1qA%D%?9EhdlhHrr)fFcF84zRM|?4$#+80hR8%&VL9c@W+U%Ors@qvr^8$9
z2Ki1VEN?ywdtGmSUM3oS&1SJZU9}1z2W9xz4}r?Cnx;Dd#RJl19&V0uk}3RremS|~
zybB%o><J3jV=ysE|KV8SY(|thwwmJnM5XN~!(Kp7OcSOptlucC^Z{t3+Mb5Jy+!q>
z?fNLy3zw|ZWBseM3ma4ErKM@k%X;NcbjjYlMPfmQDypAU>L*W!o0c=-whwg0#zp%b
zWYx!14!9avv}1MmL+VlJzf3Vfk&4A>Gs1|wBu1d|BWyxTkyaU)0_P;mX1ZijUs2sf
z?c*stv3t_p(XPk(8zYl9xL}vm0r5w+#ffZJxs;qsRg0vkC=nhLEX5}=m#(y(M5~}1
z(LNt-$Fd<}D-am-@f4ok){t?uYXK*@?y~p>3oFio<Mie-1&L^^s3FgGe?ivIWQM=4
z>UgL!2EH>0*RyX@R635OvKDMRSvm?tU9SdOZ=EmVUcaEfS!#4E0_PT%=l9D58%`Tc
zl2{)W-d4_+{r1#ggY#&C;ywY|^?u{3E!Xvr^9^%JfTZgy#J0G0J&g@aN8+?Q<Y}na
z*-c5O6z)KiY=817kZHRCuzT~zm%GQi^L2%Vznq%fNWhMIz*75hX<@lR<~DNZMv{>~
z6TpS0hmPGGsCq@||MKk}pE;QKqDTYqbl6HsPhWcOZRp%?qyfM?5sFqKn2>4XHmvzK
zNq#Tm4iA95s)Q*B|MysIADF$+I@@0KUmI+yzX-OTy_q?*9vx-hni#wSqKWh8b(D=a
zP#vp@V)6)^MyGYt_DmX@MBvwGZ1X~S7yPa%q;S@2=j?>7H6tJ2fsVetM`sdMBhlgV
z(3t1vyJ?z!2|D=|Z(h`-Q}|)7hV^8scl`3Rr4-H^GvIAU(<@$y@$f5HU8d6C?UIl7
z5AMd&?cA={dbuEgXiDkk1VV~L00Z*+@{}SCfGT@z&)`~`8<o`nYkvVC16>EBp&=9T
ze{*a|9yFSmog!J16t<XdjPP?k9ix(D#oHy&mr){e<t4^g7Az^3Ua$g};znH&hUMpN
zg+oXZ4w3K%CGz~~yC<OT<XOmvVQ}H1M}%Eb{If>zTA6cZIj!WSemOC@$bvbqJ<e=>
zdct~tf_~09^M~Z1Lh)=j%&K(reYW#cj+%y6L&s^B8vUC;ycLLTJs&VVlpqW=XVl6f
zjhdZ^I+asg(6ebTiAca$P(Fw6lh528sa4DmhXLwMgo~Ead|h?Ogdaw+bgV8fAZ6Ct
zO&=VEee7l{jIm^4IIN~_GKT?{R}-YhvFn@X)>hSVigMl<hWz}LwvdXnw1c$6a^K2W
zaPTxNN+DKNg=|%^L+^8d0hJSKLH%(0C^~#2U#8m{tuu2$h32uD&>4(dFwu;JtI6}-
z%bFy<>b(sdNUhw294&a>P>t1Dj2^AwaHo?HlbXsL7WsbX{a$vyPJdemP%nY3Z<5_u
z*g;dLhYbzd?Cp<d(^Z>`i^j<w`s;8Gm6k-TiyvFU0S4Q>AbC3FQmfMBID9FoiUIJU
z*j+v{-zTv5HLHf-4DJl3htjJ7F<@n7tZ^;3X!>CrRFCa?ec(y7s;q{CU%#m?i^C_R
z(<om!nI<Anv+LsrOY7MU`NMIAGywY@@DC=YdQxm(zc#kM=x$A3m7cTiZ|Hm;!+tks
z9?4Mv$S+U3&UwEzo)^iSwr#Jrxq%Ti|6z8LeKZQdHF00&y}7+qEb=NfYYicUS~pZ&
zy>{Zg*$%uhK8z+z7e%>Vc^zU-%i=!qv6q1___r3x&}awXwi90OcHOh4k}unu`Yt;d
z=Up$;@5IY_{&yf!?UYB4KEez~Nmt<(Zq6MI`#N$|y)3?6W0gr6YmUE^eR*BS!+6si
zx|3UET@PS{OK+21ds1UG-D!F^?E$6kH+(84zjnd*w3r0QJQiIK#sQfyL6DZNU<X-F
z#}DSc+@Xy8qY+d!&cGFKX{reS70sPR%0MN<N-Qtv!1Kz-73F*6+8>BB)nzjae^O=^
zYx?T4osTRDMN!*H&Z$fDoQni$$18A{D&b2&i_xODHNY5J!P<kr@?biya5{Xc*ut}w
zGgm(%yZ^c@*<c@Ufs#qbd^HLbs9@mch-mC3n+sXn5Q!_XbjaAHB<b1HK>xJbqeWXw
zcI}t}_tJfT)=BkfO&%}@CYh?MbaKsgh7jJY`WAYgoO``F9@$LEpDMOltel!kzVx)}
zSCr*D0)mL<RbGF~l=HWMboqzE2@5EkEr7zQ)WyGVIz1|J9~GR-<<~}`B3uvHbl#}X
zVJe4mc}$|KZbOM-TWF>rplIohw<f&L!jQZ(ck@F(G4*@FIt;zd(MCCVN!b4pvwPGa
zXFO%yaoygYG_WN4=M!E1-k0q<m&zV3D#eurtA?&9bT?VJ@SxX+j>^XjH&cnbP?enW
z^Gl5@X_S5J&ZQXbU&ypP)`T|I#<(ITWpGuDkDENx*C#rHo?cO4x5D3*PVI>wHto#|
zZ1e7i`bh)=s~xHy`k=|Qh)^Y7azJiYeJ_!MF`c1C$>ef`UleYkPj1g^s(Cv-kpaJz
z(>PNSX_<r)a=oWqan|;P!&1+H8)BTO605mMyh^0)qcLacQzn^TUEN$I$SdU;%*4-l
z{kx*O^koEw$TbXaD*7}E6P(yI32W=evP{dE5WZYr(N%I^;T0}?j}l?ZCLMi(6~Z~b
zVXu|!T71ic<xZ+1Q$uQKk-8gk9lhDnrdVr`BeIP7UR#<c-%gXYVrE=UFIUGMiQIye
zU*zw5_3tY9-6iJVB2JC-d0W=Z2LD50oJA;EU8(h{se(9FFAPWQdu|5m!U$L5PDQp9
zWGL_8i1t`reLVK)WNJL+C3&Zb4H?lSJ|QTmgINTF1-(fFN&KDoMm53yqqiDO2}y?D
z@v06p-@3nL&ZyF%xymRSY51F;WH1G&K6x!j`PXt%GqJF{$uzIAMaRm`1+GFn1SqpU
z{bBV%2Zccko3>528jW|iYEY>wH2fQN4m-b)!gPMT)Fjpw{HotPAIr|lLJ`&pN2LJm
zz8hwpyMe?nAqbjAC9e(tkcty_htL`%PAul}UCB)BH>C$AA_$1xJ*0^qLIpqnA>`od
zFnkwj6Hz;$k)&|2KgUU=%oO|TSc+v4w<{6#ac9&x*JSc-<EuK2*_<=#_Yf~yW{|(c
zmv^nQs7VbO@35)b9f*f+a8>ubIikAf45ljcL9IZFAWS{xO<Y%iPP2=HKV?R5G&5WV
zLXGsIwGC)w-Oo;Ior+eO3!0|A<7dv3byPqMZ{yyQLBVdcfaK|c5c_s2>_9jbY&fMA
z%&EAep)G%C1U~bRSm}t9U?(?YeN!eARgJ9_Rgt9&)Ju-K1`RgJDB7@ULYC=i!+&+a
z)M4}til%=Iu6PH$gtsjZwU+-wmwKU{z8^8@x(d^Q1^RZFwN-bNr9kvZtU^q?qiEx*
zQmV3swcohR?UZ#H9Mu*kq&hndxUQd;D#$_;*8?0SJdpcIXpvjn3>x)wWt8;HG&mr~
zG=WVkBSjgCGtS^WO7ufkB5x+G#cK|I+D=M+8^H?1gv}N;3ALW{Vp;uJg~ec1aIBaw
z#37%6Xwl~_e`4*@sIHxE;0WFRjlNs{e83JdxplJZL>aGt)d*WfZNRz)P+n8{a4<a?
zo)}-RdUBQVs$FO%N2=%h!kVp-z>Lg&)!4TAUtZ(;ot8oS@!UUUr3XVYkbK&EjcVKQ
z4bvS@CQ6BtTY#t2#z#Dy-l7VODQ`ki<x?QHz2};s*=`?9eIaIU({`e|$c?SmyoSem
z3R@+}nzo;VAxRg=CEp!cyl}?Et|ddDKwM>~RAS|ml2IyR$CyqtG$PshQ#7DkgW>wb
zpk*nDhS0tm9L=JKFz-jytewlE;iAPFXW}<g&{(<!8}oFd&^#*Wn|W!V5*37&wwkJZ
zbUW3(Xro!>r+>3QOGp}SUts;1fAc_ki`cw}p{J1+l{dOFO^!>$U5V*c4G`4*)06zk
zto&~iy!|;m6bzHPg&L2^VM9YX%8t-Fp|TvYuab-cDO5rVu1Dl&*CGzbD@D+Xh6(f2
z3>EFJjPI7J4KZbLFuiJMQwbc%xQ@`nJv3mqjxC_ku}F0vgjlnJsMqaGuq)4Ep(+lv
z$!xW~Pi4EZ9bW~WW`9697kUY;H$4@m$BrnO5J1+IED4GqliA=DLW7cb#HS9j;5-+D
zr$+*z`#XI{3s!s|qH~5jozWLz+^oWrx^*rvpsGuInp3~`+@4?#sZ%*nt=`Q(iA!Ko
zrc8nyt!u0LZft`eNOFMVXaA4HSLP;wlGA-y@#27FNjiV9AKhqOZ}^I~LP1Z)mmwz!
zlV=6_8>&jWj+EfyD3Z!=4$I!{Xwy1LY!ZIyYS`+*Fl@yg{jn@Drb6OfLhQ!x5Pt>n
z8?bm$gGk6jhD;<1#)qing;|}k<y;<(mc5$B6)2%_%{2j|WF}IVlx5`|Iv|}}U!$h^
z390RzPh5v5=td@+sdVk-O`KrXWR29BWn@b|vf!6Cs4=6jJnFzWr5X(%K+6j44u+4Q
z{_EJs)rj8I4X{}}%0PG!`IhSHU)?8g{}Xc{a{@?@4@gF8A#bTQ!?V9yu3#%TMMB@@
za_YJA<_?1MS0vRsRKp&r03>m|T@wO$L-bjR<9YXlLil_wS&Av-uk>0M)n-aBb-xU-
zF~nBOxN?XPk1yG(<XS}uONcr;jHL^Ztwae!@R_Hl10IL@v3?;k2o%q6Z`Z4JTeCgK
z6C@#WA}h>2A#P(o2Guxe(x<#Ym-EdNp=a+b71X?(jVhDH5pMT%gsPDVfwdpdkPoer
z{tpsN1Ro7AJM4UqnzhkvXybr|q9jOaYy*CmVI?;jqvwV6ly3GSR$B&lN<)l5Y<(yG
z3Mq3@ZQ}s-M9cGF%VE`MEsm0WE<7{{>tXO&c!zf^t1)?++;Fjj0F@3Kt&oiv)YCRg
z<!nei?zvm{1?l?6s>$=v!6@h}zQc;LnP&MJDYj{LHYr3ef-Fq)<?~N9miS@WQ^nn+
zD-^Fu=+0?Qgt;7v?qqYo|MT0ysdawr&+v!O>BT=>L!ii8szabTPSz&RpI;x#*%P}H
z<?RxslwTtt+7lqA%HfYSaTT<kM2eXj62)%Wn(_X~&RybGcTEz@H1eZJii`3%qIw`W
zD`LeZeyb5_J+<9DY8zEj;zTl#BFS{?vuqkwyqVHQ_?E4aDn}A>0>aMEH9>Zo%h&)?
z%w!j3g&i?VcbOSl8m!Tr$Sw+l5V?qI&c|?~E+zIoeU85{Tkqx&%)Nyt{Mr9We*Q!C
ziU0x{0)$zE2T?yFx<Bxyu0<>`7Z!&bWhi{=pu^34mNVdi%O~gaDtNaj#X}dJebTm4
zKnm}TKDIh=!}6EM+@Q3!!x>FMD_q5-g^{9}?&DSw)$y=w3&l0XT*(t5F){OlG-O!@
zZ1#pVkbAF9c^{!VD)H#(<7tNzf~0FDg+}VXShpz?gdeIPgPMC|$QvAe)s`;gzBon0
zuzgm#U;lvk=kIAE{^7)b=Z_B(<IUM?Z;kjQm8HU@awyCU&418eVzJx+QI_3Gr{~CF
z4C@f0Hx@}=?_jaxY;b}cz8yJdZLyni8Dosz+qFvUxEEBE++0rs)3KP|TaVWsWiisS
z$8E^d?*ELqlq&G47S17<N~REndohcSk;oC-g6Pd!Tvc4Pzl%1Ojpp&QB4I}dij;1*
zG{4B~lAvaUU}?71q~j&In(u-JB_YD$5d-PZfe{5Hl+^$B(ES5iyVpw|NQ_U>baA`B
z5$&VIaK<Z`hohj7l?{hWo%B9cEwBn*C~^s<oG$m~!cYv}xcVVA$w?paRXUA}pJG2%
z{t1=xXTU>~s}|ue=prf5ReSXwl}0kC&vFJ{&Q4(oIny4*qAf}0;!ip$wk{OrqHM)>
zRwz6KcL+99I=ZTd?!Lr5E;O9J8^j-H(8EMT$Y4~K^Z85NonVte4C<v}|G`I+1P8oZ
zB3tmK1jg2Y`tM-V9UkD{7L5BeK1<_~DKQ;xu(2!+PMnmI1+lei897%l-*<tp@jTki
z$AAqiH?oYbvMqEJERNZOeI`GOw+#wbcU(r?_j`%UuW<Y|XT;eJKADvRQBPh2amn-`
z0)>mSzBSg){xE1J%V4V1k7z=~R?{@D|HweHy4yJU@=2Wn);g8sQeRK~{B!DrQL^u2
zCXAyUl8Xyg!csIx3ip13?z`9g|N0Q!U0jZ$GJ7o4zJu~XZ5EX&SDE?PzdmJzb>sy1
zPiW%lgWOjp4<n&HkOsV7_FlFGdWtzNyyd{|qAsdv=DKuw0vRKIKf!YnLp+LZ1+p|G
zJL~}}GOp&bOA+t=k9!`vv#r?ls{!cJZ(dXHvR&W}6Xt&IT_c#}qZz3a9ma0_?92_|
z6re`=6pdfI;pN9AGdqI21JC*>$VehJh>1=k4(u1<%^rLazh}0j07=WvJtXgM%TEkh
z2C3AV`QG5e*3tcK3@*pMdVp;Y_Mi>gf54!lHyxlkT%yrtbSBmxDFf_{;_KAQ8l#Rd
zr*DT0+6<}fpy+b4Q8}hdNy$_s(J;ajy>Vet8ysnLVSIANO4!9Qhz)x1r<_{hW{MrA
zha#kBF7)^mPZN=nURIAxW}~_kIIK?j8WR_h?WNQ8tL(f~>6NJz5JvI*wJL@dZ{(LJ
z!p>DYnbe0xJCU}$rSeT|)Wm|zMG%S4lYyvG-40FYUk;xd`%OP4>OY3pzvG#0*l6*i
z_Ft9Cxr)AC&ttVZl2fzDQ;YT1!7>U3d%cgQJV(+e?-5RAS<SXx;@d~%-&H9lmpWR5
z^|IQfG|taVe(|Pu_#h)~RB4*n6NpeQ^9Kp4cb-JZPl{ny=5&<32gti=T{&CX*0H5(
z=9&!1)OHRIIgk5zn;@*^U+BAC!9KZ>j^<W+5Y7?bS7WivoB&buS2ROWwM;Fm_jd!A
zJHYTj=I=v#Oq-DR?BD*SdmLLXg`fdO6(<Yyn=dLnj4J99Um<o$`$%5q%B%xlAyL?h
zc1X4cZ3Vm_JM^k@$~oddxJ+omqog5%ht@cG5?vM^mrh5-(8A}ZFeJ--=(<-;a_^{;
zVqFwxk>L%OgSu=;3nRUhBwL+zaTH>zCICbvPGP38hrHAfQI8;hZi|Bj%PNt-)vVfO
z`$Z&M0BvN6&uV{7tpF3p<t-8)4O*xOJrBw1HVmiV=7aU<H>!>t4NceS-!6sldurtG
z#cWW>8!wxH!XO+h4@F<>$4Py+up?yqG?$YFX(@!3U__&mR_9OvM0M<pt4zNl$iATt
zrcwgTNaE^ggMRTd1r}kLN)h?W$})HuOB-eg$t<eLuCEbuady4YCc+V#waF%pq{aov
zYTTi9M3Oy<V?-HnAV0c!3({J8KXQm~ew6WKri9f%7vpricE{Heq4{LWooHhF$asuw
z4k@q*22J^qV2mmE-Q5A0F~5N_Kmir@H;}&Lt|vsRbXj0bqU}NRo2%wHLQGRLGncb|
z#(tgR>cYa*nwknAss+@A4kIH_;%$G#o&@A;m+kL20ZQ73^(lvh_;?N2=Uc2sM+51h
z@w`CsnNakW)9yY+w_Wj882(QEB8%HWL;D}1T0*kR2{b~Mdo6r7c_>enoz@mmt9CA0
zhbOm;51ap2M~XDs1EudI_l(6y@Es+c1WfuJkuCF8*9U{5L<!@~J^g&QV-Bx*f4a<R
zyKOt}aEXRa8=p2-@Ws%B8i1BhUN=oHUI}%31y#}WPP@zOqbc3!ce%KHo|ISrQ$KUL
z-C70yFQA_pUH@(_@f|x3KSvB7mn3HW(P2x;Ff&->3lD=?d2Vu-pZSbmyezZ6UDeyE
znkYt7WvH;_zT$TUF}S!nI#TlQGu}+QDp+0)?I_RFsg&@1ry>=b5Jz*wF*jr%1GMxh
zEN)P8-dL!9w(E)E?I4{lA;o6~Rc>7=M*ULCs8w>41_4J<vOyEEca~<h)^MjLS@s-3
z#tDevtuH3+V7-xXX1waGUk(1D6}2P)@Qm#1h%Pf%2X*LK`cBpxb`~_bLk{cjUUyHg
zv5Jzr>&~6L2N3o7jXG`s>SHL-$;Jp8?{<D_jD0gYP<$ME$}1_P^JX^|XjD;Xsi>G8
z6bFDG@1!XpJC_e+=U!An@3M1<r#TOd$a!H-xnRIu?ia{o1f8vSxdb{T28cFu0MI}e
z0PcrAnAnM3Uu9yb`|F=B7z@M&!M_!<|0LbeYsHxF+cVWvTdjHtMD#A}oOMnM9YL)L
zXhoYJi@s!Dx5E&1Nj}}OyJet@`%g0rOGiLm*?ny)OX3Oy%LHFg|2~<ksVR>SjEo2f
z0dbhM_Z2{S8GR6rD4!xNI(n=2IKkg!x53v*&fw}SOz18+_Rvz{n`St(C{8%gYX~*W
zP`%aHl#J#MKN;%>bQ*jo#N+5rvzT+&#De5LIMzaip9W8=4|<6qw6;>H{&TH$wuj>k
zR(!l9C^Nt?LqjM&AQ#AKvvo|@hP~*{(f2|roXiYTQ^=+3u5tGvP%a^75oWT6jVamF
ziqODG*v=2Vsv=Yc`$A7d^|C4J;5JbdYF<&SE`F=UK}h!*bcVxAn*Ll@>a%AW5xJ$2
z-RqfeG2E{nae({Ri*#m!Uf({eRgPtI5sR|VI_>W8rRV#DHS(}8LL6|VsC^ucHk1X0
zl2;3~>P&$~O=(@((*XArkl^@tcW7v>+J%)=jHXnc%X{B%so|0_A@EK_{NK|^BA_dC
zI<*p)a{`~*1K$v*0X^%q>%X~a=9%2$r-}V_Z$I|)+1Th2M8TC6@~S_b)RejX+Mid{
zaJ$kJgE1JCP8m~X*?!-%Y-wmcd=Oo5=ufdJ>`rXjv_9W`gE0t*$B5uQnZNFVC~fTn
zsn?8GCkRbfqdG4=ESl?f3pr2oSUa}M+<-tBzovH6&(U@i{v$nxn0|xAU9F2u84I%C
zIkK>|H13$9MCJzT`Q+PqOS@=~>XoU@TQXJ7-I?^$Df8Er#f#UD4)HOl!iWZb)#c)^
z({W}nCDNZLy^k~Xr%Dglv=`_h&}m`Qcs`$XS#&yyZhV2c>=xQ+;X?;_!faiH-$$Q1
z)1xN<>G2(DaG&&QjM0=j5&U2}N;BoD<e|K&`qhvC0;fKuHw{bVpcXHVY$4^a3ckk_
z(u>9!k5s%U-$)`NUoFBk{36R60#GUFMtIrHCr3DA+-Tj)fj-76(oC|2EKp{p`bD8~
zO420bOCCd@z1;Qsr_~n>?q1hl=|@MgFerBb3g!mTkqRJVUQX4pPK{Y8dRA8MxxHup
z8>85QrThC7TRPr5uh1BX)0+OC(cD8LXKSkx)C6=ZY}noeKz=UQEvK|JiJOIdv=QeP
zFMuwR07=t{qsq!+hTEA5MQLi{0ilRr2>;}c{`ttzu=Oi_Q?<kM2knP1^4e+dn+Az1
z5JDrg&;?{0pzp~0`2pd8`>etD{HvpA-zw{QE<hx=>*E%<IR&_qXoCQ1u--9w?q9((
zC!ov7J%Le<|L&`|crg@!!PPrcWfmY-*d+Uf)rV9W6s5BAz_bY<#U^-Oe7jGK<v}&s
zgn)(|cl~gwFaWY;Q_Z3c$wi+JWiSD=SY6+q?h}T(BQ_FOKyYQe*daW8K{r?L;>MAn
z0|-Mil-S9q$Dnyva~EOZm9%HFbeUqz8YNPDE=u|eazqQQiSZB>nZ2H)N~wxvC0nj<
zb{o_d-IZJKGlvqHo?}tugn-W>YBOb{l{KTOmb7og3D9X{g9OP%_ET}wMU?8ibuoQJ
z(juSf4w)3bzR+yscV|g|m8IE8?0uf^m!<1+eCvrs6Re$IiYt}aT~!Q%qHDM9WO`yn
z#b1Or*%3~dm+PxCSt6Y9#cOsNHapA$PYpnf$ABQGUB~(`x7s0)<3bw*EDQ|VSKU~u
zv(Ot5XnJ$Xyf3kQ_hmcWjA+<xY<ba5lE+=E!$*-{;9g#J0#j-YXr|WrhI_a)Kjcf{
zu<=Wd>tY01{^JV(F*sf@TkZf-{EgLPy2I)v*?u6768c8sYXUSK!G_e$9;i*h4Kr@m
zJF5!b<S<{`TBK@JdizKp2n(Jc*0)UMS~UA2@P)!RsFAb;&4Mk61N`JHny=DBMMn=R
ziZg_~Kkwk9UATtIB~v#FV7@t*oEMAjdxbu@SGDh6FDlk^yiD2zC*S+L0$pCnD5Z<K
zVu{cNe_7gru0q$dmf5<VlX}Y~0h<28=8+3g;P$cq5Rp<Or7e5qaO+)<2B6CEyYqB+
zb@Fm?=Zoe;JF_+x_XJ*;z6qYm@cL}t_-~;YhBu&&1Ny6{VZ!EBCFGY#@&qFn{?aO(
z^}1MQij(@XBt58JYBb10B%R}n&-Fc3p^gByZ6h$Y)_4CedB3mcRPQy@j|`f0U&@)|
zxAev)ADcS%kqv(nhanNer+xk^1tYAkBVlLHA*f%*G<&+~%)GTv*TUx|7Sy8q<5fb>
zsT5=7XL*S%o^jj4X8U%Z0Y2eZQ4%?h6da#r)!GK{nw5XgyC*sScL(kJVJ^n*<HY);
z5tUw9s&IrB>`Ft8MOxTkP_V~)GiOrK;6vYC)3dop>Q<yjyEW*W_nNOLY`j;47$zk|
zEDs+uoqI3_CQ{svy>o`_ailRvNY!F%{WBtg1PyF!*2w@=bh$U6<pg;52`KV#qPcSL
zx@cXma+nBTu}g%=A+l)wmG&alc#EI*Ro`3a^f`Ju>TB8^F^ea}2bB1sHJsz|8lQE(
zbVKx#{${k?TLk{A?Kp*?r;+(&WEGoL%#xJ<EAL+si|o|OM$WeH#3}M<bil5qSdJ@~
zj`dIDid(RUFQsS}Y27}$w$Z6VT3MF^Q|M56;XogjCE*3mwtc$!!_<}oGwiFt@EOef
zG-2l_QuL=0g+mh~L)%A7h(pa`1?eTuY`IFd3*nK+;BzYA+D&Xh-B}}Janfvy);#+_
z)cc=p!5`lDOh=Hrf4aAr_=XrEkS!5YqBYclnB@Abj%4<jHF}TMd5~Uu1viLWWcb!T
zg`)jr`ji)$gR5+bN1a5Bn+uz+rkWmEhD_Tg@H417DPs=FN4_ra9oMUpiELqF(Q>wH
zQPt1`X%5J@FwmE7J*Xxb%t4!BTfvW9s+$$pdfmzicpk-6nE-i)9l`RHTB-VXzdHZE
zsr(-7f3{hF_@nWl8JMDI)ZFA+X&S@|wo+zNxtBdkxGE--)B#kb4B(x1)h>=hau$6`
zN<`C4ODXHT!dF<SrGA$9D&Ha*FpvuaBF|V%k%DZ-KWE1sD;Mm4#K9X=7gux`XKxK9
zkZ<0qGapI1Xg2vwb6Hb=TPz6??U||XjNVh+4fx7TXc}urm?oPQsFtz&;3vIL_5N4m
z`G~OLSs;Hw5!_BtngxG4VB3adtZlTTtP$S7M^_g@AIUh0y_^@Bs06QCiP-pxNf*5z
zuSy;Jko8SPBpvJ^me|IX7fd!woBuOiFT=uilO02;`3*to#cZ+n?ZIflWSz`MIj9$O
zE}%nRVH<t*8A=68d^Yr}t-J=dm+Ns^V>p%K%nqK4^tR7h=oy^}fr<C_^u7!4f7X#d
zUo8uEO~+Q46ao3NvIt?W(Nk&$J1qHVeLG#*xt-={&QUNd+jxu0Pc8>?1+iQko-*zW
z33)#h{r!ufNCa&mg_pCc*#qjGq6%h`0#pcw@#^9q3{CyCdq6vsqztXqm$eDWa{6Ev
zd7ZKFk^yCg6b7V+E8V@j@b9JVzy72p$@f`)=|M&rWJ2mg^m5oGmeIrE;|ppt$!xp1
zV0mAB|0&!?v|h#6B!-#sbl)v77RJBW+bjtv4x>ERUzvj$R7a-ON_`>PTNnCuEOa2!
z1s4D5DvLvb_bh<`m+=MHv#+gIfz$CO;sB4yMh*8eZ=(G3%r&R0Eha+Mm)A%SwdMac
z5Ltw@_i}~p7<7_jRi!?fvmD!=OOb=#^%?b&BPEeW#)HR03|Z!>Nc_Gmtu(Pmz=K%4
za1y4}!xPEOK3ruM(uc~&eQpZO#K5Cqo|9ZOH6}Sp@>{4`2zo3Ae5hB_zdL7{Jq-6h
z)){G$Dkg7jzZbeg6uD_5>ta}+;wUTE5mh<<n$IeCB>gpm9VsL4ErFho7A$TZjjC+0
z4qX#KSAX(u7FSRqt9%q8mDiX<h<;WrDk;eAj!ZG2{{Qpaf>qdQ47oBl#0;ag($7R=
zVq*e3V?QePNNCx$Uc*bPxAqW^vzaMg`>Cdzn7Pow)kVCb4<TL2)=dhpo=`G{Z#ISx
zPZ;O^>}FbX@WjcwRpD=*-2a*~im1JNbUuc;8hz;+8%;F_!V+&L(9`3;9_6}zDR`Tv
zE8-#T0#6>iUaJv%P|jP@na#^@*=)W};2>qIB$H3B#hz{(PUV|R{Ci}r+`^S+ah6>M
TIDvqtd?YR`BUC8x{`3C_D3Ufs
literal 0
HcmV?d00001
diff --git a/log/zPythonScripteTest/err_n_plots_multi/IterPlot__MultiFO_Vp__fwi_CGREGINNCanonic_iterate_m_allshots_5_0.png b/log/zPythonScripteTest/err_n_plots_multi/IterPlot__MultiFO_Vp__fwi_CGREGINNCanonic_iterate_m_allshots_5_0.png
new file mode 100644
index 0000000000000000000000000000000000000000..b4e4eb8dfb67f414928290305e331bfc546d39e3
GIT binary patch
literal 30404
zcmagG1yoe;+W(Cmh&Ui1C?GX7BQ1?EG(#f|5<`b{gF$ymcQcf9gLFxEj&y@`!@CE6
z=RBS#-oHy(tby5c@B6;$`?;>IuZ)xk#$$rVXlQ5{VxmwvG_>2wz`q|4Zv(IVV2sN^
zL$mW2gT7O6h~JvAcX>5($o8ALBv-$)ZqCo&RGq3AqjEs~&7;OZT!BXv9t7C8@4AHu
zz^EKa$W!hMV6Z)VSQn!oz{NKH>kEB%n<7JTU~ZSO!7LvxZLGC$bqU;V$2f6E#9g$+
z+5q@td%Vr<T)=2QdI!qZ+U{fRs<b<6q=Pj+60xZ){uC6RNEXS>N93HT*UflL%G2jx
zE+RP<rB}<fyd-sb(vUT+e_N!v+pW0gY_I?42|I94{Wc!1&hCvT2fPEp_KuTJ4ab9w
z&PUa@qszS&rgXE@w@60preiLA+9kpl?Io*TYHqWf$|@v}zX07v<4;Z@yNmXTUr^*B
z8ro;Cpl86g&~KK%k=Nq*@bPnnWh^($s7A{STdfm)IHzE%BqS_EY0sC9uUKERJZIW^
zN%+F&siO+XJqU5Y!&_*t`}_Z|Yeo_rrmg3Om9u^<5fY~n$bdRMbuQ<wQh9!>CsHt$
zx)YB^LM()d>^O{{V>7~(jVIXC0-H<#4ecR|jRzXqGsD&Yae4If$fr7TSQ!%19rS9(
z4w(kRa7e^)82wrc-D4MVC!$3<r#V`<aogJ6rrb`vr#+<94s`$5E%(^!%t|WC43US0
zhn^o&KTV!C%^YNjZ6RiP^w7|Xg&Y<nEzCsi%PJ=Lh%w2E!3}D~WDBwUf346zLwKQQ
zP7h%k2F7RO(=+ax=I23=-Q-|Ob?Q<mp9ogaTd<!Ss#_)7Hl-2%Kko9+!Ql3)f0O78
z?vE{>%ic_2V&};)j5}&ciS3vb>^iY2PtS_f-@9-)S))#i4b{nKctiT%&lH1@1P$$O
z>_$s%7;%h$>9A2r{_|<yx%R1hW?4VsOgIPq<n1YDy%e`5r7Sic@M&tTQ7eo_Y*VP6
z>_Ldo&|aG){|__y=aMGI!@)Kxx2K*{XWk`EUS|m@U!#T@4;wkV$O%lfr-~WA7n{11
z9g#@jMqPymqp5>ij0hek>O%j^-g*}B)^DLDKXTeS<T$=;Q1Z#Hw9i^esw0`(Qn%jH
z)uK}uf+}e_PM)p=N=;m4+(T_uqit6u$-R4y(9-HWmx;YYUo*X-WkPhkZ&<QYQmds&
zuj0BcCD2i((>Ri+GE2R1zunD!p~unJY_X?ed7>N!O_Sn8DCVX{Y^hhba0)b^rs??;
zQ_q_D^-SVkTUKG0TuDb*od)M$Jn~I?b6!L}d=l*NeUFl7aX-~17Av{)t0#+SAAUwU
z_fqWz6?}aFKD+2krqkeZFrf6{sY3e{H$mB~qd_BPTr5lKEd81zuH0|PL%^Uv@o!93
zbbq=v<C|TK&_DCmYMXKy-Gp=5ZBwKs@^D7J8lgQrU*SWo{2jaF{O@tdBNxuIvzOMo
z4e`8=dNjw>fhZrlJ2TEmAtZDUda%_MNULOaF#EAPQUkqSSqyr5TE)k?WY}=jXK-?M
z7mdGvX=UZ=L`3jvzl)C4X`$zoeYSr@x4B|A(L#j{6v*ZHQC8ONGOqq~xu#XCkR<gT
zMI9!wgQ4kMz3aE6-jlPE7>Vv~d-JJ!F4dQ2V+BGh3}zxvi9a^&-r=${P3RI?ib2IP
zqW2OKRS+)3q@E9bcG=!@`X~5BVyy~wQkf}ldA-i04y%}mvrGMXy%Qb{lUL(&EV-N|
zMTS1Akhjh<88zqF`Eu@){r$~#KD#-6N1vkkXmOsH!E}}DxjCuRnbz1L*Utf0-u+FH
zV7^@jkcRD&5nenyCqY@F>s6XT;w2SUj_pjmQ7m>F=H(JZ%4jIlk((>&OBNP!AQ0gX
z*BwRa){EWUN7{)YM}vAt@i;}A-`%gb^YHZQk#*O_wAWWH;X7l8U$&+yUcF6rzP_57
zEHeYC>8OluSp4KU{?b6FSqqMN5QgT$0>oP=G@LR}xmFJYRJXg#4MF+?hV_*Zzr6xn
zDGJ-Vp1By_TiWo=Rw=2q?&DaCu>4wMXQouqWREm+-MRFHT(0b|uXk+EoEM(<=-SWh
z?qdh>apye1#zaNXPd<jjVj|_HDxy${sC-&lS__vYv#I(dt{pW}8XB4xT$$;itXXv|
zx}9StzS-&NWA2)@r+85Txkz*@*<d2V!rFOC2&``Hd%cD)6_)R;+sd%*Mmfc?;ru65
zZ1?f8vTDjoIBVwr9a!-kndY#ubs7l=4M@AWNV=urJwM*cB~6`cKD)jwRC-%@&0(`S
zem3A;Nbok93q<%<#&u&0(t;RCzr_he=99)2-{vRHuTzitlod1xjSN}4i;<klF#W;C
zo!4xs@>y*5({^rBPcgZf07rGN-d`z#SmmjgSuU?g)a^JjsdF_QJg<_S@h@>9z}L_J
z*6yb4|7Od8FJ-dsg3{^7t|040do~W=z!_hrb_sDe+jy`;w*CSiH3IYvD^?*!4)<8R
zGZ;L$uWqn7w_&YAYfr~h%Jay*Ki}k>M9|OIaA&qlTHj@+-*|u7y~cKffs}wdyHX@L
zsH;cQ@ieDs8<wNnKDu(X*)qN(pXIuoa!)+(78<|!$TuR_k~tb?+k1vmNz=-b;7ncb
z_qxKEd-Zn=5-eTbz9LP{=&qkCS^0GA_2?!#Ut2frdRLeY#rxnwR2E{DbH<Adj^dY~
z!<n#sZ0WZGRgECB`_cNZ?v$mbUXVTAc?XSzL(Z(q{{4RJr`~PB#02LvtW5hyQ|PI(
z{yuF<Y%FXxCh7}Xj5Z?;S{36Ewen5B3bWfN=l|5)vfHeqTX{UI_QLnAvD-xX<?__N
zZwE`D?}E4EgesZXfLGkbo1D2`4d(^3xKAzhGD$y1L@i<Cwr-71sccAgHJd38@cD@{
z_bYk2oY|e}>~Ti<+D1mgV-ue*#w5)Ygw5=OR8{qAifnx17}Smd;;g{e*Z9=M6mS~P
z6tTL}C;A`Phse>fk9Rp1Lq?muj^dc@TaRmw-P!iz&a|-Af43s`_7b2hF3Q(Z36l<0
z=i?Q0^EyNqg)ajU;ue{=Q8D}nEKz}-acKIidqamQ{AE5^9@(34K3{iS{rSVx*L&kG
zo+y*81T~-AZ}$87;JT`mTj~m#&h;iZ^Cgu9_;A{p^0+9w2gj-IZh1NExQ-xTMOshA
zx?P^5iiJ=9J@?)f`G2wK38r^hse>4sq(NDXn%?ZZ>v!C52!xF+%EIBcd5bwl1cLYR
z+AENc-l1wB25<l|?&BDn@7E<}Tt`)gm&!SKQ{}GLyOjQQh1bZjmC@m0tbtFryvvOh
zpChFx@1hcGrQujXt0mb3tN~zc20fbftKB1UY+K1rS}X_KyOgst4Gmr0u{c~u7w5>N
z7PspOY3Ts#DD3Cxit8XVrue$zEfP^9jypoEL{Cefcrr2dcHwpyIkd8UW8S6F&6u@H
z*TJcZvH5Tu7WP9^m`Fmr$s5M?yvq>lMei`<*y7x|;a>V&QqP5#kEXk|`Tked!CHlI
zZ8oz>%XW>SE0;0PB9i5I7a{MJMBJ{uSAdY0<nwf6$`%MTC;K~|%|5^`PZK&zA{i2<
zum<q7@?v)<*rCI9&fX4%Q#d$F*aJWN8mg|^C|^>?yf4!2D=ctiVbhi`(RZvsIwg|S
z$1G!`($%ltHvzub-k?zUL{aq5weVqU*c-m{H8Bd2L(<gK{RW=>Ecdfx^d!@nBiBnD
zHnZ8?MS0?Q*IphV(2=Fa$Nwg*NN`_GA(Y#DR{P`0AyC&Q4@vPH`BEZ-N1{5ryEzWq
z+goZp<EMY~xYwVsvvU{ew4T*D(-ONKY<UyA)>vn;0r9)kY_k0F{LFS(wSuAgxDSum
z5*qxR_bvr0xF)~LSHnxNnGY>Owg*ug%}x)Qic5A!dP;NK^*|UnG78w%miH1Q>NU>~
z*-bW_8b7|ZS;lXNxn5NmZQpx@szwc`QHyLhTcNB9mFcKG2$S#ST&N7@Q(>|m9Rv)1
zs$vJ6YG)Q_zcp#z;&Y3V$lc-mh+e*^!BRp=BpX2|4()myqU{s-oja5X6#JrnU+0CH
zud%}>K_STgu0p2pw|7ICnu!X1G(l^i?4}gWbTYAM9wr<-X(+JFENLRkH};5bxA`>L
z|GhAFeA1n+1J<;?123d&dd(e<b?ug!ZuL2SCMw*ymxvCD5#wSss5n8sv>%rEN+uIw
z3@3+%)P;t>#^w9^ya{Cow|k<wHa;uV@<hc?9sE9gG}V!FodxgS5%?YGk=?dyZ`QKV
zdnrx&RTOiFC_+$i#7AcDjSjATDiNr9CKxx&U1VqIPNR>^gRATAJ#q?Si4)85a6aC(
z32VNfs;Hj5zz=`beSZo_RpmGnfk)a(lX||aDi?HQ>N**{x%LcWgd-esZj?EWYH4B=
zC5zUd>eVHFi?B7^FAJ%&e%I~X8B1Gc(NOX$TskVEU{>L!FYfUgx7Ep~l3wmvjve!_
ziSBdZB1En=Ko(v}x-?snGFzX~!AAL~JJTH7lCad<D<9{b`pT;?RC;wdBgDv0ihFsr
z8SboMAuwPDq)I_s+r><^#6&)K_)M55x&$5ro$Jn5&tv3qx80U1%dAUJ>>g#JOOlTp
z4?ML5PxAfRdXFzF6ct1)PsZejR{FFiY8@LRaw%UqZ)(qdG#p4Bbmu-;MkvN@*B@t`
zU+;AbPmYcXTQry$lgn}GI9xwk@UAKt0<y*g^Y!45`%k7a{TUoT*iI}rWAa7Jlsg^j
zlM?W(XLDHuTNFIGaXH1-ARc+G_;*nE`i;~y?*m`@SN40qH0z#Lo#44A03kU_E1w8R
zdnwD(eEW02C##kk+U;LomWDbr_IUB?u;RKD83P~i<x6cRws*;t4p|d#Yr;$O*&j2l
zWo&?AnDE1SnJSxW5FBJ%_d(Kfr<a1FPKTCd{AdcJkM|k`x;#2#o+?vx`7#-Tm+2+|
z#io2hOEWKjx1F<TeqL(V{6@q5MpSb$nHn}UKiCVV@XdCuiG-GFFW8NFv9gxgPqVTT
zlt~eB8E!_0wQSef94_C}%6shjGbz#bc1;cfp})|!1yz`?v968lISP_d`9XmLqJw1U
zy}-r(R?}#m-ldbyP(yJgl^hfh#%t|%1}f+l6_8E}FdV)6{2j4wdj!jHU_Q+Z6uLE8
z)yH%_&WAkRuF2n;EU%oaX2z;N&KcsRNF7KMf69^0T9ac6tAbB>dY<lqGfa0-l5;<^
z?nFgJrOJpPO@xrbLZeo%M*`AEo@zcbsl~Gt8W=~jw`b*a#JvdAd6e;NKUsL{D5t8o
z&VzY1C80odLGEa>X*~c`_PvQE7l-W2-}0#ov&V;u;U%{&Yl8W<#utR2n(B4m$Xk#}
z!_?VU7X}bT64`gA3UQ-A14~f}lesG-re#3QsNtTd50vb!@5xdTh}c&DZd?e%`S0dJ
z^ULNcLe5gT*%@GIdHI1)@ztkyz8CC`j%3978m<-FvQM8BR(s;$IP1IB+W_U4G(P)@
z*M?M76prqVU?&C4V6U;EPV;!B19YdC&%RWB3y8bOQlkeT+qJ=?dGvOS7yWgD=aD9(
zrl&e{h?T3$UBI;Je}_HD<aO8G7!?Yf9;<g%w5a6>_UXNxpc=zjuZNCjRqg|#jesd#
z+D%i+Xl<FpT1nE?vhBf8gL=8krFEaWR!9=<6e%lERQtYl`IUmF<*<hzE^@Rr<>{l}
zr{Xq&<6bykly$}VlFdBnXwU#^vp3$@$9F!J6z?S2M?{E@z90NHwVeVl*m-+xqsGSk
z{POtx>a1dnprLRK8SVUw-xl~SZ_JIAY5}2EbJEzi+T-%lnq1q9jb>9U5W1fb>NVSu
zZ+wn>Ne$*hnWt@mIKg~Z1tw~`+j-|p0uXP0Ay$m=hhN7RsX~_7FtG8M;`bRQQj=pT
zw#S-1WYlkK<JaFCAvwfa_vPaaXNXPbD-Cq}b&{?=-AVoaQ@>g<-Kp3YmsovK>N`Vk
zT+1pqgDZHoigcv`KMLmK%m8B3xbSwR^|~`L-TGk0Rs*1U`S_&G;d7~j)D3PCK165d
zih}o#?dq~b$(`CJ+$ZZ@k9W*@R{(uG)z1keDrUWpMH}uz(grTB-8)IFu!S7TLY_Pe
zb~{>BffbSmXgOl{&Dbv&(<AUWEl1n;rrJQL(Os4!JzIjfMeH2Kkb?+$()$KPj!9C3
zd9M&Df$k>*QGfxOPi3A0s+ql13eeN5B(4GX@8bZH+3Lrq?MOKAJ35ZEC=np~xi?|*
zVlzJ6XEl(0r7hB>!dwjwX9Z!r>aPp+x_r7J427F?y;Pm^G-CEy-7E>}>lEW2V@h_n
zC#9jEA-51fh08>R_angHmc68cAdYHG&^L<-9ABWyx^h*7>b($NKyGaeR?&mDrqtG)
zHl`hs1u7*Oulelv(m@5ZP|`A>GM=oqRa)RemPx3QPS%}&s(pm2${d*7=C{(?XKNig
zW4+!R4ity@m`)Ys<&mV~(#N)5O;;ABhW50Xn@x1_uo9eOU7qX;#<AO9?=|;ooP(1b
zSJIicO=}_Q4cc6wGGj$5i>5J3G_(WT5nF~^;VjOJpAqAb1g;8t`k7LF*y*o#+c}Zr
z7nnV<OJ#-w0Ug_uWg73?%;AbXdpH};2dm@#M-3WPpHYRE&}^yINSmks`?$>0p%O<}
z87CoEsWGtML8#(U#jR~I6eGXfbi#>reXMVZ%ZD@gA^mRigx=`2<%E~E5Ao3M!eEO+
zAvR=cnQym%A6mY2VyPy0k?uWr(HRlIZMS5uXDt21ED?{7WzIXZY)%l9ER}sW-k|0p
zxY&2o9(n%7#|v|Vm}}qKx|uS;;Vy{hboihPK`>^<psr92l&)Ud0ffw=vu91i_)wPh
zbTZ6d_0_AhvjJ)m?1BC3D?KFdai3C_`^i$5;!D`jEA~+e^E7MVAfGv8hMp#Ul}h3!
zg+L5!RZh+9B?F-+V<Vc;Y`Rxpz5!$+O6zE$+H*`YrXQgw>v-B*v*W08<hj9a+ORSk
z<!d;9qFo$v97$ipd!_dXlyF{x{gO`<Ps72=`)Pi;`Hby(g8Wh)oksa~A!fZ4bR~%$
zp#;%9@wyR3B7|J!^{1I7zJ>r*kvcsj+sDhBt|;6)pE++(u3Yzed41U5YylcjRJur4
z8?&>8sg}{4HN5O&d9u(PTwndGsiAg%8xMdHIeB@S^*TU!a(9_)J+_#vO#_6Yk`}Ax
z?2JFeRbS=3m{_6muM&`u&}qfxZY|(kDkV_~_KjMz&hB$(7*oePg{rj<J%X4Gwx{1P
zT^pR;cV-h9>h$7GtP>h!AogF`88O<`u$qIu<4p5;1X#DbgkC6Z@@yG|7%1^O-a1Lz
zycD<`VXvly4zA6ezY^;Pa*0cy>-9uKgJ1r8<>>1TYHUCsDwu2UhOycs_pRs(ngWPy
zhb=7LmMC^Bdo8((m;&P0Hwy_QuFEKAh*7ED(RGlr(OPDlxnp&$OP0FPpocba2r@Du
z?XfMd>Fxj}3xF2%ekadbH0-wq#2_OqW-XJ8t989c1%tPo8&7pPZ9XP_%~{OW?BjE8
zcGpZeJYA6(%bzO0=2rwt(>rJOd_Z{~@6ZG)fN46rN&(X9c$-i-=*2I~_OpYvy}i;n
zzKfIGW29E4Tk{bi*AXC}99rghz_3?#0NQzJ<O3oR_Mpc5O(Oe)xIVMk9(s}+7uVVl
z`rLVS`_kMW+u=Jk^;YJz{xr@q3jxSaUS7jQ!BpS?qxdYl*q0b9npoLx&Xg>%`Xe8>
zL~&4$LCZ1AjoSrQ%_Gp4^}w~)dzgvE&5(MWF%T8CK0L7q9~EE<A-D(dIF$b3*ClzP
z<l-&(1c2a?8e{@QnA)9#AwScp<Y@|8e;%~hDe|(|x`263L7l<b%0K3+Wn~Pl1K-@6
zlQh%5sc2DeLi_ZAQ9y;cpiA=)W=8!a8DdrdVuSyA0d5Xm#j>;+R$#^;60^$XMa;|D
zN-FBU@wZAB-+Y~G@?949Ufq0D*n=q#Da?-hmBP_1hqqd8%5sb`pcrA%*QuQ6dZmLZ
z{!x17z|+LT=o1J<c2&a(K$EFj?4qoUg^O~{^4-bFR?C`E;OK64fT?o_JenuF#?gbA
z)r+jQ`%`=t+j4d6VM`dg2cX?sf6#jDut*vj8th3E)4wih3eE21ddgSur7Oot1qs<B
z>w4xFwHd%vG5<hop84$OQXG9_WJLcWMNIya-RjY|ylGAayPi(hbI<MoeT6v!60}eC
z9|PZD{Grh|+pIO|l2T87qd0HVTayVy&1?2fY3TQ3ROKlJ$5)L-NslpyJ%l~!4t1Ka
zc3s(niDXcq&FJ;9Hbrb2=o8VQvf4AlN@3K-s*_3H`O|bjeL(*Un(h-!?-!{41#lMl
zyay~|d0&lwCnpE^?s18IK+KxPL@SYfj_n@9tbBMEqbqSZ8!xtAlo5C@U<0gxRk)I{
z#@_$y=n6A!17+lkg5Hp6dp{4^#c#`(da2ed=$F;`8xHI(o6aNS?;}yHg^=IxB6-gz
z>tp4b+EBKn1soi3csGC>IGj&y0xt?qp581C10^C|=Lob3R=F4pCD0Y`D&Q)FOAJrh
zOfV`2v8Wk;&(IT}Gwli$cul3X{0q}et95rf`ZMY(^}l(VSblI(|NHRa^8_i^fA8%J
zQ0C`0!j$~jcTpW|R_oVB6D0Lt=)udZ%B!JCdc|%zjm?ovcVZ}t2JadNI!)&7&pCJ9
z$x5j;laH;!d!;O?pdt67bMR+JtWta%kU#l<X+xv$J4D?@HHL0hAc@_KgZy*4Yb>OC
zG3YUyZ%${0=?#><9F)O&(3Y9E+pQD?3v*4*(|X_xqjrONBxcdwF`*wKOk4}y=zKU?
zMH3OU-K%^3f7U%@gmNCKXjjtzFp?7@ZGt~SaT)0&bIKrm_nzXruIz;7$nUF41yx$5
zIXLI7c65R}<>TgtSfmt1l#e__v16*n;IukodwtLS3Rq!Gw~Z&(2Yn|5;y~J&c4UOo
zul}|jGhq)H{+}062fmssrW83Kw9F}hpYwq+@EMZ5dtO2^t*webo{=Q6FlEx%0G$!s
zD;Zb>?kPNZf;7CC`uT7;+&|cg=A8;5?1)fyMK8lw&p^(afL;5nC3HS<`}xgDYajWt
z{2;miuPCD>8kl+O&&U38I;Lm>*t>@zA`QkgBgeV5d-42bCE!;qBY=HDu->MPW4Y>B
zgt!&2>fV+=%)A;ID9zL!JSh4{M1Ow*SjDqQvA?|lPdqQ<pHDD)33BRK;8^e}{*jzV
z)#1CBt|v5d99PSK4<;W*26yDvFlKXdd@UOJrSRlYW;?3@;Sot&)LI$q=>y=%L-7B2
z84s{i|7_jOPN5II$#|DXrtq|GA#vpm58YG|WeOdqZp3LUo%qoA_AnQ_wr`oAV<Yqo
zSYoW-er^vtBb1kFMxXpm_BJ!Vd@`z(0CoRo#;Rq)te)&zD0lvI-EZ(gG}NB`E41x^
zGT#lYKZJkp4+%HZ7xT^A4E*NA(G-)@mH8x{;z!gMX`=~!@e@nY5oPsws^>en>g%js
zt5$oKhSH_3R?MW#*Q2rTfuf|p^aEhVf4O7*8`A#>9C*SWM#&Z;RJs~oB(!qHp!~PG
zgV^~$MX^{Zuov~k_hOV|b|u~gu{b|{J&esXyl)}0RT-W^^vlCYz5Eri8WII5e?DXQ
zaQYuEj`c4SMr8&eWnrl`qYf++Q!?t#st&ye^UPx6zlsc1zhXR(VBYonV%(StGiLD@
zZ)|mK`QsYh1%S)(e>Y?%HSPM_$@Pyk*ZPS5M5(HvheKgc<tXVFW-($I&^w*yv;|_I
zIK^-VEm59D(Gq^+uB@Eyt5X)!4+hVX7-of_`pe!g(!3gS)lSxC<f_wI`yF$4dO7zi
zW$xI1EH^uMn_shMDb1Ol{%w#nEdkv-Ec+<C_R^wPL$SIlRmZ-M$ol|jldRwc7$NK7
zWL)4_8+o=yRN8pv4aiei1viiTRaZ3yI$k7$y7JlV1N5DSok0MWbbvE*+1s5V1KGC6
zb&xus%(9h;q}Qr2J*__GRX&*7=z9yF{&hdLc5_s3&Z3ZSA;MCSpc;Zg9A|?cp(lk|
znSDtO#g6-5sFi~Gj>emt=K52GGOis~^A&U1W?Xl=kFS^HCiD*1d!Q^%!?O0XZtv<^
z0|T3qob=DQcHBaflAL!vDU)pGLHTOzS|xVfLw!<7eC|t0+ip2PvvIbL%NI;s&3gLr
z>cZmM=2)V&j;kBYcw;o0iksuihpqU~gOwVFSMHPjL4>MhW<xI1onNode!u~)(>sl$
z<)#Q$YZdlz^{a`-_^@HYfIR(KLJS(vu)nwfwrg#+PH=zuo(SQ@e&adhC1b5Sx!n0L
zq?UBO7~#!LK8_J?b6?--`!{V7!CaGfceLD*0(gs$VXNQao@@(%RCJDS#T@joo6vXD
zY|l6@`rO*g^oP8XK=q0$=(;Bsxw?z}ob9blte8Ob8s$N(IbTuMS&JwLdh&A8;^!)s
zqx`uYy{}<&+vD=u|6(g8?anGC`sg6r?P=lJ;WCq&aW-~~*)>x+DJY<D4rkM)*fhvk
zgyv)<?&ggn%TJ!f_8rrPe_&v)=j2N}#v+9!`x1{|>L22T&AZa&paOAC&ba8uQ&|<3
z6ko@ZWyj$yXAc0y1Q5#4+xZtEY_LIPCSzfqeBGlFYLObs(e522`8=}{=TGT<v-9%Q
zXAfrVr*s;gvqC<y8I61l&+i3aO!Q@<?&W}GtF^DIs|z;tf@ht|PX0gOO630nS0dE7
z^hLFXSl9vJJh@>FmL`y`m@eO<Ogj7I<8;WGuGlSL5YCGLCn$$=qJr{4hPH8O@8nLo
zTaDGi(N@h$&-qbqD;#Qb3eP%PcYLU3X1k_Os#<M2gTc<LQt>@ir|)N9RPTk$8X%XE
zA7|Etgo5T~QoQZnZv0%(baGt2cK$WOYEm9=)fEDmPX49&#!#Q6R;^y3QS6vH&*vF`
zZ}7rPr`LZ75YWLr{DsskJhui8cO{8Swc!0R1&Yb_@mU;%kht#cTZv1s_r%obtot+b
zMqe!zFKr|_FP{M-<Sf77bmVUH8%>wB5~VAyjc?bz2({UI*KQ=zs<){9;G4ZoPhs23
z`*kOSk`-V+Ycs5`HyK27sN+Oh@Z9d?hajZ>_aZYmcyp=(9n=Hxs$$wJ%_3b)wfs~a
zb`UK7&1MdzJM-W0#Pxr`69yB-_wVcVItd)Jxa_w91StfEm(>E2%B3@`41+~wdy>2j
zK+Ly_WE}B1a0G4DTwT?s=^^P6{6-X!m2(sLq*2}wT|5`hbVzL$B`j@1@i;wwvFJpR
zh4$^d8?M~*NJ~?4J!k~R__be%EbX@PA#rEKwVB-B7rELagHe`~&zh6*A?J}+35B?Y
zrwjRgN}J>I(>41G!BR$}bcNfQqU6<!8>~Rfr>5SRFJbqPzQKKzB`_<o_UL>4j1GEK
zq4ISubufS<4mJmN@uK3bl#vByQ*2rlZs(g5-6*UKggRM~BbVQwyZ1IQNdI{QB33;y
zDQQElo#FG>+h}NO+5~_{*KV#Phs_4_*}>kqZLb&i6xMR)UcopxQUFxTNHE@;9Uk=R
zO>zx<g4nI}Z8<qsPTksa7EP|Pa4_e3m4W#S=IV5lF*~4p3V@U|e~C7p<DZ9s>O^%Y
zl<VH<k;^#`^++qd9|6=~x}jB<b>H;sxVKM>qfk(#zw$rG%*aRn>usolYBlxIit`R6
z4`7hhwgWxv34~AgKRX<oZ@KfpNr8s;=!NS!;whWTVt!|BHTV!U9n`PX26;BxAgrvS
zD6gWZ>ud3GjAMC~7phPXS0a~_fQE{00g4@v=OZV&o0Ay;sF`(reYC<ZF$Nk4X>6qv
zS6%T~z@$Vm%QBOSSEhRjh)z(R@4{>LdUs&{igAH*me*;s$A5;2j*(s!7c10k>f1L~
zXsPvBeW$@J$65f_%N_JFi*YGvzUt*~iiRzmnzaucFOHp!2J(db^`WJ8I?@*~yKc1s
zRBx2B=(c{5j(&koi6o0jB;JOt4n>u(;b{C)psC$N@ga1$P-|>Fsi?57P^+OX<<Nd-
zw!xt97OC-2HPsyW5MDsWB6)?)H}rkuI^BiXJ$YKXS>_^phx7{k=)2jWba}@tPoKHh
zzDOfD{IbKAZYukFp_$h?+>crO^n<VIZd%B$-_)VMIVQ2wi<|L)sd5czuYWNYt+7Rs
ztXD8--}QO8>p6`E@vj5S2K6fAG^5yswyQU-zkuz69xN%riwY!ens5<GNmC8(72|c7
z_|q#Nu#cT{#?otQaZq*A@5O^oGJrk5kNSqRYabT%aGzWBG)n5#`p(41cf8l_re5(o
z6<vC}KV@Vzzs9`5+8C~gVNz@}QQg3M!U;-npUu{+bE6Wo-Wz|%<79Jjb?)k3zmhSj
z>IT^uvp8=@p%TZH#E7V<g{satsLgCu+IsA8RMid${M(jimq*|zvAcV!6Iw6QVWG5@
zB@upt)X+Ef39m!4N`C0u<!P#HwGa7*BuMu_n4a(PG-WF{^-^IX$@GHRL){@wcx{Ug
zap}{HM<%un?r$!;r?wqF`vh?oue9O?z6544%!UCzcre(_Y|y771s&7iI?ZDaE<|1c
zp?D1W8wyv1Wl5R2o%+k)f685I7Pp*{5eGD0*|subBH@SIGiz&<g*}~*#s~)i@Cm6p
zXcSF9>KEivcj^p2BOEO=tHA|sGLFaK6reon8iZ@e!YS-vE$qiJmTafCRC-+ow+Kl%
z1t@Ji`d`?11hI}I->p9MT}=zdLs}!<k9Jm&f>d-ruMZ=97o=a(RLH1SuK}$h28eyk
zy?>*XXXm%CuAi=j6^_k1BfCv7rC!M*0f(=>svgo+B3>}EYHI|qJ{$nCJtZVzxlfp)
zi*ZyzOgKlne}LMUXB!Qsoj|t=>9*pJ&)h(btX<%T+qOT=_a<^4zqb+$oU5YX%bff`
zx079^orZ>wmtI?3cAI7+h~GZV&XTcjH>1-wqR?2C!>{YvR)+8;M%^mP5Qxn76heQ0
zu0YPU>`=0^c4YdMY2ANYg#AZO0aEd7GSPbLP&Ls;bG@-mY(Et{*seS5lpq|Ua9Fhg
zXFzU#<9`re=St~3U!1L_&|vcOr|z!q>`a8-nFE3wr%(kl<FZ#8?M2;~_AQK2aZm8}
zA#U-?H%y>S{B@H6HNfPLOV*V6^skB^u2VYS0G<V9W^WUm8<ILB95X28QpD=LwuEon
zlVB?0wi-kab4LcaP~jcB37bW!lDMP^Uod~RUgID*dChVe0KE4$njUNL{=5KF@eu|D
z4UL}$C6$s3pUI_N{eceu2ykZ)qY!10=rCi8N7MPF4=HogC}e(%jT*@_sTb&%+)b;U
zsmf(?psrXGIUI<1?k({;DBFdu^TFNPS8|8KEctqwk&%QFvhT|D>_;T>W$SY_HDS9+
zZ|1c^qQ*?iJqEF}Z^!-+mLr|jHAD@%B}3AMhxo^iOMqx+^heD9cP;{G_ji%@9xghH
zyq={`@+W#-LIUbkm`t-{zYV@wd~DkGfidGv4H|<<YBf|Z0j9UvLqXXYW_2a`dQ+ry
zFjzSUGIj7#^zz}yGpxt3Mm}{+#(|$Mk273w1TQWgR%YrkAS>aHC^eLh67_$pA%PR3
ze_@2~Up_LmJ+fdfz41nyblueQC*6yCX5?1+in1NBi59G2A(al8MmcQTtC}Xx`<Tb=
zu5qknEV!|!SX2qO;ap)<q5B~Od*6w=d9?C5&rxL`F%JWX;E|9nlcEg$w(&>K#8K1^
zd^JJU^#b_=EI<CREtC<sqSp0C*1&<TaxHUlCkVT&^}sJvmNpVf7-!@A$tl~e&7SV`
z7<;#2ZQmw~u5cAzjJ$h0UhDx(QJ#UawC6<7TyxfmGU@%{LgW1aGp-=z@jR&y*z2}~
z2i5O4eTi~plfW~u*S@h|0<t}nUZb$t`#_-NyM2G`;n3gWGozig3H*<3j)78&yE2~J
zhl${BGgGZs>({Y5P|JcP&reecK$IopbuCHn!c>?}NqE)T;rG}W3%$+SYQEr6Q+MP%
z8KZbc3lou3nl+*^4y=AfY-XKq*&vF~mpKRbl}X4jDAo!r1Z7f!W4*kCr%~<Jmjx&q
zA+Z3`9zxj(+TA~DS-_YDV{jPc6gMRIjTnTd8aOH5jtr$45NLZQ5O}%fXVwC5`!FGl
ze<7P;gk_lebF<Qv`SYN;=6Y$4U2`zP)a~QM{)t2$#b8Ttl?&^ocWi-;<ZVWbY>0m<
zqa_k@qsW_B0lb95VE+=}|7MGS)`0qXe<fK&5x)eTFXzfk4@9S8Y`kXzs~Mk)DUhIC
zpySzR>8UE{_I=0{II?5<wRGy<)XZDJg)-QwDIA61P0XLgY~+hUw!6&mGo|~yOPssJ
zg5?vX!yopswxsGaRdE$%_9+dfJeqS=!a?7T<Af+F02f|2;wHU|_OSLDFa9AhYNh`G
z0}1c%lB!*A;c{)90*)gI?zewYgolm&JY`4f7g&CxpHQ0Wb<C<Vy(jMhmoyM>Wf7_e
zlQ%Q<J`a|N6;>&S#T1675S@Mz<JAiHqdvPx7OQU?!c{mN#L8~Wj7+2y@;8(OM$#f*
z2-B-!k*;*Vub-F19KroctC%IfH?>P)=5a&BP$)tDW-|5<-lQsu{F@*`2m$!(sA}uc
z`!+;U)lXTe#VTEx%#K&B@tKliGwD9H-Iw6739xCL$gnBs7fby9rB@T8*i4ql${M|=
zn7#vj9Ko$9{w4E~$HuVdv>YSf$J@&4Ls{2v-6VtKA9uwX6Fo*4k(j>ERoWvlrNT@;
z@lNY<3+Lu3UWmq)t?p{2aEGi5A{0^O;M4yGCI1JRMbSekLXyIaoTun2>7sACno^iV
zx{d`@cx7>DDM-IYDKDnT4B_K2H_c1I4cUyT-hZT)M#L(;CuC9dR1)(bs%sJd#(ckq
zMeGduPP{7|45_&;gl`#$)<3sVoHde1z#<bJ?dA7K1JB)T*8#8l@hE42rDO8g9*7A!
zD2n|zEgo`!t}-dnYw5h8(`rU?cCx@aCR(12>0`{_!sfb?D9rPP(*~DBXDU0w`Rk<*
z(rDr&0;%wSSQ6>Q%v<IRWu8n4Dwdxhn=@7d%ZN{X?h@sNBz`eoi}8&L#oqV&`A{uP
z#+2-HduqU9hZ(0GY?itJbOymTphrXd#LGg2%1=ZEpntKt8$d<tG2nOoF#t8>-UKc8
zhT^D^2xcIlq2%)9+(PJy1Z7X!g(YP#e$tD?p0#&3+3wNsD@;?m>rzd<u<Gr*izv>~
z$Ni=pq~L{#0gsT%dreH3I}L8m?R)?$qxZ>3>|q5F>7*j8zB;9E)xv&ugS8{yEmacx
zOVkM;Qnv(i`1^L5(c}tbdPZG;R*{#14bF4lM?>p)j<UY~C?c|d$E%yhK<kFVXUu;<
z5(1R+kjKj^9_OCWeJ0~2pTM`*HaTB%dPBj%O3x2MV)Zx%LjuG*A+L(^_42p@-9B6e
z?OmcJbKyRuEXhH1x{VAy-=Kk&2@PBLv-<iPlWljUJ{pF!vI-D)K!6~Mc31gN6m4TE
zJ_--m{5x==f`*T+$7Ywdm;U81?FWpiINJElh@5MK@n7E}>Aq&YNi_{pSJ9OmJ;K_>
zA0VAz3GAk@QFIX={lF}g!el!@6(u0=rT~{GB#x?bQ4B`H`xYdJRt3i#?VbhZ^vQd-
z^f4YX)3U{-+>Z3^5QVX7Y2M8Euc9M??m+Froqv;8l==TjFMrxHcaUTUTG1WP#E9@W
z#iS8Ej*!e3`NCu_V)?paQsy`o+WS~0Wp<jEeDsXgg;ovIyg5GSCFt;eg%~nh>L@Tx
zOiXWop0-mqXC%KO8(Tvz=X>#W`QD62wBnRU>Z3*rQwqG}r7ryQO2WfMDvno`ux5Wu
zkFW(M?cxRUgZDB$j(a9tTsCdXGq6M_cGOArNBNp~Ts5ox6@dW+`VY&!u|U*4eN`6e
znCIUe^HZ>NW^il^rpS8|r4#12o|bn&1@gqGZ?W@|)sRagRX5<UR}_X&ELE9s1y@BG
zXLMD$ES=2G*EHJC!0ohD7Q+jZ5w~dN(-=}@mrSN4f=UOR#nML&Z?}?PhWf6jO{l4q
zj&|uvG=U*pKONsTt<xm$_SJ0cCA~vNXM+cKRZ*#%UkgR*^){UO0k?_ZM}?WsUcths
z#uQ{Y>$5N+3GFSMFp5z<4Epyr`H^EEx;yh1k9DZgEju~&@*ET&>$||merlBGEYC?P
zDo#X{oL6%*EtR=K@UAD`MPlz)zj~(V=dCCc-lt0%e%Uo6!^6op$igtS$knDp0INwR
zI5*blc-D$HR7Qq~`__67{*osN47pBbq0ScG-SJJ4MXl%wF#LMoss0==R8j0dT{B>D
z|FN$?_J6HQm_kkJ!o8yJ<B;_;RJE6a$wj%Fmflm)Z`d&6M7^Gyl?G8f!9YT>5>Pqc
zj1hI)%Jkmh3W=sBksrdeYr++_OZTD}!<h;}ZL2YAsX}sUOhDvUTBN9+h&>_#rq1!q
zEVv)_+0W#xKa*01+;*l#i~7xYpRGRlb31A$4elGM>TGS<<GSpvg$<6x8Iujn^CqC?
z>_=nTJq5Nco|c<U@$4RO5lkwWo1c_OZ-47X5v^sl{pCKbD)>ghod<}iG85V9nxW_c
z3f=Z6#;ZXD=5m8F*f%2<mN^AM(>C2h`z!8h6?$_`gTO!=^8CZx<*~+Ofd=|SIxu(T
zu(NcE$Ll!Xc}x~MSxvFD#0AX#yYZS#pbzO!yKS8EINJo2bUGG`Jwf$QU5%7gmbIi^
z-?(2@^u*ywRyj2lwG-h!^~R;Axoj7-C{Qh1+jiEfzlKD0fpe8Cz`&4IQ1$-Ne%*BI
zKE!3OBh3OEg$E2094|gy&Ft@6D-}#u+N@QtXq{A++6)0xri)3znnM{9Q}<(E*?;fM
z%#dhszVeg?_}ArntjP80YQ!0A{WWTM=sy@O!T*!da>ZeMoEB<L%t}m@f}&=Q1l=3f
zTd;!+0jiC{w3utw1D?7`PV?-5FrKcm-q9j*DEkan8a0t~`SSzSiFDo@aLe?Bc7gBk
z*r3%9V<3B^M5G-cJ2?%t08<VN(}b4lv^t$q=@4pLT2ewVPuC2xloUsvy!yBbZ@4I`
zJp=^l^qKd*k0C&vH@3S4!>xURZ@<yLHw~fn@HOSJ7H0~Dcc`Wb=PyX-Mi#!t^@wM-
zo1Aafjv)w~G$m9Ch=6?X2c&@B9Ajt-YfIgWE^2Fy?7<kss~ide^URK#JwkbX=n`k*
zmrOdQWI7%iHbmY$RT^S1x;tFPRA_)a6#py7>H4!)p^>R!Yw+w{rc~Lu27L`gFgR=n
z-d7)8toGanqp0dm-SEsvX{F&;L@pUH>dggAYVEO(*K0_SPJS=?LSKkLOjKHOfpCtu
zH<uXn`!uDXSyv~~Uhh}!mB-S8Hmepl%9wf2Gu^Mv4`W}=^t*dG!Roh>4O}%isIK-w
zh8jGkNLRcqh?<0SVkr+btH(qqU#{<eGl}Q@YEZT65@2qlW=L#VWW5G~N<Q%H2Ef2-
zEaio`Vbvq7+BZXN#eYxgwVM06GE4&JF<~9qaMe~@%(?`Ozp0j+vL(A8?`9D?Pj`Gi
zRGMvQpgEGrjr0th*6_#e@mc-xdHp1AxFZgA!PV|JESE$iAQZ8!pk+5l);rJES~RGt
z3qzx{?2HQ&y}ysVk1_`Xj{}U(d|YT)$9=D`8FP9%7?T9y0ooZa3%KgCvtO5U6I^QF
zRab~Wc4(|Ddu_ZwnkLV>>bfCopP+OnIwN1*o$I#y06CuIzD-r7IurHq{JA~vb*-$R
z*Fk4rH#PkXx52hw4y5<w!&y{!WTE?Z%m(_N^+tsiwN6I0;z)X9ToY7S7_4A({%b0f
z`eW5Idh5rgzERccY;g|n747_eG{}SfuuQ^oIMXBd8)K?*gMSON)|rt~jJ9AU7KVxh
zzy#^S-*ue?L?KKOl722_6XiPh@JtyD;VfW(3axkatl0YqDNM|JBUCAl_Sn%gN_gIw
z+z0dM(z7KiKiIqL)yj;AHaTb+YUX#2r(G>;%7eN+aBymXc^(gKc6EEFw-?RVeSkv%
z%?y!XhN`OyY13)t-IIkKjq?pLqU|Bv1}gk{yn5J8J0EoCferE7U*30@mHfM}95x!F
z=(VonHm*)j(&S@VyK~jHT63-|0Gk3P<08q*-Mnq<fJsjC(@W-S$HRT%>yy>yGdmb^
zb}Ss;sR87FMhw73HIJ-i#CF<=<K#k;YO3=tz9|`uG*DAg+8l(;d+}DhvK<V)bKj<d
z?i?5e5^vlUfB5%s8@4ZMxUKcy2sP)bsg3WfG!;>3QNv>NT|@-PGs%#zc>&kMTao~o
zf-45XS;rS%S=(rl(jbdz-=A_~<;)br#{dvV;2xk+Q%aUPQ-di}w`c&f)s1pH-p(aY
zUG71The02GyC3@o)e86#zKd<~lIQ3e7h;(MCKyVEGm{pZ)f5+d`PgkwvY-B}0Vh~0
zEx4ivj(oBea|K9gs5<;xMeH}Hr$obfYL2mGfywg(*b&R*BEJT<aN75Pc*L0COM_3$
z@!d)vV}#zz&U90JUN+Ts5DnbJ@UggEL>^6-w9FJ$NW-n4t)pPRf5(6-q%8?ArY<75
z)pQX;3hI?iZi&U?zKu|Av?bK~1vBg7NaTnahAnEnCpGx`G-rUA#?o$kx*Uk!v8-zM
zF==pvTQk4@;jrgNPI=_Ve@(cVx&A|AE5?%uIm=Zm%%{eXd0XxueSzsXFsZTocfX!S
zFp_mrkL*(BK@eVFv;PA$G;Vy}QsNu1s#ZToMw)7mR1<|Zdmk36?WM_kJwuJB*&yr1
z$G}5;7gkG%z)Yi{mt0ikdcd;|SOd9*z2>W$T|iQ+u_7b9ATQSpSDB3)_6GV&{JQ1e
z{u*7ISO$0`3Dz93P2C%_wu^hTKzf2SY`V+ytJ}<V0<*T$)wW|>_ENcd^GiLE3~I+?
z546Zq_xoOs<c?ul%f}yur=)~bX)hd2?Zm6fH$%=96-TCbvy95kqF#;U7F4bp@o}&{
zXJR+a`#t+7ll&5E56ZWwUo$0*y_$=Xcf0HWJ{5Qz>%#5$3W8fuJ=f;WbMRXYYBPev
zw>Da)p%D%|Of+@npb2yq@+P`_Ykom?>TW3D`LPncX6<r{H?sPo%iZN)<7bNz)nE<I
zia^(@tFLSR1s5ZNB`b8-0QC(Owb>ZeK+V!O`4cPGI>4l)PP%BNY)$r-zBM?FPv~8F
z;vpLxELCn^cbh+}45%t0`khrQIZf<Ii_ZR{_(D7a)=Zu?0IC65spAG>HRLIq>`Q{;
z7F!>WvI=lugj*@q4I31_JP)5v6knp?UwZ5tzk;9+SI@j39+i=>@jG{T-I#2arn`kN
zDx3%yFvuwmh);uUdMnR6%<G9!SB!lzCIFLdUlR#>6A@X2N5t`6$DOS#iV#EUSL&lS
z#5KmKZ)ohJziBKr1W9cX%c6b4Di41Ce6eV$@WOtyIk;AX;(jP}7@;^o>}KEVGj}Nz
zJ`u=vI?)KeAOMiBjYpuMNC$2*nIt3d?a+5J^3(*bV^rV#zfst!<1hQ|HmkqFIs^Vt
z*!ll$xNX~MfI%PF-kth}kHBM|Y89K4CCB{x%RSXLMyMPV4u0bAX-QyStj>b3S?CLl
z?}SyTx|>qAT+1I3k7n#dWH2RAJiy>Z&%P+sqtvKj5OVCTWDnziCN%>R-z4_fe5euG
zG69{CuP$ir2>*Opqfo$4z51{&qC(NmBi6=Q?sgWZGoAK|>D0Ee2$l5x-P-R;)lLMO
zq{Rsm^M!OY7(90TwJ<sJt1s|^M{6e)5f=v?z;n9kKoO6&KCtQx@RlFcd=;MnY<N@M
zqhxy98`1-<JTjY{i10@jx4|_W#=8;X5w9c`56U^psd$vu)UiNO6B-4nT(b->s<;ga
z9{UcO_nIOk%0nPxt{tQP0X?Uk5UK8u3GuU|RnUaY-H)O#sRTd|qO!G}Xb^A{7U8Z`
z4Mq7ZhKQ{AM0tjdDka8UVO{mu8<<<Ph%ERlj_m{i<nJ>+RK{S@pCd@w`D;i*S2Xaf
zuZ&Dmj5<NDvskXICAYY^KTSf|#^RpZ2c>Q6*+8nW=kv!V9j9*iBU=nAOm<dTsn5f^
zXEI+ukB!XIbaW9NW%K8IPea{Ze%hE6<NR%+JEA23pHHs+(WXJm{NZQV*C>sr6TMF9
z43saf4LXbwRf@!tuWutv2P0A$*Qm22zuY|OlFS(J@X{NFJO4l{!zW|{*Z*xNliUeY
zQa@%tIT~+S{<@4WOWij)cjA0(S1%ml-5&62MIYVaQm&#pxi{@O)&p3ZxMRNTtcQV)
z&?4mX?ErJ^_~Q1|MDs+8Aqw1VaXm-J8E{gc<Og)k%=N%yH;txTtGG?KI;b9@bi7L}
z-BNf+B&PGAHAI|4AD(HS64cAe5r=plVbO}xAiCLf3w-pm{lL-dJx1lfhb*Y)U6UCl
zn-}?l3AOi_j}dXoy%#<dNA$?)o++1|yksyUO?FDt^xe0S)ZLkfvL5t|fs<`<qLEwU
zj#KkWCKG8Tbw5dSb$q`5Ol4p?)$tvRcKGhnuJ^I|**=LiL-;CZR64m<c-V>LwAwR?
zVfm7-pF#06?1$Iqo1a$R4)>LD^JebrUnSiN%akAvzA--Fp`>fnY~ep_l%UzC-~BIP
z&*+je>%O-BP{U7jw~<Ohwd(*(c%o_A0y>zCv?r~p%Zs;27b+lAnIsL4QZ|W{Z;f1h
z5k#R~qPpqD)K4X!7UaG2UWWdjwQ6yyN#;*lKOXi3kW9FP&S<%#@bE`obP_=?(bh2F
zN%u#0VGDKgV((=ZXdO-@J*BDXVk@Wpb$ype6n-KS96No$TCaP8eI2o7bXj#J1n#?s
z`tfr_rCM25x4d=@`68~rhP9J;^M5cHJ{kM}w-OnXVfT7l4_}2N>yM8N-uthy`%eyE
z=L+`H*g1ROp4FKvpFO<(8NA1@Ywjcc(9|n_!$(9v){oSqONJ^bOG#3mF3zC|9Et;y
z8KN*;clb^sYcTRGMJ95`*8kgHpvO1~4osbNVKYGPKJ`)qW|XP^g*Qv+!|d?*Q<cpa
zrpD+WwLNbAdOEY*)=5qjO95SOze6Go`s%^n3jJBkM@zmp>{GW=c$JR_=?duV^hYR8
zOCSix|Hs%P$9-fp3j)sN5Vhc+eggRA-bQZ{s=h)J-n}5@l<Ag#LBAJ&_(Sqg?G};b
zvtUgyp0XM9QI;vGAZ@WEz6q&`p$Y=c)981!S4M0%yRm<~zi9n<Zx7873;Au<bruW|
zU;CnG_+qoI=I!U}vBrLZ9n46<du5f#?_DafUwIiVNU^9E@a(Z|IWxsH$RvLWt+zYU
zN=V!WZ0H3FxEtn)1wLf;1kCGy8kG?X=^_U^q&3(0mC#sq*)Lf6)(R|wQ5L^IS0Z&j
z*>gcU%J&s@gS_B-LS0P0D^j&CWol3iUCjp8HqOW|Qz7GF-1cdk0^P31)(B3s%xF1f
zVe5M_%Kls-ZA@;OnLlw{9FIHa>osX?Df-DVn95#0;`#PSG+8E<cc~}Zw38$kGZ{CF
z7vSKThAaRjLTeNL_paUyWww>R0O@xx{kWTfAbalZE2IIvJudS=vW2a=%0<i!cG;kc
zYpzovvL!eXb_djYIoh>$pSrzBEtAf>t%OLYjYFuoIiD_uDs-t<-`saKMEkb^^Jj#q
zsV_A)73nw@tFjsQZi~vi+i9LRX)<}L9N3v|F96GS@&p%JFHB9*+Be8-|G|j~9DCOo
ztC5tFp+w+}KfbN&&gvYoF77~ja_mj>fM7@m8Xb9z5ffgvvjZ52+$~hgCr}%@dK183
z-;9IyM*|%}aIdaNM-w0Qqa&XjP(n^awkV~S0Eg)#MK1BYC1LyGDSxZjB8vNExz`3T
zg+&~p{!S}5IvJDQ-^LvgiW9GbDNKiD(j@V5uq|Q!_h1^uKHN@S^LgbC)!&9HGP7yo
zL>)L+&dXW@8kvN<5yhP!6U6**Qh5~+;?jOhpUG2P^y9u8=lak;dil*%>^AWh#WQAH
zM%lv#@vFtINxy0tUR+nE)ZK00htmLA6bAAjG0J}UlW&+JBQ1ZDmBHix>QUS{_R1va
z><v~_$!7J3z6!%s1grSS`NWox(9{H0+}NOL=X)RJi|F6dV7(Sua+r#KU;Yc~I8WtF
zVIf4Mr+`pFnEGQ~PBtC?%Yd%Zh=&_{Q>~B7%0>4P-_zsgND|uxTDug|r?~4Zlg7Os
z&Vzs0%oauw>TX2OSJ^%4;T*G!`>MQqtxyoc4<40ra#Dj(-kBN!+&F5B?I?@VGKp{Y
zX|i=mtW>jq>J%{ZN&NzJhKbVT|D4DRVSq>isR4K_v;jm?QyJ?=`-8&~u&c6#K2cV!
z6e~=%{@NcZn3CjpKMk$R$&ERhUhmzmeDZL-S7NtZ;xna4X(QIu;y|>Aj|gRfgY(0j
z?+x_3%Hs-cviO}KEf1aCj#G=7**oooo!Su=XV468CTMz-Udc0muvOUH_x+$H=9f%l
z^P2J4c;U+LShTY;evXOKS*3QS*X)guFEGb$B3=q*w@?(fWJX73Js0+POii_wxpfNo
zNeIyJ094sc0{+Xf1@mS9iAk9QJ|VEL)X4jtn;9UxWzjTJYNhUGTZN_UHic-&d@QNC
z5;pzE?da?S@b}8hV!0^#<%Vxj_te2VilK3V?&zd_)QNbw*!ek2=lCEq(%x<&+1(Dk
zgVIsC2!DAZ!lj}R{DJQe!-{1LMNL`S7yYf`Uv`4btOQR}AH`Khvp=dyAPx+V8DFH(
zlA))-iisW*^krp)7vz1VT1kGN2uI8%Wc`1Yy>(QSTLZW4QBhElMrr8=B?SbeV+iR6
z=?3YLFpv(ZL0ZY7Vdz$RhEh5NlvJ8Q8ku(kp677B?|I&}-haonW-;D-?|biGT-zp2
zF;I{Bqrztx5cx0NHYP!1EKh+$(50ZWH=*lYJiZ+~H8p=9@KMBRefO~`cz~Q`k)I($
zj0YP{o4GUiYAu1<J1UR>?o3{vkcF;jQeGd98H-vU+S)+cp*v+>9m;(gthPZ6QTBs+
zG(%erk_HS@L>j6ZdF%;1oUG(5Nket&RBp#Q>?WBUd0&{4SG0%HUDp#6(3EW7tb?DL
zYn$DaV7ttcB-uV_5=6dIvzFk)(i$<d&Q;F|d5GNn;K>%qeQ(WNT3?u+>p=-4f)aPZ
ztV@!MAzuo2lx$&ZE7M3;%v`1R?C8&v(;8fwXS+;m2=rv>^Eq|8fjWDBx+b*Zq8u+#
zH@kCcCN?y`c9)?)=u?`0(8a^abL+4)OUjASGQSy=PwpSseyfby@2)MoOsI^K1z9B#
z(2mXC%60~)gh5jI_(bo|D0^{2x8Hgv{xyvM2|CZrZyi?tve6OBJ4UA&qbwa_)1Jwn
zD%C!p(wY;TG9-BCZibvXoe@o6><mxain`JUGU@HZGK^hM`z@B;xE)NMXi?N$FmE27
zv3JH}r<t4Q3&8pCJKZ{+sT$`?oOW!TG>rND1AUnQtgFveV`$xYoVtw=DOslIOd2av
zWHd%eijZb2<0f4Jlr!X^YNlDJD|Ir}JEoMm@U%eB&vEVYwjqvUCPA%5#mR*Ui`t#^
znk>-LJWca<UMiXl4wnuFRUB4pRBCmKM}m~uf_@X11X(5dN|(F^^@B!s2vmB01#&f>
zVD{^S2fh{E+ZpmwaG8Xd#ODC!1iQvK*L3nE;b``zD+!*(va0#zH(zI`87}@LgMVk|
zFYIZFcP-N-YL(>iW#G^pZh@a%TWtQ^L?#bJ^%^Gg7b>N_o(zPer(Sobz#<KJ&COL3
zUb9gdESJq@z+rFbE!!$}o;>m8Tz${Vc(fy~qp!Xwps4XsLzAa6RZiY3-9e_O79&AB
zkEWI3N<<)i9}}eov^7}2tW70~XC6hfKxRy&IENjr8tR;tNWCPuyON%(Rw^CfXQnnh
zd7(q|i(VA^BJM&M<n%4n+~XF&mECd|nP}|=Zzbf-5D$bUbTBS1C=Ll=mzi>GkwEp|
zYK*5uN%i@!m`i_EfATdf;qFa684J~hp6Fy}!<?HID>W2haq5^ZU&H7JXi)p5HeM=t
z3HK$RwazCK4a(dMbZIh5AdIrY=aP(LQ}S!G%r7LilZ*TWVPvRSLNK1d`AFh|SA9#J
z7i~dyPX^QnW-jb<58<zOgj;$p<Rv1&nFo!(g1JBtd)V+c;U0a#W}GRA=@j5>(zEfh
zECkD|=WH`A1k1U$W`wvf81i9r;z^}`XoB@}`$5_2ELbhZD-CQ)nJvcS#{?ZnR7jl6
zj+ix{g``bH94F!<QPwdj=A#m^o_aN4%L%_%tSv@a3Ui_7rYp}gVX%aLCHCqot+901
zMJ7JiA^qBYs}9k>knFe~QXSHbr_hToB~-vKp!anj=*EkD?s!_V`F#2^Ipd``JwHmt
zNcX8b^&BQ-D{7RNqFb-0xGipdctTzq8(+Y8GMj)SojGzEvRsX3c7B7C<L@;|!8v5a
zWqe$k>?l|tZNEP5@~v`osRsmM2XjIjk60!v?Nw9<j#A2_HU@Jcv_)qME~HgAb9gu!
zwBEdduI>gQ=3q0ZDgD)mLp<$2!#P<ww}Y)OMFTqM0=%S(<_zwj8tqvBdnR53U4K$p
z>$3!C5L60Au6^T-$EX3Sg@xKXNoOwCzx(~2R2TdGBmeaKA)I8VZpvuk)WE*roDwBy
zFUO2+;2iJlXc;9>bs>Q$e(2%v*#|GAjr!p=UCW3~?rFtj2I{Q~zj25gf#z^0r+2Jz
z>EnjONuI6Vso_96xJqh#q4eK!q4Y0ka2(d$msmgBU80FYss43e`c#=}sQ@KT=e8F>
z2<NXzGQR7E$Ja`qv?Hpa!He@~KgnF@RI8tv@~QGFU0wJl)_5If*>@Hz2)&z=JMCxr
zX{!_a(f9pU^X*bSOh$>$si$f!`Ahk|4+_Zrwbte)!_~Lw6%79}is?=mqn26Zw%PjR
zrat6Wk-_$z`SSC=tA+Yvf#U3xe`%OW%8^TSFK#@a7h8NIp)t6rDjxfTi^EBASbCwL
zMfQ-ESci*`jkruWepF(<fcNEnmas)6d)F$5o|Gm}{DK_&k^qBCm5P&hFyc88_Z~8)
z1xcQl@ZQ>@3)RJ;wj-zqd$m3eg7SZCm^#DzIW-<jKywCVgktTo4_lF?IXSz1qKf5g
zwm_9`Z%@T>50DeyaBQxBdbB&WHc?r#709i)1*Z@&`Iu-Ke%#Mmp5}en3gAroCk1V%
zgfborokVnA?m5fgK_+BAt;%sUCYaCe>-7E=?_XOUBPBB<Wu_~jqo6!27HUumRAm)x
z1B_E~S@N{<`}@d1T4vvh5G3+RLECcm9sX#tX1oJU2B=8z4fudICnwsH0q^(vVmdML
zVy;aIvU(Me1`H;7E5xfE)=ZmMCn`%y-}<kfDV9c67NeMCTo>Z-u)vYL!u;Bm{z10x
zG#;n@2Qqt#-_2_v9HiC${u-dQ8mOra`q`@qnnj`WMdyL@bL2q8e?bml7oodo9UUhs
z=H5!^D%X08+w5gUPxD)VNfH8kUcD<N#nJj1ES$4~+z|gRv!E2+LD=-le!UH+-Y2j|
zUheeJr};3lx@%MLmc7h|oJvq{OG|~Tos4QhdT3`rU%n6_D>Zh&IAftM$ud^$oiQt<
zfaK&wyfTiF^=HbUk|Z=?CQKBNJ=DJ)as~Dko5VCanjp61?YH&eC1M?CJ1r4K=T5t{
z?AcEBb(VUggxP2FDK~`JT`G|wUJ`9+t@&X3@bEi{eQ1?HpBk`&AHWrp{AOqi%fE$b
z;GC@O)QQSO-hFmbn@OhY1^V`2M%v%)0Ok5z9c~pETny<V>*W(}-aXogTDGGRTq&G0
z;133Q`Ac-On=gY5eZC_s6)4B69q-U2ffT8^)^Vdr5aj15aA84zB&^ClUBvooSn{EL
zXJ4a#!;V)s9LV7!z5|$}Zku12K-9&xN&4Zl$9pfY)OGryZMKp`rw@-omfz21N|egq
z^#<AY?=>n%yK#5{z}jdTx#<e-oi+`4M@6b?eJlaZWWDD1<%8bPyJvd|o!9c-q9<d#
z7zecl-F(fc<-$Y$-gNX@vSTmztvP6NKQq(j$p<SqpF?5ID$>93w}UPC3QDgZ%T@MC
z{1ptRVo!vQ`=Wot&#!sC{e1!<!PA~D4pS{4q>Og$he*11{G<)KrKz4G_W=$^u@-y7
z8hk9Pi`S^U_O&R4P!DB&&piudeiA5>7kn??dY5^Gt8xG}i0;BE%ezkLV-F@7ke?fu
zk-vPI>g)~<S^al5fgNxJ%E7?c5p=g2-ajlJ#Ux;=gT7KO)5%e>xF=Ed&ZBz3OG9&H
z!KR~m!s~_LFxtf*+dmn%vYoA7DF-u(<eCw_Ge=qb4XmdRRLrI0+Nd=wBtw{ze#O;t
z@iAKJn(JYQd1io(NMZT%yLX;^gy?|c@Sb4gUI-fl%bxzCY&_A34<>0{AFL<gZUc;3
z)E_iiBS|CO^exuiD7h08+!2N-q9Lg+?VnuA1lziOxzzM(EZ6(@L#j7sjCM9fivd)u
z+V&VO)h&K*&oD4DKC<0~?@b$7oen2~+<T(@!aG8DI9M9D&}o1^AhO(*hTdp`goR2{
zC@Q5KUb^%iFSUj1B1xdpKuf#Pn;VbU7CM?C#Z7a#AKNZzHo2?O>|GPx%W>enwmDb4
z0V2zQWsy8jdD=bMK=1nivV)Iyb3NKsMS^Jb?is2s?be?hdPATHt2gLg1zYWxo>)&6
zy`DaL`UO-U`0(?Dy;k2Jt=G1ha>}0a0$=pmK{ByeL5Y7h8|~8sys|2xoRbr1`ojD}
zkx_r+iCoaD@9FPvJcd(sLQnl`fFJSN(fmHO#EMS!MPES+gI^dWj4GhpTLT>wzi%Za
z<5j|51Hr%$oeIx&#W)>pn^~Y!&p+e3Ywyu;|92~AH7NIQNzGlm{lk!~5;**gzfe76
z0rFY~Td`pM%k}C^^If0oJUIaHzy0k8TKeub4ZWvve=CJt+W<*dWX-1!Z@oZAUI(=^
zVO#RN;Y1NYT$<CkoQ|y}1{)wy^LB4B8t>iOsC4i>(wZmpna^*ayl4hYWni#diMTok
zZx?zc>k7R^jqvlFj>lj1f7)ssj%6P=m}7!yvpUBHzWc`8sS|#WF)O7gPLinO>Z_Vi
zr$&0)h|n=Q2s9_x;zPJ%U5Z(sI*fWxpAD-F%c!0HhJcnm%FI`3_s3V0Y-idC`%iPf
zSwd=k+9PX+2F!+SrC{1ubzA$iWN5he>IhvGyS)%fIL)e=eU{Wmx!>J*-4zhvef&QI
z;O`GJUWFzgGx9`@PYs#i=6FsD<DzWXL)_x&jyr2d(_6W#nAnCxeZbG~P;d?K;S`rH
z(w>EFvI>n}6%^l<7CXU-8T_i(=WkYN!f7`1sYwKnXq3^+5jkCoye;RhTiHkNoXqjl
zf0(blnl{cT9aBJAptiSkbt#2)i*!Mf`rul7?Ve%N9YVfTMm_|0b5*pcK{Y~9ycv9v
z8}Srzc2!233>L%W13i_hWZ6FYZ`t)4Db@7peVe6t{_K=)F_W`brxoagE^Uq+wbh%N
zr~}~{m+9=>#HlxD{VwU&`9Z10fvT28^r_;#!w(%Id;AfkP10^eMlo~yfc^G~wa#I>
z({jA1lHv|KO8mI!aT??c+fq6uB^%^w4aJk;wuV_XTPKw#N<G~POf&Mj`JJ;|TXx5a
zW;a@&5IM)1*R%=3TT)PO`TXj`uHqA+x*>)G54K|Z*;oY_sS165+0h2RW7SJrKCW<0
z3>w)Q(wR+BCpL)9byAB+A<q&Nc9n}bbdtJnPo`q`hgW-+$OF3KA<o5cdpBa>-tf6c
zG3X(AHzsymw?Q6*s45>l8k%~rx|^>{DQvIx?cF<C#*@qBhFyo2TO}p1_YAFW&eI0&
zPSh{Qve=4fW>Vn|8O*j#H9SruelCdtI%TF<L(y_iW4;si<gOY|PhB<1-Xa`v#1#^r
zcPV14BPOPg)vg*ZI((n;BPk)&He_Dbenj$j=v;rZ?67yO7S0MRtvkmj;y(S$WkSNt
zPiI<>;>_uR+iF|5B?tHw{{(_{Gyf(7fV`hUj=9SaDTQ~J?gAfl?c0uQ{1}g)ar9Vu
zo8${N7OU+xQbyYM4l7I+<2zghRHn#}@hmUt)hd1Xee$s1$<AxYkq9f^vr76n>0y3#
zD0{YGSx5GL6Cetk@2Ge!mJ1x~=R^>SscHHS1&bEw*%Ot~8)qi5W8oRi;!rK##~I;m
z>3O7mK0M$yz?#D4IhCK!KR8d*z0u7)>3%B1lq1bUPBhf^sDcoQn45%6YoSXvGFr#i
zlJ`)xJ~y4o_sEE;gx+Pe#CCPGrRv`|Smbnb;5xw(ZQzmflh#h0dzR=44Wbw-(NmFz
zOtleGhjn<+{#Dg&)*LFX564X8+M9Rh45ipc>9d*&W2M}3)*7FS-(Dx}d#A0Q#?JBS
zK_|XfF1(6Fs1w!Wn-%9XA;0cLBQ>gD)y<a_YR_lvM^1I+EdTx;bP`_tV-@}AzCE&s
z$$j>37ZTZT^CO=yc&RI=1wT#fOY}5YhA!~UL2j?+p|zr*-D7LLE?#1lSEBW8;vf|K
zOQiw_t{GW9sX0FkhgO(q-#bsM6Ys@$cH+9Q1;MJeh;Hcwch^QbcjCXR*SIDU|KW)j
zbixFyTXb?(ijlu%ARkQs`uzNl3HYmi3oiCTIQ8FSgop^_g>YoM=&Mpgv0`*=)B|J<
zW}BQHo>?heF2~I^nVr45*LEiFo+bKEXY=3qfVZTIf2!)oWOyCED(d?9cSdDhwhv;g
zBIf#i>&MpYx1r_qMK|<@(B&Pof02_YlzM8gAFRLJ$nTP2q9MW}+`Dl=RN@psVP?!-
z&33C>W(ZCs&c$XbnWFcN^&Q6n=}5p#Sl;dKuGl9|xaO&%v&JMRH$qi!>)|^)(AjJe
z&Hu!6gZijmdo~}5NMva2@gm_QVSuY!C&6GAM9#$~c?=tLct<hYc#BEb$MCBM9Bx3j
zzc3@|4yB`P1By!s7b3HB_4O}z%ETcQ5RpK2Gh;r_-vSWFzX~QlogzxlY!RTGx=G&k
zsOh`1W0qX_BPpCzT1uQVZbKnVBjiA!U~ij&H}av5m@N5UYHY?U0S7m#KDoT8gqq$q
zPNb_~>y*x@lEu$wQ89P8tSp7WHn?z%2hna(gW3~lRBH1L+n<<O5+ve>`>*TjtV0+c
zwKsMZ3GPXz>~k?9Xd+ddas#^z;RGGTQBsK#P&1~XD@zVttHlcD<+ENKFSVQSpzuDN
zcF_kVk4WO8czFjmJBq9$FuC!0H2x-ApZ_|Fh$FJMxSSVem)77vI#!EhU=SUS9yR?Z
zO7lo{rAw^K#1oM^?q0!h!TGEQF|zS47>2Q*7kb6INK9{T2jt?-#{OQMe|W<*sZA?5
zDN;Mnc>8S@8>h8kn7uc%7faR8?jy<vAsqfm;u##UPq~iqM2ZV;cq5VuNl18t=CPKh
zeoO#O^75kq!$m>OChz&zM8*(2L!x>c0n-ewDHcZmMKLv<&5?x&XP?}+;rYnrO1m7B
zgU^zN6ZE|W9ZEPPEbd+`m3JAR?qV^DMh1$aNx*vtezq&Y<Owhb72`Lh3V-+$(0n{&
z`FuEYQVj-E%HU+Es--lg6B`#U(N4<z5hpbGz9a$n`W}H@i>d%lkq<1xmBgr>ed6Oj
zY9!{4Xe{E+a6`QV#;|(%5wi4kw!B1}kx6e6Wl}liI|a><`<PJ&!SXL@>?NTeVAmHl
z<0BNQ*pq6qT*)or)S7Pxm*Ip_dgE0!Wj&Dq<$~h#DrulvVrcv87IQVTa+GWMa3KRP
zje@dqSIq{-`7(X>wC*&CME@)447x{ux-C((Emt!{e!hF5qA<-0F$+l(=_H}U-k!DO
z_#&p+AaAC|E-(t?Cb0_f)+!8PpNWPoO76VHQw&hJ&&5TEv>Yd5?NVS13rRwTGvSr7
zxWZqNmV8+F?pxtaQT?lU&b=(1!M}Li6c4*gJy&O#{)e_AFN6;dOBu?h(IGEK2bnU-
zjwCWGRM&A;4AfePtW}&Y$Y3jDz+vv*^FEA<|M){ugG434HXv~V+sG!rtob6E<rJCn
z2YYd<eP3WW09lw=51Gb)4@vi-jpjYIVFZuO))T9uHSNw&l(DP2dX$2eT;n`~#E4=e
zLSH<~xmefot5PB!Jsv^4qP~(iC-Y~|TEaUT)67EmLQS$HAIY#>0WiEEPdR0$S0NPD
zUS6t+1@p@E^)qkBV0BOPU^kID590?nS!xxi*w^2zjWtcU+r4@9*`X?cDso?$kz~z1
zkz(SyJI~9O{FgDW{HxB*>2n-T(#R@7(m81JyoqM5rjx_$vW8iS?cIeXn3@o6t|WFt
zAS^vZL9DIM5@N&Ni4RS6nhK67RBYFJCP&it+xv-O&z;!cbqX1*Re7-YIpG~$3>-&^
zAA1TKQVauWu5rEjqy&lnjD?sFL;b?-42s`!NnF*MmlE&uiI}uzV^I+pEejScM<V>p
zi32sv%MD&VZoo=zsFtcp;g25sX}qnb6!^}@K>XRaYF9$_*iD5im(J7lr=#l+Ey)O!
zMgEnbrfuQDBpA;N4neZ-Z_Xp=sJrJ7L$H*0qfZHfklxlHd{~)rEjjhEjXELAT-$36
z%>rk+4AhH^2DRuzQx6t+f^)xA2(OfMoSA~UNICL`HgefY#CIb4af*gPFNB<GNsO=E
zw9?EyK||X`fTYbY&nSz=8_Dp6$g(L2;YXw~uCJQO5p$BTfO^Cd8A!i~yj`0T@T1~*
zu`_{mUJmQhrHM^dF_M^o3-8yP;BUU5r=Gp7$|B#=rvjUVY4qu~Vck%AoaI%}yYMuW
zRcFrndgx!LLELK&k;InXxv$&zoq6Pm)MKgX;aQ?P!fo;gZ1u~!g@w}Db|#_knOQmV
z`+{RU_em06M{m}eas{Ov^BI&{zMNs(4qe41L*0r~qbOJFqSr*;DVwcuU@SAm5Ew6k
zU|3svsa7+;Y4?4oylTKZHFg8T7}(b$Yfi`P&9QGEQ$Bp`Bj36V*EwB^f4#voCjItL
z65_BW_;1#d3k6=CeqW@2x5&`r7^0yud^LRwoNYN*T215MqPCfj*a+MbJ+vM;xaTE6
zf4%Y08*)+AGAGbR(bKtbSOl<Rkwi<M&{cbRNc2T`CYftZx+<XXJ*|)oCd4`mt4);1
z+^wz<wl9_>8LxCxG{)JsG$+kbMoX<xb&n!K$9?sd9G<Mj?=RsJwPXB#$f!oWN!#KY
zz<+T%WB5tFyL}<G!AX%rJ2Z!?k2>EWZ$G3_@WtlCk?LwAqbB)f($XNP8!;Ttndg=z
zUC@35spH<5#ZMsX>HQISa`YpTX|d#9O6Jn)98Pi(EUYlZvy!;uhWce9RTP7=n{P+<
zwd6weMTy9vH*=-k+)o7R9WQH)-*Up&?bC)a$HIJKj~&EOZk#8Ih$9WtJQc5pZ4dYr
z*o*sqK8yG~*)x|&%AfNso&ACbQnCun5nwI;$0$v>4Xo?){eDHM-Vh`AjNSw7_X-x0
z>}gNU)VwFC4H+r~2U0l8LYL7bWkaU3xHrFr0JotlI3_rRg*$`JB*VB|daCVNAwi7G
z0kSTE%^~6O>=#Jl6C;xhyJRed)|C(8ER)-DLlx?dl4;pK*nHqeEXXZrw}&^+Gf#&1
zkUvL6=Oe`1!Xduj!o%Ao`>H^uA%021BInI%!Qj&6GlJN!;R@-1zZalWMk2TpLM9Ul
z;x|B2ePsiE=Lxk`)o<aN<$k5#Sy88<LK%@4TJ;TLLxD4nA4N|mj=^9=!>ZE$`}>=&
z(M|TQxX|zV_<WKmsS$`vj;R?B16^n_NtH`T;eK*Vq0D8Xq1nEceV*is?eF!g8Z06R
zR5nZU*n`)KJ*?Y0&IEmJPzW~P<UwwO+IU-;tc7kvo8{0L3H>7Z2(*JL!XhgtiBm`E
z{J$9&`WL9kbb!wAzqZ6+3Y@<dh#BC*0siXoF#He8ug%4H1?FrY=AIa7RI-n+J-6L&
zluRYV3VE8s3@!bZg&7^g9s^4JxQIuTVVj6>*iZZ$Zf#br7QA|5i?ULUJS1%zBarP)
zclE?2&^v`=8li^240HtL+hIMikZhb+(y4s3#Z%k6zVdLGeb$mNd1@4XV5yX2WkMDT
zw|}IpMCevrk()!%d<QRx<A%N4I?OYv4S&$9nd?W|+ZukF*OTM4YW0+RVyC#Uzn{z*
z%k7kKGP}DgbW`NORqp4qVr8_IQ+gk55Y8z~L;@Ut%^!`Kxim6#@(!5wr(G#&6tM*K
znPfhV)hVs<V*9X|nCYbyU!Qal1O3sND*L^*!3`@b+uGXi{UWvfI}CpVb+ipAYJWm=
z0ijsu-(`^Ba04O3e#r2=>L>%ZsFC;N8oIdf(CD+V%Ryi7f{^IDrXMNg%KHo1qR8%U
zV?}u_N2OJ~vm0a{9<Sv6++HfNn{IfD943eq-YtFhu)<2^rzoYj3m~%t1j4{?{{!<(
z#g0*1)E|>%;Rx-_tmofhX@p+K>DPg}&EpC83waEEd>IrdzL><ju;E|&1C(MKKnQnT
z_`09Rwz5vaZ~;HTmmexJQ(i|HPQn?W#_dxjqvET6t$6HKdd8bcGHN`ha8isN^jEdP
z@S@V{z@ScNh0fndn@|<JYEvPTP}!JUQh}+Hyi%*|Z8w8LF=3c*;4L5EA%(p1Q0@<R
z;x))Hb~hV`juphde^!us9Geh>%8J=eQB&Gosf%>R*a`mx7CCcc!v%!~)SLd~8bVs4
zNmqwV9V@*#kL3aBzQF>)h=qcO!mea^nitqXg5I*}V=YdMIP1eJZ^QhzMga}i=U{mG
z)9X+&E9Vd8a=EV+k<0u5dF=J=(<ocFAOI>JuP>JOzD8F7Q%2bH$p*Mh;J6ydiC}<4
ziaLD5>ZCG6N1id84HU|^v`C(_5QG!~_}=3p?J{c8O7Gnt+N0U+gnR4ysspT5;xUTT
zejc9y(*_iUoaV4CksS7bGGm$cASM`C9TM(pg|uuOi$=LBEvHPU!vT9qFi=SNDrUZ4
z!HMUu{9|^cnZ=G}x2Z5v!~-<M;mZZUG&nU&G(md@xD3YMaa?dg+S%@FO=>V;5k>Ba
zosN%7C7|9xB9zm%lcSNH91H`)Y>aN2VL{IwUj^vMq!U2^sNCr{UTJG&AftV;`|<mJ
z%DI<Ujb|)zvEmVL7W>E9SXEQgS{eEMOrr)|=u-EltY7N+?vIDh`%r)ZtXGxOkYS?S
z4eh=5OVst)x|5RM`6=!5StA)(odrkeM5(xWV1p|sR9#OBj2OQcxl%MLe)zmD*Blfd
zi00CVhL$~6l=ZQofVvzAG7`i;fRdLFlwp*ImOS00e<WfW;%&`!Gt&n<&xM0B<3Y#}
zB<wkZC63<EE>$4clgz@wMP-dD$wh6=RjdMJPRc}rqz0eY{f3@(GX4eYTPfXJI!99@
zj#>_50PNe~HRD%V6CTXbygFnkjAL!a`p27z;8$_a2D4FKa;m<PlLc8aS#|;JY&Mm2
z26jH_1(bdP^RI8udnX^=UZ0f)Axn7QUvX-R>{pMjoR9-=>tHETlUIkxk-%acwF7`O
z$-#YsEBoLMhX3%IDgWj*=lqA)e1~1HX&n%0n7aDoCnarwgN5((KY2mQHpxTPrc2Yn
z(r7T(d3}8c_#T^w{2J=33>hH=fx<iUjvc9wY5=qYXtbabQc{PiU_^V_C-e34I}~~z
zZ+RH-+xDcoHFpZjN~;rosJ5GCFOND2Z=9_ctMqYybA_Fp>WE|JOJLEr-7m1rjsBZk
zQPL8#S1#?yWX@iBuRnOeD;B#^%Sjc1%%h7zTMc!O7Hxj9g2x&C^=tF9Di;+-?8l{`
zK1(B|o>{)2*Cs7D^itTN+nI$vgWb(4U>mbp@*SRM7u?0SkKeHtr$#wnBg$y>{CF;(
zp=ssdU;!zNws9J#a`bI7=}eoQP6d9AJh%)2nYlGQ%bOAMt2shleYJLRqVp8F0qh&J
z&v6p)SqN07BBf})&>NMIaMg@G6N3Dq4|SZ<hmL!VeRbaO`9y&iKnx!&Yi};fK<%`u
zVz<p&(kJf~8$kx@H7Kew!_DZRV!^SSC(7qsX8q@4G^7{XD>2m>V7`4$u(v$v%)E#I
z%Bhmm(K#T}5>_{CDhB}Es7F3-osmxdVy}X){n}8H1O%0NMdRwf9G6+K5X+LzRS4L^
z{yiEtk%}zR6ER79p5~ME71rHyq8r=o4e$G+gytRQk^KUx?O$4FUzFj9hcGeD??2`4
zd~`2~{8{lwQA}R86KfW!l=L@99P#)DpGzM_ZtkGIYafG>{r-IHj3u!@E=zm*lv_0P
zO2$d<k1=d7cvcn*nVR`lOt16djJ|1!3-&>xs5FL68UC18t$_38ZS77cK#NWDw(vf+
zmSpJ|8A0kcWqBuQs3Yk<s79fC!6dG)hAXFY_&@&!A1MkOy8-Y-krdCdUz7g0=l}3i
zox3$evfg7G-4QSZe7HXE-ny@~AG<%(pE$01a{JBNgZhN<aa4ge?-xOKT|Qcx$tqS>
zTa(5KVEItl4b;D6cvC3n3oe?P-uDOSB~2<fvwpP4Og6wWIo}lWSWEU<OqKj~Sm1AE
zRtiwJ?ld;T`A?<;_{9MEL~g0iKE$dwi5<HLHyQl_;J*QgS|B;@xudEja8*m{zax;y
zWpMq@@3oSI`rTKOLuC>LWAv>$z`BQTcSDO9GyHznA<x=rFBn^ccF(!a{F~GV^&9MT
zrx*8(+B(0>N8Blt>j6yhhK0R;z{h5cqHvuNPUsrHzH;;r!x@xhh;sg6IJ=iN5S>A@
zoe$^nyu1W}j|i|rH={A5m`~rn|Ea)$8@*1k&Y&HVXD2RsTB%6&Pz;kULc~gc-R<0N
zF?LcM{rPY1(C=Cw(?1;<#`BI$0^~axK&)SHYZ(eMpC1jeVLyq-BlgGC3i;we-`}!o
z?WgctR8+TjPe0IHSHQNg?A|Re%<lO>uh>_({mlFL(2zr1XteRQ0CU&*@AP@c#l|!k
z!?U?3s(H7%OE>UPXd)mA3ZT=qX;$6?HLzqXaDML&5!z>PTUZ=NPZr>0sX(y*msIuC
z)@3{j@C3s+N%?^rI|0)GB%kaAO91On2`;X8N9kBnYBetaVEwPp^Zw>0z=g{E+l4CA
zdMMN-?Y{c|B@$7crZ^_~dLe+*megoB0pVuvUY@ES98@-3fp$L77ZT6jH-gUY;1U_Z
zERC{y^QI8hwaNbNA_G<FnIS(#n2I;%u%}kg<Epo+lb2BC&G$RYvhMW=73q)nzajT^
zANwXm3{Ra|ityfdZ$MEc!oy->HCXDUNs3+S=Q<pfnkF+p?)YHI9_k(V{faZZ;h8@z
zD<w7BC4zKLjM0t3VA^Lem-$hX5Kt$Kh>E=bm)zRHpCZlP#u6F}F!ccntYv>N5ZOWH
z+pwQ@bTarjHe@Gh3~C<n=zBHg-p|;m^*kf4B2e=J$VUT1j>Fp-as+_}+~(q9FIPNv
zu}|A0_ih8;-!00aBd~qzd3T_Aut;&8r9jBtO8D1U)14I29Es~9*JH~OclsED44$3*
zxJ{v(ZS((tijHu&O50NS63;mEK27+BA%2Y!=VVV;tCk~yG0CZAak|yTwF)ty4M)%2
z-YN?}=6S7^+E2vIw799P=Hi|JoaE=9LhRmbxNqa!#j#!-D;vQ$&iwLfQ>2QHb6z{f
zb`wW@;VWK4RbzJpu3bpb*E>R4$d9@DorCK5PBM=PUi1t2zI9FIOW-jXNYC*;tkH1d
zq*i$!4H{dkQ};A-CR!~|6o0Vo%)Ne++Wy<~{P276mc{eiPe{*t78TDzn=tZhW@EJH
z_H0Qbmy_Ukt!rS|Gac(|J7}9`w3_?#BWRIlEcqzD&`#Gz)u<#PE8Qmj6U{F}xFmdu
zHl~nAQjh02j(-F(#5Hx>Y>AF8Z;*7Ndq6}+(3^$keIJ2dDjxlTx12HyR~S5@$wx)_
zC;NFy|G(a>NI*hatPLlM>FcYpixm%?3-wTU9r*GD&#}eg_+e@COo)EVUUzF-c{oH~
zinrkPyX{y<$=X+6%l300DTcVx8y(k#rb!_%6q&lK5aQ-Y0ade`RDG~p3oZDwoq1{O
zlfP*G!{a?mq5PL?BZ+Ua!nKtes8zL)uqYFZ!EffVYygvD(@VUAzE%0n<$&~yO;vym
z#hb5>6v^|$ZCNsNfzY&dU4&g|{eJvUu1|U5p<EeBgsSpQH0q^H%Hq|7v@gXSmIa&#
zTUzJG62Er>N`7)uhtB`~$?&Mm#&kgpp5VkN{y;oVV%F8}bIZ_-9J^s;GS6cA);bUH
z#>lg|7$z#jKOi9AURvR^{gR4JQyGs!TU$@cLLCOfdK%uJs~Z3Rr=Mi2Ev;(!Q2`OZ
zR5Qm-ZFy7AOybcHb*v-CKK^9n(b_9xIx+-8Uw|hEan;x-V{OYC$xKO2-!Cp7sf{8-
zKwsGy@)fKVy#5nsJUh^zkEnm$n)wJ^EW}fUBv#GM-v8Ac!)`gN$Qvj4TD=wVxhAfM
zCOLX6OS#|fz0%#2wm;>h({t$MizD>U_Zia&u@A5LBn@&=<gvF(z=yI`eBey*Y&pDc
zHbIm3R}}m7<R&Rh;V?{_um9^u>zdGy;A0kLWnD{lR-SL%cWssrcHU=KOBmnkv0<WT
zlt5t&t5!yPRwsUJv{F4{e_7mi=Ugf}J81svs?tAK2(j_z_ZYHR$I$M;$w&}t^p7Wh
z57GaKr$&fsD=OW$w|*{o5IwCBlB0jjCj7tttUoic%_ibd{o^3uBoVx~*N>G`_LWNK
z!!J}wQuC&Kt|kci{cUjT3%7b90&y=p7nOfjZ}@L>$OXGQD=SbFWj?8jkJ!qj)Rtdd
zQt-RU971jOrLBFUgX32~Yx};Fi6vd>;vn~Afb!iPiSx&}hQ6XYbvxpEgKrpcm@dgl
MDM=QKKYjIo0O|>AdH?_b
literal 0
HcmV?d00001
diff --git a/log/zPythonScripteTest/err_n_plots_multi/IterPlot__MultiFO_Vp__fwi_CGREGINNCanonic_iterate_m_allshots_5_1.png b/log/zPythonScripteTest/err_n_plots_multi/IterPlot__MultiFO_Vp__fwi_CGREGINNCanonic_iterate_m_allshots_5_1.png
new file mode 100644
index 0000000000000000000000000000000000000000..9f3c1649c7ab0579c91e0462c97b7a514e668241
GIT binary patch
literal 33135
zcmbTebyQXF+BS+}pn!ms(t>n%_aY>v8>G9tMQQ=k-QC>{N_Tg6clY`x=-%)C?em`R
zjB);8z?ci>eCG4qd0p3y-&YAC__r8up`f7PzX*e*p`e~C0$;yioY(Z**&L3uEJ
z0rAQ@B<v^JyI_r<UkvsY#W|xF)pRZKg_{0?hhggY{6gF4?Ya=&n`iICy+RO$(+NMV
zd53s?ea{E~0mf?~p7vnsn<s1)1*Sr67gG^gJ^SfHsp4LObtXGKdp(9>(xH&Mf&O8m
zb@l?Mb+Tg+t^EWxh{>__NKxHyGV+EXq{zqXZjW|I*)YmD)mCG}!z6KXpk67rO5Buy
z%gzuF`*gU#WYijU)YTqX^!EuNRYnK=C0J-Mgr{T;A7*GJtA9`O9IG9lYv!z!vcSJ8
z*-U<?vOmWYj0gqAlkuAe1_}yq<Qv`#C@4fj8bsjD!3@U<-8$C1#&IX!Xs^8BaW{4F
zqIE8m-I>>f$lEZw)!7MV$BM@Kohs!{2-5n7Db<`&9GDT2p8oU$%rht`5C)tVuo!&!
zSA4*?&{xo(fRza&D^T_Yhnu*a$@aelrQ*F^+YIY#@BfTwU!l6iN;pkUsWOyUu2h2b
z|9PWu`9M8t%f8@Oq!l9BQE5p1!|zN;;}1RW608ahU;BK%H>diXqTDOO9Qa~Hj#9m!
zsr6^DDQ(<cPR@`2%S(#{Fj8K3ufyuTCa6$ORkbO|gsD+R{KP8usr2@3@IbpU)ndpV
z&lfiv9*<v_toZ-=W}Y7Z%U-S=cyUq+5Md~XO5^DyC)3|XZkRTHLTXv}jjAvG^o4``
zc(|0uCS&<?h0_4mygEm+6!`yr@BThP$|=xCo`7sZOQkNdVkMLdoy(W&?RVkO*Oi*W
zF9OHJ*!DL@>V5R9nZ>D`7UDYJ0K3nF@Q*|Id!ys%7-oi%7><5R9~qhvX`*Ug(P#Ry
zqh3q|W^M-k@xlL>efo34aTP`k=qtFU@e71T{TrU)g`;8EZ3yo?DVm_Z7Z{Mz4XY;X
zc$m~zg{pr3Xg7MQN9zkq>C{O6k8N8$^mYPPSm>dj9B(}fagGD`ygGL|TQ+v7wjP%}
zxc|0HhJUk+nyumRyY1IaH2R~7@z}81p5%mu;o~c-DOH+WJGlp%%rs~(r@h4|BLOEq
zoUi`a(@_8QXw}1+;_+!R#KB?^$Q|tI9pgz$z^TbBQQ8|~?D<@o`d@6()MEBO@Mo`y
zY1=f)f7NTs{JhWHbJ$3xNVz{9rwq8iHfSR%-{!_O{XwExUlRf?wD8g8ZarJOHbv>8
zR(~Lljp}|-#oX0qiKlV0F;ql}y18K~AZq{%-D30Xg$0S_<qN>-t*0~_ec^Y7K#Y~=
z<_*`WlRM>l)U&15)JX7K8p>{Gzm{&Joge*<XUq`hZL+&&(PZ5qCqy8!d=LXyC;0^C
z@%X@O;SyBllSN)&F11?A^}N6Xa<l0&<KM5z{c>t*j`Fi{!t)>2KQwRw&L@=(Trt+*
z+-R0;mIMtp(;T8tCajjN1W@-^Q^bRblIhCS>R0-TxvtmB+i{COr6H|*27Pcda9VD1
zWjq|Xx@wFS&Cjzln{8r`6tmr(NL4s2TJ3zte(bfJnW^?;j%@OSwf_7kv<>`2GYLIE
znJR6(>b;h|*$5G|)^DN?&qkM2HYMMUGSr5&uB9cX#2TP|66D%@rIwIsR>g^aNiwbH
z78d2KmYXkEpj5y9BfyLxt;#e&!{x!AuzhAWS5s*sc5|-5_0|mE>1a^_fwe($V-kV$
zZo(Df<P9!rSUC%ziir_XLg2oc;74eV6#g99ADiXa5iz_7IZ&v#F+9v_4P15fT^c3<
zYzu>BDWqad7xFMuy{NvI)w9P+K9asPlzKl!(sku>`OsT*HQRjPUZ{z(x6rtHq<Qc2
zZhyAW*!S#xZ&{MF+rc&Ze3gTxE)(VoGzZ2@z?(oe6S1pk)Jpu1J3H9#d<@?cS03+T
zj4zdZw{D9-q0y8Co~a;ZgQyTEvN`G`bIoJCb-9?HP|#4hT6144&KCt91j$QYaPAdH
zPj+ZQQZoJdWY|!6_;D5^QrPTOglU<*6LRwMjA{<ERfC%Yw-Ml(O7d76D@SC)Y;IQV
z?oMOBoCcRA_vD&``e=y(te1W{?vN33D#%TEu!i%MrYo2vRCwOuRC{;AwAaj-<NITH
zf<ltw<-I!_ZGw4`>@KxRce)~aO4*B_R_wk%wL(OUa=D*Rm{zLo^RQ1H%}fhXP@cI?
za=){<D&hCr`sGo#IDeH~p(2j+<XKCwSrXXVA6_9fUfiVB)q%9zDSF+GQ{ww#Wjc-G
z_ovHy#hFzVzouAjkdcz!-1kGG-9ohitEFGm*lF6FUNXls!Qp4z2#P9OjZ%xbMrYog
z(s;JN?ye`kk!(0t&RwfM%R~<WUnT2yP9@u)(i^t7K{6y&s7z*E7@o&@-Z|Lo8oO<*
zzOc5}DmO)F%ccyORsN7bM2IsG)#O?ij3Floa=x5spkH0>@b8a@Y)=%{gALZeWe@kF
zm7Fyzud_3KnJF_f69*v|U$!B*$y}}Ck$b-b5rCv0%}~?VFjVu}-jnlkT7SD=K-AfW
z&2a_h5}V~P0eR*40}`d$#dH$q>p6w9Kj}@wYUPcP&HhLd7%+=;*#g<aDSGDtEBu|2
z%zFh14(ZvY8p~F(QGS=XBDLdCp)+Fq-ZFI8ni*Gt#iy)$M0o6A(i1Vf4T%hkjaF9<
z5m5p$te*{U4;325xwU`o9{S`u3Ne{3>or!xefo=~Z#xmR+aC_b70`*^=k^tw%(^XS
zUW0VvI>tz~=PEW@NwZRW2GpDzC(e0qyl=i?IVI?@J5$p`rkULDlMPi+PIs~_;Bsb@
zuSwC+^A<l8w>W7{TbUm%BB#MEqHXkKNx$gA&Y8|sZv2Uv`=bg@bvn*-&QP-~ZTfD+
zM4!M6bTOdfu~%D+tWw0x@jSMGWi4btTM!|Z-oAaa{<4|*G`w%}1-eT~UY-##QXn>c
zg}$W1M9OwG1&3yw23CqJ*|<$N4-W_k(ci5nVl^62e!r(@?9!RrT$-=7PM)k}e(^&M
z0i$Fc<*ABbS?zd7xj*a&MsroHwbZtCS{_JrUQDk12^JA$55}e+)0H9TnqRWr&wrQo
zgDs<?e6o(~$x6S654_~v{_-1rGaJ3>Zs&Ekjz4&SL;I)mr>%zT<SZG++Kj9$DpN<J
zxQ?7q-G!Td*r(^AB+%-LQRt2QJ|3*vKeHYdQ_97xGQGXqw@0g|hBR+(j7<{z8BCS%
zv)dYN7LGPOJ&T98+6+4gmpcJ$cQD6pd~qUxTeMJN_*%EYU@PhN;k@VJzS2xY{&4Cv
z8PX8`0GVC9^Y5g({hXBTl2r8-{-YI~-HRDAOCn-D7G#czgH6JU-O97D&#g8L@9Dh~
z<o5VYH<g~r?7`c!Nt?f%+ghn$<LMGP<-1VOg*s{9qr99;gsTgTRG<y_6S1thtjw{=
z;5zf~55r;gO|adVy3}*y0}VFPRNwOkGccRc{S=S4o3rUX<DNTl-$pE_-Pzf3zmNCj
zUTjPTzvC_#^a?*S-+f&+_*9C0wVo^WJwF(a1an<|8~=I9^(oEm-pL`c+IX@k2CUZv
z=^k{mbVrUd9B03{+sbnuc@qx=z`A35^o;%HQ>drv!w9Z5hRqfZNhvBZsyo3oi)-@5
z>g*y%?%kFLh{64#$GZ927s7FIFkzakk2Y1|*m;l8@DOM|UuQGT_L$cfZCbs3ab^fY
z#4Vud#-O2~3?fD)*$*@>o1-qGNy*4q_KiE8OjA>6+;(xPuD2N>%B5QO3yqABn$1l2
zxl`%lB(*yGLxb50)7#BhE~7;D>f2FVD%O*(hi7I#&_IvHDn_RDrX8{Cdd?Z-G1o3G
z$T1NLb_SV3Y!BrY8*QvSnYTCc5=FVxZ;y$MF$I4+aM&HNc5**#4W4qmeg9O~h+B`s
zqb~qURbqM{5W84^Hg-C|`mk>w)t69Nk!Lh{v0v|(qcVBndSiphY&NAJ!II{D8N_=w
zN#El^1EViRdN#tm3?rFYo}(#z9AoWA>M~S0BC{<`;yi!`CQ+8yqC?G5K*}}oKzYuA
zt4!L+h_4cWF#nB*D(Dw^|2M21YtFbsTMVi7u!LWBh6bpqCquqf`D3Npvp^}a$#3t3
z$Q-|M{cHI#F@6{RUu#yr3=G@V+$>&A{uIn@R~B><qMce)WMerpjk4&$7uxFMVnrq)
zgIh2QUkSLCKX408)RzQ>7a-pwVv@f%qhCWs?+wp?Q~yfki_v1#%RjYVM-2O}UG0!F
z`+`O?BKNfPz$M{a0~ZoOcA_KQr@B;FKOInxqSnsaF2W#m*0o?u+~s0JmMX#&@YjH*
zWG+5<kk>Ua15)axv-idM8|I{k0q_vfLtZ2qzK*0*+<GFsyFq=PT0n3$%G{DR?u~<=
zfQkTz`RNz|aHJ`b9{(uJ8PbhpPhD6Qq+9opRclM_NBTD%&%cH1&aI#HFA(&UlgH=1
zS&*xGA>-qLyzr5i(hP2VD&t#2mw0_F?(?A>p`>Va^`n7$Q8IaR5h7__Pv<~f_Pqvc
zNsEnn)3bx)E$zcO*FjO!85GW&qe18My_USax!TKJ{kfF=Uw*_`$JyNKVYNE5Rr4}~
zO}V8f-rmQT3)kT%`G}2=bsOH@*f?QP<HPUkQw1gprJ540<raSh4Go7|)5XJyLjKY5
z$%5RQ$@^lY;oxj>+n^uQ(xp!2&HhjIxWm#SLIW+}Nf-N~S@%ajSA*C&aDpk7WsfiG
z)fFp^MsXo$Yy0jGZpgOb-D82(97)2TI|H$uIwEL$=+x>ek~vQY11rDHo+XMNDyk{j
zwjueJ70VYdh=Guav0P6B7p!#uq@Ji9Y-b#Ityf6*%Tb3|^hOp=%WE=%@30)Y2p8{r
z6Kcu1?hMYmkaPp(+>cV36$)p@Qu*U|-LCtICbZ%Lxn?zve&>xx$`KL@=!;|bHi-y%
zdG<OnN~txnNoE3@0E$H=XUdSC`2LUypZ+bbjJL6;_jML5gYxAlJW%nWA>H5UZ`$qV
zIsTaW5X|{Ng(S|YZBuW@Az<NzM?t>3T`B(L%yZHT(I4oYx{zA0wZGu+EEEzTnNHQH
zDU~*HIgU~WXG>3zh6{?Z)y^%>kjtB^18Y+3yW4OiE-N-N-eoqMlK|;@Iyss$rFhUd
zSM%U=FXv925=y?|cxmFhg_0!woJ^CAnYq>_UY!(aU05hjjass0Z)J#IX@-GPkO-r%
z5g!-El)f6}9awL;*r<3#F#KMEt+t_5(?qVF2!CfnJW=;y!M*8ZT3@B!cHg3ZeA8h&
z&$Bao5HHOSIfx5Lr+fK5j4BkpX0ug_ZkaEUJ^>zU68q5R92qH>Whj<lQE_K?9L6Zg
z#TX90x!8YbHMBRMlU0+IrTO;jQ?>+-W5>3(*ywn%N8v1&`|f@_$mXG1GHfv`IpE!v
z2AlK1$!1crLTy%Fos%RG;(Xxunb*%&f%Mhj7e)IB0UWi?3|6_-S+xQoYqS6MEWJGv
zbmrMBfyuIjC|^)SW!a0HR01>;Bkkavsw%hRm7ewh@<o@^^u_y)I~-0nLxsyV8G69d
zfW*rG?vS8aO|3K*97UyK-%tH8Us6)%G}w0;J>cTLof|HsZhby&rA+&$nsQS-`rX40
zxlwKHJYMxtb9ewL?EzuF%5d}@{?2^;E+M)k4pV_f@B#K@!Su=R7P;WN&3y!JW!K|O
zdya=KYBqbb$+o(S{e0I4Z^toV7U7T7Nbjh2ZI@pn3kG7Ss>*(qDs>!~Lk;GpT|H;!
zQmt~iCqTF_$f)@`;cbKhY%?y<3vCgiCtD3Dts<}&FeCLRmEV>1LgX8@CG}$AG4p{E
zJRB?$%dj%+>;7;)8iYO6Twyx9LJ+*?zD*d8>v*K!=xlp`ck1eXy<09`yj#1uiNo@h
zImLZ@ik3g(WnR8L^6(ga2Zsej^05~)j=nIRMT?F`XgKjNUW5$d+Ha4zt#<6(9ykjq
zF(>+T@0t__fXKu$(?n%KAkuog({#cSnpnXwO23Z-4Wgu>KHVo=&4uURtUsA72O7w*
z`|+oYbJZM!wPNExKkL@7aHtwRtqej-Z#fci^P(~9@>L`fLNl&fl@G!Hh<21{!Zu1%
zNm43yF&)HlI=nL8d_V7=XTL{^Id<CQoK<Of+Rj_Mz0s-R>MC`(pawZTVr*~sC#bZL
zYOlau<OkW`@ApU%tiyttkO<%BS~nfv?$6pocIwQNfL1<lljykTThg*6=(R&EfH#
z>^nLqAvd2!8E|SK*}k|P$pt>^&w+eCWc5*sYpcmQI}!!GsHni{CRS<N+Ye;b(U%E2
zyFYZRR6G|80|$L%yo%9&g*>cc?mnitYTk6d3>av=ouT{AT4-P-DG3;xK2PlD4-J~-
zjC3FPU45mCcyrQ;A5U2T>TG9veRlEYEm9`&DR`^gcGk#f2W)Uv;wCPOW#yoOpQkD_
zuISO31$d!(f;}Ivhr3#DN$Nc~CrvB-?(HLn1*I@HHZeIik$s*l62!SdgP%83Mjk5s
ze)z$)5~TA%aP;uvsZhGuFO+g)w_nIMo-iRLrQ+D_v+Q{eyiISEno9M7QQfJllRZJ&
zd_6)}@e|@^(H@b@ES7NA+b&9mNj{XSjfr1oTA!7b1ZK0jT3PJ~92aMZf2h(Xt~5G3
z-adRk96_2sTdmN1S7JTcR6fwS-e+xQ=tQB~tci(ayE7*5<~>OaB$NhK$I5t<fZFu~
z_MH*P+0J-nn$~C>qY6g(xWuNr!Dto<=ZlN&(ZY<HlB_DXYyb26+i0eVhir0Y#NlP%
z^C*o%)k@3dwDBxMw^PhHnL>{doWwdi!)EQx1tsgKWb28m4u49OswA)v+%|c$G{}o7
zcCWb9?)0Z={9W+*D9xEWm3%A2;aLFW+9168TRFEU#YJZv1AP2__qcLZ=ymp1^ok<p
zKr_#hN@vrASwX$6*Kx+VkZ@IdyX7#Jk^;KuXtc`L4_T`SS6X{ppFn2-jI$>gG)7)b
z_4%<?&EiHw>yW(Z2?g0epv{4!A<w5!l`Y+B9rw``V{`PnyD06{M;!JF4>Dr2URIFA
z761i5Y|gvh8bvUdGB4a&04-^jp+r)KBCG_^jKI)l4d1!HX1y)26cBisPtLq(F{<tN
z!aaGdben#IT2V<=^~$riX`<vP&rsiHXRIjCXcO1mRV2uJm)WHGTv8Hg80fz;LNB8z
z>lfVg-ykJI_KO)B!<(#+NjaTt=IU%G1DPeGjg{(5<~0snqQF!Q-&%fo_|Ks{rSO`x
zii%U)NjFdMg2QR6A$ODW!;i?@i*c7GXUJ<<1+~)v_r>#Ibib{h-sXjB$!Z_6M7GM?
zb?N~|xYhn@uDY!i?&iCm*TxfOxw*M2O<MN^!A-8mgw^IV4e7w05sDM=6)xMt50#?i
z)VXLVuS|Z}?faWw?Y|^!_XZ%T`lYm4byw5n8~EAF!(z3Dnv){;hAU6<hllHfd(T(r
zcMF->WclRkInlvdZ3Lkkj;ZQgv3{{Z%v<oHUJEDQPPl{WE)816#Vrdp(apj?+}qV}
z-8gGmCw_;VD(tD8-JXAPtccH6MV=9*3qjvWR1^1`6*bVvfh<#xy$y9a37*Ar8mL}S
zciA<S++Wn_^{+Hlxmz{V7h`p;Fwq2(oqNN1?l~sP$2cMhmYdDVgxOqz$&$T!75ekN
zc)*h%?y^PWtNP4R02{BI<d&7IlyS4&_^4eRXD9f@??%=`@f8r=UlS#&a#^*d0F@k#
z_6D(ByggP<F8Thj<C&$en$2=Ir&EqKO(ZVo(Xemv^&x%vg1h^6o$c%eZqEKx={^t*
zByML)HCT^@bt3`LQbtB*vRES+NL00ZQ%k=alj9zGnHSaXW{hDc&8M2QI~ODpXK)-r
z5c=#O@#e|l4`3Lz?_e4SL?kAlIu`dJ5%A)!D-t)G*!8G?$Z@!oSlUou=68=qsAmxX
zeF$R*C!5tEdDE>iX7wNJN;~c3`Zs87SzX`MDCAjPpY)@53!iEW_6%>FjIXR*sw%>)
zeWjbb+tT#Xg<M_b#ucoJu2J_YUPv}$^vl62vpFyTM8|TwMRWz44nIlKFCd;l^*>eV
zFtoH@<gBmjKL7w%#v3_M*T&AdCqp<~8_JIOwD3EWXUe$&b`Oj7eL}i*9nA9NxkEkr
zb6+G}gkLG5-f!p^qZ(0Ni(S0`%KRnfRN&pofnKovcn)UUetW-2LOiZlH0B1(Db$~K
zfJpYSn1Oojlm8V(=WmPf>hY2ndLPopv#06}U!0?6Enoc&h@<0`RViiGhwa+PEPDu#
zLXipEaf~{9Hlx}qxotYZ`Yxgss0y_EJ4>~gr@k~v?QQwxw{W@VNTC}o)bOC#u0f=-
zetYZUBMK3rN3;Q;If4KrjPIvQ!OI`7{=6;k;|I%xC)QrqP)}u+aCkBJYih;Wf{#RT
z4p|Dax6$ZP-A=58&<_4#QGl6&DI6o4bgg>^Nd)N!=$>^<VL_R|_Y~ZE8L5o#`o)PB
zN{EtliQUOQy%m1uXw7kdVz~^<cZZ{?D2Z^0hyR}>3t}&@+YTOzL<oPc^PwP>O+Q5N
zsS`xNK7y*CXL5P!6GZ`ijkUsrd1~J3?W=k?Tn;K_-vJXS5!dP>iwl%vOr5^l%cLEv
z!yc<JbU5WN_~nf4rZe5|1%~5~*I}WK4@Tdy4q~|g_M9gJM(PQ4@nCJ?`2Gjs|NHuF
z)MM2+e;J(RK$uJ&(Vn_F27=jfIm=XnerTszro`8nFGG4K16OE)y4Q7y6;uDB0#CpI
zmPs~%DTbgA`VV&zcO>}OOVbF&y#9N)$Ln})zm$kBzo7$p9?ZZR08_alra7vAL{|24
zzl8D*+8c3TDNd02q#f<n`u6}+bn!NRa1O$HMu2M5H2DWcy$q{HvjhQteB|>`pXzo*
z;UW`WysA<v`PIEV_4FcQhP+{b`02OSs-9Be03MF`B8C6}-jAM-8{j;FOn4)Y8~pv~
zeH?4cgcuKWYJ@CJtWSJf`9k&=H3O=Ka9@T7)|PRJ4coT&g9_NlW(M?^bp+o>)5n*z
zUvG4@4X}Htit`FfxcoLV&fVA+2>2AziqhqMc-`dtxQQ*WkJi2Mhr4;SUqme}7zL|$
zcC<je5q_fCo_^(fGtlH~2J@|KrQ@=ObgXwQlR}l*o4>EJBO7JhywpN4F3fWg#+uhX
z(4E~~O>v0ox}lSW71GjIxT-PXucfRSvc@RIo6*H2w~J0@=ZD1}|55jP1K-&WD)7(y
z{kZ(Eb*PI0E`{^QrQjdk4~7~HbIOy@Wk$+J)GEB=e*`sIR_pLHQ5GMQCKQF!$W^9t
zg%($t9sQ%FwWr|3I=|3PKC&{lAy=Pp=5r=)KS!04S`q?o3=?z=DZ3>T6{6#)Y%Bw$
z7vExj{@Dq9z_3{VFk^pwdK6R>W?d5S4Cw6QHUeO5-)YkFC%>ZCMQ1n;l|^348V&50
zg|VpF;yG&*aFa0e%@S2DFyPhq-5`Q5o`@7TuggjX>(K?O8tChkQ*lhi1-O9aUA}0y
zECV^SKPs>KBTefr1@cUg<5LU)w)^qvFw|XKq5m+zh9%B_n|!wdXiIQC6IJ>x0b!xh
z7|MuDJcESjTir|<Gkuc1Vi(~nt0QDkK7lPEgRPlpIcuY#MRaeq?o#VlN@a&haF$oK
z7E~8z#KjLQ%j+$AH6c#?J}!dlsy~fq8vLUn;5C4_@cUl><@26wLY;4qV$`W?nkOfb
zFp7RKN^tL6XAPQ<)ce^&B~qyovJuobeAdhSnJqA%0ZvUzJimC@sRSwBaX_+#?~B_+
zix=hf7s;s~@Z(mYt|4dD=!Qcikv0uqO2ccx-ETXoOqnXO>*DXjT?x$IhdP<P__O;u
z$z9M>?SN0<|2_V%f&U7zf2mob9HI1uN*-y6ju-w!%wNLZa<)#JG>&I&KmS~z>604n
z&lqhV9XytPjTD!+!@_MucNqrjt$$(EcXt(4X=Tq)xT{HJVcX*^Uy#r1ywMwp4<G)H
znN1r0@2i7#AInf4itvA)#xE_(e+9ibYWy(~tj1oVN(?E~Wgzi%yc`oEm`>mFnQ)br
zH}pxa;Ihf4RDF&SG_cvC$^hOQqIg-I+%{mw6sY0(EaCcpVh={&BR%NA3;Jj5X~2V*
z!2vS|gnS~Ya5G#MAU83j3Si_mwmh)&uHYrmI*F8F4ypG{$CTDcj~rwOzE=-2K;vh$
zvd%kwzUTF3jU?v)=ei~ZwAuQ}X=TkcX6PpKdW!pIfZ!>nJTD&R_@09K7+n8^(w75t
zj(-!$U)Ns%qN61~J4K7sp`ZwrPMRj_`E|E@KL4z6kWOZU68i1jP|kyxC7n)kp2ABN
zQN_V1tk6a=26VyiR0q&2IwXiMuOwZHXcVxFOF{MSYgI3nUrk!UWdDkE`DySJT^sQ5
z`=CQ_?t#7?%HoM5{a-c#_?2r6n9PSBXEJ5OJA?I3)o@JAEUS`txUAfbt6AQ6AEE>U
zEcQlt3PACzXG6-v9Y4M7zKoC=)ggHoo4h-qCacWr5BTmv0O|l9)8hHD^@aSvZz`as
zLNxsI%-<-Q|BAO2XW)>2j$TVOs$t<*syh0%%lQ!jSlP7}y5Va%(=bTy48`!)gfLpE
zaot|!&7CWv4&GFL3v+mFU21^wCeWw?HF4_spRgq^8VvYT3L|nHxP<YqWZ}<7x3^We
z9z6YsH<CfnV&QPN<#v@b=cl!xfE=V+Fs;uJN$GVFt!=GCUTJzS;%)O)4?60jXCrRS
z9$_1oT}p7|1|PxBPJ&IuFh*V|OU;}5wstlKc96=i$#X(`QgaXsi@yw2fwdQPW5ZIS
zeY9-BLV{RE&#OxeZo4VRO&nb7t0kA|Q`1?lWTy-9Kt?&m5AKJFvk@AUs<OvGqarV7
zQdG3S3AFtHe*-y83$M37oC0;CQRO*2c-Owp$6CpHixUW(*%6PL+RDr>ZUVQvZflq~
zEIArgfy4Q^clF{$quD%L7a3|kv$L8gneP3uq+}CN;lqnYQED`sT;BlT;Mr+%qV;3*
zE9=;!q&r`>zN_x)x;*G^Hvj-Dj8#;Rj0U1Q-v^|JTMy=qL5=Aq*X{~j3D$#}*45*w
zGyzoi=G}I=e5S{H&p&J)c9Z2Rm=issP)*kz0jfpo9=;0>*O3VR0kG7y4kKSQSj((8
zFMuAy@o1TOb5P^@mYYk7DQ7c<ms22;89|=4U1@!E5pvuOAa^>E43C)@YUw{Q!+`7r
zuDS}L>>{-pNiN+rje{BroZ$Z0`jysTGTlNO5KB!#^)yVu9e}k1q%RuMyw#`x#D2K@
z{^s0Zv1x59{neb~tu8<biGL2Wf7q|>$iGYOC4+wiCxHx4AE*cE-5c~r#gryB=7Ef8
z3&Ibmsx#&2J6`kP1DrtPoc|e*qI}l7uFuIXWfNruz%o06F*};-)>giNDr}~mddm{z
zxXLN=O}<LXMaqB;w##e_M4<mPXqiP+w0dVD;lxqB#dY?(!XQj0`SSJ3%5wnCCr$%y
zrCOxhA4drq%U3|ZmIJ8Y5mU2;hEb(Vf3VZ}&Q6mE^mQD8Y>nlskcFr(R~a4D4F-fM
z?+Yglgl#g4J_n`7U%)W3vX#aYz9~OAvsk9+iHv%w7id?BPg~5yYldgQkY)zc>FlL(
zknn{#T9U0+Rjxx(uG9})XS>_Q)L<nZsXGloNw`+Rn;mhwHiyHZU^4RjHD#__6P250
zyZu?6q8#U7i9p%ZL9SV+5)nVE#>W~Isw-++vOz&fNjI*e?Tt`*@yMXS>oe*^PW@}^
z!NEdR89BAaZ0$~_R-cP_s~gMCU|cE{cDu1}qYTWZ3&(rb)&p$Ts;ySDRfq0Nw)hw<
zCHmPxripUzPL(sC{WZTF4AXD>`YPOjcH#D7{&d6jW_U#e|K_)DHawOE40%<Z7Ck_#
zRvpA?%q{*e;NboYtNJU>vmu<#MCZG3$^JWc`#W=BqqCFP@&Hq+Og41|ux4~>CGEHk
zIqrm(i7=`4kNT0!82KZA=%+_eG4G$CV!<+D%WvIApaoyak@5@(cuPjc^k|01#Ci=6
z9lpI$#qMjV$p9LqH&M4EBm?J}<Y2Wi3W>izgXl3+90Fp2;$p~!WhV}ig3WmF01e!#
zAMv8|jeB|0!y*N<+z1Z^Q0*?aGXMr@TwpE)$9)zSAj!H}aO{gc5f9cIRC1eMch6ra
z^+nAuS`Y`x41PHMb<dsX($fWaMzyJmsyf$J4|$Utgxh^CQ}i|vGykyu5LG_Etjwr8
ztkNoz-Tokv-riAMJn=5?=^A5FUIy*PK%E+uNr4R-_=^-Pq&TsTIWsk`BjF3<aT2AO
zSXGT=nEXc+u%h5_Z~-&7!hu0t&^22`?N(lgmiT(_`iku4%O4?z2En$c!rEs_1*X|j
zX&ggU{kW>S)KRoQKa(S-JE><Q<=#hws~0Q2_^kU;N_=vQ(VJkt;h{E9P`pa3>Jti>
zyt}Xu2AED6rkqLFOEKfojb7{|;fyGk2EDN^I?rSTCZtC8)zw}1`w~M8ggHofE5dI0
zgBAckamU$7iksd8*grtHod5{b_Dtn{-TAEkp!x$qt^o8%5SP)fMEkoG76Py;fN%t7
z&AXQL<bITk@*{I0{*#flFa*mXwcDHE6W+^tXSpwy%R4>&lHBy<r};mAOwp#l3XnR2
zB}%XvE780MR12qt?c0QYpp%(hoPylKWR~R|A)K4(ZsgwEvu$~4X@<2UuEoZ)F(I6~
zEI>6wh+EvqOaK=995$(b$pfqva2W2BAx5)27Q3=|N+8%l#bqfBQY}7Ae0hYctU2Yd
zm@06Q<YY}m++EHq1;)pn0fgFqzH$-VdF}bj&9xrlFe8ia^w91IKs`7GWkbf1Voz!y
z2g8duEq$ylaWgk@GfurmXSBDaop3~Hd6f0<{XPR=Yd58eo#}jC{<i7fXgxX7{(>vs
z{c(6^GSV;rx{Ha-JW@_yKtOado-|`s)J>cu3rd``fdEVV&LESuz+yRK8zA>1f&rVY
ziV%Oc%GhYf&tS92RX@@B6cFIdohjD1wc6qDjBN)*-&H9bW_jAt>{Qwqi~@X)PuN4A
z&J(KooqXh#o*_Lw;Wh;_KzwBiB~}muka=8rgP&eBrHUko-^V32;!E>IliU48M-SjP
z?t@9tps`GA_C-0m?pYp#Bkoodcb`>Bt;{Rj=~(wyN_&G0CKsD&`Ff-7QP`sonF;Py
zQokO$z^o9sL3gtf(@u>f#7^bo%{`*ny}?N*%1sT45)*<`$#LuX+$4gj(kS<9kK~*c
zy2(ViynrC>@X+hc^!TO&I5P{AI1bJ=PXGBfoq+y>nnc4oPP?<^zo_Csj)MCAcW_70
z$C;8fKu^X02o)x}-j1y-{0CBaCgA^Dil7&~1!SvH{%D;J=VU}FOUq?IPy_&vetRDe
zU0q5<G^X($yDg|9mVZHs`DQiS$Dkk0s25Xb_M86+C9<O@kE9D_7pm9;f}K^y$~){x
zK>c&SKClViYJnw!!@BY&><7rIvqO!W>&@E-i(Q%S&l<fq=d%wF!RX+vAE(49sHk8v
zNhaxa0sOk9yKsy=ov`Xl7{a>A!nr%2b#t_x#hLEOU4tOg&}L@NW&>f~hSwXbm3-Vt
zKQ}9D-aKn;evffyDO<qrtmAi;d$0;WgZ6^G6J;}a1HaOQ>bl(25|v$plY(K~lAmag
zvn3{WX};|Gy~ZID8{5W8A@4|>tNXWv%x%E~)(N+&Wys{>)sas;4nbOaFos39y~IbZ
z0u4G{zyX|2axe7<l_Wq4khOx-0nSh5H$nmA?somnMn=2N7keiF%x`;j#1Fvv8d9Z(
z6MMR&$q9x^6F_N!+W;Yc`BI~armn7RXXJ1`R`@dlXGP~F6{l_2vTL2)Zi(A{)wH!d
z$H~^Lt*u`w|INd06K<!Lo?vAEN4cgrDP2dw$b7ndhVLF<hjZK-ooEo9prBJX-MrD@
zygpX+c!Yo#oScsftMBb0ZVxzovsLZfNldmq+v&QnsHpLeq--9U09pq9;0NpR3VIO{
zMJGh%lj9lg`HRKM*T_OTbO7JrW_QlIJuM`)p4*Y1K$#CHYjX@_o7Fi#z;J%|7_x5W
zgMHNk_xvLadaS;2U8u955=2`R5R2T7^up@(-DMb^4nQ;7W^%Fxa+!4rpiArxr^{#u
zeh$xNUVPZ9oJ1>HEOG4&Y6LJ}&J*y1z67@Q9&MoVccSoI2q*jI{72m4dlO?*Q&$MT
zXm5{`1k1KTtdoMQ5`G?>X~A1fJXxkZjba=)FF?SxRjZNu5?b?Bp#z@mvi8!E<;JEC
zWzQaRnX=;P_Y!CS{Q9c&pA8*rwfT{mAGLx@N9Uyz?t_@L{TaK`Ln?K3i|8($nBI-Q
z_xfVe+dV?j-9Gfe|E}m}G0TkV3+@M>RhO@D!ZWT1J<Q{!AjUmMA{4`zvDwh%P-=uV
zi9UG1FDhPy1U~{Nq9ph&6Yri}CG;-_nA`Qt19`<`D7efM{VU<MjlZs{u(oR7cyF$b
zx%CE_Z7eLd;e~;HSp>_*H+5F@>u_t3g}SOEF}gHqqgz`)8H0YrMOZ<3jdMoBiq@-M
ziGzC<GCKvTF?`AmWeZ-sv>_K&%TG9uE&54KUjS^`Gbv^u9{xpXMB(y==l;=TygWqO
z@SuVB5*y#p^Pd_L=0RnI(>o!3OG0M&BB4S2rF3h@%ouC2NCpfIcay3UcJAh`ya;V2
z+X!00f^3(WE0!_9nOQZu71fxS_skINwtg+_n#-mPe~*@xH2g6yl&^4SgTj<_Rh8=I
zBY1DZcPK*P&FG_c_17EObVn#_pnCsz@BSa1?qhF+sE!EWrP0uzke9a*ekQ+&oLe6$
zXG}ZWlqGDi)q932LKB(S?>m`O-Xy=WCHSJtPS`EN%bzTXTGa8Zvgg;HK&r<Y2%g#>
zIy*9HXRQf<cx>Nn$-P!KpcWufr(|WVaWiA7vpIDv-RXxlE4tYT>(Vn{H2RZce}HKa
zDu$8)jtPo~<}bL`>g-kf`VWG-N{w%$ZPiL<&<I{*C?mnsFE7*?-Hn`1G)>1l)$So%
zdTEpE1dndrVzNuIa?g;6nSa%<ze!AMPDOOenT*4AL>LX@OCFCa9?nn~-V;=Spo$p!
zy57Yq!b&MVW)h{2bu`DGX?gYTxQUXDHWZVOLm(#kb8A6pf@=F;+~E%t;4%4M2;k$o
z|AMV6AVHil8?xgMgW=uQ<H~#!y4zk6v^Yz2fh0&u19u6^fjJ<R@8BzHxaB2n%V7fZ
zQ4}Y7&wX4{=WuqV-RKR1`{L*N1XODQj>p`vzJd{VZ%|r!)wPi9;CpsOjk`99XsONH
ztd_qTI1H{EJ2#<KcnLDb!3G)xp=>xwGG2WAvr~WJs{hB)^3e-T#r<t=YXV>zMN_@R
zWaUHCgt9PfHLDDbbkuwjzlp{$F?L|V_+_kgMZ2a=YJ8yMrdj09l4;fJiiM8ti(*Wp
z$vG<u2tU$Ok)V?<Orj4-I=!pr1q;vD1aCkO4*Lf)H24cPKz?lU=`z=ga<fK5cPj9*
zY`}Q3)$^sV+r6J)2MBSf5Of-$CyX2mNt68V3IByQ02{^QM0DzN+3E@CGK~MM*R@I%
zUHWw-wo#r7F=XTeRSwd#B0ll-S;bJKNxZD$VdB|}#QqI@&fI#{&Vl~PJVTWHW3F1t
z{59h4k}6DPl(#5qgYmnia*y?=7Gj}@gt1W$8Df_w`6iAvfzn%^>y?eOZ@y(O1D*Rv
z<Z$a{7l|ID2MqP&20rzg{{|zl{tZU_1xEqQd&wB@j4F!`E-^I@q@PUGi&f%Oa=5!Q
zTSjP^PIaoyTM&f`Mv5+{W6UDUEfDn36RFJ#n#(APEHatl-%i66`<?SOuqVA(j_CGl
zzFuSJT*A~$eOSv474@Lna|<)%ds&kL!R6e@fZMKmOgQCwUS{S5yqnZpwhGDZ=iT*~
z(tP!!01*1!<-1V&qyK6-(8W3bCrsYp#Y+(m`<pMvf*J89cK@<zcS>1RM^!Y8A9j?e
zDIC>+-=(|g#w~~_+{I@OWx+g)-a9q53xJ}zvqmHP(d6J-mx(te#KQw(^$XAV$zXJt
z8}yx4Z!mC;;#5`RsS1`V^mBvBKGlpOU2prGz0=u=;mN>NURF#T526eWt7h4sEEG(K
zv+@<H7fCkm=JtV=6vAcB;i=;Mj!E!mp8@#zA4s?Qx6-J8LVI4CK_%m>#&|Z7F_RvA
zsHBlxdk&)WDJ-8TW=j{;&RydVUcF(BJ#!1s`bxU_UH}zIQDto_hEKj{GHmT-Mn#Ar
zhARo>eT{o<$VjQ6PB<MkZGIRo0u!ajoTUrHd+_Ucgpa0ByW<rA9NQl_6tRsO(C0cs
z7SSgVq<bjWu*lK+T|7&qJ{~vLfNSjJ4?OlQhz8+_`1v<RXYKW07#)CHFPQ<xA*@X&
z<-H=Ds%RZm3PKHK4JYLY5Yr?k8Otjme(M((!D18|6fjU&j`Chfo|mbInR{c^X(+2N
z(n!4uO`(NPzf3+orTZ}QTqWFF=AHE0`mio1_qudRI*QSqS1H$hP5!uNaYp?eb?l<H
zM0ItQ!ng7%{0FpylTY;`4D};C`xv?an&f|${x@K`2zV`I55>dE^{ATZb(Gkigs7Sn
zwD|RG`1+WB5j&=r(#Iz}e?CK~%m{yc%4_r%1<ghk3Gsb2DYKA#dd$#<q8%aD>1uS8
z?Hr<*p7QIHq0N<(P(Mf5erOZF_!m73lN8jrYGFp+k{No9nlS_nT}I+QMqwfEzC8wc
zw_jNQMbZ5QlxacawXbiVc*8G3Uh4h6R(Qo$<33p;A|#Y@&pA8sqq3vHaGunff@Wqq
z=3*}~ejY|x?@FhACvEffN$p)Hcip=ZQG*emR!5V;@KJn!8ji?<u%%O7G?axhAd05N
zj4aB=&KWs3nR*zhRFL_=icllc*L#r~8?V!)YSVuy*c0{KP)IUkh_m69m&xh<n&UeV
zL7XeW3I~8pLgBysgT{L?<C_Tl-N!#*B`qAti}i0X3(p6Ka8KH$M~v>wflx<DPs6zr
zQP`vbp)-TBPpAzVq6n+^2AFbq$~=$aBdd>0uzt;ZHrBkhwhl5k7(?spo${`_?dYP@
zYs=B2)DAex8;W|2a77iCCL>dtQ*An|zRw@I&0S+s>ZHE1(|QTY+E0@maHqx)RHy-?
zG1mQh=88Kz4=c9V|HxgTl7&1=|5);yPApAwVln7c`*hOL0(%z*f2C)J25lT^(t;j}
zuo~Ym;sCyEwbxU;8LY;4@+P2ougS{q@{Pr8Et>Zb!RtY?GrDBGk%28+DlK!82x^RG
zhFrXF`iUYKtAgkgB16H<W~!gWH}~5&s?lqqwX;S?hu^Jxew`gjk~$&UForQtN|4dS
zcx1U)emi?Pri?!{0SE`w+!K-bhXZ?z5x}(9AMPPZ4rT588P8U0t01%t;zu7F;uAL;
zZzJ-JG3$;%Hu+!g(S)jG7>$%xvcHRgcV$OE{{9?(1~*#Yqeh0CLZiSWV>9O+BwJVZ
zW|AZz6LS6u-`3J;t;L4YnVS{2rdtE!SBDWp+Gm}#sw09i|5(?IW%yoCE(IkW+ic(O
zj%*@<IiEgnz0!5PUVGL$mL!!&5TD#o|Ln8>6A`@J4%aQ|EC0mR0K;m3%Bdrq|4JF}
z(Hy1nI~I9zCZE&tD)$Ax4HCUlT{{tH{j5kEo-e4~BEqmeW=TqS*)z_@jw>vW(ugDZ
zf%`<Y>8-w0Z8-K@NfnZHF>l)p>*zXKg7toXP6J1K%ZM~C*Y~oAE42Hh=)$N~lx8nV
zRpZDngNF`I0J8}sc@vvM#$K_h7U!C$j(d6UCD#&#^5NDde>mUh+-V@D@3w#JM0$%V
zh>P9(Bs^?}-UpU^crW~*&hRr-V9sCKrvac}pK|uU=lYHefK1*3tDZ9meejBpD=|OW
zSHCoiGK<_Z7RfHoxjn(r$&bYBh_EWPJApL%gNw@9H8E<Gm3UfY2O<({ucE&}5-f>W
zQj9{*r?%7x&gI=9J##t5M!&{XTisqRPQ#0tkG3BV?Fn5`6X{4kJo6rFDM40gMk`j1
z!6L<p?bq~BBJhWyMKW&*bde;`E^Swi$;ObZ6Qz<cQCKkV=izy0^n2Fv)$>0|#vzpp
z!Ru`DHDF93xPQ3?*z^C2*Z}9sLj#>k8s4@OXys)jnm;{?CVZR`eaynFCK}3*5+~xP
zlTjsT9`(LThc?tiCQpYErZ5Y|+y8U2)3i!YuF-0gRNnc?c-_>yB7#T^DemV31%yUL
z{=TgPJ)I9yvX=h-s6IwXxR9$O(NV5W<D!NMWyY+uO}71_%zA~KB9{Geq#$c)Uc7fk
zTwQ+I7%G2+6x9C13|I|kCqL{L)Bt&|HC-qf=A7}}lqLXOx=>_2{4O<}-F%Y&X1#@7
zJ#0KBu5}sRz@~0saeugrRH-^(vq&jYseT8@Pm?%GT}HYIFjR)K`q|YTER*s?9JS?O
zf&~E=bVvg<nEU4l1If*0n%ynlsIchr4L3I}v*x$zz#xK7r2lw)W6}C>=fX807$$zN
z!DXJGH=`t1d3vwZixbba+Oep{lH#75*JB*0P|G9#<w*_RA_@ZtQ}2Iao^BSKEH>%P
zAY^0N&n*MvDZ^?0&5P$Nd2;a&SJ~NSkkd<@$nkt;<Y55+T69?z_!xlc>T~@^0No2>
zFw&WJ+)Sb|F=$>{X^G5dqEf3n0M=5JGj*1pfAFx$sc?QUKd!W%=_wb)t*ARXl9|kT
zGsO<H+HN-EoR9{6WxdE(DUb73|3A2cAUWAX$EDxQep>+ITDxnm;I`gI@JPM@)CU0n
zxo@s~LAcw^2DEMmfI557o@2G(q~kZ4f{rZd?Ld1t&ef!(&c84?TDbga2;FVDR=baE
z55`dQS&Wn?eRMSZj*>c82w1*Ak-8e66EQ0C+@`!6f$L7s)bt*hA)~r|P*|@9<`q`$
zn`^&=HwGaUnrgtuf=?g&s$bj}GfJ<!;Ky;huLD$tjt2)PMkGd63}0KO^YawcxVHjP
zn%2e5EUY#eXoKHHNCS!qGe>>Cq~?C*cpYLo;=3amFeQ(_StYz(MJV%;9YM7(q9awB
zG`m-h{PM$SD49*S(xHwF$`B@ZT}VZ#;F=-DWJ^!YQ8LO~NoF~?&CVrB8fFZs!Xeq+
zgZK)6MGuyJ`(gGfjKr4FHT@>tV?rY25OO++-t^*f0r;012mW<+Z85|AfG#$NMBC<Y
zA{5MIQlK{}0K82{;H+N`K$S3u4NR9uBM%#Duve8n2Nb{7XHw7r;%f&0WN_FsgW8e7
zzVG&XtKL0!w21008x-{0YbOAULEfzVF9st@p(wYEq8^aa^1s_IFl{cPDz%;61la)d
zlkp@>HU`ZA_&Q&cJ0lv|1TXjDiILIiJtJPoFDRfB*Iw~TpH|r3OoP6O9smTpfaq4P
zC^xTYVYE~`UX%Y;ob|qDwG&~GqQTwW^d?yXdzPuR?j80F;;;v_?Lz)h1jy@AB--**
z)9Z|r4`2CqdO}jcY_7@mvcWOgt)eCj>}D}-2>lwX#lNs<N(>|#U0A<?4lz?yRBP1V
zxE0lJYCaq5CMd4G*|Xah8R?bDrN&<Z^mXxywwjs^sU^E)FJrywpN6e}A;5Ae+HPtj
z8(*=w&6U6oCX)m(HarqvliuiJ9~g}+ETwn_+BaCO6*wN+egb%!#q`N}FvnSW*h)*E
zvS4_SXpgzA9L7BvC*sEMGZL_)1EBo19+r*>MbV1=G1C`JD*AaNldr0+3|my^LHgRW
z-{J!FkafC@rs>2jrra-)q%I{5^P*vv$kO(wMA#~kClzvPP6fY<M{anj@V=+~HU8x*
z_VM{G;|78V3YTERb$YI>Vk;>^Gb>_&c1f3I&#vLv<l62o(=u{3^|F<-Z~Z;&{8Jk+
z^fZ69(`EXD9+FY6RYv1k)7DWMcGrt$_p5~Sby<tK5Utz%zY1toK=*xoh3=fv;PTD!
z`j;Pa@Wb@r;bKkcP1CLVb$9UKXF57SQVL=ANGwe^b#MLnRA0D#;MyBnZfyz)29D*V
zy4l%g`oxyI@h16lp1x2#o;tHZlH;KluoY}ZtB{{lK3EHzaruKy50eOx%UC6i+ZkFw
zc6^rL`26rmE<g(pc=+6zHRw9!_MkB@qsGE^eIq+LHu74Imv=8lN;i<RIsur=Z1p)W
zr?~B}M$>Puzxy**@>fvI<_As!rgpRa0fLMm&EH=<7B=3k%`lgNx{fT+E%?c-0(j-i
zA&fRzSyfG0RSQNO{R{uX@<#?H|3?_?gn4^*AOfnl$4!A-*LTHMaL_5U*MLW=G}l-u
z7#S0@&_jLoG*49&LwDZc7ha^&pd+sRlFi0M6jWt8IW~qoJfL<vz;+2JOlmW?OD*nw
z_CaI0GAj7M9HvOGkp14=EGUw*9syD6@&G$g?t(!{*PS2LhrRS?a6*(*Ww68-61YH=
zlC3GLPwiuVZ!*I_hWi<Dc7Va0a?Cc){A7G;8JTvP>gy(6qBE*p3u397t3=Xy6@6Hy
zg1Wd}Oy@Wz?>8rEOBKr#L|vw|uZM<i5U0tgx|hoLHhjNHSCqSMZ6q*Ec^BJCqr^#C
zK5S)X`(w(I1o6eGH`d9^nkbiN8LfeNd!GMc6KuDJe7Yo5tPZDY?I#k}Hxn4uQ6O3f
z)PE$$*L<X-=@p}ZI+N=`XMgCEH2Z10hf1vx0g^3u%*pn*$U&cX+vKmJeaPbJ@^$Q>
zAInlGg`e22EJ&P?7LNK*jrYY3H_x616g9j5p$?XNRNw-6D=v%GaRhu8226|#fCf3}
z>q{$T<@WDv)&=p|E@D~}<n(Hb!`?ie2n=o2_<w4L{{sHpR8A&0^{40s6jW4qzjZaT
zzF!TrXP<2iTkcM%F)wg5W<|}$KQf=x_FSSMbafidrC-!mG6@go!=*8`nyVL>=57s5
zN!&m33JaUJFGo#hskoiKdDd=iYj9Jc(KDMA*l7?VKeDV)s#3tjZk=&6F9?`2Uk0@K
zobJDS0I4%TUqL**^NX(A@9pnb0gB+{r1)}wv@unr-mabb?&1d!Rg}u3)hvdSHU2~X
z>(H+TaX5ahaCd(?fBPDK=eki;(llqJUSTr%?n(^b={`_E;clx4aBugA>n0F>rR{DJ
zAgZ-ECbXweZ^%l)b8BDE&dqb#Dia~<m{YQUu}rbbYAYp%v86PiIoIDHOg23xMCkpF
zzK$(kGGT&nww&<ItW<j^R;rQJ!0<R4m(UhTI!%9Qr+5EG&vQCr34cdB@cpWO(2!p|
zD__-TB3B)o0lE>qFUDBfJ9WG|?AheHEA%P})h10M%0#-sVy$bPN`m&3Z9lWtyfs2>
z>IS>gQ<N<?vQZe<wH-@{-|}yYnb77_Y`|Q{ay!9YmJD#8Zn}qE10(?YqSLH9W<e3A
z!EDu4=V+D$tLxeCml`<tfNxK#L%zz5OH5zI>i=vsn)ygb$PqmO(8A}z^%{Aoyq_QC
z_Xo_)Hxo6b`~s2F>iLLBp+K~N{=_Kt3OZHq&8rro-#lFg*wCMl_JQgnGnzYw_B1@N
zpZ(p~SmebP$4yNub)AJ)Fis+!2y2iVU98jTetU6a)uSh~+wJX-<?aI`#N5_9it8C_
zaR6)7crx>Ne5Uhd#)Avc`?J;Cz>v)Gs&BGmM~n@bpI{!vi7X)};=+Lzx4|1Nys@zN
z+0G-5Gu?(G&mYJMblC<rGWr)uzbMTaGw51#OQX{iOVKWrlxvVT*myLwe;Ck1eYwW7
zh1CHENdCA^zU&ui`AHn)W5cW;LQM#_z2XD#PS~MNo|wkToM4ZkM8UCG*qQ!*FL*CA
zn;*2D-qfRzo_vBVTZYIIT#GdA^k7Vh{{Fj{y|Mx0D`M1FSNrRFl<MrS#z_EN%m8}S
z^wE>dPIA8Q{ikvh(GyH_d4&P9?h*R@8Mg9Ee?Ip}6ww&AtdQP1lW=kkEeTzrpLVBA
z;`4oZd^5k8HH1;UItKOFUIrG&V`k9sqJ$V>1fmIkdKM{^Osaw6B$0?6_q_C4EGo^w
z!%+J9v28f1HN5yU0n7o<U83G1b-F^-sx91$5^FK?Kugby&$6<|t0^6IJA4$ac4Zvy
zUf?gz!6WgoA{9&_ZhL1Z-^&!1r8*hZ1Rh5qfbvGmN^=}G;Xe_lPaQ2-ngf6F+$TH|
z5qjL<z%L(#k&D5t;q9nQcS4kOXuByT<u-S&^;hItm%xm!?{f8v$DtpoLw9&z(AW4|
z6Oy&pUP@CO%&|!kuHU`U+S1818_GMJa|k@)&!yoW)oUBC{oW&pLacc7P+j|5fO~r4
z4f<E~F9qk<YO%FBWX(25!S1rAWf5aH_vxJDmBdvH+yU_`b!f(s`G$4cc?=CRUTaB`
ztEyN;DNiG3ULQaJrr*p3M3=u!vKGKO{6kPm3x=@{<}Q{Z^$sJ75^L>XOq0gaEnygy
zb|ER-v*Oh6$5Bs_$Pvu^Aa}-J&`#<Y=$A+o&7zw|8lNwy6z43uRydJH^A2@~JxW|%
zk23h$@&UQidp%mAhSVRq!??~d%+F4ZC2r%nYn0k?gm-O*a+-*kgK`hONU;8;a%c=Q
z`k?Qc_?&f_Mqz<$F%n_!d}N-KrD}pe#+Gu@6veZ~mOO<Oj`Rw@fcTg3Vj9@J!Q}?P
zKUx5^LWt1%v2#!G`@jD`jpq|As}<ry`e<y8*+CHppsfDv&}-ES8@h0r;>uerTp2!?
z(NuDk5IT_rSWu@;H&f<X+k54hi1iR|MYP31(%I7_{o5f~n20tiTZwsVWOjV~rcN!f
zvd_VlEn0!snSPZSYhhm1&)eGHRkd^l#<u>SzRo%-%C`O57D|XT2uL#nLw5^GH%K?m
z(A_9)01^^IHv$7v(w$0ocQ=yKO38Nv`aJr+@9$enmw(C3%@y}`o%`I!Mq(|71xSEp
zC&*P9l?2oFCzU^gcpDVubSf!_i+N=5R5=KW)CAKo%UDYNLLWdx_1vYbNtM@paUyHl
z%nI@S-iswi@xE`=;{gfWyrSC(-`7iSd;DiH+z)7p{HxB~H0N_NwP;OlSOr#3sS-Iw
z*wch9uu2eWR|FHPc?{-EVH5X8<xZ+~MmaLrOa9=)+b_k9n~Ln_c(lQ(+g7FI-fC{|
zS@k+g9NlM5d1=~-X+A(PHKymb)chA?^Wx18ojRpk*>V^3OMWPy`XZL^9VO{&Ri(wk
zP7UPkjBn}(QZPeSvR1^=drN$Z3>MCyOdi%8sX8=SIB;ppaaN#H*1-y|Iq_+6D>i=k
zn|+HY$!}2F@OP)L+_EdHR99%;I!29Udm7K~KcOzV32YQsYYu2Rcl%ZIxE|ljJ>$>%
znIE7AZ9jY9&4(2%+?XMiYmWTxv8uGjv}?GqyT%mL{vbuk8xJpJ_3-|C+V_k-88G8v
zcsqPZ86u{1rO{frEg?FGtCSosww08Zuu6R*Gokzu=}L<xXgD%SxvH5si&|ER0)z`Q
z$y>;y8jWUSS@qnKy&9kBlun*>d~z}#=UiZuDQ+vW;OnF<$$~NVfRvtEq2z0Uaa2vo
zYXgO~QIUk#KDAaui|9+%yqXJ*)e}nC9-vQHFbO@zFl2PszN&-xeR%}k{&HE0{Uuon
z-%l{I$GEP$fdR{Ojs>dW8)YIp-ecQI^0K8TVd`r-OAk*Cgc&L2N@G^TW!Z8Q#noJJ
zSUE*+2%X@TS;^PuM{H(*2EF;BBsqgN&AQh3z&_7VU68dYhbfET5z6VX0Oe7$En^uB
zu5--}b#q$m{dHHS9G*kYvouR~Ov4k?Z}qN5dnP`2{5^V^qY`LI(@(nCnVQ%vwGCJF
zL^epi-bx9!qY$&iuc=;!9K}#_zoh-Ow_lqvWF;vZ)UK+@ze|T#yUw*fhNCF@&|4oX
z{2?J~bDRn`pNjT7=OtC=QM^J>MlpP$;=pr|x+ap)&L~?ivM3_b);;Wvf(&4XS;aqm
zufwbWVJM@@!Yt**Z|0m(1zGoyty-%m-0%68?w=f@Kca<{OZ<hVe0tyq7WQ(xUKokT
zxfFdUL6#agJ2N$0_TC39VACSysbrjqH@YV;?T0tn(81B${z0O!m4jc>%}_Uw$4{K&
z*Bran$eMkNWq&uNUQa`u06&(J_LMgiCP3kKl$N!aF2m0#UVgAN?8oZnX~b~isO{Y^
z83kvoJ{scmlznk|Qa2y89wZ4UkUuWL&9HdXt%X~sL)lL<c^1)(v)3$V*10mJ=i`#}
z_2GV9cy)pqF{0r~0GTkQNZ-8p^M+{T{s0Iy?|^<U{eXxJHRbR(=qKqOTe!yndtL;~
z)6AR%gkh2-jcgnN_{{X(UQyJItFfQ}<6=Q~!VVQ*|Jl6%$2eT+eZsPUUauyvh;JcC
zDU<l2Er>#`Bc+8Q;2U&yw0U9|1Zl;V@jZi;MmcQ2U<OtckAry6KQmC!b0$u(C`&dY
zu!ntcA~$0U{6TmYf&=9NbP)Rv(ezCjM}Zzb%2H>xd8_Oh%_j*}QOa=^kO9m<kXF;o
z^95CIe;2vcpZ@+yogi>$X4hzHs0AO~B#^O3JBw<#F}M!X2Nfk#@Ag`wU!bbgxK8FH
zcF_(U=U|ub3IIf^4&SAD7wK%GyfKT2QzyZm4X=zV+9sGIHEB5eN@8gOny3HXEuRT2
z-Mjf`7XZaw2k%N6dBaulszp;}x?mlt_b*A-@YYPJqo#W6Y;b0qqcqA4HuI(M_rZ92
zalxRBuVOl;f{cR{T7f9)trcs1Po$s5Whn+t^n}>I*tIU0X0lRYjAb9KJXSJ|D>A}s
z9RXR@$>8bbLaNtp8Oyer8U(YUCVrA1T5T*+%J3dGU&Wo!{bZH987<G7+3Q7*=C={J
zAz3>)Nta#0LSRKi_D(7VOSL42*ES<0X=5US=B*A|Jx*Byl=(wVb@!VJ3T_!@;2mC(
zx_m!~5wKbPD==L>{k858XZ#+y)<jCRf|56ydSh%<tgv@HOl4}m#c+ID<MjmfEX^UL
zo4M%Le6i}BqjfQEo@MZ@fu9}t^18BEb1O9OW4fclK#+F3>;!KY)d8jjncRl1kf=<h
z<b``o^JnmQY#ZtHrpo8M3K-R~_UlAF;eEKP2mvXyguUz-MQyz1A7L@`eM+omcv#Ko
zb>4}jz6~V`RLO9flv|0-aTqs!6eE^EtodjMSq(^=Rb}2WlJK<2HJmJ-*TPs>6HLLm
zD)MH%v|=Zgqq^p)SiOI)%B$J^mvSw9zee2Q*S484PATlOMl`6G;awx$kYfuW876s-
zHW9Jucq9@K!M7ir{wTXG0<D(v6x}4?puTHOt}v@1vU@?^MhE|EqmwLOChI$1GaeI^
zz|x4VF`?597w#h(7jARxV7AiKC%SK#r4Wx)v86n58R)e&vncMkWhlO6>o$QVB)9C|
zszcDOXef0RV=EK)OUB=Nw^v5p<5N*aNl{Rod}a|=XC*5^r;CBNV%vk{+Q=)0=DJp-
z?haaU8bn`(ASBu8^B<Ins_a6k3Gv-&1&m&YikDxR{3!0ifWyt@aprgT2rJYNS=+5?
zXrdf|9NjR*zJ6%}r@5pGew*^SbU``-LGVVHF(MTYe2z`YB$jwG(WL<LNe<+4iM&-z
zy>B2LW2IHbwfb>H5N=~R0BNR9joIppnt&N7!wm2U?GndQS7pI*lzFW(n(k7GgAY}{
zK88RNL^cv-%zgSw#2K<)Fv0H@Kt3J}wL<9gy<_?u%vIBTq$rvgm85vsLrpM>SvYaA
zB|KeCLrT>o=(;6K*SrpiBnep7vM{i+a++#%Og4o3OwIPGHq>(@XiSha(}YH@m#{Yl
zrRCP#rC{*SYmu_ycOwtVGtsuyu4xVQLN?aC#Xk8J;&!4kgxq_D8iLp^SWuu5q7f%L
z0a=@E;n?Pw8CynnCu8i3ecD~PnezB|SS=*6S*sQ#$|um77h1?6fvp?6sU9dBYY`|u
zW>Sf5wiRVh_cjd79LnO;n4p|af&E=cRx<s5ql;ERX<IQxMzKbC6`mbD;5==IVF>qm
z5N#KMSgZSd&BBtFWl9C~ozhZ=8gCcxQB0O1u~{}PvY4o8<~9#evp&@pNB<k*DV5z^
znDDiC(VG@Hx8C^tlqlo(qg`DnfZ6Tf{pr!=fZm`CVxzp@lt^cR7!H*c?=aLwRp%;X
zWSF%{4JMErDnepi9ceb?UYPn8kPxd9j!zH=ZZB*qGAz@s^KQqg^ox)rMT!EeXnld~
zZS#Gqz!uJr#;jL})z?zmbm(jj`wYicB;!+JR8pfmUxKl=k_P%mbfOeCX}-mVF(SdF
zrW_M6SYz!q<8pcBPN#I5GT7gh2y<mQAP;s(<Ee`F+J{xExye_t2nFsgjWLCd+utm3
zbhUtBLCIs?ra3lBvCe&da|f@~<`{e&tg`2SHc0%rUA^?=NF6BY8<Ht#(n9DcPvX$G
zN3(qIk6?KyI}%9Oql=3Jb(B`|C*T)scHzF?SlGl?xjlqSXct>FR8aXr8C4E_8iOS3
zM5bt(Dv{ks?-_85Ds7|79eyH;$VC~J=Cpu69)%&x^u|QAX~}s|N9w?xR8j5HQ!ED7
zZW6QqI5x0-N+sm8L<mwHV@N4+yjkj>E-}(6T^T&2YCK^%ErGY@1xS&?&N;M8n=#1@
z)v%B6xF`+34@4y>RUo|}0Y<Bh^tw$6{w@2>=f5t8muFXw$tRgHxg#mkHXDAXaz2lq
zoZ#^~(MzRd^vlb2?kg2GjpGDL%&<}<LmyJ67Z`yPk-Uk7)#gbS<!$!hugpy4Q7T_3
zRox1UAoGv9OID_BdEwWTgL-_wmwrN)8&atSwkSflBynsRc$%f6`lAJS<?~Ef(wHlq
zN~^@Wi4mGmLB<`%8FletV%Ro5d>Bh{#+4r&UpxlBcelT7KGN&occ*K$m%rp2RvG1A
zV+FKbeCJqv@|9{jmBYlIf%QJr34A`F0n>xmMZ$!&+H>C`n&V`<IuDGMLcUJ%fz7BW
z11oYlR&eJCVfTnqu|~Wh*q=KhK57k{k~jTW>9qEvV>Q8}I2nwyMnV5n_iCZSC=pk!
zEX$THJTRf{osleABKCxgGQvonkZ4daa*as4cm*D|z!2&2-MYKEM;rb?{ibqMOO1A}
zl*;6SMqor+wqqHia{^l6N39!7DgT}Zu7Nr$>Cpr=``clFk{0f-GCrqw$w2%zwP?VK
z0bS@&C9Xd`=U0YoTpCi`zH?~K0Wgu8`HWV!XaFB}0ND7`{JFkw^6mish}ACLLNn#V
z84u3sDrZ_|vV%`H2`n#dzk$u6<X5g0;rxC;VgXF+fC$*(3j(w}1|5yv^$j$e`YpHV
zDks}PNlJJP0O3#;w6Ejn0mvycwu=UwrTRU7R(TVZmFBA(HVh{t-128Xzt?H0G<ir~
z^IYd%dkO8doE_6omNUm5H9}fRUc3|_)h@|g`1Yc<0w~T4{ankMyf}Nz9dx$wb95wk
zdcZNZ{o{KcBPExU3;v&bQ|!Gx)~P!H^XqunhP04jBa`Z$j_psW#&={yfw2JG!e#4F
z?9v|v01}+P@$Teo)Me!cURJz?W!qMeb6#w^ocR-q9=y|L5;Pu~J7@rY_#>Wz)qhYy
znf5@rSB|^LalGn^y8$@q0o+PWA<P%bf!umO>qF;<va+AS{K=&Z8zuQ9r@#k5Nrw<Y
zk5~bm-&4Sc@0YB9`dNmVnP>jTJWZ0VcP=RnTTPC&;jv}9qbOT<+RRsGW4^(4@cK)X
zShi^YBh&zw*SAuLI7x&ER9bvzhLs1#SS)bILlR|V?dA|;!6tg>3!kOYsc|YgZpl(f
zi?&A?_}9?MmQgcfL>O`}l@+k(t!?l|n<6^*=%TjMqV_+>3QsZ^rKa8xl0mm(n$?*T
zr^*&O<$NJ5WBQ`mh0)#rcIA?N`#**x-)Agx;~$cimv0j=<!ThdJO*z=Jv{bSW);dA
zEY=APIyziASuwHU>kP}m^`Zv@^kje#TMY=p^%X0R!s&~HfZtHEThH!=$I1CUQuqBP
zoZyHJWdEOdz`GB%)BI=s{q=QhfW^n_0;}9K`)*C*Z`#<hp1}=3==AjJJ+;luR?UP2
zs4^2Hk_s+mjiByZK&vn<rB<c+B7msd)4rly&PDw)7#$C12gr#Im1r1W(uU4ofU(X2
zv`d*4J!#u<x_PHO<@)4DHv^=Tqw|Fv-Rh(EL)g`fhP|^4E?~_N+SM~MiZmkv5K_|`
zv4D|5`zOnE(Ix;xcnnm}Z|R(-&&C3JoSchGT8QE3r^%?FAC*5k?`dDvv(E~Sia#ai
zO;vcDZoBLYo}1c%u+Ha-2Jb%LK@{%2m^~lJkmG;AOWpP^)eIm)WUt*~pS|$*J2~8%
z$xEcXFNfhBP}#}=WuHMcpvc094vq%!8nAXJ*=HMs2{TaPaf?~82@T_fEQI6F%0)@$
zbcUk5Ht-c`Hb7MkFk^{)dSfE?Ec5;nAFS%u36~K`qKTTUDeBmRAQZWPt{-&R`&G~C
zSR9xWjU^toH6uQeaAI_&ur!BIL#&ai0wdZ@RPZe(CIeS3D4>z1oqqK4A8f1kJ#ic;
zcK2mzXQ)b4Ul_W5xtFtjw&8%D+!{jcI)98qWC5E`4KPVcw0hW*pLePj&n0#*zFS8u
zPovCzda$<(oVwq`|5Wn^j1bs^J$Yb1QlfR-J9tfkgf<IiL^<4g0y>#4v=4(H7cBvr
zX8pw?PMKA*#|jUayPK2WdHa0p8)+$n1wg?p?tS!;;kwwR*B~Il<E~LZ-*}RKabaq=
zY~%Gk*{E|AfW>&tyyz`?%Q{PNcKEH=X1pi|u(b%)>>aotUDBIWg(_b-4EN|guAXvS
z6kF&HV7|W8Yl}x<RDGK<1DGN?^f^hM#%e3-KwbR=K=0mftoT`F6B*%0Q0mYEAZ?;`
zcfSMHt*znW&gmED1po&rD6;9Y_nD%lDE^|Cq}J8>_^7-N02kJ?<U=pvwDt9eQj~nF
zo4aY^QOht4NLFrc)mcY%cDD1;*5LWJ*I8ysi35($6~W3@OwP&!_=A)6c#v64#cDiK
z(mh4KYO%+p+-7zfkTK}<+h#@jfoIj<P4n6W6sDcInM(-~FqCC<p2kz%Z&H+_k;G|2
zYzMk!`v*tvX#99mWU<o97g(<hL(zt0IIxSI%vJ!04w9^=C<{E@y`u8E{zoRU!gy<E
zDF#UPb2U_tn+?HwRyQ+RBE*ek!F2h<6_S|Y_S?=7j$tOanynxg7eQOGSQ2Sju|XMd
zJzNMYaU6L?>5$K%GU!^cdyCD3BkgmpS=9|J5aTKiFHl@(-qfQg7elP0*M8Ij116pV
zFRv}3pPtJAaIIq$9nb+qu5~~H+$NK5y`yytH1x(F!-umB5H+{DJ3S3zc=bP)-*R#~
zNsw{QT}&U<I&YPv!iX=Y6f!FmyYpX0ka)17(2`EAD?3)HnKHm|Bc^mcO$3P=P98-H
zRaFD#9zfjR+!Z3`Lwvja{erra^b+Qk?{#WQ34g?I+(zbgk=XKR^x@TY<TIXu1O`Rw
zs(uVjGCsm(dDusk!?~-k#(9H0zpn1<iM~*RB((xS)GE_vcH%|F)=LI<GZq8wFDBW$
z-Qy-fZhQ6Y>gv{Y!0Xl1<GdUV^-;(mS-hYDz{hEB_7SSsv{(bxpLQQ#{v{OqF*x+`
zg8TG{|K|&!31PeTR6_G;Ywe=DZjrfnqRa!p_vTfeSejY&-}wu>vj~`0+!nhr%B`oJ
z+FyV%$VQlBivUyL<Kv+&N8xmO<_p(Z!RbAKg-Pae3c%ZhMF}ou+oScJ<3`sne-L?-
zw^?wgpM0VK9e&`n>!k7}Dl$ChTjyCe(9%Grz;6K9N%p5eokas_<XDf-+9olC_MCBi
zW?eQ$!WM+f6nQc4et==uxhHX^qACe<n)5S40w;>TeFs;ZTgVj|tVqbvE+d#}WiIFk
zC*uO%SID=DF{LlsvzZxWay}TAUXzTGlGglSv|*`|&YGbz$!lcetJonmPEC(P;EXXa
z!)ZLxb1Rh$i6~y;_?6TtyW%#<5ks4tG_=sm(c;jjnVB{P3s2jCx71!K&kO}e_pL>C
zvrEq5Dy}Kc{z)JF<SC7xDvIE;RkuC9ZNGxG0#P1Rp&b$4DG~he;2#T1@U?{{L~wg2
zkSSrTaX0nNR1~;JDY|v2r<sWjuqRUOh^zYLbv_Hi!r4!N>|zU_-)xoO#msOm290BQ
zBi-%Yc*tEj{$k280!liCcv&wjgjw{RPl;<*$Q~v9J&o1&T4>1+W~$C{NsoZ!#6w7(
z*Lp&|#)gu+c9?KyZwGa=&CCh44T5Q2!$ufal6N#ra>w%|#;pH=_uhFxs<2)b`AVje
z3OTBuIO<|Boe#{G5j+1)fjBB4b7A1NGASjdpVfYdDGOMu$eTtKe21qbp?mwRyl#=^
z`kd!eL6P0YuQX-n)HVzEJ@7S2%Ob<DuJh`cO`NZVztR+#r`Eq2=G@dF7B3h#j0D`)
zZamolibt0%FPn-8sQL1*vcy8RL|)vzTx-&WeJN%!BE8tbFbIFsP)RO~k8<L+8phH2
zj3_~w_jy$q4vnRFs2|MN0JRSnX{-hr0u~nNZPXrM?uJ+uh;rDVIq(#Ul4{oJah<}X
zZi-<FDU55SBc6a|{P$hhp1tWNLfv|QW|TNkePUK3oHV0)l1j|vOzx&V9z;TsL&@EZ
zYZ5UpFv7-~58ZK)m0dA+1slNvTsZYU7u$BB7ty#n;&^6jia5{W5a*bR(lDb2nh)(u
z!ix{tN~Zh1U6tN}3d2>CZPVp>|JU<fH|-TR2Ue0_0SSP9<~&Ma{cOfn2P<wR-jBix
z9bf}C2jka`jIh?%N=LONPt8_2e$uj3%Dw0Mme(LB0!@bQQpz*bxryGSkThsv9gt`#
z@-BWqC@pRz-l%Y6r8R6%P$&g}cgo<Z0++f(DPJGbkap?xBzBOeW^0V7nq`i&c1@u8
zzIV->p$?Rf(Z>6g7Tj0eFfMY0uE(%Gz_OfZ*fhyD+;_ARXL_l0<vXoRwm2t2#DZ}k
zZ$ko(tdcP>dLPo?T=7I$p)Mi+fgeE91N=F^iqx{AnLDkETpp;pA6ADYZ%co))1P&w
zFR`-B;gv1MPGn7_B>wnHs=g#uQD)3LI}DAlC{2?~0hEd76M*Z9Dj^-;sd-3DZ@;&;
zAI)Z$m~h8GP{1$iVeu@kTi0<T?{dR)#ZztV0Chsv6zT{<)L5x(21Rmt%Zyh+od@+Z
z!`TB|TxPtZFw|99yMtK&yauXh&<fs!jkdJk@Od`_xjw=nH+{x@&{4?0jU%ka5C7xJ
z;Cq=_-JsJ<L1;=J1-(kzCzs&9){JG*%%ES~|Ev4=!~dek-~(l|kmT2jpdh$ILyxT<
zMO1&63o1K}G>VI47cW6=ah?!;0r#`6C|q8nyAalC#&9?h&@GR*f5BGEcuLEGgdbjr
zTX?IBB*<F>3~@~g^*3Q`h1;jOLzTa?W-Vg2${FW(la4EA9qt4WHgUKeO}AmZw#;2u
zF{yN4Ze9>rzVB%gijp2%AU30i%j@Lgy2YpW<TJuBpk`L7ZWXsPQweq7B9u^sjtSkx
zxEgb|RAWghhRg}@IbIdxcmA7@vpI6fX8KcX-gyH!MM6oD<Eg4Mhm?6i!AfaHlRCFL
zq)X_>z-j}L`Autl#;B^=Q*)>#70TgYoPB8_non<u!u`Qb86bu_M9;A|HN^gbMLq#H
z#36QCU3Nv7%LN}+CSqv3`0z#fg3Nt8Tm(IFr{`vahzw#L&!Rsy^pwx&^}tv8<Y$^o
z3Tk7`@HE*0F}&?{iAPow&`KFl)F1;;Eyak21}1gBQ<TNcekqC9^<+*XknUUgHW%$w
z{}OLYHFIR9((~Cj(0dt`MJgs<o_=?hfhpW@8}K&#&E&}x{|)03$HJn+hH;`r;VSNA
znSoV9*`ki@n3ADdca<gW7Y6d$?Xy`BQeit3GVnBm30?DcZ=Wjt*Gj9D>=4v?j@l<5
zK09*20(6PEo3TIE&>Bk@zRwGw1;R0~K#4|5si@%;$gFUf|AW{NmKE6vf<S+I+LmQ@
zl{t+tHka23-G(Scg0m~@f~T9ToQQC!k^h<(S%$^LP&`{dSO$wu_naX%v=_n)kFG46
z9Y|5+YB01@su!mup-OiosPhb|Du^l>UqREZR_wwex@i_QHnMCocpz^x|8O68?pMaQ
zt~XwW|C+_~F;tencVb+u6xsJ#qi|^&3ZLW9ya4%B@K)c;BDoZ3Ao0DI^oOOvAt)(W
za;UtNllWOo^mD1D8qc&%JeY7f5+^!&+9UU@{8=9-ISS#h3^G*S_F*JsHVAc;2sfX3
zR3R?qL#j+HokPb&k5{EEv-0B5Gm6cppe*@K3=4^}-$V&Pf`-h1OR!Wuhqeg?IK2~F
zd8G|c*P#Sb)~y)R$lKkkL!E5|v+)_w4yg!uYln;`81LTck8C6q-{~laMvzZ=Sq}s<
zTdv$$&GJZOMz`)>OM%xd_|Z{-i|oy>!cvne*uI<kkd<>jt1G=-F;hD|lX+ex2tbV^
zA^bt%lXyE3l}el)#F$!a;GT%_SLpDI5w)*VV_M#{LoSBtH`8!kvpNd6#BP4<Qm_UX
zF{GM&OxY3batq?U?Hz5mw2;z{Ea67p>{bjt(PL$40gTzE-|eIm7_;|VZ9S0%_d@Aa
z#}PaPYhlwTTd4f4h?m^VFCPa{MSBSIpHz$!C%t14y{cgT;u77xI+8MDb}s!w!Ug5{
z^#z^1ZZt&ZbEBb@w)+OkBA=6q84RPi-*`}|k**(?&~2QdAtn$+hgWWd7Umq^6@sGu
z)gqyRY)wgx)?s*^1Hu-RoqT(hI+US1Ag@R#w<uX@y#bq3rk+FZ$s^ZFQHw&b$%-br
z3#_x0B`fg26NiR^KU~gC20TLFV*o7#J1nuuy`CR;lGO{d^dHiz4Da0$e|#i^#1ECN
zg&Sg~J|zfXY_@*!ymZB{uUoLEb>-45`Og4>VEGCh7}r|MFUP?LqVC_^w3jS#k3OCB
zRBs1@rd6>Wr0EUH;u)&tQGJq>!SYT4!Z^<SM;?^TPKb&3Uu5NIRMYHH_9@r_xC3tY
zx?<+fg!&-MZ<=v<p7yCZI<xe}o6=_KpYVK&x@z~DMiSP`6jO-?Cf_?+!0Ttnv6X53
zKmpC;D;r(~MPLN>v-OV#J%NhyVrIJI)Lis);6+Fdg>x1qIy{7I$JNJH5~cf5ioik2
zR?I5?uL9p?cfqTxjq)#y91_+)4hjU7unme$@rwe>JH2Ua3SZ+eiTVv|Gnb~ugeiV7
z%%%3lsjPN|976P-(A!43_B`ahlV_KL75Vj?cmIuZt!ohNv-b(DV&<ahv=QSiC&#f2
z;pcop%{qS6v2|TO{!9d;X8X5sX3t`>aD>npVwE&<xta&4(6By$9;9#W5@Hj;v(b2+
z-K2;7AdVHmL0M8xhDZShZsXV^*;#Ux3@A-|D%IF)g}I8|Ww=Z752(Lc@BFD4&8MrH
zBqO8!HCV!n41;mI+?ZUW?iq^EF?p<~($WT^>alO*Fgu5+`2#`0SwFm0+fdsi2<%AB
z&_-EJxa56?V_D9j#b51jP4|s!N-e($sj1ew$LYf%?phB@ltJJmfuc+qi(;(BGIYvn
zEr=0^*xG@(oiQ`ZH<SnwgL6$Kt#W#4eC0e@qhTnom3y3xW^^w*Cm0$##>y%nkRmdE
z!BYC%kvtzM-TOWdBv-y3QTXl}{9Ms6VfUYN|8k_@+2ZqvHsb0$7ISIa`P))_Y3KWM
z#~={(c6q{zDGf>?qX;Maf>(^W_)fnAt8#(`<ZZ)Nn5_)fvT%AnOOwl0qs@1ZGX-l|
zxFe>kI;Za|FBWzyE^pQR;)jZUKYJ?fc~Q`4C*mz#P^RL3hNHiWSg=lS_OrF<6|j`$
zpcVG+J6a{G?6%!@w%!1Ac=oezKl<PkJ)ayRJ4eU;(hEK~%qZc;CcEHu_S)_0yd_4o
zdoUTb*!z<@+d5F%Sw7fQD`CXWQn`dr5iQvWWAgmj?()CkR{^j4qQzB2qqKsOABeGO
zLnI<lbP0E1W#mvE!_>p}vfL*F3q;S#L{Md!>H`U<9uC@eh#EAVX0ez#!rGrFroR|A
z)0`%+{-P2J-jxdv&UfDjfMwWu1$$cGsSrbJydYGck7WU6nnD5Mg|DO@>FUV!1ji2K
zs0FYmK2|jqZ4Sd_CNJr>RK9QbuHQn`=UM*t;p^TFw?dHBLUJ+4M`h7c1-VkLFnqia
z-`~Z^S-<mLvK7KCk6WbVBLsMx^#Rz>|1dHByV!mNA}@Q}GOY+SV^CyOJ|EGsOJW;k
zTGEP{5IyY*k*fB?V@daHa`bx&6BdFY1M@HMqZEQeoWg4ESf+M$C^9~y?O~Uppu54M
zF^LWLn$7~alZm}ixgvP2hxSu>tnhHEOlppkgo97ss<orxW|K1>4v##q2(m6NsU;sj
zi;UmXnCDH{v2NogV)jn`>__AH+Vqdd#=`Q%;+xIybXh&aGV!n5+kYB^M#n@pt(rAz
zf^t(HEg1PW{DIlvg{y)O<DVTN4Kgyp$lCY+T6_(mfU9)!&aXB4CIHz9ThPZKYNfrr
zgjtEB0oPOvw0Rn*B2h+d#xFZ+7^i5qh0hJ>wlNT$R&R3^wCG8Q=YiBdodllt!{_aW
z^%=#wS=Ny<3rk~T6`Gx=Ad(?$`Qc35?^=LkPQOyihen$cIM;#FQ&fZ2L$MX1P0gKm
zitx8;;EKq^3pGZ3N+N}fMVj5_nm7Z9Zv0c4X4Ti$1M{x4?*L@GuwSzBg7HI#s)r{$
zwofsAd4<Uc1Bjox&2ua4`2Tsnjvm3o^2Po2+Phqa$jp~2?c?hwk9+x24-3lnEbFz(
z*WHB&n(DRFNgn#i3w%n({SeMnBx7{#2JBwI=T`ElB(a_a0ix1|1>S-bigt(+W+)o&
zo_(f#ZTtF*Sc(pquGvWnQtq%V0@?1?qmmXrG?5;rr6+fe)(Jx!&OEzmW3g9loZPI{
z?-$tBA}c{O2nqyKzID>`+Mlz^Xj0CMDVAcQ1hF-nBTh3(T@GB*U?IG!X>^HYBOV;D
zUfj@@7mXpqF!#s!{_Mf8-Q@b{r6n)=&-vpjJpj{8_`o!xm!1Cpa1*ZS6kM%baNO6!
zW?Vp(c`$_KltT$3UGl&@YAi?=jjEYV7C7m#VrP(s4LnqSX^O`a$!sU`^_69cdlsNs
zH7GKIj(l}eeaxV^!guX*V~yetWCpX%N??TCwpoEXfw`%8oqpDBY<m1FK;I_T;}DnL
zmmOh3+QQE%LpU}}Whp$`o_eZ7-UHfZ_p^d#rtrPkO|#(;aS^Iv%k2li3Gzm_l;73k
zyjLT^@<sY<oc`T7!SaSC%+tGRNnu2cvHsB%Dqbj^^B;^gk#b*A=%m4xc5Vlv1ahL3
zivTxhJfDdMtd4;#hflN|<n<g7R41;DMrOIHG^8+5b(_MLy{-=Himwkv;*!nq-WRQI
zs;Dp3ALbDq&UcJ3@F_jhJBr_89+!y>9x607(e*m2Re4*^Jhg86x!QXS`<)bAU<yNk
zwNS$blfE6F3X_Ii-?0At#PhFHBGRSv`HE!T`>#n&`A?IYFvG}@a?4v)uIk)N7Y6`2
zW;fXmkc-d$zMZo+QYzwd{K3X!(fi9=H~LPS$uhU~ac<5LEhzM?_Jy^wr_Yt!K?a$s
z;r|r0P60s+8PRbqVtJXH*AKB;{x1<ri~``^ola6-i2(vT-|o%C0D!#HBhaAd%NDy<
z64H=Xe8%h_r@G9!TBU0tUaosbLSFUlbjobmHDel)0Ey=;XI22FIr2>6K?Q)t@x>70
zz-PY<4Vc&n)N^(DVlZg3IpZ*=KI#!ZtaVxFluNKZ=;qd2G7B8IouU>MUdks)S5&el
zrJMN^p%Xqz&V-7m=O;i{&Un1|xlr!~#DP<q#rP3ja}KN7qjg-Ljynwj5tUOs5#?*b
zxO85@(hv%Vo5OhI+)|ECsfwB(*7kTCg3!VARGg{UfcJ_RQ~{4XDWEYj*Kf|?8L=2!
zFdtZxEHy?@J0eH|xY|5-#1o>ex~jdh_=8M$uzL%{yn%onz!7wx@}!Y*miJ#hZ6{Qw
z?lc;(3%UR3Ux!n55M|jH7E3D_MNUkd@Nc^Vl)J$?=S@IT@O9aNk@3R%+OXc%*)L!T
z)gQgSY}s$vZB!7L_v^w-r@BO<$#tK<4vbH^cHjM*#v!5=2N3SA(l`tO=bk$LzrvIb
zFCvJHdvnU61*iWuMqPWIG={g4(c@Zc+)KdWlb0ykq8h*RI4~mhovtlpQ%OdV2Pz8y
zot=q}PVw$Ijy&Iby+ZFVB?<u9eIyte8L^qFNW6>%+^c$aU9L46XkP{bdel8jvtc+`
zKt3I7C!MOcGxjr}I!m-6GFvx2c(FNAnhzz<)hTW++61!YFnAHgp6m&~7=dMee@jz|
zMv*f0>@Gk=+<~$(2#8FRxflfE0eyY`a+9h3;U>dKyyoD|h$`p+4W+ZxVo0rTbwya`
zKZ$6mwo`H`*L~%WT39g=aLE7E*T553>a8CKc|Uc3m6RQQ+Yq0dL<Y6{cJ7VNEE!Sp
zfvn)H{cYe}G)<3#MQg~w2MuiJ>}JZY*r^`qHL<uO?K*`lTa>I8O_SwWYdvtmSFXNs
z0EQzW+<l#fmsDXrpfcPTTG@>R^};~9nQvg>^@Y_tfo$vHCfC3{=zjzEByrF`om*}I
zn13$4<}22txoa)^tiH79`H3?SGFSnfUk~WMq#;&W0Le~`4eRTV0d382<uo~g&t-^H
zJ$X7$*WWVe`c#SHAX+i^HuA;K!%E+f#a8s{oiqO`x||v{D1&z0&ovWcoPL+p#L&u`
z|1WSa6%b+`10Xd}v%n9EmseQKR;)&h+NA~M9$t$x=(|I3>Mtu95Ke(oCJp{m(t2u=
z%*(Z(v%Wqp%5nIf6@bbO0!s7dM7jq+a#~(~dzl(|dT|`iq&s0VrQtE_kxv`X2^6EJ
zjWF0O3VYcoZs$J_<Q~Hvr%C9pddZ<>Q`&y^l6+iB+vmG*P1z8PH0VSU^jacKE<9Nx
z&3dGBmTIWhF^6HX^p)r-Q~vfr=%~6h!mlvFh+#LT13UjHBO#xrjCri3nqn@TQ)-te
zZ{b|MRZArwEs*O>pmaE)+(MzE*Dd}g``kHMCO*IG&;Esu*`M3}K(-Dr)vLZGnE@;{
zv-~e1`1!jk>A&PQU_60Lp}pSIymjEgR?7WF&4DC9iJ(V@nM?yOOx)ei^U2uc7GIxw
zx&DB5rJ#p214d!P?*HQ8?a&c(tLZy8&km-|O~24>7k_%0umuEXbeT5MK^vqb(1}NS
zi#EAuPb59BwETuZEAESA8CT%Lw`>wcFZDR?F*+cLCR*P`U3Itzh}@e#4<U<+a`k-r
z#t#USkq`x(yi4l4;%rQ=BFVn$zDZ>(gl~WzdVGnD{imY3((_YvM0P5LKC_Wr?FAIo
z6!uF+H6M^ze?H3iJeGXSYP@?dMTLrFXg&T!lF4{@*#=}Lit8X)Iq;ZSNd<0Yp6pJS
zB)dejN~3MUe$J#q&E)Lq7~UC8fV^OqU8b2xA5Y0%Hl-F{S%e}atUS11>rc9QTG3AP
zKpK`@EN-NKj7=`7{hR;~KZfms3k!?Ht!wTcscV{fXPzjfrXuF3YGI-(_8Oi1dtgqU
zADCQBRhJtB;-FXUVo^`xWFa=-*8@OYzE9;aLVx9W91Gw+<pkjRP~*AW&RX@389}Y-
z1|ZU7dshE6q+XxbzKPuE^#hVgY`E1VC+FeXGpmjv;s<IF3xqVW8YtW+kj`_r^Bxdl
zaLG5ksNOo=n!szvcix_OF;ZEM+3(PMR^@+b=Ciso^Bv<|abs=8^7VB6O}pc=TTl`E
zLM7KSok=9)b`A&2{&~8({(gR3T-9Zy;~{gjNgZd5lv#-U8l(}(?%?h}HtHO~=?|sw
zSXRH@SAm3$M*pwJ1S{h~0_tAN!x(<1n=vVbs=i;d84Ohi0C#yRfNZp-gbNrA_)S{Z
zsu+`X0ie8K%2bJq{p~srn3BKWRdU5|-yHHW<F!}uKPh;<m_l6V)5mCP_yhz$=Zf<E
z>EdlF)>u^|35!s%9-r5bbI-Cpjw}MOqEqPgwJfBgHPw5GfeLH=X^TLRqjimot1;6o
z2jIXx?M&>&?!Pq6@+iXN8-Sp(2j5_XWW^m!Q}GGm!;pn<7czzS-Du1trf*mY*;7Qp
z+4pby8Ld-9wTI2IH*ylcuHk&>r{SBzlLnI`C_vvOO;N@-@yGRzawqI}=AfLF8wxa1
z61bh|tR1)UxZ(MBdD5h1iO+u!?*5hvflUghe^`ij<1!aaO>-%=V;6my%yVhW?cx{}
zOZUu+M&EOMRM&YEh*T1)Uik@hMI=40cE70BClNgB1K6MHDwc7aZpQ~Sv&9S+eIJrA
zW-bQbys6+ocjCodnaiVA5Iw4GPbQdLkaKpavd}EIkz8q|glnm+v>93W6TA1(`R#(l
zR_eM!0?J?D^w0&AFX~eF4>xQ}XFP0Nuvc+lf~ziNwq(=JG(?dijSB|!p+z?GW3DXJ
zfh{T?9s%Y9yzX_^)N}tuj~e)K`S=ssb6Q-M*s77fw=Y+XT2*MEOxx*6pOPH-FtLFc
z9_G5kvWxB6-fwQe3mZUL4naPKSR*==gH(8_iUW)^7ZuJb^W5}zdbG=<aJ^jER8%ah
zj!xbIl6^;*NfPT3kfah3fhgs2j~2dMK%Z{|ulCC$iVU;Yf8}%NJI*%&*;1UEMnB)j
zCaYM@xO~XS1LXStRua#CADZu9zYKC6U#?UIxr^m^8)na~(#vF)*+K)GkMdR_0;v~3
zJSnML7gP=iQu6cbL!oR)czgMeFnS8W*g9yEDApTYScJ08reAS!{Wz{xhG<+(H`co4
zroYhr_stb_Y|#C8>4v<d1`}X{xb08OMlyT^+dXFw2^2WdmckVVkDs$cNDa&#mdx>z
ztV!M0gD#vD1k>k~PnVSAdEP8JAoaFOP4$H(`>?qSwD11BFAcVVqu3l5E3UnbIUH1J
z#?jJjDQsi;QHlxF9|t{)Y0^b;aq`|#+S!?+4{LRpB~absWlACg|1K_GCw5<d)4yZ4
zThh&kT8R^L>sWRoT*Z#S)h}D8aBaLkw!!1+)T-n0zJ^Y1r$n2DEy#I&<Wf!9Q85*C
za(fS9#Iwoj1R=%UQlgC^An2>9Az}6}spx4HRNpjoY1p~Nmy*?mk<0xwl20k|rD}`~
zi%}Mg9k)Yg%byYDQ&CBJXkZ{mDAzGu>{sLl`E?QW&+i#mawZy2$o5jH;hCV?oMN41
z;rlMVc(y=xp^0V^jhktnLfQ>DGjw4B$c68ne+spbBzcp>^_<C47+_iL)nGzdg$4%#
zruuJD+(7Ylj_#m}$MFb)DVLC1R$2d$B-m_W?sj`~lfaEZY1PW&sum9P1z+Aw{*Sox
zpV<4ZJq+2{m3I9G9nOwmd;(SPL8UHdTAA2IBCKaON8xckRwN|FKISU9V$@W4@%eb4
z%o4i{Zvw=Gux+)lTrsN*j&bZKxY=oh2~|@SBW9}bn=z}$ZC=D``t17RudKPm-JHCg
zLhd{X=IVAR{#Dwzy4n0kM*8n~?vF(1uVTK0kF$O6$Hm*DvtzZ?W)L!Y%uKEnl41Go
z-A5}lnO@^#t2vPnFw1?iPdjv4v9uhie7CR~j>q05jc&-?T_eY+QbtWpzWIr}gvQyF
zA7AU`g5$4C?A5;fJC^;|N1{kGERH+MsX_M$dAoZA#{6iF&6QC*OL^{amMIQq=5{`M
zT)0(3U3{444hJah!bBo5IlXaDoS(DvIB`b52k9>f7Y#8G$OLkkb+!WdRG^XPAN<T!
z$kp%V^lOp^DRI()#04Gs$JO9(IFx_P{a~?$bysPk!9{w^kDqn4a}`HUR!YU@fXIjS
zc_Qt*#Z0-mgh)E|K0K5Z($14Fs&plt*jJOe@ty4d^Hjg$?VJ2J3+QqyhFae>J?oGz
z?!{df$uk=tclE5IXle-wjVx0Wb~E&-AS=g>vxqK>Bgy=Y@c&=4MhCnyyi(tdku++-
zGu=NVW`84m=|^9Kx5jZ8npU5HyT!oa60H24;l+=!5*@^Rw>FiFY4LA({jV?ds~qyz
zF9wKIk7!RX2}paw_TASz;h?5+D4YEI+-IW!`>i@H>)zWb%QJ=3AEx;{aevj}|JSO&
zdwIQoCAm0Y!QnP#nyytI>JLv2LiZO%FHwwJ4(sZdia#&AGr&ql_*T0ks4)FN`R1>p
z&Gmo$d!f)avk7K6lxA31Pjmt8PHOB}TOlhQoT$Q*lJbXV3D1u!-Av6Y<0>AJWEfZ0
hepL^+E^r-RZ1pFv+fUumxh$keiOGxR2|s`H{{W1!F17#w
literal 0
HcmV?d00001
diff --git a/log/zPythonScripteTest/err_n_plots_multi/IterPlot__MultiFO_Vp__fwi_CGREGINNCanonic_iterate_m_allshots_5_2.png b/log/zPythonScripteTest/err_n_plots_multi/IterPlot__MultiFO_Vp__fwi_CGREGINNCanonic_iterate_m_allshots_5_2.png
new file mode 100644
index 0000000000000000000000000000000000000000..e974b40ac086690bd961c20adb7ff2b96672bfe0
GIT binary patch
literal 33421
zcmbTeWmr^g+cu1iA~B@W4AR}w2t#)_NJ)cqgGdbxN~d%;4AKfBokOQ|gLE_B0=@3{
zzMk!Q-yh!(k!@J4b*}R~a^LrZU<EmG)Mxn5kdTm2B_$wANJ#fJfPdeR?*pHFV@b|I
zLi(s833;R9nzEDXl7fAFjhJU^82_~{8zR9SWymd*(|#XJDfW;)xWbbmm_Omii|||x
ztnhPl8N=Wqjja5k2@jEMlxI?)hzD<e386)~o4A;I`_Svz%<T=#n!a;(w%uJl_M9Q9
ztvaMp7Q9Rwu++0P+AVINrkj{77^4$Yb|DoKu9SYmmLpjjkjrCURZ-z<CA~`I07tc^
zo06J2f_I?pSDXvfZ`MIKnt6dm3-yo_EATUHxR4+*e44rPK2;Rq+$Hvf@J)dQ+!;e%
zcY>2`$|))(NT*wA?UemsM!vu5jG)N(kdPqw&;5ZLfKeX{1OG)oen5tV^g&`to*rJA
z!{RD^?*sc}RLWWYD=v$qs7_O1Fw%2lgg<Wc00;zZ7L@(P|NS0WD&eqKiqx;Z=<ORM
zk9_o1;C{{?TwGo7n{0d}MBRb>9x6nnsDzWQ10QtvOg~=?;6<{(3n3#Rkq*BleTamF
zVa|+k_Zah0v(ILw_oEqVUe##4-nUCg8hT?cc@i9k+h~qS;@)1K?eFA^&ZcC|C2Sx4
z7;HMKmZ?4p2LJah{<YHZmLH7*$U7sB(!<!sM(^fOrwTS^97UwfBAv{5DZ6|-GYhPC
zl0vsMdgKzP*-8KJH~PD6lxe9m!QA8on8h<u1i?w@!i!DI<am~cvfG51qxuqPP02RP
zs~TK*MCPvv`Y>%^qLxw}`dmVg|K(Nxy-vZhA**G%Bh_GQbEy{@L>peOrh8ErHYAtW
z^@FVrV>N=FlvN68zKT-2Pv+3JoU5e3HLvzMgNO<^%MUsq{<j^CF-)}T#7L6DhwEgM
z$ePgM&}hN*wWNnzUE9N3GwaNh?2UrPKFN%;QZ;5u0k<K=`}a}&Ykjg>97%O2G#KsC
zRhR`JYk^D!?NgLC(oiNOO)3JZx*5W+aoOuAT?J{V=$u?7XWxS6II7Vi$R7Rc#P{R9
zfI}9N{uO|?HnWdNBhUPFGn?+ZZ83kWbAIUK+4vp@q-!_XwU)v!P=2%W5CRx1hOS)7
z>&*Q84^Xvub$adQIeiKOE^F<t`C-t514AkwL_X<dJl3uC2sxUM7XJDX+y+Oq93Ala
z#5P`a^G(Bo&1UR^YHjriHP-9{T6_m_eK6b3*P1ZfmVFxK^h#uN#|8D1Ns#*Tix}|T
z#N4h?9=b7@m6Z)Hx<#5SY5i6e;Y71Jd>x}q6)A~0+-*qTomSs+npURSsu{=KF0<%P
z=)K6~f2KK^^R)?BL-xzp<!e!7O~Ltv^(Q+n0{dE?W7{UvuszDmX0Q5K;yI?X8xxXS
zPsDKA{MZ_=m$p^29m=%BWWPC5@#cgk==Kag<g+cD4KFT&!54-rfw4uLUzxtT9Y#DN
zDSMUK+IqE@<_dvb#GCxS0L&hedi#mjDHOqX3Ia799W+{&3iO$LSJz9m)#L=p@)@|=
z*%@4y2_UX|+S5zOG7WOB(O<eNxG$vftCIAdZMP*#)6v3wnw(5&6E|n-tRvG>e?}17
z_YR3PIBmUHR;&A&z`MnWS9G2bb!33D?B>j4(m`lFaW8BukPMFCiAxCd*7o;H3KXhl
z)+2Z%3z5LVqGiPiGv4`eV%1@$99Fhe6Kl2LL}lvDrB?NBXSHge$q%Yk%jmh1LlE-p
zux3;%j$@@-8)h>r35mSgDtz<gv=DKe71?z7&CeENXeHhYF;mr%r!;0H-*~!iv`2|4
zY2uV?p2ljvEGl?o(-C2fZ^KTP94Vd!*l@o7{DWbo_$H5{c@Nu)WN_75u|(uYzbB{f
zvPhSbQ$3iPxA)Kmj^52uPvl59WQe$<6MMd0le30P)AzXV=hT^|dUPzduOwPQ(SMs^
z12+T>jnEk3GHHrHn40(o`aJfXx|5U%yez?r$yditk@Wh_X;7^i+SgmXOMsm=s+aXU
z(RrS)#Bt5(ob~z$6c$Ks&(xiE>t8L6B@ghfu8Xivy<oZvGeQvd-LGv^HI}jv>G%>l
zrZO|nm9mzbce{;D(EP7o&06<!!i%}D6Vc;6VR29?>C5Z2jV*7_g&!ALq@d#s_)evC
z3!+zfoS3g14@7}kkZj{-KU-hMHjR&d=f^^jn0P$F^XzNiU(#h}I`8z{oSIEEAxGDH
zM4A)p{)=h+qY!rYkuNRRE5l-|h<c~3_lPF-=S21xpq*)Thc;P+T*K%x(p}OxVRJj6
zZexb7_toN#j=aLx>Z{yVZ+7~e$m&)No7$b_o%3Acc5}n;Qc_g>PGWQ3auiBPr*55a
zKBRQYKk#rxXuYlNXAp0+DIHOO>L;Qygy{>(6FjbyeZi{Sn{)$>?E#qV{+d~PrP1QR
zTOU25jOUe&Hw9<}GE*O@SUI9lmSY_33PX86#oAxJWVxY&iF%x~lX%Wp@y`sSZ;zV%
zfMSBDni@8*U#4?ZPc@$FTTNE_K?Bk0HsE>MZMw4qCh;jMIy2p(>IK@hXr|ZeUyl&-
zvgr%C605&ffyn&JXQZyTai;u<ODg|qf%5Tc=4?Go(EEz{l<4(Rb=K1U3lM|u$x5m2
z<qY1@pG1IIO2|Ur7^y%7G3Zr_6=)R9z${NvRv;r4M#)Bz+$!1&2`nNq@V2c_?d<_U
z#KS>Q`X0TbE{oGgUU%v58v@#4^qDeT22mE%+jz10QKcK4DM=M66J!$(KcfqjdW_D)
zd_Az*$J-cpeD5x0qfyG^$3`s7xf&UOqYDwS*3(QaJn2vwcmkh!O!5@IQ^*kZWV2E2
zc%{JaQ(-TK#QMe>!^x|>CsiV$FKHH``gFk-9piR-KR6E|4QaLUI4l7RpA$+?i!q(q
z76wM1DK!rEsy^roh;l7-69}&&D?eC@r{p+_JFJv_W|u|A$yxSI(f4b<DqcZjIwar$
z+B&nv@)vFgb<Zk?y&yKhGDOm^kCE!CDppjPLs^eq_IA7R*{|aQsAL=v3lcf@cGwuV
zmBcTZ)JjASa$G`z9OaV0lf9E2k4Bgt9<uYr*awE9JInp{lFj{nZRt+1*$~wV0jEkX
zp3QvoWtL_SG#@y=EOAt4&Cw91=7Xt=LR;lGM1v)Mz$<^dttLKv?tk=VL-M=&Y93zm
z$<K~1;}B?W3Tt;0hU457({MqOj*_bCXBZ!ctkI9(n6}p^kM4H%nOq_}EiT)}^!@;B
z=g48`qEd;=^ZJ-;uc>9?`U2r)CueQ_2^#pEJKyWl&^Gm--{NtxxlFAP2{yYtnXP)q
zq<_@48BS2E*o22V3&gIny;<!N{m6X#=~5rW<@FIl@M58YxM3SBzEF{bRdG*>J5Q^Z
z^Q$`?c3w`zmTFOv)YK>^O&uYV7s1}n)yM2MVAKz0ZOcQ~q=7G;OFhH)^nN?&i43XR
z`C`tV`N}v`D?DF^s-;s@pM5;EF~ms69Ut@9RxXjp<Onzos!TlnwCP+|gtzk&W!uD8
zyXn4KImA*4A|8!}ATu}jq_)Ll8wiNO>%V-PeiBj5kEtiwy?X{024bE?1dsjO0pe8X
z`ckBN-`Q^m@aAko(YRZ~;-WA(>3nFdrExVwj2=!~yK}J-dzy#ES!1F49*$~CaKMqU
zeOHToz;9!wlqVL2#F^xou;$4PttGv^S`X>~5?~~BbwJ<k0v&O-M<qCMaLjeAKJnFj
zS_Hl2*pJOtzut-nw6fA}+q|FRhqj5|N%{5O%T1tsW$)~wB0ByhVw-zy^6c4x+{Ik9
zo@HlG<orzsinradADvq9JP-orF7=yEZ`3^;_kaM;JDpor>#aO5ULq2-D0sd9Q3QPl
z>ldZjo7-~i%Nrg?YJuH}wqb<)>*i`%0xq`76z3f+!Lvv@A0W)~*bd9$OasC9q-tP%
zEd1lX>-G`6`EUfQrF)-R;;y7-@9*PEb2toNGuDu#e|NLoiZ$?hhZnFK<JICE930-e
zoR-R4voTt92!w+O{);F^-Kj@I`UBKYT2ss*IDI^=%3Mk^rIMk+eV`j(LM}`W-B@AW
zpO0K=jYPy7c6EfjwvE+ZA=OIiOQ{SrS2BbuSn1lZvTeya)~ID3d~&RUpxCPKqDmAy
zylHSQkx%9M8MMn@^lOM3@CAwgwa%{0#WzugYYjb%9>jJf$u^-ABZY6*|H!CsY+zl>
zYnE-2qHx#=14<+^j7Pp|3}9Z|XTFk$Il<X1%Tzt3Cl^ZCcBRTSp=EDF!e-6`JcFsp
z<CZB|Y;!|k^mP#?K~eQ%WPgh2u)3<<XPLya@|=4hgYL0pn~pyGjy08!C0}Z{V)dLu
zDEggcU%GUcIH+KD4jht#g<W>o??I6t<cf;=#})smgKU+^^MPfeIfb$lzVA}iJ=MR@
zeaPlx&~*qW*MB%Hg=A~`_ep<Shd=dd((CA*YsE5@=~w*t+N`4Y$dMnBC*MDc-jmAU
z9bK1LQ3)CIlQrDjR2h0$YSsKL><gDY+av1z?Juj{OtR{b)-f83txTxceOd}+&Xz@c
za&RB&z25GYi>Z&Nf*MLNcO%wl+Lwby+v{YeDc;p=dp3S0eEZ9nr?Uu)BDF{Id?!W3
zv%Hny>Ds-U8yYSP-uJyjK{p#Pluf4di>=hp@=bLa$A^bYB+WiS2XqNG50H?43(3kZ
zPHmAS3i_DLehNV8!DXcPSSkr{nX^+|>ra}eupCq2I~z=f995ZrPR)9o8&fj3Tt<2q
zxrook+iVBYTPkIfGtJdg>_-%zbSzbfhIZe05A+nNSvT&;56qmeh2qmB%jDYB9~VHt
z-0zNlDN}|kmBN8kHOYpU5qcD84L`@5tEu;dlLZm}Xx46W#{z|uxSTO?jSj?SpgXhN
z_Ga&;S75sG{QQ2<8`rIK@vs+Bdaw8W7p^ae-hYoou$u0M$P4K5dum9Ew3E0UrK%Qj
z!mOt^>-7=k(P}d1aZ}!5K>ezv+gy;J|8{eEXuH7?^7>15P}OU_bRgzn5Ynl6#!6{=
zT{;#KJc7p@?I~(aF*OPMnY5g3R#44RWa?iZ9QCK_^llfr9u%Agn;p<(g@n3={5lfS
zP#T`KOuh5SuQ|DtEI?Wk2|Vcd1R2S3;00e;w5geVpPE|ks}%qqKqd2nbKy+MrzE~)
zuKL%KYDL0%8(V~dzN-4T%|v-DRO;gNx0W^Zu`pM+B&v;-p{Hy3MZp`R;w%pGSPwsj
zXi*iO;oj71dn4w1_~h*PiWc||5`vkIQDmqW@p3>M@ipkxQ-wuCf#gucCx5d)Fy3-y
zFAbEKWzC!H^Rw<27f&GU-Z~rio;beMk1d<D(sbS$3pk)-Aj7}yu-TP!1+NX<+ycz;
zmpX_TTXY+Z``8BhUu8Z(-?neBzT~tjrl;=Qnm+x2MTI7~vaFc9vDtAHSJvWo+SCql
z9E*(jJfE8$da?tz2FekpX7(~qSy7XfQXsIQzVsZ-{v3JHKamkW5_a1$ejpk1u3HI>
z)wiClcbIEr642F=gT(82Dz!8}DIc}4z^uL5H}9zorf$Lq0sF(Kr_=0ech0-#>E5>2
zzd2RY1gkSmOHGu?6?@L~((ygh`OapgETr0Tvc9P7Tz$5+yIYq{@WOLdJU#uj-H%cA
zRN6co_+5(s6$BVV<7FAsm=_`MyWiZV;h&560UIaavLVk*<LA|VKlg)7#NB0Q*rqS3
zkAz9*_^f6Aav46lrt3PcEUyF45V0e--kDUs9_~4Wt{0QgBz<vb0-;fF*!52?iG{sT
z(1=o3gPHfw-~cAOR8ot_pxwN?FJ8t-+Z%6^f&U07M1n*Di5<VYQKfJ?ZGZFS4>mhV
z!NJqNsO`3nIEvD@&QH1Nl>ze@w3bs5Uyh#2^HkcV+mvYI5xbkEqcA0$osqX}PiDcn
z=C{v#^!3deOYroQ8f^7t=LKfPBJs0zGAiw<K(YcRBW>u{o{LZ0c%7`^^-c!n<}E!;
zyyqD{H;qOeoIrIW@cY|VcjeC+O_$YHL)rLzC{&5FCnb|4+bs=yBQr+IqA;o(uVf<$
zd|f7&jRi@gEJ^5$(S*8vt{W0qm#1n<)nk6@oBYJr%%IZ2U4rkOru|BMZj}a{Qkl+*
z{?i!@nuVDdD5+K4F4M6?p^j@=C)tMW*^thtcYR54qg!XKE{WJhpAjrkE&6zLkZkL=
z8D5Kfygj)wAE~RWp+SnmsH4KUV|t1;#P8GK`Q!IZcQ;n>h`Hcd+gJ&&kHajw{LPIb
zYDv{{RSkLIDVK^SLLgy(^0>uoggrcn<f8rigY(a-5TM^hVl~k)M?AS<DamK{adK;S
z7#NUZl6m!s?HwaUW~leotnetCB$&tW#|QF=7ebJ|=2LT#*p|axD(%|c?U9PUV5}gn
zYB@c<Z77IB>_K$z*CjLp*6do7$-TxRvqyJm7Sj4q(^6zVUmSG!vm4}SrM|4F&;n|<
z9yJ$^P3ZXB7oyUfo0)-=mLlK>^?v_z$j$A>i9zJ?DP?A5W%vQzU8|#`sH&^2s+&CK
zL(6>t1%9Q%O&lEkDznL>Fu0RB?C1Q>)?^kIXlGJ4=gJxA)y9e^byN}row{GFJPU@{
zAFdK<!?w*D51ZVbDKk@fPrJ(Q($o9)>@Kc|^xs?U(%l4F8P*MI5aVfQRaFL1jdcTJ
zDG)U_TqXGirt5L6V|zhyA^BMhW}fAJZg3gFuPoo<)NNkNDS%sw*t7&&%s1CuJu8z3
zfE3rdE82i>uR3O2)MYQyiTQbAW36?n-Z_ZCrZ%q7OSEvZgTCoC@!;XCs;iDO>Q^+&
zr`w>8BHFvlpg`HjzoHKGXc}M5YRr=aukM|y6lH0TpQQ4@CShKu#oRse$vm)((KrTe
zd5GU*BI*{4IZ%e|yKBLA{J<{6QS8*!fH>&JbYHM?3-QvpLU0mlK5>j#eimn4-tyBW
zUY0VN>_*tPu!!LyNit<*@rg!Nl_=dy>+-7Y$n>8Ah1laCPwWrvaGv;1w2?Jw*mtc*
z`$5-p;@2ioXI|+07?FX(i8)?hvj_@$&r}3q4gvL{uBvVkedT+_$xL}Qf<TsqGXr}n
z!Sj*lV0@PugK$&EtKDF7=z6e^Pq}I2#rfv+o@b@~=wmoLmD~%;7HjTPJR~GD-vlu@
z!mFo1xdR(}xrA}vaj8$967$OI6II?oLd#nd1A`k1JfAX~g;=<p`F!)&Ov6j-T0y#w
z)?<C^rfc~D%%Nq;tnBDhpfQ{C@OcVKJ<c*Bn3r5jcM%>h-GNz6+QAv%CUihYf7vt3
zgfYZz8o4ztADw*v)<BWe9k<37>MebQAhs=sUDfHcTt45s`8^7oC+kj^0*XqTSM^V4
zE}wyPy*EyQ#<s3h;_{@urFqq{jd{-P6z(u^d1zVY(+Hp_g@s8gbYp@yKRniS->?0Y
zoxbhg+gCmtJID(jW|(N^<XjJb91x>sWNh3&H3ckSAgO74+hNajsV`uwWvbrA_87o9
zfQNNc#9v<njlkvU-pywec@<pSIi`{1z$L0+1FAFpIL`(3)00vN!nqL!^;}9*&2$Z$
zbVafG<itKicXF>$p{%evpwV#8Xxi)5yZwFok<qR%O~W-zBbM{u$HycWaW1zT6>MLi
z@kS(&>E{mwkhJ5B=i`9umgjg02MFf9Z1;Cu_!?YnIkZchwp!C=c}<49$W2f~<BRKd
zPE5yraykduy=N9$>MxE?cD@FhobDEO<<04+svfQh>P~z$aV9b`At-CQ843y6IVhsZ
z3v0HYq7fC{e5wvL0ruPVEr6o51s(ew*F0i-=dD*^KHXfHWTVR)#%J-XZjErh#*)`0
zdbsV9e}7^W;pROiPQsvDySvqNSvXx|$#49A?{l-uazzJWA^kyXs6%0)h5P9)k8>|Z
zJP`r&m$fRm&vm~?=)9-H!bKU(W*XMubvXt!`=;H?LmQ_&`1e6%VBsPATvD*rbBKQu
zc#4Nc3$!3#W*Hlx)@V0i9pbY0P_tV%38mqyYv`~5jgHWYQ-U4cfz%jUc!>0@_NpEx
zmx5cKLv&9(UNo1<kPT^_r(1^xoz2h3Fgdf1_L&z!Ko!`b#nNv=wqLUt;;@^($?qAE
z;5rt&=1Dn*{WS26+4n3(BqU^}z=rG^Qmikxi4Vj4wh<SC29xP@@l3P>+XN0TgAS(G
zDB-?M`k26($0(^O<qQjuJ+tIp75<QglVG;OCPmIT2NFz*kqLOBWfD~=+0;n=gx%CU
z3`N)>$MSs^z7v=uQ}cUJx!hpoD)M9#m_9iW`UmAF1PtFFj~q9yyx@`FpU>|4uZ0|w
zK2RX`U1|V__dv^^UO{I%>z|8k*%e;1P-yLE#K0}us+*N7)9ZO=sTmTfRkprUhJM8|
zwQ#9Cxf*gUFR)l9f<JrxAUbySC(X!{W~IHy3kA8Fg2=N4Dq5U)+?E*C#oWRq)2$)K
zCd|TrA@~SjRl;Gx?<uz4;sM1sl>N4DBy9w)Y>oQ(XL((!ko-ZRpDJ6A!i8-q;WCz?
z#%<Y(r&y38@;*sM{on#N=_88%k+p-q6d}(yHU1FtBy!WCUij||zf}KVi{_6sHcS<b
z^e1@{^qra_SHuQpRRkVR?0w;f^uT6gsQv9%FnVr7xUUA~lfSe>D*;IAl09}K$takC
z(iRnS_ywhKbk+6Lh7H&Kdt5Xh*^1eqI?V#_KhLU@o(968VggI#@wSKU;a*87PBJH`
zqxavCVZoiq%M`RNSM!3pZ4~kvQ64rbq<fWz0;MG+>9^Qz9%dF#cyI^B{PXVqX8{*+
z5AIt3Xi5kuqZ8btKA5*~>?=H1P^EELh<qFrsncAjMM&Xau5giKvWv0G7++QvqFE9S
z`$PdUw;>$)_$}a9Rb6&1>S9RG)wf5E_#U=+4*ru*{=olOnYSB@^uWQN8|g10aQlJq
z^AwXxpu4#3RhQ_%&tEx}=#5ft#k9d-y8EuFE_yu9Qbld=4#MUFF7t6SX8VR=RTf^Z
zT94CvxcEW_%a><S8R`^mg8T;a#k_Q~eUJF?cK)G)#DNZf;Zflb;fMb=ISO_Me}+U1
zRDY`*{gs=X=z&fgV~R$__Tq*kXUj%3oIXgx7g^gaN{V7!yj)8G)>8{Ju|$stlU<2>
z6}ggaTaVqM-PL^q&NkFTU#=xth+NHlnOp;I2fW;i1oGZ{8P~B7f$x{^-&!?>p&_z*
zCEB0&yR-aOlvQMh4?VsLrqGo($G%9C7y92}eLvO9sk`ESgkcwnjOQ~|Pk*W_9*KO<
zNY8vPubWxMW1lPbhhoFDAKr7*9)-Rj8FqqhB@%D*M&v!!?*1-$&$`c(H^HB9Qh3=n
zYLcJbJy`EIu>qRdPes7lk)pW&7<dA(K7qR)34;IUA`H;#hgEirXW`Tx%-Q4l*md0T
z8Z;Hca=)`;4nfTxHllP2y@5t~$vnCfpE=QIUWe941qY7eu@iK%rRxh^8DlKIm(uFn
z(8CkZIy(>i3^-FO3b>W<1NSY46#e-2p#AaSkguPd{+geTsJ~50qN99k4z3t`YsYbn
zMl0+7&*eiG?M~C`)Pb48?pS9rsxJ!p=G8<!?MHqlmRfdMBz6nkxn#Tr?hlw%P{i;*
zhwBW=ekxRF3OA>{KS_{Q+y1<)O2&+L_2unL0qo}Loja3WLeTz_Znw_$;rGW=WCx_b
zCN5{}frsckc5<iXs%OgE?o+^CkhU_t==0a5u5TB=ctMfE@oM5(AesGnQa{C{gd2Vs
z9}`~Xu$388PO(Z6d2IMamtK*jN{-9%ObCH&u@IfgNpvAsF{7r|o{$^edtAv$mXoF(
zewH#`Ke4&6(qSOJt`dT}ui>wzGh2H80WIz<G>2Q<zwhzirQa?OnTgCf&YaudoOHR=
z$TLv6UzaN7^Rj3~>XcZa(hgyG=SzE*3Jcz8)eUd^MVlNa6L=As&Ji0S{HK7<WOWh|
zi3NU%PHRwaM`S(~!HId@_l}KaVGYyIORe#fPb8xw%fC6uyB66nrsMLNnR78<aHx@%
zMy1g`h2O%b-=0>=FC%Rm{@3~Ci~X~0e+lEyHR4$^43v-5wN$gI4TI<K<(x2-{gs5o
zbYxz>fWH*TL2<LDK&o7T=T1~B@a3D+s&lFZ6I@omJ=nE)TH=?auA`&B_-SN(6I{Wj
z|EbPgpOh3;`Jb~Aq6e&K;gMnDzuoo`uH`?00}EZ^;X1!+nJ`B;yH?thjfC%2+fo_k
z5y;;vl=Cz`^D1l!Y-T~X11H!iOMCd_nLu@~FN9T6D)<WsV&6){_%l3f63o-_O(kx%
zWPj1PMu7gS6_2>*zkH+jHaEJyf&7mcdAmqtxKQV6;!1T@Nwj$<6|xv}9XPe={mMwJ
zUBiW@3tp*{6|0~&qfY;i_DrMPesB-oy?pbT7uiqk7maiK?j?tdBoch)4EP2>TPY0p
zy2{w8<sLg@&zSXH4bnI6$7m;or(I6u+;b$CxvLeae&hGuL$1FK+<zVR7yajd2ku||
zt%QS(kA-P+9JGvIUW_EcqS6k)nV+H-DG8Y2b>|p$G%@~Ka1K2nbEyVPaCGpfo2A}Q
z?wS<tqjq2te7U^wy>wBlAvRPhb?O~Syc=_%Mc)dwKQ0Ncg3r9A-t96VC=eiMJN)sj
zKL!f@k0<^0ao`G4IpZfW$>Zd2CXUXdyiLThlPX}$A3W2#EgnP%TZF!@m8)RDCo(VX
zmGFCg)F(<gWyPL(<*&#cYB3{z*ylAR_DRh*7w>zv&bze|&g-wmq__~S$~UB@*hR0T
zMIy&7tp9|p-WQbR|0AO2{%18mfwV0fR*-IrX1J;MuD@EC4*7SI#;Dvrj_10LC$){S
zAR8VF&8AgdOKnm#W&4vv5-Dr^Im))6_M{o-I)?3f=b;cex)D#6ESrm$!&^Bka~Xgm
zAmP2eEg4#+4}+1DS^gD3d&_$ZVa9(`=?0XU3&tgvJyZG;@q6f4$EH}#I)7Hs-sODo
z%v`-QE-Qgex{%R<38dLbWpIs(2aRCo8vhvSS5ym!XTbF=;J>9T7}65P-$xVi(3M{=
zZ8GL@k7cBidjh5Fo=<tU)p4#dSe5ll$Hb6G|Lf~@jRyj+^?k1UmX&R7@(Zu7&Vu&l
zGp;NaGF1Vh(pGgcx4SzP0MiKg*1sWmPtO3{nPa#jAhcW0-EFs46z#q8!$>i}wp_pD
zQrhhtNA?03qD@z8fC&m-T+{woEAQUde1|nyrNrc>te&=HPVw~3Q7_PY=+qid9vt_?
zmH8}{h_+m;m{Z9S&Iv`ErizZ;A}j!QaI+bom-^ZcB4TYodK-B$TcN-8(OdX^Zn`<G
zLvnRlHuAI3B07vhabvHq)6~^Urd+4f)9MZf@VdZ7>bBs_{Ux-Pm0Sm1*un2C+m@4y
zj(~u3ycDj5uSV!QgBg8EHOVAy+o|V=>Ng88Q>hD=z4?{~>Vy7TQMvcH=ZomI{K~^E
zLG+&}iwEL?<MWT~wr)sscYh4J-XA-pOy#Tm)8r<)w*GFJakAqhPG)myr%Er4%NYhO
zeE5|1?m_u6m#US|QH4wJIzZZ9w>U)Z%{EvjbBYF$jGgZCG7$sx6gax^(w2!+XBnY`
zTkzo4Q~cu-%-PTNuWyPq_El+3j(6ZYP|$--CZ>(~tm<lg_eXU&8@}b)5TYna0fc9X
zi6+IhM;H;Czn9Z@H!P^xM&)sw33sTcxuzNb$P|L9FouRrwlt!7{=f&)va*IFoo_lK
znPT;wHfAEA%~R#E3}vOIv*iYKpxC3mh00hCOHM4sNMfQD^(J>Gx$!!4xU*^WGw|k6
z*5^yG)7K<&<BxP3fmHD?UiGrEiRD}x$`9~IZfU*2f0`N}#YFomA~2&0^VnA{A_27^
zgFy4koCXKdsp2X-UF65etbvCiAxkeh&9}wfrmcK3ENc4h+no;1>shS@kVqKn>2oH`
zg+d*|tW%}l5Cw9#BCI$3m!zo(^$T^(RVT&3n=^@9Y(3*D8gaArP746|X_l`g7GJsp
z&2MZJ_A~-0^YINt$aHm~;6ulasb*jB(Mr5_GlNpL6`tWs;20BGuQ$+pdgx@}F9dhr
zpQv8cnE^oCy8+FcMQI1%zA9?F7UQL(QQw=WQawjpexk+J5OEuRFi!%+A|4Cv+{$@j
z1==>#Cjg8f3c0>;vYjujsp=Fe6WzQc4i_l=3x|0AprHf+ZNqIlhnLRCNR=tgC{O@s
z3MMRydN@J1Cj#{78TA3Nu?_FMs~uOxrR7szUu_o2F)%U~>Mwust537La7lA>UPUx)
zwOEc>3GDv>0c5iN<w~45v6t!oCyrcmJ-7B(V^U4v0p8HYS%tqR{JRYxPiL>k@wNma
zh}f1>s($v2Zt8&v6^55msyZTHuzV>eEi1NKN~xm*tof(5txu)Z`9%lGwTYsE_qCGx
zjpHYSLHIzg=Wa_?`sLns{fcgV_2tg7AkSu}Z)FCZk9&y03jiBfa6qIU&-j?u(R|9C
zloLfl5_-rio7IKD-<&2BL9hSSh$WZI<NWJe8id`W{~(m<S{s1<t!jX10%1RoQA8I!
z3Js=uzBf`K3&7R@%D~jJeTja3XiCHjn=H>b@O`3Zn$z7w7e}v2M=;y$b(&Jw1AuVL
z>MJWa(s9N6DzCy>T*gxE4MZ&ShE_Ky3Rt7u?~x3nxAQp^--w&{XD7J2WJC-dOIwhf
zeM<Pwsc**UYN)sIeYK5AHvZvgEF?g6SS6S}U?6U{SeeMnwzGGD)+^3|NZQ4i206K&
z-h{JXtYd=4^yk^L#m-!-4jxz^iE@{SEjQEEeTT^0bYXfdHmpqT1BK0#$Qe&BP@RY?
z&h}yN)MJwMl`x|N{h`vsjYW=@mW5y-Yyez<>#rO060K|7AS%oPiu96~ER8>Yol+-5
z|AL&ocOd8a_Xi$1EgH>+*YbI@`l`Cqweqzj`mT$>$4;9g?`AJbs!W+Y7Q0R@Eimt5
zNCP8HF&+d!<ZkldyAJC9d&YnAn@pS8fgsm4q1qI}*GETFC7}i2WB{PF5TSYpd_MR=
z{WaaLgNV~u!nUV!-p$3%T@r{yC-vfmg_a$WyxRc6E#U2GUZ$5C8uIKh(acr{UfS7N
zmO36D9^<*yj^O5_=wQgf)E04RVJQ*dNb#bCypw&n0KJ104$t!FAW3y2ycH4Y$Uh2t
zzAFm>&=okzysLvEKp~(Jg_Jd%JlTI8nc+b)v0@6R#2S(=>z%I3yO;)}G~pJY-%?V@
zOtJ!RG<+h;3+rKp^<$OzDJ%evdhb6tDg;~yNSPS4o!Ohi0gM!Ui;=dVUz`s!1)Bk!
zJS9cRt+Ik5a}(efEV+ENjZ??L5ven-2w;gH*gsRwvwOEXg{ppxVYi;Hp#)FE0P6x6
z_&b=?1b|7|Z(&jkI#7*m3xcAhB$jtWoA-qiowat2^>m?)tdHpC9WDBSZus##b2c`L
z4SK9wpj14ynt}_|msHglZ4v(m^4wAH&er$PZ%Nax8Le<wo6~JL0V#H%wKs>3P<cGa
zSU6*oxyfsXwWqh=Jh#6xvDVgTkvS3nflzWTz9D&eFfe%SHgBZ){r63Lj<;Dvjrl}4
z!aVeBGw$Sdh{(nRyVWhkjLM>^$E10|wDTki>ty;@Pn{z$0ba8q7tfwxsXHa3w)c_s
zEJ<D$QSDZ;O(d}!^X<{_HTV)8To9084XrEsZN+(>{<s4@TUt!zV=FuV3-p{wH+&E5
zDEML-esDBMk+{FG22s&S5OjTSizjLY_V^i;?xnpfqzPbDz}}X=cG^t%__1+x1&3?y
zN(KB~|FxU_#gjw4VtV@CmgU90Q3gIlBUZh$b&E+)1RyplEUb^i(X6+c)!+4whW2xN
z=(KoWGMLLHFc$+b^So!(T4b$Yvdn?nSQ+AC@3dJ4Vw%oT`h`>;+b!1@T!t|;X-cH7
zo-Hux5gBzYgC$6^jG}QNwc=rq=7ixv77VT2C(eLez9aJ~iTaTo5E4J&d3OG8iC>uH
z;lZW>5*3+9vsr%l{o_4Qz1y3(7Ph3%;&=jjc87{3r^*pcm(mbipGaoB-06^0Wb0;s
zlGk{)oTh$};RW1gId&1%`uUfLl3KyK{Z*>q_1|q5dhc(ZiUb|W<rV`>zyROn&^C8Z
z@OojoJpa;B))pSZ(e9k7%=^}+Jx(L=uFo1of`~^7jFN$?0p&+Bz!ddVUH}Mcr-<M{
z&*eN_c2N%<<5kxz;A}un0F(iHXgpul^ZKpF%Mk7WF&8PguLorG-(Mb(c>Xf2NYE_n
zq{I^~E!NLQd+vYlgYV$e$E{-VZ%G|L`j*?Za$;Z(HS94oUq>LeXM5&F%x3F<1MVl!
z<Ca~V0px_5aX}@;jLwhjD=~`da=bbD(7Y#_2a{8Rv-{~a^OO<!0{~faxuTkvV@e_#
zZA!psUr7Jy@dE>-KMxq9c!8YymeeXmboFj~#552l(lFck>rG3PcfD7QhVT<FRSqDF
zk+_X~aTs_Bpr)6Bw33v{dyS_X$+nC-h|w|YY3Ewo`HMl33z<Z|%}#RsY9v`oWrUZ(
z?i04S;%j?pCnxK4zxvo1M-rEr1=i!zs!l@H=<ldFWY7J5|L6O1V-)_j+j{R%*4a)(
zldz5D?XP`Md|<cbVw2HW#&I=gs_S-LV6_$DPsXSV6Io6mF;ea3tweWGd&;!9$h>bk
z-JzKfTFf$~EJv)FUOz}lc9{M~Ah4-;X6(G{OO5|1nuow;##zl~&9gcm;|^BAjvoUx
z%-IG?dyVwro_e9i%|1yoG3bC(_}^b9zpG(GpyfIL0x#Pk)t|hsp8G51k*?KN8M;#9
zJiIV{TuBg7+U@2_Vh^#Vdu1QadL9O*C^m$rlsx>Bs<>!HAubI6)fK&xW{5DG?u$r+
zi|1OByjRQ@lh}|7i>rv@HQ4umaIj7wHtf)pxW~dJ4x>QfxIa|4EWC7wrnZLmG=3$;
z()t|<0v0EP{-+;f$rr1-`}RMeOCx~r#XQJR*>DxWlwnwvYK_O4Or~7sz$VzzY^9<z
znBMA{leDy2pIuQJf{v{-a+O*Mm<f2B_u&bur@)}ApN<Uj<4g<Ln#aUVAlndt>&-NR
z$xW3^<n)=Oz)#q?erEV0%eqngL6(F#k{&SMq8X&af3X&B00sJQ*zFO>0PQ_D1}jKT
z0zFJBxx1m8Dh=lVJfK+FJ;6*R7N7Xp?Y@R;PG#7dnvUx9+2$noLmBOLDn!W)0Z*Hf
zAa~KDQtU7u$EWKrr`Q{_6%r1;rHBfowo3w>RE>MaNV-WQgdLo4`zHBYBw0_Nv6%sz
zvv3c1rdh5aK$9VTczXv0El>oWBLA~fl-eM&<X2qn*cD_-Lz}aW%T_HbDf^stp`T=2
zlPlSSMZ8|~6)2VP2yhVW$Up~WKU^vlJOp#^+r`0*tKCZ4k8`BkwpQ;OZ*~4?#Dt3*
z>X8^PtOvP<FeAl=gsRzBT>tG9|G){p<7WRr9Dlb6%KQ)Ns{+axSu(Lgd6gQ6&D2p&
z5%*h2>DS~!Fv{zkotRLyCUC61r*^x5`npx3o}!(CJvdthd&rp{Bd9!VB}q1CZN!D1
zDswT8K;x@)Z?ZZft2JUM=uzs)H#hk<I;ZUn#qf8fAXI-L|J+8*+alvX5ZT*^|19B-
z4{&|jM`$2@*V2EGz@lR1yX3*28LsLYd@5@M>wi1gcj%(as+4?&X7@R=+RhkNM!Ybp
z$=oU1#?j7-h(y#Asy>T>shHnqZR{{)7WbAaOs$h46q!}<kU~k~rA$em|NCALtxJ4l
zgo%iIQeBq0gKYeBU^x#T{6Xye$-!0&e}V8n>+!W<e{x2ET*WrfYl6&}IU1vkLcW5@
zQsJ9hrN#9OCG`bFp#JS+`^m%|mwWR;z7tX=3+tD5?v|Mk>#Pu+VxGMXJ>WVP-9x`x
zEbSze$1%^QpUAw%{ZT_Y^mHqU4z^;cU1^6}&rO{+EqcohEIb0>=`T4~Z-K5D$<z1N
ze(&(wzo_9~tfLpSiZm*;uG^Mdeu-IXbU(FRoY*_DaJ;TxAnVCxGo@;8+>a9c4)Lm_
z5)3v>t6<3pXH^=0j>`^qzM=$`hM3yT8aY+AIgU)NP!6{QV~Uy1z5t0~hiG~?vkhb4
zIqR;E`{r=>mJK%AP|LA~j3jGb8yesBoRykiSz6wxw9Cye^A@bXzsP0(v|MD|rOiV1
zkJjr}{*0k#=*pVp^>1+h4Lv-}6fqM`j64~ECS>wUggBE+5KCHVpYvD{#tN&#(E{mL
z*3|o4N80hGmtb&NOk%dZ&li;O3w?tv-MMi6E;uduv2;x50K4)!_H#@yc3@<eX9;t6
z?5c3>M>PSX9-JRAjVU%-s;4ODXrN2+=96{^wePxR5^{#p{){|HpoNyXObx&z2ZQ1p
zR}xkGrK*;{<;{{ki<MJz$7BwXd*&pgoa1^l#5hm*rwYCWrlW3tKLpOf{*IPFW-8a{
z0kmPj$^3(bwK9uOESk6aD&)mT+a2d(kLPSRUXZwqos7Wnxrj!kXmVvJXz^F*G+L9p
z9T}rnMRMU~ohsDA=c^rOtCtcq^y-6O$Ie0HU0Y+=t1^vRbsrPbOpA;qkK?(grsD`k
z%{V)QIb&(~sxm;a*hvjKs@rGS5d68$!EbN6uJDg42CD2A$p0YAx6$rjnD?!X{B^ZI
z5gI_ugg&GCD+T^|lrm?c>$WPOD7=K4JqneocESX4W5rDgr<v~47lM!T`_NJ0E<e9&
z7of~gGt`{xQsnmg3`g>?;8}>^r6L0w5Oj16lEBg_v9<+${7!=d<=_+Qvlq754eYM-
zt5FyVbF<~0keB}_FbnUK-{uN4+CM(^ozUQ)K(tH^j=?G^+^`uC^nAX?R~VC$kf|GI
zq7F+$?F+!2%xB1jqT1-STX$g#66W~f>%ZZ>x9ep~eepfs%%#%AQvR_ls(`VA4aQnR
zZ$3R*${4{wP?A_EIyu*dKNT7wFQevE*Yll8rC5uOxaF6lR+1?vk0<jU8;IGscVSNR
zxUB{mL=2MBMP1c0b_TMG&7=OmgHte>R+qp;2k<IjSsw7nQ>Vscwx@~tBSM=o_90fK
z!uJb{eqfS&^_r``!&g!-P}HKuPIC_??|5&4qFSifY#zs~Yb4?HQqV@Jjq;R4yCeLI
zV$mU{g&tY<GL-&DrQ9rcK|X0z9q!)TI~XH{6)B+6MYHgvY5<*X{;2Pl@-!>=!lnt?
z87YhD{z#~3J55<;>8%Zami^#>v**6m;kD~oK>J6uzvR}fH6SxBgd=NX{L5%{R=gf0
z-bEInY=C53r<KiD=Fb^K4bf@tU#?cVpHz9^D(>3Q2u-ItP$I}x{%EdV{@mM4#@?z}
z4I(8hUdVbcwvb^BromIIWdC`O3!0MOH?H3%D_~r<u3DocQmlw0U6-pim_VRt#%#=J
z=lGd6MV+osD<`8U%jj9zltM3Pig9<rrgX3uReE;h*RftS)_@MMr=-<?K+e!jT~iF^
zf33NdMSP-F65U_m9XXpA?=dY^X1lRd@A)9<JAfmJBSQ@*lwOvM3ujNz^8Em|s~DtV
zK7S7HS0E*}dNsnr81Yf#dxsN21Qph#Ld_YugGrQL$D8d|bxEV_XY^a*-9ZK!J?^RL
zE1I;NeFNve);*=j!a*fGqbz~_ixuYO3_IuKd-lzN??v71_F~NzoNnp8KV**3Ywuuy
zEI^Wd_{Ya?>9>C^{5ensdD(MdNVP||HiYK*JCWg5rWPtL77oRHXBbPc7{RS%Jb&?#
zYRD<W;&79EMeKe1R4lPoh&Xk<?z)tC_h3@#Ifh#uW|9TlzPmcXyV4I%4sjO}ti6R!
z<o8Ur%ov{IB#AYN#iZuLigcRinEg96n0b_T7>|7?x~6n#=OflwhlDEGpF|i~9C8*B
zFKjwEn~s%yqy0mExBnnCIQf3djRQK}Ke=Y^f4;#jizk8Zujk~QmSb4@{3xMVdUHQJ
zt-FpCcd2kFp*<c0t|z4#Z^g;ATGXi6$Ea%jG`1taL=R_^mj)$_rA>VjrQOcpBwOhL
z%}TL=bAj5ojjMIa!$Ne$e00V1W+R(nwXI*Q5?pvRy!?QY5tCK%T62@!q0A-R>^5H0
zu)74iYZ~f-9#Hpd@90Wz^>;^FNt8g2snJ4SWIT{eOhz$PeEMhiT_c&F+?mjS#`^B^
zl0P26K0jFWm60n{a_528b?tSVR`G`tJ=cbs_;29LkJ3H7Pm?$o=fM`N)6C7SoLDN(
zX@ON6y2MI?NBgj?PFj`Nsy-Yzl_}-k@cW{BW6OLo?m2!aM?{C-=hT}q-sbgEj=7df
zIbbHG+=wA5BhN4IpQ*g4bF&GUET_q4@s4U3se{Z^Rx5o;NST9Ey|NXP-(Yo7=wUy$
zQ}|nn;cYqyv0WVBX8nhMD{9vafq$yA{}VRN>U|Y5$W2IQsh_5rC`q1p@#(e2Wz&ln
z&c*bxom!|$4hMI4e~gfXwMx`MSI<Ro3J8wU(o}NDounLU>R;QFZyfDf=Q_DtHb49%
z$_ecdOkA6dJ(KX<dE#ZL=hkf=q5&?cUE`6Qv#qQ;PsD_JB?)?}Y-xst+*yaT*^Z>X
zm-Y8c5_%f#CYnTv*yrmk&PP#fa)La#$_SN<i!EEqbaw|4)s?jlK~IFd{W%~C((^XC
zxjLugvYo5|l!<Ho*3uU)g5I70G#kV*GWh3$v_c7U5mDqj&Pje`<W*_YO*8<mk1=R|
zEw@@|t>l{1a$O_BbK33Y9}Ld7I;JeU6FdV`RBGV;mNictoax*7F?P$z&v4Tj$2M+&
zbx_7}t6Bh?_JHrkI)z-HW>odI5PN&vT*X>XVaqlc4l9Zi5k_|4GSFUL@|P8B)$GFr
z`5o5MnLdfCmCZpQfcDk9M|N#Yd*&BgFIAc+qWMyvJQLI=eM^0i`FY^su9oT47;FqX
z$@87-X-@u3*K?Z}+-s>c9gyn>mw9V1^UmW=es$c42Y&AT=jRB)y>zt}2_gnFVt^PI
ziUUS=whHo0F@{KN`E3E&QG=89JkZhu=q92^7Y~q8-_EuiY*=X065R?*%{f101$XPB
z3m%|>0D0=u)2p2WVA7{rI^G$0Cn6TZZ|7^Wu4mu%k2c`ez(j~o^Ol=wbZrZRy=D`b
zVlAC(Vd04nW9Z0}JF)<;tvu<f%-ct;_>4BT^5SH}`3LmgaeVw=-SfwpkUzTSK1#uZ
z3Et7s8UUSWKFi$ewngX3-$HHSO$Np&5Qgm`$Md*u4fXZT>rsA;&Fdbh*xaGF0~Q6_
zdd!hxvVP)UdnXh^`oiA&zt?i@NVqiX{sja;g^%WsQfPIRa~VAu@tyqGP%6ye*w@u5
zdHxGvKbx?w1``XTr=LGuNWzO4mV^ySDay63po*y_o%q;4Gv-3ejdp}Rx=N)s=#x;x
z^KnIHWU#khr{hu<gJHtNJ8{Prw5qPlJRXJz4LK(J6uAr7rF7UMNe}RptcrGD6&FZ`
z;d8G?WjyIhbNSzxjNMg>bbb$RQ0h?=If0hJ;P)mp!Q#D717rPXzYo9rp%<$!LjyO<
z)R(Iqqc8rFa}y~hl!W>`fUtW-y{MZL6A;etOdK3=;KZ5K+UUA|yGK-gJU;RY=6Q_@
zLM5E2iXMH8zS{(7RtY%O+-dCJ>Vh8M>FNJpG{a%{|3WjAv>ePejc)i%)mqL<I9N}^
zz?oi`7L9lXvHE}LFT+k9xeS9HfXvW19|a_{YkilC@b(pmV^=%X@s<aYwzbnFC0Gl<
z(MHFwifjx3pf!<%A@zJ{7!Y{3TofvYhMo$}%jKMie*-4T!r4>PNy@Y*ouV5r=*I6%
z2}zLt%ynhf$E#v@X@W(hpWCugr(~C+^&SO30Lsk(9Mm(EgYIt5zQl$_z}y>;PpEF`
zyQ?96T%6T$rqQnvkn@sK2|xXF0%U$mg5?pf-k^0MvX_ILy*@JSDc)~cq~q(<J57ym
zwCe;}x%{F^%(h~><9qEsC&fzAVy|T`eycFf9uAhWqF3+u%3L;_$<^`s0&IO@HoMv|
zB`9V@;suJjqQx#Zui~qcDhBUa%~%i7J!?--XkybmqLf$4=*Mz8U=zf4@JF2~1x8Z`
zAFZX9TaGsm#Cz3QjQ*T-h|~Ann73)!`PiR2yf?Bp4@i*zkP+(oP8NL4h<-J#sj}+o
z`Lq2X#DO}x^@PItw+Cg2D^q1?n7euuDC$!u2IBo)SM<AWkn9O6k-fqNLLM(3aT7=t
z$Dn^2T6A;%?HUfuapr69Y~*?08U`R{j&J$&1c1;1cBkp4Hu8GyTyy?%4)g?l*}Z>e
z(BAtMAQb3nV=tyeIKT&hsale=j#$xv^P(Ou{?n`C3w>aUDdL6V@SsD_zYzP?h8~i;
zQI&^6k-J1bj;nT%qv0M0ejGy9uUsHN!CTx?zF&YQo#VEz`08%h5Si(*rtFRScw*t^
zRN<ypkpXWgc_bi_#z}U`PA$U<UIxUdfbw+cjPqo3G8pQ-J0pG^lU~E2^Gz{*)}s)b
zFPjWD1*HX-Wq_am(Kxf1AIL6I>D0P*B?YRPO_y?jCSkg&s?v~Ym+eINixOqIhMN6~
z_t)y$!NADd7(_)yB`Pk`W}0!^ceBEBO#r+(oReDB$rvyCViK#ToNTOJ`CUnbN_5Zo
zc^f3@6%D>!KFch1rT+(bc+{twMUmf=6Y>N~YbChe_PxI)p=@=X;hl~!OIr8-=@o6N
z(PSHYdJoa*kU2luFH$_c@f!UUxkrPTnT93$Nd?NIQa_%_8V1FoE>jd}Enfe!sA&j^
zsly-VaYH?@d_zcCa;z(3C;rUWB8J*)erqU883^|P6^c%x239K%Hap%7hl~`ezL|!J
zLSkUcbN>-Ht7%e!7_?z&(8s7#WicC5CD-*%`aUP;Q{Vlvo!=o0wCXG#fSk@bSKzgx
z&5run-dtLp?Lf&%IvqyL4TS<kdfM!_X{oZ7iYO?c_}8gjZlH=F&7``y{+`Bvz<>wN
zternMUMWP)HJ3|arf)I^=FmYyhXVsP`LTdpRlj&f2qI3*GN@@BcL_ee`)defKVeBX
zd)jiTJh@*;ZJo|@32ePtqklz)0+My3n~$*o6CST~)q;)jZ@qC*VO`TCz)jxRpQ1n<
zfdPn%<LUI|#pS)ou=d_EPOGMkxI7EX^QsDfR7plK&%$;9$?IrhXxi0vmLbbw5o+x2
z-@NqyL!oSEw-DYU*Z_$7fkAiE^vgA1^!e*eQHjT?8k1h*YMO_B-Ew7%PnCl$;%3&z
zej(UN)cs`r=rCQDEVFh_&v8<IFOlE$9GIh!e5C|v=UoB81E6UhUu?HLI9QC=b^lb@
zNfm#6q{k(?Y1EtQWV-4hKJ`U|FA?O^+m}}crOrvjK{1YqI(W9}Q&{s=(z0YUgaIU}
zH<Lj0nkNobIUzTRoc)LIQb}jl7Y##mwWxkp8cr-4PC+gQf2-h3Xac#Tob+WPd5mc@
z&8GnFvNzm#Ceu0?gRjgJs+}$p$W^#|kS$WTmRAmO9Qz?OSwi$n)0k}7f&CFuKNNp)
zV3ZjwQ|}t2dI0IT@y2U!_7r#CyQ9iUZQQBaM)$1BJWuAoV0taZ3SDoGm6)MFF#X=#
z+70j4+@)R#?weNtWu<@BFrNYpXuVZ5hK++E5aYL`KZH8n0TO`t1+pK2*e}tshx$fA
z{{_y&?!bBH7j7fp90s_XE!6`k*<@K0-Pf9cDayKAC$6=g2B_FA5%di<lLNDrY~3V)
ze`~y1ZPl!bx1MY?8sGJ@o~quQtOB41v{d`<d`H^gz)*S@{a3~hGSsxG2S&0FMX@wR
zQqp&wd+j)>=y%o9s?RqVVWN>;uyN7Sp<cxqrsoa&ILog)SVOy`m00o*K@x<Ith<#-
z9%Ni?e536e6I$01X9?VREDU_<;11v~AVenOkESZgd4bF^S(W^d3ttf?H{-ZKp7cJD
ziG_u<YdX{+HHP7*+_iPzVdT56&a6PrW??iyqn~J@&Dv6OUXI!KvkAKpP&XqDJ<grJ
z)mv8X<1@bhE8@Ltv&bHU3{K1|eHEhT#<&r-6Rma}G;z#ckhCbLc6M{-!@efZ;Ms)l
zsoH1Dbm>@fb_{;ihQksBI>#SF)pL@>K5MElg_GgEw5xG5$?=BpD6+Ugw;z8N?8K=g
zOCQ27jAp8M?qUL$Fp|hOGRD^{p&kj+po~hX;FjX+aV`jD?+@{a!BQss2v6ON6C<!q
zR{DhXIP8N8t$|`k`M@1U^W*D_syBguJEuQO7HdvG`S=%xz3U8xpQ~g|cFYQOM)?2E
zQru`xpbx^6)Xc=p`^XZ9dE+|_rQ5|0kebeZb*jgj09O)DU^7RR&e>#QtS(^5JCb&!
z{~0H-pJ5o!!{IHAn=fi2UwG;?(nfjspw0#-O}toZXBEXO$uy78q$EvODBz(=9*DwQ
zz>FjFRsR!dtCC{>A~7d!Bgur5E}ojT$WR<UOA#f`79^as^zCn5RVu`<PnyaJRE~cr
z2FJwGI#-lLJ9C-dAA(xYJr$DizwKRwpMzVs{r(#vdja{6H2Ciu0#{(28iA?M!x+ml
zVqQzBYNvg#+z!!`q*IK;t&y7WAA3)yC}^8ksfOL9<y5B;U@^i;$iu~T{^R@^W2RfK
z&}Z>C-8j~%`~}47!ER0)t0oj$)`jSFiVW^$iUs(isl>wwwZc@RL_LL4|J*qe<O)Ah
zdGyr*^RE(;sda<w?~w5fX*ibkvMT+>QmMUMRNrM=#fPxzZ#5+2SoX<Obg2*p^fn|V
zhmVG;-~K@yA*gSa%zyg#zkhw@PHE2~(H7%1{D3T3`uW=yHd``jnd+oWAo;4F#pOWr
zio+;QUJFnKlqnURcuJ-*?&a|9OkidNzU{`tY<*~cul)zw|JT@A#zncm>wZ~CNe?L^
zLwBcy(p@tQ4blw`DF%qr-5ml$cS@s3cZZa8i*yN`XTY_#Yw!Qr=e&~_^5J=Y`P|oi
zeJ>Fc3=tLT6;K5J7{}M|ZW6|7m(QP!hYu0E>1u{7N8vp2qjBk)l#@e$kwo6D3zB5C
z6z^d`QC-tT5VqA&8yx8-MHcAIUuGW4L)=O%nOm55=+bfr5Ek5u+NCm)Zb3B;AqSe7
ziKGg8ZR<D#pM6eVs0@!imQH>63u{0YANUOBrb&B9ssr>h0|nT>y#hc#<iE<wE#JM*
zwifLkkE~Qg(Ihcac|)R|BptL(GBFKvXyHdD(qCR2U1ZJZhK^T#rkrQ$TYY2$&q!eL
z=U7Hm?BStU!rEk=?s%Fm@MIpy%RJRO8jK4}X;;X`9CC7;5gf-AgB0P?q-$p%RKU;`
zlcVXeBB6|2@GL1RISB$+T}~Izz@B`CAjT)O%SnA9vS>L@^d_4!!8rupW+_uzW0rf=
zv-KzxHE$}Z3&67va$RWQQgE-{wDNqrv(CulZ)duV^?H&aKiHq&Ps8oSyXAy=-K$L8
zgKI{C)NB4W1++W{|GQ<{=sQosTR>RryHYgE8ojr}_~F_1;Bq1TkUe2V(N*r9Li0J-
zwHEm|rN+-MLfuNoZ0_k0D`jE&>T{S?tG*Z5gd$XX{qF|GBLd#`NxYLV5%|<cD6N#j
zku}UW=I2jE7JFIL6RuX=P*M5mgO}1&LGLt^dIr3-#w~=#NB3Exs|KTLreQ8b&_WAb
zS}u0GYs+@oa}VBS`U(SPDIshiqP^F{$fpNC`s%1}&9@fl=i<1?_3&<hZktvP7vE2p
zn~4jQfR8L$MWuj!^IgHUOn1|Vk1XW;72aklk<&e$58~{wDRM|3b#jpk{}`@ZUJh-r
zb~!R<8p%2d&0V<NK4D)QS4%{S->@X{Ij|)uaYstg*inO}pKH_s@*weCDZYTt&YeNv
zlL#B_kx!^B7UdAf1RkY8sj(7Ev=CioQ-P_G{vf(Wdz>0GRRufqe%`^r5E{J=ydZO(
z6w;o<JjP8IM8*PoqFQtQc$Y~p97DUbrQ8Vo<Tie<aF<?2e4Z%t{5WxpfY{`N56PLY
z9II_)GH>7dv;4|I>5r;&ZSMG6Gcdvd#`mVmteEs>DHU^pC;$U3hJXTnJClpXW)(JV
znTynK*yAmFma1%hUZ@y<6JW?(oaCo*xR=e_gID`ZJe+&f(tTy7syDbGkO;SMB0Zm3
z)<$j(WIQAmgvOt#I~?^*UXj&+s(;?rEW1TSgXF?;fDk@E5*;0srKYoH)9SquXN)Fk
zu)<*UfRbo@R)5-$D>G<}OGL>h3rww_Q40~?zuSGDKNuF>@ViiaT_p4(BJ1P)+fH$_
zXDZNxn^(9pH!x!Fq#d8iiV$tPi82md%AS6RyzR)Q6H)P!R>)Eq^p{x8V-VlN6(ZVX
zU&LSp?;E0-k~m1L*t<n?hT-oR?=2)(utsE2PVlMS&IibDy=wXfYUbFXi?fJ5wc%0k
z5_D@W!Jon-AAUuM5|K9G%S0x6rk0vnCoQ|r1rd}k+kZyMK3K6pHDjs74!s|e{7b}y
zS)^^e05K|o6xAqc32+TDQYEbC6Ym4liyP~@T*#5;hpNN>XSEhNHmUrlC2guQY1{&2
zAZL2gQOnne4YqZ5neI@>QH$VCmN6>`7FAJHbUQ5UnZr;nB%;#>B*tbQ1C4Kr%H2W8
zCQ>wklLw$1jVA6I(XK?+-W2y>vH>lupe(1-YS?E6><{Jn4B?!y`BDw}J0=-w(p{Xp
zUEKBX($mskfCodd$hIoU%AA71&@@JG{bQEoS%oFO+`i5;oV?fDm0=a=6L`_i>E%pC
z^}7#&y(Znb*6Q$^y!?_N)_pZ@vc=PHdedd~J1zzmrs;2VuFHmg$X)YKWgLg9m*(lf
zpCYFpay7yQa2(viPV|j)SG%68FzrX;iI|7;!$&O)ZRm8Go$S!^!wMhAvKxytfFk?S
z;n^0wRW&}n1bMtt3V=p5qcY#K%#=*&oixh%Fxx9Cx{Ic2JM0;)zx;_`wM#4wAFpC*
zDF<Z+%K*7|(Ej_biww<l=UbqK+9-&a0t1}X{EMDixQO;DcfR75!ouF*>y6rXrjyYk
z>Drm5(*>RNWRsuO8EvL&u*D;MG(NJ!Y@b~hPH{f?v7i6z;)1+uU0-1y4|(x}qaxeT
z?=!DP+)d?T>zeBWTEHh{DvjsHv$RWT&;tEYPwrM*%3Syv`<w28jQRv^OD(Hp9(LJG
zC@csP*(yO9f(NrUDqGsRdfL$PJ5Iy%gRQ)U5Q6J#R$}!G(Kt=-Aw7O_PNOa<>@gUF
zo}ok)3LoA^3B;d92t~eKI<J5CT3xkqxTf%_jPHV3;aZ%rf5k=Q9*MsAW4FZQi2&}t
zZ!m67jyXNJd(;n$1*mHqn%#(|wsVjib%(+_f|?x@H?6QMwMTbzsmdBVNtcqz&9(CP
zxQRVP9ucUL5);k8pZ4Z`+$kR1x?Y)25&rm-v)+OZZz-Cz5J^2XEy1HWOkfYeQCRss
z$$N8a`KG~P;wTK>QFvK=<zA2aAEyLHf6dG@+0|`StM4+^Q_!;Vvzu6;fANIL+mP6v
zZ@mXx$M+?)`G@uox=)|R21kW?>Q~RLsy|nbX(4!9>69X5+asd*No;0FXzrzQK*}YG
zRKog?mEBW}W%I$8#992IL=1h7Hu9Tq^bz!ZnKf>|CLFYK!EY<@3k#zBCZda2(#t;X
zC-uO9Vs%)VThU@1B{Qb8zuO^$qn^w|(<AL!j=}?Ip48WOw)esu`5R#L-)BDG+;(uf
zO(=x^bQPkBOAvRhR^Iy8HJlcBp8%t#H{m73t&V|Os(^|U8xa~6%{f^Nk=Bmt=Q<`$
zpQ)bzIi&DS?I%M;tdK`8Ot)RRB5DF=cFz)HG$&IfnA2RnM&5g?*G)GL90hpf`|EV9
z1zttqoY%u_6rv&fT6*0)>FQ!U+KbR&*!Ug{P<YVAc&y|`bB2ky+4_`?b77_!UZeD_
zAS?BDxl%-!B03tyFlC^7I0iYxPR$c?%M3q!g>M_2<hj_R2r()~++!jlkoC6ghnMMD
zk>$KZoc%$H61QqXfmU)rw(&w<VzX;5&wy?1ubZRCD~?^li-r965fdrtH5Az4)Q3j~
zj%UfNe)m2j&U{=zh{la|u9-i!e~IMvrbmUBrc^?amJ$VLd=IZ_xo~m#6i#^S7_Kv8
z%vu<jd`#UkCkAJaWW@zW)!UD-%bYwz<$4x8GHwyxv=b@T8u{YKSMBf`KIMSVNec|(
z7P(7!4q4jKL&RLfr{d+_GfV`z&8N4AbEP5tMe8B&#Uk*1{Mgyiu%{^Pe%!GkcWbpQ
ze)g8>_da~xsp4l@6{?(o`>(ATDYXy%p6c{e&5z5rUimT<7^#J3tFOsgMuNTBA;IX5
zw548$)U?Y54zfMr3{YAuMZw@MzziN{O)4my9rdnkJJz`?=u1pF9a=brrdf+AmX$2f
zWQ6DN<cLf|>AeXn(<o`4ceZv-X#vP`Du$rJZ%U!Kqo00iMGj)-XwlKr&>X33osrqm
zvWe?@s`o*9E};Gj)tgR7(ySk*CBG3gEryFrng@TDzv=|BU38W!Tln%X2Wp%OFgDi>
z20#bQ%_-#fU)?~`xM_0XG&CW7E#(2+X+z)owfxDxfaJ-TF63E~Gjf%#FP;^6f%3vB
zTqL;@qA_2vgH20m&RWVD9Gn#LacL;=qj}TNN)fcn6N0(8(dp7->hThMWYrduMW2s}
z<$K8d{6=urJxI!MYvd;*qB^du<;ctSA98sWM0tfo$v#|m>t@x_p<MyhMX{+aHGwcV
z`-!(u3cqA+F)DKw%)M!J8w%p4#x;!D!}EO~Q%(a+x_1=UXUlx%X_l3x)W1#@<iWGh
zh&f8FRoZ~79&i%P5*FE2rP9dm98{qR88PDBlMU{B5JK}a>PW+91U<gb?WL;3{O}62
zQRXY1_osMASuwLoko?4LNmBh81~c?Zzmd?Ae!;i?x3{TiCv!%cEkJx_cvX*C%eLBD
zTERnCytB07&C$WdII%7U3L=Z?Bv~PFLwQ;RhgNldorCG3aA!z3;tPRC%Ju^1agO!M
z3A-M~M-XzQ;23$iv7sjUT_G0|j`NM)Rw};t$T0BVAHgfA<)IFbF(p1NQkiE+KTAkg
zOim-k-O*GaCM6kSW0}*E*s7?eH?oLWi+J&55#-k!d&Z@od2k1?Mom&z<~Dy*JPv#M
zLj~py)y`96<`Q5spnSAABhyMgnjl8FE~VZ199;#%DCWEXT~DKNHR!2f$)Zo+u7PSZ
zE)^(oamfq*Tn{N=>6f((izy|FX0VxxdqAcP&42Ga%8oeFS(qkVr^}|F*Rtq}FxD};
z-?lUc*Wi8Ilz?)P)<0BtrvT5^{kiP}^gk{JNT|-wp8R5#mscNXO!N6@@N*+>2_xBy
zZR>OX{^kO~B@UxL6b4SNjHcx7nsXl0e2PUs$EE`9>Q6h*<N;>c9)J=UkV&p{*#;~Q
zHI6Gq6V;^-$0>Pz$=_mPjzstGw__3yl!vP!%gvALy#}l+{%>ZV6InnUoPkEjP}?^y
z=SEeycf12sh=$!Py8Jxr%@~`!iN;)`a~*p&LEx9_A4KjD68Kp%gPX5igZNjkPPPHb
zu*wp`y&WJcP44_c=#frE&eqOxeHl=}2dqO|$sU*fiE@wLto8C(^YJzIwcz`tvKwli
zUDaLgHSe?a*qJPoP`F<v&I#LTjT!nL37;1%`d|su6LO6gO#WKY3DgI~&&XlXi5lx2
z`=TchEy8OVEiSAV7iKqgI5N!Tw-)*-#T8J|*1hqSiD!!qjxpSS#a?T8mZv`rFUX2b
z*2|ogl~SKc7`I~rB}X^$d=ekkY-wvDTXSdUZ9Uhf=UQX3b5Hj8#xFkq;-y#x{*x~@
zlfY4&xQFw06Y>ujoFjP!@SM69b_?R(<CR*?5U+9gXE13I4fl02*Qu$rM69iVeu5U>
zpzZ&Rib-LtNnZ2ApPyVi)s20x9NjnOSZUU_`T^`wwuaJ8N)~yP$Pi2lp&aK9Zqrby
zerFXd?p)ZSTa7TgLo_Z0`|j`35GVs$wT)b(Ue?)QgqQD^hu-RJy)+a?+sU6fKW+;E
zk*P7{16Ug8jOPgeN>yI|oJCi&%Bc0M?S3;rJYw;P1K#EmL@GM!z{2FQQ-3}Hk8s}X
z>r0-}cRaMr>W~w5=?NQFKJW8LIbWNXo>j&2nxEMO7Gg(P!e#Lz9v**Hs{7=kjnJbC
z`BfK*gHfNZHompX`}#Ufmz#Dof(msDQ6F8@UNt)awQU}541R!U>1P3yyn*6xxBV`X
zp!rVcw=f5epxnzV18VWrnr46vrvK8M7WZPMmZHi|j~H6a$ZJoR4%j6uExhkwPhX9O
zkiRymyP3BWl!;U}e(TB}n)>>N32i5EBnL*_dAraf$xiDisxu>0$msdILW7r=EdcjZ
zPM+)yb)DVJI8u{ii<vWe43sgx`&Js*odPV?LLJw>#N*cNK%l!jB2al_{P>;ESkq3U
z2A|!u%ja9qL<khQ+yR(KG5dZ-zkklLr(QrH$j}04-pXpW>d5`;1y^G4!x021TBUKq
zt#HGmK&jG@i5g!_Bx5*~xS1#5R7O^Zp&w1j`@76W=xy2c&ZAPOJ8C)qY#uXMv6WLA
zXo;Ie$FJ)6_1QsIfiA{h_N`(YmX*kCMMOH?*Scm})BW>1PtK|oD7Lo>g!XB^MH(>C
zM4s`WZTcrVdh4kKkkjv|?(KblDN5FS{K$|TLqy;C*ubFRoZqGAyJH{e_&^s1QMB+?
zv&~m_cgLCdLha5e8$zwBH#2~Vgf^Y4k6*jyb_*vkz`tH}418ea-|-sG3L)n&p~LM>
zDPLHSzk=1+#_BrGH71BoA63{+Wh;>Yu;EFwsiPUd6NA=W20%3hkgOZQm)rnVd!DAp
z(F;(f9|<B{|5nsI*mN2%i8L<uJ<qdC<93QYJS+hyj&QAO{lZ?P<K$NW3Z-%Riz1P+
z>UeE-cO|he+8&0uxn4kgqK`bjQw#%GSdCZ>p=%YbH}$HuySRr7bMb7mkD0M+MttxA
z86%S8YTYzF1Xxzif7GNyq(yLH_pj|I95FKo9zXs80RbwF{!BA~Sh;+0&L!dWE!S8Y
zldZGuk(!#mK74)o7z(u!EzyWQ|8ZgY$&Q><i{!cwLIbKk4pSf3et;dk9t&pV-I1X_
zI)5|ce2jsF5dqYv<=EvPX=`Q6n{4On4FKKu5kLdEbF92MR{3^u)7(Bp#ay3;Mic!5
zw~rI2V-@(<5FUz0WqDrJ+lx?HoenvW!xM8k&5W2robg;K;}(411e7UFqUNWp^TQY;
zx@&sgr}5<y3PNh3fo73PHTH7URMCYmYO*lC&@q8Aex_hd@eYq{aZF;wLws1mfd<P!
z9{G;jkOiYsr~682Gp4iVv);7~a6Ui(z_{c!4!rS#BE4vy=UI-=If(q-v>a?0emuAf
z*IB$TCs!AYVpb^TlPppJSZk^QDole%)0>kLJkze}s%>rDaN8+$^-4FlT|g;l*j*7r
zPOA&-K=i`}eInv-&<0?(>FsX<?jtLtMt@beNY~mb`Av>8=GI^DaPVnM6+#~+1KM+u
zR=L{=`=NN>Xg(jVD!|FR7Rrxj4a6j>Yz;1l&q;G#I?b)6Jy!F+e875hl4f8s@fA3L
zF1B}4WvC+n<Y(<R_A1{}b(;m@b>)g%I71o>oDSfV&AX4u{r%Ps`3Uilh8V|hh4yZM
zHFf;zs8j;%*6d~II_;j;tr~WH@Wz!cTc0bo1N0xE{nU6sshxSbAKBD!DedMKV%`Lt
z4IBWE2jD5ovtH`I>IAwhHht!j)$Ku-5@$76eYN{VSG-Yav-tfNu19(vZeOalb0KZI
zZ%1>79%SI&_%tPfSyTkLqyP`i64HwUcx5p9Qu&=^c1*e$nWj#9%DINoqFI{`&hH;>
zBrS#rADz6uI$7P6aGJd$_gHVGb7KiXmXpO4;#N@o*IN9kj7levj2u9c7H!(_JTs{L
zM^!QjsWZ`ny&|AaZ-3;mQ`$afZL)kk*U*r|p334RfMaE>utTb<({jF*Rz7kfn-=Ss
zjQC>PdQ5$a9f`=4{Y43~P@pB{^R|LA8*-{La4&25-BVa1#8IQ_Qup8xrz#2z{D9+H
zM5VUDNSkhqPz`SLUg0to$dhe7ttx@&h!9&!?9bq+@gz{VGItI=eDcX2#6&-Y^*Z($
zr)LEvt7Bov2<M6V!(o90paVVgsf{yP+=3MW(d&sZ%|dN4NN*9p23lug0$O`47RA`r
z=s00d+^Jh@mhE|-Rju<j`(BRcYKr3<fU5M~u9uKv5-*qP5K4&~4%i3v^v{>etn|=0
zaA=dM!V*0P+<3b^U$~Yr*&`;gysGvO{Rwv6o?8khl|9T5A6jYpz&xLqRPk^pawNd8
zkhk@<ezMcbHi78#{K$HlLdWEUy9UoHTddxABg)BuZr3km95`~rw!GG268GFfz;19=
za}hSRC7Vww_2p{xjE3@iru~YI?MAdu<d+3HkBMI!G;^P}HnUP_Wv|bi>&T~QW$O7h
zi5N1Jm2+;zEo!U8eaLRHChK#hwE18Vk>?p^iuL_G+o?@KPr1Br0p4!<2n#p79k<)G
zvP`L8@;9RA=4#)H1t-lS{EcQo`rDHeU_!#<N~c|&Rw?)}ZYzsg)#&g075)T#<A$<M
zAbfWRk^Y*HB#9_2D<6m#xE!ZkkI@`!$)3R0NM8*)q#Hhj%}YkN`gy`!;5FSU>T*(D
zqjArAZ)=@g{MAQ|oECz04<103!%U>CvYDr&t9-=VP)KjIAISZV<k|Ww;=j}~K8h<%
zwIl8)bE#J|ntp0?QiKzWXOY?x^Eo<;6xH;+PTxVfsU)Kyp#eBX0Bz=9%0d0aLa-*z
z@8VxVwVW!xS46w-hw%ByC{NXBn_^qU=V`#jFh=^p>xoZA8@tya0bG^->RS~Lo{Bu;
zpdu-qN5^6UQI1(25iY{X5J)7esno;`e;8S7Qs`jNLBk0uBs7bs-Ty(V#FSn=vF@NF
zw&w#=(1mlPRL2qRM!IU~id5};h6$D0!i}bWRrGjMXg)5o(XC-|elI4?7(`ja5jjD&
z0DJEL+M7Q{A;_vL#CwsscT6VDp5}h=4PM6fdUPnWChMgqg8nQ5{ltri--@~Zy!<Pi
zmK@it;A?nax<XoZcdmSkx{ex^6~-V{`N5WUh1{@m`V5-1j~GOTR6QoBKwUq3du9pp
zGI)dLqXI2sBnB-@yxoAR|HuPcM8!~95{37W+AkqfJt7As#(~rKSzg69Ldp+`%#{n6
z>vc>6ZOiKeQ;m&ujQVuj9PH_1_#-j8Kzm*%VS0vTi{Hr2P#e;nC`JVnIKS!`3d>ck
zq2hZp1_hc@^>O*p3{qEyO_fTRCBaD4%H$+`<kv;I)HA?_Y1QhCCh0*jLej)BisFCb
zlQ4mAv41;`F!TY5vj1t0+*c;ymZVMkAyqk7a3hL%ZAfbeWz1ykRtGGnG{B9e?^UL1
ze3F^@B#*izVx81l65Zorbk6kP$uEx~qb?%WU|G~wwPpr}Qg8pLqqIQo;|MhS-s(kW
ztHNAPVuB5(>;T#5o-s!zhb#6}UOpqzlo#4Lg%x_y!sCysr-hWty%XAuhOmjoiSW~^
z<wCcZ@%XGOBwuRlF^u86SSW;p0(U`bM*CV!9N7t>GVrz%^7P*Kvjs0A^TwrVJgJ=G
zfSXbC9b_Xe%lbI7VEz3XD}$rI6$4<LH2+PM0s8)NViO(`m1XKajEf61l51iztA*iA
zb;814^&!+JUe=YN%J(n<y`hR}%;F|3&Ktc518s2Yxt6uSUCT-_D9iRhMVYl5BA%XG
znb>C;tx~Tir|^oyZmbNnfI@WGnsgcl>I{=?(-@u%5DRUGdI;h^4j<tSyhy7=Avl*t
zM?j|6LYTZN<)JHXZ_t>)Gffq73q7%bej%4M@hd5^PC6-C0pB`sDv)fLhee2^cm&L-
zK#?qo2uBQ*?muwJP<#;F8|Ug&$1Q!*vD_VaUB~?S9<V0;S=arOq67!wp2ZiKmA8mF
zeJmbcutKGceN0K>w|n}6G2rdjm<f(xzt1?F599=1N8mBZ$V&E<8b`V?9W~HUgS0E`
z^oRTcFM3oFUHHQ0+QhlC;Vv)*41B(Pw`3H9=5blnzygHs0>KFNY3FC`NPZ6+x9=6_
z(3DSGzc^Y!1gl-Kn$vDED`+(^5rbx>IPDLqqO!O&?AfdgG2xx}NV2$z4p_xY;s%q~
ze0roUxJ1Pyo5cq6%JcKyc>P-A+D(qSOB#Ub?P5&fuK=MfS*qL<1Qqg=ue6}YQ5}Ss
zPhKk%fP?OO*V1Q3YJte|#NWjtwm<sIB_-CRsTea=-rN&eV1(+_x)`^3zppC4VhF@I
zS{TAAbV*$-7c1@vl)0dkM!m-{N4XzJ6mU1Cuc*!Y@mS1?!V(U}O8ZhMaWMBd&TH|r
z2@YR@Ne;_r?U+LZgiaz`1Bhm>R%k{&C~;jTGJO!?I-2v@tWG$T;+41^hP|Zy4^X$`
z4>kFuNHMStf2%LU{H5uJcb5ornb&4oxt`9}d{q7Fn%<<ztbIEjpTC=1B3Q#kfplxK
z4<fVmbd;rgKRN9D7g{q=F1w}mWqqia@9%Qobp`Ncsds}2>c0wQZ1Ztc|9G<;2yxMs
z#nQeRX|ZO0RHcOlw?4EIv=oQ~r!+;GhO5(yWp>jH-)i%cf--)o#!|_kiIkJa<MnYf
zQ(ughK_e_TiHg_A-0FQnD#{2`VTKcMcuPT-Bo1i^7u!NPyNev}#rtUVRj%EA{Yn8I
z)7Hw<8Xf6iFXJm`&T4^&rxlN*srhmb<mF#f=txoNv|3o$p^%^Zh2Td<nU0MorGm=a
z3wLahqKF~a*4!e=Sz%447cuZK&@SWeGYNUSe<yRN6mXt-5&4-q{EdWa!A*1W!owf*
z*~Y<*)6V8wU~rT*lU0A2D3BlQcq>GqAb~Sr!y}6EQ4F8@S<G_0u0u1FF$;%8CK?^0
zauV06VVS_)0VAjhiNBOFbk0(b@&m;&C6ZYNaXT2xP<|N8?y0j)OgHYkpc39dEO}jJ
zfo8&TU$u%vH4`?TYM%yKJYBj^NGIN-m7SNGuDuHHq$&(iNOF*}vwLf&gwo4enV={^
zf1WF>vxLrScQ1u$Fty^QMw@^mjXY-EexCg|;MMKXe=LV50jQNfU@eugLxD2s<J^n~
zNmxd_{owpH;?4S~cZ3y27-~M^`|%|@<sdwUBGO9dF20m2m<b_|KgK;{so?z#g}*k1
zX$sQKL#RObV!A{m(XAq}HCFLg@mn>#4TZ2I2AUQT>W=~7J{pc(+ZcaSEoI$@_g2SR
z5#fpKdi$(V_`bcty2Guki!>F^8_Bcp+oRuWyM|cujB<FVsM-Xl)u{WJg$x8Ym&d1<
z*C0(D+Pui_1HkC<pPZz>cVTWViM6iqA%9q@nar-Cn%^cdJjImnne9ZxhKWvlJCsA`
zOPOSzK3!HvT{lpsv@yhIgdCo|TL*!@(FfB*Hx>>Yo+LYF8TlXl8o5M|nQG=-kQ=qo
z?b1rti=MQjQHsx@9RA6;$GaI7qn6we%yC-P;v~#tl8io>YOLDT-*41!7O}@@)~>JL
z>Tq1jWn)lAr9(M4-5t~7jj8i}62`|jF~sv}^844f6|zr_^ns@u{Jps(C?ENoVg8<x
z*IGjC0DpId$!$_p5DA<oGQBxgo(*Rp5NrB-LCj<}uBu|dlN|NzZ-N@%pD1qN#l?If
z=)$5UDUq<S^B1RD!gkm*$e1i;nS9Vob;~V|xs=+BKUQ<ELrz&FCT`sO;k#sPu}Gtm
z<cE>YC~$E@x->uv3m}8g;i&NUxQ!72aK`|zPYTCNM#t=uiLUKDt$22&w5-1nYXbPO
zpjC~v+AsHb1I|Oe4kdI~vlz-LUVj?4Zj&-i**+)}|109RXAkLB`TQ?C3lar~Z2x(B
z^Kn0qGy$t%dgb-xlkRizMf>qM#cO!KRIoqJEQ!Y3OB3={sDPbh(lDpQ#ddBZP*gVV
z8cPkGhM#A)I{7H8Et+#NM6sx$-}juK&J6hV8NG)52|6qDSOur5_fSM~emY9wvjnhw
zdFWQ7kJ&x9702EZ3#ecZN5uv7z$;ZWt2%&XRd5SIW9Tj=!Lcf95g4Lnb8qlL{AFzN
z1ViAar=mD*`QeX|R{SS{!I9|)HVEs{(RI1LZ+9mQouxCL3jX$Azd1#{i-k0-{@qld
z511AIr`a!QnqH{#ButFq7hOErM`8phSIRji8oXmyxLks#h^Ut0&c!LrOrmgOf<pqt
z$mKCV$d6!}(_~c~MD>L!-FoC|ao|mW&YAm>a_DD*k&Z-+o@#cp{P1~euQNh0R-Qp{
zJfOQG>mz|z#DHR#ZWdLrKMz688}d4C!pI0^hQG}G-2^z`2d$P2O4zIDDa$L2%<w$2
zK9{E4?JqETzulI4$u?f|%mvJ#bsJ+~Eq~%!XT%gkdlKbP0z4TGDe{?qxg-C1g9`l<
zht>!dYxOFDnLb`U%4`j9OOoZVaeVv0fKt-iMmBgD!eY7KQm=+#Oj>y;+7?V&C8pqK
zN)UiYSJlf4vrAx3$L-c!ppWa*Mwt0#n}O_J*i89%l$_wn3G&V18If30wp|oW11`*y
z43-~lFFR{O2)ZrE)K5BPpH%cTfR`sf4kw^_Mqrcsf}d1C9)a10q8ww(Fl!~EB7D7d
zh~?(vs*92(1qp5NqUDnG3JX`}<O4;j+7T;EOsJlC;AVwEgLl8Rt((K{e{kNsD9H^i
zxY+OAyIG#JN=0hV$|&y6dZg2<l?TWfh5Uprb7ZY&lP}^8kcPYRSvmsZp*N2AN+Oo0
zR?kwIZ2Vr-wwk=(CUbUnsO@g5t{OpCl!ICc-98-`6`y5JRtNFc^sl(yV-%VeJX(Bp
z&4L;n;a8I338OU<f@Ym_m06DDe6@0{eMoN;bBmq(ymjxa6QT8xisDLgF#Ij8D7}vb
zjVV7Ssx6#pfOdCmQwBsNB5ig&N(9$ulL|;Z-MSQ~R-%OP=JDy_(?iRHiBP{jOk16q
z0lJN^J^D9}iEC2hpUaa56W1{CH?K1?-%llAn!3jt+Cgia1$MT$z^)|hFVjh6#3P48
znS#X^Iqbwb#==Qe(e|;TQ-WibH6zO0c)v#twC46`kjJTgU4gR8HCQ*+gc8XLxcUKN
z>XOSAT|N}mI^03AkRCdZkvDu&qm}M0|1@(odyROCl7nK$yR)T!Xc4O8ud<&IlF~xZ
z6yS!t5}qINRFDvjr{eYpx0eCp_5o%Q3$F%^1fCE^YAfctgp|UBFhuU8nM!(n6V96H
z)N;$l{j&>*jRoL}GW;I$>)v;8aFcY#*}9w^&yw(d9ye2jd|VqKqPKEZO*~C8)u03V
zJvWHgKeh?dR<g$|>pp`&=8kORpfvGI6gyeu_Kh4OmP2R3>@G_ruzXqRI~1%+LL?!x
zUmjG+u4YFSNKY-GL;z+h4_B68EDZuSBW-v*FGsPE+^mjjr@7_>BTvWJgdsGgtw%0U
zwV?{7EmMf*o!WQm3t}EEjYKmlBzdPeA1pALzwTO$yiTwN8@&EHCm3H9cr#L-nkYyT
z9Y464@bByD_3=T3Wc1xUHa=ZhW!Xd8ScmX85eK#8g}yNsl6h5lRbQW7ugo$scy@1G
zkAk%yxL}4r7L6Xe0I2_*Wm+1+#r?#zv}c6UTzk3lUgA0wL71pNGSsv%gget5A5z{L
zl|3OqSEd~&XqvA8%&{Aak~DoZYE*eSW4?Dsv?S)W>8iZVF=Os45e`;@XZogP-fwDH
z%1q`|YbKFLDtT6QI6rjFBAA5@#}+;h0NXC;JWQ>5n}8>+%nUCu)`FieRLd?U;hTs$
zlwG{KJ@M>cs}$*4zQ%NY<|=Ni`hI~O14LlNDInxf4v3$;>LAIcAh#azo}U6I>Jm;?
zTF+sy^~D2Fx3=Kux?`yGkCCd1imP~0ezVW-Qo0VCE?=!)L-VSxp?O!br=S~d5oHi6
zz-JoQzv=)ibDJ^DfRggUaFWcPrG7so5QuXilL^1k#5^?Auaw(M06{D(VB5Z-VXcSa
z;p;)=Mje&Ubg#N$_IsZsuMHkAzyHa-gLnPud1EX7FVCA*MF--Qq`qZNM-aB?dGF4n
zPt2Po;^!%E$EwrBu>)Frc&r&`-&hYKr9uG7^Tc)gqSx8HOzlrvo{+8TtH%d1rvu5W
zk95RQnn)8xAZxwMX$?^hic-_x^JEzCP3a}l`dlC|5w-<Af-YXzQRJi-o@$Ef%n3S_
zDTZCuLayWXVOyFuoK2NEOABZ>91q5@SV<qS`A%C|>_R8Mo(r?skdn@mv{q(Bbocz^
zF|*)PWFDMBBbfYTilw)DIGX#sFpEq=wwr+=HqUrQB-Rx%jZ@`U0wf@1r=&cS@Tfoh
zMJ0tP!<GcF_uMbAs=v2;Ajb)S?>!PJKzM>z1p=Kk2y=^y8a96rF?S2Dzm~oP6rzN=
zM+Ng=<$SO=J+?S}e{Fp8MLHpWYjGp?^w;)0L&1<@{TcL8df=k<=^q4Np`DC8fCH2U
zQWp-;NeJBz5APu>_|rApJQ}HX0jbP@6ew^}Q7UoplWM1=c<7FytgLG>nfDD%p_veO
zY=l}W_@NUZmMm%L34WqV2kaERB{HuV;eg`Rt@W9EG33dXXn!wY7WoPo!GL^-EF#z+
zQ6jaf*HfX|6abOqhp?%;SLWGJ;X41AX8j5VC4Rym^lT918}S9wJt8j6+e3t%?--sY
z^#0>oJ4l?rdo6UvmPmR%;P``q_Y*Tv_eSv=R#uEI&^dNKOFh~S+$8+}NdGvH5Wq1r
zRMJeVK{a|cB=FYO&)-FypJh_XP`<ELZ_+01jo}{2)Qa$@R+EA+-lDn~k@i+mYys4@
zXsd!e;B319c`|4O`j{$%F`RW?jCg1&%`%fC04zwyC0Y3m?dM}9<A%T5y}Jn@arA;&
zb)z-7_#B14QSR07Ze#i%U-}#ssAq$BX}}FtTf|fC>56=NBrHCZMOdXi<AUmC&t^d5
zWtsplj}7Kt35b<$`;8|~Z~<IBhh5o=vqvA9%F=eh-_nrmz25>I#wKAA>y!jCMz8KH
z!DE!ApkSH@(C^IM4^I8@rI7`CK$R%ty+(i=()Qra1E{^(KT&&|0R?;7UZns~Z#5-V
zQNlb4?sT#2{7;?;5O#BuCj$Quc_K??9`CJ?LZ>L!jd$(Ew~^92_m8O4e>>NJm@M=v
znYUH8b3o!oN(r;|Ny#OktLa_k|LtS@Pf)!j-^<he5b`OT8#fzMKF>;DEo7=nF(Eb+
zx`VqBw7rZU5l1By9o%({YF)5!Mqv#R+A^)7_3LnQ;W6EhtDY1hRa_XfSbXX6CaXgP
zw<SY$FsM<FqF;c^gL`8|QX$JUw%;aMe(BJ3a)C#8^)Rz*IlV?^YDI&4VCF2EKcGcz
z;VhzsTyJz1rE@exwSRT{TL#5IRif>gyHhUjc?%$-dU$-rkDhV?@RPeY{<#7D4?waA
zRRFgX;A3R+aKHM-_UQnS`BJfUCjoEm*&OXPMvt7Mz9~&GQuMzig}g4czfPO&i25IP
zy3c{Yi*VaD^^gyJe>~$TKz7fco{bGK&EjQv*3AB4usepFvfS+FRe%u4x_*-g5`wgA
z*_B8FWJ1=4Ups(j8HiUnZG2t4HrBh3fhWOj^1>br=ri<94m2@_$|9LCxm&NX7FQ-?
ztK@bSBAl5GD_10)$l@waFcS9$>FuHXEUk){QJg<2#JfXxSJ}5Zv%_()tq}Cw>%bks
z-7?_*NS`nv(Q9#1MW8|8$0SiWf7D)$S30P;U*N*j_sEYavZ^OCyteeCqdQaxbu>?^
zfo{dw@#}uhv;{Zli#w*d1|*9hVGoi_(>SZ%oh-3LGs)OEqm>(Y|Kz*JmMGs4;l#aD
zx2&EjMG2&d?EAd*T+u{5Rk+N`a%(-2>U3!=(${Ek=?Eky+`9AX@~|lIi4(mU6E$8Z
zfa)Sc;SqTXm<8jJW<feVNn{|-yPre$V>EsD>`-hdcCdCS47#Fe6&o#gW;b46xg#4W
zqM0ge#}oW)ri$|Ndb^qS^u4fUZ}dN3fWh}$|4UymY86^IB7dEg;?9KIaPrHZj09uc
z<B$h%H}x;lG$XqP{{lt@h)^li8vZEAkbIQ}B+pdY>YTEwwfBU^=sO>NP*>*xB)`i|
z1J=T;vFC4V0d!ajXA+OO8&$GFm5ng&15&4tztC@#+Mxf!;@w{_ZrbIz&JBqKTh6|;
zo(E!RxWi>q*bOJhKN(Df?N}u2r0~D@OF22d|N02Zpz-oNSs7OJ?RmmV3)<JEPd8ij
z0swXc66S!o+3A=25dXWWb#MO#!ZTI#@=H12DbTS?PLb0Bz@jy~$Ez)ir0Z>`tH}eE
z)^&inYTBv$;H>7&Ftc9O4>s4PrxHM<ZIOYfq#e4(4sKa{d(j?lz^N@!Fn?aO{Wij@
zgvRg*cv;xL$mX7ac^_)Arc@&>YH3i$J6L6S<`#T147ygE_tsj46>glfBF_9ZOnPi2
zNi;9^Ho1HS+A~={Q)W15vz3z}JQjLfWesVNUTZ+%i?+zOE%Es@d%4t>m`a`g6?^mb
zms5OSto39CEr9Eo3P4K#MY+>hV0I8|08{t_#<Ni2%O9ebr-Hc2#~%2s4JXvG<mWdG
zJRsNhKQi!AFME7rOb>VFF2a4?!()kJjYyD5*Y!VMY1~PR&Mi;1{TZo)<rT9(0<HIA
zohTW{eb>J1&8%d41anX66yK>QHc)&1Blk*Gw2!8xB>OFqemZeQ5+C`gi_oVpQGA@+
z#4F(LqGM=(L{iY3`N0Qf^(>x2$s#^d+r{9Sml@;?vY0Vj4%UAqxBB*deTL=riVF8$
zulr-_bk{kZH|OM6lXbCE?`|A<k#xyIYOsY`RIM1EqquxMm$M63`+WO&7_4d+$YCqY
znP44Ha_CxP%1%~;LO%;iNvH%Pd$rmCqOC9XCJ@3y(f{A1$`Ad*=18fMjHT>(TTed|
zukD<M`f#E3dARfgD}*053g+7B)`3CO{_FzZ+_gP&s%jfZwLDDoJpe*f55lD}Z4i&a
zVvV=KVyn^;UW&KD&1VfyCDwAU$I%%gZdcW6ootu4j7xdlzwvjBH*K7NSnF4{qogmr
zT!gEFC~&P<CrGfsuoq0nb`t#@k9;y>%q=9Feor7<K{MQ(f6RY!K^S!UJd!0GJK#`R
zq}86_=s84cp99W4DQLG>XZFjYyL}PMz}+%l^jA2~t4qB&Q1&OM*5LH*yyjP$ImxHx
zDuqBPlj0jSF>A_G!N3*?PFv2?W#fqu8rg9DCuRY4zT3LD#VgIkW0vNykgEIt9v;4^
z#*;U=ttn<tXl!paReQWCyH+iMJ`gwHSQh&O!xo^tTDbS>80J+W!g92ly}}Nu89qre
zkw>8`XA8U|L(9p91fO-dZ&3;7>f6!v$MhJ~s~>!|zD1F)qMje$G`=&bIeNcH2)$ZN
zQ~iO#cU6mxuDz&H29585US-fT)iu)KS}SPXse`v}4xjqT%i%e$e|;=o`>+2iEWO=G
zapRssq1&g#T+0+ZSV0(`l6;oq!bsF3<MbKCKy&q4{30ZY?#p9H9@J^ww&pZGkQzIF
zQT#DZP}bwH)9vpMhIF|nq3a%wo~gnsLZuJHW8J?<yMKTB(=o5R0T=#E(d+N8^v6Kk
z(m$!_*BjH{0q%<I{%$l1VP+PQ@4HAbS^Jg%bc>)GgJ`6bshf9Ss2wMYIm2n5G$+yc
zJ@BnwpCt8Bg++r^Mt{5VUH9&XmQnN^$wXzTzdi><ALOH!QI0KNeCOk6J;j&dODO%x
zZ~SJ0!^~Sn*Av*MpF%wUQ?U5&{E{y@Qkf|MXhk*)W{HeE@lwL3iKpp!<}A%YQFvfu
zI;Qj&w|d{(Fp${=;89q<Obk+Rbtt0#So3+j>ZMfvPwvc$C+ESn&ni7Ql@ALB{ZJ$x
z^F`9)s;#UTp#>&dzx)w|`~&d+W3u^>5ectxZZhrY`9jI5?WjaW5^ZI&f%RQ}i72q|
zn>GRl#|JuydDHi#xy6Hc3Vq5u&SlQ&Dbi5a7!;$R>{ue6#J4GAvP$^4?;skEO3e?y
zh47I5zh^2w)JQ+rsyo?8k?J5KI!;M7)fA(N+i+WoLz;$ziYDM?A7#Pk^7wfDCBle<
zLJ?G{(AW<L9YrAt*zpz^gomc$++-;;(ZMM%kK8fdn`PL-!cQL!Q?#$VvPb50+`e_A
zP5j5u&Zs=qV2qq6ZwNX^9t{wHG^+}RIgaR9`fIhmzMwR~d}<eiVczl7q122<+K!hy
z{mT*!R%jLnrk9KT-R~kBfo6sML9GAFyatK};#^-6bE89`wk;B9Q<DM9azGqcDn?2r
zrRSP1wU%lly_`vbH=5Mx0uK$31#87~x_aira@qR11oTFh|K&ITej2zXJ0Tui@2^_g
ztbnL8HBiV>1Ep-(ru-~}Wx6=YyOnYp%ZYayoT6u*NvEDkUL7rD{3+OW^gq`BpOesX
zlzw=^0wnEe@?*4WAzjH#izMg@f%26BP(zs!USlF06|Z}kJZ)qwupyCQnT}NZ$<xrw
z%t?OX1o>nEAfO4U2mQx)uB%;Oxl5TE&O{vS4h41k3%1?seHp`#`tc1~{S4t7sbw=d
zzUU9yfwK0AneM!uE1P5wI-df&-Cx`ft|%0YUS&82g^vI~{v|7^BvB;x{Qds{p-*V9
literal 0
HcmV?d00001
diff --git a/log/zPythonScripteTest/err_n_plots_multi/IterPlot__MultiFO_Vp__fwi_CGREGINNCanonic_iterate_m_allshots_5_3.png b/log/zPythonScripteTest/err_n_plots_multi/IterPlot__MultiFO_Vp__fwi_CGREGINNCanonic_iterate_m_allshots_5_3.png
new file mode 100644
index 0000000000000000000000000000000000000000..cde2aafb6b4c20ffcb4bb100688042d057a53291
GIT binary patch
literal 33570
zcmb5W1yoe;+V_uv5+WfTQUcOQNHfGphjfFKG)Olih%j__NjFG$cXyX`gET|_H|RO<
z`905h-?jd0;bJ*!n7!|NU-`Md_xOI47C}M6M}mWcLlF}N%fZ1tRssGsAv^|NX?ho*
z0SD)~B?cBya7@@sbV$G&hutN|x>OEx%Yl1RF?%1=(Blg<8G+lvaC;|>bWuBSG181H
zz<TcZ;VQbi`Lbg%Q!Ya32%eru2oj++B*>!k)(45O8!NlgV;;lvzP`k2?%HFg#<Sph
zn?X*S%%rP6Sl`CG_5Ox$CsPB#-sd!YUrM8{L#`^|&;-b=ec8HCvAQarkJuFP9u~`0
zBbk%)odw4Stu@T9sXd<J8g+00?)ob>zg+oHe@I@z@;6GDo1YPCTNG2vW8&3~vsClZ
z&W=myhcez_d-9M-69Pp2J5g62jgv>FN{tXSbYRg?He7^9aByw-FT8-y(nWbD2>dFh
zq>Vb{n#Av#qk|(^1}jO8da_yQWGe{DHLz+|eSVHk3S3s@n+F;k9DjZ@KLQ*a$;2m;
zr*Lp+rc7uLAKLwuN0K5`k)r%leQdf|U!Lv<+q(F8ugtJWZ!29Nof_<}(D9kD?^c}y
z!Q~DlPrv;7f85NoCl8lfVSdNh>Jvi)`s~oJ?6&cZ-~Llyu%Lc<KfQORb+uVoL^Y|M
z(5#@oWtZB~D9Vj2Kls1g*Wblvs0fGErpSu26zgm<>srJ`a)126WDUZLGl}-L!moVO
zC`|m6%<QlxieoWo?h`rLe=hC6?U!&4exT_4$?N=#91I^%1Pmf8P4IOgnPC2PlPg--
zmKrM}1@b$xhpqj)n*X|aCAq`btAb<8n%8>jHCj)ZN7y}-)Aw%J{RC?2ACZZ>xB2vc
zz}|dDOl{NpbI~lUuEZmzd_5^sW!h}tE9L8W<yYwc{fUS<$cO5z&X1SpV6}vdwQSZl
zgWv8yrR1Z`vq==5u$Rm=F1y6fHn#OzTEN7h7lVzwd1{?c!Kc8ZgBEJRisOl{2s~K0
zeyo4k$v+n(OSx`NR(F*#9r3#+j3gqQ)L6dWUT~3e=b71T-7EBJ&Es*Xu>SKJ(icR=
zxJbt#W&Qo<gvfB<e^{P)urOectI>u@i7vBuE^$!t=O>OQOIr=I)knFFZa=?Jple!9
zcW)%I@cq19gTMb{G;Qe^*3|TLC{(GSP^HGKzESwS`9i}NSx$5;%s0}vXTt(#jEwgN
z`t@QYS8*6I+}rRDvJX4IVLQ4;KA5eL0<Q#drwaMJ_poEoUNt8vgC(0Eg1kdNLEayN
z_S8^HrnEU`KbL^aAMI(A5QWDd*jcU?<TWAIYNdW#It*S}QTuJx18+NGQb9oycdH_k
z$V_=P7;oub27wez2KMXcM{BA5R+P^Q$~h0bb%i2S`9A_2hx6i>mXP-eX=?8F%;e(5
zkm>2PO_arAu@Cg}bWh73eD~`Lhwt9nNcP9zzYp?)22JM;ldp1njO9C@O=t0V-uvJ3
zfY(azOc^z4>Y$RDMzM9;m7jXWuEy_XBr+NXhU*DL5%2NFkmj9Nz&1Jf`6J6*PlVpN
zU-FVU1M7$I-PlHBX**gq7)*m%jhBDFH}~6toOV+sGu}F)prg<deAyiOR)T!KU*K%G
z-gz)^S(d8Xi8E_&FcQn4Idi%@?zFo}+WDHL%;h{tz#`H#z^U{A4LQE&XXh|9VJK?(
zr4pqcmZMh2k}%)OTRr?sspC+kNm|%D&^KCjEhv<b5{_O7cbU2!&%iK&xcwz-TLtb*
z^ThaBe-e-nwbz@C{fUy#dr>w6wSiEzN(T3(>cuEb920_Kx}C96%b5yu9CY4`!Mx{0
zBel1asJz$fZg-BcP=?0c)#CxY<ZcyI(B--iYGbT;Mr40%rc=*qD9+6<^+c|6bH|L7
z)t-(tS-_;n8W$g_=JYnWja$~2Pf0~`+C&?QG&g^{`Y9W7xK`+fqkR?)nY%NYe>+uf
zdX*w{`Qo+fr|5yb5(&Cq=d)@j!(@lq<@P+AX*A+r!*78PBumZ73R11pM?vR3zrM0q
z@Gp{|NLY6?^$gFIx?7%k9!0M%11?a*N_3mBqLRd4sC9_0d7KPsIE_@s;e#EVo0!Pe
z+V9mKQ9){99mm1E>q80eJCLFGVHyoRkbD34*`E5V;Vg;C0xiv9$0f#w3+sieWOUj1
z_Y|*!7){ex1E>rcV2<?Yk&&l&=dUJjf3=96iU^Qx&sJU;M7v*gcNTH3{#pP>h#Oc`
zZ57+?G<2Dp@_fCwCOC9i0fD2{@CKx($u0sb%*QSM$Mn5qsg}u(3RY>a{9MkJUJY-`
ze!Dx$k|2n^+gYezsdvzRXWJzJ25i0G(()pj-VoCI=pkYk#V{L0=-`4+woUzkHKAaY
z(p`Non%9?3WLBFs3x1twQFlA%`8beBMNDk?z~ZuT*PoD9$s*x&A#2|y30aB*&H9{Z
z-D9-_l}-<9>@FNW>@&(0OMvYSX!iYdvH{g}^4@jn?$fK|@<aUN(z*HJ$IT)#zk1da
znG&+=oKvdRjB!Pj5@hktL@F*y={l2RS0ODwhNHt{gJ~Y^u4b+^Eoh1ayroFxb;(^w
zf>{Z*FC^bhPZV(b8eRMxX>hAGjj!Jg3omJnkJ_K-PP(aIDY*mj>1D>#RDV;)fP?#b
zC%eIX?ArQz&hBh3OUhi5GCaej@?~c*@p{7(!z6b}=2((cnP~S0mvi@XEVqY%-*m@u
z79+&%U?KtbkIt8+QKG3lNMdooL$})=JB#mpooW81FNQR8ixl5tH1p!8&=p3g!L&c0
z##%$F<wIt@Anw-JJz5Q&zKaZt#nILX=~e-=!hrt|6<Faz+CO&x5_takZo0%EYqEx~
z={_?zHAi%(mAspyEuxdmAmrn#FbCZ&yOJ?W>GiD2TBw<hQ47l(bPn)p?OZl3BA=#6
z!tf)E>-ak+PTm_&7)^$W9@w}tytOXI?jMBjUFU9NB~(<HiTW7e8RxaWlhe^gBs&vA
z$uZ$%EfQ|X*ZYA6>o}^4<tH<>)slpNd8$$nrQIZ5brm^07_(^S$;(X+lhq&9$5D`K
z)5Y3SzMQ+bU!JH+N(#Fqsl#c{&Nqj<rA((Q>3DSFw26Wwy@|f_@A9;7TU!FThaXvQ
zJ4d@7vl)YByjwr>{Whh1G7<Ngv!;tC$rQ}=NyW#9O5`ic=aXOi^IT}dsi?}9b1Jc#
zReGIC=bsrVQh~=9^qOtTK)x3=`^#>Rwow}1j$i9Y_MvoX>R$K!v77!2`M4BW+j;Gq
zEte2DD~Y+M9_{1?mTVx;R-K-kOKIw464wD;%2>GELw?AFm<h~I3S>GXlPk&Qv(p=?
zrv@1o7t8*Pi_R{^S4Vel_7>*maZv9UoY_EnS>XEDU)gSr>=WquU<?NlxqKc}t=Mc;
zjDK&Q<;;j*v(W<FzQDj}MESb-3HnwluuETX1OHD(>a8%E3nwnoJLjfQg%@Y_PsC
z^z59WSrE>QVtkhvnC|2O7DPx$pyp*^;2Dphl%f#TGqpONYdU_7>;ttWhf96)3MKKH
zV|Gi%O#Sn;UDU7%*dSIHN8npQ=vQ$fV^0a0C)J|mimn=bItbK_CN|qSdJBoCi0Hgm
z*L4-zF6q@);W}nBWj7u1hS#_2cfH;*D6;bMS9#i?YamR5ZM&N5JBhL&>L9d-V(z2O
ziR|<9?de!3-^Hi3J_itKDxX`8Q(~p*Xl4xbbNzX@48$Em9%X#L%*`H`Qp9+*a+;c@
z$_?BjwwNyu#>*e5gDamIKuOkHQpy}VDm}gt_sR93wlk7wI2pP=sBP8Z0J$sbT$sLW
zk3K~<o2k3GeXeyipjzo(V@q_O{4IeH^X=s}b{A#UBfM=Og0gmXQxV++Uukz=_F`gT
zCD<;@YN@|{E4grah3w9JL);r(v{;(8z3-x3ceQ}ya<(~EZt60d$ynj0x+qeh*ZCfD
zaRcu|G{N2^HRSnFZhf=eom#K5e4TUyX*o17pRMW1Y%^MHI0fC>uc0y|C~Qd8RO@zz
z1y8zPchA(wGQ~<JSY5KehMX8Wy@p48D5X294=<1Jqah)I*qc6LEytGFEXYbhWprQM
zjq!)}0rOdVblK<ubC>gd=Ffd0malD$CJXnzZ5A0uJV^<Lb;Hdq;L0UX8(1Q?R%^*W
zt>SW#izJcCo=GU6Y}*ed(nBh9jSXEF8O({yuHJGgm5q9j6ZdAm__l7`1RN=0U6g7L
zwtCz{6hmAzOewJ6#G@IuH(SYPzKu&<Gy1XlAxjqjv()=r^k2vaK4T0dC3~m7;}(J~
z{n?K~4RiD=U(Xduvxb<7J^-^9N}++LkMBx#Wo@A6#VV9k`wFX!C2;tSATC9cj37G~
zj=8QDy<+VJhR_8GHa0hC$04U{cFwb$#i_Nko{Sj0_V@{qmg1i3E$njFP4<X@V~UZd
zCZim2$c!gAwhc{G9`&TdFdC%M{ogLvdS!mSfOWe|^gusKaG<B8i|vk4KoJPi@I<^U
z2+PXRQzmTH@lAHfS^`oav~#S4{p+-3FILqMR`6e}ILVO|slorAQBh!E0<QQ&?7;y4
z-Pb%m!jBY}sMnBRowp0>sVI>89M4$B{C?gwNwP05k<E-txneH)$|sbPRcn=xdh@fI
z+JF$twT9J^(ywZG_G;He32_Zv1vUKYuXRfyk7AAV>Mlk+D;HJe8cgK5BB_a{Y=BD2
zFv%)_<-p=wWwZ#f%T<z#w%K^@=CDuJ`R=eU)=aV9V5Lm8)~ttKFy}66rN&1{H;(ph
zob^l~N+ctlWW&{&c~8-&8WbSrKVf6bF)eiYa(j(sCxOjCr(N~)I&u<w!F~3FW=)xC
z-DMmb)?L+|BH86(8MQTL-}fWM_#4HxhkWtm&h^(R>{z+XT%CE(Pd<q6GDM%b*hm(p
zec<fA)+1GUz0^H>=O{~VH@ek_!VXFj&*%(z?FtlEJ<LF9mB_LatPQ~!d})4p``sa5
ztsXWcgsQ7upjI9W?Fi;x&Lr60=otbLJy=i^J>dMH+crtE%bWg1kab(rZj0C}pYsDq
z6Flf*bk3<4bZs>LTPFiW5%N2QU8!(xtWY!06mmE(JfVBb7>P#Qf$jR!dVIT|g5raG
zR={U%1M(J+3|=V_O0qgWz}-nWq8Jx}BzbdbUqk?38u4;dRcQjG{-e1j+1&ABnB8~N
z5X74%Vc7p_%-eDIu+rD4hdOPhY>DyP=jSaWBd@h)!S`)s6Fsn@vgFT+xFSGNZ&C|2
zXI>3^2hK)dnVOEWFI+oP>PaOqnE~#9JE7HJatx$2N{n@fL7pf#MNQ3GtCja;G(<zA
zrln$J+++=}`F52#EX;JT(@$*0$I^|z6A$MbPThuzk0BVI2eu(b5y$nwQ-1C3#9BDs
z_l#->3VeM04y7ndvQ!4mF|vimo13*k(Be#nP3@L)^6e=zJCaRjSf^o~5O}4N$g1fP
z(UfxDq**att=-NtkaDwU5nev@p4H4Nz7EPog-lX<*Hz@Jl|TvNbd;kCw*BRySrlVG
z*dZ19;RF25CDE6b^rfr>o*q`sn}As$v|2Wl$3O>e7p#tEcWs8<-D(G8Yj>wN7PRX#
zQ%kHJuFeX)U+@_nb&Ejsc87%3Iv(r@)fBXNIqiosTe0VScQeSRRu>0lsJ=+Qy?Obm
z9jFJ{?`{!$OMKs|2S9W4OmP^s>KzZa*%vN0D;xQ0)hl1ljPt_A@@=_TbRD;T2s!s!
zDo0vU0tHoJ{OvJhf<8Zgj(4YC=01-gh6_tJUb1o)#K7Mdo^T+#i%;!|5ci7xm8o|^
z1H3MEbZ0=spD#1!MnByihj|`Tq2P^VsZXAnPME<yE%k`po=*4>7jWIRa0799gNVDr
zSYH#UbwNP=KE}@>da6Z6s4{arXVVdg`|f8|_K!N(W570vA-e0PMT}}SX7l8zQjF9L
z5q2r~@NjUye1v>n+cv{q$s}`~{rcvDKAce9%g}Jb2pIb$W2uhb8c?C554Rz<zIMAX
zT;$uz2DY@)Leq6h$BnV>(+D~0ZJF}mfVO+}IglbV5AArb=IU;)Oo6tL&v}f*z@w)}
z6U@36A&WW(8Bh0Z1?tJ!8apdh)w^CsZrE+3_IQr`Y#;&cLG6Kofo8OEj4jKmpEs|1
zzJVE~;1azkYPwgfb(v9?%A*hXl<#91H_poa2tHhDn@92=u@;{mrTrqa34c>koe)Q>
z12uSz-g3dLFuFcJ?rSi2k-@g`xVmdiVNT`Ep&faUx`$+IdSiVRbHZ^$=f%yN65|+F
z*D}X(OZTgyp1oR$=O<MM3&udRV-UUQIJ#0)SCOq;G;rta=xk*bnqT!r7FI^QC;@i3
zSvx{+eg2j}CWAQ(vf%*O%;j47A}?%Kgk9ltcc-by3*t}N!pRPw-CgI4UNcLrcw9lO
zyPB`NY5rPvzFCtSBwk5Qqsqjtee^CiQ8Pw7!*Jj-0?KgNT<NDc_{Mj$3;jtjk2MK;
zJ#0b*h3&Q@p4eixBF`qP;=T*}80+cT7D_ITf)|B`K3ui(l9)L?*kIbSE=L9V0g62u
zDiz5(NIaDy>ychZAKut$$j;3rO$8c4RynI7(&re%+iX}USdL~LKr|bO?Zm{qm@I#R
zH|GQG>1FROdMMw&d{DGA2Y!_9a#pj+Q7KdX=(*){Skd=p)uq7RI;^)A+C@o;zD5U0
zG;5W|3wLJyar6}J-{ob9(&$3OGb+udtL=6MI=B~Wm2t>s%1s-uksd5wSu)A`<^r)%
zrB2^Y2!5vA@&mZSTv>4(L$=ml+ik9@xFqy*>0-sfkEEUc1~AC!sH?(!oDsA;Rqe2i
z$DZtb*&i7EeTUsu08GSH7Nxy(iU^QFhG^{qw3yXcm;LPS+tE_PjiVzez+sHLl(^&X
zQWW!2chRPR-ZgBw1ppWZy_4sAv-K%wAoXGo=u6J3=xdYqo<L-r0%ob>+Qp?L6Fb|3
zi4<V7XB~E9c^#&=<U8Lhm~D-mf?17*JdW}<g}o}wOF*g}C4rX^{g_J-4(-H^>avXT
z_lsl!r5n)b&*|h`!>HpyeTbQ*N`+4N^aXJ!>8+>8EQ(^Mt{2aj>$bC?T9zK}8J0zv
z_!?|XoRXyrn{UB1{7lZPBoDY_?^)1kZxP*_`&PpcgpExZe6_9vw!M2&q^vkelSika
z&;Zoo-a3*T?lE=byk{4ZWcUtqOM!;>9EBXZISi>Ubtt-oZSPpRR_U$@kFrup;ZimR
zP7*x_N))`z;S-3q&CJ+4Ac*EESvK5ubjnfRs`cuzd>+vLnOar#JIr4uU)^!7OrFcu
zNM5#hB}zRxOmFEDW!B=RRUXW0aP-!Awcen2pmIS=5NrrJhz~qSKS%}@t5=?>SMJv>
zW#U=WCo^cCXK^Q!rrHeRO*S@?vBN)DXW=H$i<eKj`arcHE3L+$2E$uVEFgrr0gcvk
zWM%0)80etp3ZAUydc=}=s#ZcX@+HyC_40-xuJ<9}2#F52#M;iVZ)~QO3X0=&>J7J{
zB8yyip0n)c3k&rwowN+ebjs&#;Rk9_ia-LTy)g3vSW(ekKPO<Gr5kj-8+Ef<PImWe
zIor$As&hQmbZGq2Z2-Bko@{vZ#QFMn%d3d-v@5}S^PLSwl-9#Avlg_X!Csv0>E3FK
z*XzG4SJrlpYm|4TLVvbY!;W-*_&?XRM%~da#z{nYqw_s8kMFfzjf)ef-^J7v6Nboz
zBlh;T{-?=?vm>ixLAU)tOzKtCRKJy$!H>l%Vqop;#^nu@@1lIwSMNKIJJ=W1TzAZ6
z_GXp){mLyguUCw-B>7ZB9o!GY*ed5P$1YL)UPuAC^RRTw(AH=WbvcPwQC_;XI5&4a
z7*h4qs&|(Q@L^4xc_Az;?p0-=Exhb8&Wec0rqUpd0;-H(9*CXMD8%o7wMS$3C7g=2
zukT&unbbJ!a2#!Z8{|H}u$Uj?jOhv5yxVLYy}L=CKBzz6s<G4Foz<RiaN8mMc6Hx}
zEb^Q&8AJlyQ(aMUG)tzkSkJp^cdE&wJ}K_dpM62?dOHt!(sHW8?JDUdks7hR(IQas
z3^Ys*qd^hS(V5ZE*PoIJN<9L5z0d?-q?xK$t5{ae+4(Qeb9=<g4|L`vq1IMmW24uI
z_T^y(z^dr5l%dC~6NxuR_~A|t?R#>Sa%8>LT23|*4(7w*ncbz^sd_LK<6g=Ly+jvX
zEn@ny-4zLp<$);MOBZS$Zy}E6xwaRFo_punT@LC~_bHzqsa11CEd=@S67dC)hMDf$
zKz=VV5)DM6U0vXX;>>ChFEbJxM4nTm!MeWB>bmqA)R~jsOt1iPlk911)ep4Eh~QK*
zf<saX#56rAL0o)U_KRsfsnpYu$$T=GisNhQ7r&&qbMVWd#{F^pO&?;&S3ToCuDU$H
zv9`GN*Y{VH=n!q=A?tho=SBPnLaeC^5{W_mJ7nmmCL5cv$U#B?Ftm}>WI7)8XlM`d
z8!q2CWYqV(Gc?xp7{oK2=2!*!Wnw&2sR2b}wF|snHVz+;JqU=5Z3G|!hf=MCI<Nmu
z7+ACJ`#@bE-!BxlKLN4}3{(DGlSw4z`QJ<KleN^TykwqM7rsQk41uSy?ku%Gby~O)
z9dpFeR5SVT(jw3@S7D@^I7m_r51P*kXP5f80h{<NT`Ek8{msfpZSHB0JlkWnBk}?L
ztdjW15}GZ1Eq=;%HjEm|Z&khUU-B>~1#K6}1M=-BO)s^VSdfAJZbSMD>)V(Cbf`%Z
z)&1n}MghUrdSC7HfWGLOpkQbW`$jB`AM>fJoTi_1S%sXOR5+^gdoeU>n>B{<F2gu5
z{woZ=^mok{-E3kD^ZcKbMM^}~)9{j+=(oRLLWL{ojdAXqv?O1P`&t>!#>)xr?}X@n
zV^Sr&w6iTaN&XB`j<C_UA!7)n2}39}wh@_`U;C`PF`bc`lP;{9+U#IruV`i?cFd6;
zGi#2f4u@X;{)GIbdQT^&uzD2w{`;chu~-N}5S|v_dtw`}g~PhezuOx_4zT@APtF#e
zzatQV`#V9;{J_}@#{6S@lr`un;=wqgtpm^ZEz)D?GO`2*W7UJ>g07*jp9qGVm5TL=
z##=bRx=Lmx6Fz8ahP}IlC&n8$lBf1MCKV4Jh5<7mIMGys`=Qxa6IRr}>v^zoTi-rH
z9f^*4{;tf-o4%Ub*xx6vbp}UT-aV+2D?ORanl{Uyk6V8x`FXd;Vdu!na(b;bKu)S%
z>%)lG{0T(3Ku!)elP%y0Mk#T<YYpU3x65&!LR0Nk!_mho$oB;flp%(^?@8!Q<o!*o
zK6x-N9Sj6z!RNKO02#}FSne=9u=78hP`&8h6@e)jdRJ?da&*Eyd5d!26B|3$*Gg84
zeePuqwD5|^4^a3}GaBkAUOlW3>(VMFPxv$x>pSzD5!g;yq=NyWP)O?&cXjOBdV%BD
z0CxUi@a-Jo7;gQ~pzx1vOZK6AqdwGL#n0{^HW&x&<wR2E5rRmqDMrYfH&dpS_9p$C
zhNKZPx-q!Tj?XqdS4rhnomgVoNZ_-u9N~EcDXDqbuTHbl>9FT0=ATyG?Vg6oD^H5H
zh!#_%Y>M7o)V?2;rN=DY+<bVZsmNr&)8zy<1MXi}90gZla80!XujooOkO_WAj17LL
zA}z&@9~xv@q5EX?6qGGVV0#pMoo$@X>RmM14(46#zSOT!TN3utoMvT>+={Cppt0ub
ze9S2k59V0!`B;FM*&ip~WYD5Ysa%$2MS{cteE5%P&-=?l8M^pF|K-p3ene99i}&9K
z2iX2wHnovxT0PFFF|`8KM-l-ieJ<3-V}9koDG*0VSry-Y%BW&+s7{>F?H{MH<zlZ_
z>nWv;M@=76$RkG)YN1ljRcxv${(;;s&>vhKUD4l#Tm7z0wMY6{uk_EyQT+#IyKk$$
z7{2f%8H2v_M~Gj4^U#@+On})RJgXG?)A(;dx;M?Qn~x1+d45@w*uF;Oe3GA7<G^CP
z%llo&n~<|Zjl#hwZ&${_y6h8_&Y-4y#*36^DxEf-SjRu;W7!M7ml}Kw66{B@bHhC<
zWlpc$mUM+$hFZYb_Qh393VK;SeSB}D(+kKZyeqWbr8z-jLh+1JCB+s>x#tRc$>{eX
z*jC`om*=Y{kOfF4{@%^F(ZAy5-$`-Y{&4m}b^y*#ux0FaFty<L1v)X;=pB++Sc>In
zEdmpoKO3>&Xo7(yUqH_si8bt5a<y_;mPWqS1e6BJ=*2ix^x898aG$9w_$s=po;6-1
z&EiZ3TnYat^gJmBE)K?l8XUp>!%9{1*MJQ9FOy-f;h?m#CDmq4;L7mow%P6pNW9d#
z7-s9HF;jQF{)HfDgwKyPjFPCqa?Vq4@i8{kWFjx@>w4jn7j3X1ZXMjg9$E%aj&nV7
zr1`8<{x^i!^qJ}4&m2!}X1e;&*Ru%tCNP>*{r*m63Gdw`x(n<@kN4*eQ2w~KXlumt
zxFKCBL()vqyF5-($)z%VT-TaepNMb$ed@YMyqHd<@2`ppd<ERwUUIp{7IwF$%Q7IK
zz9;sU;j>rPI{U&Jltw(4ka4XrnZ9Ih#er&(e|>i3b$k6MEM&kO1K;bR*#a>d%J#=_
zn^Y<P8Nixd0PhuJ@QQHGBQ0oqhwB(W6O@xb7*_x%BQd~fhxPWv4}X-+>EkM5$D2eN
z)gL@1nT21UO{0KbtD&8)LHFtGLcOEIOT^3a*aFKc0t`>QO}LIfm@pVd9A&e0*RzI1
zmI%N26FGo7<x$^#6#duDkdXEL%}amt=KVXApOB7P!Nk7c<CV5Cm2~B<LZv51Gcml4
z?b2sfmV1UHVt;J6#|rG)2jb<>*c1h~wbwk^SZ{kN)KBnC%086qESSJh*8UbVMsbD)
zueQmw(i82i^CZ+eWQLt2)f&~oV}thPpSZ<>KAlp$_77wAr2e;Gi(yRbY>Hg}7{z>h
zR9lj?!+b6bo%@dHA<A@=zVeHpSDI5E;i>By;M3pwu>j8rhkhg@m+4Jhx7B1xXBB>p
z!?JXdgmHcKnGoaI$T8D^eo|=dbdnBWfc$8mf*#VNO%Osn%0G&gzIENMp@fI0M>28Y
zi*OpG>&LYa337trt@hqXVE=A_nfVf+zArcrJB!vM*_U#jd?&T8<;#OaLqtux;-sFA
z!4`VOi4Emo2}!<25A`iE4~?e`%CB1HAy$ozQBIQe4#kNVvXAQdmdY`~Rqm>=fuQYb
z+&p_gN3C7Xnb;HYa+lNoB!p#<gL3#Q>Hv<mE9Y7n0f9;GPbS#@Y$bK0T2=OS^~R#M
zYD0C2wQ^&_{Bu;U-**Gt4W^T4r+&Y0N`cPaW^nMTrsq*E4I$4174e9R8)KW~<$&D!
z)leYgL@{cp-1e9vTQ=?iTx+JAW-af%i>3sn-u#gd)qO8gLm?4epj~5jLt8|DIV~dt
z(i!>Upg2LVS+NhW%-h|ptYju*u+UD+eeF3+;fcNkB6f5Gkf-@<lw_^$(Xa?{m?R}O
zJ<Z*YCS$%v^;Q&!$LWfgF-%dZU`FzRm5rioRBQA;L9M?X=_SU*!O{A1>$TG0q|zB=
zKAAs%^sCjfFS&8qp^`_H>qqC;N4)rj%)_c{rHk`N`deR<O2n}r4Ec-1+Sz<C=v_F}
z9dZl{mw7#1ukJIDI3pd$aV_JZkswLAKA?WPB$B6JU<T&+Sr$DFmw&zPM+8i)DbeR$
zSDfw~77pDmZB1t@R-vs|^G;XodcvsE86yt2Yt!C&*U7y!b`R=>%`m1w%DcS9<h5RQ
zeP$(K+k*+;{k%OIdBoe>b7_d&RnYa)D<fn3tK?BPl_`BM03B_1V@P-NkOz|a!9eF|
zsT#FI^U8N~G-F34lIstWkdTrx8S4`03}y`1w%Z#?g1$GK>xfcTp0t>&3cOce*j7ie
znO3054kjh8D%ZO>bXQb69S0HSjitnppHQTaZDW1#_yo2HDy$JF+nHAkvTWF_x(?K_
z-bz636>tO9^-_`_Jqyzk$vvR5iNhk3166f#5IwDFYi~{$IrFH{Q@geeP#(VQ>A4Et
zGfN+uE7Ht+|ISiHB)LeKJWi21JM9bB-2rCe7uRWkghqV-3qq^-Y)<2ldP~$R8TfvE
z4PsCpD_3_RQ>(8L#AM>TyY}COn9o$?Lb%5Bbp2`68w*?DJ5)*To3#*HmLx}q(`}?t
zR)9x)x<$G%%oJIk17rVt%r<UHLqqFOX}M_9_3ImDvg-+Z$IHk9A~xM0#&PlQEg|dE
z)c}o=ubivcyCQZBgkGK>45zr68b*GrSIT*E4`aa52)V*LDp#-xK#?(5VLo|v06808
z9tYcYw^N-SIKa_X<hrt;yVcmvpCm78SN<%qKF>eri#=VS0yxyWo9)q=GOIR|=R{+B
zeJl-!tMa9{i$r&trJs8dsRA|^3R-6dEBP*l2mpHfPU^Uama??`B3thH0|jtb`Q6;Z
zeRpj(-wAY&2`*=js`>jA_e6Y<*YFyO{>0xO3Fu_|6DzL|sXjNHU8ZLAPVgQLod6K$
zvb^wmSikiLRZ_y~31oxkW|7mbx7ObLE^nv70T|`=VrjzC<X^NpE_XZ3D|bKslVC?#
z<F1QR8i=?~egH=1csW-5oOsS3y56U0f0zNunQMs0%FCbo0G5}=J8ilF#j;vCZb+L0
z4~+p3m%t3D7VpmUxa>@7t@PI1&g=V308K-&ez#in2r%01ORUV#%@uYpceZN}qcG)B
z?AGmzcdJ#({ejh+y&ju58X3hzIvR&c-52ZF(-Y7i1@$#bWTgzDYoh^W+1>;r3RyJR
z_+p-#w3Aq*qb%GMJ|;n{<*<@A362QXXpsDx1`6!{?h~c!>wqPU+xa2viZhcVZHk(z
zob;OJ^YeiUm|iYZ8*^sW8!VAz&2)>Ge(upn{n1iC2TM%|Tz^Ef2hqC<sIRBBo4Oy*
ziqKXbFc1wLH@IY#n<y%rE7C-&9v#M^w@RS6w@iUg2Ks`FuEtw4jd{M@Df$r3abLBU
ztnENp_Z9$n2H@YjUoEcyYUZ#pU_M!}_}*|}1Q-F;W>VU<E#2(bt%NNvx76^ir->8&
zN#HTw!>bUBOU?)ESzD4`^#z!L$lMv)-xMJsVTc6bz7=jR!Uf<JATTPXy9#8-F^o=^
z+cGV5`<Yu~e_ho|>|}I#xYFx<zAq;y$GRD^0IK@!CGt9MAyeuQm{r~uXrXPT`RP&B
zPTyDDKdhY3Hc#qHgUC}il9D%amP4A|pxJe<@@FfwMGU$5bMwV|@uo#EY36RdO}^*$
zH^5j4d@_f8a4@gFS1ayzA8Gh)jgJspE^WLN$IF4AsPSL%MIuC;AyAr%UCE3QK#uZn
zzFAr9P&5E8Go4fpt^&bMY{>B6)kTPj?EvD5R%mujjs4yXeM26Hz4gk?edAdI(9hNj
z#7PDvM7feO)5SQb*=%8ME=4L4_qjChN~XL_W6ojmmm6<$@K{Q#G9%19Z|;NkY;*SH
zNTFh_eZjW)Wu6@IL$9ncTxw`YrdBG9-{AV;eJ?mq>BF=vm1(yWxO9WTG<`ZlV)E7S
z4*_jzgOZ~9BJII~nQcH7w75Ti<(mxv&4#=&D(xpJI-7T9>c=A2gRF!Q3ohMo)jP&A
zl=nM#)62mx&Zr!qZ(A$dmLX0pXpmi(YP%Y9t8%5h+hn?5EBc?_z6`h56CwkNOmymu
zXm{nqH$0(_zbp2q$PXMRKVVuov{^S*npq8+J(a2y3Fh&FCb`_Y)jra0iq?jGg$f7b
zYgDePQxS@RgKu~C>Rs|82(B&(hznJ!hgti@UNwln<Ir`aMt8dy-rgOeh=uJ_ffY0~
zI2^wu?>e#RUNjZuDNvvP28Q*wH9a0B0uObnhSk5Arm_ZPWhDm_0>4&_chL7AO!MOA
zn96=<LT6_pk$vvOQPGY*?`Uhp4pMWhO2&1bV0Ci^F%V<1YWdmVRttfxEi5ixDsc5r
zmbl;GK<clY$hbCktpIA8+7phV;N$@v;Jm7;p*iiIbn!Y;E;xgy%PD88#)j61>mN=c
zVI81*qr>MeklWJ9)|a&bzYmi#f-4&Yoq|6m(R*BEnNGGS;We3lpJ|f4vrrX1KtFN^
zuRqV*VDZC2JGjNT;@n@4L)qXJbV6A-6EAE!UOV=9#|AxJZ<9S^vAb(LyYvCnc(~|9
zR*sFx4Irz{5WcMdMXiRd?yQCQd##S9+xQqz8D+Yk24ff9Zk<3B6erI%hqqFR6PRo_
z1roW-=@}P!Tn0w)WClv;Oq;&GMqPj?3N+tok!qILEVmFZ0D?4BuIyP<#_I`SvgNQp
zVsUfH2!zbDt~AT>vGiv^Ek%5O!x74~qd2{r+7o%2H|F8N1OPQ>%eGFnDVld^@8NL~
zY%-=%y}&2y>i(AXdy7|Rhv#U3NbVMJJ)i`kR)5R5Xxndxs-*C?ge1|qC!01a5peak
zC`Op$9<jyM`ApF(kuk$LE1$cQ?a|WG;M5*@6lG2+rEbsva;f&?wbCvg`ukl%*l9HD
z24pK*K*89jnyg^9P~4cC2`Hb)gJ0V&RIdP2$DxnpTej<gm3+>p<G@(KY_`Eo#^+@L
zDtFmIj=V6Do&GoMAHW+L2m4$M*Tc$_Eei?@_gp@n0|Qq;h$)!4V5bzDm&;t0LgVGZ
zg!aFd{r!a(&75er>m04Ma`u)o{?hI%3yZhTD-Etcs;F7A6hD+mi40;z#}MMXy;!<D
zX`G3uwt(u!;X+zud0p?S@K#lH4G&gyna&De&Blb=%jpK>+D2;oOl_5X?wHPe^yH!5
zV)e%@n=utq)lX~=gcTTG-^V~>=$Ct{R7{0|t|Rd;4fF%y^7l2OaP`DPSi7zmdD^Qg
z!fw1vh8U&dpT7)yQ}QkL(dSEqhGcqc{e8CY+am8=cE~C6Cm+922rcx=tft|im^l`K
zc)|~(oW>C)V=_}|BGXjX&2?)oZ&L0hFdQ%lWz3_z!Kzr1lvcmSVx^oNIBUN$VMS8m
z?H60ad^STMEh;EK_@~QWW@cpQ`i_0Ach8B2zWu>(k8_8A|LrCIyvq}yIsEn{`Xz)7
zi?M=?eXbR!%H(Z=3siwv%kS1ba))Y<PEG96OZ<=tcgnqLBvZ)O;u(3To_cJGawcg`
zyT0XVB_W&t_@l2TfgB0c;;K>MRKv+37RNTj+_$38qx#Bk*59GA?0T(p0L0ff*g}Gq
zLT&l<Pq&pV{69d_e?ZbdsqMZUY<}S-=V`!2VdC8vMic#0p={xU1!Ab(4E7Oe61j5K
z*P7wb^_LRDG+C{RTypaa{qu|ChLKDdPFEzLR5l{MIT5VKTM0HWnu*lW(92<Cmj;nq
zF@EBge9SZ~scC+FAc0ew7hA^rL7BP$K7&Ie`d>Y1_QJ{YM-ThQpD%k4ONWnTFesC)
zPSb>GOFpKjO6B#8Tgq8{61YLdwxVL;v>S}7vf9QlD2u058|pU1tYt-u^{yaxNB9+B
zJ^Y!~NSIQ+dgEyPmH20~Ol=8Oic~ldQm#V1ZogJ{Z*kCXOdU8HEF9DB&a;1M%|-5e
z8hEX=f1=a}2KEOhSmB|Yl=Ci}`pqPB$_>Q~8-b}+o3MYHC4lvv*hh7cSczep8E8S>
z3z!V@Ttvpgm?1B11fSyubp;Yr<Cq?jel%k+>EjP0-7wUfmPH^t3bF8i5lJ&!D-&NT
zo>Hx?PNBzb@iMa|<zrz-ZEh5ihVqC-|GJ1UTW+r)owe^38E6aQME<vHz3+nfZJYlO
z68~do7_po!Q7``B7hx=PlUI(<Jk3V!{a(|jctlup%a0a&HGj{v_C+QHb*Jx2WklFS
zgm#Oz@<+-|)m{vV9BF~T6?)P~EWBys(90=%cIOX!6V({J-qN_SE?Cjtw{HQM$%${{
zWzWAN82*NR!X=gLuTuYE_bBkub&&tzr^pIv0Oins`pzRKR#<6^L&Hc1m&^EtYAV4D
zR5^54S<m7#lnM)RiC&-EAtz%BG?Qd(pK}706VtOEsNE6DT<Q^|^WwB2R`aHeC0E|H
zp(gBAjZT?rtqC8hC5}PG^WUbkqv^$T_o@>|JBlS4;GeH=@kvp`?fC)slb(1M1H7&^
z4GpGo{sWEg_Y1mOgbG+7iS}R5{2v7S0qOFyp>3zz%C#AIhZ>IChOQ4g`R!KLmK>PM
zQ<#aRsA}HnwdAkmVQrb8`Z{6ZQxt3u$~H;GeFV81*CDd|P#e}VI_Z~>Xs|1mnIb+Z
zpjRbnFbLx>x!Ue#D>ec5!OxQv?NAE7u3Bdrz{`}18x=Yv<LBRbnWg$%mQxDom%dUy
zx|igW)VzrkYMYw-M<l_3FP0pA^P`6xa9DSqko2Cf^dZ)8p(#vy6*+gsk=5Z?Mv=cH
z>?h80?%wHSI5xJWb4lpDMaC7})(tE5iy>uCG*=V6ToUAaCH<MvT|-0T@otr98utei
zF+)6c%%7_hYa*a!unTHf1w@UChW#?`+Og3|TVns&Cmj{&xQh7{hCBj0QXh>W$g>NI
z7w8)3Bw$7Qlw=Xv8;-&C-?+&m>hcPZWx#!bzqdsw!%vmoe*&jeCXuP-Lw2-hzcAjQ
zxLhm^d^u+EHQ>H%WE}sFgGMBQ7VV4V7#Uzg?~RZqmBL?|V4*m&&~5K5FBTfVHkKIX
zS~L;38@M$mSd$tfC!G?9xwD3C+EU;BLgZEabJw?s$2M8W2K26@ac%MiU2{9BnA~d`
zqWsO1Q~H<PS43kytq)cT#sQe&KhfByAf|tEIstIZbA=}<N<o_~GBT0HqaHmHER!pV
zk_tP>oZO$Cf_<e9+=VKp2%=J8h+!Y6D!I;LSUD6`owp;b)#fz3`Yh!uji&_zAq95n
zW0_tk2>r!TS;fdtgkv+OM6`5q0v##52nqpmHha~L=B-0*^z<7Y4kL0^b-mZS?B4g~
zyi1CIY}W&rfc)~o0<1&jPnJPm2POo6T%A$|J;k53)csS-(;WE_KaAEd5$~{G%Raik
zm3ynI@+dLgv$|7kwa-JawQZHf9TR&2LPIU@STfEPZ<pq(v!JO~?WN?ol!@Msx0c{j
z+5S?W3K#udyOiL?9(8cSiaZIY&-|OG*c4NS_UY*<YT;cfxy*ahVUNG<tcP{DcW!j4
z<Qo@#2l(sdQ2Iqv=|H<O)*ty(@iQ9${Gw_8uZ;5st-uTQ?A`rh()<uKIkJt1d%&mC
z3Jf*Pn9hFbKagaTSJJ4D7EQ2(bvBn3%#r-rHYU2~vnE5uQQuc<Rdi}(+!+v`sxh}Z
z;eyq)44l=^WL+>He+)FSiY$oO6OzD2Xl3mGE*wFRuBdR;Is4isZQia}4u!&3^HR{d
zk{zCzw0a_N<h!x9`|si><sywa8q*yA2(7-7;Hj{GcwXue&EtP1C`1~vK2`GEY#@gt
zai(^dDnyQq4nxH>M7L7W*-a5|ah|E?Q6C@q1yNMd4Sm1useP&tVP%zn{3&Wl7fTrJ
zu`#a(lmKd#Elrj`4(*{4=sJ#(WDP+kjmhiov>1em!iJ#Yv@=G1=-Uq8=TwyAOr*mR
zq}HyU0WQU#(DZ<{apW^;9|`<Tm=8BPOaVk@`h;D6+^*~NCpgb#CNq(XpRibm527(+
zCpQ{|!=jpzyKq&x?}}tFcF3oTq&ri7s=RWE*bDMX#hH0itjp_R#QWIz%~wSux7*av
zM^yP1M$%?EyT9XJt6~JWc67qGzmd?{N>8Z7!MVZQjuBO9t|q_mATJYU{Xb>SKZjQT
z>&fFf1~a*O;v>}e`jq8}U`>m|Fj}ddBixPgLW!p;h?r%+!-s@~7mK_?8qY>WiGTSa
zo^wZZ?KFKTbQ_$ezr)Zw7v4kDt+~Fj5^?OIw6yhENQJya?~<<e^4KS_n<nsWBj_g$
z^FiTTv>p~Jq3Cn<N3%YB4606;l7*auQ)Y;ZuH&<Z1D}OzTp#n><h${<psWsTZK#wC
z{_XN($X^iugO&fs#Ocp2!yllpd+hSZxRii{&@d4TB9LXX{l__^(MLr~4>E$rtdW+?
z3Xhg!U3|L`NGG#ZzTavXa>;$bmrNv-H5C>IBW8AnAMq$7hTFlHjc`=ctCi=Xo*?lO
zZ=`Fqog^^WQ*(Dp7PGJ3F6GMRppR4fn#XMjsSTGak*k@P>q+?a&s($Q%NED|lHtrj
zSDZtHZK3yP+4||F&tQZ0I1pP^6&5M~1YKaKQNhQPfKmo7gzAAjLfITyfrFUC@Qh;{
z9{MEV;WH6QNVJU9KYk_zw|sXCov5SHNe8ogiA0o!256FSWg1l-o^B5+%$q@&9utz@
z{Cv@mN<^JpoTzzv{4$)@I6z4|EfEKiT)DtOHkcshT3|R+p}}Z&%!JqRkz$xi7Ev70
z@P?3_RO>1Wl5s#P)?Uh3^+a_}OQVI@s7p<r5a}_Z5dJIiFq1!t<F}yOYv`sWKXAh&
zpuZM{v;D6i_jl-dAF<c?asBA1FzG1Om+{|>W*bPnu<ik430vX^W~WNy8s?tsH;xGT
z&$d?^k5p45<`^pMzTP*Rbc_cJV#X!wrz4@#AMBLZ?aWCQR53U{9ww!={^(N2+12Sh
z6V&~<nTMc{cc%m`)Q`2!I)lNvuqHLtr(g;@@gpb6(Yx2A52HSeX$PkJcI?0Ldr}DZ
zEA-+2LGU3Vy@0Ui_8R$kV^F);U}peO7uMJsD+81pfI^gnp!^gpb3jcG!&y*Pq&Ce)
z(jfslieJ8e2tE&_`M(hSs^?tjkwr7RcJ#q~XJ?>&2z}(`;*%^tKO#Uhvk+f@QjEu9
zd9hawNO6@FoywPJHo9n3|9~OiAEkXDVplytvh@Fp-H)r!{W{+MtCc281z_7C&q@p+
zrvXqtfIJRIWhQwqr_|Th;@xf6cp;7FJzDi#+<A4`xks?H;CfA<sTWaRxH@;q8ZVN2
zu8;;i>N&Y;xAPU5Itg%NBka1HDtLFHKnNg~R8oYuS=<cLl&@?y=<j}~DV8X`zZZq}
zn!$C_&^Um8{~`e2OFj=Sd)ELV&(A{5*-CSD>s6@7A_&s*<nBUjv0>g}cj~y4`*tP&
z$hlRqFidg#;ZRVjzmAI3t#Tu%H`=mGKOcaB#GJaHZq_oMI7daE4q}I>hY}%3NVrr@
zuRbSsPXq85fFy9VPv~KL0?+NP_KF5cQ(?y-^#<3QNky%q!a^dh)gS(hT*V$VhOdUN
zVYCtR$UDQ?IX06Du@qd<RmJ)z3n=6=k3SSdX9^=3h&3lU(26otzM?J15^08s?G}1P
zbcuJ$HQ>v(Pf(Eedy%3+vo}e|E{34*6~jz~duVhdkj!xQ(+D+lziheFF^DDkDr@1P
z_t)mNR%|<K$;acdSr4TMp@umR{7Wc3b+o-b6G%{rF1z*hwZ-*^jXqUjFjb<Xf)M;O
zqLC|L=s^!q2>?6c@mw@HD+Vd-+mhkic6sCj=<rW1Z!*9P9BzyM;u?FD7r7P>&6bEh
zGlKz&%P50;<t!k2F5jCRORsQ0q(CQf{Zb_Chw^&P5KxY?TjZW7fA@Get6bRUxI90e
zM=Lps3))9GQ#`9S0%j;10C?H8IVjSSmsPE<b-Pj$dUhV`dNjO<%U$Na<aU)?dS`32
zSQ9#4ZaV1)Jv%5m{QG&pg9D$3-U2+{y+XIO!n}3?a#sp4A<9$<2EH6f;}ex)#kKf{
zX-nqab+R2YEv>_#^TDX<ftxd+upTYqE0BsWO0qO$*8b3BK7+|#vfa|6uc<?<i2HEJ
z_(G@oIqm-Saj6|~XAqwC{`87LaZNPB^Qbc(fT@uSzo28F0VofT!@^N#atv%{hnPXL
z;x^RBT}@6yr7>#Qh);B_k}p?Z_NCW$cgNh9(33DJa`hvJkO*UrtfCL`M~BWMUpm_5
zGIX#?D54l3#=_}$20L~sHt5XQnplxfbbfP2VG+;<%wb5<k=N&A(mYZ6KxitT@VZZ$
z(V>$LiR3spHF@SFz2vJB$9ksUEg1^GJB8BLv_Su$TDo28=y*|6K1L+CWiR5mWs=zW
zgGd`j0}N0oKA}3mk{mLe;;D6fvyOlw@8tP+d{E_bek&8@-eA3!35;VjUAMF?>eoCO
z5=#%pAmzr9k+sl!d48t0n;J80eEvs%J_OJ_AFc#nYz^)&RuvyLTxm6IcV=PWohs>P
zE1CF19zO_?;6N{ktcL)JuEE`%(c$*u_1Q2m_PANyZd`OYC{rr%+xFu<ykLxSt+Q|Y
z{fL>8z*h7CP}bW6O5@ve$me9o<xn5OzS9I)ij#>G&<VYc@gDzw()YLKo87DbAtA2j
zIG<lbeE`gle;5W!FLLj2+$&O@l4xH36$p=OPhF(R(578zDQ7gJ6Fm%)aK7aO)4m<a
z2hDK7_!s7qv>-xJFqXRg=fooUoRcVe?n;aK>5KPg`{S`t0E)|;MkJTBxz?2NxtuAX
z%g$C%4A2B-c;#vTvH!2Mlrq)s*IwFmS|v3pkN0LODail<bgqf7QRhIt{9qLfI8|%m
zN~h7NLx66#IRu=&7WXST8s6hRW0f;F2hMoiABHlF>>&JZe=wu1{5_PaIDl+Ala;h|
zH2*0hNxRQnq*R&l;UcE5S6Tq(fGU|xra9+Xn15e=VUOd7F7S7k1jmR$*PS(Fu{m_V
zF5Alx>Y1^cPI%Aj?(XlI%hW!>5!ElKA4O&*C_SdJv(T8`6?~i<F4QYLMe$jTo7XDW
z6f4P_qq8j2RD*GEIjdq>X~-zPCumESP@HIBo}rS0bn&;|rQwGW&1#{tB1B<+w#!qi
zgXvNmCs-yh!hAujl<SI7Z8A<tW-^|etyzmf)}v-^xmav?HfN9}Lp1xbR3f^NDplZH
zgItg8&VtT-4I|&J{@yPE6ca<G{5ddKvr!s$Vi!56sJL5{XO^#>;m-b`K>O0Z8Tt*n
z2~5N*2^=9?Ys%Od_s3*+qFi^p(7`90jSJJY$_;CR;FJG=@!kf}0o?mv$SwyV>#Su_
zK%z`8m=Xnx5IOxU?J+z5n;pmk%-L=hCllV=Ny^GL=Z?o0H69i#_;r>9_s4Joi5M6R
zNif`MBSHTu6b2?N`8~iH;hU`iL+B=Oa^dvgPSL_IypfkVl!@JJ&c0PDcyi*%xDg1<
z1Q7PtioFu@%gI>(r0c!3SBN&P9peAGfv>bR4hN2VY>T9+02lu<6MT@^_^ExNUQv60
z=DfKjaujkqSiA4;0i3%&nSFk?FQ=R#6~DX#v5^+DTH585800(%E~=}!AHQ6kDKcu+
ztrym6SFM&bx&zW=V5aWwxP)k@=zO~CIvy-TkvgfRZ95&jAIIV_9j(1DmB9=spIr|#
z;5W3tbS}4>A|ZuEYdVMJ_V`5KY+A4@ZtLBT1pWI_`3U?;lLN9~!SF%BoPyPFmSTQO
zsL#bS7#vd==Vjk^GOgdu4ZX4P%4~+Hchg*d{Ot8bBJOE1^N6Z&rjBm7CweTo<R(&=
z@Z(r=Orp}nAW$x+AOpg0t7(%Bgz~)Kc10mn6)PtnIeQUI5)F{5JR+8>I0oO%{<2_0
z8pN3=)ah6c{D~~i)f+(A&YOQccnwRQxV!kn=5x66cDVkad3nlY9=VE-K;aR$^Ex+s
zinNjIG-6m;nmYsd`T}~$Wn<|<!$!LaIv7LN=cT#(O>b#Oz-zkPzC*R|Q0R*nUbqOV
zz&9|QMt>sFS7btaKT#a>!V6pm9B{?ajsw|DP+`S8>=xy20aN0xG*r%mIe^B?8!?xr
zkH-Gr1jI_xGX~Q&b{oA#3<<o3TNCu$4hPeV73O(BsdRswM_vXmQi@{uOQgYm-UT7T
zd_vC=m;ReJqNqi}@@E0y2>T?~BX3$uefS_*dV@pF@Cq1K%YY^b(RyB$#jzy<C#6qt
zmoAOyOf<mtQYX00B3h(5>>GBk_O>pG{*y*sdb4A<T^lR?HI7b;Xpa|OnS}UKmhhNQ
zNDpE%fDy+z+L<Ko6P*!-Hxo<g2}=@kF`+a{yHh@R#S&P#vKy)<$a-4s;urAks6Ab2
zK1KwH@i62l_?<l%8{a_F#~P2ndcn+Dpz+sPrGrCwkQf2qbMnxXFhLPosbV}nQUvN0
zXZq{K4%tysWVVgcO=rf$DV1$)<{E#=F-cK4Tn(6*7w^Gt37O5w&t0|ZhULm<liB4s
zuffPsDQbzj$a|4i8OSJboE!{5<ujjg+>JGe(!x7JK6YkHbM|v){uUTZe8FekahZ$Z
z$tQ?Z)n-*(FY&f)8<!f%pyw>0d65kIOn}Ifa>y{}*ZhNs4?XkIAQKwNy{;AbQk4hh
z;uR`mB`|c~i2VB%fWo+Hyz~m1R*T&4Exq|HjLTR2n^gz-uBnVw&e{)>ZXT9kXwOAY
zk^U~T>`Ip^l^}&=lvUi9+`)30_nee<9K-K2NP$_@dk!?mp-}b%4S^{or_9M#32{s3
zdGyz3VFt?Nagol_TR%FaaV0du)QCz7h5-2HvtAE>quRrRjJ0m~CcwY?qiU`&8~ZzU
z>YQn-(3juU)+CZJv^RYD3C9A2K{R=ef0`v+u-DSJ{}gaOyzqx+KQy!G&(L))vY!d=
zx#OrY=h&7wk_#47DunX56!g{QmSadE6N3Pigh;B*XAWb($7)uIZ$pN;g-q(m+*E>d
zUBMak>GG~`&twF}3C+!WG>R7jjzz^X3iDegFoeCGeHTm>X1v75v*j`J$8p0s=orT0
z)mA>XW2oB*8`syrAYEcf(6rODG~N8Lg|C2Uov}j84LRxeOZv?<q8g#yRiek`TTXUp
z_l8MhlhZAP*f+l+`Jqd10mO8!4^`^F4~zab!UVns;>8HlcNw{N$TWuQc1L)ejpq3H
z{ofN<q;aJmecu(9MbvH?dnbo4|2CJ2;Js6rak-$}?x&;0SAER=C615Qzpe?xQol4E
zy*Q{QRggBL&y1<5{DAe1Na8!IFd<Hq9w!A7l*WF>*gG1d<t=5@q1DyLs<iIWv0~J~
z$4mcTUuPK>_13n1Ws8&`DP2QIOUEFHFmy-_Fr;*MhbT&ybcb{|j5JDjcZf(MCEdJ#
zkbU3V=h^S`!Q)WA;F@*Ks`EO3=SD21^dx;OZoDd5YlJ~sh3r*>vT7NJ)WTQV0k+jL
zc>N1<c0Be6t0+{(dd^d6$%v1%g-jHQtiO<|=LmVpNc7j{%Qw<FyebSg!EkpPSspzs
z6M628cPrr#)C*z>{!y4OAq0YV&sDcqXI<dxd}4sq{M}Gm1|>#5*TtY)Y85-JF>=Zr
z$5%x1#Bd?4@C*FXax&sb&P!X;4&QoY$xT$$N%pCeuXPGDr+Ww$qI<TS)T;F2(@|&C
z3A&uE7~GlwPa4@(kdiXixgQnT)g)orfO%3!mdf-xpJ7%xVv%dg?4-Av;`fs+x^q+9
zeIj9_%^zp%@oNdGa)iTLq{4%AuL$S`#+sGG^Y>#;vs}3!MG`46(+35$$bNV_D;Fm5
zwNJHhj@XSE)TBx`d~H^^V>e(yf(oZ0WuY3`zc+k+qb<Bc{=nC~`}O9@>+azb^a#}a
zhq{LRSIN+>Ef40#p)$Bb4nJNLMwo{c{a%!RT|UV1Q(vKwpD_HL;5-MgC3#N;;?c<)
zJnH9tv5~6mGO=j8pd@xC?dIp$5+e}H=j(_Kt2t%rvJuXXhZ;;d7K<+JakaKt<1bs$
z<QIUr(ot-2Bl?RXwKJMsVxB2vE=0o&l2s~W1bbK_1B@(OO_3;y_ce9=RkJXrj#A=c
zEj_(p%jt~$AFZ|}zy`v0_zbW<g-#dTq*bh%GUnBI=HF}L|9o@0t?%1Yjz1S*td?8d
zSm|9>vM4sh1mk}wc%&91oyQ}Y&<ySATDkl%6|upoW1Wc5fo+;f+eXpbDQm{El*y+0
zVC|w<`3I5d%u3~)UD}({_#a|Y`mM8#U2Z?bmX<7dbWt1L2@AH^jhPLQvnQ>_Y0>o+
zB=JL5Mx(RM>k)bM2#xi$VM5`b`A&kf6}>^T{hX_h1C%<W%#gLjGyyA&AohND%1q7E
z0O)Kvr<2KrnVkq`M3O`=7E$)c%M5UNjqwz^s7TQ7#pZVYAaQg+Cobtt!TxhQxYLUw
zqqJq+7D*b!l$o#;!P0Ke=w;H>P(n6Jv=+GGnY>?d_Sw<cptW*&ML-t<vMio3uiqEw
zv=pHn6%9;iMbD5_x;g^UO)jWA%G-C%w<xTW-Ts-jPmh%(-SaHuFnr9Muqg9sKKD||
z%<m(oim}Y!ez7l&QQ{!Dw_>|JcbzKN9NeQb5&gJlv4E|IkKvJC?>Tb{?{t@>XquQh
z{Vp|-H<VqwOR!&P6%Dss=%jAYGdWfh3N`m4xNk<hAf<das+*2|irUT`3<{gO3H-fc
zK|mmj1xlr13h5X4eJj^<otO@0$b3&N)<wZYl5)d^hVwa)bpCN1Q{`-VT-F^P1yNM~
zNtWo5P8o0Api^!7t}<61&7=hG8MVC9LG?OUeEw=LG>yzJ5Ek2QOjmZu56^{X3h9Fa
zY)FDyM=v94o_^>w&I7sB@!}UmiF2=>m(#1Wg2IspMa5cZg<L~|idU>s$G`k7gT(n?
zG@B1q?!LnZrpAQiW-OSxnE%6WaI<$rQj?GKD$?Z9Elz!Wx*)TcH%u?t#OP;{_oYy8
zenQb4p4o1;toddCuNly#b-NR<Hw|u$hYwG*eL(YvKKca5=%Ud&?T>t)<Mm=0f@i%+
z6q=qGSHx&_qS7fI(k9nwC9JLo`=YzPr%7(w@OD!=*DFtx$CldRSvjEfl%hQ)Y>TBn
zxe5;{UHl;y+heyxYhh*n6meJv#^969A~TUmt}6)nxVa&rAzCOTtl9REKT4P?pDWS9
zIdxQ1&`ny}XHWoJLaFz`OjgXeBpaq_@#D0-M%4ctOptEWivN@*pYgN%>VHfkpbdEd
z_y^_pWxer=gSi1rP<49BP`mD|>Tc-(`v#PJqj`MV<1(7~O8v-@C$YPdh(zJ~l2U2T
z(fLE_#`lYJ^zymmuc28~hZo-7TL$q;v6ASLOYf?D3YCdsjM&=_Uu5UT;pO&M8cLsF
z(BrBUi0Z|HmFRjJ!risyMd2Dg!-|UtX43fbDK0VirR*u>y}2@a$zTIp1H%}tqUQ>L
ztDz-%L_B{t6NV!!e(}A>dBT+>J)a0_@W^Q5lQ7lBVt_uufLB$#JNkd8_@-k2_D}s|
z&f8TXYsRR`L#R4mBC7%k<%<4_Iayaun(Qm!{ag*6^L>+AE(K|d!-=*r!~q1Sb!uwM
zna$vgcl4-n%|ZUef&n$=s)Cla2r}@<a6QZ*=isffsJ1qCXtP@$tv=UYxc@L=qa)$!
zY1orzs#E<4c0F$ldZSA@<g`&xC_NZtc%|@YT(W*-8cBL}@-o}YKShT_lE{Gd%3`vT
z%%XVEundmp{MfQ}5hj?ip|<U(Q&1y+62_Kk6*^zFbQK^3nG~vh9b%r0x~0(hYQ=c_
ztM4BR5i+n4k^Qj{?GmAr|NcP;JLn*7X6VAmHf!$(w*30n>;h23JiBH{mqVtQqQpA8
zM}z5%ZdnW*vH~R?#$;SP0Q&vn4-~sAEsXESKUB(~a-`xkq}MfE`BvFk*JF_GZtj{`
zXMPIbbYz**YU2t!FK~_CAnG_8&puUG?5Batqo{v-3riG6=!T^EAbMQmqN11-V0WO5
zWP9s4SO&F52zNw``&>ks(~LKJj?nt2k|}a^$4ETpwi^OA$KCiJ{S=Sie;pAI!qNCr
z8;)h1_hZjif2va#>}1MJ?-*f09>`FR1&3t2g(AS0d&EcDR`$WVlSigyR5c^O+#7hQ
z(R$pTpYB{uShT2Ex}Mth*5E&?A3_PTz($cKGcEU$r(|PK=GSohi{XLlW=3IpmmMr>
zvZs!6e_I`6-E=riJHtaG(=tQVAW@k9X={Preogy;k6A=fEWMFrbayrP;^ZWeE{-~5
zA*3KFe~5^Z(~w93G_AU&77>#_6qV5zyyp8D8zqg%5$t1xE2ZoyOW1E2Zj_1G{DxCk
zz5io<ApN*vl7o7Epk|dXbGZmH6CQVyS|yQ!0K04%CSVHHhc&&+CT0kzvha!jRO>>}
zZpCXSBxTZpgl}%jEf`xHJW@P8s4_%cTMG**mc7*~{cmn2IW-pqz$bD~`2Ov=>!15o
zNR$8IzDIVQDKutZSs5z<?Mg#(!Hc>=6TCX+^Gh+UCY4!|0HZ9JX48e~*Mnrs5>5tv
zX~2%qB#j3(AneO{17%U^7|&v6iIIeP?3*WNJD8?TDbP!)y*R9x5`OlhrhXHVQC~tf
zuu{#w+c+~=)QRJ(0g;~mGMO~rt3xwga5k^jBPY$1sxZ!FIVTccp6oY@7tN)h^O<Qs
zTG6-aZukb0Xl(GvWvL8Ito);t)Pv4%hD@iF`Nqt^fWq)^kIPsOP2-yX*`EQD!CgVt
z0N))Y4Iu<ys7#AwMzQxeM(AZCU<S|v-FyX@XsonS_BCDzE0>nA(Ftw@!%QAkpTA}!
zVa}_>sA#FL#_f43(MPK4IXoI9R?$gg3ba(z<@9X&;Z7`JL<*-LV(6cumq};6tB?#M
z)dwrmGe%2K!aKPw%Q^rChn?v<d91C90*dcnlUcpKvf3-O`_dzMG69`VG2vtu@M@~l
zVMcJ+F?qwQ#Gui}><X-!Cq7lw11w~cV|0Y~>7R#)y@)Vlwg^ZZnRG|BDghMod+%Z%
z+-}6px7+R?7r6hPoD+~my=8Q>FpVD~;225*YNJf?AP06RX(H#THMk|uxeqfoS{*e}
zd_}VJ_>~x$Y})CPIhL>zEsku!T;vmMF*pR3C<{Z5;VI!BQbJc%YyyJ%2PNznQbD`o
zF7)v23=2s`>T_9C4XyFQL}{<BrAqk_BH>z@**D4?SxOctBX;KY8`Cc(pwJ~E>Ub;2
zdVT2C16?~6+uUf!Byk;;013!idl%omO7O4{`?1~KR}m}lX1QivGSB`W2Mh|(qf`S=
zMJlNRO8n}zIHwfY5T4O}8s>2a`)2kkqkbEG29StF<GO=eg$qa}i!X995?8)c9KqB$
zIw~&r6)>a~&(|rdM|fx94|deN>?OgJ!`EOa7&Vfce(@JZWEmayejtrx3ZR%ISWtHb
z&uS)3T6{Kcg(cuhSEDDQ$ztGqFe&O^f|<ED;dNHo<OS6S;uV>sdeU=h)l*F~xH(AX
zUz))6<nHa=da*Ed-=Ew^BKl*?WpRRhqp}$KW4?fvofGO0J=JlHnkXyn7c$7ZynA`?
zaede`YlFMCBAW9VzP^2BkULl-mzKOw7Q{iCCus_Mugm9dRgE>lSLTBa4HS-FO&~7g
z;kN=-6eyD<cmvme%pmD9Yy)zt$FA{7BCJQY6PMrnSc#U<i6wls@G-|r=^=DkMnO3~
zODgrTT&7QRYA+<68_;U-R&4fsTLi`qjNwjC8OMLtQ<=^oB|dW1H#k=GVc`k0)D5X7
zEPB4WCwgm!y}4Z9TJOFC;JB;rTh4+kzr8*&M<o14o$<yVRFvQDS$X3z@?3pS=jR~&
z3CJ>+TPddHUjWESEkHBac*bYA*Ll<CO=Y?Lt>HS}colFGc#LFs3%D25I#{WyaDOk{
zA>p@qT_R?7qZqzh!+u#Z^r!77`kAKko$bdDU=i7mNH9b<{>tv)042(@^aAS0PivRL
z{93qG7vPXdWOS+rObQi^`+Y&4Cq?NXwlY!3tv2HFBlU5;AYdheTS{kZdES_P0H4hh
zX7$5~Ivvd#yAkHME*nQLt_EeP0MOAGz%}61HX3eSz<K(p=jv@oYRc&VhdmMf^ZmJ3
zo~J*>nR>t%rJk!vZ)OM6kZ7=161X(9-&hU>J!1xV9{hDqJLk()#`Hh+ZU%*nQ^wZ}
zz)b-B3oX{=RW{&-VPmbc8E)0RL^`Pdj`TKx-})55$&d+J2rY(q06q_Z0D(OOplE;=
z-*I`i7S@eX5!8`ZH)Yj{Z?>x(F^0*2`@gCFh<{}wp>m<+A@ELp)~EmYe2VM(=H;`)
zLw~KTgM_xg7)hACJn8#_8-r@TLQbJHWfqPtPXQ>>5*39mJ`{N7^e+){abf=zHyU9o
zK%6y^`=lr+gP2$(<+IuW$RE;vk;D!3rm&5K+0gRDTqS|*tp!J&y$VGZuzqS%7rAA*
zK+RVRux(b(l)Gb3V2qrOkqYrNzmBHSVhL*;dBl94l`UdNB8d(`X<I^<3g)=u9g(a~
z_d?=>#{mBfKsJ*$z1}tyKhUYp^*G&gZ0R|};>ukqDw3T)s3VLql;ty2HZ>g(dnkNd
zf3k-JAYL|xv*reJQms%8k8U_UyqClPnY00k%tM3^Q_QXeXzlORgUMd2egrBgH~d2=
zxel#606pOcO_!#X|3a@lZj2o-xlRYzqa($<G`Y!9$)zNK<pI49A@t^5UA@e15ukeR
zY5caI#Q=;3S>DEAiSPsc<?cSnXtkOVz<+pk>HY-ka&LMEZly({TmqO8DANCOcec#^
z;)UdSIM$!+zU;<!YhNg%;ufF8<VZ=Xa+CEjB?5R6L-O%}dn57fi<a_DfW;uV(fQ#o
z&2yjm)Jkg|C=B+&KJw@IoAApV0R6Y8aV!5^lpgID0nhx^mNVPOt2e$NF2ENg`t)dL
zq9JYXcy|9sw(QJfUW!h?bQs`Hs{e&h@$KB(|BPg^N|soZfM^`Bn77KlQIUyfSG~Yc
z>{LsNEF)Y1(_R)vgf@i1Pvj&c2b(h+c4%_6l1w}6>tvV~wTP%zobjZq1I5i)GRfl>
zGjPqi)~(A%4o!4I%Ill>v!ERkWAW>nK}?^9H(8rF8{|HqXt4i4@)RSeF?^&VREO=E
zxzx}4s788A>;<-DI0nB@tK$}zy|vI9`l>fyQlc0PZ#|UO{<M66MYE$azZkh*JXbK(
zx90Ui{;d`1eOU%ls{4^GI#)U13VfRquTRkatVEyy%IKMh9(`j#x=iJRIIP5X(4h%2
z0ki()u^)!O8bE1E5p>-AigXN0=i86b@tD#A_(?qx=f@Kl+c8fqW(2oJ*<`GUxB;Nd
zX`eND6_Yu@?HrK<P&psO0Vy9-EB(1RuY*J?K<F{JzFy0KHq~5}0l)5gDd%|Jc>s@T
z<$PZ!b*9|Vcz`UqxcXwr<LJhV6|H({Y2Ox_A^@IqX>r}_3uL-IkSukVmR}vuxr+j-
zM*bMy)M}VxFTe}ke^zfz(C#>q0#%G?@=GV?QPK98(wXpVtO9ht<5@>hpmzW```yUT
zpkPCu%T)e5Ck;*ds&<^tXPcdG`SWvU)L6-$)0030L(8OyluAi)^}${p1A`OEWZh2z
z=j&Xc#6xg@W3}*p+h;;drb590%Lr;Q6)*KBE4^;9-xzK=Gge@{+ViYuUgSpM)H%wi
z`@A#B0j$U8+sWgADY3nWaTPf$u&YDFEQjnBB{*V5OYSrcS1G>ybH7;Y{`{jVJ!v!c
z&{zp}6-vf1EKk#5@2GdcMw<b@>UfZ)c7Noxx^&Ik6Sx{&e;;pK1(k|LD?vVu+Tcfv
z_hc4(k5u!icG0@l)3_%U6vM*31xQU&1N6#Oay8k&&9{?a^Yk;-PZxCqZaFnQW;wn}
z2I5jNvs}fB?!Ol4s5#qF0fo=fAM{X3ePiGud4#DbF}RvB@nf`v2$!v9>ycS6K7Dt*
z3-ktc1bnTXuMhVYS|Aq2agfpCH^iWF%es89mb@A-V7yS()-t)Nv2!cQvg!RcD&O%l
ztA+Hv)axH#^Yas^Fm{fwt<H4;UhcHm4Zj6g(P_$L0DEIk4^I)SLX-^?8*3;Zni!A^
zK#rWY)Uk#%te;T=Qt7knA%PIix~0Xcj3(Pd0JSP;bN$M0a{;jLU5;6k$z}~_h@;mo
zJI`Bp+J<=D6yZHhw!i5^&{y>S{@R{~lvp8TT)ZW7X9=p>8V-QQ3>ZCuU8!zs98D|q
zz4y({Fg=(#C5wkLN0xMdsmZtqVCVs|;rW=OF&-{&%B3K;{>lX+BLH)LR&&z288Lr#
zwt4f%P4vY6d(Jig`4RusjJ&Vgs~ZcS^Tj&h3_K?VY;-o3Q^Qu5d+SlWr|Pit?boz<
zqy1&b$A+tRzZ<;J_j4RSjP=NVHK1Q6#bcwvLO84E+2xT}L)}u1{^J*W<MUTn>{!Xy
zZ##6{eo1N<=>Ogfv-pHTVBKMV2*?&-?A-KmKvl0Bu2hRO@ULB_Z@eh+t1PgXXi~(0
zwFU8SZYSZNiRdqm5<kb_+J|KJcn#JSOEMI?+@Bl5>rc-=fMX1)`&QeoU2(p3rnWT4
zdAl2Gi;_!8{fYMTjErJPMye)NcUF$w2-6mZ!~KDJhNBwH62<0tX%0$iOGG_&zC~OC
zskFQ_>GuqCWSLQ+gkIgP^@x&v-p(QwL?ILt=`>X15nZKG&6<+AZw|61iP@ve?4Ra?
zS&B?ZrP&`g{lKoR>{WE9f90r6fvlnR;TZ}@tMceTJ~KWVthhxs%uQURyJNn2mhlBJ
zqxwE3-u)qsX4HR{skeW03FVrrb0l#+__~_x?(x}b%U(NNH8XT{pWz0Jz1yhA^K&>k
zVXsoZ<Q4Vl^Bl`v8V`Up&O4ukB<yLzygF{^zk}ZMgQq-ri!SoXxnBd&@M+q!a4w&?
zFqhl6OQn(QG>ehn`gn4qGB?7GDNphj0$0_=la}txk$Rybdr2u=WCIF=l2^EaLp<~`
zrR+Y47b|MiF;TeSm?(dQqE>Zvz8>7ChE@))*x-JH(<k!61o;*0<+4u9apgV~RtK9%
zN%hn;n^n2qS}oF@JWkl5<}ZISNQf0qoZ3^1Tm*8op-HF1v_EYo$9pil8vm+Z)O^Hk
z6>6~^QoS#IJc)eUKBb5L`_0j%D&n5t9gYGputV)9!26UuBOJXdQoYFP%?N>gl|cKp
znpadC^LU&mMAy@3kH+Gmu+da>NU7vYJ~oQrSx(`H*nA3xa$3yn6}gnO`%~jI-bKlj
z7hk+>sG`VAfu|g-3TH_;q&K~bPnaBVBgAM;y^l*=62QmConlKNgE@%EX`iuf{D3)S
zwI#^(Y;NWm?uKwB<zxXp*u?KjeRN1!;K@24_P(qynGSofQI0{L)OnoX<`r>hDfL0P
zWBmt1c%EtuD<9d_6W`rQZ;cM#H@AR)UJD$`II#AJEc5Pu7SYT9l(pJS`63q!!%U`z
ziYq;kvqCOU(=nm$+(wH;!AoIl&8M_o{=}ShEO%5Jb&KTOC%i24!Ki~Lt{^)|&6r(5
zlnAPe)8b$SH&H@en6!$0A(qw3wxtO|lQ1=Gr}yrumgwy%>{)uoJ42tTOk=yk&!=zV
z#$uRdAvrB7wp?ldl(wyl;&NCGCH|3`RbyUVU{<eMlD_Z`15sI$svl)lpXS?+XHQ&l
z5q>40+<OzFwcto|ggMb_)Vd{_=?1*c(IW;c#8Vw4k=Cy77V3-N+#djO>jqZ<lBsb0
zSW5Uur|&;(DvM7+%GC>}gKq+uVuzbY8IuDACt{{jx0g138&_pCbJlW-(P2K)LU@)^
zj<E9ZkJQ*tB09zC3XpYVSo&pxHb0n_m2C=jYc~2Q9<FWXf%+`om&7j5p)abIkNQhB
z6dbL(3U?yF27=H|6-=P5B|bkg^(7UAt2H;+ANEis;-Yw=)3!o6*XQt+SGn?=hg5k$
zicSrs`<ih2aN|5Pt^}q!)MI^k<VaQFI|hXU7FTQO6skwmKDyhT_yE)U-aFn~$=ILu
zMg@WV;{lfCNxfLh({*zO#mG=auQ-m_J<OmUk&}g34BbMk__)vDzSvUDMl1G*97tSB
z{VjF!vo=Y@1$N>iCc2qILMoDcpScVJv>0UDlF%~Wr3*1J*q}a8#|PS7=j37%aJRBb
zb_wi@RTeZ>1e`6!HrcZA>>_Q{6AeEL`3J;BwTKUE1$ca+H4t#~&Le2rWrn{ImP=PU
z4SRl~e)@>xrE;@1FKQF(5Xb6}Y@CNaN8sjE=oVL|ibN7y_PQF#>O&t9Po7&9bnpIu
zdvR}P^KWucn^o5ime_5W!rw2>x5S~whr;oOszJ_k#IerUQ+f@AJ!wfy?8oH@MiEcj
zWi)^{V!QA}pyQYxY=o_YCL(3P(NCQUr<qHv)=}@C+Mf<ScpZtM8)|85|B`Ko#dH};
zUFnO`vOpEhSyQC!1*6H&Bs$I2Y<A)wcqauy$ya7Kuj<3jJJUzWl8uj#DR7O)Qk`be
zL&QaR-D7)T7+u*GtM(kF;wlhFJ3ujqIdYA?s$!SGyk0c=r9MT1+CXQO+1z){>I}9%
zW8oyS>4T=g*7_kIOKGKbtt!F~hd-b<Gm5DNxV^lL4t@eB&3nkV@2;3ypNRVYW@8P4
zg!!a5A^q_|Fg><Z)A3RoMfNXroW}t)=gB|6Un=La#&tG_tTeBKjS@9a70s*iui2<@
zpTKR@?Wo?qF0FBkKbA2v)VI=+OnWqJri+TLNu>08HzTYxpET9n1y2;j1E*%ztYY$0
zYkv}tD|wPtV<(}{tMnI<q$eUFif17XVkk{Ovr6GTyy#NIDlrZ5L>9T4$~L()dC$e^
zUS%00yyZG&Y6s<NW^i}zaI%>M%mXRm;Y5k;Y4m7jC#jM7#es6Rc|R%W=p#d0#tL=o
ze{ET}bDkdL18A6km<j#?&iaLi#US$zp);*_E+A8E7+Z=phhaFv_m%IO+BBsASLTWQ
z1|D;=b1Z$OE+Pg$XNLS*UlRL}H)c(qfputTJPPHc65VUkL~H*C&34SqT{2E0WQZMt
zQNH%sGMc?}dyxBirw)KQl`LC*6+3=H1Kt((qQQ^|w%TQl?=Pa$Ink{20BwqyrpAaj
zd{Aw0>Y=K9Bu7&Lb1`DkhFaov3?#w~zmus?QDVvky^XM~mO<dc!$HPYLm$5p?HO-d
z-ZmC}f+Y-#a>mbYq|(zgZSz)J0BZX8wlujn_3+OY5Ef?hP}cOjmAf1(?Fipbj)ewM
zRp!as)0xbm-t-uycgAZ<DYOy&A$|Tywd`A^<Le6fVp9<hKGs_XxpJfGLn+Z@Xi12B
zw8*vS&K`+M>B>IQgAzftj1(5Kb8S8@t$t8Ol~PEx52!>je368wouU3KUnntf%+6Nt
z=O)iGoOP?X7m?X9GdS2Lrt0$f)zB<qCR@q!^QdfIX__-aR#%pj@H~EKmEJX-jPI$e
zOv#9qM;63$+k2=}P`8?Zw(|YJCpYZpcU#o|5Bc^EBuoz;%%fa-ZZAxS07=wK7|ml3
z+t#s@N}@7g>Lm^Fr(2h)O8AaI!tlLDjbq6KLW{Y=Kn7raPGiD}n>ZIBH0m}BY0Fx^
z6cBJZ;?5IuRNbJC`8Gg$Z%cp}m(ijTu+wn8u;$8PLs<}ef710DWx;o${?n4{GsP7<
z-JmPIaLbK+HDRyxhyh;k%E|>tvx3ahUu{Lh@vR!O1Vu3<Slx@cTw3<_YgN!{OX8cA
z3Lt&`w(O+;I)nUgE8iVuE;7e|&<7vOHt(Z$K>n-fyi(bS6tiH2;@wJ|P#XH69w~E<
zqDkx?JAYwjN)0`1n5ieN&--4e^nw8`q~hgwK9maKOGbeWCSxk~0uJmBbuu^F?@XAh
z@Thm?^V8}fbXa9F^*)-cGTE9XVkY@tj8JvMAHkBy>hIgevH#HHN#?W5YF45_J*1t8
zV(zS>j&p(1oh)_fu84Ex<1lClZ}#Er*YcHBHTZXvq!IfV+usqYZd+k~gWc|??mw&3
z9ia-)ejaIuXT_?9%d5eJZKA)oz<cX@%;l@r0+lLhTm59Hq#$GQ@cxfmYF?EznIA6j
zAI?9SF{Md}x;(JQtY5u2*e=UaGzUB9ZHaMhX#QB?DN*`jDiJxUCw^Z89CWrz6s?hH
z(@7DM$$L<)&u+~j5{@=qMjbx*(<?sQq8&5VS1kZDz|B)|3B+H?Nx0(vApj(cf2zg2
z`u=iVu25)r312y_W`5|s!||bK8@-j@Bg=L>{K@!xnK`l$PsPKBm~4O8S+hiqQ~go@
z7%XU!X(R$*ETueU{jiI!Nd0bX#wsAdc~!F^E?4zy6q@j~yt!>tWrEDlGxCvUJ?0E0
z!p`8Y2sNg{N?%avRu&u?e}z7m$=16{3@|i^(X!R7%n57u>#Y$nxYAfv5B7fkHB(Kj
zuE!zU9I$+-fj&mT^?Q-!ffn~!aEe*fTWhq1$34sD4D82JBU~NhHMKu@6$KYfl*p)C
zVleD6)bW(fCb~7r4#BZugDH>tQ0DmXQLV;*z#{HUZ{GkaAM^SuK+C=N{r5xi&E|49
zeRp^-f52?bPBK8O*O&ij%o`jmx#(TbK;<3vX!}r<!6#g4Mb*5@Xnw-zBqDf=RjVRP
zD+wfCtRK(|H4hULHw$>3+{IPp-a=lunonJBrx7=+YMdh8`Z!pR3!K5erJjka6zC44
zDwj1aYv2DXDC1LK9pjF9wsJ^$==$4I+K5eWtksXZ-1@>&c_MQDiGS_Hg6yA(WE{|f
zG@Q}caUU0(IsS|eF+nV@)hF#$rw)CyQQ-6Z`{nZc6>qQGt7wqNDe?o1f9kUTI>dJ+
zUW4v%$%YC#ls@f<<39KawvnUBB>ix>oqE7HZ{&7FxA|y!d=qHmghsaU+XKFsP6k04
zqN>nr76UEK61uu@n?T_#3T{g77^WNqZmI`miXnNTX3t!kRf|$a+F)j;Z3PHLs+pSv
z6WQHXormQD*%i-eiX*suu(>EpFvjyO6zL*y`a`Es-4(?%;6ePsSv?q*ffZ3)b#-tg
z#xR-P)_TBicld%~8xQrq4MDTTR#|%wwl<1T|1F>GU+{te(C}`B!I6jL4sg>)R&_r}
z!pP)q#rBj#^tEr-h*O<1qST1!j^Y(mrzw0#Gj0wZ*`N(3QW092GYrHovW#H%43|ho
zDEZN>7ZMbZ$=Uur!YgxuwL~hxLmyqbS|ckt#K8N}%jtE**QvSYFVnKIjNKJ^`ice0
zst`yb)}^!flE$a|e9V*g-?O)d%XZ2xoKX#-*?u$16;kp`jj=j_6~5O#4}+7;t*O;(
z-*~q3soA0R4~}zj^ayQx6tyM<<t+Nj#2^F+n!$gF&iMZw-S1kK#vR6je}5zcyVG{A
zK*B}RVHeuQxnj=^iw*6+=1}69^xl(E14%Yj5*gEK(<>;U(35sc`h+Pie9E4pl)+`-
zN>{|~W=~L0U(NnO#~Wk9l@3vU4IXn)L`Zm&uV7V1d-z57A{*~1C5J?0C`^$k+tD!6
zWaPS=sSa$LO}@0;k`qxK0o#6DOciafpok;2NsVg>eqoe33pHt~303AT?jjkD>1!=;
za}j=R`hf1EXLHRH(Ufl<56l&S^LoFz+$t#n>RHR}8wwCick4`yjlshb!~NqZui%fY
z@%MJAibWY2XqwCcm91u#<|H*Qv&;(|os7&b(t~GmkElo4ahjth4rW$jI}-UN2vafW
zCdXpSuXxZo+A3;xxLHZSJ~`Mr9BGzd(WF<}?~kyfmuN<$rWW?^Q&Nhi_0zBy<kLel
zz7;{*OuH25=tTyfFw~1xIdXy(8wlyci)Qo*b9gx@S)TBK74Pfh5x-DWXq)nnI`5{@
z<YG7{#2?G$cQvNSpT3Z=U;Yjt^X|10{Px-hh(RWs@6K>{JjG^r&W)r6<xH|MdVJh2
zsZ)y=(%&@9?M138cTM%Tq^cx_mw=MwrK5V3TKyrR4XyM+&g``$;z+Xup|J2l{g+%P
z56<I#F(pmHR?^W-94M>(L~V_;l2L%86dtaxT7M)g&=5DzEm?XAmVc79_M8yc91EIR
z>Vt1XNi)*iFz<l)!0j<NXvU5u!Y`aKK7d1q=>A5Pv7UZqEuTPOOD12L;gN;aF9Hk~
z&JEH5F{`_Mz~2zKTh{(71Mv5x$&QG62QtO>3d@wp^-hWcZ7CeHda@fn5ptASz0jW`
zR18_Rrp6t(FegW1#>h+dozL$fT#WLsZ4fP*omld)h!mv#g<aL>gk&NfJP#<2!u-jZ
zii*TV%Q$8Vp_xYL4rQyvmKVKW19@sZ#;9O;zbvw0b&sp2U!~A{OSr5*crErTw+acO
zPer`a%Z4I1iV{%qPdK7RGR^Gl*&a~&ZGn(y=`#2Dk#AIbpeyh<EA)of`dg@40ie+J
zm;Dhy#Kv%*%=(uUeeuV9`@#Cyfz-6+-A1ucr=4%ty%qMW{Thv?O3Nt?P%ZFhMu3hr
z?i@<UTN+z_@psBcm5N%N2S8bm(zz4YzWSE}geU;=(w}+_n~U&4>%nJXdb?cZ^LgG$
zA(mx}sJOiOP4tc3=o0-pKmRIqV(g!yn*FBeiwhM6EPUfAz_(`|bnD98{Q^+*EUzvG
zrs2%-PHpt!<ZmR{<JBs2FG`#RngC~x#?|i9*4ugs=<<J4Lb?v~>j&kd<99qSdURgs
z!NwQ-4*6F%7kx1V=)zei3a9pf46qxABA|qAPd8l0PI$(SsaKhCV1<x7x61M)X;_zO
zKZqqoZs4m}?yw(_J=00~rV{+qs(ga`8?7r3Ml_U~sm}U+btf}D(3axcLeFWshv2p-
zuR%*ShFaX(^~vV`m{hR?G*eUQC+<eO6sNOCC4Iq3*t?B_&MH=C9ei8w@f2lEK_=32
zQ`D*o4o^v9(N<}br626}CBh9G^^LVpVuQd*>OH0qrUCN!xY#XnpVz$PFas(aEKk6C
z^k+(ms@vSZrj#6-j~CcAR!BWIj0S8K{M#Pw<%N-Q&o_YKPF#Sqj({MO7C-cpl`_Ap
z%><;I&x38Az-^PwZ(K*=)=fC#V6fmjK?l^)ceO?j5nBDjpEC_s5<QCGPsV`N$-;}I
z0MO3f19?D>K!DWh$bb!oDFmY5@rZBnpbT>G<%4x;N%>#8rlyZeh<$#GARu4>qQ4P;
zfT|+lIaVd@4hU$r8lli~rGOjUPCtSXAt0Mwd%7J3MiU=z6<E!k6-;y#6ae12SuqG;
zLv)*?yS-M-vM-#J12P)Ge}pv#_ydm7RQ+fm!oYtG$WkNPXz@aF>bn9e`CF}*&0zxb
zf2?_ji3<;Yqw#V@z0ukJnL=V$Xt!|u6d<!FzcI@<01P+f*A8og*;cy$UvC~ckaw2R
z#O7o|C4gc{v9#aIGKwizng7I)#u8=4DQ2(OqfC=}h|3jQi$$N_K}sugFH1fgG6Bo>
z%~@~+{^GaSR>vu}U`b0lTF<C6iEYWFnJ1cb-tm#My^V?A9Lg9%iQkR?25)BuG?5-T
zKp@N%$;pL~6r86O)Hz!aHsJCNY*m}x`L(c)swQlwEd;<9U0SsH0&~)EePv9}tSt+P
z)$~xj_C#9Cx3H)WbfQZJ673+Pt6z#Or!NLn?4hSdpfiW{+VvOL#&gZx-E)A%XE5%b
zn#5|_dQk8Rh{uAArG(rbzNDk5ni0thtM>;6#^2ni^fksGC!nzPDpdXT@<V|4hJlsr
zy25rCJJE0hmRzk_4JK#Pdu^-m5^y{LF>64yPA_1nsdSjC1=w!dikfsY-ey2=`a5zA
zQnx|G)mP8oY)pQ5ye$f`Uty^`8E#UxnkTi0KC_rFTjgnbGg@8<$k9no8*67eP?c>^
zI(<&C+xM$fnFQW?AjtuE;g5|*uf8ac+_^r70@*)vzdd*=+~$BO$M5KVf`@I`XV5&=
z!9sPaO(QPdx7El2d9xz!!xt*XC)7nAA6XYXyat{O@Fn(T3~`c$a7#Imh3rLluO`(N
zP=zrFhG}$EZU&N2g!;*t1~rM(m6QZ8pZKI;eau_Jp5e<GDYFsS@qIV<3OlB{k=jDP
zDnPtkYvhwahYOnd$C`mQx0bAV_gFKf5FnA{5J)630Wh6FHGlhU`m1zb1kinu==R*g
z**DA3<KjyXb3h2Z@|=$b5MD*smbV1IX&{z_AirQQIi6hSxWG?l#03~XiJgu0YAnn4
zI<O-PEj|L)>iPL%CVCdlDz|+gdxX>_8c1Jx*0}j>N?|vpj>R~G;wFnMltjUdbJyMp
zKyE!I9PTLJ1d@X!JcDke!So<YKpK?(Cu9%bA{ub2vNT+j0QPB&&AH{2x{|eTbNgu6
z5KaRdauCC_dFm#q75Y;Hf+N-D+(L%A1U!kr1Gw+Pr1rW`43-`L(Fv>W?$a>I$QP#u
z>u=F;F8E}^YbJj2(Oe80U~3&Mjr6T|kzrA5x<Gy%z^#<S6I%1no~8<tu}W3GTKwy)
zUuqH@(MJJ)=1H>Hs7`ddhCGWdnu8_nGCYtQJtuS&(;ieFxLo;g7B=HoqADX+NpI7*
zOxjP{g*dI*9!_iSrKPO)x*LWE0)aO=y&gY5aBGW6&Qq@aM6u8iDBM&7)MV<#!H)Zp
zGCIlR&jDx6*)n}%6^dvn>-okG*4$tB%biPDZXkf3uDG87fb6@q;kQRL{fL4O<#=A8
zYH{(qcB2D^viZx29>2%LpO^-V-<aR3fcfxGpIY7V1c6sJ<*R+2=kidfJwQ>snzzKS
zGR=q+pDnZB8Rf8|O*g*YFA!^QJ|u3WNXH;`sfXP12)@t=xI59NbD1*`F@*J959ULG
z5S1bi)jWORJE|>kNe+c_0W#m!ekx1R_4w;IK+Ho}GJBGMGmI)(r`ACL3!TW})8Dx)
z!DOz;w=tkjf4yqc@m&53L?mEl!vZa@-<xj!>3Jy65S_xSJ8Ah@dopatB*r?K^}RpY
z<pe*F+(D044+wKWASS1*{jj(0T?4`Yg7K-oe$Ks^e2S)WgRiyw6;Pv0nSLVzW+xgO
zu#b-_b!c8E+DA$P*FwOEt_P@6fMwLRMV4b@b+7M^(MNd4=wq}~BG@;YXTdKYxL+?$
z7v6-CWKB`y`jOR=|H2Ngx*zwMFvxHiv&V(nxh$CYzUa0dArB6>pmxilLe{S*Q6@N&
zv`O~QvpwkL>%~pXwJB6Gk*m}|irPYqF>Fk~h>E>av%G-b0JV^gCkbYuy9Hv}?w2h<
zmP)XHC~y5d;(RJ6pw>II1C@OMP)~to88L{e4%cBXN2qCacdHxp8xGXppUiWq4@kf=
z1c9%wX*B^MlI8PqMq9yK@Z}ZIi$Nv;);joLjZW$&4+!sop4*pFVbOjQTf+5P=p)k3
zwd6}LVbF#d1@3u^sGjzgVV?UISf4T2hRAOQC10)LJnW1d4N_i!U<=3Rop*{Ysl}%~
zDx>j8D!?0Zo95dytiO(sukT@^abx<JPZH)(QhV;g|4lY}RveAIsgim+{MkF*0rYP>
zDT3TDg3FZBtE2{#v#cIAS8mD6R7!0gjEaK*4?VLh5ptC!_b(v{2oSAxGCp(FU`>8~
z`mNUS*T)=Lz<b_Fk{@OW)Bl*fo!$b0SU0&!zv-z2;&&!AkL5+%FkpM5N@6;ETTu}a
zpz$&$`4Hf0u=`&@lKg*Wkcjm2I|G6wDN#}R>y^S+4BR`DI?xfIA0S-(u~}x|<A)fV
zhoiwd^}oh{sOo4{djf9InPXrZJ_8a+Q^1A?3gTq55~2`qf8;4_i1#5H1?T`7B)qfb
zW>K+D)l8D_V)<2;N-$yBQuwBQ<3Bd22#D{*q*C-J#dH5IQDh4~G8Jl>t0W~sN}xA&
zT{Wc5Qtddqww#7Ei1ZbGe0`)pDz;w0g3DffsdsaQ3f*&<8M5?}kBu9orW1jZGj;D}
z$W>Zav5*85*L#;WY+(bXs1a`m+UycRW!~B0z!d3wp&dJ?dcLWg{>I5H;Axm$z=$5R
z?jFLP%4;xjUe!s^q+Ja4%OB;IM0@(VG5CwUF(MS@j=&NQ0RC_B0RJ9kp2pY1N*KyW
zERvHVMaPVzHwy1cOJ*#GS0IQUJ%Ndju<4>n$5aGIHJFB{Q^%Ak*S=$bq<w3PKf`Z#
z9F{5)<HW3I5T>^-sWtENd;ZG&h*3eJ4$nC1qjH0jK6x~h$l9wFkw$~{BqCEjW@Dmx
z#v#0V64u_QAg>nWLaXxr6}k19U-|zP*4`ei)(+J2jvkUIqXl!iEM+QN(zhe0a&LSI
ze{>oChFJFI3mLg~_UKRxr49B;_!`GZt-RBT1mYmIce)29xunAL<K{8bq;rKq@}IMx
zX^x-xcgjm-wYr_WPa2`BqYN(W2@Dy_OhjI3L?T%dUu^&L-g(DzxxMWC9U~tC^n~NV
zWJs39!)Oh?)GgD}152OTnF*qctX$yMmb}+n?ZAu(Kg&%&EZ-9+D7FAUWl(kDkwAky
zq#sX%ULu0r4(i`}bYj`hzliBOH+36O?e@v`<a|eoBAZ;NTxNR8yR6I^Ks4LoWlAJq
z?0F|N-(7_N?LQ>T8sM5$FZIlQpG87RLMR@)Hv;Bl-s)Br^Px7h=GX9O4<s4!0{NNa
z!yKywbgCXJ974Y{cF$fvTNBStt!YcM{exNxozN1!sxv28$8&QCl(gsLcMgVCARO%O
z-uG`Mq#0;PV&7~xJUQ{G<|E;2)9vM`0c!7rc3e{Z_e6OfW!|qew&}c?!TTJRcx~zl
z8^*G`k*BBZFZN&V%d;#!HMU?~fBV;(**zqh<{V8(SmONiVnm)hvEtu`iGE9gE~70V
zGW<ba#48n9GeO?S6w1l0M(vo{|EgIfpRj8yT{5Mxf0kg5EkOo4qt`XiHk=e*+s&Gp
z!>rMt@Uf_+2<YhrUQceQ>i_vF|MANbUSsc{m8V78^#$*nvz+u!dZ3JWNTDa@;h?I+
zH;rE|LK8y2<GFb)>7k3#ZiwJ^BTG{e`T8=yND1*em^D|;pfY*XJj+Y&ZOhIXYkBOq
zS|;{8O7-7=sZ^Par-c_M>((PI8i<j)k@8CW=U{q%WiujKJ?-emY!qb3YC6p;Pg6k?
z1y55Td&40LZD?I`ku&-^^<y5t6+7ev9OiYao97dke@!vHtD6W294#vnz&yc&A6w?r
z1{4#InQX7Wt%6&I(^PWiQ+7@!Y{_9D)BPndq%6EGG)|0yS6jmGv<+GQ(sto=v+!;I
z9~BtV)LQQq7yd9kNFOLgS(Dv-YMyCnp0lwpD6+WSySCp!=|Pc8#u^m&`@&iKQ)Aw&
zB`yW_47AryaSjOlAK$oyLN#Am=Ce4H5D1G7p6p17$GS?hkUKj><@Cpg3kzw3icK-^
v3lg7|x|x<W*GPhVQQ+wh_$c)Hu94<t$v(}R1W*J2yeBCt2PqbQ{r>*}7^|dQ
literal 0
HcmV?d00001
diff --git a/log/zPythonScripteTest/err_n_plots_multi/IterPlot__MultiFO_Vp__fwi_CGREGINNCanonic_iterate_m_allshots_5_4.png b/log/zPythonScripteTest/err_n_plots_multi/IterPlot__MultiFO_Vp__fwi_CGREGINNCanonic_iterate_m_allshots_5_4.png
new file mode 100644
index 0000000000000000000000000000000000000000..f592420a693372ae2946696cd9e059750dbe8695
GIT binary patch
literal 33702
zcmb5W1yt1E7Wj*x0+Is?(m0fKgEYd>-3`(W(hZ`3bazU3cPmJjbc1w*)X?z0fbZV>
zd+)ycUvDj4jI+k?IkV3`J3f1F0%WB{P+s7^fPsNQ5fg>T!@$6*0)M|Fzyj}lXH3e5
zf%#%726?aOoV=IfluV#>ahI0hR-1hmE+9J1|H3c|#`F`Z&o@y7rHCUT*>F8skWkt1
z%MK#{7vMm}H=o`%*P@Sz5qrOkl=2QYP+&vM*Vtc3SR}%p;2E-W9O|E|cQSV3J(#@F
zciQJL9vrhv<4C*Uo|sc}3dflgO!!rvsGqG~v3LzLJ3@1XU!|8}_nuLGe~*lRs8Yu|
zRJk`1MV726)u%-s@xYHjI1|`2zXVynh6%pyT3%|DTth;4$AN;6)3<5U*u{hNA~L=>
z15Y-#tJC#OC?3oNCjC4Dy3_OTPF?6A;QRWszD9Tg1M?FX*#~%#9?Ek8;72(*N$g=^
zXuxh!Blb6qC*Mh)*xS{AQyXK^Mi8ovgufAm@s+j<2!IX0=`+OwKm3p9aBpB>KB<23
zMhCW2^n)J(28MXz1MyQB7<BVUT5$q{r-8EJ=0_yk=9G}t{RpJfoEo)Oo*o%?f$3|_
zCfpAeq~Hy-hesX$uSYRyXV#Y;nU~PS9j31Zy4gVthUA5Jcuh(4WN<+lQII&$tNI+T
zrd|2M9xqm<|Md-VmN-VP`>EI`*K1!IiXeeMtyA+$kNNu(kkWQs(efF48Yry$Eejf1
zFn`ifH;~!o{tX5{d>aPz|8KEP&k>l2?!*Q#fk#4AbzklZiM)gV+U5uOiAEzb-|gFO
z*q7}R%KCqn7<Yki$e_a$AD#g+U$fZL%LTrYyT!Ly9G-<gQ(<C*(@R-Is;u&LVX%K`
z;_qCG;)n2{y<skfhqbWqJi;)x7D6hO1CH^(OY&)@syVr7usOyTRa?z4|G=&@?n=1}
z@HmUG2g(==xj@3~SF9YNa1sI$I@=4TqfGt)RF|o2{|7C>`-hhN^Pmp%a0j%xHgvW~
zSu@DxOhju8Xh{sMU=Z`-Zr}{_#UavuSfoh7KM9etz76`~R@TeEz>A5cRdL<UPV;oC
zFfswO5JvCmU;UdxItBiz4kyFMyis#^_7W6>x_#O$IQi6Sqk!mkui3ZIf3vqwhU2a&
zApMk{o)|cqPv^EHt8!#yLXav~sg8=ZoiD5vHltAApx%JIZ^SmelVPZpUM^4W_4H>P
zn`NMMA~)0VS>@0G(nPo2(2$*0oIg3f7bI7DPhdy0rF)itGcb&1`7KeO5m6k*vOfFu
zs=352x4Z4IT@e0Cu9~CiZiLF$Ej?2<no*HA6)InA*^*|eew&9b{NVA}uIneVZaVyN
zdsFSn&X(e+?QZh}TPlT(uCe8u>qi@`6X*TSgD09Zo+|T%C@N`P&Fmap74w=yEB3gc
z=)<3GdHO<MzxKSdMY|V>KiBE|C19tg8fOW{t$DVcTPy9m3WN{0%*J>G(Qt1j27S1T
zn!QM~`iEP`K#~)kvo#s$6*ji#X%>mycq{&wNebXX?!N@y*((&ey~=kA*qq*2zd1={
z=23RP^}PsP!5Ch}6sa*+nfp^1#(QaS_|-hX1Ty_i@GDWYTAh>i_$)K8yYc!+U?71;
z?Vk8#cB8}2uSS{4L;bG=PP>0nc^ZA{l~T*s2O9)w`h}R}7hB#v$@w`d?Y&49OO_Ig
zOsHS;D&WG>IlUU3xD(u~>>5tQ5wou7G}_x5TBZLo$%vZo(r}1JQ<j5MavF)htzN%W
ztM;M^$%-VS#xf|)3pz>G;oB*U-^H=lpHyo(D+EEiKHh%w^~Cc0^b1<E%>kb_ID?vw
zZ|(CjdCusdU|7@PZ$axUd54*Gi&<WW-c5;?<8eBz8TOVDP1T~M;kST(Wq8A(c8h93
z_X<6a2RgJ1`co^x%r8(0X2L=~2M;;zHJ%*t-L15!Y>WKZpXWj)ny}vd1=r}X7p}Ja
zZjgCskmv04EEc_X)PUbpm@r{Lfzd%Jo-=hF5)&B1z;PWPX}dR9tOt`XCW?+v-0U`7
z#nJ1?KrClornn6rQb-X_*IL(J!lt=btgWeF@g5#HnVZQsI_@=Yi+DAz<sgM|L4Oso
zb)r4oJ#>)NyW2mZ1hW{!BZg@uY6`>lOT`*|X<P^TV6({*13(L;qLXib29pt$kYrR;
zc;9(mHymhk*Dt*lh1^`7HC<Pf@*Pf9f5o4R^Ow&*31R2E+{)FcoW&)2Fw^`HMcHuf
zwN-l9AI53yb^Y9TZSGw*{+l~GTm^MKh#k#tg#jkJ@#$W-D~3}2cc;747paY<_`JKs
z;F;Fe^-1<y>J{ZE_y_BF{yATvOEp#qQrgszmqR|T%GhO-b~hrmUX`yOG63BkU(3N8
zq<<^QqE(cYwaLzYr?V~;8dJ#D@9va;mTD}>jOsJT^_7Fr<q%GS>lq54ErD30p9f80
z$x@etCDdk40BSRD&>prz{<BMus62n&QkQ6Dzb}kB2|KZa4izDIL9u1Nz}CiqC;8eG
z`X)EjYh;^3?mM4jq*sQq1(p=*?ySdHo;-M_GIzTehlowtV&OWh)?!)=LLw3kJy;x_
z+Fe`Z;$UvV*_y6Au3zNjJwDSPHFnMi|M4iYi2}_3AHHoZqg3;`FO3VSSHYtL>lr+5
z_ME!Q2nPi3uKM+(dY*!4wV*xw^H<F($jA>i?QW$`A8l_Yn+HUzU7=j4nm^a#22Ear
zjAct)mEt?am;bO?@tdv*bGn+Trsm!KbqiU2x1VvQ;#T_l^@G*D6=6z<XEL;3w=OnV
z_r=D_8bt+3aTwZ@+nXom=rE2k*>`&<@UdAhY}H!9JRE~;Jg1=~xu4s`ns0ve^2$oX
zz8!r(1$ee5M;d1(yP7;j4_V1^cWwpv{O4xb1G4T@9s=5z;3nTH^G(Z<62=m;2<5bQ
z6hS}LSJ9HWuQh+;nain1_bAbo&@hU-!A`5K!A+E}?<gJPPjhd^+czrC;b>L|pGesK
zto|OGRnQUGp`<ydY|8(3#)3M-I3IrXLci&z7gn4E9{-nN|K=OJ^^$Y<$rdLgx)gf>
zHIJBQ2gL<>Q|}@AUC4XmeNn7=Bw_i8v$xA1vqpC};ipv53j10RfooeFeEG7GhEbte
zveON9fq)BospaNDJasAoSCjntJ^+C+o|{SsP6V7GbWplbmd;f9u`874U{GBc!sF&h
z$Yqq*m80x_ov>J4ddc)^><JIoRWTmSgOuOZSf+6rA{&xFYmM%2IzMuAa4-dP?u{`n
z_<lQH_evHUUyUdzNDN-fx75fKj=kJ*B7TtduaDc&i~&AUI-y=AJ4UHNY|$~Ux;qm?
zi|*#-XGeD)M$(p+1RxYVM_ItZTsv^0KZIQ-n-j(Dj4NL;heHY6j0Ut@HgCr9*sXG(
z)8o2sEO<3lS*QJC*~*)1xzf3Fr9M8ZZMk@rriCiXoTJMm+{?6&RY4~q^+#2s!#vAZ
zCAGM>$48My*DfH@oO0b#-kMz3Pyi$A*_3_+am99Hw<8TUivosLlyJ0<<X9dkMnar3
z(XG?=BCvVMKa}jqo~K;vWpUy8$!KRY^Dzn7b-liRuk}Rqc$vI?s?O$0s#fxDkM=GO
zkr6L5CkKk%>b`lbb>+Vq{^d&g-NJQ^=i7TP4D)ScGZS@xw2>Ore6~=4bKnkv++3di
z;j*4A(P9J*xSwSb-JP_M(~MHp9^Bq4of%-TRhuf<uapk;O?hoRc{qd<)mT=CZB?)>
zK08Si#|n#G31Vk$i;Md-2rj_n_BzJc<GA+D^<<A$gU?#^!%EKH+5Fu$`{2bqU>Pyw
z-oHNr%nRS<H^Ov_&)DJVgg``^nQVJBd{=j{7ThW+C-<XAhpX2b>6vfO;te!|Nb5N4
z74^iyw1UGK5B;3S5K^<7!`4D`=FZ53Wg7d5+|FG6{DGI-u<qAWG#kv|hp+kTZ3<T{
z*Ddu|<J(j~d9R?U6_kvejuuy8ty-rkK@^j2QC0<0<*V%uM4nY8o-ZZIF^yAP`t`%E
zNry6t-`q>;7YqCR#~)Jc$!Ufp0X{eLK{A|x?O1R(@99^Qpr&%Pnym@)Z*Z_&1iS=b
z8$8yg1RI^szPa^2nek@$er<3bK$pFdyCXiHM|C28PBfWKEcIbJ@Py@!1#&iFSiW#b
zr(Y@!&HzhXQB`)Yng$(6%*le+Is{kFGC}kEMB%iTdqkmC(BLihd5(Tpjd3zB-KTw)
zT*$I5VBla9k^Wn#hbhU5+rr}K?~~QWEjk;UPcahzomDA9;Y@NHtV~4)Cy7MT!KCY4
z=9`g&DAd`88)1&9+w8gahIWRR7Oeg{z#5*_rQWoJzBb>hTH^JU(-9dHqqQ8KAPN5)
zKK6_2q7F$&DLb$_F`ufP@%&P&GOyoZmB#m$*isqNF>JgddlYN=7J?t1TD{?Nbh^Cr
zHRt7&o}bEePK48}aAwxY!O^SB9na|r1R+x|i#fn7+L5URW!3($IsOcm35zdkX|t!@
zn|VRKWH`Uq(TSD&S_*;u$Om2;)Vu(!`sw=9KhhVURaUB)4+76A8Tt#?0$~tKrm}pK
z%h4<SEU1J61wsfdAWc$iVe!l=HM?n78$V@3EUgWUhhfosYn*$q2N(iNzP!uBp|}oq
zw$)TfvK*b(Y|l5pbfbJvjFf67b=Ve!wBYI{cCj7ekZ-^Bdts#umFucVf4r$NWI>zI
z<)pZE;aDJvO(=}pUg|(wOEn!ZbnZ7}c)<kk_NUrCy>^69;w<JH%(rpaS(RJL7%m1i
zYE4@|Z?OU2glKFmtEBnX`{Gz-f?lnz%zdftC{9Pq`N}fRerF<mYukKM`5Fjp{5Ro8
zb9&_%@Oo9OUnqm_V`CVi>*L$W^&y?<7LT4PY8jr(O~J^XpBX}HUiCZmN`-6-msb>4
zckN_SW5tCMi_U%e`HJ&(<$^LPOzIjr5^>N<<J+aayPuVUaV;K)1cj3poF~7&OsN#A
zSc5YHFhlDuI+5HhK@UDr8*qYG<z2?;!`9Xp(1^_E##qw4Hml#g;WbZE_y!Ximv7LN
z!|>&1R8Qdv-95$&LI^mk>i3NoE%az>wC?<4(0q^<G^$+(av~!$Msq_Abqv96Ke9b=
z70)0$3HKRAxVduCIZcY=^OFNLz86Ms3C0?WEI#D$XFBlR?xu?@5ND)apBGtap~%SM
ztqgZ9fHU%QLro_`TagoS5F{krE-W!Y_d+QJ1lk!)XuJ9GRyESU!D&Ynl4d!TQ>?0?
z;WSDcmOVNc5G5?hnNBk`)2Cvs{%4^8(ssK(-Bn&%P-xC>F(nMi{^ELN$tJccOln;q
z2kjjFvn?JU=R>TIscVluTx5M@DAU^uS)L1rOuQrKvz>s!l_QCm&#vds1idOtN&bZ}
z*#7J1`fu$B1@aWxi7AGf0(TOS!%of+(_L+A>q!rVMuWrN$ANKU&-(r|IuDD>SqO_w
z8wl{U0k5<x9V=JrEN8KZK7N9KRsP~3|D0yJIdqyR$}h7tU-ltctqqDR@>uRkfY|@`
zo-a*?PNLvZ2L--(j{NR-Ru72`k72N-+of);;m(G2Q+>Su;LXJ0(QLon@RJ+2!PLs@
z1mleoH4Qnn`bPaOwst>4mbK{2FdV+7fLO-+bQz(oL8ivN>8R3j)^Q-|><~U^5`FlL
zj>qNqCpgve#KbY$R*yLwO>pl^l8o)`nU0`I8tta_(@DPbQ~II3;mjx-2N~`QX)P_+
zvF;Hd=8st{p<9GNB;q_=2V@QkbyU^r-PRk4?!8MCd04~xHuGwg-tz|w_POkLbBxpN
zR>GxMR~Vk-Z9S%8x!2rTZ)eDCK%Pum3AWZd7a$4aX>ihPbUb!LQsKESWnaAeaO#V_
zcsNDEw>MX>g}F1+SbGWNOL8Pj#H`K%A3vHN91kVEGaLK8obmbSC<KUPoOcg#N?U47
zrjKNZJpUv{E(@sD`tqbczfTHK2|RxZVW&E;Z>^y5)}et00EvzC-D=i*IJGmSS>^#@
zyCj&?X2f5F@Umx8hS!Y$F7^Jn998dv=o7F1!0`bNb!Q{(;ASN))yh?Ch?~p!?luvS
zeJBAlMB`h9EjCDs$D#k`?8f9MfTYpUbg{<LMs51reLmFEdRGQqOFTBk1-Ao<nFatf
z)m~viy0a(}{ie~)wS{I3bM&+^jtgAm=U&n;`RAJ&g_Bn^3wMMh&#|d2d72U)vEZ=l
z7{Lw7(B+~ty{*R85)RE`tpC;K^C3@I`)EIrdy4e^2t&Sv_{lbMHK;>RDn~c+2&YfJ
zfRvk~<YMS*?@k#<fSu*_C<6{B^vCje>*Z-H;Qi?c#&#Cmasclit>!s85Y~LXox$tT
zaJ!Rk9vBp4&;exbxi`NF!3{e@D#5rMqO;CaF}%lkt<yD@lS8Ff>y$ct4dqM{yqfH0
ztHeQz;j~~^x6ZGVcgyc*YxY|YM84wprxiUwn{Zl^-skgIwWdG{SvaZ4eVV40;0u_o
z-~@?)&Bz1yYSlBzNdHiL*7I%>c+6ouYtLV*E2XW6w>6fH4UVQ>BdZZ1F_dpb@i__<
zgFovqES<N1McLVSx4&a;GVu^`@*|w=kFRNLxcmAuMY%vudU7=i3(WjY&dWTd6!C4l
zy&+XbmO}c^2vc~!__x?V%bz{_;XvE&2PMe>)aQu$K~=fsl(aOIw33Fs%s95YzXasz
z9S<rNg!)7Gipjx!6^Wj;r7{O4kSZsc80c*MF|T%`qn((|(pGNBD3)mUHW2#P8}<$6
za4pu#u!Co+&0DWuJXmxY$pqK-pJIF(O$Ji>&p7QZ1R*6m%1YxHa$iw(t{Zg)4KW9d
zTK1;IN^u98Abf_so6x;edcNJM`m>WtD<I$2NF+p>^s0&R=X5ZmZf)Da1e98<q)wfL
zp@-S4Ig|5P<X}OouaCV%tFfL@V^8w-E5KKn1V1dc%!>yi6&9Gsm8vebdJT2X+&Qlq
zL+rbMc&w^Wt5~YmnN(ZOE?z%BQ!LCi4wKeutXgc*A1dPL8{+nG*YAj>)sTS*`r*HA
zt!NI2);z_8rJLTx{08c(#`Wy3xS$Xn(j4sq5y=T#m0Xs0o1T}`#(DVTAL>r+wnP0^
z)Cr+wWW4JH(Ki>wVV+P5L5cT-<QF}jv<=LG?b2<#D%*(19pEyW+e43$Kw*C3&QL-D
z$Ph34kmc(4=941<FfNyo$@*ej+v=eXN3j2X<6U*Zw)$SN{!+#fkXO{un2#WmtP*Su
zcNw7%`>dc@bJ{Jb$lwY=!mfArn%z!^RCL^KZh*9Qs)om91mVKcyk!LlMT5F(67P=5
zfOxAUFYm)?q7?hwi3wH5B87|nW$*=(G8VvS4n|7H>6^@E@>4jg3-hLIb`DaD3Q7!>
zCcJ9)oLapi{ecXQB&3Pmdf{SSL&AS^&e|h;E9GPlNoIFAb0wCR%eu*>L9-7Chi?xD
za|1T7kI9ko^LnJb@8g?K6t2)+_xb8Y;*3dcFRvN2TTZVZy+D4?yI6eykhPMFExv<>
zD;IFXaz!c8RIP?bjC9J(&2Fx-8h|44h%`Sg-MJlRpG}m^YAPvJx_4ZDC2~1#3$j|Q
zGj$tEO(|{C3)Gxnk!f0aC#^R9J@|JeB9PLyEU9e7yu=<%Y~F1`y8UxReXmiLi!IxL
zv0rdFJ6>$OrcXPVVK<R2J<xWKtZ86%njj!#TfCE~$f<>_t<WDry8DQWPe{{SU?d>X
zSQ5eXV-n}HhexL_!%DGO^2g!Ira#*kzU}IipFz*5uT^&8xVJ4Rt>@sUsx+Hu=owph
zWqw>^Rd}T@ICq%NuuSVkJ9k^;wtPv;(JP<vZ;|y{lR146;ck0od4=b=8^Vr#w_ihX
zwpVD>F;hc(`=d%BH#wt+tJS$@M#JlD^>T;>Cy`wG-7>{w@_0VUWZCYt0_$mTQbB>)
z?Vqclq?-Pc+$Q&x>PbFTxpF~Ihnal+(nLoyu>jAuS9&-=M8O+xFEHH=`l9V@^CLKc
zNXcTRrL`c(IBYO8jQ9NWvCQVM;K7lC<InFRgbnM9cL}HajS_q}_B$;%;{;qa1Z-7{
zKoYY}-9?a7e00KW2dsN}y2I!>#}Gz<$6YrRHR=VuObXI*F<iPFx|egVLT=4hf|)x2
z!7v{<usjC~KzxuPKD_*pw=amn7ME^|prx}?^A+9Z`n3{`GZ%ESweC_zH<uh2+Tjoc
zhmGvJq|7+Q=K4=M{eG1?3y}s3T3vkyXxe1_bUK-9A9%aNcuaR<b1%Ev5nd9PR=ZT+
z&Kelo4)AIdzuC7C8(*a67oUgO$htGHsV}KR!2BJ$dPPn&|Dca+w5GJ(&#%GvzS8`j
z+4K8|5o`8vOmzTq(vy-1MBwQ*<`&hj`#_4!@ySShF1Ky;OR%q)7OX#-;Va5CMn@8u
z3Q(S+07Y_BqbH&eS3BJZjKDrPB*eDxiJgxN%oz#rpz<6tAs=7`_M)fYw&XAV4~2^N
z5TH;o{OtZi_i-Lj!0?wP_RX2&9S)KYRb%R{W?+_=Ym@$iYnCMZgTh5N78l9c&hR*-
z97IWNC;`?JP9$3S1@m;8?}AYgiN6eaw%FICA0(WP#z8t^{2EyG)BQT&;E<1G8y~RY
z?y2uR%_DAr=!cfY{N03UjlXQJ*$QXRTv7Z@69(Ti7RoHUyCBKlWBdqIjXl5Y!&ny8
zfc5TF7HnAQOdeCa`WUt#$uWrr7c}SY#w7UQ0t@{oYB?o-*ysT+T7}=o=-U^<ziML^
z;5g-bJ+tsxBnkG*d-v2QgcaBjI`!WI26`W0jO@Kt$<ZDXT6A;pOAwRLrxl&gZ=Sv6
zOb9|x|HCOz*-ksr7XG@<?`Km3m4%slper&HR=ypg(B;yPYnty_oCmLg1O3T#O*0VU
zNdAdacozzDk)2uK!B8+BDb&dZOF*fBad7<!d)p4pk?~%@nCbTtfr0x^kppjJNciaF
zS@ZneN(MeiJR}ysCc!uUT>Uy0W6(fOO4zI_<^^27bg*QO+86KS;V;F{bjSQ%nalh7
zT<{_aNxG|l$xEZ9$93ZC?we9lzyphfV*(EX)M@SqzAhpE{ZSK7+^_Hn0nRvK?u!=k
z{Tr*aU>4(u(+|OvxJt*AxC-WeUrwH({N^=d!5$D~`;GOS>w2Kl3tUvdI$=UyC`q!b
zc$N_dO<Q0?j{wMuT!^qB13s#|#@|{~JPGjlP1tdhf2_BOk-*V5AqjBJ=NFR1N}uC;
zEUVQxcIZ^hm2pHbBvHv@?TFJ5%c2Zlp{W_LUX2~NhCJ<_!^2ra>PpH@6gQ}5@H_;E
z9D32Rgq00qf_M<yiKC^EKDr&E+{g0%bnztpaQ7?!xBK%S9~mY<aNy8)!Fh8NSz@7y
z*O@%a-E$0k&VeH{zsu^WTPNuo86T$<vEYn>);Rz6m3e-G8;`$*ouH@f_WJVASX?=-
z^dbfP=_&={83xCGS$?PAw&fBUQBi6^ZyFvVjV6(Jc<>?Ky?ryGd$`H=<%}ZnZhwXI
zsQSd<emD+1gplQO?(B(|g@!W>>;n?7I~)dLnAmrC)`diSvTV}hBgBJy<x`4S+*!4t
zc;*(&q_9~_D4BQ{pv325@|Lm)6nnTeS%Z}FNfvaa!&saJYf^nP+!<<+`zx-64qAWG
z|5)C9Tyu)8EhhQzfmapz%MMyo!*TRAQzD^*MmtHfs(!ppL;Oa}ux;Li@G<_jJIc||
zA*Qs$#9_UIo)-HvZv6sry_pm(OVE}&6fctch$Mt@`3)mI*GJGywgr*jo1)4knkd@!
zv6cr^|1&Z6)xFv^@k0Z+9}ED0(O*Mz0Br1ji-1}C<}WL5k(I8Fei|(=l>1bo>@GpF
zYQnVd#XG$$nVD)cq`5#!-P|dRKBYKOn-n=K>_Eb>JwbXL*^7vykr2(ST2|#H^N5NO
zVw@Nc3}UHrY{6=V3iLi)T?<b-gN)tis2gOxyiVP&4u>GsCoZvpnc;ZplsoR|rtI*b
zba81Y-~oVrls~uom&6`7_E%p%#`eGw!V5T(9_e@doCNzKQmRA@Rf+90ur<_{B+cZh
z7LuH@_O`~7@k~jor^_OY<ai0eq%E99YBF3Ec^>unyywLXgx7eBYIobXwDis|!#4m{
z+wq$i!ODvmd@fxB=zGLIk++Q7sVpKj<M=tBUUxmKC*}LnaG*i<sMFoN5%6U}Ko0*C
z_wi7_;SRt(%J*-vT56Cm1lJ=nSX?4Wq9fS$=Z%BbRAf~j`>%@V(}oNwm6JKS>inbk
zzE&EQu~EJmT&!&1Ml10<yl(q}a5=TF??uc`K18hwC~u==!s#g9jM#c}h_Uj89;qI`
zoV!gUa6Rl~Ug@xqkN(q&!HtVTU~^^?s||<@2K40KgZtB=_pSat%)c@#Q|<e^!+Q-7
zf0haUA)Y7Z6wqy3PoF2Z{1%BJAdw{62a(d}_&|=5p=Sto6(0II_hqlt5^Xc>EGK<q
zPz+;Y#F3S==mb@duW=E4h>1kRCqG!ewSMCdpLTzFV~Af-Tp{Ts6GkME^vkfr0`w~A
z*`wzgt$2_dc0>Sz2J>GzJqj+|j}py?1^sy$Zm&1~cXGNAT|YC@^?o?Sx9<pX4_nKh
zIOccK58S!ByegNE+EOQ067b}nN))@$v&u@yV%+sP96^bKOVfRIN#-ZP6b-KudpAl#
z`lVS}vM<KIJXPcIhJ80@K_lM$w+pxTu9W<z4g7qDaLgac-F*$tOkJM;^NW$vMlm|O
zBxe8%?0b{}8knJ%`Z6X~P{8LRYtXByAG*fRInor~ELl}APxo~s3cU%AHH7WDE7?y)
zcBcwNdn8p^+`#W)j$0oEw^>DE>tva@iQM^wj_6od;L)ptbP4@COD%vC`<C!v{fD0c
zZ~dnq*!=9zfc6v*;l?~Wu}4ad>U9Ey%@|j11+~XpvH$H$<R7kMLHNVF)7|!2gpjO@
zH}tN9*Ht*vV=V$sREj(6U5X{HNK{p4c!gQ>u!aQn45_D|oBm8kRA9R71jz_Qn6n{O
zY&7XV3TO&Z^1~YbuHM6?yFW4rw&cI9L1Z^8x$-O6D6A#Kmt?`rt4|O<q{Sk2u^y!r
zDJ2Vdb59)!(4lJX_@(IUCfj<;^Wd4(Gz}bG%Z)SA*_2D}$cG#S*A0v!h4%bJ0~Rou
z{}B4%RCfXqNFI4l`SZs$xkMDMzCC%=kHpxQAaS+0_LCBqk=yR-EY@sXaJHUB0Crb3
z42N9OT5T4kowZTKougW1g;WhG{meQRDfrZ0(;Z{=>55YPC+6=;G?>RT%aK*Kk?|_u
z9V>E2+sn{08AbA@!?CqB|4htE0AR5|B3lCfjF8W9YTB3}$>b-zF;ExDO|?<bFUH0q
zUv$}F+fzZpE_Q|1yA<}aD=F{e{%YO$^#=ZS@fn5v!9w|aP>UBN#xvtZE*Z+b=}b%k
zfDsT_GkD$hUXmeU$I@%6-X0YqS-0**TFrBIQ>_)UUua2i?#%(DQrms2`I4+Jwp6Fa
z{id&!?y@Irh}-l?lurrkcD2hmmBmF-f2ZxfU1gXI7nI({ci?3SR2cSV<0Knxdxu4c
zA|=VOXsPb{w1!I6s}Cm@`E0I;=pvMqOBWyzObUFP;}C3T&AuD77U;6X0Z?(*wqMFx
zX|+||7~GpInZ5olSUQx}dc<DKE615P`R#pklah=6?RA)!-3}&z1pBCP7({@@zf;G|
zI`Kizk-?XHwAj)>S#O9i1wapc7e6DsnpQ>(m>7-s1JC$WY0V!I=dSRFHFl+4=RfJ}
z{+qE$bmy%|(wmc|B3Do{5q#d?gR}Gm?2aZ>N=_STX+16CJon`$;s#QS!f8H~t4h5N
z<E<*@Z(c(rA}CgMP4=<}K*2Zx)|Q$HPS-S_mpID(WSFzdMjZZ>kk9J%)piCF1qdiR
z?+|nyYOX=R>J7UJ%Grbu(4t9RAqtn-wHpz$Z&hW!(SbB$h|NO3ukhd4(@nE)raCDg
z&*^~fsIbMO(Qsz2%2Xs)X?wUIgc~(2zSBy)pZT7t#qZOws#05@e<+vUF{W^rP-e2E
z!gtan<Yite+#aFM4^i5~@%1Xps~Ks<i1b%os^o6z6&xs~I4a$+Y9vBXZG93`c3ebj
zp#`nXD7&!*l4Kyk%EIie(kZ4|6ot$;*m$fbR=)~esj<{>|NbOp+#0tT#qnS`!XKcZ
z=!>dA8J_i6r4efBUvw#qTPkp0mhYn?n;Cyk1H|pb8aaHogNdxKYAmIaKR&&pI@YuY
zC|%_Sjo12gz4?T)qVoR!RQW(z`b|!<?FmrR>zfG0Wu2<o3rVWsyXj9JmBCYKopYGK
z+V_g_e~!94p07VkQ#kg}FqI+kR4Mbc=*plE=;5%KtubF{3gc64^7C(T+UkLW$NwH!
z{9kaVgmFvb2>@qH>o0>H_o7wzzI|~`_LyLl;pRBLn?GEvHfK+>AIVGQ;VcH842Raz
z;@qP?TT|L#`$9wF6V>Tsca{%Ob!|A785+Ce@|-I>9!hx|G~Nn%S66j*u_1-eYWC4a
z?!C)JCx@L1H}pIhKpI}tN2h3f=PQxRZGP1ym$xtbGP=^@FUGu#`A!$7Px~634$gyi
zS{+X0;QL-Z%ZvQ$ENd)TuX4*<2sp351<`RI_K$WExql=AC-N9yWXIjq+g@2I7yS>8
zd3WjIb@x7wZjap}ujy<dPPLfToGO+^jY6eCzblo)E>1;hyt@=uvFF1;ibJDLE48&A
zjsw;hh}=N9JUAI#bIx5E4};Bo+*U$)RqrYx`KNcl*i#x&!lES;m)Deg>N@B>5Ct|#
z+}vUG`iggafloU8j$?O$%Uqf$qmN;18&spptjEo>iqp|SyuPxTr&7Lh)TQ_)!0^SC
znc9;9p_#hqOu7C`l1!torS?XanP?|Roi@Hhczy0=&U>YvH==9MdEmY;x(!tUY;3z#
zJbMHnmt1BB`5iK^<NOy=50_3`ox5v_uMV!3-oT#?xR(Q9<v^w}x1hlhP_)JR^DIHs
z{n={sE15~_Bp$bElCTyfg(%MDKTn(%4x5*k+b(&qzKQevbvCi%yF~Oi_;PHU3$0p8
z@|tx(ktFw)xo}D4*|PxP)?;P<#+C#cN_5*VIYO^4@q(Bo<ntTMOWnQ!>n;1V-!p7X
z^4Qb8+2X7$lkPVjt#*fEXnf96jgB3_#?NY>zc=_q)hi9H@C8gV|L7zB#Fx1TXp<@(
zx`J0AIY4dtTj^UX@+xed0CQN<2*v9m4NJcwn7RSVPWLS`L$i&woF8NS?p5*A=EyFl
z56T7tzzcyt1i8asJ4FaM;{B=E4kWX;{olqE%r?1f0B|d5p|i!K0b{sC>x%i#v+4vB
zjLTXPEhe_Z0Tjmk^BNi)=NksR3*U0pZ`}g%BMeTCWV6k3)(#fE+N`QKD$qg`vD2WW
zR1K-p-&hzOYPhIkwzhJm(Y%{x18<LQ1;t(0DD7v^?|nEi-};p!_?7LH?2D2q!b8a_
zb#oplZ5L}5+F195_b?6TNXZ$E^{Con4g=IO$;5HG;uOMS(2Xsg&~JXQGig^?<LbCK
zQ|or-3Em#5*ZNI`Qr;{otW|;M8N9}$t9IQ!xqXCo7-mUHq(3CM)8s<iE28jS`YlmC
zJ57=o`17tRlnCWoRb!Rqy8FehL3mm?n+{<<xr{#8mS8chd)e-IE#aUJ>#D9~{?8~)
zQg)ZSEWk6p^n%cGrwMBD60O1rJP<%US99F8pym?^`c{$q?uufaqw%Ov(hQN?(}{&<
zrI`?qz0)(5l9>;)&{Z*=tk?K}IQ<vyK1dmDM)o^zkbtS^=<qqKbb#FljF<wMHE~<A
z&1GFi#^-T!DyzD!a>c;bk4Kv)wHx%RYMPqo%@VE3t$${*Q>QXTa%nXj7o3mvmBy=!
zdLMzLvHv5GJohCV0Lo@32aCtYLua>8Cz*-y!|EcP)>C>XJ`u=93Rikw9x<RE_r+k{
zIcI(1SF1d2FecY#(|DpypWG=ZVLHzc$Z9SL(`mKkDnzxG*LeD1uzKp9!^);*In#oE
zFO0hR?7lTYRj|@V97tVvW{%NH&vKg|Ric-7F-Y3u5m3=uUb0m2Y>VGrZ~l|&(6C6A
zZWn!Jf3sNH0=-3H=Mjh8d(#Z-w0G{RtqoNQ+AW6x6pJZ5#vCB6oA%Km-kmAGallls
zcTHYr7BtkTl+wkyZ)7dCqixS*d$?TWs8z;EdFkb>y!-O})b)1@5!TD=14-59oaN<%
zg#__&0(;r81MTZ^pr*AqQ`~-es$o2&cKe6KdSWcg50&E&(b+9=MA^=n%Y(gU`Qpuh
z`+>M071_s3L>1_jkoxtJm^6cZLG!wC_O{uY$O|pqa(0<WGKq67dbq+DC@oBC-|-9i
zk|T|n=7!b-KpE(dw77^wo4mQL@hZJyvVjN!O^@ecrM%3{S5qI;-~oFLmyUz%GYkW#
z>-d3Kk*n<m#F1FjAZ@8ud^6bgwl8*fs(iy28@oULLarl+;HuEf6}riCx%mb=nXg<V
zOge;BUM0@+W&ln5zoExa&I&oCUkwc>UTLXU&|tD1-f4L)t=YS8soB}hz)pM;T_*=B
zUg#2^z&>v?`Q**O#eiNwp!<vgoy{8`!NHmF8{#)LW;W{C6D>0FX^JTV(qQ}OPSW;7
z?Rduw8se|Q<eo^8^(uleI<hOK*uMorAoB4rB5c21&tYS;r`zedwaJ2`>pQET5+@H&
zI=lLm#S$lchf`eQA`NC<yc?Pp&C(q?<HRQD>nfwrFnRyv-h80*$^`<^6HFci47S+&
zOQ`<B4N&oFDrv+l_t94dro=!FyZSdR*^Ey}D>ywuM*PWUBnvgt!cjye%61jnT=Uyv
zY_)xIBAo3pMfoFc)Ojr2JR{H6DGo}8u!5%}#WZb%s}o7r{`kO2)}(9&EgF462l;+f
zWGGZ@Ga-HYxZq(tHnxEv^(`YTu(9|@s6h5)++_dZ<zKqB`H*S7gG*Obx22b|T+mu9
zjPU$0*Hfkzj%6<S<Lzij#Z3ejm*9$fcaiei!pCdsiO&eQNqsT2^fP__=)db$MdWqW
zgQnXUg2x(n1F6djgOx_w{HI1;k>gRLxI<}GFCv?x)ZY4lS=K@xc-jN-`i>7IHTMMd
zKJ!3YM>vN0OBfy#4~UNoF*7<-NQfkNp&2nxM+D7bk)(s=(MYs8qZICJhSXP|HR2&P
z`r2#`8tP}9Z%Squ=^Mx1^0FBHf|Ba6IM9gF4PXVS%@9Mw*5BrZI5P#X#tgr$4S}a~
z%Q)`unZiuapZ=&nhW@$Kf`uN1es*6-CKYMR6nd2$cHij_2B<GLddi|X@S30bfy!h^
zzydsm@IFa~(F<V%pU_%{Z?Rhj8Ro=b4wJ8r6-pj$QK`R{xVEn-hONnxc5t@!$D?<N
zf~D+^E{kpG%7Vw!Aoe=u&^sPz96Rrm(?5^?q9c&H-f#E2^CdBbSrNmGhpFQ?xw1|f
z4oB*6KeMCD7vTYMO8E{mWw13{e)^_NXRfNWI^kgobZrVgyL7Q6rjpQEYpW-Z8T}Uy
zfYA8U{rNZdc+BVT>DJ?>rAoj8<b=m3RLJaS7=cAq=&t2P0O`P!f7yGIeDTX;%ihL9
z|6)>@Am1p?Oi?4J80iN{oJFtd=!GF|dR%TYnUo>VaCbT!X+AXVa9s0yZN9E2!;AW$
z-R4f=?PTz=>-p!RAq^Sq{DR6?cz8JDd8T*H;!*othE`U;=l>?skD2EG>%8N-`$08E
zf59IiNgMt<L9;4fD}_6=aum*NAEmxH+3I>VzXHF=3c3(BrD|0c<LT3|T()}j$<`I1
z=)&<12cR1iY+>~mTHOt};;~x#ujnx)c8?C}_fS9do0DQ&iW^`Y5F0CMm)tY=h6Qe)
z<B_O8g)Bp{z<I*R0p$N41!jOiHMalYkNm8O@R1N@=_-aNzx{ZY&m~NelZr}KM&dt~
z#Z;?i;2{RdkmQcLw<?EsYml$A5|ZB?-wF3b8j%T$Nx!YJbYc9u;v6pVG+uc_=~|=6
zW!UC**ylr4w?A-p<Cq#otAn?1qQ=~}Y%ly;v6!``Icm^uHVOv9wlb|XyPTOeT?qrz
z)jtWlFXBJm=zBE%f4DjQpmlFz;5Nfg*MH25z?B<Cl+$-GlrS5$oQllS%DkrLp0be0
zx-&F+DJGmAXH6DA=I=*LfwU2b(Z%V8#7JLn=8^zIZt#RVLsCFoCP78*$(_jin*3>f
zNqgEtQG$GzjvQD4F%u?i3p$z=hZKrcmsyNXjy@w?xskbuCe6qvY!j+vpFSnm;>3);
z1Vn3s^~VJGnIVxu1_`DmcvQu|2uu#W4>GbxE_uX)ZWg&A*3O_{`<`PqtwtR8R>NS=
z@L8Zmi-GZ;H_DxqI%^TXfMkJ&vii*=jlQk~4P#0l5<(OkSbzUJ19vA&Z)j2TfPuHY
zIF>w8cSwvLPE?EE(rV|s@aFMs4$}@x>IjCH45=4K4AoOl%}T_sehcZe)1{f^!cm74
zd-gKMB(Fa`&JblfqnTa7AaIEgKSt}+iHzF8{kJtrY~=;M%_nZ}M~g)>ar6(1755g<
zVAszmK1S17@Ox1wIr4E?zGRWI1{`L0XOj+WB|@$R0c;oQ7UU{p-Lc5)g2L(fd$_C_
z*N6dRhS~2Ur!QqN%t`r$*Rp8B)3z>lUzrfnO!W7t8y0fZo%s&u&|z9Lf48FVfLh&2
z`9#D|hW25y#_jUEI62T#LYD2p50~AL0YK`@M?nBsgZcIOf0)*MW(VZ()@XgjxE{?G
zP4z9lu)H$NvF~d|+KL~|x?oAW9oE!oVp|ovt+Xg3lzK^<GzsU@Mh$-BAZIEWReYjf
z5=pZTQY3KuMZLa!=-2<=a!UXGPlwK?pQ*M4>|an~xh1B(nK^@8)g|7EOgOuNv{2Tz
zO<t+4I{)(T)h7_gT6V{O_ON5EdrteG#R&WVsJ>L?`O9W5GmeEX7_s$DQBri@+`U5p
zN*_<7-XP4fg@m@ZZY9du=_*S15S3x6jFzPoVYVT>^6O(;{1qZ=fXkFwv4hJ@b$mLb
z7F68!qxCGwib7;LmsufADVwVT_L(xPMr0Lqqee!Z8v!k3Qh;S0q4}*cfa?#zJ%>`H
z()Y&yTfK?gy$<|D2JY2A`7I)Zx*q-tDBJND4Ga0)qKpT>4#{VtR^Ew^s-B6BY?^ck
z3Q?LmcGSqKjj=MG#^etu$j{gpn3l+=!;C`G%~~2i_f9B4FwM?}_8SaCg$U@gaih;F
zhANe-aps5pyBU=beTmH$L?w9*556f!P8rgzvV7G^T>s{8KC((MWx=%K{@Y6v;dA|i
zB!OwH^#^KGwe8P9^^dq?xE|X({IAO=4Jgty;6;vZjgDcsl3~KhvQT(2;v+<%5+d#<
zHvE|*s7S~DX7#niJHSo#xP@>{2T_gC@Sv<vSkjS()|)W<qfZJ(PVFL@#J(OO*?>hO
zFPFP<AY8RrQW`0F4^AmtC7^r(N{`cR>$~k~iO@ul68dZkh>=+N(eMY+>Os&sA9><m
zP@lmlGS%CI>|<dz%z~HS!)6-)WP(6qRDE@<>etJ%0K*I9H?-vM)x>2)PUf6vwtQ$W
z5Q@}lX%b+RcjaohFcK*Z4#&toO|*+bdps#c2>KcZWLMcPhMy$twyc`c%(n(_MQAA`
zMRMos<DV+Vp@w2Oy84t$kO>fs;wyhNs%mDkC?d0_m#X<~JpSfyG_vsjD3JZ9PCiC3
zdP_WQb5S@59=)~#J#*%Y7_Rasl!gYeS|Y3Nh9l$&#iLA?Ddyr?ThICwa`YUU4bXQ@
zC)$K69g02)i}aeAjJ4$SjRa9Al@DC61`qgRu<{SVt&Xu~lv`p7omYQgV|_`H{=<r)
z!P7L7LHhX$R2;rKuNOk*r@yxcvZ5>5DH=5=xi3w=)z=SYIIBv23{+76a_fKBjsDtM
z=P(8|QoE=P+2uD$g>u!|HbhF&pxNaD(V!QJ+5yx@27&#}Z@%@s#`imkj=;j}8&Kh~
zz?qB?cPQk3(cd9wXK=$cVAe7e6dH|5+*hKR1=Y+1#jH2q5{;LwWPlQJoxZWG4|HLY
zIMO<U6f2p=rQwyobuaW4`ja=E6y<w4Fsv1`hvdl=ZmhqrY~)rAc>c|Wjp)&|-WLHM
zpys~@03Y22l6Kw@+>H0HTB<kx5s}F*sNoz6LgedGb(AgYsgjYU9iSte7OcCCY|S8H
zpGa0*G1Rlh$V7tlFj+%fWpq1ww2{}DKeS;4Y;N^^Mr0-!rIIo>I-BX(V}lHl*FTd=
zpUP%2J~>i9h9$H&kfc$tIABvg{MNy&l|}fIiLJF{K*>i=&A|96++0QQS0-%B=W0mz
z@u@$Zb2=~DgD(H8N=HAo@lV5WUtdk|E>r6-Y~vrdQTxf7QG?DiQ}Bs-O&pC)Fgh7a
zw~AZAF2k8Ee@io;RPkA0sNwCre!ddM5x7cf!5KG*H40sNU4#v(d3E7K!OC3ncw$Ln
z*|>)ZrzB)q)%<CQ-i~C3n%06Aoct0cWRe`w#6FcHfi*1$Q)AaI1b2>)cBLm5im{%n
z8QK}KYnWklNcFh)2#@q-AQ@{qg+?BYCvD4bjr?ft3L|iYs&$cLT&D4A)Ozv)T`9Qc
z1rH6vt#N(qRx`JA$HyB(I`uAngEv>^4Guf90GbB)EqMw<M)@ntxvHD`jg5-}0cRE<
zaQ=?X%9?Lp>Sc2KIp$OXi;hO8uIzeE1$)7BmJDF3X!c+#o#vhc_4|%xps&)5>a<ny
z#j96bR8)>lT;|i6qsDXRJIC-R2l<6Zfu#WM2Kqty?E}75_VW=rdjJpp|ApFFROdF2
zw?zm&c1q8hL?OTgMykg|InYN(O-H9$Z`MANoyL2#nY6Zs*XlK{bLTmv<Z)@QRM_;#
zFh;+nsG>Z8>J+k$2)O-E-3s*{XZm5Sf{@ncwKmG!;Qi@Lg-N<SinMn}VNRNflH}|C
zT8Fprg@(nF_c%0c9-)_t%4zZL`wql@*q37Abc4FZc20M`(aB=5Wwl%GORL9H*45o%
z=IxCeK!P{WoUTQRk7nYO=&WV4tIDZR9>(>CJ1UZm?pSt*0$-&8UBkejUl=}X-O|y>
z`{ush=SDBOi@TA1fLyrA;s_3{SzAks3jhxi^cMx!Pyp{<U&d{KhOaM(N>$5m`>0Bl
zR3=f09DilUxew^a_^~Wz%7yF>WbGaPKJ6;={TY!DUeo_tC5A{o`o%O=>vb_i3WJxz
z--BA`gI)d0gZh_=oSJ+c?8S!{>z$0!&{;irv()Do_BLbPTuEXC1FjgKM;N-RznOng
z8^&eHsE~Y{A!~$B)hry6?`odHW+C>*<s*^dYY#);tMU`FSjVo<Sk%LJN7`}<NrXT_
zAiW(ea(1LyLj-(j(au)W1Yo&#KTC)rXI|V^Z?(S(baxG6e>53tW#NRvk#zw2il%zB
z)Bp^Ou-I>UqZHszt6rJKc<yT4*YN>`nYnruCH*$ZULXNlsI-O`kf%`_YH{(OKtE(}
zaxAOH;wIT2mA6g?v%?Q{uNIiUz++Q>UfA~iVIui|L42402JzWxnyhsk*2AO;X4%Rc
zfXP7g;oBS59|a7LY8+w5IIKHQp~0(t0d%D{t`A(Df9Wvy-*k&h<^K5nNzv5ykrbrL
zemZyZ`XucXiJIDJ$lYnH-zg5LJFT*+qyY$1%*ciFM(F8WiIxp!Asvn61U9Oy??ay+
zKRQ-Z?a?3~kHX!-xlQ{ZpHl{n@*T#~?~#R#G<MywydNDx&(_wG?)7wPg<0EU@5Zoi
zlJEL=m_#5F-h>$^P62clMu~~^nAK(HJ+A(s4wZ&dp+DQ&ii3ud)s!OvH8D{)o&$9v
ztZ*?hyDie2*{tCx*<8QhA!V!0C4UHQeQkf}fnn)6Ly3=Yj(J&MBG~36Z96mCGIPrH
z;E&~C&gRjK_NWFsnmjiR{uz%ngQU%L$Ydc;H!I-Q`WEc9TzDI#9lZapBCRQK>P?fl
zdS<Dd2Uv*iP_!SUUISHsXMg@4Tg!PFn3CgDhxQaG;Q{Q+bIZ`{cD@+fVJFcg_clnX
zuxL&Qq98+H2eh`6M(ON&1BEI>LpTa)?&U7Ndh2$-Ubh2}t*?CV1_V_!4@F>{weEvZ
zn9mIEQ}5fq5=38I0SDrFx+4-xdv_wDa(DCCajdAbd)Vb!1E@!)Flr>@bhzN9w%sWX
z&^(;(b!R*=+2XkR2A(Lsb%7n`;6eY&X>+Ifv@ba_EPge6H5O#meFQo;Wp0d>+e=@(
zzz_+gvfS-i1)4yK*ox9t>PlP7-(AhWLVl=_34C)ZrCa3Oa0UY<&iWQARJ@rm|K2`!
zHqEJ%Oc{#eiv`8(VGzN60}TW_2(S)gPB{QdENGZ8b#J@P13HrBI@VKgHg*&Xtd7@H
zG-`G&T=A};TjCI4Ry6l{@6Ze`uhvXBk6WRCp2rnNb>J^|7WqdN`a}VsZ{6jrG+^d1
zryQ1mvxW>j=>T*l2bgpXHs_`}^qCqjjGU;}-Bwyc#_|<3z*Ll!z1<?U2UDYvnE6I1
zNbYQ(V4O;d<Hg=Wb!*ED5|UWN@TcQM@)9|2nij4Yw7%L!ucX9PZ{gnb%%JZ`_M|dW
zP)V(8NBImz?@l5K%jFGkNnP?Wo)Uo6wtK=0cc-quU-124=~CY-h(m6WJkIC%VL+gu
z!YXDTf+1V3J^n?Nf;whiHny9k>4>!7_ieNiA~86|&#VGZSvl}Mk(TM@m5+P7jMRr6
zb?$>&Iw*s9UXl*$wmjJGrR&+gx^|1r-pl|n#%Ts0I$p?*AqNc55O7AL%XLP&U4`;g
zuG8=xpB!eKW4k&3o75BXaCuyAO`!3qv)hYi&LjXWyBKn3^a{KlYHOHUug?0Y@Nkt)
zr%)a=i<{B$1pWRbU93o~ssGg{d=puk$`a^LcriKacBX7v*aW@20y><_EZvT>KnY}+
zp?t~yx5sJIA;sAldR;)74}Dlpgs@0CVXawQ@WGh)*rcrAx%c4YhEY>dsWuyp0{A&m
z{7@A-yv4l!e{=P_IN0S!uHN;?)lYzyWM#vx3Yk0SjZujGtqbOJ)N3$%2c-^Cis%$D
zqvE(S5H>z>l&d^GUd?`E)UeZFD1uzXj?J^SBSL`zHO8ZAR{2+L0~mL8nDqSOuMIRV
zoAT8e1MV64HXbeJi@;!n*72y<eWxzOzQa(5uM8MnrrMi%wfLv-7-;e~9?*7Nc;@AN
z5#zhVH(O(^bGqDN4s;P;9BAFf0i)D-EP0bo^t|~k;%N(7%=DA3mopiCtzMJ69DRIu
z?$%T>3l)YNNc41de=@j$k!lUuaA06L%0X$N_4>-mEq?^ve7}gRB8>!@36q$}Jy$6t
zoW+%45ajwpnfoa~s-PadYgP`XDlWf>5;z1r$1q}LB@KB*OoG@9NwAVuMI|Z;8Ijsz
zyJ1U;GORpP*AY+@Y;cVe))Pq-C#eY}S;*gW=SE(b9l2$@Q4S>=HuZy;yz*c*?)s(D
zm1z~;N>Z+&d`;1>fxiNc;-@p(McK#V@c6l@Zlt*!$FXz20A^y&ooad1tR1vuW@|e5
z;vKi66@>e+fLjiT@(U0St*Ydva6$`Ab7Q0bXdEisr8u1F=;UF&Cj~idkL}0t@!gNC
zX7pOLD*5|&xAFUX%NBck%c_0$F3YD%kM821`m>0|h>meTCkk{7-#&H>mp^n2O9LIl
ztB)PSnLYio5A?mGw5j6bjWKW#i=+7pv+byRUNd9mGh&U%fcbFWit(*9qMxmB+1Tf~
znys}S&6Szd??mGR##|E=F+x<-_M63xh@0lyJ!J<K=_zVo7BjLqS-QZjHKSWrP#vwC
z1eK7#(wU4F-BR1Ysvs+I-G45YK+S*}GHnhK)70<O4g1+`ObG4n%Oek!pnKkC58dYC
zAWm?9zlLapkI)=!Ruo(gBd1QV5!_A~5J4YJ(<lsEB$QffK`c3w_>(g^8n=biH&r23
zZrds@GjZ^lq7>8a8>Gr%ar=|u_TZ4!#0#X@9W3M0`BRLZr~aeYj>rX%zwaVv7C?Tw
zO{+^!rXQfr--sUc9HhH17P(`<r;r!b8DG>-D)00?50kLSp+Hi(7u|xlbs(qIG6=~M
zsRP3s`%N-qT<Hi(O86V(^nBCWofq$NU^}aOQ-g%-UPFw;V!q0!z{ELyeTw<pIf230
zkXv$|LbdDKczS%(T(Uq;jz72U1BR@22S};TOi{B#{(BG7IUi3V?Lg6VsGRs-^t<;9
zYZ!?)`tN+R-bP1|(@g|DpJD!SB%8BErQI#G?Yuz#5ZW_@IQw~{|M(B44i5gp@z2I(
z(DQ=fxu_Fz9HppgGkcwpDOpox<JaUEUkgx$V@bx69P|)(+(&5YD&(*5Zj-_-#qH=9
zd|t8yk_8wj+y#cjp!$S%g8ORU#CDK<YcZZ@#fi!8NE|*?+Gm_3eG;Q#9E}`5%c69s
zr)AED%BmLNDi>1FrH=cx_oiL?b>{sTv7((Y&RP1V3pC>wjH&b5tyuV$_L7cwhFJSf
zIz<zxUUV<OQbZY7zll>I!s!xg*>CB@?}1?<gWKjF@HWtZ_>eWehWOOO-@p1>Kmgx=
zA`=gxIm=I_+;<~YA0w>1>Oe=)j9-A<oHdX+`)Rb{3TXys?CNNrSZ7tfUM@~dZ3fIS
zZS+DGlU7|f1tD?b8F<iOSuhooRX1AMOnyDlc0wY%gd6e3C=czK{-7&;fQt*A&Zw#6
zy1`~AW@jE~JoZq7f8WmN^ETOhliX}ken!DB2UqE>^Ik~DlOhwcTb@`c=_X<35hE~7
z`w&dym^IS-8OVLF8R+>SQ$74WaQ@e?(0P9U3n7Txh*1>w#W2*|FNZA}j8X?`#<#?@
z*0oX74r3EP8~k5|opn@H-TU?xMM{)b5Ky{7x<qgonxTgdX@-=R5K!q71{fNpnW4Ku
z>6UImDJf~B<vk!i-^X9QYw3S3;hY_3@B6y0&y8=Oq5+g|GdW9Sm372L7hvss_>>vA
zJ+Myam#?n{x%K*MqJ?}W*wte$zg>X}kMvS3h!(9vkx0rK5301Z+(}}5gsPHXj3!8U
zQ|3<KF4NPkpo+Xv(h5f#!Bk?-&gk<?_VsJR>}Mmf;v^RUu9v3uDH)tuxr6vn>wVd=
z1&oR~iu4Ht>or{#BC$@YOz4ikF~~f}Ol?~l<7qj5daLp7SO1Jy&ZQk()8T{ss>_NK
z{;fjA1<HTBYnuQ^@1^hHk5$uf3-oFOC;-vZDUKcq+Jq56Yb-fO7$0V=k+WZiz^R{3
ztMWt>k1G%PvBAulpt1zDn%9LtNxUP`=)w{)pR9C?Q7*c74Y_S>DXtUf!TZz{<uDk7
zp^$_lqoZdMLc`+xLVl1bxu%McQn{R&CqG73&6yW=zAB8wk4fuClgM8s*>xNw5HfX8
z)A~Tui;li(%a00|S#lv^h}+oP!nFdYDBot%A6a1I`+mk3;UGIsFg2Gg^(G$OT~@kp
zi{n)+fzr2+?Hk1UaB=<{1;!h05lKA`R*v63m|aa)pmO;Cc>`a06FeOF@yv2>M#Xz*
z@hMPm%#Ej1lx$Aj+oF5$lc`HZC+<4^7qW^Lm2T-w-D@H#@_A&pZtbgS3yE7MJkC6i
zL5c1UK&Yvr9l~FXv6`GHndlSWYYa$y%}f+cpp<@+lLwEGaU%3bOK7QEh0^DCtT(i=
z*3!@Sm(h<{U@|H4jy;e1g4z0BrC?aOvfyLE&S2=y`||;b4afM1=|;O!H@3)6)||<&
z5-B_U7MU)094?^BArg7Ee;t^`3pXwfJ9vg)S)=}#w`F42@s^&Pc@%X<r##WfkBFkR
zjtqgCT8(_NmdS4(Q-Q0&5436X>RL|O2!}hq#5^{AI0EqzUKL$3pfw8EI?|7)S6eqJ
zO^wV<0MW4)dxI5ioOf+>a*_z<_MY<@%V>#pnMapb>Dtmrcb<NvAL3OsB1I6WTLzpe
zE+zUt*olrBHJu|OsPLY9<1oxs@r2Y@){l42f{XNlOUX1zMN8G7?l*&{^WXYN{Yz-D
z9eok`E4LbRJtoF=bBs+A8(f7i9`cXh*)R<czry9;ve3UKaY6(&DE+Ifu`3<a#=lRq
z;2G~^!3Q`S(m8m7fIh6$w*wM93Wgghx5lNYX`3M5u*jA2`=Ss!V60|_)D#Cbk!-b9
zcQJB7q=p)#bs-YBNIm(diXOF1rzSDeVRX^#<TH4=yI8O?sgdynRunyZOH4L~&fGIl
zkG=2V1j+ZfI{k#U!MF(0tu%b+8#$b%F6+Zd<3}=pGF3QGw}^A+6XxS<R|VJKmt%Xt
zeg0>dF8x1E7gF^il`2<gl8VsbX`@@gh&YOy6M|xw885H%!RyW#DHi=^xD<oDZNiax
z|4prAyh};6e-+5|BRX$MFq2d=kHZiap=NDEb{4P9WX3O@eYtcYSO7huNHW8KOjv}6
zC9DZoBC$vbGkqFNcn)X(@<_FPIfK*eZ9U>m%&X75f{$oko9<XyljxQ>kG{5zI(Mg%
zA|oFq+||C6y?lef;PI}Y<<Hc>m^>1_EWu*F4Sam??=rXVGjN;-hzyf=MFzLn3^YH|
za{4j!jU=@c5?+?uqCHtcSFR8_=rew!LdhmmPvR4!2m7n+INZd6nBKVj=qFWBnOP>Y
z1v4wPbTcdd@a0<vHyo=TYI0H4Z6|@seWQKIz^Uq~hbeBT&Z&S2%>JafG1(jjd6hky
zPX71U!MD+^sjfp0QnRh7FlA|KbSDO#AWX(;?rRF`cp0d?iD=a(Y}y}W%6?}Lo0=cH
z>7rG!?Jz44LDMt1f6Tjr+<Ij*OeRC^uq>{f{Vvu$4#af4dr{H<XPZnyta|jn`L`h%
z6ZphW&)YmQ!Dcy62}@akhEw;IInB60Tv?w@Ta`Wf<ecGLK)svmShf0jU;#s2%^Man
z^<0)J$%aWpCXg9R2VX^23khkm9`arHZ}qG4d|wL^ZhxYX*`3*Tpb{gH6?jsst?p6L
zQUM*X4jMn@a|n1$Rj_$RW2l~+aN4O7n2U(?5a(;^vN+XKRjFM&QO1?)W<`H5d7vEj
zTvPXLxVyG?$@{0=2XKADwRdP#_YQpQzC*);3b5=F+nzYk96wUa227NzGJy}o&=N!(
zVt4j061YB>WBczS>*bN`O2N1pjM@BxVeq3_Q07QPhd~#^ZtD}r$okkq+Eg_p)y5};
zOUO6@{rgA~BY@b(8?O<Wp4BrFSBB-tvD8J+eURWe8EQ#J01IG4lGs<*1(NEHU^nKT
zG0haO3Yp4467J;?ZYmVh!R+&nR*ad&z$<w_8sH!WI36qkXPC|p%j>9&>1%t905Y11
zBwO*dUN7SDD+C)~Z=z?LPY!kR)-bohG>eIo@e?^Z!wf=x97Z$&XDqfD0g;Ra@X`k}
z@FVIn#{2<kZFwuRD$`fWD5STHD-jx|W#~k!U){htfcm=TGkW7v%4q`rvGx96bNuz#
zKjsY!8c@1y`vC_L)5F2If{9gvRNCQXX~;3O`&*V(YmkWS_0)R#%p>hpH40=|BV1A!
z1h5nyXIJ`m#~2sTzs(%XDzk}Va-6V@m9!;r(ardwo-E0WdWrgxyJ$6`)f~H?uPoH)
zAu1~Gaj>h~0JSVFXNnXR%<qzIJ(@o}H?_gRvH*>E(np<|FtRUr<Ut}GV#;lrIco0E
zdB(ahs*u49I&#a{zCLx4N$lj!#Q*SZx%+f5fh$Xr+(j>BS86q)_36*#ZvGz*RF&++
zE)^X%V;NjaQ!J(8i7q7+onOIrxhvk;WIqJonrz@+e?o?Sk;5vM-w0YLyzs0)GWfj<
z5c&l^7S*CoxO;isHu|l1JXQ|GOq6PZivn`2zWmW?`=BI_DvYF)R+B5XFvk$t>4B5?
zD$gewPsT|vGnoEfu9-|lYK8TulIXQ(%!>=ZI5h_HG$u%p`1y`i`o(<tla*PSc(DeZ
zyr`v8$+*bTQ7jJ?sD(C58Iq|SzrE2?%@S;5FFApdFH^Dr)AhXK(dvF@4Y@vxupGhX
zM;50oYS`MV2(n{^;Mhm;-J8?4MCid3yZRnd@8sT(y%#dxzJRj1wS^DS^c>>Z5?}dt
z%M>oK3J*AW$f-#q=-|*t8I>|L^qSjF@4k4D_wOC?VzWy-UIV<w*E(>nc5$lz7>>B`
zQ$OA9xk3HP>Zf>KlDe}m@_u430?M;PYNpo4i(b)dZbewYMf`bZ58h|gt1ND#vGCm_
zfyh=qGj>Wd3yr*(#4YZ2(?evTjG*VP6;!n*`tUkS)G}FQ_9N923tu+tAeza?KOUz8
zbQc0tsNb0!Sf;oIevB7W7JUy{Lx~iX#pI04OgW{)ax<x(qfd3;kqO~V)}*&uDF3Kn
zZBP8*)t5JWP0hGn1Z@E&zM4cILGoXOko`d*@Ul$Pg~k*sEdH}Oiu7t!e=moN)A7|N
z@MrLWoZOw?Uuww*__totvYAAI9<&wlzF`^7u=uq6A*&cnKqJCJW2p&}N>Cb0>^JFK
zppeU*l+#%MUY41|$p#yw-%El)^O=cXsYrF1q?J4vydDBGawby-@+K!M-wtx;4W!8M
zL+7Bd+Sc&kJZi&Qsf~fM=p_`hmJ~{ochYRXg~Y1(tTs8GQ~ywZvcoTl_cj4)hcCan
zAk&#zcpOCiASkdOn}_|rbB6x3(2cL6=&tvz(1CH&X1<L7VG;%f{uA!JIx_<o(5nZf
z6(0!n|H_Ke3c?s+bo|IoH%JQ?Ej&G+gnucj=3_Nv8RXD7j4c_FB~GGgb(WW9bgG8o
z&rbCSL|5i)Lm-YLIfC7``89Hxr8&`oTpEhV^yooZ#Eg0@A+Hq=aHWX^g9H}|(!i-j
z3~Y=_;cxP&api7U>uQUrFxeN`%vBV-ydmb&ahDZUY4mj}#1xetT!_Jib7=@-t2`*|
z*3T`Fn3e}jGfUv5{DFSUpLf0a#fUm)$c5LytH2|Qg<J*3bYF)3u})nrQQ-5Ym~snb
z7u813<K{YIW;!T`9QsOP<*+l$L&{=a%F9gYEj&uVQXa&BZu*8SzERDVb*vl{7V1mq
znNK))pXohP6*9I8zMh_%pw_TVM2C{4`y|{(%MdQzWA$Ck@k6mDcc-Vx(##uQ>GSRu
zFr|AFpMorc{9CH}_nfERe4>j4>cMP=UeDWdH37vx&BB<4*b4uEaL81FGLv0PLwS>!
zGUH)g@Sb|;txv3@p<(_G5Fp~OHgs5L0Ia$WmZmTFeDD1G1FbhLT?a_nf6dT~4|G)S
z>;5FyvB22reBgQ?k)~AIBwf}y3da*>`_!8|SWp5Mitl7aO2#$GVi%YsPFMFfQ<{3z
zE2tr(Ce@sS);<}9rQ)lQ1lF~n?(-%u-Q^yHRR(znb#QiS@s_9zaMJ9M;(T6Q`y|>c
zzA=MW1X;16Sn<guJ3%jcGw)_0k~B^^xFtJLQOEtb-l{_1UOV)b1ESlns!mM*&a03&
zQ>lwa6u&o+i;LMMXzUOm#{G{fA#ICXF{H?0#D7!Q!CdGEx&5I}<C${;>(;7O2;l4;
z@Rw6a<~pviY8(J30?vN#<M?U-b~0X7?C^O8WveF~9fK?M{Xsh}<#cwC_V17hxZkQQ
zi{AOi{@tGUjU`^4O@50&NT>01wQ0)k#J19wqK*eHJMzV8*BE9v5sAw^tLNSv_D&r-
zHp(%fR&1==8m?iW<J8CB;Lz#XsIAtLUCebERrvbWd**!d^oV7uk|W;b0x<KGHeQ}p
zTkThDZHhs;<$Qjl_s&mI&oMa~fb<npzQ)I|X9nO<6q9(UcMmAMJdKij5lg}OdH
zKH_-jLjHZL`Bswa#&$D+xRf5Z8ng9U9FgFttNJ>yVz)V2zxjPEIXyq*BBD+$-?D_s
zQn~2`KwiLmQ#$NV9EQL4G<7nBlM57$Nz5M2CsnfmhUs1)(4Syy0+eGPUVuK@-aX*+
z=-X)v)<Qrx8yS0X9sp)nkM?9m;c!Pl`8qywo-O*pk<uSd&S|j_I0#?>#}y0CF3O++
zKjXf&Q+UMXrQ9~5Hs`xzx{7?1;*g@2&dOOBz}zERBql57*EFP(wo*pJlV%h&yPi%4
zTqEyEX|+Y$4H8ehq8RFYB#|oV#Du`ra#<Ao%zgv5!_*RA=cikTAeZ%eUM&?5Sm0`<
zJ86Wicu#a4Cs1ixcMq<+jCKaNc=bw~l1_Y%P&x=~4ukTJTW2RwKqyo#A|rlf!pa#2
zUX`DOP*fSU`a4aM_BWcJF~+4jDHQ_33^2@>!sKfuZ|C9B(J!ZoE8+9<BF^$K*e3lg
z&}QA%pvP3jk5vGAr&uUBRB@z0E^0fjWlp)fnLSf~{(7wZhN08J#evBoY3ZEjLl!-+
z*<J(?L+DI#*&K}wd^)8xv3Ki><7UX(nB5PcSPk&0aIF|j=~)@by<Zxa`dpUT)e9zz
z><r3JNiLC`FHHe5CZHVBP?J&@UIc+4A*MhO;AElEoL~UJ$e023TEl&m(e52;p(4A3
zHf-{jU+)<J)E|w4d%q<aej`WUFwTF|lE_$8p?V(OcG<$=9za=Dio)$hpjG4HR1|=V
zU}mv$vfUX{tTg+zJd8{}CAs)dd>;Mp;huiYqsCwReqj$PAHEQayDPyhpY-D85V~2z
z2|oV5aFIu?OTuFwZagxE)3Y_2L)vPlDYl?^^LTAl_e4$_It_Urxx0KLci0xAi#Fqh
z$?yeXruBoavPPvx-XS3mtet~?eA?<<#Cqb!ud6XBs|C6DnAvt=OofsFqRJT7CckRc
z@#v!rtwfjZh!cb!53y!CYU@lLF9uq`Q^@&lqpfD|NA6=N*C=8i&bh{QSHX<x!;qh;
zT{|QD!&DhVEW7%oQr&HaF9W_kofR>3;VW=jg0Xke3KE+lP40kvx%x-G6#p#h3VOR4
zlft1}cCijCSl58%H3Y;bQfj2Z;BJKX@vyfU;lPCX!(6s&#XvIO=MnjT&kD6(WregH
z0RGYJ^l{Z%jd>DZcqhcM_a}wNh0aIbPAZtT7dq4i>;8HHc?HKZe#XB*w*n}h_{IyX
zzDDD(F#r$j?X*9;S#M4ja`bC2)*L{oOw?+`vJ?u?y%)*Ln|?KN_q+mWBn6PyY-_gB
zj?5%(U7lP@OaUgY$2njAr2-iIJ5sazz0h;x=m=q|=lw;Hj_$~VvBpq*F*Eku6wrp<
z4_0@^Y75qZJb*FX1r1Bg*M55G{AK!YRgeX|x9+&RdT-;4&VJ&o$TP5c3a1x9xzb&y
zVzU}m({*Xp1LOk$S$bCJ>fLDmxer3rcA;f|Bm@!_z#p!1bCLL1>dTN!Lj?Pb{dew*
zB?j=Kh-1A)6zgfVf#BofY~zLe^%mox`XB`ckTET5JT)DCv)<oUL1WJMkK<7w!RzF!
z&XcnM57|=bs6?sjQ_Bd~`3xZBgV%V{lyn9P=>yk#twXSMGoQb6eQSC!Qk@>8TTV8R
z@FseTZaA408Yx3%FVC&P78b0QwaUA&69aRO$M7bMH8SqlYrGBAJp@fdQ!KeOu1yJ5
z!(dZIE!z<}V~0`dW-X@6eV$qpf`+>Gk!J6=_yQ@?>2Wy%umlKq1h8QR)eLiW#Lyn0
zA4<B%4(}2NY83#OQNybd*Ym~TNE+F4CP(3afJP)lw15uv6JX1*bsrz?&$2Qt@lT0q
zwyD+Q+>1HiGry|_9l7|zox4uCPL;Een6}ukg{A-(@(x^Og6_SIFXaHT1;{E&h4+gt
z=+?Uv;sbE1;Z*Sl)b6|abl`=W4dU5zE5cs(qZePsjSDD+7Cr)TEoFpA($U7C!Rcxw
zpwO<zQC0q0nhFyv;Jmaw`7r$93Keqhp2h0xOJ5{#daWuO762EG-g!s>kh>ye2&?+x
zde4I#9qY0hPO9;w)JC#T;MFwYc}g`9-Fjf_zISiTJNJW_+s~8bJ<{EKd93X0r!$!b
z-K<9dBkc_MYop{V8s)j#SZdoi-xy|^bI=ONOt0D>zIV|(0HB_FfWAHWFdgd>|FH$W
z0QCTYEC4>VY*pCU2!NwP8bsWHMdA#*0M`&I_Vv)J{UHFQ03_mOyI(&xIq(Pk&Rv^K
zV^h{Eg)Rb7fsd6FXlT;_>Y6MqL1XQYP5?iA@@?dR?-X^JL=krGVoKkgrfaw7N`Hhe
zvbU9ZSLD=;&~Mg#eiUx>i#@&lb^nLKfsbM0xI5gqO=w~@K3wezNc=Ab?Xwg}N8BJ$
z);a%7EN3>X5IHeI7dC^mE-)cqVbidwiX6Q}BxRkXcz-QPPOV<W3VjB%%8F+4OKN2X
z-z>>Y-Jyvbne6ZKTY7Ei9x4`HOM-RdIVE115{U_PunH3W5079~A9!HF5M-$7XI?I2
zdS-+bKJ-48eQ}Yb!yGFa-aJK6v&4#nxrJ|)bx_ANiwl$D2n+hp0b}5ULL+tC{aY(K
zx0#n(G3?|QDgj7Y0@UoUIDMk2Qt!ec>byDpBGoEZ*e1Dk<p2}A**pL7El|3r)*auL
z_Q!m9vLRE5CwN^N&!T6qJF}lFN4Xr{_2coF2c2#p38Cc9Y~?VoILjf=^}GVr3R7>2
zMtE*39HpHZxvJgp*-9lXk}Oj`-=dT+^A|HgWBQHTzF6CB60a?r+1lqp--h%u`qF77
zUc;%q^5n2%XrL;OP()kIHX~*s@H(;7-n-<&Y&P4u(yna7yxSZ>_X4a3-q=4H4o#lJ
zAYVhp^0SZUg0U+7WAP3c`BQa`63RPx4tm(W@Jf++J`8?cWZfojOjB*P?K|%nnMjrK
z`mvZ|#`%Sl8qfIB_BSA*&EwO5b!c8-r8c=cEg}yo)e;|@8`3DC`4SW@6RsVQ7?PdD
zmlnK(sc-B>zqC7^@xd%yi8XSF?Y5zpnffik_2=;bpU5QlbJx(^fE#E?(fLl#lDRaf
z!<@CWl`Ols(mv6r(>&wgL1KMW0#UU}x?-XyanP9bE@^UEjtWr5+6^bDa7H(3s8eE<
zL6ycBQLB`SlkY28nr*Ur?M*y&$~f&Z)hM2L+bht_K&%t4-P%k^muS;)&L~GlV#)qc
zYJ@N_>KR`X_pNT5pkT{k0gvydO&llt{&UjpQ<tI-U~jw#*;C(M0_u8K#pT})NR1xx
zw|`#1%TP?mtq5&Y`tW+fAVaIPb3*M&705{KIh6lY!@WWJ6N4%uIH@LsTScWpg26*B
z=X~b|RkCTEyjs?`7<cA&+BNt|0I7ZFN>JHWQ=xH?xx{O2EeSn10UsxlNEExR5*eor
z70B&q$<-asE-sI<rIF`ja(SM7cxI~`!bV{;jNa7X?>iF8K9m<+rdg_%pG3sa<y0A7
zLn0@%g|w;RVkl+8D6ed(v#y^oyD>`bPVKY~ny?i_8HN?56#Grb#uuz`-Kv}uY$CTw
zuv1j}>;4X26log0{nxVt*TO&Hln;TAqlY6AJ(Ua+maCSKW|!|x`)wl|g==YhO>e<r
zOiwb86{2V~^a#YzP~9cDY6I~kWP`XhX|l<haEIFj{X#>ZRgtfw+u~MynG=Z73}KpG
z1T$UlJKJ;{vNm~FpD<nL4bf<|)O^}h(R%v0oM}!j7}{%99PyF9h27MmhN(bc3R-%M
z&S@Wg<gImVVP9-vO);T>_?bb^t#S^1lDhFwXHPfEG?pT^OuC)11Vq5J(vsO%LH8No
zf9@$+aJ9uyoI}DzJtqIbWu4s@FtY!-#b1^ymgfNK#Q}iUAluCg4tklq<432yxZ6{p
z(-E5kwUi*6Nf1gwjj2!!XFQcE1s*rsZAbmPciU(ab{yeLq1B}|>=(T<UCIghgr7AB
z@4T<!f9fCkU{oD~Hl@DcJ91c7ZiwC^<3y?gX-?{a4>l>P8P-rvgq2MjucB#5G>xX&
zOGRn9jM#8?dG7dk`xzUZ=Ts7f$s}qvRVbKk@DhN@<|W87Y?CuPjo1k8<z`tSq;>OD
z$(ZFbt}!$%P@CHB{*FQ6{5N;Bz0Q`0FWc`E&s7EPk}-5dhAA?^&$Np4l}v91O3@0+
z&E7aa&ho^lJ9jrmBUL1hGvfz3@Q>oV&}@=f5)=G1F`rUUMdmw3(@DDWP^08nP9A?m
zkHLG>3W}twP;w5Foh;82d#y*803;Gvz2Y>vObD2wc_%?;=5*8f($Xf?zKS*8ox7t7
zJo_B@SXhjz1YMy+>q)fsd8!IBL+H|n-$~CfWn5?6eY9?1|6u3%SR08+6U2T`&!Z}^
zw@bw>FP>gKNwh-X_(^wxQxl=kl&|~I{bc&r-aQI-msjMP3mVa1X@%F80LTQWSpzJk
zGJM1PqGIDcr4dve)mD)kay`sAGU$oiu^V8SkZyB$20Q1XGYtV8`)+}@^{$>y!h2%=
z(=q#&Uy)1l%noy6KSO#)y0u=0k${sm+3}nSnvU6F8vLh~9W(9NM8R}2DzU>`&0wTu
zF?i%_Mm24FzOfN0RaZ`wQT(GFs(piow|O9T<6`V+<7C#ku2>UgVSsp~ju@XaiquXm
z%Vo4BKPMfv9%8zOU9*sEnI+TPM)o{SaFCS8VLO?gElsRfit#haU4BmE9SI|TAsxmz
z?LP9<w&cMw+K*XoS|N5<^4Dd}YI*KCU^~Bh?#qIt6HL(2mkrS6fdz0$E260)P+=@(
z>^|g{vUp97)G%@9Murf5`6{Wa>nRN@fDoJMQJTofNC;UFZ=FRc^~PsB8pWqH4%g0<
z&gsU^_;PPEvwvR3Q2=Udj*~7dcmE5gV!3aTrtyXa81#|pNB^oxOoIP;b@|-KksN4-
zrP>l0cS|SHt&gsnQgaDaKE4u(cTZ16nj9y_rnvQ~VwKUmZQJ0aVtNXsa!wMgO*}qJ
z-BLGT-QP+ZxwqAgMd?W`a=-d0Tm&d)X@9GO;QeU_bM?GgyW3voJ^!xlEE9wYHmP4#
zAL$A4kI!1EREPXUKXl!UNl>dtP4*L@WRNuF1eV`3;Yv~b!)4y!pV}#fP)u|^L-wu*
zc(UD~@?1&$4`2oyA_A%MP^W6zuzs}(Q?Bd+N!j*{7zYelKT4gs4!#jOvXLBt@V42>
z5@ShYameQ%S-<FdWjgY}i|o!Bpg5a)$;ox$`CR&w;$XJEhc4Qdv>y_7N0raNojHjJ
z5PSGIk0j;Aynmch5`ytj<s9FGb)%2#Xx#H^bG}Tf7vK7?l%lZq!2WYq&cySv9N5c5
zYlLP-6>V=(ukQmDr$<YbTKY<I$9ggZs4zs&A`6*J6g&h<f5%ykDS{>X8CgtlKI6T*
z!^~~8gy`%B2@FJBEniK^_RVZs6HI-t-CNRW-Tez(d?}e|>hx5Kw}8806A4EGPOKiz
zv{EmEi$t|_@T9j>C>?428u)7SNOqZ%@59R$mErIL-RZ~-+rIIPDw=H^*@_hdjpeeX
z!2Y);ow{@<`^OrTXcs#$)|CzTY>n{fA5`CE&{Qq`54$g_GO+){3@ueviEd;9)aYcR
zae!CWI3SDO03z6$=R@R|ML`FYPm*%#G_aV6)Ve!N@>M>Qb_4}G_e`U$#hKmhuB*Mn
zV(d^!of;fH*W)`0JrdTQk2Q0kh_aGFWlLQb)!`8`VdwstMg|qKo0{8;(7@0M8V;0&
z@W!%t)7I>i@UC;VJH6^WwyuYz6Ge60c_y^n$^gfLH21SuI%TXX<0S(2w5Ds=pHK1L
z^b=j#U4ExLFCqpPJJKI<@RDJ6wfLm*Q@s<PwlB(3A~-do+@NFuC{SUU>PKu%kVpIn
z?Q*P0tzmW(Im=|euEv#$Jh3h&L%BirHLO_@go%I*Z=Mg$LITN@v3^;=#CiWfAV0)E
zQx_ivNy|lWT7rXEeA&FBJ51-~Q@;;8y*(QprPbuq4APeI>asW2CJ-{ICV{j)hXz{N
zhgqmhZlH8xE5Q6WmqOGvzhZlK%VyqGF+1R$%gOy>Fy==rJvm}6lUhH!sSSEWBsJtz
zF}a!ai9%T7I>dchcb`u9uPtW~RjLU76Lq>cL<F)&+9P1S78sy;Pcux6HiVXm>9M*$
zp3-CIP#XGG!lr;wMS~EV7%x~k49c2rX>P(VoukGxqmLqt*()jWoh8<|WiO&2P_*7K
z*a2CB5UVa_omM&oMYm}VPRX;)Z=sRwP7OIVM?cg|vmY^1uu~zUaqm+QJj#&E;xhBl
z+Z&SIqLWFKLA;D=>lR{D5M(koykjW|3k9ol>iwjxh#AWIFxc!q5<0CvjdA2=_0x+x
zoztON0I1m2c309~`j^1>{*{0EeM-21O#QX90#XkKK-%FRpRu^9(Q{o+8doo5O^{*)
zP1Y<cW>Sq_8~ChS4gMI1M>7*T>+Tj}=<K)1VrqS`8R63tn|sm7GW$j(C_l0uSt3T|
z5anW^+fK(e8agNMc8eY&tW^<jR$&9E9!|ZCY6x{RON~qbX2KLQ+;3^!etYbV+3rY~
zTwr*0__KgKWz$_}C6I_pf&6(lwnd-Hw=OeTon#UU?p5g<-{_!)k=7oFS6nuD*DfX^
zo?eCoJ0``yoj;df&;L4WUl$SVx=ZJE<#z1luflI`CYJ4)JZ7R_q19v!vW3)$uskm#
zDEB4ch3)Q>Nu(lbz$ktS)uMu-$s_)t7~njUFNZf4NS|R@rtrlx%yQU?Nse26zLldg
zCf+l+=QCN9B76ScmXELVh};r%e(6Dse~AGItqY-9LB#AhrK#~nqJYS}Yb3!XGCu`j
z##x53fJ~`~PHaw5Q&bmA$&?7vlf6E`tC7J~F@9%YdeP|%@1wOU$gc<Z(;Z90xHoWq
zAK`(t`n4-R*YBAb_)nglUK4!3Ee|>1(#;oQYVF)6Oto+g_6^nA!nJPjLp#ok7B*Id
zCKJM8=(vyQeAY|cC~ciugf}&}$e7c0Zz|8za0-rhOv4^Vl_pe<A66M(HiYv5b1NRK
zk@a(AQR=6LSlUswE&Q_ukFZhw`fC5e4sUz`Rww+)u_QU<r?qKe0v%+|Bmy|i)v!sn
z^HMvE*p_ij8|5_-+SZQLJ-{mF<%=>ny4!0)?4}*uGP-UB_N52ifA`nQ`)@Nc2qe^`
ze#-vp>c|(C9T)*4yO9}A)M%N3AB#GkXXeN+8$=mFiqM?d@A-|Q;$IFunaWq!Mq)B$
zrX~#QbEP6#)*Hqv0yApOFnG1ZELGz})wA(Ug(C<uZ1wW{1GD@NBbaXRHa>UUPE<dY
zUR*K<rI`1WthI84C0CN|az}*^%YjT&evLJAIE-?pw^J!M9dc_1OCH(sTZgjoMgR-g
zriI{*rknFinQ*qzG~0Y4(QXlX-?apFM@6C~OmS&6N}K=RLxRUw|8p;0P*0=u8X50t
zix7>i2+|3fL<y*p1&n4*mC%Lj0Djwy{y@u6acF!FTj_dNSq-YMm$;;|Oy|Qd7Pa)O
z_8o-MES=wUU&Y!mn$eK7#dnoe0wg|UH$8$unURJ{B6XEO$35)$e1f6$gloZ#tvv4f
z6Xss&XW2DiO8ThU!mN2v{5q;hn`uEI7n*T%7@_5oxIq$0g8~BCb_+9jLM~(K8^l~R
zm83}VpNc%xAPzeMGRHgJbl3HjdOC%}u2$XEXHgPx(_B5-rB(to-D974%{t`ZgR*@=
zVVFaoH8PP@P1HSHJ)IraJHx=1^1k%Zr`X4l;Y64nNRKQ(q$9T0b&XeyKj=uA9F^oO
zZjV$IWr{f~$yH4&g?%5UOXDHzmSz&a1`9nuvVk$TIbkH!)ylKd;Etf3u5;5_?ay_Y
z^*qa09y*-u>{;$(+@)H1+@334`^*JeLq8@IPby3Vsxp-k=e3V((XI=8)`am+@@!rQ
zeucn&tqBC2({KPp!{5Bj|M2=~Z!8yPSP!yxabkZ5bC(!9U=jM2WYlWMUG%b{E3TKv
zmj%NDI1DMGNUYdrHB&VS0V`mw>{;wVUH{DI2Qs-p@sSis6I#W?r96W|`e1~{n}ww*
z0moP_WezfBdWvXsq$Dx&S1!J%Wm4B|t4M4`{nl;?%i%0pRnBrP!vHh7!_MbAt4y?G
zofY~{Pk>{Y+(>QB9A^xXbgiXECG@TldWN%6?E+u9^7dnS$9F12RybqgFvmC?o}hwx
zziofQraPeD4BFqx*-K=?<x#D{4X7pA)z@cu?zh#b)i}M_1iGpv1Hm?|_!h9LX;eG&
z|1G^q>3FS;>ZyLNLKcr=<3w%NIVb+SM9SmoQQyZ0P%^)Jfru6ul)NxJ0`xeJ#+t34
zQ|v3F`Qr0Xb@xK9-7lH^(}xz&{qw9$04q1HRy;p4Mv}Z6R;au4rI3W!-d^%(74oS9
z^AhuV(IQ0S`{(njS0`|oMvD91Kmcu2kVHt=xdT8vQn#twKTw?h6(HvX)lU@lHU*e;
zLj_5LAG&tKpz+&%QljUJ&EfOpUgJKyeaVkK51$43*1OoWvJ|pk)YRT7czcX(yb^8P
zAXm5AUxi%uvEZM5>GihN?3ID^jZ~hE`8PaK&cI}NOA?4BkU7&sK%fMBKkk(15M(?U
z2*>l2)pRk4=i+Aqr=p`~cwzQoj3d~}jB>ea?s(Ot`$_Oelqo%nDzajx0JUD}!^)0!
zoKn9WaRbR+QX?RRQffJD9ZE`j#*s_SH6*JkWTLZ#GOdru_D3c<gN)dK<xJ{wFvsgJ
znTcP#lo8YJ_oZc_xG&(u!i2hsgD>CVWTTz({j-Z$;gnQ3S(26j!0@|)LHT09^_ReJ
zh@Xf97}lJCi_*<eU!g;3g4O=3Dp=M?<O}pY5pn>pXoL%|GmQP(1@v2TkDjghaFM)k
z!Cd$kDX@w(s(>*-;_%thES@X965}EefEf21=clFa_AL|rKZ08~$;Q!qJFf6rk8$Ag
zFARNi1JheggM<2B{MeUf<r*+O_30Y`t{68U4z#R@I7N9>hJ*Je{B5+<JLTyV1b$%(
z;=~y?Z3mnK4FmyR6d<!XPgNK^iO4M|_)=u};G#?857+eH73MC0y$AFv$vU%y9!XLI
znx8QO3aAv1(r%o%SmoWtpd1(3ZSPC=Si@-Iwc-~JpQ^CgzK-F<XXlT7Sy*OQ4#9k2
zd_2FIr=@B*HQItDWumn>XQwz*StztStk#|V-nRF20I6Dg>=*w%?Z)vz5`dBen)2zC
zR-^&IvG#Bqe_RoZE+(mm++HsUMLH+MEV_=6g!GKNJr#7*jkH<uFrDb<E*7vkCP$#*
zV~cWBh)@D;4Rt`#<dJWG6A?=LzS(<8FnSY5m<oL(4~O=Be@U+A@Zy^v8Dn<f;ITq@
zYgF!gWUzgvzI$uf^b<9Ec`cXv!?GiZU{iTGxtuft+q&GRDr79^##&CN7a@D&)=<m)
zcPj<YZkRa=lzJBWg-W}b{O{qxEanFZ1%nGps{{i*uA<awUKlQRV;kO}){(`;Knp-(
zE(AFJYxmUEH&Tu^q_}6#mNPoj3ocoJFL!?4{$1Sw3sUQD&2$N$@5!GvUX1<ubWj#^
z?y0&Vt4_l&<arN$TIuJf72kG_V=*yee?C30!%COLWoKt*<e23FCMz(Lw*e=>MR@KT
zMj;c^QtF*&yg(}W(fxosqRVMGicf$z70|~rAkgf0cCTQ%L3o-OcLHeR08sA&=LLXD
zxzK!BF>WL3Pm=Ham1vUZTt|W4WTlOct~%dVaJORh=BDWSVCI=WZp^{V3A{q<BJLBq
zhFGD0$x`rAkmKV6?bY<4vX@{cr2Qn*dDc`Z8rB>Ip%%r<_AQHHwU44~ivu~d(NgKR
zIVk4eNiNcKJ)WWAF_Pb=nq4Z33CZmHRyaNysX51}k>shU@suoIwfm*pyT|zr?r|>;
zJ!;5aJ|(=n8JaLlvzIJq_@x-Y^4QsuZf%%OW_RMAA3fhrFgQDo?D|nFhq2!PC}=<n
zN792fpo>i~GX!XQbAoy}Q@Rnw2J{U(0y_RV|45tOQbq0on5{4}!HzkNObM{v=fkaI
zgC`bKqd=3Ei=JsE2z($|c&!70Z~AuQYzlhWn#9_DRkRdTSn^vv6y(PKwO_z84m5DQ
zg!aV*D{tXk;JS(o&&b<forT?9sQhiYsIuMleliH?mv+gHPcCq8(=T#?Wn(`<?2QE4
zM?9ak^{zkZN)dV0_~;q<pROahw2@Y!qw%`3yBTUvL58FTB3gMzUR^DrU8vPbfTmFq
zox(gd2OI@n^2e>jv6a|&tv9fq*(n=wuzZYK&T4s^K(-QV1|N`h<>}tDZg1RAzEuhu
z-%H|-#t2P)g2UV7LHXP@h;9c-@3FAF@+@aE>e`9a{25>(M$h7lq73a}g<2#aNUM2I
zq_hg<dvs{cNQ8*gbHdyQioc^Z-)PI(k*MS*8JF-wccIY_1z3QGzc37P$LqLbP%Mnn
zhlObacI-O8R^EA?9*B6LZr$D3%@$?{lzR%62-y*!<w1K%&dT)?yZ5%>GOO4)XX<+w
zDWO328|JSR_3)m5z5RoKE*i<dF{Sb9z@Xs1;G6Tqj{a0*9cl-?N))Q%!-p1c;-|E1
zx@y0M-hVNGLLFPa-S{<Y6U*aikd{Ire30Tb$_C!+@%9>Mxd>3^0|83Hcd?kiT?ZMi
z7oA#ME_%Lj9X*^ZV_NM`g?we+2U=XNj9jqdP-Yj+G>_+j-mSz|I?F)#+^p-xXwo9Y
z$?Gba`1(&<7$9*-b*U0hOQr-j?(KMhd0cw>tx+Z~k4F4}$m%CG)JBU8jqS;o*07^+
zv%^)H^uXmv@A`UI4vnwoFaO2%1NuB&+JRoqg$}h76BFm@tJ*h1-es!jvTgr`??XU{
zsogK6#0FD$p&v;=Q_}}t&R$%wm#&L{#}EChJ-J!+ey%*+^h^ls6SZsl_&Q;l=(5Mq
zt7X<!E=2#k7p4KR_gaT-JL-Jk(Yc3<>p2_E*k#X)Lp>pQM)Cd&Qmn?&YQ8%unUa}v
zeEWqJvO{bZv4=KM3#4>E6+y}K#YfTaJWC_$>Em1uL+W<aKkEO?CxrGGkxJ=8mRu#p
z-QFn;0SL7O$MA^2ix4!Rl|~1K3wVB%m`!=|FKnMV(5NaYu;ACX74!Gb*3J7UsDic9
zqMou};Bsof?BUd`0d*SAx!vG}xM{ER^b+bftpU}W%GHRKYj7Og`i9~BW3Zvlb0}}3
zJ6m)+{2!>_%ASDjlArr%nV}R0DdwUKeF5H#Pr&Pl`c-xVx!Al3=NHZ1QCJOZ5?C`M
zzN;#ltWxDIPiF%25lCXdx;UR?A3-zMF2TLtS(!LOH_@0`kZ)8c=%3ck9gce)^D*V_
ztNXzV9HCUqAIIa*URXUzUwCkU<@K#LBbqZj8fX(LOJf5UzJ1n{Cv~Klu20Mx8srAC
z+V-8*Sl{Kw<6A^OYfB9AcAaWG_%Sa!J9XL21gWY(nhYUsw{LrRK=`iSb1h8gfp%6*
ztR0YB#b9CP`Q8lh0_!h%fs?L3Qvt8;wXXp(4AEiaoXbFCtVGV;^kB%;fyT(*`hXj7
z{L_8$tA$cTh*!(>s+q|@(L~BYaLl#al+)ikS42I|djIEO;)R2TkQg7IntBh58nl0o
zSMxfs2!K>WZ1}vv%he3mDR=#Mh{gbb@cUk%GJnkia&^n$QoMhP4zIZxla+0lfT86t
zHnjw!?yxr{QCf^NE+2YLJRZB+g>Yh0HnWPai*h39N0W2giGSh7jFoclO-q!bqb%pq
z^7!6@>Qg6diBBC<Js~&Mj68QpA947)oiB8(Gp}K&>Qi=UWl4FrtvBeS4ke=2H3V{y
z?U^5!NR8nLr7#o|>w=%b^X<;So5->9?PnGR7VI>Y>sXoJ@wcPqPyS@uE?i{)wJ-YR
zIVq6WP_P>_60SU)?Uo9SZ0n5OBP1z=t2<}3w#??TRaD#`T?<SZlX1LO(Go%(Qm@V$
zgK&%V+2MbasnU1;IwY8J*wx4!0)i0=y)Luhy$M<t+(fl$j2<@B1q?N7J_^J_xxa#$
zWO`z$A}sUxd%SSyJ+61@p!8?nEon0GMx~Ti^C7NoVSl%6zxwr3TDaP(-R~x#P2?mc
z@b&fJ9ECFH*xRJMA7UngUq^g@rY$B&St7KBro~{g1(*9|5lHN#OPjJ^!lq?qh{k9D
zqJB7Za=juPy1n$);z_Yc9)bg~?WUi0UMK6Ej8cqsZf|rp!l4IxC7f23n0iYtHYF2W
z46)$V5MTWom;2VAHuVrm-YzwM-OT0|WfhUk0abgf91L+9`mcL)LRqq6Y_aC^!#r?l
zzI_hZP*e@%EVnf$*%;{_#<CCkIS19EBkHl*rdGV&XpC>KGz9HXCm?_BDoBl6XhYy&
zb=(=9BgyoV(Kr1AqLTOSQH0LjHX33vG%{igUYe^*_hqc#2=}VYerfRf)A?Rz)mP;D
zlSSH|l0okTr4=;GXdkYJ%7F5<O-CDhNbA!ylw-M@He!<aF!&}<^l<vKbr~I70=?o%
zPrNQV*hio(t1tB;E^Q>VmJGZ)eOqNlGBB&Ggts~);qUAH-)}`R$c@xtaNMG1i4Kxu
zMa*cR17fA2W3YxlQT~V{jlrAsDH2X@%&aWPZI_~f(5A{odhc5SG%7Ixf6H&5bNQoo
zT5+oJ@O>NE^w|dkzkbuF>I{gc35_apV?Cy>BcXAVZqB7j8@qszMLhibNB{LM+R`nD
z4VLt=#nTWjZnGKa(GsBD&RVL4gr1xpaeha${Dr&o?701(&AME2*8(@m1Up;FZs8MS
zOD^#A-7A*melQVUe*db7^Vfj?{jQ^EOHM<=dtjg&(!+5#he@hEDKxO_iA<3S>Z>|^
zD4mdq6o=481`ysl>2B6iyF3>|TE7zQ2g#;^z>4Yh2Dq*?%Z+OT#^Tg#tO@Vd`+L!^
z6zso7@@g@dw9s4kaeth4J}liBe9A_pGLWSw(KaXX-6%TgKF;!Ef%+98#F?!4BigBa
zGcIZ4g%%FBl7;WSFbEgIY+Egg#fGVtN9e4_>jkHsT;2u+@CvVC{7*mVPu&Jwp!8({
zw6f5e($1*AC`SPB@g@(d*!PoCF$Kc72CglZZfd5eEV)zZV=K}OC@+_jX{*lYN&0w6
zj^gB33(?!2^bX<xKjabh|FwVyb$uCcbF0W4hDm#<q%$*7HQc4Ew{dg};A$!&=#A7e
z0-IPL;eVBwGqKP!@&2{2{Nd)ZCVPROZc-+GwV5N@|M|watP{$3A;HHf1Y=CLPt=0(
z^I^t1LltF4)E;p=L&XT{ieLrNR|hwL3n07a*BP-2JZTDp>n>i7jD!NX0QCIL{{xi2
B60`sS
literal 0
HcmV?d00001
diff --git a/log/zPythonScripteTest/err_n_plots_multi/IterPlot__MultiFO_Vp__fwi_CGREGINNCanonic_iterate_m_allshots_5_5.png b/log/zPythonScripteTest/err_n_plots_multi/IterPlot__MultiFO_Vp__fwi_CGREGINNCanonic_iterate_m_allshots_5_5.png
new file mode 100644
index 0000000000000000000000000000000000000000..fb960f7b720f0fe3db5e43c1ac3d62cb8eea85ae
GIT binary patch
literal 33395
zcmagG1yohv_Q#8&f|5r{L0VDi?h+1N(hbsmknWN?bhm(jbV)ZT-AH$LcN`A!Ht4<o
z`@8@Ddv6RFGB%vO*IsMRx#s-L?=s+{v<TWW{AUOV2xwxWU^xVYhbqALPvnQdm7fer
znFt79IK{vp6db?qCOdq^8HL@ZCb(1$)nP}JlC+h2ikHc@wjxi+j}#BK5=rVx24|^Y
zVI2oC1h6oSy)$J#o5S4v@<q<a-~&h{{PA~4jf;`HhsNv<_rN3%la0|{|DNky@wMLm
zj7|U71P+@4w>?<zI>XvPO$dACL?l75;S^m)4LY&s+8ZUdPb5g&8Tpg@Y~Pbh4c$(d
z*o?@-7k{0bJsErljP<vi*k#_E>_bDC;R?nhSA=%~otiu3u7_UczdA}TE?%FMXj>HE
zwi~IDtiMGS;BW=|03XstqYwc8DS3iLih$s$;vImAfWTkS1vMxS3YnyfS~E<;5qN=M
zEoLJ|IidBi=8&8UL+65Bh0Pzg{e2&r)~K*`kQem+Grz#d2nZx&pU55|AYhu&gMjIS
zvcw}lKtO0s)W?kF6IUydEU(#dt^k8q#=b~KRg{zLYJfZE>L!tDtO#wqF?KW0f-A6j
zj3B7%0w#|@|2dxj^WHCuWmN*6NS|qjKp%}D(NwKR@-v&$_|h{jvBouXV-lL2JyT(u
zHI9V~O^1xR;T^Y#{C|zG2(^W*?gU@1LoJZ%d1vH?#^jEOwGE+!1ndMEygn2d^TF#k
zwJsUK|NpqUeyfERuql@1q>+)iAW97<zWx@u@hVyQVML4{=?VllKo5e>`Z~ZIj1@`#
ze@qs><bSS9d!{KfD$~zS(}~0n<N7YQ!n)zBRZJub>3T!Ri6pN-=#{bCUv`#GYj6%h
ze=1f$@8|oUxA?oXSSf94$P)rYy2fvhpw#Q8V+phGwBx@$xlF`_b{bnDerNE)@^ft$
zL7_3mT=Ub|2*do(CH%i{8EvYt-MFmDvno!$H4#KWnu)Ti4^~v?WlrVw$@&;89EtlK
z6w<nj6`sWztkGEWA-}v=s(XeWxn)!8_5!dBgx`sOm$p0yX$!dUsGDh^zwY#wM+p1|
z(S`Tuw_@XT&C=WR`X)y-kf!@)*ZNl;h95VpkM4{YQ(O8gV_r^<Cv+@Uxj?1nmo|A4
ztEG1R_h9JJ(et+++c_lgIIKHM<ad2fOUrK6-PwCPz|-_on|z?@$InU&vc%6<i-cU2
zXazPk0vw>JrD6{H=Q{%wFeBEh9;v1YX+#)GZvGQhsaumU+V7zc2tm~k0-&h-9_Y>0
zsv3c*6@ol@%q<=Jxx*a>H%`ZW80Y)Nr+F=s*@bahYA1^F*}*8)HqH;(^)9|60?x(c
z_<3Ka<?^|#qTTMcrRze)<<}aj%KZsJ@HPDO9gi#j!8Ho;-RfgHY<V}Yr=;#z?3E3;
zDXx~wcOXq>zxs0LoJ;*HVwo1xxS+we`D{g6WrJ>QH0t)W&K@iv9NaaJ<yP|ME$z;Q
z!>54zaryef=C9g8w@zC;WX^lA$4%8+wsAPxj#g;~lVIjmp9tVatghS3VSJjGgPdge
zvYZFui%15nd$a1N{RLrj$qn`Cx*d4a_L<v5nst@?qjfzOB`u*mhK^xG$zQlB$6p+;
z&rq;FDdpa7N$xDu#&0RbG7qva!)HKc%il<3%!&wlyo+10fWZxFzv%KERefPiIm(W=
z-XYF*8mW+?8o+H7RPR{~@A03FJ5z&KfByCTR<p{zXL5Z`9BeU#-FPr#C*%v85~l9q
zTs=vuw3rqGV_a=_lOmm)T%37hG&t?^X;Y;4(DJ}$%HC!Tj|qm=!xjWBv*hf$*CdC(
zvf7>a@?8k8_wVA*=dS0rqFtC^16GH&;lVGwRcfhys%}YRCvUJ<ub80vdE<AZIj+8I
zjoG|V+|6$4d4n1siv9MO&c%;LL4Tr&3JG{GZck~78|3D^zrk*E=*S$s73t3nL4
z!Roc<gdm>ttA}g@ZR1pC(q>1w0SXqgbj39utKDc|1r3dZhW%F_OVJT-m$rp;2b<aI
z+D>+dShr5aSrip!<Be4A&I5gHDGoaf{`z+GTKsq6$`fkbeCTht@!Jm?TYOPaU!T6&
ztnGTZdi6LJQ+B#iDC%tttE}}JR#~iDc?wiq0_ke~(9HewuV}wA642@P`0|iM<7um&
zGBI~G1}IZ*lK|p;QZ~@oxo6Dnd1p=tAXzP~qm`(}XOB`{J}fgHHwU56^pK@nx*c~m
zQ{Z8r?-f#{m+1N3?9#<Cm)wkJh-BC8*SlW)@P-=S-Xv~AE*#nmDUj}?{sGQ#b{GSy
zH&n~bLQG03uS7T2py{9@srUVGhiTI8WZ7}ZcxqH!$7yhIdit07*%OZhBo3wGNp^U{
z>YhsqT0#K5iwJSZaAXpt8r~a|r0B{c{F}+juAAqEf!8nnMh|3^N_Jku%aT376!0>0
z@9P?N$AKG}5Amr&E!-HN%d2E6m5gqXTkt;`oW?;eL@F;N#!YS_A79Z$blg6C0fRt@
ziCv!FG#j*dxz&c?D++*J&J-GWwlmrTX;dz{#tOLtj8~wM?$^%7New4UQH;Y$u|zza
zZu@l|MmHYjYt(Ftk5Y;slHF~Xw;6K=Yp`~n>h0Yc87@Uj+Nlhe4lyi|>iwSy*~C$j
z6i{PWpp3)*+<s%a<^5)OLEJ%PBO2Gg3pL&>wG(d>Up<?(SucE@-k&^8=&+ME^`s+&
zz%Y^M%WS0u3I@-2VvuTV!-{vs9@XWa2!0zONs%Q@m<-c?pWt-ZCbU^D1eTW}N`5+<
zn6)W_8iPt`{b?-~2nNoD+lcp@$ScWIP717+hNJE!g>Ic0z3H=KI@;G{!^~MSgv(hK
z6v?{GiuOA*%N0c!j2I&>6@n-RLdwR%j%?;buBW1jEK?1yhZOrc9~baX_3NpZ^IGKX
zV}+(=#I&q*^Gaz|uhook{Pd3|7pJiQm3n5_Mf);XJMj&^j)5GRF@39%kPd+eVzWdm
zc9HpqU?etiG^O^A%yTPkv))B?_HW1WgMw>)+NY~UZu|XOyiRf^ZZSgp#kn~XAHaGY
zsDQPUCEchVJ=@|`x|KKO>}&T9^B(oSOEnO(dE00udKKuRtWv!lIzk(?&b5e<?O{`%
zGz#}Ky%0>mRW5QK3N8nxkAO|dkacgOWW9ld3YsGlCJo%&ZgM0~hWEVooW+dQ;D&?b
zE$rQ&55{M4SZuxMrhev5li;)&bH2Sb1h(xiXV~-ohJx!JDK@$inU|Lsyqar*pCKIU
zxLrke|GAI!7F+S)=I_PpeAAUoO+l>DF|~_9bd9dtyP11Ex95|viV8b0v-!jaV6!<L
zGts_xmv7(9#?M5;h^4_?_B#no4y%zEW00xxWPEPpjTDz#*ioa~C`4QdGJn1A(Uc6k
zt()iV*NbyYmu$g?Qg`^9iw&bCIE>SOeM%(11RftfqRA=)k>W_a_E8(n<(KEkITTiT
ziT9=alN^vALT6Wc4xAsBk};-#^phqR2luL|UQ$o%(p8p4=;HN=#vYdm%tXdcNIYCl
z+!&E>Z{ULKkvX5iV7rZHqVOrHcJDd6;jCS@Iqu_gwp(qAR`cM*#F1i;<Ab=mGtl5K
zZ@478)@`{v3CUeX^KC7M9O-;-)E7GE;n7#%z(<kZ=vL>VS!Fg|84fjUIzJq6x6;On
zHHn#axZMb>V|tnt7=!|;-rEVjc0m7m7x(x>bY1|_<PBL*DHCJDu=L=1;wRVh>5e!e
zUQZ}4t%h5BmB;PA$o%AGTO1mS`BeRNBV3zno6AF`afyknyGLTq@tOmPaD*pZ@G~Og
z2qFT4adean=N1swBM;-=zw6}MOcHUnAf@Aj`Ol}`4(H$0n2!4Kxa95C!`ry_-Aj}Q
z`e$qHepp=UPRF6Sjd0qT!aL?uJvP#=A96pUxzDqh#j~X?!ua-n^xgttxYBH$GU<7S
zpg-$v{dyp=27TsSlC4c!r~z@|?Z)!yY1t>n1oq{V3}Tm+b&izBPwx}SteV418_W8e
zuhax$uX~BLJ}&{$<9ckm$8bPZOSZ&jx>6H7QXx^t>sA{|z_wGZhrT&hD2RD|8r&1`
zu}=4;YoK!Om#CCfzeQ~4gyv85zd{5#<XR{`Rr+TAV2E~RlJ!jG&my-o=-Q}3c)X~-
z(L&7-4$%+d&g@IiNA=k_nJJT0$OpY4eWr+wytM4gqT7iGB4+Q`V-USneNb+@@p}!(
zJ!-mi<0aCqz3&pXzK8!;y<qh|_Nf+1Ml)${xSy#UV>rDnVO0C0DPM<NS1Z~J6iW(m
zXv2>p@seN%3|1i#yT|$o{MPQ58vzt3#t^97oF>xXV6$U~FJWS(CoxU1&DGBAuX!1$
zOr<Md`Ymn{Mwj}T%c1NWN<y<52NGZqm<a7x991>%#!x{zQ)@E3Dy+A$am;3~PKQ|v
zJhd8V1chsSd16S3hcLDI%R!{`-pCe+fyhGnX_(0=<)UgI!8vR}<Gd(~Ew<{iZ8dSW
zgmmA6kcSOP=}3ycn6P_1>mFRj(wV{c;x@%;-{+LwR0*m<1YX{g{@yhIUE`3gu;gjJ
zAEZn2jjj(Y)`3DqNpnRMf}pN%A`8i%taRhb*=z5*>wzJ$2yO*}W`ki2g^x!3$rSRr
zVrGq}Rkgj}tl2Ft7;|7~2e#<({?K+c8Jymyrc$rVrH!F|IbwD-p<|R{B{}Tmu<f)m
zShZgZZ(CaWB0^M~r!3<Rv)`FGE;Jc8Bj7lT7rb@sfuU8o9<~*2X3tKjz^<-V>MZB;
zT&V=^>$(kj`Ka2<DI~ygG@A?#mrC1$dbFG@4pS`~egHv8N?E(AXbEr)aWG#BgJ%Di
z$&Z!xWle$i)tlpj_IXp|=fy4i-9SSP-rbxGbZH7KiP-4t>(KS_f=SyR;?#@dR9f?N
zh^FSHUlOrI=2m+MA*aQbu|Wc`xAi4oXBTTfm1>llZ(69VSWUv<SRpwZo2p0(FkbR$
zv8-LxkP-2@%SAlZDXaF~cMes-C-9^ukJg+I2_f>*FE~E^e6W7IKzF=We7Vq4K`s)_
ztaR;#G_O)-C=Wkt8^1c5mfC4!-uBR4#ac{1A1|Pp*HBRSymeBtQz!{$&-w1)y;bC?
z^5pITN`;r)$(5Jq+p>HphVNcZ<d@s>XYps)@xiXrMCM+nr{3-a7ils#ePeCU2y2i6
z4`+v%OvlzeHlS#Zj7-s*2H(Y|pEN8ixeOWpuNc4HQj39SYwbzW2iPF;N(F_5b%$#m
zLnhlkUE~xpl&4kar4>nd4NVjg^i6JSz<9Q{ra}m+K(bvwwX~AZjLA;OzmH5<ii6^a
zuN*_VANEoU26kL567*k-Q^}?s4ii&L+!BQIm_Ri6)x*Lh!5W{+@nwlGhDiNAuQq;=
zCxOQ6v^XF2IfW*0=a!e4m`hDkkZny>@b=U%AMC?ABvRdLE6n1~lr^1d_Z#?Fj|s^V
z*%uEG(KkA$=(MZaN_SW-o?)<miyAis-4%PCu?b;K>RMVliS4aV{d*kZXw}bKqsjs{
zej?Us@-7#JBvGO~JGwmIw_1vp9hN4tNGxicu()38VVhSI2hYRz4v%Jg_tSxDCZ5Z3
zwQQh|PFq=4wWdzce@RCWBhmRt7TE6Qz&-bNb)j>et<I-<4Xd=M!==7hX~|p#+a3zN
z1(I_FDkZ>PVdr7$u~Og!U9f_tW}WS3ZKlL{!(ltp`1RV(-Yi#m=-U+6sv=q*Q~j=R
zZ+NG}c&r6Q`YIJ~-4@>YsAWOH3=g~^%m~<Q0_24??N&{!RT&WPgO|I?$<5aE?WOs3
z&*8FP@^M2z=>*@t%iRVC9;tJPJ03`4G*_A5o8>G}uUfrs%O}1$pC)!yai4o!#dFp<
zz-4DT-P(AzSLhCuR3oD7qG&{9uM~#1zm~lX#b?R+K~h{`K3osWCvtHeGb^T3EjcRl
zC$7)Sq1PU>(BYE-_97^<KPunG)v+}D^~j+&(m6$X&9Rb}ZPz^D01%b6<B%Ap)OacI
zTS=nBPC>rgF)@*|{qYQ`q-H^kU58&Vc_R0P?zx6qSJ>)Y6Lb8>7;gAX{WaVSuxkeU
zUQ7e8?ru#mv)fcWd>_6UjU{ZqIa36DcxcEgPSg3w?e;<psEAl01@-51aWQsonL5_X
zUMrf^QTB#Q6+%OAgs}WtSl@rBsQ1b2D$NgXH+GxS$EUDZqnQ0g>5xJ7t?Ai^>e33L
zWC;=<(%7ehFtS0lf*O3HDQXGc=h|?wmX#T~@3)E}ss)*7H&_V@>xW@@E&hfb{wfq?
zCh^=o8@w8|XI10Zb=L5`NH3oK1{Yx~s}F|o5H_B(ZZiqz^Sz^e{~}6i>Tn!9y7x(k
z%XI-8p-q~srYrob?((@On?|$s7Sl!An#a3QO?J_xh`9>RlOo$9A+L-NF!a5la|x$|
z6;1BHnM3Yg|Ccw6F8_YJ*6)E1d7aNOW#rI%SU9!G%M5gxOJ;5v_Gw9j@op9feDmgC
z2W&uPy+he`F+mNmG5-*joAxAP^XbZbiFNz8(k~}f66)()K^fw$)E78dp?u~OKN^7&
z=P*l`?%t#y@fW8gH^Gyaq3_D#MZl@<XF`gKXdpD=v8sSTL3G}5X!p1xv(my~LK$?U
zfGMo6=eXGHC2KhyC?>`t(o*LxcUlO{+nNHtf^X!zB1BLr(gSI@<a0U6rmCtEp{Om!
zmy?aa%3}`B@hEmXtkbDfKs1G9b#8$AQyy0|bF0#Pvc_(^KZ|QV+d-LZs=}<v73FRV
zKv0%UcE4`zYSO4Js4scA%Y}^v6#t5f72uJ^Yh^k%NP&6!WN#fIXP#n4Sl?Hmvd9jF
zj7wi1w1g(R$nY$$$xAoYY}R~kS=Yvt?FhA4QFn9&B1U?TfimSI3XZj+={%;}ldaKA
z!1QbF)bYzk`&T^P(b9HGdI8lg4P|d}UXf;vsbG^k55C!L)MzRekTkmVQ~~8*wWC;q
zN#Z>3c6EE+`NmucFxS%#KtgP}x|tnnSuhcZLjX1I3`bm5=LkYZJH%_3mb_U<oL=*&
z_k42$#!>P#KZ~OuLc3MC{?SU@g6&aDP9Ak#Q%zgH&U==AJzP1NUSgiH*+g$|iq8s<
zGC(cGzkyYcIj{6BA+}(8Jncvg6UN?G-w7iY4{f(VRwiX{4<!-+-*F-cnCR+=Dk#8s
zCq6A94hHL54&#c3?$zC%=5491rqO80RRR@;pN?b-vw%Ap&*cOcn0fJ{C9z-QA_PkW
zG)R8yZnUp;x}RU%bogtFg+OZfE2EQ-YgLTLlLrX=J?+eixBF(&Ty`2CKFm!W^^MP8
z7*n=2{o>=a8EY2GM?pEJYurdWB`A((DAeny#KGZ$z*?ddN3Wh%p`}{FTZmI%r*F!4
zh?4IEMPK9T8KdbH>7{d{$K2D|I){l`yLB|SzGxTK#-*~RnHyA4vdx*#14Qha_xCl+
zXCVOL6xCc(lR009U>IIq6!``z?E~EBt{|h+vKghjvFk{t!yGh-bKU;QtGS(TyEAbX
z*TmjJAIvs)bue>$GcQ5c)C9SX1xlird{*wOPWAQV+jXg=s`HJ(&7+>I?pdCj*1A}O
zm{{~)WZtB27Sqk!9xnEPwF2C$pZ8p*xW3l0WqtZ=H(#sPc9zhg@$+G($F22vqZgvf
z&A}I}m{FTE{)U_LR0N_NhsM`r;z2Z1NLz|^CR=ZEXAo7?MBBp3LxnZCwPkpTN-)-5
znyTiCxnAk7kXZ^V99Y@bIBBJ%HJp5B-=*DqT#PYN2P^o^`?1*VNz;$_W<|yM?2s#F
zoUMHJfiUh&_oD{K0bVN@U7(%I(_}8o+4+NZkK@8jkLuGdH+Y_E39wUoaO+KtMBzBC
z1N)*w4{^%OK@FMUFtAhJUga@y+ArY80`)^ys=c0~Vqfabh4+)#NvV*b(o!J3f`1Zf
zLx+vMA8yxT&{LC*aQ=m(`x5X<qIm9H+ZCu6U1PcN*iIM~tL415;&6sb_MiwF@A+4;
z5GNy`;#r9BFS;BUwwZIWgc+r}l~{V%`J-F-q3ya1v4wH(O$f#)ra0MaDJn|MH_mp1
z5v-N!c|SRIw_c;0cQo6~FQ%P4fK~2Jp93qn_FM2WnbFOBttPac9}I<tdqID^#{_X|
zlaY<=D4HL<0^Mxj`_Axn%vkmC@^#^zUR1LPOiEA%A+KVu>Y|XtdmCOyotp|bVTX2O
zXavm*9Ni2mL^zbrNR;)8^^Jy%y;eCr%@pyse_~2Ip{YUT^X2JbS9|5k8v9kQ{)c`O
zgS%i<PKoLuX7+)#JjJpVm;_G@%sWQwBSxa}l<=!AaHWKz7L?Y!B&y$!ja73%IZVaf
zqS`lR_UtPhr<>uu1%0xCkG*hMG@a=x6E8MyX&{D_I9P$ZFu4GSoVT2bH_y1?`SGY$
zuTBPjCU4}qDYPA52m5k?XrMvpPYVFdb{A?ty;f6V9wYnk=h|K6>bdbegr!*t{T}g@
zPzZoX<>}RUPmDQ0R=M^COqx;qOr&2=Iv8u<Ilq!IGSd>*Eko4^O-Qz+h!xdJV5%fz
z8EMs>YwaJUp4Cihl|PO)u+`^FpMe&gIu785vNXT??aT`S-VcEo{O)c9KN&zpKIqa6
zz#ORDvyF6=F=QKrKaUrF399YPn~@90r=dNG)PC%`LWlONY;foz3tyll7E_KhE7~SQ
zc_cQ%bd+9$zrvzYLp7Hmm$dF#<4|ASx6GOGsgtQqY&sIGV?Tb#l_mMrD;?%iW~xtw
z!zui}AuPZsFv;&j0h9%^2dKDhy;LZW?(26<v*sY=vRhnoymXe~N^ED*Ybc5h#cUkn
zdxitZMJvG}r2hMspK$wgC{+@jD|KGSrTPy#Bo<+5xiw)Qa7v|UsGswTOLFdy#Jucn
zz;krb#(=&AN$sZ)`hPv(e#LDA4iHZZk-$E8e<S4xN>h#^c<+OiV1icES(@C>9vGY=
z!1cDfx^spA#FEVFk?ZiClR=qNjwVo}y&q4Pp1GrnlP$YP<Wfm{PIK;fPxuir`J{ih
z8Xq^Awfn{7Py93o?o@_9xBq_`f{$03<i!H^T~5ZbM<$Rp*d1^s`NsHU2HNd50#hU9
z8zxH5d9KQn6544D_EJt1>zbi{W-8=tF|e%ku2;R6hv4O?F>~wjub*L$|F(u$06qw%
z{TQ-_@b}4g%L%28P$f6-D=!ELFSdk>LAO!A;AklY#yE}n<SYqVKmVewW|PL3`C+%i
z>vOvG9^31V3i=hHU;2|4C4n@2<tuQZ--)5VX*|p!QM&vtgTtkFnJg4fg}nEH3OQg&
zm}dXWho0Px2aHz$T0>X`zZ-C2ir>!pZp*Dm=UwwILR`a;qs=bsH#G082RnsRH8<Tz
zE@`WPJUQPwJ?J<hURj+#MJ|B7i}#7jL4u2V<e~-%{@|;NOjy@9Dgw}W+obu_S}JPg
ztaZ~;6~$X78rhm<wY|>|5In~)QvPd9whSf0FL?iUrtYQ$Qxg-k=J{31$IG!hK-gDO
zL84idD@pYDIq!GdNh)r)@&(PXbz#vi+wZ(S(U3fPgIq2bxm~-#_y|9*=viT3!>(@x
z$j?G@>Z3zxuCge|N;3N?KSLG-`~AO6;l+<8W;wOf{F!qo;7oU>htP`u=fRR#i{cx9
zmpe_!r}v?F+Rks<z%7rLY^X-GN_bN*BZQQw%c!>4>+%jHj&Ixq@<Ru4KaZmIiH+qc
z%v@v|(B*W6P$el*tq9XbG;mUo7=#xL>W(s~wH|aT(i$V>Nu&nZK$=x4)KB96ARZO(
zKL*js8-aMYMu4H+%>_yA0!Q;J&p*A>E=BMQ=#X6HR&+qtjzEceO35(uHh!a|92!+P
zGYl8fk|jEmk5$;^ZGg|03mOeXz)`GsXsIhuNSYf%g0v>k`h2mEq7&N+S0z_#;qa*b
z&CD9Lz(gh>&l+jxXZrd{umuyGxh?Y~jT&uX3+eDZUI_H}d@gc}DiiiR*FXFNOipIL
z`Zoyt@ln7*(2XatNY$UyiSG<4O{$NN9;*4Z>PqqGWZ^e5KW~od8-kUaC_XLqoYU>|
zM~Rc1rm$%$VQM}n6GG}Gp$VsksKJ8iSbPjO=R#7*kZtIQ@o14zN}!^8<r}D@Q0Q#c
zGp{7iRq|jtvaXGj*Uvg-Fo@SXY+_=0?skRkCzEfj5&jV(6*4#w{`%UVcC{63_}wvo
zq@Rvg&Qy7gE6ecNjqTgYwo>0Ve4EkdTi~7rMO34X6$~88bw+#YIl_^0pEnOjv>u~D
zhNdt1SB_2>f2|3IXIUB8_$x7e4XQ7d{XnWPhKj-APCb42D~4V!nx)1HOJP4@H?|=p
zRk#J|&(jf0Q12WJYGD00V*m9xm4em3t}k^g<U{&yHS$T-t8!F#PdSQi6et}M^>y)^
z5rd}<dfBb;MSoJP(W=~moE`E8i!;t4&t6fMFAX1ENs@ZlnNc@O!;))ruw2<RzKud_
zpQ9S3E-IpiO%#LHmJaSKb|}l8_XFD&97>P(k7fISpY;keGa#I1*5#Jx=j#;5F-%>g
z&2JQW#$RJmbF&7GiesD{l0z;qKQafM{d(MIptw5f9dZTB^wsgl4MEA~clp6vPRePJ
zz=~#>PoAfoiY0p2x&1~Un|S9?>|W!>=*F|!6+q}lK>K6RKUM#|fBZ3>Up77*Bw|I3
ziEED<2(b3!EAvYcP`oUJ))WgLF(Wr)60g0xE*`U$@|b57Ga>=P3~IzEbnS`n?-8rh
z)lZ*@{3D|kzt0w$jF|MSJhD1f7gjTDiDPF9hI2+w->(4}5A4H%V0OQMp#6`_-~9wg
z8vevT;4k<YKu`3#ItlDZPY<J7hMAUB(($p7(rJ3T-mjLjX|8E?$H0vdE<T>H$lR=a
z4u2-o0M8j5k-(Y6@Z&BMSEsNrlk{_2oOPE^;kUQyqrZIm;;NbSK3&kIQ0uH}k4625
zea8NK3#Skh=ph*|Iwdl<mYrSVu-5ald7x1zK!mI#s`q6xyS<_xd-<))Fw5i@$<b~9
znGGc}vz9e-tYV{+y6}FemK78C7tE)%)rU2l!nUZSIv0Oe_=hk+p#~p=bkOg6gd}5k
z*F86M*V=K(=l=dpB-oyP6D!GU1K&X`H@+|`Mm+x0fE51RPLsr?@du(HY15p})K_0Z
znMIi67UV76aU<%ywMFa=4Dhvf-89W`%4jI8Mr+d~da0091oV+{V{G+?Mrm?QUgMkj
z1j=47Nd(Qg8>voC_1Wdxc74-Y?m*`{4%T}fa<KqV$hcvdx{{Ky<Kw9PMz{Q<!ZwL9
z?(?fJECxwbR1T;6<9Zw6jkgYa-yyS{%!A6ZtNfZc1biVtY&_tXlG@rbBUY*YY<C?C
zP)b}nT9?&|Hjl>B<|57M9!di<HkVlmPK(*2j<;IQu<J`2DkX?YiFFHAG0hEZK$_30
z`yHKP?A4V~b}GApz8<{!F1s6igAYpc_L#lBZ1&BcuAoY^f{kQ^a<V5#Qme|HopWgc
zEOD5|!*yxEqxPecYMnh3Nb2k73n{j*+tzgFd>5BMrK7D9?{VW41@Qjg(#cbW>P@R&
z{&O1D2T}90M__>GAtIgGDzAq4qA1_)#l97Pau%(~2woX~4wxd1XZLO$v5PA%==x^u
zI4gy_7U)iCa#kf-H+MG8*vm2|#It#fA`utGR4{@TzeUa&lK(hLqO#|{_?-l{Jq}sF
znXieuJlmZs(i~j$KW(}mzzZSZVvfnHyS5xK)XpTj7Y%4W&l=qEK!cZ=j;?Q(k2YzC
zkqe`lRyXK>Djphoknr&69V3>GSO6zUl<U=@b5AKSM0`HT3zuzxLy_Epvoh))yO=I;
zxog`Kr9byXn30o@!e?^s{2q{bR0z@J!W>*Ds4CeV9R>Po5c2d$uLg}hgV|ad@JPP0
z5lktSSCh#CGFMODLwWjc4B3riCqTO-fnA&`$#(ENGh(@lvW-6C`$r+^sBlH?v~fMH
z0*G_Jfmgb0VJLGrQsh+*84n761?Nx>RFvH88Rb(!B}x%&nci*Tho-EW{G36hjE~o}
zr1)CId#U)wR3c5C+{>l=HTLl<){)=JP$qNdD!|4POQnF83Dvk!Y;pb%>N<dX0lag?
zHG6P6Tm2jzte~YuI)8aGT$tc7RY_&7+;(v?OxIW>R}j4^Kn<jUB<hB|HxMT$UlV++
zx3Bu=y02)bfT;xd94~z4>c|c!CZ>+d_8k#x`Tj^$7^m~q=gFyvj3)_MH73VrMk&b-
zTkn^*s-`R5=C6xEgPsp~xa^IW3m7NNVw~yk_A}dnZ>Hrbr>T%@{nK`fX?q%#gD!uG
zo`8*|AZh&Hw+Kq+7L$f#YCzGR5A?{c+q=7G%jVU2ffhLcpqxfyvMVgMk@wL#bKnU^
zudV?)dpmCdXeJ;%0dGUM1{;<yWvX}&76>Hb3Ynyi1ADSd8!mF>F#gRw6aUFQRjvhn
zyv3aXG|(!W@dO8V1prZrfGz5U4LI+fVki~N92|J_QBn3<s%!@mOR=CjUj<CcTs!Q^
z-zKX!HK<piH#MHsi4bzA>}>$QXF^>*d^=~S{RXj>@h;Dk95y~{YQMDaJn-)4+xHok
zA>?!XY)O^~&|#stt3qoyM5&<E8V@9u%DQ#~cjp8YDS%s;4QKr*w_PxZbKh?CxT>~U
zw+EWIb1wTm1xij%ZKVd=tI`fT6HJyj-FbQVu)o*16}vw5rrN0M?Hl;^wUW@bGP)*c
z7BL;KLMjm;E^OUTTVtdsxlmh5-spU94NYDb33Q%~FFI`4T45qBtc7C+8@r@qLfAv9
z1!_KX?jnj=*5?EoJbcL)$T*c0&5}M?gBh_}A4Fq?w=PVbA>O;qQ^$_iW9(Ow_qcI*
zGIukj4#eEC*7S|$cyY+CsbMby@OX(QXSL^hFWcH4pIQRa3!o85z*5?}fY?rv?qKL<
zyIV}mD76f{w)MdRZvvZA(bPf4O9y4eae(zMBjJ5@1TJgVmcz|kDr;<%xsNucfwn^n
z#<mCC0uK*&ZG66xH*e%m)fi;*qVHxsE0tUvY0hN;2awE|^|0}so_zJQTwQ$=`hrEY
z_lq_IfTsM=w#`(}2rOy)%*8UdiW=9v0Mr<Oh3<0kE1yD&dUrV6Ojh<6fYYxQzF-l%
zALIdAggCeIo0KOXzK2nUM(wQKZT_BFo1<mN4ox=PcX}6B861DKT?w#(K@uY!plA^@
zSlt66q?XO8YS(LwRXEYaZU<8q)}Rd?^+a9OltYZ)r~B<{Xa~gyZ5%m2&kXpY$sfe=
zA`g232IHvP1M(ekwD_pSWU0;eSh5tcUh14C)Oft;Iw6jj?lu}K973%lH{=}3v-XiJ
zuc%0~$vtQv7~G8QEf8!yQRTDe>8*}fBox0yqwaE*lac`dH_tS{xTC)zJH=}FefIpw
ziAMF}u?2XfWLX&lW|2Q5q&@vB=X|KK+6}&R8F`b({OAuf1&F3EbgWSRMWcSFe!?Bk
z?B#qZ0U=9dvNXWzD^e-(g8HGt#NS6b?YOl(fs85*6luck_vd85$y^nunwg|DW@P1U
zsg++QPg3g|@X>B(c7(Kle)90Uh%&JCxFj!urQ))=$l7Y1$FV$7-JyfCwlr6A-x|og
zSnlAmUQw_7bz?qlet{><HnU&`et9M1A-?J#zs6KJNmxaY2ni!}qraCN)kVmJ#c4aG
zLfb=Msx_?=ye0Yo4!eTyHn`+RBf&2ThzkIv7<1qIsHSc_c2oVQAh!b@C&R7Cx1Y!A
zh(WSCIyb-5kZN-Tz|7mTVNFFt%8k?a6(&MoyGeE^)w@o0buFvwkg!a-E3q&UqsFq&
zgImqbS3z`_hS%-;sSX0?dxTYxS*I4MFh#}jQpz4>*R#0k)Hmri{VDXHek#W@1HFvF
zV(l=xrWrV#k6Tr_<GfU-1<#}D_%RtL+@%8#d!?r6h#QoA-SG5O5r3#Og?we$ehStZ
z;TlRGp53Q{ZCninOJ(%KBDG)KKqKFzs61PFz;eCpJeRtT@>*+f>G}aR@i?c*0Lbq|
zRJ&~9kfI`B`~15)XPre-k1ZD|L=LZsql+Qo)PhR52fnsBS((5hGBq%AdposFtl_bo
z0k#D?QUkX)Ph0#?3nkP6Yff=IY5?N?^T8NCj?-SIP!pAFph?A7x0R|mTEXLD-*|xZ
z7M<ArBcSQ&?q(fGsM7^>STsHO>_65K&#zz8?R${x0F8#neDyprd0ZRc_W0@-2n5mh
zhBM9JXatRSJ+hXtdPQJ|<y`scG3O#grsG_2v<z;Jj(dug25jo+^dQzlxu+D(Pd<^2
zV8Q~zp>wWgo5YaofkwA04xc|r@^U0fqz4xmfTr6nA`VU<wP>~^flXVmiIC7^b9iak
z*zMuiZNV+)I9QP4mB++D5jRcQ<wj=rrnd4g@CM<3J%vQLC$jbB-Q;8x+?LV+$`q%=
zOrbJE4~-J1j+?whqFJs`UenH+b;+H%20guyk<rX~$L$tnZOwYXp{A?$Hz!K^()>@j
z3@+oz!;D8BmKV`p&l{~ZF_}#QTa%LV_!(D@h?v;G(+*-@_nD9Tiui`xZU1{5zXd1+
za3J8%y!~O#F*MsL2f`W&Hl}>KUj}!aWJY`D*&Nv(g3?Tkcy||jlK2)|9*=a4yb#u%
z>vR`(5m^D_jLXKzsg4_C&VOnaP2Wb`cXH5led4>cmxLuyx;6Sr;`I=HF8qaXhimz!
z(^M2qc?!lI5c`SLDRQ4KJ_qTT{jKu;M%V!3H?9In$dg+covfSbkFPNvQpaVziA`Qj
z=NuM!M>AYco*B~*fhJG%KhM(}O)lA~VCtr+r-Gc2*ZWjyJqEKsd{$^X*(W{OfC(+7
ze)Pr^Q;pKzLo6Y_GB8Y?(csVrQL<7>pk_Bq@4@fHM=kCLq;;o*q6mL7`z1y?+D^Z*
zlU*P|K{!DDQ|Ua-`FADymmS`b7cnv}mxR=lPs>_~?)WiZgloJ4N}27ycrCP>DWG5#
zCJ0bwsgSV6_he#zS5-Tw!+ZX*;f3Nf6wrtx^!O@JYgN}=)_W>3Z^OF%BAnR<3Wj0_
zokQ|?Tgww=@Yc!;k@lqxdHpmHW<Q>S$C3XG<PLQe{3qG?U!3m)I3AG^i*$J6k@cKi
zfDuk(oTTmw8Cz|d?3b6#*5Qu0E^eGVI}zd>_Po@--2o2XFY_stej7Lr$dsNFBWQ3W
zaux>(yugKqDu}%J!b42P)=>Vd?I#3xM#F6O*HesvjjOfqeY7dvQhcqU88(55Kc&__
zvjLrQF<YAh9?yY0Z9mx~G627lH3kDeBk0^~*3%^(0?`8FPqj!95B+FZqo1PVM;gbE
zC?>N-Z!H0Bm}s`8>2vLF6)&(=(^a2&?aA`BPh6RmA~nLI+tQ1A_s5b;x~_?uS#8#^
z$i)TgmT6zTFMEzJ*-tA{o9+<T_OZOLwrKAf#kk6Lo+ZR@-E^}q<yHg=y{&G`0A%!;
zwX&3S@(66vSJb1U#<VA!V{W2)S107#kUvG7<=;Y2>wkd99WP2p0bb=VIg%Cj(eP<u
z4x!9d!88^!Gg*vl7d>bxX?<|HQBRPN1ECYZ-s0{G)aoj4ed3~RlK@?Lk0uh-8EyTH
ztAQW8nFef3Ie4bw;_mv&g}E7-7??8$W3L)zpyplYU~?pn;`Ot_R3>H2lPx3}>+?n7
zU)&_Tmi`BN_yS<<zk|6a>4R?=&3p=9{-H{D0Axy`0pfZkDWyB-Bih?j<tRguP`N7Y
zgwvy!E<)U_u(_Xzypp7Mwj??E#Xh2?LmE*w-7wW*Tx!4#D$o)h(Cs~{+$BW+JoZ`g
zZri4FB7LSz7OkQqNv*+tjcG=SuyNf*&dHz*v7&%%*k3*UpJ@YXJ{_umI57%9j()C!
zU!XZqy${jZt}<ck#-k|(b%;v7&`p>PKYBSPiaGm<hSHjF8(F_%KBoTNTR2*MAK=QS
zU;CcuvA-o4wAWH@i#Ej{=th@K+*erZK3iOfCvXcPo^Ui~8Plv>HKPaXEq(my68dMM
z0GiKl25SZ?TZD^;e|W?lkNu0>{<zN_!*!<+$bH0gy7X>;TrLeXs#2gRZ*=BPso7fj
zx_8QtE=m~9GP3&J2>ryN_&!_XhXvJl?}XB5%_nS$WPi=bs)gjBSaK8Bn3l;{ZX*`b
zBw)-lD#J%#);vxhG2l_$5h~xRzZ_a0Xyb)xmFGGuhB!8k`3<WNilDgHBhFUz;G?DY
z(IbP&@dq<nWHNxU>Y};hKfc3C!3n&^&;K!6S<D`vA6G;)iI!v|mzgyxyD|jmG?Hm0
zNjUGAVX?^-Zpkz&We@#6e`HElmz3qFtuLc-f5h%QlSAt2=(qVyrCBG`qNKH?ld{rA
zVoJ)ox}c3Q)}iGs3>A+nGZ5o_$(xAZ*axItgJfK|UIWA7IVDr2G*873X(;B?J7knP
zl`aXAnuQ`YTptPPcW&1G@#8yx_$}Vlbm!W8_ef;$F|OIaA>sW}NMMg4tMmMl^vOF(
zGQ^^bQLJ8|)a*e)HlLO?kkNDy8viOPQ;{|Oy5=LbMW(I2aqO>wG7~P;)b9l&>7129
zw;F{QVGIrOaY3v#;d0A9BCq??)S_^iFZG_j4$E;!Gf{c!m6RrB5AP(H_fJcVeP~mB
zF8)Dd`%{sCM8f*RLFnZ{)Uj1&eeJIR3}axJgAdI9n_S)5!GBY71P`pV=)(hv%)W{D
zHZXiij!hmkL#_1M&4*z9NolY2^WOAlir>-IciQZU8l#yKb>B)VCt}8CcN1<ut2PFs
z)X{cv%ktkGEaZ??_~sohN0UFZvOGgZR2g!XsOd@Fp<X7pDk0b{!qAiCnSyiT@xAX_
zTr7Lpk^i;Yud87LyZHg3`NBJqxG;qVFa2}0MyWenz|{PP-}hkf>I^6a5LS@?T>2p#
z|1Z2PMuxZD&Y`woP^o^o|3PDxWR*prCj7HfiA|)a{F`qF515LdGorOU9o`JXR{yGL
zXXAdNs_!%~Bw6}8q}m5pn5*4989^jyQGj3PV7Nc|VC5I%hmb8slXI%jH*eK2Mma`A
zW34kzKW&wn=JQa68!42~JRPFiWCl7%B}^0sx<ID|RS+Lbn61;F;MJe#{^X7kVru@!
zApaoC*O-Mq82$JCx2V@gF?b^Z;y9b(kHz0o;)T@8cAJ#j$h8<oQjkMP0t6dO*RhH8
z(ovZ-<*~z`YQsz%boSa%su|9QD&FIAJeM@j?NrR4FMOh$G1UR7hi9tJ<zMjEMZT7S
zYV9S_K=!hBe6xJlAZ(gejVC(`8_%w<mnK6PN&1{(-*F{eSKAE>oS~auQU(2K3H-t*
z1>ka=G1#Z@)ju3CZ|4)qr@xH^9U&jJgq$0HOJAsjDF37uwo+nZa5Xo<4>gf)NnW8O
zXM$dY#?L>F-!Pr4J=0SxjQoiGoAQTs)D9b}>jq`Tqew=e&y$uHqi&n*FbpN)MQs?1
zI~NF*8}y5;R`LJEZI{_YD?%|7+KaD)u+&R}|8$wtFMN#vSa#zNpF-}oqM-M>U`+OZ
zm@QeE@I<0m9`0MW0%5<8ZBn{g>zEPb?G%m7G|_a=@)>1?q7GStN8K%w)G%0=Oq|}Q
z_032K*nprfUSrl%a?R+IuGJZ%^E~#AIvkB@Y`1cF=X!&^r@eFb^u{paVb!Nk%6#EA
zMBsMoqR@bxF-a%0mFBD7@s%am64`xS`DOjTyFUMG*<Uz@(z^mQ>`a$qzvj(sCy0k^
zc91#^zaqXZf{eUiUB4-iQF=8=G<+K=&0%!=P;&2;LdUarw%-f<xL>L%sv|4MzI$zy
zSwLV%&U>;rgBuvCkS#c70uJabCDcx?u=nODm9ar2h;6=-q+_zTlKn23OiDO%(TPsV
zW6ke44($$m=rn~$;z>RC#|-0D$Wc=}-QmE*B3M88vn>Ea{AaWDo~Ca~hpel{lGCP0
zl5dkU6t@l*ykd|m>hk%d0T$PP^zFlvk3niDrZbaC17&!PYl2^2+rg(Pdf!Xhw+^LB
zko9bWsjsyVg$&NawA8P)>CdS2#GO)D)5?F7`iB=Y2fL(E&U#sNv7MLFI9H@|>*3lw
zI4xjM>eDHW`0C28A5<DeO;@W$-tG6b?l=nNe<1(A5d2?l@EywKxBZ29%E8Y8VjW(h
zQBRCD8|Q=t>wHFGkT=$GT>2>Fg(>N28yUs#qx0<LmtR*!KF;lHh(GP^6%SFPlv=<4
z{_aDP8etkSqt85grZLaJ@w1*wwk!YVKAsi{jUVSgDb;s|8V1qh5<L4R>^Jr`6Cq=C
zG{FNr4JU#dBI&hcISoy%oen@pC&G68Z+l|F>++T7T`%t6tpV<jssD;uf7anHan+}2
z#*}Pp4i^whi<5887I#k2Ev8wYNsSff@U0HT16?nXkLE9_cIP)=@PK1_;)qdt`V&8@
zIBiyn1{5e+8p1Hc0$BUL<|LnLo(?i-Mye=3GtGXbcBmKD{y~a`o0-QUick%OU<=f}
z+Jm{SQB1E~9lE+CjX|_Z(;McSn(B$(=OXZFpXN{I|9ldOQtRKs;F^C3gUQlvh>qLv
zw59oW+uIYn2V@%IXT+;#fB=W@wz(Mq(Uz07Hozer0G!96?r@msZmx)t<4;F~QTn6`
z1F_pNJ&VHbv;u=hqrBF=XQ|B~2rsVTXljXX-dSh7XxAVH5U)1utwxB<->kb8XUg5W
za017{M1<Nx&({hZZPyA2iny{pnusQqyY9~trAs_YHn=(cNq~Y^2pKOjZeNuT<J?-%
zXDrbdo1EWw)agr<s=7K1;Je)vP&L?{>H{-dH7~NweujAWh1}%9Ix{Ti?an2@%z&a3
zfSXL_#`6GU7&T+1)xMb|4{KCZs@xP&o;eMxE8du`lOR_Ny{YZaqR1P;8ckgW-Ul3Z
zkJ+y@$u6(^)}?ryY{T{l>ue!x09N#<*-h7HWU#!+!{F7RGBY4+{_v)uPx$jry7l=r
zM*Royda6S+p+_AcvB%g2B=&XoLL$NVC)dXm^S1-3XWQd?9icoPwY!_bc^XsS#KrU!
z@$Zl0r3dM#^xcgA;LBHXOOaLwq_6C{Bj5a{0rp2pLm2*^B#ev+6dQeFYtxCreIjgU
zw|k)DMpt`4a5U?UzU4k^*-w$~i^8W`Vd}k4i54&<li`ddG4O>)-n6{bzQ#5a#KQd2
z`=wXTzQQi&c|JYjNOf4Z!KDudmD2V5IQU@^`KojOjLKSVXIVGr+VUgHCl<%9z6LEr
zVZsU#RMS@NGoom!<Sa_+O5c9Yv~2&7!GP(cf8=7?EfRI5nQ>EWwreCP$#jw%bZ)8K
z&g@~S*u2*@Uy(Rb|4Y`aH=Unv#s--YzB`e*6*^9m4$#QwgJSdCc_np@oxj}B`2bQ7
zHa6gVzMLkAVg7Novwg}=X|rc8WawTkEjE%;d?#}{`YyMsZr05Tk{vH1oHzqedaOZ}
ziM->_2g&8T<0IcI-4EY@(1>R00(1ra&os{lF9E&rwW7`^AgUvT(=ZWxRMpovGlu}U
z(#X=l9dCEOxMRkND%B100ahCbaB@OUYz%@ahpjFVLLPU=mS*^wqS4LfM4A*<o!NY2
zJoIe8_)yu`>#k><9+Y-lQ!%M>yE!JK<k1MoNgt!|!akdDfHYkP#Skxve+CxPOiO|R
zj%5!h;S`%nO0Ca#&SMAMEn$G1SPPI714kzfDzk^Rg?`>0qAc0Iy3%*kAy$0xSKK@Z
z&$qnYE<2?I^jP-&=M>$#rx+k~%1yieNi5+Id<B(oWu;1|xhusm9^UPWalX4ARtv^W
zK@NSB4o!yGDD+5^SdsBH;vn{gtUWZwNSA8Bnnj%|cCgz5Dw$17uJaj#HJ5lWqo*#P
zov+`!qCS<MO$KjL+Ag>}=XYY!%fN>kJ38?NZ)qDfOYr6RB7rkj%UP~t-rDGTZPLur
z3V~KVm7?lggmN8eeRWi5qvhunVXIWWN#BmoB4C-BjefgTKWFkc)P}1s3Vv%nmS<>J
zxzy$@HE`B1Dh3%EMyQZ8V|B|r|0Vmgb>|-SOT)l<s=nl^qjZUzGk^8|{i!#{lGn;c
z8UI53c~mkI6iu9nnVE>dNkz%8ju!*&?(^*-G3RseBN=zsz@VauCE@@hW!C$Q=ZfBS
z;zNr+VKnR(;BI$N9fyh!z8P~{{g<k@5qa#y_3*0k0n*@?QD_|11B%Ki_5fGE6U#Ni
z`pD6VTtDqO&m(Z(Q=K;E0>fLI;Q>%4;(o(=V0!Zva2g@i*;%@!3OFw;5=?2b6W0ZB
zDOPh8?Vi$kM;nu~>>lEODtiMqYS!0X^4QIdwaF-{rbj;O4Vw`tsU0>JiDxiz-ivZ*
zpQ!fTD9<O{>v+}j5B2p$h!~(y%F3NycI|9AJN3$)nOZxe;f{%H2fRCpE+5NB_p!0h
z4@3mdb_&VTfpZpL6}L2${uus3VD4~nDmyGrA})qa>6@EBD_DQpUQv+-v^!CAKEedy
z1rEk0rJ%66Hikes?ac+j0QY+d+c+a^CdzqG=deqj4s==B^LHSn-8Yw%!NDr+>bip3
zd)jh%Z+)YsYog!SdLO+tO!yJKAHx>OOeiCdkBbpIEKD@7%T=kuXj3dOpNIAA((CCE
zb0Y+-&-vIy&V5Zcs4<X;?HNyT=VAm;;MW%G&Jya@Bdy<Pc5E&2+c>9HVbxTpS#DGH
zb!sc0I_K~|0%wfUuI(p_jxz~r=(zY84+}Q@hEWG_i7E27n{B6#ekW?Pn97sc;5eUd
z$thKu04+t}oX5Mjp%rFqAXz{j4nGqDN0+S3HR=s~b)u5tv#Wo1Gx}b$L>Cc+_VOr3
zF3Tk>G}Y~_O@z3ZnDe{rZtoUL5;SLe{C#R;(b48_QY2Q^j6$ul5}g>o+4~CdCyt&7
z25I_wiuNbABl_u{V(R;Iu49(4_J9oNMubOGnS*6aX*Y0C`-gL%@Gx_>BvHg9BhW*E
zZfs_+vsT6h1`?(g%!z`5)tyi^2!&Ik-JfL#wO9UMvR?0T5u<*!YGXTqwYTB9mANmU
z4{)WqoTIB(?bR=4B>+gdp!*0X^?LQp2)Y3rB|v>~pa=<!YGUDxpy!*f-t|i&$}e2)
zaR+*@Y&VcBi|I^%j2t#R9+<kwo9Aom1XQ!iCdl^*SkcB{#xRR=su1{2cN|PS-vH2h
zpcBwIQ?Y;DW>$3B*0fg*aQE7sNK3+rY%{kQpvzNyyE_T=jcnG6*x@sL4M$r`fW~;b
zs@QpR$j)H~*4!3%bKRo}e}cXPYeA7NC?2X)j_YkXEpBLB86uu#aG2``(0-D5CeQ_d
z0pfsuuG>oByav#HqH9=rtr&wrdp(#8$zyJf=UcCQRRGGvjct{l%#%^u@F)+WDvFhR
zr8pF;0(!k~=JN&kH3h1Z`$H9S{d_vVi6F8;RP7m@akZlLk|3%X=97NL5;gMZ$E~=m
zKUUvWnD3>eX_B8TQfCxC@61Lb$aKoOWMf0hHSOrB|03MY;%USX#nz~RWITqvYPZOi
z+m{)c(eW8$d#3EuVz;02VqaD4&EnYG?ZTpMli{obpj8EA4&~-)fRKH3oL5D*M6l7W
zySzlXH(p7hwYU>#eA=vQ(kTUzMBcd@JW1QlXl5cUy<4ML5en`635EvzR(*_>riVh&
zob?ktVH-2X33@&lO6UTlaf=0$#LDJ#B~5u*fC3;RjPqi~hQe;Y=(oOMPQFCb;n>js
z1=3Yk(>47H)g2nIww5?-l+9;LZO&7!cc*a9_hwf&4qIdrSSg~!(+?>D6X=rk@vyfd
zDosY#H25LOCE_V5oELLe4N9aSY%DV2N^M9jg~?OIu3kKfX#6(R#^7?Y=`jo4w#7<Q
zm@m0bTw;8$V6ju)lm9Ile^%1RoV#-|Eg2uDMrHB<b9`__N^QtY!Cm91*bI`TKH#E5
z5nCC5M!mR!@7c`c6Y#rZoQ2}Cviv%A)Cyap?$v=M!4hMaRnMGqjxdMX%d?FPKNEtd
zNr2AWFN%Lc%4dN_+D6&8>R&l|)-+I}>#T$klNkRkZ|{@xW)d>g)Yp?rXH>p&C>dca
z7QW4+lb)D_oufOoSsJPV(Npw&N9K_i&2<)>XG`tz-TC_b6y&E~Cs~2d)EJ;k2X-h6
z&q`3?N_e8WMkR03us#~&q|lc4safQidU8~XngqXTJiUBjHyOr2jO*rC9W5um_EI@d
zFGTbs=_~nn63P20vhT>Hd}%pjU82WlKg(uqQt~2$y#@&GaVJO^{uo{VUS0Yxm7&gx
zUiE*y13wEsub4xm>_C1+ubpJtQ6yZ7y{dW;T1rZ05%pbQz+@#>6eUhz_lJ$nmFUwB
zHdJ--i?4nva)WqK(pZ$ky!LFV)sS@#o>JY4)KvZVNzs#Gc6qW&<d^|oN{cV0V>Po(
zC8%~RoNx@^<cYRW(Pk0{u|S$OC+Vbu2!dE*^Oe%p%YEKya*3Z3M&ZjgYLCWPFQj7?
znoJ$19Yj|ZRz@J~+1_&;9ZZ0T|EFZ~{=#2~at|<HfPEI1jmQ)Ns;gg!cY+Nb$`rm&
z?fgkA#(u0No@OEr6_^~(b^eg?JLyfUn8e0N9%E{?ydu@LL`5DSTO^-*CU$Jh)u)7u
z-`Fp=6b0mC4V1qQ8FqcNbQ+KBVy>ThUCaCYxce~UH>nv!(xTQ$JMbeLMQ#5{6X$3N
zx0jl14u+9z+uKNPFZ1B8>=7L4GS0NpX4Mg^ddA|4Gm+{?H5W5xPf%mnhj9(+mjn-9
zLNnf5-v4JZ;1}#YKL2{P`{VI{DJQZwv*cowxjs(0i6hKM1xtE6QNhW9gCN3e{IQTL
z3X^93Du*3TmYGv+jW#+L1@tqih3GUoPFR~wyEPJv1Uu9FR`j{y9MeoRYuN-UJnV-L
zN^S<a|DVRrIxMPxZTA+EN;e7&Fm!i_I1JrGx5UsTDXjuZ2+|z_LpK7Ff`l|E-6-9i
zQfCqF{d4d4J?H%4KgxBv7VDeOeczvlu6DcGNs9k7!k1Dl-nPUtNgD=H4mIJRBV=Th
z?MTJy^k?qbHkzB?zJppqvpf-w*Pgc9($Hgc64m76^1f=X9XsRE)9AzLcd{?St(~RC
zZu@;rbkL}FfE(#LMZkG2b%=A>e|=bs6(`8*o*0)MxeagL|Gb)s`qAim*8JQK*t)7A
z-8joZ7@)?je_Gv9e2`a~T8E)ajTUWOTrhG!p7*X4%ZONLq#entbyg+=B<F#>=h{Gs
zjN}WG<QlfMg^D)X?x(UI3g&xXlSyTr!^L=wf9r!2BasjxDy)Zt9o2}VVtIdvWgJ8U
zMNYZLMlyn@rE)Mw92Y_myGi6*F%qOiO@i%gmPQJbTE@fI);Y~@n_E)>cVf5boZa~v
zZXV#eFx7CFBjUv&Y0DY)Dk5rYLj9P&_302^uGW-lW{Lux)i~&tbvveOq04>*OvBWY
z5aYLT{q+k2cXyAg!vBpO4#mfx&Ev0yq`{I4DEd%Fe6MU%Wt1)+_QHe8qo#DUD*P<7
zX3BiDb~ZyjU7BH$ZIl9fU;=5Y#sTpc5EP(AN*$HuNK8_|Uz_Xls*LGIzf@CEnurb&
z$3gv(IpDp^lw*JDPg3ivq9p*&a7uf{qgtdA3~u2StDw=39qouLX2LBBYOa<2kkvMx
zk9A8hud>Q>kE=<dIKln(gM9>jmz5_4GSAc2o$|HZPuOuIn&UxB=hB4D?`jL>2rID<
z-E0W1Ctg1GTLt5K&&wiF)s+GEdPrYSPH>rjXbz?ClMia>M(9Qi>)}TgE3XY%bvhM8
z?KJY+BOC1trtG5G9XDP;jrqzk0+H-0^a-V0{74{fX4}dZ*sE{%WM<#l3Jk}|jXL;w
zd~^LK`wI^55a>yklnY#n{UvK_$#{>idNqwr*FjCH%_r)y;b_9!<rXucC#8oi-uyyL
zo6e@0khI7Myh?#nI_a_|QFW1x0Y5FMcTb!`LYKzl0B%UrfFRymDx()atZv1*|5HUm
z!S(YmF29m7Me?uL)%)20@;lxMM5%KxZs#Ad?||;dxg%NcGK@y6RL5EaciEgbv+Y($
zrAC2;7Mwo>F!dMeRhMQU#Wmpqu+F&pflz6csuud&s{X5pACWGr^kGo-vIee{Xmnt;
zpDqU;ERv*yS<905HF^*?`}0I?gt&^H<y&DV>&(an&(^Qf0p$k=s8p}*GIix{>q5+P
z7G+=7c1t-O<-Z4IxZcYbx0b$VkiGDBjXTYT<kz)oXL&6@iEX!8aenU*%~bPx34Ae;
z{;Pt{)u^=R!R{E8Aq>Z5?x75SPQ2`YWNEN&BAw1bnPNb4cT~m?Ge*y)flClZ(sW35
z(1@<lNEX7q0+vV$WoXNAPi_3pppO9iEhn!)zqOW)81jFXtS>8bU=2(%VGgEDty1Kx
zgC_(;_=4!Icgf<+4Mf`RSFEoLg}lOOBD{^lix^?J=dstHWSql~#S`aoD#@O%hZ|F8
zV8C|$gt!6z#ZmnoclCg${%C$x<nw(7{oBERxhp7`fH0m3W%i>>(NZ?q%}uHrZ>UN#
zK9X+qZJS_xG|;C;+A1^3Uc%gc0D@;g3gVp~C*{bP=58g0FY}MWVUnt1_|fDV&Z3ec
z{ZsX%>>skrT4+MreHAw|lia2JEtwzmF_|vH@!xip%G4T>iQO@H5uJ3x9WJ!XNz<Y?
z678EE{&R7nluTR2)y$Jm$voHW>_Cz(n+B9ojQ0-t!d%%DznD3YdTI@3!5wNC1e9W5
zA5gE#4(I#liq9jLo>I@z*&kQ43F8&KESkBJE3y82^Q$#wy{-56s>$8B^@11sw`6**
zH7v%3H&w-P=fT4Vu*RSFqmBd4tk5~lWyf`F!MME~1&K5q9z(=B$gva>3W%571_Hj3
zeFX!mzx8Qz-&b~FD5i*L5asRg;IqV-zhmGK6HBvvbfkw9vTIcFi?D~fswIwHL&vfp
zTLG*Fr;^U}jmnCgZ;L{jJNhLR3x6GnsYKW67`Te~sT>tM{3&FhLUU^J7Ig@NT>gD$
zRywXUuTaw_*J76UqMl?yc5CmKFjE<V>H14*_??{{;~fe?c<!+O=avt~#V(z1HPI?4
zcMAFjd+^mN!k378dd`qoa5?rw8B}kX)E&jjqu|QG(T{e9vKmVXCyD;$(Nbg35#^dh
z1g(kfz0^*hVE@LZkCxJW=p-u_pVAO7;N>{z6jC^ZaBYRnXxoh)b46u;6_d3;LbNng
zeDZ=Y((8=kK#n3)*b-S?qh^E(rRe1aD)7Kn9FiTPI6X`Qu(9VsoS?Nm1jaM4kI7x_
zg>n;Zgvq<l#BZ15?<Ap!!M&mv#Q0`T>F#Mh#0$qQ$kMt8g81}l)pOOklLgGxp?S&?
zX%U^>61|RoT}c@rS->HncH;)P_Kp+14E|#e0K!<mzptCsf2x$k?V$b$lcgEA)5>q>
z%7q+?xqcItczy5U?1@1DQ;l=-ZpPmCKI4Q)q}U~;A%)IOx~|@~pHF!4vs6q=z&~*`
zUld0x4rVg7M%R^}CT`~b%5qc)7QJ8PPR?3f6lj}cuO>CPZIt6+Q__5B282Dl2BU{u
zP_tI};^ty<ieF7DxA=uHua9qa)jbM4rnla-Lewd)5YVEF^^z4~B%sUD>}-5DwAgga
zvg*ST)lP=ZRC$PX*d&o@ffwKeZ=uF*WSv@$he6hDD!o=hOU4n@bNL*Cj(Ek)1wQdA
zUEs1Tq1djv+pjJw#1xGpOt`{fH$orU^=L^0rhfPiCFEwYyIvmxAkYyZoal+LIF#~s
zobsc#BD!(51UD&$M>!b|g}58>jY}ngbv$zBC(BqrY49M@arKew;3ItkV**VX7i=r-
zzzKwHZu+P|SS26)MV(=R@*Qo)jqylD(;-BkT&;>tjvRk{LBX%wHUZPu)m)ozhcpMU
z0>zbW!oXSiDTb$Wf>9aV<+VnGu8{Gy30qi4s$XSKrlADBfw)DW$~TZ_*=Ym*9eJ_1
zOhp=&1^5X6K`Pt{m^Q8tb>ZI!tH@=#`D<Eql31Kyh_=0Xj5TGgf^Tj1p{HdRiSo+Z
zaCLeLSo@3#tces?L5o*^ZCR*{AmdC!tq5w6`u*o*2f9)TRq7OFoW_CTvRT?uH1hGx
z2aO#gjUN6*gF$zqk3v9$>}jvWKN(4xzdu?};f9$?iE>Y&$k-%0|H8Hs=+%HEHXth5
z-a63hp=rl1HL4`Sbc+yN;*M0yWx>+^cR1LK((>f{0&AN?m<Jmb<TqO8T*wH;<4_CX
z&tVUn<ebfl+Mwm#`_Op#%+wChs^)f<daEQldjX~)9tcvt8+UMOru;;rMS<+{WC5HI
zuOdopl1+Gj<+Kdaip599Zk9i4)#^vRS`<-X;mVD))Y^rP2)!5SJK@6C@`y^NUn+0n
zAUauXl2ReHA7N%4IMEC{F@d567IFptk-oAj7EtD}?I`OUT<HOU62q_|BBkZ9YUv!F
zi0~dV3YQL?T`+V*DTfMPG)aac_|E)=e8y{?j!`Q;h~-JEt#%HHYFlyoYxOMNfE1=u
zG}LOvSi#=ZiJ;T$xoG>H^8jh+k`bHPS>MD<hu?O$_9s*?N9v!{VI!0VWYzuGX#MwY
z7EdPT>&2yolQT9G$2qS~J1NU5hJcmNPZUvBhha%8=k(&a8`NNJqJK^PCG@UhB&Q40
zO2F@pc?qcu9csV)V0Kqd0*;$lbbz`v**q~^FCA@K5qOOQ1SGNjksv(Ta8e_*C#}@T
zs=jYGBI6fLTCGs4Q<y4ZFLKdhP;&t%Y+b0cF)0$~z6<%hUV7m8JKJ9&MU-vQ*6h-9
zsn}5+>(39mo@Y%C(9RnfzRZbMSGRCu4f98_ZppG7;`dc0(Xw`45_wDZS?DI%dLzm{
zDEjdqXMNx-tRwF`TCLq~^_k^>9*KI40n{*<i-Cv!!(L9~b3F5`h126s@i3WYdvxX2
zkr_v`yihik2whVUy7{~+W5qy5oUG`};sEAo<<Zpd<fvj&$;!Ur1e4Fhab^7BvYYXD
z{SFfxd=i>#t%4wORHO!mAWwzktc*yejFv%D;;an&XH$o=kBnfCSbsq)az@anv(7)g
z!E_q;bN=QkQ~euipQ_Zy^)bc^YuN)U{dHI!m-wKWjiZR$q0sfR)8~&Oiu_m7$C)~r
z>hG+Y?^hCoqkEj#(%T;dZBy4=x(c%QR8QxE;kinbzPJmj=A9*C3zPHAmBl1|4Eczu
z_lvAfFP7H!1_BtIX6|J=5?Gpxox@t`<<LHqAh2NIq_ke4)H-7V%N=%OdecD=={CDZ
ztZrgtTYMmMNQ`D4VZcNVdtF-8tK8~T;*s1Jh5dSNc;<PBIKF<ddbpNZTuAYh7iIb*
z#OSM>DdVYrC79Rma(TzTs?;UBZqFZ1do88|O4}-IIXoQ5(L4ZhH0kpZ<#IsT@f*3$
zOLqb5M_w8i?i=xx=(PvG!-0Zi*{^7GWeI)2U@ccx<$ib$#15VU%9dOL!y$l}8O!iA
zUvAh;bXxoPtS%wj?@I5GxmPD{X#oS0=nX&wX7w`@z%F<xHF}wv*)4dwHdbDjAP&o^
zCbe~w6)-Yx0;CRo@1}I1D7mlAqrNtxQ!-mV9OJQ=Kg)9Zix&;;h(qoE)g4-BtLQ{u
zA4ux}f*B`^;Bj{PecFfs8kwQ<vmU}5I?(BEiq}$RnD^A-O7*^WJPRkF#{qWWu;Yu0
zdZFDtPKN|KA;5O*y`S)oxl>^6`?;z2=FzVvOlj&ar`3wu-(%r~`dWKST`tb+Q-^t$
zU()k~F5d|x+dPEA_-|rR&l5m->-t7d`<{rcc=-6~Q76D)5k4yR0P^*6yrmv3rXP9$
zum$iNP7t((8?|6GWfR6o)i=FWQ6HXiKH-dpC+&4pc{_D$E)0i%3!}OpLZ)OtQS$Em
zbj7>ws4vYZ<gpikX6#sz0#RW+3L(ek2Md&P@w|mXQ755=SjYT=nQRXS{ULFnNdG>b
z>BeTGiZ+=<PjO{lmJps^-u4<wK@)ytA0cmpQ~C5Q5`2L^UuCdGpuUPRi+%{x&$H)c
zX<ssJ)p3X&rTB`%C5_i5av2KCpG}1J&uKdEA2N}%LFlsUwpDYL$VC|}tuxAK2jO$h
zyZrQ=p`3U-Y6rC*j^yj-E8o=$#$vCP$Qgeh(l5Fk#ir)VuYfES@DE%2Koa<^92DTu
z@t)aa!ZiWF5k39#U^8?nnNZ)$8{mxroX?9E)vSaWPLI<{1JgvWJ?~_<&2!`_MS0&J
zPga42wXHP%qUiQD14%YsgTZ~Qz!Dks+rtRnkL-9@$7(&YbqSXMU{TE35s{k3iFT(3
z!3B5Z`OeuuT6HF~0M~9u_mm58Wi~Ja;57MU6=^63R8P4gz(1a#lS#K?qy3^*0$N|a
zkPld#eO6Rkq8~vWpQqRa<MVAb6itm)ITTH>UTZDRz!)GkTA1C8j!}=zWC!%*;HaG3
z!n!MXkY~qU2~eHqYpB!TI->{Vz^G`RYM$d!Q+;DV7c438AiQ$<1Nx=oDnL`U8LzPX
z`bI%mM+*SL=sWhkI!ESGJ1?x!n<z6sxsB|2nHqcU&hetrK#nl>Y^oJHaM)mDJ<ibh
zy$ibJB*zzOOIJN_v-}c)Rl!GV&wI>|i}XN$P!nm*GsmNZsnyGR+%F|U8GW`>EifJb
zr$(9)6JZ|H#~m*tz}htqLkE#H)(Xba4}j9%J4E37o3*;K!E7S1#BK85%QoeSNgE+7
zla__55%jvNTqjY4@)^B5UKxo#ifDF6@(vNM+{_-G&D-N9UuHdZd!-)dJ4!?l_8b#u
zeD9Iu<twmZaqGn%`m}V${rO^l^mhy}3!W^x<C4^FE*;O%Sf+THBpVO`zj48qmQ$Z$
z?zbOMEn7MsC_H%*<KH8+O9ayH5x#^3+}diQY{C?{sKu3k>U8?^Yh8dD08b^<-T4ei
z@9=hjLFDDqIa^_!;@nY5B_1_b8UdhOj@O+&Xhd_{H#hXl6X!AcTpcZ|p{~Jp09qAr
z+jpN{{Oa48);rw9XXHKI>+qg%Kg1x|J=@>x1tK7y01{t}{y~AxK{24g;y<l21)zF*
zPXwo5HdXDk2Vz`Se{TIZ+sFK92w3P+ybV$fh=%oc*V91LPXpadX1{d=v7DU%R`i3F
z(c?lvmesy0T_YOy%V?Hw$=bq&gTx<(51{lB4%klAd|q+!e)+~<{;Bn8c39PkQdw>7
zOnB!;cJ|1N=P89Qldi77V2`JJf4L^TV$8jYvm}J(!XF1_kCbvo{q7)Hs~ArKsGjPZ
zdb%t%TrN)o3pJ{K0jf!rXKV5^AGc}u!}ox%o<~=&N}LF4A(?YLCy2d5-<dNTZvI$q
zYP?MOKD|{Hot(~{_|ia<FZrK#G;b58DGH+i#|9sx1y$4;H_iz4uq+wsWTy^I>lbE?
ziosbc<<Q&9HZA#8;WLq7zsIcII|REVXtDOC^7(HDP?5{Il!E~)>ExkW0dhj)u-sf^
zn2jAq9OJ9w)!_h}SbDGGb`J?+daft|ZGAQ>Ua#WlN@TgL5!n2rr7B#Wi-xdtl@R*H
z^$5j;04`rtK78IPz6`haymN*&ZP;1{95HhyZO-rXdmor|)5nLM;vsZOxxC{pbl~eS
z&hAb)pftUlA8dJRaJn*PONhUNIUcG}i&!J9_xPBbyRg;t`=VakJKIC=&F!n0bu3)~
z{GZ}rw)dRQWlj^Hkg&{FUlwXxSNGoEYW&NZgbVkNHNcPX;mPlgRMCgE7hh6LMw>=A
znJ@Nj$$`)lkdU$O-25^fJ4<r+DsyVrGV(*z|MF{d9V9gW5ds&=wDorZ997}jzG#lh
zBx;1j#P4_LIz4ZEuk57nt>>E~8y;mP32X#hbm?h-IR-*DXZz*T-JK4n-%gjhGyxL~
z3sYD9QJSquh0bBZrY`V@dn$Q*z<crZxZ;8*I&}*7GD&Cc?fR`^U0H$H1qk;o_y6F!
zbrU@TAUg4Rz18R6B=o&!eE|I@`QnWJAK?^xXK-rY4V}jU*ry(QttNZd%0d^<rV%nM
z0_~PgSFuoov@&r?C=eculB7PjTa5tp@{0(@P3t4I1Rg&C_h-G*p6)O~(^<*^5QCrW
zZE0gZIaR~;oA%m`PJ^5?8HwPgs!`?Urn~BE+>#_z1Xn~NS@fNvc4*0@Q*hvyvSi%@
zPWN(OXr#D%2oU)y4oBuPF)r$1cT}<hxe)cBX&J9K%gcM;a?KZ2+i+)^BC%jY7Nmoe
z-UrX)6>?s4l}1NN_ra)g6@vvT5V*gaYio@l8g%6~UHb#wsm02XJk43J<vW=U8&$$=
zYQ+<1*^AIChqGsr2VbJpRC(g<9JO(}!j{{x?_S~)ujREbSMr*C`Uet^4gQE~m(5V!
z@f~W*qH;&_{rBwNJ=Rl}^kiXmo0>Xa=SRMw%Mpo9BVMiv%&wrh2myCIYUanMq0@I)
ztR#q!jr|)9CNwj7x{Dyz@x7TRD~Yaxt4GgAQf5>ShWX?rRUfb_QsoW|2viIN-l1Rg
zT7~j@2<cOjr$`D|SMK^Ux_lXd{nU|Y?_E?+rTCyu&tlgl)#6$!T{0pQ_DMFCE|gZ>
zywOf*(8zyN3N>7GQmF+`b%a2<jN*s9?~EqZlmqXUM8RAPdkLPY;Dg`z!jtAN9D9)Y
z=gw$)V~5Ub_L4N^2-|MU(2{K$mZHv~2Y(3oE}`(e`T?*~b6uJ8uyhe(cTsK}q;h81
zsY4!;=Ub~?=I!AfIAJsu)N-vbo#1}qV1J8z9=Su1`BuiAs#A&~6xZ8>fqq7H&k9jW
zGx%K1IN&TrGcz(6+OycJo*fw;Svxe8>Y$d=xZNd-rjqwFJUT2xyF{-m!!v+;0D;f^
zPE^dZd~6OUSx6wf`Ri}&&f*A$m{7QuW)_J^GI}OKi4)iwhg>RmQsvj-$HTABgT`Cf
zTD+KBAJM*}j;Y079&SiWBN;55s?yvFLdiE`RxAcgK)3FpT!Ca7FKhk(EbUj1OvPlp
zR=@cx7Agq1a_9U(i=W|#cBnNaB9g6K!%0`WM4M%=Lt)MO2xb}ltnpD(Ql8%|sdy3%
z3{BA5(D;q=r~?=`iog&@hE@`nU+LHj|Jc?^%CNsNHC<lCfQ7A3BC{geHpeKy)n`k_
zD7fue?qm@222xz|+hzWK0VhUObs9}ku&hZ3jQ0ziN$HchWE0!3jpj4W=I3@Ro5qi|
zv<+l3pR|LFih(MBm>?F$#?Lm}c3)6U<!;kgoFUH4wtI!D4HXOAjiC?a!q_XXO0NJd
z<cjcsf*ZAnqRn}=+5Lf;{N#@RV_)p>XY*yHXk=0%IW&i-F-Sa<P#0XV9db7I)?Lg*
zr@NOZPpOmC{fSg2meq^`M-l87uG%+aQF_*~X4dyTYMECVa);s58i!|A0#hkdu>R||
z&$Lo(ep!+_T})3rJz64~7@5OKEH;CE74u5d85!ml6XE34X^n_<>D#^0vZ!Gd@s#@w
z(L}y!S;EQc5pk|b=_(!J_!S}X`DwYN`ss2`v%<Np&I@XIPt=zr<rXI?Y{*C1hx{i1
z+)-2O;36yVZNFPwTb_vknd7f293i@1`Y+t?&}@aK)zN$HY`%hFELrdZ)vl>Rsn58o
zWV-MiOR0>RFqs*QII3a4BQXcaoV;c$;+907AGWwjBmtp334$F_rQVn0VIDEpI;H3T
zY>nsPSEYiH94-c<dQ7Ri+~D>wdmR4zny7vn;-?HPYcs}AY4VLYvTTxNIl6!{aiymQ
z>CPe-z2QuCF~$3ik<bX25XfPp``33lptyqFB@Fe#clk(!^}GU|M2#Lw+sEy4!_B|O
zO0i8Wh(h#r=(hGM(p~{3`fi7#E4Atx{_>X@mGs|Pq#JStkQ90K9Si|0;eL76XW`!t
z#f7BP1V^qgy*py-%{M`kO%<6Xexcjk+~*h^hUNZ4I;CvE6jrNc$`5nXN|WvgH&+3|
zRxMy3OIAO@c*CICMw)ICH45{s)y9rComP8vnOLh42wfW@E4q@-KB#-}UG1yA8o*-E
z^2k`4yD0rVe0Lz<$v#MRWDDNGfMdOr*Q<Nhj1_ro`=H4|TqiRy^66OnI1gwGldPpY
z+WAFK6Ygv)-f+C>Xq5cRz}oH*lX8;%5h~;YHM3m8q8oFzKO6E@k>W<?`GJ)C<4=63
z9qOy;J^MWmW3Mv`tY1xNc>*CfAR=)|LxlEHub;^s^dnWEuRisemx<^gG=+)&Ksa~n
z<Wf?D&4tPkE`+-m(kM^-gfd*^nPv41pE8EpZp^#qj4!^_ZOT&&-1LJz^bAfSc<ABO
z!`#OxUsztbJ!)9Y8Qtow%)V2#Lld^B_=Os+a)+iUl=SuxcubJD%{?{LI_FcY$G7f=
zhoIZ3Cdjp<nS2D`H=i=z%PY0~$j8HtYy7CxQB*3ya9(*NpW+cV(t=O!gRM!$r6Y?g
zY|KQ-eXT6~sYO+507h@}o9fiH&HIPOzl#_iV!pzW(KcH1ZVXAY*h-B#>SYf$1T$<A
zAt$ew3#yDQ<Xj=LtpVKOI#Ol=!5y*@heDJGh6(bc35qFFO|;A$!`bE<Ju$T+Z+wsA
zJ{biv^f?FVBGEVFrzzI-R83pF_yy}>D3x31wWJ5BQtvw1<lvsER1WbM1rcHFJjay+
z^sZq69A~#R!2(AK2P#hI*PoZ5QK|9zghA%H_!3|TN5M8;zZH$31Wa}@99`W!Ey}_}
z%-$h<?9#l|h41z+t_C+?gSbosia3_^3qL-*H}w~zq_27ig$nIjvJ}V1maa;g;#2t{
z9l^S<ig=nusTwB#B#ZK1FxsP><?n0sA<$m{@2G(Oxv4C|wwzgxiDf@g${zfQ`}nI?
z^(x5v@dMFW4?1*7CAx7yV{)4?ZXRs>R-mIP<=#u2xAfLQ1{PDLUgeh>Dw-AlQVLo@
z32PMCk24p=VA~|tS8Wo#yZYAZbp|~+&3E@ad__%$EJ!br7<(@zqgmJ&?>xgU8uib|
zx+>R{+`okO`Lkek&fP?~f*C*<t<U5(#I0U*a7jv&B96ly&h(k&I-^XZw|EQ!IVltZ
zas(+M=n>#|)U@4wTR0ik?*iW~?oxAPkiA-dD0_AYEy!%Z(iACYZez~em6pQC)Pz{i
zfvec3OC;X0@lK~}5-Xc#i$hTtLuLF+!m#4;c%*e7`EzRKRTAP&y%a$HQfByhEZM9l
zRi#X`r!c<JP_DyNV@Hp_&{~XF2;F<HjlCTzJL4cSRpEyJ0V15vPr%54ohn@ACO?MJ
zOdl#(cS*7V_+d9$!w(97-t7jc^KXz@aHs$Gn(Frf=^k`S@HaYsu2G_PG!F)u64cq9
z1f&YLsY>O*w}C15sfw<w$6lpme?zU$IEaxsPEip}c#=-2&QMaFr;5;29p7Hxv(U&>
zT&F1qXbRE%9j>1^AKI^#Z_b?tjda}j{0dk>q++Ya6d564uM;9ewk6Ls#D2neMh>L%
z$XCA=mrBH$*oo$ZEBO=A=`$h9>v1B@@4iw+W&a~Wbv*=ug5ckboHxMwb5je31fiS}
zMZ5LrTL>P4_7iiH*s7Aul$XX}Y6eX)<!U8#ip``y+M#i?X?VA_IH(Gzf}*JK&8EVn
zRUQ(~FmR>C@71FrAS26YmMGSl-MNy%*{3Gm;*k^PFdd1kkO9d+O4|3P84oobMM-=F
zjMGr#&efl9z3(`E&aBH~MlZjYLFI%O%G_4B^_p4y3v&`h68s=bu;dWVFpE%{XTlPR
zUYM9eu7C$FXE!_&6uVtTgHd90;NBiq&jak1SV}h`M~+cit^YU{Fhu}i+tlF<F+##`
zA6nu~Z~MVHpVEHeC~7n782;><fQHPSr6DeD6q`Dx?(TdLS=TLKAtk|1iDg$}_*kR@
z=In)7CNfvZ8Bz?^p<aj@l^%8BN$`HhiPM9=XqZ(2X_>WB9!o6=OT;oHw#E-w%MF1-
z%yKj!+OEc>gw;Vm<%OHr;yt7)j&_nv42iWXOHmEbJLkuFlyX+1Wc`@y?$&*PAqk{B
z6-$U+6vFOUhFl?fka~e&<X<sj3ebNC;$FQ1H?GaAA{2%?aOQB7l3F-tI52*dHS4q@
z#LI>(nkokPK5IaV=-89uROBe#Iop;~=O?$?`)E%F(<SXJiq+$}YN1fs1=@^Qx8Up}
zIEa2OckLxSA^H=xOd>gD50@;tylsz3hPaAl_CkkU&#ozX#AtllVud8ETXq>^`y`Yh
zpfKGi8iLos&~9Vq<rm(lqHS_m-a;`j+vSu`bSzL+r1B_8_NUvdXp%1<Z-w<#2~|P|
zAJ&yl=J?~u?A<$m(lXZ@z$K&ZdOf_^_5olO5K?X9vSOJN6`IcpN@7z=QJj_vri*w5
z&UuR;YA*-IRW*l>uN*MG7j4m#O|MwK^VT5<Qb%9x_^U?kLk!j%1yRTMa4tEb(@1c3
zv~{XL7MJ?3#AVS7W^s&&XVOn-C06)7PtPeyf2^xpvgSxqG337NCFvxQqBh1QK`L)1
zXyRBuZI+bG(_8!@g_@mLTT^?>w%I;p{7KG6zDVO7vi9>0lY+prrMHQsdyhLy<!ahv
zZd9?Q%L(@P2LEqN6}41;T%M2@gl$-9PR^+iCjs<2t60=XH;QpCx;RRDG=!;!1;I|1
z;~|A67O=b)(9tgYnVQ9|XL?u)Lo(Y4!38$Ao0sWxBnvWFMzB-YZR=3;4UW^g#bB@*
zyx}re9(+;Thh`voptDf;0J_$|McY>{zo<y(`#AGE8jaOr2A)LGZwfmu5OS(imrpR}
z{kYhecGC$At4`-iX6LTy{DQ_!%e?p)#W{_k%HPZD-{<@yh_jq1Km*tfdso+fk^Jj3
z>J@hEMmoDmm-b;-EMUk&uYasdD%UDnCl+&?WU9WbjX^$1du##35~s;Uzq7%yvIeT4
ziDI!if@OZ@_QNC|2XUwMRd?mlaTQ1&<h7eI6y)L&_KXJm^6AP_NyESl+-c?|ezXhw
z+Yfk9Fe`i=sAXJ}W#jTX!*jp$eCkh*j?t?~8xLyikO4Z-P!@`FGeoF-!d(z&?%CC<
zQGAIe<Xt<`*CvP3R<6;tCa1@jnhSSzQGILq`krOJ?vx3Ti=C9xE#G)yFQWpv%6I<j
zv{IJnUySrmQ_c?>G;D*sn@n{?p1)$?1hu?Uib^mEB+#61J{~5cwmRSsOw09RGA`dj
zsX$28Sth8n5X+6fB^#Dt!Cw=vrh^iEkI?|#DX&;-&}4K_JHUcF4X@2do~7BS3q^$y
zP1OtvUr=2ne8!s|i7(|}XGR*9)fwEHGZH-Vb0W>33aVvdI$h--*;auF4VQB8OYV22
zm!o9d53?V^3ARJc#zZ{USdolKF3%w=U>ZgG$Mm|+fCB8vKl$tHO+E7%042oVF$L?X
z_9&FZuP3%?_UYpE5#jV0qt$aotV+brLF4<Rm@y*OC6T$KlT|7xRE1;_>20NqZpmD^
z0H$%|^!ffni&RM?oi<TChP%<w;TjF`poyG=pfnb5j<C>@%I$Bnn>9yH?@1?@E!mFW
zL%gWV*t!<JM~mB3E1URZw`?GpXM<UNY6Z)-7-0M~vgDdmy4rM(81!eTkVj4a-xSi7
zwjmCtbD0H=H*&1VC9LX_YxbWR_rKTx{MaZ`uK0&FIGaIoU2h9|W^$EWnPkE7TzQ(e
zm9yF7WCu!*q#|tWoSeU;2ZA<PR%xDc^<&{EX3=p?PxPX-F{>;_21o~I<N0yCHl!d?
zV%7?#JGNKc)e;F~(sE=<b$~|%7c;}ma<gZwhTah<g;lAmi?wOuq6W)r2XU$F!mGat
zeuK7-=OUNf;h1$CpW|s=^-UmevgbH*np+@v&wq2F{r7I&aFrS21c1m(>n_nz1(PZ<
z(lHn-++J(NoV|Qt%7|FHTq|cy_~FJ`uaKZO5THrmQQa8T9t8Sx0f75y{?!qnq{`Uo
z{ihd(CBW@=nf{`BOmM9jV82KCmk^dRV5?bMX$3UIP}kEwUDRd;gfP!pRkfNT4gk0{
zJiTS6x_?oI4WQVp3P-lbR%O08480&c-y%gq(n(ah?2$or#g}Widr^H+4&=DZuVQcg
zA^(iMdHo~yrW!R&$f7d|aNOQ^X7Ob2K#WvP>Q1(cympJ>n(rQsU94?Bdg^iXEWo$Q
zW-?k`Uwa4e(mzf*?kSu+@p9^R(I@}{5x749=Jd2<6aNFA)%g@DA13qUWn#i_p1&F7
zWeF`f3Q3$SxC7d-4iH^@D&ycPwuj}-Uj6c$ipopdu{^3;$qO{OM+7!x9q5V$J$x!*
z-KvMy%HZTEGtwV{5PWb--%)smZ&dDV{$P)=R_OgCE!1qr!R%B<ENE;4e&cUJc?{&<
z$)7o%0T_#4r9Z=5Pl{FQCeb>}PUJMjdg>VZuq;X2Q9WKlnL+szUrtI|O|gG$+Mb_d
zr+?{NmFG8@dvzN*@xrIRE1`bH2Xhz@+4>}-b`w?I81nuHA@1-TDD6pv(D4J5Yj3ap
z`pYaNy9DM_pyvtc1|9BYq6#h`%<_{PP?IS5{?Xne1OBh}9?`0L9>-?@Yt3nW?3_?N
z$tK<-93bC~5NDCgK@Xp9-FIia%INL6DPFa6OOqJ@H3IF8fDTm;iM>KS^0bE^Lidip
zS!=4bGtpeiSXF4T20&Z3v&EdlOMtztzEc8^eg+Z1qMEFHL5dxPu{OW|k?j(RV%G_@
z>jOkChH0%!eXH7eJro`VApQN98iXfFR-0ZUd+iVPB)PBBHtslSGj-Yk5rkKF1(q?J
zP_KupQqX_sTbgQBKTnhaW;&2B9MNd$6+Qv&DgZ?ORbG?-EfeSV{Tfxb1$GOk4)f-~
z!?Q>2miOEbWDSf*Q|B=yPz*BNki*6Nra7cjpihDw_f`}Ufu$AekwpNW{<&c$RpLjA
z7<_@r^E5;ew)(57TZX3*-M_`6g0KVw>lJ}G<FLIC`SE)pjm6^^=^j6V;I*CoWo-lq
zk8h)cP{^K+r4elrcRx<R>F0_r%XKh$Dei_QU2pV&DL>|rBF24kDMR?{rMX&b60zQ4
z@9KS^JAm!~AjSRY08|^VQa7W1Rj@o?{&HcL*QOC@#r^qbAilCHSW#iciOsCPJ*rxN
zr0&^%#mzf;dEibCa3BYOT-Z>Bby)5b!jxs;^c){VC*d13rSEy7pHkq>?=?~E@P$`N
z9UeT)@E*vRxvwl&K^+(3TDd0lF0cR~qaM(9(qJI_nIDoXz=c`_+Ln#Xe$sRIY!8e|
zd2;$wRm@LkPC@YsVA=ZL`dHMBKIT)<7rHKZaC%TJ!PH5@pEg&f{Egcq?@u}oAi;6`
z6M)wMk4g5Je(Kd%<xmq$%D7o~2#0^VYJ9ZzOqnj6h;P<xviBkMbeK(*0ad=kIWk9n
zS8VLww!|vN;$4r5Zb5>g6!H094q-2n!A)xUr@<C4_WQFZ2V{6vC!Q}QFR1A7EfRz^
zQOboBjhiR1J{bsLUgOu*6q$OFFMXKCU7K>}z|6LB#@uudIZyWv1=_-6$I|my_u9|I
zY-iIo(3A8HfLrM8K1l_1@dEP2PMedQKo_qv)7hqsRUy@!{0Yw%g$+$0VF`$J7qe63
zF3S@k{wsNiD-s?#xBbT>>~V@eBs{Jw5}q4?yz99GqPYb2{EYgqoZe5>%cdnuef6d$
zUu!lhPgga!yyq_YcB*Mw9W<BSJPn%O?w2zGtwf$iZW;pjS^$bV-hHtc4m^VQp<pWj
zq3i9%tdIsUf;2IcN=hZOz%1OT-j#Ub_R>q_jX!|Yzv9@<X#*IgTchEPMUtk&b1N?Q
zO&<VvjGa-n!EytnaNs~=z?YkS+IQroNuaoV79I2R>8Ck<hdF}SlXw;p`t$LenHYsL
z`a%A<cJgdp?iuXkVA%xda5rn{*f@LWG^Bi~|6)b{BXDAy0$RE$W%Jh25)U0fw;l4b
z8$ZZv5S8w=gKZnJcw-GXvUtDrmN{xW9vE5<VjXySy_tTIw3FmaYa?#1B0CI%e!Ejc
z@wAs~kZP-q>i*=#&(&*uo~tXWw<-~UMm<{YJufj;7zC^!7jENXNdo0?QO>B`@h_eq
z3>5oujRCS=fY~rh$%^kHprcZBV8l9<IQV?1q$!T-%;~os`CRn7r(U1O-uE|U{lTL#
ztm~#BuC8JLBhPp{yj1^m=QYs(0l*SoT-cl$j8~wow_SG(F#-C=E$j2L6WSb|qJvgO
z!dhjnW9O9!^&%E%8PK=H2#MpE92hfWpIHxdGm-&~u6`%?BsbRr(CBuC>vi%Ikpi-T
zpi~@96aTIn&yQn#Mjosmp_IrSpRX5JK)FM{{HCnMq{r)L^XgNym%S=YlxZ$;uvG`c
zm>Do9z-jVgm7K+_%Z00nSDsAll8cvA=Psu87<AS80$9M!;uj*@spe{~qMnsAK+7|H
zytxAAqRR7ctuXp8&L@EPgn&g$7a+iHi%oZBqG3PTpRVGa6yi*(kbeT7*sp&g7&ov)
z`giLMtJqH7roR(?AKT;%x>9x*DTKTn7i7`m-kM}N0mkG&IILn8dH&I0o#t(SI9U-z
z^mgFED2Et6xgoKpIAb*GjMWjAj~V$bCt*!9(o^l)+9FL7C19o^*0!OVVyw|6m0c37
z(dL<pC}IiS<>E)GR7G{?U-x;1rJ?W0hb~Sx6^MoNZFR?h#OfY^3|;KemV&CE&kX=4
zs?2Q$TCVJ!<kAjN%zCHZr+VPD-E-SM8p5Qx(pGX7=8I9)LjdV_ur_+!NS??CoJ{~i
zCnMvykm*K8oI<Uo=1{}yC*+lzS+1@yVxyA;6x~EM=T(abL`WRZ3Jcs<*v$i%p^9HD
z?V4haLH*e(%=2*}t}Oap7DxegR_LtCjLB1SoQtB{VTh#Ac~q4y-fGPG=e1mNy0<so
zm4qP45w7yuA{Sy`R~O?;{cQqwUU=PcwVGZnSEJU5{-mXc%PMt-@x^GvD&}+4rdZIa
zR*u{tX;DBi{Xa-~Mg;%_mb^Dscz^DPeZ8Do+|Wlf&1mlPk(8RX_Ho;(zV93b|4#cw
z3&F=m7)@ju8D@;=`xUaUND0q(5Pg6n=*v;x$u$e_<eG&SEWGm5p*L=%&Rv34^?r(b
z4`O4oiYnIj{)3gXxi0-L|4X881Rz~bK*fODBFd9D{)*}n>bI~{??Qbak6WGlZ&`X^
zIEkuLU<vh_U3o74)kd2-3>&&sAbP%HXqIN8j3V3*@`Bg<scElkzCO$8v65K?wJL*M
z!QM;0XIRqEV|l-<FoLHInZAt?=6!tvU$c(<qHzS);Y8*jY8x-oJ<8i~;}rg{61UOj
z$g25AC~&~LcZ9uA2IqI2l*Q03IhmW|Ah#3Pl5(_Uy?AM?l0`Fn>`pbRpLTaccQ7dD
zcoJ6$$H*a4WHK^RA7${y6hidO*|RWiuEm#b2;jPWW3aw1F<wntf9|+<+Mk9F=pNTP
zRV=S)>b`^ZU_~dRvRh_ZOGH78Xc-mFyeJP=*QAmhUqsHZn-U*q*ZAg$;5L4hU<5?T
z$D$pgoirb(1i`3?yuP9EuQl<cEm{=n&-zuzTL{&BXv$P|_(p*Sp``w^jF$Z^J{Pi@
zxuH=V%#f^Z#mY}RIKM-ViB{aS-iLCKfk3A7*Ky!~HTAoB#;c{EnMB<@c0}umel)F%
zmzd2#KlNKXEor_(OWeZ(USk&2Ob;auk@n<W6S3aXiWB>E`Yi`(O<o<3&Gsp$u3#?k
z$zDY_SfI_TTz}eucO^D6kIn`rCJ}2WGni{qB%odqO05e+pT$>CkMykF3YwXrmY`LJ
zcGCDevIt;Z9v=UE`2Vr__N+8_N3&AlfU?g1BBbeC<Z~OKxSdB7&8ElUXA#Mr(6xwE
zcFaGy#IH%51057lGH(Z3Z;ROVt15vK3%TSZ-#qDUosr&M_MMCpcFeK?d`3Ix9RW-1
z?nvcOcCaT#quSa>0!<{VgGC`;%^tvG^D6tz|K+0=s-$b}3Bc4@VtQiG1fNmjM*y8h
z%W&p#6gPK1O;o<Jh>8xpBitM(Fo7a>M)a<NM9EA=<&BoP3x)A?KIXIhnZ^?AjJBQi
z^psQBZvl-VRo*75_=Pkj;t`fm+V2jFH))}p?{bshyS~7KmyI%%SX_`xIcy_Dj}2qf
zNGn2ni^c4f&AbuuZ_VvIjxvzmV7`_*SoXe4i9!tFE5mzA8&I)$JGRV^I%PYsf|P+f
z*m-Uh>hSF2O6)-+(#P3b{1iBcK*zva-*uk<HFp2{|AYGsnO{E2A^jRPMJ2t2|G-cH
zM)<^qL1t2N*&`0(_pDP@Oghb+k;c5x81Yr#kL~RX3h4ozN&V#RUTEu`s#0N+_HJfk
zZ2r6o(o_$}o3ixZ1MsgG{RTIjvO-e--BoAES}HOY9r7mRoE9UlQ$1}oC>OG%PdI_P
z2m-D4^}+B`ZOr7PCx4<!ZjA;ilunovAtxl@j>LN^|KEO(R6GWj$-<>_7AQ~*P&u3I
zH_#wgCbo!rc~Y;Q+-$mE8&SQ|Dy((x6#+H7|8Z3J`IdHJsup_n-tELcT~@BY$W6<6
zpTEWn9rI9QF_L}%8`Et}W%+oJLlI`#9r;e1$Ajd`4dPN}E2>Tt)#imdUp`V695Hak
z;FMPl^i;)q{(npb0PJG(-NK!#G($usOp7}c^P*40H!~lbe9|uFag}CUFhxPtoHMgn
z$cTMFh-V%qX0N~F7fo?<hev|btT)BiOV<tHg#YW2jhi{F;#63ki#LlhYI6sZHh%v=
zU3<uQVq6bMa7LigBUaROBdo@`S8aNg6Nt~jR?hn3HXDA54<B5wg1Z;D$IghuI@rPb
Rz*xE^B_<Coggk%qe*hguva0|9
literal 0
HcmV?d00001
diff --git a/log/zPythonScripteTest/err_n_plots_multi/IterPlot__MultiFO_Vp__fwi_CGREGINNCanonic_iterate_m_allshots_5_6.png b/log/zPythonScripteTest/err_n_plots_multi/IterPlot__MultiFO_Vp__fwi_CGREGINNCanonic_iterate_m_allshots_5_6.png
new file mode 100644
index 0000000000000000000000000000000000000000..f2a51417feaf9754b4f36ac38208bd00dbf40696
GIT binary patch
literal 33436
zcmaI81yohtw?2#_hyv2x2Lb5@X@o;}OG`IMH;B>*NH<7#m$ZU(cX#KZ^8o)1`iu8|
z_kLsG7>w;Xd#^p$Tr-~MnFPtpiXp$me+dHvgDfEqR)m3h`X2cA6X7Xv<tKAeHVn*X
z0}1duWtZgr6z62D@vHl^1ozs}SxGeN5Jft~JT~^vfk9~Ho$s4PG2EGg$e0uLW!N@y
znS<EzEsBPx+=a6cUrM6I!ijvKMiig7gQQ&D+B#OA@S0ro^`*EwJ8hnL?UT4~rrK{v
z^IasIBn%q#CAjizm#2^*LsaILa;6EFGB;tWo`4*mz*m%$)%BV+EU$*`XQtIn6Zj+(
zdo&rNhCZydIOd0WdN>*9>z1!`pFW|$P*^jB5^B|`yDeo|{p!r=rkM$YtI#R^p>8Ig
z`rP!WeDI7E^b7_D)r<)h_<A54F2WNS7%)DPFK{oAj0PP>;5ElA{Uz)OF3i){&o5qb
znognzt}t@WuADW&ao!>Y#lPXaoHFo8Bmci|gA6YO+%1CgK#B+xotDy^Ou<xY`po=A
zaS<&oe_e5axI`T5h4m}nB3xTnT^myrPY!T;ar;NvC!ojg!NZclz<d(_;)4nUBbfC|
z5CH~;bmRl+<Elq=GK)pRCl%3)`Yz;XCAE@~XGUsZ<b1{S4!-nZmDQms`l}}4qo0aB
zLHoaNvQli4!!70Obn>o{l$YCYf;QijUa>+D`cvbzZFv$OVdQA0i1ef-_|YbRU*>;Z
z)bDw$-q7!P$eRVo5}bl3RXQjFfHQqk2fg0*Zi`goD5_F+GaUT?G5Ft`cVwF@hoBTI
zOHnJ>8+3131xzh?N8lQ|7C)^JbW#3HHoocyPja5b-{q4$9)QV;dS)yoVQ8O@DhmE@
z+x%lk6Tkmv(U^&JjUi~1(QQy@W_pKw%C1hz+k*q|%Y-y27Oc&9P~z9;+(6(X!SS1P
zhC?&-DuI+>J0c<;2QYipKh6G+TjOV&v!PzecZ5y}O&E3Q&63@{5EsW&-2Se*nKSR9
z4#TbZ4eyB--OR~Er#k*n^*3a-nhDT=rO31I<RbrAu-&;3AF$IyM^MB{n_KTebcN}k
zso{Jq{mwjUQ0PK9cG2sMUPiv<<Vvb%6D`S~0s)7}=(UX!#m2%y9WLl8$nKrEwlKW)
zFGj>xMODzz+4F^v5F6gxJ$-P%K!)~qxK0`Th`amtxQ%Ozwd}afnHm}JYB+zEQm&Ja
zBZJyAcGQ^_Mgyd%+i6S#Z|d12oS%}~AENLsbxDa>yUgzfJ8PbeFn<@;;eV$qQ^M4E
zZ-%h8=B(fcVdkW2xu|wo@X$3}-LjbBb?uot6@WCJbT2fW>2T7=ROom*-f_yLuyItD
z7`ydc!8&t49JU+CqWjiRGgw(k^L}EM#J!l`eqy9})(K7F-Ya`O012Vld;0l<_k&aX
zzaIjtb}7DT4Ovv?T3@q$cTOGfa0ou-u^z=AJM9MtZk=H5supQ&Hm`Jq&Te{FeGYty
zc+%oNmp;9t8~bY)132Z54_7Ych3`-H0>Gy$Quf|_`^s@xx?V=9M$=%n?J2bV87z*w
zoyx)H_ov(DAbcJE!=HLL**FIa+9!9Xasu(?Sq0{^8}vMi-O9DrL~dsX+}3?VnPG&g
z8Z#7K#de|0CL8<udZeS3{BuDpXHu2EIvv<AaFD;qB)L1;u!P1kOPHhau>Gi5_q9w`
zP>;Y`6BNki{`LE=Trn&>|25->m)lx&gVXw?R8Ab$G5m+a$nBD9rPD6wb+zaU5)#Y3
zj5?ai@ugP3D~h6In{0byiNL2rEhU5=f@vMP0?;m=i}`zeG;OEt7n`YkWHA-Qu6ro~
zB(78usGT8!fzqSAw#Rvh-q3jl?HSG{#X;d9f<seGAUGj!wa97gRG7%^H$WKdl#C|!
z*0&Wtc71EM#5DA1G8hzzySu%6zF>+A*We6!YiYVjCVaj>Q7!BiWTej6_;$0%-bTAB
zk0lEE=n3&d93};EUuBhtV3$&6;OHjqZZuuO8}(E7H?v3N$=z-2JddN-lmY|(Xp-W3
z3OMlT_GoeXPaIuKx7$!Sx%<tw`ug8tMD8V*?M<BX9~TtFh~tMlTpnW>3@GDBjAX9d
z-~}4J`n8dfk;;i5r_G()z}#R^o_0e<P-ir!(s6fgF5{g8GFnU=%H^Pv+WqBciBPe3
zpq<Im(-EoW`%?@xqB3t1kmPH{$;HddI9=-jOAFpl4-pmy4LCSZ-_@2E&vZT1S6NPu
zX;0{SK^YKlNLi~f6{a(!gd&4EGXQ#98pp<Zuck3`mD<2S!r>qQnrWy#nAyEgaVqS7
z@|Z_F+M=m5k=sZ!I2W|utHqfX#2ZaBdhb%&k3=)i7`vbE*|j-tuC1FvTY`gM-np#a
zXX~!LFSncjiW2t&;!2tIytR+W(*t+;kVa#b!YnDe;u!yax~BVX#hB=ZyaM>$Dfw32
ziT?%zPJd<agZE78O_{I-n#X0;dUF&Ssmlqggmoi~iivx{5sA9QT^zc1x9=)r>9_m#
z<IA)ZJLpw<b`hlN^6j;Zb#Jq0eK?`ID7e9Cypi*EG-qcp<>D$wW;V$5_hE(Ctz`9X
z!|BTEXj@Y3$jE@n?cvtxy&NysybPAlW}ELUHW0S%hnHAR6i12Ykk99GlZ!ZU==X=W
z<6pGRJ1?Cog@5fd09P4q<M22iIO+~_KAHy_o*BklW)XJ|t};C`&(_a&+Z|A^j6+k1
zW7u!8AA2_g-x)?^o=BXkSY@H+GURg`*j2ITM^b9{pBuRFa=0Gno!(1!_tBR2$z{`l
z5<Ob;9JVHS`&;z$47-**NAE4?e#~2FlRRe3r4K!8!`rwAXOlRu(Zi@!W@~iajEK<^
za+r;dO*xC%cQG^bE39r9N*z5>QF>CT?0r$cIQLQZ%Z2|?&()TqTlZKYWc&c9=tQgu
z@|^iBSUHOvd2%&9wLg<ts!PrD(fTzOmpts1yi--OD7B{g1pX+9o3foDMhJ^Cq89u_
ziY?Nv0MB{y@F}xx=^F>bkeFbOQB!KpcTUI~D~3ZAgZ$c};rP7n1IMM#dsiPiA|Jf@
z)c#J4wy>ZEZ8&~d*zMfG2-&=weCqXLQTDQeIZgY(^E&UR^7Ld6^~X;$@$z1DR`xE#
zxy_~d8mrpLYR+e$wOiOf^wK<<{9{KLp5ja<1{yuoWxU>TeA{ofX8-!*h9ZcDexKL)
z6g5tU{vJwOYN1<a=XssxDaqqrybJqS4ZY1VOMUCgmQ4lM64TdseJ$2)7#t|eZCm9|
zwl(LPmaD{Gmz9&lVC8C_*wKY%v~azT`1n1{<hQO4bjBmKt7%rV+nX7oM%mU=jaR$Q
zi<)cAP;cFMCEc{w8R^0oyJPt&H69y}`}F<0X6-AnuLPoCV10>P7SpZaYQ?%OG5AfU
zTd6k(-d2OD8k`h`wFl6PmPM)i`!*7fPJ=j4^ua{&?tn-!C6SH!b#*5UeKD%tEA-fM
zCGmEB=5$qdLY1rq>DHbfs9AN>+E3o_Hj%3psD}^~6DcwIcPf^gp<^q&5iUfdAj61x
zDV$Gk)L&ztu3eSf{h^)0Y}%t~ufj2g`A5I)v4nv@{1F~n)8R<+`J!7^oo$p}k#5VG
ze^M%RROUYJ6?0NX3BystqQLc87$4Z-=bdK<NwK%404gdP5FF+0FZFIN4#r~w`L9ja
zPf_^EGnzf!T~cZ-CQH5r8hcy<LE=`BHP&og)A{Z+*nQ+hQg8@jNz3_O)vfcZpAQ9~
zV5lChQqEU0P;bR3OM;T@$Y$aP=;3p*I1-jmfgAmrwlgSqr;yIY#j2~_4!8-Msq3F#
zY*KAE=%r%4B*3n&M+7B2CM~ya&njM63;MeOVNb@c^(bKR{^zclcf#k-jjJur@srrc
z$E&r_ZK$qvgZI^OH4q!-90zHg=T9U{Q?=`zA*QocuDz3?o@3n3))$)sDc(cxZlBIQ
zqYr#2qS+)i2lm7627YbdQxPjIG&dDmN`4I^k~(O)2qw{G%Kw$*AUs~vo>p>oTFH)_
z`GJ?1XMc=5)n!kOix}?3W4XFfw_I;;^Wz{Hi6E%GFHP&?+;%SU(Sdu2NuQRYO10-h
z`Wq{@xZ(G#4<+I`<q;#EYI5%+z1~gu4&S=Oo-v}X?B<2<uk^zB<(FT$oUbTykfT1c
z`RH*M{6=byjs8~2Qq|%A<i&_bmt?j5a7F*pzC`7_Le&g^j+XL}rX60sEYY$4NXwrS
z`d!EoH*>mo3rs&tep${*dyJGDbW>A>pQZEk(~vbS0QUPd_n1EZXMwI2Y-G3kdM$n_
z#@}4=-A@&~5r08F>F)$LexvBj`60h9MEjPac8UrW=~m~zgnoYeGWB+3Zn|c=-|KXq
z&Z4TnzG7VzKU2}tX!)ytT(}T^rlXO)t>N@pg*yQwDaOeL&TbN%I+Z<EczE^JyFb+=
zuD$WXLB@MTurGB|%hiWzUN3g!fLy1(l2w_UNRJn43JnOLX-&Li3gjbLFag>zd*I?m
zo!uq!@18-iPE@qJa8*pSo&J@pU5VqXV67EPuwFU+<O*FBx{3puUJu<G+;0V@6gfAI
zaf<H4qi>Y7gO1O9irPEBFueNT`W3Txr3(Fxi3LK4GKglIOuviBb_+25DqawbzXsVv
z^>6u7%a}4me<*fVWFk=dWL+U_5_U&8DtlS?PE({DdlQ``$W@yVvnI-bOEPrQ++}_I
z3ewc_Lx23*5TwG9H~E8ESWaNSYvbgA<8W#fGVeJ^3zQW=(Oj%1=XF_QHG6i8Q98<D
zHx}{y?rP(NfN{FfwKH1D+O)vK%M1GD!dk@(Zqy3cKjOSXDJ{o-;ggMG)Ato0-nD;*
z!zyj5TdL7y+?yyCJ{ealEvdiv;SAg|QOfO7V8WnLwK`Nod#FxfP@ucNYJpQX-0V3#
z)+@&gJ%n93nrijKy8m&K9YZ_02;I!Jx#{)mACsX}np`{ugCYodjJtxO#Hf26wnw}s
zzP5PW1POesu(}?Gt1T@k;y(O&`@UVJkOOtt_b6b_<+d)h2I28hwaPa0SHG1;gSO;2
zZ?}dbzKkGJ5%K8%{Ny=sf23<NsD5`uRVa$YXi;!2jMCC%w|@PKD7f^lA0<&e#EgSi
ze;sxi8m?MWP((vR^VYQoSCy6s?G?@Ld|o{*X)JJRmtxm@TO_lK?rtRsM1Qdv!MXz_
zlsJxQ#lfa7-|-X=__R<rb)vX%<Au2r@7?bkFx&cXh5eZ$%wO9+Wkp4~lN@LdA?~A;
zwzmFh-mmAcR>LWR^4x2~z^CK&^gY36XWazWZlIWou#~qRE6nS66FTMQZNQQ`^fyps
z1%f?QG&NhS=dnRF1XH~hl~0g;6(=YhBI|yJ${<DM)uGpw7h@!0|J-O8E;EbHOO47Y
zhznHZ8;u=zq>p6bL=DZG5X)(I=-LBWk?mK~Kxz#F@*2aMbZyD%RE&TAHt0#h?@(1O
zqROzI$FJz);kaM$ZoY2ENve0;XWH*k@+`d#qRPd1F#2AloXNS$`c7!9QCu`;PifU-
z+xm@Kj{oePkx`5pK1K%#s71TV<!p4Yk2J&cV&Cg(tYNaal;KU+?qbX74+(NPUcG3u
z`s@5!vy(|kV?$uz!1eO*@$9MnFkoGiex38y5PKRmH5E0;-c-5E*0)>Aw2zl)tN!ex
zERTqR*ZY(9oIy2@YNOt;I(vb8Lj?*nZI9t2*lS2z@c1}|_4TMytPzGnJuce#!~~;8
zmD_N}xJ}FLQFV(zgIIW2*6Owizc{55xmYwZ|MzgHlS(^0NTcGk*Q~|syPlro*#I7i
z7sqPbU|15H-Aqhwms$HC{Nqv&s5lNTXAzM}Izx%v2GlVO%Wp_r3~sNB!D9{1lP7~o
zY!0T2#Pd8QI!#BJaJ0m?7w#n9imnTAwE{;|r9e8E?5lTzlz1Lx*NuVSiihfe2$d&x
zfyVVKAy-}*X=#T3?H*Tenv3~$k`299{a&vaNvf)HJmYRnMdv7RqJ&y~+Rl0I8x7?6
zT<7j?E+{jA!cg0xdl5+amRcKyj^lFtd|v_qCxVuXd7a&^qU<h~R%K-!e*bc<{qZhK
zjHJH8xwJ&ryXmGh6keGE=uzAu3-y5AJHHYa(aCE!eF@A-etZ4vxfe6g^=UU$F;Y|0
zF_O4UXH)SW4yHK+r*gi2=jOm&Mtw4#^@L+^2VT?VD>c5caFG`lb!yOLKk0tFYZxAA
zJ5svsH`2&lpwX0JvvgZl|J-Yi#mNqq%c6z`E!nSHhVtf8h77UYp*)GNam&B*LrR=c
zI0RIZ)odf~^6@L*OX2N^85YT|qWsd*_4>_1AGzOUZ=ETJt#Y?K(^*h^Ku0jO+w7i$
zjf0a#P`BJcrQ>a{2U*a*zwN3LQemt4uw0NY&=3%K0KLg37wf`7MSf^%a#L+bW9fOk
z+|N*CFYlInUcE-o2Qn=lm;U!(HeK*&O#-*07G4)+X80)lhas@%n{uj;$F?hac^wwg
za1or*3RQ_ANcFTfcGCkzB=ZB^miFZ;ga+uLxE&0q(*s_CGOAETyJsODjevKSXwQ&v
znt_#!j*s;N!sswEmpH!)TrZ^y-)O|%p7W%2*)TuAYY3lo_!^*xeVIX9Kr^2e=W(>Y
zk(kI0!sn>6VZ|C<iR&3xk->6-c5j0nI=02u*RLk4k%&g(0%>R_dP^TcmyaScR-V9*
z#(n-;necNoh4GI4AaG>h`CbVHsEsMnyS5bAcW{-vTIlgCmwjBRj<$+&yf;v>#lWEl
ztpUgYr`61Y$L7uHfhd^AX)i`s4*(HhmV&#LN|Kn4I76`2I8?q1ccOzTtQvB1QUkdi
z-pG1u)t1yJ7>_PG?I~wKId0K!*Sa%jYSjk!tY@2V)<&(lx5ttaNf0N!suKda^Cvz}
zQUNV+qn4A=J1J+MgXSiVTRC7Mv@{c?I!)!&n)?oS0V^w?fyf-R2h=WDSR0dL6O5Y8
zHM%V$IWzYj?cAV9d~A>g&<cL`!^$zcTlxxNQ)#La%LNQ=Ghbt|v1gQ<%3G4JFBJ!L
zqrbjf#ONj*yq2grVT7?{nbsxkw?k?>No(GXy{v3ctAttfaq1Iizay{Ef-*~=n@q#s
z*p~+&ALTCIStg@c;X29NRVt2_O{dWrd>g-%vo&1LC&q3}ty)q2-qQT(Gjk?9#&8H@
ze|6H(Y|Htz7?{oY^xJ7C6nZ(l$Q2k!>~dI~IOC=;N6Latr&WEps^YIF&1?LlkvyBe
zrjx|;<4FP{fWnA_-1ZhBkcDEe=4$}!DSclzz}7E;5zuRM^ngGJeKo6sF4iX79Zvz(
zC*XS}4a-O1&n;pXmr;<xq?U{_ru&tU=E<_d;Cw2lov{)ChUu^6CGTvl*0riz9~?v-
zj_%IPj<^7Jc+t~_nf(^s6IOs5GDXbCZ9P+UdrgoQZJ`dtzLtd}UbGbZ^UEi&n03^D
zeag&iv#^x=OW=ar%_?x5+!vr&K$v>~KEx1JWpB=4ofpnn09d8_;$nZaDP1yGcHiq{
zcND43<t9aLfDdxtbUh<hIB8jwpRZZtv7Z^<<i2oKTfA6ST~&3m9w!r9=)SX!Lf1>f
zND`0j!6Dq><TrV{ya$}Jgv!`d&jVc@Z-ZYmr8RrgN)4vNJ3J7#s}-sHBcOSJeSQw@
zhU=s*BzUOm^iLdZ8fow+8s!<&#)5K1-!;nH1UcVVGmiCA?78NHI{mh2q!9C6OeTf{
zU0QU4oB~XB%AJqy7?-hbHja*vT0|DUPd4+*1)uzCpIvMelxmWP&?&8fDpO8~pqSmx
zGiwpZ?TBY__x0~<V~gx3i`@xyH-OZ&6|0#xU6~t;MN3T$ogSl(k~8h%xo_#$1=1g|
z3zg@zBK|oqR#C3Tt46sU*YIPt8_aW(?Sy4y=5_C&tD>>f{V7veSi7b58_NX+R>y@=
zvV`{SV;CX9V;Ci<y+FV}d`Qk>NF<j%g(ta#mqq4n6HV-n*?ipL+|W<<g9$^KVpK*k
z$HMTu=Ur9zyqqU(C~+QF>l=LT7CcULc-&c#qeY%Q9x<Y<qGJF)wJ_hgKHq1y-jk0b
zB4EqAU<FX8eP^7eqmIvjzf9LVs^!X3JSUohWKkQu;&He)rU8M#;4VS%6k#Aj3LGk$
z`2-ENOBjN;TlIDJXDz$Ues>S;jcIY`#25l)f)E7lJyoX}iACk&kIH0m=v1`~F^s!F
zB|k5JD}P95X;AyYxz3|H_KQ^jc6Y_B;*T4=tTs6vi|{w_@LVo$z28nCrhky0o1Q|4
z5XA|Yp5iD6I@EA|$6BPFnR@8%tX{Thk7#^*fp#r|1lUIWp=%Tj3?kF&=ALQ?E`Ve#
zf)T7VrDX`}>rC@K^hR%Hp5A?kT6-xGY)=oGE{*0WOK>I801H&!T8X30)MPVT8)iI(
zm>*jHEP1C^SCJCHvM3X)EgCE9zXV4fPktJ<$u|*egACmIQ|tuh!_&r?^aBwp|5edH
zbYs3aeP|mn;71Zb<`g8vfZ@2jnH5uRwl9I@#=Gg3O;zx%vI0)=kb0O#YJN-HmGfIG
z+cQ)4jDof`?V)(&=j<du-i}vS>GXemyMfR)6hJqkA@>S+Bq?eJ&ch>VTfsjf9m_(1
zDin<W@ElZ~R%WrOj=yb9)qC((tJJ6rYZy(<P&=NY78UE!F*k!lmd~nW>gHBm>uVKg
zk=~3D=Xn+=ju8^C6_Um~pR9V4RC|_{<oqrqKIFRWew-sx^6+UnZ|Q9h+5%P?nO8Uy
zVa5s!D#rw{5W%d+-kNkokPa3GW*JUDf$$My7tB%+_4SeVF}|bqA6#ol08cu9$^IGR
z_QcOx<ibAPh$Zo*(YGlB=_wF9PBZUR1+y^2?5RhYW=Mc4DGw8ZPh`=sc{K_{7Bhpg
ztlrtH--u_^&l_+bp7)FJe;5||p@l+VB=bsd-v9gTZXIwJrs*{ayAT47Qk(^TZ>-9t
zn}PqRet$rEA_%$E)OTC_OBY>%x}Q0{Wn2xmHU%172DugMk4m}GobXqLG>Rc(AxWt=
zucj}D(~@3~$CLLxDc%|Y+zjR!$_CJ>lQw<`V|xCVmHFdpK9$nvzZl>jc(GOjw1Th9
zu6UYpa>Gnj=<=L8ndz?yB*)}e)dS|-x`Sg(Nex$bh7u8amF62DObu#V5TtZ6wt`_*
zI|B!}#n`-gX<$QPo-c<!fC7T-iLj3tNFdt-NI=@?YaCWapGk<Y?qx$Xnq~J?EA82M
zKzm|xo?3j#Hr@C4SR@hw+V6|j;Wy@D2^Og(EY71wSIB!yLNbRm9Q0re@%}gplUO|L
z%t)y*@T8xtk9Yq48@0rcXip!w5&{2j|NS(<j%r7i{4MAhX0qan%MhPCC{y*2n!;lS
zLnZytVZw~>ny*d@FNZ;(>?KK3Y4;qhTETdPIcGnK+qNC4Avwg_T2`ufM!jB^r!WgF
zYCSu#Fn#*+gf0bTn3AA@?GuOQ<ii0TehLB3O5Z~#^sg6<2kg%O2#oy8xlz$JJ|!dj
z;)kYzDcGakWUauoh*`-bMm3A1W6shDRF1Zm^!$yYO*|nz+B8_HNF=RXDp+1i@j`<s
zd}g?Q)jn^8Zhuso501o+kXi8L@Y$?alNL-3u+kWpg(Qm8Noc?&p22@kYj{4pz?8a4
zFUi1S_drs9I{X~S^!!8EBb)emwwBwYy`GYq{yBMxMIydhNFXt-!DGBzZY#Y53dOTv
z?u<{$c$Y&&TNqC_g@`g!Tqb+ivJyM|JVY1edh2GZ6NwZZRIC$?6}2tuV+k0mEUCX}
zgiEEtlf;RdDkM*(j;1CJ+r@Twm=)Pz{3Rl}9v!`lKjNSMu*BE;uS3_Z0?zA_Ciscl
zXP9y3#LTD{^t;ix;;8fOc==P?C`Phbvq{4``CB7~<)|4hk^`CRls$FT9U(EA8|sGT
z_xg2HY@VV<kTTJ#1b5G>?XWq+1FIM6`ANN6j2P>1Q`9E2bNn*IJ%Y0F*kpugdYZ$p
z3t#B70Xqhx!5B~eU?=pjz_QRU4=kHt)*nMr=nt^a3+KTL4W5+8veK*DS~k@592jzT
zn&6>_aGk{`m_mm?dcA(x71M8lXq}w*bZGL>+H{?jUlF&S3#mvwf4W->If9)}WP?h0
z7tPI(fk)nu1XIegGgOM~BSx8rul3%kok896WS5%nO3QVUz>|RWy!z$|dj0_ih)Mr)
zrvExdkFYKnUpHJdn~4rpC5b<-)OczkX{Rsty_2;1vG*<}x>)a$3R0>_ET=v$b+dSb
zupKGwS<v|#({CC)F<%mE)McJb8>13i)|GQx@SzV`l8z5}1a-)VK4ocJZ5mp)QYDkc
z^=f+d-3N@H^RK<}c@G4KR>a>dTrhw4^TAB5h;$QnFb^RNCZfX#+~pPdjI0Dvh{xou
zJ38l&_3uW9$k8kcI)c!*WtI~N5Lan3-_g6)!{#fEggg|Ye1bN`a{LAVw9^{P6WGgl
zv9PR)aKE;)XG?OklQ5*c%f&B-C(vKJ3REb*B0A%0)w1OO^C)=x$7BH_LECuxCqMlS
zqvCDRurp(Vrh)m}xJR$+N8a`G*zM>fHL04kV-nBOGt8k9A$B-~^6lGJUM)<}de(i8
z7`%L|NH*LmJ|C>(l|B2O#LNZj7_SqZQ=ir~+a!!}wnng`s{+2&w&qP&YX`hA%)F`6
z11?j=yz~&+9R6#MeyUUcBdEIka`)vTl@(%$!J?w!WU7l^*?K<297QPMkgXPlnH5B|
zl0$&Edt~<|I?s%++;Gql&o-Mld|N!bRY~OSc|0~rL5ra8XRo>Aig3h>cTR3^Mh<5Z
zpR1jzGV2EYfRQ1e_8_N+mlG%MSrzwZv^9QPEAprxKwu0+u!nhw^Z(AOK;ZeC$N$<1
z_{1lD(rEk^7>6ut2it{p#b(9U3T!+5xZLqTe^t&cVby}T`Rfx$%NG^4OBIHc38BW>
zF?kD~Y$s9j<g^rI=L4J<<^(d+u6Rzp^H%b4ZCVF{PD_1#{oiIee3CbzbdN;$a{Jfn
zNZrt4ynjSx>3^?ACK)O&ds-u5n0*=fCUfvpA{Mhk*b=eAbk`gKersl!8JdUT3YJXS
zAiZ7De35c$EW=0DVMzmVok>u-L(<C^(;ERsqkpr@pA$S%18V*D`M*zaJ5ur6@5nxX
zE(KvsYi!Gkvs_4`sTCNlxg1Y^aSkdfR*Iu8cq<@zn+keiE(MJpGdjp7Z9Hm~vS!QR
zN9TD?df5lZf?V2{+AoXi9OSzDWh+H&?ky%hzFhUkJ~Wzv9W|Yl`-PhjT2(7?N=2hD
zZlMIMr>CP~U)h(xRJxu_D#_NR=TDrRtdcZ37akYFA*wZBj?Bei5fl_UpF-5Q4L>g4
z^IXIq%=2)Jswo)hYGV<Eivru{^1Xz?cAOohKdClDuN#0T5wVpU?>0WqS~ryeY)OS=
zdjYb}WTd1z=l#{Tn(j@WUiXNRMI3|X&2<u@*IBPpcoN%)RE%HC^?E*_0~j8wf9QS$
zU0#TRx0ZBKn%Qj@g3tFua&-8w4%<)yI}H$VRH3T_acU)6-Y02k&HIcvJv4=?R-_p~
zrC)b+ZLeLj{wrY7?W{T+pw$NjY*v7NFwcJT9B70*wj!K2`fs4&oC4Y$Ws^UB_~uny
z-4`0Myc@5!D}4BjV%UmT&0fI3d}5Msa@@p_lcCBGn0HuM!w`)*-x{lyx{>G%yWHK!
zX<sd$wvY9OcGIZ;K`N~{p3t_Wo6oj|HwuFRa`@mr#a()_nQx|+k$Y|F&Uwyhc#2sV
zX!VJ_y~$2!kRLSyhv=-K*!LE5Y5xW{QHZ$mj*csQntFPlXCZbKi=+4&8SQ+MKAtwQ
z0Qxk7DT}$O^u5B9L7v#aSi0Mh3c5)ZO7!8#Yzy@m_&;6aUx>3)`c0g!BV-~Xuvw$l
zkG{0HShv<15iJIJZ{3c*P|fCbhE7v`SLyZXcC591o4*yFs+l0O81C0M(LtGW;@j`>
za8Nps+o<_5-6{o_5=G0Y?Yzr#uZz;a&2wT`3@SycqsF8lMS%kG&@kmxyBygSTpiYt
zp^U-&-Ie3vRH33zrb^kU97&AdwG}@cOq>S4F>;r6p_P^5<YeAx*lmqfXZyt;u+P^D
zP>FK9Ia*ia00;}PCIpivswE{AbPZWqAJaU!d0Ncu;+!DE5rH(cg==cM9_7@xat-Gq
zp#*02!AAf>+ET1oM5ytI5&sheZEcnmz}a6cb(q*Q0${dWJ4Y1&Sqviz33#>5bLHC>
zj>{=s<22RvF2}57vFz*$$2iSnWXgZN#!BFDDGAK>L2yu(NQ$Ls1m+>x0kyAkC`Z{w
zh)i1P``Z5v_$)4%5(EP@7T5kH3L9Nf$pY7E8wD%Bmfc(y+Gq)HHlP9MP&uD1?cB~K
zIyz-#y<6PB*KTrKwe1Y0+aEUT$4Me~yWAHEQA^5kZC{U?*6>g^gL%Z(1^Vty*NME{
z)0bC&lnW1XS$w9OI7DCmUZJy@%%`{3_0A8@6=-4~Kz0CuU-Z~r1q3(z*N2QDFHZ<2
z>sNB4kiVq5xph?Dr=0D1o3PVC7MfNeC0EPK0sD+<YnhVxfkqFwP<+ntinq+!KA<c~
z@m?qgkR0p#TX&4%qUm0S`ZWl^`c>$UkMjhY_5@{;cr4*Wg%J${Cn7Sk_4wE)PW$>6
zpfV}}1xKl-n&+ZtX}LyBj7kVjX#_36_)Y?_s=4{jni_vW7V}15V^cnarPZlEOv2Ak
z6=|h4Bv9tlZ0j2;R0zZN;qRO5_(fTcJ6u-u428|Rh>Qh6-l|4Pf;rSczj#^2^rF=*
z5mYhNQvZ)p@5e2C=$2P~^)69+x7tY?KS@@t<mm?$PJwj%h;D_V7F{W*dBSUZxXB0!
zkp(7#G(;k0D-BL!2E?V0=0d-7(cBwZCCFhH-?deTtJut|12Mt#LYkg|!Ss?QLY)52
z;S8XR;RW<8L2lmHxs%WXv{5!<kEPA$dy7=J?G@`5-rQ%Yi8I##fa~q?%NDqtYcYAQ
zTQbjLF)`9f>|F|k#;#wtkRP`zt*uc1-U+c7_{Ubpg&8@s{eJG$-sS4&%|TN}9+S7q
zy1z+U()49vW8+jh`ST!!LxK(x&%>c~Px@Z3n-r04iXiZDK_N*&esLPp-4cLIJN5Y<
zKjL&)Nc`Ui!x`Tm3<u;^Td4iG9A&@YcnR`Uw%s%2)O={E*yI3e)XQaK_)%WOt3t?~
z#fYY&TqNi1aU1Ff>?)75wey*Z$?sKO|APjbi!_-OAuwYzuk*!$#-a-TqsXsSDnt&I
zBbB@;zqmBNxVDHg?ViMGixgBa^Mfx!99;nvG55pv1`uZ?Eq3rXHJ}dzQkhW_0nKAL
zv`|8Yj;t(XLdUgtU}b<wG42;#R3YT4ySf7s2#gt}T%A|z??N1Uoq1)SS42{QT>!hD
z=mwgp@x18Hop%|@=j0H;F1a;FM04CZ?U(Y>EN~vGbz<77c6f6zl>Q?<tA!@?Q404H
ztI5rgB4fM|%b(F~M4b{Ks7EqoXCjjVjR$llq$~ddlPwB8S-S4J4Y8Wl>}3X>sVO`c
z=n8QI`yOg$Nbo{oGVnKu88T6~5x?$`j;MO75Gn|QOWf{z8+8rKTl!`#=Y5wg(cTPr
zsCRG>+ykPPcNsr)rfkcv9@Hx@H0Ep@%D2zs6`rI1fhXm~{tZw1Q!Mfw$Uj1k`wQCS
z9BF}D#kB%D<#s7%iBXhZQH&qg0$D)Umr*^ZL+igOD{{RLsnM{oH&E~@N<(PC;8B6g
zy;&O1_1a=+6;RWCqm|`ywS4z(0T9{kTDyQEmfFr&<(dU-?t%e#3t_z0X=^1(akdO6
zPT{bc@wyF_8ylObqyeJT)g+G&X@>m(vA~C)oUv@3vV;qzy4#bwkh@X(!Pik9^cIuW
zcb(dd7{k*hMB4J-HtTz&zz*l?s{{pX@DQ|MFISW&)ey8qcmXCT7KIcPU3rfglGB~g
zBKBss59-OzX`z5+erG|_SufKh)`hUfr!0bJ13{Zv!4lk#9bnLOCDa^s_vIfV$`9{T
zvL6mL=IZlmUcTpCyuPd_Ag0O?es$n|7am3gAn+_kfS-C_C!he-lqgv34!Slf$5UZ@
z_P|Bh&D^qApYgdn)g5+rA`{f;PBQG%(s1-8SD$w0n!Jx?|M+1rfcVl?XW@RpS0zRT
z2f7vp2GuQk@p;+(a(+%SlxtD@3V792cK2xj9o1Be!)0+<yn!@;uvz(3uhi*`duWMZ
z)3<QoTQ_EZ3+8P<hi?^a`YD)~U5)GuJ{@QXv93E4a6do1K$Vny>CNHT15^s#*Z?n}
z3vjk7D#3K(R4H$-0c;r1LYA$E2xy;dYTj3F%xYnT;(4F`YH2)<KHbZVqsjHsgo90g
zh2)#a!HjBt?c-CXz{rGZK1`JFS3YV7*ay$-HjaK82&A;718MxLl?BMN=M!T<QNp%!
z_-iwjHC-%RR)#%NI%mP_B8qe2ec5>-y=Lvf&RG81ci5X0HltI$01mS!iPAZDH_+sZ
zTt*#$#G9G9_PU9QjX5LqJ|$c2cy*+cZCj&*<jV~_dgdRm>-fr-W^RtlQ;X=OTFqDY
zRs!1?Pa*e^plD;cSMC~X?IZ@ys7h~9d(wvkDuOn-ouc;MC(Wy2A9~Exk>cc=Oa&Fc
z4aFkZrCX(0b&$Gs=;E)BdKV+09%VGy�iwNvJAvuEnzlXPbH9#o`M>j;f!W-ii<B
zU~RegU9)>^ei7FGG{3=tWySw!e%rxSk)C$!sK#QFoxVEQ6s|8)!juR4q>NCL65>>{
zJp8#tBqD<Mi!vh3wo(Hwr?N{5fWEJf&W<5<-%zYPTZVVnID3G`$JC^P>}SLqaC(Bd
zbERH}str~pMX>S|J!q>p(y4a*yITIUVR1k~_|Sr{urM-o`PQ870*4Uh5b2@cLttdi
z6Rkw~+xq=Mb{YZrX9et}3igz~dF=u90J<hTQVgRPnJgk0{wJCIloJHDt^w+D2|_eE
z@uVg<L!o^6*iH61??VQ36#c?6=m^77=tVYYb_uEJsw}$OS#v#<QbMYk`{JgE7MdFD
zGB>R7K2H%`yNg)+<}{-H!JNM1_dj`PGXRk6PpbJvsP{_nj|St<>K}lXXRN3NP_7hn
zVZYfN)N>}htT7zw$WPqSA6Po8C@@puYq{6ps&q1+EWZz-SW|gPM7`_Zw_Yfddq5LX
z#1L1SfmY0ChW+|`v05tCg&apsdw==B=a<4UL6bg>&2xq;$e-zWZ(pwctbS#$Ana}6
zkd4+ax-j2|mO2I)tQ8j2N;pL0^%eLXX8P%)t>SPO{tZMWI)J-2#$m6XMB0+S+zzlD
zO)q86ibyIUu!EmMSC#g+=FluKL)vun6ADm^Xt}C7##3R?otA?{T_q&BUmdBKkCtWb
z3U@@NG)`owyDqWS7}5j?nXFjYZdd@2vla@Tqbg6$Yf%>FQrNa{lSPg1E0)yrP#`Wo
z-=xuK&cjc2qhr{f+3DYWG+I^3@C*Rl57m`P3`nEPa5|a)16csx<Ue3+BD9t!J6oBX
ziz4hLU#|1JOlgtcwLs=j|4^;K3F$AT?Ezn9lp}y+K<X5(Dpqjup%>3h#z6LWA%B74
zYHbbwBp~mJph$T0#j2UWwp8p%S@`cs{x?j{7QL^FpKd-S*~}Vfm0zI>VW)aspwRSo
zbUX(x(s`2hItKKhvIB+%{w&ho_n(WDGTlI!W%&d0CB}vzV4*Z8d}D!8SL@5$l*&_`
zWR_v+j%FgS7SZVJ^ZWSgXN?F1`3(ZN8CRNox=Uvl8c(s0yIVI$!0($gQ$lkZ%ng^B
zM6*nKvMWV-q-u&-{hR@}iu;_25N@_zB0edrL7nU6@(<mIqe1`d50dLk4zgVRZz$Kr
z$DHl?4?+Zc{mb8!2HAvy{Gbn`llfT}G4)KGtVBEU@!f?}`YYNl16P5KM*2FP8d~dU
z<1eM39>E$s195dXZd!Li)1%IlU)KqLE_*+EK%y<H4Kgdwxqz+g9xggn?SoguH`p|6
znof5-pR1{&5i+V4oFD>|BQ4nf2bz7f7wO2~Q^ED`t^9+k!2x#sIVkw%ESN>Y66VKo
zpdDR)B~K*;LzPSuos%fX!nOcIMv{-%UITq`_o%2T8e3kyyP>e9LyJ)T0K5+Jrq)~`
zS1WD~PFl^H^(c0jR$-a#tIl62W#lZ-P!%1P8_W%`+FT)vq8YBOk?fdGpMTTmnM_>l
zFUXcLU8aX9s5%oH2FSx<mhgD-;U0j$wy5E~f5bitB>e=sE{s;cULU3t@@1hb{T=D_
z--eDoZ_J_PKj->ic2Vd~UYJ9fjX$!>^hqD4a?8PvE~(#Ev0w{JZ&uLQQ7)qEqvnX)
zWv48^*gR!_TN2GU5FVQsxzZ4AB3d=~I^g6@tU?vuv%O-5b_v>ZJGva|Zv+yu2nV^=
zhY=QK1LmEvzXQ|k_UZ?MPy4WDMp>c*B=)B!L9;8X^%Kspf5IRb@W%%%3<mTU*eQG8
z`{W;(b1ReB)W!>A(r9!#%G*durtx2nG%t)|wbN57lW$8U9M|Si{pFa2;~Lf0pj9cm
zGC>??1qvy;iDvc`1=QEw4q0A0m1hw~YP(?@@YKbIH$wrpDoksj&D^1bdil`frwb@G
zN!2bk6Bd*@vklhr?yM2wwm%A}D0RPa@xRJ0h=Fm7G_qttUb%SVlZ33-FfWG1>EdX_
z`k(mu^MMfohF$)^i5mcP^^ZUgyy4Gv!7cTjOqIB9t!6Eae0i#uR_XQ>%)(Q?iH&Hp
z)6AS5{t2__Gj=w((kiq~qF3p9+=`mZx-^E`yhbG#hQ-z&0$3Q>GTdxa<adHsK?8Y9
zO0D(1^F3cpJlEu6g|t%A3x$Bb8CF%(4^KQ;O3~f1%k!X(nvHWSJOo9?5gTFi72BI^
z0dLGMdlmw9Cs@-*MB5i9Pt;xz*V_}YJ`C62{rE4!ELpq{-QD?xdHxF>96VbiH_gt-
zkFqkfdaci-%FR3uG@#L#4N{cDXJmMX)?~&}nT0fFF`|g%D9I?CjA8Un-x)G1cwgG>
z@KdsIxkKKgF1Y-{Eielc+ISWj&uKkYPQhF-UIl`<w_XmhzVrz)aaDM;fnY_;GlEO<
zY^A4zz>K}^VPW5p|F6h}G%R`ki~o`FsfdY>6Q^ZXWFN&9;ZSSF{$f-bBdW|o##Grg
zVv;nrDqNZ;qg5pDQo+*tr5}{q%bAm+{SB_ljkfqqTe38oHCafKWHY!_tNI;uZ?t~G
zY=6ijeyZ-BcM%`eMhv`N>_n%GGyNs19}VHl6wHp(AXnE(ER$wgU`il*bl2T4QnS`E
zL6aB$lLkxTRl;75Utg~H8L{PGH-6w$0LV%NJT>u`7yMf&F!11ZAv{DJfE`Wl3P_ZN
zP*a^5XM9Ep#fDI6hEPir(JvF5@o=g}^r;3Agy!*Q=3hJ&g7h$Bo+pLfwkeTBA#%10
z+FcnROvh7HEKjE|67VaMNZqIc{t!;Hu<m+HW6V$iK!7tW$BpAV;$MDEypX95)U=SC
zi@+U8;9#@&O-1IdoCuuc`1eTJW0nx%-+Jov&tL+4)+*tLxg84+w!B*vv3Md~zIF0~
zZ*9V6lynR_2aXTBW=O_j@ao2!?2lTbh;IxxbZ~O?b<EI)gL_%}SH%Q}h14A}6W@x-
zt(g@KC2o(9TXg%kC-$lmlE8AkbW2G0q8B0>RjggyP&k*g(axd$Mq&1K)A&K+BlrkI
z|1(NFFoOSx5=cNj<v9YYH{mE5ytNRpA1k!AUiBWs%PjVnm|Kou6kOHiP#JY&KZ|aN
zd{Mqb*44lui+yQc21e*L*T)&l>^iib?f$_=fiHFja$Dp^C6m~n1&sr%MVb}K>akT$
z@pAbvzP95F{7`qp&DoB3kVh<(R*tL_9g`vFPedlQXZ%y<QEnhqJ`$Aw2Cff@|7U@9
zfnYB<ClfnQ`cY3lp&akKhyMozqVFQE{TCqG%Wvf7Nztub#bIOZ9d<<dV-4nfAJ#i)
z!W_j*_P?UE2no|(pxo&2`=hxFmy%<_P1!1F@#FiMkPZd_OZ<YWT}e@``dpQCaH=i#
zH*{~ra*oK(z6F`kh{_SCc`AGFR6g{GzH;#YYt={6CIbEev?Xm^^1CMdR_r5R>M(-%
z#=#E8hnhGiNvQV&m(tk`=q&Gd&s%Gbb>&KH;)MWZY1*_1^*}6QjR6{e6nn<@2&^bV
zjq<M)_{@CgzkzwQSh|FgZGvHH-8J;6l<r1BN!tP*Ih2%i{CwVVmzLzs_oUbs8lEx=
zmH{EE$pMOb1=&2m=1iNBYNF0YP|`_WY<~S-+=A_pke1($S$3`Y{EwYo()s^M2f{Iq
zZT^!Wc<_*IA0|R#0j=n46+_$cSRo0ML***}0eyNSi*-Xc3S1uN?1Qm2e2xe=W#w+@
ziy+BoU6U4E)qc#bXo(DS$5kH{@<On)!lK(=MaeI^j;CDj`G=qNV9eHGmmrMu<mIm=
zu58UpD;G@$?huV>^a@ipEh&8;Iyk1`fBn5t`u*JVlsE3}Mj6xM^|VPbDlCI@g+I1|
z$_D{a&olkAj;rIHJA|?1eKlEvcntCmJ1~?5G_Ne!O84k9z^nmv?%a^F($&=w%EC>h
zR<l>zM4V14CxCZ{Ce=XZH7AQT0{~DuJVBlxm?g_m9dn3TmQf*lC<b7bf`C~hl}TO}
zpx5`O03dg|_wq*opl;o8)@nWf<2g5)O3}=cBYimE-NG$OV}dvolCPsOUIWNnNCvb3
zgkiK45bguG6`v}Xn5x8IfCnMP=<aN2_GF{fbg|iVXFUo<0Q$*=x8|c>yTE~m>w3@G
z1BgF+XO~`7VLlEIN@TkGMo=nHJG?@fX3l?p>F&IELi2$3I9;2Gy&@W^Eo1U-?{Soh
z^*91l&_Ex5zm0VPJxR@Pa(A}M=s{alRc|rujsq5HEz*9Srek{{0IAEcje*zbhJ8p`
zWZ!|=8>-anPl0z1qpneMxGFQ5N<fbfXp2`$YjrWhJB|NHiw%n%z;E-4YNwxtsVGA{
z4%2IcwxB0rO(&2z&&|9qz)-*xAc6*9wcD-6Ae4ps6R%szT0n&zH=AaW(UToo5dHT*
z5Y@ApAGk}>MqK~#74OiSN{=hG{OIu(-EH98>^eFeWooWhpB$dlVf|4SC&_qiMbuhY
z>;@q3yAS&<#w;Gx>V{i*dt;+LG9uax1<5ktlMT;ik1GvzQq6GDvmNSU&kTY=(Uc+O
z`tS<nCK{4q81$znxp?mkFUNL{vWlXU*vwfkB0W@ph5Yu&6J0kHP@2s)d;zf-Ca(RE
z%H$fC$DE$OFt1vo<fLuS@}A*%v4XWHRFutLA+N6@iR+=g$@)3hj%YSW;z!OfdT?wN
zcV3+1wYz59En|1sSGEtoZKv&N{wRc=m9v(*uqF!HDs<GGItCB{$K4v#hY8R6efB`p
zi6SGg1N7pR%}xO^Fw6(QGA#hO2*6MdUEe$jRJe-LBXSBoI1I&g&*}e``u*z0fPfk!
zoLbGRx<a21&2e`kg1%Hs+eqCBm=xr{ahRylRg0Udy0QSxc;7GdV-m0!E&?i0_1fkc
zshDPD72HSe*sv!`&Qo4p-6*jGkUf``jtq+2T+pTfKn)_}K(Us#igr__LFY=k@U<-e
z@*#N#vW1q*VCu}NKniy(TV?%&h|v_X;093vK<B?3s_#X`TXdyAx=GtSQ(@FOSC{5p
zkrx@r(7bi|<n}_ZT~)=BG=oB_CHZ{UoBe->@K2AGcaji(Xg9PPtEQx-P0CL>#<;Au
z{skXVP6RY;I~R3KFW*}44cQMQl7_H1KKSJ%mq|DYmz})cI~|dBe}Fj>I2t<zz%G~V
zit2EFXm3U<w4*vv&c6VvsFvMrv+8qMc$FYDX^gFs^=qt$;&fJ@JBEOn{FfRiwTty#
zXxgNkLk}Ehop<$awI4Pmj2g!>pCKaGr-?*K+a;G*#=~;cw$@eAaO|Ol7QfUxLamY}
zf@lzy<A1=j`<uTWV=nF>l1ZL|+prcvlflq8z{;^m%>3|jK0qFBXOz6t;fXF#rS-?#
z#Sy=?Yyqeyr_F(;H2Pb8;P_V>Gd65Rwk+D6T+P?#Eau-E-z%#@NHeIZ!cv{qsgEu>
z-M=?_2)bVVe1Xy9eN}ifSzOo*X`b}HtBkU%V15n9^O(^u^`?ey{gLMxZ||u>XzoAm
z8%V`@UWL%!yDsu6g@hpD2lJi%w!!wUH(m?$VWA`dT+d7`)vX^wd^c!M;stRJATIMx
zn>%YpE8gHF1t?_H(J~F_po~C397-c(fj0Q%iJFQvFrJza+S1b-Ld0EBlus1}j1;>7
zbG@-fEw=+yPxcsfA7{EyVVc~Wu9g$T9@V5r%C=kIfYD!t^5&z~ja=@c=oNSE7)mjR
zhoLc49i$2kXlXht06GFcs-xXqfJzS)O~q<1)u~zbbtD0&^<tHo`^oH7t}`cSrrdy$
zUD0b|()Nj%fzy5oSq8vkCabtCH02a9{UPhx*Qh6D;xCg#LTHm{hSC8&^K^~2l9C)S
zUk2g7s!EdOKFis76q8bB$figJ=H=y)(v!^B%S^$t>u&->Tw_h{VkR*u{i@Tm@_y-<
zy<Nln_Kpc-?God$N_<9jAC013NL^{TlG~0Rab)Wqec&>~ETdS%bW<0)pg?=s1d~-q
zy=fgDl-!1HY(lYaGDGppu=6}K`1I}|nj<rRrO~NG%{CgdE;Y&Gow{FXdwccIi}2=`
zC(24@VA#v?q|m(~epT}gN)eL9edwDv$>b?i=~in;PwUsFXb|gT)k0@5rEDz!B{J4#
z*S{20==p9_DUAsT#}{=N_lN6%K}*eAV3^MRDxWIcVrO}MB-<j$^bi=4Byo>+x<2mh
zPxGoV?y8k~O{-c$m2oi7oi%x56~pL{bTB)n0Zdk3SYiEX>S45)jmMrmG93Gq3#xAW
zXW@aSeOqM6Qq91)HTZO@WpTEtK~#PHzcBY#a*Pi^EckTJzA{lm3doRyYDMH3ZLj7R
zonty4Sz1&BP5S!_`rKsRn(w4GDn{duoV*d@ho3Hws20;Wy+!o&?%HuYOZAq+2Y6}#
z7&eK+s^zYO%G`WcJqCy-&|RWIjNyj>z_gS!he_q(txRX^Rc+mS#>uasJ4oUQ3`r~=
zc2Zf*G6)z7eyPg~|2LPBot;wJyn_UC+uaY(z1vH5JyF{OCcXjvEeZYm2cmJ#b+Q-i
zFio+zSSxqoPXkPe>s$m>0=%EefQH+7owqA6w`|ce^Dsc2AyNow++7c0yzQLiIY%O#
zI-$ZLoRrT7Wa-;+yNezc%h>`=_5fK53@7kJh+6^T<QTQhH0Qhh5bWZC-Vj~4?jsrH
zx?Y)>j)zGu25fi%vAjf$Z`R}ki#XKG&vR199hhVEc`BE(=<ZMjBs{`~UUm|a%^C!A
z2{AYPtdOruAUCXJ3`SC7sl?iTm7IKFBt@qnk`ynoOt<PuBf{f8sc7#@w;G;|h$E#a
zi$dy0@lD^U04~|6f>|uyq#&)1OMHx*e?x-$(*acB{Tnk`Auh2u5aJcky2)Lh!gDk3
zSkH|C&50ide}uvJqaPgS1%Zq+m?N9u(fVdu2&ga$OI-5`%#)xySs0yK%xAwdKwjX~
zTS#BSfmgQbvk355zEZ>D{dr%x!3fF+;4ggO!ov$8`3?X>swp9tPmz2Re0;vqn}x!X
zp;^t=>;m?YOFL2@_qTGl*pYO1z<0b{`lAWX&B2$TRI+Kg=_atDdw(+?Tde8qxT9<b
z3=7L9vWRk-#Tk$0?3Xr`f7mF>PU5g$th2DWId2E5B0l}OGC+l#g1w50*02JwHg_`w
zB>l<NMbk7$Z4VP4byfM++1;^FVCL82cc^(ZnN3)Q<lORZV$~1LI(^bA!VAo8L>er&
zrzEiHWy}s?5+iQP^<%7Xi4q=-%)d3HH!llF&c(ybD?U}BJH|#_kS0*XuxGpvp_Hmb
zT>F%DvriFOO=BJBZ><bypzO<IG4JbQ2Va_=9Q5pR6EMW_A4^$07ovnyi*kq!I=Rif
ze6l&WZ>P+<x1r;pq#99H9Cc%Iy8NX&)G*2QB+iJ+r!0wpT(dNs=GywNw$Epq15oYa
zk_<w9#2x^af2qfQlY;vAZ7YiVOkUE9tf)^=3dAy}@I(kHk)EMhdT9o~^5yuNFG|6@
zg0Ym7&&)bHa8LWp-3bxl+|E}Bmb&+Cc(l+{8Z3%|OcIQi<*6%jEN=7~9RUC*O;rjs
z$~qRYDBtK{45ij}8KgfdoSaw>iNy(-sFDk*36`Y8@Rk0uFYL-XtZG}0J(v@Y#F=p#
z`_n01(bhiRgAF}!O$YX|DPfjz@%Mo-6ZU!FRF{YzkwpDD-nHimf2BK*%|97@!SEi2
z8g=H=p?#)F<`_b`qPT6Cby%OQR>|>qT9?m*u?S)_BV5cGOEXduV+#cQu(Av^6@^|H
zV^mtL!d2l5kO(Qo1jL3v%jFhe^3zRpw&4}QGpT%;PR&Y=3}&Yp!VfSf8k=(o<#w*%
z^<Jwa3~>#uf6E6ojhWWL;v0+z8ylL6Ebryj?zHHfQut_JUY07(<te=w^6`~>-8buN
z3VY^=j~hT2feJ!JGbZ_OLFnTy{CC%_|L}=8*z}1H@^0uAERDgfC!=PgCR3o@DpgaO
z7~g95OLSwoosHK9Zk6%kHPlfa+=cNOo74~?D&4T0uyB^%BK_6sMD=`ELvwCd%qq(A
ziccWsQZWTn(pnTh#5b(3Vj6^#r}lg!3JkWBdI*M1!QCSDuEmvk1TK|!RJ%|vZBsCx
zE<rGdjG0L9h*$#`pF?i)+lfAE<&EkIbXK;34*Gy|tIvXp8#P}ussC)#$JlQEzZ}S8
zo(*JkVFUh%5E;B#e1%+c*P*pSTW{y@<T6#H3>FeQ4v@(_V(=w;PF)_3mst*K4JM|A
z8|AV-Ui$wl?5xA0?AEsbSSZ~fB^^U|NjZeT4Bai=ARQ70Al)&f(%qdZ&Co6V(9+!q
z-won^ecrwI`~7De2Rd`Fd#!6-=Xw4vCDv2T?@6`Bd-Od@GSWmiXMD+TdXOj*c$Ny-
zwLbHPvUij@NJ;k`({7wb`Z!2|pBe<vJ2%I(@{x~48a%VIF_PC@4uT$S@<vOf@P5P5
zq|ZLkYYJCwLvGVlComt(?y6_VWOEng+OZ%6xs@lI2BTL>2BjXoQj(m_I7(hDa4^-+
z`LYClo7mc5vs+pkzhQZJ+gHN)Fiu<ck0!+JWBS!+`qgA*1Mbfkr-V;*PU++Q(9zkl
zo2C6Zl(^%j+E6}19c`~fRR7*MSFFnDoSr!~d|}1IK;~rA^EF_Zm`1TPp~6|UIS($=
zB%9op@Z%{*U6i!461k97k*_WN-slheQE8Z7LWz3064*v<M>zzD4VX7;h*y0Uv;~+m
z%*^3b*rxl2wmAM0Fp>mnS$y$4-RvCoRDL|j_iwnS%4F<@ez^ybDE#*ZT1RN1go@m1
z>+QilWkw~P^~5_3$ZFiq47;UgwO^}nX5ZZ-+rgc{=v{ZpzFCxHt$-)|;!l$>IRd8s
z@t-X>j0eSon^Di6I9=J!8afnJ;G|}QiI<~yL4chusVTIrBE(aVcoo7uhGO2-Rr5`U
z*)0#s^Zq+o<Y$x6!d<XqI93OBJ95o8J32!)J0qs~qWI$8KKS5{qcbd$9ksM51m-Fd
zN$Uk#dHyI+QI!yzsQa)Vu-)Y<VAXY%bt|VMSvz2W<Z9709D9sTkaou3N$2$FYvJ?w
z##@u^T4SztR3gbGODLE2y%x$Ww;uImIjBzxV-sRn^S<ra_ycO)G2(JDI<Uczsr`D`
z4@~2KxBUUveNL&2;&O%26Oxa8+~$@#-c?lQxFyt&N(DoN+flbi+A`V1{DvKSWr`FM
z5xvX8sa5jGGdSDr`w;5~NlPW5N<am}E)@bg4g={-Bnbutgd!@jwXA(L-B{vA%2*>5
z)ht+JUCKHWf!;scoiJGaaBLI~0~?SzF<3Dn=?5t(>YK@QHXG8@w8dx9ys4^M{YIw;
zwC~N@wRtT~q{v~losc=UyM=grBW(2{r?A?%`6Ry;N&gpOFweWK|DL$d<QyY~Lvb3a
z))Ya=dNJJ<S20;{BP>aU_6;RD_A-SOmux_Krv!Y-h~2n|=|o+Y_;GyIfV^X{ZIigB
zU9t<#gl94&LpzEfLxY*|yyjyp^J<B3MTq}>sFF2eZ80Fh8Kr^RG7I+#%Uc7i=@kX*
zIcAW_y@;Qayy?LLZ^O_Z@R4F^_-g5HBT8c?)HZW4oP1-wwSs<byKVdX;1l(+Pdxs^
zPz;9BQ8aTuV_&u+8|klPp9!Q$O~4^h56ykE_ARyo*$vfH&HzmIS$M5AD@Qwh(?lo|
zwi_d>tmsX3`6Z+0V`59Gqn(ZYNG`ktD=m;zJiy^i=9xyIE%F?BAbsC`KFs9q4pl$&
zc^Jl(dX?xBHJ4s&TN^u=1UoPorqL|Z2S!!2it)Xyw#i_FYMa#b+)L21VqbRauD7WF
z;TEbrA#mH){q>)eB|>)vJT`Av?oOuv{kDAYXT1P`E=e#KJ~mu}=OhXJ(G)=i;ZON|
zb?wUiJoRjG%Bf?Q)eQn<;%F4v?CG8=A>eNU5{H0bZgh-vd`{6{<7Tx3S_HDb+3>26
z>a?;I`&UwrxlFdHABOC~I=2(;i^L;fYRq=qMjE~@-SuQLG%L84Z2L)CrhzlKtBL(Y
z0ekdSyy-?Xt346!uZo88)RH)Lg4Sf8JLg$G8WlPRMff=cQq699ur8fZiid?3!L?%X
zNNYVrElUgSVGhg@Wm<&_X$<yk0yn6Uw-`4c=pP$|MBm)o&;QsVKJYc)>=5yhwD=J<
zV8P{zyeQ_+R8ASPEh4$IJz-nR40h7QQO@@mUIko!)s~@kmQ$qVRH0KqmAMyVF>-PA
z%FGJIntUOUZ#=*ADPt^E68qpoyUZee$0f@EKAtb?+oVP3*pLkT{M7^1C-bKduyS7+
z@!2!&DJdcexxuyL-}28-?2TeQ4kghB-5a%FS&oRw`x5Oy+TrBp{xhlKeqpF`D(2C<
zKKAjCb~%anFY{0~O7NA4EmtRA)k*p?X~#M}qS7d(y)`eB(-eprYTf@+USk6iQg=Rt
zb{(;t-iGxVyw3iNQi{TYEJM2wiA583*<NBxE;0KAG!)_Yv9;i&N%Rjy=V8l?WL3S<
z^~xLYEDn1m+`mJ<Ta{@Z3V=2X){}~yoIok!RW#pR>_a#LY&-*PH7VNa6YL3jGh4e=
zCL8iV@y{kE{KNES*&8i&gIVAX{MESawOOBe!&pFY2TnztMZuuNqXt?(L&PY{2x&da
zM_jrQ?06=N*<X5eFhmG-u~t8V?dLUW$g5?~!`W~mu_4u>U<^#cXvOIzRA)oSdD@Q1
z6MCD!CkC2-JmS48QEqh?f5aDJ-+wLeJ2Ch65V#XJfRNOzwe4XV5x$>(1EvBQ_5K{Y
z5-It6<&2(8!B9eQ7=F1cZtO7!wN6Jv{!Ya+P0$WVP{x-rJXhi<@J5dGdZnn6SVGJ`
zICG@^s5(9L`KzrQyUit?H?;`%C%U?s?Gsjw>JT`Hv$Ac+?5t&S=;s)>c;2jfPbrn$
z6Cq?|AG(UKrRY;}uT`vROEW%{W7fZAa0*&%2vkCqsp8xk?&87~@=gm}8}wF4&BrlT
zM<gw>0=x;iyNo^Bp+8KfoOsx*DHZ*R5wsidKf|Xt8a2e5mx#%nu7M+>`9UlD1a0&e
zA>h|<wQq}1F!U)!b3um36U={<am^T*RsKHIA2S|<t;@tn-`U~KdPdkp#`e|9GGg#6
z+DKR=D1ugVu(0zKRE{VA7PTJB;(S%HG`3HYwUf<lXV*+`1c51;HP+Z*gOlQ4Yc`D0
zisR06X%;Jm&?JXufd;eC4eZF>D~KT(1)T8<DljGsup@N4)ZLV_GA)o?_6TfG99N^!
zfdm6{o0ni~CAz63Ib}6Nhf49xdl*<0r+~%tCM3VLL1>dIK1*TR8^!MMXYkX_8lU0g
zA=b*55>8iiQ|8b3UN0?_GXARa^!=Yq@uyxM-FOI>kZ#T#j6cdCnJNnK3V&9a3|3Uy
zZ286hoV30AI01hyjce^p-25ht$@Ib(<sBbHDjk$)j+F7&ONBP86~nshUNwbGlV#e!
zu&**0ZFFNwTq&Vv29_L4Nb?ffROK-cSap0fsDztI0i008mT~+73A)f{(~2XApMYap
zuBaC!jl>o)d{#^YLT&kepFLSE$$XcRL8s$;7YoxEj^@)?63w`e+~KVa6JK@kG`8Xy
zk<Dxk6a`z0Jbkf07xfZ<78p49sjj28;f&E_GQIU1{dRWTmaqSC7{TOwFstnDj#9fA
zn~w6Xkmy(D$fuHDa$jCKvR9b1p52d!4vle9a442JXEqPpOSff&%bJK7Pp!1Kg>;Ek
z5-L!XC4uOp(nJ(#8kU*NF4{(6iud!rr}lyAUGf>p#+t_%MibfZS@pb8OU`n-q(q$J
zrjQ04E;d%z-&H^=>F3=q)xLHZr=-6TCwr3m9D4yyHEWNEUj*6nP^SQsD#c8uw!Xn~
z72X&vesp(+-iEB$^aK9oO8J$m{PW@E2R_LZle0viLuOToy)32nc@5^JGkO=OosMP=
zv!L#~ECQF9b|>XzlnTUvUkumc<;qn0M6xa`hveC>?-xq($4LgHBOfS)axNKJKsDZi
z1Z2pUN3V)vt>M%?+MIGm+r9V@m~9?TM8d*qj=(U%&_E1HTn$JT;lorrU_bX`Qb}+2
zjGl;Ecg`b1q{A<+W2KB44^qn*(t@`gfgEs;J3|*K3WF=}ztI;YjPz$U-R9N=L^{Fw
z*xO3=FR=tw+#6xDb-+aCUi_az>ut#jm>ouB-{ue0@kp5m2eE6y;37y5E1nSC57;cw
zjd(6!3OUnmlpLdvLGB|2L7v&n9%Ph<WQ4bm1W`N5x<MN|DHwi!Wn5JVuQD2X5klP{
zL(jgz&mZd;lQr=U+LAB7^rLJOp2Fc2+%rvtZxIh1+o1X>Mo?;&K06%+`<BsS7<67-
zY>81sQEwQ$V(QUoQ)B>gns+6&#j&>7mZS$^9K1kTRpO`o=pH{!Ii!B0X<;gUM14<_
z^lP&rzTIq^gGd5To=pATj(@#_K<d#`^EFvCNG5qcmw_7A_dv>^loPf<1zaO&utWBe
zX^vd090I5hT{W#?sxQ|?bynIN0=L34z6(m3ZyTF4jw$jt#*gT(AS;-`YpDqErIowQ
zEou8nA+Vw|R_|f*FeLm0>41WEroJ#<O@oK2=iPo;gT9B#i$+-`)JmV(gq6PTNV4x#
z(~Os<Nj;yp&a_6ghHE2Miy{}Wgxp%;ZlA#~$1q261OIj73BFpvWH>Yfj&MZCWAXzq
z>0=)30};cR4KI&*lH6#g8yk1yn>@zd6)ogq00Phskxdd<U(fF|%jyN}!$Q~1NkCt}
zSWmCf(nY4ahy)05q`0*!d_Xv|$-=vf5F8Q~{x_PB_fVnMW1bKyEPzAfK|zhe&#vG8
z5mHotwFlVC{iuoZs;qM+kAZ)?UtsY${?$_bqelXdA-{mI0=vbJ=Ms2q#V?M<l~_J`
zoX$UPT`cuQX1KCj?PgFb`f}FaKYbkcsm6Q>fF)`-niw7!(*O$E_kfn+>$$7()lYA{
zR5^SBv+;zj_jQi3#$(cv>&^1eXWUj_)O)mnkOGk{vj>1U3KKrN3Qc|k@H^t+b+@8Q
ztB+M^$*o40AS>owx7Hx~5>1*V$#K*F-UIiP>%}j9Ddm@oa`Zri{<{a|jqw;z9s|sP
z5DTCrSmwd>pQ2s`4K<XoRaPEV&+RoBYjglW!#Q0~zq3N?dH?wbFHu-7`V=1jT+j1v
z++V+>414MfFq690?eu8u&-d@aFzOTzrKaSpDWUJOS<y!Q!AuOFaKqE&<0-4%P$E#(
zgGRDJvAhQ|lM60kg`K*V&yjbJ5cZS&K(xyQMXxs<X&OShfg&%dYYJrv6J;D!|61zk
z-c%Poc@curN)%p<Ypjmwmydvdbw-tkrViS-zC9MPCmWk);8v8_x6$UC619B6HKRQ)
zJ6MU?&AIw|?9^m9mPId4TI1(M40rH*b2!2=0B|V*$W8mpmWiZKHa4PouJ%CPWdP@;
zuAo4T<3Z{hUAL`tCM{>jjj{RhVOg$Pw_-t?&G2Dal9NxSrb4F!Q!h!}J_~qHRw)C}
zS53ay(S7d_fD0A;jO!GJxLlS!Q}0BTRy?M{^X0|K^vU{UWg-OfT(0r5^|Q00d$axJ
z;A0*xWZtVE9|Ft(HTKQ%2>ch_;;k0VGbKP<wx@^;Lr}Zn53RJZ19VKU6=71WLEB=X
z^o$JF99=-(kPy2#UYk{Z=XvsTC4Xzm1z-=A-ojHvTuVi{Uw+5=lRq@191kqo#H+(-
z;|W?B0*CLZ7msU>k-a$0`%@D3_i0GGyZ}VPjZ#+`HD^EuTnzvI$faj>?$K5Ud<#9v
z7iWMd6!2pqD3o--`%@Nt&hvy}W88Me^iv<Oyos&kXo7`n&h7)@8n74uIGQa=ra+NF
z_t8WrA{Cb6R58MnZ@dS?sVbSUs#Szk5HOfsf`BXXjuM`CYtO^`RWHd=FbSIb19A<a
z3k34iP-IFcW~$hdB5B01Sxo8GtL3afu?=gQxnu(fBWW7Rpi>rIgsd$zRa9)#bH2vK
zJb2o9P1BUWx(|mPPitv^bU`%SIAFNNQ8#0s>aY|~kCiK;#si18X#3?C^e=+?b?qZ;
zvEPN+a%=S8KnZJo7X-mtAo+yrLHP5lV{l7{o#DqMhq2SF1oe{FqYnN3+$f9HYM(T;
zdu$tu*gRlGOgdG^6M#!*a4nlOm+`OC8}x!O@h@fWcqFQ0>x;K7MFQ8GGx4~~M)wU_
z4SRqnBs_Z=Z9SEp#CbdrVO+bpG-h3Y1*mMX#vxCIcB7-(>AL?OqyyTpajgBAXhf4P
z-v^r3u7x#}&pujSH#$yC>S>?#Uu?(24Vu3ETx<&=sy<ntSl;h$`qceQRc)tXVfDl&
zXL2mxG>)i9Sgk>05B0XzG=lH$zdM<EUU?H|F&-`N@3p!dZE$1Ib$3hAe>$%H^FtcN
z9J;t*xsA>dfNnJeLQn2ToAxKkaZX!9O}UZ3wiI>e?(5ogwSHz{fdc^S1>kUr@NPi2
z9a<?gX-aYgJoaMS&jM9dRdwtql2ufuj<<%lw(FT$n6{>&`nPOHZ3QJQJteKVU}dJC
ziefh?o>m^Dtf?JWeE`kZ_{OPmb7)!+N2kte3(!0)H>z}iUAk!}B^Tg&aOusC6Q_=F
zncGEKD^3**cxEQCOU7Gq81LfKV#gW=7_XIYS_BYiSF{_Yv3)RIjD}QXSkag+W64h(
zL?4`LR$bAtk{fH&wJm_d;#NI2QzE5xNTk@1BeAfWaFjx%-<52;<m33V1Kh_wY(C=(
zdWBpU<EwK-UktSZp8nF-{UVv8i0*OKq-XYV{47Ic><Cj0xU;A~r41}NBHDM~_y$pp
zy5pdQZk8Xuz_D<{?{l8l-;drn-pp;>AdL%os+*;3>-<9<Dh5OaMn+bb+W;l#{G13G
zrR8*sOPG#+X(hT3oAIajU)du7!{^IYuP7In(?{az>+6|w?BxqAl-n#=tB(}paK74j
zVBirD6(nZU{u%BtnujW;tgSteD$0i0crj}LkcckIKF!WR%Yj$}$BMrm8bQO(2lPvd
zmS=sZue)}xcGUr%9EbaEulJ>bQm7@$FW*Yw|8RR;xArT?@iA`rq4tx7wr)RreSwHo
zgcya}X6t<Qto^%gh47o&Rs>dBh#~k~aCxaz?%K3H4~{xMvwI38*z|Q%7NvF;<z)Xy
zhGS`5nw<OOw6)W3k@d~=`uRrH)b*R&v-={O;CO4|y07kMasO16CxBkc)^Q7Trq8(b
zd;C?C1~73()spRIP{Y0)9d`gKp78a{C_mJ#M5qQ3ulwX>BEg?JWE|(=Jts6{KVACr
zndb?BX_F9J{W-@Lr|sA<zJ7Nknumt_1MD((yr3ET4UU`8#{t8R<)zB47?r|%=A*#3
z9ciqwrV#G`%<XUn_(9e2%{z?_4hrPnaSD7GaDVnw%2c^8AjZFZtRi84GI%+VJs!Hu
zTDlz=h8-JX4#?dmL7R&(o8J_<;V<kO>3+FFmK^xL@&TQQrYanz*iC??l*mxU8RxW$
z$|sz?3+upLO&m@LJpgfq`^l=(bERR8NhnsB2T~tNnXagS>O(dTi`eZ-&BRztW29gc
zASx@cVV%#{yr>V<7o&%8lKq-fUVT_*c9_i%HF_IMW@b{JK;V)NxRNki9ybB!@*0Ow
z{$z=ht&EO&SYJBY-1W3W=-Obqp^0_(gY=oLA<q$x_N4ggdb+G~-_hcZwp>OBiRV%g
z%HPUTb}K6~-?5rMcTXv+!PB@xlbj4?k9GY5X4c<%Mb*ldE4L?J*+=wqmTFG;jW|Q)
zQ7ARnQG<vK$(*56ANx^Sua85c)FA5C1#Vy*b?Yvc%jD}-M73>?QXdsi=i<w%91+GY
z7h>NufmxFXvkad?>OSP9M31mGXvcGbECGlweuFEEq|(=D=Yu-EuYNVS^!zJ7w<w(h
z2&&9p$hMi!!ApE5st<5k+@$iH{a2dQuC5$qc*^<#+H?I=t1_J0^QTJ{f-i1arJpf>
z#k(n(2u1$BYk1n@V#3YEMWK|>S1~j3BPv9L5<_!q_=AY@MzuUN2OWikVnGfM_8?Il
z_kwZcju~bKPdD!;+J;LhQCpqANUa@kGb1oa5G&$o*RJ+i0c-m2aqC>JEOTqK2NXH@
z$>B*pN^LUqGLOvC<+LGVHlZ-in}wAhxPf_9$p`}ug1>n*?$@w(3yLNjONmF8qe7rL
z<s032w6G*f<zyeUjO{LN_5P#0M?A&}wA5K!nc0+yTvqgJVc0Xo>gvkrngkGL<=A`Q
z_{WeQL4b2d<n3*14UBT*fxNkd{|jQG#lwWke%B*S4}Ma<E2;VETV%JGQmoJi1f}<*
zw2%bbD1T^q`<}v&CLBo86(PMEvcACr4h+Po<ByBsXJHV~#xyo<G~u-AOqwexKBVkR
z&%Ru-B#HPj)V(yLZw*<A*2-YrcO2S$R{uR@Ae#JOyG&w9Do+O@eY*L*`H|m5YTM%e
z<0k0X`lTkZ1t7w#6r{%(NH3Lgw_<hIw#uJg@>R*&T|If1GNvhRz_+!~`VJLoMksp7
zrQ6OS{E7>-;3uD@dM}6%+)u}jz!Mad2m(IffZs0~4y>f%<@eY>`-r>uiwA#)KkV=^
z&m~1VF>Io2*mw81actg&&PkK(=U0$SByJ9Q+>8Gby*6zW%2vx{72qi4M1F6SZr%tN
zLVuXl!2|NCiTxfM?Qmc$JLBV;A7Fl!QEmox3`XQNMiV|`_-?tcD;hn1^#c+RBR!ha
z)7tGHbhNViTy`@O?8P39vzspeqlZQv1DiRH9~%N1j~>V0$em{QJ&fL<s{K1E`Fobx
zi@LDMp4qXO*%<4lk>vBv9r}_anwFtPRlt6h5e8-<3EC?vlYpAPAppdB(Mm|IVRoMC
zflBlJyGMKrvM{*0*8M5iHmL6s_6n`Nli#3PLLts{mYDy%0#KH7g;65N)J%$vqe`Xn
z-+Jmqt<#+^|7ZYJiED~vR$M&?>n*AvFUp=Z+n)t;<_*R4=K4wncu6y%ILHsL1XHJB
ztv+MGgvX&hqS$&J&|*fPTVg$&6ctF-($fXCaCWpO@@-2{Z>`JQ%GS1R8mN7u#GPV1
z9=&2(*9|#_1j1m<&?<BPhWfNeZU*JJK^qX$x|J3?8Q+__&CB`FdV(!pCy6PdS{gs(
z?b|_1=i3A3Ke&&b>1HYaS7zlVNYyzhLKpJ>`w3XC4JZI|3Auc#266*~6P*e~N=qBh
z=!ZyTg3<yps7tYsrnpTp#qkW{yT@zARHdXzaveyuhGwK)0;DpHQw#zYCEI#6Rmp62
z7bEc<q60Ad^(+X1{wSk<S(_ZXi9hvBp>}Svn{Wo>zyOXvVnD&cR}F5t-h^mKL32AP
zwrT|3*L-#Uz0?Y3jwJkO5NDbqj)i~4DAWBNb+Q1rN@;E1_nH~T&bs4%j?Ked6qR#@
zAIYq?G;h7=7`ivCjX!1IhCk3PO%z~X42ccDY@XVAiznpP^2?NtP{wZPJGR_fGUnw@
zq&^)ZWby|tAEF%AL8%`4j~cH16?mNjxM4UnG!LZ}+apcKIIq+(rdp7e66+@-)rT~)
zLe)~;?O>5;Z6P}S^)Em)v6x@dD~F!)uu6$1k<w6p>Q*;!LtBOvl)!L18LawaM>_a<
z@qfHwmh-|tWi55IYT~?qn0oliw5;$)%)lmZx1_DOIT}7k4OtK+3xdhVEM9M)D}Sey
z=S30qBLRKIY%hP1F+>vIv?GAf$uDD~`oEEmZs<&R3;K!z9RH0Y{NCtU%S)sppM2FG
zN6E)Z&9P887i!i+$XZez4n(^%HmOfbB8dS}CYzsw=G+`{hk4lEDp}GSlJ(sqeoy6V
zn^TWzH%_c3!k!?W%d<xsz8mkPp6o6O;dl6Ui&;A5DVXQrb+TB}<jd^0WbpDqSM8+M
zc)0OgB#AR!J_{_PtR73daK>Y*1<|t=561v;gieSeHG|V8Mm&L5rj1jyex0$}X^nBM
zH1{@JSM66E{;eup%reg(Cd2lnXMc9YT}zdObWa}6{v-A`RJHO%6zSJ1ErE+EU7M_{
zpIM3Jw3psKHgOoARxOK|)3eMVZke@)@tRN(k;W)Pd*O%4HEVBnPk-(OB1L7KKx5(V
zWi<E&6TJo*!`FI!>C{{fpi})?X@q=uiawUNT6XDiRz|s@y-8aKi)AgIb6&S7OFvze
z7+!dnW^y}hh!)Uy9zQ<^iRv;od59!Gt^3ejM=r;Dqj+G%JTEwtHA3{YP<EM9nr5gt
zixPJ?;_ZHjj$iyc-}Y-5&JCGQ#Pyx}zd$z1nEI?<=JAvTei?u+O=%$MP#mqq{)$i_
zIhWkC%b>53>c9bsDR|3Dl?JUcY097$gS{21W1_H=V^8uNxwEwaEYmu|7U+d!E8y!d
z62$N!-(;^;aqUTaQ7EjFAdwbpNqRo)*@_Vj6(malsV~LfS_X9dX;lYa^a7Hd%;t;q
z0$$8$+Mj8yCC$A+n^}Ukll>7I+S?|!ubWz9Y##a^H`ZVNllF}Gz4VDNo5>y|a)JY3
zWxkEQ_X`oUdoK3Rgy#KGv)_ME6a1udy^PGOoK-Ld!!Fn8L#Vi7tMNqq`htI_eVxjL
zL3XAUGY(WElv)ud&nYcZ)&y#kt<odyVYX$2oBN70sm~b+pV_*|(6>gGDkX&PI5nA8
zR_C}y!{ou(x@=~g8uW?KV&4(oZge*ir3f>9Y^eSasw`z|B@;;5nVX?-u2mEEUNhxv
z5?N0dc~h0lIFoIVrXFuPDLu=j(Xwd3395@sQ{U)MNi@p`Ce?8My~6J3M}NFyHw%=k
z0dV>JPIVZI!5#s945Ke~M}ZQsOxj@!dQ7aBgIQqrb$JAuO|U9i`~pPLqr-yn$bh>#
zw8Hm?g5<ft>X#$^v2_VEi!uouLWK$cZJbCXx$K(0PJGo0=zM&5Y_>rrv@lOSSAC%Z
zi)&#aI!J1iu6w9JuBZDrl^pA!eR;HHNHd7iQiISpo2iam*3jP0;T71%3oeD2!HVxR
zFTAF#u_NPTGS{u#ezu~!%CDWHG=YYhQhE*u0QzGm;4Bydn!r>weE%P>9HPu|K-Fy&
z_;*nhhw;3-f&>Vx$d0gSyw!-ylr);aEuUaB)zygM^pgvqO*S9^g-A^b>=a2}Gh7bA
zuw%f4E$Gs4=R9$-{!E5MJS}34stzl*AVy!JX(buU90_JwbW!(2He|L`ZGXOTtX1Lt
z&FD=()85c;6|8LWerhMt;zDbYHm{-2sn5+@PqAn|vH6IAa)-wy_hQro6onR1eMM6b
zs5q_cn10xwRRyV7j(2-t7%oJjJfZnAwB@Klo$+00h_{;Jza5J=)TVzFen9k%?DM;U
zFbU-Zbo0o{NgBELaDmZ`hsq`q)=iHT`EsZg+d_mbxYDSM()@5t`F&qE8%v`@Or^y@
zIv&Nq=PoBr3{B}IF_R9U#P*dI<!Y2rJ`^ZA$YM8U*D|Gy4Ub7+UMiRjwfn+Z+wUZ&
zu{10HJ@ia6b(4(7o!sGUKLzd;P}v%vqn_jw+h-tSu(AJODvi=EZ=9RqRU&O=y$wzZ
z0p<9D04a*~xmh@X(7Xv7DexY>|9o55{VUV=KSAEx8gKp)raqc~6oyuvv_`IY;=Zz$
zI2mqAvvBy-s{{nKxCz;gKKFVUZVsf<5E6-}md~DnPl4^*UgJW=LUxp-nej@lIU&X*
zBdhB<9%Y9RP#-kNK%N{c_DSF<LX&A!SMp*mKHv|U18O8yw3K6|iid#M{Ju-6_tJ`k
zSfqYHdA=e=ejQ#Cl3Z!2;-2|l@9N7jM`;nJ($XQzkw-%=<E61W0nZ9VdY0Z4e4XCf
z{7BQy6A(0_f;&~KOS;yf_3_9|>%XNh|K}0XSYnd%v_>9m8_2>`Fu{HqZH>K86&Wd|
zBGV(zl_S)HOwEI%$y<YsI7ny6lo5fxgN1BwKy-U+fTey7KMl3BxwI8B3uRbAh3GK-
z{RRjEjP*rAFesWuXtN-RBnpW|n214bp&+eunPGfEn}Q0$=1cX`p;2-)s_Q)SyLX>>
zv#0zsjY37}db5?ic1H3(59i!{OlroCm}gNd@7V@XoyQ|pD(b*)?47~GNH0P@aFbvn
zq@f^vjYj)ZNn)|)r$9lzdl_#f2;JuJ(30M4Kk%>Edn>S%@TF78yhwjUR%Tf}D`bC3
zr`RdxmI#Uv<C%{R(BvNXPf&cbHsaBaOQ?|A#Nl``P|IX*_+X-|c`f8bi9g2<(M<7a
z9$;+HiksyoqElSqKY<asrHq}))t3e$5>K%0xCLl*96qyJcpoVkhh{M=$EFWk(U~e>
z)d||8n6&vmJp~QwO^8`AjWCSo%gF^2z8Hf0+%2pxbL5Jl8T_y9uZ@~IrjshIn9k|{
zv8|X3V(K&8k|KXERS2N(a^Ky)vX&{p=0iV}E2RXpTOH{KtWp~bs$FMiGL&A@d!jA!
zn^Vh;=e{?$W16oq<BLMk0*_N=I1+<&W87TglT?Z^Gs(&}>)v&d;TB6HrpBq_z>~-`
z8w*t_^B|})R6bq%aT(3{oJ7JrPO6Q8yx?^z5)~*Y5hqQ)`?a<~)__-b(rO{lQ<z;I
z(B93h`z$~yXI0x#lQ7z5*V9}oA@;BG>es#ahC6U~ExvQ*>AQ2n+t@vXrZJj~q3e+)
zf~FH8MB2hw9KKJ)vqK|vWcVssk?MI@Q{wU-<}R=$89dINh!E`Ouq07YRAj^!i=F9-
zz%xJ^yyrkN9AKQmDN)r`C9bMKXOk2nIqH`?W5`U!C*;gtt$r|_MV@pYwG>D_A5W&e
zP5o(II9yAI!@s{iVA6{F)T+9hGQYomqaDoX+Pr60@yNQmG9T@4y1V~v^9_6Uuh;($
zUcA{P?rJPL%H~+imxzMTu4i$cDa0y;#7p9q-5<&c?h;#+)u9HS_%uuJ!gHA{L>c~{
z^H!<RhD8eYnUhp?ZYHP<WO4FCAnX`I1yVE%&8<xI3PJ^><`=!A?p%!+L<}c>W0z2x
z3*6`7M4h#@e<d5^JQjD1X(I&Z5C?S)i@NS}1r^vLA)3MKDI%n@sz=a_9xZ@h%rNV2
zof2bL3$;BfPbT#V)hYGV)UH9~S2#s~|Jx69dz)`YzR5G+rUO&l{>vZ>^@7^$;5pTa
zfgCtyuku8#!_EOqPrRV%+4<3Ez4N%^#$;-P$KUa$#9U_bw#H|@i7rsSWxp)V?*1_E
z-PuC;EhQZY$m)v$1E*@%6FveIwub*ei<42)NX^^FHjW`6Wv<;m@36GE=9#GnxN3fR
z*0xQRyFDCD4)bzNTJm4p2ypYcPp2qu8@{&+SQ5|9!7V7xYhnH)DMnZa9&^EIM>0#H
zcJ0-Qu(0Qp9<#EFn<YSd+nU0cY4os9r)Met^>+?adS1<Nx$D2n=dP|4y35dna;_&#
zLrCugu)6gS9{ig&SH~w0?~XpfFOBC=Rm+=(D5w4<IghTlY<inJm+CZGw+&`ju<Ro3
z*27vYGKE0S*c8RFHoz`<tq2%>2tUG!n?c#o5gd1c;nz=iGndVEgS#~jf^VFAR{F%6
zEI6Lf&p)JR*JdWdx;--y6lsxS9#y2t^Qfl9r>h5*8wOqu0pN}FT(Fsi8-oZ{XiyM6
zHzbUaGdwMyZ95~6FMX-84ew*uYv&dkPYD~EmTiR!MJ;N5z7T)h6Vec3P5xq&#}U4~
zMwt3XW65#?T*)`Fx-c{nKDx%&L#31mDBo8vNw1xbla@)n%PfEiTQqq|s|7;`Q}i*E
ze%Es6T3TA(7bN{!u}(lF>|$$F*i4c@(7<)Vf8KbGZ~e2L&QUP{8T4MlYzgJx|J=?X
z{nF<H+?}r+x`9rtoDNjH(`CQYbmlGLu~}BHiud>Lt=%umKfJ7hPqugK{X+<ILNgZ=
z1F$rLzyKcqAKyOCn&@RdZZ0cJ(d9w<m16Z_qA2*Kg8|U8uHrhE4M{P*!l{MEz(uD1
zL*<3jboAKrx8^q-E$@_{uYZYOvC%jg_+w*Z#ah+A{(wBUU#D=>xc#ff_<!ft2H)U*
zRL`<l<ffPe@)cR<B|A-X9+jRK+kWp#?2jb6%OKK7CllG_UK~kxJijXc5>SfA`Ug0i
zewY)Gsi<1$@h{DWQUtk{m#0~C-m!d{PP)nl<{F|R5C6A7+i{{t^E@zQY78p3uteLP
zDa-sq4D6Fu+}wn3Ie0vbw^+wXZ>SijEWH>i(cIaKWk7%!wIs;|ozC^`;yK>GZ-7Xh
zJVo(ys6z8;oBogtB_!T2E!d$k%QYbtx60rAZ2_HL**l_pzN&iZF{PdK6E%GBO1eI_
zm+>%=uR>jA=L1W&(%_2Ei*OL6CfQsc%{MxdhmBMdhG(B{MS!#N+Op~U;aOmDmDL2B
z%l7Ig#yqODAQpZvk!#Ncb7Mf#5z;G_RW^r>mIs(MpMFT(fd``t1EZuaoNdR8N>UB;
z>4EVvk(qh`zy1rMG@vFW?aiBV2wiRhqe*~{ymY;@fZH4Q%wM+!A3lnt>%qW(DP<`R
zV-Iy=Vs!IaW0^1Zf6HPMu5K-mo27OG(2t;ejElFVqHF~NwkLq#=zUP=dy_8v(J~x}
zgj=?xx?fKO+#fr6Uw`)k@-3S{>SzkcA&PNY9+w3%pS=NIjc=;vJ%1=>y3TMZLn3b=
zarm$4972Ci=Xm|^(>W#zZYC}=k8KOin(k0_jW;_|6&O^B2@%RDzE}+7>XI#Z>%nQU
zD}a7EkMJynf9mkcY@}CHvpapzs)2uHeK2Qc`lVtP>K>Xm*KpgrMLrQDdc=<9s4`^r
zcNyxDW&6pGP9MQ4mfqBbQeWUOt^UL*;UNr(c12aQi!J-PxI(kCIGD3StmUxOI6H*`
zyCT(1>rLG2N`nh)U#J5g5SX7c<I+E}uyB8C_S9(50$=5-I(B_M8JOpp0w}TTqvhSg
zI~N*2(l#I`Rhl9~^KvaAf)XK+M+o&d2~Yo)goh6x?>aO@GQ@5?SPksJ8Q^)MtDp?~
zl4sun$bTpeaA2AnzRvl{A)PBA^Lal<x(d7H+jS@G3qA#cSE3(}D;Y1gT!bQSmEgC#
z22)JetC4>W<anr+Syr|l*?py;QfUonFFQ>e*_oLsdf{Zic(!va1@SibGnJqKV`UBI
zLK7jZ2=ZV!$|^@@f)OG^xM|?(M_ER4Nyx<IW8XDx3=Y>s_IlfQYbBye)Pqh!XHfsg
zTobPQYpZVQLGkW1*rP%Qk%D#y4;A0=op+*d8h$jZUr(2raG(j7uNkY|H9x4+ZNt{o
z@D(gyCL&r4ll48;T8ig_9V*kLsXUP(`NX|R(%i%nxT6o@Uwz&HIh6D4(rY&#D+r^_
zoF7T{8qTkH<ov=b#XOJ2rv;7V@b4Deo9v(@)xo~ORbGh-3!wGlf4N*O(%}Lm$*ZX?
ze5dW{(5*~>S?09C-12$laVJ35!vx5B24jdjx6&8^>wy7)209pfhguYst^Eavdg)x(
z6qItA8S*<al2c4o0Ye84_5&|f%zOS#@r!caLNZ3a%NqLs@Lly9?@_Ng&hG`1P}pH{
zPi_IPH5qC*qf6YKRFobKosj}aJz)6Au}<c@n={&e@&O<q8cLvFP3f_yhQ1e51`^ut
z@Yld7kX}cxwV_HePS@S0eTHAU>>v5OXKnwY;z9E={!ROPq12Ra4#f6;&*$h}O&w|g
zWH}%M$RXn})H=Vf_3KC4!MhBRk@i(pRCQchumc`?e_Z`XE{`ROUhELSUe34<M*%h-
zK=v!XXqninS(%CXg~lTRCa>I}@woez6HU5?SgzeW4#XV$CKex~$S-A?m7YAQG>Fe=
zo8yTzAUKvC8q<7s0A@@FeQpcU70LH7Z!{nPrY={?1fZ7&FBrE5x3Sv{H2p>B(1~Ux
zs{S-^BcYKuhn_5!ca9P2kB@p}KmgI!1K<hyCr{k4nc=RZ;}uK9<d}_TV;z8~$%{#1
z|N8pCo6{T+<h!C(6iTnwOig+c8iW0dF3-BMKRFvM9`WZBPvyWr!s){V&bJ${Jwp8Z
zF1{Et*Zy#gBe^hASZ2u<ln2D`a??0uZ;$B`{firMJ<Xt{N25E%<NQH)83Nko*}#J@
zo!wFJr_Tj3%4U`Xx$=EbeHM<%i!o;3K25Wl(F&WEl^0(Q{Ym8A6Sh|=IjY#?@U%N@
z%jD7bl9xj5d{b=~gPZ)0QSsd2C(D)A=dLVTkd>B{#CuZ0d1sQ>M6Ju|ay=WK*Jear
z?P1UO>R^}Lt%~}Vb2YSV>du|E_E)*)9=zfeJ;+D1JN=V*?90h6_<&gIeY`n;?~l-4
zt?r2mV>hA8NU`?uQlpEFja9rV@SWsYJ}b(bq=BS3F2ESFQq+}O`-={xQ*XHl?*O1|
z7+`XUQ4>zM<>YCd+;Z{+)^{KD37Ucd7UKK7g%2-2xC<XF+0J^o4F0Ex-b#t+iES1I
z1z61I*$c6p{B(x5{sREGI?TGtL+q4ENcM=V2(ABz8q$p&1Gt#|8iI{z7AkLfkNR1+
zBqCk;M;^C?C%zN-3`&+xuO1!K)Rj={1QPf2skqAuB`5B9^yTgr%Dt{El0^IbMvUxJ
z-Ko4L0?;I>=|YZh3q%l>GpoeX-~l;!USjlgeE@kCcorySi^UlG=uV<<%EK867Sua>
zq7NwhpSDEyU_`7bf7p?AHhlD*3nF&b&fH<@_M;L#sysX(qi~o49XwMIcV|KTKPE;e
zR9I9{FUc?9+84rEXne9jtB@1l6*Se)tW7c1%|=%2$YzS`)8E~78mRMBT;cd3jcEh^
z2>Mm=wGT%g7vZGndMY`Tlh=kfPB43w?2C=rU(-##X0}hCIod-LvVEZ}Rhn`DAoBGh
z?OH%vsz%!}YHTdzNJ})7HkN!$#=<S}Y~M*ewC+0cw<X!{iRZruaDQq`K!$j2G1eJa
zBv2QG+hghXi5+>|%g4Z;@HB)nQqqhTCSCIWo%R499@oPmUK7!N+PU1FoYTOdhx2I3
zU3B5~vf$PS7o9L7C+LAnjkBLNm7M(Mt1WX7i^ta0UWACcbBlOYY)^eeZ5k6Jt+f^f
zLp{!2tKmP*IlsHc-lJX_rFWaAL#z#jJZZ_;3{jEVPpb1nx8=|fv1FjeHG>8d`jZg0
z#5`19J<KXx$fJ!nZM6p3>ELOnzaOZl=lsMEvlt249<euB;6nX5E3YlzASN4JbLl^n
zT*H6BCE=3S5`7jw9h=m1pB$g(@tv-52XwiC1pjLZ-aX!jnS{8neY254IM|P+@a1zU
zN2NuSq?)J{RyX4kjWRS5_3(yX(PQQF^NfW&RG!L;Edbo`Np#;lTs7+kEc~d+OSJRT
z4}_+r<NcKb))sN>7eq1gd7}%6ki6AM?SK45toJVTwS@tPP$6*ezg7K@)7QHa)Z5Yf
zx-66qWlR>0qLvh&r|&`>R7*4TG%*P5Do-)0Y6c4*&Z3IPh<FK9wkFl8A`cs|lWxs+
z%CZju4ne*_dim+I*i!9*c+-K=McI|bMR`9ZVG2a+$oapRN&o*}LhFoqEc-Ze?V$8T
zA37M3M$8j|Lr001Nop(8L5dOLUOtxg(6Z7fWddfu61TEw)alsRl+<%*)Z)~mrslax
z>Wp*9RP#gKhWTK+lS`BW$vQsdpOew=9{)d<s?216l$05#yDVw*GZ42DsBCiuxl=;1
zswGU>oz`MJl1uzk6^c=2$P=;q@ZH6L^_5PO#jn0%CE2vk4MxW7nH~=HTUl9|xx9i{
z7px*9{U3|(l6oa(I3}S>%Ee(bg@`Tr{gdukCNtuZvgpK-w&N;)A&QEq_1UgKJQ~Oa
z?SUbQWCsQF-|*=eCLSL#zU4ETxxByk<^KQQBArUQP2>-EroR#T^QdV0f&&mL+{9GC
z!y-?F=8DnZ<zp0^m>Y5kollgB4o9B3O=(v6Gu6!EkyBy4Bt21NVsa=)WxHpEeAhJo
zPmA^D?gV(;hw=uY2ipi@yE6msUVySB#vmADBpM9VUmS+WjUrG3EsjD-975w}2L!)t
zT3vId_B@S=mb+%zZ81Rc&vm%S&c>4Xsi(IhFR^mTz+&=q^mvQ~7q8Gm-r8@;{4`1x
ziJuZ}M39Fqy4rnr7CR9lH+UcOluk>!g5Q|`h(h^z=zQa~Tk^X`w;nIi_I(P^0Dk+I
Nl(?)|5%|^n{|BmkZ~XuO
literal 0
HcmV?d00001
diff --git a/log/zPythonScripteTest/err_n_plots_multi/IterPlot__MultiFO_Vp__fwi_CGREGINNCanonic_iterate_m_allshots_5_7.png b/log/zPythonScripteTest/err_n_plots_multi/IterPlot__MultiFO_Vp__fwi_CGREGINNCanonic_iterate_m_allshots_5_7.png
new file mode 100644
index 0000000000000000000000000000000000000000..6123aab3f6be87b054bce459590a9561d96de898
GIT binary patch
literal 33456
zcmagG1yq#%+C7XSBHf^bz!0KzcL+nbbPGtAbb~<*Al)sU1Jcsc-QC?F-7)_g^qliP
zZ+zccx|R+zbN}MXz4t|cf}A)SG9fY?92}aY1o#~s++%g%@2_W%fmePpCuYIHeQ}lq
zzg2cg+Dmp$!W+AUrN+Bg4ev-{y+(OQhmy-i1c`h8$Q`?9!qfnRnwe5esW71Z#z4kE
z_8WU3VQ@Vs*iBI(@CO~uW0cZQqx9$V@e8DCoV)|}P6NHO)y^i)0{auUhR(l}SWS%k
zd#eYM20UIG&hPR<41=gpMXJ6eO5LasaS2Q#34Jh&2~v&-?iueWGFoAn(5`K-B#Oug
z&)7?NTMiGb)-<m*AU8feef`QT0232#;loSLCy!^W?R7@&&MWA{X`jp9?PSZ*PX~8X
zSqJ*~z=b>q2?HMse+o|y2lq+h>t{?jIHAlYp=WS#WW%j<(3t8~PEH&sX7i_mNHlh^
zJyryYU>HHo<8Xf;aN7u-PmZC*z~c!Ia?levI7~ApOyI;IY|o!Pf`bDSqWS>e3_^SQ
z@Br%H(zI)0D5HT!>1h>&$Vk=Puj$X}e8eT=;0@RCS4XM3X5|^elKcFy*(o=uDEoxK
z_e+?5PxgO)vFx-3n|+!bN2UPzVII70(<4iK&2IM147ros*^z{h>iH*lSpUnW{(j@~
zBiTT|w$~lJ^jXPdlpl&tO^X-^URrP#`%vE6Nc^_b==LUB`)Wz?|G%;MSu|4#4rMFC
zw(z~%oKJ6K7TQ12z$uz?b;-KTWOF7^J(kQWYV%KFm3}<2`1WC2!~Y-K3YH!-<!Dvx
z`;Mi87lu73M7R#6qSvhJCL~SqGx86M8}U>2oUrQ*{?1IP0nz&Ari5T&uF4<;{;!Aq
z&)e*ZZ__m0FxFw~JuA9nDsN;$-4MKzWs(gf@|3l9poQv?02g`Yb|@uLE_$^?Wl_V8
zN%#4~?=>%X$p3PY|NL$wDfVgYqc{E+9kF4<zRR5uSMx|-zS{9iOp~j3-H#OH4-(`_
zt-nNAo@h-m5omP<(`v1|Ivb(UPdm`NU}F6jb4f_5SHJ+S+=1`>W_AX)zzSC8`QBj|
zDs!$gpdwgrGqlVOc34}>Npk+}^J_X5=l;V&4%}wLo$2Y1L7G~M)dp)%y`wFs>pTx5
z>_FW;LCHtS8DA{*<bK^-^HA2$pNpB26vN()2g@Gb(RCNY9y65zrZ<QF&byNwKib!j
z*Mv-i<jdaw2$f|%WG3>ORo>2!7-7G-?yScl9gE>l!Tnm8Etu~o3K`sWw=UwcinSj>
z(x~-3xv~5%_-WeWt(Ugt#4(lyHCx9<d7j~jciruo`1SdO>s+{Ux7%8@ub!IY_GE8D
z!e#K#z#0yeh!k*-_U~`&{m}PBz+>!=HVvm~6U${Ag_8}27+9w}TJM}(V2d-cp7(Ag
zG@6Hjtmk5zGEq9vc;Fa5B2Pr{A<^#Hy>~%)aO7z$W-1{N0iAl=(}dvPDArS@_Dktw
zU}g0<7&J1ZQ}wzORW}uI@mwX~l|37h!&DOivUCF7Bv{Xu$xphA;T{ya9_n<-S0Sb|
zl|Po$Qaz5QhC?T?h7L*}`J?jE)PLNc-#$0?y16S{i;m`Pn60FZmT}yhZZIikSZPP)
zKa10+qDuZcOFQxW*m!{)|0#>w04u2*{j#C%Txm5y0zEbZp`Q~vAKW?hNaxA(E0%C%
zN+Tm$a_O3HWWDvJww?$=_FcZM<aiz8#_g3!(uGmE%EYNIpF=CRo^|D&457A(O+Xjy
zeqUDMC?<0FGS+|eRMc;%#O^7T<6l{~nsLG!5`opY9W>PwdEFjR*et*X)B-jGd*r!c
zvq*VSr=5m2f;XKr0pNEU$z};k)S)#O{tMf))jBIgr+iUAABBnmF-rmFg_xPeaD6sb
zcijJuQ*^yoC;BCVKk8PC*xPos+A|%y%Z0nkUpuE6@2jjy{LuDTKXiW9sV$dhETP-E
zBv?<jzuS|JRsB#(A@D0h5x8D3I47CMX{*!`e9|0rJXc4cS6s+l-&IA8?bxNKbG_Id
zO$5mW3^Qq;#CtdstKQuis<%`&P}y*HwVZQz{MO3KV4}!V?RK|8%erQ9(h$AN)THhc
z1PIb_SVI>p7(0V$Xjt@mhpwWcMkBP|muqUr>)ujes~LP*zO=#sb`w5!`>BqdfZW1D
zn0HFunLmN7ITtdv;z9#etln92PRh^q#kchVG~p6+F2^gW-gidE?kkTT0yhM5bhMn4
zbmK^N(JW0E8y~By`(6Vd%X4E!9G`<b?WeO18dmTN{#6_A>cW7_#)t^H^Lfv;A8CkK
zLwC0o6AKsn<yx}n55Bi(ku67J_53MT{at&+^fcJ8KqKaMnA4giM~)-|S}7jd&pG!|
zS2u;a%0f}GY2W6q@g#`2V8Sx#w8`$Ae!%BMD6YCb5~F~8>w9*ILBvam7!r$%601nh
zWn=nlObs-_Qi#z;S*TS9krzbf5b34fyz&v9#Bmx^+=h|w;6;|%p}r&jr)agZxYTMp
zmNKP~P%42uN*Lu1acZ6LT>!yBs6DMd3xQ?Kj7>(>7kGDPBJR>C$k}e5m-Bi@aCB<p
z;s{jB8G8t_l;wFHV_M~Wne{5ipOYRi`2Neg!>z{DIOY*qtj`-FgzMJ`fRkw}?Xw&k
zth}5(J)6x*&E_Pa-<m)4L28-fTr6Y_3Ft5cmwU9C)H?4w>kV=~WXqdS!%*%_=?y1v
zxx*AsmO+;J^>1!_HEhL={=E?1GX*PO!wz(IS&UHT=}LOOlduNx2aU4`jENe?O`?bE
zx)bMnnaJm=d}WjMVSO!@Ap0FYmaKr0GLM5rLbe{WGRud9&s&0(mQ!05g%}Tc`XiI$
z(WV3H`Lsn44wAoZsMQQ(17KS+BXK;g<%!b?4uM0sQziDH6Qu$YjSBl?=zSg9^$n15
zvo7l3ubQ)kW7bqLb^^Be?b5G#i?^T`WY6>%8nv9r1}r)H9fQ&?`=t+jz@$-ljcje$
zIpP!Zdmac%#KGxjA;^~VC9)!u%$4cCm!jd(H~HK~7psp|Ju560uFGQN0mHphX3#Fr
zF116vx3Hh$p>k+)wi)NhJ$BxdjYZHqMe{dp{SC8HaOsT-+I)a72#b0K>cqt5=~Ax<
zAnu2dxYt|P3t;XJXL*iTJbnC7fFzX|`b9bHOMs;Xv}<h*Ros?<w+Y16e}PCz@c>V0
zHBu=MxNY7UpD3J)x?A}aA*b7O1$SQ+!G%1;i|mukMb3zLHC?SJnQX}B=<AF*l(!p<
z7i`J-T~uRZ6=pq3BWz+JG^gX%dJpOS`}^+Ip^`Ysg>T-KRynCb98u9VOFfK@ZX0u1
zzb9b($H&{-5nwil&9@}Hm8avTe?RrzV&Y6Zlt>KB>$DrsZ?Xnlvh{R%GGU$RX390}
za=XEk-Fm!my5V{O=EZq?e%|Pw)Iog>j`w?wsS$#~ot_Qpt?en>rEdK!H-1Q!U4~7L
z7u4pXIrb4Z+>I4UtHYO!p7Vu(XVO$*X44Z{9Biaq{OF?LDg8__<!PES$5rHa?A=j5
zR<&&N?N?Gs!b(FX6+FY*0TS?%#d{QtH8n4Qh_-&Kk%~EV%-C;n9xR?f#QCB<TXx2#
z#;Bdt`m)ghGWEQoB4FX>Y^d02k0Sjm;^|B8x;v{|A=4KVM1Xh9+K+~RbvxY^1_$9o
z<1g=Cfk$)Xor{m1fUt!<REQyPdC5p>+ROq4e1KHX(S}D~$=0?hcp^2i64w9d!Ci8h
zQ4P08hX5yV(xkS(%Dd9W`L^$Ueo@+TjWhHGp<v+VH|gE&g}YYcP5u&cB8QFlViRZo
z-Mm$gnui?N)%7sZnrr|2*BZo96l)<rH{g<k?Yg_fZ;wAujNGvxAh^ErzLqFvUtR04
zxo+_lOuQRVDd5<hQt~{nXI${y@8NfM_&pB&YBdr&(_p@tF`lP1BY3yeEP}B|w8&uk
zP~?4A<Z(22zp?etf~B|!Yt%XwmA+=?aWFj|xGuU{5{=xhm*iCYt$ucR6)LEqCy3m>
zQo=gGbrsOz6~3Yv_D~v`CfqMGo2b9%M}&Is&5-D;WXJZQ{kmGq@!k6*TxB&Q3I@{8
z&Rp%zWQj;9?|PW^9M6*>-GL|Um`@pL$9RIU!}YnM-)A4Z4YgfSU{H+w!uDB-O)9&o
zDt#>c3Of_QPNFQ0V$8bA6`Yyo=!Y8cM0rM9R>XVz6j6ir(HKLxuo8I<H6yoYgP+b;
zU=-33+m;Rbm)^AmC{c!pe`QW8$M2Job}U7g5P2Gg`-Jzs`XS<z{kIDDu9Zb2VacJF
zwbqse2M+>5HhercSu8=k9mg8Wdd^&emmL~*y*&3d*pA9@sA#1n8ttX!i=_?CkDrMg
zzoF}(X^OCW|JX6wM{f|8f#@Fv5#7BypObd-fmO7K$KwmD9xbdR4{RX(srL<g6FvQd
z#_W!@eldT`@oB5HI=+am7r-jBaE;ER)NA%iuR#J$X}vh2LOX;96JZ_ELl$x#iTb3E
z!yOELQ@v@?kY6vB_jv^xO>8@!h|Juo?Dx}Z7|MJ`o4k_=#?k?sb|6ol505OcC53*u
zsY{I{V)dl|tiEyGnem-U8cpQB#D{Zv^pB28F<&fEUn~q)>2=zROiy(oS1>ygr3oEz
z-vN6-TyRpVwJG3bLc1fSYzT4OO{;T##BHic($h}kYRfXciODC^L(6Mw`1RNGrAHNs
z5dq3uzf$h2uAN@Pg#KEs0mINn_knsw0s;cQv(A$g{)?@d62k%K?Ah<oRiJ9PT!9jB
zXdkV`)@G-8DH-l;Y;-JmpF6FoG0i=NgIoMOJ>AMa!C(HqY5R&Qh#;0xSNm?7C<x|p
z-KJApX;X7i;}{L|Sabwkb(QDY;r99fYq-U0y)UbO!Nc4R`Vdf5t1Q&m_PSq-lQ@3l
zd#P2Ld9&|a|I@fHTMKqEnhJBU#W9NP8V#=E3zwkm2zkL`bVReplgwL{$hsrHaMR)0
zYnABrafrl%_6-L2Dw*oXz3DzMoBqub=YmT^4uA8*qv%y;oCOb8Wk6Rg^nzRltG`Z~
zfpT?o0rm;S`y%!}gIo+vW3@;V(cTTV*g!SP@;tAXExb?Xs4EQ;PD9l%g?@e<N~pk#
z78OOvktJ!7%A#ogoK;VV>nv)zz69KvPl`%GgG5%Lm#6f$coSO|yjx84seJLE>6Cn<
z%W6qgz$Ss9V3`F$AI@mI%T2&J#B@7K(Q4)hw`uG1kMeT=2_CHbj^?8@P_~`qHu<Bj
zgi;0MYE7VnPukk8y1zI&b|qT7f}%_1lDIsUk&NytbsL<Hn?)@Qn2&2sNO~Ib^YUhX
z+7e+!qi=3iXs!uu&KWVF2ulh6ED2b`R^SA276iZ`xV9DgrYFY2<=KMTF~?-r!#~(#
zwceNIg5a5<VbOl0)M7#7;?%sxVsFW8s4GLGs+WW;DyHe2<rrmv)LNo%DSJr`+Mccu
z=&8$q&7Oy<30zxROfc-_=y}%c7oE0#i+?zIMB>2!Pn8nuAfqX(Y25DOa<cnYIP5iR
zibrF5`Y>BC(h5fG0)tNF@4Orntf9|{PPKN^{6w5qj5M7)6UD1Qua%R;(#@uG%QJhm
zre@Pv76rMlmX2ml?1z9825Rfe8<gWW<0`5ud%p+MTsFhLQm5LD4z2jHE3!W1Y%g`#
z)VREwcZt<Z(dDt=t*IFTmX2Fj*X=dQFVzC5?Cg>MD|(=5IWY$-D=AeuY}I5*Pt>1|
z`%l2mW`ED|hK1y$cnQYK1QRRrTrAEX%~Y%<2AEz34&=a&K41B&sMMNx9&`Z-=e~>F
zQcGpX!5eu<-HZOdL8=Rv6B|1)5>BU0*A1Dlg8SUSX*Deeu6J{+KKO#;kG?ljujTK!
zQ%R>;w?5?Ec)cW!N1*M{ffIV0u9Q<LYiY4Rp8zyi^1(h|M;EC8Q{x}tb#Cqqhets<
z>h9s}ORm}ucxBRXxE_H=E9iZ)v?c0$S!y|%Dh>cS&t3sd*Jd+{9N$X0?boNLpmd-b
z)U}&h$gkYD{@G7JRA9`<9s~gl>83<H+k0b`;`)@{Y$W?&P~=+IVJTCbw5CRFfI-i*
z;+zrfsWR0-Ba<`iZW=iE_HQo>wbSy=39w|7S+1H8y*Rd7v2=K<EJm__6k7hmi%mWH
zCFnI>ZC@KqRPehIredU_XBIb`IlijYa3%f=v>%c9c6ulxjy!^)i%o{ED~PBBRcY4r
znC*4U0jR+#rfJ{{Bm0vBKUF#$&BpTgtt`9KYLpU3423;>XiDLCd4#kPAW`)}HtSMV
zS2?AuTw!<GPT5L|0Z{=>&BNLq(t_!RS_h$l>-}U^ZSAn4)$GJnm%U&r;M6bADMnCK
zh9;M(EOKsFbwM>dHnE|^<a$DE5TJocwmqYtsoc9dtyth+;}w6c6)BM!<5}mm3VHOj
zQIrULGT$3oeBIZQZN_);YXJRaYic3rk43liJe~DkPytTgf|f(@cz5@t84TjKAGZVD
z_lWO8zJMKCJBKMko=bqu$iGEY&EI{Tsnh|EjMr=!(mvkR6GXyXs{HMX9_!sj3((9P
zYMg1=0F`Rn1BwRccD8wQyH6qyW~}34tY0k~Xe=x$qDt2nxn@&jqW8*ESDTtd4jqV-
z1e>HfTI!~F>+}qgdqQ&SJR)z99|}-4<%v<1iP5anRH+a?12QZX>#2AN$^g@ac|s5i
zYQ~oH^+Pq~ey&X0n9S)t283&1GeDiDS}hC;pDi`o7>DvET6^s4>I9fh6x|-tKC}$l
z%&yzPIMlke4pTMls-_D-D>()1OGg~MH$#vEoBLUkA7DPR;Iug@c4>7*b=4IqUSW~r
zb*bOcU!Rlg+LLE8JA9)4b18^1AUDID*2NQuea$_1Y6Kk4IGZWF=EL46yHi<p9wWed
zDEu%KisJiW3fkI(4W7*5bG6PB>CHFW2{q9L94C8P!|J!GMe_jm+9C`FIzR2Y%vrX+
z{S;4a!#3#}=iTAzxib=X;{hGlcC!^iEvvRbG%%aX!RMm_<Dh3&EK{#&6PZ!_I#jf*
zI>c+gSVczLd2|}5#)X?-ke9ZK2XzU=SpC4TF}4nIrA>DvW&T>|M>-`9Kj~)`5c*U7
zhK+yyqTCd9<PeGRX*jd-=zEacQX4{Wa+R8%78q<Oh9L<{OeGb(`zaEz`5AGcuqaOn
zU!yM5qs!j{ttAd9?%Zh61kHl>4m(K49oCy|lG!34FR#zt-Ouw=iyJP-{ec~^$=VOM
zE*;G<kvao_4PW-qO{xvoZFvb$YXVlc@Nr}%;EDIp+Tn|Rdi9?*KbT;{(hWL|2l-}7
zJWiHc8r3V~Gbu5KOMZ-%b7vhe%%Rb)jLh)!7<%3XSLYY(ci5i%f<G5qfuLtOS99E+
zXwnI#(>uJ>`|S||>F0I!fZYYo;y#qlKhrZaM=B<gWWfO5v{artTlRiwyWYK^ak}Cj
zV;k|l{H5dE2nMTZpCtpWZ~^0RiQ$ai?U76i)4bbt#xdiCcX3^f>D(1P(Dcx%S-G5)
zI5Ye_2$4;!ij8upISTBuvzHe*Z7|X>GJ+reGC&RBNe6xl$y&;Bg6{o+_5-jHi(<z4
zgSJY~Yx5We9p{NTMjf}yh5P6K`t(w;W|PwB(AYgqSHS2fJnSt@xZZ<1mcFE}(U3t&
zpc|2JH?6>9W!_b&_4?FDZMWr9s7V_Armx%W%mQ{X<EVvRYV1$fv=qh3DE0}?XrEJG
zx4D%;T5pZQIqS;m>$6)l8x0^8om9@G&Q}%tLC3RYm*lf$lRcz7=PzM<cf&?I*7bW^
zXnHg(Y_iY2FBr2^he|{=TaFr`K>5#qdXku5U;#VnAm#YcYrRbu6>C$oUgJ+o>)cr^
zm&~#bTvuQqaufo241gvrehzpQ75rRa5vbhylTIbq*7vRpEC6#RbR2EkNaaj(KM&~!
z8Tp@k?}l%|T%FDkN$FrW$BgHD#an}EeLxV9yF0_`AaTzv?X({lfEE?)jpSVaED_P+
zuw4A5D?e~CrnOJ!d3)MM)G!I0W=aUj46&QUf>KTh_Yvf+EG`%ffnc&BgM`sR&D33D
z;ENTDF-E-Ah+6BpSau6eKPTF$+%i#7pGx|7LxhEDu7WDlz4iG{5YZa#`kHxC){8cq
zpyRz2^q#<<)e&0EP?_T?wx%Qt(iZh~nx{|a1}dI-i-|ManivX-)$jY)!BKd<MJi<h
zuldEWJs_4$vs6%oc+9kgPN2B@^yI!e_lbMn99{TT1ofU@C_jTJnCo9CdtjDILOsN+
zePqi}H1bC66Z&IJiju<}-&CRSkt5(%4~0LCbe^E)9_$Yb(ynmr+i%~(-={WTilaak
zA(~yOuK0sfCyc+m$AqQZAr*zDg`!{XVKSl2hh}VvirC%<N(_Dg$%9!ymM<5`sNKs-
zN0GBBqO}h7YqCX``nPY8K(~0JtUo>T!cvVy#J8ov+v^`iH^qxKCm-#)t7?Ckb9rVG
za&~2B|ENYLZ|+A3@$DwYU8OI#@cxf700aIDm-pVU0usJuEi|}@3FLAJ+x-v7>fVPi
zAwCpQm}aE}Sms`B5-N#|8nGD=8Dk3x+hkV7ismc%a4;uIW9NnH>~3wwTB+hY@$Qcq
zYPi)NWgo=y@g|Jidf^q3%tPZsM+-H&*SDAJTo$aY3&9mM#9x!83n{PXIrv|F$Dk+o
z3S}amqkseV1JMSK?A>3!febLqPX~`nWYGW6E5klCAl$OsBj+#^W(gVc*S6WeqKBX7
zg$_zR^>9&g9T<3B)m<>!MfKR$C=wJEwtCbT?H>alEw00W`=m+2&~7C!hI{&Cnz}Kx
zYbCPO_4f|Gh=o_0uD<OQD)i42mVqY#W#g}3#QOhw=KT?TI>25g*w(`MdvUv>J}F8R
z=FF%|-RlnRiXTo!rD*ZCWs{@i!l{)vM({t0DRYQuHg!Rt>|@5z2Ak5XemJ@?b*%in
zDNz=Ip;3Tk#UR2C^-bHI^wP%Apt>==;F_p@WbZS7=+XL@WQe1<f9e<RX5t6<^silz
zXS4J6_#hA)0H+k*t^=MVPVsqz6`KvAAEwn5CW@gzQ04fLzC>28n?WC2XbKkjlGr*S
zz{F4FkL>Fjv{kMUZ2ZXUvV8iQ9r%L9rw=#p^4Xm2U-$e#Qn)k$oBzm(S^8q1EW5TM
z0VVp&C+BB^V$uTd6BW6tUDX&q=u$$G&-FoT%}g@mFCe89E+Y*wUqk1YmqAtx@)g-g
z?FwjMf4CaNd$R5sV;n{Aqx<~;jN8KlAOYmsT|8W^z#2ek|9MOIXC~=<!Ai7&VI|UR
z3zk(`?x5ChQKs?dG#WFCc#;muMzfperQefLC=cnvTlS^Kx0baL2b(5UGwG%f`(hK=
zSLkXrK=x^QXIBxo+C#@A((gE&wacu$Obk=Z1xl&JQ^JT#3biBtSob17aJ1aO`T#QV
z!P5zF?0u#X|Fq;^?|rcu1=LI&R`yxpO$cAAjvlr^eB8uqoC;s_QGW&odw!G3SzMCq
zWwAU99#Kz$kZM&`DdDmWIbloAOU9CyR68eW6jmzJ&9hv~#_;59Mmg`YZr7#XIi(m=
z1j=<@L3afWYTZt-?e`rk$ygRVa{)Y`%zzB^&y#Xtmi3|4K=glp9~rtd!JTy9aT}xv
zOGL=<HN4iVvV?>zOx9Z1yLXVSJL{5#S>6YN7*<)Ypz4*zw9|fhSE1DQHe^Tfy@&b?
zn}L?kv>tc8-E*Yn5n;zp{^6@tY>J*Y)$Gjp#HDH(xE(kU!uo^blU;-VY5ZT#pV`CR
zUld$8wHj6$h}8<t@P`%e8_7vu0|fowM$|-iL^+z3!hG$qVQVzY;;Mw57$LpUS=Oc1
zJOe>dTvx;4QgPvlCi|SxXTynzS`^Vg-teXVv<whVL=Y^p)U5uAo}89IX@+MS6ekv;
zNsSfs%sw1n*BbZlZQNheGe+RmM8rQK@vqf<jOlu`MDk206Op2)I+LbST5B%_eC`LE
zUM~4+bx6Z)&9lntm%JD)RRK|p{;b`oF$<MobQ<h7QSK(#`-)ioxY$S1F4MT97BR84
zETNsCFX|%$WfuZf9gaEb7^Jh3gp<L^_l^GLGtXoV-BwX5s4*&v#Rd}O0Nn>Ti!e_R
z;y(hW5PJgrU-$h(DJLlK6OJKAvbCJuDZi?0#m2YrTf%gcq@|WNRZ@x(vBAfIGNFd=
z#=d@4Mm~A0m_tNm-Y#aH-L%u|7oz+INyp`fWO<S0(yw4nU5QRU$%@AV*%sKw9g`k*
zas!^IW^r{Zmt=n#Utzq5Rvzv@vGPycdK^^ouLxrM0*l8xLPB4iET3clH9uMo4~_N5
zp0_=Vyqyl2@3d$T%s2)>v=O&~dX~a3Hf}Fg#Z2>~52`zJdqdKAMM(?BWw9#d){QgY
zV!q^m#Ty;JG3r>MxKF6qhAmDNh%y)x`{Cei1O}D4Dy9kfk-bm#<n6~Kci^19$NwU}
zPo=S);y%@I|8THjrnOJ&M9*$>QQ1UMmkMzxQow2!CHP^PpjSufmcPLGFL;Z>ryYV-
z5`!|9mbGg!<1V;txw~_TRlT|RLp;ORUGpE$2X{LVG~iDK>nw_t;!Ypa3`k2P5DKyW
ziDjQBOwok~(eBgt-vcp;|JQ;1Nwo<3SnHp-kRGY1Cglpl&(s#~6)JURMiX+xD$~Wa
z)`dvT{v2O}Q(2!+B3_+M>ZZ#wI-5mJhEMHR2*#ajvA4-93%nHbi5O(tPAF;()*Rzy
zh>DrjWJzjC!6FPcRei`SO9)u{=ntm=Xcqn*TmEZge|U!is*gs=0;*Ut&GtbG_IRi?
z`NFMGDW(ZsQ+IHU%#fUCzV2N;O>^nGvG|V(JJV|8%%jnr+N=$GXm|8pF6F{(F_e<(
z$PDo_U*<fkPT8@6aYk~VC`ZwbPz|%qgL2{-qcJLu`oAK|-vdzc;r@FqIIr{~aQLU=
zFLygl?7r{`yp~0(F001sS(Q*|;Y(jV9Aaw`U7!E4yux?&dRaKN4ZW5WqjLRHBdNf?
z??mG$tb1-?He{&HcYyJoJ{ly9>H2T|z$6Y}Zx37io5=s%g+b->Lomui`28f20ePka
z$vEla=o&|QT~ATro2MH2X4s$Z2UXL6lB!Sl)UQ6*A+-pSc++)JmVL$P_oAtOv6BO~
zGvm+mB|WIt$M$P~F8$;Vt@$<^DAPtLU-7XQ>&@9MP|P;`fgvORD-3B6e6i>O@Q+IJ
zjd>;0$Hy!CjqbHa1#QyfbqC8g>}!by`Az_(&GO-6DvTHA1K`wbL#m3aLONJP57ev6
z_eu`iK1U3C^&d4}UCV8201nxB*1jyb;AJ~ev}Y6!V2<_HRMDl@w<}6O1Cs026&OvV
zS~z<EAeG*S$E<P*Y{SywRE-yxFJ8$K4oy}*u;wmE;^56iJ&cBG0Nixi3(VHxzRb-)
z59u(Jj){WZ7R8PiPC4w5rd}PVGQ^0E7tP6laoS0}j)OO9XS=^*G+uTW1R<jwGuFLd
zKI|Zw&Qq#&+^OO_>6}5q_qe*&N_|5zXb*HPzXR(kfCnrrTq$pTdRZ!w@IxTtF_51H
z0Jz3$xho!g;;+RJ=h2-T@tdU9!I~3*T)eASB3$@5oagf~1T|@;|6q~5V()isie?W1
z0vl(Do--Ndy^%VYBYzI899^(*A=$g(!)_dT0QjiCkw4Wn-0jaE1LDQXya_8!#_}28
zy)MvOh@cQdxBOWLpeUuKcUyR?x|xX0!|xo0s4rI|Ph*S#bdlS7SK(~Tmmo<33@{?r
z8ZkQ{oO@&ptx$shPnVcg$-xZpayZmcUBxwydqQA6%h~priP2H3*`L7>DZ~?p>SzG_
z!c-hcNnTR}h-=x2YS-fs)SywESEXeU0^tD}gfILP-z=L`$Q`B)CL%nZs7AVtYOWZp
zrbTv4SyLXX8O|u#yXXu^z^S8spQXS}J<@Gg+?ljnD2z_x6T(KhDQke>7H^upAsX$c
zR+c$93x$r08_dIDN6@|*d-);H8Lh+d77b87B)SO49~A&52FbNhD;g+NS2NRa0yF{u
zg4uN`o59&&J;#fwC@PwDvkg$|*)Y?YqD~#Gm9l|`n{0^^ySlIH00=IW-Rp968yF}x
z!bbf~Fv&C8i($IhrYotMHq~2Sx2>i-KYxyd2N#26*yIR6x%sW*3ikjgPj+Os-1Qph
z&iMC6OHO;NX1oBR36kp#dr87uZj1k7wc^i#lGXVruxk!n4ODv7xUE!L)vgb~PBOCa
zzz$nfug>?K;k2x*E{#E&4a>({jUL~<^i{@wYmm~Vo;DptQU}L*oo-pp@HE$cMc?)s
zj~5p_Jt>4acX&@gXY7V0DS(zz8$e3^UwT;pQiE(WUB|T#m3XA0+YdUfUl=F^(CXvj
zfe9F|_3q$te>|C5fp@^i_htjf{mD#rtG}AR)Eynk+HXMJ08_Q8yIcZ1>!s(#1^^<V
zN$Z@hbosrN7hvCshxNOzH`;H<I`51xaZY%`aw!nI(14%6_S5IP9KHS>l==DoD4T=K
z2>b5L3a$Q62=n;$On$x&n9Z?!6Or^{DicTCVQaQXHnF+1^pTqOT{7a`VPt>ujMc2V
zBkZ=g^c@~vbWaR4mS_$jHD+CD3kodO)c(A7tV|iqY;#5u>=}#IYtZMf-o6?+!*NIz
zWB*v&s2}&2M6sjGyGw4WWSCtG_t&+f3LlDOP^?Y+upjZ-)@h2}RP;n_Mubp*p@PU}
zNOfzlr{=n3oPEY1Ql|K!)CKapas%F5=xTgLtM9%vU1W}y=$lGnwUTbeKJiyk6JOe+
ztyB&2&!JCxOD-ABCN534Y8G^0>SJef0CzC&y<fh({N<_`J7BalbOHdO%@5EGafaMk
z1si^IhQ?(dF2W1)yD03R5CAaB#bLR7fyMUKDgEV==qnPwT<2JZJ%NQER{cqMq5OB&
zR#wXgEmw1{9a+A<m#2t>;^A(85;8Md#+0D-G<TiluiJAS73H|bN`qt8fqv@?6<yt3
zNH}~O%?0~PsG#NMpg@dK<LTM(Ndy?=+E;-AK#BmwF`0oOFQ_l9u|Ka96o~wkboSbx
zAo*moWn`w3UK?O1uL+-o3j}hZmnQPx*R%=QCZYWcu=&FWMGGGuF;6B2R&=b56zqC>
zM>;>>$$5M9Y}%qfq~r4VlK`UAH9#2wZ<Rhi{|!CV$t1szE@X9V*H83YxSIj^Z##jf
z$Na<$7A}rTnchv$ixWVJMTOl(ujOPtS5vm-xjR>Yg0(kYA$Yt0sz;C_J)A-+KB_zg
zP)kHX%+0sQix-w_AuD8@a{|EP$of|EIOXD8_TEL4QORDTTLCra-u5;RXu8CH-^^s*
zWBUasCqKURg#i(k<L<?&wAW0&(-5Z<(>Ao6(R!ibr<bg^DB+iT5#%RYw=;mD-Wh+5
zsyCcjCWA{rkSU&APQ{7Umr`3AV6Ij;DFptC=najMY&>hwhp#d(Fae}GfTrVBdVlit
z6~k~CCWcRCo50gUj6-?MM5?czH_8TyXoB}hWcab+&&#+F`Iz@ww#Q5CkQkGU_`v=!
z9Lt&GSN0xBzCwd3QlhNHBs0{Jo)U+)n4Ji5cn-Wf{RPA8q)r()Y_%&+A|rdu8R*pa
z3ND+OO1lL;Pb;i@wM1q^XO$e!mwWuN*8N;HXzmrr?HG!oRy<{zu$~#9w}C>;ogM`d
zxXA_aJ9NQw9p8oq<o;mt?hJ$1!6gSJ0CfBU?iNKO+TjCwEtBLmJ^AHJ9l)A#&Ypll
zO?p>u9_{WZ_(cqKy^SXkHWQ3DO$e`?_UCPP#*;bcZ@`YSB($X-Z5!Uz$F3lr{n^9Y
zYi}z_`{mXpKs)1cIyNsjd*;B>RaL6r5(|(fR3M)7q!kq8BW(iLa7aJDiHB#npU(xq
zaNB@<5rWj=`Lk-pkkG0=kDJHQ`&gxLZSNT=vDzjReJc~spVfEZ3(QlTU}=50i%C2`
ze})G=@G82k6YuO7CVQku_F;w2l=qv<l-hMoPL@mPpjl3lyM+Qn*O0ppvI8SR&0FVX
z{CE?WB39Fo^3(#@bug!3-BNZ(z$V~nIu~ChTl~%>vkQUHD9_Jt(LWmvb~u%n=LI-d
zLVTF1SsOqjmDOYy0rDjR*g>X#3;OnOwT|oM`jowDuZww%kp}$J6PL};sq1UE`%fDx
z(~r_g=K$OugD3Yol;LW8@vFP@*0fiPAL9l<g>4${kB(FOp$Z(Np6lTS#lH-?p~Poh
zGiw&=Y!cdZrG5Ua1@37xb(2sW5*nf~$n82gt7`5p)${to{TaZ|-F=uI?aKKU!TuMK
zd_#+;5e6WVSAP)6$s;4uV%W+aOamrc6yWzw@a{*do~N7J*^qQNYs2d=pA`_F3J+*C
z2|a(xgvlY<L-H)Pwf{uhWbj-0T~EyJWXT3l_VxWA7-q0agiQ9l+eXHOo?hKjkkw4p
z{?=qkUz-03zvK2MMX2fMW43si+w*GI{XXr=yD}&{yQ3$@o7ePv%m8815lpgNFVSLI
z|NNQbd$N-{JX9ZjIC%ZY_hh|KxG}NAd2KOUI!@C+8Xc>H7ruQjmG@b93iDk3u>tQy
zMdVk=`Ycx33QI6T?iK^LdI_#F0;Rk^K0lRCvvdhJ|9QC`$m4iYe|A+Ky_I8}b~rZ9
z=u#C6oO&|<LO9&7%Y>l6&v)N-GE#^g5Pt(54e3K)r2zJUlKi7FrcRIET`?zH?GBlp
z)ToZT;Y=pP3G(Td&Y?I>!-^Kw?lf6#VCoZfO7XfFVly9sb@NmN544q$SXH5lMWv|(
zJpmaETaWs~iMzjj?J%8k{M#I(R5|bBQ}PZ^K^zp56+0c1*Wl5!=+jl|47-rdc9q@X
zD2AEme~^`*y+J4}j}$q9p!B!dkw(oQ+I{GI{)KP;X}ZGqRM07X_1#GFgwL`^9!oYw
zht&t{nb$Y`TptOJU?O^>Va#vTtrNN7GxfvFiYZ!}ub7Out&SE69;9>_*A!iIXRgn?
zlWoHlbfJK4Y|UCQYmKix<&%@(g(JWqDb|qJ-!_d2oyg7m!9BX%oHR~bUDA#6_>ki>
zo6OnJTDb{1X4>oGKR7Qzu9&@0(B&zBgTsA*zduY&T_*9kfA#Z!c6JZXG@<$+le~`Q
zs=?efv-j>fP>ID>rJiB?Ii|1L3wQZQ5fZ1aYCVNIe;uDM%l`Exm_e^HBr(8E%R)XO
zlD2y7isx!j+2SzVXUZLmv_HKs!cT1~g6xe|iB3PO-<{DTHNqjwdpX6D<bBV|_dfuk
zfF=Ise;uWyxQ}H7Ul=J_ztn8!qjJ`P+4=x=x0yI5NvSRBw`-^$$s#W;38x0vj~vOB
zek65t;0lwA=zFctMau@Mz6-~pWke8bmowJ*l1gC9hAaM!WSGn@^39u}yd>NW&Ds|+
z7n-_yO&y#Ss#=wlVl2$X7%UAuvrp`63Mf#Od^qBfb0q7Zyqh@@iunC>G1&hPeBJcW
z>JzvGufzSrA|d}qklIziohQQYkf=*-k7UZc?9!!}qq7PqQyB4G@u8BoQ5Yn7K_E-o
zcRxA^ek}OLgb}_ey?z=Is2Zd@5{K}}giN@578An8X<v$|-ieaR9pBYMkEy~@a9?oK
zN0cKI-W4$Ejq>6?C9fH$*w50KgpdNMNQ(HS#QfYZGw!J{;D$e0J|KU8kjX!oF5#am
z7iJZoOn7LE$%fhVz_~65(BnYm%<VDC_23t?c1*^j)uzNPL!(iBoaQLvN{PG->&xQF
zx@YTtmd}<--<jY?<!TIvlw@B?gzmzVGQ=VmYidZc`n*DJdFQ+Lqe==@>W%6WN?j_~
zp8olKM>CVSsY17}{|`$O4z_fS@SuOm_aEA2DpV}}f`0;%${E~3+?d@{5`B40qGH;L
zpUW{vs=d2F)9B$R<UY2a%cz)@%C+gRz7TTH6bH0rA>gvU86mZ|W1cBahGBpsmqmP*
z4QmDL(#?_9^KfT8_vLh~L&VmlNPX3*M|fNxn}e#aKgShSn@YCxYa~WYzoOUwUPiBC
z@}Ay?yU2ez?tXoLQR#m`r@dJJ?Yi$FU$3XlLhmMOCckZr=vg@EOJl2&YhiPebPqqb
z#o!nTo0p#cmOPyuK=&P4G50Aoj!NEQT|wmu;#6Dwm^q=5*jle+M73n^j)+7&UPV5}
z6qHDiX}`j6<weAj7)xK!heDBld`sFi;xkm%?|$s^^E!KkX`ADK`wH2A7SFi%UxPGM
zEUg#+xZh^7m@eV|vX5B3LYvJEouc`ym94&{>fLnK7dD?uVxbD}kEnQe&@C@)W^;{b
zTYc2qncnq#yRyoJ&wS&SHVX|MSCCZ+AYy+a&6UI0WE+VWLH`4c<*VLaO-XfoR=W7q
z1R>4yy^Z7RZ*Xncx?sv7W##mlKyWHj@#TJw^+8%kUd41N)ltpaib5_G$`oQtpq+eK
zxb<L%D$7DqCk@KKd>*=v2>csv@d59|)O}wP^Up}+qaX5PEE4)TOtKNTR5CBwaGOk8
zJsC-ZOxmWFbF5+u4?<&Y8gZ@(lHy3-EA<WR0yQvNdRGW5iIgkx)K9rlnX^*0uTCp-
zUP>p6(}g+vX|QT%o%N{)<PWHB_e4Y6a?wPF<X)r4ZthF;MSrbn3nL27#kk2`nu7fa
zh4<u8`SJoIu*gp@|M<@T8ZM^@pV22K^A#0*doipVp+c^TN%BR*VLhImfpFbak}N<>
zM;&U{>csv<9aQ>L1EkkPX0{dYds12YjF*vlC~w&{9g=Zax%o03hUxA`9vT{|6km;4
zSYGHb^dd7j-@&AUjdqpBgia78|9F_?z;G;)`>1v6Lp!;oC!NAe1}l@WEDzi+;`;fA
z*&3gRD9`2X39K59`|&*#=|k`z+m%g{=-qU4M(XZ<QhY<QszXK=jl!IB^R|+YC;^3(
zCSghDrCEUGuk4S|75_n%7#-4V16dmt{hZj+DQsJO2hHa*wZ##9nSMpsW}Y4W6;yKd
zNkc=<p+ZrNh1i_>J`A_T+nUdGOEcT>kxAAya;18;`eHhLW>ReJCF-xs%|g{_)}L8P
z8wGZ$9Vr%{gQmEM(@F1#q{1KD|L^&z6%+b_l-Th8E!1%kg{+_vsc*_-Tz8RQ%au2|
zW!f_RWDR&cJ8>&N7zAK^PS1Ti!Ze0_6js_=b~7tUVkW~|`#o&kTq-v+r%<khvDu%l
zJs}@6VLM^zt58IC>0Im=dFfZJDm0E?6@u-MOc^3>Yc?k};uj2fhMVIAn2SlR>M+QQ
zUJevFPGM%bw?p#46FiB%@B6*rT%8>qg&%5^>GvV`REjhWsCgXy4~6iTZc$-i!esj6
zoC#dvM317?u+YWV8OJgPP0hZMuC+KsN7K+QQ<vnM#7gUbd-2JW)*|jrW6rEb$NY;U
zx=GEsSj+g|$~AdPw7+`9mNn}A#;^B<Ip-rR^*nYHgdgYQ_+A|lo-zzX5(J5+;OP0Y
z<3SlGyVxrjYH#LgFwC9<XU(F+))GumaJ>FqT4^^##{ZS@!?@G(pEaYnYZ3k_1^!J_
z>Bmu6p0>`(%DJV?JEw&VK^OU%iw(AQWn{Jd40kzw>El6?g~yneoolqLL03)OC51n^
zaQ!<<Vw!Db3#t#upCTc7CG~3WTCNLd^+l_QKjV~`C|O%;(ME+={2U<bf}c^{Y?q=<
zI?$|LJzm0)xj^7Gag?UlBk)us|2oKN|8ZD}OYz794M|q_KN+n5nDSqO<mo&`uK+jU
zGrXaCP-6iDTDGwD28}@=I9!H8N;r~QZSblbf#Ol$bErEp)>Qv${gGRsnbq#9(hF#Q
zU-Y1IqtwA>-_mTZm?MVbV`jUafYK;O@_2Gp;~M<=&*_kUZKklES9S6zj;}b4pT*aN
zerxLc1XXjXIZ_?vI>_s{M7PE_0H`ZC%$L1`Ay-hy$Ga=we{gnB?hWA?qf6+&3Fbf8
z08%kaE*_Ti23f3YyIcug&-Ijw#1`ttIVdM<@R4TJhG~p&I3@iHR;sX~!swaTl%@TU
z1zeC&I?tKlM7Y#|Iux<6c~z<QTEG$&zNwZhSbAl32vhVYx&kp8sg$xAarZcu<8-<q
zO1vrDfPaFhfll)Fub9<D_o;~IRK&2_;osXll?EG=Ac6^D38Qq>ma&Ed;pT$zDgMX9
z5c7HJkMRFlcR7TV0@#XB<zM~q;t<V!FsV~Wh1aHD??dv~Rsk2dExaa=8KN%{-5#<e
zb3{hQLcX4N-&cEvgSzgVb@-kFG&9B2;y)2<fULvWXI&jP%fVksiHY`wXoP*w>6B!~
zJsBBZIM`K%Ov9-{GT(DC1KY_Fx6R3D9+d#!z&eVNxexhj&yS^#ed<F%o>aX+Pw>|S
zwZ~m+J+yz3ea6uZxO<ZK-<<xU@6~@}KkR+D$$r0CF|b}tr*pkBy4j||R#Io8oP@>L
z@5T!Mh{AklZlp7vl8-6G>YIZZZl2}f^&u-zyTPMYM(cTGt+CV|aZfItQRH&nrcwHE
zWGMZRqb4hF6^2!hr==SCd7pAGUD@u{FY$RD($&o&Qk;+G2&t>o9d=|1_QtFD-TLxU
zVv@RBHy^9H%B(3%r&9`{V7<TR{M2{UVDJCJ@0m|+G8h|g%(u5V*;Q4%yl!rtVKlKe
z({;CPvG{cAKiqo8lYwbACt&2uK`0c!g=P8lT?~ni6nzd%ae<`u%G?5H;^rzG0cB#8
zQKRms$KmqP#Ju{=#th@{>56)~cMVQu6Hvahi&{WR91I3&G-j6Ci5snjU>Fy>c(nHt
z6$=&v&~<OnpXt*jDxZE9nA-&u_`dQ7ZE@E>w8iEB(H57`l{)PigA$nT4iatn8k?5I
zQq2W`=bX=8BVz%uo7;GN2P(;M4uEn1vvEDK-glEL`#_(3b*OTFvoc@ccDg+*5uVZb
zx->5Ubo$T={`#vmrn}b~6UYE_G?M2bfZ{LFVHwgmYby!N+VI+p`IADUvxc#jehupy
zQ*d!8R$Mpv&x6uY7`YCM8g*=EOZ=U7#?y3a(*ZmlKuK^&Z#D+5&giEA6f^a=OJz7H
zmXqe)w0gMTy*%U7fx&atKQMj{k<$Nw@xkThV+3}L!|?iMW*D5cH-i*5W22*JMAI7)
zL5)<6{F~o_nUXVYkmirY5nxu~0>Gb`0J4;OBCqZ)X{1wl%_vYxJzrP)P>Bq#n#4OH
z%^trGd)8A~|0xYNf&DG69yzs2hUV%AL8X~2kIqL9eF~kt@QUIVRkSf5W0jM4$I%!(
zNLV|>lczdcEjAfaH4Esq-jQJ+*Kl>#9D^druMdYuwTAqnZJZh_8Q1~lK*W!Pk}=m>
zhZl2*fT*fu4QTp_IIStthad4fsD-@++piZ=rbjk<DjP~VBa+VU0GJE?waabqx!_Bd
z)n89VLkf$1m;u%90`4UxfE(%)-p`_PAtjdew&HYCrzm9KnEw?r!)xi56b+Z|a#$f_
zaD9)gyaVLy<BW}<^tWH#*h{9v$PpQUFK(Ar(G5JwV{HBtV3dscF1-Lwz>E;!d-@xs
z1PS&gsy+Z951^E7G|({u@ON~QK!5Zt*2}1jke8f=OWnX&U?yyHGEEjI(PE(?4sy0%
ze5{+P>g9Wn7d8i_9Uvj0><G?WZEZ7FTFtO~-{p|fL&?&m8M&*y8{sF-EqXX{hK}%3
z<zZ`$+XR5>IR!xX0gzu1kdXrF<M~P}MK{+sr;bl%E3Nc#68i@R3iPHN!(CdUiT*&6
zr1%V)o*R0p#W3gD$+V4R*0)8fFl@m5QZ|x#y;eIv`y#lmttD>sYn`@6vM#tBx8Tuo
z@?9Ma1R)<2#hCNF$Ul<S2^VWbqh>Bf5oFSNCl0FjQQ@820|n8!FTP~`iI^xXxNI4>
zT=9}rGwvHZLS;~E+4K~`n57`E(z~c8D)?D_Ia6e1F{eTZ7h#|u>#H}Uk0as6KkDyg
zONJKazO`9f%c$yXtpg#IozvA`(el5lVHz*N8;*O=k-@#2zY{ctRx>#9@pZI7tqbe>
z_9%W>m_DM8OH%*<o5DV{nOKZlCa^lMQN`Y#R%$WsPPZM(d8&*tfD(9&PEHEsLpvG;
zsEv$nd%B;>#3`H|>)qI|wC7*%d++54a*wI4e0yres=Qa;M*2tSb;D%2`L@OHWz^ku
zMwW%Q^KGLVKo^!3z-(dlBY{CE+iLDd0ebgF*NFxHL52e`wvl3im6`><n^Y6Qi?gaw
zE&!dMt!Q}U68dn%X6k)+wj=#ZM)1EIZ8R12@1_I0O;VEQ4hrh(Cb1}_iQHMZ|EmNT
z_t)VO!h@3i(O{YQ#=iGH*S)gzG6fl(WY`}9Xu#RECr?D2XtOTn#ls)Q=E>@we_+4P
zX<!ECfq_4&D_xy{<QMZn^6S(fM;W12xjS3qXfkp=S*xZ7ny#=AWLNMSAG3QTE^@XD
zrA`N!!W%sO2ff!~V3(3j9MhqibgT+nrSLU+8~DSFlcOUE*4||Gc{!^M_vtsSgqJ9s
z9*0x_96sp>0kn(5M?-tOXKace&Wk+3qfjkGZ_(#{uVRLfm!k5>UdVi>K^w~yiBsIs
ze)}OCPnfYKzCe{c2?tw&nytc$RLnZzq%m7LHsCxs&PV<wno_Q78_!#s@zv^e6REpj
zqsgA6?aIgl>?W+Z8(=zvbOm20wW_isQ;B5y{mD|J^d4^Bv|YPtx?1Z_zb`}L=-Y4!
zSdg*!Uamb{))`}g>lCU6>Zvr`<R6zR860iHZbvEnwLl=(tSYi=J$Ph5{}nP`1f@&|
zSeLWC8O$j&>EFO!dQ)nTzKyiAtHJ{Dh#;m1i^a(UHL(sifYMU%?!#?Z(<}-!Wz2#D
zOR>u4od9=GF1)I0Ciz1l{nMZ~_iMnWFTuu4a9!icwnY%cw0D#IRJy@&SOVm>yRg4E
zrv;@uTGt{i(k&Ze>yyOs&xr-lRVI+z*%WuMRaU88M@|9fFsHo1EuPuKu=X?N%CY~d
z{e5Heb1MM+1+g`Bz{RGic?_U;Vs(%9u6+Ng=LIC-B_M#Sy^G~drAR;SCs}BOO;o>@
zyX?;eM#BtNDv4~o(u)|n0!K$j=T5F)R9eN7%s0+!kBa|EFK~;2z=-aIu001<J)lS)
z@v__h;#&ZaGI!<^4WdC4GO#sx=eb*KEFIe^XY}1UXoJK|r7!2r?^!^m4ItV{?suuW
z?w*H$0C{gltqhp8sQvA=HQWQc8!PezfbI)mI&F+#YphKAYVC@1Ufb?6bpPI$)%5mc
zDc@;T{r0$w_9f7E=@`!10S1d>^_=V|M1MOeWs<koO*wz?a=78@>3nrWmwC!8PP3ue
zS|`zc`E9<mO~hj<$-vh>L_sd;gMP>$(}fMKlDhx%N~Jub09IOgqizjol7%9r@zFeg
zxv9y%FpIcpAQTdBIbLG5L_xvp#KFRONp{TL>|x*N#Tr1^(ddfcfv`uMmS`p_Xzvq}
zLT3}5Ax4sKrhXRR_}-|+ul}}wc*YtgUq9x^{~uia%D4#@BIbITZBgX@v((PN@MiS2
zVNn7{RxTtp+~kh;`nS7o5!PGEdpA0(YP_4DWZpvj;dc%qM)i6AEHA*33G)cy`LnN2
z;nNH$==I4c(@A*G>TbH5<I4o{X6p>S9j$-@BO`>+<IWYQ#(978J$=WJ1htY)ec8$B
z1cA+k!OYp7JD>!&-z4{xPv#NhHj6a|2$$l92A8uWJgutT*?JT2TBkN(OoH2O_J>l=
zH@Tb$GLTc76(9#6n;_^*DJ$&)5d*(eM6kzq7uL)8y#6(5Kw?JSh*_I|sa|&jQIExi
z-th8-NZ`>0_DnSx)%~^Y2-d|x;3%4p-DKnnabx=`ny*cpLx_iUrEtveRx^JwPIz+O
z>cH^f>MumB@8&bWHsS4Q^ZqpRNNYcGNC<V%d_r{JB#W*IP0~F{$1)OJT+RlSpugJE
zennlRF(rM;GmI4rllhP{%yH2NZa!n666-F>Kp$6)u)?R)&Xbqi^Isg{!U;dmu3@qU
zXk|D}=KFEAPnat!2;z%a_ZZ2)`bcKTvoiT4OWNajVd+%km;tyB2^#IG%NXRxqF!ny
zRCeOaDbaSw<XK8tAlBuC){S1Pxkp{W?}45r7DXEXn+B4qRZ&63C+av;>?4ldIwMBE
zPi;kpw!@5ASF!7lL>Y!GMcs|(p68pn=Yb1E#wWhhE{hGf*}tuwX2Kb--fExEBCc`I
z6BgVDcYC&c-V@m@0ugP;^{ViZ^KSyngmkXOp|L!m4*y>A5rR18gD@EQO(_p}kHL4s
zJ^|bME4j^|votT`&m=Wf-wXz-MK((WIEM2v7om)ivbKMlso|m0G?4(!<VDD8%$fy|
zh(Me2=s=3`-&x3ua7m?nUs^m>b8W*FbMB`?&dU1K2a_hxQYFJ22@r-?3^u3wZv9Q<
zv_m}OKsm3}wIwbmp&)3q1D-r_4!QMoO-HqR&&u(fR5YVC<oRn`okRiU3<KUPc9zo;
zd&hz&^MjIu_Y-bHxo^R7o(~$NzbY`yuaJLhlO9@6$o)H(!G0+0QL0GPZHChh1H!s^
z_6(9#7swIMrQ>OxGL1>~3`!if8CnhLcrCt}BxiH!8E`>a)`k?;3MZE4UPR2K2hvJi
zWl!H|Td0ze<0^lc8Z*v~rKNduNQ3NXZ(Q*tA};pyoziZC40g{zkQjwjv-W6cS#A(|
zyGpp<Z#oG2dPj<~Evvq;QoNFyaqHOWJA^{WWFRIStEY{O{uu3{BIP-aKT<}Q_uO|V
zFuxzL5%VCU!h|=8-~IX*kNrEv`2c_#g!#R`e!_~`jimcJ50iG2MP2GR|3<jMCxCAI
z>=;jm*(616^u!4-Tf?$hPlD*(yXyDcF%pREOKDW9n9_76Se$l5)F7rd;!=a7&(L(P
z;5y8Kv_$Neio-;VOWF~b8VRCUwf)tA<dte|7geB@<sBhTWH-Tv{r~~b|Lf~41EN~j
zx33~nqBJsqNIMMOjRJ$j(B0Av(hUY6-6<tCbayM=9a19QpdelEBHU;1{ht5%;3q}q
znf27Vuj~5V;FN?^-j#5tyV|75hhiTb)z`jKNoNe}N<P<Cc;psrPb&~?=5|-WOYk)r
z1H-w9u<~I<ta89%bTy;GaKOuN&Vz>A7F3_C8OJQS@3`MoGnky*$xg3JGk@IB4={BO
zZj1Fd-^2&}_0o{WcZ_!s!@5lTD9x7qX~BJg1Z?P+Gui{m`9-zccPi2czK{N#JyT&*
z|2m>Z<mY47oBNwU28ynRqW!Fi%NsLhkG7+y{v;C_bw6=zTEeL@qeb;K^B^ciSdw{)
zeaFuk7bIIuq3z<h=5M^TgPKy3hD9Yvm4ZnL<~{hHcJ}Q8{2I^f<lY0vecRz;Vo6Cq
z1fqyF3l`5Wt4;L5kStudPu(T5GCPTg!9=@wSX@w+STgfCz7~Y(W+DRS>w{|%<yJfs
zd`R|};B!4z(g#{;6YVoEvVwZ;U1;jf<t*iQ7TPTY0!*k+8>)O6Ce-*;<TD21e^D|M
zWD94KkBT3`5*_-2SSW_?!hu?~U`V;fa-yO}bg;NClXspHd#~y{(E|t?BU>WQ_$Ze=
zJ+-%`%mzOQ+cln=9wXCq<T=ho<z!v&P@n>GdNpqT@0_SqnM_j!mr+w_%C=pHY9qMT
z<iS)-6*$7l%)3i<64R)BzRlQKx{w%D){xC#vU&0>l-rr|x^CP8)Q$i34Evb>xUSRu
zkv}+7<QGed`*pf)Wf8FmpD0oDn4XqUiUpuy@9Lc<*rS>R#yT0n%`9m@o3Bt*N3zHA
z3nQtKb6ATiBE?0`p{X>(oaJzK30Cehd5c5MYN#waX&YMJ6zH`>!y-!w{4J+pjd>QD
z&H4vwM)K(R_1<V{=_(?*{1GAsEz*?oB~R1@nv}eF-{z>lOVg7G`@AM%+Rj1r-gh7n
z{ON1P3x0iC{@-k>vRr=vQddF^DHR~pnEhR-`TH|Nc}_OsTC~QN8qKm(ARd-6AugLh
zm_wO=?>k23rX+kWYRW(YW|J0aTR<Ku)598Iq^P*o3+!`*kLi@z?cE?!etF;gQ?or<
z^rY5ea%bzfQ%nLA@xxv!ixaV2<XZ$d)>Zk8p*Q(<d$)cv^jjZs9a~UM^=%MXQwZDM
z-8Q_toJ|$ggF4LC&OJm-2mhwp`|_all=LU491Jhf(-(_%_fo88N*K1f4WnQ0BghQ9
z*+RAhT|#iBhARi}i{abl1?-wx4+ObZ;&9IkL?TjOu+uITz4a%UCZ-eP)l4wpV#TSD
z`6W939Ik;eiNTzKt+>qp0&ts0)#A<?Cv3PlB~B9ATY?M;U~tlsr(F{sV`;R-3}6pY
ziwcS;L|X=q(sSDE6y5O_EQ_bY5mp>an;GDEG|zNY+SWpY{%}g6tS`(Q_gG=>=={IQ
zx8<l!b2`d=-o73W;6>AUN$T{Q-dSD&3-x9lp+JSdb(t*Py;3L!ZW1jmfSSsGQ*pjM
z!Z0umlixlN+*#)KzaJ&lo5{*LggUp|1FA^xqcM~SuMn~{QWu<mJ`zjIm#vE!HWNc2
zc|6qGX=uEtFV{yi{u<3|B(w}^Le5u^Sey~=M3L&GQI*Jqk|pXx3w8JDEUQgTgxmUU
z3cw30%{C}fdD|PFSj!s0XmvJX1v#muhz^T~#e9d$ImN365LmV{><mhUW4fnxB?HW>
zmB?w>%B)M3N(ow9$tveza$8L@lH&0C0t~eP3vW<@{p0KyOLmijm948-=-cZP?H`+?
zh*`%S=38&=we~Lfa2dFE_&yMXzw`$SYmj-cv9Y@!FMCvYEip)9jmLLJW{PDhNr}IR
z5TsvHG|pjuwDd%3@Dp96SBZ|sDy6;^(_A>s(4~Ju@%#}*0`p+{*K<uj?w?z2#8Yg0
z&Mdku_UUlh6_uBsExcxD3W5fbC&ua{CVpn(kh_wUtdp9~c=}x$9}>mAv(p?iRZ~t%
z6E!st)W=X1O$v^kF%9EW2{-K0U4pXiSr^!+nsH28jd?2w%B$u}xf0w1O*pPFMcNo6
zn(r*)u5gW8Kl3sMicojH{I8RJ2$M8EC{l_mE+po=(c7h+XIy)E@kv1hZg_klT(2{n
z5{K-29O$j}w4!Ws9zIOeOd$0Li$(2x>riS#&Yj6INN>1EWl@=)sF*+8UcesJuaqVA
zMy&NBT~92L6U`6DiblN^>*EJHQ88H`Cz1errm0iX;MOC|zyR9X<34-Tg|kq+m0y%l
z=U{Pv-819G)~fht*xgzBGICGntMy97A7*FFAEM&ZFeV~XzGbaLo%Utkq`FkZvwpUu
zjCve6CQpZhnUZguDIXeDa-1liVqBUifkPgk1X>W{NvkhFcrph}?YDTqQw1z)EnZ|~
z=1W)0^skf+V155{IzA^C<f!0?n<rPMQ{_hdgb|h#Sd~NEi{Vli*<0FC0xQiq%K(u^
zfN=x4y|n<`#)!#E`aq<WLYSJoseBw(APIW(M64Ig&XH~$vW+F-pv*%w;;^&gV|to%
z9Byhv>F32*V{0nE)Nd?N3@92<-S1WM_dxjX`<w2OqSDzAH9xYb%Be_G8A=(*Ug=pG
zH(|0SsjXTo`dq3Rdr-WgwiMGA(~*=n^)@t$1~#5>=`!vM_u5KEL*m~-o=CUw4IFm!
zT<TjtD3}PJVE3~SGsxiYEQ&WJ@UTn2`}XFp0|>kPPOLY!nCk_B?c>WB*>8q$?eF+=
zn8E-TJV*8eb>_8qGV!!bdtX%id+S`c#p*UhB{LIfrKST%aKx)sdQx65Ix8two6>1!
z<tqlA4D^B7b0Ur=*vBF8D$__aVQjo{$QYOVOYHd?NmOgYp=v2P&VVjT7?qlGyEL|Z
z5Inr@fw!r`D_Z(T*-JfS5d93WgzrYel%%iEs2{n~hDK%^&b$z50mN=yRPsZ&<pPy<
z)0P;nxP(WGO63Szl=lRjk(@H#0;)#5QGlonk|i;PNyIQKKYYAd6C8IUL}M48;)ZGx
zD@WIlQ`F?3tSSA*0u@6i;%fZDUZiB^TVA$qS1%#ATFccN$KxyY;!c<d0j5izKz2@3
zHdqFhBT@V?o&_JesLvLECkBGdh8~}XtA-?3MaE?$C&|QO72xbtaf+G-&h&kuqeP+b
z0EV_e6-2{hJ>=JgNBmaoU2HuOrXNLZq>cZ}bP8w}4s0dWDR3u1qe<>Zj+6#GHdPLw
zDY;QmO@aMIU!s#oEq=@!TRX#-_P3;coGsrigAu_kKp(9G!Zs;}4>T3kmG}n^gUaA$
z6GQ$-1L><+Y~53!;eDV+$5e0lY7RXM5{~dt`S6Xbcx6kFhh*;3NGb<9^cGThr8EjY
z9AY#e`Nzvv3Lx73Ss5B4UZ9y^cA+#HN^^`jmg+o-3%hVURjG`GBdx9)^AFi%Gab>a
zsQr;F8JP))p;8L;_m!HqyTNxyO@+legd=PaNi+6-xkhD+WaKg1u6<@z7&f`1`SsJf
zxN%PIFdm(rpoTYKyZmfx$swI3VnDq(WND&cxcVs0!P`8{By^EVtQ<|5z2TH8vovwq
zpZ{Z#Lia~XvYxi;J~=F>enI)$4}QC(Dap)x|FNX6cDt+N4bXGwXviYT=q;sba9?o~
zXT!E26;1aGn4p$o;57R(3d;Mgyyu0}EOFSQ)eLe<G?bq=FVjT@O#FOQ`vg%^lwqsk
zt8hE2l8e`-Fq0phky*@{1^KqCq0o8fv(OSsYgr2Em3R<73JiU4>05)!JTg@)mIFMU
zGEa;brF71Yl`UOMc2!iBnziIJNO6rT!rU+JmxChx=NfKkw3T<$u(P5#Wlna7L{C}m
z+;32MIZrM<W!I{|v3>eo6&;E0+i^+;_+RZ^y2i=+Z+rfEkq2%XRYb^arC~NwDrPmy
zy75DLFb)&iQPxTE>EBFAJ<0`Nj0Vfu%`5goX_(z;9ww`xyM#Osd#SQbS4gpzC#2>)
z>PJ~F<qS*gAdAORW|sF9E%zPCU(6tqkP~c6b$_oP_X!u~Z4Av@(4dH7C|RP-c$1_-
zO7BhB=P3ysK-=2Us}p$RQr7lS@tXradrv+Iw#_$NgwZiU@9Cg$7~5qm{G`twP|I5z
zB`d+4Pfb_BzVt!f;faToaah+k+-TfSvYQ{g#GZWl6j*m1h}Re3x^F2?Aw^MtH^Y%W
z0D_0qFa*+J<7%d5U8vjYr$r^4A^8g2xLo!Sy5a;wL%E`H+A1-hp5Rw<L{FotW7>4-
zG9v6d^(&Z)y$GUOb<dnJBh099w|=?_p$J!5{-kZu9Z%0Cfsn07o{LTGqkEequgsJt
za?3$ajNMr@kkb=a(MMY-vs<IY2&Z`PCl%nw3Y(v@gjJ|_<Ha}`OCn;&m*9lqQD<Ln
zbPPt|qC|2HVc^}{g`my4Td5vT_I3*A*uCzz*7HfSUmj%A;hwz@fCJ9vS{>nXV{;$(
zYj=`NY`m{(Yt51&92x*aC(EpmtJaU(ap(Kx^xocbpL)58{Ag1BD8PhbfDrzyFAX8!
zEK<hKxQ)W3j2i<s@=qI2)rwx*pNF>wbmKG7du|1_dN!QD0!TlO@?vCRb!*Gia!sGf
zu?^je&U^?-3JbDxwM(jP+LybCt?H^5U5!Xwe}yzC%6#_N4ZL<rBVFwOh)2WAvm7rl
zo{WkJ;a>mY#9N^+c09Y|V$%CbvJyb#30$tdvZOg)K`1O#Z_HS;r%L3UZ}Dp$_MH6{
zvy$X)DTNK`ce{+xzC4iaE_uXLHe0<yBw+sSWpQk^<xKSWtjaF%HIXDU*^Y0YH#Qv9
zc9mQk$y>b4gNp!67<E#Dn6PKn(tAK@gE1rkD&57otHx1tV-EmXX%3+gc}Ox~M|o8~
zJ-Wi%05J#vr@~(GN$1Ia6I0y#GEzXDa-2R+Fi-`+Ume=ot`)~YkU8Hu1mFkX06N~;
z{3j%B4}&?TSC4rPVukdrV-R#W`@ABvtobrI<#sg{EQx4lC^DXpfbW(&y_e4qNPAoc
zmbREf$bMsOw;cblrEQ?y7DUqTpgZI~;tWsEi-gd%qB0|uMpH4=i}<f9g{nGa*i1Ok
zhd&M}tJOv2fMyf0Kg{(5DidsViYCHr1epdb3SxGAZ1V2}U*=<Ya~I-sY`6QgH7FKq
zuJCpFI`6=_<~Kexn2xq7bghq9rhDMP<heh;QdPYK9<y@(<iODjV{BPX&E4hM{vukl
z^~k}D48Hg$$TNGpxdDJ&HCk?Vsx2kZjPt#2q3sdhUZC}*v*E#q$MqRR$iD>n04@GW
zx9Np60-*Ayy+Y^L5sWi8sVpG&T@46Ql-wDpKWw}*bOS_0AYnzB^&v8;h{*FyC#d&c
z@KrTjt=@0}0N3rR^MU|A;*V$mi~s;C1AP}Gnyzy@CdEAfc_HbdA4&N4hFQPmFq|<<
z3Ba7Z6h=DO9{Yxh^z>+7na6S4Vi@l09&n?#5tnc^wZ;BgJOz><a1+=QPba+%ph`Y-
z4F%%2UymgZd4ls}jN#;Ky8CHPcNZuz{;K9b>}j|8P08c>KY2?s=2@{nJW2?V)c&p4
zfz&UPT(!QJnVjB5visz)wD?+`S?5egvXF7(!;<jG$`?zEDVnAMb967YDGF#3j31wl
zIyIxnyIlJu!;eym4%W5Y6_c*`CHkmCJIBJugcIH}b0k%~MH9&&$KR|*Pr)lULXKU-
z?6&%f0>-F|!X_z>EUMz5o!wY$pX4?)1uOW9XI#43R$s@TAmVSZ9zMUxQ|KK#;5H%n
z=rfeE5fz&CmEpPfTFSOzcpk2S*Bjd9sseQN^vftRDkDl7_aJjK`CbaS>aWFnWQd$|
zt|3K9-T`CNf1pMk&MSdd=1V|6kN<R9qnXjeee2La;Mih}&FArO`IT<Cw@F0Cy^*IE
z33)*axTd~5{x5MJ%^M<7wAuEo_9+mDE3-KLE#Ll>sf0BqXu3hKf2Y8+rz8)v87aYI
z{mByd^?h=Vvd7j7u+|f>mr0-OghVTyZJ&4+s#MPzDPJyJxMmi|?i6}@>U2jZ0+hXm
zUH_fMk}FhG;mMkNJjC($=HM}$us_C1>4xm^Ox`C3z3Q^T1PChu^sr=S2Z!cDz^`yV
zFM;;3xoUfI2M_ny<N10VKr^DRKHC8V+DSl*bKR~<1!$W=`F>ZENifiW<FcI?_<a`_
zhr#4mp$hHBE8y+y>;VpDqV-8t7`e@%Oj&B`ZV6;NCvV#N^-jUzw7Y?rSSFQH+cljG
z_eQakn^BTJ$?&~Svgo^X5<BuY0`w{^zFG}y=k2Hd1;99WNoMQa+mqfQxXu6(As`VL
zuO;AW>&5+%k<?`|m9}0aQch}6ujfZeLFCuwpXp0ZQF2l8F&u#eQDW&ibcUR)CU9ew
zKq5$$b>$G%X?aUOs2f~Zvj2(QvX}Bu!!Rs}i=>v2KCdShm6@^tQcbaDmwl+GR)}5K
z=4~630@PlovWtXl3nDN&gC(sGRAcr?2}fx3ht1fEWy!?-PKA2F)^-u=adWBI;_A%A
zzn&#kprB-FofKfx)G~k6OA3}_1EFsIc8=xU_W=+t+ZU&}<UTPpqw!ljIM`vpPBLl_
z02TqssP5oI_iAFzI0m3r3(s=F(k~BE#8;qr461wG+I$L{nyyDW=NGeE0&)!uU*BFu
z#{^-qEzEqb4q%4aGGO1wY#x2gHGUP!Y;8pZphVb%JUjG&%cr97=og=)Lha_lzFzRf
zap+ehet_x3Y(AIwIQnwgF@y@MlPL{p_T-d=b-AkT2E|+OgvFE*vmOYewrNed@0Yg<
zvl{*mO<><3)N<APW#8z`877*<X??U+skvx_LveL+#4t3E6U;om!t_X=8;wo+_W~K1
zBddZ_53Qty>g@#<L;Am1J&9U2=T`mI7nLilvU4n#iF+$N7gxjEu3c#-sMrFsa}5g&
z{Sy`Lli7M#q_rM_;rlm9%Ud3gJ8-Bs0?Hg9mDT-3iU8ok5inIi%};W1QQ}S+!i{lX
z`SM-UcDm@*Q}@#b&pL5o{Il7X?gj#%nQLl0@YO9N`>g`lHNE0*7L@|^z?UOXe{$iY
z4O|M2B246|l9_4RB}-@_e5hE1<RJ~`9cfk^#k;juvuX+*qlyg=1W9VB;)dn4y^t#8
z<~mtjY`oP12!k?()imE>gm6LK;lB~DE0vMw5;VkMAyTa+ESWeTWxPTC`KaEGfMWWT
z{-t<bqp$PS^x$bC*l@8XM?Yhkv*QFRQ%Zk?x(-*NL81*xJSdEX60Aei)mLxsgFC+2
zNSiveZAudsm*7l-ZJ5qvjZ|Sb&Tr<8)~}P4GcFl+M`k*#Zi*Z-_ByIVJzC0WV?im-
z7Vv+t>mI$0(N^WO9ixtluiPmt02sR_BeEa*1a`at3=*s3#`G7L3Y{w!q|wgIvj>9b
z8`!!Ka5#-h#iLnqGZ69wV{+MX2&mdjEHi`C^{!Ag#S&11@68k2g^u=d5adAP*6$1G
zo|+OPrNfnQvKJ&w6D8JLl(0~GPjM@p&|dOjw0UK+6Kd~yK^&8wH;sWiR*Wi&-ZGdh
zBrGy?E!bD|E<pVgBzB=JyOM(vk_X|^;e{{U{5k`Ea!+8%k31WE<mF@jL_3uv_1oiD
ztpOz9!I4-g(=e>QnLe`J%<4K^W2;7ko!${v@>5!3&$@sQM52ozuk6N^=rS+uD|Yyc
zgBuP2{xJo@{aY{S6;2{SDH4Sy?n%p!kZ}tM*f-8hzI9=#8GV0gNC}Dn7l7`%H*%5@
zW~%hzYh8>vmohbcVj?dkK{&F=55rqc_!r}hvs(+RAFGXCY6Z7EOD6~!)xy`7Ow!+A
zk?@P83RR89OB&iT=x)pJB(E*aBpJd^uP=GNv9$_R%l6M&mB14^N8Yr<uS#=OPBM;H
zAMPI3ti(~AJJ=W4fvw$ibtj`}+r1egE<}UkWAkx(kpoN>*vUhW>kKDQ|CD^M@f1ve
z<^3PUMJ;m@g7&wsZeQ1az1_TXA4a#_6e!|b!i!e0E@$DCNVZ7Fc)*oAV6=c^NT5Lj
zmxGqH<TMR=vtr4B=k#nOEoxqqF(*=whg*W=z$?=Qu(TXTT-%xj>Xygf)aGdA)mK>4
z29G;1WSdMhsp97Z=Q?$in1=#I#^S__J@*Y+%^_l~kKN`<7V{Jp#D*g2LaG<5MB~i3
zYD0U>=n!4=#!XlbCx<dSYfTlRm{cOdrl1*?pHent<xVWQuq~%Fq?5=jFZH=0vP8);
zJ(wVR5mfMwc|kOU`2mMtKs*?DrUU*rfsfdty8i?xu8YM#?-dUIu^OVt3U{2bXW+=E
zWZH-~PA*xDS{itkl)?#6%V~zSY=DbmFI@Sx#I)!OL=cn&MK+o2^mA*za73REWlNzf
z7*$dnTbi0F#X68D=tYLLu|`;clC7@_CI3UzB}-9nBRLKoZ2YI0-iX1?S_)tK1yfYy
zevJ5u7Y@d%G)YBL-VcJ)jrOHCyV5qn><kzbt3q7H-F5>M#y*$kMJ6iEK{v9L4&>@j
zvszE3Y1`tvXfS7}fg_){-eRwe4Egr?kzT#2-gyIf-2c3Q-@MML`~+0cY7lbk!)jgJ
zOm30oMnyX$qjIsZ*h=ovm!-J)QWAKMU$7d)*^?<9bUrRS>#A;8W{BpQu5ev0L9qn&
zLv6$#$mv#S=cxEE1aINBIkRw2XoN@5I6RRY_4_D*I(N_P!KKz@ILh5%DIzk9sq{y_
zGm)&{U9>A(eibS-Ec(HhTVs#oR=$&wWD=l8p{jR&G=`dwJKuqks)fPLDz>Ljx|TLH
zt5S*x?bsEwf)?}NW?*w<DUD=j3;XY@G4sR5OH!%^IS_8#@O41uNo}|g=xlK33(M^r
z>zsQ?(f&VS6<4lNBLvd%t*pq`J!Aphxw=huL7mSQ4AIq7RB*&5HB@t;xeMX^a!g}R
z*{_COict1Sak!!>T2Z4hjHqZcXQQe<%W*rFRdt|1a08E})U)fJ2%uSiV9?oU@viD)
z4A-sgql}iBEvB^OEsHf&F^$g%52a)B_EMoOPAqwmZ6Wo|+gyxU@!N0IAwp^6_?aK7
zK_*<aHhD``rp1uHpY$zJ=N}1kI$gbGkj)@r6&7?ziTRq0qlOvXSJDlTVew@|`g^&2
z4l(Di>G}&7v*xFS?Ymf3yd+bi0JP_@6^*hoi~s_Z;`Ba)(|av=f)A)1L@|_wzL6y-
zSTIeon`A9JgH&m>zuk+wFZ1*ZZ)we3BVw_;xp&jIrwviuE8OLE$fMgvXq#U0G7*c3
z@4{;?(&Qf;zx4HcE|5&exElbvh*uu*$q!Zj7EG5NQ0X}GY?=yNp(Q%qOF{hE%x;-3
zL6~Id@jLJ%uzC~69GOrG+AQ~qNcue~LzbxMpqF19lg;k5DsIx-r|xYO^<bX-l-PT@
zw@G_b@dN4$S8*8H9^fVZ@0BrzlsNLg3QT8EFUt`>hlop5M@YD?!nxAJct64F*U~4r
zYl$^-g27q)+u@w<6@i?}znMN#%Nut-B(>3#(51p}S%+=lJn@;ve?=$P1tDyElpVPO
z-u(S-LRzem)f#U-!E}_n_%ttk`YgE5)*7)jVWT4vSCbykaZ|HrL?RL0s7)D66D@kz
z=!eRDW<|DSHLd1W%jnmHo>)s&6b=Dfa(88l!F?5Bok?okB3jaFQ4OMKU&c_wqSB4D
zz88VhPS>OtpdxmI%+d|06n**Q?^QD=lwKkovs)!3qTE*|epf+T7|x5EZ*N*wMW(RC
z-xb}GE+QE}plI5uA1)moDi61^?~2sl)|P)xw;&bK9~n9n$COewLb~q+mye|6BUH?h
z{n#Q)^Ll@>D3+6dceB(UXDp1{y70_^E~C4SV8~37nm_Wisjp#^j#)K#FSHFksY*rG
zFCtw=CU;24^@5m|2R5u8Hm@k51?k(?3HXi`4Q6g-8ehZ3ophQQO(gh`!2?M!D7h`!
z-u5s-C<ZWeUiiKSHn%XQHUr^UL<m*lXy{1#Hy=^HoOq*X4`{UQfmWZ8L_UIYgD9>K
zP*gq35DTDwBpIfsO^ffN0((IUh46=l6WKgv8YRWmCD8SFJ#+@kaw=oDcR3F`<j;<3
z6J1nNxy0~u4&oh@a6bIGDf4{)6}<B?P|BVnD)oK?)7X?lSxQw6b}vqMXq$-0fF|e5
ztg7^R9+kh=pGEB>ky~i1&9_61d<6@u8&`d$Le?}*v25}5b}zkUn~hWd8OKev>?)k|
zhcYFlf1mWCv(*aEWQT%i1jk>xP(7^LO|`rNIZYl9AC(z5tI4>_wK=v)K8M5ovuIp5
zJ55Du7wKkbo1b}S&StyX-As&mkafFG<(@qoh1Y9oBMJDpFIHG7fkMar7o3P3S-{=k
zqAU^NHBsSoSv>K*Gq7krwzR+!LQfKu9b1R@E&mJN?(1xa<?;782Hl3wvBb?VG&Mne
zYxK`a?Z&nEQPZ_1Cor;wEk<p<NM%!Nithl0f;(ye>+G+D+~0YASNxw_^bMfJ0O<<o
zdwCLOq8(^#R94w<1za)i%hAh8-P8du%?>3Q6+iB!Jh_l|oFX`9`VdmM0V|t3rxB|8
zjv#0Cy~7BYA1K{aAs3wmYV^jG0X@ud%n<5@mX)fbrcZesj84d8jo3-iqZXG10DN9y
z3ax4`fSRS4)4K~YoX^Nx{b*#f@LtJhd^LetFHd~;i-y=7a|f%~=OAdmG?rfwDNiGK
z>07Yh(f8wAt;qfN6wx5<(;`bRcoLz{-y@ze1NzCv|ENwonT+-^>yYwcxG1#WCmoha
ziDQXjq-Kd5k}pOdb22&7-%I-%zAA148(Nk~&-`SJG>r2zG0IO7n#=oYPws7+%=D8@
zfrj^F@sK^Z+>@NO5k-I2x}m9_<3h^cuV}xTBwTis%F~0WXqM1oxkYrc;5-bwVlg<D
z#xo5q3@Y@=VdGg++T^mGMs-vK(aI6VHMS6@q2F#~x{?h3J41M)6PvJVjP9S?b6ja9
z_a;V<%Re{zu_0A3n85BZM^9g$Z%t@GVCEmJIwzpy{?F*$RU}uH5V^cdZpX)TC@T>B
zl{RHGQc42$`+0yUim_%+)f#RYNY;C3C_B?8GjgH4My1{LLN1dn2G&f-BK%#`@a_^h
zdf_yFHpqauEz$)re4(nE+&O*+Wzpvtvp27n&F+hI&20WL;hDiLOZ%oEZM~)Lp+uRP
zA9iNfcK5(<bufg@D|8BfGgN%5z(_S8mfBq^CxMbR?O!TzBz8bZSF&4r&2#d?M<dt!
zhneIWY4^{Q9GI8@>+ggS-+<j+t{L82_?-PyIDvKIJt=6P$~@MqDTn)C#pbaFgmZiu
ziisr52W^DHl*UPAB2#5j$b0>9{4JoS#u@h`iHoaLyCITdqgl2)I1iGzy_0anx}LU&
z)Hua{#c@I9%EZ}RbIDGfb@B9VTG|n;14XQ<vjtcA>z7MKnbT6)choI00ramj30kpV
zxL&3TKs$hGTO5$NHQqO+18SZCEH|s&-ugZor^lt}mV^+RU)EtKj8o>43=(CriPs9y
z|AcJGig@+1zU#zR*nO!6u%SiQKI**bd@<zkT)S-O3D)`(a1c`v_aIg~Yi-kXHxFz%
zt;AxX2q87J?RhlkA!Vmykc6J7OHTEwz@`Rd8YhD^wm>an38!xb@;s8k4ZXiNl$)8P
zFVz2c2aw6xH7+WB<}k+UOs&t?g{PdbsRL^dFLCFU8(Mv(-)^`?ks2xgZHQkhdxoYz
z(_;K5TRN*KXmja~bpa+Occ-|i_TN>Yx~uv2chiDaQ)n<FWY0$DI=}c<bOAzU7a>1x
zV~V!_o-erPXLfHbge^3>H{%0J_uMd5>83a=^EWF!YpNWM>3WHoT3_-rIsD9XOsaqu
zFJUEDw<?iHFPK6hCS^Tr<RdiM%aPRDEmk(J$1ex>t~eM@=2t-PU2>RElY=JiSpR$^
z2Q->R+Rs0g_kAo_uFnG^i4H`Q6pNbaH7Ab3BQqM!p_F~~xHiV*ZB{;;cr6jzSOloj
z{5vU#5G?UgW7`fRmY2h6izl}ux*<^he{1YY!Q8(+!<z^(;k4VdUH00-Ojss*i4@+Z
ztR^UE;?&k3#!WswDvyO(<$iGhj`Qe1m_}xob{9!EVGG4)=83|NS_x30Y<*PL*c^*G
zateMW)~KIghKK@0GrF-J*D}5bQGu$Xw>Ly05haH#7=yU28loXAt{>p8<B=}c(VHl!
z=_g9uF4L7l*NW92p`_tL!&5PWU`t%WTl!9e_><*C4OtUL9ZvS`gTVfNy+3aFBMSix
zTi`VK)1@xWjdgwIyO<g6qI=SWTo&}mK{C@r*l=5t8+}yNS0<fRBx*)EEjX+~E{_si
z{C<mfSMJ$onFhv2)`&`Zm&R7fmG2o|DkA(2gH%cAEiyp_DDjqgISCu0bPv_%XGW!E
zg)LjhOz3e?B5ZYEw%Zcdf)_$RK3{w_|Mpwo3<s2;LREfULv#_zaQr>mM<Zv*8(A-V
zE@#7X`<jla1TJPi8#E7Akeo^2tx|q-&4`I6!mN05dt%?b2>fRzeliS1<_kD^_`xhR
zcJ0%MuXr_8gi;%<pe*u{DGW@_mMRuT#R`2innklyfM5yBh<-c9ddAV8W#WQJhOg={
zlb$-7N~i0W{|2}rx}|#!4rGhCcL<lWJzv*1QLtAsqS#Lm^x7nk&%Kv8t<2!RXx5@D
z$FPO*RAOA{J5{wAYVFJZ+I~yKDboifxQpcj>{?4l+UavquL4cvm-;}0cQ@{V(??YE
zyaiq2ezoFS{`1~(#Z<i(f{e5PiKKRi4x(KPjuVY~w8>@JGf>*cOGOnC``q8$Qf6_L
z%762F{blva3P8U%9fs%dx#re7m}o1p{{VC)o;R-<mQJ)ijz>p^txWSO&d!cbcfJ?g
zP|&?%Fhsn7zA}IV+xY8y>5Uj#EsX{z>ti!3+Kas{d`BRc_KPf65$cgn%M4WLIi`=C
z?0YZ09sxCDbAYJU7BA7@cwmixxvGwcI4z#%wq@w)>h+g?MF{ZRCJQtN%OIIV0G;`l
zlX++OZsY9!{3o{fE8?8z#c*p5nH4=irvvg_CdyL4U^3Xu*k?}KGcV6FNs9N48ZJ8v
zJx{X?R6i0=?o8VTldx}oR_W2GwCvunqICw`?^g!@@ojfNzH-eQnJfod5i}h&TQ&Tu
zdl0ZMPU46_8sUMc8?;Jn!q{;pn&C2x1EMpe%*m1medLzEPi@hFD}g-sWO^mE!_HrD
zL9p(V)wYquZh|0ZGZvRUwjd4-qQ6>+b%7ppP>#|)nxyF1r|0G~WxTf4@Fowr$x0XH
z=`~_)T!T+%<IrXt8>R2NRLQQ{p#YK(sa!rGTePOzOee13@pH8d3*<&F<NYsdaPPMR
z!a%7hC}*oS*~x|q^L#FvgotU^tbQ9HcKzP*{NgQe);;Z<%YSCP<vW*wF2VlX=3S|1
zh?T!W;1mAO9_ODv)$nY)^_AoSIj_aSLcXc9<w+7Iw=cjy2C&wv3<byI-G#Kg%d0x=
zPi>8xha-cLk)jV+i7V005s^oM0O*~{Jhgo&jloqjJc0BKF!4ZXUY@55;yBdBO<rH9
zd5NL12H=Zp0^;T6(r*^nFEl408D*4Y&5Fr)G@!nj`}>88+GO*F)ZBHPH0EkN^6K$V
z_)LG2Ha`m2w%?e1=iBhDs@D~>T|H?ny9GeFQyJYIz5?W2^6q_IXCpk^$~75Y-cV_T
z!z~xuEUvl|W{xK|-E<`R7kzI0(f0t(7Un2*2aLgY^|fqcJ_wJ`PI41@4#ysQ;cir@
zM9%=caX?QR+VR1@l7BI@n(#2$+XAU)3$wCVCG~&_!9r^@_?QaFSZFG-e=dH1)syWc
z1R#5lF~I(>j2f5m4U$d;n@;Spm$?)tG6!+uY*bTWhe^Etq}#gI0a7<tXl6^*Q}O~5
zo#9Oi+vCY&H%K2DjY;57xXnq~QrxJycU`QWSkhNz->{z&5}d>9CvRTKbH@4EJ5dgi
zNx%&Z39Oft>`<(5zZ-JJ)f=8-b%>NBO$6Z*)gFsgOFlEwR?qB<V8Gj>r<SESwP%HW
zConHQ72DB6kk(HOukhq15pE?Gb)^v^t?YdIe~08i3_4ZdYnjc;aSSOLLpB+qw%kHp
z#WQp~+KMW53BsRz(d{`}sH#}*3jBS~$&UyCkC$+b$HN0dgs+S%fWCw|*96VoIosIV
zzYHei`CVsA<wVQ8SZCYjI=Si}l??QFxRJI%^o4&wc*FvKKzO}>f$*yJTf6#6+?`xx
zNgvxI=UnwSy5Q9R_7Y#~%{)P75Fu+8K4x!R?QVGYg;KeDWeizv85C3kNIL)oF4jO5
zP(_kF*1!2^D=Kc0rDn^E2poNprcUI%5}tr)3D8@naei0+=~25hkE3O!wchCYVPj6-
zSS-isBm58%dn>liO#014ieIU*l5QxaHZj>0w6b1&pnR!aF|}jkksqCuE%Gq~{2)og
zxxp+iMXVl#Z_7@s>kH@|hR#oOy#zo}g?9|+>Hxwk*+-!+=i`nTOL@G;hHr!(C8BaT
z*`-9it1}{(Pf1<pP18+}LA!&`1)lLQ2Tt>X3`Td!HbSarPaP28vq&)}dxmahW%G{X
z0>CgG*WM-_&hq3}Regbml{eO2%mQtBVjivjk_>}q<xIMdO7ExxFv280Za~dT2DpB~
zzU!6Y|LMiCQwj6|<k(x-@YpLd0X^pbSqd}=b13-1clWCQ?w2Q8>_09}3utJ1wAG7`
z<BW`I>6!Dh7(FeZ85JFEL5eXN7l*%}JN0WSd$6Ehgxm!0{*AbMwX1%!y3A{j1?bl%
z()JD;9eJ<BA6^FNjlMVAVhZTSF`CxOKm-}+b5OgoO%fC7<ni*oug{}3Az?sySyb+&
ziZ1rTqFpBHG$>G$=SR1Bv{;^9VU8%T-={yRKu@Na@imZ%D|a|ONI{x^FA?~Iz8!;S
zBoSWMcV~LA!~2EoR6FitI(r9W%b_XL0As>27{BL<P!7JgIB9`{(M*;I3!W?F=@*v*
zAs_^1UI|Z7v9=U(aBJ<iZ*LyzKYV1Ujo*HZIGSJ7R4t1yy-=N{;?fBHSlBN+d9U`F
zKtJo~`Bn${1OB6*@xYz~s9tq-RkdUvp1K|7`#_&Slq`=X`Y(%(r1!tPtG{q*&q(C{
zb?OFm1Zi*&(UBQO(7$O2Lhr#rb&bpJ`JL>ZZTs?B=e&Ev_*HWdAn`hVeh2}nePB;_
z|Hyt5AJlYFhzF!UEB{D#x%60Ela6`HrN*;SA)p<^N0PCf%b5%ErPIee4%>WNJ?g%z
z$3~vREw^1l^xD~XAvYEPe;~StF$i=93Ca)s(-x$-v;*%Dx*i9_VskSEWHdE-41fP<
zyjU8lu&92|ED0o}*1*jZfN^8+2p7VRG5F&vQdi-Xx8=^8)>v62>_Ie!zDh#pq{}}+
zJ#_zvW4Nk4{^`y@2buBn<uCwz2!QA+XB}kq8q!Sumg4KC&Kar$)VKe1>bRakcQmX|
zO!NRc-I$WX_cz1Xe)p66-2cJ93m}UJ0({nrVR0qMn0$M)TpY8^<Uoff9{Wx7Mjno*
z<FJ8?AMde&fNPQcMjxS7(ja4u)hA#hyX;Qv#~gHC3Er924vSBn_)Z>4gL|;8DIS|V
zF>erp!!<Uc+O4PMYrqP1s|$wDSa#!fS2>3;-YE`zu}#Z!>OYLr;<tCVHq?MjY$e`%
z_e8vN{C=WDIQZg7;?z*b-anbMUZo9d+uBC^9!B^5pHEXP-93*EJzN)hA76c9GVZe?
z5B!VQLq#d>;ow}LO^dvAKakj?#MC?=9`57bdtwwuN$*dj*?0kng|@Q-T9m117du|v
z^js6w=OQ07uatYY69ho^=5w)YIQmG9PUs*L)3*i0TKkhqZQA5_)T7y6zX<vG^e9d|
zL=S=_Nc>X620YKu`Kj-hNSC;U=EYPMSSuV?VG}g+bJi`zrW^mj@0h9mv*PRRB}nY4
zlSEyx?QX-e-p_$~Eu@+I{NIDe!{euF91?7YZMGy<`3D*pc9vUALSh|Q_rtnWrU+Wp
z*DFY;-H*}sKXGh}Jq$|Rb-u@o;+djFDizh(matI;LUz~C<$8jQP{Hf|7eTLT?G-?a
z6^LWE-vy_Ez`J(jP&g~CuIgBop66T%<xYdUnNW8bfB_uWIDBKU^r(6{TfR+$%|cu@
zY&X$;W&oIfcUbj-eqKP68>izaD2tK1T($G*#rkCUcA^Ne{m<hS$<^=mdJ#}O?tq8f
zmvunGZzcG31K`aXA7=5`ALEhG_PkD3TFf?N0&C>s)1kwWY&{_OD}#-QiAhHG8<|W{
z+P>y4rcSdbCZ>z}EV`=r`><o7$!YzS0cw<M>gr!zyIH4*bOMdueU996+WnFgi4{f(
zB&3We*_2!>1no=6)razprJFq$nE0IuIga*5d54RGn=1LidoeC<CDa;cxJB(UmXTg=
zi1;?z7pn}ubr=(&Z%;xyPMi$m<K1v9v8c=jGtme6Jo~28gBDplO^Vy%!;HB7W7)?W
z+R+;*On3^u^7&zD83m$MqxEWb9k83{s{GI(+ZMfx!dY%#vAfxz`eo1g)}46UnBsa7
z|EqDhq*`8<dz$<qR`Eg5Ywy<~R^Dr(7EGe;UY*p~pSqN1&=#7^K4wp*mm5E$N}h0P
zpVkEl%rM0qIq6Iz@oP=>``l-J^3@0fi{Dap4XzWs)n)b-1J(4RrZSR~h8x!A9Pi%Y
zzO=tI?LQLH?q$l_@9aKN%x8|+db-R15b3x6#R)I+wZ-t?oy>2G$7yy4s7-!dV+P8h
zrRRC#`1!uF#M(b74BpJTuxuOq<%-#pWZ$U+IzwV)L3CEnhw9AaC@kG3%Z!7jaiAr?
z(j=`UcB;h%+Fwzq4W0|ylO~6KcOr9sKb;rdqd9S=!C&IL;3BKpIw4v%ZwTmLeYQgB
z8WZ<K+uz+54X^Q>|7x>%Z72{1dHOlm^Vo}F#*Ah5Vog{|lDg_qICo9QP8W=w!IB$C
zydi}6pTxf!wJpPTjlC$8^8q3*#)NyRAYO~TzviA>DDERu?lQsQ7mQWY%A=vv3(aei
zsjC?^guyw{fm4{^ubGca$Xd`l&w<<49pk6}?cv>aeQ!%P9YNH1v(z*cfm;mJ87QM$
z<|WT_X`7;}#H_l<QG~~qW)LIu7eo@)KD-c4(b_OqEQ{^QjeeXdlbKiu9==@vN$RT@
zX8p)?$9+iAWpNA^u=ee{-x%@LUE#-nn>?TL{0yE9<#pig5**aW^=}kmyHUd3!dMoq
zwfw#_NX8GbU<gptO~f|r>t#hFKCXzCWT!wV>0T0y{Tx+e4A^0D7pdG-zOJ!>zuIw0
zy69^UJ>f87Pe?LVU4KWQE^#v9pZAWzWaf|-_y8{uuEYI*$`aQ$jK7xQbHy~S!6I<D
z7Iy`NO|2q~di^z)Op0(6*wz_$qLXYxQ8gzjrzWKuCrQH>(z~a&y_4UAYo<EspGPLo
zR61gN@<yhc$dM<NPj@mJxQhiuA93>c4)eVjE}P~7cq?}>?%Y1@Ya1!q?H7JKIROTD
zy+qMH8K&wEo6aRg0I--VoP~`pwBC>~S`+5D{6(V-QPqV#=K08m>d#>s4kJ=qQUg)w
z+Y~VtLa7}|(=GHp(w1Hk={}9en{cc@oT=L^<kd^_e}+jnR+deU5X&|S(bm8jl-k)S
zeM^(@-Hwv10Nmlj+V+tMtgiM%#8MwQEVY_~y4U_d{rTL);hpJSJNt^)*rLElp56H$
zGl(i5)I0sM_hYca&SxrAr>7O}&w0z$e+>qjV}O3qAU<P66Df<T=49azlP^tgM{9}i
zGE01CPFYqo^LX)&p%B6v0*N|`m{CX9FO*h3V&JzK1DGse$Ntx5bNlsO{Wc9E%1#X;
z+_!nGgcli>9q&q5CE|^#m`p7rZSvLG<ASy-G*FCfk877-*Q#=ZNx8;*hacV+82{UJ
z_!Se&fdO=#NQ$2$pC}~k^m}~nJ5JVXFohS&N|oSeG-Ef3m+pNR9VNe}>lON3om-O-
jeIE98BS~M@OOk<i=vv3fy>Ed}en$){C0ro*`u+a{K7*P^
literal 0
HcmV?d00001
diff --git a/log/zPythonScripteTest/err_n_plots_multi/IterPlot__MultiFO_Vp__fwi_CGREGINNCanonic_iterate_m_allshots_5_8.png b/log/zPythonScripteTest/err_n_plots_multi/IterPlot__MultiFO_Vp__fwi_CGREGINNCanonic_iterate_m_allshots_5_8.png
new file mode 100644
index 0000000000000000000000000000000000000000..7ce6a11b30e78333a49841879ec0336838f124e3
GIT binary patch
literal 33637
zcma&Oby!tf+s2Ec0@4Ul5|Yv&9Rk9lyPGB5C7nwYWC7CM(haicR=PvFySp3C1bx5v
z-QRi7cbz}>wfAProO6uvjAuO0@4m<OmzNboeNONk4h{}gLL8(B2lrSV`0FR)W8f!0
zSrRhg;J(mHfZi*+B<>_RC*q7;+@-|1R}S(jg7OsUk#pDxp|N<F?pWPpruyhqEEJ+j
z1^)gQt+6ffcox{~RHw5T8zS#%nqc1%>5U%cYVFpuHVPD3J0-7eC&yK@I-5B2?~UD-
zIPY?s^p&}<#vR4=8}uYOQg4(bk)ZCWOwVUc{5%+xgVPs^&<?joT!NjHl;~Y|nN3A9
zoadzJ*nmz&lSeI{4Wa{I`@K3`nIRJ1a@Uz9Jga5`goyY_>M;^~)2G79Tt;(}UvZ~n
zDpOe@L5@ceMKhUUo_zC5Z)`Czfq_EV@em)u!L<;e_yEt*M|~y){H=tFF1oW>+1`sv
zGo9SWzr&Cp`uIX2jS~qoO!*0E45F#lqQ`>YYog~F)E^nHbudBy`Mb~HU&FzDQvc$O
z0S6~o@JkR84vut`LYP$<S(xu75qaiy<v;<_^3U>E&v96k52l?FvancuEp(Vf?~MXE
z*;&wY=zsa3e?GL+El5-eXTpO$?UT1oJVJb6x*5nY^V1-#wTIyU8WsM)u)|RjT!>}6
zAX}%75=JG(h^`qef*1p42_<sNJ4OKzg-US+AqUyRB>eN8e+Tk`^a&gshDG>pz=b@e
zNXvewJ*TCe{fAH-c@sfCZ)rALkBpumakr`K9I|q{llMyg#`ba{1qhh`WlsJ+iW%c!
z85mX4HObO2QQ@LQ*&GH7BJ*n0AC(oz2!VRc$lWfM1NqM7E}O;3UFAhM$lVngQlV;?
z|Ht~hDft#{%*L6&mB*k=`?W4*KRQ>P7F>3S&v{9JXdchdyY8k35|YLay)2Lj79!Qh
zD1^(V>@@NCd2{-IOyJ)cNmmZyh#JAL_!-1C^!gS_oHlF76d$SB;=mjISN62W4w`oX
zHk;%=*1&ZY(lfGVr;=Id8wT><L0M#QNeus(+lWfsO(6O}!E4DW_U(7>(a>jT>j&rQ
zLmrj(y&-$xDpPh$9nY0q+(d!bKW<l^-Uk{6ST>mrmXQI4jz+4{gG*+?<b<47;IgW3
z(C5#wvc0y}Nv~pX?`Kue!)zpPeOZDWcGtMS$Oj3kJO9l$RpD=XjU?u<K0x)OZzb^i
zGa;?(m2Y}5fds5=CIjAE?Q%)g8v&9VSZB{of4f`x519yvbp_?OV3Ft!OLxSWkjKqe
zDHU@UTt_-=X>;EEMZvcFbrD|#OCf!+Z#k~|r)(f)5J=&euF>03x?=kCyxgJo)zJ~{
zehEm+mf!tmU7G*mj!HD?2hGc~nDf{YE*>%I)ot)>Cnnn*t90MMy!o;RKEDr+PgP2|
z*bV!O+Qp73kcE6&lVldg4*nI)`>l%MOqHxYnI(gS=~-jmoHs%^tu|ffy7t*OADUBD
zwNFS*g0Fff^sHD8*o4zGjEvW-oWa*;r6d@G$V`1#7iFc|sva9F7tuy91~Vc=%gmIt
z@ABpNFDyITE&NSgHa-da5k=}$Iopi5v+{dER$&1FL|T<QT^X!8HDy~9`A1bO!Xdm)
z>Sw!2pQmZZ@a#=yXkI>htJcp-;#NqO-NKO29~u93hkm~Ky61?3Tgy!RJiZ>CBGV+0
z5`$YBBQJots2I+awmNh?Q~yr9Qlz_@B4YKabO}Qz8Hwl6!jk+~JBepQLFHQ<z{rU}
z!!?cvQcTn8irP6=EwF;2{u;-r3LVh#zCbaNhxpzlSm1Dd3jKOXg{)??ONogOB1C2I
z?(%#pgzwUcmNFO@6EiN$b#hrD#_NtSiKpDkB{SI%i*tVP4X_-Wb9<i(hK=SLHl1fR
z7PGpxx#>#N=R;q6j=$+R|2WprU39%AK<rU(jlDfte)A*M^D7GX52-b$3Cd`rcXv(G
zM~rm_o#BVt94!bgY`|gi3A+AmsGU)xCK{^iVwaq7wzw6^Zo+Xn3d-ZS3EU#lEYW|5
zS#GZ4FzYPK<@y^sTVFejbG}{5P+Z@zz5#*AD@9C}Tg<TwRNqx-G4kw=3)@fPF_Dr1
zc}Eb$cI(qTRcRvw>W+r!>go=<EEH-rCi3nnk(m!=87}%~21O>`9)HUuDJD<*{rmRL
zYx8ms{5JRYjX22j%Bk@%z~<e}vZLRt=>(`^ZclF||G~wYmi-g~`a?1j1S!jh@|{E$
zKmLWQ`@5>A?)cE78wOq1n&Zo>8boTXchC1X?OA^fxjDiK>bY~=n>}c7FCykRCMBC}
zY+P+ixQlYk?}UFiQ9N2BY0^=fNz=yW)U}l&%yVLmCYU^TsO&EzStgC$kJlZ#WpJ^v
zO^?4(Qi?RzpWMNiJ{D-!>#ZVmPoMGO!r=9GPi6VP*}C8q;wUwB{1E7t9lk5IinyWt
zhJ8g2+q|1_`n{E6M7S+iZbcxFZHtn!tPnaX>H6a^;E8vvyRSjZO7kW?TzanQ<So8o
zSd!hf#v)V1Dr7^m9ju3RC-w3`U`;c=Pn-Fh)bI9<!Ff0I?HR}A4sTGIiQGsnE5CKl
zZQVtR^#m*eDvClfUTNdJb6He(9l5=qwF87bQQy_>!34UTY|27fKpJLoE%rl-zf)Ly
zd!*k?JneWoZIYbIiMumf*zEt}Ywg}oZWE#eX)37c#9_bF-t1mOn$1JzKPPD?ayMO*
zwemOZ{9P{DD!FnxQ@U0_nkJhxNer3Rn|#(DOk^HUOl$ybQjhUePyY_sb}LDd9e9xQ
zVWO`?4BxW29_DP{Np|*hGck1-(v!t|Z01<5k8%Yy>gO1C%)^)7S<coCS?G{FEc5(_
zuI0fAyxsD#mzj!jm*9zto5k)U{|>ewnh3F4vqFXJ*spmWQNy<FeeZO)E=jM1>eYD5
z<iFLH$x3k?XrWIzp)5<3iq=Mh+74PKWDhU2aQUr%Uj<pbk#1HHrG%L>u1fc|W%T;Z
zz7Ek?7osMsrhwm<Dt(*wNqg~leX=$QH}s_i<<2YAH`fHNQPB==E-Rnld4h=9UHYb@
zz`K)Yw>?HL<md}|BavSg73GY-2N{T>Zwxj^vF8}MI>W9n5slw&uXlqp;6RYDDi>f6
zg92)>Yw1~(lBC-_(PoKwPu+Cfbx6mn?Q7elo;`l3X%b5ezB=rUdP84As*Ibzc5OES
zf6Rl~f*TVEV>=+I851-wHgI*v8r)9WwgnIz_SVab&>xm)KK4F&3`QnlUu(WS>asu{
z+Caff@|rX~6B=+m66nn`|0toNA~Sk8%oY?z{>*KwlIh|1<ZXf9^7oMdhd?T<Oi}_z
zW1?#GwnmxeT%G-|4(~j@tgWo#p<mJ7<p}$6%<}9YKh$8@4jaFBW9^!urtQJ+N{x%v
zuNUHj2rHH9aZzWEehTQ$R2EOlbaw63-klUXm)=3nrrO=NVRDgXv5zsIU&<ev=83<{
z*5hgwrzuGvD);c;Fl}M38ej{Xzw*gdiApv{QKiECb_|nvH7F$U1^=1!617TXulN%@
zOr)Hb^{+I|L772s>By1AN8Tu5RcuV#l57#!J(p?a&L0U|-MU7isILgATi>)!w7ZNw
zGw~7v^*3@=?u-$efonT|7!z)-wFOPtR9ju{Szk3;LMJfT*>k}+mnBTjJLGA?XuI!j
zpWIAcdJpgwaRTdhv9_L$wmVYFipii|<<@qUf}xPYKU3E?Rc@vv4Pq5IU(ObQ{J`uk
z1BMH6>GhoOktx)~nekY<(74*;`*dGoej;dQ&XUHL0Yw{`7`-(~F6w9hb-r6E_vT%i
z0A_DW<L0)_-7Z+JuF_~L<^<Vty6onc-z?V|ZzH(k+MbN|jri=xp{EE$!wjJ^w(xI<
z;o;y+LzU#XFG<iFl22l2Xlc1t62x4sQol1_T+QiRN0{BISAV=oey4IaeRlZntbV#w
zEW1c&YKp^Z=G4fOq&%2t>UzN$m&8eZ4vzCZ@<X|U`n$v+;YF|j-_>2q3#q9J#|Rn!
zp$5+_$TXz)j44ieO{OMSzx{W}nCEq8O^pI`oOGh+D2p8bZ7E;KXCLT&A-yyWd}ige
z!~5VM3anLhM(&Hm(qPxMnM_s_hWwoIYO5(mvd!PsR(rELZNWrt*Cl>VJCpp-TQ{m4
zZ)TUEoKcO)40B~f{u3;A8u1r+eZjHM_F`4VHidqT7uYYmVT7y%t($@pK#w;?r+S!C
zZzOW&^7$#gSIC;u9)u5x)$97E|KO9pBtdw;`>{7VXt2REfwdpcc@=*N`ljq=>1G){
z9T!+oLHkGlt^BXT?p`+O8e?hRu&w}e78fy7?em}VW>1LR%KCbI<(wx&enb9UyFt?f
zQLAhQv4#BkH9AQbE~n`T3*!^9nuzxSM%Ph#Ke|o!&~!;(Gj=wqCXX$qk-RR$#}w*>
z5I#wDfd5lq-#1X%f%-BSn8rS>6;?;*Bh0TvYmgFnO_iv6V}4A@;lGVv)D4fqe7c-K
zjG_WsUox(%2KjgwWUho>ZN2EFAzLn{mKd@s@rhEv4lQQk8cV=@>VT=&M*q_4u-TBH
zPwc&yZU@qGeDBRVf__r56-5Tg3lf`*`4c2y@IR6N(Mts>vQIu?{hSdidB87@5MC#_
zuy4qrD_AtzUho>685;GBbOHGpi9Hg7su%&(Q&U{&)583_J?l61wnddP)Sfs}9Z$>H
z6Wd$IC?~>QFQR<+8Y;^yd)pjnS#9O}?F_yq+n<&Mt<4njLWm)YGwyrtnJW2d?IcN~
zr3eBZyiVH}qh_3DytdONezyy!fm=)yHI8GEtTtvj9(sC*H_m(VUQdUtfX^n*$(7J?
zZf-tWE6&q`nJP@Ai5L~vm#oV<YfolM)wbmq>(pKV+u=P(Af87g_;a;<g>gh<z{6Nw
z=2Ot?xgocC6;@JNx}KARVkF_xR4<trucl_0igfD_P6haGvITS}#b+FN?2oMEvJ^Lf
zM4ZUs8VQrmmbEhJzg`+ksWKm~*l>@TuFk4k91up=#~CY_0D)e#k=SkZ;<`<eJ><n{
z#cI#92)SO;w7HqndU7$eF2+QM-_Y9|^s4hKNHVMQiXTZKK8wc(;SmzA<-(DC&I*gM
z%}a3NREMT?=`JQ62_i1Nc70Y|T1LkDHyQ)=LQ4>r>4##s5uHaRD8M{a7HD6HP#K(T
zO#!uD&s$r;exQPyc#JxFa~vo}0`Y@-oeq`OIE?bWw}Mh9dxSu<5;^i@2$RXUcrnmk
zjW=5)Jan#AnORiqZo~7!eh2O0py6^Ucd|?UW)7p)$;o4eN|}Dcf(R<K6c_#6#`2iL
ziLwt1o1muaQ||VX;=FtdPRnso5In;1@npeA(&OE?)U5{EdLy73F5mA%*4ya>`C)RP
zfT~GmHaFJS*pW{SIn@*De3)3{nU530Mg*VzD3J*_;>7sO!uor4=EUIDCf{?+k}?#e
z8#yD8={~bGUrAZ2o~7f2D3B{M8N2J!!>;abyG&B7Hhx#nlv(s2&lFN;_mid}EroE+
ze+u5tKP*pR=(e7zIR_4CF15nOo`<HhBWgpg9;~aY7vJV{Al6|ML$7mn%*yJ&{u91d
z_ua`XDq$rq4$kq`*bUHp$?-Zyn$^@$&cIH(E9W$XKx>|7PcE!Zt4$jlW=#4u4z7`p
zy2ezMRd=oD8b$_QBgpWdtQ)kUT4WeKto!wk-BN~>qDy_C;y+sTyc`VwNLF(VQ@T9k
z{e+XBD=~9gn@!(Mm1fC8mRD4y12fzSr?i-J+iE6+czRV@??|){_1C4ynurGDah-?G
z9!{|vB|KDN**DiIj>vR$&i&W(5pg6Q9}hFahKk-P$<i4=H2Xi%f%2nfi>ZIi^A)Gl
z`qMR;(AL|7`7J_DYw9%JdLFRHpoFmB>BeaJ&1883E~Dnnc;oENe)?e`WA#yIJ7g3{
z`l6%d&Ne4N%a#7D>3!ZA*1~u1cT8N6>yEH50fEoEx;T2{Y7aZJjq46p7gy-`A=_bQ
zl&!unYc>)&;3R_b_@VKxF9yo;Y<;ssAejz?8ux41P2fNZryFX$;+Qy;Wg%`<m`QAQ
z=Sv~7SEDpy_rdG9wb+cd<=)vELF|4$sr!x>a<MWiFh(dJ#dp_~cyncOd9uTAeEh-4
zyQ@nF#I{m4i2m+;NrF0PeLB}_YqT{p^QO4wa2Vn4b_u9Kt;gjre!>^iZe2<?XE48x
zKy`oF4Xu;1er6^nhxOG~A>1rhT@shm{>t+0oXjd!gOA!lc?pUa_H?HSUPtaSYN0w6
z%**UoBC&4kTWh}YYh^p#R?5q4^8(4QhU%mt1?kkO+k%I$qy0@Q(nF#n?^fH|=_>b#
zxxTN#pUGH_<h_~dV5sE3m?R8zKiRx47R$!TPb(1#9Fx8o^aMGafs0>p3pIQ)#ZaJ)
z;@+B`s<4_m>E3Fz->eK)bz+a|qQ7yO>A-|XxqV@UF$nas4GU@^u~`QLUj(?9KinGP
zJe(Wa__{pv-dDvmG>qCx4I2}8Jzb2_nZH?$8OhV68t+h7fc8l&_?63Y*ca#<Iv<6@
z(J2z^sfv92><Vf*f<gJX&!1bu$Poe*_UYPEY|jT$J?Xo>wsu06D<6{N6TyDsq=u`c
z7tnQI+%@AEkJF3MygULj0**2{a-7n|n8R`$R2&!mOB6Dmv&5z6&#$*MzoKmjgN%#_
zSJWOJQI(cgQ;}CQs#w38xROJTfT_^Bnv|;?4?W!}q#|o(UbcXoY~0sTJ2Og|*G{{2
zQ5IvWk=VG&c9-f#-paJ~u19?gT236Z7qj&>7=uMRSO0pj{$XSSwRD{q(0ricn2t5D
zV@_1)sHjMRb|%ZayrzGo!orM8=PLFFG=V)!dD$5uR&JH=b)nbZS8tN&IkjOjGkUIG
zbsJa+8h&5?vW_3XIfE;C7J&&h$PRl+BNGs}(`{|l3cH=j0L*5DH&Vt&0%hhZ!$mrD
zWVOzFj6k%jjFi)<7VS+{x(n|>YRus=B~Xzu3xQT}aPjRBTchXh0jkR0Y@smFBUSE=
zvs&~8l=k6`$(O8jkG&Y2|Ao+198XVH)@cZNUuM290MMC~ppuJ}D7)*h-dpMB12IE?
z0S2n8Qp+zl)#J_jA>M92_R*{GPM^(gMxf%!nW<;L1!m<mn;ov7zCU{R&V$u>_%-Ob
zDe!3f+3{&{Lq#aG?Hh6Ujk<a)-@<t_bR8%k3-XFoR5i+~ED!uFP?}?bTz)OmrD+)=
zu(038itDws90oc*Z=9W~RlD&x0h(;>a<?yL@j%*-nX9-aM}ULt#TzocY%JzJ`c@($
z^3<Y>&bnr$Q<=8e?Xu<gY?Vn}MO)kD!f38Q%cXaCh{wTHNugxvbWVW0z3BvOd38f_
zD+5xZ3JDjTP2k+~0E)ojeW_zdkG-^r8b^ypqwc;0n<U0DnB~P9q+yGjtY-fD;O2_%
zqtc)5FJO0uR~Ir<4LV-cB9XlrtUtmnn5?bb?AEz@$*B2mXAOPUvtJ72FoHA3^TT<p
zhL(t@?4q^5p95v7uu`CAKke?UD<65RXi8f}rBr|AvYi;RmKL}-U1jDD^u@&u<}mFU
zCAmf$4OO#^PX+U(n3H8R4I7+mG1$0$@%7i&$am+HTY;mH5-WhYP)d#7zbyuQQ3<pN
zgv{UDf!bC>qrOu&Cnf~53<+QP2kzzt(Q}Pia88U=8Pjk#HABHSm!(;%cB~Pt@n4Pl
zdy6;Vj|YPEq9JmgeA@vX$S2mxz5z$ST1y9V>g4z6l@_T=lhVV!F|1%F1J77@&OO83
zEWUN6+i`1NP3C<id4DP$Uh&@6+kn~WMgh_kk|i7GVXiZKac6ZKo@rrocf-2XC~s&Q
z&wL9_k>Sl3zAE^-0*UDdngFG~y3D-1)ey+JS9<isotBiwMBA3NOGcW$AHBn+nL$yU
zo2G<B7z_z&1XLI<9{@r_{uSK?sODIWy%bB#u5R<<cV~Elc`iednPLYDwGfP=ev@Ac
z+^&~F?o37zNa(Mwj|#6&)hcb~+}1<+vptSFmO^-?HCC$E)|6F7jyHy^rpHqmc{xnw
zi%qib77LxD>uxX8fH0YA@RajID@5ll+uKlTd*!(ND@Yjxf<i;Rq5BY0vSm^-%SdLj
zCKBCZuUyiUY0oSE5&fOqWD<mSI4_u{8z_gU%#y{)-2Q@gU}dxXTvMG1OFy%MtA^i8
zPXi~8M4g?@oB^S^V`b}E#Vp>+u+`h?ZxY_=czDb63w5Q^2PO`Y7>$;{G1O~co|ad^
z&6wF~p@da6BTMv5|3(1#x@jNYZusbD?Vs=70!^Iym-{Y<O#1PH<oXBP`=gJ&Bm{9r
z+`!|!$S%seYT?5nK1&3X5xw*#7L-R}Q>?{pMYHTME;NgcS?M>P=E7G=yr|M$Qj8sx
z+6HXg@4H_0f_rWFIJuF|&XuM;m^B;1tbK<>K@q^C;Y`W&NdR^(=);1gfRv!g{8w-Q
z-D6dqG#0V(ruU!+)#43#Q`P~hK8%wtL)R852U&pnE4sU)FK>R^7nywWC@(WjqFlm|
zH&jLT3%^7ceazYxS-zsHF=&vYoDIserCIa&*o);4p-FTkQGdRhXnK|E%(usK{~ADO
zSp`%M(xzBMH6esrJfLwZczEaFQ+pp*xIfKIL=a*#hN=0keny^5?4!-dXnlWaV~aN}
zj+$nP>c~n%D`F*C-G+ti<Wb@mX{rNw@{C}HU({EqG}U#1@7gLU1va!)+C}_Ssp9?E
z>a686#+(>Ses8-^(HlxN4eYM^AvTKP1q}&%tDPAT{(0kH&Bj~(85~?1a?9KQ_!4_u
z-Y1`8ch-mvG?zVGgjjluqLvX+Oys8DAlB8WR4Y<4_Xg{>H9aBsu7Xr|tPmn5udr5|
z=%O0lo!c56c?WtDYrOvAT&7minPQoHD(8J<pnJXiIF+(do}^B)kA%VHe$nCFn8kpJ
z|IbNyh>J8SA8?Kh_X7jPuxJWItdE~Q*Yq307YiFyiZ9wIi+Ro+m(r3-yvO{x#A?X0
zU|409I*@)pfa$e$pR031m%NPoVRwEmB{B_nEcr1S))64N!0G;c1*kG0+#bx;M}HUP
zzFUVf+r?v8(f$YoPO_GGszAi@=qTFv=|wVOx`SAowQ$(#deANG8YL2<R&Al5J`4N=
zp(m!uFszX@XOvNL?A5o$jv$<2`Jm1H5(wyYTaf4eU2IB!N0v9p_vxXb|Bv<l?uzQ;
z;iX0Q21zvbr|Obu+izuS71^?C^YV{yoMy%on#!ji!o~?@d`~G*D7%Xih6nij6pK|d
z@<gUs_Jr`@K4t(90AiPkSu7U8_UP%o;C4S(pAaJitFU;+TOR`MVQh@C<UR0R-txO=
zRPr|xG)XkehS9R#S&AZ5iB<uI72eAoM!jFdUZ_;ioQ80)6r-03DY?c{EY8<Vc*x|f
zF>|Ok$;MLIFMK3_j{1S&wf6bskg#43l{3shqK)wbSgKNFBlji#_^61gK9Oj9nm&d9
z{aDkGXMwlIk^=-A!{T0E5_Di;5yRvE$G*eBT=lL)^$|+UJySdO=Kska^sST-U$@DR
zSdPhO$cdgpBEg`t7IX3KbS@cDkZES!$NF8_XSIVNEz5?mUS@}kM@AD-%aj-PpaHjw
zfKoOC-m*C)a>~5@r_vgEp@DR=O+M=3ym%vZX<>l~kN->t6!8e|ejftz=bz0l{o>#G
zCso8pnk5y($g~Abaq>Hs^)g?ml#$<xa3$GHU)|c_3WJYb$f5=;16Dp{9oVoYB;Txp
zv|EOPVnb|+9gnKD<U{@<@W)FkxW};+OIa3Q<vZE&<Ka!3G^o^$W1ii=AFkw?{X@zL
z^&~_88{2<o=a>7xlRz<aK;)%{Kp{`m2bx-S?D>x^J{nqg2ETI_o?<l>bxM|siU_of
z+C54iS1&AJ6NpoD6#J#-X2>a~YO#~0Q7q}6D`T5C7WUSoLsA&imm{66&aJxY6BxNJ
zVDk-EbOysMFI9f5X#8g?`bR$^qH!=q?X`pk*Y7uD@3WqVwKCJd)C2v^h!0`4{@5gr
z4<pxGK7vn<z)qu&lG0yi(s5hD(Z1}%AqVm|^9I%IjY2(S_8<qMp-nUo#1|gtWoAes
zEfna9Asp=CuW~0aslQF@OnUBW$Seh$#-^;af00Q^P;w_Ydi;ANBzHNSDyB|CoxkaN
zT{|rg_24~Q-@*WN_+Co>`3NSr{AgSMVfyZ~76>;-^a$?neEwliFIL3T6|*z&E6z-K
zV3hdzpBPwB{4}LCS&X1+dY3StCPo>G3q$js4?X!p7}jQmGslb4jPuGyyQsQi1U?9a
z{`T}tzpJj#Gug=#5o9fLM1>f4pM}MaS-`(vxOf%lNkB!Cu;)rmelN*jSfstWpQUMU
zb*g_ZqIat%vEZL`r0N?YdmQTx;zF5<cC0RetYc^o%z~;adFW%-X4Iq*jb>@JZW!I@
zGONeyw&N1W;i4)n;lZwH*J&!PeKA0Xexl-Q1tPO5g3CViW+%uTnTycLQSVXX;d)e9
zX1wB|wfEugaZf<C<7oz_1@6(q(NY7VBD3uLM_9cl$l@DFdnP0-Jxc|p9vsmucp6#4
z`ovXX_sQ!Zh2BsL0v1$Vkq(o`2Ooy!7u5r0j?y1na6f-6aL%3nN=5m1-n;^SwOMF(
zNkH@^9&6VW&QF{%;Bml#s@F1W!A3&54xAhR+Tq@%(*GL%pP>1ChIk|x?(>P3bixqt
z$pA~lt1OF(Kn~9xjO@@{{ELrvgX!zleTLmZ7D>n-XABfQ)@4uDKy+s(shFrOg#8HC
zD5quXha6jKw0Y1WVXaR}7Uhd{n36(6;+(VM5rdXquRNfv3B4G>e^L%v6W=H9KfCNt
zn1KFgPyIPlkbyt(9S>2sWX>U74jDwShMCJ~|DN<h$Nse4B49=&1FPDO=zD{K^v^gF
z_fBJJuWPBJWhh;^>YB$fa_`OLTl_FN-hJyF+XdZjw4&S%lWnAB&G~kMKW}68Mk*Ni
z#rPi+@(Ww<UlT$hVXEhWua9*2ww^??zgciM=o)GiFDl>6$v`?(j<+OQmgdNN^nTaM
z&E{9diHb*(Krn5zGm$*=Y{cdAcoPA}YrXUNGhjCW{)#_m*#90};DquhzTM+L$9g&x
zQ3slS+{w||w@=A{;CdE%)OH#AbaTbzLTJj>&h3YN5B5{d$PLZi3mf=ctbhXLTWnLb
zM9F<K4&9%lai=5dR-nM^aJHbyHo~y6a<lWQB1imc9CzuZ+?PSzLap4_hjhrZo;GF^
z@iH6A#`E8km)cO?t!*2;Ks}$goVi?ippGX^P0Lq%v#HnSgNq|fbzC-%6IlR&xVdy9
zd0W+gr{khOR<uL7k)QMNdr?4;SUM2Ne1H~Ov-{O=tsksXX*ie$6AA3nbvGDH*{v#*
zigAKT0x#4Z3-45~yj$2%)74S0G`t8n=~gR%>;#DjTy1Co-T6jl*J8@eaX|!ikg2K8
zeKSp310pAL*zfn7O%#BrOjS@S6(@Tf5BgC=__qdj-#VR1<*V7$-Jr|eZG^;h(OQgJ
zlHCKbs*_b@ouZXgv00Cm5#QEUUtBQTfzJ~9)_BRzq+<e!*YVE9k-*K)jvV@{0sEhy
zh<Eeq*a0#+H+y^h^U*uQDEfyJa6TH)GEzLupJCqYRs>R|@Z`Byq9yT`Cjl%|V9r(J
zZCvahlo?hI!vt_qeb2KGE1W9ZF3W?J{_B7ueBFpFw>^}t1$?;JtJ%FG0UZvfo=|04
z&oOXHf4wBppCM96r+40Mo|&w4F}=ml2hZ&S{6ZOW0epy*)RhTxM_~t=4?IF1{M%0I
zl!8)vi}_E$qM;dqbpWUZDg!#lXrt<)w_(s|25^7gu=j(~qGfKbm@bCOZzq&{oo5kq
z3Oa86YGvu_=(zJ0bqZ<<JOXGsopy}LHYZ9WuJeHIeu9J3YBJ0qiYFXYkszIythbo+
ztZkt!4^f>%jjU^#5=;|Q;vdyzWgvHg<MytbM%=#iwY2xD=#!4)fY+Up<raf0hfzW+
zK9*nHMZT6Wz<Nphm@9;}DRYgpwMiLcCckwt?t46cY8$J}qu3s<Z(mt~85XN%Cj;wW
zEQ>_wyBgg%;|5C&&ypv)=x+ehOBA?}aY`JdQ)BCCd@=dF8>Uss$Pa+dJ{y9%mo-in
za-fwJoWuNn{;BYrY?-O>%OE!GRzRCC1gn{4@|k0F13~#u`1zw4)-Q4e05$i%fHiQe
zRzpP^?4$G5X(0e`STBatL-0AJE1ZTq-e;Lv1KJbNwE@D}c+E<MmB9G`A!xV}5`wm)
zwWgklb`Lu-bjWfD3JqpVwD@((_5K_1)KaSO2NvbdW3r#5KucYt+8q$gjlF(s1Ee)e
z$K5!AgYqQ*m4kexeINhohKccQBkx_U)6Qyy9PvcGmY-vamFsy}Wi-8xMf@tenw+u4
zfx@3x!(IOXP;~9>p~p<Soq?aO?d%hcf?dj{_weqzwzob2-onAfiHx#J1fmn5@GeWe
z=rP6WcjM#&3^a@d;H`KPSq>Dp&5gMJTj$f#yCj{;I*YN>#+rp%F%rig+F>EI8l=&W
z;6APE$BRbXu@6@Q4ikq15$YtzwyH1ayCNV!^sd?tXjHXcQ>uuHs)d?%nWdAs?Ndj{
z5)4)=O^p@?N=YGTJFZj`UtfjrIGWe$39rDT*L9gk#i-Hi)W{Y&0D7tYYEe#JUKscy
zC%iS5cdPGfLpPFf$*M5D!N;}N3Flbd+>fk%4I<MWUEX3JO_{BU?T#3Z)2#7m8}6RG
zj@GMX3)MIiRAf8~uC9J<uZ%=dUX0A{^NHxGz^U2$?Vp0ntSGM7Wz^rAn7^?%AtMex
zpXlpWCDxE~UWlP^GP{(BEJ1b<$<U`Oq>mxwc^}OMV^vZTTK~!!Oy?m{K3>8=!a#G^
z8x*2uJ@*cf7Z7$6Ci7GjX4G<(jW^mY#Deim_g}P8rJWgjcr+Iiv&$@{B0xMke$|(P
z3)HJ`{gn3d^NM!HDzDC%xGzG#xI6DopB|k|8Taenp1;@|9nJ{ms+-es*45S4R<DHj
zRL*@+#Xz`2%<<R#G6H@vXfE@&7LozTW05v)rvjy$5Ec1Qu8+&4EYH1K&tIUC@RWrZ
zP1w}eQ`AyKNrIhkngKKis4%zV<U_KF@{_gBG2!89zx<AGZz-t-PCLpttO8=Z>UMA4
z-e-i+1}AMBBLlVcr?!oW^daX)`^T8|fOkm_$L}x7EF}TEd)gVT>;e+0Ho%`cDImlH
zYd?zsRmm5y%9zd0){ivg4<p<caiAEg6w(3#F?AIkEfpOL4OISFfz6KhAmtKQ6WS=M
zw0{%LhM;<PN2)ZP+EWt&FW5FK83DIGX+-#_9iV$*Dge2u#xcQD&2D?S?Fs;IaE5Vw
zE2~H^ioq}kE8(Y;<$#r@!b(kL1Zyxj$-STJY83Dml^>MY-r!C_0a?CS_i#$JI<TSQ
zi$ZaxPQKHQ=1A1BS|<NrC~MN+2P$(aY}%)k;^+qDtBOo0P+N4$fJ#>jOfx3_0!lEA
z5v;hr7~Eetxj7Cvdv<58{BxArIe@WJH^HY`l?Z$}C*i(RehSJrbh$Yia-J%<GnsgH
zMNYnO&8mGJ7u=ZDq@v~ssXl9JEkT2`!wR?Jy~S3s>;;qlh)B)tLlEKob_wB#+YZ5o
zpgpdJ^ZY=-ab>U2i2>2Hylt0dejmYWJ;pgh%({s|=C;u4>I83cm|x65k;anlH_UL+
z)+vTHxOC^{yf;f*asdL_G@L8|elqEyM7D!`4{vfY6pA!-0or~vosS58E_ViGw2X|e
z-YyH`sz9N}b$6X(DwiEL<a`e<Ml8UhR*{qQLB_RJrjjpC@}ROQIret;`e}YZATm?q
zc7h{vqw}D|OpW6>%xDcDqZ%qY-Ffs{w-+gUZplzaE{Mn7Em-4sBAcDdT*FM`^~b$E
zuRCd;-Z7Zh&1mDy5f)|=WEKfvrbYR6;-Iw@&W0jMPqJ&`)I}W1qNn<M6cdZ@gran8
z_Bmq@-wD0^j<@KW@x;A!U{$PdB*FJG*>|5<56=Y>BEPuQD|F-TbBLznj{P~{qAvU@
z!IyuQ9GmIN9DG)Wy@$!OGu*26Wm5F9Yl!>-jLAPg{DqHH?e0$ow*JFu<AGO30%~V>
zgf?C-Lkw~lgP4A2wdd{;Ur~1=`qTkzpW<b_3K+?t>ysoYc6}4=qs6y_;fE=*S7IuT
zRw2Ymj5oKP&0mRzfy4%b$&?y1rQ9A%cf+2ctRL)u5nz0CK8JoDe;6R;WvfOT#lQaD
zTA*r~@C*9JOtn<)$yQ}wa_M48`&@3W1S-DAyZ~_(RT%R-)e8kOy{={-Z)P}VjMeAQ
znx=mVj=#Y}v`@Vi6bIQfmM)(;U%Suo-x3P}Di5&hj1F_t4UvJbEv{Wy2zV~?GGj=N
z&=Vlel9B=Ahk%Fds+s6c_sp@#|MDAvwo`Q7jh#*hrJ_n3iavW|!0SEvB^b+#he()t
zf#wtV!o=O0)l^jT&Pd8>d;AEf2u*sfGxUc}Z&cW4Y8_uW9>2!bWlq(qL_=i{mo=Gn
zTT34UgUfCMt)?pXHU?5p^!!fWd3LR*2U`w2W=rb3KC7<Y>s7A-#J`b|a!>S4e%lWr
z2h^`vthX`tR5nevS_Prr%%4Ay_7I`?1by~q#$5(R*$^&sS;d20WJ#RAUW*yYon2%f
zU|1+~<o+6g;VZg{f(U-|QgJw~V{w)wP(Qd8cVwkWv{~Z1f0==qGUy2lv6!x`{B*60
z`4}NE(NFY^PQoOeu6zaUm}UDyy<}~O9Lp^B@T203u;Qd`*YOC@vf90&)07}I<Q{WK
zQIIu7qy23~|Fi)w1|`p{2oNVMD@b_h1Omiv4oo=2U;2aMd5FwN$rP)F$Cc}b`=0!e
znwb|1TYh(AGlZzcHR*{b&Irae$ILD6<c=x+Oe!0Tam+rMR3M-0;zzWlnU6yk%B<L;
z=T6VmEaerc<VuDTlq027^MmCNKCp|!#a(`!W(|B=$+L&=h<T!%zVOiY{10c`19%HX
zSYbJWVaMZCC~@YzBy_sPE%PYVbY!V5Z*&pfEPCB^C^CUc&dZo?rR^E3vw^hP=R9X4
z<mDPvUE0+qp5J2W)*R70Bzw1+SXNPj*e@TwvbZ@}SqeAAj^ETSI2m*c%G=+a$&B(h
zw?a!_w963_pUc#P-EwLV=6x0P$*OzsjbrG1C+LOmUERG$4v6r7ILtlB`s+i!heV_`
zq+~tt0p9Wpi5tRVT@=A@!?IKt-ynDBLK9Ck)irfUCP7i}az*=SZ*V5AD>K&-z{qmu
zB#Mk+)wW(xeNyc^vwhe4BaqTc`q*NgK@EI%DA%Uuu+buF+W|Y-ITunw{$cAtBmKN2
zIf3Zx%rs{5Fz_*H@IZ$+@Oifn_-DAiKTT}7X_1^#!izuTDt@0#XqAw{+8kRSzi?D|
z7N7f=9O<C`co?=L)GlU6_knJ7F?89MC{$9{kc)FpUY&)zJFutzkeG6*psAd7S&DxN
zzECVOpZh4sT>9`+LUSYuDjGPD&z68CUh-m5+Jgv0pv%CnN?1W*HvEHfGC3y^`$*q2
z+rBWc2|HDDk>UoId-mPt^}N*K`jbDc-k1B97s|K~OzHooYkwK13<sGZ7J(Oh6KXTI
znQ<nGdY?|jB9BydgtRG}B?ZcFY(<tme-@nIO3ASBViDE(diiy6b~?urhJ~CLCqXW_
z#iFA%(t-SAc1IFDTSQcS$~pvf2K>@v>QVRQx8x*a-kpNGXYT0c&CjQH*lFJhC^=mV
zb#6XB3wP$UjhEvv1SXRd<^PNGf>sf=IR4J=4>F<G36Y=Wblj#$-xgDS)9l5<ZHuiK
zvKWR{KT0oSF-$1#TA9K=7w<`^JUOI&jVR;UQ+_TVvB6-kLy<dLv5{_|86zd)J>Nei
zh;@{Q;$6Skq!GE}#F<^<6yn;iLg>pa^o1T5(4S5401@|i`R|PVp<ez%pz+0jQm+wH
zVnkz7HjyID;6$=fD#u8bvI);2ZGt7Stk<LZv1pFcO+X}sH7dLGbsjg$vV=A5OH{$Q
zoniTWX<j~rua^%|zX)1(j+Z#43l0io|K?cKN52Z~H?2(_vop1C!&2fDw-I4DtQ+Yv
zc|17Ad@P{xo!_a=w<jBaN6~AR?4IbZf9C$*T;qS^>j%W^^-PGQhDnY2bs~m|Im37J
zozv~BGL@ca3TZzW+k2Y94B4OfJ{*z-BE=NgwKKl+Lm{TB&Tl;5D0oI5lrZog7fl8^
zQf3UR96Yk22;GtjFs`rs<&JetPRS`i_0_pIJ4Lz<rEqgxN31OWVAl8?&sdPgKA}ZP
zrcsfP0N~FU7W<~y_ZjiAoM`jEE<ZeQ87b_Rx4kXaT>=1vmX$RR_UYP{8vD#wqe#?@
z5ix?Fo^jhQWG_HR8snicReIZ=(Wx^b{l&epq;TkED4u={j5be6CtX}I!$rAZyf#1j
z<wl+nw>ug8)97_t*75ERt3k@0AxVP*TM$B4Uz7~vf=b47X%oNIHfwpUpJL>%Nz0k}
zGn}>$bIUbL9wU7ToWH(~Emi6hYY_D<qy2{M=_)vp-(ej%b~1S%41e;@Kfv{WP`y7H
z0n3-W>7|@Hd}=6Hz=W!=lWdHUn)r`#%~Ru={l^@|;mp5bm3=(dWu-}5y-<#mJcR|s
z)~FmZnG%{yGj7LlB$8dQH6l4nF<CmyULq~mx`U5af%4KaGwoZ#T)7~c5!~|S3(Hzl
zZyjW7P)31tSoN3%j_*28D60T10^<kEw>lle34x-K8M6;oh6gpnJKFW`F|f_59+JZU
zTi{>>xVIqi#jWKr+T`&V!AY+~$W&?GIeLV*rB1$Ts&MG*L9QcAONq8^G~iLxS_5CI
z(6m$IPFUObuOv7`D8#)Bn1A}Vf-TtyLH3BbS;b3j_k2^7v*Vk|%&Vt^><xm>+Sta0
zlWeWlj3jHaqq#5%?Xkl*rq1r_X7!F$T#PaztaxiEU2pmnbFbH2Dhko4nMxXD{$&39
z!{8qi{_EAhv6+91cD-}V_iJhA?h8nfHHLlK$FGT3-0UP$6jaioN_QU_-!oyzLyaDn
z;16N{NLr+MT}b8{*v0{N@2X}w)1M(t9T+rLu4o}1CGicVkb3m9c6YUEU2~amakXln
zHjS{S^hcX{^K*(I+6vHKAs*snce^i{Kc+vo&{V)THmb;(LCdc|hx32rugAc7|A7QJ
z%Ao9+!H6=i6|qE>sE*8DU{Od}ewP6HO{)qC0n<#oCViRNus4RO1xO0sY7(Z@xY#uI
z6Jne&#vmuP*JqBzPesBPm<NhPy1?aRg4GcE>K4C*@6O|+)tys`N7gZGg=4I9Yi>zA
zzZZS@S!~|mXWz`brieAY>J#sPUn5f~M)S2w2$UXs{a0)9x4j3^CDd4$dQ$(`j)Aq?
zA4sYH9<>r=oU3UBDhZo36{E4TBj1)HBI}X5-$$#fgv~}fe~AlxM(UwRv!czV=f?Q6
zLYA^99E-o*n-%m@1J=5F6!99-K)O15I*jfl)f+{)aFg1o2n~1av4Aaq9-`r-9+kg}
z(Zq?z0%wqtU9wNtBMQb~KoOP63bd{o&)m)?#S6+g{Tyy}Nc)d8ykH~s1>-M9|IZEg
zduBOfZNrnhch{AnX!VpxB?BB!nYHU%8MhW8ZA2Gk@qs}pgx1!&A#JWkCpnbI(ziAK
z3_hk-Se=w7X7%?`mbogmbO)l52F6BMy~%}>9m9F`Vwpa^?=NB{r>fj0MwXij+j?E)
zg85f?hQ1NboG51B2*=&5{zNIzMG!xzhku3ZG~`u4O8Q6T2fv5;RW7`vPk2>W#DU4G
zvJ8tqDN=SpmZBwJI>H$LQtOdgcwZZD*3f`Cvbgf1$_8_LMW4v3Zc=mnEK{%FHUq}%
zST6?6Bi6llXJI?4d#16}0?hTRL!*cp<*T2qmy`I5ish4EcBStvy;(;qnjISK-57jQ
zg-12bMMJ<}z<IR4HLni{%WwnAv9aVRDW<cYz`ww`J}_YrZr%T`u;$-2@r4p0#?g!A
zefb#USlzLj#|b~2E85EXMEK1w^+ox(YPAqLu>4vD)cQQs-@K&73RU2_Q)*76aY}Wt
z@~M)=VJ;V}cSZ7aL6tW1YuY!Cu@Y6c&9;@_Z0t{4R4flzxj(H5YqQ6fE>5DV#GP77
zq*li;NXT~`OayU7fLjkW<%jLO9PAkOlb0zCewd)BO*PS(DYxgb@B`KDEal(ycK_WE
z#RKW+gPY}FCk?W0PCxvF_YayZlaui0d#ftH^=0hPxJOv@-_AWJljKO6(x*Fw=j9Nf
z*NgpiUF72+?qX_`s3Q~0s4RQgw-sEzqW^UorKyJAMf+GAqQ9j%AZY-?ckMzlL)r5m
zl@IdC*4(AZg-@j@p*s^@CVoL<Kl28RRr6RAQ_1W4S-t*MXj=y>FYLMc-vANvB!;%2
z5<SfS-?*J<_h&%5|IdK>e;+E)hm%@?0I~Xw6tS1gb-cVfbH=#Is&Lj@H)O$4qYZ~o
z+N!iq)cBMAOs%Gr$pm#<=Z&=SW_-grR4tL!qPwDaLK;+!Hqi@zsuaZ#Y5US86fBZM
za-G~;2P@+Sl+!VzjL6am9DQYva~c=1O&ZX@h$aQI#e4Zgcg?gJCXjUCWLvfP<*CjY
zM?PGUkUf^zNr1+HHTHMirMgEgC9~hcBb>bAG+yU6AxRL=*$b+$zWLY{SIIW4{KrBZ
z+RbS_dAlfewAv3YckS*2%!M@$W}LQyAup&SW$)dlI934lY>ipX&qJ}vc`ictpqaS>
zAbITOaPR_Ib&NryEXNW+`(v}}$JxA$JHIoN3KRi@@mM+EZA<N)%l?V-CdB^{Ev=KX
z^7i?M(L?I2{;G?%BY?RU<sFJPt1yPD!0tog(>m6BlQ;<f;V6I`rYacX+)kF$L-;A;
zr0I3FPb+J|n)Pl=I}n#kIY^zdsz#~t3rrb2NJ}9nc-<H$MBrez{;Xaa1mF%nK)C>z
zm6Eo0mHEk6qi%lpYk%kNE{@y%_^Vs5xnaQi$(vty=on?tPz1A^fc29=7L#DGAc4Bo
z*~U3%nHyS1wiK~zV4dUR|FC|l|NpGtwjk}}nJ{{z1PB-G@OuVQzj?ldwl!Jqd5`;p
zUme#6Qt=;$keuyIc>=f-Qg<ZKM{DD$v(n|J^2}>5%^&?{i5e#9d4K-|P}x!P|A+wD
zg#T|5;Kg896!@<WaB5rHi7s$y4B)aKsR%kw8=NbZz@3PlHgJj<=)o60)*RBHqNBrW
zX`0f_cq0n0(np;J$Q?S>AM5D{9706P7lk=T!+3n7XhvfDXlYFp_B5cr4H|cB&9zOe
z-_Fc&V1n7<%;YF|gvmD6csGWP=-i)V`LaTtpQV`(6{*p)Bn2+}7yhv6#fd7-F#&LX
z??V5(7sVloBlrDJhB(FQO4Y|lj!h!r4UCGdgCWxqa_nFmFBvQ2<D6fBOIBQ0UZ=K<
zI*p0L(x5y4-$rVO(!7aMHH<+T;0jynV}PJ|wk+I4d(~ODU6G*UfBc@4#)Y({azUY$
z$$wvV071lV66a4H4Fs?9#mFWs2sE52<z7+eVdZNyQK*GWVk;<Sbp>2%VbE%%NCUw2
zh<M3sVKnW_gBnyqx_adeB{km%wM4K;8nStFc=&vXjq01gXU`~4#>rxvvk7}uz=b;v
zI6eW!4cz2ocj$N@A@}YQxbU-yJ6l=Ib0z0@T1cp&Q|nX+HNCsl+*2`Me(->j*5Ex)
z3C;Px+|d6`97yQ_+|7XamFTn+XEhmV7-RAlEb`N85}OmY+0^v8rl}~OVhgtj{UHN*
zssFGY(Sf)&>@HQ62s3fne5P0ZAJcNv|CpBh{+ns}!~#D^Q<bK1SjB9A%1~Uxb%G5>
zXa8i!usqXUm9aFcD~gMxiW+727gg!l<^g|wvF*t3u>q^3SVxl@c)&lr__Ny9$bjr|
zlob)UNogd&vxp0^Pt*fZ`nYzw_kHJ$+rh3vwtTdi5j}x0I~godGDq<Gw}-fn#|Ool
z`=+6>AvooQsJ*swsdHaBB05Jadk5;P8AIHDUSlEGRT7@<?}1D_W@o!MDfD-iC!0Zk
z^@i)))4*B>r#dCDMs?u5rQdC`+=MCuyb}Sq|1&e;sifcBZ1mrj{81Y&mq?O|G%HVk
z;-6d^pVtaK*x~n^flY%-=q7)97ZP1?(HnH9*`R+TS9Ejr$HJUbG_E9ftH05{1$fX&
z4PXF4Pj=eT;Jn@pgWRosvGF?U0B%MlHO`I!MZ?3sMFsZl^szl~4;NuKMN?6`3b+^n
zxRUekRNlW|><EJ=bbHGU+ywPQ+cD5M)v|$L|GYhX`mlnJ27voWdtPfU52!bp7LDk)
z9~AJJkAla~$rb3*&vn%@e_;|mFm~K81ypzWThaiMRB<dEv3(0m59W)7(sJze@PM-w
zH+mDCf%}i82UgoN`N)`nA2?-`M!>?N>Qg$u`>86X0+5n!^Ozs5y4kia({Refo(ED&
zbraGK6nWB-!K`ZY@}i+m+tcoC6O~C`qgFv7zFUpsk|4lON|gpE2?ZVwSHbUslqc#f
zNH86DCTFFhZX8wcenE|{*L%w(xs7PWXQ310Vo~$7dR((vY`%%?2H5+-<2-grp`YHa
zaj3w+gGz%rZx+U14qZ)&NLz@3zFIR#USyeEk8ij_oFy$(GWWF&)&P@v?~j5p`$JJ5
zrI@q;{;?9Sl|<@PRdUG&#wlBmTeg`{x~R26;vJgoN}d-8t)q#V6}#;|E%+Hchcd+k
z<uqX`w`bcE)diMIljS&oe-k4Ug-o+F>oZidoYs7-h&?Q+e0jFPpud2du8+q+TX=^F
z+>i`?hJM?1QJ{5(mI7%wS&|z?#qX&f*bHt0;QEGz5~mK%)fO!wG$)@{3j3jQEW-OY
zp)XFayPOmvBVctCp9!}~<O_!q-;KGupQ+O1*IkVI<*V8-%h>;JS(u<)lH*E*-X5h)
zpcZDP>9=R+a}12h>EEd2KI~{HbH&Ip1Z=;GZx9&p9Jnw)?a&>Oi;WIV`A;kl(I9Vl
z!1CpD4_IEdIIqY^1yC8U`<>s3fq>ih4UoIyk4lM`g$n*Y7l7)^Id^Gj#Q+Hgjs*8^
zn`}U-bOYV-*ej5zY(AI>Khf1V@44JKu3-%(*m!cCh@JI<f0*yh<^d*Ott!)#vJ?TA
zvv*9GgDPqsTR&%Yw({<8w+`9#G0`w4vb$eg;NBjTkKq>H=>s;_5vk~c`m5v^#>PV%
z;Cd+M2f+{$?T;UIqJX;%Cg38-Qg5r;?S3+lT0MZ94$8EpfCD-P90wU}g=oSu>b{e@
zuHej>fA5;<qeW({Iqw5J$1kxdit84!SDf&Ho9l5`vvvoOU_R*>xn&LUErVd@*V%j*
zFV0XB_Dfx(P(&Pq2L^gDX|og)IY{_d5mCRWvG_V73RL0iirBrGz>-q#>_{)Rk3I<N
z``VA$l|BHn_vs;*P-SU#&F3wFk0VEcC$aajG;jQ=EMRXR>ZHj)jqLhp=Yrf)|8YFI
z0~;BHRxF4|dZ=VSjuRqs6I_4O7d|(4u*Z|X#iLotcsn>u6Cp=*a`O33C*u#S4+C!F
z!wvvgZ~re?Z*s@GmFx~KdikCL({X)Zb*%Avcbr9-PxT_WAp9x(>t{`E1iu7x%pSq(
z^?e|9D9GSO@d1??v?l}A9<#wJHBN%lc5&VYa9KGg9Rcj}%g1_#XP9oKN_=ReM{AGX
z_2xtb*t!*-SIKBZnj}u9b3@tR6l5ojCV+U!FJ=OktTnoq*LiPZuEHuGD3C~4t;aXA
zgF3UqO}}@gX_UqU(xwyU34z+CH6Y>06Km5<c=a?S{v`4jTN_Pw3L*ACdd9EaI>xW3
zjifB?XuG!?^p}tHAh<sT-xRUbU-m7Nr$o+lxf5{YNh}RuJQEU0u+(yJ)}-iv!%gZB
z-`-B4K>E6!dkxE#fbOfP3BIczwO8bXhIus}V!{(JfkLlfEE|r$BbOy<WUX>?W!*O}
z+rv6XVlHkB$?;L6mj3Q>1wT_lqy(TKtvb3kJkP;GOcrSktD*!PUU2cxW3Ax<xA4J1
z4~fgaIO{#kB10hq2w%9>MOY$N$+4O71&Xau2c}LZ2;VGQTGd)STuyb09zS=$KJS>k
zFBqvDnv2oRwbrA9DD#e7Gc?XU&I3d%kdfxIgCQK|O$mLHU63yXpR2asNzo&{jR7rC
z?ouB=Zcrs4CmbZ`%N<LgJESOcq)zRDCDgXYS3KnmXB;uh)hV$*(plL!@e14YlG4d|
z6SAtrGu1kaXcDuDM2gGy&}c9hwONL~7_7SjMgw>F<j>CzpNe6y{q40Mnijq91gI$)
zgq?4O?5gdx4U978qSVt=x-xyEXkWy?gxcwpbt-E~U|E@GXJzUtEI4PfdO4_;v=I3p
zQw$@^I0B?7<?9%#CQ?p=!F5%Yq6^Q{p8>Qz--dzC`(@$mh#xqfP9#UvkzNj+>a4uJ
z`$!q4IKd!R>fIq}ua?%8Oo*>nV|*ze6mYUGwaj?d`U98CZIAQMmtkOjMgLEurr!Mz
z9+Ku?fddcZvk*b?*2jm6DVSfeFy59i%)c*lfG$-DOLgx>&<}@AMikk&lnk~u?1>_c
zpl{0M8}_62hL>Q5tRt-OT#ZZ<a;0bjMTwlyWS+BBzUKiHHGL<>igllQZmc#ysdc`j
zUi`}%U6kM5kXQtyUg+OJMb(AWaxtS^ovo4v*f3m5KT>b?a+K?)Cr9N3JVuJcj7bu(
zP7HFa{_YDGTg{jtq>|sHAfngw3Tc`7y-?7GXig6S5~)G;^Zwoku!{(961V?g=KA;l
zIwxHLXcC#lo3Z&B5rndf!(-!Rq16&Jxu$jhPhn>nR@K(F?QNix!djGoh%_v^OF~$5
zcY}0yiIgC*Xz2#&?vNHix;rGKQ&PIVxls3`@B1F#^TR)Q>@9PSF-P3jeVv!o*hxCS
zZkcL`J#E#65Q#wTdm1~B(I4KTk^vN%(l1pD)uhYbQ8qd!M39`n^tF}P7kQNX3
zaKQmVF4yu?`5fmK0g9YizVk}mwWMUhJ5a3paW!%>4DPK_mKeo64(D>^W+AB9TAJiR
z<Y)A5DhTjKb8I8%8BcY?*U<QQ;v`bpHt49L=+7aNWrl%Pr6{QsRiR7=5B-w`(%+8D
z_6gx>112y<Q)F+v;8xj=`|lZ_+)7bT8hAmsNA2I8f<7;yf42hb?g_Y`lFoK{9i-12
zW{b2mQR<^mFz4srl;xMAQJ3aab8E<3?B?B+J^$>RJ*}Bhy}}tB1LiGyHQ=9?fIXE>
zl~QMuLr0YrNiedSKSo?nRJ0o>S*eUDrNDLgqKGh#>J1$<?ZsJz>{~lm9y=mWmCPGQ
zawqJZB;LphXQW(cfn>FTy55>}%%*Z%wVevzz^4mb-IqBGke;4<?e`VBAkv&6)EX@v
zE0GTigIm;@Fz@1;H?Zm5-trOOakl(BjQ_3?f654m_ezHL<j7aY7KrgFRMhK`c#=a*
z+%I9TLubI#ZB6u43li1J1cj!<%VK&}9s%-etF3L}C5i>f7@Uq-i0|{RGZAHtP^I_o
zTG{*{4M*qs7<39Iu=BLN$`^27e_?}b+imJ8i`kz}{K-6AKR}K$NhnfJKmH<@Y8vyd
zsna!OgIQMZWL}aY60e}RcLMeHL3md>nZ;JbVuF$d4f{}Zx?Wk?Wz@)Jx1ok<gSaSC
z<e_(1B+)-Ovb&b&raueHPkMpU)?p(LycBx()~o=1!qMaN>w^@=0zEhsRo71>)e5i7
zuxoj*u=v<%+%Bl9vMn0LH=r>z6p1J}s@-IQT6aS%YbYuRJ9E5s2qun4BDIlp7a8ZA
zWE>XtSWJ>UkI}b2x`kCd7NoK+f|}zPpN#o6!Zt<!fTbTQ=uW{+9%FL_Ly@{O5@ulG
zer{4GZ%Ye1D&G<!+OXroG<$?HOLQDYIE%*3^My|7a>sPpHQ#cdE{J*3+P7hk1Ra!s
zRPNIN)5%QhRMkXpb_{`!*6)7GI7+AwEy16)8o(s-TgbqWh2}OIgElBvo>*`?T0w+j
z+V=`LK0g{8exMS<bdMqrG=`UN8=i?D#G2-#m#robAs4cgB!}=+R+=g*?WGtd<@gXO
ztOj0@aM4#QFIcW>E^ekwOcnNeYJA{9n#FDR4M7Q@iM$XGstWFNpSEZeP|fI2Py*e3
zH7pvtG6uq$6kCTZRUT4O4&RtbbGm3<fcnmBi|@5(`?Q>gYE=gkx)h}_^Wn)|sV8{c
z+A5?Ff3^fqhTFuLE)Xf8%)bDJ?t|^ETzvceiM7pSB=w%8%}0mWyiUwsh>KSd<ugdc
z6^YK2>uHivVALsCk;R=%my(b?V>$~i)I*l?!k3{DNo3MZqw`Hms#m62xR71fbn9*H
zk$mkZe3~%{b`lml$wr;eV$+BKDbdXGvS%4}jbpy&@Qhy8rxvtAp(h$AZex-*Zw_v&
zcve0V2V+`(QKt1&&8bB+h!v}LTCGb$FzKVq*(}b5rY$%StQRnYUz<Qx$BiuY)^blF
z)LAL}brj`&*6^QGFisR0vn1?idvNI^<foqqzCr)>@x6mFxZTA=Ji?O;rDAeolFC@&
z*)SX~)Rh2Z4^V69f3$VOR#qBDqglZ8?bd8U63k8?TP7P%R}FIJ#KozB+)q8<ZbFUU
zkN#d3jLt$HsYk(#lq-2dof+-dRi3#iE6U%Nz5gXWJy7yytI~-XtY_UxW<fzshux%|
zO&TR_6jK;c0gA0ut@uI}JE--JIIHx!*BGepI;i0FQ$?5_I<=W$QadFX=BLv1c^wKW
z(pJ;%Z-u{dmE@v27yB^7@@tI&9^zLG^yd#U90UL1{8Qcs0nP&WerR`shI)ThGgfxJ
zFViP%<zR*QW2RbP41<^2^eSCwzGjuQRKok*EPL#P?z`YtDs_d)$Zkl#d#;^W^p>Nd
zoC&n;TFm&VU-9t#7{hc0SwN=#VV?k9y%f62RlGFGl#gDROaI;Ow)jA;d@({=g;nv{
z=Mw9X!}@8evM)yYa#Qx&LP-MWBZBlSSowTkUGnQWts9A5vqX`$plP5ZFX{6gikxEp
z)O?ljHZE{(F$cwPlhU29Tp{uwy_nQrsN4=6=mALg^i}BX*ZH3xz#kmgL1u(}X7YME
z2m()VU%3#H(uSV?C}g>_m~HNhl#?3S*`6ov(tR9}6cBxmClc+m&Y@9Ipk~yF4OI~6
zKgLfF{62#{RaVJtOamHIE!y-fl(xSbx@MX0x=;uutHPZti+b%GXz3x0*}2}&sG(R^
zBl!{&T|zR);|sc7L<{MsT1oP!hJn788q{)Gj%gW^WgMso0tiNdg`;m!JJdGYGef$Z
zpsU7Ioyb&ug(s=cohY?VvjTKzUCIy@xRQOO7DlrBjPbo-gCBwyjpySHRgkwZ&+)3u
z=(Zm;;=Et?<hm^{z*ui9Q-~N|u+p}_M_K#dt`0e2AFd-sbTB@jhmgQR7w8$Ed`2{B
zPN<@VxG-h1WDZ4)q}CQSMZP|T#OLU7WpO=-ffg507J4ls3MKFgXcaSX{Use_Xip?A
z$`iO>eb2X}nW_lGnN(<tRh-~Rkjn8LWLZ(w>$+HfzEdcb(^B!_E#Y}OaZ|^1rQQ1b
zuT_iX%b}L1bW)r-zSB4Xz3pN<`W;-0{g=HJItd$c*R%v}7F1eBgpH|ZxVB<IZ-Co}
zNGWjm>C13@YP<!zaZ&P$D%!IOLUC+8KCa<^ntvXB(1A_mSqShw!&q<S*cK=eaq#lt
z^gn-n(-^+6!4M<^`}P(7IM-J+ZAQcP^sfo>qMpb1ODzz~D;2Bv43a5FdsQifn68i=
zC>IKmqZ-WzS$6Hwl+SRm7}_=x+apT_Y_VkwT61A%`A(P!)95k{CE$6)4NKn)2fvRt
z>r>Ct9$+~mCZF$xL7dVUUOFC=(mIKR?CBLbnkmGyQiE^>N=y{QuELOXc_6+~lH}dx
zVv*v_UHNfb-#-e(6rvMOZ&y^~qpIM^5t>ORx()@hu|5L!=9SeA)JPI9U5MRF?l6xQ
zsSXme&Ad*&$AHGj1U#(82GrgS@DTiaX#dYHlo5<Ln_2iHkZmIih4Ee3T>+_9a&zA&
z0$vMA%<OHw4YVKoUm=`6dZ;jCvcg7M$zbI+8;9KvzN&0PYUUyz*&9c87j1XxfQ0m7
z5@W8Vd*9U!SL$)LYl)YeVmY&9!l<5H9E3<t;8}XXz{G}h6{-^5DfK2$hhX|VTQlE?
z@;(+FJ+3NLBLPu-$sP5MQO03CT3ws7;Ad+t1+ndjBUPo9#0?a5<E<VtUj~A@DTebR
zFjQ;>N~Xg3^yFZOkH*?JG3GX7YHYXl4c(HSpAY@kC2u=eZcn{`T~3Jq@MQvi8lEku
zN>2Po3kKu~dme<Dxx{q~qv2*eld#T%46_l+7xCs%WMhdfgRqs^KFZ@#%mgknH?9y$
zkRgqKfU0ok9FqVy1;J<~!&vUjn!Ib*sFQka$tcWBsKe^jR<wXZ8(8a(#*biH(ICt4
zYzHdi3IqXGNSI@b&AO<&!Iv>3j~IDDKHOSC{%igX?rd~7WHiB?1Lb0&R6*5im=GB;
zs($`(+t>Rpcm8b4VUP<z)L{DSss3}1A&-L%`U<na67lk;hvV-==r#5ii!;loB}=SF
ziiw*VW>71Q;`GPcX(XGAiGEIzea$pXe3ePITqs$T0DjXJHAp?qwX2%-WyoJs!3qgO
z15Z9_;{{J<YmVet&vcX$rgD0(xuPPKC`>p`BA+FD>`X>o4=uY5?34+G=rFm+>oQ?T
zBUFu2Z-Ni;xW;n7glQ_+IxYkF$lAA?)62LHN8L_iUSpX@%G<-hMq90?f5aEeYf(_e
zCC_eYrepstCg<0K{cN8pTVTce%issUvW4|{$uhU%23i6u@)+RTjMPT<Q5BxYP*}!e
ztwHtDD0IQ;p>)b)n<|O(XP<o0Kzmqt&`>WaOI*}oh9wav`3|QOMjfBWm#GfjR7PeB
zCBr4s@47;YpsGv5s_wiSxZQ-55grDO5;eP8Hn`K5N0+>}ypcBWxM<Q%q=I~(S==?h
z=dK>oC(<kyKYW(DGJO`GQ6U|n6W4T=ARB{X{X}qxTQK?@JDZLPy<20`&)&Hwghoxx
zB;f?h@ZM&(TR}ZNh#=quXw>^_C>a1pW7j3AfZ`bhsg``iq?U12Piba7;m5E-e8B|O
z9V|RKp*I>|<%FrTf*!vhE95{No}pfHb0DGrTDdb7Dqu<#!;n!972sIl^vyOkwWrXm
zQa#Y#Fjy6YK^o^@vu8q;O(wy;bkcG{EIoBZ2&s$WfFXXe-`&Jj1q_+FA23y2`x@L?
zthXB|>noN>h{8DJci2f;Ij;v8=Ec3AAp~cO$5VeF^frlfEhU0C6CuJ+L$~GIz22S@
zn%5_dS%&6pSqkx9@7{#sGyh1c2opmbITKc`deeGB-$)%<25&IGI+2b>n0sx%4|Mp-
zd3Kpbif94N+#!{<t|!+3#*^E4r#l3n`eeHZz)@)d1c2Qn*X<848}agd;U<!FiTjPh
z=79V+ySI0FR<IdEqpnyDFo(>oY0gIo_|^gWFHu-N4<P06#)Gc$YZ(sT8M4n_LV+6f
zY=jgRHyhxD0qTA8oF_FBo_itb#7B|Fx0sk0|J~3taJdo2XEV|X&>Y>r*Y$<O#si)k
zfXXm%?YWkkdNE*Mflu{f=}N}qY^#H&hwHM`V=dLWrBwGJ8F&>Syy$r9@55h{-g&TA
z{mIS2xi$5c-gEeS#3<uz`P0=C`jnHh-ey>g<osmUcK_t&1@KOQ7HUF9H~ys%c(*gg
zh%x#Qps)b=n;}`oR))=)`}nbGN-7g`E)(`KhRFwg86GZIwW|}z9RM^V_zCYfKn1*-
zaztyq?Dp0V!*v3h+q*Y`ssP~zdleVmZqo;F3`8NZHWt>iWq=jAi$Q*;PZe0PoJepc
zTx5jvrCiKV9%Z()4H?Dc+?jl`y2cqYDpo!)Y!O-iHn68Xq^J;kyihYJiD>BDTijyJ
zg?a$%dv@I7c?6eb_J9M~ghM({nG$)Oe8cp8`e16st%Hx=gf;x-=;q@+@`NG*CCBaE
z(Z3`{$Bb7oUiaQa#T@GZ!tP4<(IYe;Hqh93w)NF_hn{k{!1Ap*B?Q%H$K`Cy_iOcc
zfJ8JqkdthP%)JiyPEy>*Ydrb5x6=IQ;poei^$`n$E8wIjLQ}ADvni(#iN|BM7l0vd
zC{yobDg)KA$hB~Lx8wRP8t94!u!^>uV>t*_k>waMKwZ2cO|2Q|7?uVa^Q|X8mZ*CK
z-MY$VnD)O60}>xN95q}e){->6y^TpCrr3RT9-yPrm+*ZA06HJuD3!T91QATun+qa5
zez8|j;<PjKwayXg0{f?Q!mVfT^N8^(@1&=PT5==~AVc_dD=JOQ-NJ}?-MixeDTSlC
zO6Q<a?BZA{I);sd{R}{DR@?yKSz(W$TR#=yxO?@=h!Q@)tYNjD%K^+G6zM(m+*zKV
z?%_c^cN^)gXKJnh@RD@n8@p1Tc!uk}c9h=BSGb@f&QkM4wm=3J+z98;R3sZK6H;{s
z-|=@S8q0p2!cUcku?Hjz23t%HW07Z(MU1c=>GsR&F}rc7QgwN7lx>Ee_75kcay?{J
zVPIyKptLd2R&zg)N~TC9-lgjar>-sn&UWT8%Iq5}M+-E=ol@$9WJx)1gfUBfpYjJO
zdytiV$+H4;Ti=s)+Cvd{7y+w1<TD>(Js%@YR;goAv|rljED%*;OMWIL#~*6|6!Adg
zWq(?WG;QWi{gCO^8&>%S`WR7{VkbOvl&G&;xA0p1H>MA;wo<PKEQq<*lJuhy;Fh6(
zzWM(jUZI9tuh2ZL#Lm3V;n%OJ<(3z{BOT8;?OyS6*SdG4%+H+G7^(qc4aeaR#%`ut
zH0uyqx4loR-!U!#-hpd%aN3Y3txnlB#l-cM*F|=D+%CPRtM1`yGLNf6-Fd$CN`*fl
z)0Uj=UnN4EerykI#3a&3St}d-Jb$YA-8yRW0EP{Ka7nouC_LAJ69<8I2Yf%<)}whk
zs{Je3QD%HLMQx{*d0@1&jKic)=G>J4lnp*406qzbgALiQQn}w8um70ceJTS5jFBZ)
z3v-Q1pRTS(pbq2lOTwX@^MXSM2Z7YZb@hP4<JDL{<2o=lTkmX<$#ARr0hXuYqWt3M
z&1$Z4dLc!Nxp?uc3W=SDtuxE7PDh(lXZh5JC$bKJH4-k9eCIw!#T(rM9@lAiJZ=AA
zp%1kAw8iH@qJ&=|E|n8c4AD6q)i#SJGJxrVMIMPNUM}7tohd6Us)8bWUDaDY<YSkz
zI23zcp9#NolCOWsyuP$be_ZoGn2IX$3m0KMK3!pN9I`wzFY}_f1h>}aRowX2{gN)9
z_G+nGpR`gzdn*ZH$uk4VS?~}e?VRN-W=_%~q<`uk$rK;ngM0Q7=Q);=iFmL%rIqg0
zQv)QTkBg#ARSj(RuSZ@Pf3yT>MaSO@n%1mULZ0x-=FM45G-3TD7HP=7hbu?sCG<?d
zoMLyY&#aLhqq&&(ha{`0RlYtN@Z7giQtAVo8W*0<m;7f<_wVW9!V9c&;GQ49)xAU!
zR29BuO?Yz%fatxY6uklXI#7eJ$4Yz+AH$6RzmrujBOd|NX|w;cOR-R%q_fZEI#;V@
ziVz;7AK$)uUNrhWop^FP-I}rVg&&cp<7g*M44T&iC?VJ_N@&8$y${&#>Hrc|ru+u5
z|9o0HiLH5xfOK0Q#nqUkVj%*2G{+mB18^Euwnob7*rRz`N*l?+7mV)h|1r}{k+EN&
zHvpJ3ZIVa47xPn|b%&qeme6Zg&p7@0l&jrB?wiXb%df^syiS0q-QCL&@)Mc)Tb!G7
z=)r*7ePU?2>96N9bp<annUw*8O-^cjyj1Ql08s1;=k1}6xu%=l67Z1F4f}pziNEg2
zZO08FMi!?4F_+75CzN>qf;&YG=z<{Bx!}Jl`Keot0QOeMfL1vTH8(PNC?l-#YF*!&
zUH)|TqcuI%>Sq4i2LeUI0T-}3e${_OeJMuPyY8}Lv*X1or=wDRlYC-ojO3whCX_~Q
z{!+;|Z8A;0M`72SdMd>GJ~!EqS~uoxO4SB@Q(MYNB$4Q8Ow*y&SwjS{Kq^IQ)RSqN
zdOf5>JTa90{1*>QjY*I;OcJ7$EBmbwALWYI7jT|4MKa@v24Qd$S@JomaBT^xiaEPq
zrra-6#vz+L?$*I~S*Xw&M|HplIJ5+eZq2~HAIEqY87TGjL}d)X$l8t$!DX_5*}5w0
z&AD2y<S9Q!=keq_aaOK`h({$dFt(L?biIae=12z5m#syXjh|y$+m`C`T1wR06iZ8g
z4JC_t{YijMclT8$l)YfYO)lD=As6hJFYgwsJjUhJd2QC@nQ!Jo!rD((rAM0=wR(lD
z(GZbFfQZqekQh>eAg29+Uy+K&;c0jJT@M3^z|#n2q0o#$aYa+Iag9Y91<HEez>3k)
zq%0)x8f{6-R|5&jA@48Wgy#+nNrxDlpnTB%2?`6_L$aJjFjt;0S#|$eU~B`c%#-Ov
zUXPfVCU!v;GKZL8zRzvak4fzwwT#Z&%OteU!X0$z&we(_5T_cvZT@u;KMh25kNc;#
z`_;y4E(`pY%ihICsf19Uq^dxg`r*+Iuf_02D`Z(|*EqeqNquH<=~AnW2Glb{EOXX&
zV7ZoTEi5yT7DQiAGP2X4NODw}8ntz~vH%Ut)rG_vxh`H7>~^mP)B}x0h{`ATi$6~4
ziOtgo%hQlh&?j?4dx<tN4!axra9vtB=nZQ3E&K+sBk7x#neVK({MZ_+9X9-O9i9?u
zF)mAf6^_TQdrV#j!Wzrn7Jh!{^0RaZC@w!Qoj{)?;h#lcy6UiC{brJ%$NU5X2B&|f
zaSj3bE}l{XnF_1G5%SrLxd`7n5{8VS6jI3#u_cHMFk?;EiO!#YBtc1=oGz=x_NvLJ
zi&e=~(U9WlS3NOTioB>LVJo~aM&fP`T2A@J2i3w{J)<0Nh}{kH&4Ky}ca^;d_z*cR
zI@m%XUzi#9IDD5d-Z?fL(_30%Ti!`Ev!5kzu(v$8d$^ABEf0A=*PQ+86T_f_E`Kw{
zlug`WgJos5CCA2di2S(~Cx#WuO#-SdLH&jWw9FH@L7UV}ddWlaI(Y|p;6Vp;9+L1&
z4L0g+dAJ3-!qXCi`lqah^Ezbpmv1Db9wu9Grl=Zl{zNYssnzFYmH>q*_o$vFO0~&E
z8Q)0R{#_<dszZs<>|QeBo?87Z%F#uz8oO2Ci+Iu-b)sSkE))~HrxBeZswArvnUsnJ
zlNf$Mn#EKhf=Yf#F%@q+jZICaM*|0j7soZk4Mx=Ea`!k4kq`}e1=_%Ct2i*8ICKfs
z`K+#-sQ$8h8^W%poF{q$+loOsS0kEI<s>^S-i4qk`{Ywut^r7c2|-^sv-kpUcLZ<X
zQ~!YbyAX3|60cke$>=39D^UBtEh+u1s=)=DKg&t$dY{c%+-4s6Sa^ID(bMLe#%;n@
z;ELx=j2;flmvo(joqS0X*d*Q_G<fxW6w%;^lkJ-o6cUoqWO0;88;|8<X(}S7P7bnr
z!&egIUo5}>K&1w8#fG*CM2xg=gis{+Ht;<Xx6xpllM^C0$!QV>z#FGsoV<0lVAT#}
zp$_D>XVjt$3s0;^Mv*X>1hOJzlQu23e(2$jWSGV@uviS;9at$4)!Nc0MHHy{9NI*C
z5_U>ula0Zi>-QQ-iX@OQ(n#`ows~#F?k!>lM)x|50j)B#9&S@>W`<AX=XH}q?qQ`X
z|BFKO-1=VHkNSvoS>?Aq1r}*TdQ6=@ay`gVq)velp@fu88xkM=#2)#J2nM^zH!9IO
z2^o^pi%K-UItli)0&cP4)$-Dr$MVzeSaG365(#7J{L!k5l#$O<KC$Q?kX^c!`keO<
z*JvPQI2j>JE11Z&UF(XsRJIK?R|@of?cN`vTUCOR$dlteXwjqnXA*&o-c1P0$+2eA
zp$R+hi&9Z`S=g|w)HR2w^Gm8$ws`4!T>NNXLEhk*TMfhECG_96;M<b;`dz@R^Q&zf
zSe&j-v&2}WB?8CPHBkip1eu;E_kvrZX<zmW&sa$G6QlU{c2GGoqJ|&KoMuhMR7k1u
zllza%ij(_d`_YQRLgNL(zf>{^1-KXT+v=fd=#6s3j_yGeTaQ?sx;K=g7tQc|u|*|z
zD(IQ4^*}03PlO(?NO&ERfUqjfIy9uXs{7Fs$!CT-G3BXfkp~1qZLak_ULluZX%LqO
ziq9scQGICCkx?US@SbE*NVJseHg=F_x(bUUT7fp;3p^z)#K>S0$z_F%th^2W%_{p<
zWP#Tl{wzXh5i^TSM*LosgAiv;yd1oVsoIwBN?)nR-DeThEX|n+H}bKO-kQyth_GFw
zCF#O)?_KCZkKhx8%}j!Qk>Xn##VXLU)T6sD!F5(ZK7)Kp&fvX@;%-;%_)nGXdCEo6
z`Ere{vDx^%qJh++JN7yE6>V38BH!l;V`L9XprEcji%i!G5KqNrh^ZN4Yojx+7j*15
z`_b&X>R~BUa~6+ZTeG-1SlsRchR~d6ZY1b$NtOWz2p=zpcLZ95mJiaUR%U;V+-=oA
zJ?Q%qg4(y=Av5sh2}TzlPx3F^Mj!|=o~6J3jkxZJao`*mtGfJR9B7&|n?#D#ZFvoI
z6S^Va3APLTQB=LM?k9O{j+~`AY<gfCWbg^M^>8RkOjas~vWLN^Crf~J^F2pG;Fo+R
zTgD0&tPb^OSDE%=>YeUWW-Gno&jVcIYjd}2HHjlnm<-xg*65`0SPS1SJ|3^NHBI}V
z4BKijU(qz^b1W1JRH1b#Vn8S}k;`$n5^&&AFj->Fsf$u2xq$wjl)swSe<Bg?mi^1h
z0ZN;R2G#1Sj{<&F%V)N{_YjJ)KjtO*aaVq;IhuYrRw9=uj<loP=LDbg#TX5apQ<Fk
zE)s#iSc{{if7CLA1{J3xJ;7)k7r802q5qGvkvEB5f<2FeUr6`r^@S|p)lbCaqt^O3
zzavD*;3w@g%<(6_Q#g9Wfc1p0Jf_BucD30Ug%+?UMa!yBvYLpMMIU-c6qIHObf^g<
zcN}1XOsf>9Q}Mx@kc|n-<2XwWdxs$E{y=ePu2e6zDO=u~KLv|*?+J>7zfBSUK{b(!
z8Qc%IWrVq6lh=TW>3pX{O((biAr%{r4oNaE6MB+dRwK*M3jQ7#+U1j_9@nCf&+h&~
zG`>eUe*^{&-}vFdY(b<QJ<VApAcJW8$QW6(p8w;S-;Y-#N<(H)F@r@~u(Z)IAeV>E
zBCaLntB+t-JK0fis}QrLpq33x<<Tik<ri}ij4oGwyQF%*sAM|SQG!6#9W%QZ&ZNS!
z(CC+Fu54b{?rOCTtpEYrhSAj6jsc<gD1(io$?cX27(U=@>8ntNzo}2~h3MD*a!o8?
z>!04qx1kSngup7}T?5uCD=nKi<-OY+BK$_Nk!ilBp-O($q>QT$oCL43<_|A%iXuj*
zvX~m+N=Xr#8X;6qb^(Mzn&v~Ip5Pkfv0UXtDoZ|s`q6LoNfyZ{x%v8BC2~`+5%Ez`
zWaA+p#gI4By*)E(S(S8o61~*cwzLxVWfHdO+ytij2sCnYin-;ii-JOQIynxtkdYJ|
z^y$$|Ii;J7M4y>E&(RuN+!ZnQrVbiHD9@&HtbDRlT)qF4#A7=RQceEmNd=TvNcIqM
zqnqVmCyNjx#`_Wal)p2cB1_XmC#{i-C$}%LP!`u8X4BELKZFqB+DNbVWabSgivQ@g
zXQ4;nKyC}!(Udi?Hv|e34`mVWJBW56MGmMkNmKy;B`xhZ&04h$J&UhV$14JfPL_u0
zC1N3}bp1E9pxr021D)oI1tp+Kfi@BuMJW^kE0T}BfZ1oG+n{IYC}Nq;5@F}fI=L<L
zyc;_hRSU~f-AFJsqn@g?b*Keu7%T#JLk%GS7U(<hh4i<)bn7zyYdM8O=>~yIO8IC#
zhj<#lJ>+xdHw7+Q#-WVfyhL)kJ5q*$1PBgzasiNlVrI`glpt0wv`2{+g4sxh1WQP-
zF#JT3dT2g0B#KgP|H!NfjRl$ODlrM{Q7No$4#*EN8YN^6!ZuUN*HOn{Fv)=yi`H7(
zY)D9zYS3YZYL0ksubGLo06V!QO}(|S0}GL}>XP}9e+$-d{R?gCJ7b(8W;~A*vF-r)
zw1@ChE4o%;3=5Mm)_;AZJI?pg(Cp>NLn86ml#<(3%s>OM9>om5L4NU}3`=hBZ&6yk
z$eBz<lVEa;==L-}bP-(X_*@h@6G~*$YHTX)Xz*aB+{o)Y-JN9pMTZMC`TY69$%KYr
zt(Z?rb<yIr<T}1V6;ZLa`;xvr^KIARUt3flTJl0zIpS<-qO(1*lhql4v}`&MUgn0k
z@85Ej&`Vep7G3m(<823T$JvMN$T;gEpq6zY_gyuRTvj-g^z9K(L)={5JIOVMd%%6|
zDYscGP#ie)3Qo}b*G~iI`Tab;3gd#<hAe2EDHh*V_QK4$A0FHvE4@3M8%(7$jE&PH
z`mib(SXR?YEte!Bge{j4+?ov#!9sIdYj5Jw{a|1_B+fU|rVH0(SIsqC!sIDOwldWC
zL&-6{my!!{WHwm~W|jDMBP}+5QRd;U?`T00Sw4B7&?%<<s&zyRe*+7`uqc*ukPBW9
zGoL<(qTTlhtm&%k!iaN1jByWb0Ry{L<0#@FM?^7)EKzh&+B;dv=|9h;>)x>cv8n_J
zaJ9h5Wso2Lyq$!Uz+_`JB05vs5-RTK>SXrSQ(raHq?t*mCD7DIWNx6#GYL`VLDRD7
z>a$lG5ag%?cr+NhqRR=0Ph?uq!LsBSW9CpSo}t!VJFUuQX(FmgeNMaCWvHPgBr{G=
zpPB1U=}A%@#H(Ouoq9CCA83`pN6BEyCW$79<+a)#=Zt&hTSd%#ascQr&z;L2$9z<)
zd4?>*dyGM<u=*ep8cT2`nlCIU+u;|u8XU3m_nz>-AMHOr>-(4>h=FzOT)RQx-Rdvc
zt!&IV(bE#Zu;i?K_=1@(n~fK}VTr||kRmQ29OFJJPr1Uv$(Qv_Ay7q4TTduvmStWQ
zN6qP-EONPGrIj?cLIIu>%W=4(fVkCD2%FSyH5D>tF~av}hx-XJ<K~J^TAQQ<gc!(-
zH2}nRhD$=Xy341=$|yGJ%&Sewf+}YDg(;bgMJ;q!n>y4R-(N#6XTL;48T!O4mRRXm
z`@v5edzPV)4+!Cx(g!c<@fXVR;vHG-W+oFK^ZL_dF+ze!I!4X?YMRKC7xZu+L`I^^
z4M$D6vu-}okeoH%zPl!(-R!jELWM3%sS}r))L8*2KBv{0XW3LwM=Q^)t7^nrduYZb
zHy&o&6GW;%p|i9};~$C%H!pKcAZT0NvO5!ZdqP`bq{Sm+|J2?0QgoZ}YwcNfZmY7n
zcyiDn&c69)Ux!ZrkGK~_vQO1~RfQ`*BfUH)8X;j{5&>Ld?Z70wT?OHMD}D#levod(
zZ{ZTY1*F4KdB2^cR#3_|eZSAFqJ^jubrO&*Ch{W5I89S3;Lss2Z3Z17mZBUfF(XJ@
z7FPlfZk`jO1aG#Zpd&qGWyg~%Hg!n5SbQUdqg11lAQ@l4ENZ{>VHFFf%i^ptL+_z@
zDw~sy77Xo*1GZ6_H{INV9*~S7Pyc-oB4NtD8%Z4Su@c{5x|%8?Q(US_U;m>LnjXS(
z)gZar#wpG4UN=vBWgdi}9_6D@8D1IGxC|R<!>}JmrSjKt7|ITB8F>r$&)-(xjkP@t
zKiBWl(rQ#NCU>Jg9kri{OIu5Fw-6v_lvA8iEa_&1TN7Mw><0#t0q9kGNHpMjaNL+F
zu5@U2?&q-@{Gi=^pz+azbEQ`U&#b7F;q1EJnetN$98)<&<_*%7lG?1pf0n{`Gg3zu
zgdI%_a9jb5{k20!77(IlUegUxiYBBi04n-ZQtW(kN>_Yot=WMDK&2U;1^~!rmsxzL
z!g8RGU}}wuu6b<T=fLm(&C8SbNBiYjYPF>X)6wQgDDU}u1E#Xqwo~&v9=3q31&+ew
zyV{pmie?9}d1KX<U84mQ69osun`8LaH?7Q`=Syg+XSlnb2R%A`Mrz{={zu$54H$lp
zxGBRKCW>b-&+&tFfH#9NGXJ&8b)LTD=5axlQ6D)moPMog-SlBjuW`6zmcKJo$Ep|X
zXhNnsgD-2yV8VG}9iZ6+j!9A;%4T`&$d*`LD?ADo;K+89K$N4DxJkrZ90Q#F8uH&T
zTX17K^Af?p_pIWuM3T=pUMGB)@o}_L@1Cy~Z+U*Vgk<9U*!arBn3}r9ZDGEAJYAk}
z9-Q<k;Z)Z=*-k6N$7UiOl5+f;qH5V&_r#UWxLdMj)p=~H&5z8NlPqQk<$@4_2mz0S
zJY49H`masS%bg`Z>fji$Pd9gPJZ}a7NZ93G1}mTqSbXRf>WA<&70dJLoxZI*07x^=
zb4N*rY5-?DS4Z2k`0S{P5BM8Ego9^s@zw97(tj%dHmUDN;JmGSgr>ko{FJ3MXXCVX
z5Y0yx-l<~K1Gwr8n3O*?&2ITs(g0B&G_>DSX}{Hphm{l*mVCNgQNe*n2LSj&zEr0e
zs-3qTAp~!Z)jH6J0M}nzQ#TyTcf408_e-!agHI!~UmiD)vEOMTyGl>3U5s+T9jP`o
zNeI16fEnoKYWv|&p{veut3>Z=b94F;el=(aK>h)FCbvR?Rs8?J;8mVzw-LqUO*XuP
zJ>H(JO5=U{`kRW*_nF#{R?lg4>Zi)L0qhzY$A=6L=A>U9%PLqYQ8wR^hl`7^DINd^
z1L%GdP3)%gP5HyacOEHS0=V)iPdKvvBg2JeB>)}-d{(coeO*?}sUg(P0LI*G{rx-g
z)HgpEm;6|VBe(fGSI6GjjC4)yibwmYNLO$_BkcLoz_eSuQmBXGE;UWJtdzujD33=n
zTM);U-CU@LfD8^LLwG>{{`o>|jGa|b6q|`$X8f48!7#BzwxJQOZI(^~2X3X9gZsL&
z_n-~J+nFv@UlXCVkyT-xj9ItubkUZZFV4V7MRwveau$t;5txn^WoM?l{s|Q2{jd}X
zR_w1?!^bi=3b;tFm2YL^T8l0$dU6VyCaWzc8eCF6Dl?N{bf31PuCE@OWJUu(y)%a~
zzxD#jC!VjDwBpY`Q$R-ns2O0en{c#{nj$Awuf9Aq<-0M~>gw*E1tP5sRv)G&y)az{
z;#Mq1vY}JYf8J>2LgDc=juSd5B^Ml4+k+_mi608er_~HQ5!OOZDu?0eAON#1U_Hq`
zwCGdAzhu7Cf606a|C0IIdQ{xt&^GZvmt4WyX}Q;t*7~^aG(8gVC(V3*ctV^GxMeh*
z+H`;q<yhV@t6JQ>dUx_L5uflQjro^7FXI&6>T8uhFnk?<V)!m}99QztuCF?PEXCQ<
zv;(h)+DdHZx7kY~8C?3VXQRG6H5day7P_U@lcB~qruA6X@`}2<AmuFX(z^#kxf^Z*
z>7rzyDUpngB*GAg{GIh3wtFu3Cp4dhoU7)cUB19`R3KYhT3l)lc={N3ZG}Xqu21#y
zT+jNn3t}plHE!pS;cO1zyS4)g!t)l$D(Ukf&qC@{i=I_Sx<os6@P2b|yfd=<j=Iu?
znO9x@8hEUdnI=~NP>D9fUZqq({C(B4GV_w1{kp*JVh2#G-L!x`n%Y_CaOq;=r%LDP
z`Ar0%a+0OjRb|S@11v0jPQACE2Q=Qn<`Vb!AANfBg(U<KfVzkto;YF48oU55h5s}#
zHaIljJJC^q8}{5rDsJLe>bgfG7F$?Xu%;ouRKW6#Z;j46S4Whmd_Y_&VCkh4{#^3J
zvt<E@k}0FP01_4==5M<S*7d$h-K<5V@Nl`Ga8umob{@&E{PgvOU{ceU)GX%LQ$w7d
zPS$TVo?Mo?IuFo`q7Mxcxx;b`Eix`4EM>vctPr5m)!*<zp4F^7=ViZF17tP<OBC6f
zxix;3DZ@r&$y|)1;%&kM&lyOn8#Wj42XBU+wksynB{7g9b=wVf**5)HH&2h2i<^ag
z!_wXpaY_+SuIQ<HNo>r8W^B(yv>A(W*~i5@g==hJyYrR+-R=OaHM8XaddUmqq>H@@
zo_A_q;|Q1Do9dc7nt4I?OvGHvqI+YE-RiG!u(0EX#lm5*P%gVc!LSCkTecq^r6>#%
zs4ha_vIqPOP~idIUzf5j5cGOY!FP25WG=jWaCF|29P7M2>4znnH4Nax7*WmK-u^Nv
zwt0pi<-?5=OjpKQ#ng*S&pOv!2_kc58mx7Wcs%R#n^;ZU|HJ*m#*8{GkWUo~>hZV^
z@-N6YgSWWc)Gs~kJ|X;NT?7ps-kd3s=r5epSA*sJAHUEhzJ=U;1IC6MV+gPWKEmo;
z^)wmF&(*3|2B?0FK+npAv}<X8zESV`XV0_46<{@>)>sEJOq{xH#*?r@96Zhrj-V{B
z_q-0MZ@X7C8UK?yV)R(Y-I53tg3Ci13sD1jxA5u45-pwz#QYF^`jkmDKSVRn;X(@H
zxh^?5-dVv=Qk!$zYE>#=kIUvXU9>r){izCb{GBcmD6_`Pc-074oUm|kv^}QS?el=}
zJ^<EPbQ?;=EKTSN`0r%MS$B*7P7=}Pi?xn1?BTmP)EWQ{A*_Y%&g+CH5?7ue)~*T|
zVJ_`HD3kQUO$@uKmXuiiq4-t1PhZ<twf(JXwwxQ{ef40~cBzuP=sk!)6?-<wFN)sq
zp=+4zc^BtAP1J;na1;5uW<>v9hYnRDy>7`fWh4rYM%8w(W90)MsUOeMPOxXb&0l;E
zVdrbuh@pV3!&)!2E*r%F5ns%>5HQ`#@G;vTCt*PyzK0EP0LJ~Tk~Z^b5kl9s>rbD=
zp*UCb0V<kKf%aFA9?QVtn;Vr63-Zn3>7yGbGSAqyKlCS0$3$Bu0RFWfIrG5U2XK4Q
z_)a6e@8$)UMc+#ceNI=4y6-jU5Xv4S`*|vmeTsloYCodzgWJUCBR*{8XpOW|85&8B
z2Svp8^z^TGmU#BL`n%>?zkdUDq7|c6E+r+Nl)n=b+5&y&0Fr;q*vB7EpRCM2<rs$*
zK<e-{1CB|TNwOFov-;H2d!}h0w)23pk_GjFoR`dZpJeIV@(ysuonmZR(N}qcO*If(
zP`KDJM*qz#A!NTY0kXM76mlea9To2>rP#`~RnwTy*z(y=MLN$nH8vTl{}D*y@;i_u
z;2_z3b`UtN{4;9&UlU3Eg$rnGblM&QpWPdybNabA#$8(_^y)Wl)!)CK0NpI-rGghJ
zyoSAUBF|<-g`hq#L>_P0phBV*KUDRGgjm3O<q9OK9?buy1(8I@pH~d=3lR7LT-k3Y
zX<2sHDk6r!K)h{2aTx`mvx|+e8k3AEb1U<&W~{51=UjIfc+1R@Ke~3SYIcZ{I~~vQ
zy(^W7=gp%K5m?2a;`ZQu`1AJ-=tQDVXJ5QMQg7~4Z{aVat%C#-tXn_}ph^y{{t)@*
z)H8`7*158~BXVt(wZ}X}4%0}+*$J~%n&>+3zj1w!_!67HGcH2W_h{+mhr7up^Jw9H
zXiw!kUJyclUbuh#vcK}L|Bf~{P|A2VzwQwES>8ODYP`iEv-(M9*6Uy-sg;7AHnD}O
zRz=HUbw%?7s-Y(3?RF1^din2L1H9+B4{Gb9<<WtVY((DK4~Mf#X|r5;dj=vpPknvf
z!`7~+o6sC4Vn-t>P>V?n1+2uk^$;+3d(2&n=Px^(d>-48G4Wvo?~z~O_BQix(E6{s
zaul}t8&3*3K|o8G!df=qH6L!vwDUGQyGw!l?qWPqOhg7Va+CK96Zm^?Lz^8!jcn8X
zZ?UTak?AV?uXh1>OMhpdPDL%)r#?Eda;)x1JSz_SotCWC<?u4_|JW6_YCs_5mepx{
z9^OwDd~`61Yvn*UO}h5n=5D7%@UN=j&*1l8zt3%#;qR>Zgb(1u%`g7);aNwf70_x8
zg^8~$GVzJBl%E@n30DXrk!6xs71Ejxbtf|WR`5eKtE{4OhxYmG(S7`5^hRFn8qnQw
z^g>I^Yr;Q26d4O|M}j(TS4pwkgyepzU~!H&c`j@f-uESuI}On`<IEMfH2t%Tbi2y_
zo^*eY<9-gF;}U8YO9<V8K{=#aHU#33*$?Rw(0)#mUrOd7$t&17u+fb$I*NrTAcF;?
z95qj*4TMcgs8@%Dnv#xZr`2L(9;mRB=f1J)fBBt<r+jqf9R0*w6kMW13H;k{|DG<t
zUWj+O>PQ-^BE}>+pchqlws%F*50g?6vAvJBjciufjm5ru7T@#;YKu`4zX~(ctu*na
z1s635Yc!)S&J3E%dvo4n-3S+qY=@3Krp-KjVQenOXC6+wM^<)@1P3W{+yZL9;Qe2Z
z4aB#L>&omP6X!`sNlSztiHF2kV#3&x3@vn*jRMFTkZ=-XT<LU#ywEfCKp;0r?_t93
zmGVwt)%$VcL`2@$60|harokOX%YmbdnKrt<fos!ZffYAUvz$rOCt3KM{OA7~^<Te>
zR759sJ}H&_u=+=rcA*%FVg&hhQ8f~QWRoZIz{<$Mf@(iB6S>Y7jj2G5+$Ymf`LIof
zedcM@44Ii6=#DUJiG@K{e)xCQ=g{TKUM;lkY|wAw=Fjklzu)$$L@)l^hl$!}i|K(*
z)jD6ZyEkYF@24r4q~~2=7yB+;?P-&}KVoXJ;jw@uh}#V-itwTN3=OO&+1;sG*_gIy
zCx8E6A4r)sq5fS0T0r>RODV;@7Z(2EMWYX6`cC}fD<rAJuT^zPamRO38CWdRYS_=z
zgTjPSwY>NdzucilyKnbqxk;kRDcUOE=cUIuxV;NqeBf8P?Ef=>kxC(cY3w~(PqE$>
zvY_6`6D}8nqJ7e=vMvMU62E+8;PY<Gj*wb4ZUljRSN-`7(!DT-iC~@KmI+qB>sGh4
zUe>?<jSwav??vM|p$Sj=3+L95!FQ&TGosRV6Jb6J&u|d$i0P-tld@&@rh|qsza*KY
p*hO5%9amW#=$gTPe(+~E`c9H@WVG5K;EnwwCL|3l7I@|T{{SCs$6x>e
literal 0
HcmV?d00001
diff --git a/log/zPythonScripteTest/err_n_plots_multi/IterPlot__MultiFO_Vp__fwi_CGREGINNCanonic_iterate_m_allshots_5_9.png b/log/zPythonScripteTest/err_n_plots_multi/IterPlot__MultiFO_Vp__fwi_CGREGINNCanonic_iterate_m_allshots_5_9.png
new file mode 100644
index 0000000000000000000000000000000000000000..b0a8280a0534446fd63ff814b8e95f1103cbb9fe
GIT binary patch
literal 33561
zcmagGbwHHw)-H@90s>MZ9fEX93P=wiE!`m9Al)ERLrXVE_aNOM-5}lF4MX>NK!5w)
zdw=iw&L5(V40Av0UU^;DGT@W6D9Q`G7cej|C}JN$axgGYRe)c=5S{|B{Cby|1q1VK
zQ4A!Y;FPqN?3jc#c6px~?^-p)EeGmJf7SbxMk<6vR~NJ^MyH(-z!TT@9Y?B!0`EBJ
zT>v>n2cB?9K!dJ8CejOW^cXnd&(ugC=WGs=FK?~w=bTf@Tn*O;W(gg54<>H)9QQem
z21adDIa4n`bj+$cVsyTi!1058O%%Cd+p*6ol_DmDB}rNJ5c31!D3^qV^bcw>oQIrR
zcZTlHBN#LoqTK@Lg*j7>*bnqQYGvZHAiabA#o_gV;05fSi@U~!WeTMU66n}(#c*U2
zgV?nd-m8%OYsObF8Vn47VKYAh3=GNmXOd?yFlc5>Xuz|B*;Gp;_c80y;}yaNBr6=&
zYgCOHN|=rFRz>BOyw@X2j2Ulc$vMLtU^2)Ep)RkGK|a9e>!Lgt1b!=d4*LcM=BtXg
z*T4Vxw?ZTCY(Z7#A6FZNNJ+Dhd}7M!`vvs}kNLsiuOHBC&eKBa!lSR*QNajLU|`zt
zkpJ&LvD+oYWef?9)HSHkfnj```sV_M2xOYcSgcfzUT4zEPk#${YJ?1Vh*ukl^#AWb
zi3#Jin8Ny&P2~N3w&okCgx-bg+la>evk?m1CGBEeW$CqB&Se^v;d?5e{j7-1%xw!i
zeDwe2+5XdXVvg-@AKgjQJ4WqV&+g<u^9^g6*5%LL+#2iY$*`U}J%ym3`iDi;6iR-q
z>lN*Ue!t^DJ2kXjgZ7KM=>NYBS*;LadX%;r;M3KgOv7w9WNsUvY#ST>y!7>A@<$Ec
zeo@|tisu4-sPZ^Iq*}tD|K)CR{#ZCmg+eK^gMo`eKEQP7`Xlau=SjimS}bZkM4`y1
z$r7yK-8HfRpDNw=+hsQdaKyT37M-)J!V6&oC9_K&uK(|ALhR9%iXcXb5W2yPk&O>O
zoG#?wM;R1kBz`JgDMa#Q&JzswVRS+?_LzNUfVJnM+4WPsa+sMfAgGlDW`ylO3_(#Z
zngMuL`as!Wf6dB0j}Rye)`j=1OJQM8<2JIXsp$(Ax~6?Q^+qZO@6Wq6xQ92RX-g-(
zPtVK*gO!xcH7ajdJVVSUt1Xt&ZAfXTJ|;o;GQ4-SwSGM~|527=L3$*`%fY+b8>HhK
zHfT%GvH1)|x^*Y<P?}KUFRoa|Z+Hk6M~Fm;7`u@rgsDtQ`P+V5x2>+y`kTBqu`cti
z&s9<QbPnRdD=WX&ip`p}d8aY^`bB3B)~B;lieEa=S6^0d`Z<Kb{fzYHFY}a6{XlWu
znP}xvZKYi_G0uX!vlff(HZ^LZXR}*CLR^RR;AL$I-l+R*`X7l&^C5YzdROpT1%n9<
z<}+t=pwVKh^HQ=a_=Tp!$LO`r;iYoB^R3a^;XS{JRUCNlZvNf9hwR~^N%ke*rxi*i
zVvt_xuU$nKjMo)cn~a3Q9TdM!UtVspO0m;dxkbXQ=LMq9I;Xn&P<`P8ly9(J6g1ex
zbbu{CXs3GA9=om{BL%{gA(+pWvTiNry}KA`CoX!Eu44fElF;Ro!%_;**g@aL=3Kl4
zEp3(6R4q&7fZf(G#He^cPZX7Ne==>Z&Jo$BKqHb6!8SE%kjMV56=<M9on1S~WOCps
z?+NphzQ$6^YJmbg1WGC6w-MR<qN|kGB}jstUz`<S-9u6_)eSo;lO&i;w0^xxjG<d4
zM1<L6+w8cdrBPlpi4--0Z{f)HWLguA6c0qIP^9a1Ia<4%YRZx{9D*-6xZj`!*{xya
z5OAIRknC_-E#V;cSnXHnv99OU);_(w%D+5To<E(~kV$5RMi3{B=E=`|X78rI0&N3M
zr^b7GP53>!c6Uzwcw9YbP9dJhsC~SMJHYsGk=Og>)*Pst(P6*gB(Ul3*lS{2v>Bo~
zgGxATbhrpxXJ;9!sjE6}J2=R5{*8}8tDYhj<>(1f2#{h)NV#sy-vz}MzDeKEj@wvo
zxNtG($CYYi3(uFhht|T!GHQ#0iqx=@ujf`|65iK49x$B3@!r}U7ZlUGZSx(Bjb}UT
z&$^z<+<WZw-#gBh_^+40)8c=K_pe~%*(3idtAzw`48wI{dV1+ri+ZKoJI8rS&}g<)
zw-07d0u|?89<Bthngqze;P(D_)t;}~Nw-z@JNW8s&!c^9!DBnX43)E*13gPFKGD*7
zxoog<wUUkKF<icabAOOH_jGGN|2Ei^YaQ==lyw<nfId{!WUpWyi5cj6Hi|a1DeHZI
zwb7dxcfT{=u;PBM!D$D0@^n@4nO`E&VC~rIlgA9-s1IG0_0vHcGAm}xFOp(Y>MPyF
zZnBBww1660l<~OO)n0ZSBfVgC>4=C(Uzme>PGNH@LDcw;8?yFYQ;-ag$v>|u38~R$
z`-JNd_e!(gOjdUDB9gW9f|OdrEGQd1+$>D@4W+LLH`4>h<4pN_I^t2Ea>+4_W0oT+
zgOFD>_V~G1F7$_QBBcXll2_zaTKKw2?@EgNQe!N0Hk$C^&-S@=LDcAb^P0D3!C`m>
zd{%dqi5v$c=}WER*JpbW%>}I3<RrrRa=U~1quB#@vg>oqk$HQ0;YDXuGE$(V9<rS>
zurRXjH)~oAx_4~3*beQ_aV0T%#9hBka$hg$*8lc!OLh|w_kG%{Kc%x6h!`PmM^gz9
z;2*LyO8J$02|Pxe==R&AXZW3j*%n{=;@)I$Ej5cIvbXyaPRD}jdbLiPP0z91AB*m<
ziMNpfVv!<-_e$c1S}rC66nf}GnerlrLRHx&S6D*i-tdHRw|XPlgjzdSFb~xl20oH9
zq^ILcabqo0bPwxIPvsuAR)P#D+e9*jwMWW~H%XVv{)#zo>5Q<hVf@sq342@U=otp)
zmRrOK#ob72B_XWy@Tk$SxITeQ(%#$DCi|rkiiU;iXTN;65;DFD;L85$l#Wq!lWaFD
z0JWnBqWhT5c?fy55vs`x1)R~0UuUT<t9_!gcFEs^EW=?e(=eE981t8y^c&=KI>^3-
z6vMvUWHnv=!D*}PR$_Zl#}X?IWVOarq<L*c)tY3mNEqH|hG^&WTdVSom^Eja1nu}$
z1LoaLc$-+vg5Cy1;0fu2T@F6Q#N}yGtnk7gob9>RLmGI|c4uoeN62BHJQ`sjZpgdN
zafcri#H-TaaU1*Y{A{moA+aJDT<du7-evT2tW?p(s%^2Ec7>_XSr{xdBJAno8$(SJ
za-{Kur^K3z-?A_^U3qXNzeyjFCS21(-~#+*N<oSt4+7~|OG(Inr|Xng<#GMzeQ?0L
zqCdu+j9nPbIGoiO3#sPeSDIfg7gb@`G2S<AtdEan1sHdI_vW%QUMU)Bd<;K+fmnvU
zP+aaPaHZ7(kJ%Yin7DBMrw%@w)6j38^ZVoI23ND$sKV*WorQZ3?(6gO#$%K)%`-7(
z)^NE)7h&oXX5<_kYH|m=+EB)Kgf`5ri-IGdZ?q=yYKjhI1f)9->l71Ihx}!4yU4MP
zN*zO}jz)w`L0KWpv}8yh$EbSSW-5^wNpu9|OSaSqO;`dxQX@R6xvx9g$_epsT<-*(
z%p%#&c&vr5cS!k_=(JWQS|y)dtKT!?>#~bjSZq%;IiCb2y9R82_jV2A*1E6sAR&2(
zlOOAw887$8%2?1F?(gz(4?HA6?pJolTvij=Qt#0F-40e#Z<oC&=th8OxEdNeH^5}C
zFjcf0LD?|aYdVH`Y&}hpTjM@Bzd~1yNsjJLvQFTgc(&rYz}dJ9z5}s(-u09<9$$O%
z-3_eMYqQe*)LE&7Cvv+@I+$;?n=%3^eEMDwBpXz&Ty>Jf#pn9D@GvmHsdAFsPWXtO
z=yw?96%@Wet3sjEf&x0wvjy#wk-U4265YA|xv}%v^I@LzhS4(793cD8uv<)B2@4Td
zgc8o&ES+N$I;bqba0vWqMni^6^b%K^tewsd5GkW7EOuxTF*4k*$M0{h#~yNU1IJcJ
z&mNGOuZKF#c0`-?nXSj;J3kyv4jzAaf$`YSO4%NVY%I8~TynBUe2n9(zsM{b{IFhB
z72B6oQC@1(`B0p4B{nJ>Tpe*)47)f&dCJWu&IC>-SOidfn$19p1L^fu8f-MrQe6TP
zUS%R88;MGKJ4$Z%Phx1Z`-Llph?DBX;Hc6LtwZ5X1ChKnu(_xFpN)<qN<|YMy-+Xa
zHTZ^KJ~tT#(G{VJNdbvmpIHDM$1ZM87z(5x=2wO+5N-ea5K#T9chyLI<Q>nBB~+WE
z7{Wwx$a}_}Gv#|I%$O=`5tI=)O1;@%aI+{RgDzsKZQ2Ym*ZHUiUEAJ(ohyma#q~76
zp*z@5*-Ll|QkcwN@`MH=8BzMb<$NNwa`}n$!Hdw$f@{k5?PLpaNn3*V)=v@r!!29Z
zUrx^^#kLK~;4&vHSG}brd(p+gQ-4=$u8N+9Pl~_1+H;4Ge&ymWc<mCwI`>*a1y}gV
zWoV>r1FkGTHu`h`X(NX3R;3>OlZMolm2W+_oAA)@A~PR9R$&tp3O!U@7^lYs@~@dk
zHeV!BN96mfNZNV$E&d2)YJ!x$Y$U36TokJsw+b-<@<s}D_YabeWfHc^G5f{xeqMbD
z?6Fj=GR}^zUyG`wDBZD)bhXBKH~fcfAnmcTx)SSIu?wEp$>eJV9GUX*!(Kd{p+q)k
zs-5h~j#YOz&bvod2Mq^nN=1Q0uKK2fL^p>P3ys$^IrF)DzpOin&irQ>Osn;KW0E5W
zt7}T2zP{a#3yngTSdvvh+voJ7lHGpq6tzFKsnnyp#di$}JErOCs)cXPS`0`v36Ms^
z{%lX)LoW1NryhOI7wdwT+aY%}x+H+T7ri`rE;?>5X=f_w<88+BM2X!$GRLcw=iXR3
zHvKdm^P9Ol98JA*62r6~+3J(3;tdzi>I^1w+s+K{VNT|%Nai^X)4rulA)G$B4LZ=!
zEIIlugsQ7uq}31(?g-;vj!9%VEEj&9SgNy3XCRa*NdlmzrqgTDP@Fi;_eX6@x7Wm9
zhEVT580`n5@@nw7shH@E5xY2D<tyS(SD4w)F%FvO(r2sQgQHP>fO1h$tE(p_HnbHf
zT2@?&zVvHY3njnqsV**XiI%D*%g2%(+Y?o;w^VUicKm~-rFT<LL&k4ck41@GgTNkl
zWh`}e;~xYpf;&^462TOyT=`P?DWvbY(PCoG4yP#|!_zXaNGb%6bMtrFP03qy`@P{5
zFt2u#qG}0*!Tq>sgc*0I4Y8FX>C?K^9&nosPM(USIvyLlE0fA>Z1y`7R^;i!Pk0*G
z3kVPzu2;m4aFkWxegv(UIAM{4zS6=ae?ZE`4^JFx^8^J}Pk(_ZZ}<BcOTGSWM<(9w
zkrAK53NsRTJ3%3W@l_;BV|DKIN!>^FDBK)N_=s%?79t)GGNv?@nK_QSVxt$h)-G?5
z`M`Mf;NIzSM25q0Yu0j`&FEr(9Oz))q#v#HynO$I>^fh!pQ5)^y^4W%@$1V0#hv2!
zkF%ML!F1$-l7a$I(mZC-p)>6g;~!2>BuTjre?gR`Y8-F<EQE#OZm;b5OqRj&GPouQ
z5D!Ajd1!m06+K0|ZIfgD4g0l5x%R?-*#@2G{-raP8BIaHLxt6XY1g7RMY7GwJ3W8)
zA?C-#?xAwMwJxLN(P+Oj;C#$``NbLzUDIK!8)(gc1p=+G<?U@`i~*)>B@X)7=qSBb
zz2VU^+enV*msYERo$(@`EvM}*N5BEWOIbk6PT!=d*%<!NcA0N8-YGWy%r~9rJLgTg
zobRNRB6xS2z_MDd`}(mzz4^I#8|`?zR&(Xq8H#IjSF>VJ0))b}AIc0kSGjlqThnRz
z`y2OKdy6I@NY1e#E+-3Co`*W^zSs+wZF+nMlO<A^JJV%3>zCN;=tDIN_&Ic+?lAzr
zO96&e%QmoAyD;3^8vaI~=22TDi<YO}Q0ZDK&(+~*#Im3&M?zQ*5TKxBA%7yfAz#WA
z=c`FzC=><(CTlu@HYr)mjQ#A}*eS^7VT%MyCo%1oh-Q0SuV!4G?#<WQAL;m?He93!
zgz?%*6{jROUFZ&`;v?sZr?`3yG`d&ZUO5o+n0_ziR~(ZjO>o=Jg(tq~Zo~9<+#jv9
z-&qEnUs=n#2loC#EJxa6qPV#B{!Tf{-aSi4F7A7`A5V}0Xr7$IyF7yuQRuB^gh`x=
zI5tPwtvU08)H+3@kMdDP39`p4x4bv}@)u~mAoc*uls0CK;Pp9gDGE)w!gkec(7i&4
zV)u7aI%7P?n&Atz_HVQ8%$MB`t2I6TL9`yOt$K<x4$&_+o$uY{)hcLu*lmvKW$Lf4
z(zP16?ytl1+VhRgm(s`NJ=}=V=WZuxMUZ0|N$@~X;sygBHpYw89q+bl4^n_hKUz~N
ziy5e?+`1Pq-V5m{q%KAsq7(O5IwPz^Zi_ko1bwN6kLBY#ZEMf-+57VXi9jS}WplUn
zrm|8b`Mi_hc!_|`2x2#R&KDR%;bh`rA8bg_4SbozvzsoPfqDxx>#oCXOCizJR38aA
z(-nfhX*2I%wE81&>8YNbaPUPfJZ4KY7#>%<t9i#T%7>vZQ4_jlq@G`37GS*jomWbs
zFHoCiT!CF_@yLV)yqQ!MMoV>AY=+BRjfx%}YxP}Q=P}_1ZYR`kCvZueCfLSggc5uN
zMJGCB%9)T(*X8(ukz2nP-?C*Y4-SCJjT|eWGd0Ibg{tzZavDxoCVEkDa(O4&QrzrT
z^FwwUuIJl=Aa2L~$bWvYSfmvm-%>3Q$gD~~G_S`&`ZEsp_JrsaW)n2m2Un+xQml!$
zmG1uIJyxl4?A~AsDZHu5qN_FkJ?^t4kMW|MWM{Jxy`|d0Dl}R6F}1@hpgw?NX^W{X
z_ZfaSIF9SzZ%&ojI$!#+nbG*8;{TwF@4x?@uP9sRPz2tcZ>WoUg{?F(O0Qi4v0B&<
zskra%IR(9CqXU)Oj9vK#^+=7}3~(+O7rLBV5^_13)>&NdtJ=n-0wK{6NUvTQ3Vx2l
z^~qz*96e2n;@YPaul4X|$Z>AmvoLr?i2XXwZ$(HyAnbLdJKfA@;(2T3>m)}-H>i+p
z(FFdq`@F_aOi5~7wl32PlS=mi2q6a!VrQo!*2od!w-0k|>1~_g{%AwTjD2PJoN~qW
zSG?#UL~QS`t#ovt7ghu!Ak+^RBKA_rr9CaeYrybefztsD*<j=|=bHe>$7!4+x#lpD
zGK3_(^X_&ag=c%Cz)JG|^IHCCwh0ink{&bAFaj8u-Of0XW6#Fr;E~Q(SXhOS-1?(+
zN;&Gg^xl<``S_;K2G-U~2C*Im9!q2L(tE$tqzu;1W-L9`LVb657hJB1?}R|W92X@r
zpUA%Fw6jM(3eHgzYV=$Rn5(T=sCVv^s*;Q}Q?1=C<6AhTLr?acufDs*s-b?we7^{v
z?-Lf+oe_|_09X?cQwKM2wCB5dce)$%Kwe9@3WDEn+z=+Mg+i@}C+p1IqhAtE-$1dA
zaQ)uh_M<XZAKo|I^jw>bTjoO`nvJ@18DS0fOTvzplhsA8=b_4)oMMpu?wt7wx`IM;
zex<{yXBN}17A|Iv0mR0rU&~=0&eQF*;^9GR9j*G8+s%MaYwv|z%wTh$zr^{y;*Xu0
zSvYUbINIBZFztg(V+Z^x*0uupN<O`j1@(1N5`Oiwy99Llv8YC?WP&%bXK;jXD#Xxf
zJJ)>@E7>Rwc`uE!eaP`hg*g~|+tw4lshZjha;1cK7g@s7OZIIlYhF9IX&bw!d<P}b
zb^i+${eqj>(VpXt(ZM{PQX!BKiDlwHY(-twA8T9PEt8vB*4=K|r_wUBh7dcp4d$dw
zrMWA$LQml;TpdqWSu7zC$n6TT$L~yovk5b5#)U6Hho!7!8S5*}ZGQq>A3Zg-9Q%_J
zWT5dt1t2=}i=R&z8*c7`<B63mXDf?qD_yHX$-;P7za4iv?u-klW&uM?7!UI)-+l7w
zysHG?wR!KnJKNq&6%ljwVD|zS^Z^+tgznnf0vYA{WQ*OQ4=t7u|NYO2kr5Bh+oJa3
zhRQE<8|qaSGjnM|JFPGGT&GuuL<yb0U}B-8lalI_keW{-f_w@QNL#WI$VhL7?6+fI
zK)dIv_7v$~lA)X6Jhut&7L8-%iJtt-=~pr`@R}@(J+?UgD}!<|PM9hqM!J+bfhO^}
zhEjWf^lq;W6LR@f8qYxpleA!s1Q|E$m36}DJBrJ%sW(ujEtiz#!A+_+`{vMze9_f#
zdq;r^98w!y|I)!D<5vLE8??k=Lf-|KD*}|iHoS+115F15L0J&K4(EZhkQMQ<PIxjd
zt`}uc{w3P$qPcmMMVCTb9A7f$7X_NE-)I>4)Kr+Zhgs)qd_?vk`RpO&`3B1BnpT=U
zh}PJHL%Pbz(J`olAT5!1w-XlrFHK<k@G+XfpjV_VuV4Os?E#4e#TxgaSAIc52XH$u
z+Z33|t|DxdU%Y`dvO)EYJ&hwDC9yc?0g<^HVIK9W5%3j1jLJbnp;5!qE>lfyH*EGM
z4&u8)N^8dI|MIv0#~HXw8)syXFr82))W^{mU|mFkDFVF%RE@zk*$#MwF3Q8lgBjw;
z`e6Sc?FomZg8juf*j#eS!*X=t-R3C1)zY!L>IqMn`;Fe`v-gV!I7*s{(1b&Ui$X_z
zaj7qR*6{h|wm$s8a;vqz7>z-EyJ7~jwSMf4@2FiI0zR3plwGXp&;53eko+uNZG--w
zll<X-(0Tzg+j*%_{BuImSLlIL9{caIg#%w=*chfzi?1?1@pYp}qb50`5&Dva{W*cK
zA=p<;bGF*Egj@}kea&S>h=ePaB=a4E@oN)FlCFX{Tr|9^`f=Qu<J-41pmX1=+xM7^
zWTg)`3eyFT9{4~@Ffob7!T&Y%!-JF5F8W@5_{&rwGLq_lOTW3vU0SJav6ISa7^Pf~
zu0Ap`OZaR)!-`)Z<wroS-^p4>72H?ATe|DF61(n~glbThxkQdl*;Jo!qrr#=-+802
zaQ0*!A-S4Ug6H7fV=t?Vvi|s4pa17Z9?rn;696fb?0xdb=S(WWpUhPAFsu<7rPN0}
zC5&5dsD46!WXo?#CmQMU@36giO8F`z7vE^;L(=3l>x5;#F`>8SXKveKybh0*`WIul
zFZs^x&iMYr*?!>l|GnTpPOkaz{7_c3tDjAB)Ci!f{+m80|1|ZZH2Fovwn|rJv}d|F
z9WNo=Tb+0L%{qyxjM$J{dq?U+kC=Q0{$Lc6kB{fJYbMYk`b7Y^E-;cluzaMFPnX0u
zKV!o_IPf34K0K>FykKR9cWka0c^WEV9?}Tg6oqz#b!9jcbG;w2Vj|=#epA8ivm)tX
zyAoJUDv33*T(Q%_enEogX{x{BmVUf`e)+}V*ll5O63!fvMS(1h$=`9&LxPGA>F+6A
zeVkz)g6d!XOtFs83jdcvdpK7*5^2ka9|Q<%9)p@X?dpfo!K^SoYLey&qbu*SlJFH1
zl{n*b>gz&Ndfg$4PFIJ+cJjVO%J$60GJ?+1cmtkK(P%_{`B~GSOwRbh*1guqT<V{E
zIkV&wj-hz*G>;C8t$e)$dV`)|%cC=^c`Sr;YiH{^)YT6A<T0$VK|ao(n{GoMa`3Y!
ze<ChB;0w9k&!C62lkl5VkiFqxu1ZoI-;G>g4Rg^=T%!k#jyh&Y4C|G8C%g8*y?^+w
za$>%+c+9GKQ-+?LR0h`zUW}(KO|--i^BR|*vMk+3EfE20qLafP+FT;~e99ytn~W&`
z;dCU|AfiXyo@D$X2ET3sA$bh*$4e-*(bKeke{3w*2^HBcRC23eXAvVEk>t3k`ju-4
zhk>Xwp`Vp}{~{}E{z<QB=>mzz^Q)mc7Y75|a3a-ZDl)ZCiofehosU18WulM!7^)}q
zQh(tSDfsc4GH#pdeM~0(t$Q%}`dpZ?D!LA9Rl6v=17L|Ca9*5`$%menG??ly&-a*t
zH5ch3;S;P$MhP^rx0;<oOCs8&_tYG7YT0fkUWXAzh!AS)j&pHQM5c;4(iSa5vv=y?
zgsKKsI4O-7ud&dq1)Vi}4`fKI)QR<nBFzOl#JVVrRA+GZ4W8+BvU$A9EJ(HB4&|*A
zjQ;8BTTE7PY^LyAx8vvSxt$H%pUdgu4Tt}8H-Dq$-@@k)VJyYMi+B1)Xc&3snwfAa
zB3SWP3{wud@RfF+ls$U{S_2bu@|GItt(#?Scv(fF$zg?08d<csAU2V?%}6=K{LNyE
z3}kI_-Oh&SeNh@-9)ldcr17+yjr8D#%I*l$<)qsnH|`(*g?%X9AZ)M!^zU6g|Kn3C
zg=<g#+;2!Pn2C{3EG}Wd71Ea3Ob_4xY{FJ;K%qfSol4k@eUOwk;&xjuB!4w<KFeF{
zR)XB??KM^)T_tKow|T(FNp_ckHT+QAJft)1{v6bEHD#cA?zk4~f=gXm6f8=J6=Dn(
z)L%!aNZ+}|`45KzQIMK<|4rwA0#N`j`@^CQNpM$Yu4HiDmdZCL49%i;HU1ivsS)HM
z8497UuxCO&<mElSB+p*ajIdSCyO}oz=@GU$6QOfA@E=;A+#-|`C}uiqkr*?&VTIB_
zSses|IC0Z&oY=o62R}x##BPJg@sn?sfCrWQHO2eh)xW0rTh5%qm{3_4_$MWm6eX!}
zzKbX<&kY1(cTIijCoWVyAm!(P*gNw_*Kpur@Djr_;8@j@9BzA4xiaK~M}*YB${STI
z)1qVlFv(1`d`nP~kEC9D+g?5x_MU}#qv+)y4@E;?f717-PX9@BB&7dT(7!GNe23Rt
zMA;bek6Rxw<Y-=_Am-xRr;n#7)V=2Gh_kt0g<P65kf+Ui$}PO3SVZpDDqZ^>aU<dV
z38R#@p=&myC<6Vm+?$^W`(V9ccQHZdq>LQBtKt_b<{uX|e2S@(=B)|%#=pXuy5*k&
zCMNfhU2l5Jy<wcJl+S0i*k2MNRVyoGe6FGpTzydqYO|w%)xuocdl_+(!Z#I-Fkn{3
z(6b>y)9$i-nQ&^K8s%p?y*k-~hxSJ2qCDyv9kBHx(!=BO+X;aFt8T{0#$Q|g;|4dv
zK3DpQ`a2+1ms16WMGVm)Yl*IIjA;v<!~=2i&0W8+xit~!hEQ>?%y|A#ctX0kg5<>0
zqnGBdy;(VUCUVA5?)*!|nRZolXPDm=uj}VlO#dX8TZ(5g#lI`yYQAuh@}6s(B@msn
zFX~b#JW_aQt#oI!U7VX|4(O=08{Q@NM7`YQbU685Hps<31V$Z*q1Tq=U0Lr?W2BR8
zygnoB!J^ktxC7{SrD&_d{OKux;coW6x><muwA-6*3}|G~DDP2S<F~;2fCu*gJ5EoJ
zR!s0cfcjVD0A9(cp>nsqgLH4#Nv>I29;w))Y;{r_BiT{Ahbq$qj3uWMzz0^DU)CyX
zYhN6vCOZ$ep@%3qiz^xo4SG7Pi(&e6R5CoI5H!tnbabwZ32&=D01ma7iJ(@N;=0-t
zis)`j7hdzMyKYx3V4pqn&$&D4l+ceJE8xHwy08|VwHbk9n1C*}j%a(V-2%jV5JS?J
z8;+MdlO=lz6^TSHtNoY9e3x?;G60^z`I#S8b`3=_dh2+j_~y@RZwmCA9||^1m4e00
zDF6k5H_xlI-fu;P&(+y)&gSg_z|8&SfJ9_>TT%@z@5Psj!srkL_?R<he6Q#Qm73cn
z(fPOO>Q;@5_YCjTWKu0HW?~4eoto<I?6v?}3&1cmJ>413X-*%+DqlAvm_iKiS$78m
zu~Lngm6{so!U*2|T!I3~V{gxu5mHxC*Gr$QtnIIo(4)>&wHQUNADxr$geH{%yo(f_
zUh^#8Ky`q|jJ}tK@VC68!BgO+%235T_(wLZYIHnXB!s}O<%0QAae`qlVDtD?eF~b8
zP<y&lg(183HHBfK)KH2X{d9Lq)nlyAG1fd0pTp8oX$l15adoiK&PsV3P8e7~i7DD`
zt-|QC3VjpP9}Q;iC+);+B0?@{b8whP<Dsl<izW)$6T;@xos=Gsxzj&z5zae`<dPFf
z(a#F+7AW#Jk)Hzxp4w;&T=-Q%uZ9_@*&R(1`zPTB;GplJ<Y{qCJC3FG2f}8dUs@0i
z09aJsqaxo87TtcU<uo1uBk6lB=V~v$!g6snnVfV?RH(y~=I7={X}e!-t?v?BOvkXA
zXPQ-=g($oOX!%}cMYX&RZv00exrTYK+mV)rMrs6yZy(`I5n%QJ3mXlp-pwA{(vB-A
zDejprG>(05cK-`=_Kb((z5C7DkAh#tb3L0hB7-mAG+Vg`uv5w4tMh}QH1{2Xg3(8A
zH(lbHV#aA9AOxVKov@m#wVkh*;nmO(0L5y$*xY--|I{t$1zd92AXVzN9rhFnfK>b4
zthV~jV^UawF~DrVcqBVhC))evwgW&P0Elhhz2nCHc;S@Yuozjb<Ic~sk$zO35AH`1
zY}qDS?qhE&UlS{CKdMZAp#u21{e*T(!M)>d+?$P5Zmrh^o&jGzn+zTg;`8aY{aQ}{
z28E*7u0x!byK#$~j+#r?c8J_BjL6%4QOq=NGsOG^WO&(*<L~=D);-I1VjcIU?<OWZ
z4*=#bh88MIj?~8d5P^~-#%D5m?%Z~p0uT6Vd`=k8#iAC7)pY<W!FX>r#?EV?u2>QI
zfWL1y!+UT6EI=}Mg~eQLb)osMXl1u+FVCB5`JBp~3FSG@d)h)JVd1q1a<esYKoh}Z
zv=80hR=bQ2qfvdJip+QGl0LsS3jr%7yIb#DMslN0wZ*Db>IL*9QGX5B+BwwUq-(=4
z6o2*kTJ-%e+;VTbgUQFT{TfOgB`O3~#iyL5f+%lBa<>Q6IsB>5h2n{QLs3hDTbP2`
zT9EY3tu?u$UqHLmYLS}WmdH=3Znz-X31`x(Pak>in*;_#iHBrQFte~tU8_A^uWrFs
z3?iI?E-eQx%pa<ZRcZnvr+LqXD1g=3ZW4b4Fj)ZhxLF1#5j-D%G<4eJ(Z(9`0NTER
zKOgWYaci$7mZ~YP&4vJ=I$!lgrqIj%xf<J<!EuXZ9@i<ouqI9QM6TsS563xYRcmXV
z+m|P@Sww&8rev$}Sy-aSOIrLd_Y1`g)C><)O#J<T>4l<zz;YKlY&+Ej`AR6CTi18q
z7y}tkTWbd~n&`%}TK{~rZGfn`8S>9bVQMS{WGdw3!T`p8>m4NHa<Y^MfIN(s#(N9+
z&%$~0-#e5h(mw-|Ttc={nDoN+{t@Wp2FaF3k>D@L*>!ilZ5EWD?_j?>xn65FC`NI4
z{FN8p;r1x18~E0s<FnnoBh9QgkIJT6*6U|Ft(+}?0MTC46O(&c(U))2d!)GK@>l`o
z%9d23gZX@Y#+JqITmcLE-fRuy^+BfuA9*@@t3-TMdCE#CPcYcjbbA~!w^|pdN69hA
z2ON&1H?x}~B=yT20P^6`{)V`lk(OH2)z*fBD-R}ZuT-m&9M<Wj!XBV1aS$Pw+hxSU
zcz*IpG-0p{{hk_tmgYBRHqoH`i5V=_!Lq{p_z3fu0N@@=Go;5O62XT3s`H?--k2h?
zbOG;1g&uuvSM91$^@_1F+l_h6x-)dyoKOolWs|NuRx~{Q64awGBXj0*V&agWPh*ll
z6O*<cy~DiG!?}qhMwUO8RY2E7`LR)X@qQxjJ+7VldP88ocI8S2JzDV9M7t~kET8|d
zweF05DJnJZOE-<LUZ3&Uufg<@qRnW;2a_=?WX2Aidw$t78KOjj52CL@%hfiIwXyR6
z<CEOxQ;A0B;c(E&WYfZYS&o{sY}312Z$L$sn9XV35_|bn6q%7c9hJAR>!qf-C;Al2
z{4E$97=#3m%KKXwi!>de@oyBPd7(46CP3MN`5l~OeHE9U{%s5^nq&S3MANQ)<>EHY
zeT-d5$G}j(J8U(^cys4V>98}dbG%N-F$V?NOA!{70`$CR;|?b&*L}V9?X{<gnC-HU
zj{CL4{c;dbQ`7C1T|%+JTrIt49e_`A9n7u-1-{TwcJ=}fa64+aNBix{9H5&nh?V-<
z=bu@WefO|R7?^m5BGj1PHc$78ulT8R+3!wQpJ`*VV8>|<-}g0*s+*+G?2d@i&ZwSY
zJT>hels(ibv3SoYb}9E`nMY6*_j3G4WjOyl87qoM`%$br)~41AJNfqU!Zr6}NzKGG
z+o)Uf+l7bx7sA0O4H6}oKS)22A>hiC;nD+;e1MCJ2M8R>bTbc|t0^PGnV(k=bO-xs
z>KL2-gXC!yo)QI+)on;y^!9QL0GhvPc^3L!Jf<I=LZ~;HKNffJFSY}Ff;^p+X`*>I
ze^>$%fW!wST8%`V{Z3_HO4-d&=RBaMLLstS<U45M3TNU`y0j+Mp-ExVAsKb-<HkW~
z@bdaii-Umw)r-j-@1+muWL-VTs%eGK^&EPRrdGvp2LxQCG%mF|)gR<iQHiFMB-vp*
zw;(4;O-`;Y<{_ww_b&#gi*2M>^#Q%v{cZwFX<3+7e$u5P7P3!0pvX{ygVkw;!$C-d
zeDnH_e#2i)WgP?Q|Bb728%96X=zcE2*u<x|-WiQwwO0Vyn=e}F%0R7Iyg8bywKpyd
zx8q{DEkf0HwRm6@EN3d~g#5<=vD0~ZcSa~zsVvfOJFep<qm4!uz3yolj)~FHQ=VK`
z6O%ANwfWAW@AH8op5abAe;3kc5`9G`G<Lx8e{Rv>AmCc#A_R2BzVGTBO9Rjg72$=D
zAEh!*j)|iSpEAo*3Gi%%r+u!zytaR`@Y=zGmVuMlRWhOuDK|YZEaUt26fsPGa1SRc
zr46bmyR8+8n*7}e&DWc5UUNOHc*wB;$wuZziYO_H{GGHZF+TpUJ1<iJ&g3r?;C&pa
z!@&sZT>mjrOM+;ZFqgc3U(YtaGNRG{IzaLsZ7g?GgUTh{LP)z!wIfWjwV%PB9V0kV
znKxz6IGT|GggebzwkpU@lE0cV$ARX}W1%%gGM+wRLR)HtKj3+~RWVfpsi=0<AO2p`
zMW~qBlH_B`8g<NGsz$@(W`)q6I?Fo8(=)b5?x+)`)q}tEpwre3>#eUQ!A7(HH-zZz
z4?Gm&hw|_*_~v1LdmCUroL7lMWB+~s(`5<#NWd&u1u7|#)&-@LjePdGEsIIQuG}P0
zN?!6ii#oN5NdDYw>}!8wYGD_-qH^ZU9d_lTIHaAA#38j)DjRo4Y509}hU3If2zEZD
zaF+B|PR?cl6BbcUvz-rP*QHi?Rbg-Qimuh>An}1=k)=zz3CI)-fHR=yxgy8E?yh%$
z^THs&{3&ApAMEg9`15!!sEjCG6O#7o)mBW`Q)ag{G2OY3{HkS7RPL!WbBOxM=!Km<
z&R7Bp1vRo|a)<_CVH!L?YcZ>G1O@4lTyDaOwG>(il)SF&{9u%;ycX)1Uy3!5-hcXv
z#^-duvm;IG-AR?ZvTKGjbl+6qK@2hkhyI`7Te`&419U&sKZuS9I=VPO5lv+~5RHWp
ze0BDt_JHrMc%T0k#5Id-txZ0|V0W`aij@008eTnp>#3hS=!f`Tulg&9x!VY`@0-^n
z#3o~`48QZ4G@Mr2kvuds^!LXobk4l+FM}Hc9oXoODmqq}&}PZk#}-?}hJ2U9IJPO4
zD%ZEcEw9q9AjUf%kWR5Z&?qZYMVz9Y7SaIgwGsW9AiXAx{|ko#{|lei5cZLj!HN;X
zxLzW|5{-$n=Zt;3y8et&t;~XY;G{&zZeNKjAhl1huxlS*ghnkuYXs*TrXq=8&kY)w
zl_NrBS?zO*DbxmOWnWf*e<(&wT^Qw_&8J1fSK4k5_O?OLh4%T+>Di$LNeyS(=Mjz^
zUvwd6fcy&0^${2!g0lsH#6PghBb=Eo0a`~;Xa5sO3HmH~b_&MP+-hSnRNtB8YRTo=
zGlyza**PxD&52a}b#imteO1$uT7J_$*NevWz!>E(*SjhkZJ$3Z=`3dvdqJxvugqVG
z8!+Q5ShI)g9G4kQCGlZr`G*fvDz-1Dpf?>hQOo5J__>WY#_%l3!}tlTTKqW}`3rQN
zp#KCk6*8Pjv|-bt-r(?-YHTl0NUG6ANPN(XducBz_#y9OoCa^?(l@-N6GO8~VS^{_
z7{@(xYwnfWb%R0?xvLDpathX#5@?*V?k2?LGOG1Cq7D@tc0JhiYHT5n$iC&xw(|!}
zpEP;7-1ONU+V7ZtPvK&}G`;p`{DJX5G4Ob{f58u&|AHU>x+h>v5;1+(XnHZ);!k$k
z^QfN5L*evd>h0zMCR}!zh|5Ig*>8Na)oLjGqr=7Q=GNdW^7}s{kF83tPfK8nj{E1u
zB@baCwB+{D^7>@Inagx4lXbQkp?e_{u%vmswGxO#$y16-T#E2H?n$0{V!OOl)9}Zn
zalmZ+wq6fHel$%CCuTg}|Hy;sBr%A5aB3`oLVU_RbK`bjw0db}Gq7eScq)IX$+v@7
z>BsL?35QX_$-{+A+1?j#eN;M_2zp+QTr%ddr*cYAzu3&#haGBRGVnitooOtbM)CzB
zj5nw17G_-{De~&mWc%8#kRe=}_-8A7>U!9A3@u-LXdd1Wq}}zb`Suxy3xR{cm}-&A
zlXx&|RAS8?RhI=KnXop|r!$(;nPvM1(hNEnU~c{j#Kh;&$HkVv)_iUDU#|HIaLo@r
zUY|_8kT)higxaOy*@quTVuddYy+P97vN+eTW!3x&ju6qrY<Np5VV=A-ON@Jv&+hws
zw1%G9GtbUNkJrN4rC;fd>&VtetV>M;?c|<res(|mF-7K?r0Co$^Q^|<`)y2YR~d{Q
zA(z@zlJ+GGhY7ja(x=@5$+k2r2$94gxu_<NFqIa6Ft7)xzkG3l5x9Y`fBXIaTdL$3
zNLOp+S0s}r4`a=Z3VBb+9Z8|=(^H{RDO4Pn3d&#@Pe*Ty_<k`Zc#*k~Woc*48xdZb
zLXHITB311ykuLG1Q`fo)WwyD$cpo**qH2J+!zodw5)?$&7L!H&<D)_0Ucl^YiwK=Y
z5JBwidU(Vgm5<klFI@4~AUR?r^RY^ViP=x%yBfvBnvgq{2mSQd&8K6=MBw#eRN(X^
zGJg^B|M6)=3Q{{thc7=k#v+=$U)jJIDo|jqLdg+xZUoLgeD5~piw~@r`>aM<@<Lvc
zY^N@5Ortt}Z{l8e4UU;T(GXj-x$bqx*?zfxq+#X4_XzS021P=+hAxQ{p`DX;A-t8R
znpfImyr^2GtFV=?<KwD+73xSJLp?N{Fw;PW(>$*OI0a`ShH)Cql7k$uXmt-qn4{*r
z{_a&hz&Rl7J^+z?2+e;LQAD8Pd%HgZgrN7NQQM%zoyO|s=qQpc8-&Cc^tjr~LZP{P
zenC&Ugy<59xr3Y-v>E#COC(O&&0o|p&Z+sJstVe%InDMJUi>uEO=KKPjFCo&B}U9m
z=Ra(6asTM--X(7FMt~#9C@Qh7Uf{ib4gY~|u60plwtJ1lZ`fZStGhZO-J1}qmAP*N
zgj%);NT)2o@z7{V2_BHd-2f11a`@4?|4AX~J#f#TK4Q9GRWKz%RH?cW3lhrx@9!{m
z-<0@V!qW^NZnJ;lLd#F-;=aYw%#AbGYOj-%E_PhQd9k1{qx#Etj+Fb0rCba2spWY3
zjK3EGbpwRe5k0Rqcy6@G@{2Y7;lOq7vSvz7?eYi8#+M*bycfG4<K<q`8%*L^<bRo3
zW0vLc>%Q!ykWW3I>A%dF*k2bQ%m1e${9!9Rpz$za|ABf3v=Hb7QF5c1ZeYO1g`CW0
zdsu2a2r>$xF~3fZjQ`a6ETVT}(7eg^7z^89cZV<w!}8fH-b{iTWkj-}U}8!ZlZ#h^
zoe8uBq0(_A_5{;D-CnuB+Gtv)_+pM1Yqy+WL<6gS*nG0(y|g21>fwH_x=%2gv}tb(
zC{}MC3Cnb(d4Rr+BLfB>G_(KV<^F@~(Ou+eITWiM**j$Q(^Ad=?^n!g%9WDShnAb6
zGf5>F9Hu@kMQ32`4{L~Yd?ofNx!ZN^GztxmJq0x359;;brGND%PD8?WvN9ZLqtb9V
z`^A$S5i*(r<Kumrx8t%6ZYR~&izBo%_IW>rdT^3xD^uy}FoafqZM1aJBeyX<gcMg?
z92s(|@!b{h7Z~WXKPdJ?qxT=SYzC-2k|{7juF1(-d$X<1O)l0cwa*v7W7qHzIfQs~
zqvcN$OT|>NtKuX%%&{|w_VMHGL$A11(#Y8C;U^+WIW(75eUs>(ovRhiG9Y7%`rfDS
z`Z=opNaGy8s;_&_7qYgc<Ba{q<#a9@Pu5XTz)Hbrx{Ta+owxF>0QH8NCIOsbH1(jH
z{5-AQQ&(q<^&}!rMjS|`ukvt`&*d<9TT>4G5e9!a=RcI=qjIq1c^IG}_(LNv4(rkz
zmHU|nGBZ4TO3?UPzDt0v=(ULCf%^Q4p~L>PP1f*CuzNB0^_+^L7%Zos5^v<;JH90m
zyw)BS2E(ojnv@T?6<eQ@wg)`1j3W0H93y3?s3j5J_CoAFA;DrleStzAkSt*5eejN<
zv1~Owx+m5r`|CFi6uRSYMZaIX^Rc5s)`@zNe4h9ZKZ<nvufzVedm8V5*&QHq4~<GF
zhH5j!G?NrC)~6BW-?U2}GfP{jbS#VK1QY%WgO#Wfl}b+P8#lT*adXbq_i_uvEevK7
zlcSPy7BLvIRp0EdmK<#_*-%_%aDWIGGh=C@w0cXGysjy+X_(e%>_4WXJg=|oKl>3z
zs8O^ipDw?huSA2X4Ie(weosZ7p+V8Z(cfP3QjB!R9)z@<4P;`Hx39$ZGMXhA8J+%!
zlC%F^luUuKoof8Bada7+h;Nqvlj(AQ#`AkGhxzOouvxb;s9j@n9O`~;T4!gX3;@fB
zE4_dmc6>6B{m(ZjDEhG}`5r##K)zC%n#oVxZHHeXDUC6zR{wNcYJomL_&MARTf<q&
zg>sE9850#B&Ms!|-4;(3ws&$|qN8VkCA20Ev#FI4!&$plXF%tutms^HM6=OLqxztA
z;<pR<QP$T)l)~%ToL^}nk*&eDwV8n`Mu8dhI{JQZA6vO-`pXP)%GC%lW4NMH@%%^7
zN++RpuM{?`%Is#wP$!Y+_58IK#RH5q$h#Bw#{2peHa0|~LT77OhS>FH4*)^=YOfkS
zXF0L}jpzUkqr2kTWO06>cI`<S@aBSgx7IL7<2muU=G;$lo=*?^U|%Evz)$7_XC&Ce
zbH^7Ly{8(~{Rfh#r9W6-q#o3>#!L3a*DZUaD)*{QfdR;su?(G{Ab0w7QD`J!GaX5$
z{<>J%ZKb-k*1=+-(xMyCC^mU6`M}>_MmD<FSpj13Fvq(I)wPh~e2u9eJ--gL-!C<L
z-YF=VAUuQ#n88nn?K(%tQ^~EAH?jnfk9w?vy-;FfUv8=@ji-W@3NJJ)g&j!f==YWk
zBZ*z~U8JPue!p>NXjn~z&OCt0fY6pa9oVBAFWyNLozKn7!{=K4A;Ea5M5Z`E2K)n`
zYKd+#9ol@xP(98j=Nj1WQ;7K556Lmw!(9{V)BcoH!_7ibA;APO=KJnorqAYXjWyP<
zE<IJBs0!8z*}=^cJds!K3PH@@sHjFGHjPw3DmRJOEdL>sUeI5c$PJ|#moux-k<i!G
zvJgGR5GB@1c#)Pjsvrs|&Jv2*n<^PtfbAhbMf=v#^nYa}YR7N@eEH0Vl<QJmlw+NY
zYxDa&fZJGgi<%kLUk@!dyW=Tv=9f6&D_lAOn|)JN4{81DCI*{PJg~+g^*&AVax5Q;
z0vgSdaILJ@mC7=hDpJQL{=zS6aa~c7*RS44k`5?$$3P{`-l!VTq3Kin{Cb5gd2L^>
z$2Dn)q$_kTFi?Di6#!GexktM*Oalzqlx+;(`ORz~TePBL-E@@|oBo$nu^a;TzR5Hc
zq=Py2$lDB|>v5?<h-RG<sN70B`JAQ#O8bY#LMG1p4Q&UI5zkWSagn;?K;n5f05gF%
zOC@CX7Y<;Q%<V5lNYwx_U|y5c4-Xy1F-ZIYee&h}Ft7=m>e7#EF&(8JYs9QA@(aLl
zIZC!$TE1PiKnmXCzqWkz85j?h!@HikJE+EOlU^q>=l$$asmiT{53Gc1is$?VI@$Br
z*jQ1qR&gwj?U*tHPPZYb00(!z*~&*t&0wz5Ys~zl2r8i&Ez)!v8>c*AXqG*t8Bg}p
zM1RVp;oGk=i-?<wEEXxb%4JQtW`*aLAozibi;pf_*@5rBFlbCohGQf=ZTHgS>&eU&
zE1~WS5Z~F(xoixtSPd5Zv8LIPJ}A&%azWjuY>J3aogI4grt0X8`H|OI8w2zCruxtV
z&j+iZbiF>QPXsQCSK3P7s&Ii;jwP)=9aw1nEsUK~Z8p&u7VBOMtS|t#pzU(0ZPm1w
z&X8PoFzQ(&0kA3<L#y(lQVr|D`p{mUPfFuW0QYclWWaZQ$@f<)?Fn5O(XeYr^E57L
zCnk980dJV>x&(y$38HSVTidak8kR~7dik!m*zT+E8>xY9&oOLQXn-~YfUSX-VD%;0
z0WXv<<~+XA=DSI~Z#*xuB6RL*ZaAK}e!j@_7`E9!*mg?s`A4Hv-ybN)zQTq;CNKIt
zjo5DTe~?(Of`>a&BtyCH4&Mk}sl@OAI!)L~?LTW|Brq;#n<otiL^2Pc?}U6ikj2ns
z0d=k)Qlf`~MII|-Elr3=*n@Yb2MH*Zd2VydYsxEY${Vp+vRaRZ!v^HqjD!{*+tWnP
zmz#91_j4!Acg#1`q74lsU*~#3%OLDypy)Z*{D54G84OQFoIgt(y2GpZoiZ0|%j8%g
zSjH2LZ0J*!nwpxTpc%(q&f7wD8Sdlp?9LYZRI4|@Rj6Ugiiyc8@zw%jUyA(Q>6$Pw
zkl+rodgiZakUe#A8?YjS*zFRC4QM_-$E2$LzCn)MITPiFkWK%Fb!=LkntegFLvEGv
z6!P0Puv7BD3Ok-us$|yfjVzL2D@7O^_m@E8xcP<T<#=UHg`pSGS<E2;f>=38(rnuu
z4!~~yg(}Ty;1l3~0Qkh@H;O{M9>ly-E}v)`lo()eOn&1dH;bL<nK~2IMRV_ZwyUAl
zsMDX&v()+=Ece_!+8`ZRDtFjZL!VNW*teK*984&?=^N=}AHOR#*Z~{={=t|$SZjZ9
zIAx^Hd*!sZC@_mulmZ~@Bg)y9kOFg(bVxp(?Bj@Bt$WfX1l|M|2&O{nL!mtd2bd4*
zwL7tH$C>Dl(EJnt%>%i8i?~puVxF}>0MpMPHkkYF3+dH?rx8bGOi#~VYN3V<2vB?e
zJow8@pm$Uz+#h2ZCGlqG=6<#pUIVb|aPgzB7e^)secC@ufmQHQi6-eMN4H2ayW>T-
zzy({@8mRpn9<TZj9v`2$9Ay<I`L=Ix!m42_hH`uR!nP2gdlNl5`YZQ<MfHiqpsU<r
zv`2}K#!!Q6=MIF&A3Ps-*BnK>z~R~4!{eIYG+A?g>sye0x9nAS;2aKy)Zfei+qY`k
zSyGA1_@1s>V%AHAQ@sOqi($o$k4o0_{UX(Rr~bL~dZ#HY&uc)Z`~=qJ=5RT3yWnJd
ziu2m$cE^gYc3ISM5J1F(7|$~0;`<XF>rbFJNQ_q_%k5ZjaNV>F_my=tNDTFx1MNW*
zuU@?^uD;P<bHKGVnv1`lAChLLN-|i*bbdX26-TD9Di%JtnOx@R@P?5jA7l{v`*$CD
zPXMOj&5~Z|ZziW`pQJ>67V?<)rO;2M<gc}Zc;7|3!7P&{OX+VQU=DP<%1e_%%UJcW
zS#Ok6K2Kx1@_kFrV&01QrVz5Spf5nSmY`BlE;-zfp0IqD9!F-k9)Vfa6HbPD{JZ;0
z9EYcKYiPse`0~ubg-pYkJr7V`?wxv8#d3mgOq(ZMGk~4~5JYIG)@ZVOOy^}3r`VW^
ziJ`0C_1zoJ*&ax+k%Hd>0X2QIuDpQH;_|bTW+7U!^fO5t|D*!&9|c@KMfO35fz?UT
zfqjGiusfC&i`^G@X}#95cb#trEX6WG0Wvm;uTj0~C5kxbnFv>M{N4ESgqC{s{&CSv
z<=+19v{N1bGag`Xdo5El=E2a==@!+pSc~~`y@`Eyi<!#pv4Ue@rzgc>d()f-kx@|u
z=<>h-2YdGxyY#+QHdgFjY-8?snCYnRb<$RK`_CEwL~<Leu1NJ+zo$%gr|-}L%_PP7
z4QN)%kF{%F@8wb;ZTg8g3x&hJ!QXgAMlK)XQq>&g$Yny%<LSEfEVWd%$Zxz|&D=XR
zYxix`KsxVp!9B&o(|nX??E!lq5F@imOI}j$(M6(tb9Rn_G7qCG-+Z+t(r}I|M;KJW
zV}YU-hddj&f$P=W{5d9O$D@S!Y;fZ4?kW;Uh%gAx;w)hSedy6qAF<Q3e?ulokx7Ah
zF2cfDihw4^R`I>zx>WeDk)OWY`S|w8WMmWtxPtgG)}}9Jb2;KagAB8y12MAc#(KnW
zN!kmR-!pG83-_oHOB?cj+I%~Ok@i|_bGL9+te1W~Q&5z{cb_H)BF&cnX?C-X*)qnd
zEhH^rlrM;eImmo7-f8Y*EwW>PSCV}aAnB1<yQSLP&&sDAa4!CNss1cnppK(uD$C{R
zd&<W-$>%7|^EuI@;N%~LXs}x|`m;x!)<60!oLrGs$}JIQ8o3s6`*aGaT=Gx@!2uYv
zXd5}Q9-nMD!7t=}1sJnd@{?tzIoX<=3EMZ2q-jBpN(+~?JZVvyQ%GfbmoBp!puS6P
zlg0Dv*6isq4l#<Bz)>5s-Z#u#)zw?Wu)rD%#J^ivKl!{7haW=4NG8LShi-8FX_uIo
z+P0>lh*y<$%XZArhidL54bNb+piA9LIkS$j3%B7M|8Ztw0t1rLe;1iPzVP2yBKy)u
zjv%@~An62eOr2RgB=?mIxt%kkneeu$g}4ghj%kEZGP_R(HA_)cXttm9>s(>OhS<0P
ziH}Qs)C!)Gs`=u%{Sz(!r?0b)imGkjwxTGYC@m>4Fm!i=!_W-fDKT^?AtGfANJ#fk
z(%s!kH_{D)bO_Q2;<pK(*XRAc>sw3zLDyo(y{~=m^SsXE`bE3MGGd-J2Ct|6p;MgF
zixr=BM!g)_kli=bj3@j^##kGonJ*d9@)?unNdd&7Yq(Ekek}`BF9S$2zdlxRuJ);*
z_A%^6;G#UuNYb1>a-vSjCAKYKs{Nou3cI>7Z%XBluLZ_yFwfTkIzUGvOf$krq7I$s
zE>4dBu3@U&>tUuYP=HUc2e$bspiV`M-Gxf&JWv?DL3LdC{=+bbR#3Tgr2o<xdWv)?
zLlm3yhq#C)g1tkWb}0MFCyiXb4-2cMV3nnaf+abXKCtt`C-eZO+CEF4XdLTKwwpmm
zz{A&4huUYN|4D*Kg})VOGHtQc(`q7_x0Tiu?Kh9$5iBD)iL`jb`m~l!F*fPe6NBSv
zMTOatW1NhjfsA?ZbG?+BcI0!mKK-=RZK10>_0j|6{<k)b_Rg2h{X!V|)0Er<G<)yJ
z{0zJ0ol0SxA=T7CM`e?a<0EdXrRqe%Sd@Esqatm5c4lYJ^z8;dOoBm&mPJ9%8zTb$
z%Mx@%_V_;4>u&MTh7s3i@MVKm)!UD%6Y7o4Ta=%23=k(nVS+$>J?ju#6;hMhN!=`<
zDJp?Ka{yZMWwI{?<Lvn-6;1o}o)RrdzTZR%%uO=Z^`mE=i60LtFiSf!<|K;z(HEfF
zNAULPau*H$ap<Qm>2i0z+Z<IdZCfrC9qc=fi1~LHTGT(!4;1*pl@@p@r(xeQNS*&S
zXwAhc)kH5+=G~ZrVlFvkJlWd7$}%rkp+>%$*TfF{?qJCQjyW=oQ)$ZdE*wVH(f*k7
z+J!_^TrW!A+}f9`RHVSPy3vM)H)6e6VC9Y6y_t`r9$b_O60H?@0%~58#eDAo17nXk
z(ykIh(K}ohwND(GqLgVhOmJQ)0!?Osm*g{I2{|y^=!PvI)f1oOq4P4nINvb4D-efo
z&>qG24CHFh1y5ZB8M*Bc&8XiVq_Mv&a8SY?z{I-flm91>@s$bpkBF}h&GMk$G9J`Q
zi(U*5=ZMXJp{79S40|-L+|E2YNbraTkLHk1gFa&d*9WVcjomk-IO{`K%uajiH)Kr+
zO<<0iI9n@X$vBaJep*Y8xX&*USs@-3hBf$5<ye2s6b<;&w$wMHZPnpm5-lq0>JC_z
z%WVo7i`HuDV{ew|pBRW9i)K8C4M+4oj8EpK*rx=4%SEHTvCBS`5x$*0{gsrqqOQQ3
ztIa!I50K}35h)~RC72RzAhab0$!kQ?g{Tjb2cjQQ|B8M9t+jt{;tzc6^(Ar7qIg#q
zbz=tlN=G_h*)YM0BNgthyzVrNzAv3MX^4L6wVlPyjB(K(F1b*sM%H<Z{BYp=s8(*9
zS2Gmd&lwnZZWn=M@*-w(o_cE9dF}};nR5KLy=e{Qi%p+#>LICk*)B)<YLBJ4?^$)B
z&?pj|V?yTpxId0V$&LG@Ik+Su+cjMx3G#ho*z%rB83F>zoe=fp5k)ab<pJXfn*+w4
z^6PDu>{84H#6VKnwZ(E}@P#UpA>R=^<|yCky>LyDS6#XnCm62Q6VlD!U$^Q4%fyZb
zc_24qmbi{^I07Sj!<*qTzMqywQE{3c_Bhbsb9y(lQO`q{rgPtD<@u3;fO}(tP7{T0
zI;wBh#2F(muHe!w2}sZ2549Zb(UUfQPD(==B=;9vMv1FCZH>rOk2}#L!?%=vnj)4N
zZSjl2L=M!l5z)aS)fANy!<y&_u|>|rP|4T3pSU0PvIZ(sIWX=Pbdk~F%hb3@I9^KY
zAbDyaprfF6#}qh=kJ{HyAGXo)--;#T36xNzmj|oscH|;nzIIJoG*mA#g3Eg12t60U
zoL#QNJ7XqEO~oBsrQpvAUzms=3hyG=AB98uJBtto${Ry8t?!9k`}kV3h;m<hB+2iB
zBh2`t>P2HiT<+%6Xw;OjqZeoMfA;l_M}HHDQfyfQfDs_Fw7~&1=%sO_-6^oZAhntj
znb=}Y`_eNy2q%vy28;W-9;x+;cVP`2HOxOMpEIS|fN<Homx@s1>bx%Y4*z~9kJ6(o
z-oGfG|I`%VAyf?O@b#@FD;1EZyDc%8Hb6g*Yvw0Y>cia0*DEo^b7WK28hmRuD<msD
zy(-8y0Q9TS#BZN<WIY>?$3tag8IK&90+WN^>Jn^fAb<=xwG~strsqc30KL@@<$d2M
z(?ZD<HTun>wJ$fjOtz?gGfxRr%fShZ3v$#~`6U*Nqc}9nVr4q#QhTUJd&5ZrD<-^K
zl<Bfs%R`=7<>0&KJFn#TSoa<!bBT`1sOvAi)$oOA-|SU*LG^qeo(Q<C_Cr-+F0!W@
zsK}`REBoV+<r0RUJXbHji+lFBUVeEKuh*~(Hf5aTp$W>O2SiK2Y{K|FNwI&I{tMzW
z_akrg_6lkymZ6XrFd~{4SXOA>DTo*mh+Tt;pX?*Nw{GD|Loq523lXBy<<gQ&GW_}*
zR)c40lW_~y*$RSD!|>w=(ta+P9DQIN(ee*?a9^GYMO)Vxrs5VSE0+6|pXuax$)h_F
zsq(qhb8qr7j>E!Gq^Q8?4PF>HdZ=c6rQ&hMd+CgEeBn#<v|((5(S-h+6DgQv^1kzZ
zt-YtrzGSizqUBAP^n0OAbiIdhkT8>Rh4f&dQYvihN&l$^&Tc!&&_z9l$#^-ZpWOJA
z(}Win<AyK)rNo4W>*rhK{eNB~*FU%@Np-$@<&+2hI(V-b%&D5bNi7eW&g%PgCN+{k
z;;i_b(-;~V*Tk3UQgNCrh04^H&56_AAs+%&2}k<{XH!H_C)8!cp)oh1Tn|}ml0?P6
zT~J@w)j({J-ZmkvPbMlK`$5&0(Mw8hBul}~3PU+-4bPhZZ|9b#T1#OzPd@2skv?OC
zoM6R#ZJ9@LDt2v1<%I0<I2hK>QjSkxt;418CQVwUSCN07eL0l`r`L};vInCc)b1S_
zJzJ)T(J`?cFcokJa)zr#x!A~siU=I>$tFV&lBo_#jVmxNdc9wx-71zpzT5=;*{WVt
zX{A}?V65w<aUrc>8Kq!hOR9XvrC_-Wu}y5I_+nLNdQ)F2?RMvI#tL2_Qs5Nk{YuuH
zKZcyiyxm5wutRprJBR?`_0-m91Al`<;hT~rZjPg31j|RFc@ZSAF49y|UJng$g%iA$
z+?oJAK+-EjBTDgI1>j-s^?9_G#e(ZC2?e9t>5^7)t+D!>!=W^=?<Kji=Xu4n>WeeZ
zUC?p}+|_ct1~J8;pDtui2G_HI>I1vQ)qcX>BbD-kF2SA(7M#ilK}NDB>hH)=HMee$
z(H^bpn_fK&eh|Qh`&Tu%C=b`Z+;ITft=PUuSC_4fbLWvX8`YfqqzPkI=Dr=zct8?&
z{e$?%Qo`=@!I>a>Cii55(oaV~9+O&BIm3Bpx1|MzN0>r0v@&{NZlX#|nzkID-4eer
zvwM3Y&~;IY4>?*+j7nPiK$wM_)oRmh9L5hv1vr1u45^egk+3J|+<ABWh7&+TX0V42
z#!SOb@n|c0<Tr#gfJjJmj^_J^F#qoaX@dtAOOd<8!<OD4Y;5A3z!8I!Nwt2v?_|>t
zdL{7tuM73%UJ(0^WlYoGEfhd`2OM<1>w6oGooqf6WPp)w5AvORvfCcvxT=}8-Gb9S
z;YywY*5y0aQgDt1<A_fVuJu-ntASKzxoL1mte`SzFjdf#BIYzFo$^8}T0sJt=VlNl
zqd>X`s%Wb8Dm$G~(t#E#e6Y@ZlMa0(&~u@~;Ovd6-&Gy;7Qu!Rkz)KJw1$JhnsQHF
zr6XSvzktp1n;Vr;TD;+2c?W6Jv=5B>POv<buq}CPd+^Hc14x>ej&DpB6v0gNx8?iS
z7fE;^nqzNmZioC7lXP-+&#g}USA(s}44=ywm%(W~@|uQx=IeSt@2@Rng)e95@B4RZ
zryCS&tm11MOngwdB?FCOsn4H&MKczmB5$U}5dKS6JG%m=>I=DtK`Iy4WL+kvM(@O;
z+#&1CZ^B$GH)M>y_Zo)2l`P|J<2Ucb#f=voT(l0ySf_xdRqR>h9(vaa?4~d;%EEac
zm8Y6`_DC-=GvZ(;Z>@i4u=W$EVfaa1Gdne0AVHS{Z2MkoT?fN<C+?tK>6zC#)r%7Z
zjMkqWg&hqKj07~39kH#A!fqz4ioG!g>GYvnFZZbHP^xNvs=iaKvc(dKt^h}U=V~Ey
zL^DuaRvH-*(ni<9K}0k36*a9yJV%t!A5lr4>8<sK52NPPy9{j7arQ~aC?MiQTC)OC
z8j7&s3?1g{iCt(J-LP(vutkscS;AAK?^B^S<|s1``5HP%X!m}(Eok5wk{BaD7J|F-
z%`*kKcM~{qIIuGk%KgEZWe8)^z{Zs+ivU70_Y*oE>;i9DF_FvN#6W9MiyMOZ-{*K?
zlbSk$A@}c)Kb97#PkF(tG8&1!X3Jb~duR#T8}PFa)8?qdPNtEI1{dasq9dF+EY{Uh
z=dBQ%wRr~@nbEq{j0bsQRzp*sCxX}*%!HxATH7!%b(^$llCzoyM5fqVB3Yuj?&XpA
z>^Q4_GEMO@Pfu@3gIQB9H<^5xA;lXjw?IS|V|sG>-I3f2#1kPED~G?#alNX3Sit7|
z((p`lU0Xu6Z!Ar7KWKAeP!%Xz86Obu16(S^OQK42fSvdIo!s{>(>$sN+eb%knH?yF
zjm4{Napd+@i^DQh001DKW^%gRdJaHsCIHI452kwUks5%8DFF0smwx^iUq2bZhMO+1
znFHXr2C0C#VO{8DaefwgAV<K$WLQ;nHZu0;d@YFl#oAyWj4E60=dx~M$EppB5IX?v
z<DK1q=?v5V6&4sd#j9cG^(#<fPI#qC&hxl81#}Q@ekl<O?G)afixKsLPgQ_b3y@Cx
z1MdN#okT#_?-xe_xf-@rK&a>UTCk|oPzQkKvhAIO!J=bdF6`ja-tRv5SV>CywOv{o
zM<?`cCfMsBPKvo(;H=1VCBg0NOY&VX&N7la&cMxM;KICgpZt(ed-w~$gwSnV5ISC?
z;TH2Z<=ECHzI3>Q{p)=69*~P+t9`cM*L-@k{rn%!P#&R(jo45ilm6j_$%r)oWMj<w
zwP&^1o7vXO%~X6wLjd_xaQoG0NnUuP^KfB-U^`c%J4DcZ{57Bt13sO&m*>_y*7~}y
z<0d|jT{e?TY8)tr1vabs+2k!d$w?h6#c*(xcy|?Oa3g15mtbp1YG7lOec1BNP$yPy
zAhD%X8vZ)du2=v`hLy)IW$&!)PbwPT-i5GjWR2Qzib|Ugh|TttC#>W{Y8j)7I5MjI
zm+;&7W9=4^X9(;S=KkqiwgJqAip0|G^o8@(dQAkP7h1YIE{R}0YV*h6;3UcgA_NDi
zPosc9P*>MaAYIj9+*;Fi7ZT^YzCKuaW`~4phbxk)>r9sVy(tQ{qjO4Qt=~NdNGO1(
zdlZmuJ{tV?-~$=wVjgGv`AV$zLlG{0eyj!WSHQl8Eo$T}>CS&LLK8y;`jfZ=0L2D5
z`|<R<mn+c84d6oK0h-j4t+Y+VQq{MI_BI61fF5JqfiCq8K=uutTeuKKZd6`?6M*mz
zl$so~fMHGy3JZV}uxjt^d(Bd%80xzyY>c)(ImmGsdI1tBav5vGAbt5Y+Hh;USgPRB
zMN|p;NYL035y<{mT*tSqOKog;=I1FbbGL}??rLg~5Z|YA!?Rz0Zbur?k=z2jCxBvK
z;^nmZMbb0i!X0@{KI&O>5+1oxX*a`fKTAu_Qb3W?%_3aw)p(1T(QCV&)popS3&;^E
zR9mSO2@{Ea-^sYw<8DuneZXI29mnI(#+AL>hkkz7w+kYlqc)C6pZ(%1&lA#}*eyx=
zHndE=rNMlVFziImw%=310YxwFs~StOYl-0iCVkStf!?~cDMXVQ=3hO`cJhJQ31fFA
zyUfuq&)C&##$QHX{s&7D$gjZB?_qBcmxJ6r?$CLm5!{s5%!@a4?prd9l4fXEKw6uF
z@`PwlmiL;&3PuX~*6Ie!wHszWvgr@KWXu5&M`81;^-@~>Z;v!*4x(4qf0GHC?VPLx
zS?BFEN#y=M-6U;h^K_nZ(Jf!#omJAVaG&A)odAQHCwVYocMjaWj6`|z{ogQ;|7Dn`
zLce4YfDtv;Zplnl^z+&F0M_;1L?_^w{66$)XX+*vvH3)l8K@EU`2sBG%c7h}1$5H)
z1LkvymseHQLM88++r+N3X#Fzz(HyULtGn09)E>Y;S)E87QrGkpOcDm-gw6+w=MBXU
zZvBrF>>AckPRt|-F3RQ&2e{V6>(k#N>1kEZ01E^-?vb5bz{PIZS#WP=D`@;K2nL_H
z(baf*jHGLx*=}XVxgD-LZO>@F02oQdVV5zKCao8HUef~r`)}Lhh~y&BvbX-|`-JMR
z+NmT^3THo|pz+J|$Nm5+%fNGK2Ix+BxH+>l>sGKnTW^Bv&3?gKcqReVMBoo@Q`x2*
z_9f6~Z8Hq0A9fp~3H7gDH0=7H3FGMlR~BEi#vC93-@1EP12~32G|-~P{iP!UNsg_u
zpT#C@OkI`8`7Po}mucMK8Ix@!pY9h6s0`TT+b@nm8}x8Lnh$u4PX%~K18XDUf)%X<
z#FHN&cI_X&@8d|B^@1zwlzgERukh&=ojbZ^muKKC2SnSrv>a3{xOEI?gL+Ix7OF&<
zgCLV4zMnEH@;-5fi<{Ebs-*&o4_(iF9eYe=oXW@Y?zLFb+fJF1tvr@nR)0JGkz_Ek
z_eT;KF%9uy5+d8O(8-&au#Mw7X#+Tw-%q9@o8Lz=<o8XM+e<(zY&A8<@bRbt9?apo
z^*zky<B@|odU}@onfC5UKmv6AQKNfSP0gWi^XacfLC-9A!?%|N6=)2dAN<uH3l7%&
zKAYU3-~u5BP@}BI3h=S(4-RpF5YK5B`OFlw^nwKSGsgPPLxCM2K87@TXx>n{Ki25M
z6)7A1n0vKi&ZCjNo%_xur}tUwYUsO5^R4rdYiZr?Is`;4Z1v2b_5i=Ip<xGbX5(ek
z6#?>A&=l(nfDU!3baK3)n9xPJ!1xFqB*o@3^31;6`_|ZS?uLpQv{DnS7{?BHUO-5+
zo8_0ri%!f&{v)5c_^Fp}ZJfX34l)IQk7@b5QWV;2)OI;P(VnVM6t(REl6znJjJa-K
zCM-2CV6#9xs`|%r`yAk+0p1+T&-0dK@t<j&8i0kHnV1+0%W_&;niDB<i57C%43(NY
zI~6scOu6^lzG=x2v-$g_xQtCB>xh6l0a;i-=)$33q5;sDkfi76)m(TL0a2w*;Na-j
zFJWR71h`jJ!3`%JsrEd|$6LJijP%RvIj`?P)`Hu2LZwx;Zb*C64z0?3HcuGwXAWIX
zxljLfF-0lapUXSa;;l*_ik=2TE*sv0dM2N2x?Q9?shp{T+C*T}ZEIkwm&9utFGXpB
zu5B4c-lf)7$`vHMszfK2fEuQfl&Q4IA3|T09!ZBA#L3Kv4Iiw-P`yuE=T=H15t+71
zXsuBIr7>F042d}H>eg`~D?P}O_jyOL(o*M7P-bNwS`ueN`DkT|(O$cTQ}hUSF9~SZ
zz$EAS`j5Y5d*yHO?XJFK<@=4Wo0)X8>?H77p`GUu9Q9#$8BMtPa{CoI+CibBFApcR
zdJ%}VGF<EqBs@Po_73Dwkizy}?X!T~@F5^GNJ?LB9}MUTuG+M1MfH~L=h+HBP)6t*
z<c>xK4*M@YsxzXti*?LP%bn|FCno~sC-<1O9w5*YFkRjdeha`jRxpG62OJmnhk*>z
z)4nKYI8(BIk<F`Ysh%}frl9XvQFV->k&dsd!>|u$W|z39qb54G{<8h0rpL7KQWh(V
z%=b0cqLxwq+>Q;o2AT9NtqDO+Cv}MVkE(C_n~P$gG2plhg(t{8J%HMGWBz(O&jBX-
zvz-qt^i>k1l0JW2BY>H7pWOrgW0nRc1?h`u%}rzG&tE-u1<wqWslIlYY{tX=>Qk!i
zeH5o!{dCHGh{G6}&^y~H14U1I5xI-4EFq8ANw03;*L!0$*4<==u*1@*2A|)pJp?uF
ziLnVQD(}r)%KWcZt$6gRKROt2GTdd*Eag=c4AxsXa$4%@&`#&VWSma4X@{grbG3e^
zcajbxsYi0=HlE01yrQNms6xcAxe%wtV%Q?4DTx}y^2VLX#U)-)i8e*K|CwuW`89T_
zTK}z}J<^TgdHw17JDOVGFMGNJT3<nN=8vG06P4zCqivfJSO8;?SK}Q($!>9$r^y-d
zmF0l+bwQKu&IXxQ9t>pMqY0H92|HAP1ku%Y-9t-<x2**w;fOx9_AZsTO)&8rmGbdb
zQOG2Wysb7f|0<0{xbz?zq~iS!S!xJqbt)9`aQUIwbnO?ZT2)N^0n*+!Z!8eZq2}3L
zY`t$5KHxl}pOPT@Ax%GD=Wg@dO*vaqc+Mc^a4<MDF4qm|GF1NI8v-DPd7Ao8iN@a9
zdxA$6&_bF#Z=4naQXv<92#w3>Ae`Qpy%LeQuSKNDBQ#x(zvUABuiVH#pq&$cG=1%0
zt1h~IH3jp=3RK;)jq&KUai^QHjS(kcS;}~@$}J9c;GLR8f}Zs-Ml%iW*oxfL0$|oU
zjLWoXbZT)XnrT|gC<^px5e7(k8irioo_gePInEkNj#A*dXJU7G(S2_Y@??1<t;Ojx
zl;XRv*qCv@{W3M`ua4)r&-(Unat`2!iLQxQZPZKh_vC1XKA(s}v0QnT-l4@(%;jL{
zeVV08+2h;^HG`N4=8Z?K_F?btSM&}AP+WJ@URq|L`~QuX2|z6z*y)@STQzyCj!f#*
z;6_HQ%ez&yIPq-IJg4jTW#kyjL7*!{`qNPivqMxrhWB@*WmoVaEdz+EfBXtBSv+eT
z5|<N-3JrTR+UKDKa$+G1@TSfTG@%`niS&nbeN@dZ>Zu=OmG3eimz9XaIQiiCW;4>5
zxewLb_%4Be0|8%jM@!wV4wi7_Oh~3cF79hBpM>>{kX7mY*sZ#S=^6U*3Tev^BDUpO
zDY~UtUpwk*7vgbv*>z)f`C(&tyy3rM#N@{uq~<P>F<AOLkBuH%$TW&vJieDI%Ij5Q
zsUzX0s9XP9;uk&VF1ILMXfee4aye9tHN-Kn$$!tS-HrN4tntw~OjAbpfgqRVO>ml1
z-G>Ng8A?*?kuMV!**JT<<wbf8mZ48Hmv>>D^|`AVJtf^C%LX~r#X)5?GU4RjAjd+B
zv_9q5tR>X@lm#Y8;RMPkr^;Q&Sy^q0Ap#^Mf$lKIw&+$n=E-2wPnJl_rQ<P{WpyYO
z(F%V?X?XX7>wC6*2heRzX5QszKB0~*h8KP*e})p;-c-PrS|Bm{^LOPh@d1y`b_(=P
z!;MH<L0?AX!}L}A^abSNZv*i%8*se>j)6rCel!fKt3B>1Rls~=itI5C40wPOVJ3(1
zLHK*^DnaXmfmLe`g={(hD&i)B$I2D0#Mnfqh@-d{4o_aWu!l-CeTBt9+Eh%xTOZpS
zg~^%t_v*X1a`&YwHRmeLh*W$kaKx}uIqP6p<TUufPDE8ME^$W9<xkobjk3}RRr``d
zrfV!9Vc_#DE+ULY^?1dS{U8k2@>~0^#rgr2PRj_TTl#alh%S!o40i4IMQ)N0ci5UA
z`6l|wB1<3q6>z$0XD9gYrF?JsA1Y9rA#}BEQF5h$id#poJ>4*%!=V$^t>;~!FOH9@
zZ4CB;crpxML5^h@p3!FM$1fDyB&?9LJ&rTfdd}`Fsq2H~&C#34Rl^x5P=RokhbLyX
zdXo`{`;DSMtdQ?>h0m-i#ICbaGLN>1C<@dv@WSF9IuYWaIQ9d7rDn?~w7(A1;+_(+
z-OP+r{p?K=pAm}^uDdU@k8Y1Ipt5a_Cs>6MAQGsfZty(R5AD|49l`P5a?3iB>*8}|
zMHRQ|rcwL>s$KjGMGe#}s0e&5Yg;z>Ds3Fl_V9G#)jN09RDsmeiI=L~aanq9#FnUq
zdJa1N)R=N`5|^EnPmYiiSVC45DVIb0ZRbV0YUzh_G935P%u^#uOQ>s9Zszvnt?T6m
zm?Stw$=s`E)y<FBMyF=Chh!3~uSzG#EuzynpwY%dRAZ~O;M!{x%y`3ih#<8@Hh&PN
zCgtMGNt3TE=|$#D<_pHIGaJgAj{1x$Z&?&=JX3M~KF>3KqlnmVygs!{?ZO!IieW$z
z)%l0q24JM}M?xA<jkrzGQt8c02dBI72#ljtIVe_=;Th`eG6idQ&}D+)&zIh|;>OGN
z21)D5Ke*`))>!{06&SI&V?f6=3Z$JTiV^g^{d&jae)xM}c?5`?z6WS$Z{`L?I;4Jb
z?Zn%$BSc-;4^g3D<|!Qtr_c6Q>x!-9H@Y_;Bh*@#dq3u^D~!xB$0TiBb|fp6grl)6
z*z+f)Z%f^o1_f-=sgm0jw=@L@`;`JcX;=~X{<STC)#mzkjP}1MM?m`W528xOv<mCD
zMY_n7Gqd@(j7HzV`)WP0OjPn|dK9QhCHGZd?y^ndYyey?a7<5_)tcv9i-UNTdLlF%
z+V1i!2Q<Ok{vh2F6{;LTBgEjKv;b@kqpU`C?Q=#hh&x3kPG=SH8!%`~5o&<~iiE1>
zEYd;}MR*I71okb<1<rLct`O~>2QZ_KOm_UzRw{7!+L<{6M<NC#??%-)iGL71j;u8n
zio^D<gyx`&ektgrR6~nop1*0jbn~ZDiqD(iN@Adtz9zW+zX5Q6V|7@lAlsrc4$<>;
zI$xZ`*ZJX1x*7glX%$LiHb{T1H)Ulw<)nj8<TAmWa2^GHNj>_4dv_AnVOB1<^4biX
z3&2$$_1Ab6C{P}KM-&ahLk}~7x0m4o(q^9>HT0%Lm{GqhWVz4Ew?1^(4}!T?!uWu6
zh)3>uiXfS#s=At48j^=|0U3#2Ni-6B=*|q;>Ioz1Hdz3z6hT+g=@suJyw&;cIMwbt
zCBzjSY;hwf<6jS)pZuX;)W4j>Xf(m@GSZS;$x?T@c{wmejfwhwgoU~b<YO77SM$2@
zGOYW|(zzrlql&%vqHvdUBd|#radZ6*TxXjHdt`{K(OpBi)WSWV_Hn2@_^6d4SmmQc
zRD`;4o6|oY%+zqp*0R`)zfuC3gdT~Z*-m$V#FVNJ>@bzC`?!=0SH^kiJG-{#(t{U9
zHEl)S{<PnIWR^yFO6U8|3wc!?$}UNDxSz}72$l;2FDlnaBQz>8^f`B4&!;sEDyVJV
zCL->jz1L*1@ioa+C6xbRrv2TVpnpMvy8Oof!&3A`+Y__6m8_w?uCI}!^pRgU#q_P7
z?V-+E7Y*64O02Qe&A3M)t}aA5({X)0xh>$JNvDMGP(6{|XaTT$ORF<FeWeM3lHK4A
z$9u+5v#2l?y_M-s6_l<;q>AO*OqpVOpA$<cvGPfTgd6kiP~+H4tQX1oCK*n<)KSC(
zh*Io)myaajJW(^e%mp;wZzoT~nSP<B^9k1(zLS5#+)rLju(C$UeE-NCg-x{katanj
zjTW<|=?8|t9nrrR<W=3g$T$OO!>;bSdj&C0N&=gfa9iVag6FpsGl(N&1fC?yQt32B
zYXyNTR;wuwV?LKh>nLa0JgIs;S&a;k#mtX*%@J!cm<LCtqf$@p%U8{k^!O+!Y-*;y
z+`mQxFKBqAQz-rDu6O4g>=7>ydF>ZhOd6cQTn*~FC8FmN;Whbk(&$-xOp$)Bwll%@
z*`Eo18gj(*zW0a?s(by#fB<>=QtJ4(d;Oh813k6*sSR<Si7<mGG;u28uJg-1`2S5y
zUmyXmxA1-{&<<QR|J&6B(QQRcB{J_A1?At#-HCaE)F2jz60L03%abzDjL=&SbL&&M
zOq)(DA<5_ivE7)S1SP8KSg>#yqieRme56aiBLXfMX_A(ShBT))k4o3<^S_7RlxTMj
z^o^+2aYb5U%=oL08wdQND&gAWl(%NdYAW@F7I<4uPtx#Mk98GnAj*TIztTAW<YXWe
z<f@oTmo5TJAw(irlVi#*79bGtO2NBuZJ!OMP&H*;AO6(|f-%<6sE|VReAgwl0R-9R
zclP)QYnI~($WxNg0d3oL4Vq3wQp4VdgwaD}z!;Gz3bX7hidc~zNDWz9?huGnj%FYR
zI$gNmI(N#V)X$}Fnk?Z@7*v*#NEDGiU0s_zd9<F|`I%rPYq6}58QJ&zfmXvIQc2D&
zt+Iqf30p}F?1koO*+y-Hh80N37C&1wMUhe0W`gCnuGP4b0EhH-YK-RimIV2i>mdr4
zo2<)QbG^H|aO{A%gST%{>-9U@&kma9OaM-~&7a4S9>M{CR0_5XFh7FFK=8WMQaS4L
zQKn*d)qFK$JyMor#}-2%GTAwLO(mN&Eg8x>Oh#4$YnDW4O!);6D8mciZ1q5a=;LPu
zktA{0jcu;|?{-)Z_K;CrPR=Z$&k<PoBpG}ASaHSy`K2)-Dxo5i+G3$GV|(u5-~#LJ
z;CA|r_gsGXW95e*!j1<*t%5vFK@f5opQA^0w8B7&{DuzBK;T8+(%)db>p6D~j|010
z&9?B0kN8dL14Av@FjvlOeX1I0sM6SN3KBbIeCaHA^~xv9YB-+LIlk-mMX7M?mx~RS
zz4r~Pf?9rd4<*%ySq2HT4p`o=mKMtGC))U>97Jz6gHQXR^n*OID;<-?Y`0v6qMG1E
z8bYU~{~WzVBbIw(oq|sRLPZ&m;(aS=t<HT>qO0T-xjTrJ@b%;kKF<AL`C|8KHR*!#
zAWT$~Ul*Gn3UUNX-U@AletM#J$wCDBK`wMvUlw4G^<N)$|0#Td93UH-Z={*CJr!^>
z<-i4LV2q0%XJ>h|o-{q#u$E$)Bp34_g5y^X!*;=~Z0yK2uh`pah1g)q3j?(?dRbLh
zA_r7$h~#1jw{&*SQ6`@?6PhSAD9n0<l>L!x5VtNIT}a@~qt25%;hrtOY+hpb9?ql;
zsr{`tu3xPCc@+63PwY)~G_z&G^!%}5+I-~QAmCLd@ZynO0BM49EZ^uG3;#I3Ul|+!
zdR1MrOE3JTPn;J9$(Bo0MB!|R0$ld)A*tZ24gi=E7a}8%r_RHZ<sgr%{$gwL2!I{~
z0R3Vk@saPsBl-fBjEp2ZGmb$dd_~bEXaA7q7_Uilh1VIdr%)~3xSGSC@0a_3r~Qw?
z7sQ1nD(Xw`yBIj<bYFdg1#6DEGdqoIReP8$9gfXu?aw$iJnwwisIAtL-*Um5tGt?1
z@$#$T!v+zrb6SAFCSScioEj`b9V^eIqjp|dYp7Lj)oknaa$V7@4ywKs2uRHpwz?ck
zIWm|zbyZj6GWL_skHs}S+iJ;wuk!}$L^&TD{pu4uI!+dUC`;YLZOv1E_%kKiz+mUN
z%moN7p5|^ebX)y3Fr&}DNQ*Vqkr#`DGW?-YvKZs%h1u5(@18`_sO9j&2Be#wq0Qsj
z%DO<!{lAv=jv4#a)ykhlVWlWVo%7PS<X&Vh(>~E-a5EW^B5_ibvY!s)G!<tc<WqAZ
zU;Af*&5oN`G-EXres}#!Euw`V=Br4riPth7ytMJVhsi7`tk+=|F3**-m1&{Mkj0tz
zfomDxjcJQ%sB{Da#;eAAH)vs1P}Rtdmk$$R0Yw;+zx~T?+a~8<kgNX=pze;gy*^2Z
z9`9YT?hba0(lHr%vmBC3WrGWI)b5k>d~9$BB4`ON!q(cO0R4Jhb1cEc(|PM5InUGM
zqCtC7m+}6>Ut@sB$9EW$+)n1E)r=3PYI>6{3~S$Nf=xOCW#JPUqlSB8rxuV8EF>Q+
ziMY(ViRylGj(iMEl^T0?B3D?~2n?KH(VzTfydIlzj4Je^C#1Ab$jA4wyM@3h!`0Z2
z8s(Q<zy#3&FfsQ0*tM;-`sLlCrhaW1Z3+;HI50@hnQz)uTL6r#=+f8PZDd}@UWu;u
z0R7$VXtc~uKVDx;RkhOdmj(#H=?!g2UV;9j{!g%MTb<N6whK1pxB6*TpJb!?&0Wuv
zksva+^}9_#L@WwkX{Yc0=_c7h-2A0X42{l`_%CydG*|DBlZ9!Kw_u)R+j)L5;_#>U
z#7YWq9g>92Pk?E4xmv2)>gBl}ryAmS$hp=cQiF*E%lr}nT=4eL=6tGbbGM)w|J~gW
zgk!iZ2UJmxI>Qw&R}(6#6-kDg06D{{(0Dxtr4)%zC(RdyM_4EJHq8*}sJnPDPis^H
z^bm(WHgRBPqAJ*z8v+aw2q1B^?!GoQks$iT5@}4dg5zzgi$=2XD`;v_&;*(`t|7-%
z63=6k@oY?P>I?*Ptt9(~UdcIlsOXX-HzoQj-=Xmbq2rq-Qaiw&5!F690bIzH-qS@O
zU<GxWNT)s8b`kp)Se3)!IXw?^fiJs}<0>cJs;#h8)tf6GSt9YXSS#rVVkd?N;7eHE
z_P5w=4|hNl2a;E*z~DsqyQ_^Blpmz`-+{Nsx%WkWPd`u8sIfUQ?>}?l!A|fvEXIr;
zYlQL@m93nt1d^~DKYgzJ#Py^Nm|Z6HWAOt}Im&?l94sPKo)+_7;P%Lck?D0YnlOMx
z=m(GxdhGs;6$H$CJ4uiJU2ZkS!m6%ek;`QYxIRE$jJ><W=OLr;w=#Cj#+;l<87Sbw
z9(=tedSQP9Y0(NheLaoQ-(8Ffu3yPT*M_sVfUylnbHDvdv`xO}3F-?G!&xEKFK@R$
zUiOX7wONoGcSBg_#_-bT6iKCySc=Fnk_RFc#62V!{5nL4dl5SpYE8sHe)vzFpIQvJ
z%g%h<((-&9XcZg~=fXSTZL@1lX<}_q1M}Mu*pep>$5vlte9hhW>$y^#Vh1BpqL%pY
zl$?cuECSwO$&=jd&5iQ**=>*dn?u|6-Q}*F0JiYQ6v^Y<$%<TH*3Rj6++dD+XaGa5
zms@jVZp9YxEPTslfGMk&Z>%Ssd0csK`@yGP)77fFpd3RvhDdF|ufT4;OL*pEf;Aw>
zDN=Jj_AoBv2XH-v7r)N-p|Efy0vGoNj1%Zx_~q4DbK&x}wwa#`b~{JX15m<TMuu|r
zQDCwOFuf5j_1SH^VLexQ#~K3zM=FR8KlSTHi0VJlxuwc0?A$ou_vsB@`F$@zuP)|p
z=D5G}P4qG{z-?t<U|?<B{SG9qfbi0*ZDG;%*_pk2I8ZLrXXGFT);Wqs3>Z^tsdWj$
zR;5Y1mF>8hTvbHO;lW~gEKlBRdJc19h5FbgCD;JF6#mfHhw6*r{g4&l@4M4<@B~gQ
zhbGIw!g4INxLXioqSgB57d&;RU`dZJOvK6##d75n9_0@qoxMZDSZOnM4kr$^d`3nw
zU(6_@?vdtZhcn`<`*-|sckV3^*LqXoT^Cu<x)k&q=yB(%bz5~<uP|+xKFmXXp=|WV
zGN<xa7S&ym;~kPKH}dV<v|5I{qQ^V?KI(+sQH7^#{pZENpo33u>dzfk;ADckr|v)y
zu)?;|NNMPn>9&Esuf>XjCojzf!JndQKgl_^z&H5E_=+1@IL%xcFyTSitF|PW+d>>L
z{$N+eA6%*&7(sHDBWp>eu2al_sa=(I_TPrzZ==&7;mjmwMr`4uIYVA{f`U``d)Usa
zUvxaZFK5K+4V0RjgLFzWN{Ue?&K?4pN&v{$r40{1WjFv#_cd-+@~naaGGVJPhUf0u
zaXfmKk?C%g4<_iFfng%N11IqAQS5<_PwsYI?h<ZX*nfW}f5fW0{=wp5=G-4t*Y3zM
zbv-zc00zl~sxf!~NII8k&*vr$soDTD4-NEcb8dTcqM0_Qr0y?f9@`1?Wt&a`-?x2s
zU_cVE1nuii{M7sz*&Zhy0(m3GfPj0fwfnj$U2P=xo_gwVpF9A|cV>UcT&d7)ng_5!
z9lzQ4%h7Oe7r6g!!mV|-ZgkxXinEIyWsA0tO79jq-P7;K830Pp#++ej9H{IFty(Zt
z8bUMMX0kmCM-+yE!io61HnW!43n5G<VoXCfL}PcHHfFq9ISO{Me`0m>{h*9`zSn0#
zXwgp>>&`y!B#dXj)Wv&`v+oFPqb0y+w-<8AvCx1wNAjxp1Gs?ohXVDZZaRfvF{V+j
zZR}U}pE1wt=M22Qy#tOv-ZzM^Zcbt@iO)$o$*B!^0Ct9lH~|!@0(9(baUY-ok7~n#
zhrWF{+G}y3^87ql(|5J$x8VG)oZ^du#)0`Ypp1*g{S*V-@!-b^EGM63fE4#|wd&OF
zZeXbyYtrFxZ4?|6m=BVC*E47E+c@wkEQR&R$Olh^7dgT(YwGf8>$bYurcf0C5dxXp
zB!|@F(~!Q?2(5nqi0x=MvFJGq^XzP|FuWjuD~I$*U^SyAnPdgUmAPJfHt1qL8-Uie
zwDXZ94_qC?X$pSK!$q@5a^&D=5<e6a0gWgj_4iYdNMaD2!pdOdZBaCBC5w89urtW&
ze^+fmp)wNx^W-0}p2JY^Xnuf~5PTOH#mS?xv?iGoKUw4t*ER`0t?o{&`?b6UZZ&)_
z4orh8s6U?vDoDwqWoA&rtFCM?xXb0xS^OSQ%f5vCV_?oDvG0BB3Y<DrAA7Mq`h0QV
zz239)W4jpvE^YXm(yq^s;=Lf1cGK8Byg<9at5=h(nT_Sg<zp9*%tnQ6t)P>I$9S@b
zVw}*=EUJfgDIgF8iZG~s<I7fAP61k!!@_=*azfQq*ildWM(FM+Pm0%D%nRoEKU3~3
zEBGN9*x-~8SkE{v<RVF{ycc<|d!z=+O<kJ3!qG)s<G7CZMo@;7+ls1qG?RCRMNamU
z%S>-C41+s^Z*zU1O{(7DpUDH?cPI6*ePPH;`))K7#*-q-oM4R|E!l*Zts~#w8dh{7
z1Zn$<vWrly{w1NWsPU2RvpJ(Ijv?Qp<CjeYVXZokOHL~`&pzG!<NIBFJN)-N^ULsY
z3o_4YICUanR67DOD^JOTOD~*&qom6&?MP44{hiU!nU!Una`IW%cpgPrw8Q(NG5=ex
zCkfps^^Gc9k~^J-gf0Vn7P4Y{RL2p=e7b7hLWN^r5+Cn+Ki@9ga+9bC2~}tf0;7v#
zz^WDE(5nOR&Obpq@*PEAB=1KB=!6lMg6B_muZ_nG3Ns)YTz`dL9UXCcE7E0;(%W5<
zcP}sQy-Vt#^s|!>9VLtodNDHZ^~0MG27>0_Y2M$O5+Lu2o*q&S2~b1#?5VGF5m#=j
zrOvEwVTFB@R7lz8pL35?k)OJa`wp!cLaq}m=AgG2w0dVs%bPcK6SZ-n<pAtvx9r)4
zy72i9lIC>+X=mKU(h6by_u*XY*_Y+2xD9S>5d7GN+UYfhL{!KtcH0=Re3&V|BywdK
zR;67?K=U=iR@R$#tQr-RJ|rWyl(9ssnIBvZRYh69ldl?$(k~b*C#L^Z+#+Y&XW^6I
z2oLOgcJj<u@fij{Gn)-RlNP&Gt@-IR-}3l;!hTx{I2<vo|9O$Fjw(=YgsvHwa#ATU
zyw0Gn7P=sx5ialBTWo5elu0-eIGd+U{ZS`9ozbf=ULqNoc3(m~pu`o3T^?NqAR>hI
z-rEq*DtLN-AAVRPr(#h0rXxAwy~?_Shp*d{K7@mZ#KD6L%G)C9zb?Vma9*u%icC}k
zUEs82q`c5Z{10HNE%iWTg-iygdLa+IpyhoN2+JWl9+6f!&kQ{nQ;$z$$I0(&4Meu(
zF0|cWFjcZpsY+u!iloy)Z!TAm;M)3<;%I!jiawQIg4#fxa|B?<ZcwoPe@-2yl%u>&
z2TdkEh_J=m;kmzDMjbfq<j>?C9;=bINcG%;6TSH@d)2Nl$#XNpuE8u{hzIG$jR&gV
ztKI7-Gr1Wjg)?TN#7e;1Qf^Ejs8jH@e)a#m_vuz@)-%gQ<k~Foo3p-HHyyMsE5b6&
zDYg7~0$zo;Jm?ITvywJQH4xm+B(Vd2Q%Pl372h&tp^aFlO`Mb!UCpGPfBRWHn+T%H
z$cf2CxQP5(3%g$U|GLaH0Glpp@BY(KHDI-yA!nqhUg6E!e=ePqzOx$+=VkbA5w`q8
z4tG&16H7?B1l;Wr+(`g3CM1yL1(jIh`RFD_c>Phau4dW%uU{f*S-dRHiszftJK#I3
z)Qehe&WP!EW)olm!g^wZ=1@|!`K4~bY{<dTo<i_TJN_6G#`vo5Lr2;WGD4p_gLg$n
z!;*ry`>!O-|6OZ{uNSHcH?ePe;=>;gb(?f|=9zNv&42E&I*WfFRPA0qZNLBdVgFd$
z9fwz30qSO+w=H|q!)+#f!VN50SVx8Oc+=kDZ0!AMj=uzj<XxviuNO#!aqQX0178Qu
zt-R-ORdu$wV@<z@5;EV3-oZ>7W6guC!p1|wCcaCxgGCTdca}Z#_Dm+nN;=>7lV2Ie
c%fD}B4wBo&e)41h*4+&m2?b~Y<muc02dQiD&j0`b
literal 0
HcmV?d00001
diff --git a/log/zPythonScripteTest/err_n_plots_multi/IterPlot__MultiSO_Rho__fwi_FWISO_iterate_m_allshots_5_0.png b/log/zPythonScripteTest/err_n_plots_multi/IterPlot__MultiSO_Rho__fwi_FWISO_iterate_m_allshots_5_0.png
new file mode 100644
index 0000000000000000000000000000000000000000..0964e17b00b1c51244a5871b38738a9ff4d0cb89
GIT binary patch
literal 29179
zcma&O1yo$i)~-!<6apbla1D(FcL|;VjT0=m1$PK;4MYg;*0=_@;K36lxVr~w+_lmE
zSCf6t-RHaC8TTIpG6uG)R#nYe^*-~h1S-Cf#KIuPKtn^rl9m!zMnn5c1Ni*$=r7<q
zKiHG9(a`K$q{UyqbxYovbA^(Q)r#Dhxv2H2?oPJw{Nnk3&*)qJgHIM2_XFr*Xy}ya
z_i(gCr5|PZv(k$^uSKWL_-ypNmVM=cSY8wEjQG8PyDWr8?<1KBG+8#ac6#^1xeeFc
zCHN~UI4jJ!)6Qglq_Qjo1OzI~2F%io8XEV>!ATBAD=(W1b$AQHUy(N{ACObfCsO5%
zMnAE5j&ayve#o@$2<mZGXs{mb$TBMI^T8@<(I|FE+2p2f*u_Lcd!-PAxx>?syJ?e7
zYXhP<^hwGJXLA|r;AAAA&ot`9-3ufOxFW$n%x4`XinUVd?U86TpZ_xCH@?DEJp{go
z_CcdH^eGyeAr`MF8d?DN?4vtq&&Q+0ao>cSaIxQ$ztDQz(qqIr&laGp;9>rSKQ#D^
z@FHNeg1-AhAk5j1G9)Gl=FAYTaG=}~Jow)p_nr#Xj;x=W4!4i}8{Y?znHM!0=AJl9
z7MrOYFE+CHwKB?K-Q~sxg7`KAQ2Gza%v!!^Xiu%agZ@H$RkSGa2o0^wkAxBpt&Q0B
z_6O26fkO1S#7FOSpBsfToWy@FQc!*~BUaEwiD7g#V_pusUt8xfm6s~Es>}sZ{I9Rc
zVUWO9M^V++;>+HhU7fjs7Vg+Y`}7Mx@x?u`172S$V~ujei+)K+S;S@+o-yOc-*-qW
zZ^!4)3;k~cr*xn7uJl7Z21DFm65L%$(qE))@C>s)4)WY+H3SZVGrL}oue9WaCyyMO
z|F@U>^VYRbdKoR0<&?`vs=t?#80U`@b$Uy1-Y`E?)>EpTX8X%x+HaN%{mT+UJYDfb
z_OSyd_Y@X|=#=As?cl^WIl`fMH2%z3O~TK^P$F5mgP)2!4Ux#pz=$Ot1E&uJ#%wFE
z%t;;&t{|kQ$;;T*Ii#$qNlr2z5;#2mjqwBxO|k92zBfnykWQ<}7ovqR8r;O)_g5P<
zRNdfo4i;+8%<98~0*u;xF=<LNWqHeGysy?t)yMANrXS$OX7ZKAF4tRn8m<X)*t~?2
zmbDnG{ByGUme-%5nr(vip6u+9S!Ws$nwZc4AJ-RZ+hrX;l&JjWQtHkqAMVZ6*nQcO
zA@{r*6A?yWgD-AOa-qvtMq&#adB1_>^HinUrlz_Y_}H7Bs%*;H)!*|L+?#^H;n}&V
z4*O@ULbaKhMS}u_Ak_L_YGDhZ3P&ifrNx<4)#N57%~adY)mGW&noNn0PEX%VxIbQS
zH-iuCAyyIgR2VfCLkDhDOj0jptShrp6v~qA`;5^qeWri!nOn~sL|}<M5I&FbU7UPY
z^V3_kqXRz}L2paYSE0xhiybWWn!|Hi*ghkM%#<m~4$=_xIZw3c4dkNpl^;ofJavfv
zymRDMv&*jah1rQ@Fn+1qbtv+y@`m$PjowMCi15KA_veQvJzlWNOmF<Bad*(rHW!-D
z)ZfIrTow}uUi}zTRs9@betG&!+xA)|<BSmlwYGi`{0c9<IALv8QPPtU-$Qzyl*6|$
z8YMGs*E8v_ZSL*LktcmuH&>654BP$UXa+=RXuq2ru0HzQ^dyNNr(p~4m{vP)RW}@W
zUm}Zc%zIYJ1YEhX2nSs|f8RW$s2u1`xLm`nv@kc<{O)$%@<mqU(%NyZS{Il?ptmGE
zMTdi8FUXzSU=rcviF?Z%YRU_r6fACH35eLFVaHuJ6}3hm97s&Ta747SwV&@gq$Wj)
zp!K)FuZu<L2bN&sGxiWJd9GF@{$70A#da?3Mm*h<0PT07>{AO&!bWu=)nrm9tR~|{
z=5J0KPp7^1rpirnw=jX$u?3IAb5p%ryD^w;r^=0b;>dd9O1+K`)Wd{KH&xY>g^i_<
zyS%6=9!*<7jLagfY;Ai|n+%q#u}Eqfk$Ynmducw~>?*96^YjU+vOhaix-uX@a?*i7
zG%YO38ymCA%Cd`@Rn=BIS6rRG`aoN$fbpR_GTWPnQ%PVlFfvY6<~Nnts+%rZJ&tQY
z?kSiecOQE0a2FL8TTg!9soSEsvF=;#r;ok%#3tcM|H`GQUgJ2Dvy)P&)!=qsT%+@T
zG*W-lP~QC~DrbNH^=n*?CQ-bFj(*WK2zarqjEpY<r&GC`QG2OQ>y*#r9M9JD3e_is
zuVK7tK8s{C)iri@4OiV$j^xd@KRyUkL#s`X&V1f4gr&%f$4F5(d2Ig7O><dqL#Glj
zo2<0B3}$T<G26B3>$71l-r=1^tPgl!oJ7A#CP#dRXgmOVFfD(Qp#R|QsWdgBBRrx0
z_eL(+#r|FOftOI_HQk7SUtwh4%UH;hp86(TWkZ~y>I*+0K0oRB7#VFT*t&5!5|DCy
zMYdw=okVX9^fx`m86x+@M2vswxQ1_}d0QNsgUgvN37Ri@3RFoxL6gOOQJa8NY174C
zFYDz_4QvZ@BsaYIX1XF;dY&xFegzZ_Oig~mf<B_7nV3X-60<q&dbaLFJJ5XaM-%qV
zK{xv4?$lT+Ch_E1vybQ0igZ?BUSs3(X_|;hq5rQQEY$Au`<s#EGN+HHz>%l=oWsKT
zIC^<@{En3wshZ}Le}HoSvG!w_3DT<7&*mu2=f%;bO^qI#wYkaJB@j*?mo^LQV}&6B
z!kUc-eKm0&9)zj2ryxI&@bUY*X3m}BMT|E4pVpZzB*~@6Ww)Y>w!9UrRqJ{m*Lb`M
zawP<x;>)j;2KXUES3j5&Pd?+4_Ejz;Wgq!HwO6_0mfZukVS!8_@bVS={H`RYV!tfZ
zX-flfrLO1flY_+zMf_L}7kJgr>9W0_uhQYtJa%|E%xTu=hKPg(n72!ARa~B~3f0r4
zR0phgQqd|1yibO8uo)tLRG5+-w591$Wj6O~Bj8!5N98e+sND$-G~|ahW4a)MY<TRQ
z5NJ;uy=udows*0(1`J$75!*<Oq<C8KRE&_<!3-lubF$-U<h<+Nc10K$=I4N$qo29O
z#hJ%W<PpU8(E_q0$vxeHG0T4|siLxVN+w@LQe%?INYv;Ndwq3k=Q8&CrFnX;%&aHo
z%=O%^pRWEf$hOc<qu%8)NHqqwD`H}|Cm`tdzPa&i-sog=`Yprt;xP9^`Gt<l@;OxA
zdLH&f*nB~j;#zl=s@pmz;pOgRK1|QyklfQrGxKXhGWN+b!$_f|_>_L!Lb-|LDy;F8
zI8HjwgV$g|NWHWqyQFz_4;wZ8_Q%;>S**2)ub0Su=<0w{mLIv>k4fogl4R~HFow&s
zO>fPtnRvO}{%}=+VST5c;}g85-uBlH24@d2*OSgoE>Hb*U^{*tBnFQx9`T7&T>50j
z$d@rS)tCh4Y>UX^2xe@7;dx6&)QC$EC*_4a7KFDR+nR=4MndW1U)+>ms4zG-Gpb)>
zdzG_=R7=W9+e?}J=qp~=x^WWuu<#NY@4BFSQtB!~n`u1UaM8^vT>AXkFrUR!rL~D8
z&SkX1m#Z6BEt%Gxt9OB{{UM$Mb2%<)V4$*B_`33xxA|K89?6dNqut4&_^tAkU`*0U
z-XFRxsNrjRfVJ(}Gtl4jl^uC{R-^A_BR#22%2UZvQ9Ceh{U*EZH^$t>cEy~k^h4~^
znDK*0z;W?|hQLY$`kL4EdhcE{VoaaMdJ=zg_2OiU+jjO5*wRXt`CP%(NRS;!A3f?t
zRGH%7vIW?$d*5YIyHML)HY{1tVwetWX=&NG5%)rwUP<q{qCXiw<xvmv$~ogKJJs_h
zB`k~!B%jDtppbTmcJ>g}=yzG#z8Sk~2_UD6S1x6pR3O<zM*I3MrbBuOUf{E6-R#j6
zHZl!QPI8=eA$zX8S0_yG)r%yMWb9m_f3!KE=whqz8CFBTlqMwG&TTXAy`dE7^Z9BV
zxZJ^p2=D0^7`KSHDyu^(QIN}gqo}FHTvOoMrh60aHgpOsWd4qpbSM-0LDrH3Xyi2i
zILopvokHK$W%Vo<d9~UC>8VQ-p=k9}OLf`I5I3GV?W?(wKF@yDQ@+=*HK1LyOPyIz
z@cISmp7IGZ#or-z&_T98rh?sdb#sI~TYJ}B*$+jQt4M|t%ZNKW*RwPo*HHM(!hg#Y
z0~vUZW9@`jm>N7HceS0Xuh7X_3rCF!+T@O;x(_pF`c;35e9i3Xiyn-_EsrUW6Nbw%
zT>=xo+{tp2HORtsAFKC?2t{#GS88rq8GLU*6*=MFtg-Kd?2@ZpIvmN_O%qe)30Kqv
zGP?^SD{JF&wH<VAX`!;lmFavS7hCA+kcJ?QaJU-Sw=ecTtLwU6x2Ablca;|*uP;TA
zXM4z^qHRuS_#Ggq$0m4-O7nZZ8U@fLaQQ&zG=X!L6rtxQd?0~C4Q3}n>bmwGt7jc+
z4Hvtfg)KAV0gHDjy!Q)wnp_>sFq}HVe&JCR`|MpS2y0i=9<jXin*J_H-mp2U^5lsH
zZ%7Tn{Ihm6--1t;;tf%n{;I!_tbQb1`P{kAI3R_=&d9LX*f<?O8WpCcEQTci0Qn4$
z)z(hMwt}|A>PQUvFa^3vH{Wuscf|BfAy(5Y+Pkp7^kY=9y^@u>uQ4sQhgoWX<#TZ=
zqRymKc@;fIvQ@*)#a*MOc1i^7R>yZc$ec%kEFkPYW!~?~wY>Ai)l<U`m$!wBFDQ7L
z2RX@;U~Z(+>7YgvamMCOwbDkZvRjaQz{g#igWH3Z^I~q4X7(II!JSGjpbUDh*m&6e
zbSP9Y|HbShp~rBEfN%+v0{dT1+7o-A2SW=z{Bb5PRYC%`au;HX#|H)zIrN`(CVgi6
z^j%n-^Ty@|n<wIVvT{)-I|SDk-H2&jROs=2_eII0L-fxqo?)or|CfmRztxqNVwS=^
zoD=)mSQ8T^0w&r`<(F@F<7v@<u|+w^e0=-jkTSyTwZcW)Q4l<U{=Tvc<64%%6ckj^
zK|1twdwT3@dtqMh>NE(8WRsX!`vLYQuk+@l;{c!K6{4W1mQ(>Q%i8R-wc}Wkn|wMZ
zW`{W7o3l1){bl3hQ&Lyw0nh21NlKb|fW6CWyS;A|p5QTC_AoxjlhO9}S9a5EgXMNC
zK`m@@XlN19ybD?$TQ-i`S~CK<)<wk&8rsO=p1l;$ei-Y`ZXh5L&h1S4XYXSRA1gDQ
zKwfW5PhS8ZHTWz^m!n%Xa}Gb_8~tjT4-F@RlUWJ6-ZR&wxCYuB9tpKn>UOW$JJ4ef
z1lh_S&IElFtoyxjv|6FD>16d6bITRn2Xic3SJNq}&5bo@v7y0@p|1FA7fkb-V9xtG
z6x*(01HGp_XPbBR>d5p>s^B!&vovq5%O%;pKA#)l{G}iS|4m}|QoW?DdZ+*LhtQd@
z03btbnOo)@dlTy4on8+-8>+n9k>WKDilz-?U}e=kKk&<zo#;=v)N*v3`SH<<;ybb%
z$RR1R{kOk=G>5OrX}0@mfS@+Bz%l}gKxLH=FMwomcD1V6Q~pMHBb~$!Q7UeDrv33Q
zHlge9JIhVbQSXUs#Nzotvm<b13g>qasV*`g{I!;%DUn$(V6Qt@B1!J`C4i-FAF*xl
zF;{_v*J~P)AgOTP6&hZmS#dsb)_d7E2Qy|qbRY;0Npe4qNt;CwYEzT6Z~*70t}B9@
zD(9{KpPw&veRdL3Tz|gde3Irgo*?;DX_aSnCM&#oczRmceK>DhTPt@c%YWWs<Xrr%
z?)6X*-j=Zb3VeM0v@2Rd-{C-7m&t(~q^e%3Q)bwhd<T{3_P^G7(17{`J!I4yKX8Vp
zii$Ielvr3QhbGQfL4xC+4RyUB8y&-Zb~@*Xq&Es!2hwG)S0wg|PgNaAt3U1eBtG(>
z_5F?SPkfOtI6ptr*pM?(rQL@sWDqI|semHFvpWPUQ*&HYgg~LQjsY_wHek<{&YuY)
z)pmCKHG$RDqpQpU0p@951$7BFOKnQxZ!0obU=RrxmX`Ez;7Bfbep>U!+|n|E-`QH7
zvq-m|=1A7Wgu*9j-C9QNbZ@TD`ugGooVmJMJxgE#L!!1`G(kSo)tFr~x1-{0aW2c1
z2w|`8Ya4LN{B^DFnH3$gyi5PKdt}shLWRZ25FHvCZlOuf#I^H07|egUO?9N7G_>>0
zqXenSJPdEX%^FafLc8zhaeQ$mWWdQq6F9i8&vnVKW)1DvXI*0^^h_;P_w6AMtu9Ln
z?MtZ6$mpf8cqVpE3Cldb3AbID<60ud4f(degeQ%S?bID^Uh<BQhZ73#pUyN<Hfw@%
zwkHz@9+6xCI{8O)VqzVm55gaaEKuvi{+sKwhgjR%>q6Z`w+HEw&9N%=>wWB*O%jP+
zK7=dMYwBA@?Cav%%eWMHoVyaxW28NRhR{UfnDsAPt;o&I&51;sHfzpwINp62D3vqb
zlJl;vaaNb9%P9L2aB*6^U-RhmHvoFAY|ovk>DrG`5EE;irg4~_?s-4$1oQ?2LpMXW
zY@oUJb&0L%OjSiffFI^YS`S!0C72Br80%Y?A`FbjEQ8ygZjF^d4!NjETKlR@2Anz$
zN(7o!)zom_nVPMC>#nk@f$lFR20oK;;U4G?w+b)^q-`xz`A6V^yDyNcE6k!)i&yN3
z@HWPh4IPPK`c6Ii9{m$UqT~G`Bg>GDLqS?hfy<5o2E<rSCu=I-<&y7JhwR?<u~~So
zGFb<O>yJ|JgPm6r6uoiu8vJ(iqBHPdG@eLZ?fRXpSZ;Br!Q%sRd`fUZaWN7a>9yjs
ze5&&o8g8tw5+aSs$IEn)OvHyFrMk)G*J8~)^fd>42efY@KbO=xG4O=jxn}Ob*i&Hd
z)XK)D`MN*XdM33FIiJ!F@nVX)rF{D<2QTy*FH_B|XPWktI)EV647ByfJ1zzeGlix6
zp9Azf&aZn|n(c;`-~ujOIm#P-Ni_pLHz|)<>&&{M6l7(hV7eX-!okL36qINmn(8Q8
zd1T^Dt`|QNa5RhDv=xSn99Z&lvbvp=$bD!}t1#_*o_T3Hpx*?YtC|q$z0ua3TFW6B
zNGV^47bMuY)pX`-MVg#p$?O|n2o`j|o1d@B&$x1Po$bsN7FZ5~IBC=Dr!x{Vs1Nn2
zTirYt=UyNG3citsclu-&^4V0>bEHukd_Cvy<ZJJE|2fs8A+{s;IS5U6{>5p!hx&!M
z!?C-=5w7w<L-J#q^1njkm_4fzW34L$$*<moCsW+Od7a$P!+Q7jEHTzO^17;G_WUH6
zMe*U~&?lKB58#C*&#RuE<PUUJlMEXTG)om#dkh;XF~}L{^*mX8zINl%Y>szAUoh_;
zidytP)<+~KKcB?&G68hiI~||{>Fm$?Vh0zW-UU!5o@emj`9|$_;uBi?XPv(rYY!vo
z2dRZs#P1Sx2<|3{$U9UEZA3V%Q-z@YA)xK^08?G>!hFWuGI)y`%KU&W{6o{AB;lPu
zq%YGF)cq5uy`J>*#Km$unn~nWUrt(vam7)ZFpuGxALbaCmQn9wg3j_sPa{_4mNCLG
zh|fR_3gNF#1%oic+C9^Nem+7&g)>*&D@Piqmu)EWdK)aV%fc<GcbQRKxT>Y<k%?tb
zgpq_*rbfA=+gjdT!N)_(rHb0d{a(c}Uxr6?`-lq2uZ2W)S&C7A{BLXvgzJZ<r*VOQ
zzt9&eP|%W@3zsXLO@?tpxsy3DNYWs{lxcy@+*9hV64Sur1qDr;p;kDgKV7Ed``a+g
zMd%NL%~pRgAneQhgn`a@WrVZ+^`{NgkffKAUw`q?MGZAt8NO;TTL2p#iB_~uxk0Vu
zv=cg1qP6GX=gffhOJcc_hvEY<7UphYTpvWErjJ1qM{n_0eomLwVF82iejP|fg9I0k
zs6PBTC81`3Sj;40|IggfP|0k3_vOTc-|>QE3o>Qx?KjH|eXZuA*U(~8WicvoON*JE
zK{JS<KUKV^nlzdh1-l+S_I(|E3)j7XXI+R|a{WiYmo})F3=>Eww|-zQeJ_-S!Dp>3
zpAFP%R2!+!S$@m+8^@H$IHZy>aFXwF#$Q<^VBq&HRIXm?<LX)o#-|AHqWnVX%GWG~
zBBr<fPH#_oj)wL@6xHS{Bicm9j8@7AfJzfXeXS2Hs#hH8F|fmY9PP-Hpybyo37}ZH
ztkwh9x~yQL`c;#*cNAF|Yl8E3QfqazuSeK$?exlC46Vc;&F#NGd9>8ZCX8A7T`gei
zLwR~)iB8)3EbC>R=<TBs<OcVGj(5<3Y6Kgq2r#JrmzVD%s#&0}fLcFZ84$ud6C@e<
zCwRJ+yP9C!=}3pGgr``u#`!%#WP&S+P|VJJ9p8>FXj>r$9#?FA!J0-BBwFKh1HHsK
zEw;V<3_d5J1&_anWJB*=eY#PhR1x{xCHk1T<<afN`*%Au#^Koau>1*uhKt`bi<*GS
zoq`lL%-2+8dMc2XWe>`cGZsyFBkzmGshjXxe@BvzD2DA8Zc@Ug5|T%_YVBg^lAFwd
zia;j)GHmTiC<H&UhWw4{3uSUgp17B_STFj`0z6F;=nilB$g83ZV9$T0Pv`~y=e)8)
z|GhpT<KW|`+;W8yQ+OxC#Qc5&H*#2poNwc7O;t23-<pcknAp?8EZ;-JL>m_aauAwa
z%Z`@HoyBfnBB{oV-HcCuG;ow8TuQ90FBt|^oZxq|HB47N0zg0ghY`Ztxa2-Y?P{_~
z_y!87!~mS_QLFYM$P4Hs?ydw~;WN#C8Pf+o7Xl%|)-uyB+sFVtMnP+s4Wv3Si(d8@
zt|eiGIfgytS^m4NHn<o)@+y+HbuYhzirNhN%jEbqES6t=$wWulek>?j6wm9e@*d%B
z11;;%KtKMmxTHcQ(EfDjPXP%do>-N}U9QP4jxOnK<ZQM^APqxazLD;IdU&>UJ_GAa
zXbuC(3Vj5pOthkT#!HH(!zhU07xGuSyt;k{LDm!)j@^H!yZ@0t{>(bfIQUPHY8f+&
zVjF3d3z~h}OENfs$Yr(H_H!kD#1S+n7C&z@m)W$?UIpD<5oLF1*no+x*2TOq0nYD!
zi+#1q_AS2|K{Iep^I1ua2-yf&R^$;k#y>}O8Q);w<3C0fkRBkZ2g*TRDgzZ!8S8y<
zZUYsw_Iz<Ul*^pZC$;$S)I5Cp&UeiYyqOt0h-5Tf4osprrIap14LeqKX3ACP?MhUy
zKQtZZaZk5q3;|i^?{u!HN&A1Tpc3Aer(yMScB}mgIAhrnN#TMol5zu-^`>{-i#99U
zH-B1E+Q3$tBEC1!m1->oV|7QmUF)<3X*_oZXVLKl-ZnG{4!KS3&&O}Wl0eHB^y)vO
z@*{O*v8;Jtr#r8PL=SE@Qpa!8M4GKO;KCe1C&6Gw*U66kHN=vOi_cJaML$7}A+Cd*
zsQnImC~nfQK`b9^Z9{$}Vgh6B2+XR;LO|M~??5<j=v`9Ps79BMO@F&oWa8I<V30jw
z|M%h)B`~=6r&P#ziceV|*)wlFR!<L$^vrU1eEPGqQBPc{DNizZ6>$%Tj3G1c?Q1&!
z#n^`t3I-d5cK63f86(9m@f9q&BCeS_KUe)J7oi>mR6^ARnOngBj02e!J&St|UvB3x
zv58rf=sO1{<euz<5=_k{x&X>gV(B&zc5y7vkR`7r2XAJ&hpVc3avYp|H*)cYPrRkt
zRb{X1;?$WX!i7a|Ub*a8dY{_av3h&9`(Zg_g)#%hj3j>N?b<a`Zf~fndg0_Z`<aEb
zOEc$_Zuz7dUfvok@>#pt$;A$G&Xey(xrw%8j@8yv_7_Dn^;+5%7Kfqtn>P&^$85Fv
zemFA{UCaY}@GCL9rmExdnbqpbYS%YY8rsce)i>F&1%b0<R{g8FXFc5rl1M&B0zt%J
zFo06mV*aPDy#aJ>8AQ#ioPB~UiPQDxXY9t&6E&6y?XDky)_A4wQTeEO|AK^K-fiSr
zoQeFDUGMoCnUMRT`G_3!Vk3t@-^1?aXs_366X~*RS$E*)SV52gJZAfH?SB`hDAhVv
zfCbZcN8UZtS5oDs^UPNeo{|#p=$%D|%``2VbgcI3vR&S+%~hAX^v_PH6;HoEkF5Y?
ztW0$*CMsL}hz10or}t5jiROzmr@>I(<Y=kwn{Nj{?*0PM>vvX)ss(2eZ#SS@r0#7i
zSz)uRN2PUjy5WKs93Wk%#RHfQ)NrjJ=T@bD|68RN|3jtPF^+&qMM?@B8Rzl}XHGh^
zN}bAL4*>0W7)?UqJSX!2rCKjIo=N=l;deE?d5oN{b6)%X^SY$@RL<Qe(H`-&qF?Y+
z0LR(a5J?K3+NvtA!>>a?qft<&EJ^G}c+OEk9)K?Z@mhh5tp$aV@Xq!qc>q-<E$x{X
z3dFHq1WvYaD7c{H#=Jeq+2O&Tci!BL73Vryr!Oa9Gg=)|2{4CuaLdaVC(sAuGr!1;
zR^ZPobbd4GI&hsELYX<SfJk>Vw6gM)?^6R4^Sb!L$a+i|DY}t$-dtMg_ozr7jF|8m
z5BAtonJpjVMCOyqs`yDgR`ZJ4^S6B9)g6uhbv}od>_s9e7LF%QR!H6o2V1G`D*qb6
zr><zme&qxZURLnY!N;l#a)X^54={1<T11H{A)mupGoX97=jt1ZnXBA;o`9##(pW~m
zigVd7bt0krntgtC{q%(*#Z^r8u6u_<r-Z+gC*W<T4Y5jTc3(>Gp$<L2yK0)9MO9RK
zM)Qs86AgBznG^IG7%!hHnbm(Q_t~>mn<>?21zXzQfc+BBb)0(jTJf3nZfcNTo+r6g
z0ROx=+vB!a$}3Iv*au{Q8EfjY+Vsk;&K-oQ<qsK|zS;2h<6XFj2#^RR9nMwY17(lY
z&rBtV)GKRgMG0|&yvi-9K+L+;r_);$o5>pLHCsSkrs;fqxHS3w?<$eRv0Md+Y28{e
z^^_X_t<&I+Mm2Ote~lTOSur3Sb=|XmdROm!pq~{KM!~!E=_ovb#|G-I*#%Uj@S7W#
zx^ne>HsEJ4X8p4^qlvdMu+{Qd7Gy9`r~1%TX$f*M()McYtLZIc+5(nyAOG^c;Dnlb
zO?1E;k)1&+A170e+WMRUU~F>V%w5JCoi?x5`CD3U-XJ;%N}4u91bJg3kH@)FT;IH2
zl{Y@%Y?7b<ARho>g7X^>aXXwsddO6MnPEhyL^gb-%ydV`qt5xrru4cR=c9Rx$Dv8;
z<(;?pw_=6}9cqj4hK>;JM)`#^&hW7_yP{$WcIfY&8n4zKUS!?baWwDM+GmAavX^go
zmT9-^*MM<38A%hm5jnz7bs9eQI-9CUB0G|bw&DkBeo}-$q|`060^(nm<#G=w50C>7
z+g?Dv1Bz_tBAZb-ju({&x?b^o!19i!4FyVgvFfmuX69Sk0o87-J00FbmQ+`JucV5Z
zF1Vh5Gq|f`w$+qkmF;NzP$BVUPymo5B6`&7uKX}j!sIyHkz%nNZsp_FcNYtbdAURV
z`ZRS9s5krf4H7L|+bu6__l^%vii&$(sy$U=7%Q{U{%oMAel{8+RQLci)SuGVU+m;m
zA$6)oc&nMr_L^!og9>j32M5cMG3*sSXLsERs566t%H_T}YI}+C7EV`H1ftM^g80b{
zNwdp1nOU-X$7<h9y{7TpMX~r>&8eB%Slv0>>{>@gOqA@4NJ7DcEGr6Y3k!km!9bu+
zHEi4TgV#xe2IRHBXf{`51MeU~Q3P*sE}&YN1G8UTg3mFPTTk(W6WI(D*3`zG>SKw)
z#2gxhBpC+#6mT5lvNYew{+omE25aG0KB5OIa@J!CgqYYOpn%n%9-wQZJ%hj87;I#W
zk<^$;*KQhL`h0X=rdsu^ir7AWSz_Vf_ep)0r`@aq>9*0BcC&r(wqO~t`~)$^+BBy+
zH`E&)n=gDz9<l>cUK@{&+ak?Pus~#7UJJdW&zd<>0#>gqUK<$&Z+Yl@!>?m0Ca7@&
zpM?pqane{Z?kbqr*j%q^Pf6a?d}rALJQ`8}l^FU@DzOH;s&m++f0$%y=p{dA<0?2c
z-+#FeBt^UCBl?-@+}&nZv+O}TUAL>jjMyYzyXKv+7Zv`<K8-r-oyO*K5|Hlun_i&a
z*LtQ_PGra0ASu^-PNHS2KT&~Tf)b6Lx#?`098uX82HE!TdTf#f!$i3iF&rkjEkfI`
zVjhe4E0}aUh*L+Q>%AZThPV%78gmVU*T9n}@+ynJOGn7Y+IV|h^&k=*Xbc28y?Ks$
zmK7RK{U7Q*&wSkMz6}(oGPP{ajLx?>gLj+Oh`@<l7NbBay8=p|9%m(ar3*k6PQCAZ
z<P+e<h>M~2K`y|6-BfNZ3aM9qk%(FdHWb3p-|Y*0_J=D&pC6p+R#~<J1)|i8qog>K
zP%?q5A^#E<`g8E!#%wpbruMmpHDs3HJ=KbKAi?aTEP^8ymZ#rA5)6)1l}uK@lqTGD
zjDHq3=g}dTs79KFE7qH)j<g|1VF5rgopoBCz!tFvCpB4)`B5N`ho+}JYCDN?$vohA
zxvFpXK@dT^`&kMAI>cu7Gw8nTo6)Q=CFL_3e$3ib|9<GOFR6OZ(tLNOMqPC*oyt^B
zc)7BbV_B396=?8$5<T~w1=c3SE>K6Wv9Zc4+HPEco$@aqi|JmTmscOo11}|LOLLdG
zCB9imGMLSST?GCYC<}klGf=ZT*4HNSBxJ@IUh!0dtnHPI?B*=^ZS#TB>=+I?IAwc&
zgLp*Qw&o%I+xGqlJv2y$V!KqZI@*hj8g-8nMmPcK6!km7c9khGKQu$w_w$<O%>>;E
zF{+^aL1QEzrTE`yRX+0M|ARvQNY8n(%a4g~ctznq;+LL%daj(sa+#4xsa8pLqu%X_
zSpPIcExc?Lvdgw|)z%dtGra_9#%w)kajkulS1RJrfm^@1bD_dSkbK2SucwBC)kMNS
zhdQH32k(JSoy?t46z7&Yu<{}9-h1*#E})t}{;~&>cwR)3Q7U8l#(uyYFVcLo5`NK!
zr{pJZD1hH5t(^yxXd3tgP3Te1)a&*RI^h>#>k+D4TB}>*@F;$wL*YsILhkuiuRF~j
zjgvq0AIkQBKo8c+M^sOHLlyn9V(z}JD~6mvXRPVWI06(vTPsRsm3`#p;XGyh<JqL%
zBNJ>H?NP3w0An#9Hc8a^%$5Haaeye9@~MovE<Y6A1hD|d|K+%2l(NZ?|G$dr1VG;-
z{+!s4CcrUshgU+ubt4*W8ZQgQ<dlx>X1XwVXiQ=&=q+a04RaSW7_?iaN?FX_8F}MG
zW|u^-xFNdVhvHt^p1<-#S5;2ioTigf<;iX#WjW<=jlMi!2V3w26q}Dg;vLK7Bxu`J
z3l&+Fn;xOW!&9q2P{#7#^77A6<Nr%RJT8Fbb?&$k;f-)5XDB9ss?OE6qx7bHsx`f0
zwCUNkDv(^5sq*l85IP0k#uaYaGYmYTKA$zAZN7QQt#r0B?GdRm`YRl2$2kWX@EK5!
zTgFN!k0;Mpnt>x;-YuEe8x=Op?CzlWaR)^@0Gja!<WT&p{Xb~M;}~@M9yN5YifXGL
z!3Cb0jY{HCI4m!QS=9(2anCcOICv;+_!uzaNM_E##i3A{X`*NH0c5fP3}2W8X+_G_
zb9z?5{q!tUn1$H+Id-^r11l`c@hA-S@2cgq@hR)|Phe0t5lZFDby&g!iy;&lo(IP5
zVHQVPiX!rfdh!6h%KUhX#w>=w+Z%tT>QC1IVg5XwBx7Bs3QKaOt-AeDs3DtnYM8xr
z`aUN(p}_U3u`rA^61NL>I3Fg`r(6btd~3%hx{6dmNW^lwO)`pz1+HGctJ<J^D1^6K
z*RLQ8e;lzQ%d}=50+S+`VVBnzu9ipluGrsSUvVBdU)Nz#{FqE$E3ES1R{M#f21*hI
z=Kd$Pyp2^9Z2P?>L3dYuDZktrGWYy5BH;Tbsd_=If`y%Z(YsE<QzY4rs<n(}CjI4r
z@uyOiCmRXxpNwtcZz+GtqGrvgLK{z?#)6HiJy*?o+wxNQoMQMD9jmrMyH}P{1A&PN
zrZ%Y~yyCaA^>Bwq6Exesl=2?BieBp!WZp!|QKbFlW3iFBzW}`XKp03VgD}m8(EX)<
zD*j<grYw`Hq~{PPs+c>^gazYAhf3l<(#@G^oTlXvj@iB1@Ziaw+Z?;*XV!j;<1p^;
zNdF|)!-?gb*xPoEyawGje17|t1534~uPjC37!Olc*g$8z-%*)(Oey`<{Rs+_u+IT<
z_3~x-@YkpB<I061>la<-dakRU@+HZg7?nXZB#NKkAJeH0zE$&1=Aeu3?RW$z=JT&C
z6r&ORH(9+6U0HwO7IIc#!sUwcKMC5Fv6$&}<B(Nm<5`O)jSU?5WF_=PSkH7%C~fAY
zn<klblRX>lGcUt|EYc*<aE_Wa!`_?jqE}vtS*3!*tjXPP)<Jhp6y@2_gvW_w@(a+0
zUGGz>OtI*T*1TPmW8W|G$0{5tfTAY|3~|tQYgE%$9I%8#n32zDV;JxL|5^Y5kl1&o
zI^J*lM)(z;Ygs7uFu~9+C7-7C>E~-&*>){5Ps2$lp`Hq6F+Bs(VNr~KI(;rv)h16&
zS^JC5F9;4{3H*}-%8!OmO+{Yol-(;t5QAWK8N&U>?cmM2`cE_KgK}JD+HkeX+5pDZ
z1oyP_sN6EkbA}^|X<pnW^5CTikMG?|PtD3NsKswdCW>RBLi}$6{@CkZz=SyuKjTnH
z_Nj@l_yW_GW|cL0DEqVGpxE!DgE(XT$=Z=*4J>n=Ulu8aTVaY#&y<@<RG&yNEZEUU
zvmQR5No-@WmW=zkKNvmGPeD{urZc`6FPUTUsY@C1+LkMEO)1Q2Cpju2AqLGwPEdtB
ztd^53y81k9V^A`lZJ1?ww_I#<*dZ2hcRl38rXgN__|M$<pTPQpV@L~~A`C@aw4yru
z`B-8-nZXK>uLw)s0_y`BH%i{fdz`X}n97QrM7hv{g0OSqFpj6fbr^>fa}%-*!}hP_
zU@TbPZPsJ-D_NGhFZVVb-U#@su*zdl>r8wWNPDY}Z68<g`8&&tV!3z$1!q_=db32f
zjeY2*H!sG|^h%E+YkTMlWvEQa3zyfMyg+c7-@VP5!x@mt<$sniprKdyYyaSJ<`Hl&
z_s5+66}m0QI_71aVx|Y?2m2Wb@5NsUh!+n%DGZU9rcGunYpZ95y^rA##19pHyQmV@
zxKSS9pPpZ!;pg#w_><6M2H`LbLP0W$Q#lI~FqQ#Ap8~G6!nviKKUu4VO{ApesvgEt
z0wm8Z&7B7E89lwKt1{f2^1QEGWB1U|p5xqZHR__UpEe#G|2R;<@V$J6bj5i^&vokB
z%-lpO;$J(-zX);ZNXx8I!`H3Ak~FJY44L_E3z1VAeb*z0qf(bEn`<wwiH-e{ICl1I
zM6yXDdPQ~?&oaVbO>I>DK`KS$5Mj?MY}S{P%t%?lqO-a&q@MAHtnYihu&5rC_fKkU
z0xCTJ40NDc@i$?;-2zR1d-^WQ;t<t|<7?(A_{E4z1k)5TEzyiygXqewC5w8THUjW-
zQ_=#m%H3kgJ9IG8oislRccEvkCsu!%{gh!N&z=4IY!?1ZDvk)Bh8(^T>Eb79VmbPh
z6*}_%!GwTYAU89i9}~e^#`~NSb-p{OgN_#sP<Cocz4jvjK>wfbEPDPcK>l!k)YqM}
zk2LQwe#paqjO*^nqI&lz2a?*&S7bYEZG?o~Jt{X~vx&Uqz#RM05LG1ArB2e)nK_L?
zZIRD(NTifn;kMMIgUz4y))+b@btHRdjq<L=WdGwZx$q<?NIM3{M8n+}oLR}q&EStQ
z@$sb&ONF>o>*|Z@o@cPj{pLT%mj$4FhSH7ycF{;?0f484V3X?io<!#*xefb`4VrNv
zH($Hvu~b-j($nB?^VU79obfEn3WutBu5!H@8YbA5iI<z4F#osCufQ@RxUyV+hOuD=
z1HnD?W{1<JOqOdKcpZ8hhlYlo_O4{=ExvgZ>m0i*g|l&ViLxKV<z%SqU)SyhqBfHc
zP5WOi9^v-YV*|w*w%d{*D{!3s58w;T?(=w(4C{sp#W;V4mk!x_%2{fzJ~#=q3O4k?
zT;I1DW{PC7c)H3$baLei@q>Lg7d^X{1I<LvWK215yB)rEYvgaqq~|I_>apBy-nqYt
z)@Rmbc*(DDW1N{#%Gn;hqZ1X*Qu1(Of~uM0LRaAocVhUJFu%lY(qnNo$NGQRcS`W5
z{vU8N)6!}jJk}49Aa(4$(?RC>swQ})8V}4dujdvXAHOG`B*^u6w8mar@VX##=8!q*
zieG734GLGPc7uB9(gJLjRj?tj$BR)f@dH%ELpk`H#sHoE<i_G+S*{jY5A4_w=~}z+
zH95Av9Zm!Bn!@cl58W&mH#)0d%=E3{$R%|MF^t^zQfz#FIq+|9(77vEp3{DpPrnIK
z{~|8-;PGB^?PGH2diz@$oz_6W1z)!lchs@X-D?vGtJ7K;*KT4rEfwl?XFn*z1A{pL
zG4`Hno7~p7j$xd$8%8+yD3{!!5@?1w-@EbX41jX`zmihFF<Etc8}*CWt*&%s$#WiT
z<W{jZ9nW8_EtJ_@0)DloTZo$W|A46JwY4_C0gv*m4@7nB`5Jh@r>QeCjaB(*aoE`>
z@zT;XQe@soRdwule{f)UG4u(q=pEjc-9?GKLPMb}=+96#<rLl)fTKD#-2@kFyQV^i
zU-QoI>!X{IB}0N?`e)1jHZwPHT>>)a6~M|1fVF<%Gh|hDwf-M~3f4ZFuG02)ST?d6
zw-#QB@bYmyqtOhWJvj%zFd48@G2EH%1N`5eiQGxpe8w$}uKJ0!@rX&8IC5v8>a=cw
z*~)-WSnKcgS=0wyj--O$7fvQp6P}L!HYF9_DB=u%o(VXLvK^NI@6YV5_s85twuey2
zW1X2dMN)ihj8VNv19=WEt*owANad259}X}-UN_)faJmE7e|#zp+xZu?yW$3G5;G(B
z_l;h97gZuQ-ihP@c!W~sTUw=Ri#LB!`F2{R?&e}H^<_u7{3%rpNq=~bH9$wc_ZbFI
z;JMhkO=HUf5M}$RH&@0qJ7D@$F23^DW&G;&5NSXVEgp6KHQ)D|nl9y<s#Jt!Mn29M
z`E`f-68+}=#s0Zf#^1K1pzZs;@$SdCV6Ag|c@-6_)h?|{b3RZCbojWWKM$~%*8)UI
z{1_nY#(LXntPX6EKTGf)Xg<(<c2?ZYboh$|dC(ZUZ57-!A%lk2sdMr8a-^2CDrqy&
z9DreU(=(A&u1KrPQwfxP)@Hu^Gs@22!$l90PktE{V97HIFYnBoB{(-^3?aAU1=6tR
z!p%6kygai?ZrF~cA7EQC_RcTb78943ufG&$ygb`At@_(>bP70*j%x58pj=d5M1B$r
zRD%EV9bpHWk9JaeUBo<_+Bn`FH%=1<(3Gl{mZ*3_f)HyIV4y<Tj~26(0IR?c0K_5r
z?LeRuuhYnFeTkY_FCApQRvWxoxH>A5n!{-mZ-Dkx>xpL95@u#wBB?kG!pUz<uJ&eT
zH|2-^_Ll(77XfD<NeVuSd5vNBx<_6$Z$3TiKC?&4NW5P09wuHAP@*vmvQnf;x^js-
z+RV6G#RJh`u65YPxiLu}d|^=@eLJ$so%g8dpDw5GfXiuD_?hSHKmu78kCI^O6lQNF
zjy6_kirWxyR@U3xbkVhkZ--W$Q2AjuTvyw5+Nqg8xjmQ2n2THhqcs;RawP^ZEx?9q
zhP-+B`N1Lo-HY1`F;Fc4SQb#+7yu-<Q^@~nx0#iMr*hc2dRL^Qa+n2)Z4k+_pp3d@
zl+J2%@kp0RyXn+_LJ)w99Ny3|yS?-I4|lvKF;m$4Ppfw?%t?r~1M=(^FxJ3xSej$)
zV7;0a+^H9}XlUu5T^F>S+f{u47u1wbcl=cI<;RA{I7-0X5{NrJ$fj^%tgpaj#~PeT
zDRyDTs;s{du>}}}xLjFU#7DtSo+?z@W!-lORTpw2g(@@GUFzX<)k)QE#<JsF99V1h
zn0)WPxiO)yfzc1-)AQ!x8wn3jX^@}Hz@ns2?#Vmibsa7B_80mu(q#Hl(OOPjX;JF8
z1OH4uXa-NkEq{uZs|4k~4pvOgL=~vacts**oJoP3BK5mhYMPpX+8YAF0e(*kb?RMu
z9#TO0?H3rzQs)%9yTf^(4n_Q|w^I`H#{%5^M-M5y`3+h+OITvlScmtHAPf^FbB90u
zt!Up6PO0)c0Y#8BJBUtMy~l4r)DDa2d7R~ncrwLqzP$N<*ZU;c&Q;Zw%V-sLMwRJ4
zz*JrD_CiZr8#&ZX4CXh#5UwZS^S}TBW+k>!NI44Tr?Z<_ARc*_U!5d;alN|AcLH3X
zME(mNNB6tFE^WmEp5zD%+VP3exznTEnHl$Bpty5=Dv(xg<GFd`>8geybP^*b&so-F
zy0zna)pZ1ZxHsQTrr@DNO>%2+>jIFW$C=Q;WVP2KZ+Ja$4+RJP<QtnR)dO8G_=fl~
z;7HYXIrj?2XI&`EVvm)vn{V*CIT|C-b2^KnDg0xjl34=-SA*&<3N&wjU)SY)FD1Ca
zaS?LHq<Lr|Eqz!ntKeb{FW?kj=-z9zrqMQiH-9CPrH<K4B1e(IEGk}3crSY8i_tWb
zWOzxqaEtgSyHV;Uqjf4wy|QDFi}p%>Fr?B;gt+fr^G|)BS)L^*R=3gobX)Gr%SS3*
zAGeX#gnD2G*_TITOMjUpWyZw95jskzAaaLJ7$OW(Qg<N+ZY?h&lGNR@kGx+xuc~y~
zUUghLz|^#Nb6#A`@_MklTbOqaang#NB-P(@(_n@_&wIHC{Dixl@fJ<iCP2!sPZA(!
zeW?p4V0|PM<lViv1>Ea<S^``=@m>j$W^Fh|K}24=>88SrTDt{3;MQ7LJo|ab$djIs
z$3K(#wgLbudD9WR2l%n&m>lx9z-E1k_P2kDNSy)iYIm^##|+n}*qjLbjK`YHgXg>T
zt*hajCP#)V)*W)6o5dpg1UMJtm+0+&5mR)JhroC~hUZB9wt6IU&*r&}|JYdGb#B+W
zVgP=|m0Nmof&#rWbg`(9@W%~n&l4D7Xizb=+l-hF!#O`TpBsn1^h&{k=IY{ePj~WI
zeXM<l+)f)t^6~T`D;yw-(e?q8=7(RE*Vb7N|2F@i&d#BL1E%Slt#5bf!%47v@5H;n
zM@5|;l^S8M92xprIkKh6153W~@TpUBj2u=P&BT70)v43MYR8la<NW?cX-{IlVZ~~6
zM%6f<y5}@<xf8kg@O^ui51a9DeSdjS$-<;TZS0fCWmqmd;~-sXv@cWMFE#LhVI+cc
zGAytl!sES{kR``%&1_AwE9Px?AaAL7$Nzz5eibcUCpVb?aZ%mEnqLvbSo*6H@kTqO
zFr92LPeQf3#3+7Mv3r%~5M)*&)>_7Dntl9zbCed(XH6v0!fpv!STp3rDNA%Ti_v-9
zLiUh<&bYwgD>_764Hl9|@Y+}$LKideZpJXkkzC;H@LhLa0Sq&V)HeaR_sEYaR;wi}
z20nYi+ix;E_lE5zh*Pu6dyK7tx<m``8!_dSK53l+n|GhKjh5LPs<cd?uTotWv-rnd
zf;VH=-3ITVz2mKX)as9-U;*4HiNxiH|1WBJi^7b|L4K@6y}y$;AH{+1efQLgbNUpX
zKa;$4*XRkI?wZC;t1E(-gk%brn1}k3HEZFOu$a4@FpcIaLPg@0$;l8o)7fi3xJDN3
zKwHppibkOSX4a74;~@XiB5ti-XL0(o9tbYIio2A2!l=mvowi=Nail^AQ7oJIiP7t?
zs_?M<!^K0bf;&At#!*uy0S+u@Lld8gZg?l0Gf^fsz!Ze8pPUF(qS5|B<(8*b2y<M(
z#YN~x54|(@2(AJTdD|JJ+1>f7e#~E<p40uXUGLE4G;REXpXW2*(R-fk;)(TbkrAFf
zN|;GB4s`*T?;wL4j=A(Rs9bx~_QRDV^aOuI(FWpYGTBNX7Jd=X*d<oLpuA?1{d%P(
zMm_tL<??}jl1YmwH-2S$5!>2le@=#oPa3a(8xZmJmMq~Oo&M!iG>%K~40boOs5y`I
zR72FmH0!0oty(2)5(cig{U0pFj+%;F*Tt<LiMSPT@U0z45Q@)+6)SOT<x_HK;q?_x
z#Z+?AYWZA+Ph#46P5;Ot<?2?-E%w=X!Xq|pz2mKJqWtCwPLH2m>_;K|tdpoUxi#`s
zoQImLBe*lpfsM5*cqxnrQKzOydCDDn>Lhn4G8CHvVD`mFcoGto0hQWNw;g3Gm?6<Y
zZ#hB!j4VV=(XmO-_>-0`%_8Bt_5cPHz13xgo#OL4!~H{!f!e3fQB;LkjKTn6cwG$w
zCgNXlEBp@{5KqfqM$TMGlEL|CEo<Dowk$=y%=JJyGjQWsIg(VlDX5RlDoV$`*eHeE
zQiH)&mG-!et~_YeT#85pd+O~$!^_V(90d%FEW}KY%z`>HLq2$5Bo+ui?{3D(>j4+6
zwfFGf%@Zz|m*HYp!cLH2E}6~_G-a1}_vkztKZi90)M6sHLIQIjmRw!IBo$>)8>MTF
zhYzxaLOT0Ov%4LKTL+u;?(Jtk_!9uaE&C{k+TSL;(2R1qe_{MF@LT+;!yh;h8#yXC
zqCOV8b*r4J^_Ma7{3fo<+V3tS?9gPItZ`j}p0!;Z-9%XQG~sAoD;m4H%S=i@jNgwz
z{uz!*hQPU6m%~QcdqI5Ifh>fTUx2)+TL$kdZuD$m>X8~pynPZ?l&f&dq2gFLGvz1e
z9MbY6Y-FLZ&bAEQ7IzexR3^1ZH5})PeJYia^K<6C6v5Tk_c{cB56BL<6Wv8aLwrC*
zb0{S@@jqt(FrfWyEo4r|&tL+>p#;%vZcB8`4CvV@*?w{d!kugo#2`^W>2!U}b@LSI
z&zxfh#~6)edR8!w^b3*f+R6T4I$T+WDUOgA5^b@dqN`eJK{3U6#k}ydp<3(+62(xu
z8oad**<{rL_IGmuKdq%T1r(*$F6Fw!HV+RC*p=KjBAh#uORdCG&-q7*tC(s)xhZ!E
zf*;4sz#*SImL8xMPQV{)UXKJ|ApHmS`ZWl~)HgREdPA)*UYc(rkjY{y8q!1KX{DW1
zj@*p3HbC0Ro|&k~L=}gLJgZ0W$Ey11@c)40nyAbi>^B;-^!~2kxMLtGce+zA*X0R<
z%_*L=`h(IAxX2CW*A#Yxeer#jgy*kDo^FZ}zq*o9Q+^vNNyl3-kELfBDfySQ4tjJT
zPdoqP7Pb|mGSw=)F&H;&0tP)j63H61LRrIJq0%Jw|3RSUa>4ip*mfKz`~DBn&<2J6
zoms(kpu+>gK&cRmF8@tt`ej*a_xs#*H)k1u_UEa~*Ya|5+z&{!H;z-aT4-I28o
z4n|^r#TK?~cmL@!mTj5h#$-(ngS6oaM-?!b6D#K%nxv}yn%A&+#V1$RxeR*zyNgJN
zuHfQ6S7yF4p|(;3zV!izt@N3hipLO7$HEe#GnNe<hWWK9WF3kCCs_vH>C!xxrYbhE
z<TA+7J=MYUQV*}+f?FThOTax2xNh@QJU(*^d5J%-+Z{BtI#h!C@XIY1?H=}@3Hx`@
zoY#Xc=!)s{G0qY)$IUJH(uQ~GNVO8DyKnSUSB6Haozk{N+yi3h<e~M_4lCa=BVC<)
z+6r(&He2FreaLa7=thB?;XGR$G8Jx2Ob<5T2s*Kh^9kaU!^zl(nkBxFhq@15s>b4A
zQRfwf4O?jUsl6V*+BUIOXI-K0h~>tt*23nc9<hg1VR^Gh)>}p`gC#7y-G@HP=gf5Y
z_iyP*@$E?cahCtr9j^!Y2_iKpb6GcR$(*k~68<R8)Pl7s?ul84gZ8sapHdw1Gy~@t
z{$arn(K71$WRA1~8ZNXIPZt6flb1MFb3Lf%lkcm<GOx+#E+s^@7q;Q*<%QU_s-=iH
zqzrZX{Ltp3uJUM82Z_BWxfk0PecAa-FV9H8fZFzx#tTp9?}AVH+U?tBIqabw8vGIu
z-Xmf^wn5}*bC1nIv~8_xxyfl#um)p@qGF#3<Da_Ot&`RWaHo0l{3F{ET88@lnVc%Q
z;0TC0#>oTm6D7Am!uXorgmY^vIA<rR#g{D5tlZs6Op9PU8XLZ-cM_teS1TYDcwY?n
zFQ{UU1RPPrVy}i@qM|DK3|-><MwM1jlT1LC+E==5r|o+>_?wyJLCKq#Ih+l7;k)58
zT_JhB%QVRuhCD8epo2{{2L)(M`jI#huCaDtrgf6wPpuKJsThn_KDJW-vas_WHQL5@
z!k#6$xPea$EUCEJG~DkLr(0F%%^v-ZF;XZgovgl~ZbK1BVlfR`;C>eFzw<FrsN3FP
z&PlyN0Gmx6%BA?>Ha#fKJ%UICPkygwk>+EkflI~3(YPKUNgB`jlhGv-4pgG@d7Kl3
zVfWN_OCLIWwUbV~Vi{7YR#R!C)qP;#B8)F9SkXX8uhhavUe0Woef2z;=qe&Z^VH{j
z@U7}AUF9tBUj?K%;|ebQJs-NdAsAF^W*IHBU1o-@R4)V@@R`~PYY&;=Gcjx7P&%e&
zhEfOqZ_N4v_^-m=0u&rgFbepeK=_9;AbIdPzE?tx?T>-9z<e7zIby-za{su#nH%s8
z`hh!`{Bh^RkQLups%|ei*^$+(?L_o>G26A9JMO!h53uv^nV3~=qSZahsZ0VRmX!_q
z`5?j-4&o|heqax5*wJgXCj8l#;qkf4%T)H!TL#$qdPckS<fn)B`M7lb$~?v;U8Qk{
zOsa7sj_!CpqXY{fK<ZT(sD~-J#46}Ke<9beO`lnavZe2%j=JgWn60?~+)CmB1RzBA
zr<jre)OR?|DPrRsN`h7lLLH#$YtQRwDO4upf~Yn4;Rw!lm8|mJ7%9KNSs2qqjH3AH
zq!wIEMR|>((H9%y*EjJUb{<8-J%-J)Ch97TaMKG4<iN-)`u`d`>!_%@#qay5C@4}A
zf`km+4T6Ng(A^D6BP9$WA*i&Jw6xL<Lkbc~NO!liGz<um^V<VH_wn9!?|R?0{EMY>
z=FHjq?EQ_;*10F^QpN5(J!DbuNe~SGaOc^!7n!lA)j5P`13ytTobcm%RGQ3+*%dnZ
zaIa+W(#t``*&myrVhs=f90~ut^@uePblVd_(AaJ@J+exZCx%raMz>EU%SnN@?%*B-
zeJu)+eR$|g@Q^01oKb18eLp$xc}|>iPGootwPWvJ%M{$3b8}s_68K9$xe#T~aFw#7
zAfjYlO^3M8oxeeahDkNaaIi(~;Hfp`=(nSB?>xvUn1SiP0v5@|hT#L-{R+u{TiuBV
zvwMPP7PcKwbtgqe1}yNGq;sj8-`8YOGLl#DJUZW3HV&nr8Q05auAxoi=y(xW{88t2
zdMni6Dh9oba7xF6c}hd_;P8l~7#-{t7XxEsl_Zw#)xT_Hi?8=~V+b2M<Vn$y*9TZs
zvJ))t6SQEMT+DuOr~X<xRzso1Izb?;i(F{`og+&gzCy&8Un%M*mYAT4z%&)A{H-_1
zjmu1wCzrXujgDvgyPBy2PgZ%75`%*x1McUD?*Sa$E{4vuolidM)i5JR#jm_BpYIOz
z$G>HE3*3V@AuH9U!c7nTdm^lS9+K2`Z5mVcNLjeu8yi1*vJ}?t?puqQ*!gAD__Iog
zGbwB>itt~H$BRHbA6wn&d0|y=cZ%bL7IyVq>k7!DfkNk?x0?xQS@G~VgU05yn+K>)
z)L^~)56}Uv?rAXV>>0F}o*ABym5Z`x{*{@8LXk9x9QK0nXd<t@y`9~CptOF1H-!U!
zi9;*-lLUjxN>rn+PpdbF2UV=zs$E}INUZ<W<_;(#iM+PnM=^&D?rW4<hF<Qe!nI1z
zhUxCZraS(Y#n*y67%M7%f<N{w`n-p^qxPSd-f(!_ff?YSWW%;@j8=;0rw(dd4YRQA
zSpbvBNsI@mfcEaH9=NT?c3pt?-WwCzjYp;4X4@M1yv!gfZFIg;xU#Iprh`~r2scnu
z*~-B`Xs5d$^y7W}$*jX9nxTso=;;EmiV}1Xi`4Z%M@li_VP0)5N(z#TD@x`%tN{O$
zzSq*m&8>z~P;u2KL|sa#)wq=9J^x*|_ifTnagyWkvehk*RG_%$1C4%~$09a*qkff?
z`(>(6);8?a;if)Nz(+@Il7&3Zc|;Oo>YijtJoK6hgo=?p$h!yyv)%2NAR_l}Z=rKm
zOcl00-M3n>AQxJq;}fni?_M^V<=W<RHG&Y0u1fw0k;`P^I4_hwi;2GzM!-F?E1_+s
z0^v-~-y9C_Ro4AVo59?QuV?<wv{I44mn$S}%i?)^;PE{^4H+_(1?);?+*bX;yna*Y
z%RU;aHNWud=?LbZT(NB4jN|R!SKpNmXSMvAWaaT4$9FE*8xc2`7tfF!KU@mVZYz-j
zB1!|mljKB*mu|mFEu&K)b=wR#N7V{@JzV;=>K(tw(S~oGf_?i#z+lkW7^F@6S7uoS
zWR}xjWQF{0+!DQ9Nm*M9*DTQHbC{>EyajazduDSTKjdzHI#u0wWGqg<YyBC41JRT%
z$S2oxyOrBc7S|qc_XL4Qm4^o~RX~g1khk2j-w`5kl;Km8@U*es1CTl}aqG^%1t1zO
z`sMUMUE|@a!tM9Pp!ytdi^x!c?(eqV7sxI+cZxC_uk(o8hTo)+hW;UU=OvDF-uaqv
zXWmD=4wcKeLZ{a$EEWzRNDxR9d!FPcsJcKXxlnYV%ZANbQsn<m4gdI8YItU-{Ik5Q
z8FFUYCex_F5E@<0!F73goJMa;Y(2o>D01iy0s1g>D7%-)Dnv=smO3r7bHvc&Og#DS
z`kG7K(MW)O{m(fRTM688=bltWz463#St~0}k7XN~Dlh4y8_=UzD1rR*)hlrx3(Rm@
zy8-hz;icA<0{5#G(u!1d*n~5Y-!~c(3cqe3SJfFD!UF7RRXzDIg=s{?7??@KSzj)b
zgV~Wo<xDv&am_6KYpbd!z9W;gK-TjGx&Zj}1FR36MhkR%G-`}iD-CWmW#90<4GtAX
z1kMkXpDN%>N3p3^6ShJsS#(KCCCNk{%wHkgJ48P$AkkNil+P3p)~&8jyg!FnS`V}Y
zUzCgD>M7nF;8(E%sEF0zx45_%(|U*9#lhl+eS`;!i!=|n9_M2Xv6H*vvIlT1Ku4$V
z=#)bR4RM7KV@zaZTie1j=POcxAjN}A=DIP|1AL`NK|l5fv0g5Iq)2&w`WnO@H>W>)
zt_{Iw8#aal$UnIQj|)t8-lq$<MK|eCLdS9GpvzZp#5gj)=wV%2?f#&W_4e6j8N%>a
z``W~3uOlKzg0QVV?Qs0=ew4`3v_0F&uCoPARBg2gAh#5s^~Xc^MZne+xG};fBN(Wu
z0ljl)?i$<K3<Gq(t1P(TY}x}wGf_}50N@#K;a?l)BK6PvUALxdoGm!5&Uf;P&Db<l
zjTKXQi}JC#z?e51$WV!0`t?mh7)8|T)8;tDHAk^+&Q1=Gkz4UqYf+(m(+J<Bxkh{P
z&xbP}i{(8455r<qZwHDH<99!csK)Ba(_Zu@(MQ4a!n*=rM>TbU^&n5%4cgr(2Msj&
zgDg)!;m#f}J0!!hRLQ{PJX@<nO_6+1Kq3!)<jSk2sa;;DfREWRa2ahzOgxRY!gbHl
z%J7tfSfC3xYME~=>P^F2;4)F(3Gy*b<G!1lVe<lHY47w@P1WS^Sb&QVVma{LNPcdw
z%_$yXVEBMoWr;nHRc}}2ug=z@XSzsvhCBz?;40jA9<P#GXkp<o9oT)xu{O9cI3;Y@
z;=^$xy=>9@tc92vO4W2uEL;3m>DnT?49fG3t(+}*>#Ox*p|ZVRRQDrxEnHT%E74wn
zEuX3{XLe@4qRdMX>YeC1Sn|}sE75EEm<5%ZPW;`_2H1wG;cXIua&N8Rjfru2sJQ>9
zE@k{)P=L|T+-yW%w_P7eZm2&Yh8%CXDw6Vz^y?GzmOFxcIkf!wF2Zi41mvbW7`3^6
z=c^O!2-~Tx{V~6x`t-Lpdp@5}0sadh4BYN{q<enYTr5wQ#_z4$H#P=A%0by05a*!N
zjTh96(Mt9%o)g5>q1>Q@{W-XI;F<Nhh^~$}6rhEq&WSF(vhi4rozy23{an4QMP3$W
zIy&v$e90>U%>z}ef?hxRI)L9W>(Uy<QdnF3Y_+uF@O)VZQuF;Z9=s1f^SJ#-0NUf0
z-X8(zDr+Iti}e8n42p(^ZGJ$m%ghcT;cs?M0S}6O-O=e=#DHILY%(&`=xm|Ib+mAH
zVrZzww0&)M_HgQu^<)~LyG&ZKkXuy^1J%;QfudSQ&Np!D_7Nv>241siEuF3#mhzbc
zAYPq{^!({ZG+hV&ZDi!4SzO9|jfCe*Fse;j^qmqxK>-*a&#Y`kc3#0PQk|iEFmiV1
z4T|lC`Bssaz?MA+kgWD|k8f5125v1@Hu~BBS?eYQz9Vcf)F`!d_MT%DwNfr`ELz7=
zkVCudxZ@M~mM4`%&1&gGi>KG!xRE=qu+HlsGs;gcw;f5#D;_`ImKA-kaNL{rt{~O3
zF+nNWRZpMitZ%6d2r-xV8G7l>QU;|s22xURSw=SO=+)T<%Dcr^vvMfqV_{!x4GV{s
zsJRs^tf@nGt9<4bZ06_=Qd2z7ny^Rr*E9~wQd1^h8Yn|Z09t@eX?mx_8tJuraVu+V
z^~BB0w$JLzM~Sm3j@?8kjFA5y(dcxgPa>57K@){+f*F*-{&Juy|3%jj{XB`=R@3MJ
zS-R}(DZ<OYwtf#GImQvAu=||K=84+r6grELoi91(JU<&=*V)5ax#!#()ecmcuLF(|
z)p&>ZE7X}%Aw8atR)00dcM5g65ckpPP0*`tp*JMHP3QRelP`t|V=^*c>ZT*r{^RNx
z<@y4GbV)$!dF6YN{2XsFGFI@u+)UF1*(^!r2tO-<OH2tH64}EB!g@Q*v`8y>_859p
zi21Uxo*-xYJ3Pvy_8pvV9VjB+x)gjM!QH+>$DbGL$y`k+9VG;N?X->7H%BL+xKGB(
zH|y$L***H?Xmuy*Oyg~gFGo#raZv~Rix-w?GOyiU_?4Pij@L?N#=pzFOE!8d3X0d5
z`DjqNtItO@{Y@N`_)JryhxSDx@OPs3-toT)#K)zd$rTCTT+o4<b+aVegngDNNhvV6
z3GvHYuEekkkYeOR<LNt|?1selw{qAla3S-aa(S+xdu10}>Melfk{MUdHE6<+T$IM7
z!ANe-HdT->oe@-$=?K#?g4Cqlke&#BEhsO~-2xN)wbB71qL@~W`rZ-5KTa*IyQwMQ
zwW*qr{w=4?K4Tw~&bV;713h1{WC3QcP+5{5iN#NM9LxMoY@Wvj^89n%7nS*us0OK=
z+kfoSi2jKxd$TkqN#V<>VI)RI=dxJP4?VygXI!W_&uNaBs5$NQq!%UX?s0S9Rl#n@
z=T}{M9OQLFWKU&JjqH|&)?XTuk7J^VRYo_LYXar^)J<20^i*1)g%4&9Xp-PEdbNc5
zjxl+@C7roNvG(s08*?2JkPl{9qxo$eeDw;?ZDgzG3K)~#(FnEBf9_$xi0bWox;K=w
z8uE&yl3t&=9^aCBJY`4Dtm_zkub6qwBK=Ph23Us_|7@Usbcz-B@1QwR0s4eIP>*z-
zT+158pr$2us^hNH!LF~=KAYss_}xD=MpBFyCn=1>-lbbla5rm;eGK&abjN@RL8aMK
z(Ji<U`=f?W+kwr?GaBPI1=^A4uvZiU`GRUi=rEEG_a^l_rJAcbx+^AM7JUVNne1XD
zt<9Y<JZ-B|O&QA^E5PgwycH(M9JR>RMz1sBs6P_vf6qYQPGU06Nu_TIo{q9mE_&Cf
z5Z~X8cbD3FDeZf|Kib9LK*g+JR9!5umsN3PV{u^q>GD)9NH#oc+R4ypbp4paWwj)D
z(Y1h0Q{?PGms)y7_lYTT{BuS`x3W2c!Di*|{2UW3vIG8X+8q4@yoeM}ldKs(S31rj
z6>ZLxwa2VYtrcJV1{x}S>f$xve`I7Vc%4mWK($^w8tuTb_zPXCwVNcIZd5K%onL7S
zuKJc<pe=GUOEBYYnzes7n=z{ibJ?D{hV+2h+icPIx5b1NI_}aQc9mqu&@a^zpdPb*
zKUDVpk4W`9lF;7);B#Hy(kdf)2Y)iW8`}_<RcF3riP3>g&l}^tHUb9?aT=ZHB58a|
zQ{1lVh!}RqR?LIA8a};{s%(1rve{$ddNo!K!gxOid555*Py1a=2%fJ`z7oc9hdO?)
zX2X*-l4}%4NXQVU?nV~3dnEBvG~Mmc;z)#yGAKEFg|!F7dSEh|?ZV~c26{gJrNFU~
zirHBrglm!ODH_Dn=KMAxY(q63M@oKHSgg|IX$bxgzi>*-B{iVU-~g{0>{#RcP;LdP
z((yYh&b>vo!H-gHUuo|RLY&%PRyX^Rx-rJp=sOP5WQK{vR0IZQOXe2(oi&sf`YXxU
zt=ipLB-~f6r-bFYE@{h5EaUR<W@O8W@@QO@<IiHng`?-_)s;^*#p4A}Rwv&vF3h{D
zv@CsunJ1)G^mRdS8rBXw4t#YSn6jMIcboc3m!dj_sM?Z%!2#DHsg=wdqg#SdB_TmJ
z&(~Afxm{U#Be_z+eSyz#rY+O5ZJ3OG&A?QwEqVb&*(k3x`{aT3$FvYf4wNR+e<@A#
zWH)bfx{+{c5_rIv#C`;7l9;W9j`_nPRCgZ>K)()Tk@aW<_Rg9W<TqC{$*5%ZF)yhl
z?Y&R)dT=`<_cnXYPUKrt8lff3w`6<1*$|<SkBJ_lJxSPsaaUuGvL$Jj{@ULk+w1M|
z8whFRp<6Zav{EWYqd+szS)N+Pb#mdLg!l->%*X$XBGG85Z}!8DF(Vb@C%GIbziG?=
zQM*^EK$mcQ?FtPRFs-DQGyfD~wfd`5J}^M7qjiP4vpO<bdQjSP1x6mHO+3YJv)iZd
zLUqU<7%8{QxT0A*bWLqH;{8tfNKza<l-u8v=Fw?j*7Uo{2RW>0P3m+$q#JycSRYcO
zZ^^Z4&%ZSV)+H+&VKuQFf56yVh`u?2La_3d#Yg|O?%%r3WhVq!j=vEomw{Q;^xxff
zmU2Q$wk;YtH-?#IZR(qCOKS4zq1|7JBE*+t4;)W*AWYRk8BwcU#T{@@gB#1viV+w}
z<bM%(6zNmn6U8sS^;(aay|u5Plk(2|mD2Y)aU=lc)Fja8S<wHy5>J55=Pa)k5u^Q?
zk;QQ$i$1w6Ro3}N<aTX<WfiAnz5>NZ&tFH|@8h&{!wVOaG>7N&fNi2oe|gFO5!Dt8
z{+nY0S|e_Y-^2^0HN<-57*%;ri@W^6tB%xPOC5hPzL%O!lCgEAJjqI9@<92h@92lT
zPxw{YW`B%3D+;OMqQ)9N5jB3~1U{HdM+{^P1m@8OFQ0`X3f<q+y%jXPzQ{0Y_tRLd
zBWGr}ipD5X6jPP#>Laq|{B-uWS;zF3&*a7RY3+sxt2AE@xy$y*gnI01`+glRZQ!AK
zr?lVGY*O#eQW?(2a|OAvS&j$D=#~YpSo+Ox@1xhe-fqP4>7>GK;)Ca8&U{5ZO@&^R
zHc2_kc8d#qldE}K$bC3(A&V9)x5#^5XoU8{N!WkwC%mT=N|nkm=UGDN-CdLPq-Rv@
z;es4d1$*8x0qvK}ZPappN2n3~yATkaf3q$Axoej_EL0I{2o#~P_Y@Fq)bHbQM2lT4
z6e`N;;juVAwgNZ%6(-X@B(#JFE!ptVnQkb6!2Y#>4q{Tes?Pq%rl>rVsE&h|J-Etp
z{#s~kRJnQhX#%?JdJIDrj6xX#35!e7CNFM$4*n^CRHy5*ZNepTorGU`n@XHF5Q%g3
zT>tXTqr*mgHNchPpWXlpOY+BD1~?3lmnF3WAI67F^53lG!Bo*1!uzO9csGWBftu}Z
zLY8W4DujoTCaGyH;RbebM`;d*kJ*4{QYU9%KD`@>^!1^pfa|C5lHm@VTs<=tjUOt+
z5qF?pIaAR-uF~gj>`MpINx03pXq(x{nzTOP%^a9o{q<<LV-(`QrVzC-|DaeJQGwHi
zGbm8X!>{ML>0jf>hWg%*QTGz=E(Op!U;cG7e}gr^BJ3E?%|4?P{auoANwY6YYnBF{
zy{`Z?h=&)im?4ra(=&QHdUz6UWZZif!_b34#&+DBL=as(i;}{ih@fOh=!=ckHJSRc
zN>6}RK(-HXqyTY)Im8j)SR{R8S^rH>+*EKXS|sKG&95l?3PHE?wqKY=&48T9D94A0
zSM7NmI{d`~r^$V?$1wyE5g#;V^sA#4(qt(C8ie&9oEXyc+JnK^`oMl6?H3!{;S%2Y
zbH>GL!hMD?INrJZ9sn3fnfNNcJZ_H@v1=T|dJAp2?%7y0R;P+FOZ@kBW)9uvl#)5`
zmN16)K&r&~NE)?z47G-!h>v|!?dYkcZxRAREVovC-0!T3Gy3f+Y86G%<TS1BJ<b2Q
zzeC`#J2i@f?i^HKzDdvb!|KUQ2A3*pDw=~Ehb-xycC$5U0=44?W#7l}lHj#4l5&k}
zmkV8z%W|_raLLM_R1TCaw0k)UVYax-g0Hd*JaT&+s!dmt)C8cC>LVm9487<1p^W3m
z$w%&G3_-poGzDSwxbf7I8}j^B`CUvk^0@X7)iXKGaMe5GqxT}w&6pxqAA#(O9kGgv
zQG`$o;@4s-E)DUmm{!3R)wGU}Au*?z&1;<06|~z&F9j9y0&N~HTIDuNF1oDl<HZpj
ztd$61&Xavp%LP-hP^~S#$DB-0_Ma`3I9`^<l#681-$w|XdUCJvQWu2ZdP-WH8#~WI
z7#H@#QHn4tGnq)eOd|V*)kURCj3AT}(n*ZH%W*Z2ah&onO2R}s!=(1Qkan~<aVRB!
zTM4NOe+Dz=LN+~_(W|p$Z*E%Vr_C0%1(eZn&!(KgEO{HZd!rLBhU@YUt1t$;!h7$g
zXsC0h!l!-~giG?|c6>{HXuyWTJ4HMO!0N|FLirLo41YW({~%FV-h(v3VT{Xiw!UPE
zlUwRS5~Q_3VW-YkM#~%-U;09{!VyN4s2XeObjnhe8`~zs$=UZF=PBHG@6|m|e{O6)
z#5H>CT+aO;nxfqfm}f(Bdk7bGVrBKLyTd$di?WVIDl0yzx1Is$-VRQZ8ae#2tlJTB
zXBAHLwMW5anIBEACpNO7(U^HA&-?Y_4dp($8qS~n%wV8k7f)h|*FfndSYAk9cta?X
z(-o9-_AW8b&<i;-xni!wznLE}v$FuJ(aET;-dt^{g<I|-KtUfQ!e3uIQ3RL|D<dJ(
ziPsA?x~Bgx;^s+f{C!@#lM@)yNze3|Rxl3gcL}T$voxXtsw)Oc_7mlGu#PN+Nj}?&
za|F}2_s=2mqT17PpjeDUV9Ts8c0R_b=CZxP`ma`k-eOA;5x)^@<ZBendvV!!0ULxn
z0knI&`p|wa#bBtrtGK>$aanI=tP-@pJv@P>K)3PP0@*Q>uW73d_@WJ`y^R-^Lh12t
zYf&ye(zvS)Fj2bdk#3L#m+zm-dIcN@npFVYAFv^HYCyHBy0}ocVh+J%A@Up<1JZ>_
z!Cio>M<r}z+BA@94FDx2pgG-HT#I~tQru>k5j7dAY+kPJz!~RDp1%=?!<Ete>9eP&
z7W_V{NM~KsV1l7?T--SIHS6AHm~J{Nu}Zv_sTqa=XWA({LOCb!m99&Vy=b(b_}v@c
z%!2zr(x2yqJEaNgo#JD$q$yi&C2FYApgA)rk+eN2tj>ORbnBN~seQXSN)Ra~&k9g+
zN%p`S9&e<mPhk;jVh`z6x<S=HT~=#iF*toFY%+PEr6jaiV{IM-JdS-(*#E=hkOFdh
zcZv`)fug(PG{4Ahlq$Sl3`zt#_JG_wRGqgv_)RI5*9!>xAnTtFvi|2kh4#Ea)<2#K
zU@6ukq>RozBkq<F5(DDr-z*g~mPSe*aD2+sYWsszvPUFRp`<8>#bpNVkwU`5wF!!D
z2nge{8rIm@nxg{#{~PWp$o8K&&zCxybKaioKcv}yHPAr!lkL4FX3)6If$<_2B{f-j
z){&3wk=Oa1uopEbbotX_sAfaFK4n8aoj7lQ@;C#`G?W`;i|x!41+DOLU!LyX_%lVH
zmncE2NGbv4xxeP9V`{nr!MxzU43vfUr6)g13~XZ$$-`yEjZp+p7n(FO@ROWetHXQn
zm@~J`l1pr7mjQ391XR$EUdA-XBRe?=Pt7T`1M=9)abF_w#&!a)4F|+-0wh2f<1+<F
zgC<Sih%}l`64poZuDEo*xDp`SjBnB4KCv9$Qu^xzV{#n14Ng80!xu66Iq(a;W--<e
zu6{%%qfslH?6+GQ_}*t*0zFj&pPpnvX+~rGYVKFsCH)wMt!hqTs$L5InZi7*w0G=D
zL^p}u)W{ao1iYOhj#PbZCxMXc8ftA0pty8t!Y>&E0q?yuZW9<4r7-i};Aqp{q|2%n
zfphTl-n_3gH0=Nkksh=Dxf++%s6H$Z@INdLpyKtJnrB)S(s4*Ju%)@;n^s%9ztcpE
z*H0B*H_$&f6Xt!AN`X2O0qQgbS4*F&vO)PNKk~mv^b00tpy19DZmZd;BQqzH7E5(I
zQNtCkX9zYZH+Zb%^U5BeLb6wU&3^5?j`P}%_V7O00P5=bP7}}U={GnE-U?19NG&Kb
z0Hd8Q)x9pADp@{3q;}03ZAu2Em+sT#ix4EkdW1{8k%q`wp*;XR+Rf5iZX;$rU4{eU
z^=9JO*+S(MCtIFG&8hdY<okuT0744RIJ(lnfl8`x6Hj-avdiVXF6P~|;h~ebL)||*
zK38B`S(h2z&HmlzS$&wyT~hBuvNm&R;<I0x17X88!%<QEd=d_{gU>_MnYq%;-(Z{B
zjP)=e1eLKEn2l70-=?Ceu(5<F=Zu+hSYUpd$}ja(@#!{86#iy<5J43q*VdISo_G=6
zbP*VR;L^3Ig<Y=z&_>^3M*L4F&eaaQ=9P+3T^F<U9t0w?JxZ!rw*p>Y|Ma&>klJf$
zTAB_Wni=WuuI~R$J5j#y2ryR^hpHntBrfPC`xS?c+x&FbRq{3KBEN4Rdu(ugKeq1O
zINe*)nrX;%x04BS+f!Jfi887!%gv$Br)RUZvYpkOWp}bP)3W}XnYyiSI@<T~td6<y
z0W%0C0Kv+6rFh%RKd}BJ`EF|{S<m^Sf6yjRfmI9THhu2B0<o@TyJU<84kf#uRm0(C
z!0{tWaxFjI?n=+b>92JQ-e47ww*E(DZ>??<+YUCps9L1$0mCMLR!2uu(-C!zi|8+*
zAfq3M%IMqF0XzuE=vNt8Tc2#Y3Y$$H44oZrF|)e=t*|E_UWWd!;O6G$o}9hx#q9?N
zyO@DyOVOTs=sl;O8WuSH0730KzSLk;{^BT%EHqc$eQ$YlFSWRSC+%|_vyOpkWbMX)
z+7zK1vb1x1uT+}1sw70NuQUG6U8552yQf%5m1JrHHYsh45f$eGN&SNv=ng?->w2Xu
zC%w3JP_zDY#V2<Y2CtD$%I{4$S!uj#qsC1jz)*@JRnwM?4wO&t=5NTkmXGPj$dwjZ
z!<q5ERlG&3174D68Z>6x*j8O!Z_xsMsoX*l-RmW4oT<8%&MjvaBq<zJ_rX*gS~2ZQ
zIf!u7w+??acIW6xFkd0#P2x(shP~X_kpsYX_5kL&Q`w?US=gVv)#g8VtA^u=53NT+
z3M9xuF<@Qo;Qm6T$qiMIO~UaL5jr{!peR}$&fl;Q5vn?=`2ckqDWC#O)}u=%>-hg*
zvNl8h2DifW7THH7I8k(VD%y@J{<nmb@u&V1cKr2H^inoCCA@nv+#`?9nOA17r>UNw
zh2QAhwX&bZ>xbY&p5c<XRiQ75Vx>#u*Z>)543>jsC4EhEkr8C_gUk1L=qU<1`EC<5
z^-wpXv!8a>N3Pv}XZK={=1@ZafNGoPdPOArNc_5Nt*0iC#QR{ED#r3L$A@Q6G>+gg
zzut!pW3HF9ya=K(mYq0?Fp&+J((93;*qSVbob)Q`VOen1R@vQ5<aEhdxH~Fzyd$kx
zJ>Gc8-M{f`aPd)W2Cp#9Tv8+<#rq76R9J_76MZXGBP?*8=E0Zc_Bz9a(<C*S1#Gcv
z?F`p<+YPTE6bIi0gezUk30a+sclP@7zVc`#G>fK)e1nG89aeL{uqc>JE!Edc*pX?*
zG6cK7mU}1w|1yJk;RgLT`g?ec*;rdXWR0r+ESZ}O-tLm<o!LOs-P)K#59=AMjp}~9
z^ztYgtes~$e)htV+jZIZ9DG8XnVL*EzqHR6q@^*9bMCdv;^Y|1VQ74hYSwb7^BhiA
zXs;`XK6R-LSI)@@3A%xMi$(odF)AbnoBTkZ%%|&-CZn9pr-J5P5^gXR+&Fg0z5SPa
zN5jKc7qRaDc0gA`@zeMEj-;hO64Ln|S?xef3&{k(sZOAP3Fe>aBb)uRAEbHtka=)C
z!G^cF2xr<QFDPlWyFqZ}9CA&wIto8EYisXv!Bu`jjBmt|!Mg6MBK&q$*}Am|vmVUF
z%`4RBFtlPgcqBwSPmEbHr0~Se9e5^T_6RBE85=`+`LjL=ao6Vye^XiQcVY-2ydgM<
z+LK>c{r~kGF?$BG^huFniBZ{Z+5;q3S%`ww7HFNHVA-s!PwBK~m-7mo7yM|oxTpO!
zJ0t067z+;gue+)_U2Qx(39yZBweN#H$WScoQ8aZjh2DNC4@XILRbjQKAd1J^VSO`C
zD{YG7XboqjQ1BYTeV0dj*Z4!z=_v`XFX8SvFzr%Cr~jr+Tr6V#%XNYd|IWLEr(7?H
zB}S^H6R^$oV#ivt%E!aj(nD9D+V~5{Ky=%IH+xmLu`E}8CO~P<llm*ZC@r>x@DXMu
zf!LGYcMPHucFMF%g1%xu<$c9^JfnRzmib>&tHk_e<rbUZe~;<W_Ta#hWgBDesq9$P
zI_#D(xs9|(%HFd-PvZKw)8RO;?Jesvw2C`JG%4kM&EylYhxN>Pflv-)CNA#mn<WgH
znPJTGoRr@X8lgw=l@eE^mNgNq>dV&Ghmt67M^%Xlm9s+#_~USHL+>3WJnvEc*^i?a
z;e$yeCoUERu|0>v_gWCpt6+t273IMGy`}u~OazuyUX?5-Fwok++OVXYaNdzxE}L4E
zh!kKpWb1Ye(@4Y<9rXP=nAZ^i;YvHgR?5Syu0|8iWQTlE#m4e`#*|<}-lq8`e8-AZ
z9jkuAnA*B8J}Zvsa%1@C@A<b69to`sNQw-95Cy~4iB_6<V=MKc?F0Uax6GUD&M8K}
z<<58MST~i?xmUhqXE=OPl!<zfRN0yxh`-IT!9n+t)o0wFDj_?_9_@b(_3nyhU26Sr
z<?4Q-Hik~!`|mg~#IB!JCG4wve3bd|CBX8aHZY}wysH&PCMn9pwvM?_KC~#I%UyBp
ze|}e&pQSTHQfG}e0Y576xP&w}+50IMpG}3!RuGkrFN-%Tv95w8o(L19f02MPk(Rjs
zou#Au{&y#)3u(~)e-0kMe4f0nh+_;@_qGS{;hGJJhgQRBALYWB6tD6xCz#%DQU-IW
z<UNh3QLTFxa{cOrF_)so#jF0`&l}Wl;w<GGX#Eu>eC#_85f+fB+wgzZiaFTy%%kL#
zqJY-n)h7(ocVlnR7knAOj7eKDE9Oo>v^f7^=C^){6nXC?Q1G_xF^CIYxgsN>2rUwO
H^5*{l`A!u3
literal 0
HcmV?d00001
diff --git a/log/zPythonScripteTest/err_n_plots_multi/IterPlot__MultiSO_Rho__fwi_FWISO_iterate_m_allshots_5_1.png b/log/zPythonScripteTest/err_n_plots_multi/IterPlot__MultiSO_Rho__fwi_FWISO_iterate_m_allshots_5_1.png
new file mode 100644
index 0000000000000000000000000000000000000000..c479f48efc715afefe98d4701a74bc5752d5b611
GIT binary patch
literal 32478
zcmaf*by!tjx9?RH3F&Uxv>+v&3Y#wJ2I&Ur27}micS%c^bZn&?>F)0C*mr@x?|Fac
zoO|!{z#lI5UTdy7#~ktbj%mPqSuqqOLZnBJ9-&BxgB2b<dZGsW{zP~JT=~h8l>O+D
zSGENBosvuPZlh~5vGOR)J3rr~r^%m^@^R!_T*S{l?B8~}L7*>aXx|`6U(kZOsX_HO
zA1}XL(Y|~3^u=SmCjyw^+Od@A92DU`=vCnf(y?8JNz%sK`SWBcFFXfohpY4J^6QPa
zj=fIFhS?qCG;Gr9(yoZNS1+q02;^?fpD|%R5iE-KTdIEcX;1uc{DXc;inuisd6jIH
zMPcj2=#oWvjL(Fi*O@5ssNaNO17sJ<3yl5k07a&zDXE|*HsU)wp|_&yJh2mLLofM#
zYH)ni1eJ5^Y~!d6ZLqyJZk05P-39jHK|;W{^5EgfA3ge{^z}13aEtt3ZxJ3ndO2#^
z#u}M=!U%RIr@myR<+n|~S>+kCg^);Qw!Il6(AN}dKwiwH@l_2EA*{!UI?85?7LxXX
z{O27$ynOoTQMfrXIxwx`?Dz<eA3e%SOg3jjC6U!vmf#oF*c9VaA(X6;>RAHEObpks
zQ5qiifap=gSZ{|Y19sJ1-+~`T^1t1O@P!XBas?UcXb)O)4OUj?IeR$ONh>?HEAEfk
z+zLh*ry}~triB%3S&~&G&ski(aG_|+TvE3uZ^$vXzj5SGNd|W8v`uMSU)@g|!~gn-
zv;fy0)<e>^rzPr_k?1n-q$?)d&9O3aB05u_&x-K#R@e&lYobS68{&;?L*Ckc{r|o^
zVUal-rncf?Otk2!Dq$EI1q(Z2^HQg{zHg2#n+7AIuD(dR(Ik05WfOf6S$wMtmQ;U$
zHeZA#a`iXi|Nm6TvJ;BkNr+M|Ny`T$p=kMMR~4{OyjI1Of=j(BXafmy`!6$dNJG5M
zh$&BgcZfPip!#vGN@hkeNa;-O*^M;IlM)F2KkVT`y0-^`#hsu5GW{#gB}ZLfGk80;
zWg9`@3|T!etjl~LERqU}Vqe10ee?|DJuZ7lno|(X>YnMWn8GhcT(WT?T1g6Sy;15F
z!|+zU6<i7W2=oium!SV?B7c__1^&S{siVGS#q~1DOyy2$J&~-+aO-pPcs5O`fT<u&
zB8vEZq_!>FqbHY*+wm5gPDed4{Aq5)4+X-yFxnBwr9R7!A>A`)ex25;X#TZ<^wNtI
zt>T9HS&@cBbV*w%Jh1eU$bTO*gM147vkohb_b9N6V^2X}T}4@01o(kAvDfdgn)Ys_
z59jRKE<AQW-PO!2TA8~}y}V6<QD*Gxd~6=?=X-S~8;5jnl;H||0~Tgxz|VAp>vaB<
z-?)yq%^n4EegVB4-{PnJRBsO%8Rc4DHPHRWc&ky$uw5!FID9$kI9pY9wzf8Qy3JW)
zGqF=gic$IF2S1zhT|o&WtV>2WjoHial1G!L8O4XZm(p`(#7HG0LGlb%*x}v-PM5|X
z6RB3Jj92m@B#|kKR4X!v2)9rN7;Fno;QN_oUl3wu9Bz+cC)x5mRiM}kaQ7|Hxv1L6
zkrgBK=QlfCSCh9hov!k7>fx?~xg>GgxEl=~JwuKYfHiCG?oP_76hT+6p|Ih`I8=fe
zrVnVDR6b8Q4kQrDUI3G}H4i;s51ZX@-yW#DMvDt3WRHh%SX<WZU0wIgmMDC>cPl@0
zrQ?~m@C2__WE`n58ZY<JVi|6;X7~e19yT(z)4bJ%1Pw{_^>tZ?F1?M3<fB$r;MQDe
zg2qtj&8Z0JYCw|=S8X>+ZjAr(B&meK&3Sf8CaKzzh^ut}H~B5vg!ceN=mbspZ{zK;
z-D5n)6hT-@n1IG~sh*UkW=Ht1TR$|ikH6nx3A%5Xw1<+Y?3`h@uD@0L;U62_E}k5C
zV?zjKOZV-nlZ@D%yt91PvxK#P;}kSRT}c##o@Ts0dtfrI#Ai!6$gYB^cs0*;bQ}9t
z1`BakoKSHGl}-mC(^uOzlqS+;+C#!$GX*w^GhS#gH-_$>c};3zQ$6bx%)dQmHHK?y
zv3=2^4f8k{V5-^6<+Y!!lL4-4lsl~QpYwZ;L<}?5Zb%9HA5F7nW@qpIf;N1FC3~}T
zR<ALYXf~!>pZamaZhsZ>lJahKn&Ek@U&v>|cl?mTzyLh#!pMk{vWoH46i;GeRdrRB
zsxqCtn3&jEcfs97cZRdQuKRg0DYxB6W#zU+_7D^lO*`Z?PwT@Zn3wmM&7Dd0te^9!
z<m?tooUZM;7+J}#7V9_f{l%8&DoVzLgd8R66=fCqzQ}Pp-m?j5{5x;7N0hK1T>8hv
zL=8Jxwkj)SrGtp2UxLt5$89Ijl>LDGy61JxSJdPUF5V0nn!tD1v97Mi&Y>#*z;sR7
zW^<59U(^24XSnN5YJn@4U1!+(8L*xh5mwW>e21TyQXGC~1!VH7s#O>-W63qKxcA%l
z^%YHPP8HW(&5^-2PL`XPDUL#X)$Vt3u9u9#Uf5^2tBIw?o*CMU>?l;g66cd#J6HPU
z!y)Y<M7F2Ou+s|7CUyBm^g+M&A}I9OR^3}su?MZBj)oHnm1GLG$IEoNh?Bb-_67W-
zhY=2Hdp78Od#s$6z#0qD8o%BgfK};>Xh%;=fFIslJk@n=zE<#T&Yg1?>5Z{;%~JU=
zD?tQF7zBdK>(Kpdo}1<Td>Q6ZlxN1PxmaC6dTTi91|sD9zMlexx-99`JB>#D`g(P@
zUow!!>iPnsveI$pBI-GR=B~ushmiSx;z!=*A{3f@U0+~UYvZ}BMnJcAyc&f@%KQxt
zqq5pWHxWt+({*$tTH`-6-`giD7PPo1ee8R!sHp9_jH0_eS`Y}CgMGVei<>*FBxs@=
zeQV0QvpgBI6Lp$=6J}sE*>TEnX10eP4KuTMuaK*3jPZQ6yLJ<{lecX&(V-|<yk07&
z;=xybELg|ClpsJ}DxHRoe@!5vN<kj#)jn9(iunt1dAS#D@O7N03%!${cWafJirAfh
zCob9S7`D5ph#d-{`)Y;w-MA2&<;2k}vdOA`4F&}~iTz2FU5f3psB{uX@kjpA(HLEB
zBjde&qy6G;*!YYXu3-fu28q)~^yYO4r}ZO@5Mq{%k(5fn6*i@T?%v%;!cUOz#nvr_
zylW}8V*_@q{nG8Vi&JkZ(FE<$UWKfzok2D-!^T&bbT5v|XUKH<cbQ?cyt^YU3_YL>
zSi`BjlvEPzi|9APXOBLy9d)>;<rhr<o|`MP((GxMnch;h>6B2lJK0h`jUs~1jXqsm
zc-NF%<4hpHeBLqkI;|hW+H|JQZj}d=pI1C%vPF8w%V#JK<v*KP{ff3VJzZe~JwCj9
zb9SOz#e8omFGGk+VLI#c$4N63-5$gp0$1P7*3+DC80%l`<XbvAim1Z6X*dhSz?V!t
zC7RWA=N;DdC<Am-w{L7qv;{A|rPg`%2@?OglZSEl#Bo3WUg$i3>@|;ZZ|UtB38(8&
zd<*Jz@29&)q_|3?ZbP0;kHV>l+Yzn8vNF1J|FhNRW(VBKnld`m$tQ-82HGKO0{$Pp
z?tNuGa*=`ChcA2y#15sl*GGsn(^1>nXrdP9Y)B7vX<4V$vGLDci9_`x)KVk@osEta
zDZ5ysJnEzb=}@I=X?Nhin&8BIkK@L0tvaHWLvpnYnnz*?yJiaX5)Tm}rh9?RDX&DY
z%X{28uB&@EwY`raPrdB1zZB)n)7k1m=q&oVmhUHZ^zN>Qo;-Yc+oStfl7-z<UR;0H
zs}+B`=zj{mI-QsLZEB)aZKk;J-Fi5Oq$2(+{IgJM<cF9t)U)u;v*h}afSY}79(H*2
zW`HrYzHPAuekJjGW4Us7*YEk~;4p!yMM)k*$gdt=^oKbdC3ab8eRFqxFf%WBd#Ss<
z#nC#Y1@&rd4<nNR7ZvRW!4zpburh0F9XHG6Ae~jaje-@LKHAOqS+Uvr&2eZNAFx}k
zrpN619KFqL&Lg-=5Ksk7_4mS{{MZYl7h+_ZBZCoC8C_8wC!2~^TJwSrkKHw7?GG9E
zE^^*C2Wgz`<*P%J@GR_eJubtO4UO-<WW#iBKBs|XWTw~o4oYU`buW*|2hYTK(Fs%P
zKnE!0v^@eVwcQ<J^z8j>H)ypaH_Jws9bL3!oIL`u<NX4mqv>8X=SfzsJ1tjT#OV%W
zisVjalxrrl<1w!z`BnJ3SnLd1?Ix+=hXn?d%EF9lFUi6f&LYMF3@5v3B15U-<td))
zx?Y;qLSZ*?c<W4R3NE+$_yU$cC1^;&;M8?(_uJd{xF_1<^_Q{GLS1MAL^OoZV~2%s
zyjuSuOaBDfh|fH~T?%-<c6ZkWJC8Hf)iCim|AN&XOdtvdqD?<PY<$0Q+{i9FHnz&5
z_<H!5sX+uBY5=<s%bj*=rNDd0!+0-#oi`;*(L!C1tG2Cc<{dLVw3*U$8uPupdbn#(
zuz_GHus#jF0-W*L-qF;JBM|Fg%Y&+S+reo9=OwU}SS^P|iQzNEh3+*ht{xyXOuTb+
zT$SPU*wtLW%P%T2IP?~1*xt+S=RHSesbqKBDXrgcSUIBKyF18aFW$bJ7u30gdN;6s
zc$<a+?9b7H{4(2ZAc;%n@q@4utataw@gDlzE^i<{WXfr*UNfCij8_VK``5;T$5%x3
zOBNO@kay1Wu3bO?Xi|JuXQnt@?yTB)xOPqE*-&MVoy_9dOtybB7eGUduE<#!w?0oe
z@S}FnNvfC9-TZ~MZ9#=owcqQmiNJ`+)xcKbShHcn90PTqfv95~p%v}pMKDg6wELkL
zM-CzkGuh5deCLiXb+5oTV3o_bG4P3QKxbJ^dZIzzIhLGOg%=K+FI|s>sU=(KWrAQ`
zVO3t<>Z)pNpKj^NEt(3a^+a7!t<ld<0>b`hX=U?1172ru6sf~PDh<YZj%|=N+WGv<
zrZ7x`Hw(LwOymcaV+?n29Z}SC2dDS~t>^}2a@m@EMJ4UG_nYc}usO`z7W0+r7LZuu
zX#T?0>CiU~Ub1AFJ<l4qrM(_oN(q$WN58VBiVa;Hr2U`8=HL2@l`<#7(Y|8qCQDv+
z={Y&KUPY?{p@Djaw!Pd+Z@wAn==W_z3eq6(6uMadz``|6@lI1a&oBepX4A9|(qTok
zRZkMWR0)a5lSMUg%MLdV$V1Kf&w}Eg#ctR8Ne4+S#CAh%9_icY_VjWDPVM9L&xRTA
z^9b3u#g~7-ZO@uxOKiQ`lvw0>7naT@HugIZ%8PH$`UY91M@XNyeWE=3G6D*1I9N4u
zbVSiiszM`}v6=c|o9lgAfkhp>mERd9*JyhiVt*8ue9{J2Qg>AFOe0UTagi*HQR9c{
zWnv{!Qj(_si%m|i8AxVmveSwDHIM9i=+PIv#g`~pz+63QxESIcpJz64@5#+sDcB}b
z9p@Cd93cXpV88BljjXIZGtBq2Vx7-<U0bfI+I#D<rtZ9&?)=5j4V68q$DQAH|CDF-
zVjEu9;;=*g#yNr~zOo7b87Vng*6Yncsb11KxmN)T95XjC0S+kG2A36csr$8rI5mod
zGomuqHL0GE(}#r}tm2x+pAOR|C<D-gv(fRJF2~tC_kFK50x{_X)-l^1G{Hjer7lh&
z7s+3DrAhtxb5u2@IB)Q{A*Fg_+Uv3ti0jx81d{<*>oJlrjKP!J_B5w0y(pTHyy9Z5
zJDpwL{laAa^+})rdIw}hi=jbcA%ruN%9Wkzyg?(IfgjQDliULlDXD2Is9US!>~h#N
zY^&g|r^-2a>3Wyf3+mb7y;tF`>$N(2OzM7GDxB+aR@$hp-cw$f5)oj8M;JgvSaoxl
znj5f@ToJ~-KeNmeHxMtN*M5R1Ml5jZuR4Ex*kR#qJ3XU2>y}#FiFXtjyq_;FfPU{q
z4%!+zbTy$~$Km9+#Wg$hDVZN=-k>FTY^kDBWz585C%W&s*JWp0b+52o3Tx09bfDJn
zCB6wT9n5f!dwosm5aIEV(jByAi1Y+(Kw5I0*pXdY7Zn3cFWoDrt13-Z4_dxFlM2|l
zSU%e~_YH90ts5Ab4cNHEn?u#6Oq+lg>QNCeEDICkxIRE)i1W1UF-UvQe>@VFv%RGF
zarj5t(MxxokHQ{{mlx4F2JeVu7}^^#x;_U57!p4lP!<p<Ewa3$*+bp?bovG}Zp{?I
z76%Jsw8V@uW3V1|*W7n7)A`0?xt*G<$W-=pZ0xLZn*(Do)!m8iEmej@R6Dx7m9}sV
z=tb|t60~tbZFj1yrgLS8#z&FpRf~IWSpawWQO3b967K4pu~Y+yrjYNowd`6L@DE<S
ziR%cG=d0>+m|Y!kUr2jiDfzn_hxhG4lCDqkfG-#s<=C&Hi{Qso05|~su~clahw0uE
z5YO(9mcWv}NG52)9Z`lj>O-j*Xe7KmW>J!~Tes(R9V)oGBHTTj@`3Vl(A11NwugO@
zthuYuC33mD{Xnsm{sPAVFN16J>-OM;#pcnetFB`_%apD7aM%I~q9j{wE3%b_a7%0u
z)VX8psy%`Ne%7T$y~;|&+1E)~F53AMB^prBKZ=yKvTA9YhiQ9yE_Y&lHNHKo|N8v&
zwR6~$Kg3L2;Nsg|<UY(A7#J|0mwhlDW{-(a-_03`4{O!?U@{_g9^H@!xP~9gpnZ8O
z1p{iNGej)W+pDT$c+?k{-C%)~?t!W?p|Fx_4lA0BCQplI9KE*;Z~%y7E`gRUWk`8d
z17GpX*%R32gkg2jii6qNmDxvQz(3M$r9O{VS<Z=q0XL4OkX2iO0EYqaJj%HJyKnh3
z+TYZx595C8dTgeU>GIY$HZCuGrJl7r=FHE31yU+`K_u{DwcF9A@%9iXx9T-aF5Ml$
zY!2ekmm=l?rW@#eZ`H~n;qJR?E9GIuHaipxbH=zZm(&Y{;Y_g0OJ4`RCof~LZQiY4
zU9^5`5OX9Fm|cW<9EFhGUNoJZg&Ks;ov#bt8dFX_Kkg!k?N8yIA70U*0p*w2csRSh
z#@H1!kkiKK+awQK`6`wPu#*p#1vhDYq;4*EGJ>wmNsdsDBl2-wcNJ=b-UGsTEIF>9
zwmZs|D4a7VZ#9Y1&H%_#f4KIXe;}!9fHY+-gFJBMVM#tQ?OhMQsh&G4U3WF{zTKc_
z<Q-*<S7Bz$6h*z8qoTnY1bnjVFW+h=wHk-voSd_>ovBKqb^f!h$@Q5kmqULXoCM^4
z!KNS(R5^%&=Q>#vkLm7P2FU)`C5@?OEAhkhHgj7_1#H(ruUnRDq5Ht|&Tlspp3n=P
z_rB(SEX5_uZ$ynTD_}7<l%1yK)Hb^Vg@Zq-UE3PY-D`9o7ug%axwKKq!g{c2%#OU=
zUOvmUm5wwQPaqkz7`L1$udKD1*U1z`5pY<Gj*{b{jg!m>0@?KHmV&Xl)if#nPmgY<
zJsc!b%1$zA5v>=aPA4jib-wn3j3es6PSOUZhF7l2RhD0Zhi+a33&&t74!8$@qNNi&
z5SG7@7jIn)st<vuk)CSSw}~M=4Api}P7g-PUaYQWyH@KlF&|o@r)$EIwZtIjh3jUo
zYXx;nw#E=+*w%!Z58F5?3Y|0%p-dQUn$vl?8}Sz#7z$<@Y1oV-dla&7wqDBF3ktTr
zK9#bIJdgE_zX?ZKxR3diaVxzTXCE++@Btq5h!*WWIKTYGg`lecydM7^JWJStJ842z
zEvs6LQ?n^^Eo04Q<AyrxgnshGs>w)pn>b+F#uFE$yw+=ug=DcP<dEK?Jh%6udUS8?
zpOm6j?)mFb=;}*QFbVj6-zuQoCu!o0@e~Y?|6~G*PepusPdZQa;5YIT+4gL(QS+{s
z^heNR-P%F38)CX<S{=bf(d~hGG?Q&H&jjlWu)7s<4u1GHYi)^#2r2fhXyXMK29f`=
z_sNcU8u!+Jhx`w}#Ke9eFcbgvE)P{|7ZvbH{^x%NBl88+jK1ehEJ(0Lz$%x+?f;Qj
zsOD(JNS2x0p(?;pLWaS1<4}z%o14aUphAaA6ErIp0{$o#X==^n$M1KJAob`Ua5n1O
z{f2pjkKPmg=<fq2K|%?u3O{3*dcTHb<t8RWP>(fVMb7KCsbUJ%{*DTs3HD(Y3<Aq2
z;<7-<0{7L-w6>StCZ-W!9*Y86f^-T^r3<0-Hsyk^TbQK`?$Qe8g$6B*@t&`ABdpyo
zR_%w-(x-os?R_|YYxfKJ^k4Ij^$HZ-WMrJlN>)cgj<l+5ZYX67dD9bV#oCJW(yne$
zfHO6ld`Qe+jXcu&seb~U#v0{Z_J%0m$p&|G7G;y@U%(v-EMg?`+JC+7gD;DJ%GGn?
zQX2FiAz+I5cm>}D>o~PbI<SMuHIUO$-k6++2+PEU*ZSBIC{d3+V=K#=OdUb%R<_hs
zzk@|uT3{+=O0W`!tVaI}r2l!2Qs%#g|3L2}r7+hJ-1*Ysn-?ajDH1H$E%a`_YxJ_>
zDn>+Jyz&K+dx;=oyr(p@aiA#ekbE?sEe#h>sg9J%cGZMF*(RKv-GFny7U5dVVroyA
z#ej<O<>>u<eR{h5QY(ODM<1BWJotw<!t2F|{RDw;Mpx*?oWx4tSrdEGjfruM(Fd;_
z>o@t?OB}MT_O!g1c0(e+b4c7?c!#A*h%b&Cs^dbhUK06w5I@WI3olnU_UcY^^(D$!
z*rZ`t&IPXmgDT4(qjw1_eVTQ%j`--&ryqabEhvP$`QpJY{|;*93#9a^&oN<)ZPw;{
zSJvEY30Y&_$8|q4@dN@(Q%xOo^%0{22vre2D<!mNP=tV+RTF!LCL|$NbTR`yl~Gcl
zacR>z?WX$sJ&8y)&SnM;;bc+IG~p@_jp^mz$yJS@P3T!x3clZ$k;tHC%un3Fe*E_Y
zOpDfF@=mk?R}^IYI+3lDR^W0ZY_svfBVBRvM15{Jm%7u9ggV*rd;MzD$55UsHl08{
zYmVAl4`FnWy)iMR(-LLm<eiVpG67w{k6$jA7w@|WlwWyWk>ftykMA%*%REm)F-iE>
zD}VU2;^lJx+An{-!~I14wP`kt^b^pKVOF#+z5;dkZ?5kId>Q4W`@3hBu$z+UDgRO&
zH&wP$DuP_)BE{i1Wv!*Jt3HY>xl3o7OXWl;P)5_ktn_8Z18IDIDNDQc+flB?IDOSB
zHk0kOIFrIU*w!!yXSXG~X$DcEFoBvgSkip{)+hIQ)myuFV6`U?Nv=5igKMn)sh;!n
zf)HUcx<r&WQzF*{=PI$lPgTDYdqbXGH{%KirNmYBhyL4s<9h08O1h9k#n%+Uci*Rf
zhZIi_O|->ODSiv1FTQqz+Fk~8lj)7UnJP_Sl*oJ(ei0(OzTHlLXiG27KrXw(g=r=F
zE%ISsbUmA-k$mLD0vL_bAEQD3j~((y9_->LR950tXfxzMiX;`EF_12PnI$lZx>|7X
zA!_!!UE&Kz^OZu$N;?A*vW)ki7bkspYSke`{vxr)HYZuSLhUr-Z9$a6Y+JeFwb;#V
z`(>?XS{cb(tR%%sE*h;4I|3^yJH=E(2Yw&jq|^ziGv667#L3Ckp#jPNqtBo3X>TNQ
zE9*aZEi%KH<X`Vdjfe3H$`wo~uf3+j_zTm>W95gTRF?V3Dm2(qu|8E<-sPFhz^!SE
z%WJzZ^)0-w=;OMqEBFlbAw)!?DjLPD4Wg11^t)p`Lw4wElrJn@yFCK5Z9UESeELY1
zcijv>va$2x)Zc_gFK{;xsh!3?`Qv&~{<ud<F3=A5Km6l6!W_(SM3%Ho`lzgtW_;E6
zqb%)aCZKW#VL69aq)~cd$qAhO2}wmgS?*B^tsB3n590<DXS<BvC~Y%FZF$vUG&?e2
zUP}MA1`A0j@lkQVZfg|cc;#rH6N2+aK$}_zE5~Q$+k^RjT8U&W89e&*jp#m<{s}+N
z`v3bx%>kj1;3&#@TpVAMm2RAk*d`@i<HSu?muKkddk)nqHHZL#ouvaFe{PyJrJ*K1
z2JvJeO(RZ7{@?<_=yyh}k}skid*#GyUBqV$_EX2;Ihy)UnkV;B@Y91gamZvL1{MlJ
z`o|5TW5oUqPJcHW1VQSpGa*7qe@42vCGI2_q*dw-xkH>6b%Nnu3j(7=hq;MVIjN${
zQBr`YgOxOnwQLJLTgGH)vq<Nj?D+~l1l&ce_B!n-1@+ORfOaS5&p3ZQ$iG58=-;9K
zMTChoW>2}yRI_A9dDgY;fo0T|)(>ghO~h*ud0N0`wc??uksn9^6XDv7B2ud<@9I{a
zuu|N)ONxO`LSN@i1npF?;FSz3uAWzpR7-)DeryLjFX6D5m@5Mfm>*F-#4Ua26@_`7
zTJIC$e_8<rXlL;sR#1kO7@sHh`HwzKrwle#A@=>M4EhmQ9>WzW;nyie{3J@WhZgBH
z>hok;`Hzn9@Yc3~m>BBTudhp8*tgq0nqZwHX*zt>6;QWjM@*|?P{y_9NU-<OtYQ;9
z@(#jnYA7r&*0UHsBma6Wlf<!iQsU**>?5y@^9M6Dm75M8v0HF*a8{!d4B6b&V2F`$
z?`~wCIXdid14Qj=h>p`qS<}d9&3D~vOoTq@raBTXOcaQ<PZ!!QrHY}8pLbtdrAVoa
za~2odcpT+%%EGqR`)|+ifEq$AV$wdf{<xTCYFf}!EW4?xtf}cR`%-F+@8Sk!Jf-s5
zx<x$#XTJn>s_gFv;VL8H?i&s$<FZ72{=kH}{kpx8MrXm};Ferzf^Dudf3jlNKQLh{
z`8ll8wWq3}gohv6xx+osS7$(qAv14tW0p(G1EBA%t?t$R(Z=KcZs7jfWf^;bvUK|g
zA0+E;-JYvr4MvFV*bk%V_Gr$mwtNCUmE_oA@J_Sq^Swj+#H67yWpjNBt1WiFv3*nA
zv<0<v?`UZUz<Tw3)3V_CWFr&wXwNmQ(QP7KQNVp-uGX8K&GK@YUk+oC+l0)1u2y%W
z(7gTR@J)^!*U~|rV8c~vn4r#e(Dd5f*4XjUbhn5PR(sf%r7xt85aBO_5dIMfr%!O7
zoQ7J(+zwABxQ0Qiyl&UXg|D=2H|e%6z+krH@UC31)%T$85DD(R+WkC$o6<#fq&n}}
z+HC_0rqe9D3Fcsi$UdXynZzB`4sP+{km6=1`#(rT=C?Ezy9czk5F}E<NRvS!P+gt;
ztk?EG$iqr3gIZ}cBvjBER=ky5GhTcxJ(~ha^<LcV_kI1^s<LuB!1Sgj!ixvDI7Zfk
zpRh7JhE|NP&3L~FOy2(@Dt`R?`U#auC6d=^nPWt!WXpy&koZdn{vI+#mSR>MD#F5}
z0YBE{^9uc<M<Qm}+E-3lzviCUuBGH4w05LC9mC$)P@g}LZBSVTqgmo_PT@?ux(Wfa
zxt+WR4Uzh$z%oLJlHAUVt*xwd>#eacc58E0Wa^e_r4!k%1Z_N(G^?BJyPlJc)fbP~
zJD&oQic*j%WowR#sR_No-SL=Mr6bCb?gLg>2(n4FKdH(Ai0avfxo-^p`05@0y^`kG
z?t70d-dp{_7MH_hk89U6>i0Q3el=%%!=Q137o|<<dQz~vMrt|2>ozPjE}$a2S$eE#
z76W^b1-hu@^9L!=(llIr@pRpiAnn1VQ@L{N7)H)b5((E+I59Cem-JYJ*Yqk_gS=8I
zI!<lcDae2&09<dHsp;fwJuJm*5>0k<IG4J5#+jaAOp@kaGk6648JSH_mRSD@BFnqW
ze8yC;0H<>~&>x3D6HMkhmLMjZCXim2uiq9}=gY+8zA!K#2v9))p4<RB{iu>^{wcO~
zb`MPd<-K=~{0=F7L_}Dv<34LS?sz`!d_zY=reJ7=f|3-lAw@&tFp1U_*|k%;oWNl<
z^TTX8l+SJ|J8oWGbNb+VUhu9_N|v!aomdaPnK=<z@VGG_A1v$au78(C)gFzjpBVhh
z_=Pr#fszU#yG#H=lN7~d-A}iIR%0_p6vVDPq9^u*I!-88^%My^_^ayXvNYBj?+Ej|
z8tQjM<Jec9GvYmC`swHQ8qa&*8Ni!jq4*vxD7w`<!K%qT`vYh<2f#|Rc|vVtO`QSV
zROjq#$<0Q``JL6CR0j#CLCKdV35*NRQA^~2$Y)pfx?m@*nZK~eifjK1>~>?BokHwI
z(`_{#D(OhcMN#qhkH*qu^P?@j6sT!Du1EOer>S0R^KI244>Rtw21s}VusxeCU>N&6
zCuh@4gaRJloGP2kDw0rcYV?n?SinC388}>}F8DpmeTLsf)n)H<Kk0Yb-V=3>*FK1u
zUXIhx;GUo9(K~c=O>0aek5p8e@nQgdBf{X_T@oS=%SwhVbLqaa?eFB^AFlQlQ<CY=
zdoGKZAF@A$-ff%0nvKYLtJylww7mL(t3FsKAYz-F=i4>+ql9Q8D^(gDbASkWeh6Z)
zTU%Zo<q2|M(hI8BI~jZir4?$3fdSB<qB*Hh8nf1~g8%SdPnQ7^`0|&Lv-SL(+rhgi
zuiKtu<c6P|mKTpeZri(INF!A@jXc0Tv&b+|$T&V6d}{);c`pt<5s78E^np;z5*Jk+
z+5S>_U_!TVzjy6xTx41_FO&7C2*zHv6!eydiQE`y>fGH+%3W>*XXNE0VPRG*yJ=7A
z?}mleoZyyfZ!$IWe){={SO;yk$oaib``Ni{%2kfB8`7!}TYSYW9DD$Wck_gDpyF6?
ziv7aBWMMf_QBEU__)M>wVfu)ngdawsNmsvIMUmQfcihG4b+UXtHO(8!?KYnVJ4w>M
z3|;H24eL*-|G6#X3jpwoy(10Kly`e-t>O}LTG~5s#Xd|`Q89>57CfgY2Q9m4)R?Xc
z<9E}ojJZr*H<M$o#6f+iu)SP27N2q6uKcnbyFKdi*Ye&~Phq-rYy%XV4X(5Nsnfso
zspX&aNj80+>pEVq1-?+b{?IQe`UJ{7r(S*(2fgCONO4@laNjBG=~qGhNbIg`^%bUa
zRHl>aom5i9`QgfzWFX0ql&<4bqsn)YhSUuj280{q^f28#^Li?`;bN^rN&Wc`K?eS<
zWo0ZRHJHS4@gBW!`{Ah7uV4iR_Pc(oM?{QhNFrn8%Qzj@?==|Yb^~0(4k`m-tSXqC
z*Y)=HMDFuxskgIaq%;{7P_L28^^|a^?C0qPVYC70X_bF~>Cp<y{7pLxApUI5*5{Pj
z_E?mZ#CyW*0c+BgkGR~0r3yOk&+>-tK=HgkZUR<hV@AZH|GRensyUj@;5ph>y}roo
z%`+*|o1UQJ?NB1lrPTT+Rr$lbx#M(yyp>8jOC9?C)k?cxK#(8jTW@*0k-OLoYkzC{
z1WqsF!^;=)MNi<H^*d2~insf3c2)&~_^x{g+?ChE6pn4u*h@rwoWX1WVzww2xDEeG
zgCTzxaUbZr$z~OG=V^nIJ%--l={hLL$lz$+{cb@<sydnnS}t;lb<%+Nz7h#xlNPbx
zqVp%^u<u@$YvAzyHB@QAVLdrDQ*BcMbkLCT*mrjUy+=LBzv7woMs&#<wl+;*x2;$u
z-sR@EekhvHUu-m<n>g`aN<BAQzl3azC>jIzIs)#+;{6MAu>04Pirq^P_@REoMFcR<
z=qrbL$U#W=a7avR-^q?}JGki1`s**nY4~DtX{shr^ZS0US9UahAJ4F$!L6M%Xv%ba
zd<If3MCi+==Kb6Z`3wQcujqK03742JgIAU~ap}hQW6)<mY{ys6mPbDpy)!*yF(mMU
zT>pwB%`N^F$A!T(QlEH^>@h>^&^_(pk@riA*-12lixkMkH=6!bzEU7ibLt-p{}+PD
z8+;srW&H9*CTb)Psw#t?27bh_LY2jFL%lvoW4LHTt^nZ&saGqw>_fchS%q2K{?PmK
zX=|_<8(o_Pk`Uh)<cPW|w%LW4Qg>f6U+#Je3A5lrpURA=_V_*d*)t==K6ZK={Tor$
z$PjktKTJA4^^jDr`P~T0zsbl7C`#~C=RdIo0K48&M;8WVD&FQT(PnxkqGi1bs4P(Y
zLLjW8lgmtzeWWHw)ppX+uq&bLBKlE(`_=2Snu}>|+hn`4o$v+lP{>bQix=cv<7ZNN
zV`0Ce$!2JSDY3p>_MZ1<c#@rEwM%}fAHOP%1>ZBLu4nm!nBn220Bipjl>DEZ>%KN;
zU8y}pz#jcdv+kbl*8OHOO2fEB@Nr42B|N_W?*ee`GFB3T0JCU7BHFGILp9o%H3CLn
z8YtbT2I!VKq>-jnhkV6bywvVPv<o>8{K@TfTACCeCS%|nmetut5KA3XX5_~Ha|Ms2
zJC*I}T5sbY2JjLnXu57rfn?xOG{SwE5w1ntAcimamuCj2<#nPzc`QKp3MIslq&>h$
zZ*kd$#5~2$dhB~i9vhn^IJW$9D7h;+ZbBL%;PXw2TA*&Itsw{MJBW3w-ZMPKr6t;`
z{tf~h(B&JbcI#pst|DhNsLDaXL4+#jz4ZEUJHyzMAfuJn^oWW+>H~vTg>`6cdy&(i
z1N)6W1w67CeDPKpU@;%j;@u}%pH`lf3}SxzQ|SDyK{50Y|Mu~kQZ)Yr5pOoNP>L!D
z7<Q#`OUH~1wySnJ9Z=;<k5tq?W!qLMr6O;rSCi9Due2XJ3F?a{t<A-{*n-fG({4YV
zU)Ph~ta+nOiR&4$k(TM-1%6$UQj*Scu3!_EI@2=rZEypN?v;F8jSi-AX4UHES$tg?
z2bqjRvE>#&UvRnxgV3<jY%?&}N2vc7oGH;vtQYqDFHa^f2eV2<!RcX}F&lxTJ1mr&
zoDm`-JycTV!RfI*zBvh@R(?7Y@EEGr5$Twjp>(Z^ccvqX?L2|bNzwV@$L+CiP4ju-
z;MR3UFX$5w76o2y2RFr-8fLeLirC)y{7jx7g>2KnsurckR%6(y)^H9<6i3{Jk`jHm
zg@Vcx`PXRCuq%Z2yWgBg_I@Y6F(!gPMj`w&w6FIZO`K5z0<g-z2<eY$d?S4Q_zqs^
zSSiEynVA&z&Cry_C8nrI4DC>cht(WIpwcl_47;Do%8g)>`Di?4+sAyraPs)=;8x+D
z@7b(!pZvv7iKEeZ@bXFy(=Q`;{eEYO2d8iremizVwvFuunb#X(60}AbsK=?sTBV?|
zVBmcfr|3fHFJoOWPGIwcl&6-1o!b(WUkOZwW?{npvEX}V{NRE9O(p(|+5crs0PTG%
zn%TvYcjv%LQ=F@h1PbYvTAMXWY=1G3SMW<Y%a+KUto06>U4*B}+G*Yk)3CBJqMyLs
zSIhILnt(~A2L-`9Eoh}bAH$Zfk{y1X`E#^EXo2Lr?T0t7eAvt14lCjcilwui3skHr
zI%U?+MfYt+Sb5z{hRE8J{if|r$X7`vU1Ct=A7!BTLx#Fo`kR3z?4vjd^5wY_Y!?{n
z$+ucF<pHzFgTJqeU)FNXvLo!v{-eZ~_@YJ~aU3h3L4t7U6&H|$pV*-I&Yn2(eFvo0
zA}?%0hnoks{dOIzs`;m+j@Z~6^N%jkJ4e_CYs^y}!PVtoj7fE*^E>qEjYJ)KaXJ!T
zN4WMFV#sMnvZn}AzG+N2^CJpKOa9b2N;ROsUA_N(TfEk%kkW^;!=*l&K0d0203l|%
zl<k7ch9HqBv<$;_vK(&RB+lupJoUEGO2{BcS#?8-utm1{C-+N(ClCBNjuPy{Px_$f
z{+l=I7yXNb{-yiGdWZ+?=za(I%cd*JApFWvDg_VIV-N|6Wd0mS5K+Fe^)in_ZhrMq
zqtJ$=@Aoi?Wv!6zAm?8HawT>00{OHq6=^@Y#3xjTW(Ib=%Mnx{<MEZ&%mX%shOiVe
z^$%v0-`bW<Y`$y1P6OJtqdWb$Iwsnyo)=f-2J5B9*;>|KijJ1imD%Hmm@=Fr{W0<X
zPS#hxa06iZzk8fcbaf&B79(zHB5D+PPc>AeOhJQgNmWR+&jqtV^_q84sisRrH=!_<
z(5B%GZi<$obxJunuA7TlG~v5!vuZ<g;Q35Nje3C;ytjyI*2&2T$g7`r;0-qUu&h&v
z*jO0+P_*q7rhh<DCY^rWk^`oG6ZqoxsuM)?<>y&eKy8431lQ54-l9_TmS8;z56Sh3
z-8%Q0vI6o#a0u_@03(XW{9oRBAA4GL$pGVe+x6fkyPo~m_J|@sx?n3mK^Zb6Q~t=F
z;2y(+vg*uXc>!hCuBfH<tzPB=t)QfOMytN03CVu(Zq`4skJH`MH@<g#1hWD1Wh6^{
zF)Y_yPpho9PBQr|eK^xNkFv}%g*U6sNC%HlHOPTcXrj4afiAX8M8_hJgtcnPR*+dx
zT|w#-*`&}RMpzhI!%h{o@tnhE$7G1S&RR}NVOcD8$oJ>6snrtk6eBYyLV5yHJx?Ff
z<~(@&e@h?#z}Q?6m8Iv`4+>vb`1+N&dLCca*e3ktr*35{@^XF2ynGjxez2H&SiLtl
zL4-5sbh-!57AslRJNS_A#gLPFg*elk$HDnfg<j$f%23vzLVdq=$W1n(Kezon91M(1
zj>SH;NpMKvj)f#wD}{n<kq)8sHd8mw6*|$P4#FL%o5JB0?LKh#-HU!R+scO5qycsi
zHdma~?%Al0dnsM)n2H`AWEHT&5b`qy<sS~VD+IwE{T~k2L89hu>)(y<fRP?<k$Ajk
zeuEPtBzgHpZ1hY#>AigGnNo>-NKbb7Ygemo=W%~2@@aBHZhGDKm>>+TXYFyL`GM``
z>^^~9s6sAIJ|B13j9WttOu)+w8ik|-VT`K1pSyT6C*I{KG6tV$8&KsF&IK}zsaFTa
zy|3=CnrcM?y#DK>7XhxGreHcGUlZcJ%3nC^_x2<A<j(>a+F_z||6|mVEMgNaUFZ^B
zpY(F%X?$3o?Gq{smGTvU6ED4ku%T>H(yo&BO#UYQFAgW(arIty>hyfLX6`L4m;VxB
zh#9Hg{(UmymTk`|<eB!1tHg5oSU5b9%pJ+N=OW3-sP5EsMh=*x!)3za29(ky%jkGL
zlyH49pi!1Jg_)Q>hTfGeJ_A-m-A!-Tj=yfj9T08r$NIl0w1j_lIm3O9Lm(K*VPI*^
zp)mA)KkHj3?e@~_LOG){SQ4BVJ|2O{9n|(6gB>?w(z<Uz_{J0?2#-v3c_c<n-(>?^
zNQF?JglvkN?5Ti_=f)xJZ=@?xLw1aBiD?NqVc=pn!LGpRpwiF1Zh_`Xi2}xjDpjpz
zYWW9-HE5DP%~3F2Qj1~r{9%Y6mmY|V|Iet)Sb!n%U!MyA<NolVIaA^_05ab{Y<+>h
z8S@(n0^GXnNEdaC+Hk~RBMqgRy0I_~KT-CzX`J@VAmk%iUp^0GN35A~NYa36_*%g`
z$1FR~JPM<WI=-6U^m$)?Sc4(a%{vXJ6szo#Z~F)b)ui7^*(oxr^hknLrmLDo%8SJl
zq&yIz+~ytum#>O*8En6&6fHm+>Q}qBNzi3zglj*&a?WBV?U8R-d-*pF+XqnmUvK|F
z1hNSE?%SVNzTj<1y;Xus@0BhXu?*^%iNz*iex4b8AXI_U7*m8l@N!_O$j1f5v~HX*
zLgn*338SJYCC4B;A(knCGFL0lqV}k*quoy&ww+1l$I+5ZT4#Ro<x{;jg%zY}JrO0Z
za8as?z7EICE5~dc=)2|bRxCL|N+QZPE5DvHm&1&#NL=<kKxMn0xa<llesy<KTmEd+
z-R)22u;6?3-z39^_qzX_@B8H9f(Ri&r!zWTKBH%n)`y>bMInEq6H~=RAtUxQf25@0
zlZ;m9%0%E?Z<u&M0vdOY%yDM4!G&T5ynq6EII4Xxq`abBvd=ZifZV4|Bc4ab>1)nT
zW!cWLDdgq8_3xXXm{JZD!a|Fa=~L;5qi*%%{;zE(NtE+JMozj;CnDwZ;PBnwGig>i
z>umE@nAh=~5xgXTiC{=b4H%XhNgY$bTpSmBdbYL*t2nI4SZn41xCYxUNK0bYQ&JUC
zDVaM66T<^K0X_PrLVyzv!hR=2g4V6_V$%FTpLl3y*wZZ)n~RQy@evS37@ysIX4q8q
z`v@`J#Uf(vqPO&5!$v-s%CTq?sJXCXK38uaLuF#xHN{FF(L&^omGw>qQ!u$==@uOq
zLlP8#U^IXP<E?^}Vn@?}Mxr;WFw%W)ug>(?h})zxyygNJ?)ZiJB+Y4_=pr}CmhNgE
zK`T{JI8`FeY#6kR+}qHre7K!eHHlmkP_0|~<|(k9YxACys@D)vEfo36t)@jW_3PT*
zhM-y7EW$4VoxS6#XoBa{9m>jw7>jq@19Pt9g45F?Z>8DvnmdV#`3=rzFEA4L*L9ue
zZk6yvM76zV$AM!&cnWAU0Op@{9mmqfsa>pl<6PA|Ptp3e^VeH^>=!<RUq3Uyr{H&c
zne4Q%=vy!U1eeJp=Q!EpuFbi)>C9`~5ooWuPB0-BFzQz8C=<N-*aw^*;odJ3NnKC*
z*!)>l_jLZUZ9naJ2RKDTl>wYE5CqNz09;p5Tf6qAamsn_()8@%$PFst$T?cYoyo}e
zUnwHS1DE54^ZblK4Y&O?=L4?Psw?NtTCC<H;r(!&z|oY7z4+>ihfYO6i0A-XF{?9U
zco_-V&6(ka{*2j;86DpIDV$!f1FFyK*Sos>$LrhUHUf9Z!zFivn^m`)zm7W9OFwqu
zsLrjr&dJ$aj+vlM^Hw*c>m94gL2H52Ktv{F*D3bUZzJ1As>NF8Ed~46E~|BLXcOD2
z)n4u<5wCM^&*d~VrUtmLH-Iw&I&|;Ox??O#>aN1byc^Db!qMCvjUC%RFHYC%G0TN{
z18{#m*|XQR5GMm*;kO4{?t*tNyPu!$ofc>gM8T2&fhYRv){}xMDGBET<6|ZB_vakw
z8TqNav3psL!|4Edf*Dk|o=U@uH|IXD2;31MNJhdMp=AdC+RlC6Sc4g=aZH+3uc{AH
zuT#y;%z%R~y{_|j4aJ=Y7A4$45Zu>p&XeVGPPm(vt2K-o++Tq!S3hDrZUT&Y1-G*%
zbJpmJ>im>$6TF7%SPwI=G!=aENl2@Sd+TD%QH1!6Z4dDWis@oLlpDOLEz8k1?{(CA
z)eEguS2g;yF+lphu$hj>z@&CZBB(>Gdl=J9U|H^zVITyZ1ysov;D#bJ96Z_^^rN8q
zOJdUvj1k(%RmEdv-0&t`sfT7&BJ9h0q@n~kNJsk}7-$f!%+JxF$Kt;^$n$pJXaf`{
z>*=wfTxTkb*J`Cc_wtE%kk&5Z{gI9Hgt}|*xhtS|b3T>Ll>zub4TEY{L6F;$PA2fT
z4&ZMGKwoDfpP4F1qx8dOC`kLjjGn21-E0W|O!sg6v+KFr+>yRb6a^7BZvQTJ<261h
zogpLQ<iL=(u(+ObOoEsW@YgFvVGaUqdja38oP<At9vU@guU?9XVgU`CUvKd4m+%pw
zdw4BRSWQ>S0jF&Wa8!!5lCBMarf={M;J8a@$*nuy_bOc|A;^4gjxbA{2{bh~gZo3=
z{taF|=6&;~I4e13OIt^TnDpz0W@M&D8L)vU+U{^}VrQSRGdK!p<;0^^R#$%qu8r};
z>q3|3NJ3G_0(q}`9GGGQNy$?N^*Xz~nM<(4lv$bqtQ@J%!VG5iD&x`yqGD$VDRjx1
zl&NSv(ng?Wh}8jCxmZzTK5gD*3=7hZt8Vtv;l@>c!z;wll0tG5-;%JpPoC2XXTiVZ
zT1Ngf`*1JtvFk!N$S7Ptfy+m*Nyl-)2(&MPZx)=Dn3N{J%^^&G<k#{Moc~cCWRPd$
z+l2-F;?J-%`^Nv`Ydv@(lA9p&tA@ey+IDgMfa5Hn_jz}BJ>QLPci4L(SHa68S4+Yv
zZL#iu)buL*=uGr;J(4%CP~p$GhwSe?HlUj@)wzuQyKQuQB?$)+Xh*vzG&`*(Y2S;i
zYF4f*?sbGve75as*c%sg?*Yoo2RRNs^8P&B-1+{*?;4|%Vqx!NDBcS)j<@w1i<20t
zIgeTK25$rq1|=UlUc<F8f&A^+y~OY<8#-TC=?ZAO(578pxaUWCld=RRnilDF6Gbx9
z0pD%r2`eF`nL)(}nMwRz&w#N!)$v|#3}Q;CbhJ1YP&}`><;3gyBPN*V(+8LeFXLX$
z%l@l-R5i%*wOSUpON5-Jo*{&<;z^%ABL3xpnG(&GbX98)izu%Fc}*m%yl70zc~Eq~
zkq)HTZr!?vSoC>}MK_sesAy>J*rpigMxv9M8ABEoc_ee(^W|)e01_wGa&&(dyX7R@
zkhQ34y&tvbwmf;Pjxs3<?D@ExA8U2J+pQO=_>}D#`|UTo+bv$|m>|@;thnH+_BNdi
zO$#=i-FK6IMN4$)>6`zapTDuiM#|ywvpZ&c&h2_R*)v#SSC(q4et#5WFq|B21Vq*a
zN-1LSE{TQsp>D2cBJ46K#OYFoF@G@wHpJ#?0FCbTVA#Hy%|6%KhNt)4uub>Q*GppC
z3nfq@uXEFQ+rZw{Rr_j>MSv-cz&&3C7n}CTdQjx(;bc5wyL}I=%V4kN*ygGWZnE$i
zIFVO-H}&QXLCdu-(D(jnd7{9a$hv0pa}@`vQ}vG@vku3^1IK5RCSm;NGma(^a3mc%
z%JoeJAkMj)Z|knZXOo%3T5RBdw}^XsyIqY<lOFNy@05_)w;Ab{Sse>+0ta-w_ambM
zHo9`>8Wx(T@ffs#vn7h|?oPW?A;+YeCn5G;WiE%$A39fI8O5DM8Jz_tY4+1gZDcA+
zhKyXW3&y~kF}Vnj`!gpRH^h1f4064rl?Aa#<*LdaqNQyya_%^<7*g*zTZ#1`*frUm
z%G)Nfom|f#+|AAS*XoJfLNWo7y+jGs#n-(UPP7%yBpgsj)1ia9z|i!}z+A15zLSzv
zIFUZ+^1K9dWd)@!Px9c<rgA?<U><a5WP?}g_R`aCKM#Ng`0b@+e?~3?%D{|(g^pBE
z`+*zakH)n;+kZWmqdrv=JUO`eA|flevLFGD_CE2%)4TZX2`t>BwvStMZ_tvsFAr&S
z(x4wUr`U<AEv@#ZtH-~~3!|oRuL3$|WDhcVAhFv-FI|}6VWNiNLHe8Adx79tP=f#f
z>(fN+)R>?r$fURs-CxqI*dU=uaVh>ic8y=`8dgHU`Mh^2p;ng9&XPhQw3(D^eN#hM
zVbwieD_hv9L#0aEOGxh$cht~w*b)o5GNeO-EEitVVT*`uHBo*eXSUQn#7Gajkh4tb
z>?|TL(1{%4`r%5UtB^OtS*_VJ0i$OqKInBZ=c6Hs`MUq}D{8!2jX0vq>Zo&HN831E
zZjQovO!>6SYiwBSv;2G9wD|`&{fagg;F|qU+Vtfe_`W)N;>PmXEH&|rZy4Re{uZK|
zE-hoCEs&(WX|)z(sTe12CY&9PShi^)*FV;s9Ma8JZ(wg0yo$6a$BWe?E?B!Tr){|n
zPF#ZgxXa<`yTYi*(%C4wKuYCe6vgqw6YJNq7nOUn6C7#xNGi%iOkLlDNNhYG?G{oN
zy1;aau-z(-Dv8h)StwkT^>uxI>;l6Wdp0=^=Nw6j8qMUKfAE;&P6#iP;?4I1BqMU_
zWgG8N`2KRDhlZ)}58bEbHi<v)`>6jmnqdY9aW_x=rws5EZq)R~(1SqHH4w8GgODS&
zE|yj*a7{6j$e}hrq)2fUu_Lo@`vP<9(mW!Ulb)eUbHpklkKHQasq*X`DvL8oGgF9}
zKnS6HZEM)a{z3{A2DVcl<B3z^Q+h#yEKU~sC0CDUuA;W~)a3MzweE_P<q}?oR@9Gi
zzR2}Nif9cZ`BA0T;FzBT7W$zJDSk$K&R{?fG-Ub1)#uHk+M0Y^k@!B-%8HAZ*qt)7
z_$oH!h?(0?>G(y)5@q-)u~>3-vWrJ|FlwBo%g|}7$Crl|si$8d%wGR!3%$Sap9SPE
zpm{m%g*vM0EIx^+k7P$|Q=B<TariSyD?Q($x&y2E=Iv-VS@s@AE3<`0Q@o~co>%nq
z1wOx{!R@j-zQ11v5H}m^zL)>`L&&bIHaS?gy6Oj}a-55hO)LvRtmL~)Jdq|-KPtn|
z(m!%oP;uNubXqAdvLI|}wjUfkP#Eb?Yh~ZJcKytnEq)(j>=J4%nmyYa+u8VQ<cI*X
zLnCKPdB2(<-9QeW1JTMp0kS&uK&%kq`&kbkko153Pa=Ps`NRF_ylzl@cEk}XA)OW7
z>%AmW(lSzQ0re7>jM*%3PK&qs-ny4f<)NHM33-+hVkH<28Y-=YM&V}0m)0v1`XTBr
z%L$J;mMA0`bl<K2$a0vA2o)Rp5-Q_<A*n^&!uU!jY`sUNJ1d!$G2)6L<fi)@4(pcI
zit^5KKm@v|I<+u^E3q(T9_l-l#^TjhO%W>H=0*NE!nbQ7>*3;)uiID|e9Id=Fh5xt
zWgbi;fBnIYZ2|u1cE8g;J^eaPv-A+o{{<<SAqdNVrGW=*jrl_7dsy0wi1)LmN5qMS
zHXx~2igN0p+-y;~(HtIp<#Qw0fScBs5vO%GOr!eznWe9)>d{V<f0$x$^p#4X5xpAW
zKBJL@ic6`)VLVF$<?-GSx1-3%vuoy7Ogmji1FQ7(Q#M?EYW27g?>7nG`Buw?>U&;w
zb&D?7=t4+LlZGgIs6fjWA8rf>7zsDG*Qi(0lXu|fyBgN57^`Iq9XKmqO(3Z+RpX`J
zsM}+^bi9g3Nh)>8Lb6^NTYLo{;zfKR8Ma#Kjtkuns84R76i%+DmM;^fc%^xW<TZ-@
zuoDrf$pyvS*dE$v!p$Er$b;+oPq_49ft^sW?(_S=%$oQ9B`*~!B8?E`X<Kl_R8MD)
zEg6^W%K2ERcQf$)_omzlu3^PdBJ~XOHvZx*^nH&;sbV{fw2OZy)n-`-P3AD+f^pT4
zad7et-c_InIj*#ji81JHch(CNx2LyTysHqx76~RnmW5DkKgGKx@a-lHAyX~t5oQXj
zbZaTQWT%hXI5KBf(6Nok|37`5by!qgyT;X5Q2`~C7LcL4TSRf_p>s&-7D)jKC8T2p
zh7MuqW`LnVx<R^8k&u=WkUE?2{oePS?>hhP>mv4EYdveN=YH<rQ(t30#8Y2G{^2M&
z-*<*tO6v22_e)TklQd|db(}{MrBzA0yH0E7faGm$$=UsJe5{L<IB^eN8_u~hbS?cd
z4fXOX%Y(m_Hc7q|@rrrtg2s}z?UpA@r5#<b1*J!G4P_Hahgj^Uoa@s!zaHC`Ptlc}
zZBG8mPc^DL+97~+-4cAUG43v{p0xFgC+=<V$z6Q0qsQ<KI9o|><B^=dw2x6#zj+H+
z8=qY0htHFKueq25594rdy=TB{wbjwLaB_taZ+FEnylup*QDr)f9eqK65}}3T6iE4v
zIPV#Sfa@Dpk?0IN5!H&m@{qXDK&gV3u|ONudg7wzrMJocnV5a~5%^x`w~PNWp(E`?
zf~9wP>YtmwVP1|gb^L;dHeP{;^g0{@Rs6ZcPKpHmC|QKh0X&+nKHUYZ2VIm~uux9s
zqKZt>r};qnfvbdxItq|!*G()uO9<H?@cvSnJe3ZL3H+_}WU>d*n-~(6b1$Ps=}j1;
zaEr_7kIB$Rj3JH1k*~#&K9X+*=56iojk5g1OZ`YFEsZOrf0C9zLM_PYO$ag8jJ&MZ
z0K>ZZU1+an-DR=#)_;cPYOL__@P7S_==}1mBg~gl{}Hc$3Nze#B3iM&m@gw02BBKa
z9V(qWW9{QWr&mi9pmn9}bvPHg=|72c$1i*MD8=;#2l$3bykT~I7@`#}b^IwrnX&4x
zURn2a+VAuRuPs6-Ss{wnlpFfiflorkg+yNU(mEJp>~C;QF8hJ-{RNHqAzA)y1j?V}
zJtc$ojA=9R7%Cx<+0iFXl<MQG&sSNlL;I<MyMrI`F6Sc%_LW_ml@#{uX)O_#;U+R5
zpxA$?`7b?Sd_Dr9=G+<s>;?a4!03@mVRxH3!iHNX+@(j2a+RLWsgL*8;xB$&yn~aD
z-M`QsB;ZVT<mJ%*4BetK({Gte=9;u#i@y_?Z5PWez-mXGfy*Z28ANQ7Munf)HRNNl
zl>R`^e>{WSvQTME60e+qof(nci1XkDwS6SMq6xXI%(Dz{n8ni!3Drpt={SZL)>u}f
zcvJWwHCyPQq*Z#XL@KKJXku>LcWUI9#6r#Z(l&)jUanNAU+gedDV7YytpUsm&B)2_
zn_peySfod?-3Yp|^b^}s`xwxXCwCB`;*~0o&*!PsMS%ThTA0I*`1!R9L&e`yHkKOL
z9xYU!bA?RMWgIAmF7nQC=G?QIDs-0Hl?hr^ZEp=}y`^#Aj!H!qO<4ra$h7CyA5K-z
z8z?^Pkb)A6vVEj`uEh{){<=sC$(dQ!7<D^LcWN+1bwgQ=&axGTufB1w6p>9?q|{yP
zEs<d9rb-=N-nl<GC=kqqkP=T}t10pxP7G!i32NzE%=0Nyw6Vp@dsy^t&n_-cs52jj
z7c|yifm!Exqd5P5y9-UmFccY$!<j8PXJ&PoF(wB4{=HRR#+>s9m+DpLL44i(_HDtp
zo%G7&BVi28k~&6i+7>8U9-?Gqd|@DTA5)UFYEPNeE^p#YyXDwREmL|qbN3m1R!kyf
z=S<n&a9Bs`NhDos0Nr(#P1jKs`$QRLI*lJzI(tgsQG9g>NH%ws!^A(;D7k$<oTxQl
zn7;)DIgIo(>_$%=Vn!PTQmeh>Dk|UlDszHY8ayQBhrOi9W1-q>hEk>RE2iP0asCw&
zlU~~+j^`|D*9z5QETGjMp|!WAc?@!_RYx7%i_<;W)=L$Z9ib&{r7ZHbs1!@G$A}}o
zG)dWC9DMH5UB~-dV!zr)YbE|{tjORy8Ohu?bHQ?5{pl%@t>9F09T|ExZFPy|T<eS`
z%WsHmvY0(%Px<;o^1?K^g4d8Z3+X4L{FA99ylL|<bj*6pbM3gePsXE|?}&1sr(UcL
z-Ve{xiAHc#<lZkSfDWO3r9AWTlylv<VR+G8AdkGfF0hS;+i<5dqJEOJG3)saQl=5^
zB9)~s^(UMHrh&;7ZcjLE5gGA?ha9}~X_7fcMf34H&T7256Yt5z9Qu5tMm$2ung3cZ
zP;F#a?mu{@l$^0RKmNX&fOPiWMS}h2UnP*^3;)}nlP)&s-!`0!Qy~{vk41*O`z0>D
z8Zs(pUe<*qRiKN>?TPFiQf~CH1Jf7lR4X{S5e0&4BJ+EIdhD%?VF#|e*_5FvoF}$4
zsE)72KFpz<CiuGa$VZhS^euHD+WhhL56QAcO4LH%73Es}g2xB3VA9W88R?7eYxiDf
z*6zflDr^QStsApAsS5>7UOmi74()u~JM;A|vdeOARUr31bTKA6lp`+N3jJ{L4bFEz
z1#p<#mtb%irC>BGVm*4RQp)(gWf<p3Ddo7dc|GBO4ha7`F-VJn$A_phlk3m#aL=A|
z;W3)r(3r#I^)2Yb*B*3&(6t%M>MRGedO=JcsjYq864DK~a*oxMD11!+$!6q3FDQ~(
z`%Y4DOSb!6P8`bV<=)W_o=Sd1!RZYLsqy7oqRbvrx-vW6LO;W0k%f|lk8xzxXI8@;
zE8y_=+u3<R(QS&^+!IO;&#}s3tnA8*+dq&-EJ&1utC<6mi)||so(L%6i0SPJM-)5v
z@uyCQK?e4qR^NXqfgDoJ53ddaSGx_ILvnoR>be5dwcv)QSHUH}e>C-8mLd<m4aa3H
zq1`s9&IzDKtqJkzH=#PZ<c2cR)P!uc0ocGz4XU2HF3H_oR<8ughYm?X@2v(3;>-P%
zZ;%@9_%V}xA*6Jx)nssskuaK~TYZV>K)$qBbm+0)!nWx@V<K2wGZh09KqitAac>{s
z;!TFpu~!4Ur9lQ+lC{O<?x&$i6<eC0FIS!A)vCLTXQ1%!)9Zg`A@~8_htC0BoUtTK
zrmdJ^tj4<2*os<iL8fttlwEeGgQuOU4CTgt_&o$UZhj&;n$Kr6lU{MaQ{GdB1*gsg
zL`CNlIEZ?zael~;Br*_NkmBo=q<v3LitLcfRWaJ$%}67#km!n*GJ??c4ZDokk5JaU
z{h<?plp3|PmmaAs<*NA}0wq}H(AFKu%&OAJrbqWEBnJe19!#QG(+oaKD732bre&v`
zEv&5%Ni(dvQFQZPA}z&#!pBuS0p6?=Y&cE3RM@PU598vsIa(%4=<VxT*0CsQ8^tR<
ziSLQX-PdljJ}`!qGu>IcO~-pn;zWr-?m_#5Bgr4?AshPml)quP&}X4)ZSdR*o(k4x
zY2rCet6`e>?smtA<D=cXlW7EYblu4baO_~c^3RXa=}nV`Y`Fe<m|mJ)I#oXNvoG5s
z=AM2Xe{!2w_-?6~T;xqu@^`5cL~bH{xm^U)z~2<#HI93Kg^3f^a&BgMc^eA$E%|ec
zy4V_s*zq>;eqC}8u1Yi-UxsmbcJbkoIw6$xG6bn&!(?TKQFO2b)@mwdm@MRg<C=>4
z=Qt@6w+(Y&C6EZJwI|QF1|fh6V~`Ccu3+<KL6Ne?6;k`XHJBt5n#q~yXT0Ck0d6Kn
z5O}%$tZS_8eWG6ztb1_$R9#Mc9IjrWa5~0h#a)EbHEt=$SFe|87EC2w|2Vs%k^G@T
z3q6%ui4r8yqahg|d<);x$y(x>7CcFMPj@#PD#>K^RrWst;i?GvJa={4CU__-FSPY3
zukcCvGZ?^o0Qhc)0Bde|l&`F;42N|1&B|;|(r&9y<|e;h&1tn$LcL>GsP2e5G|u(g
zg!cS)^$6K1=VrNhaC8y0rUU@>bVPW5Zx0m!m}rue<wf5e51(8aOp?Fx{%#{<epSEF
z$ZJI^9Fq?nsx+1R4wU~M0%iQQ2TkmI%PPG=`7T~gpViMbo}@RTBeSPD{9+y+Mu6L2
zb|<FC_2(g3p|I8d%m*v1^HTb2xFJU26Z^5v^h>Ap>t2*eNBbI>`Nut_XZ0JuMO~9C
z+9{~(oks^A>`#`Ty?e^6K3sRa4R1JI&yZYV)v7&cKH8`&%hZy7zIS?*7x<%t`d8KR
zha!(^)oSu}V?cW9{XO#?3{<;sWhJ@&n3pyJxPdVZ8vA|1%m6#X8L0KgVo%=l7iOd2
zwJc@{KDV&oLqJP+Si4cqO!o@Bt0?$wW}T<lm)w%~fp@H48&qLta>f=q>L1^ENAf)!
zD3|Uos(q`r{u^4lsQcSTWgBY|)O7c|<isIdf)NS=r2&QbUbXucAfcr-WWVr!W#0mK
zW_SvKt-<qGIQcfR?|!^BsXxuPuThaqA8h6xI33H<?r$H``93{ej;%zEHgy4ALJ-3C
zQFoo%50m#=(fpQ6w2L7mS(Y0jujq4<DIsFg179&Rnz*}S9zuCI(2r@7gSUh3;123s
zKYk=Y?XG?7f}dM=hpl$lm=IvF_~d~+%2tsQLw1~c`jfQJIW3NliHS-}RU=h2KG6=5
z&;0_?d|Xri>cUzZAho)l8>8vZj9QyCyv<c^Ni!yfE%iXPeX{CMxDPX2P*6Ke7F=q2
zVg#7}Ig$Q)p397Jn0lSSXJ$KU)BsA#-!45xecee(IgMj95<Wwa-DwY}OnvxSGr1b<
z*zeH~Oi+cmCyTYVUV6@+YvTrEx(<tiU#e{`IUmM@>73TLY87#=UAx=n)O~hW7U1ty
zd9l)^*?R2k5EwqZaNdY=o8&LKDv0iwE;Rw3p2^8QFpuZ7l;}M`C<-}Ok|Z>kA=6f4
z0PH~?4EUqa$LtprjgsPAbZS)<;=CGP_hmWY1;QVAyE)>-cKEf~ZEO!P$;_I>yl+$2
z(w-VCoC1U2$}{j-F5YOItj0KGzq&Qy3rhZo>^;ZqnLv>emNZOBA>_g#0em*Iqg6Ef
zI*!0B2apK6n`ismfT@O`$9nlo!x->&>Rslp`}ZZn_1&k?<O&71cQvr@5ug0t1Eo!W
z>iKj5j3u;Z7k5dnFzuBn(BTGf8WJD?b&%=M`QKbG!hq|g?;IJ4qD&mD@^m(%n>;3^
zK_KFe5j&kfOplQL@0egJb0m4t!&x?#(e!ql1echdpNP6~Z$9n2Wx^;O7U~ik6PanM
zS<WeZMv>n8mic+gAC0x<+I>Sts8%0N-Yygl_@vw|sqsRJgGcB-vIsv5j5bDvrPX{x
z-lK$P;68PRCE{R&5CxCwE2dWY&@b-6enwYxtJ&MXxvRmKCzjLlV6Ze_qcJ*wx22Z`
zh{V<Lu4VF^W-(($6|32eK$;y;B;Le$aaleTWk_Pt{e2ft4j8mP+9Y;7d1BG+eD3hX
zrygQXYOO&8PFVVSzdog;cmdYA7?zWHg}KmR^6h7Z8;((DLCk$1qKjLPVQO{t_IY{x
z0Oh7fHSz_eVcl^T3IIMn#Uu9^u0MAS@jV!bkr(<A{>I~M+~^nClWg0~*^!~l(4&o8
z^wWF(vKaSPv@Z=i6l$WJ=Xg>3EtKAbXzT77JXjvU)gAwA<^{s-mj%s()7yErhZFjN
z<^TXkP|Yk%RP^<Tt*1vLA|@re^JlE<rPD?w;D@cl61!IsI=0@)`@#XN6GF`S<9PFt
z0vJaW^)um1{d%0)nXdL!F`y@&Ynx$TM4kI8JgWdZ8>H><l$L%eCimQRlk#~a?>C^N
zIstBj!c~!zo;fL@yXVk1npkiT9$~A7f^fdq+3eXSx@xmQ|IND7ekVcS>F<HJYn)<i
z?4N*H7|nKK3<SVqKR*YTDxo;Y{fl(Q+`>-#2LI7)cfI>|55RCS;{tq9Bey98>^`5n
zSPYIkY~4?O^zlwj36JJaR64J>H4$tGS#sdn%uYju%X7fPqjXNeDX2@2PM%V<sgA-5
zMkrY;r;Gw`HGABf3N-;@PGkHTz7hHyxa~LfHxIQ32S@qOtRx(fU9SvfV<9|7SUIu7
z6I>I@j~bS%i%FGZI8t+PL^$3OQfYHezOo1+X4;}oh@xj|k6M9hTYdAAt+L$$qe=`M
zJE%UJgM-nUSOc7{v+)m`>bOF!JKOk1)MRHNLLrl;I|S{v_tU<UQ}oxY8mp4=<&er<
z3q$mFt*#E$*61b@tej4mxSVyf3m5FHp1WGi2Wkii`gq3@7mS@dY*_69#n|I;I3eK2
zrb7|QQ=NLb24n$1bEQwa{+C;%$=Ggg4!|&+9Ym*=Sd16HpQ~IGSoos`#(c-Syq80Z
zj#ILs0Q~5zW{(Q=`&UJn5uIhT|2^U-+3a||`jutR?#V{Gi@AQ_ZT^7sIIUv#wDK7Y
zP{{EH05I!(!v*<>fsy~q_DhwaU*{G^*EZO8gZ{xWHYgr2nE=eY^41i$-@U+(Orky3
z283rT&yAE|o;MrrMOb6ofEM>AW(<D-U@AtPwVnr?&Q^yRlvmnJnm;A<=Stotfa=w8
z=!K%)CFFKPOT$U{tUm!f7h6DsTW5Wu&;fYvPPa9}aR;Dg6a$PUf?K|SJpweisn^YN
zI3024L72?e^Yc!v#nD>HQnGt}$mPFGQeJ+q;>)QQcz0%}LBMoZaa{<IyY;=+;{fo^
z4iSssj+N-y(xpoTZNnN&<n?oEit?oIR>MS@>r|y3b^S@N0ykSIso=rem_!Iz;pyJu
zEuucH;@1<Ia#NF2rB-9F;`hh@t<t&J1iN_LIN#LY@XeT37QP+obwF2?tygRws3?f!
ze~LenC)+;~W~<(o+#ep}p9PSi<6a6+m%j$H3k5DX3GGG2fgO+XU1ehms@J+iQK0`&
zXM~qKemL4;5J@VGf44}_f<#j%PgxpE6q5FvR@Qb&MYewdPke5gS+^WcZRlDA%`llU
zYtKb6nIYJb0a3||Yw<c37LI+pFh5P?7WboDl+b4jDtJRGH+xfgE3H<*@JyO&1D>=;
zC1bte@6u%rK7%}e!d5lM!nRrQDF+O9{*pB4B}FvmFcvvQ>$kF`pv`uK;R`>7sbuLl
z#*a&qO~XwpkIX?^^CJUs6cbZ+$(lOB%+A}1x05}N*2CTQa({1y%U7`WGrM@p0W9Gn
z9KF5W(lgJwz%fy1xo7i-0^m(&kGN}+jx&5lT<aB>1^1#}0BYd^pcW?lFSXDI2T%*=
zBky;aq<l7HO*~_+?=T))wSBDGe@)aP27qwtFFa%DkL5E7u(WSOo$*^!Hbob|FSczJ
zLVLSDj#B7(z=bPQ$ygQszW5+)f~(!b@V1yUgJ1UK?r$*UFM|N}>i%cMlI}*HIYvea
za2(r@<=#aDO<xkaekplsPDK+lCh-51$wgF@#*3W(P*7L4$!Ta6KETo)T5RaiW)ut#
z7nuH`)wg+=UQ;(NLtDMS5keo5LgW&%L|k<9Dn)i_VQ`uGV#s=UB@S|((g{XEDK(4}
zhCk5_&a=d0>{Z$L#ZpHhvNync+EqN6V!LHtBP+*6BP|87*)QnYRHyd11=~OOlpT)y
zKVQWb;>^))()b}nwv@HXFa=6EBFnn=0&?IN>oU~Slh9|JGgb;2!fC^jfj}&kMhB`W
z+F&O9-XV=80(AhvWQlGuqO%$jU^4Emm(ZO-2yp3aU?k~kCg`7MSi$8ijQpJKFs9_2
zVBcisrS8LLk2fun$Cvc5T^o>(8Bc)Zz_qR$7jJcO&H1M+R^_6b6?seP%0b_W>#9UE
z^^jOZ?h#&yP>@~7ZqdMetLhlEGVOiA>tCK$u5og?2#85}mC+;0n(pimOtVuE%%{9h
zH}V5gzKDE?s#4}obVB^K6x5E5x}%+@5*q(R4kD(aLCwpfIeUOtM9P~Itw=AFd+-^5
z78KUn3vR)$_ikID=@EY<AcDg2Fn#Sq7U{x^fADJTfO4x)i(KaZ<Nl3ib@K`r(;7@|
zSfCL3)HtT|t%je%I^vR+Q*(V0fT^QDa*0(~8EO|N91qHOhcvPY`_12<e{})-02GId
z6PmYl(_3GWf8&dO0;Z13+;=>->np{PXo(VuOka1g&#~oII+3&`!z8Nes7;8@n_s6*
z0#RVhW@p~2k3Duj0%##G7bOiIsx~jtuTxI>H%%zyqMz{kX)?$v?0f*yI;-35*j$k$
z+H-El9V_V8ujXCVOkNUXUYbXou!Sn3){RanrR;*lj4)bkriD~>=7C27k-iGb?pk1v
zg6Ew2PZw3cNk|T<SFqa+%gmdwSy=U*MdvKuF6>?JjUEq6BXOQ|owe;Il>DNsiX^39
z^6kOHyw2f3IWk?cP_pPbFvl|*%h8?&GQFC;mzfHniu_MP^s;ib)o%>Yfjdw>Laa~<
ze)l;G7wI6A^iIMtN!%E!pSN$YLX(M0+ti0SDPJY^s1s|}C9#vFIqPXXlisAIi@0OZ
zZp0Ih?<6D2!57TN%UH-Tw{={xXkkV-RNQKfwz0!1!IT}LJRBEs*Y=I4YeBbAV{kqe
zNn^2_oy=X1=TYU(>z_YF;zdO@W%sx{yc7l_Jvc0*TiPrO1@gXX<f0PB;m#ULOBTnU
z(%my(2r850#ho<xRnqv=ZWh>~gM_BWZ`3G5=K`&$N&+Gqo(RQo6g%{wYI@~wUwik^
z`yA`^PsK^6*0)x29QjWj{KDW60c)aIj%vP@NE(_wtVe1n$N1E^pg2DkY#i7UTc8Kv
zX=;8!Th+}iDchoXoFN@&TFbAUpts74X~S~ih&T<8$Kcdli)cEhf`iZ|M>y$8a@$<T
z>$}o*pvb^ULZT|cmKeo^Y8qzsjv$@#+#z^#XpG|l=QHM7&(EY%Rvu;~>Yqt6bM*Zx
z<@Hz~){M78xjcA?LS^ozTu;hLZ8^XWEbrdLt~M@cU6tw;>3@A&^4nM}p3pD#J;LF(
zP3$;K&)heamb3(F*0(Gd234G&n?%M@kD_>D!rk7&guGnCQR91txskq}PgU9UDYGPh
z$^atVx!;ZUF|6Ud;QF2N#oCAe14k1{#hJml^u*5wj`RK<BUK7d{G8)Yg4{e8`yxWy
zm#1SP9lN6yhOF9yOv(WyB`hX8PNgT0(6Xh4QtjDvGEs&k3YoOr2GR?`)!;sE+1tF`
zhMq6QNFE06P^q*Vx3VF&Nsw~70n;u99Ea=Dtk}2u%{rL|vMt=_J!NS~uit8@lOl+f
zPFkYoH~SEk@Zz=|iLBp4bn$csTLYnH5)IEQa<=~Jcst)H$Owhd{f13i!?4e&PHr8z
z&K)GdZix@`D$BjON2?S>z-93o?t@GB+?*kh-}zVIqcIFC&iW$|xESB&E8zSs4^zD@
zJwr5x<r)o2FG~+p?dC&&jJH7fy7bspr7HQAi?hx(t9Km)L#S7ne-V9%dWQ-rLcey~
zp}M~J?Nw`7)U<O|`#22#mYSL=N7aGFN*+h0T?|)J!bEhOZX|o!NQYM|C@M>tt&lpl
zM`04Z{OA#)ci&0akS#o{@@H#KUwsWUl_G}FijE~U$Jv?+lNa4|b8x#Y7D(D{JLT=F
zgm3rim@z1nfBNUj?raU7@6}br{ig)U))`CvH!GzKFZK9(Q~FcoW<qH^1m>$D`kk8X
zo;VU%gK7|tu<F}q%l3>9&F8bl*at9&YVei(^9~5z=t5H*^~zgL4RS(E<aI-9gBU;0
zE65@RhQbHo(hb&j%HoDTod75sMFzTO8}Ldhgp5qgk+qL9G}!2M%iZrr;c*H$8F^^U
zM*lEXnP=kEjTOnuQo3>k@58-)87ngKhaYISli|^8;-eH?jJ1_jdum8QTTT#IYzh6E
z;zgZ05V|iIe#-aGI~GLfJdS4k6Rvf@*{5?6_SZs(X^ElX-O?diIC3}oWvEgtG!X2d
zm?9Ew`FFvzxqn5QIYiRXg;IeuAc4VrnkfBQhnZ6Yb%>{RXHarITO^7)qzG;%6#6})
z|6nT#1wkv*bxJ=OB<9jTkl@+J^wE!x>gPz0mvCUd^X*qg?!5H?r*7NJU%J0^=HKup
zklLe?w>9Mn?SNcyb#exbB`!iTW!>0QVW^o;w54PpX%8GXuPI|+9w=zO?FCZcTnWdQ
zdB|*uKkPX=BbZg09G9$zP6>E#!d`^J&8=ye&ZvT+z(wo^Q@J5aw~2p85Tl<r<T~@o
zC*wtkB&@bN8Tz6-G1~fDSqnHdJ`_=<;q4Y8ef)!<N<UtZmPJ@3eTDrdX&~vQ<!dE#
znmBPI#Sxjb&l4E?vO6P?&tY4ye)xKK-G}+>ZQQey#7yiSv-cHHNvsG{+OTTt7tgg0
zPQ-=uJW93LX|8?scon;(1aIw+YI^xb=N^HpiFlEa{3mFO#6f;0g4nY)*2#|RUXf~k
z4%<gS1&S)=T8?3W?;YTe0hfQ}hh23qL<U0dmj^K4)Icp!amYNQ7918g>P}2CuvAj`
zz|fLs>Q3U1QN-&zV##8mWHcy^!93RtgYT=vlL@EOY>lSJ@y^0{P{yvYA&3r;bznq?
z%yrk!5>|z!1Iyjqb-ogos}FuzKMIfVNNc}Z^p~3;EoUE>NE|j^3O9eZrn?|F<ItG0
zykQ|<%W#>E@(}Ku6N@)i<7cHUSra1R&}W^y4TBr9NwYCcl$l|$!C0xaBC$LC-bYfL
zCjLFOq`|w*l@_EsbSnIy&S|SIwN-^=!uGoU*TyFY)qX-ztq%?ohjr3d>^c>hj~dF}
zJI>Egb1Wv8LTaJkMDD5@D!l<+@}AB&FVAyP=Z}H#+^qc1+7KOp|MYJ9nYrRjY=)tj
zCBsAWS`5h*skqhHD0U&k@%tNit;T8OO^R~gY0{l%@lmv)FJiZbdE-;0{W(hIl^+_6
zkZL?Oe9Hp<Fdo2>tb}^E#X`XA8?o3X79gy96JL?ihIn6rX5YM-kzQpH#oQMY&6{Vu
z-ltk#d{$9;G64^QluzQYtw$5pTRlPYXp|`5m7Pe!WwCcMQ{{R@O8rUf!v8J)8`r0!
z@gKElm#n(~V=0V?u#gUoRw)yZLgw*I+M4<<WwplKDJQlSUtBU)PfMnE7}=JIwN14t
zFCpLwd=XlRfPBj7+_d~1n#O2|8}CNLoA$_c*9R2t6qlZ*+(p((-uk1JRNQbDH%j3P
zS=1-Dm#z{dDtmlR*e0^SH4_k<Hafg3LOw36h+NAulY|m7v`K9Xc0J0(-hmY_a7O4n
zkVag5;*D))d|(&?ZvFk}4-%3tL{9#-;JbyuCvoID_Dv<OWh<Bl!A2-*cqgB(hAwFF
z8#iJ9IMjf7XC>aIv#X`{dQ!AEv;J|wecx?b_!p6kgZHFu(|IneA+9Ns&uJKA7MNBj
zm=Vr&zGY0sfb(ahWfR+j>z*O4+9Aq=`RI+fEnCX+YXpcSq3E&P7>{(0n&bU2Xg#JC
z4IW-9QCm~-(dW<_K<>Eq@S@P>aTU$~fn`aH2{lnf+U77{?St_FpUq(zkvP({vDIO1
zigGNSstaDLuk*&wSi2wh_2BoTn0Gd~;<ASW)F*purPL9Dm^rZ+8z1RBUyq{=Zf#Ms
zbc>hP1}urgf)Sg>_5HlBT=OyXQOZL_(*nwizsEaki85Jwe~Y<4AD9AJaWL+JwopuZ
zZYz0Yjgb?kBde2CRP)is!`km9c)McC2Crq@F!-HaMeq|Vr5oym5xs&RJ{AX@?o0WR
z`r{)?g^H1vr~^Rly>w}dFoPfr|5_DrT)bZ{S8qomS}lMM6J<<d>V`E~rmOZSHK|Ns
z%0?t;N1tWPtoM@P{YvlQC>~tw<jY9{T)%t}rjQT{1ezty5yBwW`G5@oB-|v_flAmF
zJ&SoTl21Z-hI5+0XKrf5^|r*4H1Mnc%Q(Gl%)+wa!iVA-L3AO3h4xNAHn8JOqlC1p
z?6OCi)R21R@Z2%Lem}Df$i^7Tgm|R*MD71Jbpj8guQ;YxeVHV7%!egCHNuc_Usb=m
zh7!RX$yJ1@bu+*>6ru%7n-@wa><N?djI{hx<4f}FjWS;Q2xr@|LPk~A;*D<@<oMb7
zh_<7p55{w(#)Pzcoz`SYjUK)tMzGVSs#aOvT00JG7LlLJB8Ze}%}(In2L*YsZHl5z
zWL68-WhvA%IP`nAu~KxO4(^sT5rW8_bFm8I22vH_A(BW>N4154svlZ+^KV>uY#)zY
zaFjb~N$?DC{waa}bD4KWeEzWPtJk)r%)mO)PaOK8_hmY;-EVaSm$}wOk@_k@GfH7&
z18KPux~WH8ZYmZ$X&~9a&gY?>;0%djhKk6br&TTL;lZ@dIYyl{&AB&aDFl!=dGJHC
zr#tV`x`>{{rnFMEAZnt@=cw&U!r%H`N8Z$3VIp^BemVFmhG-&o#)ow|0UC40t1^=H
znm?dJsnpp_q>yxEjT5Fm79jPO4S$DD%weV(S7;u!d%j;w-MKt6Uf7>6^0FMs?kl0I
zwuzAq^XcpqjzCuxR>kzHs=a<M4?BQl1thZogN_fzUJ{T_p!eAN2zZ|WzB$nG=gegn
z@!!QX-d?-iaPHM}0~#{eQT*3>?j3{2Ky@U|5I3l4?2F6UqV{R6X>V3qD6bV?A+&TW
zC+o{G&;vrx{aeiM-5gWEH|4s~SCedRd*=9|@_)18ssJ{elX&u4bq5r61^4#0TjM+;
z2l~TQHP{|4P&-gU6<;oxCF{Dc@9n=mm)2_BPx6s;8|7AK*XuO$v$YSlYrIaTWW)Qk
z%K&Wi{>)noxxK9VH-H0+e>KeYzv^g|{mDDiKvJGa&%K>;qtYBOcv-^Qoe2f4&0v84
z3o7`wuM|-2bX~UcMW^lTJYn)&o-O_?X9Y`J*M=UfFsAZx=h<u4pmAe3z2reF9ZaGi
zuKNn;<ud*)Eg?-dxq%QKd6P6n$z!+TLwqD6TUN~6(p!*nQcTyB&`(A>K?xR(ouCM!
za@(b{3-Q4flD2z(SZvHQ8EFaF;VHWS19@u#3?30^xgjdCjB4J*{wqn%TDnFX>AwGs
zcO_!Zd<CC<E-+6sejh_3aXc{a&PcN{th_WYx)!=rVzGnP_Bsq$as`?wed=Zx$w)J7
z?|lup7&b(Wiq3J|+svDQ`@nNF-!<m+Yt(cD=_M3D;0lV*?x@ad^!tEhsGZX8V3<<R
zW3!#I=%m%g!OLmY)m1!s7CK*93wi)#^IroHIWLzzk$kDs%;&s7FU7}fuTpqzFNL+m
zaPK5YGS4E4(%mm$5s=i9Xqg?bHvgvBE#g?5D^F|HR(+4tfVl^l#4OEVS%7;j6G9Ow
z`Z`y<j|O-?tBYQHP<7+Nhs0K>eX3wCB!uceSrrBE7T8iSOEx|_NB489v;ku0F1PLC
zKUj9TN&jHk6?_$+jlN7BKPFTk;p5@2z#nJ{L}KOhnQUu<+%^IBmF3@rxuxtI;&gJP
za$o=+_dF<MnWgF71$R`|aPdxau`9sdLa|s4OND|nA_1ct-auyWQ~=OCja)hWI^d>a
z7%b9f2U)&)g{7CScFN3;i;*ObLm?^iKCs2e^JTo&_!~Z6T@%}HwCFp*yy~`yaXW%0
zDMlm&Zsxa5%gp7BA(v+5C`k<qQT-l9D28RU0e!6`5nyS;OvehDK&@d&x|qkUV;s`v
zlxzphZFJnvc!G*Yrm)uD(Ehr_ad(K<Gj2*bc<JWsF{ZX$BkP+SNL=@a$0gi421(gF
zEXGd6y*qHh4ZqqIfV@uy>fZq*k!*z3qNeVb@hW@1)eV+z{p^k`6e`WZ<cm0$u*PD-
z#X%G<TM>5W4LNUR8fa*Cc57o>?G{E;hO8)68qljCzTq>Ixj_C&R*qE6**c$S9&mei
zWCw(696=X+ypyfjEMcMDZ`<8PEN^$dY(5wmkX+Xu>|40tFT!OfXp!O{(qnW0fRob#
z0De4NC^}<nZ`v2t^yuzCl>q}>#f}`I?i&=LK->!m1{z2uoh5zuI$UiKJ?>}%67&bF
z`oflgTy_7^_|gf^3Q>LS+WXrnn?E{Cx%&3m1*<}mS}sHbTERv6)Wa1E|GmvGM`ts9
zZ(5J?imG0rb-n>cn>s+YA8%@!S~ulA<0n|=LihSc|3&guP}GB_R1MZ?ol#DPY|b-~
z&96A9iTpKOhuBoB8^>H9j?qX^Q$=!}6fq}rOy%<R;A?TUTeAODtMSG9l@1zqX$8aA
zM>PXe)GJNdU+Wn<V0mIUd#kv&8v|VTbUGY95Zij#{4a}Pn57n{c|*p{;n-Y_!pAna
zB-&F|754gCIqnrLCt1N`b)u|*m@-cuNXfq(YPPMu8(C3BwtZ-{KV`PE;Z=QBb-r3E
zJRO{zS^*@NM!x3Ec%@U*0qo1c?|~#MXC~1ptyU3^@c-DvAWMbpO_#_ClkmeYN<^_<
zyj=hzh2!KGQ@pM-i3{L7T0Z_gJY=g^VJ<K3=djLeX3Ujx`ZPNy=e+UNxoBj!T5RxF
zb*@eKq7BeAz}&06Bif+(_Z!{wCIm>c)AQb%5t@K+^f*|X5)i??R<VFO4dXL%KKE;Q
zb$h=gZ&_-d>XGB!BOg>?1@Lm9a^Sbzxe&V-7J;p0aJbB)Yre!R$<Ft96R19*O{;Ps
za?ySAt>_>91Ijzx&#tUlA03|nGXfx87Ukwv{)*?e*5<}Ya%p-WW>l1`>jj8CW#wBI
z4gZvT1}xaz=I-7W2&>CQH+o%Juo!?|Z1)=KPLx2uHxB7TNJLa?`m$j@4R1O-!MpP+
zwmPrBtz!|g&6MTj)QQvpdg3`8^p{`-tKPAJxcH*?PWTvs>y9^;R~{kM5qQp~cl`X~
zxx#03EEOD6A@#kg?!h#!+Y?bzK6IGluLpF#B-))V+9ts~wJAqWv_DUCGMrgy-`>x3
z5J~oo6pYtu@p@&v#)ob}Bb>NeZ1lL%)hz^u^q~yHWmB?9e(pSpUPgxp%$WBkU*)hU
z_$+OQTAbY^K)M~bMDuBc9oF(Dif$YK&@PD{YkU|$lH5I3X;BZ~aHCr<bmU=`7F+iH
zTD=j<FIribVFR>LNpfCE6_V}?tFr^3Y4`){rHib(zdKDdrhC;%IX?FDYNR}MvR$}!
ztfCMXr!mi_3p+Cv7kY1bZuexYJbS<N#q;R<dCR6_<Pg@8H~v6Q)*nCCZ-5auS~yW@
zV&(9qzV5t*)Q=uU`V>b+HiRz&*G_R<B&FBfJzbbj`MFK2zhQ(J&&`s7PGrnxD>-qb
zM7KaJ<T%s)Av8G4vBS+iaJ#gyZ9=C~9*&nvCJXL}_6@wVK*9VJ#4-RR(FH-qV0^p}
zlY}b9i}Zod1K!*V_R<*9$i%D1*z^-j_5Y~r>Nd|@5cIpyVRU1gZ!++OC3B{bgRa2|
z2QNHvj6P&P5_j_@SlR5W%tdDU@yLaBGs2Q9HPiCY=T6dXxKK-1VhKEd+vRhK>n;;z
z^r+&C(=jzU-~fMCIMoup#s}_f5zZ${;V!aAm(Y^Px=t&7D=Q{o%3rq*MA8kIBuIdV
z3pa2@1(kdXaql*&EXs84A9FZ&jWK^;rlM@@bO<@ox0VIA3I3KBf&_;@6<Io~yG*9$
z?6q5-#$lj+g@$F77r)%+BryOxz(^@~2<!fO{-<8-3i5E3nz~q1fBO7JQej&6npo+0
z&&yaQd6pSN$VS^TVi9U$uNQ#LYoP310f$?Ni%o-;QmAE%)Ao#W=Akvw6#iVRF&+Jm
z!yU1Q1_uL~@!HEJw(ac_Up3NSlp6?OE+(-Q-Ez%H@QccfY}E9r)d<+(`)<>DHc3AP
z9HQ;QvFufm*rH?kmcPHb9h(|z`wf2b-gtr2`{BHU=)ukZ)`9pyrkRF(n3(hsJHaCg
zElsNLTpmD;|DoJ^AyhTj^QQ;KHppiBeyA3>uW4=|8+%xUj$agV-#?90#)xOV&2WA+
zX@rvsdk;zP`;3tkDO{K_SdMg$yshQvGlO|Nj;^BfZ^G_pGJ?FJF7jhxM7S7QnT(Pr
zOQ=R#iScw7-l}Q`K5vW_sAVK7jV8eJB2@l82`&`kKTVDQG$a1dVeJMaxeD7e6brK(
z)%~L4SyH()SdnRPcG!tAz9J(}K|ZHyUS}KhKJ+6Uz2$3KpmUIYXi5r8O=ChRP<tHM
z0{ezc2~_lr#zG1t2CTiK$JU5j(cro(XF}UZ`_b@LJr(rZ$F?UU)-W#qG@9z1r>pok
zu2M(;?F(MbSjRwDztWUe*1dF4Fiy6ZWETN6jGAd{SUvq|K`xPgQ~vR!E1Ujg-@0_C
zQt-H#r|Ga>GzPMXJH#$KGw$6?&<CzSF(-1yTLYWM-`hTnH`n98N(lJ0ul#+QtXepw
z$vHqC)V)vKU6W@=$cv>zEx6mrY(V~E7W!cPIWV}&S2xE0)p$!<91>ZQ>)uu(jv+h5
zQj_T4@78ob^wD1ML_I^oa>2tK+zA0;Epd{ONjakuy2*PmFn@Lh^dS)E(w+s<UAMMJ
zu!s2439R?!gbPyjG359eR6KT-96SUwt(s$x%+DZQ40MSNuppB`x320%FK$VH+FM_J
znyYcFK8{vCXlYf_NjK&(gOl>5KFP?>`ynL^PKI>PRk=fJlmk~L)N1kl_gWqkAQ{&3
z-P51!Z3WYW@URp+M%Z|E(R_sa28mHORYnHS91BGCc)m_2kG~t|5Svor$%T=?oAQ2N
zaLT{FFq2{-hwun0bD0o$^xu}}RU7Wk2vu6?dtq5!ye5l!oXKu9C@U05Pk1w^AUl-@
zUon;1sp?(OY7R><y8*&QjDI!yMd1(0yL1)eiun>ekDdyp;NHznza1?0prl{c#C65Y
z=w7?lkeY>XPj|;NP#ll}d#lFPlXd(5nLWny;50{Zl(pI+sD*3Ly+fInKVB#U@**kT
z*_chA%G#idNLLv$%h|3D7JAy#pG_l5)P;0_IhqOcP{X7!WJ*i&^A;wXXBIjn!~#ND
z{qBhCz(tln(ulWS<u<Q6jsJTnE(2FQ_FXkNTTEu|I;YtNElB)E?vO*gy%wfTF11LT
zwMkOG*-s~Gst0>nb=ZmXr8j9hYjfKp5<}(W6{>GhwfHNSzpDN?*X5jmyI{<?{e=#r
zp7kmP^Z$KuS0~b4F#x?t`dv}Yn^r}KlvWcR@lFOB)0sS+?Kl|w5ktdh#Sz`efVim&
zXL2&k<wKi2@PkBYSkwj?ne!CNbfx`-^z9K;(*HkytXX9SE?@cW1-9X~Z17Deea!qp
zL}E5VQ)xWwFq<Z<YIPnW*ZzF#ElcK!(VAxeQ#RVif`^gcE3F?Gs;aZSDEGB~dX>f4
bIr~crtYC5Ya@-PFX4j;}<-vtwFTMW<%e%~{
literal 0
HcmV?d00001
diff --git a/log/zPythonScripteTest/err_n_plots_multi/IterPlot__MultiSO_Rho__fwi_FWISO_iterate_m_allshots_5_2.png b/log/zPythonScripteTest/err_n_plots_multi/IterPlot__MultiSO_Rho__fwi_FWISO_iterate_m_allshots_5_2.png
new file mode 100644
index 0000000000000000000000000000000000000000..6141591a68ea8472180a15e4a9b6b564c235af78
GIT binary patch
literal 32645
zcmaf*1yq!4*Y`apB`~D43@y?i4GKepNH<7JOE)Op-KlgpLxXg8cXxL)-wk@6_nc>a
z@As`Gi?wEkd#>1fUwi-l`_lK*N1>MpxCoCPJ$fl343U2H=&>U3^9$}V@X9ZS`1D7Q
zT*XBoA7t$kcI#{tFjpsGuDv~zf@;~1AHVq#;X^q=R{W#56?IyBq$LKD>Pyy&roGcS
z&ebUy&gJ{%ZSm`^a3SVrf!tW{i#@ZxeWUDXl8!=F>5sj<HUB(&UA@PB-jfhpTFRMx
zZUmcP(%)k|<r$wzzEmB<E8Tw`L=p9>I3=q^QJ;^}W%$tsM#LKKP6*<gFbV$^c_pqk
z(+h(LIkc2ymoq{9QLk6dcA#ljTVUMZ3WUgIvxS!$TAn+Fu|bhF$%J{1-Ucq0=vqgu
z4N>-HkfqI{2DXj#qnhjc43m5XK|FxJl79J|5BQb+{0TAe2wC^<sE;1K&*}8nb@P)T
z4%GCRs740CeIp%^YPuDsRM#;h^%!eN^?|%oyrB)`uZs!c#z%KbCILTv^eDuT9u-(W
zVU|~Le?5AXhKuyi$CIPSb5IsD4zfX6i4k&xrq<ynZ~FMOY!$Q$l|=Bdyh3CAFbnGf
zT0U?>s9P2A_-d!51a0yEA0uph5BKQN>(MXh$GFy<zH-r*17GY5G(A6Rb4E|3E_kzX
zXw>2|WvERNGY)=qcEFG%J&SKe7h=7kq><S}Ho?51^tVe~%|HRB-tzeWwgQ8Gy5OHr
z;kk6Fc@~skO@v`e@~w@EEtrl<k?Npa6BCD}3nS~|vlg@UEP{VBkD0cj`y(NM{<(&K
zM)>*lKi9^7^vj{ekCv`oG%-F>MYUJFj%>v1CR&nS$dkPA?37_cI-!9ibtZgB>o)@o
z*$yDk|GJ`oHVnPbh?&9E&Xo2mK~&C%ts>@Hco2dOmV09i<y;aogqlD=+SBc=f=!GV
zBZ6m<_@v36i1&tYxC1^Xx>Gdxf8RF=CtrL2wq8FnKHO%#QWJ&(6=ao#*ftmcmIQkr
z0~_^hV`kz@G4zyWACDm)IJBB}j(o2ah#O1z3dDvaz%P>-zSExqnWREkdGi(O|92MQ
zzBI1c#meCtaU(ucs*gpXDGt5%TF(Z3OsM>uzCg$bmWQ$0Kfnv|IZZ8nO%e6kqWh^_
z;{#V49(y)@+QU+Ws4?z~ie)6Ybny9@q;==*k{s`=3Nkk}Kc5G4{<9UN7oHBlhJy~%
zwF^v5*J#P2bme3tfPbf3O6Avk&R#Efc{Q8nyzy(z`jh0QL<yZXT6t%$CBavBWE8H;
zGuqnwR@uMq4UekzxVEir4fsc+Vw0Db?RcF?#*`c<qom~0)%n5|wiKR|^M<3^o$T?w
zTcthgE+Hqn^c)K=*nY=aF*44YuhF3EJc~7c>XTJmeCZooI`3d~NN0MxmKEyGSx}mu
zs`KP$a6)xb^~a0^=j3CE89y9X?7JQ&YknC|R4M~zp;pA$B~*mA2%!<m@f}np0}AOb
zYjvqF#cusE2Q78r%suVyB@}pq-i(%?{In9Z^ESmM+YM$l@2^LrXgKE*&Ic2!{MGGG
zd1+{>`sE86mV{g#E*g_hwx@F=xS1E%DWA@zqjm#p^<%EC#`W^Tw_?U>?)LoVYez^u
zq|9LW4A0CVE%jOs;lbrE5~NbSZq^zaWaN}SLiTSRC*3@gt*wH!Ufj?Ak!Rf*zTH-~
z_ZrOgDz<_X%0%`^3kP^TfsV*_0d}{_0>0|MPR3B&E$tuUK5ud~>%0CkJJqWK-J39}
zNV>f~<+=Fb9K_=Qd(RhdGL5U(ug2zh=AG<P4K-~ZTU#@3sIPmDoX2xAFsQ+GgxKtj
zLTTfOkU{`Qa=0f=&5%(*2F}de%}h`rA6tklqB`_aHJhXH$EGU9n|A3@l&A$skp{5K
zJoSj-Lor`i3Mqz!9Wz0w6FonY22y!qwS5U8r+e>@5f~qCw5E&iqHlEQki~M~;;>Zd
zQC+Y+Fm8q9xL0Mlqf}w)Z{xYPw!?jXdtBVEVLjV#J5p^OKb}8b`+3pt1);;@gf_XV
z`J}@2`Fe$}ptkn0Htc$fgy~LBqi`lrA%CvO@YL)4uFiN$O_Ip5$3v{%R@!Ba5&6M+
z7G&k*BBJ%<;!CG1SeaSMWo0QtMc&2NtWEJYu<xhdwC~MQzd+ejk&=Sy^|n=4=U;l#
z)p5b<TwS?#QFtdT`@ip&mjKVtEvSbLuNtXD%bxG?d|fcrU5%}-rZE~bHq1BNoAG3w
zwcEp{aQ&GW=l5W^kNVDb1MMkrr=eY47s7`V%Y~-XWA7o?J4`Dn`$={i#Hj@O`XP13
zO1sOh_Pd+<b4Ofe!x_8L>O3Y_{0h5J6%;h5YNy?E*RShqG@L#i(A~lWivtBoZmXV+
zpZU~zN~N2V>vM@b%d1yc8D4E`Mum<C>%5%TE$HL|^~DbcxG+*M83WU=*dm1X5^1ap
zH5Mj0Yyg&c;M3d=4RV7pYqk8?F1Rg()$dO0>LP<oCMtI&&v{6;=j-bZGsk&Ch@M@a
z?>ocl6mCwon5KchD7)UPao)b6a<#viq6@(L2r1aU-5Q5gSZ(G|R)qUJSaeA3#ZtpD
zY^P#AX$q5E0@wO9QeTe|d`SQTN$^<Akj-<F!C*`<C&%lv=g=mi%-iMC$Zg*&v*e`n
zyUnA)>%BpB$*Z%?OWuYCyO{}1$jD4W-70plz2J2Cw}%7aN0I&U83pW0@D6sCv08te
zzpR@!5mhL`omXA`0#shMqMls$V^<+p-X!MqMCB4@R=-*M{Yehud1g+@O;mitV7|&T
zkaKO`S@}5cNjXmaW+gkHio<KFhPTH4@yR0AO3qNp>0k+3S0ptx_2&3;jPJ2!T1PEB
z=A%SJP<s8aB@Q7g^-s7}dIN&Zm<&)nJ|RO=;>mBfA&Q%yi)$#+8kmWyN_1<w>YBP@
z>VBFqs$Qg3>7hF=xGnhxdm=l}dgVuJm@Dvj;W20Ro68`FYzMqz_|oJ7@>I#sd&_%U
zMzRMxwuF>zq(+*opXu?iP()k$emM$VCMRSo`OLyu!(sPnp6Mg!(V~z#IE6y5?`{bD
zoO;IL^@Fv)1}m2vHkZ}tC0fq8uInbm23Q`yTsI_gStF9g?d;zL4Q6(am#Oib2MS!e
z_HkI2!1faD+jP21d^ULZU8g1}=VGZIX9@oG=yl-DW#hU+{?x!w*lcmC`S2P+c`oZp
zI<<YZb?!wg&AhRhTag)&#>bf&lo=XWKQuqNA7naFY0~Ov4Uv^os)t?F-P%@aG^ji7
z*Ik$BmIL7ug-6w8AkFzEng;1UZxAMVK~%QiigH5?^C_VT(w1bmX==qzyf?CP1!##h
zZqk>I{w<Kybo43^3KC%Y{oF6sBGd11>h=k{qei8#3opH&JRB0CfHArZdQ!|;pATOK
zH+#KgJNO3DZbypex<nkUtHGo-!i?xF8@f_tiNAJ2uvu=~y>u<3!^X-e@5qptc8{WY
z-^OO1Lvn#%(=kDjIqCV!qhHoholGUH7*i}seYJcoNk>kSg;xp1y+5raA8~aw0`-`Q
zw@CEHDzBSO$~q;<_L~D`5>v7QwHdj*7<b`_R6xDz(s!TLSVj!dWMK*L&_^pCRFE@p
z4$j%@Z%*&OB~B4<yIfqAv1RXQsU*&q`mz1oH2u_50H*`%Ned&85lX-9u0Hg#Jk}he
zNFKS{J9nk|keV+wyVm<XwYoRnwomJ96P+#Y?W2c<q;tMLsXbg@Um1;Yy}ibxt7qoj
z!+L?7)yI0ic?7Kdkx3b!)79ojg&~()B=x!P4+nAfS_r>j^6_cv5e&99?y6L7$e-7H
zx;1LD($NSR85v=O@p@WtF>GzeW6@p(_!v*m?ISu0PLSOvry(}9^&4r$+TNhSAcDa0
z`HQb&{)1>~l*pV`R(HuTM=dB!8fNF9{w|&*1^CqIMk5(X>$m#^dFUhg@{GkWYqf15
zX^H?*euB+;o?<-bu95dT8B^){+ne(nT^B#&`8oRKLDy9n@2!!y&@|ER`!BI~;9ubA
z+t6s4JEt<0MPq|&A=4;WF-ILfJI-pq<zzB{?@hm!E6q+nl<TbhYBRL=E@dJ;DVUe2
zo%qTfFGagercaVLl~>H!SWU}!wFJ}TAU8&1#QZ1zGl?4A$esR@8K`TunDkw&&5ugQ
z7HFNP@0ubC&dhmSZeI@!b^)t@=h)YD(U%Ow5=rjWPv9f2eXn>zhI)*R>Nz^I>-p2|
z3e>?6V&`DqkIPr`NIv(eJSvEQb@dw%xrOgw8aEB?D)Uak?)w@RM@5=Xe6k8mw>`08
zE}daE;nXbe-f6flHy74k@qpNaZjX}_O{PJ?st*Oh&PqG)jWW;A8z2EOt-S<|2U7R!
zj^!_nSEz+ZN*0^WMj_T;*J#{c!FZJO(nKce>lXK6cE=5Um!sXVD@m75-RL9^P1vIX
zW1jD&NI<QUC@UW|?{LgoZ@IV+9E``X<4)&uUR%I}+D66>7N6`jocrCMcj1!bl?B%o
z4GovTkCNJ~_P}0^^|pMm`7$(;#oFE)38c%|$D)vE4`gnwgXj-62ao=WPoskBI~Ev>
ze^|q5eK!5DoW<@_^7Ve*QrLdtNY3NgTKnsiVEOv%x%OmQjcE>qk8x~U{pWWF5#cC7
z*?2%DXBMmv=C0(A$waWB+4~-0Z9m2!Ch>B^PJ(od-n#k4jIi%G4wyQA0MtTS16O>R
z4*G`Ss#@k3j~1fyU0fwBJcxmk_^ilY+cHTDE%EfCmsI<(##_5Q>-OkS@Ozt8uPV76
zh{XIAv!F$5`E>E_G~T?O<=_rGBCk5sVcE-sa|<sw*YRY3-f`%AYW+nk5M4ND6!{ql
zO6Ovng$5XL12TmVj`<y2x>VzOjF@|V9$8u(zgdM^&8d9FuX5rK38}HsdQs)ElPtUu
zqd~tjp0lP<K2Uj8S?96gJy^v2X4U2s-wcB2F(;=7o%ur0;vglkDSsD`|1N%<>V>lU
zB-@rrSF*Di)0x{!bZRn!a6D;TWV!N`HS#fxnMut_O9LTl@=lVXBtL}nurjDYS`;sM
z;A4+kPcIO_-4%JE8m-mSVsTV~LELCkl26qHAP)uLzsswCm7WrvC6X}$-=wd|6c!OH
zlVrNQ`Cj4riYkJ#abKpA&?G62$nb1M?6wi>KTC8Q!Z(`p6Y!%PIn<=;F{Q(GUHB5w
z?OThbRr$eWRv9*;F&}f?mLiwC1vN3-7_S)jfG6qW+4fHrd}&bFVcFl{I84JdMazCl
z?XBwAtMp7+sobG?9>!ocSKDedW|~uIwl!Wj-T`tC;?`@5&_?-+e@pH`$tT<l6o;=-
z3+wI{C0P5vd@(jvE2*|w-kJ*R=Z5V~>N{^X?I(Sbl9K;XDVfo4cR6>RWMpv3Rmx|w
z+cq^7SlF*lzg(<fT7Osz<k*T%p<Fx?75*;4pVGoYR=AcOJ(Qp=KlN5i1K?IATTwy8
zu(|fNcC9ocQsU>6p;k}!K~S>djA{7Ebe9rI$_ngpYHT@(R<(&A9A}FaXA9!kuGtQC
zq086VQ<RzlPM3zdKJN7m^JOp2pxaK0@_wH4y}ZnMAc6oUU%xk1%Hj;9f8#V)LGwH;
z$Jy-9z)hP>>Pa@^!w}}fU!nR*4E8%Qnvs#K{?Q{&7mI$toA=8yoVm_ztHz@vJU>?O
zoT}-={kHzX4h-zIz1gE0x0d8MywC6Grsvpy5Ze9fc!KikGM#SEc9iA3-{C61Qz+<q
zY2{W?sk<akE!0;R8+U(u3wn3?9ouKa?Ks#d9?Nd1MJk*;h~p~jkhgB{`)c?2-C9s=
zL(Of<fWXw_Vjz+{(&%wm+XW)u$@cj67PX`q!7~;1rGsMq1Q$}!YJ1uM*TDcHFrei&
z<eH5p^py&r#Hc*H0uq|J+F&f2tG8C6&<8VI@V7t4LLVFy3N$mrI@m~ULmylsW8t)6
z_A=G&OYnqP4f(z(uV~tEKA&*CQHPv#<q~<&4n<8o=j)cgdrCOD6RhyL>LK*&?|H2s
z@)D_GyFO!;xE^PSaUgt|birgp(xL%>rNkIk#F_%esTr}1<RyAqZ|&nK8$;51wOQ51
z8FtvF_~s;DzDAD(^l~<}p}<FI<t4!s9ZYjL!{p~4CU7K{*v#sIr}T;PA6e_mX}2Mf
zrNqf?J7Y|C#xOMdWa-Hz-XK`sqZ_BgT{D6PZJ}ns)TdN5ft2XdH7D26!zhI%B5!ZD
z?w4VmgEdLY)z#X9K-`MLgX>)^#iX`lt1kjsDQSu(|MmHX6i$J!s;Rz@My1!$QOQ`O
zGj?a0S`|$U31IlBe<5PIoVE0@L#)<f!~F|;-)w~cxE+#Bn>Ay&M@f`XFYzj7zb;#i
zTcdD&ZZVKS+1}WDO41oDxZD}unK33tYD^`uq$Fa1l&o0JPzyrh@L~(%!^jjm=#HwR
zGefjR{@ir1HowYSYh=CK*64mUV{y#75|1hH$xr1&*b5+gdnA&Xk+F9~G^?gkV}9_1
zXZY^ow%*yn#wz&nZxSXPMUz{%BxGv_B!wG<w|57;(Mb582;_P_Nj|V<Ud{ny%?x;$
zx`$?C6DIFfC-*dzB><OY<=j@aY}%AqBle3}?onw~_Q3MC$uyo%mVSTESAka#wGCVk
z=RR%Sj$ciMiP6194Bs8N3k!Y#=j7yM<-Dax0cMY-XtEte02yg;-G42xrQ%P2pCG@t
zxV#Id=BP$w-bKDcyD}<ty*S1rG&SfXwAqN6cDc;=^DBXqqj~aNzEH7v?-nI07>B#8
z&KiqONdN+r(+JXOUOrdn!$=;9T;P>CJuDa#m^(z&gPG{fcYC?8x|&A^l0L&RY8nL>
zhyi`b5+-B;t=bd|$^CW5rOCV#Lt)&eU4J#)jaHC!@=Qe4YHs$#me$#vDFQJm7;7AL
z@I&|+yjmJfq7y*Az7+(TSl?*iCD~b=<u};9jkaufcX|+S%0?H?upalai;9A1hwZE@
zt~%b#xvVNy@)}4X=8wADx%%UaU~~CvDa3wd&mJg(2G_}ff5rS^+PeL^t7X@yLXsx7
zIQ6SIV)yI21HWv@$;|P-n#E?K<r?iwt-Yg|nCb46L}`-C_6_1*3@<Faq@;%oJ9*?|
zC~uCyTB2*??(sSuHFdYD#bM_Z7K0EFbvo0(B2P;%RqxH7bA`iTKfN`aHWslF^KOp(
zD^{PqU1VD>Bk|ejGbqKPz1iu?-PfO&S2(Y{t1fNduTZ!a*c-;Y<e(lxc%X^C%K^hd
zF-|QL`bp0EX9=E0<Hl3f`Stq!ru<$f+($m<GLqcP$)YKV;QhX&()Sqb;wq%Ur)@i&
zPF5m`E+?s!i-f{ALV-P{s}5d7JdFM^0_^<lD=pblABHt2pW>un;>5_J<kRXFM@49y
zG>YtOf*$LtSR@7fb>V5I(zV-)=7uYQC1)dKVX4z1zc#_OBx4$_hQ}Dl?{RYobs#dj
z>^W0*B5SQ^@}&fiz*%#&49P4AvEkMZz1rHLTw<f+>{7(ELJ(!B)Kk0b`p_n?{wSm&
zM{RijI;cA|{>@6=WA#)Zfi?|e5}NRAG{XlxDf{_7{Um+$Vo`MGGxn2v5S+*jmQ79)
z6A6-9h{Fi{^7IwOar#d03zs#DfYM3g6(#~EecFwwVWvd+xb9&i%XG5vHi%n9xmfGV
z{TNx0A>)|x)(e+Vn|$^rRFPV-P_^1^B;dJ^-otS?-k%a`INh6~AWgo9BjfexYXD|`
zTNx@}gF{CE-}`oUMl+Z%(JfS@Aq|I$PAfM~()48g1r;^Rwy;=gIpPh|042idG6*xc
zM0T(EW3Iwek=FqeHKduUF(Wn4iFNtb;H=wn$i%b>IUmyCG~Awh-*X$Rb$|muuX%OP
z$sfMDlZ@EXLk;gCag+{h@EO>dpmHgVXlX8`?u>d$yrS==5#(Z{z~z;0j=H4Jn3hBK
zgPE%1rS)2^1+=9&ZrbJKr*iaKiuAiltqlbX*0!e&LKC{QlqmnA$=?;9KYA2~*uqHm
z==baBZ@>}n_$)pu<~4592R9CVqPdtc#_p=wezJVW04oy@z-kjF?R5FD=?h*hp<*c1
z7Qqq27t$bKlZ%cq3*Zs{g?LIhnYiBfo_Gjmb3+R}{SgQ1!wfAN@ipP!|4y%dFKXBV
z_Ert@?^TFH6Yy}6Zo(D#$)h7C1vm6a7=Q43cXN!Yw{^&uR>Wr9Pvo6}h2V~~rAM1g
zf%ZGBKht0bwnUgVhUD#Ee^&E;y+S^tExa9GZM^^b5W^*ZxF@{h@BH}EPh>Gd$6VVY
zni9`5-&^P*qoq7SGNzwMKeYUm=SI{l7atP-y?KvtkWC-gjE*=b!nP_cOAy^b$NFg>
z@~pi#P_#UH{h0p2sh{NxqJ8^~f&c6l1F%~-u1|;+BAzCJgLDk1QW7*@vfI*>(Gwox
zC-F?N*wpi9goZDD#LzOVCMDH}kw#&3`ujCJGvIpNoG?x-9bwB=th;)u?T5oRg!$@W
z9;)<0ijO%OgF*M-3{=VYhGLFd(1L8k@aR4(z8^ps;u@UTd&rZYZCQEDd>>9RiYvj)
z0o3tn!xv>_@)S5Jc!?eT*-s<Lm#wt=iN0_8bys5=i?o^g)#Ir@6>2<<NZe5*H*wmc
z-&=v}lm7j+2ZWmN!ormIZejIMt-Y?Ah#?6ex_=kYcJBQ^nAQjQ+U(~|s5oyupE9o>
zlJ(q5#)T@YBNmRyIW8dtMv;BwB$o=Ow&QsNFUl-BvLt7cINpF!5xlgSH#PeSSE?Cv
zz1u8&cEi}kJ(9KfBcBgfzspvrfGA1G+Hd=C^C^1zIp_hk|6b!(DCj?P4<|ly61QNa
zU?OU!h-bFZ?NS}g$`>cu){9Knh)eP8wCDO2S;b7F64`$tRgO{UwAtbjlTF*Zw-qCD
z`iazr2v@|5HED8rAn!eVBy3El{Y#l*c!g*%U2#<=ZsD+3sd#ZrzsR5Yt^xJx>#En+
zkbm2++c})rqu((>5FK<StViALgBjrPMumKkMYzGE)=zmR2TH`silRp?%P~C>_C{Z9
zIyfqlW+tluPw%C4%t^!RS8ZyzkyNtYAtC7GkQ{X=9|m5^pnA@D^Z{Fs6qyQmpYZ$O
z%xc;z_062aq&4q8d=U8x^SiK!ku6{&-nW1IZT^Yu;2q}sH3O{u_euV}R2+T)$)kSA
z^qIg#TbF^(SV8Jw+5tLPNY{k-tWZ^N2QK_^mHJzX*unnJ_K$mSk9!CNNU@C4MGRlL
zyO6GaHGje@j(iA7+X)*{`&Nra>u>3d&o&w)W$U=O+h)<Q`znk?64A+*_#ryF?VyuA
z`e*3+hj;ub*;a@G83SJixAeME2l5B1*gf<2SPnHhc;BT27^7Dl!imhhpI<72y5H--
z94QuDzGl6>7zS4ZxF$Ok&x2LJr`pu;p^<G7(v{32Rxi)};GnH5Dq|mOp2vKX@f%_h
zshyNFC<`QA#HSiM5FO15g`{a7%><Pa`)eP2^09fn16J$X$KUiw^>q~0zk-G8=VJNC
z_sa&HEwQM6?esAiKjW+!S8p7n>550os-+!q$QktDcGCsXb7j$FAvtC(F+1Zi4Q0(6
zlmrF?g3BS1UK@g)lrG+opSCPX>3Rg&$!fSMJ_g$@nCm1pmDwN7bHyj|HGLcfo>CD1
zwwLGkxp0W8G#1F_Hw{U{{q1=nUfEA|D9Nn@27`nPepI7h4p-5mkn;5B6)TpCkK!hJ
ztc=tdFwVy~4)+ruEOwE@71NNVFyolJqj`Qy!C?6mhQTTz1Ky`ymF>4*oA$pff978Z
zA|GU}F}fVYj3VrQH@#_K>fTuHNAUEw7yBOI?ry!_c!-q$V>|zf)Ax4%o;*TFwqveo
zBFs0HI=X1zeZ6c%v*#_Y(A>xdcbk=xPvE4pb7cvcr$=Rph<FXN8;8tCxLsOa1a`?O
zhBt=dRQn?_$v9?4&`$zK9Cj~p2^?v23kL0JMfyXWxiQkKur4Sc!f6;HxCt#}LWAhu
zzNsFD(fJJYUkAs1V9<GM;f^T8x%NvjN~DD>f7jzW>vbguLjYS2hGUO+P#Lp&9I^0D
zI$`^qkB)Xtk@9FinZZVtcDaveWNvf9YlW21@@}#`%y2>3rHE%c@&-j58-1^R)A8<)
z5g^(jlNV{d_?Jn`c>H}vh95GWckK8y#r*7MuEq5)e<i4EndtJatun}*2v`1KnGm}P
zi4GF#<FvzpNWch7MjiaiI%M`U99VeSSUh%HSQD|v$X6w5?@F4MsCzk%Kw@q-ASI~N
zUiED_(rA{xI4@!R*_#$B{gV$X)PKDC_n||E1JcBP@#o}wi2eR1U6L>S{=5`UOpL)S
z`jSOneW<X5g&khNeF$AL%bnSPp5(RNV@aww-HVGs3Y(HD;X}UR7C+&@__f0I*6r^#
zXuh+G;dXLtR1Q%C>N(ND7@=GE2v3^RGuh42{8a1Nwb(uELm@pNKb4uW{8PzWlermI
ztbAp;3KK_uKqey>e`S8Aq=C<3DC}sRr~E+JEdMt`VYSD;J!W#ZWl&M3pki;oHX049
zNt9o^G$TVH3<P`-?w3(1_KekW>dV01d@=cPQ&qK^!>aXp?&~}{wToHwH*YRbLV+T`
z{=8maMVSXB#L$R!Y|PZj`OFO`xX$7@aDBIY{k^=-W_zx?jqz1L^nTrb)%*OFhd9(p
z1_Ei~0Scx2wy9l<_3YvGuJs<fP#_-bjQNfvkJ9mu<$fPf|KkMT8g-8mjH@}?OoNB@
zYq@p{l>S%Tpj>S=njS4#vtH2cjkGxp9cd>jBu~)}nuCqS_a6@z|G^bC%Ip>j)VT;1
zVZZfD4d!>ynZxUbsshI$-|&K(vj$_w_2xE!M3^u9MbdE6dRtJvcBdrSz;fAPu8~ly
zahD4yaIP*3_TcJ;n`PSSgO;%zatVAEgQcw0U|iVnHlbp@)2`WG%w^3qo#C`R4;Y`t
z;;Rw$v#i|dtMwP^6Qf=5CdxQUm62Tcb>e#qbK~4*m@+5Rc5KCX;rvjcMq#e2MI3%|
z5S!BuP9~8E<dT7^{|O5B{KN#8>COQ(^)vN<F^arhh0E_>S2{kpoDDresT+9sU=cL+
zN3#6U-|WJShCC&;p)5J!S&!w3)UxlF!>~94PTXU$wH_s52t}gZCr9g`Iosgd_I&{e
zz<57wHvs~8T-+&y*`nn$F9G7XD0MwyAY)@B9XDb42VC87vgWJ<Bu)D_{zdX>lo7kA
z8rR;V27CHkas5FY5m8q^nJvaVVoWmp7S0;LBo$oT0lxOV`Vo~&%mM+izjWu+M%Ram
z<0j929fFIXHs~M#WF-5P2^o$n+)L1a<QX5QJXSC*4hWK|a^ZVi2msBv1*GJ$JmvXn
zok@!Ff^F-4^(sKw7f(DA&mSm|_qtubl{Atc?JRuo(_h&0^`E<fb_3DLcV_1hsO9sz
zVKQp7?mo)PO<Qxbh_chU3asFqLfDPa`@5<Qbw}g`Cfh{~*jZbNq#?kWfH9ct#4KvC
zuP%@TzZ!?y{gVGfLS9#qin2KLNG&549!zZ$p$-=PymdUuB2AeoV5K@Hnog~)&D-sQ
zoE#2~LQWRlFcs9DHMW}ovjI?GBT&#EtS(ciUoH<joMd&;ozIGTmH#O$K}CR?3<ze#
zDNOwdJ@q9BJPVN;(0T});mX2sAGh98i&P}0u2^(I9Dpl@h+J0zk5nuA+S-hwt|X^a
zFeXzOY17bp-^0*JCI!;`>z(n8O>^L|+Bo;Yx6n)p?%Iy2tt}|(ARyA7bP**db?ziQ
zNut+m0U%HiyIzxIL3IT{Oe9?$*1Q$OX-a-_;qb}~^LW5BcAFNzkR1Qgo`6btm~F?j
zwNt03GND>0)kMOu-kC<p825bK%VPqI7ZOsz9(LRwbIgPc-n7>by?iyCCHVPi7PZzC
zZ+!t9rne9-d+@xt@m`lau4UH(#>@n;D$%fmz0q>K7bshf$G!7qI{^v_DZ7V4u2;$D
zyoq)TaAIYg4)fdvH;0?N*O%@v*5gxj$%L{(!Pn>)P_J<cASbVyh#FmV^>kE}k+B^l
zgB@=kvADlDtve2mKHDA6y~wAfwgg;sa;~`ta8X{H9s2Q8b-Tm))(U~&bVqNpWXit*
z<_%C+{__pj^~C6x_?7WC<xPvwc*L7ZEdXso$^Z%Zb$%J%Pp$i0I7}>T9S-}g>S1c~
zOsR=VbCwjpi)}ku&F+|c{=l1MV^c$_PyNu{mynTCeM~^|)nPTB&{G<ji;2?@CcgFg
z(jDbc9?6FiH4Sb0eaO@A*VderQ18t_^EF|IjuO|+C@Yl05IH$ad(CyPz-a{8a_eqn
z@YZ|-E68M~?AA#CMr&)cL9xb0<~uk!UsVV)IyyTl55+Q0uP?`Z{=g|3?RHO5T%A_y
zUcQv@Cg4~*Z>X#Mh3EvJBlN**A}8e^&{i>dkQB_N&gaX*w=IB;p$+a-AtGWZ6)iA<
zak(9`rn-*Y@<&jCkK8@y^H)7n__3vCw-hXA7z?wDWItP1R65gFQJ>}=FP%shLcS*H
zJ`sw#*k<&YU{-25(Vr~75%|U>hL}`V|7H_n)!|DZl6oWjtl>jwCDX)CFqguOeOGdF
zzKo=@JxsIW?ex*x!t~u_<J4w?3W7u9Gk{55159e<f0)$tF+p#*Em0!7Wzf1Wb)RLY
zrI8V<Q(2{#4{{tcqsEE{og`_>X7G&>pxp0v9^4@A)2d5rPoEviAb(Pc-7VKvPy$e(
z0`+x=*+cWyK{vW&U)3pg@T$e$cm|=%@XPh``jv6Q%mgQ&<q2w|v3aNM)ZShv<ig_O
z)hG?FJ^MM2+w&=X1)FQLMAw;bf7Oi_%vv4i2bW90;@6v>QM+8%G@uRIuM^gt&(-W3
zu6}MWRu~&89~M2PX>jT}u7$te&p#z82Sgh0!hF`(&lgeY!izO-dFG}x%`U14VXJ6u
z$_fjZx0a1JL(-)CbFs}CLr?!or2c5=pL{z^tb#rKow^a)vZ73A=Us$-!EE~+C$MTu
zj;eGCzSInA?V|o+ZMXVH{=jBUT${|?GK7=K)zN-qF?z3l9S6(-i*HwV8tgO~4?XW3
zyPgB)UVj@z;rnH0LUaCZ%p5@A+jDh>%We5)4RtzK0j|za3uh&zwcrNW+{Nvgah>n2
z<6TLzs=Wrk_VJGo&a^ju@XKv4_op-0hthNP`jrkQVD)R&dp;m{!pePbUESnu?qoZQ
zkMZ(Bu-Zu5C~?=7)x`XpezN8BX|W`aS8%<bUn9XiZ|Z1#|0Qqi(eoy)4it}qZNkIW
zTqi91%~lQDTw_kr-g?WaJVDSLNXpv!eB0ILY|%TAT-sC%h=SE?`Y1rs5h0KPw2iDr
zCo0RyHAe9st|XkPY?|L%Yw+F_F+fNq`D%FpW&lJ)gBU)`HUpuLJX$kM{q@{{SXyrM
z&SX}8zEr;gAdQ6fEfd+9gkk-Njjvb?J2VKdHxcQ2UC$<Mc~q)gn!QW_4?DkZN|I@C
z$g)Wa_UU8W_30D}a9*3V)dwbTPtAV?JfaeKM1~0&3Yd?{2kwcR54{B{2sf8yz@DVZ
zw!4o}9*q^<QgXwTu1kvY;ESx1*yT!lIju*w=4XEv4UpzxpG*B`P60nxxA~V={Mrj9
z@a1)l&WM)?8Mw?GD$7c`Hs&jGZ6uj*<dkRGd>Ru+#YwRniiP={WNxk8^R?$}*pHqG
z9`nz9wZ5=m#v~yk0nv@rfM#FVwOK3|36U{~2MI<Z14+G={GVJF$ix)>oy(4FeCvQ`
zLcNlHfkXB~kim!MnSz(lQ<t^oSf{o#1~FX!lIFLeflKy2QeoP0c~R4ZzE0#3U9WBU
zjFq!a1{n;b{l+mo*j57qy+STM2KM4qG=)UTJ4QD+X)^p)a)oJ<noD*J(-_$6(>|w)
zfbAS~B#qxTEJBKk*A6?p-(lY8)uhn{hlH9<A4XmR!Tk^W1Bdf|>-ZN9d?<*#I;hpF
zQ-^o69Eh_)qik8(vjf7;NNvsqpWN(|He%9cxBcXugeA2<-NuR|@}spijSSH8mR#!k
zzHT9;mIvd74#+B)pFDjxL5=zScIfG$v5$jL7_Jl(@yL-#WLt+!;x4Mt9F91v{qe64
zLy^74^IiRvM1rQj>y!5^%D+L>--C2xZ~8Znx-XhKLe`(3x*n${S@4M;Fk<s8vTVU0
zqJ;b6vZO$Ca`nE|GwNd{^UNvSb^f6CFk*ER^)F1ZYaaSUo(w9JcIpo&Wu}qW#|tjb
z2?jStdJL(`ju;FTU%TmkJ};)pi}YCYDeq~^DX@QWRYbvZ;dW(FjU3?p8%f<4aXr6_
zIN#qz99a)DIvm{Z>Ni6c^s}cVzWa#GI7;ybIV?QI2`Ycw-AS)vl*EUfVN`#@qUR@>
zy5+s$Dkc~fQ(*_*6a>0M<w+r|d~DX9qC^C$7E3QICH?wK@KW%;8x62gJ>T~%K#M|q
zSEMMI0h4IL(Co8h#@o(0|4J2D+$D}F<}9%wyBInnhHfr%PqjD@elyAM<6r)Z=>VnW
zpPH)-r1@0jgJ)!raK)DwMD8lM0!)SqOsZ)sldHzQ;&VnGWc!h5JeG`|s2=9ZO?2&i
z5Y1M|&elLW)mZt=^Y(Tr1Y$uJtU=@YL;T^DNZmQT5-(J=dg+7;zUy5Q|F^@{VxFmO
z!~sfqmlNw-XjE@Lx*10Jye(`k^ST^+g9eQ+EsXa@GvR!GQ4IMbN<W<c_qgv5b^6W5
zqdj^+HYR@n1`h8Qgg6M{ZS6>h9Wxq<T<7pmOGEToS`hA_UR6QoksTTGv^teK%U*~u
z;Upe4!`4TBxHG@;5;UbDi%)rIWqm^z(KZp>25>mgkhWOcZ1e4u&`1lqUg5qWEy)=A
z7p;K;PG8<(kFMnC+Va)6htUgdd}6B7qR6e#*qrXE`_Y-l5k$3LVBqPY$A1rhMW6nL
zXQag7ouhvvD#Nm;9yoBiUTvsVf-LAUlX|C)#cm`H@p9$#5~og{ex^<$O6f-oVM;^D
z_BM+~P~Ir7m-F$`M$%d(*Iut7{mwmScofII7I;KsGQ@q-+2&#`->G?0E#P_#?8?RL
zcsbUK)~b)r;*TT9s&COR5(0p66+c+uZ(!_u;r!x0AYuG=sn0?G+4<ib<epa#AbUIy
zOs2Ia#Xf^O4E}T{+`z22xJ+SLxHSyTSbBAK8%0j5f}1cobf)cD7nuJU@ibAl*o2|G
zpZW0{`Al;dsl1CGb7+_}gA^n|GvjHdOSR^VcH?fL)pk~9`r8yGX|&<`rR@{q^WC1#
z<k8gq<zE7ySM)@irwxisGC+}Eth(#_C`s~sYW+w$Naxvu@9!3%g6x=q-<_?SwIA%(
z|N18m5JPKW1g)5fy}SHAP?Q>oY^bM!&#Mj*C(!oy@Z{V1l#DZWw!9ZBVC*@YYe&Fd
z7(lla=!2oOh1TC*_(F1)gSdh?bU3sSRn;_gTkxsNXCCA5n92Aam8fNVusxaS*W))z
zEtUKMS~$LIge`s2#co_?lfE=e=3QXo61|dwu0V-jw`Eq9eE#ilKMlgZ*jOxx@?FYA
z#o<SGdj_TN>Dc!ghV?Omg+FdSu}u8E><@<VFUtE2%jj>?@;`w4TjBSCtj|c=79^{3
z;<yyt6O5R~9|{CEUB_0bb)YV7QEamgRLR{QxT3-r0mzm~olYGrHR$Gzk-3BKOUP=I
zd62`a)QEJ&EjR=7!zMbDL}U|C`M%KczskX}&8FM0NHL3c335}yj18!P(iE^!sp<I;
zbQD-oT%3-2MpQ$!MRqG3nqpW|FuIWQ?Ow2y{y8qNdq7c-?n4Q{4*wT3`T$XUeDp-K
z7#fxIi5{UbGUOXBnIcaDF@Xw*Q8&+_UQpMz-UE*}PFo9l8J9<iRWZ+uAn~jO&&zp_
z1gC`5<4zO-_p-QeQXIpO-iQpWz^$oz=-v}Pq$;1U*eItE66p0lu4T%Y;+hR1syayT
z*(P)D8r!H9e}V-l&Ef0`HbPfo&lJmiOJGo?W?8TK0)?{`HbEJFu7EZpzJFxaA>pb%
z%8UBJ-z4|(=ok23_`pH<PjTT-v?1qT(Z*6s#E1-^E?93@6(WN~$ud0a(i_x06K*#}
zo_jve!J|M&5!ebXO8y#Ghu)T*dqLy{L}vmc_vQrZNEvdP0E#}M@x02=*-y_z>veEN
zYp^;=y0Is=z*O4B9s#XuN^z|SDVcfFDpvd)2a{Xysh}7SVJ^JC^r|2j%C83fn7`<3
zrZRDTsNfo{B9sV6<aj)>3Ro(B@AH=KOE%Y@Yj2apwE?4&>!_vLzdL#U??Ds$#h~cT
zXQBr|5$8yi)*)ayw5%;rILBRf^M`N<wdR@}doabCHKRl=Qg}GLb*!$?5(IPL{m0V&
zz^!b!o?N~kBCuS&9V;J-gAukKPxe+f6aO+rroET_LKS%nE*^YJZ=NL+&m55!f5Cm$
znNWyUXHiKhn@S=VI%K=2O+jZEI5!s}#ZF;iRij#s-`R=E;=sz%Ohu8;+KX^QZ+N++
zHkopu4IuqT9CY_>4c}J6e0+*>A3Wl3g;1ax`}^OSiH?s)naGAsfCXnP`ACAFe2%*v
zYtI#PJO)`zMlux6zBDI;fx1UHU3pZBI+Wm;_-o)_rJ|p-lO{oIZ6ZPRZKaLy%lkP>
zon?FnCh(z*71{y(oiVno9-r7{`8F4p<XF9oK3LAZnO<U-+u2U&j@%6h==Izai6J@Z
z7-K)o!83wSFUSBdOZlu^Avihw3tI~Cm^}&o*TBi(0kJG8fJiL<lMvr%@E2tUy(jO4
za-kfq)J8q<)1>Y4xi5=#n@ohES{_w~n`cEtycAG316+VZs*|Q5X_FB<)$qZI^NnP0
z+QX@#Oml5Y=>v5>KEkqHHTuP`BBse;o3?~J7Bmf3^5KvgF+wbIltYpVDNk#qaAq%`
zt{uU2Db}yFhiIRrJ|<ZRS_iC}R|vQSqiG4Msaxq;VRy#%qrCgg$L)guON4r6`5zGc
zJ3RS&p2ICuh&&<2=8hwRV}quM9;s>~Qw)8U792HS^(YWQ6Uxvc%J+N5@P&?(jyO$=
z*dxRIi_Gl_S5U!oNqc1{t#uzpBq0ku>d20SV#aVL>^MNeXf~r`&yf}Nk!O^DvX2!m
zAJt|`Pnk6R(R8kV(7wpmL~54O8h4PM<8DEKO$7J8p)%`1qWf1cTHyZgtZ*L`^$jU>
zAYLGqR$C16QhFsyCVC>}V<>FwV&Hua)FNpqc%6-JoU~k1{95M_95ldMN&p_lC?&J`
z`clU@S_mv)gc1BLoK-5$Bv_xnC-YNr+s`}tJ$`N0$LBI6JjU5{s-)`{$vyaoWH>fF
zl}b=IL6$C4x)y;=<k&n2r(min9|aDJW3eCSJM`_VBgM19@P)6}8o$Mld)e{t==1x=
zSYxWxz0_#;v;L`$4_J7Us`YhGVF$W|qIAsX9>?rh2bPSJhzz4VZJwuWdAV^tA+3G$
zT?CYxK&Rn^#^o?iOi4$S7n-m(sdOf)x0B!))ijOr<<k1efjRINzjwzolc6QgjVe9<
zt~Zxqc`4GNj2sd*PTB(0d~cgg>2OqlBP<0i8$q00nz{w`d_7^{$AqfE2Fa}*hP~~x
zo3e+*tn(S&Nc6XlM-R^G^Wx7`_?-VMu>=zI1<Thu;Dj(c7LmHxGDVqOU3&-Lj#E33
z0w$yGECSSxhV(~@GL^`Zm|}YXvZ0G?s>>LaI2;M92p3ePBsOeimL>_cM4FdSS#P{~
zq1S7`Cysje6)!!Jh52^_B2iA}t{gGry~eSnQ_2~Jz@ee6K*@~OxOd;H-o!=XO2P9=
z*B2<cXHB#ZvhM%Ud6{G9(SJQ4{pH;%v$x9SIi}NRUM|j#z>TF9C4E8`!;z3PzdZFi
z&9OZ8<24%fQX3g(XPE|<I>De<Ry%{snfRQI<|n)|^7(TI=SpU|0?&yod;XFM;{Nd|
z)U~!#g<X&DI~bx<$8df2qvkzw5j)7veyh+uV76uZi@}PR#a1E3VGwfU;YRO;cH=9M
zsIfoH$MUT<gcAPDQ1);ziKs=4OOsLx^2&`3%%}YeTLkh2>2b<IV=y`RtqX<FA>mKT
z{Zxg(>1h{3TB6r)7UMO>YU{s7(yZQ2qOHxSiQw7CCis9R-D%Ak19*2Tn`SBh+V6L+
z-)$e)qpRH<YsbZ{`d+y_p`U0yV%uOTE$}QjNx#SLu>Kl0Ih10LV?L7A$U6VE4?wg!
z-I@It<8|k}^B+TrS!XW->&|8pM^bs6+q%!^&W#-ffObi)Ndyqc{uLbiD>y{=@AMN0
zXh<Gfp;Pck9th~joY1eVqQ7pc=%9D7E+Zm!+hwG2YoNzxylNev#dPLtdok~&PA_k=
z<Njvmx_y%EkqFT9xyx?i-yd_hq-G0q_W^D>9Q81f2NN*mm6SLE7#)T8#tNV%qvNcn
zo5ROR2E4Br)69$jb>xm^cTZm@6ouzzClrTn&HrYzfZ7XbbKK!1v)|5sO0Coe6A&Xp
z<%nD=wE&6425K?BYN9gv>^a|G&zqV6I0AKh`sAl#n$6=UKlxIg13*5iwC}d}s+xu(
zk^Zn6Xuz&0Ztb*>t+K>cJsx)C?yuQ}Iolqs+#YoU{5s+G6c9JwCA;25)72kzi`J=|
z0&RXko8-?`>M;U~gL<G%vZlt*nEQCU!O+;aYT<?oTg@&^+HD7udQ9DMHaVJ3!?A-n
z)z$I3^)gjMq2jcs6s7@OZF;s&bl-@bHCrK{r+5ws9v#@1v%A>7yT=Dtz)4Ap-EF~n
zQ&`SadUx3ejP>^FwEC)DqtugqX3;yC^R}!La`MZ)A4==A@pByyFTOp9z-7@^65I&1
zb(_}SZ9|y%^IQF~@_Xo<7Jg#m;i<F*64(sdHsnz=9(Zl{lcd-m^C*{Xl&T3NnHd`s
zvf5k-U?)v{q+Txpn+$ph9kuH%B-ddD=Q>?bm!N(U^vKXiEfF1G{-85Ptx(e%tm_3i
z=qk%*EYF~NTO=OjAEfvJdln0i#VhN>^U%XAXbK!o;7}KGXyjGn1`qDcHwIcy&q;aK
zmY=eI9m7<RfQ}_zU-G-~`X4#mRC1>}^Q={~0%Tk61*j-U9`ATScBXe;T>HCZ5UZ2u
zv)rtl0}l;q5P|i`on()bN#}#+;&@6)l2T;}G*O02a&;72Obu(F)I09*x)j1{VVl&2
z&h&aaU%_!qwjfZV)zXI}uKr{~?K6Tfx}&XJ7!Ic%3h<u(Vjp-HKu(1&^m;v?&S-w0
zl2}y)cjHsBQ&SQUW-Cfp@|muIpPb3;W>aN}K5_q%Q-%xTB7E8c2t^?*EO?JGaF_yo
z4CO~XshfUnqXUT!&>D)Eu`@Bp2Hck1%`ehwox0&2t+A#^A>g#}>KLuFKbeVAugmet
zs{ctP9BK-Y)gUT?d${ES?7ZlJqenYFOZ@>tVZ+^DfT+XqL+JcXimIu?R5l?uL@V!I
zM07Mr%0+ixfUy-rbK#+{98R(FYikdM1_dB{T!61dQ^P;ikJ7$Xg&dpsfb9VQumC?t
zU+uJ<P&DZ8<HP88ls>uJR^N|MjKp7y`%^9DtR=FOlppSCjCYj1SM5bKQP}kwzX6=4
zY?N>fb&52+Ym;IPW=(gB2$gDQZ+}+R2NQu4CThr6B<}`NQ+<0@#;75`wJi{i`(%xN
zP<u_N&klO51y!IX!E~*`v;-^nM)ltJ7Xe(rMUN@YbcXzzUnEB!whILuwn+wK1-ypG
z#dRv5zN^SMPPR_dxIJ_uNsWw})a@J@<QlOe6OOC{ce;q@^Mu)cXOLPHJl7BjiP=@&
z>Kdrc^1=t_jN8K(&esR$;$bKc;GS3sns??$G+U>+4E^bN0&9k;GJbtu4hRx5Zwo&D
z(t49}$pZ=Hx)(11ElMk>hyd%~QiN;!xy^K-WG}RfEk2%Ea3UYL8}lB*?I@ouU{#e2
ze$%v}BWVF7E2Q6T=hPe~F>TGJ$BKaaP#L$2FDx)fQ*v_ra=I+QQ$^-R-*cd**%T>v
zw~o02P|UX_sWD)rWYEvS={T{X${}gPvNXep$-(L++fRa|ZL+#41rrGt{?p{eZ);p`
z66~-(sq8VQvXl;j#WKz?Q<PFa(IW#_l!f&Qq!89^ddGdTs69gojZ?IX?Sk<7RZ3Yt
zA8zoaEMzwY9=$a1&adWzR&s@POmJC#Th0+{fhVV4WKoo^ojL?*_I1;bUTp(n8qghU
z_|P4@@uxfX%+&qAx?>Ry55sT)?WEB5?goecYXuPC>S2vXgQ?yX`dF2Aop0{ni=OJr
zv=7JS6_`R5STh0~VRI3<zj!y<PxJ+NJnQN=4cOK+<Mn5iARa?5P;UbJw9&e^-9P$b
zsj55hVFFWb_c;?<z`7048LP*`em$na71v#*5$|vz!I}`?`D*Sv&+3XhLA$z=j4dD?
zykk8sssZi^M``e^J;)2D)(G6IEByB#D7}kPAv#oB32_3!^8e8)iwLyJdfd0l9#`fT
za?L_}QPRDU_O6?$GtdTs>k77=>9&2bHD8a{c7Z!><wmT%4i0md*fTt?cO}0&WoMLi
z4i@TpYnPb84ttlj0-+Us4GTe+$GlVzO|v4^@^f`7L%dg1Ls-ecRq<q!2%kq$+^NyQ
zJFED_RCIYoc`<3-*%(?uA&c5=d@e+6fkB0$7YH#VNW$xhBqMo4#Oh3m`a$%$GYE0J
zvlHj5G~kzohNh#^44<srDpdANq^`-<;5rY2)M8uFg$XP+?mYb?zEzpgmeBND&yqA;
zXeSG(yBtDmzmfIdOEiE4&?Xq@ENN{Wyj^&G1xNtIr#G>eD?6N-w{^E*{dNB`?kh<y
z_L|Ss`2w%7)RXT44V`|1P0I>N8_)3$Cva~|wMK7v%;c2Y(FTt(Z9h~fAl_k1^RgB-
zU|5p#sDq^K_IT318tiT8pI|-}8Xo-Wyr*=(C#m$8ekj)%ULj2IZFq^uDpk?;r3gXx
zjZZjFEH2F_f808FC4;`Tc+Fh%%u%qkk!Z8@XcDu&*fy`JWS7gzRLVLO)q(vjUGa_=
z5ydF2xOY}r&tY=#uO<vM0f-ij`pan*C&<ROub5+0<g>4lVvPES-7}NK;3kAsui?+f
zK1Hf4N7fdGT$ytw!ZTtbGw`bj-h^Cnws|YHmt#VjNgf9DT&hT;qKEbkKXIP{%}k~T
zUoZgk6F1Ov9e(H#{7>&L#N#l0P-N@U1>4v8(yCw^=eevTes@5JYd2CLbLnKkK+{OB
z)@s71AF?*s`ILo<l?4gC?|SB^uv`n9iGPmu#;HHktl{<$=f@g+3m@wDt}=zRGEKeK
zjO0Wqsd3|DxMI28P0#I%@fV7QI8-l+nC)!>l$n})8G^=Nk;a+$wxYcCLs!9^XQy>7
z7Pb7+9ib8uy&O1oM8+UTkQ&-1{2|$a`b*~tCc(Dd6noy5`C-c(Jps9^zSyDit3Q;g
z(Q0J7!Qk=31%^NEkMxWvC_WEOTYoo1(tiqUlk|G)FWJ^rr6gBIUM?-Y98D(hHC-m!
zyox;h6}$Qq4b5(jdJmjPYjiIt<89$qoyywN3XX8eH)$HU*q(kJ@!3(}&~IJ`&>+Fb
zUHBIlh13RKw0;N8E52mx*1jXlt;;rgMbFDt5tg<-yEs}r3p60o0L!+MF<eI($`L)S
zXh!}3_r$@5x&vXfx?=_)pN_I^OMEh$=$(GT_>&CQDl45KPq|8Z*Yq`=x>n%zDi^<0
zgSec_o<3+FK+ox+`+Y~@KX>k*bvyiXkmij}M@dyxmdJRT3>yMG5qgT>0MoWyF_}2+
z>WCSpwO<ee^`KyEj4hr<3i))J#oWulfssl+uUs%cQ2in{kw=i!DbkpeId0t@wos9s
zqnzVn&iYW0<tchoWqBqI55Y-Hu4;e9N)NH<)e03FYcD<vR~!`{#G~HlEm`h?XQH_I
zPT;;!+G85=vb0~Ekw(UbNk~^ja9Ff`*&!&E-7GMIuY&;ofyFicQX+TZFj58R+#|@}
z{~bs0{RQ5}*DqymbgV?^B$yI#F~f;@Gl}MZFdEfp25x<K>Kr>2Z5SIlGDVt>r#W;u
zF}jxO`YV9LGr@=+i6n6ye?LY<<~0j8@#jgS+YubT$;Bf4?t+6S;aFD2Q~b+P`bU-s
z#Oan|7W~B$1=iA&#H$KDdtwDYr1Eee>O4avVn~_A)IpEK`(vD|I@*7ZuwguRjcDZ>
z)k)RmLT57@_Wp@0<Hw#P45JR1;S#G#RxB78Cw<gz$ly1)a(B4+BLl>8nH80<$%WJN
zM-6IRIQ6|~{0Fr|LjpHl{8O=d>W;m&Ou@fmJ}LnRibfUTNc&QTAD`J+#ufUiR7x(8
zk&Zb<FPBwCdhEbpI@sv^>bc6|EsLtJ!<Q=X_LjPQyL<>An`F5JV@50)Q70))X(g>&
zY4UWKFQ(OQN%#j0_{B2P(|K|7Ex+)_nA?dMBz81r1Vd{W8(;3GU#@#T8W`Tv=WQ<!
zJwn=Qd5G+Vm(HvxlyrHIURKi*K5IQL$n6*L=xZ7Zj1k>hZ6yV%T)nW%5ZZCRpbv7}
z?VoxRbQNR-)r2h9;?pw)AK<*(CNr-P2Sex0C6G%zihz44x<8|W+5q+QANFepc;uXs
z?CfCUGXrQVnG@D=@(J0pR4Xrd+9bABMqarNV|idU7poZ4W?qbW=*QYMrkkY1nz*&E
zfT~&)NkJx>MK2t9A9XMF9Xtzp?ywHo8&6NYb7882@S2GHWnatyKAGcVaB1U@3v~x&
zuK`Ozsg?<bm&T6viNw-t9D?JT!@e{M16Ivh%Fzg#&~}f0!!|7P<fKJfibMsPQ8roA
z|5Mmkheg@FTicS-jUq!yH%KcC4Ba)Pbc29&s0d2q5CaUI(nt*;NJ+zhbcb|`fJnpl
z5brs!=ls6!`xmZ@>)GtR@4fe0_gV|nZHz9xfQeu)#!(0QAxJvPZ`u0Q*_!>nb1VU5
z=EHUYV@GveQd1$?)vy6h;^g08Ir_aGuI=kB+Tm_`Ke>T$w;M4TWb3PIN{qs*BzGFU
zH71LETiIWzHK9b2@W*s!f9!~fy(zo6#(9D-iQ~Bf(rWi~ew54PQ~GbmEYfCw0q0`&
zeC}_8qU9Wo135>}%@MpA!Jje_*$3f=eVGTp#xO!vh*#nVL8d>w(OTdUzx$~FcmUwg
zFP7#n=2PNSL6m6+CSLM_jGdqpW!d<+H$k&{KieU+8cbPj9hMt&gUMf-yi}u_h2-H=
z4V|&GtFJR&viu9@ymNcV^5ox4k>7JLso2GazLAN*vWlcbWGbtEqgM%W7sqIM6;nz<
zCKpF*7T}qu>L|3XiG&q@&p@zSsqZ=;9afmZ3DF<su6?CtUGYzevh{Q8j*}Yt;Ll$5
zqPO>qaT=48oH2Wqqr(o}(U>HHs*#}*mz%^WHjW32+gP~qRWl4rAlYzP{`V7ZrUYaQ
z!D<_?HFzMNQYtXvMzKmS6L;qzuT%oU&d7#T(Zq+Yj|PVoSbHDouL$lIIsY<w5}f!i
z2TK=gG~jYSURKZp3bg9%XOyI?aao?2GHxJUX{S-s0=B65XGu4DJ%!a?IJZ1TW=<Lu
z4}b4okM8KTg)1p~J|=UrlsSccV;IVk|HdQ1c1-4n%S04b8UF?BD$mB5r_Lj@s$C<c
z%SH9bwzg+>)Hj+PAQcBbV>5ENDC*Zv%?)v;siSj}_8j8PekN#*m?sxfC5xBf@!vFj
z5qgOBkP%=0M$z)esW8@8EQ?E4)pG_+B~XlS4`8hy%k3mC2uO5#fU+m~6mq{77|t`J
zs|ESrb92?ee6a_W-e)Set>l@#@&_50Qm!hRLWNNo^SMrpxp%q(n<Mfl`%0?sPlVeV
z8l=mU9W!S!>xL-XaXQm8La>tQc;P2St(xBPT4Vz+WH+;zeng=I!c;}LhFd95ud@f8
zfu=ra>w#V^xy&u2fm}A)RJgjkpjm)u<j-clFV-^g$nj!aD|ZP(7<hJ<q-jVg?i+8l
z$XFzXP5usa!&!e?f3ZBelBCSnKyOJPwz3O<SJ0lOnER%CGAsAJveS&}Uo8`NL^G?U
zP@g%wiu8=@#xC59-rRW?$l-fAuh)e89ktrc+Z=B%-&|LE9dw|ldpn8>O(D(g7f)LH
zEnk+0uojq(I(Fp880%)24X=oNf~*b;31p?tdo5LHiR3H!n5Rdahgb+b^`EL%GvrH8
zNEcM8{r%v!{27`cFE$)KMHkQL8ucgNS=dvNV>q@E@y)&9rc%|6RKAB#=V5z8oNuk`
zt*lBn?un9xo@I$T9Ui^(Hfz_<+ukvIIDcC3xsoC;hS5l0Vp?CJ)hWpHrL(9oOV`G|
zMdv7-ww_26C=`-$UlXTjP%dPb?~$0Un4s$ItAq0~D3t2oKyu^74=!r#4ONBKk&Ude
z+%67%D><uBJgZR}9uk4Mcz3czzJ2D-FTwH|bXpynpMxrOlU3YQLgIpkXp_x?BouT=
z8B@Q<d6gu>m#8@BW_OZxlV66-*|ZC%*XDO8FhS-xpvFPg+)F{IUi5XYKDL>x?$+Lc
z%p%^OoMQEuG5Xe+L~(R(rJg$$f%(+herotj8f35n4dNdRY27X?DsDBkM59u8i7L<1
z7zs|=+yX&T{x{mZpIfmsyTc0dCzTc|l<h}$Wf2qy_)@n(;y+)@fWgUGlfL>PGhx;D
zDXa<z1h`~e?!;99%`+FJ=315|^9($?_}5W-ySVS4vvq++oE{^ln&9@bfa!q~L*xSy
ztnGqHSM9bcT1Fc643-a{x?AISGgnkpBm}}!n$y+<Th&{s_0~_&{#3EX>op#jsO5lo
z<9QXP^^F-U^vz<IY5^3u+Yn(ku3oYy5b<yf%@;D!Pa`|!3n}=B*A~Vsy!e(#?9dKU
zZD49(Gll+*Yxii>djOhOV;km?5aur}^KkT2VaGZOuFk>09R^Ft36P;Q^Idf+5^&f)
zz<(bT<x#I;WoG84VhQ;nDEFL=d8>D0X%$0E;IQ-!(Mg`EwZUt8ySKfn!oZdO&7IpN
z@+Vh7$(7XTKin&TZQ=dEpW5G`@kgsqx`Q~Ad3A7j7alxD6=|9e5ADCFHs=}KtRk)9
zQf(doR5l8#KBdi=9ohPx+VpM9JPlnzdrv3!JyzWuke%7OUc>~eEN`*0B77l{XBB1I
zYNeYu&hl=nsJznbeO75q;;2|Ri8}E%H50Mqf`GX&RTcR_uMyLcJhAE$h8*pZhGc}V
z>XNFaNR+PstXhs#{Il_$`I2sLH=jwE;Ek^SsyCk9ZX*y`qls5D1dpnHBUMQ*?+el#
zGJ$9{N0d5RGorv6PksDfyC9{g&gY`qJ#UiqcXHA-m7$a9QNp%GB*}5SLUBn3Nq@9K
zKa_9P94-+qQhU))iqB{OwKfEmw&;CD>A*BKsJnYZZzbaT|MKOg*{#9gMC0F&e26)j
zr}(Jp35wn3TZCMgAp#u=enhM_l@(5}ft0}{5cj1ckWB~@U&!J<;!X`V6ONrZ;@Qth
zlsTnlqsqP&<>JX#@1>pR>yLgTC=w6PoQLuI!ze=OB|&r5$6;~O&br*B-kq8!W1kuS
z&BCGIvx=MhcfS?BJpK||jo|faPXVy54}(Q*<s#-WB+hI7wAn=I%5~tP#~OBP_zX1I
zC19Go@Ij&p&}l;)Q$KN@iX4%uAac;~ZVG827(z~&-B;QIbI#&VmLar`)|5)eBU*a-
z7H_#4sh@EOje~noc<X}jEXW7W5w*8zR;74cJ!R=st>a1n-PT^-;1dRqwoaB77UiY9
z7=$ytW31D$rqLAaPpqUSuWDqk=@2~ibH3dvzymF<l<cYwVPE!@G}3}V8*~5H+X9Rs
zQ|N7gfvO+Tt?aMmyneiW7*RpNnc;f-lHek0?o66p;~oDhz5T3`LA6-RSN_&z0;mV_
z&AknCE-~Y>{^2~gjuqZhMXASH5M$StoCP1W_mJaK*$3|&;W-I)Ef_FQK~Q}`Uv2>w
zKQZqpekXnj<2_K4)n+nLBJ3l*CA9X4d7h-M`A3IUfUW9^bo{ST*!UnA>~9dqg33+<
zFU7j@5D(byN*ese9r4S#e1rkK`<15aQLWVcU(<DQr|-b=fA02*HXI`UVvh4Idde*q
zaqU2>9%??i>85%T?gmA&^}KRi%o8v116#6(W!)<qb%XlkwJA>L9l5JdCVRvOtsXZ&
zz=HL1lVft0sl+#bOjdW}dRdj5HYgfcKD6ZDKlu)2+P{>syhQsgokBq!mB9OGGI3NJ
zGE^x2BSL*S9;<;;ck-n+yPshuU1Ptr$*BE4CkyE&sff{wj)Xmz64II`W`!k1pt0r|
z7%TwxFZt_1Ny3h|h3D#cadr5oVWROxIEQZ&wm%*vX@(@+1RXEd8~lQBM4&W3&!9cJ
zT1yQqOR3<;lXOoNI;Sm)zl#8uh2x+T8$PGJOaCKEQ62FKO<stePZQ&5%OlL%5^_Ig
zR*!^6s*eW*2;wA@v05wG>^F&!J@8MJ<bt6Mdoy)>>)EN<LiO*i$V}>yn$0#@3yR`0
z=;TYTys7l)_Fy__zV1W>S5T$N=4?!kwFYE<dvtq2xUHmR$@znv$Lny~pd!wYN=H48
z5b29n-e;HB)5~t|JM%zSe9bDH%q}+3vy*znz**`oXm3v;;(T#Pz?o!ta1fB8@2?Ix
zpZI#E9K}fB2)~SWJ#|^<Qxe(C{$tI|-dlUrZ|8KFH$-tJy1ogxJ`_W1a_j1H0jDS$
z2$tZVICOwnYj7O*8NKuiij*7qMeYN*$kf+vZu8pkRj@(J%m)y>TcYPpHGq2Hdly^M
zcm{-yd1o6C!yvhQTI+v)JwJrQdsFyEhV2Uqrw)!b?s7l!T3n*&ov`VBJMMQqj)VCJ
zPk+Xp?wrp60u_|^TG%b-`h)%x3VQ_5h&=6ubF}2q7CP-_xwZE5N)rHieONzo#<`9<
z+>I4EnAOmT36AOQkI=&F<AiLzUPsLwc;~*_9c%ebc8+k}=f2j`I4+EGeq&<pB4LN_
z{rJEPSdmz*_G<t>Z=1<AY*bvC#VjG0kfuCn8I858)YYTMs{3&Kvqx9>#Oq@~u@8*#
zW4^DGCv>dm`Eshvu{?suvord3aoy5%4Db3Uh2vu--vVJM3gVw3^`K+|F(K1|kB2uj
zWOuszjvcq}?y^!f;Jl$5tAu#!1o(MCsCdsljfi~qJ{+H!<lJ?uG^7o&2rQV>NL3ZG
zi1sxLFz7Sq>SK{}WCY975+;kD5XqptRt1E|%zKFP3UP0>HfW~POA=Rj-6OPYQEkZy
z$8Gi$AErxubh<*MfT4Xz6K)qG6=5;Hx^t(j%5z9B({e=bHPlogsQ8^*_mh`Hs~=s4
zo}_puu5>#L<op_>J?51yI6Q;RStNH4x3zj&KhS0#X&z~JBvCG|tw{^4f_UVyJ8IHy
zvwiY3kO|Q#to;@Bw)JlGF<;2SS7N-rqyclg=~|!B?`L+9M*W$Z`PL1`#R#Qy09W?j
z$rWJm_L!@3^s4Yph(LpcQuhC`9a&KNBMkEVH}@4Dn?xn*-4HgC;??N(Gmd{NLo!5^
zg4>)__a^(`?F%*XRQNfj9AARhq2X@OiqOm%7X@H*0=S|WlJZaP){+=_7rPjlm^dq-
zJVE3F#vfDOFLmpK0oe~n$yXw&t(vy8`F&8jmci*W-^;mv#sc_W<`+AF(gBPdu&J0F
z{Q)jF?Z_LZ>k`d%(J%Je@0@bmGO^9d%{ANnf&!QK=1||&?7HvAo4>Z8bwzW`(K&^G
zXV67%JO*`@zQ-DtR@WgD^}c~;H@#Cm(EzBkK<Og;lRiC@cV8b*Oq!((4iDLFPSqTb
za!S-Y?L3D(;zZhQKim_dV%O4QRw^UAG9>Zb4y3rSjCd2*UQhVLV;aGmQ0{~h28b4X
zm54_gg>rB<eFZQkF-!g0nwKsK@Hag+_gF7Hcw!^OesxkQ*y)SKP6;@UW(d8$pTWAg
zNCxU$<WchE{xaq(KtVS8OGdqk;XEt5p=2<AxuE?8BdV9u<#FupFEUZ+)XE?0<37|*
z$}M=DyITSL7S-<1ujJC`PvkcxUnbouZh+twwd4KNM1+|ULw#RSN}d}J<@96{x6<08
zPw$Qj56QdS*?8Zru}-u3lCa1Hzs!RuO3pvdn{$RaR7co6M+ywp`bspKEvLG`Qu
ztH)vz%N#5=vRKJ7jh&9={4VP7Ey1rxX?7l8{5xvk<z9B4URbNTns6(t4&U;FGHQvV
z@=v#Pt9}9E4Zwk}P;Lj08ZV4eV4>DIBL1nPx|!r5(5OG{Zqk?$QNIINYOrb_jD5p7
z%gifHY`5EdV>V$5HEwWnbt#+jLc2KFZ#0XWnH^rB?df7-2jYDBB+Yf(OX>S(r<`~S
z0)O5N2e`QC2CWRL;T-S!h>4z61pzj1Ytvty0JFfE`h|t#pVjF~DapLNF0YRUxK;KD
zE@qCFgnilNz>xE_ey&t4pQ-DDZ+Ccot|dV1TWh;#cYaC&Lhv}M8w|xSmq1?s`7m=n
z3mBYrn!2ltT*-i}z`tK}Td*6bs>#pjTnU@m?qRPvZ|^Gtc7rL1<ISzJKP|CKBZGsR
zqkRW}is<XQl9J)Cq?sbadb%h_-&ZYz$gIxJ#2^Al#XiR_;N=tXP^jDGD~UlOl?($l
z{3dYej(Q`|1QJ;9?)d8Ec7FaduKM@<5a1&BS?|Y*gW{N%gW(n?lFPOGa{#88?w3~@
z69ER#zxw4zbu3)HQVi<6Pu>nt)$Z7+;ZO<ZDACXVUQzJ?*!1Jyt1@7q4xSD3e=08;
z>yOkgGoK%?NEj~;4YZ7)_6fR>290Ma(50KltCwO=Ao+1s0KeLud@QSz;1hSXcn)+0
z)_Awd>Jnvaa5P@Oc16CxT5H`*-(&=<Q8vWP^|o%><dQ5$o3*N#EHpOm4qIcyQxE0P
z(q~~aF(o?jzg3eT(N|}i2dOqkc&Y^t-?65v3%?<UZX^Ggh11M;m~fV2-DIFUu7-Th
zAKgS&>jW7Wk*E@FuxM)}M_yW!OXs(R9rRhxDAFnZKoBz7$oZ}RT(-jd*5`J*_{C%A
zcdf1uzI>5$qZ&P4V-|BG@Hq?Ew@=(xfyO(3+gmPIyrZ*VKVH69&TUVfUf)yeJNs-e
zr^0F-FxX@~pG!5<a>>ujV{x#wo&M~2{N`p&kVN%v==c}2`*?d>y+kek7Y}`Wg`V|;
z`W$GzZ<m98iVS$>v<DqHm+g;-8g32&>yI{l%$bBZ$EeY-Hz&*p_2w-g!aKX)1*n>8
zO^JZNGa~03aM{)*bGT?1;Q;vf0jkQ~9swO+uclZAyuRNMgXy{?v68M`KtIHKtsio&
zb9B6vO)hnh83=Wt19Dg2E8S6f#0l}$vhH;eI$<AY_1wv=-ksLbQ&DjRhCGTi$2uB5
zY{Mp1{_47!ec^<Y2J6-Esd~}k@OqyRFUjp^Um<>inxg2a;|5?^$3JtFlgMamYg@M%
z8{v`6Z*=~3e+)7Y3BLT~pq$*?<N2i54Cz~j-kpH#uwwmUT>-i!O$~T&a@p*p!^u%f
zZ{6-#=N@29)ss@c5#e?=?-hGuv<rVoBZYPJv$7r_|JpCeKVv35k$pg3uP12NGbx$C
zzXkA|h59uf!vlc0sqx|N@@rL1c=f_uR5|P19y)MU<VYHOmGI-sPe995o>p?$a9b+b
zqZM{{SolR#pxBhl7_XRDDnMwn*1Jdh2<;7iW2@g#hmWiRW;u`3g+8Hlsw@{{Mo!|1
za*KWf@*InZ83*?MG%~cXYAGK&8neFg@ACp&#AZR957~-$Hk^?D70kTpy1IE|k@jSZ
zY0lMU?+TTT94zGA+fFjOvGdxZdhg52$~~l~PRvf(Avd|-lZi*SdXqUI8$|tiT;p}A
zOjh9FJQ?0tq(@TGQ|tZ#)x<SCG*KVY4^G`bEATxO5ks?hwn-ZhEEh!IL!TJR`XVS^
z?-E}coaSdr(T*~kiL;k#*fSjkqMtP9t{-MQ%F0nlZ7>*4$Cb6~bJm`5el+`Taq5f4
z$%)0eS#3%f;0whbp?};YckcV2G(&NMz55=L04KQsaFQasy_JAss>*e9sc>S=>(2%s
z;E@K%O!@Z)C3eRc%C(&>&cmnPhk~38Z&OnUce^R2zqjjz2;jnZ2`LJu3Q;F9^7GF|
zzlJVnuQlIJE1{^nC$5&!Dv`?=Ir{da5r@*JC-RjNPkrP#aP#7ht8<|;vULe%p#WYw
zQ`Nqw{F4FsGN+QfxyGKTQzWl({*ai(QA%Unx`x$zBa!16ds?<5{`GGaE(wuuiG^=Z
z;*fHqk9Jj>)x75BSs!0RQrD-vi*HE9!avxz_5yjC9=XLU9>lFbuSR<#$oYoUd$5PJ
zljZS6?Q{|OV;C`HXW}wjPA!>39YJJ`1%zigN{JHMoE_*Y8LaU?_YkujBb?i~VwOnV
z9ZnA`1RgDlk?<6UYs@mxN^;(c!njkJUjzEe*dmyA%bqeQgeJ%w6rYDRNx;WAI=3UF
z>QRkrm}BMA#eMQ8a<8h-tVgYxE1ZU{pEgHIM2p_9-J>(6XnP53NcE1(o&7uiZcfI>
zT0;BlsTUbC;wuQnCAxZ=Bd}l=JmKiK%UEC!=vAe2b+9=(iSVkM#v4?;>fCRSSSpO2
z(oA<s4Pm8=n=-?ZGUoFAvSs~TRkN~cpK_%M6IwHk!3&-n4UUe*`Hbl-eX9ZietnsT
zuZBQ^G+1h#la`a#{t1s6WyL3!;<ccBTGh=}e(d6zBYc`r(7Ob*7m(-9tbyTBftH1q
zvMMPao4pruT*I1KFc!C$nW54{`3CIaPet&#A?-Dd<tXwt&eeyOvZIgiHe_RkKGs}n
zs4h(WFI;ob>Cu7bpUc0Wf7J~(<^Kq7ye0kRDVC(SlXyx@xm126#uK&rglDv836DGm
zu53=KJUVLciwQ;M8L_Oo1Q#>9DsssM;>|iMNt$GNz)sJngQ2~v9-YX8zS~|>R#~l2
z)vdHL$cgAnph_K%YY<C>+NR86v8jo*q*h>CaPM2DQzEn0RW4nHVObC~f2bWk+W)d&
z`qzSA>u%$RDC=J$D>MRnFPcvoASZvC<j_<~=!Av~7T8egJAw)NMdU7AoeJI7lT4bk
zZGv*|ZKxTY{mH9~OL4O9SB&`##`-@E&y1_3`U_0FU~m47RX92R;3XG}=TL*O^}2Sc
zjmS0=T81|#a&XU-xHFIG-PLWPujS|4?5OM2){Fa|U%d8$*2{jdN!lt@<~=URCtoEB
zfMYW6Cgq=f-)^=={(fexUlFuL1=&zlwQIFi`IIPW!Sra%nUU<*Aj<8XSoi05Q~|i!
z#4{!=_4yJ_><U%Z(Bv=RJkN!J(%Ds57<e9;gAcpW_PNA~LC!)*C2Le$<K29f-m-Xe
z3ztHkcXog7GF|E13ODS<a-UtGgq7$bi=)^oss8}Q1?vX1=>omduMk(VFUpI7zFC-~
zTM%ht`>P+|LNoD3`F5JRj;sa+HxuxN7awjhO;^oWM0;rUZlrRvO_Zo>3}d3~bTrcL
z=Oa5YxB#~8-PJcOQN`~CShEh}@k4BQ(&^FR(Qn8(t-&&sBw?w2c1wH6950qOt(X3)
z;ZAF5EYs`VN_73bjCX_=O9x52KC!IfPkfN1s`1XuQ6RthzT=DSvreD8tq@u7lnL=f
zC^?-`tEQq{7?rkE73-HZkAy`A*X&Sst8H}(Bp3B7ho#Dj&_X>?s1~6NTPG32;+!ZG
zuB7p{8n@PE7{H}%$)y|5KioM<j?_OgE&6#FijY7Mhjx!4h`uKINn`fU0LABs6h|jL
z@_|Bc8eP?t2?a*#$kDy_!4kUe+cG*Hi!62i9Tv7f(&+X{36Sj@p7NOU!Qb_)jY5%j
zs+cBfnx{`Z*?vPFObEtX^*@P;R3k^wSuZ<_E6^yC_J&PAM)jlV`e{-t`WWrgnX=4r
zhDP@Smdw&7rZqRWsl(FTeFe*0vr-bNZIa~Ko)~Fyav#!wI?)E&i1*Y<EPUfpS*`-S
zd)eJz5RRE*S*6X9)9yg0f4MD6MLAY`PUpM!@9h#AM!vj%uWlztPRKtz-L;twJ||>!
z=o&n?q!Ay$!Og885LC^cj~o|_pBgD63ZV&0FLo5t{a&cLnkOX;UmPFASV~=z^U>O1
zFU9TPbHP`Z)M3=fkWzV~<sYd@n1{^Yeuh8MwBV}h!*Dl6{%y95FmqP*bC_!Ptk^M6
zk!@>K<6sewdekS+zUowo*)~uYeox@@nzVszCS8V_v>LA`pFYr;Ro*g>j@zq>f=ZP|
zL5Z9O+_kctX(7`u2kl@aR$QQ_oPu8C5@l|qx=Vkff2vnUOBdauSq&T3#bW<wnqy4?
z@!daw)?wgB^t;$SzG-^cS<&I_Ke*aMrIi^cA-P5gs_*3AF&bSo_)8f=V00QL+Iei8
zva39;Y4j>NWAr>TPP!+i>JM%zHEk@9#B>;_8WSRR_Go1O=pyv$?x|RA2P?DAQSKV;
zSQQL#p;s$dsxBRko7{_&{4CX8i1&$HYgW!yF0)V*CIpr?I8>1q|AQW3n`=Vy>4U%)
zf7{4cKaF*W8@c-UL%rdPbdpze*QqL3P9Sf!v;Qf=TuX=Yp!vbCD(lp0OM(bSr2!nO
zC?Od8B4&bl>=9m&pbT53WU!fby8irG&=WIz!Xp@N<l9-OYW!pI`8+x$Ilf{x{*>kW
ze;iH2gfdsYra?c^`dXb8*+j_}S(@@M1UO8N;_7gt1dE=x8WY<G-ewSL?J<?p8`;q=
zI|iI_CyOZYI@g)Q!+6(it`CZ9`HTMu!x!P}6?e(^>!p&jUOPDfhoo`{z=V;v$sHz0
z5+OW=e|HDdk=3Z^f6LqfrH4j#@rN=+4n5X-Y{bYw4ny=dxLT5<TmCXdN{LHT@~R5H
z+fewx3C;f%MX>2~GkKC2DG}<Yl(PN{L|@Ods~G-_W=(>D?5&|roO)}keY@1bBEi@9
zaOtI;7%!Uli6wP^s?!Bxe;5LYx_)mz=@e(^bRu}0b}8(|`M)vvj{l_{xo|tWwvp=~
zy_<p`W{iq8kY+Wae3xab8mXcn8YU}V9WKpP(Dw{c$|uOT|8!COX}oHjfRU_;yqIQu
z?a(Y+Y$LB;8m;$xiPbKf!NAq_RzE6g`#{Xj&_1nUNRqjVC0dwa-&vMa<L9E#75{?f
zH?25hlT0&$(?yft$lsQix(LKlka$(Eh`e}bteb2et5f1Nv=&GwD)n#Gsa$N2D2(v0
zlbf~?n%xyejbW6zu-xz@Y5;E5E-y#BK<%`qVJ$L9Ctx&To(S64GiWAqUa*CaQp3(h
zxMcK0bx6Z_TC1W?wFB?&-{!6W;Utzza1-PCe-4QXyO)xWW28oMZ&<bugHY_%Be(n~
zp_AYkDIYlQtTcsmU7L3zYr1|JJeUYp*;(WtLD|(P={IhDt0>}1c03LE0A8$?|MEe*
z5a0dv(T_naHxJ(`E2QT;G8i)&Nvt5;@gNI%S;T3rrlwVg$~|iRYo1M*3bLQ|G$`OS
zMwSbXEihKev;v|GgFee<A`llpc^>Th*m!B+b6rveMRjiTm{_QTxn@Hrg=}AS_%~b`
z=J#P?3k|D^8|j5p=}#A%;`+^ECgie9gM4N-TutP-9@Gnf-<H2sw`Z5acKz@ImM_HC
zvi4CT9&;^^@w#xH#Id~t$;=gBY}HiLtCRG?^y;t6!^POR)bY(yyKAj`G=LY2dJmi<
zK8G$kr(f)22Us5#rZ%6IJ3iCFQ!Bq8;}FOG0|m%o$OE!{LnW$jp%Uu{iPFbX+f5$M
z-QjkXaF%jx#!&rE`kTW_Q@WEo=0X2{XY)u4{qbHFt*KVx({OA9Lu6*>cv^Yne4a|I
z=Z<D4b4&y(tduICW|iIKWl=*Ln-rL<Z{@PyUwU>)cWyy11|adjY`jbZS?J|Cf*-Qv
zs(n9TVqCX0e^Z8fFUv)=ah%u{`xKt83lr(Z7~ow>rDt&9Cf?F+)m$24)%vX$r8#nk
zr0d|995*p1s+)w}zi&>W5}&lq)Mi-@)1<jpF5_`1U7GBD8K-Xh5Jy_F2WeKNhf#%0
z<Dg-c7<O#kv3*4|2PEw}lOz}M$cQD|39bd9F2vTC3nbqA0cOhZAYagN1c0C3%w6_V
z(Z&KKl>R?~QCF878EFV<NY!JR>$%{1G}fr`TGW?{V>8OTXA>iYSL0}CPIH^7<ugik
zNme6MuIahL)F_rCopvj+lx#P4PlOat&XYl6VjFYx9F`_nd~jHxdTY~5wkoN?55<uY
zg72)^eXK@<mCz{yU<ujr4KnY;gaq($kf|{TyK>xF5Mr-))vSV|wjJ)U_YZ9YcJl0O
zWuiW<NOSLiVk&PT!=HxkJX(wkcL9nKYM&f5RrT@Bi{Za6qE4&Act#AD>hXVco^tr0
zCbsM5DZtE7Hcd;B=*hTvgoPqK<D!PDUaX3#KFd2cyfIq;Y$kz-1emOqS$tNYIJc%q
zan_ir-&z-mx_%p6GCF(_EM_KaL_fOgy?DZN5?7wlev6!G%>3my8E3Iu7S!Qy=6t{%
zAEeZg>3z-Qu2!_A{ZH`eDYzB8!h`a^X%s&w<7VB88<}kI>T7q&R8RX7A$SrF7Jy|;
zu<T>Yj|8KQt-_*72(Kfou8xNO3Q&{(RsVb5wcntrUhfWPJ*rhM*Bd6KwuUc;G+omx
zk0mew^Q9onb>b4+EXtru2B6N5f^^fgSVN&rcLeI0E!s6)LM^t#OOk8E$!SnO#4SbQ
zM4KY(^d^<VYKB({i5u;rLWA+e=uJ7>al7rv`3-|Ld6t#1L?WKa)7Ftt<a6_?^UdTW
z1%Xp(bxT;@*()|xD#k3~p)*KQ(+x}+fcZz`Ssbuh%a`YVB0?b<4|A-I6uP_u^zf@H
zuTQo>vkO}xTAKesYdZa_k|6?>F}`a1YH8(k@yG~vckp>on{%5VO5d26W9;xU>+P~L
zN*GM_%tOy56)?7O$JgIpZ^WzVGfr1FV2BC=WMi^nDSAz&4yrcGmbJNqQ;$F>+d$!R
zYBaVMo;=X0M@#%T5d-pZFiW$MYiX`xm`l1*L_m8#WmBdCO^+$lZ%VPSN)HJD9En$u
zP0|nnchydX7MgDMe3@+Q+m6cPe=_%^Dv7?vjus38xblVfS4}ck8|qRpeVO6rw+-OH
z)33Thk#dTsooN7Druh$BR`EaCvLt{lV*oN<zJl^K9S)AgrW5%cwh<KxKmf<l-a4;S
zbE-*1JjdcFdU(d`#A+assQ%m}xv2f-CK2^zB!}r2Deys04b}M$vTdZ`&^y}|g-`(U
zi97+2u+FKII@a)L=#dB$^k2quDbz)UQ`)*U+k0b}=E8qEQT)j@Bgwa2B$I9G+dWF9
zA6*T?@x<}|MT`E)x!cK~+;}Av<L8|ac2xb3Y>060gxA(oy~lJ(#{N`>o6CNdoEFMw
zKBN9*X8k;l*Wv6$>5=Cz2921M<7tJI?HwSQ2CuLAHUxmS7D`OsYiPm&q<Qzp2S9k{
z?s3VB`Hldd_5faESkXRE6HHm1-=2pfrpM{iDtF;Y^Lxi?f6~Qc0#s;f+l7hH)>sOq
zlcOzLWNx=j)O*=7XpC&jGA5T$<Q21sM@8AGe&eg7&3Dx>X?SvaGfAAvMKfJM3ks4<
zD_Ug;R3T(?UOU1Kkd+%H1*gGAUsx-Wx&*B@1iY*crE@M`QkKO|7*x*}38FnMmZ~oN
z(+oK>{NZoa?rS?3C?)ZJUBIhf5b19t>SH=qp|@yY6r}!x%j7f97He`d*uV481Zuh|
zD8f?nU1hq~tZlR2r*pR!NCIis5ECdYuw5?P0?0f{9;=!8Y|58_C4X@NRLpL?Am!ws
z{6q@?{?AVucEPV258L!#{Rk@5P(T16TQlsMzN`9g`ff109kV7l@q2cAy9@#3q0it!
zioyO3=6=_K)QgsNToO0MgbE-r39yu}1l;)nh0|z^m}pWUkSuiJskDPh<-T$Vn9(_!
ze7OAm6%!@_zEDDzTP_xX*a4Ya1cgw+=93&^f!M$$)Ujn>dhY_pl|H7*zU@4KJ^}Uh
zr1%`S&#lg<mh$c{CGZtMXa>NeVzSr88gg0mh=T-Io8OJ+yIyIr*g>9)L;LSY4*vrq
zR^9UaLX@TmmV+07(zCPS73+KieWJ%$jLN3nacN-nvOG3vm=T~vxVqQNbW<9UB5lW>
zgW+b_WCgICaxU+K8=&!80N36eE#ZdPx@`Tt8~l51C@c`zOYcamA`Q(>o|tuWH)JQK
zkP~o0KQM+A6or;5##hD^E3?Bn?pI)x%y%9%3w8a7-*uN&q7S1^3)t>Ps_GqrDmajN
z0We8Z*<Sa=FY=^H_aZw<7{h`LFf&#IRu>{Ni2(Z=(FN{W|0no!$_N*wxlk?{cvYsH
z2`N24eAUKO%pFgcsNk?VXghS$38%}8a956C*{@u2(1V!ipu;y&T73Em;9Lg+_3jQA
zjAh2yEJ5{aN?aE8dZsks^~!zl%P0Uzywg);t?+>BBJ%3u)SpY!B=Y_@D|1(Qxv7{=
zZE3@^s+T`3z&rq{GtO3yafEJD&qHLjKcTpNA>n<toKaeO^6OhGZeI$OH+90$hc1WO
z>J=dLOdfn8Y|TuvxqX=|#P*PljFpS_>;H#L8l%2yp{gPULakb6gjOr-&)1`rP^SQf
zJ9E-{Q5;Mvr#!uD3tWFvggo-uh_U61?RYBo#n}43EB+<GAKSmM9~x8ElQ>!9wtv1A
z9xo?m;By)_u!wQtSr72>#+aB6l?emh4ov;_wh4VPG2FogwGsF8HdZ>Y;9Or>^BW+1
zl5NIC(oMgtI`EOr<okCQo$0i~knX}J7JQ%D!6MW|1F4<REcMVmJ=;KYKr7tx=|-0F
z+_zaWN1s4(Y(@P#a`Y8K(xRR@Uf<GtW#Q`9mb|W(-Rvl(qnY%8Y%b1X0DPO@;WQE+
z)=fCnuZZ0**%^b2!upq$VvaGkYZ;QNM}s!HDvG#6jJ$Uj=W!;1WC9$qot;__szTlR
ztkP23$*Lbf8Jn(hoB-kq>-SKMg*M1w$%KTR{b#4pFLqwH@%A>LS;Tk(iF=Y@{3VVF
zV6swaH%^ZNIxT+mZ_Izv0Qmvr@XY2#*v9Drz@bb%b&$H^e@wYj9DuMpNewd(z(Ndg
zwY!IvV_%Fc)O7_c=FYwjfpqU<txWmCj)p;47bozI=x89h<7DX%L(odijDQi4+p{ro
z^LBpF$|;U0tMa!wy8OVL*YyV0u*JI}mo{~mofEHkfL4sxl@1Q1fH>4+nUb|$1fasf
zJkCp$#Yvy`D=H|&bo3;^_Z7w=tXvbXuLC}m1(Ut4f7VtKYpF+1y*w2_DzZ3rc6@jm
z{<YNn6jdoYKH2^0l$;{L;c(F;d0Aof^_He{-+%EoXCYVmtT*^7YHIs!Lg&xHGxY}x
zKuxn5A>*pr!YPiE1z+U8(8W#*So~~4B~(_HFANt=@vN`@Pw^G#BI|%^2($}`vi<<A
z95FFwY}E&*b|H1mTr6fq>kJA{LX>#d7{_?jbav4AndL>fS*SlN`$0cE{06t}{iC*K
z`@`i+I#D*UbKtswT>?8}8TpW}Q-T&7Mof12CbQ23oqsYnzLjf3bTz`@;Nba^gdT~p
zE@(x&?FHW}Y~M5RoMvZp_gvzu%<nw!Grs57!r84gnPG1Op$KLtGaF&!As3#GkCN#2
zk`w{t!na)HU!LnyRTX)4u~XSt+KK|vW){hgnf5VBg@Bd{5BzGm9EwTe>k1UqvKSy`
zMDO*~*!;elL4#Jv<R|7G7tKtfi$J#<(SDFeK8x>g;BM=h+d#gQ{wPWGzg^ZY2@_QI
z|0YawX~!9Negg4GVA!{E$sKKn?mB%o(-aYV9QN0XL6!W7n2*xC$IRbuvrC0^3E73B
zb#1(Fa)}H@n{o$<*Q^9`_!p}L26Euz;t@kw5{Q>d6euI^-&!Vu9eC~bgUdXf(H`L~
zQF>4;N>ZwBc{#-f^XG{eI~X9G+7CQ^(holOD}gO*e~|X(XwUWFK9pOFy6{a-rM-?X
z;sR@aw;cS#J%vgZZolu74dFK%c16-cYPMZAj*wI%{5vGzGyREnI97g<^|526?3r5X
zWUhsrHuFXa1D+YnnKWFCxhDwH=9{d?c|uzoMkyAd8}dhPcR!Ok{P6YgGZwF>7&wKv
zNLODZ-M#17x`0#t<Mq6!i!9WBHjXj*Rn)pD%@sgC0)HyN3#n9V(F|-Y`z~LyOJdZc
zN~P$~;>JSg%Vuq_O9BzQex+Y-qyLfed!0!ewcXBF=hHErI+81u6@^P-oMk=uJI{)n
z#6r`Yuapj|C6hlfgXq<Kn!LRKn5kI(n6cmAda_3yWx@CPmS*fOce7U;y?8Bdp%wp8
z<-9}(J;9Nyx9|l1hab;gRu}hignDP5V>2<+Ikp^16YFOqbfP`<Xk>+|0`9u~`j|j3
z1ZPyMCwUOwFAXkeq*!e(f!sfIiS~P-vT$K27IgEXQUkB4OSbgCULhw6XJs1%wSgwX
zdVxflX?O%(Iov~FaM;ACpS)B&_db*7j)A){`yDgr_y_YkKmVHg<6ng%S^9j0=;PR8
zaozdefv>u`7eHw`+u_D_<E)cm$_nt-RaW9TWg}98#gBuiZGUgk@C;73+*+;AbgIj$
znvJnfv!k7j@Ahi`=1pdHQn2JRJYAXRTDH*t)ivoo?aIh1&4SMSrT+oYgLmUPkLI86
z{X6zbhc1Tj$CEr-D_&aGamtCz1(+<ylIarKkfjHIUFP#Xm<~$#Ih#fxNIsNlPhDyV
zPQ}2Tfg2vOp8g$lB$G~Y8?OUQWDFoz$E(Zj#Kqq+z2i)KX~x8gp#2@#XfA((G4w3+
ztQuDui6_HVMj{%R(JEUK^Cy`XRL~rk)`R0*rCAWYJ?pXWn=cgygMWYBUn?a{kvFdd
zUxP4N0QIXQ);({!yEH&rX05L3b?V0$bN|;b_$#KeH@ySi7kZ;dy%0#J;L>oQ%wsLf
zLoFCu%l~1H^&k7VLa?AJ(;xL7wk!ks9;ix*Ap$@?y^qZCl^H>R@FQ$<?Z`@ack!-v
zFbk^4LOFe{{};T~9l6USEb*O_BINp&a}^-{_orr?#t5k_`P+qbX)g$KC%C&cV_7O5
zl*6)E9Kp;^)`AvVOb^#vhj=uLf=2q%*<g{B0ypjDyP1uch;p&GI<-x$XGm*n=2Gv7
zlLmLPqbB7co6gCzyq1T!MYhzLoKmvRT+-s`ul?U4vRL{iVd4v&;VsIAJcx&5vLO4X
zuxo(v`epq0r(ORSU+1Z4P-Z#b$7G?3#4kwvl-bz*rPiT;u6+e>5h~(NC#=Cf;v?fi
zMlc(I+jQ9eh6z2HQ(F`7-2)DM@x>k1Mr5?q-DL|2!G;)Cd_h_I&hJ(|L?^$aw9-}L
zFpWQ($hWg?j$g;O{55ZX$Am{|nIpW};|=<vt7HB9WiV1$<|HZet2f&cmCL^v2si|E
zL8}YYW98H~<30<c;(2^vfmNaSqD#)w;5n@j=p9S-d?^sKLf)N09LIKWSi-Q%gD}{J
zv&6Doh5`}zar2NqX3G}mm}SW)NbaAP;zi2AbADV7nAdpzf84-<!klBI-du)pIGhxG
zNe$rgbj>+s?&E2sq_KgPqghlZNz#IU;o~8md-#!|r96MElAvfbK?~pMOxFeTDA32e
zX{c!#vO^~kI^L7R=?u-(((MY&)z{e3H3t8m{v)l1#s>7^J5kh{F>iFpgEDZrpo(wF
z1KW3WMk7P*q~q5;ACUdpRZG3Cm+=^bm0V1=y5Cmr4zY6TV`_C+<Gu%$jN9%WqE0dJ
zlMZG70IrKvKehq-|6`!ntAZy_MIT>Z1GxYZG3#8kDQb?Riu32wh}wu{H}a$wgSv*T
z+RZ=XBNvB|2TT|2VvrN0qh<Bf;tYfxO2um9^gdYCcIw$}5V<CO{?l4R)M`t`>qKK<
zW<S}E8R&o7OBv-&KZ_x_#UE~x?5?<xSPfg~cHqXhk%NzhyBOg|stDlIR7O@cN-A3z
jZ&{V-8D1eJh;u6CRE93>*ntC}klm1x1R{6EU-<nWB)L3~
literal 0
HcmV?d00001
diff --git a/log/zPythonScripteTest/err_n_plots_multi/IterPlot__MultiSO_Rho__fwi_FWISO_iterate_m_allshots_5_3.png b/log/zPythonScripteTest/err_n_plots_multi/IterPlot__MultiSO_Rho__fwi_FWISO_iterate_m_allshots_5_3.png
new file mode 100644
index 0000000000000000000000000000000000000000..0c0720511ca8629e5e767e9488a8d46726b9e8f4
GIT binary patch
literal 32782
zcmagG1yqz>+cu1WlEQ$1ATTnd(j5{CLkWm<gLH#{bg9(P-6h@K9n#(1-6<XOU!c#u
zp8NaW@BP;jS!<k`z4vwYaU5IkPalQRQ3y~F5D?HsMWE6M2oDv3pGKsIz$=Z6v1teh
zuA`#R_p)|zyLI+aIHP5^4cS}28@b)SeM6xVfIcRCP{2X{jPVKUc&0a_+n{Pn+iS))
z&I<?gqv5Dnn5dtWn?VS5%maTbLIgJ{0oix&o~I_^$LMXDRbTziy1cRYxm!23SCX?O
z8=t@Dz$eMa9miE>yg$XdQ)1L`LbrY5VT;|4E#{|qXp$;`G-x>>ifqx9cKw^GNpMPv
zM>Qt2Nzr#k4+eQ(@roTw#yo6|0$eGu6Gd>h{jVrY(C62-5@ab3!mX~a;er@bKSD{U
zTHDcu_}%H%ke7$cM6}8{9u8yDdK*6f9Lt(W3qyK<fRIXn<_>&Z8vO}B@GI-dBN7CJ
zZ?d6>70QOcYg&iPJjN{s>{aH%VJo{S&qydlJ%SsJkihN}k(f{O&xwyqJeKCSH)!-f
zb5!a*1>Jwv?K>s{!n^FIcSr~buSP$=dW?V&WW<08Y*K_Zdg7~wnkdB-39mFVXvs5^
zJ;Y7=dd?a$sj|-FkIiqXI>~Q9FSg7jUpXYQMeFa$7V!Y}|NmQg>x5)JA}J{xVwLsf
z9EzEAC+R%-PNm+zDJ+8T^{(1(d7vfXa}gmT^nW<%-`#fl>iYDfDG@AXvZr${E>Y&Z
zeY0w~PVSy4<28^KsI9;Gi(?AElU&IuIO^GZFOE7v{>N1TAkh7xUi>f5QM8aN^ZA8Z
z-2xvXjU}o16WEU-*fxLAL<-my&z^)1_d7ZLkUQZF9nJ1urW&dgJ=XD^F<Za?FVBz{
z`<Q@LndIwRsf~JmgCSYO7{Mx}H=~(T=LFxWK@C#;S#rbTk%RjlDQ;iGgFB#)uv>51
zCoGS3>DXg~LI)&WK9dG-aAHHwR#B|}mnU-gI^uQ0f>o;J-V|%E-n5qLc#rv0$xXvJ
zL3-tqlneEgCDD$Sw;~UbK}1MSuRlOC(+|dlwxRyN#ml)LE=t0FJ@<atnmH+&>nA9U
zasz_=w|o7ME|M(mFO<Y#DHoqgS#F427nE1Zx6YZYW|^uG_PM;(_>i0u)h8?whhF4(
zG<yk0-lAjfTX4&VbHC?~zXevhY<QHi7Mm%T&QN;u5GXCN4y_Cy^IHDP#U(n`GoK<L
z3}{}rBagGQR}^|g=*r240e?>RMok-TE&~Y}4USga0=SNX)a$AZ*^dT((O+-fHh=~z
z=-%Fl;l;ghOc6u83lx#p3G1wEZ0u}o`!h-n_1SBQ=J_%3mE^9jBj%5MM=FsCV|glq
z!t906JOBSy`dMkL2S3s1W~187%Bnmm$#8otUd7m^I$s#-@828PuW{b?lG@d-J+eIj
zf6T(4mT2lb16C_RzZ2D)VEzx*L|zrN>*2npQG|%J>Zrq>hBQ3CR@Pa(!)QqKamr%k
zG0~61!IkHJT_oJd+QHV=daoYPx_>-2eD{XCl?|Qm(A1ZYjI5-_+%P~Jc3ttH&~)2%
zuU7GDv@iYyu6T5t+)AzPvN}I$vbTJqQgGc@;Bq#=`snHJfWimfsnBOtfJb6UB=Yj`
zI(Lmso7WwD*U(^fI!Ay^)z|GssDL*&Y{DPjXAxe_ory)hi^Kx!92&~x3V4~`<Wb<;
zYQds=gMVxO{uGV#xF_Wp?z*+<YGb1P0ilHn_;QX!Ui&Wa?fDzf%~d=GYVPS_yGnxd
z?XD}0y=(Ux(OcWmv+Z%?fks|oVvB=ZB`-v*shznx{l%qKRJ{7LLE%{A@?9e{GklJp
zXF(*+fxHeg7R<b?Mk5PaXBn@g(B0EFRrvz6J}OO1au(#);qXmn6AZFd@l2qUABa(x
zoKaCL_SV7-iFqFrOtV$_*i(yJV2i#L=;;v-8N%)}75({WXMq3b@q1Z!+K=VIc?&SY
zS*05D>A(aQjnY&_ipNdIE>Gw9k+=^BRl6TN-63);H<`>*ORB0`9dEdp)^2cZH4SBQ
z?v5Z*Dc?~ncbav>;B#F<4lTGoU4MeUB~zK)*0$Dud(cICd^<NVFk*Az=|9b8GIM&`
zFxFGGpM@<M<uu7I3FdWrCmuq6AF&*>)pB8x`Z2L8TU)0rth&^1!a7pZ$j@e9x?Ba4
z@2~TnZb)&OOnme4DVB&eGB&bV#j8Ib8mfSwG{q&t#~(aJGc1Tee_5esd-DjKH#<|E
zYMw|e;Q5=Hx_@M3XQtH9aXTHCUfpGz7LS<SN~`5c6ndZJM7FjFjz6-Ln}&xU1}_!O
zHxxUb5kt7n7ZxL(Zbni93D!9r-F8@wvt8ls3W*Mv=>5m#<^?s^KAcwI`h1Osgkqn-
zF|*q-*V!6veIC$c`OPGA!1YXYyC0Z6+1f)Qww&*HN5yKrZen1dG^6Ok^CkGY>8$_l
z3G*;yUJ0fP_{x`T_R%%?aDlnx^je_wamvDaANS>*L*7gv=cT*?`4jW}ZhLuq?7DYt
zq!cXxoi?(CZ{23Bo^EduG}!)fyO8=a@RJu~#&z{9pRZz<N(6efJHAhi7yr9`-W4u`
zEes0Yc7We3!&T}W1j7C~xVqh<#s!?vVdKFRPP)WP$D6WsJtl{WplD_a_0wMFBe?6O
zIXpLK`j`B9Yg~g%tqU~>ePe$6Rzr<(FX(34xbxd>-R+rvq(mHp4-BxI8GKPYL3~Jo
z@cy|{?Mz6WwIr(d!{L?Di9`9vWd(5%($;dP+g$C-(_K+05SnEk-BT`Qn!m~sCF_FW
zaMKEP4xKOa&AXfON-kHX8e4O9KVZCyGB;bs`xjH_^DBwhZArhRDmH&bh<8AH`G?!$
zmTpQiJi0?K<#P4Kn93pIT~(^FQ^}pHIX{{8nO;=2x`C~g2pv8unIC@O<ogPnp?mDj
zD(m~xbt%Z3t7$bRAx3`u&3MKK12IoDJeT(1pyN|)qw?MArLL<Z#+iYn8%f^HFI9aT
zg94P2#A<eL!^2ng`x9;(%@fI!arO($-&U~0I|Zxa#GuUj;&EKMeu?tvFQ?#flgut>
z9lp@t=hq%^i<zX|g6{nHRv4rZpl^5wEd>tDc}B|tZ-#evb1>ttm&ei%@LtDpXr?Bj
zudScLHd4xBr|2}UFMY0E>%Z)Y!+YPJ#YIQxf(9GrFEWdQ8!qJ0KKVaHct>!tE6{H`
zQAitWnpI#vQ=d}ruv}jIm0a>{4~MVzrh8Wc^V!CJx3^;h$;}abvTi$+v)Qz)W;}12
zA3FP{8zc5>5c~-S;l$NXw^NmpbgtOmx~sV<(sZJo1{2M@_U0V{=MhYR&iP>dLO9IS
zg77L8n^MD}(-82lg1X}H@cIPWb^Q}q=5F^9kO(^9>)#%Eu7s!E;@fuI8js1!Toqh+
zJ-TbZQiCNW2(3HWKi2I>O0Mz+5OUgeEv8WVfjO<#GA>Uy)hl!5K2Z#R*w!A6n4x5D
zDl4<TfE#Gg(TE!d?@n+3h@gE(!B#^3i_3CsR(`#QmcCoQLyBBwNwJH|ttOADB1bTq
zxnJkJfP`<%OzIOsU=asawqSC)Xl`<gh`ymcgzN=x58`WRWN~j-toLYXENy4_iTTwa
zIWbI;7_W&_4-}Oc_fzO0_1njbp`I?AKa|Ytt1f{82uT)itJ?A@iE<MUGQCV=Md?|8
zz&4t^qqdFe%M?WW<Su?+r71>OclWNZ|H{SS%dKD6cYX6dEl+ATfarTlHPPGCKCRPz
zFh>jx!hMyce{^|Pz4~;0eKgATvU{7pwvuI!zzc0JwqOr1dx_Eon=%RSr9lDpX5;rK
z^!xAbi><8Hh?G|xymk2)4&MjEEq-~L7Ris-*q$+JdxE57WNbDYP*?4=SXfwSH4Yhp
zB;>r2@eEcddKZbWc2xn3VN>{#C0|~)#hP8HvAq<P&bHxP+pxHRU(YY2-b7w*%ZMo}
zTS8ehn>!MCs&rCc+*^ODQzvfP{6;#EI2>BKbaP_mQuS(VOV9OoqE<(5F?kiPT-_!a
zTwTp`Onl>b3)ct!!C+b&Td4_ty?}FD(y{8QUcL)fV!Jx#zExP<F}o604}f=OGp}|f
zQY|U=F43!;_m^{@uBW&r?@P~Wcr9e$Gsas7S8$W4#f0q*sg@(cwTwIu_4sjkCK7e4
zOyS(c7m1OYu7@l$tFGRf=Y<dE>-J`@;jVBm1zb91dAl2}7fhA=(fWiE(1i6_r)|=<
z$cJj<SA+4c6V=v~AapSALRe@9)G_;SD1JQ>^>RJ+OF4qW7vWdV+p+r=2YKBe!JL*1
zpwW??%eFK=m9p&Fl@CBi!#;ad6RBbE1tV;~Z8~c(m<9!^-e<a<)vX-fL`kX!EBzbV
z3ZA8Ei`LxP8inigKHuZb*FfR4KOEn`0L(UjMV&L1FQZVgPVait?wSCfr@y(GzaXEl
zzwYVuLj0n8j2w4Y4|dXui?0Kw>wlM-&kWDZ6#t$F->!Yvr@v^+VjR8e0iNzP993_F
z&ks^0^0#j<=;7zb8n=TL=KV=mC);y%$>la@m)SA3T%Ir{{Pmjgc*nL);kH4n`#Q_3
z*|VXk;Bu9F4F@M&HOHFg1r+3K3S9Ahfrm#rAD7DGYy=QlQ_pF@$ELwfr8ZXER2-&T
z6Z3Pfa^gTOQYxUYeVai0lzr()wke;1+Q_0xeXKaFa5hOu%G)sYOgH5D1l`9lc3yRu
zs0YZaRT&8qJwW%Kx4C61gS?rZmd$71#tP1`-GW>2BX0ro?5j?d80#*YW|1D9bd0Yc
z79__2mR>$xSY6#V4lmLIoD7^hsaRub>nxx>U(fRteT&(&YhpRzN|u+$dBF72T)*=B
zfG~Z@@^1SNN!pMU%iFpE3(j)OJ>`~p=fl*LS1&_r7Ye!`gI@~-PsCahejV}WC5fN$
zXs=S_ww{#i$2=Oz?Y6q;@`p|P=8~V!;p-;L7n-2$%3;@vJjHO|m2sLgCtE`Vtb+36
ze;QzzR*ct_;{E;FaAA_49U>sxN2<qf15}Af3G@v0L`Mai<hYZHErdc$LW41rgvp>x
z80Iq+us9Ab&V$Z@B}?Q?-NO~$p7Q}*YN)$t#;!Mcb*$`o8VlEHqnZ!w|2=fxJ6>uG
znxRgz6qUXB6NjP1;gc}ys6Yc3oceFuoVwit99N=Bk;-JRt5}>%xg(Ux2K0X@E>gY-
z_0=~yCXYUTzRlFXd<LFH&p1w2FCP*a3RJFtRb#`-eUUMa*HEwZ%QI%y+VRP=4IcZW
zjpO<+GZRI>rm2s1tjuQ}u4>E0`mT4R*qzQ$5sfAbEv7YYt93d<!eiOY%?%6)I110A
z1_dO!HIGCoiT5}z)sUpzgFKOe;`d73dACl*JhmdEsLHytZEMPZw5*@^Y|LKcJkZ?f
zh8YJ(7t!ZRXRkJL58hicxkE``EvqmtuP|O;{$;YZUA=xc0u_V%v&f;~k%2^o1mD4p
zJ5*5Ey}G@;87DF(yx(PR5E%qI+7~+})<mk7hDK$dA-&y?)j{6W;hUsXgm!2n;De?j
zutYAHXW8l~*Si+{>Lv-jH`$Cm5@7@TzTNZ<M|=M4H+|N#qF%&yO&28;9|>1EPQAeL
zcWoSMg2S)l+PiV6?PcF^*crF^JniLPA}=S<1t3D2tB%!Utmb8)EY@97R{hbOn%5n`
z^c0?xJ?CgXJ7Z7J#=>&4KfgVGrpD-W{%y<?@pbciC;%xm;sN=^cK$eZyE-G@p~av5
zI>U6I=u-wEuU^-p_U&?|K*81CBVcjuH9zn6Uhc5)GMerw_AM2gB#Vl4y>WA}Qv!^x
zeq*KF@Oy>?(OV#1mD(jQ=ln79)oLy%ZTlP6^Tqh_3{me#6Q`nuO;@woYO96Dxp56g
zn{BFzuHV{}aaN~jkgh<{B>RKK^_MSWDL=lj?_}pCZ6IPbI-q4&dj}PZsBO?{ZBOzo
zMZBx&2pTj>#UU^~BEGCTrAA;uNHTELt!=@Wuk$p@rE##2Z%<&S@-Kj1z)ONF2nNh!
zvjc)tL(xz8r;jEQtNhjv`HDQxnKdV`>0c`@71&+>4$Q4M*L%!I_kBF@@pApu#Wu8M
zu(Ro^-71_9%psq@s{xaD&?#wfC;XuHYbn`5h8E;M;rhvu+V4ftSq{)A@T;|sjD*eB
z>OKV#ITgx(tG1O{ZV!BwoQ<yH{Cu+e{E*Z;(@4Po8pY}kHgP%}Er^rWXwW}e8Qje)
zG@FgMb_H5f{CuCWPsPCWfGEE`Tk{sg%EI!Leu%80`40VQ#G~wqk+t(s&~S`|2?e|u
zDbd%h)PGVnGl$ur-{18xCp<E;EPtm)Bz?EbRJ2c<2UsUQO1FEQhu0MZig(=WS*p;(
z5&x8SGbEcjYtDFwAyGvDO__PUZvJ+)%rh|aRj&5iYR;w(Ona?>3YIxFqQ|kyl0hTn
z&z3s&UP8Rh$a**UDK#@lNaT@)RM7aSt{}{3TSjtwIMVKr$b-new4e-Z$~D&73)@z?
zGt=CBBDPZaZiSk`bVNg_@Ebp_HKumLJ5=jHR&G@FFkS<Qu4gZ&T>I$jS%10~1ei&E
zzDKr@I%8Nz6<pRMfpH^n!gZk^epXE4b|qA{+FX<rJM3isW@s;#?LHB?Yfc_n&sVJh
z9mziaTbuL#z4}y*hM)rR(loh?$r;&=!;`&g9_UDpLd6%s7ix~4Xh15Usl6E6GS|51
zo~=0}WZP`y<bxN82)&1FjpZe)=yHNgb7ti}m#Mwo_BH^foA*8}rMQ}}fDZcG%28ep
zHCHt<%evVu)@4pX-I-ggYh-UZq1Es6x30g#fe8`Gn$FGZw_1f+_uKt^B0e*y<94oU
z*>~6z^c|v95gZUYK_))Zu7Sz-o{xHmjkA3;xBBk(tRCXk)Al^2Tv9TjqA#$sQir@x
z$<IY|)Ymkx2}s}1rC@E1E5aIhuGY?64?eL?TLR4k{Jf!oK=ic9SrIBfSNQezT5#8&
zY;?42zaSTq3^dYl8pQ=2`~~q$#Ud(P!VQlQ-hC*_3xFH{T9%}#UG@rGwcK0p=Q<sW
zrSH*6mi%c46l%_Zx_YB+Q(Nw-nVyUrf|s%8@Imc_bqU^`pYm3NK<*i`*g277z5OQ&
zxvy*R_NuRt`;X}^k3@lp4p3vr`)uHe@$$=PxISpGq`%I3a<xIR)b0YP?2{&D$7{Pl
zE?G|Y-B+*v{j0dRM>jGdo%*Pps(1x>O}YB3gp$%)v6$re7>x4{7^3sAnux#}w|2eQ
z&H!+Zb6fhmB~fy(hfr<T5NQ@U^nuJ#ZQJ)_wVSX0^m4w?{OWYqe%OCqg6sFYvW~AZ
z!SuzDyg#TZM_)9L_S$c6NxtK?X2EVY^Qn4cTY&=gSuYGQgZ5=hNgp>?;s^fc(Y#id
z?iq>pVhSrSOoO?{wo&&_2g$522LsK6dWi{-!K_2^9VZi9PKYWxpb`-^Ebk<#sEe)C
zYaQPonAzW#Z23B?{eFI(3r%7XPI9|!m)XNfXgwiXx)q=?O-kf;ZPt<?<3)4HslE2J
zF`p-2#<OKRSM1KnP!4X9MuqS<B5B^Vk8ReHK7hqxQVJ{_PLSr0cT{r|Nmi-NpOS)$
zU?#)#pE;#J5T^6eM!VDx2Msv>LDA?sqe*v~-?0LS{HxJ>e|^0CO4Xa_D<cqcvMK&Z
z*j!CHq1O21Kh;hTtHJ28px5{Vxgn71(>{vd)z5|*<iKX$-L*5PDV8j9SW8&i%_met
z2NXI1192Xe%x-^sg1Z1F!|N7>LMO`ZOUU1~RziX}oAc5CAd?he5H2mH7>q+Eh75mJ
zShrgjRB~lN=)f%yc^PbiuWR0h1HtknmoJ#`5EV(JOvMj=MUM+!YeVbJ8~U229l*fw
z-G2u24<H;x3Pj#xZPI^Ea=()h)HNhAgg>jbX+Wtw!u0rI#P&A5jpv=8<_%%5WSo$C
zDTjk?Ox>FD&FH4A7x~Rxib`QEwfHrR2IOtxwdLe=(#vu=!9QP;1=s~LxNzS$ssBLt
zTKISVhuIy5@aJ_2C@5*ty~i)gzVGk@3lsWUBt?woE$ygOL;2FD!>@kz>28hvE6p9Z
z-Ya3$_0uT^PeNOjRP`f^Vm}O^^|oq#{et%Xp?aoyyKm9)2M{OGd@GQj-#z{D$Iqik
zX&(HASMQb!Qa#{zMt*l!p<j)*;D9_k&fi3ch+@HYS8#T_)+EU$ty`oXT2TrYNg!|$
z+Gt&Iiiw2=*I1FQ`3p-Dx8G3q2>tidTlvA+jP>o00q<>wO!1(PNsaiAXM_eK32bC7
zHGV3PO)l<<W|B-NM-%&nNkPwOEKJ77fyE?;AZ36|RUf)Ksm1MjEjtAgZa7E%G{eI`
zi|@qZ7VRsv$Qpw=YVZSjknfsB=+CA<2LLT(2&!xfIl^Dc;coeRtG!cwq)Ej`ylVGS
zVhYw#G=gv5-~O0mJnx*N({8HY9p=robp(T2NpUkqGp9vISzb^)v=BbBDsRzzL*WdG
z_M!BSE~2$uJ`5G>LiYUUTM^d&5C`{<?=zu0b&(t0lRL8H?m@h>Y$DV|h8esHBNow<
zDO%Wi{Tk&&b}*QQW$8!%7lOPOsS+frDRz;UhH_r2{K2vW$^F>L+5YZJt=1&6Wun0c
z7C+uTU#n#*Zz+nI6mm0@;o=Zlx*1Djv?)$Z`Q$T<b$3QGyjo$!hYZ5^M*CAQv;bFj
z`D=+g^S-Kj1)+H`_5G6({b=K0puA7svcMVn<2ZgAGIp)8CX1x3RlQN1YqDwC?NI|6
zY{zs@OjU9n4So^Ax2db%qkA9xc*d-2g@~xBBgmUqhoaPGf~Q8@KiA3$g}T&g-}_4^
zB1jW?qeYtoaIa6?e-@o!YYv}ykN4<~G)nV9VkI`2x%P{E^$P{6BNafuU@YQ{9_xF0
zDD%xw^8=~>W?}StUrqsId2Py6wCsi3WEfpmzKN=@e!aqrI-F<&!DMFVuyo@stXTG*
zlXI+Trc~?->_wVkZ>T1g)$(5&=RRsze(YfXANHU7$I)ZZg7JK(+M}2hA{hL;q|3sO
z!(cYT$0FtYRkMu|U#)DYrb|^OP-1?^QaI_HN#vR_$h9nXjai#?@}EdD*=TUQUdxQ5
zwUD()KQt3aGDF-ET9>>ut8^q|hp<pjV=uWGq%zn1dH_6zR<}Pv*6EK_gZZy03jwy>
zip+}H6)ni8bfbt2@{2hJp;)R5P6s}E!;7L^@LMiK%+G4gg<=k$#72IEpt9c?q&GFO
zF@p0nxYD(Cu`2@YMug=#eWJJi{Do4N%IcS6!J-F6KTJ;znenqh!KRgUK}w3__OE;G
z_trzuX6`59Ak`q}<i|gKfxV>?{0aA;1hoH&|33_(gl7jzLZXa;C5yCx8^?$2az7@K
zcvES4r6y|X+K0$h>DbMJqL20&Qvyb!C}cH6USof^QBd$UBqdtOd0yKNk%|<AQ2Psr
zM3013wWf$J(Mnb|>Obdm<+jkrWDB}}b86*Wl<rWw+Qw2_905($Jemn8A)#*FyN4%&
zj9x`N0NS00MdJTSLVx`Ep>NrL@<^w!`+HZ5$F?$I=}wSHiuSd^?DZq^h_uvEYnlXI
z1&TJ79Q0ou6c=+v%0GNWPDTk-h(iNLDtj5Yr0bEj%WmDv-oIAwk0x|&UGf!KnQJX<
zXe*Jm>WapmV~X0<UpP``;g>02Trm0)i6`1an6z0AUhBg|Cg~H^q#_a(0Id4$Bg$RK
zzp5gmfb4YL?eCvpe@~E(6?7Q<N?}RcQaW4PFO#|7<u@s}Zhki+M}%&a-gu^A%VWDk
z0+h)#63dIrgBRGe7>r82dbQXrvuZz{Le*Ypn5}=G4!IaqecXpgJ7j!}%GVSB$*O=M
zJZM_SmevAW>@m?=0WS9S^?f?+BnPRdsKwK<^#LJ<(DXMB`<VU*-^a&V6DY?-@+czL
zcF10UNGoLtJyfog=6S-S|DuPhLW^gD#rhJf3b6uHET5aE@Dl?HRx+tS`M3o?velEL
z+fMsy%6jb{*vp55vNrUiB+qm|vU;NBLurwjTx-Bj+jaJQpZxJCOi;wPmfLH9qC@!b
z;I2-J(82zxm{0!XE2um9tMcy*?&DO`-vSN7DW^wLw^`UoQFs!R*5!R<CcOe!3bWbR
zLhMa#A^L+zmPAkI^(+~7;xYUUkeGGsqr3H}wkL}5ITN_!LSJJ{<Vu4mwC!njVOpfu
zjU@LCv)0?FMxVbO$lto1{?9Hbw1cU6MqltsH+M0mzn0h}OJ)1zr6fgmo<&}1D&2?!
z>71c<?6K4Fhibon%JmI1=7;-v=S7lTL)}6%V-oIRE|U~gsr{(<+VOQnC)LYNdsUiH
zv{3_oY5jJ@Kb^soyJ;&(H3S5*vG`XSo<Nr98A<zFV85zDGcTftm0ZprOMb#v6);x%
z&Qt0$4*PJO2B$?N(J4g((@F*)s(E4l%8#~^7vtaHtO|`Du_{hUJWeGdZAW$yD4x`f
z#jY_wp6yq{@ie8-4ERLYu2w^kaD5!oT2L@in51VroACXSgJc5tWi34+yUotQX?c<6
za(Tn`30N#5cc#?dQ9xk0@q1mnAF%_#XGwA$ei2?zDADZ>=<ltstIG?I)K|CPbe+o5
z^@b}S)p!Y~0G54tu+^+vF?YI=(6%;4{xZjyU4ESRYDQ(<d6BRF@T6Z>_5ch47@)6k
z^Mp=4K6}U1>gw|9>QjLJSmQZ8GObXxTX-O#7(5C#L7OTBK!j>Id;gPca*TVxn9du9
zG<|SHy+3DnOq##_k?VIOY9F7=Qj1i8w(I#~x_*MQag&UBkK@ihz$(t${jxXp?TJ4d
zio3$a92|MA-N&Q9=6*;@P2H`KpY5<;XASJ6(&5CjyCCX#`zrqhz`;#RgPjV4VIQNc
zCx|N4HZnAUx3H|&XPk~QX=~8FL>Uix`e)#0Vbj~colI04=h+=GWS=`oJguj!17=p9
z)dR*mqGR0o>^s2aFj}>>Eb9@+z_b5=69M<&gjl_W(RO<J{|ld(8Ve6Z0=Qy5-}TOr
zm>9JN=YtF9GN*J2TJ5_H{OJS(Os&r~jJ0vOZ~F68Y@Y$t#ig-c_o3ls5q2M^;}g(o
zdnz{u@3pG7_Hhex%2dFQJU;@~^N3iwSIOjJa~efU%jFuYPn!YQ{BkqxDcGgHsK|cF
zJ=j$EJzv?%y}Y9lPi#(66k2k-{D~7aN`LGy6lSoRoee<e*CB$w5!i!<8N`EgZ0$tF
zaLv$XWXS*|Tw$%Lt!*VYDi0xGc8E&!^vFrW(FhdsnE9C5or>j0dk~(Xpyah(08{nn
zkjZMpMlTT|Yx5(mOQq4u^(deZ&rI)0mO_$n4tgG($`MAyY9U>FXc7aXR?2aB4iz$s
z=b!lEIEeZC&Dh+R7fk#48DE37Sxfe@4~di3SIs#_N2k3FT43*?sdc!g&Vthw<0l(Z
zlmCT+NK~Iu`GNVC=J%as%QTI*Ls-G`HTmNy!mBP<Co;YUgccHI1NF*6w^#9j*=!>n
z1^3NUBc4XxdFo|#TW2VSk-3NUcKHf?xWZf#V&so{b-F3_xunj~mNMDXQ_|(}N}?~Z
zU1N}-ZzO!PAFg<;X)V#4&+A+*`GRk&M4ylonCr@0AC3J7L+K=!${xfHNc=a9LJnFz
ztrLxgPY|!J>Y6H0BxA^%lO>-;<kg&BK2^pW8`*I<DYMmZ-kp_9WICD3(LdXnq-~h7
zrNx&QqrQhBppC_=+r)_tFjyatEyY#WoAYl9E|Zs7ixZ5$=xRTYjbv$4Q+LT1%vGMB
z-~`^@uIeW`8Ux5hgX6}OS@`Of4a)e?Ud7#40p;usgr>24YL<PTY214DwO3%Y^H`Cf
zSzfvxCCGWNC#9gy!G@y5_L&_ZuAq=4c5Vj9@2b7q?Ccngo2|{9eD0hMpCf}O{L9=W
z&jcdWLZ-uxFxlX=J|d`$@lF&D+|ubwH#%r~GKUf5w(~4mW?^`S^04<$SG+<95t%_d
zYGk%?0oA6~_`v})pt&?nX^&&tC;fDEtA;VtG1X9lY-DEoX=!srCM$D(Dm!O@tEgVe
z)-byRd%iZBRya=<Gpk$J_%*oxc7(gEr)0?psU*)?c<s3Ej_SL@pJLq1Uypy}v7RC!
z_%8lg@TGbpP{~)cROG$jIA)r1a=qk{H~YfI?C3AK7Uncmd4Ia@FP&BA_C&K;i#uX4
z>l5)AHoFJsZ}Y&L8+;0U|KLTv0A3X7vb_$#AEc+?ulsfL#7wD)Hf7EI)HA9J>-gAh
zfn>>}IqZ+K(q@rx{?-I;;YyQ>>V4H?0BSq)BYJzCP(!~xUO=gmB-b`M6GmGY51`Pn
zOoak7XjpH#$#nU2ab_JOYya)9r&xo1@#sdh9>g>ic^=>I=c><hPR1t{1=p*4vyRVV
zzb*jEfJj0_?@W~npV~qzmEFCEu~TIw2>=eXB>*j(-sW}f!|3O_@``0Qr~kA9C`DkI
z=JUixv^6MWLj%gF_tfRL&$X9RjsV^VPvDVgC*--+=c_AiM0ElHCh}z4xtq+!G5P$d
zcTl${rxeKmK=y27-WP^Tr>_39qgWS=Jy>Z$I-)#=o15kXEQ`j6shr-hpoj}URz0C_
zzol7nEnh9WvEuQ)v0o|VD;9SR-ifzAGhOYMgh#<mekERTcwR0$8yE?RyMh+NSLi9U
zDn+yn<&f;a$}8nJsH0d`v@2Pz^=~vY(rW8qSODLaSczUuv{$)1fh*H<yE|D?4|nq_
znT!Bx*>yYoX7toan5UShSf9xC1*kW%q2q*R@E4uEne|EenSwlM5H#Gjg6gt1EaPpk
zN9tOTGo8XC-p>Oc>ynczH%+u0TD(ZJ4;;QY#&g&u%-Y(TaxNpJX%M^zvFQW(iZ%kk
zyb;}1iG14=D(3ZtC*%#M9Lv8`h}zXP%1%z-5*wPWS=ssfPfoj@JN6$_fNd6<u8OB!
zSCd1ZV(gXJAD>R|+2xvE&U5e6s+<iw-a?^x>I~ZeJw2_^9UP!tP>@}<8z5|5#xj4K
z($3u<>ooCRnNRvoWrzot4tQp*7_cJ8e3&zT?wMFRhF)Zw>)Ko^Y~aMooNya#4E^LA
zO?S+%BA&V>DBv$>$sJ2eJjihRA+g6N!~0-D$nLEbG5u1ILkiwL=(c2sPmnfk4awH!
z_VnmrU;TQuAdw>3x87+fEi!J-hN$4C(C8K$b-((`0usZZxuVcudDMbT>iBy@UZrL`
z5w6N=J2%g#-cXiHbL^YwY&Dehv~;fJw(M&!>-epnr1mkOE@(I`>lcsXFnR}9&rvW}
ztTdR^cC{O|o*hi_;ysVe>FVMgbmYBlNv_#*(bAyJaFXth%~|6;8k$qSJu3$I393NW
zC;ZGWkRJW`UdZqQX?eor@bfE^$m@3-)qB5}^N*EQTJc<F#^5G*8;w7X6avkGqyQGp
z?DE#WotQa5q{=%_y>78)-ZitjS{|2k8^~+tr_q2Cr*QSom~)({Q(0;266`LA6WVRq
z01Rj64B*uvVvr#QoZiV2{hlb^L-T$brAmW~HHm54U9*kRoT~%PM|$FkU&f+^SC9D_
z+5(7f+uQ5Uu6@N4?bmt($IWNUO>KcqJi8frpzpkAu*(ew#WOoz_H1G&xUA)Q_(nKO
zcON`pPM74~?$ItSTX_#PcmmRVhY7+3ei6pfCb$c^n};V-8og$fu?pNaqwku-v16G^
z|F%U*x$l^+d>zmCopy}LMS1^Gv;y0C{A^}7R)b$l6j`sx1=~b-mP?zU%|V<<ev{6*
zl_$q#+x&xi>4a?P@97)?BnuS`sZ<t<%ryMhr1%8r%l<{M-`6XTLZE1lF;cxuc1Uj{
z?3QCE<6*(CK=dOuF)uw1_cTwnSTP)37?cNNhDubP$=<bu(&&GuA_!z>>t9n*FaZ%J
zCq8E)KL0yS+_xemeiV!amya9SBqdON<lIACH26CrxE`h;2#ZU+#E9Dgr{J~)+Kemu
zrrN!ifL1d+;+=|Cbe4cY+B^l551CEn)2rC#)USU&d(XSa$NNPBzbe%CeNJXokN;-7
zTTa|pjaV~d-qNf;2*g+aGbHS1$!5R?v;GbrPqPQl{{<laI71S9=h;C$*C?7Xt(joS
z%RN!)7OdoCP^uV;G|W1O_O`N=32l%pgjJKxl9{TQWe=KOBB(szQKZF$T^FoERy+i=
zDYw%tp5Z4v8xA-U(<XOMkSRegXw0x-%OUP!Xm9aSPEbqbr%lA{p)8NY(M@elE4E$x
z?#5zc;1OG7`|HX1#eFvagInD*HPZKprU>2t1<>8iS7`S6QcW9_ly846PXA5{)5aoI
z&?zkK7DWE_&di%7>bq5YXb>$vHc}{tw!j?Upw1QRXvil>urV(E9{OU<%cY@LOU3Ld
zc*aov;h|Jd`nf1}TzU=3uQiGS>b#y<YlI_1N+TPN(Vq<cR*i}=bC?F>CRi8o`T~A%
zTG1cg9<Dw!{Rr<y{WF^XfE7Oe8UVY)J7CCvM!-0CUYcF$zdpbMN;1<+kO=Ks9A=58
zFQMtiGSQl36wbk~5xt-}e&=H-&8D(VIY}`-uGn<Ks>i=VPwRjB9h-jw>w^@8v8w>h
zYly~_3RL^ZV;AgQ$GmOaqPwlF|0pqy1gZ|wQAaO9Op-1#S#^QLKex`K;?@50MKit-
zQ>^*9W*>D4t%Ys4gOKOsv)<f&=A5{mmyBnx{xzX3uqr?N*MN41ll_5eV$LDW3k_OP
z;<DGzii^=}k%m2WE1#--tSqh~)@U{cSwbV9TZGYB74)bZH&aavPdscTaX^c!XLZL=
zf?D=2#G53ayEihS78O0>0k;okmW<~8gl#)@e9&D|;^T$A@6EZMd8!4oGYP#&4jg_h
z9-wR1Zm?yw#LktaE&0PJtb=uZ7Kh7K!`_y&?Mm{?I2SrM9?QQr&j7%F|Jpp6c0i%;
zU%<RGNS8S&AncL>F=o3vd4SA6bT37`YIvweAxJE)xH+7Ila9r@)}c%q%va$T0;vjK
z0&jZ-hd-GYdH#h+;RT|+A>nK7S9TazgVa8?W7WNdo|%z(Qt}_9mEOdW^rF-;=o>zM
z@N9aLVM`;LY22N(myMO;S2_Tt6nv_g4Xv0Dz(6K4N{{=3D<^k3^n66POI5u^VNR`H
z=#xKHXDH@haP|*CCJIBUxrYq@g-hY1Bp9*gKh7{=lK=QNQtp79HhWug*~|(gT&9S6
zIMEacWUbF+?%A!8BoUh;7ovn+3};c`_7qG!Tgd*?n30q=UW`4RwG5K%LP5$3@8o{c
zgJcwoGfXpI&Dul1@W=aL`=}qjx-GjE&mUGat|+IvDfh`l7_>ms#W!y~6Qna&?jG(R
z2)FT`Ka~ByD1g5?r3VN~aWXCLlJI~Q9BPJPQWEK*j_MJAlh?6L_4AW0Vmss7!qb5`
zHbg2-Y@DB!<Ufxla*7!t9VUSly$qQYJwJ6t6Ho-^a=K;(#_MjoWA1n~W<EXD9n8qb
z=C{LNW4I{9WM&s1ds#{jGJulun|jk0RDM%AaHBvsU!WQD{uDg*F~IJF)tqdoP}o;C
zlUgWEjWKV^fx&ZxI}v}1)Ex}-EWxi0<F5nV<1mqAFkLK0NqkCtNMNtz6KmCJl}x)R
zuC{g)8#m_M-S(!{oCy@SnnMVuq^RbG_l`!}tSyh#FPbs|?xY<|pO?qc^0g)L+sn2X
zIf9YFA89n-P)1ku;D}9dF>%JJHn%cKRkk1Q81VKvO_N0guhXg|ceWVPK;)5<mXNLZ
zSSc-;LC&Y|)rgjk3_(nsb7@W5-|T)X<sNccI3g!)c@y^2RkU_~w$J{h`@&FsAvfq2
z$!Y8lyc6OMV@N-I!+DSPzsvpuh9Tk_{~P!c!&(FUD(3sA4~5MeBGErO0;}*stwj%$
zWZH0%9%Nuz>`pXS45kDgDe3Lu_>h)g<x|QZ*s&KwiXWvZ%dz}8i|USij2q)Q6#t~3
zf2Y0HXOm1|g?!9}`CLiasm|pMD_1l=PJ)ZiW3~5K$?VCZaN}$;cLzSwd}BH_I(5vK
z6zBzdFXI=B;<lBZvEr$>XM)K6#br+eH>68SYwS2nJ^mpP-cg=20&NCD%hNmi{6Dh(
z^*e(BUi@B>G(c!XO(Yg0s&|2v{w%~S6e3rko%J%9e;7rRt*igdv1nV^$CzBIh)jjq
z+}{|_I|gQchA~rKjbeHmh3$*=$urxa&`T&}8mXPQ2cPC05o&L5=u|`)dNgi?FgSWB
z6s}4wOsTnOO}F%e*W`?SvBk}xgwCOtbaa)({lee10>kK)3=ivnTA~(<Me9`O_-Q_4
z?VddwLDlHmB<l4qvO~*uIkKWf`V&3hjY=Q?+e}vO|1neOA*+WOqoG?M@|X0$AT4}}
z2r)fsa-+f23c2I?sTqaNV)XKNmc()>u9dVwCRN580$%P+Fh_%Er|u*4*Aa~>1K#pz
z	^xE6ym=sJ;E{q;Vm;xtsoa9YXxCYH!frVA0IMC&TxauP>AveP1M+et|<cq8*&
zbTRN?npA~HlO^1<@TV_A$w!iimW5t_C+{Aw9(K(k)$`!#s1)}4A5w@B03qD3J@n!z
z1vb)X)8=(6!ef3DPyF3O>Mx+*^G}ZWi|YL;i%YMRy}`fl8PHG?EF-Ez5ia)tF{A@`
zzxF8O5n&gFHHmPmDs@Iu)yc|cnaX0N^7rMb?@7O~c1HA|lrHohX!1UP8ex<gHdxAi
z`9Xjqb2ImWuW2;-M-#&{@_dg*{P3GHvP!oY&eg2^gec?^(qg&QW)(*2uc>+?DW9=e
zu%h?VhD;gPU)$2EbT|uGi?rC;*dsk<EqSPMY2Y(m&p2No6`n_*D*xktjLdGj=T{@i
zpzdnKcU2td=l-~2wd&_rT7RnyK4jC;@CDJ0$dqb+VTgJR#YHrDG&5tvg9Rd*MbMkI
zRD`Q3^v1W4T&OOG-mh4C(-HsNi)36zkOXyPg?#NCWP#Wp(nTKdoqa&6c=}n)axjsO
zwAocLkscA2M>F>i_aWZCC$B&0%p1!F=VE1n!f6%!89n&)eY;n4#VKNns;XI$t=#k1
z4`?=8Z0AcV4K#)=ZJx83Q@vnKmV)^p{>vmq&brnJf`6vuzZrrY__SJrANYX>2Ns~0
z>l2Deqig-;-bye{E5_nx_+{mJb?3GC$Mvq3l84bka#?~_`7ia?Zc>p~Rf0N|Z^$06
z89&Zv5Ap91=tQ0)NvCzMe7fm3qu8a&H%;TBaos3u2~sVQ(wQ7JEwfW~14peLMoICI
z(c`k-nEO&od-$ek=<Q4Kie0EbEX<4hXp$Dkz-8#y=_avZ{56E!X8h>xwu|Q9qT>ie
z$^YI7($osS;9GpsOcj?Y9w1DR!|eZa@L=E@c^w&qGG#3Gm?ZZ1syHrRE<OQj-U6iJ
z8L5k0D)?6+W|xX*&}_`G`=#ZU7WHHE4DfWri|e5tYfna5U-e9r(jy3#XzePk*i4G0
zY}Qz_in<y5f&YrTwbD@`l|C<uH0hgu72zt9s{t5FUd<YX{Pm{hU(o%Ibqv9V0N#T@
zbkC8C(AfnRKK|D<&;%UpmB5OyX(m-}YJ|9t>tlZ26`v3GYjV-L>|d_m$fbyDuIRXz
zB(^!r8b*aJb1qFHZbK&dOuUJ_6NXoC@V9(Iu<EHECpLwm`O-p%{F2!r6`#Y5FD;zV
ztAC`6z?eTM=i$=N1VRrC-^~T*s)icCia++@&_(hKckzkgeG2C07Vgqx?KDXf3L{c|
z8{OocR&`)SaV76%%Tz;R%p~5KlLFkc83sC9%tfB&kZ*TA%0GAN-0tx2KQ#FOy1Q1)
zEY%I{N&4FZO@kJQvY|oh@Cnt+;F2<e?+C*uidsX8J<)h(87=6fQw$o!G&co8GCwC_
zS+85SRUu8eqKAVSBv2|6BjAcwxwOm7U=MP|YLVWR@d(OA*EQiCSBkg$oC&?_%@O`<
z|3Ref7t-yTzA9-kFK3FJ3=X^Apiz@O?2lvQkm<wSsFuYczLe6A_CrW%6u3htIuYqd
zA`$M=6TrUynT8fTF8@QL{Vkb5E`BAT6R}!2!42Un#9RWCpvbW*%YO-^8pp2xFtkMV
za2#y^#`YaeLcTtY%SVQkHD-4z+3Z_>Rr=O$rB#Y$j?2MPnN6L^KD(nw$D}z$S4L8_
zE$$wgzT>l>{8>ms^`EOydJ2Fa^!mqmW;u+<2|09Pq*3hCrMQK7-En^3R<JyljeqY<
z)vb3TqW(*U={&K*sKIe|UZm|+p`f$eW{QeSqg<@Bn%+D8k|5^EvmGA2-vf8|YKFW+
z<87Q$*@4?OkqvZ%IGnYggIyoL;fLO7XhKj?ZQsMd1~J;vIQf-3k-<*Jg}EWL1{UFo
zWF!Q7D%X^;ZIt6LKt^-5vM$_PbG0<LUXlxENH?vI<5zf^MPQ_mup8~`;2itOfI5FX
zz<qfGTn^5V{LdW%g9@6qS=4CiKkl?umnRmlx=oxN^)~xN<aOyUM$Sq%u{VoXP}lC(
z;xh^9uyYM+hX!y)<GtqGuRZ-b?O9iCaFNG%y__I)tCzGqp>f`Pr~#ic#KE~nZ?->H
zKkt3y+O5aRJFDIPtO3w~KI8t3q{3@ECw2y3n>_VZo%k56{}6`+0>OAh@`V4%ljc{{
z20j25qC)+Izg%eH`<Ej|$|DH5{-$w%DcjEKc*LyTw)X!(rU2@$QyEFxL+<_G!vWQc
zp2yR;iR}9xS1uO{kQgrAo~repI0hFTUEK=+5ZkY-umO~+1OzdcXZt7HSM@x1s?Iy6
z=bk*li7qPW@I0GSVYi+0z4B2d@u3+Q9Wo1c{`{)tT}RWq7dnU%AT)PV<JNZ_V;eJ%
zG__?;QSs)=%Jjw!6B8_#{WVIb?Y38HdzM<e>#yprc=~IO;m*!$Jp#ww!2PF$vsN%0
z8=J=0!3_GFwv179$L%rG3qbRk2WUPsQ=U};n$J_5N$Wj(+q<_p4R%I4Ei)T|jAyH9
z=W7m|%8c2;)*~Ec9q?&|71=Qt)8O*n#%=7oc&6#zJ!lwfqdA{e0dDl66AoNm?mPA2
zKC@~ketWnx$?Uz+<dtBkc7E`yAGk3n8O5;mQiD%oZ#GlP&Ae*U33BI`J~-RQs9>k_
z3*aW0H@1+ERAE^MBD7Se^NL#DskWfQ3Xr^FQ~HIZe0CI^3V}0XiD#^=pDDaZ!n4|W
z4oaFy*Y@3z5KNy3bi1iWBREqTetC}zxR|9i6|>(Y5S26}SJn987L>ERmpjBGFH}yA
zPR+^+cK0L43e1u?3Du2^HNBirI_7GNN1sX4e2!b(&nouNyvz=0ePhoa&*}+X{wT%_
zivEGciaKi0CJp{-NQ}|J{6UQ}$=m*H?>2;e9CI*NDfErQ=}0GZ^L!b@(djlPM_z7p
zoc(l9NeJqT*B}hdNOW-5UM<ClYx~0nU7x)L*IjqL1vIB*$^RjXvc!;fK!cS6o)t1H
zu+y0N^a$JbKyXw2J!sn53aR)7SAHo|mlXjM+UZY3u3*w?S-5ru?wFA#r>F0%(Y}Rk
zEVxa}g<?s$=wwfQ!nO(y&J%ngdUFD#<X4(bC)61u<NMLv_Fo;Tb5$xh;feJ(4wzET
z&dYOw&JNEfO!ntyy)%=Ns>lT0x$kwmWcc0ZSPsaXnq#TW)U~HmHBc5{$poHi(5hus
z-Jni?g6h^p#L*EGq^p2XKUjP^eEP>d&k6Z_ab$g*Xy*^`E9)Gm;c^3v!dJRzf>Sqa
zU{LX7M<e#qT9q+hXqz|@Y4NObLQq>~=mn>wjwcyigyz-@H7)f}hW8Ez9vx{}d+}>X
z$b6KP599eoi#t4D`LR%-Og`Dx(TLq4D~NRO5Zl>q4V)NdN|HuF?W#E>mpJh-?hF#=
z&N<ce^wp&Ssf10Vcj-@xA3lr9WIiX#dK{+k!4OSmeROQE_GHXUbv)kkJgS7xwX{xw
zV7NL!c;(P)Cls}?(Ox%XU+|uYM-Y^fDLI~2=$TYhduw6<pEkb=aVmi<{*g@i#-HzC
z%gM1Sxafbhw%#pFx>>(oYIyQ{e{_%*1?~P`If+t9`epY1Ohul}IPB)>&9y82OQy;K
zfbYOyQH%f9DhoY!hAAK2-``mYfpIq5++CC$9ltg@+w%mnIDBW%{B(OfG;iR|vWeNy
z3(bn+8Z!*g$=0X@t#k){S_j1M<0%;)FtTFV9p}j@sB-E9AN)l@^mV_#fmZnc5X#Eb
z*sx&^{(SE|0;xg8&B9P$2~~bE1^d(%`Gk*Q^H%p`BNb0sG&E1pr;<Zm2!Gm&cpTOR
zmeI}5C?^-MNRz^!hsoNZd^i4VuGM?l6rO3JC?d8bLionC*SCNiCB?{laH9`4h#c6A
zuVa;rMB2kOw1Iv}UOk6I_caplb&8<RP&lM#DG}C{D^vtJ(KVIInn5Df_BEw=1u?Op
zj!s-PE~vY5iv{=TsRVF3%*69uTMBv%&vA0viOd7sV(szX)ZubvkrFkvf*fe@=Xd8L
z%AN(1o3Xs<>%JP}cK?^;0rh1-I&}h-MFh45z8q8+I~^TTaT<QV`3(q!uhI$jr-}3M
zCbvnG?oP^&w}7rWc=G8q)AqS2l*RQHkl=!s0AlJtx?I(-!Gix$(2~9A-#u?&>v7du
zB;s>oiL~N#9b>GRb8?~3Mk?#)xDjbD8dn&dv1w1~?Y&06qn3C19D0sxJH3cTww^lx
zlHIrWlHFZf?xmUzsSC)hu_5Zci`3hl+xE{}pDib>tNmULEojgyH;n~<zyPx?WK;J;
zk^%nls<?ZdM!8n2J>b%Wt-}5|08x^*YGbJ;f=*3FKB8)8XjsJ;?d9G3^|Aj)CGRed
zp-i_*q?${C@`}GNUA^Px5Jq<wQ>0q9D54;As--q&bjk&ZS=gY*R1DMu(o+jHeiWS7
zSLYE;8g>P7vsgBXvv@|+LZ-AHPwJNv5!MfC)A=%Nzm8PWHKQ`N*<MfIjUTd69@gEn
z7U!4qfq#XN1jo{YVwP}GN|?wfm)#7vu70YhB!9b)W6vm2P~Bm%ul5^xKcH{EQv|mO
z^{UmG&nK|Yp0{cT;!AEJGsC?-&iXEVi$qk2U9~iul>0&jVX%(oyUK&Gv>G=#tp73b
z;P?D()tAAe-dNk6so8-Xg|o$9Pw&WvT;{;eb&t<+JdSOCo7nKvo|mY2w9~bQHHnb*
zo&-j#%a)A9i*-O)EEt?pCU~S+&~T}JyRA~GTAXOj6rD%OG|TKAT%e#Cwa|ql*i{)$
zWu8r~E*H!glr0~An##mT{|gtHn+POtc{YftmueBDXe!H}EDnC3%GmOn*Of^yg}~qY
zGs(|HgsBOVL8$vyFNwazNqUKJY8JJ^UaUWxWV3?icoDh0Zw#j5L?}V1w%F!Xk+A<N
zIyI+nWbQ~E66SRgw2=};lTo)Hw^w8<9t5143fYbYkP9PIkX(pYv-};~?!n{Fn4mUE
zPi{#V5}M3U>5ogDoRWJV+5*!Anngu$sExTNEcru+a(%+n>eGMthFg^%`3U;zC-jzQ
zdC)KDLhFD$tU|nWgTj`SqeNl{;yb~eOE*J5<)j>u%f(2W_&|)<%Zd9ur5;+3i0yVc
zkK?88^L|2w$K^MxkdNyjDO8NVl$$QlP^Bu7!wg%4gtFxozMLo}Io{CIVB<rm!>;Nh
z95Q3EM}-0HMao~BaU&)s1IY>}a`$<|WR^U41Ri_cP19K7WCidaKmHr_Ko;sd|CagR
zw8P^^qXySHEN|Wq?nhJyjO^OAv`TSG`~9FPk`P`iT_K=NdY_F4G^|PQE7YA3NqBT^
z3<6puLcT_!Ir{a}`H8+KCmD$ieqo;z8!jyGgTW&w*z=5MllvknFf2pq{pI!RvJLn2
z)@%qZxL%hZ-s8)mstx>wD~Vu?eEh~M%$hr?J(S4=ys09<eY-fVBg}`znS&u-{LXv8
zaGkJ~zPHo+DzNfr6ddxF3L4}1+{)}&+{OPQ9IcG(M`K065Xd9=<vl>a07F`S`rm`<
z{R@BL-TSA325CO;4BCD1Hm0V|o4YjNQzRpXWLEnzO+Ky8B{WCL0GfvXS&)5ITb`;Z
zX6quvveh_@DIAcwXEU1qLg9~n(;5+v2o4DI%s`Sp)f1CT&5j%4^z|V(`qe}ClO&hb
z+2GY=y@3fos~Gn$lqT|@Br7pyXlF9^<%OOeOwZ8sp*U47uSp{c^FCZ@7@Flu>+OTO
zTRisPh^^!esiKM!Il`L-KYSA|Z&M7%<}arWWSxg`ctAm5`Q$c-J5}ksAKy#Fum4)}
z?|+E0Fh~UmZ(pQp`haKO8CZ4=N{k%a%c`(?6tAWh<wi*Q_#pSIKROS2Le5xFVNW{0
zb`V@Ea#sHV1kT1?!=yOI5<_JKcapsxKw;Em!C_wWBTx3r%huL$`S@D=vsh|;!VJtJ
zJ@x!bkjxUx|0KS;1(Xpt;=my4QMxfKQjMlxOiLhN%kaTVN*dH^I$K(TwU(F3*~G*x
zT=A`fn-UPEZhhenz8zl^jEeoajMA#{u#if@>7&|_RcIijJKsL`;h$hTxP<=aVE4X>
z4DgND|2?k%XhJ<X3?)H{Yx}fbrhU*FOra7%c_gV9JDMI|vab@yYa*InRlVCj^+>M-
zCu00d-N0hFkDC;`KBc+mH{D=euxO-01nJlEVgbLFB%1I}6VsE04`=l8dQs$b5!Lj=
zSg)zW1KljeV~wWt#FMQeW)!p8S(Dj@t?*u>u#RDIBWH8FrUrz8yr^TJl+b*VNgu$4
zS+?vG^Z$Q^opo4L@3zNnL8+lbM22ojDM4}Qp}VD}J0%q9ZWs`d?(P<(hwesdXrz(8
z8}xUMo_p?d|K;&<_TF!-_g&xh{j9Gv+t&I5?8cL>P7KNg&RDGa+Z5oK^eekNa|B|q
zD>~^mdZU>~iWe6X4Wfr0@-Mr*lM7P5xdk`91+o->R!iUe<okEAbkkQ8Ha8YXbde60
zEHx!oRB}zx<&a+5lF7a3L4DKt=1f8#w5*@LuKYGt<EE)`$AeKcFRQ7CW$M|~)C<nK
z{K&rzy0TGMgd$jIA{paNkWf;j6E3^-9#Avqg7pa%iX~#!Zhd<3MrT;uB=AlCTRKlV
z9f%DoVbV6fT%z@7j4c*^Jr=u?q{R+@-?I?1s4bTKN@U$5-5|HbPRO#K**b~Sd(nG|
zR1TwxwJ)j6oe354nc)R3wqd6=!hS&|egDT>-Zg~%qkHNBu427ZsESb}gP*8O^aD9W
zqnQ<*Q<$|ranM7xQVh85#>kPJ2K?2LYv1GxN09J{y6ul1rO>YXcE_w0k;Rt$R8pwr
z8gi#vuxCm!T~*^G-ff-k;Xt*kr1ye?*`NUQ5~5pkSAx~UaGO0xzFP<O-5C?+#d(kL
zBFs?v^;_%;Ps>9(1^>10GreZ#EuGJT1N7<2JL2(Q$Vd3H)$P&izs%sG76r6Vx=h@L
zQe20orOMYv11ri8EO<$1VlJl5?j$|^9W`$9uO6ZTknxefw%0!f^%5*VSvj;yi|Q>!
z??txe8JU=i-6>M9S&+yiyVXxiUo7B|2#*n$(ic<qIZG$7N^6$uk)i4FaXG(-tnEhW
z*OcC$6>&fYK1?=3L6PdFvvCtjc0dJ|SDplWbufY1lrMZM?WeTnClngmVDPe$r2skN
zFcniTMY@zbEW+j_fm9b+zczc9<-J*eVGS}BFujDAgAZ)wYllZW)+C%91RY>fTv})@
zAJG}F_f#O+^s82=4#Ej<*+HTb{cB0ShT!uP1WbPof25_Tki!!ei@_1+-&yS{+@(A`
zF`3tDHnsWm%rD4Pj!(Q8Dk=Gas1?l{ZN5zaQs?fHjp-5aIxtqBkPjtExgHoOj&64S
zDiqRvZ6d2>T<8>v_7sAu`Wb6zX{*tu?_6q5b<8lXXf0DJt`Me}oBlJjDUN*_s)X*q
z$o=<%Y<C#l4p8y<{GOIFM3|`we|Lg?W`Ht_8s$WpEVQzXd03}4PamiB%N9E`SpV8d
zukAanH@W5yzr-}m>*(;m298C0$w??X8GSbv%DWM2>_%y3-Q~C-oN;37xhV5S+`S^L
zM1bH7K27Wr&mh3w6`Ae^DZS0wpz5|)>utGCt8C;JR;@_}9j5ZC0;f}zXWc2yQ*K%&
z+AUeP8laZZt<vfUY|4uu4$D)ZpRfLs{<B*B^LRmxr{OCK`253O4j3V!UyF2)Feugj
zMT^zal&SUmVhS9^guRK7e)%3TGb3yL$I!7ay=F2^yPiiZ1R~4)6UIJO3%xW;{ieru
z+08+VVVm<v^s6_yT#xGkyY?mgQzz~*p#0_oP`>zY!^XW&TtJM(P-$)%O!H^s3JAvt
zIl)x7Do>^k&wl%umz}wAc`?waJKLItMuK6g6;EG*IHoOd7+cw=qmDKK{X{18G9umg
z2m8aMW$EZ%7(sGGceYQ70C$5wd6IfO?GuS0KrZ!&%qkB030f$5LlYokM$4q5*rk$Y
z>$~{Ir&|&~p?{d%3fst_C%8(;1twb3vlp#2ZikJLy<+Pa<6kPjNS?#SM->?@`yN(2
zG9_MGRZo5kZahG262;=?9?iK|@bq?D?i)?|^D@Zwd))+*zYaiuL>606@@Io%e~BRK
z6_~z(3?oLUq=rr}>q>OC*1oss5IcwK%!1WEtr{Z9c34Hn2p>V<MI?LDY#dcjs=h(5
zZ}`UXol!<@4+9=j7~00*=k}Fu8(cj2l6*X~QmKbL0rjD?j`#GTa)=)q+hHt8dDwtJ
zH)cXN8y>;JQ&nqZaVKN-k0J<e4x-zt9Q(D8K5r_mbm1-pu7@Tq*14-&(OJfN#nzGe
z1+ZnBldtSzsR2o3(>L?pl%!zWI?5C7)D>zaXTUb?Qg9bsqIyJ~#C}}=6`jUa`7UA5
zG&cep80TBzcW#Pdn#iAlH~0QpydTHj{S#oza%5nEY(KqW<>CEBMta=P*J+(~v<HqA
z;HEuwBLxbaMDHXe!d+z;4RaxzhVHv3!%&1~%BNWDE{^<H5Q9d#Y9@73`jGm_`-Fj2
zyxN+}Io5M|?NK$dAEWJ}qL(1>i92JqU+iK7ip*mq4fI)<3ytY0^wXpJw~ZmmuaOh!
zRTKHaXBNH&kX^Z{)gemmqJfR}X!*$;O_}N8G&C3-QVP~L*GI2-wqZ}#4+Ya^&bWYT
z^P~1nNI_LxMhUBN;VALQHeqcaq1=GI^%>VIdMy5%bNxRyz(4ljUqR^^I4~)YqgwAC
z5yF@`TM1iS83fCh|BMlx>$}lq+Td|;TB<ORN{1aH%iDH-m$-nIqRVd%ODKV8N+k$$
zB(zD^CNxkZXTo2mcb#lEZ_-|^LyXlvH48FP8`!S&Y~Fe;M~aDeo1RwHNYL`ENTN4I
z4`$=0y3TEVe?nJCSPr&3q9{1l#()uqfg?_*TB@C`{E--s|3ySf`ln`!@<GhCa^U9+
z=|{U2l;cq3q>d)+qEw$`tHz|N3YAk)IJt}7k`&_Tu25dkVN4veEvYHp6TH<UN{z;N
zrTKY1Pc!I>p;ke)iC7Z2pGO7*TAE-Zb(rN}XN?F?-=f^#B^rKo;3X%AR?kcWmN`~^
z+$bFk17W(C<4+n|DsWCv#J9w`Pf+Bh-`(RJWE02v6wA6mnBUv6shat5Bt?cBe}qjZ
zA_FX&t|Q)gzi*13cRlTOEEgH0TGKhtB(7}Cm!IMxrmM`UJHnNBv=%UVmX{Qvs<9Yu
zN-V|3<gz>sq9pzdWI2zZlb=*%OCxk;@kr2I*1ZY`tT?B6LgyX%4%jJ#>E?@h4@;s}
zLVCoR!(zyA%m`g^rBbHcSk=ZXPwq54;7|Q64F2*;eqw{}{(iMzr%B4&fZq07PL!zf
z?ceNb8@5ff^emw_Cq+Cbd$QI*=1$OQ2Nk3jRtdNI`G}?5AQ&5#Mdj&XdOuvqT%gEM
z&7Y$ix4G-NiakZ^N<DV@>R=`99bT!=PYZ-dO*wbdI7T-8T61yy0=ys+&<4of5YH(|
z40kOjY0vTkH$S)D&>D!h*5aO<QH?#M81;}IN3?E&LX^B0-A4-%&LS>)MYr6b60<U6
zM^7<VNLG)7g#oY<+Sya|_}pz@Fdu3f?=qH)j5crf>o8aU-mq_WHB9Ioa5Ljy)fD&;
z&wt+j+M^_>;^LZ+Qb_)WzH;s$3=w7$`m;e~7eB&JEGR2OV}0AiZNRD9ODbbN3RR9>
zm2X(i+_E}hz-?&rBpbv=7|6_S7$DEtW-UZ;L=j1lE!s&RrdTHUt;fxeo~P=&9Bl+l
zx}QBQWK`cRxFwOT=t@tL9WN@nc{#cRZ7XXd(&l9~FBS3Ob{JO3G<`%Nz4$X|q_1!P
zUWs-In+bVKSA$5drtoRkUc~cg=-!_vDeK+u?1cQk|MKq}x!W@~d)x05BDw`KK`0;l
z+~Ewd>g@vLJCW5ctk#!vkuMZ#oU$dNxcJSspBvhCv*gMLhEq66>wy*psp3IkvVyNw
zJxG)-0b{ql(ti@cNSxw47<G$YYov>lFsN?FVT!Td_Cgnp;TkDzOX;&rBdm8b^~)bf
z%@%1C5>_ai*keJ@v+f#~@KWlqBG6zd+I&7%&I#Ro0{1)UAPmFf30qDcn?5=r%%Grz
z3j_Nvu_ziyd-Kou)7dKi_5Hsl<1cOdc`R9A5>T<80Fii2b%(9>OqMuJ^jq#I-AsJi
z7hlmv4<fz^!tB`Byp*LFtoKv7P?=y+*3r^}EOHF|$ks5=zM%u}CNv4%9Ev4hb@LUf
z&Z4mI3(Uo(Al_#K#A1vxi*rN{TAOis6p+Q9YL}n~Mg}8UDqBQCd2k-jF<GN69dSZy
z|KPG_1f6t1XjF9e9myc?XuQq|u~`ib0c-8041)!`v{uzSI~~PK$&nADQHCgJyr#K_
z*oSDag@n5vlNVo$l$(I@^8ChXju8l?*EU9{R?0Q35d^|BJ2N(qu#MimJG~&$(kOFu
zQc#cpTpL%H^_0ZU{jj8$&RvnklZTb2GtBRg7`Dvv>v;FO0vx)Qi8##9;2!RbDkauK
zh%Ho9iMtPvp0YZx`cXmo)>^(1XU>R#uH7-@F$MGNrwBEY^VQxti^;NjyUq-WsTXF>
z8`Udwr<(-A?q_?Y&PREAf_y*UzUfy*^q!qvp!3G`xb2ly|2IQW+5H<j1X3Ffl@!-W
zi|EPKoNHgw3V(Ig*De4XbpZSnpi_PM<n4CSjMYZWk|H(t^tz1r{PfKIyiw_@<~xaa
zOo7vC@<xpUZA8f*79ZEOi1aNfXm7&tF;}BYoNtCCfz37-D`g;wii%2u^~gV>74W}R
z0ie6ah9CYw{;i|r#v0K?ZXMiTLT{3^Q)HO~C+6Asak>_fxZ(<6lnQDQn<XXnpL#(<
zXo(zV)1p)o)t9x$g@u#chP_$^)v8V<aW@_x^GXFyu})0T4P*&mm|+dH;w9JucrY^!
zKC|^$Bf0ioZnwc>a~I34$sYdd_m?jnG{6CdzIhAv80-rq3dodpp9o`zg}003A95K7
zt7|{V0(nh#jVJ9pMr-t;<~2mbDcgVwB3WVFvbBb<rdaB5%cqD3h!R!Gmor~PI@?7@
z=^(!s9*@1H2rk##JP)J#Br0xz%`YyXzm0S6xP#poa^W=cz@kn_Ujw5j43$1C>N29v
z6Me?0SE0bR9WybBi}ZHSfwaHlgC;5v|Arps4-`LVwPEOYLNga|KNszp@p`=tE`Y#$
zVcqg&qX4F%h$wrxL2peJJa;vj+jn`14*1JD1(Qw=hIg^hj4wF&F@m46)|rjS5+(7c
zK6Ux&)z-ENl#?@^oM!4z2?r6{!X;L;&dZY+RrW6ZaY#Z)_`~x*;;jQ#m8L55_A9S+
z0F^j6cO?PQI$Nj7FMg&A7?=3its+;P`WkoaH<|$zE+;1+!e($F&5y&NTIT`KS?p8+
zate>$6`(1IKmhPf@Hy`FME;<xtfes2-w%N-wgpiaO#((L-*+Q9Qp3z7ZpvFVng9(9
z;J?i&iv!%T{b*u{?asLNeMKUEw|gK3v#c;J?Hkj1KuiahK+@*4iWDSTAC)8{EUS#g
zc=#<C$Q3u(iC$K(0$9n)ce^G0S5CWe=(&KPdAK&D+x!!h^m4I-V2G-MK~t;oINNTH
zuWQIu=(mWa;^uV&VWL0SoCxye?VBnys#Pq28S2`ZZFD&)x)*))jb>1LKXZ6o$(WZt
zak6g00~m(t0mINTU>K?_NP<_J<(h=-?Uhu}RZ=X5ZRzH4?MPu}1P@5$K9GdL)0rWW
zGBHTE1%n-<;kZg`G)j8jwt0C*eq4S9=)+*QVX!H2YHd^&1h?1}#x?X-bNMbweN#NG
z7X!dA?y2v7gdHGW129GI@cYct{*;M-TCF@GNuJ>f`VQaB`I!cH8H>|+N>JvAV~k8A
zwTRc?grKJKkEGF{wP0c}zpoZve3aD_+Eo%9g2Z60k2%9}>~A0P9k9AYM(LMKL?0^^
zFg?d$)VgE_1p&i0I^@{X5QEenNZ>Yqp9-45T~U(aa=4CK*x0Z+FxPkvpqiM}E_Z)C
zt?{n6Djs_noG^Yisq!@s^(H^5lMFz{uB-Y7EJ&Oi(gh1yTrWuIW-rGcLTm^9d~Uv<
zAjB}ysoTQc<`CF|i2EBIfT53|3b`EB&%8p6DINWo%gxC_C^b5B=h*8!yDnc?Sgu36
zqRY4d0At;NrHaI@YAuuhEaJ&ye&y2L-m4QbkVHH;N8x(+{&?!#)k)vwM(vm@X~cZk
zYSo*g#-sHK$btJlUV*xT0(46CS9X!n8*R&d?S&Ls3RR-|`AFg1esh3$ZjSN#2GP|;
zuki83dUinL(GXw<G+^m<0E|~=*(EH7>%+xyk$4aY8z2Ay>^obHA18RxLW3eVz`iE(
zx4}gs09vt|&(-<d-JwtGq6r}5!RVB#R^e2{wxNZ`_tjv}-In&2NeVUde}*~VU)h{F
zdZTuI1OP;ep-d?3tiSx)<pPk?3|S=m5~GBP?L>fJ;`?qhR$J?2Pc+}epp+q=W5j&6
zuKpqj1lr<vxdqyqo_Gbx_nztLY2L_0t=%}nkSWw8)Hm|>e8&JugqA`i#F9-xfntqd
zA+AcQzHBEZjSv$^yr*NgT)7lM{1hcjA(imk^C2mYRBdIXi$oy1jZkG9VQGpI{Va;0
z&(;$)sa%-pg*MK+Tm%~A42ZZn6G4(|G_W#s5}id)_jUrB;^-_r<Q|dUW}kI;nGSPI
zU$(!iRx+e;H#qQJW*dLHa!=9lT@&b7?7>Sq-f_&2RE5DDqYk69?o|>QgCEaO*K97z
z4J+MTwofW8R9Fi0x~oqz_NOH8jhYw6yY_BD4wlZ<yiwMuf-h(99`By!Lxw9Y&`UPW
zXKDd{?%dFLU4Di6&Ud%18A*q&JgSt}pH4dpf8_-_ortgS*wrex&pS1wFb2jNk6_HH
zI6SexELHKoxD1+#Zy&>>U7=<uCJ)fp#34WGYAaraMde-#pC9X&m2OOck&z@bCq4j^
z5GXFF**RC)o04*OCIt1kF0}%G+*1QP1CI_kVN1-;A|s9(teF3;5Vl+Vp%BtHwqEm|
zI$LdK(5?dPLlPaWcf(&OD#}OBxD1_CbYs3bhzgJ-;H~<B=$W!;Tnu{|G!5FS*WYk+
z?u&rf&fhOprQk69?3T7TzL9HeUb`s6B{x1k?s69Lbf4E^Px~RU%Z{ZA*^N#}kpe6u
zyyMF#-v+z2H8Nq8!GfVu!)1mSTI2a8F7qk+crI)0?(c8hGx>!U>NU1KOxqV5FPP3w
zf)fr?h0!lgmH0cW*j&ax0M5ez-$d8#EjVLR>APKjVxINViD^U+4=(Rvn;_m?z3rNh
zzCH}j_)<cR?8f$YZwMw)Nl>sc3plEd*f^xPTn>OL7wRI!d_?>CUISg@@x{ZOToa3{
z`P9uR0MCQ)w@B*T;|44{+@KjA!=^o)jlzp<3ze`2*Y~rwi%t<}FGFpCbEL){A%ykX
zo20g<!*LN^k0esRO+{m+NDJu}#8`=@m)33xXEWOH?#gp#ZWp%QXR8WGWe&*e{$L#G
zM@W<*6BLJ*u0kf(vZTjyQ7DpU484NuMPTY0sPY$KO^syTJK6S;j`n_zhQl%-vT3Hz
z-g?$0H1J3_+?aprxwaZ5S6P*dBb9ieE~$?_{c`eWru%$DeLQ~9?v3ibnIpyH0oNHl
z0`wNLkcRW^T9aCb!k++>cc_7WuA&|7DbGPj$jr`pz?Cxs_5!eQ*-cf<xSkzx9>_g(
z+qP*(teo)5ECGyH1IeVH2XnK4Z|em3!1ll0PxIIACr7~jv{EYdt{9i8F4J;|CgY=Y
zq5{K%8Oz=^6-O`cXy8C^^=vb7-Xa(HQk5HMo~=|KF&nl3ljJyB;2xRuy+V(B7D8Dr
z2gIxxk8}u-D%ok0zkb+5|4C?fuK4|sFmIH!rmQ%aDO-MaY%*d4-e5R^<eSy3_yTPH
zDMCxF+k}QoJcM5|__W)53RIgxK;wV8r5`+`SI>8T%>0Xua&sRD4;VXP7!Ch@brZq@
zb<v<wL9G=dTH`*G$&WB6wkla_%&JbwYBC#jTmAUVQk%%Ircj}BGTqHE>Ow8%(v4J-
zIk>RPJ>l)d-h;WnZ#y)dpQIISpb{~yGBK>f9PdvcvEg#wVKcFmF7h&mW<mHUeL<H}
zR!(XPJ#HdKq+~Ph$#9@6KBbja|JweMF(W1k6@xg{?1FVbJG9!;%T#7tWEm|9V!B&3
zpx-NJZX1jZCl_QV6lT4%Qht=qPrG`Mp+XuN^9<OS`|WOw3FP?QpubD|@tE+6N2o%7
zr=D1FtD!^&N4=rV)!#*RYzVy)QxXAc<Fg)=pwX=b{)CJ}=cJfyh0pp~>UwnckZ-Z8
zB77y4%i9mJy^Oh^S20RHnuj6`Ny%LXDJfT?aej&j;0Z$toDW`FvEV1@lNV&S>%mp1
z;9@U}CE#f`rJl`0q|5Z>W^xF_lt5aa3WjYC9j7{9#zJ}vm~xAHyNjcJEHjM2t0{D2
zT#5&l9#D71S>mo7tnQO5q~^PF(F<UQF&Wg$x4EaO!gGaM*TR4zY<RR!cn~&WU(7oe
z4WCypBl*~p|Gc+)h;{+jJA#{V^-t;Y&cEO$aVTETQ4S(PLr4$&xe7fPtVVXqx)+>o
zvx_xTQsi%!HJLzK>rXsRiPwde8^pKLYseSL9G=0M@F}a`ewWweCM}R{IlRMvYsYgp
zZ`hj|IcwOrqDq}6#tx^rfX-h}quL<{!r-sfDYPgpmG`y8Z*qZCY*)KF)ikYp@u)%{
z%u}Y}Vy`Fx7A481=()G)K$86({K}@d!{lT6wD7m#;SVsDf*CX0lPwCl3|jHyO-#C-
zAhv3;IE5YsK<gCXuw4CYq<^HVOSu!?V(@fK{5LJ-CbNVLhz0*79&S<;ovmI#l5y!_
z^M~Y0>{yY3k8%1+If7}Q2#54Va!IqB-^S;g5KvcinyigT&6rB2jYh`Z8Flozat@u<
zpsy|-DDMpsj%<%&GEifQb{sw2t@SYs!$GwX`T23eKTmW!4|=%i?C(M;j3DpkDmY*^
zW=!j)@F4OZI18G%1jsXV;w&x8m;~`mq)IcsB-QtLEL=r(1y&X1<!bPs(wtP|{^aH>
z*^Himx=<N|#@PA2O2B@V-&$FE%#SNb;DS1qxn3r>%+v<P9Gh^=C<JUS$q!)pmfu;$
z`@$#JfH}YOR9o~fJ5E5%@G(*?=AStW^=oUC4iS<<dit<}0i-~t09ea*DGaiS96T3O
zZkt9H`gCkdr==8jv;Dx2vQE#48Hnot?8NW3ln~&QLefcp+DE5aWQc{w*2Pu|4WTNp
zRg@HY5<f!0;Br4R9mdp2<5NN(caTrXHu}N4yNs}kQx2QiIldF;38|04M6w`<Qc%l)
zV$4qrS;B#dwc<9S_uZjAQEV(S{KpqxoyP)uqy!`hUbv>=9xmZ!TB&%8zk(S@b~!O>
zb#(<%>kQ*6v86^lTW&ze*8|1LuAgtZeEfnq{V60^Uz;m_uW=x$ZgoeF3<F~-ROLec
z$%30;MZVYrRYz79`SxfwHP=T<lQR>&0a>LJgB22zJCiwYLKt|<*z6^q&~QsT&tkpI
z!h%1ad#0JK-mGfw7tJH!-je>PK>0NzGV@{&$HJbs6PHS1Hg2>W^qp+CXge5IGv=$W
z%qLD7G*ES#y`ksgtFQB%KVsH#0m^X@i*5wv9A1iCXpSjRZ6=gH2-%cHG*Y)H22;qt
zjkf-7-Gcsk(HA}{M`(at+oabGQY8dMh??NG7ayg%Fpts2{X>HNMSa8j&lyfZ03;Tl
z{95c1S-#S#%B)|)c9B3|ma_zyvLj6p0z=k@nR_af5;#r{aD|8Lee>QzEc5waL$LiR
z29{s8$s$e%eirkUc`-_MslaFwC|{=w-7(&K6^<#4kf1<UcXDX(G*e`I<J@@i%<}|R
z6Py${<U-6(V>7}kMxH%-lFocTPo!BrJgJDgC$s58DCrc8RYR*r3{^m1{HaPZgPxKP
zWm5?@j+%GsGbwywPGRe%V#FC3dl=al>1D}9S|w^AiQKpF&`5h=M&Ba-B^OjXRu6K@
zW!|8f{^h>_RM3A(2xUOOj)%TEHgIHAJ+@$v9NYfV>Yx4L9=Ulr1L4lRG*tWYr0MN)
zCfq5wAtw)OrcwHF6n*GBi>P>sdfJjR7)Lk*9xX~U9z06*$HpIt6|%}836zLpV0y~0
zncC(YRBO>aO&8GeiHpn}X@4X|jS*Ecf%?=(gP37~GUMZWqqz8aOQUpNH5A3N3hHpr
zO{@Y#u8%gPCfaIiSsIHyzx^*asi^-#a?<m4=|<kq7K9lns-nV5XvE%-jo1b)=MLim
zm6Aauv7vqV0kL&+^g%=6P3&T{T7XTI6P3$O)RD={GG(v=O3%#I4Wqb=AphoaS5`G$
z=1tay$iSn0qy5wjnjjYHz}T#D`r6B3V@jU-l(3%X#*Be9*`i3swkPR=;_4KB1>No@
zy+3Ko9oxWz&C;e2WAqb_a7>W5G#tNNz&f6|wDiw#Vl4`kXZ@49{_TX34vPMV$tRRL
z2qNSN6PJs7fB&+l*#+*~QG%_4SB^B26**-^oJ~`nkp!kpi-2un_+bBdQF=eYP%Km&
zVs06vbq}FwfSk3{@@RKMEJFt8W!tjB1F~0IZq`t6?tu7XomE-CfsayJ9XqZMf2JEr
zn(8K`ybr8)ac#QyS*LHw&x|0%Znx(dIN&94w44A|&iZM4Yzt5LEBN>ppUWon_ik_#
z89ML(+iLaOxd{Fjk8eQ8^FgOX7F!*k+wk)dtpcyYXX>wLQpKdq!sL`_6NWRqEv+Is
zqfK*iP~phg_)~b<6akRM_L|{$qhiS@_j~Y<D7p#sqjyA+i?boVsvbl>r#T!g_i+NK
z**xDCI{xHfAB%CqI&U$+lqOj)tVW*D$e4*4i>b=zs)%DA$9Yk#e(<#DHS(_JE7O*N
z@Nn{G0Gf9T6QC>pLTjBtly1D0zh&ZZae>eJH5>$BJ~`^lunA~3|2L|;aY6W4xyJOP
zkso<C>{&;3RJ_~XC(;Du#ny~15$XrUup~WU4c$+6McN)#AZ%G9t=na5nSW@|<-S3s
zV9~GYp^I(ll?KTa9(c&;$=FmUk!&)M=B&uwf~!;v3>T5;H#U#*?~JzT?O>%$y1>OJ
z8?o~B*OTN~_4k*+cl_-O`4`gaZ{Q&Cr9(**h(Tm`zESaSL%Ll=XiK_iC+<*U*|i40
zyQ3K`E}PMWT|yBMOUv>|ph}Hk$kX_Ikp9~vYd=*Ba$H+(lzQrYj)#S>)*nb18X>6|
zS-vTM$ClED7P#<LaCrFp$lm=udQ`WxVaS{$SIF(Sx<pe^AzEIiZ!M3Yr;H)t(|AhN
zKe#GL2H1T8W#YQVeW_OInf0Gy)Y7$g`%iV!`ZYxP4hsYqE<!;0Fjd}><#wXHRHuBI
zsUHSgh2zXb_!F8*f%q!-FOl`k`q^}Dk2=5=#);W$B)X~^{Ewu9Meh&_u+u`!g_<mp
z1XgkMC5JJ57Z<)Yj8J18Mmda$&}TygiM_oEcvKR{`AlWfNiCnC!=Or^IfEq>`76?z
zjpg}lO10crNx@z6)Ff(gk1A!yFelOnaid%}?~SHvp#ORizyklbujLQZHk8dsAbs@%
zLm2n{ROJj0aorLw^J0VSp|fCpd#XL&PYy8*l)0=G+@jmoqQR2%Skhke!jYg95x?`n
zJ6Hlq`q4&^Q1}b~OFyzc;~j6Wev(eG&<T_pokQ1Hi$n=aZDA*%#$(+Pq^8iYIYH5|
za>(+qoyF-rbE37*{p?<waZ&03axnOyyPcabLB1V7mvXrmxKrP<MfwFM3=j1EmqYv4
zVT}TL4JozrWeiaGc;nQ8VXU(R^~;lO=%81$`o?2TijR=eZ&;6Htynpvu;gk^e4wz?
zQh(P)m_%wGA6ZN^foW`{$am^wKq5a+BljV0v!Cr@Z@{9V1U(kE5G+eF#Q=NZL9d-@
z<Um|JsJTKyE=cCqlb>Kz-AMe;7~D(J!iqJ>58NUF3L?1oDI*<2F3?vbPJ=?h0%q#H
ztN2Xnfo_f_shCvrljKpq0UysQY=lSH@ZYAv79mfK8|(kSgVw(d-2iTpA@U<aFZ@ZW
zz2s$1m~&2`4u0%mS}8T27k9<N<;o+K?6wK1o|4=FUjxBY2_uRwHG{qTQ8YFR6KaxW
z(>6|Um=HWb;I5IMZqI0#02guVr5>ujO7;}=HMrk5oO9&OJIFVT<^XmGF(Rq;wID*f
zC6^Me4(`ehZgPWq6WbrZm9+$CdgTf+Wcuu>Xtv6pnuiC(^FXlIR6*K4>P(0T+`ruD
z8gyVN_3vQt3yK(YH1N*SM<G@3tJL5y)M-k}{BcqoW2IN1AO%(UHj5DoC`u)#Ts8s&
zE@FgI`3B1d5xgoi!qQXf_${_TxIuS!{{1DBo|y)TN168PsT(Xm%b$jiZ$%mh(h
zU-iThsoFACse%Hr<lji$hE>-eY8qv;aQTRk5ZAfK+QFPFNe4R&O@(Q~_Z>luUw1zi
zM=*rp^Adyz@$}o*Vk`UwPyF9g?3&E^J2)?q2_R-#%Wb-qI%CW*hr&)V#t4F@(^iXH
z^WUAx5auYTPMs(cDvZ37Ty1zVfU+G!>Gsl>0`Okico|3PPv9`bq)2OKO6Q5bj?1U*
zPXiD8Z1%)jt3-zirtB!NAh>bMyCm>8b_N152#j<>JB(>*G~ca%^AoE-A`{&(gFK=k
zro4?K_Jh*!nVPJ2E}mOuqF!?`HmqjFZ^dwroc>ZCZ(XaBtw68IuY-UY^uL4IO}73m
zFMyh>oaHOr3TNeie}Fo7A@C6l$W)D2i@5=~Oocf)My96QbB$wZZ_s)7ONAv8STgFt
zH>#Fa3_x)I@2ZyY6(=hMbb~w>%`ky@S~MIsg>0W+WJo0Wa&VYUHW&>Ztt7gi0eCOF
z)@8$^&CdPp9)LP`(dfhxf1$@$_1_dNf2Lm`xesqYTkk~zL?Yg+t6KNdrE@Ag9OV-)
zyqH;_Wk=!)v2DMbR>MvUz^j_ev<Lx^QS@%Ett3|#^ICZHDnRn<8@k3&{vH-q?f(bd
zF97H^dvu8N(*`<kbdr9_FoH9GQ)=n7C@9hx9}SMpd0L)c2YB;637;F6>~Jgrra{_!
z`(28joYXJFzGAzyCOMY4J)jq)wi+WZ6inq17zQGX(($UpA=evwGIWt@#DP$NJn_(9
zQIL?82u_i4ke|NS85#6^tHIQXoO|%OvtYUA!1Kk1amr6a7$ve=DYo`3k-KkGJl4lC
z&DUr~8W*TJ6Rr6>je2FP&st|C6C}f9#{h9nOOBzoUuL$r^s*p{Z_R1eu#a=S#>5~d
zYOCJ;Df8BM04?qU;K#L&XXXkDb6~87P3%g2z3vKfr5ly#d{PiRE!#bcInHuBxuJ~U
z1P;5+yhSS4A8ilE3TDnDYFFlL#wcpQNk(#dP{4il{q+s4nsGa!^lf`^O&HmOa^he4
z?{cL+%9Il+MmLLzn)BvAczHf$ib6qzE^rAvjDc{9ABD=hR;ysMn}mI5s~yiJ6B`3V
zb<E|Z1^9GQNh&P$ZQ^x9g5egK#FcAi*q%5pgQ_G1Xm$X3A5Z)r4FZ1k*`UuW%mLI|
zaEjHU5Vo=z0O^C28IL>w8yk0-&z5}hMdNdH{0P2rTIHa!&-*|B1xpR@{=ZbGMBnv|
zV}$S4RHpDp@D01}oSF!*vMd@JPj2SwMRJH31sWO5hA4Z7b#5&Mta~YYm#3*Ot#r%#
zQsih6?!r!RL-4d!@oA>N)7Z4igwlAKDLh_m*Xj9e#Ni2jv-m}^j9aK?Gz#(<tC_4z
zxo}r`W0EvVj`BhViG(MWB$i4}mMD#JuTI}bG{?wxk3dc1^(fhorv<0wCz{&qTZ(+}
zgmOXoudZNyNsZYe45v6(zfYL2k@^JICrXJxPKlL9L-q;kHa~DV6fG<?xMFOMqm~^e
zD}bJ9s!C`wp1+Ve;+ern$0U4T^5`RaD(V`o>yPTac;PYbP{<<MMB|n~?)Sb&Ta~2#
zOTVfPm9z5b`Hy0E0r-(mqJ`1G!|lQ=-PWnA(+|Fq+`BvB90jPqaCo*=dSxA<2VE9P
z6Zs|Q-_T!N92mNX>&`zk;g~()cPCE)BwK_+0`Z-vKwqj`z5&T^&a_T@hTKj|`CslX
zEjY|+oGmjYZ~}e9fDSb$Kw&$;<8(YIj!{#!h6U~?(Dki<75b$hVTy9}1us8d>D?U4
zY`=0iJ_o3nb!*Yp)?NU6Yw-0$RQ<<~e^llU)p=5fQ;|`a32A(mMCf6rb*hME4?IG%
zA&w}o`jP)#5RD&tqCOFj-!Gv40S-wnfU9l$KP|1Mme<2AFS*Ybu8B>kEJWmu5tGnq
zDDH3on`SH;XOx%ie_m4gWmP_`tG5eI6?ZR_^j-i8znHvcz`N>Qz2}tz9p+x@a^#VS
zt?5}_e}=V~v&tG|8azC4-VEIs0(iCYu(reql2y<}M7LGpxT5Q6Bn{B}V#gt*?%MgN
zR<WIzM<35=HM~ATWMbkFLd?2Jr^T0T*Q2;>Xd@R;uwHNY{dcE?7aE|KW&m052B^Tb
zI#NiNB#1P>7?c1(DY$O$c52dRe(`g9-(s#rPg4bEvoEn?$dYuPwtCY(;RHaD0!<|z
zpl=V&j@oaTKD$<0Jn5Q0C<7OZSE3U&b}Lfb&K|xEm*std1TO<!c^pNwz|Jc(<@YO!
ztQD?1B#cwphE?2LU!`T;Y*$EtwtUdf&)1vx4LdCW0HB{QqEBnJoK;RvL*wkSix$kS
zGuiY{Ymg6vyDbp`F?GcyDJh$X_}<F&T<igYOp-OuBcL%6z<4XGhDn_P-qC+!-0~4A
zr2fAei+sS8QBc?qcz-1ZnX5TC0QMuJF#<l*uL??uf)Jov%#nV~T<yEvJwV$ixz;wO
z@OaDr?p(l>A)>aoU*MfRj3jTikkI|Phg}tl+=i13MrG=R)-_WOC$`$ijg+I9o-t1~
z<3JLnJyfR0L+N-~IUKC)Oero3=@-VkFoVEs;Rh9MW`yi11~Xqwz1b4k@qLWxIP#x~
z;}3Rwzv{ve(2EQDK#lp;yO`>*6x85hO$qmgx0EJ2=V=t1@J(}`aGXWKKilLyP8TW6
z=d!S?$fS&Q&7Jlbo`}O9&Y+Wwps6R5l;y7~cn|18Q$ypt%R2)riL9w#_1$_m*C4h(
zKHmpcuglgU`kze|K2)gf$Seg!pp7(^qK{DDy7fVJrz4fA@oal?dxp+!=VJfSnFr<o
zS7~P7XTJG0!&&ve0d4=5DC9)T<d&|PYkuJNcL7Vqnp%!8h@#n}*V~ek_UvGJn3$b&
zT3qo{o~6D;6U#yNtwlXx0Rot)BV-i}rdLlh5%%;pXaRvv--i^j8NKmW93hf=0J9f5
zsBSNn+QCV2+Anbm*&C38#L7JtbJAZ3PIC&8uK!Vu@O+w>&bvCeNmyI!uTH@w!HV(&
zaMhwHS+U)#7iq1{1#Stia=!lRw+j^LPuNsHM;8b}?{A5C0;;p=+ImotHn7$6B8Bhm
zbeSQq+PoH#lg_NnMdS+6-J0FZN6To1l~6NL*i46Fhw{Pz^?Ly@iC(djBmbo`=`cy&
z?DHcdxA5ns-X~6spl_*--+P|dAbUGv7|YxLe4l6Na`}Werf~O3z#E<jIz6W-pB|jG
zVK#M&cJuqS@jgX3&e3Mt;x)y2GkXJBE`dhd7$^8cv7XiM9@k(D1R(T~1_C{)E%jLa
zN7=4X5Vu0DZvdGh>^B1Ce{?6NWJ-{=<rGo~r?9gs==Zi7$qE6}_eCow4^H+*mt`@{
z{7~9uRGS}`5kStEELxLw@&iLpC^r|nQ&fQcE=*{I`gYJ8Y{FKPHElf&!Q9Da-;H}9
z(N}kQJpJ|%uJa6G#P|ZjIYwdw)>@0WkX-tBJnc%4u5QJKFv@}p1h*Q%6%m(zaf{#L
zG=RKB_BMRE!L(G!fz7FFA}%2P=Zguf6j1tL*}dO)g8$Y6%Ozb~hjODr=q>4tUmy|t
zNs0KJGxP04nS^d@{g+N4pO6E3kmvGl9R?ree)^tZ0akynSgH$hB8>p1z=@7#CR^z$
zXjRxliNJ4<;*P*3F<r_8UJxCTT2p%gto%7;l)7&Vh)_GgM7ar3V0!MB0;=-kW0KpC
zH<rcjh*y4_#GhQXmKBKli)aUANdDV1{vH5=Jqj5)HdQD@3{s)d8?D^JGISa$093?F
z!njz!nIylgjl%3{R?4p9(UQ$Dhls7QRfsm#_r%i0%U~1w@x%>J5C(WYpLnE;KWaqr
z1+?^VG!Nt$-{hAnE=oQyk`MayFkZd69M)7TuSvh)9kCzz-it~hHEwg^qgu0+yxi5Q
zI;n2ogXxLyk`5V%a$~Q7S^nY9jRgEpm+HTtUN3DyBquzUD3Q)qf<-_5Tgj&LV5C%5
zg=zUL?))8EFU=We8j^J5GOJ2uoyiP_a_x+y$DntQ(-Y<7yW-X}6Q)guebRbZmmNl=
z^Qh$$`NOHLm+XCoBEiy_4}_1ZlO&IBmlC77NwY;~t_$h0vNzNU?dI%yEYK}^;sf>?
zhJY7u9AZ(N1xW<&g|Z2SbQDjM<^#`s3-iA|bZ1AlD*qnAZ7tGF^O4=KeOBS9E?l^y
zu>{>%3%rPCS1c@6Nj0xLYu17#JrfiZ*cv&fEZ4%3htZ725G`s~+MMF}f+-atfccS4
zsB{2>2h&GbgZ|KaRS#Ki8vj10{SM<{dZG4&`vvu<;rintA}F!03Cc(ykso->ibYo2
zfj020nO)+qyXxO9z<+<-flgvCV!{YIF^X6=jm3EKg0m9d?JsQ{QwxeaIG)6Dy2S^L
zDFiIFh2L7UUhk5H2X^#|k)j#tL)X+k$=0Rfg9MY?0!2CTQnXtu$io@gYZ$y=X%d>o
zhpB6oB;>t0PdE_+1$Y|E&szG&kYs3l#h2e9K&AO%3w$`E8<6(@F-f76FeiE9?1MU6
zwl=pej9dV`ets854L9(Y29MF<iANqyDLyXrg4oY}$3GVI*~JrjD?^ey7UEX;29oR-
z_CZW+G2@-7Qzo-r;Horj$9q9uqA+1n&wlwRKktsI&4+SrZ%LG_jPyD`)|O%YMgjeH
z@cm9x|6V3e#eUo?G%wwL(iew(j$Y?2CA-IA{UEldn@8XTY*=bjun^N$#yUwMApMQ%
zYY-UQol(x)rLpyWk=M8Y?}^0)MgU#7AAo+`;C|#my&C#PiZs{*A^##rmm3&qwEGdk
z!Q7UlzTf?C$SnWaPyMe=GH6t%ha6xl2M_9LrDeywc+-{sM9oS%LO@I^OXy_?dlcaB
z8<ve$AcRGSeeI!+g0hj`DP3sQb+acY<um(2ZM#xkw<nH8b?;>=_p?45TO#DwyJH?s
zkN^KkvKtc{lbs0`l_qFw@B2bFvh<LnlQQ7=-1On-PuW#TxeQR$7wv3{aJJI0x2Ar{
znyJV(rsSg-oWW{rbCkb*OE>rP|Jab0T3Jlv<RvBJSdQC1l8B;N_)SCwksh*xv_-n%
zp{z?nI`INNC8^I>lgL9uH`__$w5b>1XZfqD3(2XBK}hR2*obE%=T}cDu+Nr26Ta8$
OQB+V8QXufw<9`4M*-Bgh
literal 0
HcmV?d00001
diff --git a/log/zPythonScripteTest/err_n_plots_multi/IterPlot__MultiSO_Rho__fwi_FWISO_iterate_m_allshots_5_4.png b/log/zPythonScripteTest/err_n_plots_multi/IterPlot__MultiSO_Rho__fwi_FWISO_iterate_m_allshots_5_4.png
new file mode 100644
index 0000000000000000000000000000000000000000..85f4d4ae891b63cfba403e0d37348abaed9980c0
GIT binary patch
literal 33181
zcmaI8byQVtyFH9Si?BgJ8a7?h-MH!Q2I&Ur21SGoNOwz@fV8yI-JR0i-QNOz&v~A6
z&i5Mw{$P#0*In0r#hmjZP+nFH1ql}k1_lO2LL8z91M^fJ`2C6S6nOHJDJdHU=A)4W
zL`c~+dAGqW9&@bnuBl+_<R|Z^4<C@I-a?+^gGgoVf|x`dLK0uIyq3Xd<|M;iU$L~=
zlQXmdQ{XN`*Vf?rWCl4qo-n><gTOwA2;t&pC8Td|D&O95PM_&oo=??nDW??gxeE-q
zxpIzGy6hHAt6YDZwr%KfGoH6@MQlYUm1T}`L;z_LK3VRM&BejVJ$VzCI?{SZp6>6|
zDUui|r5G7mmt2a&j%OU>IG-s5dI?RE<^dM)p<gHz+8nl0`eK;?^WLdb&b8HNGwYbp
z*)S{!?fIm<`z+eWV#mwQ9RImGbptkyz{5ac$<#^mr(j{=+X-;bNPu@pfBJ|910$I8
zOArADhInLUN0rvAtkzP>u$z=k*0+D=s9%b1LYPkRbhu<YTAaqf&8x87YGN(k^ajj^
z<n!YW0rY>o<sI>J7?^N#Ml@ibJ6UU59rad0VcDv$aI5;&owF>jb)0b0iu#9Tw|a{;
zL4MJtvxubH6Qb~yWP6zHDfC_om0E~1Uzk5a|2eaNzw<T16BrnyMBfQB(;<H+a18+|
zmT70duvjH8qMZ&Un4BPo*6DPZWoa6LT57?|Fh!#d>-AdshyTYLV*}lAN-yBZ1%Drt
zulWV%r{uxw#K?}Wc9WKE&?$zJ@lFoEm5eNOfo^L4zh3iqV%i3Y$z-0NzRW}~bK8oB
z|D4<pmoH3Ae4;4f*PFo}ljT<iWy!X$bL^eo4+Yb^8OyW|m-1NDt-3xTspNYB91j)z
zpEu#Y@B{v0MuGe1nHg@fCHkT0;Fpn8D2(LwT&UuAchoD~I=7j$*g$SXO9yj&t6DSO
zNaZ5POXXsIZWqKqPeZ6PX<VFSrLzLzQJbJk_C$*tMZNd@JV6B*fz`i_;O|yvkgtUZ
zUL<&Oxe&ajEsZEWFdrVIkLW{?eu^(9y`Ff&#;qVniEi`3RYGQKy5dI)HDD)=fk(Kj
z5D-%KTB{v*w<CRaR+iQ?U;zZr{<VOAkJp-wEAx|~FAiNk-O)bgZ2g(sD7Bb-w&q0X
z!MkP28cyvT$?Af#;e99QDZyxw{${;z!|VEIQXO&FjUpsxb55@0v!maogQlW66P&;X
zoCeTG<M_LCGE=&F@Gvlg`kq%Cv`LAYlfoT#1qC#~kNf#nRR`g%Sm<k3w<G=l{Cd3-
z-MNaGS(p3rriN=<$jNT7?A;Mp2ig3F{l|w}!YqmQ90f%N_?fBN)l^bCADD<8aI^Au
za$2RPB)Zu}mfIRHD#*lBr+Bb@LDl#8rtP3Ki`%VhZzUxMFR$hHkQw%I>*L!GP+Z)^
zJ66;A!jd=FU442uJSOTLY*n6S@Xar~54w1H`R1!U<*BzAxtzHb@p7!%5ED`Qh|^Ws
zuH&ZV%PtF4yniF$#I$&n`p@S%*XhLfgONfOvmj`nuY_Dfh_F45Eq}$GBRTE!2IyTh
z{`gv7JR%{$rCq#zvrex!mbz^{<9utl$a9QM=e5}8!@;pGpk97hwtsu}@!Fg5z2N>)
z<>)M8)Q`krgLGsVn6IRpBe@->p=s_TDC_eM6D|R$M1l~ls-5~f{{Ze<omH4eM<Vx{
z$N9qNc738wMGbuj?_RUUwF{nLE~E9)vk2<%H~1&JZ>4{}7r1K`;HhFVhB3ea3?q2}
zpJUbM?gAZjd);>)^zG~yJQ4qCFW$ZSMSlQZmCa0Jp<a{jC%7}Ni?3d${k+7{gC-rJ
zbH`Y82^_YE*ZU<UGZhW_`NqFL%)j+N;W-(!6C*s#SIC5ms}&Flv?Tsw=&y7tWqH`w
zt;5c;uyOudg?pBvsM%az?Ki#4+{<wG_bimRk`jLVqAnSJ=&qvjhmKf^v>}1_;q6Ot
z6xJ_87(<dKek2wBt^vNrHPN&?AsEl#UQFFkr86Q;>xc_q*>HAcwsU#VVm*zSn5emT
zHMc-`*%IuH$J2`{FnhHapoPt#;kAD|fbVd!((~qW_N$OrkZoRi`ewwv+hO{YPf3Zb
zRh{Q<t&HV_wfnN(et)gQ9+Q|{<AxR`w#l0)m<I<7BU^2w5))IClM|c5<HEttuBM_=
zace0hbyq-idq;%4K<&9Zl<7YC{fUYS=Jtebap8=v`o-*V@chL@UAgyZO2ZlM@Vx4H
z@r+|z%z1s2#oO)3MlbglIKw3w%xY@Y*0)#mMJn{_-&g#%2l(vUTjS58ppWi5d}nq_
z{(Xj>PHu*8*sHLc#Wn&SXN;l7>z7Tx@hA!1J2?lgsXBFQ%Fa-IJU0(1by0lZ^~9!N
z>v3=Yx-Qw6D9N2|y)I<;yykJSnyU(iYERtmP{aG|jkdIh;SJR`U!7{DdTyP<n+mAu
zE&QlU-xQmey<RRH;6C&-FWskWWd;_{S-H)DeK%5KD>tz^V2hmjdtH|AB(<)Q=k@@x
zD3cfzLdbWLNOarbGk;VWgcJs4x1K+osY?q#-JhL0Xd#-@dJPMYvgI%^7k7Km%`y|}
z3#kC^eWUw)sn1QzSXv@y5Y$uPVrt;tr7ft^ZjTbA{}8{3-Oi?bFz?Fm?>x-a;@Pct
zV&c*gdNv*2^>G?3i7aquAKX*koeiY$T=MRfnBJa#V#5nG6TH`Txj!4WyWXABm4Z9j
zKV4|5H(T;kfQ*ig+K<Q)B4+JMm_Pd0uiu@v`^D~WBp2_+`Y)oLQ%ZbJU2&+ZR*!QD
z#;a}Rz!o<BO}w^tGXh0Ab>@4^C0KVp%P8wFab~MsJ!)0d<{g*g>Rd{|87^w$jVDJl
zs&)D@#VrsUFp3GkJcS`a0A99~(^UW3N9(3No6R284Yf*t`mUNFM(TaF@0f`qk#b^u
zkYcm=H(j|FD_Bx*7MK%IV~W?MC0Lkc!5x%=6}6z^(4PwXm}6_L^<0W?Jn<CV$+%aX
zafPOJr0X@S&9AfL<}{#-{x5fZW=r9_k21wjQ+VAR53QBe)Vvo@HqUSFsKJ_7{fSi$
z9u9;_X#>{~)@5j*QtlU~%2=q`<lvoYvUlq<R6a3?Pa@0yh}ho3U9HuA@5G<{1Ol;~
zut{`UpDiD_9q|3a5_fD<zlXouG7yL%I<2f8KSP>vu2y7Q=lP3P3i<wWDS>4t$z=_P
z1;2wN!>8%e`|aB(FCkL-5Wo>*UEX>PeAB7Ruc<MfDE6n<av3Y0Q4TMDwK3nYMakin
z-GJEq<hCgJ$NB5wl7lpY8G!`S*$TIgtuZ2Wh3c*DXB4}J3%@@;^VlyRAf#0rXXjX7
zaQ7G!8ab<E(87NR(BUF4`OOxP_ivpRLB?9V1AJ%kUD&$shY3ASEK97M*wU1T730T9
zGpZPRd@dHpn|;ovEyaa2ECznuo@v*V#ZLS53E(~ieBxkFi={l|Mz^JuCb#+nr<KlM
zN-y#G^lv(GSop`P<<6IkQ!<znR5ghTt5yV<_NMCHOcw>F<B)?#G>w3Jr{9B>&WPqO
zBh-QVF<F>H_CpW2_oa*pQuHMPpGr0JkC~$-JaTY%;hOZ)I+XPICgzj6{RO#EfXTO!
zjcyYqiJd;^=h3TdiQ$c}CX{}Nwxv0$N!U+0O3Zn*B1`1y$6FU8%|U&a2u1e3xQInN
z&<KV!mgC9^)tlqWRY-J?+d{($>l*Qh|77v!ajNg(@RJpoY!NFR)jOW^_ZM<ZtS=s%
zekWDvvbN9M)Mv)+hI0$s`_;6b??dBxHrwNa3Obe%cefsGlVp$Essmghr`xcBH+f9=
zH*spIUN#EDTKLRAZ1o-XOQr{B=@vw3+pqV1RwTLKe~r=XK!5y}`AaUNrt&67<;8n}
z>r0}E;<@OJHTUy9ev@8Cu!WVC?#aFZSL*B2(-5gxZ$U`$_TGJdgP|4rLyFSL{cvu6
zh@^pLfT>uP_<XJ5ip^5qwVzC1M!LUT5a=ssIGyOguBuoGG;8*Y;PX)Jm?V50*2$i0
zKL@XIHdBlZMDJzV_idq9#?c|y=kCDQ$YlP8{9dzSIH$8erOs5~=Dhj7>ELqnu&QG$
zFdBbE4C`PjfJ$Cq4J<o2dp06#86y`{ow*y}%X@!d@_c1=+Ivzo<?EC~Vry>AZimy+
z62^DAu62>%N$lfXUWl20X&8=2N{v=~DJg--W(Q@gC^VRLMNG|-4qhYwm&4J{TNS>^
z4!fJGv=7>65!KkGzMN~JJpya~*EbmM1I8^&`WN4ysOi|5EZ+NEq+zf3>1li3D!yj^
zv7eudF9{Js({^cj+aCASOW<OY{=VF9nH`MF@A>nv!(4ko^2uX>0%t6T@*R}t;wxU<
z%iS#yX)bum`P%9^9(6{13d}3Ex#nQFSv^|arBJglGpjwjg4cCDlmQ>{o_DDEbU7Ik
z);va=3+TSj`SEAJBOt-5y=xEf6v#g>0KDAQCH*?~u#)G+V%2ez-SvR?UDG~Yp?O_D
zu$%Ws6FxT`Qvx1$`}c3?YF3t%D2dRTWBSlJdw|$+0o~f_PO`l@nrL$KP*Umve8YL2
zM{4cwBua{kA|Ov#a5y(s({>y1*e^Nvy1&0W3cJ7V5x6?r<#G)3o~u){p078Qk<k$%
zcnhgXb{WGoO|?JzB~kJGvF?$3&Eh_39G9$maes@-e?7fT8#y!nJ^gmS=DIAn(Mhoo
z$#Hu;MQTCg_zG{o@geL|aawOpE-c*6`H2dF?R67ew3yif1}L##Kd*CR-Z18~K*M7S
zIZ>sMkW?b=mDPGJ;{>KHL1@i33T)_KO4<;teP7i^_Ok5qeW_zE{gVN)cn91mbepTZ
znxK~b;7fnQNo*d09t3zU;nX37hKf1=T_6N@3&i#(HLc9WY_r==mligr+b*Pjf;&xM
zH{OX5^DYQa<+n;X+jRscgU3^LI9nNFK{bLFgL+{&BS?3sEuy`JMkM(xQp0)7KS5Lv
zB`1QJV%R}R);D@~Ln%_Ul2+l0gpDZepqkDA#qz8sze4(lPR_@066V;XLRQoe(6=v!
zb^@`{rhYHAo)H4>7^ai`|0-=LOmjafo05`d6<4CgLt~*h?*eS&3JoDG_(ep?>H1Gq
zt)s1yK_)R$X<%8Fgvbxh`rKs4EV*s#=<;qQ@4B(6LjnU4A~Dc-()TI<RRH|EboyI)
zbZK0|wGm^mSwOl_zbFz7y(nIf#w|kV_s&39g%F~Yhq7WN@f)J7+Sy5emLDueN8=%|
z55E*m(B@rFw3WXUEPaFgw46$ZwYhy|#IIg#Gi#R#BWzH|{PJw~H0<^=2DXGwr>@GT
zqkrxh{7EXW+lhuAul>&C;_leR=t#-J`;nb0DcRc{5`o&SU=iF>=eeAw8>hwQ&pqR|
zlZtu^obTW5Gi3%40x6?m7}wzONgY}`0tpHRP^-z;1HqnSmea%Kt<rX+Q)SY`n2q<=
z=ET6&Qf|{_2nJBt1ih+W`874La9fv~m?YpflwIZQV7<E*w@#mW+lkDf>$5lSfkNFN
z{>1t$FdE`#f3nthkSB3zb8JZ~4C%bLv13JdD<2eJ4?(c5vdk)n_@zuc@}$5|QCvR{
zMsR!a&hu2hdhFm5(Nlr4PK;c?mR<=N(uIF8)L4J8q&1;^{bBz)>TKaUx!hDXnX~(N
z_I$q3>nML>o&U}P?Rjpp=K-4lx0Dh;f^V4ZQ1$InDOXq@13HMG^ZHW5g<lo|WC&cx
zUvMzm!@d<4Ygg5;?N+M^a9-D3U9|(DVa{niyCneC%vwDjj1PGzj=z}!9%c8e!*fAk
zv-MN)<&e*hJ+Wt7(a$=hx!(8YhRxmw749WmUlg*0#=EY3xz*6<uuBdT^Xi~y-y0vZ
zzQ1i4KpVPTCzxQTKd8tz%#|VFInI+1s9&2`DP+Hyuy(L%I`!=onSNUOP?*!M@gEL^
z;8mmGPhNNTG!1eiRWSp3sHx{70+{BDL`2Q`oheY=QOLe_`^6y_?nA(4ad0}3`WAwW
z-B|9p2_F$$0sBxe!O&v8(H4cUge8v7)BWzvqyP<-t+LfQ2eNLC_og-ZL1noQzn-bS
zu3kumm!3|70{*fHn1lfb8h7#0Cb2f<J0gb!Vl*PXOL<~`ipiltZwStzgfCeYI4o>d
z61|S1+VaK`p*>R}RVfWk0)GWTjLzS%(}o~)xg0g(21a)Gst>|yFd(#B#Awhe<}+Pp
zY+7+QGC5hl*ir<k*l*N)vL&VxLL}e|wHUXlpgICAcZ88;Bvv{d$;Fcb>G8X^iAMLE
zVx2llIl{Slq(U_x^$WR$M!rnz47TW<nOw1mF(Bm1LQYR*7K2&41s-$icWpx~l$d&p
z*>MZtj0jS=(;W?hU63&Uy#n2Qxv5jc7!570rdrjTNXt5VEk>~iND2;%LE|=;>o{<u
zm&G(%H%V#KLhxElDZ=?a=n=Wfx0<eBuH7a&@$%{ZXecYNdk|_P%V|&4Lo_|CurD7F
zkd%g_`(X^N%~O0N^g!grB)POnNH~d4fYEs+7q0oPLP8ENB{^c95X;gQqir;1L|oP(
zcr~Gg2V+rINoVd%s>x%$cDk>{|Ey`VouP+=cDjTe^IhlzH05YvvGwM5-qymB0~K%D
zXS}3|<*QFgsEvZzV=#kucE?o4dF^u~vG2bwUH__gdoJ=8?mVP$ZRuBL+QiMAa@L%h
z!Jm&dFOe5Eoqwux-kIcc-Z{{lKP&RS1vfGe#j38FDj7;ej5+Vj%0L?2oq|>Uo;(=h
zhr#-@t01X2*L|S`b*S+b=il_aC}S1Ep|wthTdFz|kR*0nhO+51>pG~};8%YApwVh9
zePZx)m=7mMyZdTRju>X+*0T(|z){>CI-#<1RO35uTxfY;jj12KsbqE)Ul=PC@H{S3
zS?&livrRGXnLr=<`mv$qRX$0E&@;AY>3CsAQrrnn2%#+kDOdqF-_xKoh}OE8!Mm#K
zP6XSMj!-cjc(;Do%POMHiPvqv6n-*v33{>`E9$?)32NdyogNctEUBqk{b7iDb2-p>
zc1ZPlCMEryI=5;6&6#NA^mHE(;Yl(+<?L#yAK68?3Go;kMN~P4F296<!D(~iz8mou
z;N#w3OXH0kxK0C(9j};&BMv!5aHtaiW0u_Z5)(r>=5O9BVWgc|0uEv`H|)6(<K+i0
z%{~!1uFH1=4ilrJQ`qLnkHD1b?ETO3>iIJ>wCC$ytCO@00xk53s*KDn0Vo%H#<`#&
zCAlW=p|+;frgvTAMLbDK$9U{k4?bl*#b+i%WM4&j<xTAYnN9=;B;qshY&%1QmX^jI
zTgSD`Ir!ned^l0$4Y1}q^t$J8;Zt}>7kEAHpABGXTwa>mQX{Bm*tKtpp$!p~uf5SY
z`n9Td7kXO>gy{)ghw-f2bJbvJ4$Mn*+F_)}+2${Q83~JL@>;@>Yh<^*TSD2cwpvhF
zC{#ONY=OrIo}1?qYKoJS1WBhcc{KwcDyFrMuM&T<9^+Q6!77pB9j(-8?>%gc8hROq
zyD7T@Z$;4PyZyciy!Xy%gfY{Xf&j~sK+KPNZ`eg3yIl&)aZ71|B!I7&HGyPX`4;<G
z$2WUc&2KotX3|703p5OO3U$@{Wry2Z&M`eDOtD3Ndxk00;8&#NZlGf7anS0I*KJ;-
zt~T65yJZ+`Y$%Rj98Ac#d%k1Wrr1L*jxK*ItXf%Ks}y_-QO!8IBVBaK3LPGB!5y|Q
zb<BCV;$@=lYY26W52YM{CO^b>;x<<VHFWrZ*AK`wHN=mAG1HRe*h<LM&0Y7U#AlJj
zK{Ix%MZ9724Z2&(rvy$|-RYtFLF{7U^98dh8Pb~qSH>tuz6MXP4+@-wxYrOy2H`w}
zgM&bz#}WP<*Am1{>V@C4zwq`0a6Bvpe6)`9PjZnM4;GGkC5eP<JTH|_x*GJ&ET7r%
zLqc&|6fcXn8hfUt@~d(POi+a1Ssg}xDD3oTo%PTx4N3<ixr5))-cZaQ=HDcx7Z_A9
z$PQFY_VOhYaIK|3{TWLV7>oVySlR}-MT1QS@l>PzUn=OHmb)5d=m(N0c|O;`9`P4J
z_wT}pLnk2i*2w)x#{I0MysgAU%3ikNh%Yo)Gt=-~#;vKvwpyx5EIzV+{K>z-|7Q=L
zBnumA+zs>RdHWkM>or_kIC^Xs>k6cz27T(qv2A|nRi(<yt`D$G8<yM%H`04(!)}vq
zh4wa?>Xav8-kG`#Il*nwBJ8jXqt(m(@#rA!7mhb1a6pXXMtfYI`!9Tb96`t<!|=xi
z4QK1+$szw;9)5%p++moEqF8C`P9sLRnrEHjIVMS+Ewga<u+M6n{rJ)VYBJ#n|DZ^C
z!D*-+U-bDCB{dFXx@r<&GpWa;I^KJt{qyL2xtf{(V)Q}}gHlt#_A~1c;u`=nO2|P2
zm6;9_tP-0}7DuOEJy8m=*NIwRX|ZYhGUTR$F0x{h{F-W@S7@RXW2YC=sW+|QR@5`B
zKgqW7dUToW)!NHLo=>uv=EdwUr9*Qz<wKn5T^U6FEbTEW3?nON8b5+||2azJHH03)
zM0nxj>fFRS)7UrpEYM(;P975nUNnfggjs-0sDi>2B7@3n4PSY`+zBi66hRv6lNq
z!w1B_h^(k`7rIKG7;R3N{ZRili_@2Cky0J!Jg#K>7I^1F!5U9W_v|qwhnqiagJ94h
z+W#=7#~J7oOaF9|juD!MqK0TVr+iIdI7%3a++cb`v>7tZsG}6J$szO6X|qhRPqo*S
z-ghmEfCz6cUm*-T5Wy=Fvuk=cb9>L*)!c<Y@0}EHZlH>$@TVm|9fQqYpF&$qj#{Z^
zapqXC$>R*%e|h*B!#F%7XUr%Mh9%DMW(^?<{-2i#8QjeLRi>BrojoyLV5Wq;(Ks}y
zHvw0>QZocOPrM1IB9GQjjZ)IOVCo&?OLQhWOs8l%%_!j!aVOF5zvxi2ZL2exX-qe~
zyLF&!WFtP4w~$#JI-^OQsbLoM)$q5ZkCDz7`u)Y9Se^4|37c(B|9#P-)}Znhihhm$
z=K5L55DR@zWR#Z+HaXsJq7(1g*$5R7^F`Fjv$cN3gdo6^6-AO4x3N&|i{~9%xl{MF
z7E+_@Hm$+mgdce}Wyo@n_cOEOcG;t)<0W~R=hz$qD~F-%dswd#fl(UOv%i=9AzuyG
zJs|wA+pq%lg-Bce&{i_pV?$`LO0In>Cec(=Y0jxdvd&sYK38vT-Q-?86x1d9E>_UQ
zkdz?DSSHXVZZ_|bE}8}!l8>`V68LNwgh1KGt5Qaun)wZbdfD;9+58LHs&(IcWJxhd
z-ZqVKcdHg$+3AD%!~Fb(4@@d6&Jp6L^Cx}&&k32^#cmG2f@=;(Ok*{_&%zQdYBgY1
zl$J>n!Ew_A^_&!H8_r7d%jcBzg^D>JZ?!QE)XqqcmwnPE>>w@FSW(3AZ_CmaZ@!_!
zy8L2C3)-R!BkOP#<j&Kt*E%wB&9Ta<b<ACqOLly(yzg;zmJxwcW}#F#BQDiq^+w{8
zWy&n}pUnyP%6Rb`4d9Iay7~q|Hchy{*ZXhX*dvxn!I!EaM&rm6Dr#dA4l6lB)?u!o
zia;}ol-jZz96zE+ht8k5G4#VXCLv0pGR7}-G)H#+`{1-xh+8VBfqrG3^PM`iopG?B
zrqWt$@m%HLMNF}@^9@C#Kke>da~ky;KF&dG-OZh$f-x>(2%LBHwH&YTNTka`2F~A;
zgc<|6X@el0(tqam@SM2er$Nz+2M-6ZpZ3O*qBJs>kT)`+Xm+stVR{;xI+SK;m9K~I
z+anjoL{B>3QTW-sVo<H|{|s-1{=LZTjJ)D(_(wS?y0(^EYC<<wEIA>Zoh`7vg9L-E
z_?_f7y}nwqjN2PllwOH?!@+>-oA&rbuIACTud$zk4?|lYEu47dj~9}%05=!E`0MN+
z>@W*EOP}T$7mv&n(gZHWy;_RruR`roHNJg4G*Qgy+I4PHzWg$aBz0dX^}9>o7ngQZ
z?0GP0raei-O)@)Qw?b322z)e_LDy@#z^|B+x%}Xpq3?{!EayxLfj`3O-Kmv2R<x!y
zO5P6Xo~{lp#lZeKOvOdE=`o=}lm}}0kK=!8n(!~*ya~Gxiha`ak+EL+Oa7NH{uZjQ
zMYIWC{Z3?7#O0fehmKk#DbTgjRYgLnSg|5IBP_FyCnd?tu8n`qu1cE<&FUU0_r-SN
z&t-^?z+#Gdzv~M$WLA*rK4Sgd8rf1W?bj4Y@?V}H>ug;BxB~Jo|2Qcji2A<|j~Gn%
zEb-%@aHyH2U;L|j{l;1yxv1iicd;AtboS$eulvMF(cUV`TNkBoLME&w$-b7#m))9}
z3eWM_Eqai#Wk{QKm%vgI)=<>JwPBi8p!cb?4}E#Q@fzDehG!|yFU|7Lrf8#Ls0V&}
z3q;=kY>F@Se+8^Au9c3A(cjOrWzDB6gNiVOF3|%dBHdyq-$9K}-jUX=G*JA=`DwNr
zn|f2d^PzS0`vI0?ivM6usFF0@p1ZVOOGya=b$7@))c|PtHFa#43Y8D)4|NKHf+0Z%
zDUNK#eaK()e5|fE$q7LE*#Gj&!AZld(mF^FQ-xuc=@9WdGL`Lm$p>=OI}HEOl1zG%
zoVppH58hg+K=0`f+S5NC;j!!<KEk-8gSOUxRQeT*z#`I!ncsbe|A{uK!r6hqiB^%6
zCNf|>g{JW(Lxe9>e&_lTBv~E%{|8C_03xSE$k=bRn)Iar>h$NwhK?_U?!7}%VSH<X
za_gzb0JA3GawW4nrmB(Pad?>)Fx73etBO<?AeISCUHD+QzKvt{q;t<dXPkW7f}^Bx
z?goHf(oWmte2(!bl~oRjz^MJ+cY6zbQ?oZ+44;6Cqp~tdFSXkBjFe&4^|r=ipUn?b
z<8ZI`I|_^SDt=AO(?^89Aqxz)YC&db@al6yy=)XPzi$}ey3Py45OYhtp7+>J1L&-p
zuqN*7h$h>a#_dF+l(DMLPvvQ8PV3s>L~i5W1k>JlMsFj4H3kZP+opyq0IMldFFjk5
zGW`#@p|v&VG65PIVnO|J+3qkyXLD|rr^U6jT=dQBdRGOQwl~03Ve7fC>$vDPS1CR+
zurRa$>|lGndVksIGmNNIQgcOjzD(KhKp(9BWJ=?=zo#v(H3f*Iet^G<U^!#B$p>KB
z{e7=QXurVz4}fzpuv8hz2~A;l+5zB*+k-?8wW8?*z3RT2+i~P+n?f{DC;>~aN-E_x
zys#53WyMr?ytz_GFR#TgYDtY;UCdLQM3tv7A7lg8xe4yft$SyiZXK4}t)Ic4H6Fp|
z))_Q9TrFbsUo?XtC)XZn<~pwXw{je;tTM@r1-n#}-FXV1N}A5_!J0n~QnIB4%&v2r
z1vyQ6<&!dvN@L0c%@&)DrQ(VsXdl_LcWupTaTr6ra{COXPmqB*po8eObjvN(-s*SV
zTuMPVvM^9BO8NmF&h2MbL*T||>;(&*$-zNorSb@9`xio!k?)LJZc2A!M?-lMIyoTE
zSemR+M1EuWZ&qr#*XZPaKc%h6Zo-~v_yvCZ(qD*6B(Ti1eogT?r|gS4tc0fDXVEde
z=itk@*v7dE{NYiw#c*8oV+&dGIx;qidf3IW-)oQs=6##5j=}@x20n6a9)3ddKNd&F
zZAdaeq;L_--^=BHB#M5y5DzJHlky599198Q!{eWogk0|xsziA^(tjZmSX!`c)GK#3
z+>VUdAG`7%%oIBX_#_tg;yzV>OeSYS0q>Qj1<xjvT?!4@H6Z%Hs2^4yhs{-%>mRLn
zO>60&ZlQd>KiQp$f@&@|18ncB{3@6IJ&3a2eOK6rW{07Mb6jShUy%a$3j(T*YFcX5
z4RUFF0P1!H5VS;0UIsHuB-O)I_kIsG*sxTAa;6v&TmA(SL*oq=C<LD=&vd{7ERc3j
zRj@ZzUMrs8-Himc&`E&K>y(B<=XL9^j%fGIb=1|WZvlwGeRH*%-{EGor^&~CAaxF@
zr>Hv8P|N%g3H$I`z24|Fnd=w|Ks*9{cPp>Fe$w7gUZF2eGPU&cnXZlI8x|JQsD4wg
z{vDHzdcXKNH`UwgFmeoa*2S%QOR_R`Nz44a<nQIA0n;_-^v#qs-91@2&&B6l1Nc;3
z18XOz8R&*XE}{G7x!k}if8rp(Ri<@Ci4l37tPpA2xyZ=O+4@|!x-jq*wW44SzVM5%
z>dMkf<i@5ar@_5NNa|ZddX*qDu4Y>9WNu=JM)4e+R)phpP9V1D-BoPW{)~!xs<k*J
zHjC8F_M$;b_=92P6l9|wH<=8go6b>C<8hHwF&3J?F7=j8f6dt0SPD_3q@=cXH_rQ<
z18`0#c-+6+@tPD}%fZCeDq*S@O}D>~0s?$4_Bj^PxQ#1Ft9Wdh_!#c*u#4{i2!UsP
z6+<q$DoxbiaEEbeM~fYhX$W505#+WAv}vg;DY^U-xxc+DIBoHN`D1wk8+Bu$?xdkO
z?;uBpU}V0fH$hA$kx@TuAAW%Mx@5Ro<T0&+n5=eBBRAa^0)CM64BxSXAnpZDhR;m8
z>-*jHw*muz%OV2-Zi>BEbvi_h=>ePDB=2+Z3y%ACH;=kEU21qfS=wUTw4335>t2Sb
zX`Cz*(kHStRqDV2I^7xzfhHztv0G0sa*oc&YrY#;d=_XnQ|0bN+eS!NJ%{wC&i+3j
zEir(tA1%^S5t^)VI}Qb_ST6t~0yvbdw~(ajotqmR0j^zSfvNBMQW0RHZ<pavfVdfQ
zrhUM^YGba(ix?l_HG~c+hNj!wp8ffTy2I~pJMNFLv9a7f+8%^^Lr&JT_A&FVr;aKi
ztY+_Q!MFhH_2I4oYBujnE)qnid-DVog2w^4-V^c+js;B>M_M-EgI{fkrRkC^zj{9h
z;II0pX<qo<<zd^;tp&V)f0yI$EJfwgJ(Lr?X_+Rk1`F8RUUt}xg>m94@E0$VCV_ea
zh~6r(Sn(6QMeE4TWK7NPpZP-elG!%?E&sJV8WoXU8)kI4wLp$ki(xh01Y+{nnq9H^
zbM9HY8HdZ;OIx`H@6)h-TN@j$y~$@jcjYCO>pYrYfAa&#Sv@h@I@1C5fu$u!L-{v<
z=*vX*9QhT$0cr9Kc%rLofGw*`S==<$)vKy+cbZ!c<CC`$Nqz;+0M4Aq)>zLw{1F2A
zzAhKm-*ibCwsL&8F2{4@zuj-`)m6eL%XKOL0GnCWZ>|L-CSKs{zI}TvBXIc^?RgaH
zq{l*7`HatL{W2WtUb%itES|0E@I98R$KjUV?42o?`#d?}dZ)ajLyK$jc$SUL=`T1J
zX7x{SuA(@%-`B1BSR_%64_v>Ii50l2!UCfD{$2(<$d30?lBi_lVELyB?M@2WF^SCD
zMJJoVWKaU9_jfT)Vgf8NW<^?SD!B^WE6ie}DlkW(?ge|!jN7R<jV{s)d_qK=g{Y`%
zY)biR@I2{_X`9chlJXb$D+AQpdglTMv$lKgzR>>bZYF>Mwx4kdn&n#O<=!8kxr0D3
zD8AfGtA!<T>Kla-&avCh-wpV@@p*r?04S$QGr;HDdft}9cOI3xZ2-x81Rr;A<MMW7
zF#Wda@)UzY7M~4(g)wQz0TS*45dCzW-wtI4%wN~-t15eDoZpOO9@{qT4mGRx-*1@$
zyn)JOw`EDg@$a_-J{2+djb^}$gZqCQ5U;!=ro(yRxB2{;{tOa8@_%JSyJ{4;?WCm(
z<~`pTn7K;pb90<0D8CyfZsq}R%~W?(s--zy=r2Q~3tfSHK~2X?&wAHHW2Hg~wc#XE
zsm`g;py&Q%<A%qi&)SrhucTp3Du9SRRood4yF?D~DDDy>xH*xR&6{EmnBqdJHmB`f
z<Ug@SIN*6RfHf+1BL8}je-RN~F0u^JyB~E;@T-^GjpPt`U7t<fD|w`x)x1SbtSWJ)
zHBILCYCl1g<GpOJzqGYgZ*sa0)d65_B7jc@jZmgKZ|P4Ly%L0U0@*n;6k!Ar++2m}
zm<T;M?Jf_R(16QXyU(g?WW7WPZjnJ*HMW@!lDXGk_I<-;+zMs%T$gS2iRAbcBJuIy
zFv{e^6C8gkLkk(1vIT_buC$Rs)hQQi|I4Kfd_5F1_kupJ0z<|<9r(Eo!#tMQ*tnZa
zu5MLfqGHdVJn`%C()=Q6(b&O-^BqMt42@leTqq2q*TuY@AGsLZpNFj?@MyVr$o7Pp
z0lDT^!=HbOYGt6PCis&%|Ajq-GoLL{u7?k-@rEp=Q6+d7V`<d*<@<dO7wfkzhmJGJ
zx@duVjQ9(`(ha|+MU1_2v7?zg7-_eP)XpVl#1{;Sek18@_BLhpSH>#)T)yL+BznfP
zpiKQT|H!tNjXw^&NJid|)dk21sO^ilU!#J!T6txR%JibVTV-;kr5!>iV~T5fjrpB*
z3;X&h-k+nH5<QlJam9y(`rSgK|ESBBgxC^!{})Qp34)b2G>o1RQP>nOif&ywr%;h-
z)Ci%bZ=HNv-m0*p<0?=?hVN+=owtZ*;us$#_QkDVB-~PT7>ZkA1lp=FuNm^~r>d*8
zR7YQume}kbCexlWDwGzsaoZl8mG%WMKpnA>G2X)+^(M+@e^V-0<$?bwt<e8FC!cI~
z8QQ7TA8bQ~=yg8?nqEi!Q^e+p_P{(QJ4U#FswqaX|D%fILh{U9)Owzs+)@#zC`oy$
z%qx^FZ)*|#PSSrvu(Q_4K$qfV*c>8b@<G8-FI`8l&oNy)vh>0?)<%xTG91N_KvWkO
zD<R}^)#SuLM%oNF9jbI<S;1{sA|$nmu3_F=IFwqjK=*2GM_4wSm4bL+B8yqoIKz#)
zZZ$4UWY6_&s7;{@mOA;GR<`&iz*i9SJ(QL@lm&pXz<?j2$>HF*?tpBa7k}$45-@AO
zEMB{mxzpMqm(yjY=xCSKBptf)(UfMs185}6s!FvV22W-JzauM$gh`@!Xu>b0Uj{lT
zz)p&wMR!74y2H;ClU~UpI)tRL8=PaHl#*z?rB>cZ0Y@r`=PFiN`gVC2nvPR1X(zEJ
zQZTO_b2Zm|(_2AnlHecmJ#-H5vm+CVlArf)^U(O-fL_M+xtI>^`O-c`Y$b9N3GBZx
z!ULceuKWAH@t8lD$HUtGT22o%eDiZ84u68Q^5n6+RHk}Hfv5xK&c0g-kJb`=Oq&)-
z%sYPSB`P)XbjPMiVVV;#)zuOx(ZBzl`SRQL@A8J4E7r0f5Q?p|Us?;H=~9}H=4`3T
z*Jg{V7HsB7&*1ZqmDgbS50qJc7BZLM`lLJL;J2jEZ8a8Z&8|#Jja_}93V=&)>4tKj
zETW;j7E8hL{Q@1fMWCa-#F2YkdPWICqhp<y50(Ugvs{nB<O6#8FS}P{7Mra6i>0h|
z+O^=xYLex#(hO!%MN_+EX%UY=HGi*eU!pHby#O@1T#;crJS!yLbmI}C43J=*W$xlo
z#dmG?g2J|=-&|kSY8{iDHWxA_2oF%v#y}($t-05_9O0_U73`U>(?55sY8Zvw{)#SC
zg`+f&2Wo2ynRy*Kx35&NX=`_+D~)9f?!7ZpqENg@K^9yf!-vs$`sWaa(Ll~_e^IeN
zr|<xi*+XPEu{0DY3d!3yEf>GGud<xZ^osC~!FQHlQ2%5xl`NI+`sgGqjG9#cwJq4J
zEC#ov2cdk5eWF%jVgwY%!RoD_qh#)&Xq2PTsAKMx`)a7m`o$IQu1V|D92;?pTibwl
zdy^Dz*$Rse4Et9|ihHk9;4~9gikRiP8%B|By(v7tPIbIV?U_|*y7)7zccK3SfQ5Ac
zkm0`v@JMt#VACH=h@&Yuq`NXlp#CmfM>5_biUXTaatm@i+T8LcTkGF5bD16EReFW9
zDW0S`UUq)3BwYlf$xWt;RP@4#6<AcMjdd&%5NbL55-@GtJYkXf2szG~*#IOmBRbCx
zvD6$^CdDo<G{izTb5Hq<8#z7S4L0-JsI>68S0#BdYjUt*T~2G;a6m8E+6n1BUk-?T
z%6@8<&N(ekoJ_3xvUh2S>d|5zkcDtvUS1p-!aw)+ua`GR>v7bqBi3SlmTq^XdbPy)
zvGY|Y#j$lic~WCld~M0Of8{NAo;|FVzC2q=Mq3HZJW}R<G{d^bvjnKrl$Rb2-e~bE
zCp%veenSLuX4YbqW3yobsWDhW&oRuiaZ+tqrXH_hp}D}^iV;bR)tpV_{6LyOYpZ#(
zk~oF{w<rK{ne8?Ch?Xl`2qN+_2XZ3b1^QYQm0VN=!W4Ybup7--d-=5;#*didLB7Ko
zZ_O;GSB(>}e-0>%1T39>Z=RfWI02~SVdUBWU}GQKH2+Q5MEY|zzmW^2V$2x}0UI&%
zC?NjA#ArrzGWcyDMwHgY=9R8C+ZaLLdAgD7SrQIbd|Tav9AZYyDz*cKO-#;{B$s{1
z-;5<ZGFUcDbta2Tl3m*>I@rnTQFHRzE=HQJ*h=DcjmS?kCG7c_BI$xoq;%|cZlkHy
zF9n*xx)zbw?NKfDI~O09VM9Fgr#p_8*r{w8geeLntmv^`^XR)i`96vC;H1PE{wEpo
zzp1AOP5^+pBXw{-+XP6^@@)<oo&>!rQ0Q2d;uT}7i*izR!j@s9ETo@j>}&kNd`LH<
zB%!0^r#|~Nb=bT@Jwknl<FlEnliiA<E?BR#D_*aV4joD^9YvvbFlK0T!WBKqNyOYC
zve`y6R{tjM`UqUCol({5<O&}p;<{|uC4~<=-f^)?VH{;V9ASUH9BD~BC*&NG4qHO@
zdqNmDfG@--n(DpswQ5MFy{jdAW_lsol0|(<%fk8Jld-7yH>L598x<8C9-_pNV)^Qm
zc<GnqS12i*(GqY^<F2#0Y@+g7IqfXE+h|xuBrQ2G!yqP_d+Em0c~$!9fh1A|yw|<@
zZ{#qoU^B5q6In!toAYSZe~cq;^US{xlf;Y160Mj;b~Qy9)uov!im3eVY<@+@u!5sA
zm4T+Kf#nYS#(I#thf^4vqH357{kVIlg9OhcTfiVd$H65=k-6nA#~_pu;c3`{&Q#IQ
zD2aNuc=xJ$fx@kL1TZJwUoZBDb^V{z-Dca{ib!70cEB{5WkSV~oO&g5Uo)=ZR?53E
zQPSi$9T|}~*1FIOtI`C2&za^e<FHWbqeVcB)xer$;!+?OgQ3ga6v!aQitI-(ozh5P
zoKi=W3&YpN#39MFkG|<*XOzjz5yL5;XczD@rsOw*nkYLjOKHYS#P`O~4^-xpA3+nM
zvlTIVULa(r=;GR6!s*7W?QKDmC~3)GrQU=~!Zx-G^)X&;gvxDf!~QF-m_rfj{+&=c
zMs*WE@?!wC!3D<S%J2>G@8h^S!l{hIG6{S`jYJ!QrC=6LRT5Nogw<3PAF6C&mMOkI
zYWSKY#Nq-Ry4LzRRz@?~t9)y~&hN4yVK^o#-GyB^R(bg_(70QSJ%+wCau_FsiTtL3
z)smr4B@tEJ)#qIx4faHeWqObi)-U$6A}iYFG?x8ia_Or*kc)&&3%>q*$$_?AUjc#t
z`sP?w@|<@Y6){@|R%i~W7M{WP!9xSRVUO7@Hb-}G3^D${V&yQS*yL*0R4<GeHwIl&
zMg;>p;{;P5u06;y{#6e&VqV46GP@(pq+GJHwl%%okV*-OmZwnRB~A?T+KZMo6SMbU
z5|M|(4+bzJ89iuky-6$&vbeOn=sBjVyed=`diV5H8Dq3x$Og5Sqiw>p>#xLeY?QMq
z^4L)3mLk0piFP{Tp9mATFD?i*XEM6nL*uR17+D>CnaOp^Y*^#&`LsGR4(*6FJv8wB
z0!#4ohuT)~|DY!SR|bGzFBZ>hjEmsp3pN~<N*@}|n~sL6A`KrsQL}dAa;kHyi5Yz9
z;Qhi}=`9E8$LKr|^+aY;xY$%XBVGMbERj<ZT^|SvMr2Q~`MPv2wXB8aMH-o|i4U(a
zr$KwnD^MXv79|A7FYqD8hOfkL6|S1eo|fn3YM<$^tRC`3F4J^SwmSakmp^>T5^!_e
zhA*}sny9Go{`l<QeE&rk{9!d8IFyh05rY$mQ;N?IU&pD!2_utXYP6fUnk@4-MhJd6
z2?cK-*&9q`C97D+zgnoF;EH)AR!VN8k!283oX5Em3>toENkd&jE+Nijy(KNKp?Re$
zt)`6+n86vJBPhhHaG_OAF)WM-Ax<g+J$8X75zj3JlefnvIMHRo$#2ReIM0t9l|jxH
zF~qPjpr?noBMi02`&$oV%uf-EN6CRWgKOA-r2>DO4Szp`)hz6KdA*0sMO}%A`Zm1S
zP{9#L+J!hr*Er?l)>kZbR|uChzv1ysN*`iR3T6kxZ;X9^(qwE^=?Gmy=B)dWNOX3b
z%(Bp5RBy%2#9Z6Wk=dSWi8*}6r6~pd2rOrC)=TyBjz|oR7uBQ)L6@4tmf?uSsgY2~
z@AUXwVYpJa0DjIXOxIFyimw1^ehHN+I5@&s$rs_wD~(E8z9Q`-F~;n~psY)Fa}D|x
z^|uCjnD8HQ+Fw%37kjJcuYdyXPnpvDa3BirMkl{dYF~X6L7dm2t~B!J14ZU^gN4ls
z;C?0c0)QOZ69P4~Xu@DT)(rG=(P%oOjMX71g+42$RFC2JV2s>Gx?;^hUVYlRiICpQ
zk5Pj2w5-m0Zk73j6Lo8Idsc`|#cbXo85nDyQM8cEEe1QiR1(Z|uQU?(6_(5#rF9Kt
zMu40#>oX_5-m>X+=v-J|$^(LGIWfLFS>pk8Ou<VN9=EZC;qo}UdWeh{&9J)c`F=)T
z(D>h!i%Hq~W=B)yHv8>r2|&tdV~IsPn*r3K{j|q6DAyRhdrqvXqIc8iO`j&wFP~*)
zB+|dbsxH$%vL-o`lCNE|(7k06^~=cL;S)AtlfnX}w;iKF{79IpW=$p}!w^<&b!*BI
z>&47KAb+1Q#;1uXY!E+%dD3XsJ&Wt28Ux~MkJO8n^sQKwE!>;_@RGHdis#(~`9W1j
zCY{%*Yi*LBB?5@_JU=rZtVub{R2^quO4(d=5xH<2JOhMa*iEjZ9F5+JDwqQC<)#AH
zbsl%)v)>SXIzkD&mrvJs8Ya-HZvN_J4e0HQ>4YJWCvd_q{H&h9H7{)gs0+#qzZWBd
zoR<fN!6ou=SPdr-OCCK}w?j4#-lgk1K%d3GzLN>yJgaVd9{WZ2GfK9+cNfjX2(tW}
z;Y7C^J5_C_1Kwx-3pX*)9BCX6pi70~3z3SBPO0bRboGMwJ}~&i1jpI_!geta0}j8Z
zpk)Nm5GAnP-w|lG70qOtYS-#_NLpA(8%M8qeKu3L6V!Y0L%eUsw#57WnFA4aO@(zt
z*e^lo$8d(9g6f_GFZ{AUeheSVhimq4Ut>u1*lw@grSvlCW}EQrvL-$4gs*``#?m`&
zsry9yWA)z4u>H#|a?kcwRmy308Y?Snip#ud<7pqpjOw<$_vsd@k87V-p{h0KO8D)A
z6gDi_O5pgL7Qi<B<&B<Nei4bla1z<mskCSz3HV}3KkWaS3=i;Fk<E5DFYhbZP4*Ua
z7u2i00Gm_u-ghWQ<0bUIXk|#|{{-D@*zX$ue7<n+`1b9HA7W<XWk}S@d<ZVv#g*j%
zMaF03IC`DhobLzo*J<WvW{I5oS@^J0RQ4}H^x7Bw!`Vcgm>E#x9SYkJ0dr$SCxWnQ
znPXD5koA=?Bf~41B=tTA%qTuev{VnUk<no?C9L_@{t`ldm^BpqiZw0Y5n7X(*CTn>
z6ap(FjdK^D<gDiqAqq8S`(?So-HZ`nSK8}iSy0|Q)u(1a@>QH=X2oGFZ#|C#9`6^I
zme}n1u&@Xwh~Cqh9MqT0m0w^gM}a}l8<EK6Fr2nlU*YN22ebq7c_^a~`NG;_40TZw
zu5h{8*%N?qs~4a^SJ5p1@B1vaRkw!`NkER*8AvjsWO?H|hjO+E0NF1QwwuGv1;{!G
ze^mE)=9OEa{0hd?#nT7gn2&SC<s!F|322PN7=rS_S58a=YFg~Oa^oJ^hYpwdgGE*F
zw9A6?SQbS2^}WUT_-ATnuxEr^RkQeZ2`X?h)XSE7eBMB7OcZ69jqPVZ>zSy&J5x;w
z+MOOd7@FYc3sRn`b8!I|l-Rz|%c7oEef@`D;bhNW>i(<ZZToK(uguE206Y1{RFo9K
zjG{&YX-0GRxCl)%c2}iN4ZSNX(1HIb<mCf8IKkY<y>jIOTp~`tr<)RkCdUnrCz9t*
zsuh^u$@5x1r$A?yqEl|Ozgtk^NaBz%6wfncZIpb<U-Aa_l_)8Bl##ZBzjTJhT%c6o
zXLbDeO2)<V8gBo$7N%Qfp75D;@Qi^)>YHKB1;$oaMo*FONv!nu={xr#9B^Ma1+mtL
z4xASc7pXN$X?XXC7pgXz#|G_SsLY9!*%d!|X!$ywSlGY51Ek~0-qYzXFCjunFVR{Z
zJ`Mk_*c6tH-dhoG0f12$;uipBfnUi(jBu;R-HV2ZfmNB#i60zkrSo_i~4)wuzU
zZsp#$DNk-aoE(FN|MVX~RExhg?07Uy0Yd`Ece~ZZ0Pqea&Xr4YB3>yU+LR&3=LlNV
zAO28pG;0Vm`T*axaQ#b%$9abkKw24WuT`78`KFMHnEP|u4W@GbBM(*zex(!}t?oC}
zmAdj2D2SewG&C+n_IQ^YcI*Kb$G5Gv5CODII&G_t71c&Qv`Xq`73|Jz1wM#`Eg}d+
zf_ISgR-%d+?Q6{x3v6C^zw`bX{Qj9)enoVFcusOfry7oHP^gs2)EEwRzPEX^qn4?T
z4qO`jVK7;&)lU$9v!qL1XdA;!a^u*b?P@;9)#U2uh1Ads`VFJFV1w|!d%|CGZz>{^
zY9vY6zI^zsQ7;mwB(gainwHq+F<#L7qiuaZZ&m!2{<zK3n~tOBKyvr0#Mu)Pk4lr^
zG5f&cEN>H<0o2FNpk4LN3N7=#BJHPu6P<>u7J!^#^PWYR@8IWe?ung11Juf1qu~88
zqFncMP-W^ipkS`jgZMak*2m13$v)Qa!Uxs4x^-6_=WKxb*`;?SZQ*DP4D3$d1E1WN
zz`|g*?&1b?PPoL5p$!4;ek#GeauwoQ51f)<5aLbfeZ?Zcl+^tfQ?dgvCH<=}gzf<a
z^3H<-xfajX`$vADz{h_pkW+*K1v1(rl_LH3eK6mb?%-1!POHQ|5p(X-cIaMy8qt}!
zk#`3=vlbe5Si$aFn;dUyUB_==rK)Y_#%7ZjzUyz#c3`Kv+!Y056@AO=)Nx$wss)$m
zIUW)Kt=&_#PNohH-Yx$05kd9t^Ox21nkTv<B6}IgZ24cIdExPK40Mf#pfv;nJ)^p@
z3X!5#4gnlf2fw~0lEzk*U3057gqqBd<c8qibS>5T5#QLJrnrR4D_K9)WuYm<+uo>k
z@QXY^{OCrzbdgUmfS=CoF|l%H=u^^byC$NXAS{*LYt`R%SwIHq2PrbCnGN@W2<<!X
z+IK1Xe0}JSlT83}mdLHfIAT5RR-<}LjxgbFbLi5gH*se0D-Hs{;<@dz>2cqDKeW0`
zBTT_|i6}P$fx-3%SAe$agAv#A$tFvVoa>V9eKLnnmp_VD^?u&|SmE`-;<M0r{zHJ_
zpk4WlCKCEbBz@-qwBO;4+fvtbrcZ-mlht&uxa82c4-(`Kr4sJDqq?jdiVITF;oNcK
zrIkhfFlQyB*;L|~)s!=WI<olkXR&oZ_Ea0p7vH$)y0=dtd{ldGt*p4H!-Za-xCr0+
zE<vhF!H^R@5FrX&@qw3aO^liB4OLVy9jFO*HBj$j-X<caSh2>I{Rc0iUQAsSy<MV8
ziGseIMfA{`m-lsww^<!mSa-Yc=N{Inwmv&IvnUJF#FL$NcsLU-R^<mVOBu>T<CI{K
zgoJSXn@7wE`1c);iRNpFUsqHnF+!pC!83kO$tLikGeso#RkK8%NKCS;K{!@7cCLAF
ztqN0$R-3V~o0`Tj{`+U+g2yz_tM<<uaf#+DKgn(a2WvtwYI9DSYB8IeCepR?cd_xF
zh@dex(ULULT<RbMwmbHbeF=iC(h;LVcshhLsl^8xWo7T6^!+YkDyU9#qe9zPoWNZL
zE3Li`E3Cf&CbONx%$EvZ?;Ffp8Lh8#vnw2(Js&M!ShB$9;lUp;XX^I+R#p<gDoIwD
zN=LJ(Npq|v_*mMsMHe%|Q~Wcxer32=3M=`i+wPAvTJeQ)W>*wxhkgcb{<QrVW>%*R
zQjq3Tk@u@eQDh8xrcytIie9nqp%wpVr0L%o4=y353so;Ec<+3SiC=RqJ!Ya`+qar%
zP&;FWWE}lr`W0fG?_>~fxuV5JA-hu}6&Qnpg(zRpsI@OR&CH5`n)VbU{6lR93u9ky
zrpCvaA1n%`q^#|9tJEO3EILHLx9PJsStmv5Veuup{ECo7zi*?>`BLAA%XZfI$Qj&<
zjj<UFBr}p6{05bID|+jK_I-$zGeuduyp@DDv;uVa(mjGjmGQ~bSr^_s0$5B?Kqvc8
z<?Q2we*mV6FTl+!T@ppn3SFd_mc>-R#s|f{?7^hP1?-NvRmb4I=A05qC!{`yUxd3W
z!b$^5m|rq*5}!4<#@fTGC6>^nSM5vQE4B#92BKya<M_A6<LU_v>GR5|h*&7{CDFml
zbabHJSG2@5j2azns{i=F+*P4X;`^Mnxn?{?vML4vJUmD+173gsytP<G`Iy|Q+)e)r
zbzg`^OtE}CayoNVAoGAaxag~bMkKOdats`ntvU`u=UCqArG8j=)RZ>F@pb-B4y{0>
zueh*)R_J-MapZrN``Fr$02e0uAn+$fQ94pb@w1Ygjd3$uML#XATJKH{$+?uykJ)1T
zz@V_o@~hp+6YrD%5x4*)iD`xmbXib?T@Fv`rK|BakG}l+2-65l!|?xW?5xA8TDx{{
zZV5#e-LV$k-H5_s(I_2@kY-WRNK2P=halZul5Xkl4w05Fk%lvgy}!NR?>*-_{}R_V
z=X_#3&$!3^8^;#4S{!W86!2C0eg{cfZ!Vpt`D3w`QZ@-oN9x5Bm#Svix;?1IBmcOt
zPN$M27JEd)G!w>$7A%@F?`bX5sL;3)Mi4~|lM9t4&=Xj(76a$7@GRg^B+OgQCZV(L
zfgK}6qe8YGH!;f~ZS1dawMu2SCWxFM8NK>m#*iVO#ZZTlu9@i*PIx=E?_I%;|C-!h
z{w)8>;<x_rIb9k=^ZsL+0=1Z!>C2FT0#*&|AWx$Ub5eueshm>lBCkrj8cismu*8KO
z7i&wqp>S)Q?j0fg)yhy$<Pe6oemJKol=Hi$uYQMNu<?6aJJ>+Dq*|;KUFH<L9Lfkb
z$Yj(-rU&n!wNZ=1@SToZS_zPIn2C=A$3D*%$w={-?X*xLs>~Ok4X=rJe-My?`P7V*
z9+dyNqb_fvN<M?rNv0Sx?zx!X=`7l{UEi$WQ(ixoOuth^`?-cS=ckqn_T)F)BDXxK
za-#)V9Z{W`PqP7qIUVy2%SZm{brJagdve#qBB{lekm6%{IJ@*c<R2m|orjT}ITo5f
z6n?wh=4~ob<V4$2Ik|s!M(*sN#j&Z#P3MM!q%GF3q^~(-8r3N&k<Gvua$Q1>OxXPp
z(+iy`P$ffAKoUVY+=rYf)`i~ylUd*+B$Zo1HHn;$EKCQvBtTO^6}cGXVpwqGPlbxf
zru{i%ANR#2l=G5l6RADU8B{ea_WiMoBRdw41m(c!4ixs7!xU$n;zS1?EXgttUwxib
zJ1m*D{Uf!!@{9P%p)SM^ZObU=I(PP8-q<om;!Zq}VImtZ@L}y#rI4NgugbyCO}<B=
zR8G~$B`OW?Vt|y6jL*y+8lPXC`4yK^${KJlJ3ClRQ(2A7_B%EaG5v6R+n7+w&O#-F
zU1Z0{_^}MCXNU77mETJPLq}31y%@Cr#Bdxd&aGJ#9aAkn#pi0PBQ&%(fSpq-a#lr9
zH*J2OV1)N=u974wYt{tHmcgi%IH8cQ;_$8r-DyV8tHR{iKj*t}9W&3?S@lCqp=)uF
zf}9bemxu3<h1qj#EE$v>5ShiGXoB%OU&l?^vAi?^P<D)VJ=^~op>8ZKFS7<ky}1IE
z@ClSc<e}@sE(`0Q4Ydbtl*JF<*g&-9Q+e!`lc;_>WIq`XmoKjcO11;N|0LRb*lY78
zIk0ofc3)ueHM$MX8($x9X3i`hd8{rLx=79j4j0|;6dFX3r4ddO1#`Beg!3Y>F_ixg
zLQN+AaV{KF>0id19%T=7+*ZOR0_X+|IJpI5q&&urlj#I$o0SPy0;8I0T{e9&jrz(6
zzj^dOxD$46kMfUlEn|?0Upg@TQ)+7^14}0-iJb5()mZbz_V#qszR_w?qNH{VAL@_n
zY#2e_#aY;fS`??&NBH)Nnve~38ht!jf?5a|hOHo0yn{^$9ww*(R%;HeAh|5^6#Td<
z-E@h)Q7@v<mopXR*7O2KIz-ztMX%b@!Vw)ITLk-Co%ziZ_UYOQv)hDxd91Xb)P@X(
z@xQF4*F4G==82E5#y>rY4}PrqISXp%v%vi9(JQ7MYX#}hs4PClI!D&YQB4CQ1MV@}
zs)ccsQmyr{(3`0#O$Tmby1BC4yVKHj(Lq$t|8wjx$6t0Bz(Fl~B(YM+v~eamuolh~
z20|9lR^O4HR9=3RX5Vu49v|G>B#4ofYL|kR0~?uc6kC8$yND(NHuls}zA1%AMryPn
zvR%w+u`)+0;e_@1l3K@Vkn1Q%*TQ=VpX?fcCl>*?^-oDrAM&KE(+E{i9_z^}{ap60
ziRF<Z0P;MFRCQ?Meb~j{e9`t#7VWrB1ScXSjZ~(K9aC9iVF3ly{ML`lHKMs0NO!lt
z6@4Mfl;f1F{rD|8p9G!vZ4hBdY3w?~&!={6H)Ij<{~cnvo}auz+|@<js4RhiVQD|g
zoGhwLq9!m87vqm;kM?Ez#=LeL1~yeT-uOt&1*NHP-Ik*{uQXx$k*cE=o^4tEKZFo{
zttOf290gcNXPWH_)eC{`PYEJb4;7X7MApThtJ;SxvvNZSRuU8|6D+#y$7~Hdn@kl+
zSgS&^@Xt9ML*_r=9sUUuB@Nh49rkBioZLky7GfNfeOhkM9x7zk^4MGjbkSTCSa5-&
zUTFb`));MN?2JZ*=zHSqd+mtMcs@KOYj*iWq7~4TZfVFj5!K)D>**YJGqC@xn)t^^
zQ;9A4Pa=k&qoWG3a1pKr<RWrwew2R}envj)aQ?Y&Uuk5m3t3A^Xb8jdeuxS=L&z6t
zk-qqDggzBMx>yf;puzFGs6XXgs$5VJ5BZ~OM+$HzT^;e`DU=baQUj62KP>%9>fyOX
zWZpu;+ReYm$Mq$YVjkhtgv7g1l*IWNA!jZZ)IreLY%Xnl{9<fJ^FIG!_jp@wRRY2^
z$>`WDjqk-7n-Qg5N<xWgA%@QC)7};l2EvooAhUSff>wuR84whetGAyf8y_}v5N%V~
ztvkC1N)?kCX>t(iurocYY+dDt&j%_t^uPzBYPjhNobe(rs1~QM&1tqcH?bIShk<lr
z|5*bs{}hNqcRxrELISKnAQLVg#<lwVILv6p*H*6x9H=pVi+W7pW<8B+RB()UFB6_E
zs(3ks^g9j|%W6}6f*XLoFx5j8cV5IGy$0pi2W6@UZ^fWnvT+w1eoa*MNbxbGnvJG?
zoqle~rOGOykt`RVq885<`{kwTI=0l&r!sW;gwwb_&3>}`oZ0i0`%?6dXwn^3gkCSq
zB%%}IRKT38=j&meY5BF~j~$hG*MbPmD(gO}3}qx=poC}gK3jrk$fbR<6l5Tnu6<P1
z#2t8}T<eknu}1(ncLDB{+iCs^8uu@a>Uv(h?xTa7V$Fu+`bP!g+l&UH&F30^NT%1%
z6b_B0ZatFECRlEZ%ji0<r%R2Fpz_x7v9!LZFG$rlPnB6vi%e27!pQ%DlB?5a{$t}y
zSEJ%%jX_-TR|!t)=ey6@HOgC9E4D`%60x?^i+DnZ+=o;PdyY+da?GUDHXh9@G$n|p
zu0%D}M<9XaQ)dgU?f32U?TsOuwSB0gG>32J;vKB|=BY{vd>m!hCLJ->%!gkV$&W9q
zF6e%DUz#25%uP^@*MhS%MHR_#Itc%N%zcU#>P2z+j%*1|WPwZ&F8d$`eMh{KmY28_
z?Gn562?l_nSgRPpp!wsiBkL#n;VZs8yq4jmC(5zn`Ru(Ib0wbmC&NRwMa|tA89s3w
z-HV<C!E;(a3-K@|3708Ke<Wf)NGvXXDZ@|X&(K0Z89yc1qZtClEnAZVV;6qb7h%Xh
zdwpD(ql+ILB9ixhKkrloGky=esr)%tfg;(!-b>y(!q@)|oq>2>zW$X}jV4jP*dit^
z{d}xBIK=c$iMutBz9Pt4x+_|_5st7T0V$Q~Za1eA!wQv-BCoJ<!7TdqTi4!L9%7;x
z+=UH=Y4j_Qe0d@~`17nDsapsi{pf8ZifUHiQ*X!UMH>E%KtsG|r5tz-xnLw21DL@e
zOH2|M`qnQQ6Q$h1sI(W2o>=k;is`k6cx!Q_i+nN+B9gHp)c7&*XPQuv&IUyrexO#(
zggIKmKvPT|FYjyt`9O5A1SR=0b|<LkRd03Ts+%{UlL}J5Qzk~Wjm>Z>wp?mZ^fx?_
zdM2U&5O(9LoW46)pa9Y8e+8$zg9Ts#&I~NGCHPwQv~-4Hu&GA26;vi4ufp}lz|0Xf
z0CMDs{$ye~TD+BjS+A;#V=ec5*KUd;nG?s#2Q3U=&txfZ2*DXnGD`kCgKDolS|>Nv
zpPt`K6<m?4YsA@QuG~U%pVPo?jI+mc;4-pjXc%_|s55Dx$xw!OK2E_1jaq7u$EK~O
z&qJpN$|;`i^WnZ()QQz9=)#!n7o5cZqOPPBk+~X-dt`f^J5;zcXx%Fw{P&1mUj|Sf
zrs}NlB7gFPP(HN6`w-9@w<4G66KAQu(1a6|t44(ve!?4H96?q2?tOHiY<YTxk|DXp
zAd-6&IH4!)L1X#6!b%smK4oT|S!<e0fTb4rN3OG}&HXYPb4axgn5vhOmetVDP$dag
zjyWa!I<{pxOsf9dPIJtcJQA7V(o8m*?3L(fHk>s+L+~oses7);9qF!qRqmfw=@ZXP
zwu=hj``f7!ahq{i;f6tP4k~X-+2o~3KspOIZ}sxdW=SdD?ED|4kgRbK>Ew(*gk!js
z(kVDlUf4wwD5JX}2vTw3Vv9fZ{39}-BtnsBYcNI^+2jzkhGjvRo~lg6;QbLhjx8L%
zp$`Uq74oKRd#S8O1sd(TN5PhRaW%`*X@*8-ZPMjETl#gR<jZBU{j{_D81HK#qT~A*
zsBkY0N>8Fe+oJs0Ei(z%M(ychCEdp+ATB@NLyhhiv?S_)p1<!9emM?Fb{JQn*Wt|Y
z{xBznA_ZAeRSt9b<I|eD@v{4|;=#>{_V(a#13R=7IQ&J(J;PDA6`}B&7a%QtlFJYW
zTuP*u$3sAZ4&Xun>d5KQ4kzNu6~MftDr9{eExMX-E6h%Db9Js%QeM$=*~Y24rvACd
zpY;PGN8wyaW@Dq(k3YZb!JZ4Q{OoKevH84ONl2?pb`1|0;;e^hJ73JEeBbvw+^DW#
zQv2%GeR^0dbkVbsBDg#t#q^>O@M9=10lp#M*)Fg0E4L%T*WBFh`%!iOjs7x-({clR
zC2A*i_+iy9O?Q4(HGTE2PY*S);C$02sHko}l?>_kq|r~6K0&7$H^}L)ty10AsmI0j
z2klp`YsEHKrN)C@XWMmY@XCd}gYCKv|DQkOpUk){#tNxTH7520kMLrH`!)LD2(4b9
zz@k6$qL{LZ3KP8X_Z`j!D2Uc_Su3d9uD3njy<f&~ef<|_%}s*X617_iISu{%()x=5
zUcFU&h#UI&)$XJMTFt@}?VOxr;{jgdsm9@~VE*3|v?^M5M*!)e-0))g$(%}Z0S>sS
zRL{50B2g@1OPmVOw5~22jr@O}AA~dj$fqi%6fV0S0P<o)!nx)*K2v8h>U&jd-nUh)
zMHaMb)?x=!i|r$mr3E)|*sWp5e@pX;7*H_KBnZx7;ZjsESaD6}We+?^)eu{(R>Mk+
zYBCF`fJLd(9)>v;+4?R;FV*z*!rU`Cw2*Y|gcjmvm|S26nr<qUxeFtH;}HntPu=4T
z;iGTA&_O1yU~lr*oucOJYWjBNn_u$C2g2f*tLuxQgvrf<Lb;g%j2){^G@|~+WJjVr
zjr;r&)CSd#nNvf8c9_D+kELpM08)g-Y^}|b|0|XAAHM=oip`%}b)@jP^>=^0^2v91
znM)7t6`E&Ppq8DfJ1q9`u>2J_Z|+<-(uUjD)Nmv;Juo0()zpF7xQ9Ra8^B;`x^GRc
zx?kYlQEC9#i@xa(AE)afX`I_j$*HJVO1V1w8t`*No4=70NB`RPl}#0b;`t-qXwLYb
z)+&?o)DzSgj6n%%S<`nu|8!tQxwqa-I?&k2$mlpX#^4t#NMHe%RTB+Zz408=uBYqB
z#8v1g0J01fJSD6i`Wr?wp(CnHDCG7CG+Iy?>E3i(Y)uwz;~ir*4cI}5+VNjVL*x(!
zBRSuo6?W4_W0XFtY0g`f?dOk!u6C|)3S5e-iY%N{UI+rZ>mD$ZUg(~-RJA&6opxk>
zen+~D;7Y%BMlq9E=>hBQUKqNdvppn@3~8)*E-l&=M^&Y+#%}omy>bC0tu+WBr7h1E
zq5_kv;n#jutd`pud;9B}^Rw*gB7kye&OJ^N9gS_SVj(4)Zo>-qpIkauq#GPTB>6pW
zF{^6#VN^_|D#da`oP5AV>^(z+4ZZ5MOBg9GJ%7n=f+DR>9-IV~l$Ewa5e+c<&L8;#
z9Jt>~(-kI~q3WCI9UXd+Ipo#pB27qH7Fmnco^-5^C*u>tu;zq#k1vJg2>SYwah*Yv
ztf_iv;UIQM{lQ^VtSj3bL!MG%9xYg7a)dvO`4QFrWwXLz7oWl|NvcRAEak8>*Y?G!
zSkjE3-}9WD4nPd4FE^73_pt1Yc<ygJ<K|q&gm4Y8?1`ISO}6=U>&8+kP(ACS4<fy6
zMtv=K(Y8QIDquOcycrx6ig8sHSzY6=MtF1Kpb!Rpj`M!O)M;~bN77P3FIt?INu}lh
zEGg7>ll4gzQ$hZ;EHpdWX#ya>T`Yzs@_lySArZ_2s6rP2fA?fob8c(ytIDlC3#zeo
zvu&+Wc03`zq|LmD)wDJN0F6iA;a5T0muewCJ4G4}-R_s+{(#j9{>BdH{nC8C`(gKv
zhFvSJ4KImO==8hm1@ahtI>*b*4A)YSoL0ZBMxnh1S<Y9>g44uE;k%XZW-ftk5ZK7=
zw@i+Y5_jfKrrZ0kPMNtZW?}%$Vclj$RVE!>eXc?~-<CjclH*7QGA8WQZMUcVDljt~
z9YD_k>3ZN68Q`+lgYSC!>-fqdv3z0HZd~i?v&MXVF;QLr3*{ZuDmDP^NGbI~wN!Wy
z@+?r+`)tdv>gHfa(G4JX_kXy?x?ffR6q>D+ZbyJMNNU~Tc5!wDP6IYM*F*aDs-nr6
znKHMFm1l%i725cq!Q|#A7=u;jhtLs|iP;f~44C=Etph7lE@tKYPh@7VC@OiX)Ld8?
zRe|rh?%7MIB5l;$JTB?1Z&3@Z+Qet{vrbhHaIHYR9(2@^LIW8|J;u1W_p>?zTZ1H=
zV0ipqgVWN<YI03K(G9~P<G%>|*24&+V)!s~2ij-B7sV{t>;^#kYhFx0<_tFI?>mMk
zR>D%j;<pG7S7D7cU1=FaPxhI?lZOn)h(<-b%(*ZwS?B#~2r$}~dHkv|=kU|0Xej_^
zEvi39E!0kNTM6F4?E{=^MRmV7#{ypZoioC#Qry~Ppubjm$I<YILY0Q5+ySpixIYk}
zBtoVOovSTIqw5G00AZ8&z2(>6X6IG!rbVFu?k?P2_!b62YI{y?0gU5s?dlhj(7EGN
zWIY(YJqv(lA|CjP3+jcJWQact!Y!ss+ao0$drC4C>;K)wR4E+X9aBsRu#cR(Z(&w%
zl--=VuQq3DoB_b=YO<ih<ssm-f&fk{C%4tU*{OxsLI<aS#kXjK#9=e4DFU$Ffzx<x
zRvvE&xaAklp7)gzfcbz(wtr_`eAGBMpYs0b=U_VygNvP-l2WVPc=A>k11nTpaOcZ6
zuQQ8@lI6BU((ki>5)a}qYuTM`g<=fWtP;)AmGUkxc?tGw0;=<3@AK~XCSTvIM7LA%
z8)KHyoU30q<Mlb>-Ww`lM!UJTYX|(C#!VKmZXw&^17_8n<t*=P9zDQ)bm;@;TQ#-z
z+1uVW%{l@cM)i{o{>%NspiAeCDop_KdT}}~Ys|>zGVx(Y%boxv2%Lj(H3dvBJu~6e
z+W@lm-9(8U;4ubNN%J6_1{JyRx}Qyv74Vh~fL#}+%U8a})qHdTJleG{oAyb_i-V6q
z2ypzdH2AgQAR@o0vAW70u#`E*T^s^tO}9156g|gJeLSvwpjlSa?TAcMrmyQq1>yi_
z3~(zINSy7+@Kroam3TmLP(T3cH-DJ=Y5|U|W}o>eigqC3eA~>&ur#A<dhmC?Vz7MB
zE)VAme4uzVy5u}bK9CmkJwXFUFjWd$Y_T^&H<&;ULs((b+R7qWD*-l{fkpa9mfJ=g
zMTiH_2R<vqwa|c`P#p$ns>|anl?tf@g0G#~R*$>QipZ;Vy=paOn3s36YT0(Gdz4JS
zwDj=l$7>1@cf?dv?V+iw=$wIJfqo=z^M%#Qb~{>!0N&V|NGvg>;m}>L9qnonBILAE
z<1TozWJ+2v`2{f?(&*~E2_Q*@j%u1m9UET<CRv?=0J+m;;axG{A=7X6Eu3~3Ia(ie
z1;k-7=@iSUT)$u2vlr=!8E>li540`~eoE2AcnlQkOA%?i;xKGaF*2!~mDK5^_uE+F
zJ!#rbeh;Tye5ix2L#8-hiidP?E*h)&)SF=5?a4E5oEA3p7+G&}x~89m-;k2aOLc6g
zi@oyZmQBs(I%0p3nB`Ph;cClg&RE*7o|S!dMyvk4^0n3H=x8Z+1wSENASi@SK6dD(
z+5+#wZ?G830X?6uLT)z(`HpiI;in1Q>)R?&|4RF;87NIdmm4@?92@%Umb%LK3OtN#
zme<*)C;cfXCeq(A#b~mZw`(J&_wr?xu+Kn~t;0zC2N)~FxW}JRM+;gT!n#zS5Esww
ztbkys_&DZ(V{b)-S}mY#a6AV$tn|07WH%q-3BdE`$fJ-xYk`Rby)s)NW~4g**uWtm
zC%=+lHcf%tLnul{y1UUGIsSQSB<2Gunl*2DceN;pPtoc8viaa)cRbhYtScD_DBgS{
zZV)0R-L3TJs##rvlo$NhHCqBmrrhR{{;=`xyt|OzmSs|Q#I8mU+^Uu@vpUs~hmPlD
zuGOr01b8^|)Pu^ZL_X6v50@sPzt%~sd7_Kkk+DvR-Jh=L5u`t3w<3I%l{^!MWui`w
zLgh>lTr{F;5N?)4`fa3MekSqA=U$xYZ|JFVWcf#sb|l8wTSrWtbUtL7uYA@aX%x2J
z_r>~_FHd<Z^}0FA2_nhT&BF#UXxz-Rh&MgU-t4kUlmthFog^RM--%3~xiUO#QL+qb
zuWych-^)K5Y&~lH9i-xy2N^vs&(H}Ouv&HvMI_oKGlMXy+A$L2rN2D-SN1`o8@TS_
zU*}u?2L9|4Fy8rU5`>{0F0X>QLUF#nk>*|BZ?Xxk*;PXM77ZI2%PC;5+OaN$2{nGm
zg%v*irMe<r#9fZ=Bl#_PkJ_K3wCCV){k`I074xU&isAJb2t=*~Qx4L+x=V9BWw>6=
z<mzjxgx2D>$?Ahyn7$N9+Sw5AFUj4pijIQQZiTiE<=CDd9PGwT<&+10?k$jc22P~O
z56|g=#Ph|k<gMs3RbwGQ)gJa}j!I{1L$DijRZG4iVAtIB_R+$|y~q7T5=SXKkG;Xh
zTe={>91F*fLzroL7fG&klSCuu<3Ed|@p}Fvb&gA_mEMUt{E}wtlR%{*E%l(P0xf%f
za(kqf<PMXvdHP)BMZ@GOiMZfdZu#U14qFq!PG?k&%T9&|QSlJPP<WA?*&nJFVDuW8
zBPh5%?!HP7yEB>)Gq#0SZ5vvZXP@kA5Yci#ikfzZQ5;1(&3P%Sklx0GT0y|0KeM*V
zAj<O`CD^uTCMMNprD1q1CrVhZ%EljQW0!M{8Z|Hozj8E&VEyplU|!|ObH{~;gL#w~
zL}boe<U)cB5?n-2<k$AW$^EfQ#G;Z^#S6ASexAM_cQj1w^8(ClACQ1*<HvXF_(rvF
zc!Y2bEup{B`2NZOT)Ps;N<H3;T1nW&uOek8)dnsGnPoEJIxW+mRb8lyPEVjThDDB^
zc}4RHl5b$-iNk)hhc%8)RC|3urJZDrQZ`yK1pW<Tt6h}-6Pr^E!W_eqpIxR#G=$?u
zC#X~a*O8`^vhpV}XQT5o_obq&%>5+aPixz;lqW^^MeI`%lBw!bSwp_z#$(M%X!X+_
zCu0v-Liad&p4=GY!9s}Qx7qzTZ2~2KKKSwS;&PO)#7^f3S*YXZ%SkFdUK`7b8VWUc
zmK3K!j04fY>yaM123CEz_Kf|dY~fye5pU%ZDtRc4(OKqfEW-cr!3&42T870W8i*oZ
zl!AFR5fjVWiq(m9<Xpqnc>O@e@j~4DjGlL<6x0OV%vIi`&sJ6_pT~|g`BT7CqnY>P
zoDwL^HyQk~KQ`e6yFs%k6{;}A)9dPKo0AG6^F@zQ5;FA6h{Ic$c11Q!Ip8{7xV<RC
z6HOzm^6fhF2P%A^3|1?i9DFE#EoGX2zjKt_qwHbQTtCGz35^$+IS!!$dzh=pt)%%B
z=tn6WJ)l39Ok|Tf)~UNF!*|(0cQV%<0Z$JoJ-_?O?KlHlK}q-B78ig8QqTCt0l{*T
z{oGZnG03$hJCe5Yp*NtXLHJN*%}hm|yv(ZVIF&I(Us#3ef=%*eFc^+u&5s&PQ<Fy%
zMXEET)*y=RV;zvrgSwzmP8l+j)8^bsfwdHmFkt4iQ;<o)>ir=T{dKIFTY4S)Bw`?M
zQ*|I9P*j8`<kaYUpUc}f)snNhkTMa}hO``o89|N1mbIww@_uF*3xR0OA7?nSJ0n$|
znBsj6th0v3y(}~Cenvm%DR3um-MZ*JU5E_#KGWQ7W!KwRm{#pRk&elora2+%omVBc
z-dNzR1yl4fB3n`l>9L;7s14-`N|7aiD^|+tII7PF{Q8<lnoGLtwSt-`Cd9Ht$+dv;
zE%{9_!82J#7vjw1VSg+qR?e)bGuVKyL=BaxiFb_HL=Nl__mUh1lN8pmOdn>%B}~e0
z)WVtU!}Gh<lP4tZjowrgtC^x+TE67VR`WNf<mG$<Y7_v*&h5v0c^mT=s4yA3_8o%o
zF*1OGc&`KF2H~Jj@V}^3yuG%WaSwtc4u<2(<z!#yO{x*6P&aTmD|DV0v6bh@)sPLp
zOK@X+q)Q)C`xUkpCgqY2d%~HXkTp=TFkRVM+QUi^E!x?Sf64vs5oa(ARj(;0lqOQW
z<)dg59GPDihZFA*VrDmZz?l#fp*hJ=@Z<d@Jf3a*BUNenng;65OEC`4;=rAZ-GQAh
zP^t{ZiuFy#@GnbAEJyu|!R3FZt$#fjHU7(Zw&dTV#^f3qG0@Z{Rq%N*Ja2lG!juzP
z!$ugHO4PMYKan76%L(oEJNm~-_1G}MY`KRLwG_2FgW^QN?bNoCs(SCjjTufkWH`58
zs04S3sF#t&Kx4~!GYp9lQ7vOxU)#yU8Hp1^3Q1UJCBnuTO!ItFA>D)K<;86e(`pLi
zEtusei_|erg~5ptyuyz2Vta!hg&*}g9>d>E0B4wcFIDcmnE%y*d^@KSh(Nev_y!*G
zi`gE?Mc@fM$&8RF$Kb%I5>Q#R<i``KPaihKYoIb!NsIw+KO!Qjq6#6s7@59Y^&eP0
zr8!Vm9yTSAhrTB2_5WtdaX&c65CU>?BYKAFn$TnC)Rt7Mn?59|s0b#OaV#Xs9j~N%
zR;>7Ep48IeXcJ?UTC@7ONn^OnBizY2#A@;!xte|Cgya+aN7q&o+WWUFpw{+xK*imd
z+#Ol~l$~Z`(@W#HMnm>YW#qTPHY;)rpS@>e^Q8l-kCoc^G+r243_mq!o2Ejgnd47a
zrE0oAB2Cc#*(KnE=uueICc0tYb2D;t{|~(Eg{eAR516c;c3XoB0dh1X2i;6#5>J?N
z6*2R5f^`Xw`~ZX<S5M8EBl;lQlUumUXsMUnm1n8@S4S;Tx0P8Q<Ypn>GQ$29asJ^s
zzFoHH*M<wVj){*XdIWI;-E9GZnFUeur6^1&=E__C`}fC<f$)kpo}ngwOr(TN#W<!b
z{)RR*R3a_QN-Pr1q(@f<YcPXWSsf!t>=RmKg?z_W)4P{cGMo}NGQ4^LORu<sW-$1D
zS>LtFZWCf8ew=B;)&<T&G;Rp3$8(Z;1Hp`)Rw?3xf*D4swIR$2+ws!l^+~&?()0!0
zlrh=WL|-4?2yRY${NGI~Hg2rPe}@t1e>!4;KobVBR@GI~M1xg9Yk3mtIXKs$R!%a>
z&TIw-QlEc{XTnCXg{iV^_kD!2NBU|s?$PUO0`}wJ<l#3>8Ua`wCbk(NI*+aBq;N^6
zM#7*>+Vl5Kb>;}X&T<MocGR&3D|7ph@Iq@$=TS|*<Lbe-k@)11>s0*VVv*CKjJdW1
z(L0XGo7}I3b2f9O)Co>dLMo`0)WNO+4||{axyoc88o!MW6=aP2gW=BG<B#+ou6$rP
z?%y5<fhw2SFAB2nLrH1*Sh~=cP|VuuhRA}+S?y9FFA{ra2E~n<+rmy0lJb=|4iNUi
zJ?)z;tMSTVFa_Dt;wiAfz7#w9D*}koN-taRkb<Dt8*}jtONIwoF?g>Hy!9*;ypc_M
zip;qDMv_{lZJj&!_(dp355PsWecR@nJF=ATVCBVeMN0nDQW=|*52$o7xg!DO`Mw6V
zjnEpN#9x&vw~Ij@17vUh?|?^6taE;eOM8cbjSOnvr1LaUq+?X_P?H+?6uawqu0FqQ
zaW-mG^Bs_yt=WJf@rH7(a_#!&#<O$wZw431v3X=WKDKCW>78E+Kz&c?q1wa^R;<Kn
z5i-z81yPnKF?dAPtQfZFPE$Spvkij^IYl6&RAa3vg!LCQLbFLfl0LBo^@4_;lm<6y
zyu%<9Tj{*%9r^OM9J#|-L2xX;sbt6}$<Z8IsrUCMzwyz<J!4jQorZnAKN;PvalY5k
ziGY7?vVf@gcO36rYirt-PeI}emAA~K`<C!<n^RI4X_YT9Sz&!a|GTCkW!|7a7pmAR
zg|@ev-!-XFIK^A{??3N-NFL6ag~bJa>>MJeoEI*$4<@D%<V0!)<B_XND5<G12f;>G
zA~>epU~k?_PEZ<#Z*n*7g`=1>l94J_U95L%Og>14a5FRbAaLhUq(<p8XZJV7cx!yY
zntb4oloEEw()<6e#j#!UXJNc6(zv1ebZ|_Gr6cn!PrNV5wHZ7S=>ME(lQ@CFh0XkI
zR6k}G#VC8fLC)Vm`ujV+<)CB1R226Iemg<M1TRj686cG`nfXFQRwSJJ_(d+PLb0qU
z;558w(GRO1qcO5~iKiz@XcmxA(<tymK0C8jrb!D$K{7(o++FtbKDS{a*ZN5I6~3tr
zs}F=Mu~ds2FkrcBt`8cc5VhFdJt0}l{cG8#65JGZ=c2sbUV&PJzv7!QSU7ho@H6*f
z88>awFazs*-<px8m?c-ycFO1&r9Lh#DX%<&-UB{PULiGwOc;ksCk{(D$69P#!g>%U
z2<d=M4BMzH5=>d9!MVQssj|c0G<Bb?HbiunJhG%5Jyc^@F(CK#I!jF%LK4pg4Zc~R
z_QT|S)N~%2X&;Bw=>`c%acuwXQb}EHDd^Z(#?8Et`=kc`dXUWx$GRvDVj%f0qRLz!
za<mLb9)WwLcjlPol@U>-hsgG3{R@<QW7)knD!k-Lb~-&Iv`Cn>@61gR{3WL1S}Gn6
zQ2T|>_c8%V0BC{4$-!~BGk1;3NjaSq$&$q%)(Zb0Q(2W;a}4n3K%<>de8FFF>C~jo
zJs!!~?n(HmNIGPI48}3c32qwKazDzhKG(T!StSMJ=Yi~JOm>RnBG7xpdaX74_h#q8
zwjj_;pw9hB(dK~q;2S{o19(V4FQvUrF|99qr#465O~uzlQEotT=pjJP*?O~70rl$Z
z7H;T^(}{X8z0lcA+J?n@8YEBG-;;~<t0e3Iee3Km1&rZh@v84^W5x$4yRW}$B(=@I
zgxVed*jzQ5J>db#d}3SaVK<b<6Dq5%wVvEhsGifh0DcMJ%bfQz%eQL}h5$%+g~F15
zXix#8d`2`;cs~WZJn~8|Do5E660eYqFpmmd*&_xU!#)tNox{6TsRTtEIRp`%Qo0#&
zsi$;);&ZHV1wuI*k-+viW94)ZXMk`aM*sfTATUhMnBhfyne#3?w!7|kBvs_R$?u(u
zm_ZN5Xat{S1TbMP_{IbgMqa?eqScr84Z61SNH%wpZ4;LH?BjtZC~q3+V0K@ktteil
zmtZJ84<DDPhY`0Uh;cJQ8X5mniOW_|bg^X@0P>elWTuY*ihKP+-du5RZX&1Y_VY$}
zr}@`_N5<WKhaGBr>DaEh+l#55pYVSZ-_UEs38j&{fRxaOju{})2O!pgwtOS@SY`%I
z$KkQ=SGM4Ug9*=S++rq%`o9}2OxlZ^UTZ$%+RlI5!Jte-I5*vRv|PR}3WXyOokCYf
z?wEt)U+wFO9$%9J|CX(;lvLT=FEPM;K-Y+=e0xCWAYnng13LkREbw1k_<)kEtfIz7
zfEgG}D5qZu^q#^P++Q{g$SEy#Z1#f(7z4RgTv|4_b8&E<8XUI}>EU&QBXQ=nBuIt+
zbd@G_iKlN@haf<bJ{|UqDy?wZ9yC~_N!rPC`g>mCtNGe&9X|*gHi;yP$2*REJ~W)x
zH7T#h2B$@TL!F<g3R{Ubm}`h3uJ8K<KgLiYKFe=?^rih`C`VWgXnew^oi$0G=0Y~)
zh9kONKyB?-n}-8)a1oy7UsFcjiN*Og)BQ8naG#4_P{v9ZT4FBsvMgh=sD42;e4vRG
z;f8~hD1sWN`nrg0<JYKAqL1AST&^5sHJ{I0J4^IVO-rv9XX<&cBvBNKK7X%zYO-J*
zNDloG&|Ge?lT#>9M{_G?Ec(FlYO(BGb~>i3OJk!86v%RW%2^u$%>zP&qT&(&efzFf
z1v~pL>;b48WNFup(d<(d6lDr8OufO6Z;PQpdHM9uh0Fv%7l2l)uKvs8jQ&dXwC(G6
z$~2(+Nl8Jl>BAdwn3<RfpOKZKVH03iDXBCbeLvMc-|x3(aB*0!g<l?oLOFomI-Ysu
zB7dgK0Rd2g)z<h5^{d?wv)jq)wWu=&&u`pc)@$3UHUhj;bDC;(fE)I?(7v#g)Qi}I
zMu$lR@r3y8<k9V1nJoQ(NH-#rO$%pR8yw7_K&%elB|_p6Jo_s7KVHctf2nV`!4iSA
z3wP6*w;d~A9-_^4eT$6VnRR^7Z@AtXQ?Z22t45Zg+sLEK)bHOt-N}&x@KG;@pg03O
zMbFcT23P1f2sYy{hJ-O&nfkJnG28N+jp+=-pT-|IMy+ZYmt(JpQ1vmq)@7t9Yg@!b
zs-th8Z}-ziZ6Y>Tz<h1Y@_9L>>j;IMxd%D3`W;q!SKpr&SwmxeJcQAGR>dRAt}Dm1
zKtGW)55Ht>0JQm>+akZHD2~T!BoKQ8;F_`8_mmX7El-Sb!lP4Ug2ARvgnv29fW{Ly
z8J?l;7tF3AC)+5Cx`@jjclAtN%UQipHx;c*pRr;<@@P9mHBwQ0Kd$L)&vexJJj-G>
z4`^4nZDBlB;du7ro9k4*`B{|{n1Cbabp`n8^^NsjR5Z{~<zl=LkTU?IZd2S~^Mv-3
z=W9~Xca4>K;?MqabN#(44VHlb&=1h;sAci&wkO$_wE;apz<;GD9=GD)OCum5@OPW|
z|NM+NgWYWh_qy8CLm5?%*UR$q0yl~Tr$?79`TnVyaC7b<zW!4+$sX0<5Du@p2@?NJ
zHu+~~2&=(XhaT+`eW2G<Z|?~p#r3$l%sZ~m)dD3Ffq^rkxXBul;Z;~Gn!#&ur3|bt
z{{ihz<nJ%B<2nt+rCu{tVM(&=uv3>(@+Um0zL*+n3OW|XGEsbA3y?$3DLO&bjs|IO
zQjsWwPRtWCK4(SMl&UHdsQ8Cft8KffifQBr)5%osF;{kQ(9_dSLb|DJnBnb`4-&k6
zJ=Zc%QVbR*>!(n1L8ITgc1`VHj-I9Y=V4b^2`QIKv6)4k?KjYGqbRGUAI}Bnj_{+!
z>rZ?IT4iin7$;c&h-2@MlUrhPXj>Z&_!**R6U%V&1E6~9xC2hn)yi=f1Q5t$RWq=2
z0L#X`C@(*f%QN`9!gZjlUb{-lGLP(D%Gv+$-lpnLq__&^%3Q@<fj+B16H&{SUjf;l
zoK(r9q5Ps+DctU*2H_8`4ds}HtQSco0Z8x>vd%?_1?rv)elmdyXAs5nM!YIDOXc}(
zuBsq0?^j@uPM^~E04UU$Mpr~70146{hW8?i;WadecbuWve@%v86YU9v#JziLLEU&J
z(<K^|>JrLQY(}}$ISt%gf3sDr$Utq<u!qahL6_?hZz*>BN_~eO_9H!uBn*zg@f!Ur
z-FMq5ITE!adXn=Q^nDtb1jIw4@}<mA7Te+>JhgK*luG09RZGIB#YvQRMRRR2o3q-E
z6#SnF-Sgh8ZRtu)V5&@(BsHhFIH5VK5_DtUgJk*9DZ3$v_m;|kjSM6h?%Ky}hZuTE
z$MuwSKkp%7nGz7-FqjOsoa{Pi0-Ajd))u^?<Bu~Z6p}gl&>yhbcVvEM2gh`W)QMSO
z!iVU;N}nWebP`fUGUS}4b$_Pss~n7$*(BbGY1;;oQ*yF+>RlUfhi~Tc-)))iQbyPN
z9l%!UdrpLKYWY!1RpZvE$_E7p*8&XS#=!LY0lLZpCA8QNTu%ajnL_(B&3r)VK9z|O
ztwg0kW8-)XX}aZ%?;jD(;Ccr$TSos~ruvo%7Mbv}dg6EACBMj;ddcD#n?V^)JVa16
zdKm|a{zMwmP+$jlxLyo|JWK8__OZxYsfQa77iU;y=ftdOigt6Vl%|Fv`Wh#nGS{<B
z+A{t;HOF{2klk9%h<3bpcaQmRuaZFIQ=PmI(39v_41@RaOFf(EtV9EI42z0$k)kB_
zT@2n;d6L@dNonXJNZ$j8dt$#qq3;j4*h&4Hv8A+-Z0PQ(NvOFI#%~UMY$2l#5MN{S
z-uFjiaLSb<(w9~NZ|Kt-OHV<Y--Ch@k)<rsCHBd7<km50gTr%pZ89FF&@<uqkq#lT
z(Rj(FjnGl))yBMGmdOqLtFZXyg#1^V?SDVMaD1+p+VRrEqK^Hg_a-=@0c_HQRMBsF
z=R?LyL=bI#&+2usN9)A_WD-d1&!6^LrK*@RoZF37j{_#FWV#-R@HMo0)$|S7S%g!3
zw$jhyObeflaSAiH=R#il+$JqYhja2^Owo~3ln1q~P<*NK2iBRSu(Bl9m*~y9iNIg4
z6!R*1Y0sB@cdS`EQzOZ6f{l3<$L?~Xx3lBFw@{m;fEZ9Ym-)lQ)^j(+H8Tf{S&f8D
zEU>oFqZMfb9CH!e+Nm`j%!oX04w1kpjYzZ3I8(*3w;a<^&-6q!_8_oz>|jY=iMKsF
zbjXEKQnYIW{_<>mFA>p*`#auk(>^fcuJN!S>DbWvT{Y6kGCNec9OFmY-*BrdOC~;v
zrTdkXIqaWGmYOIgZ&K953_j`9IXMym*RFdXDm?$&*S5CDEbPiC?JaPA@g|Bn86wzr
z93eovVr20+CD(pm_(d~a?s}g}&QgG5O*s6Kt2c$wsUV2lz`}8JpeM3rc~?pbRW7Rs
zk`#sH<iR5!nqbSsHD1}umx&^+&rckw&KN^N<G}bvaFj@F31fUl;8}oUq+HMk`8B#~
z7GQ~y{gtErZ=Y0Qz@ETcTDqNbSxNq9>liXovcfoW!X!q&TujBWQay26L{c_i&T>tG
zRC+~0&XUx7kQYMP5gI{kkT_C#BpU|p>kpBDsh^VDH3u0&CaXkq*eiw;y@^RRg>c6V
z@}x&>GKLdN@o}~|P{+H&<Eu2_tV685e>r!6tJSrLdE2f1-`he64Z1M#{GnK&MweZW
zy(cV{7NqjdDZ`{fgNeTPOoMZ3lYS+ws9PyrIzSSNCBB9Wf93y0k@HiqK(XzX0X5sM
zbnv4Q<AXSiU}MQ8$0VfHLCiXg)H$kQcQA$NaxXgDpuU-~jIL&oNP_y+5U_ZIJ!EaF
zfeQ6|5w~rn|Fb`RPd@s1=ueCm0;;s-45t@A0tsWfRcdJ@PCk;BeEjC(u!O<I&KzlO
zvhSHdbpSzn6tSBX_=DddLqj+&q?9tqTP{MuH+X7*HG(JzO@YKf?B{Ig(&v~*zA^2#
z5(I!jsxce-8(VB@eJCGzhI@R>|N0#NUI*z)!3j_vDoi#)0rK&u&{G-IsF*LZk*eSH
zwJG#79aCehlcH4pqto%NjECe+kFii`_Ym~2KY{G4Y?53xg?5M-cX;H}Kr)Y@x4P+_
z|M521{JTT?gkvz9T#jNeVCD-1YqV$PdUVHV*b#s7$bR)Oo<P*tSl0?CI0Gb8_@(HV
zZ);kR)Ye|W%Liu|ek&Sb>UQ~NapZa>985U42;sK!PnmO6)<t($`2Y5LS!6M+D+Efh
zEi5&K`QE*0-4b?cesp+y(5|<<2R)BCB`C^eo@+{>D*Q22zEip+BSTp_BRFJw)JlMJ
u$`MVEZI5A_@N1A@*1)ggI!`W+d?myskL&fzpEURSn@WhvLW_jodj22a=GGqo
literal 0
HcmV?d00001
diff --git a/log/zPythonScripteTest/err_n_plots_multi/IterPlot__MultiSO_Rho__fwi_FWISO_iterate_m_allshots_5_5.png b/log/zPythonScripteTest/err_n_plots_multi/IterPlot__MultiSO_Rho__fwi_FWISO_iterate_m_allshots_5_5.png
new file mode 100644
index 0000000000000000000000000000000000000000..2dabc08fdc9fd329f97d698728dc831debdb2471
GIT binary patch
literal 33341
zcmagFby!v3+BJ-#gmiapQc_x4VbdVe4bolGt%P)U3y5@gOE*Y&cX!AB7U+4N^E>bP
z-uDkLuWPaPT5HaE&-)(t7-I%}{2+?-3jY-p6cm!U7+4Mp>bVN=?-$&2;L0!Nq%0^X
zuNUIr_X<wQ`;E@=go@J-5Cz3cdR4yy3Nm;yc>M^}$Py}2ohWJW3+)##Y~Fw5h!K9T
zbRJav@XjsfJ82o-k|J~yez;~V1@244a9@fS=qx?@33~}W{bzRLhhbE0$(vjW@`{?{
znymJoMNOZx%y#H2Q$2R(>;)!vZ4W3ysbk;JkG?|JOJP<dkXL>`N!q^MLNhrnSA<c2
z#fJ@Vvv)DFH}clu6GioVCGpL90!&@MspB(f;PbZ#_5Ep5)0DFU#<?Yb8SPQG{w@pe
zk4o3rznLcJ=t7G4H6#5&!*WmDKS_nKG_jz)MiS%X4JkG%8ZdY<c3ik;P*6Yc5q*G1
z$sxfA0{`Vwty)#CWKWYP7)uwh{VbOv7aft=a)}f_jtoQv-TH{p3Z6Bbt{A0JgI{9%
z+0lSy^y%(&--F?xph(9*k-mU}3O9X&`hPxM`lmu&O8gc}#&1-we4iS1@w#AMCMxdp
zhi&@jCgL9{)9KO0>CiLhIFSXoRy!RQpow6>|NdDp&}2|hUlhE*qC!Ev%WHY}^ghf6
z5${(%y_BxIEcmhl6h8>a#KeaB?5lq4(8pjlUo%^%`G<DsEaLk~EUFk~W7Fb<9n(1Z
z|Cd4keflaZvlU!mnh_&XK&6-D9x?R3xR~LL7)`*BR$C-G3QloTLSpkCGP2ar_1f>~
zu7kkrL1jVxw=erU6D$vGTn1=-H^$Mgf3vx;E+8>|D_sOdp)%IWl`=~8UOFdeR0ac6
z!rq=vjx;PI&DjgGIn$dp#N2lTLAS~^eEH)4@8kV%^P8B{AR<KL?A7Pj3OC|JhrRBt
zEXVupepR$@M=0slh!jg?acuW%wxgFFOeE7XtNR^8_kPL*f*c7dm9~QB_N&%z!n#_(
zIJW=m47bO{$D#SMb+Rh0bR`GKM8O;c)Do0QGpFP`NKr2b=z(TrhA?=P(+nfYd|nfL
z&0;R14tl%aJQW*0+!HibGdpmS&`w<QIiZLW^Z&h^#)_F8n;#HgMt!Q4drn)nH-jYs
zKSb8_&0Hi`iJX|#rNm^+pe2Bc$#{uYU%-w2braTa<`m@;oGX>C2t0LDFkjf>G`(c)
zipBurX3SgcdMtmI(yJcI_MQR^v=(Baf5fQ7g&-dgP-Vy4dc_tdCI$!$eR&1_N=k;V
z=LHL{hx~2dF4ErGG`Au1eK#61wV*`dKWnu*yyZc2-yM-}c3ZG1b*xi(T#ql&E6!T-
z@{;oMeN`4n`DVM2`_3{|nZd%mytn&fLe2I)ugAw@)(<`f{CW&pla{iA%%ARg`}w<d
z3=FlMof{zp)fNSd8+F8J?Ch0y&J)R=_h#E+o^~x;vfh1@(<8D?Uw<1@?i@9(H@>QB
zw~w*c-%+E&BF}ws>La3{7Qm8_Gu=Ff(qe%aA}C+}jlrjZmI~em2fNiC1aEvM+CuYc
zy!H#sw}8g13mzt9ulyY`iy#4t=n{+LI6R&NQAm{5bk+G{wWqM_R<(uM)#lyh#-RGi
z37ysE=j$*ftA-PvX7{U>!}HzQd^^67^-z6FOkF%6UdHMjFNc!fURS9PHbWNjzaef*
zg4L_`8m?mnqU*K)?g|-PK9}wx$gSD9A{O{;!c&P}?M}AV6_e*F^UwrOIWBEylW1K*
z<YgfB4Jogmq4oifUUJ*;5r^D%DF<xrJMwRRstn_wIodn5y0?9BC77_9uWHmOZgjag
zoV@)lbdkn?|NWg{5)qHXKti?CV6rfYM@^B(=tXSogonE;5@F5cvR@dN%S`q+6q1j7
z7j|L_&^nl`$yFl>N|Ob12BVV<TAWQ@sPX!RKQFY2c&O<Zo^1p;N=|ijut=Im54A`C
z8dVX;Q5ua7f^#rAhB1+w(goX=z6nv6hrV^~+=!E5oR!J_wMwuurNK!(BOUk3e9>Ki
z*p<V4>ZfLUR@V8#;{APTm$uF9w2tLeiGAC*!XWHom!<U0Fdm1Mm^jZOPsjoh=h)cT
z$rPmN#4iD2Y;JDZ>^3kXZ8l-)vMX>nRAY2u)Aga@EGZk?kkS2DX!P}WQV@`6f8`bx
z736eRR8$<y)#lf7DXS(}Kqe<9?(7Aw?gciRm9J(RUB{PN-0A4bcPA{0iWjw1u2v)w
z7H)=aSv}78-7kr1vXv$Z=IsV5FFk8MyU#`@F3iIs&(Wzz<Q6YhS<c5+<!ub8yY&rh
zlDLmu`Bz8zKc)8Yy}4-x>x@zhx}<gT4!yAEGQBQF(2OU949D|+tqp}>^(_hPG@a5I
z-$R#jn#+xL>ZZkX*=ZS_A@9j=cGvxJA&%qa-t)zqi+S~GcGL)q*)+cW-$N-L?NiJ`
zvq~z}mVK;4P1oK1I0OVqj=-i^`UdOabk9Yd#zuJ(;;RA!#7MT~{6?$iMc%f~?A^Am
z4(8q5w%?-Xp`v^k;Uvc^^x^IZZ_BF|&-=@L?Eym~&`gDMm(`)G+C;Oh(deb;(K{W?
zy~XCs`%BI1d$S=+0pJ(Fu0M}K2!pJyPI{W&S%W@n9%c*Nj-ITWWz2m5wLWg%cPFg~
zkk@yczo0M2i{2RYZkZMH^F&3M!hkX|e}*&zD}?m`Ia`D@+HNvdwH6!Q?Prb?1mswy
zrC#1&1Tw?!m1n1(?T?;%dN^-i*|Y`Z0P#^pBCsJo8@2M39p35ePNc}(t)I6-!uWUO
zXY89UVlWJTOr;K`*?^^`Q9!-xC&dG*V-GTB6XuEcW6iH1&F8VFu*f;vH3GmMtDe7E
zx16U9*t*BEFK(*(J!yDFCC?#4njYBi+N)n+CtB{DDrIWCKl)&%SA?RjQ`|dl4j&b;
zF;B1FLb<>k6rUEwW)!KZ7<k2M#3F}(n!a+L48JX6BK9*2n-WaE<A<v3XOw#xXj%@d
z@(oisgG9D2%%gj4ne0O4Sd`YMqMp3g>Hg=wvWBw^**5~VoFVuw68gR{LN4Q#_6VYC
zSw+QTU)Jme$gNR;agS^M?9l#z%V$geL-b+U(N39EwqBVo7?d5`iG)$&hqfT_*`}&3
zzx&x&qH1Eer}E+NKT$BvwwgM<nF?8aiDyK$I_EO#JmZ(P+J$r~ucKob=FhKDTXcWo
zT+9TlQ;-qKdb6uhntil^D){VzhlGQ@@`}m$MV>5xe#o0WkFMFxIMzQGA|XkuS8<FL
z&MSl$VQx(no^(}fmSn@XHo3cT*&Om&7q@ykm_zhKtw%SA@|7$|Gj{R<y{Yy#o7?Vh
z&S$Ke8<h)k`qobl88w`{qwnwI_HiE}Rk#Q;pFTvA_{x46&A^qgi~pe}AWp-r7YMY<
z>@r0~H#u=h9i=e;nP&QCowf-en&%xqy;t2ydkhp^VWRzOc8K*;iD5g*J#J%q=<K<?
z+sJL5)M<l};&xiADQyeo-jQc-td+!R+xbW}Dl)4#K5<9=Dr_Lh5&I$2y|zSeCeVDk
zjMaD=nFi6vJnH!_=Gu?CcqmRB9W~s()eR%!<3-Y{ncgou26YR0YcZxo$F|_QvJRnR
z5P~zPQ{T_9V05c@BRjIY9!)$YfRap&44QfUNN=1ag$Rv{L47*XO-XjdSr@h!98iS?
zBGG~Ky8e1yGu_L=2&r=&ZE{;U<6KaAIOL2)lcieKu<yX@e{VQ+k0_&#snQKi2xoN3
zz?0_ac$g2z4O5B;KvB%TGRvmzIl=hz7Fc`7`x7Qg;|hkn**bP>g-N9!GHI!34)Bj~
z>qlIZyUW5|n=OKAfAih>IgXYFs$&o|>=<U^t@Zki#)qbm2{aOqt5Q0XW{;*ZZvH30
zn7dKZhWz$YvJ3M8GMaX8Gmt1<$}yR*TrHakgCT2cYuPeOwC<$K#=*g)b%KUAUFE)%
zEdrjRd|FHg#@efBo7Hb<vO+?mA)ErqeKwbo##}2$%)XGj?IGK{xSLt|Q+4%IFq`FE
z2{B(DXb<HPQH${;1l!IsXdf&z2KvV~RJ(Lq8FtOgC8P<IktQUtIv#ss7aYm!Zw_j*
zlH7|fL$t5%#*A<E4&S>?9gAXHPy2Q6UXcf>XcgUyR;{=o-zsqP%y@S9oramu^i)7f
zL>QPhRTx&H%pj$O4OdQkt9nBO4!J0Zt~EaR-KZfj{9P;Q^!1Xua|G+t0*OIvOQOnV
z6h^sn(Di~ubfPiy(_LkA7bIck7i0rnHQweA%#L&HZmoL=wG4G0RggTr?xm(lO<RX$
zNEqah&US-wqzD@xnCE1VnPu>r^MZ8sUCWi+_gxo(+Ivq<%Q+FS(6=+b;};>j>da3?
z>K)jw^%&OkqN42;1ab^<ZP*{Ue0w#Km5ofm@x^~<x7u?xQkzk|s%uR`TAG1#;qIuf
zxIqXUss}l`VVZVmC&zheOGr-V^ZB*KXqqk5+Xkv1TI^R{itE&?d(-AUWXbqCz9G#r
z-rQ&k+)t-1sH@F-q@?gT-k)1R?uu<aZ$<<b80l;8%0{V)F@MDjP+P|Wxc!J(Q4vd^
z?z~U?wo{XVp%7u=Vaf4Q!1b8(LuhW{avSWN=VHvHhARY?q{vqD67p~Zz?fYDGgBAD
z8P{SU$8uUNl-5->eGetekm{^GNGzA(Isg6E#p@BU|Dq1Y=ep|c8=|>`q>E}ftq!ao
zSF$^OOuId-KN+z~9r^iuzRrF#@=~e!dg7L(NMn)X)rSP$o6Ad0tWg><@MBvToV~Gh
zy~gYPiBkrqu|P;V18r37kS;TRWE@p|#x0)J9%Rcz9wEjhxEGGPPo-b&h}>M^@2{7Z
z<VaesV|MPu-x@sLA8S1-I-p4CrXKtmHzG%o&7=vUg1NHphw3bn*|6epVD56CCb`kC
zdG`=lnZ&toY;2yFyFJ|OdH6a?gv9+U`_=Zg_r!K{+T#c5yK*GfS6w>=wdG>#)N+c)
zfhXl`*SJBp#nW*^Y&WKFLZZ<k!d>m8DAp#lV^fmDEtrtd?!GfG+z7o*+|aP3Wx%lP
zlUmBqto7=t=4uaNets#N#(e<_x*`iDsX;^Zabg2{^#9&OCI$;2{op3RYlZFZLVP3N
zRYR;Sql#@6m#^n@(lJt#lDmInC%m(iUo0WmPm3cUoUHFfNsgpQP4g_P`;NZyjq~}&
zlFN7}D73JKL&5~nx2K-K@8C6=THc8Mb!fn^TU50F(p~<u+rra^aY5?_4^)X48Aad3
z*X@XFMkzS4Fz2DzV9v&V>|xdWF5g#&8!?6Jh5j+tHkflKz5$C;%6P}QHCD=hMDP7V
zX2F%r`5Qq;=-Fyc{_D8O&BiAEfy5gk9!CINn*jxK)9rX`IMZ)0x4V3((Yeopb(V?i
zzTEGAsgB9vcW+{4(!)*l_30*)X0?Z;o}O*9N25pxq1{|5Mwr0Cr><cuL4S}Bn-l<!
zo*(a+Az0PgZxsEEt)evB<tQ$kz1y?3N<Hn6@m$@dR#f_|y@krla+-DPacRzY*%Ovp
zS2tj9pQN2sZoHw#wCHkrO@2Y7;ui6IW)A~C0B(JYVUb)x8|HHdiqN%LpZ<a6!+?6m
zC7jT2XL3RDO=(J<AM&vEJ##%CWiloH;ayO%op!S&r8*}VxQDVE1kvW?PNrYqBtY{o
z#KvhmUw$JXanN*Z{YpN_<9Ks*+(y*(u;g85l<IDKArCp>J*<#NX<UZgH12gxt-jrG
z-eh`U+3l$%0{evZyP0(I$)F9diDwS-@8;O(`6((Y(rYT!TQBE{8a7Q$P0eM?47ncG
z>UM`WSr8$}`FKBW$S+KZiE0N8yW*4fGF;c;1Rh7)RrkkVxVM*NqmYTuw=+>1HtKGT
z1kQ^A94By-1FfpsS5`0&U1H$Kb}%t%1-XYF!Wb6DN&U^wa1`B>nJq=kcOMVG*u4BT
zhHesaH>m13Z)39s+W-0pPQNf23fvz8eck!)<nBy<^KXt<Rm|tzHb(9`_-I(2KYsHb
z{XPY<9ROPDuL!7nnvqHPmo^B7$TO}_7uCzwGJgxtJP{pVm^OyACBUO$2_@O8zqY%i
zNHenfObPJ8iFS+qDfRLGAArH|6~5W{;*Om7#>-#JV|^a@?Wz@Nh55QXm3f~Yi7nm`
zMq0xOnT(rMNuz8N5vZg+`?Lxa7IZ9+zqSE;ZwFeL>ghQA_2xEwo}0eUAPv>tMZa9e
zUxFLQewPDd__zDbp^0z0kif%eECWwlion1??Kwde`tZZ;q3jn4uwEB3dBzO;`EuZ!
zH=+PU{)MA`-y490R8RGRur?b@sc`1wm5j7>n6-3;ZzOwTy<>@5vDUnQPH8EZ1{%y$
zZf|<)aN`rI>~vn~7+^g0`+?6z!PnI%e8`h9<#J1Qyu}m?E1@bz2vf)IUWFI{;qWRI
zPUC4t1C$x%L;QJHGX=<nFcqFivOl1n9@kN3avGXs>CtXKFAf{VeHu*OH=pv!m?Q+|
z@?hi&#&=hyC!o`f=B5yd`MAinv6^k#z1{&?M}+XTFNUBAvb^)&S^IbkLCgw|5(Sf-
zZy#u{tg?IWK32ht=;zH1fNkxEX6gpKVb5##Cz$#;>Cllk9vLN{?5e7Vz{9(rMV6;a
z@7)dWZf4zY&*&Y)p8w&j#FPqh>Val@8t6oTNrmiqG7`Q0PL-F)<MD2JhmDCW5c8=8
zAVmcF!<)g&gZWau$*o}_59dwJ%Ne>gI*ff2d5<bK+sny|y{XzDf0v5_WM!Y>p47ER
zw(Yr9L+#xOooBgTSCKbWaQtz;l_<+AbXj|Q1AE1nXcjXKjo#x`R%R3#5BIKqbgl0m
z*^r)f^~FMZM;znMlsTsT@k#85qo01ZwG-sXB(AqIP3YnaSsXBk1*(;%Z9IoXggk~@
zsS~Po1+o4&m%BuDVy=S1J|orrDj95A;Mfj<6zrh6P=PYBoD>awzmg9YtP{TC{-T=V
z9~-gSuGn8`4C#`1M7XSwi|1(TiQe5$a~46Cy=yggfga(mJk5iBMmF4mAa*d3y=xSa
zkvKwGxq7=Xs}gM29X-q+h>A8oZn2=L?|D5rSi1NOiZp9V=~`g_>J-D)<7~C-#QE~n
zh|sxDdeeyID+Ucd7eKubb!lm;d+vr2TbL}5dI0;a`hJah=#+}MLOZF}*dMh21PXuQ
zpzz(b5;^iOJ1_X+5PI&98%-1a#6lbhZ*ecKJ3$1wT+~)GHttQ@ZZa&?*&8v&X*YZH
z?PWjMFAF;|svN!NNUA-Hl)uAD@B}W<tCWC}1~goHa%ZraANNB~)+%9D77&YzbGLTO
zkjHlkp)~()>1Ap>8r{h|3X>Y*wxvaz=hM4b=^)W`-#?tv20+G~QyUisG9g+?cbrND
z#~(tK&?trLJSTTG)nj9T%ND0lyV~G3v@?~j9tm&6ac1n;DA~h_ECw775;YFOEYV7{
z%?@MC9Sti&StM0=w%&`l<|^AQCE>p-EwngxsP&FW4w`UkPVms8Y||a^Ct(Oyl8-{H
z3*J_f^C<Mopcf^J<inoZ8k9f4N;N=M3dS}=_nXh;waJfmq)1Zit6nc7**m__WC2JP
zp&V!&Kkv*mZfHk#1u#t)I!UYSH{1(}m%Dj}>Vh?4*q#m0haoReKIdle4kn~;(YI+W
zdGwO_GBA?x(iU3mH%s7ryw>A;ZsU4HpttjSXx&>h6KJ0_B3VVJe7~AvJ~F;f3^RP^
z`x<nfsScpT$w`xe=v_prS(6fC0$A2g7}A=kN+Z9ngbC_$7HSaD1yp@htWaHfkT*HR
zG<dE}wBi-X-i;tJAB&o2KV1s$N4wb;(k*_;`j-vv2MF<ZpG%V|z&@IUPpzgL66g`V
zGxo%j@2xyR*>F>q^~jrUsrXhq2I2rcxUY1qnn6^~KW(Z-Kh<^WTV<6|@3*g%F8#Qh
zbfHKhX_aDmdq*4E@=>}9G(6{tc>9LT*5@;XVrrc^2dmKUFR@Dq01paWf@O)lPdEUh
zFUJ1(L8P@5`k^IePo?W!UH}sa@s3VpM~vJ!3nS^fNC~H4cU?ROeM{>b@|4TpjutDZ
zz9-!3^R!hIdh8Aw?S7LqqPBgXrJb9-%?6{6h;`T^XN<#L$-P)<xsqUkxr=`Gm+^0B
zd7Ng_*w@egPJ<^}`ZT9MN=}CvW2@AVh@OX1?4ouA4IHS%B1n)3qtCo5Oz9mwO_wF-
zf+x6`#i2Zh!n(ZmOtwl5{k7_6?VLky!@z*~$Mt#l`q$IYaQe|=q5d(U;!f#JeSe46
zgQ{xd?-@8Lf1OK4)+umI!w};0)|5GZN_bR)V&7{FRgi@E>kr;517hC}J;4n)jJ+z{
zmIv|ncR<R6ibnXeYAu91@K5QCbo_ChzPyOiFiI$bc3=i7v4VVt|L?Gd(ToOXEUZkt
z?|OK<XF{s<=fN1zSqWS;aVg);aabw8`u7~iD9Yh$t4{mpeX1ZNF;G!nwYdx-!*CK*
z$P6Hh<bf`J@fRX;Jw?UGkpCD}JURWd6cf_uK!PIQV;?pV*3w?ufE5Z>YGn5GW6wa+
zK1(<RZk->PJ;L$P6>TYgZ~Kpe>7qL;n8=PAbsAL65f;8`#tyOp%E`N#U%-H#W)ILi
z9>WAZ*xQ=Yp(F^XGC%Mi=Q3R5ji}0V5I$U%xg0xRq&QKQNFTWnT3=s)gCbGf87KOJ
zq=<z|{9ROMa+-*$3EX^c7&x=jVwlKRmjrzapFwhF`SZ4BUrcY!)c{kJb|Tto?%-|0
z<yFc+shVn5$N6iPDXh&llQIqesILU`F&o#q^svZ}<EOxB0ABo5=>Jaknyy~x8;`$w
z(x2ER1<^lyfDxpEJ)yLr4_N4rhmo%dQ!Aq7J1=K2KV_d8`<$Fh=E4XmipY7nfKBCk
z8s{@Tb^SJ&SqN27ECDgg0B6Wt!%f7p$#ad%1c%8RlO40Tmk~jy;*6h;1H%tL`Ds!j
z5kRfzzh8T%0+9eE`}J|2B7-c*H3EqCbb%|mKT*+OqLZC;iM8^CSF9J&JWLw&io)<T
zC)t9C1+Q0({GwlGey0lb`PD&C+rf%O5~b#&7>Q~UOae4iK4P)@<vWV>hlpi9JuS?{
zSIBmJO+K5qSd#@Qs747ZqhX>#{-aZFv7kpD77)CiGX2YGY6+;vqyd!+^S_hzcWUrJ
zOeLs{!9^qCwaW5>h$HyvakMUTi6p%bj482sDTTeSIAkt%g+5^W$}y6m7Z~ejeLHQD
zQQKGo>v|~NS?&LzDnA!~-JdV<wJ-7@(nz_4l1x8i1N5^`)G@VhHnE#?@D&9Ih+dXz
z0sXgq74TJ1aL|vq1V|;EpgqCA3GDG>-hCDiESHM=`34n#oVf+MYe^TCncX6mqoPi6
zzj;ETfW0d65;G!n@R;U?W}4=7I9!E2M3rB!$#NR`wf3vFUml<N;f6y{3){(h0@}R`
z*#g9nUJJT!Y50t1Y_ubLXpBj$?fbG3$zQ4n+7oDjiGo(WB5^f#*Q%a2=bG0Z1|?KI
zE|4Mq<n*4GdBf=cl(_(`77HTC7MY;5*PwMquM&^dEsVY_Gk@7-iY8e@Aa8y3z#K>%
zLbs)#HR3f$;Y*8T2p^j^+9uZ=&o|{&SGH~Eog%D+UlggoBj$bC8~2gxh<~m2yQYr$
z2JWb65J5B-IcM=G_Rp}44^7trVr^@+Iz9*RioZ;^*oa;NGq(cusBnleqV`4qGj)}y
z(EZJniHH$c8q-)BrBv&Ra$X$-XduS8u44MaqV)sx7_ohWvqY85Em<S3?xp(*h6SXB
zKv^Y;EV)>bsCi`uos&Ss^f9D$C4A7d6`bx!1dBuz^V?SmIW{jnL=qfH>tRw*r#mP!
z&}}B*;d7>6#2o%=??<EJfUVqa+7xOC{P)Tc*A5gcynp0Zu{MS0EX33N;1|Io{Skrs
zNv%X7ml_hEHOP8OV@d@SBvei}%0VpC#j^YuAU*5&v*w<TPX}0cKcrb~aBF>Y+K22@
z5ZzxW3yCeq!-uH+oMLNOlf<U}beZFJOdQVqy)lY{!r2M)&uT`(6%QAE*bD*I6Y2}x
zA5i&nkcATJZ?=5emIw<#a>N^1ON&<fz9h$7#1d)Z6vD+Y5OR_#n$C(`eociyqna)I
z93Kt7bUyIK#Q4Y@5xOoN7U;d@W{Vp`e5hCVc1kvFReR}}RKrLtUH@t+s_1*Re*KIH
zr)FUpIO;*;BW7NBuSHF?r}%yk{*N5x<zMpRA3Naj4j_H%F{dCzn2(AUso4h@^rO%p
zmzVzR50|>dlqjW|VN=Y&(1;OHnsF{(YtJ)XEuoh72T!1wDtGuEehhspWlW2%t^Vz7
z=HX55dR7e0u6PxTQzj*u)Wbd;;~lEfP?M?R6KLt_aCq|->o02g3o7D)6#1v*CI$;L
zCSk<Nx9j|*%ksuA9y{U@<&?J|tn#MQ&gkw`#cy4^Q-ELIjZMC*PXF<)g<zZ8j#9Zw
zEc*QpH^<~;{Gls8wXl%jC($+ZNq++t)%8QIm$$Ag3Yn=W^8FNNtQ3DM`=3%N4$zq$
zf5rMg3#d!Y#w;KA{LgYl{qX-?V8Yh@+`g_Dm3xE+Zi~xE)vz%m^Wn|eDx}@#r<|kd
zt#NfZYAdQFoOEV)d7{ROwLuWH!2HMRj&-^IhK`V4pD$6>pkm}MJNs_=!KyKW&@unO
zwdJz>4Dj>Npqg}x#f7UiZ3z3}Ii=ae*x^)dzV@OP26ZU!W{_wYF`vGSeSvEIcCqK}
z=H0dAWZ~in(9sub7t4~v5;^X*uZHnV4cBg(PnDe88ZA_1&(PAc6gQlelNL&iRmqWx
zKS}ZJr#s2Q)pHk9|G(^qp=ty`7T7HwruMA!UmJW>uC4{THZxo70k^$%bt`_)_9kf6
zi1ou_q#0&;y3HP?S5GwjTBN^!2@z9s-O;zCho!m$A865J#{=foE)++?TW^#JzSF&=
z^0b@D{;r2o3)eOzfw$T2k1u)@EWm8eBRS<m+@^C=Iso%188^<TQL__~z{IHCv;in%
zbFM>J0Cj4iy>ov#i9TF9igGhtxLK{<(AAh;#bV(|XNJwF0Z3wTu}s>w(^!|l{p$rW
z&!2SEtBl;&j+;!7A^Umx4~cGV=bKaYX=fh*iQtE~sQb+pbaCy$!?eu(ZjQ++AS?Z9
zO#^sW$ivr7|E&xJnHqqCs8(b*IN5p~B`PCe*m`N@^l82KT%g%@Leo)WuBlKE{MKdc
zle%+i0SVl=(g)MY-W=do=|8uAoRxUyZvYT?wQs8wFJ#n>3?cW61e}(;lf{#ji#(&)
zrzwCY=Qx4$6K(jA#Hq<*85)Iea%_ynWA5l8^AkavA4<)2=c&K(!`)>p{dLZL+AHYg
z99i$XJxY?oWJ&NN-&LkxsqyS_ZK1ULA(Jei#D{I@b^1?V|CbR-d?mRts3`@`PIl`~
z-66F7#Sbfu`yR~Hd}2A<`txV(%uEQF&2;UP01?7SFV9Ia-ig78F&i>gs;iVW7O!n_
zk@Cp23|_b9aA2nM%dXv{UE-UOVdb=#5_EIO3#Dqc&!awj6U+Hvmg$egDL+u5U>C4+
zkAqs9E9l^*F=m<JS&`S}c|)Uv>UYp(!9wx%vD<=!)^xHb(NVuk)ut9Pj)~JZv66*%
zcdAf_f2ZH~lugOfXh;kBc@&6DH)NH%Ugm9V%-tZV2N*-{D@{kjWNJ(G{F?3u{VL5k
zsu)y{->2-l%-1XLH(qLWE+nXxI#jdl0or(hX1TZnv@HM$q1=wggF>yQrrB&(JY3au
z#`Dg7A!B1_q#0E;B|jZ6k@NP)^9j({IXq6tzaMGX0TI4AsD2j*x!nvz*#Y7KARH{_
zrj{R-SQGiKY9`{67{hDoC+R~2Jqw@jA|9To_^8(m(CSLk?_JMwK%Y;q!!maOrGuMB
zQ8t1yqbdf_9oNkQjF&SMm9<?xXIlZfq`2wgAiucrHUWcL`+lAk_#Gqt<-EkV%8@_h
z4_b-wah_`V2I}y%k!Rw)IBQJiT?~_nYk>7xPRnK*r~Ap;uwu;gdf()rt9wsoSo0%~
z$*9(_vkY5YRFwB|ce^Hr?*Z#EI4I)4!ahVLCZ`ukRvuGN?9a^|o+!4ey8Ar`=mrpo
zAHRS#A#9usgZhBeW~Ey%Eaj@v>>$6e5VCKT*0j^h8fc#L&J8+!d&z|5G7l|3+(S&@
zO>QW&9zAFVX?4EC(<Pom=>SO&UuqS3%r2h-w2TT%i7utS*=AMD=9v6}UX>P}?99wV
z0+&%dWd6I^R)9gm2YZtoDt$ad<tm@w%jb&P&G&)%9_3Y*qX0`})p+jJnuJ9>ZNWLz
z3b~Bmy;`kLn5<emPMB=EKk$n}AvS?m9gT;+sJ*Gzu6gi7c`%tUqfX;p|8nnF!IMZF
zvAKGND!QlutpB^|5{CS}v`|+Sb#>3<EXe6{uRTCgHQr9fo$rt4Ulk4-rU0z|{<hA>
znI2Uz0cXE`<EHkN%&`U96K$5RTAFbXX?33mWI}+ST6Di$hlbr*bl7@Z;~?Eqtq<fa
zaE04-B2?j)KFiBLh?la**5{vW)j{3qNaMv$i;{7aO%>ZFcaBllpeA^%+=v|w&{>l>
z_Dkr^mVPB72kx={AVIU3oye&g8TMYkD17sTli~UatQec`dKdSmN_W4*lN;Xc%znnC
z$k^HG^(wJF-5?@TsB~8+M>{`UO!DWjn!dg+hb-b5-Rs}q6cS-x8=u2~00Cp6DMmV}
z`qtd{>yumTjh4H`vSV?R)nw5Iz--<2X={wMAh<!p90-FC8*bmjRx)TRNrLZh&p{bq
zp-pctw#C7=8w>~EyEBAI(1zogg&eEpgn(P?M?~rBzW&BYL#BP@mF)rg1&VVw?=yo$
z2%n_3@u$XEK*;)*Ny^%(-{{5#ax<vktK8|$-jPo(lgu6so2wy`)JldBAsi3y*>N6;
z5?90VXSFzyq6_MBZ#egg+DR>FIicBfY+I)OG<*Nax%Ps@IW~6QX126&{+lU@=flHZ
z(j??4U8CsSXB7oV=goE0i^I=fUJe7h$0_weH&?xSy)nzoe=GcTCW7*%cv^xK7~spD
zjlAu?9{V?Jrh3|Lm#NKG$?!gWnhtaT=jYGfEsUsvxb=G<%A%fN!qxhaO#k(87)jse
zJm5H3W8h3#yog*(1&mApN3W$>e_Ta!pPuDAw9L-FZh3pWnz|{?Yux@&Uq0)(-iiT(
zxYg)!AFJ;9;|GMH#CkYSd+r<u#0_cKzTF4%ixRRup{u>ceW8F$1@H_}K#ZTei0a}U
zN^<(`p(Y?_wvb$Z1sd2j?p&;;A~C(*oxMs;-cS~>>RA0byRn!=Z+*6$N4UW!_{}*^
z<m4dbn!V-oJ#iS>2ijp`1bGug`){OVO!y+p9}n}@Fp69dF7)bBln=94vfd4?M1&uE
zL|$H%EQh;f;vAwq@Z4$>O{zXewlTtLo%SR4SmwOsmj>f#S>I9Oq>Xr_ARk1Pr^efM
zrFc?h0HUw^IURK{31@-p<<3A-HRN`&k2v8v46sM_8?rV(taDNm)>zF_UZ=gJYjQk4
zbYQPU#2?!v(B?6@yIKZVV2viXf#ljC;@d@K%}FAz&%dFY>uHnj*WNx{2h=*wU4zqO
zf|^bej#t0os5!5OToPZmNs?5b2*iDOYwg1e&y1=|O8*QOP7)B5u@HTPKjOk^PNuk=
zjq?XJT(u6(+@=k<=nl@aKFm<G@;q(;kJa-{Lg#i|(0b(KtL-NRRFtb#vAI^y+KOxL
z&USVrs_uZ5ZglP3<Et21?IdWjTSL<e5KHxOatD}|NJ-Gh8>|7G!DJ4LovUU6R?oq?
zj@?O%>88w5qajNnn9CFn`#HR95~Xg0mPdyd3CZolDHEg9Mgk|lTBFVAPa<~qd6c`c
zCL^~4>wR7lv=sY|vCN;Lt~UwQfZAB&F+Z`-gYR;&$DuE_2vnOin;WzlrB|dNFo4TZ
z(PD|gKC~$uAh+_B<j`IEXHln~6SVF#tDF2i7Rc+0=1u!aLnJZ-8oNf|Q#>@7D$7-M
zW5NqI#a{RJFrWNX#ndjxj6uY3ybp<v`6yu$80%$=Y(#IJ4{olRhndx`8QX>qQRK0{
z^|62i=PLW`GQ+-qd)qk}->Ii$u@o|nC>GnZCT|N_-VaomBJ4uv#4vOO@x?|R2{z`}
z&IQ}}8|taL=nv4K>gsvp9AEMK{UIn@p6ISPFwl<yLKTpZ|3x6iH`6}D3)0}&G{J;i
z$#ENxbmrA$pga8P7_(d0?e6yTr)QpL@FmDNWzL=H{mKL%d*f(Bv%e(Ri+Yo2JXre0
z9zTL$Mf9reXxLW39@`VWlY-lSb;tjG(B`XzZvzL^{Datvy=3R?I!E9xA8T?iC5h+t
zT6PH`(7R!FxF5KjmxIhcO0cV<Av|#saYe_(I<4Dm&HTV8etG++W9#^8%JxqVXNj*B
zJsh44`ZRq6ZGo%xos8f622;s4VyxU7TXsRFDsV4Vh~Vf_Ypq!HCo;DgFPzeTZgKBI
z1-Ns=7olddaMJ7PC<br4WVkZV*g)wf{-6#zNpiFZ{QHr1bcgriTmhXDW4lWP5eK?D
zg7UKMemN?yUQ2gzr;p$=9rkGE5xxup55ned*hfp)2?Y!fv7lS93WWUW?!KB<y!aFf
z&^`Y{AlUl+N52U$L*ZmYm4Q`bQ7|z&k<)oDw0-FK6bIO1&czw`%ANtvF_ipl8Lh;>
zjWcN@M(4@wex!8yyrJos^^v0)r=iQhpcVa2&W_D|Q-3pC@iscEGbE%fkCUogTaW7K
zS5MnO?oifx?oaHf=N!+R*1Eg=LSy8c`jnyDtALb|bW(cjVnkNsPWQ+Ki81=aNxq9i
z0+?1PD1kpc*9ygnjtLI*pPnl-0M7pTGjF#}EY@V?v}f4lMah^37=42H<k|HJ+lj)`
z8858j@Lq0nNLOWW!;5Eg)-sr{Xl52Ob2G&3at1DMX3I{Y_r}skhOozP#-OYckJ8IG
zCtA$*i+mxYzo7tS=4!Ml2qUWDChS+ScPaNc$m4)NySx~}rPq0u)~%T2^ICAymd&+4
z-ccEM{-sR9uBf<CQM<}N>CPj3hJR7SkFg!D0c_I0)QEIv8h3=ayWo^}4+(n)dQ~8U
zQnxK-e2ke=lTlfN&u9qKG4174Pgs2imNDb&6&m&KI=kknz=<Dt>>f5f5=g3YS?LkX
zjfH5r+{o|!9mvJu%-dPFDagw#<UdG;6e!pxvRIUdHR^B_(}vI`y*Ck8wTZ~<ni;l}
zzxn!FebXmA==Oa~m!w}GMUF^7cZ9QJ!k~bB%L6g!u!#D_$a^z5;mOM4M?UQC%OC3Y
zk*WRL6#p3uI*aI3<=>`QzuPZ?K>oXUNSa8A(b-%SN>f5@j)FdONREc6u_s|%eHgbE
zd9jaUKaG!MCsT!30eR-HSB#VTTNG|oY+j8ZS2T%}P3YB5lM#e?MRS;dOj#w`;p@0W
zyGVl(j`9$s%!e5MgcX_+_bs2dL+cMVYeH}J7B)^6tqJpe)jEjftA$_j4{U~o-}as=
zkxzs`Wnsyj1_CJ=DxB&s<bp@jiG%$IyP}XuNlKn=x^73ABphaVA=h~;;vQoCadn%M
zpy~(<Y$(>7hi%4kZ{<H)<RtvgB$~;iowU=Q4VKYLCA}OMSNH^x)@MZoJ0ihQ`VB05
zDqd1|PVw-WWG~4TBTL>|dqB!m)O)*r4z=GV$jQei%oM3e%a|&!)YO0UQ_BQqCz1oE
zZx!8(sHi0EK%yu6OC-Vu5c6`LDF9&&MfvP0@BE)Sz~egLokZY_`FTf(^JPWgCkBc!
zfpU-RVnQu)6I&meoRzWES-yWZyDi2-cGQRpaK?*84cop5D+3#88I<6kytihKNkiz(
znIFeI=Dv{tr@k>_QOeJ4A7l2=2>fuFr!DO6zak1UYlsleC|_4jc0R3r!4^qhe<u~X
zN#pZ=KcFE2Ji<6C9;oC-kt!W%pW(IdgpIS0pjh~xTtfGBfKx;uKBfnzu|k-UI0RS&
zG4>~iN)Kf)B_ABz<L3Ss(HlqMZ-CBag-3}u@`Hd)hT+7t-=xRQ-@xeu&FQjLFQPfb
zp6Qmns#Oci{Mq`PX(iHv?KaQ)@tUG;ojUGI)pm#1Of55&^a4g|uLngOSd6);Flw2<
zzSAlSUzI#5@K<SJpH{`YF9O*VveIh**bw~5p|{%&lEdkwpiab++UBL~yfwk)saP__
z#}HZNbSD!*kO51mo@<e=ndr>0|5QC^{#L5~K4&0|Xb9U;4%8>lq#oj`0cQ{{E3&ys
zzrGD4z3=k4B>=LR3=~YxX_+CmQj7wO@4Nn=jP*RI@?RY7A5M!B-quGm6%igj#3C|q
z8~j$6WqfOa;@)YBI}xh}rpMs(z=WZe{-#nD>1?LRb!vnuO`8dIl(>taZM#E6_VJZ0
z9rN~wp19u?6d<Dzl6Y~k+*~l<#0P7?TDTV>n8JfYku_x|Bcia?76@Nek%+Ho+A{+&
z3Dji=;^IFOCB0lTR2C=|YX2&k<DCdUSxzW3r#Ws*&t&P%4O_{p{i&TEg8Y!^U32uO
zVmt~&|E{Mz#pgendaw^Asn8npcnHa@^atxzen~1b1F>pxzeyAIJQ#5o7p0T-2L3n3
zZG^8QD%Y#t@Wm(yW0M4(-mjAP861Pe=Sv4^@OWyY<GQgvvnXQ?^ny}VA}`B!Ub(?;
zTo>1&R-=&gn2%>3s>lV=gnD%-OgH#ztbF{S`8DlRng6wlsBV*K!RQZiBwN>jm(B$t
zS_S-!B-?Cerjx6ag6MvHA^Oq&**ol9w70EWWCh|E1Wsv^f2jQbTQQ6x8#-T(`azm)
zn?*+uCD2{#uG#q0zMYpgEqLISNw5^US?Vzd*QXwjUX4oHP*fg&Dz_<1Us+FFGdOy@
zH{AW}ultn3)o|0@BIvqb+f;$CXq{oyc>?mWOWl8nR*hLY335^H!z9%8hIxFs-830g
z)e6!35J3>|nyAf*{Uv|PU5;=Kqtr~c3Hqs0UL#yG3uo|*7&#ToHTV@ev*?y{s(epu
zDfznS+s?2iUh71k{k=feS>|u3+kdIrzpBcAR`;MIv}eQK?topCbX?!xr{eW@e>N5;
zM(xumn+-5!*0)e{L9L(H<`!r%fuPRzJdwM2)?-kMEs>w>y>K|^xEy;a9tp9Us-*u-
zVCR&rrpubHjD4;QLX51cu8Qc)wl7(~ua*7PxXcFy)l5?zn!y!R>@bDt6eb<jdJ7>I
z3s6}Dp?xsbVvUPNd!yh&X8g1Cicv{HM(v^8=pCgl-P^7uVo^DH26r}J(G*##9qPj(
zw7+=puO34N+B^9>#6OF8%$bWA_?LpkpaPvmK*jdI63M)fqivCL;T@=9EPMO;Qr1L-
zwnxEkj#<XP%Z+!!$S{E4<II`LQ}~pT9de+<7bnL};vziFO!A?e%4;zCO4jG5q!RI1
zvXsJ0<~>|3l>o_Ivd<kR%icQy(UvJilf^vM4u6;H?obnjh*a9wadBY{D^A#|9^M1>
zbETt(xv2pNc~Ngf;~mRG8Q3cJuqiBq6QR2fs&!#c^qa|uq@n*xxPNdjj&`o=JDY!u
zO1za&CysixD>q+Cv{gnzCQ3!*CaZLMW~qlGOFWXX#BjHpEzdkv)rGw$I+Z><Yf8Y7
zy!w|ZoPZy{k8DEPTK@Cc9j+t9+BxivjjY*lIo_C8^o6hHKXgg5ov=-#v~8meHG%?p
z!TnOqvmy5>lnxW;AZt!FUpA4*Qbl{I!L?l_Wcqx?Ot)p~;J1>}a^Rt&Pm*gX?{oBY
zYo89lz5Cqa3LwWP_UwPa`hS80`UX*40UIPAsj=*UgRJ(5tbQynneC=FkXr6-ZxE6l
ziz#JMv>;xFey*~e(2sd`d|kZ#-#>g9YMygMQuLD%&v&oow=nP9)pAPZ&CpZ?q@Qp|
z20#C_`pToO1qlwCnh`mwvsMG;W=viaKhLC!^6J9{p)l1>ZNuQJ`mf57dU)OgGxH;>
zDupvVp(g`=nv}Bw{E_#8N-KZMDuJ!fvG*ge`ByD^QfQyZlz({%9<ls)BDh+KuGPVW
zmIzh-ERCqm3QS!xX>2J)cG~9}L#tX2RceKl!V>r>GV9>z&%C0%^`H16U|e(qoKceI
z*`>82(u;CvDAdW;3Je#=!~!whgNEbVMbbCfs@3gQ%vh|NxX6oC?FmCLtM%4=t(;ft
zlpOtckJZ!68ekF{qWsI|B-jpVGwf#31tnC00|zrbZW2Z&2g@P}#+@aeY&{;58E7$o
zN{!bgfE`#o-GLE7Q9gen^cDX4L5>97;kyCHK)=k1iGzTu{`8o;^}hFJ8+jm5ZOl#D
zDGk49+7rE2W3C5@W62!pS8eRJlz1`xK;pg*uCw=8qaahDHOQ4m_ifXlf0G+j?19ZB
z$y`eu$;<e2RLInU4JRmlQ-qu|MJRnaGWs&Gq0iUe4J&pgj!hTuXH9NNVmF+8SM)|d
zN?=@e@|2r{b(UTC>d*MSl<uh)rC*C*{y~$EA1SuOr2AMsDgF)#XGij%<pwZCd_jyb
z8k+*6CYiPCfp85%;2L%PExSQdUt{AE$g(Pv#s(>$H<^rh4|EZ;nmDpkN@Q-*`?BM7
z4gJJA?4=@U12l873z=a{>(5~cLAbUb<5qspw(<>D`D!#MYOWl)3NIXV##*!2u#t^Y
zP#BqBgOObsr17`QXfXy5Cb<PJbM(J&b3;LW`SHoYjRAJnanI!>xAs&^yUbAfJ~XBN
z=6v7&ce|`M?``}aOX^HzlHpJ)r{{y~?u3<zx%mOW@8?8#hXSXVj=PBV-rk7Uv72!M
zrt8zqA#K_~DMT&(utL;`^P6Ozm1}rI7b58gCEey={cak14RuX}fN74nZaE%9^}BUk
z(VI1Va=~L$%<|Wc!gF{le1gY5KO{wc4AR-q((eoyGHFhMjS9F>JIgdNL7*}70x}Td
zDRKIb+VuPC33HN*OQn_SxV(w;-b>zQ<+c2qV+r1@NC_*1!*30TT&8TGi))`;>SGY)
zW{R>=wSZLdpyua3nTMKu@i|_i+aPV;ja_Y?tg^`F_it@C5Sr^DhqcL_*{)|>WYr69
z5B~13=(4xACxBKne_3yIsj=2DFWl`IacU4Dn28I=j9T^*7mh~@7J50g86Bo|3$`^t
zUS>^LV$e%D&5}ooskv(Fn>vZ(U%%^R{PC(EPw0IM>@L9Qsmt)OFP=8Y%W&<%3cRg$
zKTcrPuG!@DB+n3!5=nEPkX`LWF3#%({PBj%ttcc3*Sdi3H;td~uyHexOz5U6CF-A!
zShE@6P)J@LZ7idDx%F}{pgmR8cdtL{N@l_gpT`bBl?XUR=!I|I0F2Ta!W&eF24t94
zK2P9;gQgp)x#^($ai61Q!J<d65!JkPTil+5<90(_0;kom{bKXbX~QgJaWae>5Rgu8
zZY(z4wz~jR9gfyjf|bYW+QqoqT9I1i@+~KC$>;T(He>?ZNg^Da!5%;aFiNv^1<pqT
z{#ol|PN#PbrsLlZ7mt>DV|Gz^_P*2~)HpfP?FS_n(2X=<i5$&78h0XfR4u0kEK(Bg
zFF83UtPUruCo7dxEQ3_myUDvem-{pQx4y!rnW$g=78(N1O#*!O9f7uhu;u*GGPGsW
zF)t`l0MbY)$xln~2As7^N>u9%BcKv(nHL_U1YEXpjH+cbj%W)KuE5@wj+G?aiq3lR
zGp!<#q?R5OtrNQyk59q1;+HPf+`|iVN({l<3IO4$4`jW@P)K}H6xvVo^MR4$VdGpV
z{z^t3!InQ7zj>)tjIh>JXv!y+PT<Wfw=`$)tgeDuuVp(qKiljMwv0b4fmcKSl_{y&
zK8pe<Rjjf`gFR74CVox!ch35FlF;i5YZ}@-Kn6=9K^;EZ#-Me*&}SKL#mL<rr3Oxg
z=J&;pADGUKXS%*b11QLF{||iEs9n85-ev$p4Sm67-0EMwczv|4ya1ep#6=tU>kj_S
zr>av;cQQCtDm075r7ttDtd5s=H(>h*7?*Z4+-4WD{*Tc&x4P{cGR>V)Uu+6^Y%W>7
zS%(g7zZpV2{sXLl3o)G>gMH1y<`f~Lrn7Vo4<xvzs~zPJ=EhU(fR@5nSYkTfg^|zB
z&gY+#zPx%z@aXpaXz?$%uTw;<^<&^Y`Rvx(C9eOve%Jrk^@~<}eb+UtA4aT56rGpT
zjVh~Suqa&C5~M#<JV(rn4_Gr$p8;}1BD)zfT8jHc_H<eSvOUyHb7J6CVb_p0t6YKk
zhlxBhLClhIfuxsI8Y1*mAqJG8w6PJ+r0WP+8G4`foaq|;scegxJ#*j9a}S`g<oENS
zlp5=J8QHQ^n#Cx7tHqYki@*}4EBygMVk|(AFU)CKu6};8;Kj?w(n(PVIxbj0DeRlc
zTM_9!G3c7A@=p>6mB}bLoVGVcn?P||EZCe5pwt%e0LF5oRGS)M#)wJFU0zRWA-Dnu
z>MvLuc4a?&9%l|t(Ea|RuQ<N6>d7r^S%2PlG7#wVRLR8{9ahR^#wI4Tk5d-M#x00>
zbB2PoJ?nvEgzE>gpPtO1a6N%o_R1ccoJkyqxOFlR?faoD;8>2a^6ph`PCiCSe4z0I
zamF8g80hMBL#<Kh0nv<SvEH#OR5Mc)<$673an7um*xZ)`&q%Vo6Rti4IEa8IJCr(Z
z8WF027D(T^r7!at=-?^7axQ3iT*ov|1BT@H7$W^w<JIfHAr;_M^W&-B3P5i|&YNi}
zi~wB0hlSYF!#WY)mW26Dd?SX1qvY)MelK^QRn0-E?a*d{Lk5a(!gXDc`w)AuR8P7v
zCA&=!f-KY<D%-~MB5FR^j;Bo#;Aa<oSaHydO|Ij&=9^}2LwPTgEF1iBx((Whjv>Nn
z9OxsQV))&TLckd4c<TgQ$ElUH`<C|CJf?W)!k_cb#+Jk8R8pbPZ^jGeX<U>Z{7c3Q
zd#8GTHr~v%k}RBwF;2R)FY8%Cj$g7I$`L@rOcVfFE5%Vcl!!GtO|RZ}4$$V&Wg#Ao
z;~)~?nw?DM(1?NAg$6k7L}$Bf96Z*XmfX765a<Rh<NDI!P?PgL3Q6y}n#^0vl_5)r
z1Z*ZL8la6oM;ic~%(FspvdY!he|^mN;~?8i`ZCKtSIJ4#VKRA<zGhw0N5|r7?K-4l
z6`<tr|3`dj2gH}89$c@7(GPrMHhbfh=hY8e!?D;8FN$(=*Q?TaH=GyRy)VpcU-1Fz
z4B?|X!(0cdo%Oh@*>uK0!7qgvhmgGfW3YGHTE;o7IfWlOWo%fgF>7}GX_2(~{u|<f
z>v)V2>M(HH#D3d=6*%`@W^X3+WN_Zy%ihp-8YV)(F6cI7jnn#^SJa&pr**Mgdx~u}
zU&k8PSFGLKp&d~_4uUit<u|JwUBFJ8Z;V)(%DqREC1YmN#x<S{591Q-Tjye6xBaw7
z)}+zGCK``{a!d(gwmRYxOi&w*Z&nyZ(c4gzk7!317tphgg=ZHvmVlp)*??n5!bw7X
zTXm;PWrQc5&yp5bZZ@@8?i>MDj(Od!(G)4=k#wRth=%Uy%Q1*X>@fAU(_z){V7HIe
zA!@fyKCG$JC?Zbl%EW%0I!p?3*FINo)Ng5u4*g6PIEp}Ebu|(p8f?%9{2^H^$gcVL
z#x|5!7cqhghfOODSXES}e>trmZkspzH5)wcAN2~?f9Msy4X7F26@aMWd6U2ih#D0h
z^RcAD4}3-kD>8wI2Rs%#HLM>5q||?WIlsvl&|9H-eTFWOHPC!QDCwToh9w&vOrUY@
zn1<NE;wCXsP8Usk|28r2Ta=tJtv6Ka!z6lfUU%WCRL1nmYiX8Q<JS5}yK&JhA_!L`
z=?LtGN{GNm_)LP}p~+Hr0*?!oH~Mab(%_tp(Lwo_xAmhX5jeSW8P!xt)XVu5j%Ace
zA3`>L_;QaAc3c|tMv+Ncc$7YG3~2B8`x!lV#uQBU`N||WuuW#0eagZMYJU_m0O#qG
z2m6ym)DXq|zxQ=s@4>hNc%I*MB$l>ZJif`SFZG-$C~4JTROWCo7{EvlE1FFz*}r5K
zRckR2EUYT~5z}s76~A9y3*(m-7wWX?m9NKE>{as(OORrN9s4-yfzvn>%>M!t#8;Ll
z7Ad?Y>ksxPiGDi<5t$VLeHKTfnp&a3U1#N|u-f*@)gwfIb*n_?)knh#%f$3KzOTA<
z?2__iMQPjVuBj_jJ}BE}kDezqhO=&6RZH~SWWBO(O!u&81G$mIcF?=XKW<tnijB_i
zLQm|%zZ}D>x}k3z{=I2xdB=_~fR|7#muV_b$uZ(16}WqnN?U{OG8kMP#K0^`NZ>=q
zSgy0%DUafsV7lP%qGTZM;LY@jMK(l4A!=4-9vjbzfYL2ui;Mh-W0hUZ+urb13^n6r
zOx|!qegS!hed<*}C#?;;!&DZtfFAnCbbah>zf6gD>~vEamYd;a?PxB%Dbv-Zr(cOW
z-Bki%IZ!##J9RXQevh<c*Wh)q%=T~|fsh3xRng~zDFG#eJ7V6NS6KvKkfGRArwseh
znVKrtHeoq7i&X(3;$vdkn<sj&g%lJ_^5_Knm(Tp^0{Gw5D&W3V>P(C&TsAd1NvarL
zmSu)6Y~;_1rXsymWV`4RZ(_ORsk$riIZG)+3mv2=ZpZgf84Ium6Jmdh&%o@<AFpr=
z_=s)o*l4TT8mdjalIKN_V32d+4lVnDTPz#3H-Yp}(H2|Z7fms75+NMR5HXlR)}E05
zMgd(M*^oRv67e=CMz&>rr9m~}Qawjx`gL5X?~=UU*8f-7Sw}^=etln$L5R{VB13m~
zDGc4+APqx<bf`$f(4ErVNF##O03*^3(p`g;)O&-T^E*EAK7YBKHLNw)eP6ZrcYi;-
zh#|`372Lge4uxHx+<@$^n~Bv>diCsAZ}8<Sp|w*K^2fQHqKTE-1>$$_e89eIo^*Pf
zm-r7bCi}+n%_8{)N0<;K)BhBaB%Yawyj^S}qr*natCV1o$M5-LK}H*Qn7rJF@w`cG
zI0L_MHy0<051)2e@$u&z!$jhXllx8{^!lS&c9d=(``Km5FEM%(&{Xat!=l9#KgZXL
zs61a2OH7L+Ufjj-D(iGZAEJ@%a4@7p<E`5ZI;74<?arx^<sm1^MeV}w8ZE#M^)|wZ
z;-LDA5M9F>28F8zt51s2p^a{%*80(Aa%^;qeR5dUqG3Owy4%-B=-p@3NNzd8TBWXn
z+a-RRH}Y-U!u~V%CjbM<fM4aIw`p3Ghs-103SALd0hut_Vx8hkeBnu)(&pq7WttUj
zc1~-lJWJE_a{d#cfYJ&t8T48c**f@6tNIlGBx;!?Rv#N&dbFU63&v)_ESg(_7N*o~
zisK-4!VDEjgf)U|mEl-`LrOhTCXql*#av2tRhFtK>TL*U`v-=){%TBH!g&&maL^>m
zG}LzebxtStB1;n2eBe&J@d}^*yDHtk==xi7e6?Tqb6TjF>RVAsQ|m~U#JngIYaFYb
z4*hDOqK{StR*zYp;iwO~N4@9R_OTG}R#9U~B>%r=@jelhv~-+ieouEgd(h&+F>frP
z9JE^}W~Hjg{M=5kdTVl?`tf&}0xkFnz4bGa$_^?q`Bf~9ga)I-$>Uy*YBW7A4P&5C
z_8#_tim9GZ2#ctEn#jcK?-y>CY*H1B>XFp<__vl1vsiYsOEi=(t$NRB^<J1_X0Hy{
z`<CluHj4W8MXyM$2l<>G#Gr*83}zhAoJyfs)s`&VXBMvBXCF;kI6*}$rzuWeG%J=;
z|1}WDADLF$==7c$GjCW(-rDEKnN;C$5K-|;9ED>(;0vL7%iI3Xl)ibxSZJxHi@$ZC
z>`>%fcib<53)m?*qoz$OmMrXA&S~oDABK845oUC_;~98$#OIzavw!JJskyFr*3C7`
zlgZj!s|hdKqf_v<?s)W4G?-5rD-(S=48mgN^kXGt!)#~^wI^qSQgtrJ<BKfkDT($N
zw8>(SxfEvCZkd~PZrf0OWNC}(@Mz=jBF4Rp4R%kmmdJL(M9GySVsdW>M_G*LNJgJa
zFtMW0a8&4iL-0Vp>KtiDw$n_qI+M7Yf6JxO_{Pga^&Hf%u3Y?$u84RIGV>t!;WwUo
z0%rwQ%^zg9rS*=t+cXLlpn7TiTlK<11GS(2*6dD0ksAWzBi|;gkfU}cYYuIy(+Tz=
zJ1eT(Gl*6TnHaiXAn}-aXeg()_hTWE4T0#z3n#z!7}!n@RzJ49Oy|-UP+#D8y1!5?
z?DcXTGS1s3oZ!(k_fuCvZI_?JHs0hyRQ0H_pamU?p`18*P|i)s%WdU6qPW^O$v(7#
zQCN!I*skc=Dd~}NRphx1?Dx3?LsOg8HYNfd^;UXMusWVzMK^f)x0&NW?C<^-jc!to
zk-E)bo<8tFKNYYE1Nvkn<kzCUJzfE`fXR!XCnj0^QIQc5^~qkIMay7z&NLVzy#V_=
z?_#Zue0hsIJv3#6sN=q!J`YOLAuQNNiQGnFJ3~OY64di7KS`BaS}#N)PNIXKnenFy
zcNmus8B0bNRi*3!;bW<k5k<kVa2{wb!e5Hlj{poo1!wVp;`TbtJ)870-4e;6<}i;q
zbmCt`2$DXo1|`b^7c6h<67687G-~QSy0!PY2kH#M=?Spu#a(H}URTm~(E)X*Ce*tL
z@|C#W`bLFkA~yy@6e>(iLwuxvr&w=JnE&=BVUcSAm4nKxA>BD8s?zU({BNYMDcu>C
z25qz<9aWZ|d%9~~m3HA6Y-ibd)tz#rh$+hFRdQI`Llr(I>PLn%D@fTY2@^1(C%Ge&
zMM&~=B2FUmUH8p+KMk~~JK!XK(&+Uj^r85mykN=He!uPFn-1Z@(vW&W&v3m64FP+R
z2y>rCMQ0{X3cW@o-;mMe5U5JiIPPbK<`O>6{3%`?zmBpY?L#P$Qe&)D6}#44M^4_<
zYqCC<NnC0>Bb0ZP#MGc}GyG4iZ>lEO1|(MJG;QPlm-809czB2JZ*Be8I$i}%T+w*A
z4N53?!N})`+`K2Y7c>_#BusTqjLyMbdEwl{+sBaWkBuS(EYgE`!%>YQdS*X{IOx)3
z-PMCl=#-*{qy0`JF)uJfYp!Al4H)CE$JbM(!0tz%)ew4+l}>qEQ<<D6lOIM#GhNg|
zBsmG+Pj)4zib*|{*2<p|wk8dUd70p+rM1}oKvnXzzpHoK3)%Q75mj|1O?x@B4-VaS
zS9tLcXQN_NacIfN>z7h8nuRSjlO*|SZY0!q`XF!uIYs(<!orNFt3E{N`W;*Q#jDL?
zw{QO;rs2iEOEpk#KKMP`*}(CMq2Y6uFwDcWbh9k2odD|lIPKouM~$=wE7q-4@NAK<
zE7;ArTC7@dHG!cJsa1q&(?~%(MysUXvY*^)lhL!er9!QS>NLigL5=`%YvYxxVTxdQ
zkwH@>t~O(tV{h>puMT6`^L-QPfs!h8y~@fCr<W<SOU*2Y`>4qmLqvq3jvf;o0~sa2
zjSl7(@)jiH^*{pBsCpS>_Ju>}O|SeIaJ@OLDSQ*JOjdjL>0(G$xEqdV^)4!~aCF6-
z)|EfzFQ#F!<P*QN^v@0{BXl{4vJ1>iQAUwcad(M^p_MKOg-pMWlCcIMOjP>)y$nsP
zm`+L{y!a;d%Nmz>AE*@qN}Yg@e#;LmH|N%`51>q-5gH3wX%_PIZ}gBKsYN3aKjnkN
z$_aG_pG(aq;0&-<=F%U(NUskcffeb+;Ylh>^fr-+WriC*&_d$&idN<`CNav85lo+a
zrBL>Y?F8#Dc`8L~=LQG|b83O(W}9ng?J`_A6}rgEUR$K`+RuxXUgfB$NfqKsDKbpZ
z$q=>iG^Whhq&J#~inW}S#8R>2!GtVuW614{t82zbG@Eiiwe(Tfg5$B^Ha54YPJys_
z_^ZXRR>9vJlZmSuyK{USvETg)A)dzvlip@;{=LQhy8`1?GzKP~m1V+fHt;hI8!4@X
zeoi7B0}+*&bxC9*MvadqHSnu<@w9JfoxU<~3}2<FkmVLE%HsZ|p_H#3jPrHn{T45@
z)FQlO@c!ub1T3ANM?~E!c*$rwq`!Q~ilq*elmCvDZ~!9hw?B(pS|M$cR*PY-t&CLy
zs_xlzM0Op4Mig7N`r->vmYg+?QGDl8#S#J2q0!Mx1+jBxNsKWLs+loO(Ou{jH&#E`
z4v48to<vPfOH~W0K|NUle>YiyMr~vy<uh%R8PR7$j8?prn+-79){TWw1aIDD<jwG0
zod1Y7-Ut2TnR5{H<CF6DHQP*=iwRKtfXpk^g(<GPSyMn?(!8ANUYt)r+t3lpvVnv-
z`J^wJ&f{yX7^-0yO!Csg{FD!op9|aTP3V=veJ^<lU8hY5JRNLfnT-&aH#%J?sm7px
zP^PtNJOc~3-{5b$)5<f{BiD-|;ztC+E&bpory|h$bu_(?p@S%p#V0D+6@NHFk}x*b
zhs7Ie3TvKUi9kNoSJyX?EiPz_9}Di?(OAN!wX?dYf{K0q!-PbTV;J&#+Wzvlu%G~@
z*}pYTHgIK6jh}Kjcjn+Dz<x}0LNZ+KD2F*0vc#fB!5no`PoL7WLVsk|?$x7`W59>b
zX!@W#-d8hwL3e*X7^o!6of%j1w@+Vh=$h(N`HGa?rP&UN?D1L6eFk4P!IKl$m8VEZ
z*|%I;<Rk6YM)e|pVZ+^_Rn$NtHmKkd-*{n|$heYht;5D<S|-_N?NI$f{Od}C7a<{*
zazC*C!sCVu!sXU=FEvFREi=p-10}xK=iN$cK<IE=FT{cpgxn<X$8^QO>_Y!_k^?3~
zJo;Wl=Fd=(MGMsrQjZ=cmByM*I@e3Wuor0*;wl^3bH8DmMVFZ(e`I9xz_HC8qK_VZ
zPVr_n8{>i}5V(|Mav+>fi4cn2``C<6Je3<Ng*?7Sl%TUKvu9xyhTsssKYPNOWD^}G
zFPk5TlLv{f5L`94yMLTvvYLfpF)g7|k}R!le||~<>Q-St2nlOTuMa**msB&s0*Nq}
zJKg2nb<y`r^BX!C9bEoqN}btE0d;p>LA4H+djAC2cV65464^W7k6Zk`G5_Zp^66na
zPwXSUclWD@FxgWPUi(XgcooFT%7%p`F+=Dm!-_qr8T|uN(#Egp;y(X%m+Hg50IM@;
zXVePumQ0Kh4OZZZMo>qyc&Q=<KMS~9WZlXHQ%9}PVn{+}LJWeVD7hg)fW*0UwLrh!
zJ6=H<9>+dH7WcAWMUILxzRZ~FQnJg|OeXP_-^zv@YJ6!!$Yf@$k$5Fo^1^RlQCBhE
zlx-)p9fWgRT|{6R{V40<zpoig`dD-1+naw}t$;d^3zJ36^|Kd{nh*)1BB@OL1jZz8
z0}G+t4kby22D)he0$yDzq8SDG&ns%++D>KE(2;Br3A*7Y=Wm12;ervyhfsMvasPbz
z5SR+n`R7Qs@eHf9g}F69mI?NyFHhw3jRNR$kEaWMvJ)9aDZSL&u{M?=I`sT_t!=rt
zthSm98F~GqQ&eU^i6dhueDJ^}m@*`l(@uksh!H(r{EoHksMU~@bW4r=bV*HdgIB+K
z>|h++Bp65-e@MLv-EVE%z6XE<V$N~8|5!#|c&CC?*Hs-!jEFde^m?fnU=);<mfAre
z8^if)e)mrJ0ep-?GKY54RRC0HK;Upya8z9>%6+ACdIfQ#);S-y0%~2O?PWXwqV&1+
zfD-Yp*Betmdou&>o;3Cgxv8IzmKonC@?L_Uym35V0yu(}I#mD}(0OalYxj&>*mG(j
z!N5g4;@L&g{`p=x%2Y2o`?bUT<-m$#M*m%a*-!?QnNOvPv6Fh9jin3_SMI&AdHHJ`
z4vQ!;@;tU83)il5M{larQ^x@+LUaB1Je{lW?sGopj~l;V7<WHqsd1G%0sJ5Ro|i4c
zR~w_P@T)c72lUUp_LDd1I(yfC`=zMoT(%zAJYuwqc=9r$|Dro=UO)~ULk;CSFR=tv
zwBn*7%|>f@yFWdkq74C1Kc=R|bbu4%1#n`j7;e&}k}Scg<TVU^Q;cFYd^Kq^jin3W
z1_B%IbLI;C+sS+0WGR<!-*|yyd6m2{-m6ooaedeM%_%6m*~O9Pyjpq*9;jU@J78jm
zBLWn&)je_pjd_0yjd}J4fJ)iw2$>@OWt+19kHd-~G>{Pa5;liZ81YqZkV3LgCODgR
zuZ)~aqCi|wM#&dA5b6D5o25zP!}<k=t*HttH)2GjmyVt<m((WvYX;Q|B$bRBH_b-i
zMSTPvN2n&OB$?($z|9E`n?gjH)jsMI1Y3XC{j}(D;AFral(fVWJo;L;=*kz;e_8OR
z0agJNM+CwKNND%y@IM)cax|9;jP&r&#)3xLLnSwwrc@N>KIU%MifsfNJFpK?e2=o3
zgT?Dpd7Okz>eTH%<*K>noabjxah}RB!)sXT-gP>1ZM6qd;$Dle25N6J#OVR~)K#PB
z^QR@XAQA&T5Wv2~Pfm8ch2LytM0pbkd3}a+r+W^L`>?*b8lsd@k09X>D}9T<2^6HY
z)!Uv48(P}HTYp5<1+QBf2v#!UnaBdxv-~df6M?-m{5gou#K?%UPE%A6Kto#2&ulo1
z#~7rgR+t<{HGVR&2DnIq)&W^8>P_b@G#F2Pe2kk5Alm@G4t`CWi~0p{jrAn;W+E=>
zNJH5;K+K%;JYlUJ`dj`I_OM4P2DFjbAVB}>6E?i5JdO@c=;0N~u$~@!0gg9)Ojr_C
zP{ZnVdIvPsSej`gwa~Es>3mnvbuR1ryw#mvsGzufeh$E;0<<EZ;~LR?Ig<HLZlYhh
zBND7UT=zc2>9;guDj8?HbwF?ZDzZP;mE^$bYo$7MV)Ww-6}7fb)4dM>-=7RP6tA>-
zb?STy4`32`9(}X{7?1nx)bfo#o6KuVGv-TqEezi0WPzrAR*p?Lf-yMpjKtl8esmhv
zDzm-MwS1=EuV+=m(tl4X@y?1r9##2jOKb}BN0!>rEFUOEYcXI5_TM6)Cv$!ZA}_-j
zIaQLtxeVp>qY)*KH>5R$qr75dI*fu73|wGL+qy_#i>tf?1Xd3I4t`RJUKImQoIOMj
zckSp3bM8kENV^X2-YDH){?aOI{+a<hChjJt-E6f}WzBn(-vvcNXP&66?j9iTvgg=w
zrNCCS=XDwz-@mgzSd0j==)Zej!+7HW8z~@L%W&OZhGiGi(F5Z@{J9nS%===+Jj2s!
za53VU&;I6S5o*<T?QnmUP1Uv_temeWIqbF=rczN&&Edw=uzrFrG(S~zt#$TOIHCC{
z<0N?fbm@t$j;29tT9CZ(WzhWfZWDDnOM_j8K47quOXWf6B%~iVd6sVu=bPKuT-v=k
zf314iaWi*doqe9B*Eqx1^vuF7jYW%q<@0he;Z2nB!a4oe+|~RWiY&kviLaXW;F;%-
zp9YtR>2bZoPT2tAQDVT5sPX3H5%@>GRyp7{(vh8?`bGO;diZ$L3C68JmPMVOdNNu*
zf7BlO2x7HGOq4w5v-ZW)=X^xW;JmX7I?YD7#;=h+_(_#(OEz6#YU;~yKj42P;I>WN
z@)&5{&yeIpxnU?$B;N1G#Dn1jXe8IY-Rt?Z>iE{y<E|9aD0*GDwuAGXwJq;9t}ZA^
zt=oY_Ujn^P4#^&^>p&*s?TzLD0T}fJ5#L8MgqM2S-v2aVlLzG3KoXZ1K-EF81>ngu
zX!w3w%Lzb&0M!`KfJ_JCFfn(2o4F*xHUYDY@b-ujK!n}}Wu*&p_6~(@X^FhTTSN+q
zEhrrD^?wf4N{f1}5=T@UVr%_!PDNH*F9E5ZSHYw~^~jBIp(ggD`>L$tXxi2qk~Y%M
zoQNh&FKT?|g+t@%F8PN`0g(|MMI!Jm-hkNr#-|Nvh8>;TCCl+B!6nx5b%ta5;?M7n
z5;!F7S2DKIUfmy7>-`kS5_q`qp-TrgF;ftxL*0u#y>g<MlJY>>iP>^0za$1fIL#*M
zDS!4%2TcMvloNsQF_|E#KAH2>^E|?z`XqF6p~F3pkp$=Co^`XG27eISjc1%55ZD47
zg?%N&04+CEZKyU-Si2=E$YUI^TLM-!fDWoB$C$!pN6PY{ZvCQrZQ$7EF`yg1VV>mv
z6%iox&xDn#9hPb{<`3>;dS6;mLx~C}+R&aV4%aCtfRfqm9FRB}v};0wx^}rr2w5ru
zg67;^O_9V<dy}s&Zxvt~?i=Ky>+TFEV5B`9NMpM87&6bp7$kq=X1OMR;1wPel<s*2
z2Y6vN(?ScUQvQ?xM(hQ++6;bhykAiY9N{PNWn@{Rc@~H}#?Ju}a(S@<sJIxk9mH1n
znsQy98y7d3Vk<C?r)3nhPLH3?^6CZr=aG)><zRMGa{XXimKgnB;}*(|y~}u-f-67G
zqhM(Qz+c+|UtnasICD}_*#+3PyEiJO__nY|kTvFQF&CDSj?VQ~)3rEwzHxcPQ1skt
zd}A<sGd|^OaamC!yX&C4!PVq^hWiqL&IJ|$9)soq@a>;)nQQZ{+JGo>B=4PK>W{dD
zZ1sC;8tE^=141Wbxe4$@emmG$>Ei}nAHWI-n6OX$4K6!<>x6IAOP@m=o6uWl6PBzw
z*Q{B6ndh{^v+2<hwvF#m<{6x&?>W)ac@T9cx<0c<=z!w>X{S4)s?}%r2RUGua$+bS
z)-so;%mOq-{brM+(ecZ4+`?ZbD_I_U0~;qoM2bZniO*0$au}(pxNe~8Xn{SRDUlME
zV^eCMb0wUKo4nkyw(eTnkh=nxqlhudhn<FqS<d;o=XDw)_?^;-xd4;Tg^XSdM75d`
zg4w_*qK79UX{k!=A^tdpXN5scn~wRuhLa_a7cP51dSLY1<OgL!L37K)5;0K%=Egh8
z+<qihRdCijTM+%6ZI_Nh+Zxl=Sq#fS#*KnhwB>hJu2R}f*B?*m=-#;fSaF@#n=I8?
zK`$5Xu40%yJCu5SQx33XEbMmGc`b0*PfS`mS8q8So}9dk<OAtg6LMW9Q#l^T<K61F
zl#nC2;Tv-TBInUoo$dVKM74Px+52<(6u#ZCVRU+vjBj?cspCGh${`X_^0OQmy-IMh
zBe{oBnL>L%FyM5fwLyjhJQ(WyI+LiDq{uB8_cASYI=rP5GZRdnkG$?<!3c0$5|Ma{
zjqwhtJxKg{fWvbJpOT~DvW7S~{Ji#hD&LXP!1(;(r=0P($MZSwTVtkSp{g`{R-6sG
zy#sG{L%9VR5)^{vyjD2pq+we2{e#H~A4ahGWg&MT2Z(M^%iMR*<FB2-`>lbYJpKX{
zIABDLpD~U_{|@P>u+72+{R9)K3QPL`DiW&0o#aL^ozOcntQ>fRN_uF~*07AKmV4P@
zvHPxG)cJ5_$fX3gRyTOS!#<F~D!MLZj03yEcD*!92=j3{#bq3oS!f&`<vEO!7mbEP
zd`g-pYO=chS<Jkl6w$%rQR7qH+cH7Ta5Du?Cm)l_9Jf|+;o*=@dBNHul*V8h@)h=?
zjbs_!&@~f3l@CQMJ!Yrp-`ykd4cl2IT*zsQlmN8Ip+(+%{^)_ofkImsBP*uILfv7%
zB%oiFxdi?HM6184G|Z&kk3PKk9puJT_B^(x%vQom21kH4az{35LTVbD{nqoBXo*VY
zn(B}GCC$moa~qV-v}vnwi5bIl9!eS4W-$#CbQj2gA1nW`7&(Cm;3tOnVP1}CwWjcy
zDIQ8Yl&kgzJA;3YeQ$t3>ys%et#w4!=VWOMgA<)%j2-MSr&l#3#04u&leM7JQC7;x
zGL%fhDBktR55}T?D%K&?(Wp!sso<>G!@G@D@;cVZbay|}pSFOQopaKSbXV%3*8a_%
zEoQo-#(lNRmGYmTW}5Z^waJov1NbptLNh!q3D7>7RgwM<+HcVpzEZuO|CN;TA6HXy
z7_(Nwpsp&plCgm)MEzM<ZP8{SYRaQBjzx8~zxb+7*eb;{!b8_tEZ1@fKPcf42{e4r
zvd<lS(VG(?%`H$lK-rAt?qU)Bhz?6}V{u|Ln6il8S{^yTX;H&o=xV-G-yU0UV{a4r
zz%Uomu4(9W4J+v$kebG%vkD-c))aTYz*!l^nMkVr5?j%P&*E1!mZg4F+-w?r8Ka?m
z58+n`hNnw%7p#)Ux)SI6S_Q0(k~K#81u16ZnRSb;?ON4jK_5iXD9y-B5||T?9s+^=
zi-g-~IPw(>P`>={<b|%T8?;Lypl1;~(GamqM7?R+t0IcB0gj`NdZ;p*Q&T@XF`sfc
z^SX3RzX*+txn*8fUKQ}7F@DhOl@2boZ7sKsX;yj$Zvurfs8C3yg?`0_skNf&@H^;M
z)zX3NU4m>S3u8fHMtrnG4OQ-&V=J9q2)!byKw_0>&5v&>8OLG;;{hT9suo#BW^-eV
zj`#ZbgggBM-A_+Pd^7n`?(MOXY6bBck+{PV8K;CglRL@kPkpf1D$!O>-&M0UN2hu`
z>ebdY$Y$4L=fR<R0H4IVpuz)r*GOg&H$QZ`t+bES1(;`l8a_f3f=-Z|c>Z`0HwY~@
zuu!akvRxMj5m(x5_*4beIL&$QQ7T)h^`|Tiz<0FErJvhVHNE~sv2g)eD?w3=O<+6~
zoM6T5@2iwLZ8lFEUp!VHNU8i61bbd{ObtF~fr}&$H;^vX)m>Y5!<4|?G846ciO@Xz
zLNn%DXN6-9F@Y_fScu0xG4p?vAWI65zwgR+2xy5R<3Z8lHtTDjNbB{MoZ%<DC>gcQ
z-()oQn<V6qp5&A$X4N93Q^Opcm!aWSrsSxt94?GtN2y-%u%BuUxa5F<^mh4%a`W$O
z`@hLbgDd15(#AQSD*L<&eR1L{5K4rrVyJyqFWnPJ`j@q&VhjHA_c-VjmMbeEG?VJ=
zNt2+aIGd!ZZj`WIe9J&HuuB-Nf%U?b>DLiT?<btA`r@oXvAl(9(%DVT+lf<Ug}8kO
z3#?|~qR%E8TI5|bG0JBkQzB~;E%3UPNN|4G*)osW-iu8Cje4a^Iy2c?9g&Il4mKhr
zAzEf5ZaxRbo|MFF^=N9Qcn53!;3ZlkLJb_iKaeR=yZSk}#3w6tLouFOA}=84w(AYe
zqeSxC3ky)S@uzK-!Z5tzKWw=NwJlNZ7L1wQ>{efLP9xomq_AnpCY-d1WA~JG*BlQF
z{d04ma2+<vlD0+3?EN2Tt<+(J4p1r^$KW3_F(N#+^eZT|c~;84QaQ&%G!C)OMLXKb
zxL^$^3p4{K$FhH5gc6a8Bf~JpD(qpYVq^{n8ZrPk21%A)Fd+W+U~A!_PSB`i{oH?b
z`0k5;J(qB{Nt*b_YF^Va(U6T~^I%Yx@%AV4&}O()5VGC?R-n+!<bm%MkA&yl>i|LU
zPSBm(oy+lHxvBa2tvdL3*+#>^$2lnGN5vTVgSbWvvrpwH#OH^Y>=<QrTrWccubSa#
z`=JR$mr3oZ&T<j145AG5!_nVQVJgOBlWC~ua6$-2npcMos9RP2`qWR-jy{?7>L*7L
zE9YYWcl2jDL@_8lx$W$K<y_~W&#UTFbX=j7%*Fcc6LHpoOuJUK6Q649GPF6JiTj$e
zI^;zh2BxfsfRyi)%ylp*NWQS~!LA-5P9xub!|!yAl3l<<n3BheeAByO=>Bb4TH(Y0
zirIp4fjCaz`M-pa=9s*_+;<Rrs7jk*IH#JIQwVN6vl(Mn$oa9XvZ}1|9M2y1w(W_W
zc>&c5yY*JiWn3&*g-I=fC&VVo#o#4MR0exTsyi~L-2RV2!&qihP#8Ml^iI?^>9H%>
z<u@K@+@0P${zKj;w2im}fd)j~ueZLH4EJ`j#dq2<Gq{(};BgaTW`2FhRv#Zij_!@@
zEq8zX`5)RX-{BT^+QVN`&2OgDe~^GsD$s~!O`>jZB)j_i*nP|X;t}<W95d56$<FLb
zT+%8^s_^J4ru6GEe5$r|DhG!_VKiuxrPSt~don@f2j7O)??BTvbvfx=3k!__)pEv#
zzJuxUOPnHYa))KDBPSy#GFyQ%Ygy&=g(4*=-H@A*MaO>L_BWA9+hRf3VG83aGSu%|
z6snw$s`rfplaKt@a`EMD|I@_x0P`Pk;%OK%u0t$Sey*x-p=e3}K5eHl18-Jrh!hEJ
z%v(NP6e>#1l6)V8lcQWohK-?~bFNGHDB%pju*G}Y@u&^zTyG=$clyXm8RazvFBejn
zPZZEf{SJtZRC3(>?I~Iv-ludV4@`e{=9@9qr~w&MZOD}DVhB?+wsLW3m8^Ix=z*NK
z8_e`YaC1HNaqTEb+r_wytovd-`xp3gu*J$ibzWK?H$$NSV%uASo#b(F+3j=x$M(Y0
z7yGvTMM3}5UMVFioBg;5){fK$B?I!+Ye5~D<>aP10=FZlphA@0?$M$CknFLiBip>m
zNvFTC5E#kpx<~M7gg}R1L`{LXYYm3aD^}|iQt}r}@hGYO6AH;&idrs9AJ*^Ti&QUl
z$3e+*S*ez#==Yv2bJ7}IraD5_1Vj5y7-$t#<i;8J$pZD;KpG)|r_e!-bbS|^nCNk$
zUl!Q^#!mbnxnyi$JnU=9b9z#D*Y}TF!r~-FKgvGPiFCr{&uZ@G)UN#&;GVu&gHsaf
z&v%9;_t(H8Csdp_OZO$}P-1?v*@H^3O=m<0D^7rJNoSpv7Ggqt0m)2SmjR`cv2y1)
z{F~ltUd<?iVtMWz)j@S0sZjGh(a&s)A$*4;?-^kg&KE%;qt3d8+6i2NknUwhdcs(1
z7A|w?lb5e-=x$bkB-2m<0r(g4_-`2Hf6U;&m%@$ZJ;1M_puD+BJaKgx_&Ll^`PH=b
z(yOXQRkrWuZo|1I=Nr<`^52%OJ{S$!3d7QZuM($ls)2B=k{O!f4IgCY(?L51CA3ww
z^2zvXc$o66VS~@n1?M?PyE0d$!FRt1p~o@u`k@rDlGo8veq>lgG6OT%lJGVKFv6xF
z;<`#5aT-W6#aki7v5Nfc(}uGxs`~FYcRKrmaj{-9z-qAX{TdALOYhv`oB#V*<hsaH
z+<e4Xb^2E8I6p}bHB0M(ykTJt5cU~nM(Pf>u&~kgc$TzBD9&O1GxSHC0tw}*><M&e
zwP!^6Ox+c}emgE3qb81~^iT&4<fH&FkzA4~5!uDiDXP*oX_DepP~I%tGV_ts_rwof
zCHD~3GEk(iZl19H)JCnT&d`ZXKB&&bd@0?W^w(1L%^$UW>A{qcv_-Q;l*+Kq6|v^8
zeqcX@W?*9m!9XQK((y*M0gi`XD?K_g=pTCQ-+tW<WEoZoJ@wz;OOoX9G1E%O02LK5
zE9jDMy6f7nOoYgCe9?^!LNFzy16`#?g3Pw5<|@_I!ss$4iS@F>Tr7krKFHeT@!F@;
zfZ_=TSE`}!KloUh#K$BluLfW=BsF1zD4lUE&7fF94Km~nLt>N{(Huk$mM(>ZadM0I
zePTy9>52wrAGP*ZkLp?^9|Cc5$w-N79I;hzdYa^D!BRtVx)TUisPpX4(E!x78ImC4
zKXzN-$oyNCOBMlJI69!+jgcYDecjP%%xKGP92}P01I}go8u!&_bIg(>i<e1oMLmnE
zrPwT(b}j$)^Vk01vGr((s+e?JI%PN~cJfb2Ix8v=C4^<rn1e{k^6BQ9?2`~)jnW3C
zr6@#<YXYW-1%v_A)b^OyR9Gy|{Ycy1kG-^`GRc@_UN3yQC%#6zNU$*0MMgIIRhor*
z%aEX9#7r=GJ5Q>Z@nGH`n9y8y3BP}ij$a2MRW|V>V|&dwryjN>#^H!%po~`EFV`+E
z078VsDU*g}hi61M$(oKiZW0Y{|4X_adqps}SQc57FG&IUC{V7qqbat_Vwv5{FjOfP
z)88POx35fz5J%u;8EF=aB>PggS(u??B72eLGKzY$Ldu{6G)N>T;#i|}DxjE%(#)O7
zU^ho{*#y^HE}iZa6}0D?c&{6SS`+jP`cqLGb`O7?vnTk4(C@;+Tf#j+hyk^iJ^6hk
z{@UFD3-xd6V+@(&q&<Q71@^lhs0_W{Ahe{@RIfi!_E^AbXStN4PzE7#LP`1I#!n$f
zgPrJJ_7Z0^<l783LO@2XR|@k(Y)_Rl1DWGt{{FHa`{k@e*%WfsIFSvEBQ9Azl2T+j
zBZ`=K#x~NG+)tIWzHBIVoBO_xYM%HWH~cbCuXYHpvMQO`P{TnD{gZEGXf=3Vc4Oxe
zlq8#lQ`PQ4ym%pT{bUtJFo`iu$o$JT_Qab$ih3x&&XrrI_^nJp0OXZc8SCKIt;;_K
zo?X4)`ZVz}3J}S<uTM8;+(WIbwg6Aj&mSAS3!gFb-yB!K0JK(N&;Qw@LHH}0lHaWf
zCVGPibAj0I({;==sX?8s%yhK#R&5EuaB5ha|G8}$sOK=b0g&)3L4d<+<I}ugN}o3y
zsqX(oDhy>-{?&u<RjONi&Qe5%?&)<}tJ`8Q_1fzS#3N>=`i*#DxAeMsA5R1OD+fRn
z$^TnX^M;XLbFA4_uQ6*@EM_9LYUmvWckKgCH+cOTEht&Qa%9q6j+om;Q%$WCFhKwa
z!Xuz7SHdlVkbU=;2@Ovr=dqlTKJ5?3Fb@ICR@%`-G$@8V=JiA}LzNfGumdkZZQ!(C
zl5s3*D8TRn6ztMI`@Xhj>VyLIEFo|v8tpUVu1q3mK?RDbe#w=I9;Atk;)4%G$95Q-
z8CSfREY`P0+z21!?ATCPsjA2FLmQ14HjQ+pfEH~pCIewDmj*{2=@*o2-Bp+xEy0!)
z9bI}vi<;C!R;t?L+VRz%THS=9b+%UZOZW;N=_ixJPnuRe&CRMw=h4uUs;+^|mhi&q
zdjODl0^}~u`x7r)_R_UZRRDL+yzssNrrzrX6#O?!IkiQ3vd?Z9i9pKz^y)EsiEhKy
zn(Nobt?*D$d`omyfLDHJadDThy3Tf%*V^LxhHMC^j!l3tgEd$}y~e0pQ&h44E-)R?
zW(kFDHP6XPp*Kxtyq4U-9Dt`%Cf*AN0P5e)3`d7q#2b;}spK~sq;}YY<DWdTo<4Z=
zZ_VpUMU%~S*9gS7vMhS6y7SBbg$(jIi*vpCHMg5eWd+ckrm`|As4I+cstp3jZRA;|
zePb9meU2^zO2IYPSE770Y%bd@pdvjL(lX?Gzi#6I?;H&VbTR~+XpKd-5d}-%5E`Fn
zl};1g*t(1fCFJ&YNpLo9V1l^flNe$Igx$UDTJLNdQy8N@y`-{yuR7f0ZsyFTleZA(
zZb~RGPf)~Zy&z-lyq$2yOH$@#xK-1ryE-l1jJ0|x?wC-dO`v04BFbCau?qCo>%jna
zuR(O#Y6>?jJ(qTiuNlY)tV22(le?yKcrT@Nw<xUZ`qViPNdg8R+DACZYS^z*`(w-a
ze6T*V&8CiYz;xaf30JWXk;rY6I(2=Irf>;=&|tZ017w(!g9HY2>TE;R%d}qE%&ykP
z9lE=^YWd{bD2R#W*{lEqxycSZZ+N{KWS>FiT|FtwH2!mLXp{uaFBJa`7<{vAE=7t(
z;ibprH@zBeT@soFK$k~EP$l@sIZ}q5%_!1t`SoE--Bq=3P`I$I5$*ZdvtI<oUM50D
zHi{MmVz{`NPU!U2EVIuUJ}=&<)~wy*>nn0hxg>$251R~+ZV4mL{}zSLI+?E#9WjS<
z-mWVT41{a}Wo-MSM#PE62>cd?*fKMfJYbT#r+aqB=7RN$frvp@kaN&k9kDsvbbjr+
zRsv8=TMkwwmQew?*^JNm4jj*=dA3ac5Gzaa9U2N{q76>NnPLKAi@&yB*`Sdni}!kY
zKi}sIVwnl7wH~S7lTH0*W4t=6-W6QR=(U4Oawp_z0dl4{&p(@FDU(BFvxuedZHVr}
zE{D8uSo!v0F)y=0T%$@}U9W6P@3MwyK>4KJEb1>Q1ugDclz^wAlgg})T`ggG)4~uV
z`zQ)E4<x?rO^mhWuGP!Q=&Rj_D@`oYBkPhnXKJwTi}s*ESG8Tkr9p+&dJXGxA*aP0
zptptFDLOMe<9aRtI$cy$wbZ@W1Yik)mS<tlI8W*EQ!CDmeoVz?Fv3aBUhn>Hl#%CR
zq;&oF8{R(I9FN;ul%VKyP;j_}FvPc<%mHm$1|a7@XAbRV1+H7H#~L=eoY<2TxH20X
zs~U@pG*tTX;L}I|-!6aZUrjXL-gJ9;AvIa=Fg>uBC<ZpTo|4KIe`5BA<R8U`6KGCz
z%NBg1mm_#fYmJS~n7KOrn$`q3Qhlx(hF1*oN!i~8nZc8nb{00g^=4O3;>WN6ci1ud
zKYtPqh=bhM1~Nb=M?i)uEA3l&JyjUU7v9oXdo@NXI5pIse+hKBu|0<w-y->1xts<u
zem9YM5nKT9Estj3P-fZbIZgra&W~GYgfk~a^aIbc04a5AsBbr&-|k?nl;5f00+4vj
zggLL<Lw7YRUWxtcZ4pX4l#YfuuDju7Axp%?%WYM~8oSxlOxHG)vp{Jpl1Mfx^wGEP
zU8;(Lv5d>|!<y@<<h8li$|z>4Zd0|oSr-(8gn_jM2KNT^th}DU7r)Rj(0?Hae0bf0
z3xXCk3?e(81+WZ+y-fuEjZCisC5N+iznb$S4_St)5#^Esnd4T7zox`T<M>9?;ozOU
zZ^gvq)s*KIqnx;yNuFZeiJEn)OifrxCKD|?)DgQ7NYd+l0JWPu_RegrggqZ?aF*SS
zS^r{ibbM~$N?T?4hIhvS9NS`emiKNt0p7{|jvjHfH0!G2vZa3ZWow|4q1gCf6VQAF
zA)EF28Sch^;_m`}0QkEL0Dq?>NvQ<1NV;i`wcPrNvsKaex*t}oVA;vf#~aaF*6o|4
z9ueq@K;jQYo=geSb_1_>VquzDo9ZkEAyZO@04BF?Oia8>Vy;3=!-5lJ@2B+`I0nJ1
zn$<CFUO0%0kQg!9J<Ol(q%{pMZNM`tCda|*D<C*Of~&V_vtZo0An4nV)v|iwP?Ghv
zv?WRX44SK#VibE<co_$x%}qD`u5(atD{Yj4P)0}Af*6|ME3AP1aJBa5eno}sM$*U7
zOWw7E?JxbFmMh_`*8Z+zw#G8zM;gyy$EB+ZxOA!FwG>v|MFuGosDz=y(WVM2(3nxO
zs;@siW(@nQiVMeo5Rj262vIf@H)oK!I0hkQcID3)#y)baZ9ioY>=+(lK@!_mF3V%h
za14i!MGeR|NSCqB=U<Kkx`LeP0IJWz_%c52Ji8Y}{E$Fp7H>8RSImSG?Xc6R{?kQj
zm)UeJ2CRl3yN!98=QjF(jd!bj{%?J&J>oe8*`AMcqm*%!cVKBiJ>s(-$1L&%)>cq%
zmtJHF)|U_M-*fBMEl+oi`)Cwwo!W2zf;>5Hl)!-A%<9}8hh6$b=o@@}reLrDo=7->
zh;H{(*rJ3!4T{D6J>)(#C!wNO<$5UwGWe$x#upSEqZ>abi2J=nQ)9y6g0W4!y<$_P
zP4xvSE(l8Nz@GHJA1e?AFPJy{MEQMUgSCrAnhupVL*bko@LvAMmeD3O9oD5g<nGuh
zcM|x*1v2iK`&cg98&GOdOgAc7<`m)UWOl9u9MsauR5n0cm<C8yWG!X}pwV|@5+%o;
z%Wm}hDSqmRT@SBQE<sSrrZ@yY38~wO_<YU?rf<w1__^>U4w}?riK8Q1P2One;(<-y
z(-%04%F$((r5A52G9$~ugDc&7VR8rBwl*+PP}=ax*Btj~*ii&!koD7>-vQa}2KHYX
zhX3vx9YYr7t(yN*`I|*<PWVVcNR5ARtP;v<k9ura{n)Yd_Fmj1oqkT1_D%pmI!cQn
zi9uDUCP}7s%2PU`cKzUoOA8er2@Imo0(azzFTO1XU0O@hx_I7q1VcA9$HOy8+nino
zzSVn=pdoM#X!cshQmbdG=IGO*<d+d8!O6zpuDH~vG2*i%XL%lW?{}p5JInZ+A#z(=
z^LOWP6O&CP+HfNR(_F9#tAGCMWA>t2?c`I`QjjTA!rKr&9hU=2-jCYQyT)k3Ppq>K
zvSCC@OoJ8|y(W}JE<(@N`lB&G?<xX5p9^5=s4m%Z>yIy!6Ibx6u-4VZ72h98iylM7
z(iWHs`w`8Up+e*cj|KNonvBEAGF%eLi7zM^beQJLL>sHIZi0{h>7i0BQNzho%*M4I
zA52;+q`8gP{}s%;AV6!$LOcDw^!qZgJEiP<a>0qlqg9ziUKI*FMRB<hcYn9nOk{Ml
zQdqOmvU^roG%3=tR63UKx_M!I_@t0z3mk3|@^hGq3wE$K0nc@*z`es~dkt%agneRI
zdqMI`ukv%tFFsp#+j~g<-|w5;Bpw{U|F}wRFrU<!kbLhT;3-*~qomf*CL*=5)P=d0
zB1Y+QNL$D4OPAkgqU@^AE*4}I5TPLQY)jgw<9u-ejNv3$uy^$S3dH<&&?@EN2%UEs
z8B@{&m&>h>-$leWh(HVHvY*Nj6^S{Nz|$d8u>3St5D)5a4d>U!_Pb~OpRLPbKzG9y
zjNzy$qBTV=KdDSN%(QS-OG;zzP>_Iv+1H)C*ZqaB=y~FMR<;U<n8y|H6rF=3<Fw5h
z^pM5W?}N%PcpdrUR@rG#27{=?(lstBj{(k2PFY;+9@_E_YLdlMkzL8?_O9Vd#H(h$
z3v27|GH5pu@PE99w*lnn@AiQlcvj*$NGT4E%8l4kB!RMFunJB*i6Wb5jPJ|MkXk>v
zPMz9*8SBKk6ZRxhkzD1!_~J0ADnYTId4-KFRAmS`cqn^ii66h)Q!>TMBzXE%#u>NI
zhFR{(CL*%qoD-NnifsR%T`})@HCn+=R1yUz(@R;Sj+DqD6^V~bF(74QJVhD6-hj&z
zc3CFXOt-VR*!JP^qbPATh*n?z3;J|N!Z^x~{8ElmoYqQ|(Z`!#FZ^6MpG7Yo;-_kQ
zg#Q+p{}|{WzarTe!tsg;Y>-4DDp?T=3Xgp2AyP*BI>(1^Eck+pUj$;&mrpL|r(uFK
z8w8G2FKfY+Xc8Nz#a)d?W*dgkK{LN%fbA1IC<%vA;^_t%{x%H#v4(#?;2JzDN8j=9
z3F<_z%dCxXagD1Cg#9owDPrzFGQ3dqO^>xQZc^-3$>z(WmocUpDXqGnrXc@weW=Dt
n09C}2z|a+VhHvG&uhDr0yf%M$-gg52e@9A89$Y5!%J=^PE*Vi6
literal 0
HcmV?d00001
diff --git a/log/zPythonScripteTest/err_n_plots_multi/IterPlot__MultiSO_Rho__fwi_FWISO_iterate_m_allshots_5_6.png b/log/zPythonScripteTest/err_n_plots_multi/IterPlot__MultiSO_Rho__fwi_FWISO_iterate_m_allshots_5_6.png
new file mode 100644
index 0000000000000000000000000000000000000000..074fc375c45afe792a304a10ec2d5f07470b32a2
GIT binary patch
literal 33448
zcmaf*1ys~uxA!qY1PN)7fuUQvLFq<X7(%*1x<Qc`y1S&iyA|n_&Y`=z<Nbj?&wc*)
z-uHdilC@Z~hMDs_XP+IP@80@-kP$^j#6yIGgF_Y<6OxC6d;Agj`GN2lc;yFULM9xX
zr=_^idqu~@okpibjM3V=J4K~|7QXGrkEy@YqM?0$7Fg3p*N)RSo--ILl<o&Xj}clT
zEIuRW532QxH44NNYOGDGeSStp|3zm62NM<b87@w=wy(B<bKT~d=&y-2r~c#IyrNC2
zEWSOJX2(HRyUoNrE~V@gu9Qojv4rwHQs(5#(L=e6bF7NUrpZ{m=UmT;>qHT{htt86
zF{sjX1B@)_9q;J}U?joyiKV#i)aEfR#!@h<{YRxs#_+&Xl(>Wr(giM$E0gle2Tn_w
zA$+`Kc;l59HmvE(LM#{Q#o9Y?K*ehTeX85IV;6_N6|_u_RRMestG!RFy{`Cta1ay~
z4(?sv&vyuLa73e@h@Qg1g_^uY1$Ib`)u~i!qa~UngVBmbF#5AFSvv^6elUZPq;x7R
zSla0+dFD8}fL_W+abcIPj{@r<o}RjzT-Q49h5nb1!a;Zh2bY0|<OQr*UYeW@)^DNn
zxghK%nX>07{W~K(&M*Q{y0EeoX$EAM{v1snZ>33u%mhjp^>M@a>dXIQjekBkzG2+x
zL*oZ0y|49>&ozD+6${3rR+=Dmw83IpH8ZUAu;+r7k2AB?Ef}UKtQf%pz$$W|KOu&L
z`=a>m>wj*59(p2q1qqrCm}^C}fFx`}0k@e?fV}C|d-<U(^44ftFY{>&X-=PTuj9AC
zXMA`2@xSfc-!%m`kA_n_>&3HxRP7sa+T8;JhiY0kpL3&gbb7a@;|B^oi<c7ER*S8e
z-2w9kwVpBv^(>X(2d=<@!T)&*|JXX@=MQUd&o*Is<=Nw#Q9x7kBK3nKIa@g;oG_(i
zbI_uH0Q`#QA;~j#t@Cz`2+?1zuGi}4CHnOIJXTf$b*#XufAjtGnEx&}r<I8~&^wT9
zd8A?j8lwOqjz`n6n3HXM|6;g=W3@NJBnqCRORNCzD@zu^O~=Xgi2P5)QhsjbV2({y
z1RIv_B|R)pj@|)#T~xFO>-pc-{ddpPm4ZalY!OS5l{!{L^NneC2AqN?vIsV!)XW0L
z!OxQAKVdx@)O$qt1T|iy--2|2=0veQ41OBa?tFpBX{Bb%CEvblO?^WtSG)C5-TXyh
zsW#fW8QOn-ZM=OiA7F9crCcv^Oyd(E69PSDd3n^pzdDDlh7LkrU!+}bi<uI^SF^>C
zYLguiLf7?7{@F8Hw443Kh$gqw!BX}*_4|GL61nK4sjF+Ft9!KCH?1;KbhXAEV93Xr
zT~~Lw9P#RQL72jRQ*m?_nfCSl6BE&WjAqq8j8*3J+p6p9oAmL?vfE-S&Y#<^BSd3m
zW8>$uIi0p-xLhe*3&!Cq(U^vihqItE#pQ%ru0ln(it;P8mS;(O7A0e)Mh?p!L2{KW
zeNe~agjC(jz8or(>a~xD%oaSMk&GazW*&N#_Q9j+`|}AU+R8c381_Kc(W-MnffqDj
zO9nmyZb8!3AnfU?+pW{1O62JVrz^-2Uox}9LVocLcS4_AlMZZ!|8_}>@Y*<K7S=P_
zVoyw5Ed$ucj(7;6Mw9i77sP^V?bf9jhb4y{&3vY2r#*qtV$VM6$-^yf`qT=2-+WuV
zXO~w*ns#<uX?yEAFkLTP`f#DXw9LAk@UKJ)9^H9d#(7j(>UO^iU%ht%q~D4OxNkjf
zFS*ceuD;0z6r5hHnWlIgG*+*=HQ4uM^+Br6wkHcMQwZTf6?-GO@K4dF%wTo8r!&vW
z4Ly!04NW)4EsZTKHiqk6?rvFq3Ar|*U0Qft6<WDh3X#|EK3<xc@3%I{Uux4lH|8u3
zk3n@eHoL5w+-XrkB^Sq3)?HA^P7=_8wQ@rQC)##osF6t8-8O!h#2=#eJfej$Nh3l6
zjp(sdqUu;I^gRY9XptH8X|Ax`qu5_}tezptSxRAls<*W(r<>Gt*&%QlD}oikgluej
z8a<p(2Rk%vU<|KDrYaMF*I7J%9>NnkAFQXhYq)QWU!LyBHBbcw^@ZFHn4%1viwX)V
zEF4DVj}@y|-ZpyBCD{)Yq=(=+9H7W_52#-f<>++@+`G~*!?_Ad`ubV5wffUlZ=|Is
z^Qc#<g(W3-<5TV~3Y|b}&GsAeyq`bq<>mR0=ChBCTXr$HUPPVEU5!%=yPu^uo^H-5
z)6u9DHg9fT@k6Sz?8K!*=x?sh3UYdZH)}RJ>uzPO_G^3|4q78%)R$_#5*Ko00fOec
zGINOTtY3Rop+6#@JkRBXDWrOrD9!EcjqSpjEXQ$ZSbtH6sbtI;@9Fq>iu<bhz!96p
zjD45>a2CI<(m=9?K4uCX<meX&)@XcW4=yvm%BKKbS1P=E!)pC`3o&2C(slRZENj5A
zHZ|2)RQG70*kvAjJlUz`;5EsdDpVgZ#m}3{mYsLmhSDn2tFqWf>GR_<oX3Dk#@e16
zWq%4co+x=Vesg_yGrludnDZHGbmLR#(XfYGdt*M0=W%)jf0+Jhu8DWIdG9bq!%bv?
zQcTEYd+>;R?ak46N72ntY^u<5-K@v$rbi5|D(;FqI@*JK4Uf^hRJrB9+G~!n_x5`&
zs_wRe8yBd^jEW{5$FsT!N=&@FV;;D*0gl7WdrtQ1YK>+LO>R#UwtKatPjWV0UKoA6
zJG#^C;c^f=DCn0{Te}ji#kYAOK7{@B;qG9tnNOXz&dv7T-9f3ehKi0F_XsFR+60>1
zH?>(=HT)<O`WhKs+!s=mi`4nIHmZ;AnlG|!F3<9*W|L(`qpD}Fclwj^q3aQucE!yH
zVa2e0=`2_UQ~)zqJikW*K_%l&ZL+r(ep%xLB5%HO30ZKVW8R8-5k2$fqV1{_IZ3sV
z{1rK=P1c|?H9A<VN);=dWF_eKJd&c&0>LWFkS5$Z-)5j{%q-J05=y#duR|lY$KFxk
zjXlm<%}E;q`_vkvcXLS>qv0;g=Y#+D`*>*w0p&O@o7s;Vt6%<>_nr|yTe|LUVBqy&
zONa_a|4yH)wG90l`e0<2E_onmH(Tim{4v)}MVE)uxjxw0bv2Oz#ArXR1+IDi;Khl+
zYPHrk6)pxzcKseJ`iXIYHb=;YrXcrVT;A4!=SMa!LdTP3quxDhO|@_DQY@1h+dPi?
zIo$m9RfUfCQ25Nv%ucm_BPgZ=$&ASD^?U%0O3{D;q{`BArpDL>mUrT`A(0I1pu1B~
zt+_Pn>F!F8pG(Ls_qUTmNE5Vk+;XDM^+FB2si@)fW5Vs4y+$@=_iDSmV<^*Z(rouv
zNc0;PE3G^IfCpDM)cF&B$7S$I^8kMuZL8I`ZZM(4pf|;Csc6DLVt)QbMtJmf0U;V@
z6K%8oPS&-@=~TXlrs`%&*ws$0t?`@6n|Ke7`-JNq-UVQg*qWbPcs(4s?(8~4-Iq`Z
z*qlc~sT7(Nhtq8i%9Q2eq-Y95lpxkxIA>-PC3JV7ogVMDjmdJzEk8cHHFv6fCyLj5
z<e~FRYk3$YN|><M4=?`5r_ek5l2NrwJ2mwNd2m`HINGXp0Bt;D(htgEw$n{A0~KmV
zPs_EcDI*izluy({^kxytc==K!pyze2VHy587p8xB|B;ng-vxr89vthIDH8Hat8%)Q
z>Vf3Tes0Ozi+&w&w_YL*J-1!VH>toF5mSuVfhPpeF>EY-A_yXC58z8AN@=&+@%y_)
z4N~0I9L6p0lzk*1Pku@#R6V1cR?AQ+wm@Thai5W8#LPC<!OjE94^4WTc~4d)8Ja;3
zK{r>U%lTJklksNCO+m_m1ANmP5>weB43)vM4||u#xg2`ae>oO*ad)>?d|PL|a``cT
zYqs%df8mK=PA=8eZF9hiqYeuT3*E<aPPECY#=Dr);1cnNkiDaByWp2Dib9;WGmQ^i
zD27Q|SqV%!-#1)LcPV#nu2pyP9v;q`l9Ittkr2Y6N>e+pori?km?FZ;qIP3iqfYU`
z(xt9`6@1L+-r4e9BV#UKqdgzLlDxr~tTOKi6uk|*yJK(SqnbLMxP59IeHrFqKk3`4
zz`qKPj-k5_T`LROQr%WqF#~>&Spv->g(ONX_$rw=sdkuPrI;;rR9P=BmCA1Tj=<}T
zPX(d&QM#QuXcf$-oSNj+h)IJ$kf<BB&v&JiD(77j(%XVc8t1<3Ee4<=*FfR4FR*n_
z5UR$nmgAK7Ph7NYMsY9h_)qzZ2a=ha&o487H*57#QGg_blGk9Lhkv!lJk}Vm-#NWg
zt+rrBL&h7qs?lXFvdnx)!{N{df!lsQ8iCSvcNcSaz(3ej(SN?sMuChw6awAcs#gCz
zXo<~W!CWg3WK1XQw=1LLd_>@mQV*-0YBTP|u$K>MchdE;fAQMuZp+z*oAv~dJ*-9(
zX=kQ(Q>8j3MOL=derNTl*<<|PGxKXILTdV}%(;^<uON4O1$VA1pu2vC+T(DA_BW_M
zqWUO4M+0d^NyO%6H^lPx^o+hHA8@!g9v+w3S6Vguo=duUrt81m&*mI1lvL*KHVpGM
z#&4RlXD@-Dyxa}0Pa(-k+$!c1C3eE*Zklfdg#d5Ur(~GuI`q@3;wc(nl3y5b_{`>4
zV%+KO?tHVFkNfK-7xPW$zi8fnW*a|8snWAL<KZfAP_g4#qb%Qjh{Z_c&~8oHs|RPv
zg+dG14d-wNqQBwmI6ePq5lr32q)+6KBd4f?x6v0Y+8U3i6F%b${p4_Pc_`?jnzTcY
zWorByo^g?5bycw2Y{I&gH=SAeHADyE!yPXCbB-~TouFwDVV9p+p2tVR0dEDf+8nZ!
zU`dzAYxt8wQpNmZvz?2euC(-clbeea0skVDq$yHX7G#@nJ8j&^c_mYxsR?buUv({~
z7GBj16N=HFjJlDx@Y+i<J|6wFnTs|U<|9Jl{_4{PjF&Sva99wkYf;67_3ZJ0uDFYQ
zPxwY<&=c)_Pz@Q1R~=X2ZaO2fS6lUWvfw_Ex2TJQl)!%dx1#EAxxu6z=oxs_hz?@@
zQ9#D@z9_K|s~fx2a|}i1f_!-YdCFWcxr+I3y4H*esRFSMj<}SGXopY0Cb%ZZM}#X_
zzTzARl}Un9n+eO)Tau3uQhD1wZL+J7WLi#QrHK52EcpMgJKJMY)t)lRm79le;b!o0
zb&yo%CXbYe)5uZ1X8n2E7Q;(rDo${i7yC42M@JFMcN?qqeZ82CQ)cjJnma2#*(#64
z?+Lz6mq?i@LbC{ifJ#&x3kFCP3(rM0I}nLJuXJA)PTL=Ez}#kPv<=;lplBq|D=XX9
zv>eZ}AO;xpoGbah*VpluSjMg0N?R$HR}D@_ScRJ9rKzd8K!o|_i_CGEW7R?6_I+tR
zy#`en!8jJkfu1g&u=CYztm1OxB|u^d@}^7jEPfp^G`Os?H@p5k3n|X?pEv9{#x0&X
z%U&y=WN<$o88y$zpWbiZzF;PFJ6Xjam~<(=&BX3X@8b&#g@zUrkqGRT?f8Ry4#%T8
z!7MkcCzxo5tWq>W0#banKvD16%4OvHokY00i)VY4WSayWnKkW`gsfX<-XQwSLk}}#
zqpFAy40b-LL@BPnWhmMThI#Cj55#jB^nU0l<-e)etzDZ-Iys(BUP}UQ5s;xtNjnW3
z*~57DuKVT;fZ9n+h{LU&W_Z^r9tz|G?(G{2A|ZJ48XC1mRy(2~x)i>p6`*j^1OkD}
zfd04VCl=-(L%{?>_w>MZaALxBO+&V>$Yt>byvEtlo#8Zh$NT~OE0D+hJ_D%qPHBAR
zK55F9BD86Zyirx{DJ#%m{HBkM@36I1eSPs2+i(5)D7bOo^R-%xY~ov;MK3gk5Q3}n
zEy9mgW_`tbiB98huzl#|5n7q<zmIV%&Z7uYT??F$iq=KYm|RJexNivG4Ss|lB|o|M
z>Q`S)Gcz+nX6H_CYyyTmE?c8!{9^tD=xX1U<3h`TAU4(0dzS~N)tgWag=P_QRu!uL
z$Q2DHOA`(-t+vEA9&%$g?0*dAI`H~7rKY{??n3z1-tu90fxm5?duKG+O;P$0>rSj8
z@sL>7HL!9*oR=v294D;ak_WFW`g_zRvCyyXZ&qizTtqtp1irkjj{@gIr<9BK(;+`~
zK~<hWU|9<5<I@fn#obrGJ&+S|+1ygLBue|~a%!GGG5?eMuEJ`m>T{5}Nq3QIy&v=x
zRxSOA8Z8Kq)eCB(GUiLu@`K>v30%*(JIv>rbOG}=FD!Arn7Z~bF{$&(Ph*WN*ci<0
zG=bGSkf#AB_gNU{q5MBz%*oXaDBi!s2cZv!{&cIiFMOpUOkd6XiLS}JyIX3jo7n$t
zI9|^aIJk+z*yc|cOU!GigSduLRBooqa`}&Tv;;A_{t%kng1M3tAN=h4BJSHC3)xA|
zjxOvJIB&KFbJ}(K#GutnWP>lk0#XfIntOCNZWpMlhJ3<YM8=V885JQ($u(S#nS8Us
z?9H3~^pM?iwD9m7yd~`8(Q(V#ZGRW#QF9!Q@8fjr9xmevm;fk)=hJy(N(4}t51J;X
zTMSnRpv_G-B!b_jQ+pmG^(xh;7IL2+AQ?gzkQ2t-ouh2Ao4si;oSVBjYXfo>p~{uT
zg^c{+1~1BR_=kY^wpXj<x`V&bVQcISi3rl=P7?q6B=a)OYwrqb{)7ZI|AH#J=~v**
zu|kC!Fw#Tu^K>=IAx7Q#0#s!Iv-&a7n0>P=8W!j&Gy>Fv*_#qzwPtO}u+b_r3!*f@
z(R<Ofyu0^+T`Ru)FD?W$y`<_Rt}+{M+eMpew4K?ettV2`Et+?@!<IEnGPUmFS9-?X
z_ZQ0KNZ_k0`_tMgg+{7nLw*Y*4vKjFL=NH!@tBy4SQ6Gd{&ZC8$K+_Fx?C1g3gzic
z4R(TOLkjTn;%F2WsNa@!Iib`y4DvBqm>(|yS(bZUvPv{@=nwGS?N&BBQYM&lp2j}$
zI7yicvd75K@W})${dCF^?R$~MuZ{o{zxD5aSDXGuT(PwBV&Ng&K=wyCZE`33D1@K!
zYD|kSzNc1;|71VGf`cOBMdG``&Mt~K+Z?C<Q<n*rZW*<4vR436nX{fwPhJb+{*<C@
zGl(jT_>h_Xz(%=Q$>iR3Z8>T<>gQeEq>-%-$ihVG`~J1DxaL|B?0oBeM&Go2X0u8^
zQDF>WOMsLcEEQz0B{|%_*=ugDNCVp(2vbDKXQ1{1T<M)PRr0T@#G0ZjUzZdh@kwoN
zIR34rNnLhG!*FAmy}2JECChJ)jt1j3AM<>cqUCgwGNEN^Qm5$wt8U+IcJLEc`$Jf*
z65XdVs3Ju8k7nx2*Lt<eotL5ukzsXqge*B{%i_8+yelQH)P6$&%cZl4ZrLH^xy;el
z-6}H1Q{CTm2Yk81wn{;K*QJHM;Py9x>L4Exk*|SHO?7VW-=m7&9;Vk&Vb|C9W<+IN
ztDy+jCwhwoe?%B(l)Y)$6Kl^WSvvsB>-=J0^y3cSP^LOt2~VkZx}wK#Zgz9Qa1UB|
zJBI(&SSzd1LR@De;4x=smqkakk$<d6025WcfFrTz;V@r+T<ZGUU&+_Z&7=wHw=$5*
z%F_LOHoLFJ<qcRWGc*KML2q|EzQ6gAE(h>q`mQ*V?H})00hB;AN(3;?FHe_<)cxKN
z=m6d@mpl#nHbX_#syhuitbDR`J0L8W1v&KN*LR{^o#9>tr$Z=ZA#dcAsH1BP^39E#
z)RRFs#QmNNP%_=%l5d97B7dWOFhFm^1KQ@g;0C|_!Nd>zxr+?f#_P?Wh#@asFYGmx
z#eg-;O0tuVw)1Jb-GmV}^p#B`4)UmgHk%QWE8J@)QOXcmo~)1^9pNqFzx-7cxK1zH
zMQYHwIa+}w%Ol@|V=?*{z++9^KMz347XuKapF0a!=_R1g`k+w>gAwUO$!FK;5N}5D
zx)|3c#RRJ<<oCJjY`blcBzNC}(Od&M%IgdZp0Cu`<mju!P;KDKUs}vY&9g_4Hi+T`
zWw8CU-G>405YGQEnEv|lIq-xpTbcCX9&%B|*Gf9GsPQlP3VX-GhRY2?Qr_l8x86=M
z$<&K}FQ$qSmnS%kYfY{>1;>SFQpRha(k<mh2aaNh3OZIE9)|ffNy0OXz?1LyJ@Ul?
z>ax6__pY53yB96`(L;Rw*Hel+rZ)ZhyQK%%Xn0BxZG`QgtD>SN8OO)Xcv@udF-&?<
zcW8ZoSE$dcd`1s_Lyo&f=EXOo*xJ$8O6zvEuu)S_zIu{=&G0hpSiA}C@2B5GK%&}D
z!6it4x9}bpzw`WBE_FSR3Ou+ND=s)6X%WPKD3dC|6dQ&v*Pl<>Bt5-|%l)R5l*7-i
zKTwyRm^eC$h?0@BseKM~Z8S2;)ncmX`!hf(+h37wOO&1v{)JqSz1d$79ZLe3-tyy7
zBisiE`PUYgJvm#LPzT>pu2qk2m>Qd5>8z?!Tf}0ugNeQT+6anhW2G~CV?+^Na><F3
z!oT(E{?23ZIkN|(Qzwp#kCmpW8x~9(s59;ff)@pyQCf*j>epY*ddPdP-P8Lo51;;p
z^8waBzdtup9QXx^?Y~b5{r4V38WSC-qp^0^v84T056IO)JB)|LN=XL^y;#LXf#za?
zYQ=-%Wz!2-yml2;jGc}Xttjavi&@AQ#p3WIXdu6py&R?5rsIyzlln?08q;Xg117MS
zo@Lhdka>GS{dGC5{(RLuZwu2uR)dXi<8|<l3-b(38y9Lxq(~~_o_Nz+L(UtulHO61
z=h#~?dt9o@fAT!jRy9}1Xu=kq^;eS+nB_!UTP-=DnPk$kEX#hoK3jXwb$O1BVwH7s
z!VaR3`|aD@iam+T(2xTgapOqYJ=S?={a)zf^SAf6>R)G|BdLOl%KGPaN#{U6Y;t6%
zk$O5Qex;ikjCB=ZlcIl-UQ>!pbIwWhUIqGu|7bspS*gxEL7gJ)xY?@YD$n?urMJdG
z9Ofq5=-=1mw;Wa$oI<~*oAjf|ok_S>Zd{k*hpLDNCAc;}flA|<!EWaLegHz$AE*BQ
z)Q{<}xb(+sJlp&CHIOC`+@<kal-tB~Luk}%bN!k}0*i<Js_~QQ&uS?SPQtVkb5leD
z6dgROxRoZK$P(i1<7Gs-bup4KX^}E-n6PTyv<M-+?C+h)s5Z&-E$d7|kj6laB+_J?
z!xHp^&9rP5G9>P}7`W>11pZvY7#Ih5#_b<Q8vfKU?o~+h*AiOQ%2vI~_mS^~IA!C|
z_moT9KT7s19J3A`bOvkBDl(&37LXB};AsuRo=d+cJ;YsNW6kd@#EWjV?VxfiUkRIz
zE#?5xL}unj|2+AfsQ!D2n$w2vC;qClJUZp2xj>Qa6S<_ZL!?a;Q@5Gchbw9QusecC
z|8-jbafSYtbgq1OL45q#lfT8p+^k8>BO>jr1=3eO&NPY9AABvlaz`IvV$75C%ZrGT
zXp9p_R3Z#Kx%@p9l?-E#EMN(@n4urYo$Bc<w0&c|uY7?{4bS&-JKR=XE<hwgCy%Vg
zCW9QgcmrXF%{bN`<szT(uLrqL%R|+PqN$$zJ<R*pL)AZ(DnI{w;{gvsaQY>=Kp-a@
zN1l51fUJu8XW5KFDH_!x^~qWkXiaKb{#1o49?_9|5{u;oPd_vKu(R%Z1YJO+huV*9
z(h|XCNDR76;n8K?ciJ+c-ODA<5C3*Q#N9&Hq(OhfYwIgob$4qoT71zfr-*7vKD;K>
zllbxgn}0Z*@K|UG$v>}{acuXyc9LmP5p~2G&)AgXjMC5vXlD`Cyv?e?#kZ~}T_IZW
z2j}YsgUDE>A{T)c&oWmGSc6Ez6MyM5$uk`@g1Td12usf}7Z*NC6`6JYp8w411(Neo
z6AGr+9@_VJzF1(y6%Vg@U1uOJ<MMq=roKEI@5zJriGj77+B!Uc&klEAo!<w_@Ry1D
z-Ej924Uj?~-h<sB`tdnah86l@sx3AA^|53UsihM}Fds3~^Q|f!jtnW$&0pX80#Otg
z`LT4!!C}cF@1TjL#Lz{kH|qGoH-h1Q@?TMXGwFe=n(D@J=_XaJrDeiwzeVWYs}LOo
zN+&u`;#!;JeJ*!wYJ9t)!Aci$TeT`lPk2q}{bxPk7N*cpt+V?J@kjCve+j(w&-;1r
zq|Au|fBN)O7TU6ukqPRI){vHE^@bMAiuH>1<*D`c;}w^RMS5*Cg$LnPy~UO!;2NSN
zEz=h;&)dJYrIaKv*q{oo)g4I`wd#!%Q4G&TYUn%sw4Hgd-t`Tl?fdA@PE7xNs{G%a
zwg0~Z786!2U-)o*L2OH`7_R%;x*AzbYZ&ejDXy4*2Tn&$aacG3$s3wGbA;|REWa$#
zwlEkwu~3<*l-93+^RB@+6;Rz5#(@|cden%`D?Iek;yxxLM`04YFLsXoKHybJ(f}Lq
z#p}Ua11S^~ft%wWX1={lZm`MmH+C{%_%VIxo|TXh*&INTqFQ`m7bnc4Ye?z2#(-=j
zN;*xovlxh8DW*P&E{Pzg^<iqjvxvv*GXhP>h8h&=dy#1c(0-ep%$3|MQ?Ork0~dj0
zBlU_fT>-2nSOYI_vH^dsfVvb-8T<$>b>fT;f|u;Nxl?ONuU=c`zE$<c&DjCOZZQ!z
z$D;#if#&AAD|sifH#dd<H>z>u?b45JXumVnr^US!T~(#58t1eVrS&XVKXJH96ooM8
zF&rGikFD~xIoqD}|10gt`y>o#Mk`JHyfJ<52R%S3A*ccKVK*2^IatqUpL6U7lt)A1
zXxB1oqhC^$iFBra3dnFtFu3KhrrS;WmWAVl9jx?f&+SxIG#Hn8#A;iXU*l%xXs_S-
zatAl$R`)1+2Y?p6E#P6p2Bw{4RUsDb>wRXK6ea-11DFx0+xahzE{<^-7*xv+!+Wy+
zQVM$7lP(HCmdVM5pK(6od=@axgJ(h);V@cum>v=>opR6}PDaB}yPfQ^R~tF{r!a)m
zVqr7byWY901$f56>!SKoDVOnxSpa9?|F1aX$Rn?K?r;rWlPK+Ifcv!NrHm15r1b>}
zxeN~DNoOg4{q9%&p0Vr8{x}DimA1CV1@v?4{@1EQ9#wwSyh;MC4?X*SuYF{Bt+xk?
zTs}Y~3GYiyqFRos(cP4>_Fm`Hl&vxI-Qn!3QGVV&tfQoeS0J}bcJkMQDImvEyM-qx
zjlU-*cnpqzw*VX@RqzVtcrz))VmaIK65Cz#Jp1|`hwC{Uzi5{zogvy_gHr$&y*jbV
zLzl!4?4wytDItaChUUa)z0AO3g(?8tbGj3BL1wc`OO*CnmLsRoJb1=(;7R+gv`}%=
zsrFV&d;99tl${WZ>%=>L<d^b2@Q1~?U<O3v#EHklVa{PW?8xi3S|XDPAk4%;dD*)C
zQW&-~GyDFdg-U-7o8IWCFe$c*5E*#{Q<4enko@4j=9k`OELj%`hXl)BVw$SVp7_2~
zuKuDVa0cWl?%~(ZnoX@zbA?u6Cy~({%FI_T;8~L6hHK>PA`22UWWt#k+JGeQ>lJ3l
zeHqqnpCII<dRvQsQxgZ-knO6n?O;6C^Er^Ka=o?27AV@iZpyBaUL)^pB0am*?pdV~
zYyMb~n$Pvsw*eECqL_N$ha|D-eD|WmY;KIhVutSlt;9c|6?8dM^@()Rad5)UY$G!o
zD~sy^3DKRp?Ox;MKwSO2<=xrXkn9#f-H+D?osM%-wRkV)yCT{#uq+ERvqZ5$l`LKS
z+C=yHXgKBQx}0b*T~mvxrK^~b;PbPcsmge$b!`&yr(08qqOvkZk(5vht*WpPs87p%
zW%R6?z5uW^fZR0Qw)<*vTC_y*a~7J8%UrB9nRb<^{Vix8uQGh(vspC*b1eljl=G_!
zgZ8`mtD1y3bk2X+^e1y^w?H@Z{K+Jh``m06NJ1JfuV3!<11N+6MRPK@P97$6pf+_)
zb1%D!(fj!$1eCb{ipICR4%n&##IM^E1r!D=)02|~zjf1W0_PQ3nI1iRuJb_r>H$D%
z4CXSKku9z(uBy5X@o-)B?~$b|P2-81Ft|cCe#>f1ILVV&!VvEM$pV3-`pc>zM)yp>
zzzb77+D*hmBctGuupjkUFNtL&2+k)ahn{hS;WT@f*$-D{zJdPor1x^Cd(2}0ttgi)
zUO7iNBQ-u$e?m%&L}L<NVDM#LlY5W8%C)u<?DFdq=Q-D-+QU9X-oi8gq-ySByDnYk
zqT4gy6lspnv1GmbBD>XVQT!L}01w&sFl@4FdGY#e+Tp`b?X!&Q@_BG2qO!t|t=IP%
zj9HJ#nd|}9*w~ns<AH}qmD$OUM~!>8H)M@2b_{OCG}MWHOTN`7Z*4ZibVWl57wcvN
z7;f^9>ku9Y({EZ0HHSeI4;7Va?fqo8y{4<7+nW<hZVZ$n4c&b@99|OyG&<F?ArCsW
zI4QzE39$Gf!NT>k9*^r`mud?bqfYDh`rU>aL)qJ4q5Qz|S}Ga|kDp`a+|V3IwTw_?
zUsZut^JrPY?Tx8F#-z;$5O}Jg_I+XI#J3f5Zqp6gJFkZd{L`$HLsw?Zoi>2F-~(YU
zQ+w{DqVK_*Be~QJ+cPEFreV_NlQZvx+^$ZE(vb11-EIQ!H~?BaRxqiU(Fthj=yKB1
zF)eCimJ{+BovWT|e^}zvC4hrpc14}-ObprrFw6ZaA;7=k$9S=aEckN%mu!HU`QRcT
z+D>P4qn+%j4A-l$gX4J}-iLvY);wf{NJL-FDoG-vxdG5Ct+Ie9jnB>YNh$@OFdN2G
z*_+6wX9M6EH?tm^>vcBb(|&6tP+2R5J8jQ(srgE}Y6qJuOFh;vQ5!{R<bdU01C99S
zBz1`gx^gnEjts2sdJM>R;?a%6=o`V}2g(;lA7hy@AA^vOcveV?IhG7qtFh&N^kBI!
z_gB>~Rp~<Nkw)#^lihA%rXB|$05Z4D2!FfD-#i_?XO!G<wcZ<7&MP|y0a_of9S0@A
zTt<t~>q^&a6>`);fbv^R&yvbSh%PtoFV+WOjZam%%`n1ut5w9v0#Q)-FH`FldFUaV
zkLgH>b=zV9^{vblr#PQWvnLK;hHF6pZ7Vfcw>U?`p{Edqo&AWjp}l>ZuGzKssKE+;
zyK%2*`*e<TZ^He?xj?o2U=<Q|-0Z{`-+ayPa1#XW=XBZRyV@?zkN)<iLsJgoaa0(>
z!hUqo3Ak#AWx|5f>?8Q?^1UXPZV@#b!?`wW<5?3#i@HAlPKTal7wc{8=+#P0&6iiD
zw9?i3u{qP+PtY1fDN(*3=yNX}434M~4)35w0-Dy)oL1l}Z_m1x2-2YO^uUMuW%idh
ziK6aVt^`Mk&NjA=s3ZfPQ3}#jZS_{kZR|Qc3Y;M*_^)!=oeu~X_-Ssn4$Py!ew&HA
z_<VYg>i}>^oOX`_(_YHbs%ML_CttK~1As8`Uei5<?GbPr9EZ|tZ~;Q#O3Ix&k6SxG
zpH^v68u;jH?)KC6txIL{q(@`(akk3seY47!M~(F7vj@8ENIS6nX&|l}4#eH9-!<&k
z?UraiAv_<(#KhEE=LLD_^uKZ73oBl^-gDLOT~FmUbuv8oh0+{Zyy9?olMZAdbecr%
z@795)Dza~1O8`?JZPq1H6zhMtUbmY;Qgp1k3<!@(>mF=Jev=NeE_rfZ4nm3w!z-7j
z13cFyVM5(;8fAJbtmAwiRjS`(ah^m9GSnYO$|U7Y90G@Lb5@~hJ~DK2xz*3LT{4(q
zHT1{Vd_oWN$<=GJnpy_J1<%z?!=w#Xfoh{w&zO$|j0**C!sReyFgw{=jE~`|E|A=L
zxE&iZG+p1?3^X2H_}gubTNdVSlmQw#*NLgG$=U^U{dkyMI*#QsZf!P!cP*VYpWS@2
zt`Sn*52!bBJjT61<BmFzZ3uZ8prS=1fm?Klz>0Ul&<_i+Zsq{XawMrv-Xf(-j75f|
zY&`!i8}p`}1nw$PpR9IlwCBx(q6f?!N-j}r2jAAw_mqMOq%I!MT04z!wBs8=U2IwS
zpG+Uln7+Qy1yibBSXc?b)>o8~8u>98RrRTb%CD^RzxwHI(>js3y9bxNq(09baB@Ym
zDbTTWH8ma7f6Q(s7*QKDnFNK&w!S<mT1CKLLhb7>^IDFtSBECCVjS4Gz5fF-KRwXK
z`$RJM)jukyl-!$lR7TGQf}Fc~CUJx{Rr##CK?t1}=2^j|wDdtQh-VN41>^_gNk4Lp
zhKx+&(Q~KAw};rrpr!Q)FFwN&z}1_H0csUm#DR5Tc%cz@osqN}@Y=h84^4WJ^}ZNm
zVLauVZ^RM#e$D%thH6xSQOtF;V?yZ5OR2g_7?SKa98iuRD1T6oZQvQg>sM(O|54Y$
z=MA3!?aF<?u*;rj2tDt}Q?M(}CA1q*C!ZF-{XINSnO;^TuNk0AgHB8J*p^j*p~}m0
z*q7Is`^B1ok-|6ZQmH(#4i-C*H>)YFu->nU+EWtnN$IOS>jMPopmQquy0Qu$XB7py
zs`K|+RMBs1vqb7>`X9gk><{J>+K?C9=+I#HTNf&qiln#Z>vVu8u-EiV*)po=YrrRY
zAZGV;VS?8^5Lh@I<JUhW;VMGUKTA|0FMT4xWyV1@1W8`w55_VEG;$}3(QT|^!Jij;
zoT9w7SZ}{R?qQ-lW<lpGVyA(LC>70<uvmiZ;x52Q#IG@@dVWYq`pLN%tN&atmq^_f
z4-y8DL_}wMDy?}8q$K3c3wOGGvqQYmoS&wO!-#!Oa_ozjHOOUZ=u|-mou^)9L#0ZB
zDi<d2pbhnSzw}tI>OfjL$<>oHkiX32e-N&U61dF26rc;}@|YBR(|$0-LP48NvywrX
z@G-jin^#!4IhAlmlSm9KW{1}DqYR}*Z1m5v)_%O~)}W((_lDoyq|sEP@B2~`TWioj
z)AKm>RxT^DY`X=e+6IhrI3zz%v)me9`yeQTt@L$cLTca=@GrviEF_$$;v>4+`p$S&
zMPLOW?Kjvxoi^sPA~VY~h)%7vDzlbK87FT9lR2znUfN*wR!b=Bv6t4~vuB;hHV;T;
zo>lE%Nac@l5rJv{LYMeJ{zfU)W&3Sk6xju_$eyxi$^q06bYW{5m8RDG?`abPkGAsa
zEnlj}tfJzbI7-Q^u8C?P1Zg37PP;Lx#(*4HKwMq&2g8A=lWv0Zakk+=PYxAq$hSZ-
z(UhN}%}i5&CI+?kV^9Ky=RzKRnsVk!aJz|I)`@a7hde!fNUR(=b+PRUj)ZRyX^x0r
zXIT7oqVqeZsO>#GZkCX_U&3hLPPqe}vQhqlWbTpgKX?KeF`yFQ-}57&E8VA)DZbXb
zGu%W(Z*oO4157jB8dGBDW!80I4<$o(hnzoC9xUeCNt6p2rysbv;Q%?4cc?rXx4QUE
z%&kpJ{RGkK*K%%9YD&*8_*Je5MaK<A-=dT~Ccb_qdJy%{cBU~G)j=#rSrT&kt=)}Y
z80P5VGqmM(EH3d4yO~>J?RJZyWtfuErTo6JvLj+`@pg5c1uiP6%l&U-^B;^I?gcIR
z7nc9aEb|7L=1qxcLtaO5X6uX8q*vzn@Iu(3U>$g7rEV4DWpX8+O#b+{63@GJQ&!>W
zIbS5JDn^(w`$%%W(w2nU`xyB!bfH5!XsgO-SK+ZfYAumGp)Mv1j3*Ct&7u|jO76sQ
zwYdalU0ts_mk#U_+#aeVw)#Dk!B|2noVXtPVYo9rbyma9-TH77!O9Oe5Kdo3^g)Px
zX5*y~cW+4lR!(9`{$)OR_j?|y{`Q_YVNf&V{LtfDUQ@5j8xc)k!;l;SCvbr}Z<|s}
z@gYOwlONA3hZcfO<-w-8S81y6)ARIeU6ETTh}#1Y?Xj*S-x@mvNxH5$uo^1_QOUAa
z#*XM~U;mKum0Bt?w4NU>KyAQUQr(Y;;iw5qaC&ADk0~$%iN0#W@D-J3;C`8gl`c~z
zg?{sW;?*!ToQ0p+SV(-L<U#^u-dZ5VmZ%z_&V%<1SgXmt5e7ibByoJ5QBnU`%wIi7
z9JPnkdX`CoiPV5L)4o0Nriaoz^dfoLjGuqb#{gAMA<JW79M1(4lIk<CCqK56G4>Ne
zZ+b8i-B|%4CI5k2G@-hbSfY=6rAeC<Aq(p<=oGS`m5b|zj18GhKxr4_FJlLLsFSy?
z)RDj{ze%SQJuD=q`JL=0^3YUBMZUCSwoIfxQyK0wA#tQ9>o>C@(UMm!bZ4K_bX7Fn
zl;b;`Aya&l9$ucu;?Hl78SpCl$g%k(6^UB)FnX?}OxPVus4*=SIHYhvba2Znl!qqm
zjKAmeA58U+1Gv|1fH;>9ik0yq>9dP1j8qKj2IKxh)FGjdFlF1D7sjh9d4{QB8o4JQ
zV#pL9PA;DOo4_wJTRzPIHC`?G{l@a%CiH!%fh|G=jge5uCf5*;td6Sy2KiFHpO{yq
zK>%xnYywE7>SGy5)KUW5TSRgARnzyf*IF&R6lp75&(fX4E*T%|nP|!dkXS~UMTome
z7}g406@qyuSnwC>_tJ;sxl>uJnHyJ$Dsum8&7{ZU_v11j2>-b0p9I?fO$>sTAn8GQ
z(kGKtJ4svR43siNcr&S;yrwf&_Q7mDNK`ITnc|(xq9!?;eJphhkdONDURktQXI>(T
zU^D)UgBMXNOkOuxzm4=Ubfv}@XlewMw(?*kYfAf=EJNzbt)WK>y5t*6M9j9q#l5s)
z4$qSd6)~)6XCY>T9%k|YYKSf-G6_5NOT%0_sL(q(ET8WHsNw$0?vn-0Eu1rNY{psY
zh%Za5T}da2)F<_!o&N5o?Pd`3-%y`FfEPPQr01Q0M*yI1z^(kHnE$2eN&E1y=defh
z&X~S@^z1cvXRTWwPdVdgUaY8o{NubF9U3F1rug#mc!Cl=Zv7%POyAaw(n&#@5+@~|
zPQ8TZzO@8aD*<vZm;B5(E8a@b$zQa%ZmVkz;Zy}D=B)LVC|v}SMZQXo9LQ-@9PVKi
z&l|PmlSeF%BMri#^Q5gu*ZsAO=%cp0BMjD~U3}cjc0jhhN>s#AzACU(js3nzH}|D3
zsZQ|kqZ$^G3U!Jg#w53mbgKHgyx@a$I;NK$Pw&t1-=fX`I6ED8QBWjOFe4m*wj+oK
zmUK9Siu`ypqJL#awnS~O=_SA$Lkig`3K|IF(4&p{AVO8*x_PsxA=|7}ywU>X(waJ1
zFOQE%+9yU3hH{udWk^;(lQH_78A%7DCPUf~<&D%#m@~9vE&L2WzSmuDN6^lu2oXW>
z&Tgf?WJM}i37*KfVCib@SJDv=7^34%NMMkt%wzerWONvm-|=CFW|`N2BZW>b7bU%Q
z;vg|Ev8QqlH$h{=;Ebb3!SY#)sKV^2TaBH_XV-s(s{iTd+d43qC^7#Pt7v<2_%YB~
zBdBsfEW7bim{e^7@>GW5c7C+MGj59UVcqGeO`S`s>b&}q{Ts=L`ByqpqEs<B`kC?e
zt;<>_=WWy;Lq0i5o1_6t9c4r3f^XB*n*tHs=eMrik)@G`U$8>7E1x=SM<%eGg8GoN
z6<4Zwz9j#)LC+1hcJf-m>?rT_j~t;_$)C!T8X+#ym2Dx=?l1gorcKsu@qRJ5kkd+v
zocfJc8!Re`N@LMfeBO2GABQ-YvHM8wAL0nv3m_CH2ZA06=P+x_q;xLq3Vl^@HhHYR
z5z{`xh!^FrZD>aw_=8IJBC>duHa6G^VVbR0dU!G>dzP|$KU@BV)bGB_*W<B-Tz=W|
znR`hn4lLsHT^=4dE5^iCI2{_(M%Zgh8E=`}q}WS^BeddK+*mZMn8+%5_=2kiFD!ax
zX9+(l2hfi)Z@pbK5~Bjs%=fJKJHC@>=A!)*tM&=CaUc4i{w<*VkL>j29$LGs`V-=a
zcH=acpmoNQt5*R=nZ(L6+utLAM6yGN?s=?`w2f<E-*3tdu#=b0?<HK&$hmj{UfVFC
zu7NH{gPy}cJ9BWoUzVmONfRSat~@tY^&R2Jd%CI)=S&lal}3SxiAl$a6=MBl6P+ix
z`Cl1K<SgG0VKP19Q0^~)MTz$dha4v6wG<b1IE<Bgg+UO!OK|^a?*L!wMQi`3f4_gG
zf9Q?(mBE+dufHiVBeErE(GIDMb32l59MM!vCKNYf`sqUVzGqvEF=dUB7V+EC(zBdM
zsR<Z=r-<ICd)g-`nIRpByNG`1?~eSfJ@Yr^XXMlfBn46*NTBL2zWOOv8Wa?mo6L&*
zBL12)IXd4+uPYf9lxHHPqHa~xfLpdZ2*y~&wTOx<&yV6-NkHinQ0ux5%}h5I2!*8!
z^LCb5axnGKb8lzq4c6JmDkD6(FTup<9YacxNKgK_cdUn|EHT!H`IW9`3?ngL15+l=
zvTFAY%QIw*eLC5wDp0CI2P!_72HJX|GhtOK=$je0l4Z4Otlp5L=Su{=Djxsb%Ch=d
zM`EI5OXzFFdi*F0abP$2;7PzYU=q^ZMBDH^A*lSZa9w)b&TrQrtxSCVmG~vE@!VjY
z1;sCj$C$}+qo-{(6cj^Wb72!lTPfKk3kIcW%gd#WC3LnnELVM~@?+4m_$<#wdWc@W
zyFjvGK^n_|{MW_=-2R)5Y34BeQ|7!+nOcy%>OR0C^;N(}vP`v+69S|m2(fCk6wHE%
z=6U2!mK%L<<9=OCsOF+!S}UgyY9Qp7pQ3w<d}7ABz7S<m{@kuWg@+Z9J+<rCfaSRg
zAI;IqJE2a+VmBH=6Is{$AqdK2kYt24=|3&$RMGdoi_O@p8&e`0mbhPjY!iYWJ9LMq
zG<g|>Av$aeL>uw<x}ynjRc5e*<zbuE|7?T3`C|2}*{MAY=yx;8@61!$GVF`z2Bd=g
zaWgX`qfJ0$*w=m%%x5ygC<<EVxYS|;hLk)u_bmGos>P_7?6w(2Lul0W2pQxnu)t+N
zJCxyX!SBB?OwM1>eiWkgz%b04@GO`XH}^_$07p5S2Q=f8@>X8RvQ554gO!~jc#oRJ
zLO<{jzZb#@<xsD^F=H-~tE3E1JVW?K_=|FuB(h|yZM-}!YsY&|joP`i*^rlT*3NpI
zat?AHU|Va_6qcAhlTO{(*MNJ-`riHw)lhpoW63G3?C9rKIil?FmJQad?X;Eyi+@74
zuE$Y=sQaA@g|gBCJAz@a<A&@Re?p&0a#0Wt<NDtQTr)s0dg#%eqGZ}%#qXa|&G@bj
z2u#*<Daj~`FVWDPa1a<#v7SBA-k5HEXY|qYYYChcR=YG;Fg6wUUh}Qgma+3m(8W0H
zI(Dm07Z~r_E)OPPHpp3;NO7;boLrl8x!iC9I&N(jiTUp?RK45o*OAPBodj(U0a^WN
zu~pO1D0MvO4&l2ry9|uM$BTD9*|gu|jRBhc>nl5f^-0wmVxdXn@LvZGQ-lz*X4KVL
z5B7uaCRFvNLY^aU!lp_#m^I_<2ZrnYr6!d!P61u3TB(QrEvgO??W^Z4L)Cs?f0sOc
zqW!3g5CK1-Z0`CrX=}4O@jU8aT;q(cp2%3Szo$2e`z}5Ow&paub9Zn<rEogHP+UCc
zx?1f%3AFakI%!?}d`5v`F$Q+HIIR3DXc1U<cGmCKd{zmgGfcby0aJ8qDGuA-*g20%
zV;By9m#vtha5^^E@1DCiX`h@x`Z<nHHH0J8pkffo1(Acxr}r&RJ=W7V!&9-U15Ncs
z?vlXFV{y|W1|&m<=X#%Uj>8-gjdy?Ertl@mdEFa8nS<%Rn)^4eS7wplOzpLA4Unff
z9r0<_>>pjX07HGLrKL^)&9fGpR$7J#vFz;#zr-$@P+D#S{*p1>cmHeojv8VYs#AMI
z+3F7g1rc76L(yb8|J)bl=T_DF$61Trtqmp$6AU%i%99Qqau9~siV|P*)mqRV8_DwW
zG1(M*J#)QfsmNl^EEPxI#l#g2#PKy_lIoG}=s+omuE9vn+NXc&-p{9%dOSCFn6WR>
z=a4Zkv4<#m?pYSpNg=O^T_xl%$9V`>h9lR#@mfHi6|K+ZOaUCvWoM>TZ6QS-&;E+n
zWb-y;z}4+wajM;C=V69rrWS-YC{95z5?#LDd2`D1X?ynWcD`Ii>+17J4zUo+zxtF}
zOd)J&K?Iz7hGFCUc&yGjsnD$GpWSmj*njl%fEoL{3brhZljmSOpewdYjoWd*pC6bZ
z4T8qUmzj=PfPpbWa|LM$p^JlJdwsW1@V9T+7in0}HB$hOG9R$#zE-m{?GT91UQmb`
z&7hTVCo3(j0-kDeGfdPN{w6x$ZM!!c2gSpS_rx}SrSkI0y#hjtoiA1E?`kzNQrf2C
zcoT%;XVf|0q*1T@S`O$qj_>s_4|r%fZVFI*$`DSaUW@ur*`Yo<!lnh}BZ7Mgi)vd|
zd2mvHM@w4x+M;7Xi&-cdWm5Q41U~tX!B`R_wzMjFDZCzgCN%$J$p{9;8WYq4D@$|<
zHFC33mN=J{SzJY&?MM!5A9b7lz-G0nu9$ot_fL<6Pn*<h0=rSt6F#}%>a@vOvJ~sR
zy++8Da6b^V_=!fPt+W!bO^A8=N-zmiomTe+JZlpgZqJK0<T-3BW^tiYzr22Vg|1cx
zpvky#p?w2rxaa?TZk$ax+wLPpL64;T)1FpqdO7@Ess~W1!abJLYF-)Y$tuj7e*5`d
zF~s7w%C#K4@CRN7B%N=+uB<$Xxj9F%v%`P>YMpiGjDHiB4{@oceEZO}?WMOdR0n86
zz9;xquV%~l_HM5hZ*NR0@-aPxb~m5WW`X0IeRIfA{)%?7Bxc_(UPj-YXP;RBbGr9a
z!Hq}oye{_oG!@+(2?_qH$Y!vrZ_qlsEyXHuAZ%Nl9>~;5_kk%I`o?P%V5XD<Ff(9M
zm4p)!T`pTjDJhS}?|za~n5|OZ<_X%#&NPWw*v`)YSGkvhuhH;U?B%^ol-I>IGF#>F
zN$jkcdNT8nZ5kzP$nxOBS&YluAl&MQn;m`}Ia{$je0U_Q_SW@m=mM;G?NFLnDaAE4
zisK*p2UDzdnUdg=;Q$e3lh52Vyzh%ZEcF9Q9(-n9frmi_B_9<kXE?2Z|JY!0)Xbol
zZe*U0UL~kZ_oFsDG`iA5DE5f@4J-f8Elbzq0Q@Y&^7~=2!&9wfh>}uj4?!qNn){6@
zV7FI4eN%$)Y7HS27JsxU!!=Z;4?-sbJ(hNcVNn<03+Jnoy;|3ccoaT$HtXdNRvq>Z
zn5ypqZOk^}4D^ufKi=Oy+S9xW@GYB+)(s&%%b#v0DM!I#x);z{0OhqfX#YRksq=(a
zpE3;D)8(_fHyDwj0h5YefA!V3$<wzfj|l-qqOjSOCB~*1m^NjHeO4ydMd*;_+xXN`
zsxmS*=ekAG*LVFw9hlyttLEKwnyq<qYHWwddyyeX0LVS{^kQLxN5U4hC)yfe|EU=v
z1c9g?re~WR*BKb*tkzxwvB+U}Q04BJWtvSk010p63Q%at(tvT8y+z5azPS3&!&y6%
zW)^+%(&fp?4zm{y4R^Og{{Fpf*hv{Qhr4YtGrWeop1_Epet9jcDO;72-u#bQ6?Jzt
zeBoQCSqG1!+h+d4oKE%YC(_iE;33jg)&VpLb}U`An6>87UVl#V7x~7)p(`6?N#%iJ
zz4)%d9}FB{?9#p_KQeJbQWyBb*^;)+X5-Z)BO$Pgpo(q@vhmv7))*_&_9*T&$Ec+A
zWl<S~ee{c%&T@^h@oLpb4YKj_B`9kyovn$x8UuHj*lRcpp{ZQZ9v(_IZ>rz4?egEY
zCe~;7nV4Zbc?5`<<6Fg7V++1PIz506RFwkuhX1_!x_mGBR1sgePTgZC&KJZME;c;+
z5TL#|a^6&kE071duTFaOCzpQ$_61VKX1g`!^!xj41Vs>_?fg1)A{Gkk0^a1bTKnfs
zn?dgWu1ghNz#E)SYn>#*zBW?G;<;^7`5N6fk-IL9n>qIS=~WRYf9Hz6<P()?m?aig
zr}Z~M6Bg=R=k$NtvyBv|m0zOKlB`%=-fh6TL8hS)h$FhGCQd4@(1$NBbdCL3_gp@i
zNd765R99#^12uRZR)z{2LPhh}U0?f5bp<|yZ7Xh5fE68-XIBz;wjBLT$ec~fT*{kO
zCZ{LR>3K0vGloisl`P*g#hfn-o~>3!Ce<Ecac0r3*O{_~UnQsZ#DQ>(*t&uO82@yK
z&fkxbk;a~Oe-0=ATNXdCoS#JCz!aofdd{DV0@9mmXsTr~sI+ku3W!qiim;MiC7P0W
zMMKUDJV7##RInjUOKL$j<0t)z*7$C>C;~|D3;Z^w0-GL80ZOgFy-!BU`v+4#AHTV=
zH&+vJAt^lVtX9_xq1MO+Emng3ve8CjH<d;~Rbty_#w^dexelX}QR&9TzuIF99Lv9A
z7PAq<$?M_{j~5!Z5zdr<vR)EQR~8U}-9>PMXLjm*U``I#(Jk(T=F!zbW8m0mnmMnM
zSeqY{cL9D#^^LmIIc3@JnJ$19AE1<HSg;z=!>>RO^q;4F$BM^~TV_t4IylKql~$RE
z5<?a3A&+><RMctQ6`D8r1|r0o_cZ^tLz_OK8EJ+VF7czNk9pOh?K;w@iuB`=X&?Br
zJ~X^(%iC8V<q#32L`VNkVC7x1bvOs%lvT|Z&fqx_qH95tjZcZHD~~Q7>F7m~s!JCi
zwimp!GD{`Z+er7;k7NlrTUaq)f9pQ8<cSCEN!Km{qo38RzA^inAa}eFjN$74(jV5!
za)wByP@JQDOJ7&ITBcI@7Bf1uJnQ8zCA0n^Dfiu=Yl#Oa{Ng#9_Vq&~dYAWruOD9c
zM<+Otuk+(lX|bp=b@!%~At<1mgojCJhr~aRC{vdZ?Gun~JJdu(i>cIo4GGuQ89^GS
z*^G=fd%>@hOlBKir6#nU&v;})>V-NV7bGZ+V5(g9e;PaMuqfNL-M=<S4;_jO-3=0g
z!q7c*OLvzbpdy{p4blwV9nvv`bc50Y(w+Mu-u1n%wZ6UgzjJULJayM~Ugz&LC&^bB
z>w0(IV~YHEB&tfz_yvAR^yKbeEFXlVq%~m#4kLvuJ9$-K@B6b}=!}bYf%H;$Gq5<y
z6=RU!7pRd@>Q@F=6^!sH>DZCen3VN)=f9?mV?WL`tb5!baDTgVlziEM+mYIjeRipb
zqNT2-Grg7|D7%<e@LDsh#juX@Bff670AA|N>Y7e)z3ce+@H3m_PB<~b#HVG}AOYs4
zWK}bb4h6RGc3smXF=;xIuV4FK9fL-6d#9@6ln3iM8B@h=*?<Ej+K$4{kaj(~<1IwE
z-hF?lBK@hFhgFmqmpwNspHZLCLzX6!fTB{}$I8&^7m>DHqh6A=I9<O<TZPSGfwul`
z<lxwfIC>k%lkoBw$+N&`?Llu6V-kWb!n-!;<$G~r3<&01i`DWHtPL=;!m9Cv$te8s
z;BW#rxIn_oQZ{dUA5F`Vk0&%Y_6x+vg)*&w6cpZ~0~LmUDx-LHvc&xO{Qd;q(xe2R
z3d2TH{n5Ncsg)-pE7NThe~wwWWffubO|%9CZYXF2W&UMv;U1!3NTw=`fIW4>jo-xK
z0hnB6novgkb#H|_A6B#EC^`98mJihGB2T5*3FXwml_u^USmWDbl}{zAH#(vv>2*bP
z3^GGYbDlu#nc!sc_N@)R`kjU`tCIs8W<TD0RqMSMh@#_!5BKf1Dq2?xMaikMzCcvw
zfGY-(2qpLUO(9`s7<m%wfIB%P#<;zCZF;ONSJWQGSW(28>N@-TT?>;S<Yk0~C;yZ-
zn0$dBuJ^uo#UT)Ko$!JP5Blx`L)oj{Ry<E@0vWDfRa9OcfFj@kg`~{Tj21N#k4H16
zWd2?gKEbet<Y>h^2Z6MkB4I8MyeGL|WpTNg{W1no<dz>p5lWF1lT=~f_0~Im_@P+c
zYfGbPHQuqzh%Ymm!&P0xQR3x92vU8Qf5sGlKEa@&J?NHJPud@77x@sCiQgVkL?p5p
zz=1oEo~p<!PLv^*_fhln8>?pq&35dAmIpM4trp+=9eZ=P-Pc9zpQ#WB|LYzpLmT;k
z9py*c8$A|;oM142cbDNLCC9_5JE3JU4r5ZKgqfjsN#D~IvJq)w7YH!e1IQH<ks1v&
zE$>ID9xzt4u1!mwFoa(`4T{pEEo}{Mp$y8f2+Q3}G>ZEXIf$puDz}wGyA5W^D8i`5
zuw#LqoJBa`QQIPsybte2RSK}KoTsfSfy%S84aWRv#0uh}MT6DN2MSxpZ8VrtMxc77
zM*Gh-)!{F1Vmuyt6D88}&h;FDDh5Yps7b$3u|Gngq0<|-BJ|u2#<w?Y3A3@51ge!n
zkrefgUbf>I{<6`{GwJ*+>q)xbTW_sDwl^jPL<&R<9g#oZD!BP?B^^);O4mX#c#E^K
z*t*Xvld=N4V*`($4Oay*%BdGH)2vU1<C>Vz97fu^)TKs-Nh2DncN=Da0)OXaf{O3U
zqt>M2r?9z0sd0-~kKgz|KLP#XHazt+JdZV3s1)`fR)rNV)(Zu6s+qT7?5#LqAAiJ?
zf92C$Rx132Z>l4lK9k@;$GyGJL-_uhU#-uH!js0YpdajUr8z_$UmrV}$3CC1e!oMP
zRIMD0b-uZ_LW9b1_@`wm8o?+Q-FvbY^R6y?vnpMWUl~9v*w)W$-|2i8)02{wQM0w^
z`K`5UJ63U2NG*>>E8Xy~!VI1IUCqpLxF5B4fyNiic~?@p&v9j&wu+ITvWgqSVptxT
z*3|~qQ0ndSru7MlGo+U_kvSqPG#U2%G#b2z@rVO=|8pHq%z5`}FvVzSH*O*ZuC|xe
zU|xp*i~ekk#0CoQ(ib``C_ZzvbTX!|@c1+)RPGTYKAV8C#mQG76)005sG_pd%#{Y2
zKbjbs(1{+zo52Xsq9tS3zFj!Uz~GG^|L<ky^05F#Fvz1Gomwa3T~9(ObBmYOB8?DB
z>$4C7yP5H@ZfSA(#AW)nN-@arU|zuseNE_-Y=&Y_P>+rf+Zh9zN!Orw&>nhWTlRzD
z?8}(%xk4KfN-yP@jcUzV&uYh-qpjTvBhI3pWF}&se98~3$|PdffswZMD~`DOO^)P0
z9oS=^X<;~3T<=oO(N=@tn3<>X(TyI{`)U*PTH;ou4?+iB%<}5=C5ACN9T&Z<8ouH|
z|LW<%q6baF^<PLaKdUI@vkcrQI<xa)n{5?u+glm{RIab}uYo1>kFABx6#p5-=g&_W
zn8GLpqk1h6Gd?ACjmi0c@Z|PI^6y#UpltOKu#A@P6*6E^hkfdC@lWW1fyA>if4d?M
zg^H`f<QOvKxMA(yP<KOUs<@k4Fb(V_-}7SN6)cgI$1LVR_i=t@#L63dQ9S>mM&EoK
z3WpfX&Y-vFtTl+rs5sB(p$iRT8rkBIhg~#9<VSSUPK3$ToQbO(F%kN-dx~{vnQ%Uw
z&1`2<?LDLK6>Y0FRQ4Ip6j#<+F3zjoBL8d3)P{~^(J)#@(dg1i3Uv?ty%F|>IA2Y|
zoA{?A*V{%w&)@m{hxO|Ehnv>KoB<(EsQlY7l1?tWpR=tihZ&vUR;9^Scqe*FX*UA&
zTX-E#xvzmY3JT&Ufx3N=0_IOyvW|G+<=xt3^K?vh6tQuNre1Us2fm=ENX}Yp&BWfa
zj*G*kU-pg@oRMshiWBlzlho)K_IB9H@q+PqN}<CGvD_-YN9FpQ6$Vj;4r1*Ksh<Pk
z^s6*<ZAQ5sjz!q%woSGfQJ?Zj9A0gF5ij@MH<7=h<1~>x%-xZoh4<T(Yr#0Woizeh
zn1tem8z?uE*GPJu2MI&uf5FyxolB)&Lsn(e%A|X^x+58!Dh6?y1%cu%_s2^FUTfc7
zhP%c1rk~?22pz-m-5>kuZ)R-ncR%2RQzpYo7)<UNcm#B`ayXo5j;N)t$FOY_m#)ou
z$;!ICfK3WevqcIUNPDRjVg<QSWMmA$B*3kDbhU+gT@SJ+{7>nt=v8@{5RC)iA<lgZ
z5+!TQj_e>^hey2yk7iZXspu!}s}t=%4b2&2_8)D9VJVAjtAc}shrch`Z@PE~KciqS
zOs=b44$6K{seu-s?M)9WsoIT75#xmuP$;J1&q}CkjO@!n2=FDyV1`fk0z0P?9%?9W
z((Obvmt4i{ClK)T{~$zsklWULV?bp>hqvCk3jW?u1ILHkL-n1@kx2|#x6$*+{E$P5
zN0hpJnxYkY$kxII#78QaNy}qX(U#~wQ^B!agm5@`6jKSPDUov8Bi7*-QAx$}IUh1A
zzQ<fDhc}EUHCn@f{tbNzB6TjCk+PutA6<c&<oxwa;zacF(0TN!h;>n$#A)B*P!`@_
zNTy+q@lM*NkRYeWL7<Ts;gPaXbTBkjxm<joO2_Qif<|erh;&W0qt2ZAaIJ{2O0((U
zlp$6M^-v<kqbvaqIz8H_D%EBs(Q1+|G>Jj%N@d-`Y<^9>V_%u03uTe7EtKfMZSipb
zF#}xhs_$lc3*A`+VUe`5rZ5(i<#7ETblOTW@Dhw(A7M>DZ(lJi)2v`jO!HH&iMbD4
zMdhi6-K9EplwS*~6saJSUkoHk(xla3|6$ZFzD#0XMY=^I8v^Sukr=etKBk`6cr8qy
zidSj{o}>fwTBL>z&BUeYp%B5nlIIyawSx(d4-*UDw%cpzb`RyMahMJZgB(Lm!K}YN
zXVVqayBmEu019jLBW#Gi2zFXt<cD5IR1+U0#p>AkLK`H<QvaU6uE(}0lV}Up-*<Go
zc7d2g#(&=RxvhfsOqux7m*<(&*!l*lW{Y}q_}rf`qr{`-vUV_U1h5@-JNwhdM?|W%
zT1=VCnD|9Vu^>k2N%-XrSTh`NLHKLr8-mTNU#92m(`F4Uh*{8_QS4GmaHY0SN?F9z
z$Z-|Vw{%G=6`x(=q45>#kNS4M7ecNdHlM<Is(7{Gze$FjRJRk%Wnk%5UVr>l_zAm+
z=v+8D2Dg%uA^-A>pkeW-249YL98=veLgz^7SLc}*Pw$4|O`Ffd@Q?r2=JU^U5=$sm
zN%~p{7x5Y-y-Cr6;7sZucQ{_G1*&MTk5rv$Pi(*~Ce^1>+**#DQn6H=NiZ$Wu8zJ&
zZMQZl+Ui6>lF=8a(9J%w71x07Mxd3bZu0j1Ai8@xMs)~F`Wcn_w@T`xU}E$%d}>6&
zw^9U(<vKbM*~OjrCse;gJA2iCj@CiRMfZ>?J`2uW{)!_YpC%EA1*HIkBiueW*IE9^
zu4Ip0n!;FaPc?OZC}@x8{@?~<2f#&dz1mL-|LjJ5_}Q1q-4(^t5ZfCu2>DH#EA<Sk
zr1T7-TeWAp09~;ndB6&(4b_zIfUXp&zHjq%0E~&31butSqMgvtI7coV9Nh`75ynG%
z|AQ0<>}<u`joWLOI__H|G{9tOmpu>{tI@%h>E_+qmqIjrU!9kuW@Z8;a<DnLZ&zI^
zojI<|VzxsD4QnAH3VLq-`?JB>O9_glh}T*lcTeY&f}6|+nw)O!aWO>T=J6Y&=HCKv
zK(yx(FwXwiKrxBn@ed$-Lg%UK?eKz!<4?p0)rr&<Xri-A3I-n)r{l)a*s^piPf*Zj
zl8zV~ONj_(HerG2;>k%P)gaCwwl0&2r_fi1rR<OvPfTpiFMA|3%Y^JnFH0XKqC?|&
zJ{z&<J=Iyn@e_!_5bK~&H&j5)_KT$HX3A;&_Bd$d5T`<4q(J27*wft5{I6o`iE=Z2
z`tS@>wlrftb{t)X!Z97hPx;cW@qXW)+Jy?=t0gsIh(fSWr;v~Yw)wvif$i-rrvR_N
zaeG#(vWH5;w!7;ZS~C=YWnygXvQbzF7*D=dR5TP9R|C*4K!;k1D16TCeva__)NIU>
z`=Bg-a#GE}V7WZnDjKd_pmsH!_n|Mo()b`Q2n9vT?bM!_&-~kfND$BRs!i~aVY=@%
ze>F^^W1GNjWk$xb_M#Yo7*;T-*1IgMjchdlUG9LX<+}tUSGn1ksnTM&jMAfggVVqd
z(@s}N6C1cP@#||G0PyCW-r+fZNQ28>kkMAX@&}7IH=sQao9W^w&)@HlpI>d&tzQA?
znaa*?#`^P16wX&0&a-@H$S;o)(u6lTt3;%t0h3Cf+ulOs<<|O#<b%<(Ek?KPrd)1C
zWt=Fr-7cUJ-*l}?-IA};A!W&?UWj(c=v;4-IEf?`alt3q=5%o&&09fPnL(}YKh0kD
zKmo6W?xtSO<d;BNMhBnF$SB#+1?5P^SI+IkQ@-jyTkG=CI2f{0P}m@{M~$o6YV{)x
z;W9iQ8Jn(5b(|?Pk-6BX><%Asg#ZSt7qzd;$XTj4(*Yk!GO=r@Zy*0w3=-qZ6o->m
z#1=|vJic2iSkwPl!BXfpfgVB4k<2}UNLtuaTI%^Q0r52aud+cbDA2woz%OIyWU5~M
zW5^11JWQvSF~pmCFXy{y7-ilI`jBUi{HL^n^l^DfT!yOnpNyj<+5l&CRM7~S<x|nL
zn~kB@+n0e<Y}N$>#*mbDadzpH_Mn&q5_a;KSFrs?c4`N=>8~+9Mp^z+u0ffG6)&QH
zL61jB8ay^KQemk}yU$1RRz(y2Rdzwqz9JRNFFx30<|SUOF2*^@#FqnLEt1b?S_eZz
zG&Bj#&viq242P4HFBb{NF6WyllM?IzV?-c+snfdl9>!0A_BNGWR&K)pXnEfyf`TRh
zEl%V3qOg+#`Buf_zIxvn%V{;x>_saaM9{4C4e0<Vz`fO|yx`X{G3lz`4f%jMaMbW#
z!;G#o#$|DwF$f<hfd??wkJS_bUwnn*GYk}Bj&CwT05^mTaID3Qk3I#6k9!}B-(wEs
z7P`H-^1tB;)8%F7TNxXJQ$tCg;Hp{xQX!-a5MD>gCHV90Gz%r7*Ipg28sufbsA~;>
zQ-CL(TEBsF0pL!|HE;*cuX8(9Mt5=vB%9CHCHm6A3D{&w<xC6!k{P7TWbbg4JlVA*
z%=d88EQHH$<!bJ#SM$_F)9oVa`Ky}1=j_J-YLnM_Fs6Bas&dP<PGd;WIj(p0)<fni
zGJR8tYK4pyB>Hyl)d2&}bScgmpx_v5a`lIi=lU97o*O7@x@oUBpPu#>HWr^;TW`8;
z77EY1O!C)P98FN4R=$Ac<xy!=e+iT(1gE1I9zSFZM>ejY?(N5e(vhyj(yD+YW|2*7
zBKDA-84W<1hF_MA3}=0!QWmLgg1$kNQaM`EGfBW%_Kmsd-MCWZ6!d|`qTA<PymIsy
zv4vjfjiVVygj*RTb#r(XU+8|FTKr1!h7q2z)Y51^Z+0SEQ7j>+-)N5BH0FZAjiN&&
zHOyajCUum*qksNEonaxHvnJ118MOU8MaZ%$RJZ?4JuMB(ggLw;KnV*U0hjI=uzhS+
z8m-^!5%C1fg~wm*`uI$nJuyZUBPF8pT=#lULU<3?0Lm8Uho+Se&fDUL?Ou_Mh-D;=
zG-2!jS_GIabyEP&<#vlO24IbJEzS_)w{AEYZ9cj@K*V@vxBn?0X?>j&bKn|S+W+CS
z%cetmbtd<HG{eY3JIWcr%e(qDOADy)O6uxY9sGQliagBM3`pA@Tdmp;;wD#1(Mf}_
zn%yB8<*Vh&58--00kGT5rS=E%R6k7NMa4wt=kFI+8qa>WjcGUtQ?w*U2LirH+7G)Z
z;M2KSD>^j|b@8b?iyp&c<W+|OG-<L_V7Q#kY|R}E!nejoN3G^&j{#U_?MjGD@>Ts@
zo_Zx$xQ)B(3Ct@47;3=3QL*6dO#lV~Aca>I9L-By`KO28z#Kiqz7gs8x$Xs0zjCoZ
zx!O#qUJO?pn|rBQU_D#iu~8aQc=Sje|CMPcz`_A6vL)6j%J!2}7CdD_H`Ep_04{v|
z3r*_;u=f$a{Hjc`VE<dqt&`;JU~MGGR~VW2IMFV|M3Xh%;(8T`V<()N#lsj#`h1E$
zu-uCR88#iCnWiI)dUPi%4pB+478u#cXEQmYX5>eZ?Bp5Qyi&yA97(heqAIWQe<-mQ
zr{?)CFrReK&d{6~pGT?;dm#GZoZ&Vxv-@y-4=R123u_T$bVx)sNT;<;62X9x<80Pz
zTO#1aMWN&&oMT=jn<yYR8DB4ig_v0GH6BjfK|vi($2?~^j&eP==t#|%kK#-D#$HXj
z^dj>Nlt*oHV~FmR)JT(<&o&q;0oZh5!!BXIHel+jCtT^x&bGF!y3A|#`*!1f+gJBn
zwPG#Ynro!Qo!{hcPA*gtfxI%U2{Uk7n}*3d0DbSvfDn7IK2}Pv*GL~<i75vlZ5NYo
zHG?ka-&cNd0Ac#-G?>zN^=yvE{g|l@HS<Gb9Dvcp7}%&r@;BGHJYRyanMUhKHD0nq
z_M3d*{#dGI@5ljZbx8B_hPwH&#CGcURjI{PFfd~#*^Mfkj4d>>g!*RkpLYZ7#j-Zw
z;%5Ngv&9tOVa(16IRH$PfZW2IHWigCe=Z1>L+rn|x-Dtnea0G<GyDUa1DG;>iARU2
z0GgPvfFF*ds_VN7(08W_wR?frYSnNM`YdQ#=PfYXIL#b9#7ML|l*<Rjhs$t}+iYN$
zA8^i{`X*2VbhU=13Xxa+gihc1&Ng{OM{o8FuVb_G^RF&uK2W9-YuOJ1bg}aF>+fg?
z#mFhA0AL|rPRw17l-?SarYbob0C5rEa}A?0Ty6o&E*c@nkN0!08p=EWL_+CLCR8JF
zT1+POE(3-{HUK2o&vVsxG<S7}gfca2y>V;4bu=2X@LsQ}oIYFyUJ+o}=2_V95*p>T
zo-X2_wfhA)vSfh=6Q#}9e0d5$j~h1z3ybTdvywUdd^eLg%$l09m9_Sal+rUZ*AK=L
zxg4+R#YDVQJ8R9P8>!R1p*Wq28en}x0yz*tejePRn2wMVL(!lD$34HOVkeUWz90YT
zNILIDdGs0xro#$nmr6<|Q)3{u5$zBnwKbZE9V9|Ydt&~UBm<Y%A>V*IB<khIBr1^4
zOL@zo4s!e|eD1<d^fS<YCJ|VwI60q%RV>_wIW+(IVnT=BU)6}C3cs}15WJk#K^-1y
zRSA)_o~#<iaR|K1G(VBlHkJ8Kw@C}#kAIe2Lv(F^$3_`o%ZR-K?4yl*r+c{Cmt+6o
z6T6%oLsecmX`r$_H3`p>B-raIwd(&<<otFma`FKNwi>6cy3!Tj_b~Rept;?Md6wj=
z9bsbE?C%Z`hle1Rd7SuMH*sQw+`Qg8*x-J}12j)}kS}3e@fosbrg{+(0z35b&{^V*
zuCcf4jvzGZldQ7EukC2po(DfqDaf(1Vdn|?Kg{zN3~G*O&!aF=C#4;c7@@Ff4+2eh
zc(*L(9Kznd)5(R=w3*emT6f=>$a503l6PH{kc!7*SYzcx&F}Et8QZS0Nx(ti<}AuE
zyJ=M%^>+g={?zXMGcx?-Z(;9N*NhnaUwy`z;M9m_w4q!2^gcknMJd~wU_6Y*sebnr
zoOr^g+5Yt+)(Z(1I?7b9M~MRtf&B-kZyH>?qm1k37crfqFgUGg7daeGF<L@6IP$4}
zJGn{H#>p>-ao6Gxl%+OJ_9{zjI{JBu;SquTEPYME)&{gQP2WeTv|AULl|!kkTFDWD
zC9#tf7g_Or%&-Dc?UH&4qwq$Ie_-Ou9Tg2Tx_gIxOZ!{2xvdjjA7cJ_s?n&^5YW>6
z-T60l0%yt9*HmR$Yo|vo8yq_=O?eQCYAXJ2t)sbR2dj6b-7v|<Ci{qlaVULFG`H3_
zh=4xWmAAy`sS1q1K*AN_Fi?xc&?YetqSi>LnAZH(W8!F0!~L%eavv4SQ{MK$c;We+
z15>utCNFDL8xb-I#XW8u?WW@DScE-do5k`MLzUjvaJ@v?1q6Lw?{-XF_&JUp#co=(
zq3U(DNu5rPe94hqIcS;A@^p0(3*L@wVMNO&hcf5uLeG?jpQ;bE!Rpt8C=lz2V}fTA
zRG#1IHn(L3G3Stf$F^vt{mtG=3qZ)AiZJ10e;f%t*OL`;DUb~c1M}sfd(f(@x#WPp
zr)cso)5;Pzyr>Ohk0?Y3SAUhmqG^lGR1+XSV#&N%Sd%I(gC>|pTZIP*7@&6IgaoXY
za2be|T8CO-G<s;3k2$AecDJTvkeV?ots(5_M5fWf%AAU@X?Qn%&A7TBEvfL?>c_?9
zta}a+Grz&lc_GD#oudXkAyZ2V7MPAS*G6!MOhUv*?nu*msq-E~n(AtsfGiD07CS4J
zWdwFH`yf?cH|NFnk6dzKnGL!^6ksFsLh9yZek*GIL&FLSKmv~He#S5C+h9=2qzvcC
z_BT>)f4#5>w`FlxWT%E^4y-!rNz@!FaMI@IkZGLgZikZ+i`iQ^Sh*R*FGlXBk<cFS
zE}hp9ATd9H%6|(Z!IaC$r@5cL{Cd@FIxx(wOh{iWvcSAx4YKqU`!RnyK|ljjm+1ps
z^o!AAtP?@6kxr$~aWId)w4$WG8&%f0Ya^Dm$@H$c+l$34Oaf*@k|+uDSz9?6lX%ZN
z|6QS>SLv0y0WRZ0Agf#ttMmy)IzrmEYDW!*<SrO>RR$h?)5FHE=laH+0O!ZufWhO|
zVmJ$UlKxpKv)uvhJlA>hcdhC6kAP0^kCrdk2pGGt0}rL|Q)G~u94&R9XVgV$7#uYh
z;yV$lr!+5%7kO)FJH&%2b7X~Be7O2i&exkj)hb?9(&BB%O*P4_rMdxzJ0xZ~6iX%n
zFZm>;qOrxR>G(T?bNutR$@y6wB@R9w4`$)7qcF&YLnR&Sjge0vA>G**6&~;u>K2EJ
z#iF3rd5d=a)C@BSb%Z`Q1jDgqK!XoIg}|UXSZGbJAezF|ktf&8+U|`hj<SfC?a3mq
zO+mN^iI{_LI0$n&$~OS(wm}c@QT}Pok`4Ns|8~vc>O1sd>g%#8mh`qzyhH_c)r(@o
z-=QWO6_9C><@TkC(-zV>=t`KghsPRp!-WVQWPR(#HPJGFj3I~b3grlm!y@>6pm=SD
zNg4Ys7za5u4+@1Ar{G;!x~BEe;w7qQqT#xdY4`Ocdi*$EEmLH35!B%Xbg5M32vH7Y
zEAZ$%if(@wRrFQfffgDLW?l{tkEwqk<!)jiAX;NSm5vpD5jC^ASRnc)xh;axH9q*|
z87g(+9Jx&aCX>i&=<fxEZpS!{i{_UFZTJ6K{?^dA?tlNMIvq{c^FIY~{M2va&o!eo
zQz8~DwfOR4VjfEPuX|Q}H<>7Kjh0r>)uvJ0QISsfw7|d-5s;#c@Em+0)muP)@J`q(
zi5WQON`wnrYEZ0+9b{s85zP3t!t{MK?Qm**$#W`XW0XyXWAb!J5_$q-O_mx047W2+
znQ<5W5`_ScL?!Zth`b+KEEOq)(jKyDBu`%QktDj1AB{u4WE6SJGdQ<%c&RP*O%nAi
zi&o(R%v3SRLye%CnjR>bMz42b=ybtS1eNpLQ8twkf#GaVcB5W)wS{l(dSu_#LvMY*
zgP|)3m^W?n0DqAfBL_qf9wu^%GMVbTWJ4>*Dj7ogNSOsr4nK~==F-csmsR}A#qr^i
z;T58~hR~<wr$O24JLDP!Mm^d&a@}2@dvIb(H{u2sRT!M(3BqNDK0hJ0l`7>M%5!4(
z|7+=~ZoK4A6Rbkh=$Li-k>a6{?+WIl=H;f2u8K!(*%<VMfI*}jRszG}9Ec>u4v5*;
zd`Tn0uP;$Qz}32xC)UaL(<KTW`K)P`k3dLxlj_c;aK{~c0U*Btq+hY*-|hutQh`$1
zFsdJd8{go*)Ut;yB0a2T(|#(#LkUGvVWk%YCxMd;Bm!OI{*Oh(^=w-S+k;~$+aPNg
zL-;v64~*^PsYv#i<IKI#KOYyPv--c8f1RY7#KP%6_N7-1PgUZrb^(GuUkL<(J~Elq
z@Db){m*FZKuJ@&$!t^SOw4KVOdRT>ToMW-~$xEb-U5tV+P@x!k)}3xQn{Yx5Z`p<j
zX}Z%JOC4Z^yagbV{XFnP{o`Z2c5vO9oq=~l)A&+9PBkT*ZMh5COROK(MGM#0jC+_h
zc)#06Eih6x(h54dq$12;{p0X0v;cqJCuL$99+5lh1CH=JWqYoc>1}3Ptd_|~VR!Pl
zzr>89bq7%|8z(`OtvK*yN%|=ll7=767Qb9)n4(y9GzQ52UO(ri$R?bC5zPdtQF$C&
zT*7v+kolgSXT_2U-Kq!A6*<mzmHl7W|L*|D8@AuSlq9&%vb>ZbZQ=#n8nvR%l1LFH
zX3Z|3SFnb{mBow38{#gwGPF|}y|UC=BZXp^GeZ)x>s0xm%`7AZHjh|p_sJ<oa_;fB
z=a6uKnpH;f+9RfrbqEQcG!YtZR<=Lr%(bq97i0^yOHv@#Bum3NQ^Z<mGvMZ!0`WBG
zU%bw!WcW9iKqP$;B6JFX(F@ONAfqx(G8$m4{Pjilc5sk4O;B>9{;|gi`$0GKvkT4B
zyGuBQ%5S9=kG|w#QbvzZWtF1qqhhmW)F2tBb=S|5U80&?u~xee_9X8UvF_4|8hojd
z=Eb*HJ=!*^Q?SK-`qKi(FS{clmcv@h%r5cwvVmd=o3QRMx#xB}CJh%Ubcb^5IYeC8
zQacX$006Z)0p{f}z>JS*eoqyZuDdJS&%yjd^;ZdEo^yn%``W**ukl6oe*zq@XYhY6
z*4M1GFC@e{9HkvGtyKFgX6NY^AmWPB0$q`ay{eQ@`ZArQEW^-|)g9y#`k)pKU!Z3}
z&J_^tQhduIbwTVwDRJh`Z<`dUq|#EN(1k4xcXG;xSP5qEG56ZPVnntUOZllXCRzpT
zIt?%_^uE#SFvdO0u@FK~rl;t`8WRYvDIpgiH(?1QgAL)Ffx~@rVJ=Jbxq_I}E&aIW
zq|39n%WVJ~&EwEN#97?`dLuiXhAzC?&Q3v0PE!0J5tB|Bxc4u0UIV{~`U#3No_^LV
ztRj7_?_Z4_lPd*BO~*5d5vkNg!t>dRTv(^M0|)I+x&yn<H{O>Jc8~~ivXed!?BE^7
zSe|Kd{gTnnSfy9=O$0vCWuf!9IRb94CqXoNBIKc=to1Co1~U6Ky#tnIu0(k+a_sBi
zyU;97{C5S(M9Z~|x3A*b1OLZ{;hJiB_vK%L1@zpNsRe%sd5nSUeA!}IV|zN5_j)S6
zS65Lu1kyE+2y!vUTZEmgCe#qMJdF!tYGnHbF%Si*KhG){^kTx2&eRz;h)LWAbMa+*
zKdKzsvzr%q=2)TX{?`(Rh5W*a$!=+>PT4!tP=C`yC!bcK?opHR&Pz+hJ<PFG?w5wf
z@4s?{F(~I#wzA-0{__2ci3B4>;gg>wzC^bM@l@bne+*$VGVs4Rwl~!TTQLFdW`xX(
z@Ec<@utcO`#tZErrR($LCMb7BRWXEUKdV(eF=hAb-430V|1d3z#?fJFD3L9s3GRvQ
zF@`S3DWs($48@yBCr~;n(J||)F2#n*n(m}vklR%Tk{A?J<3o3hH%~Hq%J||)j@ni~
zX4DQoNH!y$RLF=v<t`Og=5Q7@a8bvkGpigb`<(v;w(Jyw1Jz%{w~8On>B5%_hmS?P
z;t9=>6D--~n6Lng{c%GZeHcG2@0Pb)%_f=*;`!{38!6@Oy4u_Pb{}nc6^7*}H@e<>
zx#_P{3w6MX;28vaW&)mwVnS!u5&@U)Jjeyv0J~wUVuo&#V$<cOOC5rp*nvkb_+l}z
zTmV5zDn3Zmk3jMh4xnAf%#4L_Pp;bJRO19@K_{mOOqnM=#a)ddK_{Pt3d{$P8yHIx
zQ?a=Y)V?o*aJPx7=Uc^S2Z&(G8TLmgn_;Fnz2Y5X=@3uv0tSH4$(evI7{WNW_LcCq
zRCXttN$3K|5#+nA%MI-baJrUEcvk53)UHzo(6uPfs~S8TTQbGqo1tgf5&z_ukl(9<
z(tSih5*4cI=q#)eE(StGqWYQJikzJOK7n>t2PMTzM}m&oCyyE=Jg!Rxl8Kr@w*_Ik
zm!aiR`c&bZubRb(iiD4=Zt_jhG3qKX92Z+)?#6!0(h~WhhbJ&+RGlNIOWwakt7t3j
zW&6GhgVW6(0<sEb1SS%Zp999{52J5l7M~&B0_OgQ9C2qY2QV;qz~LYY@bJr}ZS!#G
zf{|q0n#f^$MOVN$$Cxo7*Y*g~T7+lIX@W~P#1W~EBmj55*S8+bRN3WOvXE*@$2n-E
zE%YH(II`VHw%p>fU<fXSaz3G#k2Zo^=D6ptEs~Pn<Is=o+u^et-8dS`zeq2vWL;y*
zLPInfQuS68yo^};OC+!rUB!e)T$LPt(jrv9YgaPW5x07^Y)9W8AjVGc`GMhEI-XRz
zTCs6_l)DAv7M^u&M83`cyH?9K@6<A7w2KLLBOL0%@89>wwYB3}od7bT8xSB@s5Jwi
zz>lc4U+Fg=|FpnXtv0=o|B%dSHJdtO#=*hHcJOP+?YQWk2r>I+Od6U!(Zxa!kPgOw
za8!98o8(%~`l8P*3^@jT6aS`?5nfjo3zJ+s4WbhU%W02JWBC>$&o1{}InKOFQvMqs
zaSYp;K{k~4Mh1AeP^H&FY}exnXk_QTm@>RvwSQ}5Qb)X2$!>?&8kq=CEf0xf0E*)Y
zXUoliMz+z|A9r+lCPD17ot2o=h|YG+H!ORfMDbtsFq!0?-5dC!`DFc(28Xe%Re5LL
zYaz8R^lHgWaxX1{qXC33Q^<MB`zr3zBQ6oX##1;AWVvwxPn)s~5#@sntCrsOg-a;V
z%I$m>^cTR7`rbD&oa&AZ<qnd{E@|~y$!hgMGWOLduX_enFpt0|1ky|VMd;^!A8oeF
zb!s~l?afoVm5Bj*F~yUf&2<@e(`<zY@|I3(n`zWJ`jh>tKZMe=UwX)Qap#yTvycL5
zfoeRTEw;?dMg`vuE&p~pUq<ZTYjD{mQNGwO^Y>5WZ23&F`5q{EhP+z-mRoSL2QcYP
zh719XE^FyZ0r21Sqt%H*Zar#5b2Zi1%tat-0syytaGZGnkIFweNMzlrS!nhEGd`q&
z-b7XXH9x;;QVK+aap+smUE>u2MN#7<e8|^$Ioysvu93HK`(IfTqCdZkc7IQ~u&lc@
z2gh-4EqEdE&nYfm8`ppWuGYIIM7{tlj~i(<V7=msl8v6eTKRIv3Vb^26cV2HHVFuz
zxXwRITB$!CY}}Pt?ooXWp-i%tRgZsGJ(mPv+v0t-+<vzJfdIFHFpkpjC?^{m#z1H2
z=YTv8!+mtHS{+bAW@k4T0|M|MKwUOlG*m9l8(r>q_bHJ7a3d7hiY*hR$Z%NAN<*Ry
zPzbU^v&&fQjrqZoWzIYpK$3)fyWEgq)fLwF`u9fQ?vN574T7a&$q!$enX<>QGebil
zJXc8*ygY6P_A3w+UzU_e|H<B$sxGBI0kT?mX+Rxn7Nw=|q17Jere}ygsX(7YkinoM
ze~@D-6mAz&wcWA&*aX^%-uz7J8?^bfcnApyyAivue}%!~`E?#wn}-l-SA#HdO7fH-
zmQJlS2z^=clS~5O20CC9TTFc80}ZHCVPgXlrwr4d#9PbCU*P_J>TdMCT8^M!fENlI
zFZMTuO-`>DX!2l$t~djEcEjE5dq6<T_ZnM<l}#GjFiKom)!2#hl4$snBQ}g?FvjCH
z#N>;H<GQc)|0YWP6xg)MPrWen1v}qtR$t)c<kF(?n`2>IoHXI8tL>w4%(|{G0FjFk
zzQJ5B8eCIK2)ACW-wgQl%w+ZFgYtlC?SA@e4e(!D+0vcso6P*aI#343z0`T9H8R0)
zW3TvFg$G2p3Gu(&;cUE^0t)pP+bsqw?q{n&Fxf<@(U?rs=q<CcVRA4GuAe}xeR<$$
zPImjBbQEL}7vha1e+{I;ubftT$dmJGF57?EdI5wr7huYGixjX`d7FPhsTT_O^az$4
zO$VHE>)R$`4Z?j3IrJjEwX|LlQ4#d9EWI^bu03Y4Y+5G_J+W$e1?FNLS-#P{DW-N(
zGBNC_vJwN;ViWPe0h^FH)qxj^`w&<MvOKXn725A5)=(u7CQJ)=;VFg+%QI^WJ0<<n
z5V3V)vxIPb)*K^HrM5d*pj{0PDQ4YXSomTZL1k%e7T-}sele|U7z5$9YQy=A7a7pv
zN8~=yO=`}2)<twAZZV=9O!xsv+_>7^rro=arJPw_Tk~huJ5&QuYu+g8B7aL%rHXWu
z(+V4h4gbjQxZaX{(KvLzIO}%WDF~(1dKWOSthc{WEYhD_$XkD~j>OpDv``lU;2Z%>
zgf{#{7nj>12gsVMPAhi4@TR{wJuo%{{FR*O*FsM-w$5uhpr`9=9-z;ij5+m?rEY!L
zI{w-6xTx`PU0V=B>{^xAiGxF5Kn|pUxOf7wH8(CSgQbco;wd0`3`ijC<60Lz8M}#`
ziDfl<Z^2t%2*d;Jq^e!B1shWCCW_Z5@8-Lz0Y<BWqM}X9fzbr?^=tcGu_rvi^{Ew?
z%j(1?mdiu#fb$kmJhE4u7f{EuMl{$Up#nFad#Y<wVPoSNHTV=rL`B1&R<7;)Q&?Ht
z<g&vxpDd$~@6A^&wHY1S>*Ki!KAO{3lMAgrP7N2QhKjb6svkcgDA#X_^c2QU5VfLR
zd9TSunMbjlL9<!4=6aB8-Zg68*jz}@Wobki`Bt)k8aoL;zP4&I=RSw0O}1y(@4&uP
zf<OYf-yrXSm%|BvjXvSymV8)V#O-#@fE;SVaUa~ZMCkKf!BL<bHuzrN@T9K`Yxs>#
zm6UO#bifIBg^S&n!-~w{-&@111LYx31F_io)d*JJ=6IOv6dg`u4m0YO@AU!v-|>T+
zo)0kjzr}uBY!m_kj)jez>Of~qZ7VqcCjR0p5$|~?Ki|2v>PnwtW7VM~d=SqW_gV?b
zlq9(5vD@moRzlW-{?qOSBNJx~>xknyV}Q#qU@tJPC%jV@<XbVQ;MMgqEF@HK*2;%F
zpDQPwH}!$(@ngl_K~{fr0I+6{lP7#v<Wwzr=ol%PaWBEmKN@v<%kkU?qA9`Vl}88*
z@0iu?3Q!mc*0iV%l@sW|bEFC^BgdUvZ-&b>^C4KFe#UAMYPP|3LH;~p860$y5aSwA
zi|6&7uFvv9eu0}sxdnfr(Fm{!Dyf|!wLZUt2Ho`BK&9Fb=sIGY#(Z5>x+|!Wd!EJf
z)9(*&N4%mYPsRD!-L6vMK&HN{GXwN0LA2Z6<VTBMsQldcA+hmnZA`erqwht~L>s<`
z6F=It>*7o#n&Nnx95EU=uqF^)hEH&xDkw<%`wA1rVj#-Si{Y_wnc!(vd3pAJAAlw|
zufFYNZ1kEP1%u1=*~vyke;8Yp+tbDZi`9OmRi!Q?T9=hs`39q^@Kolr;?4V5LV?r~
zy<^cQUDk9(rP?L?=0{-7_eemQfa#7Sap%~%y|26MWr{1y%$;W{*svtqrS}s#F5=>C
zzGjSeO61rX-Lu_M`kG7FV{bI0O0ge@{IFH(S1+u9CtN9|wIc_<p~;l+Hs37{SkQb|
zozA<}EYUMLY^#zeM0$@MQ{_jF$zy&#InmeTb(p72zmfdwl*i9$HW#U)7qw<Mc7xa~
zG2_{PCrY-!H|7PVpSX(VO;mFvsq)XSFyU7_5uV!@{m|V)M*&DVe{m!K*9#YPH#EZ^
ztkUfJ!kSCc`*cuFE3)60NN=z+KQ%)OmhNv<W^7v>3Yy|k*V|)UV(q>>EwM$TF%RvN
zw4u^w;~Llfk^s@`!*Xi@cXun*SbTUmYgK|U#}oUdDW;$`dbdr#qtiu!OqHc|M5j6j
zEww7v`0W!&FI`H9&h9H>w=iv8j07|9jdn+0+5$nYY_BTih@=PCMVZytcV)f*_SB`k
zA%}9XH!Seq34uC~(rN-dsT3&AdJ&#cPc4p?n~OOJzhhLSDKOVRJEs03Pq-!WvrDLy
z&oh%KoGY9d(fHRSQ?DPZWhv3Jkz6(>T=>TWkiZXuPegJ<AHW!Kk2RV?!X{#_Myphv
zPddrhEa+Euume$DQ>6XHJQxnXxpRQ-Emao;wGJZRoiuMI*Z(CuT+}!@#y7&(7b`K0
z6gp=5mK#caFLJWT-*m}r54AynwSNijkgli+!6**(?)5foO%X4Va*>8TWc3%g0M3i|
zd8vOQg~yD^O2n|0k}DGkzg(eIH$hIF@RgK(Kw4m5N)twUn%`;vtW6bxge~%^o#UI6
zDp%X*m@RwQ8UqRx)zL<y<{&~|154fuN)mzrmK)Q~|B~&F&qd4-T_omU!cMltn#8>W
z)ZIV;tBbpTLuosqM!MjWm8Xey`nPnoPNR4Ea*K^9pXBT?ZmI|yFLlu;q|=tcty|3q
zVIIO|6W{O@ZMkO>F!&$8ZTo&4Wpgi>3!vXGTJ*}dv6SEo2eA7Umd(}$4$}A9#zQch
z&+_*rdaAroBeQ@2n!gZ`|8I|!&NdcV%=Al))tBKg{8we3su*0&4n4aiYaZei0s%9L
z^j-Q2L*-G1TE%AK2y|W%hE}ZArN8x$+SKKq59o0jQ<`XyiKMx)JdRF+kC|uV2#XL@
z0q$6M^G{NPf>m1pUQ|4e;-AVjwoLmf1=mF6{#{A!k5KqOzfOE`zYl-XJd&wdf}jD0
zK|J(`Jn>?j8`Xvt8jD)hrf7SjhKd`<jZd<_JKQU(3S)YMEoLv(Wlm0_Z>3WPd*<_S
zg@9g@Dkfsj7z^56`Xk$dv%Ad!B-?V&oPR~Kx^zQH7Uz|9?SvLZx_Z0*tl8gHzW;Vf
zReQ0-bV25AZ)*(8EJ(r8a3i)ZSLb}C02L9E6-8fzH4sl!mus5u3slG4^912Q%pXg!
zQ;agt2Oz_QB3Gf*wGI&-5q;LK_EJ)w-0klegR&BB;}PYCM8U>*e^eXp!ia9q0wZ@1
zWH)DEP)NiTi4PEEQbJ20E=67h6%UYpx~4y8=jmztB-b}7-DQ4(?w6CV2{H2<$&AXv
zY1uqmefv8+b6ixH0Y%KYX4-PNctTj$gzNw3-^rz+QhFX!dMc+wTL+GPcfkUxG#w5L
zqQv87_MFYe&IIB-fUQZC_}FA+Gc|E<sL%0NWu~~0?yNDBQK3chdBOb_&AvH`apu5Z
z5X!}dF}~hEWraWHpExEz=av^MJuQ+>d(H|`5<{4@tLK9osoGs5lB184wq<<hDVo&q
zND)oE(|N<5k}lcgBWXzxt;MLMGcz}-fmDhk-=?)5f+373t~ht~!7G0Mdp%}YY<`r$
Qm;aZTkTj$~;H}610Tlj@bpQYW
literal 0
HcmV?d00001
diff --git a/log/zPythonScripteTest/err_n_plots_multi/IterPlot__MultiSO_Rho__fwi_FWISO_iterate_m_allshots_5_7.png b/log/zPythonScripteTest/err_n_plots_multi/IterPlot__MultiSO_Rho__fwi_FWISO_iterate_m_allshots_5_7.png
new file mode 100644
index 0000000000000000000000000000000000000000..6370cb4c2831de5c7c8d8543b79d08e99c264bde
GIT binary patch
literal 33681
zcmagG1yEegwg#F6NPs|KaCdiiNpMe);Dq4r?h#}N?he7--GjTkI|O%^c^i^*?)lGq
z_r5BqVyIoayH_v$zO}~xgPb@bJP!P`XU`BNB}5dSJ$s=F{QiP{0sQ9|b3*2`XWvyN
zMcyenC+;V?#G*~qLYDG&)TaHk-u{9KB`1OJgptu)Yic(xQVHrL!;#etuOY{|Tz9oP
z8H-H-`*-HNOXE~wn_6yahhZW!4TJ}Szab#>G3~XPYn|Vw>+GF28Eq!!6&)0%Hl<_}
z64YhMB`JQ)-Z|6Q(pZ{u(Hl(Cr})s!gCWYZ^etM~T-kCgi<~G)<o8z&w8f3^u@aKX
zjJLYAIRW+>0gchHmuv}A(smJ?DAKQ9d%T_JGKB#SQAdNlAjF**O`%NN#}Od1LjP`E
z-Svlkf5aF)c7YB@eM-Msi6)XK$+*VV0()!GjFRadLMC^4>A2ZECcy&<3G}mPp{7j8
zfIKAFv0$G+dzOKN;0?T2K~|1V@v7a{B!js#DALTAuM{mk_rtMwrnQc%w>nv;D=By{
zh&FOpmpUL&6hpGWFdK_316%&B2<)?GL=&Hh{`dE087uR297VHZ`1=ggBefsG`Q43j
zrYn(&)N3%nFWr;4pvGjic`w}CayyVi;}T~cH(^dP^}k$mk(@9QdV2lB|MmJovkK@q
zVp8*rJ}ke^RM0{cRm>tCvFU_TuBqM#Ee`b*F}<&qsaks@NP&S;oL$|yEpT?>8Ho7V
zvoA{Dzal?-_BOBO?SCGEWkVX3hFV&#j|5b8+!GgnP#2j6LDSo5VvAh=2LFQy&#w2(
zEondCBde6PE$MWXD3R8pGx$G6iTF|okZA5psQ+A~XSz@sK_!EWsjtqNRUc)cbwsUT
zzZX8AL1<R)T@1QU=Ud5e=RS|AdF#Nm)v_FBi+CL}p+3Fb>LbJ0cmKaq4$3sGV2gzo
zRnDV_!jQBNNNti%_y$5tVBtQF?z$MWz7`4nwtE1z8d{bVbxC-NpUZ}A6F@vTU%ArM
z{(tNpHAc0Qs|DBdWU{lrr$)}Z)?*;jxrKEom`h;Ow<E2X+I<j@C8eyS4~+j~)GL;!
z6G@*wwU}|J$8<+tDw4vSD(DsN89V&{vBKXg7|9dU>zTpQ!Ohbg6U*PG*&lj|uA5L6
zs1UGw#GdghqQA&|g_^I$WQNTgg-V(?dw1s;p1-`K`#U~rgN~X_^z=YWZ&V>4R)S8t
z$VQRgNCGNrr*Fs4a#?fEN2`%~{^v?4<Yy>>k7z!O1TGfR(zqJGx#T{66a{_`KP@=T
z6&`|DpeSW$Z+{LQj^(RVI+7v@oUK|Ny7_{e?0WpQdAD-XIO~)i)$vOt3iLZgMQKIF
zzAV`}<?*81t^~qCS6xd7hYd+e&j()2l;J{+kF~g}B#+kiR^1wJtHcC#c7v?xu)3mx
zgM*`3quNC4o?;0JoRgcoQL1M5@Nn57Si9dalI|N_*+@>(0+kwSW#})y+f-bk-CKv}
z$G9R@@{`@YZN1$T+9oN_{s$3B5UH$<3>J)GZg>=hxMdd@LMMXkv*Z3wxXt|?e`!xa
zcg4=D-o{pkE8$iNvUX%H=%U@bseMdijV6<^s^$U6=Ys~(;)a{z$;rKJ+DWbB`=y7K
z7TQ;5hg!WD(J){GKv*AA1o(sRN7ps11TG)knmNr?y+~$DbarJq1vL*Gqh36@4*|Wi
z-#UVjVk^h|BC@n<NUeQK>-)Ziw6v%D{nDE3h9IyJ`P~lUwX^LNS<OsN)MEGOc6!@O
zyYP+#y<CI959bG6Nd*_%*=8wjEBlXo+m8=Q;IP`AtDgGx+(W=?IhHhdnlW<NurGSw
zZj(Ndb?g4UfSO{nr=7I)+?R*OS4c(NSIaiqu@|*rq_5EH1e3xu+8gpFNpY3Rn#;E>
zQFdaZfAVUykSCj$f2*RU?GCIJvQb1xp!yWB=Kpb3!T?WHKoKE36Bc)y<|ZCZQjaRw
z>|Hz#&WLlub>4WU$?MyCN`{=Draw<U=9uusEYXTIik9Kh-N}e{mzh<O&*_EW>kZ9T
zCR8LCo0!yJIt}ri{LXKJ%zRa^cU+sT#Kol3eE22Ii081LLCe7Fu>4CPi8B+p`Y?#g
z`AVFZg}M2lc9ZSIO;rA5^Ziif*kPQ<cvu9(^@V?Job>DIMeLB0?_j`TJ<Hap&g<=!
z0Zu(xIG2#1k)MY~xm8uQS1EXNzqIKUdOMpgem<OfpPxsgTx^+Byp*VMHQIOBa6c51
z1=*>0+heXtS641l_c~|4^eQu#y$z2S;D3p9pdlZZTf9`^dhUB6JCIO)w3#q?->QSE
zyZD}@HC-N9IJ{6J!B&o~Xje(;C~P%MTzjF+fEN^m&AOLnh3|FrPLJP8Jhai?WFg(l
zbw4*7LIB<3i>Sfa=zbIES9CB}on5dRVPMvDx=_z)IV&bow43Zcy7iuaW7$T}ue!Jd
zSlB4V&8@RP1_w8xnzQom_suI$_XV{sLQe9FBp=n6k7u`Z5Izv}FmtWbeM8L&pX}P(
za=CQdnClm8MF`_>eAwux2}$?5EuL$ZmtO&m-1yQrHy)bQ-UB=Lyh?v%o4)+(tH(j}
z;Sa)3c7_jB5+e2clb5?&g!kFv#kcd`VIu3dEnW|MUNLlP*jt_`peMf(j;VcTbRc+p
zQ19pHL#-&LZ8s4Y7dXy|48rHIXeD0~puU7;r(Aad*D(X%ocs{;UZsFE?cv^a;c~98
z>!93CoPK+$c*+ZM5)QW}jv^1-T%n)~S&8H*=F2DZLF2HTzqv|T>b{4(_VbXdALML)
zAjhWOJlz<3lbgFODN<NCGqpw64H@f=+BFh9znq6y)n3oHd^hE>dSAWMt6_DmetGaw
z<ZNWLZt9cQk|}3FPvrXx3cT?b_lyCKES9VqWsQXtklo42=jJ|5A8FeS(a2RNw`$#k
z>bR1)BYL{&rA(KOgyx;;CP}U`(bHeIRMFG<TYq5HwV{u#S6rqEx6O9b)(b<Rb_!8$
z#?^S|+AO)nF%qmhjfZ0zMM*xopUJv2Wz}@|!_Ag?K9u-AnA_E>c5u-RDUQwLaIjiY
zOY1snEPD}hy9G8Lc}07&bz#WQ%$acR{~Pd%6ogE@Ss#V{&Un|(OuU@0$VptyC+8VG
zbyf$P+pQr_;qMFBc%%3H(I_rzAyE-FhAfNpoXP1PSKK;xunCBpn-}2U5eE6EF+*;8
z@&|(2{HIK}n@KL6I>BqmBh8EVHMzMRO+P_7V$Yuu1>HTgU@8}BF3rwXS!j&;2F>j#
z7Y<3P*xDa{I*-s8+BN=G;w4B+d9d*E5O%WK{J}if+M_Lcqi+gD9+37u#eu=n@^dKH
z!^$a3>6ppND#Il=ubHokozpS<c#jtvD)#8E0tl}h4nPJ1$y)>-;~4>rJUZ12JnoyC
zS_70(73+rQU@C~gb)^~S=0kZG!FRh}1-H(F^4rl&hw)>xhml{8S&7NI9je$T`<3I%
zyUpDBDG=#P{1V9GT2~O)UdhnJ*$RUeLbhU@4DWu($GNf;>`OK_^MQNuTU(v2v;8^R
z%M?W1nxqfJ>n~eN>JXYdy{|RYL||pENSD7LG~>T?xGgzF2ZPI`UbOyNqmK26Fr=h_
zPg$l9G8Wb4Fe;-`h&G%yCnL5;r2eqS5@cL)eMd7`!Exk3bF<-vNEgghFK*(<@r|vs
zpcrnUl-{x#|KhYb$*w)Yis2dvhA8qBYaWLuV~#xCXvd?*AusG)z6g&zw5B2GzkaTZ
z4J4q{!E5vOYcsXodut)P2R9oj(jQFRh-z%sCQA(F0?u})Xgeu%9%Jp<XtQ>4f~UKq
zT+sCv<&yJprqd6twdHs0wL1c8RauoEn}Q~>Q{2niqU?V?qpb`kf6Q!&Ch+Ws1&koK
zE42{F*3d(R?Z!=-@>IRkrF^<CioBiOE-z$<t_wB2wA5uK?Y)1u!-9ukwNapK>yzNO
zRs-a)1U;ca7ITyKZL(g*78{bes~e%;yEY$An?nXl8P8*~H>)cR{EhFfK>TjXUDE_l
zSMSJzeK?uWJee-e4x+#L+;O(l&tU41?R7nzsBbtp?*nl+%9RZ()Tkc1Thq3KKzd`c
zJLd?d<We?s2(OJ&Jisr`^%z#63$F>`-7k)z{5)tDEP%hu?%EPSp)oy>5~-x06L#wD
z+3b)t9<^h*>Fgt6)34K&WyBh-0&;k_^?gJkVnQJyn<N`CF3^FE9a%avckeqb3<>jg
zS_B(F47aKk8W{d-?WMR$E=zjcuW@`4_r3Nfj5Z%2zab4AMhD*prx@2CSe-u%P*dW|
zh`d9dcRp?FjCtW9c(uI`DYsmpAi?1%fW!ok)HI>LAbCu7MMS#r8X-ND_>s4e_YZ4c
zs~#pv$4Sz1c+9%Upb5Y+9Ia}5Ug`MtM8(IeTh?qN0Z9h~$R+u9ZTDfpL64yJsU(?h
zL2A0(&=k6sO{iM1?`vz)E>IDzcPhS_*~eTTRV>h|-~MK`aGoM~yM%->wOL&5uzNuX
zIjQ#Iy%p4c*lo6zW~e`ll)Uw^HYkT4WC8Z&_(4m{WsY9^cGJhHvZA8#v^d1e337_5
z<*XUDgTrk*e1EBB^B4y2dQ6utA%{K9_e&98`MKNN`qfPf^(yRa=4$d9DT-alfHrHn
zoySooU0v%|KtI(FLs*rU!$2r!zl8W1He79LNdHio8YaGf3@_469zyl-_G_Jm0RpPW
zlXHX~kAaqo%i!eq($ZxkNzgZu^#<mx!Bul^cY)epMAHKb<Qgc@QX&a9IHKfPVT&~B
zv7_U#lC!!!Et65yLAaVKrK-|DFtTJKx5im<tLSWoeh0QG=HPy`s@t8da1!GV+<r)(
z(SMF%hChX}!Zu^S_lC3H!E6lIOM}hmpfx1A$W*o2KtoSaR(9ws)U6En=QGTvqgqYZ
zo07Q-tJu@dMBagDSI`?N@6$pIIJ`wg0~9Usfv{a}cPe%#(Ae*MV)yq!{#tG&bctoE
z$+MxGVT``FxyRW?&>I;Qlnx@T`w~#8aBGN^g-|-r6M}Sz+MiN}|EhximRkBG#zYqG
zU$`(>f63sly>f@?S~<6M2#f_gvW+e57~;qIs-Q6+S|QZ3iMptnFt-zJ^d9tq4dU^2
z(?%74ME0GicjwKNmp^}>%}`t{r4kl7C!wd>C~p}>p31cyhH7g>1%l(R1n&Q>$&(xX
z|E^Hu1EW&a5m@BQ={|IeY!Ko5m1|%5#vw{OpgVn%)`d1nJuk`x!SBS&*TA4rC6?hi
ze#$jEQI6DyvK*#Tft$+F1<i&IwMvY3%5&o-aB>P9Z*gummI7hwhF+r@>GzV`Xh!4E
z%?_qm2*IR$*jBRF?xu#(CL{O8`gc$JeHGqZgN?lN_YVdSch><b#WTax(|n)b9?H8R
zaqo0XiW62gZ*4mf3xR}iD1eisI`5xfS~VGLUSvgIkmv8<C{M8SUEXOJd7KAedhXWb
z(X0)<VP!RJa$h=3HnX_j6MwIzC9I{@wrhvc@4g<TVaek(#QzfW6PX{!t%wVW(1m5F
ztVp*fmU`vbd<jd<n#T0zEV6VTs;*X2s9}3+k$zoLf19P98}od;7DyR~a1O1@UZZKo
zd{*Ck{DnNrt39rBz=#*mIqzC7@BMENTn1;vWn!5|Pv=7fi`*`1s||rXg$P!T=lFCA
z@|#Zfnh4f$G41fKBgKfHxjF)D4di**OQ&ccS%J^vaYlF?p7Y?Ho!$<@$tK9d2{x;?
zsk!;VRPj{frKW(nD&)e~hr0DC6ZrKbD=V7!(6#mQ9yM6-=!Wn<VfO&*1JbnD`19M4
zn^nw<#+%vO$1JHWOZKW&=eDdYc#Vtq)#t8#^ZCN!rMuf#pNP_44+?Iky$-R`7643=
zIzpV#=Bl0W6XaK!ftjc0Rzdwi4V7(}J5e+Mk$mph%Z8L%E@S~AA4vUFX2n|^vj}(|
z0*hrx)8=E*;$9KBrsn1vv|fP#$C7xr+a31ZvTg;BBwi5mT{J)-NRy24Da|X074%{T
z;R7oL8$J)=awh@NKa@DmRb_Qo_9xYcg5|g#eg!LI)ejxq%FaiCKe?PYc8i{r;=<yq
zTu(>I3nqTiykNE*ad>f2Y6h1-ts;O1evfV4ZIl8|V8(ZRz5ZM$Mb(tL0eeH}py_zb
zfx1&C#QK>YS4L690Aw0Xhm%Usdb(?sg5u3*A_1)*brXmpZ0?s|@e7&UuYv_Frc2n>
z(FX<!%_c3$(wOyl(0-zf)Yy=Ma~usCi@;4|o0vMEgMs?v3;NR4O-z-=oPf#bB7R|s
z`}OR+m#L|%SbiFRWWn}Wdc=h5<$;_?P|(2052h!_Ub5OvO5xblYF6AVE<);yv^P`E
zqmDka7rdpDWR+URGS+14O@h!50$?fdSD4o^f*fWHpd^<~9UrR!8y>fpMfYajB-~H0
zqKZ66)Ua$Y@jbkKwI{f9Hui?z$*xttK|KBI4f&Zy8gpeU7bbqd^@qD}VAw3P%-)Us
z{93fiFS?5HV`wcC#aKrH9YU#wP5z~Qlm1;*1Its!6fYwrpw7<|7$J-NfMNN**>>8c
z*PgpJ6pg7pVitb{hj=P0&ttqGoDL3%K$@EHuzPrMIF&z75B~@20jbqh9Q-(h7y?=1
zN<GrugqJpp^9NZ?jRU^KGl%#XSW(+23=7!@IGh)x*R9%oM!@x~M0@dizsZBNi6!iP
z{YiOdZDGVjmHC34NTaJmfU@`VQUpNS!wuJy;eAC{1JU$zmkBjnXWAZ|(ek0-I*0rn
zWi3gOU0e>Qve`}9AQ3j}&nd>DSdVB6QLX#dE0A_~K-jjEZF2=s6F|B+2aPQ(c-NP0
zsv&2)rR!RzM#IbTKu+6qyI2MkU``c-t4L=4#>-y>!UERQgJ9cmamd>_yR)!^)7`_R
zpvTxvuJm<uRdCu$w5A;jUdv-l)n%v-b4Lz9+SjIxy|H;rPuoSAOXyywB$XK@yY1Ey
z3XadtI`)s;LiPlkL5EZlyol091M#T#Op)Ug?CvEs(cm|UEMh7mV=ek&?&0q9z`oCG
z<gNu>_%5yz=R8j&ICj0RD}=3@j^|}49#qyIeM$0GQBGm=MwMVy#gR!f;0ZLmZX}SQ
zBQECh7ed&C!rcEVT&iG$b5~Nxt9RB9F5-aIVq0dLz>u<<8$%AYY;ZvQmv?h9nm4<(
zrx=#=HI<d@^@an!Gw%lkA>VixU5rdbMK{9(-qU4B2*i>C8R+_`%bPic)!PTF0}mb`
z+&>(x3VS)1Mnq|Q9t+lg6!+41?c7%M|9!Asj>&L$mS^VK^`NdecIvwe@mOtg!%)q@
zfARn*UD(<0`OSB(vQs?F2IpbSl&z*4GD}s8588asQ#c%2O|tRArOD-;!|(=i?G7r8
z!+G?mv)wl$v-0`4s!CN)p)T6|1goOd+H1atS?L(-qji(D>B^$C*av~w2XvT!tFuJN
zN%R&wyzaH_4~QvZF{ghyCcZWihUg4RZ|{Ut7o|n0ma1ipdB|y-bLzP|-=8B%>b2$O
z^0hS0(yS(9-ZN2#Yn12i?y>BOHvSR2GZ7f+LnwS2$NDM9CnS=H56)&#=1s@6N835M
zn`imZl1aWJ$GX=<76X%IG_jR#vR1ElDBF=S8UPkZ+it=-=^zUO!ApYuNhw>LVO4&-
zdBY57wGyhLNbKig7AOT-y?M;sEJ<Hxg>aG7KyPCaz3oi68BEERZH+#$E8)CP--Bxm
z^R-NxG_OQys)>rZC`zhl*xTZyI`MQ+W<Q9a*t~iLEYS<I`K0$;iwp!o<j+N(KyAdw
z<Wz#8Czf=+<1dIR@&h(gVpLz60w$<v8tk*J4k{U`rw~Sq|BOPLLHAN?W6K4)QP=wv
zt8av=0ozAKou>8m9x97C72;OARwLVBS_jcDdV(j|7!SaA$*?e2q()kZ0c;}F6d7<}
zZ*3*J@m7kSR(_V7<qS&gc{?N|Zc0ZoiLAjy$tedGG^&MmEB$~mkwV7(DkDD>*=_V2
zugtHpl`0s%e78;$r6#ijj#MY@h*SY7bt^sp6Q{kR=rdmXt^@V@$CI`r{Kc1_iYNx;
zzQ|{PPAi)MW=ig_a8I5|Ex0jyj|Tpk#XQi)+YqfFUz3(0y=w+<q%s?$N~Kvw79hga
zEgC8nhfW35bX)_vq^bGnSs@MB7$^KL&)NtT8a@!lAJt{+RsbIP*>9RBzaRd36IS}!
zQ@Wq~@-YD>iy>?H(A@U~O1;f14S)?;6~=%JC91lA(f9lu6c!Fwo>)MYCa%XzN@f=H
zWnQQkrbsIWmS;5lYF{)ox10oL+pQLQ{Ur*Ycx-6kJTo5Q-&^~0lb?f2po#tv7Eglx
z_O)E*_^+f{MBZRR(B6@nrf=y>NgMLl>BUKLFu^uvERW@E1(J<OfoaO<q{daL2IwS&
z<P=T7qV=@QS$y<-eU@Ri2Klmx#k>=_UD7rVWFqXQsoso;qSoz*?*CZ+ExY=Q$94au
zytQQd!PZk*B2cMk^btp67As%Zxn(|(Zpsf(^S5=icf|Hrn~MG3O|>4XRTv1RRPNL@
zSEU=E8aTiWXb<nJCMz);Zp9DMdd-19*Qz0pH%dj_iw$>7FOB)fUq7DqNz8Bao-`G%
zQ@BRK-Wm+#9~n508w=HB5?6g;50#20fL;(07&@msg`iWnnSir-jE^7zirsG4BbT>;
z>0cAyi`Uz^$GBljXB(uV4I-bikumx4U9Nf7yd0}YZ)5bTLzm59UWogG;m1*UH7oAX
z>m|EcRrVD#|L1EkndQ;Y*JvB<#DL(xtbe-%Zv62!{=Emyeh|jLuIZ0)fnlY;EWGWu
z*HjS6JBC5r-=pk*=Hp7kWHPN;zBr+CBeTXqF2<j&Nhw6XNwSjJAQWO0aUTnMCvKV=
zSw0g}mceo$)EUwlSzC|d+lb20j#9oC?a-%+Hg5PMDyGKzhYdYhdJGT4zZd(j{cx{A
zt-kcbdNfEt14;XrPWt0)+t~%KFlcK??z4*J{H43tgNnM?HfSrEG-=7Ihyp}%$oDYJ
zp}926^=t@aU#j@bRXI@C6~%XE>8upDP*tKmr*J8k>Nh)6W<#cyWEcFxB3dgywbrVZ
z^+5)14j*~}u!&K`KT1k;D+2eI1bfugzasl%BovByd=;A3=v?S4)w;uBmKM0(W^h*$
zO9OL}kO?~tQGA<>9r}67p3d$<tk{jFmsT_`&qy;MK^eoS8XJ)v89{ZyWfhuX;w`gE
zDdY>8zX}nS5QOPvoTLDTXCH0c*EIqeB-TJ6JDFhcos*P!;L%olq5tfQjF@D8<FCv6
zv#}ROaVW^tgsJU0h^4WCXs4y_Z`9<JZ@-ph7-cQ0N^^V=;Tb*d4$@m3XO`9)Z<IDi
zVaeaN{Ju$oaUE!r5dX11QjA{V%21lL+MkFqoL0ox)I0H~=_PVZLTw*Rr?(HY1l2Sm
zO?4on#9n1_sA@|L#@NEgM72Mv8|sk;y^IX?KgRSQ*7cW$>=RF?<A{kf>G;y?%_CHu
zKK2nOLqI@sj?4f*NfC3(*F`R18Vt(JEyJMZC;zy-!}D?=>e^VMmz;z4hmfk00=yb^
z9B);vgb7tlm<An>!WsuD@(o={z<7jY1A9E$cc-6n!NwAx0?D?%sJ>N-=t%MO)Wc~<
zTuJD^^wcBUK~(#ePVt{+|4X;<Uv7v+M9vvM#-}~ZBqif#_wVy;`Lq)lnV@a`gbo~C
zQVO*g5H&%>MTSgTRzwtwbADaP@OTzRL|Fw^*{H-t#z`m!gDYK7x=C$6v2=KcI+=1M
zm0lgG|C_eD(4aRn45(JwS9hJ$2Ai-@F5el>49(O^RX_JL4F0{vKR#GG#vitx<?oLF
z%GNg*TK|P@5Vj4>M!X-UfJNuF8MjxyfMH48JO=^c48o97K<H36Izl}KI?rZ0NPKX`
z8I5yu#ymo~yZ0S^oJfs32_GJ9IITv@l&AbnND!4UJ&6MzsOU|Elw5?bO8VZ17}!!7
zmSKnNqA-PN_&=+ntg+Y8e*cO4Xn0RM?133%A^#V#`p8p+zg{GzdyZXZi$e2FMk#%Z
zEzxS5r&Hs=-$pClOhId=pxtlf^gWNSa4%bmSWpfkMwaf1)(lyx#Cts=p}}d`cAIwH
z5@g!Z!RWRqdMOBV5=?W@J@>A?p0u-=<v^2|1T|eiNn<(JIb4*#l#Hv&7-ECH_o3b&
zcS=M;_Z;rp0SPdP$X9=Mj0}qY8z}##1%T&z8~#ej^CoE9f}dK0rO)q2dL*lh2@8KV
zb7iqe(P!leQ#Nx@q%BC|GRl0<JHBE9)S&uWu-isLU)p<CDQ2mQ&y?N#ZQi7`aP(_U
z7ipS2smW+-td61hPwIiMo2e)ndLB984E(7!Xytz<2`y+k|MDC9cqjDXWAO#CX|WQb
zS4pIEYBj8CS9h7Va;gWO-0t0hH#pQiVX8G{QLpqE_giya*S6`!K<^af44i+In5{nO
zH6fZZ*a-`L9s-SGQAhVEQF$TJ%q&Hu;vka5>UJtS+`(q*fOY^$JgY<alg)+)f~_%M
z{UyPl?kXT5@l33q;g4d)BdGQ4%hcfmY&@vkQO;748U^gggC;#HJ;qo@l_wZY7+bA4
z+kySjLTn;Ot30sC9Iiv?&it39k+hza3IYkR)ed|5hEU!<#EBOnxKZ3q@v&1I-`)!@
zOY?Otk7e!Jnqr1aI%$0(+r{FWKw%cAI@o#wP}Y~W{x<++gacr#AnV!>99|Er6J{K2
z92`hk!*1h?!ofVYqa)(`haQ{Br!#R{^^Rk?*-Nt{lQguf#Z7nGBJDgfU6nE?JQu%P
zo**e=XN$pa305BZZevEx^Z<-fkZ0z6a9uqJKsAhalQtheq8D@r#xX8k)*ESP2)emt
z6cwcw6|J0ezcv&&>80mPs^22`t`<g4SO`DIq)5Njt^QQqeOV6&gPB59KDj||a0xFw
zynw_%+3sQml_Kzr?{Y0fMeufBqdev2wqN|A&g8Ue*UMhnGYkMal0ApaN#fmq<**KM
zncvlbCMKc+1PeSM_ZtA5Q=#9}E6teVdB`7wggYtNJT6XHNRmbxGJRO3F<5C5tKL_U
zR9WB-xi<hFZg_gQd27*)L9cTC3Ho|OOD1`}uDzNLQ>^FLcZ+%Z7OpcczuaF6e1^zt
z-?cWWXuCo7vL8IBE8w)b%$Md<c6K=-4_~+Ze}6j-sr}u$Hpj{SzhWfKMVca9uHzq6
z_})k7RN}>`^yL6x$|J-9fGIz#qVbUX01sh%teL%+a?#oExk<P?X@SG^^O9X9nV~Bi
z;Ozw0Xve_6FOeFCn~uKvC0m)A#xZ&7KTu5%{uhig08z9g!eciD56GA0Yyc7y^g2!x
zrCo=A3LvV?kV8V05s>!0%HWGluGJ%dk&3IfS&O-NTj|X~EeR1yJg?8<b9ny=u3Y%Y
z%F<U>?t+a0HL}3L$clE_&}J2RC$HejLTmsH${o(`X)pKu)pTNLtZ;rZFq^XsFCY-#
zpPxG66uj*~QcO$P$wuN`nd&q^MO!(Nq)sKR$Gw@!-R+NFgCmbr)@9WjKh_SN7@sfs
zDZ>;LG((}i%xwzNM(eSrm4}b~w8c%ocj)gN!USt8UQlES1wteg2*vZ;_c}Pi7I62&
z$<z_nyChfuDBh`p1ql(o&OL%q+QGiyHCD^{Bd^9=$^Bl3{p#LKX_afwVSw|stUv!4
zU>q#=iC%pmue>}O1aZBLn2p-qIMDeE+|(@pw$MnRke$s>M~`OIj<|g<EBl_rH01T|
z+4fA2q1zwaCgmQsn;&z*E~Le7i~jBua&NKS<p2OAz(WF_^W72eZ|*8`QBMM@rxeDr
z{Y2>pPToH;F12J*?5^u8sJz-M6H`m1X`r@O7kg^5A^^|>%XnEyN<&L~qC$}tB9KR#
zc8N*Xyc2&rhdDWA<q1HWpWN;n^_tnP^9U0c%Z;k%ZFkjK3ZfmKs`)2OXegfD4?M_s
z8nE|1X=txou&Vh{@rLb&xOGp~M<za^OGg*PUv{Pm3f%PC4K-JOUO5rubN*PpBjv!G
zG&Q=S&HUJhVJoR5G7Se{CQJ5Xgzig%k2WB%Km4LvS-Uw7EXRNSGr#CgilV&j%m_el
z0YTk%lTvEAoO=KOQ1ku%*i!v!#S7Zru+sQBBXuNNapo~Yc2kgY0P%KamIQR`)_4#}
z?y%}`+~x{9dimWijPm;iH3Jkl@h~Z$t_mj%Pq*XO*5<=-)^$Z;8Y^hx&4xP!3IXDK
z*y_+DKiHH|%MfC=&Ga`Hy@$7-7ZfkKUtfBb=ULtZq=HrL244av1blLUz-wullJrg7
z=+kNOr9fN*WHFej4HwXBmHTDdsr#!INYeSuao779qyCbHZ(k$5HnlSFlixK60BL+r
zheKkS7mt;Wg~h#S%-tnrpE45uDC9s}d$w8ou=TPotu?{+S57d2Apu~*$7|wOo=2?#
z5V{72CsvGz1)w{%?vk`8CfE^{JeC)nv^kuuwf9Yv{H~kahuYh(0KCw+Cp_w+(%687
zo9Pid>ml#4^L~xN0C|YIw45pP02)P{7F;Bkn(pxZ9kGq1?Tm8y{snrGrcF*(o$pq2
z1+zL^%TkIu5^{V2b6A)vnQia2oJ`_Z+Q)eP=?P=AYN}i>qxCE|=(_;;Snhk3rKofw
zki)KW6sjW!oB6iBVge^S$_T*rgL8D+CK*$%3A2-q$Jos{92M5b(9QgFva-ZI=^xQE
z1%1U&^axM*OzZLN?jdA3@3zXyN&tY$n(sO~k{W(-8e40VxL!7f@XpNs1<4jg*Z_nN
z;@Jo`9&GSQLQ^YQRwTjUb-Wr>HwFJ*xQupC?}I17VS3An{BpHi(K+JMMsq`v#F-WE
zWTwmE+g*qys_h}(#+vh8n=+BOIq@4j@#`7}ND2Bnk1dR2{5nv@SsFDC3Uc6rUd@b`
zs0w`5{w;ptJ|=$A14}p~O<$LIT;imbmY92F%;2sl-HyKX>JBv(gVJ~a(w#(KzgD%y
z!;3iK=$`CyP`K-P_rc6;j#>N=QVzKj8+58jPY<&rOky{aL++*pgL5p;eUUJV$<m;*
z0|&MGy6}19z=r+q2D?>;Bc)Jj%h#BT>UTPYyLH+;u3l;Z7bm&-W~vQ;;X4kf$2{Vh
z27#OVpasy?kZ|7YKAXz9<ZO8>?TK$Q>i^0uxjxNtp|F~NezbM#2p|Bh?t9YTA<N8K
z4KeeU&w1V7>AghUDF*;J4NJvQ$fmPb%Zc{<xe*D^Wg_XttXXwZrTgOPJbLAM_54Lw
zG=>1-%=ozN+<T*!?@E?D-GZ>o>&-J*tp>H+!>%1@2OJT+klH!e-&F00(a~khgcw{0
z$oTqWWc4J%%6}GLEOU7+Gr&YZC|lU+7!L)rHYmpRh1_+!@TeL+oo^pZe6iEo)qpjf
zDDIg>Hz=gs$PJ%j>4K41wQmYypzlX<8s5yBD?@)y$ib&zb+*di>ZNq2u{B5c{MAjl
z?aCg23LbM_3do9Vr8u2+U?zn&2hUet%pDeVZOz+k>4~s;-hr*$?_+^Jkh9+-g{eBH
zf)B?lfpK2<_8oOUe)Jc6UGD>A%7~{S<a%(Fw)kcN;CqOLZ?vuk)+l7KW&k3bTv~ZB
zu6`M48ydL0Z@eTp`E}T&B7Zz1>9TiR>okAuTonDf$#c*9nAB<fWYZ5x@J_cVTKoRe
ziSnR68*hyXIlkp>jwMMhrvZYudA=4Jf;UYMHmt`|%8gGxT|mQC>rlPZ?H<vPtNY->
zSc*By3O;CJ{H$iBuKW$ZK3$ltA<!G+vhRR2Il<mdlAUCGv=NguTBw1p@i4t+cbF_t
z|6Sd6(fWSI5053;UJvh6$}^xW4hOTzz?=dtAhHQOD{)3!Lvi)i13QQb)od3#6CTsU
z4`W%ug8Px*ZC!}5(#4T($4CX;S2CTFJuU`-W*UuVPia}%5P+ZWGRY=zUyfv+RUhQ?
z*wIn!61?A=v)gQHHazbf(5O0pd|Ao!u`D^R^GM;!%JsJ*#xFssb^aM*lwjBy<$5YG
z?8n7CzWh^*=r27pU4h9lNqjgKen<?;Z({b=<9Qw5`evz%d3Wkp)#Y8kNIx_{XbNs}
z{r&xI!P^EE7h9%{*Uo(d%?NDDX+BGlde_*~VOyX4j3ce^gek{*op>ongFabybS75W
zksuH-2XY?oHO-qEhci3Q-r=nrbfv!c;8=!A-2!tqsY&b8ulfpSx%n7otOsYgC-^(3
zE>7XCPzf&gZ-<fY6{La(&S55~0O2Wp=YE1Q{lTzK4*!6pRI@Iie12lXvhPrz>ZeC0
zdZ##Vp=RHG{lcgu2@tDX3OJ-&MH9Xq;jC3y{zjyDZ^uk**;p`g%h@#@F-+r6kl)SY
z>SzZl{G`H^mRF)F1-}U=PGMdRNQANwx=u3{$Set7kNbEip@5D}&RioVSZpb>o+?YX
z>Pwf&oJH2A%wr);Sy6K|uz>Xk57b)YZ}tA3^B+ZF$9L0;tN%ptY+KyC$%!KRUdJ~}
zY)xY?O8Lni!9(#Q%1mbZE4$Dq<Ic{!hi-9Cz_`fB3>!rk_BUP3l2glDj>|gG>(jzR
zN!MhJ_Kl0OZT(inC8S8oAsXnUx(1&)QZL0%$ts8{O4IS){bNzCd{A%xcQ`IlTDp1Y
z4)~@XE!Nyotc6CU7SuG4lMQ0l_;wtm-0LgVX#+cm!k_x^Cl3Ad$MWdkKyC}(ziYI=
z*bcY^THoAWTTEJvnif3{Oh0b0!}G?b`tAGiaKuQ2k*47X3I61@SOo4&Z${W=#x&(I
z_|a=7_Y#7Z6E-P1M|lebiWEbyj*@H7!ZMrqs@&b{R3uyPK0lq9+G?!cQSbS0YfSGx
zj_vTA=!Q*IZkJ6YVLFgD$v07%`mcotCViQIJFmsB(kR-e0=52py(fsCr7mBTL`_H9
zx$%F>Udg+2AksgJMEG;8Kn#qZ)_=7IdsK$Qw~Cxq?=;<apt6@Fjz(V0MAB!Digq)~
zI-Q96*Gj@sJI57{*ma<qww{edQ2Fm;nR3jXpN28}lO>?-FCBvc@@E;loubx-W61A#
zGSsp>+2^W6nP0Hw<@fW`2$i5LM$0G$)QK3@TPzN8sxN3zGv0=bTjXRbP!_V7@B^q@
zmiM}3EJ^<j`U#lZGaxnA%yl&<tn-KgQ+iPg)nAF~aqr|%kKLi6n#=!<!9JGtf5DGF
zaLMP|q$nEk!VdI2!4!=v=fb)1LwBdLPfkr_p`(hG>csE^w#TtYS2h{J<M!<&R~4le
zy}~#xy0WdDeO^IQ!ldan4BzDAe5lyiY{<IVQDfQ69rM(o>Vl}I0(=UT63v2kW97$<
z(vR4Rkk!R;a(MIM;_}>ns7HB>NHSlOIEM1O#LaQ#V9O)r_Io8jPf&qef``E@wdFPU
zrlB{VE}SCfbRz@C$Ah547y*FtnFQva>iZjaE6SJ0s{3Ea2|2NycRk0yYVR;THoMme
zs1xwl%X9hTg)!n|98KOPq2A^_q($~8Icf{ve6W9xFCD{VRn+0kD6|Nk>W+XrOVzr@
z`MuT5@CLvwOYH8M7{ABCQbr|G6u%-WZK;zQ4CC5IsA!{pduOd|47;Pk-RJH@^Bq>p
z`3^L7rh(Y6vwpB9cyqS~&K303@3QQZAAXMi-aoZ0s^5&RyP*1#ROdHN7tlNR>`M{+
z|B5h97{hf#ujBBikkrniy~`t_cb^?62}-zvAI%OjxExRdn~Fqg)<A;gSw4_$1ca%Q
zQHs%j^fu!4;VjVfQ)-Q<^j-Sa?@#lFdTQAiB@w5c<wRf^p8k8zRBYU2qRYg$Q3RMQ
zb@L*as$j#*YeYYnyxP%jdbkR9GXy%xFiuypakdk1E~kD{N}}k69w`N<R4%*lW9xhm
zjGZ_6v!{k*g}>NOEC5aYRir;=@(8Z8ytx)TB!B0O9WqdR_Axhv@+=XZ#PcJnp5=BG
z<L&KDR+G7;S1~cfEOV|~ITS@rd_urP8Cg1Tl<|{D_o<ZkxUuLF2Wu8(lxW~8k1VK4
z?kf6Lq0Mk7+R#5eXes&KP;M>HG|E7cq##q3lY%jgT!eZ+_Keyh6GinH`K<weE$l&H
z>E~23G|`Ofv~6|dJco2S1wFGEXw4845y|+Jp4%^mmr=ugG#(WoyG1R#GHpH_puIiR
z^e^FtHsp$o@_3wQ|2n25avxb|X0EC#qW31Y?UH^Gsa7xB0dJ}g+yMIb)8-4?sS<S8
zk4NP6o=y${n>}}L3sqRpX()c(|FZr(!))*Er<@zgLg=vbiH2@Hk_$Dp;utS965XU{
zcKi+LZAcb|qB={ZIE*KP-*}kEXe9NAwVkb8=?wV(2weH8u+4Ar1&(4XAtOTl?(HH6
zl56}tXR`Bj>Lc^tM2w70R;6j`b759Pv$18T=;pCInj*cXBlMGKg08Xa%|&1J{h0gt
z;bjML&<OG*+qiu*z_5J~3r7YWoct$E(gTBG_Ft$Yz*4>SJ*!0))>SU(8D{;)jauAc
zWIM2F(crDBFw+=vqLtpoiX|%<k@40zIQE2oSoLErE@&>&c2YuUtTifv;*zmeq?ckN
zSKpLJJ4>7+#iLZ#z^811FHp>Y1H)_&3n!%3QF6stDa<!AyA#Ta6rNpovNRuO1mA~;
zk;HmtQ8GXv_wzbs@L@r=%?HJa!P0KEfG=yW*=uGuGF~MZlDc0SSTWa5nz%OA5c~ZL
zu>5cS=a0_*Cq(y}q!lHU7(Va?P3qTmn+$8Bj9-x^lW_X+9~?+AObA>aG;($NB)CcP
z$4MxZ6Y@qpYUgPpB%ANvIvSjZzQjoO)}$~kfg{J2?u3;Higpe4SV^Q#QYp{C0Hw_o
z42Qkk;ZYl~;+jBF##6{$U{4!4I4S?7as+mIxjD7N?TZfXwo~W5ma6L?+O)GU812?D
zRBeew{n-0rV}Sw#--McJGlqg>sD^P>*`!G&l916jnm55AZyZL5g!ZNoTaOVjMP7~b
z*RjW6usCl7WmwcR;L+Q6Jb%g_F#G=v(8~J0SmJ6P2py{}LjC}I4V6-Kw$4|s)D^32
z9cP(YHrpVp#~_=YAv9)7?DYX1HF+kwe-l$u%@eCvKjB1^c2Y_PR#>Eov7IH)og!2h
z`?%m+A!!t&fJ#>^lF4Tj3JG+qgnp;YktD9EH^n~1L=FZ5ecGl6748(0&T2EiTS@Gh
z^xA}W%gx70G%+bqd8^^##C%Mj87iEHp{W^1zViw2XOm(UBiV%gPIQ#lE@Yr>KZ+G0
zpB5=&ic(enTJX-l{I~aC@ABBx^49kMl}hM(iW8zC1V2&X5yU8?6hY8zt-_}1iowh=
z#Xin5=tffS!bl_9S@2B~x;aebCd`NlSbOiL;T8DF{lo8Li*<@bJ31eFKk~QXrAEHi
zWT4cm8-?9864UQvmxiw@4=+>L-fCy1Nl;*j@JULR9cvF)MN57OV-7ui;C7-Lo*caQ
zrDiq05KUUiz~u8vVRuwD2X>S!X46@+{!8y7`{e-QM#og>Pf_;#{WSyT^zw29gy*3*
zEajyQ=CYPa7;j9){^k^a5oK?%b<95z<yfYd$A7uu9^|+QUzRmmVSx_E*D6e={m<IA
zaH0s3E%MB%X*J;u`X(@4UWhxJNS%IEIsd`76Tcojt^a(3R>Dov@GbRwcq^9-y4*Y(
zg_}IFxOJ*Kl@gz+9O^ZD=s;exODMs!gK{}4#$QxPA9PR1gRK#Q219X{lxh)4^EBtD
zj7vm6&Ag3@oa1U>l6UpJwX3>zhl}uc9dB2bXvNb>&?aX~TlLkm>oUC5NZsLF)Zz~d
z=fU{L*;X+qU%t5hM-nU9inqe>-WP9*Ya%h0l^FE}ZA7U;#j0d8o8eBnd@h!wGQ}u@
zvy|$|1Sy50*@<voSgC5aQLAnkMI^h7DPe}K6yAlZYe2_yW+E8P)o1YpJfbX^Y@Z{O
z<um%z!al3hjFig04-E9QWv-BVe+AX5a1KvvX6PWsqGRhUTxtF*lknuqxy7+EF!Yf8
z*_6pxrmLa21RkQv=iEi>7uDhST6RdBg4hgqJ5QM(pnpKp{m%gC9~U<p^$&t@b(z0)
zH3AnlZim7%Gm)Y$h8jCAOaAKo_q<bNRE8_7wU3sfn3k?yX%@+n)dYX-hiDVN>2Y<o
zF7X?5><M2E3^l{RO>4Y3N%lAE9ok0+x2Y2bzL7uG1I0AU&~?VR#D&*9jI5U<j06j)
zwR8!0O%BlG>B@F=I0@d8^ir{O|Jth5PZax<5!Is>ftBd|W~fk>jBb+dtmtbtSHC1o
z(;)v(tZ)<0)o|xwz-z2qN8IS?s=W9|RCf;fXUl-CWWlnrN~<Z6{wz}hYTHy8x1L9-
zw@HQf@))K9p$SrV_l>4;yiHtBwvX3O8u3W-j3_GMJh2Xxa)FUVf*A@Ms;->wAHrn@
z<91>nM8&8T!f}5vlRJ2ip>6c5{|ZiRkT4Lwa-z;)(?1A;GbmSR$YbqP`f;`T<8)&n
z)FD<m^#>aKP=Q9_-2%F9ABIkIPq<&7<|^E~#nL!{5lh`r1J59;5fBED^^5-Xfek<!
z5`MD_Fs09^;QlhBk3k+FmN9pv-*y^u%*7Ubq)d_DT4DD!J;vRV0K%AzfAw|mokgbw
zh6YG+wcuE&f@A}f_Gx8{3@<rQzji5tZ_`(idV^yVHCs}Xu0urh=q*i93Hgi7BzBtb
z?I<%}Yp&zuBZR{AsbNygsDFM&EH5RGu>4jaXLHR|7{}mb_B(xK^OUSqH;AICeU}<1
z%Nv8hp9CeVhPrb?iOUnW@`naF?-aTa4(TZhZ|_2-(l=E*qbF9p2ZnJx=GjwY-`^gf
z+GU@ce`ddr$r+LG3jTP%f-nj^8#Q{wHD%lj*_>=mlRAtRL+OQ?f^LLd`Jd<oYoi9w
z>G{&BwOfSHOnGF(M~y|u#Q>nb|JrJ;W(~`XI$T>_jp?RGO-BNus2(FNLuRlGUHMad
zWXawGiDNW&9>`xS%+v)=gEG!_JDS3_gSlAAQ81smVf{93?2=`D0<_|bdV#{~;s8+T
zRHPeaOM8g`s33SeKJQ{hr(Rp;**Cclb#u9BHJVeL>~i&cq>YEB%yi;rrhIEKrP=vB
z9ua7IgnD^KP<a`e9-L@@CV%Ue{D3*p`*Anru5Za+l)^z>-!n%Y-2FHV4C1SV$@<Vn
zQSup-di5N|`Hmm`LgA--$cNP&SqJ=sue)K^9UF%rsVR#QrE|>uvj+w~5`C-nVFnD4
z6bcFmqv@7|5ymm<5;jP+Q5<VFJAuEu6wC^auio%7%m3Z=u!v%BBwcsw(0j@8K%!L@
zZ`F<z83UsIHqd~r7GYP-^%^ysperCU(MkJW`a$cUvNpi-VLPRY(?215%kw<n&uce<
zQt9I{?_z%(<HNy&k$R>L_Xu!i%i8UE{!6U>=%Lu_6OU%Msx^`=`w#22A1aYS@?X9p
zL+NCHCPJtOkz&DKqab*@fXkUoc4C~v!cPbD-&Zbed~)$<Ij`p1xqWE&xa8Z~YonCG
z+IBhUA}sdYtgTLQHT6V>rcAaT4)L^i^gNDZ)o$40^de5{c@@ZW8raquf-A43RSR%C
zmrL3LdYjUK$nS5?>n@Y~{1A7SKIuR86|=e-g_-aM{F@jn?>0#5R!lXWfqN;0;GOjS
zE7P7>;Af(BX(r^&u)VJ(xwYr{+Vyr?_nWA}{L44Hkc9zhoG3(=(@pxC3%^U4ch<LF
z?z<&z7X$Rg#Y^^+&5#UWbnosor17d%Zzej1QTw)Smr%9JeBj-ypvK+c07r}&_f0j(
z2!K?!Tz6^O6C;8DKBW2d(0)2bt%p(AnuTc(X~PI6P*{bpaCy!M?gz!)_iOC#Z~_hF
zxABKbt3Ss5{RntgXtN2$M3DHd%x_!$2wa<hcH_INFre`py4HzQ{7v1quN~O<;SLFd
z{)Vmke|WSEyirFC?ga4WkamOd$d4q^PsUIDnl~O7ZytF{U?56CndS-0YBgCk9#C~i
z6EA&Zj-wB8ws$3^o>Drsd)fN=!`<WsAG=#dzc!6yN@bD}6b52MJ%!Hm6s_e?-ba~i
zSi3<#RoMKRG1TH+I=9!kgyUOzW&MwW82Ky;uG>xeRcD+)FX9Op)k1B&V<_gp60CDL
zXUn+64x}e^-B8A^DABNZel+!<k-KUEiZo!vvp7%1%0km~9ds+ev0I5GSYTl~|1?cA
zkZ>sgN^-vYiVt(3cRAzH?C<ulyYT+8P1<Hn40&X}_O<_S?=_^o9BvoU#g75*P3e^I
zru1!5%`gIw9XS#VZ>|j>6`Wa?4gl4*<ndO#5MRLk^MN2PhdFuL=H?{387Im}EHi$d
zq(2pB>_kxklA^xz6-mlO>#to@z#|u2bxt)`025;wl5P$attT61c95s>yt%6V?q>Nh
zKk=dKvx9{sFfhN^hH2uj{2J<!|0l!j5`$Nw3Fgyn9#na3;|CkJAAJQzhEU}>>Ph4K
zJ@&!CIOlEeq$o`*X3u(YA`(Fm;DG+w3BC7TF1!3;wmJUCv}M<3F*XV1*)58gNuaaW
zThi*0j58$-YKkB&Zt?>v77XpH%pP(f0aATB1xa9j`U>7wTZRSNQHqaSxQN?G^lBol
zhuVAx!60G?OXQ-HQy~!U^9EggR00viO_HumH`k{*Luafd(5Tt^JXH1-YfV`gZL&k|
zCH#yAjiw@sR+#f7=#43M708A4_$ookUAujN3^YTTSBJYmHN|OOdz^*cbVyhN$r*dk
z8wq?xLPO(gbNvq(T&sd&FCGXFo~hTo1R9&))&aw&?lT)>Dgc*+KYBQ+(L}LSAi?z~
zpIoI7xD^3Ns*NRxEHK0X5MWu5oBI3Pa~h`rp+7_8BGC+m^{cndYD*;sR|imD=SwjN
z1WM^zg{PF8O>(~!yh-pM@So%#Bhn9Y{PoSJui0y(QKQP7kl%Hh@$k-Zsfm9EexGG9
z+As*@$g5FhNtyPku`X9sJwU~Kq$7D9xCDt8|0~fnQCJrap5%m`o8aTHG9^m`rfPCT
ztJ<~nHQYeH6eMi7?_MwbR4XxBb0$+fFLU+K@hdcKyZh2tM@C1SonKlMjq*Xb^D`|z
z^>^yCbqqG1(e)aaT#@0hc$go)7QGCV<~!cuGwTIr2b~zIHJN?r2;9->)7zq<QR+D@
z^b)4CIuY(|CUXoJrDTiq!SZXplX(oFOSWjrFCxYH*0`c$y@a5u>j@d;+eb?4suR1g
z(83Ro@8TjQQRU;ukuc7!pDpZtF~uI2jRtF-Z!m2K@SSRb=?j1}d(P{dlO!sD&8d7Y
z)W@qy=&mX)0`+oyJsJUL-s$>;{jjOpd~Z7Jj@&0H>YzYWPNy^CGY)X0>dt`wF1kGy
z2A1l=W8XHa_R=yW?B4>nQKF0#sM&pc^NA)u-|XtM4Lt~-%OFr)-;z=kV>iHFvu_8H
zknWSD$SXN)ddQE*uVp}yS&o53bm@f*HSSY}=$8XSwY=+_xI=^b2*q2;_N!a`Lt640
zUVRo`<|ZremmkN<?zc&wSfyge?BNJGzV1iLXqSiPA578hAjzw(AM>trZFMAt)eq|<
zM6eY5)myP6ID!g)W;C3CBQY-6Y^}XRPV`!opVD-x+l^20M#7zixTz$Hi45^WF34l#
zQh2RKI)moaHOkE<%@gm(?@k$O){>l}m6h}vYOh4J!m1f+&kp{(yBu-@Be<ltzJ5U>
z>~{fKM9+5muuiz;wT5|kx4Q<gKjcf38Q(}qwt~2w%0xl7o$&$P+x*-CoypmKT~%dZ
z9`WfNJMK`K30joX_$}C^w;xI1c;RH*S_eVuWViGQnE{}F(B_EG7A*O3288}4g%P%Y
zymIwKp^jJa5$6fXPE>N?Z;OI<GsO-Z+u+a|+6tTCqo3a|*e5m2H=9by);O-41kYcq
zXkfT(cceHJKkQLl{N;3VB@v)S*xC85Y95x5`1SFg$Q~Yg+Y4g9K%+h*eu1rn?e~r!
zGP)3_k{o^$>#<un$lL&3;Lm=({Wnq5FSyySRbw~+5H&b%=R1#6Jtm5jiH^O*wGGH=
z-4$(Fa?Uq1Uj2WlA>IIlSfC+3HybaH{^Wm%BU(}43!qW{4rr9mpbu|zSvya8Z4-%y
zFAPz*z;lop{1GFO0S=J0HT?m*_Thcl=NT?x7E~n@F&Z7_v`)^C921;yvZS8}KjI3+
zS**-e<cd}+Oc!Dh6shS8a=Z%j;S|15&<p&n4(m&w)~Tx0)yo`+9J9-`SFrhG_pSRh
zcHRZAG@tC(Y7crwh0F$|;k~mBFQ@7glES<xW8Zv<7k-R7)j!RDsc`Kr^E=a%8!g^-
zBs)7(3>%1Ty{_rW7Txe=$lktYapGZY3kvu%TQadc0<b(}v7_s(lAQmENq$BKVWc3y
zoS;KNiDC1AV0O+b4OujrJ`bl2vT8KQFSF(A8stjmt}CuuWWf5(dRv6ID=NCWwyN~l
zZI~C<k$roW&>k!Hk$`zk8mE(_&avds{6;-nGAtZ^12cB-o2?XIv=eSCO6)niA>LR$
za#8G@k=6OtsxlQidFPs5D*6tOHzp^OL!dYbq809?*_%3A^@d-VQHDMp<#}x}qgW3N
z(Gpg3t4=xQbfn1<Q6y56w&fx|x;2fznR0*8ExveS>ftCb2DpEt{bvc#B0)=w{LhmD
z+=~FVEnfN(`YG1f)jPO%@{=m-3c;a4u1(gIx?6MT+(lIZcwH8GyZ=vLUmX?Y+IM|y
zK#ZXo(gB9<P63CK&XJaep`<01l<pi#8isBV1V!mCX^`$lB;~t7&Uuc{`+o0Q{=-_V
z#eI3z@7nvf_m+3s3QTmUdBCkqU_@-yi?IJRaHQSdZoxEyV-9=e%;@KhL|>AW;8W&v
zJS?Y_$#m-%R3W3yn|c6aRCfr_^0fZk64>rzaL6@3v7p2Uk<f<J5l2yBN37G4Oi-lB
zQLZ`}P1f}>Enp=RX)SlNtZO^tD(>|KT5{Q~uURyIIxE&u%VfikdnBEn_$0y)j%cLE
zu|(Cs;K)&$lJuomD3J2i)(2AyJlF`u(YTk%uEGwD=5lSkYNx*K?O$^AZ}1ZRE=X_p
z-*51%-!RO4kQ@DxaB5mBqP(9$G777eZrHF`)wDvxCnZolAdqyP)B3w~yk4G)HDZHX
z^<(;DC1WXq*bm7bmC}{qSV>#{P+yze8*nr*$!v4SxAxm-U5F1!<5)98)CLi-4}0Or
z;AdHV(VGPnIOceHE(W!@9U5~pP>Ss6rdcA5VQ<Fo14aol6WGp;!!Gn%HWF-RiCLsC
zD56xhB@^DRYexwS7csFi+dYjHwW_VQ2pCh3c6zjGiqNA%T*+c733xhj$gb!6-!ItP
z-W)Q`tq5|QK=krL6*bjp)1@v>XD4-ouS53LI&J}cHeil|xtN2s)}Vu2#X$eA1SL|e
zqr3M@(Rd9=R7bEymi3j*aFkiu0!5CJoPF!GkGF!P9B5@s%~=b`xtlf$f}P&Iup$F-
z%{|ZHSA~Ux@RL<6oMZfOgDcVONyIDVDzL-}9qjymVSB!q+{^R}nzv~uisO_@@Z(`7
zEhjX`<}Sr7_NA)-aZ{1<29HQSYmSu<f8=li=kh7%q2|77@Fit~g{hNDbEOITn<n%U
zfxU3M#)~d@FZpNSg*zA3Zyd8(AKb%5`_PwE`2~7}Qq>1P#@(uKi*Kg5b{<zX?a9`+
z=}ZAX7TSy5?0p*~Iu=O-Rt!;wr<K;ovUg3thSDb6lSE<YF|9{pDa>OLrO`4&Dh;y~
z6WBFrgZ5W&EsUUKp=JQ4XOqm@UP5o5gU6@TaN01gGF3z*A9eg{H@d{ro-In;3A&rs
zXJ@-C$xH4$x6zqW5Q)p%b*t(tXP#!KsQG=>K+0vPZ*6^CS(JH0f+R+R9pY+5qTjXi
zX}<SwbcMwqE$Go@9Sv9;T>-WPuS4+2Hig^5>iP~x(PY&<;7^3?eL2%{F!qemEaT}6
z*Antf-lX=WGN<7U6DSkk=w;6pcTYRr6GQ3f8g6V5hh*i5oqTJGNLMhXG^bkE$43d2
zV^xK^9Z`s-73j=RYR6VTvV&->zM(JYD1S%Of(!e|RmQCb+X@m8+6dP$nhJUUh#UOW
zuk~O>KF5hO%LmtWDZ=Gv-@?q2w19-e*I`qqEU?y;ze0M4D|Ovnqv>tf<0G(0K_^?R
z#OnrA))u1T8k)pKqW|B3U&Yc2{XUS9m=P2zceBaJ^${A}vWQVhuJ40wI=+0Kw00V{
z$@dkFDnG~;+1bDwT4Q;phBq3fPIoMyYlqPd?83O@YMB|Fi&-x+qg!6NQbQaiv%)_!
zmD1%mQ?^G85FDRIld$G(_>;S`(>>Q3W2w5MNEzq`6#z@!IVIJxhJ^Xa44X$XNZB#(
z^2b+CP70=ztI`$Zm0b{!V016{@2V~a31o_kMG7n-bx;+Q^e{W{kA!hDjw(Z`c#4AD
zbgnd2mF>}nrQ>v85sEL-x_psQ>9wxcVCGeW7CICiG+XrWkC}x5bN`!rh<bw2g?j4e
zs}r%>y?`;08$4?SV@FmIf}yWm4i|&s2~-ivS<eWh8_gnPup+{xcgcuFULK)C;4d*G
zRy9o0cFP}YB~ZPeeUl1qPACc??HvmKWLRp<pzm#?8_ZZ8fdXrfEr{35!~jcwMY)}Q
z4)60}FGluq^tnV6F)=%vNrA9nn>v=LlkT+O3+YU*N?+z#zIGlLvq{5bs}vIjZ`WC6
zj7}Xo2@EEV%GwJb`RSnF)avIec~%@bsD~|};%3;RfAeB2m#q{wY{;+1HsnhJ4@eDQ
z3#h1cThif({RsrVnH_3$<|FcRecQLYi}^_|-585OonP6MHa>-=<*cc3*fp)eGaSX!
zqgo_KO3|!z<V<v>sG)OoxXMkUW#J1r&1YRSsp!R+YzY>ib{S8l5Gs!_WHd9FUvS!2
zzh8;4N7M($p3hxYGN{!w*W~G|+C5*_60?$5M)R$GrVm>!N4ubgi=Q5`EjXIo|0w*U
z-ok9I8P@txU=h!98H2D<O%l;?dEN+Lojg}lNIrbkpm244{2Qmf`VGhfpXLY$Ggw$K
zCcbZEas0{auXj>qJ*=xTQ8_4l#Pq;1SAf5UDg_m7A_t?54_4Rw^CmQiRN`3{G>7TQ
zeU7!iNF;`uLgS-RRT$KCOBN#?cU(mh!*`6zlie8!Wkfg7Ez4hsrl1^Sr)p40X2lU3
zIvB`i5o4D1X;_1}1j>zbo%fDd>5IY4E=~svk^Gqu#yoPdx!lsdNKHiv@)2z99!@O<
zr9ApOpKfp`as<LV-#%;LXkOqh71mn1={UN{_LRt4-xuqJ^8tYS(g1p?phy4KB)vS_
zGf5r&L+o<fn-_qxpS047%t^r8pxw({^h1fHKf&F6fm||tj(0_gzHR*My3o+30uL|@
zTo|j8#0}A(KuPkTrKk^1T(K$Q7gF=R;Glg52Q56Kp;#4+2bl*0T`0D;=S9(W3nIqS
znHhPYkRb&@=AvfxmtZb+m|f9uNPLo5Kqhg2_z}`yGKysUt%4j<d9%cY0!?<_bE@pC
zRPL+leKGM&TZLgReovkz=$(wAY>W^Z-VL?zHoab(akkK|y8JC|TyBctMHX)8Hs{*%
zB1Q|7Nnf@oC*Wz=4vly=&vf^Xu>&RIwH!+pU?aq92YAJOeJkXnAh&|dlxE?XC<C{k
zF%M{}*?z6FYPP7%a#@12ZdZb|_M<4<Hm!mpDd8v4B$plx1Nl;hPt`X2G7V{;GwG&n
zw4wGd#@>=CC9v@3XNy_dy^dAUC4M|(_@t$$;2`im>>hi=dm}B8U*QKZW(U>f#^63J
zL${RviYCQa7FQO?9<kn6BLSOq31>ugS0HKDu9>ov90jhvAWBl*k>YWQxo0Z0yYTI5
z*!WjpW+mTyp=B_g`(>JHcTjxtDXq6*KBScjM2($Bf?}`Z9~|}P+WYQ=*D@k}3_zqx
zexy7wXR_bN)9=<O7Ia`gJO6PBe=`54?`Q)e8WpABbC$%{2#E?;0w2~CuFd!=^bPGX
z*knafP=@OGo&?EgsH1aczYrO>O7QSPo8gb08i_);?QVBxv^@^g2qD6CkjzWNLDET&
zyA^@E@487P_5v*c`f7P+B$h`;n;IJonqn?TwJGgwvS6VAWm=|O9^(KRZMmFtE_;i8
zU+XAwPOq})<hv0vbqR>kNID6{>5f=)j^zS9C1NHlsEPZc2c-B;f<RIy%omFjblVe}
z#u4?Hh&?~5`yA%jgeKJ)Qlde8MFrfxRSF0pukAH{-^Bkpudf(4EEz0FleVCK88KSW
z`-%Rxb``3yp-8DGM(=r;)M`ZCsZSmc`mIuiY89`zAlQ^rI8@g;!F$7GwGER{O-K*{
zuKLpL61>$nvbEw_uL}k&4W;R{nx)H;Re_ez^M^&VI^~X%z9=sArTb?%T6AM5{bhlI
zr{HTp)O+^jD~9L~6Fl6`D6C&PpSiF^V04&t`LM8o+`f<!`Xbq*IwkqTk0Cf_SwsHD
zT3hr)HP0PwviW7vJT+;FT41N42aPewPco*pvr16{r=hc<mNpS!yW>FncA)OSf?W<P
zSzB-p=z92z@6LaZUAe%YC9vW%cYsJ!Z@NilkytnBYLL28LPO<nanHrt<7%+2Ad|)J
zi|4(<J?Qt6-Kp*uD!krj@8((rsfNX8<oO1%)qHzKAqCt58*lxCKZDQxZSFh+1s(LW
zo*i%<y5(^V=uM(o(@pSqH^5eW_BQsZK!*0v_Q()=&D)tw!K(B`OZZ5`QHP^s5meIX
zrtb_N4G5G*_F4w~3>L~f%!=Vjk7bpgJQKAH>o93DpM+eu0sX$K2r~8PuIr88iqDr=
zED|+;>ucK|i-nu{_9WB9*dh<IWGbM7EtC*hRPKuvUhOZpoS^i>OnNn7GPYp{8UI#E
zTtSzjE;BPEf&X_{)|h`O-ZYCm#hen*&>Hn!<++{qk9-alb^^Z$$-{ib^HQvA3Otbj
zFn0TqAmW>UhpQOKB`?NO^T>>SI8Rz<2pJTeCY8{cs5on(T-^>g-LG9r(!QU<K_@K?
zTj4F-)9C<x6nh@0{Z9J`iq5yolsQ=1D$G_S3{28{nX3m6mds6H=1Bjzga1=bLh(U<
z!?QkeNL0BqrZp8xU8E2`uWW+TL^zNeDY-&t*K#8InSjM6nx?62#JKr}JqbXiA=l#V
zWAK)#p5qPg#HI+@d`$SFl5xX2$D&px)=|#qtXiC1Y125Q#J%4+1k6_@Ahbta(8~?^
zkfdM`cuSvcg3=6)VKCRWT%*)WF#!BdT%{b{5%1_r2}XnvlDoj`z7SPP@zPXf+ubgg
zXmRFbAAbdULZh64cysLy3$;mJL1)eRrXPLV3@b0iIPfpqyTT#Y{qAo^O#kPr4(Px!
z?)LpuK+6J68MaX2@V15(yxg1br{OnrR4P)6Ff-1Y6IazU#p<Pt>MbMuaEo9^^(fW%
zt?01PZD@YEX-W1tVGLp5id<r8o-cH%@=0iY-E1*5<23G0nVyUgMH$ulOL)=}l2htK
z0r3z<R{M5$tYI$iMZUNzRg8$t8YG6f%s&9biC?p+YdZ6uCgjz}*8(JCYRy!6QN1Mx
z{ZRK<+_MdeOAYJoC^6Uz`+pY}3s{u1f=${af6O1yLM4=dHusDuAVX1W`KZt>LXi^z
zL%_7XO}j<sskvSb_(z5ZxG>GA7xk6*_aSjgLV1{rP-ECkT71fk2I5)|WZX<WBIj*x
z)$Vw>Vnr#(l^RS4koVUn=T#zL<@FkeQ*!LYp^`2y6FXa@G3xez&?48ED^@is>k=5p
zQZ}P5DwV*fN^~=(&ad>EOsW}#V*7dh!fcPYAYoEo$yRQO=;Y+`cBivgbA2Y?;%no4
zmXnqS{6!?z{!=XdcI5~Kym?Nqy?HV(y?F?eam*|%JPzcGyOXO+s;U6GB}=za2m9yL
zest8M6t_<_n<wTYRsx#`iTvXlMn+4+aaM7i@JoT(#+$DHoe7K*DE=Y|`i)0xe=$Gk
zt`<63-3%+z`IzS3zBWvxRy@6PcHcVHZ9pVW*9Fm=GF;FGXuU8rJAv--kK4bNFSTgn
zTJRAC_{h#l(j9g(=f&8>o-shBGwyZu&i0v?ZUz3lBDUQ{<9^Xa;*YQOa%vucS(;V-
z@hmwS&`ICsyiCgLm^$l@aA8m{vz;ai`gPD)d|`BW<}`hLly<LpLrptD7tt<3AFu*A
zwoJKnI&a=j7WS8RWHVUO&AC`IyVj}2|KrwE^gpF%L|g@p3_-s^T*xvSNvq8yi9DF3
znw?~(MRsEAs2Ll;R)Jx{b&q2L14+Dl0Oven9-}TmpYY~K<<H_=ZEp9I4f;2)Ts%Gl
z>N3O-%gFggME0PkMqz`;{x+GLr#}<V#Yzy9K!f{nbbCg&45`D{S?o8j&%HZi3y+VJ
z%eOwvL)5j{ACJ>G2NU>a^ZDjz1mR>#h2SYyO0f$+aWw!_nl;kuVJQ%a=`t*Z6VJO=
zD!Jv-5ePmp#muxueA2M8TT^G8<JcWS!qlUt8N7%iHiPILWe<6no^Tm?eDfDIh<NMQ
z16T*VU4$Xx1=`l`7*$wTDqfU1aD4dOH}?#Ee`jOK634uv<j$B(*jX{@E^a#7)S@6t
ztUtm9cbC7o1x5`|DxW8tlC=4GFh;~}MZ)U#eHflHEre0U4mcs@d+fvjvW@Qr)JvqU
z8w=>zhZYygOb|f+W_mAXi*hGm#q*tx1p<-G;_+2%hEJ_ZZ=p?ud+OEUotd*{z)uRF
zQG?ZL60Pc{PVPNmN6()wUcj;n8Bh0gFT`LoXDx9HH1YEQF7IL0)JBe`^Llsl4>6nt
z9g^P~1WJB&7X7Cok@hkC3MLP13LHOaX)(T(yu7B)mnC=_=`VEl%IGvQi)`c{H5&W3
zfyv1a#+%|0FuRK>b$$pDcalE>{;l)rl^`urI=qcnRGP~YFar&p$0R~U<W{iTE|5dU
zYs@rHBg2F=q+qTar4y6R_kV3)EHR$f6g7C*0e-Xq2kfyYl?vd%q8_`J6OIBpMXMPC
z-Nx7CTQh~#?~jD_rcC+Mpm`1FbDJ(Ac>%3wMRAfrd!#C?;^pVE{NmbTcRly>>=B)r
z1ArtUJI%UPbn<z1bKS%V@o=x2Jg=ajO_w(nGoaQqA(h>07CSLvWZ^7&;0{;FB-F5M
zU?)#B;jc$Ng7GSkk37@+VvczM(=_97V>^zoPh!L{Qm{tQWDKd+GOR<8e%xQ!31iF>
z^${<QQY*w6gMIQ0n&|886I>~@?t`M4%VxmATbYB2ip>TQYqe<6ln;t0BMMv+uoX4m
zL+fKY>KGblUr{AfK+t9Nb+V|Gf<~aRhHPu%3+~J}wn2Og((RG5(B-LjKZ<kPDypj7
zOI|mZ=$-R-Fg3iI&4F<^rcO<`nlV8r(*g6tWY?aEDC)4HB9vB{;bJ{Ep3vTkZmR3A
z%{%v>y03gT|DXzAa@ru_u6VcrPmWj7ztj#2E9Mpz2^@smzz$CD>6)4kK1#Aav+SR^
zIP>=p6+&Db`U3hu|CJ%-hriCZJ$AATpg*@q>LkL}q@oUg^-xjIIBowt{jsj9sd+Im
zBZLd*|E<PDFB2Ji>RWLU*eSQFrhUBIn*V0E^J!=4PDWO~)kX1BP(QH0?NB|$VZU}I
z8c!CfMs(bbp<hx%gQrZ6RG;#A`;#XAxRhkwH`C<5Is|coF4Zz;o7ny<yVOhW^O{Z{
zj|TVw_1;7k=Q+R@Zyj$c<GbzS12WVO!}@Jq8x4=VKn&}Sg?`&DXzT2|ZElY<w3$ab
zU9R)#k1y@Nfa~xrZ_~}=wS;#+RtM)Vrg+WUCGxFm%>1-w&-O#7&6)Fm-kBhLYPHbh
zo64kK#`Z?9Z?&R&#>VtF5Mjf6D1EQ%^$v<T)o}&jG1&-<O?ub7ACBh$HwugckT4df
zI@zBh0nRKRZvCR%_*p9v1z@mf@z<uCV8&EQT~-#mbTQy4hpkww12!^)lE-zncR4@o
z{=jT7H})y-r8Er0>H@cQ-Q&_#hd9Wp&sE+=g;q4pI<v7e>57i^d6)^Lb1x264yf*h
z_*{Stl<${63wl3oZ^#8#49MHXLyz(W;bSXlkn{t;3c{KO4_-V+H=WJa=euKJhGzND
zq_nwD?N!Q`$~d7Y^XKRvB)d98u#8&qSZ<Wa*lqfI5Y_~K8b*IpO^ZIhg(LS@{e+c!
zaqSxYrf%w++0DeI-h$j6tNPiEvw%;48E~UpizVz}S)Ch`bTTga{P0(~ezOK-O?fbi
zxLEV&))a~!F#avD9_2Dsc<O;Y!FyscT@m7c_u&R(bN+91)zEwI&7ASn2id2M^EQx^
zZ`@%-mDT$90K3ZnsPQcHK6@>~IIME?x&e|CcCh7|YOh3@Q$Wb`zWNON%07o`F{k>X
z7jW#Q4kmNn8k1;iBz4-rfgpExIyI}UM)2PJ@~y^u^J4wO7OMnVxTY;|!33CoE2tH@
z*ZXlz&HCu&?sEv=s}9rO=V7?k%^BuX>S;ljvjFG)i-sB$YOaN-$5AYn0CIA2+=>ZS
z`K@m|oj-(b8I%C0Pu-SFl7Elja+_m7w-hz$g7a43xC0<?li*bz9U5|3mnVJT^>V<&
zHIz_L=9~YOQ++^gVd2G(DWDf-Tgz<@@G7rdKiE)r-w#=~&o4@1clyk$dpgG6+i<)Z
z=m0GDkNZ6Xx-;hs)y&7+A&FI+AAg2hd(77yLcaK2k&mE$yWU2J_N>9>9?c4y`6|E!
z9LY%p80UrUH|_>G{rX{Z>4IgQ`o0iUEDsz3UaKA16PPnUtpTESB2nYv=$mc!-uQ3r
z$W!_8)9RmEj({i(F!q`}iF#Vr2sksR#pycIb*|gDtO5e>D`zYXo8ihv6EVOnZt~TX
zI#5nM(@b6zZW|Jr`${lqjiDN9ue^Y+E!M_xek<W-A?Nq9fr8#36=%)8Mq^VVO;2Rv
zG1g(<n7E`_bO2jF5^7eUm=4WnNyb0+e}<&OYbZy?O1F-P`bG~>as?7A3JNLpQ_p-4
z{9Z?NV<c&GjNw(~`&Se4>Un8|yTrmpmR#$+W9{7-z4G#z>LyN^7N4kAn&RWOlQ*JL
zzF0GFXzZ}n#{z)y-qd0J$MQ|dM;E&>Kc_XneRLfT161@jNj)LX5@Do=IT9WRP0|-`
zhhyANwM(tePZ$B7^zeK#B`3vY1t@JytKR_s0}lb++p5VgA;60h(4bmP4~*u+f9gFu
zl~3gRRiXT_!zi_Ht}D?l?zOup*s$CK?~5>v1ZSA@c!y8Fj(nAmR5}HwPfSGucO|Fn
zt+amfI-Xm4u@{(hgTj)2o_#MeCH;T$QKsE%nyaX1$gqy~EJ<?)$_{rrcnNMjqeH#S
zw#e}e$1T158dnv%?Oe{&v)CA*7Uhp2-94SogzI37J@4j!_eO-&(4fjs(#PXme6V!!
zaZBe8{>^KW^6D8EDc$#j@mu6I3jm!D*Nr|)+DOZ{!BVWj=1rih^4bnciY?mv^f9jz
zUo)*~e%nCJm?(PNaxdZ|%-y1pSHo6Kb;^C-C-uc=XgkY{A9R~(<}Nb@V8ST9fMLrN
z$f;w{-}=*+a~NN2fil71q`xH_cTvkLNe#2^X1flZi+56~|H}pAN#kf|mu|<9M(?0-
zq47z~{f%N944uKp4&`HSXLJPM0;K!6?UC}683X&U2({+-tQ67AEx{cFu52JwKY2L5
zP~5R;&vTzxqCJgHbCD52nY^Yu*UalxzqS|9ul>gpZUM_sdUp-caZT14`ro{-7$W6E
zv0x&qMV<d00ENU_jb_=z<kb4ztPrccYNLXubj*Y4OH+kgpW!>fcoKKDqwa=0y|0P&
zZpyDne=!lKR%+d;yc{#`En8~{S6XZ5$yqp?_ebHQP25|wqx;=_O3%JzCi>AkWTKSg
zmiLlM*@77M$!52_Go|qur}lzbYKu28!RmRXGiARh_+Mb|hU{>ZhTlQ8_QgH=B4AUb
z8bw<jnJ-@cu)1uoOf#nV2E4HPvAo~%9&u?sJEeZ8LXK<LljHJc1uXPf{HYpQ8*|_Z
z`<K#h7q!p-^SQ^g1IXj9$&g@P3K9_fH5mRlok1RoiOrYHKszo9Us$vyY4AbfDt_A%
z#0&6yFn1rUh9as|=-`Duh-6KCUyEm^-Y)hwMg0Z%+4$2?o?*5OHh9R17Uwv04_0Ly
zL&YdGW1M(|n-tTIqiQ&(;AgJ!8J~o|&)(r#7F(lvjLQ<8_UxN=OCxD5I4-gy#oA#E
z1!Gyk3{z*air{B?UWpmeJ(TfHt^q4T{6?ZG7li74x5^juJeA@4?hySuI?T%ICXzK|
z)WG1QU?cIqqa760FN3!-kg$M_J)4CGKnu%XlGs=MM^^yyb@TewoVPc>177v*;qyq@
zu;Be2<N*L7a;D{^DVfm&@CqGo1Y5}Fn2?23u?IrAIrD@1eQaqgZHED#fr2vLH?%=V
z=Wj2zShLd|IFTem3A(GOz`vgOJw}r3vBw<iPIx`9@)C&Y^6Op+%`WE)nkUcSgUH_0
z>$gtu*6<zts@7KHhVG<b9#ekKCRpZjXv7^V@%VABZm{4CLx`T7HnOW_Nvj~8-M?bm
zD$y2?1Fq%gB$`rL7xUAt+AB3qt<m)t+_^|FwbP^w0o8#DN^{Moj)}95&Xd~DR=;HO
zx-x*dGV8e<``^5#EjrdN=`7P9ywH_IV@jCdbD-3yZY|=2R9^Z4Y<h}ZK}`Jy+>qCk
zMyb%SwyVO@m|i82p)SPo`JN8#XcU0Jed64CcHt5}E}EL3W8sz~`fgih&NOO0ezQP8
z7M#qeJXjg{Y@F__s0<a(7PuSPMPN}8bU)#(hGr1RfZZ@uIRPs+fHdoUsaHNk?3+<y
zEIvwx3zb2|YG_y4`L*-qNTs-bGRRgodkQx%jNV66C%+iFUAVC1CBVuP0Z-EsQjZwn
zV<m`Wk>H^fYnsHeiMUL{0eY$dLFc~-`Sv@2Eae)L>tCecfGqx%@&r4EKFF{ZgJM2!
zux+osri8~9746T}W^X{Rg2l~&P$hys2yp{Z)n#%Fvo0<|J|@PEB1qYo-}f*x+GnMh
zm&ITOQf^IA^?J3)$y=i6N!eeg<Ec75mb@XShQpfvT#h(Tm~~y^E5_U!T0E1C9mkP4
zG1S1um*&}#r()K46n)JL=qp&Gssp`JRJ!tGf`|U4*x(puBWwl9=GYPKx;c|JSb)qo
zN~dOgZq_(j-J{CyHnP~xD9Ju*n<8u$34(BQ8#=}c;|(29vrQq*H9hnjs%mci?{h8^
z&;b68)5*4MpowWsP?Xy|C+1Acr`W4QynHCG<VMrotAP_lA>qGH8B?Sro!BcFUS`-A
zv4-{Td1acdf945OAdQN4I`&xt8xkWT(LRKYS}*pYTi2HKhc}AFJ?jpJS!H_S@h$R8
zX_c#M*~UB;0ltXn5qf*?582?8umdi344x2eIV@V;icxV|<daj%#-fjJrv!uBJ=$5b
z*<vyDbo-yW&Oz~B1Nw%tK*W$kt(OZt6pcbFl2x_90~h5EY-DoP>l-UvwxiRr4j``q
z^5}0TJ;z1frmxrY+%D#$CHiHAPRlAMVjzG@i<7P*uZ1DbQdEtOI~~=`#>7qG;4_j+
zMkDR^1R3L(rR8bdrHiuhi!KvZ^JUN%CAD*QgS2smRJKvc@X|8g%K{J5m~fupiI)y@
zR%+>hTc)Z%ATep>1qa)!Kqi6R9R^l>%;EtB<X+R9^(v~~>ntSvGk~O{_)eHMiFlkg
z7SPF1LxDa_v#v-Qa4?VlDt7l)>*%6A!IXrhBjfXCz3V&ZIuz;ZiL!9BROTN$DSPFJ
zyKqY0sZCxR9tT#~lFlAXTzM%E8st+vVs|7yYS_RG9nPXBilZZ_WCJ^KJkwWg9g@@L
z+;a+3cqVzPq>0uqBC?;DDK;q;c&B#5gc|YYBz-Lz^b8PfCA|7AooW`*?r|e=1<x#+
zzOR}_{Tk83Glx7V-r7^tOjn#nA6=xd3#ii)ic%eR-a9&K4?&}#(Z$H2Ik^J00cqm3
zesuOnz~3wFT9l~}^0z~mEE7b<1JEDiMFp%asAeBzii2p;6=PcrrO{@CY2~T1qjUIf
z<R}$Kx4Ezxu(USS2Nu8N)8BJSSL`>TIG(@R+!vsll{=cdA1T;jBUAfgv4KD}0~FmQ
zUYi|~sx|vH{VgX}P)!`?@KV#VsMeQr3H`-i&6JCT_t9zi$@g~r_px{a-%dt|D(l@^
zRihCr^K4s8e9J33f^K0Iqm6$JgZ>`Jf7?{r0{tL=JIIZHt-s5m|0EB=j#$o2>N5J3
z1XU*oRa@e?uqRjyihef5l91X(SrFJY9mq<^P(*OjmRTq@0i~_1{`3w~A|qG6$uOPo
zSpDdhekOs7T)s=)R<Eq{S5a|lP-tyUg8;3vNwP?b3{+Pk&vQtfCV!@RQ*3F<L7-A^
zfK>hHi5<4e+-j@0#c^}O!(*<zlpycYPFxRdr&;OC&OHAcSGA6<)T_e)?JJM8|HwvP
z#f~kOg3)Sk#fE55dQHVSHx0Zr9a@6#;(isND}QF^tE+)CLmo0Drk&mn$!7{kza0_x
zPUUWbMLUP4(FsL)aU@GkS&datn%iuV2N%EQs}oaMcF|6bKoOZkc=kN@tUyQSWDUsq
zm}Ro>>59?Z9Qk)T+;qIkU|;$~7wz)QI@m(3{?7!rmh?#5_p9gy)S6P$`jXR{IPFB2
zeF~CHmr9>MPj1lvCf08gZGqyd8Doshn^{cMyhjbgeRM2uz(X`LyKslWVSZ3%o7=vm
z(&7kgWMZHs&_b;^NPzOi6V!M)+li~AVa8!QUuDTwSqv>Lr**GTpCIP5u`%=S!%SZ5
zwWp(y6y_YMWIZh%hTM`#qNV#`l)8{^UMfp_V^QoY2AgvY62;xbn2&SYgV^b=)Mru;
zHL<Rbzey{6GZjpIYEYvNa45aC_56JU1NzQCWZ`#!A+<?5B&ben>xj46%77U|y!xZ_
z)dEE)REBBL1#|jsSl9Qv62O&dA3%DAW}e~@A|X5zqSA=BVC?-^;7J9sE0$&KQ2+j`
zx_^(lRd|I7KkwoGZa_Gx`X_#Gfi}$Uo-%sDz`TMGsR9?<iJAen#MS25*Bcs-(QV7w
z0*Z3*`g21UWrHohF}PDJ5pD1LdH(*w$V)9MupfX`blnRC?1{f+xKU47ySLg2_t1{D
zDLx@U`i~Qw;v#I2V_2(joZB6v))}~a#11DKGUe-gTgar?NiS@CqAXUJjFST0qI7g&
z*|srb@PTR|`RW|~*S$IxJSjOFCe~2BH|~Q^973EEGl-Rf*gMlRF;bLADD+fXzKxB4
z`n6?`zb2p>6bFPSJX_q#?|yak5%M^Y@||{-=s--kzrr*D#gsh8_NbVRj@WgW+9j$L
zDJ=@nQbhlzHJGF%C0-zD*V(ShB4Jefk*5KN(%k3^RYE(B4lz_N^JSdWsZf}%HXLN+
zEXqkI;gW4{>s!!ir*XtJK18L&iI7=AR6HA87+RE$pO(p(#{Ak7NTnCyX9udvvny17
zMZ#1!3~)Khf~~1+Ba@i4rorKn<CKLJpbf%e{p88&zA@@4t{5GJo%O79qvgXq8EbP0
z5zRw{4pAfA(4V<IQi+lRnYKDAFkJ524DQ^b&%PbSBC!Gzi!^skki_~oG0qeafaYZM
zZ(_Xm-_D?;Vm_dH@$L?#FBohOikba3pR2A=Q6bc4zWe6(`&VJC=0ykWg&^(Uf)#TS
z&TBiF?>#;R9eLW8dF`Mi6O&3qU3Ah-VTBd`&Fv$|cOl{&fp2KnN4YQ%^FPx2@xby~
zCDoiHWUKc({1+fZ<Ao|Y6sqgP70Q9eG5KGzJ8g{0cx(vAp@_{wE*VlXT72#WDy|$h
zJbL>W|313bI)-S>>o32m$rlDxAx%uz#>&^>ddet?j9I(m=av5S**YY{<gz`7(vK*C
zZkz3HS&KWevDyI5WOnp*h?Pm#lTb+NCy#FZ7qH0vFR?uOh;g1oOM8hykVLFD`XC7`
zBFd*gv{5^!yjZPrbfaMWXs5^mYrd8XWhQACKv+%qjybM`svO%ePs~jfkJ|QFiKusR
z-8i~DoXYBCB|=I(=W{OZTwRz%1|1h%Yg7kbf=>l(kG?F=%iOBp8|HUo((m`g<>tON
zjy3exQu^WG*+<U@b%KPTx*0yPqs`t-121;>eQI@J9_@jfsf9#mx+Cd5h*{8chx`Mn
zWM1OM!_qvC`m`{XwbG&%P>Lb9hgxoQDirg=3(0i&2t-0?xj+pt9}D)`A4SdS3e|Lp
z2aS5A<(BLVd&6jN$BZTh+Tf4*EKw>(>BEAU6O<h_ffEpAmu*vU&dXkwJg}_SgM|5(
zXd`ZP{){Va;y*Stm(~f_d{gc6%!lJ|3CGfMyvN_kbX?V_#Q^CG+4*2TU>sLaSO}Q;
ztpX7amohIP^a4u8g35r<!wcW+G4C$}iX@kAzm}FIAXOo3+_g<nLXPhw_gql^g2(PE
z7h};nE%5OrRwv0;Cl0%eSMhK;%>Xb`Q{6HkDh$B%1umK<s8j9x7UNO|%Bg>zB(Ux;
zo_hS$GG8~bs|Kw4fq%ul>MZ*a@N3Ch0sWpu?sbp=T5DV=@As7q>g8W=mYGT4oCWYE
z7o5#WZv$yJ!B=cq^?r{aVne9zXWnWlV5|s808a)ldX76cj<@T}53bm<^MscF%CV3k
zdTIp&LICF;!LM^HGysr2D^9-gw?M5JFM$Ll$xkRtD*5DKFBq#~hu*Y|=kDaXyu~xR
z(CCoYp`%SzvTjmA2qq-xIZK9(sh{RU<6E_`N-W%`JU63|a$5!YV4~;q3L_Cc?;1XM
zsh6pyYgN{(5i!et0nuyCnR@dG*{s~nAc#da-6k@t9xGN23=E2x8d1o*3*FrM)~b~$
zOF6lO8>GEIe4j2bcNBBIdap^|7zSh^x|+P2>XAG7&C*>eAg)+CXBV;N(8Sq4Sh_}C
zMa`$zEZvqofc?L@_;ep;e<gLBwb@KWvN;a{&^-`xG54tW&C9Ve&Zmub-?W{yqTvh2
z3SxVn2%rQJF0FAr*$5%34kZxUS)*?p_=o&@#Ruwk(VsrOAG?evw9|JV@M*+u32P%8
z7$*cmdt|wjp27B)-;|j4=kNy!%nS{&>7BI!eBgAMq|oKkB(FX4IDQ&oX5QIwHsa*J
zk~qVo7V5<t3Vh8nG#JzCyD$Dlf+m~OmMDa8_UIP>_{ONa<BauO3hbaGe_M<x^3fGW
zET$)B>26@a4hkXRua6pr29t@v$UJHy{gMATGGeZ0w$=O&$#AcLVE*<HrnC#~iv%)^
zKoRpiU;Gf1beqA%y#D@Nm!WrnR4m+P=m50!)cK07vdysYfdmJy-|qU{Hr$1tFMab#
zNBDl1%u9$`xU<to;r67}5A}E>@psG3=rtc(n7x!HmM^SM548R|-+^Bxm)L96P<TTZ
zaz4wm7F|O>Ils`uc8^nnB4qaK_c-Vvjx?^HVolmAX_4NYC!*;2z5(HNoKP8OBhIFq
zgHMKu_g@sCnilz>Arpi%gxT2v?~~iX#UzlTNDA+sQ2$)T;civOW%@QvPsE2MwH<zM
z@!i%?`PbcW89C$T_fZGqo-fJ_oVT+4$<ctM!M+YoJHShoJUvCQ4g^Ts3@G+|1Kj`{
z)=hc|nx@}+;4EngpSnlux{48ImX@b4cLU|_Hu>IvN|j!Ex{=b@x2hsr_&e+4(mL=x
zjS3u2>e9voIXU-cuBcosht}^_KbrovtONnh3aKm$&Fkro)@IXqDe2N|lmj5)XGinH
zjYo^Ai!Y9VJiLjEb$J+v(Ozy6s+{3UYVlT|)ljlAsL{QN+2eS*H8uX{v}<S2>9`^w
zD*R|YlS0N=n0RF*x%XUClPhYs;Z1W~=cwc*r5LU?*Dn?m1BicL05s&UndI_Vw~95t
zMB_Hxo~PTn9}mYv7&qJ+-IJH7L?eg^-?>2**WDWW@v_0VO1V{U%_{`piXnUu@{xo<
zLZu(Z7ggbm?QS-Kdms6^O%Qf2WmJXgVgZ!6X$`CB<rdU--ch^`QR{KgAOgTXVWiYo
zI3kWF5kuuOjSlA;r9*&8XNCEh77@1Y{ZuX+Qj%%uEUn4ct`QRPWMp9~8891f&A~Ee
zO}0^81C*LZ0pUY`@sl1q-Oiw)*N1h#YJL)?Ca(jQo6dla@_cqSZmAcD-25OrJdBGC
z-MBpP{QMX*Bp#ffI7?I)j}@I+m~F`rG#aftLe_@!i4^<FO@@0Qg~`O9>LJ9J6;!y^
zq06RbhZCuRg0NdavwS`qX7y#dA~L_n^x_0)ZJ6P>@D9Y-26&MkL!k*@t0@$~G+F`S
zyfY=veeWM?8**RE=wS3sZ!d36VJY=$tHIvwc!07#S+dDEByIY|XZq>^=pztWB3D&%
z^hE;#=6Nr_06D&T4J#;J-VgwNlM1lnwI*at7cSSd4X?;O>`dS~AY&+^x^y`V_&bv4
zdF#A<SK`IbX2A8Ad-_!seU5R!f5(g@H2oPfqV-SA2o31c7PR413UboZOdUcXq)^vW
zl6Kzc)NBSjnB2G4wOyS8Zo<hL8*_7W$8O|<@>JxTUw5490cPe>?uDQFLNdaQ?MCe+
znS5Yt{6Xh)sa(VthTCQg9}APVe>5ktC|f!YYwaW)@8wyv$9@w5z{0Z0L^-<8@k`2J
zBA|h8t|M5<2=oNwK_OA}8h?4{P%a4Q1C#tr4adTJ(p~Vtm<o~hD+@<rPMsvHeNpqa
zyU&u&Z0=0vfTm9Ko$a93LGwpjhc}q#P~7)qxq(i_I!CrAMPjW>P9ra@?jXu$3~7o2
z+J2q`AuFw$vW%CBJ6-JA4rNO~j0shGT~4n~&CXzcQElpZWp?)RgOQ6<;I3yVk>ppn
zRIt+A0XUQ5?T^(3u0K&^x=yk4JjoZg1?CU(-pP_&9F$uFK8F8x0W1Mr0Ofc#qo3L4
zQDQJheo5e7W};?st}dTpP~UZV=hoBdQ5HZ}(tRUt%aE9=sN?P#Jmu`XC$J=LzhcK<
zfiiT34wUxw%nNyTPAaY8jRw;D-00OkF;w`uA&v?%lniy&kr|_gJnj?^rXD#+Pa8T3
zdWP5~)qAgFQ`G$EWXUp_JD5&v&WmfYd#QlhI>U`3B?Bjb8e&K-S1%Ot;ApE{$XJdI
zJEAEy6lUsIFjNCF;J@{U(gn~7$XZxo>@0p!8nmN3REhF;<NOp?WT4J!aSs7I-Hml0
z#kj9#ttT!1NM)((G@$hf?zCgWSJhZU6?z^>$Kx6Ncl?Zmsp0Wt_jYfJxisM&j=?zs
z`&ks<j;Q<GON$8JVt5%B7W16q>`BND3~8yVv*acRJ5cg43(x5=xw)Gu-J`~F(s5g2
zDi#R(oK|(CxHYjvKU4QZpPnGhZ%ZqPzGtDs*v6gE`c8BEWT)fPdUX9bsJ82Upj7=G
z)%0Jn;MZB!(D{3zCNB5X&;kJ)vbb%d{59HLtX%4fI8ox}M8!o5BWVqHs^+<p6#6lY
zFA`Fq5x+BLrT%6A;F=WL^I}kjPCv+cGBIie5$a4VrwvlE^lf}tY$m=^J>MM@Ka{w~
zA@)3-=nH=n9!X0)>DW?c{KK-{F0fdn8cnh;^zP5EQyH4#c}~SbL}M6o>~TR+CN8TD
z-7j0y6pe^V*G571nR;U}k>}$Z(kqF#E&+o7PT&4JcTTdaOCsSNe)*Uio_5cNAT!5a
z_#%4(oeqprKG(Dm{!6FXG74GNBpIMeho$yfe>;9TD#jpoT!s2Ep1sT{MC@L(LPOgi
zPV)}!0ACtyXjpXGb0SZv*$>_X^)p?GxMmlb6A8Zbny;sbb!S>uyDLI#_=scOo0j(U
zK32&3|1gZelz(d=uA`q$Qm-+;Ir72;M{1-9hWYc#R3Cs}uF8)8Ju}bL;$5a+cY%nl
z>@8HZ1K|(j?unyFj5G?>n3p}@95%M6>K|C3tLEmt){ff60vRP#Cx~&$WeX1i57%M)
zxg!=4<Pbufm5%+1rq1ns_Ree^lX5C@4{jc*+pDzP?1LPGlpMp+Xnd!L5r%!f7LDL@
zHAe$^hISRYM9K^ZM_@>*F>b?KT8Hj#f7?>~1eyBMNu8tJRXYAli+!9sSN%5s`}g;o
zLeGUeY;lq!O){9Guo!ei`A$^{)lAK>#8lWnb!@r$aw%p882w}n$jPGrkpxB0?Z+Py
zrvQJ(7>LhOe@5sg667W8H*0H%$%LgSASW9s)~a`^KhFtP3ZM&W^C-d)3V`YB1a-b^
zhn)*=@mtpt>9~$LxQRH$bZXuEzZQd`l0>afyGfb;z^I*1D}nB_T-!`WAV+4<+xiP`
zN1Phx(;S?56?=9L8U6Vk6&_zAu$XC%Y(yDvE+M+6wV75ng!n<CU(77|x{58Rg!Qj=
zOj)El)2D#Qi*NqX4_Aj+5%hEI{^n%{Ds@IU_q%8)TWLyfkBG+Y#$DRG1m65VCL72E
zNWhdrgvVQltHcrd%8b3u7Z+UR!=vF-GE<9osP#s|3$3aOeXR$%SMwkQF=B0R%;%?6
zd8n`iTjZlN%cK-Lnj@Kb{K^$xGwEh%31Fr57BDl#qBR&{Il4j2V6}aMcSC4m)|SGV
zMn$-s46YH7|LcqVZ)O|@6uzXGW5XE8)T5QZkk-nea>yPNmTjaZmi-v~ibJ(B4<IDP
zzZy;IW^i%Fk`V_eyvFm6r+lB5rEfEY<;i46x@cq$LzC?`i5*sIfK}G(l>6EWAoXy&
zKc;h#K%Y#N33Ok-iLcS^EBo(%j-&`?xcthPMTTW!j$*^>wGoU`)zy!N9b4v+3vIeL
z#Xa9n#-Tmb^Hmm-6)|J!c)XD5qMkh#MbVBv71;zNOMsZjWU0hHzjEuK2zgQ-+4Gv2
zaU8V%!KdMGyQiyHZ6^4CTgw@$Az)5P;|QhOB4B09JLz}{yzJ}wE_4!VbiUcXbOjyh
zpv^f-DpyNloataDH;%bJI%?55(`pJMGlVGS@Ipfzy`=+f0k(}i5aAS#_;Xx;{6X=2
za7<Ye+FUA{PQ*s<KuR=oJKMYhYtg+MGa{+hTpsGQ0WJ8?OcCYXb4L-e;?Ln=8)GvZ
z7bD<y$Ea4aV?=U{h`qOHw~+R%2@JBo0Tu1mEHeI^^#Lr<fjpx>#wjZ&t%UK2NCXp4
z$QaI5uHkcmv%?ux34)&C;>t7JOqzS^=bOdQfiG3-HXfN5Dz)+CLE&g5q()otPIZLR
f%F;DNb3xYb>#cpW_n`=|w*Qh6lY<qBzV!Nk`N6%0
literal 0
HcmV?d00001
diff --git a/log/zPythonScripteTest/err_n_plots_multi/IterPlot__MultiSO_Rho__fwi_FWISO_iterate_m_allshots_5_8.png b/log/zPythonScripteTest/err_n_plots_multi/IterPlot__MultiSO_Rho__fwi_FWISO_iterate_m_allshots_5_8.png
new file mode 100644
index 0000000000000000000000000000000000000000..e2fa774367fa198f885e49613cb243dfad40111c
GIT binary patch
literal 33755
zcma&N1yq$?_pc2q3WDIKOJdU@2uPQ}rb|G&q#L9gL_xZ{rKP(|x<R_TyF2!|0iXB$
zpL5>voo@^sGH}Da?zz^Cb^Ye_{U{~;>Lu<=7#NsWq9PDk7?>wYz~A5SPk`_IW{A&#
zf%%>)3gP?Ykg%I*pMWts3vFbwu9S(UBl;<u4uLeiBt4tc?pjVGZzsj=(-AlIZ6_d<
zbHhC*)lMyjlL;4oAFNGZ4D$mLC<6<U3GvFHbycpIjh!dN8snbdpX4@Jo2%yBahWT;
z)v>peij8Hm-aAhkaB1kDF5M?(^0>;<kx9SBEo=Ss7A6XU?ZL9bD>gh<T!g;D{xM-)
z`Yyi{H(<8NsEiHe625g1O(P4h;T5p(pT{ACW)Z_i3~MXeqsj?Hj8N%rcsqY-E1n_D
z7h}cn-kKo>f_D)3FpivAWOf~vK-?Ds+TO*j4zyf1f)IEZ7^2b7;Ab!}A;#}OfFVSf
zW8h(7VAA6fl*pl8t4ks}0g*ej{4p_<QXM~+5XA4APvG-K0(LPWCJG7PnTKQ;qi#-x
zg-ov|iCK;KYd~-iPhe59ugLj<f3lyW5yQZI{q)`UH4My$oTkUe>1vk_`L?KzDWwx(
zPrYh(cly#v@4(6t<Y{Qn>34&|OYXg~gcMWcO&C7y_6)qieysR=3Z5!3-;)`MMkI8F
z%iYfs<MsbsE3U+Ud1m-A?yKAuDxaOV--fb@R&sy%k-|!1yvbk{_faXg&NcSeNis@j
z8+a*%ub<vUjNG`9=mi7%FRT4)9L6>=v?&=kqjm)jYH{i`G<pbD;5Sltx+jS$66mc&
zWY#O|r$KC(x#o}%F|Ri$oHBRQiJ7@R54QZT>-%eyu8G~K#uu`lZ?wBKaf$N_1o334
zUSMoU@fp-eaOP8%!JrF9&;`%tkp%uJ{uUsrlL+b;lAxMtK^15Hf7?JO8<$xYJzkh*
zGz!+gtj6-!K1VnQh|~l5$P~%F10#L(4El!eWq~uYkDM`=(lJ^#TQt=-N}DW8*uWP_
z6FC1L<|xySWmAwuBo6c~lJ+cjRW=AYN3d)iDy!B(5M@G)mG=H)6oJ@=&Fe;_is0&A
zjm*2w{}D|?63xq#Ej9!3|9wW#yS3jw4~-907?!_Ee#Ir@o3M#N79&KR8EV)T67U}S
zEK88Fwxqh`V|n>NKN$Ayjcou4ik-*8o8z{(n>m#+UYsOt;UHGiG#1XzAj|RMjajO9
z?LinH4B{uW?gIe&)5kL-nbLp@2ONI22D=I7z`#D!v}HCuJu=`Aca8m|UbKdQ_euOa
ztqa)e{mFXg>WVOL0=HF^b8cw}Z`H<yMUtz-P9h!Vy~_|~JmdSQIj^KSUu85rwkmG|
zz3iu8N{*A$&~R!#yoN3`FH=)@bJTnnd~)v;>2MvEnNm38V2VT6#^U1afGDM=F(
zmP@w}kkivZ>E49fV0YT9$^3a-cI}VeXO$wPMqu5Xx5V?ksKH~d^MBmO7d7GD#r_gd
z7GNdCt<IE5*A4qD_&O95ENSWC69QL;7LH&2h6I%QF_GTTkc%SsuFJmjWpx!H<-p5v
zquxe5jsW5DCLBxk@yoW|b))NQVA+iW*AD$NUWJW^`<a<LSUuw!XDz%pn<+F`XPYv;
z1a|PRd+tL{5_c_u>qx7rImh~)Gd&?!6$;2~;-mAjWU!4*qaW;p?`twztt@EXF4bbJ
zW<XBn8l!qO4+MqJDeWG@%*P4WN?3|So6mda2Fce39d?=Uq(*`FQG$`}s?!yE6V2+o
zF;D0+)^D!qQoPm{J%4>&7d)OfS7mfOrcqyWzCCRXy%l=nv@w_B$)Z|e8qaOtv@=QQ
zdUv@MXB&@)7k_=W$?*BZs>h3<%dLn)B)l=+`DLSMeo0TqTtOcb?h-z#YhKkoaxJG3
zY#S}kDt<&c{^^J}y6tMjKyV`Wn`UNj#;5z%kooQ?mMtNQqd1OSa0r{awVp`w6^??G
zegpNl-09xCeaD+0FS{csjED%xlcsgIL?!ILUutH<Kfy13J852P#;ap8W;&!WI5FX}
zPnhh!bI9rf?LjNo?`vl^Vd>W_+G+CE<hdzAh*r0<YINhC-WPLqUDk1TTMor>&&@S4
ztaokewxv-haNgGx&zxo2K4>9VJGou9risSH4&1{=2H%I-1V6u$p&<z!9c#1QiXT5R
zOG?7Vpl0U%8pq);?s)c>XOh)xqfl^1vhwnDM{`b@nWuT9>#nA*_iwj{jT&zYXYKI*
zD9`{;somPT=GCmJ(G%AjD0uq(gqo^vWW-dZ+*m+d-g=#`YO~$Cfx}kKBRJgWV3ZPg
zvZ$GvYrk*1ZDJTIj~v(81s<>yB&jlK&ovL~bx^oIm#v#YD?WFHZFNA8)=CF%N#MV|
z!ZW6Cu$emXF5DW;jW=C7&d7B?(6qOhDU0+`8|Oasyp`tJ{LPT&UA9wXJo*Dm!^Pq%
zKyiBuw_=p_Zl&ghyVGuL2LV&|!VAP=Bwz_rr#Yw9noja|)@``5=9pZU=}-3?&yTuZ
z1e?Xe`5Imvc#Pk!@VZ%E+lz^DfmJHqdI<NNrN%T>RiVqtTru%**QeW#P}k_&i!COV
zfp3tq9=iGl*FBKC<IPlI0G<$}f$-)g8d~dc=*Le$0n)n9l|+uKk?yN*lO~0;Wt<Xm
z?~k@<20C@q8$5grw<0XDT%n#b`vct2fvG7oQ}206=QaOT6W?Fb`+MiNi$jCXds7P1
zS0{USyp7d{GZR{n5#V(63=klihMjo9-UkO5uRuJL<eTm3>iI^FQ<^E)hU?ul-SmmL
z!epzDdU~v2W8>}yW@oo;_k5*d^RZHB=dIhZ<T}!Z=A@fDb+@=h^<}(zO$2B#OFU=Z
zWt$|orHK5z&%&E>-t&8$L~brvJruXZk084un|?Y)anedAF!fo_71_?bELKOWP7n#2
z!^`9fJCmZ8bQ`~(k8kr9#4x)W2fq~^Q_G}<!oMhohrBj;UI3=DuQ_GG><UR0F+HN0
zKpwi5<f!y@Yt^zgG#tJ7+MNtIB7OZ%k{S~0m(Tko!4txJOfDC{5zu~AYDzmgZW?7t
zH9$SEd<_>ndQ=N{`&^8rShmpyN2r#`_c)s~6~8|}<GCH7a(7yh2Rmu6B^0{a-ULC>
z7dAb7fItBQ8uY{1zW0edYq!vFOMS+<KGuZ%+av3li4+!$wXrjw4d864SR`McHP6t`
zv+3lxp7*o48t<J}xVs-HySft3YNr6f|Lgms-vac7O2q})*^b*|SFi9Y6$;g&!wXh6
zhB9^xDqV8(;hK5s^AoD<asJSp_eAw+7Jv#=8}%kjm?58JG-}Q-xOX^bDlLM!&nEPM
zvkpW~Z^E~;7DJTRCA$x4eyH>AI<V%TX@0dK)iiLuS{R>au^BOF8ptnZk#FhO{l!$Q
za-AR}S9+H~SXgtLG^>PV*URQkJD;)b3NtpoW`-Kx*CD`CBQ0C#*q{^6Zcx*`ffRx3
z{n~+pVx1pSiC2-`Ni!M#i)A$7Mk%W%qiZ|S{C=m~Cf1FHnslbgK+Ifsn=H~2pD5W4
ziHC2&O^=oA4A`zL@##eGY<z+&;$rvF|D^CD{Z`1=r^GK*cHt1cw?VX&B(!Hoh%j3O
zu}-SiT_|^0gwHesbxA<sbynpPeoueO300K@39js=>`+~jnNk0ziaVwvww4{74E717
zXD0f`OftVOF3ha|xE=2Z%sUz!^3Gp+`Y__`ABjs(E)t<Fvsw5)v3C3_FnH9QilloC
ztBnKHpj1K2GY&1v)tx(~13CLweVYD%48@76EOpE#O5O@Oo$qP<rn`5<uO~xU_UCx+
zP6|?im*ZLUZmXl`%jT9JpxtWL$@J>8K=7JrWKMQ(n2jv6(4;93B74ZxqxfHbCmGzX
z6Iai>-}N-+DHYR=tvQ`+Flx6FfsG9fouKo(s}9;Dqs+8Q7jU5Jg4%IKJNnPj_nGU%
zRQ18P<@TUAVi48JF-`a7<hVE_a$-lTKOSk;jW_#frMu$X$2)avYqX%iH=Jdvl}As`
zUOZ&{M2Ys=)l3V!T@@(^BCiI|?s=)U+1^MYVM2IsZ&K-k=01Hfm8@#5S$mp$&#l|k
zI0aS(ZxmWe+Fhsn^^P~?NB3UAgrC``C~!R2hflq4BRFjH-6=bd2<HO7)=6v=j{QP=
z?<kdaVPt%}%%OaUR+M}rosDcsn;EV~i#o)xOl2!^jg3M&RorP8$m{#TI{avw>j@lN
z3$mUnG@@#H0wq$RDEaHm8Ble+_4jQ2vQ*se-rJ!OlKWHZ;3v<xnyt{@c?a}nZHN7M
zdY(5~RR^$hxD;E6&o`o~#Z2J<dblgMFVnm38nt$4pjQMl>%T~t3oI_b{`J;S;T`KG
zgcmDr&`Eb_brF3&liQcULjmtIiqyEczIDxucxfIZrfOLr0iLqnZJx675P=7*fpG6$
zWA0%<_fW4@9H;d(CW%uv0<{XBg<I?SvXgw7cyx*8oSOz6cUv5DeE;>FIxln;>Q?tF
z=ai?sd^*W(Z69hmHlTSu-Ds^!SACI=;OzZHuk=|zBM?L??#r|7zWJNIOM7M(mPY9Q
zz?}nB94o<HLc;77-Wc@mn(iShUb{r@UqjDN=ArwWjfx6(cva$sbn4w>h4UqKIpkSE
z#HqmUuH`UEvAIFnoW9+^^Y7>YY@Ur0ajE{>yMq(OIY)a-7qeHm6W8~@bK|<B{MQFo
z^E~y7!z26o>k}YWsp>b0q6zbSnO|k-`vzI5<G${9Fh;g8z`%Z1t4yt@`t5_SA(K?1
zVe9*0RXudM8eC%0__l9${1TmZ#$ZE<g=hsA4)Sx-QmtbzO`Y~ds*%7P)>&6G4vsYZ
z_LG~zPqE%@D%1HZ`>@#=ea0px+w*tV&6C!cE;YKVSGKAZW23-(ZI2hOr@IQfo#twG
zWn`hKX1R7GRG03fdNpgRi+XPN`LVgAvs}+$jaZ^9J{edfhZ{<YAWSqm8-4ATjtMUj
zwHvO~GyGoK6V4$Cm)A+?qZBS7Il3kIy_U;D%&j<y5;s-{0~>kn9N32Tw_+Nw1ONT1
z=zBtt;)U|Mga0!s8(BUyV$%GLcjY$wR(I(}Oxo#pxw|kUhqj^IO9#Xdak+@-Kyo`~
zPGoTU8!3?iIY9<1z8+`dT>XLm=Uj<3b&X=`g0ki$fm*vlA^uqKEoSi{C!L(k|3B_#
zN;o+fAIOczXkNztN=Qds+`($l!ORqn`!Q`nM!***V`P+O-ZyXcjvRHm_|qV9RwC<`
zrG;Rrj5Z4;!yamZoNtq9vHt2W{Gh)0?W8N9WS!Tj(iZHCnlf{}K8XRY6|wUdTb-fb
zr>T#Y#P{cHdIH8&r8o}1CaWC>+NmfPTg?s+^v1JV4CajDZEfLRo$WGcU;J)CiT~2N
zc<qpM_Zo~&Y!&hY0Vtc{=Ulea;?0wa^Baowdb+nxX>!LKFNSIj+?Gw&-S=Zk7?(Sc
znT8GO?B)qIO^vUP1f*?GueP>ME&7spmy5?O8V(a??eRj~L-D6}(B7bdO6<Rzg8BDK
z%!Z|{J2-y7nQvxc#f2+MdkbL&hfD+s{$z?Zr#LQ~=F&h4)>rh5Y%etP)2m559~NN2
zCA0p0CJw#ABh;|JO?H_lY#iS+NVeUmvTWfRxZNq;0*X3&plX5tw&1yZ-nd6$VBGzJ
zuV@+Mx?Tw7IL>C@g?IuhW!X(K@HJd&AOW)W)&zq<Pmeg3tL*8Za8KrdLwP|#iak(J
z%~@|QG`Xs9WMamaq;<Yj2R)X=3M1pJbB^P34f}-lJ8t(Cpql-)XU#qj$=R$y>v%)W
zxcvAG@Ajm-L?Yu}uH3n{-kT0fJBi;x({pvIa;29ZFEq(hkNdfgz8wdfP4XBmbpoDA
z;M93RsCm9H1eC0{>%FymRUZ^rViW|0%H-3TA8tlP+GEyGwOTv5`3CNShNH45<svVj
z66L-vqk=@lhl7t7TIk2eS%dI6%T6Q4nv1k<E$Z$}!Evnn%U+0$K5FTY^hJrmVh#-E
zI0-p4%YOnq)d8$>B04&je;TS9%VYoxdIP+Z+3q{10rhi&Mov)uUAuRve_6XZ*hX!&
zqd;Oi`K#J;aIw%h!bEU279WwD%c}R2!(mvqmC|JGa$1ze<pH4*&NWZyq$5?o5q&$A
zZKCORGCcEzM~fSntM$D!X%N?hXMhVhbxVHR*RZqTc4|tiGh`P!Rg}V_g7)f_WbU{r
zDNyE5q5ni3jA0P){bejDSq4VRyQeZmOPupO#@l0NXyiy1Cf<5IV=Hdic{`Z-zEK}b
zN({#B?6wEf5J97(%n+L9-}gx9w_gkLoB2Cri-uET(5p8?g+S6Yl+-PqZbUI@`~lo-
zdip_r?}~(gkN$+|1ujj#vDQ8t0Zf@|n(=8pspEI<B<Nip4~(fHPqlIN2VT~7LnE-)
zQrxQxL3>hcFHc5)sU4Nel-R)6<-#!#Qr8iIzip~;RlC^kdXi^<howy4V)P}Q^ZNL!
zczVpYt>W#C9`#qzbPpggMQgYX0PX}7qYbNT7Tv5gsK{gYR0ookle0ENc-K(lbo<kz
zKI?X`5vb|s2Dx88vM-QwN%~a@;ho#;)ms6(-ScT^wIPr&`A28mB(}ES(}Vn09$ud4
z<uMlR^&-Z(`DBUNN@r7J_3?GRlc0-UD)Za!f%YG3c6QUUwShi0_JuwQp2gv=;fTNm
z1flMDZ%Lf)`ZntA^cg|pb=mx#BA-4VIOi8-E+su#s_iywW$E;qq%CBmP;<ag5c@vb
z5mnzT2!k{`X^4jRR@{sLa}P>e#LSJ1xcu?ZF>l<RhU=;w;fKOT_C)1hF0^Fm2%#96
zBnu{g0?9NsaFbveNv`|B_nisC5vLHSgi7rA>0n3wVZ!u%cB$?~N?c(3h6x+LyW-Aw
zX&hT|0F13<_imu^Vy~RnwJJONvXkWOa&@3__>30YGGG-++@L?<P1zw*VSxtpFqIlS
z1(eI`pgx#zL6uVL1pE6UuweL*H{W5Yi@ox0r`U81dPVhO-ll~;Heg(#gTxwOD$Yr@
zbvbKms)S~yD?M%iG^w09Q+oXj?QAZsP3=8@=-30h``p&z?sOW&nT+&pVaDQ(+i7H0
z?QSMUK<@&dD_!FbI@swj<D9PM!rpp~ZlbEVBAcq#>GX&4KtJbs9p{|8yQrw>S}J1j
zK$eKf!x8MtxW%t%Ydyc6pTAbyJNJg3Yyl4_PfXNwUR}pn9mGPG=Cx%6&2pQKeS_0f
zb37%Sbf=-IRd=6t51KbQ=khQ6`fya2*ltI<<S2q&_q^;424WkXMt}6FZq?ZDGdg@p
zrV8&!v>M{8{)Bpo)wKvz0#e0;W$8FR<EX1)nYk{O_#v0hy1btWT`tBe82z#B-yOB!
z;fmrZ96Q-E@ca}kQeu*AeeW$~M;9x~NxC{*1BbxA4#%#uqhz{;G{Sp<*5zQY`&6Tq
zvUpG_ugf5!Cug<8>QH*h#RV&Hezrlrk{$U)$G0+6rvN>Ut+Us|N&3-$BD<B}e*5xC
z>bNeF4O78!fJ8#2y;^QBBt6@bA_In1YaJZa!aCDt^_lhJCb7cGKwz7<JR31!lyOC%
zSBG#c5G6d(x1X!%@E#nHMz7?7?6iMAus7p-kon=;;p>7{WGRMwUM%<1=VRqbo%K&q
zDpL;3Y8VZeO9|NbSRWf=d;|(7WNgSor5gNLgl9@u3*Kw?L&+nVWA@l+ijx+b$#eqW
zA-MX0{u0J}PbI2m)1U}$4}*DNCE3sKsU~T(F7SM-zXUZ3lyVgc@gtR#;+Ori;U`8b
zF|JMYZLXXW(}WWP0VK<)&5?mnEn9-up8MLHNtdtxd2VYeo<tx{1{Q<5u-tkJ?-$e(
zp^5BQxKID*bDOH*6}4YvVFTGYhwnblb&(O9cqZaKen!$;(36E@=pfP$x0jzCaZ!$z
zQD!dqKrrl>ouO`v9y83EKTPzlWGDun_jAk{<ATwA{L`dS?&Xne=FWJIlSLE8k&cit
zPK13Bt~I*Fd@f9@7QATz+P|2shthKxm@vdvM!~;mTL%Y}V-l<oYecdVDX&oX^oX`5
zV+XD6sDq(W79E_&ghjNz-Y-GHQ)akAuS_jcGLM}us}J|G(Vt1``!7<c+ktruAsenh
z`9T&s{RkfA?=+al*K5MPH!4;h2ov_N1@4V4LMQ5w(lGq}z8L<HQ|u3K=F&M;_?tRg
zX9I<YHrfJKVv6?YsfkPEv&GX~OKe1=%GSYx;(kx;P7DY}EH%ecK--E_r=MZ^zM2y?
z0X=B1@X1%^X7Iy>0#FnF`!nBtiSi{(&;}~YY#}VrT0W?}=@*IKSlV=@C3;FUx{Fv!
zw9EjGXli7mLmp8NOq;T}j{ub-exRYJtKHmc>^DPuvNw^o?Cv9I+9{mngWmo^F9}sX
zFz29tCox|jc~nXs;{aUF;6H15++H{nPeCGq6?84wnGIDT*$nMPk5+|J<||xlv4H~y
zOMGo`uDNFeVLF(K7S6J{l&BarVCk2UpAMe^ZP-LE(dYA@f=*_3^bnCHGkf|KcVsjt
z3>)uxV)ejP9oR>EDv{7WQ6hOzYyK~%c`$Pr;uyUDS95U0%l10kFfRt0msOM_hw(^}
z4mU7QM<erF(m%o;Ux1txJKkTt^~@A9N{~^AYup>j#IqAC(#_fA$WcsW?fQZq&FIE5
zVJ3wuT779F_%RBXVeTV`iRf$2$279Q4eSE*J$n4>PFPqbo`-+;`L8WNTA-qM_}CzE
zKN04JpU(|=vy)Kuzw&dh#!uPyMSYk0`BL&}N<+A6z>|Kqkl6)J^bdx{(YH!wEH{<#
zm}2aBjvC%v$YE6Sqs=ucubGBg2^tnRXoWr*PUbU2J7`ggX`G1c(Bf3LELT0Qi3t2}
z(^y%md(sqtmjf6f(ddMrCuq#VaZTcwqg2Tsb3UL)T8MVO5IyESs~<R%Ofzt$^~5qo
zVB|gOa>``hZah-KQKeZa6{<fH@k>q%M%DNroM1X=OR(ryG!-25E>#BTb=)|ST!eE_
zlU(1dW1^k}xI6V!z;t04?S7*GvzP#qRES!LYbrd^<C%HbFRLbJ&wqR|oJxT}B?V+F
z#;*v*5Z)5bm|AnIi~Nd}eZW$FH*D=_JWrYJbZjrkh{)sbCAw#VK0Z0IX$uCss7Uvg
z(|x5;oggn;$(KBhcZ97RNmVDg)S#*jwJ;<@0BLD|nqe4Z&{hCeLPYiX9;=6mqk@~I
zQ2s9NF$5+~DC@5i%kuDx(z2Ib;4(6ag2B8WD{Oj3uxa|9`-up15LAQ4B;U*xA8h_v
zQuf!!O@PnF%$Ep5it~p*ihYvtPJ-Nbbi8$u0W*I##K*>JjhJHCQLH!kiNL_>vY=vz
z6hm0K@RrifFmcg((k1ba`#2DWSR#!M`{<vKp&09zkpDli`B5$mCoZuZWz7Dr3kpZ?
z-q9sDJ`kNE_rfp;Tle`?uOHD8{Y@y5MPe|tCWudZ)o>)<>%f-DpC2)WWR*FFSA8{k
zwo<8NC<s+n$nZUKU((@$f9luKUw2hf)9|&T^|bbSB+><FICW3oa<mI)uYZviPN~Ke
z%?Upm{k4gsN9HcsS^VX1Vz{sAKUjGvW&V2;J=#=2AO32YJ_!fP2yaP)@}#IJ8J%v8
zB7V7iU;h=U>jf6CLGv1qKYZ!wATbrr=o{y?O0+K@3iw>0;j_Gzyh~#ql1?$5;m{vs
znJ5<s3~scZl<#e5iW7$NjP-hxSvY7J4{^hhjuq_UnE9#r?2lb1R9I+Pu;;%o{5?^R
zQAjV#7v5g~?}Goj!YesY=d+cUAP>vx+O)C77Wy0$+SU=MaOkH4j=&?FM5Xq3Rjz&P
z3M$2-M7^At#Op=rM2?WY+)48MKT-)Xtj)V<i#^3LYLiC|=Q=pNi-I_^9mLO5Ot_T7
z#rn5G+mdAXX~U6hT8!33s7&D=LzC|z?rty929R(<9uvBiN2$a=X1ZVT*OhPQKy0!D
zBkj*(cpOk^Wo%;)yKpd;X9|s{f6}JlL3*2JD-!DFxb&yQF<B-X!dz2=Atb8wdeaD&
zQmT7~e+CiMYI{T4VN>*Gu^UtGCZ^!qK<SQt;>!vzgOxFS6Nw=;G=xZBvGnlR8ZzX@
zc0*4>o&Oyh5H4*{0DrJS`rqHW{|Y7@_da8VsJ#YZdLW7J>dC6%U#?dE5%mM<M4_~i
zJb9me7w}TrU#(#c+#5Wy*WI2%Dsi4@Dk1yUcd0EdCp?cJuZQ=KGpUtLsT_5ATq>$Z
zAG?8~nA$ciR+ZJRo@jM8-WyNL8Dk+Md>uwiGp0vt6?nttO*B#c4{J4{YW-s^UHl_G
ztEoQ_hETr)cHzvXPg8*_Lj-fS5(Nm}ye^rlzBUNDpt)D%$-ZGdtPH3DMOnW-#1&#I
ztdTebbircsL>9MY(E3$sqrY5y)7c**(rZHSIWG6J2>cE^KQ2idV=U?_ln>$Bo$*r|
z-!r-1Z_Mfro(1oIumI-yn)v+w68FJMR0uNB^$^O5Mjv-?iJYQdW*zRazz9$Iwz2(^
zIKAw{Saum+4C;zd+leo&Sb<CwVa&PQ+7U($i$?24w|;mJYqpzniZ4;?=$pL576<L{
zNin~rZhaPSCRB~i#MK|h9*XTWr=zWP{LEV~T>RJJlUe2v!mU(wR@(h_-^|I&fMG!?
z4oMbsYUd-v&=`Q_W6&5^jF@jvXLWcYv<%#|D+&kU-{=va-sGuO?`;~a^~YBlj&8lO
zwSDD!eTL28vaska$+mRhT1P)?-B4Eo=y4pEBdSwd0KHiY9Czb`nEuXFy8p?$0u#M&
z;}yav50dcfZ>$Cbjhj&&6{GH#liGTxSCOOJnl78OOpS--$Bp(9$~f)_E1@`rbLSoF
z@o^0<&gnHyt^iZ1)E`JboY-cacj(`%ef3!o)4hh#v;#mEyA8Yzf9z-sdK9caKlnqK
zk53UsVdLeXEi2d3_1#6i9q)CXKzktGnj^qV@|_mj><zfDgK>gy&4$<V0f^B%CP)x_
zxK-wyM4ak-9mKYLlC9H$^p>7p9l!&^gm2?{mPgzC71dle%bfSCZ4MTA^2J@RHpRdk
zJAdje>M!x*gCvs=r^=l5cMbKrgA^28P6mfInKV@E9NOBV=dAa+ql+FF2lH9b)pa<r
z@sfA`JeX5|$#y(xbMGS4e%|#5pg8ydQcPiPLA5&oabh_1W)!pbBCi!C`!Zh;xP<xu
z>Y2<uFEl19hg=e$9Y7}nC^*pNZ349#o72L*1jq3=SY_rkSfC($hE9xm3UOm&7T$ve
zafr=awXnv|GDhv8R**LV<6Xx%ce)wbi&lWshNy9kZyqE^_4hj6C7X<!Z%tQrj4CEj
zuV?*3S5AI^r>``1*;tI;+Q#b$d}G&i+0m7T$C3vP98Z>n9Iv_7eObiHhepQ33kP5u
zT1OGwltk)G8?Mp<^u=PZ*{f$2`JwYgi2)F5Uk|2ePKy^jSz`kj45Vx$JSSgu+gf$4
zH&z<bK~U?iY8y0XJzn3jF9iX#a;={BtE={$oN~x}?F*v#puX7BuRcMXcD()yJR#7&
z*Kl61gJT(&Fu}3;plrX0DRG&6NgBua_uVbg?XK-C5`}1voYvYBB$wNYfgG}UDMrP0
zO8(Yi;fv|GtN1yBTz4PG0x-!JMrI_B$mRVFds!}@56Jjmq>5yIDoagZ7%<X>O1C<D
z@`Z5fjE>^@7<PuZt+4G}SXT~&5KoU%ZnKWqZcb&Sq!^vX1wzW!e>J6RU0>ob>325r
zUep=4O+^W>hLO>@@@`C(yF{xyWedJHNXv+nxl%}YlaF+J{vug1Ux}jD<DuYFa9OV-
zsTdoRjwupW<)l@u;5Zk5P$Yd3ozHg0q{_LSY=~29YUp{Ntu$cG0xCant-jcX-nw=f
zj50IF10Q0v>n%c)o^bD8vCQ|cER&rq%@w41b)@;A%~X?$F*{8VFHg@e23GQrrlts7
z*={RHK_++3;OWl|R3oCI%I0Eycy7z$e0bs-ce-=;Ehd!!V%Jy6<8qvj63k<~6v@j`
zu3G6gW4Eoqm=}rp?w(3f!T^{hp52-SlxW#LKG8U(IT;Eyb@ctR;={L|;JVT3OVZOL
zhDoo%e!lA!%yW0;PhZdJ-c-WNZKEgXn5`mxonLmTc`rhQsG(wjDq3nz<1OkAr5pAi
z{2|%uOH%phh$(q$xHQ*7H;q(}Zbkf^L`>0rkV4@!ZN^ZXRg{-M_U7fXztqcGnfw?O
zFe+w?K20iDj$00I;>AfI%KMJ@TWEZ-&*ny|2=#kRn@n2=$rf7PqBdjReFbeuvnAU>
zY>?D?W%NEtCX8r)xaqC}DHvaTasBzF1M#fAAu$cc4`W>AA5(t4Gx4vd>Kg&a(sa7q
zS5zp(dtWrr$Lij**2kNwFyOI^Qb|wWw9Hg+ckZ1mJ!4Qs(t9AZU%d?&Zg(n~=cJKo
zp5tsn)Hw)uCg(HJYI45$5R12@c2WS4A)Xa1+gwOrbLZvcR4=4LFI_fs_?}+R+}8SE
zpX`M~WuhY-!q46ejzz};KJ2zLk<vg|chlW?Wa0m?4?ewNWTRMj3zegz+ul1<`+K$Y
zIPZQ&+f|;WxoI{SXlw7pq(I6X4qsj?lrhHQ-(PmVu7s^HH(w$~-5&TkSDH?;0F5QJ
zdv(7Q>F<Id{sE=MDfOQSRE;Y^GUt03kdcv*I`dh~4$J3Azf7|_3%*~Y4rWT)8q@5$
z7OU0PN75Z>KIDDRwM2U?O{>X$;5SyBU(9CRo;9w}ia;<h^w_o5uTE8`vW<^3Ilx=v
zg%qIt`H$D9On282!xpObPCA@|4N46^e5h$^E6nv~uljb;Cr5HHo<H=xEIJ(L2fNv<
zx=vRx<J&C6%->u!+i5Ip^ZvvFxgIPU?2c4ygi`~*w(<q&6(HDW+1rETxb68k1=j|k
z-+Y9E2};r;#lTkpf7`7nN$|Nk8<q6rm{cWl)BbJQ8k~F6iMmosIF6tK?F7SC?|9=&
z-&zXRB42Ag;M<p9E(&_w->-LEkOZ~a7}k70oq`r;LvA`-SZ$e`r5C*K29Zv`@LEaW
zx|<475th|3VP7TKBQ0`bt~Lv9M0dCcaD!O0FJ(Rt`mMjOyc^v4GZ-|Tw7v80)AZf(
zjsL#J^{{t*TwE}l_PplJjdO;c-Yyrm^<Em2K|k^n%NKC4aC|@t493bQO1&iy>YVNA
zz~>J20g_+6oym7>URarfp`LxZtMqQ$*|eYu;fmCH*PPsOdX-OtkZVa?vW~|aN(I;9
z%8si0nG(yk`)x!Q>+C^aRP@c%lIJqY375U&=#;9tYkG0$z{%;UB*6UEiQvft=3PgE
zcFyK`&O7gJoeMPT7uQrHPa4_pW5l@qZKO{>`}LoDfnJ#AU)*pz^qw2eu>hSZ_2+Xs
zBfr%3C=%}luVmRa3fg05&-Tjat2AmQ$O`$FEhN`Pw7j8R?*?6pQfHM^7#c(jTuMK_
z^zSP~_`#D=Lk+G|laGj=1J}hXeZ`^?=+FRZa7*m5v+CH?M?-@@|FN*dh?Dp3lEAT0
zP{Yb{j6bUE$na8LLY|tjQ4M)@QP!09;gDdFm&u?^(*QIvkQ|F>KzKJy)7W^<4(2#l
z6?TDsLsQuw?*DGN7GAnvb&LSU<+R(dZ*X0yDi)}<%U5c2JLZKJ8(yUqx)-~c0pQZ!
zUj3b0;jCeY>UXG<dl!b{ou#Vl@^6p&0q7pXa{H_8;o9q^HX8kbSm;FZ{E4eO&@Y2>
zcX$*QMo-_3Cf#4X+)rVhpK!jL2ISO=`bc{o$CXe;tNfcY_dAmtjoKbXKL(IC_)~lv
z1iQqq2<{ySSL`$RlW0F=<N9u;P{T-hB{JH5G-IhJkBBKb!S%c>Yg^Dk7!nz&Uf6iX
zi_G)oJxC^Zd>xBk!?Ld&MP9KmT2P98^S3xXdv@wK%~pz}1ncuMWwWxO-K*_>j*Xwi
z>BnQgx6vNLaOe*z3n@<9?uf4CBzLX39d<;8!l@!harN^(_2(#C+<He7a#CDG(OBOY
zfRNG1b+#O>=?eA2n!D7#oU+}n_@rPryG>J@Xm#WP9KH;*)e|`i=|rxxYOJ|<?)9|M
zTo&`Wl5*#By6-Q}6B!+6x+vb{0R;(|AL40T>H{yJ0IC2kt^x=UPwM?Bm$X|B|KF`U
zXtJAVn@ycZ%zndUNTaQ7%qTlwk$R%yeEy)|E54D(6&E@_2H$+23vl#18kNC#R+r3k
zD6<+XiQhKfv4t?W+Q>YHvxuV}66|5-xL5A$1wZz#v+QX0tc!P(4z%gzeyPnB1^+_T
zp-0Y@Q{V5M@(+vVwYw$4J^@XqV^30Nuqp@zUzWb0Zuvb^Mgr0&)I<Jy!qqju2m<!z
zCS1P>E{(s?_3`#d1_Egry!Z<ZAMWS=dd9pVC^%GRAz^s_Z9-I0zD39uN-zV@$xIRD
zI@q+URVijZR<?#tRT8bZKY<HcGZjgRUaaspq*62l8`3XtR0lFrcJIo;m?Bq{rbAD?
z`ZKaUEV?LP4tyZ*9QDzQI3_t|Ui&nGD-qnCxUPqgocx+9kbw-R0+j&wc}iQ_Z>|8)
z!wqB;e;-7S519pWj_j+)TNA;jwEu%L?E|;A0D%S>+ZMYb##U{_x&}&cd2~*X+D{Pr
zAvnq83&juuTr4+HAyXK)5k4fO6qi%KKrV|`{-BwDR`{a>E(0?E<gdCCOb*$!9}1<C
zrZUef+F-&V*j6Av$U!Z2(42f(bKd|Yl<^RhtW06Nvhsr>j8=ODDW1Fiy&fvZ?k1%4
zC2lZ>qw|41U$g3<N@og*5)1gDynixk2>N{wDS-y)NAv-(xqnE<1A@VV0Kkw$o&zLX
zihIl$UoQKE!Voq8;DQ;C67{3z)r)RpdA`u)FRr0NmaV7yAgjPQsqBbOT=k3e&bK)J
zTe1bQ?j@Rj5&NuAj$3ROJzL+pSL0JsaM9392Gv2k*Pt@566EjCK3QwVn^Vr(GAQGC
zTaY0<TM@HY7?39%RQ|3^6KWGu(YaB885)drEMN3MiAnEQ1#{1@{$qC#E$s)TzlZ^6
zh?Yfc^+`Pa<x;vitQ<zngv&36m&S~GB@)}bVl!s#LY^`q=nDs6g8kZ!EEyg-_+ut5
z8jN9Y?3PHztBlQbhLqZFS-SAOns@1YqOXO8R-dTBAttl9iDR~B^-;nx1{cFO`5kH$
z4etC>ePSs-X0aNn@QHeL)escz@ya%^Ost~Ez9^)<=<QMhg_iHT?Px<AFSoRm7?Z1Z
z8Ir(7px?c&mVC)61}OSqIA1KjvKPgD!w$^Rf6d_-lbIV(;)d1SfQ)%<l^)`*0K
zqN6{2!IKh-4P+rha^=XxFZJBT1!#pidT~x2KrU0-Mb|^G=k|Ii3;aKS(kF&x{;bo5
zN$ipJRr5+DN5!`|j6WT!H?Fe$LLdE9@Qa@RLNxhlLU)rff2JQns{E=F7yECAekHez
z_d;Qym8Db+JF%yM{1bmfED!KgKz%tBq;lQ%A@36Ng-DFQs0LUK#Qm`RSxpVR(TBK)
zBlTZcJAyLF&dgsllm~8Rvr09N(CCek>c;YNC%QD&7b!%%ZWLDAT#@;1hN2pB#o5pl
zp}?9gYQqfq=wPL(?8f4$Y?3Z?%xV)zRLeX@Rgku(G>Vog(-wP6;Yh4=rjzWvWvr?o
z<s)T?tAX5?E7C7)CfBVtDX;H<7n8?KqFwbxREeaw>eUD>^1NKqgzN!TcrM~ail}7y
z>unVYp*0!mFr9cBpxYXTgZ^(_=jl`Qk38@f8v{%|1fi4Ji3dRu4^cA%9#gySdGW%g
zuTlK2T&3?mk?WL_-MoZvwaA^OBsSSoxMFD<5t^N5!Kxrjkz7iGw*er>O_BscohyZ9
zm~eI(LC`?Nyu2}vXM+$Wyr+n8nTgn$iM32~78GO6U`>dPg~~du$`OZ*{l<d?|D|MF
zhJc}YNbo!@Rgy7*C89)POM<MgNH~FL3=U6Y*+?AmBgeWIA^wHG|1aU=9@N9d!5@#e
zfkF%Y+__TLX+sG_{8|mg^`BisYp&)@#R)CyRrI*0n??<jCy;MGzmf4YO786<_2Qy`
z(jHMHYy1lh##@@I_mgTvV8{?@!Ejk>l3m)T-b_59m2p`$5B=pzgFn_PL<7MSUWznc
znJzQ9UYSQ56WGIK*Lo!Em<X1n!@{RZo@_H<-fFl8r!c*oFX2+MIwsN2)Pjv5qH)QW
zsq2|7m12a6=dVjd&-@F89%z^gGteL3Mb@nvMnw8AKo&+6<=a$7r3}!ia;hN}5`|8^
zC`Kx?&o9xw_X{?n>_6W((8<)?=B=$YnLwTuzlajj>{8xP%4>a2s};kgt_?eb((J2;
zznFr7qA!YU?J#81i=~~KS0k-JN*u1LWL}zwEn~Hq=&yI-g?MwoNJzpsON5sp`x*T9
zDuy-E=A}(rQ~<R^h;4U#+s?55R8uo@-{RKuWhRajff=DPZ5CJ46)+q1+jZNOU`t3W
zFx=soV0TkS(Z!*M>w)Tw?gJb3>f$$YJ~%=t_AGXkAy4*^`-Qy***QHV!+${66aVu6
zrt8Su_|eh@Ox9DCv4=-sUrH1xYxZoL=IP*x)t<@Tjs4n35|SGtrFtDllIb!GFX;#y
z3Ol-VaEXk&X(VGcT4GHZ)Rxf29$u+~85#~%6alGC_7a$)IzG{(Gb~4qmx+Te4~fag
z7b<_|OX%&DvdF-Q<KIoKZ5+{Ih(ipkidbTFB!5xf%vRs_b(z&qa_hT{Ly-|RgSc)6
z%jgO_1!Nr5PyCoA@6R5>?Fq1(Fz7EHU$RI@>Dj*#F`$;<l!TBlf`Ud?*ksT2WmTN`
zzEh@bd8I3fAi?VgWXsI!LF_ciPpoKpUjCws#+{As*=3D=n?u-{l9x2}yE#0>pZ`+6
zw9`r%#xgSkPM=%wEhaoD8olpoi{jn<x?sAv)=%V=ybGibJ9w}Ii`Zf2$lg&d(Li;t
zdu|Y+H)r9N>>5k?F-2D>{d9S;F8VFJI^=s(z$YFv4iO3?S;ihbF+abIpb;hl|AS6u
zUK$R9zGW2>Gz?T_2J=4b4zr7ZZk8^$$5O$=xD5V5=J-cwy;tJ?N}k~<L^Lj6kqAGm
zSQXGbL)RwsZ><xec_Y)R_XIY{SuTElloFdER=<lwut3E-;%(B6M913=U3w%bi#J{)
z+?O6D`blJTABT*z#71~mpHz)BziY$f#pA)kKSaYu=l}7WakwU^?&L@b>FIRn7E@H?
zNb^lVKB=G|7#zW1M_b0zBlH%mOAA)E34d*0<o&(tWxpSMbx@mYpDP&7SBV7aTOLhP
z!B*9%sE&kR`Uf8IHXJ!L<(`wBFnBQE{pJBl_)*3F99Z;k8G@lP4dv+h`h&jQ^;&eC
zA??}wC$ijnIdWGS2nbQReoPrZMV4=)<l*#7@REGO9HTy2cl1tuIz}dcl`rIr%R`oj
zfOk!knPAg839m*+(eu%DA_<!T7uMMC*VE}tA3-PGY%_&{V6Pv6<)~DvC4$|<e>gjh
z5s6#ngMqSE#}dOcmoU=zZBEJiBIC9gR0W=wNbB$ZaH&TYY}s@&q>m$uE=0odUng3|
zz8~LF=^!*wCO*dq)=ZNaY3J*Mzdx-15y~FC@Lwl%L&1m7<1c{L_31Shh&_xXZfvUv
zal<*)*Ow<f$BnE?#Z#7VqSO;FStkf5!5!*F4c*Ss2o+M7<Fm<<HSB&P*>{%_T9VG_
zn`WB!lxJvag@Z-x1&QwY=*kf@q9o!Mx0o{3xvw(MQ(9NV@wINg_~spEj*V$S>NNwZ
zOME*KaYuzDf|^K^C}J7Up!&%cT8uK%@Hyc{LK8dD2!X#G7DTQUE+N|M!upf8o^r)b
z8C;=ZHAH`N@MD497D(~@N&de;dYC73vy}7?{PC)hgcuso+<@p+MsaH}ZloWVQigi0
zh};&V%N{P7iEf1*<9ihPWCra}@(5cAW5RSRu?=KXA#r?7L2R=ww$PiVBMdYnWAv=|
z{Q83;@7_jAP$d)|k)eWm7ikR@BIz^KC!n#TIH9lGCLL&USkc8lNY)%L!%astX1LJ9
zR!Nl#wYI(psFEP3(q4!vfr^8|y*S954;Jztf&aZ+1M|@9^p8e@TFN*Y`>%Id0;J%J
zE=f-bTQoiiERD)EOL)0TpU<Nk4J18=D{(mG7<m57ZZ<dZFLi>nsJyh1mEtUT(=|i8
zHu}54JpqIGLCb<5O`)nvfuLge0$aEyHeAvY&AeQ=&FVqo-sZ?YK)dHe-!Q4?-w+wK
zri`4!<>Yq5pbZj?%znXRK_;N;7^**dBJ*+<?d$r%%oL=VFJF0w<cHb<6|%LgN1-(e
zWxH8?YdA6>gnIikH(xw74g9Abp93Q0zjE9GfflIqHM>{H>KEIPN!mfIEuyt2)Xb@=
z7`zJ#wnAL2H#3DfZCu`nlFZpo%tpM^^L&O7xV4i`{d#Rr#5a6NSa%J9KmFcQ(Cz)~
z@Mb3~r`4|c0*d&>@<l#fxtnIsTIX!X!KpxjraX^BM`Dy=0$k5R$S=vSm9#kUi<U~7
zbO3|D`+4YGR2Kv-8<%W|yEs<j6Y}%WXtr${1Bs+$5u@0^m={{I(j0*A)Cnu0|4m%?
zdIF%kJq+cLV%2@rd}f8Fg^xJ3#Zjkb7}&Hg7Dw9E8iOPq{#udN*BT>OB#oNdQvUn<
zc(n$h664aEN`ItrnP?aV4XmiDi6utC&>GUCIl9i6h%mI$5kaKq=5G2U=_01)#^GKu
zgD+&}#`AQ9G+C7)Cu+u8F=G<Zwah0>`ID?v`*GWsn8c=9et5wU5JD~_X^3=zRW6MU
zGb+0ZBBG<Kp)GHO9Z$q^GAjJg5Cca)f(84~H7N4Xk4sd&;C1!ilCM`+2GyuurkI)*
zwLUdiFxbr@GMTWbI+-;`=I3f6nS3<ddmCE10>u4lDRg7T8vl^`3ZglEkV~h-D{`%v
z$hpW(56Nuhv~uls@LOwGAL1sXyK$NCme}EeWLno%{Pg*v2t7&kOP@>4+3B0F%)`&)
zeTTxSewpWua}|q6whSBz(<pPRvwMj&<Ks$>1F4nN%VCH0SnoK>Oq!e1U~d{xG4I!;
zY;C?pGJ&%+_F*6sG7h`d7ga%p0yS2Xu>{9s%zTyl6rgF<VxEBH2MQN3^CgVm5S-;0
z9Oz>R%y>!j9^0#jBJ5(uV&!0ft>%(k4H&@u%ZQ>SJ{K^kRX2jk`kIc`f(^oymLml<
zQY6z&Bn@8fy5T<KzA>*@OXD&CC=qmUCj|LrN8$p(PC<=V06Q3$HfhG3!?$R%#ZQm@
z@rU0B85?W48;oLEzg<E~{gIy!HKyC_yPF3l;8bfaM!V<xX6QLp`)Ra{V8m_$>+p`W
znv)2Yr~{H+kmzM?cpR2v$8?VR*byyicIl_L+FFLK8xI2o8qQ~zySp#YEZPGUf#&&R
z$)TzQL!guK9|deW>mThav~-&CNc)$9j}PT<h>vfGSrY_16IH_VhsI~HuCr$nJcR_0
z9~KqIe&eBOPmIfL{^j`WP1XMO^7$0dHjIqJY96y*o$Ok%b%{0ad^YLG_Zr`Q2A21-
zOF7?vAm*@}yV3oJ4=_Bm6fm3>^oFUduFhtVLY~mI%=B@D4452o12isVf|;z0&J&zM
z$y$T4Ah4Vry7J+musE<xGvQEiNT`88c?mEd8UufcDdDL_-2^e*fFtLx=;-GLjj_IW
zU5>Xe$e(nX8NAl8pLMU<iyo)L(_QONbngq^NBp*M2ECgb$#!0?7#}g^IOcU%(42SJ
zs}|ODxEst{1G-^vE^1yx)2X}uhE3bAS^oA$kR{o2%^m0pPO{$%#Yz}>y7c%V@2H0l
zIp+wP&&#YR#Ve?Q<~D%d&kuuN@Ecp)RXCWoFYU+2O!ojKbTm47#0j(4@}OxM0Akc2
z?u$Q&Z}AA-E;0aNs#wQ65n8{zGI&4F(7ruDp6YnaqfvF>Khyq#&@H>6!4eokvl5$@
zS^19^W{>Vz{qX%1t0mLi$T3}?C;qShtcV&ysDs|`rTyU0txzQ(^#wB?Xv?ILmlytO
zJ06)3Cum^9Ji}pKJ_6_Iv_l$5pYY7e(}?6nRUVr1p$D%~Qr{S`Nw(@3w{3*tE!qeo
z_|j5J@#v-@<W&E7f}aNu+mbs5ha;TctEZ@$9&3h7jTG6*L`#k`=jZZ?9JV86=p{Jr
ze9r)4vytK)ZM&Zm*n`4pQ%IrTaM?v6e`>2*YxkBSwc45&oVpx5TbTdb^(3iwkK64W
znD)Bdws2w7@BIjl`%n9{ZI*l}$_V(nQty3E1ta8A^P#!x>&jBd{37q$#B7c7B%dEU
zQ<eF1$T&mv=RH4Ol|x4U{3&zl69VHh=SVVBfmX>&b1;~-{E!edS9%n%9b5tA@D*eJ
z@=OL84f>BjM*b*}P1V>s_xp7xsZVED2nW+aJ}HjBZV=HaQ^0=Iz1Ub}e`;G!q&QbL
zw!~Ywia>zL<L$Bh1fP=0-9g>GfeOmEePuhQ>gl8|p%UAPs^1^(Yv^AAU4)y#8u?z<
z`gBI0HM^?2>n<s1x?Ox}k@-&9vF!<)v-^j%op)==HjZUm-DH+oqS>-5jib7)tJaMn
z#Uhn&&U_{4zKWA%=x690r51}XbzxZbG50_tpUMb4^Afx>jx+R>o~Jerp_rV|=kiOx
z>4LVQgmq)Z!?sH);~S8;h-oQ9tn(w&!qeKqwQ+ukaBch86FZP=IF`b<z2e2pt`p}!
z^DQY*KBU!KiUt~!=f5o5%%7jn8eC*&;g>B}sRYse35<eAK@+~wCS7R!Vj)PSbq{Zv
zKLWB|nE1Z3a=qK1-*c5SH<Fk7f&j$?kQyl#>)|9tPL46%?c#oJ?l=nWg!9zC+aF*Y
zEND;0@KI{&1f-_u+k^A%F$<g$lll3(0l}wNipKUPP)-|7iqF0&BJt3U$Hq*MiKp2+
zK<*>du-pe)s)c}-f_P5)jnQ1Z=@h~C$%&r~&E{I-yDZ?XxqAM$L+F~IcBwN-I$*y^
z5Bh8U>8p3nfzj7#=bOD@w`)x+Owv?fCfDys_I}{hnp56v?vpU&_UiPLzbTbXX#QJ4
zY@p{<MqR%w$9RAFw_TNOc~J;*t7)Ne%gqPs5;j`mESkJrZs9W2UmSF4yO^Q_mV+pE
z$a=4YNc2VdTz-*!gyDQ&3e!vZ5`)E-zspoC*i>h#|4TrLXrOA%%~y-gVpA-%q9n){
zweU-iSL<A_5v&{)b-Lc+BZRxO9B*HepB|Jp2g#7U*R!&;94O&}C4H{tTPtakzf97s
z-$=Vmy}k~}saKn?h5@Yyh2zV~Zl!B&ULJ%My96@g{$aI5&xGgV%Vx}=fTx<ZbLig=
z@#(BzZv=S=nN&{sO>Ap;?$Z4L@hZR9Y?Jrrc!^#vFYpr^gDnovJKhBD84A*AwTFGi
z1;Sa@DiF=<&$3WhnVAV4TX`C9F70*Cn#S<&=N{tNt?mA_zc>U2RS4;Gz<{U}DC^&A
zl+_7#4XsdBE?-<0r13Fq6eU@8XSk=v-w=QiQKPnd<>J&JSg-VMT$=qN6R*Et7l{vw
z(6PVoxObEj2l!W6aj5%KMIbcym<7Y}z0=y~R!QKOX1jwKu#Q&DH_PqJuk3^W_Ibbl
z9GlsA{EZ-TFGlt1n6QmtocZPCGT&>73FmVe5@xsb$EJb917N}u&`Q1&v7M`WYr3u)
z6_{v9Vsrf(SdC8PhtM~i%n4#i$1~Y4wg;-l$CczNS|ptA)L9SIF5jL<M?~n-)f_me
zhuYKET<o!1W0}q<O^-yV*E_Z38LYcr*J<ujT4{@i@_oNjbDPXIL%&?Fp1(Z3hTi3+
zlUfg+GiU$w>2!2HOI#fIF-i25;`&stLbZ6PeGJ~r^y3JI4|#Hr$4XAHNH3mS;K!@Z
zPThDRfme1mESKWNLKAdKB%h$vt<7PguZZZyib;dW4RCzp6e_#&b)obKo^b;8!=+^0
zkc?*KOl47Mt}=;DRcdRMki&0SP0%i8Ji7&bf7NNjzVzLee3YPu>uR)mcO%!$U*YET
zR2xi`lec4cYYTNe;M18n1O8*yJhT*<!;p5G=eTRqUfQ`P5PYu&^?pae&EL!=k<EPy
zc)!<w)R=WByL11y(Og#ZIoa`g=jf*I*AlT@dlBKt-K$=&1v4cQx%R5D?jAqHvO_s!
z4|En#B-<2KbOIyBv4C)MOy4W#hqT4?AP8}MP$l&~K2vQ(U7}>?#JyoBBk(VaYeP4)
z88^iYjip3&cpm%f#zp08K$UDAH3|Q`t~4&J^#TUZvWX`L^YseeL97{ni;lJ4<ZqTA
z0q9i5x}8L_L9!rbTz(-lvTxs92tWJ42U=DmXROx<gmdg3Ono|aPNY424>woATqhEX
zTF=Z@e*v9U(MT7KOwzCNBmHs_l~-tb=yhhb<xzX6;MYIn=zl??{=JI%Nq9<`mx`R9
zj9~5&Vs+6j|2>=|nqA110lKT-wRIVUng7pAa}yCbAQ=fRB^t_{Z9+yHn;(%Sb}RBd
z2d~1x{kPGlw(g_I0NDo8ISIc;snQ}zt5%hIJj&eGq>Y&MmsGDSmC#<8^orB^h6qKT
zj;xWrlDkv&m2oG1fkY1;YY9Ax{Vj%=MpS6(DF)tfYTZWD{tAjFuG*rjVWs1@@0H>n
zG1A(?9sr%^eO!lAM}Moa;LntRQNw=9N0GrGYaDGEDcn?HN><1O>ma4zN6DR3JhK%0
zzxsOXs3@cM``ea=p;PJ3p<8k2lI~{c5D*YVP`YdA?igU`E(Pf>Nl`kbRZ`v?(C5+T
z_g(M5vzBt7xz9Os&feGlT=@E$U7aQ4%86=*_-PqecQNu0ACFGiEbjk(@ibhv?#&qf
zeXqV6@DuNMR$QLoWj_4gC$z7ZF5~7^nJ;r<n%%UbWD<hHbrEYhwpmCx?#?TP0hQrp
z3+mibqsBS{h8!k#VKzMpt{V6~U!DqjXKGV)KhQ;5D{`!04kGjT<rbnwS>4zYSy0ZR
zyhjwEm^@M|M|B%dK^4J>IF#Ca;O40@spi+a_=}Q)tD0Set1*(Ke7Mw~Ctyi_YRcs>
zlXbKBOD~V9>{;!vF>8EG9EY>A08M`gv3}tNt5Q{==X-l6x9`(J8k?W?$qH(xDh}K1
zbSRebv&U_o*elT6rhK*0zfydLm4Ns7`0s1c)r)=nTMfDv`Pc)Imgt^^clioPXvMSr
z+C|DunT}8mek40_^g$~##Coo?mYqpyL429pZdoTmS0yPUX*>a}WE$uDe!}*rVhGIU
zql|9XNViVMqf8tE&K#$_C6tYf21VKeb3qI03@gQRF$?lAsi>Sjym4J#dgq)uYgH5m
z=%SViuT8WGNyrqn-XKg0*_UQPP<uYi_UkD0<kf!8LdmFI5Z2FVEI+de7UdYbbL_#x
z4i#3Sb?ig%Pm@Al-eYfK*iN)upUtPh;Bd>YWY4aCeUTpwg7<xX>*+TYz}JTx@(<+b
zD(9x%#wP-OlfHfiNs(x#@`4uXe8Lk+vIsMcmuor+Otb#69s!8hZ}w4%oViTcI%W}(
z;_8d{9^Cc=B}-7L_K~idqAL@sEyDZGTIya<t}qN)Fyf@h95UAAlB3dfN`@+x(FK&#
zW>z&sbOn$?KjJIK8c0jWGtH{`=YCF5RVYkl4_33T$dDa=&x5xQ3Advyj0`gGaNeJS
zm1?b9gP}He1@#f=(nvEojkI`~c@W>*CinyXah*~(^Yp_O&VR;s?fDTx{;iZpe!w=~
zr6>_kJVO3!WZDN$>?>2Q&-Ud?^Avumi}RMK^%?1Vmt$j2wu;vsNuRvp_~zzhgT=J)
zr|F5682ow#gAnq(p=TD5Ot^(SOi2snEua|mzFCQdo^gdxD!cavTePql6SuyCtm)zc
zO2*=kAVX+pxWc1iA@{geE{}OL4NX(6bt!0SXTHn&$0kQYr(7s`<>z4E9tmzU{~`&u
za40{8+v46zof-(m!+0(7^%Gj4h?#Lkdax&lJzlzL`Xb9M!D6LQ=6<<HNYIthiH-IN
zY3bqL4&v2x{o7^6Mr)E-lH>$gVFw7<oe8eb%_pFzb`LRp!%0>(5ZU*8OUr4hHTlWQ
zxo^DeGUD4n?cR1v1xXu9v}Jk@t_*x8$H-C>@IaL%RPJ_$mPVQC8M7k^KN9V6d^n9l
zf~njVe|acIwHuT5JT7#cl7W7<O9BFX5g78ot*0bGj@bEhkCM;Ge`tkCrLC7kYI8|E
z8@{3=l&|zHz5~6RaRkjq%U_Met6>@GUW)|QmPA?Y%J(GKh1vumQIMU7KJv{H)TH{K
zMfzTg*7NsvOhhU9N<})+zd@W?e#^rrw8!%VT%nQ0YS^0+hwkhlYgw;N7hhh-Bx0(Q
zf)I{rZ9H0bmWc|VE&kPWkz(4Yg|gO5o69jb9~79XoErHQmtD)WN2ZSbX|OsMBc3|s
zrCcSAM}>Tg8SADgjSX>F7oukvvD(lhPb(eHwP@^OkR`<vX>dtcv7Hnk`6|aJyFf*s
z&qUk4^1bhDSq~2VL$tp8wnm<v*l+qso@XDc2$q)9$hHw1Nhi`a*PMR*(eX0`5jhiN
z&0_DgBpv?3AUOc2dH{B&-?;|EE4dc%mw{9IZ{6mv4NBghp1tT-zl*&8d5W?y-aWC2
zJVuu0&~^V9mc$ng`yZQhLuWqX97d0c+i<Mo2}`=j@t;3I`VlIi?B+Qo{UfMvD5q1A
zFh>gsF*Q*;qEFmBz~!QzX7o^=rr(*_KTR?+)_=&$+O<q#qF~BcxwmIwApnz`a@wNf
z)})iRM`Z`Lpm`487<=g5c+}5itx@(y7#^k+w^syu2%GL6(r&4~N>iPHyM(4;eN3{W
zXQ24BVKZS(rs$CpYIKEDdx>>pO=45GY0-WGjFf+-tsEtgqEPT>6NC*Id-`_hIIZ`b
zzv5Dtqk%SsHrz^cJ{hgjm`*1s{G4&l5U*b;cGBjHjBnnr;)ncBB0nSV0DF|MP{uIN
zTHuUH1w%Ah&6RZw%jfA#O}W*|Nsw_lt)RNEJsWd>v*wWP0SIi(YDq~0Glp+s7Wu{-
z2ktXcSrp36tAeUH1z<cdQ)w01<D55}FQdQvc2FTJN~*sbcSx|OuRISvQLzHQrM)HE
z9oeVmtDmvzVvF1MjHB%Ckm1w(>^*G?e!FYm#QQ0PQ1oiJe@gbRKlob^HN*mSM%Ynu
z37SohlRi~2s~Fw)HHa$B>&H_!NB4BC$t_NvIrA_1HYp7m&*|+k^;8(c@51ZxOyptq
zMj7m6EBUOyLX00v%$l+ks6IsmgOAW=b}dP`&cPWiR(0t6`~yDhF|a21PT|a$mHS1^
zhGL1v#~!k5iV!zfHNBYYR78^J7Eo5tmL4kHfS|4EqByi$hbEt+)a3fA24xT2l_Bdv
zaJ`9<aNWKXD`e`}YodEcc!K<%;tPRD)T7r{mS_{l^iZ%;WB(9s;|H<p;21U<<-am8
zcIX%2Dk&iR&$!DZ2t|n;Nm<{IP011u+(M6+f#Hr%al4)PJ!0FUpJ6Ywj*bgO_pAjr
z<k+B6vd!FZRlIC7KgLns4XNDG9*Yf2<t!^lZDP?+njRgLr7_|})pWUHcNv<wD&c4q
zs?>b3bcsb0?K)s$#fp6}$N`;1@guwv8#-Z?BEC|Mkq*_Mw&I~odE~|$>O<i@T*ba8
ziGS%8)EH*J7?{?#-2#s-$3Y@6hIuQ+N9tOz>HT;my;!wYFHg*5!eiLmaBvxtJnkeG
zq3qzi!eUA4_`uf6Fm@V1t2~i>7s&4Ux7~Tq2l(L6uH~p(>FCEK2pQBcIyi3{0G
zd%3x&F0d-D6gTu~a*CjbF@|#b$?_UAsINYZxw&NAA&}DMF++yoDH1~lR>06Whw?+}
z%ClfbH&Jfu$xhuCvFRwa$;-;yKkr(*0LNS%_|E%MZ#IR%(nosaoMUjQ(z++im6Zfl
zlue~HLv?f#g+*{Q@NM3dzGI<mOTf1Q{V-hS*VSLXPm3zB@h}ggub3}4>8Q0>h5-*u
zOyh!UrI>?JFuj(|wN#)XGryWN8<(oApHE9;Q=@*OBY;awPWkd&V!FII9|^PacI|s+
zXTQD3dX^+*Wt|^`RX$pWepf$Of5L<b_aMHhkN!Dl?GcClK6r)cLAs$?tIQQ*G0-US
zIBBNb-5C0|xu83R7g2T&y4=073WzR0eTASIyUG{Zl(3)CosE4*AV|S4QttRt2^Z@Y
z<^`t{V&TrfsV)Y2D+430j(foaEziS(w?>zlVof_vI96e-foJi2k4Mj$tNi6x1zhS4
zlIr9@tSOe=8)y?~A}*^RoBX;fii*^Q1)}5{-!V?dft7JXE7phy_(_zNxsw)_;-nQ<
zn!om#-xs7Hit-d9x<{0@l^|@dH)cUm(es4$p^<OSii9Q;##P4Q?Y+C@a_85Vi9bQU
z|L1f<3&hFHBNCYD#C+_!m><EoEx2s*j#`zai0H#ZXjs`OFYbnU<`DNi{Z7rVJh+LP
z8Sm#iQq~$%U^xz_O_1nIx%FvVRJv^>#w|r=KViv{O@2s?RhNIFg6s|j7kY?El+l#&
z9Dc?FNwTSmK-DmCV!^o618V=24PPSIx)r!Isk-ohmFGu$K|F?+lJ8S!BB2tojx1Hb
zUS;B0Bet`N7ccDKD3W+2w2t78hLVZdN;~!Kdv=AZAJ!Q=Gm}1c92oVztRXg0D;ICB
zQw}77{#bx3MX_G31aB!Z$kg=4Hi+%&$jy3l_xSHQTV5BG*=a5-UfI?I4(T0wx?r0-
z<;aSx$Zb#@-Fs9b?^!>Jv@dQl2}8D@a5hQoi!U_E(WDIz&8twD4s`!4RNkL5Veve4
zQoA6fj`i8PwXY{6pWcY@9<9W|<X~h+cl<FeG?Mix;sw+REt>R@yz1RniE&vg7;c$m
zgx%Mz#Ar7<+}@6N0=t{}*z%~c>X*vWhq$*u6`{}xv$IFxBjeY5=*&U2bZphQeYkBz
zBmelRhLQdZe-`!4z^DQH_)n=#57u;dRj7e73Dn->A%o=dV~?D!1YdsNo(Kgofr1f+
z!fw^(76!YxED>4>XEIM_L{VUN=noCz#mHDI?FC9!#hEvSI?L4<T%)>ieHyqUrqbN6
zmN+KTbu~GH#lqCh#dGM>pC|Te2TNt=C_yi4`QELrMT}7P-GRAgG)c24uO8UN@X4GS
zFzA_KzYIDulof-l^UH(JIJ$(ikCCHl>sKGCmU^3v$o#2Uxc*7L2YdTJ)k4S*Kt|`k
zZ-tH^qZR?u?AEL`O}=jN$fu5}$vpzF9JJ94@$qU)1#tf<MM#-xjWW|pFlVQDM0oug
z$b&76usU9uVGU<8ncu3*hSZ>4Ir6-gX966$rn|;$)$LsDv-@7i(D`BCL$p?=l?CgA
zJb1kFeC4)&B(Z4aW+@i2k~|*#xfU9Km@bS=7MYhQ?p2F+P?ujGv80MK#PVoVIuPl?
zEUX|Q=to%nr;cw_)s1N$#rt$MLhnFnc*TJyo>xkT0O#)`$9rq8e_z_wY#e}SV)^;;
zcNOXe@aBDp2`TS9s!4hl6e%88sM^04faky+WR5rTF2+(b0U@me&YWIoK&yXtTLifr
zF+&u~5gXjUmv~9eC5uK$y^CJg-({95a#XHqN)hMF+7>QuD*Gu;NoOSI2e)(sSFPeg
zhda6_Zw<{e8GWq*6$N*J3f&fPbt!E~@p_U>kWN=Jx{S`{^mZ~0KiS)@#EwuNMH}^^
zy4%hNiF=3M!)*yJ*EMz0v>}1)E`R^XEMrqI2)7O1uvva*h6#&-v&96&BBoRNA$RuC
zc$7P5O@~+t10&wWOZlv7BxI3X*Z8S6)2y^v>fi!%Iho8hbLk1v=634vtibj9$Ma6%
zb;r+VI*7Q-{q|;;?&jSB3hzeF`^EN%7S4TXqkqh<{@_?Su=Vn)sH<3j<{rF^ZA_ky
zvz<;Wxn#!Ml<!4Brtka6^qN&In@IeSq0}2@Yp5e+_GH~<!I}2$TcLp^y4|_24d#Aj
zB&z9BNjg+b+G;NM{(FbJhB)x)du%i(+a->;_es-{?!l}T?DM7c^xBua+?)pI?yISB
z1Lft-uU)SYICQD6zJ7coY4Ovb(rk$#e|}uuHa9nsSHD@$&fp65Q~8VEem+aBh!+5l
z9etZM`MCEk;4#laU_0F_{p2Xht8{@BYihgoQL3wG^S2*e8YMHs70?MddXc*AtBsYP
z3PKBSW!XgPb!r{em&X(}{B5D9p{<`?FJ<NB4LoOc^_s6(B|4RBL$9`h@QTpupPwIC
zpc-FU$5`Rn;d5)<?Oki0t%r!q<dg9^7nduVntk0y6gkq5DU+|YgZwr}Y0uo%UG#vo
z*jz2auNAK^?q;8wetx;!UI;)G&}+!K09iNhKn%f`Z7jTAMbK=V7tP|RW9H|!GrQ?j
zzY}W=e-djw!4V?b0&hC4LkLRijz?ebG_OSi(q4DPwIA|<+A(a{fz(`5M6AnJaiGd!
z?31A9g(}uPy0jPX)ihGnl`GziPTP+b0E)1{LEsxi!|E>px|%Pa?A#HdV5`Rt<jV*-
zrfg%6hb^C#r~^*Iy8!)bq|f3Xq)#A#^Z`WXE2PixUq~PPp((-(@iNoUJF<uL22`<|
z<at(odt3>ln~`qQJ?AM&o{2()&isac_C{xf+*LCyO==V(s<HZMSX>Xp^jGc`ukoBR
z<!Z}go26;1=<1S;Fh7Ist9^qrVX!p8)hC&^te#S5WIBau(;M<f?HId7PmuI#n$Ne1
zRYYaz1llA9nEN&AZ+}3yuS`UgTpmgBEhb46HqobXG25y-p16ZWUnsK=;D+lX+<?M(
z65dZ3WTU%qCIx_YsY57ew*EWA!v$cJBp(Yq%+-C?`4t;-6?)65p(M+HL+QS^ps~4?
z+!;pZ{^4hM+#AB1jGXhltCuh^|NKznBZxSCoypk7?_N<kF2XN^WSpFSRJUFv2ezE0
zW-l`*EDb;F^n%Wnkt6AQt~AGm0drhU%{s^en6W(Q1Bs21SLrup9l_AQLUQlU*{<_3
z<z-FqJOtw1Rnld2&~B*{gDOi=L~Eo13IxPj9>4si-2xCe!%DcgxJvXZqXH$uNXG~5
z>YtQZiHDsN+>}Dy3(}>kG9Ak+fh_Y4etk+DB!k-S|D7%?EV-t}=HzG$4^lO2*VvyZ
zczOBDekXbeZf(W$b9>r(JAr~Ot?UxW3uqI3X>dOK*%K=qYhOuplUWl;JVL*gpI)th
zD)9!WcAC{zKI(`>6CnE;m+Hi<-xM9VI%MEJG4Zq7rnqqWXjLcqin^5@G4r$caq3Kk
z7tdC$9fCzhR#tm=E(y)@zzKhTTNieyVnKBLvr3tk3FZ;U{*0={hiz2I>@G#YLh4sN
z=mSfKl*id`h@-^upNB1r3Fp#sql4UNv%ya7pcppnCFH2SSsRF-!KF)Xza$Sy$boqH
z?C`w(ol1})uFr?E?$<o{rk)zVK&|}GaprqD7(Rkm#}M^2TGdVdX6dag@jV5xTp?@v
zcjl>Hc27=qyg3oFbn@L5s8f`d&I7PKOX7VGF?Yt)UH0#zwvcCC!AZd~P9O?U7$L`T
zN+o78pM$BJ)&`IfS#4?lTHbZ}10a<R80>YlW9sQC>Cd<u+IwY`OAd!iJ{82oyVfiN
z{SFRB0WJR-1XJk9(W&y6&+4p~!SQ^n2u&6h#+Q7kiTnU9r2qhGeSEwW5ia0poIWqy
z;KGs)0MRg61@>EBdrdXE{)EGmM9&wd#lGWQy%g$rauOhSCUVib9Ss8zr=n*z6Qy2<
z8vF#F0KV>9>oF=wK8X*UzuCWkoGp6t&7QRZpz(o;e&x2U3kT?)WRC@{2PN7A(Idw6
zmg*Y<k1iVN)LGl^V@Zgj2=`CHFO6HV8edA`@acx?UjTd9bLerJ@NQ!(z%x{#UAow-
zP|=QOWY`BntqhZPj--y=^Cn#w-!Hz#s@v->-@T5h8e*48B+vn@QLCXey~{7DoCIDC
z2d5<YePn|dpFpp-jlQ=Sq5>PBPTAKGAgEh4PgvEs{jHX4<|;983yV$iarN#|0OA}#
z9RZG}AZ)+EnMw5PTjAF~cN8F0l4z$tYQrt2D*;gH)wZu;Z_x;*%mOye(eO!5ZL~%b
zlG)0mnHyTvB)u#r@foFMAfCRog@RB~6pUj(Goe|w{%f#w*>bsQkTvA4T7<^pi)Y!P
zReZg0x=C70>X3C?NTx(Wy6!!OJb94I_b>%BY&WR9q&-ah6MfDygA?jPJZ)6aGa`v1
zPNyL%<od)SgD4x2GnwV(7tr}AGloHM`pL6?a{=W<Cr#>AJVxV?rUCdZO{;M-4%WLG
z4oNN*6rYJgd|mkbUKf9>kS#4L6)IU70vKDnoo<{mGEF21(W38SUr*7i4MZ>0DNnch
zw;rOccOX3bj<s4m&_Umew<W@LMsl;VnqC4yriSm;7iT{gBi6~h?B)T0@agw0inD9Z
z1hyQ{`f<8grOUTGgU|capf|gXU7>`CsSj6>-2Y_mxck#vLjyav*^2>_GCB}2H7y0j
z9ea~J-(0zgx7ID}8ZU+bh$OICx(sRs^j<!4I-;gb`qga>d|1^1q$@uI=4U<P^)l#e
zwdOC!@~1wK9`b0ixDWcqYngMi^+~b5+jTuwG>Ta7$zL5j>&gN+&A@p3CisemYlnm@
zye@kIlWPvxQD!&mM?RdN$nG|5NmB}}ZMSPv^U#sDwyxFp6<OJ}d{?Sh1~}s{0cJ3!
zw_)3SV+1k3W=-Jrfh4K`4nO()c?fF+lU2xbJ<@aL4KRmVH~cG^dSwC3l-Cbluak4s
zU5|2)Zvaqkx3zWI)m8N3BIK9(QeH`W0Ot9QYq%u?_|^0DJ~lzWz^n632x}UT`A%CH
zNi7dIRHJmB58&pdouwLF(K2OZzyR-<&o<<``T@It(57Kv@6Bc0?4w!rFLk>j?L&NT
zWCUODa2g#y-l<<svVL5Q(DwqK9C|5ylH<eHylfgbxd8;Pa7I3lnXzcro%aH?0&yT(
zsqghI5h(nTpVjrJ465Lh$SfS5f%>7+54~nM3ZBl0u{A=eGAqB^*C`Ew>f3IKaz165
zeMc;}!E5UqBQZfQDhjqNR-GW`)&|Fyx<gkqNJp7DE`6%k>+4Q4{bJq~j7hlnHbP}c
zibjs{D94IHlPOcvDOgk9=N<hOO3!#vOeXrO2h1c@To_i`KjK(^N<7k2fmjUAM)TD$
zwh=TZ^iRR2J77<~_QB>h*KHn-Qbn}<S_qJBe93UOQEe^|KGwpq3$Pt852h6LJ--{U
zHSG-oKy`#pZEi)ymcGIC#WD<Y9-yAtMvW<^f}IcQ*3vG!t}|@&b^pn*{kAO0<KKvd
zaJv4`^RTco;~wMVY<2h$g{bqO#9ghNmUFG~lg^@&^UeK0JI}e%JR3wOmi^RaEe%N?
z6Uq<jG_GfzUD<V(5>xcuKWchr_Jtm2;ne@L_T_Zt%loq*X4`6?W3Ge<4nU@=5(ya8
z=9R4X8p|)uKSH{<sDGU&?wuxoBVf3*`}knuJxBj=Qa_3k(#2_*nPJ~aVEh8xJ>zR^
z`)?dmyy04{rmV<~mX;Ly%=4J-)a1mst;NSh#<!(&%|Q9Jf=|OUjhbhL8eO$qr7BFZ
z(|qz4LRE6IIgZo)oZE&l(*%mc-r)NpAu;vude#*X;tspKm8p+(h7ZI+1EbV1ia>FQ
z3*NG}x2`%@mQIjrc!wEi#9|rW(ru{fk&TZV6q3d<)@<<BE<wZVu$Fn*&ApltPfcbu
zWOqnN(Ifj)u}~B^t?CtSY=K+rii{~G0Kp)iESZ*R&97$!x!ZMHv+Vl0a6VZ3QC6l<
zwMlX%4oKhBoLt>l{zd4J>x61(sQkXx&_2V}478G?B&86=Srn+;xP{{<AZA66=dPb&
zQN_dSh&uT+tn|=KRf{0jDU(5(hA_UI=%qX{7o}89hr|Pd1)ogq5+N?j3p<y%g-Ji?
z<Jcal+*VAL_YY{F7L#o^Bq%b#(oTVk3_>*w#UV8t?j{_dLrYZK%~dI+#f4le6gD@x
ztWW*WM?&3-baPv|Gn+jkx^BwQGp{_~QaKIJj^S~qRzN<=&m`O>#-SAva2R#;Lg5>8
zO64p7hSreQ6mwtdmkn%L2&I3jPcvV_2Pm4om4kGR1M!w_d+nP__O~*|x<}0NyLdJ!
zl%I+WM8HGjiq+yFKq4UWkQYYT%a~cx^tNAJyHqm>W3wW1cNlu>ONCLccA?*^P&xuG
zn&oUHcOgry9zX9itx*eh%NV;{fv&+HXSs#GJ&;_9D*msF4SB^Cxg%@NJRyo7v=Zf%
zI+RMiN#-L)C(*WtyU!8O%~&QpnKtDJ^8i+-*blq>ZJ@~nrFx&hj5RJ}BQ}O`Jv<NW
zD9K>rF`9k$sGrqVkbbVs9N1g;T&wCZA*WIe%F$wYt)l-crXEeIaq1CnGm4sn?g5ge
zz2T<H_h!P9A{juX=Uc98@_`ilmEZHvHy{F-Sbzy@U8Bi~XtzF3iD|7M#$<VxJ*v(a
ziCVIGT4R%osK=ZgZI0KLu8gE0tY%l2eu*xFZZ@D6sRpgr9PnjnkwRg_84}0~FE{Om
zsBXfiBRX>9COd}crzMlc!ODeoMm#oJ`$XX^L9+?zS}DuJ!6cHQI;-*Oi!W}AcdqCh
zm)X?3!UZk}enaW#?@j|8mXik#6I3*)--Pi+Vk3rn3+96nxX-&kHpy>_h`n8k+mlH;
zXO&@-3WR#3F$!%Rss6&n@I$6OcdY>(@C4K<;3kAzDJnOxo`0*qy&+AK|HFjw29i)2
z08uN01_!Q`cMrxWqj;JdWhIRFLOc#<kMe1~vBNUAlel_fS4V*J^nA%>e_dO!bOEJX
zw&%JcrgG_eQT}H<Wwq=bE-|js{erQKmvT;tIfHS98%e&(h#-Rf3V7tGgshny)JCqA
zi08I5$wk>zK<sltAWfGx6|K}|>tAG5=!<C+<vg924oWMNsm9NaQF&{Fh>FRT8z_?Q
zXHs;mv<jfL`Ia*mUno%+6QaRAZ%+i3<-yY6Vd%C_ZJp!A?-vFQp<KP$YYNc6^~g`S
zwg0G4QIuj~$cb}?SU%mc=0j>Ucn2ntQadX#Oc$77Je!A>4j<!`ax<gY29ag;Ruc{!
zr!$k<PgWJFJLT+^qnF@!Zp(}MQ3h?LEuZ>UjV<*MbYvWu(rkkRLyhHyY?CcisYOkq
zal*0_dUj;9^A?0LE8y-@Cam<jTM3~Zc#pJ|m6fu>O&5OQ@fpuOU?$5Rpy!s-;|j*c
z%RZoKD=~`yGzg(mJY9!2Sh(6uus(i-K{8cAut=evMVs7@qVjAAXGoZPAX8Dd5(eZC
z-s*-Fk)K&ASBX35hWzQ-b91>m{(t5<5bN7M`mM8p%}f{<XC5(>Mwc-chRgXdthmT|
z({u!kCc}-2MuSzq1ZA6OnL_VOF%!Ma5%?an;Ct`sIwmQxQbB__-7zOFg~4$y@^msk
za;2&X*q(9Y7tNNb6^Fr*Zf}n!4Y3lv6BuVrH$44EGI<z$z(}t;s@XxUq)HQp4AYW;
zI+Q6lSYy8+rpbsFTMk(jju=KK%QG#>)qS!9fA$$P|BjeMir<&e5eq*5Zd8!%#TEMw
zuexdLg(y%R&GDX9_xK^#)qb9Mlc9`%(ga0C`A3xc3t=eFO1X?p+!7yF5ks*O*rY&F
zw+L6ttc%WizAD0q{oX3aXS3YY7d=nza_eF6a32A&lIT~RIxbd^U&?WkF@d_(;ZIE5
z7};POF)|5`735}blZrAt@r=d;ds#pNW~4A4BtJSyDs#13%{h5F=r>D$#dQ#LVZjop
z9{9B5pO2-irdJJ@8^`&np+47fuKlp>Qr)S{YAsnj&VC`Fe|i5=(9sg|i@5!}lDtS^
z33HMq60$M=?bqb-|Fl|q!VCzEJ@<_h|J2m?tjAG4Yoy!&w<L*l5Pl1(Xv6HsA(EF>
zZKc$Lw8j1OBYlrEFWcWFBV&@oL?UXEx1yh#nM6?zKMDjV*;qy%5P6DygjPt2Thn@v
z`{4yWlcyS4&QRA0$`B2X?$pB4hh>%Xn@**a4^L`im}Hwui+G{YP18D+O3F!hDQ2wx
zFe0%*aF0!LIh2P|;qq#6<CJ>*I_?QWl4tDGEVHCJ!a@EWM!%{DxdKSO$@(K(|2H9e
zZR9<H_lW!U(qR;i7z;>i)ZuLCPABk<<?K^Y^p4_!zJb4`jQk1?B+bP`{ld`F;gmD1
z`ihMxS6%`=2Xw+eQm|ebb?(5Qbu_$4GQ~e`8pTa<|8+QDkH;%Q6_nYjnjrO#xV=Ix
zDhms$=UDR0RQ9f1SyFeCb%uM^A{Jt_>%GcDd%@<2JQL=L%3>I1+j}+YjBwl}o<nm#
zoh*yNl_g$eYhMJ;ln^7%oh`V$=#}9LnB_N0@71>Xdknt^_1`$M1<s+2YP@V%CE#w4
z4_c~b%Vk5WKH%#3&db4U#@634Ryoa)DY*bVkN!Fz2})~a0ZSY94u12s;kvttUEa76
zMB;BGa8!$Qi%+(wL$cSnl(8IE2SZMJ-sdKyb>5HpY(R_LKyS<$T2H7Zq~E=U{ahqE
zSGZ#Dnb}UZ*5XE&k4;wyC)q(*_*l6STHuKvDx10di7<c|C;xsOv5S`Vu2g*a=x_7C
zp8A7U-k1qD$g$j~N`RBrI?Q+nI{$7O#C--eepr7C!7MM^Sl4#^fWtYo6SJTCeN<Wd
zBrXTdNOe7mu9xW#HS7l(_&;q)dkJ<n&7H~?<R|+-v%hl1lYEI~N!ayb!A5thzl}qM
z)nKwyCu-WRM?m)E0SsT!XJ(?fU<^j*+hfj5yn)1J(%#l17uV~h93g)2n>Bb9@cG-|
zc6<u?zk`tF8@TGU2a`*dHnVjZ@E(orz>3?vT+vy><j*nHcMSVQ3zcg9T@y@Z=$Jwt
ztAH$-pf5{M+1#1Y7II^a!sfUN-*5+|%5P*3WJxk4%73h71~nMbaB*X(W)}nT`%0bB
zxe)qMz(eZ1+<ghv5t=cx7~|fo>cAi}YRJpmoPeGv+<NzT2=+8>45`x70+Z*a#DsOU
zfDktY;^BTBn*Qr2>YrmsAX3PaPUdLpWa@I-yTT+v**%VB{9o0x2H;jPkUNS2kX1P~
zx%IyO<~#9)+`xq9rX1ZX=c~1k%^!amjbjpO8S{2?Fv4-cw8B8d&X&{x^=%=EpJlrT
z9<xFrNQ5xURFy|?k+_^ANR7>ovvr`7h~hTXH2^Eh42rE6k&4B@7>CKBUZQoXuuZf=
zGG0QCaWyxdTz}R7cmUpk{|PXHspF=F>%|^Xv=$Mm(1^*yzIRyF$aGp7>f{)JDm7u?
zdy@+x6S`zn%}HEtuJQ`9cD|vd{cQ5%h2^cvj2nC_vKGwPw0%ley}MR}6*`fJI8UQ-
zPVeEbr;vnC@=ELJn#`}#1H*$#L!@a|wlCA3SKUuU$u)4^n!-@<uT4gescLvMaVS9c
z3u3I%fzz&e_w{g)Lvm!`bChgKVa0>TwdH)J*P2YE)%6$vbT7zg?HXA5Cp{*MJqp6t
zzaPo|$2=E(5h@`=N>aqgnv6Di2e}6y1bx%e;f!}XpH4N~G0$9vt`PJ+MM7T^rd^^$
zC4=u`Ve?R4L9d18IawK3!-prN#Z#jc7LLnsO$$g*G5*qt9%>|bat@urB9xtwD*&Gr
zwH#d_)3T*Vu|WVm?~Q=H(D%*R6lI1)o)7)F%@VA)2VxHMA0EEEy7Ami&UeRORAb<R
zc2UON0}_ktAUsKo&q~ybPl2U;>m}~ZMiiY8SjPDexAh7in*Y1z#e@Jv+$^zzUs*9;
z<|Eg>6=K;KbH&ijfxht}$kL*c5pYtXk}!C#D11n%XU_9=6D;~X_?}o4R8@RtIn?=}
z=Ag1qjzqELllqhe<k?w#G~pCac%H{&6|l|-PNVMd0|Tw>VXkPe!hPyl-Sy#?M!DCP
zoXa`j#3+Z&DSXj&ggS*r@A3riG7V2Y7+;W@k`itCP-5E{wj^Bm`#AFZ<@`-Cxt2lT
zK}Qo7F){fd<%ok^OAY2`0r=A-W=i46S1tn*6mdNVK=5ss72!cqj@UUMtFY2|v+&4#
zylskEzLG^53CD<gc0Ha}<IEYMO&cpSKZPu($;LeR;HNAq8+%l31p6YGOJ>!#mPbQ<
z3OzWc%<Lp|M2PJ?7O#zCfECnPQaZnpD-_Shy)XGLSqUM_^VPMS4vm<FeR?CvIyJCV
z0u>gjryNOQ@Poysx@Rv7kp6B7paepJJ+>Yg<o5RO!Tom~{h4Bv@v3k1$Q|wY`ctK-
zUZb-78mVq`!GcS{q@zEgzG9WPnu4Dv;yJsERdu@4a%UOK#^K^wd_5%dh=cNaSg`sz
zA%>+LCkiC?h_t_(Q%s@StI~38MTVs>v~A5X9|e1hk=ooNs*zWeBV@~EQgGBH;c2{x
z9kUyplWqH67S)(-$qLo-J2mHRdB&*`W~SR=tJLraU#yhA2p2xmCJT49G9LMN*<1&)
zuSNA2O@PP4`x%`5Jr1TIwAVG6GOZBR(BKbr2J1|zM+KrB0Jsm(IYj_mks{Co1K=B4
z6m<v3Zl!se%{RG)sF%z?*O(jz+AM+EA3pM&@&%;iuEQe(bHok2@ev&9x+M_x7(Zp3
z>%5-F?6-(g?dnWuA6$(@y=3MJJeB&Y?RLDrhjOjm+?M%i=;Y4XQV8IUAs%XIlwN`8
zKW(3IK6-tzN-{JJfa@A4*?bwJ@7_E;sq?akBq;~S&$HB4&x4+Pv)al-rqUL#cKI<M
z@+p&ucV7h7%0^yeY-mk8?=Rv3oj&&BFH<l2i`}jywrhXvQrUzLu)D@~+~WR()I$G+
z)R;t0EvA7)8moTO;-YN+=hs8I0CY$xq#s2s$1ju?GY8AvjYBiYik)9rfcT3T&G>gx
zBb)|joG+sV?qO!W*m7`*L<bB1GjFrI_2Px<!D4q|NkEOKY_PHdaX<s{TKl<preC)j
z6Ni9{6(rN2(+n2G>y@=kyy9+w8dk9HUr{a&;K9K5z;S~o#2L><HQNSDJJl#|qaiE5
zUaB(bh0deExy2%0Ra~WVA|AVyu=K#dVTb9x7o_=6_By-Q8g77k=z4zILymN1Llz<U
zs&h=w+Ft<4jGxI|2LSxPelzJ|oW_J)GS61<<J6=pT;wW%i%bjzIQ!kGgQ9u4aKMj~
zOX52K%%#hljNC<$p!vLW*Zq><CS16b^)<N&i@;Sex!S?x+c3oiqG9p6#Rkv-OaCNW
zCCFk`#Yr@&mAQ5wXsd@PwI}6uvDjiL@iS^a{qpK!8p35i--SxxS)Sc33s_cw_0;(F
z+=L~h>bgxSHNltN<MeJWUUQ&T&>7_D^DZfi`3KS~5+&1;|NW<X2TYf}w*T$Fp(gl0
z{Wor!ooZ_8tEp&AK7nLQVp^KlI+z4tkI<zTlV<^q`6jG+uty4%d}bNIS79``wh~SW
z(%tKpSF8XFAhb76UMHyAA?1S)7j`VZKl+v;goM|YCaXlJwvUhTwTo@ORKz2_KziOj
z3Hr9~I)(S7p}GS}Weqe~S!nfx{pyu^`uTEMTla%IqL|Po60{-D-muJK+30uG@DVxh
zurVyfzS2Eu`(b&|Sa!*aS}sQ(9-hq_G)v0t^xTO#+M9SRYtt9m3S>~HV~O@-T*l@I
zSC`o&uG4p-4Wd*HdAg|^8n15$P8}6XAl|&km&um$La^^AI7;HVNw&0-nj^KUWAsc|
zZ~Dq&5X0m9@Tg=R%1ZOT<*CgR<kFMi9<gGqDym}Ck8$6Y^@D+I4Paqt*PDd{Sk<5c
zomv#iUbBl&(AlgiuCWRyUrMx_3%Sc?;ETx*Z)9b_^6~?Z*|g^eA$5iy2q0X*m#<_0
za%Muo`jRA53giEDo<ywMX1y+to4r^l0Ou+Fd4Egw&8v>bh!0&Qiq?1O=>ghProU0Y
z*!m(wv(}~<ulnUzNGsMzP7swNd=TTdK^Sms4-9#C_qD<C#gf-Wa(<eJ)lR@;){9TP
zn2(#+5Y6t+XD_9{1Ae&3>D1Q1z_eWF*#gvH_r1cEvHo@$`zb*zSBpdEIM6fmyj9Sg
z_1DXl@4O1}f+=Su?LVhX2x`hNmVP)V#UqJ30%Vm$NXf-_37tB*n8|6<7h!R0aJW)>
z5oK;+!iX5NpgqNG^vMkM$}a0%O5yYZkzjH~Ft#+KSmo_Yp%2PmWq|9m4~*X#wiQns
z!fu%oW~3>V&&rsFGX7Qx&you-BzlW4&zz$5lQA-#hr6i@bCmK~FK7Qygd|+an6p(&
zo%h>74O+%To|$-~mJhoQ)tj~Y(iJ~W{oYis`7wthB^;pLOjr6NH|P1QUYws*_4UDa
zb9R7#4}j<Tx<NiI7bR5MKWvmdd3dT^f7OoLQDyCXW*Vpbwh^F1V05D^RdgkPQTc^m
znstBC4<|%1jEw#B&W#b&{Kp7-3@{{lb-mPS4_7EuRbv38o?Vf>E)b-<{AJtFZTH_S
z-Nu*J(Y%`lbW0ox^iOSVFrocz^@v1X)Ly>*4N@F0`^{X;*Isryqb&Jwl{?5Nm~%N>
zx^Z{h0e7eS^19W|P2?==$u-AN4K(5jlPDBlog%Qj>Fd(5^sjppD_aTq+nX8blxVqf
zXZ{M7^^5-}SXRw8deaR!7^0>&u)E`#6zKV40U5}8j_q*%>$$YN1`0?3fB(jFVc(i|
zTT658I@@JqVCd0(xv<|rxvPzDDNjotf3{@#(PY!ZGMCzPhW&7+SkAt0uOq3fkM_Wk
z^|;^T!n6h|t8)3ti^sg4H&xY}V<4Z4r@wBlW5PK$g1Q1pXTYUyDm0XMgr1N)Yla0)
zUP47BPA@raIf7xJIFG<h_6e%*eoDZu#M5o*0e;_SbYpSqok|MeElq#f;fJOotKz!f
z7Ytzu8tCfVr#-%Ps}8JbG571ZUsZfDrAGvH|Gdz#dwu2BwVZ_l$YO?X+is_Yu%PuF
z%SwFa<3)hrYJORA6A|P0ES*C=etJwvT5v@p!u64SbTJF8wr@Zu#(V%l%%^bn_%_g9
z<zT!Az)>xv0^Q4s^{b5z;~I88H=;e7GY67i`6(}-v&KSxi97N+nSWWiN4x9tLrc0v
zKl?1LwwXAP_<YAkwo_>lZu7j&B{Kbs7U+j#8vY~DgH$?7uGS1%lMB94V%%lnainc(
zQ05M}XUn)(#E3di1G8P<+F?nyq?NA+e;4#%lWa}fBg1}b#<QzHm73K;ecoo!{eYvF
zX`eJVQ0-M$t3Br%Ta*3Md-fj^Olc`kzL0?$C`h=~jknGJu%oU|7ODX4K4?JxcFSs?
zGJeS+@l<URWVuKJI_k{KlxM4Mx?$FW)nLf2I3ZY(UST$`<3XmpXuG7N3ze0q_NMyG
zo8Cq~aEu;w4lzFVrbpOM^&7Z!><yUvhWqhahD36H3gr0CAr51FF)0v2*_k{pv1Hbn
zlWYRi7pmVDQWL=mv~Q>oF`y|tjCIY@u-WNzSy$>T{r>i=?aD5gwRkK;|NiG{46iP~
zOR$!Z@GJBKRF7n%o}ftmMw}=__SLoYI=&20)NlGJ->i{8eZOHUdj8|LWfov;5E(g1
zM*TbAg%HiAyCr=Dvwftjw`~t%aYGti40>D$XY{%oEP#$NIaxy>B8S9#eG>Nw)ic(S
zJ{R%_A%xaWT2V_sE8oj9-9i7Xxa0@Z7{DQlWubpB*w(q9&5!TdX@i@Y2V;ijdivsI
zWf2+nlF?n3j98k-oIxYfl8-Uu&$XUveRrd59Qo+Hjn-Ak_X7#TuQRF`KZx3MN3O@y
zHk{_D{q}F=>E;4)y+!<|H#*q!Yu%=Cu^C4)lqK>t5(}DvYOSWTs|Qqit}pP&H!C_i
zk9g%0DwHk$CeGfd+ZQiQ0*a+g{vOA@o93mbXK<EBRD2=dXac>9yaVAZ$!67|7*n8u
zNKrX?x}-e*%cQfJ_4noq_b4{GQq#puN52lCFf5FiN~uMN%b1vUf#+rhLZ^|2$wR>y
zV)Z^u+R_Sl+OnR%4IuoT%D9<Hzgvp`&yzdC#>*TmjmWvQ5td@H6|C9%<(c933=BB2
z1>Qw7)!UbN^ABqLWX4sS5PWx)h2qo%cXg;)&0;OU8N}62w3djldtBk$NgN63(^0MR
zst%!fC>fxzjMETuVduJ!Ba7$0^51o__AAS^-DHVNzUpQoegBAj6ch05$znLpo(f|i
zm0(p%YS}hd;w#jHR|{+A=KQaKc|(4~W&YD|{@?i{kxd+HIzd{WCQ(BLkx};Ukd-oT
z1-D};OZJ{i^)(!jCHZ9=UZ_9o(uFZfn|%aURTb&D)RSC|oU!?I9&zde>HuEZ(136$
z8aU`D$^rf)P1i$ku=j}41NahQL`RIl%!4qT(n9PF)$Jtg!(f(o+4QmiA8n(F(N;7p
zaNkfsvx`|j4EXocdd$D?Ue`I_|C#2rOEbreg{B=@<!cFOVM3X`Jv<?)F=?ipx+ja$
z;>djn27>pTZLuZPM6xaA3F(O#1D#F5uEp638l*vPVYc{m?_R8jerRAs5%oMLZ!5>u
zucJtpB9;#Kz<m+g)ut1LVI|-kI)gerK`%p}O_u%c)v`tphYWKYl|}x3{8j0w@pZdk
zK#}-A=PbsF+&fxsseWE5cpq22$AnA{WnYwptyPObA!MLo#U?}p5v-I<;+CqM+<WvC
zUqKdsRc`SRa_@2BIYab%IU%81RFG1yvoD_RJB;*H)53S5IaJWSEy8=?-C9THmO59I
z1)a{I9MFnl&K(Pg?Q_g8$7S~ysgnZ$atZKoe|CZY`{7I}1dIi7As=bbWfSc)C3UlD
z)NH4psD+_Os<2VXJy)}3JXxH|{i?Eh-?mkuLfW3>oiC%%QU;cL({ch0SYTB^qKq!g
z5W?)6cP=2a^!$@dmnAvsX!%}ydoerP;9KeLrCgJS>rTP{QNs<difkgS*l(m*qAc?5
z)0}~<@{t<(rHs5@^NOcI1rudSEF3b9%XGI*QV%p2yQ8ggD$f{+#2-2icb50hE4e{X
zzu1u?Y@(5B6)DR2_52S_23a4$QuU>1Qg`mTgbo>)-}(R9Mt=Y4Iap{QO4d{CAh&@Y
z>O?Chtk02&oRuwbdAuEY5D=~tfKbT@*2-07SH+*euxQ{pCWDH;XWEfSK_<GMmiOOB
z{%F!1y6v`27F#3W?QFb`_$^ia{_p><sVY%K92=dCwD>q~O!@TKuSVhsXgAUq`mCer
z(Y^CqZ}e?%o93Qu)!D=p1c4$to=OIBhGaKyN9wk8Jm1{hvBp^ys#+MCa(0RNSibks
zDW71O;_*YWG4$U;<aK4=|Ge)WOKHkiQ_G6CnLYXuHVc!97vyaVeMhY*Cua@PHb>lo
zAz##t8$j<;>77ccABannY7<I#o7RZ?rj8B=v!G4_y(G<o{2gM5^RW+!WVc@d2k~3M
bA1)u73wLN{(KlVquv^mN3J`>tq4)m>D3Z!P
literal 0
HcmV?d00001
diff --git a/log/zPythonScripteTest/err_n_plots_multi/IterPlot__MultiSO_Rho__fwi_FWISO_iterate_m_allshots_5_9.png b/log/zPythonScripteTest/err_n_plots_multi/IterPlot__MultiSO_Rho__fwi_FWISO_iterate_m_allshots_5_9.png
new file mode 100644
index 0000000000000000000000000000000000000000..34e4241c133b1fd8fd185e756ec4b9020da003a7
GIT binary patch
literal 33951
zcmafb1yEdVlXXH23oy771_=ZLf#5EKTY%v1?(PZh?h=B#y9al7cXxOAFG;@L@7>*h
zw+gDL)Xcq)bf4}%r#pUM#0B2MV#7Xr_Ux^YAVlifGbnlB_ZKu2@Grk;5;C4W^VAiB
zaDTN=+;4D5#FMFbXvp0;i!AvZ;YrN(npO~+I1olKRu8F}0OJef6}Qe8tgqV90j+Q=
zGVbo8-q4P3?P<CK;e|dy`*I=kKqHL^>1|nOif3g>pFdcHXI?7SIUVLoZ(7?-p5C9m
z85yte$(@n8%`Z!Kj6R*YW9<_C`LH98x?TPH<EvcsZx_Cw)?mL|U}9t^UoUc~tiPQ3
zlDH}HP|$^~xy^5Ze*z+dNZ2QtUNHcR|8~I3UnMD?)gBwMnq5{#Hn6$UhVMF=fs{qp
zqP~@1?O%bjY}|H|-<2%yp1x9^@Q6hrzJ!*NoMeMW+@ZC+ObzA%o|5w#g%EhwR}Vj=
zXV18Dn<3E8p1m7iYoooUHs}Bcb*sIcQ=nLDPhk}rXZ2dyD)T?3f)IM%mdvGJ=N)OK
zNNZD;3KA~t7H{iWAXMId^ZoaysDocVdlqW=2?U(AAbl+K^JmY}<3*d-c(3K8-lZ5c
z?!R8<WM^6v*cXMOQH^Qq5oT=%Ge?^WBByo)uB)Tu$@Qr{H%i;2^qjTH>e_~b&=f-b
zFKhn$HcQpCq;RZKrWF>UyVNf#IP*fJ*wF*X&(Sr1wT1tn<Ds~o#DZ&=#IZ#a(<1B>
zB>M96u1aP71FHKo(Eo4{e;-PlH2=K~6fr=u*JA~52u*$}6sMcD>)3=Q04M#e715ve
zSEBe$y(t@uSSJ|11+07zwQYnvYpRd*?_0+f^#l%F>MiNNpL>Lm@xv_CI(1Mxw^%vh
zxK7fNUleVS{!8S9XAJ1I`DApjS+)sD2PIIy8$I~xv1SZZ=e`x;uKoUhA9Qs+Kip5@
zQptR;Nqq%D3RXTa4jfFF&G)HoVxNuy+UqsX3D?`_)GI7K%wz0t+JqSJUAezjl&rZ2
zhwd<^Q2lHtBz%DfEO-m|9~by{7h=Q6r;7P){PGUEd~^Y`nYJd_Z{34kNx+@u@gMDc
z!My5GQ<SEgP0tWVlMEM5?JMDn08f@2rgV0P7C-K8IOHB_Y9Ams1e93;QN!8}>r
z|70(JUl$}xkImhR?z0ypRP0Q(GGaiDwk^l7B>ZV!w1})Z_81w&Ogy8rLX*Zn_S)7O
zv_l!L*}u_4%EJ<iSsVJYd<mlv$)T9!gbE#7@^hoTWA)B<NpBM#AyHvTQ3p%w#Log^
zcd`a1)HE&M-&Xn`n^ety^X%D>f%8L`QGC4O6o02hPmeJ0b8~i3GHZIzAB;(-)3fD)
zFjr@HXlX)%$Z>Xec;Mpi+i24*q{eZX?QT~q|Fo@dk;pH(d3mLIc}Jr^&dSM{TutH-
z^tm{5J2-52zsI{O2$0CnCfnUZK!<s<l2CNqPG;kdblF$_hqq#4{paUFI1I+qU&`7q
zUw{qu^>2FTu8W!)_uf}I>+Hp9B+V>>!_xgiaeORQq@(T24{p65>JT13aII~kVoRpo
zX7d*sjCl(=jf4gn=A!bk^k0ACLI3haAJ%f<RPOtZGdJ%ljM|s)UF$exgRlZ@SemIw
zS?mKWDwEgKCK&p=bEP`BoEQyF>dPZBst*!YRu`i(I8=`ZhYv?fmv0cZP_*8J!?e)?
zwvuhO_@fh#^?U<ou<q~&g*PGr7bJmUeBOMuHEF&`^V<{1{L%}=W4*)RymjPrAO|&^
zAEE`sIL}P8e_;BJ5M+BbouSea>`a%3?;jtE2KGfkf+N^ZuBmN4M|1nQJy?V^?6z>7
z?J>`BZ+-uHu;F}=@32U%%At2+|NiD2pRV}u`<uW7W~;?7JP9VVwtZ^V+7EY^91r#?
z{T&5jVjo|;Im4n&KUwm4kIS)YmB#;e;L@HY-5f>3UJX}fH|(wO^y2-u%jh_K`ZvmA
zt6yMdrFd9p9(I_eEL)PIVKq?N_v0aHl2WjpM9JiyDUyt`qr?+_A5ykN-?mb;JIm}y
zHF@37TU~dVkuL_>K&<;>V;Ng2Dr?BD)vDcN3-?Pp2Ws^09bFx*=;$lvPH(gD9nN$X
zANL>yYE2IJH~j%I`OZrzo53uWJ?k+)81%m^2G@-Y4V`r*tGe0`aPI8l%$lk-=&tV2
z<1F4>`YYHCvhH+|$2gy+&-LgKay<d~H)%;pS;cq*L&KcB+2N@vW!cP^XdgdL8@bv)
z0vDNlTcJ02qS5*~GAb%xMM+7zjK1pF3uDoBcadP==Dg~1N=wkGAYZlYI5+R`_A0`r
zK<UHn1ukv6nvg+erf%;{MS^0UVzqg95M!d<l}3anhd8+9>AhT1a+9G}sTL|(>7IkA
zA#67%l_spd`g7IG7%r=x9*Ee74y+z~XcV~w_ooyR5BKNqpczbZZwGYBbUCeMnp_*S
zQ3%{h50n-gjZUNYA#1e<<nIaWXL8<1U~;C~_*57%vfuY9m2K94QCqA|OWF3B<TzR-
zNOEa89@XTO_tgO`&^&i?V&h@Bs5EBxgj(FHY{?)C-+7T;PL$JHbC*&Ok|u!IaN+ZK
zs8{7uklsd=8dNdsYInG(b8lnwmh)=)MU8^_(9g!pd8cc{LXNzB;2U-O6Nh=51oxW)
zZf7+@X}(>T9?1`PZZXtqc$*f;px<a7zM1@JcR+BvSLS2uV=&sG>awm77dXa<1j1v`
z8X;L^W4=6W;yf>^t;I9;S?s%+&B|jy8vgdsaCkqjvwFGE(C`C(Yw_02)uub$FU>bQ
zCue;lnGN|RO;NwrQxN@G>|iyo<>vD7@~{>0Hqkb@$n9Jni@b6jE{i})VLHG!KB25=
zKyB_qB2UgN@p5gq#%<Ah)q(f5ob6n)|H(*#*^Olgz7FJU*?&h))n#z!Q+~J0X~N?k
zHun`V?iihc4VrS6pNYX4+F^2SCbzLqPw5BApwyQ}$2EERW4^S<u|%Gk=#FL3v61Rt
zv|oEU;q)JZ(0vP2^2*aNJEh<o$}1IC@e9G^c8+oFo>)?-e*LaqQ+x}PJ<GdNwm5!j
z`i9P2>k@$f#i+R2QF-IAlt0o49KOHAVt3q%Bu`^4%&M<H3(ym7I(*Rc)!)9&n<?Dy
z2jG!m7iC!EGpX3TTcB8x_uGB94Xn=(M@MjwvzQt<4!5f{6}PbW%*Kvu;#OHt$p)ot
z(E`)%fx~9vWm#h2=ZIs|+6U$RnB)l3;PRYLRh0q|z`!c^FT9FA_TR6H=;7%uHk1vp
z^;zJ8Zw6Tj=;@BC$q0U8zk2qK&hpV?ut2q;q^3sa_QG2%p-Qf3IyRzkZEHAf?>(bi
zM#HO?=l2DP)pj@|)R!S9N}NhWbMkd2>pka?uac^@hieUctZe4$$qg4XChh(^8ykCd
zhc1@C$}KK*Sbry7>0vJrG3}0DG<Cc1O`{K5g>V@5v|}Vy194@BLP>R?LAZQP_S`pn
zzxQN!(rn;fD}>#9Ei&UGaM9@!@S&Xh$-A`gPl!6wwMiOOyVZhn@US0Iqb3lHTmR^q
z_Ff#*VM-%8Z*MkjwN%`PHcnQtN!Fy>wX#J~Nh#*m=VHAjczd!4FxvzM6F8;H7nUd*
zQ`U~)Nx7?YB?X8!Y^2(AoEzrq6^~%Mci<idiut2z`3^<{TVmSwczN9zy)-0Su_O{L
za!(2+Lc#n|r5MTMw!&WDS2@n)201!PinLKCZf_|EnCpsEmOU`}IJ7Rf=@OEUKlFzz
z+6p|x3?^N7;PgJ8cf5f_c2~<O+hSXVlD{mFRHs5TCsS0DkNj@T!A1Gv*)#HXi$t74
z&i5E`E@#6ttZwI%V7eJ>XwwB{j7nppu!no6&MA`LQB(Ex*`Z5o$Y6I4&EriQXR_P!
zK2H^swz*DWO$evL<lLO*T+>GaxBAg2>m@FVieQqbi1Th7*LrAS^KKGU<Mw#A`B>+8
z-r>$LnI#cIqvZ{f)Y3YgecUGNL`iFGwCEm@@awXfcj2hg3sm_Hc?O#+0phVt7Q`Tv
z#Rc>Ew`B<lMAdIRmqI-{Hy@6h+~UmCcFZKG3=O)Ghui#!oX%H-E>E66<=p8>q8)YD
z9jA^Ll<!kB4vXT?XB}Rd90XG1#z*w^sTHp+niUn3OUYGf4G=tr-CkleePUmDkQet1
zz9D+tD<eqdx~IXgaNnrpM7`R3k7K`=HI`#`%gY`8cx3u=O=sqzm_O;~v{ihYgw-s;
zWVe6vxBE3WVH;nqWlr&Q!_!Xlf&eeJyJEdod+&7#PgCm&9oV3QMg$Sctgp6|vlm%y
z^Ubc=<?i<{*KF^IluD{|R;x?*xb-+L?x_76SC(5}t6GgK)TrU#k5ZgsP##osrQ^75
z#$nM`FXp@_5QT6fDZ8z<cEmura8{pJa+*vPd-($SfcYK`_GA?s^zY309hhZf>t3As
z`sZAe+sUGv|7C_vM->&b!&+A}<g0Yqc}sxXdGninQaK>!sXg%KtUo(pg{(Oogt(ol
z72=%sdHqf(#2f9}F)U%$tBj{zTg4D>T~iit_W>{6tWpUTktlJ!kA`cs*pzU4XgZ{p
z9w8nZ-?v{ed%SboygO@myL(@?K604IqO*upXdL}Z;Wdz<i1+l0nAL3esx=)AWM)QJ
zJ)RC99y(p5!i7+OQ34W%#>0i)qS~9r5DwMd+lNQ?<H1L#mE@?X2JeH3B7u<7nHiJ3
zTtmwpOmL5Oy-^{{?pg!_B}C%)p05IF(tK20w+(9CIO%S$85fjQt1F+7ZLuLn?W7+?
zN#<t)<K#ydxA6osm#gFVyNY_v2GX4iZii^E;$Qi7IhZ`)dF3$IC&{QI?dj%3n!rGj
zr1mqNr-DXB&1~7g6XVcAGn(Day5r*9x%(fi{a+;!*Q~@0yd&RCoG!j@yC0!NkVrB8
z+Q3&+6l94xdMYr<Zyiu^p+xTaCVj0;c4r4$^>%aQ8ZO$oT2pMl!(?_B=L3b)TkJ8r
znFlRI&O57`v$GE2R9i}O^noU6RR31Y2o<x0HlKQEf}Clt_$6{aHlGC4mzve5X`lNW
zAq+{>17*}QWr`2h6P-|^o+f_F4u*GISlrCypDkHewwH5Ys<e81jpDK4PRjj0f%vo2
zcWvQwC4pGJ{Xf>GQw;+88h0r8CEs##wMx-pET;`C_p;K?J&c-$l|Odae)RW5cl0|s
zN#qSj@i(=4CzOd<^K-r77e2zr=MvUbhefn<LN4z!Xlw_39Z=R4W|G$AU>Ybu|97S4
z*ZD=PCCI(6<$apym`yrfd`_M&#jxjxQq2=9f3AmUk88$Uk`%|!-1;yU?m}J6oAc_r
z{y(GzNUdK7ImehM3Bzybc}1mJGF6%uxZM>MeRMY2-WjK#-LZwo9n$NG9M*H&J}S}j
zsghfZ(_5@R-e5MVN_6bu=B(ck!7DFy?C*I0P^mwhs$(>1l3Qek%TzoVJIosb<cY%q
z`<o6oyuM#NL%o4Yii=Fu;k*IIEWRu)CC8>WerJY$ykd~;c4J!Y=FV%8sWHFrs-(4V
zkC}Sm_Es-Gf%A4qT17=kMdfzquH6dXVLKCNVAd*x@EW5#rJn<|K%*jUK?vr#b`M)-
zZxO_!_yUHW;3t%lM}>lTUVHc!4^6SD!iVTyd!f{=u3U$AY@Mk2?xB<p9~G1%c*m%^
zUe4@3EZsh=xm>VaCdNgO2A!~7riJ7tyKeM5NHpTVYz8VI`+da0iAY3u^+}?eV6_LE
zgH<>dUueBS2aAb$3FP6i`_4q04Gom{ft1wLDi_@2PKO1F?3-RUHyr@}FIrvdwE7_G
z@5d@?cNBv2Z20Uae>+=oYD&s>Fe|~O%VQe~LN$>14cgd=XWt$&>OS6gI6oY@6xMDu
z0*i2+3Ka4os6?dLWeP4cg0h_p-k6V%FSz79!Ud_AKhR*P*z@dO0DdT*z+$@rif}XE
zf0685dVpcq*Km3fV9gh7Cao>%#5V&~0uNX&#m4=;8c?xe0e3Vm=UQTeZme^Yf--ow
z0uS!#7YcI#5`1jzcv3OkX<K0<ow4j@MrAuH&_~6yhmnkAeyS1l-&{eye7QarsGm*K
z(kbuT=a5)YNH0hBOk)F~B?TNhC1EOx1k=w3ypF?$+s24X;#A<M87;#qQ4jKloy%%>
zNw<$m3%RH)JqIyyUrkUw;{TL~bG<G)Mt$F4f+3~IFNk7@37?b21*3vCh5VDivynsx
zG<kM5G)A5*IEOTC-)WP%X?{MV2*xhC{dwUZgjsSb0TgrRdkXj|%N-pXHoJ@{!_^l1
zuwVT2TRg)a9X3~U$LWXtvzg?HfLu(yeX`MU?_!@dQxt1{0f9oUaPU5@G@La>X#`tX
z_F{j!+0^Cc>|H8wh5CG$ziU5vi?zOPyu+iOyhG&SE|7=gxj!-jvLr*@=fHz%?~xJF
z-2ssQr(*smj_Nf!wZb)!1p02}mm%~vF$l!)6|FY$lZC(dO=vk!%h&DS;OO2qHa)s(
z4KUpg4IGFw?KNWS7`43W9#x{e(zK!6;60{R>pbgld8y-L;iD;tQ#+717hag>wav51
zwiuBw(y9dAF1txgwSg*(e1%0%uS8w9asW6}tM^6IbtZK$BLy<T#1mrx$;!>$C_Q|r
ztgW@38hR*mJ>7qP?__5i!t;k%gUIG*H{R7X%>x-?+kuDcJ!cF&mNJ%HKc2v7qxdOu
ziXg)88&55^@9sHtef$9wu1{sMoSk!-T9a>)XnBUr_4L@(NV6$`7f6za3uwdspK7NV
zYXEBt|Ak{l)pT~UXgXV|wb<?SRKsb-z4FUWP0dfOkMw1jFx^+LDp1<-(+6rB;CoNL
z!DV?paS3h=#ULs>SaLNes=rwXDN3H7o3rd{Mlr2B&nsC|G1NH<?TMn8Y&t!7kJ1sM
zZ<ee>@D()t^ScWXhJgqb7=A4I=;iar?xq3z+AuJbCF{d5nq|u)<XyBdGLIhoo_(mD
zP8O~Rr3az)AYM=9z2BI=hPm>37RAxnXS0W`PDFafDqO2GSI)=n$(5v61~D4jb2X<P
zwm+7~$14u0^T4SuGJ{6ZhT%Ucq<>Udt$*>1OV}c5;L)H}4PVK;R|3CV_ntb@bt`Bx
zIi?%)q>FzE2()Kxb}};kVpVq~Ieyf)^mKId&bvh1NTSnrMY2}I(0nuQPf5c!G{pO5
zuh~O;N@(}fCd;vLxgXoMv9h0NTYcVEubhnfZ2=fuyT;n2P;B14(Qnh=KW($i(C=h9
ze2p>pa4}0EEKD1t>@39rJdYkA^aQE!Hj6)!HXc4+{Ak*IxE~@=wckRdwk|#m7<{CA
zukP0orziS8wNAHRsdR0WqUeGB)<{REXt(gbsQY#=PA^RM)9(m`tM`NEzIYqu@!>21
zNUKz<Y)2<d&KsOAF*%%n1#U-(bDoDPfAG5tSTk2ma1+?Fu{0<ljiFOn4_N)yw@4IV
zt#)Um6fGI(dzD&6;QCg1rr1^?fS#yb*j=A@GCa<jONygFDKyjyzZWYYG?n^`+p+|4
zk~@D61I`hcC7D4w=>%)N)bP5*dDCZ~qcNbv%yhPJRvEXd9hxI7g*AFRf0kFbCbAAS
zjQ}|<B3Cyvkn^#?V#NQGbPrf49-CV!kSI4#^p{uc#ai<9FVnMYR+IIC%*rN1X$;If
zoi3l)PL6y#10`K?i_C_B=W0Pub|^G}t-<*Ecf`+m{Y1hNV<IjKH#d_5saU9?ra!ce
z$Y9d9J?~*1u>*BB^qOb*9yC(=%hE9;HP$`x4&OVpErPvl7Dxk(JL&bS+Ne+bUj(S;
zT>d0Fn6{LQrA{!SKOi)-8fDi%x2Kuk_LC<P<spED{>vmAJ+W=dxJ3y9T0;L~fS<V4
za1q)G=sM=VbYQRVmwQ1lU-)v8XCQ+MI=-<568E8E=vti04X;`Zjg-HKc#Rb3WikWH
znr1Z<`pe9Y@@>>66D=mBd0xr~CqhCa&-t03G{4CifaeSXUVt1JV4ktGgbEZmg7i<X
zc~?WM9aQY(@rT(ZmxAc0QETQB=XBA^fzK0FHp;#dA~RyVO{3AZ5FCIZhk7*<<~^Sh
zp{{xOEz89W#$NU^P`YU1oz^!d1O{P6GcCV?CRotOH@gqU*$EQrlPqiiQoPgsV`cP6
zy+E2^`CUE}`rRLro|1@Xl*JjBVi19xV&S=iv5)bus!!Zva+P;}?>?1~j|6dw*sk&h
z@W1Sq(ih{lU-=>)hemeS9cqCMHw0RE3wN!GTWPDZ;dLYb)e`ht1J~5yS`NU)XVxme
z;kx^kktg3j&lg!W`|#rL+xNgN^)4Q;kz-*bhc>H%aYmxh#-ik+lEGBbh%Oy;DJolO
zIu9yhHMtB>C5a{V86FG@jYM<X`M$<{f)eekBzGz8$B-6m4bZ=za5&rqbilK}_x#(g
zVyRXsN4@?UmNh6P$dJM;kVQ(DT^RD?(}C7On$!^%VO^1=V{RUyTSS9=^z-l?G=t1C
zS?)lANt+lwu=YVkN?9q@ro@&AR(lT<LL6BUa;~Ho^mT?<)Ju+knAA_~k5GTD2lCs-
ziuvVV`qP21U3z_e)l7rlAcv^68!}8zLO%HfNC`d27nJxk5~PF4DcgH&66Im|J%iB}
zJo|E^p!txU&|dCEqaNtTBkwf)?2e`IrMr5&9R{b(pzsow2sx08n*;snAiu4-)3<=X
zJ;4#6>-;xQ`h)t-z$tYhF)QB@p#?hhlCE|ekk>9>ee@P);~0ID4&9fZ{-q=G2S3#4
z@*AF9!^jE+Xt5x7y0m;cxA`0~M$Jz`!bt7g@|6729oQ_Z!~z!N5i6pFL}-Rbn7T3Y
z#6Oh>KFI9;Jo>wwOW*>2$H#Q+KZl^44?@R(`V-JWo{me9$`?A|+dM=+QY_w?J0n&Y
zw$Rg2cx*di#>Q*?Cu)4DVa5+>(~@J7z@$`YF&kuhUJ{UXdI#7dmId9n%}|;oKX3ka
z+klBB0HkB3bBgi#6uYmxH6R>=orYK|l7;F&-tk|Sf$^UJ1K1u}rY5CT=5#<;eoJU_
zpgdk<Uyjj8i{N)ZeoN$sRUX=NdWLw^h-R5cI6ZLlv~Zm%?W}y;yK4g1@5Zw{6dtMe
z6!D7Pi!EQI{i*}z)0uibo6OO>#{=9GUtOJf{#9z8C~RU3?PRilTE!9me;BQ{Kd}?a
zNy;yB4W-!YQ2q}jXaYOlH+x7Im-)~R6tqf_vU9o%zBDwtl=y<WUV6`qEkZtbyR3in
z<73sM49CPHPZP;PrE;fGqFj-YCINHXEk!Gq;{-!%Nnz)1Qyhd6Lp+5VZZ%*0)w%ve
zEg@g%I`)6qDKg+ANq&(bUyyxVJvY}!@(E9$hh>~pHeGa$VJmgN_7@b0!51Z_Uu*cZ
z|5HIJx)Zs%qVO3QF3q{4hnTz^MMg6m+ZNVud@}a1TC)NNIZS+jZB3g+!hyQ$E>m|3
zE5c(U@@s|k99F-6QJ7YVM3%bnaTkFm!k??^;*fl4?hhcxzbxk8{OEUvBqiqE)gjZH
zju6f#$|7Z@DJsbuoo*5?N!C@j!z`8wz6*fPWGpKalRDGoLF&!Ok~QGD<|7L{7>li*
znkwWw=m%Gq+Tek5-qJAH@PT<2=IeLMv8K>_OkUfW_gTs@B=OUgU*d>7QXJ#v$m*ED
z5>=%;(;N1b7@tFgyGqQToCpBy|AwD`oa=kL;=dqB+ZPunF4<p*1HyBg4npNasyTLb
z433wr$_R@&f^^}insuD{6t-_`BGYqzV)*b;;_YVVust%ign^`Iq-<`}RS<8SAzkKJ
zqgSXV`qm3qo<IWDc69nX@(MvIJnmX!LUKk@tc}tUsxp4e5Cx-1?{@EEJI8+su)nP>
zh6)8_tMhloe?rW=x6&YA22e){KK?>ZFUhjF_J>p@WVuItRjFnDTEYyfz9_MYZQCn~
z>v$_%#j@5AJ|a|DH}X}%7USg|jG4K-UHe?VY8S9Gvn;M$rDtIBQ7U}SsxNqn_J?+W
zht41wVYJZeTB4wJDfH*3X~=#KKwN7k?l3B6_4tYN3=o*PpLBxmR|B;Fj0SKEM3hi*
z-;`6l!-b2Xrbrd!apQK?YveOh;=5=1#SQh@oEu+AN7wR<XO4!^!Z+8_S%nuGqt_U=
z-j;hYtWhA9CU@Jbwt+KN-`8-xnZ+tJmh1>Ih`eFzHJ!*&SE8h~?1W-v326SMohnq*
zgbHOzZ|I<fd^iBUV}|@$5l90hxRQkkAk$C%zv$&#{IBTv=XSXv@-Jx-uF+>&#Dz|}
zshhmSr2;X_oV!+rP9~lUGoy`$?VLDxn~w1d7;+OvdK%P5(0f-ccS@jAPoO5PeT$qG
zh!1rb>#IDH&aEK>S?+jqZYofjug~;~3T?5#h48w*w9|KRrQE<KdKDM==am-hl<H`>
ziJJe3=opkB^yhyNRLmPTa(Jx16noh!xKA~&9JxDVzC|nWBh;)u0T1bQq=K!@36{69
zyIr6RGD(b?CNU<hmt|)gU2dz=kiic0qs3_Uo-a{UNjpMPYIp=DC42!tIjh#n%lJ33
z8y_%{p`3z?Ng^EVWVE`Bf3?$ge+haG5~U$ZXP=Zq;pCB%|Mt5Jf$GH*zyrw(5qNLo
zZ#e(E_K1ju>|6K0`HVaSliQ#>Op{Q-Z$wyKHfCD=<}M@5pKpjB>*R&VE6NCUh4hQ{
zw#eQ|LGWBtORi}5g*p+Yg;&<QX$2zX81dn-nLzXk90k*CbbFop5#zLzItrVayT%LL
z3Pr*Mc)A!NJRY!C@mED%yagG4@C0=GsP68>O=q&b%d(M(Tv6e)Y?ap1HxB8{K#p4x
zpAbCO`UaMX{OPN<MRY2~a^wA4F+gQ~@#X^Sv*VVefH?C__I>@}oD~OaH^9C#?*}H#
z<`tCFot^}65`h`iWs9D^`H*9z<3HIbfY=B~2G5Y(<u<4rk2eHt>F6p<6{J<_GHWk@
zGJ@?^B)RDbr!yw%IED-V$7xGLlUr`hb(zF#pv(b&0Of{lGc3lmcDbJY60^mh^3hyu
zD!Bj0=?d_{+I!i7sDia$zpa!61k%7!bzE;SDsr2;yay@=hXZB-(RjL^)4321#oM#b
zW&=(q=gc8@T7Vil`EayX$@lca{JKYei1a0a)kK_+SmLMB`g-f>H!_C}RhAct7}3;f
z_es6F^M6ScrJYv9Nu=Sh&+iv4S8I|@Odfl~r>#^IZ7%Co3i_tTdv-1tZnc5$0SXxK
zy@STh0}%xZ=1)(+_{6td2dmvDAKt#l=RBVwNZLQR@pgE;=Ra&(j2$Fs9F&=yV?6Ah
zL`<OBK5D(_zRv;l#Ct?GUWgj|<CK}Iy|a<bXl8H{gUwza5$WU7%o~nt?Rn~hSf|Z>
zj0zJ93{WuM=RT8Lc3V~y4YB@-TLSxNUn-`@*nmjc4$%Y_-9Oxn$BeAyZ|$JF-6~1^
z(O|!?KI@@Eqc!^bi(BRU`_IZH11$GLetNDJuR-&VzpM&y2%NX3y}dJqPy|%0m;Fw*
z_=B*WTWvOxhg10usa0+aW;xeMTL9*ECNbj;htayHts=9JFZxHtO6%<pH7|aPfU=a1
z_b<Tl*Vis<AJl{61Vl+wfpQs;1wv;_)tfcJEX$rRX7jA>7U~XJ9VEbx+v|2pj0|*i
zGBPIbcKyto-AN$UD==^5%TI#ujJ(NwdB@}e%}O%bh7qTVz?@kdXo){t)yPLmVim(+
zB@E{DjCtA72ZiP3eRso)APm@&dn69;;q@p<Qw%6K>zPQCVM>tuZ-Y;-conQvV!N|^
zb?H*i-j#18CIsB9!0QP+5H*%^L|NcWA^6#ce1f)goZQ(FgV1TVy|cu%MYF6L^aZhw
zlT{?_IGybQ8gjkqy)JmhDN$Ce_Vi9P_R|XIp|f&@BkyjSWxGFpBf;68LL;DDje+CK
zhG%-1Tqp(#W%(aAlS1-j%_8T2Jq4s^6pgmc!?U~CnWEEq4S2GJ$}zVBIy%%~!yvfZ
zi~Vu#iob-=pmui6A>ZYkR+qb%$di&Im!DlYU0q<dhz~G;EbD78^hA@#D(#IZqFkI5
z%SXr_J)dg&aFNunX#)5(HLG~4uIDOXY-Y_bMXKwN$o_-CBg>{r0Rsb}*(ATMR>VBN
zt%i1rqWX=8i6DU0QFAz-2V~L9YOO5Q>xR#c=eb=bRi-4ZiUzNKlS!EJ_1fzIGvNnt
zO&o&{Yt~n<ite;_MLe}S;aLw8i896Uq*Y~0?^@~M)RZnd1=JijrWr8+e#+-fQ9c>9
z%<gt|l<lMc-!+0;5T@ko&b@J-NYRJepzD@xpA7{iv3^-F%YLLs;oSlTZCp|&r}V|V
zQBP!v06z2jt=znljLd1>;{CmUuf$+k3NBV&lwsz%Z~G&;bG!ha!+W&~VTW7=l!Mrz
z0d0mEtjds3gg6OxR2MOgGgL{+OVQW}LXmymM*jrp8*CiP4vDK>P5Lp`SED7KgT8r$
zEvxN=PLYmmBVDix-mBRR#<W&uJX_}FV`Ih*d;W`sISWk2Ti+5)Z~UFhcqDeC=C93f
zjfvS<Hg_KDZ;!|B`B|x&CIB7#zUR>8Sb)>@$ZfOHu?1%I0-v#7teLBab9OF$Klr=n
z9KcRLqpJ=c-R8u*ECwjERFQ|xRf!1%9G0cRMQ1&(M~-U(8zDbNlSi6;mpJBA-)@xm
z!DshNHJgt~Zc4vznM?bLOS@8PDl9C-1DMIWgIepZP}iAxmf#zg>mPo8eklCN!zb%`
z`%1$-+LphI?QoIsN$95wnLk`CGnowrSoTGSPLlhZV>@C+okX!9HeNxc%JKbosS6Dh
zzS)4}yV_wAyb6ycHO(D1?}JF3`cY|TTozIr!Z5aPoZ)ka@|3MUOL183Uk6%ZW&yTt
zkJVvNq3NMA@i*^A`F=0IV19yIMyYBHW%wtzi(j^_^gPDE&Ee=^z0G`WKOX9}^|&KA
zH-B%sGAgJ-iIuE0LyQ9ccZ%C`3=p6$hdoYqd-`l^OE670>+N{;zZmTWIl+#b^C2wR
zCIEUv==9YIz}U3amRyeu5IVQza0Gu!)jM)f5CNyA97Po5Y@jaLdaCCG7@O$}BWOq4
z?E6(WPUku&y3SMxFUPG#($D>neDJ%N`y)eoyw&|u?7LqYoRSEO7O+P|N;J6f$LcRm
zrb5I>HVCxji0&ZV2sW)Dyb9+&Awt(EIZDPuhTf4^G@wB&3byZqZq}?`u3WFapRC&N
z`LK&Bzh9b1vP*1F`{f+RmX)!Oc&LYDUAtPj$x;VDZu`J?-j~36bIjY{|51RT;c?LQ
zCTOIz6ahbw`Et0%YV*za>J;~H?mug5FYa{!SN)cwWyu%JY3c@!XWt~Sv0-h4f%kRS
zOLnpXj-hZD-|5V?6m5SW&@k$Z70^I<pG*>QIfWXqfEywXX<}n|j80|?@4r!Fa=8hb
zbgMZhX}Vy#PWNCRRFSDz-cZ6fHC!>WfBUwdaq%YW9dxGXg4JB%-USelwwgU|3YDs^
zGn3h781Bu2FVTzc)|1>wQcnkxY9>|d_6^s$2Cd{|#^<bi2@>M39JPV|u8&m%Fz)J$
zE|=JhrgqapddqjL?LM-{Fuiy9DaS8zvZWiTS|dx*i(pF-drwf};8FVDPy}bZD=3!6
zUhq&lRgJv<+{kSDsSy+7W7}}~sF?3^q++>-)j(Y@d4)q~B%)2gw`v9YGOA^@_3qxa
z^1Uyv7}VuDNwk$-38rwR&x_i$4nextUyqCW6!0b$ULqWAZs2zTWastb!l@mY<&i?b
z?KCxF_F%Nx!{R{e)U0Wh8bW8W(pBVg9t(uOi#-KNrMh#qBI<<u&KM4rij;KX(*#!P
z`1(Qof{+Tgru*T`qFOTn-qE3yd+NKJV?fWr9%{M-9Bz|Z{toC;I(Bh8+e$&ad+-kr
zA3Xcv=3v~sZ^ssGwC-Mn&uFlcom5bN+}w)DnQXK^`FOeyBr)V_<Q))Szc2gHq%G#^
z;6NNv&kx;k&@PL~u2)gfd_UX{FxWqE^up3!mR#HQJEn4b+Cjc5OrO>g+&A$e;!C8n
zO#n%ZReuP6zG|HiI`jRQ2X)=qm_MxR!{f=6J3zV`Wksn@syGc0`iK%IRlQbCeg?25
z;l6aD4yWy(b^BsDwsW#D`qhfH=V!!}s>Ux5=C!VhA3kSFu-!*`SUM15YIP#qo)S&6
zU9PZ7aNc(S{X52U)di)cn;glrt7oGK9O^SnCKUfk-YT79)K{7AZxqZ{{(jieci>?x
z`(wNn1#4UoUteIa;1=_Dz+NGqAIzeib5>abevR#^t-W9#@d#TtqU(nueh+oZgxK}T
zP9My}X|8PZ)qoPKUqXJ=Lv<8m)oPB7?|LU27HUBv`6~OQIx6$JQ0qO!D)`jxCE5<J
zntsezI8eSusKI)jhMz%gKf!8AEF!~WWQ#2%n<309D=0C_jjpN~U&gG&_?OkSqqu;X
zGYY6?<@WROFT!)hURH4{yVyQHlw+O-f`vI5CyX+WiW@pJ+zjtit<z864N;$px#mA*
zCIsR+kM|E!Cpzbzi$i;Dr66+7bAl_}3toyUA|CzM`VE70ClkV<w|JXQ9~5@u<~0g8
zeQt9x>7KqerPP*A^?p9(I;_M?a$Q14Q$ozj6r@zN1dq4W7viJ}DOLuiYf8eXURl)0
zYmUM8*P>B=!p(Y~ZA;kXV2SD^-`n2T$;n8}aIxX=N)6xCF+I^kpiV#W|IV8;oazN)
z&5>;Wjcm3567*k~DEp9NXl>jR8$+^J%gv-?+){U~XFO79<Uw9vgJjj0%hzgN%Mq`p
z2q`nVvl}evr%RD?$FpVVZs&L<Cw9N<hikG{gMO4!Aa)ZOgjNf^iZ9b);tcc51bHia
zf@kVWORA7la581t3g1r}1El-3uXDavV`M#4T4!vgC{GsqHKk7KeISK)m4e09ol5A@
z<O~l2-m=5*`Y9alYZ~9PC$9QGcr$sRVEzYhg9JkV4iB>*QLc@uq#dp!ovIOLJMBxi
z9#Nnz)5^t3R*@|WLS+sX>-<U>A$gf$Fisbl0hyqT7Zco3EK~mcsNIAr(5R;Mwo%OV
ztbUl}B$!Voq3PSGG2g7vRJs}cL`pD?Lw+Mu_Yds%zTn#3)B|m;mOjr&5JJJx%eB`d
zNl|_m>%1I1wGKhHaxMv6Y$knj&457sM6W+Bjo9@DSp75q*ME2(5G5s-{8OC>kSSPo
zHhc_f@$&`MW9=KfZ&6YN#e_2h%_PY!>@aaa{M_}MQZ&t+VFpsL0_Lo%{oZp;<^en2
z6eL9zUg)IOa&b;5ARULB5$Klam97BrRXG-GM?1vt*dPEYA9J^ScrRN?8*0j%Mb&_>
zsj{h7isZeS=6ShMn`}p0*$FceN4-c3vc?2;m|fy3oCLkM(M^XWQP6Ug1nz_%KXT3&
zV2Qx0{}j2ujLQEzCGf9Zu+GP%?)z!l>ZJ8(z=GwbOs|!<*6Ga-s|6WGBTNinK1900
z6eLmP&rcox;BV2Tg{AcuB+BlEU3-JRaL~Jjgx*|B8BX@KSvQhjaLIu9Qx5neq*B*9
z3X?ckGBKMH;<D@)8W45(>nt(eDI>K=KZ?B#0{ZbeI$1j?Ok3ZgdcsE3fN_Y-lb2Bn
znoU3-qM&FvxN^%EF(8Z2k%rXD6gr6yY()_5NuB*m75}Nt|8O!SPa*|?M!;vJ#5y{<
zgUE-{O*@tS#`Xmz$v$UB+?01XHj?DQ#?|BR9sV#!J<|`Ep~0EQ_{<RL#+W%SCXB2S
zym3TC#`bpeOIq3be6fC{%{XP-TQxmgrc5+EiO-7Z;i1#BCkgFaSGf^U(Y_yF(^qeN
z3Dm0ysAgc{E}J5D9Dp}_5mAxZCj54QD)DQOt*c<H1r9yHK*VLEIva}9vJ$ogehpS4
zoT#YQ>%VLi3^pkQaOl}q<KH9?8Qfxu_&YQEOMhcz^9OKwQ?ey{vUIdG_<i)Bp-jQK
z9F8r_;oGS?!qWyt&odICzAP1dfP6th6^c@?HJ7zS){<*o?1@+I%#;ORO`$=hakRwt
z%b*h$N}IQhU&e|=k~WhQO!2z}Q9xLDU{N1vh5Cr%>_lUer|Gn?r*x%xapGPZ@x?nG
zzd;Z|I}j$SA|4tc!y7C8Uds0Yg<elorqh>hJM50NmGeW!1pIHB9s{7opXdMahCf7|
zdeDC%pPqPoUjr~5?6PrTMv*Ld&MrG0@DUjy8<Mo?MMegAZKWHh3gIZz7qi?S)bV7Z
zh(BMl@QmrvWqc-j=>(5s#-^IF=bec*nnAb2OwS4-(-dwZw^KLZG0Bf*LQjiyk<5@}
z!=^35mM+`5A@T2O9n4jNBn5{OIW7my1*Q#9QUrNG&+z={mAlEoG9&AkL7HDeqzU^l
zmmXmq$f%yR<f!mLXSVt}j@r?b#kuZm_=DwI!pmO_-LA*uWI(k2>QTi1#1l<5kieWk
z{pFya>@Qpdxs6sxj0gkA!cRx^23oFA3`dTsf7sAUmuptdsfOOzN44Q9npCY@VN0HJ
z;|--otg<5-+>$GjIOQr+JC*^%fkh9;4+`{OE*j}=+Sm$Vl?8n1Bu0{#VL1b9Ep@em
z_*a?qRyDjY*Q#X%a#sDMKb#BnB?zzXyf@{QZA0PnT#ORbz-*on&;8XVvjj%bqDZOJ
zuv*0tBghf*T@t2fvFoGrq)Qt+n?oV~ikB8{(?bVEazTc~8|+Xl2|?4aH)D$!`4UX<
z2kXL-K(<bQS`^0r@Q6?W72v<T>|gd1(8AvFO5XWXQo&CacMpxKUuK|4``slPgBMGp
zV)QpwN=AO%M=sKra(Ng;(+R<PZupXm1mSZ^*?rJ}k_$phRB$w$(2slLQU7t8`Amma
zTft9}Sc?!}%TjC}e?!>++Z}0dc6lVQK<T))yqk|2e(zyE<6OVG9`KXN0})sTk-_MY
zbE>es(z?Q(7wxB53-}>KWauhujT}rpwzLx(fo~iye6{RTwJ`S8u<|wC-x%~Hr~O0C
zd6KmLqTgS784R$v(9BvHq@5rb%phSAYJF6aSh@5w=Cv0sI#?DujOj&0MWbL+S$0hN
zTIv`j9op>}g07VOa-5gwKRlIDd#DrnqI;Pv$6<qHC#1(U@j0W7e-%MR+}?0Ja*?XQ
zPDgV&duwfeL8yVQ=JD;VsKd^n;_Su}2%FtTUbCc@t>imc@)z!#RE*e-l>zm>U@VW*
z{vMgJq05}v$~ZF{j(f)-+tH!Nx0&XkY^0rf$I@eA#IJ}|7D1_O+uxl^@9||Woxuf2
z6NbpS=oMf7;~syDYkv^4dx{dfY+SG=ao0eKmNv(|J<zCp1SB#_HChlEeF}a{Ta;hR
zN6JKB7}twtS@LT)`vbm%YxSpQ@OM2P%C>aqcEm{fQ%V?vKz=ys)Q1mZ;hsh+zvy0_
z1k&7xX<*JS^%DQwX{r0#DCqJQ2Uqpo+A|AhTpbD_?C;;YSwA83(+KLjL<cFhX=Slf
zK(J`X%WlkzEocKY8M{KENG#BtBXTJ~MxNZEHtnM_c-6KenCI$&BbX~8`U!9t+{C_r
z_V6cp`;9z*K>x2G*YXpp4RL_x$z>x_elgAjV%aF8JJt{Jn_@T75jJbCh;Bdd{V0~#
zvZTGfuNw<1JtdOx9<CP_PMM1Sl^z?VADIo}m{@bu>9&cK-tjF1RV#}}6Ow3HQj#hG
zeS=$q>s@w%+hK3{?c%{a<D}&|mfyUZQs~yqYV?>g7|@N32^d>GMOW3#wV2Xe=MP!;
zS<4yzko1<u?xHNseNa%{g{F!vL9y5QKIE#WyiwN?qVj<)iOU7Gi}4j5f}uBs&gxIy
zm;Z;xWlhocPWP|n%7O?_=OVyT*B>jr&U*D@)Mfc<`E5cYWogCI&WIz~<<!=~n6*gu
z0^>%jgy(aFTr;Ip<E5~awvJCQ%ncD_SEst6spIKWn30&#$HW-;0;ha=g7_#yqoZE$
zXDBG^p>jsx^3Y@ld*x2(e)4SkWT>d3wz@=q((_uFUnfai2|@eZA)I{O?Xo6uT#|1R
zpZ*vRxtM=yB?cyl%nwJY5AJ*S3)wDHzEZUX=&HCNn7^0xCn2f!^83!E^ba2-)(9$|
zjUeo#FJvpDShi7=Me-07DC}b$p$>9N5Yq9%war&q5PlclcH_L)^R=VzNXUC*dHu76
zI$H({Jfk6{fp(zy*Lq2@BF&-nw(nn~u_!0N4k^>W%D>XGmo6XK^!&U_p20@s9YqfS
zWdcwrpzVq-tBSw>#kJ~_%bLk+<r~7zf=vorkBz&vr0=`sTM*G5gBZ;Qbi!!KL5&IW
z&kQCh!QGDsNNIq|$7T7;31|%X-!og>dI5QRT8KC*40<P-Qv``<jUit#Hq%^^U~B^n
zB7<CZC0hkr&hQ8{lY*QMm8@ioC$n3QDDH=HuT-g3X2ksz5>|BX&$tjweB?N&i6O(y
zF4MHY*PQN2s-7rhZ`Z~OVP(>fX$`DrUR~o40^$w$Q&$Q-@-*}dZ--nz*n0Ihi({#d
zxiE5-#6R6~lDi=p{9otbzGwA7ycSd^zdVdac*^}j$bbO)mKKkH*WWRKrT-Hmm)Kjt
z>hz#^lHeI0Jfih@!wpencL~m=T!uxk09EVh*X^934vFyu2ZX_O9OxLHxVouwk0D>!
zbRv@0VO)_1mTt_*==i(DdQgCDi|`eA>w`(W?>kuf4PJ(c93dDZ{7)%iLb+n>!|*ks
zaZYLBW)&j}UpZ8-kPOk|47{RfdMWaTxfmFZK4P8w5$}hgeB*80@axx3wfv-A9YxkF
zvR8B0tsWN5+=9~0rWkHN0$kGCzu(c{>BT>-JI!$CeD4@R-XeW@i(buhcFu53c}KLK
zzs9W6;yXr(+t9+FPdLQ!%Y0qQReW88Ky7u64eE9!xikLc5_G^4Utb6Ak_Tsh)l6YR
zFa#-TT)N|KmI^bZ)5S;1fBldN_ufoNYi0`SOgTQ8rXY^*K(@?Ioq>#TYzW*&+Y%YP
z3k%4DY|fd%LfV?DCra5uUCvX>F-It|Z>z~O(>}a~BlUgD9`#qu!`S&R!Rv^}<zHIu
z-;V&z6QP6@Zz`a+jy;!p^5sxpv`Dg&@}*k_42AWymGM-x%Y>mTNXd+6kNFywe#4eb
zu<;yCI8#T78A;vj@EEtwf5w<Q94#tM>`ZYjqOC>fZjumpgfSr8rQ&%QYCOWUx%+7o
zmV&xp2{zLx$;N9aGAgvt#!~&WfvKKfA!}w1_h}oI3<4(w`;PICLfi<6^bL)K$5{Bo
zaey}csV_feW(%cMwQqmd{R-fjYaMO+D{Jw9X|`#*o>=N6o3^Qv)>(>D-Tn@TQ*_Gz
zkEF%c?_>;t<V_ko11<1te7fQsH`(NP=nAO0Xkg2yjxugA4})1RMtC4!+ndn*){n~f
zTqV`?jk1DZU+W~&N)G|&fSS`n=qudySJ=ArB4J=2TNNZw2Uixv6Qo)YaKiB86(7@`
zz2iVY@lxv!dkg7$RAaO#$z$DOgvmB2U(yu=pr?9o%RYX`R@5$4vS(a_(LMzE*BP9g
ztvZAO%v!IT(Jhy&PV)$k+5Kto>*J%dIck?}Uo+?Xwo=-MwuH}{*NcmnU#-eIrd;->
zmKo>G7k)UwYs><@!p94Xob%#g8jLD#0|Q`_j={ez&O8-75Xf^<9#KzYIMSBj0Cg}t
zAla0>S=5Y&&JyK}#vo@gYr50keQ}*3hoR;)n$~zIv7k3-HOQ<vk}mmU(-oLI$@<~2
z+x;Hn6}S0_-<$g*pUv`*9C`z%c8?ck5IUPj8oeZksWup*-d>RymoMiFP87g;QW_ge
z+#VM$=Uk?bmR~3a^Z}Aye%<E&2U;z;u<^r&%i}%f$0-Hvi7FpNf*}@H-9PQl-iA6D
zvCuT2laH~`tW@rPpWtJm+wq-6V&b83uoIfj)>#?GjM<N??~58Pn&ucn8jV90s?Cq-
zIjb3=-De+eaeVM9B}|>f`lHJpci+E#E4G>JHrI}U-)X2?V|kBQ=&}?cF@a}2bj51c
zq%Rj%pqF&N2z&}7(XEdUBlo$*Qjv1a!<$Ktv+kbrH+a>TNmXt{jIM@;l|O7QOzQj-
z)klSAg^zDuJ~gy-9<$zOReV1E;b_I%Kk@y=jj~I7P9gL&1a|8Yj6tSAUwr$c?TH{n
z_A_IE8*TGTqq^((ALKRD)fb5DvqM941}kLD8T%hj)F9<s=Q<)Wg)=g1HGhP;6Th;1
z*_rSZXli4A-)GvDLIyb)4`~dD;cW;VzXIALXB62af*R=9F;Zf0K=iA^TCGE+RhWUi
zMCwHPl#p<FtHPQ37w^ED+hHbWzcyq=XG9W0$#}w`NWdHW-h+gFcD~E4RnX5(8h1V=
z5)7iLy{gC__oplS$o*<I+`^N9oL3b8&Or(Z#$usb^~+3zFM7i@2-Kg*oKbG4BfEL!
zxYp<LKzkX5$dPTBy|_@O#|-+Ye1#86vTk|4|LOoxM_hp3+$Tj$&GC93=1HV*e<k9(
z1vI7)?d?}X=v?o*lK4~|%v##mXHc0#yM|pmb1G?hay}nD4JU9}T67(rB~J`|Eh->M
zowp;HQZ*9@#EiV{%oMYMjQthpuo(+g=*dCr8%;nfwuXNov>GtdfobmokQm?4)NXf<
zZD#F6<7jJtt8dAF)VG;N7rg=ho<?Vw%8&o*$UfqWPpxSABRaR2gh8PN#C^WpxAy^5
zvKU`r>Uk_rjv1s=#+ueWSF|q)jGE3**9r<<f#WJ!t6n|DhG)Lt+eKs_bPk}vEW7!w
zQ^|=4lN=Rp^k^joof}230-%GSU{`q>C~io-I!&!+)l5znZ*rL<#4W*`xUtbi8P5EQ
z6gl>L;exlR@^b~L&?vA+R1jRDSfX?@oh!}qx<U=4cr>A;XfLK<+Zy6d-SXm5)7pTv
zv(L`L8VV2&x3RQ{wDx?fZeO~xl`S@@vdNyl27I|W^Ht2_EkVeI-w5or^*QePab1b+
z?m1)Mg^L>?QYTy75Y`n+?nc2{r;)hRc7Yy4oysp~rV8DP;Wh<fPynt0$r~68h*7n@
z1g0u9cyAY-M`P9#&|u#D=_8$M(@W0I&8^w1YbpTLDTeaL{6%LYK%YsPPa9Hy>a;`(
z14j3#9}mnJCroilZhxsg4w3+4nud0}SFF}*@72k<!fYRd|0sn(6T_^=ad_0?{R8`K
z<vu2>?N!l1b+%fQs<DqOmY%ehK&hXJ4Xbaq-63p+pw;sK+7P}DjIyGk>7cD=K*~#O
zjo!$Z%u7i?JYJv61Q-X@bzMw=;l&{OUl$Fc3i0Gtu38!ed%Dx#;@sAix5|?Ibp3^<
zFyfs+vS#gNLm$Bd0=>%37cqonP}s?rBnB1Ix`V7dZHd&4<qS3X&^q|1d{16@<W7)c
zS;|WLr9kt#D%!P8es1}w68yGRzob|?tEEdJXwyecVWEU)>X5IMc=71Yu~7(bN@3+N
z+d)cyCY6J|?X%d;;jLjs#*Zz2C~ymU6Xog$_bI>t4?8CZO-)Ui*Orc}=5NMJOOfZ*
zyO4*M2%~@*1Gmk23DQ6U!u9x?N9x<3{=To@?nU5q)cHHJY1|#;4@@YX+#}}t>M#B3
znTu}by(v(xIY_eO#Nu>C#aKBow3ef=gehafe*~_&7EXfwbR)#|?u(UGFEFiod7A7h
zrb}Sl3v?!+4F7Ia=dhKNn`~^#_xDAJWf*AeDlO)lFm-gBHUzV%&&XfPJ;`~Y>QGIm
zZZk(Qo#=BX5dx(OkHFBb<LddQF0J>^$N$o>?)GAGXvq4sAmk<YC!NIx#U!AVFs-o>
zM|ydCP&Zj^QFr*kvUsy5FPCA?xwo|z+|T&9HVkN1dv%-DCD@!&zxBiXr_S>^*G?^N
zq{PRlw8F-dfI=hHF-#8QUuZGO;t*gIXo6%ht^%0n?@y>=WYn81m}LW+G6tKLf~yuE
zveSvJy4&AZO0N~Zf{QU;P@bGiRH-r@t$&Z<a_+8He}4f8JAEV=$s>x|Q^n8alwDtg
z*iZKoQoEW49%rZ*9|i?TNa92qbA(>;K?aOY57iSWC-~AYRj%lHYDPL5C1Ud6zLTXM
zjP6-6hbj}H`Z=@~frKYx?<S#55_M`1ur;pw^1^xYLD-*}vy6hiSjF)qCu<7fiVe^r
z(-)YQDRn=nB16;r+ywUMuFZs-M;lBRJ`7AkEBV&(d@jn9iYWr&TMunQ>e_Xije0+u
zdK})4A~yAucEJrk)(c$g`CL3*1-+3fug93fm)}kJ?6*U_q{aK0;7wf1E=Z*dpo<;G
zpF>#r991vV$`IML>obdjg_57B;I(d`k)PA}rtN8-8<>*ISE_Q@t-M)iaDpe`Q13Vs
z%1U-Lr=s?3>>4!#rZ}Gjr8<B3L>iY7U=ls|<H>)@P2_yuZ)0g(R<^V7(?5o{I_!_D
z6-&5Ja}5OVStVcdCU=4h&}sN^wBBLa`$^=FRENYMsZ>ByGO;D6!;9+3DWs!`EVUQ=
zK?kMCKRC$J7qlTS@Vz^`yrVQMhrtS>Nd?I{r=-GAIE;1Kh0>&!43NbYRiIJO!&0lc
zlADOfjL4{58HqL_&HSLFptW>*3l>w!IhixItln!Jn;)qBQkF}Ec9E{IvR^v4)HtMy
z?|LM-AUv#4t&ioFZiFPq&GEqj=JW{qD(`tcnporF&^`}6@W1T5n_tQUX7>a?B}FY0
zi#;XQKo9>@eahtyw9nboqQ2xo(tt;4eSZ{r@->IRz;H<k6RUAxk1kJ2>spwf-0uH1
zcGhuKZe6?HDk`mX*P>gxMRBockgi2{OM?=UQj6|Vy1N^Z?(UE-C8g^;fctyh@3+tI
zoWBKJ&$H$nbIfs%`x?Tg2y~-b!b!RX^Uor2=%AmF-1*NSv=IZH!NQ>f-i?yFN4x=z
z?fKX&TjW3)!QLK!ei*i=>xD*7CJCnz!khZA<i##}3|X=F*IF(nWEE)U!?4{LNhO?M
zKKnS>teVTJY%}sVKW{#K*|#ai`wz7U;}yDc@SB?#b@61NW|>EmVPo7n4!ngJqG%ba
z!ZZjsR9FO6ym7Ics;2vz&+pWW7e0fDkFfr%*M1dUrhCryryipXG_LaF*$9xmU_0dz
z6aF0e*wDW#!wHR<e%9YbQD)UzfSO}`pHXr{ap=>H!1pzqUUmsJbBPgs!`^~0#;!K=
zO!;s(oA$?hD!l`UAM4K>>8LScl3lb^o?QeG%gDEm1{gk9J2SWUuK!i*8tYZb&|>vD
zC@+X5<TTV)qmgo%u3KMbR*Rzb6L$M2Lk=qyU6$t|qs2MvD3_{XjEV<YMryp`vB_zw
zSn=IRS+cNbx>P$JagL~BMDI;b*_+@%JL>f5I22r1wu;+Z_@A+vC0Ia*TPQ9d<q-el
z!AU_3{Qr1v;3txU>@><k?ePx%!u>deH)w@JOz|aQpgilR3vw+5V7$2KzEmwLfvhe!
zw&#c{apogVzYJ*=_`z>CXg_`CaCQ?<x6S0gL?6otHG@=Ce$HL}Vm1B>@;odcvRGHU
z?uWR4LK~KeP|cvi{L4~}LMar+{!ucknLT@NaEt+$(7-px@_L+^??z)`3?$4gtg$F9
zL8G>aNCpl~qO!HJIy+}ev@w4X9tiZ+f6>H&E$1zsk$=vp&5TRSfk8&OwVgWd*Q-aF
z<l<eC>_2oQ<+R&)9_pL3r!UH&B_g`n#m0{QSRdW16H8iVOtN##yyUO`34X4EMfY8@
zQs{BMLU&+q9R4m72U*syM`hw0xl3?Q9tgwfbAc4LW0?|{_qOGha(gZstKWfEX${6!
z+7HyK{1_R2X1VZ!oiuTeoX`^YR+<gZ8N#&GBBtWbkh(#I3ZI2V4e}G^>UtZV@U>r-
z)Fh-Ln`a({Dsz5|a;(SVDfUtEU7xd96sup&(Dy_uL=l6ZPOqcFO3C!zY*FRO?h<;^
zEA!;Gj1;Q9cMkraXS^*7q9cQV3dVhb@UB>m@Pv63CmC7x`S@4S^{?2UnyWHOmYa-v
zE=m~Zk5Me#3w8xzKZ|oMNoQE;RA!DRB%2A2GQ8Bjbb^;<D}1Dhx=J>m$TxR0l=9Xw
z3lmfIHKYs0=540Kv72=p)3w>F4j~qKlSq&T;&$-~l#)OGEZ5LQH{>#6&^_}*oe;mS
zI&~eNCzTgoW5^bXD2LD+!c)GO*aNc3E@PA?eG(hX4^44c6Gfn56ODKziO+ui#KKl7
z;-ON7N`yU?N3<aw?Y0w+^WtQL?YgGLAire!fkK9-r%Ry!{j-k4BR%`Gpsjtox_{T#
z?l<}#u!(E@2ep|ubA^bK(1Y@NV&{9Y<VZx~DJyZ&Uzk!r48)lhh~w0bPa5dYuubJ)
zENm^@qpOA=lXJx)<Y*RtIfIIAtQFq*v@?4)>1xZV;1z($yJ}m%n&z`Anj~gP^!0p?
z7fAV75vJr2#IJFnGFc4^#T?DV@^!)N_A<yCZHMD<X;F`JsQxRqq7N!U7ga0Nx6R^O
zy>_|BNX(I4pe8BWp7+IrNMmt?QlxnR{}U9h#~^P4<+M6#oqFNd@}2(x9p!&L>URct
zr{8r$JkTd*PDBpx;<Y7um}*$>xM;LDRR*{K%v;EkgoGAF6V+*1oreRw@`0D#yCB=5
z<^69)nIg$OSBdE^zICN>V0zAB+&HuezbVol<65c=mV?8bE~W1JPO^az^9jX}cCLa@
z0>{v5R@d@hgK~Len84>R=g9~bL)K+qLKn8<$}v$vG?Bc<OE)-IlFcF%EG5{&mY357
z9Zdctm-)gnR<@@dQJfaR$~%wZ(eA~FVCGF}5dUkMvYV0i*|_edXjk~YoEpDo?>YXR
zjR0`J+~woiw_=RrpViT?{|Q&|K~pS&ts>~K;*QYI@`k6#-rRIO=n973yxBT+8@LjX
z?wg%oOEoSvxD_=XyWf9(SFdgka+F->%OGszS4krZGkjWs9>=Qe#3AOzj`S6aF9VI@
zOE`R{ZZNwBn~tQRx}RRj{$PL{cupkw)#lsm9ldo&tod?gGLodYex*#2=wj#~YhS)3
zO@ZcPlg4Z@_}<U31Eye7wjGzEp?vv8=O>B<>j4<Xyeb;;x~T4cZD=Hit^F(1dMbcC
z@mCVueE}HG|6Me~Ri@L#pOPB7BnVJKr6FbLW>If?L^o7MY$v<RHhiHAN{`W0V|KqQ
zqOJ*Vand$*XH4X){1wvzhn1tgA8YfPJMJuZA<C-6n4!3H0ynmIAjo*QGOj+yT!9YF
z=BaN~;-r(YwH5POE6bE?7aQHcv+bN8HNSS`=u2!wFx~{=yqMnHM1`>HR^xy{a<(>K
zY0g$8tJ0rb=hGOupNN_YL<WnseWuQ&>0ndy+fQaw=1hC4p7s4Ho=r`_Ad<pB4;2|d
z<|DrEaUv*mJy5bdrnT3v?kzko{QjR?75E96a{uC2ti*;pluUxkglK00E#e!}IYYaB
zm61ns_E1<$Wgkv%f#Fz`R5uz&uHaaUNV?ULLP}15x|D)Rzm{pO4*L}JP0vH%-yGW0
zLFK9|Dr*o&sd@rN7bF8IM3v)uKT?LEk1tMa(&umps_@9%n3fSCbh4FBc$Pa+D5ue+
z+8sU57A7`CqqHo3CGwLO;tD3$k`YUAO3fR7duw$}KN*d#8xKL65gfDY!=SBO1^SBU
zh06fl=Ru8#P(?CuDrJ<;=^07tWm7$i_7AXN6-@Z?qz^Z}=k2Xkvh+5E`cspFTXu9i
z_W!5mjSFbW$;dp?g#IL}8M<4vg{Z?C>WV}Zhx&$2m+|(P50XbY#D>%&in!OJq7f-o
zmQfqql<lFavfwR>xR)c5apPeD965U{>P}${)|6x&OT625mhG&j9qE+$3S)+2uHrS2
z(J<;b=jQgM1pEWmRn8m^6{nI?)77a#sM$Eie87$`;#D=~T3kIr`&Vtuc*H0ZilEK3
z48{`r9bG+<bem8C&-7#{`8OpA_=ri;@57D*1|cyN(jSs%^6MhEhN6yE+;LPF1auv1
zFU5zy=!JCTDc$L(_lMJ;<#k-Jx6jjittW!4wA0$urXnnGtFg9`QJGsHtXD~a4kPaX
z<dGY^-)7p>s_gZh0Z>^fQ}v{_uydA%(tjx^`)7RgBue5}v6fYNC^N@f&*Jf7H;W1>
zo5i4T0~cdc-@hoXiW~Ye!d`-J{wof|KoSAVk0HlgR$$OcHOv~RXr$arAwpk&TEpH+
z|Dh#!%)T>Z1YKlGP6&Fw$OF|}LC|^F5viw|c@w1<loE!>BIYx6Tx6U*A(snNb9o8R
z2Ka5}PnRND$J8a7Bc{a9G^y0HcE}i!`ECe#-6C9A^&2$1i-evkY?&`(Rb+RQ!rn2o
z#6-4B9vE`m>2?1T>d<d>=YNDcpjqY4hX*9!slwinsNm5sHT^JqNg;7r?;4E9jgk<$
zt+(rLId(PzOvJY7!I8>za39)#gqc6h*}(7=7U`SZ?1DBzj*7+<Ux@py+UwXz0i}F+
zDMcRLz=0x9=0b_GB870QbrH+&bMPVi`cBv<p18hC-H4AXdh9zFmHpZAhX$vu(wO7=
zce_W88F=L!>{>4K!|0}>Srwh>KUj_@N{nT{!_XhVaAuA@+z}@;V1;MppJ4egUu#pY
z;*5Qu=IjsewSdg_@E6AWTOs24YX*7bz2EHw|DLW;A)x6vhQy{ydgH5p!6QIP$i-nb
zT&A#j*k&zDv6GP>NgiLWQwkqp%_G-Ocg6E96BczL;jea`W1OKcAwDX39YH}T71xo2
z8N$PKGW-j=+7cyC6c@UdS|3HDs{ie$wikxxF_mJPBo*CJq6cAnCPfMMC+1JqPO{mu
z5PHRqb^@)IoyR(FRjEWUNw%;ZG0ZZ2F6z*abepQ+0)iDx!3OQ$&A&_%Jq6V{p~KJ0
zZMJoX2roO(7urJ#z-zqY6g<jOzHLABtY^ffULJY|FTDdURbNyn$Ur}K>`we}fY873
z{62U4PqHHAOBhom6Ayi7&i)uAk=uqyt==5@*^AvxTf9QLIVMxUWIs)5DKNt%Cv)G`
zAn=XL(Bu&~T4BwdDkf}-w;r<vlR7PjziSK6)(0Pi{ZyMQ8|@sQg`aT3NeKBNhM3N5
z0yo4u&T9Apo+GJs{n|yK`2i{chb1SfZM~v=8t3Q!Z(7_;(P%vO1|63!5y*8Q_fkS+
zMh{($%zbT%SKy7On(eCy8E1as-^7AYsTvQVBRtdrZS-N}?YOsT*8i;G+r;`GS4OdB
ze4VQQ+2G+2X#13`n-S4#ekyGe7xn`(DZEuKvO-&LxSo+oRoYI4hDKV;W1nYnMO!)0
zPkab9g{5B7jmB!YGy(Yv)0SNrxY>^&$*@<|rFgI%mnCJ7q-Sa0M<(<+`zN*}b<?C)
zIn+d7F}_TJh>p>3_qxNkv51q?$QDFqn2L;&Q5SjEi#e~e=}HEC8{iJujwK}SbK{w5
zu}jCdHUz+=116dIp=Gs_x|Xa17}Q|i$EG{4kLbA9MjIEyXy<^{`%%H;&U5(!;lDkX
zf8?D~(j2CtdkFi_CVt}1Vg5{f76->(|Jjo&CykrEa5-RcB%0qvDMym7$2(GvewCN%
zLh4X4aLESm^%Gh%gC>b2oHE?eBeq}mI+|hlRl|E{R^+i^5OH;jPJ45CiXMduY{bdI
z;A#riocJH^_7j@H>S?Gi+|01zZaB$@MGgxM#f2G{BF{}JLHiYU?Dk?j8S(oO-hP8t
zEbrgWG+WZdoy^!*vnz9pb{zCSbeH`*>9~6?rUw9V^dIe4x8YfY4Gp69a~(d)Lz3TY
zS{M3hLJ8gBsRy*rutPUOKh^@x*|<ygDzVy}3?08OIM*la;RB7Z!JnmGV_ocEw4=Qw
zPZu_w9bZ{Ieg2GTH5B`JpBID)^7vi^iEG!aw9~vO_S%8A^BX6+>a6K1F(%12syZd@
z=}bU_!l5u42BoEd73W)a?qM%RwCd!u;TirC)dF3~?u#D1C~qs_r&f<|PY;S%22hLV
zKZM&DQiR?A&K-fCtUYiXynPFC+J>z0Pxc)tQ%bb*SHp0kdPuF6-Z6V|?5UAGdQ+7s
zFs=C7HY%i&t|ifB!#26K05|c+de7U6L@NSEI&q}dH1)gvO}%KF@_gXfJ;&mNn+P*=
zu~g%iiyhc>Q=U{6zv)>p>TxpQ;A%8k2^>+}u{2P3(7&j>s!+)0$`M9xL0`);e6Jr?
zu7e?9wdm|9z#&q_g5pHIxB+fE3zl<UgbpD}%;(u|_iBl3Q5>cN2_q>8?A`X)otxzy
z|KSgHu6h2fpV9I%FE>6-BmyP}fWjhjbJ-2}ZE|x>0W{6|$*zF&X8{?3)$chMAwxS&
zZdYp~1JxxB)8Z0r%uVkSW*cvTL~B=O{|+RQ+OKyY7rv{1LTf)wY!FzvIc-~n6l&A~
zL?QqnIbJyT>xZpXlFh;E7}xc3&4%iT=1(Mr2s7P)BvyUWXp{h8iK6RjYXPFl@z`15
zI{(426jx&1I`NzG$1Jy<a_}7`9X}j<Wg~2F8khTT5-v_#P#xT^eX5F@_7_RvkEhKx
zl>7N?F6YV5m5!l}E=MgB(bs40T30jm!d5^R`<rKOO{q{-9gXWnpj>OS770KS#kV10
zQJZXr17{ui3)e}0nLC1O`D{j#e_Q7A7C!7o0A{$`Kj+9)cadDjO!U&_BSYYA!5+xE
zC*X-XO!}7AtBG>rIIX7KE|^K4d47+Kcvic0p~XNu#j{EH!eaKpNIMZgJyF)MUC7Nv
zDKqT5xIXDOR(}DQ+wj<CEh3l(O+=cM0Q}kY)6e9oNd1E6sYo)$b1yBnVgUkCFTd^q
zpyBNS8s61XaE;@<TNnee0jRud&NM7nxjFGFs8miBoc=X(%1o6`lt7i#7O_J9*J{Bz
z+xrsn^wYOvr_R`$?l2*7XJd1I6-u4{Qi|SEzkTftA(fxGofSD4{P^Jn>ai~P{ZCX;
zVh3v=<gs76gC85#6!CZc2*T@gLkd5Q*RhqTJT(BW|9hN=0;N(eZ~S#twjR4YU8Wg3
zMeq61C<WY#!{x|~r2cwP1Kp6e*yT1_cek_Y16uKC>T4`l{9Y@&-UN-S7DoYY9l&$N
zd`pArcXjz{-63@~n=V`6-Yx76usY57Dh1*~`GN92pbst#4)U7-ExwJ`i9fz&%X(Q=
z?<68MUiSzGMl)*EnzneO{UidE@{cQv7fCl5QPI&q0&h;Ap}Ag}b#$w~=m5(0?v}&Z
zr0~fft_#Ltfa0mBNZ@DuYeR<<g;AwC(odRSN9_aOEnd-;dRGk0+;ACuNq^Vx@K{Gt
zQOebo{MK8O>NN*&n}oq6F2%L>Jpm!Pu7Vp=WiEgeL7;A8ZmwD7#)bwXm>J5CLxRgw
zn&=eNxy5~iON4fE2uW0$Pf3FTV-ZPaSavz9>8Li)8E)`lJ9?F*kSrB2f0n*mT)O$7
zyC_0GK59NYU1c=@yq{#7gIo82sk+O>agr9ZGQduHO@FV{z2C>;y8nc!%0-AEL{IIX
z(^6_RhQR=&sDN+%^xYXg=)D!-Cn~DRveyF?;ai(ql=6bW&SZ|V+iuYKRaqVTQwy`u
z$mr<uxf(`1P={_GluT$%vri~*kacg@MBQ6b3IAmd{eZ{dOVP(3Bz|qC<9_WA=*v~8
z%9EmCwoxqBB@mkwhi~bbWN}YMx~=;rOW>#6q<(g<T5zT^j5qnXwVK;0<E{o;&&D?_
zco%kn1WH*xI9z+5NQ{h<6+AdYSQHotARJ}%07Vbc?6yAoL|y6trqHp0L=Jo={chD`
zz-mg_H|xd7g15Em!{%syviJyq?*QJRU1oI-m(#yw^^KAwqFuznw;<J{XFZM$U~a?S
zy~BP1o2}83RfCM4m?F*7>2ML^s}8n-#u|XI^oh8>Hno1#+H+iIt(u94$sMlZy5cJ3
z)7{<TaSFg91@wUDLs!pUP7J5s%<fGK#xx%7KJ(w$NIN#0Q;{$8@ss8|`hMYl)1Vg;
z$NR<obFx5BmL%R)frNC;N%HRT?m`{lZgXt<z*^|0dxz#g*Y}dX>B_o^(Ryzx?7S&L
zQgF3ebWOM3@=Q6u=BJT6RVuKz*A$X?h_9BPxnJc;6xM9zOZvKNvAXS|0bi9Q2!K8-
zN4vg_l37sudh2TV@)ntB`ew;0Sri;1(70!|P<?oYGhdjSJJr~*2)Hv{PIi;)zi&6q
z7VAh*ExVo^jLbyS(e7tT5z$Xr+7Mc|Hr{*d&N!{0E01pZ&7s=ir4ZaCpqE5tp;6$b
ziEoYR=3SpXS8p`mt&nswZDyR!3vfj%^t-Zvmugv8vdp$xMKTS#E%U!s3FdRSnR=#q
z<}>mPkUrh1mXEd+-3DKOIN4oD@M{moJ02?{oU1hg)U?|JpkQXy%>WDrxNYegMMmZL
z4qO}o>ERZWN>yHd?@z{QB-rp>)7V=PtzLce(Ttz<AD#>Ff7bRxqx-RPpIb<9-6E0z
zG2cA8(bJi)5!1!yBGk%(X+y0C0+M{V1`)%iog0n@`$ORxu4xf*U<U>l)(LnqJ7<(e
z=RwF@weHpw<fO4Uxz_eE=J1@@(zgE1g6Am^V_R<7`B|Bg5FSORFYoD1DK=EY1QHNB
zIYJmvG5(T()$-Tor**0d#HI5-;9fENu_S~qwo|Fzlvi}AyInN!@?;z(a4j;@X+q0U
zdd8=DTFPFF`w$y+zCF9`i@e#PX7aN=S8>}v+Y0c!W~HXqr`Fp6KC1R<3$Lfjl@lHX
z>Xmn1!PU?A1?a9PKp5i!Fmh*YKSR)lxEkFqamT<Go!`3wwiw3HrH=$qs@h+Q0<-JH
z==1^l=dI<B#PO~E)YCiw_0|0HK;{msh8d-9bs?`Y7Yx|Dk{tUb&nA{b5+L9*61S4V
zV0XQk<*D^~=<(~Q?b;5)26xN9^-UyChsKlK!a`T~-=@0zU?|GuvFms)Q!nysav2Gy
zp)o%{f8~6;-`YM;6tK+2e)XaU<V3p>M)%pF=80Tv=IfPyJ`!@Eu}7d(QP=iB?5T5d
zU9Rc3dq9_a!|b1WXFH65Nxk)Maf>P_j$N)5HlYnwF}*Ya4vcBn_eXS1`{%aw-4cM)
z%w;FW{d#o7%B9xy+wo5ntEPq}E=Pg=K8b51fE^7S9arZQ!B&i{E|VYWnFN#klAVwH
zBpTVwzP4l}a9LSd_5;Q~=lO`D&+cD|fOJ4sOl&PYP-e8!Z-N@gmcH5<j9B>YUI3QB
z&S2lns}lm(@i;c#N!upcG<V07jETz)kFBlg1os1x<B1VzfnTK(GJ4KQ{rq}>p`62P
zK0G6@uzt-=DZR9G!hRz8HkA?+@y%})3_h1|I*S{eE`h57uUNydl|2olI8#*Vbkx;c
zG}C+M=8u&Ja7<pPOKx&mct<wYhD2ubEN++YlN-E1$i58trXQXCb&|!oSZI{GuyINv
z!higstPva%l+%2**`c*Lcu!hc#X5;0wda|+G`#tkbYmw3WzO#%Cj*qJ?`ccFP9QVC
zpm4lBl|bK<%Y9Ig^Vv|BY`k?%8f^@okrTZ?X=gV<Qy-BLUnueQvczuVg&2U17Q7ys
z3SPD|@8xs&u_q{a@NHf5^khV)X@4^pg@DU4FaJl)!1^)&&+<1F+b&=`0MU$^@N#ok
zrs1Xg*KmNEW;Lg@Q0Eu|AY%ce-Tp86XImp#9sMUbD?aMnH`4pLUM{XJ*#xMr7~;y%
zmuQHGQ|6gmGfR0<;8=JG&w_fR5=rm&8jqjaN6|tLs9N9=TI)u@*}80K?Q#|y_)D?y
zhr7PP(s8Z^b!)s_95C|>v)x|a$~T#oSj;0v?`9U*F?7nD-bd2yW^?$T)QQhNsq~TZ
zCf;8kh>X!(EWk{v3gPB|hs;(^RVIWf)Z~_iH)(^oY~W=2w;|)+FN1F98d$ONTN>%&
zUcqTI>6(SJrM408o<waNSe^*V%O~fodWTUX7h|R)u4WpwP^K&V*6Te({E<dU7mc|!
zimyzqet~b4n)0ML4>X+ooL0~r-(pgqGXD_U;l26m9voqIvrI|fFD!KOs9J@TxG`Av
zc|pGR95sH~s>bYiHB(b5EGs^NdNo|`L31w{-DdKSAS%21k1~Bumnq2==^9hj_WT7k
z`DI+v#`75-yib*O#;F7TBMJ{OfZgE%%{HXJN?uFBNm=);AIDaWZ?hd(8vm1+g^qkH
z6a2oC-(8GiNY(vtUU~eUyFsPrhVYpt+!`4JGp<a^&{bGx6&@uV5)z}RkTw(lw2a7?
zy|FjJL>9%Y`@;cIeX0tf@Sa4^0^qec)6IX?&E-tlYyAfQUHPfdU-_udlG(=saQUTz
zcx+r{TRGJH5PmWdT-Fj*|BPN|&ut2r5upk+v~-rcqGzUzVUig5vUd!Tjm#ETw$S%j
z+ShgS>l$G?e(qH)7WT2$zy<dy)54Oz;!}~Om#k6`sycK<e>wvFGxiR~VbCiDcEm#!
zUADCugZvSY>Mgcp5O&}G9!pU#GC6mrbdmmT*C-nL+paMr?2TX51%K_)+cw02q(22G
z;S<?Uof2s_J9Jz{hP8W0MCZH5m@u9_hbb_zg39g+^%Duny4IjLIha%|4plB0>6ibA
z9;Vl6pWlT<Q(25Ok+@1LqyDhb=jX`Eq3t~A<zpiQR$(kEHixtg8=l54XT?eo5srjF
z26|jr;b@+odN(w~uU9s!E8D!c#Jryl|IsW<HL2Kh`#x4M=SWam;+v4uW#Jf2^{Ead
zrzEM@B$XNE3Jr)-muep<>oqb<j|r^{B8nj!P6rf$46WF45B1)Wa5PCZzfTp5#N9KZ
z{YUi$aC7{v2;I9mPH)vO7AbF=6wSUR8UuX%55&=6B?gc8a#vqW<w{#}@)`~Pni;P9
zJRMY?8_xYCjg^2lG{whBDe4SCH%kEibd{6pbrg|po35LGnrL+QTtT~1?50|vD1=U9
zDi%du30b3(f~jFp-%vI%!u*{<ggrjds5l|hmrnRI<ce(SDGE#wYu5Ymn$@^pV8f>j
z-$Ka))x87|*`)*GUmI^ciF)T6J&_81+($%>ambk$BM1L(7Tv8N;fh$C*}E-%{ZL_%
zQ5vxP8MaBqYqtodd5cpP7TWo#a!vS1^8$n^)Z6ClKg;PW=oA3qcIR&m>23$y86@Vw
zxSzPN<UPg4vN7J}r3A$XDMYZSn67t6me*<`DeFf$LtQ%U(vy2QLhA{@vpW4P_Cbq&
zt+_vd13Lk{QWls|!v}2H?fuEGrgANn@JKY7nPzL^JXru;t*kp5Jt6`xj4)d6kqPf7
zxkt3eFC5>Lo0b6fI%jvW23<(h5F!f2f`=c!1M|#m+Zl0DU$sGNXdg$oErI-@>3b%b
z96I)>`3Sk49)&aoI;O-I8a<ITRWh94L-JcmMHGaLj1Tvo4<O!E4R5`ee+RbvZ~4~e
z^1E)VRuU9T1Z(7$tNy~Ij3_|?()qIPoSQD>hK!CaB1!sOpYC))7_sD4AAei8N0=qn
zoZ=xVZ)QD|*D0yJ=nD3b(0{b0I`>s`VoabnsM*lfv&LC$^HaWeMZ#)#4yjqVxIeOP
zaF)XxHt|(#`|sj?!3yR%7jP}mw-M7p74!okkqVL7<Tc(%H0%&)CekXxE?3$YDtAUn
zIK@Dzv^CQNhhh}X%ufy-oIh>2xIdwoJD2(8X)V$H?Cx3d&)a=0j#lU|(T=b4s&GG1
zUBk?QIac5@0PfE<4t4oo{5dfd@*jU=2wA~s-n=07oY=Q<Uh#U%d95}p?}eb$wlGe*
zWYgfc3(iY}P!U=XMzf)RRgWE%*E*8y!Wa`Fn^qu)p7Kk3P$sK;>8!3D-w3xii{Ohz
zG)i!oPy$_f4E}>G*;@0?&*uG-c_s?xvURzeS>BtX1|5<)$r*1_GQ+s@dvL8+0yzcg
zLH6IkIhdjJG8D?j#;an-lRgp3uY+k6Z+`eo5OL3T_I1&9J1ED#bV%}hd(8Hvs=uX~
z7yJ4F3J}xmsPEQt7v=LJsMq8_V%o4h0J8)%G@uHZ9*@jZs5+BI_bcB{OHztjfFOgC
zTplKl5?-#azmvu|TPnA;uj1B^9^=@Hb^Ouo3w(o13fj@5oO8C#K1pt&u{BnowDyBh
zDD46WD@aZxUJz1~Nr()2kj2td*bW(c+k)uO9`uQ-<hco(vdVzz=}OTc8?C(<uuT`&
zFQ$0I6~-WnW(RXoS|KISj>`waE21^k(`VQ^Aq<zHs`SMBO5vfdEzbz+UU$CO6fJ;A
zu%u`G?k~A(Zj(c~yQx4)qiKKppW}o2<kBToy9NzhP<BV#u%%ar%h@&bEHz90(8!+d
z5o#i^6@>%(v_u4wY0x<Wj4z(-sz`4us}Ro?Vo<gni<YJa)?Kz}FI0fzfH9!Io@|jW
zRUn9??Y$U6Q=o%<4a<xw#!*JqOT(9_EyepRxb{dVGvvT-(~`uVqz?~UIJOb8g6`<D
z^Cj9o@>8tK^=TIjzD8D67Qe!T@)tS$y*zbSToh#zb8=0c`Ln;G>v8UXjvKJ|@M~B`
z{%B`j`Xz%<w|p9@)Ok5eAo=DfrEK8jWE+cA{JLmL4p1c&PYA*nB`@`!^6M6oY)iMs
z76zrOVZpjl<PLK*uT&J$>c{qcb(FHoX*R{kMPK1L*QJ@%>aZ10ouM@vuo_rKGPFv{
zC8KSo*$c?K9k!0houWM{)a}?1l`Sduu#<=a$$=8QIfNz<*rz6t(%t(B#uWqI+F5_y
zma&-tuI8<i6DWuNU(L|6AR&4q*)li<Olw%bTfEvRC=;%R_c8vik8CJaTV5k3&H19k
z3pF!2ipOazf%ys*ctz?DUh)ffx8bM6!Bb@~7J1eXoc@|3Te?1Ae@1wm=Mw9E{4q-A
ziHs|zs6ZA*Y%eTBzy|3A-(V-L_kE<Fr}=sy8_@xh_3{iFFQY9S5B-kVe}n}ndZKIU
z-^0o7HbxgELO<&qai0I6ZET&Q&VjQHng>J6Q#kcT%l$UqvTX0Elp0j6Paz`JUq@M5
z0>p5ArxNAHQJmetE(2gVPGyfHFby9Ab}FN^GP0ZYFe<F(e2UQAX@tWU5~)KoteWc8
zU-Ry9_i%5n{Wte7G2vY3E!b|%v5&bWMPq>hL#WAwFJ$W%0%V|@?+!nYBI&B!nexK#
zFnD+L?B7juHn+^VKUKXNpn>5bUa7bqE}4ZnoB;8R?w}vKY?;>l@q~G^y_Os%zJCj~
z5=^^}GEnq&{7^-IVnF4K4omd!tGlpuzsoM(lrR2!>se*s6zp|syAJk{hkBH<6szWu
zYEcMt;^W$%qV3N{zNHa~N7#V7B)_+R8-TYkEz>P&r#wd>+k-uc4x>Un%zJ<hHukw&
z#^HhNbWckDQ98!~{}<{N2?Q8xhWuw4!dvlKav>a4FjKT4V@?_)b+w0H%%9)%5$%3|
zYFH%7Bob*N#DT&`bR`ZJdO*-9orBM@DcXlGs{4r~@X0WZaruRz5Z*IZch)8*n?Zaj
zhSjqn<mJl-l{Xl#-_XnC_`qu&Cx*ybGso&@$VwVmNa~K6&GnYe8A`k_VVqr&mt<BI
z+2GNL2-d)~et6s*wl0#{qNKhr)#dj3!Ce~M^%$T4-l3|1makiVG5q$U-)YaUa!Uf?
z$xky%6w0Y&A%$_lfuc`2qFu&p&*E$7y%}F?$6jQFp)2cj$`}K-CSN_Y?Y($6KSonZ
zIs6FB)j)9Nw&ST81tan|z)EiEuWgrQ#_bX&bXwkZsFy$D6n8onQ)vNxiLn}~=65tH
zprZEmdPhuH-Jh-^FVDc;@%^4dSvuyv=M&AWF50)}8C~?-@35XRhll#TMN9+1hA$Zj
zke2EL?)$cWQ#rf=D#vd-|8Hlfn5c-#DcCLv`Tj_xszKA?q`^`L&ub``kau&#+D)%s
z@#s%1`a+T?h5Ae@ATS!$PP8f1_{3UPl+04$w0TTVl{9c=+4FO$oKX(OAYA*-gJ0e^
zlScg<rg|&bnhD+0Q35f!YUFO1Rcv}mDGiU7_uC`FO)!3JE>`Rr`B4ABbw=ZmVK$LJ
zvSDDt;ET?GyG5l98zc`9Mom&dKmP)hk^TyJV?%x`3i|uQ*RlPM{P(HLowfS+X227C
zS51~ITah8gM*m${=tL4wR?+9sMXYaZeaf`PafIX*F}HYTlOxT*{xo@8qQFw|6OwBD
zl8hgSG$Q1DD*12=XZ6DeYE&b^q~qaG17$5KTyyr+R6T5_7<26z?)U>&hW2L{by7^m
z5k>j?6f-rQzE>OO82#SIbAXZABAo0)Fqw#>zkEj}`{RbF1&*55$C>r5!9#CUkbMCl
z%4_W?{py}OTj0NPQtoYZkdv`&!%a<;ehavVRO|?Jioze6&(}<ctLRv<Yo?h6LILN3
z87D%Cq!L4}?P}l@D$Gm=>c*g|c)ENsE5qbRu1b%ACb}93>u#P!6zt+ub&#TqsxQHa
zE!I>?MA?bK)_g)`^|^UeF|9=?8vZjxQIjgkC3A0KL{;=fYLL2CRDD$RAyK@r+HR1I
zM(Km5K!f=?QCx_ETq8aQ3eOz504fqMTPESIVfdEtExHTy>Ftm$0QN`;`Z4~eQu}9|
z!UM%rH%g0-jxw^c6<7;J$<dIB9*&}TDC8q35*#XwjN<J<<43DC&N%3U+b~i&#+_xn
zhjfw3K88zM^^!`7>%&Baqv`F!p&Yqg<oM?!hL{M(4756ZXXc0f5AoYr=}?t9rDQ;a
zfhlT9LF0n~^gkQ(%_n(VVtXbMYhwJ=6nu>21r}ZhM;~Zz6*Zipwy3i#)2XL#r#RV6
zlQKt$ao{(l^YY6+(f6Pcy`RY<%JByi<5tRf#SN5;3J9!{M;v-`vIsA|%=&k}h`PEi
zr@6a1e{G>uROA5UgR6^^<obc+tYn)(U_M2;vi?y#Oy<%8KnC`V7tSbXEpP+lp8#ec
zvHeP9TFCUk;V&(tLSU+zf72D40@~g9AhFC3U~jAXn#=JSVvRZn`R!<6$XS6#-6l|y
z12}hHOc(t*4ezasJ_Djt{mIDyJD0m5g2KNI>!=0Ee4_h3{NNqohh8@k5&@2rT|T$7
zNxhJPUG4RCEvJif0;8v|izhVSG}+9DEuRn%Rh6y-;3k~L%9Vi|z8kAU>;|B_{}b`0
zoA8;DbObPI4H%|H?Qgtwt=G?M+y1w|t@ym*M5!O(N&>&zWIL7rVW-jjbnk&_m~%=%
zd3aduYnTDy;c$6aLmZlHu9!NFeYm8@TF!VH7(7$8$0(IMVGN=9nr<3N<mP+fY51r_
z7(n^RW<xOYmPGv-Xho=DZ#0}w3CoaZc6}qG#PxbFJG`P|GRgMMt^IDLZfhe3x#whs
z#am;@vG1}3JiAA?klB(PLfqCseOoZAW!&B$Vn`96qG9^Z%hVu{9h8%wu)~B1xo~Dk
zalYQ*;%Ac!K>e4Oez}pm`&m}5^l%zLhW!9kIpTX&?j|=kUbSq^_2z@o%JuCSqU)#0
zcRJh}FagM_z;t?)<(5(D+`2*ny=bQXoPW_qWV>5`mC7lcjG~y%c-yP>7Y(LkUwjoX
zwhfqLQFwlhqi*z7i3%9WwR+M|npzXW>;kAVv+Ylb-xsE&m<+duS!9(f{TFm{vk)`@
z@FAt*xwilTu$bX~Do7~Q1@M!AMux*(_ercUh9;UE5)&WW-pYc&7%)W7J67H;aS|QG
zyYKyII?v%x;v_J*0qOrDX^GuRTJe7P1PK!b3zFdFc9h*Oo!$uK{@JGXQsp4z-&<c7
z_JU5m(wrL9VeR{DL{vcyj{_L-YB67$<X366P!q2{Rb}*4`25%AYjBM!rw|&X-Tq-9
zyKkm`x(z~70e>LKL((U^@TLweT$9t>h`_UeU<&(_iH>-;6D6^7W3g-e6~LEa6k@=D
z%e1!#?hV8Y5$&Px-Ufb;F<cCWxV#YMYk(id?fa-h4s=7M>}|!W*r2LceB;7pZkW|S
zFd11n;LvzX?-M*7;PV_(ozxckGCquBo)7#Zk0AuiYSDEp)m?<;dWw1=8>+bTx(aMK
zz^RW@g*UnAxWT~d^d3&PN7{y2818kk!%wOLC|gJTmKtblEYH)gRJF-s>X?SHuY89v
z1^y1BO%cOHgtqh2MO#cPv!-Shpw;ol!pAV2Mfw3lSw76bq(70YmAk{<QartDGsg5j
zI2eBOEbbNfMDP?U5qK@pIB|V;t$w5V8Z1J>krC@^cK79oG9@wL^|4VjTn>-WbxR1I
zXP?J3y@&SukQ8P&{;d_QC?q94yyMQkrSV1m>Aue;bG}+c?EYil2dLY2DL1-|o;En{
zP83aiqR$0(_^*(V`qAO=KK=S#&1)a&9~8ICK$K}8*V&#<i+8)Y(e=ZnyJIgPhsSSQ
z#xgo`1Ejd06%&@`dL11<x7nG|0#-V?SJ?dH9Z*WYo!eJ$#S{vOPoTepDYeV<heA`7
zBf}{|{26_A6^<(?>!aef2x0`z4}y6bCZpH#Q^Db9JQ)w8#dtGlMr|>Z5_)q8zA{U-
z=%>nF4zs@(mPLqY$KyyX^?TeV=Yjts7X-`Hb(q!|H$62<VE`39Y#P^nft!)F#9ON8
zA2}U^6IK<noQF`Qe%e=BXn;7w>YW?4K%PkA!3<YOJYgde+gf{FpS29|Ja_n<iv;;E
zTL6q}(L!-XeZBs0x&Q!+(@?Lo04AquU3Cu?e5j-oOu*-R|HLwH<~6wCgL1Yo@9?uK
z#+Lh}(4a`UG3B!GOa(6x!SpLYHgwo_Jc=@^ygmmS80LyMuENoG0Rf~-|0SPyKtL%l
zZjlH@iomQ2mALm&lv1T-4t45luk&2tN)%$KiM;oN+X+D*Q%eCFt=8<z7{A8-qvehu
z;_ho+Cs9hY24K_*(P;4xF96%fUR<QMqIUtZxR?8~XW!4H0rW#aeRiJb5dqv*{JN}Y
zeMx+R#_KbifEsZUqlh*Hgs~i9?8(2kdE0VH2M*JFS5;NjuA_;h<=S|jjsNnT6=4EF
z<{v{+B4l_w4`%^&{6}E<JpmOY3*bi+>XJ!Qtu$N?fRI*xflR{r9e|Niry3=@ZinyA
z0(P?SzJzUH66N-|Mf}N1>LGLW)z2#B$Vh#rno|mmFfPWxa$)M|u;cLd)_MqKN}ITO
z;6j)bA)0}I4+l|&hRo?x!$v3GnbHF1;$h=xF1jdf$#N<f3LBH7wY|nz#)|-JW8+>M
za6)1Qv=t6RNd5Vs>-Il9VBlr3*lcpiNaKK4q3!=S~Hyd|n4$NQx9-7=DuoQ+SZ
zSCW3t*W(OmqJ6&iLfaeh`E?@Ou}@y3jAqCYQH%#&+U=Lxm|2}pW`6jf(>jOfCo?Bk
z307Cj_tFnQO$MZ&!(O&bj3JG(HAdBgO+Z5LxK>l0+O9RbF*|r!gR|$gC(L~x_@6wx
z*(dp@baIKd2mCe(r|S}cG}OEHq}(32oUScsblfEd^iRM9HVl}+!X+rf+`|ZO9dqA3
zJTGxOJwN6<HN0^fFnceX|8;#h37OV9>N0j2;|3gU9SQoe%FoCTLawz0cLrk8g4mnX
z$Hk7%G$=qT%uQ>&EnKmsGPtyZW|RCDq8nV`N7gujexdHXj;(wZ$qQeu`<v*82eUIX
z!>$;x7DOx9E3O!~_ql>7FVWJSIYuxWy8J>l#P_3u_%k4>E{rJ!R9d<w?E1$P8eG2%
zrrP(`E><u|EoQMka^MBKRy02PVKg`2B(|Z(nhLnD@tm<+MEz7~<6?VzGTPcJYM1NW
zUq6wOcvr<g&%CQz%KYh>L5|OBHMm&ks7sK7+acaHLFJOmVVt|e!XA~y*?JJ=oCz1G
z(YLe)vA3c>70;GwLFE_P4^^@dAIghWjhKl(`I8|RYlcRKf@i+vSN3CT9_F9sGcIRZ
zbgmz+o&?ON5_wE3=P4|<8&E~mi%y_8pq|l2X?;&<z^cm$Q`i4}m$(y2(|^x={;%=e
z2%W2@Z}dFH`%qJLso1fYJ>Cm_==!A~N2j!ABVbfkl&&({aKc;pt@9;o-LB!0^1OZ0
z_Yu;GNN-m(z5uxLEAt+*VzE?p_!c9Vs1M$jZ1n|^IIH@0-GRUy6}q{hR<j9ymZG*Z
z7R1iO!q<m3)lToZlWih`H|t=^!!1>BD-{Za5)ZNW!Eys3%Tw8q!^ZRY6;EMVr_wwU
z%_t29^M1$%0bPj*(rt47=y!qa{%-MmcwWT*qYkzN<+#}deY8pn%aZn;vn^fw%<?26
z!L;-m$XP``^-RjknSsG<QI$pbu8%An-U>QSlDVYM7PwSdR;`2}hG})WVtOE#`GCO^
zApq7fM2oA&^1f-R%Vkt4$b?+1wlq$`2D~QXQ6oF@mMh@Mk6*-9=`=G4rF7abnFS(G
zp%*rqx~#-b{+WcR?z}`FF=%Nk#`6E;-IEav;ZInrs-Un8#Yak+Vg{LV;a46KiT9us
zjE<Eyo$OWafhbKWnYe65{5nb{AJFS-9Bfqo8qJ<&O+rC8lI(sM0eS$-AZQz^!AgzN
zb!rj=r4y~4RM;6rWST*CU!?^rjGK&dN=ypSV0anT;3qC42xpt2Ys^4ZVXxzb7^YJ2
z(87fsnRVaBlHafP7x##^e_JpRV=DW1T>LQ64k66$&}oUx<?yXifSBiV78ZT<ov%|r
zK`Is9S3!81f&oQ6OV92BmN0ZAD;hpJ86p8eDg%as_4!CcT833xKdp(UKM9AS!sf?f
ze{coMn%2w7VQ%FN@DeO&9PO1o5G3#kGmA$Zr;r>|)}_FEG~?;X?_S&e_0|^h_-?f5
ze++B4Qab6FJ}CdBo5LZA6;d#c!B%J|jELDL6`J$Bz)xJ?LCP1(=BVHbgNbM4X=Bn%
z#VS*-?j35OSK&@VeV_M~;D7|*vFyQ)P4LaV2^K?TD5MO{ZKrjd8GN_V{q**Icp=Tg
zo{|FT&I<THf3-*)>XvMjnPy#thi2X41_yb52a11tb+D+mc(gQbalN$_YvE`Nni_VZ
zl+Ny2U`Hqy9&6#}nw00{E1I}bjT*GKra(9{S=4h-3}ubILpWGg%7fCRryx!>8gROz
ztg}2kvgC;<X({oMW{}}9pmCh*;TtX&YhzZuLbSOvS<^71Z`o+}L|%~5LV~mS&sdw|
zG?9>U?)a_Z0t#XJ+o=zBsQ>n@{=JF(g{>)kB>7{CjD-zrDCD581XA#iyiEgV9*KV#
z4&vq=8&ZfMQF(v0&xrk**y;U@3ZWFn(vfnIr3!M7uAee_g&76e#E>K$xh@&|>V&Kw
zp{Z%Pie|iALGCXKIWAo^EF7a|yEq*@;<9~)--5+mucpHN__*A=41jdZm~njNVUZ4z
zA`>}VNsz*b=qgggfc~Q}dF5uwkf1qIbULiS*3@=kn>1%d222UoL0SrmI18I}l>N`4
z54)Cl+aZ=1A|2+^F^iX-)N+zPeOoEg=*MkI0lF4KT5$$x>fi3Se}s^Keg=I%&%G&;
zzF>~qQ=G_zbSpBBt*kMXA!<ho&Bg>m>aJ=c*|5bh!9tFJ=0lY}v|=p3+|d%9Z!3q#
z_G70SY&T}CteWpeW!KsETUP$pF`vJeO}S<oL^d0SM~e|6Mk1)$N)vqGO~c+(AaqvG
z<dfN=F&YY!M}NJj%J8AN-=?Pbb3ZGpRK6tpO)ysa5H31ZPwT`P24!Cb1scArGZy0E
zuNU+;%cMd{C71}V7rzS_|F$xvq!}XI*S_H@al;DD(aFpg!wCi9T^X>28N$zUC)26>
zKI3{LCqX8T{I(cQs{0R2kftoj(pmJ=f;SliUyNIlVXFH#1R{Z1y!C#oE;l5YVw_mb
UiewzXV*5)>SQ=a?r0w~C00s>eRR910
literal 0
HcmV?d00001
diff --git a/log/zPythonScripteTest/err_n_plots_multi/IterPlot__MultiSO_Vp__fwi_FWISO_iterate_m_allshots_5_0.png b/log/zPythonScripteTest/err_n_plots_multi/IterPlot__MultiSO_Vp__fwi_FWISO_iterate_m_allshots_5_0.png
new file mode 100644
index 0000000000000000000000000000000000000000..c28eea327642ea0f7ada54aa43c28e97602bef2e
GIT binary patch
literal 32029
zcmbTeby$>L*Y}T&N{vXDfOJVpBQT_dbc1w*bb|`gA>AO|U6Lc+-7PtE!_f0P2e0dX
zuKRwT=lvb;dmQ=?%$(=mYp=cbTA%gZ1bmPYLw$z-3<(JdRYDvrkA!qz75M)P`9AQI
zU(AVFNJ#Fh5@10^=cL_vr=*vsHv$K+zCCtMSFSvHv`kgB52hR#%yRe2UUwW-y>=W1
zhlnZ^22cpRe_^gyC^u%Z(?~k<=usAO=a;buT<^A`=aVmP%4`=J7VTj1@$>PC^)7rQ
z*UkMhv+>h6JI2te{V)!<jz%zLZANX<V$5vFV@kR~Mx->p&loZxwz_^$+S8Ry<F)D9
zd1fkt(*uKPGgcjM1_9*)%^X+My3yo&NJu83%T4SnQu-cmENJI>KJPs1j%IRd4Xe3N
zCChOf`Ylp~mzSqT3-R>~H)to$7t&fu=@aC8NUuhQFzzG0%S<DEi1b-pSQr@zDIB{d
zamvS&2o&K~grtiZf%EZA{nG2{@NeH6N9Vi!{h|U{_*a(BeV|TE@d}+mL*)PUO<!LO
zBqTCaR8k})Fh0Hz5|V%APwRFi*2zrFw0;`9M;}rPUo+e|m$BvSWRVzlM-65@ZM-o`
z!zXn0K|;bXHTho#WTatU>Eb684t)s4FK94O2#;RDl=?I;d?t@~?^OR}rsG+OQHu1b
zDaQJ%z#r*ih&lWZBe7TQ2%8NfmB4exO&x7jCTq{pSk}de2&yh)OUqXeIif|&*3^8n
z-_cWa9{#|rut=Quvp4a7&4i8Zzm2h-?^{&)i)pjMXlD#?NNVZPhkzdMb;WU}*Rf)l
zfuA2|$Su%ieh(I!Yp7+!@%ukNYZ|SO?pr3m@tgL&AH^T<n@Ur!PEg}WnS{w6dtN-W
z%kx_eG^5QKiRBXu`%fGHHL_}5Jb`rPv^*<A{CF$y@ye*MeikY3oN=fkUru(!#gT-<
z(+}ru4q1${36hUGjjmf@YkWjVNI$yY-L3lnWHGZb%kxf&Vw&%^CiM5sxTlyIR)`{N
zN9hehg;>@<wHZ>BPWqsknmh=UQbsdfm*t3K?yDe+Ybc2Dvo-N-z|5Zv_~)ekGGvjE
z-m#wa6jbcpdNG0IY!(>@c^!(Nr<xbrV*II)ul|gXlgx@i{KTr8=MND+G3;=CuKVbb
z3%Ihp(7k)4YC*YNcV*(@xnuw}6_w*ifS<7){Qeif>t5BVS9bAuUJsqXb=*8cYoZ%&
zI|xVF0!;dt{VFXr;;NFL2e$eSRo+Ij9WvQb!j18-NisU81QZ4h;qsa1#%5foaB_wY
z_@m>KW~U=w*K-{85L=ON(C?2+WoEx;&gw59cN!mM%5B2k&zEA|U=u&JjA;!UPA3{j
zlpT(8`(RYg8=(70V0HNI{A1KD32?L$`@Yw~x7l{%KFxB6Sw^z0`GVZl@BGt?0&v7;
z^RJtcSu!sfbgbVgD7h)^qKOnUwoAS5gP6-!2a$%ns_HxNBE1g8z1<c1+-j!MV*%P5
zKrJ8uqv|Btn!LS05l990SKamXT<Y!W5WMLG57c;enY3NZH@@`Mx`Au*jT9Na*W6G`
z%XJ;P$IWTYbBMYKSXlCsn9~`4(l%dDClG%&o->LQ8*6=K)f=kFGG3;?T|CbnOw6^B
zOa250tEzXs!d5DgZ$<k_#Us|eVh1`j(INJ#q&lzcU_yTHE5;I0_xgnFIZS@<VzrbY
z&72{h{I`Of?2<{euW@vhw`?yC@lmqz4ILL!Rf-nuC%Bw2<$7Z-tQ#B^1U-vwt9*5n
z+_x+>s&`(cQ{8%;etu9l>2cnj!|#5gV~sg%7@J~0pr)@tvyx}b?|zhrjv0`-yJfGH
z%Bg$)4Z_>xaiwhKw9s>UuURDna4Qej{n*gDooR*BVX^1Q^elE0<@R)(pFYY?JY!kh
zpRyay@`6w5?@v^JP3Eq`<IRQs`ohQUXp)?whucw5($9aK1Yy+tNgGMEe6I=r5fH`F
zyQ#v|f0|$+tV&1)2`Z7ENE-QFLivKddvX5Yd?d>}AXg-)fpw5`{rph4-f3Tzr?qC$
z$`d+&!E_C)*xG6fC2}ji?kBHVyz~+ya``AK+kuJ*xu5+3r+iXlIvU}R&7`KFth{j0
zx99=8+2LBmkki#|{;B^SKhAFJ`6#wWRf4~y<mEN&g22<I`Mj>^73g$J$$pc9s_9_v
z^vTJ-3^)M16*HTnQL$d%mlE<E5kNot16#v$<f(xDLmf9^Im7jkw@`dvK`_<rN$K@t
zYwEoPEfFxe7|QjPN37~TT<s-RmD_o9?_+epY29GTi}t-0*^%L=<@XR#{QBcaCMY2r
zG+e*WkXtM>_BK&B&U&YS((WiTyl32TbL4g+ad4nJfSp%EP;epD`U-M_&J|OlDsWTL
zJ^<sztVT^Mr~mGUFJPOTUu434MOBcTh0-e^{l46b%a!5^XR=`XcC-rrOm-CIEKC4X
z!5Hp;F3>u*b^AV^`E2lY<DP)*x2QQ1c@zGxT$5=<RGleq%8vBBgQ4Bm;QF8HuJ-$E
z7OKpk-5I5e!^)DaM9YCWYYyuL8L+V5OW2lD=A8F?CjPY2(qG*mMp`qcb*4}mIJ`D5
zm3A@-3$b5+g_#xfHE4UG?#&#{<wz;x;4o~>olTVqC++{*%pt}L>-0A{jIegvo7;95
z97G(IzrsSfkA9);YJi4YL<%f0>991M29m0x{AX&c9Zuw)(5P^ljlI%x8g6Bz?-SVg
zr42T~UH{6Y%&jxTia0?IGMsribXyKi;Fjd9)=gYY(JcNZEfTGxS~b4x*O<Z@51yQe
z!;MF?cdcSikq~R3DwXhtY~IfentTxe&fgQxHf_3H*CZQpupIFL$xKYVldrrL@x&eb
zG<&86eCO8^`WC@j6Z2xO?hy_1{0lSN58c6)23dxv%r+0%ZtwYxo3dI|lL^RD^XuYH
z+_$aEz6CGm$q*#INV$Ulmi(yy#P^FgRqqy4&-X^kl%P`wh9D+x7ufeJ(rgpd+i8QH
z8l8Gj>yy5O#+@r7H~!>Xhxyc}16S@ME*BhR_*{DLVi|Y02z^{rEiP5Ci#IOOsi>nR
z)xs*6{9f__8NqML)a%wTvZ-HERm^x${R6An>e<~1bDpn6XILMPu@FhaZ_yA!)v;Oz
z5W{)8#m!~lNt@-YqX&onQxFzb6#<vtk5(myE2HGuq7v0I(wo$qz?nL&i3bSd{>tk7
z`r|~p`R#f(RnzGJwA&!iUnYgK#RbD2aEuXQb}mIVwPZ$@{Oy_2wD!HTSxm&YKI$*~
zfXd=zu4V*A*+v(GCPJdQ59gg0y-p5=pvUn2@o9E;2{L>(6L_`d^ZDIMD#SMXCE6KU
z6o$(e=U;6(%dWpZ@<^v}u2h$9{30#QF6?%Dm(MLfsZXuU0qS*oY;y^RoL>wxI!$NT
z8;yiXsb^<sW=ow8DzKHWy3(kTp9x`6McPmvPQR-NEhoVI!luBh2KuDrE8hMt9AAg3
zw|4s5T!I-G^`U@vL|P-SqO5Z0aKH8>w{PTe?`ou&C-;pxnd|B4bkVctBbdpGk-8if
zQ?A>)3UJ%2+D%3ykNg5muk)2rAPx$Hfv~~9j(b{iT5%t-9;Hs_x;OO>yYIlMUQK#4
zIXakfgDJ`L3pI4~eN^e2sU9Bv4q@ycSc>$v2k463Ir%;+1Yx_>%-P3KdOco2zq6n0
zXr)A?C`Pz$+-6)K4OKyB!bi`;V|_`qO<}Md)YEQe5PqF%EU<7r4|6b{Dz(|x4}-ue
zSobs=3{XL9t8Lbe7dtnw{iNue-w&IBWc;&hvVF@E+;wN(-Xp%DAqmsdHEx!Db+u#v
zy7vN7d#2MHQ#4;yaMbL#=zg&Dw%*ZnF;9VDG;_b&U8g2gz25Pg)6LqoH`-Qod(ICZ
zL<%xipjF?ZAIi^p1GnjnsWemitxI7!Q+Yi}u5x?yb;aB~(u#hudZS=m$D^^X8Y{R{
zKPTC>&2I3T<G1qnyA0QN-t~C8X2IRjmoA|FL`Un>H4q;ThdYC^2URt-n=E@{h`?iI
z!UcQtJfZmP8yn>4J7am$9A}eN&Y1X3N{?w=lBAS(PCgYVJ(iXz!@~P*P$i6t=cW+O
zHRAhLx1L}K{EA#1cKC`>zdotjT`-IKrH~tK<Bn<~2ZL-pZ~pC^=}M*8x!KGA$gls-
z{qp2U_WFAWelJf{;?gQ`j7<M@+D%iu7dDui`n<P@x^rGhR6mJ6eeT%^+tT-F&UYpc
zUIt&uIa(Thr{UU;GGI>?Y{J&#+TsJ5>uNZZif5pFW2hN1Ap1`G<t~Fu0O}JyTRn~m
ziyQIfTrrcpa!dd8*}4ulpM?0*YX&-#_whI-k>;hFfokiZWUT?=un*-IE&*7sK1-j8
zNfRknh||1la3;v3*l*T)#Tv9(h{RvL>(Nr$i;JY%?yTr_A8agqh;T>$e@nAJn6nWm
z)=)>ig&O>3ea|J|>$G;HOtFX0@faNsl5H#YhQPv%Fu(1XWwFrxqOJVX*qWUwf6h^V
z&AP{Rclt;)K}3L}4Wu|j42}DylDueTZ{q4C)#Yr(kJz&UIJ=EgE-fb+cc-Oht9Q9=
zmiv2%IJdgI_v%)z>lB)<_O2vy=F}IjYikc>1)6%#ND;pNTgbs-`H~<tj>pMmH|pZ}
zJ#>)C1KM~2oAb~G0s?`y`*{A57vC8pNQ>Pt!r~FDT%B!3&7)!9<oNs??s<JvYZqH%
zru1g*D8P@z^Bpg-M(K|e67+^9y>?%oJ=diai1yU4@@@m*R8M{XIwC_9Es0atXP0+(
zwkCn=rsTBn9ji3={#Q4Z7)#!RUpLeGbShS_)64YHYIm`n^bLOinI%#VZS|h}-i0an
zBzAU?$6gh3(stO1x;ttNIref{ES&CbI=5XLB5glqxNVChDO4>>bJ)gyd%XumwGf%y
z?kzDn=GQ4Jx6lVp^i>J+Y5h%NUC46rDU<f#x@JEr5|UiC#dMuw&jygtR%1!g?afwY
zX3Dzyy2joZ%_|JLi-RGJ>y@EIFBgAIK&PSnl<5+fVlT0eNWYGv>e|@g)NF$hB}`I&
zu}m;7|L<ST*X9yrTVrLYpdt-OyJK@g!fH{CK&&KQX9xky-qZ_g4JNHxn*}JH9`g+}
zhoqf2KR;g$;`tne1>4<nteQ4M_NKNp#@W{6Q-6Xd9wX7)Fcf^FtVsS?qgB5r&4Y%3
zOJ0rV0oTYU6MhLHosRjcJbLef%Hd$1>dX|QK25p0FaF$)7M5;!yhnpIkQ+z4PPC$u
z#!JOP4KJ%LDlnU4AL-TZq~oHpr}ITr5$#))3d7#(n=^B$V-+HWc$b~c4>wg)t1ULy
z?<6E6(fVmJ{+vmMDxH{*TZ?}!?UaD_=*ZR;wy+PRiBu_ULX$)u*mFQAB=M~L?muwd
z&U`d{0!wdn!|G3}IvJl_2i{SVJ2jmx9VGa`O@?#xfLs*a>SO=ip%XN|Xmx9JQOBU+
z*cX4?AN#!5e`7gFW@FS%fI|cD%rgkDH7+G6%a}YpKR@By^ImL5`m5jGOxBkx@yR?j
zN>+Q{aB`?3^K^xSo)8Xc@z<5xlY<zv%hzYNZ?$;J()FMxgV?fgi^IbeKW(>DnxksH
zyE^_r52!x&;j;x*UZKS72Rp2tUDLOxQ}qNK78L1L^V~^Zd*_1Qu8w<SM&tR?se?L)
zCtm!Q%e~Q1?N9r5gPN1YTDlKrXBz9bswSZy_~r%kkI7p++qDMy&HGAqZ;p;_CEvdt
z08)xtXig*S7Uz9TvBzb%`LiRtwQ}(gVDI2OL0f=d+lBEs9Btg*)Psim)Os1~R`-GI
zYa-cr{xUF+Ns20cr32MvJ#R6^xkVSSXO%^~*N|W%Bd6E(sI2B_k-6VKWYJ@BQQOp6
zqoj$$ZGT~Fp)pW26!#;Kut+-^Spu6)+e+At>$QzAPo?#ExuK_oL~1W1-(i`T_IQ&=
z!Ra;~vB!z!tYHN^O5_#K>Ykr&gj!r&OeH^~=-%mv;%;I0j$X2z&4S6_ovJdpwKUw<
zPep6JJPi3aA~XZ8UYOG;gpSfJYENBBVB!lDfP8f?ZI^lk=1)=si+F;r99>S9Xc*M5
zKgnA)?$$ajXbcr;_`!J{EIph0;}al1?0b~ZF^3;`K`f?*nyNJ<U(4s*?hFFu)A<dm
zfWT&3>vp2?uu6d+>TbbwBdHh5ZUF)OAgb6rOyF$$!6oct*c};($Cn?04U1*JT!j|X
z(|K*K;cW&4fNf_^+QIfqOkNSzu;kYuBJRS)G`}<Qbaa8s@}_97gC!i`JsU$!<A7gG
zyp@%a*%{JpuLkOo5U%y#z{2DEUNrkXU(2{7IM3@GP2oYTp_J(-{k&wCj{Q#2(c@q?
z=MRIAu?auDLnouvP|{vR8I(yD1q<-pbR`k)*Tw+8{zA@l^YH}+A_e@ES)QL=o==$!
zuXLD7y9vm3A3Xz;0R@Vq3Mf3=6ct`wqA`gEu5?q$+Rdndx>uNuXMeq(14_2?WYTbP
zM7eytzKgo=4znWiH|Y#*Jo*#8yL=>Sf{C13fz*8~G0h<n8*GqZWN3&As<OIiP2HYU
zVJn?E$*`Q6$q^kDNKbvE>s+9GCg3?$?EzaIwGy}(n<cP%K3O~~1h$;5jzV98Vj>|e
zIZThM;aV~aqt9zZ-^xxF69K+lsIJ6s@9&XM!FMYR<V%~BrEaj$M;EmK7I+_9v^!pq
z+jQzx;Z6i18iFLcn_L8*9^({_Iov=6R@leQupF#r(>w}_W*z(Es!qnbGqw{gyCbT=
zY#%@OTVss!3H4tx5lFQj4KhveO}0TOTVKLCLxStzt0;9w<zCZM49PdW?#aKOxMU02
zEKgm1-qrYGs(vddZVI01T6*BW0c^qvr}PC+V}4KwA@iFXV=JrcxD0f%^iE<gNO^vT
zV>p0VaNNt}M=NbQ(Za*{ujbgu@a_7VQNuLPBUk)D!>sTN1DMs-zRDu}chDN$#C9FO
zXOi^X<9%}^B+_j25V&=!0%cfFZ?BqK_2Ifks`Tsg!SR%2Zp*!fwTp{d9G#QVnE(};
z_^E13U6+e$o;`QD>Tl+gmbJ&lH~}U=VN?DcmMuLiaOn&JC0_((5b%pblif6-1C~H}
z=h<tiu%-+Y&vuJ9B`=1jjYBp^{cxK8Eb#|9xq5<PI6y<-%{U6ht|q`6>z!0QA^L;R
zV--!ec?gN~0V-MDP6Vc#{l03w_-yqzNc|q0^eF%NL9gAw&9;WMSCiRkc2Cb%R__G=
zO`jMv#cR+vL?bA0M$2>hVQno`=X~r<a6|<E<}c$1&z>J!-;SyQYs+fH$hDmWX*%A!
zuG+2!P(;<IrTizv?kmghNzOexQ<^;LueZJ)RtM#HeMr4f@!#uhHHJPpod|oKeJ<Fz
zbgMDlaUs~)Plzh8v)aqJCcDGu?h%+e<rnG4B;XBvB660jr$jj8#{06jq(avJ;bwC^
zY-0WxT|nI#I?uE>t<Y{{KFtEpr@^F3V$&?vT}oGSn!C{BE^Y}Xvg@)g;VZICwD(=>
z^lmU$S<6(gDkv<x-PXck(`2bvHr@2ywstRXa8GpKSPdXAPGTwh@ya9bpyG2W3KG)K
zH+xeNX~LIH7ZVMpqY%c$pAOcB4suY(R`h+Zf$2`iy*a>VB7`q_kH@Ou9xffmsSMfx
zli+hJn5i`7GWj?Nr0`S2Vnhb@U34V_`Gtjh(-p@Xa^8e{su0h4?WD_kbbj^oz4~Kd
zZ<RZ27gt+q5Ziw&iKGe<hZkq?Z-9D;gu_ZnH$c9au0F+VX~audZ!5bx99fTk5xHIG
z_N+Tl#GB9X2~9hyhbD-olSWBL`KctACm)yl+pcQYrUsU|uW6)}Cr2`5*@A-C2pS3v
z_$%xa+;N>^OPX&qbjuTDhc7x!6lzNLm7MUHMH*5MqVwNVzr~TJ{=$^!)MUyI<bK2H
zTm+TaEW?@t5TH%K`4z~F-}$!>X&n-wF$2I`{df!1!!ynzwso)GZT~g-mLo{aX<p6$
zbIGWLyKlELUbV0ByM&ISp{Vj>(iW%~h#i(EM>VBZ+P(bfJ`DK*M#Llm0J2t0w1GtU
z^SVe-n%D-<UyL4L?8r=W<S0mgKso6aD9|G9ny@X=Qkj&VvNfJKKjWJZw^)8|v*_}7
z4rOeR(lkDHLU67de`xLek0E6ig;*JThBg>7K^9{!69MY>DUc^(_+y+RfYIpi-&4Rx
zJbnpl+0Cc_$)7icOp;ehi1d(dY8A_8V;VB__Z5V3KTRmF%(n%Joxb<R?R|@z9;ojl
zl-W#ZC+k-kpokqU|CC>3L8YQeTS}ox#pi^~q6b25!QvMBPZsQBh=kPgTsI!+#~rT6
zZY0)yBQmLp-bcrQKT+mRp}aBB`VrEf_gDk7ICjFm-8QPCw4jp4bU+|iWikLol$E~?
zSOc@+Z6E_<Bl;<Zi}Vjmm1JLgUs67}t0yY6$H`B=zqW_#N_MbU$iM1m(6P;I3SR5g
zOJ_-el8VhJ`cRSMe~_-~zz=xaB4ig<I^7f)0B+_3%207rb;MGbH1oCmHBR5VHD`zR
zu;_jf1~x|cx<=UdHLQ7@jwm@{!>V`n4e7SI3-9DVdA3PbkYDLv7*UYp&unEZ1q28=
zcBi>YRG=+0EVl82>*t?Kn<;j8d-}4u2CA?l`Xzh7RD5vcGw!|nL--M|J}~2kAt#pF
z3+LiCjo+(9CWu$I=TkbwtN#R+lF}_e6-oI@-M1N+9hjx~wR^ya10OSD<9kS9uzAty
z+9}qE!c$$K{6c!?yhN;vbU^bIQ9L3ZixHGozsy6Zhp4v@c58W#@V{)|?`z`h@t|n>
zpsr=@5bWaTAL(@x@g3CC{4w09>(>2-CO$qdqvSy;aTVWsnYz3&-}+?d+oF5Io7o_-
zixd2U9|_wl#My`*P~ibj3)1gD3x4NQSwIB{|EpC5Oz&005IM@bID8=`6qf7&i@0d1
z7uixG&V7s~v^D8H11`BGaV~{p!>XNvA8q<O@(1HxnB^6*Q6Eu#G2;lk3Z|CtT*8Rq
z;Fr4NV`*ZzpTB!Pe2j#I{P@qywl|8;(fn|M>GoHPQQHxIahKR_N{P%{8@plET|LHA
ztZ9>$OOn8ZZHb7B5tEcb<I!ceNTo4D&x0d}1d+<3hA4Huz7Q9z`slmV|9G_T-1WPx
zvdp0_*oto}+VJ{k$2m9ot<gQ86!LRJ?3i!ERQC~v23GNI0N)ltkC6aF1LlRh`s^qK
zd#|Dgee4D+2k$ck1!VUTa(EZ#_ZazkalR?yv5pL^d}@68AzHfjv0>=gd;hUmWE=7P
za>3Cbp?XIJY=%Zl$qWP{ljkXJ)VtUT#JVPaOZ}SUN;$w5Mt(Yn2n{7eC&-Dc|J(sx
zDlt!m5cc&1FCZB^r99W;i6Q`zzpNXm<*b`8YP!Jh!u6v!{GI8GZAIYsIVVo^75li*
zSDmb$a{s74UjCI;icR5ws`d7;mB?=|Wq~IFsHkNF^WHDg$B0JZ-5P$!NBt`x-Q|5F
zLf7ND(zlYJNqc!c=}FbEUBajwREk*ZsyqEgQd(+E3@e0rk>ZJUv>N0gvq{XYiaR+!
zIqpY<$ZHEe{rGx8^qIC<0`K#*Ts-Vh-MIU+ejh`*ytwabtjupefjEKTg53M?FT4J6
zTZ)Ol?5@6YiX45&`ecbY*_hv3eDNaUFmg$Xic6kiO|`SfVP?mdMQnzX<YRQ&2XylT
za<PQ0ZL04*>Gur4$)&ZcnyKbY-U1cm>#J42h4U6L7RfE5dRx1PKQ-$AdHvGeE&>KI
z<^CsN-30<?UEFM>OoEmVj*XT_<RN7QAxih&yG+gxQ`hq+sW}+@>UJ3^^g3{$%|MM8
z)4v}XvQ0&phL!4L_(sDffo0$s7k--t<HIk1jM*Y*UKuZ(0~`T=_UM6-;os5m&&!sa
zeD0a7qw0S6GT4C(G@^U3QPvz=)ua2-LzD$WN`7$RDC(O^;gNFmzgw8LI4Tb0tc;9y
zT}VFY?y-|A2D{AXJ7vVb1>98{aMF9f{<!BKGyZ#gb4F~aH|#$AQG_Ro+a=vSk}mR1
z{@$;39YtYP{KfhFw0?b-LgQlJEZW!;t)#~I9E<hU0|!a7UkBgsU0J?gf#);b)$)6(
z-=9R~y=w6<;86f%&FcL0px24B4bkXD7}W>I>hDd0h|y6tNR7<`0pfEau$CL5`M!c=
znn)%!wVXQcgmX?>Ol*t5*oR+uTclU?OLKOV$VK#pgtUpT%N1WL9tT`1a=S_xK^#A}
z$!CNd8T{4QPEbZTsXEyNxdq{$RZK(pkhW{3XZ0fIpIBtB%qOH^;DwSXBpKsUu3*z2
zhMXEZY&G9289Mf$8tcj6w`7|5*9H{jEs8cp%<`Qa+bHk3=xTOkvetHT+Meq)VZBMf
zj+tVpkFYd@d^;sxO0@33I*$~|qI*k;nYZkzB^E|#e`zY#v6bh23?OA$?zM?a<>*8L
z_{mDW1qo2qom5R4mr&2E%9Uj}mE1f=+c@-s63*r+BtCYuxcxdZshwJ39iIN>fh#SJ
zsWKwmofp+{+uVf6_9fRhIQCp$WF13en~oQ*-S(PF^*bkQ!vX9yZ$%N!viEcQTg}2P
z@S%t-^B8)q;{ms0FSq`@&M*??K{6(F9JP9b&6&s85{RxphBoOA==SOm1|85^$X9BP
z>ZKy|JimA7Y|;F6#EbW!BM^%K@j$m**ECIowVseWE>bgZE0f%f>hb>YJaQj$dIkkj
zduXcL9J3h7Sg}@tQo&ok!?7m-0zQWFXj22A$a;}cFC6`hfu(qWjD(|9{O-{EtN>K;
z{IF{_vdi9Gs0^p6vmCUVXr>0yy}a6Mq$UpQ2gpDWlS)t42p>QV=1*KpFW$yjy8%tX
zfQ>T^_&$7qtJ-*Qphz8y(Du{*)qbtXSl5>T@X;*<q7Em6a%yH`0|D&wLExr(2E3qN
z0N}^(vx0%*AB||DWbb6TN$b7jWv21>L9%%aY@AuAuFMjMwk58p%_6`KQT5Q1z4mOt
zmCoJxt#1m0+|3ccU>v~7`-V8`{^nRyWfVtgGDNc&!*!<`Qzrm^Io+<o0D9cTXf@?#
z<CJ7uGgXc5xj-4X>0mYYv%gN93*@jn(|kczH3CD9wkhv8k5GRIwdl|@ln_eHjq3_m
zS1AZ;(0fM?qa}AI7Ok&RlNi1EF{)S)<_ek#Hd$B6t1G82W8F?GH<5bJ_EVCK`Atdk
zEBPwo6fI6qvGbK?JSU58pqXf4tp0~_tzPt%E3NtJR$IhF7CkMAh@mpcvlwy!x|)l$
zhRi43>gX0+*O_mR)mrieeMlDBVS0c_(_Sekq{1r;3pFRJ0M4k3o&~|#oi8w1FU$fU
zN{)q+i%9zbhow3S{*+ydgdYjBYpLd}ZtLZCT@%o%SJ6&pzgU&48kHV(-#LW&=gOwu
z%v772YGtOHg)>@&t0PX17CN82Vf6yY{B{4)DF7PcSfPnbI5D8%cAVs)9GIs?b#xX%
z0MLkIpVWr!&jes$@#J__J6{?Hg^>uH%oNDd&{v*}pDjX;H*<&%TY^U6i;YYr>Q$TP
zD}F#JU4J>-FUxyz3l#nKT9Bio01G+??2A-~J4Z}wqWX$h#)df9Mc@_u%xpImSaR;G
zzB1eD84}PL-Ja{2n!YdUc5G^_f_k0J#E#)0pTKS-45C_YzdI_ct?)fn!zquhBrex<
z=9tO-as+PFa00=r8s%{?JN6?O<h(AuwG~#;W)>XXxWLJVoIv84ZmhE%!gZz?BPQ(k
zN$(-CdDRuOUqUX=c7HWrr2@W|BSSn7@p?;^z-7KE5_{dKw=Kh=@qdA+s)07wMY>4A
zs%Q<+oH9Qv@98nS`0(dv+iC`RyJV&_J9x0b08azsRg+?}S3d|Bm4eEi(y(^c-G35Y
z$A%rVL=NLd?&bVBz0Gm^`}GV)pxe5jT&Fv}@wsvtri@JG>8h)L$3q38{#NDtPkV7G
zy_PCeTs2EzsKwaNdpFck6G=tgpN(Tyl~iCKY8DO-yl#R<9KA@;wu`W(@Z_O|p|0`j
zFlwIWB&Os|)m8koo)jZV8A%t>-W3i2n*kWh7nPy9QJWu-D1>-9OHNjGl3bnMyK&2;
zV$`ZW3#36;QXW6qQ#$E=9xCv|3x-CdUZhrUxZX!G$a`f2fY9&WZi`;~A{P$a;Q()G
z)az-@7hxP29E{#yx;uPgi%mmr2fIDdXg04l$W^crG;H>Kq?dJzKPnOvfaU^4DW}2z
zgj=HuF9KFi-|}j!DX{`bSXRJgw@m+i9nkmx@cr%Y&wG%Dj{s)WR#1(D0DYveu}v`L
zi|%b}=k)S?qn$YKcCt=^o7E~?P_Lll5ekqx;!jk)ztTyvK|u%%EL5JO;ZH^S1LP<Z
z?hZ%@02iOFqH9>XOl@CjP?@g~%PGi~B1@lKh^u#V8gCN8=F~8d*(Gy8NJ)@OL?MEz
zFk)RpC22#Y5Z$pWhD%)py*rYg#SC~2qIl6Qomg$X(9pO9oodv0LN-&TZ+$sff>T18
z4uD{_sLBaBF=BDBk`jA?iuFuQS53YMnqH79nr-XV6C|YX9J(V6`knKoLyWBv6Lr$>
z$ylT-%FBI$#^)m6Mdhpv|7o@FYzu%qFyv;d1+KfS-?yX9sGxOt(iLe`TFrm;uU6c#
zhjgJ`P~V}w*IK{mwfg#$U84f98IDGZWa?hO1p%C^^2<1*T6v8BW0Z}QTh^NjSe3a;
zUbQ-p<IZ%g9TTX^T4lo}yiRBiBY_ewc9bdyOU*v?>IuQk?zoN5tnkt!mA;Ow*og6x
zOvt|N3=?H-L5t1l`Gk*$3h%wtzM_t^E1C;DN>F4X8>IKTD2+{Ym$*DV@knzu{;;xd
z8=`GfZ#BFd-irPz9XNCK6S8+BJ+6`m158%^zf=vbQFWq|ryJiMAMVY&S)xx~k+|0a
z!W^y1&M<<66mAO>W{}6Bp<3N$M7GBzJ7^6GMI)SQy&>aU%OJG^BHSw}nRs4WCMIJ;
zwTu25{#fyY#S}iC)5zN67$_8~?LI7PPL<-cX9F<$=?0f8h8pRj!exk@T7yBq2Mi(v
zHcn;FmQ5w;$mX<~`>x#>*aY{4>Fl|a#;<Cq)t}XS@t!{hB|EG$ySQ-ah2w0itvZl#
zZ}%}*1&v`XFM=fNu8Bwsf?H=DE_#KAr4?h(23nY&SI8@=UGVf~_rAv&Ivs_r`1yL?
zguZz#KzQ;gq)bE+g8$k^d#CPm;G{#Gr<jRLn5}Jhz<dAHsKKi4p6K)4H^<R4a0tNa
z-!5L#gNT50_jr&%0D!y(J=6^I2S5}y9#EGAtH524fT%1128`JI&2UolN)>QZKqJ6(
zy>{sRWPcIhoFgM406R;*Y{~J}J=vXI3+VKWj67bsy67nn!MWbL1(VgnZ<D<onq?mo
z4mApQPMA-6zO|be$w|G)t>b3?^e)Vc&()AVdr~cPu9-}wU9XO}%LI8C!xsr(sOceo
zOWhC#M|mA8Dahk|xP@o`c0Yyh+6kFKV_k>caKtClcR%r9#g2wy{u7W^#l+4Af3-hq
z3kTpNu(La}nJ&#vwVWV7T^E0W91ytMyqKTD113j*w0Mcb<*-P0_a=Z^-@OS)AQ*>a
z<%-*^TZ7?cG(cm~^|)v-M;cz|zB17mJuZ?wiz;ya*=~S%w$^Tz+fFUzJxl!M?~HHz
zO*~$^Kwqb3&uq4OP4LMXx64RZD_T*_LlfWwi*yzI@zo}$HHiiJX0E$BikfqVfU+%^
zn7y=F#Aud5-l<ZX&Bp{;7#WpR=RT^gmI;6gERX}bn$6#Q&u;5AyO6w3;6X;PKa-#4
zx($yuPIge$5ju*tnz9hFVJ}!jjkZ2%9!o{Z-bFEC`#4Ds>lq!RUX!S34U1tpHeza<
znvP9%vRvSwDku;4twn2pBNY-~JJ7(cRFc-+1OiBm!Gn&wLi7Vri2fV2itqYT`2MYr
zbd`3jzrevhM!79hYWvixrDJ?8vZ-Ln(7Jhf>#6kV_mphPkWRF*6{?`PT<)uW<(3y|
z)%Fag^9)aNQuuJhyip32r+t`e`&emYlwY7U5&Vhbtu{8Km>Uic5DM12<eoWG^yV+6
z<-aQNSMwO<50bxO&;&V58)O;$?pgH~=bDirVi}~_&f?m5NM}^4k)!%8+x61(wZjea
zw;qRl9Gg$Y1b%+{dkPF~l)doZzAWUlYa7u$<JnS)avRqZQLO196m(1^lXQZASHkba
z`STwjA+e$T3#j}X5dZ*81G`UgC)mMf9y7*8BvCPwB8tMAb~^!gY@yWttKqAD#jyQ+
z;+BOESb~Q4RQlIFe=c`(_t??eWfBXekuK>{>!Y_sIHA&wBb}hp2Fa6qFpU?sHclH~
zRsZfpI*}xv$SaNrysJ}z`VGnb_oIK+>3Y&@Rw4?BDiWZS@A!nogeS`h_RE(OSokp`
zhjF!4XhdRYdbXq^=Io?H&&_Bh3u#8#n5B6=h^3ItPbpLHQ^x1$^G5x6zAJbp94Rfs
zMG#jb%ItS^^vR2@oW;P�qo?3OS?!#4ISfe<;MKJF@`&d!&DsUK@W`d~6U`A9_MV
zm2Ro^yh1LC#Nb?H&35{$R2COA#gQV7Vd^x^wg=J*My)SdbB~SEU6TN2km=m*e_8PY
zJ%i*ej?A<CvT*0*hqY=%ZJHh>wxHW}45@%73uG}fHjP-5H{Sa7f2R8vRona5i|<y4
zju4<~Tz^JdK2ENPGEUd3Z(*P=W*;6|8B-M;pPuwXjUqdDM6X<t@+x$pTjh)tZzwv}
z8uc{|RZTiCzS=Z1dIrW-bL&BuWJnbhEk@VNje4OVlaOxq>8-CmCvsNr+oV@rH9bR)
zPlfCCgD=-GLt#K`<g@74J79#hOssqSM_Tb0F&Z;LvLFz0`K`5B0J9xTnlFseLGGfF
zFz2SE*~*$O1grGD>WwHf-ls;6w7DdwTlDi;eUD{`-64z%CJM3n^o#{PZ3?U(6~vZY
zq8r6T!Y(4nenh21?t%-d3HPa9(0;SBXSBx9yX(mQFaI2}=TEv16qE>}^7)|UKOg`C
z8S=9G5Sy8BHLH+S>*Z#z;*@uq2V=XFPrM87i!fD>kPa}N0C^j}mLSH!7PDvRdXp-6
z_>+9gzfkk_ib`@MHKhRm9%f3KbjVC!>%dp<5LeFU#M<6?lZugFWb4D7=es2Z*{`rP
zZeJLaerGFj{bgx_@|VIz2k80wsGuwcU!wnmQ_!L4#v6GNu(qM51$T6v3tM@%Zg-8t
z%4zB&iMDU^j$ff{w&i5@8MLx?xrY>2h@<KFplrXSGR0?d=ql8(k!KFF1U9YET1Bs9
z6D8dtUX8`$<tV?g8@1o8508{LJUe&NnPWtfUMlwT5|OjoFo&pU1c&1$D0biIs>B3U
z1a<gSXRB)^c*n^q(Bv9b%wr&EO1K|jD1^KJi`xWL{gW0ue*-L80aX#EzAwT&S@7vY
z7lYyY#7)J_Z;A;6(f1wQ=SCtJj3QhPaJIHrp>^G<$)>2!%<xkMCyQ9A^|NdP{W7!q
zQS|7pm7u?Q9;`hdH+rn>Ak_%6;mbWL<`~p+0QMeT7KWeDyd96f)f?}<o=-nfg`>HZ
zQz^NG6%(i<Pw3aQSOxT&d@P3l)kZ+D=D$Pcf53C56XXZK^GNLlzGm$iypcb3ym-`1
zi`N6rwH<n2-{YqjXjUjEOek9YLd%!6X!YjPDRWGoI3Al4V|r$2bcFxs9xC$ejXj07
zcm;Idq>xuu>-D4;Y)14vOw-~bJ<I9tz8#Y4w6aO)yCFH56bXEk$JN3f;(tb#Df-|u
zVtf1zi2k)}D=}cmmZEl83WX%mgeXK3_%yzK?CoUP?BL&NW>F}}rBYuSvWi0oyG(+m
zeo%Kp99Tr8m9C|3!j*60-yZ8}CDgr4iYyJjYC|R2o@&PIZkS4p?23r<-v7qAuJ?Lj
z$1B3|h}LNJR|6L}iLZ*sHy7MDTo}4P#d5<zih@-gc-fpUjqw4ge3{Q54EY}>E5UW8
zyKQAgfYBh#c(igpi^o*W#MlEb<)jP=c77+?NbBc`^Lx{KVw1ne<EU4qF;<^6$D})r
zARnJz3}z9_?|u_c@7FQ8{3<AyxK|}UFp4$zv7iHn&FY0VdO*`h$-?d;gEZPiZy_gQ
zG=DQtIEdnGSPffIAE!F<t64ns3lVDHHiiH8<$98{KzNQeQNL1Ag&dnq+$dcQm5dTD
z;F~{OTJLuGGqJGJcm#0#+gq0<kPq%5j!F#E1y>)(?j9unx!7X05&ML=<~J@E(!v!|
zWdwnW>*7jPZ1Y|LOe6Ms$y<ap0?(Pp{cB$fe<toYQZi=33d7{`=X9lxo~GuK7ZV(P
zC%Swp@7Y!!tmQ6;CSR0WUl1JN`}XzbM|ul%I;?_EHz$b$d@Ym;YKlUC#sWiNfFO_k
zN1p$^`(eTE({qjjp~>g3KU$~~cQnb)(oSF$oo4s<GXy`SPE<E?r_0wGZ>zAASCeFi
zkmdX^m*5bVoO7Ni>il4LMD+Z<*HosdL9rP7bxFUnqT6zsPh6y~1Hrn&kw~rjg~7CP
zIg3zXEMUo=2KNLVLZT6=QRb8sPt_xGG@sW*k>BPKV|vwq=xO+z9s`c>?iB(b{<9<Z
zCmqQMCNQ8>L?tC~nGnS8Ds?ygvCY0?qm?PDHq0)(BKD3drQ;-Hap#px_Bnssn~Rj*
zk`F+D;)*KC81}e8(d&$Ag}dgC8bwMQJ~-~-tGSJj&NNi+I6C#N`<;{|sJ8bWq!<(Q
zQ(A2H=wLjx&$QrhDMPE|*RW_|r`Tf~hj7bvav3+gcepHA`3R&zZ$C$VLh{e8eomx|
z^v@;?Vn$OOJ}lvDq<Zbxhg6!zMLu{zhre=68AK()*|bt7vCv9Qf8rPB#FA*Pfzh-8
z0CwZc6NN>)r4@>sR^W{n_hf3W1EZ$qGm8YHiY<vzJq0>6-b01uKXd(ToT9ItHDvK!
zEF?8cdM=eMiY26dN3c3O*Eij$$7hinl40MKv7`Uk@;dYl5@L7#>+a6o8Gz&Yfdt79
zm9#{A%~N;}rwlJaNvbSHHRC0EZ<`(&y}l}UGfmGDtAXZqU$-O+NvUG7;DX;|p`R8e
zR>dmWj^o3@fvG++TfD$h5QvL<m2%&@o{?{DRkZPR^Wvq#!G|4bzGpVd%PJGDrpreM
zzrw<uqYo>8YFk!(*UKVa2!Htq`daNn|6Yqx)#5eHEjELd4xlTfL_+d;f*2U0`SN!&
z<iPv#-@-oP{2W2mr4G96(oB+;A8-x8<qgU;)yvg3r|x}85sq@W^bSRIi@%hrdRg{o
zsI^E1F|%P|l)wFU)vMNI4lemK#noPABWPvtN`kK~9_*BJN0d>S0aLtV5NOPNbd+k(
z5p*KhoE19MUP}9s;2d`JfuMwWDkbV;aoMZtyXLg>A?c3r%KxH<)Mvi(y{_MPl=>%<
zUOho2sA;<Gm;+>r)-w$rfJ7>kNCOA9Yr8WQ0Z2jetc3|UtUPW)xEzC`#%hoe_yI`;
zkQYxbp0~}__L}GPrRs2dd2aIT_d}q2&v_gz7;tE`YKM1~Qvls1AdJ)|J6tJg?d`1r
zvZ*VJjtJu%nfkTt3O5*SxyI@|P*J^Sj6hsPdetDLs<yru1`%-DJ5nxsmaWNuc+iUO
z->Lr`JL-1j%cM%-)Td4@rn%$E=WAsDrGkv9NVZsxHx}^RSgP?inHpLimF2M=`jrBZ
z>0XsWod)NA)<I82^}3}%I+9ChtBT|HL~~tN;uSWR-Xa+RHq-4H@MT7z7Hp43haWG|
zIN;=A4eVzCC4BHdWtEAaMh?;kECHPu`|Zy(*u0w@FL5Hf+cb_&an$=PH=mop`mNJa
z3qVk}BJ2JRjDX^Ra%*QJ18obC1s5nk@<ZEpTBuzihEH0%p3=@#TTbfidra4LU0q?<
zRt}K0Lz8*-4!v&F8Rc>A(Devg#xQ(*KGm>yB1>L$Ut0utfQpkVfR`yKJVsc%jKi&v
zgM#WgU3z4BPX(2f`hN@ZG1VPV9SsA@YWGo+L9+B(JBV7f#cq?xLP>r;9<K>Ji1FH#
zFDOX@5NR{k%=206gcupFYQv(&#n$3t$}deq4e6yvSH<3Ci=vKlUuWAIs6Pn~7Wmr5
zBqg=n>XR_RN+BHnLIYfZmk>>25b{kZ8c*)UFlViQ9d4e1RzT!End#8!*K+MIwc-!$
zbk;^FU+oI#Ns$;(To(oh(6Xk}M5>^KhU3PmxU@yJTeQDvK-=1?^J4HJ-<$mmT%Yk@
zdVogQ0CCS%=;Q!bTHRoCH0I|U-CQz&73XRS%uew^{YkY^{xavAOQ%F3_nz1bto~jI
zYEtLh9W8l+wj*a8F1+3QV^VFk;L8KIaxt5`7~Z0+W;9nuu@cHq=3yeT`Iu~Lsth$z
zyV@*LHx2*-`!zZ|YnKHDn2C_96#q-u{=_ef2T#s4PsX<Z9p@bVNQNWmF`^4&V77If
z8WSD8UB>~yz@4=JUj=6|&v6Q$z{&b-wdwS)b@du6LBwsFdL1A5&m_dX5})|&ZzoPZ
z;7R~i1J}N440}Vl?3ylYb@4!2?!!-k>rI_T8ftanh&w}eyAJT;WT0ha2Ow~Ogr5V-
zQb4g9)zb3y<V11HkNA_WuIGcqf&P%mfgR`Yq&n8gyH*8)aUcCZGj5uq=GnUHuzc)1
zSQ=+I_Q(tKBaS@3(%}A=?Kpe9_`*>vQ$@~HP8CWp_)RVeH5rxQyw=AH5S1>*_{YpG
zaKx4-4_;R+Iwu26fxcxTKd5L5Osg0Lq%h?g`7TkXzYLDr?Mddkt|N|1ed9Vh7b!u6
z<ZE;?O)90f!DtbJ%oA>rIB8e*N+x@tnH}gCZ<qjlZUs;tU7bc)1Hs@80EB`VFRqfE
zk`~Ln*WR822-V+YqzyEw?IFo~+nPs1v#B6IV!SgYTzs*s4`}^(FE?f(O<M-3u!bgK
z29`(wW5}QoSHgb_3bctqG*!<4IIUK0-)~)f3(Y{6H611^ajb@>Ud^YMD5De1sGLm!
zIO+yyKhz$g%ih4&@C0r)(}3$0pt*&~FN=s4XKXRv|Cut|cr0p!{*yAZ3TQ4MMBJb0
zH)gVKm<Bj~{k7dZstX=HLEVu6XJrv=$yl79Md-%590J|5Karu!<ix9rM?p;q_@_T6
zfIRaz{2h%h!3<ahWOQ$>7Zwieb{2{rfOe<KVz*uknCGt*Et2fcXi0#9u9+&%5|-kY
zhL0fPCTOTsoc-~X4MgK-ZebIidX1?BINMZNc>-g&dbge`)$yu3XJO%!#!tt2Y%+jV
zQGl>su4b)dXw>YQeGE_LIeQ_OBV$<@v}6Ahc{H<yr6<kRFpE*kw^KEMy-6l<*jz~`
zd^XB2)-8QTa@{$PwG6BNi%YbiLaqOtosuPMeDccE!FRU3J!S5O4;2}ki>Y1S=<)O7
z7#1pidSMfV1JU3QsV9(eEYlb_Zx$4dN~WnFej*%!Pl4#K2?H`Vr2-CAB6)gZ;O^&I
z4=Q*J=qYSZJOW2Cb~ifA7UNaKq;R`bs;>HFlo@oZli|Pl?UyM9O|LeeaEFag7Cb@w
zJ{?aIdT@lb9gsWPM4EcWa8xu;W}uZB;;x&4NKZn6yN{m{ixR3f=r>uj7%z*sO;?zF
z^k2HjJ;_;-h5yn;&V4_LV(uiA0y9B)E1HU;fP>HI!j+7BXXti9#E4TTlM!*VfYb>8
ze^5<2Lr<skM%M>4Qc_dh4n+je?%6EVb~^0M83Fp%nmLZD^1#@)8vh*=Z?-L!#Wh*o
z#AsN#6=(Y{o)zTh*8&%gq(|wwGG#4oh9hNod9g<)i%LE<i379{xX=`yp6>Wo6V6KJ
z3ioEp);t}WbLn;3FTMtpi-XXTpJ#Pm0tded!1mJ=RA(CtWsc#%&C*1;y|SR^UU2;T
z0d8o?e#0HZbURaI(EPde<;mjD^ARt1h`#J%la{AL^I=tx{q_v$&B`TgLFdyZ7J45b
zc)!|rqI!|npI8F{w1swq5T~UUB`&VR_e@;PR^d#Hjmv`DWOjpm@DxDIZfm<7t8JUU
zdpu$^`1376wBc7gZZLaK1Zk6YEDTvchK2d5H<f>c5o03R6PG0d(<T@)yL7O=p~A&b
z-3u3Ni)`FLJPRv2btrQbjHn%D%gqOkQQuP}KtwNac7&q_X0c~rzGw8xlSeYNo5I?r
zjJc~^UQLwdSTHv8r*=^ajbX?uZoJMOZrQ+d9`Bc!B{;S6XEjH}O9x9&Xlk}=fb+Gu
z9tz0%4+iRW3K<-<3V@3OK-(ti)5xb<-;ohiAW1R+ZpmE?bz_QYa~bLh3KA#Y0{ueX
z^PxngbW90ARE&Ll2r~}G=lVd;Qqe5pS!NA7Z1VH{&KK%CR42pcV?oU3gC{85b!!y}
z;A}vHybWY`(uubY7ac`zbOk}&H3Xi{aJvEiYCGdZDI@j&oh^&cCOVoXzP0wcn!f<x
z`*efp)qs|pMwQtxpgIR`9Pqm=`=5MxamrM#NY7F}K*oW(#5aH@(u$u)YGCb{-k0HS
zNk_-HmCr#>7gbLRsT$y2q3V8DXk`f<1G0erxCS-L(Sf`f83*B9eDI`4yc)q4sojk!
zvI8tg7517!aviwjV8ZUhK@js~`Uo(D{Drn|?8VCp>H`Nf0r%2fcfkZ6>i|E#nw6!%
zqXXZ*>U2%-NWCT?M)#{kUJ?PKwlU{($_JW%)sKkc7DG5}$m<@vkIXavfW*};w@jLz
zn(J<{p{%%${q)WVH+nCX{WUsv@Lmv(ZRFc=!^{>}9W5|{UY*|KCl|;f*L_c)oQ^0i
zNpZEmrxaNbQsKi<>khV5$u=#w6-%OcpB!AVMR7l09c&>2<{Hzbb8KdlWD`C5gm(qr
z37BKX3z6$!iwc00@_NwCnv=gCKU!_7U0_DgHX-^r$%bL<0a+4Y`1kIJaht&|au>%R
z0(n>eAi#C374kfGX80;u;KPJMX6zNWW?6w={}*y2m1Cy;<1P;sXX~S_ox==~^;y#x
z2Qu4>NO0^AH%S=-!#mW}gbYXI(P#>{3WIXf3fc3s-9u<t(`_lH)n2dIny{F}M+1MG
z0_~KnC;BJTsu506rRX~)JULqoOr^)1(Q8Ail-EEari>CJGT8=t>BgutnG`9QkCnI<
zeP2TJx>>OR#h>KSc=>lw^dI8gHuUeMrQQbUpQug<g-;0HzAMC;uNoSO8EMnbtFR&`
zr6w8G4z5a0JXfc6IviK`O3v^8Wen&T?+wJApS(IYvLIgTDj?pH<<7J1=Awpdk`8X_
z{&ZQx$|7`9Im&nujr&t|pqZ-ci;KcUG$+?2y#fPq4T06dDRq6%huowuYp?m*ByVy}
zXjhiC{U`79bjkScV7K=3xD;3@bIH+7LMXdN4j@){f0W=|Tv~ZB{4Z>WNa(=$h-=@-
z%qXp^kOK~%$0R0E_RJ{R)%7h$PU*fSSq@Z9;(~M>f)>*rwM<G@B1X>)rUXAc!b5qY
zPgGD&Tt|sUL-InIK2l!U5R)~tO|{b^C8}>SmsXBuk*Hk$gEWy^1Q#}5uzX|Bs-vao
z@|s;KWSZT`|AigLA>OG7_4yl%LT_%%>8aeS?JrsSNw0OrGJ^c<=d`R@O8Pg!7^x3h
zW`Qgb$&(-SdHv)NsJedLf!sSoBU&Fo*^FTS{!33zZ;!_?Xt!;-erIZfFyA^IOZZZR
z{wz5CaCY9oXE_~p9c2jBXmjCa7F%qsDbQ%iWoBqLI$$9yj*h)fd0>H|i03xi7N9>o
z7sr@VD4jBl|18=@S&Ns)bFBT8TsW=JHj#cc=9_)Ix16JkWrKx#PI^!F%p-mgv}t_I
z=(O#R<*_?eKj=q{c*0zn3WF5!il$Mx)F~2Qkgs9PUDNx&FyDfv7ZYt{vFMq&;DX;C
zJ8&;K)>9%76sfP9&n<#e{UuBNZ<9-#$b}Pf_%x42ReWEPlJuWb3F2^on_<C2`8?lg
z@EdMcdrlN}k$)IE2#qI$VU2<rq_J9OaAHZ{@x-I4(Yz1qQO~dlEHudv^4F)gN)}sR
zj$pwu<<n!~h=1v)$i-M@E3PY1D^sgaPie-wT5c9)#C23bxTU55eixkuwoH%HrVTpM
z-!S|={dn>_*2U#OVaX`@nh160M=N}tUM`nGYg#<HKdmX;J<w%|ggY+K=|6b>XL3C(
zw|~eRLmQuvaOgU1zFGV8?OUZw53e)lEL@T5H=QGAot8acYHzO%{Rc7Y*uk%iF*b2M
zA(LwE9Slv;QFG7e_9!x#Icl;QfLo}F-qSDSdJ;~*JIoqvvYgeb#;8`%)UC%%nMm#6
zJ|COvdzF1q8tgnA;4a-$`OpkS?p_Z@i6(I_Xc*T8bktZ%V^1ZUMK=E{@R5<W$A{w4
zw}D#G-ln~De8)aH{om(FYsEHlH8mBQWfev}0OWzBhOvxjA^BvAO%?vr<p7<!z@JEV
ze+$Ho7ZRyr9dSW-(cP6mZ>jUEpnNyKTVFwM;$a4(um5;C^Gqg7T4#Q8cW^GfUkqw7
zx#baCcSCxAe0iYZ+6s2bW9UZ=Em1tT$W7&1ENsl^N8<*=?AVxCteLB?>L#|EvwtK=
zR}Zm>xIB{VIjG1abehchl@nWTutQtLHQD?D1#V7`QYBh3L3gTqvSaZVO}xX4y<kH;
z_<s)E8a3@I>1%8V=T90lqO{Uiw|s8ArY{dErkr)tW$7cIgKH;5oSP_(j?6xhZM9f~
zD)1~spDBi(#Dpv>Ny<D<VlA5VM!C%dPmpJ8I4w}(Qe>B!xzzmxj`RRqYEBoU3qtp=
zg+DshZCHFrQ`2+h#AF`hSkTi?r{R}=c-D>K>*y}7>mMX|p{b|mKlGv0%Wu%$N6~n@
z?>a=L@$sL-1GqQ8=GT?Yz?RAecoY7EKi>53dg?ZzVRDQ0`{u|Z7V>KL(lPlFc@RbE
zd5HS|SJ+uVMZI<X|9UM{LO{Tw6p$FY6(j_PF6jZufuTdX!7E6I)X<`ULk%5DD={>P
z)PRJNN(xBV|A0RC@jmbSy#KXaxE710{C;!JK4<Um{(knXokcXW=^jFL46c29kt%sO
zf`u4z`dJ_hg0LD{U^mP71SPpDC}AW>ADNh@b)L`do)MCtTCd9#5p!zM>2V_KDEul2
z^jGXg!uicINu<+FLvsGDhc`OqFT@+5oWxtTI-S~s=s3A`C3?Jkc3;-cBF7Dg2Bk;h
z=iZOEDcB9aswrX9u*1dc`*Nj{WU($O7_0@^#|@x5%(Qah)p|mQ9`Fls#64HvcxRr8
zxMyd{=_dx@M5kp|9)=59s{HQ135kfevR@lrq>}a?R`><_n|*1c7JH2qCUKZk+4ku2
zX$Ubfuyf59NToAjaf(fmyV=_M6~lg!l7hw|j);_1BkM5x>+s7w>IXOpGT9h+ts|9T
z&5M+wEXZ8#X+NAvs(QilllBVq0X<4VkXTmm*iIq-N@Zv}t97ZDvHKs&L-<!0H>zmw
zL6Yvy<X2xTrGXUvWjoNDpH@XcOR6RA8(GiV%#B}6pe%$}?w?9%{3{-K{kPCIUn1MS
zI<@b#qwc#Tz_g7bd#k{Rn<-6M8;wT^VQ7=^18$T-uPpT}$JeEDYzU-OUQc9?d96FZ
zQ-(@lvPsolYu@x;c7r3Dm@4Q=?lPTd$e4N@vmo^d^Gr5K5KxU$IrTJ8&*!5Tn$0hb
zKm)q{Uor+?9)@WN8km}}HONK56_rf2j&`5XjI_R1@d?B6>;#BkZay+@)D5w^2if`b
zUT>W1_IBFPpYiv}qiA1=_ut&R`s1--*~76@F98VEXD#TZkAd=k_xB6UAm!Grzl8<e
z(EYa-eDDH+mzJ9A5RxHVNtNY;8vm+@@OL?Krq~LU>xo&YY+09K*?aFf{D^Mn&U*#a
z!8%IU`=qscx^9Gj4}75<%Fc5KBfylxy=&aAML(sNP@$Bsvd*j%H!aI<k}iu?&=@A_
z<&{ct%HRy|kg`sH86IJz4}0K@KuM)A^vWAXWGv|~$+hk|(zaCY;n}2LFNg4IyB2iF
z=kYN!4wNY;>tJ|2UbRpco(h|Xh3}5shSt27=S<%$<OeMKwS0b%^x~>rP&QXVgXQ`V
z3pi`(*k>9a`|X3!h=+H!DanIqO`O+w1a=lc-_(cOXWRGmCiI$0l05&4{GjY}PgWGV
zJnv7|tK3W+8cxo8@CH5oSu$nCKRJ-!@iKy6X(tei>H2EES=H&3I42`i!)4kTh8`}<
z<)u%pfHHQHe_2vOd)V?@MLy|_U<pr%l|wO+9(FJlu2DcsRfxpf)KMgnZ7><lh^91(
zH^A8tG7+Uq-ap6EgK)7tcFWt8=8wC@qfM_v!FQqM=w01%Q}4)L0nQ$><msqxGpL!c
zIdnrx{r<Ec`xLr4nmX@RPn<{Ud2qG90_<1SHmjnBK*PTD?_K(H0XT>@VQbRas@Q@T
zk?Pa-f{GW~DQ&%CRZSjsd|8SQCDC^6e!le)bB<K#M=n^j)XRx2+VMLHb_%tnv*B+g
z@l%;?AnteR%5KS*Qpww3pp0UhowztF13Pv0rjI=G#Hbk113SaV%T5{&6}#VQtQcuO
zs-<k!Fw1I#>EmRQq~akS_<%r_8;8s)Dhv}=97BT=w=HH3wfM0a=ZxpfeQqv~^ee<W
zyx?6QN%IO^&G5VZ==2s2G_cb!BZ=S4z4x2WEQ!&bV8Dm|T+7qF>cVt|`^~b&WarbY
zd9^zcnesgP76i9G#*wxrBZlA661T!v-lT~LN_A4QDJT07K&LfYo>%)cF0<BK5%d}3
zBG|2k5WJ}=yt`417)L3{Ipxq)YTKuER}k%iIsG3poESlKNq7+y!YkO>c6~lr6RT^w
zyc>ec?jbHWr_`8k8H-S~jf5=Gk9S=PXG)d2b9s|YcGOp>q8rL~@ls3w^J-fit@B3r
zucQQJ%36N9z|yD4O(08tCIS4*Rs?793hensSv!-eZh~<1>oQV8`zm-mQTTByNrclS
zg8~x`1Zbm2%uc4TinW$tS6tLS@?pE;HWt_d(5pluil|PJtiy53u|bB)-rJpVWoCKG
zNVQVAFbYB~ian(~k{9yTAzRL+1}vI9+zzpq#fJFR)&<N(6L>#ZhQy}Zs<ynVcav4J
z;A_8K1P`s;&t;df)<_$!*>rTgI2u7{#{s8&Xz=iTms@&7OTjqC2H{~w<V}mBHMv(-
zYnZ!3{aeW4BCY&KvkzSmI1^LUrC8RsyFOnc9e_nV8`2~_zp1X!VsTTMnqO@!60Z3k
zeJ^f_Y7GNJ`M7>Xq(fb!jo1;Q?HftVNTuc)wzB8RN)08s;rcK?nwGGlQ7vToY6AO5
zY~n-zZ)VQ17+HR_m-Qse0I^e>r<r_<54fB3P|}w`XvWZAQ*JUOiLN$Kr{qxv=;dK8
z-=kajk87f0lq%L~Iv(FGyOX`eo+_~Sf)F@{zBI^izJ2za*qsPLO%V%P{O2KuwZT)C
z_MaNu{iCF8oT96GZqa*BFMs<xbZGdhHSY}brG7@iPR@gY_w>-}g&^0%N4kqjF2gI5
zzN<L=X11V3q}Hg}E;sbg@GB@v*M~$Ag)kxf;xt5inb|Oumw3#@KZ!jqWuuirz4EZ7
z<Bt;i9?hJV+P~OqWNa%}Nu$cJ@cGI<Tf^O|N4@cNezU>}kF4@3Of=A9TmN1~r!~W(
zdQiQI7T49RaWdtNVO<?@{n0Lwli>zqpPvpd0RG^Ujiv*D@&awS;u{}s2sL}J`8$Hf
zxZ!kO$ENSVuB&@~3207hz#N(aRFohBvRXGCx8)Bt+1YCl@%#BkjrIiWr!{OK3+*QO
z{Wk{3Q2|h^?(53a$JA|AEvT=y1zNoWK!YitE`QbnKWZ0C)4i(5xlfbc{_nxRy5D4U
zbcZW?%2Dx*d&qhC|Fu7~dLQqzF|+LfkXVskecl&O?5(@AZyg!GolJR86>v53mj9KU
z<GVk!cCuSxa`W=7!2=9m8$NBFKRdcuPwRNq``V<B&1AWT_-Ltf-<rd{W;fll(jR%5
zci`_H2wGu`k=OL@OwjhXfw@DY$-AJ1o2!AHN;uo0neDVGv|J;HxF7gu&3pCqrfgHt
zRtHU*Db!CZqk!!IyxLaoh*QJun!|2&(aCp$6#)B?3chj6cTl3S{&>ovL13+&;nFSF
zSqZ0gkn8epn}>Z@9oJKPSTNZ-La&j<UV&;WxS{T+*f8NCF(DpzsV@XA=klhIDrV>g
zA6Ey9RJPMiE%I{$t>4T8j$+%3napG~eG=YVM-GQbn~kapO3S$O7303mUZWrv9isAi
z{kl~XBCFi}a=p}NDBP^KW1SC^Y+|q+gils(mS>P>wA5ZtSmZnhuiQ}I;pZ-PWy~L}
zx!Y;^hKb>wt*Y%JNpM#ga!DNu3^JKx+T4Y29TI`}8rWVqA5~R-2`WJ|d49^sp$y`&
znhu$sE;^uW+UF!wKI}jz!GPYf31}t#fNTfAcv>R@OJf!NS(nn?7Ku-Mzm>OT?7pj_
z!#|L?46ZTFmWTeXnmWuf__rP}<4CG=(uJ$&GF_M0DE%Y>2Vr=uatiRLQl0h!ZE3Q9
z5Ojf(uKtw4yR*tJkQS%Pa}>lVC(kmZ9$>ow3_rxdhp>;J1pOFp4!qc0$L_+!N5?@K
zZ)}q@3hP;?Dk4Jwz)W)rU)1aH`-kn7+BvsVPE24T1T2TG<o&}OByz5%D3Zom&UaH&
zduaSPF)zsEg^1NGDDd|oJpa1ZOVwzhij<eHH|i+T-89%22L;4V*)!M-#ecU`Z1tRc
zkaDocmAEz@jVV|AAl!D$K!-Zj3zL0|Q~VQc`qgW8HLo0NH~7jD%ry=n!m(35^E+Iw
zju}FzF}uB5r@K%xc+E;j+V=8#rzVvkqi*v@9(n>g>|um%8&{;2Pl?fhmz?X6M~<Lb
zk{p>`31k$mBoBALgN*a}az9p+(a20oP*AlqxJF}R^$lGaw=FG1F+3D%OS`veVqlx3
z9Fu&bBl^(}uMM_}f$I{98ilrt@_f0=QeH(z(A%5{EHIi0N^_Eov|b<gfe^_~G`kiE
zAMm!4HcSx@r~K~Y5IN}P+3FGTm-yCI+&##@vU4}BKl2%j;<p?|#gV!n8%p%TM?V<s
zEFQptd$jJ}<L}3(N^M@8?9SR$WC++@ZvBk@#kd-c-fDM;t&BB~N&X%U724KmwBM&1
zyO9igFD!S&E2%J5A<y^~k<;e2+jUJo(T~5sd=YSYOX=hUv^@LQd=m#elcS!Y6CXhM
z!1V3B@vp108rUu}7&G!4m6upG0S+2A|D$&7hMhreMdKFA*<~-1fcPv`O{V%!UWe<g
zl>0lWBU4FPR%4NO)6^bbA5Y8#a+bc!H*szM+G?A`Z6eXfp26FNi>aibwDlkaVm@=?
zj0WFtyf<S>@3pceR7rYT+22g(y566c6G1Cjfs1A^13ZAk*e+TYuBqWH@0?)Ty3E{M
zgY$e@ry9R3Yk@WRGi&*>lJI_oIB|l**bBMC>vVNH$2zAQ48T>oI0;r2`@wrP^lA+N
zYS7|H@h2dgK^MoXzU<kp5es+3)FeE6nWwyJ!&UH-=}#Swy__fYUWqmSt9f7Y`UBs$
zO&~iYAcj4m9qJduN~ps_g`p7S7<on6Lwr)}b`y_Q`k*cSuEAVtSYm=ym%=wzUDpT;
zE@TrQ79E0L*j=7)o!=_W5<e%0#PD<4OP0LM!;fTTtA(o8k#5v0S|kQXJPGqv){T43
zlj?q{YcG)^iI=aS+W$>QKU>0P$+QKnHT77bCLu2-HvngL^!P24QVp{2MgHXz$I%aT
zzIIbXkN%~FF*!Lo0d&wtZ|$al^1)H01)!-2TPl=&Q13Q+=rytSA{T=Z18Vfi+Nu#5
z`NqT2KtNG=5b_MlK2T{B43vNZ?Sv5>WtUSQ-A{pvBjjsVGzCeFRZ614y7Bn}1E4s^
z$m;Wf-ge-8Q4aFH2Z)OPy90cH)iN7$&i!z&ZlAS?r)U2BHPFFnGyDA~)nibH{A9&l
zj5#xg;nJm=M+bGAlTQH!Mw3291Q-Wu*XrJxu*sbr-N{zFybpu!<|xr_HTjD_($)3@
z$MMk@tkLW&yn)r<ZIRh|fupaluYNZ(1D!MeqpjS2e@55U{7cV*;z_D!U;W8_@PN@G
zF492<+d#vZ^qyivTd9b74p!=9Oq+2hpE<k!B`TGtI{0oM5jEg|xnXZ1@|H-h1urrl
zW$*E&_1m{|37oaFEtkTK4rcRm#Jy%S0R6N2#C@5OBK@<Q<Ie*U?HvenIoy3!ngjrw
zC#P@6$mqy&B3Q4gyV1Hc`wBAwkw+qav)r4fupfg1w?wyo$P#oPt_Qo5&u+r90r@p!
zIuk$IIF#!`EWJQV#qf9b&&~eJnJ;`4T!U-;heN`ZupLew51%tjA`8`eD6bB=iUn|z
zn~2Qzm=&r?0AfVDqLQEV`^*4Gp*tAPeEl*DiiO1BA}Hc7o+0B(H#IHkt^Rw_`JLav
ztJ}EK@faN(<0b8;qmL`Q$8jHlAO<<zf^0$~IsAtv#S;HqR5cN$Hz*)nOG_iuwjO%#
z7vy(m($~*te<q5C*F|m}*ho_akCrwfAMI#sQ@GmSJ^X&YSIFDeqKk;^(8HhS2wr$f
zjMg>EV?a+|z670)bYrhf?5jBN?#j66;}dD%<sioR$`)@=1}>G9H4*~x@ValG&df=^
z{^5F=JEKOOJR^Z&8J)BcLEm%kU1mDLJHE=Xjj?uE%$vz(xsVY*h4EQqwixk`a@o7|
z(4}OBFxL%8OR`p!S4Kh*H*>G5e$>|8n?i_mp=nu4$0d>K4OvPjVr3pFC6QX{r5pm?
zJ%f>!%lDSz-(tCJkBL8+rz66)DnHLIkYfH)qZmYqXM9&D(619{zsob3Uu}Q?b*w5{
z2p-x<9wmg;aBmOJoNd66=Ba_|g5X(ofs3!DnOoqjlJX$CHMILl8F$2DP$cIxNj%BU
z&@{^1*n4JTbmkMQ=fz61&W*~3x`bHf8KPk-y3YGg@5lhOTfMJa90PJ=vW{-)_4=nU
zr%R;?#?ySZS<~AI?3&mnjT9zlY7_*)LwxkupJdjsgr+<c8-hgCwWLH~-};>!OJh>z
z3DBoU*3<H*dU=Os+PLkpFS&_C+*^4P%#yq>z#`kCg@q3aQ4D#OWgy7P1}(LbUudlb
z?b!sA-;sc<nd_`2zU48{sD8WT8=`lWIm~E&)=9q6(j5>AU!zk;V!F(!f?P3rY8~A&
zeqA;Gc4Gs{qK3(zB?g*A6q)ZCMR-z<?6K5hQe?W(<3TJnXv*z4np;R32)zOX6@pQ=
z9-OW8z+Vyp#cX0ue$A|9)}?aXES@y$#}bw2t+3fAZ&Czsj5A@-C4qzlBO|M_GW=3J
z79-fI5ZgBr3O*c}LHVkTpmmA-GF~#hFmvCv@K8#GI6|bJb+INiu>n_fb7eSD!GI9%
zoQ+1)0{9NbF&?Isu6WvT`14uL8f6hZd+vcI|LAkq`xoDW<B_Ojt8uCzoqDpjsUr;X
zHY~J0^3f&S(twv|v$s5KX$QYz)j~UnF;1FNS4<;NqcFT3FPGZ>IRR&G1ZXr4?R<4%
z?!lAJhn7miQx)XvH>4lP$60*z+7>m_AV7Ky`IdY%7m?hecd88=3TrlXmK(KBC{?c}
zBeLB{6Exk^%c`Cx2#h9TmyC7FH595TCh_);Id5l8KgQ8CNl2KuRc$#ftP(o%lKO`l
zMq^&C@Zw){qfx`6P2FtaUZWtLKJA$O`H-L(`K$i@vy<^WNJ|%tq>>!n4bgPdb%8fG
z4UqnVNN<4*W?2gzvc?IHH?MSq@l-}zXf8Bt@&*~xAa&C4q*^TC<XE&}ibs73NbQU>
zyR%zp@EKA}`9g}G2Af^J)`-j2)NJiDdl#s~do4RYu{&FCxr>{5DiSKI>E`qx9)HP|
zE&3)~4LY<yQzi>^TM%Wz+g#U$cOH<7^T8Wrd@13BtxVy}eR28Jrsd?Qg;O94K!X6R
z!0#}Cu883^JgQ&#m$RdS0`y@656!+>1-40wBqDM^5r!_3i>&JX)bggl6`?^Agk*Gk
zoj=P`i-Pj-1OzXWhKF`W<YFijxZzrYuJ!yf=CFis%0k^3&LULOmd&#yx%VCA#p|U}
zWNm37h<MHJm(1)3Q1cI=i4%xdvP3$0xvyn|l>fLl{4N7#7Bc41+0|@+wP0|rp(!n^
zD~W)GgZ|~PXkua-NK?Vz3Ed(?5;wpa&woQ-kaZ=flEt8VzQcT`nxD|qlcktPC?Hs7
zLTYo?i|yyr{3rY%um4xyCaRG3)do5@fJlJ-EnOVVbgxfm#rS$}|8@yvY@P`hpPeT+
zj(f(=u8{^~#o_*f1~|kg!1<)-CGDjxW>BG})6_osYRpDB`H(KhJFR(UvPu+E?>nH5
zh1eQ3zwQ|?0-%ARo)Pnv6lU+rAP>V-)lg6dA<dU8bWE~66)G`2x!Ig(IM>Zo{>XN(
z5V@$H+d+u1%VFUeBZPyy{U2bnfk$=}g|SqXw$ilfshKv*vtxI-ZJ#<jF?Feg=qJ55
zN+2Az61~maNDcr#VUn>D>)e5_JV?8SPgQe%>9fUZcnRoIzty^$*Z>qLmFQ=!>nV_L
za#ikJ!fJ9g(OdHxprmSd<Ff@+ux*of6!NTZx0*eC9xOQ{go4V~Uo;Aw>zNfq>JL!H
zM0U9(FPcWi)fHd^9`n|*=9JVg+%h&TtAZ5kwKdnXGbqqAQ8K)sd>!aYoJ^T8RJdF1
z_7D~}l*ZT6YRvbtVvEZYb>o#Bui10;x|cYQes)tO7`o?X^)SRo{%GA5-C|$Th#VD^
z3gpwRtfOW=znK!|<h3z3^W||nHIzBLC@(NeHus_ca6j~GRFS1d0G!T)z*G9n1CM0r
z4g>iU#or_D7eMjo{wV{YR*8eM%+h-Gkdty<aEeq!m~bYKT1>3^FjUKX4`03%kCb9a
z!TH+m4V!E}6oYz9kZTzAZTL8aajCrS3x2lv=D5ZD?@2xH^2>bKxKvp!J}0XhD)8sA
zGFrzGCkUx8IXlMMnFmiW{mIJo8pEv9;w!LcrW>YgFReWdTD-#^qkZ;DzWA>gZqp~H
zIo7EdzOns28Go3faLKVgVyIK4=%A)75{Mu0JtzLt*z&Il4MC^ZNe?=9(qGi0KiNu|
z9NfF;*f`w#kx(Wi4RtCBqU<Fxn`kSkFpNiR7CJRVEp|1xC;lE)QX;@=QJ4`!4F+${
ze8PiHm>X+J!)3@d<D^GC23yU?Cn7G-SJFibKY|%z5$Vecg1hUXtt~|x0wIy@u-L7V
zE=eSBAc;kI$Vj5e<}$88Jq8`K6z|>Z#?JHt(?irLT6Yuo==r^^6nspm5P;4&NT>)q
zhpkX5qh-Iolr(`0B)IE<1!?s20|E%We*ljpt^Z{i+Z$%k)Gkm@Q07%`aByR=(5oUL
zl~+vtdOO^2E|kuhQE=7XUJQtJAy71<to6;q>YJ<LPrvh{o$x-qEGfSov_03HOA=$>
zV~Cx5moIpp=}}JmJ7y~6h@y;UY+~t6SyYUU*ry_8!xYuf^$S@n2h90b$`Ye{{K7X8
zxj~CVc23!-1^T7er4MtJB7q5ycLIC~%0hVfG!q=jn<e%TNQ=|)@8BUX3^qr3LZc|&
zX-hhyPX)SbKS@r1yH|c8mj3ovkx$aTn&7Szxt9HC(_Bv>kcbp<wJWuCFl$+x>Y3{a
zM*jOtXje$=L`g2bVyBg0wZbvahYIr2_-9(km_GK$&y|rpYDk%Qvj&}HV#doetN8=S
z(OujEoqRi|P_j<Eqqbm4xiVhVf}DU&rylADzb2PkZGr5CCxsMMbiM3dF`W|+=jB$m
z_3@Fm6Or{D+qOaazC@`cISNbKqIGb}94EAuhD~LjCGU{zsW0b=+%<>OVtGpMS5jqA
zH~!n7qhrb1#cx4pjfWHt>TfC35%aN8*UaRF^$Q4=SrQU;ol5`loo1=vex0pX22p2f
zJm1~W9TIMV-C!uYmj=bU4`CklOV2mmfSxBB3WaM*P$d5;)X5pXlAFZ?OR-9)&*E{q
zs@TTT$Q7GMZa^mdm?ZGa+=ub0!#8>FnJmi0d=2!0usJG0p@>sks|9JH-Lv4P@nK_z
z%cgs=*eNu8-~+1#pAihftb!kH>ulJhhTv$yU5rn-bU&%gPCw+-j&6KLs$wAeH@gY+
z?f=?qXC1?*pehY(JXdAZgo5A?=27G|XXnM^1b)x@ij+G<&zRIvnKlB@7-B7^bbO$u
z*?$YCLfk;em%B~b@n#B|MwSVD7s+9t#WKJJ<u#*PVFHdR9y0ON5oK&_xz&ZCNWSC3
z%+>U)UC1q7og%3%j_@8Ur&tE95MAd?bZ%r0D9XC3E?cLrGhmMeTj(*n$x6o-NOq%S
z2G^eX*tqkXdcBpr!-UG0#YdF$K&Bo-xhF-`F6@In_qQ_vJi#wa)87Z6+}*%P9(X3+
z7Gzj2MeuxI7;9p@F(X?mK2QJ0M{N_89U&=uK5e`3EChof0O?vhCl)(ih8e5gnRB5n
zBK>xs_}R3l2r+I(fMdW}SNm1|nnJb>ilmr_#~h>l<wLeBqY7`P$REpo-F@BXGgPWF
z%}D(dJ_%6nc3nwTDCnede+(OqY9HiDl`wpa#<M_=`%_y8eOwU`#o>FFPS`43vx{>j
zTl^q^$aGD51<@F3wrBD8kM+C?0dsi*z~}Ql2Iy=5!X!m=|MHlEw)<tn%xU}Vx?uJI
zj^wzD8OyA$x;ZT^^?M?Q5{0}-2=WbUYw#CkN>73{c+}0!L8jJbY<@ytt5<iA?RZF)
zZm58UF(0}JSDIA$0NndqDy+qxy*7=_e`<Z_BM<M~?B`>_jCUVz3wBTdjeSevAyZbo
z=Cjph1ZC%L!~vx(;x0cAXQ{A=86SH&GK{W49pP{h-SeTrCnm{NRr;b-EOXQ|<k(zM
zT-W1E-p<ckr}P^`_tqPj1?GSR^F({*_hy9xC^(n#f74Tox$$Lh#!h`axO^soR4o6%
z10f2-pNM(&nyG;@(Gf;2-1%jwKR=HnRUN4u$%Nk!l8vuEmd(?8{Vjfh8#>R)arU;Z
zwGN`EjLI>RLOlGNkHR?RRV@pcd>TbEu|P|x#)x7ZM%74$R`-G?VY3aNW^qxHL`Mfp
zZQ6lq#;MUu%Z`Cw`Au44QpoijSSUX#36+>;BD%Z*Z+8j^5-5UZ<;(NwV6dVFTZTC`
z6m8ZINYuLLy*m7MIPiDymLMO6FZd3z|E9cw+lOe={7+Ed&nU@;FWO}O>wfZy_SFHM
zYJ%Ca@|_<pHfh~V9w62a-+{Agx6@9gTDGAzb9UwG@Ij~y30>s%20?33Qsx1{QaK-u
zOOLK(ADX=2CNgos!1cvscYi)E{;hpzs5SHjW#yG;XmDNh+EZc+7LNk=&O*L+;Y`6i
zHKeEdUr5S1Vd<)e`iF~jCN#@Itg?%KKa7L|l%&fv3ObOQuHnjBgAZ3d^e-gD%?it=
zlo6WQIS(k3Yikkk+3L8CN{JZK@rz3C%=uGAE>Yb0Eln_d_3hvK4%nz5tS%O)r7Hb}
zxr|-i4*%54d;7T!^f~s@1Y;&8aiqN7U3%Hk1hPT6u#Ed-X4Gp_d|e6UEmE!IXD04X
zOzA1J!r7I^^&~h{MD|EVJmEpH`D$)R@*tvu)C4c9vIi+!QmIAxFPSV#Mz0aQ*-6Nt
znMj1kd4KVH4j0%XOSS%Cg!GX~_9=xN52FWD5i}~(e1y5I->VJI$KVm|WqSGwP{!ul
z(&vw|c!M+TItgAE=={+Eh|8c~5A}B}`MGL2?u$y+(y@s~I9f*<kKWLnktn{SEBR_D
zPun&qB_79v60LwBbp*t6dT!U0ebzt^1^MJ9nulNvBJrM?zcNf=_d{QO);VU*yO~!$
zn34Z9B@veU`6d6$m*Bgw+#YR2801csUNsr;id0T%3aN`7S54%Rf70~Xtty~t&nfx(
ztq2x_D1cooUE}b-e}!x_#8kV+yogItEW~y8f?D<Oy$WX}%`+Cs%D>G~alfPDO-q9s
zkQI++LoSg6_{ga&_2R$CQdOJ&I}<x`D%F(@m2>l0@uOYNPr+w~4jnx2z@ec~fK^4T
zj?YzU%=dAni#PsA-<bzvz@E|EuPXA7aabnbOIV>F5P#&e$<e2+eUxO2gE!a#nd-Df
z8rv7u@Lfl|qpQm#JiciB>k8z|Z$)u@w0i(7I}Stn#+`Gdgn%dEAyQ>5@lBl8!?ZPw
zz<qqHNz}jogMG}-eD4wZg|uPaLUAKvQ}y7-($vYiRWmoCSniIlMHEED;{>i`RGANG
z<m7cg!L!KmD>GeqF*Wu0(j)8NAYWAl7PBREW>WK=(JWzfYy!!Zo8N_G7ev2OmP=2F
zlgfzYwP1wq8o&n4@_Q<x{<N-9<*~|aq7BEk%Au~zxk{K~9_MOzfZ0~JYuIn3#6r|~
zI*Wo4PZmXTBA)2wgz(uUGH6|_O~WtfVo~%G&W$NB4D7od6$Hkc?HW~6(Y|Qd&@XVx
zrWfdBYw8@ShcmP7*u-g8>V`@e><X4%PvqaguxXiFQeB&hEZM?i``_sIO9MGzbVQv4
zz&9EBR6BirKJ7&=^rn|yYKdK4&_!-)Y!84nR_jm5nz@0Y$fU9H%ffy`oB$}r0qsoo
zmg@(H;*%XvmAk(Y@*WKHc{srUat8p1%4eJ6#5_M87?gwJc$BCB0o?H+K`X0P-&$1s
z5Ba{&9x<E;<hqaC_fr8?7?^s1KxyQ@l2;~AC2IY_Du-4A7A?Mh&YR^FJm&6rkp2C%
zv&7?Bp)A}W{U(pkJK%FkBywHE1%(V3PEGs8gw>D^xZi4{b}p&AmLxcz6mW9z(c-84
zl#lGXwZ9K2K1(AGbeRBZHX#N*t)6}!{HGjM%5aOYxR?Gge9AW*-o!hXT1BiDy_&xG
zDVSE&&%^Ryd!mxSWHev-U!<@VYSB31pGz9&^&i4iP`Li%$z4%zRsc{Ne)Bm+VCwbB
z0AM<=wETY^QTE2F)3B6V0gPptHaw{tD)i`A<JZ*4pb2FzX$7%P@dnaPbV!_gec{1t
z)~k&6-)&M}^XlpoCfjfXqey3l`kl<kgD{(SVD%O8X+XiJo&H1c6`59jMbf?OPWA|3
z_fC=$2oN6)#%S7WI7n+Dl)+%4tbE%}6W2NXWp#?24n2t43z@xGGwH*Yhof%ICpF?%
zQYs~1O<Wv?QKoV09<9tfpo%}0A=}b~rhKYPB0@MDz6Ofb?`Uw8HGGlAMhU(BvZ8Xb
zY(u{|nxz38S1WA3$Zs<AdO)A89673W>kSJ_2RmB?RPF(D&ue8U=LR`BuIM^Azn^@+
z>Ky&}cc%VVz|_wt*EKOP`#fq9<yd(tr2H*VEvXbA5uXlW030B5T#4VFrx36LS@alg
zk8ci4dY^=Y9~L{B6}Y%p#?P+~#$kQ#_~nmMNf)W{Ke31L|8z%rw+^S<lk1}Ovx@*+
z{OB9n0>AmDaQ1F|oa~TqZYJU~v2x12>Gd{0QQ&F>2tMmk-p1_gJ}`@G7bjk9J=HL@
zzeN@;wqLbkT{+6P>UzQ$yX(}f8SiAlz<iyUv318oVY;B-0IDc#X`|&`YS2(n%`@jf
zFXSU&-JjM#sdXI1ebcZZGk((yphDvueD|*3%IA4td&%=*op%z`Ns2<l9|TK8iJLzr
z+z!S*Xd^E9w~p%LJ1UOQF}f)wif7Fl{ZJ?>{xl>jmao_1UN2sYvoD*g1|QC{>RnNd
zQdbM$hl~~zc`Y3-QY)=g+U^fLo9wHfUV{Ni;|f1jw(pA$cimS$9%n=w4gvO1&63g`
z^;6fNt))?FMj@&1|IN)WVsGy=07&!Ki5B+^%@lz5rL)Xwj{c|oHZ@TAS&B%%p_uGY
z?f*pNH+At-on%M>vG1f6(ssT7bPim3dq3>Q*pf44QsJ2ncdTaEP$;{jLL}-TtroL%
zOYVCA%fCcJb1Pf|d{`z%7Z`%`wOM3mZXo}{jnHIXN@Z%)G+|iB!T_=;?~T%^Zgb<4
z9#YpHg30Yoh|BuK#ZR{5^Iek1z92=}L-6TPO!??pwD<39Bn*cX+vDzLlnJL$cfy6x
z7D_(Ot-axC5)=#1Miez7^Vr^ywBu3*arXSfcV92&+Y$miOaNL?YD-UNiP18jvPQ=+
zZo0Y!Lptjoo^n`cKM~FvkZ3#H`gT}oS%8HokKMOz*lJVS@?L`;(ZiYxZie<zhJDw&
zgK5Ur)|sccrYb~Z<mP8v(m6h!tTT(_-h?Pe_;-91Xsn*ksCCoYUK&|(*fAV0GN4O6
zCHqg*C=TSlxU><x;<h#%6XLdf-J$AqLPVf$24wj-ElxGEvyY$Fp;R@=rR#;L7SZuc
zS<P#SCF=<^BXKfXS64UA9*<e6#&e3kb&LIDW-ommT^gWp)=Y^S>gxKozpp=;nxG&j
zAG;Ah`4jrjoT+1UEOkD;wQ{L}ArpYfJA+SS^dI*=R@z*q*Q?C0Yk+*55wEa}8L4r-
zwnU$r#-(lpe3``!+eTpS!Re&6Priw`s;4kb09M>beTmRjq{8hnDh`wMKRG7?l{zzD
zz51IxHoPgl|7p!f<;+!9-u}lB{pKjW)mq)%6RfyMvfQ0$s=KqR_qlS5S1rd>qi)H-
z`VJT3CTcw=#a4j825&&r7cI@S5yV7ip6Ry#$sIeW?o&B3`<ueAQQD3L+T5^xjFl5H
zz1KH?KKoi<YgVKZ5b}Ebh40hqjK3FM8=nz&w=ehH+<s)As^`u=Rne+AJnnwN26F*y
z#Qh(okW~7k`;yqL;vNu_pCQfCV2YvdH^+mKZj2m_4EptPm#vX-CL?nLj7T67K`Fk9
z*9FhvSAb)WqM4*N$|ada4u3q{Tdq6o)|63k8Nv^X51WXNm7eX{k88NG-td%{JqtqU
z*M=z|@fS3KG}`x8>jpH|u1_8qjr%N>!(70})+g?82rSQW(5woVW-xyxL&ye7Y;d&H
z0lJW~U1Kh~k_!RmXvUE4Y{(dm_u@CATYC$iU@ogCk+rj#q|~d6V3tZz^>%4zehMeh
z<#)SgE)z{QN*!pQ2HI|Y;jL$?1kGPRz3C#2K4S7+h`mL~Mes`bFv2Krqb(<*howw@
zsknD$!+q2zot*<!T+l_zK5AWU!uF|Ee|<QEqMV;wh-Y%EcVMRky6DDf;=3<D)PFnk
zhRs4+olSwBKx)v3qvDwaf>(=L%>F#-ks^k2SlzAQV8KslE0+_6zBH$HBu~JGvzrnr
z7dh21^U`dd6^72mDZ%_T#Kt2%a{M|;fAB4iy3N&-)zM~g4CpcOABvYJRiWh6`S_Wh
zbcsC^62!BgYok@W6A&$4mu25k@h?YOb<cwyW>sp>x%f~pYSXsuBbD^&oGJaAfFBBk
z?<t?9&HsS@i+@flKZX8Ry_f#wKC}DjKBEE5*o8D-+l5{q98=%^*3$O$;FRz8{wDXS
z^hUP{RN*7{O1n=RFVB0Y|7>G%FqZg%*UwNP8C@d(Ai4y=vwU#`%v`s`Wu92Y(`e|p
zfZhYk-qXv+gX~eizpVJa=4?5-ZgzAMLwK(+H9jykLUrP2?^^R4eKOqXo9LhyZ0=1_
zu~ldzN6~aeu5)qBjU-hML+i9jV^B95_47*obQprixG{NxduDdlmZh8Y0|lLUAn}3b
z?2?{CPVsu~(^u&FZ|2Q@simHSH^f3w9fzMZh0dqmW=pmLiM+rw`^1HKE|w*Q@mud+
zUd@+YY$8NgW$r)!Z*ymV4YVR;>v~I5t;2-zz$hM1i(&r^+n|^e9FpZA@HDX|@UG*=
z=H#{^$dD$UTB^+wF{<Q68Zr-%=VXvg1M|Tv8*OWy(q<pxSCS5M<Db1u4ETe#%=w%x
zD&5yJAxv82g7O~zYC-l`x2b3As2MCl`r)gN?^!bEg2Mrk>>u-ZfBiO-K_==$#^uRP
zYo)199${%dOC&yWmlZ-Jk<}Mb;+uNkA^CGp-V8fg(#CSBlz4A-&W0-!%IO|<OKnK=
zbn=ZR;B>CC>}5t+1u_!!%XK8OKQ3A5RFu0RH}e$I-<0?lF@4cDL!338=NhQ=T2h~e
zxc_z1usiC7QwBwuc{A=o3M`()?(xU=@@3s3Ifu?c%a6h+2a#w|`}s<QMuonOpa7#r
zmec2lrOZCB^Sx9A`QSM$m)jW;782O|1g@@ZtuwKlvhqC&GK0}yjj;^HGHJo@N@9D4
zrf=7b%ZX&umy?JRWCp?o+mBofy!fcB42_~LO|k>L?f)_X`R6QL4wY;nyu}iTnZ2wK
zKGPITX=Y{>&C<4SA(l#qVoR|bdS0E<YvX}tNi2*n)|kJWFh{C2=&7<7+LEXqvWQ{w
zE+gd4%$^*1(y15()3|cZNu{^)lUd#^c}?hjojk6yiI%BjW~>cC+Y?}!-^Tl&uSwBD
zeq6g#ZFtP_X)){#%7jnpg`Rw}2#zFN_l->_kL%uzDwu+;wBJ2Bh{@sGmsTo&{)zHT
z%l7kuAn(?_N6Ew_B&yClCRe=jBDh=HluXm+#(RBZF+0W(zGv>>4EyJ_wV%7}G{t-(
zH$&DQ($4vMhE8@dMFtgUp_EOJY>HFvmljroIK@dQNDZEk%Ua|`f7{;-EbnHX*{}W{
zY0kW{@MYskkibyBt%Mck8haAA_3+4bb2{JRUzM$&M!VC@`=9^wGz=Y(rk)j1%+j_&
z_8P{=6cEqrrI3v)igBbIXvQ^~<nQC^obBzO@l%Y*H97N3g1G1Rz(+WnPDmqCgPiPV
zQ}Ai7^UopDqbT_1?IixlU}9y_z=!cM)D8V`Is0ZQ7TBUSo_v$!RiJiY>P~hY-v`dp
z<IiujH);PvW;vzk{A2r6xLC)(wtp(mvlqkAgMAVHmuG!R-T?WN=djk7qj+{K@mJ(!
z2AS!EuJzoTIA!tu0i*h#Py6#dBMXLeFN@8|B|K8I(}e80kgy>)FWjKtdKgZY$$rNX
z_8Oy)ecu90cyy&hkvHVk;L(?^|N6_N*ul}IycD)<wDw_MIA><no|-W%G-F;lYc~3J
z+V#i|VK5n*F7IeK&2WBk;bY+B0I2Ddt(~0T?YwpG!`$d0*rk8SORK<&B#oc`KPSVG
A9smFU
literal 0
HcmV?d00001
diff --git a/log/zPythonScripteTest/err_n_plots_multi/IterPlot__MultiSO_Vp__fwi_FWISO_iterate_m_allshots_5_1.png b/log/zPythonScripteTest/err_n_plots_multi/IterPlot__MultiSO_Vp__fwi_FWISO_iterate_m_allshots_5_1.png
new file mode 100644
index 0000000000000000000000000000000000000000..ab3af7204ceda620577cdf13fc88277713d983b7
GIT binary patch
literal 33360
zcmb5V1yq&Y_brSf2!hfgC?QC9mxOTWly0OOq?-c@asUD82I=l@k?!v9?l^F$?*aYA
zd%yp^cib^xFvbI%XYaMwUNPrf{&F&+&!6ExgM)*6E-nU=hl6{p3Vi=UdJH`I#T1_b
z2loY69P~laIbko+$^FgP+4(?kVVoQ8zBD^M_7vi*S9Li0EG2S^PZ-=IJwXV(_iFSY
zCg!oAm>@E83L@$gL6$yNea#;w&4{=b;_QXCp_ZCT$~-5xCB&>7np^$7FN0VIpk-jO
zGU$BG$a#P4Rj=K5GL!>y-pUi57B?KCYBkBUAJ>_W(4XM1VWM=dg@;)}OXzGHrbWuN
zq#F^YAR#v^M%L+RYD8ClDok@uPl0utc!HEr&Q`JlsrisBkUGUg`QdHjQ3ZvMKX{?J
z`+&SNxGYgxIw%*@)Hp0lnW?5)>R&^U9>Kx+;G_Bg|1S6(Q4si%f(ZW>4$ez14ZBAy
z?x+skO3a^|>+)q>-~0DS<fdUw6bnY&{nxDiAKddN%yFh<3yiW#*ekodAn0�@=+1
zNN{k(qo0VMz`>!LF`@(ZL}GjO@Rm3qGggAs{9n0Y%xMBWaLrRKeX9NVKN4rZLyKQC
zlhR20mopQ1e%c~tX}a{DbALhd->doR{XcwsYNHSDqtM}xSn^~U-tD&Eq`K7c$;d3Q
zNLVNw%cl0c$7nLs^sPn<q*dzU@K`kV+XDU%i=@XoA-A@Ps81r1W{uJ&X3>cDj`)3R
z!p{7hD1CMCslikBEX&Yzq2Vz~HAp-MmE0^b$^U<k|Fon?4!*R1Ar(udhO~-qBwj{>
z;~lH%*9O!<RSH!BN86Dxc8;hjwd0G;no51|il5;IMjF)!1poJaW9AO6R><=CWKJ7|
zS>fw0Xrzkoi7nI{dT$jw_kDLP{Ae;y@%3Ht@COkInHu}mTuW>MQ+<L8BljiJhc#RM
z<6Qo(IjE<#zKbGT%GXTDO!q=!wK^$mYu3J3=IQuM{-u-`N}N-!v4{f3?+a3bCNa~n
z0h5XN7v)zJEScs(hI{Lmrvjk=?aBXrgY;-(02P5m)@Y!hB~#(+baRCdX`5Vg`K-iW
zSc#srCQuPj@xBgRfA{QpCw<@dR;Eky6lB9GY2+>%pNh=_PQX*W)=~fXX!{z<8Q`mN
zZyD;VFZ%DGZ!mC94`8kOWgb;_eHC{XCR45?wXkj$dQPxlH!K<h9pf>afHRk6H>AG)
z4GA?BokoLES(8Ym<wBW-3loN+p>Y4jzIe{Aj>xZj2VTk$4on!yM3ue18SWv1nXj&?
z@ReJ}L)t@l8nx<_sdh9oJ0}H9PC_h?&{`nHA=1|^=0Do_wx(VRxepIzo|9tm#Dehy
z?RQHeeuT{>y?E?KiO1(id^c&pel0F8>QRB$8_s^#o4`kY)G=cXwp|sgm<S5$C{WSS
zf+;Dmw5M0wz2TVnvH|aR@34Y>zr5%CP`89ZIFVx~^RP+tGv7evgDJNk5ZHMa!}~^^
z?W<_d`!f}o%z6Gy$JNDuqL!iYR4J0hI9S>+nHlNcXh=Na<S#4DB1J*TMKiTlH_A{P
zr`^e_(=-QAM11_s-iVBt%H1%kb~0e*;&9+eqIL4&!Ui94YP9z4A#BRHCjX*)mZYcD
z-=uqWsX%>g{ARmspi%W`3y}n0dGanMr2z{CjUd<A`Znu;K~+h)(rIG<<|xiNOUAO+
z;egZe^oN2hUR?45U!=wwJ{Vq?dVO1ADZ0J8wSab@fpHee?2Vz6P}8Nh1GkmYfpEMP
zx%VF8U4b#LH!*RcMeJM7Wn7WctM^LsxWX+CCCk@tU!j_`haad*1E0p=jfhep{&unU
zc)ydSaAI3lp+wu`x;B>Dx*$(pcD)kz^zIBFL(5?euLE_DAVedC_vkz=q=6uCY?Q9j
z(EKv0U`<$fXa90WawIdjepfWhVRMk1Eq)dMJw5^u)NWvekw0qR@M&K5^U%yHs+BwM
z?ay8Ln;b4`e+}Lr66j)p5;b0TH{I-{aF~fU_b1N0AQ(13Tue&jt`w&&q1|bVj!JM^
zN><6A{L%aE0xm=ZaAkCiz62(tw(jSkQ^3V)T^Jgb)$EMET1&U)ntM8|w3v@ukf*++
zv+d_`nl)AU2HhOWsr-ejv+I5nWH@jQ{hFIQd3)nmba}~d)pX{Um1HX=|9S-hbRWne
z_kLPvITHmcH#^H59xnZcaxi_i7KX-8k*Zv9OfF4p@pCo7c)jS_o)iP;<@wdY2*>T_
zFqMPo2a@d(io5P)cW7*u6{qVbG?IX}<*M29(M;*Ouo--`hp;XHiipJFT{$g!+#Ibv
zRNY(8T-8}hO9I<>lIgYlEO<1SB0+-BYj(JBdmN6qes_E_!~c0fNyzV%B$ZS&*VCyd
z9JwkE)$2Z>|5A}k=IdreC2?KpTT@ahfd!~V-E>b_F|%ZbjI+;FnEPp1HxknX&UiB&
zAKQ9@XV9=1Z1Xjm9Gaiz%|hSfX}<8;Ds~#?q!Vvq-D<$DD&6)(ZP824R%_$?_E7<<
zKSO?{>KNf+vC&aVx~yLuqQXy6Q$kf5XkN=_S(^7~OZE6k)<zes>+-XxolS1Xl%K^>
zNdgf|H~;USA7|{&&Jm6xPKKVNDY>3+zSjdi!XS9BdbEEnyF+uXJG8;$v`?D4)bb2=
z+BI>$*i9oNi)yV7>^2$t)tc<q)2#o>D)$}QLo{EI+hIPjy&;^fIG;7{AB_)OcQWO$
z`OOF=;M~YpNF74LC{Vv?^M)6lRXP2Wg%>_=Q+3$y4#q*0^Jjl5=0_ZG6`LI4lWY&B
zoK?y2D$gv&FbPSGv}nWtH<8dyiio6?*6p%`Y@Y`9Cx2T*L`W5~f~BqtB6@oh>sSe^
zAST;*q*y5$Ev(l8DPhfDUCD1JOZ1Z`YWW^w-mm7<oHR_P*_|SWz_vH-yp@(s@2emX
zsgW2yhlu!bcg{BZ%|j*mmWHbrt_3?^DMRUu+B~El_Y_Zz<NT0j<V8C8W+*xHPBaqo
zv8a73p4nytYlBkdrrpw%`DcUHA_8rEP3hL&GCuO2cQ|X*rP@e^syViju)1TkN)M~k
zMvdKF=V*GA>hJE>T<1p$K2&O4!Q^cr{@Wxt{g$ajdg6%v@<bE)#=+dVH`$?IUoxm&
zt=+a9FkIyCn}3nySJzRljE0DW;Llc=KjkP;J4V`O>??X9`re9*gNsfD>){v@Vp$qp
zslJdI<wkZ@4>Z>~9lR|vFM9rj$J6pxl=4GTT>Os5%h@E!L!y3bvo&6@=I`qUCA|K$
zWJc0GV9oD3`YBqv;Kn_0qM}HriSDT5BVL!N_q`{>b+GoCDu~MK$sa}*$xGG4V4`en
zHY9OOmJx1mH~oZ@DdgE|(o<8ZbzRKj+968_^RPXXhq4P>DxRAflWA+`XrOYh)o!S^
zRGwoOxUM`0g`ah9!3^{{g@tcZ-wL@_nNM_UWO+Qi&g+Xz;&j4$M@o#nIk(SCscb#`
z^i!3VXk#uzgS=?BI~6T{G;<NO3wDeAcP<=9P_)K7x)7~%f9B^3M#r*dd7V~=x-+Z^
zrG?wiv`Ojh)8%E>-(g}rrpV$~n2n<Ayh854ltfyJ0riDc(`&(4Ez6F7U2;bB#q^qh
z6q+Oz!ax&kv9#xCb=>9nAJxdSG6D-r°_LD)-O?pkrNY&1swuWoL?3_v#9qNB@i
zr%C&Q;!*WyDtW8s`8Lq1?iexj#zmEsb~)~#7tvQ}SVKebZr_Qrz#9By4`tQQ^>nPK
zjtAqR5I&g6%{7#tG*!Ey);Y1te2h98^3wfqilGpk{ivt>nD?otYahJ7k2Ib7>g;jd
z$#YMJF#3n1l+%CJe!7(g=`7v#ky`J?gK1)YCvpdCE*;%Kva?O*rWWp6z)9}b8-)xz
zFDENK287U>E*tFbs?E;GNxHiO=3P$^8r+=3yU42_;cWvUd$b2HEBUm@Z(i)8XLZ#e
z@iq~wq4Gy0!OaR0{pIB@xInA!a<Mt!iZI4)0p708VQ;X;PGcrhtF9@3CvCjZBai=P
zDNH|PFZ{Rk;FpI=w4vO3!EClFSn`_JR8Mzjys(stX}Z$#vIwksk|voo>KbmvFjIFt
z5|r#&S>lNOU4+y)+2L40_L{jRjri?-EjP$mHSgYBz@hWQfHV|xxgsgcvymUZ;NrCQ
z#W%0J`+RS{AsNE$U@?~_n#H95&3z|ApWDeQKH%1sJdR2@*_bI3+jzQ?5#C@u72{x~
zmX4cT*t~yCr1eFa)?_NX=C4G&9JJ>e+%K#ocEu|!za>cR{#Z3kr5c2UZR4M+|9WoQ
z@Zqfsn=|>WsDkiJCEY**SG(UnYr*0WB~V7l{f|}qb&kjgD^^dYy8@G#c@Xj}C+=a5
zYf_;?<=Zv}RPrdBX!6lz6i)S%vfk>_j8<y~;^WwecR5y1<d>t#kMe_UNP|iol*$zY
z?45?inRq5@UJlThYCn0`;3)S3{^6RZw5ygLS{+m{V_>xJ(Kad{!9b(=w$}`Fm2`v+
z{tf|G#CW|W%mLKP(r9x8-_CEIjV$s^g(xOs4XPL_J|QU-1a+DuK;$%pwbyGQj8?`c
zkM%}KdPkb5rgA92^G54?v_$6Ok{$Oo<-ePoe-+V^V<zN;!DVXCxkxvkawTU$?ZV24
zr;|+V)A`6PW;ewyC2&qS9KYVlXTG0&_u*q87qU^2W@xZ@Gd5?oX%<voo~%j<UMs&K
zjpmmVahVKjt0AH7dSmVB98~#bv_+nO8w#TRYaZ85F5~3o-a3r~w0<nvMz=e7JB{*A
zm*tYFxmw3hzUTYA7jvc@<~;XF<aR4qa=XxQqVQ&9puVE<cxq}0y3n9-i6d17__XuS
zTx!P_=@4w3f;_EK3$>$C!?vQPn%zPkhMmzI>6S4L3(BhrA#3!Z0VC<?v`@^~(H2k@
zjQbW54(<AC$pt8!)T{dA9nQ+bWw^QVgJ^ZMuc2-_+D)D_1Yp<oLVlfbfw{Q23%V+P
zoWL<4x;jsfhITU(aF=VBFAnJ3btE%Rv1_?+&5>oygm7hYT;--4@L)*40$*EJjrK*R
zfJJ=o<ExiOH}sA3_SPln)Nh7?Pq)>p^*2?xA9TlQl#CzNvrJ~rf17S_QTzp#%YVG7
zu`^+9K9boM)CBW{H)rab7R`5mr2!j)g$?hyxNxy#g&66Ok^FvyFt@F!QvOplu@bmS
za6dlnP17A!k5$Qf?or14{0Xl5{oB+3@!9x|dyl?sy)>xlx@{_v+brqlct^NwgCuAq
zE68jtAPY$b)dvAVtD(~W{!)8s<mT$7iM-%8q6E{5gA#cv$WrMvoM>p2RVHR#uN01|
z*<6N;#j#Ls3L2^nu7*R#MM>7716+|FN@{8i4m(yP)SC-^=4JFxf7`!mbs49@|0dIt
zIS8qx41X^_X2jTlcfb|yWfo*)fM?1}>hSdudm6IOO~5bFFC&?uA10pD_rDx|-Ql&~
zpYHE_hN^!KTebv^<|w>g^F0XxH=eiQ^6)rVuw2!aHEOR<F<$0y9bgRk9Qle8j3q_V
z%oVqk?ncqst*NL#xVKmomu!=cy1G$ZyU$TakF`qv>|t*i3MAWjpkHO67Q9n=oRE;;
z=n=wg*?nkg{GC}^g(HH;$>Z{zhX%4)PxL)}fjlYjd@sDo<R}hT2Uct^q~>zzU1_O-
ziZ|=FjYpCA-q8e}PM;XC|Ds=z&hEAQT-0106nwF?k(^ISmP$j<-=MRQrdk5jyL({g
z=~4?432f5T?(S_I8VQwrN{^iaSx+c<!(nS!rmogFNlQ)vi-@WI)8G*AY86@AjK9g)
zwscw1ozvd$<70Rfz6*=yr^$)zhON6h{ShMp$Pby~umw1UxswT8^E(0_qeFy^py;;S
zv%%Lhm3wbf_vd)DZHFR&1njUi>)7&*fQU}x?gBi2c@Z8KNZ)XkLs4kG(D+v0N63#_
z$MsT(g!|xWfRbEdG}2RS`?|&JBT^C6&b}^c`uRrZuIa3#q`UR{wY&)n*XyAvmzrT~
zg4~aQ?=^B7nH)&c$GMO9mcT!Cq(~JGoY1}vZ;CwNlB?<k8Wg)EH33jK#dEji5*<(I
zDc03_m-Q4gbW;CH)3qz2gXmHiYDLg=eLSdh3lnVFaXrc)6Ae~8+Y1MZ7Ggv1<Kr6;
ztH*S<A5pC%(7qAylv_<PR}~j8D5)eJ4e}T50d*x%?x68q#Fbi+X6j-ViDQn0KtR-w
zM`9`3iVg9}V~2$|Hqr;y@_I(zMN`fWy+KIF{~hH1?d=+iUgZ23dbbhl8SjEt&5mjr
z8H@TWI(k~zDwJNH+!VzGhhsXAGb<w#fuxcymsRS`?a8wK-NjpC)0o-vt?c8jfUt$z
zef~AK7uY}(zX)HZUfwBA+jLf$r46=of$kIBolNe|&c2!2FI{UZ^E`*cn7gXV6G1&F
z(sZJI$-m>)w9w#oS7d#Ci?_g=)5uK2KgX%(4E}mY{2FvRe=Tbb>r2ZteSbYT5JK3Q
zoR7Ht>^^a(;{i=;Gq|_Ar;nbB&TaqF*Wb59weK1s53*TG<iVqICKU#edBwEogN2Ab
zG;`oCud`y^aB~E-emssQ9@7y^XOUgq0SSz$0^h&rFnP|}2z@&(rM)Vs!ZH7Yf+5)N
zOfNm%@C<}thP!}H+cLFqaFjr-_F_ed)GxSeDKH|fDD#Sbh1;!T4MF?4$Y^?+3Jp6K
zwLyxS_0pby!X6DZbsi0M9u`cNj3SBg2c+9^H?YkNvUvzJS<I+uOHNm{PCH^CzZc4s
zO<KoG8?V`SJA3+)xb(l53eYN->31|H@<7>UFA3*(Fote#L|0WFz_@C??NbeMsahML
z0X@Sp8L33Tn5xwJ_)!{UIqiOS0C>W4*7%D`OP&fd)+5ZD(Hv5ZD&?l@VyA_aSmOo0
zmHe64geV-=Q^KIVX)2?LBN$-OC((I@3P@7Sy*ExOWVf5+1^PBemCs*ye?wEqQ^&j{
zx<6G^Z(dh>z~Y73`PyZUcFBB~XBBsswR9l+(_j0?c@8^O^cvcFaqG~g4&E`du7lx1
zeZO(Hb3)B(=RP%-j&T)>v+X_*tBIWKWn>Rz(9v@h`tr`Xqco_Ns7=Bm+`}2UWtE6%
zlKn3ICq@nUP2DJQpodh85z!v^)QgC#LGo~qYYTjSJm-$p%4(A#(GCNS@??P@scAnR
z*AtSH*kl+ZwxB1cGn`<bNx8={A%-%!t`d{DZmp%lJaKj0Jn%4r2-!G~tQ{TgfvSxx
z)sHYq<)d0beyN4a(Q$|*YD)~OP0aOqR~B%h7d9Pi2{nf^SwY096t^eyDMC2iUzraI
zLM93p%;MG~!~-fGs-!2cMog{;CK9;pq-122#kbDmtv#4u29_o9aT$9K4Lj7-OsQzz
zCQkcK^u~=BYUP!dHaJ}$sd2runlHTy0lP*)GGz(Kg6aV<2ijjp;}1k#_q?S<`y=7-
zI(ySPyNyN-t9a6hQUD5Qnmu`pq4oLp!t(~ZhUy{oeHQlgyn1bYL5R`kwzHzfU)N-^
zRSQJ2##!)1n&FPI&fS6AftxR+5Z2}7cD|{okpbXeO|`ccEsXQ7SK%lOu#>zZk8<6W
z;DCT!HggXC+g2W2E!&C8JvX2g*6|oqtf|dPc3CLR2XZNLvoU<RS)|*E^}s++pLVs$
z*(L7$CG2$%yY-aE#pksEoDAqZv>Qj|_NM2??+SVV1L|1?Wv5HQ1}N0*Y=GuM--i?Y
zHK~d?*;hoW<Mk=x5f662#39)<?l#$U)ymnyVh_i@8Y#ZpqwZOn^Bgb^2XE12)=K1(
z6#9>ejjjcmalRMQ9Vll3)cs^rX3r7w6rjo24RS?lfeaUFu4iXfmGlj>PFX?&_xbDA
zd85n^O{G+iPGkMnV!S-ZnDV&4NVR4un4hoCC6GjD1W1W@w&zoO)8wqQ3%kF*KBdV_
zcF_<P9!tKnH*JZUs=&szu3O3!?dd-6E;5pO?a`NS>f*AEtO79vLca5-;nv?vEwBL(
zhplUb<Vec}yYy7*CdsQ%is$u*U;MRd%axR=-Zw5_h4kGXoS^Vud>R9Am={Dj7BiJ=
zKbjk4?)v=~xX)A#BXPAgH9vkF%TtLi(f?MxJL&akE;;ceuWDZHsQtmZ4aNh_j(h3=
zP>_6&mCf&Dqk()NNNsVvUm=6=5F~{`qZpFk$@7yWTkPR$^E}uG^T@Lnb!em<M9z)F
z@s6O*_HU3`ca9v_@D4xSoM5<(<Gv^K-0P(Nh3&K@F5yXTD3;;#Gp9Dz_$vdOlq8;0
zy_q)}xcKgx6I5^%06Fmlw?%7M{Rip?7YTS^@2t=6nFr!uAoRj?f?Yk}NlLp4D2C9S
zjC?J7VPW=T*JTm?2YT_EOsM72+fb$6JD%4=hWn9XYk|sqq$nn9EL21Nog(g(6k7J*
zEw$9wC%>j$_CDz{2YLKNuihFDi_EjEuz8U{#MO}R&Gow+D>DxtcnSKaV4y<#5}4vl
zhnoHh<O4hse16|EAkoK=_QL&PL*hifBPkSdC|ueiLx*}7)ugjjqL~uYXD1^z#f0Nw
z8e~M>@|KZ`Cf9-<M2S@Ty_o^5^z7diAxk4av(XOU=o<AWOJz4>{OJy2NT0xY!ReD|
zit|ji{nzUrC6QY2{bdk-<6_uS2;o*ecI{}3s19LfwX6+AfOW3*@L;@h8~&!Uo#tyK
z@~m<qXqky%JypHjv~Y!~5%g|d`gS$?*>*2v_=r#!hJk-?MPkLj%*$`62{wR_zd-LX
zfcvvgX;KlNBx}2CXJR~z5;2Y@x;40YJJU=r#nofO$IrNClF2W>qqr+FCES^W-M|=4
zd%ic4lkp6ysKghgsK3iAar+^2DA-^;nNxTd*+P%_K<|hGSa~yooev%y2G9@y{oZ{6
z`~^ijd*ENTgcJ4=M4~wO%Gy$CXcv@SAI)4XI8av*5i%RUHJDg?>@c!Ecb3pI5iL?~
z`Xj*Nmup;&2rCPrg(rP>rt3%u*KgE8McEhkJ0p8SdEfB<`t?Q^@h{hKZ$B?Mc;nd9
zuUe@0v=gfyh;q!3_IV~YYXEt|CH7owDB`hq-S0)k)9}b4BN`l&8!qu(M<SziQ=t{2
z&PsX~%t7KMt->v#yID%sfT^ONCGxyNY;lhs+k69>Be)=h^?Nt1762aoZTBAhw)#^r
zBm5IH;?e%|lP<FYZIBu7g*e&9lBL%Ae6Q48UFg6ewfYF#fJy`!KVy!(cu2PZY2~r^
zYeP9K$C#71LCE<!aZVYpu*MPmGnxAlR(qrCdOBnu6=7yS^g8gp7)D;d=E?4t5c^=-
zCoxFBBg_Bp@?qPHUjW-IniKazEab`9R$ZJtez682Zn37mduJ9KI&6CMmIg<iiX+p!
zYeiBtZdXQTB$LU|G!B$bHOcQi27w7AP1Y*#(%af+A=HGQ@j>1ajj@XO)8~rG7fasz
zuE6JJH{e|D{`-!QuOp580W?z(?+^S5F31OuSOGo-?Rk94goo)3ywWl=F7uEP{LJ37
znj&pcYU=bwsxOtH?Gj(MaZF`%$3hWJMjq2(jiq80ilTbPPE1O#W%9>7ZIdpVt@c8U
z$h5VEgA;i50TlCy@!q$HNB`_qFAhm%_=O|Wy^pOhlNg}oXi0f9$9{`9bs_3vPlT@_
zdq0W#c32mNFO<)k>P&L5TR*NMUeii55B)~S5k{7Xno=^#+GQ@qyh0I8825dX7{QrC
z(eCS^@@TS*AawPHS=RS;1~TACBZ{8Dd*Qswy|^C2LMLD7KTm#<_c!WauG1fLDkz*r
zKIQqzduo<gli7Yf1gWL+)>i$@-{}RJOCpMxm7m^yI1A5JVPBq#?CZE(A#Er?8%tI(
z;7I?f?kd*Swb;_eh(IGPJa7XMBv3NI*RJb&mAi%f8MJw0`KA3s@-*(Bdo|*|9}frj
z^AckbQhfRM?H}&>wq}HWW;|kH_!P&~`5;yi{+XgKxk-{z*@?$W8gy@Vum#a#R|ajj
znMn!__?kPpvZ}nEwX&^?g#V79r8@eguVfG(M3HPWOey$^3{OmVa~Y;5Dq%$QuH>E3
z+Lm&!6ElCBCKq;TKSdtAnd7@Ap;f%im4wx~hwImjFh#)(_vcLh-h0Kge+PnlKNiS7
zf|`uhJsA!14T91}OO2EH>dK3oY`zou7W&MWa3^;(-gGUFZ`Fm5cD!5(o7Xxao}z$8
z<CxH5KdfSTo{1}rU6Is=x!R@4YpbO%LUY~JJ9+Z0WJ|ik=TR~lC_<qba8fCVdU*Ho
z`#*v1Z$K|r?fF*_GO5kqD=!t#Q8ADl)~9Wa@TLx;)LACC%(p72wX`9nIn#X;=Z<rL
z&!5vU>go(*JRDWFAw7@^FU5BLnyAlh{E-CH>F~GtC{J$BY)xy>51!|#%fEUtU_Z=_
zGB>COLrET3RkH_|Z6;&H(6xKG9{-Mq!;FSr<<EV(vM?j<)}z*a<X+_>Oo(;)$FsK0
zUen%C$<O_EUA`2Tkvm>sH+^i+_fA~>MZ>tpkV+cW7IpaQlXD81VhYt~+}|F;t7K=r
z$m^$1=77!rD|vm6>iWA^{QF>!u6anPiztWcGdxHsR4LDm92Mb(Ul{^nFHWVUfN6Hn
zqmG5CR8W;erWG4V%Cb>LDny!9=ofyOZ9MjW504}HM)X6{YjtFspvab}^z|nr+BVOG
z*!FNJ3dkBZ7_FatUw2ryOX2yGHz7zY0*nWI_jd->`%m~M`S%U^>!TRDh@aWeVVD!%
z+y?FZa(Nii;RG2@Q?Ge^%VXWBc=yxj`&ZY~BTi)Gt|fi<iWTSy+49Pz#SE!Ph4{^3
z$zOh;xy>6^!9-4#9(df(Or$ZtB>tICV@Up;z9~Z!{kPQk%l2W~hDM(8U93`X5t%6a
zcZ#Ww>>)4QC$lohL$c9U*RvWZ<TXhVI3MHsQ3=&%vCgJsuD+A%p&GRpN>ZfcvG1te
z$`%<J9atUExX~5-%Wgl^50WGPNb!t+wG)2~-YXJ6jfU~}5kE!>wO!E<X&A8(2j5ob
z+D^kpEK`wLgqwIy-ssjcK8;-w%7MU~u0%LC3(NE<>LPV)0X!A7!Xd6PCNk?l?D(0T
z@IXbDU%dGTyHG^^V7ZbEJAfJ9ccTfEtej|FMu4vkBH&$3D3kRcUHMvOJ`w!@?Twd}
zr5!Z6WgX`k_DE{Gx^%&o_tw^~uFkp44u2Bz*MHXA=(l{mxl_8f0{|5*MR}`egrkxg
z2oHSZ{}~7j%9qzHo!e1gw%G~h=RMgrCmN$yYcLwwW{U@U^h*Y?%{V|(PAIIY8AtX3
z;D+Z-pCN#jsbxvyeO#!$?=%EHBa47G7Z=b5XsFdEY8~eD^Rklchlhqt3@(qCn-;FR
zVP`Y@7b7fAH<!$68UFzRHRX(LgyPQ+(@wNK_R?l&cL9{-{k}#=rS*bqOFKcxd-fs#
z%s)7A&io0UxV@<hptknVGL%oGw#LQrxV_>@qS{=LRu+GV=Wte3040)>wShH6WYu)f
zhn>`w?@XqgMRc{?*+SQV#T<oI5P{`M%>TfHy{@0us-pKiPD`r%H_tV|7cD3h=i6f$
z4m<TLAv<mZTG1f@U-UAsX2Y6cTxU%%TFLC8_irZC!w<U6nMtlNuWDUUUf{c=`2I@H
z$>qbHm9Os&Cc>)nJH+2#9y<t-U+$I#MHvF>1$M_?^z$(?TxpV2r92LesI~lKUqdy7
zo4VXwDf0VACDauU#ob~QfQ11R7`Y5(gpR}hXcVN<Vy-VrMOoQ;t~MU>4CZ846ZQPH
zBl^cGD}q%Opy8G%ukpCjHjZQ_*&Z)QyP~e3Tu1T{zhFMWj(7SlK3u-d+{77I;e#o)
z#Mf;>XPKBg9wH%UkxvBuI7cYy@BXnUaRi#c<qPW^+3E3MB{j*&YIX_#?x6Jc*_fje
zMDQ{;zbQa1lD14xLl~$^L+B^m=C$5xtvBI(a0~eiG&um+8L3miFfRg1<hJoJ+WN-a
zQ>szf%e$R@-fz9_@OFPTgAOAyDyr+Tj(Z8skxJe;9pwA82)C1|iYyLnIWSR2<s-`X
zw^2Yn^n=ze$+M}vyq7fyc_qYHhwOigE}H*A7qcz)S~1|IM`i(n2ZeziKt`nYY-cKo
zTrZ?awkL|r>niCIl@Of^<WU|(67-K0gT_mb0u%2=5^m62H2&-BaGVT~ecM_VbjJ;w
zMp?c-5u#i$&w2#|Ptemc@E0$BRYKuYbpQaNvLc=`B^uHE@j9nyyMDgQSYzDlrn=;X
zV%-kYtf0<=VXGBf9wHa}`GCmRQX}>2+c_3=4!PF@YHJ0s+|e%&wI5NGXZdYXQ={tD
z!6cIqJ*V{-TIDOuC9f}5xC#88t&m4GTxxA?Gq?c%IXZH(kN`ab?jRBP6xXF@%E4Ug
zWW@BF?)#hGtAQKqCA&Kf)w+7SjmoB)t)~=;oN|Smamg}lsIIVB1mO2W!0%TxB_7{*
zqr}xQnM0e&FqmWS;C!?u>t%kd{?iw`GN8bhMK#wHV44LxFB}?%1=)Mh+w~&FJWGmj
zzC>sTz=}~&t^jF;6A^4<fZN`r!NL6UD_Uc_8E~Ejnl&E^?GNU^21e)SWM_xz{CPH{
z5c#A%%-6{@;~9NIwqoSAo(uF73u&rwV{0ja<SfJxm6RZSRi1BU(%lz<VCJnneM+K3
zG&k;EdaY9v4FXl@z~)3=q~d4yPUCVtyoRl~+1CL=TUue^FFZg-r9x$7%K~|YdgG96
zl0x&IDX~fy(1`5YD5mfD%ETm57d41#I0xU%<W;MP*|ikNZW7{d0?bPEHTcv%!e$nD
zKQ?X%0Jjv4k1<a;(Av?N_NC6{);Ek6l!%Qpw-f$`Esl`b%%el02}0gtQN5+Oig+;h
zj(0%!cB98J*nZ1Y6m55?M1My*-iblI9Oh54P>>ry0M=Y^+ixV{;HWzfvsaFl&+3l5
zKk$ci8EE<{=+<UrK-c$%=(>XqI7Wa8Np|zpohvFWB>}?5r_qsq08Dz0H{4UYTQ#p8
zs)`vnHv4&n6i@?UwG%-v(#j}gD0hd_6tuPbf2O%zZw`+Tg6$pilxqMa^df}&LwZ>^
z!>ppst^tR}eR0bwRaHpf`FWr79@!#GqJDul8wd#qtRlPhxCvTYTYEZPW$m!?d?8Te
zlGI0=m*>u6+#dMTNHjp*bE=g=e~%y%SF^&N=+1Hd26i6MZPt?uWxDdGKqXEsCAiWn
z!3T6BW{!Zm2tc2{Rh5WBgF)rsJC%@XevLB(jG$NAztYny5?s4WK#Bn8VYBjLLFo-o
z&C>0C!-JeD(`5KN{k2LqD=qSLxurO$(o#iH5o>7P!_O$mW9ECAmANzRY`q}|Muj<a
zOwzNi2Rbt0$hcimZaS1H9XK6!n>&i|Kv1c?L+!;hGLpblBfke9zjGr?T9K$%J4?g&
z6>2xcLJ*(BB&foj_dHIFtj3gk06h)b8%{wG!F1Izu+2h5!LRwXL>x*WEW|sL61sDs
zh~NW7osdowhl4FTItD5!8K)kgN0OsZ9v`sO?a%>JJor@ULS|egl;Gs(DERyx>+`z(
zjt=U_J`*dOh(r@V<3;fKtk+_b!=&HV?Ng9hQXkr2Ungu-p0t?SckI<>&ZLPFN`n|0
zu2ZxIUbyU?g+NSBvzsd<8$G6xL8q<Yd0u<5Js*z$f)QJ=D7qj^@Q}?FSqZc^Ka?y;
z+-|RuF+W;aoi8@?Vo8dkGF;SlW2{ke+}#W`77k0EKe}%!;8gyFIGRrNRq^2j9&zv{
zC7fvgH{yt^!&)O5?Fa~6>eec=03=#1639b0Ye~5Nn_o^kpgYh=vc6UE7C-@WcibZc
zzF1*lV{@mA=Qw~}c@&`!U2X*Rbai1WB^6|K_kiqgT~^HVM%%{Rd>RjLYjIlIB&}^`
zmcHxH%u<Rry0?GvKdo05qkSLrYMED1<BBk4zfX_@8h@QZkNb35r8)|+zF~&i=0sih
z^8)GWjaW#R@-YMFHiP`l)la^8QmJ|S8Q_z54HqKnzvXe3uo;hvuB**Ygz3qY>tx?t
z^|=r&xbK96?5}M+7;2om2j4cBEh_^EHNY7?C~Io>r(-t~JS66}0pjVVZ5OPhsO+>i
zy;Mq+$Zl_P5KN$si)*a|V3rBSFIA()n!ppHgthE6H0pI=35hBl*ovE8N!)xx-Sx$=
zH5zxVXorj?yY+kpz<YHhJ7?umvpdTTfO(yz-yQe8rKF;>`?zKt3ZWvkM)i4xq=tj)
z<G|zXJ&24b*b&C~!UuHv2Y>{l5v?D*Ew_lhDpMQDN@9|)l+&!=`xZ|~MWbNw0Z^BW
zvXy17t&zPL<hU|k%X)ohzftzON#@PR=%bb3t2PH?awDRhQb0feu03fwQ{md#p?-zL
zgl?Ami8y}-8P!LI5uH2AK#y3HkZa~jUA`A-2W-(b-|%#!5jOO{V3GtLO9)uC_NFR2
zq-<<QRr8mtK^#$*^QCSBNniJ-E8d^S@BykV?jxVtmp>8nj+<~_HgSO0+8G>`m6f4e
zi8^wF4%gKy9l>}~X8=ccw}2w4sI+ag(<T7%mQz50*PWC3L~Q@Xd$8nPJ^WjYOMK4q
ztb|Hw4vK;ek;e%hg4!8;$Nk%^g;W^9W}*sh&b{C-TGvUXc{0g+;}dft$436m#FoE5
z21RG`t>lF)bx7mzo5s56?O>O0wYC+DTC7THxbCHk_wlA~yq*<E*OgGHUkpI~p7^2W
z=3YCE?*}J(-#NKH#=u~A`Uln%15qB99U(-DCH_rPcx9VLdKQ4a*tz9F&RpzMOqSZC
zle<Yi!F<t~vm?a6EEq;A;j9yAe9D}y_<nCNH+aN1Iih&p_oFsSHFX-@PYhoe=VvJl
z3F@0TB9H3ipfUe|c*dYqj6QT}H(~(IS`X@}uO`MrcK}dQB(^_b6X++tH2*)kjr;aa
z4An<!COp57^b%`=X)1pFCa`nSkR(YZ?wLE%@Fbt&ZsDS{lgr*Wn!40-of*6^Cu-${
z0Qjtm5j*|jEFH;V?qQMAOueTZX3C~{t(L+sxd-y3pZ0ak)6miXoYy!ULHg6*$psmC
z8QHNs25fZk5ICOT0_fCVO!054ecuCSA`1GlrHW1Wqofl{XA2H=)x(XXdrA8lgdPat
z=85rf)P_V97d{Cx?T(va{fLwv`$b)wkDDOpHC?K5Rw8RIYrQlsE`{Z@Ug7u=LUU>)
z+56_c`4P}M{(1w1tAF>>vQvn|aQ91tOA*1t=;qRGxeV!)q6xROMPYgyG&H|17W+-G
zddY;HB<_1)L`}Ya6paeIC|=FwH`PGXV(jMnXIL09g3~|cH=S`~KI2Ia(_OUq5ygbC
z!v{K6Q52a<V7WHq^YhAwp{b#01WNVN=+<&Yjl@${8!IwqB1I;O&A*_dEVTH09K8=n
znfHXrKOo7)FAzrfd*lj`z-x;5%rirC(Ur<G&E;DSksW?)jk=3eKN(fd7HPODcY#Xk
z?<ma;b4^FcD7q5l#6Kwp8uWRDAU=GXQ2i;pcxj{?nHSmGOaz(cxst;tdz^IvW%U&6
zN}8iNhxVgYrV_EW`gFF|PlVVcVkKhZG2f#||2Opf02BTLF(PBM^XbF8?^@vmr6W2!
zy~0E#QcmTiI7sLleN_D8BI#W_UZ1Idu+lod6szEtZ+kJiEjA~{boQ)Wq}D~kFPOEs
zjDc!W6*ueYj5~*0OPRREv;LPv64ojOnLnQ&a9bWc(GO<Sr{0g440kOEtA_%p9o%3<
z^ZhA4iT(ug>3j3%<$s;$-ofmj`;Z*vCluO;J5Bi8Q|Kw_{WcX>J_<!wRcS*<AaOsg
zusM#-MBw-QlruSLfAPa+M*#Qc^eBP)^0X6kPc2t9aMrtjPYE)#`eNw9n~VWV^0gG_
zOKgog@@s`3p%FEW_($&k_j)O>2YU?KTZ;gT^1^;F%omh(B$mG}^%vH>$6tXpQO9Ou
z6_`neHp>esrDJKx6IeG#fqGTvz-frMaixzzt*1t|Bkl(KXCH+be2?GyC}`^U`#rIm
zHh3(|;o7!}b+XN~E|jn(!rt|)Iy)?uh?z)F(MpaoGFy+Ve?%w)!vXt;sq<?T&#BBV
zW+`xf{C2hx*4>Af{CZo{S+$R;s)xVY#@%1MpvQzk_Z_r9>)5MOst1%sAo~xtLWZOl
z`*ZRzJt(^_RwS`QRl+gC>7=YWRs*{5W(A$*hyF3yRjwPiI%BEoBdRE-pz5@E!AxEG
z1Ug-wR>sv^@dh~2kUSr|-W*BAl8biRa`9<Mrz1N_p6c|7d|sybz$otwe`Z9xiA9%Y
z&abe6kf;<L*?HLlZgPTPy|I@QtzDALX55B0rrf-*`p5<n6}#OlCRyT8OM}SBA0U%v
zG9-+Y{q?G@5h*KR!Uhfw{0Gr}99Z!$81-Kp0o*c)GBlLkJfT($N}h-nsg!0pT3WVq
z>&7`Qqd{h-xHBEG1x_TudL}CwhsM<t!@ltH>jAp903TXcL`vujOIHJbLAKnw%07|l
z+SQ@BLbmY(b^Uw}7B%CtK2my#%i^CWRveoIj#^LIWvv73ci-bW4%4M0-g_guCZlM~
zqsOk$N5B#d{_D{{G669FG6Axj)eJt&f&SE7@;8E+Ch5a=3_k8dm>-!n^qw8X(BTyK
zGe<Q;%eEr?CHzDrP0CNFRNb>VDynOcViz)LuB5dE>o9StbX}^-Eo%iXy0@8S>d+^|
zpBF$`+XBeM17X-5+*th0mC%ZdQ03B_v`)c<fS|GDZTE(=NoPcquld+rY~cf?JL`-t
z`_%sq(Qx;H=-&zBo}Ks`eui-{N~bJZgav6n3P&y4!nN41H#wx>ep)xSO`SjG8;YyH
z{E=|YVbHB$+<{FK=@jgG`Mq+3o8rAcJ4*r0nq(=S&YT!yc^pbjIGu(awgIM5(xjTr
zBCB5B=ub8_`$s(T$3HJPpLHo1R_IBlir{Eq4&6R6q&ytX7uH7k52uFzCr~#3FWk){
z=7;hy&*Bik>OOJVJRJA~XgN2pq>sqc5#?V3ACb{+59x?W4S|Sd_k_ttQbE6&C}7LQ
z6mrQK>?>7+w=6Q=<$tF;4?!Et&er3Mu0D<l>$lWndk#(vj>yVA(cCrYsX-fA3ML<N
z^VrJEK95nZi-#f8?Robwp>1jS?>Lr*@RIBL4Y$#c#UW%;l3ImboTy07%k@3)sw>@k
zw*@$ZzzO0#2ZFBo1t<*c{^1T{MI=9L|2~NgK+2$($s1z!jgsr!Bl#xs7=I$i+x<P*
ziIlHAmMm>hI2SwVg+Y~+hKfK6so|YugI-I6oUSP}1_ev82tnRkkAMo}8S`pRlKXE1
zj;oFinU@=Wo^*ube)1E>W!$`3fiE>R>1wrd#~|Ik1I;m{tjv+j9AttD1IEmMvf<xl
zDjslu#eTr!{~aP;0XOT-n!u)h?eG<AU2kb#Vyy~bLqdEIWqV_lkA!cJYHLCb(dG9T
zxCxo{G8ZQyi~N-MUXG0L=*=2aPWFXJK7pO5>t7>Se;<bWs_KoUr!xe330~@LKkFn5
z9%=Eribflfh+Ac$SMFut!c{6Sw20HfuR7cJmLk9!)s=OzA!D!*_it=}3TWsaY<XY5
z{3ESP$`M7e)BMA_ube{|Zw$<cBfbdxlJwMZcji1{L8X7pDjcQNle1FllP^g#VV{99
z*0mQi6Pt_B2&NUXD@OHAPSE$Gd_P$(`-B!3_wB&i&Wd<&AO)6G%7zf>HYur<#AzX)
zJYJT5M(w*2>Y(iG<@X&1`12xIzM1fzdV%2|b`AE{MNiYzxj|u6Z?X6wjba}jl%4{g
znV3XlJmZG;UISjSNbsMH{5Ki7_yvl@;??9WS2V1<P1RPSD0UI1ge)l>MK%p6Y@Z=#
zqk)ABL==Yt$^z(Ri&`-|`rpyVRao>LNe2b9UbdDU57Oj=)V$Lb%EID<Ge9%>JiM!!
zCRH*oKe<VzV5~hheTy|_0_v)xWMv^4rq09B2-7FT*3#8ZJN~&jtEMFenWB$WbJTjp
z_Eb3`hm4HM?zJdu;2%_e9w4~y+35d_<vFtg^N-C445P+yfOl{m6tZU+gV=wb)eUz)
z!oFEV8<9>^&mSKWODF|B@}TcSU2L}xddoXmEh4^eoAM1(3|Nv7kMfjEUMKC0eWXx?
z!)7^i$CZQgpwL1c+wrTd`BcT?a>D3Z#W;6%SNL0(bP1WHNp+XFR(qNFwHQBa^YuL4
zI>m!vqs;*(8%^i)g>}}34Wah17p77YwwI+M_PO_EUJ%kfo&0y@_Z|W;lPG8ZCYt_i
z4#?nMJ>EZNG%^}V-|_yaSHS>D6;20~X~vU~2k$%q9oH*v#y4nWnhw<}Q5}Edc1oo?
z4H%9L>cR1?rcd>NERuk!z}QPd%DKY2GnqTJ@saBDA^EJOBZbjj7&vN<Z0pWcN9-sT
zQFGY#QVAIWN8ciu)~tPH`gYd8+ma$%*<1AZqVh<ue~vv&5PBfy$chg>^#aO{x`P5*
z`YCO!KwQ*Kc3=hyzy-<V2NI79wRB|oPsU+!-TlFhcl*h!$CfkD`fG`gABSoQc%TGa
z@?$v)@n3GW0Bk3L)kf8WW*R^+dy3q%bLCZaaDLy9sr|wNW@cVnxu$2EXzhg=_5?)J
z(cB~NPIE45z|@sN<Z{@a_QY{(_`xkOnxtQ1ounQaxkpDcbJhHNOtwE3+;c#`IYXhN
zv=#)*OJK-*_b>?3Oy<?keCO$`4Xk9m;KWFa_bfd;I9P<VCmQ$eW?p5yXu+`~IjLr6
zAi9g1j0})i{=QhTu3P)f9k`Qd;=J7DbO2sdBEe^>Uj!HmJmzW@0E(zR(@-gxJ_VKn
zXkxCm*r0bO-sZJV2b=lK&>d<Du$JLWu9D9Cqt!Y9+`L!x-?@KMo};dKVt-Hm3&8z9
z;`V*6pYv0%f3<|v3xn>_%=sp*vjT;Xz1bSeopBccRQn9bqX=&&2Ch!K7V4mj$p@bE
zYKHR@N`?6f8H>w-<h<8K=7y2A_kg?CqTVazH1PJh@xSE3x5%W3qgvX7O&YqoO`u0L
zIR4(nKY!-MOM9-CR8iC9`Mub3xHMddS~%aITXVW|;={nf@o041TQAD%&CAax<W7gK
zMSEl=QEy-X$IWdB#XlIzRz}J~*K{GQ^vLch*IOGk0VUoBL<M@96%Z@&Iw1{9G3{8<
zgoSe7vb05Y`MdGK?*T45u)ou8DbFx5Y8DSq%`G>zjd=P($>#UFprv|uchwMO4Z6uN
z3+}}lqGwyo3PH9mS(eC7IzpYrF8*GGYEVU`Hj$t=_5k2}jJY$LLx*8GRU1!Nl%GFe
z>%eh8P`TZ%V?UJ22C|1a$>bOP0<gt50FoJ*Y?W|#Yy9;o^jLLm1OyoA4=Fa7U<izs
zC9syrU5@<~9cxt9+Y7}SP5}xkLI*`R%PYWN6YCn^rFz5HamZN!19SjFS?!=v6HU!)
zp2zs0Nc*ScxU2|sKp4=v>XbY81u}T3)~4jwUkd<}2H#Nk+0MR)%Mb!e)+J!t1q)nm
zK2z#FR$)5w1rq!w=UCe}>mAAcgblg@Drt7esXx1C$;pX>hU3Bf-I8B2xHL5aQdoU`
z>gf@p*Cr8Ag*B8r7H<UT-KKp32=t|Uu^BLACKJ!>e(qolj7>(X5{7_r9#xq|&iu*+
zh_(t}EtRfZjp_$96z)QIOB5I&+zG6>3npM${c=LysaL^(@q%*GvH5aE^!uwH@!?9E
z^&SAbB+JWt2Y^vU+GUqVqTtZzc&)0a@`_>4ygc~>6+C<-9C3y-HAjaj34hAv-6lqw
zur4uDk=~C&y|eAllX55YL?mpPb!dkIbbOA<5b&SmWOhYJrj(snUH_8zBIzm4^m-}G
z@4y><Zu*SPCxz<goPJ@LqPbIPFC^Yog`GVmquVi0cC054i3#8Q-OPIu>Mos1>T#16
z8YM@N{da3gA5m+)<nVSmX;|kIz2HH{ND6?4aMQ6JT7`ca>|O~AJlm<FQ?Fk?PQKm?
zanc;lNn1&T{YzauHIaxH<XQ3b8OjwfR~XN@bfI&7oKm3CL*#x~VGd^h+L>Jj3}y16
z^0~}wee_~@DE)t-0keU?op4${kX4SjJ$I4?w4qxY6E`Q#PmL-}LKQT2x3a7>|Df=z
zdmVrq_BQVK#(SPjf|GSF5)TqSpZ-e1+W`iT>Z5Q0(GydqE*q>vn%@uS9DGPLvASjy
z9bp9q1ilVUz*tWLqn?0=?4ynl9;?nD+EIp0XXgQ{PSN~-obM4ZKylGrvjW-7h>mv7
z<uv%rKmtg&m7R23>|RGnoTLJ$1pNbmzcOHhWmU2OC_M0`e6#-&5a@c{3v?wpbvpFe
zcpP_UYV34cW+v0zL`kNb?vTbldMc~5;b+?(${}D>SS4;0J%j&)Q%fa!p7@A2sh5<N
zH$JwUu6#!_Q%OUe>u++<D8w?*XxXk-#rFPQ@EH%8t}qt|0W%E9mzzlqPhV%-e!9aT
z*`BQ_h^F=fu8?McVZx=B7HV?lxPz2A4H-d*Pg^K^mZ1;!fed#XYmJDaL^*BNpd__m
z#k%p<hh();d$UQYBf&82bSAulT<OFolHDG2F@;+;?0WtqEu!6;-(DjFw<kS6Ac5**
z!X)?G!WTKwGRX3VeV+&|wgw^8(VIt0mPTfZ6~|wOCEl#rEa67{R%eFG9V+5T*Qg2x
z!a2LeB$K<U_p!Kvco#c~*$_#Vbo_e~o+il|08|CWm_IKqj~Vy9(a<T&Q?Vvb{qVI>
zzT3Xby2^B<P?mp&)A`3}zk9_npbf_SxKX6Q$ENDrSXf$M6<Pbx<17XYkv_#3l4Jmz
zOxQVHP4D#l2Qo(@ab4y=AmCO^$^UQVZ40I(Fd-WZNdkL*^f0Fa^5JD|0myzC8Qw!B
z=MN9aSUGl)T*PI!9s|rb08=9z3orxPcKBtAja~-zT6zwStAL&+@kciQP}wSc>>?T}
zP;b~`fYu9u0KTqKr>V$RA>n8)G!#-}xU;We<(69;cNGJ0wF|H-u1ZT>!iA!7%~8=m
znFek#;QIQUWB!nrBn~>>0Z82i065<7g_3*C-JxjD_(0?B0w9omhM{#9esI1EOaw~+
zBoD{k`E~v5E-(_F3|>ms0qak#)77C76>63MEe5o~wk;BTXM48<P~*23!y{&S_6Orf
z)5(3rsT>=0O~+Z#``g^ZfYzpW1W3jEfRaTxdbUBY?OT5SW+XpXLlQN#Hb)*;zw39M
zrbXihmmn@(K*x^F1|vO%H;En~km$4N_7^#CI1J4xv7HQy**h#+5n;)RB|T+I3y<Ow
zjLPl8HZ@cX;*4$;CdY4c*Va@JAmr?s8uRMKpw8_?Zc5)ksz7LUU0J5>`(E~)T{c`Z
z&~sdlLp0kq3PX`6xyR6OLZMK5)!G+yoqyEuHUuS}l+~ip?G0Ceo2qeAYO0dMoyS!o
z4!HhgN<D8!UA?mRW-8xQVc->&1||Lc{cuxM<X)ssUkp1ePHp7)_yX+!AU>TJZtQ4;
z(ZvA)dj+gXCz;2{e)&=UQp2;S@NW?Xjqd^ZW`Ru%R3CTm@O371%%KNVT%8r%Y-~6K
zCCth02I$;XaZw%T=2m(w?6}@152*P6EV!ki*u&hNtvRUR;8U+Q>FX!BdhzD{aIHfi
zFkF)K-f{E0X&PqEI|yWN6*z*1^Y&8UFga9x^=Z|daVMy@dNJoT8P$j47}rQk?YZdI
z2D~$_kfX4&`iDk?A-V(0w`(>tHjk>O+>3H6?I+)dp)bb16Jay8*nD%DE~04jG>u@4
zwuHlCE<2L|31?byJQJlzeK^>x)|-)}<MkZpMmuMO%1}sRZ|iX19zM^`>Z{B#h*_v5
ztSho$gxxsS4CmX|7#8<Xr!ma%IgP^-1+c>AHlhkCD}l=}I&M&UbZUmVVxUI?AyxGX
zbUw2Y;V&4$IEM)51()VrhW<~jEufqk2}$-I^s@}3{*WQ3`x!YqW+@*db@G*DB~@(-
zdK`Cmr)3v&4LN6gc^vD&NR35^xan8Jlcbq>GD(Y_^z#q#H7Y5vA?>JVOpr<bZ!-KO
z!Xe~#sl%JzI5(r+5*`LqN}F85I3uIjhoLbl8*>?v?LQ7*M0DO{@TP%WIKnd81-8oo
zZ~%8Rck`XM&DS2NV8{k-9p6JI_lTTLx#8#A|JEPEk?OP{<ovg$>oKZg+7^YxYP(K*
zheg3igSg4$vL3PmqlkrWJobvKOo>d;vtUT}^b`a=1W(<L!PhTJbGe)hds(Ta=3OeI
zG|sSQR<L5XRYf(E=ZLZ5xwoQl=_OcrS&gc|fX-RvG`3dSF8of}{7tTEm^}_|ROEGl
z!e%*domVX}deaaSO$c3A*nZl4`0GG|)CE;XO>B`c?zO-iUdebIYTZ&qHDVVu_J<DD
z039Qf=)b|CU&JI*{~!}S-T%dyz@|sj>u17ILcDAJuST|htF*AN<=KLHCNxM5GD<P%
z)I}v?1C=rhjbKVt#%o;sTB}$S86U^=P^`ss<n%kVml~<CPMF^&*xM++lQP1K%&^Js
zt?Q{5Y0&UD3)RS@Y&lQKPUYmar}+9CqpJC(BE<d#_PzT0JEowfTH9jZad3&|;PmS8
z?I(?_Zn+|?<?b@YHy-0-5R>6HLmC2Uwm99kGaNVzW(C_t`6ZONmr8UG*capHC~^M(
zp{sp_Xc{vt8__A|3HzAm`>{7RFrpYE*NDuSriSh^th*%`oWV*is@T<E&=e0^UG}fv
zjbRkiFWao_EHzh~PRLHmc+OXhI?psR{_cfRjR;qsn5mR>r0Vkf@#9}@mzX^3nj~jz
zHXGh2DT$$au@I@VUCz%UQG?>btzp@A;)({^K}IKJYW>XeUTHn0d15Uz5d`($16d@t
z3qX%Ltei;shsm$bQcx6rj=^m|$N&EdJIjEmy1wh%BBetq2qGynlyrx5$Iva^Al+b)
zL)XwqcXy+7NlAxDcXz*sxUO5Dc%N^68aXrP?6dcOt@T?jXA&J@17;yyj{_XTXve}T
zsc?n>GXshS_02`vyAYn!e~JMCC!yCa*YndmU%cO*-;VgM&%_^rGx4$@!!r>~bl)Fp
z?Xj^Nd}(cN<Z<psu||y)RC&JRs;bXvaEC-R7O;x$jX$**G>E}zB`xn_Z9>$EVkanQ
zw+?}RmThDZg11VITWe~hn9AsJ=?SIgf#a)2PR>$!HePC4idRxrHPtk1cI4&hiDq<U
z;)FkpG?MKQDGiKFVV0rtVf{&@kK|*LhatokC_3OD(p$)<?9gnQCteymTr}Wq#Gj}x
zsZ6rw7xGzh^VkCOZLM+YpeJS<?U5WVLAte4-&1_BCJU(10p1}aab{0TU<Qlrf(FDT
zg;kCTK!bFLy?QaOeaA1l{?EJmH$$}R1d6-ra!UJqVLlMA-Ih*GkJVsDoezYCa^+$;
zpsaXv+~zj}=M+=HM!gbgMEDqwnLZBcr=%#)t{~2M7e!9w7yPaBWiKRra!gmgVn=rG
z)d}#K`0w@WtYSt~b$oz&4FvCyS_6X_oI!hkC>EC}N|bJdTyV8)MEPi$yFzY-C8a(#
z`0gMKHu>746(zZ-E4)?tXWD^I8^hD3>X1i3wq=`qQEAU$`zQ3Pdu8xe;-Z*3(aO^v
z(u`~2?;9}3J-<F&-H!6^KI*1jetcsI4)sQ;l`yP|oYqNGLPQ4#lMb-NP(HjTT@1}>
z>05jL_;F!=U{ghp{HjT-qxcsU9mDxMS@&?>5add{gJ_gsOHC@G6z+G#xAON8b)AZJ
zNw%rhS#)Y1V)`SP(@iG`lmT}!adG$#cKU4m42F*Id(0@OX0$rgIC@X-B5NN9%wx5<
zA04GjYjqeQ=mck)D=#`jUYXRu<PS(BU#w$?qe4R?nGENorP`cpdKPJ#{d>C~=mqq8
zsKv&}*C_NsG@!rFukEY=GU{3xiu?#DL)Y%re_X9suZdf?IVnFV@z4ni{2iKtHcvvI
zRUc4!Iue4_SC$l(3<B;#1dF&5lAmUE63fJ8YNS+HtkBvE5$mpE9nlrFRQ2Fa7mr_q
zQV3ua`Oj|DE^Ra25NJ<Sz;LcuB9qlLO9cDcN>Guo;e$4KMIS*iomjkOdyLDm5Z$T(
z5yXu{wPcm3+P)tUbsNekpUEc+cpgOJdlWpy1K<7<Uv8Y@jIp}?f0^SWxq&NU*MWsZ
zIt=xgR|mJez+rGVq6~l_j)Pg=tc3OG2%;8mX6Is=JlVZp?EZp}l*^Y*yqOSIxvE2%
zAnR~<{z6mPGpsAo_@JmkM>JTI%J4CTg8-PyRYm68%*Kb4{UTZ@PIAVKV!pG9Ze-Pd
znjlJ#jyRCJWG@$9-j>}xJLT00QJ+mS=812KdW-xsk6#4-`D4*|O?KH*C65L=LOJ`B
zn+4{RH$n`{5BA>x?dA^7jRpp!WB$3-uBXZOkO>?1&`CVR$T2PX@}Bn_a}&v~AB{Z&
zOX?DJ@8ymzfDT;X->r^Yd@=>*mH7bZNH(9IGOu2+4Qv&ez>=<#ITR@`g}uib9z4U!
z8%@U|U6BlC94gM~wEQK}%r7!xz^B^Yr-NA_P_~p#Czv<Gpkooqms}&xi&I(X-Vd@M
z2ZtgTlk};obJI7hJ(@(o8GV9Ycnp3%Jh?BDm`Q@+M>-q~Q;UA2l!;+UrzQVN1&txw
zo@nj4F!7@ZYzs^?eeBm6SmTzLd?Wiw6?HmP8u(gzLpd?{WTu$$Yu7&e2iMp9XX4?l
zSq=fW<=^WpuI9-$!!yU8UNT*CMA6y`-o>;nlQ7_M5Jk?8cKM3V(WWpnF{c>2`a{R{
z{kT$dKkTVT10CUE<n&Tj7&MAUFiXMTNE|11MLtc?_JE)CV|Y?8v+nRYlYnysRF%v<
z?l{Qbq_B`h>xm(M@h_`ymTnTY{#im%tArLb<U}@=Gth#NgW51BB0Sc9Zy@`LpXpet
z6NP!gqv{XN*NTEnfSWKQQts6%s}H>Q;>u`@SLY>PPm~GmWI{hkxmi~p*cg~d{JpS%
zG*7M%<F5zEh<NZrL!%vJO>xv8!o_yUvI^FsXNJIUEWIfUlPQqMG(@|M+Tl%c7i<<D
znCP3&WyD637I{3sRTD6<jfIPhm?<d92@^5tm#0_@QTU9a_7p@mQ#L`2j~ugS<nLdi
zN&EK>H^t$QfR$jY>gCXsll_a&SZpB^x-c>bDzZul`n28GO6j^3ez>+Uyglw7(WCNb
z=ulLbEPc|ieMb5d-*h->XG<vA7T9SaTr8PL#$gJpd*p))yz<@;MxVx=g(GqEDN0to
zhr6hmRZnP-xkREG`l)6fp-46=147eB()-t;o^KCc6Pg_S_1gkE{y*Qs12CZusu7d{
z@-;lB>J$4bZ6r&g$GDfic<&K?h-CPcVZ;GYCqtG?Ob5F-2t~{y8%d`1%<8ilIXPPm
z(%?Z!#<xG>_fA5_8gR(dH|o8z9hgwPNxWi3QDr}v*ARu*h{$ynriheaXIlWb2l2p;
ztG+4X6N9EoVm4p$dCQ{XkQ&_9SH|J3cJEhl3yIlQ&LWU3tdeVB>#}eGJ}QGuoWX^i
zQj8haz*DK%RCupkk;_`+7yr0VDI#5~_st-rG7E@EG*Pv1P_Rm?glyCb3xcA>@`ubH
z&vTi>7(?3_<%wG)XSp}5fd~G{YhVv`tp(i1ZT|b_;t3Dm$OKW^YZP~}@VOQQs1r;m
zF=9TbWj=DkZ@_y8BHfwD?Mp73428f?6x<?<=&5?d`wHiP*R6kUVbN$vq%QO2yy*}^
zrJfv0=*JyaF(MH@K?v@>-$sSek;Nja72!s5$%y_2d{h=2_|HXT7X+0t=S}s1{2j&5
z%tiXtSBmlO61tf|;y64Q9c#jvdMUpowQVmH`(G)lhESXq?u`x1h!Az~2U;@p_YG8z
z&r^paWv@w9Ropp#q)+(NG&wQCXT{~+WRAcv=^LTznad+!Ir}+L{uKBE44z$YmEV7U
z_8;p{CJce2M_<J0)kZ7P`p>zzU?Ae^53yWett+p5923^l6!+wfX(E1~GRmmdrD8XS
zIg&nU)TR8Aybh+OS6c6WL4e`T20$N?f33I8m>p+mlijQtqJ@orSOIPC|8Q5OL$QRC
z42=sZkY+K&n=GLgEd}<5bO)_itQkaQB_01^tpedk1eoN$7)5e*^aF_Tw}cs9_eN_D
zC<Rfey|Rs8mwKoFgsP&b-mB?+fx50O=Qc&Ys1k3V=xzrf33n&u?zQ0h@f}Xu-k)ON
zT~Y)<47?Vv?(q0`dP|)Ku|5=el~yb3Qv;kV)uv7O5DtWN=;s~5%V@->D;P?`7J3tw
z88noMB%${><$1CZ!dK<M(hOOBIMNBq-mgZ{mRYe5ts>bQaR=s_U?qw_A<`tAC0@#N
zcwFP!JH(ieKZ#lui%}hxdf-Z{TGV_5=QER9U_8_z)z4qrpW__2*_*&pppk48h2~{&
z9dwmSsB2gX^N|ms2=Qg~h{o1D$4PCB?MM03Z}ahq5Z_47?Q-?sw!>i{O;Y+Kw9e&n
zLqw&B=~hZ9$oE*$6qU>dE-8K6=hKKBFlIdQ)cOP~73Aqr14K&fRd`~BPjE}t8dq&H
zIMhePKZCx-k8M*iH9^|unKg^$%L`@jfcTj4z++`PC?RdE=$s*inho}jpPw(;Cp>s$
zb6}3)R&iK6AIh>N82w&xU7P6lOgs6JEfEzpd4WU;jB{G|QzO>*T<;J)k_QUe7&R`u
z9n`@Oi3z(DtKR1Z07gaiT1L#9eckPD0;d1+_26HN6A+4Xy~psZXlsB!S}NCB07e_h
znwF+48*H`TT`FYyB`6j_hl`=Gq9mL)ws<LRgv(Mytqp$<?4jMAEg_<vg{h>&AV-l)
zFYx9qL6SjJ-(WO?d1!V*N@DcJWBxo@5|chM4V^6YGGZK13~4tR{!^oo7GV`OQT_Bc
z{&(6JqA?nyCKZfbN$o247<V74<OAj^vG}wl2T04y$ss_;o*{dHRThdl9*^xKzO#e<
z+%^1aGl7!X_$c#Qn*L{7M`io^7m>-rU)Kis0#1aH-PP?%o`$2gqDhE~J<$^y%)r2B
z-JOD@X!XDQ0V@=6xSQz$V;)9pUwBw_6vE5`SHz-zzg(h;XbyP;Iga`;XlWJ~Hk~Cl
z94ptfkvTL!8Scn$s;<85(n6oaC#$X8eXnRSfCS#G;_b^ZWUV0w_X_DG!&K5sEms=j
zckv_~&s});HAm~{txH&*=Y)B$KUo|@5|>Kkg3Lt+zcm{%UewpnR??rXiDDqt>E$F?
zH-=2ky_@66)n4g(Rq5#hGAedcrzI6SPT~~mQoW{YkpzIN)RK?A)9@oO!n{~2asom$
zN3$mvvlmK5-(q&*SGH7}2!H~%)AF)zm^<b%Dz3wHGYR0CpDfEg`<)1rz#GTFI^a5V
zN=JRsTl-1*X8inM>#i$6(7N)1LX;J%bw+n)bUS@D+^j~`>@F%~(izQge435SYS%L>
zwx)zUAL8d!9mC&{L+T5KN7c*hoJM~E^FQE2r>fRkr@GrgQJ=jLuCGDzPpr=%fM}tA
zdyVzkIXqp+)2Lqu0zgi~U)|Qyg55awT0H&PaH!~XcedI?JxMO=PN}KcFB_5`A@;ak
z7HeEi&BAr@>`bP1dtNdDCR(AU2_Osc(wyq+=}P~b#hUWVZ_^r6_IX8A*Wrt|cVmdI
zm}R#Co$4)j(0w!{AZaj^?^Z7Ax);$bI^=pLyu77({?beb0J{JhrX-(sD>8s&6nAMx
zZp^Tu2}AX^$;`>AJB@!%(aCzw_U7WGWiv`+919hH$PM5Fna4S<QJWtfPAEjgTkiDA
zNV3SwOCq~->ahIkHG1ts)&T7j`JV0`Mc+ZD!q~u<$g?FZUDp&aH*j9w(xLfqhVf~6
zWqvXbVW%TWxTUfr&pB18wI%qt*W>uJNQ@L%Fvp^d5UHsdJJkk1+~DUpt<HwVIuR-V
zC%+?3$U)%lH*gt$`Q_Y(MPluoBCMn;fMbSeuuueJWp+B!PD9I<(m=*GG{~2{f6E9p
zHv4(01Cd!-s`Qc3&!N0YoIn+q)4Ab*&rc9f=7GtvIq;L08Z)6#uZgA%Y@mVU0Km|}
zDGOXz{3~NtLW0Wu`-x5qbq9S{#1b1LtMj#DG0k6Wwp~HRJ*>y|JuX{YMCRbfJT+3l
zOYm+>5zeKI*ME{l9Dr7e0w{veUt5njwti;=rtT{O-s*~B=9sY0lTN^2oNbQv0kHIX
z8%&<$0-%Hr^X;q5`A3x-6);F>n`!~bbopdx7Ip!Fm-zF|dxR(Z{=lD2%OqC|883|R
z2Dpl<8lU1h>Q9WO>Ub?{Z|>|7;5Nt!Wa*(Go0Pf%4-G4%B^8|<aCH?@IJNBc0Yb}L
z599j188GnQVqguiF;xOuK@&bO$_<&)dJT9S{$U9XO;$g3R@^&&L(cfD4-?Q_HKxu^
zI;Pw%Crrl=aBXBE_%PDQw-*(jNEAoE=?GT_i><QdVQ)+N9`VTF94K~EBtRF@`u63=
zN@BFi7&{4Ue58#JT)H~6MQ3PQdG*H^(6gbT4K+WIznJ@KGFL&0*H%j3@_Zy>BSrp7
zOGA>=JB$EAB$pxDa4>e?0ISa`5^8Y4*j@(vILN8loV^5<nWB;Q2LmR+p|arW^G4J#
z5tXoeZ>UJW2B#M$GHc>it3{X4Q2IS3@C$_GxodZ?lJKxE7L+ORrhw(o1z1#q*m@<Y
zwp#)bP>SXx7?GWpi$a_(PPEoT3X>meeE3zt%8$#TQC2f|{2UA0b9?n=k7?g$QPiIu
zKxQc3$rS{Ov+4$S+<VpuEY(|$w>n?3UH~3*0UI#$D>~RA-=v(f;)b(ZrmP&=u>)UP
z6kW^PO2ewr;=|wOZinu=N{wEau~)bm<QtFTlO5b?z+3N$x*UFV8Y(H`>a-gQ1OhLP
zsb4v6U1TeD9S+ymmjGNEGc`6<mqF~PHBA5rWt?~3dQemgh;J49aHRPd%qQ1gAR#!A
zih1Sydj-%pLi&rEtlE@eu%X&BkzmaiOq2Fz>go%xU}lrbuE*hSQ%B9+z-LalZ4TnG
zZTS=^U#AW~7Ou5iRwSzoqjE7H%3h^dlEyp$Mdj=wu;*Eyl70XlP0edOCm~@&!%@k+
zs`4BY^PX36oAsON$H(h0$^5P}S+@|Lmr_Y__6>Ikfm@dv>r_O=`jCTq<5z9HQ+a@b
z+VLdveu%+-^bduLy*du3r@&Hu4(ONjc80?r9Netj<1vjPB$3uLmarlWQfZ!h9lw?^
zdfa9~7ac<U6BZiJij@oQF~G+nf5(Ksa8?of(%FujT(waT;{Q~!tMQzLE3T-Vx!u)~
zlL|WBrV|9k1Q+Kp(=CL6QDZT7i%87YdLx5l8gRR-D<oE*={X)glM&*MGLADd58@$>
zhMVMy?HVHSvN)(lia_TR<|zpKRZnSUfBw!BU)(2jQ?D7nXoqyYDQa2ZDzJ#zq%)&j
zPJW54GqyMNic{5LbIOhNO1~>H`I$y?!wHHDkE{LAw=z7XsQ02J-~7Z?J#VXc?@QwT
z1GTc6qZ17dsI;^VkhHj*isLdHgeb&hJ-?1=zkP?+X}vmBSYbcziK5%+m5FZ&4>Ngl
z1-cz8F?`3jSyLV2Z8BcBl77h4yVfDe6u^001)xef0eDmB+VtnA^5+ZXl1*9+$$}_V
zvxm=z7b{x6C0_xw@?J1lz6I5u?Vuf(y#8)%PC=B^m;6Y#L`7rwB&HKUKxqSTCm^e`
zaW<PuCHU^zocgW>9@zad5TGQx9Mo?DB60ov(B;`enpJTTuB7AF*j<3XvtL=Mq@a4R
z-V`!*KIKq<TEDx3G2KJ_^>nJCdgDUF1$%{Kd*Tvn@;u_X$vBWM>;k}Id-VA?lumMh
zfpfXyX=Pry@8e)jIaO)3N%CA0n>9s2d;(CF54wsssg-Ns|Il^9rUN(*j@T}b7LEC=
z`<}kJnA`bTE8lu$^|?zbWaZ9hJr)K6D39rEUzLuRTa5Fa3N{q3=rn8TGU@RaP|s=|
zC3!6j;-uDBZi|JjQ-%p!)#g*d5uH=IvZ(H~Ndvm{;f&T|?4(x89rj;2tg*V2V5Q8H
zmni~!@BQ@WGhj?%gznyA(?}hBiBKXO8zVj+GA-Ic13%2IV7myP6R|!X)d&Ik6*bdf
zA(EM}1wEfuBnyHc{w&X5G<=kfW*N}l?0qIyj}zgjuz>-wO~_>N*Dcb>rO{Cx%Yf15
zctbk#(zK!8<kdzyZu<%}yYUQ7$H^n@-Ha5O33^o34Sd59;TgRIY=e<ICzgE~VqMv*
zk@QsZ#834}8>txKNXGZ~UYDTSPTps7nAs-s+>Zfv5ywcJ<l}XVLi}>B5eGz)IQBqF
z1>hdV?8vPm3gKnyUs3fBeqm}J#)f<fs^tXD@5Yw350-n*zc8P9bl7Poai5^m(HsfS
zc4EOPr^R-SMif@rTunF#PaZV_cpgfP5x5pqnK{#J1+*;@vMdp@@;>(lorO!SC<l{%
zys(=;VE@(D$3ON#Fg8C>hyPf!qkW;3q?IKwB$OmeXB$%4Euiduk43B2p*vt+z#)7M
zVaoZZgR&)FeFsIngIo+LSK;V<az(Uig_^OZ?X;4fM;T%@D`8m%p#THh$`MEK7uLZo
zq_0T<<Wy#z&mSGlH%{fEafN&AKKB-&{Q=vaRYhhrBUHdAf(I)2O!&p2CR`z_0rLJe
znuTAP{$tqf`Og9yL`zQkyzz}we{N8VH;IX7%bZIwA7sqCxNF)dZ<GULmabgvELe9Z
z{Y;u>9YoNI#zIY)erI&RI~Jr9iVH>kjpVx6rpJ(i!=qeXcuu5?10zAX5T&vlgvde=
zjhWI9V@e#gC!h7dU@>00&)ApomH^!<gP}XV(~$qkcss0Jlpj+(W(QaMXBYH{U|6dV
zT_xCFo-x$XS&f<%1Y-_+)WbtTg%3=yj*Cg%uuBM;JvhnVXZ0!D&uB4mM!S-p(cZlp
zR|3d~Ye(*Tz_RW7mt}NhMos-+N3NkSLev9MV-3EE??NXjLNgM5W1keOJ)Pe1RZ4p$
zyMx6w-7UnL!06$6*bwOqJtxXIyl4_X?MQ*nkR3XH%+~F2;dk@OBa`~7Z7%%XiglTm
zowE!{u*0Sr<S3dEtRyYZ0d-hdW&9g$BljdpL<^#Bz1f*ZQz2ubc$O;mF#s_^Jk5BS
zTVGU?)Ag6008zBhS{>vkL+enx@euuyd6*`fZc;;o)GH=iIRPD?gf0+Zp?Jp=TB!h2
z_%pz92YuiWAqM^S{Chp9PzAJ&f1o7NglrF$P*Uy1B2L8@Cg(fw`aX)Kw?gk97*xs^
zLz7$vIq)dS9`Ms5We7|gdP6)VJer6D#@4<N^CdD64n|FIF~EsHR$VjaIUuGO3w?RU
z#6wv!cA|;8@O*x~-`Z{Lwf!PtK9uunMS(9DD>f+h`}Ab@*x6J<0}J?3xju|`yF^p|
zBwWeipNE5g320-7Hw%-`=ky!O=S0Sh@MMw?C1K(lAvICNd&?5c=^-kvdp_$4GJ+vz
z?hyJHlq%95CyCjuj1VBcSzKTj%(y)M;f<eZH^~V6%Du7I4&evaTF=#W|9gPMsu8%-
zkELkrDDehH(7>-~=&`i=vqfY4ci&TdrOfmz*A$Jc69_hu>CzK4(Z?*L><|ATFLtjO
zEx^<VDbCl(hxfR_{Vks?-s0(-g%a9OSHm$wdoWna``rjt7n*=sk`n2BP?;&ry}a8k
z)zzmmKv>CZ0_(?<^pIG^v8I|N5FktjJ$eF09&T77f!t$a7$IUBR8H~#sx7Q)fs5-e
z;65E&LqD?VlUQrpB>4`mB(2e|e6+6xizl!75sOz0SeP~MW4~z)L3mQ=Cw93yFkB(x
z^h+m5UzQtx_X;Kg#8dzuF}GFKDR9|$*sq`9&%TqfQ$)zu;4GlB<K|AdN-ZQoM`j68
z(i-f1sfAg8YVyt115y^ehKYJ7)xaI8HY<0c>QV$aOglya+8sdrfIMb^(?(1M3k_#P
z&Tq+PV?7nqviRj+ArTAKbmU)-fRpeAj)KOO5<)P&apX*%jHm9r1=|+M1ZH+*tmP0+
z=3+!C*fdx>;IQT1oj*n|rx$6cXs+D`#-$5i6^ODFq4`S#1l7meI<4{@47z#Rr05LD
zuD^CvTeY5w{$L5!BtOG>Xcm@Q1Cxl&Y_sWV{-LEJR!G^EEovk~S!p9~7dyLb`m<M0
zBzn;I`bpsa@ZWeq_XhtBT#*s-m>y6oEK$bOONi?1D$QrKGd!nB-{B8IXK91$#CXNU
z1z``TAU1-lrNr!zVngRFg4qhj3=&O0pPM@<)D?UQB0+_T887lsH1d;4r?U#2sOiQC
z(u-=TYVb0gDa!cENXaw;-1*nt_$uB$B}#Pu-t;q;5H>>960{#Pt*p`W^oJb_UYxI{
z(=AE|vo`8!X5@@a%nI~b=jmY1a9U%%ep(d%EQ$2=Xo4o%G9C(TCe?2kJJ`0P@+!`k
zZ4l30NSQk-S<<tz0uACm8t~HWIR<KgXNy17$oA^zy<Oq1L~g)|stHJfe~wN*{1K^0
zAtT(2XO?XUd*5%^UXT(WIx1rEJ$`S4)+9ZRhIGKkf<REmh<CYD7d9EW{#M9Wr<1ra
zpqgD~=};_qjj1!!h|c3QqQ*ieL^AQtpzmr*U!1&L_LgX9nvz&Q*rUQiGpHpXOv-;u
zi~+)s#1Jo+Tn3>j+|~FcnHf6g9X1e*>q?f~9cO~{E?L(wpLx`OU}`_hI-O#+gw%>U
zcqy}MI#(uA{|QH>`+gHvnkVsGFW;G%S;b2Y%AW&$uO4bzKlk?T6$-}09p`#CLQi<}
z$fMo>xJI^RYerCT9^B5zu1(*fZx;a7>ULq&<%{$j@aEjvL$tsfRUN_v<YXypnQ5}N
zP*cQA#ZoDMTA$=KMcED-ym4~6{GzaQ&u97qLd3=X6<f^n%#892xbn>Stl4e%(xf^H
zyUD|<c<#m^rX2N-(qw|dttdIsc4?P$2}kqSBCUMhz6;0J5HB7(rsi@ZoKb$?7FLO<
z(Yu!{q?&_b-h?U}=N?ZJ$GT2mSy}*uc)~>n4MHv8!h#ZNZU%IZthTRHJO9?~+%E*?
zwGW<q>(bsv&`3cbz25-<_$Esdfr3t-)klb&`dpbmW^^LmpPZC1iJMU}2ggbeG5m>p
zX~)BOl*qOZV`jpAh@CznS`j!^_soLiBJacLy+S!nRm%w}he`-BxE?mO7;To$OYc}Y
z<+X2SbsVisq(Vvc5D%&KUqat&!jgOPMA$H4cZa+ODus^y*4d$O`R{x>Y}D-(GnEM>
z;5H_zFd5q1a_)S5&`?OtSNRblo?O6wdV43{Y&KGtYdHJd{~XKy{_{B{Y8dFWOsNsk
zbZsg1;C!IaUn5e^2a!&m=!PY+*j#4YLU?>KsywL+DFlfu3co5Tq~<|`e+@-34}`fI
zR-L7C20fNY#Ib?g7taLAMZ%T?N`IXJR(uoTre^W@A#1Tbl1>XUe{Tbx;FPgZbi;8{
z@#drD?~;!^)PpI5`eh5TeAT2H!o^pFOar-4%cKN5e}1uPd?wc)>>;E}6^U(Kna~`J
z(uJGIzSnL?L1LQr{_?M@`|p&y|6q=UrTNHQ@G!?%T*$jGQzFuWLRnJNL6y*4B3<{*
zPZjMh@3Lo1V=v3J9vV?hb7uYA;;&Rl>6J6`=aoqW*=WL-9u3jB%qZpI*l1F>TjGUM
zx>u~d_U1Kjb<tr2A_W=Xyw{n$3zg28pC#&uH-a7r62|8`qJ#o(XfM({(*s-wMOG)M
zjH7=CM4~inKnQ}Y5qJ5@r(FMGk)KFi)4*x)BXkwgFf-Z*Z{+f?vu(hu^yay8=RD;j
z{VTwN_Ch~uK`g9I;`@WNhD{MR-*`j~++W_lj8O}O4VVuGd5{_hXbSCLk-zs@b`H)S
zI<+n@NSHO2#--2Ij?|Ymv}ZXZBios(YOC&4AR@u+&J7*!kcDWadSaASfR^beXgufz
z4pa{(NT`Yc*}dCL8RM5)cL0Bij-ckpdBws&bT%sS;mGFbwe%nj{@5s(if)9{x@Sj4
zu7x%38k%UZYc6&u*4^uJC<H1XB6R=v1`w70C+qYO$P52<Iaf*CBOHWU<8|2$jhQ9d
zsIO8<EBmr$tXMY87II2ZqOlOl%tBlsT&r5@tfF`z9c4HC%+LlKuIRh0Dy+JJLO?&5
zOlRqfpp?*M(D5{nURLJCq(e`2r+bK{_UNXEthv$o!36WeB9fwy1HrU&o6%tLWp=Kt
z>1sjdsP?tGHRKQpb*P{bOOKAq*~fzYD&aZfC*|w`&!R1dSrwQW1=K@etIF{_tRa#f
zan4BC?sy()Z0~(z2Y~nf=Pxyd55SNA6r`zusP*4b)hhxY#D7dStBoEPG50d%gJ+4m
zy&uwa%8KMtotC_B)usGk3D(1k@Qif~vS=Q2Jsj109dJH(fq@T<gsG7s%;>{lVr6A8
zUVidYq)coUW)m7nsas%%=NWk*gRwlpvj|J^gM2A8%TAfN9NAK|0NFRdeY+3NOvRF6
zL>tEJZBrtGZf7tIhcUQU41ZAng2-lItD5p##)}d)mf(Qp6ns=v^^!aYZ`#mah3|k>
zfk;Nvcb%ycEn;|Uw=rYOd=T@F;kA?EnkM)+aPU7@3(!Hy^utR7lq`*uBckO<x5DzI
z`w9G*ct%Zx!{<Lp`HogLfs_f-EeVV)v$GJkNz#h_GGk;TJdI%fHr+|th~9`2C;<(4
z;$#{lWqdy%>djdT*_jq*bz*enft<s+DGjkcF<%`H=XVJFgUNQ#jG5%qnrt>`GMNkM
zwXk_#Wbx0X6~sgKgq>AJK82mn>|hhD^vMVJzW{$NjO9|rvtoqFvy@r=5b$R%EVkCd
z&Ry_rix}Y7mc{b(ev5fLejoYIqs#vgCVW7Er)d@cium@u7eGk3H~TULb6D6vBkVoD
zqJD~_jGnU%6)4YS&?4S0LMcay#|eDiPbd(+tD(dVtcPoLkzxb31i__%BWr0BIS**Q
zkoiP9*_ZSv;-g-aggFF!Hy4y8ZC1FzqniE`nf&(&ZxkpZQy{fPv8re}OK1eVsK+Y?
zuTa$BErvoNFBsZ#7g?dXk7Kqp!Wc$GWM7$_5e_PV(jB{Y&d7W#i}(Q*j1D4LgnPO2
zW0wrC-SEp>!KG2MeD!-XZ(6HwL&~?Q?*&ZIBaFZH@b3V}3CHcbTLDB63d__<Wz7vE
zw}_j4S7N&Tj+Ic1bCg?sUDh2<nxZ@6?RF$Rsz1(zdr<0S_(d#QS*yK-8UeaLIjXx*
z<Qh;YU=~TcnJ3c?VG>vNv5d;V7;a8Al3h&A<T%OOv+t$_f$!Q-1ru^dWe<5N`n5A)
zS{f*M?W=C!bMZjMTUEb>yj}evB%Hsa&9JAJ(qxm8rs!3Icd%`Q7ojP7sS+g>oh>jw
zq%(tApN0-HvO?9*0rmX#c1T_3a~B8fBiE;tD=p(rBB^Phz<JkYaaR(dZ;lxH3Pz$(
zp_qRh5srmeEhL48^!XPdeOgZv(%o6OcC;D+++xFF^s~DS5s$N(21FxL1E*Y)h%h)l
zOn<c0om-edb}P}tg32Ns1USr;U&JX2*z%J11OFPzVeiq6QO5RFMKT}qSO2Ee;$`c3
z6tzhdVcyv6(}wZulZAc{N@1aATYa1^DP=-X$MZ=^IHfqgN2Vq#LQ8Vr>v6MFp};Pr
z+v|A^P_{n)M)UJ7i274F{{F|xdgOy3lN{e)ZM1CeZnRcYb=i``F8>W{C4nNjXrsQ1
z(_a=xdOS*Afwa$mT**Y(KW_2^<`7LdRD!h6hKxN`fPS340nXP}ScqX2tQ(;uSxH;m
zFU*a}FajnnUK9C|UJM(e7RTE9bU_h5*~^gB>)k;z2Km+aVAPu)(@M)byHSuz;}=rm
zV?DT)Mc-!;>2;u#spIaNag=(s&5(qC@>#T8BF8b^^y7s_NmToXf9a}Mk>o3t;f}rD
zMz-jbi@B~vds(z%&3o?h!ep;ls{=5|0|;3cP3ndNd6$~4nHfNHG8>n7-IC%@4=@FS
zEniP-Wga0f<x$id4__?n|5Da4{<l)&79r+`ke#K)G_fZn-M3gO3a2DjFUvXFXNs7#
zS=5bVEzPX&U_F!r5=JWvDi<=+$NmADfEu^1>ogTxem1cg=QtWz9~avA#u1?XosM5;
znC`G|ZF)^nKu&4^@|==_B-?UIa&lkW&U~|5{oy<i$(h_v*WWnV)y;zJ0uyo|T*9=v
zl4+Aw1JwvW-gG-zy>yx=%9#yVcLE?ho~Y}1K9K+^-X3V(x&jN%#U7tN#XSbJ8U0cb
zkur3k52AI-w$mfNj7;u+qTL%-kEj%0JYB>u?=t0eEycmzVQ5l@njHlcb&`=X8AHrr
zs`g%pvr@tM%+PlD+uCgWS*a*LS=iGkfgj;WWYmfI4ent@ALTK!7*K6Ot%to1Lh|{o
zd0})>xv4<7M4cf^B|k~rV>^A8E6zKNk7_Cd+=DOwu2_N)#+Kby(+m~Fu~BbcFJ|%`
z{7?ZZWdE)+*L)C3NMlZlAjWqz`03AV;E_8>W7*~kPL@9<9dWiq4alhHKvM(I)3q{`
zBQsB^AD-6%2@fB%o7(-XtCa4x*rYLa#Id{jg~3_z5}<Lrtqy3rIy5!{--}~MJFg_i
zd}I~52%r0X#HyHIe6tOAfP~SVjKF`nex<z1pFdwr0yhQ;BC(S0hOwyK=C3Iry1A<V
zmC~yO;Bm*g3@H*i9tD?=DBR=(hy5F_M%D;apL`JNlK?W1(OiPI=K=g*m|vVuc$4f5
z!2DXA(*bMzz~$Pgxa2JVa3iyonMB1XD*jOwvMQkY`bzSG1DL%x;uNy3rFHf%K{hJ`
zjO`FzwgWV2K+srO<?V@&Lw8#nx6817P4Q37M<8oftt(yZP0A6i#JhlVf&JXo&@jpn
z2Ox`m)d?4+j<-DepgWV986qBIOLAc_oF}*50JKyAw6o`w>bo<dq9ROT;Su--<7LeN
zk{p;q_qS_%G4_Twakpvp(9gXeP?7V&fzj8{Mx^~b6WdeG3uho4AAo335Ws`qdZl{{
zUB0wQyA0njuzWJyAln&MX%@1y6R<-9D&vJFI&Tx0^uctUf4@;Gu}fjW9aa^J^L;w+
zTLweI3@rN?*0Y4;Ln|D*R9TaUl0GAVgC#;#UUA4~A3DknkzmOeXH?Gm)xzyE!SugI
z|BMn6Z(2u&JhKhF`T>=kFbP1O0Wm+7>Vgz|HlUcT*6?8e>EJEuuji_J%1}n&DuD)c
z>4nAI%w|M`h#FGybE_BgsfRAEBvz#En1t-2U&fd%fYb)i+-{^cn~32$KIVjk@rR3&
zFKD#5%_Ob}RKN<uxxaS?$nhEgQgb%2ySwuT+?0m_NN0b03N#kFwDX7dM6=lb{<gta
z0`R0d-FC`>-Ycj|Diu(TaJIe~UqE4eRB)l+{X*?9`=2bH7yijHfVBj=Dkh6`%``PH
zv-8+z6W!Fu6M0u}5_t@|#a9?UV|@RPH+O0<kGDS87NxmR@a{yRZF)NUDPh`)70Ndq
z6XyavuKpT|L7i9rLn(`W8I05qUimZnt)<)6jyYq%1d}r}lK5XS+Xf3XmA)^EFgv!A
zSVvR(R>X(7$Unvzv${{hATI$xQw|8!c{XSkheka)H9dR<lgES!T_YLecM@!Cm(w;M
zD`a4?mCXaN#rpF}^qVq}gPSstzJ-}1o#sc<{5#@AKsGb4@&Ny3{m5vpv6maCy?85X
z?ke23dFHnEgLhwL`@fcc;Enx9PW&6P*O6^<BOgloeLkFW!hHGAhm4%uvcdaa@+*#x
zKd^fje6GG%V&G?AQ>Kenl0RdDDP<ymsfQc&n=5C|J=8+a`hZ8mJEOur<_xkz8cOW6
zlj#D@GHNI`8W>cLWi*l7Ry}axJ1QwOE#w=LJf;uk;GEl`+l~!&zf_WUA5WZ*40uB)
z;J+oBjpk~o+7JPZoBJ7H>E+=MYq%Eow7nLNpM)H7ay;d6VNV3MW@_`5&T2y3qX#D$
zGmk_MmwGDU-t=OjS<;J%^i2%L?U3&H&Fqb4L_U-asS!x_#At@E@m&NotPz$`B|VPg
za!GbgATixdekE^a1Jx$>`AL!X%C&mCJ#O1QK)C_%*1H(4rUu$>Fv*|!4z7(_^}fxR
zzFQ=CC;{O8>LYDF8v*+NXR&$@6W4BWscE8Y4rBSrhJodBpgYrHYAPRxGpD|YJEn}%
zr>$%q23yI=Vc(QH3Mv8GGxqBpfp)x=D_=}Ko15yPi;wcb1{?kE+PKeB^P=0&Z;BNT
zom7NI!+EJ^h}Xc{iX<Ri$XBAttK{<Vrd`DFXPU<*q?7{aNw6u#&&tRES}1!pE-gJQ
z0ZHtPY8_3+6X|)rVZ!ch%+RqT|2p*fp?N7-5d9`WNN064wu%qxTax|~ni=x@>ZQFG
zBdA>%4cJ>Ik6T4`558A9pO%2GS$u5PLSl3vP+v_sr+T?-wqdjkDN5+A0RaZ6itX*~
zK-FyZ@ld)J4X5VWT<jqXp4a)~N8QZMCb5i%cRU~>j+=c&4^*Mk_p3ZEUldG^23U;L
z(G#hn<3JK@(sDeus?r%f=dVa17rz<eRT^)u!BZiV7OTHjaOqKc+Bf+&Mf=t)3PJT*
z>g<YANp!5vrq^)8$TT8&U&xuSXAuZr&iS?E(@9@X+PHLGwph*?;whpqf98&Xk+XBU
zT*a1xBZlm64sgaHC-+|}AAWk5jXJ8>Tm5PUqL0L&D}<#eRXi<FUK3pbB$?L%wkd^j
zji+~Bwe12>Mg}bh>4&%5WI4aidIkbS%<+Fk%=0D|ZpLqK$VJ>}P7?uIWFDaVA0(SU
z#T%;zx?O;HC>E76-D1=sW#`IN{VLJZb9Qo30+1Z4JDT2d6zr4K;g=b`*E$hFgbKL{
z)|cO^E(M5cUMgvov{?pNvFywrE@_rE?J_@qzS&^xR)#U_uh`(ni`f{z;o`tVU1n@G
zc!IrHk}|E&!SF?Or{22A(^q^~lVnAEZ6JvQ+gdx_Hib9|XECIv%~jHcc*icC%Ed=!
zhGE6_K~{QA2>stAKD(DURUmtStQh7`uc)gW2l3QZ(w2-{FZ#Jz=OU=qSu!(Y3hew0
zlt$H+EL%$YfYKItL_{Mi{LXdF)2m4O!VkbwZKZK;0MsLPlx?y=rNgIE&)Y%+>b5>V
z0Xjd73p#E^&BJR^)0Rk*^`rrb)ONW6@4GYId+tO1#j}-MJNcUJmZBd(oPE@)K&=|y
z`s%0tjWwp=6U-X{fYpou1h>uHB}BmHYykND1Lwn2m<X*WL+7fe^Tm7oxha6T$-hnA
zNqnBecjUKU%lgh>`=)`y!7tr-8sa_VS@~1=teJ;`DGk4_+ING$rU{61#>LFbCh((7
z_oAaCmf+|U(WXWYWr+j_eLrsV*6+31o}(ji>@E@FCgFV5kvf}4g(95gk~8do8u3iX
z3Zq9M&WQqVOje0o9Vu;A**o&A-#e0B+s}{<-ju_x{_S^!j=MFj^r##!9m$+;3u`hr
z?>{FkfFk{0`}S@t%LSGxLJ`%_L${9YUF4P^M5J!3vC9>f>l``Ud4)3NSc#h1(`XDZ
zHYdVCyRpMK7a{I>>G$S@)gWP`T>@hb*I^?*wf&}6r_%PHiaRydHGCAqiKB~%hUM~(
z5Sw(EOq?$A0Tp?80WDOD636F-L}I3ijPfJnslA94elO&E2m$nW?tJ|4Keio)X<@U}
z$CYe+YaJ*V81}|Mc_ey@4T_?hcQlUmH^}W4S||>e(4*CU)9Ibv>9(qOX|Ubr9Vm<T
zj-UW9G({aL^b?kMn-oHFlOz3kkY$W4S-K)o9<f?g@@pz6{Enbry=HVADL;CZ^S|Qg
zm5J|vsa_1rl14FmU^p=?oP}OmrUNwuW5zRd>%<hnR72KPwRUyt9pzL+bj)kSH!A}s
zfAhwy@RF`HYIgH;)hIkc5HDZE#qXD~m=>)q@f~DDjgF6k4YY!njkHavkN%k}-W+~!
zJLLcVMk-|eN%M_EhTLdl(#$9kTP5_1VHDMa&OY+rBhl=BSZ8p%?6K2HB#J9yM0=vM
zVUqQ)tO)s38tkNS8;l7pdVW=Hb%YjC-mO%Oru$T35A4G~w%q%lu9moo)`V6*`Sliq
zVOOxs&m^ViJde^Ud=MD?yEZzJ`%^TcwS@b}V^HIK$$doV;`N?pfE2WYL$YbRDn>qi
z+UG$sX^lp{9Zp;kB!F@0|8!Z~p^*wC&>f1@P@LR3$^Z;XA;VO=J`L7A`@1wvB2O|$
zxPodw1to9{-iL^qvC|f|M)&kw!SH_H|NnhxI!^deZ}1L8%$dw49NZq;j#FqdDp`pY
z#akgQBp+*t^BtuBDE*DPVHL;WyZ4xWoB^K$P20PaX}RAzh12Y{f^N^dSDO_eTy<q0
z`Qs@sixdf`%Z>seFb`=3wPljCwuDhrg`5NX?ZVtLGi|w(Xt5ydOr*1ZZoKG?#4bPj
zG-(6KxrxaC{S3CGHsgf8uMDOvq=h!k^TtHqQ((-6KvlRA#YwQ+s$&AIzq@|&L!qbg
zPX&qld}M!pq3<6;Q&CtJmw(%G@%P<wTV!+nhDKm`GMFJhEnIak{^3`u==~gV8*RyG
z?9ar@Vj*2*JTFDrAJrO%z9vZ*+-a>UEXfon;rj3)kF<y5R*m@kv#!to?l=)x#>&u;
zP9{97-0xBKrjhjGW{-7t?`si~JgH23{W@iq>_O{0%KN4#3DU@epOJ3ncMF&IQKoa1
VbmLZ$fM4>CFuw#}9?$#F{|`ZXY(xM6
literal 0
HcmV?d00001
diff --git a/log/zPythonScripteTest/err_n_plots_multi/IterPlot__MultiSO_Vp__fwi_FWISO_iterate_m_allshots_5_2.png b/log/zPythonScripteTest/err_n_plots_multi/IterPlot__MultiSO_Vp__fwi_FWISO_iterate_m_allshots_5_2.png
new file mode 100644
index 0000000000000000000000000000000000000000..5c7b3ef2a3165ab9254f68e344ffee21c42b8ee1
GIT binary patch
literal 33245
zcmafb1yq$^vp$Mo00JTn(jYA%NY|lDx<R@@x<RD7ySqUSc}VH*?(Xh}{|kEW_x*1C
z?^?K6>nzUu?mc_<%skILqu*BvL4-G0Z=j%{5QK$5(oj&(6@h=hUp)st`AwIQ1qJ1v
zDGcI~wNKnjvUA26J3AlfEsl3Wr>X8<<P9_Zjqr-8o%n_J$UELEWT78Wbi%&S?u^RM
z31~fuBSVplesklW8u`=hPk!@&tE9qKfOIkyQ`EAZ+?S>r^h1V|;^vfs7zZxO+=R+5
z<{>f%$&dl|j#%a!v*k%GKQtojAcGnB*Ky`pPz0HI#nq&cR4}+y2_k1Sb1Kzl3<pNW
zyXokgf0eF;mw{NKRdetbSoPqs?@fMG)Fo~Cvy>ME_`c6MwZaO2kB2ApP*Y-Kw?_QJ
z?-Yr|1i|lRi{s_^Y*6^VdIkjr!h-h%zDtMz%M1JpgM}u5g8Cs8f!3qL?}BX&$3m1i
zG6%Jqj5CXQTQTKKD~-o7@kZ?DS6Ze8j$POWQDkJmUcQVN|NEm*2E6@+g$;DmsZ|i#
zUM+tF8NC#tU&umUa91LD<)@95ZOntSQ+Ueo>g8v=<*{tbvlV>87f?`0hM$oB*GCJ)
z#VQocxDztMGmc5U+8cVQ{+jpM3~`Pi_iIZRoiJS;{(&uzkJvuplg@ivnneHm^Td^@
zBA_R7e`F7O#J+f2M2#s+ks6%Mis>Ay=RiW4fEMaZ`jSy@fT-RL>HpklM!Dk1u<9wl
zS!dAo+n)n^B4!e2p@|;|AjNzM7i`3?mf^h|?ah26yE>r%!Qvk7NKjDRnN8fUprG)F
zFJ*#i2+D(#SPVuG2!;~eagf5bah20j5uG!85eOAb&4`1;y1@z9mo)sKr!RcN|L-=7
zw>Qu`7Up_wq7why8)u>nY{P=I<+<_k$2DWd%5wxSvgek##`*8p)Q?K9I3szKrn;t8
zbkS_d3IE*_{<*HduTfPlTx*@7(w55I(^6#?szTGvB29&K4sgFUXz(A@vyNUTbuwKq
zHZi-N`pLh=GdWG}jRtrZKJVY}|LoxeTn~S@?r?dQ?P0+RBuk%qgAyWsGS~l^>+VJ{
zKptgiOd;8I31+2iyfN{IFJPPWo;(!6_o%2yL-EJ{Ym`iv#yTg_Ndagv$WrR+yQk)O
zF@5)IFCLv4Nlm$e;)~7l;pqZxJ^O+N5p5&=LZvAomfi3WE^B$0@`fdUB`hzWGX~Sc
zB-+CvsrY#*IVq>!on&++3EZ#XtIJ$l!xblta^lIecgpN3Sq;TrREq_Dv#J*2ZiNGh
z?4)-cYzNMkhu?}Og2b~5C)8Cg<z!^qbs$!bt&7V^NC+Q*%~}p<`kdj=XEGzp$xSqH
ztZ0{v=?^G1SWR#eZckKIpKjhy9cUar8stZ=4Ep<q(_{7$8x7~J0t)>k7N!K3Zi2^4
zg}*KK1yU}aKuCD)JeDn2zziv=w%OVD!Yd+7Z*IOdPj(dhdIyJ5_h?V4oL`?FR2JCR
zxdvQ>K)}`?Y7F&j3opA1;HY{?)BSSb%}26--7BQHoVSHbPP`lXHT+BvelJ43+Rbh3
zhJowu+c?<YUv0*2SC~Xbt)_fusO)5Nh);rD)4;-_!^AAgI1*Y@;+?Es3vEys__$7<
z4xTyKIG8>=Ea0{2-ulh4KlBnYv1KgPCXZ#NQkhJ!8?^;>Y#p|@)rt<6n(EhQ4!_p8
zFW0-HO}bZyw%iZ*F!3bsjxy7molR?_b?c9(f1WN#la^hsd`7%Ku_3J4?j8xjm?nz?
ze{fn(62x;N3lkcrt+bF?YZs4#Lo2M=D4|WFGhEf>`cfg2Q%S>2rLs8m5wQIB!a->H
z=-O}hZMy}v<?QZ62&LWbBp=A*<;4eU`w{^WSIEZiHHG`L6vTQZ<~O!`)2^GL^Bynp
zrn9VSPv7-`)twFJuh8!dyTU8tOnea!4c-G!MIMTiX{S=EiS|`@bZAJpSl)^JtpE9X
z9F)#<)r0*(y;KVtxxz^9`@I8M603!MiMrbM8|S08O6Gah(_S~u!aU*KDXYc!l)Jl1
zmHUHMl;BPS?Ybw=1|D4<5p1;3@EMs}rJ<p&F8!!^rpk@Q{C)#8nk_!$86k>I&T<zQ
zC(5NJ2+GR3dpJ2o;HtLPx|0g^y*{UII2K%RUC-M=<SIl*CV7{aVD4gccfA*98uaoh
zhT;=;_XMQ4PAj-Cik29t>Zv=}xa%r`PWQ}lRVFt*m+$Y!K#Y!~i;eeJf<e6xsOWai
ziwy<dZ@0ujFA>LY_t(ir%s#U~J!OWHSayd<O$^ZKx=Mht(K`gxGOC-Xk~y7hu@6P2
zl};BDRkPNb>gt6@TKxPljg4my!?c!#%JqihK0UJ+>?rZy@mI~ndZD}UMQ?<a9L~5b
zaV^TcUEqn79<*mjZxn44T}(DQz}m~&zd|Nu?<x(r3j2N}=5inEG$D7RD}CDQnSI;W
zmY1xB2X5;C<D@8lc)*~$KPnqo3maw{-gQAj+#9oL^?gS;T~)GOAD6-;YjXc{pvrVc
z9Ms|yb-JfgXnNjFDItnz&KkJ9EV1Eska@}_DgJ=ZT>IWm5;*0DjDFqqHE)jUon6QP
ztBg5~@@!E{*NPA1;5S4+1u3M%*I??H_I#gXvmxF5$-0+#WXaz_8xp2|23^AyB5fjT
z{q<Js#rWwGNz<+?twa?F!I%uKj2thlOsC&}Z~$o#f~lO2I*ex(PXFZG2ci!l;_;01
zcU98#C))*ZGUNfiq)D9gxHX?8R!T4^FxfW;Pw`Z$_Rp0kUOpw-FR|=~vaH@tD?$8z
zo-G|6m3uK7YTTe~L$PGWZgFGIM6K=o-Rb%PV>P^1Ka&H7Q1@QNHyp200wktx&)oDv
z(HO8szuc9GbzilzsN;_lx-A;G(HuUH?o*v|zGSh8@096_VnH#8obA*EyQ$JEe9Mzi
zE@f7vk<N>)lGgGo6EQ`l{pMd#of?(#EX_bhEmN!Bk#{*dhTI2d*kZJk$7-YK)^fld
zQO`yG;d2uZtBP|c`9T?i2>bK(5eef|TkaG18hgKM1oQGDLoyaIpYq`seTl2>tXI*o
zc@m^6oG%ZG)o$vG>uHd7Z!4auq&_8%-<S-J-z}=%g32#fj>QuwM&RuBrZ1Lu*FdtW
zvlgehO*9G0S62ch#v1jGR@WhXmf<1KAH5bT*f3sS3`=-RxJjWwgzjh>8;>M{oG{+9
z{o@7i;1wLFWR8)gu$-Lu^zkTT5ORxX-PsKKlchg?(H_oK?9D9c;F_r%8Q|aP5t;kt
zauajVP}S;k_0aI8q>@P(#OHmwHJBDuC2{lTbud8iWOLp9N;q9%ys*nciRM<Pce0)&
zd%(|k!G1X~fryi9D+9LNn0I@)sXtv<xY=iBx1A#EW)u@Afzv51+x5n&v{^2V91Ig-
ziHlGSJV2TG9$O_`A9sG?DWASBqMAeI3%x;vY1pcpMZogi@#n9#5u-+kK%}RbtP!Y!
zb(j#{@lAA(Le42^I)>;vwmN@qNPuhs?8Ei~Lr&n;w{d;Y>2lA>wCi5jc|}6tdGH+<
zlli<ukLk$6_nC(*zFzO#JmK4G<`6f?1{5-`t73@-+1A4Nz?-LvF_&e3vc>UyQw)UX
zQtr6^G6h-cV1BNyf2P7vMhH~KdAqwY!7=Kqs|;KOu7-7Y>*j3vqBmyub1<+E)bHLu
z*)^9AUi)};2&AKAt4wM&{@$hdb^Aqwll0cmou5I|Pq_`}3&aQ4<2%!t#zKv6K%PhB
zxE;6auhpJ9J_AL@pf|2%!`+;2MMsH$ho&EehJrE(9g$?)2LgK7c?|i-PPRRj4o6c0
zS}xZPJesSia<^hth~`2={>=ybvxb-Idqedy6UBR`36%$z;D!+8j$qUKOCQl-cCa}b
zGY{NT0faDIs+|zgU?F>b@R}^9(sYM3;a!f)&G^IZ&F9D9o5Z{o?XL!e<clr+oo#_8
zdv@FYsSd8QR$5E;H}9Sv5oFaPjy`8O;)TidE+CGp?sU{@fb)LtBDz1mzA#<uA{f`n
zH&=9{vfj}KlR>YOS>j8&@x=MmW{Li?l62wKpp0R@(17I3`jK(3HAR!>;s`%&CVo&r
z2mA;DM-XPZww8))_ppEy0k4$?>+tO5Pa_heUu33<s=Gn6#75&OS;|4VmVOh@r+D^D
zRjXAUht(^grmM_d#^bbSb?ACY>=^;{gFpPYCi`c(?Uq0EW4(Ba%7O{j5U>4(|CY=6
zs}$ZCO3k-M(rg)WBh{U2JL?};+uw@M2xY2HDF>qognR7{z9|i)p(}~b=WzD>S}x_T
zKg2cD)o^@TY2uu?9alSkbr><?@mS1pXVR_rHOx2_se(Mo*+N{399^1^v^>J{m&8S&
zHC$+QoY6<#f35qP=J%>17IvYlfsmIP^16)>6?y$9lAveJ1X=5j@U`z(<C;E%iZf(Q
z|2GcL+zr3P_sM}KWe>`(?298D6y{DD&~f?xr}|iY^K&=eik{{)QR=FkGG>Aqr=$pX
zMVWVl<&_BUPB$$3po!iKa_o0siwb3F$SpO$l5Zei8MR3;;iH%aDrl%&&fkdkjGIW1
zN|Qi41>$n7&RR(rupgM=O0r+g-yzmb=gTz#<?PN-J<5&kM6t^P=L)GQ5s)WV@yr`D
z@5A?IF2p!@qP@E}HafWM4<yzUKFz^GK`pw+$G4s_bArD$<=2n|phZzD%bvHZ1nk$G
zfN9jGKdZa!P5ZlXo{}Qp>1^w;ywT&Gil@G((0Z)>7v0@BZqI+h6iioA$2*>3cHr9C
zvwu*jtKK!gXsB~MTc3Hj>{WBCDGaOW(%D|0Nfsdv*A_tJ)E*YnjRR6uf81G4$pgy3
zThr_NEV~l&1<O`smq`WVaT9{{qm|%>v-JRWQ{*R*XqGn%xyZ}We>a3@c5_ch1e=X6
z!LDonaPOmf?7=mVRCT-}IS!8}Km7Gf@Iz85@NU~Z<+;P2112!qNTE|}_seD=C#cIb
zWaZ{A_I71VDQx+E|0X=(IHvZj6dnlIRfVb$x+w7V8Feu>%t$2srj+tDms)C5O^Uhm
zuAiOnCOQ{aj;MYg%BZ*fao&Zm!7*mWbor7Q&zAeI%*@&erYBVTT~u6L3&=)-@M|F?
ze!0dm=b&<nk+-^S)6=WeRUA<wN;zT}OiQcMZpO4KWx7j(1=@5cwHwKu4f(~zbLECF
zk)z-@mnx>H5Im*FNvy-;v@zyg-ev_e`Vyzq^eN;Wc%FE@%_g$Z6cA}hyi1QF9TgtQ
zd~Ze}l}lT<F^53%CMY+VTa_jO7e#``^czN*LX0VCI&h5S7rhG)N7LvUCOgBBxpL!y
zd&js0wQa@Y(bEe*gWKv1M3zkGn|$Xz`5v%J70r8%trD%L3`wthJ%Se*qY#@-=Q=xd
zJVPQn!FjSvMaX(OSgasf?>4gD{qtv?>)l%x0Q)dV;OWK}yIPpd+^?}6&=91bG}?vV
zGTo_`Yb-3YSSi$94&NSEphiVG%~Y9x*7=?yoP%d~JDC<#9{7kvf8dR~l<u9#VFQ&j
zgWLT^3Kcn7IwcKPky|65VkzLJrf&ArU=u<SbfWa_?P(Ix?ieca6uOm&g}e1zvpH4+
zg^S*@vhc1^-z5@{w+AGRYBH5xzR}bgTzfTcW7LI(vuryp19~o(Qvj+Ht39V;DT;mK
z9-z3WZVkpb+#E{x7fQ8ZHSF)dDD47q9pZ2zLAX6tc0z(K37{&ws^Yzg;<@Xg^s$hK
zo4F7!C99(>J0SYn;IdU3>ZsjZC^ViPI~(ESWIEC!zopu;0I;M$Acmr1sDgZ@?tWdA
zBnQVyQ58C^M(O>LU=AwkdQVNCfh9mWaQlAIGDs1n;auBg==fl(C`lO4V7Io$b!`kJ
zw6h+QSy`YKR{~jgdumFup9h$y*qSspv=ynKe{j%Q5T%W~yd>f}n94Yb(b#`D(NH&V
zR-<iTJXmascXbI648h8z`l<x+@g+^6+g|c<Wj%^qN@A-povZm(Uj87bkbFPL<vN`w
zGXs=2c+Q75x@y|<yR~(c&sFX5x7z5Pv&a*+1W!E}2O_k{>|e*7kesxNS&qE-i(`~C
z$x&<<OeXc~oo!{y`a1F=teC&JC8#*3ZCJJZldA+`kz#w0hVlw^=ytrW?i=g?;)dd7
z15mc+u)af2_gY4yoHr9fgtugL;nm*3y&A;Iyz9q4BIl<Hxq_dk$0}wn+d)-m7rRqe
z3nAi^R8*m;=+ra`*AXv$H|HDGKWkk=>8|*Jws#M1T|0s~8f%tnbKGvKy}POItmk}}
zpy6Hln0z<y;!@@>cLc>p>@U+&a9uInz|-tBQoxPZ)KlF0@$!MQBKMP<xI>%Oz<>m;
z7;!j*J~dH#kLzI{?-+wHA*){NZ|z`AA<#kHjWA!(fc?e_F59{F{^<FrUkf%xL<~Bc
z9>@;^rcrBFSP%hocm}+SdGK-k=M%GnwmDQka?yVSi=0Jv;=37eHdByq<ZA!`zaUv0
z>&rBdY(r&w+H*;X6k*T;%Y|nhfS#iXJe*LZl&18qP@e){ac+KbQGT)b4p$V8Q?DjS
zw$#RsFpM}I`li6I^HU(-+pS5VG7cwe()7EV{K$p=gomr?3YCC2Cj*J}0!sK{LS}O{
zPBWErL3Rxa12mv={Q;i;cycV`RrV2zD@4c8fe&W7!kiyeX{sPM_D-tSR^zVLP)3)i
zFT2rnfrn!v!PU=oI5W(2CSSvKvcl;hZex~dZFdF>502SnRssYN9MKv}XRo24UePM3
z6(Gf~#@-wh3qK5H2yTGEeZ~`Jrk(O^Ne^j{$BHyrpb(SZe4D>LjY`Q3z@yo(Hz_64
zLLeW!aT(VNqqA)OfQi`btGR>kk`=7}wKkixd3*h8H+lnV7Uyx=*c6q{SFnUwjGJGt
zqP8TcblA8w+df?hO0|D?cK)WatZmE*M%Nj8i1jYIGq};6g1tEmj_Be9d0%c;ah;s-
zoP(^XhCBK4?k*MK*j}rR4JBW34p!oq7~?6Fp7$@l#EX$U(L3$r0i6!_ob15{pY51a
z5vC7iz~(&k4TPke1`+vfrui%s=NHS#E0tH90H_MSCHDLACx~c@vk@tB5ZhL6I|I7w
z$tW`Dw6$?zp;6<``3#^PN|fun82kKCyt~XZTsxjY{rIYlCH`;~U)GN!^EI?8+qp-)
ziak!~a6&mbk<+TFS<cJrN<sC$sK#qTj3a~3hY1z6)~s<wi3QDUvU(+$i&GR7K^7D)
zFb|+K*NgfrkoEmV!_cL~^?h58_0G5}aOTVltZK!&K>6y{umM9@bNJKZ?uOD*=BfBv
z^j}^MW>$T`C3JLZ?~rk`eE8{AaDGs74S=W+w4!9&xyJqa15|(!5nSLbSBR;h08aU8
z&1M6`n{FjZlBVWTvZVfgXxc^v@M-zN*~3ee19j&vwS=l&Dw=)!Gr5S>?PS+==pL|$
z=uHkxO3+}o_>y>IeJXI<&J)+rRZnvOmZDs9B^df;ehih8(}7Egs>Rwu!>rY}-#_+&
z!c|t+<}nVbnKWEn7$vNFIliNv&klEfy_28d!!oT;JFT!Q9%tMv^}DZy8!x1h_t?Ka
zL@<eZE652i0k5?*x_Yv!W@4!#CL{rUo54Jjo4_r!X!L<h_rz}6x&CX3Qoy#;0PU!T
zOOi4{xafZE$Wh%<l3mQK#YWl7x3XngKyba+*~W~JP*_dU09)_v*|FDZW)Sj?Tv`Y|
zXic-=PM>&Gn`?}%mYL<{=U<KB(VEWE*9HUrKCy6Vz~4r5H5SPrpuun!m`-@+N!dyd
zgdFxyORK|6EwFXh)6H>ZoCTBMlW%h37FEGSA#A(paFYAuMfG420Fb2En@qbUr`#?1
z^o*A*xGsLPxj8TLf!}wTt_r?u_Y<Tjc%(7&^W*31YlCnZT6H^M-|k-Ro@(^l+jS+F
z(@g)e=;%+nVYN1JSw(iq5&MwjT9QG4giJ`NgHPB?@B0edn1C{<eAD-^gSp(Ybp9LU
z!nUo}?m4r5Dk6u}`f=}%V`QVb=T<Pa8m+766z@)8CsSaLk|E5L-NIo#G3Ir&=!2@e
zP3y*z@d=u=7+?z>tBBYbgbx+GA2CquDixC_qBhNGm3gfS0x^;iQ9lGdhvK%Un<XiN
ziGvyg__7~DPbE3882pmR;x}{vO!+eQkrPIOX<EKn4b{AW5Pw!~>ebsJf$l$hGnY5&
z9otXO`5q1IFVC3~o@=je&MlpaGpKsK1<PfWv7Ua`X@1ST_cKGc4;hRdoFJ~P`&>%9
zB5?-?u=yd6mH#8DX@ucAKLa(-{iim6<okad4ujWU@x6J%O<~y(LC;|KS+t*oUN;{n
z!u(U7b4FTTQ%vLGIF`w0Uo-H#7j6n+T2jBmvus^ojzLp)hIEP~23511czpk=9h0f*
z)%apsA{I(fWU#)H`(8r(fW@6oFc$hRiQmWZ_(rrKzwad9e+2-{DG2Maz(P|0^sm1m
z@P8GD)ZgvTE^btAl14P9(51MXYd|1_n<rb?g%>QgffmY<2Uji!riD9A+l1>>Vr1T0
zR~sZ|$@6gE5|VkX&P}@BhoJObA9eWRut9KAtN-HxmKI=xR1)_;RR8OtjK|am@2hJG
z^>^DW{GNmeB?Tg2RB;5amWY#$pCMP@4;n-$Xeq^MG$5rs)nH+Ig}mwnn~U+W?C!i7
z+2L63<9#E9G0Vm3b#KMwO5gM9%bNNZX=uoIt#D__M~V07wHQE6lW8b{3@{-egkI!z
zsHbX@5aIEquV@Ke(;C*Ecu4Nd*H)m-sc5mam!y`4mR{;8Bt(5U<X2W{M7l!tTJqMJ
z__Z%cTTLr3Lp7Oa@b0LMgFj`?468~$HlOe*Jy{;Dn(M*RjPv(#Jdfu~0NYRB<e>)C
z_4vb#nxK!zlG{Oa9($oGw;#u?Kf+7s#;d8wq<Uo>A?j>Mn$-!k5QE3Af9fSOFfoF*
zR?U_2hh|gfv~RVZ9tNP*V4yl}hLg=;fqLA~U*~OxTYqK6eS-C>BHLJ6qop8Lpzyvi
zU-$woll(hjQcY&MXI!zaFgzi4m+B?4N@sZiM5>`$xMinVh8oIHOsMdM2T}&|l&wLE
z>*p8?8k`)#PmCpxr<4x!_*?@w62M8IAWv`fjKye<`rSkW;58(}M~C9JZ^F@h`)Z7P
z^D9Z7rxjgktCGg67TNT{$O*I0*r$1ppDT5Utuuj^O;A-TF<idTK|yEGR(xv*=P936
znBO&$S9i}O1oT0vXMC0tKBLXQr6s8S;}AcpFq-Q}Pb2(Ca0hh&99!?77StmNgI^aL
zO9cPn9|!6C%IZgn``7J;OfBjYs#Nb$m!q?qL&Vj&MJ?VbNlI)>F#bCqy)^N9t{nM+
zIMltY$}pTx5$I+g0Y*XW1k@mdx1QOoK_8JDVY+ZJP|^o8)j|y$S2d+)FUqIN61H;J
z*Q;M@k|z@V*)tC)7W$JQaK8A%f9|hV{40g$FaJ2(YZ=gHBGd&z_gC4{D_DAu&t8Te
zszvhn_;B`P?_UrU6VSz#e6Kn-(O7M%5lc9fe<P-opjDrIp(rFap(>;e<`Dw#!tyi3
zF`Y!{#NvHH>8FoNZ$$fhdo>?J2-FvzbH9K1*%Hj7js939sK+<-j`+1uX!hL_k(^ub
zJ=rer9;;U5_i}?1_WEq8o&q3-rTafGiRVyK-xjJcHOk5{b3Ul<7eDBZW|5Z99}9y`
ztB<4{+g6)H^7T+&NAoTo4@cP|XEV3)HX@dQjq{#(XK68?xtw}P!qS~v2#u_Hcqw%O
zpa&@GmyhSfZU1PXzbpQ8V!xGuUg8{gZrKfeH8xfpA)jV<o~{AvOp%(YTz-8SHW>X%
zD~yjbgO%FL*<1W_L%@1boBEA#@OYGX`I0QAPFs~2Ws1d8Q?}sDNoXgDawKCr;;qiN
z9Kl|pU(YRtn<=`hv1t<DU%{+t!y7lWBsV5{@ho162|QlHC73BPODJ2qf4eaMc7y)J
zqpsl$sXXda8cyP#yn5L$)D~kOGp3Dl)cn#$o*A|Iys1xDSJ_lM+aSXJg~nWIdi}mB
zS$qPlrPiMRVyP)QBNAdpYzhhUV|qP}BBq}!09r<`gPY(Bp8ra%umR0yO|%^%;4$e;
zAcFV}7cdid*)uK7$M}QPv-;0~^h>el+27W*8**B6s*DT~HpQ1X*9cANVdDe=+i>_D
zTVHub%8L;Br7a?>l9ba%uy)$zQRY}u{JfepG|`U&qPm9E`60L{mdZW$Y8Lum))rx~
z-)%r9!GnUNhg7O?Y1Mg;7g`*+-H&$(L`7(V^^dc{N052@72Z=x*dbq#ZKmXxDGI;!
zNG5ngNf<l9rTl}<D&dql_c3Nj_0&dhf49#{JesMIhFv+nxJbm}y7e+yBPoJ;bm+yi
zt&!-2j006s`?<3^W8wtKaLq>tMN%g`_#6+%i}~RxtUP}VWS;0>{;MJELq5H1?FtE{
z&y;3m-j+ATY<X2=)Z-UIRm;hk4rJnS>!7MBlk!@~GjAg;sXI5-%%wHrLc%+vE8*Cn
z9#zfU^*KbUI{Kk&3`ou1Mkh^3(fdDd0(r9FH*@tqzWm8oWB;440)@#li+7F`=>D8|
z*;Y#KJq6COsZ2p18JU|u;X$0sp3krzNV9G|#|o_1VKVrD#f91ja@<}YEOU}gR>~?0
zFMo4;K^~NnSv&tZeM!g}SL-=T&?6}W6du|bSkQmN#8XILf|2q3k64aE2Ch(sW%|5F
zCRvi;cl{$1N5W+0WOCqI*Kf;=YyXfl5{~m+Qo=S5?y}u+LSI-Xs#lk4J_|ufD)q86
z7w4-ay`WRK1G>j$wVul&<z2M|)24v(+AIN6+vG)<LJ+KlR+(CS1j8f8^olx`=&|g0
zcjfyD{jcKSPh_KOp&wZY|C?@rq-N6J=n<<dMsaPDR3qlUQ|@Z0guJV3MzF4@^4z_M
zzmb6VZPIWFh_Zhat<ztCk$6**Wx&;t(>1A9xYrm<IArd-6{kHHrnQ4#mi=cOD^GuF
zm$M45gZjpDlfGyjLOJ?h9YB}0pJT&Q5t{SMW8?3tPzB3~gNy6F$;pnQQMtT&H!EhN
zgl0xs36cY_H%%UI?-~On_NOach+I(R9E}S+9q@rHfy8QL^bRO^I{_AOJDN&aw$eaq
z3fr8zW~aZW#@djqAhKv`*@ikV(&h#)#bNI(1o$J3Qq3!W1oOIzOMp|mdBoAV$A$Ub
z=^D4UyE0_K1_o+RUFbSbB0}rK5}yV2U*F_rD*0tflC5Vgd^%Q2+X8y-Z4W356wDj$
zLI!5fa(Z;4J{wme4FRS3g5wE4&BXCxhI!-pwIG0@VpQ3eGR<+OO0{Pyb}BiKCj(*N
z<nQj!^+jN<@jj*2=F;=YttG+0aX#Gb4FJ3!K|y8{4sbc3s$}<PZ$?KL{5BD*)Y!L9
z!`kLp0pM@DOy2U~e6e<9Zvrqncy3^UaS=gJXi>*_gx}rfd6Q?G+6PEOrd6t^Zs<v~
zwRTmNrUAj6`3oF&YMgqfiy%UW0S%4bIuYDIn`{-!=;AuNDYIN_m+c0c^p~;7&^xrW
zn1dPR<!&`UX8ljO6{XYPb`qz!RQ7`l!=G`q2V*uj)T}PQ29=v!!S;X?<r;ob73gr=
z$wkRLb_&l5|2!M2IxCx$&S*6?q9dleq{h}z5`@jX_pPU(z?j)|ng>Jz?O3ha1CRxN
zxq=}Q#|7&3HJLNBVBMH95g6pN&7momDAs0n!A=_y|I?ygFuh=~g)?>K>F}x=Di`1B
zGGEc=P+L2_pR&vri_MPQ$2Cv~s6l>UTR!ecE>TL_x4??AFNoYAz%e4w9FC3Vm?GLy
zVrELH!QpG|cw|z}jy#hz%?a_?HG>GH+S?f?Pk^yZ`fizbTrj4a;Fl|kUOYghp`xi|
zyEE<uwD^Xu#62c>C(QQza_j1NlRs%VmvY<*CR7&r2G$7F*zO$Kp!Ngo=1q;i@;99I
zr{r?-?cb@(-GWoAA%G3r=v6yf7Cq^nke8L;H(h8L3vH?=OLCn(()Q^d55}b%WbErx
zv26g*70|ZIQ!$%4=R<7d2i@J+9Sk<uc*|}7epJgWk$C10vHqbe6Kww{y7IHG%F|(t
z6g%abY3i=cE8)>3oGpQ6$lj*d?kSm0f6=Pobg4;l>OUG_XWMz0ySoLBLXyJ<1T-6W
z8Ya&>Gt6m~YQ`D+jEj?7$E8cU-IC<=7-h5GK53_Je;sCwUEHp<)wp#8V_Gg<t>~84
z#JqYLeOi6^^N2_Qo{FlIl5&RKZoWGwIr(aQ1`i+|myQJ8)MaBe8pl6#CF@|Eo-&jr
z-yH02+_Tl1IRL#WH<y)*V7Bv5kaS16b@qz|7PI_JcSWG+Yz{EQ62CXhH3y^{R$Xm5
zi7xAtEpK;(K|s^F`c}}bXciKKT2MI42Z|WLI6LIyO0e%f>`$7mG*eSlW?jsuY`g;~
z#^HZajPeC_by{1)HkMhnwtER|=KOMULATw4QH<?%Q+6;~dU|X*&Mw63a=jEMkx{(&
z`1z}(SvdqbQ@Em9-iJn7H-i3-6<V0gtmqA*E!TnkrPOr=)2sE;a2Z~Hy0Vt9)$-Mg
z9MrizTXV#BPB!i+DoyWWMLsz8ObNL|G-gIJ<ra5I?NmoJGC6VHs3lIuN4@J45gRXI
z{wC4u#$Pd6N)1rY4|@m6xwDWe9qy2qc(K#@V-L3Wgkj3pThl<Z7T&da5_EdsD`|dv
zrk!obemf`$C?OQC0{}|v)_xmWZmi<&8tq|mSmyELjegS!^GQ1W{$sLa=aOtvi&Lq)
zeaMYJAf~Aa7!{0S{hI_3fKXs|%~ELn+rzCf`;nHsirz?0QF{QaH3{@Q{G|>l+mozE
zLka4sdy<d(!%xG3aB_zbA}co$jAu8x5+cFo;A{xUK>YpRz~avDyo^b{zRVbzE++?|
za!um|9HEP>#jXys3gE&}j1nRHNey=M!cSBeyBrREH8XNll&QqSO?yHBCFKR+*X!Op
zjVK`}g0Jck_pT%IBK$V96xI(GH1=vmTppWu-1dgYubZ!}Jb?`ZKha~0R+ri#09}fz
zVn_B)m=I|A0QA&+rK#P@%w&PSKH+rPM!^LSm&!Q|au9}kb7rPZqJ481NLEd))@)9G
zK@Nuva&-S#Bp8y4H#ppSVn<V{&3tvY-BUpU=tnuZ3Q)Q6#XZ9S#HM?yiiz`)3-j=0
zwZ7aYX~d0k+B9avI8&akFq$ZqQxkTR+kR4#{h%C%)iY#ZAlafqDN;tw6ig~7VMgvt
zu1ycqi=kcM26@1`WJL-$o;PShR~Z#(4<ti7U3?%;m%yF5ESAP&5WF%+@Ngrp+`CoW
z)&A=5BGyv;P-+_CCUjykVrNQZSq};h(W-~N@x5z-^OfW_n80rB5O3_ve+Yw_>`J9h
zrHX)S^((sE#4f!eWBw>HDlnizKiL7k@=>E=nMQ)CytMBa;Llewj9@dHV4nNHar~Xo
zack|$7CL8k$J`n8C}Jp9Iqs7QAxI~?znj0mlj{z00Z6+7d2@Pkt7Xp;Y4~6abzTsj
zn{@Jrn$`XItEL=~tYR#e{b3qSJ`!@@?P6I;!D;jY;iD*V(f>af$GYWg6`&<|neahU
z!p-g98OMdj%SfQ1Vlq>Cv#yeopI@vi2eeThHk{On)8S|_CK?|Uq8Wis)_9fq(PPV@
z1$Tfn!kHSI$>d?ir37gRW+O%RYv@KzcMr(A>1t&=fAmRaidfskv22PV#eLz?6Qxna
zhZ_mLL^IOnWR|Gq#L_fJi(f`1F)K3evWo>DVJ~zzc|uB;#xu6^Lnhu-5PS=sC$dI4
z^jiD)s$Bp50Sj#?7?K`xhhwK*gWK!m>FgH}^V|hr(q!W`kwi!c&<HA>5BxIjnznyX
zHGh8z?36e?BV^mI>w@ep?l4;%xVxK)>tweOXiFgtRd8{f0PWOVjk^evHLjHN0f3y|
zpJP)y_mJ^<yEg)nnE`{T%QmP|?t7_vz_9R}_nmxPeLXh|l$plelr(os9DX3MWQrNU
zS|$LUr!k0VEdqAsKwRze5!rlEo-q6e>rF1aI#M(S4*4r#D!uL<ENB8)UU?GYs&DX~
zX)mBPvl(yPLw)BR?7DF6?l*ovyZ^uoBtEV<R)^s&B3(FL-Gq|HqcHzB`~bV4A6TQe
zjR|O-Os<9{C+?2=9|~_+EkG`hp<$qegOcNBGpl<_L!pVgGrpC(v%qr|Eztc_<Tw1@
z_XE&N%abfqisk}=zwUdYcc&{3#wIx9S$4|&so4<a$KKoRd^xUep{@DuTxEufWkeh&
z)@Oea!MyOq)F!cA*lZ47cM@Go#IbKrYGai{iId7axM<GbFvJw!XsOuPm@aU(k&w)F
zBw3$M(s|S?<fRm$LlYRkgC;0>7q0RNw)yK%_fIm)o!mm82G3|tGvhZ3Od)cobKj#}
zcr$}fT}f&omsiSdusf9!j;==a0&}kf%OXl;Dz`5O+Q@Z{X)xNnwpS*+lYe1FvmOz=
zi6Zk@9z03fl~~$>P)>c1?@J7nL}Z>ouN8u>A(r$09hZSU_I}e<*^da@pHYlwm;E!R
zZQh2aWF^u#UNR76xFxtbpBSk$-&ZQEe-YpxxFiOmYyz-BLcnbk3~xPobalDhi7Y>x
z4J~RQT_rc25~a);YmPJOFvebBWkPQ{6=t4#Z33iuB;=e&p{>K+OyWgawgm~r`0AXE
zdk9>pUGMj9ymx4lU%rXFHb6UcO*tiaXCkFjY}JMQ2dY>12Efs$@jn;=`4-Ch55Muw
z!-&!TA0Tm&qZwz>2w&$7hk}GG=VHE)#iiGao<-fvpfs~28XZw@J2&=qED~mtH52J;
zcXHCsDRl)5yRBs>FYmq%qGv@rv7?u30&E+T1hajg>#5)jbR*^~YIzLc=Dr*nb}42P
zoDK7Y>dPDUWSa1!u_9b^WS@xk^egl7u1n}C8MgLeu0fFh*e4aM?^)kk$73czdi7@u
z--18A{0FRg#CXHd1S6C7^9SymLa2TY9Cl)1K@nA0{;`Tt5=oTbARu|t<S4^^mZ?ca
zFXb^o!h_xtQ@p%l7uhb@>yvSx*$Fmf+`NPr&CV*9*@o2WbHu3|J0|(i=tAC()EMWM
zAwiGQj%GN*W*j7c`^Uu?Q2fcJeoGw9i+>T-Dg~jePS_X)+w5X2e+Xt>U!+#_+z^Uk
z={jXVAz~3yK{&!^PjZ~~pNIRy_nbDm`=~!|(_qMW<XgV4nH%c<xf7b5-bSsXIKQ
zu(o2s$M$dhE{06O76!ppR#ct(dqRJ}-Sd*6|H2U=Yrg%<I)5bMC2#H;wH6N}k)!2|
zMAMSKSW|u1!}|jpgr;OjNy2DS_k%>oJ-f*^Z#PGRBdgP9SFL`F@6`t1@@9s19}IH>
zn(u7YYuB?HI$5g-oLY<HK96a7D!LLeue}|rsJFp2yUYF=iyw(DB)`aJjLMQ*)mJTg
ze`Pg&B#HimdH8Rq^tum6Qxx_Ov$;Y~*sGem!pqS%D>&y{ZLcS#P9jiI=N~u9Oew#j
z=*PQ6?p6kK562e;ucW`QEmDFZ57B$eiZ-YdSh=Bml!iEK5>OdPIi$UUa3~(ZI!ww#
zP&3}0meASD1i;WrHpHdS-{-OF`B>A`k6GUG*&j9pfO;lN|8O05BgU7Pn6K8@%b4Pd
zD9fKeGj$w}jO~wt7%6Sk7rcW%$|Te~teEWIQi_Tvl>uwRZ18oYeR;z&G+~hShO?##
zF)LtXvcrm^7}D9kKTOHCs%-r_t8D3I`zt@jb~5EgMqyExKtq-32p%PI1$@e46D393
zKjd^QQSY<9s|ze(d7*Uwi(@~suisgaV80WW6LK>bGxyWWje5CgL;&b|HDT=RAt-Lv
zqwl?dZg!fL?#X_AW+&WstJg<H>^T0jiP(UQMZSSJ$WE+Q77N{T9jD$grTC*Ylu%~%
z_PcI>Na_;%_qdHMQz+Z!RnYdVR$(pt2x)N;`o%})+R=`tv+bC5pJ>ZOV0lm)PvT?G
z7>wjVSj5NG1H%+gbW6-9U)^}pXL4`5`nfkd_C*Q!2H$+Nch4NkzHj7T{~(|Gu{~zD
zcu(zNp<1oQNmHmaP}^@-QASo%HxsI3IjECKx27p@jlcLdklvQQ3<MV~6xlhh74SUT
zRz#KTcbCZdmm)=h{gGJfvym-hdWoAH{McH3+urwO;zeWr)P9(+``#&RNhG+wc!SWb
z76$Q%H%T)*XZd4afHUUCa9emheirCI<d9<F+CTX?%~&FnqgKB_lh|<`zT1}Y&1~y-
zJy7(>*+$RwhiMABWlMT*Q>!tJ?l{%aPp1xkam^$2mxymiY)z6x<hz+uwuBI*_<7d5
zg%!{VdJZT6^7KQTik07UX~(=apAJQ|b4e!RR0w3maAG+J+j&HhbbdBh?4-|wMubkv
z;uD%Nb-PTTpSYeaz57WRVQOn#@?YA>%9ABk_uln!?W#ZjL>_>w|JzFWV|sLe>H59K
zy*VWloYyAnpFxGA7Cjt6GDjj!j*;ZZ-{T}^(rt>oC2UIi0c9JMN3>>)jH}N&9J_pc
zXfhs;D^^zO))f>fVRau$__8otoK!=$MDEoOm|<upGR!E5dHw})?-a}UZFMgFk)D5u
zSlv=NyBt1ZL^WD`TP23hl_lEQ5fjh)eU=&4(}ntR_<YRZtpO~T0I=pCi%)@Q2?p55
z-&O|7K#;pQ_jk>oNc2K$KbK_FFr+t@?>gM&@ieP9V=J*?=}su7vf)NPH((tIY8;G`
z*rn=`6%b=2*VmTE!?lHtnbxz5MO%fCOMK#UTrtf5cplp;yBn40i7XxV-t&}iMlWd0
zo7xYXeaSX3QH0fDT{KKV2EWAXdoMBtEouvY+&a(4U=CnygR+0yEdSM@F&ODli%pzQ
zy^r`$grksyPO=r=%{FRqCUO+7)7IchoOk4g1KO^koGCz34$lUVpXvlitF_yuVN<8i
z*NRU344BRIF4Om?s`EdsRG&zI;rNBt78b=e_2xHiUq@XSlg}^83tID=K_8d+T0Pvk
zkBk@FJBs3IhSq7R<2B>D<V0rPAKBs{xbX=d;m`_9=&pglg1O;ft)7V0W@O~b@Bhfs
z)k0{n^f3P!QBQZtW4tz|X=F3RPRJFEW_Uw8JuQbRrA=^U8m^G=l)>00SvA%r#5(Eu
zz4gv2_Q&ezwXz!A=91gXgB!o8_zHPTMbMus3>cK{Qsf(ONJ0<#UK`8%;B`#QhB{<x
zaZRhK<7d^Pwt5D0Fj{#+gyRyh)5u@`dA$eAQ+<<fm&6nOHyi$~E#g_4qXRARPwBjh
zPef&^Qy@Z;-Ecxz9vNY=Vc%fF30HM%P@@>9%5dY89BefXocKuBNfPkH&xJ@xNm!Ki
zt9lt)DPHq_ShhiZKRN#S^{!_a+h8O;LeLwro%<|~fjQMzoU07S{#H^xBuBQT(p=YA
zf*s|<7}B}g&2jVN;#%r473>v@*~oZ@Pue-4rR4;8<)cY~$*_Ng;(run@O6S1>{D2;
z%9h45#U=A|mwUmKmfJ?+6Vj16Ma{PZ;8bKAcV6_3QAk&ku5ZR~lgZUH;=9Dt1T8-b
zG1ZNgFBFGV1m_t?Ct=76GYHf?mo?<$=?55W=2-%xXskN&{8;(A{DS#yK_qF4rDgtj
zhIQ}NtfX=gUsn9;29YSyal!qh3grBg6rQ?a|LBiB7H9w7hWyhWa)VCO=ZRldyzaWB
zVAJ~YAPPPJ1buBkzvV@uq;tA7I)A~VC&_=+C+DaTt*e07XKZzqZ=G3)M-v{VmuxRD
z#ZQKLK`=3TAv14LF1Jdk)-k&)U4Kwab5P74<Ohf4CB_JKWF?WzGNx!c8UEa=F*{f*
z1+FQl?|@954s~0;h}w#QP=<D#sv-{NPi6G)cK$no7b5W3lUVe+#tBVw9~_9RmZkZ0
zK%)@Hk1KRTIJ2JT7>CyWj#N52Ks8?Zbc05r;jlg}YQTVFk{B#0&8f}iq}Ay{gNU<J
z$BVb9=9%8+!`;Q7LE~@VNLjj)ZoosKG1+*mXk7djeHf!beJ1)kUMvNJoKb`3Sa~PG
zCfU-_5MDUob3IF9Q}@SK`S@gP>ELXkroLcV1KbH-!k{h@8jbl^e_X;ojq~MGpy1B@
z8<S~AH~yJC9uqhZf~Qz|dr&PHX2QZENWOP9U#iE_pq#4orAfU}q-gkUV%|JMz_v`X
z2n!h<94k5^RAR!r2uFbtCwdh~X)g~o8^js<cel4^$Q~V@pF@SW5r}5gTDrIkyt~at
z%5by}#bszuQe!1%4o!XzVL~XWMPVzaA9DQ2?3oh%ED1Y~xd6T75pVxEOt*hYg!8EQ
zxR}>auGABy52L`G)ZX1B*hseG6}z`3B~0I&X-sq;r$+c3m4f%MSkKkH2FPffucBap
zk)!Dv(~BmL&w#w25_9lw^(YHP;=}l$Ka=^?)iLD>ha3Sr77T#u{r<>!E59xMPcq&v
z3SHw$d$k@E$%cyopLr4DdwmymsnUXUtqGs97%mo<^}fd1Um6Qqa#742a>7rvNwesy
zB;EV7PJl00s4!JwJlhujhrk#7FM+R^yi%DS9C8qz-DwfChOD`TM~GL7{c-&bo_&z7
z06Z<rMIwqf{JxrEY$KrW((M`NI$Es-Fs++&-`#`#Vtg_O8(Tr$wN2DYV=)*KMq$JK
z8IXzprjBB};5<8h2|D$ep-HyB?p!v*WwkS61N4h-4L8U3>`VZ?3CJ*sjI)TE-AOq5
zV80ipTOPE8^x~&KYAFGc;8_q#2!L{3fc`;8Ajaig02%x3K+4&kN}cgU1J~SLU0L^x
zh5`hv9u@ALKl<`<a>En7<yZWzOd}Vif|*!WA;1}jVAB1%KL)7xM=29rXOR%1CxCJ1
zOpb{{`f`hlaal7j)?!>_TxW75s{k$Pb3)}`iziW(%+6|Sdw@_ijqh63b*f5LK2P#%
zh=3d>d6K~%N|toLlk3E<k0GdF;h@m2?soI{5j|O#g|)f{5>R}(ZCaKw;N&+wA~57h
zq4Zg(uU@Q5=eCsvrQtbe;@YMISw3*o*U<*gMrPjUV<b5{iaau9sNhXqW!@L?t~UzG
z8>;}?Fh~;%Cu0l2(oXWkXtqEQj&<uG=dtX;bQTA)>1??Nb;-Xp$NTHuNeuch$Vul#
zfW+?8=ApVE-kAAT&W@hz;nZSNeZ2xpq)Wh`T%u_e9rxXG3m6dtNF16OF%aOJ`aL}p
z@`}-OH8x8GKGvg^8Zr@+m3N|qth>LGgWhAaS6={Bh3T~FR>>Rar=c#fxck$WYip?4
zhJko?j5iejt4R3ZuSoa|4)4p?r27oMoAIE+VzpX%koDoWphgP#r}0a5_%JmZ_QD&j
znT-Ob{mD}O``ZC7C20wef~u?XgR9RkE#q#WK?Gjg$x*u~sqq3d$oekTCcuc8MA8@M
z=?eV{!;`U-z0rviQeb3?3A}xKYp<q>Cx`JgI&!HAD7E*mdID@7f^ivEn@>7=v~2!=
z5??O$2CbHrko&saPmQkB$%w;#$0~So!yjMr4qTDlr6TnhoWyhsB+3D>k43?p6^4ke
zEV_!EghgV`9S<|$D~)1JVlIUuQF79}Y?te2E+*72<u(&8bheMTzguZ^1-sw9gO*AB
z5N)+nN11b4c3MnK(N7Of@yF`NZAK~0r<br=isgK5wJvP!@w@LfIwZMF@1&PP3N%0U
z9<ep?ZqPOg55}R*Z+7wclcDMqe3&Tvdn-@xJRF!{jOmT=0LiJ^i$(pOM#Xx^6JU^$
z=3z+Vp!zPHCJFaoR6%~9AiYaJFdk@P99=3nr2=g#L&Jw7V6#`WAEwLmj+<U;JZwp3
zBVnG&N8Z<_^;CxSK+;rnJ>;HBq{Eg$0vBM;FXH|N;MyAR=1_VR3LmB_9_$a@^8j{s
z6xHcE4?Ehm#<msclLnX#F4bqNIgJN3y6$of4BU@b1+(0KD&FWt(7Z(j1gH2xhKl0%
z79#_iS<oMVDH(pRE934e_KVxyYmK$FwqW4qrjbRgNU$1phR#Rp4%q7puh;hAJ)NqK
z`-eF;mxH<p-%X&`>5%_L=es!}1?7yYo8}4wro6~eeF(+VL^#kv?ld}<RMXGTH!jFG
zF7h6Uz;){7Cd{9#VcT;~5+bfLo2xgS*>A5ZRT$`h(%9zb+!husjbxooRW<ti0`n2a
z3SLhdtRIvBv2A$ksX?QpJpX?a+Xmtwfao*4+U!>gnu6Y&v-;s%V{3X)@}?z3vE8Rz
zG)*B=gtroOzZn`5D=sdX`GV3cI}xT@UCO9DTz2tNW2v>ZHf;DHeHYFGmFBEp&Bz};
zTx>aEK(=C-UL>lK5lSwBiKtlB5O9^O7qZ(d6+%)U6@s>VVdiAJz97)*@)hTiP%6tq
zq+5KNJ}hJnH%U3ZG<t{L1Lv=wh(_i?VtGY@wdBeD`TFc?{6E#cxSWNc**6H+tUaIt
zd6>QF3PNx|ZN<TV>Udorb-YHlSH}n-MuR~GkvOw9TtMb{4-7TIA{u>VD>FLNBiz2W
z=_bPiDEvp5^@CC%1PAmuU%X(pc$Wn<oPB)-La<b;Rugi9@gHgN`}@0NYIMT%Dt+fV
zqchSGMluPEXm$Gi%naYntBnoD@@Qbp7|<DmKph{fVh<?Jo~GUj+AHJlPd)?F&)KQ?
z=0Lk8!OVd^Y_W7VVq`(%*LOKh&3n|C2U?ic3tG-Bm8$cZ%DslG@h!Qr+xk7-o{5L6
zWOU!nX1MmVg9kY?|B*%xdNc-RvuTTyBFVAwV;||Uv5Kl&*BaBAEWwKs2J|zjEY2s_
zt4^=3UO|{}^YNWeJ~|prVgCi>?Yo--K>fOy!CwHxsKNS+dR~yi-R6wX`L?n`mUu#Q
zf~ymcl;-^|OAl@Jrlfft#Gs`e7tpHGDuK`EZ`2{n-Hk55l<|*eb8hxqc{Xyuyxi?b
ziWot9)x5g%TF5~HgIycI)=Lsg1KV%~^Z@7@mKWh9#wW+i3iq4ku=%q)*&;514rK?H
zrB}hP{irxD&?VccH^L*oV}~)2P|^7(Y~1(LlP3&>XYW3*B;HabOgXMS@mjh&RQD>0
zzQc<k|MonV=>0sVmU?S=nO%)Gb&~FT!`R99U=s#rD^FH^Ogt-3OKKCpL^yO~O@*w4
zGFc~r9!4>B3#*dB=rAkKT`D=2o>xXmy2oDRS!Ve&OvmMvOX)8xVx^hPJ=LP5$3I!V
zzxdV90f$Ca@NfW(m_Szg^>+%3cMRrg4#{N5Bw1ZnC*bbwgrlQO8}8c$DJg8b+H(@=
zuH*Cc-=iL3A6Pvkxh&k3$Oqtu16?D7lLU<<W<BfcXN61kZ-C?v%UcO>@pmK`uNZ)-
zO3FccSl*|3%7PN=*e8y>_U#i#{^_`y2VLz;gG$xgGZ7Y=E*<*MD{~~~4NoV+X1BjH
zn06K>c$!4-P;NO)(^qL)tKoK%F=ZuhGE?Jp(BNS@Q~5Yn0`#0EShQtXqh27Fidq7K
z?UF`_0U(YJl3&u%#~;;u7UkfGddy(U9BGw&{I<Efvs7johiwl7@BAHFBkv@{I6y^g
z{qm4@%m^f`sy(e4(%PAWcP@kj(}t9VjfHC3P0>$s?LO!;E`j3}+Yd7ed~DM?wj)$Q
zlyxbrAE04>4DNGIJmHbg%-^jGN?^s4A{6=35>t&awu;aJiIB17yy4XItr}0%2N#q^
zXn5SF2C|#^R)(c2{rc`zB0KpGFGqDf@7Edi--6tIiwP*7V)5rkU?lz>54YkI!Y5bD
zD{P@>YeryF@gtbhOXqnB{}Q&OBga}fnNe0?VtG~^`|iT`{jO5~Z6XDMM|tOP?`zSC
zny;Cs#LTS11h7(x(Guc3Vz=Jfa`fn7;c!y9b&B9HT?Gw(GNi8`r&}e?2_{aJ@kQm>
zH&W#*mS?s7ZvnM|5KWf!t`or<-5qgE)duvpyCw$Gw_yQiPn9{+$PaytPQpjp_CI8m
zzF{RxKTZCQ3qIis0@(baMZXBmW89*VuzYI`Wo^E=nrLlsMW&~z^iQX{<KmhjUsBwB
z>X!BMLb|QFEPe`%IP0(P2eGus8D0DDB2YUNxITi~`ZMr#Bi?u=?@vd+QyMRn=UH4o
zZ^DxDWq{$)nF7wl;n~>GMKX;_4qs)PaBgQ#-y0n&S$PAHjcK;$j%F{K9b%=Z+Ltfj
zq+LP}nghS`=+WdVe~Pr<DcC89P5MZcZr6WMv@Z_`gZ&>{di>zuL9`YUGOT2x&~{$=
zjT-5XHBo8Dtq6Dl8_eyjOP?-K7Gc5l4}(^v_Mp_TJv>ved^o)nxyrB*_Z-zwdJ$nr
zd6zV9!1H|B`gxR-?8M*zdb*Nk^3fajk*X~aYXC*}uMAqmdUg)Q8izPt1=1I`$z07%
z(%H>=tfq0+6a1Wx=u@k4z4C=^gXFz(qU<}wQ|;~Inu~_MDVMjA5iyX^&h62B<-KAa
zur_PQx3<p{r;|GQ=df(wAzddpzWHcRd?Ch{o)?IZ#PPrWCz&UOxi1e^_M#Mm=af+I
z4xv?cEQ3Bd<yxVorg1~-R*b-BUaSa(&X`s&1Z=(n2$HK|WmrdaCRN9~p5ax{S(x`k
zOk2GA+uwn+TGHX^LJvD22}5EpX7!?xDH;++7;-Zg{Syjanb7VpbR~dbS}}Zs{hAj`
zyAy?K00Khu4Nxsqc8LZ+ISGxagTRrD(EDH38?kwzt6ywuwL%;(zV(D9q|Sc}Ns*EU
z6Pp<icZ!?A850M#s6z`<TfO|ud>!9w=R4nt@MnW{oXG#jAs+I&9KK*iVtt!@`c3A`
zYq~LwL{Yj3Tgpmev)!VHgNC0?g};OIgH420HmtmxCqK+*cgZ+{buug0n(IVzu6l8b
z(gzTv&tkOt{$FEf84y+5uI<Mb5Tv_%U;ya`rH8JeL%LDAMU?LD5EzE;ZbiCA8l*%z
z1O(~&7Rd9yk9)s+@9)R_nIAK=*4*ok>%7k6v^233vm0@vM_mu2GeA~&!}c0z$c6GJ
zbl-)ny60G`o&`b}PWRd$V7f4a9HUUa4(pmIm#$e;o1kb`XtWt;#dkvs1?iRvXojsq
z7%CPA(~4fZWAXDksFZ7k%o7+sYz;OV{t<d4>hWTo#nSe9-hmaiOGH0A(W7^1(YTIx
zihDe8+;jxEZ_246PgWkkfAr595Kw`C|92_tdM6<Aq)FmEoxHKJ?Fwz2JZpZ@XzlmB
z7|N0^mE#0HIl}2-=R>b)ftIBZulK1JOYZF2-9Mh>V#+#;GM4O{^yZ3}8W@qp2r7VP
zB-4l(nG8&*Y8F>j!L*fI(k^mx@w%b{Xcg79_g1WuB9VNZJY==pJ01Ck1xn_qRnF^-
zWqj3(4TDrN&5&mEt1wMWJf)t$e;%i=MJhP}qBH0$I9Yjt5ZvF+1J{ZNFX-xYw|yCN
z(@LHyb4PpFY?OO+*JtL)^QJ&_bDeZmtwPsDS)JRrQcd37UTIADV|K)o_0NOSO9h<!
zQ&&ZAEgn-buRd=n-gvF{fv<;uoMC${G4_plLbq+C&iB;6Trzcbi#($=g2DN$hr*%_
z+U41XD9i6??%##~ux`i3wSr@3mW3m6hQ%UyJYLCYS7@zbuK%J%KukZwfy2lWyFZwm
zJKijJpv}6qzoKuDHUDIfB3>zHVz8x5K1A9s<|m7*8yo%Bm(*yQas-Yc!FV9bGK!U0
z)E4&>;N-C0#>~v9>0Fsr`tz%lD~|Mab(Hzzbr+p);xjQ{CK9oKRQ3Mxk7kEHc5*|T
zJr^-35YGG=)4&ohtr|S@M0Cl}X_)raBkkx{H5g$$&}<lj(h9SX(j-TxyL~Sz8965=
z8)HTJaLoN!D;1=m8~9feeQbynw9HiH`x92{%vmStk|nJtAeeEoLH=%RmZF+?=BhCX
zRwD<^a?9Xi+j3ej&0rYLjw{50$4Bq5vjk0MOBsY*4Gx$}5qPatg=t7uHxwAW)XaP0
z#O(BLF7Evc>LDmdsj>x=44+9xvqwMH95Q{a)4JZ4fR|JrMLPYl<oQwpiWWsoBe49w
zNeCj*k*i|cXXoZ59yxO}<vbHI`04mwHkzsf9W*;yMKKZ$>JMm=d)?)$CDu^!lk>4Y
z_YY>Zbt{2sul)0pCJ+B|LDL>=|KU4*ni359iTcSjXg)ewOym(%n~D9=^a<U?BcD8L
zuzT4$qMz?oxpgik?KsdR6{_|FeaA1*egC3!h)s9a(WNnVWVSuaoLu$2d6MMlDcf-6
zQJ%U26Y1N|+tm(eD*vYrce9-I`Y2kirut-)VQCoP)3z(I=Fatpk>RVXbqp}f(b7yt
z!*ms|^krOAk|>SJmUTj6tr(i}T?wL0<7v)tJVfDFoOK1`ekyoaWYQQ3%&mn5fT$>r
z=D;Fq&az*3LZH;IB%a9~BQ3KU#b(T)55M=z?krMTBvY5ma1hJiCeR)-Q%_CXKpK;f
zxhl!o--*Cng%zR%LzO0p-KPs}2bIYZ2a9F29uz(AU&3n<h_v>>mZ)HqH+TbYhB7di
zm$D!T7iY-XA9hWS0rIx;9Y*Iy6j#hy@`9T}IQsj*XRiNr6`*HxzWa;d&pm*H@25p8
za@D}6Iegt7MeEqe(jZ#UUL)Vq^Wk!K;WuxYAT%T?sZ{_GKql|<nD5{_eP8|whq&|t
z{xly&=Lr1DX%W&5)fHKywGpX5R-}F_H|2RXDL<e${H?KyZ!DfEC@GxE1pD#)sK`33
z*EzpGuV|KnPdo!1QXng26oyykR~McTB|RIv8V*TJR|(#?rr0n#gej{r<mAFD>6Bj#
zc+e;qbwtaOU33g2KhaifLrdkyQ$(yJwUx8Oo{Ah~X}Wo<eHe4-tzK%2_}!9?FXsE{
zMjiNDG`xA^dSpC@DM|R+(mvA+vwo6i9j`(05rf2Nq%uo7{Zj{<bN`T3SmZsR>3fK!
zOAGd<9o-|8(-PlPIOJDr+j}|q6%8#dCS1voE2Xglbf3rC$I}cFY;ufQ(}js!i(V+b
zo2IikbD502lPDXJ`Z`_-BHXR{w)SO^xR4`~bwrZk)6RD0fe8LXjVO90{MD`odV~@U
zV#%<uPN(gGCZW18W-lHnY$!|dC(kmwyJY#VWFi^|&M;)V%f}co(xh27stF3(+r~C?
zE9hdr!M3@06QY|+N6`Gv%VnEWKh7-S@Y}u6O&59~(hIT4@Bh?A(C?KF{oOWD7y4K*
z<n?{#(HCH*0!2)Q^tjE=pZIomx-IqdLr4@)LUQVaf|vIW7F?DMBarl&%j2<KYNIKi
zgOHt&<z|=moVHcsHWO7p@)>8HS)QQ9${ddJ?7>NSx<~Rz^H$I-IR_;Q#8W`4NHNiE
zIy;m~qQN3*$p`_^G5FhAE;Q2!l0vzyG$9YR(Eqk(Iqk{Z9w(yW%+wyZ^W3d%ck9cX
zg0*<MUObAH-U^>zJwF}$qv1mq(_MDy%*gRi9+WC8!8TFDDs!y$PFq!~#ujLIYG}B}
z)2KD7MtFip?%`SiyIwo;cqG!B0`je|C=f|hEHR`jMh@w^-2V5-xSqsql~K9O+BneJ
znj>ZR^U5L|(<znlX$#sDA=zy$v3)-bYqEoX5u)BL=7Lf%LR~M)W6NyEzfV#@QZ{j7
z205CjLq%gmwo}k$qLI3ylkc-AQi)|kIl~u~8Ih?|!!#gKOq#ibah;jQdo*rtvQS3L
z#3mzF6)KM6o<+0KPl@b(CFUv(6PUdF6d^j*tSKlUzx%2s;tnWWPRI&=Wr~?LwoRyl
z0RO<Zw6jAiNmdn2iq-9;jE1@M85xNcA<#<Z;`Pc|C;uL~><ymhA!XY)r1j(Lw)~}s
z*UJ;SVH-L|jpOYkJ{A1<Ug9^WOwR?Z9b0f!DybA}jEs>nmpq(Ju|B+qCYi*L_o#^}
zHOcy?>fCTrMo;!jO|(sr3}Jmxbs4yQxT%1)1Caz9iDl03_AZ3x@6y;GvDUI%yy+w?
z7t4kp22|%^;z1nc%#sr6$@x1YaeE;@V_Lb^f5nU(=jRx7iJxNZ;dJ#-<OLC&Ympbz
zWeh5T#du5z_mZKog@Z-s;%aoPN*n9u;cliU7?}p9prDecweo7Tkt%5a)cshcK4bs6
z`EPqBIXQeg;IGHGFw8Uy>|!b)&l}km+9h6~HwTNv*OXU^N9T~v1~KnP+iXNb;J%D0
z>!bdfA~LivBb{G#sAH;dE7=r=amx5IHi!~A$P}C?oJ^U?rvITUR%H0~2b|JQF$C&t
zO?PD?6FQn>EV?8GqMjPDWUo)TE(%{yysU`p-Nrqi*2*+mJ)>J`^61`_VGar+LZfTK
z$XxYYWJcx~@HOufv;vl<zwmC3mm;#RRBiG1{y8lFoUoFte2hcVC3S=~$@~IkSce^w
z%(>p!Bn_hsXQIZO@FywuqrX#7G4HWnfzb0YcbNH)AS-WzrA279QZNaXGLeg&E)C^C
zO%mb=4Pif01qP<6cU#@kY1hpV+==yh98_@yLv{PReRubM4N?BkRyn7as%M#qB9zb8
zjnmVDZ#WgH>%nTaw=*lo#_0QTWME7MlHeiKX7`aeotg3z<SS*Sih)Qm-@WbL#tn(P
z$@SqJjPbd|w_Bs%eK3=|gs6Ww?5;OUbb{zLu_VQbjkskXeVM_?O<E(lC@qzT;}2Ex
zyTdIS3dWF=D09jR{IiK{ndxc$l%$N>qhTtFRDzSr4LCA!!K$%KtGw(FL%0^*w(54N
zfX=l&+rS+ok(Ks_jZVWbrk;p>u0;_hEC;U5m3q`^vf=kkrmxFGmw%m9ic4!~uSv@0
zDx|0ZjL?j){w^1R2Ii^#*ge)b#XRy)<3h#329MO|^c+ty$byCQ%~2lthcsHLgi&do
zgsRCIU2`zsqEp3AlW+c^+I67yc=$5iSYZEFdszW@VY;g;O|~);El#@5I1Rg5aPf!?
zU5@h?P;E$%{!`YHE}5xtn)r^wNmyK*yCm{LDhljWz9fMF)?-zs7L}-OR31N^W~5v~
zfM-7dTi1|D|DvZg7~aFt5xbO<QO`UpN2q7|c}2q9a$|54-nJQ3u=jG2>6lezNp3AJ
zzO7qsMz#vq5c!d0J+7pJs)Vh`)(>kgfi6BGV-q6{DqChPHHn=~|KFz&VEVYJAbw;o
zZK>I9K1zr$o{E-*Nk2Tq=XdX}UnOSIZ?^FT;E5OCDm;`yn`_yp7Z;cL6(6-<v9zqm
z(`~Zw8Vz?7m0ZbF*=)~x?E2xY4y4uE@2~WFofS4X+NuM6^G!RcJg;9OBrFZcZ)`&%
zr9=NCtS0~vVH`%JD5IK|$8(k2K2Twqdev>gQ!<JGeuQ>Kj^PAAj(XMHeB89-xmZE=
zrt-sE1*4qbmvHaO{rCsqiuqquzAatv)65i!%aboDRueWhP5tdE{uyir8mBvrSLbc}
zEd3U+-TtRSXJfBOYr&g&RA;)cFCn4<hd~|v)mF7Y&Gh><!f5H&(b1ORZXwa2%6P}M
zkAi~M*unR=$|p;C`q>7LjNS01`vUOcM?3Qu(PZatHy#^hA<xOTokW^7o)<AA00U@}
zRdl6acSw=-^Rtb16J>w33_xaU+;RI<Q8d!xv{h<*9DY)5v#@J$&;Kdo3E-E%{C?`)
z3`nq8;biXLktBOJ>|Ca>s~`9}59Z&GQD*frl;tjsVz3sTvh<Y*fwGFjz+#!8UKb9F
z)&0Aa%lQNB-`$;Y$F$gb@8?n{>@qYF)oib6GgoX?&~bm|Xu<@+R43nT$O=_6f6#m}
zZQXz7zASI59uT2x$-oQ&>L4ybpy;)YE$$O(UE?VyW>%f<yVdoc2U19RGksr0K~IV2
zf7s4MXi_nIsyKwpna;}V)!VBum>g_s>u@8(K?Gl#0Z>bpxCx+0ntPHL70b<?o~_55
z$O###LLd<m4@HiePERHIowwG9b7q}J2D$v)c7S^{$a{8tC2+I=2%?H;zOI=7B2*;Q
zg!3Yol#??^iRw|BK#S^O)o)0Vipe6;uaECbZ6?c_f!g$FA)<R+URpsToPRyf-}Da9
z(2I>xtkt~!(Z}+H>AKqT*Xuq&0i;XSkrvw<`nFLqAU0a3VG7^~5tn9w6MVye2XKER
z7VAN+XT`;U8unL3AJL~58-=rtM|}s^_^7wLh5^>$WfXAXix+Ngeinp_T_m%LNd+5U
zr!Sw)R&0S{0RCpbfu_z`&U}XJx93m`i}w-66Q%R%fCw1CwWob+gxL<U0qXiyMqTMA
z`@&bo5MB&jyAz9xGm>G&ld~OfCxC(%KpZ^~kY&*s!C&z6E<lS54Rj~_S}jK;j$c6h
z*sI%&I-J3tYg*N~-q?_U)dHNuYOSogVddy-j#L=vl~HzVTVV~L-KOPMWV==vJ>ycf
z@X4m6aZaiH^ph)B=SU)CGw~wt-qmf<ejrO~$T&*bBpuA37sSwT7jxT~ws_ES#cY^F
zE@Ufl3&cp3L$0it>15(S(TZsnTPG!Fk+EvW^u~Tnx>g{aRl~a|>9Tv4b1Qafa+oBn
zbi#3)e2nOA`U4(=ZpHa8O4`Rm8y=T?hO@0kl22Q9J?4)y(0kl2!CFl#CwMFP{y%|7
z%WABEJg=odqs8z7VA@b*IUodIX#RC=eEsXqf2Rz+T3%M4)2??Y1-tFO9N2l~{k7&t
zB|Ox?e&oYcz193H?;~FmO@L#W%4rf>@#Ln==8CjWyzqshIRI@v4N&nE#?KGobP1)C
zyOkNjzrJ0lS0?VTczalEj?W4<xHOy=j5thv?(J=!IRCYy&ER~nHn$$1!V>*T?RNtQ
zxr%?>q4%y&A;7Geh*gJWh>n*7EV2ZB&6oI{Vce<es<Dj$St(ply*JDAfa9uI@<{$@
z-opu?UlK6{T|2#iG0lC^MFM=;>6{xK=8#M&I8XbUFT1nj>K`~LWVHnVp<ZlJ&;W9?
zaKpwNAOr#9(f!Ixn3;KdQp(_F9O)=Qb+w_oR-6JHq<?FBQODBSjz@wlfS#Od7BQ%<
zd-8+$Ale)-FREW2x1=>5q7qN;e|iMRb=myl>gMg>E7V_j9Iis$DT}0pD=Pgw$m)1<
z0zz@8SgywToDq5Q)T^zQ#&)!VMwZqx*>gnJ9voGpth`{c&Ih+w90^=pa!(S~NI%Yr
z#pLUWb!cV<9gR`26vB34W)ta6*wqX}oz2KWQl^ngQpU}FVwwsuBGbf`#?1P(s<;6l
zB9Ouqk`ctO3|*=+J=wNo^RI81it07ach1-FgluNChH+OyL;{H-@m@Zc1-{(p-q_K_
zkAj8I(#Jn0o(1LUo^gp8Pdh`M*jR+G0WE;M1mK1AXOCyIL~P~PQAAS;T!y|^Y`!^>
zf<gy|BoEHKT`tSyQbcSD^a4!)A-3HY0v`E?1SoqE=`fJYBsN+AebMM#9JmHB2r&T<
zkNU;&r9`qW;71zj(&u;mlKE8lSLG8Ap3ToDt(QNrg2e29<-MrAx;#VWEn&UE;Qm|u
zYt1}z)b}>Rzz8Gd<jI{qP3E4{@?0z>lcA0V+$hegBnb_~50Gw3s07n;r0F_#0CzC`
z1X0AftZmz{+@n8#+}tG4^?9Ez7oqdFyywl>yyVi#dj-5&^)N1F_v)_(TQ;|^xMDNs
zun-q6gR|amKGpmH?0`vt=ACZJdP6OIEe`OBf#rJ;p!S>`hDHFqSFiu-EpZgdDSY$m
zhp2~Bk6jn3$N6mQ)gr(cKE9H_99qtGD-ORIy|RfbkAv1mgQyJ4CrMm{8h?#A2{#{p
zI@PbX)jf{MH<RV_G7fJv)>L!Hrq1dj^*$=^nzw=NdhE>TsdmqsIP#*qPjIpd#-)sA
z6@|)1GO~S7mhbxn>)<YBnDSwQOeVLJ(blq3f6m`sLh=nVgsX<p5??95!}+ozR=ov2
zmoUH-vLLo3Y%)4wJyg|QdzgcgrvgfdCX_0tUKea;^7ulL;n8lGoSLUaB<ok1x4j;W
zT?%i{Pq$}yY4p{4_$~-M${a<Kkd$g;hLfKV@A7io$qjQK+&HBuCataeo~6fM73vWY
z{Yai7(v-AK<h)2qYTJ4o&B#!XvhkAs|AUBAl6G3hD_mt1FdF6F3E=9tpQI>$M$1j{
ziEI|4cqH<k$XL>nTvjQ)@~>8~3T_60JTFm{O9L#=koUoSHRz2$l<s6jo%hu*D3Tsf
zJLRrv7*~Q9#H;7y$XKQhj0aXzr&>XR8eOSagmdgz>y-6o>`(@=Ug<2Y?k`5~6h&ur
zp<v_e()bOs`Pu1xfTot#eyN8kVh1t~YIj-W3+_Ww&;6}OzSQLN?#~+Maicmz_BLgr
z?b9b&F{d;;R8vVDW)!er`BR_xDcE&IIGs%EUb=oe!eT{_A55ho?BSH@Oj|N6`-xG1
zivPHh)0ywBC4hbgsO&f8Q#}6r7KvK7N4VsVlp<W9HPi4fym&S#=RX@vdgk~@>n1dc
zrzSYn7+Ww`mr_B>E1hA4HSLA^gcwQfaOL)2??+~(<4h71Q0&UzCpsmRtv~WRd;ynq
zKBP9?^I}#R>QpXz+r3f%&F=<R*fR~%*xQHKlB*RAEN?zkqXCT@1|uoao|i9H5GBV2
zCrOVf?Ji!x>(5PMwy=XCR?pw3O%A`8tE?W@Q8akoJ#$~zrorWebO*nc8a2(+f1oY8
zJ5G-6qO?h)EsHR2_8H-Yx@Je0mi?XEbKFe_t>H7EtMi`{m7aA}^b_OTs<GUlYW8=@
zFl-&(4yR!{@!p=v=X!Cm+d^%}pJ(*1^w%L218j->{-7tcRU$kfgi)4aJ|Ps}koUke
z{<~zTY*OENTVtlwRo^%zoDOyv{UbaU{RLc%5zK2NLeB(vI>rM<K6MIq`tqoJh48p!
zVn<n;<irb<n{=gq@6(8O$tGvPi+QdbV9h5dYrJCS*MqWuFUFK{t0_+Y6>=*Ff^Qgn
z{w`tVRU1o~W)G|#3g#R$rXe~@=*CXA^om}H7m&pN0=Hm0lCJ&xv~zRRYxi9iY>R*L
z&*LnfYuMi~5xG<oonIkG^I#Fq-r{qZo)W7y|1VQrl)mc1*@U$fxJy`(I*r}P@goN6
z57ydZcR<L?hcGrWik_u+;cUu*DXP?*j^`=pm|tMqiZZ1`uAvj4*DKR8rYUSct!FHl
z8N6vLL+g~i=u}qNj8pbBD%rFYR54E;Yvb&7J@cdVGw^XR+80l;6Q9%VY7KTlU^5tX
zxywZ%A>!A)#fieG5T2kfBLx!GWjgQ0U@fxEZDFFE1=f_oNn6iekL6M3Q<TFpzw>Y|
z^0pP#MVM06S3V^Aqbl*=I5N1`qRzGzgR<{NTUsEMX}3wdj43Bf&Xh5~=Ic+I9xm&k
z^{u9@T8b>=5x=l_bMYgN&-LZQ&5%Mr2=a0W4fQ>wkYe%2vQ@kW58Oo96wyb{Q>8Wc
zH26`vbzpP+oxeDhzkcvK&5Z0^<Ad|>1o=iw2M6tmAv6fq8%*3=t(Wg{?c{p~%`z|1
zB-vlqga@I#C=how)xzV$Gi{&^!=%xf{NAY=GCRIxfX>b8Owr}5pUsgn3NJ=uoyjY*
zaF0U0t{eTQ7G`JmHxXr1e|7}}-S;0Sp07!Y=i_0s9>l)TL81+dRd#-H;f<0CaS5Ww
zT@9n&66v}^MxoDlaIh}TWF(KOfe6SHtoi?vk%18lCTyD{t@EwK^7N)QV8WaGu`s(l
z7ZPx}tv0TR*ex}DJS&r#Smgo^RAq^+M$if5((VfQL2&>!rnG5sjV9%YWF?IVE8~NY
z@o78s<l)xCy{|lx_z^v6+IlM*BG|pk2k<8?<#wypFN5@YLi}clu&3TW03=@mDks>M
z1YK-DybkyHuy<b)sB8BwLM5WfMSsb^`rQ?MP4PHB0LnIhGkUJ=2e<Yopx)#KBN}~D
zZa=8gkGUTwjq?x-qdVzDV4qxH#5yQM(<MH4AnYu`Vc+Jx43TBA+QC)aU1STrjuFZR
z9$MN7iohi|`yhvEy9Ep!ZmX$ify&;WuZn{4o}ukl!%`(FK8<mxQpLkk-vQNS|1`&7
z6J=#E6<Vq@oitvBKvxvo_jBanj`}j1_*ISQ1brY(!h8UCR0GZG<5z5!Nb<SBh1lqI
zm6r{QK9EG|4)lbl4s0Pog_CM^OkW4R{gNeIt_;+%Fp@-MOkSVFsrK{`M}(EC<wrYc
zeL;H4wNBilmR-kc82;>U!`^Q@n4!VH-}!xq{^7rh#mH0x(*!7x@x}^X^#@_#A+s$f
zFwGQWOP9e^+>^hn=@|#n6oqmy#PCyZmvyu4`Q04{VTB<{mdAeL=CWn`l#ZUf@n$@c
zO)ih;H8?Jh0-Bv=1k|b_z;R=XwdQG#MFtbeDDh^sRY#9vpK*>dCqv_cPHBp9F_L7Z
zb9&?h+zt7y#IjjwyAaMA86%N=M)3~WaC)54VHUX%5OuiiIl>in4mAxYl@f(jI9r1|
z(N+^Frjmi9irJd{f#<8W$}K|seNHIgfFK06(iLxKa;zb?Tym|re^#|XWQggv-2c?a
zntYAI%lvLdmL6rXH3{2Q3_rOHMa<4_iaXVEQAui2qlVy^0@W~vQU3<t66HsL0V&wH
zIKDC%Jq1FNzdkC|VL0P9HX4*&B@|E*nlF{jpi7*jnHAFBF>@c9DvXRomhgCgXX>fh
z3BMMprqVl>NWJX-&m)+FNo_-_8?<gI-|vSk^Fp(66?CjYY%LYlz1fj|{mtL8G1amL
ztEE)1r;vU;N!(}}aQxbjsaF)-{CSYouOOCXcx6p3Q>jow=<NQqC---~AEb-lp|{t2
z+fM&qDMNC6l)w0@>3f<U;O+MZ_b181KZ!qrw|(iZryiUw#-1ExW5tl@s-M;jM&7(i
zsdBAQv*n=4-IgnfAP3F}jWV=qW82DP4rf|Sq1|r__GCu1ia@)^jT#2iD~k!$+f6u@
zgrW)2UuU(Fj3IdzPwd>w#(JsSMV6_5nF|SYI*L5ad{K@g>BF?3n_y80HT5A(JW0at
zTkG+Elrm$~za^&^ttJ!xc$pd1(CFaN9|dHVC~q&yKUp=`&b(WRumT%nL)E+HlaoGj
z2o)Ttq=*J_B->Lu!6@+x(Xp5DDjpQ=E8k5nbB&Abs8Od1kM_4z7U=YSr`&8IT@QCL
z?o^*+O`DIK!Hsq^PRvg%oNpTR$}6ij>PpVAU(&VA(+Y98S_-Ou%r9ujr|f5w(vQEj
zRsf2j*z|o32UR6d+HhjMhGV<jqp<t6CQgIEm8r7e!x`Np?+`Q8V<d96lk;UpEqyF6
z!Y-Le<d^%j;tT2@<MJO*;_vDEA55a&z-JC-O5SDd1tOO8I>b3K6rwqVCOupyo$$cM
zh;jJW(JSsKOPT^HxuR^NVZx!;$P2JKX1F4v9G7iCPI^xKtu$ct6A=Nk6YbM557Os~
zOa_L;mTf8aax|T`H`(VHUbSm*!z5JGV;a)HM~UqERih=nR<ZekDk8Z|2)r8pClpIH
z_goFBr>jyY-hrYmtejwvR7f;^>OPIAbsa~WV%?imcAT~TqFrp7Jple<J$NlhlRv(Z
zG8b~h%`zUN{IRDJSp<(n2R+L1WaTKQRo95@+bTlyRUp#0kUjO`rNJ3KV=|~-kxAW1
z^c_GQ0~_e&_?<*ThJu-#$@le?x4@Zf=1mW11o}#tQCT43(W<<V@+bQU6>6(E2AoxS
z+_SEiaKjn90Y8inYxR_U%-W@~o!t!mDsn>Wd)r}j%k1!;D$}OF@USol2GhU?n!)_f
z5RSz^Upi!WR;2B5Xw&x@W)T&MO&<f?ZsqfhNEd&&n?NTsJvScc%K|jo=(lO<-4Won
zd*cOMXduVG*PA~s6CGpatt*$ntMd=9ACDwuK>TuTcput}X12sg=!8oc%g>4x1TsOs
zhRZhDa%6!eOMnex1$tq{ti5tg_Nx7((=RC?>JJZ9Flhs+o~AkkiBJ_ZMw_@BgF=jv
z4f6R+Nh*y|2s7E##TX3Ol%^cK7?tm@&z{M>Y$tgnZ`ZqC;usf05U{)#r|CSkGA+_$
zz1d*Uw<)t_oKH2D6`3D0W<IfbcgJc$pPNdQvxZ5I^QD==;~QT5f_O{#{R*_(wx;WG
zimnG-%b(VkYwu+ELy<TM)r2C>&a?Omu@WUZ)&*ty2jY-EpwM7PJ4=)0+X2l6rJE#d
z{xqJ`rLEyGzB3-!<_0bNIkJTsl)tMUi$ZLo>aI>PAjg+ro+b`iuI)La;GRGEC6Z}A
zijOEb*Q`cXNVCfmv(f~06jne=sN%XHMSiP$V|8z%dlB(?=pNwZCZlfZ23)KR=^wR4
z->LYk_T8rv=uPLl1}tk}&uS1uZ_#^t!Snu<UH0hTegwjA8e4p?y^()9ynqY3bx+co
zVPqzvk6#Q%`CG;(nnn=x{}ozFL$j5vp*0KZu3%*Pkod5R!&3ZCCOvDKAwil=G?5EO
zh(NBu@}P}KG?j^vT{d8DW&NIYPx|plH8xgXAh2}^l_&q;WD<kV#~DU>2H)4P@_UBK
zodTc5E%ubi<ccPEKUEV*Jq8zG4l7ZmVP-oH>fKBn9ATq5^cPsJ${Xbf7oFnr&aS~&
zQN*vb)VSlvNs84cg`?r@$V`}B@mkE+StZGC<wiaPRE*ye&VRQuBZ>00#R~{ZiTxg@
z!~kI~Wd2dj_NN-~H`NOZ)G?{d=UD!hHQf~{_T6GRhsw#p9cgSz6i_Hn9)Y|UoauZx
zQC1b%5Qjj{iA^bKHo>i+C!IZv9+G6PEQK1Q!_mhXW-tFa;J#|sKy<HT^sun(#$C;n
zieLd5w^Q?VI=X`UtUcKpA(eEXmd2&=uE~`Gu`JK(ttJ~-!1_bqIVfLJd7*|L%HEOt
zaL0hpr#*|VB@1v6?*t{{`K+8Q<-vj$#0`Jt@vPfG4<pC@PeuH<EBWso&afwCo9Q11
znFK&CX1bNJ!U_W;L1|TNbWkkjC-_E$EOMf`FQR#!tW=68G1E0w@dG;LENC_q<r`RK
zjC;93cT5HYK=~MBg7FDS;zov7&v+SS@MNVKm1wbmHrJjG1-0UDD$oFyXMpTW8xpGt
z^}B$FP&e=)<r$8cAUGL+`f=<WY%TOS;{#oyhMTU;`V>HuZS8pMU{Y{sU2<b2wr;MY
zMd3mBEKS1eF>_orSVW3hU-09plgKcBQLfva>Wx;_CIh_xHy-vjqz(%%ne9oM?#(iQ
z0I#OHi5O4C1-Th5nN!;$N3c@F4-LLzUk=eRM3SV3PeoZ0BB{4XG4hl%x%rEtU~!}E
zNmQd*3c*-QzL>N_A7g3Y<ogW;nZQf~n3Oa=1=*T=^GTBgaQRiVMSKb1j;oaJ{7OK{
z)=nByZZouQWlSdvA|A0RqQI1v(M>eNc6R^DmC`8!CXSG}S262cd5<$FL|1j_c25Q1
zFadq#BZLR&@j?6JlzIIO{yvSx6b33XRAAR=r{@TP8bAIljVmoSOh!wC5ryS(1=$WW
zyp&1Qf+kC`-s4SDnIH$+8XP$hOWWpl*?`A;N}j}mDIqSpW1<ZwG=9|FZ6ab_JQMJ^
z>R=b_%fvkJ{J<lVHXyCfX2Y!SH~RrQxq`v=-QBcgK(Ff}JU0%6FjcC3%9S}x!R$(=
z+2PbB*yH^=tLKD&rbS3o(=)w&EKF<bg*=wW-dyuqFqSLe#fQ54+GzC{*&7o#t%Com
zkX+McZ%ViV`x{m$^B&$7Q^^B8Vg<%8Bg(S_QauKdSj921G)+SK7yzt~=R!w4kQFr3
zRBu0jS-_k&9T$(rv%^pKgm_X#^Uc|zU<{%mCv$vnf03-oC3lbUx4TFLA7gx!x&%P5
z0HC;1?Fs;L2gor1!fvgEpJj76NB1*St-h2Es9|!?p6?WFT*)2T=1*1wsv98p2>~Ck
zclh}gF81rLk_t}k^V>`d(&LHGub4D;-EQD^LW^~aXc1jTA$SQFKjsqDOXoZRWM2KI
zLPCB)Q!`Kz2RL$YJ;8jvICa7Tw*B`C-UlgNOnrPC-EZ(xg>Bcq2$d(+JKJ=mykffU
z?FXRp^=3Pt^k;W<)vT`TupB^sL+zZWL34+Dd1!{u7hFsti-+CCXw@71C)K;dvF0Pw
zonn}}@oMU}A=rLwREmBQsuaj$Ib%-FR3+U{`^7VT@B=LEmhbk;tfed?E8w+!C<-0t
z8GTgoK;6<z?YVWxc)N1Sr8*-clq*X=1n#dUX_>s&=5om>kK6Y>Wb#rv*h(@5xzWME
zZSg^1-njkBT6}J*qnU|^Ea_BgU4%a^<+<eugUhzp#(L7V<FCcLKhS604@-eyuJwu{
z;rtuoI^*d$h7(XDMoTqIdpiahX5*j*g;qNN-n_3u{%pMbIs;&30(loGYx_SX+6Byi
z#~lYxTmP;6jp{4$Q4(tme|8M)%)B;EMhdEx%p^){0=TXTR0|8~hrj5Veq=C58pNsV
z>(>FI5|Eyu%l(5`rRfo;bAP16AgPSlQ(?CEUU8(4WuzNCX6dinX8@*Sa^Nl_z(UNH
zK;ttsCp&>oF#iZLUxbqos6iBH02R%g7bVdY2no1Yt)BwOO?<CEG&pURMx#O1Cv3k~
zy$=MwdAC97w>!k7tp~7qGDF`~H(0Y{IIRy0eP#fNS{Or_%?%u*0isWTBwrdGZC^Ou
zGdTHL9B)!<tLxfLL2{6?aR0`^m{2C}i^_Vj{<OD`QFa7hczf+hq0Z?=5MUO`%}8d@
zY`tX6_<%<8b(Bd~81KhKt?S?n4iFg8>S-emkm?S9XrmI$m<_LYkqA4RQwbtjlmE)r
zdAZ-ecWh=L5o2KhV@y$<dG?+oA0CB2XcI&<GYuwnpw~}C_Yd5Y&Gdut5JBv{!We=|
z91>1}?w5qlKqIC?b3Z0zQO;TSY7z${8F*Z|G4n^ek-*WmvSO7r9!DXYQ;y0CBHK|8
zw3ASZb~Zb+E>t%>^=>l`mrPi3t^6n^d#W;<pVNnxXBJqFwdSL_BMmGyUM-f3K%mhI
z;_4hQlZiQYEax8VxJXf<7XLN^a_Wim#}1ypCcrols<KMqx{~Q^fm@?oN8Y{p>U340
zt)W@(G9HjIaJpLwkS7y?`aa<P1J&LffqWC5N&2D)YdInG^@`41wh}4u(uMWZO{ymt
zLV+wuz+*;C$#*n^wZT&A5d>t(L;z$gVZ-*1ZSR@@2s|)WJ%ND?DDJK&!3Pn-e8qW+
zKO2z?uJPOdL56ebxDET5Dpt+_l%<P97X^)YPC)hs#JG|xsL3)ZWwK{yUI5wY6rhf~
zY>(DBZMF>$-%;0fI~Bb;w#b#Y;kGI8-2F5WH$b>=I$x|?>p2x(OQ}0~@QO1?WBSBY
zK^miY&$i6vy`^%o=A9E#3J)KJmfZl!?1sA)4@tvJ{lD|(Is_F;X2-+d;&vDeli>a2
zO1I&AW19;uIhDcmMokbTG+}uZvoVyn+{Ek1tkHD_dO6Suw)5)2@;Av-Y?7oO+IIdy
z(4np2()ONtoCtg&)Fkph(Da}_&aXTxjEnPz@c}Dl>B;&%fO$Bc?UCy(;3@}5dz;=V
zQZT>;XxqMf$A4pG_woj{mwkiUL!b#4CG5-mE-A_qsPTRK)T*zdn%D|tC;*D*pnDt;
zWWv(ASGumWd+AYXm`#pxV+B+)<k($w`bSQOCuQqR7s5hEP0HnB^grEzCbiOTZXFRN
zr`qBjC4hiaf7MbL5+c}2{z6Rj;Sp^X@DJ}Xsv8o}CJYOKXfPE_tHL!~Ue3uNg)qKT
zrd(iRAt#-sf3lRC@+z>am<`1|eZ4y>g(cl#j|S<|Jl3*327$fbXdlIvAczu&aIT7A
zt=vl;k;Eap|I=Dgi8gRPydk%4&rk_=HD;-D@3je*O@(~BT$G(wRT4+q({^km-;?NA
z2WC?<IbpTugPc_Z^DA2c0(64&QB_CCW8%qSvJ-NWU+*@O3nOCp!D3>LTdeoU04XZC
zxDhMJSWmCt1BaJ-s!!eecnWb<4x|`-^bx$WKUxNYYz$~HgO&!<&Yrv{BqR4Y*b))*
zI1J4F?iv9ot!=VbQ`T>o_qj*T*)8@4fazrZsJ0N8X+MC!lz3TDR@gKa6mYSWc6;Cm
zQ8Q`jIM1?>0pSR|r+II#b_U7Dz4f!gbsLW|+y-rcG`Rg%TVwD{nH@id)7r-zYG280
z;Mvd_&XzQz)M~sAMp-|93OGWmtR{M0;`pxHS-x64g+j+dNjcY8yjw(gkujA3SmrwD
z^OS=+$MDH=A2<5YhZh08rN0%rj<u)&tRWc|L@iOGyX!?*M4&m4*O#OU*$48iY|js}
zgT(e?kv?xXEe`v8N{)E`JF=ryTJzhVksYkp!N9LOG|j?+q&IC9J-ZPm1sY5prk_Ad
z3m#Yps*&j3u{_@kL&gw1nxCqj;}VRk7))hbfzRuqM_8G@ZuR~Nnr)~CB4LjPYUN8a
z`nU%GFY=Wq0!7RbNC`SUQeT3<J|LwK<rD|czZ_Yn8Vy35X_8E=A{p88unKYWTVafk
zDn$|jkMInrgR>P|Cc`c^;lYMXa~*7$H7E8F<t{t2Z*U6ru)yX`Z=0m11}IGSj}TRc
z1fMY{5_~gq_E3$;3<)|c1=K8hc||DQH-ALDYFGvWZh-$L!PEOYpy$Vc3X81w*%5<4
z_Rs?i-LnyP1ONy=-E>mp&C!c{Dvm>WEkCaAT)CzNGGDeL3EQJZhVAx5?`0@><P|hr
zCvhfRd`khke%5F5Z8WD=0K=QC_jLrwEiq4J!|vK$h$&N9p6$Sf&Q_Q9A^70z(byHY
z!sDdx4R-P^8+z!|2mqn<i1>=`808?=k$K^LYKlv9$6R2KoqS5a8bA6&74cYf8BZzV
zd-x|6(S8~cNBzygYy=T$w$9`TXdyoVY!0eLgWnGkWmk?adu)p{pR-|=eJrK?!;<{h
zT+yof)@-VMQiNxiZuCx5<5D>PmBY8cuBwLs=eh!1{+co%TL8?whwb`xTg%rX>pWXA
za9e<gG%ck}9y0jfZbF>0@Eo6OsqXC~+Eg7rV5U~rKQmt`LNL^931~o7W{MZP7tvbR
z+I|A2c=M{>+rW>_o4^k=stBS{DI79j*SSBn-kSPzJNiE{_D&~_(5zsTlp<ojqZ&YD
zWdmlqdcj{93s=v@=pXBftu@dIk?xx=gGyGzUx0xSjeiB}eHW8(<`mcelpfig%iQn{
zN*gYP6!Q8Itg2N+B4wZ8b9fT&NyhLAXe$jPLPIj|$3^fi#~@-WHItNOtzP7M?d3<l
zb@!$vz(q1wyB|j3Hn@Jz2BBN$O|ZqA8`3oXCLQk1VIPAyXL7sb>1~(QqcPnBJ&kY6
z>inLr%{DI+>iaAuvrh7XosjRiVljjd_v4pEls`+PHxK}+Ka-w0(ker-VXR6Su8W+s
z#&V$POn6_mSJCrFn6JK89MI+{%Qs=B7|Iyq6wk>z3X)D>N4}ywi+pQ2ge+H0sHE9}
zDkPSfu1-kmmL7qZrRjA+y26}5fsx$c4w={N#KikxPQ8tt%&=`pnNT`+_#yzsY^Vqw
zm%_w+ccWv&4Cl6rbaRyWFVW<S(%{dgK~R-;zB_(or7o;e+HD>^7N1R1PKw?}u~6TG
zq@5(q@Z=9K6!u8CPZNKmit{C61CD-d<85^qiGjFY)`1cIg|>tTGj3#19ufWQNeWMu
zrVtZPYNV(&hsrv1xAnq0bYdSJEU7l+|NB1CL$h^!KerpbDe|8&$4COq7$1g`4o9Ae
zamx-#r83HJ&XVI{a(dmFz5KZ#wrrZ<uhJwfM}-V6rh1%Y&diae`N`gNiW9ZP;%j)m
zaSqt4swfs`%p4upOBo~O#LmuvjUy;GIRZtPI^EA_i~0ZlJ;rpbrFxPDuK`jfwzM&o
z-Kx9FOlWL0l3dE2sQS#TaWE_S;+K9WSV^=F7ges}tYzgFG2DJFuPs&(*1#uenm1hY
z3Y25A5wQgsUrFduIP~jHZOxOz{+F0>!URKtuGrF4jzdnf61n%F)g&i&M7hAFm#p=N
zILj^lUghsV!q4;BHJx8JTw{pjEyOGCsJ#wU3MjMrQ6gC@$4=N%unw_bQDEZz7pXb*
zy!(}u=SUz5-r{R74E)Z28lAV9l@&mfDN#gTzmuJqF+sQ-*P{C;=(F#v2x9>4=4l>n
zopWcwNLz%m9TgU3DkH;3=X3A>zJV~BSlO)j6ziBKjQ7ferEY|JWEBuiKN_lPYi>b2
zT)5`P%2W9i2~KXINV%1}1q0Llk9*xXtA>F9o@&Cc>5rmnHK$Fbo(Oz)NH=Tg`ZfLc
z0r_{Z`|S_ESrh{~>?pNmxlR+m9Z+Np75Q11#X=JW+5@!23ZGL@+8?&3wa^CI8fSoc
zO_yQ&a`Db}kjD|KJ{VuaS(C*G7hg5=lBYH!V?;I718enP#Q*7GxqYU4<PG(3Uhp76
z)N8=7jRR>FkN|rwuZ7s1-RG5R;_g2@pX0rZacw;@XJ?%K7IrHr-2TR!Q;-<pAD`Zt
zV>xQIqQ||I6$M_Wo?=KDC=DRznoqzfj^JXa6Ij>FtQ_D=%6P^!sTrG`XSBeJ5IllS
z&5T_Cq2xEv?tjgWx8Gt>{v<`KpCi{cvHMMzD#3eb4y70mH&<%&U7_yYOlwR?LPY4Y
qEn!b8EvsrDvQH@I?-?Tb>S<+1@|gzvK*;qyfQZYBm5982_x}KjtNC33
literal 0
HcmV?d00001
diff --git a/log/zPythonScripteTest/err_n_plots_multi/IterPlot__MultiSO_Vp__fwi_FWISO_iterate_m_allshots_5_3.png b/log/zPythonScripteTest/err_n_plots_multi/IterPlot__MultiSO_Vp__fwi_FWISO_iterate_m_allshots_5_3.png
new file mode 100644
index 0000000000000000000000000000000000000000..21b9830846532c6e2b13226a15b4d83a0c7495a5
GIT binary patch
literal 33423
zcmaf*by$_p*X~iIL0XV*q(i!;8|h|CH%K>#goJ=}gLHSd(%s$N-M!BP`h9<K-gBKl
zywnZsJ<pn1Yi51!dkFj}D~1G*0}lZKfg~X=tN;P=QVsa?3-%@O$}gtGEC`6NDiXpU
zl$?_elAYY~CN3_A`it}3FzK<e-fF!oN2(pM_$~q4d5+Q>CLkC_O#J$lLN1(dBTB?a
zbU`Fm6j$rcT74fR`ss3u&ym3vYx(63?~e!(f;N+A7UE}SCdAL&`EP}|-HwvEFAn4H
z`t82YygwufrHe6PDjyTCSkBmjsFY0Dh_EO|81CvcYe-0BgWQ2OC&T5vnkq!*IYN0a
zh5rH=s>UlDlG8_Y+8^>wb*ucZ+#za(b!a(jEj)Y~yqER$tA49j><a{jSsCPQ#djrJ
zeHz#udL!%${2&Puv>@<TI5Z?N1jH9{A8!;02!YJN2AWNMqX}~a^_QdA5HHEdRO^jd
zg-wQoKE6a<Hh8?$FmW;^q9!Pw`5+7n0YNnSiRcvs1d1sm3J|sc7Hn8xNWwUX&+jk8
z!$KkOX!6EXk*(1GWf~NI?K^Z0ULB(KPN87b01IZ61QE9#eY%<2gF6m*-M1bnsQ>qS
z{O1@WFLC^489y_t2Cw|AR4FI3=^ubwt17VSHO|=b-e2#>ETy}mer-9lfTvz^SrqU*
z7~DUD`Oi06V`gH=sM`<L_(7*G)ng0SDj@C)m)2A))ZitU=r=7E9b=18?i~{F9FpGx
z|Ia5)sO6^nfy}ACiIzcYI-MYLHy#9~`ZH_THmgrpVu>2ovP)3VO5p;!bO`nT`*3SR
z=1QwVHRu}pZ59x8Z@Zc3R7rQC390Pt^uYxOYMX+JgbMu@nN%ula|+9pkR<=h<ozA#
zEAp5TwD$2z%M)^cM<V3Fpd8kL_dbln^;L|VL{gIxd>Y5Z_dSgR0_*SVh;i?}`TYN%
z^QTgV`bWIF(Eu(C;p!`!1){Q;%@Mo$8E=#X(U@WCTaA9sye7`tTFmv$cLKVLEb24-
zf5QLIS{T&Hg#i`{myWyXBtH1ag@hV^crCCi`_^i!H<kam=N?nozQd3*#clBV*KI8N
z(^?R)=k#0+NKb!BqM<HdXRw3g6;ilV>hSp0mZY~YIQiPA&1WAZ`|D|TMzU&am#+ic
z#=tH2y?9<Bji<YKbJc++^Gx6D_ovxP2RGn11WbbY39$$Hv8H3zh8Sm3WtdKk+3wFK
z<c3P4p-(9tV^5JQRn{?MZ=kjz*(uX%?3i(}qy~%aKNK{P$;I<fJPf%Vc~m=DCr`;p
zWfe|=Qm-r(DZ}7u?Od5#bk4IUo^tX1-O-YH_YXc{C2hs4!G=`VB0l}ih@v@1RQZ->
za>H-u$jx3eFi#05oP7K9cth35t>|vFZ%KvoBC71eCDpg5bo!F}er3A6+A=s`yKiGJ
zrbKP4d9^cSZp))QDF7bfti|a*ZDtn~^Lq~+2&lu;E8r#}@Y#Kr@cAi?U2(i?LSIlx
zGuu?T1xbSQ{BgA<0<Pyp2NsC#-W?Mai3a!c^6<kbg40p)<LB8eLK%>jdY$E241S(L
zzWLN8ubabLZr5&kvDb7|I~eOKb)9j%YxHHqLk9ZGA=hzeHT&2{z5}>Sh^CqCi6`|s
zW8Hp99}HhWX~5Klx4j}d?DqaB;*b*jpr4g+D^7hOL_0K-Ui<#KuGxLs!!*pn$~KT@
zvfS*V({8ZACt$Xc%Kc&kHwgZ$Dnu>D;ncLoVy4_DfZ%3o!sqq&!ttIMq1(}KujUWJ
zu^`7)m#yz|S%qCG&PO9%i&A6}y_?cwJf@@F!Jem0gUNHO&7+02@~b27fQi^$vQDiW
zHylbyxLN{jXZQB2_l;&OFaP$Ke%F0%)Rhv<a5u+K=vv^3u|HYVHcadRjl5W69(%b%
z9%I;ae!5>V)S$o88YIou4&%%MY!P1qwxc4uXtgSX0(3kLLldu7_o7*I*ls3;)9G*a
z_6T(9?U7J1v9OXnCYieA@D>}Krfy$?JgRmEYBu@rQp3#6(YYP>>rSzd=UvZk#PD4{
ziQ=w72|ty|fPhYXyU*WVTLze%M3m4_Qzz0lx}33BY`IGaTh6_a;ixVQjF98!wj9|i
z2+S=k1bd~_9a3V+T5!Ol$uBjN$7<jD7^l`>etB?1mnR9Y--)4Yd33ci(p-D-T=@b5
zPES`UQ;sc(u1^baV&hdoiRS8WP#>1>zG1R)rq#MRA)$s4uwGkx)l~-Gv_wS6UM;zG
z3=`j>jx07+vCp3$Rcgw-e$KLGO$s>zLu_c&ri;t3v$Mkb9khL(7u@Xek(6PRY;zf6
zTZz^@><nRhZ{LcDKzY?}fJYf@X+dRHw_U*tS3KyWkh<^glPc*Yq1E>p3^!QsD=Z@)
zItDZ@#SB>QBb8~nQy*p=8&?R!dmd@$K6%ZiRPeLk(Qr2_4s2{<8kXzo#*uQffV2%C
zVz#{UR|scT8KTGUI}olxv|(VV(xD3bGT**x%caEy(eLlb)3qD&`Qt8K^gA~DA8g06
z4}@9V)l7ka%^EQ@toxoHXJ=(*j?M6MQ9OVZ<>c%XMV4<EiAjLn?3jO7+epWB-lt(P
z<!)T@d^4SVft!HaGw$wnlFe-RiSze>Hw-ssTZ2u9G`D|tPq58+IE>@Yd}zQMdW|fl
zLM6)uPP<73lHK{bg%L6QOv}&xam3j>#M72@)yF>}@6f^xXAt<bcbe0!pLfn{!V_nU
z(ai82aCAiclulx-q`EN6PJ8&yaFJ<(XUE5$<qvn+;F(&RhN*hK=ehXxdtD-9lxaTE
zdQgrGuamdhvgLGEi-cK5|1?wHO2d4VN>tHs?owN4@0N%lidSw^+1JR|sh?s%F059)
zKwFA-!+jNx;S-dCBf&-z<4lfW+e>(sOc%#b6`3bzYq1oVXQLnJHqN&t1AhKSxe6lb
zYEq+~m0sz6^J6DrirRZ#yJ}%LuI->gZcCmNW+0(yKM~)JFQM7FwaoBBdDEjjz1$Y}
zX<g-tg~=i%m{o4=)X>hKSejpiDJW9eoL4|R?_Wu`7!9;cicQj;9<LWI=N#R%-8_h<
zH@G3I3%@>{M<9&*w|@iCM;rMnr&_G38m&`nIaeHJOiP>&EYu7!B*&TYa)v2a?Ykh%
zy)p29WTZRB^BLsxb7^=dDF^RK8SnBiAQ#btftu_-`tC|_nA5IBI>*db!ok6E_H>*j
z1hq}7>0%D+`RCqon2zSE^=BS+^3PR|4T<3PN-mTF>3HN-I_z-+Zf0pHrk4;F^535-
z)7P|4zJz){L&4WOT6(olrwLaAqkH>4mj2p)<Mu)`?{~2Oq04cq_5O_FTDHN&WHR{i
z3T6lFb>5c2>o`MsqGdWgZ%{g(n`5x3-S#=CYd7B|GLNgdecT`=sH0ZAhYgQQA&)(>
zl$rjOY2C<Sy(yVu(_51_2_hKOBdOEXC@9SFx#I!7<kfZ(Wx=LoDkA&zQueg|X9-W$
z%AMr_fy8wudgh?{Ox$jbqD`&Eb8n!A@1aW*%z&@QCTeN9TGQfo4@_LZHc&mnxJ8?b
z2*uHyW#7>g0HG&dKW@7`ny5fP^*HSbG9~o*Anb8#f5l}zRc%R(Dg(X_2I-uAM2|65
z)^vK@@4Xv?OAHD|u&Q54s(f(zQ!oTVbg_ZjKta-1KE@ocC^xy4@aca0TUQkRXllUb
zptk2NGWhz4l7GJPCea^i(t7%KxXn7%W%3|6)?G%}#pML3Cr&L7^)TgdRs#O6z@S2G
zSK+>a&(he(9+{z_Tqxbaj3spI8(r4mHK>-j+abfg$^BVnkE4f@1vjucubchhWRZ{M
z*e2Z)%enmCc-}$kqx0_%Fc(Ol(JP6bl70AHGFKJv=C;omSPm$)+T5x$QP}ugl{Z_E
zs*mfffftLJxYRXtx9%5Ppu%E8sI`;nogDm=arBnnlXv3JXB?J+0rnK9vyd&LX>nSk
z$Me>;A&!H9D}FT=kIvQJ-UH3*eWLVY?b(aN1qYxEh!MJcs<FcVx?N&?kL2rZkU7pm
zqWrm<t}@nNaU0XFj8hsnn~`mOm8s1>(=-$gw=L>N#VLhDr++c+TVAZ6MD7R+g;1B7
zGvs7J9|Ip7qjBU-xvBbU)hkq|T`}F1=07LR>3yV^X3*pX9s@X6F!9;vsFP=6VFTg&
zf&0H5)I+4oq=|O1=|bT?o90q5A!&DEbiS%D1L?llun;a}F@jZP+tSEX>ui8YOwXu)
zSuU-@Ox+euCnQ+l7w+u%F;b5Oj%F<zUcV%`y%DNoaOm`Ql)$er&P@c7P@}PbDm|w|
z%NzJ`0X9aXq1rx?GNS-kMMr`=jb=VnyXNUnnPx7L@C`a!)!jej>6!FpJjf#W1u9XA
zK|TS@kU_8_1?t2+yr$v8G$cxmrBS089~*ss=Lhs@VWDP!f2kvY2Q_w+*)_#2%LltY
z+TBSWA5xR~(glY03ydt?COk035aloaqthAtu9K1A!U~e9cV^iq{T<C_lN-lsFb1c9
z(QAaH92w9k!xo19gGMu^{LXADu`a19D<bRd2lkuvw;Cf=!GUH+*NjSIyW&3L{WRpT
zWaG<p-?ReWgWMh>k@>Wgnr%Ip!>RG7?e@2cjgveL#$25CTvmIK4;#Q$tE*or2@+>3
z#EdTwsx2ElKaYmYiiUEX{^Vb9{Ln_8$bJ;(zB>>SJv0>Nb^aT_x8zej63~l6R#gR>
zmv|W*&Tm{uZ4NP{^0(X%)NC!ebctv;R9n~I<|{{o-M8sT>dkr$IN^;1Z+ej)sr8;3
zvt@5D-uuD%y1uz8ngrVpiEo6S0z3qor9bbFt{ThrI&SA4&-atPnsWo|dkl87HB%+Y
zBJ@R(`AkQ}4da0`)j-nY))8Nz@i(@I>(&Mp6$_5zUk}r&G^$oa=_hNi>o&5_cq~z$
zqidBnTYr{koQ*m{X#H@KMhcycCCg*w41T=RI*x4V2X=_DA(hvJDzj=AVgw#e9YGfd
zb6B9OJwmp!H)Dlf?Y%IqE~$lT>SbxUxyw;K88fOo0iQpamOxKvzbHclX0e7=vzjfs
z{Puz_j}U4s>h-p|$|S$`&yjjivB!SkRlv4t3r~|d)&Tl=r}JqZa)8OHM8<6O2G!Rw
zNL^D?<PuAgr+i<InVoIV4flDC*GnjcCSOyGA7FA&PuCmd;Lww3?Li$~9-7E#0qkOr
zlRC||ZH;m&?RuNYLmWXK%8H6LRts;Q8kaHiiWf+}3UCzm5p};pWWK9-XTSSZEo-46
z%f`=rnOSG^!m=uTc$3-hBn=e_R(o-wKSW3fa;}G|gZ`>G_H|DYGb9C`=43acQOP@y
zoG>tps=G>r*Ij$SkueWAhANiu9W)rG9B8Jx-U^Z6@E`v0xZLT6S1p`1QFlya^Sj$$
z6BOBhh5FREOS|00hfz~g%Zy?3AEMkGw2Bm@cvx|v9yD0j&}7foSa~Ra_@L9`d56bu
zb1gv`$}FSGzt3j*xY=}tg*F15e?&bKJ?Upltb6*^r9iGOjve{E`T5ECTo}l28<#TC
zk@@xZhbc5VpW3Wn$OSF4=NqS0KuL>xztuPNMg?Vr94mFWWr?p)4cJd6`T6wK*-*2B
zQRQW17Fzu<5wKJm?+%UG?+^D67r4z-ulDT-$s_ZCEf)rVSktqi+#M2?PUrMu+?*gE
zq^4YDciRP$2DX+p%FsC1i#%Hmraz6lXWUiKX#@CH;i0QcA3D|Tl0$tz6}hR(^Ff7V
zccP#VYD*4}IaBV+3SXsY_8RCW!@zeBa{QVukA6<P7wxP-k+;;-29D*8K!0dPhL;J=
zfcl#Dz~zv0P3$|in%WOloo3I;eM33k_Xh_~Z)nwTFV@0j>8Sf-9W<xcOo8P`yz(pU
zPW$ttO-?eiBly7$bp&WC=$p^2f$fitw!%?+Vr)p3GJTB#(QUO1^swyP2CP)mvFziY
zKDRo~zuUVAZwyOPw3}~?u0W5sdSiR8I~(e5SCf}}n#``_M26n^`S`*tH<|Lt{O7@e
zT}Vfxb=tsG8yZ5=x9qondptP<^07!$^<vq_`rRH*h4K83cHgo-v|39L#!!0!VWvw8
z2KR3%wb@tndYY947R*SIDw(7at<D2u>(HROq_1MTVhLHeb;LZLrW)>V^XqCyU0x)s
zb$)9WP4v&}_Cr}REsIGP96_*I#Od)TG<>wgGT2agE5MFnP`^0zruhB=30yo|Utup0
z26L3EpmlGVUXW<*vO7?Nb-p{Xu@ojlM;kR$V)FR)luC6$PWbBn;1snD<{fv8c&04(
z*(9B&<NanmVG7W;N8^i=DFpL@c=fI!gtGW=fi`psd?`Q1Lg2ZL1+zbtTKJr*Kd9Pz
zp?R)<MWwgiM`K10wJ?%4F@}rFCN{?f(BJl4!7C4u1#S<cLL&3p6QMR;JsO9wJ|4QI
zTFsPaNNqVj^<ir9jg8Z3q>>?`B=I&~csvH;gni{p9&%-Go_nL0KaIl%`MLH?NF?Pp
zQAbok*2Tre<mqWbw=D8D!!Pd8<bh=9gy*?AXCdJ_`<`)ndcUXPk9a5~ys@#jq56Dc
ztWB@aF0Rj}F9IvsPN&_W%WrfZ1PVt4T<#YWle94=c-EAt4$%u&x~W#3&du1x6lo}{
zE5&*B_UK1Jp#`o3jXk^N?4tda+tse5Fwi7MgLI!OcaTJ+H6H)U6atnqi^@-rZ+ax<
zmJRjwp#ifs;LEjo2W1(S#K&qOu`09kyqp}=kxU8Fxhln$`%=rhLq*w^i}f)pOIKR0
z3di@T4*S!ho_<r50IzG*@~jg46rq3EP{8&eH<Y5?+c#CBQB}sId0_we4cMU0QKo?`
z0V2MeP@mN|d48Zds&)sW2T2LT>@P`qR=Ic7-yrnLjNPxqi?ORTWx93IC(l_fRGW7e
zW&xQ|U8W}$Q%Ict!RIm>6o1$*SiLq>eGQT=1v)+T>XG9x#7M9NqR?5+(YI;$xygG}
z@cVAFYhxU?yR$N{>BUluHj0WJenRt;590NxuzarcVZoOSbDH7)$-bTmACq=De}CtE
zod4PI9^1d;k-3FTlQ2W<HA#9bC|;l4ws6VWj_;}I;CNu-=lAR%fk7P+LT*viR?I16
z_WE!G^bk1yOe@p6!q9haz!veuhhW%~>yF*J!idr-A0Ji@7k0M_jvDWFPBHhS$C5a7
z<L;};7kq%g*~W>UfjzqNa=uf&>(*2+Tj@+pl_tBsBa`FfwLEOx@bkNg)w+MU^;4DQ
z%+v3xj*gzQYIxw}d{eC6uyM)HD<&LC84@A7h|6x}1@;jczm__`xWB$%t9LpoH66Q5
zv~tlXHUt0w*!C(|*d8cLw^yp`*?(F+Omgz%;)Y9U64$K-xg0HrrFoaWCwv2d47tsc
zIM;!e!@4VFlKT5m!u`1hbC2jy{JF>5gfXNx=c}fnL2mF+Ny|x3{seA8fq5*w=Gis+
zQL5MP<UMu^fbrOOY(%c_rnp>^_LcYcLT5sy$_!Uqu7tGk=j1Yab@r2QB{_8^S`UCK
z9Q#suS%HE+Z+BD>t95y0?YRGz@n@GD1CNgS!V@LJN-U{JQf0xrN4TJ0be1W98HFaL
zw&lUoFW<<=;3-$i9F)Tz`tp=mGe)NjD;f5&tU63AnQlA8jZkySJ)Q*b`c!kc3HgvT
zR*HyW{5?FzDa=f?KcPbPZF05$=a$#}#-<Pq;~<+54dMu?!=|>A#uH!<TlDO*bGsZb
z)w7(%&|%%kl%S+O9c0j|+^wEV)vQnnPcyx*74l@gI1k0Y{xDxv;Ch<JuBtlqcq7Me
z`YC>4oC>J?kF$G(MTPSeEnGL5BTo~UE6%$D|9t8|mgcCoxGsHB(!^&yd(J@3Zn2=L
ztvT8>*4=i+e>AV(;B@q}P{C0g44mw4Q?ZQP?@v}sS{56Ptz`hF1Jnw;)+=Q0+gzV0
zWdMDu06k|a-$GaD+tqS?NSI64!yQn|-D7LbVnU12K}?aR6OgN$03b-=ak0N`3hfjS
z4hUfUgo4V9g331WmDVR<xM!%C=CXP5OWhV*M}yN>E$li&Q@SEv5+$<DfmRI+to%Hx
zWuChYR*JL3+uGD1t!857X2157O2Zx1#LlU*OTL#>v)!$n*)rOR%R}4mC=M;Mx7@TL
z@=EQpa;-T_$4I4GP<czTs*rtw<|u+`p1cSue%RIXB_yy1@(Daae_{&%&*Xcbuz*(r
zSm=03#!VG3;N_D2=}<5%xu*8?2vP<njEj@QEhXIpROXf70%^&~7GQlpogSK<xH?>a
z41V{@sy=%2gtj3lbbVXR*z*cyRi_`-D0R|~6!;Jb_u)}e0B)NMU^5B(s>3{=a>Sn*
zbt}Rqtlb}S5H9)_l`RYvE3!$Q55p2ZhdzZ#DlBon@wS+;Eb039Z{N?SFoCjS2}sCn
zXkx@to5pnAS}b<$f%qy|GsCyuP_`2OuZpyj3cWd7_y6JFc))qe7aM&=a`HDl^pmRb
zOrf2B<LSPBesH4E%FBR{;oK=b2bn4F5oS3pHOz|M=H-$YdY^tH9doZAp)s?&xg8Df
zEouwXLayy8#}%k|5kWeF+xGY+oMts^pj=4CKs0&`O)_cuM)00MR~+5LtxNPjloXA-
z40+(;djx1BA^$2OFGPIdmwxtpbsWdL7mY+DA&2#F8TG4+IhVd=Y8GaA+pPv#leGWY
zvq94{A1$-@dlSo&G$GWFET<S5PE>&VqZEfP;wkNf4y_g9gj$6lP6i1jr8HZnqjMVH
z-QQ`9BL%qg@mJ1Pyf1&mfM<DUg}j|%yoTWKFo=U-wZ-vVFz0r@lWrJQ4-eW<Qi~+h
zb{{kvuZ?F^S=xOl#`w<ng=P*6OA%(X>2J0|Oq1s-ln`61JcMer!+ce|@mjA4m|y`Z
za^a_0g@FFobV5J9;ET=CXF#~G2Ye}<!VQ%;64Gyr$*C{AlPNBjfu^-ipu2-0MzD9j
zHf)okrJzKss|ZWP)pAJe!@K^94Ac#{8b~#%0+kRptoze{<f%}ABDEqYWpG0L_c{^~
zfYe2C1kn#??>f9^Jt)lB&bhj=jPHvbvF$IY)I-_n?Np+sP7`CZy@CGh)E#n44%>M2
z%fcWaD=DexgSfs1bK1i68$0x~7f&b)mLZO`|HV@n|5-Nyfy7!pT+<!E!;m2T>sxxg
zKOSE7UkJV+`xNCW5-hcLUgtjJsxK<(PUsuTLd#LT6hilQu17(YDz=omTn6M~$eU_w
zL04y^WhWF`PI&htkS#b)y?`<nN4^71jFc)7K%Ncpo~w7Ld*wyu1FO;>&N5e`pV$U4
zpI5MU0&1SDPq{nr^3ND3HeoA}pZ*Cbf6p<;687aJGKVBqlyj*eh*l8FL()g3>uZw8
zKTp(ZHAa{)G4c3N6&mc?rP^$&!JD(Q`m3&#a)Kp&S2P>T%Zm95Ivw^RBYz?vUC0dw
z#z*CDAeOA?<<`rEWMa)vN@tSvp$LCIH~>i9%|H6!6Zl5ak^Z+#OJE`yk1K{EvHWrR
zwvSVSKyiJ1qR04UII&4IgEtxJgj5X6Tm-o)+sM~PwYyW(v7ZMnY~7vyl@{kyFZp@3
z*1t}Y$Z^`N?2RnIf9;mDYE`FDJa@8q`WztmPoGNENOULsPa6L#I)94^g(_;=;zOTm
zfvmhqvNo+`0ByNZ`HEPd?D0!cd`-0X$+pbw#TM~2Qicfed*VJE@H3_KV-$DM<|o7$
z<Ci>A6q@w)IPI<#HodF}L1$Wan>qVD)$M43E*<hFOtTB0g?&FH<LXYokwD2n1%@<i
z`}?`p!~$O^!uvbQKT-M|)AOPkT9C6McOW!7?)x~Nwh#wFeCunvmHv-vcyq-&&?Acm
z#>N@xzIrOt#HsShF?{{;jgfURA9_*BKQF)hK$98{pA0B_h=g1}3&r&-zx5Cj%Xcx_
z`<n?Ha5CJ-{U*1z4eS=%ZUT9pvs%%|d?fHYj)>L{dP@6NgmSrch(G!FcX8y3{!?)O
z>cnfOBkzI-e10_Dgs1e9)xW;X<_cu%P=rbji7EO>9zXc95h|Jz0}!sXtz(cxQWM#l
zaO;>@ll#kY#alH?W;`H!yl_9FX)jm}MZ9B4>PDA#>g^F4Lbqz*Xo)*#p*V#6?F?h|
zy8yv7&i3!*K<mAI$}g0@b%_56RjFFvi$5Y`!e%gRQ-c<>&j%9bB-h4T`99V3Gdg=x
z1OqfyDJA&_Jv;hQvmT6mjU9x1OhQ+z1T)t3V%r<Di=;+<?``o!3Y7Pwh1UZ9!h(1@
z=Ubwibw3l4htO8Lhfp{5&NL5ifTV_a^}KkA8in~t`l0@6n@__*(fQ#|1yh;tJ&XZo
zn}wf%|K0SB`FnkBf7~`s3XAZU@PxNGa0ROiHbr%xUgG5q!-?~)CBG}spU2LB+u!<e
z@d^?ft~}g#2C8U-11(ROhIpnPqJAX*iK&<v{xWBQA=>`8y~w*l`u|?U0!i+5p{(eQ
z`m@FP@CL+o*?M#Ye$wia1NoQ<&^{UJ>~OO2neSmj&FeB)O@*88h;CbL&OMS4;R?hx
zJ6R%h5*=(P&utci^cR>%nQ@!j<LNf*pEsoyC{*3ozn+#V;1Bq-KuG>;hj{vqkBGjU
z<p%cp(K}TVSiDzdbp9(dS;L=-b7oNdZ$7_4YUdbN&ez$xqPNdn`Q=AXUy0LVAuhL|
zwrsSR{W|8YW`wbdIj+Qvi_R48D|(jn{a^7s4;-H(Fauft<b)AzQVWhI=6{w_lKy`t
zp97B02ZQ<g<P*ZD-NiFxVnRV|)qEt6e2o;8X_3UYM}+KDa)~f?rr!3_Zkc#uATEa<
zr6$+P*&p+@8Gc<pGBggllxe|s3R*sO*A4{zJ82>`A;iU@Wr4wlt!X$&18=brSGU=v
z7=T6a<;NG!=VHGS0ISLQAFH6hwEv;T=-+m18j2%9Nx}k$gjCa_xCA6BOns?&4pkS-
z{TmZv&Eo;%TOCDv>FDI>1ClyA3kk=@VRu*#%cgyfFIC5HzH(%gzg%*6EZk5o94+I{
z?{05|w-!m3*Apn+n+*xiT)F>s_jZ=EbxJ4o>i4(cUR5h`3WY34w@`fE_3vY0-&t3E
zDgf0YQm(14Ec^6qjnL!sx6^_f1Qh^(Bw=pg=I1+}1Kh!RxEbuUShi5_V3MwXh85*j
zsJHg4pCXS>QWQ5mhS%A}PBFyux41vvpRzBdcx~ZhIULODs8E6Ge(z~0Q0-Oo^WNR!
zrj9eHm)j3SWSK9zyZtWlbeTOt|HiJc!6~QwY!LZ!jMf@(3_@;s?{s+Tco3AW#k6zW
zh8)nPkMJf6{E(umTBznVmzvUaHiXqf{qJ;9t9WBYY{}&zL=Moo892OJnZyXk^AsDD
z3)uNiryK0H=)rB4Lou(nnLY_1%Wr6xD3AJHsFMIQbu3@yu%$R8O`6WX==zw6E*4{d
zG@WJF0H76cpEg$4TA6x9tjFz)q&f}$6ACh9dr8xhW;>S=)+8oev*^AEPIj^Y&guX;
z<yv3%bXsybi5u}j4_sgHa-%w<zIayZkI~+T7=g{FQvux}TR{cT_`ii>Pk(mV`I2I2
z_%H^wu96AUI;!9xKykAgJP~6U{d$|zu^;7f0^n6d=^av&YB3vyr_qM$S&*)^B?`!Y
zNotYIcO1^`=@Y}#0xNB9l#y8gLY*cg)I01|qsRmAO+Qs`HX%x~J5y0{pAU3`J8bM0
z)0>3~62iQ0jy9ky0#!R-PqZ^;8ztv{wB+kDO3ZvVDHgObE_ySkfb=gaY*fo)zwKlf
zKAjFzPp(dL`6<YjkRtumZxv>T&8tWyos%y0*%J~@Ku;?#I?EqW)>|YxWedhn=Y?y#
zBv|p)?*r&%_Pv?NjVsCSZ1moH8Wm-Yn1yVa6}~%rThFm=`h&?PNK|Ddr6B9?CC#%*
zk0q83dL$Xm;Z_UW^~J5;YCuI3$mV(I7sJGi&Nlr{=mdL5{h(C|T8fCTh-n4{_#owI
zWo2$|`*#G)wL^a(<j0v=T~g?T>^jf3Ni0x;13*xAW9O<L0Lchl9{kA5<!BPA8}0fe
za0ocVrI}TxOn@wJZExxU^3)%HwqcAw6R;f-EVsR6O{ijFcmqwM(YU^sH^rmWQkrkJ
zbsmN#2X;OI7Oq^=?Rd2%K7-F;4e08<EdT1vRyMe$;jzJNqH`^bP=2&&ZMTGt_jJ1f
z0jr2v=B$^7qO9sV_wVdIk;<TdNTq+0+oiL5;UjsgcNXsuukn2VDkK8JDF9uD03Z&~
z@}`Hu9I2RMm-`XW8_Z4iLWhkZinq|bXZz<{VD7UU@L(Zmu}JgVk`6ed4S5b!+$|Q(
zg3<>>&zVUkV+M?~H|H&M)v$cOCd+NO|9E#rk`4q=$9-ohzxvRi14wg}k@ZMX-uqz&
z3Ig^<fQkWKa!fQ*?R_~R&v{q@my=bEmG*=Wa`SI9V7llvDm9Aj=c=_Uj2McFi=#m|
zxe-tPkK)eeK3Jo&O;Ms>P!zT*@i~Q+7RIuD`)Y-zkymC9Nzy)YUvM2;>t2_6(H^xT
zQAr=Ckh6+yvtl$B%x3(wHMApoUlIgKnS888rgEY2v+lTf?PK&vzWy{-SBbg{-i)#Z
zTmubNjBW@<Tmx&9LV#f=pHvC~ADWf96Y~;rI#l!MPGC<;11gKyMoYfNJ_mg&UE%cu
zk{lqjt8@L_^0|_uqNmRVQ-_NKLfu5bN)|M~mj%gRuE_Mv6}JF<#r@DRYH04sw($tS
zEl&?APurCf;N=FXSVvIF471&41ZB$o&uTWC?%xlG&3h58t@pQmlVZ`XfBHZsBp~AR
z=XPo{UtkDp%K<uK*x|ngiW@mDc&3cdLGs6%fSKd?2eAiWjJRs@+aV7WKAqho$Scmn
z<v(2RB20GOzb;>FYIuW*iOBWyN{*iA@kA`A+ETN2`)mT41(w7^$!6bxT@&cCAy{OF
z2$H?*Cz+mXJr%slc+9oPsL`<{a$fFdMNm)K;b7*rP-Wb?#^ZljVO>*@ElmM{u;dCi
zr;sCRq-QVKO4bY|Ebbtx%G9{>)VR7z#t;~p8-S(CR`V(1WP$I(#jWORJpglrjJ5ue
zj&^`aS7_5t7>M>UC_ogE!BAn;6_BThNb>XYG@D#Aj;KSE=k38y`yfjs#S)8Ws{@b$
zW`zQGfP1C8`e1jLi)6Oi<BBS0$rkYPu<$;?FTVgT$NNk27CL3_ZEkMt3yoQ<8f%ai
zXcQFf|7;#y4yyE4pY4~H;OY~$vH9RSE}?0QKJr~%D$&HTCxTU&#bmffGXC8B$b9m1
zLA9&n{&a=imJVR8$SVRK6K+hvWNwf@_~C6kH~<_-(Sx`;H2e@q4RFVDq)Rc;{u|?C
z{`Z|=M8z{K*x9OAr&}4I`(ZojHmlpA3CU>?n`1dg8KlV=(hP^!y33x0q7F`wIWgWl
zD+a#Tk)D)u_589G+*a%?3k1BU5G1ZQ(VUK?yW8xG_r3w5VK`bX>uz0ylEQNLcRmXZ
z1<|;7fa!}KR5r*m5QyG9fW@KbOoi%kt1jZYZL5bqGsbuOY~g}IUYruaBuNKE^%L!A
zzSB8Iq^C|ru>T*tDDSd1AV-dNFB3+Y`uO?Z@ghGTxE4@StY#}8vNcoki}UoA0W-=i
zgHwyJ@K(zEVlS{Yohcw;6<RMvSU1l+bj_toQQT-u7S7yXxq-;j?FRX>e-aHjM5_jD
zCslM!sG5q$Es`3D7Zo`}QFbhmMp+YWw4P0&w5+Lh>tRc%5OprnVlW_6U8-%~4Tm6d
z<#sbGvS=f%ch{F{T|Ii{Jc<Y%O>V7xa1-UM5xF=l;VI9q5IAcT>t>KZQ#G`D9m&DV
z$0XO+;hMP4c-L_YUh>=;!?pH|2zbp|y9C9b!eK9-YS2r~00QsZjTsMWND8Zh@1uaK
zTdsQn$V>OOyZi;_yRPTk?jv%cgk1J50B(+swT@%5>jCtZ8d~#TUkJi@&d(Yf!T7g;
zN`Uoveke>*x8%9t<+^eOjX&HVHFaq|X_3NdzOyFR2+~Z%<}q3F;&V2nHF7PqRi-uS
z-NS)QBS7>Wcmdt|@vArEoUbPlS^Cu?$oUQ*JX7(l<=Zf@vneZ5$Z^?ZTBJ3)KU7We
zE2!snf3*h`#^NMf1$p@wn$180d)2S;0|FUY!FTS>Wsr`Cnd{|<RP<PL!B_8LZfw{@
zNJQVXSCG2Zs5xC<r+4bqtRugdKK8{}%vJ9JZyC?_5ZsHTd8IN1oK#p&k0A%So!qYu
z@o~+`;-#DJ9*wP=SiJ^j=`?E&cc;q+KEPb^x}4^=y|x^G$r3O9aMdwGD63g{TOh;A
z>fmujLq&JMbQmYp8Txj=NwUqN2^+S_$GepCmjJdTBZ^Vt8)g)=@JkZqm9{S*S9&+g
zf|_xQ%jE*b!|O)tdO}%XY?IKTSadSzCy9%hI9ZHB8^!Ky2rUWXK}4jWG0S?cG7p2K
zN%+^0HZPD6X2*n_VclwA2S?}vjvU#Io3GrW4!6INASoVN-OSXInj%X|)&F`b8_OT~
zo{!II!10;;KaS7R!Zb5EH_(Fotw=gwZj97zB~>LE0`q2h_#KDMjOU3AZ~$(#fLm;U
z!&kpM|83DY+#^?G-h{ByuskhWzQ64Ze^pduxp1{jaX<`{a12~5+>x+9gUJ5cEFKgA
z7fgxA=qJk^>ly|QPlUwMIj4>$!hw5kCsA~?Hah^snc(RGj1VH_FZhC<FuDB8kp4vr
z1d_Thcg;vQT;N3r$N1`)5cSc-IxuXAYzK@u3$6(&l5Ck3r*m<F28O0LMrANPF|-2Q
zLX2#dBOi<76Gsg<qR?r=9bMI@^}RU~c0;S?^)(KPk%d^{6s@-6CuRY$ar(fOrMoYu
zZlBUl0L4wn3vE->q!;(kkf8EM@SeMm{{c7ssGI-U5d(-tfDtlHQmi+EJ6Jz2nnOd-
zhOAAMzB&rdRs?r&!l>(Kgw&dni>tbdmCi4WQ|e|qg&`_d4GYS<G6KwZI3u%>Y+cdw
zTDQD}6lKIC;q{!n_PCV&B5h~=5_9NzTt?hvqmU7ghA&icMm`@3;r@#s@w7}m&9Bij
zW%G^2UL@`3``eq_3&(|U>K=tmrzo~EON8F<7$B4+M-}zF%#R+*rERy@p2$O4x8^Hy
z7qvDQ!-z4+tm|Q&RhTcDhwZBUPR^aU`4F^*^ls37>w+9{!T^)7_*-F+bU#hWYhty?
z2BiYbQ>)xfiig_4DtbIcU;o|a*gE_K+#8+EknJm?r~VNLm)&!pzRa5N4^e#@8bE~p
zr-#H*MI|0XxG5u#{K~R}l5MGyP|QTE_}w~`yxc}(os&O@ZLBb=sjNLs!-<5d7%+ce
z5?Hw6=MDM{5YCFuXBt|uUQ2|{3!WD*!U>b+cWCP^@(djqd1`%y-2_@l@+OnX=v@wW
zLB*1V?vP@9U`((y|1aXoV&_}*R`_W<Ad#si5zKzG=HlApm(q)-oJlY=E-s)iDp=EA
zF_VnZDq)$g<Xw&ZawOcy2ZGFf!2Y8<hr%rf{QlQbH;wvQ==Ukf5t2r84HlZKLbZeR
zJ#kdl3?Hz+nVqB*u;JPHRwE$m5<c_~WcL(EVApSE5&|D7ApZXZQy)V%zto29NKU+}
zMQC84)A0TxizAemxfNai`^KadMUGmJXNz)X(A1zWhFcvs_-@#Lo9D-T0CTzS)rL^k
zs!-iev8ili&OjR5NJG^IA$zzinYx>lXnYMsn;4@udzmtwEs@<_=&Y;Ph=P1$B&Bp9
zN+GuW;qt%O^1tcozf<|Y2@1e#lzxG2!LJ(+Y5?H*inH4vL#7~NA<<uGe$8YxemViq
z&fya*Xy~eW<zdl?I*AlsI~|6i8oY`##!GgrkDYDTXGfZOuGLZDl0xG^<HXz-G0dVr
zpKGQrhlwLD14+$kZ_+cc(FR``BWC6Q_J?Stx-9mCq-LMZOCWac-eMU~I7pA~-L6&H
z)0qAt!On0#Y82c?;>0A<kZD(I$;@~faf14kG#^b)$>;WNS?=R91yz2rxWEgIeKz6E
zH1WgyVVGGIWy;82ON2N<W>LJ@1x3zEr9k+bSxj=kkEANoPC^pn<8+7VL$Uqc@F~4n
z#L?#yZEE=KklvR)7`bjS8Qo&o0+$~M10mjv?JcVrV^+LmM$Ky!ulP#nfXGdk=rygF
zwjX`@_0+EGM28%rmF4OB#^<jAj4+>`fVn{C-;(pj{6D$56!s>pChv*SSqGD^56*i`
zyKuuP+t=%EXxdfEdhHtqh;y6xQZu2ooSjgqQKNaYh%2#1+*Pp(Dw6F}ttmgSTj6D2
zpeq>l90wv$bySPj@UYzwTv_DgbSXd1^^=>?ll^S`az#Dhf7!alTXV2nBa#T$_-p>4
zX<}2JGXL}by3xpnSy_+0O`FYoX%q5tTZzqCB@cu@+59P#5ytmq3b<te@#FoU6Z^j@
zH-Fa%@PxH^u)GZ`rd4wJEER)B3%QR;tgB@>9+){=W4*G{{p=u%-~qp{>0drBsSh$U
zb!?=ei%AR(34A(CaIKJmTYBU27=Ty$dk<3t+9;w+ghCo9GzYnvA^Ev_>IpBcP7jS<
zl*BtjjtD@LWsZ|Os;rZ<u|Saskw%ONC|no;!TvKeZ!?zvinX2ZKe3K13iu(DZ%z&k
zpV=zdZ(VU-?T_FQqRZu~7trHH$V|BNGrMRNL9EMysbJrj&buF60V;$y{cc2AK!%M&
z_nk+&+G<y)r0$0qT$vQz76Ce3jD!^}_l>s8noYcavnWIWWX`PqU<T1E$$?cA74s@X
zsZ~){O|%TIE@O6MPuX#%S>87ZoUH<xOoga~Zqwhw6Pr>0RHVNs{VCM{vA_d~HG24_
zyZ$L!{LJ$H?##s|3K@}6LA2R3?~$lh`a+T8#V|COw>JCeVt1K|jU9ApHmFmJBBSUZ
zN;snSD+($bb&Mso3>z+(?p7D_`c8Go?dJE3_vQFZvl=}U9q{G_?Q)t!v*vn&a6_wu
z!UVpSh|rWGi`%6T_pWV|8d|X#q`xpY6#1*BJqtfl93-tOumA1>e|9TnM@AIJzef)*
z)HJ0XgAceAB3gnOn097-Sz9?emm3c^4Y=$gC85F84h5fC91aZ>gV04Vl}~lTu2EQK
z(|#;a4<91&lL&Yt%jZ6_D8qj3K-1n@U>U_TVR++LQrLC>YlkZ|jC0npIVP$oT)cq(
zelrZ#l3ClH^oMprh(XJ9KM823f3|>h*QvL!5dVFQv5ftw)vkbBe)BAnk9o|shCyMv
znzJGkZ79MF?utHGMkQD#He{NIw0JAeja>sfRQ8St{VZa@YqC^~nyC&FvthhWC(pe{
zqIwjf5)uB2!*ZzOLr+L139h+KR*8)k!YQpXxwPX?nXr9QIqPbLJ6qJqMc84x7bK&W
z%?L16^9H(?{vTo(LNW(`k9^)J-o_uo!gv}WEQ52{f0u}VE!#hYIN19NwnEO8$Y7R$
zs!mtxYpGg=z1UPk)F1|@!-gVM_S!0m0#=@|GL>DG>-&|5O^fz{G2}(NI<yfxqc(~w
zXK9MFs-$#vcCim`@3OQM=L%Ob&aTf}W&Brw>s`gCOGfwe<S6QS+y1q0t~D&ugx<iL
z$#*n>G@M5o%3T)SN%34-n)G3QqLMd#oEf@<dhzK`=IiN>v1tfsCJaxi`;p?h4e=
ze;=Tp9`7BDV9~qrZ~g;*C!~?s@vZ){Imz!4t<b3*GN}?>OeGgo-|Qb{7AonU?i8k}
zrke?WL5uHG%_5yJtyFNQw5t@0afkbD@79mpsLxl9(kD`{j~_6sw9>w3p`yc=t}jS|
zbALum*xAV3R9!6{GLeG$j?w9iIvs8#cW_>f*mF~Anm(k5ozPyew^VPt<aI~3>7o1!
zQ(?$qCDQ*9_5Kmko?T2NNCY8I%<DJ81*ZTfit8m3JTw~?T}Xpog03b-6N`wB`rM~#
zg+>_~N?da;${0&RdM$d|cG_gSA4;9mgC4og-y{l{f7H1zI5X^w45q`Rt&C0`r^v@2
zp<q!nR=3N<Xh+7Y_C$@_f;k>WErw1DEPloY!j(y<)s4wC6v90=P3zyU*PK(*wLno7
zLya&TSp^SxAFTBc1syYT|1G>&yZ@#BwceIiDtrIC*bD_MC89WQMzY@x`~IfmW#rP4
zMsQxFa}o08SKp%wn=h3d)1ve}Ws5O9xGeMOTnCvky9|afB^8tX;vDyA*>`1<A>=6D
z8kuC(SydL^76*Bnac5&rnIcUDXeDKh9(*^PnMjqVMK5XnKv#(zZxI4YSS7ijXSwjM
zHQyjYE^;c2LQv$=)z2ZsO6dA1L!|TMf=3|`OdNl#n%eR>UP(WV#*GM6+WD2DFNVyy
zc226#bit4|kk}IM4%l{Cqf-gN+dlj~8-TIKV`HKYfYVF0rgy+C8o=Pm09<zifG&C{
z{^WGflheJoz>Y_mm<I<6@T3L;o>ZU%WOG_Py(K@}iXBP?J#NmO9W|~2zVSL3F4X9f
z`DF(>Ii8!}z^x_j@axn*FT;)M-d;<>A+^)>u`$4PKMw#cCFR9aCGuy-BrF55eay`i
z>Cs?vO`~>0I+dz4*Znc%>dEw1s12`{tqDw;$)(F2<D>gC5y1BojT>MB_++f=b{e6B
zaXnaW+an3*oxpp-EPBp6Z*vHl3_hm<IBbJvl0oPG0$r{d1h{65RTr<q?n?G23W6(o
z&6kupPaCNB5^@#f)Cji$$r+XqutxG-^ot3fcWDl#+OKv;9O5_FTd|+iu6Wh$tvd6t
znO~LzCQT~yEK&fFHuZ~sE=)JuY71+W62?mMn&<Uu*x$~0y*pVX)Zi%cE%e>P$qhQe
z;}*m1CEZN5<y7jC>u>dq<fDA8#h<;uI`dgxJ>9JH#cC@}cqq~JilNg?lvIDXjltv6
z`_#4pAoiH(3puPGn&AYnQc`ZUGwWgmZZ+B2R@*=Lut4X$HwT_~4lOHATPP#*bs&1p
z>dgk~qw(=^B>eKF4lIu)!)X6nSC(BN3~I!4t^O-pFOi{qaS7>n-)ZRy#tM$&YGw2L
z)*}je20mxdZm`DD{@@QN72%)h%=V?14X;zBpq;?_BsJgt!rpx3=u|)$X3@c_P@nSz
zq{JEQ+BrG%`ffO&x3M8UXSb*#XePp4KXxi~C#<mBp`UD0*ucyVhT6(JEh<p5dC$dC
z+ibl11I+6Mxkc&*hXVm&^C?T+K65i5QgedBPg=svV*LA9v=O)^e(8%W8DZcyodW<h
z-*_~;&WfcX6Es@;P=7<4ku==-3F+#kx)E#-z_>p<rnru5fid8JMh~S^^sGvE=S2k+
zA8)!6HD%Mk-s3TeIZsPVy|GQ}029Cn%PMbiyzGGmy!FB@HG}f)xT@|m*ZV;w$A2a-
zB9di_v(|;*+APVBbud+9uvwVJ(8QCYr);P^G58uk=o{kU`<?c-Fl_Eh-4$Lpvr(}9
z{&05SM3ps2S{U%hx|Ar;w6s3Ck5@W|`K&DYRJ^Ko`ZmmgtAb3%gRuY!CQ6s0=S%Zy
z@lY#^-T>Ay;G)aXIV-vK0~l$JSEDm<`z$P#!+m$+3A9G(q)2+;zNoR(oNmuQJ3HG&
zXedUrR;wj`HgjI<E>iX#J?=?e5CR@8+rybP!?N30SeTego~tAqQc*-&+HM+#B}QP~
z=A^`5UUH|>tJiOyh<O2)&ZW|rv{E^<>mpm-F=d<wwm9$Mu#$*$xq8vcKqi?Xf4S`V
z_270%+GLBaZ!DsTkE%uzhOg3x<<$*1(a)&i1Mai3Ck14s!zysfp^75oRlba^lgop;
zMc#%fXQm|#2KK7z=?vx6vmF&jb(-{OiHZp#tWhwPNQCyWEzQ#e!AhW^Pu6kqVmAgw
zb$(X<8LU<1P6*h)(&9*2^n2ff|GJmCoem%LdQ@pt3R3|h))D)7a5+c6J=<|2>!CdH
znk2z}G&fH*6(`KA0j9V2Ha7Z#kpJ-q=y5mAVK1M+{Wv5Q<iH$0@=0U|ykM}-rUZ6-
z?)V}25rHHDE)8aZ!4|q5N7l}IJ)<RFHW&N^jb4%f)%7SdPN}y7t}p^vIhvmz;Bs!j
zeCUAZx*pG3zaM#lhaoSwTnFdBTs?Q@asCtgURJl9g%-bjkhOr|wv_9&oiX&ATr2D7
z>;slxTsLOU!#JOBh&%e~mkmdB{q9aTkWbnF1!8+9<1B2D%m3-7W_3=G5cCys`swKf
z5*FKo__!oh^OUlwy>Qo`1w~Xa1K#BZ45F&qipH#beqPgQkb$|jYnPR04kY38wKjLz
zGINQGor_KNC?lcxZh79P6~$~L!qM6dz-3JB1`;o2>_0AGz0q~tF1hQARuRk)Op~QF
zB-EK|ZEbBa;koJ~zKwHDS-yjq?5<W;^BNTSu29Q>+}vCuI>LqeA}Y6^$=sJH^1zj#
zMx_}|kY5@`U-yVkWXKrQ>Q3n~4GGP}xR?SQlsc(k204_f&DaTB7I9QARoW+(BvHwr
z0W2<d3V3A+0T1y+9!;jQ0aY^kH^utt-=}f;SS&RBQUqfQxNk?b<!D$gfFeY%8}iPz
zSkbw+iMRyH60_{hW}Z>7QU<l(=SjnK_>f%t3w_7$tsiAnnB1o$PPBJdDYCh(F$cqW
zFo6p@Ivc&&=I>wS%O~pXWDHjr#{yw3P_e}0D^!{fN4%wf=J&S;7nS5!la>ue{Ti;b
zRQe)qOIG(0<mLe;!#}N~nHQwEJRdGLhg#Hl0rh!R3GA5Fr&>svZnc!<ZmS}nN&x)N
zTrEqN{aH!>+_4?*6R^FZx;Y)ff!K1gNh!?YI=*~MzQq0bk;HX%iEw{WyQuK=->AEP
zRxE&DKaseu_{E15WtH2`#r931j_7_nJZg{>dR7Mm%8E9@ccF@MZxuiOr~y`12s?kg
z`0?^ZPY!<)x3!C|?jt!Cm;tIiY>2<u?J6{p&9Y@DCMVx~S1r0js`;^RfdOr#ZtMHr
z5_oPNgYxl{0j*K7cFo2UkS|y(ah)0;U%3C4V>w69o$1w7mmBt1jrsN8MqcoL8+nDU
z=I^LcwLN!`FAo-qnkDC|{n#HLlK?w5aH}xMZZUPq-TX13O7n6*Prdf@1n*U|YmcE9
z7%&3AfONeFZl3KGobS$TY^f$o3tP8TESIM)ytkVi1%!ZP@k}<$S-|LeHrTRU?1!Mb
zvC+ZMaPBLbKfjkPDfINqC+y2^;s;Ulv)^RSiFexhGI4I?^^iuEUklx1m=f%LGYB0H
zsX(-&iW0@1<rHjNZYk0mz4_syD-KEI@=kHk$S)B(i=~30$UXE29cqk(!7(+JV~mk;
z=rE1dA?7UeY~2BmB7mDdBv(j#DrQG5U3`xp>3*fbOdcP`DcDtw%{Ijwir2wgXg8Ep
zCxuJk_lLj_O=xOQjs0%`zD~x|0RZqNe*ygCy_fO4+mbmeNdQ^;lL7jW-8kfJvL}SO
zb4e>BBZ?l8!9uIR^g0@%ug))l?q+LzNMcmrIxc|Tw`3C^MK=5`-3rX5>Yeahu792l
z;x9G1b#>xMP$(WXgJ(4V_@5_>8n_%S?1sHP<WhJvI89@X0O`!Sk@d+YoycajRA+A8
z;MmdR>c9!ynTeFciGH(&g4(e96!=cf)c&}-${uRO3xV7^p7lVQiZ2QES_wgEBesip
zimgyed$qZJV^ZxfeHa@RM~ZA<T|LgKs#B%O?EdJ%bPXDLINTeI!F0XU3iI!rED@3(
z##~~2O^GCR*H9VwI39?;<q%gE_QbU7#!(#anDVylRcx4qPb!qsP$!T=7GVVYHYuyw
z`ijZyVx>Uvb{_200^OO*W@v-Q<b&Vd9UNIi%j6nQ<O(-LiV^S$&xu#Zb6e+e56St5
zQF|{dD<Mw218S=Y<d`LJu4A$yu=no&Yl(e6-=p{hFy6KIRJTi~b?V7T>KhoC?!4BK
z&NrPls8T}dp4rc|iqMh`d>`$NQY21HuBk^;>F4fUG&XaZl&cpDO*Sx5nRjZ}i{0@!
z(&Mr5mYke&|9g;x#B0sq!&i~DpPAQA-}<qL=D6F08>*TgW^wVds5{b~6sRV?oEmm{
zV<yL0l$MZ4tuRVXKIS@2A5H1AdOkdVr5AK2LM^2pjN>5_q}8pS_+rklv?D~A9CsJ{
z$kQzy_n8~D*N*V}^#8lbN$|Tn64t9{%jQ3*9XnUFLXJmjlevF)IJ!5uuU^<Yvr@s~
zO^}@vi}Ee#o1a=gTD{_d5A2Rp)^U(MP92;oTeTN0G22<%i8))Pi_^xVZnu;+4a&#d
z$41RUoA(k}yE6Rhjv?86)KdkD_)<_A$YXp>%<2TOwDa`7Xv(Q^u`@eV>%&ww+Q##C
zetpFPIy;T1P3GDh-<pzK(l$2fyA<J{`@!eX|2wrKhDO!>59#9hJFeft8jfo3(B@;J
zQI~6#Z!1x3Mz<%;h#5+%nTqz-@9r8ZZ*{i2^eT4fjPH=uP32w<&nsglQ;)tuV+}TD
z+k(=&6{3mybo$XKC2mU0-_?&mt_Imq!L1m_A-r#jidZEHm&xX(=@6mz%Uc2FRcapF
zc*4@*>$ii6KD`_)*K_sh196ORja*tb)blyYJl3Nf_L<_RG~9YSgfI7phqcrl-vXkD
zElBSPG@<A%(?)tQiUEhd|M?9w$0itnLW(%bXh_HpnU<6g14peGPsq*br2UarWi3gq
z7=09*%A)5i<thS>#J7@|JQ^Wp?1RiZpE#d{g7(Hmy2&__o;PRx%pNp}i|p&!aCsO*
ztkhXdJvhyogTOCMV3o;x1!5?OKrz?7#c6UBCCXw_xIwcch~=U0Wi+7QZv2|f7qOdU
zU|31uu!^U+qg6>w3H1GE?cEq#$lP5RdZbt`PTIes9ToxgJ~|DjA~+I%Ol!w~VCeqy
zGH^~qc886cXIZV1Q7e1_ArJ@r_Kq2tCtcznb1+lDfBAB;8$YIcME#$}-a0JGtquD&
zHX<O>ASE3`hcqJHLw8CyNT(o54V^=S)X?3j(%s#SbR!7JcLVPIY@hde-{bp_12|@8
z&ARV(uXUZ*`8yw{p`e9g5}EsOBfiEepNm|UUS6(?E3IGZXcT#@=3O{;Swhj~C-hAX
zb%tVkG`A}ALKPKp!1Ak-7tEzyAIYByRvC>OgFN(9R&9&skZ#*QyqvOCKF5(E7fVnP
zMixV9b>!D<M^`T&vd$xt1}c>b^4X57xEx-d^@qw)!2+tgx@)+oD%0hx%5<e*6jkco
zS|pK}RFCViY7XBT5K2vJ1>mz@Tx5J9uAKK~m|mRtxEvS--#=t2z54w*T$RYujvD{(
zCE~Wz{<eGWpPNe9XX@YG{esULfV*rqY$oy97?vcH6(=K{iS!wzuw<F84DFEqbbk}0
zbx&-;-0R6wnFy{C_8NjAIm3z3&oMI)<?pGUadp}>A|DFyLGt`BDc4_`Ntnpns@u6M
z#2c$nN*ntnkun#L!ltKZ9x7f_v?0J8iDK}EcysX_>n7HviskiedXzHkZaOJsd{c}L
zA1R2L^TdkZXkuC7z<ISOufae6iWAM2Xri*c4Ok=shD5SLO!BsO$Y=XsSAhdV`n2#<
zkxk?|`i?~J%DVwT<@pR@tr!IuEwSqT_#d0Z|Lrue#X<Y&Dqa|06s_?hNR$6iK*Peb
zD$7r^fP$__i@M)ltpK<6xL(ri8P2Dg(hvGktK1!Ig;Ozf8N(}2d1y^=rTSTeGFo4!
zuT}+)B~%#@wHsoq*ZOoR_`DGQg~)!CJg<FZQl|2fbZ3w=@Ku?<Mf|$pmPMvwtR*{A
zz=+WL$8m=iOp{NNEo<Pp#dZBdZwG68`Hm@jSJ^0>TzhZnmL5jzsRATTmO^|Z>h-66
zaY!MCDu#6Png>IacXi64dqqvZ85OO{>29MI@alds1thh<b-xd!g1a`@B9GKSwhj)W
z8pv(Ib+CyUN*nykCI;nJD3e(d%H=Dex=>K2ZK$yki^5Fp1x!xR?0UEYPaa)Rz}F&~
zIBU!h!G@;C6&uvr7#N-1PoZH8ql=;{n=>aIm5$GwP#5Xusr)FrIZ6?0%0sD1LHT3s
zMIKs&5toyA_hpt9!ZE92lDu`p1I;Hzy#uefoqV;Eiqu_;2i^00zgmpK;`nTA0}f_Y
z|EO(K>%?0<(Qxe??dG_hJyX2<1ql`Krz9c!c$_KVA*oy9P4zu1J;sCtDSdQoZDRr1
znIb+*n}R?P4ltvhiHDW;W=FKmGx`4N94_|dAgy2~y-4q9fCwW}(e%89kQ<E)O$C%w
zfzpa4Y`1w5=_MqbY4;Nz?M6g#<5Xe$jwCi%U4%!rC7g>3gAy%#eYhzfe4%}VZNc4A
z!Y@4$+^a~Hz_+(k`y#x|P%@TF!Q7<e64FVN7x{cm)UHJa<y!I<HpL%+AR;{3ZMOFC
zwsCdv|CpbDjq8Lz4i1S(^||QtIJVddijhDseL*%n)|&H@ej3yBA@nUCskkC${3@lu
z8@KQaE_EzLnr{_ToLQktKe-NR>K+Lm<gzRuB?(QwGsjcJUdTF(L-lP>LWnX*-w?z!
z=TuyrMx<heVkldRYyBvf4HP$;*WN%Uqnr*t)*AGHfbyQgktrT;Y1jDp44nPKSM7eZ
zCNr*4z&w<(IoCXhY)Ow06x6ap`337hC|^82zn1(I*FkyPR^B^zt-P!w0bYbbx3DK8
zthe!Du<n1Z!auAShbfJJxxoF)0V4PeutCW3KTdNF$$6Bm6^K6-A!)lhy3-b5A$)A$
zej%BJ-tiY!*(1=>ws=1U47Fb!(Kb2bxXb{yiK<W+5o2sENbOt00%0hxj5f|>p|ETQ
zVSweBY2UseJa;n)CDgB4x}+NSbMAFO{O~w}EO2LV+OU&XtZ3Ap2Ff{+-kF;?T&#-J
z!)XOkl!<|=li5b6FURegsw7Tmq*Q1m$~mK}i<P??S5^fgCD0xh*!%ksBNw-h^>vI<
zhldmb0`!`sE7m_(CQ&ai;eep<pV8m`^guYlLAcZSdE00@3jH(I2{iieCc10;#J(E|
z?Il#!2kH(yd!}vThn3`3)&P$tp=JtNUfJs?-M`MFNnth&n|veF7n;9m(UIoBy3(iB
zZs?oY_CvPWeB{6Y9JybVK)z6CzF}P~b*RWd5-QaVB9-GT*hI{1g;?<{4B8#{B-W<k
zHpkHGo@cFf5Evn@H1OLdrM8Q>hEl+la;p$q2U7SMK$`ibchGQZJw(urH_&(A3uJi=
zB~%!R(Whgi<)BMyf;}9j#7C^q(bT!8RH;b?HMe77bKb(u{0y4$?v7*$owGsrCFFbE
zI!^At4He7>czwTDBs?SGINx4>YnE3mYoXGgatGg=y%J|JVi<a9!sybWkInHzk}K+m
zBno?sYfQQBbW)vusuUT66Q+Vf21Uby^oF(S8aI@7=)xO8*{aztNyHu9!@zm;NV_g$
zdTF%Mf^mX>Z@wpAX@V;OOnK2xnY3Nmw*Q^qQ>`NjeelYo$qNzboK0ElyV`Im{em}P
zpbO2)^M283oC6x)qh`mKnwwixXtf>}Rh`Ewjsje7hXrQZ3Wf69mCh@;WKW~Ti|Gl^
zpT*~>qp-diS!ne!Bcg&eV#Q65R`z*Yb=A}IjN8o^OlucSW~mQHnE$-jqV<WPU3_-{
zE8^k%hY*HeKuIl&{VL+`HSbQ<Vb%+HDwMm3fExQaZM+UV{!UNmJ60~9kyPfOl6ad>
zI3zJ5fil)HUgn{WG*Cl0Ui>;NGS7!zT4&}%D}_~`^drekUl~t6r8|zxcO0_KPI8g}
zi8i2`kU+>ez$>)R6P*$xmE=~=01d%VGGk16W$mQ`+Ro+QKAM>RYhTTgPd9RZHp^CT
zT(UJxN}$*5in>?a2wfXS$M#G|B!yWap3a=}ERJIDvwoPJmUsad%a@8g?S0uFaWMIL
zFHCS*#(q0$TqSyUHekfyX&-HH3!!F<&CUMx`sw`*a`%+_y_x*aY324OK%gH+BN<Tm
z-k2P`8zgR2oniB-&p7Cjoi&t89>m>G@mQLU>{wQEn+2Mus#2Pifa!Y?kGhz7!p=XO
z-M8sYjuasFsK5Xel&Crep=+s>S(B0!H*f&SgD8ET4WkCRCQ9`AZWic6(1#sDij^b{
ze2ysgcKo8-J3~v2>4!p;A{ldoxSTe1YD+yH;>y%Bwk*Ok6ul#~r%b_utLRFtq+xQ!
z>!BO>RHBo{fl|aj;jzWqDAh`@hk)!LGhokW62dvNZ5rP)*vHE8yA0P`qF(-<*E`Eo
zD>1U-pC<u~K(2rEP)b6ypK?d0;oK5_?D*Mv^7112V$l|QNWvTj!`UGuO4c;;)U;%M
z0|e=OQh6M{99XQak)#S{rN*|0G{upa>2gpA2k2^5K|gi7((w`OAlj}kZX80(5nx?X
z)b6u0iK%>I{7FBSS+S0nSxSkD?)y>F&oSPJ1?7mXsVPNYQ6*>kIE}38Gjnum!>lsp
z!jVKz`gwx~I7ceb8a2v8sFX{QfhK3KF9m6DyOI%h<k!nbzZdX33kI_u<f$g>{W|xb
zXBpA`_(Q$~FcAdu*=5VEa(d|?oF>ml4TdnoM&y|&>ddyv!X&i`Mj|8~^C>7i0LPa?
z#4lCD2*<qXE#V0Zqi(GYMimfkrGvl3(g3KNNp(O?>tuFHS+PdT+)Gu;L>}~TZ4OoW
z2=goxcAW9+irMjzi0fI2QoC&$9-HrF&NsNgE2b`=YUv%TI0eC-i}kO6B`L@j4F^0S
zA_qC_@M*~<Uk;uyBq+~%38JA*BMvpC?rcwM=Z!`DG*$fDnRnl@RH3fOzyA9|z28>~
z2*<sThPYBBOo_ko6zTJwN0sJavy#+g-`z(jTuN%fXU;a{uPc*KYtjY5m(WN2nouVv
z$z(<>4OYw|%{Qe0E6_($RWKDyMN@x8pSO$m$6xyhG}hV5MRnukF6)JKf`i(!Cc6*i
z_lOW?Hfg#d`yKk)G@fnnDIsVk<%g>mH0GO;yJ@mONXd%CFsI7dexkh*ja-T#W$`d%
z??-#M3V&xDA`uPj7Z~($3cu~fu={P0bfTUovt0XQICtA*V`8OFH0?~XvG<IKofJ=0
zCpJ~KdSXJlgndOvvDcMBL2GkZ9~*-WY<=I#7ITc))UVNz6@QCHwYPtrofA3wdL}}~
z7*O}rV<`-pQF?2IoBWc<y=CI|R<w;>wc^(mr?cA}Veh?pt0NF>Tpw<JrNT<VmBK?#
zn_H{0V!#}|l0GYXs=Udyw%b-KRG}UKv9!$!Iz{xRwP3e*v`~?I=|V*IDt~$11Ch_B
zK@0AF#k@VN-I+B~Tz5}hi9Bj@Jl6aSNtL-vHYSIJ`Z=$knh7oZ1=KPxyF{F`6~;;6
zf4DC;fy%zl?9<f%WlVeqE`VIPUG%yf!tT5`d$}xCZqlby<@tWBXl_iqzJd|JG>*rM
zArnmILo{wH%)|{ogBBG)Z~E?OSa0&B(RJj-anHs8qu257h4cL3NRjqTy%~9g_`FAt
zA}Icb>M_i#;k-RDrJyJ`U$+eKwfJ>g-Btt(Si_pWXD`rFFOI0)Q(F(detGHXzBkKw
z&j`wFL3u;`GK^kL?$-}@9qm&6Yb!6ez5X{hqhK<CGPDagZ`iesmu*|Z5}D|(Z?wH!
z4}Eb=*yUZO#dNRMox?Ptjt2tQ{alxEX+l4O+Ip4q*_!}d;H^_>b%bbdvUY=GA~~xd
z=oarLDBZdKG{0)kV=Lb5P9%Ke(E9bH`IdgN@TCLp%|%baR1e>Efj(fs2XmCUbWH%X
zg^&QCr<Db$YPJXB`pGjAuo_MeKLKRAImaJCP^097>lRP@x%hQw#EzwwC(npf+)m`-
zueYYX8qa<<kcGW)14w;cTU>ZgmGS67;s$v1zTII4TfOL&D(R$NxtPANBvA)w@_;5L
zL#QQWG{7z^Dd?}1g23iB`7AZdql{t1;Y0cLQDulLVNivc%N((+8;mXn$2U5~_;H%z
zc(Kw9^EHFx2y2ysZGjPkDfB=k=0?RS*y_u;u<8O#E~IX1HhAP_x;a?o<r7w_YOy9A
zoTl8q?lL0_MNmHAfB7lT1m67c5^xUzldD^02?ppz+S*6ZH@pVw<A9YT26|?xPwX&Y
zVdGI|)DsF!yDsbLtEd@)8H0{zeAgAFH?E%TfP(4{472+fo^kXsa1tmjSiiC02Q)iC
zHS7pwjC#F0UilcUP+N8E<jLI4;x^D9%>debwH6rlaasb9t*O!hSjy}q-C~WwbINo;
z^xd6OB>U2KYfOJ&9ska93a|hLh&K&a-^zn*^icI0(=q#-i@1Q>Zys=%JQ>UH4w(rs
z1yGE5v?cpZ3!atlFZbB30w=5QujNUSL^8|Z?9_{#^z`9ZAplCstU%fkJXh%D(O$L#
zAmjLU2CpA$UHZOBsWFjtR9DXkGrXl*{!9fbyWKX-x9w^NEr1K>J<zoPrRQ1iy*MiO
z1rV}bZB!@w)v^X_`}O;kr`y$g<+9m;^o>|W1!$174&IwYjFjnomrfQlDrkN%_~u3B
zC;IK0zj7j)v8_b4l1tir;nCX=@jN9p;C9?=Tg#I4aecoEo9ZRiJst_?hSUD2m~4?O
z{VuP&!Q32?`gvo9!7z$+o{-O5;Y=Sae_sT1Ix~ODc?SJ)>!UduDOLU;rOHma`T}Wb
zr3e<Hab`149E{BfgMP)=6nT@RJQYrW+nYFuMAk8iP|LQ>Y$AQEIVal4ZY2pvNs?N(
z)yy0>bbC51EFK>#&b|^_BW_@ANsPPX9#)b9u(E0{iy6nf2zZPSYE8l{3J$K|Xmwp|
zp?WXA)b155>jN!QAxkX|R$aqv06Hfspr3O^+~{F|5ip16{|}Z?cO)RX{#vRsv7F&M
zU1bJT_dX-4YU`QPOZ=1)It$=V%m!-T>QBN%?-nK3(071*F64hAadR`(9JsJ>uuma1
zakaeV#p`l|iG6&1y3c4cThj=Dc2u=~ebPF+^;*Te@p>z?R+aLad%<JGb-6Fl=DyWh
z(Juzs<-i*x;(I|$OOxuQC)!dBU;=*uy%NYRHNWbJu(2*Yskh<*Es~*WXCLUbA1xQ#
zxZJC~bvA{>wBCw(B<*F1Hv@zK`tR3}x){b#PjPRqE<iawC9?K{2FUO@?gT8=x>IY&
z%e!u_{ZLY|o~d@8xZG<@&&*WB@V&dT-ibJZwH?99O4Vago}hF<4isM2v?!_H^EB&$
z5;nRy)n1j&zQ)uBERRNS>YcZ%v~N)!2fsi7sghlLevLq{9VIs_MKOVuSsqG<x&nPT
z%Pv7(rqG&CPS=qiEg^NDrQQ&@h6%D=B8VUnPLrkt4%>P3qM;PSbCNXjZ7)Yng(1{g
zJWVV>jkB`NryaaSzS2)2k>(v8wno44E4<5d4IQZ6!A`53EjUI%h%qXrN5R8xd0ko$
zf!!$cS`-VL6y5%wEnh1nu(e^Dpf<3zQGgQTT~G}xwVWj(?cy~<b}{LD)V8@#kfk~C
zg~W$E?@Oq_O|}3q*Zs!x;y^D;^3?e9d7H4|jFY3IwvLVmpm5kUu`MtKFKFGgqzihM
z_n`xZQQhNhvAlc>6u`@IQ@@hk{e$AgojWZ6AxaHqGQa>}l2i+)IX&Wjl5E`enB>&d
ze13naPwECBaDdl7TYFPq3^Bg#9XLT#MR{4V--2>Y+VWBcFyh&G-3XIL5WF@YwDLN)
zH3+qMcHb)#I79|ueSldt+j-cFZ_`heK9uofqe64xaD4`;=w{aduw2z3wCvSf3&v&;
z-vV7fFd0Y*1+K4*Dz@`prf$;Gvd_94M}2AhCFbfHx>5Hhz~>|q-_!XF`3q0|;aM=?
z!CUFC|23oL=O)X0vk>omy(ThKCCla7JDLxi$wKce@efp^qaEt@rde$oF1noOuN?qQ
z2<OUW8K4SBg7N{oNcjL*mP+YwI!`Fi+2qRpn}aZpfbUl~JZHl}vIiP~76mk}#4+`u
zp${Emh_&jM&g{F~%H>|3r=O6&m;)HGJP;L_+tx6&-cVh|4U;^*<E7V4X~%+1`T_j@
zoQhKCf|0{*@0ZicG}Q&aI(`)m`f4|P(@xq$M!Cdg8@X|HJh%u<pe%zfmx~sYK3F5a
zVLGxX;TK<^<c6MiVr+~-6!StxN>u167(8_B!SHn?k)>?vQ7#@>!a#ath?!%6DNajq
z2?@_0FCXy~2Gn)Tr$_m;Z8Mw;rMUYQ#$^?<Sd0?}YLvDRm2;GiSx(j~6iDcbG@Q0N
ze9Ea6MG`V)i|Mm^8o(sy70Hoy&I)6}L`-#^m-KGS>zhf{S{-_Cfu@rde`FV6KQ#jL
zlCRa<p5K~|+)EaH>G{=lBXobyMV^F1sK$ZlbiQ>5*V(lgtCgRcu%b|D1WtjJt%0-l
zf(x^gpBmkDL!THxpYwd>>g`E|1061lbx#FQIK7pee5cuOysgk+z$Vdj;hrpYMtM${
z&E6Helk2!snxHXn>`17qu&t#Ky9hUFfq)>--!%D|@afuTEaxWM2r8}G<2H1ateg)-
zQy+PCvL@AGoMA*T{Zc5YNxTQ}jVUHo!&a!pEnLnbQ6N#NmBjc6hQ!e;1e(Q(-r>nx
z%y}ymt4aiy@}@zvhjlbZKUvyj;jKJBmZ4-HR<0)bu7n=4O`3`YE*`%=*R(-8KLzSH
z4-8Rm3p@NS5wa}&i@!I{9wI*0(jO)>KPQnzhm;s*>PPmXOD!8)wS-m5T)raBtDJr{
z2WF2KV}Lza3;x{2_LpIRgus&#P|oa-&j@~^jofz&PLC$V(o&DuvdxBuxFnTT?LPZo
z`XNXyCEWWM50BvSFoGxbBZD`%$7%5~KjK+EG~0#w_6gHypxXOTa@1ky<1)i_wzBB|
zpf0hb<U+%zl|i9QEj85F*$9rM&m=n1KYW;|7%Tb#osVmSteeHBKwwFtqXFyUhuyeb
zwEU>;SYyEoX|3A>E6FnEu+H%rbWBNLto&zp8l2AyfCTjW6!)8&QuV{kZ1Jwx1y~}A
z(2pg3WW+2!>2I$Jv2|71vF+H;=9rz!TZ9NS>k0vE$JxXrCtZby+Z7BefpS@&5)?ru
zt~Y1~^_^?9Zv9`No^K_rOWTpiTV<z(hvi{1Y6Ik}=q6+mBv}SBHp7&ndUfk`WJsM_
ztP&;zMo?{a-%Tz>!2^&Ujl4P;0|VShSWRgB8Bp1n^zWze>%WqYD+3kjH?}2kjv+UZ
zKcL8S>kCD>I+8bhQ#IKq0Na87c%8i#Qgib*bdV?IwZQKffV<9LR1D~k|2o3z{L7;P
zP=AKoBS=n^Y2Y$4Sn~)B6nNL=)Es*kKHoDy<}^5^H(=c;y`=%5x4u$o&ImbjE`e9o
zh?}_?_!1E%gXlAn?_gsw=yLHc(6mlcTJ+=fw)krpD$&+BDa(m%1(zd*0vip7ZlECU
zFkG||H67ie_Q1e~6k<}yDumFK`mdnptG`$?Q`1L4N+~`H0)_smlPn~u1uMNjHU(EY
zihQHhf&|@jZIosalW-M~ha7!vsadDNw!XD!Q5*!>yCn@+6^mSgt|cwC^oXatz#OBJ
z+?8QS0Quk#<)=9au6SrCgW#!SL=9<Ak-m9TZWw7LOgLgj<wZ<s*Ccm-+<WarbE-Vf
zIvNU`s!0#7CC07q(MWZjni|Pd0C1{SQv!*b%W<HBN&2afFvxaM0lJ<SgwVyWX(GB-
zCD<`s`hloMY38FJ(RQn37P<eaQlN<1m*sRH%(#-P>fzTidZp`H%j+-OMp+duBB`9r
zQp!UCkCC3p>dGs{Jyfd<w@moNj16A4imji^wI13oCCnlcv%atVHjZK_F!f2HJ*q__
z-6I52hEN-hkO~49x0&@#-<OTXclwqOPJ>w7<9}D64)m)Rfw_P7@A8EX6Yx)E?5K8Q
zIqz%~0$2%`nav`j(GM+#?E+Aad+}7hVnUb|S5Xyco`raPR+Q>;WE!cAmJ889glFq$
zFSDY;Ntes@j^>tt(F0(iO{;b%_mpp8g0lriQu@ZpD`bZ!oeHeI1Ms;`2E&R{*x~4W
z$(YJC2=VKzltsj!_KDZKVk<7ZrPQ?^^gg$4X24Xg;m}c-J~s*`wJEpXR`RpAgoKZ6
zF<`4=Tg<}+!oDTMB*HLSkgV+KD6JXkdWt~L133{4U<Qy;Pyfecul7vK@E_(V-$@ZJ
zK-uEY@jn_f{hMQwNhTQfg;VPVA3}_G1$dctpxGqw2aPe%|0|Ilz&~Bp7SiYefu+(I
zrnBhquP~Y53r>H{WYCX=`J^VTDKUsQeqaY>Dm8V^dN=0;5A1e;Ju#1ZxBQ5JGQOJk
zBYTd0N$tvGvNzI79atRE4%F5=neP^*II%eFj791{k!w&@^LiSFaO$G>I45P5eq?Xx
z6Ku*H-&r(O<gBI02`HWbb(K0+c?lbey9Qvy%-~9KbRxAnbi++CC+dFkFsMAj-7KV5
zwv+b6ikge=NYE_ky8JMju&LF7$ssF-H6)0XK-L==Ou<1)`0vtOgBoCH`nxWDSEkg_
z=qJ!ax})xV5MQAsjh2*Z<P^Wj5MA9^RT1**3#o~7j%`jBcVb&p!q;d3>wNG@jKvHC
z1=kSpjCV$Dv49`Rnh8+xZn(Swr}-E>vGWs@q#CzS>kn&2lblRzd)9%T3qMYFn$!#l
z>=Cx8vBJ+%0Ka$mM3YFb+Z^gBcv3DG@G^ctMa!$Z&7dD+W>r$j_X3ypv$$_zZu9fk
zwe~y~bp{|?|A;60mW6h)v>ww*tBHb+bf_Hg`yWMd5bdwKiY<hz2J1)#t7hI?YN!m~
z+)+G%Y?xaef2j@ICgS7Q`+fd>G5TP*ZvCkc;+>)xA&P~zr5u4*&->*&Uc^V*o=qZC
z#6&*OYvs6SW$cc)y2`ItkmBS9G27Fi29RD9y3-_EJ8A^*QbXRPTDG(jjXW|5rlFVs
zb~v{}Rcp+sTx_*^rLgm2jk%I#LYVIOaB0;33h{7GAVzO6PnGW`fIvdW)m`alS9@fx
zK!{^ZL4#x}i-KTJ#O52WY3{0yP%9Y|`brT~HE9R09;5D%0=m8AGXKIbweyiy!yPM$
zKl69m3O^mt>%0V~AOANxO<u&ubKU2Yn2}0mk6mu~#X+sx9yhi<8V0N0M<uHOQH9mc
zw(gMw^sFQ^r7UWpElhpC1J4!5S6>L`;(+I9VObz)Mwy}!Dyy$=9EDpymIT*DUp}~G
zXT8_NNIzXty3@p`MC1#4ksZ3Ivmjr~@JxH_OE4}esFJ9f#-!b>4Y?J7aGq%ujN0i$
z3Lc7rd`q&p=9yJHD;;<SeF-y0YnTg40O@^D+*rbSGhQy(_4es&?|l!pad}Vrr?uzS
zsPud5p(W}wKW60SOq#4CE{U9FF13FR6JdN<Y4E(yq<eW?St2n=F#eN9_xO&9Z&ZA=
z1$T09=9oHrrUT*(y+}u7|D)jynFQ4-0Px*b%ARB{%_Hl)McH~mhLxg``PZvGEgJ#8
z%lUv~3d02Od!^+DkIdwhQJu1d3N5I#A)pcVDCb8q1}Y73GtxLw_OM&I7Q_!KS;v2`
zoulh^D(p(d*P@<r4Z-FWd-0(qDTwA_!QX=4{m5<|gnz8JsQ<V>z~v%7Md$`c+@$3>
zitmgdbf3}nhI0ni5=#i$(;QWpX~QdO<mA@Aeg8^qBB>XNt`6$&J@HSQ-CzjU$smYw
z>;)SeXgU{QA?kJ5G9R_^nIOu7Xu(@5G>{<H?pkcJ{<e4p$ATYtF_O*E$0vh5T(wQA
zDfH4^bP>zKyJmEHWeOmF83;Ra_K>yoEIcN+f=T?A61)!odL=u7YaxB<z^Bd<=_^mt
zu|oYuX+L^K1x;97=&PxKu$HA_fDr!R70$ht2t8p3<8Slm@68kalsc>}{N>X|yy3sz
zy*=@KI~*wCqR8wRToDtA3vR1A8eoA~4}+i*Y9i_Q8fL*2s0Q}OZiMhNYRW2O57sYF
zA+A}0{*F2%&<Jb`;3PRb6I|Ja1Xv~MZJQJ{>Ex3P8gSC_d6|n*d&J?{cBLC;-*BHC
z;pTco6gl?83zkW=5vm#fShKJVG^&7F3TwTfP|f2mB;1gd_waY3*r|hN+lHDdmpz-~
z!r@O8V9S4a@6x(`U}}sE00}n_zTOr2|8VQxFPOmmefaQ1u<+?1GWTwh)jQvm-iV&?
zX{PnJ<ZS5*m>L^OA%G1u^PoP`Pu3BPBe&>~u8<{v8p^b+k1ppsuiX89%3JY8o*7#@
z%j>dP?v2RkNrQsG?@wZ5B6ZmEzP~t@io%lz8p~$i9MuK`@C3Skjir!ot)?A~aCnJ)
zvKT57+1_nIHk#GJW`kZ|m`0EeWuACAZ7@ouVNy6R{${23UC<V)&MFEOD(AoT=)33P
zzxyWctjOy4Pvc+8E*aDGp{ir)h?xspSwjKK1kI6snP{eH#khG3)YK^5j=q2j2I6k7
z(6f%*14K3G57U%lB?|eK*UovG5Nc5mgdWm-g&Xr~nf3TF_2-i6xrODu$`!dn`FP4o
zLxeaW<rqXYPrlA;vhim73!vo}^<5zO7(rp^DE3VA(H@QA3^!peJ%<YUtPB@V8OKyS
zRyfO!hrLZp7_&To1dWz^LAfBOF0`akQ{hrap7jnF*^G3H1^ahz&n;B&H*pbzidkx>
zd4(!KUD2v+`~}CGD1F@VvADrZH9`J}5<*Y2rcCBp7Z3v$g$(XTT6i`pyDdI@$6&Lg
z6e(Bv*#fKcA@Q-YM_PEmzRrZKO1gL3;L)r*Rtn36y`-8hRh7)Kh&92wq3SN>n>+?0
z<1@<8k0kw?Q4~Xt5v(d+7VnBUP|5f~siiwtendel_!S}VSVa=|ky|iv_%M2?Lo+tY
zl}NgVa63szPeNrZD1Ub~-kTxrhV^fY62-I4r}oDT?^!?I{}zFUx%dYWeH{%*(;!Eb
zW+=ndM@lxTpRT^@olRt}>588aSMGrnM!H<#5p+WsYfg?!-pms!VMU{vJ{Axe4WaZ+
zOQ2B7kOoiC;mMP-AcG&qyDD4M!NNaqJC`*Rf~(RmYXPg9J!F)&+e%MSqIrf6dn7A9
z23}yvenTz#=$Dj61aT}x6$?*3B2QI|QR94$3}j8{+8o^<kHBjIvY&Fh(0kfKkXAoe
zST6F+ui(GdM0zSx%WwZyWLyx0geSLtKc!o<Fh`QzddU>dC}TO3uQSb+@~YzAr@tb*
zGpJ;aWXaLcW3{K<ZutTv;}Df75RLF@5x>9e=@5V6AIO_ukk8Unq~|(NMvJ2LfRVeF
z^IJoppplBQBG3hrh89Da+8=gA4Oiw>fuFAyv=P%e+pbTq@2$9K9#HSUIcorA8a`R#
zqhU*z*w2#><t;T@ZBtoZr~ZCG^4dxpP4B5rpwe&u*l*MNI2M{8=I>qBoj4OAdSO}-
zPoR>#^<)P9_@M3?R3g&P{K67J>Jx61x|8pAoC+bC<7?@vDD*B*tBn*@+&tU3Q4#J&
zW_c8}wh(i%hnj{{-~b9~VN_|THX)324O2ot*$7kP#RmGOCQO!hdzl1NcARFM^ptH_
zNqTgsSXI*(f6mofJ}Wr_<`=pfqrd~5o50M&E*zG|%LCP|U1PT?(;S_k9^sO;JEa3p
zhk6fDDbAN6>>0aG3@X0^=kEAe&Hux@`k$L>!~-o&20MpI2}6o5TUUcrS)6-W#>_~I
znjWmD-JWSn6GA-!V<F?%L^C=LStI2)^M~4uzq)$i>`9*PVb7>3C;>H6B`1pkuFRc2
ze|^~?6*5V|B9L;1-}onR_JNWT+V%3K*wzzAJ}bm}f#knN;lH_*n1xn0e;%qOreH;s
zN-jLEiDO|dZtm=}owqKUPsQpCI?T_o@(5b7@9irLBgDZmY0`<`iMQ;mc=-6=!tEU>
z_0BZmvi^^+ZaeA^UtK9Ig~e0VNaz!d*eiJ>AZdxQ>6JTx=ii=C-JRB+tCYGdD|={?
z>^l0@yD@r=!)BiOVl)xog8t2$UqkTD)W7{g6h3HrKqvtKcaG=z(er;g>t;A~jB4|`
zWn+~85z8)8HS~eXG;++$yr;=Gb(5Fxhh)E~%6(nKTchPTpCP?7T=E_i`!A#bFL{Tu
zvmIXYCqfPDz^0?VxqMw*pjP?|pyIi2q%tZfyP5!@9lO(5;97l!Pc+3v_kVNVNcHOO
zmc9HQv~aa&+f(+OFK2<vBn%&*+o<(wRpuQPR^v1PYSk_Kr=$NhP|l}Qu~_Ry7JlV9
zOHw`SVEw7hEk<!xEL|K<<8?|R&5k?HlVFhD6>0c#Z(Iq&sR6;37U{KAyi1G^wNi5(
z8b{4WwhAU5na+nTVW@VYZ4Nn78ONGAK`JJ?97yaH8=QklbRG_09#gUWCLK*4)5C0h
zcLjA(-L^~L-d%~dO_DR&sDZ|S%nD6twM!y!)Z1#_NHpeQyoyX`ln`sCvGZ^;!03j)
zz%_a7<cr$pM@L%l|1%3jJmxrA+08>W>sH}AT>~6!dv%v0J!LZIzx04%`>#7s`~r&6
zE&eet-;WA>sXNmJINbZ4WPUFlR|Sw&qeE}4S+5AIk*<xN-*%|~5fU;y{C7ymSI3x_
z3(D#v?=Jq7%|=!~jZQKP$-LQpO6qnV;S6Msc$ZXE_)mm1-)db?8TEpmT3BFYh(70j
z_ucb9Fun%WT=N>H*D;)c1!;}$Z33W{U8Qck(P`430}$y}(;kTqIe@Qlu8v+<iTiUl
z@N&1x#8-O2Q<wP8GX5wZYi%2nV=?i3KA*FdB?iA5ZK$cSo^9O!{g3Oj{M{Mn2^1f!
zeD;5sdc!t;7`Im*s!lUD8hiW5fQOR2yjeo~xvjsU+FCP_>}+{<U4bRP0oFev**K&0
z|IKeVZ!-+>Ct`Lo#dzH{#-9`ZwzFkBj$Bo(pzE*feltfY>A?2Z*7~)icoSR)i5THn
zGd%^tNHU07C6f$Nj>o6^42jZbvgwJ-D(@I7nEF=GvIZh(VGlnJH8WK_Vt_bhm2Cu`
z8W(uT&myfw2BReH_$?FIM?>09nz2LoWQa#BqWaSYk!Q>0oU~}FPN<{h=kd)zonYW$
z{eScIC72qWswOsRHOVODrjC_E0H^Aw#J%p5urI{-T3%I2lL2iH2kOu=g|2Mly6!1O
zex8#I5F@fl<Yjx+iU#DVR9elDD!VVkfSyibULP*fq<`g!+)?_pW3Y7cnV@vnKQC~M
z(T8wN2&Ue-UQ78rmU0I|DQnQko?v6I-jb)-+@}Dnr2AzuoD|ga`aDB12(h*^_4A#P
zH|(+hp7Xbhj%26q$?G5cBEqaD^o{4kUzDxpa4lo}Ea$4We{k^XsgDB}H6WwGmQ(?c
z;$2b=5Ph+M5r#hx5GvWN5PQ0R>UvH=P_9=tl6k5%tBbb2!7s?MTlA*b#`e5?<x2|j
zW(|dg5w2?T^k?fy1Z78thlyfTk@Xi!R2jkPKk=$+!7H`;rT8FB^wg+fIFKl$ZZpQI
zk?&<lorGRmn^@CxCz2q7=Q~FdQ&(Ij3Uqp1nugw)`oEgxjZ)K%8d4uQO|{e6z6bRy
zRC&$v@{GNN8^}J~A|pD`pm_K5y+`iRkZB9b|AO!h?u7tZA$Ia>UKY7|)2?d+`?}X-
zFhJ<LS^1V<=U^=+e5#BN8BHHh4ST`&b<uyAI2|SXz2~(J5gT}A$=}oV>#xRSxK<|M
zR({}O^xvdCG?$or>Ca|U{-DXd=-e9fipbTqR7foPzu9{OtA9()PRBR3nfEy#FKz*D
zQ{Pl_b8;F^j=regiGS6Xd)Mj`kPRI20MpJzAi7hhNyif_TupRIHPc->+r9rY;LBx^
z`KI1%-U4(tX2|RC^EyV<icV=f(;KENzr>Dn$MfuE%~$v4g$i?gOHEcNJdhgMSGX|k
zsg0WB?dZ80$~i;BsFnME!L)mPXen2(aGfEKQ!iCNQ7PfDCOLavVYW1HgQr}jPoFMH
z*KXP6@_1OFk7>&OZK;Z4W}#D&v%%?GmCwXg{`8yC`v(k%_63duPn4xF-3Q%cm=3Ip
zhp{K&E?kYt5b6N9-(pKxlVYu{J8493PtZkvvr41kW`ge35mCL9G77=ucCoYeY_6ha
zRV)xb0{EGpeM)#q{5yLj;IDO;uv-kY^bKw-C(d~s9g5|<<X0Ckz?QpreYu8QD1blQ
zB!qvTM8d#W+zBxJdUfSI`-+Kji;7+YnADs7(9|lco=P$x3hyq5Bql(|ZK)a@>}xS@
zO$qq2TpNV%8WO)!0H{)ubme>+eA@8-8#yhl!KU}6`!uK0fc7`0NR(GpL<neqx;J(Z
zJ3#FMoZ};keyqmyR_Vw82^i5M2734w0Ywmn_&x&Ui24`c<s-S31Wgnu`VwszYkpOS
zQJ{ALu{`xFXGr+Rgy7@G6*1HyjGJHYepvIN#H=SfztL{ePc}=ypn4Xya37l$__sGO
z{RqhUkR-1$U;4K<(CbYUjqnLzIGeZI9?6ZqMUh%xU2`4Qh$<hf9EWYsH?{!2QJcE8
zO}|=?5jr5>NO#XOBB1}ZiPp`pz*)?PjbhZP0_C&Dh_*iK64kv()Oy7Py9Fznrd3*{
z(&+lQRP?HJ86qUmp>DO+e1F^^quI~zAC6ua>jj>4@k9Yqu++^~+M0(ZGs!&Hc#sjD
zt;vCX!TawPn7eKT!%6l&!Y6<=c^*(Xg&hFfH^cd1E0AeJuBhUA@zW$Vk?%H|vhL?b
zc9QMS2;_<F0z0iwG(@!dyl3Z^C|4`Uq}(?*p^YcY7+Ov{Kv%_=q@QwtARhKInek`W
zp^*RH1h7aQ9U-$CGXVVDFuEQ*AO(aB5N;V|X$*Ew_&c2xQN?1BeF8Ou*Hv=dY_#o1
zAh-xtUz(=ba+W%3P+8UzJsP^~o38phn3#7!-J_6dXT|=aZULFJ<dMetZOX<%)!E==
zn03wRA%h1ohg<R7VAFYV-by181G~>QSK~f1k<Dzq#996viKS`uMkZ+C+knL~S*;8F
z7wvgUa51LK7YM|v6vD{dDY9n~I&o>miUNEk^Os0AUsm3@pB>C-0Le<K;CNmjV$-g1
zFJBGHc9x@CyVC_ospEqzh4+j<4fR?ul=q)R5Y8#|Zx(<D=>rEqzh(EB{4k+&WB6Z@
zASj&svxjr_&X#4}4Q3->a%M}cY#gm5euR>t5RD3B5j_KLz}jrD>%B{)1-CmVXO;Eb
zSgAqcr{_EFN2^2rgmqpRSZHXZq?YKyK6Tvlm)-$`K>M7w_n?T+Ld1o5MAiwRjx!qF
zIIunn|Bki>|6~?vZ~7G(Y!BD!!^ujqta?UQ(Z9TJum^TBl;XzbJbJ$xM2^C;E0kgn
zi9kmj@R4(20c%M9_)1QhLfqyc*~5Pl=*>&NN_j27`*aK)x{);H?KlShaz3JjQ>LjR
zk~Z3RF4s)}!v2D-Z#;Yvp$leClyxOX?r0fq?CLN0Aee2n<K&@IBWTW6;bGIcx|BwO
zKOp$HmRoQc2%5M|$ie|WEx-6(n9V<au0MhZ6FwvvReYq)Rb%C)%8B0ZDUaPd4$&^)
zZz5@Ms>uVNXiYXBRnJux*F_CxwzYbWOY&Fdb@u8qsWwx5PTP#Ds5Cq%Vvqf6v|}B9
zNO_NTdwJL8jHjknXU3#k!M8w(jyY*~uZELDm~6SkW#5&_M>M{GMC!WNgUV!$(BqF2
z<DY5hwiHmkT63&+LB6X%j~6pRn8?i86ZKZ_7Tm~W)ne5XfYUmM1L))X$@k2&-!WNa
zGxDfEM_m|N#%wq>f}KBgZtpZomlU)m8>p}wU#@YpT>IwLiC1=ozt3#zgxE<kemzV%
z{s!(y3S_tHw#HiO!W^<2+G}~RC;z)p`J3-@f0+HRkCugJv`nqK1uFV!pVndUNQMKV
zoV+gW*H><9N5wj2$(xEZSSMOLWM9StrTaSSEMN#bjbPyj-)RCDD`~fv6KbgVM7uqT
zI54YXI0pBC6NL>ASS2ghzaB0v=CqAfE((QCDiDlnU`%HePbB|c%KslR@Am<15tMPQ
z4FD1kU-@~|nK+JI?oR^*8+AX~HFTm{(Z;Gp7@A+=Rka3=98tO)kxIIH2?Db4@}x()
zoZp7_R{jP7(dD2Ww{HSNgJ@$BML2jw6ZaC0hF0<*W|dmzL#^rFQU~7eL*#u<{hy)i
z%XzsPeZA#L4}P%a7sMy9OAjGi{p^eD{EUxbP7M1N5t;PXE`+;q&ckrekt}s6(p5uS
zbzUgGh~kBWNT@J8$?4$mPh!d090L~e&nKPJ`D8foB4efFnf3^qkX@vKncwA}Ki~9^
zD;O`UP2&N#0uKE_Wr?T)`#`P*B3y=m^zml;2FxJJDvD|yS^QfZvfvUtlvXgk1Ih5_
zd=eV|)Rt@N9pUlV*y4bu>P35^|DaCh6n}lG_bjd&nRqV}uvwkHgJ}RN%K!N4LwZ^p
zv<xs>^VqnD<GyM0XN5+e>bg;xJL*2XfISJL?P$Xm5-0!67f|7qOa4l*d(pRsft|i0
z+t%8!D`kPwRKVwMLk!f9@6O}Gzr))9o>6*sJ^PgDTvd*87~ct7g0=X?GmI*=z@)n2
zZ2Ah;`R9*@c2*^)2U(oVOrI87;fIoCs5^;^V^Y(9H+=dw?6&m=Xt4iZpZoV4h?<qc
zfP;kZBfCa7dQ?S`?%qc4&*&NKZ>(2~rQPuGyb8v_#OumapW!wiuu@fs2`pFU_l0lN
zs&`%0eAoQDQg^!t_}_1H`}Ncc<nMOzR>Bfx4v66Sb|hLruVNCh!$U{&RSUz|--lD6
zy+w*76ZJpPvZkLHWE+_&X7q58GcjuXf82pl*gd9E-;ITkmp*B^Ai<>*L0q-0h|OFo
zSG)D;$-8}L9mp!C{l|sbpBssjYg?OwQq1X1wf=74`1K}B8icIqjPUbzlPe)2BU~i-
H_T&Et;%rsx
literal 0
HcmV?d00001
diff --git a/log/zPythonScripteTest/err_n_plots_multi/IterPlot__MultiSO_Vp__fwi_FWISO_iterate_m_allshots_5_4.png b/log/zPythonScripteTest/err_n_plots_multi/IterPlot__MultiSO_Vp__fwi_FWISO_iterate_m_allshots_5_4.png
new file mode 100644
index 0000000000000000000000000000000000000000..0d6c93c17a84376b12b4332571c6a28a23f92771
GIT binary patch
literal 33399
zcmagG1yG&KvcFA)KyW94;1)c1aLK|wxCi$|aF<|NI0X0L?(PZh?(XjH{9njE=k9&(
z`R-ShRHas}_0GIA(>>i!|2lp$Qo@LEIB-x<P>7-;pwCcH&y|6{zhIvOpZsEo&wzsR
z<Pin&%R40OCE6!oj$J(@$2wOH?}&xfzHck_5R)T;#JoXuM(dd{(m^I?AQc)h^J~9l
zCNB}v4PwD@Zu1mDeF>cb+v7Q!K|^TU(_p`T(J|K7f08iA#ALreH<dVWW2;3!S+kMA
zE;r!1?y`RJ#@cX>|D76*_M6)0Xy)<vaec4AwQzhpB&66sN!g<HqQIt_6U!^-xSe?M
zENDL(mXHTHTYIH=feCv=@h3n^PrRscwe<-J7hmv+8WGG~LcUpjV&%v*AL*dd!>qxo
zY?X{0e?cq&d_U~f3nJiGB3|E6prH8DfAhgYK@kqO&SCcWuClRt>wU)a80Qx$JncOY
z0q5%Js+E>R4f^}V!518UZ=&{u{QXB?2wy@$p%{Na0TvFz{08<J6ci}V0lsS37|T+g
z@P-1H+kzhki8-Cc_?GbkjO4wJ_Sxjjf69o76itQThKnW*`Tv;FUk@MFOw;t?=p(Z-
zEj%-z(>orr7UAPB)@w<Y6E_OKt0l6AHtWGG@;(1~$>)xNg8H|a;2?MduS<;h>glb?
z=WEFYT~U7YA&au{m7yG!j}eKU=aJF4eVHO66;4sHD-HVpf4Ay7of^wc<F*=;Ps4~P
zcmk=gh~A;FIAndqmNvRGnJnK;v9j3Qclrc#4MBe&{J$=FwS17tYd@jUKGirf?wpM~
z-GGJnuT-AdzA6_}4VPfXU0rX!AhPWBp<;v;(5b)?VRKm4`9GfeT8t(wqsHL)6XVIQ
zqbK(8n?Wd8ZAPD*0r?3fR+mlz=f$`l8`^Y2;{Uy8|6D1d9GpHbdmWTXfpPs#?U@wU
zAC-Elvwj^`9`Sf@(4c8LpQS_|Lc61x(9f8?&z@6xV?|Q<t1g9@RLX!B0(Ji8AA1^J
zhP@3O3-4fT%>?V22j^gj7|glD?T~TfOwG38g=_s6GE@!6tFDbiPNL%bwU>`Ch@v5t
zz+9T0?Ez6#kf+nA?AIc}Wi!_*E>3_PAL~%KUt|;BM58~RIzAgpI=YXR!;sSlEvG9I
z_n`XQZsAIE^r6cYq=U&4^Dl`#m_+!nL2qs*TX`vGj=Ch9%otxhpuDBy`B|Y8APxR%
zJ?_Z)+BNYuX+|ESs}0GlCOX~VA%Ruj?3(wW{$%U^&Q_C+HnLRH+5CP&GLeI|tdO<G
zT;@msIA<QPmV^8azDRqYKw~Vn7Sa!`re`W;(cp!W?~v;YYD!KQzQem7o=3AF+#ZGT
zp>N=tFrCBJx~}cs$_j!nm1ckWXo;XizmDh%b2Si1D}S<BXYJJmCY!}P`@;$*NM1SS
zVGli|Q}Lk`K{FW`F<TD!B+-K4D0zd2G&NfDep6|r|EtPTq|$~;lq4uz>djE4xpqqt
z&%<qxU~&O@>XQBo<hSE&4POuDw=WD`&VTokMMiQ~f@dPdGHdP37s`~PEp>hIoqLOa
z{OIQgN1A%#z*bntB+<6c_NK=Brm2W;>YJ&(p?upbLg_K3G>%A6J*Aw!ZBDBv-HrNz
zhYQ|yak&-CxmS$+UV_Z=S@;56pmI`K8;!Z@dZAfg=5Kb}?wC`)%kxv|%zHg6S?$J3
ze|?prdRF>7cgk>;%dXrT0*6FMVfF3mC*L#4jC^4N_l+>&1yRy>9j14_xo5b!>wRjL
z8w*+-`p4M;?x%bGi8Ih;qJ_WHWC7b|{`v6CIH#x4mF1wZu2V8{$~wworZNEHi?GFX
zxi~KwaceTsC{Fiq^8&e1g%{3lXIy)7kmr-{yU7ain^Ux&QcV}*efEuoN+Vf8a@^$?
zTsY8xO9a_W=jdY7YD$9W8*anmFP3*AS+dx!#zCocS39Nzs+DGVsF>K;2`6_ez&TB|
zKPWtdZoIYX!L^`sSmz}eA1Allo3<YtIH<d7hY#jn4-I5(hle~mM-<c`-u+@EylIr7
z9~q|9R8;YF^|m`o*1XrAkm*X=I0qLMbh2b8gZAZtaTHmVDUSy(*S!$BxY4f|q^WLq
zVsuTrbpu?EeZOJO$WuYYwk?v<`5JXBWd%o2PfiX5a&$Zjm%ipeaoNHQ>glB}>Mx@S
zfHdADlEB9&$jsJN`9j(Q@sBT>G{;+SwM0d;oDUkUCI=fq<?il#1mH{i=>l??C&zop
zB9|G+ir@vAcQMsAH%~3miPCR64vO#1k!v@K-y2Fh37SZbj?OxIprWF>T#<Z;b_>&O
z>qcbaRbOu0i2dT*F)wObuNT_J6NP7bSz;dUx@<sugQ9}STZv~#(9>^7py<)5N6^DM
zNr8LQlgAKQi+Bg)9h(2~P#^5J{=yOSglSOhSh`fo1ua-wljx!K__9NaoyYB~b;)IQ
z9Ag#Ai6tX*EiKIXKC6`;CF<Uk+}(WO08ZY+P(6L6*_0@V#5ekUM=4cfVJ$i-0)M_d
zBEp7a1EwS6;bB#dX;vQ9fd}qsPi{k;qGO|RFBS`{HhAus8)}S1FM>Oy-|RQOFif<R
z;KC<KB@=I&ZE$Y7@o#*(EEnD1IrkE2a8!|`3I-@qV^S;3*bgL?1wuIN!50O($YZP@
z?RI5GPEmF%&D9(>iS8hsrMo`K`Bqv(Y)^OOZHNOGtK)I@=|kj?SS78*WHA*G^VO>C
z)?k5goLierSLkn;%!e|^6R9FwSC7YQ+QW-7TsTX&nr&V=RODl(y!njV)tDnlFRneJ
zD{ZcPy@fKfu{$`?xqkeN|Jui?sFIJ4Lbrh^A<6-s)!5CcwNG_VRflo|eZ%1yb!h3y
zB-+-<dL-6bFjnUfjAUp4UJR~1Gi@%D)<(3!Yq9_`98vbMK<7NiZ!y(M7#yW-VuJCM
zR>N!CrTUzt7!woEU~KTYO%4-kdYYyy4!mN;$?>%m7Y42fit_Vk`9Zou$Xi1#ku2F{
zAz#v58ltX+b8;{^30Ci4^DSfh=RKNOcJ>95zF+LNKI6Xi;r?XF#Lo22i{Eq$Z;JIX
zpKk4sx*Z6VTk~NMEVojV7T?^{W<1Vwmyf2DsF4viI808Ep3ErslKGu!rNY^m`+;X<
ziNLErdoqG|Bh1pVTyewUo(m!dn$9aLdW?dgtR%+i29(n@N3C=@mYVe1T2^yMleqRy
z)QtJ-J@}^~F%lRZZD<UJ*;bOxXSOy{5%n{`leK4g_6usOjkoSv32I8wq^T*NZtQj^
z71emGpQ0X_!3xuxv<^g)RA7F+aSdim6nU)RSt&$KW}AUK<oZSnt)TcHzyW!<SvUaB
zp4WkEk8ZRpnv&nwIPuDKzeI&`eJO^|0=t`fcv{Vjc5pe$G~}bXzG?orFf5AgK7_Pv
zuen~Js&`SP4AuzxqXY;fiZC%5r}gTkPCqZ5s-!Cqh+=XqswSn4w-66Zo=_R0_DvX(
z!n^t1JK(q37QIn<(@wI7%k~!8X(9->YQf<|&b{{PVVKB3cXXWG?WV4yak?S|g2a=3
zak+A8u>&LUo{j?WtVFBXB*@!iW$>u3w@2M?30$N=uGcmf92OIm=0vD{w}&TMx7)wT
zX-0A@5AM4ZE;7+s0hc&?_}zNse1RS6@m_;s@zs`yW%Py6^hovSN%1Nqn|dC39pEY1
zT|yDZv01dmF5HYXB|EtHj2GcxO;#J<cp*2~o?lpKl-kguuC29M)Zf=Py4Jyzz6SI8
zIsp$1vN{$O=004+HFl5n^sEnWv`(MEIzC>hy5DL}mUjMfb!_W=F2CS<0PNX~$pC(0
zo$bz-nR441B}CUz4qKC(4PFh0&6K<6voC3%Y@b;yOUgXtW?XygL7J;EUxQO=D&h?u
zN4eu-W1gGMP`Z=Fuw*1BmV4!T*}%kTi06^RZZA`?+wqasx&sF3W2gcZx8A-p&~$Wt
z!e~Z{#pLcX<Og_-)4BuNBz99#{k4Ac89P+j3A#O}i+v8e-9ZaHYmq82p66zfA#l^a
zKqV+Gs!{uCelm~aEBD#}&g=IZHYBo4#BfjMZ`vHWtq6@#5d{qVV>r0ArFy689_pLy
z70|Q!WPt{Lw2)8{z8B4oj3TeI?fhs6QRAe!^Hn}+TGmU>)X>s)Gfd{W+U#!*rt|^9
zhHZG;hv@Q5YQU919U}Y*i2oUrT2e-J^{MCSdQJ>e%0N1qCtp^F8ov*GZKK=tRh5|B
zmf><9@>bolWfl1|&B~mY<dCe!GZk_aCDuLF=dwrTs#YXHmbx!H=?Snm3!bg5p*uY5
zx=(cRlPQ<wFWE5QKlGMw^ZFBCGpzU5wg{FOKw#xq-A{g3`tVoAejTmyZnLB6ivEgO
z5kUB(A(BXI809F4m3Y+@rK#_QKdfM$3K18#@iP!LvCY~~b7yM4W*fCvVYQGC`WT1L
zm#bs?DYzTwEsyzG>4Nz1hmCNLhE9rY5Kw`0_@9{$bJ|3<fhMhK-q}5&8s~Q+1H>sC
zPYj<@%6DUdNEYFJn=e<pu{ym$ggoX2QDzB~;7lkcVfSE4(((DbVaBZL@J0k_)P#(>
zASuk8n0~XIq0YP_*W3A<fF31t3G&YwUQWTdOsDxwA;ugBVD1p!qj~O&Mpbq7!^^Z0
zr}IU}Nc-K%lR3G<30A9JhVS=RQSi8QQ?<4e5hE66`7Um5w_X=uIXCDLb6~IVvkN5E
zt>;=!)(f(=O26=5c|xyQ)K@H?&(Q5pSGbOhDHRpEEdFNm+su;7>XiL}-mPSQtc3bx
ze#o~wDODSNYD0w@L!;Ev?AzI1D@T*fK5GxvJ8O~DZ1cw(hTw;uHpx**ayhoyTRq~i
zcbo>Dz(qsZW3xXCKJRUEIf-_#Ga5mruhms(%lw42)zhe2VS<h-`NsWHk}cuDIN-?%
zeia`(pOfa{_JZ8ooFIq1VSnH7b@(;OD};}W%>;M0{j+PyF104Dhr{i;ytkdFz}S@*
zS}uD<O%tuE5@q+O)C8~_?)6r{5UHu2BbkBPS{WqG{22{6^7ew_u3U&fetJQp)yNZB
z3WU`;1kfW9NV_VEtb`grhibL*-A|9~A)C=nAInU!`_M<*9hSQ;AV%GkX)~2;l%69m
zw2h6Ci_D21)1Jks>FL%@Suf<b?F8azvQ>q65TiR^^KO4z+b&!SH^#_PshE#0%SZb6
z<C={oBex++?K<lh{TxxQ3UYE)+AXZaRCtpkre)6%z1hPA-ukP@)qA`75h&oQ6-|~W
zn7N^xr}qi&9EBN2k=A}Q0#)!ZYO}kqR<uATvwQBH$1D?;C!x=9qleI&n!Qm|X$*tZ
z+7%2i9(-Kezu7R=a;wQOjXobK<Y~E>PIlRLC64=WfA|7vvvaygxnZhwm(?5&`QtAi
z|H;=+8CLA^=m>$lynI|HgZAyx@eB})@Sf~S5OW;<0xL;17`C+M0#5S&P8<kQk0Zi`
zV>9!TG1MyE&id;DAe#vU?<krid9n8viuBGC^ywR!t8{Gj6~^|F@ch3cZE;?$rUm1(
z<@-f3JSO*tEphZ!E+sm5mF9Ik*P8*-*a|2^8PN%k0eHT$x%u)sFSof0D{4jns;s2s
zT&iFmHmxeR>otY@<y_5NojoDm0M`vaV=NAPs?Fi=hPA4^ZZ_1%7&z;0`}ehvf<m34
z+vQa+GB2;?aHp|SGF=wt$Ws`)_#KEUs!uHF#~;|iyMrhFv4jD@4G@pZ2Bt{WY^YUt
z_?-@1$u<Y$+GpE+1oX;BlT8aZt0VsKbhRs89qv;(ax>)P74{Z=;`HvIAaAeHMKa)M
zaSw3XH+P14!NDJQ_ptTH*4=hx8P=bjH)r&W^PG2<r#8E&VCO!j7;Yc+lo#OXKQ0B1
zwBy;x&=bdT8%~i$-!+)r?EC7ETVy+J$Hszenp>Abc&~d7l5F%I+{nzQG4P#?ngZw&
zPA6NGF1DxE@`}#yD}H<AuC_(5?=EP~G--9k40%OD=jPg>4n@cb@t!UYP$Ygx72mJ}
zejF8vSigK6PH?+10K}A4+MmYmE}9DScNh`TTfSR_-lKl?H(VY=9_EtvPh2FU8DcO9
zC2wO?MP@ZmB3BV2^|1`g60N&(8Bq<yNhJ%fQ6^{GH$v0O`hGzpu6h=Wti-C~qtPZv
z=Y1*FCg~4%rcf=bgHkhm3%kR}tL>u4d2H5kxs|HW^w83jS9w5(H@R}}oP~w$p18T)
z9-rj0QsC3zWP5dyHUbB)a!wr&!J<)TIm^008`5xZa#@AFdY;M;@&j!LmRZbKnon31
z-pzL{aEncS0})qTma&isBQRgmP7|gA`KaBT1p$NPN(zj-+adpL7uBDG%~)@?cy}R5
zOVz8TAbT}?QZ@{a?zb8kD-PLQCUC8jIg|JS34WvE)Qai_c~9#t%XpV4U1>fumSJ6o
zP7!33FQKWq3kl26!MKe(>cC^QF(T+G&1yQyxy5=SUr?J<X(z~y546N$((9;0(WX_3
zN)u>9#VM|F*)dp6^7(~k`M=Pm`v_CZ1~^#h2bv1?H$!<q@|umZZaz=ZICZY+Ht=Wo
zTAEB4-x38?0X!coLh5I<Fpopbh>*5rf8%tvD*$r7kf&}+ycs$k%cBl}JCWwJ%`fF6
z4x6oa+=!y(jNf-T(A4lVnkc+GrhbY*)fpVS&(O*5oraeE+u_O&WF$b9=1NKvsIoWb
zS`RhapA^vhGMn}WOM;GPD3as&LE#i3CKFP3$1OnUFU@(fE;mqJvsLnS?z#XpDqDe7
z&jaL~OKbjl@TWedz1;Sr=?^1ihSA5zL3v6R;9f<}#D|pXYC`Up=lgRN*&mu}Gr?2G
zws+T&%;Wdi)T}6Bqs1sg{*ky?G&F3IC(efMc_rIqbDVZtv*4Rx?y_|n&Xsb@AWXGd
z8$47*e3zfM-TELSPM*p(-ac=ATtr^Im}Omu`$^UZqc8;r_*>o3u|r)PRv-zi4e8=B
zvk<XOl_bB>Tlv{pVZ=MNDP&C)A}|6&CZ65@9*OhynhFjdZ>deumuSbRT&UkMvR;0h
z8PU9@xHSxo_wCP#fh0iWdf@i<(sF?#0)p?dxwjq1vG%(1i}qEswBlP|hNDYHVlUSu
zhhtY_9QRpmNkh8Zb3YQl%_H}wCi|l6tL>Q)UX>CnFXOmya-`^mWgwdKK+(nNd${r)
zk;YY%39ZW2898I)2^0B>JV}uh$6#^q-`spFPJbnJ*PNG`G+d%P)7_0%HG6GlD~Xp^
z3cjmUd$=Vaj$?F;U_PD)HW`QlGuyRNi#EPvCk!??f2UQmoBui@XGJR>Rd~0PNRKk)
zxDib7fiEon`O}T91mvi-=W%6zn|oWy5_enNC+kI%bye4S8aF(e#a7cr_qG#rMJPj<
z(XJQ2<~4TmY<4HlCz?1$J_K$ZxH#QIKO9s{@M<;~Slim}m9FjJJKxU1)79&)WbToX
zB^K7}l&a5-47hwzQB;}wRlZpE8ek6f_ZJ&jnCk;^4X3jw56A8C@Z$vw!1de*`0#_;
zn@Dl`hYqE>bHsO(D;?O0+4=j&K2GQDc>x=^?2ai(4M#XkKbD=B)QVhFG;jPHh&y~X
zsi;X7s_pktt{ev2n3!wa1&;h1LWC1(HznQo##ttAjuG}!DB8gGOz?|GK2B^Ga0K+D
zWsE+OD%N8Y#+Sm~icKTyq!{$0T32~GbE>8Nb5(m54n0mAbAna#=eq#w$ybhN_2Er)
z>Rt`Ubld<yjcZTAK%rVu=O8n15jG{*33VVDBlbLuml{f+0Z~<cVc}g*vis;S#=4xc
z@_LsQmI?09Dm9<nY_}<O3*(%`WW$`AF?HTP##=ECE>n=D7h107_kpp=O5o|nrrOGM
z=PX%aJezyR4z~3~4ZBN^4uZt<<PAgD%cUO`rd9hhS|cf+;!{3dC!8jdG}`W_bW_pS
zf6S__t&~pQUuj3Oohsq?a^k)jEy`-D+w5b*&R1(Pzd7f|<E&&q4Ry<sdK>Oml*WL9
zN=%IK2IO6{B|1V#9FYes2E0G4yH&w;hNrsK1nrIbY>StSlD<CewRq_iu>e7p_zYH#
zkz?*W;Xc1=k*trpm?m<6VfWD_J99U+*!mo%z49Hc(CRVbs>B#!6<K-hpqY)t{^~43
zkjm9i8s0Z6ujTKVCj&3tg@hR_4Vk=}Cb~|tpzqS*VNx!~L>!ob0*Q9}*XVLAJpmE-
z+!w(5)I58PsJ&y}G)LxpX&^in4$99VGDU~Ie((4yyH=S56mug7E<?X`Qhojr9yE22
zMVf3(`7+(v1Zgb*%dyYIXV&qWrmlu#tv<lO)>}9D1A=QOaWw(pry$G)+(3-x5fzAP
zx;CWzh7a^qmw3e09*1bb?9GZuPq#yu&|6g2kf^}dOZhZso~Fa6!HI5zd2RKM#bJY*
zwTE9uR)mD7ZP;#yXr$!($P_Rs?C9JU^UjO+{f_~d9<&lSepU><#7*&G9o8D^&l6u+
zKSF0632$l@n7TJmKv9JMaquN*Yj1X_KPg0bFl-so-SDmd(GoA^@F5y*r+EpHZ@FH%
z4^Q|6>KttI2N|#Nz=&!)DXOhiWZ_EjxlPQ98W&eGlCh*OsMmcv<km&V)I(p6_m7|V
z5y6dd1c>F6Y7q|~8qkd+u70>8Y&}5r9nKp^Cf?u#))|HJDX@kxqx1mNarmZ84)Yhc
zf9?<4aPz8$4@kGZUoy1i_oQp`5upqgu)&z%jHy<TG1}|*MDp=f=4>fjUu9eksvBJ>
z+odxsp)g*CCe<*=>-NDJ2g2>WUb&(gC-C6|2NqoUI1OOCMH#g{zB<&P7duccfu)Zj
z>3#N;BZF`r^IQ~7fm;FBou}>h5J69c4EnUnj(F;y=v999!eB}m*N0PywqMBUt<dKA
z93pm>cmZB*C!tz4(%31lE|c#0cmM_?jJXg>@2-oC&8TC;ufsO1XiO&tX#!(H(fXhW
z0)s%k`Oi^xRLjaFlz-8^0%l-5j7sGEYER=`hSCRvHHNCa-mLdb7rEY={bb;JA?u%+
zCt-oioO*PY2$13!6jpfJcCqrBLpNKa1I!<xM!6|CV@tXZha>@iRe9b$9%Srnp?@EO
zr<0A{i@NR+#e#BtWzL|#-|p9~((%1bmGBZ}v6zZK+xWR?Z;#b#t~b6FZEQEns%m+T
zlk4gzA|n6h#B(C+r5I#h0mocJB6J6lbOxeKmV;#AQ9zZV{MS2eq+gFC0?Fv(_yQ6L
zOJd`{|Gd{@(TdOEH}Dl1B=6s*x6dtmf0WXRQv}JqhQ{l1c1+UzZ1Bu>gp)#Lco#az
zB-&{_%%Alv<n63}9O4@S-1v+$M$ai+9;uqI2FnUYpfznP8d1N%*~)@DzhqoX2dJqs
zH5MMaU-{}~j~hx@zsTME&LjDe@(?3F8UQRk`8sUbze;g`mI36=PH6gqC|uleLac@<
z{B$<IOFxwnv4~E=f{@a>EX-bsLe@G>YSe^>DLS%NB><U-EHAYJAJN-@Dcg(%N0tpz
z=7Xmmc^*$MstV0-PyL>;KLCmG)xRGO^=NYc9zWCXE7{H$Y{0`nn3sZJGbZ`-nv2af
z+dg;>Vic2sK`^Sc60EI^PJ%xgH&i42M{BBOIy$M6CYBX=R)oyj(&_f~cz$PLD2A2j
zq(Y18PF92liIW&^3VO~LkfrU@wDjxo21ie${W;HZheD5Ihq@B~%clO?0Ox;O`$!<F
zHdKyNtVDS~-8vb~e5Nru?)}>=RYgJra!^%*on+LZ^)Q^I>*6QQjTSrc6q6qHw6#|S
zVYmxeBXt_@TD}vG!!(xezDhal^_3`BNzbB-h>}<^otfp4r1Fj@!!GA!=B%+5^p3R<
zhkEhd>@TbO%km1Si4iFOVS2;|G~w_rh~8EPL*FGnv9(ZARAodFX?Nh<tGt`Z(b$>S
zoA7m?76{i-8;0Z+E+sSgG=id=2VqKm)<v}6XJuA&v<1n=!ZR0|#X1*@mS$#k-s-`o
z>Jl+%glCoPw?=hi&)CgYFOx^tiz@R77)Nf<J<EOHtfsA?+V=)4IQ)C(9NpQh+8;OY
zxNLvz)SuJD#}fDAA7$4#b#9!oJoGbm+6t@IyBw)hu|Qe|+ipI!6fwp`Xoq-T0oV?!
zt8ICAFox@t%w1Q~4pV?hs1uh0jwV6VuNYPZdMbm}Zas1PnCD?0l?KedCaYotT}QHH
zoDPltB+0&%*zp8E!XIxVBYeWBXTa_7yhH-&AJ@h6fQok>f9%}yEox~p>9<wXvy{Z}
z^B=)Utq4hS6U+{18Z$Y3Ox~@s`evJ>)U_Y@*PaVDoDa9n59SJ0Kx5#@5(H=BgbUTY
znA;Lz@-c>A6LTdqHP4jeCT;u~yV6dm<ZcTQXVfLrW<}#P^c(C&?FN@em0>*H7LdPo
zGQ|&8jp-jd8R|<3Q=b1#hDpU7ExJ8aS?BF6VNgonfbsigqZ-YS>Mq+}8yKEb44!lb
zaQ#tzO9aicwPSN6)lii7Ao*OC+NIVY?6{?tYzd03;|!lJ(L%GIL>?p6`iPG%nwI#0
zB@Q0N=E;oyY|by0e_tH`bI1v$;1u)%!f1^nzo2E(L~2TY4kfn}!8#AY%~1w3yP45~
zX-X4}^s9ch{p6-~6@g$XyxWK&Ml32&5pSj%E*xk6A&G5NSyry!2}0Cb?!{vACV9G~
zJs}@p7PC11?c|!_i2+CRXB+;yP*DLNhv5CJ=5XsU9F5gM-3Zk6fjPctnz!G;dPO8Q
z9xvOTz`SOnAi#B=2B*oOjKWs?TTk8_$-5kZ*{`P|IWd!*3$sN9KT1!^^-DcIezk%r
z^)fZ-4JDCQEQJ1ZKzrYi7ndU0G5l>Bng71&$)y?tySY{jE1MkMU@2L(3^@#_G1zM5
z8>T{enZHkq_-MLEyx^qX8f`0mR+kFBHrI#vEM5QHC90AtfXC74t8L&%3skgMA(LHw
z!|=cfBqaS347l_E{ibaQJ+tnnPyWtBWQCp>qe&(`s&}}H{LEX>6`OBahZ3`_!MV63
zad*W&6}c-pFYtFiqkn~wO?qZFF-!9EnkYp*xAn9sGt!|kG*EGKaD_w*b(ta4cD~L$
zy=8Z-kOn%n0veOcY^%*gg-(dE6A&Q@sDXR(is&5<?%LM!Sjo_HhWWWWg5Elf$9A;h
z9Q~dGY8jMS3zNz_S64^K^L3I}W1c?LK-oMkaxEU<5N8KUjCx;_A2=T_!E+qULrSu1
zd>WXzAwocK=J2zU)w0hvq(8nX)vXJFknmU$O-JLNGZuB#rW5C-VpqA6niD_7RH|;T
zVka~os@=MV^>?D^)Gpf9;N7kQm;eSfEFS68bldipLJDVSvi32);d6K`4BA}OLY7Wu
za~G_$6O=1Ta2b__=~yZ8f$w>+oS>#w0@tq%49wm~2k1vC<gua-c^`dWuxYuXn>ZdM
zv1mHK?(p%s!q)t7RBeGbog-H_X3ENYy9uPiu16heNtAe#){DRJ_j4tZfqDahg=418
z7i1MO#P!EwY;^{Ja43@RJszngbhtFW!f=CbbpIZC;)mrTdv&ysj`d!R`>w1!y#gE1
z$L#XxDcJnm%x=68u4^RJIhU2I2mAXYpeSN7QMh^7a=qYqLk1MBL`i?x-`}<M=8Zn-
zYnsJ-nd9z8ig|mYi=;F1@9)Hd->_#d9S?uw?&*G&4&PZIg6y4<vF#yoe6?Xp(*y8D
z>)FYa-8=v}eS<{NXqc)*?NFin8FdZY=8JJZl@F^kDp}c`Mt^rme^hrHD=>v2R&CP8
zRnz<%qFhr|ESi@9aXZ^ZX`SuQvCOS!N^&yhe-6<J{t&}lFYyl3yIRUgP_>s#VY9FF
zn|c7*xw1rjl6>7K4CqN!bu$`XIQAh0C#7HAa#GtOZxz9nZNdhsw0-(QIFNjKYV<Y3
z#t4t@ikRBx?-VnC&E^3X$t3MSjjYZZG4uHV2Z+`!oOmpk5B<=;QwQYJEQo+K>a1K1
z+P1}dN@vO`xfVU7`Ymu8uxf1&_&}JLk;i%TO|w7lrDyB}5pj*{{g2k7)tYiX=X04n
z2Eb6A5m`z1KT}hOnS)-hI2Oma(M<yYZI`_VsNaLzw!3q4=kPc%knx5MkGq8NxWO@I
zdjQ;%7?}l%O7Qgk?0cgnXFWj8^f09gV)V-cACI%VtN71q64ramu&56F!J94r4R227
z9!rAC^|q#so1BW>v;jmKOF$QUwe$mEO)++7Tjn!ZEcwG#78hmxT-ULNhWAaJ_jOKZ
z>*&(&RE8T?fG2YS&>Nt$@tKZek>OLSF7i1rPx(G??}NiyqPug+{eY$J_ayuNmn!-9
z{}-O55RWc!-VM{jz+7j`w;huv$9=_p*W0^s&v{ex&|j!EU!eAVLG!{ZEtpHBuv0kl
zuk?XIGHr@C=xi@k+m*h4(VIyM*B%hAK#TzH8?AnRk-Jx?Qj(ji0b*W@7((X0JQ1Y`
z+#Iga0J3a-{TD^mw{^((Cs~P{RWrpY+xItGh7~}`ADdp2M5$J{BZ=KQT0v=|yU0ae
zRJS+LR#<mI-+Rx7V%RA#EXH8timHpevDHe-Bd<6160HE^eJIV(%rKk#u7)@S&L#D{
zfV(t%Msy<<&Tl^z+&3|?tkjqlp0i6V>kaN%3-YSJ*NPLwTlqAK-ubo-cL`cP6;l{f
zd{RR+fTic^ecs@zy{2e)|B89B6fA8LPebK0%^1F^2Bzhr0eR-;bT3E8dQ+<E?qn2z
zt8ed-LzK)HG&qVk?k=Qg>FBZ_sKP{O@6FDD8t^M#Z8Ksg_jbdHyK~tQW_+hZLl}Zl
z&bu}MqPQ`h&2Pum0+tI@1pR=I>%^n&Oef6axt+IGr0bQ`;y>ON-`mey8f$C2-65UI
zX5jz1h$LE!&O_qekmzw89$b|$G1rT7CjrJ%hT|3)jm@dEO2`1`)(7a6a5>6D^ruD^
zR3bEgh>#Z5oG$^xy<R~EHrlvD`u)yaovEzs??o@?hs{)U0%twdnM$7kUNvhiFT!DA
z%nm8LG9SQ1_(o25hpu22c!MFDPL73H{-3^|5~TvDZ;N-q!TRykN+nKfI`>T-eRTI8
z-1r6NP2}(azPgsy;B4xmWDNUQ6ojSk<KdtD8eCkPSy-FdUy9@U++`Jjtl3s4{UBmd
z0P0$utS72f?wUE_I$vxHfa>h_q#v%Xe$e|FtwKJNlND@C>LQV)#>LgLn6lm!E>Ctz
zULXUr6Jc`fMnosqtTQ^=ek7ZNz7VsS!otGGviU`l-MVB}lBL{;?o#d93?y5(qe$y`
zMzJEGvBXQZD8tqA=Dh8U>`vj&9H9y~r+~6_fo8!67t!#3Mp<?BP<-3rs96xRX@4ns
zoW>s-d0X+B{BHWD)^;|xAW5U{d~d!X84zfg?9_>U65v9a#=3da%G=6Ir%EPw!SMWY
z(x4?oA9weYQ11~#TgQji4jUKJQZcZM4a*65a(P8P3pkOsBhHu#O=ca!YCmfb#wMqh
z*TbP#&obVx)GL<`1$`irGP6rVXRceZ`!ur0kcLG5sL$#IueQ3~1%>z-^==ZKi8s0~
zqk>K^n-*s3s#G0io4D`7F{#;NGTDunC$63g2frsvmF5Ai1Pv>g{>w!sVk(+m0>)K7
zYy}9!z~%6YP2sxJLha5N28cY~Nb#DR@$=8;`giYGxG;t-7DaO%jotvr@I6g$)9H_c
zQTp2@XbPKydCQ)tM7G&ey(dZu__3z>D`M0{`~AyjFB&V;*|nDs0cla=waGy;*p)SQ
z)l{Vlyu-Wi<^$>H-l+EU<eE^>Bu}*-c&nwAK}6&hB6H-AHt{^;(%JhMk#vBh!Ns@>
zCi4W5wB<^b2(|4p-bcqmc^NMgN^=4}Pboa_E9nRuyoR?2-8{+ZO4Pjn;U#{`_MDcc
zk4EM3$I8MBSbfAk<Es)!-wjr;b&(sN>xZVZbBc+D%a^ElZpshv?jMZ-%~n^0f@b3p
z;9dJ4g*JuvQ^tmgjuI`~$#l7wZRIckjCVTSbU6x<ddHe?0bJrhRi_U?nmL9Bs!=Ro
zzl3}zxK+`de?Zy+mMg%`#gI5`cc$tlg#P**Ff9A6X}7uBg0c-7=iMWFQ&aR$uLv%G
z-6^%{WOh*T2DM4Fp_3zcr^3BzPVo9xoZ;~;6mzNk{#z(y-qC)jpz6+Wf#)7y;0a0s
zGPSNWJ@~aX+@hNOrEW1ntaLf)x2|KOa{m5slgDkz1y?8L4=N{;g?_$)fEG+k-POtI
zd`LW!sWHd%n+(jWW&@}f+Tzb%5K%Y3b|X}O!#QFd&(Ab`O|Mo8I9nyH8;ADZ0ctk$
z1uYG=;f9gyG$fvf`qw~-%`87mkCEkWPI|$``Zr)ll@<#lCA#sSkhko&BZh?Whq9rK
z7-O#w;H?*uOC0*5)l5vbug_>HY4;fJt6MsP@Rl3ITFe^Wz}kKxG<)>{r4r)<N-1$d
zHi9>3l>#p<<gR66ITPBv!-1r*RJvGB&i2z$qoW(R``N4xBf&=Cm)hTUIn}G>Hys@o
z@aE5~*vTtI)ZYx$PT}@b71j$e^{?Shd!;h@MYbd<{@hrHJIlBnleZi)KxrarNJdBz
zX^9ADo&>F$QaIzE>%nU``~tj&M}mjTV`8HzfQnja_g9knC$WivD3*rk5F(JS<>0e5
zBg%T-^?7SXB@8R{{$Ny4g9^c0Wv<g+1zXin-oAg+koABF0);Zvh}O(<=~4C+HlpU>
zcgxr9kULjm+2x~SNq_u;Gy5AvsFXVfamuPeQdd3<%bXM@dG?gOGzaw5R}-SEjubt*
zvR_Xb9btXzPn<rUe<XK@_}WMi^eO)Adn@Z~j42h{xxq`UTG{-o-o<G>Hkz!2UJTY;
zUmaidER&I$FWrc!@dG%huL9}Rr=GLF^^EqfDGojz%8n1R-6voZ6CkkC0%vXL&_093
z_+%N<&y-i8A46Z#>hmHw7ftJD-m)+)0h+gH{y4?weZ)J;XxtP^i<f`!$|KWyig5ph
z?mh^|{3}KOvwDQYz0dr=$(UrA?GJ1TXts^=SHl0sACVJvj3j=YE%ch4n->vmn~gnj
z)!EvEfT=K^7W_OaR4EqtYF2MXl3cPBHv|R>j$hY$GTb0(ud*ieMwqB@L|;D2s7IvF
zXYcOURyRbVe#vn?eanx)(!q2bVs%>Os)RH272NnFvwq5$P?8o*ffeOr`m@a9`E5Ls
z=KOzwPESABvy*JF+o-ZCf6%*1JnJC_63WJP6C83~Sqz!#QsWP;2p=XU93~iy)|i~W
zp@rd6${enC&h~J+4P(H3LtYbS9fV`U(197K)Z;p;2w<*{rRXRu^Pl<=6SinNv@=0E
z9}+=e!4>pL`(q|7Vr0yFYffgiI_eW4J@|UKM=k~^<)6T?=HmY#j{jM|KU*JX1L`DY
z{`_KV5WYs#phtF6>~&DKqNtJR)DLSv%Hsw9P$g6BjTZ_eW+8s{bsQ==io&@7quvpz
zz&C3=9D?BXH2hM+K`V`jQ3_x!?(~dc!^M%EGW%Aeq()|p{Sn(?f^VA^0h<4%wYE&q
zwBGi~el3T)6$$fM{pZIh10ZORJ55;sCHTWXY1ZqOciMR{PdGvZfY&WY;h#*qHmQ!%
zykdSwN-^j*g(R`ulIV*+d=6q|QQAC@(TR3a>K0{;R=?^jjYs^gNjS|w(53of2x8FK
zQ0g<z$*Eu4W!eW{{ZYa#y(XCIcpTN2UBK%z9k|I!Tw1VY=`T?J7y8hKz^ZZo!#V(S
zd1gs45;@%66TKC8iZUXp7*8zuKE6@vsI?ws<%h%`zqf1ByUO&dGRC3GtkRZ;*djJ&
zq6AAJNdgaiD$Fy;iWUglmX->N|2|G|EmV$+>)jTole`l_kESR@6gBjo^VC#kmYTWC
zjf^U}Qexn}QZzCr-0uY0I4ZZoop)c<Vv`XXClY;F9S2bVO<eyDWt#yg{a<MCmsidC
z?-OU=@UTaZPHIeE_{kHgp|P0)K#&P7--Gg48s`-gRk-UI*o`&f3mxfCiH*$aRGW~O
z&lz~bjU8OGiEF&2XBcYy2^mMMGBSj86KG3`T5X4{$tN(jjU*kF60Kz0IuO5Wwbi7I
zk-D(-dVF4I?fF@#Wo*hW1?;c~{h<*CfEdIPq=o(oX`??t^aZx;&`B+cIVsR%<`I)g
z1+>G`SrH#-nC;7+TXpr<@*qA0;#TB)5Pg0V*H4!Do-k{F3hk2w$;os7SeJv1Bpm}y
zQ@6~yjZ}~EEJ>{5bmjIMQZl&r>3sNSEQ%=o632LS=19Dbxg9!j&sE!kkTFAWPZhYT
zjA!}|Lv#A648$>rKUz+`@}QRE5DE|-+5k=EnVE?b`kEw7JaP6vVC1o)02tFB@1&f+
z2KCp`{R5x1V@S--(qWo=+jx0)^FeM>QS*vn`q8@VxKkPvpVY{N)TP=(OWDFy<;B{{
zQ)MKd$;E_<lI5;RFus#h$7i(6zJMef)6c1UUylg0E^}S;%)gC_U#I9Qw$Ea_qdOyF
zjx^W1&2A6*IRum9kRD;Nf1%k`$HB1u;xi$R>^KB|$d;}==hdINJk}plF8P7@3W^!~
zkFEbN%i;&cya2R&S1H2=6Y?43Hmu76FFQwLj+BEc;e<u_XosxBZ52fLFbhhBY?eRO
z<XBz2?bomDZ;B9!M2*IVZ4G4_A5C5r`kl?|4nk7aB(#neXA3UM+~2J0e7i%OR;q6d
zx0$G<|I87MBP1d;(j-Kn>|?;SVDuz=sOh)lt|aTRYZ3hfbh9x@3H7bgs1Qu(kVeVJ
z6-Ci}w6UezGXQQtt-}8K=x@G%${%(ry;f1@=P#e{QN|z5C)3+vBw}}V{b==Y7=~db
z(zW8S3Ot&9nmyssX?%jc4jASYc;n!)@pZWZ^5<uJ>{Rn#6CoH^d{CAA##QQM#&bo_
zL^Z?8G!QQQt!jIHvGQGc9rxwJ_%y3&L8Y1KY_@^8j{JrhGj1xvw}2kuI@^>Ol5$$0
zF@^0C1)XJ1fUul&2pgCx3ReutW0B93{XcLanXeJq%@=|vo(W9;t`qe3xT`u<G|O9h
zeGrqRVF|-0&bQy2h9Wycmt%${o`5r|CVI5XIq|(+sXZR0v{lXm)~95>kGiE14^ifg
zvl>zT{IqONZ3(37h@iUon!$1aUC@(;z_)Z%{G7~4D(f_XK2MRs!)4fOkXMnU=?an<
zJyHED?)WoDG=E5O#a}|kKTK0F5)a`e!k_!1T_3cm0=JeYIS>`e@QLJ^<ZER1c+>Ld
zmlbOQoY<YnNaG5W%Rg9sgA?<=ijEoVM{eq8Orb6t&{fJO$g0TXb-S%+Zm7x{VX-a*
zNpT)NCoNn?`Hj)M{4?D<nKs;yYB%iD2VtY|tyEk(B!BROo-j!+cF~iv4QRp=ek@s%
zksfeVf&URId20t3kA>sIR-A-SPj&LCrzHfvNBh-X@i8i<`Ith`G4;8)MUOk2k#wDz
z#Jc#~fPf0vL{FJlC94f^6ift_pMRJ+_!`&Yi141_tMWq_%Y&GEkVtiM6xS#z(8*0l
zNNzg6=SL5`Bn~P`V1pTPj#D|vbftO5l7ly@`YT-8i>9GomLDu1#k060_@}CRfVvLV
z`=?Rs|HH%>fKck(k{yLHD9G?Cl(<%D)m}eWb|6>=JnL6&BL5NpZLRsyQgo(LDx5|F
zGF}dGcu^UmBX`?sWocxmPz937G>JIaJ3_~ATtK2wX(p(*>+`i1t-nT`F<ZKjJP(5o
zMan3|pam>rN$cIF(|6-a|7J*czvRp?2G>F`QHGt<S%UWq(G%3x0f^bn6XgAORrqoK
z|L|ZAAs=AUVFbu?hjs?a_x!ymY&fH&gsJ+VFyXjcuDC7amUy}m*fZi&i(&MX>6(pL
zo6L7!I>XuKDPmJh%fIF20CplUB0Ko5&o+H{K>;6neL1`MG@?V*1{7jV%ab0Xs*)1|
zt_h>ZQDrYL9~)!IYv91pjH{OnBULmg=|A-gTTU3=V-UPH(ul>$<E9QZ+|?EL=9q1h
zEw-ho6qw#q4rvyaPxAJ)pBP#H-DcZ2IG6T(7y<+nCVz4Hzir8%E<T*cRv5q}vA3-~
z^1jLJ_+tbX`t=Fk9Im0wh3dQwi0MF1&KWn+o_!BXlSq-M#DeITxZADopY=NO$2+&@
zll@ojE#G}&nvJ_|nCp`GtlX|;IvlWIAymi8J1;T7-nyClt>f(3UFb94@l@BV*-K)T
zGY4n!emP|%`P%5beb$6t`*Fa>jWnOh(=DB$X6PC8SL&w{&k{8K=*B;f&!W%uf0P-3
zx;-H`ic^o(TZ!yK>AqYM<{6uym}XBR%DAtvvEDrqpD}Xhc!8@!?sX=2WX5Ny=$MHP
zSsBOTql#jQHiju{IWaz_{siMIBmQ@$BW09$9YIkF3kn2yCv=4)Q;4<QrKU`>C0yKG
z6gmCAgQG!Parkp8xlKQ9ZW3li_}WA#8IxR8sc5OOnF4l~`znn!Pgvp4xS)UqMVZE?
z(gegM&Ij~#S{0PBB9Tbj?BL!(fE|)!$vvP={|nN~{RQdi7669XQ`8#|0PJ;I&WnSh
zJwW)o^$Q<BL-9brkS?`JefME|E((6ob3msF0<@TM3tSu)_ubcI0Hmi^mbnKIJh*9Z
zxlp49h66RSXnNI__ED7#^h8C9+#cj;>aPU@IwpdC)$3L{Ch%oT&D~9;L%vl~{*Nb#
zxOX%PN6+m}*cN~m%q9wrwj;wsIJOrZxGKMDU-9lc>92JMJ!1cv2dk3&Qj;<AC*5j1
z_~Sw!6~6m&gY&*?5JV{WJ@-y;8lWr%I@p?Y*4oL$8(nVwE`U7!el^$m!SP@eP;)YW
zUW>8FHB&Ct+XK*=8j$f*D9xP=I2V~HXW(Z)79#$F_DP~3ppC(^iz0+-YrX^!O#+>7
zM-!ZMejU2j>vRvRBMPO89K`SBr+ds^c2MQo@tz*q5Z4}hqVHedtSxYy4+0gAa#JOn
z*3Mx9pm>l1<2GKT)fJ5Ad~elp5+q-f${)$kTmNPG6Y{OP;=kCKuQtm~mbN?4cS7`}
zL}u4n{ps5y4s%XJjmrlD0DrVv7(T4HxO4T?>UV-ffXB0$86}I;-B;cM$@o4Xg=GgZ
zTg>}k+ty@T(V_OmU$h;s?dUyI3K6m<z1L2qVT)D5tc*gE$Qc@@e&K`GoA)x}y}{Rt
zTySENt>x#W4RPVzsmX}1@PSt{LE98J8k6BBL*RxS>Ls!IILi*5d9|-$f~>e!lIHO|
zia3y$5sBNjiVW1D7RRmibc2bL<O|9<>`JdE8j9EwT+&br3dDo(SuO!6yjD=EHh}~x
zcWYs-tk28@xA>Za<T;A7z$~v&`;r<0AyU`<vLIip2Lzt#i>2>pTDMbiKuZX#UgtN&
z+;>yTb%?nxNrl5Gk4_z^>CD_<0upE7aK;|zMXurcWt&bQnK}NQ{ZF3*kOhz;3xZ(q
zM)Ul1fR4OsKpBe5s_2+AoYe^T;z_3|;kdnp44`Jok(dwnU(Xe;Ym5MG?IWc*%BaE2
zqt45<v)`2AvJqM6q9Cw6t=2|_KbTPpznAVnGLKW%0I1<(TU+7<RmC5DC5k2jZ-|<8
z>;EBT{%@?`jpw9gKstfhYI-cI%3Li%GfB)9?-}r~$=2MHlap=ux<WJy<!YiQ$9buJ
z-$A{9I}>o`9*oO*T5nC>sdGk;ibS>NIA4P<6#PzJIaEor(Gt+a1A_ULf+}pFzxBLC
zI1}K*Z24n0jPh&IwNycFxEK3EX}<*5HL-b3%D3N$uhX-{UCWs>x0xIUi&jyKPcXCv
z@Tdwx?Zm{>)M+Y((dvmQ7ud#bQcZ+Fs3-}J-)emOlBsGVEM}U$zV1J=@o5}u@J()5
zwONI)NvS^;dlM!k`#Vd##l8~86180tKDgY0<0>iV<JzREw^y3t3i(S9AX;PA?UvjB
zt7<S;cj4Z6+5?F90R*@EqvzgjhZfszZ`mQMG1mkeRgzu*v^-Bbq@!t`0;n2vcfXQ~
zkvR|0;wk>4UcN6&PTJ117V>I*doRTNbba1_Ff&@v{&bW1@UWHYzwoeh1gNj?Z@1m&
z-48~Wmp!j_q<J0pmIo9=-pNwAFCqemuRL#{dcP{<cH;`U=_HW^Xj`)H=U70ge~NwD
znDY%Ds<$={OTS$#*el3t-{<;E4si44Eh#xVmXHV`ne2A0{tdWaF?-yt{ptOB{?jm|
zpZD_K5_CG;W6iDbjw2lzH8R@5th#tB2Z=i4Qd22o2o>+~SbAf70mF>iXZ~U2CbLe<
zog}YNW!KgdjW>2c#5Im5{eaMuwIQg%*_JF7K+ke7)(kbwQ~ju%&lS;SfimZP?uS2p
z6K$)M6Vfr4JAwh!IMjoUpKysw&FgAwgCTaiv(D48Y>7_ol9C}lJL48)slj+ND6+D$
z{Hi>)t{q9_xx4c~-&U>d&SFOQ{WVqKmsZBl3C1QYL8=-FjF_Yrt(4tXWIMUGSc|45
z-h(|>`()ymRFq%$QF?s5rQyr$m@<?SPM55<`_gZFQEob<Im{|&)>4!{dT)WsK09~0
zd5e+d#+TRD<K}N%_vY2>f?L1mqbBu_3X(XXQZ~J+z>!5`lx1`3@5Kz{u}KH_&p^qj
z%a~R5w3aR7ubH*79#38z@Bfy5@AIqiN+FH4Z5VH7s!ZJRsvXcm3nLJ`7khgu8RZA;
z^6AWuvH1SpWA|LyE+DdJ8NVOS*nt=wE*2#Y)JEH=*V*kDCKtVBjB!pGBk%!m`7m21
zxR&aiO@S3fmQ64U$n$|>KNO#?5T3+S$L<`Y<q$yP5|53DIa<d+12ti4$HU$He8X5b
z70{-w2eheX8cW4}<Z95nwfv4cbTTjiHlqdlq8pV<zCnVymI)UWa6BKC-U5N<EDsyF
z|B2dv@1RRJ@cvy7OrZHy;9?)I%52IJXv$Tb7%idtr^t74XBLCP-Cmx?pm3ph&o@3P
zKX2tV0>EIww<~g$=FxaOKj+m)g(H3cv_1I$_#ri+Y0Zk-0F(%FcpL2JZ!w)O6x}OK
z7dqe-rEbQ&?C0*_P&F*4?2&ip3L3?LqR_;{{cLLUEzp9V<b1C+@9>0y&-e0F%8kx6
z?3=8%)*dc_e&}y6oNq5v(RcDrx2MSNtnSn-=<9DO9y?fffi4Adv>f2{HeOHH1Il67
zp;Z6+`pdOw*Qziod-lBErp0DXELzpXXzZrj((s5G{l|*my0dU5iMF-(^!F{0&Ui=P
zJEC|nY8idyAq}b=rAyT44~1rS;rA3$-r~Vq>dOX&ZL6=-9WWJA-_Cs#_e+=056mY<
zH)GIB8Rr)6>~+%7q0{QsD>Iczn*7#_YVd-<+S|;8cR-%k+FE9VCY)Y^vSK4-awE4_
zl4l(@5jzJ^C8P;iBk#<f4Atu+9xNTy*KLl^+{;<mYDoV#B;Sp9oChFz>wh76pm@5o
z@2pvX%1?@F3+Soso34IOGJN7vylTuB0D)e;5<u|IhkGT^LEH$C`N1!QHu>pf02D8O
z!twFEy6YQ}@pijKg|u7qmZP#>1H2ZGCjr-#G*&{={bGb|LA@A|hVRW>0BY^^!B5wT
z9QuJ)!*qQ>3xJmU$qKMt=2P|77fE+})0h|AV{4n1EmGY25~_hCB9YK#2K1N;LTrj;
z+$i&O(X8VI%*U-`xk3s$OqNI`Ga2>lwIb5F9gYE_vOG6D`X>bBW`yN!?bFMv1|-P=
z+S2>hK}k%Z-(>s^u2ezs*9*+UXo~pVy)Xji@zXZHNeAAu6Lx(Iy*o!!SY_|3=%bU;
z9nXKqDaq4c@@=s6%8%B4>FQUW2{UegDrx^rb&g1Wi|EIeXfC%{>i+i|;OM4Y*K8p&
zvz=9ZT-VVr<|I=F^SAoBRbv%8274@TJVq*t&KQ3__SB=8f2jr9xQN<2nA{gp|DHTC
zKw!(H6U@Xp<vQ0b6sEu#F22TeAPzC2;N=cA6S(wSB84nU6zuRZvuo8(<@8WSq2R*l
zRNYGXoUbK;+0Ez5D1MF#rF?zqB{Yj2pTw!f!@mE>;az=eB--Uyru#WVhuwXQQm;!@
z<)?ZM9ejyAnu%bFY70A?0)|7Kzo@OMzngKe8LL&hK_Bd3O$nT9ln?^(fir`k5IBff
zG_UA2Xe0u9moS}y6z52`ZNZ7<Nso-OBJ_a3_~P#xMuy`ybrj~m6HlGT0)ZvlI-@|x
zn$Se6cV=_x=Mo(9bd2x3lm+sMBb}Do@uZSCiSrr^@iSlAF~-3huai;WG83diDldQk
zF4vACN+5EDmCOi^h?IS2itSsd!=m#|YMd;?X8OvV5^k*WSCmno+1$@D>)KLfCLlae
z5sdiaE^e=7uwq#Ep=kIfnbK;EwS|c^l2w6?HQoDtqDK0>^sC4ox&_?h>O&zL?ujgB
z3;fbmpYcFy6Uf)~$BiOJK{X)wdv@Lm6bt@Q=g@il#u{Jt(QJ4vIWUcmxX*4_)^xIf
z@>DFQA$`-aKt!XDv9XrDOIb;mYb|FsAX6?i3JwID+2ceX65mCptbT4ld72QX*;>vT
z0w=Dl;p-IZtArnIrk6dD8tFkLpT=<^o1>?=I;T&my*5Vbs^3R`FP|#;I<J&MpZ04|
za>_tw!IrNL*4ZbC7=#n}g+5i6)kxc2hS&*JXI=T2FkfhMo%vZ<o-!S2|0lIALV|uN
z@?Ry9zy4F0$8?Dg!jF@=yJAQffxgIiP$<%ymuN)B^NrFL4!X_d^@#fD-UhS;gJHkf
z<ZL>ZzUr&Q6dY8Qs82E^;pSGxUd;07nv!s~2t~xf&(ZB5UO!`8zSw;c_@+Z`MZ;O~
z;WJKn{*w51f>^d5Ej=MkshOsr5!`19$rTd&yvdf#kKD%z9UT404XD_vxm+7)#xG;C
zREY5|X&k%5gtX8_?2PQt;8?Jv&uA{R_-b6H#-WKmSVrDW)+qX<{J*-+Ix5O;ZR3if
zlu9EZ-6@SAB11EDH_{E#4WcyC!_XkzF_g4QGn5Q1p|o_D)b{|s=ji#)Sxf&ASU59#
zKRfR0zJ3=G&P7+mB4wX7ewR|&)Vd>C3{4r!^~8MoZjA0<@AT?1!@M4?zaBWZj2EZ$
z_dx@cBqb3lG<ZXr#;ALRxOf#b?5z|yC9FR?(bfysx}mt^o=<#<PBm^1;buyV_NkCF
z$P0ppWtLw+D3wI4d}uu>h+qj$>QxNR+3d7g+-(nsO&#%&>;)*Wi$?k5hf(i0Q{$9*
zsAB^)tq^qTS)CX*<L>rMEbx(|a)z3-^h+^xr6B7Ges!K{hP*hMSOr?`OsOH$8XLsB
zaCL(;OIzcdVq%6l2@2ETJ&7>ak$iu;E!E&scXgI!d&Qi~2e)f-wjcKPCplE$`xIZ-
z^Mip7>ccO8Hd$j(wyghItE0H5mo-5rXN-~&5qVxZ7LAte(L0PAb?%V+ojFr?{WO!Z
z+1T*_bD6(ZoXOO2&`1VOE|@topE&d2u?gOWRyJKBXmf391Nt<C8#g{DD_TRwbOKLx
zcfuopN42=sl+kd-P;*%)2Ah(%fQsA628~IP6^8|vCxe5=da6#8b_ow`oob&?qr;l`
ztmOG93o`GVnQ1i<ufKZ9BPY5Vh-@J<#5u4VX*4+bJ-qLYO)S$V^MMVIGVEYMhP)g-
z7GN|{fpV@l=w$7x`?U-2x_Z_I^mv~B*35to`DCBr#B?cK$CjiOX|mW8t;y_EXYcVC
z(a?qpyfzYiD<u>h&J!(}ty~Fa)WQ`bx$y=HXzyar1DMXw$b{Bd6R9J%y3ciw#O4f}
zR+5S-p^w?~d_<Gd*<Jb2T8zPPvlK9f!QG$YWM8nx;v?6q*WW79xQwPK?lP;csBx%1
zh0CJTtCmUN9&x1(rgCxbQ=sk(KVCxVOUNYFa?g6JV?1#%Lwj8;9sKROXu<psZTF7_
z2T<1@qp=BS7g5E{i7eaYv^?fjQFdp0#xok^O++BYXb*>E&%9@ej?l!;s9aQ{&&8sl
zz^xMFQJ;{6yR&woRTM$@>fVB;)~FT>D1D0@*9<eQroPE)q)HvIotCg5r}Lxcv&`)5
zQsLlYPvGu>aVBFbPOxoZOXmiWG#mGtc!b;D*J1>)sdE~v^$y^g6%5%bq@1vC6_i(l
zlvTwSm%az_w0kYG^y^S1QT<gXrcCGOx?l3#*m5!XT1>cUw7=f$`tO0xv+4I7V-Sy2
z13|f7vmD{n_F>#53!?1Y8!5Ck?Zx&>q}JFgA9AOK0)L9X4>4)WwXpe!i$uZzWv`M`
zsnA`nwh4KXFc(Ul%p!#%^>C7(EYnd_j5HT_NI0ZY%ohE~2Pc>_6txrgbP9Wy(1)d=
zb}prYjZFN_i(PY|&8O5FK|Jv2cDAhvcFhudilZOo+m3N*P1xjzu9e5wS8wBGFshj7
zINW0KHXAU}zFu!@<bRCIjV0u2X-RjJJR6ZTe_=E0mmNp7l*nEDGF7#g7=})CkyyU#
zp4`I2U?R}w%pM>P*%H~DTADVOE)!LK9Jm6>H;gB$*J;Mqd^6!qQ-Y*M&PI!ymaDu^
zA49RGJCVH_8N!)!KlwRY?q1M`<hDllh%{pR9c2#Mcs|ceNgZZKW`X#h5ye6Y4;8eE
z6ImhMjc=6q^QBvh>hP<~K8U6{a5V9Je}{IGxt?GYvKq5*uTv52#zUYnN4-#L#oyGV
z?*J3Id8>e)<9%H`Cr8|D?pfT%w+R1UHyr)1)(x&Oxo#B{hExVYn*wTF5Sy~mP`usd
z^4jZF>e#jeQ>7|X<>ozkcfDO3gNR%ubNH|;+JHD2p{%p23<WwhOfQ$Y8m~gBIh%EH
ze4L-r5ZO@Nb7rVEi*DzPUoYTzkoSQEA@4U`zw-TsmFS!<*{tO%|Jzx^Je+w7b$3d#
z<+xYjd@5PX!?`9k?E`a=@f`b99NM0?wT@@X(V@`l0xN1;_}S!(D1nK+nq#e^z0Xo*
z-!NZA;SHs|Q+inPCRH)XyL2;bxw?zTo$6-kxZ2vUbPd2<^Y72%_dH$+j_M<k&Lc5B
zUYI8cbzKSKT90<PrJE#?Sja0>GcfojA?Yw~SEcYNiK>#Jvc@N6v?IO&0nKz8)qIO=
zBmAEJq?ka<IR+5rqC%%io?G1N-7O7g1Z<`rmn{l&OAa>l1v~G)HhBPPjk)rvvUV;9
zPfDpG;wKAR2f?C1JZ^`(-`sN_B7)8*V6^$?vM@-Hq&t=ff4-FS`<JE|E|vkfx!(PZ
znmd6#XpHwIwopHMqxe>R98wVVugOgBpDgQgFIB1nG>o}3)SvGM!_7gJzen_Xhwx7T
zez1h(uYGa*-~AjWqWP6gs35~EC9&0g(5~h)-psjGfkZH;+{3z5gI%83d%U`w&iI-y
zltR$BcAxWVeAB4`9nn;ht(|}N=PB-YfJ~@&(nRQwycV7>wd{-$JazLE9PyHpEy<cN
zRzi_Y{iXuGh&bHo(V|`o7f8*W18r++e2%YTarhZESv_0#L7;jO{EdLm#o@kvDt_mQ
zCcG5+-LayAX0e4!Fhmw!HIgZ2D%|O58yZ14liI7nt6^!bq<cI!w~b|r`lMn!hcW)e
zefE`iU6Ah5_i%>@8wP}gKx8$Xdq}MEz4eMD_xa~5eijNlW{)x1HT3GA34kghI_~fu
z>&)+uwtWg(3@ihByyv%L01>GhyHXgFt+QNNwC!UcCP%wd1+R!xuS2LJO94?F(`ZO1
z^A@ZYXmVg7e<Eulq|7s^!D=p}rBl|G0>YWAk5em>TF%VgCXx-Ik)hSn?lJM}_BWD}
z?vln^s+PmB|0<I~L_>jNLM@6k<X=gLItbH(!K(W?MnIF+q3Pu(>=K>Xgay))E10j7
z=6cmFM4NPLYWTinD<ql(9oip7LtD@m21i=B!Vzw2X`~BZ%i!Ln2&oEj&<QT$sY&OV
zF{3T1vb^^%{hPDV_1^Q>v;Qvm=|7t(1S{haVOS)po&|TdY;0lQD+Z|K7+K!CXv?J3
zkA{5buEux_P*^I?kBT?lDf#}lB;Xne?~<g6vUV(DpE;Z0jpD>{iT|`p`J^%ZIMF_f
zBf6I-R~tKWr`7nGfGIk~yB4Ru5J*RxD7NlUov2oEcN*YCkc*+Tw=Z#Ao0GC|rcJir
zZ{za+n22dx-dMl^t|UuYE`fB6E5*z=&Z(d}<ZOlz!&hbncQR53mt1LFj-n#0*mYU$
z#ga3EQQ{iFo&{Ep2@Ql+4jGH0H(ttX84H8~d=g}T&3vHJXTA9Q2yrIn?=c<G;{2YM
zqAzGY_d=yCP!-F@(mPJ{_H2|`&5?hs42x-4V<bN3mU8xk#V{E&He4Tz3gWi<FL+iA
zVl%oy5-K3$Q`wODm|dT#$B05kTIliXE;xyDaohoz5i~z{H)b-EW-$d{I#iR=LOT9+
zDUE!J1G{#X3$##iC@4rx?(5S1euP%FSOTVc2HlvYVGhp=W-J4qT*iYXvl{~{;G(;B
zDY6^<r^Dut<E|_}<^Jp?zVs9dK1&`~KZG`2s^;@ouzWxhb<bkaHk-2wdq|mz0m9sT
zI1y1k>{Qwg)e^`PhXgChH5Cmr!I>+Z`}K>J)EEscWf+Pe(%_}pg4eg53)OQf^A9D`
zM>Qe-b>=#_T{wDK_M0(`$S|ek!e@)wO!PQOw4xyiUn03<Lx|7@tNHBi>`*zkv=<r9
z1L9-!Hcw?-OfpwxsAm9c&qvUMQh^61tKY8HEykSk!<d+lNF}>!MN|iaxh^dADN9$C
zt+n5MNY-xQrhkvz)#cfPd_P)$(9h={ANZ+mU`q1nstz+j<)*cq1`L0&P_k<U@0s%e
zR1(?Gu;%;34kYJtx;6VLDn+<ru!)jP?icjzwm9o&k5W{^Bw-js3Dg0!G;H#YMB14~
z7|Kh-ctO$bg$x)Y{$8|8%s9#_sGsHg=X_VIRi+%|?G3}I>-%Z6{6bocWORsFdDPNY
z`+L-qE0Tlv3GGerwmx#};t_cEdI~wdi)@Of;&}22<+=wX374{^80VWX>D4I~`9=dC
z&v1(@kNf|-Zi1hJbVfxcRoslO%<J5!rj`0xX}gXX7<|9Ri?>3i@%e+Yvh%EuZ+0Uf
z+w9dDjrU>=v0_7Ljqx>itb+=~O+2&{3*$B8Y34zAD>`=4F1pl&rqc>PhXYz-OT>uk
zq%bz==v1;eP#t4gj8V0J$%G8OTMj!crRH+7C|z{7g)^>K9F(G{>d2x6J==0I*YeBM
zK`;7Ff|{@U>aKB9H<5j1b)vu<OWg^Kn<eGya(sQoe7?78wfEiA*B-FObc+@`DF8kG
zfoaZ5gX}vTwm8Kab+Zx#-xH-ZgUCiNn>};kNOnz4+rNm@&1)9`rdw&#(mL%ofI4>x
z_!m++T~9i~Re|!c>jt8^*!suOzzfr_AM|90Tdv@(vo!vCS=H4cR;8Y9GmUr$V0>nJ
z{qhfI;UDp*d?q6sTx_;-qeUs*=Vj${op=b+5&-YQnw?uFP{8)-1`I99jILMcldW{`
z^>(2P7vb9jUv8AYTYn>j0Fh<*%Z{7%Y|F0i)BzkGM{IYpSNZXBvD22w{l}M&YGo5s
zPKkhdfDdRX-oM;BUPB-F^t2(Qh4aPn8Sf|0-iqSZha0||&pICvkMiPks+Y~2Eoq})
zdF=t(#(1^oC4dS^t6;tEL}#Z+rYio{d<t+`FbC6Zn|}mHzeAt{h!jJ>zd>;Ev+PFa
z3&m=^&okWxkYv)`Ebn236AL&2u7+?tPK+!)23lmN2L%NM4fFj3%su=o0umQX-zsJI
z*66CJ0w0mEd;RzrA-E7f_Iw{0smNy@<FHN=$|9!wEkB&WrMQtYY>OSp!^4R*tJ;{J
zFX_K3$$`at;AY6#^eVsjdBPzGi-1}*0*Qb!s(3O>Pf91quduH!&}eS2Mof~SCvaM}
zQ0A7qrGOje8?PhYW_4gklUmCFJ4O8=VE>*W$#%5sZP1F#yR62^^p}Hd0>*jOcT9(m
z8U|NfUhVB1%xE-wi7=V~rYt2Pv|PZ*lvQl~88BV}GNY9Td2tbVX1_C!r6<V&{u6;n
zlg04gbU!$V{0LA`03e;dtU#6zZm}8QBr;25-xM0?^Y}Tt0{44b6%X7ZZ&CJGUdZ3E
zw8F`fc<{mpl(=s3n}k%D%lmWYRA2j}trftAEKpCw9+s1q*N6Zbl{-vtcaph2#wyXM
zGx*+2bi#72H^1&_o9_YWf8wIM=Z)7|p9QQpv%M(&d>}}4KiO))b}090z8=6w5f%kd
zjiVZVcOISnDoPbNs<BXRYi_@uzU>buNDPdgAMD=;oItr2GLL=Tj7)%zZrh8YA*e|@
zze#Vj1PShsZ*0G2v%OCXd*DRg)PV6|bl;cX#hU5U^)LDS$f|j2w>|X1WX;B}pIK}#
zbX9~!<MkX6Z!Ye0sa>Rb>P^?$p90{*B#*^~SDqXOX9ltaz=MEIx$5}pV~q`-fw>3y
zu*bL?3pw3q-Lw2bxi{!`oS`fC99BLo4YyF2ART(cmm(7qcLVY`o&5~9EnJ4`+Jd~3
z47K!#4A~PSW%>$}si8iv3Ku#9_vFuErn`g|Do|WI0vI;OMA-&tto4<)89b%Fp1Hw(
z=hy3@Z#+sXk=e+pvyJ$MnQvGYZeehubSKluJ&M(l94GoALPRwnbq=MrY7cd%g09q_
zGn5)^Ek_<6W`g3M>(mf7AEB%zUhcpJE)NaQ(*efBv#pe!a6G;8*CTsuz3dqCykkC}
zY7@S@=^7nB)zz-Io^~7<pv|o8=NH$!b&b0CZ(yU78?ceBro-jMH=&u`Dx1l?bpAtt
zrBk=QaQMX2=Q601rH2T3a#r#p6rtA;RundaG%6CFssVtXgSfnOQf%M4+};9|yz?6+
zPX&MPe1nY5W~Q+c(Ad=VcBXX>%L^@!RD~Msloun?1o^+awVv$uh29iTjp5hw9WTJ6
z@l_RD1YWh}@kpaPlb(-Bn!)2S-P5K_%I}ZF1S<hqktY7q2xw&YIQ;1~psVh*GF1wT
zxl&=t+caGEe5VF0C6>v&F14>TJ+cutfPVTb^5Y8;QL~g6whO^ig19C5`HkzL4U9~#
zB;yThg0A|SN{E7xmK&4Z)$$1Z3E@gviKk@b-IAe>S)p;AI++7JVgTL8p?$H=lfK?*
zqQ1x1;RyI_?mbv_zHCwk*SlKRH}*UOZLlHf-sat9TzW+<md#$eY`kQ~PSG!er4Hvv
zG?xaNm$(_{CG83mqRr>zN3a=ka4LAsD)bYT)tBzexu@SToiU|kXIVs7HHH_Y$e<pi
z%FX6Sy@AunNHDUAc}M7^rYZZdan4yfF2HqeTWcG4{D5@FKZO-0>o2_UK~&&q(@;Q}
zT<R-A(l`~(c`Brsf*ahvb#S)8!$+J)!iymjqM>2KxND1yR=fo*$+rcXY-00tJ^|d9
z>C0Nfwr!;xk4o<#!y7%4m5uF%)ggj+M(5Sz4!hD*Jw=L76Q&`^=sms%Ye7XtR*!^=
zFE1N5I^jn&kFSXp!Kkqsxn={bfDZy#<)0hY{-RheR80=fudV&yeQHSQan#f<YCL&}
zCsdagVoKm!W7<2Y{)o`)hsdLg=dGmuXRo{Md@tPqA|0p4HjD3>fl-7N#`Q(zM<{#N
zJ)A*+<~2NS)ll{c_U4Lc8#83<-AZi7(g=vdwAkG^v=2XRjE3n%y!F4j$F#iPpz;Kd
z@|{<~2F}cu096>Um$ccHoeJxv89A(m<eByYzSi=mmk4lktln<W_tZV$?~t2khvQ|c
z^XZdI8)lIvy0p`+b%BdtZ-HkbmEQ$u2I%R1Dtkj`Ws;WW*9E*)SHBjZ3Qbg)EC&ds
zZ~@&P#sCWD`*Ck2=MZXKY3+Igum~p2M+p8JZ#X*NbEd5SaT)PxJtnqMt@COrq@a~?
z^cQuS%Z`R=tdCBn=>m-w>AK#&t!3Y;7|vFPm1)zTGj{4$Ff$3FVGm|SHl6-7+Tu|>
zZgRC{U|d*bj1O^d3IlOUm_Nutr^oT=Mykf=C5q=z^uug<CYF(_5T9ro!x9oLf@?|S
z+!)#)rHqDb1C&!O&a&s39Jv;yb(Om`_v*OR?TV8OCBDo}ONNSABt=9pEF=MkDl7Oh
zDZA|{!^7B3sgO}xh<{eWzG$3mxv7yMi@Uu${Mp6(Fh+X{Jrl91g?v*p$nfJ%V{A>@
zDE!T8c7h4-rYxZmN582&!!((E<LP7UN~$p=Ct{#cgcw*(ipu)Z+4uI~vXe*ZV^F6p
zE&x_|C8W7_hM}eD@k(BP?~IPy%$i9~5LkOi&|dKr(^5Yjv&)sDtuG>7gvFhF;WX&M
zo|N`@K$tApe#l1lHf2SMRRMU1vzWH~k#e=;(|oyLB-G~4!x8>NdD)VDrOx<aph_K5
zO`QU4b(6N!+9(d>xbK)27oR~FP}Mh|E7AykhsC1r9=~8?`~eO{Coxij<ts6dYX8(x
z!dzC}m2K`cq!j=!TJ**zG=`cFoeaS{*Kh)BZ{a<`5&BUTtX|@l48aDEM}pkn#k|ED
zvj4GgK*Q!`<MX!S$ZWfMAw_IHa*uobIN0RQNl2D%+3^#?HZ7pR=?xU^rlTL2J8ycg
z+w;f~$Dt_Ry(sXY6^EGKXIA-1&2vrR$r1i3s9?A971O)b433M~JeLxM&oCxX-np|)
zpt*9%`n&=}l^2A(6WHvk7LUD}q?TcL-w35qTkHJy2#S(*nza@lRVBzdfchr{3UZ@K
ztzS5tpuOV)79bfe{xK$X#-oJp@J)XW@m|pi8pDT*(N8BFNTmyMuyNXqx2@9cn#HUc
z<w8TAZ#k~mC(Kz5=An=F!`I}M1B!)Zn7+v%FHs>dr%}QzRnjAy+Dmh2=pn$#<ITF?
z&BYC9wEjy}(zD(XXGZy5kdfsS_va`p?zq>krV;$ihiN3&Kk|K4+EOxi1it@_Oz4`w
z?E9!tsST3v_|55wwQ|3@=t+iCI203KYP4|P3#&Gd1`3}^v(%1HaFmIvTQqZP`rUs3
zzrqP>Aji(($R=WWOO;=#GhJzbA^zz|KF!%e)dKpLJet({l#);)T!JDKxRTJEO#4Aj
zon%f2+ft(!vwaYIfcAs6LIF;q8j1ZvMej;9RG9K6lS*|U11o)4B9TLYd+4!EI0G2(
zyp1Ho443d-@^AP5KUY=v$a3yK?>Do^dRhPAg|gnGIPTmLEu>78QOVhj0Z9jm7wOKZ
z0o2$${<>BD);K<HNhPGhC^df9V%z{YO{45=S$;c|0mGdacnn{g$?_9R1?y*N)#Y;C
z4o3|)dTz>hiQAu;yY#cu2}#33yzsy@E}2#}3sDX!Q?~~DagtGh<@0rveppk>8}mej
z&|tXBeQQY>{qZnNxUsB5#>s@&zk~`*Rs!c^8JjDS#ZHoMb%`E~l6u)rnDaH-A+<(f
zB(yk+QZe(VIQ<ez_?sB?Km%>+nXQ_u`>GYv4N&PytoU6`yt(9QT-DfC{Jt9f1YGtE
zoFUkO>QKru<|2xc1mg<D&KO8v4%tY-L+g+gmAhRQE{QG)i(Mm0=~CHGlD@V`TD-%=
z!HT6ondD)B+FKgLgd$ZGF^4g;MbWj9TT4woZ-(~IO~_@+`pwIO*B!+=x!P)35+$RU
z3d^bM0W}VSZ`JQpTPFsKSPYAh8se@2n;7cZU~9I|b49C<I$8F4(Y%b~U^nwHwzq@f
zfk`|EgPx^GYY>R?sJra5%$As=5lgn(w-fTn2lVZGi?+$hsB2}Ee;%6Tk!Rcg$t`g6
z7O&tsU*Gz81E0gKFW1A}680qY2u1tZ)%S1xX~_bJE=m=-BhhH~xscdsP9rm!?A|z!
zO2|+gi|Omh?96diMKQYDBNPo8s^D(tr=OS#T;mu55|MQgbD`WN^usZ41?w34Z9>pP
zjM5nHs+*Q%y-{pMZ)?MDRTLxTQ>K+M&DDe|e23A1LJIRU#iD0;0po!vF3t-V9?tst
z`>X~8yNvzslFLIiZoBWZ1Tc>JsTjdYhP4t35{4%n1k?B;{4n2CDZ$$pXI^R3?a`rE
zGaiA5Og3o@>S@`|zJ3_dV}!tki+KsYsa)TE^)UalvHK4;%xy7$CFRe{nI;Z=FD#0?
z4%-Xqm4ey3QPa&Lu;MM+{2^3Ke7yQgEMP6<ek2ce#Zc|yZvTiRxx`)iU^37;eOtgd
zg{{L_{`1QE+4K{bckxTVy7;nO7ky=4Y{e%+GA=C{Wf|Gq4buD#jLsx}z10a*-QnJL
zxDJb8<^dSBnno|$0$z;~c-3&D=`gJ5Gw#Iw#U(3}x$J@T+2>@;_ToD@x=yWPfuI?t
zk`=AgcGm(1TejW`#puI<pnD2Vy$b@GGmp7ra0Zb8lhEyJ1?wMs7&FkO@>f~rPk5Fu
zzSWCBc?*5&Dg$P4A?61uk*ow|RN5l?3RrFmLb*ga-Y^86E+c_c$Sg%5Ke3;=Akffm
zn??r33{AVjYh^jR6*E&|s7}wq8K0_IZ$k2x<QLM|kWn;Ld&ZIBbWO@gec>90IA}jj
z0g~DqC7s*EVFER*w2*p6!Myp;-OPP;Z&B+`E~2Lm>FO0Cdni-996!})gOt+n@>nSX
z;|mq*?vUgG=hXmON{nn`>maVN+#TEBrNA3ULA#s<l3~=}vllpGj05;d;KTy#O<^e0
zD5YL!p@XJJcyE~|GX|9skfm1&lm}M&Un%4Xsc5+H$0v9RX+vEG_H3Wl<r+8?WJq(Z
zy`0@DlpM8ub_uCa>ceJWQYF!>>CB!{oz*K6SOc2;dy7#lN=e;~6YKIRKNYdYmx-o0
zFe|h77|CQK)GESbp>ZGyxV4aKqNm^%JFQt9i@9^QL!5)QH_eiX>f0_vai?slmTYC$
zi|Bv6kH0(HgH3>!-T0C@_Mfk_Qh_#@VMpJYl}ui7CI;#RDKyhNg!7{Z7q~7}QSTOF
zFG_vln%2WcPM{<=u~%n_7FV@R>TqHy-Ah&aFsVy@m@w5!Yajh^&nGMq#GK_^GGz7=
z?-v!>Pfh}GYS?qa6bb3Hm+Tbb28M*~i7d{7asq;4NtzUzh7G!0i7~rWLOe!9WTIh&
zw^xgQ1a~=Hkf>*8KkT>#c5SMChT23KSzNmX^QO1cRMVgY$x0jGX_Z7p@>C-IH3zqU
ziT(!yX~g`WFSJ$WAPgKB#8~wi3>~403x#n-21GpPwYK~wQ5B(}p=Bo%u;%lgQcEeH
zRv{J`ehE$-gP3i98n}ovMCF6KSj`8er~FRYh%Q;$w2_9?5S)(Jh3p$h%>(VyCcI90
zL26XeqV~%okhflkO<2od|Cx~hwV{Gn#-0hmb8X58p>ey&94DO03PsGn+|;X=OE$c^
zj8Vg3lx!uHvH|T{9eMUok6{`(^iJ99^ueCUODNp6JFubO;Gi41<_gR9x91}GUsgR@
zK+qqN#ZM8_&Co8x)R_nrA7C($OHjgNP}P>oQ#Nm5HAYSV%DOQ%Q4jeI5by*AEiJ?$
z!jn-^{{;M`b}*HLqO?U*rJnCwua!!%7=IXlEHSa+{YjZ&I@PS*c<!|X2y#b2*C3$j
z&&@$%`>TK-vs9+(_kJ7(cs<t{PW2MnEFFcx_L(J~hQ@2fqB+>ArD6$TyEe)?=yKgo
z&V}!O-qV*&A?XfZtj3MySnr*daE^dev$Droa*<?eBCmg5FxBbm(89IjzS=dgZgx*S
zP^@?6e;gS4Ij(#Srq)lgoqHX|LigD0j{~4z96UrdIULIpG^?#8sMujEO7^V~wr&V!
z4`$h1OGv2mNC0NXgkv2{Pn%pRdv#IyC{)wf0M-FDAKH%jTGCbh7%}<2nmnRfS+@0n
zPqYRy@N*b5uu8*7HyjoA9&%!CHn(^&NO77Ihx?ixD|*(8oH|)$%J0N}aE9MsD*1RP
z)!}di^FC|tR|&p;MCLK8E-$?S9`^_f%~{RT+zH`F=y0l#XkT1t&0<v8`OTJyJ_8u-
z{!|{_u3UA0ofWP;%B=T6TM}>AcDPpPL-rBMrupKaS&NXq5XHAi{u6mvimAH2J$xpa
zTH*AliTM;mu?|9X1D**CrsoEX2!DQblyLgJd@Afr32;?`eCrw|6{|A0G%9_pm9%C-
ziwMv|t?cyfG)IbwZ`wZkRN_VaPH9U-JGZ>6A%9MGi?a+fEOpFT+V{?2_Mz&?4^<?0
z?>F5Ub!_B{rKFMFSwC?50;$p2J0Jd7L{bMx9|Da@fmc?nH<(nue14z*Y()A0cqn85
zgcTesiJZtZ5yJ{Dd|Cg7BQc+$Eiv~?{CG{4bm~YTUOpa}S$og%3$BA`u3DT&`{T6)
zP%CYeTn1_M`S9U$+tCW7K$@5~+Ejj}0LNUJj@2oA_YSEi3|69W=?Tl6@M0A=OPoE%
z`dRBXS*UJ_NzR;Fo&Z_4i3!|ZyuEE{65%y65iEmR)P&V$?c=Q}7my~?TO>xo#C?q1
z)mC(>oa**q@W{*2cL>>7{XxmCaruXPOVXY*O6F;O5;s0B;640ppZz!PYli@<9t-8C
zF$!WjR27RsK1U-Ei!(ceNFUs?@<GjPhq)mUY!uw(^ed{H@%d%RnOF>rOT1KllWfAV
zG(svwHwo8}FgF4#69d`fRCGX#u~Zu?&<pL@V#PFl4I#l~sUdqVm3=G-7oa@~?C+E#
zK^8&jl*wZji}O#+dL-x6?;A=zQcS!{k8&adcYi(E$yj}E7~*c^!p&x|6h_l;qe#Lx
z0DtJ7v)4F^1fUN8_AdW>X}Phi#y`!b>Xp5hYkKXke<K-N6s&-TaC)YwT=P@~=WSK(
z7u@%aeUQGrP1;lr#hxW4b`kn7GRs=E0!fx3qa1xMwqZ0r(fPaamJolX$WGO)oB0Z&
zV&qXvp5cl5UZoX4#|g0bQhJd~UMo0eR)@u&_~F$>2<ByuP>mE?GfJgkz!LagH_F09
zXC0R{An<Os6^Ke^X!1LJR&m*#rVI`hs|b}U&?Yh9$#xZY_XC)e#w=-%NdDR*wB$s`
z-~QgUuR9&Ku>*t4M}FT)LYQ<|D=7{J`NOcs`lSZsMI_k)HLsaP%77-xX;m@@p~O@I
z(R87)E|YFzQVy5aO#$57?DGoVP+e#NpDEhBLP=acMAni!6WiucE1*~<cf>?3lV33(
z_qHYAT4#S~A|Ps;gx3}c-XK-hQD7c}T`<Shg}cYLY>&EZvWw{0=Q@(rm!~?v+a?+z
zL;}|m>1>k0+Fa@*8D)f<nEVec2E@=y_$hl40x`v!O~E&)z28D08}JQ`n~WvV-(hC5
zFC)dB;RNb@MO`5twC7RO>y$Or7C@s7Pb3j<ZD)cCL=p>4#L__Hp~16{b^=F@Tq?1Q
zq%-o-ChE4}G|hQ)P8y7ns)v>UiVwS_JxPri#9H;#Is`<NwRhsE9KaGK=T?7bS(^OA
z_YH(0i?Ttev;bAgWePZZIKt#8Jj6EF>4*fpuH??NeOtYtYfobRWvg*s(3Ei9cB`#!
zq`1fr@=~N5d;T350Mhl3AH~B8#JxI5{|k%x?}-R7Z#@Re=oej}a#=LH@(uxMxS641
zy@4#zbAgu7aeUemNTNlKIOH@((<`r=q@}k@7A{TbFjOUH=Wfak7y>t!H#ii{l^z#%
zXGPV?49gPfmFOq681`koOX7J_n#>WpHK7SiM_Ajg+8YRxSR_5i(W-II93vFXlGP6S
z5zUN>L9qohFU1LG*pPp^zebI$4Q-+Qcw~@AZ_yew6TOhQHBrDsd^cvao+dVII^w2%
z;E&DwKQ*!NKQ%FSm<G_2{i&d$KsYWdIlsd5=mLm~6ENG{4JR%-Trb)Dmg5Z|tFIKQ
z55i55#gDer+>86f#8xaqLKj~=KQes!M+n0Lva05i)=1NMx5ECv0dA64&m^D_9vP=<
z>QlS$i#RR6^d$YO0Z@hpVqRuEJZFyvE=F%OFak3O;FPnw3Aot){E5`VYNnCxTQw6P
zATUTgaen=rRJ*qPjLfyE(P6Pe`{Jy3!?#XDb#cRePYrOEaUH<B9~3rL+<b3+!}o-p
zNofAvfbU*IC!j^Gf4x{v<MbIXZ-yn*c{nd7+p%~ZRG-K{Ke#BJKJ{_jIMOWn19#{C
z0Do<f$Nn9&s;!=QZb!xoG)amaYOx6YyET|*NlM`>xGmkrpMXa&kDkk7u@VW|7hf*g
zkh`63{B5{au@x98;8IB8A2y*wAmI$ch5Ns?#m%s7gJO&pb3Ggh1>r%{5YmtpJjcvE
zM5$Ot`DjkBYQA{2g_|yl>;ZCHP5Dr3fY9rdCwGA$No+BYt%dw5y>X~F<B*!RT*k_6
zu^!b_=cw`&@wU+L5v@T}=0#`ZEe$@(mdk^}YsOxh@ReOJNa8&SM2~O9AM4INlGn45
z7yQ5g%fHa&HgvOSg+D0N`B99RPiDje#JOTNePw0W&QvxHs58Pf;;gUwJLjjmLkSGF
zC+v;;+MT4odaN!E{w>>mdo8vS{93_6e#pMzYuY%1;|gVL?!VYGmZzi!n8pr7w37Zo
z?$wrF{V!`otiFE<X02Q&<lI2S1m^%>QZT898~-VzASM)gxLvP!O~Rg~A;Frx1oBwk
z|2EC3PuIJUXC4sOxR=ej^>7Nt@c|s21?E>*nF9bF{Dlt8p%tK&+kEpnN4Nl?7=aG}
zww2Q>`7+|05CLsKH{$^y^^59EJ-pb8W2H|T)$M~#0I7jI^Ny#hRq><yq{j#90<N1S
zWGGB(b~VfmvdJw#9!U0g47zKXqtTy*()#@$XuL-Q<!~{flqx%YXW((^U@Qf~;m*?m
z=g=sd%pXx7`-*=u^IUJ3c^Wu^A+a)=D|f`;$|dQsrXC0`HzK`uu7<v|l;c`bAbe6Y
zH^6|<Nh(e>-ojvExQV)>`sq{`%jR&)0`b%n7F!1x22D!1WG8b|kQy}CA6R>BTC~|8
z{3yf<RDl@ZX+o3na9!cg{W>-dY~E;C(zm(<N=uj7m6IJN`aDwCoD}I+y!Yx74H<)V
z=2%r8vqFI=R0`q2J#Ky56T|jjK#-F6{vZJWd?L>TvputTd3h(v+ysz+0Mm}JN<sQa
zWr%spaVwF2nXo9Q&{<0GFOu;Ro5_}6NPlFF=pW<&uE7ByzABN-#|Nmh18FNwHri>8
zg1<?~1`$_LG;{r*nlvt#YhfY-0%mVZ;nHQQj{)?a_vXojsMDxsCzp=iCHCwGL>iD<
z>9f!!9DwY;xR`u}i(DAuyjn*PCRSIZHbn}86P(5?-|F%F|Az0qD?vm7{--NKoi-GB
z7*+sr&E{BDb%d4jO5P13J)6kJ5x<hRfbp-WxUH_^v-|GyOmn$^gU33*{_<ihu8#=F
zkDaZ!FPm9eA72)*A{i3Dw~#gHzah!17&~`(cXu#<*2|n>vMoz-V0)}2^W0n|CQc%&
z-e}{VP4mM#82j=FMX8m`L<JYKC<MD~mX<|=P*beAPTTC+=ww6qg&^p#ZA5YhtmF)>
zIG>*v1o19sFAe@oGTJ<9o_Vu!IcxGQsQ!w@bxuZF_N}?W>D9pLRw@vB^kMo;o}lDV
zCFi%|cO%!G4V?OZ%W)K-EG&zW%m(tcOc#Rv?g>HeVKoWOSFZV-23rtafe7C{THRoN
zb97ZWGw%IQTOZRlBQcMPuEU8CBI}2stL{l3{jm^`4=VAV887R{*cDw1NQTjX3IgdM
ziyv<um~lWC)Ir?nf_#)7D~oks)C&Go0Vf4rFSE1T_Rz6Kxtt`)C;|0`{?jfU6!ixo
zq_@K&YRMv!A{?Hg8iOz2n@ru_n4d*F_bgAX%9M!1gw^+!_Nz^+<GdFkwxH+v1@oDj
z0O)1bI5(be)jDVD6@T2vZxS*NO}1&gzuZ3Oi*0>aGSqIYDL8mV1%vGh=ev}C>702z
z4~IIWLFYcSWfLdiv<^G>im`RM>y}LmBzRBrMCvQ(qK)#MX7rrN{PL#X!n;ksEdn3A
z&u`<W8<lP*O(#Z4$-f&c{77)u1u!Irh;p#8EtR1etyDM*UA7Aytrw7T<&S;etgTYc
zt0}(9B5C%HG*B42V|)`u!W#XV<SO<Ch4YT7?yAm@dG5&1xdU|aSDJrP!==5Lh}GA?
zf8+aldYE?Ab12a9p_i*;kAS2SQh?ZY={gx1w<WYbUUyW*X-At$kbY@{bA|TP4gt`9
zJiAQ4b-Xme2F$_Lk+^U?$z@-9R#x-x&Eu|d9#=c_s>LH9k|lyr@Yv3`smezCqL)n;
zNM&4MXw`Itau1&5fXA=~e|)(QFZ=DIOi;XktqB_Qa;Wb7A|}HbOc)g5D2Q1CdSLX9
zCMAIQ7*w2~?=EX%;U^KfCx7ICNcM<`ivDQ|)bR<s$$0rs)1UI#)%M(Y!i0vt$JVqU
zkf=hDc}3pLO-`52DF!n4JkPfV!aKQR=Y#;r=H|43^+d%UVDz(009bTDgUY4HGP<bK
zOx^r_426Z<?IY5RFuMNwBa~`G!V}UA|0aj3207ad+j@a2!$g%HtRC|?Hq0I_(bLfn
zI+X1k6XV3#8-z5-wEYAR7Padb+O6IO^b3jIo=y%JVVIF`(&)e*i&tZ&nxS%{0A{No
zNY|bB?n&r|ww<rTdAL00AmH2nv>g;1_+SHA<pEtb-Q8sgAgBiaTuo1P0T97lI%Sn`
zRKUrdU%U&biZe$8V<A7^UJ6`PfaM%Y^`nuv&Ij_s7=73`z5skmQbB(Gvn-sT2Wyi+
z>dx-2EMQdgTupq$+(X1y-q{MMxNP!_M(g`8^Pf5@mv-Or0St7{fIK~2k8pnIYXM=r
zB3H7h?SZq$cAWC#bW5Fw0_d*?v4{_GO&0j#jg9h-&^u%~CapjCZjGP1G4BBV&1J*w
zLl0*h3C<V#?%AvF?tq#yRc#9OreCk+%5Jbd2HY}5cPBA7o8>-zr(V&|H`8<xSlqko
z=8;WUaVU{d<o7jbP#B#UCFEzSE5WqKr0?Ozd@dP~wRGXM3hAbcj9GKmZ?7n}@4P^m
z$j^8#k7l-9rV8C~{GtIoLd8Ns-upVsRR%G!vvuh*-0N_tf5(Mv%oB17l}%N7`#Rf5
z9m!=y@E@P;(E{*A_I$<{kAY{dQvTfIS3}s$e}VI{0~taJICxk<{Kq~DC209OY5hKT
zFv=5h%7qdSrmaBcx<|hxn`g5^YmmvTW?5b`1MUxU#I;Wp(?X{oYxS*bI~8u$3KD`S
zPSEV>gJyhiF^?(#-4thhUouDE3My?x_1EYvkr%RY7G%3AVBF>d)KVf<a|BoIQ!luh
zmTnFH^ia#oG%t>+=fCy}xA*r_lodhWgGr}H8C(i#q*AdGlkaB~V`+YtXh!Ct%dFi#
ziK*RVjF3|0*~u#??oAVQReK|AhN<WW>zQ~&;9*fCvXB#nCsIvrn%e?edIY*tkolWL
z_IKv^@3-(f>cV2goE*VNr}g9mW`HG)273mt5!>`~7{TOTUusfBP8)i83;t-lT=#s>
zR-OCe)PTU!#7RNhftxLE8ey`R>HKrMQuR1I54lmC)Tm@p&=2dznle6cj$L7vY(Vkw
zkHU4gUWN^*fXHk=92|`Ft#9D0-NskdD=K`5gI912JGc<4{`+$L_v`vyHukkh&>6Rl
z?r)MRTaR+*IJxWAyK-QQ&O{qZ07IT4)r-Cy?PRWhBhYJMbJ1i*y*>DV7ujo}@W4+}
z`bQmcACGf-9ft6CM;jM&)vP2H)I$E5O8N2nelsega%*Kv0}eao7Wsp((nb}+=&SCx
zbgx-C{~G1rAJOlZa${i&7aGZLYv5OGan=Dnrj7HL>&r7xUn_drlnG&z)+KQbcgR?-
zN-$SbZx4dVSxt&JJB*k{q`$AFh|cGZ)lbTNyS(=$=&Q>22LbtfjsSBApkj(B$m+N=
z9hI*>HSwYSIK|ay+cjRwA@GkLaFqo2Pt5z@k>RxTBl({tK<cy)mBvxg!qs{wd^N?i
zLMmu%7m|E%)3od%td}LD$SR7T8|?El^$F46;4#@uXDWzG^6=a`(@4AbLFO=xY&=py
zQxUXJ#cK~*gND?gR6u-5uFmlk|7}2$ibG6*#tI+MIBifyw1IRHXGVa5;}XJ1hSflo
z*}?~3R9vTwOZ}}5S$NeFq|Vk{P%FVYs_t`JTvJMNRjcrP>(Rr7yOD6wYa10H%>6b7
z{<m;U#X|8M6gtP86l=e-fRGB@UCs=3E{$D1hGP|t_-6;EFy`)oiVv?asNKtsXgO?!
zrNFQ_G~>NH3e^_fIztIe60oJWPXb<IjA+FwJfn8_`LcetE_&2^^~%OY^xwwzpUiqW
z<A$%}=6BVbzy6fWL6d{mE7gb`SP~J@6zYUEM4XVLuSlIszO2l+YsK(Z9*E}FO|<io
zTyRgp^t8C=0Jm^y2<v;akw{h$VPax*Ws>_J!`Gp2sK*O*0PJ(8nN`Z>`LtD-pic?Q
zqFHL8)gd^lhR^5G2UfD)X@ouUa$=^ANx}E#=LRo}Smi?>to4=uQ>nk|VEG?2HV0?}
z5amTjhOCXKy+&c^yS4k3F()tMbLZ#@cG5jcI`liXa`RF7?Aq^fRC_40)$MyIo)Zn~
zBpCh!xBA~xuOofT9NMMwWPvumOihvyhbcPTjRupZum;N_Yc*?G7)4gQ6qgfRUmJ|h
z=lGKReresq*s*@Im9~c)nn~zIdcP|!|83Z%!c3~9oE&36sf3wv%aV6nbJ|f8Bc)&t
zC6y$AiW!1&`(oC{A5he(@}SQ~=eg_IF*QHA8d8r7p?Nxn8Sc8|BH&-Qq{QSzOF^&R
F{vT<b6I1{I
literal 0
HcmV?d00001
diff --git a/log/zPythonScripteTest/err_n_plots_multi/IterPlot__MultiSO_Vp__fwi_FWISO_iterate_m_allshots_5_5.png b/log/zPythonScripteTest/err_n_plots_multi/IterPlot__MultiSO_Vp__fwi_FWISO_iterate_m_allshots_5_5.png
new file mode 100644
index 0000000000000000000000000000000000000000..42d5820f3b84b2a8487e3c34eb78dd576c345205
GIT binary patch
literal 33442
zcma&O1yq!8xBrbIp!9%9cL~zctqdSBAl)D(-6ai53?LxgAl)F{jMCkm(%s$f4f;FJ
z^PKmbv;J$TYdOk&U$NubpZ&ci;Ju7E8ZrSg92^{)#5=G&9Nc47;P=m`kAY8qvL<B0
z!F@K70KZZEl(>`Rl!!BWahDS3S~bWg5AI5P-u;-q7m<QStc67XLLJMMC4ihYUJt^)
zn#~%(L10!eIN>Uifr2avibi<zfez)}tnFUX#f^<a*%80dSx-;jOw#N{z0O(aY|UCC
zk3zrus@v)jUYXI11d#@VE?(_pEQ<th_N{aTiv+lqXkn(Dwul5Nwv6fc@d}@k5=+j)
zgR>!)Q$Hbo4Be01H^6w|;*lgMOw%w~zRf?bxtM$`%pZm;7108%2}pA@FJKrrPxcwi
zN`UA~QP{5Eq|UxTr+5qePzfSDIUJmq>KAWJI5^>gU&2q};K;_P;7w_{hVV#*3E+jj
zz(<l8A|J4@bfNDlN-sbgeuU?B6ws%S;NV&aP<?=B=%FG0508@Iw0o7*QG4J*&FfJ?
zb_Q0~T>HY}w(mZmh%DB>s{N*XL!S{;vm>5C_~%)K|HrdBU4mV3Hrb;(3aJCO@V<F{
zej!m7EyAV!Xxgnce~<?`SlsowIr#q=OJ#wC9O?4Mqx87G=U^Xbq7Ud7L`Z)JY4x+P
z^f(^GA$nD>;s0SuwXepg&;@jt%gyO2hR`rc<AcOTNCkWPo8HAuQ(=jdR$6#-H(X3i
zu#6FQk%)mG*75_{6F4|bGZsw1sGuBp|GsX)QlmL9NF|dy@}`>BV?W+aFnNUG86b?{
z4^RYbBj7;ZO2!e&DH)(pU}iGKU{X^2?+=n^z-}vW?J+v!z^=z^@<KFejFBZ93WYlc
zsSCt!5|}sEX-U0PPhCa+KQ{gEKtGqNMl6ecSsoCqVWr1D$y6+mU<iq)YNmxUghlOh
zoR*`mQ=pMdvX;!v5JhIy;`oGBb8|iU(T)lFw+Y7YlLX)Ym6y4Zee3k@j30!9v3}8_
zui#!~H`>2<XK;&5QG0lZ-7jF|_Ti@c+5Os+H4+KgfaT;KfeIO>e;8~Kcm@~D|8Thd
zEKkwZEtPowrTNRYj?B+{3q8nG%KyAXi{5{GbNI^cn&Yr5-_CrRCe5auXed=A;U{m*
ztIq^aEe=fh5w9j9Kcsx!Ij=Sw$-6ojWK8J!DP*hfZjZ{Y(Nyh5bx3q{pnG#_ljr}&
z-thzb;C6}vO=#!s!JKQ#&aB2x#ffyA%gu@NJg389Y@0)c#OV)jDBvl2y|-6q1Z)`?
zASLC|`lH=!?fm}O8iTD$E$~RO)mga6CDJ@>|G}GVvN>P6T|`Z4Z#5ntRw>B{7@B``
z?;^i91hQRe?#c{E0tLmT?M3a%tFfBmYMZ4~=M)Cow5F!(Jz`H|)f*K2dO^U~Y_fl_
z++EG{9Sik)N`skUY-{5RvUX|*qvNaU(GW0pDB)ZdM0d8h@q97gH>H>&O_v%Tov2pF
zabb5hid5$6I(;LkySvI_u9PyO&wgX5$f&qaUmSyHvm<r3&I#EzUsJy)*~W<5u3He*
zmEFT6y4Oe&((L%cIx|MM(53LFa{TLW^;Mae$&u-DK3N8X-<{aXTH~yEVho1rz33{b
z)qZRGkG(I%Us(DopU9Z6Y{kD;KOK<cu+^lZ)7Y59qB9LORHIFCJc?%IgRX~pY6+}+
z%{jn4j!Vu+KJBAX)Gh+nz-Qz}qc3pU;u<P=s!dNFf(ru0WjPOJgyG(uyC(5g6nbX<
zGH1}KI1>X_q@4ZoY?}6!!(>_Z=FJ&yZ7!SLSn2jl?oZaFoXBjAlO=26-FLUYMXW|c
zK5NxglJaKs|NeF5xG}?2*HT&#qn+%2>RiRFsX7*mcJS!IT*)YSSC&~(a0@BYVszq`
zRvXUM4SRFZ8acx9B<@zH{9~B3q`-yhIEn6KtnIQyb9GKJQ;&7rD>izoR)wxoLi6(#
z_#C%uHgV79ZHF(!iJd>BbGD&8#1%|XFyHF$(;W@$!9{AbuC6XZrh4ZiuCg^Z39!Y~
za|mDu-r=%Bd=`Ui`2jf@8F!w^HK*;kkODqrEV=o{S!UQaQoo=>@1v_TnlwdvyQN;)
zBDJy_8;zw$4{;L;Jv<DjP2RU4J3q`Ph>26tNib7;0lN8p<&VS3om%bcgaZmD;W*#(
zY$)))fbGum%{lc)iTH1egI&**bv&0~WtJQ~a1Y7ADvsYdQWp<=JT{Gzm#=VwQ^s&L
zx;JAWlgzI^Z5~RJWLdi~Q_mlqT#}RXJCy5A=TtNVFkZ;rr;@8=F2vVVeC(u3<;v2}
zD4PYNlX9*~EF#>o!~)%+1+}EpGNqx0Yh|G?zkMLZO)%xSK4@&#q9}|iC&lFSR!wql
zT#WCy{+iBxvGa9FKR}kIS7?KvofZc53`e+b9$Q2rRZ*}k;wG({cd09}+AE?IdyYL=
zq!mRfeO2Gcxz=-IJDjxxW_MGy0oJTytL}OTyR<o>QXepJ?kjO|qdVu#4HKrkCvXpO
z@GgDKa5d^upxSJwMpi)7ifO7r!(YE0!*1UDwG1CyoHQn|Svos2HRJB0^AF*1Unqq4
z@MmAr6xLvqXntg1RA3>WQJ=ab7%)zO%bYLeXd(EoTi6Ba*QT-{3vZB4sVTZkaouW%
z{`G+H&Xx=b$}&&bbzYOpamDzmA=?WOgxAJ^)7~uBPlr{J?bATxq!6d&%x*;y#zWe$
zW^o=`H%C2NO*m4ZYmdycm@cm8jDboI$MTy*CX5l-2j&)cRY{;#S<J5hKU2y)V)jLu
zGkwdJZA=5FVK}@fEF-r+BdUWtnR{A7&~vLf8?tqi)k?<WO8Rb<kyOlSiY*LM`@$@~
zi!3-*#X}+$Iif=&&CC9MS)!Dq)e1sJtGXPYIDDX4Wv=wN+l-coQHncn2mz1r*tX&P
z_QcWPG4p044fkFI&dSO()c82(mw-!kDPje~o=o&S@h@q=Bn;cTCuH1#Ev@jt@j`wi
zYr-%f&eV`?*KXf(x^jAJ$_)NjU(z&(CL89%gnxg<7pQivLI;=s9*)`?Q!>B>{@d0P
zz7#aa^(-V^9L;fZq?8$UT6>D~YRu?vBHLBG*umZF{tN@x&fXhA6P&i4@!N^%busKh
zf;WjgEkc%HMf)kQ(QeG7B7`ZoprB7ZIX;V3?^8*Y$JOI|tA|6Ng%Cu&i#?t_H=1@l
ztufY8%O&Krx?R1&cu~uIHy`tHd?X{lxZ~Rmuf6e7;c(+aA`*TR!?Y8E#}^5$w3z15
zUmZe7Dbj>_yc%^L91y_ZKW|GGP_mR%HlMxN^Yr|7b0sdsKcyez9&T^pKlX0soiIm<
zomlFcePEcpo_My|Io9wXRM$GygyNTi!sK!e#mPr3<+d0y#;?~A-cO78^PS&N20$qk
z(|CiEvi*B<Us*)PNh{K$8scP8nGe_83XXAZJ&zBR8p6_o>>u$yZ_sPu0RkE+<nA+6
z+r`jvdXImo(JtcPyOS2oV+&Hnf0M0o%S@;@Chp*{=>+q<P9S!Lu6y0MhVqHsReF$t
zj~@g3HLy(NF>%}A;z*MwE2zf0lg<pykxjAGUfY=}r=v>SAoV=x))5-<GE{FJOA>0>
zY&37mQZ7WctiMexxN$=NvrfUfcoDRrG=MjhvBfFKj;+OixL)^fk0csOfv)yxd0b-L
z9q-W!&6Hmx)FO;oO<WE%TctRUSp>xtkf+txFGIKz>*hUXA5T8vA`=k+POL6G2R_ZD
zZtJ}TFzGjM=AO+9^_ZbJUvy62+AlC?309j=PHENA@73&8xbC_Z8imRLDWJ+?s(vM*
zR?w7~ukzw3g^7Rtd*dU^&o3TMj+>eK?VRmI?$)P!&)TEQEw*S9u(I8+#xUkQM?;z8
zRkt9usczG0{VJZft(#MFEOF9_9#bG$frEUa(9b^ihXUc|8T)2uu32kKN<s;$o)k^{
zYy52DgIlDatbSEZ?MC<RXkze4rrq>hL)};W*URga7~4}7?wB_xUt!)Xn1zv9psZ0U
zis{t`4%BQc>8FA?F0cLAIiKV8g~TH6#VU*Ead3|0?`bYH)3Bow(}6SQI)Yy+x<<Qj
zbU66d!_6`P(JDLCh0(8m@m%gl60IY)T4;DNN|%49wI$0`m6hEloxZGqAp=M>TmKU~
zQ1y_F{f~#!7`?a|X%k+WPqW-{HOBJnX-RQ0S?^`u1n+-L^HD{K5bCfvSot+}p8oqI
z$(&jAM^c2Dg3MN|aQ3$LlSL8Y^#0^tCQ@H^v4om&Um9O6=DMnb$MRe;d*a7?Nga8L
z!XjjUPO@JoU+>z>6+EMOYf@6^?oOd=hh))}ae-Bo_5zl^g7tcE00w4j92E0$LtCtJ
z<_4v<h#S0k$At+(lm=72_5D)Wr=Za|nDO*gk|A4KAQMGTtZ%&+H&fPv+w<kka8ybP
zRLV8)(2Da<d{R=1ynYW`^iPHJcjA$GgEX-qs@9nRk8i6HM1i!YZ+b*c)>v8!Qe$Pl
z4F~qoIFOi!YeFdU#tO*CBx_i*;J(PcccqQ3uL~B>r?eQBn13qOL)fE>yj0DeuyHi5
zeYgAt12?KjGeyQQ5b2bN&!q!Dn{?88ZdN_{)8QA_J=a3u=t@hHFja;m<ThQobNNex
z%a{;2hJCqp+wygYF`ui~Kg{JCRS^^tx)?;NdIkHu!3l&X3`LdfqMF^X8oQWrrZ^#(
z{q6M-*L<>P`wp%XaGG1#%vX*QIv>ygAD7WZth}7SlT@+XR{=eQHjL}71t-AE<|-`)
zBVWn#Uhl&LS?DuD=3Vtw6c9n@FV~Fr&bwRDMj+X*x#kWP>7z(qyX;Fuh|zc3Z;m*w
z9>d(uQa(8v4<q2t)|8qzdn4_(H>%gz!h?cIojQ8ClGjXv{$wgCAO^?^ybgxm+IJ)P
zhv3C(aUWDK++6M1Erj0jnw^%)3Tf~F>Dhgh)cJT8cz2cA_~z97^$+ig*pEAu%7U1E
zR|c(JrD&p}2-(sky^URBKJY=Vqq)1tP(xrDstqSgi(ljC>&)*~q<@HBd?X+xd1-_)
zqH)$;OzOHQKyf+BEW0<PcJ!n|FxhPro+93DD2LOcTI0PV83WVqLIvc(*=OXnk_b3#
z2fRft^d%@Zr!oaV?hTefrFsy^WtK*AmqEc24Qhh5c>t^;rf7x*$ZP>V7tOCj^mLSz
zMhi5me4&9z$H!9zwq(c21xj7D)$6QqbdjkYnVnMX9*p#pgc`+9(;X6+8Ts9o4-Ko!
zXbr(&<*Ba$@36E;jol66W&8_7=yNRG1$Ww(x-nJ#Z<X=i>CIurS({6^H%|l(od9t{
z$|Bmiy>jNRe;jscsu0t+lcnvRx2Ld`n=M3@cCaLQI+;y*m1jOG)?KPm#WZ7-g5Gy}
z!iNb0l9^ZA;qhzIsHmufELM*h^22H0AZ3B88GDK;r}-iknHs0r%R&SM=bK9hA&*69
zgba~Md=cUmBmw5UcjF7TKMf5DoBx;+bh<U|zFLsU+`yl0uH-D*+6SCp(eUf%Gq5p)
z^tJ~O)!Xiiv7Z?Eu&Lvf!{RFQNmir2m=s0^$}}lvo>WhmyK2ei<_M#wOIxWqMb`_;
zw7k4{UlbKa&FalrC!vPhvo-szv1EJxs~PbP`;RUAi*JyQqvwklW`)5(;E%i9@*HI<
z$eG}|Sz^xeyly?f7ME_gROBg)MR>4lp`I&)3oTFA+|&6IeZNH4(@$#Kzx?OafdmXX
z*&MxSItnFZ%aE-q+EFQ-I`6#33B9}eA}jQY?=Fom#br?iNCPGxwCbEx8m_yDD0r{L
zmm(2Nbts5bXO3p<+Jf;|fBYaTF1K$knCwn=`8YMb$Dmqj-@6nl!${u~<B&>#00;Nm
zAKri0Y2l(h$+2tV=4?+C{Mv}IVYw8hVm_-@)ib_DpX}kt3nJ#yoxl!--28gxf3h{*
z08~X^&^KKNeX&VBmp8Qq_&kq#cVT1r@1yFE4+|Px^RG^J1YJhR47~#biNWj_8FCmx
z$43F}XnQlc7F%P!)YLb{)z>Zlw--k;NmE4{DhEH|tzK>+M*7h`E&19}x7?-|ydnWo
zSZ71Se*G?D2(NHaEK7Ijqvc^lwnW{9TgsKZ2%Ob9W;c7(8v;talCOe$MSWi&P5Dqx
zoPfB*-WN5Pi+m>>_~9n8R3R1B-BE4h^e>F9qQYq;nwQnejwYK*g*5NLfUmd0y9ip(
zM*{i2G<e4TNWrSH;k!z4-<^lKX(~NI0_?*|WXh~K*y--(5Y)Va0!0L6%Et}&)f)o2
z5Y}*7fbD5rU7DY(_z|dk#8F8<>=Ty00pFLawetd|@omi*H;Z037ZFMiUQ5vZBm5D@
zjHi;E?kx}^`e7`Tbu3YmvI&i`P^R01v&eKZ5HWAs`G5!#mYnj_^yS$z!P!zn@iiHX
z&=l_aMmA^X01@%$L2~;VZNzr_-^kq=x;@Ss`j@L7u*?(Tev%{)`!QDV@!_koGO0%O
zvYOJ;c&H!x#;|Z}!FeX&1nvmQZY~6%B<D6cXXjf7MiIm_^0c9$lfzdJWtgU%nv#N=
zQpBhyJ<s-lH(0UJ#+5#bCQYC&AKJl!dNHM=<#Mtu4X$%iqK7337)|CWt%&+wWGC{A
zsgXrVTFq3u0|gA4Q=?Nc6S!QzUHby(fvpwAvS0WeV0)BV%c;2|OjTGxz?Bv%%43*v
zb&iFlcYp;93YSe<O*<JEUZ3V>XM+ZT8e_Ur33mO%;%Zkx2DY+1Y-#d|LG$Y5BgN)-
zbrkIsAWE#;wvHk|W)W)7`tr6(1za7O7`0%gqivVw6=fHs>J{|H<3%`OK<yNh)^y#K
z7oXWZcDgg&(0B^dYz%>B`1wMki&eQi-{hLa3-KSVU*<XOjiuUUS87!4#Iu@hm}Gw~
zES?CbHVZHw`0l=<(n#@kdXbdW;#;SnAVG<F`mVTK6AQoRu@-KE)%3N#ArWcmWII{@
zZacgADS2s&ziuhUG~pq3hhQj<;A!m44$pcv*g?!@LgHor(2SEt@FFh<F{w)Mr{c#?
z(#6pqYIgnc2=9wvE+O)?!E{8UyWW0T61(F!;NyYjJw@fwm-#(9?`wgQ!cX^Q(ln4B
zL?{THdVb9tGAX8H&hvRZ0SO%JVL0t63+cG8&C13Us~W|xwmfTIuHpuQDp^yk*sy2g
z(uhLa^XJO|qq1&>$Y#l3S47jM+*<F}ulV|2#AqMhO!=xncydMjIe}uxvSEjZ=S9(t
zOSgsREd~gZ%q~yh4D9j^P*unYB%3<a{JvhQbufdO44)EOd8ii|9)xpvHf)Jf@SY{w
z++4k~Rd_h5{0;;vc5T<*IPh^_U5d=bWP{xr<9tKiA#h?BjDzWI7L(RqC94Fi2X=e>
z0P5ljC7?<<O3+EM#A~bDb9bD(xZ6A75>%^j(Kj?a88S2@^<2C;Vy?Hl@hb%OxBf6t
z!q%am|0>K-jhY(1^m9L=@o?6@pHQNLVyuw<YPenBRd<3_ug=v;w18{g3nop6Gl61l
zmkS{Pvl#vKA`z-t|77T(!#q;w{36daRa?*y3nOd>btoj63Uzkt$W}t&k%ve}d-kCO
z$}7tGUrxK2xUOH^>h=1!uAC{k$I5??uSwV(YiXiD4&OGI`$W;1cf{vc%FKGQRbD1>
z(uRFXz3tMe8Y-l=->q@Cn$;L{-D9rbIbA#5&edyGuVT8MjO>h%Dd^?9gZ1iE8;=%N
z2~?e$iTY(7ETLbFjtujbuMtE8^#E;(iyg24I=9zLywQ_rNtv0MTg5fIgNKI}hxtH}
z=sp@55g0gvU4+>U95(iU`shpfVG!<5Z5?Gn?$X?v#~PwWXX_k@oX;PvCGj<CRH1j#
zQ~Mu#E|%opIqSBylQL_UeLPBTP}-TUB4MlU2g;J;^>lQ3W#@xTwWz33_e*<1zK_uE
z5HzBRt(t7lqunc%c^9+WDIj^y*5-@&k0B9HoGo{zWANGEA<|P&fWc2U5kTZfAYEcx
zY|!no`iT@m&GN3s*}1I?3fL<1#N%k{^XGF>pY8Iaumy#bnwazN)b09f122nT#vzOx
zX7&X?w&f1!fSU=oFH7a_H5LD!_4%e$`oPFO64Qw@f^kr*j0w6OFq>!+KOc5L2vEuI
z7ayvn)KLgTx-UdgfmJw%yFXHZW1lod4g6w4yocG5AYJy=<{Pq;M7?JTJL4~&KCvj0
zBY!p8W#pEFZHPnH`Aol3hywZZ%sc%IV`@}l6X7AeJ!IKAVVPYVbtT8-1cth=i7jw%
zp3bDPimzv3q^|SW!T&|mb^yl5)cOimY|46p`uDSk0mK;hfGVy3V&+LG3l^IkjZfLz
z&F3)zT`7;>yd#QJm+qP?kN(Olklpo#@e{EL_(_Uz5b3-WBSbG}m4>I%iJ%x?S&PB;
zZv8a&Eb(V7WzVC((7y+O*TO!mpduf1M^+#*s(!hz7Sd2wpW6LFMI|)fq3_9khpq#|
zD7eVCY$JGvOIlupGm3Q8mdAa<LGBlOMO%^fo~zTt!9^yQa)q(>TU06A6sMAaNn7+6
z-R~y|4z%LOfoJwdVWOMwDmE(6Ea$csmqXX*j0g8XU1f@OC8fe}xF~-o{J`N<;Y)z^
z2jfBwZT}g>TTtqN=Kh9dN+FvnvSu#sw^|&|gWWbKNwbnHt=z|u1ofM+(8Q8Pdm_P)
zW$rz3-88lb`7(9wZtI$EiU<1cxN0U}F=RQEMc?TwvbTnM?D?4@r(L~ur>f_HCoiqT
z1Gc*Z0Tg)Oq+nqYkA?rc+7EcXwtO9TGyU<O5z^FxQY9C2a?>EMrQ|KMzd3B!XUH#S
zVaB^$`!0xZuL;Byk0_ZsWW4$0?)%n~Jx%awGjnf}SoxrMp2X08?Hg^#0@dD$q~(yZ
ze#n3X9I~ARc#j5nyRaqH^1g2ZXXnH7V0VAFf<oFp$xt1Aq80cjJ%}(URr?oShrZ=P
zrU~C=ad`N~(EcUMhp*6TCQL#ROhG}PYNloAAosJ1^LKVTVw9UV%T-A=Drl6w$mbm?
z44K`2r+!PsIbtGSq-HbHz+_tp9xTA#+ms#YZ*_V<bz%EoM7rqEUE!P|l>Orbzh7OS
zR2r+}dP4nDu-koG<D-SKj@UZAHh&_d<f$b1R^x*L+1rAVd;GWa4<t)+p!Eh^pT}#w
zR^Qqqy#)q-Z*ZUs2f&5k*wG%=w22Dye=s>=M=}FG-n3mv9z!XCNur@$D&6#i4|#^3
zx>7>IuzdccS^Wp*r;PcWti@mrVH%NWpVWwvkK|)%v+SNe;WHEd9N$wa*jo#Qb#rJ!
zgY+fDG*^4v<U}nUKfn#`c3_6tkVghRfAA^XdSH{|_xiDcA(6rTnKCP@IG*5Nzqmhk
zVQOK5R^e8J*PHR>gW7n9n3E~h$rrGR%j~1Sc&mo`E$HM$<kSq9+V*B+kY^^)s~hGf
z6uDTCW4<1GPxT#{pdlKX5sLoArt*hK?vTe3wMjnNx@FDJD6w*9=xH-Ky*~fFNkN&Q
zfUm9ITV4ynpVvxbFG#L`zy%N#lp|HtN4k1pR`s1E;ai)ZhheahVAMDHz9#Vou*>Av
z!2yIYb{owZ#ldaInmM8lBU?%zlWV^mlg3RvM@H~#j7nr3|Dm$ygJ0{)P^X0iPyKF(
zg#WhZLLMBwRCXEe{;fbW^Ur8Lg|hr(3F?YqRf~#+AfJH|_F;!Rh&;!uZ!8Mt0lIuK
zs&l?sf=|JGYn1N!eNnx>a&elu1x?ZW^z!89E>%IpL+6@}Q=GG@d>Xb9eq0nUQAa<`
zX*s$~a8}7i_{+O$em+<>D_7V43>}cbvrOvc)?x#OfC<M)4-gWs7l;&1L|%We#hd%l
z4pN`?vDJ{(!lx$IMOSK=bPwJs2kcCJbjqw9y%~QIN^BlfOueD`feL*1+5%aG^j!_a
zvLM^O>}G0dvHMwn*((i8{)xvF1gl1%gAWneCA%%rMv)eLOxGEm)K*y0p)3r10v_s>
zv8)U^vp8NqsJ*nGrt#hPErm}5h`h9bU_>@{?;T$2k4KHs|5-q?hqk1f06~-oyE@8C
zwV!pl!EgCj6)|@pPI?Gzob$rX1J$N#P5pHGE2B4D<h(^)5lyxire~oja>|y9o^uts
zQ<{x=?DfGn2rojAG-OV#3$BN*zYD>;$EK9f3(8<b4UDuuTdI-V9%k_k4~Ti_zzG+4
zs{)RchSI|JAAuqbg<<TUaM@-E?(hirp)5K|9v-qjrP3Yy@t7ua5^K5+n`SscjWZ^y
z%jjG)B5OXHEd0h4<;jxrCJ$>?<aDlmMt!(t08NY)-p7oheRAYrD2g#&wap6$61pe~
z#jMR>xo^+oc-|&)Hu5|q3ZQXLL=J@Nm=3THBmRHb(YxkIcujO4a_K<75A23mvfs>5
z+<gjD;;fL}s>dp<KhL{47x=oh`4W*StH+Whg0y~5>;P+V_|ut-o-(*9jkz3yv4Qjw
zs(mi!!B6<}#P=aFNo_ZX*}Y+31YQdFJ>X#{1`+!H`%26K@ut_6Y=r)o;wD?SnsD(T
zmf`1b4jciT(p|Wj^Ek{)YFsa!OcXO}ynk{EeOp==QQmB3lyxnbH4hp?3M&*f$`N~$
zNW!7~su9a(Apy}zqvzSe`nLqXkFPu&-yD(L9~KP1Kv|H=zo%>hBk^+j6G7g9|6ArD
zqv&}gftAM?^^J`-z}fCIM$B8CPa{hRdgA!fb6UhMcM|Sgs(IQb%#+}1Ze-Blx$lBb
zJY}=SPRUreq?+EGn_aPEAwHk1MwYG{wWDJy$k2ai*%_AbT32&Cb>=7NAyl(s$Noen
z-qr&KQiAv=x=90p>(6dL!Zq=uL`BFjah8jbk}*{=oT_YfJ+i2|^za4TG#;~Q4J+Fe
zh$36ZzHP@Tk!*hTj2exZmO?)FgA5+y<tr_Fcyir+XwnQ-1MqY>ipTeHimdj2TK^F!
zdvbbisto=n%|PgYub5(rc|`ZlV>wYjubr+Z&=tKE9Syxu>T22~d-Wmb9}>R^raOVS
zjF$%^Gq0N9`55St7wKc(FnEr(CPGO7EnvqyDkFlvZ76Q4<nS}aA`NhMmr%kP&&c}P
z6#9OSpCj3HFqX1>rLz9C?HWT+Q?b@ogg1(gWWsKHo!ltV!yt`>G_f}U7U#AJIjKla
zNx5GCG99JUtMg-VMP;?%<?MU8l5~KjeL*_8fE|VG05}@n9Y^VORQXrB957RooFW-5
zyIFmp+9=jy^YqxbzR0v{6u1kSX5JmjOe&DCwf!<)VZb(4=;?6^6d1W$r3M>Q)KcS(
z7pK=cH;3g*v?2TQhQEqEoTm=3{l}}A?#pCMtuzpb_k5gkuP>>p-eNk9PDSQFpycSk
zLCMmtt|&sN@pZL`W#a*VjG6QKpp&-eQUuT-N9j+o?ioaK*q(44-3$)pKb@PY(YZYs
zGYUdFCSv*S5AgrKq`K?SDnSkY@BRhh)CB!8z@*rb=qq>KHseB}>#|jeLK`hWiR-XF
zle^Qh<ac+{Ck3!kfcOaBm}eG51wTc4amKdg9X0>Hac8i7jxtTdl6UW}kFOGFfmlqx
zAhxxJ)$LXr^sN8NRlF>M!A8#MEAC4+uk~=2V4Ay;o&Hio9V0enSmP`PG3$@r!+(%v
zM_~uLPiyO@m-JyPZa!l-J;{LGb}adJK1#n(2=oQBn!Z}}7Cko9_#nKZK$7u+P*i8u
z@(P$PKWYyV0(*>BNV!s6y3D?)tk28)I9tmIR^<Pl-Ca?jUJ(X$Io+m$ZO+z7RraD0
zR&ta|GD5h-*R{my3-4kz6*hazpG0P>Y|ao#vNR7EF4@DYSkz3a8sU)Azv0>hTj0;S
zWWHD1e21@WiM5Ovp3hmjn_hV~ERwG@hVy>1Cms!VfQgRX$<$@#6|2=tlJ3hShLa+|
z5U-2YumNt$q8nS<@dsj}j2lH4(pNFm0m#e!bYuNGYfdWNtm+i3sI1HcyWGr&ObShv
zGuo=Oo^R&&&MTQ@j$FQF08;+<68@VWaYMtEER(OK?O$5A?FK#E>-rNbjx%G7VhZVt
zb0#Jm-Sf%6TuJjD>{GU(M->ut>U}qf-{LZN2Z}8Ksbo3USWIIGTyug>_U6+?uEzT4
zuUre|QSONflnJC5JXU&{57A-LsWR*i;jwGHHrK@mX}NShySdtF4lMi^h4eSYRaV?i
zyggXlAY~TxSlrK5NtwzDrmUZ~f>{Dy)>76Fx$|_obsEhJZYLE=13H)YNVFq;k4dw<
zi@i6$D6wU1G5zl*p6kxhzS_N<ma4c5A%49)Q`X+CSHTQIXV`V#<yjK{il?gjO+~%d
z18A-SBz<ScNl>fQerGB4wls$YW?7i;!Q08Q9%qy-bT=Q@f9LdZ=deg?`fj(Dlo)8!
z*@~*%98)#3Bs-r{o+*_I-!J80EBn1Aj#vG!sB%T25(kG5YJ4b>PU5kSdoL!bQJ5Yp
zM3It2)U>(4Ah}%Y=XEfxv(##Z$Eg2h3Xo-H^>Xzh`{_!pvX9J#1qIPMe?IF{h+=5l
z#&;S!(@Ou5RAX8}qED4I3EAaudHxb?Fd0HkZ<hrp=2F-kG1lM7{%KYF%gSK|*i@&L
z#H_rWoT6+OtF`icK=YFhql(D-X-yg_lMjn7)Uas)8NpWUK<tzESH>c<Z231NYEqi#
zZ=i-5f>Jb*r^(hDp++i|8@Zk2_RWOiE3iEE?TP6A7tuEhm$ZPhGms1%d0%Cfn<~A(
zQlgJiJHE&RH3y-2G);hy7s~sKuV(eLO!%({`Y|S8PNzWt=eo7;a*tBtxVdz^I}mLr
z{ox5jlIbF~I>Xf-YFYk^H$cPm+n1|ZhqX+A`c&`@h)1daJw2nPcM4fv@)Q{Sgg?_!
zQjCQG{gNZ*o}4QsZSBPY5Pa*)bH=3*o=+X$1fvaMS949<;fnO`y%nJVp!!Pcv=88A
z0Y^89y*aJGKx9PXfva|0;=A*7h3RrS&Et#BtF0$tf_dDIr3s9{xeJaU3utW$@owQ!
zxBwcXWO{V`8Gopx)VR@|`%xhRu&I2G=5{+AMl=!E&cZ3~b+_hS2EczE<pHSoMUg!2
zpKu)S_W8#yk*=W<#84^NaP+GD?#Desy=dFXRg8zq=N`8OPjgvJ&FyoZ?vBPm9k(YE
zZq9;QbwGpAg;r@v^=>(F5-?avi6dXd>R79_B!Y046d2q$!=YuucG+sjRLO7QnOaw4
zV1sE#Lqjx>#dPCU<gk_CMR@`t3Cg%fgD;fV{`{00#)!kW&c}y$qCQn&I$oq?A>paC
z`T4%B@AV3ZXwu+(Wja)yQiC#SU@N~7JCsJxfZ6rOh7jX{yu%1WBRDRUr@5NCnyQ$|
zD~u-QJKdhCiGlJum@m~yYEkfGPQAFoYY}P@dQ%XMdU_z&TG?Am+AZ@V6cU0Fx2TVI
z-HiOsAnM~+MnQB%+AoNtN{Tn70-jAjSvXQ?ngJb4rva(F8_{_+T=VDI&(HA|)2$*s
z?afSV+jnZSrqjhqgzt4(?L})X9)LXOK?hMG)#!Ac3O;Uu2~9NA$vexz0IgWJO2KQ0
z-J*}x5kd%_wlp}!Lphqbb{ReKbZ`x<s2VHuX}^&v4-*8rS`XUGI}V!{`vfEuI816l
zJ9gje?kYVbv~;15S}cy?zc}^>ax*hS59~O6Z=9+A0Vi(#_=6MkO7r}b)ang-b@p5W
zpnU>Hns>MJ>O(|ax~hOY26plBEXC55DQVSAt<LdCXxBLk+Q)Mh`}s5fxRN$`nq41>
zibf_A$RqUqK_C{!7q)AGx0aDhOBQ9q9^UbNT;DP_I9<!$AGC$Lm3>>7t>CX^P0N3p
zRbus`_UR+7dhrfNS3A}bM-i4i5HGXDh5YwLfw$uLI~reXB~<r7Q*>*0mUE64^>Ko0
z*hlRB7KpvNr$H5-u$#VYu9;&h(0yh_VUFdtf0tt4M$f2qw{184Ahl7syN-M<BUEa6
za_``_n_mDw6>zbyJ#TNvAg<K`V84_US5Ius@`h2iMl{C<;ZSjsOK0u5JImj%y1SS!
zJGF8ZU0^r0H_K^zXuRK@)|ht2ie~xk#)jHcKEY~vIRO0)hM=_)g|17%VHvndkzcn-
z_+{P)vK}71r|?Mdso1DK!Ku5#@4$Nvu>H#EyD}pTPmEL`!KFar_<_?zsV~qF7}q>|
z=UhX9GSo>MTx;4T0rWG?F97wx-Nor$!7bA`SnIw8!CWlJ!FRQu*<~`X^h-Dg9$pvQ
z%bUfT1(VmL5q{xw%SQ4vYCLGnb28jw+OgsEl6E-DQ?5~WYp!c^ca}GV|Jv)Qk9fXN
z!~c>%BK!4T<K3jjA4*%O;pDJBaQPknDw*GTMAv`J>`}ao(e2gZHbyq1`psw-(1~lj
za$siKW!;SxX$!&MZjhWcZ@_!%@PW+yF$*RlI^tVeyr+a;h@J*?BymF*mR#hjOPveS
z_Qc*#(x$oaVg9g@neyqPo}y>kw^6}rmv`+SMGv-Y>&tph<QG(*;ur2*k*g_8s3STE
zJ<X2d^eiPDtO#|R3ZCz@&0NgR?&BK8m`YLBOA)6)Q;-?@fE`wxwCy|*!B{>~M*_r-
z--yeU_opbV0O*g*zeU!cBDfV?jwKlA&GPg_3-eP7EOJqLlp%NHTF|Q<-PZr5OPU2G
z>a{UJL-w7;TkHZ}V_7NOG*qr3@|`doB{ze!75Z$lqUyvBqjEmAkNuYXKygz^rJDh!
ztHiKltM^GwG?iIbqJP7V1@{MfRrds;5WuHd0z>*+Rm40|Okenq5h3h>R=vI>HesSi
zJ=c6TsnN7C5jSW8mgoS_PVim4?_@JcOx&qV)G!K!C_uisI+2d1RarzdDyW+nlF^Fn
z%d`5Xn!yFvPO7fm+N4t*+q|q07}S0rNI8A3UkGb-(+vOWrjQg=!GynHv-ucE48bZ-
z#m9Go_Rt(No{z@_xmJ^Ly;a!N3H-w>71MdhN@0S)fW0&y=)u2Z%)f;Z*oTKq!oW4^
zqDIoXYvhf*TaK|x%#}tMnR@z@h~yN+Dqhr|sPF4UGGG)5ca_iSX~R;6KS(O#5-^f(
zj5wIQRZ=QH&ENsyaOt>F=|&spzZ^>|n?K%V$m?y{5_wL5DHEaFN=>&Tfj`HQ#)u^1
zIqj4QLZjTXg!_XJJ_9x5hkNiMT<{lcc%MCOM!GNByj0VnPcsiiQ_L0kLN~?Gzo$4y
z&swvGV_t$ZdaTMMY!j+y+FILe6<rw?7|6IP7ow_d43`ABp8KgvGo&jFKlx0mL%r9*
z>0YgIp~fr~x0MF*(9}GhX;&{d?rqRi8Y~h^mv{!x72xc<l}eZ-B|{~}J6`)z8Z>67
zVqQ<IPIg908oW>cx2*e11;_u3cKmDne=(t^sLu=w16Ol)B!as9`iiC=ax-lgwiJ<`
z6xTGCm$9<$a+|F>XP8O^h8?ret`50D%gGx&EHzTIXLPJq?3j7xkdNj8grmF~@*j4`
z92qQdxp6zvf8YGP7=XIaBIn83MmUW}ar1wxuk*&9HSYj+Rha4L18l(U`LF8sFS7#0
zQJPQw9alIcV@Pf@*FL>;tVQ0~6RU+0$@f`m7jI;YHM`klQ?eo+J*U>GT<A+8o%B={
z^YF-Q%X0l-T;I!gq1%W%(&1w(@^U|qdcB=L)gBO7ga@^<&k!L*e;V^IE@1f0qhj%V
z^(k6c^*(0w4JuHmcA@3P%@hOd&dd7G;9_0^B!mPE6np<g)ZPcL!U@5rhW0e%vFFWM
zR7n@fFAR@w5cFHr{<JRQB2Q6-h8R|VZxdhcbz)1HQ>iK4uqCbwYh%~W3@5BhV_By1
zRvaYVA{(N7g&rYuL7{7S%%dNWOUO`%Fq=_<ZYsz|_{uohwWm_E!|m<Rr0*bu5b_@%
z{t)ut%njkc(d7pZ5oUo;O{p)Piu_@Tnvy7$w-d5`6)z1$2WB~?Go6iJ9|=q*)oA6l
zvhu?cfZdn~H{nQeL1Ep?d&jjnDvUM9`E|xo<*lR^j*x&2XWGCk!~+I#*VaygDXLK>
z{?Yg+t2fc<iW7`93;DW;8BP}Q^>tHNj4Ry0qQN!(ysx&QOwai7(MbPe(d2+0y{LS7
zVmMW4bKFmZ;j1~cl;;rJPT{tfc~@56H3>N1q$<acbFZw1a$Yq2p0mob3!p>693RKa
zs1VVA6@^f~mW=WUVL0?jn6=Ex_Nt~q09N#mVSPkb{EezL0Xd32G0Z;cLt-WibRp+F
zTCDiT>R};-y}lSQ_M5@+7agsX)VTw?xQfB895xg?FMVxapS=eAhNUqhy>!KywEv<#
zZgzh!!E62h=h6r-%>EP1NdYFK!9VH!<6x0=@^ew(+ve44uJj6C%5I)-dl09^Su8)<
zAq9wrXa@Oe!bg05R%V3?e8hR70x!Cu=Tg~R-MN8^%SevtlqZ45j0&HYHVEYGM{C;M
z>R-=%dc{rQK8}-6Jew)#lT{j=h*!gbU7ofDaHC2Pxd0k%iCxfvq5>vVY~*VCiOb`G
zEQ&va=4m1t`0NP-wgArM&-wix`2QuF|MK-G9GHh9nULSP@}Hff_gRDbGSozQKehWj
zQ4Ia&wW&fszNi>8sb{6ybQ7}i&Z4C5xNbzeQiCft!0(ott1+ftxa~zSH%21oqk>aZ
zD&OkyvZegoVfg&IHr#hk%2EnH#f$VOS+g8p1d7*SFs{Whgnmw#-Nh*!&msI2^{og&
zh}+2ooH8^?k5EznPPFjd_dUcvkQ#6)FXP+G`{CO@`Sa1gnp*KcDBeoZzCF;*qh8oV
zG-0JFN6i}6>y3W=NUPs4LEWuqM=F-(7nVi5o(5|8Gb`ux+Q&@%ZO3%F7a6<?PjdQR
zIBUk%zw2V>Pm$-ebHPR?7Ri1mPmItQEgaHF;`s8$2h_y(-bvGzGI%grj(T<FSrv9u
z*|+q4bo27D=GK+;*|~Q;ps8pSldpsmZRZossoUs(P5Tc$yZ6e!!RpV_OOUBQBi+^q
zCR0LF0DZ46>)a;#SasMshaxjsK~h*PpXM23+!@m0g7KRDTgioA9|J7psP{&TVxQS$
zlE%JIGaaWW=vGA#x*5TeCs5kCEwM*8C0BFasHmF?#=$bPdD9t;4PpP~6P?gfzl+7;
z+9FG!9n3x+W1@48_bh5KNhY$08{a-FG*F8`cutG)KT<#d7(6lbkgNVd;Avgxh>suA
zsh8>!8-)QyV&c<g&5pTGdP;F~(T5XQ(f!KGVW;6~2&Bo;$z>gRG>8*eYNAtkyj;qX
z&MR1?;bINCxyo8Enk2Py#VTA>W|><*$ggg`*F>q!Z|+}RTdYL~>lJc5Q696oCJfg?
z;UjIipnNU!IxZ(tPfRytfM!^fOLJR(_V$@LWgd3%y+y-e+Ode=Hwt_k7}1*ky?>VW
zkN3Uj6EfjCFBU4-LyCh_R<>baZRIZ$rJydbi`SxA#fg6|Bp=hZlm;1;O;FJ_(Z`Yb
zsNU;4Qsc9Lxhhig9g@D8mEzJ0Vdvz;l#Wv!b!LPr^kH?OJBM(54P~ecd@Pv3nx{;3
zhiKbXlhb^w!jr?pT*6ZDn;`g2^kzumG`UL@k<~9>bCz#X;l;TBYC%1W`k$5k40z>#
zv^`pXy80|E*^(I$5cby+i`o~TWZ6>Mj1-E-2eOhU(huf5ALrRm1&s>MypK(B)+yHX
z-!NCwmVH*Z5wDym!DMgwYa-RziSK9%jnpUdmW#Ga-cd~LZ6X~<T0vkr;d2Cvqn>~i
zk_G#off<44o#rP+`f@){BMem*XM}bOs0lqMH&2TGWRloeO4OA9=5hblDf$~iT!GUS
zAErxhU4BgY2HIkVPrvPEZU#qMAA_8r2+Q-gG}-17)pUN|_UwjN?ZF8Y3emNLOEyV~
z6D!EXxs^)3rivQE*-sSKo0icB13GG?@<ONmo!sO3t(j)bv=ns_Gz(hU37I~i@RWZG
zaPbhNl6_l5aAJu~k29hUafliXVeEW;`h)t}jm(Rx$9y~2Dv|{pki1>jMT3E75Xvu3
zHPsXBjxIjwpp%E5JCx~u27ixZe=h+39(;M<d9Ht-0<TH4dg5)_r?BO;(vBIF!aAkc
zfQ<0wsaz@D$EXXJSt_ql2&CJB)&B7#x|EV60lE6-3>-^UI??g-$3|uJ*?b`zn#D8h
z?k@&dz9rBIlqU+P7&kugv($%_fQ_^>drP;N0xZ|(tOSoaL<5MKrVM31@*}>VbU#Qo
znW7@cut}Z3x(v(dd#awMUt7k`hUj|v8u_o?0E44o(*pn(9OR#gqze9LNV$*Z#<kw>
z!w#ZuwkTqX719mq%VSJVVH=UkAMNF9w@q8Hv~w4V83*BFz^@W(>y3m?wMFw8r8|P&
zr?MN?xM{8PoUqAl{A};X7-XH*HFY!95#@SPN~o#y>eO#+ybovsb9NVD#8d4Rg$_?(
z2p04`7ynhq7vE<w7{l@5ydxrdxpMzz*dD{7A^Do~Plyh4PhG4SUvuAINE?bG9LkkG
z_?div6>I6368q#jZ@T^>p)-3<QAgq8qBB&mT8l{srn~j3xG#y%>7orXeYRT&uy?Hk
zFOv2U<_E>-t2|iOkIOvFhf7TRV1P}<&kJ%o%>_<TAFajorRZF)P9N=6-z+j|RU`3&
zqKamIJ1_zi>(>{Ih9t?Gy<BbQi%LKOL)x!;xI8?3uiOV%t80O6Q9<~F(h?l=l(+kO
zYtU(}Ph;>wL`+NUasH^&K=0S*A<vnc%|M(jtDB=Tr|T6xHN%xIG%!0LJLQ`Hl$@Z%
zf3S>nHh0Dg3dYlRYugY<#h(GLvUy$vo&@1~p0q@eMn)IiZ77}H95vE4xHuGLcZJO>
zsa1VCh^I|<gO%Ig$QIY0rJQLgRY@|wzrR#y{a0h0bgwbK0K}`4z^xtNN{$S_<+;vY
zJyo1^Pkh7naKCbw`Xto)gAH>T2~mE|#Kk`49@e1m8mZISJhKpRSEts|Vjh@FDrF!u
zw`Wr`#%;aT{O-LXyE}<_L}4Y6R|!$u`qsyv^xC)JA5ezcY<eg=d&_WTt3{&^C^>Hc
zptr@uOfpcGks$<P)Htn}3EUP|)tqVWr4c%ur~{Cgi2rfT^5R~n)!B6M^a)HT;r_mZ
zb{!M0QXhF*jU7z0(!7uXb1q#jYx<z*$*}1)xXe~rE%o<sP-#Z%_hHll-}tzwL7^Gz
z)JVIq;UNu_j46F{{nt$}_Ee={dU>Xxq94ky1()HN#+q0fg!B&6Ek_Gg!r+wU#H;4u
zFtOeTiz(Ll;6A0mE^Z98V^-0yQ1yOn$5otu#586m?_;WH+J`M@i^Lf$UgXqx)KOT}
z`IUfY{b%Y`r-tD;(@wzpmV?H`AwUZpwkk2@4!n|UNAbYycB}FfybD+U*!W!~`U8&|
zFnFrx0k|Q1wSM&L%UPkq%8$z_;LjlQsM?3Xk|s5hXh=h(!L~4gwW9J$avWO@xHvO;
zSgN!VZCGWgRoyR0T(P5~lFeyx>jyoZhpE7~B4W%r0jkjP!s31TOj!#Y#0Mp0@XCgf
zApNUXTo8SrB{ZQjxt0b%+7uqM4Jqb+CJiNRxso#XD`gSHJ+6(G=1@Goa?1rkvR3M8
zZ#-Y?Jz8Nl9tb_%Ej-Z9RQK?`CyQx83rjX;MXCT3VUF=^_<wB$;0_DjE}jQa0-|iw
z1WwV(mAIZNkaYs5FIoYwkWg{uk1hJnTHmcd@RD@Zz4W>W)}VN`H^C~>C*WGopnQe3
z@N+SFE%~)a3)I^e!5L7Z8TD$Pj=Ub8^Dz1qo@qwnX>Tg0>oKeDSAJ;YmajQs9pwUp
zAcjY&@cHg`5xv>-%9Q#{FQ050oV8rc2q+;;hNrvy&!;Xt$5^?r;EfUj-I>^N7pj#c
zVBAKs&q*8}pQcL(0ttS~KAdQWX(ZodIctMJsYCPF(RdD}!*ZW`Q4yCH*G4mzx6Pkj
ztVxE42ey(88GNb{Znb+dmBq)HoE4ZmV8c@PX5sfs1hehm$UD+ht517<HXoN^5Y^5D
zzEx$nHpd+8R-xB=8CMpqZ96${Rd>?FltjEYqN2D>mIlDEc$bsh&gH7BjEoFViB7MB
zB`J@Ke5CQh{7=8Vxjb&mBHSJNa)!B@=b;ZbHoQmy`R!`}0&dTzFlwIoZ>8L8u$hZ)
z*Wk|}CZl=ZD<@vdYSpbDDN*|2cI()GL0=a**&HsqnoYlRURc`myc>W&-AgL#8wV)O
zy`qN|E&u-p^jofMJiD=9{82ab)lLEN<cpuThX@b0_h_I@JexGh0Tl!Y#?57M{84vB
zz`(w3F`0kTZtr^8IIfiI1a7|<#SgZU0k5e@$}PwPewA!;#dH6o2OhiN{g=|$N`FsV
z3u@dR(x51Qp{9^z`n{`YHVQmaX%PmaNByHIW;HoPTcW-GxR6$QiCk_r9}hL3E-C=-
zMOjQcrPyBf0=H`In)Mf^in*}m{Lu>oa&mIWUXjk$TByJ)Iqpt~fPt$|XYz(t7C2&&
zEo|G*N~IC#Jbj<Wy}Z*VPq4o>VDU{H#d^!!T@#ZL5Gna{<E4Jhw|x`cMb_cgY0-i}
zWp{D!jOJ(;e&^>C-U`=0M=X*ktjf+pSPdQ<`hv%5sL1<;lZ+uwLs%Pic|+QzE%nz!
zj!WO$TtT0;S;>e^p4u9V=4n^98!W0hhuX615jt<XN>!JZU`tZ}uyPsAfdrVh18`px
zXnBq19WFE@zLfg-2k^VQ3Yc{^I7}DemqjN7`ufW$fc^i${6}h4yToG!lh+rx`A8Ux
z+Qt>)x<E=fPRdQlNfQ(RbjjjiEhV+I`x6<Qb?bT<66RocaZkzCfu;NZ0_W9MlAMIJ
z8ugM);<0H_yP5C-X)yS>3FY;ch7^z=nPZA6)0)v|=beC<Mh29;PxUn*cNZZFviJ(`
zzg3kMT>B*?OJ;uBzg!+Bz3*!S_qB(l8g=USKOco|jTJU$L8h(hFLJx`2$cVu%GWa?
zVX=kut29+l@wi3J!D_at=}>{Bl2R|k(`~A92e?f>9v^g>^Ct<xX%05Hwwo36L_p`9
z&xYxQ>Z}0mG0@KODAVt!JyMarIT3N1KcWX|*-T=b?#xzHN&-=d>v|y(5OL$bj!Cqe
z)0uO7keqH$DpXi6<kjstpA2>19rT6>z#|@?cZ#-;D{qXJ*`2OjR?VwfU&!vo0pXQv
zep@D!ErHX*bLXUHP3Kd4ldqw(b7wd6m3JNeQ6Fr-54hQ}vO*2qRDQDJh!1>|#pHRz
zQoEX%%p(^@VZB<>p2mr$mwp22F?J5o1z2G`Z$(~<zckWO#TR{KquD}4UYz!hy}6!+
zfi;sHgIYuHK*u_-MY@lc#8L)B3=@$_Pg1;c!#(6ZXSj9We%#{qAVd&>O+1#+O<Jk+
zh_hc&$j<Itp6zvl%1;zy?DEcQHCv{xexlSPii(<Do8_0gx=F69JzDB#B)4-{C{}eh
zLKVv673G#%=Vf#ev`O6ZmG9MSZ{xQ}=$PkeV7wO@gZC=#94Kkn+8y6gva3!$)*C7i
zz|>dIU^j!YgI@%cd8Cv(f%p!uD`NIbxC8eC87lC77$H&Y{@&m2uY;camuk53k7^jt
z`TYC;3$8D>9b)PRtY!YwRs^tNmQ&U4Yefwf)0LZ}`9~mq|75qJ^#Z(hsVKP<C2|V=
z)31EXZ%<*T(oxaLG*v_+9r@4}G{w1%W%sW3!d_>>F6fmnaOIjB-!`#V5b<rzi%Gc>
zA07QE1K1E(#Q}V(Y4vD`>7i=(c10~cJ}Y}EwwTQ=H{l?)9(8!OKX(Z7ncV5Ll%&B5
zmJtqDHmjL(ND_@uI$PxuLlk`KweOn#lfyhpG=l=A#LPZRDu}2aafl;XWOm}w%MLjR
zx;m<wXj7%=Zi$>f#t<hKC(x{NpzMAj<)--TNpYGUX<r#|d>2Nckh~Aha373QCO?b)
zJ6i`Kf^^TRIxFk@o|~4<cClq)YSMk2t>6`=^XzzOP>LR|c|l>HacRNT$rHp>sU0>r
zQX_>HW*(tp6A`Q8zl~_e6w!sDA!$pnw?-vPTXIqV^{q>;8JIlUhD1%2z-TWa>wPXa
zA5D~xx?Ij%hV+Pj_E;y40K(v$NOzN3a#()=k_L;ImkW}(Nl8{rEtFomuKUco2{W9C
zR$iF^%^bJs1s4|17&Mgrb}awVLtTQ$b!jxf{qF_sQ%Yib;emfg9X^20)GgeSD*bH*
zwF5*QgHu<H&d94`sJfhmU9VSiI^zlHMx2Oh(`v1PdplU@q%Cw22?_f|&F>{y@JzWa
zn_8>0b*9(|I`|}8z<TlJ`q~|ivr|&Av1qDyju_6W(H!HL0lo!Jk~|Zo3}T^c;VUy?
zZC~cFrlmH@A@RCFzjbs&_1L1CPX8G)ORCb~sz|#C>pHrpohXIRR1|R=kN_pFR~9_5
z^8XI$AGYE@X7L7$C)nlvKCd#?<|Q+kXez^4q|)<EvMk1ttdG=bJ_<#2N|vLp7g))S
zqrPH67ZS*K^5hrGi@dq(*wNWU?ra8JOt}m?mB%U1T}0ysqN?cJStV%4kHb>66ROl+
zAy?EBD%1>uH<i*CJ4(wGmBaGXzhs6+6UgO?a1x%6<5=?hB&`*a_r3gLv}|c^s&lx;
z5Fhz$eUgqgNpyw8F8M9;Yk3dNSj`##CyHU`y!6I<3xZEl1oM3KWFJ~36sU=YO-T28
z^M8GXO(^iq5@bzeXbR`m1Wzll_nxuRCJvJD6;>oLydRJ}?x~62oJ|9zYJQN%<)V|V
z5&XPY{*{qoj6ob<>YaXd`J2t>Em%P+gW^ZgWoQaCoYCUSDclOxD+gk}htyiFF(ceb
zJ3i#mNmwt`OpMCtN}^E}M4pgGOT1eNvI|`~5V4{X<y2X{j#0^>69!)td|kaJw+Z2x
z+X{;O{~CMis3^a;?OR2ZR2o4-8iwu;VaOS3$RVY>OIjtQyHmPBx)c=Ylx~o2kWfnC
zxrpEQ_w~K+_gT+c{57mKGyB^6+Ox0oIFHZqjv;Ono*`pPf@p_Zw9KAFK_%}be2|Et
zuw!V9PZP^bnAMmcWRzsfG8Rr1YJIyD0dfeYPy!&M0WJGCr3v5b8M~`%UDx6;^nQwZ
zp3puP)k|KU#qAp5Wu$v0f6o_N#lLQbNspgsq!9Jk2+?`$=oJLT@_hw|nf=SGIb7-7
zkWp8q4Jr?&nG)z)5aZq|81~Q<C6Mqi0M>QrSYVoip;m+u_h3JS2W7Oss+UtBiw$VC
z#H;G`S`9>{+|VMgE`XU9#y0o-stD=E+w&hGt3=4-S#exT5D={DHgv^8F{<D}X*e94
zooydvEl`wyCaPR4o>sdZwoLw>cYGi?FR74nF6<Ze%=&~wcx<HkscmPdK<u93?U-1A
z{^kGssDE%03Q3cTAvq;U)KY-quvV%mTVoE!7rUHO)gNORC$;LmXTAM)C=!i>nD^7P
zqnAW+3OndpIkg2?2C4U|!R>0swPu0oGX8Z8lb5W9NpM%HwaR|TmGs~vB}|C!cfz%(
z5Ct3aSxIbt7inbECZ%6$w3ebqGU~=uAT0i#)=vyJm8ujn;F>=B)9(2?GOCxqrZQug
z_)B@Xg)*W2NjT%hWuc>sxw2~{(K;OuRE7>r7s>10?pc}dd*R%QdgN%UfMRyHcyH<o
zEVgmTcj7^4W5D;u(TFh`Itt_SYDzR-s@)&SNokhS-5`C)0rr!Zp)u{9)qwx+=cmR7
z%alTDjsiCoe|4D10<A%yb%MU?r19{%zRfdg;R<M7#?OGEq|(GiLktL7o^@N?s)-gV
z#Q@%3b8!x3M|~>>uswc~KQ&bvk5cI9jDAVt$;h_g98GO{L3%%%Sd|EIFt@<2WO#06
z<|vvo^PoLg1Z+x;GyA>!`2~hZoc5m8ZQ;`9X2-;&M#0pB+zEj<zXRlG<Sjq%3a|O(
zqB~D9K6?cC)<~93m*eIt6a#zx@MLrgWvx0yL%@?BVgqTJ@BGe7(q&i!A~LchOEw%c
z8e)YElFti^27-q2*)l#brZg<aJ*%<a%5F=lO!SR;1A3UkS0$=s<`tL6Z<F%~M*n^c
zIooPKEdCO#RxF-E(#stBnrl3yFWxqobML7;njK#!d-r!xK3u}u)${cG?xP3%Hn=7Q
ztp&q)_+~AB&r?hX&sQbCSd8TQmLcTrxGGot!*04M&WZ~;nWAXC?i^|1ehTb8rq6Dd
zEe58)Jd8D+j^@xIbDlFr<5{e;L_-)aUphu+NK7C0liXAg0`I9!AdY^oejnbsq#T8X
zRkY>m2Wqs@s)C0rZ=(ZeCgLXa$FwaPb1;5L?J<dMfvKjQoJX;+LeTIfCM~5URPAau
zma=12vIn*OjRbLK6)b}tq+#ZL+3M{DITa_>ui&CW-@Hc}6m}vE;$@lzxeM+m``*Lh
zhJ~&?4t)k5mDe+0{{&5jLbJbdozQiRs%WGV*UNmLpuCYvkgx%*-fy@CK?fMs2fhEF
z9p`$OzK>cS;+x30#!7@Ga1^;Fle5}XYyYr}fn;Q7D7Mg*M#K2%1Xm=iu|7v8kKl3r
zcKet;rxM?zM$X>E)>u}h@&#p?%CC(O-_M>#U?qt7%6#t$>`yU9F)w}>$0wNPIuyxr
zIq*=@&4rbl2QHE^yo##zqiR^GE^A+~{U|8zqdL12p2Y!!QKlp*p%k~E31pcr9s{`+
z-I+GWLy_4nW_nS~jZk87QtK5mqSHIZ2vu9&$kj)pzBf;SL}1?qA6`*ljCTzI&*(Fs
zLNu}d+E=glAZc=nBtEKdcrY=#BQ{PhPwC1aM!gNIVXpCHX*j-oFz7fg0>X;l<O^7Z
z9)LnkF&?+k9YtA`D|3A)Cf(i&Q4TdG8k!+ol$rG%3}d$2l<ISyfh$k7C;5xPlfE07
zseb6J=)uC@3ROwW9mIkuTT#HAEpl>j8H+Nd>!B??%0`>CPr0T&7EEOh>P#KqFkqK;
z`>SO=idU)PgVEt1`!F@ueF{Q&$>R)|D%m?12?w_q8|u29wwG#F#oWvRl_2xREsp_A
zrT^1^TQhE6xZZRCrRF)NeNhUAYU?ydwLXT~1O>wfsdy|dy`S)-KfYPemPPwFAuQSk
z2N;@qqiuOQ@WhY_oH1X~Dy-I*KQ^D056HGLIWcqvJp5>Xs3cboHS#C*>&Cf~ZscB3
zhdBA;cLrpo+cn8j4TOa_#7{EKHR%gi;|2z|VGVB(wgKDRLA1x=VJe$X3+4RVl7o||
zv3@E)X|FiY%)|Om0cw$Fgau)Pc&{3zjHWtLdI@#Jp6I=Y(O<kcu*2-uj8K0Mz3d$j
z)p>!1nNgy!|7@G7V*u}Srfi<>VX!lJDN5w}#stm=H+oeIn4H{l;ji=0+i}yAyBB7}
zeaTGCj|ljUV3McBGn35lZ#aVTQDW962`vv~me)8^_+ToVz}($48(wI5xyoFf!r$q*
zFxOg0`{#=<S25obZDnIpW0qCf>S8&uJF%A;|M5?dJLoj3(7eM=I_E^Mo2R;7Rbw07
z?+M(efG=nBQcdB@vHZ*X^TJjdy#49FOAg_0pXf`=W@JVFUgWci#Tk3Et$|Uf7&`^8
z6stRr-z2hl78?Y!X;^j2fo)iUpy=Y`t!{)m!M!sU&pke~xieCbjUH@QIT|U)Iaor%
z9&G<8)Ol$7i9e}XLcm8d>-x0t0{DdyxVF9j=R6T83Vudx;A{JD#S{tKFMuTqCGB3<
z6JObbw4kSDiud`&!5$V;F0$Go%$%0cx72>NH4#B(jE|-Bn4;AixT=SSLoyL%=Vn8s
zv{EWi+ORqlrGgRioaB20xO0YD(qg;7N~2mW9VqIVvU{0|eouIr=j*+P^dD3E*%T@@
zCt=x-5!&SyImZ>?Oc^Wv@ny8-OQMD*PO78O5qHCsQchu|X3vs*hqilbwP!T5xkl-c
z#VGexi`&nK1yfP;W%@V2M|OLb+HNni4N3|5aX<_B#^|q9b{-CshFjo5fHu|JEgC2%
z)Hwciv<KV|9yc|H0M3`<zAx1`OtF>CiCdPBQBFe+-SLUJ9k;5T*uT_F2*)i<9F{I~
z^<ONsZ-mBn(LUiWi*hzztoC({{m7LSqZGH;PCnuIJJkq6ohcAG$F<X|l8kAd^st9O
za|!;AYy}5-5Ivg884nRlUlY0}O+9>-E55k6>1!a(##qw-S}pNonF1O1QYd8#1Wi%I
zT<?fyz|eK|e6Tn`X|`zid8AG*SsBka=c$o;n5J1O#pf+%3QSBwkXeZH`%a%73S<HK
z%&p8Ile@uOpP$|!`EWr0>U6@S#&Ymw1UA6y+ak0%K%s1U&@F_{Bi2Lx)jnRUJWXnt
zG8qoeJB|`sW%2_DnU_gQi?mgS_Bvl2cby@|gt5|&U8Z#+5|J+BWZ1HSquH%{O36KN
z*A7aCg%YyXM&$C=_fsGD6EdG$295+!V`r}QgZzUT_0k;7{1AzSQRvn*4%#APry$Oe
zGNbvVIFoQr7NY`D({(Y5!jALPY#v+DhT>|2nA!)<(O4Va6xf*ltSSZbIrTT^VZcgw
zy=@1uC<Y>Fvi-GPUvF^#>}Tc|^MpkchtVyA=x%<Qa*`l%YtiTJh@~i)1>f=bdQ3~m
zmM<fz^J^-L{DD52wLlOm68&IECA>fl8c4-ZW+_30193@MZtupH>*VzFEMk`|b-Z8g
z^#0`*gACZ!HH=DHkxE`!Pp%LJUI4ti%ZFaCUf*0!f^x=3!edZsbE(gnbPlI{VbxHN
z5^?(Eku6XxvW?H~qex+0W#jom-LmhyL0rJ(O`*s(>B#LF&<@fJ{+i2mW^71V1tvzM
z=h5}C5JS64o=s%w-<mbj^=gel(7R`>>gE&z=vL{~GJ}3h%PQGdqp8j)B_SLjgE`|g
z3Y&U_`dksqB*qxjxD|$_mWvR$OO9`>TD4YG4I$HuSYnOSkdcyQ-ciy-0X?$ZMqTw>
z)yi)Jq;!^gY38t13hl{+Qps))sGT#*d)`Ubz_zQ{bFHLO-uOCoRHY76W`~l|Ool8L
z-4Sh66iv3hngBNk=E+=_3#k|G#b!S%Ar3y_f4<zTG7LRnp2TP>d<1}jMWEgsDICiw
z_DS?m|2`xFhhZ9ij0)me96E)Iua4HR@$8>G`eugO>rDxT@}^++mi*od;${}ha)_tt
zw<9-py@p(IRXuYtSM=OA@?3^kL^iX&SO&p%L;bmIrP4&HpP#?_=EB6xa|F)q=?DkS
zl#HVE{6&*NhFRO*_1?=-?ZVTFrpdTmUJdm9{4+IuvBX)2v;mNzEtxI4R`9qrUvA^0
zoG;Z2u@Z<BA7bi-+6hY#^2cMlxzPVP?LECYPNcc+{BkArsLOX;@pl9%34C0e7!>R0
zxd`xONws+caP=-u78}_JwyxXFz4vh7KXzR3W^9L}o#InC%$BRiQzk`{`CWDa&%-3p
zim%z+q(8pf&6GMF8-vEP)l2dC$@ZuS<87Na`8ubDc51_FgXE0_We6aIP7fjT9`2XK
zwO84YcxP)u>6{_%*+0q>CpH}ZfZ3sGp`C`l$lN^Ml6JlZz+V9f6yQy>m@d1HQBY1e
zRPk;q)B-=t-p?oUySPr*h%1$*IG!v#ri>0mM3uR+J1(MEEpGlbFfh9xpI&FS4B%OG
z00_Z1BWe=vKXu68D!k`U$MJPv+ZiMH<#`^p*?3>o8NnZuj_jpWh7<5PHiKKVs?C=)
zZJ1vJmq}ho(5j>VGXM^G-`#LS&};!)hJDoE>d#9{lmL4-to#v^MC)Zrc|G&<^1@x~
zWU0CTMhol)T>Rf{DFCR9>%oQ@n8Ud@0?;SM)OuM$G_=*fu~h*A7yq8yU_~)@llO#8
znc(mrxi?%M6K{ZWG?C}X+vbMVg>jv9mt{<`aJ~Z(xOQR!Hw|s8Vz2ObKh*pU<zVSy
z3AkU^4s>5hga)NgU6cakCI1@Nw)<foY_#1scM2^%`}_UPwj#^-(n<=XPuVOd1CCYe
zdVBmL*w7MU^BwV2cm`Lq4W<MOZOb@|A6=sReq^)fCMlRxp3xELKyKk4^`o8DulIPK
z?7+j(Bp4dcs2Sg-4k%w`#E6wRPuCS;L*Br28ug5E31EzkWZPUWvBw$73YjU}*$n{7
z*)d=cqtUF{ULVStEz3(Y4to0vFdOBibNv<`7<hdW=@N^e$C1+j++_g)ofS!!O78)1
zPky9N7_lz7`_!$|NL&2dbH{mvvNG+)dH}<xR4PE1pBj_;kq9W1|LS`X#=rWCT%$>U
z7GT~TXx<zXe#8MNHGpyI8?b!tdZYS%(@(r+5gn(82d>wSr%g6E=_z~$&DVtnT$iew
z9-Qx<@2E}J?pe<^1b7DD>T|^9ye((1&l1A{Y^Ln+GvVEcvu?mFF>{b-!q6k+daw>u
z<%Pdg>pFgI6?6wdWHvo18;$!`w@Hclsv_t0Up&0V^o;6ST|-tGHJy7C4_8c3dji&n
zAad*THtA>G^X_{VTjMsfCh5SSQgAHg+r#<m79I=>1I_uKzjpwu4>{T|Zj46<sN%_B
zwO;n*7Ad-no#vEcXO5^El!@aZ=1}JST|;V`FS2V`+({3Z;v#oV8+wa^9-ySgEd7uX
zX2I9T7|46CJlyG$H`GrR1nQ?6LX}OQQ>E2CI5=6YsA`bjKl?bQFS{8&B+75dQ|9MO
z`wF6+fXz;Xn8Foky)?=S`;s#s<;bZ^KCDVZq}D)wQ5IY^s-tKX{E33MR-Uk4d{3}N
z1CSXP|06T{3<$bwdHSs}tDm+6SE7A8*{L?EHgB`}RLbg+P|65z_<f3Rj5SDLLR7$T
z?;134Pnd|uu^Dim?N%wZ?>2iglPB?7Oj5;PeAeHRgWK=TZ3@qwg;-7Jr3tKl$84+L
zULLb*ytKW*jx$0h<@zxaElJ;V+cy$VJAnCwc*tZuLTIvCSX2G?`>m_bfG<#2>tf*X
zZgPu$Q}e~rO6c?2<L$wXZhEhX9umM`^=WhM*oJm~4A9t;tp((p;E@3M;vT@VV!QFu
z$kTy(b>XU)e^A*sy*OQV57cy0EuOVIjbDDu?>rV$94OXQv+G*9x)yTN1o>v&k8xA^
zt4qo#uXou1mblp?QkNs(^CV4(Wv_i2c{gNS?@v2$a=x9Bati;o-3(JW{M1NoMq8)J
zYJN_8_w!mefL-BIcy>dZQUlf;@W&Am%YF_6-*{vA8khSUb*2EsP+3}PS)G8(Q}K8P
zZFfL1nQX8c|MK=TNu7<%u{ALvQ&|c{$R>qZ24-~^nNLhmG1^Kcm08a|$f$i0k*#J8
zD5uHBvcS;)K)}?jx;a&*u~!m$U0#e)go-*;O9D-Cy`Mm@uxfl2wyD}OLx2-6UWN1q
zYddb*Vn|PbcyEpn1+`oioda$H^g-cX{TQ?Cpu-y0<Y5etH(;yf)?8hpVdU4#Ze^v|
zeR=@37SR6;b19sz%RbJt(g>C$zerVB__1!ODAg!iu9Hz8mfMz;I$I+hZ8HI&b<@1H
zSUuFsVV@^UJ?Y6StQspSsF|600VoXje3H$xcAK(uJw>wS$wv?8yAJV-Pkz~u0DMiM
z<sV*Gd%x3Z=i^`9n9wk(W%Lu%1o`9RN_Bw^{iojM`xJUL>lc{-I%=xgLL9v3{V@O#
zHk%gnj=8>X1I+~CLW`SUeSUkMWax5Kya#T^KaIiyfWjsjPUyHr%A7x77y9=4vE-f>
ztK0I6YyT7Pf%qJQ%_rXU0EuwIlwoVnj%1sG=3STYT-XM{b8Eb)3Dyd`Wi@7o>`<sd
zOjF#t6HKnyJ&h*)0ZYw+%lHK?^8oA1L!b+0wO><5J;8f}YJPyJ{_@yF_v*ZI%Vyy9
zWi$J3-C^@Dqx|F6!>d%gHC^2*tMi!Xj%zeoB0=u`TM(Z3@h)-M=hfcpw*_>?*($Sh
zKYS<=U$#7-L2O*9_wV|RNnaT?t=~SL?k-(+9VG65KA&HmKEh1B^2TO5w|?e)b36bJ
zt4S1;nShN}iV~}K_HyRhLh@(x@ut^kgVVx5ZVCrrIN{xmGJ;PkMg&~HNe78{+1nP<
zPc9aUWNK=sgh)Bh)9}nL@@y9zx^sLH-=GT8c#~@xRO>^0>+{<!qkU;da5mY7my-q_
z^0qqVDt;>pfPO-w!!cx2tVgKM4M7&~m!CUq@ikz~{hn(csgsmQxn~Yqg4)n?R1TF#
z3$9Bc`Q;h$az^Ms)u@nNdr%@vi~QMwkHS(^9G5yvR!UMSk!T7|Nmodj^O#{84?o;5
zVc1eaO9<H&i?7U6r9#)dPDEsxI-W;Z_~cl0fv#r!a3w3MQX&la=|BVa6`)f}Hu+Ng
z)W5`?zNpb<i|61cLO;KY2X{v>$`siQo;SC6-0K?^tWC7UlqceCL^`?03ml8cJyE0+
zjif`7&SUv0=OZn>Crmns($is7HKs~jEn}L|3+H*DKITiAwO0y>Scou>@SOtZ?es!(
z#T<X;f<ou*W#y#WMEg=I#s)HPP1DCMzCTBdxn^ATLk6%_4i1SMt6qeY`ei<7%2s)6
zU};HJScSF4=*UDTbpSf0o+m?&PR+@@7dY+(oppaXH@jR7)LUN%i&@~y5$roKd@X%)
z+9<-Y2sKZ~R7?5vvyEvHQAQ}GeLTtmFO0u^9Akwd4&Cs@NU2&n1X$ts0x)kL$kxe8
z4}8Ad9qE@r<T%(~pdt{L(}2k*hGb^xq%hwUy5ND=IgFw8VO&O~fEnR!pm}=>ZwW2+
zqlDwA8IFw)?W>2&l$n$Z+l5qIvPs_pjq5*kM@eY)hZeDNMi*bcqO-;IH}9Y1KgEkI
zhRs91qQ5{JI!cav1tKYjC9)<Uo8#ycuwr+`1@M9qd+i4>*y#y;=1I}k{49g}Os*iO
zk<McZ&SGwlrygz9U(&AktRIP^z<mVDQx6Et@>d@WhUVu>7;(2?)NpiZB>9LU1A{|)
zdW+uyn)UuuPPsei`<Wpi-92r}a*?Ag5O72<)UjmgF`?B2Kdgr$tEQR_+a`l!Y*cwQ
z6p-jn=P<Zf*#b+cV@;<Pr(3`oLkoUj8F}jQ7#Lp(&69eJBn<(ei#U%7(<o*4gl-?9
zMuVqEd7P)u)HfVjt=>{>Xvm#Ft89Kxg%8%z93+c99o6;G``45*bwnJVg_*Y7{esWX
zAS&cFjqKmBv<WoVV)SybmcpXGU1?j~Y(%N$+@3IWIt58Iu2^)ORZL4EZfW%uk_8E!
zKX)~XdM~D%L?mn7ORa2%$H1sHSZ<%Ov15<_KTo6DKRA>AL*9{Ai&9K3+IoGT+e`!=
zt&cX=4aRi?<yGoVf9jk1wcF=7;u2Qko4`!Fmlrb)?^n<~d#9mA{`?CwmUzQU6YiO1
z3d70pqP9Q2IDTxNc`-cHzU{1u-;wB6u%_YSD2#A(5i?`@X+y(Sd7A>l(Mvx0ppdVp
z3`!rQm}ujdc^i{xqLgV`u^4N<lRcl&8+`v8whdd;z$rA)+sc<h&-c-0-koy%4c?qs
zvFb~-R>&<<HpDkENi}6Bs}MD=dk}X_PUzt4Z=U@lEVWPrT`lm&kntbdj_?1R@M~eF
z%gy+uU}nU?M{mLRY5px;P>w}QRT*Ir`;IuaTprUTD{F8XnPjECzgA{n68#A4P*+G<
z8#%SukD~A9dTgSr(RlId?XI*dZ~L(6^d_UYM9&7L1*WB|otMvLkvD=_jD~3jWo>EL
zbwtS0?Jntm;R2-^hquWiO~nR?qEE;wx6RwwG@LXfqzs@7kB#}Njo(s=7)iXz?X4(M
zU*wq(A{tkgcHwNn^GlN0RdTkqf{PoYIcwSZYg0_cm?SE3zt3|dDxs7N)~UP^FfviE
zF&rnq0H4Qy8l3ed7X@4X3E;TxX1zA^=ptmeh;fQPXA{n2Z!{Lo?u~V0r}lw9)5=nb
znP4i!iI7YPgE))n^YJs!mLzDX6hd(e6{jPIlw=HzDCm0VIATd)4OY@9ngs$%NTt2z
zlJ~QM@TGoI6^GD0Nf9{Hvd&{~g(ZBfw;R=`9Xh8bJc|#&`jez@LdPElj;TPMjB?EV
zxbT1=nDnAbE`OUsrOekXRwWa@hUH5189OKfmSHfSO0pQjhUJ00S12IJ&?J_yk<?2?
zLQpjYab<f*2JXKNa<~Cw{9A$hH&<z9g<^y-TbkgVspy#ARkDYUcJIzK-5}C%_|JRX
zWFAvkl+f^&FR#uBh3==-5GAE@*xmPIL@N(ScHh?qX;;6_Ydv<=$HeYPXbA-A9b`q=
z>^fB?<{KiS^rd>VsWhfu?Jgj~v~&&f3R4kVyI$=RXVd+7TH}))ttliN6ZnU`qglKJ
z{`ON#jit0xh1je&`T`eRtYiYq$9<`5+sFQpGrmOGl0c`88AhEupg_w(*Wj*vEt@H8
z2y~Q)ME;h~gfQjTN$&p&8l{c#50ik}CH#w&b-PXL>xKPO7QAg7|Cia}K@id}SC_VM
zLNX3qSEXMKOw=f`g^J=7GhEX7Ke9RT=_#lx><?4NWF$z`uqqe|9@%v;_`T?(n~2_&
z70aJWaQq%>{oRpp7MYHjpw+Lg*r1T1;DK|oUu3dAjY*22bRa@}T&6xvM!tk!of_p}
zPIhGxfou0ZRhO?Ac{1ziMkLKq3W14?`bMouAZXzSP?<a_U?e&_*&rW4ENO_{h>Lyr
zN_(|i17<Nr)3}gN&YT{Hi&^10p`6^_c!%D(rQP6beiBD{@b5ZICZs2cB82v?wC0Ve
zhp|Z~j&8!H=|jJw%;YIYmSc+-OP%h&F=Hs6^$9cM6;3k=&W2{Hk*{)Z1<|Ymuh>E0
z+w5T~P6{m%S)f@%7A~G4YqYh3xGcvd+ks^!U$_}G`Mo*2+q7_WyPUM&+E{fWQpHiM
zbfg}v8hK#|F}zQvEJsO<GLfy=heFGj%U+L$04Z)C+1O)SJdoyT>$S$xJtwCTKC3S6
zK^e_oRp4CP#_pq5VZJT?-G$-&PwtwuVI4+|sR@tM6LS>Vx9W?<<gvskE5W^IT_{M+
z<f~PNLDtWt@mtWf?;HO%hR^6TE*&XX=3vKG#oBkPWBK<h_LBOy|CCNDrRp5S-nfv6
zQ`na>;b(+;Q;w2b25R{Tc~+q&<Y}bw&>Z?|k_Zb5SoCFIN>O*NNVtf4<$Nq3M%K*M
z4|dYgiHfT%g7Ifb?O3p@ag{^F6xCnb42QN6Hm1|c@h<pC^;$)$m2238^W`UYGez#@
zJ-!>*ZACEYa0|Qd(QWzm&NF!J%Da6*Hild@^@mJQO}1&M9`a5~%^Nzwh?K(SkT#>Y
z_Q;T6^B#tRhV&Pp(R_&k0wjM`&O!wiK5zzXx9EF-Ibw=vfCXi0uA?j8Yyn5g@U(8A
z5BcFPTcWAZID(RBp+u@$BIuBzqrL;JoDo_8Y4si^)HldEVKMmFqZ{zibD5qq;i2;H
zlrlf*V(iSIMK-nU1ZxiRGEUt^5Nnw;<3WS-9DQr*eFtAYk98?m-2Z-M;HOmXUpL_G
z?e;G+j}dr%7OosDN>A1CYSzu^9eu%E49oqr4N<T5B-u&7Vv#A(4;4$B3}?}2EE+>H
z!}X^%j?(C&lHIU}^cB6J8OhXh1#>Vv?8^p27EgtJn;b-fY`h8{>&x@Cs=#eUCR(&?
z9jA;C+3rIQdx<JFh<m>NDRv;Cj)<L>qe(^8xl<`OMO9y`QBImuHtZ)IRRjZnl`=w)
z*7t47;@+w?#8#(NN=bVIz%Zqd!#<k-6uqQfF|oBKUpXsd{hQC5opNKG`k;8kq-=a(
zq$1!udnI0~CpqZfVwB_CO6U`SC=*)q1ch>?0FU*sH>Fp-MiWNIkL3}lP=M4Wl0>BO
zj4o7q+5`DeS&53rDP^Xn$_0ykKuajAj?WR<7g2+P8z^no*vfO##VIljc41@>5})@O
zBR}O@HKeY%KTR-+zE+b^@%+yaAl><8Bn1<Ve0rWXj04%?cE)Tx^|RO-Q3>K_5oVgw
zeBYbe*BED)){R^ai}h$%%vaHGEPWnR5maTwBV=tMKvtg&sep$#IKMcxp}3(Q{$)eC
zIpPi?V*W2)ygDKz&)0=!4jSE5N!9t=Ne3y20*ztPYFx2CNe0qWc&j?1rl9Otk74!S
zim}BpOEi$eT(v^BenINtpGhs~VZkJfp<vZX_9ie{up?6>mIC#-a;MDawa0Pq<X1oB
zuIH&zfK)*iubYplqLO}r*cSP&IKjfpHLR|cIT(KChB;HiJQT4FY@fNN{g|o}bD<->
zYD?O?TL=Xd)o`rUIEH?l+IJCLV~2M@5XC<qAHMucFUAMl*ME7lPyx<c1SMGw8f9}4
zsUwz9!B4|NMLJXHGrA_MJX2Y7a1ndSBvua{b~T_bmg{_@Ls2or<4oXDY93(JK4JRx
zda62sdhc0}ZW7Ds6Ap$*O0FG-=miy=k6P9CTewraK$w7WqmgkjQ;66v+5?12Dwrzh
zu#t~jUXPw0&#psl5<Ss*!nK=fxjo3@>!d4P!&q8OF3$=>9-a#5bB<$TYAv8tkPCk_
zxZ3V>TqeejH%wF9Fogk)BSlk3gBtaPEhQ=pucoIfbmIc@sqt<PG}nXtcYDeW-|u!e
zqOJ;1uqmfr^@Zaq8RSz-Bk{gT*^`f^5H<k~%M|;WOd8Qr^6G!KOwtZA@+A~~VU^=3
zMewex@#}daN8x0Y@4`q+wjT#IMUCHDY^<c}pWIQ+fDO5)fjoLV8XXLz=7f_)3Q@|z
z)ty>R{u1<tL4Dk*t2)+>XgVwGY3xsmA`TKm7V2=TATbut^#Wb7ovE1h?6<&P5{Pz&
zDqInS(sGA^NP>;V5|8h8%3Hr8M|!|Vf`9iW4pO0PAW@tVdf49Gh?&nZjV<T6A<NB1
zY*JzY?2M6M?pQszbG^g}h71k$eOW>+DZ0@F9r27IAzAA4SlIyUpM7hEiW$}`go*&p
z^s|KW5hc!Kwt~2f3w>_1@-o~hvN@Klwr$Lq3~$RQ6!<|q|5`GUGt}AViqra*9lWX&
zP3)Oyr{O&6I%jNu0MSSyG-e2`(wq;N5k?s;=fda~|A^<uE4rs9$BuAQOjF06y`}`*
z`yXUMpzkL5KL-2|B!`2!AURE1#B{7^cY*`ER06c9h(H-{Il2;#)GjkzLdE+II5BQ&
z)F^$O57=aBU4JthO-FImSLTc2bjO);W?udXbk$yFHd3j|RG@n>63m{Hlb0Fcz_{pM
z&*<^_?WdTP7S9;6FsBxG4fu3DqrcovZzxBg<*X8I0cN!pQm0@R&zSz>q&d=rjX#zu
zW&@mSVh&+Q-y&xH7fo+^_x>U7trB5!J--tzZx~svN!d^wf^N&~mLlngfBIctYZ~Up
z64)h<h@a);IH^K|daI~ih@-cR)bYGqdjBkBYZFDIb&g~OF*NpPMX=Nx(+uP<LZBwU
z2dhxauT71i9XNR@qK;p%24omRDuX(qTaWAUoHb<n{CI46D?S+Xb+`8OafZt9Q)o@5
z5Hh(QzbduNRj4*}<i>_*p}zf6f}LY8Lm#K8e&qLo9>>JX!HXm5dGpVEj~MQjS1SO0
z#L!N108d!{TSvdKRNt+vs7G+nf~nG%Wf&}sW+pJ<7}gD1M)ds<kTWWqq-AEdZoerL
znh&&H(hf|@hf>7g<jUmL8nz6MdKfS>zo-FjDOpqp9=~_24>RH&iHFZ}=orQX`0_V;
zO9KqMwdizWPi;I;s>*$y2Y?#)XCq_}xN_JMdy<WqQ$h`KkbOBn+afgLT9(eF<90%n
zE2ylZaKo;!7xfZm3_g{;eZAx=u^@~@#NqYWFH8BFZkmL8dk(&Fa^B#3Omy5m=N^+X
zfwb#|QoC`UZu2@HMF12Rwn)=;x+NDCu8{(J@U>lG=6n%S2^e8&ygb_gCxkX%Ej=B9
z?O38DKum_fy$)B2qvbyrG>sh`Mw5ElHr{gAF|^5_VXFQoAfvhXf1>KNFI3`+3jcuN
zMrR$tHg)@5-Gx`k#9T2p(*V~EP}EYKRtNE~mfe9=gkqVEZuH9<q<^9_YS;QNDsCus
zX@5yu^mo$M+<ttpipt!71u*5j?tjZ(9}k9w&K7H%y=N+leV%T*^iOu60iYUky;6<p
z{gPVzPruJTT_eOh`UL@Hi$T@mUj{ns)Hb(RrKpj5@^6yqUtwj46)FAi<J!DmBxGU&
z&4iqpu!TfBE_z~FD|lOdYfO7ae^tZK0S7Z#h*+o~z$%?+;o->Xso3gXfw>HsjwaYM
zqToZq+cPLXiOmLxR-c&q?vQXd##p7Qy2!{NW_A1mp#+2)@xiPX^)o3g#2T>_MW!~5
zC){x1#jYJg{cM7ojMx`HOs(GI+A7**Ro=%gpbYCHXWhHvgO@w4DGfj=GKFXDzh+Q8
zGR6lCd9SZ7&;P5!sXif9)vC2m1+DQH9i5cQO#akEFz-=Q8J%$*4~{cR{dw`t%Y7$t
z)n)t=_>ccndLh83=jGJbe7$%gCD8<dl$6a<+UM7-G&4SH{4?z5h1ZlqYk1A}7PNhH
zyw-guA};5($Us!o<>Z6X>ksLkYUt5*Uy25VA0YK^7YNN`_jA7lTv&3#J4obifbun|
z1~3Wg>fVosw%k$}1_O|;fJ7wok<OQopUlet7qqvhLS*A=oQKsx?C>!Kv6l^S30)oj
z=>T|6)0KIJPFpqx7ymNK>2RamETLLJ05fbUr|K?KjVYzcWYV5;FI&XuiLsfH0H6Qf
z)zBsVJqvgPYi#DV`7z>3rcB|^K*YoO_ON0zf!uX5S;R3=1FTLeFMOy7hu51CE_DzO
zb%OA<S?mVVx}&1*|5DMaG<NtM{)BjHgsE2ue`mb*ycZ79b#s-QEIbGbN(Er#glw;y
zrD;gKS|>8lk0?L9RS0_GC}E_LMaPXrGQD9Khnf5hZB)t>sGsOkRI~JU_F=)DsgS=d
z$Wm3a+&{_bN@>vW^Bc)FjkGd1BFufAl<|>im}(FmjQUMs`JMHV298P7u{Eu81y_7o
zFmzmJ->YL~ih%svB)TRMT<K`0f~c_<Cn=_?Zy-P9*lNYuj==0ZPmo|{T}$I5X_Ee-
zns@a^&x)?iWQ9S03Ns)XNr2;Z>_xA<&N;q!Z<cX+0#4j-DmSuRDfH?Dm3*_(W}M3k
z#e%=4!Vv+JQK!Oqv+PPmvm#S}?I^rC;c_1z2<T(|wRw$AgK-7iLQ`WXT7YcD<}DlM
z(Mx_n0(KZ6DJ!aIfgAm-Hwizi8UnbL0#_|ia=xVyiY=xx&p^OEI^Zxsz^&i<rRCkH
zp&@iYVRzq5G_z^0eAP9?87|CM4I~@ZAddoW>Hk$e+qjd@m{sD;ibjlpd`R!QOXQx4
z>$UxBnboPeFn{7D7y!@z`Y9%y4ye|EkF~~HTOBrZ71Sf|v7RoxH&U?E;Dq~B;HQ5D
z{MzfGT|DdlX+TF2CJ-|$pduBl3<NLnk{GDwo>G>0aG3KP3Ut;cX&huJ;xh+rOpge?
zQxagbtPht!*zgaR%+e#m-)T&yba?aAf^5knB(dT&I=`yTI~=fw*xm0|yJx``mbN!7
zaYaJbQ*L0`YEd^OnPqLC{V+nxxAx;%=i^Vc1S}UqP0(}0lS)4$U@(C|0v>?d^!U+4
z2P7k!9=8M1Dj*6r)8A0{mKs6mii+ijh3WIn0Bcdu-SKP<L3nGXfDv=Flq$BH;mqS#
zzyboA*EiOH^>1eBy2p)@vcs<d$%p8pw~fhtLm;N&-gi^~ShUwaE{lRt4%OnUUSIkV
zlomm6<-pRC3IIw-6@Nv+k22?e96KNS?uvq$*={{RpB2Tcr_SIB30ro!(d1s!apE7m
z>-!OmKW%*$4srXvew0-iMs}U_xRcX8c%Av-KuD{qs_Hd~>k=PtGhOR4?!I?wcD$RW
z8}T9&08L^jnr*n9s{HPfz+O&|nS7H79l@wE#G+P&7_~Y)6JurGT=)O!pkHG}**gan
z%kJeoMVNRntoJ_7<bWf?HTMv1Dsz?-$WbVi=5hA=C~rWes8Y-!dX9@*Ug&xFZ@r4}
zygrn#c}#(&jz-aN=jS%}s9ipgTUE{iF<61Vs|=h_J??ca*-%tJ2HrJr(-dcb=PX~i
zZnidRPs)X@o!l937RLZ@GUL3p)YyZ@7s3M^qb8Sn@1J-8z|?MTYx$fZS65_3amB5V
zV#nUVYdzPmu}y+PfMtKV7=JZWU1a~`i;j2W;ZPXy^v4GPC2ea=+y5o{(}>URPGp(H
z{3il9FFAqSFvZ-f5J)QO17u~7u<y~-^K~Zjqk>m;nWdbj+W*ZaSzf_CErP|LqRMz*
zBuj$mi>^(=SB)1m-N!&s?!0IBMlHr5g!xbD+j85T@#MgKApPKg{<d!*2v7>K2Z3;u
zU$~vC-ll-fQ@c^Msc3}lVyR6{-ZQ_V!tE&krT6((j@48?ZVbS0?UW<vPpGbX+s_QI
zhzodxKBabR?|nlr5iam1K*!4{OnU&@2ZU^hf`I@*YiKM3kX7>oh?$9#$q7$p+5SDv
zR5;+m(Q_O|`VuVv=lt7j<EemhoXgyW<7tpnu9;j43)JhTBjFAG-yl9JM>Kh%i-j52
z9#qsr=FiLLp#`E~fXuntS1XX(r4EotSAisrXsCJa7iONTI_udfo2jac_T==^<R0!G
zAP)4>Z9Ew42*5wjj@6cPJDVi)aeE$Kkz|y7&*sU^Wp7cFZkaosR_v4QnAG%%S`RYH
zCd`y>WwSPI(kHOu7RBsAI?^Z5ejD+<$&GgYsT_~tV*<@joU}UFy*%?2#hA<(7V`|n
zIAtT7ZESJ*6t#Y+9Wwx)FZnxeMCb`i-qBlc+=1ym4>usr1Z$A&@iE|73<O;3(k8_K
z$8JD~`#J*(?D%Uy{+dv*RoZ3|3uug2m)=b;!E0CZ<?-6~?;I|EJ&^~3pUziC-h+zF
z-Hz5B_rt?Uf&Lv}LyL>EPGEJ|7#{F4gpa+sFG%9Lj_>LUBQSW+g|XRB#*4wmAbtt!
zv!W;Sr|l|CeLQl(E&O%5m;02_f2EU=#pUpUP&+Rv&=Ln(XHtGAuwsTm$h8AtvR;h8
zM$S*R{+ZTT*S2hoG#<#VO}RSyIeRbnIo3`%$z}WJx}WF^yIVw~L-yM^VieD1`B%%R
zi2wMxMKx2l)=V(il|R?E{>ePD)qS3&So`jHPWScn&ede)`(&^G8UriRKm(&nE7=Vy
z3_XPIBV}5@mwk?{=|O+y2~=(!gN%S<5OQtGE6Pn#R?hY?nfH^v&J<VZ`6oUk9s0jX
zn6*G>Kr!0@-014CUl8C0?INuvzeR8tJU+6S^YmW$-%x%>dhd7VMZ|#&Ya~Gcxdg;v
zj9uVkX4D>BA}u3!v>#{hH}=R<oY73&1epAjH?8a7D@39R7$68^1shq!&2=HULykeB
z77Uj{t8<QzYqB936!VfpIId*isrLeFSbjF18noZ*Hs#}wMTFKIqrbg`ET#LcN<7$H
z%1Ft4<Kkx$ZJ2KBbD3DupV!wntgM>5Pi>Vge25<H!Z5%~pf{!E!|2eNZQ1c{D3wzS
zBRzfQTO1DIG+a0!%RQl3ii^bmxzV#OFU^qQWQYK1eEu9@nZEZX<tD-NpA_=DjJ_K^
zJ%AHFny+e*<!+$CEHw<tKociac#Irb$i3u<(#P%E-u9>U$sCGOwKSc%Mv})SN2nV_
zVj-E({~-rPrEG}~D_Ty@(?CmFVh0C>ciizmjr8d(SVr?dQ94<jy|x0fiJ!+SuSNNO
z<(xoXSm|M8$etM;)A+S%4KGDn_O$(eboUr`_f>A6Gw;IBLz_9EOpYiuOqKa^gjsAJ
zi=mYH{>-m%u>{UzB46nf@D?!rmR@2flkzY{@%Ye(8kww&)z|)qfrtilQDeIONV~*W
zTjAh9k;k{Zy8CdZF*12>y?O8f5qX7Qf!;kU8C1!dQ=uwlS*lRvC1_Z2Z-->Z$>p5{
z{Pz|5`)di0=C_KUsWNIsQ2Xiu-Q7h|tGrG|XS(7PI(Avy217ibAC81}L-N*?4Ub1x
zU1I6?FQ;j_EzH_qH{n$|`(TlZDmB5>9+&P5d6N;HwbOi{F2MZd633;ZK~PKC5cxv&
znBscQ{tk}+`wP7+kU)gmQdJwG%tO|i8y=>CnJ7OHkO|7FSQM@gN3XVa$kU^YPWggV
zhfKxuli5ngu-*v1QVuMp%JOgDlIzMjQl7^2#4J&=dolhl3$xzaBfvfRDOqa!Ak>J6
z8J8dU{4aOFn!i6dBhaYI>(vw}7aCC%J<v&TAdr@zmXIE}VZ9^Z@xn_kWM(4jRH4at
z5Iu7>%OjFQjS>1ny~f~BcA*aM&2aK_L==8x+zxR13w2E@j9(F`Nqf~8aDhC@|A$C-
z7-!+QlB;CRi*bGat4K3rzqZH)<xrWgd1F(Ik<sZ7&Mb4R2?q;$JnA&RYDkG$7yo#m
zkjXW-+Y>4U>jozWw3Ffw5Gsz6^!EYjo(lD+-5CfxD0NRC06hSIhsUGebdQ$bNfyzR
z6`#)!5Hp#FILJ9QU}Lf6#D!{fW)^%I_*?IfNr?czU7skLz%b?MTME!Xux-+$NGW`P
zJH@sE^HJnZ!c&ig)<<_CGk5R!_r#t+dbhs$^f?ehd0iOe6ZkM?N?{gm62j~@ClT#c
z*}R7=oqfQi)kw(QH|s&>fh>tB5nBw5i-J3@75*38f6vcfD^*sNbLzE~{5?KcNdy}=
zmO@W|=vjXyt#UFpCmSBTPXaUsUhIwdE&r^KD-cop1xKuN?LL?i-R9ZGWY*t#Ie&lU
zyN|3W9ApuA=2M2{U#wh{_<aYB+X7k4Z8KB06g-L|TYUn{lmKgwDLbcPM#?@Cg-pd!
zzf4oqlR84ks3+P|ux7p!vu+w)_5Z%;Syk%Mm64XxO0q?dez3M@Gr>+Xty=pu5*FLv
z2hpg>*)SsSm`#RMv0&COl0%-UNj@`6oUKaqp%>)lj$RKzoyz*+f^=IFUA;oceIlhn
UVXMCZT(5i5;&R|p(O2*O5Bf7Or2qf`
literal 0
HcmV?d00001
diff --git a/log/zPythonScripteTest/err_n_plots_multi/IterPlot__MultiSO_Vp__fwi_FWISO_iterate_m_allshots_5_6.png b/log/zPythonScripteTest/err_n_plots_multi/IterPlot__MultiSO_Vp__fwi_FWISO_iterate_m_allshots_5_6.png
new file mode 100644
index 0000000000000000000000000000000000000000..bab6a9dd93a6cee66e5b47885f7d7fe17c9f1d70
GIT binary patch
literal 33626
zcma&NbySs6^T!J!A&8WKg0z4%NJ%3cy1PNTyE_D=Lt09@LApV@ySuv^&LQpt`sVMw
zcilf=EzUYT&yLwMvp?UNKxs)KWJDZ9C@3go5n+%l6x1_i;O95OGvJfo42fA#P+y5e
zK%eEEk`9s`lQ1W49#Rurt4BCwLA~j(`<_t_z!8%Pg3K6VOGeu9#dU;3vXwDHZ;Zut
zLOXFfa9lflgy|4P(PCjgf1yAUUa&bzzPYouFF)fnyz1{yc6D^vI`dfIao9?+-4y4#
zN;pdx((O-hX5A@Ge!!v4XPWmxCm1jYOALcXg~i!;b}qz1J4d}R*-$Jnmu=P}gn8h?
zU&ea7;`}XsW(OV^@i0?B0aot{6K?Y>oV_h_K3=G3-^<caUwe{>;Mp$sAt9@5;6K9^
zYG#-YXpwu;9KSlKIb8<_ph7|MX14GmKtU0Xej$7g1%+x%j|wb70F!a4_$%M?+5{uy
za8xqfs2eCIcB0x*_d+Jtsh>&-{)OLfL}N^Qpt<YNutZ)F^8sUsgo7c1g7Omn>is{S
zx(faFk_js`{du1RlJ<z4_dZ4n5~Xb`1=WSnrVW_)Jc&CxSJleZ+Ux&gNN*6Jp`buN
zDyEF&Mv#~>LyZW1GjXAwi;cy^z@=B1@u^LHU<$%62>t(f#7Vc*qQAr0XFG)T_b&sd
zKYuenA%%mm9UAcS+01~Y9rS47UWnjmvOXW3=np+SCnWy&CHeDyoR_}9WQmdCp5{z;
zSggF+^S-<Si-t%h4jL*z*aYMkCXXe(%rBBFVTp@S8}Z479CuejznqPbYJnH@KbHDG
zo*ODQksBLf1cFIJYcHq@)_M>3B1#ZdgU|KGsVhdD>AEtAbY?osVzyu1Xx4XLi2qp}
zD#`!*C_`nb$CRTwLw$n7dgRkp&uaydw|G*Nh%T6=$C$K$hYIs)Q*H{ncUoEBtZ#l;
z@9cRA#(@ubTIm0r=znhRi(Vax@3_d{`61DGd2b@o&SnddDj-56m|q1eRK`A_H>o3V
zm)l3~<{M4z@%iJaW@T03T14m8im30yn0GxJo+18^G0(U%0Vk1gzu~rbpW|UE7$iSm
z0+EvvKUo-LZg#S2X;lE(UBu*QTHR0o2FGEbqCJD+wPSO>{gs~nj968p%6R6~{vKzh
z#u(BnkOhj4!{)ev7lNN@PV#!R#dNV?ELiezf*<#giK$Jn>3ZeV)@+poNLTVxx<<XC
zw>_=Wb7s`pRSZs+j%jjz4(=Ic3bYwLxO<|Hb_5DSWewjxlSGF03Ay^zvTf)IG4h<j
zd_H6tc*WFx3br0WCV&hNSq!m6k%fsqoZLfF50<nJDqSe`8*esmEfd+@<qh18lkUDg
zS|#y73;fj^rd(_^1;vR5)&sec3By6vD)%mY;@z=&(;hVUuSZ&!Pv=o4hvkFYMJ1c&
zUeoDrwZdRL6MHxJ2I`~nq1tyQE05+YprN_f+O+j5;La<}H#l$I!cqn1{-S?yB_~KI
zy4Qc(zzrN1nH=B~$P&k?A2ttBx{_8RB$2|fuJ9U+dq&+ymVQExY(A0y>rhF{?POwg
zXbN>C;=9MUSKJ>Ot&SFZ!?Qi_PeQUbHaMy*=3+#%+3iin8il$>NZ|1t_m_(`IG)!k
z6f<o0H*f^>I3Gl3Cn^}-j#4L<bTFA2LKC<oK!x-wvp#Ey`>L8<Wll)`Jj?Gz{Bkrk
z@(TGwQGbXzTU_S%1}};#Qq7+SYFOP8u^Oy<`XA~_4GuQX=o+E|RI8}n?j~@95zi_^
zm1FI}3Dp*JRlx!HkgH0VS34?KdtIqc4{6_)h|>#-IWJnzy0T>_F{BzFt}%|t(N~?&
z&?1e0<Vd{n*pZSv98R;p)3~s{*}h`K4+R|D&nEX*!eSbi2L<5euN@Zo{XZIsxe#By
zn+^{339)oIsNe7P<h<?XsLc4XHE0fxvde6>?48VBB|=w9y%(djmE^dhg-xd!)#HB+
z6)p%YG%A_|yZiVmscFDAU}Sa9bWMsXwt`<RCElBSZ*IIF+31_XkOAy)E7`TRXYJeN
z{!CugZzU~rXGpT&P~)+Py}iy<vHR5RY0I3&P4ik97gI*)$+IWN3VO8E2J^XCP=(!0
zU0K<wKa%AFcp#}(3tgr_QD9Ay+W6=C_*OREjT;SGO!T??%FLdpP0w{*1|izT;lf2P
zmB;Zs;}o8al@zh)ds)^caDSb>8si)e%9G3IeLOHc7txk5ElOHbHT@0uot%AT0o(9P
zJo&#`UUW3N76cfr2Y5eR&tVSU@W5--S9vZs6~LkF3V<M2N=r^>W5(4#-aQ?)-__zt
zpIYf(61!|I2uw@_f`e3I@4${0A9JMM<(XHhRllm9xBIM_A~>WhFMph)_CR+>+yz*$
zfm_+Q`w(M`8D}}IMOH?oPS9J5%hG-2g>du4eGEqQeSW=(yJ?3ccWRDQcV%c|Ik$?$
z-I>OoIM$fSWMNZr*sZE}%Wb#)<wx>s38|$LF@{Z_Huj^}qC`)nJ`!;=he>&$J+vcT
zchzEPB_3^_j%Z2{)voRybb51fpx`QsgIq7=JwDx?fp>?JuQp<7I0B8fBUTq1>rJK{
zH#TxIzp>H))8;u6>dJZWFxc%{g%mpdB6{>;$2=w)2ATy+U+X7RAR!_ywj;$Fv&o+v
z0wAxF+&4>4oI(O(X(1+8hj)im;6G0E!Fs;*o5TL_j{qz>l??epd9x)h(@PuT-Ql#0
zlP<h$bF1;(&)GXfcBT{g$G`YpF(UP6g1I#gn$j(wg7Y=OiIZ8Y@5)Yd%=ZM=#rRZF
z6%f<P_{z?3kv5J;hjh<xX!z`h=?3SVsXFf8kHP(SOZy9wQHJ?BOFHrQvi8ko=8#I(
zP2hasV33Dcjj6(jj(`i?634B&2Dvo%z=U^vjY?mcSU(qUiF_d<I@y<e&3chgp+nJy
zVaPGKW$AuhVcfX%zUke#4UF6D52)Hw{xk1;%1LmR3WW?Wt+k8YK_2QIDkMi=O$a8)
zG*$_1E?quVKP<f7bdqh^>ypGDC7#Q$gSGzBopUX?uH?m_*01~qH+ZzrcMQMOSd}J!
z#%|m=7<w3fj}r~dNQLEdVFON>5r{1L{y+?knnA8eywm;FA|A)3i-xN?;q(ayOjV)J
zqpOE99PjqlsIMSN7f6jYpFTG4Z`AEdkusnqNiWuz3xCHjtS?8^bUV8@t5h@_f4}Bc
ze9$;~0sR!qlk8{_M5Pd$xak^?2dc5(M^O;7-&LR;`u()sa!-()SpVMJyIZl5XN=S4
zkL9{oP4~1J(pIy+Xr=KYOQD`s<~gaslQA)M+Iy3h+}Bp6kkbcueMt$4?*VYg?72Xw
zS!6#zdP*N&+wG2T#*cgrH0lcDVl<@DI^Wq1#jTc0#ztN^8*Z~am{Z!w*6X-jc(@t*
zw$to+-nPc&Fhg$bNSr18K1!V8JV}y4mT!Ms4_Qlx9f#p1EmLTRlL=+wJB7?e@z&lN
z)J%N}71K>N8q&}hQzpK3!Pk_7qx~_9?NTUtXfZ6kg(1|03K`TGmV1&7UcN6RI!KKJ
zi#u_)8eXk~5%*hD?ZDmPhHjrhB@HY&7moPGOSL^t!}S*PHFvRd+4nb94`ScqFJv^5
zukQ#_ZVjfmiP_heQ*<SVn~Mk#p0bBrHgN7&SGyx&5E545kNXpB(0G9ocFCDTkt!zo
zNQhL^^@Jt9@$ZjCI*`LujWb?$Z8^X>vMxD!%-(arKl!Dfo%A7r7(%Fk^&2Pjzs=dR
zm7w=HZ^IA`+ZF?zZ5DCvee=8@8Y3{D0ZS}A!(}!1Tpw{9V!H~<>YGH9(bT++O{D#_
z{gc+)%m+6j4IjvK8<SjmM^Jc9C1<s=e-a)=9}#R+`Ze5M<9Rk+$I0Pqmg?N4aK&74
z9e28;G>kN=eH%=kn`JRyxRlT!sJuK-yW1GTCU8(bf@1xQ^yHZ@Mw{FVFv55^@2+Yv
z#8j&tVk81bs?7Vo5j1R)$Ay$!kS)kJ>Go`y@;vC6AAEQd-ZjX67H^mWwht5f%=efJ
z{?xXp-SJVgs3U9>)L}TwiA!?3Oz3huUito(F)lXlXuirE8_j-qy3TM&GD8rV{eGIC
z!_lI^oE-NW7oq$;x1N@5Xs-F$B96b@3$o{_h_E>Ph@;Q_%Sp0ZI5q`^dcTzMHi8HB
z3*Ke4cxte$Rw9Bjkt0b3a>JvB;a$Sj3DBk0$eCi|7q5uaf>$Wnsxkzf?z|IG1?Q@Y
zfRqCqB9amKfivOviP39d{r>k&fwtr0O#JA0{{cMX4PEGqiqp3OtI}QPP2x9iF-*0`
z_GitlS6axdZKd71mEHCo>RUYTDrelf)$yW8iNsNNGAfm#g3HGx-on*uULG#PW?IlL
zg>P%kp=fyj3i#X*l||iN+j4f{^Czo+%r@o(N(BQDvO20RF9PES@G5HA=tM9pxBb<1
zI&r{p!WO|-0TD+lUc`JOCW^zC&(X96nX&>RxTH%ncdFc0b#@TD9g~vwBm$q+1<>nb
z1+lQ1JzTrE6N?#uHLb@&`!nYH3CM0tS-ga#|5qX`n1^Hj&ORbubOdG8?K}TT;irHe
zOqQY#hScqaY4MT~V?l#t9q%K?BX<=)hm!A&8bF&@v5)fJj@qn+VWBRb9U5d|4_;L5
zE~f`gip$`O3Sl}Il33JTb|xZm-x`SkexL`GU*mZNWLe4XlcmU83q@R>DK6kP2!T_%
zK(J3vO8jUeE{_|B!~RW+F{?3$6%bACHZFtrXlLr|r`j1U@=Dx1JZ{%ej^sUH$IJnz
zh@V?5sqWaO3mlq4jWR3komRgr%jWvyVh*~4@jQvPiK)Vw+hdX=^pPQQspyO^WYNWo
z>m|fbUJ?KLD&uG%vAWEDFTF=8)!}^PTl-q6K(Oe8^O0$RqIts|-O$3tlo)PqqIkAN
z(?J4=n9XGU_ZZnrrPv)HpcTILygTGc>#5%9ikok&GaF0$hTq<#+USCT7K&%vUc{=k
zZ5;gMNv*^He>cR*ksNUEHWwcLZjz_b>Q;mwa>=#4ntE$~nS`0@QRM=JWpF;v<#mNZ
z0ZWzf*eZA_W$d?V{{!ip6_}M<*aF2kb4p6ecqZ%j5K26>OS(gCmwu^dr7wYHs4i4K
zv8U9(*jcD_cr7kBU*akvvSjD&vgdJgfg$D23u?ZfNJwTkN%=Y1H8$iX48oAY9m&UZ
zL=r{u?dVu&s0w_vK`*uZ0t_I6eX^tXq!s}sb5xS1m#~`2DHi65EZWSC%lEPy&qr93
z$6l+s?(9mOVHXB<^b@4Gzk}rG=Nq*7n?GJ|>Zc4~a1gSbLW1#OhCANQs{i0-N-qXk
zm^BiIOqw@U9Ha7mUd+xCliKY|VPa(>Le4ZSi&kWXzdnr|dE3?9*A;G^d*&-69I}C#
zGn7-r@A+;<Ab-KTczB7DpRW;@<FNfZ*uPXE3pX%VE@zhdEKCspb}CWJy)sL#i$$)O
ztIe@GB>{{EY=NB3Z|H*=C4EyCwb+F+{S|2V3fp2;PoXF8L@1Zd4Y5{HsWryY?RrPl
ztkIx1U^_HKm=1%o?{={cVKtlAl#ZCnk(!F?Lg6?VU&-FtojQvxT55P`(II9(5+d)m
z92*jVoFB5AUY;sxCaYCtH>B%0&Q;OCA#)nF<_Qrnx>&)`=su!{<!_Z*<~KGQQ*%`Z
zKRB-XhOpw$MmFM-N2`aR3zhBdSF3n<OjTIWvVzfM6ch$lJ4~_YG#Sljb6D?JZfP}U
zzlUw5JbX$JN5)m<T#iUNotwx?3^3X$vzPNYJDT;w#H=@TJM92M&nMvGNHLW{l!H0;
z6lj*e-5@D0o?R)KJm7Je48v}P#&qC&tS18j8AB!<ACInSJM;5b7yF%ghk+jhNLa-#
zr#u86V3iqxxcR$&xn_%{CIy(i+4|~TAoE8bapu9vpq7T9Yd@?WVkhw!O#iy~gLTfz
zN;DW!Iq5GSTXMG?DcjgfadQ)u(QYcl9qbwdjI(tx?JG*%b$Zlb5)*JGaYY>|oav*h
zUnRhtbDW|%yYLUn8yX-?kLpBr-VLPS`LvPC-B@2`rs6cM-AGsKbQ=|}F_+=mW!W?X
zsb+`C{|+p6qo=2R>Y|2F*qfi!(lVvN0c0sGt0O`l4ELF7cpMcLGiARrGmjLMQo!BK
z9wTY|d&szy_%7Qt`U_s8^sq#+XwGr-%7tulo8RO4;*8_tKmSOqb!SN^85qk{ZY{W;
zR`%A!!2sbW2(R(uV5l}%e35l`#_YR3{t|`dA5{4%k;aCo-Er4cHdCstowl@apZAm~
zwnw6hWJrNqP5rV9H#L8{slG<*>KlIie7eBrx=1w(_ss)G?2GM@6CNpX3V8utB<!M;
z+cWrp?L|*@HnUte=n=wn5V8FxTebOI)t=*2s_QOFn4$x7q%h5m+rh82yO$opECJgY
zJE=>@kS>War}IcHd>eYtvY@B%k^Pcl=W6)t)N9Pm656@*RWZgfB#glI^S5Gw+oP#&
zQf!FmBav-E;hbeWXjy*rqS=iPJ5}cO><&imr`Ks0F+F|3cx;8rAwEkVH+|dSk$3e~
zE-S8hqLy@?*csG9z5Vq_Ejj8)LCJs!-Hpk@WN)ttF%D<05)9_pYFruf#s#L6%dQ<U
z`_}&2>FMpBDjf2@04OU9cSGrk0@b9K<!6`WlNCM4+l)uv1?IY)4T6Y8K#)sCv`FnY
zr<Kih=i7^s0hfn)@*W(9he6Dyy}<pLJegZmg)masVzI%tFE$z3vB@x85>#P2<#B`g
z<i(5Q=}$IG*NU|o^d#J2XDiG_Kvm{Sij$}^i7Ygu4;ItXBfRB1mUC66dAFAdd1HY_
z!2O~~tw76Ty43b4v)qE?u73^(A8E?7F(zO(Z_;Oq9N;w#>h?vr8d46m4~O~Z1Pk?!
z)HDk<1`;>JM0e4oV>bk<6(5YovSA|^$_;bUTW@>we{4`qUL7t}HeEKW*LnwJ`uhba
z7SH~&lF2jv!Na+A4bFEw7%kTQHaX|GpTOpNlMp31rDQf!b^&7g^4t5AN((K`{3JY_
zrCX1HhigRVO$rb9FZ26S*)WtD;Fc(B&jX4LMrnIZ5T=i7&%-vmMfg14e}J2o@}!(8
zf@*=$pMv|8-5%?Bg!;Ind*$2HHdXG)JTzTgJ|o6q)A<5ky1l)A(M2E#3g-lC>MMkn
z^#VW%xO<tu@gJ={*fHcLPG=y0w`jH5dX&r=5|9EO5^}xDPc3O;Js68AV2RIW^O#4y
zp^*eKI|PR8k?Yi>Pr9SIK0XZ-`WvhZr{csdT6WGZyFzE1CDhdY&9`MoQ?v~Rr^W}f
zm6UW#))2g*zEZ2Zsky`JJ|qy6b*q)}dZY8%APToS--T2D#6}l(@_3fm9F3a8qT8N)
zZ7h)L-W{aG1#bJCb)6p+bW3<Y-h#ZS>Kx2H@9eiwM_k9alW)%;TLW6Pj+Pt1jf+OP
z#-!I0zxJwWDsVfW%ERi*&|sy)Y^CYN+)|SMn@+%->yOhPt~S+>CJPtTRa6??I>6+q
z;N|q-qs1Cy*Qw%zk|q-$^@Z{wcQX}55s~JK<#K4%O3H?v@GWf2&7q{q{ad65@FmBi
zv6wG4<#z;6&ATq`#cACP0bpfss$@=zj!i{nVG8NOA|+y5GdFH%qvFNe_h9VZjlSAh
z;5YgK(#5F=5*5i(jpHHeiAN*)!K)Fn!s8P`t4!lMy778vEXuH^;Ob^)Z|Vl=5_fma
zSPHZ59|cvC3!bu7;A9r^G^e!t-KC1*BGSEi#~gm+n|t`+qna~6cSyc+X)FzrC%5ye
zubk=G;DhBEHl2zsu<#`hs*!2N`|%_mTpRrk=C%I%Ln*z1hV!Z_DtA-Ox0#>&_8*F}
zD(u$mSvfT|oA|MS%VFe{ICoKQF7M3q_K$!M=cEVXZW=$h@nq9yhq39yQiZ#xzWo&K
z!8Zc;Za?ghgVC(yGEso?rMl?!BGC=pu196<O`0!MH|GO%=PTSL`vyb^-*aBOmy)je
zV|`g!ol*&Hh7hvNOzHidD<{uI^%%GE?ckr41@a=mYB=|Y7Xh~7JRS+pDvgFlM9e2m
z7l6PlK}dXFCQHnNwlY+#)GQw%cG&2iYEpVBk3#%a7s}N5@CIQ<f*h-xMwsfIf_jgr
zh~dIfhtvK$99=lNpWw7%d3c&yn$V9>td=o_B@Ok9Cy|b<xWBYwU)+a;>8uVKl#$k%
zPQntgmD&n?@L16g%;o}A1KzVvtGEg*JwDs}(8qks==0+ZhltGIigfP_Hq4`{&>KMi
z?rg=w>V!Vow4$M4cK){?%_=;6)DVJ7UXnd)GS^j_WVC{KnsQ&KnP<5oD$^@y5#5G@
z7H1f?S|uZe8D|$(Ng}gI1}}p%g}CsmfvdwqtS~k{R`>2uK_;qy;Cdn8wJRM6o0as#
zsDD#<&?7h1Y-JFd?tdB;;b<mFt8_Og;dvjTpikx<!-fiHET;M=RGj%6Y17Hw0+K<z
zRUx-rLOvejtnc(^YpZ>q<X7*4di_7hYkoJQx&N;F&2RbY%_c&5_&)@PcSKN7zHcyA
zL?>Hl;egi}KXGcOmUr5({&N54uhA%9o-;M;WOhr$L%R$n<#k8pMa&s@*w+!jdr-f1
z*Mpwe7OphN48rnrlc6%QGZgH_iG(zu>1BCmuGp7)o>PA235$ka*2$6}ohToVEE^le
zaxMzxta^_sVV~i3g<uQybTR#h76bE``1)c8=-d4LoD77PCary}UP(F4JGj-4N%_)T
zN3#f4p2dT!=CsVlVZtxO?}eaSjpt482G!iSMKbmBjgl4N?wgY5QH2v69yWO26mizt
z<U$n~&Yg<_YuvJXP#3Xx`Bw(=TF>5M&T2ev{JIaS0I=RrZ{kV%q5oq8j``gGu@-uC
z#Ckr&M<4P1+GXTA%4(g&?_*bOJ|@$s)M*b~C2Y}M5G9?Z^eOF9R<e%@mcfrj;f5OV
zva1b2hQmKF*}l+X89j#cX%L1HUc^;IE`qZ4m3$^0FZQ_RfT6{cJcsf+_F-#%_g7K+
zYl{to9|z#~b%4P|lKl)A_VbCHiV(58V5eQlGByQU22#4f#?HqM=kJv98tJDG#CMJa
zd@sS^fS>Zg4b7!0t%jL%*sNsH(=;8(W>z%O$`ve!;+gzA#r{WG!pYl&3I4Ak{%ijc
zj(BrrQ3K8sbvhH%en2_Wz5wB5FuRRbQ6L$e!N4zn+%UY?I+V?JmBsr+kmtf|RF29@
z=a#G5s!c?uK(pv)FM;Tg&+jtH1Uv{ZZeX%(KiTfEfHMWf`J^oHiNE|`b|;MDE5W~$
z`Q0mf_nw3~BA+_%)lOcTl_k3Ai$Ewkr03tA6f5#P`<MIVsb8=6`bbhS4)(n2_fPwA
zc`mK~{WRK^T4cs~-_#&ikoNT^^iBl7%bA&=-i9Icqm?1hIfc{1e+dI34sYhu`mS`e
zztg__d%zwS0oZ~7diW3Ut;@+o3VR5=mt?O)ES}9rpDiUBf!wcsz#>2Lt*!0KhY~i&
zzP-&$q*T?<3m^NcU_3dQL2JY}lQ}c7LX1quQNut&lz$8>t}^TNBKIPp#dZXVM=wKH
z`|TRq)1rR{#lxiE6}$yTvi^4@OlZY=cz<`=6paYO;zK*y5BMe7{hzYhdYlpUBK?V>
z@{I}DR$uQw1Wd4#lFLr4@*!nt1!u{<@40Y^8LFX3#r-S+RY%YIte7k_>?EX<eI)b(
zkyV3H_TqIv*AE!ORuwY2^EkM_C(icC#YDIh|JU}r`m#Zx0j|MII3olhG5@x()1)PK
z+98C7VL)%eb4`8#v0b9c*DU9E|0(TC6uPvzx7o6wTduACSr$o*k%za4O5V;4tz=4P
zL+Y$xMcJs=$Cq2{L4Bcx<Mq-i%7w-+CjtVJc|?Mjy7Xeq)_n#gJd8oUGhGA5kK#6y
z7X6bqghl(O6Z*3+&kPgZEt?WXGX|?-`V%YQ$CVx*VPcFl1nF~twO-F<?ZAzsfUt#{
z+jZgRR@J)J83o1T8CBTp$@1jBJcBm(PD;bzFxp_GgfJ1H;Ag%UTDv1--y|u@He?PB
zvihKf(`PL~#W9>Zjl<83?qQ7Rok(bmY1F6ZZNTWytN@$!bWVAlK3@jD^Lq3dgrk3l
zHDUA*2k}>rjt&=e?>=xt<xQ+AFMvehDSJm3IbRkCKTuWVQBai}HZz>8eU2pet1UC8
znS9M<N<EQ!$@cOnK3Kh}Wlz}M`IoWO{{Fr#>!8B`ChMwUV{^<s@kDE}9f8Z2F@*K=
z<9T5t;I{LTcHKaY)A8k>jru=s6YlYIUu@;V4XDRR0!1tlPt12j!G)Z|{=s1K_!)~M
z^h8isX4v?qi$LVQ(yb1LDqEh;Y4LkAYCPjk;o4+Tp<XIy4J6x4J8eNxzP3#r6hm5Q
z<O6H@H_u!j(h6e&cM*-Eh_+r@3)Zq(wFp^0dQNS&E#OsNf<)qvZ-*ie_?LJ8Gn`EA
zUg%I(RD%}B-uJYj3@<~m1PA*ey&b!FWc)^gwCWb;LgJ2uj3r<+j8bsAgyU&K$csR%
z&Tj>&?@@0;@P(8rjh#et*XN7cN@-Ri*RA+ms1VN9W}u2c{Rx+RYs|ArFZPCrfwvQq
z|I2Rv-KDO;9-(b|Wiz3Q29wNP7CzTqWnisq**8MM<uBPL6Qi_b1pZt;i4kNbr^qXR
zPjz8!<-R-tFLNm>j}}+7g+Z;2Y1|htIBHrBt-m^fCYzA^{+-SC{&4i;y(It#m^1I#
zwLJ<j0=*Z1Mum#D`F9hL|9BzbJ6?U>!>;$E)IV)9U*co4_*=+p4hmMZ{^E`H_1=b4
zky5YhVP7gNQ7aNDoLpx_#g-P?3>AK1r1(5EMG8fs*i4AzX4Au*go0ye&!yaFK5PGX
z0_TyV(}-9=xiwXH@Ai|AZ4G|g_FVD5g8S=#o-3xa0BK4svxVEDe6O`FpS0_X-x$yK
zdi;kJGvdu67Y+L)@)v*0kZw*K+G4|#veuE8P{ll7^^J2Tp;i4NB$~Z4fIN%Q88?ys
z>FxSX3!U0X=&--9M7z0+-*ivtDAMB|ya(O^c-tRLE1?L9X#Wve`{(=bgmC{DXJ~VP
zbgEg@-u%4qj?HP?w;kb1V%b3XN)<jytT78QD1YTe$2gRjID#meTH}TSaWBK5u#HYh
zI;gT}{kRoCMjP-(;(d+drG*1wD`u9D(l;r@YS3DJuNUa-p8N%jp*C){^4rjea{|bx
zjQY%-*NXfIJSsBnF0%EA73P~E+mT-fx%Z}(xwt>6ReLa=gsAPBa`EuopL}zqY*wu?
zngFiH8VYrJ={iaPpMZb0ec_3nGF@vs2M4Cif0tY2Ba{KmmQz|Ix#rNHd~-lcrCx8P
zb<__@Y{|oMMZ-~ZHct*$CCl!Dti)6#t8nh&bUx9NCRd}(>;|mgH`RQ1*sArg+Yd0Q
zGg<wS5>NY0KyjU{rhO96HCxfp*srg2$AISoz;tB2fc%~NIT0YKjiiryE<(Wh3b>XJ
zeYTEw7qTk)7rPQ5CWn5s>P5G-zDiE;wX0=Q<xfCUUk&a|wz}0mn5)(-cR16PYT&V4
zjPtC!t6lY2fL!ct7WY;-pDEt&Ty6zH?4uM$pTeY<8fDdy$L36U;Pz0p#-nBjXjOaD
zX&2W~{`UumeXA$a`)pL)cV?A^F<}T0>?`^`@0ca|rnM9DMe_7Hi`wG{TFz47Qc$FZ
zjc4tY>Uvmb1_)k(pwkr3hVRZXs*fO**C{YTFvD~A(y$|_M2@0B>Zn-g)t;84vvu<!
zDXIGy?7CtmeCw)?JulhKYH($&KIYXPx63%;<wOT|G6*CVS5!{jXCGtzs5ZMOW??-E
zR`aqN$?q6$BQUz~iJEuk^JviA8?|xOG!+!ewcA*TDG#R>HdH4IXT(7O28htQ*q@<T
z*vyvT_*f__meg%QnINB~q(^DHlXb-uE;~WCAY^V>?r&GCCq{i_k!9i0P9ONgF;QB{
z2sUVOKsYNbI!)oO)(Q)DaikYi{_{?8M;K2GvA=Ov(Cz&ua;JJUYkvKznFkd@hpTUu
z!rYnlntuo`D@eseVMma7cRX;9v2QZ^pFGp>V6wV(P-7Nd1|XTYy9FgxnGZ%2b-5NK
z7fK9GV3R#Z1=ZY64qP1|eSk{%crg>+*V`*G_J+eBK6qy<-QC48nc4M*s$`HtO-@s$
zwBCFU3%INOu-YBz3c;sV<1kV79Ajd&n7u!xDhEhRzC*3~9Ka7~(Jl_=iZte8-zw(8
zK9)xL#-Zj5nyNr1V(FADrmM`S=4-V)s%k<4Xq)$=fqH~59g1-l#Oc7DUgBneq!NjW
z(qZUYZzn`5Higq;JKA)}Xd*w?BIfI>U7JglF3zjlkO#*rPk`OKo%XcVIT%-87SM!q
zahsofXU;a(w7qy<g+-uX@>EUo8wKFdbz4Uz<M$jc<3EuGajAkQnn2UdH4xaXa6Fbm
zPwmf|#yg!ewu+o*`{#~J5WAVv3n}jV0)X4pRTkgOJa7AHn3{O9>S@?`y`)mv2dGdG
z2(E|SxeR<C=1uN*xX0B)pvyL90_QX};jv%;45nk>=@-dB;jV#48~D+9TSj#+Q|iu2
zrTA|slI`D7<dTBY{c@z|T?7BONn93r&huflLPZsooA0Ei8={W;(~PczrvOj8i3z7P
z4q;<FDn6<Y`6AbJ5uljtZhdGG#ep)@9;fWke`BfmOuYy>adN1K>H2w1i_MK_X$Z<u
zaVP4>=U@3g{~So&zhO;6I`}G{G5f~Y>5h4?>*Y`&CnERYheZUsh_Vj*g9fvW$VxkG
z4;iz#>{P_k5D&+WB&AYOQ?iAT3V6x1ajVPVB}9YwQd5-)_F;Xl3a*jBM(&5Rax0X&
zI|Anng^Rux&}wE&&;!T64^6$qRW&=t=p;)ADr!91j#B9*)&LG`-QB`9rbVq)dT$s-
zkXx9)GgiMRMay;*@zvE~f7)dMY+i0a<GQ<pQc!>)^lou0rJjzCy1!(>n>&B}Ne*ib
zHhvR&Z#_0dM0$tsa{L3>s|o!?O*dnMg_6@#9pKc{3AR|iwQXJb3U^UP?K%qy9uq?k
zT(_U%QB+Z2bm(7^;^y9HFD2!2bpS+@H&((!sp>YTQQ=a?6ZuwvY)Mdv0Rrc)PWM<;
z0bvKqDE@GP{dRjE<Eh5QDgTqv7dm1}nuYlLs{=<Y1^In|gil;dC1Zr2{i>hxP6j9o
zF<K)SJP(wRxGCi!J%)4yx=`-V%8p^bo<L`3*{=IDw|^&{fgqc+O+Y8uH*>;uz1$WC
z)jJ$WJwQ4}O9G6hhjqwEi#BR>QApDB^M6#DvO<c1!69EgrU$}|+N%S)T^h|!JwL#R
z6~=Sl1I*@%3k!+T@i?v|+4m;Lh8ikYp6FTtpv7Bioz5wi1~-*|l_|-R2xc)?9gjU%
z%A);?VO_7nKotg|t;eJi?0q0Wn%<EiH}8=EF&ffY{+!Y8o5UFLf?lH3A1!Gt(Hbh6
zHJPb2T{>KV1m^NX6q^dhvnY^#;Z*kd2gCEd49z}H3%#cA_@-34Uvq|`OOW`E;NwQu
zIzij8+YijD>rW9~su1f^EY`a+JOXoQPXdBB*=tc*l(aZSkVtGK3hvNnNB+js`}|cK
z*S{7vY{LUF5{m?ex5MTb#&Q>?Bim4(D!WXlY-9gPG7r8VCA+;x<GM&ixjHP8*R(#8
zfY@#1BWD|j5nP!!{nq9W4%{9a>K)~eoA(~$xlal}L^^|i#W^g1Nu0hz;CZ4Eqj@?9
zq;=083oigEIR7W1rM=3HL^WrW@G&b_N(y+S;f4wc>5Q&<A5w|r={6#wQCBfnroS~%
z%`K;*(3VfFQFUl})xZY=M38LDB}*D(NgUQp$D`sUxALnYN6u97)5=1v=8M#;MoG|C
zsw3a$&nbJ9C1@izTcLSHvT@nx_-U8P@6{TFw%5!V57fR=j+r;v?+@@@suBgVBHft!
zWx5zsoGDH6;WF2Ot&>9s_Z;%VGa|BBks4PwEBOvAuFmk&&b~*}!BQ@g*hTkDxca{9
z=xcIly=hLY)?oC2mQUhA(lK<lU^EIV(<;7$EL?Fn?!@K<ZU?kM)Nj{LzQSLKW*3f*
zh7NJ@=uYl$fb0(F$R0&m`vOnkxGTxw7XznuvZyVKht2tT`759kXsFg1Zx-syr6y{t
zC^ma6;JdD4J3Bwrdza8sHLvGfy+`i>{P*dYSQ9ItQQ>h^sx*7-0ZLD*+wRxh-FBdI
zhx>Mzxio&Kw0B6CLGHx&1x#A5k2n3+7s8kCUiwPXqZ;rnct->*K72XBb8Px$N#Kc+
zrr+0^DwXmHNGHntfYDAZ94kB55+jZ7<b>7$a9KbA*6arGLiZbk*pnV{rs=dmJ=v|&
zR7zxu`?>5!|55%I!f|i!UueI1-+X$5kj%8;Z6$MSHe?PrK)=^)))R*3y69xva{g8;
z+H$t3xvb7K?y@bMd%YE@(_v?{xJmGP&v*q2x9e82-(K@#l{+NG;XoDN!RTm=JnYkM
zw+jt#RL{7lR?6APIjL#$tgM2<802R$ps02xS+#G=z%(l5B^F`Bq`i9S8wv&2`n!d9
z`#Fp@SvN3EH;wPy#jpIR61ynD7SHtu^CW~QT(X<fYOF8MUgB;6*#Ps#Pf}EV-A?WZ
zbXHb%0urq+yDjP&cOx0-Vc?ohW#psFOpET@4|+SF$`~ovZhPLpO1g~uK*6YC2$O7?
zPf)>A)Xt0>#3W8DX~K%;gXCsr1_jB<Tf6`~iWe_0_mjs;3qVNZ_>XK`97HuE#DEIN
zw3WcHXb3^(mjw06rWkHs?8W5E%wU+~&Ug*9iRpjilUUn#4m(eRHX`u(Bvxr`(Bo&u
zD?ifnOhJ#R&q8uoG&WvvoM2yhN|{F4J3f*yEF(xhK1w<ij+d}EkIZNH*?DBP^7os8
z&r8UUsXeNu`ep}gf>$o?zmN+l+=S78Ar}AxdKGv_P_)>*Cst4{Jh^7xeC?8Dha-dj
zQHIqZ^Rrorow{9xagc<Zcm$&wh1hHq+zM(ZQb6U0eNslpbepxAH?L5J`mJ?Yx7Vc0
z4BVYUDZ|V*yHq{hZ))DZy~$?BHr1%m%%J2{Q`~i|SFFX;4CfaJve}xVeHnG37KfWg
zais`)WWOu0`6KU8XSE1`)#Rmpf}ks~0K59jL;l>VkceB~p^}$1_TH)|M1Hi7cuhb#
zJMmVR5*_3!IYIUD#6SSLfLUJeY$=v+<Nc{EyFv!yjRN7$xV<r-La3gF)DLS-O9Af?
zzc_E^zGA=qfZ|F#xm*R{&iC%q0=`XDV6_ZF>lzb>NPHrk|9#bwD9P+6XUEEa(W(Cc
zSfu_}2<0e$h>jo{n&?I__e{0}{zObs^i_1u;LcvWa8X{w_NM_m>eWuM*-!<xV(Wod
zR3xw2-4-=sx|Q~N$rSVH+jYPhgqxR@_%g+t{ro#|oBRkQ*0%YEnjP?9mJRQ*fDw7@
zV8)Zmh}>%{>9JK>h7vd}XMKI-qb}7gRcwEXR+li<O$Q_Iq%Cfo6@~vmn$Jo`{sU>Q
z{2SS+2|`Fnp~S7Dn^5ggrKZ@kp=HqTs`)UEjwn@fJ?obIK|ZbBjQvo8y9~1FWrjdk
z?u$asNn_C(K<$eoPDV+GrIz#FE<@GuDb)@mJ$Tlo8j|@ToeOc1=H&&B441Za==a2i
z`eGKEh=zJ^j778Vr+xkX1irER|NCA}lt5y(__)ph3SSM)9F?J*w96=)q#Rp@wg{=&
z_(@L`O-Z)MKqgaeR?Jap)}&d)M9Z<gueK0?f-7LQ)A^kFER1<lU2HR5TIsTgy#i5C
z0D8zZBrka(vuz*}ap8rSZBb{}#@g09Tlq*=l9#qX#HE$wn;9|#%I9l8zu=!D#DN7y
z_=EBf4Mz75_%-unbN|4VkLI~-NO&GutHe-!)aKCl`q0P>%&w9_u?%-Y*lJbGN>)cy
z?v-8hQ_u;-Ch(k+pSj6b;;7&>0C9Q~BJ7_;<IVfQI)isbC14@x%i_YR4N2+>P0b06
zZFK2=C)>G0=bnN(w<<idxu{8;>7*N;sHFf$7T4RdSaS~SQ?5TpnqDX#<_XgMgMs}w
zwSGD>gz?_=RHEdp{!)Xa%noXo?xU1?V&Y?w5sZ=(=_1Kqaslz`)66F<mCla(i8|!2
zabBXYO*CW8#vlUQ{CRtVgS-5~c>;S3*+uCeP}|LeS<z$3S@{TxBl!&tv-D~hgx3^s
z_(OMudU1PwNB#4v`E9fGERq`PXVJB5e*=r?B?$dk=S<kpeyqm?`Maxs0QZZp%4E?N
zte?@z%gPzOd$QeNgzd>hBKeV`EDsG~*S{w-H}2l!veqaIg0tQV_TJE?4zL`&SJT-x
zXh=8}7+hD=*_;`|K(C6@II!K~f94m`;X27LHoe2}wK4j9&bD;Xzg`=bh<&)Jjnw>M
zJ#P?)0fd=Hu?#P%#9Q0Grz&r62g{jJscRRN5~0D(tcaw@tJwiP-~Y9HDwof(;3aIY
zCYvjM2oo9A4qPRbz#qQ^;Ls<t1=>{}iApOH_2fS!l0U33j=mp_#dQ=$n?+BIo5^g@
zQ%*gI!v1UQ%A4*h^0{Cf;y_vvwuEvCG}6Sn^Q72eXhfOZPP&2DfLHx$>CrnQ*pDjO
z*DqI2X%%&^q{OS)LtSb@&C1j5LvK8Gq^IFB#~U*Le!t<|`pT|U)|^Z;`=-J+-8*{K
zDiAfppsPo`8HIo6XLcLe*sqS{D9ge`-6A~Gb@aQtjt&=Q^T+Oqzv>1X5TSt9n?FGC
z{~W<bG-g8>O^G)o#Ao^@w|8StWxR`;eT|Iu)r6yXjt>d(X$ov~iF|R#msR#1=3W%!
zvB+#t&TDqrDlvDx`j~D?aZao_%^&PUS)W?gZ*<vUf6qSu6=YV-4qM1gUjAD^(m?BN
z42_r^?@<FKQg=h%=!c0J|5Zwdl<LK?<KB$rPIV?*ptvs6dJrotiig#;jS8;E70KB3
zkV@N?MZOZu@`v9)iYC4%Q;)4o5sd$mP5#Pe>mP`t2gN-``-5&gi!CBPzDfX18J8L$
ziM^*Viwre7VHPX&eu442N?!+ZXU9)AGLc@18pV<D?jv%HbsQ(HxMn71pD=WoAg)eL
zgvT!p6Ew$GTi~Ex%QS8GUcVr5!gN+|!1tqWnWVxv+e}a}6XCK6htmdhrZREF==I8<
zGvCtUNh)Y4igdUfb3B>sU@P?W9seGIzj*z>gPPdO5z)&Q?k5@0<~15Pa+IR|n_J)x
z6K2$@WX$vN86WApjrUQx1S2F56U1jQNE5Nf^l5oaSEC|3>J%G5dE!otjlXTR>39<D
zh-8+YZn3~&YV>rLcL3kp*@8AdhpDbt+U(}WrLm#n4T#_P$Zr_jbu@WWOlH?s$uX<0
z+*4p*)ES1vBf&GXE+(;$33bp8bl|;xG!ww&AB_fq?*FDW@-r>GzyD4Qhk<yUvh2K!
zb(7!&=}(GY4ATkl8mt$ROs?UO;G{xKjVSHeVaYa3Bjv{ci|Yu*k2WM!F?aofLzPNG
zsB^>}i&%_Ifb-jLpUhDojMUDX3|831bWf@lhuc|Dk#|Y=*A5#d8}p0Fl_U`b->r#}
z;PBFFJ$gi-w`vn;Kq74TRh{*j<*x}m4$A8o-Jh-1Kx%$rJ=1~ZBWjHIq0`>x12T4b
zc7Jit$7?BQf*g&EOmc;8RNo~`MvdT`VfF6DNL+@1@Q(=`3AHn*1jNz(XZ3JC6v_MV
z@S<``^@G(5>)IO<)C!G}C)}#{u3694wu{4p(Fe&>xeJ%e!av8RQrCmcUx@fqFgz-o
z2q^zY^7=pdOt3eQLP#ZbI}k05<b8FEpBMfdxd<atfU{xVD_^0GKn~Q0kG6w{155}k
zKFDsmXqB`c^v>irr0Cc*ngu4p6ioPwB)`X&ty4ydDu?@SI3Ywbt6u0rQXRqVU+Swa
z7vnfp{`JSyGmBAE)>js<l8Qs@q%n$hTQc(oU(`|8qi;>t3SSne<w;$?^?UMd!GUb8
z`xv7HIlu&XE&gU<0JZ;5ivBn;pr-iZ#hVLwDbZ`{oD@-2lHGpv4aVpE2njDYOFqoM
zu2iONHDYNtr;<hFKtj++QWV-1Z0KcKd@Vs~mpQ8_#|dHR3jHK^R829&kQ^`{UO4`3
zHo>0%Qm!6epeu7cLPTmoFH&FM4jTzA>$->F_Zbl_)dlT!v|-bwYHr!=FH&bgQZ@7p
z-*TBF3T+x|xLwDxLs}t_K~$*V`Qb3mL}@((H}+zK#N``cCeMFADr=9b+dsSU;QoZD
zWk2vc)Nx**u*9iT>R#5PGoDYo#f}QGCv1{L^jeYv+~SKg+AU!^_1YH_rzlOb!B{01
z|8qN=g`p&78FsxV;*|S9+e9B*C0_oD79Q0E2VLpgc<pu_(UeZFVEoP7DQjVP=G9iL
zyBpm-n;RBHzs<vbT$vg7QgmARFaDh^GP^0h9`BPFeX962+pN-tOx~aW>HJ%Pr5oS!
zlD_@<DBR*8{fYnoriuTt^2hiO3_l*DB}FnrpRzE%hTx4<Kb2Aes-MdwRhb}la;_p}
zW@WLN#js+eC|i}M&MEOYnYaUK=4-qWozjo&C@hV=<Jb+jv`iih$={`S*%A(7af6w+
zUX7T5M3S;pLvyJy&?j=KrY)urxk-aEmbn6pFY7Leu!o>Udp^Vk?v~W3b8TL@9Lzml
zdI%eQFZ>W))&_3=H{`eI_$TD2`~&%WHy*3;4=!qfg5&uH{jK}EiDdRlio>Y`fHeW_
zN_mz7f4<<HPszVqz~}VX{r4LK=oi}axN2{>DKLqnR#&bA3YF)MXdCth#W?I&@wY+p
zbuLj;m7Evn-yUoDiBFnyT!7ZJ-abdSkG3;oayd(GYc~L_RZwuQzNf_QrhIB;<#l?I
zR^H!Ckji3tpFdd?Os2)PvYmkv*rgkc6?1>KI0ZC<I6<^h>i0_GdMOK(EQ!-gb;D{d
zHjx$zSMzds8Xmk^AIZ~d`4GFo@NZ2&zZ)tgbM?COf}E85UqCs~P_gr}7K-@cNJd6^
zZ{m^y+hsi^ZY-_F)%X}ebgaeg4D;2)p10|)VqVq`=PD54hNppspS%8Y#(@9dB0x)N
zP|!j+_a#1>2EbXa?$>(P!Z`|Ux2hg>0Jg&GF6>a(^A)Z0!v%YwpTx5fLTVUeyrfW@
zFBx;s(_}QCf$|`$_z(W(ugwh3vG7!Mt0jsl1D_wdtpB>VkHfy&)07>J3s5Y)R<#gt
zA*7}~+%$+Ha9wQ#NL$O-S9SZNM}3wk?74lRo}a=4HV4#H>WjNl;uRGX7@ed``e^So
zxfBM;)1A+n)Jt_5sUx^bWc(df@+L#&n5Yb6vTUTYcVnnF_pE~U=5rG&^*?&frwu6L
zARxjB?tI9#_fuGZ(1+D~aWJ`qSTobIf4dwct+f~Pt0>qx4yTTg^_k>>>a(8qKBVn1
z{mO|TnjY4xU_rZu;S>gTKsE>!KL4?6b-duGr4fb0;Px9RrTxxPX`538I=}EYH**Hc
zh5eD|0&;7#99au~Fq^WWC7<49>{8JK3<e;ph5+i!@w~nH?G5izcq&jQs_`ePlbQ{F
z1kClVqfX#y!QW!)Dl_MqA2xkuYE{&nKr7SiB>-pDsyz5X@C5T2-a0Vw_%-WimAEX5
zPI;pRRfsT8J<;L`;QcOr{f%tn5Io!G5Xw9C3P6=9H=y&}m|)X4?FC3bP|&I~{QE0e
zlFK<m2K*FFgQb=NINZTpjpbJz04GsL?(div3*`Gs{zyCwA;;Vt8c$M!N2B>%ajk9h
zt(o;(G!2g#3U|o6-$6yR3r|{3;%TCg3AUpAe#%J?HY4}V>iS7rwz{hz&^WlWkvCqA
zW>ui*hg`_c!&6fAYmf4z&TsFjlgf)=lTO)rXh|#Y&hb3=Gj<ZIB36NW;4e?>E2KdJ
z4m0J4R-Xm{HkEG`I&IGE95q!N0Zq67PtMAvZ?>S}SH1bvq(Ey{BigvsSsu+XB2^`l
z9Tu6a_`cJQWv>;c=L;C;#I!F0W4TUC4{;+{u_t}vb-=TEJBeJ6XOTlzwx3Fk8ET{S
zzblV?&}#LF7Lkcs6-q2eE8-I>{koy*w$E@hg|x(eMDv06OB2W`|FH_9+r}hT9?LWZ
z_EYVMRjDx}MX1bAsq-SPjCo<*q|g9JIG<KqSYktQ8@-TGXY|Yz3ZC0AAbC}|Uft8h
zx>uS^bgGocX*qQ89M;^eO5))ijVsCT6Q>8}gvQ$(B%EAVLozcnwSbDpQe82Ri@k5G
zX1Pw=Y1JMlXJhX6gSlg@ZA$_Ej}h040BDY622REKQYww+8Bpo0TIIGtS8_MSk0Nd{
zlK!)5x_n5zdHswT=p^flH~US*m80&uiQMdY>lep;bAJ`i3A9ty?z!U~<3H6MjQzs7
zTgy)67X@>jFEb1H-4yh(G+vMP*J*8RbcDT|Y;Gct0+^oL@K4QHeJR(6a;VF=KkaD<
zUjG}}D?4hph36MVuexf)xCq((QAS^u;oQm1CG_V1=*`C|xbL~h2-}weZ6rEoCzk+a
z(whSu)n+p@$1IooBY^=92eVT4(W%T6fpGczGio9rz!%*VwEpQg#Ka(5WOA6d#HOPt
zC;=)rXac*d4tjfWh-d$l6La15tKt5moVe0d1OzZj<D2bEJXf6DGFPCVY<Ir4D2@_h
zT0rlE*7scZs6B;{iYZ+-X-B=p?g2gCpG2W#{yx6NQ%-qMb`&I9dNcSjb}?Smr02Tx
z$KXI*f~x}is6P-fGxbUFs`!j{Ic0<FPeXcLoHiA(6)O1j^LWQLAro2s3a_m;$Z|U<
zt}yciD^(oahn0N<+rEw9S@L<_1e|@2(^6y7!FAquO?Z=(ES;}`^K9b7+nvyZ#YSB~
zEdz?LzrEVYp^h8;I06)~gAXn$NUwl77z}E9Y-Wz=guB<D^u-pDr$fUu*>mrWRxSX2
zw?He{!Efk!q@t=`pz(EwLylDg69R;cfZTFQvDZ)JsrU`sEh@3gMP;o6S4l?0KdO`e
zi|H#mTh8VHv4~#6_O^y-hZHb?qySA9V?}pU3c96}jb3Ds9Z(huDVD{4+Fl*Af)k!4
z>&{FWSXk$RzFy0^jRcTS^Ow8x@$g5DT{+(KM*pD?=VUEda(6Uq0qBCYY`Orf0Y_0E
z=%Vnf-_j?pTfSv*hj=6=u8tGD4DaX%8ei&fCJjwYuG`XpIH7jWG*NZ%odi7jBN&|f
z=e<zsBbBC*y%LUZ0gH*3JL{=D^p^L%jjmM9GnJM=XFt%L(cSnc0Vrvle1&m!C@un8
z+gBt!Ih%9oJpq)yrFA`3y`)lezh@4)RG`sp*j$8YHsAJodX$@L0fgPdrKhJ-!Nu+<
z-lO(@;R;LRrW|50pm{&Q>WUFK4oqUn$#ziyd#TdNS_Nnd1e&3xrD9x@6*jf(P8Nc(
zOMsewE$0r3-h+>ijqGQQ8OdhSpZb*9OWqRL`ZBQ5wWfBL8=hNa%eH<L>dr>=_4}5j
zL7$xRDd^d1O~8ey;altF_~vlZS5cgkW`WcZ-)()_4d1%^(0mr&MA(?G%3~|d(iiD<
z5Ep{|D73v=XOXl+<*>M!uxn`X3SA-0^9<1m`rwA-(wW!RcQAN-6UT3bq~@FbVFIhA
z@j|Hk!`BYS`5V5X340nEHLQEL)AkoRui|Kc#G>KQzYEBHx=SQ^%-5Ntq^KxYh1NSB
z1{;p<S@S`tA|RkT7~FQ`!DO<|8?G=I1C$^Tw)0LOyD*@#x9}=gW4}SbHOs7h<qN6+
zT4aGsB9D6~_C}(^eo5isY}UeY2E4jc%QVneGchInG2zE$i{Vj2`D1N*mF3b{u|{9p
zs{?m%dt|RjJrkhTx$Pyx0)4DYWzJiNToAQti;)bWE?q$sZlFlom_d?D0c$X+Qe6J6
zj20&G<3fv>4rVvv`wkH$49->P5Ju<V)qD3QX0(dRyOLmhvSg>QZvM6J*5o@qop*(z
zr@#JbizJ2tH$Af@?;JGXM#zMzSy;#awww1ud5nn^N)_mchGIBh4O0w+DX_Q@0?#J^
z?Xg(q9dRetR0!f<vDsN|2u%!XXHUv37f;gK3|i70Tp~DCs(e@R2EZe~ilX54+ect3
zLiG}z&*JKbwd<uPz%Ab#bEhugGUk9wJirj?7vP}0P}kNHc#aXCPU&Ch@&+ijBj-Y8
z&&JwFqURUYRR<dT6on{djF6IrYw?Z(xycO5XJlE7#I%tTp_H!KoTFmuK4;BX-|l5>
z9V!+M813@;w$4R!>ruy*eE7mJ$C8&lav^s}SoB<8R5!CK!n_byL<x)R2vg_nf!{tQ
zrupv=W)F6)42}ov)dFcl-_1?R4TBj)9d%6QqQz)5KmBswhR7c?wR6{F*pWQt@9o#a
zJTT$^j=6~ho8pmto}kfR0LJ%HKI3T`(VViC8zkQ3a<M;TJq(aqaug-VnbXC=q<1iw
z`7&Mowjni^X5uChFGB@l&yCBIo9U^E+V$CG+v?2|`HU!ml!?R?$yHVj-;``BdN3W`
z{a%a6SNH5e)-<Q_I?IRGv^2K%Ek$6l=t+Kh5J2(L3HBeNIkjK2c;K9CW}M1?xkAMD
zuU1vY^b?ey%AQ9hp_mua&^xer<F_oAbi-1uyAG>UXDaXm#~+5k64BR9z#h%f3fLf`
zXK31&EsrGnpEDwE-T!ymO9TgeBd}g(2ccZT{axM_NsKIi_Hi_h424ec&Z*|4l}zq1
zR-KFh`-OpZlPraVekcy#NDiyS=m9S)<>z2rh={Iu?e7uh9k(}Qvz#UuNj8Du?G4<Z
zv{BP>p*m-WMbU{|ib0WVrRbbsK9}B6A+gZh*OZCKw|f}Y=r&X8wL=N-*wq#@#f>N@
z(c@lh&rsy-IM;=p@wj6;G+sw|nG6WyqBxKJKaHJrT$Eea_mv|`mvl3f3?&HCAq-v8
z4H82P-5{YJ>Fy4Rp}R{^y1P@525Cuw_X0fkea`*F`~0WiXU2W)Yp=cc`mNu0u@nEA
zl%v*^uHT-<$Gc1G5pwq$Q`{C819i>6Suy-TV*5STM-JI(iHLah0S*}b!m4pqUdoF}
zuyq!#Qqw?Qfk|_QMX+nrk$cLV_(|JJGr7`Bo3?T%e2WD*I?EW_@)w?h+C<n8{lH3p
z+thKB3J<N1ab9+Z=BGqY8~QUGJzCmoy7n=w1se(_KI)_0j${d{Fp9ULW_h(o`g&BX
z;rcZB+=EK<=c3D`M^V1&xI;5%34!iDnckpryA$Qh$G-Aj@E(H!6@Kez*6A))67C+o
z^VdzrqGV5nJKo&gd=2+6ApgH9V;wV1t0fT&K}}c3lBPd-B<xxW_wW5-xFXrCsXP>d
zH>KJdhdYG<HBasK$!4E?*4b{Jr@CRMn5H%?VQlsp2o(aAt}Ob~Y`S1AO|b&3ScHS<
z@LAeqnRx$b|48|&e3cLw1selLhM|<s>8zsKaL=NXdtddLG#n!#!JWaetKLBt2B{K(
z?k-6f^SYEX<9cRuha?oF@o6$V)$P@3S_tW>JcsLI8KuIOqbq!5Q|c5C@kRcOiG-c+
zVELO(R1D$XPhuao$zPLrzbYv~eS&`%6%D^}CVGwpxJ`!+^m|RhP{kge`+s3D?xAOS
z_(MmdBi6EDYfr;(sI)!Udn4XdHEDrw%tto*Ym`U5*@w*saHQAp3nN5tas{2(LL*;U
ze#Vj&kAA`ES(A#LDz-8|i{vLP3``1DyP4(v{AJAN7~^S*&w@pv(i&@=J#*Gl1_c(|
zz+YR8XHDunR&C}Us6<TH@|2?XgzzS&bo(}%e4N&p$Vyr_9k}`qEZmqpKg2;LS+|A2
zq?|CT!Ip@-yn6a$2k+@8zf&@|K@y40Hn#isC=)+{L<B$NsYd6n-EdZX0v}Oz>TK^O
z?(S@7^~azhuIZU3c_hwr)OEGcP&EvFt(KQ2nZj_0ijT`Pnj<u1d*}lnqBuabq}Pt!
zh}U_;ccLI`qVlp0!x)5+(5%W~$X(RCQ>%fh-1&^Oq9t8ATv^aCAZ({fmdq$fnFZc3
z1!qp6Xkg7|vS63SiplDAL+R#dWZAW6cPP;aIMMI}vXQ|I_32Rv=h7{t!m+x0cS-gK
zSXOseK`J^lYy*cUztg9;XM7Q~e}@;ln0WQ9zMs~dG>&{q)G$WCzd|D7v9Y7!<w0?|
zQ0e_F`jW?OqMay^=@aORu9p+6lgWf1)cYt^>1XF@n4}JqRZXp#TuG`lFG;}D!FP;!
zrIy;b<W7RGSMr@$4x-rA<MP#0r;6pB!n$7iKwd)mg6EXlD(cD+Xn=}mOn3fXGdRX{
z=g(y_q6g6L&uVSA*po9X?AAIP*LzN=v(P?F=E{}rWSI^I>L+6ULrgUEYthV3@RRNL
zI08cGd*8d#`MWrIz=`$tbjI%E(pXDw<%<!jJ~jaoYL-#SDSlm@z)guZt*p{^$AN^S
z#`pQiw$%{c+-dou@aPU8FUCBA)$6=VVP2M9^*$1Tw7gcfHJE3DBnPJUCA{U4Gm56j
zpAjn{GQL%&C>&J}GnC5pBL4A|REI`&h`8+Drw(jGqTWEReO7E*=G3tvI+HRwCzeF(
zcqPO&U9=3bbj~9xo`YdF=eLs7!frVAW|d1No^HWDxU=5~1W#8SjuQRSPm?Wh?=%E|
zWHHE8pZVHDR$z2P&;N&IhlOpDhK24;*So}!T%UCk8G!wrZj!OX8&*lDx?-tJGh12b
z+PC6mF7oV|Pqr*G-DuQSIo1)re^-OjfPFp)J)MRoA}A&g9k0#<uAQnp8c&mo#=}Y{
zJ1Ltj{GC|QCp9YXI#T4j>8461`&Ee=C-GCnWaJO%o5$Hd%^eJOp;2_m6&Zoc-(V=E
zFEq(5idqy>;j;9b;xD^-*E%kPBP!1r2wt2s&}a4XVhVxiP-5)u@Dkj8Ih)cGam)jW
zj8GjDLRw}0Z;PuQkOGI1f3Ck7(`!nj-;;j-0N#W?zw|bvTtRq|zA$FO5rb33pBczp
zmaM9h8Um65vr;)Hx;kQ0``P42$FP4*m8Q;jC(js70Vk@iJc$i^6z^Fecx5x<ywge?
z#ONdk>x^q7%V=^XDJG8bh08wa^2F#)8K-J>6Ymx+k)vRa>5I+4?!*!6S@rHvQ(rm*
zGj4E(5I-zs-hIsAX1G0J$UUe{VUi@MqXgHP!{kLSgK1~Em4t~WyH9tTCwrom*NSs|
zu4Nf%QvGnkR&r9k#?xGx|G<U@a+_FrfN{GB|1N>up2mJJ)2H<8$5A1c#M6V0Ec%FC
zD#~Nwh*=qJ45C=y>o;XjWFT(YqJq?_V1{%bgRRG0n^u}c$_DRNWfQiI5T+2da=4VG
z<&$Cl(UPr<TrZa#i)PbSNE(E`PL>O8ZfJz;%S5q<L?2n@M_WIcUjD&&-kM0ya*{g3
zWpWr2(tcjXWP4Fr<$pvr1qx$j=y6bC!0GlnGSopd;r^+~-dnuYIL?n1iFii-6yfQ|
z?x6D3vKTu<z4oilBeC3=j@mrKsh0QQ*n$2-YO6*r$u)-qL{Dq<7bLNW=5>>eFSd#Q
zF66M?3OPLgWh?nT=}n*($}B;YASSx&2q`kW3_%I%e2(xI=}y~PHlpn3LKQypkp<%C
zYX$ZhhsiPJrXlYgp`%c=Sg$v+L%ymxq|lRbTfDge7z_Dq-Q-eUwJAl7#;kTXNnXA)
z>2}uZ47!97m3;B`bE8c!izHB7$!7HXwbcVreT}YDg#u6~(RekU%TJ5N!1WlbUSfvu
zNruz1prlYwvxXi}!3PG#Zl75qQFuXgoyQ9;#5|^rtY^BCCY;2QcozlnZijjG>9h53
zyrW+kX_p)Ae9PB+v`<Bhk%e7i!M1;kBoRStW1psvZWg=^UpgP|0<$b3sKt_q+8goq
zkO4>o_xq56Khk^_v1N}pjPiI_uqW34OpPwec%&u%>v(`Khq+@<x2z9r%)v`OG>EC8
zQJqEYYtOT>BE!$J@8inrKCw|9?$RX_z?4YoihOb!hv3OCV(g1)zcSJ$^NvK9GREv?
zqKTS8;21oE4Ck@|V5NYbSX(DX#i~-RBIk=LH597~{z=pnUM1z^DLdu2TIDo-)*Kn3
z;F0{el=JG^#4O85eWvAS=1y5Nj$b#`j-iBF%21!7XflFnwmP>$>1Syo#MvA~_<kck
z-zw}l%CrbH6D-Ld0JYvoqL8V%|LNR|3<jaKNc+jjU7nF;9lfEZN{c{#17*<{<ubM2
zHhFI)Ca)raCj%5St-R!Y6;df`v=t91&_^$$24ov!pC><^Fp0Jed^M->s58ZnN~nYD
zCF?*OP0F+d9KXXBNV!d8QdurB`|lZLkZ1)}#ZTdHj&_8bzO8c5UKWv~Zh-MBr2iQ|
zW@lT5rrb#=V!zz_BRG91qFbj4MJxcnh)(QNv!oN*)6Q-z<S5-a<j(-R0vnqc?7&Si
z5Fyw|Uq_aB8ngA=Om=sB5kVVy4yE|Vv;xAc<=St>vK$Ya9XVEzjJD2pd4!j|j(Czx
z`uXNpI=OTv-SsMVI&JQ=Qha#v>j6~Tx|E=RKV)bGposC}(cZEg1_xl|1At}7<wjVw
zrZzIml&!1<Q#?BWEJZ8Rly7ie=V6BgiLXo?ga$Na$1^5vxUtict|eP^Kh0P4`AR<M
z-9H<R0qaNFqmKuv)`~~7#N>jl@&|I6n6M3AW`nENOnDIgv1APbkdj{fW61*B(C?wi
z@q&)GZn6n<>LLSP2J2C8Wd}NE#a#z_9O;@Nb8cF}$p^pT2vSXrc5A94%X7Lj<w**4
zpDOg2V=(*-L@vwfI1l24j|xk#boA(w2N9wFl7ZOeyjKRmln>MjMYw}Hj%rUL6M{O#
zV))akq4N1kYWeLr4Jsx=CY@qhEgfjZSSD*3zC*&148<7hJanx1%wQ^bg`60zo71Bb
z=CQ@{xvUeXT~VI_l^kkSM`~Q`^rG5^t%{v`$?*c#FHswBZIm1E^Kx&m%^8pGrChVc
zcZdo9<uay-;jP*2(KQS+SdlHnJP&Rn83~YyTN!nXfK1jwmaO5TzzKtPBu4HT5>qb^
zrp-}uD+IAIup-2}^e`V^2A0fY4}F-o6TXG%J66<&Bag~PWn_@|wvHVFmFe(r=*qL;
z{)wrymYKV(V~B+4qhokj<vKYjnIkN=V6u)wU}3ODSo8(rWNy~GQL%FvU1z<EHgFjr
zh+dML@uk5FQrzxrqT*c9N&Mt9M|RmzkLmFR@$JipWvJwjR3UHn#0?lBCBeODXXv*q
z&|>lz3H4t`{<LG^E@wx1;Bqazl~^gl&1G(!A`{;er1F-(*WAP;06hJr`VVf~K1w;g
zk5Xm1bP2FpVKBpLVdy)&a;f1mj~rQ*nQFG93Yg*-+{;e;SVc2UF>0oOVoYcQLp3u#
zfm?uEj}C!|@*tVr2mVaQ0Mn|C)gc6*bmAxr;?xq>cIhgd*XsFBKhPyC1sCCUwd$^&
zW`)sp3uMCc(MzJ__puQe4d&hPA=T}_SNY=OU5RQQ0;q=lD49LLaYK!<cl7Nl3i`oi
zQQL8pSz%Jwe#U!gQr|`X53AjU&o`^;YkjE|hTl5^1>70=oGg`<M)u|$LVqkaOZ-uF
zFJK_2PnrQtmwFQNBrY51k4V7WL%_o1c{%UnGJifQpE6TxP7@)yV88u>A*J7k9smR$
zXD6ir^|pDs<#`^R*@t9+<gfvJXv1;NBIC1gc@oIo-Pm<`F|3KpW})YQ(fXRVON5+8
zyIR8<D*)D{Z*Q=W`G(YY->jRaOB>ea<HN$oC<-@cL5o*QQoZFELWP6p>nYD&_g|I8
z*O~OMxh&`&cO)I9rSf`C?p`%FT>JIZ-+nb^o3~|XDZn!`O-+%9yleWALGAZbftB>#
z$WW7KgYK`W=Kj=*WuWHT7h`kMmKyNcxZk2chymmbPyoEmXhJAn#L^e;<?EE2pI>*G
z8pqsw%LBODy>RH;<1iQXJ0{`HS_A-r7u(z9p1?$PlD{|uYT;wXV*p>)Hv!Fzmbw8V
z>g}Cpcp;LnQoT7D^QS=X7@qoMGbsxHO5F#4JC69KlF@Z;{^DJ`?ByorY=64r$i9>U
zc-r{o{t_qHy?7QEamPFY_5=m7uvpGVM|mY^qD7wYhugL|HH;&aR1vJGi`3=za8J|O
z3BQMjr{wCuYEZ3kDqLC<&|Qnj5Jz!Ox7CzJTmZ8c9^=HM5Y`MtMLDYRr-CwbZ=&mr
z|MK!KI-2)SN6~a@&+kQu0O)6HEU(`tJJ~$2;bKGa;{dP2F)HhT$8ni?&j&2lu|FON
z`<E4V+>E8y^RgM9y?@#n+m-6PI~METwD5X(|FOXSP}26K4Up-)S}9OKh0(+5nL3kg
zT|Fz_-(|yZ;UYHrF~9Kd5S_Kqxqw^wnF>UtS^}PzgrEmO0RrREFVr-w;k{y^9H5T+
z(_7Uhw<p+SQxy)Lh#36)vn9^EbBvQgw^)sqAhL3vmW%kmX?YM&D7XM-eR)(73r!QW
zTTzrCC;c|VdVX-`c?p)0-bzW*sj;>Ibi5y0-8O8u#q|5FGbPm?0Jjz3%B&4s9agkM
zA&%$JoZ}x3!k(*p%{L(cc8J1O__AAF0jZiEz%DJ=ejrL?qRr5I;%q%GjqMA5(qj4R
zfn9p`(r6dUT7psi2c3FQLMT`&$TVASnz#&2!E_6u_1iReLeCeP1opVrwIz5-5=UFP
z+aRaI<%&o~mi?!rr4MatV4dl<24%|tkE^c3>w3J=miT4eZyLci%rEStN-%phU5bh&
zw1A^dj)an#(z3l#O3ue=N$~(#@{B44YS8So>a>ka^3<;}1%FM7vcVs&5#QbUs4kYS
znsRKRqYI>trvlR^XA9JY(Ca@{Pk&v-%)FBbBX<4jX0*lFXgj<Wr<ZC)*a1BE8ZlI_
z@BQH3*phb#a7~Eg$#f@91V0K^FA!e$TmLH-iIL?Vi_{wl;74yZPfV?51-~CFN?<S!
zK<R7trfvndawdz7a4*wjK_$)KMIqj9p|<;<^loeVZ?2}7%Y_!s(g3sI&Ed>Df#Wa6
z_(xY)X(a$ar^3AkLtX#pN1c<>48zk~{IK$QC?KNE*&q2F_6Ks@ZQ8~?04EnyfV&RR
zC;(SP5Nm(o<#?kTqrSUmssSOF&P{7Z#+(4|d};b}Ipa+oV9Wy0K(#ju1-BLfeW`mr
zhN<B|Xm?|ws5NXrAk|;b)5`is3!sbKICeTf9M_04{m}d8MTY_2D`RneO`}IAz$%@8
zw>S=fNNqknzl+z!fNLnPFyCA_KGusN<CYb)to`uY{Apu3APJMt^XWN3cgX`;w41Jb
z(&lSCJ5z5lBFA4=07NOLj-b1PcOnJ0Qi&N>oSMD2ILB(=JCdi%eYmR?v{JoP<fA~b
z2yL~oWI=v>gxNQJ5PJ&AcE^r%(oWnDbdWSpm`#t*LQLKdZ&;*Z3mem}PUP5hWJJ($
z^@v?sHw50MU@>B|HI_8;x?fp7f#Xn^{j-IL8AQ(RxGE>P((33SN{xH};HA>?HI~Dc
z`p?P2Fg=D{G~UC;=D4CNSJ_jz0dBEn=*<cqeH2;)_Jr>PzRy;Gs90&EKkj+c2-^rZ
zgpX?i!lM73u$b7`c-E)cyWnM-Za~=Fu;eG^^UInP>(?Vqz-?;db*TY`{>1h>J%8tN
zt#aP<=#M+I8k+%5ujAfA8BoNL$eHAap(wPXbIYZxGE*GNmO}+yd~2nJ7|))l3N<u;
zFp2YMa$aGZ#2~f(mKpYoy_I|b@aFB^oEd{6NO=su{CIa^=NW2&cAJ@f@GUT+^~oJx
zsAy2?rl^JhXSfUd4~LneJy&3Z<N9@d00Fs;)Ka-D*ah?|hTkPC;>(J#1o#91T+q5+
zd>H`B1FSYzfWt02Zr%0d@_20X-^`$#xVbaGBkNzSZa-^G8_yOKT;{J9FWAT2mv8kS
zU=N$E7T7#i1UPS^1CAUI?q8J+AV>n<EC*n_ZU$&Y076LbKP)cPDX%y0i9qr^yHigU
znr^-|FMu+Fu5IS<7SUUG@0^5Gbg~ZK5XZwagEEbsP`)(%!}A$^oy*trB>=AZ*ZImQ
zT{16!r*1hDqW}QYy8V#0s6DRNXRW6;tl*VB_Q!xz{2jlqNG4oV<AJ1V*0V2ZNPzoc
z3dfwK=e3k@iufmyQz%LmEEs11VNO~_&EQ#EfxKNb?xgvulaeYUeE@3mh>o(Ea+Ssi
zH^;zaq$H1=pwDPN=yQ=nfXe%hGc9kTyj{hBUwZQ1&zEW|`Q_+1U-~LJGa6_U#7XOx
zT^0H#{VLuGmd0-OFkHs4oF--*-dTyk%c&2$lv;aczlDNn&?I`cnmOtJvM1Zk7}zm@
zjn^I6ZAVQ#6r0R1uY0zD)q^Q?@eP%gyG$moT2HIIeX;JK3u;<z03iHpio=sk1SoX1
z?E<+6!Nb`e1R`H1ak_-f${lJV9*ex}qqj03unuq$v+Tq%Ct!KUTdGfjJlvm8qpz|_
ziUt-->3OsWzsx7Q%*oeM$y<`i2mV;9g)2!%W+6q}E}Y9(vWi6eSUr$0ZY2QW+|7f2
zov#-ce}B<I46#uf)ieP=qaWY!v(Er6B7i1WPKML*$#CYdVJBqoex@{~7F<9NN8Vmt
zefk3CN=pWEY2>a@US5x%7+u5(iBBYmRS^;=@;H(aOe`*lbixng`PwdzL1T|@OnE#L
zmA$`xTej9keqT+W;S~7buOq#bgg5y+J2TTq-HW2?IfQNBM%Aln(bAG%;3EgA4-X*O
zQ=x6<Jb>cpD)(^_4w%48aC$jmjB~>r3pRmmjeo{h6fhi|39!&ZtR(P0o?%pGVaGXq
zhshd%R$GMSW#%@WP1@TH?Bx&O-h7E1l7)NlZ;vJIkkh6<jO6qicWN~&tvx1qiW6Ns
z#aj*OqXL&&zO<q{`r~MH#8&UJddfpPd8-jIuVi?J4XAA&_*G+V0{Urfi;@y1o|?^F
zmU2j>oE{SX*dAa13sMkFB}qqjSC~S;C89+D_4m#4J_mf4-2Ph%xFv{LmPGj5?|-xW
zaQfi}mWXmfVNBg~Nh<iuxRT?D2tDwDMob0bG#izKBa9WE<O_!9WEL>UWb-@ui>OY&
zKgVI1#5G$<WJ}uCg|4YGD;>q#*MFyP!<+*9$ORj9UxOFQU<L|Nw!G~e;nWR+S*cOe
z7Z&K_l356n$h5_3Pl@BQpJ!kwgfWGB=p=sQ-j-y@<}cIzR40k&g1KHTS&=GyIK)0&
zB}+ku*7r&dytIlFL_3F{*V1kk!XSfp2_y?s6^+rXv2;O}z~p{%yRQvqGjIzl<@x)C
zZ3$5?^Dp1dcNUPN5zEYT7XH(CS(VlAIhz^<u0GY&m&!k?plz@emN*oif^ZD>@m$GE
zQ@a35%4SJN5gohQsFsv*d*>?gT#z#8Nz%)&TC%wp@g^GCOEDRS)sX7$nQ&soX*yAp
z>6qqrD3Q3VB>z#e%%KmAgS7*%#cg0<J%DDMtqhX1J6XMoVaEXq5!Ll)gR&T{4KlEx
z+cCbGvEeFLaxMvfoa4)!H81b3l%T9$a2kX2T1-jRc@l>p$Q*^UR_!54AdiTs+YKJn
zxX8EQUumMdi)!0#a`g9v-bH2CvRhTAg&#}$=!Ih2n?zheY~2*t>^|?x*k_f;Wej#Q
zec>`om{DkwE*$Bh!`nC-crxij!)69d>C;jg#D1mGudyT(#FIQaBV$F-BAIZIqqKPr
zuO|Hcgrv&aM$CycI<q!}4Nh12;aTm8jfiDrAa`isXmmnayVxK~R#V6HWc)@wLuk{K
zfs$<7;B34kTMEyP3K!lo5(AIHnr*7$hDBS)#RoE-bPuX@4};A%^akHknS9r0i^B-1
zBX*UMq|9&o<>Q|K*<pX)+Zx|*w^jCk*&c$(0#E-Vcc^#kN0~$Smetzqw3D0SV}PVH
z-4s>sju_Vk6X_tTW6ie5YP=jZ>kbXjDQwfpG$v&BwtYN0U>Cm_BiqWTJFUT@U&Kd@
z4Nta+AeNL_cf}=m+s?0yRNS{!f3uc!DfR)})MlHzDf=;KdnJ9vG=-Mzj31wpK+_Sf
zlz@!rV;%0DAIpForS_09ycBgh(m4OMvM@&^4h9U(&5#Qv|9D2N6_Ez8FqNC&nFp@I
z#FkBl(Ni`P`31a>IZSwCB{$v8hG49#$g%L??ytYy9e~B`{om8X1i9jWk+M3}A<wM3
zk2l_p#d}<6sYKvQ$Wz0kyKtXz60j}T2N!;M@fn#pSa~awve=h0-2=PWlD$1so`tGu
z@M(~%nh@0!|AaYe@Sv@k!J%PHp>TRPt&B=lN&35hTwg}(9b!KkKO7~wR<yFln^5OW
z1S9%pTZzm+J*vNSxsc8^wx|^f>jk~ElyYiJ`Tow_hfd7`=>V6Na+Qj=I{+k?{q@ic
z<}fDJDq`g;l7O$cHA$+9qlV4+M!GDfLQ`y}nGy?3?o*VOyE4UVM*^^y?mc!uFPB>=
zQ%jH!Q271NMf`7{!gp4XV`lBhRUkHs09DQiYH|D{4l$il`qf08iI|Z9OsQPeswN!>
zuEUN7^#Goyud-)Oc{7fey!;?fLZWI*4`B<L9Qata)&9CyHPbizd7?a7Ue9$;h;t}a
zeWLvd4Fd)#BUaa*nOmXepwWn-oFy^eg;ElDW#}MY6qFQ*ES3wBC^U+|^?-@BKTMaB
zVjg@|&9`zrny(EnNNWpoO1Ngin;Q6o8u27B_-m*Dh&62u54&7<MkA@C;V#h&;HdA7
zXWEIYA3y!h6W%9dMjF?UL{V;&8vy1DfImfb)Rob%s(Lp{v)I8Zjal>)R-&L%s%EuW
zq0#HKv9US4s#zK#P@a=U=JI^v$7zKA4gpMizCHSiAN!bK?C42Ta6o|Q(u9gb=M}W_
zK1V+hr)gX*r5La`X_pW&cU$Oi1oD8PV|9>JW{{sP(=OI>M+i(!IK9XiW+tjLBl0q#
zE_4isIiB|_g;tr2PXUupTe_v=Y?xJnr=3i~0aql-6I3~mB#iMFOYXiUk1!Lk<1Qf@
zCj4dj11db<a<z?cF?75UEMuy$la}(y#Ez*W=(O)qk`;{yf<|ZUAF=xl>|zVLrh#vI
zmltdpOsSQ|i~_9;z#nVF%g%(0eb7RdqBwMeB1EUDUYu@u?%*aO6kSV_(q&U1zd6n2
zU~n6dp;K@@TisN^44v~RM)=+^#(o}SQLZe>kr3ISLT?!n$n4A*9+$N`w+H?a+_65W
zGzBtgC1sIGaGO>PZ{h8?lGC$O(*TLcNgLpOK+>)(wtQHK`1kxLYr30f#((TDfEVvK
zSSa8rk-@>hlDrAK1M4ILTN!*zPphR~R{Kk|v)NoxU<obMF8xi9bD)S%LyW9OPXpCz
zqGdpMS{-)(TQL{}{xNZhL-&PcI&sVlkGXOu$?9cim&-F7E8s57zz<(a22mGRU|Y%S
z;;;{U6hEO$fB-+P(z9z*t;%MIt~aEg-PsCfRNRo94qz^3r8t*PvC>$!3<#(ywfKtb
z*X?XH6#s|E%BJcwC(as9A4cP`btH$f^Cj+9;B9*^j&P3wyA7g$SKS%`wg2Jod@mHT
z0XSfi4pj{37&_miBxK18(u^nJn4~>Zjlh{TCr!*kP@`lhgfN>b;GWC4U28YJQ(ERi
z*>iJlbJE((>+w{H!&Xlx9#46$q-D;-Oyr{z)k|lT0UR=z-Ifso_+km!6oq+%q}jlt
z;5RAmeOP*#+2Pb%X+Qk047kHYq|K6~j8C1?smJ3Zq>*WksH^ZysuOjFRMkjyOP<Mx
zu5=t4Mo8tK+YP_%kY1tPZ1IdfZRvDNqON55G|lFS?!`<sOnZA04Edeh^`^UoIQ+es
zs6}Qa1#185E#+};=rEYf-e)y=L7_Xk4&kL~F)V5ieWEbBql>nBmq5IyPR6J@`VS-^
zz$$-wJ^IL?jLw^E<h7hDq>Nn&<CDfRf98r#)${uA?qfKc+D`bM&eG1Un&MzbZ#tg>
zBV1otId*KJ>fEI9wRS?!l$7k&OO1s!-|eT^5k-6kxGrzJbSi5w%!9fb=!y{+ylGD`
zM-%Z9_?+fHd8=kIKYg%M2$+B{)2d&;x#XUhred_Xiz0VOs|UXeZf@s{^6#^EmjTuT
zAXM+gNs$DC-l;gt$<x1B!p3{LpwfuA)I&!$hLb0<F72}y?ZtJdoKPn&#gHB57%e!G
z+W|SzTH~P~-3L1}L~%=p<T`6-MYFIt=e3ib0mAdDcg$P$BJ;Ej-@+D;YFtg{Dv4Le
zI_cOyJ&uj+`rksub*ew24LbmpN$25kmru2l0`!-1-BGXfNEgzK6WA4Bh}yk1enrkY
zxs03GbNpQ{VGeC+rfS25;V#R|s;04^W-;*hGO)jUhwlUDEv@g27|E%H9uzS;5`)|0
zu%Mew%;_EZI*>fUjM;#o93emjwFy6GGB^5j-VPTTPE~vtC(PC^``WlBd8q+_B)&u~
zi+<nHRYqftVlfeoIiCAoGZ9>^7br4)5?J-@Q8IcBC933ju5&<;DR^h=HKA({X-lJb
z5O_eDg|39#>zk#sc!1S#YIHU?GPCI<d_>zKgHd58`YWqPtWquexLTpl-YS3Qh@!A%
za(=-;>!&W3T>;gSu*&s*qB<^O)1!X_0q;)j|1#AABm3*5PD9u2mZ};#O*fD9s4)oY
z$iob{W{pHJC{5R*s#{+%o7<J4F$zPf9mLh8<>NVgy`2&q*+&gGy)tukrnw6Xl!%{l
z)#B5cjB#HpOq3#^2t6+j#U7nkf`0k&6pE)y4f^<8b3g#!h06GiX?a0~N?eu}uV^`K
z`8vx4cm|h%VY@LLBVoCm(<-O59e~ZK3Vs*if=l$6My^Qu%=1=@%_7P4kyJ3cAxGs*
zt~tN;!ihZkBPVjjY#<ld0!^$b<M24|R87G5c^_>O)ggpR{|GnURAdGY(&+F<_fhvL
zea!4@`5~hG0Hy}^J(fWbV_QP3WJZ#04+Ji*(vlcLq9fT|6tAO^UAHfDWZ6zrl_yJ=
zKj|MC9<ark5t#buy~vk5Wmk4i6WLsGPeQ|KLnCEgs;s<*#4PSn2^O`YymW3`->x}}
z^30Nbuc&P&Ch66cxJqVa6m5~E%_{7=ce3ZMOt{Ww2JzI#2DB28=>VFF<(|80`M>t@
zxNK7Fmqh<D3XtW=?^$ah!JZM>XNYifAqs44knepZmLwuc#AT6;m^GQ($GPR2%Mv20
z`H&$()v=EuG*U^m&O4z5_|LD<^;%;|^8oJ1SHXGW@RN}`Ou0Pbar3E_ju~F7d_3<*
zDvZU-S>AZt<7)uaS1PXnZyOIaS=)3&-jYHxB$sydW`=myfS@4aq{!oDO8!*Q2e|^W
zKA9i6VG-(O1`^@QU+$Yde)WJ?={7U~Xh2u$+k;2?-xR((gceAym^`Gudv&{Q#H1AW
z#o!35oJD(<Jz3PWCuh`(5@oo({F)4N@Q=A8;Istyu|v`}q}wx1Rcw!KlUt7zF5iLK
zMK!A=6{y*@l(tnUp=KVviIQ=>Fe_7<Ms?1@-HZSV*A%?e2}(`ieG)m@isq)?j7dlN
zm2i!YI!q%&(=5kRQihO-`TZr7ZXYL*U0L+tewAx;03rf;hzUhI&#n0ug5(bcG_C(O
z-u<=<hOmSB#9xXLJXeezN-~EVDp7-16YYvWuZT!*elp=hbXB5Gtn}83A<b7zP||2n
zO1O@b5(el2AZc#SG9@lT|Bs1kkIe&KCdjI6$BBy^ZMMFWYsr6R4A(k(u_=-*laNG$
zi*Ly5_q^;}DWPw*-~N=4$)RKpZvT*x+G>_V!a!T~T{X?%TxV=$@SbBaBv~l1wJp||
zmX=9E2la5voW>&<)nKz8|9&!lTS<Xy-F;J;Z$QJO<eMc48EJJJSvsZmtA;Rgo{gP~
z(2#cGw>@XNF>+4%q@%(y^9`p!jd?P_!?K*yC^NNz=7d^FOJAh857=E@p1zJ<tpAw=
zz@e4&EzZvm!h{-???LNGtW?2BfFlS%umJs+^e0#}YfBvgHKb-y*L5-_&UtGr`x?xs
zs_K<r$POTWxaNO3LdS2$aFTjlEWwKhyY4{)0_$fo?=C+7iI5sn01)opX?x!xy`NlP
zZ8RLMdEO)I6!<PSL;+e{h8X;&@w5u)g|ToQx4wI^4bKPvyIY4suJY>7-@n_t*jCUy
zza{%L2=SY1PAvKT<hf~l`WRF28UBk&p#R4}Ll8iDxgJ#(nyGSM1k&<x<A3kc@!GUZ
zZ|%D^<yhhlgUUOt&*9>KLZ9JE{K~<8YMKqHmsjS%8HG;ApbSQ@nyK+7YJvQoAIWg|
zP{Yl+Wd)D=q}3=DB!$2GX3F-hvE)S$5&22$CZBYHantL?jq!Yf;PMFhcs>`;y~cnl
z?wqn>Y%USy>e(vbqPHW3r|P(ysH6t2X0c``D>ob2Trv-6YiHA5X<jXE0rhhpZ1WoM
z@J>{$qAXy3h<0|s^@}9imUY0$A&FtMt`(UAwFLfXNON=M#lAYPrl8>2(f+&(0QXLQ
zxPNIEI-k8K?)@C1YX7NH*QE)cby2;Q=+w2F^7Ger-Sw)Owt-GTKO43O*_!$CfZuRA
zN*(|*+{yO#^%Wolh6$ML+jWwwxrlB01NJDFQ9JUjCnCAGP2p;x|3dIpiE1SRXh0e1
zi)_@|;*lQ>;O%XecmEW@P~4A)Gasiot+7FlH;hK7)Hgqr*48FXhO}fV-Ws+If^Off
zyWS)FuMP_aQf6?5CrPT^N|Y2`4Bmq6`jGv4HNSA&(tUt-f0}i$)+SF?z&4Ogpr$%*
zIaM0s53mSN>lN=ASHIOTMX#!SM{1zQ(Ab1Ko}Wgx#}NjIx72j~;sWS+x9C;nu)Z+!
zq0~~Y4mu5d6uGUi`;`gzT`G8q))L#mQ`Yn3dwIG2C`U&q52zI!_sjKHlV=Pq?bTL6
zt@ZrGF$JK`<?F_KvCQPSOacb0=EJQypb-Mlj$^jkip}iXtEch;7eFg4k`1X$bZ>Te
z&Qf181N!(%u<6M3O;$hiM3y4aXv=ddw7Q`dN%P?3g)kmYZuTo1J<E6V?~eMf3WbBc
z^@(LN7)vle6SnzDMXG3QOc(~{5CxLf4VXY<$NHi^nK0ZG>2YWO2oR(#3@<aAJw~*E
z3}=PwCxnK!uMP}Z6_`cH<{Y-uxjhUNZ=4OaYp9K`yc$ilPjzCE>oSt{dn+^PRkhk1
zqkr2WVRw#INLxo70$9bQ7X_bi3=Q2YdZMkWz$0i}TIf4lK?Q9&y;)Z)La}f;+!~R)
zYuv}seC}e^4H!8A7oK4Uy?!#k*VH}KPjZ^_{)lD}inRWpt~+&TOhwNZfY|rl91cii
z?te*S6S{i;w;m%@VR1<L!29#yn%i;z6@k9v2+&r6!owC5ln7uAq3XXf4KJ-(Rn^Q2
z#-Nvgd$jR@p|{)@gW*<Fb861dof5lkgmbV#-Ao8b*`Z`wHI|whN+YNFj0&DB`pp|a
zlOJDnJWPS(*m6yyfxZUa!g=@ig9}nPB|ZUherK7(S*p3ZQX}WMaQ1F`^VLkn*7Kpr
zhE1+LiA+J;DBTa~t|TP^{KWkpaOp~cVIg8Xn={06ry2DZt9HP7v%3WGq+U;ne_b{Z
zm(5a2TIc;C-WTb0_)x>oxU7%;?Su>m#KkAWxy#2$E5pw$ywx?`cSKo;yIDL1>qNBI
z0C^P{P#zEff-arjZG7lv*1|R8y1D<c5YSr%@V%bs#`xyuPI>mTlIsAD%3H(Sc6yr2
zZG%1-ATVUb0?N<Skk{kpB|^yY@bRF{8DPdU=fCJ;#pJ2Ysd!I#Tj}zk<iGS5(N#~-
zQHgJ^FVxY7w)zJ47XLDRi`xi@fXyU`Hxhb!J6#6thPc0CfsPV_X0KU$%X2>8B>cj^
zLq!tITK@`@sdw4l&va0rylve19o};QIo`5xAbF;yrsmbIdJ41$;|3P$<=&;{WO1r~
zIAzAGKishu%{Rr*RWG`IU*2RrJ=YMw;RvoVN6yTPuLz{F?54>cEoO*V4*Zmr9#2pd
z)K_l7kUGtK5@x<{2_K<kUNjGnWgYQ8q^Xy>Mv4<cqCKdUy=)w&&_ZP^8jeniuA{>C
zx!CYkb1QiEg=xbPQ$$Lr;?p4E&L4F$crev|xrj|k^x<p+*eG`p;_~y=PSQ!I>Ee%?
zA10RT_mnDorZEZDjbpt#<sxmu+-DFPD1`<&&{rkx001C`=daI){d`XYjP>;TbYnhJ
zczS4^ucZV)z`8zV0M}LjdP^T@(s;7B_<hesf1$~fQSG+j$zoII^W3F}<@fzg2-5sO
zw}F?k?>NP+u2^!{zEdII^$3W9r&mY$^%I|*%txzfv8StbH8rE+)K^NRb@5riSN%2=
z1%-uz%lm>idjo0U#dp7(o=|6~>s@&MVYGBnQiG$|;LN<Les5LB10bg~8G!w7n=yRg
zW(e^90c}(O!XdPSUZy1FP!doZ0ln|~x~5mVN{R7VgR^;DDtj`IyW1Zr`qh>K*yx0|
zpMIg-Rj{fDlX@Wmki;3ChE%^5o6n!$`-_JX#!JO;03EtEd>4fxBxw|gxmE`FSn>v4
zIQmcJ$;BZGSL>Od-OnMaiKp3~_4ebBM>#sfNI=c)cg-I0Ol65xUx(M!7yioDPL-lL
z(-u%rxH4P#6$6;p<MdCiWb?6xgKkoswyl(v87xLNGp#SapC8nUC+^={|9;$A|D0g+
zI!)%WEZV0v?s{|?fa`a(rUb+#b|D~Aq~S}e;y@KU3_p}cjzMuhm8T<!E@fX-si+Y>
z)BcF#4{g(8$43%o8htL<#xA(9hW4lkiG>dGcz_FaRh4ORRE~R*FqV~=j!BR?+BP;1
zw?_T5Mn~kXol-=bwP6T=?K{Pv`?h%b<Nr?Nn_RByd8**G|68)$Yhz^LYp=V0>z4!c
zk-CEQP{*ip0`|+=V|sc_a*x-Y7)3HNT>Z&a9$O9++Ogv$`Zb;8=TN;=m5!;N53l{w
zK7<oU2275~nX>3JFphVWu(3g;CUyj~cAL-Hs3c#Ui^UK)1Un!as*Hv?ARn9*3qp%e
zzqSrCbBEV_e<7d1*!@d<FPkJG4EAB=$pl7-^@*=wgAJBMTDp@67B#$af12djK1(+H
ztnYP;Gt;I<soJQ*xrjh_S{FN8Nkwo$TO-eN0(8jpWJRIHf1&=kuFR&(_t&H7<++_)
z1yoZ@a(c|23N&IlFKYE0cDnuc78O;_nklq_enKS;O9zLCWaTRW1Ms%NjF?!D%LyJG
z0}!Z$KL_)b83WZ3HjQ;}E`nKmxU3fSHRr2jE|(-I?3WOY8XV0h-^82`fS>5QehtvA
zx0QIlcnqw&^StJildsDz3wLJB*_u7`$>LQ5zY{^v<*v-omA$DkAjb!4@tuW0;t#Y4
z{gKXbAl|8Fzx?<4*!QF;2R~GWY^1#rz0GO<tJ^q2BK6qi_7TF)t6U-3oM)9C%X>z<
z3e`q3yab-gr;G93tBHZK*aPdyD2o?auRnD=K14g|>kk=G3c6m352Cl+8IC=9m0P&%
zYsr6Z8NHtT;nQL_3vWkScD*ZBj|s(`t2A*vxO%NG3>hd;bzldX93f-4Np&!HM%uvY
zD-aOb1ho}$FSD0I>s(vbsM$(L*wsVC0}FTlsxrOP&j0GB@z2iYS*n@jP#J4>jjdp|
zD%Q$G6l98$7QK2?08IfS&>x(A^L8M5r!MF;g$S^DsC=@njGKvp>6f1jD-@lua}g_2
zur~XtArN<UT!d2-&y0#TJx?v`o033140Oo;7D}Y^kr_U}BOOPyg<C^VWS6VA$xHwh
z{krkp$BtQ1Ipb}U$M381Z%f$y9rJfva&hxAe93AlE0RPv*BHV-OSr`G^}o?TZRsyH
zlHs1=QClpB*@p-VoQSa%fd#>jh)e_bBcwrC9+LKR960j7j+HCUtIxi|_Fw38fRt&?
z<k06gEL<P%)gZKMP2qeFZhy|Meo$Mx548??(ADx2&k3PRW)5P_a{G2U-#NhlHNkhS
z{r>W;CBDZw0!P~~(1yzLn*><au)8x;cRzIngUy}}!d4SwUDRLtd>i#UR7>jRLbA)Q
zmJ=h|BeF{he8fS>j)#)ZkwKcr^s^Da-2g=dw+Gdg0Bo^`Cm6keq7897FQu)+_IPaQ
zHxVo_UT%*IauNcntsVe8OW+(1`EPrfe^=n#nkP~!pru|4HA5ZG?Mv>?(q}8<VHifz
zUIscIV2Q<I61+}X;3NS6bS$6ht<1q)QB<fM>FKl%^9&5|oJQ|P4}QAGE|Zv7IC{d?
zO__mwos%ZA$^vEcL&kfWw@(A>cNc^IcnnMvxW-JMo{KG3)^V(Q)J6|JH)7{nlNCJN
zg?01aSWzZMzu`da_sOOXL556aw2#oO;l*om3*aW=vXG*h3CP=5M76^FV&PBuj4Y&t
zEQYIxf^A^H_q|8`#~1x`*mUmsioPVPVd7gxByNq0t$EZ=-{Z3TRSV>9810NGI}27I
z;8?h9BR0sPT}y2O$G<L44bS{SvTwUBWOr;*tFj+9dt8W(-u0R}nRqz&V*}7r6%Z0{
zuc!Y*YfwATY{MhQ2PC`{nk>+VNj!eUI{W5?<#H)78ODdIG{bl@#~~|ind}b8xdp*J
za;NJm){yjs5)MXV>Jp}gVmN4QQo14>Mf<?X$VpblT0TBJIW{D7)VjXrIWSnt2mjq*
zLxh4jd3cE4OGIM^Q3I;-H~OmV*K=pDCMEq%*HSnPsDf!6^oxZjmVM_|SkcJ|=$%J@
z5~5lSRt%Rtus)pr+TZau_T9^zSyJE|z7hRnRo%C5{%gdF`Qn~t;U1E~{O+vh;qOf{
z<+$p^bw5SKz$#))S}A&2Lo%{0>X-XEa45uKMoBFF-LIL$GbtLs=KM~|{cleW@RCNa
zKFXl(cVq@`z@BGuuz-M2Q_;6uB1t_?Ia=v?Bpv~Zp02KI!j<^s4Fi_X=>Mpb^c+%A
z`4mD69(bs^r7HQd+OGaDq3m8x`scfNjdKJ<Hw4m;N*)hO!t)Y+bv7hC2<y(VsvjBu
zn0RKKxlT3Q!lA~ZFKM)eLvD_?Ek&tmOfApias4~++)#W7k*=T*QyB&x)dMLpc}TIy
Hn?L^_9(qRx
literal 0
HcmV?d00001
diff --git a/log/zPythonScripteTest/err_n_plots_multi/IterPlot__MultiSO_Vp__fwi_FWISO_iterate_m_allshots_5_7.png b/log/zPythonScripteTest/err_n_plots_multi/IterPlot__MultiSO_Vp__fwi_FWISO_iterate_m_allshots_5_7.png
new file mode 100644
index 0000000000000000000000000000000000000000..87f9b08408987fa82969ec3033486e56fbb2831e
GIT binary patch
literal 33646
zcmagG1yEJr+cu0rC?X9C(gM=mDIB__^MG`N(v9??r5mIhq&uX$JEgmuLwp<bAHVl~
zzW15Y8E4O#z1Cjq&g;5v{Xa>IAiczS2?GOzBqj=ygMoRf0{m@8cnUmeW=P0{f$?Gy
z1ASC*NZd=ZPsAL*x=)F7t{Uc&1NEd~^ggBRha)BvZo}8TQbRNK6no`AjA5F_z!xl5
zFszcUqFbzjvL*D9qNS7&fm;7buKIohQxjj2nO*Y6ZgO0W^})ct%R(`<bAQfyATf7?
z*P8dlF=(1;pNOaOM5|RO%2)kUc(6f*dF|F47^&Be>rnP_SB>x*BHS4BXbV%#$q|)=
z=!As&Xntvq!4=Q9ZE8<oV7_IEYgBxCogIvpUt?TW;#LWRV)c|`u<R=)ya4MmB|%jT
zf6M;6@-2hWsc?RaN?ruLh8gpvB|2gO;ETiHo)H1B5cTpvfq~)A_{EO^14B5H(ay+$
zG62Uoj5A|TBrwZBBUQE0?{BtAVkM|6Mp@20L3>6y`du-eR_Zbs59AHJhZqU&|NnJu
z&yI;rs0EfAW<Qv(`)19akbxX%bNXHsQY9cW#*7*YipG(i)PH{$)3NpD|FNsjgwJ7M
zP>e@3(}{)=jg2XBWMTMSncv=vePp%j@bw!KkFowSUxA7W+$4ng4FYg9Ae>kKy*aXw
zZgm)(1pcC5WL6DRSXw$p?jdaCd_ViDGGAnVwO|AbfgV5q??Ut_|M#1u=D;OcI{_Hs
z7QiB1!NOxmyk=FUVGBy(j>#u;@8OW&6F8^Ofy+ja{`X_4RtPpZN}V+pP_-+gjjsUT
z5HpCzG8+)E;psAq^QDW3^59wvtt;0iV8!=HTQEi^r+P?0{vV$wOcCAP0W!59vwYSa
zK@sSn?7r!m@oIyQ2s75ZQWuq^e8%s)+8em{$34MRxFl@S21AqV{Qv702lEA199E-q
zIEB;j(UYuKsA3yk$cUaf5Rx+oc+*|V4|I}J91($|70Y?TU_m5HH3yF1TwGF<bWy$e
zAA2e=oa+BL39_7BbiiKX@r&y@cZ%*W&`>cicJ59iB3!Gi_vrBBn?94G-kxsD)75`A
z`+VE`0s`D4VQnI}n~JRL6VyV=*=n0<HTPh%scQ3IEpo&?y@5&BUg=)DTGGuAwmY0D
z6zCbzi7a)0JF{bb!*YC$Yi%}5mc~H-Zny}X-^>|9b%W$x87Ol&g`t}gxp%3jo0(@3
z8|MyrH7`=JPJN&~B>LRy%4qNdL3ZM9&g2QVM0E`;2QQqeCSN0GbkuyZ`9Lf?<!vWC
zflH&MR>kCYZsgg7`bned_Nna0b82Nm;^%-nSs(u5fkWCB0!1mZ9LU`EnV!96im{k&
zOn_XU?yFgW7JoxyTp#R<e=Ha2rIxd6<z#Jf<2g8rY48o6UWygMgEv7qSEQ+p$MYbN
zMzs>R_MWqSDvOzN-Gv)Wkb+9=eM3ZOpVEElE6o%bm~T1qz?0hpysKr26trQ};=!x_
z)iMnwmzDmSXnpkI%Lv~}6GfGae7dF^r(x`Te<M+`CP8?DNX=?PnYGT*#!J2H@Z;k>
z^~!xoQu!p#imiq8mCZ1(5H7nflSO-8bCi>B$_(cs@YZ~gTk(Un;`LAb^+$gu!Om^!
zGxjt0D#ep(^o>I|g+Caqw|Xh{hvnC|1+P@aNHIt>Tym5YMjD7wb|c0vD}7gP<{C*n
zvbI)fFc^i!o)-eqsADxA%}5FPT+L8M>nFKQn5$RqzfbGDcb)$x=rnPA?N83<a2ZzR
zzZst|)3E7T0v!12C;|7;D!jipyCw*v7r$<d?yGgT62WC-1h%IckW;NWSQ`ESSlRaM
z#<%h@{ey)(WIm16te!sA-qG~m%^nR?AG$8>HWsLg?m9_A8`Zg9+U?KT9sbaK29H0L
ztDA6&)?2FSYJPr&eQP_MHXdgNK|VCX0A7eX{5CsOt=xeHwc-5w9os?sB&F$q*<qnS
zNb0zXjl0rpnv>XMIPLe%i8Q<8%}_EA*ErVY^-ljmeckUXY`(%G>D{@Siy19m8))IZ
z{alHkK{<owqYr+A81=pIt1_PrheT6@)s>VMzAVwGHzx6HP!XGq=NZlUlOjbX9^aI=
zYZVZsg@-rN@!GeB(&1{^W4upWXsFY49Y;=fKfe}yy)Opx2W>~sCWGtjBn;G7o;=1t
z2;}&9IXn3nOn5niixU&awvcG5iiLXn8!Cdy%AN|C0VZnjJBC97_qraA`;8x_ljq0_
z?)|?%Hb9IP8@CfI9Le^SBAz|Q#LEzWbdfi{A3+C=RX=MvWwjW3OBbgO$gHp1!e$KW
zY<Irw^kc8D8J`9T3BkJ8?%j{jSrw?%xLs#U%w2G!_kDYx&g<gkfLX{P-zQoUs^7Wo
zW;Uyr5*zlJU?R)BbGoziWLgA+eoCamJXmKvBlBzhk${9<NMLcu^SzewoIAsN!3v3X
z3d8JoDGGA;Vr1`9Jfm+Sl)LyU6)#pyEgjBnPtJ_>UhhsjPW{v&o@uB%PB+#XQ#Koz
zD`vG^_y`j8!?@U=SDf7)S56McUnsZPo4LCoz)QJ<PE({n4$78g{UAU(Y`)L2jdN^p
zL*7?&-e(#dN(i*u8`*Cw5uCIComdtU+^GvH*V~$`v)i-Q8fJS;I5(jyAw1=}eiNW_
zqa%|{olKqCqPVhXR9U~*g`s@=^yXga!bpr#$f@f2N<MygGYJstUd_vC$_q@_#|+$j
z59!oJCwnDxUl`d}f3;q(&_kT|BKx(Bp9RwBA(gK<+-r9F+s-U0uKJ0yCyy!jHJS9A
zu#lw%N5hZAONU1#=Fl^?4YV+09CY%aFQaPD#D}l*U1G+*Kttv=cdiL<1sYh5^yRBn
zzmlWPJm;`1P_>*JGaLy}RSdChi#-a*O<~=-?NG$bTKbS44xSo#+5+ksl#W((>1$vM
zna4KzCVV7t;&(@hg^j2>KsxeCiZe%5dVH4l=yCu<iHK&F6X(+<%W)EQCF%DaDmFb6
z3A^Sedm^t0=uOX$E$#Pj^{!)Vwa^pU-1Qx=?1*tVbUs&E;LVjAs3zMQW?juMiDs@g
zFgV2b!NLKBh+*Q_YkNAOpKX#AjBhVE9I7lAS8VqxJU(~c!kMYUK9nvn136*O>g<d~
zK!|))>P?Nr4PT(=^C<%=;vjHcB>{)dkKU|k_p{*1ieil#qT9|V9Ni)w55*1)c@m=M
zNQ9?lpA?<TPSRDkUI0Xz&)nOYXfv@!D^s4OCZn{J)7;S{zT;<V`@;1e;-ep7B(iFQ
zs0~K$js`3DPOXP)OXb+irjPgh2xzRd?wX1RigLx!hJSp7uP~kLQO|aLT<e>sbkfW_
zCMSAS^TkHzjy`=vKJ^OiR@S_ev{Yw&x7ED{=ls((2xaBo^`JYi`2B4<0scWrFRy=H
zrQnJ9p;LRL(qJ447pH1#3_Fuu4^m)z^+F$+2xewBj#rfb6;t<dkcQMc2MuZRc>NFU
z`0pPgQ=<fTSkg*^PE{vZN3tYtT?-1ABa>eS=g{rhvm#8M*>-G^@WtJcqBdM#?@mB@
zM$YTH9UKxqxB8k_E%2@lR%s=^X1Hi&tE}Zbg7R^n?F}@5Y`T8&bSD0ASLZ{C-^P5X
zlxE+#j{V}PwSS*>b)qZ{U6ml-9?uV)bgWY<eCcm=ovn4Z%@)e~IZmm>d~&eJl|Jcb
zE|8wpEouqP@00$-l25vCI@<h6AYG-q<&x`tqh~c_Z}_g4UXY5MlBU&IH*rG!+^+|j
z2+S9b&F7!uvRXKwmRt<*91M_3OrptZYTisF&~a}PVtcsp6AJPGnb3*jEHa(I@pQht
zN%G^z1&T$!9#cfet0S&^mn}MSzEYQ~+W9)F1NXyzD1l3vbJgo4uBr<2nbNb_T3(aA
z*{bW_6gr;Wp9@bcJh2`tm+eefs1o@*cZchPujJ9?7JHNlXzAv&(V^Tnd!ck(H4_Oo
zx>x5wSiV~BWvNL2%#F_lEznJNy`JR2hkb$iP+t4ioUJ2THe9v5!u4<OOVO}9<}k!N
zSrQ4%9#oOjY;@h3NCJ)J>h1vfA{d8d^HLXiZ?2}WGRf?>6=9!mW^$HP*7$qk+4TmN
zSJ`Ni2)vjtnSGgAG2RS>#KIlKDv9Jp!ETS+7aeM&$0OlUfHGcNk-W4eF))br-AFH1
zmcIV}ZH6;7x0FOv+mzvH*f%FzV+#SjUX=>qD-4qv^6=-4(>+Ae0iXDv%lH>jCSwdd
zJG#eO;~7REsubBv4vyz6EeT?DDZ>_lff+v{ll<4rVmE5G49hUbo)ZVZSYI7{gPo-_
zli%Im{X6Rw$$I_rxfwQWTN2G;=q8_T{3qH)QLl#>%b&quFj(CwR5EuH@b$(i9BX!F
zl3d4*#gZ{<RiZjT?M5#`qEAKeK5yal@H$ZQ<#ZW3Djb^Ob1Oz~;^l5QsSm_sjl4_b
z#CpgI<yf<&LHl7rIt>)E{Me{jeFDQ|etRk3B&(h=j1G2)Gr42Fm#BGbHO%mMt^dcT
zrYi)qwgeGUkSW(Ak64i1xcn&lCf7%avtV`A^HffxM|s;2jp2J@O8=CSxD4yfh(H>u
zt>3`we!u6DU_J|+&pYPhzl1Og<I=cGLnx1jHYgP>MIBEHuLxZ0t8K=8^@tVcnxH^M
zHNXK?F<bz5+lyRm8S*;){#B(`{=wn8yL-OwsI|%!x=)a3S62C~6VG`{YrndDKb%J0
zPMZ5<;<{&Jqm%DylXgux)yWlTO!%jAi=;K&S5~YyigLiEpFeJS!e$=SSN-0vqdgeQ
zm1-SVE?zk8N<Tmy9we8FO#e(4Sv0d*O#GNM@GmcP4+fL!(rkCq#Q1pjHq(*)J9QDU
zqwh`{CzXrlzI19OH$jVI*gmnvNzPkA%ltuBV_hEEQg4c=M^goN;zsXl@A-~)hq5GS
z>kJjAI|Pw=Ag&cA<HE!^T<efoi`)b%!TYv95xPpjZ1!x|dK9t=gcYmRpLbh6D>67U
zRR>RE?k+9M4CwB6PZWWiJgIzpM4nZoQIjf_fW>xmJ_k3U6JHUkaz)Q-dDo+;j~f{9
z5-7gIU86z}pxE}s^59`l9orc+z;5~D*Ls`8G7ESc>Lx-wjRT;zbQD_&w4W^JiyIw}
zw~+leC!09)<wg3@$F3dLr$Zq|%f=*X70VVMw>*AUS0_xeKK4~#By4SU+76%iy<QI`
z_0O@+t^}R-Ul;ZSu&{KiTc(7ItC9!fGVZsbxtr2~E50t=M3ux|wOWVhYAGs?7icv_
zL4cJnX3Y4XrDBAB9oB`ZWhaT%h?myzpDTd7Bav$x_mxK=C;cJt;RB)(>qHU{Mf%s%
zW~rF<4AiqVl60n!qg2#04}p(KfoG*8Yb2p1Pj3t5Wc?Hoe&D{P-){@Q_AQCZ#D(O@
zXU|Zdge3Ew7FRXiIaz0in3HMQXB|}VajoeB7m&63?b%FOagUN^DRrHGufSE*pGd~2
z-(#H;85Na~#bDQmdORx>sLXfYVnfV%*gU|OblQB4H2d=9@%8DJ)A6Ntb`s|tGdOrZ
zp~?mN%P$bJc|(vy*d)b=y*FC70~FFgeJnk_eH;(~HlMA0!+iMTMK-=`-{vo*@}P(G
z`i)@1rQs?cbJ1+R7Qi}+d9@UTLCTt6#TR+uf9i~n`_JCrB<fFtB58#|ii#|OScRJ9
zMrUKWDf6d(h_yDx5}e8IOA&gEEM`VWKp)U!sT^hTJ`D)^(s%t$rr1gfyYY8hF{6C9
z$E!!J4_}|CB>7lEeIr=!*ZO*}s8x7tf12|VJDE=j%XxL!p3Q7Z7{udbQ-8V~0kmf0
znbx!8`E31KKaX?oT~4Pr^s%+<2FqmbYk_EwRA4%ooHwbNA_&^JHwr4{-;?mZ4Xo30
z_!X<&dX0^>8WnAk$l`oeHYnwMaO)!xQ|P+w-wm`drL+nUVf5z9=5H_BhRckyfj6!|
zD+n=KFVI)kI13FhuiK8kGH`8=+{i{B7F+S<zFl1<NVHN&Spch7QgZ`&CkD)Um)lvq
zGu*IJwYYz!p7cbqJHNPprmDDB=Aei~<kcsvoSZ2!5V{QR(NucV8~2f+5InUiGgTG2
zkqe+jay`{*+8jzfyFSB2=DVpZwct07^+f4~)Jt4{oMBF+uokQS(9JAKof()g?Pl;K
zvwt*0r6vDzO6AGo#z(#JC$C)~`U1-_>%!Bh{L!S2SDQBoic}@I*D(slu_|RkwBDD}
zffX1OEl-7MM-;+vOM+Ai4PErOjy2X!g!J9(x3++91iZlg@|PHm8b$_g%~_@4qNAmD
zC_di($?B?rB6H>Er93e{_wSH>Xy<sVZx1#K60!JuIm0Ap=tLoxyM3!;_T6tIePwk2
zv1Pi6SGY5SzpISAAiT-v?ZHj%EzH54__u3B@F(Q?58wcdUeEV%H)K8=b6M@XywYI0
z25yoD`Y=)Hghp=&?fub3WI7=#9!J4t7YP(yRt+ItZyP?ve7?2}sM5(p3DmUW>g%V%
zS_9fYT;l0Uv%3ua(2UlXx&3W@Me`UcpA0pq`w=ABKYeKVc2C2LCoOUd3dquac{#Cs
zVxV!OPzP&jc^GC%lB8J=a?sKZHWld)HEV(t)M`Jv`8>J;6=l8&@Mq*&hExP^It9|h
zwkP^N98_)(^jvR!hY#yqA8RO{I;yC}f#fomv+d)wmK!E%f=ue~qVL(vXG$DTLVURv
z%S6bDXKJidZeBiCzRHrZ4!u)f*{Id(Ya5@M&r|{>LM0WIDI^DopIh#e#l=QHrcZ&E
zvO>WPx*KT>V%BasoG2Wp<1<?<*$67L<hw1H#l=UQbS?9N%;ZjZPLcyPUA=}iSX<ZL
z1HU?(@>b+xA5TJptw0mZYa`01-)(c}heh*prrh|W-o@^8ZVr7@X`aFKv2BC1ePQu!
zu~Gp!ajrH|8Ya~wor;P{{5tX=Ph;aYxUPI>D)p>#ug<Vf&2Hjt`VLj4%@!vy4*hTb
ztEghgP~~N(2(DgfXiBmXLl6w_b#Td5r#J_%URkIyJ1;2u(ue`*34?w4IA%6v1@>1v
z_GQTq%b34Y@xWjxXKr0qo3uG&;-S|65Pr?)4bgOV4FQKP-0j(~qYrnXJ{!GX-{_QK
zzoRF10!l}!e3M8;ENW^n&~>%aM-G?|azhzVgE^KCeVMS`4py~6r>E|`3uPj=E@!v7
zDTOLE3(WmTE52Qp3HM>oV7`$B88hD*@;#JIKL{-qRj>N1coReqC)JYUj*sRXsa_(U
z6xT09D-es5Y}D%P3VV917Qb#FT2X6U^iOcz9}}ZWCDLo)I9kq>ue63@$@3(e*w(Br
zM*tzO4!C7?iv;4yQoXI2rg`W~R4@>58eK7KC?4DHFG2tmV_AKtLG0wdZ5ZKp*9@$8
zzMFdkAQ@MPN<d&tznH&=Lj_xpBLmHEO{F-nz8f^545>Bt`qu_F_~w4W$@y-ZC4rJE
zKZZu@Vr-N^(`AbXD5`g6DsE+p;|P^6=1x*nq7~&v=x8p@z5!*t<=qM_5ZIUuXd8Z~
zH8q~>d)fjay{-yCImUt2I-->CPi6tnJ=-~t=#^Gdx;PVPNFaY-i@m+3``lar&i~HG
z>58%_6np#av39P@NJ|fdZQtCAT9!u+@i(UPLYl+JH^ozILFd}aMkzkmPN@s+vy1io
z(waFj!9N*&kW{V5Cvu@OJrlhoE*S}jWfHc7#_rb%SekXH>=%n`pVZtAm(sWnoW33`
zP%0JZ_qL?S#IrAr&D5XV&)xtD?&0uv8fEp29_kV;8Qy%bdXe^YL!H%fT$Q4d()}47
zpT!U()ZLVVX8y}<uuNo(WsDEd2d-8`NK;W#eqw!6@(PIP$U$5sdYj+fEE`$eXHMyQ
z*(_$2Rp%=tpi3eIR>MBJbvDM?1#$qemz|P$v)s$Xdu!7@Q=xvopKmf-x%R`OLHg=0
ztdqb#wzP+;cp$H!V1GQncT?6&!>+*n9-mI~YHth~y8-&=bSus6>+EQdxymoL&_(cV
zSAQWXfItuk$`~TCfD}3eAxV#f_+}buJLaWTx2yfGBF#kdjYmdsp9{@(AhQUncJ!&j
zE-Qw$wfu5+(mqbahnJgHX8}jCXT)T1%IfdthZd|8UQV;WSZgR1Tbn-vpyeY*3_j+h
zd$N2-kJ#$6w=F0tB1&i{tlIHIx1H9?M-R|fOW+c%F-_O=9AO~jf^Z&6XcQeC1m)7#
zb__ta7mWx(5M+4Kx1P3h!Db1QyMZB5UUtiyCtA%adGq`8@mnIQs1dkPinj=$NTM?m
zH>+UQOx05Z0sfIU2QOt7zJ*GVK<bd{L|3+BTHodOUy3x<FW+<-*4Nef=!Vc6x*EMN
zR823y1a1Q1MJx#bu^#GFJJGz-d;XU%cxbb{W4`pEvRb43Apkf65HfxHeIODW>g#1x
z$#_!pnce-buwQ$d5yYo`Qxe%0KJN$#6nFVBxhx1jW#+zW&}!2k^ED?U3?um!fHO-`
znz89KcOmj+G}cKOhR|bJ5}<@_`Y#k>JhpVAUK{{Ki@-qE5>?;@226x-<PrKk9I;tP
zNT7erOrZF0!~#AZ$?M8Nba=UNKGs<R78^WUl@s`%Qo3gSo+_o2jK_yjs$m=p75<Q|
z+!6pb#f`-;x0NNpidGAkj(Vm|JM%#__yZS>dGh59>+uxY*E~bx*|IMMNBG+3AOC^f
z6GlG)PUUHd<m<nfzV`=WjFWqA<-(WI`Oz}pI?G3QUrGfGJniv|7Y?MNqcT(mcd5iW
zb@@SKdZPM8Xcw~r5E*10%rb4fm2g&C>4Fs*P8|#VV_k$z`kDP0zbj0+Asir{No}l7
zqRu>gG0dtbiqHeU@+Ov~@5!Gp{$m)LhXStu-Ub`7g4nyWsHywPA(pQkaa6yu?Q4=I
zgR*$Ntrx7X#1T0QL&jn#8Nc^6BzMoH$)wHmSy<sgn`2PeR?ZAakSqzi0>^AfC@jf7
zhkO!&fx`bee)NTh_7P?s!5ZejO(6D=vzM9RXW)a8#_tMwOL}w=SW|^>Zbw-qkIstA
zrf7O#LP$yEJt%j@nB4YLYJM5Zli}hF^B<;?n7<4Dum&Qd9F*HTBhCLni!~S%YR+|{
zhO26&c@~zTHc70I{(6=6ti;`cgs33_SRJP3iS>gcX#T+I|K|bFi^M*Aii2Qlr^TCr
zB=?a}zUAd8%V0MvIIJd%(Arqi?l3Ag<^aj=i{eP=Z>h<0RY=+M*&7W~)3e69(nw#n
zZ>GPX+CANCqbi0NhoVZ-aE}hB`S9Aq2za33$#}edA~N4Eq&uInpFL1sk5ozh=MZ}M
zRU^Vzps>u5FwVOuG~TG3!LSh~gN!zljMj)*{5#}AgF(OR5anU=^?o?DqzsG;ahJFN
zpRmt*-7jtW4a6{dCP&`nI%Ntg*b8TxC1+1oUL^%P=IQS>dyu_&IBWzuhfsR>&moWf
z`{O>A+S}g!+aUk=fhU9>J_EkxcZ8V93lQ4}jG$|n$yG+#l9HO?75!FT*^Nuei<(4V
zLlaE`&3KDEqo_<?X=L-L?<ykK94F5>$Z>_9Zo}EpR97>{N-AXDu1m<-C5IL{iqu7T
zUCf*Jc<Tp=JlOvdEUNZvgmz0k;5L4gJevMeJ2PsL9^S4F@F<MT6qP7pK^a2AjNF)6
z{xP#<==G|GesktaIbT8+SY8FVnHTqS8QbFou&-zN^7Oi9l6NL`rg56698Y~Z+R7+X
zOBjpSyJTp~)nZ{Fr|;w5Vj0F|IeTt7hx~yre!Y8$JlJ|EUH>$ILwxOjc>r@h<Y$M;
zujnaaUBkYDT&U$-4i+q0J(#K+XAKtPwF<twHgf<(!G9pCKPE(>C1~yxkI5DfeTJR_
zb96@(*FP)2^CX1$fVNC!g*;Yij%shzOg$$g`1?E4K|<nxIbOU0CJ^`dnVtd1@izec
zxd${H!?<-x2Y7*~?;ccI)U(6)X;aeXWp(J_cQmo}{oLsR#pA|Krc(k^B;&-Iw?%W2
z$bM7_O1$ZEjYb6AmtXWxmVT`ZMl9>5_z7N(c;ii8^2V4@&pIx3O3^w-bkZ1OvNy7|
zDemH7>re%0OFbp2e=JTP4rHnwxB+6MKPK}jcpc`!i2sc-311m02ro;+#`hg;chu!C
zvASw=)z#8Xdti!AyF7~<4Y#orN3Al|8TlDI<<u(bpIma<^ilNED*f4*sk|eb#_DnZ
zl&7>pn0f8t=LjQvV?y|%+<0f$Zxf$_FK<EmIqTClG$<~P@Fqtt!agKO5rqWU8es|M
zM|1zef7%!yT$eDq`=2-Wxg`48-y9;vMa-PI{iC|uTtKSCBbrIEcnnMYV|@Qvz+AEd
zZ!4Qakt|z{i!HP2g{Zt)W1wVxvU?gsa0()m92yQQwlll+3nRkD(qEh3ZD)zkmX?|=
zULngk;^ZSV>H-mympGIOI1Utwc)JHf?#BgrbHMz~Ef2QUf;d9I_KhCNyEgKt+AAVE
zdW!DeP3nm`RcrlMv$gyh)#XnE5;M+i)A@92pGCze9*Pi&baKA8b2?V(Wvw7j)ktfg
zyiL>%q0D2hKW^5qb+^(TS@-*nbL?|<WVWvS4($Z67sw00Nh2om0=__CE8h~o{aH9s
z-|8Px6}ujYJ1$7x7B*6<pM=B%NoFTR`AH=|Yznh|=y@J?q*x~?pp&yM$TsEu;{91p
z2!Du~^z-JI_2PB5#tvd%r=56zp(%w`1{r^O;;4d<E2)4M!X;<-$5|iz*QlduABfm6
zJbyyif2{g%Izd5QhlzPcB*8?rEXqdf^ETZo;}t#utFO~muFm}`$a76ly^C`_54Mt~
z|GIX(Cv`s7#XwpV)b4iZ;*?{h&xO;?c43SwHtnc6*^AH-SJ_P_sPrQS#c)OGdlVDF
zW9@*=G-2c0L5BFJnt8+~TM)DUon5lxM7-s$bavJ)6=C1;VZUl0<IxKINMVmxVBXUH
z>Zejw+Rw6{mQb;SEK>`)Gq{jQC9yzWkHGZrHEhYqEWyZIamf8XxTuMf2H?oSU<B#F
zVszm^qmTHeOzSsVHYDXl+UO%^U)rQCA~k_?fFVi+)`Ni=%6MT3nhN@dKkKk6^%Q>a
z_!E6z0Ql#2e}+;IbnqR;viMq?VZfHCd4gpDsX`dT-o(|<u95hZ8d1+}*Gyis%+;);
z5C*(litD#%q^Ze$p}NtBVLY=UPY!aPw}y}&Uxy1=Oo&#Di<ful&r&lKZ$FQ~(+%E~
zF$=+k=LM52#gde-Rn}jfdxr9AYSfzOGKNv^FS?#~ecVWNH7md;NPOTc9o7raDw0zO
z?pM?68r8!hU=bw%dV8Q}Bp4Hu3wpZG`GvpuzHYN^AZeC$Xc87tnKS=gPNC-``po?a
zoK$_+LB27dE?cMf%X0)4Q5=8{e$Cs17jorsRWohIg^NuAn2+o3xJBJ^uozrwGhLh6
zJJE2m;Hh=LT>udO`Pn@ud6bCmxA|q#_<ZG!w%UXb)goF5Waw8DK?<k+Lcl~}Ala==
z%diLmT4*O0E%oh&t7U;k%~D7cxBG<_U5uhq;fyFqxAWcCSsLsbjb2?DN!OjdD<7Y$
z7)|bd?-gXz#l|zBi^6w5_5v7+>ruQx?2Da+Vl6h=HCM%`TmX>0{PT<~KjSe!!2E?k
zQ&5IeESnr!a$5n$YO+Ld=ZGBXc9uuEZKXuDEXMu(ic*yd5A~dGUwh&iRa1!z6kW!R
zA5^vIG<*-X(J9sht5wl*E+6t<EV#A<v=_SnYQwz)%L!%0gJK2vNTy)n`?0;j<F&;M
zIVAv63Vk=xw12$pHZLK5orTy{D2nXe-oE`!@^~#qOFdd~u6Pz`L8g>rG+oe8X;f<`
zN~sN_Sfcd-MMhB`W5@#$-I+J$`G{et=jBI`_!3wxPm!!DCvjDfrddu{>i6d7nM@Qf
zii6s3YwI+6x5w8&V-3zCSBitlNh9VKbJg>z`sk>(2MfPkqtuo`l^3V}r7kElHHr1K
z>HT#(EkTj@PD8b!I3wlXX-c@ABG77}sOkNQZ=b*2z=<-*0C0CB#?le`beRImLv4p0
zR7D)k{%`^7m`YV_f5$7aH<DzU3pp0#vvLPGA@Z*7gPj08YcYqSANB_(B`+GJRtH<C
z+Vw{Jz`q+>xRPqHUl{<;pvtPM*4%9G6tiXD8;#d?sb-q<C<YZbEtEEiBd%S-KD2z_
zB;$_f$o2KtvW$c9TD{r<t`9($2NElG$0rS93TcaTrp7DH13x}<mSR8K)D=dKF2rLg
zXflp};HcKdRSgq)^XzKOXG3|<@lntAW(&cy(F2t5&V_P_54aKn9g#xtMCtlYzgD42
zlkLs`hjrt%i|kueuwy%gEA(A+Kq2M4C`cl@DCs6a<X?bi_*M!n2Ouoyo=lp~iz2D#
z+WbKacwgTMo#egy#f|;hwiI~^cY$e)ooVC3%_X`#HjSov{CWjnQuD-ex;V`vNqwme
z0M{3Hx8pPJBB3}oOIN!3B{MM(kb2XhXGyE?869;O70vtuV{4d_aJ~Rdp#fL!=aRcA
zD#U74O;qqDe13B}cQUGVeb5(k$5m$MxG`Yv?!FQl!n^&sCe75{E?)c1AkV!&l+yT5
zSE3UyobJB8Gn?v#TnoUj1Dv|2zu+$j(*SB5{B@j<vhs*xHXtAg#C%ka8p?Cs3%JGJ
zRH`j-Yow&NMK#y(p?5nQc%0>$O^wS-ev1YbJv}|xbebf}09d;Zcn;9W_ZI(owwEi8
zqkA6YybYx#nTjlq>@aF)<kljcZi`W|>$|d4da6<ABK-2p6ti=mB;@J9ElE2gZ%}n9
zon9AKkpj1LI@dwdl7<n%s%rdKoCW^84>-oJ@ZkOBMGv++5i`ubg1P9_9rbADeY7xU
zb9W1@8ziaI7d;rVsS<kVg6$=LcSK30CnO|ugR7zotTh%)^F~`sXj14Xp(|1{%4V~G
z%RyU_r2+8d$9X=8xZ*Mp06?*DZ@f$VH&=|c<}RV+Qlk#L!&>jGz6_pX_eK{(r!(LI
z%nFbVU9a?Z5CD%u@YIXJRkrJW`Z9bcvbMI%kXGoN^I#MZpDMV9RM%EH6{9DVGan&;
z6ivxiqtnm?x7QR~7l(qASeWa@l(Uy3y-eF~Q8CzDRx0icFWow0(O(lV=fvnw%k!y3
zYKDuxFK${o>dA{Q(S7Z{?XQ)@UYTJyC=G}?p1t0>TIrQ`1JLe5HB8z&oqj=EPf^3D
zZi_s2yV3-j=Roel$pT1KKF)*Z#7=u>)5(;tai#(x;u35b_pTfBKA4zwGgX$ht!En@
zE8M&Lwx2fuz(y2Q+`wQsm`u5-xcwMzS|rkCP$rT{3JUUa3-U?|oCppGZ1voUDHqF0
z!bH(ziNof~jXT%-xo{Rbl6g4Mh6j?MBlm7KtER*_tmUy{Vx}DXQ>~DkygY;cc&WyG
zb~~%qTcAmT8Tl7xD)&Neq}&)#+nCK36#$BwJ+AY_ujl63DYojZx=Xc|m1wecc8d+G
zRTVnqdsSYt#hFrptmbNC(WlCpw2y97O}ytAea<HzKEODfCiKy1OibMheK<(97stqM
zYs41B{JGg)Jnq!=U}xfMex(|qFsd`1<R#u7YK%Idw0&VhSl&+V@TzpmFOfj;$+T?x
zzKA-19EO661Ex}QsqU_B#EM|nP3(>Cn|PVX@11H;S(cUCj0*Ek;Ad`6f6-r&Q@^q0
zJJum;@ANo-`U+tIY4qo`pIPtG3xkwEbyD@fAH#T6x>>SyB_w_X0>A<Db{1_&x<Qk!
zK+INc%`>EnTvwvRPS<<{d(-l{^~(z>*V6$}J5r<X`1b2uJOHyqA2v*h*_){dO_JRT
z80Ee4gaF_s{A=z{ibB82Wg6$SGGlI7xhIi<Soz6%{cSqH9VtacExPQK`9F6bU5TS0
z7)%1{BKrFtsz$B4!|*_v?UBrR;L<E=_NIICaFq1BM=IRwE)<Dt4?P)Np>Bp^)+5zK
z0G51vKFj0Yc;cfMUaUV~OLJd;k3?Mi`vx6YK||Rw2|~;6E@>WB`}_<)bsx5XaDim3
zF+wl!0zuKPAw+nU>RY2^RVKJNT{WWNJ4g>FM6g|p>ixKcL>xSNYA{YilgJyCTJZMD
zhv%3lj-)4Sh+dANLylrSF;6iMP&s?Ls^BVuFP%cax6+CcGn#GeG}U5nDO9t+wW;d4
zDk(b)){9HuRW`YIJGdRRXgqsM{E(4jG#T9h{aAOTqFU|J6?WEOVnq<72-^Pkp*EV|
zeux0$t0DjiPz$J|u0mz-xi5bJv`q}aBQaQS0c?<Z^mwsWRVTr%kmka@#qa!{9y(}u
zgFoo_hga>*YUu$Idxl}BwE0BgETi>AX?F4*AiQGu((Dn+?P5-C;8bvYqS6=H2@tMu
zEhyhS=&k8dSP|e_By+e>(1zg&XlqZ3urK!44v5OlR4-4&(8&`yH7Y*=d%eabprcdP
z`^b4)jyfsLS(uaajYjLHJ-%t~Y&rh6hHRU0-MiJ@c0O)vT7*t<U`FfD5}tpS5FN!s
z!0s3vW((K%RlV1jsI*+XT~|NJmbx!>S*di58V8_%0=H8lY%qJJM2y`TOSoiKmfPi3
z-2tr%fQOsU+EtlO9{&_{PT~F9CMz;w`XpX5>kitp8=6g{d2+U%mlwYPZ%aeF&${kS
zA{>gd*&se|*6;>_0mT>Pm3N$%$Ip-SC<dPI5d6C)Nw-$EKUJ4H7Ni{rujr>3Wh9ic
zG86}5F}Eg{N*-3%ER`nhlD)Npocg_8TE7S=HVqm-w2;|;rYxv{^*V8(f%V%>x0{)+
ze%6lJj}s}yB;DFqvok45Iw^j{ND+Y%GxM0)?IIHwFy}H%H9HU8${j!NV<Jz5AS7`8
z1OAc(QB8|5pujP2<hBNX@fsg$FZLxOPh$zbr2k??5{$|-yx+XbeS4Vx*~X4V-AS4N
zPgk*gI@~KZN7<~gQdL$c|HlM+8|)iMJlRShK-`FFcv+M)?fzC$pW|V)=+amXp_J2>
z7GUY=8V)YmYPN%zSTcuu#-|^^{pq!7PnJC;`Nxp{gG!=#nJ_~i00BTi{m|U<JN$C?
z=4c-0-xR=$L|k>!9bkH&i2@HxCu{vIqN97-qBr+Fvrn1~%f}*H%a<)gLD(o%<8`Gq
zH5N?gtcZbx{ajY?2CYpBC0Ji^Ol>osyxW0E<}hB1hh4`vCs8Yw#q5ij@}ZP7{h6)U
z>o>VF1a&CjTPxMeS+79NB?6>fC^!$0S?cZC!$Gb-1p&<t$|Jh<xAXo_Bj^Svpq%V1
ziTA$UFTgHIj-WSKQ`Vqlk}y%ganLp6#rQtTR&kfkSBVs+XetRL<KUeBt1V%d90~Ni
zytE4Pan@xpcXaSgm8z!}BF9z@RcbD>mMS=~R<fSAsCe$T$g4$f=@v<b(<)b=77b@A
zg!l6<F#iFtyiX_J0vr5}`{&I3mv~xs|LRt{6+xRFN&y>mn89s&mUuoo0(?5S^-+;)
zU(`zdd(Br9e<J&FcqK3yXA-2rHc;Un)TE-IGn52LORc~aibNt)6?e4AglORLz8iB<
zc=4PzXao~QU!e!vaM{#Hk{V{pY5x8C*?0uC1D2D0Az~|rHV;}h|LzbY`8VoC?FPYz
zbL04nKK^Ej{}*EMpL6?bkV2pwMIjU0C<~ln5+Ckpv(cKiRYmIMX?B`y$+2U6boI(e
zQ>*E4C8M5b<{6nr{?h>7QYb5~70JPAi6)yis3X;vSwVMMa=fACM0{<nHQqKNmdzNO
zeTLbSUICGxB#-=6o-8q=p3awss<ij-1>|2pm>@7$@CO)u04)D;rQUiWKOO%b;SoBj
ziIB#=T3C~{P4MRE=VL6%CElLsYT2qR0P};SQzsk<7cz&`gc=Ch?ZEl0nCf;BCfIw*
zH{`LBLpAb0D_{&Ic4VC%kJoL(9j?qyWZsVxAG~_`k%WsT(_|isFTa#Sd?E8@9RaCS
z!vVorrg%?;1gEQ=_!ZdeQO#?V_lRM(NW39#F+l#i?>}fjj<7X<1P+4KzIlftT<&}5
z!cX+%Nn(6Z+murUY(}Fnjub~y&fFVb25nDqsq}u^T>+d3+<EbJe|lF0NzcQ&W1syG
zMqjNzF)m^$Lpx=K)e5$hm%%33kj4&VRa6FJeVbH_kZFp&?jKF}-<!&qvE@q1SRVA?
zZO!krUpGI1ioj6DA2jCw#JI8hP}jeGh7)KQ5ex7s?^c_i!sdv1zstG{^;T?)ZtKJ8
zY--cbq<oUC>t7xf{*y8KlZ>%`niY)>dEF4eq^diVc9o_d2-e33n}3b!Q@TKD?=+WC
zZy(yqv=&N#!JgEmFh!fk?2E%xKrA-+CTrn!f0S^!ES&AFxZqc{haxH%7C-nQg!nIY
z8~uxg_zO0|l}LV=xA1%~t!HTXRGw`Ow{2KTR(sz4q)%LlpLSYyG=IP8YkE8;<gFa<
zilp`jvTZ4}35$#p!BOdX3D@AQL`PQ9Y*ylu2=JcuhTv0zA~Qzw1k&1`Hbx4z?xpg$
zeHFG+63)+-wqhLLG}4NR%js{LyD1l#mTHXKn34%7V0CgjXmfD#VX08iCt2#^s7_sZ
z`(VA^rcL?JT(%~+WyLOxGEk4aA=trus}J~)w;w&oo7T;S&75B3LDBe^#CaN6@$L}|
z`-`(Lk-oC_?oU4D-;}C+uMeih2%@!eD<zgQ`LGI!UV77YK{{LZlvU<?{-J_yhW9rJ
z3(<IB^ru?}pC|z%6E5#8Ulg%;IOQ}(JY#ARV*{}0R{61Hd(`fnE{BsLJEAJY^}||e
z+5*OgKE3^*ByNdy8g3ukMa`yvH?{*Q3Vh=i&YT(n_atXakkV0!yGx?33(X%#e*pXc
zfy2XE|DPZtam%|O?+`LAI=|eJRM_!)XK`+DVt1>>=^D<h!g<LR83TyWp74w4+@W49
zQ*9^ZEhUo|N0g&sS)gnk-+_|RV9^ng4rQi^p{5Mx4x2<|R^|2ZOm^A<N>;vfm(?K5
zWlbq*1OEi-em6!+CXaH~wNj8Q|GJdzzFn$AWL+d4_MYr_E2HV)x%bd<a%4;9#5(3k
znXOmixySnfR6Mvp&kV>X8U76sf1|&<1}qH5>Tf3dFJ_4kH5GRak&2`O*-f&d?WXCM
zOP9tbx5@&Ti>gvDk)Lckj{f7FWO@7f&SZXnU4AUlB!@Re27`+n*x9Ko#mMXgylOw5
zqAi)Bi?HQq2d^fuwkpg^a=iq;N-JC@4?+p2#qP|M{VbwIw%*T_KZU03U+}E6eJ!0Q
zLXbhkNPQ+>rPy6E#-#e2Td2Oiz4vlCkj7we5c~dQQ^0Hg0n?!gmWR9k3<XRKgu{ob
z9nu$ou`Jl=O>vr$8h^^FYc6V8X7;<4RgBb$S@nf4X-J?keQNHQ(F+PZd2@=>fV7v&
z!9BrI3l1TaMTznCPE9r9>D#X7KDMn^M9wF=e(QJ*c5Ii4CC6<O0k*dqhynRi!-{PF
zj%A(%{WTl%v>5AOg!|fipQ;7td{_~V#0M>aA58|>&7Tdw5CToj{bdmU_-<OyYq+Oy
ze*ox+bjVQXlXS#s+!N$Tv>}YO5>hpHZbeGj2~S*fi9+<O4i0%1hUVxlN~_F;Tg)qI
zyHt<W^NeW*+dd7o+;Iq;&Qcgsa1J6Y3*Q%uN}udcula{QSW}z60Euj;h0r$TYqSjL
zvDGP5VeNH@%Z$<Yq0Z>l{zMx$26anC&ubWgNdKm<KbvI;?&wNDW%y?z(GK}Jjc(7z
zk((6!O2=28FQIVDmts8*Q|Ijla~&l^F<JM|wobDqENt@tw}AT6J{y{KVe2Kq9#n|n
z8xq`HLzga<(qSYvC^zoT+Q=K781tTJSVpPP-Di9PZ|wIt@6IBs*r|L?H1J5koh_c{
zjP}}WT}#l;Bs2Oium0344;;_`5~`mapc<sGhwTZ>w7nF)`i`8NI#DOFZZ>u*KR_wb
z#N0~}9O0-~VXQO%VXa(-34_DRwi=~ad^~!^FQh(Mrxe%BKf%Jp`pQHWfr6)sNDW~*
zaqJ~5IP)H9%NqOkEvZdc3(lwX>t5f2G4kmlRtcL<H6T=c!83Ky;7PVkw`X~0udD^I
zn;|58mJbR?eg_5ykyzK3%bkZf-u3oR6#325^3P}odjMn@GbHb8uk8K<%HcRtN)w1e
zgXBimrwUkY+pf_F@vm9Z+L=*NJ;}XTNE;pTX<|Mh3eX_JcKclX_711XER%|UNsEon
zGFg1G8o$K(?>v*Wla!J+w)j6kDuhv3)41h1%Y3Km7mYJvhUAMm(<rE#Pla=*htv4W
z3e@5EUlb{XnfXDI)t7^M*m<ndQ|F0l>)ZA_E;YJb|9r<o`3mz;WBi*>f(r$t354~(
zeXigAW@MlfRO<HJicc-!Bx%=ZSkMWUs-MML#Okd(i1co_)(ucy>l<ed2zkNcomyr(
z(qo7*^R}?38!hiS1&6HatTBBBd0y!0Fz@<O#kA|1$7o_^06de%)iQB<>50=(n7(q_
zNQ<{X&o5?np^~I0<+(qhRyzLA47V*{Uykw`i*K;Yy+p43^qESJ_Z5*rq<x04fcpsX
z!)Vx{C-$~AKwCcshQDU?AF}*!<;l_V4kgRuySm<%Po%HBr#>Ypd=5E?bUn&SYW5|e
zxPcQlk<{7;z0B)ZDZF}_a?d{~RMZFIHlz(8OQx1fZoNdP9#XJr9V25uBf1>36a4Y1
zs+3Ydd_$zVkfHe412;H_^}u31*~G$13EE}aFT2TMizbpJr(A(GEJIYdid{-z+Ps?{
z8MNKEgmaKuG#N4Udh}tqu31b)E9VE>V*JH$XP|_#xg?of`)yq)KF4NaS!nS1ic-CP
zZx#AreMMu|@ySYxi%pD1qxMSW<YFw7{eFN{g8lBS@_ep*0su%$zf%WvwBgrE<$r#V
zpU0TdNQqJONNa39D4Xx=9(VxN|BDAezu+fN8&Sk<C|Y|EPy@<NbpLyvaVok+P0hyJ
z(YF#Qag2M>3ACG|b@_Qc&S%OspOnNNm7y&X2ub>Pw{2rJCrXtTVCJoC^bp?b?+)CR
zU$nRQ4xDw@dXVgI)~@RAooWh7|D$ED>FTFUc3V$}$9IW<_#)BpZtUv9A?+%v#5U=y
z`I1UBx?RVG0sz;|?hO3>+3yT|9!}2u`iiEW5@>#bR;k|J=%9-V&}th_@*Wn$7Z<8$
zVm+#8svo9<0EAT<<lcC@3{3eP%w&Q)Ul(?!FrQjpXrP968uV-4O>gAu721HNnyUR&
zkwX*}cAa*QF8nt~0%d9s2$Tuj=d^(V20+ia*`?hcqrtsjBH}h&XFs_&Ykz;19FwG&
zwO?!{l|*?<SK~0J8+s$Bl=~Nd_SI&&&bDxmcCX-#Dh2RGCqS8P8v`&InsOsCkZ8Jl
zVGAKALTcLmb%O{3_v2fj7ysq;x_0^apw|+aGpAR|ojnDzJ^+@jE9y*1R8v%Ba`;qC
zMSHKwqex5mFuI}E=#oS|<Pa*H`8@DNgiWa!v5pfrM?N*Ci?3$nn&3GZo)nAe(NVRR
z*iQ}r9Tm(2s;KBFhAo-A{+xoY``(vbXfuTo6f#No@gKQAjX0-m*QRdzv;V>nm)Pj0
zql*?kzUk9Q*nYO>sBT`NBXQjCT94|sBw;9P9<Lhgt27K*ZhnE$og&!n7HniIW%4NN
z<`qr${-4PU)$zW#UdU$T0fC~H#}mI(ZUEE?Y*Jy`i=cyh%{`<WMK=mylaHDoI&JId
zxAr>S)#wtDT7}f}{2*XpQopxXDMmedzEpqd34Hlvr4~48s(wwKnDg>CJ`x5l`(ZOM
zA)?xp+9DC9S)usm5kb`JiQM3&prT@v(%p?EnNr@`NON_vPvS701_ZyffUZ=wB;R}%
z%L@*ld1)*?^es=d#S$<nG~!-vI$P>7UST}y2|3@(Khn%p`=c~%3Dow!nBIynW^=Dt
zPAF8jABZ~{-w5o1Z1zw|Z_RGND48j42@|W8+U%_^a;w$-Ow*Y>m1#-@l+=I}mi4NZ
zNxgznoK7aQG4LDkFSF0%S67Y|K44}4Ng568$N8rldds^2=leU8y{2>#q}s!ql2Vm_
ztD~p>t&WcUpVZN|rf-o3eo{7#Ddt|NyFW`+KrzY+!wjv-Y-t&K@f;(|bYM}urLhZ*
z@wwNIsY9m@+#prH)Oh}<Mu&=TR@##7hU=KV)^DNGFRa<4wndy0j5*0d5laa4<;F5D
zhu7yg+pk*HhEg)G^_l`gwh|X`UVP2l89h{!?ho(L=`Uj@`yTPB32WnuD3jsk)Qgo4
z519?TocIP^)36#7A(Gwd?j25`$~TaVo4g+S1rK&Q5(7s2pjKOxRLT~yz@=a+->wXB
z(e8~6A4$6kwM!GnJIp`;CgyFZdzFm1_;qyTDK1y#s&bQ?-tBdOAAuVbn~!f^c_WC^
zmFWf?{#emmY6B>t7yKD8<8_rb{vekI=*zp~T6dnC-x+|k)+CVUViyT8JRUQnk{}DX
zcO%xvwubWnFQDmiHG1HF-vtbK#+40B0x9}2og?KB^I2STWMnM1B7@ZxVw>{JRwU>K
zbD)Zvn!8=vw>!>^8~}m`kF>3?dOn8Ci~QOB>gnUmKg{MrVQc6Bm&b!*wlX`w3+|ja
zZDa(=7Mu0v`@A?s<D_D)J*e{`@GrF!0?Sk+0a*M49KX#L&%WJt2U2J>7MZ!?3=@4A
zOFmi0L$cHz#7}}4Z49_7h+L`4_pjmDPB&zSLjc<HSlQ>#C>#};WWD2V^&+jBhLV;C
ztGPN_nE7l}6bq=_wKJJ%pmFcC%)->+K`x6$Y%*Cyii(MenX#5WTX|sdqo*jz85qmh
zsMO5c%`a>@B#$0eM|z=Q)IEi+2M~goRv^5rCDC!Jszog1QW`@Fwp<aP7Wv98$uE=`
zu5y$e<++U3#i8~3Ry0pCTBDt~bKmR1OKVGzRSNCcW%c3BeCc%P(8G3Ol23oHP^2Q?
zu1NA)K{=5LyIhndufKH1s{@T0$6}vc^GLff$6BN;n7b0RJtdW0s=yM8^>qBh+bw5@
ze+s5+Y@+>vTOF}1&ZeoUGGFA;ohSun0>D~35-~+2X-}RtTJ!FVRLlcX(Z)-w{^loh
zh=u1LfLU3O^Mu;1yeS}okf#mgQOiCWPqohKp&(?lVsc~ZjQv&9?SRYU0OelzL6XaR
zRG!<EP(Tf=pyUXsgQ=8?*rcp)s)@Ep0a1G*MAOaDz}1w3Zt-qB;0$Cl76uP3l6&-M
z6dkktBR(j{NsufotRsLsTQ;6egFNBe1|_c?_UkbLT1i>+sHp%oM#DuehIS8_p#9ow
zKB%NL{*w}5CvRsPicyAru!FW{FY4wnvhO}SP#d_Fx$V$Y@u<s3=qcvqnONM8V$4=b
zglwvt(r%}Vga2nW^Y8yn%?ympvfUqf0@8S3m|pYCu-2lZ{V#y2*`HUhFdE*5?z^w_
z<lkQbql&lJw$N^U@=2ww;RfC7wd;!oEr+wg{S?57ftd=i_i_nr2M#BNHP~8C7imKJ
zj*dt9#n&Hs6!)!_;_QzyFR0bZIqB%!&J?phRQ1O4tR(kcgxHmSWN^()8a`qW`H=NW
zUMH)qQ$c*C4>h2Mb6<;uY(a8KEJvzUFJOguf-1?r%|n-oG@4!VSfz}#^jo5<c7H7g
z&zpem8bG4jlWSoxfsSsNt8+}Te#7>SLjZfyc12RF<b-ulfzR6ddydsjf^swB<{-h>
zSkE|;vDI)~-Wz(U&eFlT8j0;~Zr;l;!%6lHDyFtz34kNzOJV*BNDA~3Gc$3EnvRZu
zIsW7PQ5jsvy^PU-fJ;=zttO^@_uu`LsGtW@tMKlyjvyF^1ITG7dQrfCl)-?)TCe%a
zTbdqa;>k1ZR+ji3eo@eD)q&edq2p+lyK3WCXk*WI5qJiPJmJ7jMp6YLuNJ|Z`l
z!0m3o4spV@%yzbN9$<>NcZU|TW!~i`mP?cYV)m-VBtG5s(*6Xy-I<1B+Z`-m{D#}$
z^f$1#IINX1dHr8OaS}pNsAq~q!~kboS25W{&<hMrR9BmqsH+F?Z73q-m7iw>kcO10
zk|kH{x-^0eyN&#Xr@FFnLMtvbq)N4nzfgj=r-wFm3CCU+fogCNRF5@<Xtm}=bA^&=
z0*C@=P!)CLx)YE1b3QZ==0qk<HaD&IiZf%-#?TJTR_BTqw2E=|wq5BLvA?M3oPqLh
zdZCISch!fzisQ13!woe4NVvQJ!<cER?D3HL0a!C@7C@?XPU+Y^CI7p7M)88sLo?t7
zI>*waa26RUT*6}qrbU#?_IYhGqUAr4w7-5?gBM}C?f%k;i>|DS(MMC#DTw1DmGz<+
z*No!k>z!$JELzA`XyhCgK`90q94f3H-Lm8x((Rv6A0?^u=HRQilg|>yL1S3k$8~uT
z=J3G+)aec1!I^1DZ+!Mrq}kVtz~E~m9~EJH>+gn*MFA7=45V#NOU<uEaau=Fpu5t|
z!PRdb5DR7;UN@tsq5q8<5eYZOB6|L9{U1R`fmaIY)8srToRQpe6>F_J!4wiw6nteq
zUN{Np(Q=%|wH<kFKB-|SUrP!D6Xw_^{MLS)8kZ$C(Nhz(RlE{;BDi^>fcB}(!#yh2
zB^vx;B4Z({CRyB2)?eu~r$2@IqUJmFSQl?J?%Y_Y3nXBfb#h2jLQ|wMZR4cO<3bZ4
zFFiFL@RYMyR_F=Qq~66#BENGYD$I~-i<z-PQVPk*sjo-r{HTg;!&Nm=40I@?np74=
z)xw0>E$eedT~8jtBnAjV8S;O(Svn}F1_Tcc*S{2r55JI^3l{gwt;~3?u-p+E+3M{X
zpjS9DEkiC+fSQ}HT4o{5Scw%jB7ZHFm6%#dgg(S&pF6Rrn5OswEo_Y&A?tgC>T(Rq
z=x%pn>xfF!|5w*phef$|Z`%R|L|UYKVCe2px?|{;7&@e-Rk}pFK{_RdZlxJYx=}hs
z8tLyL_I~$%zxQ_>{3VCO+|P5zy4SU?bA_B@$CggDH9*klzmN);<W)EHJiwXG*+<~W
zE>e+>OF2_SHiS~t9Sjaps3!?dp+O`HoVE@OSd&o~$nOjAon$}KeP14IV<e@+v`zV0
zwt_@{l%`g)cXK7RWZ3*{-M_7zf%bN6Z(_RzudCnzG3RD44P<}I4iJsV5Y6LZ;p8kO
z$>t;S4Lx8xPeZ+Rx%Soh_W1#(B^ix`M9<)27DIUkpJ-0W_=#5&RoPZ^fzVC*F{^<g
z#PpAY18n8A#X0x~L2RyUEq3x<=#ed*#W@|C?+6Shkqjc*3n;T<X;BRE@_mAN!i9;2
z4*U;JdK{3s_S(#o^(hOOU&S8mU}-wn*2bBh#E2R!uFmA=Ea=VCq{pfGJ+>||eJ{P(
zv9*x3C+6USTBsrJ%5kFDWGq62^|Isj%~jZN=T!9Qref+Y`7QjE{BObKX1S3eGL4v~
z)ewk<p`^#T_@%04QhDS;C>#2^(ivp23BMw5$vZ-2_MQg7*lpf8W%P2u?d-JRlz9#B
z7^w@|nDOV`N^yee*B^Ia4%9KzE*4^(@l#be$b#UaS)$SQ+a!}8#>jiZEZFs_*#M#q
z%~8Cvik11((XOy(n#o48*c%-c;SrdYK@rMqTY&tgbAgTEk$h6s`|8UyueFysZrjr^
zpG<2>zgnZlsousgpO~RDP2?r1_?YxI1qu%)it7vjx(^R9rn~LrMs0W@>N|N?)_%A8
z8pO-P?MX*Kub(b`{qy~KFqJ%+GVv~Z0}*nQiA<H+Vd0r=`kHvJWZ*}06>H2!m%QV)
z_EXBVI!@KG2#D0$h<|q`C8Nw3iwGz+Mx9kAiFPT`|I^N-Y#1Kabfn`34i@WV$#z4G
z^@d8Ocsld57_|)gsB+0I`op(d=MlM46_}OQu|4W~Q}5R>QpP{X59EJR*mTU=X3ww+
zkPOR<=HB?j)*MPs9Qs{KBLfH10Oq!moihbicfS?m4aMfi<e7WfUQ3IF%oOoqbl
zbQX}jaZS9{!Inm5inv<em8D6Lk^d(l?g)Pisib_?Jm#v-!JO`tx-3vTWuF^WEZfMK
zG~x{9%5orQ<>{04bSgB=I9kc|Piy(+d`AkhS}g0&l7*?M@L7`UaQGO<BKIy^6R3X2
zY`Y1<rY)#=?BNphyAh4CM4sAt=8(EhAyz7SuBQ$@W9iIK{v>RP>qqX&CdsyLE;6oC
zGuZ)(QD6LAy5dhmqw<K{@d2&7#N&<e1Rcviu(bA0!MdB17=PEk*GTvFct@Hwe%JXt
z6u2?uE4`auZgf)CxOEnvy(<%iuk>Z88{J(t$#Uemzk#e;f#grHs<#d{t!m~_eh7nI
z`ruFqvFrUR2IO$w3+dVO6(?uC#I)ryao?zfB$Y;w6wN=`Yr^C`&!E9?Ime^>;@*T*
zk`f<vS$^NiqZrMtb@r1TO|pxEA^Ei@8pXl2)##})Cz;=dO<^m~ym<Hm*Eh<Llvn%r
zb(-mV@3@vc=G&k7mCLfBB_y7#07<EPsCQEkSa?_k?>}WzMIo^7PqQqrhCSL{dQ-K`
zoe^8;Ymkq4Nrg*nrS+J@Z$9~$O#$C<vj4&eoRh<mRPqKIMN8aDHWR4KLHC(EQnor0
zlaIOk%kQnM{huIT$^gxx6ZDjxNv}ys__`K#ok9FUq9H*Klrh+07DgmZ(z9T#75iy`
zW@_{`_kgx?!B?GZ#DhA>FRdl%@;A7#;_qVB9xv4rH2D&TF@-4^5}ZF;O!csT3{R@r
z_DUi!52aMODL|*bmgRZ+_<te*gTlW#+<gE4g$9gr(UMff*z6$UYjmq<c$K08c*Z5U
zAgkuvVK7Tlp?Kk!*pHlkh>#p=s0HsjD^<G_M6=*k4Oaq0AUkSDDjmF8K&HFd*1_t)
z1ZL*|xNwObl)J`Vu6F4=vb+inStvd9&U~ND-zIPm+ov~030hA*U|AJpci5E`Bi8i0
zr(yTTi5Z0@Azpp_9luP%22dOP>2M~%Q)_4;SEm=-La)gQ@|{M#sLV(u{Z}JD1KV*(
z4+3pKt@wH%+QAv&f3}aiROs#bU_-p;)B8_3;%3jm8hM$AIwyb<`c!*mBqraD1H*de
zXKW03cs`z5fFPSVoM|4(9!LAPs#(EMV6Zq&e(0pMD}}7}S_dy{2LzdJ@1bSvh=xu+
z0o&9LmFq_z%ja)Ol*~2oxl&}T5}@N}Sd=#0`3hL@A~gm()`{SKK=w?m)B;B+B|s-f
zb9G`@<CEz6*OO?s5y52=*=b+a{P%m0ZHV&Wh(+eUX#|(wXJu8UGk6SUROYMENQi4E
zJ4t1-F`O798S8`X$o3<Is~>va)IHyx3jfCry2wawJly4#<8b1U18yfh<zyeTflR%|
z*YS%mRU5tFq5@qh3k$Y#Ah4=`k=Mr>#xvBMqkcE5VQ~_%#N8ul?rZJ9S14MLx7~ae
z*<j>u`9~?w5zcH8=^=o$yNw;yl9lx^ZQF_Nq&1P6@wq)gZJQ&$T|!G7U1}#+^VfB_
z+KW}*xaW3y+0dp;S*1`H0ULXqc(9|vQ&mipFy>ck^X{@wWS@f8;jt)j$J*$8(ZOu`
zD;LhGv4%#6u3vOT@sU+YDX=lp8El*BRZHMLa+EVBVQY`1w|5LIJMSXSo7hcQmIhF*
z|5Dp;C&JsXze1d_l0fDs`Qg3Zg}7HV{1wSTrj?+VqAd1i71%sZMh!+Ssxmd&CtX1s
zL_!Jbhhfr<g+>fRh79J*<y52c0j0VeItbO}!6BVZvzwo|w`Y2A!rhN{#Vsr#sOK`G
zYD0E3IGEo_y)-*hFctm8D?aHfe+edBsH^%?yH({$*Cd10uhZ##U!Ao&aGzGzl~(t{
zgOmx<_-rzWJfUi##nueR=F@XWNHp;~k5MsU`}|~MGl7i<m=MG;YxDAwGgpk4m7p?8
z0=QAt^M^NC{kE6%QJ%slx2grsjcU>6OGe%s%Ob4tuXzq^&WaS#=6k*tq$AUo7O{bU
z)Id?jiC^MBHR2(=O9iYAVj@#$Q{xP4KikkECATkFr^g-S$4bl*#Sxp+O%+oESuVS^
zCq^6P=J;|eBXe8-mU2`Ecdk%lwNQ@b<I4pV!L-;QLHTg;4H{A_VI1oGef=sj(P(rT
zi{z9N>ELn|GZd8W2((G|nk}^roCFxVxXuh6Lb4VME#IiMIZ`2dqD9oC#djGNDKogP
z<V&8t@3j5TI;-M?KX!{xq(5C&mZZqRyjSkICcM+_VsE1tF`~uOW4sCMVJ#v+nZnAm
z|0AZAQ^ZIQN74h+zPa4l-Q|;HN$QI$b#+S5Q(W4EMq(+y6`kZ&r_=_mI9)y}Ge%T7
zArPbM#(?9J#YV7_kj2_DMhwMUl=VdRBkYlOZB@F;he>&b+FGTer;l*=#AhJ8C`JXS
z1sLpkB^n}?YlI+igaQ5%&aC3xDR5d)NL%}m+;_)RVFVU~M`p+;p~^%Qe$0Y1{j3sN
zNCkD@;58UMZ?6Vz0ajW}v4ndCNA&}-r1`)nssu>{`6$&QJsrINI%0j;W&a%z$#Mgx
zO0JtEh-e~rL<HS#__N|cdtjV}kIH?MdmZ!Evv{J|{a}u%3bc4wGPZP-AB!r?g!@t6
zSQmu&nCuqsj&_CS#Qy5KPuI|h{mjBXNIgr3EeGq3w16q6;+o{5EC)QiXv?)%vmHHH
z!TeRHvpHmIKI_2Tp_oe{PaG#G#i?E~$z}YpAmp&1tHEe)fJAJ;HjGBsrfAMuNpAu;
zY^-Czx+`|kUU4foW<B7Vas8@D+kDB%tyb<%+}pV5m1w-@-FVjnKS{Y%)TNL<a)<aV
z31}8JA%G7IH*s31^9@44BZmE;_TNY$wkbL&o3uX&XqAlNn(vN>F)<Zk$(V|oFCFQZ
z9ob{t+I>}+d0pJ42@&#xmr_2R@QLBA%!3P=iSiH5D;#sJWnUzB?EfL|>2avbTG@Yq
zkb&#~i2<bkcDQ1mcsnDsQ*4PLCqAMxmf2yj2IVjZsGB33@x-Gg%U)bk|Ape}v?QvX
z$H%AztzS6G3>V1y(6BD<%LqB#K-r<Jo0}df7NacyVuyD$H@D;`Oq@Xc`mcJL>w{N<
z2i>H#ftIfmlIx+QY9MZ7199VZ2_&PU#>{O`6ej&V*<HXMU-tkeWjdf-#Xr-4;XFv?
z8>3#Svv6P#g^&dkp-YRXi_vH)V}NwDxH00;48?|G;Ch)uCR&~jRU{H&3R)vWKdlwy
zYll3S;YFa`<K&Aot0WUfp->RUHAEkfG=HjI;aY8Uuy_EnWwIG7)DHR8o0l9$^y2CL
z7X?rxpfJ3o<Tj!M`2{j>`Z|9CoR;_OZ!eTg&RAaIrQQFm3LyiEoUU)lFrpOH(Y$c>
z_&E+O$WhJ?_nwy;k2`tP<dkrjIfp-HZ`DbM*6ATKPocwcmnAd!ISVwO{*yE^Lguz4
z+^ZbB#?{r3q2ETMMX4|PtTUfo)lAdRezxitV)LrCbe1^#^SCJ$)BDPjgxTLK<}2&I
z%B|>meRNgFv{?S`^@eI`Y)$tt$W+%{*+~E+tdyc#G%GzFW53$n>7J8jM;Y?%&FcF0
zdy~ND-v<gb1yA4FtrvuKix$*)9}iMIPH{M5VcBK1c?hH)FFWIYBuQ&Z5YDZpKL&L_
z_}$pNv!b1rU%ym=)C%ASW)P=lDlLBiHuh8?$?uPfQ-7@DyfKjjq@Z0_iKm;r!x1g+
zOgF+MgBu%dhg^b!fc`f{h4MU_QA6>x-yLPUX_FcdP3(px$s-y7K!`GL5{iQCm1B2b
zHNUc^s&c(CfYb_Gp8nzPJr8`S%ZWmhy5d)d(py07*N0bLTNkws>J|UDisx5<b&ACm
z#=o~#UpQ`MQPT?`FjLuWBu{_4Umn4GN_wq6?*K*2=d&cKF#64%)>EA~mq<R3Nw7l_
z3e|1hjvM^|tN-r=@UZjt)Nwt5S6)%bwGT#Ewrk}HUDYqQqgr#(gVkv!L3@p>gO+Q<
z!gTd?w$SBt(PWR%S%Ve83P9z$207f2K?XAs`;se*nhgC7MmAbP5mOKW<IHyLF-{K*
z00SsB*U#%XG&f!UCy{^yzRMaBZ_f*(>n|{2gh=ADl@4>`CuR6_Y#ao!?I1*$?c$Rg
zFbQhmR;ha@jV03=8Qte&DRZ9s>4E%Uh^$M!j$g~*h{<K}sh4!PbV-&dit`FMF36C#
zRnB~``}+pZ?B_%L7{>gfP{nr}5qyg2wudvcoy;G`9qI-HgDFP|Ws<YW*J1Td+~{;p
zQDb}#OP&ML9Os^9e{5{&^_y<hLM=Yz9Psw|m#nPc0C%b<uEg>!X;Hq^+)*w#7AnVY
zEox_XjELCcR+r8lZQCT^4Is{d7k*78m9+~CBj#A!Di?45GZflMoaP2_FyXjVE%oET
z9`XswahdxJ-~(Z_K2GMY5<RN8qc8>gbFF;~_@Py8BLiSCs4osGK08C)TI>O8<~SD$
zH=uC@nE{Mc_hYqg+Z$rRJME4XjcZsFd8E=I902l;lxmm^E{rlYaHj-%xwN7Iz@4WB
z>dQ%0ScC5c_{P<Letp<{X3_akz#gbDzAh!0AWNbs3I`8(Le$i35<4bXBu3P8U<E5j
zLJDQ{X9qzP;k<i4?~Qv+QY{{Df1wBGA4hBfnfz;gZd}^yX1@G|LE5agndLF<R|g8g
zDKh9vxU+539&XTGeSK(aGg12M-NO$aG>Il#@vQ`m%ooE{q9dDM`@d*`TfWywk493R
zJQc}dcPdbUNGXZ*nkA<G3XFdag6=+sgE6&U<ZAfmvZ-eD=mUk5gV+=NlO=2Z(E~fF
zGSE*QhJBA&?2OyrI~u5f3MgxR5-Y477%>pC68%*pYCRT(V=x>TBTCRLO=q(klPf;U
z@C>A7eNt<0uQEeRUZAw1bb2a6nI8*wfD)~0Ej0>bGMVKeATNx#_-!{)^F41meqx!x
z<-OeK?Ol2F1DN7^Z!hCdk(o4VHkQ>*@cnn|3HmJu$<w;}Kc?h<xVGsX?8%bzt|lAB
zAYA)`?)?k^5VVf#?bInw9cw;l+pk2~Oc|ON3cLYe7?sTSwE9IZUuwDaS?{m}0Px|C
zOPQ(iJSMSqn}QXki=3voo=QUT`0)|0oo_2VEdY=Qm3V~i;usJ-FW(M($1-Xk_iSDs
z?)XG$RlM>2>3y|onZ)_)TJ=&WIeEqCuAx-6Ii=5EQRd+eTtjRcm&s2|#BLm?_gJ9-
zA2)y`QRP}tD>~1PGab3G*q*^DX=WK`4kfVtW1yt;%9G(yKR{Vh*SQ$r(6`+NKKJ3V
z?l9o$JC!yhy-xHPO@>|BNdTYi<v6!1dH?{4EpWFdl}~c{(x@}a`w0P!Z<{zcHYP^j
zsn2tHc^YkNa{c|8_f)0j86vU~@DcZZ1_Le};0IAQafnGQ+IA{J(j)hE-Rhh=FrOwf
z-8(Id`)5T4foH3GQGNypOtZlD8$gmgQYlmK-@`RUm_9<cacIIaHyzDJVbd!a^gu@|
zp&}$1fgN870-}dru-2G`S<CcFmOcRSc*cmL>~RGz&uD0ynJH(a#VSWrEx97UmDW%a
zK?d(9Z_0ro;TB_b7l+DHb5H7zAchNV0aD&G`6ujte2Fbga;8hMk<$xX7PKJbCuHVB
z;CubHZ(~F$pCzv^XrMe6v=a|H6AA4}Kf&pAr((45Q=F_7ozD4Cb7@YXAJVd@IOpwX
z8eP$ZB9*i7^F)50$6%okSk1Fn1D5{Jz-n44mFCkQZtXhVJs|_}wFfCKxG%0}nYV_@
z+KTAWeW6iYdYzM`AA)+Cnx1X*o|iv#g_N3@zP-}`65qnI@olWL^)B=bv!!l_Iq4!J
zXguoIMo)lJRdKDP3!a;?U`$qd_6-mN+$2D)$8+s<dia>|4?x-KEe#kJ(%m}~5{!|g
zl=%4KO=lWo{(xQBEj3Yx#s1H|Yqt~6A<sG>%RRV}<>c!t(_H4X-z@%4187eGIL>}N
zC9an6776K#r>(`zP7Gj#HcoJJ0Z$enM-7}`c91MD^ME2#6IiYPmfkK7B9kuPTmt15
z&6h`^fZ=X&+x=2o-``E4;ot|}@%b;D>8b&4&yl6g{*ivekz3}T`Zd$me{-PmWX$y1
z*#o$47#oex0i16nxUj;p6)+4cP^;9f6p#>3lq-MaJ6cjE;RkSXL2C<F1TLeO1``4|
zdtjTd`NvOzfRmQ~dC08mI0~Rl?}uy>7oVx#2v3evzRCfsH8Qc#Y>8LoZhQG?sU90X
zh{)at--sYpQN&N!<_3pI!sjV=(@XEY##ag&2?TA$T1gGrZ#~F=5`!2Dq`nSJauf>_
z<-O(nEL2nsB#|hGJqkv?7zPc8tC+lunWcFn?I5>qR?vzW^%$JqD4Rt%P41x3(}`~-
zB^#(-xuEx@V5Bb-8+2c;t6Z$2MF(O8E=%N3S92n^oGkMwqv^+#ub+7CEG`wNn{G?h
zGxm1LVtiAE5*+o`l(FA&e?~T{Ey>F3q_nb&FH)r{#EJ9%YzI);;s0#?7zmVd{>#bo
z4OjQAVH~4%V})@@v%``goEgAZ<|-iyujBO%sMtkj>vVS!Jz_;qEHdK3e{ynZVCzO{
z&4{O<>2XDAT~(IIDRn+28EB(Mb&?^y8rB3E$(P;Ht*f3Y6FE}drBxk0_l&eKEg$7*
zkRCee@LNE5`ukzJhv$b{t4^`^Egnr#`zcUl(f7~&&T;jWnvA3(UVycicg2w>wH7i6
zKtGIFhV8JIc<?Cf=6DOu6s$;EQ#V%eh42i;QA?tEz)cL;M(P3Qx}=O~!*)N<pZXdy
zP?0DMt9J8-bR_>Yq<)N9i^z)Z_Df3n&y6p`811(Fa(5p4e#3`b$N4S}hK1>)?g0_?
z?MBL690r3wOUY%DS{_sMzy)$s(uMsO_Gd6=Ut$ZkG&Eu5tG%1qr10acJ~Vo2462zg
z(x=(oNJ`U#4nBVvE3+`-90Eq;JszJ*-lJP)>&=xjX@hn>$dAq;K;@<xQx~t&q%civ
zXc)*Uilp{6vMY143W~2+dCf!JwY;PQ|CyUT-*9BT{y9fRiXmci*;*Pent<VxnSaTc
zQ4+GI4}Vz-9C3KST2W`5OgU^!fs|(s8l%%?`tO_ObuRvPWH*ujeEV3RwNLL|qNVL2
z?BSDppe#o=Nj6pE%63oVtT<_YwPmYUZlXw|dCH&-d5R4nzhP{9Ee$aB4ON2CsLIPe
zZLs-?$_4Z`wd}z`ZD<p;^AD6&e`&x<B4ro~{RHHs<KoprdeL<BX%nu#h)oRdJODON
zPIF!cU2GHfjAshr^v|4h5`S`U=Ji8J)ayDr<xRGir<qQ{V&jG}r}qMRs%lCtBWflH
zdS|4iUoK<jj)$g8;`ATK=Z{YMLqC?<9V9m?8b7r`PZ6L1E->F4ZXqS{pnYNktbfXU
zEhr7*fAMoVbOAq$PV}N`b?XJEE}jZ6-x#f4`j;}MQN3~0^k@f*R_s}bahp@{rs$Lq
z2x}A+<MjA957zkP!W(LaNtVt?{PbYiAVMpx_S9%g7}XSe1EoqPP={%&yn*ACnl@y~
zP8Dl*A(`C?cDav(uxEIF-aYIZ*3pJpWj9kBhpk@rtuRm*o<!PHE1S+^0;)rnQPAvs
zY_-|OLjy~&_sea_U8ih=JScD>!NCnNN9L$;2oKulrF8K1FF8heU`Nu2aGM^ut#7{3
z9`4@aZBeD+H%s=jJVarkp%)B-IbF*$O>6Pr*ufs;b-bfh^G*{jlu}xRNLOrO?4a4=
zOa!Huc}53k0jgzL7ctz4MXO-4FsWdH4n|&?sVbxd@j`wH1ubNhvS(t3jn;%GUWI;y
zqz2uYFHy0$64u`RCefwUZ>PofvhNp*l{a{07`}|cBl<pipwt?Jm88}wV;>gGKblY*
z7cC%F|Eli@rYr!OipCAGXvF`sOi@DITJG|hoP~+6X0L;0yd`#GMxnn{Y{3NXGGZpJ
zu<ls<u@&~b(d0%l^1WemBz`XeY?${*-`*q`-j;~~d?>bmN=hv#fQ#gv1!?po=weNh
z145!It`pD#mxIZf*kNblt9_=qWYCVRK<=XG1xdr}tiah0HpS$A#mZ{50u#oDdVm^K
zmzi&W!W-K~U#``csY1Qd?)ww&xOD^oWN^Adel4m#m58a)>_euB_T8eyhCv1py4sIq
zsL0B@A`uMF6Je;G5s_1~zPep;Sz7EmFH<|f2B>Qf2F5E(HHM2u`q~ZmZPxr|1YZj%
zWrN33h!;Xx4e^ILL|zm~4Ohl@!%W@B>sJCni*YLtZ!WZY*G!P>?dfmu(aZn1pqj{q
z^K*86-q=E9_4&$b^f3~ixnx8S7X=0ywiPbnxz9Kapac`OR4@<4$d#`~oj&zzct_Rn
zV`Aw8IZ4{chc^k~$<wREO0q;zBtLqPu@m`DENET$F2Ag(=H)~(loqCZNX$|kHn!<r
z6Tt=nPGZ6FmKT1{mSq}Bap=%(2mPz@UABx{+jA1CRxKw-a?hhVz39Vp8cb4Tbfo4c
z66oEtYoBAPVU)ZMboVRQ6q^zvS%dJ?GBW2E+i$bD5?Jv%_`=dOS#?o}ugCgVCaFQ=
zni_LA%Woe-Vn5;ED|(TM+%XdYMsTjqR0H!v9QqVVZyGBzj9zR6!x+M|Lqel$$7GPV
z%+^SDp<l*M#5cU6fuT>!>Vll?GI0ATmH{&x7)dVul+71?+;Kxv)n9`*la))TD_*uj
zoRVA4RY>+JuBJ1Oos!tf6?8RxBq!$&BeY;JzPs^ZEq@}7Ip2OgtuI`Qk3AtlttO>b
z@%@+>Wu@9@bhZ!^{7c>+OT=E7LSs;5KWe(q4w=yi*mypgZpKYzeRSl;^%Z5DVJ;7E
zy$82oH74g3rmhD>{~ql)p@HPxqOJ*f;u#;ZF{+IJEoLN;_K|v(NGqtkR(h1CCz4j#
zlJ>QsaQ<o3bjxscu#HBl3s}Y^36o$`Tmt^dz1J9@GaWNDs4_l>Et3^VAXklGr2~Ou
zdnQ1ttV}9aT$M>>j3S&K%TKyQsaDj)6#AsnqW8^KYt1(-Tsp6Byj+Z6zw9}uEaY`o
zeQMkH*&CI9gbMCYmuf$wLrzZ+egOP(oMU8H*0qra1G`uxYpw@x*#F&G=Ko{0wFQNe
zn!GCCO%kKb!-nH7h(p~te4*tDs>E2G#&CJ%V~1Cgw2*%K{Mhyw6tKOSa~4(%xT@X$
zh;Dmu3r=O#2%)Et8;|D|H`$JPZs<17>sJTgQTy7-lONN8u9Uj(+l@u+<vJs;K$Dvl
zl~6J4utk!SLPjo=Tphb#(`MB)pd5U7`iE$1q$N-$5{b{yrXP}2*?ne?=V4^+g;TGA
zG_CQ)Gf`*)OgZ3?;4)r|wk+3+EF+pH1uh~-HwZbZd-nRj>?M7hSbcbRv-fXz&m90N
ztS6A!$S;OKo3%<bqBhROhlk;$yAiC&k<m?_1Ou!p(`BObPnM$_H8b9+gzZrU)7Rhs
zDryO#us~MlYz2x>U{qLOjts3~j`WUR(;!nZl-?vdvaABF5Dp-QOnxd0N@PmzHH2_%
zG{7s!jWMO-<<duR_$E!%1Nwc!0wFqK;9{nfA{Dn%7SyZ-<{*)QrSCZv9Z}|mx@)bj
zI4QcxNuURL<i!Xgaq--34!*VBu%wW_8{8P_(5+?gdOQ6$BI!T$rt5_mu{R>Ys6Uh-
zwXq~p#lVl0jXw;wi!P8v!tw*<zr&G4rc;_Wnc^APsE=Obp))#_WZOhcVU<Tds!21J
zc9bm;uS|&>lI}6@rddkV;RIU?LpxtU7IAS425S}x*$fwuBhBAB!CofB$Ngdvc^j6P
zQFuzH39m?zc$FUa9F)fR#*v<?(E|s!O!*Z<qnDpzf)ccH(3wvD<5EXeO=B03<k4lc
z6T=h33HzWGA*16y=O4HAq7Je7xlrphWbwPljjzQw?z?fCS^qzi*Kd)^%4PS-1kf$0
z2~s3l!em<mQetS*b&+~ZdtkE#1W+O@Lp<Q6(yty=LW7d?h77~5TD~t;u(x5?^_p4i
zhoO=t#*q_6(M1AAC{Rd|Fn*@Sf=)<_twMo{21<*Moavxxt}&ORX@053;>HWV^u&HX
zMZxvRdX*ejlZ#->k6yj)%SM}_@FgM*NuCPJd4we~3vP!eg;to^p!Qw;^jev5RA~*d
zDON&1A;L|6c|i&VBWo=aO)BgO!H-VPUGN(<|JMKfmx1JVf(HJNS4!IZkWA=&$RlvM
zxzbl6dhC^4gtB_x6sB6b5rbP8O(!Yi1LFl*)iFg9(`Jdo64r|nhw%2mB=>gTS=?&I
z{Rn^cd25g}xO^_sHAs_!^<ja_u%MrBI8PoJwq=n93yh&<&qxh#I&d3qasEW+#&{S)
zKUhrVaN-sl6ZxybBXWT@_L-kuc_M#H(S4kJPn=wd=M8<1!pbB(0ZG`CFGeb@Hxyc!
z(STC|-KpaDpLf0gthZ=E0nC5@OjzH*@)V!>zIx&wFP9dLu(8EOh3uF6g#~vs=O9|s
z84J8E6<<LF&GMJC5KNF&!4JUir-C$^yP}O%5=G%_f$xVAjH2Rxj@DVg7NAwhd=Oix
zW|uFcL^I7>_T2en_oG@tm@RFn$fWCLhMWlqtl%)IY7;`s_`H^(KNCHqdozTDJGM&8
zq-<>Ny__9fvwx91X3k!_!n{z~elz8$$_8_P1uq5__meKifo8quA3e8NXD+D68V`Z#
z{;ll?kWL={%c*&d8N8dHGh)8{PFajZ*+Py;wAm+kNpq&cXymM@HhS&ROb~nuthZDB
zc)DPoh-Vfot8S_%wmw%0xL5=|CTH1uRG=e`Pz%B<YQM9%gNMMxOXyd%qOVqnR@Gr|
zc}*Rf?9ZhuDc_LsgS|}DS;U4uZmEm2Qj4s~JZC~<7|c_qyM<b^hlg7S7N}y@HNvkR
zTX}9xu~qkRQkc(ZC4{Q~5N`BEA*1j(h&^8Ovxdxm@DnzL!XzAy8#vzIZs|mI(HD@r
z`^ojmN7~>^Mr5$U=1z7O%SBZND%zIikWpnBPBqj+aLfTxo@T5rh+MTLE7va5ALo;r
ztd<gugQ9Y+tZTI)s~FcoffCt$D63MVxXLIN!;GOET@vMGCPOjXuaNb=#u^J1GT9g@
zM<-!P<wBd$sjAwS&M~@n3t#c<@+q8ByZ4xBpOzAaKzL55tV6uA=+k!&rUHAXi@4vU
zmx`dY5*mbd&7RCxzWhssz1<vT%mAVC>Gh%lMs}l2#{n+ezPn&X?j=TgOSa+}n>Ym!
zr~FjL#Htm?lS(S=iR5j>iyOjd@548}kBb;At3zGoH%YC<xTKon5S{?~;S4CWtCvAR
za+v_Je8eBX$v$>-(8Aq-#g}9F9S!kBq)YY|vYk|j-3Lc3yN#1lexB-cS+wu2qpc@%
z%tF>>(Ec((R#mPkavmAm^jR+gUrENSfK5MyydReBS$JHzcCLlm9;W1QkmMx#;)4ri
z(36{hB=9aE>Ek7TigFi^+$bsJVI>lo!TDz|DIfO7)V#==>~(;zB)CV(i*R5Dv1HGH
zZ1!|2hhBwMgLAeu6|!`bzx>$uz@K~r8jSHWw_6YhPg4DORXOwm!kY&;8Jb*nX(W;g
z)yQ~X2bpF+_s=)iNq*lDs*%5ifMpXH-BY}W$#y<LyIHUnP9c$<f<cR8f=YwJ9sYrA
znX`^fU)t!wNuv#n@*BBb*#ZXTG(|$L-4Wo^=Cxyky>0xAy-EnY4Ro^G$m1W2=JvvH
zy{zu$9Xya3WfHrR{H2ok6rXuxUzWHEoI_J<Hon_0+Ma>)SY~lbrDs6~vZO(-j7%V}
z8-<+%KWLWiPqf`OLNHWmk5z2Rr;m{q{yilO;58#;K?R306zMyTi=S6;{2nKbo%i~Q
zNB=gi<!V^nQ$6tIAXkm3Gh*Nr0$H7FAew74;jUVPaF8v+oYm)$UuYMemQw*tiK;9y
zkNU-{_?km7Ig@i1wreoKc05TN<6$PaANhSKioxWI8^iG5E9sg$a8nw&)0<@5ceb|J
zo?XaEiIu-_IV%xP=-5Bm*<pw(0G-i?8l}*7vMWNzi#>skbnatY%LJS%TXV{jKpU{g
zNUzltcb%(Cf#~IGs}pAc89g?x<>hrA6}}C*bKJ;0p=kMA<5I7bc}`EGTl)DR<@ouG
z=lC)pdF*N|Q^RS2?4kWW!+?s~g#tqv0Cwxx`*p3WH8_MfpHu&!qxrcI3V7NstTF!6
zo}(}2Om%ZiEXvDm>Yu2(5}=RKU#L3UQn)X#>YPTceJhc->-=`}rEg5yQFmPPS*vm^
zl*mgX4W(bmVCScgA&Ucm1_Ro4?etZz2(T?Lrqmx@Zu{?Rd{Hgr#2f^ajTz@2Kd0xL
zP{D0PVUV%C5h#JhUs%6w+>$3uBs+B&JB&F*K7m@9mS0(3$!v%bUG<NRu~$&en=E72
zLH_bcoG!N7N9;D-@HVS$`i)L*6*>t=hoZ{dfR=U$_5IOcVNW0`=C*}$9fYktmC63D
zB5i!3V@Tg!YV|5d!dWfCG(=5;RxQ%8xD7KX1U2Gnj8yJYd)+Ltl#pn1(%!X|0bOax
zUau-Rla!;izi&SxSN(m%7ml*F2ApYUfwLKQ^3(laafCcue2v?H(0BC9{p;UaoX6;Q
zvi3uj+6m3<=}THDAg~oO0R1`~1{zB=Vx8c};it2xtBGe}1_963xf~^TcRPuWHaD-X
zIW`{!Om^%#iPc=h)&onu?OcZEsWw5scz~7k^W%RSjyyB}yWz;sI_c^Q)v;0C%a!T<
z>l8iUcKjhL*n@qv2DqhofxbY2Yh|6eu#%yN26lE_B?Nxg;6rr1mgg91>eS*-Nv<15
z{D-f1sF$6w-2w=m=z{>FE3W*Vc}Mb_KOsz>b%x8QfD=rs>U{ff7ck}>ZdPL|*)?zL
zaox5CsJ_OP11;m=C2FxYq!~c>sWE*&A-p;LcCuLTkBXGQYd(CFAmQ7eF8aSF%5t4a
z|Ha80jUBmvT}0;_S1RUv$g*6k0KnDchF<^(^{0h8&fR|+-RS_N;HbLYuPKIgAwaND
zt!KW_sQ?;O01A%#VI>c=u!oM;8E7zM`2DL7DB10RCG#=Y_o#!Hc}|#nANzkx%fBP2
z67L{4W%twYA28|kbxLSw4beK!eW!*(k<9{OLmxIb(17cxdzs6kEUuh>r<KOeQR2;I
z{PM9CTY+t<`ztS~Jj*2Y5r<49;~Yyume#g12ozatWgnDIM_S!~2JOLD+G1vGW|fst
zSQsLdcR8gQn=e`bg*eH<_rEP8RVxpz$xo{f@Wy@T4L%VrJGlntjRxCR{STe4MELfX
zhllE9*ZpmF{OegShM9u$#^0xCSDvPQSt%F_yY2-y)!lsJ@~Z{ti2^hxu?PBJrSf}C
z0C{<<(E`ay(%UH0;Nz3k|87vC4$Urye?=J}Sv1eSZYHw6oFMAh&(k@kt9OQJaJ8_F
ztH*3IQF`fz;0ky=OaWIY&`xI#(8h<LmT7K=_DTj#R#*i}z`XS0cHDUd@EnIUO+y6%
z>!Bz+K#QU)K9y*%($y=VA6Luo0opKJy&WEog`yHcJXY2-H@sAp%Ax{6shkUC65cGA
zS?NT46*iNwQb5|}P)|EuYxWuhTK*hv(h+<8v4)m+Y~dZh<<yJ|hc5ZhUm|~e6OGG+
zRwj`tRqvOV;mWR+uypijZ;;0QeR%D<GMhX5#zW_yIs(xS83U5v9f`vb_fn}!7FGt$
zIwW3Y2r$Cl@iT6<ODp%%bL)@GU^XX4KED#^kENu)+@Xc;)1F~|?E5`!g77;x7F(ex
z-J5*_<oB$zFH>pkNeOIaB0!ftQuoxuE!(0jbM=2=_FmSX-2U@b{zO$_jXtnC@iPF|
zV`cMOv%c}9dY8?ek^t{HK(wp-0m94&R3Bo_3XK`tr{t$^r*OG0FOi1XiQNz40tjb@
zHD5lxcFn(2_m4hs|C4SRg1oODW9_lNj8|MJOH13Uuc}u31?J`1j-!6XCV(vX=7+*0
zjijinD?ng7<l2bH4F$SPyz+6=j1@Ta8Cb5q6PcYCy>*8E(PPAlN%bRj2GD$F_+=Rk
zwpUnOThich1}M}*Z>|RFoDa`GJi<V|W9oI4;LFh)1sNx?<oZOYgu$ukjZ9lCx{)bW
zq`6H|AQ_;gqJD8>Ox=?uHlY=bNZTFiw5>rJDp!2H_9%tfVG{&@d5<-pm#L-Z)6vEv
z2pfy{>3>X+T2(LE8Q7R27dC{t7q9utKiK$CQ?BoCHvAn*78?bk^qAU9F?Uk;aA&6b
zUi?mdUF#rb(Yt-o&D;@JbZTQoZ0bQhsn7uXXzs9*#F6(_&~eXA!xL9mJ6)Wlz>k1v
z-kBP&RgG-44s&WgA8mI2UA*<9x%0>GS{TrLrzk>{9N=c!w0`z~+y%h>FaWsUxs9yi
zHF73?olk^ENFA4iso~^Yj^AK`;Z7mk(DE6}mYa?hHJ)~cLgn04l9+c_E>wdz^M^jD
z=J$N?%WgjTwHOmKdR^9XHG7D)e1<mdvc<EwH664z8t47vt47Us5`*YSF;RHjlk1wp
zdo@|^#~(#2+?-rJ5r$4kfHqxb!#RHCaL}=;MZ)EJ<R(Z+OH)(8zU^J})h~FRE$Ub{
zz};L2x8jw@a(q9@mKnzwe0TpbyyVvI*4{NAfPUSXwQMuN)b%e6AFnFnS^@oQ)uD#{
zxfTNND`WBqe)E}6_1g_af<Fe?fAG1!xH0w}Z_Q(=n*W2*XA^k-{HD%XJ=wJ*@56@%
zRp>I;k5eo1Z>x%F|7t~&0q;n%^%PfyCKd^cGF`Z=SXV0m3|*kTjMF{|Q(z}Y)b6dd
z&zkGT+NZp+vL{#m|Fs~&|0U28{gxoS(VaR9MOq^vg+o9TBM`b#_0!Ps<r!j<GeZPs
z&!Z1$Wua)ZQQ@hUXxZcuS&MbC>SZ1ZTn0G2SIbc^r9y<z3*~vnVCpk^hlY4El)tfm
zi`tjTQZ!1eH6n2R8SiU6zBC1f@f3r|?roY36P^&@DL01GGR*FrqYRt&Yl(}FUo3<=
z^b3w@LeoQNJ4a%@0nw4<bbMOWarY|a?I=zz_qhJ=or9AMn7*7>1*{-PyZTw&)t{wr
zK4=>NQ`CID18@(@xn5%Rz)pdtC4VxTRo3mSmS5&k@I6d7=dL4zW>5Wzp_)~Nxs8)K
zUG;?{y-Eak@T}&kz23%A{eyYIO&zsnVQ}`n)008sH*`}kEv{xAakIgB-}7AYjmXMo
z3_+o1`<xt32|{!qs|TUwWk;i=0|VoE)~^>QkcF@_d=_-rH<*I~-f#bR7hgFfX@#MN
zdYtHWN>5h5>ac%GGsHXG_d&x2)YcI9WBcLoSOyetLGuMbXdPEx_H!#pR;vz%YG#I?
zRraKM9DGX=^Se4LyT%Tl5~R^E{a}<y^_uFkq)t&&$?`DOH;4pM<o8B;{v&DrUvNHD
zwS?6o`yDad)QM~qh3TcF%M14g=H+T-A)SN&<??eKi8v=psv{*A6^+;AGFCvx-~{e`
z)PYX~hW=p8d$InOA{}^N8Mc=8T7(|hH-XF<>5c2)K_bP7pb-YbgpVRb2xas&FG4cM
zb8nJz+U_(#7sk`7?PiuJp^9F%KaPwt>*iSnn)juHI_ZTwItB$-M+gjE6%2p+_wwa<
z%5S56;jEnBgHxTxAnwX2T|I(KtJcc+yiJ6s9-b&>SR58-yp+`_O6WIk1}|U{?vaOS
zf288Ga4UO&P&R8N74ia0@li%a?+4!(?1=xm*P-47;s4bdU8+!AAaNFf3?-VWq9a+F
zXZ=Jf0~srEB|&E=A+59B=v>a3?#Zw0mdL^UPL!49<4}E=^L|17QJ6Wy`-ZF%nkc)@
z^DpCc->jO{5)1jpf_0i6{K8wVL}<qxG?C8Q;2@M)@c$kdT)nq17vNd~{rwuj(4V>J
zyVjw_ar{F3(n{q)?|7uo__>2W+L_u7C>>z=+}=a~{e3elH1-XCGgz+KBdnRM%m$Jf
z>IhO4Z3pp9CfP~kDEc9Jl1eF7u3LN3=s)Pf`Aqj&CxdGLplY(qISG|4v@Ptb=npKC
zq>@5%<rRzFi07^03JHvh73WTjj8ZuzN>&98#wR$d3#<bj=1A&QKapO?U2{$T<3zh5
z8~oQd>i}kW%Ht$q+*RF$t~R4sW~m|M`AB|famEL=mfX>P^QZ_~{O%7pQ8NUSJ2LwQ
zUMsopLMk6c&W_UwM%NVxzj74wfk!I(d}D-&q$<_ztEEL~$DwKrGT@58(^H)+9wU$4
zktsq#5=@H9)#Cj5SC5bz>c`95n!&%P-<@HOQ8n`^u1S{c+A<t?V}me13wA1}tp3Wj
zwv{egt00o70eZ=oy0z~T>mF#L`_-8%Z<^shnU~Axk@>SBP4QF249<Mu_ES8P>9mH|
zBTJ$mIUT@SEVcDZbKTve|L1c^(-2?qB-h%&j@RhG_H>Ani6R4pZ;tLTo+vaDaLJ>{
z2kiTgYA@X)ldx-ez7F`afBZn|kP<>buU+nBBL7UF`U3@+5XDSDzJgD4kVVK>nJ6k7
zYr3;z<tL^kXEigh(!b*VuRn}<<M@}vindS*QK5#PC(9~Qit30H+qS;hkevOK9Rxa%
z@i^DnDWEt^=R2hM-TU#9Hh!xz?3LR2kbQaxif9Qy5lqA*$TD}z^-?deR-2Yw+;aGY
z#V!&=S>!?k{9RJ&yXAfNeE;<=<oZ=I3G+3EgJH(^lXwD<sR|6bIGyZSNxHSD^bQj=
zha5PO(?<hoyTWML_hU@_dZC}*ugU8=X4=hgd;UtZa^&EmmX(z6=~x%Xsxt-7=6m1%
z=eq?6<1Wn^_g2_c;kW~tFlWwbg-eLvv33soRFV5iOIl8r2heH*z2k=))qJl$t@@-d
z>#&K@l`mzkjbz=R#-q{`xns`jn%_tF{?``p?V5!^Iz+=TRzaTplGPNBoJ#dsODPXc
zH3=;}KV&NtpUUE;ybA1@wygssjzibZ<ZVSh&u5+#dpY&l4I>77BLW%!FP^4k?*#mB
zYYy%{@qa$LYzvj(Hy(lB6{`F_vGx>nhh+WijRf|r>G>$LV3zfKg7o~@cMartnix3l
z)cnpVwcX3pG<ZHDbja59N_Nk>ASJ@Evan&)I}zr84M-^%YA>>4fv@?^0jAI8Z=od?
zgoYEYwviDt(DguYi4A7-s>{@V5d#O4LDuLbd)cIs3`5ZjDSV!AQ%cg;NG?$)9{+Cj
aUkdH&#nA5j?z!oUBPAv;S}gqf!~X+KcMG`y
literal 0
HcmV?d00001
diff --git a/log/zPythonScripteTest/err_n_plots_multi/IterPlot__MultiSO_Vp__fwi_FWISO_iterate_m_allshots_5_8.png b/log/zPythonScripteTest/err_n_plots_multi/IterPlot__MultiSO_Vp__fwi_FWISO_iterate_m_allshots_5_8.png
new file mode 100644
index 0000000000000000000000000000000000000000..a84a39dd280bff7701a517e927ecebcfba0a3265
GIT binary patch
literal 33541
zcmagG1yq$?w>FF-f+8)_Eg&r|4YH*}x<R@@x=TSeE!`m9wdoe58>G9tVbg5B8}xb4
zdA{$Q{~tq#jC-*6z1CcF&Nb(CUDJS%GNLHY@t?!N!J&wYf#l)f9;*U>e<D2wp8RA^
z%z}ga(kBiQQglw*OLj`a9=p6tjd!aa=8*^Wq`&Nyk1~SCz@qrV-f>*{di+TwE@lSJ
zI7r_UKT<WLOr)$syNq-s=!?9sp%8}ZcZ5u<+Vg=MSWV58OG>$$k<rFHPyLBY^FB$v
z-5{4;cFJ|%W#0z#`aoR}#Ah!(INZm`Fwx5Ov7iF=ch-eY%6KdmdpUDX0jzp9teNHY
zcMz!2vej;wMKE&qxdX6VxPJc{vou1Pa;$<&lk&V9Jp|I;C&wqeSSmJDU1MKUr3yK*
zEbD6RAe7QqMg?=Ph+*X9PvGFtP2Zvey9Kl1B0YkG1L42$1-^=0TAe-;VadWVleyNF
zoxFlb-&Yhf8SA}mT*7ZTq@n~W^zMK#f((`TZ;3{gmRF=$>Ty&z#rWj!fzO6Ng(ri9
z^A`K+gANBLnAswT1P4bt@`?1}UCTn?JQiQHjLE_x&KH(O{@F8jB&%lniNQ4kJb1P<
z=R#B!vDzvLl~4|9{5$!tus5Xt`x;T6KD>@<k9}G(%18PG#dEmNvW_n#%OmGG4x=Sz
z-^h808D!8KS7KoNzZ?AL!znz}<)4dRdhh;Dl80`WGDtrXhH(#qUQG#_yeH~?Cf%Wn
zit)d1=dbCGf-4Cz$uz}4nq=(*JxpX@?cWP6##3c<uDk)I@gIg4vhxJE5TtJK@&vTN
zcXy^l)|-pe`GEfi`~2%H5`HLV^lMOTXB5o4l8+@$$*G%7V1f(TR5T_EP08_xrG_u)
z8lSn)o7Zm(znnHu>TLN**#`da$M|=be@`UiWv_wWI9mm486$VLG$rluwHV%j*Lzyx
zXO^AhA|_0!-_>!i&|UIm9QMZj&T2q`a8eWK|GVw}e(TDh9s}<_C^Y5CYwSorJ?%sX
zA2hVr=tQ=kFAcs3(qFlY#d<g+Ua>qL#g8^5rzj5NnA@Z+kF1$QoZ7_wm&af!o;?E`
zNIEQ5JH@W^&dmoLc<tbIe3aKTQ+tJjMz2|s0QPiUquEI1WGsalB7gu_Mc0x^cw3m8
z>kS@{vQ%$crt=E1n60oJUX~~C=?zLg{+jV+S4a8hy%P>+eF*vzN%cbd?zX4k<c9rt
z+x*00hAO?RlVrG9tKcVhEW-_oZ&i@&;p9vG)Tq4+)v6Z$M@17B7r*MlA^Ov_pl|z;
zU-<~x+l0EcL?6GanP!#nbhlTu(=#@Y<#viqUM87iWbYdBba#-d_xB+5>mX)l$dSfR
zhOIQ7^Uqb6Oq)X$dt6sS5Uvvwc)7b$43QspV2a9L)A>WF5u6LjU!U7bbuQvJKRdRZ
zal(>Io!62K-6U|oV?n!jb})CP&=OtA095^aP3265>$ZYf=!_=lKDNAbSz*2r%0+?T
z%^)QL<)Zn;rseg1o>%mmA3%P7mkT_m&e>P7x`$Ul7=n^pTW=1$tS?TO+@(Mz4crHu
z3WJ~3jw&ZMG-9MdSTcmu`AWKTCH!|cy_Bg%l<8!Yx2Qz!A6=JH_@YS$E_O5GdwY7T
zy~-VoY2&v?^Q6y-i8_Pv?RS~K);n5~tSZ-b#PRGD_q}0qzgRZ88Ogk8XR|PV#Hnr4
zVw_+&hx7!;4w~X*+SVNfuY*OFWA@`NZ8~d!Rc*bcsy)vti|{TxqQRTS3c&@TfubLe
z#ObyEUS0o&)@MYFN(;4%X*$lA*z4v6sxj=B!5URobK;;d*mc4q|I@;2sD4=U`J%8j
z=CG1VifxO_iagEE5%q%G?$J5sGn)o5xQne{fjYG2w3FIlbEs}#Jt^zPBB2WOrWgfq
zyxJ`5RQM73*haU4c`vVkMB4I=LaDGX@Q7!68Kf&S$!<*b$0TTcH;#L6CTs0xTE4oX
z5ITR#3AG%Nr0;dTjIQ0#KAfPG9Op0+cJ~&|0KO3nmPzDw?H;KFodPa5+km4}P{`HT
zQcZ=)-o2oG-W7<w6OapdC2#@2GM@>%o$V@WEcP;0H$czQjZ^Px>bT47Hs%YwE`Jtr
z-Yt}M5>Dra96f#r8W2c7OrXJXCI(btaj9ZxxQ2oQTTis!7`XldR<ESR_j)f5PnpBV
zqrYXm1J2FNJUAKDJYSKd8YMyq$aOj>R?$BCYMk11_Wi3HrW|>A-BwIa^VN1@hh+%j
zLlPprkDpZAW0>G!^aL9tYe^&j0)(FYs^vV4-s1Cno52)Xa(s5%MFE(jpB-#aXrg%U
zp!qx>Fbc+SlgAk6>}eE3jz25>Lz2FZXEV*z#RZ+7@dOnVU_r6V>8~pfW(}xh@v|(e
zG^$ZK7o0t{Q$z+;6%`M2G+<1(<em9r1V)|>eIA1ZU-7;hR2(%4eH%}rG0L3mgy=g6
zR9Qk~`@~Ao%zsy{OrwQw-PBBRH2NqE8Oii`?039iq8+e|=X$P7=454zk~ZDF997QH
z*@>B|7~vK1tTX2a<=rawahM%L(^*(pLEe^@H{#hYuZ1cz#@@WvWlQkjHXVmG3`e7C
zmoz<1IMD5UKi~4Kr&m@6&04+A(b8)_EL8ID_Ov3b?flU@1c`?vc|lSMSZVyAMaz89
z<I2?44oE7~$#1Q|*QiMj9n440!QdE%JKKq3kA1qUKe_YHW|!IDad#*I97C^FpjfDA
zF~jaQ@SJ>mC=F`UNt|u@`E*k#dyCB8d@TR4RM-tG+;A#LKy9Td-TL8-E=Z1?EtcCb
zwwj|O;wN-;zDuZq*p8wwwuXvy@jcr=cK>{Yn0+_d;Nm|~$N!K6f3{=>Q2b_|)v#ue
zcumO9UuD^Rb>&XZBCS8t7H*|(E=Z&96@4p?QhhMFS6PfU!Zd3BRhh#t5yOc*P5Jvt
zM*_4%+JmY{wdbg9D)i)11Bc&o<T_-BUhj%;b&~t5e7bj7GJU~CoZE!5Y1O=9+E}lF
z=yrPLTl=pt+89)`7`p(<VuY<9MqEnP^=&IW3aWk;7CR<_Wo7QvL6*-}uSS+Hn{v|2
zstgbbhdfuokL=cqZyYz~!;Cz&&)HiLkX2%1t*O)HC=l&;#+zhTpl81!ygF*xwRfL0
z<&Woac^_`S&oYS(cUed=ae2yAEBuHDXM1i9#f=>3yBEoiG(;W>5^q-5(VxKiU<@zI
z_HbC_iZRVLd7O8a$6(0;jw~8NxCzON)^Xo+*eg)6mb$YMR6dq_C}DnzZ+!W2nz?9x
z@*8=<*<6<;o;<xfC)A$lNiyeMkbOQ?tfI1V4uh=pZ(NRwNsVR?pZhY%`wNhDg4?C8
ztZvFJd2Tf;iVH_k7Tizvu1V-^bYRU)gGG7bn8QDW5G&0mdNgwW`IJoZG$EhSTMWyE
zCb#ijY~bw6ZB{t)Ptw!eh}}2)fkZVMRXAC-BXD;~dV3z`>73Nbc>Q{R8nvIUWd~b9
zozM9F?xq2X&T`+RDXyjoevnOLymTn7yfu|Bi-3-8TkvY?i!XwTmUyDH48r8k`=e*#
z6HmtJJR!RhkI3jKJYp(CDz@akNX!e~W#zo5*p|GWyWz4t&IQgx2E^3NT@7_2Hno~H
zz$M_cs=pjJ^=g8)+Ji5NZd6rNs6Freshj3%W5K9gH5-#FQ0pDUKdH+sl>2y*c#a2i
zxYe(~*!`3X1G+udzSE#ppzH@?J6Rd@f+qSClu8u<J2O^UNR^o!P5;m$&6yNibvN+%
zp-#<ZexW~-84fZ~b5y6YyE5=7e%1kO-@O~dBftc9!!&TSlnOf;Mbv1ztg`Y6Nvz_#
z>Eba?wY!F_>0rodYu~IB3<_+L;`n$9k_z(y2jt4Nwwgigda+m0EF~l~-@PC(Vvg)`
zc{Fq9e#Df+Utzm;HCIn}(0B)RJMe0Bt42-csRk-vqn&C8kJ0IBYiO*1j{Br;BmC?W
zh6g7cmApPH3KiHtJY86kePcQ|t;9hoGE>Ds;<~s^qGKyx#JQDyyeBE3aXz)NV<y_-
z%<H(0Cn|8eT2jvY9P=T?qu8B<Y%I91T!vV@e#Po#+bwRKY;y{@Ofr|bn#<)`k%kkd
zTux{aaBZ-;p8i+~<*KmTsG4?U@#*z>%M;_eYo3QO)?V`dFz@3J=FGCRpPwDu*ql2v
ziNhFdboJkKhf14}igFMrS7<*A5Q$=;!0PvXG8$5z>sfO3-FuolEe}GWt!vJFYHpKu
zI}n=0Pi@enS_#}ZIjJ01JaeY1XHSVk{`bn-KVPn&w>%1dvg&&hF1dcro0eFUHP+_>
z)c!w2kaSLu@uDkQ<UVY_JY836`5rLk$$9(2?*|pu6Y`L5-&Z2(N}W$gw??$B7<=F9
z4bWK)I?4&oP95KZVL~85&_hdsYiB&SmadAbhhbV~Idh{z9E7CL;WU&Tg@jidsBSOJ
z$gGcYTj2Wp*ACN_#Rp%XHawrC7hoiU^k<^JyFP*AdKxjqd=YYmoRrTu$y=k;-b}BS
z-eL_Qb8#{MMq4Ed39Bxz@XgZyp9*S`JpBF;ZaJx9XOhf0sf$ZN<40L>N^A{l$I%Fx
zbObu4F$P)r>>EanX+QEVvJ77&6D6QMdsFW@%l318CjV;?tt;yXX?R^}XcC>am;MqW
z2_u76Idi-i_W1$7(dduz0p5;yCl$!uCjaFq;`!X2NYE<;S$_UXH%`xsD(i*YuL{<q
zj*FA}sMo!gI1^gO{hU11$)0u|YbPfwBp#prkLlv9;Njp71sxogr*}w_1-z8@B0dC3
z;4sj7>?D71nzu2{k+H-tZgSjP_b2xB2Yd1xMi3$p2yZ1w!)Wz@dJ=BY$4lUN|K_ql
zy_zxM__snB_x5*Z-YRFCErA0U2k3T4_3hde&z-9&yhCL7sB|@dve;|UFns6jHjEw?
zBJPS5zLS!LTWXy*IYErI=F(Hy!f1S8k4mF{Dsp_zGq8qLej=UlT^quEvj|rW+<eee
zR#x!lV6`@zyXxI(>oaQ9y_s|GAg`NhE;|*^<E;eXBHk&0ZR-D4DVd+lmJZtSbaR9^
zXYQXCEp*4#DE$mgfJlG%fB;n7?M)J*zPCa36M4lZLS@{R_gw{Pe^0bdj=VBZQk#pm
zu(jXT#YUY<<K$NF<LC&$R<A*)J37h3c^T`^%shCZr-&f7t<mrzb(`uRr-G`Qv;F3Y
z4~|fiRmaV2+vY8dc+wdG8m(2(Air|`rEJ)qkg(ccEhCv#h}DUP=k-3IxiYqRs^Zhq
zwrbzal3FLEBtPGb!(vhb1iabJlH-TZ$G}eebWsxAY0U)NEZb*TVYQgGYA83NncxDH
z9CR58LBEe5UkzClmKZeSr5}x>k!5k2f;=v}YQzc>5nggeS|rJlH#!!}tbC?yA_l5G
zk6)A9BO##CJO#@b7tukIiwOc9&)O`7P7Z|<uDSE+)RZ$aj1U41+n<m2rc?~gIW=PD
zAcko-637q9Cd6=>l_WYkIx(BsY8T^phEj5Z|9V!6ocr+SfIzbC!ncr_=g*I?PPbe~
ze06hDSX$Y%LiU05de(Rzi#}W{z^(0>=*c*p<1{g4r`&MU(*UVl!^W<kuCin{Sro#O
z<=Wn4{z_ni_i)|<h1a&dI0a4fbq*U1E;{aYnZaPj=H1mM57bZX`2|?juuHsNNWdGd
zU@%~|7<#pOgYN0A-vYHuXd4b&BQf^8*R!JC24<5(%Rt>9wNOkm2LkoRc(Fq{?~1il
z<;u+0J5vX5E>3`UFVVGs%T}HFPb=)HTKaix&daOzY=JogG1+VXo!V}i|H6EY4FLvp
zbNFZ(S(cD3S0#49a-w*y;q&k|HSDB?IyFYixm!zC;Bx0|PlLU*n9nU=+r@zxBl$X`
ztmknh6UG_Sz9-B@-yda1NA<gkdY$ROY_zNZ>q@c{4wKH&7*?1x18rZdLmEB;5Lo`g
zh$Qw$e$**8({W$X_Ju$|n^ChH=mo@pQgz=10c|!PPb64|P++yYGY7V~N^yO<KMgTl
z()EWntu8;4<#m+~+b3$ibsSvSevvDo?P)jw6x<%JPDJds-VnhL?K0#E_S;>e#ISZ>
zto!n^&ak&NBBDt}%cbYn-PH$w)FMucT<60U&S(dCiC>vGy_+PDf*K^Rgr?b&Xzavm
z-gL7`#W<C{DEA&&H<hPfQgXK_^gcKtg>1tis+UP&*^1i5ZU?1d^>+1&Ziwcp2h0sM
zXG;8POJJ}iYjet9mCr;%#*MH2VH+XUFIq)0sKl=&f7VHm0#qsmH9F^r2dN|JAB5_{
z6RlmYikx1Z19le(lVwo+pda+AB>wp1I$$%!OOwkY*Zt8jX*!79p<}ArYOe0YX(HLK
z2Q5_Ikv&|D;nrfVH0}0<XAlQ?^A}#K*4=fd)Nkk2B^_ehw_cFI2XI9nPk!W}1+kcs
zwogZ)YReDDI17ggvm1{!7GpR|0G49=@^$*suRwpa16hzMS#ZSGfd|B4XCRbFJ(W$@
z#KZ9TSnroVc97g>0if4%ANrvkV<_u&pm53X(9}E{YSi#2Nw(v~XguDYJ&j;$zRHF`
z62MQ<w#Nk9D=xAuEL}VhQW7}6f(Q6_CL4I~>SBc8-7w@#w?r<nAHJeEw=h4iFkgH}
zAexY?K>#D#dOlq2b%4nM&|I;+$XIf^cC|kc1Gzb>&^9OYSg%c2u6^*k%#kK8qW>=T
zn$vo|%&<4~8_z<yC^h+XtzGKP^M~+KkxH`vU2`<SpjKDa^w@H`>NWXH6&;;9I9EFH
z)s`1<`X)c7POB|vDiuAiPb=_1Y&Of_@uD#%0gHvQjS5!lWcQ9DlrX=YX4p6Ibl&)v
z32GpLHfTCX>lW7wp3f;o!!q2?L$k67CW;wIxHD5B2HbbTz#U~dT|o-D?_w3>bkvl}
z_13QD8|%j>U^oRF=;5QK=)*u$_lkj$UHZh|m_$Vf3RK_@yF;!sXLIH2h3{4>n4#Dj
zP40XcD7c@0-1Mk`Of+s*GEi8iI%Q=ma7ExqZaXG#^s@*_AXA-ege2sW?iF#n`copm
zQt9{X&>v4eTOS|}PR+tQ$dY`ilC^bFW7cMe?Ra^y?W*dOry~;b&KC^CZHiXdJgmR^
z73OemIQ;Ls^^MLjf&I7St{34>bOmNnO27iOZo2V*y^R{Ml;yhxk|rPQ@Ea?R=Ru|}
z=ycVKf3{ro)*T8UHHGSpEo}YIR{XoHZRh|D23;S&_RhU?D<_2UO_zp(vgb;_EH&m$
zWlT=C$2+f<d;oUoWxDp<Yc0r0ng$@J<Kw;RIam@Q@`P6-^sJdz78FSp`dwr`k@LX$
z?rWA}SdO|DW8GmJqt>+56l5h^BfGnjUIR9^u<scF9uTm$SZE5Iefdxj*QA?IoK0xC
zabPs^+(yy}G+V>ID7l>}de++=w0<bafvqpO?R$iPi|dvVfnHZrBTK7Zx%sv~{+q6p
z*THXO#v3o|hT6{n&=MUzMyFitwcLHq)NoM@l+F%&)36*B>8Jv?^{FuWURs*1*jMfx
zf<Up(2|H>?Z@p0~k4<%I(OGbH8@?*3-k;N`1hO^ow!LGzyUV?S#@j20>uySFnu2TB
zwE6z>k8{Y-<Ju$+vag`K_l@q@6P?J=7nh}q;m}q!kp>&<Nd18A7D>30$&**N4e~^$
z3H!)Us}#S$jDuzMu5M%~1VcHyl+3(%n%m({d@5xPqvai@^F~gy>F|XJes`nOyQr9h
z#^%*Co|J|9>OgGsDahf50+lpx7RSNO9fucy#sEg2y(+=ROXvvUTb@uDG?|DoS9Lrn
zPO`sZ0JiUS+Z#qu(Fa>lmyqPtcDvPITbnUV1G>CA*Pc9}!swwQjRCOoMV}+;s24;d
z2T;ye196uwm)Vxrv<3B!rUJ{k!i?{{G-Da}qLd^;H?LP$6jHrx#yd%vuD1)U&-M$<
zW~$bH_%zDEV23NAd{Sy_S+N^H-*~<~X4tnW#K<$=>=m|=ed~C2EjjP`U{$M`s(P*Z
z7=NN^x8qDXQB;8%pFl7Y2F4dxAyAhPNY#HA<SS4wb1N^zQM*yqnBP7n4w}BG++-S|
z|KN*<`35rcv9Dh`08PElTq^y|kKQr54*l_<I9yFj8+&25K}%XT>u3v+VCG7S?`StS
zr%?iI$#+x*E<SNJ<#?^=HN#!3`Ij(=g*qq6U}JlR92^`H)3^G}${);Z8w*`PdFA~I
zbdSdB=^?4GpgJ-G55yuvk%V<`ei>cwoO4>k<!!u_tgwUf=Zn?!2;MAyI>sxL|8S<0
zV?c_&7hE#sS<9Ku<4;COJ2lK!TQ2o`S!=1Apli73s}`{hv{%=`v_VmVc*;BU%hNs#
zqeu7ef+I&+2e59^2Haw8WcZNBe_{Ij#NUd%j#Li!2V16+#7G+@uS2)la_@C_{IFp{
zTWM!yd-61_V{*toTr+BGcD8GN(nc;oY;FE9E!n(Ez?L<Q0%}M|dqn0r;7u!E(Bo)V
zi||>zr<Xc&-vlF(;)Q|!luLmV-G@JI$fr=?jqig4K2xrI!U2kIFx!2hNZJ6h2z|@>
zm%do`tT13a4ZPyG*%YG;rDcgPO8Y)zTB$o<pT=&g`0|i3ft}4&rWW4MgYM2WZ!Ely
zmBKKjhAZQ-810<mkQu*6oa)mI45%(+0#>F-)Z7<~l#6MO<4Mf2NY;wImK}@40XN^Y
z!@@JfKYRX*%)^(xfP?eJ0UJX8v4tH*+J+9Z9!y}p5`l&rY??ELo$xXlA?h^QtiiP_
zIySnzKrc)EGMM0;sfZ-5!qJXw)`TBuip0#ucUPTIO4vkpVyQ})l-n22pO0~Mud+6H
zqe&~o{6vPP9Jyzf1_4n4!tVnp13~8&Lfuz?8?}2Qcpr|~Yv)?G{xt{-4u-3ANSB;A
zAv799&9-GZ_l&=>cdx;S4H|Bu7%r%qu`%jeD)%<OOOWN<wIlX}j{eb7==xKg_p>4;
zoLHvLtiD@n^7Ho3jtF(dWa8k?(Eje+?%oTv--^Z|{ADg44x{a-8r8|))8Pt2s>IXL
zdhJcQCs=GtGImCfBq@^pSZOkHxz;PAD?nrvCB7SyhzB9Xiq5ydF*BAE)TU2iBAIbq
zujF8<81#6ZH(rUWJ!T^Fy?(S4wiM!fY6Wz`a0ZBfHtu7_hWvMz_e=O=i9>euy70(%
z)IZ_FIWFF6AyciHuCOEMMt7Llh17+6mVVulSsR_y%I|-lL^io@Os7_GJ{O(F*6>IZ
zc|MC-t=8SvLF7@G!K%T7NtY1peAVCtT!6QN@c*B<`}&^{5KQXodhgjT_)-mm;rLDL
zS*pb7hS(M!tGph2y1pl&yL|#5$u^HNrKp5rk<5sF_|7}yY&{{YV0ty5;;9z_?=RI`
z!(Eh;<aYPT2E}LA1&-o#)H_fKO(OoB=$CUK%I;(EpH*l}0l`W9H#qMP1c?cZR4(XB
z`hq_`Gp29z>D-eV0FxpOa7pHqdri^*v%5&rh4#EQ>D$EiQAJH&x>C&5JH85~_j*KI
z8+~Z2NiPDPD7F?O;Fvm3ab=Hqo>0>84C);4rq6Y^T<>!jwz70kJowfZ@LOcxWlk2r
zAm8c!Se;qgmktlH9v2SaAiGsTUD@Z@%SioSt!XR|qn{}C2q%?qR>c{`COjsgg{OGw
zXu=r!*k7D0GrzrEZm6Uk!tSYZyveDp6<yF*pmrRIT=eQ2#`x>8wDuQ4<x*H&EiX6S
zLjMwYgg^)Di(`=5_4qGT@Ngp9hs6I005&Lii23`3D#PSN6_LKAo{{vN*NRBxo9~Ns
zWf6sP+JZ~o?eyay?8c%fRGLR)#_*10I-|9a%aL%2xbVa#{p@0W{@J4Ukt8+4Y6*#K
zH|j%~OO)h}uuKcN5A?bLE{W)Xng7OkcAh8@0z*kcpnr!zgKvjgHWwB(gpb<qnC$mq
zs6^M#Xr`Dw+^!%!p344x8GD<GPsbc5!L&`vIa@`#$m}7CLC#|=CSz=YwDIvb6SWZ2
zHCEcSptF{*Xet~e#1{NdsQCAVmcEy<>9U7VU6VdzkeXeM;B=XdQ1)4I6V_~>x3TGA
zKVYUu46tDR`apNKB12>i9_{J@=M?_*K4JUf<cj>W^1oRNYcRQ(1}-3cZ}+Cj08yFL
z@Wi;e&s4mQGwV%QNe2x|Pyh+qH?s0;?wyP8hlZli4Qff+gSa5gCVu-&%n*(-Kg7gY
z)jgRro5h6uXcdv~)Ny(ND?d$9#=u>ekB_AmdwD(vZLrc3n#M&j;TVX1+k-D5!U}Z<
zmL!<zt@`x-_Gn{KgZtNYLO=db3KhY_c$$vd^YmM}zD?weZ-O2?gK@rg9z#?*d*Tju
zt)4XhFHYxTxj9sO3idwV&{6-+JSVBLOGcI>S6Dy?o9BL?SYsmP6}le>?5E-45A@o}
zS6j4&?XoKDN(M1=Nu;v+*myPW@0mq$zwsM<|CpqEzpmn+4?Y(A8RXkf_^<F1`xS-2
z!hwDjXEc%JJ656qCX$jkX5kKE$LZ!^6;!q*GDhUQqR8g?=%U8%cw(5yxXLQj)dtBh
z9U=cf=jje>lRLE0a<ga&DT{9yX-sFaMMji9YaJvCX<q&whXdSeQtui>61jA5)t&$g
zG5ABdYA*uffd8Ie8y5Lm=@-pOUw|f78!=363})1y<-UBWHt_h$3d~YF<&I;yJ*vRJ
zTf&k?U@=nKKNzrrk6=)@uCLJ`QLlBXpjm|<CM@1cJ5t=vR^!b}&xRLoA{N2{|LBj4
zfPB?Rr<?ch^UOnXLDxqAuNvS#X~w(6XDEc(=w0T=s&n@Uev21MBMQb8fwx%7&tC1s
z(K(RM#C+7O-XF;|@)nfhcR@aWVqQ0B`}iH-q(idx{%>XRDVG76O(Gk-mKt<pay;AO
zAxSW+4P954L&!ry4Z<_$7S@kM_>)qE?l1o(1O*@u|M8R+7IK4Taa#)E&yi)3WYJ9g
ztE?8U=02(l9#!H-9oL}Z)GHQfgd;p=Ue<Hw)H)%PGU3f{YnV>nU4CQIj>;drZ-9NP
z-hj+`3Zx>?XYDLP#-8h%VgfH%*DLqrw~XT%eh1{kAw%DMrNt(GVeoKKHv$I&_x|yp
z8pxNE+(P7Ew+=HafMO>7ee^gGsnV4-FQ|8TkT9Dfnq0o9aJ0&AUMiPdf4b;Iw?2zq
zK!M)$6pctg*~Rv^b7x%W=*!#FwAXz|Ars)Mf{}~U=0K=xthbTit6WTX?if{$W*Sqb
zZnJ`Dlknau>5PurS5w)$xaJ@)Jv&XJchVF~aTFD6RSmH9bTocV^*SR3mT=nr1&_X5
zA>(8hsX}6sB<rS2$B`}0i3wLv&zlUi{mEu>>Y!J#O~=~}V_Au`w2o(6a}JB%@OKAa
zu(+M9G;)v@1ORwoTxn@>_zkdgG({Ea;zrofC9?7uqgq9-{c!q7^}L$>22rfz_Na(5
zjaGU0jyk~qRyFgUcO)X4$I|PRd0qxWtsBcPCYrfd0KRo6@3=6B_CWw6==@9+w7Iwt
zCX?FyNoi;NgMugbQEmomK&O5XPAu#sWkR`R-g!nRrSYUBwujby+=4vaMn9}(EgM<0
zcrCm$yZLCn73lARm<YXYZ2T*&7hHi}DvY1s19qe2Rkt^_>^XM@-J!~F*r}9wD3Rbk
zOSV@5pwbBj#_i=eGIa_|x_PW45l=<R=jEa1IR`af;zU-bHR{yj@X8Sk-MeLCBfiq(
z#GYz_vkNzn{Z2p5%>n}T>GoKb!%jK{>Ve&Pa%>1O``d7_`P;Bq0-dZ^_fj5oZN2R9
z6WKXfq2{FntsxXJ>P0EcAr|L+M_Yb`Q%lh5gDWXLqcWmF#Gt_42&52LXGbt`TT|Ud
z>(M>6?Ai-SQW{r_QJO8OzoxBxAi)-6wzpTiF#MC=?jv0)ZOB*#Z0?|FOdaRvC!i2i
zVanMw?=wz794)yp91iB?Jjcq7bL<lnIV_!&r=&o0^-iC4vSQwa@9}x0)06l*%H&i;
zjeF&ZxIMahOA!s>EV|AmlSZDx?DgZMQNgU6a<*LWBQ>!vmNONhb;t~+@0OUGwC2z{
z4N!70XrEWswy_XTtCgG)>j~WoJfzr}VxB~qPPUM2G=H~_)Vy<faU|RkMv_hssk5iR
zaM*5x#v7XVGV}rs^`STXG*5HhIn{WrBo8?)9bN40#c{9oh*zcAT>Ac}(OOB35+$?x
zNB3p4cL&Q}d{|FU4?yg3#vlf5ZKMN;TQZ+<dv8e}gNBB-Tv>tT%&V_Y&k~$_<V3^p
z=rwq3RlR<*aav8Ejr7_9I)FOITFV(Ufn!t*=-y0`)=bO*EuveIJn}sfgv3Oq7%~po
z?`6;_oGt}0D3_C_3wv=q3@y*8ZjWoipMgdH1#zNHFc#)cvY)INvI=NBj`*el0B@sG
zL3*7MDtB(LnlbV1t{v;$g4Uf@z2k{EHOkI()?6J^HSg8rDS+xGWV=9RsUejYxqn^_
zcaMoe|BZ<jo>8{K+UEuZtY=GgZ;_FYfkt>BzW#X2*r?%TpSoA2&}+F&2OE2RqR0U{
zNQM8D?_{?R2gY;lcQ;V1H4lg*7If}1GD3M(i#NAZlg)5DSO+~<n<VhThW9{H+`UVB
zc<|UC3gPHDFXQEea9u1CgV@{#0(*-uMB6#|4K?J-BEeM2+{fYmUR+CUX+T^6Csvx7
zxuB#1TU_$GZ4mY!C*V-zy;w{vR8~{F9Ld^Qm8iB};4|J2?CCMPRC;)3&Zi`<-<Ry5
z;<3Q~oMWv(jE^>^R7Je45F+hfH)AW~Eoql6IMidDx%@3pK+ov?%g_5HG%-g@b88fK
z)?y#uAn{7ZoYG;KA$=%t7Yd~xZ*ZhQp9LFE(quY8R}eBy+8wp40;6i{kelCBDNLzt
zxSlu{aO){%(CC^VytC4rVyml-@9wUvG)U4v(NSP<wCK%|?14G|io~9A#6I7FE#4}q
zSG>u+rF}p&_e#^+p9<(&kY9c7FrK)B+5BcBcDcauC!A%yZ4Zpz@#0v6_2eh;H`c>0
zBAx+{%k?|Qb&3|a-Od83Q?Gv1aoe;ldF(gs90QqXnrO4oRz8`w_XGB~(thCjMkki~
z)pgk^E#Mz@>UQW;5cK?HBFfTrsa?&X8PIy5kc{gDf4RnUyIK1B6bhktyK<8pk;DvG
zt(@RfS5soO+Fg?6JuATKh(6t&%FE6D^plLw%e`A%mY1Vash~A0waD#<4Ek0f%a}BF
zr;KB{ACRO4f7u_5FNtmt%HGS2CKTHL;-4L-&DM>LHR*aP07+V0f41wK<UiMlx_fg%
z6A9joo><?TQdp~((7IPS2s(FPKGB`yY6W)QlaJq<e|`iD|8<Qecezd!0Ez$uD+Gj2
zRTfjjha6|S!{K1Z{n=R9`H7(p<}hGSDGBvnKsX};Qc_~y8Mi#sYA=f<*e3xN_uXhY
zGqEG2*(yNddqlQ0prkRFaWphU0oe8j5H#MsgW&-LotFUZP49ViTbsAbTn(U#G{$f+
zOjnr7X^iMZ*ZoO|ffXBS(|1zh+`S+G2HldQw(OP$0hlI$v##|{U=4dex{hYqnwXy`
z*-*Bu+?}m;0(2mt(KHXb1*L7wQ9%<xb%twDhQ=k3{}_@XG8b0mE&WY8dp{#jZ;JV>
ztow*e!BYyx{GvZcEsZN<wQSr|v#?#ddAGyU{ZrfxmUeI*iA&k{<rP6~>G&<`gKwsj
zyA)OQ-!n*MEM{!opKv+N7Ms`cnYEEU2$6PO2Ua;3)Wtv<BB+I0$BmKSu!bY=E<X*X
zNUUL>@1M#7`ms+5>%K?VCkUtn>QbOocl9ds34TYBEV_Y<O;&PR`aY6(hk{Dj2(0{9
zH}$lQ2Ar+#AAkZ42?HR9>wb`0ORHUma0(=g9dh!eB%CeXAQU`DK4EI!y{<%N`h#d%
zJ|LPY#f8h(nSVje_`jg$HG?TYe`EqGr3KIWjlpVxSgGU6LY=#Qfdc@-9N;;>`0|B!
zLP?u4{bYbhLnDh(s8KZ6?GYXL9I5i)_0%%o`)I9_3=GcfnQ4`AgNl{}_K??fpYTJ4
zvr5mSn^A5NutLXt+0E>sE8JMg6MOP|awa!IN1{~o^e@)=-fvLS=sZ_!5Z!!3v4B6y
zvAo0g9<}~;Kv!vU$(^g$%-ERz)43vB-CZdU3cPi(>#XVK1()+k0&CAeaOk^+!FC*J
zT;5z27Q^TmEBCY7c!1p@O*i+nnFbQGLiH68|DNp7G{Bjy=D0PlRwAFG@#pIMk7s2i
z8ue@Q?@h(W7(#a@_J;kv!eh^y2`&;K$C945PUPXdn?D!@YFFLhQMabb6cV93&GEqX
zgC*Ofqm_*NZt<r-aRc`&RzBrR7kVSwl()L17B$`wjA4csz9I1NX)15g#~;D#X6Nys
zV-C9=FxB3MZk+G09gtN3nmQots8U$oSAA5kI|BG(1|}5)p#=BsE&!)iS5*8N!vwG`
zI{VI^bFmr*(STkOR$wk8JIL>vXWQYV^cG!@^aU9%QsWn&Qq+DoQcXeu$px`*ct*Fe
z3{!xrX2+U7iTUK@SbFA6N!e*{#IsG#U-L7p20*pPCd63c6JW3$>*hw2+X)STl9(&j
z>ivbf$LBKAMd3eT{wP5z8+JW1i)Ku(b-oq@R2cJ!4h)R@9A_64K%KJLC^2Wzh>OIG
z{tf+wuXc-|D&h;@co9@z(CSXasZHY>%_&~xVJ8ZwDe6`m1;-5W->!;gjUrl$9@aIr
z2<6GURCu<z*a1E(EBL>|lgVg#{KXHnceuPD3>HMUlN}P`#vDU;pfk^<paS{blaHCY
zwq<H9yC{ag@E=bKgxBo=E)PezN^y^GVFrRrYag%|!OTD1K|81-!ex0?5<4E_BC~Ac
z=?h`A8v~l(myH`^HQ^oL6a!<#p2~}wZ%H8r5`$a9yFc>{mR-ULw!WWz45U>@s7xUp
zNEJL~=e`U^TSKmYI#=<txW+7~UbF)xK4@0%18tvpuE-Rz9re?rVqq&tDbcdA^_w9|
z#<Q<YfBQ7e^>&1iM{=A%`6BiQ6_R|BKiv1PMIszv82QYi_*(5Y*|#OVFNu<&kPs3Z
zo&D*axf-J;a}-DO(jz~aOwp1sS$kLsJ9`eg)U&?+j$?j?UX&`8tHpmvk(kPb<zgt@
zm4EyZuiZ!wJ8~c2w1|A`$|yo#>^r28+_NSe?J!{yj_=b71O6hT(wq$(<m_#L<=(?9
zW~h-?H1h*Lds}$_2e<kQW&A}5?%O|^_b6FC+r`i*<mHdde9@FecWhgw9#3j)HQeJV
z%@i$J@Mw1O*Ysjp4D-l}Ft9P%we;o%ODoSZr+@#dcb1|9qkv5D#LA~D4VG(a%oLm!
z8+zFcsI<R@?a=)YVOh+b4GtD|z;!K9($F8TYmO)nO;oCXvl4x1kc$Wh_X8e7_tirS
z{$FMUto9e^3P}YIDSeUPkfz;`!`_4BsmPILZ&?D`L`s_FCJ8EqRq$iX-rCq%seFRj
zByqZ1bcRi>Dd#~HzqqccVuD}P4C-OIf`twEVQA74r0Ll02TqO*UAK|gm%*UK=NdMJ
z$qRIz;yjU4v<7-DD^$!SpZQMH>}+g4Rv^k8eC&Gm>!mK=cBbI&5WegRQ_SJj^u0??
z!TrHO7ugg3-Kdk2_x*!XeE{VueK6yjd>Qg2J*eEEGf7g4t9T>eIrBzyioTwt!37)W
zOudLEId2d$V?R{DoY>W2BwDbg--rhZS}_l|RSwBk$IoZB$==pps?}E~0dWSnL^}G|
z2^m3lSsKhiO7nqr_-ZZRtLYo7(_g=SuYh{rssp&s{|wPK_!@+ky8Ly`BP@)k5q-*I
z#l;vN_)_y<Xdn|kl<GBXGN->GmsX<^E1*X>XGK$F)IHsTm`S!9eM2|jts362p<gQ(
zeUXzBEJu@0i<Mz^(y$?W5*eow3sVW&tu<rsyPf=iEnuANNWB4*;^?xq!E}`^*%PI}
z??RCfv-@iD5?G%}{sW-jDv3+pYV;4P{2!=FaR2Fhl5F$rx9)mM^5RXH%aZP5w0ahe
z>Cc%2qn0@=T1|S~5<YS?mdO7G6XhoFsnB<ai*?fRzkD;TpPYA^G|!Hs&Jun*8BG$G
z5nQ2)m9^I48Z(WM(Qdaa8oa&|EMHtpqnA@b{S^iiUh4M_`cFs*igg+Tt0U$43%zo+
z(m%w@Ke^@}5hjiE`N-4~p+{y3QRe(6J3#rY9_5-}7rTtIOf_UhM*>X6zU4I+#~Q%m
zuFo(>9BGchGvy}|v^AUXaapa%nH?A_p$^Fp5_z198AHt(kN){eFuT=JjuI(8*F;g}
zXXk#;@Q3NQ-|{Bv>qfxqZ3@!OBOjB-fmHzj)gMZTnHR7Bj|THEF0I{48e>ZCr~vDp
z6`b63F~Z5rE!}T+F`}d+jor=NQaWF#k?Vin_JStWMoh~<L^uyyZ$Liqab2F9WFK$h
zK)kUq(&v|@$-8E$JH(i(@)7!`&sEb4q-difX437x{?0co>;t1tYG}!$k~%@UM_}Ew
ztvugJ-r<-Zk<B74;-B7#(Vz>nI|_}dGN=MvRxx}{ys?>}9<|xNKVN_}b7PMF+mSfI
z!#eG7xmUnGoRNe<n_P)53h?(%3NTFfE{nues@nTc)ZC+Q=-RDsMJIOyu%?7e+$x^)
z;jAkaf}`-CbEO-;dwT5Aeb%7CD^%R75E730nEV$WXD^4iu|E}2n$%1<v+6n%J4%Xt
z+?JR$89Uoc9I1@x$mcV!<K@&Q!0Gw}1IAm)OD_z_9M{s;v>xNX!k=O0p{r|gw@VF5
ziF1F%gwe+H`09i#3e~Lm&@*y^6SIqf4sM3y&#LZOkGG-^+PMGCOMpZshUOa*3vc>d
z>`t)JE;-1csIQFG%J!=e%|u1q`tP%Fk+JgP?pNkzwRKWRdVbE)TVh#wdD^a9A~+iq
zOGS9*n>r)Z4V3{ZWiLDZOr0+AvY@%6*<s`B1~E0=BZY&xg@<~T><F)=6pCuxBp#L8
zRU@}&%x3M@Jh6QViQH95<>lphV=x(-fgUm1`QocQzbkPczwu7LRI&b_UHriBf2?~0
zy-#BXDF3ywzj&i3`FqaD^upj#{<a25nat2%pZE<J6AWCO{7fh*p0Jqq`93=~)|0UC
zlv+iP2{DVQ8J;NhFp)rJF7_KvAwH(YpK&Kic<dpeN_IPBq^P_mI}qp}qx}0d@+Lg8
z_RoHs;mWT1@Mpg(eU;i`-q_pm+isWftqY50qsKYN;P~l<4pmjClxg3^F^+wHbW7aZ
zwf~pn`ja&N8}In%@`}YxkM8^G0RRZ3Bfjs*6)$YXw@iC38^7m1n<6m(^*ZH_10DY$
zG81zmzVL}Kx37&_>`S)kk=foUFkMzsxrD@alkeHcrL|P}ZuRiABqu8!zmZN&{<z<6
zzklm*L<<f3D#vXW;_!`H<(J!{`*iIE1D4&a=gyYD*8<rQZcGOF4o*JC{la6$VL~=x
zPfrg<R<a~@ajN`_3%)13XQ)=6eE?0)KGZCvBY!+6y$AK_<A*JHi>*+TpC0v1hds*Z
zJIF`3;ffJ^W)gS|LI@E^u@`;G@Z{6!&$=bX97+xHg056{{u}Igj<FBOu1cBbRu`&4
zuZqN2(2>KWOh8(1axZ=CC=*cH4;DY!XI^pF-4xqC<FTIGm7i1Be9gFyBZ<3?WXYnX
z8nDflzDm_=#le;y@lo?$z4s3Uj-!w${FLp1^ZHM8>c&x6oVCqK%a|Ecz{}y87?-n~
zGq>}Wzo%bGGE$*jAH$6n$G6U1FOVLV4Obbrjgfm7Z`#;D8<&c(j2?r)645u#Q`?hI
zF=jl_%VF62IN`J_{%06^hgN;4mq+1i)^BE-L@QL-j#fk3>x{ckx!mt+B2hSqo3#Hp
z=RME!uj1hUaRMB8pjt@z@wAoH{;Os=wH=4qYgJoiwW};<>4dD0J>8T8uQYv!wNs7W
z$gjKVloWlm<O(fe7*AJa(pX;qdDXpEka0B9vumO@x7rLH7F)3y&V~hJ;>+ox<jUO|
zzW*q_UyLL3uA+ZLsNZi#b>GH8*e=6~ozO`|2Y)!2Q1s6-@2R<zx3DX~m~fD%fAX4h
z*xUb$s&u=rwG8Utw&^3B))C#dL}F4D6-pY%<mRSHjum{Y+$uz6z|pPf=FY~htwq;l
z&Pv*?wP^h`_i^*{Wk*K^LF{t9Vwm1e1rLaEBzw$|#t**MqstSw?!e(&mX(3eG_CrK
z>Q^25K&)@6+w)kf60Gvs_)sgtZD9;`!%AJr<6w!Z*G49T8d@q^dE`^57&Cg$#@;j+
zt#t*CBgQb=l<mK^=j<>R-v4_s&QtU~jsvRi|C(ZSW&?&fmk^jnjUUAZxZptolLk*y
zo{aJ66>D3Ubx=~<vdq*UM753N1x<D{oWS>*8WipSe6{}hn@p^3U})JElAohUV%&rT
z__1EZuVc?s>Aiq$3Xh7g$RYoIal04^X`eTX<Qb513=%cRxydwf*~+&cP4-7{MtaLv
z**DuT5eG*1m|a-F@SThreux@xO0ii;zSYbabbT7+xr%)Cr;up)n2PY8MGp`Qz}5cc
zIPM?)i&FU%`WAWBiZlwsNyV?2i{<xbbPAk@E^ezs86Kb#2Um;kXQms{r4VnbAYEoE
zFWU1RO{!vEkye;KEq~2$b`!hul^#T&M(fcdoP<EDxalW3{E%9s)*R_guC=^k>4HRT
zzm%|sdVbz9$dl&AC+Txz`65u!7@e+`BwL}3sNn6sCEN3l6FcH2e;8KGaU9xBK<MIr
zxHK}to){6JXmhu(FM`6o)2FWot-<y>>93BIX|8R`KK>&?)@-u*U8SOv$ms>k@7HkL
zol%*~Q%D5RWf@!*7GPBEO1a|CFO=l7WH!<IKFmw;%4sFnoH>OJ>Xg<wcBg;H3VIdY
z1RY4{IjE^npx*b90cDwUxM=l8%6c3Q{j#RUymQM}(QayNaK8p-Hw4%%JAf&Hi5w>t
zrD&(^65FQ2hzC;9Hx`|{_vX56>jb9|5E7d7$WjwKjFJJvGe^rKUh^l@+hYXQ*S+OV
zFsQtmVSj=&hz-!dR?ph|Br5U#QDAdppb)6LkH?Fm;ZGKnzV#a04(W~YxLj2riHfnh
znHoF4+kw&Wx!T(+yR6jHcDkz={(>0l@Li5x11dQ$N2teL-Q9Mbl9`VgP-J>*&{pla
zUd6|QPB%1|lAL?Me}!<Z0m65V6NbRT00C*Ld!5MmgOJ%R4!WrNp}km?*drFq*mT(D
z2D4cM286}|pmn?`=o=bc(`M^Y81HEiAh)wxXu2+OYTPVjxvi&F8Os~FOGoY$I38j$
z`~y~bAL`*M4+uD1mmdeA<VB4EiruAOR})&=vn6ig;yUE&wa4bQ*jqlOH8qKe(w?VB
zP6hd9PtmwHA(G8Z&3pg|!FjW!NuF@8DX$~;aCcQw>R%LUWUN1RgDP@`f!7D`^wxTy
z5btKujH#}uO?Vpl2w2oN61f=TSjnR0sm>MDDhGLr{4tYDbQ_u%xQ4C<MV5t0yT+E8
z2G91mvOfnne0q8$D1H!--#c5d8Ni#|u!CK`e3{o@Pk^LeS$@_~RHa@<X%ineQS8V#
zRDT`lX=3qS{JF*~l5`f9^}Eac){<iJ5JKj~p%%pM$WptUD$ptPTakqeu+VQP8UeXA
zI!>Gg34Cq{7|A!c6gzZp7r&>763!a~lX6Dxr&B+D5M2w8UFrb%@xGW^qO=%b0Y*6P
zMcu~*V_5_Nxe7T|7A{lMw!ILIDtg{U@3ZMMV5$ueL&t!DSx!;-_NS=4pMh`VuqZr~
z&r-3(e)^#H{I|q<x8T%n7=UsIQp%UtRMumP7)o*{$EqxYgy7NsatNB$hx3g}TLROS
zmQz2s0mxAZbbU7FTq4iV+<HIJy43!*^?KJHKxLX#q0sRno{j$N<=>QsAp1*0>hnE2
zIJ&BAdn^nFKr%SGz^hqbnyxp|7bcK;d9*<-jmrT|_^nY%E5Rh2btd|=NFAG_bo=I}
zVY;=rpl#<>@dGdMKo0z0g6aQna$tFluE}+|EDzABI+)|3T+z`qk1FMz&-{4$J_I{*
znYmh7H_aiQoOzI*DxE?1qD>y!6Wab_si$LiXqFc;(SK*BiK}3f{H2wm=j5ij%6ry_
z*+o-It249d+wGgkbgB={_NeZKD1HMU&NQoMu!(+iHC_s)_Ns)vlTTo402y#q68nhh
zSM<aRe%i2XsvUI0VkEq<pZCe1N$A*+jpnOwdG($})TATIr3j74eW)ELrN(@sX)xBS
z))m?TNY^zT+Xbwe_m*Xdhz>?o6n9^zi|2$U0UGk73mD%=`H^aXf~c{fY`%gD|D_+A
zFD?yql3BM;`wyMOA7<(o{qJW(iAU*f&vPWlVMpJnV@oc!V<&EQTCQ^{OyoXl?8fJm
zXk1NA>k0?0m23hUcHj+o0ODV^p>uO_y+GpG)xuXkep$E3_t1c3>#p6bWTy&CT=8A}
z90N>i-ow#&xLjDLv$od$4Q)qfA+j5Q<@ilLGW9}on$Jz)u6uDFbfHfK&#j0&?FWwT
zfnPg5B|^4R91H-NEUYhG^50dKIBG1GXr$o&!$Cb&<GLGl%!cFxe>(CPOqRQrZUb`N
zPeLnB9LU3G8(cbL7<lmKJ5u<#F@^_{uX96>%d@$M1*7NOXajN`cF4VyaQ~=L^_DXU
zIz#UEBC-sj*e1WLC^4q0wA9puK{HOfTzh>QRH-(Szx0=`N}9>i9rx5R<>cgq)cNZy
zulJwk?@j|VV*us5lhxBSP5Z)24=+SS(GQsc&+SX0SYJW3!xr>?w!%x=>IG$78W$N6
z+LtK}-dS_{dK&TSN=Ex*>kO<7ZY%NpAaD6FY64wuc|S9Gi=gp6sd%1>rBJoqnwsy?
z3HX$0w(SYD#rQTq>Xr#5>BG$w6Ad}hS;%Y@SAU#E>Z_@=`(LKpi|U(WaAMK?;z)kx
zqjX-1o-5KVwh&S0bfBtUXR|kboF;rl)0<T;1sv*kPd7fx?nYn>YIe#=fVTfiUFVOM
zxpd*OP;$ai#{=4LoLWNg&f6_*Ok27@**fz;YR+D1_aNVbG<_hSUhY9ZRHHWv76wQV
zm5nLrO{w!q5ik>Hw)%6L5}4tBhrxH5igvcU^t9A;J{i^x$f>1%C%yF)bM2m7L8DH`
z(Mi%;P`{teE;ED2AmY0D1kej#d>#afmTRyRqW>G6_rAz8B^l5u%`bg>cian$WnWH5
zmfao6ngb5ns%~uyAY7CUr;bZtj^~mfdtk)j`fM&WaXE@47~I}h!fDY6j18NcT?EYm
z><Z_dX@cbprRZr9I}TJXi}8QfC42q<>5>61iQvvzTTT~NIMq8?zgPk=Mfce7`F@c)
z#9)u_yvgx0`tE)z)bqCPb~Pf>tl)HWp83}Hmgj)6>Dc)EKB3N7pTEY;W6*GHfOXs;
zGd0<DM?e}HE}~U#ex%Tzzbl}xIb5y>=1LM{ahi_<Bco>w?@7Xy^H4{K5VJ>C^6)VK
zZ|Wn#xz!VL8V#x%(_KZ0m~|wC*<lf>hWOUV@6yF_%WvKo=_DPzFr9gg$x0dXhBS;_
zgB-bQ3TM1f@3~r{h^WkfODe@^RUU0-9(l4;oSLjuQkDp@h8~wJRB#>X_FeC)Ug+CF
zMFBgz@42=&i7G#lFWz|>U^}YU)lig~I=d7QGB3ZC?qnIfx$NEUc{T6m)xGD$t7Gn<
zCD|L}Cy>fwx=cf1fDF_ZC5^CQKudmH@E?ux4Y=WOLG670+%+1BJRld)dV5{Wg^7gW
zZ<h6NK_r0x<pUQfSrVWG5a829-=cHFEVJRs?#E28ff}#xLCn1ON6gH*ocjnTNuXFV
z))C4cA(froe77}Y&7^(@9k-lutTvxG1_qO5Q`jW9Ok<6DV~DJq8b1T0su~;zla+2d
zJL3$lr<=~FaV?RuMA5HSMimT)fn)s;9S&6@BiG+A<f&Y@c%+GD6(I|;6XTJOsQFq`
zM(to$vFc(vb!qXe{;TSHvwU16%c@s-GL{w)9a9%tt?l@u4Dp-cT0IjBT6o<EYh;`W
zgmiA@7jhN>xtNj7jre@%w9mVEEVSY8BADoglWH{UhQSaP8-;LH|493ofRkQL8%(pX
z%Ka)Tuab*Tt8(!83t|-U&7b@V2uG6ygN;3${av+6oaQ)y0(~gSdkgs27ng+T-Q%#o
zee;9F5DZA{Tt?v2^v&e5Lk+}YNdvZ$JQOo`qC{h*mCdtIKv5Ba�f*CM!J7|6XPS
zkjXC<ib5@icR%Wo%d53VUB^k|*T*@mhai;&>yalA(Qr;M%;?+h7!oimi)HsYq`Vl3
z=-1-FvlcTACW|#;82{3>Umz@@A2&4GA3*f#GB`}QyXu469ho0_0L6h^9j!V^TNL_^
zA3P7K=?humLb}Co9g?;UX!mUf#6J<ITX5yS_o?rL-I;NoJRn^Ei1Bc9MObBBN$rsw
zG67hy-vFYVM`0)_MV7_duu-9C0#b{vdCN8uP_s;R9-@@wC}lzm`Vn(#Y6ojAZCfwb
zGTW4z7V838YJlOggyQTpURp(RHx|&<tQ35g-u4jEstIM*OP4O@j;Tf?5&!0Z`LPi(
z@lf(af1?d8sp4tW#@9DL?Bt^?X&d^J&Y#=R9g@)*D$P>PjTKSSNKH)I9AyX&?@TJK
zccAKV%Vn~$zd)Qq=h#4hXm9lZMHunD{`MdFbsK<m{|kw{|BV!9Qd?3^Zh5{w9L4ZL
zCGP98wg&Q_(x2sW)1;pjY{m%(n<3qes7k#Sa*()qF()&ARo}z0<`bFU9L2gEyHnck
zqi?HB1CHjJ`G9GZoD%5^rz!zf;0{wL!c=k%F_Qyy*f^t6t|~NIj{Cwkus8U_Sz$56
zwJ|4$J*UI}r>?V(s%l-|_7+8@q(QoC(cK{pi(Ihi*dX1dG^m6$Qi}%Z?oO5NZVBlW
zq#M2oviI5h{Lc5EV>rfym-*Jb@8`ZAuTO?1MXzbt@zji_`+KYfnJ|Vb4y7zr7z#GH
zU;$kwaPET`N=10)yF+?P2TU{tcFfDjPOb74jp)Be2o&A9KB#;5o->;HuRFn76nTWj
zm{`J4j|4N$0WOJV4Z3nQhJd-UI2eWbL&4&NuD&CH|4>hM^+VDh&K7u9J_Tf|IF?~l
zGfBBYaCpxru&rgKXswsz>}mbPrMl1}TRMxgJ2c-B7)~P?M6~BqX2L*^4e{cgV^^OI
zEYtXqdEQL9CaQNKt>6ZN82Af#Rx<}v52cDYRHN2kj<(eDttRo0M+Y&QBGgGy0X1-t
zWZXXxSA!+tO~B8DY;b8}m=l&U)XGA>5D^EkCZa}!P2$`yrnqn0nDNj4sk*WTJZJxx
z{{9m9Ms{5iS`h)o#D+)b@P)#DCCj2mjVSlMHABLLe^v_DfT=qjDd0d0UVf@h)1#B&
zv8-cNAcO!4Zr9}*!IOMZ{4Bm#eIM&Rk!%sMMj3wHV0&b=<6#tn-aA0#lu4W*?+vx!
z&<_x;f>s_lw-Y-C1u-^1&UzA^?4T7&TPJ;7D3OSyl_CTh<<wRYNjmTQrX2B8E#ZU?
zD}^}XqYN55$8;Jr!EvtI_Yr;8U<~6YnlvOoJ5sklOG01%E<*=C>JRUg!Ux%&>?yjz
z+CPOiw8tgGeajZ4SP&A|KRu+AJ<O2WF>*f9g@dL~i4dEOz}0HU1(&vI8<Kr!4&q`N
z7E!bu?v1`C;qi#hYIDb*Emc-IK{37zlVv;bdry0XK$y7n#YSuR^eYMe(Yd_iac||U
zz<sViFj@{&-NhoTWtWHGOkryt#YSoxfovtiwYlV6uw-Ga5-kk#colL-+v*UK<g8WR
zywQky6{!lMB}s~zjYaX<&qp<IxDe=KBEG`3ng1_)rP<8e<Jsr;vJz_?MW4WfD)W1z
zd|x5=*C^Wpk%fs3`6@@d^3T0HpJewn;j#N(eGBAJ1<we?+8S8ZWXMN>U&kH!1jvmP
zs;3V|=0l&#IBC5s5)ySY>-K5OLWJ;99^!ltyT**-!)<@>XcIh3fH=vzj<NVP2UlB0
z<3P`^A!SM|^wyQ>I~LeuCEr*|KLxqEYn5KDXVAmuCH0VOJ(j<pJWkzX&)HQE!fB;G
z^aR!>v9z!49T!SZ;nPbNA9nfs)ka2*jBeog?01ppy*(w0Oy2UBhq@mX$Bo9|_jJSw
z=ZAi$H0{geY|ZnsrpBPGeQ*@Ma?wb)U0J7wx^>$7v0hofkFcRf2Ov80hW0l$OdMKT
zBy7s>tb<!J6vl%Ng}J}DCMU<9+a79Av~>5$=g)U!D7MnSsX5T#51ECuCC_U-!k`IJ
zqriVYQaKoHV=AOIzAWa{zcRF>_37Dw`6p^y&9Xl^%J_n-&|E@iuvBJWo--Yzs|8-_
zk@9Kp{c}i*?JxW)<k(T;6VBJ}WOkJQ3~Skj6!}lc7|M<d7?qLrcCfF>H-Y+<0B@2t
zFBNaPe34}|fhUSKx#_!jz79VQ|4In1O4^eB4hfi*vnWDU`q2wboos^+LVikx@xpiM
z3vxA)7{pfH_|;z(_)v>go26Z2a7auYdR&b#ucF!I?0;yeO9YA0&6XxfEtI<?!gvrN
zN*V2TDa84QG%lGFeY$WhpCcsSsVy4|5ju;azCChe4plZJxO%dj;^FWN6oOGD<Xwk%
zd<Xav3Aj_S`^?uKG2flqEWa1r|2zd4P<$a=bm*EQbx&m$o0nCo+EI$tL#A~&6H2vs
zCeqMME%;y#WbVr&DiR&)p-;v>Mh^^SDRYV&>S-^=W>*<tVo2p=v&snIIq2!c6;mZQ
z2-2y8PF{}cQTq->WB(!}=gjJoj|HrrXA?_vlk$A=bWgr6{n#?VF=S&cDSkv(W|A+=
zO)fIwn8z^|S$RfBgJ~07*;?N>D854(o!0_2b7v;lk4WNrmP@$iFoI69amxF9VcqSB
z|IAw$dI+pMBmUR^;lta~w`_SQ8z!4($O>dfWlpz@sN`2WZHE%Hl#gt((jJ>Y!gGFo
zUkN>c@2ghc;*F<O&ELa<<?v-zmoCPD3=;F%Uaf*7t0~}ZLfd2NsjHU32ZZU(E{}xe
zMoKws_+kS_TNQ60HavNXm=<MMHKGOPftZO@Ox0~KDj|2$Xh?8$?*XAB#ik?vd{DzH
zS?bOSP*gIm`P)K@b0EO&%5Fcuf$UeP>e!OYwcsbh=kd}guN;jXzKT%Z2>WM;n_AJc
z^2fhl>D>+MpN<xqPXNo|!&IJ?@O@;ow0ao7dljTX0LffdWeTvL<ETYfpDlE#CKc$&
zWO-E*{!8FnFMe5LBKCRdSfpWm+>|gfU1+JFrLKI>qLw;c!mM^H?oTkE8zgy&2ps5~
z6UoOI^0ScKTax~2B?-*1=a5)isu7H^ocE!2`HHS*nMNa+$2QZrxk5I?7Kl3>kgII8
zyv(QUOBhv9Gq@bWaQ3&lF1PXcw9>j2qCUJ<_4YNR`BclhPv}7bL$DfsSibt|H|kw@
zyzc$o)`_qOyZhUHd4HVJf0y^O{=)yuPEAOX@FiEI-fR~}R8Gx6hsr9_8I71#GWhIa
z7E@p^(QaC2$2eVdHEcirsZ}W$8yFm=Myw546^Lx`m2@)2)-Qh@-iis7aCs@61W=8S
zhe=`}G@HXz0zp)tVQ0qH+g_Fg<j|5$oygR|H$L!w9^q9Whn=$OqPhb8OSN+=nU?tN
zDW)HnjS@-f20Z{_z=XRiSk)56jKAcCb{8BJ*XwlzjuRx>W@;dcg<Zxt%ONuDSMF;X
zP|Y>cv+8!r3k+dqxZDX!n9-6_SyezHQ1S5&?NOQB+P6F7_^<nC9E-SbylW&O@!hfU
z_f5{1j2t=Z1C59%C)$>{6oj(}Uj52_@v_S?R2DstY@!7joP{=^YR0VDqp}xKqu{mH
zk)j%)&I!vAk9J7GkO3p&pGO+?koiV&r3ncLU^jmrFo{AaZU&F>z-Se4bUWq9_+k0V
zCR7O_`$Tcf6Nyg6+*Bb@OhcK_LyjWZ12}&k1f=f8N0vdD+FRK1<s6bavjq?$cmC*u
zz8b%w%6-MT%FPdfzS%maI&zc)WbsH^X}_GTO7b@1`j+~Uqr`aEUb4E<O3WDGeo$<V
zsyGbF<ccjp>jbXl&(RG6o+tAE>#V$+@(;s*CE+VX-H2`Ybp4AE+i4J}<@jTNLC(rp
zl{7US7L^B_PMV(q<{>0&sgPW|bS0@yL5L!TnIX$gme5AqMI~!TVEs#@tY`#VY*jZu
zwFIr4LnJd54Y@nxp(?vXj7CzP`O%jQ<Ia}{mvN1tqDaokK;+#%6CNSfJ8E|4u9
z7mDmdU%G&OBC|MAp=H%hX(09^`EEz<?d#kQMK4!$`uemwN^BO_2&`T+bkl03;7>@d
zS!-&a&DaUi(=1+BP`p`uYZkBZS19qm?!)ktKiyv|`1j=ip_9<y@WE=tq+u(kx*7h4
z66#bA!H{K<NK62YBz5Dsw?ewIlH@@!UWqi(!My8GQ|UKAVO{oAWwfZ<mXn)`nfN&d
z%unNGJRRZK3I?NGah@I9sBs&o#3O5%E@O~Q+c}f5#dsW6$re7V?~;nvP?>H*w5;yt
z=$ejgic%;jQeykanQhNzS(*3Ex%Bw=jWBatBA^H>hskD|mU}|tg@HZ(M{@GY>shbk
z4QKPW|8#vt<!FIYk-w^2?j4?&z&w7qG5{&qs$J_)XLm=kN5@(s%I%>`UDJhVLNZ{%
z__^2;wH{8_^;Inm^>bP1P4qxp1*DvcJGHI`bOk<~`Vc)j%t191t(SqY&a9@{E@h}!
zcih*ivP+WoYo$Rou}8x~e7WVI^7Gd+O5s%8PfU5N$@5T4*L<bWt+3$e%MN6(!uUF~
zSwA<Gi-;h&`6w3t@M;VFF2GNm5yf?rc&me@o}{42#At9V3s%knxHwDz1QTgPwaTl5
zLQMjc58Mvk(Z1)s*C0c^U*VYj`>X*r<66S!K1!V%mS?%?%FQk|uMlk2w2TlMm`#PW
z^RgrI+|K!qn{7t+rEv^<a9wNt(%W3oFj{&Fv>5X2*J1!zPPtFFY36|hNH%Uoyho$5
z21!hvoat)Bh&%38!cLv&T1HViX72{uC8#u0<ul9a63o5c<`Xj`vVNW@Pd4v(7KeXB
z`FULsyN?YcNSHSV)zB<;#Mt!N#Vh*M;cd&`GfakzypJc1XytA+4^?KtbG{1{R&4+J
zoCgxCYe1RGhM3vbYpQ_&wVrvM=Zmw2*}KAQRoRSVaj?-o27Xx<?ErOM(v`x2U<ExN
znX&*nu<?5%Q8Se{sP0&s*2$3rjRFyU6VoWY7|qVG4q`b2cpBgA>WUBoWB%S#dd~E0
z9{#DdPH_YYii<EayQsR@<kv#tnQpw5i`O!r$r>MHZ`9|@3vBlsDQ|b?T2f{%^%1Vw
zPRfc<=`~o~{kre&&%obR$MKU38o$1M1cN87WT_$T*A3x#oEwGg;bDQX_5^>9Z=nb`
zAML94@GbokLY?K7z;RihYv-Q7Qk|p9Q6RLRt1{&tS}WGQ)N^y)O{$~kwke!y$|(nc
zF;rC71H6}UH`neQN=SD^3BW*e3st)h+zg)|s{dEuMtE~9FEmjSD8%ls5lF_kAqX{C
z>+H2@+{^>2TxY0&$cim!;bx#Ac#!vU3haH*^Z_o#hw3+wh4}20Vs9YzOFj@{p%YGa
z8B_k)wp`X848C<8v;^2|jX#+O=gucnYt2^xPK#cHjbp1ZbrR1}+rHR{_rh^ate%JY
z+sA$YMeKa<=9jOr=0}o=^+v~V5`nYN8htuI0OI=|gV%K^yrO(!nd4;hg6^r9vF?2`
z#!!??N~6qra&)kdG+lVXZSj}E^(Yce5>KV=f(`ENne82XZe_F_(0Dm#y8v*QAgA?H
z^iVuOvy&w3V{CTh3^iO6jtveCDAaLsj#(4-=HN8^YVM6`;=*RH|BFp-C+ROhy8mc$
zQt04<04a>u?H5pp4l3vj+#$tEc|{3c5#_-(XVJtS^>dLkRRmQ`W-~}}SO>zv&IHr2
z?JQQ`LUcMaa~!ZCi3v-voC`0ua9O&{XjHbT$mo_;NJf*B&sYQ(@yU>kO~Q$<!*XN~
zj&!J5t2$5K+gPS&6(m<(oK@EK8@OOd5k|=t`_qQ4;K%VGo!B__;Y?@0oWdn6cGD%=
zCv7)PWe%(Usy$ny4VFJ?<Fae@YXDjd;Jg;=)HN@@FU_WQ?M=<rgmD5ur1thXf|t*?
zH~p8Cns3%x00J2hwps)5p)Bp3TqZ}K*#}=9ULjQwyE<Lmja8-pqe?y!u<QZ?80b$^
z`GCxpWY|l)mRgMI(ShU{jA4LwgFpZIlEmZn^@S}!Ruo>%$$458HG&Ddqgys>eg#|&
z1#v(spK7R)^$NZ>iD&QZV*tH?77>!K9&1CH?%&P^h5=Z`bHGn+*!G$#H#Sge0xdKq
z2fWysu4{&SMqGPaK*WF2b$my*0{qX9R$-+=*@B14nwoXy_{$x{%KGuZRMox}=r7;t
zj*<j~^B;dqdUZ=+p6nJe(B+**?5OK|M%`opI_iP;Jt6t3^#7aHQPMxZ+;#U{?y!DF
zh_)g&%mMs>dAs-VB+L})de7e4jLV|?cR=%Dq|wY;Q3Sk#-D;7tTLpHkK3>{Zt@}@S
z&9O`2=$69c;?sR|*r7{fEz;e8Xs3fn-F6u$F7x^uK}gbz;r%LWTSbjik#RhT<>>P$
zxFg}2hn^YHXYqadH4ghH*eZElZH@bJ(m(K=qa#XCEhPj;^q69>-r5fw($Hl>?aOeA
zuB7e5R;7tr(PZ-dxKlnkwNGiSG>Kw3>uo|@C(qh`taR+i_Y@>St<sPY7u<cT7&K}x
zcE5blx!j8zemp4bY~|^P%cys_1g=17J)3*8UTGFV@=0M7`z{@{*gh@pG@;o^izLDT
zTy(yoetaRc0l<|60LIHRl3AYslR-__Y3$qFscJB6wx;Alu}1Lq_mj;iDO3`*q<#gP
z@6DIt+ydsB6GLRz3aJ9Jnoq+e@2CpCu3>h+KI{2BJC?n@-i$04p8u7)N<VRXkl-!o
zavP1qNJw_JaC_bZL_+GFw||Wmczx<8R#V-n2LQrWpoMt=*^_8nFVd{}JAVwsx&S}V
z2UU*l4iThw(-K^<<;4k<EC7`Ywl6!5C$CF$0|q6H!%zr7ObrLA+s(5hz#}eq>+*q`
z{o|OnI~$g)qulY<Uh22eW`Ccsu)y7&Ryoi4o=TO@u0X<WWp+Xw1dEB$w;vY-U?QkH
z)0@ri-ZNE}mroI219S3^A3?zU1I(6!n>5yIi1=N!rOgX|RM+`SBM=4ySc!UXjDbfm
z>6hK~q|P+}CKIqZ3jhNK3I{lK=2r;~sEHvB$_0FZ`}1r_tSSN9nez<hxV+kSz&3HE
z^GS<eg$6Mc4?#_YL3zqOFpQT=&0vHYCo`#Y5@QVtN$h!&BFdSE23g}xlt-XT?j!I0
zbaRnMY3sXsY5fCIh#GSq|2hy47elGcm#lvf;-H-*sMv0VZIDA_-Qi?c^9t8Zpc=<~
z*c2hTT1M_g5v%YhAN*6X*~?KbzdTsuQ^C~NLe&Ew2e@!|)Lj&koR$Gw`}F28A3(ar
zsF?zQBGTW0qJx8_3KM4U?Vl3<23NZmBskb>rrEYvs``~K$F^RVX2!<H=pRqdy`8Vb
z&zqkBx+HLiW;MX*b=sRRt8`kPsY?9#LRol4r@{miy~<2^C|e$h+zlY<0Lh*csBlBc
zdy`nNYMZg)Nn}F19~7v!<q?8O=lkUgxBG$O<h&Lu@4nwSDSL)lA`9G;x`LD`o}vu{
zz~zEL?puHugnma1s+cL-a{(ZFcW$jXx$Dvyne(hyV6XD0`^!dLSr)w5F3)x4@Su>e
zBY?dFav@u%lee_YgRBupW0iP72?~&&`EpghmlHet>!YLXS!>;Kjp?0T<2--7aKSd_
zz67M`>bGr~r>i|@R)&FapRR%*#~;6eQ5!Q=*Ka0MJOQ%M9q0#exO6;*eF3|fN=40l
zv%@qsF<v3pX&hUar_?lu!Fgw&X5RgWJ^)1ayXC$K+VeL!y}LTRL&MDG6(#30Zz<Ja
zcza1Sc!$$sE_N;5RcF-3x$)@9!&JnJSY^_L#Sp^>ZrnZOD)1Da_UfB^jm)%y$m6sY
zM@5<%%+V+vK`Mqn;v`kcInxmusI((12^&Ou4l`*vOn8!!{d7jL0>xfO+u{7s3n)hv
z3nGuF%9zkp#ZW1Xw)J|il3<C*4q;?Nv6VGr#-!`4?&_<YIjUwQ(=+}ENdt`|$j=GL
z8W6-{ap%>d`LV^0X~-5*D>{~Sg{=ll*ssG`D`;Yvs>;rzIBA*0c;}g9HH$|E>2%B!
zpcC!uh()QWSLfTwj8o&;Ao3b^rYf-k=P__$VtKu`zM5G5v!HNyChIyN<3;n2E6jQ)
z^X)7u?W<&}Q)Pcv=Luay1JbpMnfIR-49>C1`%G0<G(8ErM7kEjx<*90PEp-QDa?@?
z?1J}FGyA#JMyUh!2@r<+^C|UJHyel5gZN?)n!%@P{3nCWAib>oguOD^^+;cjFD-SH
zWNP`I%c9MA<oc<9GJUsK{>+lPx8h+M52yTDf{f&S&;b!Rs7-nr6wVFln!v!FV`<m4
zuoxJ58F)CMDbbAEreH<Vn&OcqHO!jfuWlhg*UWg}$ruJWWTW=&=XlTC*J3?*#MG&l
z8Sva2gOdrRSMa+;HmYdk7bk%v!ylh`f7i4~%*em{`f!=gq!11N!m|?cCz{=Ph>Mk_
zwt$y$6d_x$4S5#p<f7<HaxsB6QxlWyBp!5075@s&qSHi1Cy|-P1_un~7NXKj{e&d6
zDk4GdfISHK%Eizv0$*jO8s4s@w43*5iP7dZwf>`%#nF!ZOo+#*#fn^1>}h;7^uX6n
zE=FvM*L8D=hN)tfy{)o|ssw&r(-i!SQ&-l4gcf;y*6h7Fdm#d@H6Jr1Zx55E+MvQ*
zy@uIoQZu-=SS%aAh-9xg9uZCkX%A2QceVC?7QXFHWdG;I-leQvfaCcCH$h&2UB+1^
zzGC>C^EN(eiB0;Nv>!jOx;8xI2ol(tkH70L=hADGJ|Zt>EU`*zjPMvYhjuJfA3w@6
z-=XFpg`EIN0!MQ%{E5*CHcXw1%<HS#xZOTkMdY-4x3hUwX^w#!+cD*P^XGtZW++ET
z9&`TQ_0eK1HNOcTqb`;SNBRrJaE2FebZ9pX8M;eFyBUbIIkZiKM}3k-gAO}2MbZjX
zjml0KIE+sbao;jx;L@P6*F>IB@QrfPy^0lz$W}8Yfbq7>Zt!}h;dwrp$27Pz_xcg;
z$uj}wY<uWj1`p!Fz5dzw)$(r`4WO6dvEasZc=p+j#=Oc>nHUG@r4^MikLxWkXd|%3
zg0B@Sq?eI;FdpSoeij;9$&b0ok|8s#N+K#i&+m%v`j!pdp<789fM-J~@r{W<R8%9?
zU->m!ERlvE19rmXVtdWv{0JL=sPUz+;DM7~25XtGbrNWwQ&_3bQZ-0=^`<<j*RVWb
zRD2R+Af6SM4}x1-gt`8?9p!zu(~0=}sFSD>-6JR^)L5H_31<|`!fu@yGe=Q+?Kz76
z9`2JRp#+qNk=@B9z*i6;bUw&u_w#tM{llc$nlg$nUUx%*y4dqKAsoV(M2=d7GVeu<
z^NR}R$F19NbUE)nGd(h8+v#A+ss`Yr%a72qOb$tEwKrRCnWNf}e3vPsFO}AqY@uA|
zVN{HMei|Ri%jUVlJid&JzW7vnRyH9-!dAx^j}{l;*_Yo1m5zryd<mBA591JaJP{9Y
z$rTAOK1lYA$@6?I>P^W<K1kb)Gm)=4DsAr59UGw2IiMm)J)@et(x_dy-z#NPuz5|>
zEZ5h&!hX<U7C>2V707tt^?l?s>w<CyonY4JD&LD<t)m2@yZMcFPn0ne{hgNj@i6EY
z?e7201Oe<9xcv7@CW%KG6ywsKsxvGmoSBN%-Q_wRx&GK@=-<D=C>cNMDX)sR^LO-2
zL5k^4;(p3i=Sin+V<q%(H1_#~iesp59#KoAwQPnui_!PNw%Quw&~)O*-`w_dp9aD~
ztz=RbH89xgq7~BqG_rw?pn<i&HWa`_WxB$uhO!;#nU@eH-#!Jl2c{J;gb|;Klt4zN
zsv@OhyOooE+(JCCYi({wKT_yV!3gspY<HhzV$p7^HjZpde*rw-O|8E88qF0NR8;v6
z=Kg2D=kZ-`>7O#0%ReYf9umF~`3$Msj1E;feSUP_4h@r<=;T2pv=R*N+Gw9qmq+mE
zi5f7>AFxq%I^*Z&a<aturrF$Nu!xo?KUY3ThtjaYBMt{)RkN&u^$H`gX*rw^##MLU
zUTHVQ;^r=fPL02ic|j%K!b_q;r-dD76?GXID5%k;D4Ov(clXPFx>}(~BRn@;NIMb#
zwA~_?`PQh>fus?f==(0o&BoVlzJ4#ijOa?wx4F{0XVooI7Lr%DaTs+H_Jc-l&P9@h
zm*z?Luv4gL<W0krPT0k=Ex-Ls6~;w!{98-9|Bn{%Xgr10Um&dyLC>2S_BNiVv-KCI
zbtP>MWyX(e$#J!Cn744rxRGuiI?5U<*z3yen8J3{U*>l+wE3%~nf7FUhKr|E`>c$S
zAbM>2oU9o5w6o|x49G-{4<<2^F;&d8;K;(IwHQM5r?R&<GUlE_pqPxra4^fU;4pF6
z6DgLXlI5cs9jR2*dc1}7>uA`hR_XmjyMw_?>VwDNa54G8tb$Z=TU~1SuUbS66QPjd
z>>dBtj3Zj*t`fdGN^2IQF5LfI&A$vAT!OJUFdp{t-__~;mSHTJ4;wkKdFfoPw7gO%
zNf~)wjD@dESL={3Y0RabhhLRkoB{|ma4GvxtRb7^jXG=B8-$h>BkFyt8ralpheJGv
z@c4oLDA2b!J9`fK&d8Vc?2sldIWpTAQI$E(&at>q+=$4nE;jdxxT#hLgs3i1+n~p7
z8*-<Rkxj99zJBQd5)++Y*8H1HErwyyzPdIX2Z5%hyfN^$gK+}|uJA=xi%uH;c%EzP
z5(6fVUrzBml83R~S3rqBKo3Oz1I+=1-4v8@9i!7#YfvW1faFSMy$*R2?2I^|J35(q
z8&o3}^*z$TM5c<NSVx+dAVNVkTNRr};t5Q{oK)Ci$}LMnGNG9DjofUZ34EqsTuWzI
zno?dH{za@WpQNStszsKeObVdfqRqRUi)OW4uRJM#J<G53JleOX+kqIj6~|qJY-HcQ
zho_2VDblFrh55^D2|XnLN`*?nZHiheDFZ~jHuvqqf&&5EYHKT!9&H#lEMTZ1+yn+W
zep-4D`uiKc=eu?sxQ2Z9!u}HR|3P%3RxqkXyEPKsqEJuAi>XooU(6;lDRC}o7=9NB
zf$?$o;#ts-MDZEh!p<bpl|swm=8s)$SZXbzQwbm?W-Rg<WAq@7bgfZNGNL}m4R-7J
zd6;WycVCm2YR1x6UgLC7Xs%073(O9^9C3XjK3i#PX0~&{BweWtgHA{eudv{vH_4ni
zizuO=8OQbWImU!9UA;jtD1T*8Z<t^%5P#m*r#z?@2RYgK&w%yk6;a0A1c~AQf_ed&
ziN9EbzvtwCI9nb1;<R3AXG6<*h^~6fms%UV#&C)z-!~-P<I4#}zeWGTmzSYePLv^h
z^Fbr68622$$OhrWdlwyMwI0DH0n??MTK0;h8%D{)A5Uc&*&nyJLy32WLG2@M)xM0>
zDus3=ug3|LWmV)(Mz^$`#u@y|_%o=uqcS$UkNBqmB7~W-NPIOAWamUd1t2t^earg{
zlhPwoeOn1Jt{OfLT3RXn8sq%5iE=E|opG>>vA_&#EJ$bR;6u-&>R`d>m{=sXay|8B
zOyIQ*S^c)3Vuy@U%?AE;aY87okUJz3L~~QkdlLC=1hp}>uU@W414|xQ5@jJ&4qjRV
zo0fE;GFtFffn(1%+^7U9#XGHvjnTq1=a=2{JU_KOvBnm<WzJ#^qS6ZHr2A<{Jc}hP
z$KY8|)IYoZbT|Ork$5_eXBA7(v|Fpax>pyZf>+_y{@4ZfdV36d@S;#Ute+MCO5NVP
zG)lh;&U|IftQz2KOw!A0NF-n&@^e({;ie;dxkuEsW%+~E;d#0ODDP!=U);w3lZ68i
zasL|J9U!fo6AjcDP`O0wb(Uoq${XK(RipKc(<D_Av}xV~aw?QimZ%^=A#3MI*3NM#
z?h&sxiZ@ozl|-RlTwc>-H8^b-9RDEQT2NB~F}pGx*fWOdZXT`e#967NWEB<!F*MBN
zFc{j>a-^s1d9v=svVAA=->7R8*G$(1M~KHlBTe%Pmp0r+B;2e?T4X($^!@sA3dmQR
zndBw~)DXzm?c%!IJ`;Z}!uXvUxxskW^~b*s!Mh>+>$-P$O!mBId2SG{7QXJ;gy@%3
z#ELu4XG$IT-Ip3N8^vPI-_ym=068@OB=(FpR15_d;XQ$5;*R=TISaF_Cmc4a{77TJ
zB(vIBHyM_xQJ8z7^vrMC&s(b1WzUkpnHbO@lsXLPjBgJ^**r;lX;s&#&fD<`1bbuk
z<W4G_DECh!martXwfyn<_wx1_S_AY7tMVY#jCyun8FHiwM;bNlB7B?ozBigw1JMbK
za+&GYRu}u!eyD<`He4jXM+v08@59S~$GiTq<aEX366G2bp43rhpT-XX6(T<L{BZ|V
z5g@DDKM>Zr#N^i5%#jh^ghY2p+p;%9=4`Q`3c6|2243c(_?VdP43Y|~V2JeVObvf9
zua2Cv<E41~BQ>Vs1a)3T)cCl`Xo~<zdVR_fyhz4~xlaVW`E5EoC~vWRb33sJ2r7uy
zeSR9+ZrDCyLLO-(hd>-vTHzeStI<>9)H7SEQHmSc;{xc|g(99}x&~HplmwLSo4;XC
z&wlvGdI%LC20a%;{O4{N%aTc9b=9W_FkAs8iFD*F=(%TRhLcZ4MD#Ccxwvh-X&i@Y
zg_WM4@wEJm4krjDHSUOmNv9K^84+41=UQXPCc%A_ue=$%rjtGykna|WFr|q*Y3vb`
zuMCu%RLHyHBUzJa4oGJH7(Gf!7>{{Gw(URQBu~hbXUCDW9oikGWbkfPBf6)D*<Aa`
z2Q1>rL4K+@+m1k?-7f$H>q5};xVSKJoPNiYfcX1wFDNbWc_RDW&FpXTV+$HOm;1w9
zd?ewENMyc@Ie5@K%{58NikDfrV1%zsE~~}Xo%2{FKs3IR&BWnn794dk=J%E(RXW@k
zq1h@`#z8h+jSUwJ4Klj(x_Lp!Pdp9v;?XDT#M7FbcEx}SH=?B{Do!CqYRxOFVsQD`
zlXdoWMtqQI6m-otLs5)AHTt&!KdmOvzGTX;BP=g7k#eTPK2^w`D(@9UoD@L<wmlj7
zzNo1qyidMcCJ(>;Z)WE|7Sh9+tsgFlt#bMeHMctWRf21NmQ{)tJ6#(a1FK0$?FyyM
zflk%PtI!%c%#VET<W(%yUW36$Uv$n}+*3?d%c*pTqJAW1+igL3a?Sauo1OP*r4kF&
z>?L`7r5TY6mZU1l)j;mwd<jHTvt-$J1Y=8xb+NDQS7-$`+fFJ9AbOb$4JBl&T=new
zvajLJn+C3Nbpry=h`Yb)4xsd344aW^3HV`tp0s(`&+cf%0AIC`qNViTnQ$QO`(RYk
zQnVl&sW?&8E@?u}Pe%Y;?L?-eY7eKT)?8e-U<a1vqL;Z&qJ^f1Ob}2EKaA2^=L(4f
zjoz~HS~k~(V+SZ>Yl|Y}l#hi=j=>9!u(=<DDaZgks<1GdGLcpk<K|e_R94~ZS1Sk5
zBVSJPe6#SXsrT8^$AlF`rqM-;Y<=J5Kv-jiAsnisgwsXP>*+{1M^tSH*6qZ;x7_Rn
zRs=3TBvhRSRA5#NFPyNnCMOwr{a1Iw`wY%K@bsQ-J_uBFfA|fRd;Kq{9K*zriX=29
zgCMsY2y_4~<oHc@dqN55-|pq@jFrjD$b4}e5UTdRCGI)6>%5aWYFk`Vb#-+nMKYWA
zo0|@}T#~-y<AIhX-cA6utqP382-2<0Jpvf@bFQ6P$$V9LUwUx!LBh&v@qlVbVC$A&
zzU6HZD8KrhJI2-<FxS?TJZH0n&-GqC!ZnR9o?fvHzVFlY>+2U1S7+dnMcTOX=bL#_
zL~o=8h_xGQk5W$?>w(<K_nU*AWbY<b=xXx$;g{T;9!DUGMpJkd5-xN*N0L&?u>Gs`
zBFTAo-{%<#R&c!Kq>a~Qa(l^_vL8VC{_bqmDS*arwJ6f82n@JGTEh|tN-8u;O6<AO
z90W~GywW!kVt5&?Q|4i}A}m1SfBgWc`t&pHp+l6Pflo(V2<>AY#tMsOxVF^^P(PGo
zdSuL|+&Z#4M#U}qDp{+izwBiBTQ2(xC=kr`%|<3MH7BiCnRcXhQ(fUZDbt${a11m&
zG(NF1#kQ}0*)j+dZo{CL;X~5E(a$40SisMWSd*0+O^ALSPBdj<+{%ciJhBwa2xQr+
zQ9V~SQ9cZb`(B<Z-m~!7eFAPgwk29W{+!%a;ITJbXnv-1wfv<YK#xT!P9hUQbZShJ
zLAVonY?%r%cgEZ}4Ct#-x4j$7(93szDRr}3Um@>!i@*X%eSo$c&VN#>uYb7*sD5^R
z!#?4HYo+z{53NDe^1dHFefK+!r&fH$7gK(5w5!FRnMJod*_4@STmNnwG}l~E-n@G-
zxu8=EsPI5DrYn;zyaBS%05gEnZJJ`wfi8Hk;dBDMBk1j}y~(&Q$ZY|ek+)nwI9(e*
zd{)$x`KzeXfw07}URL^U%hAp<kkyE-cxT>0?0wgQuhHVzAL!(yRXuxq;qs4+S_y&Q
zU2@}{b_bwc-uPmysuzH{frdW{*4rg5B%9vq?PM^zzg;dNLYE&mC2x18RQS<=ELjah
z1JL#1@e8v(3-H#vyXUlkr^s6_;!gUcfM#*o<{<>`;uHls4#U1p?(|^Ui*fb+f|6#L
z+q+hXGk*WV+tL36Z$}LD7t07EX0LsplKD)uDC(25Q~hJ!M>ag{rU_4Dy=Xb;2Fy<~
zlLrx{GuVQSajIMrwHQNo{Kt^nl3?bp)Qa&0&K3qb=UG(A{B8ZmY0zj|xeO--T`lyW
z`M15H`U$7g+sNj%_#H8$1fvPSRli=Rc?M40Yp3~4OMKAps)vQhG7#*@Gq*`0qcITm
zDq<}`-yUJl=dogKa-_LS`<s5}a?}_V$8sqZs~doM=TWw`4VaVziKp!Vcqw4xpjTn{
z`}(`5TABb%h*{0rthT4N>?8MVOgxFVf;d1Ro6R4;wc?zNwjob9?){Q*k?8#wY;Vxi
z>*`zv(_g-6?Fi_z7>#nbK>^sGwE(+sEl}s%>(v?W&Jbd!o4REus2YC(vcT<ZS&CY{
zN4q+6BTr($0N-|8eXpfH`HueV_0?g=3xbI+rKBa5PNRVLp6X@N0mN7InwJV_h!eF`
zyOyaw+|Ny6pz-2eNX@0g{56m*e1_f+q+81AZ<NcdV`D+|RnV<+zzhOhuuNl3v5#1(
zLat78B>+7WV>nYqO6cGhGhmii0#+3u>%*dtnznjWh;JsD`JBv}48+=fP@D6tCV*az
zOoP<h2W251pW5}mp@$tTt&+8xTcwhx$ckQ?Iq63ZM)XK!Fbw)wABOpz4x9B{W+;=K
zxzesvLc%3IKV?Z}Ful!7b5B%p{~^a(@xw!xS?0<@R_p521wguD{{ZJlhV}1#H^FwL
zYS)h#6UK)oMZFimAE%_zbnf$E!tZAA6l&I~ni@V-jE%kq!gBQ0KS8^b*Y{buG!Oex
z9O#WonYFt87n@`Ca}uDbOz}<o;|C|sTkz}<=+`lM&Gk1yZ>f^=|Fi_LQ=Fi`7Z>n*
zKSg?>3fa8@@<l+uAmGjPzKNl`Pt^5PL4i(iwL3lD*-`*r`kamcK9H7~nae}NJA>G@
z2UxTu9J#T^)1wQQs$RkOODfoU{bo6GcaHCBBWXGCF0%z7u?X+_fiyl10-EXk$L~7_
z{Jx2*f^}TV0JEX5dg7{D^~zpZKtop1%{D1>u=JQ=-#2N2s|Y>_tW1S^O+M04Z*2O5
z942VBFf65uvi_jk)T^(Ia^Z)f&~%2fEaDdqAbWiKS@NqFVV!UWfryaEGCejC<~-U3
zD3U?o{Agc*3r(GC)3>wug&$P!X+3Ci$@62|8)B<wFZV+}x^;?a=mK#cVkP|#Xg!YS
z;+cLKH(TU>ReVJCSEjB(cKPF7J_nauDPs2;ApR##9v_Q~3&k3IA5Q4?iy~aUMBA^-
zqy0kvW=p@pS^Z>hVR_G4cfQ$^UX3(D8faDUoh5hiQMqZjf_SAP%@+bp)eJztG`Sdn
z3=ED_p_OReHz;}V0P80{zcK$iAs9tGPOVVC-vDYqRyF^YKW03<G_r7YGThU%1u#wz
zZ+FiE53WD{<UdJzyT&MfbP()q_9uhR?J>9bSg|hn9Q(c_nVrPxE>WNvkk7k7%sdnZ
z!g+U2plMA1ZowEEfX$qg^Q<i|cN^<^<bC^n_00l45YJ=!IRcm)cf`KK-q;eF^hb|h
zMC%)n-g~pk6felq)%B81C)o!N*0hlV&BnUkzsW})f@-$qXS!}Dw*zM2{@-SxjAwI(
zd9(9~9l6_qFv-qzD^31LBVg7+3%KL5c@3`69va9L-`Rxl@UE6UJ+_VKo8li7LBgCr
zTLGdiHqM&9*Yv4Gj66`T6P@3Ktmzk^ceb~qZIcX>)dc##crKF+26u9f_y#ixlmXE!
zpi^Zn5XIYGJCLsc+JSmETvCzq-8PnaUV<D{Xcs8P7S{zu%@f;VOP%+O9<?Xcu|HZI
zNFYuRk~DZ!7GlC!9;D_7{6ihf5Klf^M7W-YM0cE6R)SonlQ6swF4wc-Q<IuB2wev{
zQU>#sY4$!c!~;|AVeN@yfRp1gPM<f`{CIj>U*|l3z0#4GN`B9y-Iu@wTH(aVX#xqg
zR8O0=9bWo?jRgIqw-fQ5KmzZr^6JLSLAdb#&Es3Qr~sy`FPO!(J4Wjl+jCQQ8-c}^
zSPYbNuKvwkw^kHl52el*MPM*@e?pVtOa+N1Y`jFjMvCMnOE&zqsTJuM+4W=j)?pMn
z`tgnu)(9!p^0$*@fLy&EFG;t6wVdRrN+0lZ5sEK7aNgy;z1E!Fq<hh=SK!Y4z5n~Z
z&_r)_d#6hw?ec4@u6NZ+ml>Vo%yE+Lp|T!?mNy+uSMYs)vwbb(Wd4Fbho<UEqn*XR
zdi`KCUB2#hA>u--m+4EybQ~@OsB=g2mtdPO%jZq*b(>QEN$G9n9q0%`6^gXm%L`dM
zZ)S`Yg<SSd(pzr*#D2&3%7FM@`O1oll&;|FSUUN!<&Dx^YrS7z&oE_yQle9!e#o@%
zs?lS#+B0Tcx1o~6evIrPm4~9H`J>R`7yNqaP!^Kn_m#xE$^h=4HKPmq2PfZyC%l{9
ze6ODSIa4LDGc+GX6Uyhn<K3Cfbk{t@?FqWU4^r~N$K;}WM*QSfZEkq)1)fcCrF(xs
zxrg5V)x;aYENtkK9p{8JdTdaXGfv@=X=wXGXQAvt&R}wIbJ3-3-wG<@A+k_%FT@QW
z<}yHc5F4q4;E0@jp>X+pKnmkAw;9RT3m2~3pZ)~aAaB|nX!_G(M~RC1<BO?vL}(FH
zY>8o0Jr-+_B>pwOMs@d-;&c(YExBZM`;fCIQaU=Bfziv6v&y5v*t9I?R}#TzT<af1
zh-uc^Vo=oV{?^O?)oJ|x;{8`w^Mp!^%6$`OK3{)%(3#<Y#K>V(8-J;sS%Rs<H&d^9
zn_+*IMRWMHCRGhKzAAgKXjpw%T_il8{b7E?N$95BXZaIw{AL`gqp~FFi(DbB(gX6<
zy&t`ktv+_@L)<Nh0bG7<Go+o7wcj|?XH!1V4o-cyV>WC-)36;cX!?w0s`FM4Y<s2U
z02HbC|1wy}|0_*$cZU3ThxBM1%ldd%;ln<MEj@PjJxOHr<pVr}H;S`c^CA2W=ODR_
z$1)%C`-y*uonwd;|DpS66{F-y<Ovxjd2$E%HCvS)2?0GS;i&1kbPJ)lP*g`ol{Ezh
z?`tE9dZeDW_VK3TbWeRMSw1|-od5qn89snd0gekq-6ZEg3QRXm^6y0x0rZ;vIJBTM
z>B62BBO9Zv#t72Nw>mf*bIkI?+0`N%RG+86eT1k(X#<K~TGf&-k$r-Lp#8t#i5XWt
za^>cdru3lG#S`heBfbjDYb$x#RPP9TAHKuyi>k<f*987o2YLHEeB)Ya%pPAon>G_U
zY&u;L30Xz9WXr(7{s`z4hA?$1URTFv5B%5|mQrEnaJmwSB|_WCs8owKiQAtfMr}MC
zf2al)`joUVLByC}3`TgcqG9TKN%g!)!}jnO=SYnB>pS{iQwE600^%rnsBl?GTLY~a
z2)Fj7c%N#ovbJR=<tlq2lw?iL=7>|T`x8PuDq{$V{Hv#43ag+%rVKop*B*avLXHzO
zdF2pgUVKr1Qb|lRlUz87$Z5dlWO!K%HCe<!>i!9I8u+6N{XuT{U&F_YwonaLrIEcP
z5B=Q5b>KqaKkDEAF=aH|YNWm7S<?{*uIMPTxr$G>UZU%jlUPHiL&k^0H1#7g4o(8=
zPub(i7rN%l;b0ez^t5AD%lcB?d|`xE`;Wl3@`uBd`)ZQ^`a|D$#w8swlIQG+z-KI?
z1w-Fu`C`ke`ss8v#N?tL;n|BtuCgti@gT}WmuZ+u-lCX@25w2hZ5cLAPp!wJ`<aji
zI%hxc29m6Ee-%jI9iV9Ugms{v|My@Mcp@0rXjY%t{=$r#$us8;Q)<pW&8i}>R8=Q^
zUQUVjT>Px{d7yqmiVlJST%Cphzwi0y{ew^Mp72Z$lNgKop<}G7O4kqjnuEAGfw7QM
zJj5aY=j#IpR}mVKj3bUjgDXRgXfpD+NPu?F?weA}lSWu6HeG>RC3s*I_76PZ#L*5e
z-8TiOaIVgzp9I%<dyB)1xpD}ofFJP#?|;1?pWn+@IbSksrQ_onjf-Fksyl?Fd_-ho
zo0`O2w-TgsK*cd08E=$H_N||+D@>I6S^BnB5l3bE&<;;Cmo8jgx9Nvjr^gT3vj4Rk
z=x7xhfA}$a3-pL#F#wZpdK07?O@-F_BUm(U*++MUaT1-&DPYk?>Z~6054eeue;&fX
y&}MUpSkcjz0ITrQzFJ&nIQGDL5aw=4va`Ml{^aTbx}yB?hm3@Rc(Lf8AO0UKV7>DI
literal 0
HcmV?d00001
diff --git a/log/zPythonScripteTest/err_n_plots_multi/IterPlot__MultiSO_Vp__fwi_FWISO_iterate_m_allshots_5_9.png b/log/zPythonScripteTest/err_n_plots_multi/IterPlot__MultiSO_Vp__fwi_FWISO_iterate_m_allshots_5_9.png
new file mode 100644
index 0000000000000000000000000000000000000000..4881e2f224e85561fab4f9b96653c1ca20a6c44b
GIT binary patch
literal 33689
zcmb5VbySq!*ES9+21p5#5)RTO-JmdZ34%y>mvo1MFn~ih0!nvx3P^W%cQ-=~^SeR6
z@p<0oeb@T^;gU5A=05j1`&@hP>$-NpJ2`Q5R3cO)BqVf639up((!Gzszh95<0iXP0
zNk~UR^3jn5zg2SnzMJUu{rTtxB00{ja*$6EoTJEqmc>pCi6y{xd)7T}q9^-0;3Z4E
zo~&Mvy#6yN3z2yqOEJt(0v|UL#1Itt>k9+9LwCK?8mxWPq5t^%EE^jiY;UJ;9X=)G
zXxz_ZXSCKM0E;`0>(}p1@StD4KQ2N@&((VmOQdc_wr!gF7vm(u%7)!9=X2z<gdooQ
z<h6_Os05}3x#WieMV5#wV7*9cn4RCtzXvfVAWvBogtCC<uijWZG4w8v3@xs<y4Kj?
z0=0vj%<9I%;O9}Z3yaJkVc?I7AL6`3Lh}CT6M%(;^d_$f{1^#|e9WMg)dj21Z^#IY
zOM{L5*!d;CrX?+FGM;_hH}Kha@ei^%fuAUTJxbM%^NTTpT0SIy!==Usd5nyN^qWY=
z7x-E|bgKX5+a>*8W}pTk5#?)~yb{{Vj?Nu4s}=}h2z&mOGx0_BZY6HYGVhqJ>7_LK
zTCO+bzZawfdVqw4W&Ro)I2i~>?A?>%^TtiUO6nKI&!8Pm_mE1!V?~kJ*f4!&sS%{J
zG@Izsn*Ya&B6{K?RENham+PE~AB>-rw}GgI1ds(gMd@}-7B0zbqhGXzDG&RG&sA*V
z=^;-&ZB-q%mRi)g>V5S8_|m_dD9P#cXlvNEbVux7D$NKDy(JU5@u@u8;IiqfAHAZU
zI|K2nbY-DUSQtNP9C!u^Gl2bi!{+^u1Ni6r>Sl{k=taj;Kut<N=KF=<+ZdJ7NZ0S+
zb}2?h)1y5VT{5X^ymzt3DIKlJ?AF=pFPZ0?VTASHd-cy#5u=apY|Sw>P|*{xXZXI7
zQs=wRc`S@1i;6?#n_?EG=dZDozKWGNO)b<6{Z8>H)*l<?vn0EzYnu)}_Wu$s|6FVn
z!&qHb-BD_$qU*C?q&*Sm15)RfAISUt4zIyVALu&2db1g&ypu#@CAawY?#0!;r+!G1
zIU+-0L{B~$szxC#DKpndF{QDW$8jAEvVi|Pn5go0aBkzAR9-*;wuXSc!bT?@x%&CY
z=z-PxQS$ZjtY~h)hJQ?wbKhiy@V2(ro7-SMTs@~vm6i&Gn8;qVt<npkk9GJ#)$tjb
zC{n(B`5iFN%inXeigFvYSlUx%w7i~OSv&jv{Cq+mDf$Ju<{dOa@y<Oj6M4(g^6f4_
z6W|Tk^Cx66&vvMn>4d5$XtApexGwx*-#b|0>@9>=vc5K>M`s)?zgjth$u4kysD}xB
z-rBTfyKc9aVzm7xRK4lqy*)ItZL$(+x?I{=cXN5=1{*uiPwM1mt}8m|&X6M|GwMG=
zxxJeZj;sB7<MRVgu#&Ro)t34GMZTb0-%<XwBle*8jes;JA%Q2t7W4L^LHHcrF0%Fa
z9jn7OjT`c8w`g&icixlU-DVr(qvG`4sVJ;L@!YXOwfZ@?R@sCKW_PFO*w69tJ(tf#
z>_!`3_>5Bn7k>{I_~e+_|7N|@39=DqypGUoGbN=Lgk9fjw+S%mvPqpPr!PPhVhUXw
zbUrc<FfrKtabJ8VX12=BX;hs}$k}bIBrwo2*?KZe(zwQ9d!SZ+{K>K(nZpVsNr2Da
zMJcIxt+#=L*;9^m9I>skFqpG^^i^-#mYDemnoEoJedF23D46D_$c|Hb7SpzG?It}$
zefiD2h(w(3jfOEC>(uIH@e!`}%f#aseYG$60dY#>z*%Y0-EB|k6NDLo%%&^OtBnh2
zX_?qR*t}R@8Mc}zF?@tQ3oE4eBOR!`Y25c(IIZ3D41+M$p8U4!Pm1j1#^gV_gk#nv
zNd;_+g25G*$?Oh2U+0Ayq+`xbVJXpFt?Q)EjsesmC*syg&Koi8Puk*|`?!?e^}U+D
zv~;0J7e2wzajw^%6vPDIo`uzEaG^Qw&)NJw@NDthoz6G+-@$9QN%AzBQ(eC??F=uM
z<q1Vv7^DH>7?ko}j<nHWQw`+0HhG~n7gYFu?EBP)I!^Y~33FkMQ){3DcqBu1P<5VX
z4T#~(v)vCW3lZ|1jVDJb?TBMJSy{98V1XFK2^p6b!b_aQMJEEI4f773u&`zM*A{|F
zrk@R#tR_dtsIY6DANM!Lav>-{X5$40Ktw<z-A@kVq=n97AyU$hZq|!)8@!q#FH6a>
zPxt4Khol=$&nZ+$i@dZ!Qt7PYvj-iS$)0m%sfWmSzzznZpmgHMpR;1QukrYF_t^C_
ze|q5$X*lg|2_)8hH&b654{3vvoQ(@<rxYM)Pj)6R`uLcLS?b8JcW2e@dL1xpZC$vz
z?vUevaySE8&JYCA@-(!OmCgC77rZP8i%RI}9Bv~_*d5L7J{?bb|4!!sK}Sn_Ig5^n
z@d(o&-8wCuQ(dcHmu<q3WSz2~C+{}ti!5T@X}8J06e>tC5UPmM70Q!U6}`cl+zN@&
zXCvn3nCzkb#bZrsT?fHhC|mD#q<;X?$Itx1_gSx_I{0WAl58J{NHdE}PN}%g{1J=D
za(iO$SvMmni!e1h+nx3}*=PcnnX8N@unC!DO<bdpS<clZLd2jiW*WWZ^-E*4+=U%o
z*@jAu*Gn7R?9X80q#o+mLJ#)eOj6zDTJ87itj88Dq%#g@Gnq+xocOzwsl&w)Vy^qY
z2s26IWT+q}lSlH7do$bhdOCNh?mRv<n7_z8<_ug0#7Vwhy6tu!kDUsZLJZSxh~O5v
zzRz+yW~C+BPxV^I)<+~0$&eTAn%8qg`_J#+<)UBXuOb4n-?tlhjY}CNd3owmEn^Li
z;ItcvRJNI3KNn$a@!Ly)8xCjedTu{Nx~&9|zM8&oH`1?)(Nc?)q8&mVcS!c|M8=-1
z;IQ2K$ehoSf@@jT6(fmWX*s`IX@wM?B#L+18Ne6z4%FeG@8hF3#A!Sv#T|&zCHs1r
z(zeG1eYNsYLDQkPt$lRHS0rlH4^N8Dtn!9j>#{-go}D2TqQ;V0SikrN-0`I!afr_@
zLEPS2*^Dx3TdbjkH`AqAQm0EowJC(wmp%$tH-2-zm|+`IQZMm1+vIob8K^$~;90ES
zKV2%AhlpQjc2ZGMvY<$@(f2>w8m-n^Mn4<AxP0ce8*Az1!owPelw8p8_BJJW+jVtn
zH{dosV;k)>s9Rr{t+1?|uOCPGqS?r*(@lF<U3_W_As#Cgrv|BAYh7HPMomJeD|TIt
z&ul?klcmR1#V!1t<wvRg*LxnPTj-P8XPwf5sCShQ_oN0^q$aMr)mz79H0JsQIb+Di
zN<^D0{+B-O0|idy2=Sa8vy$k{3QH&{$Aos{{m-|F-`g)DBUtv8#iiMeohH|nMp;AN
z2wJk&O)IfA)1lUlmwbP2zAVn*!Qz#})<~ar=D+^RYL@o}i|zw#%jpX9v+vJ?=G9Ae
zTR!B#Qhqw^)m*g-xaHJG=FQX`&m%n9uCAOKJ<9r-9{tuQ%0MbfKR68}Oif~AR7#~S
z7VVv&#bgLuSpQ9#9ypRf_}t|4NI+O`EpcEDqkHVov%mrV9ZHF4P4Tr^j%+a~)Sgw{
zJuH>V=k${+|2G=DHkD(mlwMlu5I46mfAGmk>G71;YS>z<tY5Ki%h<NH`w5IIDF&T|
zI3<JXbbFrvyfs(=Z2#-VgPK&|Q(fq3Xe>TZ1Koe&IdS9R>O`61G_NUeyo(u-rQJyC
zIlc=d9jX-7efRTH?U`YSq1x(LqEO9spG9*9r)6M4?b=Qr+==wp?a{soF;oT6gc8(l
zQ_33mUY>J3UdJ6a-5yEG8VbQ<INvz2M(oXFHdbF8GjHKf6xnPGz#44VoUGI;uHS>`
zXe6|}c6qLL$0;I34(_pz+($w(3B{4;zTR`w>bva5eg6FWL2t`-#k+U0b(^qtgnipA
zy-LA!dG1y)UvlGe-?|%YYpC8$d_29s(p_O*Jl}5J(d!z1@rYzZ=(ou0FLyPqkNw`v
zUTi96-;LnK#L(HUfZ=;R`<;oiJui(LI9hPwG1ctHV$01(WL^i0?GB|nta04%G73_c
zjdhnKlqYuuSX=eYlwCpN*>@_=aES?_s)chlIld(*S4>}geO`**bTlI$Bujn#%;U<D
zSjh8yP@Ht4-mU%h<u-8$j;<%eDZxWy1@wy0C@R#a%4uL(hJIE|;prtemMsZ^2?8lw
zU7UD|BVAGRS0L6w4T$hD1@h?<!`8Ia$ms$HU3cuEm+(X)lOUb_)PBbNyXqoDZ$CVW
zUVjwGH%YEt=Y{r}3JRl3w>j>A_7#6C#drk{vyVqner5#+O~njG39qIi)xXgnD+;#6
z<7$(BJ0eV+c$*E1S?yg@ehcwcCdC&09hI-z5pvXuCdMN1_>zKII2K7S&eyelca91b
zB3~gadcqtcz&kFAH5pt^`nU2OtDCHJrHMuhGxvssdUfk#>wYnFq2I)vZ*K5(eFB<P
zCtRXLS1~Dud)8WLV*kWf+l|p!-o_aW;BSUJmbDfqV5~4CltsP>6`Qpd!+kC4Yn1}o
z|9x@^me^ls4~p}o!8E;BcVP4iMB=l_3B0TGKYJ(><<#CHkOV273PU%7?eg7_YO$ec
zvENTs<+7*M?u2b44dF8kpsh1~Dmp<)7jhv}2a0dB`&L+uWk~h!VABOb)q(M`T)(99
z>rSw3PR*H;ycTD<=GD|Hj6`^&2>H`szBVoW-0+UJ<GnFxvOlTk@xD{T08lT8VD@ax
z25C1~PCI&Rr<p@ZxVJidZqEIWx2-R(k4c8*>KlF@ef`>5IbWv=BSXuW22kJq-TR1|
zqpd4EhL6gXhJz_3qCs6+u7-n*T-p=)>i%uHg_^aSz$JK@LMER~W!#kUuEI#aDDVy{
z&lj{|4K+GVIcK}l8Hj_l7EB@XI2i^ljkC(>WX*cl7P6c3b4IV4qOh7x`?VTkGRgFz
z<#u#F(=7taI3~@h{<zc3!keYy+U+42Q<Vcyrr*b$34xpU#zVpErb{omG*pCC{CF<g
zZ!h>S`Y3fL!J`Qo&?Ou?&u4!Uy3<D64khCLlziNXSO+pf1MDVVf#MOD61?F`TfN>@
z#2>@5;Bqw%y3<;*O<H_pYOz?GJ05AxKugPOIK_QdXaVLn__Xgj%E4&jXv_fgut)}~
z)kmc=ZG;1j#<L8uh6g|9($nvkq7da>4H^UW;zMlswQ;7ywwd#nDJ)E(BPwiJK2wWY
zM}E;yj-VI(RWb9N*tgBsffP`p?Zp0k6ub~Z8Ia{x84Ny|ykwjTEHB>#Fp)jNCOCoL
z7O2IV&a^6wmVx|5{p_r=pF0qqTT|l*zhnfnJHNAT?Db>EmO6};JlQ}-Fm@z%F&3B!
zFG{Ygu^-`wWn@Ovy^4DF?xk7;%G24$kvm-C?6a3I@jDXz$Z;*I9~^}pCOdH<$vEU!
zTOHAz&lh?jS4$L<Z2um2kP)mX`)O+7F!>O)HI~oRT{m>>b$$F*UT|^-s9FhCz7sj`
zhwxwGVavvUtmzj_oNVkGx3YavX*sQT!Ax;iX0k_#leyK_)iqb-OX6ULAv8<ucbDaR
zKq(%u-J6z8FYQKMa|MMaZ)AaxWY)_xoc4)|%t?>qb?v&Fwr3#T?b`MZgi&%3#>Tu|
z-^_D)A+|<$OHsqsJ^)Cbl2y!);9v^rHABSI+HOyt{4tqV$wjJivgKrn{>^pBoVKDI
z7+>4I`4{q4ksb#}HnA5XcDV{1$tVUM9W9rR&eJS0*flS#cj~q7+Z#-!h;zOUs2twx
z*--HDCmm3^agv=B0|B@{OxSp?GTYYGl~_7=@o9{Yj8w?*<Qu(QRCl22T^07Y8918R
zvzW~7oA0kZ&v}ex!&~<n)>qMqE1oGN3u^WY?N=?fT%B&r+3Zfq?lY;u7aHf?_u)s!
zOjW00{+@HycC}(><!(-=K#NA5Qrf_$p#EczviYTtTe98R@4-}mT>R&eQI_BNtXC;Q
zdfit?Tf0@<FBjl!Qh{iOvty+XZu^hq7u<S{$NhYJW$&qW8okIs@oY}5qA}OyKuvgQ
zD5$P|v9VkV*{JHIAam7etCZumc!Nl?oW>)we}_QpOFmlgP&wJ0Jq==ZL{!iD=B#cS
zukFpMv;FYu2MQ)LG^G!F<SC}q(0W)>vJ8)v(m2!ZbOj?5BZ>25I`!Off3p4NkSF}I
zt9H*-L7gj&UB;;Rn{^O}c$#kbM0ARKv4nwsXW9i`d*eqx#!}*AcGHRjI#8#QxAm**
z@9Px(W<4fvd7{2KOP{tLFh{doU_b2qmOmLZWfAb`WkXJQcPJHu&dQo!pam<(Sl&L}
zJ~J(1mjhGTYL>_O-G1%f_qhyNg^I9kYv+}86+GDH@aa5e56zgUeh^+^+|4pyz{Xjl
z7O!ihJMthXMTyRCDvrx)vSe9B#bf=qHA%s)8C{g>Wm9{qIC{ysc$p~Jy7zivOMBjW
zdaNFHec}zjh)@RKQVsE49Yb%O;LAthOU)ds#L3tDJ3DPkbOLr`te~2MtNDSxFJSwP
zjV6CmUSCLwFacv>{mmSZZEGA&y{;n_(4%N+Bwp~k7R9188Z5Cq!X%sPx0xB&^3uM+
zzvJ1kHfD3Xof_?)VhbGa)a^ve3&QJia{M4-Pxr?qTJz4+feRplLh5Nxg`McqrhtOd
z<iObCe@c;3Qi6V@eFwMBDLFM2IW=R0^=sc(i$wgf6k0QOvz6i@XFCN{pzabPugXIC
z{Q_{An@ZGK<MCRdMr}n(TGc^hM7ud!n&KwV{9Dh})gSi3c88%5$DIj!#MiqLlsZGM
z)@o=aH=03n`rT&?pm_}2u2EJl2ao&|N!Ur=9#`QUvN&rb;VU1#frW`1KN}p$)}N{z
zZ@ezDyxMy&*LVmt+!pRk8nDTA@Q7q3ew`oyrh}^`^nnSrXeTiB+|tIAz1i|Si<YVK
z=c!^CL(x5JUM9mCSt9<NV5|9tSs>hVbIeupG{zgf`u(O5CZn#Pa3VaATDdDcrPZ*)
z((9@xl{javR6MglbIN)asCj3eXC|`#{HfO+Q%I5WQv?=;K*hzb!9YA2csTi|7ktZ0
zRh)<A+4E@mh>SY*I<(u<Li*yR?e7rm1b7h+jn@i~_0a_i_E+@R)@M5Ik$$$BS8XM&
zA$9bl_mJb!eF)~>Ew{aR0|qFedCNEOt0n3EXM;ffU*d&_M-{?zNe-%6pHl&rU9ODB
z$fOQ5U)?2TeU?C40FV=C!rRzxIhH~2$w1@$RJ}UF{d9DEPQBc<-g5dqRY)Yl60U*)
za9Xb`Mz4jmZMJBag91^<B2_fp;1t=oUW2QP;`3@npOkHE7F+Q>O0AYxhvm0MvNc6p
zD}-iFe7~cOdsM7u2;KNYGGs|8pmki9Q#Wl1(%H!J<(KaJb<3_N8&xjHXWLfJN_&Pt
zcZqPHeh;?qo5Xp9F|v|zS2O>@5pZ*C*y>^n*Z`K6aI@UV{ISXmwwJ@~xZ~n9xJB4l
zwSLBzM3K_XbTQW8Q9G`@Ig&lg>}6A9s0xJtP4zmw5ns#Q31DG>*5*T=25dpZ`n%Ij
zJ~5}&F3>DtGAGbE!6ufi`GVi8@zT(rTlhNe1{T71Cn;OMmaa1hUCjv91Du8ffb6B2
zt^h|;Ie$3Q8gsK7MB?@kee2W*EqMF`=81594E3uF{H;~}2l~Pf11`S0Uf5cB<8Kij
z>1I=He^nE!v)K<X5rxrk`>O1?1ijVD4(4EleRXB-7j7Nps;^|~Y(+b58(%k!TWZUz
z-r5>LP%Ou<Vj~a9J~*U#eb}O1cBoEizgMNIpw@8H7M@^r)1M?Tn)h+KqE#qK&~hul
z!DYQsaDq~L{AMwOddwrEbKtf-5lXgE%M8|NDFK*)viH_mIXM@@WR3G#hG*k$wDi-T
zR!3n#TN?3IPSA7)I6Q#E7~(`OehPpM8IXeQM>^j2Hy-TusFHoKn5n7E$uJJ-)5j26
zn6aZe-58WqPd^F$j4AMXSqPB`@8jzhgr6J>xaIOWTJX7lY{Y4B*%%ZjNy|SP8Me#K
zF}pn7X3@R=6hcDGn%0jKa&uJ96<v4zXKQO5R5Il(F?ov+0Ix#gxN!qj0)rtCEcVAB
zVG$h2V`W=x?3)cbxHQVe%9+s4pk<#tXeeX9)jh&YT;%+Mx_%>jqR9L_s`t_`l0wG$
z;@wij2Li4f7L~%-5LM=9dbSR&%8(sns|FJ@*P$`St?r0n3z|4*c*;de_Dx*DBFeL+
zh~7rU5$AT7SlR^o80(F)JWR6r`qoqhfWTymu1qWcL0h)A-vR85H})+WW9dG7tYV8H
z#{zutF#`HHwK~OI@rOyMt6Xtw)fCx}K;P{daDSY;*p5;JTt#yiQ<RV5l;X32^@VE7
zL1oOfgnpU^2tPgp=}6T2T*c@3Vf<#Q&n&4VyjwT_ejfH3@*U*sp^pJ_0(s5HBrUZ2
zviJTH+_#-t3fkD?W28IkrkLs-n5H*S#+5Bw)Pl2-o~iw02x`Q#!hZf`ij*NW_KN~4
zQTmH8P5eZNlBbYmjeXIn`+9Fkuu?c$O!s$)Ff_-4IlHJnQkT!PSo^YAEY@u%nwR_b
zP2c?@0%#X70r8?#UlZ-aTb1Lse|clyM5If4$6%9>y=q}0I!!(q^67vYJ8-4g^o_)_
zKMeJb4`!mKf~LrJ|5%UoXSO9dE{ql<F(qdkLh{|$CL;M+GDtfT6d!{fEXMw;$`UV4
zEYf44ivO_O{CN>0a><U^tLL0^6el73ujc-#Y5ZmdR-s8A-Fg4d=kXh2zBT3Mvb5z$
z+Sl>~F_SG}p6nM_zSPY0<+;K?a0B^&`(*s8nm1W<!4O9JDvBiBRcmhcs$_^DRXcuU
zso1H9ktuIDAizCn|C?GV|Dc{$7N#M=Bks<Z8Zptffk2Y*{*E<!yW>dz+3<(A2LZ;f
zdzbv^Z$FpM09rY&F_*I5?tQ_8k6}i4g99}Kds7Ky;<~SiJ&z0OsW-A+{9#l!i@Fd@
z)d@9E^s)`};}SoI+2fL7405lN{`$|BmX+K-Pwn|fik`o3Npu?xSh{N8N@dU<W)c8g
zLY`>_WFYoXnL0h9zY86w8uv8r`A0EnG3KQjB)Wk$@{&#oD7#9uCdJPUiDNLSL5kws
z=G$Ec)DD(Sx5%1;k{I7!y9+Vu2sVo5oIxYPiJz|y*P!4fDS%Z#>P7hzb#FN0|Mh;i
zn@wH=c7_(6Vwr$W8fQqlN=oG>n_Qb=&w}NevS>qtE_y*C2aP5ck!{Xlo<%|1va2JC
zEL7&bQ1&*j1RklD>66bSZ-|D4(~QZPR}5a01FD(##utuees2yyB>=>}yG@OK&>Z#M
z=RE*H<YWK&mC#ou!k@ZWHYG%gnZuz)GNr=c9A#0eNFj#3vNVNq6axP|DVhq)x^MWq
zR_B$W{u&Ky^wTFwW!NmgyW%|JvnO8!2w!NW=weWd;nt4X%G59+0<BdSlZ(kQf_oz?
zh}bc1ZxV#bIpj5_4iwn@H+gq#++b@Pk?!8zkN;i{<Ta)NwQzw=PfKt@0r837Qy2I?
zm$z`p=FGQENfDd(Cxx>dbo}+Jn}*K>W!XGo#5&FdxnRnEGf%M}8DUvDIFk#oP`?;-
z>BO@H>&_|^v!J6$vD51^qZHP5ia(nIJOaGL2Shs3fX1Iq(3}1*w5f!=V*(SCy1RvO
zI)~aGP}(#U>;)P+X45|Y!K%}z-W#PFDQ$aBTQ2dU!BsOYr!~Rd?<Fxyme7i)dI7z<
zoV{+CasvU&92zOZrLE8Y=X|yaG(^pWf=#q(u}Ggt|6P9w;rK{#cR)KhE=d2tow<KU
zW&C$hU#faNBzsrU^vOu|=3MS;BpgRexKP9gC{5@yJ~?_XGlO(Rye!hfJiUsjX9WE}
zdEkYQE>gTyIA0>4+U7&Yto-19dSOw_$wCy2Dk1m}-4B8oYU2k}EIO+|c7+qo&yKq|
z1)e^fM5nF6%jYBn`~G_|w?PA8g8Ul<|AbFW2X}XwQ8>6@|GB2VWBu!ad`;?!`QTic
zmDV#kEs+y@l^p+}FTK+YML8E*%ERj2&&`Okmsogp2+<@iWH97P9+uK4ylqP<l}9^R
zXd>@CTxePo{XFEVOvl*a)9a-ulkrt@O5=!1XsEeEoB-QY+1|ttT)}gP%wT+j<c|B?
zt-!JAq5p}echG+W`5(=hO42}7Y<IbqxPVT5Dq*h~^>udaOpv`=S7=sBVC%D`ZXd(W
zod&Z+q-PD+SvOw{p01JT-{Z$5wHUDn&=ZqW5<||`^LITX3ePVYkv@|wF>o+eDDh&3
zdHna9I{mg6BcB;AuZfYxmIkxVR=*%s%6kU4I<@}=DXeZFu<bv8q{6%ns(*v|=T^0U
zfw=*N@G=($VvF34Y7XmxTlAE~&>H7Y&h$yVc8-nSG?U&{SJAmI?ta#Xb+uZy7x5-<
z_rmBZxZM+jBUO%S@iPvOb;P9J_B=bbTl|vc0@vq{M!G2TInl`0v&TaZc#*hxkN^d4
z6z*lH$lo>niLz%<NKur}9RvCI;-Q$v9=(aAYNm2~uPVGl-pU%Cz9TB7e{YiNqMb$r
zQu|)z+&?+feD>sf&){1O;l?9EXsa4nXv|^E3RUqqD#7#jbsOfJ;liNj>30o;6nmYR
zIuAD75y)alE06B*RC9qL;-3JwAkfSY;M-Ht@s;_xPP{F070ch!HF8wACn>}|(29W(
zBc|W}ip|u-ogvjKdtq{#q)J|-iXkPsaTL(x!zCi-h!}GcB*!{ki8o(0h8JvTBzY*?
z>L;Q><XjbTLTcY+%2u-y;dd{Zf(8Pf6;~(<tmlp0oulCHqrcvQKk$QstxNhCU|6za
zaRti>XmQ1fqEXL(ZW^SUQN$lFYk!F%3z2HTpSOxQvS1GqW|r>@<pDhk2;x|Ii=0cy
zc&)Fw<pwRnRyNt^{Lq<oQMO9c8>{H(pGw*<%DS@F%<!_W6*np3is(-|;~TWiXv0JM
zQ_}ohWAwl8SDQY#qalJl<Y`k?7Lx;00b*25^ZDxbm-J%qrK@t9WxGOBIn&|Ze&J$y
zHfnQ@{japD_c|!QJt+Bj?5(;JN^H$GKYM^684r5Q1XIKq?;T`{G+GtN&Bki>KD5;)
zwo2Z}5j#%X?rgQEkh8@&0}?M%89|X4K&}i@)?n+>|D*T`npI;>6$Rkn_O8i>cc3>t
zZqMREqd?BXwK4p*DQ)+IA}WVd+?kp3oA|hW5JxpyZ#0$H;1j)CN{%u=F^j=|jSUF_
ztiU{WqA@Eirtdb+v1rZ&zI42e0=0+t+T1GIOsUmYN-U>y@)4O<-iL6t$R(0RUsfq}
zC|Dml5Jj<dfsbE*F*a1fK|Gw@v+%N>`Wvxl+om`b(LobHWHM(Yx_XG@<Kt1ydmgVb
zJEfJF*h~Thi?(J(afxj^ppg5c&%zLW0u^qs;M2f^<5H7Dv-i(2NTC3ma`0AGcB?Cw
z>?6=x%|-)cCmti6+h&w#<&3*-r4@-m6!1{^9%Y2h%|Sc0mh<6k4P&=To_d4ctaKs6
z%|*W)AK(*sn8Ux9D}{IG9neg{#-_X8ZWza7&=_s-=sY2l6SzLOAKv+UsnyV{7G6D?
z%XPgN5;A|3iDnqZVb1w%FfG7;=F@C7Da>{sURZyyRNLD6bv>Eu0+0r_W~$*+AzZVt
zU*>3dd6%<fq-6YA<3HZkgQHa7A3DF>Wpk};K-dXupQB2dpLd=ERK1g(!E8V)d>>4F
zx~|SFMTKLxo)6Ga93>w(K`&UVLS~WjuG<1FVL}JI*t5>?YJ}5XG5qq>WWHe~)aTKR
zW49<k%SxvYRl-j<GgPwg-!c~97+*_{D|z@$p2meL)$-Gg`Qw2>ku7UrJx->Zzbuel
za3=#k9q4$xp}II|k$=%n2rSh1uw}BbPso}Tn^C=?&*nvWS9|dCQ__)Xw<zA%|6)d6
zcVh1cC)z`<RbW;m0UM>K>Jw*MTT`dol~{udZ|ep240oqcL0hx6xz{QHH&9|}HB%*<
zUlIUuh3zfXOOZ5<Jzizoem&H)w%`zlM5KUeDHXsV1TCQZRGwz~avIbxM#CAh))S{Y
zU@$LDOCQCnC}w4le)GsNm^}qqag9i{HJ<Lq-+w=W-M2e!IE+p`a5u3{?3;@d2TvAs
zvz$>s;oh>OWBMEik-4w-sr%7NSOj&*2%f5D#b-#3!}4X%QTg-W<qAvnI)EG<MX)<x
z+3ybqK)Sl=4TJ<QR*rY9cc&^}mTVDi&ZVZV(>*<W0`&Pv=c|M5b4<*IMV976U{Z#E
zu%Cth#eR-iZw2_1vFQ3*>=q4*SWM3WQq_C;eu34MLx*Y2@p^!BfS4@&(n{p5u+;mr
zt8eTBewdX7hX_qx59XYzSM0<JAyQ#6kvM~`_=&GS{SwTZh%bSH%PcN3**tCJ|1zGc
zoZE?p?ec^i%YpBw%jvVV4IAOE-)%0jLxfni5wn+#<>p)@Ue_B*0=ypAooiQnUY4Ch
z<rS9NH!ax~%*Z(-clzZUEWC!=%Zf&RP1rhc`u#lS;S3*O&lW?Q>ic=zhBgL80)tSy
zx;T3hE04n3jT(-&+<^P!c5ss%g^NE{=x`B|p@t`LcAiI#;9BoQ^kz@b0fLpbHhi`P
zb6R_k=1mmCpUhfpnLFu4v^D*i;*1Ybw=BnJ*nD#Zdzk{L;u`jy+Vqu2l+#^ZBw+U4
zv|`xY@i3qbY)z$m06lzqx)0#`P={R~w`<mvX*V_;71U}Olmq7#%>@6rXFpw`3EUT;
zeGfyRzM~A{us&maNr;kNM5zrW09)u5hC`GMW6p=lQklH@6w5#uvhf9kEOb@|2{Q1o
zqW3A@uAVQ#I=H-1TN>w;l@8LD6rg+8UjA&n^`_B#P`aphzggSF?h(wQV5Op9b;oML
zosntPY(}R)XsNc_FUP!cG~vtLtNf(|CZJTzub3H+ZDrNcm>gkUO4a#rX)vs1+o$lg
zf0L8G{pcqAXkP319Uy}GJUVUI?%TAS!X1UvM|Cm4b#?)An^90l1LSJH_DBVBi9B7g
zSHDjEXlI`5D&#r+INaniQF*ld{w3`C2IW1*M5Fb1!LE>IrD5Oq=a>T5MgS__LBVz_
z07eef@A7Tk>*=~hpNkcQzXjTs$H>zq@$hzOA@OL8nr*U}7+m}U+WGSpFXM59%G<X~
z05tq&IH$x3;c*6hOTo(xXP4nS(Moh4tI9BC<#D-q=K~)YVrN1!9Z)9eX=#aE-^}l8
zf4cU8^_z?rI0Kp|B2^13`$ODfdZ2B1{R;qqkOsKx-5f6VoPuAb7$+sJ=Pn)S!Xa6C
z79wZ;F<M$0s@0`{$f~00V#M0nvgdi_h&Vhk1)ucT9Xst8U}&TZ-jb%|HSAaSbm1J$
zIa^aXTWam52f8=9{unP)0%fP)XR~9c|A!XU-<i&&$KIVN=DJ$<?-qQSGMM_1jn<R|
z@Yi5rE31rqULR)sQjUz6aYg`(^JaLTsmWz}q%0j>V43yCKiD#$!(lcjM-4Pp;Q^z~
zod0xW%Ec~-UvOoChV8I*vMTMVPUkeB;`sWq-ri&wAXaO_n{q}T-B~Z>4Fvj2Zj9AR
zRH*<bT2~*hs<ag-UcgC|qL)d#AsFI^0av7r@Ywa3<+U39&>l?U26#oJ!J534Xux|q
zN`xz@Tt6^rQTBX*$Ft)<LZ*p4snCrGnLQ5?d2-f*R`uj;Is8bZ;=1@E#E{VQI(aB-
zf%m%Iw{EPBY&X~gQ*D{n5T))qHe_r~XpN54Ph5_ucni^y@ReN%_2^;b6_%x+w`KK?
z_=`A1?vEsB;q|W(vf&PE$M)UJjOqVyq&hPV=R>t%cB`GD8pe6<n|C1Bjd|<6InDI?
zWi5~0dga{l=?VeEqnL|(;vqyb;Qe~-2D^2w-6!8K&K`l4G&Hy^CK_t!h>RNGiz>>O
zomO{+^g_UUc|vU^rJ{_wrKxQ|LOf3(#T2?6`|>q6FbIvgVI#qTxY23OM!?m6s?O!g
zfs0>Jxp!Vd6_9s?=Fix%69J*+^ZmxMG#;y?jvKg}=V9yK{QL=+w-;7oHM{OryUYXP
zy~@)M3`FHuafycX37YF^MqPe9Hk#jBW@m?NqA)P;W0&kFRJe<`AIOE%&rw8LlcSLT
zQjt^lkR7NPs`F0AT_}7WzBgK&;cw5lS}r`)FdQA!cjfiD|GH0G3$%}9jYkx=K6AbG
z(>>%}J>{zO=XluTDAuE-C}>g4z3Ep^)t;(~Hd{%8N;FPS=RdWj?T2(Z;bdOTOLx3j
z6I6y>(HAy2?Ve)d48DAX$&GM(4~PaaecXnI#H3z&V}KnEvJsg4-4>{j#tLr$kVx*W
zss*G1l|m+bPsBMk#o0ChgsPKmlXlTUm*))aHUPKkFfSlPOLKmC-(A+F6-B6uF-mH`
zQagl9;{f{e(aG*qeoKu*a(`UyQj`B&R<<NMan1g$lV*~{gkbJ9cUaM?@-MK-LmXYe
zy*f~YFXOB26YzR`B>8c`#wl0yjQz3K+0Nqr%Q8##>*dYij3jQcigzC>7Q1rybF&5v
z-tu0g701X6Wv8V<EVTi3#;fi^2+;UcKg2orGzrx%jqGftCevklD5K!~^m>iWc|Z0s
zx?2<YoFm^2r171<1)(KuRCX*>VF*C?|ARx#{wX%J*<)^9hdAmE8uO?y+#b^e{G0+C
zziz1IiQOiCqN{ml496h^IQH`aL)?vlor8lV0`7`II%B@X;x9uW)Z-O(IqAxRefj8r
zylO{4D5ROkosCF^Gg-N3)}&zvhq0YtctgSTgy^&kr_ouFIH%Y3Fu6zJXb$phfmEO4
zdOG6a8#YnVW!8)S<Q-IXan63i;RD6ct00Qnw|XF4h(3!`PYZ<AP$?KpM8zEU)9zDT
zgT=&~$LrKYmACHK0U2_#yShvQ?3+*Wr#k=J33H}I%|yJy%;^Xn<Ci@U)t^WIh_|1~
znEuq=a1LfwC!r6PKeD|?`4;z^nF>6!=Tyu)xR}nxMJtWRJ>tcb#4xkeYvIB1SX@iw
zS7UGY-i{*j+7|c1B&F9t#_Iz?vWah7Q?GP--UhE`EiI~v{~jBhLBD-ImL~sND~c?#
z0vCXXAOAEp()V%(XYPLd7t4dPkG=MJE#Yzfgh!l2R)GW|lv^U=>^*$gNru7WEeDi9
zBcem0RlnlhiK*PfZrm*iw;>H00s+X3^SVHWwescSPgDw`FYLVz;XXe*g`1F6J~+xa
zwq#Lo@Es5qItV85JfEzE8h+DC<z+YxdCi{E)?W{aT{nHLVcvVeg2^*!B=~f6WgYY1
zoWbV~&pX%r5%Qmp{wEQri3P0p)sylN7M2V-fhZqoO69N&`w1T5?__i6n}S{aKPCIN
zoVn90a)`=Tb{FIA)3kp3x3R9JyG?#64)i*VRR|;`w<*StPx97EUGMpPZ|r>nvb*7E
zqRF!Xe`~RLvM=0p{(3KnG~-M>7)nQTuCE7Qs4)%oN`LDWqZSbWP8#6kkKY8HvjXi3
z(hBOIoqh(eXRyD_0z39k4R*Xv3xQWz2Hk14B+8&smZ$0x`Xhx>JvLB@*q;GP^@I_u
z5>|tWWRuJpg^L2~mqeJJb}y?+Tv*&uy%kso7;KT4<0Cb)l-LDyVZulXVgzvZBrK?&
zWU%zI)kr@o7g@}lwBFon*Ko4@IHk@wrv!7NQ0~=sj9!W1{ov@AA8*%Y`<Kf6WzPOj
z(&H^S_Ft`k5=c1pB2-nJC@?=VFI<w=Ysyw@-M05B?FA19kwU3><m7m7$+ryqV6`7{
zk3VUC(cs36*B#g~8OkE^t6^8tUy@0D$miSCXEn6s%fn(l#h8Q0G;|r<<5ab`?6a_-
zLd{VaqI|VZ{d@SQDA=UyFPnHrGyXS=|Chjm<Y8A>{Ut{f0v|(DC`u(MtUpthQl`98
z=Foc6oMuzdEw475Zj-d5ZU@+qt&bAdR&^4BGSF-|T;+y)QwHfTRbF$tI7rPs#+K|c
zN7L4W{s>ES6xTw*q@MhCd6;s6WquPn0BUa`KS|c&qn324Cx5EhVuB0omq|95_Ldv^
z@$4(4X!M_#BxjI+z#T^y$&NWLHbxl`)a4-7k_QH9YYNdiSLJ3dPZq&ZHc^a<+BirV
z+k;uAX%U2c9|1R1bc*_um-o%)j%;!=*@ZeoS6fJzpM+t21sII|_i@xeFeJCIuv=xx
zpHjb;r{ig?BE<A*O5;q~F#08W>#Z0>G52*LPdR1-mKREPyEFgLAO7&8w>&adA2{nh
zFN;maV*zNV+Un|fmRJ-#V+LafL0cJXDLEm<H2)y|BXakW@cTJ5%mRzNZxp|Ck+G<&
zdFlqfU`v%~r^>N<6AhnZN4VjzTF<`TOut`7`1s}c30y+b^FtA5J&o{v3Ho}&C1q3B
zqfZxMt3RJ0lx;%{6Hr=`*i(90vlE;G#Z!S*>Y?BE@o(%U7dlP;Ngh8#DVBLPYt{Tp
z3eQ~Zx1NO`E~Ct6%~n)gtof4q3hi6wl!HDLOOH@mR+EY?t~1?jjUk;@N2`X*1eJj`
z8!GYLKz?1rLt=qa_a}>G0!97&2qPhL=b}5+uAMCfua32YB#*b)N_zC55_UN17-U34
zf{&d-tA>bE>j?YdfwVqMCx6)Qxx`0~6vYUk9)Y+s4wWzUGfRpf2#EECsf_pWvQwk3
zvkq`|I<OTWj|JQ}ttS6Lh@;?{|C@rn)1jns#~!N-NP@--+r)C}_-P1Qnb?UqPvvPj
zaBacuid0ASn|*oS+qTt-2TIE%-H(yOS{Z(T6JE)T$2NC8L$Od9%;>sKS4?enpR#z#
zQO3?CGmK(NTISf6XcGQ9SN++=h49)-n=Ea9N+OOYvQX#4%O%vsccf?F6N*@m2LQ0b
zKMbyxp9vAH{94Nt_{B&#XqQx&wEmVN2l)@Jbt|Uj-8S|Rjz21f4)pc^i3KG%FLAaW
zaPRxk@&3&2tnS+|rG3E{!O2AsX)CKTN^kb+hZz5>wbgcd*S?d23M#uo8N)oKuuf0Q
zm$>ZfM^RGMNSzXKI2r71>;c;vOUf@)f@v~l(VI#XA#U{>577+`=8TS&2b_y*{O-kj
zX1j%@D%m|B8D?q=;ZMhC^k{BGt(NLZ$gCUNdF58MJd%sG@L&x&h!xqDbb-}W=L%gM
zqqh+4Kly>?Z+>|Af8+;CFilLDhZm(TTBhPv=m9woHWZcci{Wd!h=Z~kP`4EmUT%vj
z`<led`}5Mx&a(ieP=790ylNiD_MxhY(BGe*H@n+}w?NW6wL7babA`&O^04gD0K4RQ
z6GR_py!AA$Ny$l?h*eHnV-S7pF!Fsfs)@ZFvh7y!tTXR=#&o+6C;&TvLwKBJuJyCv
zY8@otTY<w34D?ql{J(+T1E4zavAYv}z}%q7B@rl{qQaMS_Gc14b21cYJ)bcK@`8qO
zLuYj=EU)L|Pb$q`$~W^khS$@qYLu%&_oR~yzWQct^L+Y+YMB4^wA%;!2iDSB+f28!
zy{_|n7JOcDh=eA>DhSzrDo^UO|L?lDueGwtGe=<LJ<zooYwBmDFGlL>tQORj6DZ<n
z?*Gv{a29U^Tu=TLsCn#8ANrR@g>OCC^d{o(D?JE!e4oEGdQ!@VoUI{e>&JuiiN;|i
z8ajgO!#aZKK+dm}`dD#UHq5B;m#mAquJ%UT3gJ17h&VS6VJQS>h*tb*kg5t{VBUzq
zJQ0$toTf;DzBQEn)UBw_!ywqOQ6k-`h_xZi*axc4+|m*$%IST^ifZo5G`Xg<B?hH&
z=`2aWgl0YXvtpk=q6oh(MhEgAdGwEPsF_kEHnAn?s{Wn5K+G?N)nw~*EL~w$z_@#-
zz^Hs|0G*jPCc_xU!IZOImuK+&y<GRZx?bBALOkAJ=ik2z8e;B0A<udeK40G1;b~T8
zBo+6K9*tm#VjUFZP@tnSZ_ml@Jcw5uv@NMUteE6Z)SmyS_HD4LQEbdUGTxsEy%pBV
zzBAhc==cWXZs+b`{U6Fw&{x=FJNb_|x&*@9sS91Nn!<CtqC**3&}hU{Bae5npTF6B
zwVH=~26F7OCdfGKhKNXaSQRm9)tHX>p$tfJ&hGYf%aQDL8v98;sy|`#j!>mBvZm@0
z^Dbz5*<-@AA*r`J&&>F17v~`<!|!j&3I(PeU&DlW?D++fPC-|dks&|c5DmU#5@?k9
zgA)@#*(IQGeMd#F{H-PrNdGN-|4lqFpb!f0I9<T)LXCCcTMMG56cdX}E_%dnggold
zLaq*q@asLq5}V%nCK;9>scSgW+L_di$5>8WVWPNIf>UAont+7Q5V^OBsPw8!)&)z^
z6)UY+KaAtsUU`YP0y#-qV4do3??n-THzg(!dF;%A17?}`rxkUSiy5CtmBP<wgQ(xX
z^GxSAFkK@vzrcFx@1rlJVL{|Ow|4GM<9n;+0qN2W(9O*6$nt;9K8A?hG7k%1FZmZ(
zSgeu0nL#udKBES445C-yGP~)HG)v6W$_mMBrDWuqvXkHpz3gT^*PM*k&(24P3!_@F
z;|Fhwr#+Qou;rF*xKtd8pth!4{uPZM>>z`S6@O3Rm(T2vDG6_e+GmM)RDp`YdTyE3
zp{hxgyA4V&Y!)qsLnD0NYH&MFOQrrcSug{CdTMi@^L?~tfXe{rj|7UpbqomZfC}*Y
zZwMa<d;CkK`cKLS>XDz3^(;IoO4O)NqSHC`%<X-8R3wd-o>RRc1^*QLNMTFEW|_l?
z^EgPqQ?x{z#G-MDRWkj%{?YwmnlsjndsOUGG7%A~NZ000<@s4&r~;WUw%UHzk>a{~
z9;RS(tj!uGnf=^&Xc(12X2IR2*~YTA*mabOX58@=`hnGq)!)3qzs9q?m+4QGD|r0;
zlH{ekm|)Gws9wsF*!7fj$gR0*(fGTk0q7^f_TXY&TZZrS(l4HlL8bw|)@yqO%=;yK
zSlxU<$>p@1YjCob1sMK^m|G4zX+xdu(VS(e=){$RS2OoCqr%XYU-A>7AR#RT#mA3C
zHM;6FHIF)|1LA;sS=J8VJe;*X{yJM@gJ}<<Q!gFd*CKU2@2%Z;;fcDu%+>-tS-|ky
zevj78K`L7zFqVJ}ciYOT8~PMwXAs5khlc_WsIF<l8Y^@bx9;rHpSBkL$wFnQ@R*sd
zrg!`Ewdxl!z1**(g*0h$^HfX2AXKvaD}LL3rzJsuEZ&0hV8F#FxO_t4hq<kyp;2Xa
z>Sx$3=(4fM)!oH;y>Y~ca9KYQ^r*>E);iDW3e#3rZM2xo1js!x)k!}x%^R54oQn&b
z&fyIQF!%f~J2k_toqAnXz(%H@G!ZZ}3awTtcr~1+7_hQ9&2_=%v?<IDDFDOj)dc#F
zofO;kdRV;_cs<!^X4k9!WFr-0Yp!1Z>WtDqnDn~-m}=e)CVvUrueO{n5SqQzF7Gne
zR<6#|ih4QEXMI%fgi!jB{by{EDSDOtPF%P)@%TT)g*PCz>La#4`oe;i7RE)xBdz>`
z0umPY#vrEajO%^RtJA7AE@SLL;AFSX9OmyA0{mPs!Q6fdTI1lGsL}wFrY|8M3N)zE
z%5ub071Lg!(^`(gSVd5hh&ahfWYOi>;%}-%%)qOQrHn%^qY$xE>hkO-!!$!H2tyQu
zC;BQJOvR{<1elRMNm=ndb?*1~17678)Qcr_9uF643<p`g_MVF4P+u<7M+s+TDNInj
z;glTUcwArBHXHM;+RTvZ0Ai-geHK&cBAd?!j4J_?lGKlM|5vr6e#Z=8V8QmyT$tur
zzXtAKlG+}4r<1w!15+@5=+ooIQJAI5Tf;fG3b%<NxL4H(u#HEAFpl1s|21$^Olvh%
zG~3KnSO&o+GfRu%Kmf1xH<G8oVf(`pz!=V%CP1-lb17YB4;2=m-ibTj8AluX)-f?E
z6BQhQlWj+Pay<p0hQ9;G;^F=tdTn(DfL+yZ=WOxc<vRV{5)%75#d8suDJpHW-<qfh
zn|0V2@PnM~<)3P&i`}5z$wm0xfqSLHe>8~x3X4e=uN!f|%uAgT#LTO^;O+6Tn8T1b
z;C9Z<_<AX+1{xK`XIy{0nCB$O@7c8hxXz~vG$kF~sE!RE%oJ$aP}DLpFl5p1R7;h3
zE?(-~N$S2|_X}!vndQgfJi6Bhc75@$f=27_Jp6WjN$jpCp-U-W0K4q1__b0TS6El$
zd=V&5R_7%qX`>5QgBDJiAxv|I7Q9;GAH$hviE)mJ#tS6#*n+;Av~#e7k{hWR7Q2j|
zJvNDCUaU%7eX)Gx!~gk-e)vaKZ*>;zVrE0dkypxeYsmU$Zz=RywkW=lpox^}^{twV
zY0$bbA0#C5WNk8xxjUt93VJ1-aG1pjyA@VzI)*c1l6ko6xD^F0yB+>0T$HRs53gK%
zJJ$>b@BI}s05<n(@kstd;oNKEy}%%*i)~pi?nZT$)x^txNg8Yg+#GS&CD}tmp8-9C
zN|p{j*}t##N6WbG43Wne;mMt|G(oAQymOd5ZiXzvZ)rj}98PKO<<={5Yb+n8zi}B)
z9G)(t&7nV=pip7_qZ_QotN@%}qD`wQAROEvu3?GRp2q|C&-N24`^F#b-(|UC#>`2t
zx)VEK?zi^F#zoR*G5!cDf8*o`_j-=|3WG!-?I(4_f7Ab0FTWSQ`Ezdf{x3W}910aO
zaAJ)|B;>Gjr|RG3CcUuX9U+Ir?3{x9oB{_T&Uo&fftO&VVpF%V3*IOx>!~u2<F#EV
znf|=sEX1TexL!&ALRCG&EUl|xRvA3f;2~K=_w;TakDtY1syu=UVcR)$<cDg%F%b>X
z7|+kip-i!yc1pIrM5j)66j`=g1V$XFQ{)n-o+(I5Dtr*EahNU;%h{PJ_J`Cs?Qdju
z&DGF-)6pX=W$@qZ<xd}B?E;g~_OWk1UzJmO@?j{)5Jh7UGH;L;&zj<`5I|R4-4^0S
z%O*vB{}pHHeF#!|K%|9lz(8FV)#PXlNYQd{ppCCh5!G!lA+En<r-s(181bT+S0J;b
zH48fm>KnGpN&QSb(MbnGX%acF&)_*HL#uy4r0#UIE%Sz83+M+CCH>V*F`#e&?C)4X
zJ^_bqXoUu6H#mV)bh2{1G<rt8au-kzT1_)$OtMZ_yT`Ey2Yy}|!G=<eGv$Tg*FKm+
zq?}4-#tr;$b3a)BD3qBUp_>uR-wW8x8Ql)Zs%4VKy-l}BNd#PLNO$weR`(0p>i<__
zzZYGnwC-}sE%!rVrKMZfO4uYL5CO4}o2&Ur^xbq|91R#e#~IZ1-z)qOw_GpfaVr78
z@wG`@LtF&@4_4p#&GkX5HRH#soT{pWrJ#mBqQm;*;O)WG;kDlB!rH~K9J8ATR{!)d
zU$b(x-p=ud6$z<pyUe18jEo)O*XHJ$7b0d;3$~+4S&RBKPJUZMC136Ik69mT{n3Pw
zoKuYZ`vBpH3cDUy{jit&Iv^%E?iXAF!`x2z`ALUCZdQ$eEKsu(ZoNBQ>82U=|J$})
zm^+l|G``b)T3B~Emo8MJ4~)5JyBG6Cby>{S!7uRf0Gl+UbaW&>?knc{74;grAZGaB
zu36OA^+d1ja7uGD)bJQB+b?HTc`l{ay{#9lh1f(Y_UzEW*cgF#l@~P<ZL5Bd3u+uw
z?1mvbL@(L$L(P4!BTHJJt81Y2ZUtTTg%-<#iWNaIwyWhv>ITTwmwFl$Bj=@ACV1;9
z#bPv;d>`A$!Zy0foiAUDlWY~MQ7{yp_RruB<&4^vgyKJb?Rgt|0`8z<L+1+x9;2SO
ze!;6rC}`26UR;ZRDgLdzf^8FE@V<RG6R01)S^Nb2{ZT6ODhkE2H`~DEtEM14Ej)Y&
z?Oc0*6;O7om-qWsg2=-mybflt1Z@we>ndG~s|ZBGtVz^<2OThRqX$x|)B#z%knx3n
z33zu=8YSloE(1!5b?uMbc4Pj}i7R*Wb2fp|>DU(kB)7gaQUP9$5eeQzmt81K+tX#R
z2FN?JHM#FID}ae;#ER+ih$x>Sa{`yO*Ws#Y>3ZHoo#|DdrrUI-^>C*AI0e-=?u#@V
zRhHnDTtMlJDh5hGkonw>`Zt&tR`**@$9kHQ34$Zm_a*XJn5M7e#*-=9(hqTdV=Jon
zg0naiuq_|H{;f}SGPIynGs3nko^YOO*E=$yNY%_PgvV46F&p~elcXVq6kBfR+YYg8
zM8LcEZ#<jv*pH}DN}gHb#Yi&~DHOmfI078F+XCKU2zySYALbGGZefMbtK55icJNcy
zIxT?VV^#Be3^O^Jr8%UzpPsO7?Miguc9v1;)Byiux1IOkvHx}I{LunlLmu0O7=fOW
zLkH8Xl@Vv4D!rglpqIrq9P+y-Y}KB|R4{Eof@Mm{BejkroUW$??FuetoFVzv5zQ-A
zVX`BN+j-n4)frA}SP*j+oyY?H8NU;EX{`8EGqt8Gc1i`*`!zx)%ObojG}4~1HJ7I;
zXew@*^10<6i&;W_d9&{fRg<w}e*-K<R!6;2lt(J6ULxu}`zMj`wgdLx8TYgvlXou8
z-u0;1RKM`K7jXWYJ!*D#p}=Fm>jwYj@_P-q{78GjG#qNk_G!)LBR*o?k;CEUV8f^{
zAgwo$Dhp*j1J$ALo#Y0rmod-6QuoH6Z}BB$Dn#kAdA7yMCqzaW{WjFg)U-3?7!$q`
z(5Y64QxXlNyPi8+;B8ZXO}RGe?#`~MNyVGNBE)u)ZtAF4*C=CDL3+}U{KCfY$XI$e
zfbyyJ{SK*Cnp4|288^wGtN14!_nk*wH)6Z@%_F{RvD3?<r@j^R?RD|hmbxSBbpZu|
z^dIj<4(bv3Z_eQMH<Ao!Y{}Ij?F5P|8I!rHW0VyH<zI#QjaW9b@vlG*%mHZ<E_DB2
zV{aW6RriMfDh8=^iXubDP!1`fFpP8#-3>!YN(n0A5JPuLcQ+DBr%F2@-Juc!(q{v{
zb<X$v&iT_BFP(j@wO2g%bAN6<(G=JjXy;vl8MdEGJSVj(Q7@mK!<^ryJmX00Dc4lq
za(kl+K6|m{OY^)qzH}I*%Y5fnOpua}n`Fi7;)s}?JM8I&Bs2)W-t~?<3{#D;X9(xb
zD!dzy745R6X&+jMKTSB)%ADfO#vzZ3oZ`Gr|4!)95Yq71t<k(Td7Z|7Q6prNyzS++
z5$lFU!neyJ$Up3$i;66PQFs8$f!`xSDm}DwkBxlm&3Xv<{s=|2S^%FkGkM6=Lk^^&
z_-#<HfETVRhrqn>qZT$6TQ2h-djS>X@<~Gz1Mvc?x-!##&aJW<yWr|-#Pt#@N7YtP
zu$pw>T!d9c?}uQ`oF^jRFud2m>Dd{r#!HI%3(V|us4c!A^h~J0256xQ9fPtm622qo
zBK(!=C%-v`x!n+RT7;DwYF+r$`@}fbx|c6OFPZjEscUHt#=x5z4HzKEhoHp;vM<XK
zt+RW9e?Qx0Ws?HxSC9Fp@N-eA0^#ZBeHM|%?-bmbS&q(q8WR1L_*(i(zoxET+;dV}
zqlUc4Y-MayQMN2)`(x*iti~e=YX`+d2p%#OKoKiDuL>#ghFs*P<|UDRFBU#3aArR6
z7V5y|x^H!jFn>gVv4dZ7&UQIH$g17)Q~Y||G7{35*xq>ieg(CO9Akm(cWa7R9&+b5
z@PRT+3DMZV@xEu6yUD|*??(ml@`Wb3rlrG~1dS*wBxDB!=`zTy6*@O9SiT5a2ZWyr
zkYC>Dv3z-3|G%EF5$2@m3M?JOq>^x9H<Zks$Tg3?^Fr|)dI#U$PyQQUV~crjL^Do_
z6g_F3S5JsN-%P~gBoYlM7BsoOSO6<k&Zmc$2E$JSCnL>hs)-($M#-JCEhffB=P|%(
z&BPnJ3xtNE<@T+GURTIlQEO+}ln41a<W&)wJ*e*yFE=of?E95G6r>*C-mo4U0-Iv3
zJf?bpwdU7bl7DT|AI7)tlS?$_6a|A&*nGfpC_VJ$j<%~Z7vB!Klm5pwQU=&7F1s54
z^pjsr*{jai9+;oJ2E(B~Y^?a44b}ZENu{&(Ys~t`nk>B%UFIrM7rCM3BPu{eV^6h-
zdLefdj$Q7X9t4v&X<v+&6n{e7LAV2Q$bZ9-+;2K<tWnQ_o$ti0CxF6C>I8<>I4OCW
zK6G$hPN*sHQG0W$r}D3Io<zQm@XD8%*X8chb?}sQFZI1(rDuX=zf~SGb60Y6|1#f$
zalQHD@p-g~#HW@WhVZU<ibG{hx+>yCxi!Y&>W7%tj7)+F|85w^A_jz`>VFGIgtrO*
zZlQ;=g5c(6EZef-N?ZjVjT!BB`W;JZbvH+%3I>!q$s8Xu61(_&^j70xZs6d9({GRj
z24{aK8$WgbVo7Nhp7AO(G{bL+VZ40!YnpyT1VK<W#u)NBPgK5#JBQ`D3_MWqPU*;0
zuXQm+y&3XxQ#l4bX{&jU1(sBLMI-r}szl7Jb<O4y3+{0tZyA)3t9{vZI=~43lXqQ3
z+~lQ2<IDbdo><Jj?H@E3Yb4NEnss^3#Id7KHq&<R9_hu$2R^o>{(A*Y&4T3;m<|l{
zhd#$LnKtKHNbH<PCU|0tl~t+s*F2wkt@$>#M43`e$>f(|l+Gefnc!Tq`68t%MX#jG
z(uqJ~wv}&|IL^)PIi5R@)04xqELDf?bME$H4L%Jpkl`<mmBwCzcm8sxt#}Y=Lbbm0
zqdRZfE#qD+xLKDcB2>zO`E-$5jbcflaiFR#`$@?;XLYQQu=4_wSJtn79gJ2+6EYZY
z9HYP9>2h4B6!mxoSoC>4Q`#@XVG0I5**7qEnTRl8+0Z74Kw{|#77Nb;wWVuRmn#bN
z|GBn+TE9j0hrvc<=e2UG<lF`$^9$(nsj6)`p7oo`M2q>esvuV43&3<ZmdUXpI1t)I
zUSsU)f}a>5?$W|-*+<TD9xdGRCW&r5i*K@&+;T=??dQDWoH<Q$fxa<!5%OKKorVFO
zAoL=Wg?N;smXwp$m{|h5_5w+s%<p6_qTL|&v1MN~5&l#|>4`ZB4kKCn4!jw|fS!(~
zRYC9`zWZ<UTP8Ql!5Zr)#Dc4C-gu+*SF7g5wsz5D{#UoVUqrptldl)+&EKB@W~Lw5
z)*y&fy0iAfDEfhzPcF^7Ila2gp=JW68g#{wO$M-EbgSs#J7~=M<N6Ndr_`!#eJjIf
z8G}fi2p!aL%~@J?>kO}v%d8Gg^oB9H1KKtc@taI%Y91@QM3An;SrlH2MF&M;78Rs8
zx!0IFwtp}OCU#&+R0NTdgp4Nk`#O~`x%WEP%aMw{A#$O%u^enJ;zZY}sHAaFdABo#
z_3z@V%~)IgDhg<<XlNVPrIhFby^>TAr%O}|lWf>T+#PT$gRvkK6dqpIAukSC`2Q}R
zUhejP=JXGccpFBJ!>FFG+({nCXBjJBaR28>*Xo_xUlhcxH`93t*cKUIqLi~iE*vWC
zZM_r>!bIphD8b~QMyZm%??oyF)>G4vpI=k8o8y|SvYB{6xpvyCkod|JYma&vZ`9cD
zo_rl@ttSxULQD(X>yl3+X}pzHD3uv*dA+J8RGT1UH4E}r&v|vn#Hfskx}!=^IbrKr
z(BNXzyVMM_*}MCsz;VGCm%nYHtu20hBC0yeTIC1|0y$^%zAMaGA9XL2mP}e>z4=i9
zX8>_o8U~JGmv*IA;BVP1{byufkN>T|LQJ5RJez~aIzIx1sSMe*9)5H|B8Qa&8|T``
zWgZPM>U%8udLJjO1;XjJ4Y&4c88QZcC#e9dQD*llq!Ui*cepq_-XCH0`B7qa%QcvF
zbX2A?KU!(DU`X|uR~R3Td{ej*X{t2sbuh>BLhj3ZlDgyNB5_l$c3p~AG6OE(%JW{4
zmPIzo45@!kKR>B)tdd&GcYtmuNq*~~610vQ%o->2HjM2H$QB?#6^y+ak*4A<T-uFf
znc^=o5f+;!B2PM?uUQmN?B6%$nFc2Bm*gkxQJ$c~?-z!xZt|<i4y6UzJpF|I`j0eq
zwW|UPGMAU2VHI)&n#bzySDo^<zp(KY36EeFvdd;Li{bt)urFeSOonTmp6O8%0o5%l
z@fHh`M43lDReeiHN*5_9l%<S~v_*8==ilTO+BJtgxWisTt*H>TBxPKRWJ!i00r)sK
zZ>FQT6tZJ3cN9#Cb}G---ZKW5WqYXRsY&;|wb9XaW!npad8(MiT&tUB(HTx_aOdIR
z>$B|Gn!VB4=a&_NdD!y~jT;vT+hNIy38&EleJ{iO$V5|n=q@=F->0!Se&If(%^)DG
zasAKs>5Kfk=cF|V>jwK)Z?@H5aF{X`T_4s<l<vdY(NXQ36k3q1mmmQZ@oulMQ*0#0
z^_rcca@!~&u$m}cHh06x2N^m_hx%+^DyPEUIu&-h_J^Aw<c4{_z78`zlYeUiyV^Tl
z-Gut_ni!14Il2Ohh=sR0MGWofq+2G^iCIr52f1A%&F1H!+8&s!7Ddb-72lcR9)<}0
z&L&`dC7DL?wROEeYSE9jrS#a|&q^hW?DKD0Mo=a6O<H+~pkB>f<`XAxphbV3L)SZt
z<J(;@`SG6typ&5pctc!E53b(cKNqM$O*)&YKQldpgwPQ?@0@8Nk@fa{EAdr~>?*ET
zuA#i^IG8jh!75hW&RI3#O=gfG)v+L9%@VLPe7HJVsapoK`dTUiZ_PB8K*t83&t?xh
zJV3)$;zzW5K~H;Q#fqFIB9NA;Y33`7yli&KFDumpormyD6}ZjF47$^Sb$8}y+{v-W
znS%cvCFi02>H7)>xW(iA+x(tvy$fMb=qkdwhIWyFFEMQi`_IA?eYu&2T(pK=?x25P
zpDtFb%kRnochn*I`r-#IxN2M5!Mke}3}Z!>A5|k2$FicW6NlD=ezh$7%I8f8YCL#P
zGEh*Q;}3&JDto39+O9XkM%ybhg1G5QpsAucvr&v`p{$>xu^qt<%5{DMEH>i)%vE_(
zXcbLnoOtIfDux0jrV8R5WmIBGaP%=Fd#YbTLNKF9{OXQwvp6pT%9I2T$p7(a?!{ZV
zy6-gS9+E5|-j^^dM7#-pKDj*$VS1b@BKdK@wDW1L)wf_Yi0tBEFmNSr%f8|_er@ol
zh3B7L2pz~po_|+@TdGgwDZStjNH*wxv^|ATE<<J_EWRy2cVx7#OB$cvjFab%eWKg6
zp6hV7Urd}FkxrB=73ag4`*NamQ^Q%n`DbSUOFn3OLA=)@<Z+Bn{L@78nOeX6Ac&sH
zJ+Fp7LPEj$+s?e1aFMs>&&nUJQ#7kOa8l@@vml+u4XM=F8zEpfG^e!$bEK|ue%U}!
z&GJVt42g*Hn;+^7oGzVWPy8bGyB^y7`!!pguZcgv(g8M>e-t^Ri=%AhVdT-`Gtp?e
z_>Fiuch=n>tY*T$SrfRY?{qdHg_{~+BU9a;Twp$KvwZe&g+S`o98aC70*wJ=lGGL-
zalu+*6xqB!OBUQEYX>`;B(Y%~dnd!jq6@^EQB!Bv9|NY9v83X5p-X<cT4921m}(I&
zfhpZ)?XIky*np4|-jGg0tOr^`b$cvtGhI&>koe~EveCJ%*2)s1C<KfMNE{lEe^Jr9
zwl%QJ$?mmVoNZ>!m!q2SQNlx!g8w9BILuJdj>-Z6_RX|x)yQ=UF3w&*|9$MNH5;Qr
zZs2*^wpW`BFc;M{QqfXLk6-+FxxVHO)b78Pr8|!QD6rFe936Z2=u^V8yOcw@5!!#L
zXx3FZj4pt+9;{hbVAq!+X%<Wt)AXx1L&xsyDIo7PLLz0dOIzk5LbhfsaR5@F>vtD?
z4YlzxTQtDdGU=$%(APUjc@);Lg*n5_IxnbMVR&&|nf3LVI$j6lq={P21i;|%md5)D
zPl9G+-KKr5SgprifY`})pw8K^8=R<bFF*HLi%pNXB>)x!A)u*v^JneZVg9)&Z*D~E
zqnWcUjTZMW4#~dwRL}Rdx<V+*4M0X05TzvzGO_d4*0(e%^(HIR26}t8wtANiA|p@@
zOtao)1t7rCUpjiyGvAu>D+t<+e0bgT>HI8h<&)0g^zjk^&OkIqnDvRh{5_Zeg#Z!=
z;C+C=`zwls^x{drjOI2p?2k>RI#RFr*+1AXEc{f}G8BiR60`(J1J7t&W<QrU9srfc
z2kz}i04}Jcj&BY6#VG<D$aG&Xe?*6Q@^}!0B@pfMY={AObs5NaBu1zJYG^#dD0))b
zAw`RXb+L%j&Yg9yWJl9$#-%8ea_|i|cd6IDiLOOB$Gd?y<Z<wtrwHi1mNscAwVq^O
zK~{>FP=*q@$aOJ|nr6;*@5N9_R8AN-I%m!V{KR-mxYBXSA|d1gMAM+f)dyIA03IcW
zHoV4hsiBln{IpR?C#iYvMVL_NBf!()i+NyY3K}u8;#}J0Y<_Rn7YZQoP5?@2O<fmb
z2#xoV74g~b;-=?M&+mD3_$2qO8wkPIuD$v;CopiX8U|=$U%4g1QsAtf0E^=p=*Z@!
z*#f5XiXLZ?&Vl>q)RbI+Usa}{;`-4MpttZ>;RtNU`vzJ9bJuep-gkb<G`m)Mfo%Zf
zw+WwOj>#ubRInL9OgV1%F((`>Eje-ptR_Z#1;)dCpov=hg8-b(_dny#Cz@Z@e&f7Q
z?~ojJ?PFN?=Krw)wM$U3s;cREF8ri%p*{fWm3JRIpA#H-e>}+9M60T4Ps~m%0`Se$
z(`?mT*PWJ22+Ym71w}reD#R(ko>~5UzIw{A1a;n)WWu8^Q<PXbKRa0AxA_W48b+cd
z13XsqA5rA-d!Kkf>%cE^{SGm*RLMnfdtcwK2-rN=!Ha4z9Wt&pmW(Pi>F=7??j<&5
z^rOwd+Xl<|We^riS%nn%529rRQRLxeJSypQ?>|;?sZeG1P*Be{<ohrR<KgFoM%c@k
z$xWLNWr06zsLN$XlKjMAB5plr?Ma^YJ4}#11UX@w4$W_kZby*~6=Z!4-fp$JZFKF?
zBjTqc++H8HR9T4)n7-;STKLmzW&Ke5^@u6(qlg#Wk&d4>Hn7*zFHvzE5dE4jML!Xv
zlQKZ``>J#*89aV+kS`c(cDi2hv&u?UYH@kM!|5={1rVg}5~etGMoeH_xQ4D_wf+yg
zkp87z=tnfe!H?oYz+va4cQ6vwMI+?#T=a20p#A_JoA3nz;B6DyTXdM<af1MI`5;5D
zwI5x;0RS>J*gpWgRp<MOKAZ;SKXNrrc1s@T)>>uy&H5ZpK1$-V{RxnM@HvmwMLjjO
z>URM?u?ev3OgA;?`b^dD3<R-XuJe$Xh-}{<M_s=zc|)XEN*b`Ht)o}SG-F-%)MhwX
zSP*&sU$g*?FGKcxf14=@U<~dYOmbdy^Gh&rUuh}dme03gKlSyRk5e)OFTlOywg7{5
z{RO{>0yH;8$mmzzi3kapv$SrpVv>!u29Pr*XMX-R0%rU@mXIs@PeFk-K(R4P{UlVu
zDG9fkNR@e+Z`iO`lUr+p9t2d3K8}GIiNPhdF}<VA$2E47yrxoV7hom;#?#q{sY8c1
zmrz}G%(F2-)L7du-cL3!l+WK+Cu5lE>YmJj>WyEC8ks;dDqFV71hNM4^;cwV$|F|r
z$onGH;L5S#D^`XjD&oBPgn*TOg^BK$8&7GG?GRh<W7N{I?V`F3R?1;QMTf$UH)A_l
zK<9}ZtKn#>1(6D<?=wvMeyu<1#T#VS<hxw@{@y`p>~cEi2|n2j+1p}VoC>dPg3IOa
zNS`ZCLUObn<&GYhz-XXT*wPUFhbnR@uHOO1%Zrom6#z2My7-fjvyB9_WJ6tTl#GPl
z;<MJ-P+u^6-_htOFb?}X;Ws|KJ<8}P^x5t^22eM51>HWJzdyvBIAEZ-bf@_RMr!8#
zCCW`f5LsumD~Y`K0`ugPGVb1=AQ%K_o(!OI7tZ6snR`~QfZZwV@qCbx#K8r0i?94G
zuutu8%!tOzWOt$NAHAJ<SxVc*d;7|;+Fr*kaXGSm7PMOWURH#JsC$puOQ(*4;`Ftg
z_ey^%W)F4AKXBibCwEJ}!bCzTHMF@PG`XofXWQrf+N#alfOF<-Z*&ICtdzPTda~Mo
z3s(bRK<j%A@>lAV91duWpDY&zOjf3z%xvn|of=3`uD{$~JU5>?TFKQNzwjOc`tzv9
zn=6{Q@E}0CEi4h<1^!j<z3Kx#`)Tj9gPahGY0eY}!0RV`)?Q>Ip8ba!v{Y|`FZ}yR
z?CcOkm~!9~#d(OJ+P{0bB62Bf)6r)v<c28F6Y)=-v=8Bnp7oHv7(LgxMDKVH0p8Zd
zdfCtgQ;Vk{kJ*poG;UjaFr1ddBbqE5rpJV^4X96GIF)%wg>*Whe7!9?wrWAAKH4x+
zAzi*&l0!Zznw4rakL5InM3QG9S7C~^7<wlm$c#S-ZdGE7cnTWcGWXl(iBS%fJaVEM
zo@DfM<Bj5$dUC^!PsWz@ab4B#@W>2fSLZ;ypY>7E`iVdZ!9v*InAo~aRzZs|Bdf0j
z_8~77p5l{llnYbKQkX32F|+xKsxcZPZ0SxBn&(j08Li6-QpEQbXP<eYtFPqsl!-=1
z2(kF?A4TiOrJ}VP-*zB&kZj`lYjw3!Yu|I1{#y;e%dXa96yMz-ZuR0@kcO2I^g_F5
zLc52d%)<k0X{tLNVIcxlRfRSYoQB=t%}JPybEVJ#znWR}t}4SiJo~rBOe)oq-)8Z$
zT7mWNV|umqSa@QsmQEoAq*sr!*X>4YDAd|0)3fAEVw7j+DdnrEbeGyV5Y7y#>n(D!
z%-Ytl5uoyp!7@7-{(NFR*gEw%j&h7rAv)DT4u)@ccwT*zZ7opazbSR&VS(vy{l#N#
zYHq>?zV{1@P-cT@9_Qv?#kF`--6FD#4;JR=-|~d{@em$;$G&8%BKiNI2_CjkY+bhA
zUMpu5C!~GB6d7i#H}@)=<3Uz3k@}MoEFK+}!|rJ!Hip;+=I*g`so&WV(>(I8!4K*j
z_Y{iKD|p50k<3PRYAR0YT2sz3sXFxRtL<@2H53}weVk>q>?Gy4gcAsBm6}Ep`<ui&
zh(F|lGdYklwn*Wgl1yi{AH!tD^dssxe$VCNBs9^+I{|(Be(p&<Cm*~twF`Vw+3vK-
zvE<*F4Z1fIMTV?39?G(uFum&!!me!G)~nfMHCW~QrE4-o#yx7;cC&k%BSLM5HtmlI
z0m^)FvixvS0s9Z+WZoRK$UC9^=QDa=EKlgN+EnmiVlryI#hs3l!<PhGn0KB#TPvT+
zg}P)yhOyw@&j1FL2|OWBfeulY5h-Gkp_GHgkYbQ%f>2Fe^kc<|spttge}=(xjMK-K
zL}XxS?Kh5B8Hv{EkQXUH_?L!H6m145V<51#9uk`%@J3Bz^<07neNjjx8V_49U)6@-
z8g3vnKb$TDqgrc<`A*qL`-?VMiup-iS1C83GnDU_PO1G2_3OzEl=6nTe`R@88=2-<
zQ}?`JJS6&^Y+AS9U@#M_wckMI3Z9?QKB1+k9B`L;Me+KwXO;`REYeDbcXbWDa$=CX
z{SEIxae$&Tl<27Lvka?ZA10XJ<?HXIa>!|z;p?$Q)jolGK1#XAIU7V`Tv9;h<bS(|
z8Hbl~kawB-Zh-Ov(=K7o{SMtKb<>CeB(=>05>INY?lp2NJgs+(--j)s@{eO?8Xt*Y
zFC_M7?IsE6CsQ*a1{MK%{Y>m~|MdEncKO~<;r&Q9#rRA+*>2GKcRH{W@dM|q2Zqm>
zI^WUtdndH2dYdM26i2^8L>5$J67vUxfrN!yHuPgy#ZNlZ>z~sM1j0%G-5|_$(b)R$
ztDGJ+@T{rkNmwpyi#C+#wxtywvIn#378Cr_uQ<>-U!D;}B}@I}_a%{HiZw#TYrJwv
zMc}C5($Nck>y{64j=z^kXFKU9m#O!9=&%OFWD`f!JVUiNt$-`|q?honR}Ln$zd>$a
zHBVE3YLZVm;IPNt9nlfZ>7PL(i7hIuNx9Z*9(<k70|a^8N*e-9ZAhicgyAk2G+r*W
zL!2S+-c{dtZ~0!@4DL?v#F-d6q{o{VL8t5=cvCOpU~<Xs4O9kZl@i2Nu_)0=blZI3
zUofAlclI>EA?wNS%Uam#JZxU1RsFxs+!y|UDQI3#MIq4#U-|K%uNja+*&3F{0eE^o
z+%$&XwG7-Z&i)D}E2LaMAHq$W3?4`TzLIMzRCX&Mmu<*gtKk~W`z4#%DUGG4`&1mO
zWOL%khit-A@-?C+`-4giy^Z%AWL_v|ZA41=Q2@r7UNuBU+_gA+G(m2xfRzG`MV}F^
z(_d>k0nvZL2jVQjO!TI^=ZY9X5=HdAHzISye6<IS%h5D%=l!lRjPwwfOYjWrt{H`Y
zep+JUjn%;k&bWHGHvl&1zg`W%vGWHff=xn5H41?)yTH?RzvP?1+l4B#wH3|am7pO(
zVTU;wb1TgNw(?^}@Yu+sv>LyCS~^Zt;@SW`iWVOOCxR-B>3d}dc62LQju(p*yd0y0
zFOFS#lw;}h`c&f+uzh>6I%o38VOchbe5jmLkf=lw(Of7@Qg_Lel&v?;RQj>{Lv#+^
zq%qUzFh}G@k9}E<U^au8rViupMJ$&XAv@w$@sOF{ok`ksc@a%KUbDc$s{b+azKOQ5
zNsF-I0}~Y+hA7brRr(MjoqnoxX(1AzpbcE=|6&x)1CEZrjAs{LJaM)XwDto78U`@*
z#;96kcwnX+sK@61d5XiRSlt7~sN2KJRYo;i?;{-tZbn5(lQZPsG%;)JCLB$rCpr<f
z&?I%JVNYMJg!`xVR~AIwqH0;Ci1r(z{zOCs(;1Ce$19hEnRO=T(cesFp~dZwzZG;l
zB-C2}xnF4X9g6xmJh52Q3fQ5KIJ0s`o&0-*w+2cHZTS|ULF;~r#U!<SnH8zk>et)Q
z|1}_0RzocCgn70*Npj(xd4cgsUX>|-bd%J!*G3Q)I@_j1V&SS4;o;a-aVglksuNTG
za)tWa&$yvY7sCAKeYPh|AAF){?Cb!+E`d-fv(%}W>9tme*(m!1E)^;c+BxERZv2@C
zb*w7RZQKxJ-0##;QD}G@&e!=6=_Rm)Qz!g>930yb4UVuabX1QNbdgt)NN9o6wezBc
zayp}DGH?9u?X~0bRA1xO{y>^~vby+zOlZh2J6U3RStjeA@A}7V|DPO(;}KL2P+V-6
zV75g!A?fl8`JDQ(HK`k3z6S>WdimEfjE%zjD<BpxGS66u$e(p+F|y()s=j{sr>1#X
zvO)4*Q5F8hD-wqJb&hsZdsz_T;EogV+$2q@C-0i8M;ua0bw{VP*2`~dYQJY05W1_u
zAy5#~!E5$~f%e_=b_Iz;l{TmlP}r3pj~8OJaw5gg_CG_esV~0JN69b@eoaf{JAGV2
znavG_=jqEN1n{%`V6iJ>>fjk#Q6z;)zm8NA6kK;H&w3(FH-yb)3I~TMnQ$Au6`ZV5
zYPRfrlPfoy(^Td=8ZS<@_woUh@|%z{b@Q5uyf;!%8E}XEwp?aXv&ZuMkMU2|R6osf
z;Lr13P1@IpzdeeP&{&@V09Tm){9{bF9NRBA2%RH{n@6aJp_sF^XjIiNx}KL_!zhxE
znP9mfg<ta!Ig&}Hf!e`PDYfL5&xH5(Y<AgTNgqRu8qD(@<p&6g)b2?m?I<1{$ha84
zb~DYeGim}2xm$Akiezd~JMeQ(lF8`B9e=Ga$Wf+>sc)raH=$fC8hVJbjabXn^RDd1
z?Wiqdv_aod?g$qB=7(Ml?SrDM+@y7_@m)Q3sCTFa_2@#RVyAM512`ywm(H^OYPS9h
zQut?6{fFR1tOBKYc&D@^{3uQf15udR8PbNLF~d+an(X$p!%d+d_A*EQWS}d8CXDA5
zDrc~+Mw<kbzJ`@2klQ%S#ZM@i|A=`b@`EWM;#0zdnypl6|5Vm-c7j7$^bF;ocqb$y
ztCN$ZfQwBzpK$3@#<Xb$-YD~EMI8*zXk<?5u%z)Vgv~~IwD8@atdmwgd9<BrR$QsM
zE}I&4{=+e>m>6|LvTM<+#_cEs$Xe@(Q$&30@UWSw+9Fr%keSA*#G+y>Km5_`?F#HW
z9a<w41a#b-z+-=b`~ep6pqc*8oVr+r2=qXk?86@23VyI$YL{T;wQ$b(kdBCren;tV
zW@N^oJ2_lpPVj^PlKZPQc`(%s6J0-$GfquajLLfi$?PhD(8DOMr!poG(EXY-&PVfz
zns~@971j<uBrE&N!X!fUD-@YEQN-D}u{MR#t=zSGWtL^Jx6eV8t(DX@8iJ{dOl1^3
zuoMi=hf9yx-<H{F%F^*?qvzZ0RQZ{gqA6sg@=0oM|C&eTst@Abme4lulRcV2My92%
zm~vh$D}YY~;9~s;(?|Z#I9_V~m*}eS(m<uCk3%oGSi$e&byW-aZTsGJ4V$7#E2^th
zzx~!X?TW8cpo-yEwq*9Ux*m>xiKdh#;6ISTde13ScqE6qJ><+Jo1GkPy#w#u=`BEM
zI=<?GH+_?k#Thc~8Y$!~o(-WGCfTT^2>)c~9T6vwBcPR`_bduJ&de607G07n(w%+-
zE62UlDq%unH*j%AkmnVezI3P|SH#uX(e0+d34!p}t5<E%%K^jauSTKEW}5%`K(n?W
zJVOquCt*y91oAu6GS`_Ta(*p>k?ilQ6ZmXoC%`KF@w`%GEaEb$4YA0?A}SX>C&=f-
z7%FX+>+;&Xh}YWFmfAKw6l$3mv4!dnnzZB@ze|r24c&s*bqA4|CS~AE&Ua8oPKl~4
z<g68FOQx!z)%IBFiNupxR9Y+O`-kGk1(<EQvF`7MMsd6c?uiq~M)DyJMXv#c47q-`
zh$9P=uJ(=?4GzqD1l__S^=&Zhdhn$y^8zmR|2AO6`N%J`%_jZt*|KSdqyl*}qB=<`
z!7!~LFbRYBeUt8rja!*HPmZ#+`Z?v3)BIRbv>7+^yCR8*Za7WrC45q&X0KI@Ry*OW
ztfbEy${L78V4WM>L}}k%!|SQ(wxhTw?IxJLu0}9zkDX*7Gp^jh^Wal}!C}ZbygL<c
z$o}3w;=34kY1=N}d%n0uO}X~0?Lde}6Lv>h|KI>r-<Y$Q4P@h?J(Z00{9>$tO+F&%
zLUmxSDnW8xo^<{a?wte0g<5k;HzohbN%B&J>5P-6*P7xdUUhB-9>fNUX9q{x_?e+e
z_pPV~smAq*#*?&K8~RI`;knU|ys(Gi<&sARnTY6<<Lq05PQ4{OxZL=*6|hLgVbOf5
zQ8&wcTN$l))SaOdNa1@m=OaZ#nHBIKakf23<pSlw3KK%lL5eAsB%Z`1$jR(SQd{$O
z+l}{xf@QpM9kq8%IgqVXMsJwI+jN5i>Hpm#vr3eJEaUxmi_9Pc4xv%upI$EFDdZOi
z|H?e6B383-yo903F(dViM)?#6%Z3QCK&Xr+(Y#QE%2&0pPr+jx9~s^?-g{lK8DwIF
zkU$A>lN%_Z1eN{6RidC8_qli`iwQZOb-J>(lq8)pG0Yp*i{!uU@7Vkiu7#A;AjWps
z(~8O<)M(;}{mp1wc!Lo+o(G{M!?4ou5}+uLUscAl=_93Kyv~s=O~gJGh8hBT2mdnv
z0>2XI9l3Tf&90i4K3;P0$4qHZun(hZvkYQPI@jV7JcmP{E2;KLY4GVRa+<-+9P4#B
zrYyc;>?tOweBDx-AcEO#@}T)R!$(Zf#p-AKk!It(S=gg<EkWEG#W3f0u@Tx7>XN;-
z^qYoeNu3gd6!i&<l5_FQN$g{bF}&%5B-@e+?qo8!60uX`k&gF<yW@u9m6}U;C)J&b
zJ37oQ=$}xna9NIq!6fR*Aqua&-@m^4wXZb+Jvl?RFcd2j<3E?af1VJ4`Z}eFDr1#o
zP4}yu0t;?dR6<aH1zXdAruJ0UKuj!8AIAo^svl9r!WNiPrG|pE%rST9Y4O8!sVBHa
ztor^|&_L$mUTBjkn%7#ijlkn@PnM2$H!4GklSjFQzMYQPMBf;t8?~l)dK~IL$hL#a
zR6ya9HGgv=qY!)aZU3mQz!;YOqhe*HN}eI5f#+tmaC{@3pv@^8*`!527p9$)?ugGN
zF2kdN4+wH0)G-blv`m$xe;($->_?ynD0G;YXQ_Y7Us?Z_zvSqtJbUvB9ien;7Y>h+
z;oap=I`u{pOMq2js=<{ReE%1qL{af%h1Hy_r1@}vAKAEvC@$kV+)v`SzGAay$lj!D
zy>O&y%+vxw8x3GU?E-7V_lMYm?dlI(0SN@6yF{lKLt|Ok?_q(i9v9J7J9XKqLy=DM
zsoQu0fdVsvyQ{c9Tc`{W$0ugMH}{p$=zj=aQFp~oUYYWgyE&j|?0j5-Xd|EB3k$U;
zYvOt_8bEwb-fLFHZ#%g(Wjp_W6t0)nU7ti+8rB~dja^hhEr;4A?CO3bdn64UQP~4t
zaGoW4-okn<R8OvlALZNJxoZES;2tQzgNSm-liT0GvSr<sl|wd_{c7>&BllwLh{bRT
zUII1-eP}u!YF|afOR++wI)pqh(=758q6jJvFb7!hGa;|OM5{%tJljvs?I#t%ca-R1
zvv&51Ip+Nur41T=<bz~zja0`K2>s&y-k7r$6i+MSr;50DT%&__!_6Z0bXqhtT;Y=H
zH4AKf4rbs6tTPw+NdU8qXz-`~$#i;V%gDx+D0iHEek%4E0Gc%&jE7JO)_D(jsC_Eb
zFf(mpy%6aN*bMaaJU46=1w)+xTi5ZZn#F{HwAV8fH3YFZn;9mwx}tHm@sARhcNSVf
zcmYhal_a%k9!S5mA;!e8iS?N#14hCzc`Gfzw5X>o#HI7WDMlag^=bGV|KBt)w?VVk
z-*dTXt~Uv%JZG!{Ll?m2o7MNm$GP&NLK#6Pkyj!ZK6QE8Kj^&^jr^h(?)OI*de;)G
zVQgR*^+_7jj1~ai2kPTMii8Efy2f~kL5n{U_z~X^-d#=k-bE8xpq5#1I=)_U2Rc%$
z(-ly-#nfh?rrgd$np8tL2;k!RN8Y|XINdRrto>P%gw;2$E)Y6dW4kSS?7Z(xzxUx1
zKf!<?G?EZL`Z~F^L|S7jpXeq<T&TO%!~&>pF|l_MdGmkkUoQ75KTBf%`Y8xFq;k^|
z44P{)DjY4kLTv-^C;uSxpmZXGjLUc0+B)eap8MGn=>*pJcg5?Pn-{L~oEO9M1=uU|
z+FEd=()e=xBZesQDWwX~FU@+tz40>+UmoC;7ommG;z_>_9C5f=ra8O`JMFW4ztq7w
zaK7#m3eiO^bgT_55|}sRoK<dmy!kG<|ETTf(?0cv0{817{47Mfh;L*GqQPM*YuxHd
z+i9+vF}cdHoVgfRkD?I!6j_K<DrW1@gR`zQn={K%i~m9CLqUE4B9EAMb@MiB6yt+$
zZuaI)yR?LRfCB{xd2_ip9&JmX0m#28+rd7gwnatX1UFLfFFbVHs<6*>^CPa`WvcF6
zIedwhkk5gz8@uDaVHY0-3bB*qO2&kOBK1PN$16pF&8`hz9l3vNWqY;bf4k@e{&LZw
z{)dZ>JMNSie!<{)<1mXn{RD)c3@ap*ou9o#S_1YKa=o4L-r~ona4oAMl{6r%@^nA(
zEr5mOb==Bl3M)M?{maS*(D|bNP3OD831l*Qo*hO3kwB#e2JYi}oQR}qp!_{r+tc86
zn}No3TjROgbv=EoCA4Hfkk<8q4Uct+m;y*GQ+OB*9qh})33aAHnV*PJ@fv$Elh2~9
ziXNamKDuSU5vJnRe~F(Po#MLiJ}D!_dY5yYl9yPvcj<-0#M}Y-`-P!-+u7)^D%s6a
z0(lFFX~jG1l*EcJ2f|>yCOpy4GK&cHmlo)L?tGE5qulz$(8<*HKk`ZLw0wcKQ@Q&{
zAKI55zPO_EA?kX^fnb%!6Q=XuzoP~&3~(!YVm|=o?({rIB_W%p=)MS|jG~5&u!(oq
zx6tQhi>=NDwGc4f^?CSTZlkJ{T0*NOKDzoUx^+2T3sL7O-|Kt-$c3G(Kq!a4^V&>B
z<?M|8Ic?Idz`S=49adLq)o<)X1Mje~mz!9Z1JGpg^3dQ4Q>t5g=p#JzUL)?O_X@>@
zvCG}NfLi_{-J&JJ7<l{QbX`3GA2WdGJ3qcJwvHY?z$Jo0yfno?tZb7H&$CJUZW27}
zp|S~z0mnO*2QlfXJnQ9g9W$RO#~6AlU-fX<uQ%kQj3QCZRtk}#DDEgzn*W%-`m4uz
z+1Un(+t{W*hFLZa?sXFLnIuID3m@Wb3G;nW+uEr@N1O6@`#P9tEZxu?#>SrgXwKmF
z87w;D{{{Xn%OBgU@7d&m#VsMyUDo61JU*Mm%0W4Pc;9SaVQlpW4p#Ou+tW26z#@1s
zeU7+{Luq*TkhZ`w^#%<PbO3xfp`iv*9oiw?@II>a`7xn(Azrq8^Ke-CbmAlm_z9;P
z`YQ6au`BG;?4VU9nCB42ybJSwFJAJ?@_Z>~)w<kLb%69&YoWMz-{*Z%Gq2@KKq{2|
zODc?ZD;&zvClzG?YwPX@8%%4csX29jym2-&AoivC{7*c}Yh>!#PkX8aAhKg$5P$)W
zsGs3pEX#lq4bTjsRjwD&FBOM00Q+zKOS=3ltINe+PWtFaen9~xzw4^OnU}+9?d^?W
zKylrSoZGBtqgp%JS=vBau6}vB)N-{V12Q2d!61OaeR0oC;QX(!k`uUAdx5F@T1*FE
z?R*XJ7{4t>@Xt6um1xe?YIZnDzf33j)|AAy^<O97pKb%U`4QDla#GSFmeRWYqh~5C
z&3XT|>8;iG%4zu{0o^e9p4~;Tm4cxANp*|J;{?d!hofotE+ERn3NUN}Iigahy3Ja#
z;PYRfYegiXE6E}bvrpvhaJ~Z~zj3btC^H^2=DJT1c-WU=#Q()w9AmESST{NE=63?5
zncPjcurFVUk!Dm~QJS6HB;Ed+FjdK9f>`2bjh-voz2F{wHu?-m-~ra?_)XQjKBBR`
zTbRbYlx88{3291!ydt`3x~e5lKSbrguLtSpWN+qNS}u%v)#GAv(6`jWvnN00DFJ0)
zXaNXg0>YxSoR&)-X0UlX_EP53Xtl`OtA*xGcHF>k-VXC=mV&OF&XmXLI=^W+zm2~S
zG+>A&IlNGFu`Sit<2X6nrh{#cSIZt(RG<LMncJ`J+WTFUki7Ai2Pg2{E(Z|>zoOW;
z<m>XLP!AncYlz8LS#is+^wuvPD4l;6pNrLuo_&FpR24+@Uh8#ozY~!iHLD0X>14hp
z*DfBODVUgkZzezIRoux3d4>La*9O$E7B-NF>nlszm8DOOT_a{*p>g+E-YR;syxpKv
zp)`{XBihB?+r%xA++nL|O#cd0g}Cj#8)3UbghYcI_U!d*%jcWuHhHm$8t@sw&s0^U
z9)1$TBn)@B-<9xu<g>{B;=s5)E6bS&G$zKj4hV_^nh1I#nbIIXcGj3;qE`)e-y#6E
z)hm3)zm!e47t2NXY<zZ8I%>d#UEzL9^ZbWk6c9%<Vj1H<U3k;5J6u#z_^5AuT65=r
zars_+O+UGx1jOqAjgGbVkXT6ohldpEC(k%TXq0zs_WR&2o{E3%wTmE?zf%UWtx#Xi
z+f;ON`gxZ*d3jaXewmN1h1$p-M1J2pmz&VtN~rp6BB$Qz*zTmTW}3EtXv#^wZFD!)
z%R^dt(%JO$4dFwG1~$V&Rl|%@RZ(ITK((TN{FW*`|J-8D`-RLhbt|^c5BOSv?Jn73
zB<6eR+A%!CTfi87jdkq-uLn?57A(zaSvrYe4csDJyW|F4+y0;V>V{Xn@s7*vCMv_y
z>AK=m^i437xa!&=I^9rY=8k8SUeGsj2M5#Gkj}XGP4Uu+X0Oi-#6N$Y+=gX|<kRD4
ze7UBd`E-ANj`ilN7T=#w>8PIUtRMW?dhWw8ax6q^I(f_3&D5r2Bm?zZ{AY)bgmeFh
z8rw6XE+stK1&M3N>i?&(_9)W6-~D(j<NFfaiH_*R`g+(Ky!|bnF8>sz&`&bmq>fQo
z9jdI?(juv&xMOk#uAxaAzeX-SbBv^U3~}N=@gc-xc<akN_g;QMzY${9?~q>Jyo+Yz
zr1;6{a7F~13fksz7y7D8ZL5Eq57Y79U+Ei{X6^qS8$YOBbXa@R;~zRgh_=fnB%icT
z1X_bbWVkp*EJ|!rH@|2mTq^)a5o&m!3~7hogj|!S$xe07JrwjZ<1G0dY8}y^T0E_!
z&)$BLTCRkLdqaRkD977lP&TQ{7LMuKi1nQGcNz5RYW-(mF4xk(a_0YJr^}ZC9=mLl
zp$J5DEaRPf*vA7QBM}9j(#W=mdG6))ggLDzyY$zW&JX4>5Gp7{;$DkE3)qc)7||W(
zkmr*nH)4NXF^@kV7TDXj(z!IW8c7ut$k8%(SYMHz%pD(m^oNM_-w??^zvoS$8U2|g
zB~>Y-%WDl&^l1Nt94_5>o2~L&TZaxxu0(P7a!qTYbY>+COCwN*7j`&L8~|He&3Qq`
z@0aPtJy#d-(Qsu6X!w{rv7p@#lbxqS?zQHTV$2c0Nl&EDI1mI*bKx}q>#6^+Y#7-`
z^9b`5qJ!80JDZCd5sa>uYv&Esd)kXpk;0V;pJYe$3x9`T-t|hvY2FLE?w8{lb!RA~
zVffwSy)@x(FK{cw0q*u-l|<j5g{0_@yXT&P1wz!of7^|J+0fSh--P-<Z%q{cXddPA
z=8Ak~Hcn7hsw$npjy(g_wVcl(MU+<FmIG9S*C3z$qxhqhpCKACQQ(_jQas*o@1|Gb
zNib5$i0OPvd7#{%ut;}o1Z=a{7H|BoNtQ|4*L`c+t7xnu+ln((>9u-gjLG0;N3d_=
zjGlI<_mKe{Uvh*Pr(P=K-kXt*zIOxu%b@5a2CuhVdc*@<e!`oOXX5d?UP#H|`(TRA
z6F+0;@n3e~tI`ULbXVfoUpS!4065M6j;~vl=A(7jR`Ns-2R}r^vuN@;-B%$w^7bFU
zm9J_e51G2l7isk@G>^@y9^@N6oU-Z@IqBXP7Q1gfpkQCT+IE2x+`2@m{A0$v=;nG-
z^ruurAE--<$rB{rgp6+Gm&FTbtXiv32{SwS!H*A?a$E){;G4+d-~95adOmc?A~%9m
zWw~pc_k%Z`W2Kw&8Gp((+W?i01Hu2p%aK^rp)JZogR?W&n=@HB)t&Y_$+l63BbxJi
z_!O43D6xExG{iHTp~BT6Vzjl21eEc_YH(3PfGiN-68P=!>VKbOS{#Y88hi!;f4n9w
MsQ@hzH+=Jd0cQM*Y5)KL
literal 0
HcmV?d00001
diff --git a/log/zPythonScripteTest/err_n_plots_multi/MultiFO_Rho_pointmapping.npy b/log/zPythonScripteTest/err_n_plots_multi/MultiFO_Rho_pointmapping.npy
new file mode 100644
index 0000000000000000000000000000000000000000..c726323c54b573ef77024aca2f83707f8792aafe
GIT binary patch
literal 149312
zcmbT+Ll9kQpmyQdwr$(!q+{E*ZQHhO+qP}nMkk$glK=iUYfUn|d-BxUlT)Yad{yt>
zbtaanT)JHKfC0J$=$X7x<BknGB+r!~d7kDulBY?Kyh+;*ojTNSQ@3r0Mvedf{UY^S
zb!_}U_d7PL->&ihbc&prGi6DWAXCaT33?~^zg?l)<qGh>m$s+11Faot?L=#5TD#EN
zmDX;wcBi!mtvzY&MQd+b`_S5#)@ig(r*#IcGijYg>ug%*&^njad9==_bpfplX<bC?
zVp^Bbx|G&sv@WN01+6P-T}A6^TG!CJmezH&uBUYats80GMC)c+x6rzk)@`(Ir*#Ld
zJ89iT>uy^2(7Kn_eYEbU^#H90X+1>iVOo#SdX(0Kd48XNJwoeoT2Ik>mevcjUZ(XL
ztugZc{(Ox|Yb;u0(;A1?xU|NjH9oBgXiZ3KB3cvEnuOM*v?il9Ijt#ZO-XAiT2s@S
zhSs#SrlU1Itr=*|NNXlqGt-)d)~vK<qcuCNIcUvEYc5)I)0&6YytL+{H9xI?(OQ7k
zg0%ikYav<-(^`bqy0q4#wLYy4Xl+PqBU&5N+Jx4ov^Jx)Ijt>dZAoh@T3gfFhSs*U
zwxhK@tsQ9XNNXorJJZ^Q)~>X6qqRG&J!tJoYcE=R)7ppDzO?qEwLh%`XdOuFAX*30
zI)v7tv<{<nIISaS9ZBmbT1V45hSmwRPNa1bt&?e;LhDpor_nlt)>*VJq;(Oki)md#
z>rz^m(Yl=06|}CTbrr3vX<b9>T3Xl9x}Mezv~Hwz6Rn$R-Ad~=TDQ}>gVvq2?xuAw
zt@~)*PwN3%57K&=)}yo@qxCqgCuluI>ls?l(t3{8^R!;1^)jtjXuV47HCk`edY9Ih
zw7#bG9jzZ}{Y>juTEEj8Am8tOrvYgVOlweDgV7qC){wM@rZo($VQCFVYj|2C&>D%>
z$h1bGH9D;^XpKp0ELvmJ8i&@nw8o<~A+3pMO-ySNT9eY6jMn6|rld7Bt!ZdYOKUn>
zGt!!g*37hKr8OI^IcUvEYc5)I)0&6YytL+{H9xHdX#JbkLbMj9wFs?6X)R7`30h0h
zTAJ3fv{s<CBCVBZtxRhbTC37pjn?Y4)}XZ}t+i;aO=}%m>(W|}*7~$Iq_q*PjcIK{
zYg1aA(b}BW7PPjcwH2+cX>CJmTUy)E+Md=9w05Mm6Rlln?MiDmTD#NQgVvt3_M){9
zt$k_jPwN0$2huu-*1@z6rF9ssBWN8->nK`B(>jLMakP%7bpovuX`Mvt6k4a!I*r!p
zw9cS)Catq*olWZ;TIbR_kJkCLE~Ir4t&3@0LhDjmm(jX{)|Irbrgbf?>uB9T>qc6)
z(7KJ*?X>QqbvLbhXx&TeK3ezFdXUybv>vAQ2(3qHJx1#ZT2In?iq<o<o~891truv$
zNb4n9uh4px)@!t0r}YM{H)*{^>m6F}(t3~9`?Nlw^&zd#XnjfRTUtNR`ia)hw0@!W
zUs}J>`X8-7X$_E{=K&1#he2o!Mr#OKL(&?G*3h(up*1Y6;b;v{YXn*&(i(}@$h1bG
zH7c#qXpK&53|eE-8jIH0w8o(|9<A|dO+afxS`*QlnAW7UCZjbuttn|uMQdtW)6klh
z)^xO{r!^z3nP|;SYZh9w(wdFd?6l^jH5aY9Y0X1xURv|hT9DSlv=*baB&}s>tw3uf
zS}W69mDcLC)}XZ(t#xRvM{5IG8`0XB)+V$zrL`HY&1r2xYfD;N(b}5UwzRgRwLPsJ
zXzfUACt5qx+J)Axw05JlJFPuv?MZ7dT6@#lht|Hd4xn`~t;1*?N$VI|$J082)`_%E
zqIEK@Q)rz^>oi)Y(>jCJnY7NLbvCVYXq`*zJX+_|x`5V&v@W7`F|A8zT}taRT9?zh
zg4UI^uA+4{t!rpqOY1sX*VDRz){V4oqP1R$-+M&s)7pU6hO{=KwK1(tXl+VsGg_O|
z+Je@Ww6>zPHLY!EZA<GgT8Gm*g4U6=j-qumtz&2%OY1mV$J082)`_%EqIEK@Q)rz^
z>oi)Y(>jCJnY7NLbvCVYXq`*zJX+_|x`5V&v@W7`F|A8zT}taRT9?zhg4UI^uA+4{
zt!rpqOY1sX*VDRz){V4oqIEN^TWCE?>p5D_(|Uo{i?m*%^)jtjXuV47HCnIJdV|)R
zwBDliF0J=yy-(`{S|8H-h}OrnKB4s~t<PwEPU{O=U())D*4MPYq4h1T?`VBb>qlBY
z)B1zfpS1p>H9$$8Z!zE>2BI|xtwCuGMr&|dL(m$E*3h(up*1Y6;b;v{YXn*&(i(}@
z$h1bGH7c#qXpK&53|eE-8jIH0w8o(|F0JusjZbR=S`*Tmh}OikCZRPct;uLjPHPHU
zQ_`A>*3`77p*1b7>1oYKYbIJV)0&0WY_w*lH3zLZY0X7zZd&uunvd4MXe~f%L0Svb
zT7=f3w3eW?B(0@rElq0~TFcT}j@I(DR;0ButyO5PN^3P*tJ7MO);hG-rL`Wd^=WND
zYhzlQ(%OvH=Crn;wI!{sX>CJmTUy)E+JV+iw05So3$0yg?M7>NT6@silh)p}_M>$G
zt%GPCOzRL@htfKn))BOhrgbc><7u5h>qJ^7(K?ydDYQ<dbsDYHX`MmqY+C2gI+xZ3
zv@WD|5v|K<T}|scTG!LMf!2+*Zl-k$tvhMmMeA-__t3hJ*8Q{|p!E=~hiN@Z>q%Nq
z(R!NJGqj$k^&+iTXuU@3En4r=dY{$@v_7Qu5v@;YeMajGTHnz6p4N}FexmgYtzT*V
zPU}xv1C(OFV!%HPL~CGLgU}k3*5I^;q%}0HVQ39UYb08u(i)xC7_`QsH4d$DX^l^7
zLRu5knv~Y$w5FsrHLYoAO-pM!TGP{-f!2()W}-DStyyTzN^3S+v(uV`)||BFqBS?I
zd1%c`Yd%`@(^`Pmg0%ikYav<-(^`bqVzd^gwFIrDXe~`^8CuKIT8`H8v{s<C60MbK
ztwL*6TC34ooz@z()}pmGt#xRvOKUw^8`Ij1)>gE(rL{e+9cb-DYZqF((%PNYp0xI+
zwJ)vxX&p%GU|NUJI+WI7v<|0r1g#@!9YyPCTF1~jmez5!j;D13trKaTMC%k<r_wr&
z*6Fm)pmip#vuK@7>l|9=(mIdU`Lr&ebrG$LX<b6=Qd*bMx`Nh~w63CcHLYuCT}SJB
zS~t+Tk=8A=Zl`q@t$S%bK<i;zkI;IQ)?>6Dr}YG_Cuu!J>uFlg(0Z2EbF`kP^#ZLI
zX}v`2Wm>P$dX?5|v|gw62CX+~y+!M7TJO+$m)3i<-lz2etq*B^MC)T(pV0c0)@QVS
zru83MztH-X)_-aJM(cN4|D*K>tv_k~MQec4>}?GAhk<AfOluHYgVGv|*5I^;pfx0|
zp=b?FYZzL?(i)D|@U%vtH6pE%XpKy36k4Ow8jaTIw8o${Catk(jZJGDTI13hkJk9K
zCZIJTt%+z&OluNalhT@u*5tINpfx3}sc212YZ_Y9(wdIe^t5K6H6yK=Xw6J(7Fx5?
znvK@%w3ef_JgpUItw?JnS}W69h1ROHR-?5#tu<(^Noy@yYtveX*1ELTqqRP*4QOph
zYa?14)7pgArnEMrwK=UVXl+SrD_UFA+J@G)w6>$QJ*^#R?MQ1UT07I)h1RaLcB8dB
ztvzV%Noy}!d(+y7)&aB*q;(LjgJ~T?>rh&U(K>?GQM68^brP+UX`MprR9dIeI-S-T
zw9ce;7Ok^sokQzfTIbO^pVkGmE~Ir4t&3@0LhDjmm(jYM))lm_q;)l|YiV6a>v~!@
z(7KV<&9rW%bsMeQY288VPFi=<x|h~{wC<<%0Ii2;JwoeIT946soYs@Ho}u*|t#@d>
zN9#jcpV0b@)|a%tq4guJpJ@Gu)-SYvqxCzj|Izw`)}OTgqBTGn_A&<i!$7nKrZoty
zL1_&}YY19H(Hff8FtmoHH3F>>X^li{6k4Ow8lBb{w8o@07Ok;qjYDf(TI120fYwB`
zCZ;tBtx0K3Mr#UMQ_-55*0i){pfw|{nP|;IYc^W5)0%_UT(st<H4m+MY0XdTU$hpW
zwIHp3(^`nu!n78lwJ5E{Xe~}_30h0iT8h@vw3eZ@EUo2etw3u<S}W07nbs<_R;9HX
zt<`C*Noy@yYtveX*1ELTqqPC84QXveYhzlQ(At#N=Crn;wH2+cX>CJmTUy)E+JV-N
zw05So3$0yg?M7>NT6@yki`G80_NBESt^H{oK<gk{2h%!))}gcxqjdzWBWWE)>u6fX
z&^ngZakP%7bpovuX`Mvt6k4a!I*r!pw9ce;7Oit=ok!~eS{Kr~gw|!WE~j-Bt*dEW
zL+e^v*U`G3)(y07q;(UmTWH-%>o!`q)4GG!owV+zbq}q3Y28oj0a_2zdWhD;v>u`L
zD6Pk7JwfY9T2Ik>n$|P4o~89Xtruv$Nb4n9FVlL1*4wn+r}Yu7PiTEg>vLLP()x<l
zH?+Q^^#iS+X#I!Que5%n^*gQq(fWhdpS1p>H9%SRKL-56K(q#?H3+RiX$?kea9Tsq
z8j{w~w1%NIEUn>a4Nq$XS|iaKnbs(@Mx`|xt<h<XNoy=xW78U!)_AnWr!@hs329A4
zYhqfH(wdCc<g})sH6^X7XiZIPT3XZ5nx57Sv}UF?8?8BM%|mN`S_{!ynAW1S7N@lY
zt)*x!Lu*-D%hOts*2=V2rL{V(HE69#Yb{!9(^`kty0q4#wLYy4Xl+PqBU&5N+Jx4o
zv^Jx)Ijt>dZAoh@T3gfFhSs*UwxhKJt(|G@Mr%)6`_S5-)`7GRqIEE>LuegJ>o8h}
z(>j9Ik+hDYbu_JGXdO%II9kWkI)T=Sv`(URGObf+ol5I8TBp-GgVvd}&Z2cTt#fFd
zOY1yZ=hM1?)`he#qIEH?>u6n1>jqjk(z=P(&9rWzbt|pgXx&ch4qA88x{KD`wC<sG
zFRj;Ty-w>5T5r;Ni`Lt;-l6p_t@miXPwN9(AJY1W*2lCyq4g=P&uD#4>kC?6()x<l
z*R;N&^)0RMXnjxX2U<VU`ia)hwEjcu7h1p4`Y)~DX#Gy>f3*If^(U>rXbn(~J&ghX
zFc7VQX$?YaP+Ei08l2Vyv?ioA5v_@7O+sr@T9eV5oYoYyrld6$t*L2ELu*=E)6<%X
z*37hKp*1V5*=Ws9YYtj-(wd9b+_dJQH7~9CXw6USU$hpWwIHp3(^`nuBD5BxwLGmA
zXst+VC0Z-fT7}lCv{s|FI;}Nntwn2XTI<kSm)3f;)~B@rtqo~yL~CPOo6y>n)@HOe
zr?myGEop5<YinBD(At*PcC@yqwF9jkY3)R7XIi_^+LhLBw05Vp2dzD6?L}*ETKmx2
zm)8EY4y1Jut%GSDLhDdkhtWEm))BOhq;(XnV`v>m>v&ox&^npcDYQ<dbq1|7X`Myu
zY+C2gI+xaYv@W1^5v_}9T|(<pT9?tfg4WfvuAy};t?OuAPwNI+H`2O^)@`)zpmis$
zyJ+1_>mFM7(z>74gR~x^^)RhRXgx~nF<Ot)dV<zdw4SB)9IfYRy-4e2TCdQ0oz|PQ
z-lp{qt#@g?N9%oBAJF=c)<?8Hru8YU&uD#4>kC?6)B1+i_q2Yb^%Je1Y5j-RFSLH8
z^<P@Q)A}E+KWGhF{`a2NFtmoHH5{$sX^lW@L|P-!8im%Vv__{j2CcDZjZ13+T9eS4
zl-6XlCZ{zOt!ZgZPitmcv(cJ^)||BFqBS?I`Do2gYe8Cz&{~w%610}0wKT0|X)Q-<
z1zIc8T8Y-mv{s?D8m-l7twC!oTI<kSm)82UHm0>1tu1J6No#9b+tS*O)(*6GqO}XH
z-DvGWYcE>+(At;Qezf+dbpWjcX&prCU|NUJI+WI7v<|0r1g#@!9YyPCTF25lj@I$C
zPM~!nt&?b-LhDpor_nl{))}<Uq;)o}b7-AQ>wH=l(7KS;MYJxabqTFYX<bh13R+jv
zx{B7-w639bEv@Tm-9YO`TDQ@<lh%E-?x*!2t%qqnLhCVFPtbaj*3-0}rS&|m7iqmr
z>s4B>(R!WM8?@e}^%kwSX}v@1U0UzadY{$@v_7Qu5v`ADeM0L~TA$JSoYoh#zNGaP
zt*>c)L+e{w-_!bm){nG)qV+SaUugYG>%X*qqxCzjKWP0)>n~aZRN#Fq2K>Xov<9U$
z1g)WI4M%H4TBFb!jn?S2#-KGOt+8m0O=}!l<I)<B*7&q0pfw?_iD*qsYZ6+M(wdCc
z<g})sH6^X7XiZIP8d}rRnvT}=v}T|+BdwWe%}i?+TC>ucjn?e6=AgAOtwm@pN^3D%
zi_=<y){?ZAqO~-wWoRu+YdKoW(^`SninLauwKA<$Xst?XHCn6FT7%Y_wAP}vHm!AN
ztxIb?TI<u=fYyezHlnpLtxafcN^3J(o738Y)|RxkqO~=xZD?&vYdc!o)7pX7j<j~7
zwKJ_<XzfaCH(I;X+Jn}fwDzL4H?4hW?MrJvTKm&FfYyPu4x)81twU%XO6xpY=hM1?
z)`he#qIEH?OK4q6>oQuG)4GDzm9(y+bv3PPXkAO|I$GD$x`Eb>v~HqxGp$=_-Ad~=
zTDQ}>gVvq2?xJ-!t$S$QOY1&b_tScS)`PSjqV+JXM`%4t>oHo7(|Ur|leC_q^)#(#
zXgy2oMOrV>dYRTMv|gq48m-r9y-DkBS|8H-gx06DKBM(HtuJVON$V?GU(@=A*0;32
zqxC(lA87qZ>nB=2)A|psUugYG>%X*qqxCzj|IzxB)&LcG9>9Qq7>L%uv<9Iy7_A{_
z4M}S#T0_$shSqSjMxZq!t&wPrOlwqHqthCL)|j-$qBRb!@o0@tYeHI+(VB_Yth8pQ
zH5aXUY5kklLbMj8wHU3%X)Qr(Nm@(MTAJ1}w3el{9IfSPtw3u<S}W69mDXysR;RTF
ztu<+_MQd$Z>(W|})&{gTq_q*PjcIK{Yg1aA(b}BWmbA8}wGFLpX>CVqds;iv+L_ia
zw05JlC#}6`?M-VRTKm%4pVoo24x)81twU%XO6xFMhtoQe)={*MrgaRhV`&{v>jYXS
z(K?ydskF|ZbtbK|Xq`>#99rknI*-=*v@W1^A+3vOT}<l|T9?wgjMn9}uAp@#t*dBV
zP3sz3*U`G3)(y07q;(Umn`zxj>o!`q)4GG!owV+zbq}rkXx&fi0a_2zdWhB|v>v7P
zIISmWJxS{+T2Iq@mezB$UZC|Nt(R!MOzRa|uhDv))*H0mr1ci9cWAv!>pfcU)B1qc
zhqOMT^)anaXnjWOb6Q`}`jXbyw7#MBEv+AD{Y2|$TEEizjn?n9{-E_It-ojuP>KDF
zf&MTstwCrFN^3A$gVP$4)=;#DrZo($VQCFVYXn*&(i(}@D6~eUH5#qaX^lZ^Oj={n
z8i&@nw8o<~KCKC8O-O4ZT9eS4l-6XlrlvI=t(j@fLTff!bI_WT*4(t_r8OU|f6-cy
z)<U!vp|u#TC1@>4Ybjbw(^`hsvb2_?wLGmAXst+VC0Z-fT7}lCv{s|FI;}Nmtx0Qb
zTI<kSm)3f;)~B@rt&M1HOluQbo6*{w))ut3qO~=xZD?&rYkOKd(AtsKPPBHWwF|A?
zXzfmG4_bTD+KblSwDzI3AFTsu9Zc&mT1V14hSmwRPNsD#t<z|oLF+79XVW^D*7>w9
zq;)Z^OKDwB>k3*|(z=S))wHgmbuF#yXkAb123j}Lx{21!v~HnwE3MmT-A?NcT6faA
zi`Lz=?xA%rt@~&_K<i;zkI{OP)-$x8r}ZMOmuS6A>lIqB(t3^7>$KjW^(L*iXuVDA
z9a`_wdXLuov_7EqA+3*SeN5{UTA$MTjMnG0zM%Cbt*>Z(P3s$4-_rVy*7vl2p!FlI
zpJ@F|>$yR{_pzR*^#ZLIX}v`2Wm>P$dX?5|v|gw62CX+~y+!M7TJO+$m)3i<-lz2e
ztq*B^MC)T(pV0c0)@QUnr}YJ`FKK;6>uXxy(E66vceK8z^#iRRY5hd&XIlTE^$V?`
z2mk*4X&73=(i)D|@U%vtH6pE%XpKy36k4Ow8jaTIw8o${Catk(jZJGDTI13hkJk9K
zCZIJTt%+z&OluNalhT@u*5tINpfx3}sc212YZ_Y9(wdIe^t5K6H6yK=Xw6J(7Fx5?
znvK@%wC12SC#|_?%}r|_TJzGHkJkLOCLa3xJZUmoN6<Qw)={*MrgaRhV`&{n>v&ox
z&^nRUNwiL;bqcLhX`M#vbXsT7I+NB}w9ck=4y|)(ok#0@S{Kl|kk&=CE~a$}txIWL
zM(c7~SJ1kW)>X8wrgaUiYiV6a>v~!@(7KV<O|)*NbqlRqY28Nac3OAPx|7yjwC<*L
z53Ltyy-4dNS})Ujh1RRIUZeFotv6`BN$V|IZ_|2**1NRcqxC+m4`_Wz>mynp)B1$g
zr?ft!^*OCCXnjfRD_URE`i9oGw7#SDJ*^*T{YdL4T0hhJ53OHl{YvY<w0@)YJFWlG
z`h(V=wEm(sz%bsQW57QQL~AfwL(m$E)-be&qcuFO5onD_Yb07D(;9`=sI*3-H9D;^
zX^l;599rYj8jsfav?ioAF|A2xO-gGrT9eb7g4UF@rlK`9t!ZdYOKUn>)6<%P){L}f
zqBS$ES!m5lYc^W5)0%_UoV4bmH8-t!Xw6G&K3enB`WLMQXe~(V-?SE@wJ@zkXe~->
zF<Oh$T7uS+w3ec^G_7T5ElX=TTFcW~f!2z&R-&~styO5PN^3P*tJ7M8)|#}|qO~@y
zb!e?iYXe#v(b|;OX0$e^wFRv$X>CPoYg*gT+LqRKw6>?UGp$`{?MiERT6@silh)p}
z_Mx>et^H^nMC(vmhtWEm))BOhq;(XnqiG#O>sVUH(K><FiL_3lbt<jXXq`dpOj>8r
zI)~P|w9cb-0j*1DT}JD2T36D#iq_S%uAy};t?OuAPwQ4%x6!(T);+ZDqjf*62WUM;
z>v3Ao(0Z2E3$$LO^%AX@X}v=0HCk`bdXv^$wBDxm4z2fSy-({yS|8K;gx06DKBx5s
zt*>Z(L+e{w-_iPk)=#v4ru83MztQ@g)?c&+7|y=NKz|s7)}XWor!^$4VQ39UYeZTj
z(;9`=sI*3>H72dGXpK#4Tw3GPnvm8+v?il91+6J*O-pM!S~Jj^k=CrVW}`I+tvPAU
zOKSmI3(;Db)*`ePrL{P%C1@>0YiU}`&{~ex^0Zc<wIZ#RX{|zQRa&djT7%Y_wAP}v
zHm!ANtxIb?TI<u=fYyezHlnpLtxafcN^3J(o738Y)|RxkqO~=xZD?&vYdc!o)7pX7
zj<j~BwJWVXXzfL7Z(94)I*`^uv<{<nIISaT9YyOnTF28mk=9AHPNQ`et#fFdOY1yZ
z=hM1?)`he#qIC(aOKDwB>k3*|(Yl(}HMFjybv>;cXx&KbW?Hw<x|P;#wC<pFC#}0^
z-A(HrTKCerkJkOP9-#Fgt%qnmOzRO^kJ5UK*5kCEp!E!`cWJ#x>wQ`u(E5<pN3=en
z^(n2-X?;QKD_URE`j*yrw0@xVBdwol{fE}CwEj!$H(I~b`X8-7X#Gj+FIoePVE<vj
zKMX``R9d6a8lBb{w8o@07Ok;qjYDf(TI10gpVoboet$pRPwN3%57K&w*2A<Oq4g-O
z$7nrH>j_#<(t3*4)3lzU^(?LDXgyEs1zIoCdWqJ{v|ge0Dy`ROy-w>5T5r;Ni`Lt;
z-l6p_t@miXPwN9(AJY1W*2lCyq4g=P-)Q|#>wmQVp!FxMzi16Gne&SQ|1c1(foTmw
zYfxH)(HflA5VVG*H59F(X$?bbSX#r;8lKh&v__;g60MPGjY4ZwTBFe#oz@t%#-ueC
zt+8p1Lu*`G<Ix(Q)&#UBq%{$(iD^wjYf@U1(VCpr6tt$KH5IL?X-z|GT3XZ5nwQpm
zv=*eb5UoXMEk<hzT1(Peiq_J!mZ7yQt>tJfPiqBQE7Dqt*2=V2p|vWl)o86wYYkd!
z(prnwhO{=JwK=V=Xl+kxM_Rkm+MU+kwDzU7AFcgq9YE_qS_jcOnARb*4yAP%t;1;@
zLF-6bN7Fin*0HpXqjfy36KS19>ttG|(>jCJS+vfkbq=j_X`N5&0$LZ+x`@`rv@WG}
z8Li7{T}kUITG!CJme%#OZlHA|t($1wLhDvqx6`_V)}6HOqIEZ|duiQA>j7F1(t3#2
zBeWi+^*F63Xgx{mDOyj{dWP0>w4SH+BCVHby+Z3%TCdT1oz@$)-lX*wt+#2tL+f2y
z@6-B#)`zq{ru7M}PicKd>kC?6()x<lH?+Q`^&PG6Y5hR!M_NDA`Y)~DX#Gy>f3*Ih
zHNX`1GY0&_z_bRXH5jeIX$?VZNLoYD8k*KHw1%ZM9IfGLjYMl?TBFb!oz@t%#-ueC
zt#N3LPiq2N6VsZ6)?~D%pfx3}sc212YdTuf)0%<SOtfaEH4Cj-Y0XA!c3N}Lnv>RC
zwC1KYFRl4#%}?uJv=*SX5Uqu2EkbKiT8q(IoYoSwmZY^5t)*!#OKUk=%hOtc*2=V2
zp|vWl)o86wYYkd!(prnw+O*cCwH~eYX>CAjLs}cr+L+cRv^J%+8LiD}Z9!{GT3gZD
zn%1_owxhK@tsQCYL~CbSyU^N=*6y_SptUEhy=m=3YhPOX(b}KZ0kjUJbr7wCX&plA
zP+Eu4I-J%Kw2q{86s@Ca9YgC_TF22kp4JJpPNa1bt&?e;LhCeIXV5yE*15FKqjeFj
zOK4q6>q=Tz(Yl7#wX|-ebrY>yXx&QdPFnZUx}Vkqv>v4O5UodOJxc3wT2Ih=lGf9-
zo}u+Dt><XHK<h<XFVT9L)~mE$qxCwiH)y>{>n&Pu(|U*2yR_b;^**f+XnjcQBU&HR
z`h?b}v_7NtIjt{feM##pT3^%phSqnqexUUet)FTAm)7sJ{-ia)RQ5dv{=*=&2BS43
zt)XZQPitgaqtF_a)@Zawr!@wxv1pA=Yg}66(VBqPgtR86H3_ZBXiZLQN?KFVnugZ2
zw5FpqJ*^pN%}8q|S~Js{h1RUJW}~$@ttDtJNoy%uOVe70*0QvgqqRJ(6=<zUYb9DM
z(^`ers<c+4wK}aeXst<WEm~{ST8GxUwAQ1wKCKOCZAfb)T6@yki`L$>_Mx>et^H{2
zPwN0$2huu-*1@z6p>-&&!)P5&>j+v$(mIOP(X@`Cbu6vpXdO@M1X?H3I*HcFv`(RQ
zDy`FKolffvT4&Nai`Ln+&Y^WKt@CJ|PwN6&7t*?j*2T0gp>-*(%V=Fr>k3*|(z=S)
z)wHgmbuFz2Xgx^lAzBa9dW6=av>v1NIISmWJxS{+T2Iq@hSsyRo}=|Vtruv$Nb4n9
zFVlL3)~mE$qxCwiH)y>{>n&Pu(|U*2yR_b;^**f+XnjcQBU&HR`h?b}v_7NtIjt{f
zeM##pT3^%phSs;VzN7U$tsiLpht{vOexvn2T7S~|i`D?s*smDy4+GH}nARY)2BkF^
zt-)yxNo#0Y!_XR*)^N0jr!^w2k!g)WYgAgJ(HfoBn6$>CH8!nrXpKv2JX+(^nt;}X
zv?ii8F|A2xO-gGrT9eb7g4UF@rlK`9t!ZdYOKUn>)6<%P){L}fqBS$ES!m5lYc^W5
z)0%_UoV4bmH8-t!Xw6G&K3enB`WLMQXe~(V-?SE@wJ@zkXe~->F<Oh$T7uS+w3ec^
zG_7T5ElX=TTFcW~f!4~jR-?5#tu<(^MQd$Z>(E+{*7~$Iq_qjHO=)dLYjav#(AtvL
zR<yRJwGFLpX>Cty2U<JQ+J)Axw05Vp2dzD6?M-VRTKm%4pVq;&4yAP%t;1;@LF-6b
zN6|W()-kk>rF9~$lWCnw>oi)Y(>jCJS+vfkbq=lbX<b0;5?Ytix}4V4w63Lf9j)tW
z-AwCtT6fU8ht|Ec?x*z-t%qqnLhDglkI{OZ)|0fJqV)`|XK6i0>v>u)(0Ym1%d}pl
z^*XILXuV16ZCdZq`heDlv_7Ks39Zj)eNO8OT3^%phSm?Xex&s?tzT&UO6xaTf6)4i
z)_~K0?`sWAYY<w4(i)uBkhF%PH8ibZX$?<nBwC};8kN?Vw8o}24y_4jO-O5ET9eS4
zg4UF@rlvIwtr=*|LTff!v(uV`)||BFrZo?(`Do2g>tD1Mr1fuF3(;Db)}pi)qqR7#
zC1@>0YiU}`&{~$(a<rDGwF0dbX{|(SWm>DyT9wvnv{t9J2CX$|twn2XTI<kSm)3f;
z)~B@rtqo~yOlwnGo738Y);6@ZqqRM)ooVe#Yd2bZ(b}8VzO?qEbr7wCX&pxEC|bwS
zI-b@Ev`(aT60MVIol5I8T4&HYlh)a^&Y^W4t@CMJK<h$U7t^|g)}^#Aqjd$XD`{Ot
z>uOrp(z=e;^|WrFbtA2tXx&Wf7FxH`x{cQDwC<pFC#}0^-A(HrTF=vZf!2$(UZV9f
ztygHhO6zr6Z_s*+*4wn+rS%@I4`_Wz>tkA<(E5zl=d`|{^(C#ZXnjrV8(QDe`i|E3
zw0@xVBdwok4L0NVUen;ThM+Yht)XZQO=}oh!_pd#*6_4Opfw_`k!X!fYZO|e(i)A{
z=(NV5H72dGXpK#499rYj8jsfav?ic6A+3pMO-ySNT9eY6jMn6|rl2(?t*K~DO=}uj
z)6$xb*7USypfw|{nP|;SYZh9w(wdFd?6j7owG^$TX)Qx*Sz61{TAtPlv{t0G60MbK
ztwL*6TC34ooz@z()}*x-t+i>bLu*}H>(N@D)&{gTq_q*PjcIK{Yg1aA(b}BW7PPjc
zwH2+cX>CJmTUy)E+Md=9w05Mm6Rn+T?Luo;TD#HOoz@<-_N28Jt-WdOLu+4J$Iv>K
z)^W6sr*$%|Q)!(}>r7f_(>jONxwOusbv~^NXkAF_B3c*Ix`fuHv@WA{Ijt*bT}kUI
zT36G$hSs&TuA_A;tvhJlP3r+#57Byz))Tazq4gZC7ihgm>m^z*(|U#0tF&ID^*XIL
zXuV16En08WdY9IFwBD!n0j&>deN5{UTA$PUg4S2GzNYmJt#4_4PwNL-KhpY%*3Yzl
zq4g`R|I+%M)*rO~q&2`y{ttiw|1c1(foTm&YcN_v&>E7~P_%}oH4LrcXbn$mL|P-!
z8kyE8v__>h8m-Z3jY(@PTI0|fm)7{SCZIJDt%+$(N^3G&lhc}l)>O2nrZp|C>1fSB
zYerf#(VCgoEVO2$H9M_2Xw5}yZd&uunwQpmwC1O^0Ih{+Elg_>T8q+Jg4U9>mZG%`
ztz~H~M{5OIE74kw*6Os@ptUxwb!e?iYdu=))7pU6hO{=KwK1(tXl+VsGg_O|+Je@W
zw6>zPHLdMv?MQ1UTD#ENmDcXG_N28Jt$k?iOKU$``_npr)`7GRqID>(!)P5&>quHh
z(K?#eF|>}QbsVkZX`MjpBw8oaI)&D$v`(XSCatq*olWZ;TIbR_kJkCLE}(TGt&3<~
zOzRR_m(jYM))lm_q;(CgYiV6a>v~!@(7KV<O|)*NbqlRqY28Nac3OAPx|7yjwC<*L
z53PG?-AC&IS`X5Ch}I*t9;Njdt;cCSN$V+EPt$sa)^oI;r}YA@7iqmj>t$N6(0Y~D
zYqVac^#-jsX}v}3ZCdZpdY9IFwBD!n0j&>deMIYHTA$GRl-B38zNGavt#4@kK<g)3
zKhydzt>0<=kJbRQcs{^@e;An7Ahd>{H6*QJXpKN?6k4Ow8jaTIw8o@07Oin;jZ14h
zTI182kk&-BCZ;tBt;uLjPHPHUQ_`B6)-<%Hr8OO`>1oYCYerf#(VCgoEVO2&H5;wj
zY0W`vPFi!(nw!=<wC1HXAFcUm{fpLuv=*YZ2(86vElF!>TFcQ|p4N)AR-v^jt<`C*
zMQa0E8`0XB)+V$zrL`HY&1r2xYb#n?)7qBScC>b&wIi*aY3)L5H(I;X+LP8^wDzX8
z53PM^?MG{WS_jZNkk&!84yJVotwU*@PU{R>XVN;0*4ebqp>-~;^Jtw<>jGLA(z=M&
z#k4M=bt$dOXkAY03R+jvx{B7-w639bEv@TlT~F%<S~t?ViPn>}o}%?Mt!HRGOY1pW
z&(nH=){C@WqV+PZS7^OT>or=h(|Uu}o3!4d^){_{XuV78JzDS6`heDlv_7KsF|AK%
zeM;*yTA$PUg4UO`zM}Ott#4?3OY1vY-_!bm){nG)qV+Sa|Iqq{)~~ewOY1jUztj33
ztv_h}N$W3KBhUW5XEh3~QE81vYjj#;&>EB0ShU8bH4d$DX^lr~d|DIGnvm8+v?iuC
z39U(KO-5^ST2s)PlGaqTrlvIwt!ZgZM{9aoGtiom)=ac!p*1V5*=Ws9YYtj-(wd9b
z+_dJQH7~9CXw6USU$hpWwIHp3(^`nu!n78rwIr>jX)Q}@d0H#bT9MXDv{t6I3awRX
ztww7NT5Hi-o7OtC)}^%`tqo{xL~CPOo6y>n)@HP}ptTjPt!ZsTYg<~|(b}HY4zzZp
zwG*wKY3)L5S6aK#+MU)OwDzR67p=W%?L%u{TKm!3pVk4i4y1Jut%GSDLhDdkhtWEm
z))BOhq;(XnqiG#O>sVUH(K?>i3A9e6brP+UX`MprR9dIeI-S-Tw9ce;7Ok^sokQzf
zTIbO^pVkGmE~a$}txIWLPU{L<SJJwg)-|-Qr*$K(n`qrk>lRwK(z=b-?X>QobtkR6
zXx&5Wep(OEdWhD;v>u`L7_G-?JwfX!TF=pXf!2$(UZV9ftygHhO6xURuhV*i)?2jR
zru81J4`_Wv>tkA<(E5zl=d`|{^);<;XnjZPds;uz`ia)hwEjcu7h1p4`Y)~DX$>^z
z_ukiFw1%KHB(0%n4M%HuS|idLnbs(@Mx!+*t+8m0O=}!l<I)<R)&#UBqBSwCNoY+<
zYcg6>(3+Cg)U>9hH65+#Y0XG$7Fx5>nw{1hwC15TFRl4#EkJ8QS_{!ynAW1S7N@lY
zt)*x!M{9XnE7Dq-)+)4CrL{V(HEFFyYaLqa(ORF@#<Vu2wHd9gXl+AlTUtBP+KJXK
zw05PnC#}6`?Mv%GT8Gj)jMm|_j-YiEt)pojOY1mV$J082)=9KZrgaLfQ)!(}>kL|F
z(mIRQIke8DbsnwrX<b0;LRuHmx|r4_v@WG}8Li7{T|w(gT36A!n$|V6uBCMyt?Oys
zK<h?YH`BV6*6p<Jq;(gq`)EBt>p@zN(t3>66SSVB^(?LDXuUw|MOv@YdXv_>wBD!n
z0j&>deMIYHTA$GRl-B38zM%CLt*>c)OY1vY-_!b$)=#v4ru83MztZ|It>0+<PU{a^
zf71Gk)&O()zX1mP!$7nKrZotyL1_&}Yj9da&>E7~P_%}oH4Lp`X$?nfcv=(EnuylK
zv?if7DXqz9O-^e{T2s-QhSs#Srl&Ont(j=eOlwwJv(cJ^)||BFqBS?Id1%c`Yd%`@
z)A|>!1!yfu>)*5%qO}UGRcWn8Yjs*{&{~t$TC~=twGORyX`Q#}_xaQLv@W1^A+3vO
zT}<l|T9?wgjMn9}uAp@#t*dBVP3sz3*V1~7*5kCEp!FoJr)WJ*>ls?l(t3{8^R!-|
z^&+j8XuVA96<V*-dX3iWwBDfgCat$<y-n*KTJO?&kJkINKA`m>t&eDZOzRU`pVIn_
z*5|aop!FrKuV{Tu>l<3%()y0p_q2YX^&_pHX#Gs<KeT?KHNxiK=U*ez8j04(v__#d
zDy`9IjZSL}T4T~0i`Lk*#-TMXt?_70NNXZm6VsZ6)}*v1qcu6LDQHbeYbsh()0&3X
zw6vz9H9f5vXw67#CR#Jonw8e<wC1I?0IdaS{hQW8v=*kd2(3kFEk<hzT1(Peiq_J!
zmZ7yQt>tJfPiqBQE7Dqt*2=V2p|vWl)o86wYYkd!(prnw+O*c8wJxpoXsu6c16mu>
z+KAT1v^Jr&DXq<DZBA<oT3gcEiq_V&wxP8xt?g)SPiqHSJJQ;j)^4<Rr?n@oy=m=3
zYhPOX(K>+EfwT^ybug_%XdO!HFj_~@I*QiOw2q;5JgpOGok;6sTBp!DmDXvrPN#JS
ztutwzMe96T=hM1?)`he#qIEH?OKDwB>k3*|(z=S))wHgmbuF#yXx%{TW?Hw<x|P;#
zwC<pFC#`#E-An5}TKCg>kk-Sr9-;Lpt;c9RPU{I;Ptkgs)-$x8rS&|mmuS6A>or=h
z(|Uu}TeRM$^$x9fX}w45eOe#T`iR!Yv_7Hr4Xqz({Y2|$TEEizjn?n9{-E_ItpT?1
zz6t~WVIW!q(;Af4V6=vyH6*Q}X$?nfBwC}>8iUrDw8o+}F0JutO+afRT9eV5lGfC;
zrlB=Gtr=*|Olx*pbI_Wb*1WXlqxCOZ3(#7S*1u^jL~CJMi_%)0))KUqq_s4yWoa!(
zYXw@X(prty8no7;wKlDFX{}Fd16mu=+Jx3-w6>tN6|HS(ZA)uATHDjwf!2<+cA~X2
ztzBsCN^3V-yVKf()}FNXqO~`zeQ51VYkyh?&^nOTL9`C0bqKA)XdO=L2wF$cI-1ro
zw2q^7JgpOGokZ(oTBp!DmDXvrPN#JSt+QyIP3s(5=h8Zl*7>w9pmh<gD`;Iq>v~!@
z(z=P(EwpZ<bvvy)Y28ihURw9ldXUz`v>v7P7_G-?JwfY9T2Ik>n$|P4o~891t><aI
zK<h<XFVT9L)+@ALrS%%E*J-^$>rGm3(R!QKJG9=V^&YMFX?;lRBU&HR`h?b}v_7Zx
z1+6b>eMReQTHn(8j@I|IexUUetzT&UM(Yn+18ikaV&FdvN^3A$gVP#<){wM@qBS(F
zVQ39YYdBiN(;9)+h_ptcH8QPHXpKs1G+Lw68iUrDw8o+}Hmz}JjZ14hTI182fYyYx
zCZaVltx0H2N^3G&lhc}o)~vK<qcuCNIcUvEYc5)I)0&6YytL+{H9xI?(OQ7kg0%ik
zYav<-(^{0)Vzd^gwFIptX)Q%-X<EzBT9(#ww3er}0<9Hktwd{OTC31nmDXysR;RTF
ztu<+_MQd$Z>(E-4)_Szor?mmC4QXveYhzlQ(At#NX0$e^wFRv$X>CPoYg*gT+LqRK
zw6>?U1Faot?L=#5TD#ENmDX{zj;D13trKaTMC)W)r_ef;)@ig(r*#IcGijYg>ug%*
z&^njad9==_bpfplX<bC?Vp^Bbx|G&sv@WN01+6P-T}A6^TG!CJmezH&uBUYats80G
zME}1o?IBvvD*&T#8r!yQwy}-I#*J;K4I7&`wr$(CZQE#)4!ZXwqi5~;zy9@}^Bvtl
z>qc5P(Yl$|EwpZ>bsMeQY288VPFi=-x{ucVv>u@KAgzaJJxuEnT949tjMfvhUZC|N
zt(R!MOzRa|uhM#r*6Xz1p!FuLw`jdh>m6F}(t3~9`?Nlw^&zc~XnjoU6I!3q`hwP%
zw7#PCHLY)GeMjpDT0heIiPq1wexdant>0<=LF-RigKXx!fkA&UIISUQ4M}S#TEoy9
zj@IzBMxZq!t<h+WL2DvflhB%+)>O2nr!^C;*=fx|>+iJwL2GVW^U#`?)_k<)r?mjB
z1!*lrYhhZ8&{~w%;<T2ewG^$TX)Qx*Sz61{T7lL-X{|_WWm>DyT9wvnv{t9J2CX$|
ztwn2HTI<nTpVkJn2GH7w)+V$zrL`HY&1r2#YinBD(At*PcC>b&wIi*aXzfgE7h1d0
z+KtxkwDzF27p;HO+MCuswDzU7AFTsu{fE{;v<{|qD6J!C9ZBmbT1V45hSssPj-z!v
ztrKXSNb4k818JR1>l9k2(mIXS>9o$Ebr!9&X`MssJX+_|x`5V&v@W7`F|A8zT}taR
zT9?zhg4UI^uBLSjt?OuAPwNI+H`2O^)-AMdrFA>4J80cW>n>V%)4G?|eYEbU^#H90
zX+2Eq5n7MZdW_cNw4S8(6s@OeJwxkRTF=pXp4JPrUZnLhtygHhO6xURZ_s*^*4wn+
zrS%@I4{3c&>l0d^)B2LuSG2yS^$o4>XnjxX2U<VU`ia)hw0@=a8?FD+`h(V=v<BJ2
zp2ncR7>w57w1%WL6s@6Y4MS^KTEo#Ap4N!8Mxr$`tx;%=N^3M)qthCb*7&q0rZpL@
zDQHbeYie54(wdIe476sVH4ClTXw5-uE?WPfH8-t!Xw6G&K3enBT7cGqv=*YZFs(&s
zElO)KT8q<Kg4U9>mZG&Ztz~E}OKW*rE71BUtrcmlL~CVQtI}GH*6Os@q_q~UwP~$O
zYdu=)(;7f)Ls}cr+L+cRv^J%+8Lcg7ZAoh@T3gfFhSs*Uwx_idtzBvDLF-?%_N8?I
ztpjNtMC%Y*htWEm){(T1rgbc><7u5p>m*tOX`M{#6k4a!I*r!pw9cS)Catq*olWZ;
zTIbR_kJkCLE}(TGt&3<~OzRR_m(se7*5$OWpmi0kYiZp;>t<TF(Ylk?-L&qZbuX>^
zXx&fi0a_2zdWhD;v>u`LD6Pk6Jx=QhT2In?iq_M#o}u+Dt><XHK<h<XFVT9L)+@AL
zrS%%E*J-^$>rGm3(R!QKJG9=V^&YMFX?;!W8(QDe`i|E3w0@xVBdwok{Y>i@TEEiz
zjn;o@{Z8u-T7S|Sd+Y!ES>w<em)3Z+#-}v_tqEyOL~CMNlhB%!)?~CMr!@twDQQhb
zYie54(3+OkbhM_YH3O{~Y0X4yW?Hk*nw8dUv}UI@2dz12%|+|)wEjVBZd&uunwQpm
zwC1O^0IdaSEktW!T8q$Hl-6Rj7N@lYtqo`mptT{bjc9F5YZF?V(%OvH=Crn;wI!{s
zXl+ev8(Q1b+JV-Nw05GkGp$`{?MiDmTD#NQgVvt3_M-JKTK}fCH?4hW?MrJvTKm)b
z53M6<9YyPCTF1~jmez5!j;D13t&?aCq;)c_Q)rz^>oi)Y(>jCJnY7NLbvCVYXq`*z
zJX+_|x`5V&v@W7`F|A8zT}taRT9?zhg4UI^uA+4{t!rpqOY1sX*VDRz){V4oqIEN^
zTWH-%>o!`q)4GG!U9|3@buX>^Xx&fiL0S*ddYINDv>v7P7_G-?JxS|nTF=mWmevcj
zUZnLBtygHhO6xURuhV*i)|<56qV+bd_i24V>qA-}(fXLyC$v7L^*ODtXnjrV8(QDe
z`i|BQw0@%XGp%1}{YvXMTEEl!gVvw42HD1aGY0*|;IxLIH6*Q}XbnwkSXv{{8j;pW
zv__^iDy`9JjX`TnT4T`~o7OnA#-lYptqEvNNNZwRlhB%+)|9lSrZo+%X=zPIYkFEU
z(3+9fOtfaEH4ClTY0W`vPFnNPTA0=%v=*hc1g#}$Ek$ctTFcQ|k=DwzR-v^jt<`C*
zL2E5qYtven)&N?Y(Au2VmbA8_wKc76Xl+kx2U<JP+KtwpwEjiw-?a9nwI8kj&^m<H
zp|p;mbrh{*XdO%II9kWkI)T=Sv<A{Th1RLGPNQ`Ot+QyIN9#gb7t^|g)@8J=pmim!
zt7%<J>v~!@(z=<}t+Z~ZbqB3GY28KZZd&)yx|h~{wC<<%0IdgUJw)qaT943rl-6Uk
z9;fvLttV+cMe7+_&(eC1*7LMpp!FiHmubC1>s4B>(|Uu}o3!4h^$x9fX}wSD16m)_
z`iR!Yv_7HrDXq_GeL?F>T3^xnn$|b8ex&sat>0-4vYow#L4PqAts!U)MQdnU!_pd_
z)`+x5rZp<9(P@oIYb;u0(;A1?xU|NjH9oBgXiZ3KB3cvEnuOM*v?il9Ijt#ZO-XAi
zT2s@ShSs#SrlU1Itr=*|NNXlqGt-)d)@-z9r!@zyIcd#B>mRh{rZo?(d1=i@YXMpd
z(pretBD5B#wG^#oX{|tOC0eV{T9wvnv{t9J2CX$|twn2XTI<kSm)3f;)~B@rtpT()
zq_q*PjcIK{Yg1aA(b|I6mbA8_wKc76Xl+YtJ6hY*+JV-Nw05GkGp$`{?MiDmTD#La
zkk&!84yJVotwU)YM(c1|N6<Qw)={*MrgaRhV`&{n>v&ox&^nRUNwfyiI+@lfv`(dU
z8m-f5ok8nNT4&KZo7OqB&ZTu8t@CMJK<h$U7ty+y)+MwqrF9vt%V}Lf>q=Tz(Yl(}
zHMFj!bseqiY285UMp`$~x|!B3v~Hz!8?D=E-9hV4T6fX9o7O$F?xl4ft@~*`K<hzT
zZ_#?2);qM`rS%@I_i24V>qA-}(fXLyC$v7L^%<?tX?;QKOIlyi`kK}^w7#YF9j)(a
z{XpwST0hbHnbt3~ex>yrt^d;coz@?;{-ia?4$cSo+b;&CH5jeIX$?VZNLoYD8k*KH
zw1%ZM9IfGLjX-NeTBFh$jn?S2#-KGOt+8m0O>10Q<I|dq*5tINpfx3}sc212YZ_Y9
z(wdIe^t5K6H6yK=Xw6J(7Fx5?nvK@%wC12S7p=e3`UkDKY0X1xK3WUVT9DR4v=*kd
z2(86vEkSEZT1(Mdn%1(kmZ!A>t$)&5k=DwzR;9HXt<`C*L2F%F>(knb);6@Zr?nHU
zU1;r2YcE>+(%O&K0kjUJbr7wCX&p-Ia9T&uI+E5=w2r2A46Wm69Z%~7S_5gFOzRX{
zr_wr&*6Fm)pmip#b7-AQ>pWWL)4G7xg|sfBbqTG@XkAY03R+jvx`x)Zw63Fd1Fair
z-AwBiTDQ`=jn?h7?x1xit-EO5L+d_T_tScS)`PSjqV))^M`=Ay>j_#<(R!BFbF`kP
z^#ZLIX}v`2Wm>P$dX?5|v|gw62CX+~y+!M7TJO+$kJkINKA`m>t&eDZOzRU`pVIn_
z*5|aop!FrKuV{Tu>l<3%()y0p_q2Yb^%Je1Y5hX$S6aW(`Y)|NX#Gj+Z#)0r(;Af4
zV6+COH3Y4pXbnwkSX#r;8lKh&v__;gGObZ)jY?}YTBFk%lh#<Y#-=q6t#N6MM{9gq
z6VRHF)<m=>rZowz$!JYZYYJLZ(wd6a)U>9hH65)PXw5`xW?Hk-nvK?+wEj-(AGGGB
zH6N|{X)Qo&L0SvZT7=f3v=*baIISgUElF!>TFcN{me%sLR-pAyS}W07nbs<_R-?5#
ztu<(^Noy@yYtveX)_Szor?mmC0kk%xwGpk&X>CPoJ6b!^+L_iaw05Jl2dzD6{fpM#
zwDzU7Kdt}JI*8UGv<{_p7_Gx;9YO0zT1U}3n$|J2j-_=Rt>bB(K<h+WC(#;6>ttG|
z&^ndYX|ztKbtbK|Xq`>#99rknI*--`v@WD|5v@yTT}taRT9?zhg4UI^uA+4ft!rsr
zN9%f8H_*C~)=ji-p>->*+i2ZR>ke9X(Ylw`1GFBd^%$+EXgy2od0H>fdWqI6v|gq4
zI;}Tpy-n*~TJO{PfYyh!KBDz8txsruO6xOPpVRt+)>pK?ru7Z2Z)tr;>w8*1(E5?q
zPqcof^$V?EY5hj)zqEd*^#`p#X$`vT|9!3@XbnwkI9emp8im%Vv__*fI;}BijY(@P
zT4U21ht{~X#-lYptqEvNNNXZm6VsZ6)}*v1qcu6LDQHbeYbsh()0&3Xw6vz9H9f5v
zXw67#CR#JonuXS^v}U6<JFWGP{{MT_2DApy+K|>pv^J)-39U_OZANQzT3gWClGawV
zwx+cWt!-&-M{9dpJJ8yR)-JUEO>1vj`_S5#)_%11r}ZCN2huu-*1@z6p>-Io!)YBs
z>quHh(K?#eF|>}QbsVkZX`MjpL|P}&8c6G8TBp!DmDXvrPN#JStutwzMeA%@=g>Nr
z)_Jtfr*#3X3u#?M>tb4$(7Ke?Wwb7*bp@@fXkA0=T3Xl9x}MgJv~HqxGp$=_-Ad~=
zTDQ}>lh)m|?xA%rtp{j5Nb4b5kJ5UK*5kCEp!FoJr)WJ*>ls?l(RzW_i?m*%^)jtj
zXuU@3O<Hf!dYjfewBDul0j-Z{eN5{UTA$MTjMf*lzNGaPt*>c)OY3`DKhXM-)=#v4
zru7T0UupeD>vvj%9OJzO2K~k0w1%KHB(0%n4MS^KS|iXJiPk8zMx`|xt<h<XL2FD}
zW6>I$);P4rr8NPq329A4Yf@U1(VCprG_+=*H8ZVQXw6D%Hd=Ggnv>Q%wC1HXAFcUm
zEl6u2S_{)!l-6RjmY}r^tz~H~M{9XnE7Dq-)@roYptTOI^=S>DwIQvIXl+buGg_O|
z+LG3`w05Ai6Rn+T?M7>NT6@vjo7TRx_M^2wtpjNNht`3#4yJV|t;1;@LF*`5$I&{G
z)<9Y((>j&b>9o$Ebr!92Xq`vv0$LZ*x`ftcv@WN01+6P-T}A6^TG!CJmezH&uBUYa
zts80GMC)c+x6rzk)@`(Ir*#LdJ89iT>mFM7(z=h<{j?sS^&qW>X+1*gQCg4FdV<!I
zw4S2%G_7Z7Jxl9(S})Lgk=9GJUZ(X5tygKiPU{U?Z_;{;*4wncqV+AU?`i!+>la$T
z(fXa%pS1pVobT@#>=#4O8j991w1%TK0<Do~jY4ZQT4T~0i`Lk*#-%krtqEvNL~9aS
zlhT@k)>O2nrZpX{8EDN&YZh9I(^`VoQnZ$)wJfdWXf01`1zP{4wIZ#RXst|Z6<Vv(
zT8-A~wAP@tCatw-txankTI<qUkJkFMHlQ_t)`qk;qO~!tO=xXOYcpD#(;DO_=OO&<
z7lYCojMm_^hM+Yht)XZQO=}oh!_pd#*6_4Opfw_`k!X!fYZO|e(i)A{=(NV5H72dG
zXpK#499rYj8jsfav?ic6A+3pMO-ySNT9eY6jMn6|rl2(?t*L0uLu+1I^U<20)&jH^
zq_q&Og=sB9Yf)N@(OR6=610}2wG^$TX)Qx*Sz61{TAtPlwEjtJMOrJ-TA9`=v{t3H
z8m-l7twC!|T5Hi-o7OtC)}^%`t@UYbKx+W44QXveYhzlQ(At#NX0$e^wFRv$X>CPo
zYg*gT+LqRKwDzI3FRg=U9YX6cT1U`2iq_Gzj-hodt>b7NPwNC)C(=5J)<9Y((>jIL
zskBa`bvmsxXq`#xELvyNx{%f-v@WN04Xx{F-9+maT6fU8i`Kog?xS@-tp{j5Nb4b5
z57T;t)}yo@qxCqgCuluQ>ls?l(R!ZN3$$LO^%AXDXuV47HCnIJdV|(mwBDxm4z2fS
zeL(9&S|8K;gx06DKBM&otuJYPMeA!?-_ZJw*7vl2r1cZ6UugYG>o;2erS&_lKWP0)
zYmgwnF^K;+D6PS04MA&2T0_$shSqSjhNm?Gtr2OBOluTcqtP0j)|j-$qBS<HacGT4
zYkXQ0(3*(W#Iz=%H7TvhXiZLQN?Oy<nwHjdw5F#u6RnwP%|dHdTC>rbgVvn1=A!iv
zT65Eyht_<w7NWH<twm@pPHPETOVV13*3z_=p|vcn<!CKWYXw^Wq_rZgm1wO@YZY3n
z(OR9>8no7=wHB>)Xsu6c0IiK_Z9;1^TAS0_lGfI=wxP8xt?g)SPiqHSJJH&i)-JSm
zrL`NaJ!$Pl>tD3?rnL{PeQE7SYkyh?(E1Op18E&h>kwLp(mIUR5wwn^brh|mX&poB
zSX#%?I-b@Ev`(aT60L!>PN8)wt<z|oPU|dMXVW@|*15FKqjf&53us+P>mphg)4GJ#
zrL-=ibvdmoXkAI`Dq2_5x`x(uw63Rh1Fair-AwBiTDQ`=jn*Bs?xb}Wt-ER6OY1&b
z_tScS)`PSjqV+JXM`%4t>oHo7(|Ur|leC_q^)#(#Xgy2oIa<%tdV$u9v|gh13a!^@
zy+P|OT5r>OpVo)8KBDy*t<PzFN$V?G-_iP>){nG)qV*fCKWPp2+y6UWL(m$M)=;#D
zrZo($;b;v{YXn*&(Hfc7D6~eUH9D;^XpKp0EL!8x8kg31w8p130j&vXO+;&AT9eS4
zl-6XlCZ{z8ttn|uMQdtW)6klh)^xO{r!@nu8EMT#Yi3%r(3+Lj?6l^j^><ox)0&Ug
z0<;#UwFs@nXe~)=DO$_WTAtR*v{s?DDy`LMtxjtVT5Hl;o7OtC)}ysPtpT()q_r`v
zO=xXKYjav#(%OpF*0i>vwJojfXl+kx2U<JQ+KJZAw05DjE3HFl9ZKskT8Gm*g4U6=
zj-qumtz&2%OY1mV$J082)`_%EqBW4#$+S+Pbt<jXXq`^$3|eQ>I*ZoXw9cV*F0Bh`
z-A3znT6fU8lh$3d?xuAQt$S(RN9%rC572s$)<d)&ru7J|M`=Aq>v397(0Y>AQ?#C@
z^$e|NX+1~ld0H>fdXd&kv|gt53awXZy+-SGT5r&Llh#|b-lp{qt#@g?N9%oBAJF=c
z)<?8Hru7M}PicKd>vLLP(E5_rSF{ET%HG7_zZinnkhF%PH8ibZXbnqiI9kKg8iCe`
zv__&eGObZ)jY?}YTBFk%gVva|#-cSgt#N3LOKUt@<I|de)`YYsqBSwCNoY+<YjRps
z(3+CgRJ5k1H4Uw4X-!9KdRjBknvvE_v}UF?3$0mc%|>f>T65Eym)88W7NoT>twm@p
zN^3D%i_=<y)>5>VrnL;MWoa!(YXw>>(prhu%CuIYwJNREX{||XEm~{ST8GxUwAQ1w
zKCKOC4WP9lt&M1HOluQbo6_2h*5<UfptU8ft!QmcYa3eI(%O#J_Oy1OwIi*aXzfgE
z7h1d0+KtxkwDzF2C#}6`{fpMWY3)sGA6om;+K<-$v<{&4A6f^}I*8W6v<{(lD6PY2
z9Zu^AT1V14iq_Gzj-hodt>b7NPwOOF18JR1>r`5&(K?;hnY7NLbuO**X<b0;LRuHm
zx|r4_v@WG}8Li7{T|w(gTG!ILj@AvdZlrY+ty^f_O6xXSx6`_t*1fduqjf*62WUM=
z>mgbX(|Ux~qqH8U^#rY_X+2Bpd0H>fdXd)4v|ge0Dy`RPy+!M7TJO?&kJbmYKBV;#
zt&eGaLhDmnpV9h))_1gip!FlIUugYG>knFk1mk@Q2K~j5w1%QJ9IfGLjX-NeS|iaK
znbxSZMx!+bt+8m0O=}!l<Ix(Q)`YYsrZowzNoh?^Yf4&E(VCjp^t5K6H6yKAXw6D%
zc3N}Lnv2%lwC15TFRcY=EktWkT8q(Ig4R;BmZr4~t>tK~Kx;)>E74kw)*7_dq_r-s
z^=NHCYXGfHXl+Vsb6Q)_+J@E+w05Dj8?D`G?Lli#T6@v@H?6&C?L%unTKm&FfYyI#
z9YpJ3T8Gd&l-A+2j-YiUt)pliP3st1$I?2E*73AXpmidxlV}a3buz6}Xq`&yG+L+A
zI)m1kw9cY+Hm!4LolEOHTIbWckk-YtE~Rxjtt)6<L+d(P*VDS0)-AMdqjfv2yJ_7+
z>poid(|VZJ<FuZl^)#(#Xgy2oIa<%tdV$tUv|gt5Dy`ROy+P|uT5r*Mht|8a-lO$C
ztq*B^MC)T(pV0b@*5|aop!FrKuV{Tu>l<3%()y0p_q2YX^&_pHX#Gs<7h1p4`i<6q
zX^j~C|GlV@XpKy36k4Ow8jaTIw8o@07Oin;jZ15MS`*Nkh}OikCZ#nQttn_tNoy)v
zQ`4G;*0i*yqcuIP8EDN&YbIJV)0&;uVzd^gwFIptX)Q%-X<EzBT9(#ww3er}0<C}2
zT9MXDv{t6I3awRXtww8gT5Hf+lh#_a)~2-%t#xUwM{9jr8_*g+YeQNa(b|~SCbTxC
zwHd9=X>CDkOIlme+M3ojw6>+S9j)zY?LccsT07C&nbt0}cBQo&t;1;@LF-6bN6|W(
z)-kk>rF9&w<7u5h>qJ^7(HcnWWLl@tI+fOGv`(jW2CXw`oki<xTIbL@m)3c-&Zl(&
ztqW;gMC)Q&m(aSD)@8IVr*#FbD`{Ot>uOrp(7Kk^b+oRhbpx#%Y28HYW?Hw<x|P;#
zv~H($2dz74-9_t3T2Ik>j@ApbUZV91t=DM1PU{U?Z_;{;*4wn+q4h4U_h`LO>jPRJ
z()x(j$Fx47^(n2-XnjuW2U<VV`kmIFv<3^odj$;fi(zODM{6WnBhwm%)~K{bqcu9M
zF=&lRYb;u0(;A1?xU|NjH36*&X-!0HVp@~XnvB-uw5Fgn4XtTuO;2kES~Jp`iPkK%
zW~DV7t=VbKL2E8rf2TD!t$Aq8M{9ms3(#7S)<U!vrnLyIMQJTTYe`y5(^`hsvb2_?
zwLGnV(pr($%CuIYwHmF}X{||XEm~{ST8GxUwAQ1w0j&YFHlnpLtxaidMr(6gThQ8)
z)>gE(rnN1t?PzUJYX@38(%OmEF0^*1wFj*|Y3)U8Z(94%+K<-$v<{$kAgzOF9Zc&G
zT8Gj)jMfpfj-hodt>b7NPwOOF18JR1>l9k2(mIXS>9o$EbtbK|Xq`>#99rkmx`5V&
zv@W7`39U<MT}JClT36A!n%1?nuA_A$t($1wLhE)~chb6x*4?!3p>;2<`)J)y>p@x%
z(R!HHBeWi+^#rXaX+1^jX<E<FdY0C6w4SH+0<9Nmy-e#BTCdW2jn*5q-lX*wt+#2t
zL+f2y@6mdn)(5mcr1cT4k7<2M>oZ!P)B1weSG2yS^$o3WX?;iQds;ux`jOU8w0@@b
z3$0&i{YLA*w0@`c2dzOu@_qn+`^BKN2B$Ryts!X*MQa#Z!_pd#*6_4Oq%{()k!g)W
zYgAgJ(HfoB7_`QuH5RS0X^lf`Tw3GN8lTn#v?ioA5v_@7O+sr@T9eV5oYoYyrld6$
zt!ZdYM{5RJGtruv*6g(Aq%{|<d1%c`Ykpb_&{~AnqO=yLwFIqYXstkNC0Z-fT7}lC
zv{t9J2CcPdtxankTI<nTpVkJn2GH7w*2c6pp|vTk&1r2xYfD;N(b}5UHng^-wH>YP
zY3)F3M_N14+L_iaw05Pn8?D`G?Lli#T6@v@7p;HO+MCuswDzU7AFTsu9Z2gCT8Gg(
zlGf3*j-z!vtrKaTOzRX{r_nl-*15FKqjf&53us+P>mphg)4G(_WwfrKbtSE<X<b9>
zI$GD$x{=mRv~HnwE3MmT-A?NcT6faAi`Lz=?xA%rt@~)*PwQb?uh4px)@!t0r}YM{
zH)*{^>up-^(0Z5Fd$iuC^#QF9X?;ZNV_Kik`jpmZv_7Zx1+6b>eMReQTHnz6mezN)
zh7I-q{?u@^hNm?Gtr2OBL~CSPqtF_a)@Zawr!@wxF=>rOYiwHM&>EN4c(lf+H36*&
zX-!0HVp@~Xnv~XLv?ixD1+6J*O+{;JTGP;)mezE%rl&Ontr=;}L~CYRv(TEA)@-z9
zr!@zyIcd#B>+iJwL2GVW^U#`?)_k<)r?nETm1(U)YgJmS(OR9>8no7=wHB?lX{|$R
zU0UnWTA$Viv<A@Hkk&@DHm0=+txaidMr(6gThQ8))>gE(rnL>NZE0;sYkOKd(AtsK
zPPBHWwF|9XY3)X9cUpVU+LP8^wEjiw-?a9owGXX*Y3)aAe_998I)v6?w2q*46s@Ca
z9YgC_TF22kp4JJpPNa1bt%0;op>-Oq(`lVS>r7f_(K?6Ld9==_bpfplX<bC?Vp^Bb
zx|G&sv@WN01+6P-T}A6^TG!CJmezH&uBUYats80GMC)c+x6rzk)@`(Ir*#LdJ89iT
z>uy^2(7Kn_eYEbU^#H90X+1>iVOo#SdX&~<v>vDR1g$4&Jw@wjTF=mWmezB$o~QK!
ztruy%MC)Z*uh4px)@!t0r}YM{H)*{^>s?y!)B1?k$Fx47^(n2-XnjuW3tC^&`ij=q
zw7#MB1Fauv{Y2{*TEEizjn?n9{-E_ItwBO_zmCCwF%+$#X$?bbSX#r;8lKh&v__;g
z60MPGjY?}YTBFk%i`Lk*#-%kLt?_A1NNXZm6VsZM)|9lSrZo+%>1a()YX({~(wd3Z
z%(P~qH5aYF)0&&s{InLNwGgd^X)Q@>DO$_ZT7lL|v{t6I3awRXtww7NT5Hi-o7OtC
z)}^%`tqo`mptTXLO=xXOYcpC~(AtvL*0i>zwH>YPY3)dBXIi_^+LhLxwDzL453PM^
z?N94Jv<{?oFs(yr9YO0TTF25lp4JJpPNX%E)+w}3rF9yuGiaSf>l|9=(z=k=#k4M=
zbp@>}X<be08d^8dx{=n+v~Hnw2d#T(-B0TQS`X5Ch}I*t9;Nj-ttV(bN$Y7^&(M07
z)^oI8p!FiHmuS6A>s4B>(R!WM8?@e}^%kwSX}v@1U0UzadY{$@v_7Qu5v`ADeM0L~
zTA$JSoYoh#zNGaPt*>c)L+e{w-_iPk)=#v4rS)H0ztj3#nE&^i2BS4Nt)XcRLu)u%
z!_yj>)+n?_qcu9Mv1yG@YeHHR(VCdnB(x@_H5skRX-!FMDq7RfnwHk|v}T|+BdwWf
z%|dHdTC>rbgVvn1=A!j?T65Eyht|Bb=A$(~tp#W;NNXWl3)5PJ)}pi)qqR7#C1@>4
zYbjbw(^{U^`m{EnHGtNJv^Ju(F|AE$ZANPgT3gcEn$|Y7wxhK@tsQCYL~9pXyVBa7
z)*iI>q_r2Vf6@9kt-WdOLu+4J`_bB;)`_%EqBW4#$+S+Pbt<jXXq`^$3|eQ>I*ZmF
z(f|KH*PXQPrFB282WdS_>rq;d(R!TL6SSVB^%SkAX+1;hSz6E0dY;w`v|gn360MhM
zy+Z3%TCdT1oz{D_KBV;tt<PzFL+d+QKhgSy*6+0bq%}wk?r-q7UkplXFj|At8iLl4
zw1%QJG_7H14NGe{S|iXJk=97GMy53it<h+WPHPNW<IozH*7&q0pfw?_iD*qiYf@U1
z(VCpr6tt$IH8rhiXiZ0JdRjBmnu*pdv}UC>8?D)C%}Hx6TK}LmH?4VS%}Z-OS_{xx
zkk-Pq7NNB$t;K0AL2D^mOVe70*0QvgqqRJ(f6`i!*2=V2p|u*V)oHCkYfV~f(OR3<
zI<(fMwH~eYX$_#YA+3#QZ9;2PTAR_@oYt1KwxYE)t!-&-M{9dpJJ8yZ)=so`p|uCC
zJ!$Pl>tD3?p|vlq{b(IP>p)ru(K?vcA+!#qbr`L~X&pi9NLokHI-1sTw2r5B0<D3x
zPNsDVty5{8PU|dMXVW^5*7>w9q;)Z^OK4q6>oQtb(z=S))wHgqbseqiY285UMp`$~
zx|!B3v~Hz!8?8HN-AU^%T6fdBht~bH9-#Fgt%qnmOzRO^kJ5UK*5kCEp!F23r)fPy
z>seYa(0Y;9OSE35^$M+5X}w14by{!GdW+WEwBDihF0J=yy-(`{S|8H-h}OrnKB4s~
zt<PwEPU{O=U(x!S);F}iqxC(lA87qZ>t|ZO(E63uZ?t}=^#`p#X$=yS^9KI*i$Q4(
zMr&|dL(m$M)=;#DrZo($VQCFVYj|2C&>E4}NVG<#H43d!X^lo}bXsH38k5%8w8o`1
z0j-H>O-yTYT2s=Riq>?rrl&O{t(j=eMr(FjbJCiN);zQpptTUKg=sB9Yf)N@(^`Vo
zQnZ$)wH&P#XstwR6<Vv)T9ek=wAQ7yKCJ<?Hlno&t<7j{L2D~o+tAvD)&aB*rFAr|
z6KI`CYap$YX`M>zG+JlSI+NDfw9cV*9<B3fT}bO9T9?qel-A|6uAp@#t*dBVP3sz3
R*V4L<*7dY*pmigy{{fRv_#*%S
literal 0
HcmV?d00001
diff --git a/log/zPythonScripteTest/err_n_plots_multi/MultiFO_Vp_pointmapping.npy b/log/zPythonScripteTest/err_n_plots_multi/MultiFO_Vp_pointmapping.npy
new file mode 100644
index 0000000000000000000000000000000000000000..c726323c54b573ef77024aca2f83707f8792aafe
GIT binary patch
literal 149312
zcmbT+Ll9kQpmyQdwr$(!q+{E*ZQHhO+qP}nMkk$glK=iUYfUn|d-BxUlT)Yad{yt>
zbtaanT)JHKfC0J$=$X7x<BknGB+r!~d7kDulBY?Kyh+;*ojTNSQ@3r0Mvedf{UY^S
zb!_}U_d7PL->&ihbc&prGi6DWAXCaT33?~^zg?l)<qGh>m$s+11Faot?L=#5TD#EN
zmDX;wcBi!mtvzY&MQd+b`_S5#)@ig(r*#IcGijYg>ug%*&^njad9==_bpfplX<bC?
zVp^Bbx|G&sv@WN01+6P-T}A6^TG!CJmezH&uBUYats80GMC)c+x6rzk)@`(Ir*#Ld
zJ89iT>uy^2(7Kn_eYEbU^#H90X+1>iVOo#SdX(0Kd48XNJwoeoT2Ik>mevcjUZ(XL
ztugZc{(Ox|Yb;u0(;A1?xU|NjH9oBgXiZ3KB3cvEnuOM*v?il9Ijt#ZO-XAiT2s@S
zhSs#SrlU1Itr=*|NNXlqGt-)d)~vK<qcuCNIcUvEYc5)I)0&6YytL+{H9xI?(OQ7k
zg0%ikYav<-(^`bqy0q4#wLYy4Xl+PqBU&5N+Jx4ov^Jx)Ijt>dZAoh@T3gfFhSs*U
zwxhK@tsQ9XNNXorJJZ^Q)~>X6qqRG&J!tJoYcE=R)7ppDzO?qEwLh%`XdOuFAX*30
zI)v7tv<{<nIISaS9ZBmbT1V45hSmwRPNa1bt&?e;LhDpor_nlt)>*VJq;(Oki)md#
z>rz^m(Yl=06|}CTbrr3vX<b9>T3Xl9x}Mezv~Hwz6Rn$R-Ad~=TDQ}>gVvq2?xuAw
zt@~)*PwN3%57K&=)}yo@qxCqgCuluI>ls?l(t3{8^R!;1^)jtjXuV47HCk`edY9Ih
zw7#bG9jzZ}{Y>juTEEj8Am8tOrvYgVOlweDgV7qC){wM@rZo($VQCFVYj|2C&>D%>
z$h1bGH9D;^XpKp0ELvmJ8i&@nw8o<~A+3pMO-ySNT9eY6jMn6|rld7Bt!ZdYOKUn>
zGt!!g*37hKr8OI^IcUvEYc5)I)0&6YytL+{H9xHdX#JbkLbMj9wFs?6X)R7`30h0h
zTAJ3fv{s<CBCVBZtxRhbTC37pjn?Y4)}XZ}t+i;aO=}%m>(W|}*7~$Iq_q*PjcIK{
zYg1aA(b}BW7PPjcwH2+cX>CJmTUy)E+Md=9w05Mm6Rlln?MiDmTD#NQgVvt3_M){9
zt$k_jPwN0$2huu-*1@z6rF9ssBWN8->nK`B(>jLMakP%7bpovuX`Mvt6k4a!I*r!p
zw9cS)Catq*olWZ;TIbR_kJkCLE~Ir4t&3@0LhDjmm(jX{)|Irbrgbf?>uB9T>qc6)
z(7KJ*?X>QqbvLbhXx&TeK3ezFdXUybv>vAQ2(3qHJx1#ZT2In?iq<o<o~891truv$
zNb4n9uh4px)@!t0r}YM{H)*{^>m6F}(t3~9`?Nlw^&zd#XnjfRTUtNR`ia)hw0@!W
zUs}J>`X8-7X$_E{=K&1#he2o!Mr#OKL(&?G*3h(up*1Y6;b;v{YXn*&(i(}@$h1bG
zH7c#qXpK&53|eE-8jIH0w8o(|9<A|dO+afxS`*QlnAW7UCZjbuttn|uMQdtW)6klh
z)^xO{r!^z3nP|;SYZh9w(wdFd?6l^jH5aY9Y0X1xURv|hT9DSlv=*baB&}s>tw3uf
zS}W69mDcLC)}XZ(t#xRvM{5IG8`0XB)+V$zrL`HY&1r2xYfD;N(b}5UwzRgRwLPsJ
zXzfUACt5qx+J)Axw05JlJFPuv?MZ7dT6@#lht|Hd4xn`~t;1*?N$VI|$J082)`_%E
zqIEK@Q)rz^>oi)Y(>jCJnY7NLbvCVYXq`*zJX+_|x`5V&v@W7`F|A8zT}taRT9?zh
zg4UI^uA+4{t!rpqOY1sX*VDRz){V4oqP1R$-+M&s)7pU6hO{=KwK1(tXl+VsGg_O|
z+Je@Ww6>zPHLY!EZA<GgT8Gm*g4U6=j-qumtz&2%OY1mV$J082)`_%EqIEK@Q)rz^
z>oi)Y(>jCJnY7NLbvCVYXq`*zJX+_|x`5V&v@W7`F|A8zT}taRT9?zhg4UI^uA+4{
zt!rpqOY1sX*VDRz){V4oqIEN^TWCE?>p5D_(|Uo{i?m*%^)jtjXuV47HCnIJdV|)R
zwBDliF0J=yy-(`{S|8H-h}OrnKB4s~t<PwEPU{O=U())D*4MPYq4h1T?`VBb>qlBY
z)B1zfpS1p>H9$$8Z!zE>2BI|xtwCuGMr&|dL(m$E*3h(up*1Y6;b;v{YXn*&(i(}@
z$h1bGH7c#qXpK&53|eE-8jIH0w8o(|F0JusjZbR=S`*Tmh}OikCZRPct;uLjPHPHU
zQ_`A>*3`77p*1b7>1oYKYbIJV)0&0WY_w*lH3zLZY0X7zZd&uunvd4MXe~f%L0Svb
zT7=f3w3eW?B(0@rElq0~TFcT}j@I(DR;0ButyO5PN^3P*tJ7MO);hG-rL`Wd^=WND
zYhzlQ(%OvH=Crn;wI!{sX>CJmTUy)E+JV+iw05So3$0yg?M7>NT6@silh)p}_M>$G
zt%GPCOzRL@htfKn))BOhrgbc><7u5h>qJ^7(K?ydDYQ<dbsDYHX`MmqY+C2gI+xZ3
zv@WD|5v|K<T}|scTG!LMf!2+*Zl-k$tvhMmMeA-__t3hJ*8Q{|p!E=~hiN@Z>q%Nq
z(R!NJGqj$k^&+iTXuU@3En4r=dY{$@v_7Qu5v@;YeMajGTHnz6p4N}FexmgYtzT*V
zPU}xv1C(OFV!%HPL~CGLgU}k3*5I^;q%}0HVQ39UYb08u(i)xC7_`QsH4d$DX^l^7
zLRu5knv~Y$w5FsrHLYoAO-pM!TGP{-f!2()W}-DStyyTzN^3S+v(uV`)||BFqBS?I
zd1%c`Yd%`@(^`Pmg0%ikYav<-(^`bqVzd^gwFIrDXe~`^8CuKIT8`H8v{s<C60MbK
ztwL*6TC34ooz@z()}pmGt#xRvOKUw^8`Ij1)>gE(rL{e+9cb-DYZqF((%PNYp0xI+
zwJ)vxX&p%GU|NUJI+WI7v<|0r1g#@!9YyPCTF1~jmez5!j;D13trKaTMC%k<r_wr&
z*6Fm)pmip#vuK@7>l|9=(mIdU`Lr&ebrG$LX<b6=Qd*bMx`Nh~w63CcHLYuCT}SJB
zS~t+Tk=8A=Zl`q@t$S%bK<i;zkI;IQ)?>6Dr}YG_Cuu!J>uFlg(0Z2EbF`kP^#ZLI
zX}v`2Wm>P$dX?5|v|gw62CX+~y+!M7TJO+$m)3i<-lz2etq*B^MC)T(pV0c0)@QVS
zru83MztH-X)_-aJM(cN4|D*K>tv_k~MQec4>}?GAhk<AfOluHYgVGv|*5I^;pfx0|
zp=b?FYZzL?(i)D|@U%vtH6pE%XpKy36k4Ow8jaTIw8o${Catk(jZJGDTI13hkJk9K
zCZIJTt%+z&OluNalhT@u*5tINpfx3}sc212YZ_Y9(wdIe^t5K6H6yK=Xw6J(7Fx5?
znvK@%w3ef_JgpUItw?JnS}W69h1ROHR-?5#tu<(^Noy@yYtveX*1ELTqqRP*4QOph
zYa?14)7pgArnEMrwK=UVXl+SrD_UFA+J@G)w6>$QJ*^#R?MQ1UT07I)h1RaLcB8dB
ztvzV%Noy}!d(+y7)&aB*q;(LjgJ~T?>rh&U(K>?GQM68^brP+UX`MprR9dIeI-S-T
zw9ce;7Ok^sokQzfTIbO^pVkGmE~Ir4t&3@0LhDjmm(jYM))lm_q;)l|YiV6a>v~!@
z(7KV<&9rW%bsMeQY288VPFi=<x|h~{wC<<%0Ii2;JwoeIT946soYs@Ho}u*|t#@d>
zN9#jcpV0b@)|a%tq4guJpJ@Gu)-SYvqxCzj|Izw`)}OTgqBTGn_A&<i!$7nKrZoty
zL1_&}YY19H(Hff8FtmoHH3F>>X^li{6k4Ow8lBb{w8o@07Ok;qjYDf(TI120fYwB`
zCZ;tBtx0K3Mr#UMQ_-55*0i){pfw|{nP|;IYc^W5)0%_UT(st<H4m+MY0XdTU$hpW
zwIHp3(^`nu!n78lwJ5E{Xe~}_30h0iT8h@vw3eZ@EUo2etw3u<S}W07nbs<_R;9HX
zt<`C*Noy@yYtveX*1ELTqqPC84QXveYhzlQ(At#N=Crn;wH2+cX>CJmTUy)E+JV-N
zw05So3$0yg?M7>NT6@yki`G80_NBESt^H{oK<gk{2h%!))}gcxqjdzWBWWE)>u6fX
z&^ngZakP%7bpovuX`Mvt6k4a!I*r!pw9ce;7Oit=ok!~eS{Kr~gw|!WE~j-Bt*dEW
zL+e^v*U`G3)(y07q;(UmTWH-%>o!`q)4GG!owV+zbq}q3Y28oj0a_2zdWhD;v>u`L
zD6Pk7JwfY9T2Ik>n$|P4o~89Xtruv$Nb4n9FVlL1*4wn+r}Yu7PiTEg>vLLP()x<l
zH?+Q^^#iS+X#I!Que5%n^*gQq(fWhdpS1p>H9%SRKL-56K(q#?H3+RiX$?kea9Tsq
z8j{w~w1%NIEUn>a4Nq$XS|iaKnbs(@Mx`|xt<h<XNoy=xW78U!)_AnWr!@hs329A4
zYhqfH(wdCc<g})sH6^X7XiZIPT3XZ5nx57Sv}UF?8?8BM%|mN`S_{!ynAW1S7N@lY
zt)*x!Lu*-D%hOts*2=V2rL{V(HE69#Yb{!9(^`kty0q4#wLYy4Xl+PqBU&5N+Jx4o
zv^Jx)Ijt>dZAoh@T3gfFhSs*UwxhKJt(|G@Mr%)6`_S5-)`7GRqIEE>LuegJ>o8h}
z(>j9Ik+hDYbu_JGXdO%II9kWkI)T=Sv`(URGObf+ol5I8TBp-GgVvd}&Z2cTt#fFd
zOY1yZ=hM1?)`he#qIEH?>u6n1>jqjk(z=P(&9rWzbt|pgXx&ch4qA88x{KD`wC<sG
zFRj;Ty-w>5T5r;Ni`Lt;-l6p_t@miXPwN9(AJY1W*2lCyq4g=P&uD#4>kC?6()x<l
z*R;N&^)0RMXnjxX2U<VU`ia)hwEjcu7h1p4`Y)~DX#Gy>f3*If^(U>rXbn(~J&ghX
zFc7VQX$?YaP+Ei08l2Vyv?ioA5v_@7O+sr@T9eV5oYoYyrld6$t*L2ELu*=E)6<%X
z*37hKp*1V5*=Ws9YYtj-(wd9b+_dJQH7~9CXw6USU$hpWwIHp3(^`nuBD5BxwLGmA
zXst+VC0Z-fT7}lCv{s|FI;}Nntwn2XTI<kSm)3f;)~B@rtqo~yL~CPOo6y>n)@HOe
zr?myGEop5<YinBD(At*PcC@yqwF9jkY3)R7XIi_^+LhLBw05Vp2dzD6?L}*ETKmx2
zm)8EY4y1Jut%GSDLhDdkhtWEm))BOhq;(XnV`v>m>v&ox&^npcDYQ<dbq1|7X`Myu
zY+C2gI+xaYv@W1^5v_}9T|(<pT9?tfg4WfvuAy};t?OuAPwNI+H`2O^)@`)zpmis$
zyJ+1_>mFM7(z>74gR~x^^)RhRXgx~nF<Ot)dV<zdw4SB)9IfYRy-4e2TCdQ0oz|PQ
z-lp{qt#@g?N9%oBAJF=c)<?8Hru8YU&uD#4>kC?6)B1+i_q2Yb^%Je1Y5j-RFSLH8
z^<P@Q)A}E+KWGhF{`a2NFtmoHH5{$sX^lW@L|P-!8im%Vv__{j2CcDZjZ13+T9eS4
zl-6XlCZ{zOt!ZgZPitmcv(cJ^)||BFqBS?I`Do2gYe8Cz&{~w%610}0wKT0|X)Q-<
z1zIc8T8Y-mv{s?D8m-l7twC!oTI<kSm)82UHm0>1tu1J6No#9b+tS*O)(*6GqO}XH
z-DvGWYcE>+(At;Qezf+dbpWjcX&prCU|NUJI+WI7v<|0r1g#@!9YyPCTF25lj@I$C
zPM~!nt&?b-LhDpor_nl{))}<Uq;)o}b7-AQ>wH=l(7KS;MYJxabqTFYX<bh13R+jv
zx{B7-w639bEv@Tm-9YO`TDQ@<lh%E-?x*!2t%qqnLhCVFPtbaj*3-0}rS&|m7iqmr
z>s4B>(R!WM8?@e}^%kwSX}v@1U0UzadY{$@v_7Qu5v`ADeM0L~TA$JSoYoh#zNGaP
zt*>c)L+e{w-_!bm){nG)qV+SaUugYG>%X*qqxCzjKWP0)>n~aZRN#Fq2K>Xov<9U$
z1g)WI4M%H4TBFb!jn?S2#-KGOt+8m0O=}!l<I)<B*7&q0pfw?_iD*qsYZ6+M(wdCc
z<g})sH6^X7XiZIP8d}rRnvT}=v}T|+BdwWe%}i?+TC>ucjn?e6=AgAOtwm@pN^3D%
zi_=<y){?ZAqO~-wWoRu+YdKoW(^`SninLauwKA<$Xst?XHCn6FT7%Y_wAP}vHm!AN
ztxIb?TI<u=fYyezHlnpLtxafcN^3J(o738Y)|RxkqO~=xZD?&vYdc!o)7pX7j<j~7
zwKJ_<XzfaCH(I;X+Jn}fwDzL4H?4hW?MrJvTKm&FfYyPu4x)81twU%XO6xpY=hM1?
z)`he#qIEH?OK4q6>oQuG)4GDzm9(y+bv3PPXkAO|I$GD$x`Eb>v~HqxGp$=_-Ad~=
zTDQ}>gVvq2?xJ-!t$S$QOY1&b_tScS)`PSjqV+JXM`%4t>oHo7(|Ur|leC_q^)#(#
zXgy2oMOrV>dYRTMv|gq48m-r9y-DkBS|8H-gx06DKBM(HtuJVON$V?GU(@=A*0;32
zqxC(lA87qZ>nB=2)A|psUugYG>%X*qqxCzj|IzxB)&LcG9>9Qq7>L%uv<9Iy7_A{_
z4M}S#T0_$shSqSjMxZq!t&wPrOlwqHqthCL)|j-$qBRb!@o0@tYeHI+(VB_Yth8pQ
zH5aXUY5kklLbMj8wHU3%X)Qr(Nm@(MTAJ1}w3el{9IfSPtw3u<S}W69mDXysR;RTF
ztu<+_MQd$Z>(W|})&{gTq_q*PjcIK{Yg1aA(b}BWmbA8}wGFLpX>CVqds;iv+L_ia
zw05JlC#}6`?M-VRTKm%4pVoo24x)81twU%XO6xFMhtoQe)={*MrgaRhV`&{v>jYXS
z(K?ydskF|ZbtbK|Xq`>#99rknI*-=*v@W1^A+3vOT}<l|T9?wgjMn9}uAp@#t*dBV
zP3sz3*U`G3)(y07q;(Umn`zxj>o!`q)4GG!owV+zbq}rkXx&fi0a_2zdWhB|v>v7P
zIISmWJxS{+T2Iq@mezB$UZC|Nt(R!MOzRa|uhDv))*H0mr1ci9cWAv!>pfcU)B1qc
zhqOMT^)anaXnjWOb6Q`}`jXbyw7#MBEv+AD{Y2|$TEEizjn?n9{-E_It-ojuP>KDF
zf&MTstwCrFN^3A$gVP$4)=;#DrZo($VQCFVYXn*&(i(}@D6~eUH5#qaX^lZ^Oj={n
z8i&@nw8o<~KCKC8O-O4ZT9eS4l-6XlrlvI=t(j@fLTff!bI_WT*4(t_r8OU|f6-cy
z)<U!vp|u#TC1@>4Ybjbw(^`hsvb2_?wLGmAXst+VC0Z-fT7}lCv{s|FI;}Nmtx0Qb
zTI<kSm)3f;)~B@rt&M1HOluQbo6*{w))ut3qO~=xZD?&rYkOKd(AtsKPPBHWwF|A?
zXzfmG4_bTD+KblSwDzI3AFTsu9Zc&mT1V14hSmwRPNsD#t<z|oLF+79XVW^D*7>w9
zq;)Z^OKDwB>k3*|(z=S))wHgmbuF#yXkAb123j}Lx{21!v~HnwE3MmT-A?NcT6faA
zi`Lz=?xA%rt@~&_K<i;zkI{OP)-$x8r}ZMOmuS6A>lIqB(t3^7>$KjW^(L*iXuVDA
z9a`_wdXLuov_7EqA+3*SeN5{UTA$MTjMnG0zM%Cbt*>Z(P3s$4-_rVy*7vl2p!FlI
zpJ@F|>$yR{_pzR*^#ZLIX}v`2Wm>P$dX?5|v|gw62CX+~y+!M7TJO+$m)3i<-lz2e
ztq*B^MC)T(pV0c0)@QUnr}YJ`FKK;6>uXxy(E66vceK8z^#iRRY5hd&XIlTE^$V?`
z2mk*4X&73=(i)D|@U%vtH6pE%XpKy36k4Ow8jaTIw8o${Catk(jZJGDTI13hkJk9K
zCZIJTt%+z&OluNalhT@u*5tINpfx3}sc212YZ_Y9(wdIe^t5K6H6yK=Xw6J(7Fx5?
znvK@%wC12SC#|_?%}r|_TJzGHkJkLOCLa3xJZUmoN6<Qw)={*MrgaRhV`&{n>v&ox
z&^nRUNwiL;bqcLhX`M#vbXsT7I+NB}w9ck=4y|)(ok#0@S{Kl|kk&=CE~a$}txIWL
zM(c7~SJ1kW)>X8wrgaUiYiV6a>v~!@(7KV<O|)*NbqlRqY28Nac3OAPx|7yjwC<*L
z53Ltyy-4dNS})Ujh1RRIUZeFotv6`BN$V|IZ_|2**1NRcqxC+m4`_Wz>mynp)B1$g
zr?ft!^*OCCXnjfRD_URE`i9oGw7#SDJ*^*T{YdL4T0hhJ53OHl{YvY<w0@)YJFWlG
z`h(V=wEm(sz%bsQW57QQL~AfwL(m$E)-be&qcuFO5onD_Yb07D(;9`=sI*3-H9D;^
zX^l;599rYj8jsfav?ioAF|A2xO-gGrT9eb7g4UF@rlK`9t!ZdYOKUn>)6<%P){L}f
zqBS$ES!m5lYc^W5)0%_UoV4bmH8-t!Xw6G&K3enB`WLMQXe~(V-?SE@wJ@zkXe~->
zF<Oh$T7uS+w3ec^G_7T5ElX=TTFcW~f!2z&R-&~styO5PN^3P*tJ7M8)|#}|qO~@y
zb!e?iYXe#v(b|;OX0$e^wFRv$X>CPoYg*gT+LqRKw6>?UGp$`{?MiERT6@silh)p}
z_Mx>et^H^nMC(vmhtWEm))BOhq;(XnqiG#O>sVUH(K><FiL_3lbt<jXXq`dpOj>8r
zI)~P|w9cb-0j*1DT}JD2T36D#iq_S%uAy};t?OuAPwQ4%x6!(T);+ZDqjf*62WUM;
z>v3Ao(0Z2E3$$LO^%AX@X}v=0HCk`bdXv^$wBDxm4z2fSy-({yS|8K;gx06DKBx5s
zt*>Z(L+e{w-_iPk)=#v4ru83MztQ@g)?c&+7|y=NKz|s7)}XWor!^$4VQ39UYeZTj
z(;9`=sI*3>H72dGXpK#4Tw3GPnvm8+v?il91+6J*O-pM!S~Jj^k=CrVW}`I+tvPAU
zOKSmI3(;Db)*`ePrL{P%C1@>0YiU}`&{~ex^0Zc<wIZ#RX{|zQRa&djT7%Y_wAP}v
zHm!ANtxIb?TI<u=fYyezHlnpLtxafcN^3J(o738Y)|RxkqO~=xZD?&vYdc!o)7pX7
zj<j~BwJWVXXzfL7Z(94)I*`^uv<{<nIISaT9YyOnTF28mk=9AHPNQ`et#fFdOY1yZ
z=hM1?)`he#qIC(aOKDwB>k3*|(Yl(}HMFjybv>;cXx&KbW?Hw<x|P;#wC<pFC#}0^
z-A(HrTKCerkJkOP9-#Fgt%qnmOzRO^kJ5UK*5kCEp!E!`cWJ#x>wQ`u(E5<pN3=en
z^(n2-X?;QKD_URE`j*yrw0@xVBdwol{fE}CwEj!$H(I~b`X8-7X#Gj+FIoePVE<vj
zKMX``R9d6a8lBb{w8o@07Ok;qjYDf(TI10gpVoboet$pRPwN3%57K&w*2A<Oq4g-O
z$7nrH>j_#<(t3*4)3lzU^(?LDXgyEs1zIoCdWqJ{v|ge0Dy`ROy-w>5T5r;Ni`Lt;
z-l6p_t@miXPwN9(AJY1W*2lCyq4g=P-)Q|#>wmQVp!FxMzi16Gne&SQ|1c1(foTmw
zYfxH)(HflA5VVG*H59F(X$?bbSX#r;8lKh&v__;g60MPGjY4ZwTBFe#oz@t%#-ueC
zt+8p1Lu*`G<Ix(Q)&#UBq%{$(iD^wjYf@U1(VCpr6tt$KH5IL?X-z|GT3XZ5nwQpm
zv=*eb5UoXMEk<hzT1(Peiq_J!mZ7yQt>tJfPiqBQE7Dqt*2=V2p|vWl)o86wYYkd!
z(prnwhO{=JwK=V=Xl+kxM_Rkm+MU+kwDzU7AFcgq9YE_qS_jcOnARb*4yAP%t;1;@
zLF-6bN7Fin*0HpXqjfy36KS19>ttG|(>jCJS+vfkbq=j_X`N5&0$LZ+x`@`rv@WG}
z8Li7{T}kUITG!CJme%#OZlHA|t($1wLhDvqx6`_V)}6HOqIEZ|duiQA>j7F1(t3#2
zBeWi+^*F63Xgx{mDOyj{dWP0>w4SH+BCVHby+Z3%TCdT1oz@$)-lX*wt+#2tL+f2y
z@6-B#)`zq{ru7M}PicKd>kC?6()x<lH?+Q`^&PG6Y5hR!M_NDA`Y)~DX#Gy>f3*Ih
zHNX`1GY0&_z_bRXH5jeIX$?VZNLoYD8k*KHw1%ZM9IfGLjYMl?TBFb!oz@t%#-ueC
zt#N3LPiq2N6VsZ6)?~D%pfx3}sc212YdTuf)0%<SOtfaEH4Cj-Y0XA!c3N}Lnv>RC
zwC1KYFRl4#%}?uJv=*SX5Uqu2EkbKiT8q(IoYoSwmZY^5t)*!#OKUk=%hOtc*2=V2
zp|vWl)o86wYYkd!(prnw+O*cCwH~eYX>CAjLs}cr+L+cRv^J%+8LiD}Z9!{GT3gZD
zn%1_owxhK@tsQCYL~CbSyU^N=*6y_SptUEhy=m=3YhPOX(b}KZ0kjUJbr7wCX&plA
zP+Eu4I-J%Kw2q{86s@Ca9YgC_TF22kp4JJpPNa1bt&?e;LhCeIXV5yE*15FKqjeFj
zOK4q6>q=Tz(Yl7#wX|-ebrY>yXx&QdPFnZUx}Vkqv>v4O5UodOJxc3wT2Ih=lGf9-
zo}u+Dt><XHK<h<XFVT9L)~mE$qxCwiH)y>{>n&Pu(|U*2yR_b;^**f+XnjcQBU&HR
z`h?b}v_7NtIjt{feM##pT3^%phSqnqexUUet)FTAm)7sJ{-ia)RQ5dv{=*=&2BS43
zt)XZQPitgaqtF_a)@Zawr!@wxv1pA=Yg}66(VBqPgtR86H3_ZBXiZLQN?KFVnugZ2
zw5FpqJ*^pN%}8q|S~Js{h1RUJW}~$@ttDtJNoy%uOVe70*0QvgqqRJ(6=<zUYb9DM
z(^`ers<c+4wK}aeXst<WEm~{ST8GxUwAQ1wKCKOCZAfb)T6@yki`L$>_Mx>et^H{2
zPwN0$2huu-*1@z6p>-&&!)P5&>j+v$(mIOP(X@`Cbu6vpXdO@M1X?H3I*HcFv`(RQ
zDy`FKolffvT4&Nai`Ln+&Y^WKt@CJ|PwN6&7t*?j*2T0gp>-*(%V=Fr>k3*|(z=S)
z)wHgmbuFz2Xgx^lAzBa9dW6=av>v1NIISmWJxS{+T2Iq@hSsyRo}=|Vtruv$Nb4n9
zFVlL3)~mE$qxCwiH)y>{>n&Pu(|U*2yR_b;^**f+XnjcQBU&HR`h?b}v_7NtIjt{f
zeM##pT3^%phSs;VzN7U$tsiLpht{vOexvn2T7S~|i`D?s*smDy4+GH}nARY)2BkF^
zt-)yxNo#0Y!_XR*)^N0jr!^w2k!g)WYgAgJ(HfoBn6$>CH8!nrXpKv2JX+(^nt;}X
zv?ii8F|A2xO-gGrT9eb7g4UF@rlK`9t!ZdYOKUn>)6<%P){L}fqBS$ES!m5lYc^W5
z)0%_UoV4bmH8-t!Xw6G&K3enB`WLMQXe~(V-?SE@wJ@zkXe~->F<Oh$T7uS+w3ec^
zG_7T5ElX=TTFcW~f!4~jR-?5#tu<(^MQd$Z>(E+{*7~$Iq_qjHO=)dLYjav#(AtvL
zR<yRJwGFLpX>Cty2U<JQ+J)Axw05Vp2dzD6?M-VRTKm%4pVq;&4yAP%t;1;@LF-6b
zN6|W()-kk>rF9~$lWCnw>oi)Y(>jCJS+vfkbq=lbX<b0;5?Ytix}4V4w63Lf9j)tW
z-AwCtT6fU8ht|Ec?x*z-t%qqnLhDglkI{OZ)|0fJqV)`|XK6i0>v>u)(0Ym1%d}pl
z^*XILXuV16ZCdZq`heDlv_7Ks39Zj)eNO8OT3^%phSm?Xex&s?tzT&UO6xaTf6)4i
z)_~K0?`sWAYY<w4(i)uBkhF%PH8ibZX$?<nBwC};8kN?Vw8o}24y_4jO-O5ET9eS4
zg4UF@rlvIwtr=*|LTff!v(uV`)||BFrZo?(`Do2g>tD1Mr1fuF3(;Db)}pi)qqR7#
zC1@>0YiU}`&{~$(a<rDGwF0dbX{|(SWm>DyT9wvnv{t9J2CX$|twn2XTI<kSm)3f;
z)~B@rtqo~yOlwnGo738Y);6@ZqqRM)ooVe#Yd2bZ(b}8VzO?qEbr7wCX&pxEC|bwS
zI-b@Ev`(aT60MVIol5I8T4&HYlh)a^&Y^W4t@CMJK<h$U7t^|g)}^#Aqjd$XD`{Ot
z>uOrp(z=e;^|WrFbtA2tXx&Wf7FxH`x{cQDwC<pFC#}0^-A(HrTF=vZf!2$(UZV9f
ztygHhO6zr6Z_s*+*4wn+rS%@I4`_Wz>tkA<(E5zl=d`|{^(C#ZXnjrV8(QDe`i|E3
zw0@xVBdwok4L0NVUen;ThM+Yht)XZQO=}oh!_pd#*6_4Opfw_`k!X!fYZO|e(i)A{
z=(NV5H72dGXpK#499rYj8jsfav?ic6A+3pMO-ySNT9eY6jMn6|rl2(?t*K~DO=}uj
z)6$xb*7USypfw|{nP|;SYZh9w(wdFd?6j7owG^$TX)Qx*Sz61{TAtPlv{t0G60MbK
ztwL*6TC34ooz@z()}*x-t+i>bLu*}H>(N@D)&{gTq_q*PjcIK{Yg1aA(b}BW7PPjc
zwH2+cX>CJmTUy)E+Md=9w05Mm6Rn+T?Luo;TD#HOoz@<-_N28Jt-WdOLu+4J$Iv>K
z)^W6sr*$%|Q)!(}>r7f_(>jONxwOusbv~^NXkAF_B3c*Ix`fuHv@WA{Ijt*bT}kUI
zT36G$hSs&TuA_A;tvhJlP3r+#57Byz))Tazq4gZC7ihgm>m^z*(|U#0tF&ID^*XIL
zXuV16En08WdY9IFwBD!n0j&>deN5{UTA$PUg4S2GzNYmJt#4_4PwNL-KhpY%*3Yzl
zq4g`R|I+%M)*rO~q&2`y{ttiw|1c1(foTm&YcN_v&>E7~P_%}oH4LrcXbn$mL|P-!
z8kyE8v__>h8m-Z3jY(@PTI0|fm)7{SCZIJDt%+$(N^3G&lhc}l)>O2nrZp|C>1fSB
zYerf#(VCgoEVO2$H9M_2Xw5}yZd&uunwQpmwC1O^0Ih{+Elg_>T8q+Jg4U9>mZG%`
ztz~H~M{5OIE74kw*6Os@ptUxwb!e?iYdu=))7pU6hO{=KwK1(tXl+VsGg_O|+Je@W
zw6>zPHLdMv?MQ1UTD#ENmDcXG_N28Jt$k?iOKU$``_npr)`7GRqID>(!)P5&>quHh
z(K?#eF|>}QbsVkZX`MjpBw8oaI)&D$v`(XSCatq*olWZ;TIbR_kJkCLE}(TGt&3<~
zOzRR_m(jYM))lm_q;(CgYiV6a>v~!@(7KV<O|)*NbqlRqY28Nac3OAPx|7yjwC<*L
z53PG?-AC&IS`X5Ch}I*t9;Njdt;cCSN$V+EPt$sa)^oI;r}YA@7iqmj>t$N6(0Y~D
zYqVac^#-jsX}v}3ZCdZpdY9IFwBD!n0j&>deMIYHTA$GRl-B38zNGavt#4@kK<g)3
zKhydzt>0<=kJbRQcs{^@e;An7Ahd>{H6*QJXpKN?6k4Ow8jaTIw8o@07Oin;jZ14h
zTI182kk&-BCZ;tBt;uLjPHPHUQ_`B6)-<%Hr8OO`>1oYCYerf#(VCgoEVO2&H5;wj
zY0W`vPFi!(nw!=<wC1HXAFcUm{fpLuv=*YZ2(86vElF!>TFcQ|p4N)AR-v^jt<`C*
zMQa0E8`0XB)+V$zrL`HY&1r2xYb#n?)7qBScC>b&wIi*aY3)L5H(I;X+LP8^wDzX8
z53PM^?MG{WS_jZNkk&!84yJVotwU*@PU{R>XVN;0*4ebqp>-~;^Jtw<>jGLA(z=M&
z#k4M=bt$dOXkAY03R+jvx{B7-w639bEv@TlT~F%<S~t?ViPn>}o}%?Mt!HRGOY1pW
z&(nH=){C@WqV+PZS7^OT>or=h(|Uu}o3!4d^){_{XuV78JzDS6`heDlv_7KsF|AK%
zeM;*yTA$PUg4UO`zM}Ott#4?3OY1vY-_!bm){nG)qV+Sa|Iqq{)~~ewOY1jUztj33
ztv_h}N$W3KBhUW5XEh3~QE81vYjj#;&>EB0ShU8bH4d$DX^lr~d|DIGnvm8+v?iuC
z39U(KO-5^ST2s)PlGaqTrlvIwt!ZgZM{9aoGtiom)=ac!p*1V5*=Ws9YYtj-(wd9b
z+_dJQH7~9CXw6USU$hpWwIHp3(^`nu!n78rwIr>jX)Q}@d0H#bT9MXDv{t6I3awRX
ztww7NT5Hi-o7OtC)}^%`tqo{xL~CPOo6y>n)@HP}ptTjPt!ZsTYg<~|(b}HY4zzZp
zwG*wKY3)L5S6aK#+MU)OwDzR67p=W%?L%u{TKm!3pVk4i4y1Jut%GSDLhDdkhtWEm
z))BOhq;(XnqiG#O>sVUH(K?>i3A9e6brP+UX`MprR9dIeI-S-Tw9ce;7Ok^sokQzf
zTIbO^pVkGmE~a$}txIWLPU{L<SJJwg)-|-Qr*$K(n`qrk>lRwK(z=b-?X>QobtkR6
zXx&5Wep(OEdWhD;v>u`L7_G-?JwfX!TF=pXf!2$(UZV9ftygHhO6xURuhV*i)?2jR
zru81J4`_Wv>tkA<(E5zl=d`|{^);<;XnjZPds;uz`ia)hwEjcu7h1p4`Y)~DX$>^z
z_ukiFw1%KHB(0%n4M%HuS|idLnbs(@Mx!+*t+8m0O=}!l<I)<R)&#UBqBSwCNoY+<
zYcg6>(3+Cg)U>9hH65+#Y0XG$7Fx5>nw{1hwC15TFRl4#EkJ8QS_{!ynAW1S7N@lY
zt)*x!M{9XnE7Dq-)+)4CrL{V(HEFFyYaLqa(ORF@#<Vu2wHd9gXl+AlTUtBP+KJXK
zw05PnC#}6`?Mv%GT8Gj)jMm|_j-YiEt)pojOY1mV$J082)=9KZrgaLfQ)!(}>kL|F
z(mIRQIke8DbsnwrX<b0;LRuHmx|r4_v@WG}8Li7{T|w(gT36A!n$|V6uBCMyt?Oys
zK<h?YH`BV6*6p<Jq;(gq`)EBt>p@zN(t3>66SSVB^(?LDXuUw|MOv@YdXv_>wBD!n
z0j&>deMIYHTA$GRl-B38zM%CLt*>c)OY1vY-_!b$)=#v4ru83MztZ|It>0+<PU{a^
zf71Gk)&O()zX1mP!$7nKrZotyL1_&}Yj9da&>E7~P_%}oH4Lp`X$?nfcv=(EnuylK
zv?if7DXqz9O-^e{T2s-QhSs#Srl&Ont(j=eOlwwJv(cJ^)||BFqBS?Id1%c`Yd%`@
z)A|>!1!yfu>)*5%qO}UGRcWn8Yjs*{&{~t$TC~=twGORyX`Q#}_xaQLv@W1^A+3vO
zT}<l|T9?wgjMn9}uAp@#t*dBVP3sz3*V1~7*5kCEp!FoJr)WJ*>ls?l(t3{8^R!-|
z^&+j8XuVA96<V*-dX3iWwBDfgCat$<y-n*KTJO?&kJkINKA`m>t&eDZOzRU`pVIn_
z*5|aop!FrKuV{Tu>l<3%()y0p_q2YX^&_pHX#Gs<KeT?KHNxiK=U*ez8j04(v__#d
zDy`9IjZSL}T4T~0i`Lk*#-TMXt?_70NNXZm6VsZ6)}*v1qcu6LDQHbeYbsh()0&3X
zw6vz9H9f5vXw67#CR#Jonw8e<wC1I?0IdaS{hQW8v=*kd2(3kFEk<hzT1(Peiq_J!
zmZ7yQt>tJfPiqBQE7Dqt*2=V2p|vWl)o86wYYkd!(prnw+O*c8wJxpoXsu6c16mu>
z+KAT1v^Jr&DXq<DZBA<oT3gcEiq_V&wxP8xt?g)SPiqHSJJQ;j)^4<Rr?n@oy=m=3
zYhPOX(K>+EfwT^ybug_%XdO!HFj_~@I*QiOw2q;5JgpOGok;6sTBp!DmDXvrPN#JS
ztutwzMe96T=hM1?)`he#qIEH?OKDwB>k3*|(z=S))wHgmbuF#yXx%{TW?Hw<x|P;#
zwC<pFC#`#E-An5}TKCg>kk-Sr9-;Lpt;c9RPU{I;Ptkgs)-$x8rS&|mmuS6A>or=h
z(|Uu}TeRM$^$x9fX}w45eOe#T`iR!Yv_7Hr4Xqz({Y2|$TEEizjn?n9{-E_ItpT?1
zz6t~WVIW!q(;Af4V6=vyH6*Q}X$?nfBwC}>8iUrDw8o+}F0JutO+afRT9eV5lGfC;
zrlB=Gtr=*|Olx*pbI_Wb*1WXlqxCOZ3(#7S*1u^jL~CJMi_%)0))KUqq_s4yWoa!(
zYXw@X(prty8no7;wKlDFX{}Fd16mu=+Jx3-w6>tN6|HS(ZA)uATHDjwf!2<+cA~X2
ztzBsCN^3V-yVKf()}FNXqO~`zeQ51VYkyh?&^nOTL9`C0bqKA)XdO=L2wF$cI-1ro
zw2q^7JgpOGokZ(oTBp!DmDXvrPN#JSt+QyIP3s(5=h8Zl*7>w9pmh<gD`;Iq>v~!@
z(z=P(EwpZ<bvvy)Y28ihURw9ldXUz`v>v7P7_G-?JwfY9T2Ik>n$|P4o~891t><aI
zK<h<XFVT9L)+@ALrS%%E*J-^$>rGm3(R!QKJG9=V^&YMFX?;lRBU&HR`h?b}v_7Zx
z1+6b>eMReQTHn(8j@I|IexUUetzT&UM(Yn+18ikaV&FdvN^3A$gVP#<){wM@qBS(F
zVQ39YYdBiN(;9)+h_ptcH8QPHXpKs1G+Lw68iUrDw8o+}Hmz}JjZ14hTI182fYyYx
zCZaVltx0H2N^3G&lhc}o)~vK<qcuCNIcUvEYc5)I)0&6YytL+{H9xI?(OQ7kg0%ik
zYav<-(^{0)Vzd^gwFIptX)Q%-X<EzBT9(#ww3er}0<9Hktwd{OTC31nmDXysR;RTF
ztu<+_MQd$Z>(E-4)_Szor?mmC4QXveYhzlQ(At#NX0$e^wFRv$X>CPoYg*gT+LqRK
zw6>?U1Faot?L=#5TD#ENmDX{zj;D13trKaTMC)W)r_ef;)@ig(r*#IcGijYg>ug%*
z&^njad9==_bpfplX<bC?Vp^Bbx|G&sv@WN01+6P-T}A6^TG!CJmezH&uBUYats80G
zME}1o?IBvvD*&T#8r!yQwy}-I#*J;K4I7&`wr$(CZQE#)4!ZXwqi5~;zy9@}^Bvtl
z>qc5P(Yl$|EwpZ>bsMeQY288VPFi=-x{ucVv>u@KAgzaJJxuEnT949tjMfvhUZC|N
zt(R!MOzRa|uhM#r*6Xz1p!FuLw`jdh>m6F}(t3~9`?Nlw^&zc~XnjoU6I!3q`hwP%
zw7#PCHLY)GeMjpDT0heIiPq1wexdant>0<=LF-RigKXx!fkA&UIISUQ4M}S#TEoy9
zj@IzBMxZq!t<h+WL2DvflhB%+)>O2nr!^C;*=fx|>+iJwL2GVW^U#`?)_k<)r?mjB
z1!*lrYhhZ8&{~w%;<T2ewG^$TX)Qx*Sz61{T7lL-X{|_WWm>DyT9wvnv{t9J2CX$|
ztwn2HTI<nTpVkJn2GH7w)+V$zrL`HY&1r2#YinBD(At*PcC>b&wIi*aXzfgE7h1d0
z+KtxkwDzF27p;HO+MCuswDzU7AFTsu{fE{;v<{|qD6J!C9ZBmbT1V45hSssPj-z!v
ztrKXSNb4k818JR1>l9k2(mIXS>9o$Ebr!9&X`MssJX+_|x`5V&v@W7`F|A8zT}taR
zT9?zhg4UI^uBLSjt?OuAPwNI+H`2O^)-AMdrFA>4J80cW>n>V%)4G?|eYEbU^#H90
zX+2Eq5n7MZdW_cNw4S8(6s@OeJwxkRTF=pXp4JPrUZnLhtygHhO6xURZ_s*^*4wn+
zrS%@I4{3c&>l0d^)B2LuSG2yS^$o4>XnjxX2U<VU`ia)hw0@=a8?FD+`h(V=v<BJ2
zp2ncR7>w57w1%WL6s@6Y4MS^KTEo#Ap4N!8Mxr$`tx;%=N^3M)qthCb*7&q0rZpL@
zDQHbeYie54(wdIe476sVH4ClTXw5-uE?WPfH8-t!Xw6G&K3enBT7cGqv=*YZFs(&s
zElO)KT8q<Kg4U9>mZG&Ztz~E}OKW*rE71BUtrcmlL~CVQtI}GH*6Os@q_q~UwP~$O
zYdu=)(;7f)Ls}cr+L+cRv^J%+8Lcg7ZAoh@T3gfFhSs*Uwx_idtzBvDLF-?%_N8?I
ztpjNtMC%Y*htWEm){(T1rgbc><7u5p>m*tOX`M{#6k4a!I*r!pw9cS)Catq*olWZ;
zTIbR_kJkCLE}(TGt&3<~OzRR_m(se7*5$OWpmi0kYiZp;>t<TF(Ylk?-L&qZbuX>^
zXx&fi0a_2zdWhD;v>u`LD6Pk6Jx=QhT2In?iq_M#o}u+Dt><XHK<h<XFVT9L)+@AL
zrS%%E*J-^$>rGm3(R!QKJG9=V^&YMFX?;!W8(QDe`i|E3w0@xVBdwok{Y>i@TEEiz
zjn;o@{Z8u-T7S|Sd+Y!ES>w<em)3Z+#-}v_tqEyOL~CMNlhB%!)?~CMr!@twDQQhb
zYie54(3+OkbhM_YH3O{~Y0X4yW?Hk*nw8dUv}UI@2dz12%|+|)wEjVBZd&uunwQpm
zwC1O^0IdaSEktW!T8q$Hl-6Rj7N@lYtqo`mptT{bjc9F5YZF?V(%OvH=Crn;wI!{s
zXl+ev8(Q1b+JV-Nw05GkGp$`{?MiDmTD#NQgVvt3_M-JKTK}fCH?4hW?MrJvTKm)b
z53M6<9YyPCTF1~jmez5!j;D13t&?aCq;)c_Q)rz^>oi)Y(>jCJnY7NLbvCVYXq`*z
zJX+_|x`5V&v@W7`F|A8zT}taRT9?zhg4UI^uA+4{t!rpqOY1sX*VDRz){V4oqIEN^
zTWH-%>o!`q)4GG!U9|3@buX>^Xx&fiL0S*ddYINDv>v7P7_G-?JxS|nTF=mWmevcj
zUZnLBtygHhO6xURuhV*i)|<56qV+bd_i24V>qA-}(fXLyC$v7L^*ODtXnjrV8(QDe
z`i|BQw0@%XGp%1}{YvXMTEEl!gVvw42HD1aGY0*|;IxLIH6*Q}XbnwkSXv{{8j;pW
zv__^iDy`9JjX`TnT4T`~o7OnA#-lYptqEvNNNZwRlhB%+)|9lSrZo+%X=zPIYkFEU
z(3+9fOtfaEH4ClTY0W`vPFnNPTA0=%v=*hc1g#}$Ek$ctTFcQ|k=DwzR-v^jt<`C*
zL2E5qYtven)&N?Y(Au2VmbA8_wKc76Xl+kx2U<JP+KtwpwEjiw-?a9nwI8kj&^m<H
zp|p;mbrh{*XdO%II9kWkI)T=Sv<A{Th1RLGPNQ`Ot+QyIN9#gb7t^|g)@8J=pmim!
zt7%<J>v~!@(z=<}t+Z~ZbqB3GY28KZZd&)yx|h~{wC<<%0IdgUJw)qaT943rl-6Uk
z9;fvLttV+cMe7+_&(eC1*7LMpp!FiHmubC1>s4B>(|Uu}o3!4h^$x9fX}wSD16m)_
z`iR!Yv_7HrDXq_GeL?F>T3^xnn$|b8ex&sat>0-4vYow#L4PqAts!U)MQdnU!_pd_
z)`+x5rZp<9(P@oIYb;u0(;A1?xU|NjH9oBgXiZ3KB3cvEnuOM*v?il9Ijt#ZO-XAi
zT2s@ShSs#SrlU1Itr=*|NNXlqGt-)d)@-z9r!@zyIcd#B>mRh{rZo?(d1=i@YXMpd
z(pretBD5B#wG^#oX{|tOC0eV{T9wvnv{t9J2CX$|twn2XTI<kSm)3f;)~B@rtpT()
zq_q*PjcIK{Yg1aA(b|I6mbA8_wKc76Xl+YtJ6hY*+JV-Nw05GkGp$`{?MiDmTD#La
zkk&!84yJVotwU)YM(c1|N6<Qw)={*MrgaRhV`&{n>v&ox&^nRUNwfyiI+@lfv`(dU
z8m-f5ok8nNT4&KZo7OqB&ZTu8t@CMJK<h$U7ty+y)+MwqrF9vt%V}Lf>q=Tz(Yl(}
zHMFj!bseqiY285UMp`$~x|!B3v~Hz!8?D=E-9hV4T6fX9o7O$F?xl4ft@~*`K<hzT
zZ_#?2);qM`rS%@I_i24V>qA-}(fXLyC$v7L^%<?tX?;QKOIlyi`kK}^w7#YF9j)(a
z{XpwST0hbHnbt3~ex>yrt^d;coz@?;{-ia?4$cSo+b;&CH5jeIX$?VZNLoYD8k*KH
zw1%ZM9IfGLjX-NeTBFh$jn?S2#-KGOt+8m0O>10Q<I|dq*5tINpfx3}sc212YZ_Y9
z(wdIe^t5K6H6yK=Xw6J(7Fx5?nvK@%wC12S7p=e3`UkDKY0X1xK3WUVT9DR4v=*kd
z2(86vEkSEZT1(Mdn%1(kmZ!A>t$)&5k=DwzR;9HXt<`C*L2F%F>(knb);6@Zr?nHU
zU1;r2YcE>+(%O&K0kjUJbr7wCX&p-Ia9T&uI+E5=w2r2A46Wm69Z%~7S_5gFOzRX{
zr_wr&*6Fm)pmip#b7-AQ>pWWL)4G7xg|sfBbqTG@XkAY03R+jvx`x)Zw63Fd1Fair
z-AwBiTDQ`=jn?h7?x1xit-EO5L+d_T_tScS)`PSjqV))^M`=Ay>j_#<(R!BFbF`kP
z^#ZLIX}v`2Wm>P$dX?5|v|gw62CX+~y+!M7TJO+$kJkINKA`m>t&eDZOzRU`pVIn_
z*5|aop!FrKuV{Tu>l<3%()y0p_q2Yb^%Je1Y5hX$S6aW(`Y)|NX#Gj+Z#)0r(;Af4
zV6+COH3Y4pXbnwkSX#r;8lKh&v__;gGObZ)jY?}YTBFk%lh#<Y#-=q6t#N6MM{9gq
z6VRHF)<m=>rZowz$!JYZYYJLZ(wd6a)U>9hH65)PXw5`xW?Hk-nvK?+wEj-(AGGGB
zH6N|{X)Qo&L0SvZT7=f3v=*baIISgUElF!>TFcN{me%sLR-pAyS}W07nbs<_R-?5#
ztu<(^Noy@yYtveX)_Szor?mmC0kk%xwGpk&X>CPoJ6b!^+L_iaw05Jl2dzD6{fpM#
zwDzU7Kdt}JI*8UGv<{_p7_Gx;9YO0zT1U}3n$|J2j-_=Rt>bB(K<h+WC(#;6>ttG|
z&^ndYX|ztKbtbK|Xq`>#99rknI*--`v@WD|5v@yTT}taRT9?zhg4UI^uA+4ft!rsr
zN9%f8H_*C~)=ji-p>->*+i2ZR>ke9X(Ylw`1GFBd^%$+EXgy2od0H>fdWqI6v|gq4
zI;}Tpy-n*~TJO{PfYyh!KBDz8txsruO6xOPpVRt+)>pK?ru7Z2Z)tr;>w8*1(E5?q
zPqcof^$V?EY5hj)zqEd*^#`p#X$`vT|9!3@XbnwkI9emp8im%Vv__*fI;}BijY(@P
zT4U21ht{~X#-lYptqEvNNNXZm6VsZ6)}*v1qcu6LDQHbeYbsh()0&3Xw6vz9H9f5v
zXw67#CR#JonuXS^v}U6<JFWGP{{MT_2DApy+K|>pv^J)-39U_OZANQzT3gWClGawV
zwx+cWt!-&-M{9dpJJ8yR)-JUEO>1vj`_S5#)_%11r}ZCN2huu-*1@z6p>-Io!)YBs
z>quHh(K?#eF|>}QbsVkZX`MjpL|P}&8c6G8TBp!DmDXvrPN#JStutwzMeA%@=g>Nr
z)_Jtfr*#3X3u#?M>tb4$(7Ke?Wwb7*bp@@fXkA0=T3Xl9x}MgJv~HqxGp$=_-Ad~=
zTDQ}>lh)m|?xA%rtp{j5Nb4b5kJ5UK*5kCEp!FoJr)WJ*>ls?l(RzW_i?m*%^)jtj
zXuU@3O<Hf!dYjfewBDul0j-Z{eN5{UTA$MTjMf*lzNGaPt*>c)OY3`DKhXM-)=#v4
zru7T0UupeD>vvj%9OJzO2K~k0w1%KHB(0%n4MS^KS|iXJiPk8zMx`|xt<h<XL2FD}
zW6>I$);P4rr8NPq329A4Yf@U1(VCprG_+=*H8ZVQXw6D%Hd=Ggnv>Q%wC1HXAFcUm
zEl6u2S_{)!l-6RjmY}r^tz~H~M{9XnE7Dq-)@roYptTOI^=S>DwIQvIXl+buGg_O|
z+LG3`w05Ai6Rn+T?M7>NT6@vjo7TRx_M^2wtpjNNht`3#4yJV|t;1;@LF*`5$I&{G
z)<9Y((>j&b>9o$Ebr!92Xq`vv0$LZ*x`ftcv@WN01+6P-T}A6^TG!CJmezH&uBUYa
zts80GMC)c+x6rzk)@`(Ir*#LdJ89iT>mFM7(z=h<{j?sS^&qW>X+1*gQCg4FdV<!I
zw4S2%G_7Z7Jxl9(S})Lgk=9GJUZ(X5tygKiPU{U?Z_;{;*4wncqV+AU?`i!+>la$T
z(fXa%pS1pVobT@#>=#4O8j991w1%TK0<Do~jY4ZQT4T~0i`Lk*#-%krtqEvNL~9aS
zlhT@k)>O2nrZpX{8EDN&YZh9I(^`VoQnZ$)wJfdWXf01`1zP{4wIZ#RXst|Z6<Vv(
zT8-A~wAP@tCatw-txankTI<qUkJkFMHlQ_t)`qk;qO~!tO=xXOYcpD#(;DO_=OO&<
z7lYCojMm_^hM+Yht)XZQO=}oh!_pd#*6_4Opfw_`k!X!fYZO|e(i)A{=(NV5H72dG
zXpK#499rYj8jsfav?ic6A+3pMO-ySNT9eY6jMn6|rl2(?t*L0uLu+1I^U<20)&jH^
zq_q&Og=sB9Yf)N@(OR6=610}2wG^$TX)Qx*Sz61{TAtPlwEjtJMOrJ-TA9`=v{t3H
z8m-l7twC!|T5Hi-o7OtC)}^%`t@UYbKx+W44QXveYhzlQ(At#NX0$e^wFRv$X>CPo
zYg*gT+LqRKwDzI3FRg=U9YX6cT1U`2iq_Gzj-hodt>b7NPwNC)C(=5J)<9Y((>jIL
zskBa`bvmsxXq`#xELvyNx{%f-v@WN04Xx{F-9+maT6fU8i`Kog?xS@-tp{j5Nb4b5
z57T;t)}yo@qxCqgCuluQ>ls?l(R!ZN3$$LO^%AXDXuV47HCnIJdV|(mwBDxm4z2fS
zeL(9&S|8K;gx06DKBM&otuJYPMeA!?-_ZJw*7vl2r1cZ6UugYG>o;2erS&_lKWP0)
zYmgwnF^K;+D6PS04MA&2T0_$shSqSjhNm?Gtr2OBOluTcqtP0j)|j-$qBS<HacGT4
zYkXQ0(3*(W#Iz=%H7TvhXiZLQN?Oy<nwHjdw5F#u6RnwP%|dHdTC>rbgVvn1=A!iv
zT65Eyht_<w7NWH<twm@pPHPETOVV13*3z_=p|vcn<!CKWYXw^Wq_rZgm1wO@YZY3n
z(OR9>8no7=wHB>)Xsu6c0IiK_Z9;1^TAS0_lGfI=wxP8xt?g)SPiqHSJJH&i)-JSm
zrL`NaJ!$Pl>tD3?rnL{PeQE7SYkyh?(E1Op18E&h>kwLp(mIUR5wwn^brh|mX&poB
zSX#%?I-b@Ev`(aT60L!>PN8)wt<z|oPU|dMXVW@|*15FKqjf&53us+P>mphg)4GJ#
zrL-=ibvdmoXkAI`Dq2_5x`x(uw63Rh1Fair-AwBiTDQ`=jn*Bs?xb}Wt-ER6OY1&b
z_tScS)`PSjqV+JXM`%4t>oHo7(|Ur|leC_q^)#(#Xgy2oIa<%tdV$u9v|gh13a!^@
zy+P|OT5r>OpVo)8KBDy*t<PzFN$V?G-_iP>){nG)qV*fCKWPp2+y6UWL(m$M)=;#D
zrZo($;b;v{YXn*&(Hfc7D6~eUH9D;^XpKp0EL!8x8kg31w8p130j&vXO+;&AT9eS4
zl-6XlCZ{z8ttn|uMQdtW)6klh)^xO{r!@nu8EMT#Yi3%r(3+Lj?6l^j^><ox)0&Ug
z0<;#UwFs@nXe~)=DO$_WTAtR*v{s?DDy`LMtxjtVT5Hl;o7OtC)}ysPtpT()q_r`v
zO=xXKYjav#(%OpF*0i>vwJojfXl+kx2U<JQ+KJZAw05DjE3HFl9ZKskT8Gm*g4U6=
zj-qumtz&2%OY1mV$J082)`_%EqBW4#$+S+Pbt<jXXq`^$3|eQ>I*ZoXw9cV*F0Bh`
z-A3znT6fU8lh$3d?xuAQt$S(RN9%rC572s$)<d)&ru7J|M`=Aq>v397(0Y>AQ?#C@
z^$e|NX+1~ld0H>fdXd&kv|gt53awXZy+-SGT5r&Llh#|b-lp{qt#@g?N9%oBAJF=c
z)<?8Hru7M}PicKd>vLLP(E5_rSF{ET%HG7_zZinnkhF%PH8ibZXbnqiI9kKg8iCe`
zv__&eGObZ)jY?}YTBFk%gVva|#-cSgt#N3LOKUt@<I|de)`YYsqBSwCNoY+<YjRps
z(3+CgRJ5k1H4Uw4X-!9KdRjBknvvE_v}UF?3$0mc%|>f>T65Eym)88W7NoT>twm@p
zN^3D%i_=<y)>5>VrnL;MWoa!(YXw>>(prhu%CuIYwJNREX{||XEm~{ST8GxUwAQ1w
zKCKOC4WP9lt&M1HOluQbo6_2h*5<UfptU8ft!QmcYa3eI(%O#J_Oy1OwIi*aXzfgE
z7h1d0+KtxkwDzF2C#}6`{fpMWY3)sGA6om;+K<-$v<{&4A6f^}I*8W6v<{(lD6PY2
z9Zu^AT1V14iq_Gzj-hodt>b7NPwOOF18JR1>r`5&(K?;hnY7NLbuO**X<b0;LRuHm
zx|r4_v@WG}8Li7{T|w(gTG!ILj@AvdZlrY+ty^f_O6xXSx6`_t*1fduqjf*62WUM=
z>mgbX(|Ux~qqH8U^#rY_X+2Bpd0H>fdXd)4v|ge0Dy`RPy+!M7TJO?&kJbmYKBV;#
zt&eGaLhDmnpV9h))_1gip!FlIUugYG>knFk1mk@Q2K~j5w1%QJ9IfGLjX-NeS|iaK
znbxSZMx!+bt+8m0O=}!l<Ix(Q)`YYsrZowzNoh?^Yf4&E(VCjp^t5K6H6yKAXw6D%
zc3N}Lnv2%lwC15TFRcY=EktWkT8q(Ig4R;BmZr4~t>tK~Kx;)>E74kw)*7_dq_r-s
z^=NHCYXGfHXl+Vsb6Q)_+J@E+w05Dj8?D`G?Lli#T6@v@H?6&C?L%unTKm&FfYyI#
z9YpJ3T8Gd&l-A+2j-YiUt)pliP3st1$I?2E*73AXpmidxlV}a3buz6}Xq`&yG+L+A
zI)m1kw9cY+Hm!4LolEOHTIbWckk-YtE~Rxjtt)6<L+d(P*VDS0)-AMdqjfv2yJ_7+
z>poid(|VZJ<FuZl^)#(#Xgy2oIa<%tdV$tUv|gt5Dy`ROy+P|uT5r*Mht|8a-lO$C
ztq*B^MC)T(pV0b@*5|aop!FrKuV{Tu>l<3%()y0p_q2YX^&_pHX#Gs<7h1p4`i<6q
zX^j~C|GlV@XpKy36k4Ow8jaTIw8o@07Oin;jZ15MS`*Nkh}OikCZ#nQttn_tNoy)v
zQ`4G;*0i*yqcuIP8EDN&YbIJV)0&;uVzd^gwFIptX)Q%-X<EzBT9(#ww3er}0<C}2
zT9MXDv{t6I3awRXtww8gT5Hf+lh#_a)~2-%t#xUwM{9jr8_*g+YeQNa(b|~SCbTxC
zwHd9=X>CDkOIlme+M3ojw6>+S9j)zY?LccsT07C&nbt0}cBQo&t;1;@LF-6bN6|W(
z)-kk>rF9&w<7u5h>qJ^7(HcnWWLl@tI+fOGv`(jW2CXw`oki<xTIbL@m)3c-&Zl(&
ztqW;gMC)Q&m(aSD)@8IVr*#FbD`{Ot>uOrp(7Kk^b+oRhbpx#%Y28HYW?Hw<x|P;#
zv~H($2dz74-9_t3T2Ik>j@ApbUZV91t=DM1PU{U?Z_;{;*4wn+q4h4U_h`LO>jPRJ
z()x(j$Fx47^(n2-XnjuW2U<VV`kmIFv<3^odj$;fi(zODM{6WnBhwm%)~K{bqcu9M
zF=&lRYb;u0(;A1?xU|NjH36*&X-!0HVp@~XnvB-uw5Fgn4XtTuO;2kES~Jp`iPkK%
zW~DV7t=VbKL2E8rf2TD!t$Aq8M{9ms3(#7S)<U!vrnLyIMQJTTYe`y5(^`hsvb2_?
zwLGnV(pr($%CuIYwHmF}X{||XEm~{ST8GxUwAQ1w0j&YFHlnpLtxaidMr(6gThQ8)
z)>gE(rnN1t?PzUJYX@38(%OmEF0^*1wFj*|Y3)U8Z(94%+K<-$v<{$kAgzOF9Zc&G
zT8Gj)jMfpfj-hodt>b7NPwOOF18JR1>l9k2(mIXS>9o$EbtbK|Xq`>#99rkmx`5V&
zv@W7`39U<MT}JClT36A!n%1?nuA_A$t($1wLhE)~chb6x*4?!3p>;2<`)J)y>p@x%
z(R!HHBeWi+^#rXaX+1^jX<E<FdY0C6w4SH+0<9Nmy-e#BTCdW2jn*5q-lX*wt+#2t
zL+f2y@6mdn)(5mcr1cT4k7<2M>oZ!P)B1weSG2yS^$o3WX?;iQds;ux`jOU8w0@@b
z3$0&i{YLA*w0@`c2dzOu@_qn+`^BKN2B$Ryts!X*MQa#Z!_pd#*6_4Oq%{()k!g)W
zYgAgJ(HfoB7_`QuH5RS0X^lf`Tw3GN8lTn#v?ioA5v_@7O+sr@T9eV5oYoYyrld6$
zt!ZdYM{5RJGtruv*6g(Aq%{|<d1%c`Ykpb_&{~AnqO=yLwFIqYXstkNC0Z-fT7}lC
zv{t9J2CcPdtxankTI<nTpVkJn2GH7w*2c6pp|vTk&1r2xYfD;N(b}5UHng^-wH>YP
zY3)F3M_N14+L_iaw05Pn8?D`G?Lli#T6@v@7p;HO+MCuswDzU7AFTsu9Z2gCT8Gg(
zlGf3*j-z!vtrKaTOzRX{r_nl-*15FKqjf&53us+P>mphg)4G(_WwfrKbtSE<X<b9>
zI$GD$x{=mRv~HnwE3MmT-A?NcT6faAi`Lz=?xA%rt@~)*PwQb?uh4px)@!t0r}YM{
zH)*{^>up-^(0Z5Fd$iuC^#QF9X?;ZNV_Kik`jpmZv_7Zx1+6b>eMReQTHnz6mezN)
zh7I-q{?u@^hNm?Gtr2OBL~CSPqtF_a)@Zawr!@wxF=>rOYiwHM&>EN4c(lf+H36*&
zX-!0HVp@~Xnv~XLv?ixD1+6J*O+{;JTGP;)mezE%rl&Ontr=;}L~CYRv(TEA)@-z9
zr!@zyIcd#B>+iJwL2GVW^U#`?)_k<)r?nETm1(U)YgJmS(OR9>8no7=wHB?lX{|$R
zU0UnWTA$Viv<A@Hkk&@DHm0=+txaidMr(6gThQ8))>gE(rnL>NZE0;sYkOKd(AtsK
zPPBHWwF|9XY3)X9cUpVU+LP8^wEjiw-?a9owGXX*Y3)aAe_998I)v6?w2q*46s@Ca
z9YgC_TF22kp4JJpPNa1bt%0;op>-Oq(`lVS>r7f_(K?6Ld9==_bpfplX<bC?Vp^Bb
zx|G&sv@WN01+6P-T}A6^TG!CJmezH&uBUYats80GMC)c+x6rzk)@`(Ir*#LdJ89iT
z>uy^2(7Kn_eYEbU^#H90X+1>iVOo#SdX&~<v>vDR1g$4&Jw@wjTF=mWmezB$o~QK!
ztruy%MC)Z*uh4px)@!t0r}YM{H)*{^>s?y!)B1?k$Fx47^(n2-XnjuW3tC^&`ij=q
zw7#MB1Fauv{Y2{*TEEizjn?n9{-E_ItwBO_zmCCwF%+$#X$?bbSX#r;8lKh&v__;g
z60MPGjY?}YTBFk%i`Lk*#-%kLt?_A1NNXZm6VsZM)|9lSrZo+%>1a()YX({~(wd3Z
z%(P~qH5aYF)0&&s{InLNwGgd^X)Q@>DO$_ZT7lL|v{t6I3awRXtww7NT5Hi-o7OtC
z)}^%`tqo`mptTXLO=xXOYcpC~(AtvL*0i>zwH>YPY3)dBXIi_^+LhLxwDzL453PM^
z?N94Jv<{?oFs(yr9YO0TTF25lp4JJpPNX%E)+w}3rF9yuGiaSf>l|9=(z=k=#k4M=
zbp@>}X<be08d^8dx{=n+v~Hnw2d#T(-B0TQS`X5Ch}I*t9;Nj-ttV(bN$Y7^&(M07
z)^oI8p!FiHmuS6A>s4B>(R!WM8?@e}^%kwSX}v@1U0UzadY{$@v_7Qu5v`ADeM0L~
zTA$JSoYoh#zNGaPt*>c)L+e{w-_iPk)=#v4rS)H0ztj3#nE&^i2BS4Nt)XcRLu)u%
z!_yj>)+n?_qcu9Mv1yG@YeHHR(VCdnB(x@_H5skRX-!FMDq7RfnwHk|v}T|+BdwWf
z%|dHdTC>rbgVvn1=A!j?T65Eyht|Bb=A$(~tp#W;NNXWl3)5PJ)}pi)qqR7#C1@>4
zYbjbw(^{U^`m{EnHGtNJv^Ju(F|AE$ZANPgT3gcEn$|Y7wxhK@tsQCYL~9pXyVBa7
z)*iI>q_r2Vf6@9kt-WdOLu+4J`_bB;)`_%EqBW4#$+S+Pbt<jXXq`^$3|eQ>I*ZmF
z(f|KH*PXQPrFB282WdS_>rq;d(R!TL6SSVB^%SkAX+1;hSz6E0dY;w`v|gn360MhM
zy+Z3%TCdT1oz{D_KBV;tt<PzFL+d+QKhgSy*6+0bq%}wk?r-q7UkplXFj|At8iLl4
zw1%QJG_7H14NGe{S|iXJk=97GMy53it<h+WPHPNW<IozH*7&q0pfw?_iD*qiYf@U1
z(VCpr6tt$IH8rhiXiZ0JdRjBmnu*pdv}UC>8?D)C%}Hx6TK}LmH?4VS%}Z-OS_{xx
zkk-Pq7NNB$t;K0AL2D^mOVe70*0QvgqqRJ(f6`i!*2=V2p|u*V)oHCkYfV~f(OR3<
zI<(fMwH~eYX$_#YA+3#QZ9;2PTAR_@oYt1KwxYE)t!-&-M{9dpJJ8yZ)=so`p|uCC
zJ!$Pl>tD3?p|vlq{b(IP>p)ru(K?vcA+!#qbr`L~X&pi9NLokHI-1sTw2r5B0<D3x
zPNsDVty5{8PU|dMXVW^5*7>w9q;)Z^OK4q6>oQtb(z=S))wHgqbseqiY285UMp`$~
zx|!B3v~Hz!8?8HN-AU^%T6fdBht~bH9-#Fgt%qnmOzRO^kJ5UK*5kCEp!F23r)fPy
z>seYa(0Y;9OSE35^$M+5X}w14by{!GdW+WEwBDihF0J=yy-(`{S|8H-h}OrnKB4s~
zt<PwEPU{O=U(x!S);F}iqxC(lA87qZ>t|ZO(E63uZ?t}=^#`p#X$=yS^9KI*i$Q4(
zMr&|dL(m$M)=;#DrZo($VQCFVYj|2C&>E4}NVG<#H43d!X^lo}bXsH38k5%8w8o`1
z0j-H>O-yTYT2s=Riq>?rrl&O{t(j=eMr(FjbJCiN);zQpptTUKg=sB9Yf)N@(^`Vo
zQnZ$)wH&P#XstwR6<Vv)T9ek=wAQ7yKCJ<?Hlno&t<7j{L2D~o+tAvD)&aB*rFAr|
z6KI`CYap$YX`M>zG+JlSI+NDfw9cV*9<B3fT}bO9T9?qel-A|6uAp@#t*dBVP3sz3
R*V4L<*7dY*pmigy{{fRv_#*%S
literal 0
HcmV?d00001
diff --git a/log/zPythonScripteTest/err_n_plots_multi/MultiSO_Rho_pointmapping.npy b/log/zPythonScripteTest/err_n_plots_multi/MultiSO_Rho_pointmapping.npy
new file mode 100644
index 0000000000000000000000000000000000000000..c726323c54b573ef77024aca2f83707f8792aafe
GIT binary patch
literal 149312
zcmbT+Ll9kQpmyQdwr$(!q+{E*ZQHhO+qP}nMkk$glK=iUYfUn|d-BxUlT)Yad{yt>
zbtaanT)JHKfC0J$=$X7x<BknGB+r!~d7kDulBY?Kyh+;*ojTNSQ@3r0Mvedf{UY^S
zb!_}U_d7PL->&ihbc&prGi6DWAXCaT33?~^zg?l)<qGh>m$s+11Faot?L=#5TD#EN
zmDX;wcBi!mtvzY&MQd+b`_S5#)@ig(r*#IcGijYg>ug%*&^njad9==_bpfplX<bC?
zVp^Bbx|G&sv@WN01+6P-T}A6^TG!CJmezH&uBUYats80GMC)c+x6rzk)@`(Ir*#Ld
zJ89iT>uy^2(7Kn_eYEbU^#H90X+1>iVOo#SdX(0Kd48XNJwoeoT2Ik>mevcjUZ(XL
ztugZc{(Ox|Yb;u0(;A1?xU|NjH9oBgXiZ3KB3cvEnuOM*v?il9Ijt#ZO-XAiT2s@S
zhSs#SrlU1Itr=*|NNXlqGt-)d)~vK<qcuCNIcUvEYc5)I)0&6YytL+{H9xI?(OQ7k
zg0%ikYav<-(^`bqy0q4#wLYy4Xl+PqBU&5N+Jx4ov^Jx)Ijt>dZAoh@T3gfFhSs*U
zwxhK@tsQ9XNNXorJJZ^Q)~>X6qqRG&J!tJoYcE=R)7ppDzO?qEwLh%`XdOuFAX*30
zI)v7tv<{<nIISaS9ZBmbT1V45hSmwRPNa1bt&?e;LhDpor_nlt)>*VJq;(Oki)md#
z>rz^m(Yl=06|}CTbrr3vX<b9>T3Xl9x}Mezv~Hwz6Rn$R-Ad~=TDQ}>gVvq2?xuAw
zt@~)*PwN3%57K&=)}yo@qxCqgCuluI>ls?l(t3{8^R!;1^)jtjXuV47HCk`edY9Ih
zw7#bG9jzZ}{Y>juTEEj8Am8tOrvYgVOlweDgV7qC){wM@rZo($VQCFVYj|2C&>D%>
z$h1bGH9D;^XpKp0ELvmJ8i&@nw8o<~A+3pMO-ySNT9eY6jMn6|rld7Bt!ZdYOKUn>
zGt!!g*37hKr8OI^IcUvEYc5)I)0&6YytL+{H9xHdX#JbkLbMj9wFs?6X)R7`30h0h
zTAJ3fv{s<CBCVBZtxRhbTC37pjn?Y4)}XZ}t+i;aO=}%m>(W|}*7~$Iq_q*PjcIK{
zYg1aA(b}BW7PPjcwH2+cX>CJmTUy)E+Md=9w05Mm6Rlln?MiDmTD#NQgVvt3_M){9
zt$k_jPwN0$2huu-*1@z6rF9ssBWN8->nK`B(>jLMakP%7bpovuX`Mvt6k4a!I*r!p
zw9cS)Catq*olWZ;TIbR_kJkCLE~Ir4t&3@0LhDjmm(jX{)|Irbrgbf?>uB9T>qc6)
z(7KJ*?X>QqbvLbhXx&TeK3ezFdXUybv>vAQ2(3qHJx1#ZT2In?iq<o<o~891truv$
zNb4n9uh4px)@!t0r}YM{H)*{^>m6F}(t3~9`?Nlw^&zd#XnjfRTUtNR`ia)hw0@!W
zUs}J>`X8-7X$_E{=K&1#he2o!Mr#OKL(&?G*3h(up*1Y6;b;v{YXn*&(i(}@$h1bG
zH7c#qXpK&53|eE-8jIH0w8o(|9<A|dO+afxS`*QlnAW7UCZjbuttn|uMQdtW)6klh
z)^xO{r!^z3nP|;SYZh9w(wdFd?6l^jH5aY9Y0X1xURv|hT9DSlv=*baB&}s>tw3uf
zS}W69mDcLC)}XZ(t#xRvM{5IG8`0XB)+V$zrL`HY&1r2xYfD;N(b}5UwzRgRwLPsJ
zXzfUACt5qx+J)Axw05JlJFPuv?MZ7dT6@#lht|Hd4xn`~t;1*?N$VI|$J082)`_%E
zqIEK@Q)rz^>oi)Y(>jCJnY7NLbvCVYXq`*zJX+_|x`5V&v@W7`F|A8zT}taRT9?zh
zg4UI^uA+4{t!rpqOY1sX*VDRz){V4oqP1R$-+M&s)7pU6hO{=KwK1(tXl+VsGg_O|
z+Je@Ww6>zPHLY!EZA<GgT8Gm*g4U6=j-qumtz&2%OY1mV$J082)`_%EqIEK@Q)rz^
z>oi)Y(>jCJnY7NLbvCVYXq`*zJX+_|x`5V&v@W7`F|A8zT}taRT9?zhg4UI^uA+4{
zt!rpqOY1sX*VDRz){V4oqIEN^TWCE?>p5D_(|Uo{i?m*%^)jtjXuV47HCnIJdV|)R
zwBDliF0J=yy-(`{S|8H-h}OrnKB4s~t<PwEPU{O=U())D*4MPYq4h1T?`VBb>qlBY
z)B1zfpS1p>H9$$8Z!zE>2BI|xtwCuGMr&|dL(m$E*3h(up*1Y6;b;v{YXn*&(i(}@
z$h1bGH7c#qXpK&53|eE-8jIH0w8o(|F0JusjZbR=S`*Tmh}OikCZRPct;uLjPHPHU
zQ_`A>*3`77p*1b7>1oYKYbIJV)0&0WY_w*lH3zLZY0X7zZd&uunvd4MXe~f%L0Svb
zT7=f3w3eW?B(0@rElq0~TFcT}j@I(DR;0ButyO5PN^3P*tJ7MO);hG-rL`Wd^=WND
zYhzlQ(%OvH=Crn;wI!{sX>CJmTUy)E+JV+iw05So3$0yg?M7>NT6@silh)p}_M>$G
zt%GPCOzRL@htfKn))BOhrgbc><7u5h>qJ^7(K?ydDYQ<dbsDYHX`MmqY+C2gI+xZ3
zv@WD|5v|K<T}|scTG!LMf!2+*Zl-k$tvhMmMeA-__t3hJ*8Q{|p!E=~hiN@Z>q%Nq
z(R!NJGqj$k^&+iTXuU@3En4r=dY{$@v_7Qu5v@;YeMajGTHnz6p4N}FexmgYtzT*V
zPU}xv1C(OFV!%HPL~CGLgU}k3*5I^;q%}0HVQ39UYb08u(i)xC7_`QsH4d$DX^l^7
zLRu5knv~Y$w5FsrHLYoAO-pM!TGP{-f!2()W}-DStyyTzN^3S+v(uV`)||BFqBS?I
zd1%c`Yd%`@(^`Pmg0%ikYav<-(^`bqVzd^gwFIrDXe~`^8CuKIT8`H8v{s<C60MbK
ztwL*6TC34ooz@z()}pmGt#xRvOKUw^8`Ij1)>gE(rL{e+9cb-DYZqF((%PNYp0xI+
zwJ)vxX&p%GU|NUJI+WI7v<|0r1g#@!9YyPCTF1~jmez5!j;D13trKaTMC%k<r_wr&
z*6Fm)pmip#vuK@7>l|9=(mIdU`Lr&ebrG$LX<b6=Qd*bMx`Nh~w63CcHLYuCT}SJB
zS~t+Tk=8A=Zl`q@t$S%bK<i;zkI;IQ)?>6Dr}YG_Cuu!J>uFlg(0Z2EbF`kP^#ZLI
zX}v`2Wm>P$dX?5|v|gw62CX+~y+!M7TJO+$m)3i<-lz2etq*B^MC)T(pV0c0)@QVS
zru83MztH-X)_-aJM(cN4|D*K>tv_k~MQec4>}?GAhk<AfOluHYgVGv|*5I^;pfx0|
zp=b?FYZzL?(i)D|@U%vtH6pE%XpKy36k4Ow8jaTIw8o${Catk(jZJGDTI13hkJk9K
zCZIJTt%+z&OluNalhT@u*5tINpfx3}sc212YZ_Y9(wdIe^t5K6H6yK=Xw6J(7Fx5?
znvK@%w3ef_JgpUItw?JnS}W69h1ROHR-?5#tu<(^Noy@yYtveX*1ELTqqRP*4QOph
zYa?14)7pgArnEMrwK=UVXl+SrD_UFA+J@G)w6>$QJ*^#R?MQ1UT07I)h1RaLcB8dB
ztvzV%Noy}!d(+y7)&aB*q;(LjgJ~T?>rh&U(K>?GQM68^brP+UX`MprR9dIeI-S-T
zw9ce;7Ok^sokQzfTIbO^pVkGmE~Ir4t&3@0LhDjmm(jYM))lm_q;)l|YiV6a>v~!@
z(7KV<&9rW%bsMeQY288VPFi=<x|h~{wC<<%0Ii2;JwoeIT946soYs@Ho}u*|t#@d>
zN9#jcpV0b@)|a%tq4guJpJ@Gu)-SYvqxCzj|Izw`)}OTgqBTGn_A&<i!$7nKrZoty
zL1_&}YY19H(Hff8FtmoHH3F>>X^li{6k4Ow8lBb{w8o@07Ok;qjYDf(TI120fYwB`
zCZ;tBtx0K3Mr#UMQ_-55*0i){pfw|{nP|;IYc^W5)0%_UT(st<H4m+MY0XdTU$hpW
zwIHp3(^`nu!n78lwJ5E{Xe~}_30h0iT8h@vw3eZ@EUo2etw3u<S}W07nbs<_R;9HX
zt<`C*Noy@yYtveX*1ELTqqPC84QXveYhzlQ(At#N=Crn;wH2+cX>CJmTUy)E+JV-N
zw05So3$0yg?M7>NT6@yki`G80_NBESt^H{oK<gk{2h%!))}gcxqjdzWBWWE)>u6fX
z&^ngZakP%7bpovuX`Mvt6k4a!I*r!pw9ce;7Oit=ok!~eS{Kr~gw|!WE~j-Bt*dEW
zL+e^v*U`G3)(y07q;(UmTWH-%>o!`q)4GG!owV+zbq}q3Y28oj0a_2zdWhD;v>u`L
zD6Pk7JwfY9T2Ik>n$|P4o~89Xtruv$Nb4n9FVlL1*4wn+r}Yu7PiTEg>vLLP()x<l
zH?+Q^^#iS+X#I!Que5%n^*gQq(fWhdpS1p>H9%SRKL-56K(q#?H3+RiX$?kea9Tsq
z8j{w~w1%NIEUn>a4Nq$XS|iaKnbs(@Mx`|xt<h<XNoy=xW78U!)_AnWr!@hs329A4
zYhqfH(wdCc<g})sH6^X7XiZIPT3XZ5nx57Sv}UF?8?8BM%|mN`S_{!ynAW1S7N@lY
zt)*x!Lu*-D%hOts*2=V2rL{V(HE69#Yb{!9(^`kty0q4#wLYy4Xl+PqBU&5N+Jx4o
zv^Jx)Ijt>dZAoh@T3gfFhSs*UwxhKJt(|G@Mr%)6`_S5-)`7GRqIEE>LuegJ>o8h}
z(>j9Ik+hDYbu_JGXdO%II9kWkI)T=Sv`(URGObf+ol5I8TBp-GgVvd}&Z2cTt#fFd
zOY1yZ=hM1?)`he#qIEH?>u6n1>jqjk(z=P(&9rWzbt|pgXx&ch4qA88x{KD`wC<sG
zFRj;Ty-w>5T5r;Ni`Lt;-l6p_t@miXPwN9(AJY1W*2lCyq4g=P&uD#4>kC?6()x<l
z*R;N&^)0RMXnjxX2U<VU`ia)hwEjcu7h1p4`Y)~DX#Gy>f3*If^(U>rXbn(~J&ghX
zFc7VQX$?YaP+Ei08l2Vyv?ioA5v_@7O+sr@T9eV5oYoYyrld6$t*L2ELu*=E)6<%X
z*37hKp*1V5*=Ws9YYtj-(wd9b+_dJQH7~9CXw6USU$hpWwIHp3(^`nuBD5BxwLGmA
zXst+VC0Z-fT7}lCv{s|FI;}Nntwn2XTI<kSm)3f;)~B@rtqo~yL~CPOo6y>n)@HOe
zr?myGEop5<YinBD(At*PcC@yqwF9jkY3)R7XIi_^+LhLBw05Vp2dzD6?L}*ETKmx2
zm)8EY4y1Jut%GSDLhDdkhtWEm))BOhq;(XnV`v>m>v&ox&^npcDYQ<dbq1|7X`Myu
zY+C2gI+xaYv@W1^5v_}9T|(<pT9?tfg4WfvuAy};t?OuAPwNI+H`2O^)@`)zpmis$
zyJ+1_>mFM7(z>74gR~x^^)RhRXgx~nF<Ot)dV<zdw4SB)9IfYRy-4e2TCdQ0oz|PQ
z-lp{qt#@g?N9%oBAJF=c)<?8Hru8YU&uD#4>kC?6)B1+i_q2Yb^%Je1Y5j-RFSLH8
z^<P@Q)A}E+KWGhF{`a2NFtmoHH5{$sX^lW@L|P-!8im%Vv__{j2CcDZjZ13+T9eS4
zl-6XlCZ{zOt!ZgZPitmcv(cJ^)||BFqBS?I`Do2gYe8Cz&{~w%610}0wKT0|X)Q-<
z1zIc8T8Y-mv{s?D8m-l7twC!oTI<kSm)82UHm0>1tu1J6No#9b+tS*O)(*6GqO}XH
z-DvGWYcE>+(At;Qezf+dbpWjcX&prCU|NUJI+WI7v<|0r1g#@!9YyPCTF25lj@I$C
zPM~!nt&?b-LhDpor_nl{))}<Uq;)o}b7-AQ>wH=l(7KS;MYJxabqTFYX<bh13R+jv
zx{B7-w639bEv@Tm-9YO`TDQ@<lh%E-?x*!2t%qqnLhCVFPtbaj*3-0}rS&|m7iqmr
z>s4B>(R!WM8?@e}^%kwSX}v@1U0UzadY{$@v_7Qu5v`ADeM0L~TA$JSoYoh#zNGaP
zt*>c)L+e{w-_!bm){nG)qV+SaUugYG>%X*qqxCzjKWP0)>n~aZRN#Fq2K>Xov<9U$
z1g)WI4M%H4TBFb!jn?S2#-KGOt+8m0O=}!l<I)<B*7&q0pfw?_iD*qsYZ6+M(wdCc
z<g})sH6^X7XiZIP8d}rRnvT}=v}T|+BdwWe%}i?+TC>ucjn?e6=AgAOtwm@pN^3D%
zi_=<y){?ZAqO~-wWoRu+YdKoW(^`SninLauwKA<$Xst?XHCn6FT7%Y_wAP}vHm!AN
ztxIb?TI<u=fYyezHlnpLtxafcN^3J(o738Y)|RxkqO~=xZD?&vYdc!o)7pX7j<j~7
zwKJ_<XzfaCH(I;X+Jn}fwDzL4H?4hW?MrJvTKm&FfYyPu4x)81twU%XO6xpY=hM1?
z)`he#qIEH?OK4q6>oQuG)4GDzm9(y+bv3PPXkAO|I$GD$x`Eb>v~HqxGp$=_-Ad~=
zTDQ}>gVvq2?xJ-!t$S$QOY1&b_tScS)`PSjqV+JXM`%4t>oHo7(|Ur|leC_q^)#(#
zXgy2oMOrV>dYRTMv|gq48m-r9y-DkBS|8H-gx06DKBM(HtuJVON$V?GU(@=A*0;32
zqxC(lA87qZ>nB=2)A|psUugYG>%X*qqxCzj|IzxB)&LcG9>9Qq7>L%uv<9Iy7_A{_
z4M}S#T0_$shSqSjMxZq!t&wPrOlwqHqthCL)|j-$qBRb!@o0@tYeHI+(VB_Yth8pQ
zH5aXUY5kklLbMj8wHU3%X)Qr(Nm@(MTAJ1}w3el{9IfSPtw3u<S}W69mDXysR;RTF
ztu<+_MQd$Z>(W|})&{gTq_q*PjcIK{Yg1aA(b}BWmbA8}wGFLpX>CVqds;iv+L_ia
zw05JlC#}6`?M-VRTKm%4pVoo24x)81twU%XO6xFMhtoQe)={*MrgaRhV`&{v>jYXS
z(K?ydskF|ZbtbK|Xq`>#99rknI*-=*v@W1^A+3vOT}<l|T9?wgjMn9}uAp@#t*dBV
zP3sz3*U`G3)(y07q;(Umn`zxj>o!`q)4GG!owV+zbq}rkXx&fi0a_2zdWhB|v>v7P
zIISmWJxS{+T2Iq@mezB$UZC|Nt(R!MOzRa|uhDv))*H0mr1ci9cWAv!>pfcU)B1qc
zhqOMT^)anaXnjWOb6Q`}`jXbyw7#MBEv+AD{Y2|$TEEizjn?n9{-E_It-ojuP>KDF
zf&MTstwCrFN^3A$gVP$4)=;#DrZo($VQCFVYXn*&(i(}@D6~eUH5#qaX^lZ^Oj={n
z8i&@nw8o<~KCKC8O-O4ZT9eS4l-6XlrlvI=t(j@fLTff!bI_WT*4(t_r8OU|f6-cy
z)<U!vp|u#TC1@>4Ybjbw(^`hsvb2_?wLGmAXst+VC0Z-fT7}lCv{s|FI;}Nmtx0Qb
zTI<kSm)3f;)~B@rt&M1HOluQbo6*{w))ut3qO~=xZD?&rYkOKd(AtsKPPBHWwF|A?
zXzfmG4_bTD+KblSwDzI3AFTsu9Zc&mT1V14hSmwRPNsD#t<z|oLF+79XVW^D*7>w9
zq;)Z^OKDwB>k3*|(z=S))wHgmbuF#yXkAb123j}Lx{21!v~HnwE3MmT-A?NcT6faA
zi`Lz=?xA%rt@~&_K<i;zkI{OP)-$x8r}ZMOmuS6A>lIqB(t3^7>$KjW^(L*iXuVDA
z9a`_wdXLuov_7EqA+3*SeN5{UTA$MTjMnG0zM%Cbt*>Z(P3s$4-_rVy*7vl2p!FlI
zpJ@F|>$yR{_pzR*^#ZLIX}v`2Wm>P$dX?5|v|gw62CX+~y+!M7TJO+$m)3i<-lz2e
ztq*B^MC)T(pV0c0)@QUnr}YJ`FKK;6>uXxy(E66vceK8z^#iRRY5hd&XIlTE^$V?`
z2mk*4X&73=(i)D|@U%vtH6pE%XpKy36k4Ow8jaTIw8o${Catk(jZJGDTI13hkJk9K
zCZIJTt%+z&OluNalhT@u*5tINpfx3}sc212YZ_Y9(wdIe^t5K6H6yK=Xw6J(7Fx5?
znvK@%wC12SC#|_?%}r|_TJzGHkJkLOCLa3xJZUmoN6<Qw)={*MrgaRhV`&{n>v&ox
z&^nRUNwiL;bqcLhX`M#vbXsT7I+NB}w9ck=4y|)(ok#0@S{Kl|kk&=CE~a$}txIWL
zM(c7~SJ1kW)>X8wrgaUiYiV6a>v~!@(7KV<O|)*NbqlRqY28Nac3OAPx|7yjwC<*L
z53Ltyy-4dNS})Ujh1RRIUZeFotv6`BN$V|IZ_|2**1NRcqxC+m4`_Wz>mynp)B1$g
zr?ft!^*OCCXnjfRD_URE`i9oGw7#SDJ*^*T{YdL4T0hhJ53OHl{YvY<w0@)YJFWlG
z`h(V=wEm(sz%bsQW57QQL~AfwL(m$E)-be&qcuFO5onD_Yb07D(;9`=sI*3-H9D;^
zX^l;599rYj8jsfav?ioAF|A2xO-gGrT9eb7g4UF@rlK`9t!ZdYOKUn>)6<%P){L}f
zqBS$ES!m5lYc^W5)0%_UoV4bmH8-t!Xw6G&K3enB`WLMQXe~(V-?SE@wJ@zkXe~->
zF<Oh$T7uS+w3ec^G_7T5ElX=TTFcW~f!2z&R-&~styO5PN^3P*tJ7M8)|#}|qO~@y
zb!e?iYXe#v(b|;OX0$e^wFRv$X>CPoYg*gT+LqRKw6>?UGp$`{?MiERT6@silh)p}
z_Mx>et^H^nMC(vmhtWEm))BOhq;(XnqiG#O>sVUH(K><FiL_3lbt<jXXq`dpOj>8r
zI)~P|w9cb-0j*1DT}JD2T36D#iq_S%uAy};t?OuAPwQ4%x6!(T);+ZDqjf*62WUM;
z>v3Ao(0Z2E3$$LO^%AX@X}v=0HCk`bdXv^$wBDxm4z2fSy-({yS|8K;gx06DKBx5s
zt*>Z(L+e{w-_iPk)=#v4ru83MztQ@g)?c&+7|y=NKz|s7)}XWor!^$4VQ39UYeZTj
z(;9`=sI*3>H72dGXpK#4Tw3GPnvm8+v?il91+6J*O-pM!S~Jj^k=CrVW}`I+tvPAU
zOKSmI3(;Db)*`ePrL{P%C1@>0YiU}`&{~ex^0Zc<wIZ#RX{|zQRa&djT7%Y_wAP}v
zHm!ANtxIb?TI<u=fYyezHlnpLtxafcN^3J(o738Y)|RxkqO~=xZD?&vYdc!o)7pX7
zj<j~BwJWVXXzfL7Z(94)I*`^uv<{<nIISaT9YyOnTF28mk=9AHPNQ`et#fFdOY1yZ
z=hM1?)`he#qIC(aOKDwB>k3*|(Yl(}HMFjybv>;cXx&KbW?Hw<x|P;#wC<pFC#}0^
z-A(HrTKCerkJkOP9-#Fgt%qnmOzRO^kJ5UK*5kCEp!E!`cWJ#x>wQ`u(E5<pN3=en
z^(n2-X?;QKD_URE`j*yrw0@xVBdwol{fE}CwEj!$H(I~b`X8-7X#Gj+FIoePVE<vj
zKMX``R9d6a8lBb{w8o@07Ok;qjYDf(TI10gpVoboet$pRPwN3%57K&w*2A<Oq4g-O
z$7nrH>j_#<(t3*4)3lzU^(?LDXgyEs1zIoCdWqJ{v|ge0Dy`ROy-w>5T5r;Ni`Lt;
z-l6p_t@miXPwN9(AJY1W*2lCyq4g=P-)Q|#>wmQVp!FxMzi16Gne&SQ|1c1(foTmw
zYfxH)(HflA5VVG*H59F(X$?bbSX#r;8lKh&v__;g60MPGjY4ZwTBFe#oz@t%#-ueC
zt+8p1Lu*`G<Ix(Q)&#UBq%{$(iD^wjYf@U1(VCpr6tt$KH5IL?X-z|GT3XZ5nwQpm
zv=*eb5UoXMEk<hzT1(Peiq_J!mZ7yQt>tJfPiqBQE7Dqt*2=V2p|vWl)o86wYYkd!
z(prnwhO{=JwK=V=Xl+kxM_Rkm+MU+kwDzU7AFcgq9YE_qS_jcOnARb*4yAP%t;1;@
zLF-6bN7Fin*0HpXqjfy36KS19>ttG|(>jCJS+vfkbq=j_X`N5&0$LZ+x`@`rv@WG}
z8Li7{T}kUITG!CJme%#OZlHA|t($1wLhDvqx6`_V)}6HOqIEZ|duiQA>j7F1(t3#2
zBeWi+^*F63Xgx{mDOyj{dWP0>w4SH+BCVHby+Z3%TCdT1oz@$)-lX*wt+#2tL+f2y
z@6-B#)`zq{ru7M}PicKd>kC?6()x<lH?+Q`^&PG6Y5hR!M_NDA`Y)~DX#Gy>f3*Ih
zHNX`1GY0&_z_bRXH5jeIX$?VZNLoYD8k*KHw1%ZM9IfGLjYMl?TBFb!oz@t%#-ueC
zt#N3LPiq2N6VsZ6)?~D%pfx3}sc212YdTuf)0%<SOtfaEH4Cj-Y0XA!c3N}Lnv>RC
zwC1KYFRl4#%}?uJv=*SX5Uqu2EkbKiT8q(IoYoSwmZY^5t)*!#OKUk=%hOtc*2=V2
zp|vWl)o86wYYkd!(prnw+O*cCwH~eYX>CAjLs}cr+L+cRv^J%+8LiD}Z9!{GT3gZD
zn%1_owxhK@tsQCYL~CbSyU^N=*6y_SptUEhy=m=3YhPOX(b}KZ0kjUJbr7wCX&plA
zP+Eu4I-J%Kw2q{86s@Ca9YgC_TF22kp4JJpPNa1bt&?e;LhCeIXV5yE*15FKqjeFj
zOK4q6>q=Tz(Yl7#wX|-ebrY>yXx&QdPFnZUx}Vkqv>v4O5UodOJxc3wT2Ih=lGf9-
zo}u+Dt><XHK<h<XFVT9L)~mE$qxCwiH)y>{>n&Pu(|U*2yR_b;^**f+XnjcQBU&HR
z`h?b}v_7NtIjt{feM##pT3^%phSqnqexUUet)FTAm)7sJ{-ia)RQ5dv{=*=&2BS43
zt)XZQPitgaqtF_a)@Zawr!@wxv1pA=Yg}66(VBqPgtR86H3_ZBXiZLQN?KFVnugZ2
zw5FpqJ*^pN%}8q|S~Js{h1RUJW}~$@ttDtJNoy%uOVe70*0QvgqqRJ(6=<zUYb9DM
z(^`ers<c+4wK}aeXst<WEm~{ST8GxUwAQ1wKCKOCZAfb)T6@yki`L$>_Mx>et^H{2
zPwN0$2huu-*1@z6p>-&&!)P5&>j+v$(mIOP(X@`Cbu6vpXdO@M1X?H3I*HcFv`(RQ
zDy`FKolffvT4&Nai`Ln+&Y^WKt@CJ|PwN6&7t*?j*2T0gp>-*(%V=Fr>k3*|(z=S)
z)wHgmbuFz2Xgx^lAzBa9dW6=av>v1NIISmWJxS{+T2Iq@hSsyRo}=|Vtruv$Nb4n9
zFVlL3)~mE$qxCwiH)y>{>n&Pu(|U*2yR_b;^**f+XnjcQBU&HR`h?b}v_7NtIjt{f
zeM##pT3^%phSs;VzN7U$tsiLpht{vOexvn2T7S~|i`D?s*smDy4+GH}nARY)2BkF^
zt-)yxNo#0Y!_XR*)^N0jr!^w2k!g)WYgAgJ(HfoBn6$>CH8!nrXpKv2JX+(^nt;}X
zv?ii8F|A2xO-gGrT9eb7g4UF@rlK`9t!ZdYOKUn>)6<%P){L}fqBS$ES!m5lYc^W5
z)0%_UoV4bmH8-t!Xw6G&K3enB`WLMQXe~(V-?SE@wJ@zkXe~->F<Oh$T7uS+w3ec^
zG_7T5ElX=TTFcW~f!4~jR-?5#tu<(^MQd$Z>(E+{*7~$Iq_qjHO=)dLYjav#(AtvL
zR<yRJwGFLpX>Cty2U<JQ+J)Axw05Vp2dzD6?M-VRTKm%4pVq;&4yAP%t;1;@LF-6b
zN6|W()-kk>rF9~$lWCnw>oi)Y(>jCJS+vfkbq=lbX<b0;5?Ytix}4V4w63Lf9j)tW
z-AwCtT6fU8ht|Ec?x*z-t%qqnLhDglkI{OZ)|0fJqV)`|XK6i0>v>u)(0Ym1%d}pl
z^*XILXuV16ZCdZq`heDlv_7Ks39Zj)eNO8OT3^%phSm?Xex&s?tzT&UO6xaTf6)4i
z)_~K0?`sWAYY<w4(i)uBkhF%PH8ibZX$?<nBwC};8kN?Vw8o}24y_4jO-O5ET9eS4
zg4UF@rlvIwtr=*|LTff!v(uV`)||BFrZo?(`Do2g>tD1Mr1fuF3(;Db)}pi)qqR7#
zC1@>0YiU}`&{~$(a<rDGwF0dbX{|(SWm>DyT9wvnv{t9J2CX$|twn2XTI<kSm)3f;
z)~B@rtqo~yOlwnGo738Y);6@ZqqRM)ooVe#Yd2bZ(b}8VzO?qEbr7wCX&pxEC|bwS
zI-b@Ev`(aT60MVIol5I8T4&HYlh)a^&Y^W4t@CMJK<h$U7t^|g)}^#Aqjd$XD`{Ot
z>uOrp(z=e;^|WrFbtA2tXx&Wf7FxH`x{cQDwC<pFC#}0^-A(HrTF=vZf!2$(UZV9f
ztygHhO6zr6Z_s*+*4wn+rS%@I4`_Wz>tkA<(E5zl=d`|{^(C#ZXnjrV8(QDe`i|E3
zw0@xVBdwok4L0NVUen;ThM+Yht)XZQO=}oh!_pd#*6_4Opfw_`k!X!fYZO|e(i)A{
z=(NV5H72dGXpK#499rYj8jsfav?ic6A+3pMO-ySNT9eY6jMn6|rl2(?t*K~DO=}uj
z)6$xb*7USypfw|{nP|;SYZh9w(wdFd?6j7owG^$TX)Qx*Sz61{TAtPlv{t0G60MbK
ztwL*6TC34ooz@z()}*x-t+i>bLu*}H>(N@D)&{gTq_q*PjcIK{Yg1aA(b}BW7PPjc
zwH2+cX>CJmTUy)E+Md=9w05Mm6Rn+T?Luo;TD#HOoz@<-_N28Jt-WdOLu+4J$Iv>K
z)^W6sr*$%|Q)!(}>r7f_(>jONxwOusbv~^NXkAF_B3c*Ix`fuHv@WA{Ijt*bT}kUI
zT36G$hSs&TuA_A;tvhJlP3r+#57Byz))Tazq4gZC7ihgm>m^z*(|U#0tF&ID^*XIL
zXuV16En08WdY9IFwBD!n0j&>deN5{UTA$PUg4S2GzNYmJt#4_4PwNL-KhpY%*3Yzl
zq4g`R|I+%M)*rO~q&2`y{ttiw|1c1(foTm&YcN_v&>E7~P_%}oH4LrcXbn$mL|P-!
z8kyE8v__>h8m-Z3jY(@PTI0|fm)7{SCZIJDt%+$(N^3G&lhc}l)>O2nrZp|C>1fSB
zYerf#(VCgoEVO2$H9M_2Xw5}yZd&uunwQpmwC1O^0Ih{+Elg_>T8q+Jg4U9>mZG%`
ztz~H~M{5OIE74kw*6Os@ptUxwb!e?iYdu=))7pU6hO{=KwK1(tXl+VsGg_O|+Je@W
zw6>zPHLdMv?MQ1UTD#ENmDcXG_N28Jt$k?iOKU$``_npr)`7GRqID>(!)P5&>quHh
z(K?#eF|>}QbsVkZX`MjpBw8oaI)&D$v`(XSCatq*olWZ;TIbR_kJkCLE}(TGt&3<~
zOzRR_m(jYM))lm_q;(CgYiV6a>v~!@(7KV<O|)*NbqlRqY28Nac3OAPx|7yjwC<*L
z53PG?-AC&IS`X5Ch}I*t9;Njdt;cCSN$V+EPt$sa)^oI;r}YA@7iqmj>t$N6(0Y~D
zYqVac^#-jsX}v}3ZCdZpdY9IFwBD!n0j&>deMIYHTA$GRl-B38zNGavt#4@kK<g)3
zKhydzt>0<=kJbRQcs{^@e;An7Ahd>{H6*QJXpKN?6k4Ow8jaTIw8o@07Oin;jZ14h
zTI182kk&-BCZ;tBt;uLjPHPHUQ_`B6)-<%Hr8OO`>1oYCYerf#(VCgoEVO2&H5;wj
zY0W`vPFi!(nw!=<wC1HXAFcUm{fpLuv=*YZ2(86vElF!>TFcQ|p4N)AR-v^jt<`C*
zMQa0E8`0XB)+V$zrL`HY&1r2xYb#n?)7qBScC>b&wIi*aY3)L5H(I;X+LP8^wDzX8
z53PM^?MG{WS_jZNkk&!84yJVotwU*@PU{R>XVN;0*4ebqp>-~;^Jtw<>jGLA(z=M&
z#k4M=bt$dOXkAY03R+jvx{B7-w639bEv@TlT~F%<S~t?ViPn>}o}%?Mt!HRGOY1pW
z&(nH=){C@WqV+PZS7^OT>or=h(|Uu}o3!4d^){_{XuV78JzDS6`heDlv_7KsF|AK%
zeM;*yTA$PUg4UO`zM}Ott#4?3OY1vY-_!bm){nG)qV+Sa|Iqq{)~~ewOY1jUztj33
ztv_h}N$W3KBhUW5XEh3~QE81vYjj#;&>EB0ShU8bH4d$DX^lr~d|DIGnvm8+v?iuC
z39U(KO-5^ST2s)PlGaqTrlvIwt!ZgZM{9aoGtiom)=ac!p*1V5*=Ws9YYtj-(wd9b
z+_dJQH7~9CXw6USU$hpWwIHp3(^`nu!n78rwIr>jX)Q}@d0H#bT9MXDv{t6I3awRX
ztww7NT5Hi-o7OtC)}^%`tqo{xL~CPOo6y>n)@HP}ptTjPt!ZsTYg<~|(b}HY4zzZp
zwG*wKY3)L5S6aK#+MU)OwDzR67p=W%?L%u{TKm!3pVk4i4y1Jut%GSDLhDdkhtWEm
z))BOhq;(XnqiG#O>sVUH(K?>i3A9e6brP+UX`MprR9dIeI-S-Tw9ce;7Ok^sokQzf
zTIbO^pVkGmE~a$}txIWLPU{L<SJJwg)-|-Qr*$K(n`qrk>lRwK(z=b-?X>QobtkR6
zXx&5Wep(OEdWhD;v>u`L7_G-?JwfX!TF=pXf!2$(UZV9ftygHhO6xURuhV*i)?2jR
zru81J4`_Wv>tkA<(E5zl=d`|{^);<;XnjZPds;uz`ia)hwEjcu7h1p4`Y)~DX$>^z
z_ukiFw1%KHB(0%n4M%HuS|idLnbs(@Mx!+*t+8m0O=}!l<I)<R)&#UBqBSwCNoY+<
zYcg6>(3+Cg)U>9hH65+#Y0XG$7Fx5>nw{1hwC15TFRl4#EkJ8QS_{!ynAW1S7N@lY
zt)*x!M{9XnE7Dq-)+)4CrL{V(HEFFyYaLqa(ORF@#<Vu2wHd9gXl+AlTUtBP+KJXK
zw05PnC#}6`?Mv%GT8Gj)jMm|_j-YiEt)pojOY1mV$J082)=9KZrgaLfQ)!(}>kL|F
z(mIRQIke8DbsnwrX<b0;LRuHmx|r4_v@WG}8Li7{T|w(gT36A!n$|V6uBCMyt?Oys
zK<h?YH`BV6*6p<Jq;(gq`)EBt>p@zN(t3>66SSVB^(?LDXuUw|MOv@YdXv_>wBD!n
z0j&>deMIYHTA$GRl-B38zM%CLt*>c)OY1vY-_!b$)=#v4ru83MztZ|It>0+<PU{a^
zf71Gk)&O()zX1mP!$7nKrZotyL1_&}Yj9da&>E7~P_%}oH4Lp`X$?nfcv=(EnuylK
zv?if7DXqz9O-^e{T2s-QhSs#Srl&Ont(j=eOlwwJv(cJ^)||BFqBS?Id1%c`Yd%`@
z)A|>!1!yfu>)*5%qO}UGRcWn8Yjs*{&{~t$TC~=twGORyX`Q#}_xaQLv@W1^A+3vO
zT}<l|T9?wgjMn9}uAp@#t*dBVP3sz3*V1~7*5kCEp!FoJr)WJ*>ls?l(t3{8^R!-|
z^&+j8XuVA96<V*-dX3iWwBDfgCat$<y-n*KTJO?&kJkINKA`m>t&eDZOzRU`pVIn_
z*5|aop!FrKuV{Tu>l<3%()y0p_q2YX^&_pHX#Gs<KeT?KHNxiK=U*ez8j04(v__#d
zDy`9IjZSL}T4T~0i`Lk*#-TMXt?_70NNXZm6VsZ6)}*v1qcu6LDQHbeYbsh()0&3X
zw6vz9H9f5vXw67#CR#Jonw8e<wC1I?0IdaS{hQW8v=*kd2(3kFEk<hzT1(Peiq_J!
zmZ7yQt>tJfPiqBQE7Dqt*2=V2p|vWl)o86wYYkd!(prnw+O*c8wJxpoXsu6c16mu>
z+KAT1v^Jr&DXq<DZBA<oT3gcEiq_V&wxP8xt?g)SPiqHSJJQ;j)^4<Rr?n@oy=m=3
zYhPOX(K>+EfwT^ybug_%XdO!HFj_~@I*QiOw2q;5JgpOGok;6sTBp!DmDXvrPN#JS
ztutwzMe96T=hM1?)`he#qIEH?OKDwB>k3*|(z=S))wHgmbuF#yXx%{TW?Hw<x|P;#
zwC<pFC#`#E-An5}TKCg>kk-Sr9-;Lpt;c9RPU{I;Ptkgs)-$x8rS&|mmuS6A>or=h
z(|Uu}TeRM$^$x9fX}w45eOe#T`iR!Yv_7Hr4Xqz({Y2|$TEEizjn?n9{-E_ItpT?1
zz6t~WVIW!q(;Af4V6=vyH6*Q}X$?nfBwC}>8iUrDw8o+}F0JutO+afRT9eV5lGfC;
zrlB=Gtr=*|Olx*pbI_Wb*1WXlqxCOZ3(#7S*1u^jL~CJMi_%)0))KUqq_s4yWoa!(
zYXw@X(prty8no7;wKlDFX{}Fd16mu=+Jx3-w6>tN6|HS(ZA)uATHDjwf!2<+cA~X2
ztzBsCN^3V-yVKf()}FNXqO~`zeQ51VYkyh?&^nOTL9`C0bqKA)XdO=L2wF$cI-1ro
zw2q^7JgpOGokZ(oTBp!DmDXvrPN#JSt+QyIP3s(5=h8Zl*7>w9pmh<gD`;Iq>v~!@
z(z=P(EwpZ<bvvy)Y28ihURw9ldXUz`v>v7P7_G-?JwfY9T2Ik>n$|P4o~891t><aI
zK<h<XFVT9L)+@ALrS%%E*J-^$>rGm3(R!QKJG9=V^&YMFX?;lRBU&HR`h?b}v_7Zx
z1+6b>eMReQTHn(8j@I|IexUUetzT&UM(Yn+18ikaV&FdvN^3A$gVP#<){wM@qBS(F
zVQ39YYdBiN(;9)+h_ptcH8QPHXpKs1G+Lw68iUrDw8o+}Hmz}JjZ14hTI182fYyYx
zCZaVltx0H2N^3G&lhc}o)~vK<qcuCNIcUvEYc5)I)0&6YytL+{H9xI?(OQ7kg0%ik
zYav<-(^{0)Vzd^gwFIptX)Q%-X<EzBT9(#ww3er}0<9Hktwd{OTC31nmDXysR;RTF
ztu<+_MQd$Z>(E-4)_Szor?mmC4QXveYhzlQ(At#NX0$e^wFRv$X>CPoYg*gT+LqRK
zw6>?U1Faot?L=#5TD#ENmDX{zj;D13trKaTMC)W)r_ef;)@ig(r*#IcGijYg>ug%*
z&^njad9==_bpfplX<bC?Vp^Bbx|G&sv@WN01+6P-T}A6^TG!CJmezH&uBUYats80G
zME}1o?IBvvD*&T#8r!yQwy}-I#*J;K4I7&`wr$(CZQE#)4!ZXwqi5~;zy9@}^Bvtl
z>qc5P(Yl$|EwpZ>bsMeQY288VPFi=-x{ucVv>u@KAgzaJJxuEnT949tjMfvhUZC|N
zt(R!MOzRa|uhM#r*6Xz1p!FuLw`jdh>m6F}(t3~9`?Nlw^&zc~XnjoU6I!3q`hwP%
zw7#PCHLY)GeMjpDT0heIiPq1wexdant>0<=LF-RigKXx!fkA&UIISUQ4M}S#TEoy9
zj@IzBMxZq!t<h+WL2DvflhB%+)>O2nr!^C;*=fx|>+iJwL2GVW^U#`?)_k<)r?mjB
z1!*lrYhhZ8&{~w%;<T2ewG^$TX)Qx*Sz61{T7lL-X{|_WWm>DyT9wvnv{t9J2CX$|
ztwn2HTI<nTpVkJn2GH7w)+V$zrL`HY&1r2#YinBD(At*PcC>b&wIi*aXzfgE7h1d0
z+KtxkwDzF27p;HO+MCuswDzU7AFTsu{fE{;v<{|qD6J!C9ZBmbT1V45hSssPj-z!v
ztrKXSNb4k818JR1>l9k2(mIXS>9o$Ebr!9&X`MssJX+_|x`5V&v@W7`F|A8zT}taR
zT9?zhg4UI^uBLSjt?OuAPwNI+H`2O^)-AMdrFA>4J80cW>n>V%)4G?|eYEbU^#H90
zX+2Eq5n7MZdW_cNw4S8(6s@OeJwxkRTF=pXp4JPrUZnLhtygHhO6xURZ_s*^*4wn+
zrS%@I4{3c&>l0d^)B2LuSG2yS^$o4>XnjxX2U<VU`ia)hw0@=a8?FD+`h(V=v<BJ2
zp2ncR7>w57w1%WL6s@6Y4MS^KTEo#Ap4N!8Mxr$`tx;%=N^3M)qthCb*7&q0rZpL@
zDQHbeYie54(wdIe476sVH4ClTXw5-uE?WPfH8-t!Xw6G&K3enBT7cGqv=*YZFs(&s
zElO)KT8q<Kg4U9>mZG&Ztz~E}OKW*rE71BUtrcmlL~CVQtI}GH*6Os@q_q~UwP~$O
zYdu=)(;7f)Ls}cr+L+cRv^J%+8Lcg7ZAoh@T3gfFhSs*Uwx_idtzBvDLF-?%_N8?I
ztpjNtMC%Y*htWEm){(T1rgbc><7u5p>m*tOX`M{#6k4a!I*r!pw9cS)Catq*olWZ;
zTIbR_kJkCLE}(TGt&3<~OzRR_m(se7*5$OWpmi0kYiZp;>t<TF(Ylk?-L&qZbuX>^
zXx&fi0a_2zdWhD;v>u`LD6Pk6Jx=QhT2In?iq_M#o}u+Dt><XHK<h<XFVT9L)+@AL
zrS%%E*J-^$>rGm3(R!QKJG9=V^&YMFX?;!W8(QDe`i|E3w0@xVBdwok{Y>i@TEEiz
zjn;o@{Z8u-T7S|Sd+Y!ES>w<em)3Z+#-}v_tqEyOL~CMNlhB%!)?~CMr!@twDQQhb
zYie54(3+OkbhM_YH3O{~Y0X4yW?Hk*nw8dUv}UI@2dz12%|+|)wEjVBZd&uunwQpm
zwC1O^0IdaSEktW!T8q$Hl-6Rj7N@lYtqo`mptT{bjc9F5YZF?V(%OvH=Crn;wI!{s
zXl+ev8(Q1b+JV-Nw05GkGp$`{?MiDmTD#NQgVvt3_M-JKTK}fCH?4hW?MrJvTKm)b
z53M6<9YyPCTF1~jmez5!j;D13t&?aCq;)c_Q)rz^>oi)Y(>jCJnY7NLbvCVYXq`*z
zJX+_|x`5V&v@W7`F|A8zT}taRT9?zhg4UI^uA+4{t!rpqOY1sX*VDRz){V4oqIEN^
zTWH-%>o!`q)4GG!U9|3@buX>^Xx&fiL0S*ddYINDv>v7P7_G-?JxS|nTF=mWmevcj
zUZnLBtygHhO6xURuhV*i)|<56qV+bd_i24V>qA-}(fXLyC$v7L^*ODtXnjrV8(QDe
z`i|BQw0@%XGp%1}{YvXMTEEl!gVvw42HD1aGY0*|;IxLIH6*Q}XbnwkSXv{{8j;pW
zv__^iDy`9JjX`TnT4T`~o7OnA#-lYptqEvNNNZwRlhB%+)|9lSrZo+%X=zPIYkFEU
z(3+9fOtfaEH4ClTY0W`vPFnNPTA0=%v=*hc1g#}$Ek$ctTFcQ|k=DwzR-v^jt<`C*
zL2E5qYtven)&N?Y(Au2VmbA8_wKc76Xl+kx2U<JP+KtwpwEjiw-?a9nwI8kj&^m<H
zp|p;mbrh{*XdO%II9kWkI)T=Sv<A{Th1RLGPNQ`Ot+QyIN9#gb7t^|g)@8J=pmim!
zt7%<J>v~!@(z=<}t+Z~ZbqB3GY28KZZd&)yx|h~{wC<<%0IdgUJw)qaT943rl-6Uk
z9;fvLttV+cMe7+_&(eC1*7LMpp!FiHmubC1>s4B>(|Uu}o3!4h^$x9fX}wSD16m)_
z`iR!Yv_7HrDXq_GeL?F>T3^xnn$|b8ex&sat>0-4vYow#L4PqAts!U)MQdnU!_pd_
z)`+x5rZp<9(P@oIYb;u0(;A1?xU|NjH9oBgXiZ3KB3cvEnuOM*v?il9Ijt#ZO-XAi
zT2s@ShSs#SrlU1Itr=*|NNXlqGt-)d)@-z9r!@zyIcd#B>mRh{rZo?(d1=i@YXMpd
z(pretBD5B#wG^#oX{|tOC0eV{T9wvnv{t9J2CX$|twn2XTI<kSm)3f;)~B@rtpT()
zq_q*PjcIK{Yg1aA(b|I6mbA8_wKc76Xl+YtJ6hY*+JV-Nw05GkGp$`{?MiDmTD#La
zkk&!84yJVotwU)YM(c1|N6<Qw)={*MrgaRhV`&{n>v&ox&^nRUNwfyiI+@lfv`(dU
z8m-f5ok8nNT4&KZo7OqB&ZTu8t@CMJK<h$U7ty+y)+MwqrF9vt%V}Lf>q=Tz(Yl(}
zHMFj!bseqiY285UMp`$~x|!B3v~Hz!8?D=E-9hV4T6fX9o7O$F?xl4ft@~*`K<hzT
zZ_#?2);qM`rS%@I_i24V>qA-}(fXLyC$v7L^%<?tX?;QKOIlyi`kK}^w7#YF9j)(a
z{XpwST0hbHnbt3~ex>yrt^d;coz@?;{-ia?4$cSo+b;&CH5jeIX$?VZNLoYD8k*KH
zw1%ZM9IfGLjX-NeTBFh$jn?S2#-KGOt+8m0O>10Q<I|dq*5tINpfx3}sc212YZ_Y9
z(wdIe^t5K6H6yK=Xw6J(7Fx5?nvK@%wC12S7p=e3`UkDKY0X1xK3WUVT9DR4v=*kd
z2(86vEkSEZT1(Mdn%1(kmZ!A>t$)&5k=DwzR;9HXt<`C*L2F%F>(knb);6@Zr?nHU
zU1;r2YcE>+(%O&K0kjUJbr7wCX&p-Ia9T&uI+E5=w2r2A46Wm69Z%~7S_5gFOzRX{
zr_wr&*6Fm)pmip#b7-AQ>pWWL)4G7xg|sfBbqTG@XkAY03R+jvx`x)Zw63Fd1Fair
z-AwBiTDQ`=jn?h7?x1xit-EO5L+d_T_tScS)`PSjqV))^M`=Ay>j_#<(R!BFbF`kP
z^#ZLIX}v`2Wm>P$dX?5|v|gw62CX+~y+!M7TJO+$kJkINKA`m>t&eDZOzRU`pVIn_
z*5|aop!FrKuV{Tu>l<3%()y0p_q2Yb^%Je1Y5hX$S6aW(`Y)|NX#Gj+Z#)0r(;Af4
zV6+COH3Y4pXbnwkSX#r;8lKh&v__;gGObZ)jY?}YTBFk%lh#<Y#-=q6t#N6MM{9gq
z6VRHF)<m=>rZowz$!JYZYYJLZ(wd6a)U>9hH65)PXw5`xW?Hk-nvK?+wEj-(AGGGB
zH6N|{X)Qo&L0SvZT7=f3v=*baIISgUElF!>TFcN{me%sLR-pAyS}W07nbs<_R-?5#
ztu<(^Noy@yYtveX)_Szor?mmC0kk%xwGpk&X>CPoJ6b!^+L_iaw05Jl2dzD6{fpM#
zwDzU7Kdt}JI*8UGv<{_p7_Gx;9YO0zT1U}3n$|J2j-_=Rt>bB(K<h+WC(#;6>ttG|
z&^ndYX|ztKbtbK|Xq`>#99rknI*--`v@WD|5v@yTT}taRT9?zhg4UI^uA+4ft!rsr
zN9%f8H_*C~)=ji-p>->*+i2ZR>ke9X(Ylw`1GFBd^%$+EXgy2od0H>fdWqI6v|gq4
zI;}Tpy-n*~TJO{PfYyh!KBDz8txsruO6xOPpVRt+)>pK?ru7Z2Z)tr;>w8*1(E5?q
zPqcof^$V?EY5hj)zqEd*^#`p#X$`vT|9!3@XbnwkI9emp8im%Vv__*fI;}BijY(@P
zT4U21ht{~X#-lYptqEvNNNXZm6VsZ6)}*v1qcu6LDQHbeYbsh()0&3Xw6vz9H9f5v
zXw67#CR#JonuXS^v}U6<JFWGP{{MT_2DApy+K|>pv^J)-39U_OZANQzT3gWClGawV
zwx+cWt!-&-M{9dpJJ8yR)-JUEO>1vj`_S5#)_%11r}ZCN2huu-*1@z6p>-Io!)YBs
z>quHh(K?#eF|>}QbsVkZX`MjpL|P}&8c6G8TBp!DmDXvrPN#JStutwzMeA%@=g>Nr
z)_Jtfr*#3X3u#?M>tb4$(7Ke?Wwb7*bp@@fXkA0=T3Xl9x}MgJv~HqxGp$=_-Ad~=
zTDQ}>lh)m|?xA%rtp{j5Nb4b5kJ5UK*5kCEp!FoJr)WJ*>ls?l(RzW_i?m*%^)jtj
zXuU@3O<Hf!dYjfewBDul0j-Z{eN5{UTA$MTjMf*lzNGaPt*>c)OY3`DKhXM-)=#v4
zru7T0UupeD>vvj%9OJzO2K~k0w1%KHB(0%n4MS^KS|iXJiPk8zMx`|xt<h<XL2FD}
zW6>I$);P4rr8NPq329A4Yf@U1(VCprG_+=*H8ZVQXw6D%Hd=Ggnv>Q%wC1HXAFcUm
zEl6u2S_{)!l-6RjmY}r^tz~H~M{9XnE7Dq-)@roYptTOI^=S>DwIQvIXl+buGg_O|
z+LG3`w05Ai6Rn+T?M7>NT6@vjo7TRx_M^2wtpjNNht`3#4yJV|t;1;@LF*`5$I&{G
z)<9Y((>j&b>9o$Ebr!92Xq`vv0$LZ*x`ftcv@WN01+6P-T}A6^TG!CJmezH&uBUYa
zts80GMC)c+x6rzk)@`(Ir*#LdJ89iT>mFM7(z=h<{j?sS^&qW>X+1*gQCg4FdV<!I
zw4S2%G_7Z7Jxl9(S})Lgk=9GJUZ(X5tygKiPU{U?Z_;{;*4wncqV+AU?`i!+>la$T
z(fXa%pS1pVobT@#>=#4O8j991w1%TK0<Do~jY4ZQT4T~0i`Lk*#-%krtqEvNL~9aS
zlhT@k)>O2nrZpX{8EDN&YZh9I(^`VoQnZ$)wJfdWXf01`1zP{4wIZ#RXst|Z6<Vv(
zT8-A~wAP@tCatw-txankTI<qUkJkFMHlQ_t)`qk;qO~!tO=xXOYcpD#(;DO_=OO&<
z7lYCojMm_^hM+Yht)XZQO=}oh!_pd#*6_4Opfw_`k!X!fYZO|e(i)A{=(NV5H72dG
zXpK#499rYj8jsfav?ic6A+3pMO-ySNT9eY6jMn6|rl2(?t*L0uLu+1I^U<20)&jH^
zq_q&Og=sB9Yf)N@(OR6=610}2wG^$TX)Qx*Sz61{TAtPlwEjtJMOrJ-TA9`=v{t3H
z8m-l7twC!|T5Hi-o7OtC)}^%`t@UYbKx+W44QXveYhzlQ(At#NX0$e^wFRv$X>CPo
zYg*gT+LqRKwDzI3FRg=U9YX6cT1U`2iq_Gzj-hodt>b7NPwNC)C(=5J)<9Y((>jIL
zskBa`bvmsxXq`#xELvyNx{%f-v@WN04Xx{F-9+maT6fU8i`Kog?xS@-tp{j5Nb4b5
z57T;t)}yo@qxCqgCuluQ>ls?l(R!ZN3$$LO^%AXDXuV47HCnIJdV|(mwBDxm4z2fS
zeL(9&S|8K;gx06DKBM&otuJYPMeA!?-_ZJw*7vl2r1cZ6UugYG>o;2erS&_lKWP0)
zYmgwnF^K;+D6PS04MA&2T0_$shSqSjhNm?Gtr2OBOluTcqtP0j)|j-$qBS<HacGT4
zYkXQ0(3*(W#Iz=%H7TvhXiZLQN?Oy<nwHjdw5F#u6RnwP%|dHdTC>rbgVvn1=A!iv
zT65Eyht_<w7NWH<twm@pPHPETOVV13*3z_=p|vcn<!CKWYXw^Wq_rZgm1wO@YZY3n
z(OR9>8no7=wHB>)Xsu6c0IiK_Z9;1^TAS0_lGfI=wxP8xt?g)SPiqHSJJH&i)-JSm
zrL`NaJ!$Pl>tD3?rnL{PeQE7SYkyh?(E1Op18E&h>kwLp(mIUR5wwn^brh|mX&poB
zSX#%?I-b@Ev`(aT60L!>PN8)wt<z|oPU|dMXVW@|*15FKqjf&53us+P>mphg)4GJ#
zrL-=ibvdmoXkAI`Dq2_5x`x(uw63Rh1Fair-AwBiTDQ`=jn*Bs?xb}Wt-ER6OY1&b
z_tScS)`PSjqV+JXM`%4t>oHo7(|Ur|leC_q^)#(#Xgy2oIa<%tdV$u9v|gh13a!^@
zy+P|OT5r>OpVo)8KBDy*t<PzFN$V?G-_iP>){nG)qV*fCKWPp2+y6UWL(m$M)=;#D
zrZo($;b;v{YXn*&(Hfc7D6~eUH9D;^XpKp0EL!8x8kg31w8p130j&vXO+;&AT9eS4
zl-6XlCZ{z8ttn|uMQdtW)6klh)^xO{r!@nu8EMT#Yi3%r(3+Lj?6l^j^><ox)0&Ug
z0<;#UwFs@nXe~)=DO$_WTAtR*v{s?DDy`LMtxjtVT5Hl;o7OtC)}ysPtpT()q_r`v
zO=xXKYjav#(%OpF*0i>vwJojfXl+kx2U<JQ+KJZAw05DjE3HFl9ZKskT8Gm*g4U6=
zj-qumtz&2%OY1mV$J082)`_%EqBW4#$+S+Pbt<jXXq`^$3|eQ>I*ZoXw9cV*F0Bh`
z-A3znT6fU8lh$3d?xuAQt$S(RN9%rC572s$)<d)&ru7J|M`=Aq>v397(0Y>AQ?#C@
z^$e|NX+1~ld0H>fdXd&kv|gt53awXZy+-SGT5r&Llh#|b-lp{qt#@g?N9%oBAJF=c
z)<?8Hru7M}PicKd>vLLP(E5_rSF{ET%HG7_zZinnkhF%PH8ibZXbnqiI9kKg8iCe`
zv__&eGObZ)jY?}YTBFk%gVva|#-cSgt#N3LOKUt@<I|de)`YYsqBSwCNoY+<YjRps
z(3+CgRJ5k1H4Uw4X-!9KdRjBknvvE_v}UF?3$0mc%|>f>T65Eym)88W7NoT>twm@p
zN^3D%i_=<y)>5>VrnL;MWoa!(YXw>>(prhu%CuIYwJNREX{||XEm~{ST8GxUwAQ1w
zKCKOC4WP9lt&M1HOluQbo6_2h*5<UfptU8ft!QmcYa3eI(%O#J_Oy1OwIi*aXzfgE
z7h1d0+KtxkwDzF2C#}6`{fpMWY3)sGA6om;+K<-$v<{&4A6f^}I*8W6v<{(lD6PY2
z9Zu^AT1V14iq_Gzj-hodt>b7NPwOOF18JR1>r`5&(K?;hnY7NLbuO**X<b0;LRuHm
zx|r4_v@WG}8Li7{T|w(gTG!ILj@AvdZlrY+ty^f_O6xXSx6`_t*1fduqjf*62WUM=
z>mgbX(|Ux~qqH8U^#rY_X+2Bpd0H>fdXd)4v|ge0Dy`RPy+!M7TJO?&kJbmYKBV;#
zt&eGaLhDmnpV9h))_1gip!FlIUugYG>knFk1mk@Q2K~j5w1%QJ9IfGLjX-NeS|iaK
znbxSZMx!+bt+8m0O=}!l<Ix(Q)`YYsrZowzNoh?^Yf4&E(VCjp^t5K6H6yKAXw6D%
zc3N}Lnv2%lwC15TFRcY=EktWkT8q(Ig4R;BmZr4~t>tK~Kx;)>E74kw)*7_dq_r-s
z^=NHCYXGfHXl+Vsb6Q)_+J@E+w05Dj8?D`G?Lli#T6@v@H?6&C?L%unTKm&FfYyI#
z9YpJ3T8Gd&l-A+2j-YiUt)pliP3st1$I?2E*73AXpmidxlV}a3buz6}Xq`&yG+L+A
zI)m1kw9cY+Hm!4LolEOHTIbWckk-YtE~Rxjtt)6<L+d(P*VDS0)-AMdqjfv2yJ_7+
z>poid(|VZJ<FuZl^)#(#Xgy2oIa<%tdV$tUv|gt5Dy`ROy+P|uT5r*Mht|8a-lO$C
ztq*B^MC)T(pV0b@*5|aop!FrKuV{Tu>l<3%()y0p_q2YX^&_pHX#Gs<7h1p4`i<6q
zX^j~C|GlV@XpKy36k4Ow8jaTIw8o@07Oin;jZ15MS`*Nkh}OikCZ#nQttn_tNoy)v
zQ`4G;*0i*yqcuIP8EDN&YbIJV)0&;uVzd^gwFIptX)Q%-X<EzBT9(#ww3er}0<C}2
zT9MXDv{t6I3awRXtww8gT5Hf+lh#_a)~2-%t#xUwM{9jr8_*g+YeQNa(b|~SCbTxC
zwHd9=X>CDkOIlme+M3ojw6>+S9j)zY?LccsT07C&nbt0}cBQo&t;1;@LF-6bN6|W(
z)-kk>rF9&w<7u5h>qJ^7(HcnWWLl@tI+fOGv`(jW2CXw`oki<xTIbL@m)3c-&Zl(&
ztqW;gMC)Q&m(aSD)@8IVr*#FbD`{Ot>uOrp(7Kk^b+oRhbpx#%Y28HYW?Hw<x|P;#
zv~H($2dz74-9_t3T2Ik>j@ApbUZV91t=DM1PU{U?Z_;{;*4wn+q4h4U_h`LO>jPRJ
z()x(j$Fx47^(n2-XnjuW2U<VV`kmIFv<3^odj$;fi(zODM{6WnBhwm%)~K{bqcu9M
zF=&lRYb;u0(;A1?xU|NjH36*&X-!0HVp@~XnvB-uw5Fgn4XtTuO;2kES~Jp`iPkK%
zW~DV7t=VbKL2E8rf2TD!t$Aq8M{9ms3(#7S)<U!vrnLyIMQJTTYe`y5(^`hsvb2_?
zwLGnV(pr($%CuIYwHmF}X{||XEm~{ST8GxUwAQ1w0j&YFHlnpLtxaidMr(6gThQ8)
z)>gE(rnN1t?PzUJYX@38(%OmEF0^*1wFj*|Y3)U8Z(94%+K<-$v<{$kAgzOF9Zc&G
zT8Gj)jMfpfj-hodt>b7NPwOOF18JR1>l9k2(mIXS>9o$EbtbK|Xq`>#99rkmx`5V&
zv@W7`39U<MT}JClT36A!n%1?nuA_A$t($1wLhE)~chb6x*4?!3p>;2<`)J)y>p@x%
z(R!HHBeWi+^#rXaX+1^jX<E<FdY0C6w4SH+0<9Nmy-e#BTCdW2jn*5q-lX*wt+#2t
zL+f2y@6mdn)(5mcr1cT4k7<2M>oZ!P)B1weSG2yS^$o3WX?;iQds;ux`jOU8w0@@b
z3$0&i{YLA*w0@`c2dzOu@_qn+`^BKN2B$Ryts!X*MQa#Z!_pd#*6_4Oq%{()k!g)W
zYgAgJ(HfoB7_`QuH5RS0X^lf`Tw3GN8lTn#v?ioA5v_@7O+sr@T9eV5oYoYyrld6$
zt!ZdYM{5RJGtruv*6g(Aq%{|<d1%c`Ykpb_&{~AnqO=yLwFIqYXstkNC0Z-fT7}lC
zv{t9J2CcPdtxankTI<nTpVkJn2GH7w*2c6pp|vTk&1r2xYfD;N(b}5UHng^-wH>YP
zY3)F3M_N14+L_iaw05Pn8?D`G?Lli#T6@v@7p;HO+MCuswDzU7AFTsu9Z2gCT8Gg(
zlGf3*j-z!vtrKaTOzRX{r_nl-*15FKqjf&53us+P>mphg)4G(_WwfrKbtSE<X<b9>
zI$GD$x{=mRv~HnwE3MmT-A?NcT6faAi`Lz=?xA%rt@~)*PwQb?uh4px)@!t0r}YM{
zH)*{^>up-^(0Z5Fd$iuC^#QF9X?;ZNV_Kik`jpmZv_7Zx1+6b>eMReQTHnz6mezN)
zh7I-q{?u@^hNm?Gtr2OBL~CSPqtF_a)@Zawr!@wxF=>rOYiwHM&>EN4c(lf+H36*&
zX-!0HVp@~Xnv~XLv?ixD1+6J*O+{;JTGP;)mezE%rl&Ontr=;}L~CYRv(TEA)@-z9
zr!@zyIcd#B>+iJwL2GVW^U#`?)_k<)r?nETm1(U)YgJmS(OR9>8no7=wHB?lX{|$R
zU0UnWTA$Viv<A@Hkk&@DHm0=+txaidMr(6gThQ8))>gE(rnL>NZE0;sYkOKd(AtsK
zPPBHWwF|9XY3)X9cUpVU+LP8^wEjiw-?a9owGXX*Y3)aAe_998I)v6?w2q*46s@Ca
z9YgC_TF22kp4JJpPNa1bt%0;op>-Oq(`lVS>r7f_(K?6Ld9==_bpfplX<bC?Vp^Bb
zx|G&sv@WN01+6P-T}A6^TG!CJmezH&uBUYats80GMC)c+x6rzk)@`(Ir*#LdJ89iT
z>uy^2(7Kn_eYEbU^#H90X+1>iVOo#SdX&~<v>vDR1g$4&Jw@wjTF=mWmezB$o~QK!
ztruy%MC)Z*uh4px)@!t0r}YM{H)*{^>s?y!)B1?k$Fx47^(n2-XnjuW3tC^&`ij=q
zw7#MB1Fauv{Y2{*TEEizjn?n9{-E_ItwBO_zmCCwF%+$#X$?bbSX#r;8lKh&v__;g
z60MPGjY?}YTBFk%i`Lk*#-%kLt?_A1NNXZm6VsZM)|9lSrZo+%>1a()YX({~(wd3Z
z%(P~qH5aYF)0&&s{InLNwGgd^X)Q@>DO$_ZT7lL|v{t6I3awRXtww7NT5Hi-o7OtC
z)}^%`tqo`mptTXLO=xXOYcpC~(AtvL*0i>zwH>YPY3)dBXIi_^+LhLxwDzL453PM^
z?N94Jv<{?oFs(yr9YO0TTF25lp4JJpPNX%E)+w}3rF9yuGiaSf>l|9=(z=k=#k4M=
zbp@>}X<be08d^8dx{=n+v~Hnw2d#T(-B0TQS`X5Ch}I*t9;Nj-ttV(bN$Y7^&(M07
z)^oI8p!FiHmuS6A>s4B>(R!WM8?@e}^%kwSX}v@1U0UzadY{$@v_7Qu5v`ADeM0L~
zTA$JSoYoh#zNGaPt*>c)L+e{w-_iPk)=#v4rS)H0ztj3#nE&^i2BS4Nt)XcRLu)u%
z!_yj>)+n?_qcu9Mv1yG@YeHHR(VCdnB(x@_H5skRX-!FMDq7RfnwHk|v}T|+BdwWf
z%|dHdTC>rbgVvn1=A!j?T65Eyht|Bb=A$(~tp#W;NNXWl3)5PJ)}pi)qqR7#C1@>4
zYbjbw(^{U^`m{EnHGtNJv^Ju(F|AE$ZANPgT3gcEn$|Y7wxhK@tsQCYL~9pXyVBa7
z)*iI>q_r2Vf6@9kt-WdOLu+4J`_bB;)`_%EqBW4#$+S+Pbt<jXXq`^$3|eQ>I*ZmF
z(f|KH*PXQPrFB282WdS_>rq;d(R!TL6SSVB^%SkAX+1;hSz6E0dY;w`v|gn360MhM
zy+Z3%TCdT1oz{D_KBV;tt<PzFL+d+QKhgSy*6+0bq%}wk?r-q7UkplXFj|At8iLl4
zw1%QJG_7H14NGe{S|iXJk=97GMy53it<h+WPHPNW<IozH*7&q0pfw?_iD*qiYf@U1
z(VCpr6tt$IH8rhiXiZ0JdRjBmnu*pdv}UC>8?D)C%}Hx6TK}LmH?4VS%}Z-OS_{xx
zkk-Pq7NNB$t;K0AL2D^mOVe70*0QvgqqRJ(f6`i!*2=V2p|u*V)oHCkYfV~f(OR3<
zI<(fMwH~eYX$_#YA+3#QZ9;2PTAR_@oYt1KwxYE)t!-&-M{9dpJJ8yZ)=so`p|uCC
zJ!$Pl>tD3?p|vlq{b(IP>p)ru(K?vcA+!#qbr`L~X&pi9NLokHI-1sTw2r5B0<D3x
zPNsDVty5{8PU|dMXVW^5*7>w9q;)Z^OK4q6>oQtb(z=S))wHgqbseqiY285UMp`$~
zx|!B3v~Hz!8?8HN-AU^%T6fdBht~bH9-#Fgt%qnmOzRO^kJ5UK*5kCEp!F23r)fPy
z>seYa(0Y;9OSE35^$M+5X}w14by{!GdW+WEwBDihF0J=yy-(`{S|8H-h}OrnKB4s~
zt<PwEPU{O=U(x!S);F}iqxC(lA87qZ>t|ZO(E63uZ?t}=^#`p#X$=yS^9KI*i$Q4(
zMr&|dL(m$M)=;#DrZo($VQCFVYj|2C&>E4}NVG<#H43d!X^lo}bXsH38k5%8w8o`1
z0j-H>O-yTYT2s=Riq>?rrl&O{t(j=eMr(FjbJCiN);zQpptTUKg=sB9Yf)N@(^`Vo
zQnZ$)wH&P#XstwR6<Vv)T9ek=wAQ7yKCJ<?Hlno&t<7j{L2D~o+tAvD)&aB*rFAr|
z6KI`CYap$YX`M>zG+JlSI+NDfw9cV*9<B3fT}bO9T9?qel-A|6uAp@#t*dBVP3sz3
R*V4L<*7dY*pmigy{{fRv_#*%S
literal 0
HcmV?d00001
diff --git a/log/zPythonScripteTest/err_n_plots_multi/MultiSO_Vp_pointmapping.npy b/log/zPythonScripteTest/err_n_plots_multi/MultiSO_Vp_pointmapping.npy
new file mode 100644
index 0000000000000000000000000000000000000000..c726323c54b573ef77024aca2f83707f8792aafe
GIT binary patch
literal 149312
zcmbT+Ll9kQpmyQdwr$(!q+{E*ZQHhO+qP}nMkk$glK=iUYfUn|d-BxUlT)Yad{yt>
zbtaanT)JHKfC0J$=$X7x<BknGB+r!~d7kDulBY?Kyh+;*ojTNSQ@3r0Mvedf{UY^S
zb!_}U_d7PL->&ihbc&prGi6DWAXCaT33?~^zg?l)<qGh>m$s+11Faot?L=#5TD#EN
zmDX;wcBi!mtvzY&MQd+b`_S5#)@ig(r*#IcGijYg>ug%*&^njad9==_bpfplX<bC?
zVp^Bbx|G&sv@WN01+6P-T}A6^TG!CJmezH&uBUYats80GMC)c+x6rzk)@`(Ir*#Ld
zJ89iT>uy^2(7Kn_eYEbU^#H90X+1>iVOo#SdX(0Kd48XNJwoeoT2Ik>mevcjUZ(XL
ztugZc{(Ox|Yb;u0(;A1?xU|NjH9oBgXiZ3KB3cvEnuOM*v?il9Ijt#ZO-XAiT2s@S
zhSs#SrlU1Itr=*|NNXlqGt-)d)~vK<qcuCNIcUvEYc5)I)0&6YytL+{H9xI?(OQ7k
zg0%ikYav<-(^`bqy0q4#wLYy4Xl+PqBU&5N+Jx4ov^Jx)Ijt>dZAoh@T3gfFhSs*U
zwxhK@tsQ9XNNXorJJZ^Q)~>X6qqRG&J!tJoYcE=R)7ppDzO?qEwLh%`XdOuFAX*30
zI)v7tv<{<nIISaS9ZBmbT1V45hSmwRPNa1bt&?e;LhDpor_nlt)>*VJq;(Oki)md#
z>rz^m(Yl=06|}CTbrr3vX<b9>T3Xl9x}Mezv~Hwz6Rn$R-Ad~=TDQ}>gVvq2?xuAw
zt@~)*PwN3%57K&=)}yo@qxCqgCuluI>ls?l(t3{8^R!;1^)jtjXuV47HCk`edY9Ih
zw7#bG9jzZ}{Y>juTEEj8Am8tOrvYgVOlweDgV7qC){wM@rZo($VQCFVYj|2C&>D%>
z$h1bGH9D;^XpKp0ELvmJ8i&@nw8o<~A+3pMO-ySNT9eY6jMn6|rld7Bt!ZdYOKUn>
zGt!!g*37hKr8OI^IcUvEYc5)I)0&6YytL+{H9xHdX#JbkLbMj9wFs?6X)R7`30h0h
zTAJ3fv{s<CBCVBZtxRhbTC37pjn?Y4)}XZ}t+i;aO=}%m>(W|}*7~$Iq_q*PjcIK{
zYg1aA(b}BW7PPjcwH2+cX>CJmTUy)E+Md=9w05Mm6Rlln?MiDmTD#NQgVvt3_M){9
zt$k_jPwN0$2huu-*1@z6rF9ssBWN8->nK`B(>jLMakP%7bpovuX`Mvt6k4a!I*r!p
zw9cS)Catq*olWZ;TIbR_kJkCLE~Ir4t&3@0LhDjmm(jX{)|Irbrgbf?>uB9T>qc6)
z(7KJ*?X>QqbvLbhXx&TeK3ezFdXUybv>vAQ2(3qHJx1#ZT2In?iq<o<o~891truv$
zNb4n9uh4px)@!t0r}YM{H)*{^>m6F}(t3~9`?Nlw^&zd#XnjfRTUtNR`ia)hw0@!W
zUs}J>`X8-7X$_E{=K&1#he2o!Mr#OKL(&?G*3h(up*1Y6;b;v{YXn*&(i(}@$h1bG
zH7c#qXpK&53|eE-8jIH0w8o(|9<A|dO+afxS`*QlnAW7UCZjbuttn|uMQdtW)6klh
z)^xO{r!^z3nP|;SYZh9w(wdFd?6l^jH5aY9Y0X1xURv|hT9DSlv=*baB&}s>tw3uf
zS}W69mDcLC)}XZ(t#xRvM{5IG8`0XB)+V$zrL`HY&1r2xYfD;N(b}5UwzRgRwLPsJ
zXzfUACt5qx+J)Axw05JlJFPuv?MZ7dT6@#lht|Hd4xn`~t;1*?N$VI|$J082)`_%E
zqIEK@Q)rz^>oi)Y(>jCJnY7NLbvCVYXq`*zJX+_|x`5V&v@W7`F|A8zT}taRT9?zh
zg4UI^uA+4{t!rpqOY1sX*VDRz){V4oqP1R$-+M&s)7pU6hO{=KwK1(tXl+VsGg_O|
z+Je@Ww6>zPHLY!EZA<GgT8Gm*g4U6=j-qumtz&2%OY1mV$J082)`_%EqIEK@Q)rz^
z>oi)Y(>jCJnY7NLbvCVYXq`*zJX+_|x`5V&v@W7`F|A8zT}taRT9?zhg4UI^uA+4{
zt!rpqOY1sX*VDRz){V4oqIEN^TWCE?>p5D_(|Uo{i?m*%^)jtjXuV47HCnIJdV|)R
zwBDliF0J=yy-(`{S|8H-h}OrnKB4s~t<PwEPU{O=U())D*4MPYq4h1T?`VBb>qlBY
z)B1zfpS1p>H9$$8Z!zE>2BI|xtwCuGMr&|dL(m$E*3h(up*1Y6;b;v{YXn*&(i(}@
z$h1bGH7c#qXpK&53|eE-8jIH0w8o(|F0JusjZbR=S`*Tmh}OikCZRPct;uLjPHPHU
zQ_`A>*3`77p*1b7>1oYKYbIJV)0&0WY_w*lH3zLZY0X7zZd&uunvd4MXe~f%L0Svb
zT7=f3w3eW?B(0@rElq0~TFcT}j@I(DR;0ButyO5PN^3P*tJ7MO);hG-rL`Wd^=WND
zYhzlQ(%OvH=Crn;wI!{sX>CJmTUy)E+JV+iw05So3$0yg?M7>NT6@silh)p}_M>$G
zt%GPCOzRL@htfKn))BOhrgbc><7u5h>qJ^7(K?ydDYQ<dbsDYHX`MmqY+C2gI+xZ3
zv@WD|5v|K<T}|scTG!LMf!2+*Zl-k$tvhMmMeA-__t3hJ*8Q{|p!E=~hiN@Z>q%Nq
z(R!NJGqj$k^&+iTXuU@3En4r=dY{$@v_7Qu5v@;YeMajGTHnz6p4N}FexmgYtzT*V
zPU}xv1C(OFV!%HPL~CGLgU}k3*5I^;q%}0HVQ39UYb08u(i)xC7_`QsH4d$DX^l^7
zLRu5knv~Y$w5FsrHLYoAO-pM!TGP{-f!2()W}-DStyyTzN^3S+v(uV`)||BFqBS?I
zd1%c`Yd%`@(^`Pmg0%ikYav<-(^`bqVzd^gwFIrDXe~`^8CuKIT8`H8v{s<C60MbK
ztwL*6TC34ooz@z()}pmGt#xRvOKUw^8`Ij1)>gE(rL{e+9cb-DYZqF((%PNYp0xI+
zwJ)vxX&p%GU|NUJI+WI7v<|0r1g#@!9YyPCTF1~jmez5!j;D13trKaTMC%k<r_wr&
z*6Fm)pmip#vuK@7>l|9=(mIdU`Lr&ebrG$LX<b6=Qd*bMx`Nh~w63CcHLYuCT}SJB
zS~t+Tk=8A=Zl`q@t$S%bK<i;zkI;IQ)?>6Dr}YG_Cuu!J>uFlg(0Z2EbF`kP^#ZLI
zX}v`2Wm>P$dX?5|v|gw62CX+~y+!M7TJO+$m)3i<-lz2etq*B^MC)T(pV0c0)@QVS
zru83MztH-X)_-aJM(cN4|D*K>tv_k~MQec4>}?GAhk<AfOluHYgVGv|*5I^;pfx0|
zp=b?FYZzL?(i)D|@U%vtH6pE%XpKy36k4Ow8jaTIw8o${Catk(jZJGDTI13hkJk9K
zCZIJTt%+z&OluNalhT@u*5tINpfx3}sc212YZ_Y9(wdIe^t5K6H6yK=Xw6J(7Fx5?
znvK@%w3ef_JgpUItw?JnS}W69h1ROHR-?5#tu<(^Noy@yYtveX*1ELTqqRP*4QOph
zYa?14)7pgArnEMrwK=UVXl+SrD_UFA+J@G)w6>$QJ*^#R?MQ1UT07I)h1RaLcB8dB
ztvzV%Noy}!d(+y7)&aB*q;(LjgJ~T?>rh&U(K>?GQM68^brP+UX`MprR9dIeI-S-T
zw9ce;7Ok^sokQzfTIbO^pVkGmE~Ir4t&3@0LhDjmm(jYM))lm_q;)l|YiV6a>v~!@
z(7KV<&9rW%bsMeQY288VPFi=<x|h~{wC<<%0Ii2;JwoeIT946soYs@Ho}u*|t#@d>
zN9#jcpV0b@)|a%tq4guJpJ@Gu)-SYvqxCzj|Izw`)}OTgqBTGn_A&<i!$7nKrZoty
zL1_&}YY19H(Hff8FtmoHH3F>>X^li{6k4Ow8lBb{w8o@07Ok;qjYDf(TI120fYwB`
zCZ;tBtx0K3Mr#UMQ_-55*0i){pfw|{nP|;IYc^W5)0%_UT(st<H4m+MY0XdTU$hpW
zwIHp3(^`nu!n78lwJ5E{Xe~}_30h0iT8h@vw3eZ@EUo2etw3u<S}W07nbs<_R;9HX
zt<`C*Noy@yYtveX*1ELTqqPC84QXveYhzlQ(At#N=Crn;wH2+cX>CJmTUy)E+JV-N
zw05So3$0yg?M7>NT6@yki`G80_NBESt^H{oK<gk{2h%!))}gcxqjdzWBWWE)>u6fX
z&^ngZakP%7bpovuX`Mvt6k4a!I*r!pw9ce;7Oit=ok!~eS{Kr~gw|!WE~j-Bt*dEW
zL+e^v*U`G3)(y07q;(UmTWH-%>o!`q)4GG!owV+zbq}q3Y28oj0a_2zdWhD;v>u`L
zD6Pk7JwfY9T2Ik>n$|P4o~89Xtruv$Nb4n9FVlL1*4wn+r}Yu7PiTEg>vLLP()x<l
zH?+Q^^#iS+X#I!Que5%n^*gQq(fWhdpS1p>H9%SRKL-56K(q#?H3+RiX$?kea9Tsq
z8j{w~w1%NIEUn>a4Nq$XS|iaKnbs(@Mx`|xt<h<XNoy=xW78U!)_AnWr!@hs329A4
zYhqfH(wdCc<g})sH6^X7XiZIPT3XZ5nx57Sv}UF?8?8BM%|mN`S_{!ynAW1S7N@lY
zt)*x!Lu*-D%hOts*2=V2rL{V(HE69#Yb{!9(^`kty0q4#wLYy4Xl+PqBU&5N+Jx4o
zv^Jx)Ijt>dZAoh@T3gfFhSs*UwxhKJt(|G@Mr%)6`_S5-)`7GRqIEE>LuegJ>o8h}
z(>j9Ik+hDYbu_JGXdO%II9kWkI)T=Sv`(URGObf+ol5I8TBp-GgVvd}&Z2cTt#fFd
zOY1yZ=hM1?)`he#qIEH?>u6n1>jqjk(z=P(&9rWzbt|pgXx&ch4qA88x{KD`wC<sG
zFRj;Ty-w>5T5r;Ni`Lt;-l6p_t@miXPwN9(AJY1W*2lCyq4g=P&uD#4>kC?6()x<l
z*R;N&^)0RMXnjxX2U<VU`ia)hwEjcu7h1p4`Y)~DX#Gy>f3*If^(U>rXbn(~J&ghX
zFc7VQX$?YaP+Ei08l2Vyv?ioA5v_@7O+sr@T9eV5oYoYyrld6$t*L2ELu*=E)6<%X
z*37hKp*1V5*=Ws9YYtj-(wd9b+_dJQH7~9CXw6USU$hpWwIHp3(^`nuBD5BxwLGmA
zXst+VC0Z-fT7}lCv{s|FI;}Nntwn2XTI<kSm)3f;)~B@rtqo~yL~CPOo6y>n)@HOe
zr?myGEop5<YinBD(At*PcC@yqwF9jkY3)R7XIi_^+LhLBw05Vp2dzD6?L}*ETKmx2
zm)8EY4y1Jut%GSDLhDdkhtWEm))BOhq;(XnV`v>m>v&ox&^npcDYQ<dbq1|7X`Myu
zY+C2gI+xaYv@W1^5v_}9T|(<pT9?tfg4WfvuAy};t?OuAPwNI+H`2O^)@`)zpmis$
zyJ+1_>mFM7(z>74gR~x^^)RhRXgx~nF<Ot)dV<zdw4SB)9IfYRy-4e2TCdQ0oz|PQ
z-lp{qt#@g?N9%oBAJF=c)<?8Hru8YU&uD#4>kC?6)B1+i_q2Yb^%Je1Y5j-RFSLH8
z^<P@Q)A}E+KWGhF{`a2NFtmoHH5{$sX^lW@L|P-!8im%Vv__{j2CcDZjZ13+T9eS4
zl-6XlCZ{zOt!ZgZPitmcv(cJ^)||BFqBS?I`Do2gYe8Cz&{~w%610}0wKT0|X)Q-<
z1zIc8T8Y-mv{s?D8m-l7twC!oTI<kSm)82UHm0>1tu1J6No#9b+tS*O)(*6GqO}XH
z-DvGWYcE>+(At;Qezf+dbpWjcX&prCU|NUJI+WI7v<|0r1g#@!9YyPCTF25lj@I$C
zPM~!nt&?b-LhDpor_nl{))}<Uq;)o}b7-AQ>wH=l(7KS;MYJxabqTFYX<bh13R+jv
zx{B7-w639bEv@Tm-9YO`TDQ@<lh%E-?x*!2t%qqnLhCVFPtbaj*3-0}rS&|m7iqmr
z>s4B>(R!WM8?@e}^%kwSX}v@1U0UzadY{$@v_7Qu5v`ADeM0L~TA$JSoYoh#zNGaP
zt*>c)L+e{w-_!bm){nG)qV+SaUugYG>%X*qqxCzjKWP0)>n~aZRN#Fq2K>Xov<9U$
z1g)WI4M%H4TBFb!jn?S2#-KGOt+8m0O=}!l<I)<B*7&q0pfw?_iD*qsYZ6+M(wdCc
z<g})sH6^X7XiZIP8d}rRnvT}=v}T|+BdwWe%}i?+TC>ucjn?e6=AgAOtwm@pN^3D%
zi_=<y){?ZAqO~-wWoRu+YdKoW(^`SninLauwKA<$Xst?XHCn6FT7%Y_wAP}vHm!AN
ztxIb?TI<u=fYyezHlnpLtxafcN^3J(o738Y)|RxkqO~=xZD?&vYdc!o)7pX7j<j~7
zwKJ_<XzfaCH(I;X+Jn}fwDzL4H?4hW?MrJvTKm&FfYyPu4x)81twU%XO6xpY=hM1?
z)`he#qIEH?OK4q6>oQuG)4GDzm9(y+bv3PPXkAO|I$GD$x`Eb>v~HqxGp$=_-Ad~=
zTDQ}>gVvq2?xJ-!t$S$QOY1&b_tScS)`PSjqV+JXM`%4t>oHo7(|Ur|leC_q^)#(#
zXgy2oMOrV>dYRTMv|gq48m-r9y-DkBS|8H-gx06DKBM(HtuJVON$V?GU(@=A*0;32
zqxC(lA87qZ>nB=2)A|psUugYG>%X*qqxCzj|IzxB)&LcG9>9Qq7>L%uv<9Iy7_A{_
z4M}S#T0_$shSqSjMxZq!t&wPrOlwqHqthCL)|j-$qBRb!@o0@tYeHI+(VB_Yth8pQ
zH5aXUY5kklLbMj8wHU3%X)Qr(Nm@(MTAJ1}w3el{9IfSPtw3u<S}W69mDXysR;RTF
ztu<+_MQd$Z>(W|})&{gTq_q*PjcIK{Yg1aA(b}BWmbA8}wGFLpX>CVqds;iv+L_ia
zw05JlC#}6`?M-VRTKm%4pVoo24x)81twU%XO6xFMhtoQe)={*MrgaRhV`&{v>jYXS
z(K?ydskF|ZbtbK|Xq`>#99rknI*-=*v@W1^A+3vOT}<l|T9?wgjMn9}uAp@#t*dBV
zP3sz3*U`G3)(y07q;(Umn`zxj>o!`q)4GG!owV+zbq}rkXx&fi0a_2zdWhB|v>v7P
zIISmWJxS{+T2Iq@mezB$UZC|Nt(R!MOzRa|uhDv))*H0mr1ci9cWAv!>pfcU)B1qc
zhqOMT^)anaXnjWOb6Q`}`jXbyw7#MBEv+AD{Y2|$TEEizjn?n9{-E_It-ojuP>KDF
zf&MTstwCrFN^3A$gVP$4)=;#DrZo($VQCFVYXn*&(i(}@D6~eUH5#qaX^lZ^Oj={n
z8i&@nw8o<~KCKC8O-O4ZT9eS4l-6XlrlvI=t(j@fLTff!bI_WT*4(t_r8OU|f6-cy
z)<U!vp|u#TC1@>4Ybjbw(^`hsvb2_?wLGmAXst+VC0Z-fT7}lCv{s|FI;}Nmtx0Qb
zTI<kSm)3f;)~B@rt&M1HOluQbo6*{w))ut3qO~=xZD?&rYkOKd(AtsKPPBHWwF|A?
zXzfmG4_bTD+KblSwDzI3AFTsu9Zc&mT1V14hSmwRPNsD#t<z|oLF+79XVW^D*7>w9
zq;)Z^OKDwB>k3*|(z=S))wHgmbuF#yXkAb123j}Lx{21!v~HnwE3MmT-A?NcT6faA
zi`Lz=?xA%rt@~&_K<i;zkI{OP)-$x8r}ZMOmuS6A>lIqB(t3^7>$KjW^(L*iXuVDA
z9a`_wdXLuov_7EqA+3*SeN5{UTA$MTjMnG0zM%Cbt*>Z(P3s$4-_rVy*7vl2p!FlI
zpJ@F|>$yR{_pzR*^#ZLIX}v`2Wm>P$dX?5|v|gw62CX+~y+!M7TJO+$m)3i<-lz2e
ztq*B^MC)T(pV0c0)@QUnr}YJ`FKK;6>uXxy(E66vceK8z^#iRRY5hd&XIlTE^$V?`
z2mk*4X&73=(i)D|@U%vtH6pE%XpKy36k4Ow8jaTIw8o${Catk(jZJGDTI13hkJk9K
zCZIJTt%+z&OluNalhT@u*5tINpfx3}sc212YZ_Y9(wdIe^t5K6H6yK=Xw6J(7Fx5?
znvK@%wC12SC#|_?%}r|_TJzGHkJkLOCLa3xJZUmoN6<Qw)={*MrgaRhV`&{n>v&ox
z&^nRUNwiL;bqcLhX`M#vbXsT7I+NB}w9ck=4y|)(ok#0@S{Kl|kk&=CE~a$}txIWL
zM(c7~SJ1kW)>X8wrgaUiYiV6a>v~!@(7KV<O|)*NbqlRqY28Nac3OAPx|7yjwC<*L
z53Ltyy-4dNS})Ujh1RRIUZeFotv6`BN$V|IZ_|2**1NRcqxC+m4`_Wz>mynp)B1$g
zr?ft!^*OCCXnjfRD_URE`i9oGw7#SDJ*^*T{YdL4T0hhJ53OHl{YvY<w0@)YJFWlG
z`h(V=wEm(sz%bsQW57QQL~AfwL(m$E)-be&qcuFO5onD_Yb07D(;9`=sI*3-H9D;^
zX^l;599rYj8jsfav?ioAF|A2xO-gGrT9eb7g4UF@rlK`9t!ZdYOKUn>)6<%P){L}f
zqBS$ES!m5lYc^W5)0%_UoV4bmH8-t!Xw6G&K3enB`WLMQXe~(V-?SE@wJ@zkXe~->
zF<Oh$T7uS+w3ec^G_7T5ElX=TTFcW~f!2z&R-&~styO5PN^3P*tJ7M8)|#}|qO~@y
zb!e?iYXe#v(b|;OX0$e^wFRv$X>CPoYg*gT+LqRKw6>?UGp$`{?MiERT6@silh)p}
z_Mx>et^H^nMC(vmhtWEm))BOhq;(XnqiG#O>sVUH(K><FiL_3lbt<jXXq`dpOj>8r
zI)~P|w9cb-0j*1DT}JD2T36D#iq_S%uAy};t?OuAPwQ4%x6!(T);+ZDqjf*62WUM;
z>v3Ao(0Z2E3$$LO^%AX@X}v=0HCk`bdXv^$wBDxm4z2fSy-({yS|8K;gx06DKBx5s
zt*>Z(L+e{w-_iPk)=#v4ru83MztQ@g)?c&+7|y=NKz|s7)}XWor!^$4VQ39UYeZTj
z(;9`=sI*3>H72dGXpK#4Tw3GPnvm8+v?il91+6J*O-pM!S~Jj^k=CrVW}`I+tvPAU
zOKSmI3(;Db)*`ePrL{P%C1@>0YiU}`&{~ex^0Zc<wIZ#RX{|zQRa&djT7%Y_wAP}v
zHm!ANtxIb?TI<u=fYyezHlnpLtxafcN^3J(o738Y)|RxkqO~=xZD?&vYdc!o)7pX7
zj<j~BwJWVXXzfL7Z(94)I*`^uv<{<nIISaT9YyOnTF28mk=9AHPNQ`et#fFdOY1yZ
z=hM1?)`he#qIC(aOKDwB>k3*|(Yl(}HMFjybv>;cXx&KbW?Hw<x|P;#wC<pFC#}0^
z-A(HrTKCerkJkOP9-#Fgt%qnmOzRO^kJ5UK*5kCEp!E!`cWJ#x>wQ`u(E5<pN3=en
z^(n2-X?;QKD_URE`j*yrw0@xVBdwol{fE}CwEj!$H(I~b`X8-7X#Gj+FIoePVE<vj
zKMX``R9d6a8lBb{w8o@07Ok;qjYDf(TI10gpVoboet$pRPwN3%57K&w*2A<Oq4g-O
z$7nrH>j_#<(t3*4)3lzU^(?LDXgyEs1zIoCdWqJ{v|ge0Dy`ROy-w>5T5r;Ni`Lt;
z-l6p_t@miXPwN9(AJY1W*2lCyq4g=P-)Q|#>wmQVp!FxMzi16Gne&SQ|1c1(foTmw
zYfxH)(HflA5VVG*H59F(X$?bbSX#r;8lKh&v__;g60MPGjY4ZwTBFe#oz@t%#-ueC
zt+8p1Lu*`G<Ix(Q)&#UBq%{$(iD^wjYf@U1(VCpr6tt$KH5IL?X-z|GT3XZ5nwQpm
zv=*eb5UoXMEk<hzT1(Peiq_J!mZ7yQt>tJfPiqBQE7Dqt*2=V2p|vWl)o86wYYkd!
z(prnwhO{=JwK=V=Xl+kxM_Rkm+MU+kwDzU7AFcgq9YE_qS_jcOnARb*4yAP%t;1;@
zLF-6bN7Fin*0HpXqjfy36KS19>ttG|(>jCJS+vfkbq=j_X`N5&0$LZ+x`@`rv@WG}
z8Li7{T}kUITG!CJme%#OZlHA|t($1wLhDvqx6`_V)}6HOqIEZ|duiQA>j7F1(t3#2
zBeWi+^*F63Xgx{mDOyj{dWP0>w4SH+BCVHby+Z3%TCdT1oz@$)-lX*wt+#2tL+f2y
z@6-B#)`zq{ru7M}PicKd>kC?6()x<lH?+Q`^&PG6Y5hR!M_NDA`Y)~DX#Gy>f3*Ih
zHNX`1GY0&_z_bRXH5jeIX$?VZNLoYD8k*KHw1%ZM9IfGLjYMl?TBFb!oz@t%#-ueC
zt#N3LPiq2N6VsZ6)?~D%pfx3}sc212YdTuf)0%<SOtfaEH4Cj-Y0XA!c3N}Lnv>RC
zwC1KYFRl4#%}?uJv=*SX5Uqu2EkbKiT8q(IoYoSwmZY^5t)*!#OKUk=%hOtc*2=V2
zp|vWl)o86wYYkd!(prnw+O*cCwH~eYX>CAjLs}cr+L+cRv^J%+8LiD}Z9!{GT3gZD
zn%1_owxhK@tsQCYL~CbSyU^N=*6y_SptUEhy=m=3YhPOX(b}KZ0kjUJbr7wCX&plA
zP+Eu4I-J%Kw2q{86s@Ca9YgC_TF22kp4JJpPNa1bt&?e;LhCeIXV5yE*15FKqjeFj
zOK4q6>q=Tz(Yl7#wX|-ebrY>yXx&QdPFnZUx}Vkqv>v4O5UodOJxc3wT2Ih=lGf9-
zo}u+Dt><XHK<h<XFVT9L)~mE$qxCwiH)y>{>n&Pu(|U*2yR_b;^**f+XnjcQBU&HR
z`h?b}v_7NtIjt{feM##pT3^%phSqnqexUUet)FTAm)7sJ{-ia)RQ5dv{=*=&2BS43
zt)XZQPitgaqtF_a)@Zawr!@wxv1pA=Yg}66(VBqPgtR86H3_ZBXiZLQN?KFVnugZ2
zw5FpqJ*^pN%}8q|S~Js{h1RUJW}~$@ttDtJNoy%uOVe70*0QvgqqRJ(6=<zUYb9DM
z(^`ers<c+4wK}aeXst<WEm~{ST8GxUwAQ1wKCKOCZAfb)T6@yki`L$>_Mx>et^H{2
zPwN0$2huu-*1@z6p>-&&!)P5&>j+v$(mIOP(X@`Cbu6vpXdO@M1X?H3I*HcFv`(RQ
zDy`FKolffvT4&Nai`Ln+&Y^WKt@CJ|PwN6&7t*?j*2T0gp>-*(%V=Fr>k3*|(z=S)
z)wHgmbuFz2Xgx^lAzBa9dW6=av>v1NIISmWJxS{+T2Iq@hSsyRo}=|Vtruv$Nb4n9
zFVlL3)~mE$qxCwiH)y>{>n&Pu(|U*2yR_b;^**f+XnjcQBU&HR`h?b}v_7NtIjt{f
zeM##pT3^%phSs;VzN7U$tsiLpht{vOexvn2T7S~|i`D?s*smDy4+GH}nARY)2BkF^
zt-)yxNo#0Y!_XR*)^N0jr!^w2k!g)WYgAgJ(HfoBn6$>CH8!nrXpKv2JX+(^nt;}X
zv?ii8F|A2xO-gGrT9eb7g4UF@rlK`9t!ZdYOKUn>)6<%P){L}fqBS$ES!m5lYc^W5
z)0%_UoV4bmH8-t!Xw6G&K3enB`WLMQXe~(V-?SE@wJ@zkXe~->F<Oh$T7uS+w3ec^
zG_7T5ElX=TTFcW~f!4~jR-?5#tu<(^MQd$Z>(E+{*7~$Iq_qjHO=)dLYjav#(AtvL
zR<yRJwGFLpX>Cty2U<JQ+J)Axw05Vp2dzD6?M-VRTKm%4pVq;&4yAP%t;1;@LF-6b
zN6|W()-kk>rF9~$lWCnw>oi)Y(>jCJS+vfkbq=lbX<b0;5?Ytix}4V4w63Lf9j)tW
z-AwCtT6fU8ht|Ec?x*z-t%qqnLhDglkI{OZ)|0fJqV)`|XK6i0>v>u)(0Ym1%d}pl
z^*XILXuV16ZCdZq`heDlv_7Ks39Zj)eNO8OT3^%phSm?Xex&s?tzT&UO6xaTf6)4i
z)_~K0?`sWAYY<w4(i)uBkhF%PH8ibZX$?<nBwC};8kN?Vw8o}24y_4jO-O5ET9eS4
zg4UF@rlvIwtr=*|LTff!v(uV`)||BFrZo?(`Do2g>tD1Mr1fuF3(;Db)}pi)qqR7#
zC1@>0YiU}`&{~$(a<rDGwF0dbX{|(SWm>DyT9wvnv{t9J2CX$|twn2XTI<kSm)3f;
z)~B@rtqo~yOlwnGo738Y);6@ZqqRM)ooVe#Yd2bZ(b}8VzO?qEbr7wCX&pxEC|bwS
zI-b@Ev`(aT60MVIol5I8T4&HYlh)a^&Y^W4t@CMJK<h$U7t^|g)}^#Aqjd$XD`{Ot
z>uOrp(z=e;^|WrFbtA2tXx&Wf7FxH`x{cQDwC<pFC#}0^-A(HrTF=vZf!2$(UZV9f
ztygHhO6zr6Z_s*+*4wn+rS%@I4`_Wz>tkA<(E5zl=d`|{^(C#ZXnjrV8(QDe`i|E3
zw0@xVBdwok4L0NVUen;ThM+Yht)XZQO=}oh!_pd#*6_4Opfw_`k!X!fYZO|e(i)A{
z=(NV5H72dGXpK#499rYj8jsfav?ic6A+3pMO-ySNT9eY6jMn6|rl2(?t*K~DO=}uj
z)6$xb*7USypfw|{nP|;SYZh9w(wdFd?6j7owG^$TX)Qx*Sz61{TAtPlv{t0G60MbK
ztwL*6TC34ooz@z()}*x-t+i>bLu*}H>(N@D)&{gTq_q*PjcIK{Yg1aA(b}BW7PPjc
zwH2+cX>CJmTUy)E+Md=9w05Mm6Rn+T?Luo;TD#HOoz@<-_N28Jt-WdOLu+4J$Iv>K
z)^W6sr*$%|Q)!(}>r7f_(>jONxwOusbv~^NXkAF_B3c*Ix`fuHv@WA{Ijt*bT}kUI
zT36G$hSs&TuA_A;tvhJlP3r+#57Byz))Tazq4gZC7ihgm>m^z*(|U#0tF&ID^*XIL
zXuV16En08WdY9IFwBD!n0j&>deN5{UTA$PUg4S2GzNYmJt#4_4PwNL-KhpY%*3Yzl
zq4g`R|I+%M)*rO~q&2`y{ttiw|1c1(foTm&YcN_v&>E7~P_%}oH4LrcXbn$mL|P-!
z8kyE8v__>h8m-Z3jY(@PTI0|fm)7{SCZIJDt%+$(N^3G&lhc}l)>O2nrZp|C>1fSB
zYerf#(VCgoEVO2$H9M_2Xw5}yZd&uunwQpmwC1O^0Ih{+Elg_>T8q+Jg4U9>mZG%`
ztz~H~M{5OIE74kw*6Os@ptUxwb!e?iYdu=))7pU6hO{=KwK1(tXl+VsGg_O|+Je@W
zw6>zPHLdMv?MQ1UTD#ENmDcXG_N28Jt$k?iOKU$``_npr)`7GRqID>(!)P5&>quHh
z(K?#eF|>}QbsVkZX`MjpBw8oaI)&D$v`(XSCatq*olWZ;TIbR_kJkCLE}(TGt&3<~
zOzRR_m(jYM))lm_q;(CgYiV6a>v~!@(7KV<O|)*NbqlRqY28Nac3OAPx|7yjwC<*L
z53PG?-AC&IS`X5Ch}I*t9;Njdt;cCSN$V+EPt$sa)^oI;r}YA@7iqmj>t$N6(0Y~D
zYqVac^#-jsX}v}3ZCdZpdY9IFwBD!n0j&>deMIYHTA$GRl-B38zNGavt#4@kK<g)3
zKhydzt>0<=kJbRQcs{^@e;An7Ahd>{H6*QJXpKN?6k4Ow8jaTIw8o@07Oin;jZ14h
zTI182kk&-BCZ;tBt;uLjPHPHUQ_`B6)-<%Hr8OO`>1oYCYerf#(VCgoEVO2&H5;wj
zY0W`vPFi!(nw!=<wC1HXAFcUm{fpLuv=*YZ2(86vElF!>TFcQ|p4N)AR-v^jt<`C*
zMQa0E8`0XB)+V$zrL`HY&1r2xYb#n?)7qBScC>b&wIi*aY3)L5H(I;X+LP8^wDzX8
z53PM^?MG{WS_jZNkk&!84yJVotwU*@PU{R>XVN;0*4ebqp>-~;^Jtw<>jGLA(z=M&
z#k4M=bt$dOXkAY03R+jvx{B7-w639bEv@TlT~F%<S~t?ViPn>}o}%?Mt!HRGOY1pW
z&(nH=){C@WqV+PZS7^OT>or=h(|Uu}o3!4d^){_{XuV78JzDS6`heDlv_7KsF|AK%
zeM;*yTA$PUg4UO`zM}Ott#4?3OY1vY-_!bm){nG)qV+Sa|Iqq{)~~ewOY1jUztj33
ztv_h}N$W3KBhUW5XEh3~QE81vYjj#;&>EB0ShU8bH4d$DX^lr~d|DIGnvm8+v?iuC
z39U(KO-5^ST2s)PlGaqTrlvIwt!ZgZM{9aoGtiom)=ac!p*1V5*=Ws9YYtj-(wd9b
z+_dJQH7~9CXw6USU$hpWwIHp3(^`nu!n78rwIr>jX)Q}@d0H#bT9MXDv{t6I3awRX
ztww7NT5Hi-o7OtC)}^%`tqo{xL~CPOo6y>n)@HP}ptTjPt!ZsTYg<~|(b}HY4zzZp
zwG*wKY3)L5S6aK#+MU)OwDzR67p=W%?L%u{TKm!3pVk4i4y1Jut%GSDLhDdkhtWEm
z))BOhq;(XnqiG#O>sVUH(K?>i3A9e6brP+UX`MprR9dIeI-S-Tw9ce;7Ok^sokQzf
zTIbO^pVkGmE~a$}txIWLPU{L<SJJwg)-|-Qr*$K(n`qrk>lRwK(z=b-?X>QobtkR6
zXx&5Wep(OEdWhD;v>u`L7_G-?JwfX!TF=pXf!2$(UZV9ftygHhO6xURuhV*i)?2jR
zru81J4`_Wv>tkA<(E5zl=d`|{^);<;XnjZPds;uz`ia)hwEjcu7h1p4`Y)~DX$>^z
z_ukiFw1%KHB(0%n4M%HuS|idLnbs(@Mx!+*t+8m0O=}!l<I)<R)&#UBqBSwCNoY+<
zYcg6>(3+Cg)U>9hH65+#Y0XG$7Fx5>nw{1hwC15TFRl4#EkJ8QS_{!ynAW1S7N@lY
zt)*x!M{9XnE7Dq-)+)4CrL{V(HEFFyYaLqa(ORF@#<Vu2wHd9gXl+AlTUtBP+KJXK
zw05PnC#}6`?Mv%GT8Gj)jMm|_j-YiEt)pojOY1mV$J082)=9KZrgaLfQ)!(}>kL|F
z(mIRQIke8DbsnwrX<b0;LRuHmx|r4_v@WG}8Li7{T|w(gT36A!n$|V6uBCMyt?Oys
zK<h?YH`BV6*6p<Jq;(gq`)EBt>p@zN(t3>66SSVB^(?LDXuUw|MOv@YdXv_>wBD!n
z0j&>deMIYHTA$GRl-B38zM%CLt*>c)OY1vY-_!b$)=#v4ru83MztZ|It>0+<PU{a^
zf71Gk)&O()zX1mP!$7nKrZotyL1_&}Yj9da&>E7~P_%}oH4Lp`X$?nfcv=(EnuylK
zv?if7DXqz9O-^e{T2s-QhSs#Srl&Ont(j=eOlwwJv(cJ^)||BFqBS?Id1%c`Yd%`@
z)A|>!1!yfu>)*5%qO}UGRcWn8Yjs*{&{~t$TC~=twGORyX`Q#}_xaQLv@W1^A+3vO
zT}<l|T9?wgjMn9}uAp@#t*dBVP3sz3*V1~7*5kCEp!FoJr)WJ*>ls?l(t3{8^R!-|
z^&+j8XuVA96<V*-dX3iWwBDfgCat$<y-n*KTJO?&kJkINKA`m>t&eDZOzRU`pVIn_
z*5|aop!FrKuV{Tu>l<3%()y0p_q2YX^&_pHX#Gs<KeT?KHNxiK=U*ez8j04(v__#d
zDy`9IjZSL}T4T~0i`Lk*#-TMXt?_70NNXZm6VsZ6)}*v1qcu6LDQHbeYbsh()0&3X
zw6vz9H9f5vXw67#CR#Jonw8e<wC1I?0IdaS{hQW8v=*kd2(3kFEk<hzT1(Peiq_J!
zmZ7yQt>tJfPiqBQE7Dqt*2=V2p|vWl)o86wYYkd!(prnw+O*c8wJxpoXsu6c16mu>
z+KAT1v^Jr&DXq<DZBA<oT3gcEiq_V&wxP8xt?g)SPiqHSJJQ;j)^4<Rr?n@oy=m=3
zYhPOX(K>+EfwT^ybug_%XdO!HFj_~@I*QiOw2q;5JgpOGok;6sTBp!DmDXvrPN#JS
ztutwzMe96T=hM1?)`he#qIEH?OKDwB>k3*|(z=S))wHgmbuF#yXx%{TW?Hw<x|P;#
zwC<pFC#`#E-An5}TKCg>kk-Sr9-;Lpt;c9RPU{I;Ptkgs)-$x8rS&|mmuS6A>or=h
z(|Uu}TeRM$^$x9fX}w45eOe#T`iR!Yv_7Hr4Xqz({Y2|$TEEizjn?n9{-E_ItpT?1
zz6t~WVIW!q(;Af4V6=vyH6*Q}X$?nfBwC}>8iUrDw8o+}F0JutO+afRT9eV5lGfC;
zrlB=Gtr=*|Olx*pbI_Wb*1WXlqxCOZ3(#7S*1u^jL~CJMi_%)0))KUqq_s4yWoa!(
zYXw@X(prty8no7;wKlDFX{}Fd16mu=+Jx3-w6>tN6|HS(ZA)uATHDjwf!2<+cA~X2
ztzBsCN^3V-yVKf()}FNXqO~`zeQ51VYkyh?&^nOTL9`C0bqKA)XdO=L2wF$cI-1ro
zw2q^7JgpOGokZ(oTBp!DmDXvrPN#JSt+QyIP3s(5=h8Zl*7>w9pmh<gD`;Iq>v~!@
z(z=P(EwpZ<bvvy)Y28ihURw9ldXUz`v>v7P7_G-?JwfY9T2Ik>n$|P4o~891t><aI
zK<h<XFVT9L)+@ALrS%%E*J-^$>rGm3(R!QKJG9=V^&YMFX?;lRBU&HR`h?b}v_7Zx
z1+6b>eMReQTHn(8j@I|IexUUetzT&UM(Yn+18ikaV&FdvN^3A$gVP#<){wM@qBS(F
zVQ39YYdBiN(;9)+h_ptcH8QPHXpKs1G+Lw68iUrDw8o+}Hmz}JjZ14hTI182fYyYx
zCZaVltx0H2N^3G&lhc}o)~vK<qcuCNIcUvEYc5)I)0&6YytL+{H9xI?(OQ7kg0%ik
zYav<-(^{0)Vzd^gwFIptX)Q%-X<EzBT9(#ww3er}0<9Hktwd{OTC31nmDXysR;RTF
ztu<+_MQd$Z>(E-4)_Szor?mmC4QXveYhzlQ(At#NX0$e^wFRv$X>CPoYg*gT+LqRK
zw6>?U1Faot?L=#5TD#ENmDX{zj;D13trKaTMC)W)r_ef;)@ig(r*#IcGijYg>ug%*
z&^njad9==_bpfplX<bC?Vp^Bbx|G&sv@WN01+6P-T}A6^TG!CJmezH&uBUYats80G
zME}1o?IBvvD*&T#8r!yQwy}-I#*J;K4I7&`wr$(CZQE#)4!ZXwqi5~;zy9@}^Bvtl
z>qc5P(Yl$|EwpZ>bsMeQY288VPFi=-x{ucVv>u@KAgzaJJxuEnT949tjMfvhUZC|N
zt(R!MOzRa|uhM#r*6Xz1p!FuLw`jdh>m6F}(t3~9`?Nlw^&zc~XnjoU6I!3q`hwP%
zw7#PCHLY)GeMjpDT0heIiPq1wexdant>0<=LF-RigKXx!fkA&UIISUQ4M}S#TEoy9
zj@IzBMxZq!t<h+WL2DvflhB%+)>O2nr!^C;*=fx|>+iJwL2GVW^U#`?)_k<)r?mjB
z1!*lrYhhZ8&{~w%;<T2ewG^$TX)Qx*Sz61{T7lL-X{|_WWm>DyT9wvnv{t9J2CX$|
ztwn2HTI<nTpVkJn2GH7w)+V$zrL`HY&1r2#YinBD(At*PcC>b&wIi*aXzfgE7h1d0
z+KtxkwDzF27p;HO+MCuswDzU7AFTsu{fE{;v<{|qD6J!C9ZBmbT1V45hSssPj-z!v
ztrKXSNb4k818JR1>l9k2(mIXS>9o$Ebr!9&X`MssJX+_|x`5V&v@W7`F|A8zT}taR
zT9?zhg4UI^uBLSjt?OuAPwNI+H`2O^)-AMdrFA>4J80cW>n>V%)4G?|eYEbU^#H90
zX+2Eq5n7MZdW_cNw4S8(6s@OeJwxkRTF=pXp4JPrUZnLhtygHhO6xURZ_s*^*4wn+
zrS%@I4{3c&>l0d^)B2LuSG2yS^$o4>XnjxX2U<VU`ia)hw0@=a8?FD+`h(V=v<BJ2
zp2ncR7>w57w1%WL6s@6Y4MS^KTEo#Ap4N!8Mxr$`tx;%=N^3M)qthCb*7&q0rZpL@
zDQHbeYie54(wdIe476sVH4ClTXw5-uE?WPfH8-t!Xw6G&K3enBT7cGqv=*YZFs(&s
zElO)KT8q<Kg4U9>mZG&Ztz~E}OKW*rE71BUtrcmlL~CVQtI}GH*6Os@q_q~UwP~$O
zYdu=)(;7f)Ls}cr+L+cRv^J%+8Lcg7ZAoh@T3gfFhSs*Uwx_idtzBvDLF-?%_N8?I
ztpjNtMC%Y*htWEm){(T1rgbc><7u5p>m*tOX`M{#6k4a!I*r!pw9cS)Catq*olWZ;
zTIbR_kJkCLE}(TGt&3<~OzRR_m(se7*5$OWpmi0kYiZp;>t<TF(Ylk?-L&qZbuX>^
zXx&fi0a_2zdWhD;v>u`LD6Pk6Jx=QhT2In?iq_M#o}u+Dt><XHK<h<XFVT9L)+@AL
zrS%%E*J-^$>rGm3(R!QKJG9=V^&YMFX?;!W8(QDe`i|E3w0@xVBdwok{Y>i@TEEiz
zjn;o@{Z8u-T7S|Sd+Y!ES>w<em)3Z+#-}v_tqEyOL~CMNlhB%!)?~CMr!@twDQQhb
zYie54(3+OkbhM_YH3O{~Y0X4yW?Hk*nw8dUv}UI@2dz12%|+|)wEjVBZd&uunwQpm
zwC1O^0IdaSEktW!T8q$Hl-6Rj7N@lYtqo`mptT{bjc9F5YZF?V(%OvH=Crn;wI!{s
zXl+ev8(Q1b+JV-Nw05GkGp$`{?MiDmTD#NQgVvt3_M-JKTK}fCH?4hW?MrJvTKm)b
z53M6<9YyPCTF1~jmez5!j;D13t&?aCq;)c_Q)rz^>oi)Y(>jCJnY7NLbvCVYXq`*z
zJX+_|x`5V&v@W7`F|A8zT}taRT9?zhg4UI^uA+4{t!rpqOY1sX*VDRz){V4oqIEN^
zTWH-%>o!`q)4GG!U9|3@buX>^Xx&fiL0S*ddYINDv>v7P7_G-?JxS|nTF=mWmevcj
zUZnLBtygHhO6xURuhV*i)|<56qV+bd_i24V>qA-}(fXLyC$v7L^*ODtXnjrV8(QDe
z`i|BQw0@%XGp%1}{YvXMTEEl!gVvw42HD1aGY0*|;IxLIH6*Q}XbnwkSXv{{8j;pW
zv__^iDy`9JjX`TnT4T`~o7OnA#-lYptqEvNNNZwRlhB%+)|9lSrZo+%X=zPIYkFEU
z(3+9fOtfaEH4ClTY0W`vPFnNPTA0=%v=*hc1g#}$Ek$ctTFcQ|k=DwzR-v^jt<`C*
zL2E5qYtven)&N?Y(Au2VmbA8_wKc76Xl+kx2U<JP+KtwpwEjiw-?a9nwI8kj&^m<H
zp|p;mbrh{*XdO%II9kWkI)T=Sv<A{Th1RLGPNQ`Ot+QyIN9#gb7t^|g)@8J=pmim!
zt7%<J>v~!@(z=<}t+Z~ZbqB3GY28KZZd&)yx|h~{wC<<%0IdgUJw)qaT943rl-6Uk
z9;fvLttV+cMe7+_&(eC1*7LMpp!FiHmubC1>s4B>(|Uu}o3!4h^$x9fX}wSD16m)_
z`iR!Yv_7HrDXq_GeL?F>T3^xnn$|b8ex&sat>0-4vYow#L4PqAts!U)MQdnU!_pd_
z)`+x5rZp<9(P@oIYb;u0(;A1?xU|NjH9oBgXiZ3KB3cvEnuOM*v?il9Ijt#ZO-XAi
zT2s@ShSs#SrlU1Itr=*|NNXlqGt-)d)@-z9r!@zyIcd#B>mRh{rZo?(d1=i@YXMpd
z(pretBD5B#wG^#oX{|tOC0eV{T9wvnv{t9J2CX$|twn2XTI<kSm)3f;)~B@rtpT()
zq_q*PjcIK{Yg1aA(b|I6mbA8_wKc76Xl+YtJ6hY*+JV-Nw05GkGp$`{?MiDmTD#La
zkk&!84yJVotwU)YM(c1|N6<Qw)={*MrgaRhV`&{n>v&ox&^nRUNwfyiI+@lfv`(dU
z8m-f5ok8nNT4&KZo7OqB&ZTu8t@CMJK<h$U7ty+y)+MwqrF9vt%V}Lf>q=Tz(Yl(}
zHMFj!bseqiY285UMp`$~x|!B3v~Hz!8?D=E-9hV4T6fX9o7O$F?xl4ft@~*`K<hzT
zZ_#?2);qM`rS%@I_i24V>qA-}(fXLyC$v7L^%<?tX?;QKOIlyi`kK}^w7#YF9j)(a
z{XpwST0hbHnbt3~ex>yrt^d;coz@?;{-ia?4$cSo+b;&CH5jeIX$?VZNLoYD8k*KH
zw1%ZM9IfGLjX-NeTBFh$jn?S2#-KGOt+8m0O>10Q<I|dq*5tINpfx3}sc212YZ_Y9
z(wdIe^t5K6H6yK=Xw6J(7Fx5?nvK@%wC12S7p=e3`UkDKY0X1xK3WUVT9DR4v=*kd
z2(86vEkSEZT1(Mdn%1(kmZ!A>t$)&5k=DwzR;9HXt<`C*L2F%F>(knb);6@Zr?nHU
zU1;r2YcE>+(%O&K0kjUJbr7wCX&p-Ia9T&uI+E5=w2r2A46Wm69Z%~7S_5gFOzRX{
zr_wr&*6Fm)pmip#b7-AQ>pWWL)4G7xg|sfBbqTG@XkAY03R+jvx`x)Zw63Fd1Fair
z-AwBiTDQ`=jn?h7?x1xit-EO5L+d_T_tScS)`PSjqV))^M`=Ay>j_#<(R!BFbF`kP
z^#ZLIX}v`2Wm>P$dX?5|v|gw62CX+~y+!M7TJO+$kJkINKA`m>t&eDZOzRU`pVIn_
z*5|aop!FrKuV{Tu>l<3%()y0p_q2Yb^%Je1Y5hX$S6aW(`Y)|NX#Gj+Z#)0r(;Af4
zV6+COH3Y4pXbnwkSX#r;8lKh&v__;gGObZ)jY?}YTBFk%lh#<Y#-=q6t#N6MM{9gq
z6VRHF)<m=>rZowz$!JYZYYJLZ(wd6a)U>9hH65)PXw5`xW?Hk-nvK?+wEj-(AGGGB
zH6N|{X)Qo&L0SvZT7=f3v=*baIISgUElF!>TFcN{me%sLR-pAyS}W07nbs<_R-?5#
ztu<(^Noy@yYtveX)_Szor?mmC0kk%xwGpk&X>CPoJ6b!^+L_iaw05Jl2dzD6{fpM#
zwDzU7Kdt}JI*8UGv<{_p7_Gx;9YO0zT1U}3n$|J2j-_=Rt>bB(K<h+WC(#;6>ttG|
z&^ndYX|ztKbtbK|Xq`>#99rknI*--`v@WD|5v@yTT}taRT9?zhg4UI^uA+4ft!rsr
zN9%f8H_*C~)=ji-p>->*+i2ZR>ke9X(Ylw`1GFBd^%$+EXgy2od0H>fdWqI6v|gq4
zI;}Tpy-n*~TJO{PfYyh!KBDz8txsruO6xOPpVRt+)>pK?ru7Z2Z)tr;>w8*1(E5?q
zPqcof^$V?EY5hj)zqEd*^#`p#X$`vT|9!3@XbnwkI9emp8im%Vv__*fI;}BijY(@P
zT4U21ht{~X#-lYptqEvNNNXZm6VsZ6)}*v1qcu6LDQHbeYbsh()0&3Xw6vz9H9f5v
zXw67#CR#JonuXS^v}U6<JFWGP{{MT_2DApy+K|>pv^J)-39U_OZANQzT3gWClGawV
zwx+cWt!-&-M{9dpJJ8yR)-JUEO>1vj`_S5#)_%11r}ZCN2huu-*1@z6p>-Io!)YBs
z>quHh(K?#eF|>}QbsVkZX`MjpL|P}&8c6G8TBp!DmDXvrPN#JStutwzMeA%@=g>Nr
z)_Jtfr*#3X3u#?M>tb4$(7Ke?Wwb7*bp@@fXkA0=T3Xl9x}MgJv~HqxGp$=_-Ad~=
zTDQ}>lh)m|?xA%rtp{j5Nb4b5kJ5UK*5kCEp!FoJr)WJ*>ls?l(RzW_i?m*%^)jtj
zXuU@3O<Hf!dYjfewBDul0j-Z{eN5{UTA$MTjMf*lzNGaPt*>c)OY3`DKhXM-)=#v4
zru7T0UupeD>vvj%9OJzO2K~k0w1%KHB(0%n4MS^KS|iXJiPk8zMx`|xt<h<XL2FD}
zW6>I$);P4rr8NPq329A4Yf@U1(VCprG_+=*H8ZVQXw6D%Hd=Ggnv>Q%wC1HXAFcUm
zEl6u2S_{)!l-6RjmY}r^tz~H~M{9XnE7Dq-)@roYptTOI^=S>DwIQvIXl+buGg_O|
z+LG3`w05Ai6Rn+T?M7>NT6@vjo7TRx_M^2wtpjNNht`3#4yJV|t;1;@LF*`5$I&{G
z)<9Y((>j&b>9o$Ebr!92Xq`vv0$LZ*x`ftcv@WN01+6P-T}A6^TG!CJmezH&uBUYa
zts80GMC)c+x6rzk)@`(Ir*#LdJ89iT>mFM7(z=h<{j?sS^&qW>X+1*gQCg4FdV<!I
zw4S2%G_7Z7Jxl9(S})Lgk=9GJUZ(X5tygKiPU{U?Z_;{;*4wncqV+AU?`i!+>la$T
z(fXa%pS1pVobT@#>=#4O8j991w1%TK0<Do~jY4ZQT4T~0i`Lk*#-%krtqEvNL~9aS
zlhT@k)>O2nrZpX{8EDN&YZh9I(^`VoQnZ$)wJfdWXf01`1zP{4wIZ#RXst|Z6<Vv(
zT8-A~wAP@tCatw-txankTI<qUkJkFMHlQ_t)`qk;qO~!tO=xXOYcpD#(;DO_=OO&<
z7lYCojMm_^hM+Yht)XZQO=}oh!_pd#*6_4Opfw_`k!X!fYZO|e(i)A{=(NV5H72dG
zXpK#499rYj8jsfav?ic6A+3pMO-ySNT9eY6jMn6|rl2(?t*L0uLu+1I^U<20)&jH^
zq_q&Og=sB9Yf)N@(OR6=610}2wG^$TX)Qx*Sz61{TAtPlwEjtJMOrJ-TA9`=v{t3H
z8m-l7twC!|T5Hi-o7OtC)}^%`t@UYbKx+W44QXveYhzlQ(At#NX0$e^wFRv$X>CPo
zYg*gT+LqRKwDzI3FRg=U9YX6cT1U`2iq_Gzj-hodt>b7NPwNC)C(=5J)<9Y((>jIL
zskBa`bvmsxXq`#xELvyNx{%f-v@WN04Xx{F-9+maT6fU8i`Kog?xS@-tp{j5Nb4b5
z57T;t)}yo@qxCqgCuluQ>ls?l(R!ZN3$$LO^%AXDXuV47HCnIJdV|(mwBDxm4z2fS
zeL(9&S|8K;gx06DKBM&otuJYPMeA!?-_ZJw*7vl2r1cZ6UugYG>o;2erS&_lKWP0)
zYmgwnF^K;+D6PS04MA&2T0_$shSqSjhNm?Gtr2OBOluTcqtP0j)|j-$qBS<HacGT4
zYkXQ0(3*(W#Iz=%H7TvhXiZLQN?Oy<nwHjdw5F#u6RnwP%|dHdTC>rbgVvn1=A!iv
zT65Eyht_<w7NWH<twm@pPHPETOVV13*3z_=p|vcn<!CKWYXw^Wq_rZgm1wO@YZY3n
z(OR9>8no7=wHB>)Xsu6c0IiK_Z9;1^TAS0_lGfI=wxP8xt?g)SPiqHSJJH&i)-JSm
zrL`NaJ!$Pl>tD3?rnL{PeQE7SYkyh?(E1Op18E&h>kwLp(mIUR5wwn^brh|mX&poB
zSX#%?I-b@Ev`(aT60L!>PN8)wt<z|oPU|dMXVW@|*15FKqjf&53us+P>mphg)4GJ#
zrL-=ibvdmoXkAI`Dq2_5x`x(uw63Rh1Fair-AwBiTDQ`=jn*Bs?xb}Wt-ER6OY1&b
z_tScS)`PSjqV+JXM`%4t>oHo7(|Ur|leC_q^)#(#Xgy2oIa<%tdV$u9v|gh13a!^@
zy+P|OT5r>OpVo)8KBDy*t<PzFN$V?G-_iP>){nG)qV*fCKWPp2+y6UWL(m$M)=;#D
zrZo($;b;v{YXn*&(Hfc7D6~eUH9D;^XpKp0EL!8x8kg31w8p130j&vXO+;&AT9eS4
zl-6XlCZ{z8ttn|uMQdtW)6klh)^xO{r!@nu8EMT#Yi3%r(3+Lj?6l^j^><ox)0&Ug
z0<;#UwFs@nXe~)=DO$_WTAtR*v{s?DDy`LMtxjtVT5Hl;o7OtC)}ysPtpT()q_r`v
zO=xXKYjav#(%OpF*0i>vwJojfXl+kx2U<JQ+KJZAw05DjE3HFl9ZKskT8Gm*g4U6=
zj-qumtz&2%OY1mV$J082)`_%EqBW4#$+S+Pbt<jXXq`^$3|eQ>I*ZoXw9cV*F0Bh`
z-A3znT6fU8lh$3d?xuAQt$S(RN9%rC572s$)<d)&ru7J|M`=Aq>v397(0Y>AQ?#C@
z^$e|NX+1~ld0H>fdXd&kv|gt53awXZy+-SGT5r&Llh#|b-lp{qt#@g?N9%oBAJF=c
z)<?8Hru7M}PicKd>vLLP(E5_rSF{ET%HG7_zZinnkhF%PH8ibZXbnqiI9kKg8iCe`
zv__&eGObZ)jY?}YTBFk%gVva|#-cSgt#N3LOKUt@<I|de)`YYsqBSwCNoY+<YjRps
z(3+CgRJ5k1H4Uw4X-!9KdRjBknvvE_v}UF?3$0mc%|>f>T65Eym)88W7NoT>twm@p
zN^3D%i_=<y)>5>VrnL;MWoa!(YXw>>(prhu%CuIYwJNREX{||XEm~{ST8GxUwAQ1w
zKCKOC4WP9lt&M1HOluQbo6_2h*5<UfptU8ft!QmcYa3eI(%O#J_Oy1OwIi*aXzfgE
z7h1d0+KtxkwDzF2C#}6`{fpMWY3)sGA6om;+K<-$v<{&4A6f^}I*8W6v<{(lD6PY2
z9Zu^AT1V14iq_Gzj-hodt>b7NPwOOF18JR1>r`5&(K?;hnY7NLbuO**X<b0;LRuHm
zx|r4_v@WG}8Li7{T|w(gTG!ILj@AvdZlrY+ty^f_O6xXSx6`_t*1fduqjf*62WUM=
z>mgbX(|Ux~qqH8U^#rY_X+2Bpd0H>fdXd)4v|ge0Dy`RPy+!M7TJO?&kJbmYKBV;#
zt&eGaLhDmnpV9h))_1gip!FlIUugYG>knFk1mk@Q2K~j5w1%QJ9IfGLjX-NeS|iaK
znbxSZMx!+bt+8m0O=}!l<Ix(Q)`YYsrZowzNoh?^Yf4&E(VCjp^t5K6H6yKAXw6D%
zc3N}Lnv2%lwC15TFRcY=EktWkT8q(Ig4R;BmZr4~t>tK~Kx;)>E74kw)*7_dq_r-s
z^=NHCYXGfHXl+Vsb6Q)_+J@E+w05Dj8?D`G?Lli#T6@v@H?6&C?L%unTKm&FfYyI#
z9YpJ3T8Gd&l-A+2j-YiUt)pliP3st1$I?2E*73AXpmidxlV}a3buz6}Xq`&yG+L+A
zI)m1kw9cY+Hm!4LolEOHTIbWckk-YtE~Rxjtt)6<L+d(P*VDS0)-AMdqjfv2yJ_7+
z>poid(|VZJ<FuZl^)#(#Xgy2oIa<%tdV$tUv|gt5Dy`ROy+P|uT5r*Mht|8a-lO$C
ztq*B^MC)T(pV0b@*5|aop!FrKuV{Tu>l<3%()y0p_q2YX^&_pHX#Gs<7h1p4`i<6q
zX^j~C|GlV@XpKy36k4Ow8jaTIw8o@07Oin;jZ15MS`*Nkh}OikCZ#nQttn_tNoy)v
zQ`4G;*0i*yqcuIP8EDN&YbIJV)0&;uVzd^gwFIptX)Q%-X<EzBT9(#ww3er}0<C}2
zT9MXDv{t6I3awRXtww8gT5Hf+lh#_a)~2-%t#xUwM{9jr8_*g+YeQNa(b|~SCbTxC
zwHd9=X>CDkOIlme+M3ojw6>+S9j)zY?LccsT07C&nbt0}cBQo&t;1;@LF-6bN6|W(
z)-kk>rF9&w<7u5h>qJ^7(HcnWWLl@tI+fOGv`(jW2CXw`oki<xTIbL@m)3c-&Zl(&
ztqW;gMC)Q&m(aSD)@8IVr*#FbD`{Ot>uOrp(7Kk^b+oRhbpx#%Y28HYW?Hw<x|P;#
zv~H($2dz74-9_t3T2Ik>j@ApbUZV91t=DM1PU{U?Z_;{;*4wn+q4h4U_h`LO>jPRJ
z()x(j$Fx47^(n2-XnjuW2U<VV`kmIFv<3^odj$;fi(zODM{6WnBhwm%)~K{bqcu9M
zF=&lRYb;u0(;A1?xU|NjH36*&X-!0HVp@~XnvB-uw5Fgn4XtTuO;2kES~Jp`iPkK%
zW~DV7t=VbKL2E8rf2TD!t$Aq8M{9ms3(#7S)<U!vrnLyIMQJTTYe`y5(^`hsvb2_?
zwLGnV(pr($%CuIYwHmF}X{||XEm~{ST8GxUwAQ1w0j&YFHlnpLtxaidMr(6gThQ8)
z)>gE(rnN1t?PzUJYX@38(%OmEF0^*1wFj*|Y3)U8Z(94%+K<-$v<{$kAgzOF9Zc&G
zT8Gj)jMfpfj-hodt>b7NPwOOF18JR1>l9k2(mIXS>9o$EbtbK|Xq`>#99rkmx`5V&
zv@W7`39U<MT}JClT36A!n%1?nuA_A$t($1wLhE)~chb6x*4?!3p>;2<`)J)y>p@x%
z(R!HHBeWi+^#rXaX+1^jX<E<FdY0C6w4SH+0<9Nmy-e#BTCdW2jn*5q-lX*wt+#2t
zL+f2y@6mdn)(5mcr1cT4k7<2M>oZ!P)B1weSG2yS^$o3WX?;iQds;ux`jOU8w0@@b
z3$0&i{YLA*w0@`c2dzOu@_qn+`^BKN2B$Ryts!X*MQa#Z!_pd#*6_4Oq%{()k!g)W
zYgAgJ(HfoB7_`QuH5RS0X^lf`Tw3GN8lTn#v?ioA5v_@7O+sr@T9eV5oYoYyrld6$
zt!ZdYM{5RJGtruv*6g(Aq%{|<d1%c`Ykpb_&{~AnqO=yLwFIqYXstkNC0Z-fT7}lC
zv{t9J2CcPdtxankTI<nTpVkJn2GH7w*2c6pp|vTk&1r2xYfD;N(b}5UHng^-wH>YP
zY3)F3M_N14+L_iaw05Pn8?D`G?Lli#T6@v@7p;HO+MCuswDzU7AFTsu9Z2gCT8Gg(
zlGf3*j-z!vtrKaTOzRX{r_nl-*15FKqjf&53us+P>mphg)4G(_WwfrKbtSE<X<b9>
zI$GD$x{=mRv~HnwE3MmT-A?NcT6faAi`Lz=?xA%rt@~)*PwQb?uh4px)@!t0r}YM{
zH)*{^>up-^(0Z5Fd$iuC^#QF9X?;ZNV_Kik`jpmZv_7Zx1+6b>eMReQTHnz6mezN)
zh7I-q{?u@^hNm?Gtr2OBL~CSPqtF_a)@Zawr!@wxF=>rOYiwHM&>EN4c(lf+H36*&
zX-!0HVp@~Xnv~XLv?ixD1+6J*O+{;JTGP;)mezE%rl&Ontr=;}L~CYRv(TEA)@-z9
zr!@zyIcd#B>+iJwL2GVW^U#`?)_k<)r?nETm1(U)YgJmS(OR9>8no7=wHB?lX{|$R
zU0UnWTA$Viv<A@Hkk&@DHm0=+txaidMr(6gThQ8))>gE(rnL>NZE0;sYkOKd(AtsK
zPPBHWwF|9XY3)X9cUpVU+LP8^wEjiw-?a9owGXX*Y3)aAe_998I)v6?w2q*46s@Ca
z9YgC_TF22kp4JJpPNa1bt%0;op>-Oq(`lVS>r7f_(K?6Ld9==_bpfplX<bC?Vp^Bb
zx|G&sv@WN01+6P-T}A6^TG!CJmezH&uBUYats80GMC)c+x6rzk)@`(Ir*#LdJ89iT
z>uy^2(7Kn_eYEbU^#H90X+1>iVOo#SdX&~<v>vDR1g$4&Jw@wjTF=mWmezB$o~QK!
ztruy%MC)Z*uh4px)@!t0r}YM{H)*{^>s?y!)B1?k$Fx47^(n2-XnjuW3tC^&`ij=q
zw7#MB1Fauv{Y2{*TEEizjn?n9{-E_ItwBO_zmCCwF%+$#X$?bbSX#r;8lKh&v__;g
z60MPGjY?}YTBFk%i`Lk*#-%kLt?_A1NNXZm6VsZM)|9lSrZo+%>1a()YX({~(wd3Z
z%(P~qH5aYF)0&&s{InLNwGgd^X)Q@>DO$_ZT7lL|v{t6I3awRXtww7NT5Hi-o7OtC
z)}^%`tqo`mptTXLO=xXOYcpC~(AtvL*0i>zwH>YPY3)dBXIi_^+LhLxwDzL453PM^
z?N94Jv<{?oFs(yr9YO0TTF25lp4JJpPNX%E)+w}3rF9yuGiaSf>l|9=(z=k=#k4M=
zbp@>}X<be08d^8dx{=n+v~Hnw2d#T(-B0TQS`X5Ch}I*t9;Nj-ttV(bN$Y7^&(M07
z)^oI8p!FiHmuS6A>s4B>(R!WM8?@e}^%kwSX}v@1U0UzadY{$@v_7Qu5v`ADeM0L~
zTA$JSoYoh#zNGaPt*>c)L+e{w-_iPk)=#v4rS)H0ztj3#nE&^i2BS4Nt)XcRLu)u%
z!_yj>)+n?_qcu9Mv1yG@YeHHR(VCdnB(x@_H5skRX-!FMDq7RfnwHk|v}T|+BdwWf
z%|dHdTC>rbgVvn1=A!j?T65Eyht|Bb=A$(~tp#W;NNXWl3)5PJ)}pi)qqR7#C1@>4
zYbjbw(^{U^`m{EnHGtNJv^Ju(F|AE$ZANPgT3gcEn$|Y7wxhK@tsQCYL~9pXyVBa7
z)*iI>q_r2Vf6@9kt-WdOLu+4J`_bB;)`_%EqBW4#$+S+Pbt<jXXq`^$3|eQ>I*ZmF
z(f|KH*PXQPrFB282WdS_>rq;d(R!TL6SSVB^%SkAX+1;hSz6E0dY;w`v|gn360MhM
zy+Z3%TCdT1oz{D_KBV;tt<PzFL+d+QKhgSy*6+0bq%}wk?r-q7UkplXFj|At8iLl4
zw1%QJG_7H14NGe{S|iXJk=97GMy53it<h+WPHPNW<IozH*7&q0pfw?_iD*qiYf@U1
z(VCpr6tt$IH8rhiXiZ0JdRjBmnu*pdv}UC>8?D)C%}Hx6TK}LmH?4VS%}Z-OS_{xx
zkk-Pq7NNB$t;K0AL2D^mOVe70*0QvgqqRJ(f6`i!*2=V2p|u*V)oHCkYfV~f(OR3<
zI<(fMwH~eYX$_#YA+3#QZ9;2PTAR_@oYt1KwxYE)t!-&-M{9dpJJ8yZ)=so`p|uCC
zJ!$Pl>tD3?p|vlq{b(IP>p)ru(K?vcA+!#qbr`L~X&pi9NLokHI-1sTw2r5B0<D3x
zPNsDVty5{8PU|dMXVW^5*7>w9q;)Z^OK4q6>oQtb(z=S))wHgqbseqiY285UMp`$~
zx|!B3v~Hz!8?8HN-AU^%T6fdBht~bH9-#Fgt%qnmOzRO^kJ5UK*5kCEp!F23r)fPy
z>seYa(0Y;9OSE35^$M+5X}w14by{!GdW+WEwBDihF0J=yy-(`{S|8H-h}OrnKB4s~
zt<PwEPU{O=U(x!S);F}iqxC(lA87qZ>t|ZO(E63uZ?t}=^#`p#X$=yS^9KI*i$Q4(
zMr&|dL(m$M)=;#DrZo($VQCFVYj|2C&>E4}NVG<#H43d!X^lo}bXsH38k5%8w8o`1
z0j-H>O-yTYT2s=Riq>?rrl&O{t(j=eMr(FjbJCiN);zQpptTUKg=sB9Yf)N@(^`Vo
zQnZ$)wH&P#XstwR6<Vv)T9ek=wAQ7yKCJ<?Hlno&t<7j{L2D~o+tAvD)&aB*rFAr|
z6KI`CYap$YX`M>zG+JlSI+NDfw9cV*9<B3fT}bO9T9?qel-A|6uAp@#t*dBVP3sz3
R*V4L<*7dY*pmigy{{fRv_#*%S
literal 0
HcmV?d00001
diff --git a/log/zPythonScripteTest/err_n_plots_multi/_REAL_Init__MultiFO_Rho.png b/log/zPythonScripteTest/err_n_plots_multi/_REAL_Init__MultiFO_Rho.png
new file mode 100644
index 0000000000000000000000000000000000000000..25baaca29dd0c6982ab276b6015c24a6a487b23e
GIT binary patch
literal 13747
zcmd^`cT`hbx3{An1x1A@f>I?Ypg>T1#}YuLi}a=-g7g-8z+(f9fT&25q97nudM66f
zn{**Sq)QDoKmz2hphw}n_q^}D-x%LtcMN3=*x75ZJ=a=uKJzzc0@PI%4;^4S0D(Xb
zUA=<14uR~}1^+)%?*@PQcs}YK1R~;j6>;%~`|FwhyWaF#1B7{B3))k3*$|Eke;j#;
zIBBzc_u-St)G(O%S)NIr`|;m)OZrcHPKgI6$16}VBK}}e{H)>f74htkr+ezD|EOTQ
za^(`CEC(qk&|8v(S8aRzFoQ(`gXb2AoRl;QE&WC`M5$^;5V+FlAP|?));?|s<bpGd
zdKW~W^Z(9|MXTAP5J+J^UO`4nPj4o-^|s&|(UU~<EI44(T8@fpj;<IQDn3+9tp9j{
zEGakgpc6|bG<U-m=F;Zf)L2IeFGLSqq=rOh>!;swe%E8Dr>pA;=O^JvLAGDRzmJa#
z`Sf+twy=!j@z_3YOS=1X5SLqm5szt0>NnNURoC_Ow6wKDqK(3%H7&Dr<v-hGth-#U
zpp{FIF7Wnrx#2e^r8i9X5E4g2OWPi6QkdCXaDYY$qb3<yI9}UqM1G%=BH;!1Y96-t
zUH#Pe<(c-r*o1jqzCDm<UFik`4k)s@Qes)bLYBWj9ki}RK(BNpeoR(?6O4F|{3Ix7
zwIP;$Ze<Y~!tN{SC@zs#)KWV`eF^fB+&cQi^(fcD{Ibo-DPJ*s-SK-8mmv3Yn5&ma
zByL<lt*?*ljA=oRg@8>DVR+@LqQLEA^bDc-caI)t=p|16*{>Kh?W{p#`vl!^l)$2T
zMckX{a!1up!`vKcc_r0#ruQIQ-*E3O9eIU(+e!TJ5nw<E*Q#SPHUe-%o@8gg`ufRG
z{HFCrO$i?Z8a4cgW-lY0o<&vFD9;m%j2{}4_Egf<weF@8jN<Jkqq-HX-Cl-jiQB2k
z#YXwauGGY;e#YcY6l*x<urXOg6}eCWtAA_6;ks*TQnRy*6B0__zOC=>#?JRoPDUn;
zW5}pB4Xm6&{?gPJj?dlQQbIxk+)1_h^HHo+KI;>R^(o(63oF}+ap!TF<=F`#Jp%v5
zbc1~B?rLleFL%;8AtBtRh8N+KfS&YB@1RcS;#HMPbh{z1Ltlp5y1kvBJLlmg#a%@V
zc4J@+Ltj~$g$l79mvUF9RckTPe*IcHVt$?*hgx2y)lL<W!;FOV%v)=>ShsV<5ja$1
z>pWM3?dj=XJ@NPRt7#g}EH|%s79%6s<5t_)h$}TGN9N(ctG|rm9T(7Do)&ToDs%jJ
znryBIwt&N{kO&K}RxX~8m6an)8T@<gBhIasg$5rg<EoCi4{J*|SiQf7AurObczJm}
zxngIWHIreZdhJ@HZzQ>#e{W@lK4zua%-3_$wT7NPgfN5clR_<Vv&%Va*(CVu@^vwq
z5Jy($mz37Lo=}4YOtvKvVr>LGmnW}}AKtSMAt&PYBrMD#8h@CbL2ByFe15kHc?x&>
z^r)&-DU@8*<J<!~a)f2I88^06m~Do#p#0L^eW$7#@#KoR`EvGnmqB_LdfnD%FBp7P
z?!bX-vLx@|86>LR$+vKY*sIdonts&pkG*^SuV`sC%|5IQvVWH}ZbzJ?!cM(Ynzic|
ztzBMQC9Uxpc)Fn(%3)4JBWrk9cB?O$tvCPRfPBL^IicBnMpO*^z}aFGDz=|N6(eba
z(NkkY=k;}OyC~rf0<pH$ImjLyWOYq5XvkotDQN|5RjY@jrj3!l8$Pp~#C(KFFkuiJ
znS1_MJU#8!4Wecv2^LsERRMvPcj&~<wb7&*biIjr6!vIHyM-WY0lvrUGhv8urdxD<
zDN&itPA~#7A}1FMHZrs9oKBV%J;Y^clggmI-8nTSMM<e?ZST7i<Ic89IyU;bb11tW
znKDl!jq$I~zI}Ym@)lJhn$K7zPmbnnY~oc_DLV<<^pQn*y4kMo_j{Z_*_*df_u_<>
zmIxJX^a=4eugaQY1-jk$f->0LM;o;=vE^@FMkXfC6N}4*Ec!ZtuOn6y*Vcqb=<@Ys
zppK=w13r&7kLl#*r1RMpvgx==dk9`efb&_J{AUIfxTN@0Q%(zMaYA|lCVL~tc|3oE
z=!%}`@mQTpy{}*3BGWbE6!A2A!@6@al8IDZT55_#OA5eU(p92NA}xJ<=Bt8`f1dmU
zqS7ye1P`wvm*K<x-90>HMZMm(v)=Ce<l|93Bk_^3%IA~m3=B)p_i7hJB|<r|3Z2*+
z+4ElWL}odmXctu;<EQ)gpQBl=*^l&nxLUst#IFk`9H0I~$CfqZGc7I(5bVff_ez4l
zX4pQPaY$;pt)-=9(($!D$+w92uBBzFlKVBV8!T<V#Id>cOH>euRbjGM)mo5KgZg<^
z&|{q!5ogb)99|#4QAzbGRO=MG1TTz@jjb#rh2$d^co~>;_D*x*8Lq?}|Cg^K8R45B
zQc}ir{DiBXeUh;e*qoo3eH=_&NKKfWWP%0+Ot8>>bKBqI2VT41!@~n^;N;fu$_M5&
z^1W!aK&)ul;e{QmRfz+P<NR9E9&TpAgoFg|nPPj}O#2e#_jfYvz>l4TvR;ab5vw8)
zhcWnTSEQ#s$%&TTqLvk_pJ1kW`i%T~nz$U_89s)oMS*o0sS<Sr40b7lU9-jr7kM8%
z*Wdr?iT;(b`3E+cv832wUy<0zp+UW2DK|S_n1qBpZS(q6mf5nbVVzBeVc}|JbcqiG
zR81||BDSc#a`*^0Bjqqw9S!cc@{04mb!%ei9lIW1*n*RcBESA>`BKG3evPJKp}GTZ
zPiE<A8@Hln8_UX>GiS&{4R~MQZnRYSMzC!|e6X_rlrz-L-1;OunF_LA(b8hE)>cBE
z`<5CS+DWzPJlVgJ-{|g;78P{tL=U0NjV)@Wqa;byLZ9!Iuh0C39A;IPhv#G|DvE*M
zdvW1O%e&F9+BN?EVPWI#i-}L!-SVWGA1Z)}W+vOQj!8?l5<Hh9XGjEgH(ZwFLn?|}
zqeKRiz543v6x(me#fYQ08e;D6Au3|X&1QDjE<(@GsOSzR2JeH!aR8U-g;7(zqAcqu
z$SF{eoZHAkPfy3t<#_?~-8!=@<xe$~l`vSEIFWLuy%5VlVCDb$k0dn+1g@%~(No>B
zGTq~KN=7EBFhN>4LCesvK*|myDk=H4oWmf0)+E~|efZUWG1?gN(hNN4If!#;0gT$U
zYjutF0=%izhis2^@~?xK7oRybHKFH*w*E}V0Wgknw4~qf72ig3pW$7clPo9RTVdc;
zItgF6;YKU#5TBXp)*hUFXC}yPpx;nS%NF-MBqS^(q(EwLu6J1~3?9=3NI-?%v{I#D
z7vxZ$b9W03gAX7T&y`8R<&2Q5tdN)(wj@<^n}KZKb{#q0^sf2g4C8a;px!;{+NqsZ
zd1c1)_0@-%j~WSAh*-OUxO^2sTtP<)dblgMH2e6-o~da&%zDizhY*#W{p8!XkD>NW
zLH^Wt>*=JJI3RHs8^`L8W!mNH@`(kq7T(;%%SijIWoMb-l6_F|K5n*|9%`6^iB$H-
zwCFNdcY&lVt`~K;1veIYD@TTSz;?!G_MU~UsIU*O>VDg`5l^)g%qH=6C6*yg(wS>Y
zfLFAXxbReg*739H3CM*9HbkP|^mN6SFWPEN(Kc!qOWt&URxY;<_b<g*8E6J&TP<tn
z6bXuQwViL9hH+xy#^PFt=g))KB%JbFFS7ubcyHg;YuBJ5A)LexF&c3vggx}C#4Bxm
zE4w9)BS&Azk0fU8nZmxQ31uZM&B9<(Zmc#-bc(?H#9b5=Ttp;j)_ftle(yNbNPx*<
z5*+=KlauR<)lb6uOS(%SS_n_VG#~8lghU|o&_h6D7asKa;+NmO8!If#Se|(n>G_EO
z<Kc;O^!uPw7uUsaG~Jb=MFTy<n`+rd$G!Csg}~`yPd^X?=|ce3?%uu5<mMmAgr0dc
zr8YM|pN;SH=TKb*5y)XbK&=gz%WwUaBLqt)V(*xk_RhI6pa1+A>}+8zJLCDcRn~kA
zN|<tu7hJ~eeM!!aAOc=^F)~6gBPq4%tzhgo_sv`hpMf%eG!)JW?lIQaZ=SBfHP_Zo
z(Xp|RtJyE#-xEc83TFb|#4_Opx6qjMrmLN?V^YwqOfpitB>!UA<coATF0UhR>>c#7
z4P|&UFe%h}U1(L+XlpApGu=H|B}&0qaIm&~At(E7eU)9+=~38`<KJ<G9I8HMxRKqE
z8z1b+^NQo8Muvt1Np4}Q-DLNx*VPg08>o#9Z^S9F%&%2;@{i16M;N+_9WTHB0wRYI
zt=u5CFX`kw?`wfeWV@9&7K|ueEiIYb4lRr^n3d<!Zgm;9C2<`cG;-|H{W*$BL;_f1
zF4(O%>C7^pp@DP|2k2&=IZmj>M;+XD#|0N=TuN?Bj9bSaQWCSdk}H>AcU3`Qp!KCN
zloFET{lqB&>lRz$7};@d!eW0ztbvK9SrKwbM2SIVabcl!1T(+t_&{1lrum(@fKhoy
zc6RTCQBILl&*D_NwzXkw1|bS9YU<Ak{Lhz@sd9arz#XP(Pc3;V007JOYp6LOs*mt{
zRx_qdAHr|2(&9N1_*tfI@7~jZ3-t8XqROvD`rsO<4!>R^5F$mK4K*K&n+DNAI!1{n
z@)fdm`Rp^-dx87(!|M1J_E$Aa<zp-jKDLR!;68LTL~K~>G<R$?siQ;{zi;neK0^l!
zys=TF_~#(7QFtsC5^h!cRr{2Am|PkfOlw?!JCyzLBLfu5QTe!9_4T>W1fGCI+N>={
z+l<=_`Qjejn7M+nuPmLvq~{!a-|M_0HRKDEN#O2##T^lxrB7QaS!q0U_q__~_q=vB
zvB!bO1x_LvEpcfNSiB$Cij`x8FBO1KL2?zq)<d3Gw1j{UU9c9u1W{*nez-60uS<_S
z)OGrT<j((h*N~2^Z+2Negh0~4v4*72ck+P8R0(do+3{i-X`Xu@@bn<iOqvFLfq)0x
z>jL-0!Qshb5U>^gyV-?v3jeyq^Hi##klokxuiLZ(neKtXzA%A%JE~GNw!PH$+jhS1
zzqLi-j%m@3QTGS`dVu`4nIxkXwpl66j|y2evwC#TPZN4LSe#h-ZPEFq{o7`?^ASux
ztp=9rf|2m{Whu;g`oo}Gm!we@koADSmP}W~>c<)ZH+8|<TjT&_a_GGBZ(}2~bgQ?S
z*DmYMKP)M-mHN;Hu<Ab+g)+uBwS#{dv`k_9wdQS$`Fpkhb>5cScFfM<7v>T&3R!<I
zU*h&>n|3B|d)*zDkXGKYLElR#>fX4KKffsBMPLKuc?N!l_R!s9jNLOq*v!D7pk(_i
z#I-(w@^#rWXHE<8V$#xJ!ns;E3g)I1sshV1GA)eUT8bRre0z1ZVUi@w&Yo!`Wo$*%
zuu=9ps=eNuc@SdBMm}5mrbz8#b^gH6Y76lH`q@kIPR{Sz?Lh2y>)R}$VlQk3>F`84
zh|r~rvtubKlfCS0tgKls^SN-HT<6}HLT-;)O?;QzHRQfqoI$3SDJScF7q#0g(c@DE
zEkA=2IQNMIB7&l#ZSC#D9q*qu84&D=lYV(q7=FI9M(4<fYdEaCX8nDwU-&QK8AZ$&
z=E7s5H`cwc2fbsJd|7;FMyw_{NlsA8XVf5v6LyJ3F<RWw7y%+yj`u|WA&IPN)~c=O
z<KJUgG}IZ$fF1?Gl(CUq=2s(NB1)KI?##6Bz-P>e;3rl@QOlKcx3anq<ITN5e*S$!
z%Rqjle8TLGw0PI124Fne@9Z*82)rD>E^<t{%S7A8eR=dmP>rO|P^mvcQT}W2(53ib
z(@FpZ>S0NK?|XcwxpO9_*t2tJE?+i~5pi>x@n-T=X&k{m4yYxi=J$wY=$CccWIPQF
zaB1W&sjbaNGpZg7Nl1uS40?_9ZeVz*p)q)9jaP)oBf1rcpFh8jxIN-8n`g1hRw3v+
zKMX+7HKnF}{(yiwm{a@LKbKK=f_bF~6aDfC*I7wRoTaEv;yZKnl^X?zf7pWJV38i-
z%1xVQauH7(rJ)lY=X1+*W`4p0f|9gk!|DBj+OV9#bu1)CMhbmJ-!ll+P^Wo<0i9>A
zgaHZt`ebZ!t74WJ@b_O%uHd{-ci&6EGptck35muZ%BT+<po4k|9JK0htE$Pj>b!)g
zuRl9&V1q-u7QHnZiWzAk7p;uEfBO3MTOc-lUV2*UvEB(>yX0Z}C5>qivem<`rz$A^
z9Xb#RiPff9JCX&;+q;y-jUnV{O$)mAP38L_9d$qur~=YAw-Q>4c2%UNe1Lkc!1m{G
zA5S}oODwk^3V;ck*E=K?D8udPbx1}Aob(~zlMlBi22JARdRw|lK$DR13Qi-rj|0x7
z<xcWh{bcAX7n{gZwPm$4ozzCPO}xgr?txXN6WwA~ZJ(_pSMN$lJc2njJpAMwTiDdl
z(4K!Do?!qGTqAxc=Jkpy;1}E`VcE=?OLYE%C?ypYzN)I)8lN-VVle{b0OS0n*~f-!
z<GnRgW0=j}w4`yBtfV+2u!zm5AyMdB&EtNs#*ywPnL(WH=$uwk@Lir~yn9zd=+4IS
zQbgL}!B6w{>*r62f0)4J6%>r$+iYD%MM!{68Xn%vfJR~ov5`J}6rK-sUASG{=x5Rb
zSgPYZ-)56yZ(b_NiYm2%Hmf7=UR54ASMpoBj1&DB#S5QpfwKK8IYE+GryIn1c~cC%
zRUNMu`Twzxhz2?e(#|fc?$ok*ib{>YI`j-5pLL%G1&kn!wz$pV;AW4K!opHDJbXTr
zoaK7pi9ZIDX?x28NJr@4vuF8^hJ5(Y1$!Q5;xsifdeq(^CNvapTHE8yh&aWQY(5+`
z^bl-Y!`HwAd792jjgB6>yl=&OCNu&L|7MMaUqSfDy7yKk^>md!e3Z`+;%fWACg<sX
zujfVwCA?SD{FlDBzIRk~1k&2Q;>e94Y)oEx)JFF!REsp}qL$Wjcq_`pbAFRJD`jO?
zLi+yrP=K~|zoz?%6CNN5Mcn>&Z#JJ_Y~b7lM3;ANJdgmJISdLm!kze<Dl3PHtte&`
z{T7P9k=@|CwdOo!ZN*ohT6(AM?cF>9dj~<EzLOvecD~!A6qcEq=HhcZ1304TwPm2$
zWvJ<pqA%g2WfN_&acODm?;5&0eb(_{M`xB6YakL;SbOrU-Q$CY{JA^!+$-L+jr<A-
zb5D9K);Mj`frRD7FoaC3JdKeUPTY5xyp;1WOvjrGcK&=c9<xIH8s5xrKpY=Ew&8`#
z5@DYa_kv@w*r`BF^JIT28da-Cr7A1267A${?(RPKz_;+csHos6@i}k?9)2EK_QjcJ
z=>k>DWO;UYV8B>K;t4At?#b)i)cgz$U#!PP9cqJS1SAK@)9o!s2A<+>XK3NUTJhW*
zyf2k`qOJWdX?}P@O)lpwCub(%S-{c9jXo~-!J4-d6j-+WF>+?5Fb{+lqJikO_WSCH
z?Cb^1K&b%7yo2@~9}P#nn>W$^{?Be*Hse-3Zt4X`*mib`V9VF;E{>rrTFl4C7^wE<
zO(Q#x9koAkeO%fkJ{SfZWU_Mf$<n8e7iA#HN&z&J0>o+o%=xsf)SALt*WW^oXSdjF
zD_X1g<g)v)`kMWus0<Sn93C0;3v;wcgS3Sszdvrcg9lT$Gr>-X`)8DqE(-dx@q0vN
z=yq(|K^bp%T>2jpUGYxX+fHVT|7N~pJMiN#@S{kRU6iD*W3)~zepc}p99_Sa_4Hkl
z+Q<IiFS3JD3acWw0nFJ(s4?O9CmVOX7t7zEkM5!6zIKZQ(Umhix0mZ{$7J_ju%;|4
zS}T6vO%QAT6Bq9U++yjwyt6g9zhJ-N)T=SsM-A-1`Fgv7!s-y5E)?b9zu|olFRda;
z^l;zbpuWRqLz3Hhb;lw!d`3RpX1j%(J2t@1E!DllHpsv55flV+t99c4B|D&*+)kzU
zJ-4Ct&MBNaJ7AigoNO~Z?nRiEc^(s^X?UHDsqHL01It=q!pzF5fqS;JSY+b8hPr<J
z+8u2lJw17#ZzkIfb_YITMj4r?wG{J4oWG3toGW&#s%mrpJ+4SuPRilsNYzmQi*>=M
zj4IG(R`Xfxi*n@pI0(Z0dPI$)qPDwY!1YPlk^3Le_I;n4npx_K%##}MaB~LnVum(2
zC`h;1T|bPsSEPXsgtw-9CtVP96^{xpVywYnd#;vDXZ|Nnq)P3S1a&f+G2EcIcT+Fx
zyuIy_kj;&^Kp|&q&&i36Rjbd+z3g|rJ8dHo@UOVI!w*b6$Y!cY_x1$c!yxKQg>g6N
zBAY@BaBG)bT?bXnsNmsbFWO-8qPZDh6`&JY<mr>wD^L_H#D>4n6dnyCpO50jN6Fr)
zeqa_YD<QI6@k1E023l}txpZYMM-ZiyHYpgvx5Zg1Cgf+)M#q_YC*K#nhz3f+W8<Sj
zYx%ce3!5pnguqm7dyyz!Gc%a=_zQo8LcUR{LyG^Y)2uR1BWWRj*N0;E=AMvvTi~C-
zqQuKDg3Uk0#f7c~lkQrHkja?-n&id^?J1gy`*B|!{Dp4hMvaf)i3kr^+j}!hlm+&^
zX84S}k57RAjT<-2jd<unX8Wg%RL;U=yj&SVa+g>tABztz?EeRq=mKK8>|8QZiIE-q
zQzSZP<A0QbCgy@?Tv!K_Lr{kJx&GM)u(l#i-3#|({X06=+qi7WX~Dt4VJHhTFnFp4
z<X?!4>jnBxWVv-C9Wx~_pDI{b3g{~xl1F#z^1T9r9hXXJVv*YT5Cteyp1;ss`aZq7
zc*29V;z1aHSqUNZ*b_>2Uo8F7mx%aZD@MrKJIFPTSH%n;jtgxmRmk_!itd0I=ec!2
z;Z0Fdu{3|^ji~MJ*RCG~hSSoLo#rKeN=Eiy>9{dj_D;JXXTKJZSL2-r;BYv;y+jFA
z{?elF!-nwqDf~DmtjMDZE}N44K^aj|q0cP(c|QoIXLESwhNpqX8WT=Z_3)tR{w7}L
ziD;VD-h7%PA+fYEuJg=^EJ}clzH})Zc0>S20I$I0PkW8^(59rM)I6OfwV_wK-EbPr
z*nUNdMx;L#Q_)acD;4>i3$};KMa*eS-J!peCrl20peCoJyV*yKWNJu1nyHs<85tIq
zG}X>7XZI{Asir7*8qkN9wxpb3H_-11>z=8dOx;PT8>(-r4{kl0={AsZOpNCvI<2C8
zTD~WZsS@TKklc(>{)ah&n<98%Kx&R%u4NAJdQNlTT1tu)i0ERdP~na8Fj^MziJ2J@
z>oM^Me&R!)N-g(Ehj&A1#~#r<*k{xUkml-DKg4I#tb=8)c6<D$ziz&@-Gy#SialL=
z0t2cEX=N7b>K`lix)}>4B(=MmJ^t#j_6Ou+8J8N9sJG>Gcht)1Q*6!kjRI%kGzV><
zP^h4d<@D$Mmu*@eS-#>B6}}|Ahv^L`6Nlk(7o;+fhfZxg>+4JUX52{8bGAI|IcwIi
z`N6igzXYDvZF&d2c8g4<!+wAaKQ$!2MrbkXUr~hTsn)jOcpx5H{42olJXQGa^DAVW
zV|qjSJq8dpe*Cu8Ffj~{g!=K|TTXJo3*P(@`5>#5^5ucyh5aj(G;1sL{cS{evYXtm
zh;`g~TcG*dJiG$8&r0IbZ%yWr<93DS(RsyxoU!Hh;fIa4z4T<Z(~d#Tv{DN!*1JTI
zJwbZ}MM`@F%!wByFGC;>6wT{^Cg8BKUrcaIc>8>ISpLr7#8JCn<Z-}kd+_`>w<&PC
zY_m(?Hsre1XWj7wz<#N7JWs0xe@Ey8nr{Fj22MDUH^6KID6<7iiW}V|?Sgze0v4S<
z@e*fg-|vOoVV0e%UvsW#+g{jV^&M~dZ>GE5G)TRo?&NJ-XvdRN-)!5H$qn_}spDVm
zM%i?X77bk+O0Uw9eS(8ypB7`w`>URTLQ1e)PiP^x1V4X`O~%2)ho}2f8y-ect>788
z#y3GLMW5hZJyh)2@Nk}WjZ$7gQf$ixDA2uleqAtUp`rflrOO8LNE(dY4G`{$o}OK#
zLp+qUp;&rWq!>u*<0h-(py#3dw2+XTkdW_GKD#}eoF##?;Ez96B@RjW46RqOnS&^f
zFD)rbN$D*=&B-ai$!YIaF_<^y1~-yUZ#XtH$#R9_2%DG9h=C{iy9u6Eyv$-Y$}U-p
z1pC8$`q|Z1d9E`|J}tQ#ARKl`CXa$d1n6UHBkU!ZzLzfFKECf{m!80n4~tKJ4p@W<
zTHTHvRl?iVo=Mj$;oMADfwf^wI$qXQnt8es78ij=@A_SR5;RM&$i-~dPOtu`GQF31
z1rpLnXCxFY1tXNX+66LYl;H$E9zN7sC`CkX8m4OUS`f9zn_RL0`6KYf>_Wx((j=Tz
z*eh0c%tReGm&D;*k&5rh)U?4SCLIwVq;008!<=wS=Y`l<tZ}k&zDppL=TuzUY`?E%
z(R_Quyy~%zNsNY<c&frK$n3(M^+Zs;2GtlA%`fmoi}510J}wxuC>NXL>&ewu{M7Mp
zE0~>LYNZwcvdKCh5_HCr@kEd7e8qd%^Or75wIMlqZYL@A0|uo<vamK1*%V|?>tD-0
zi+SUEp!X?DD=FpcmDJ8+TT(C~@Q$;&zJ9(x0y*{N*`CvX@kYVrZAz0a$p}EeH-_;x
zC!qBp5)^|~;jZYw0QwNKnzk7O)tLGZx@jOE&9ldi=>%Wb&<I7oxqv8k3wFpdXaTyz
zDSnwGf&uWz_lnc5HA6+!Z{2$DAFiC}e;CQ9k%fM0!wcK{=pBJSA1_~G*a~-4TNo$z
zc`e*fP*v5K>f$%`R2Y!noCN72t6$iwNLv9)AA#db?R0&AfBx`j(6t09_+UhTD^FiY
zXmQFg<F2zTry2qjvcS|><OE=Thm)F7lSZU!AV~p{Vcl-!6LSV$ZYAI<VFTpzL4K(e
zd>L*Av<OlEYQH8~5d?h$@?tHmPDRb;BI=5fksMgtaD5PgpMa*0kC#-Al1%X>TgsW(
zV~;UT$qp2mPi<D#y=V71*FEushIFY*vdBG*(ivs2y0&Hr;+lUc`BOe<Dw163A#G5)
zsyJYv9&3#QyvYMAP(HrCSrTj_muPau;U*~jJ398W#fWV7hX(JZqDp)>x;|rXVv@3W
ziXz)|F<Ix3g-6%Nr9IJ@*cM8^Lur1ND?^O9$L1qBUl<JNm{@IOuXm~4=2T{rr{@5@
zfPh*O2RJU4B|}5(%&ti+O4jv7Jroz|wx5<ZX6=hObj@ZshQ#h}P7<SPYjXmcBYACY
z$-tL1SuR)lJlg2{=;+$&>wuv6(lQxPE6u<+G=^|`)_iu!*G<FblU=T=J_m0LOy?2w
zWsGp9(xAX@o~&&n4vu_96?@mfEuu_(iL33GM~klKWu&;dV`Y4#`yJz_FfZR_m<xg!
z4!P&m50pI-_Qn!W;sW4TRw}(`_xip=lTa2G9$2de>ui}tE~*76(2b4jKujUZDI*fh
z5Xt`Z46gzzO<U`qoMpWHM5$i>)VVJhf&pbjEM+$WBA+4m70=XET~#bAlVRj9ZE%F0
z6Tpmg)iubEEFPl4=B2J!5p%}j{#Vr1m7w!0E6Xd3XT)^I#*P)(GT*>Gds`t0-A`j}
zMB)d*m?y2ecU>+_A7m0H#seo|wCjTkNm0pp*39%rz&t6Uly}8orA5`?V-Z{I-hkQ`
zDz%d1rUrUP8Lk1p7KvRH@HV`DosIdZ#7ss=9<FTu@h({QSUfA}e?lI{fqA|(y9@eA
zy2<$XxGf2oS@e{CI<m%fTXAs4Z9hds?KHhhh*csnqw*cq+Gx*|mk*#B2DHXGU(Ifp
zoI;~`qX%SM#Fs;L#GcgVzUQ1#vZ)Sc1`R%raDK0e1tjRKP`wPw>E<n&1^VfZsNyaU
zx$EGx-+Y#v`&w*Z{StyLMxxv~>4W6Te(E`cY|9i(tQsiXy?4VbWj2wTV;bQ6BJAQ0
z3xQ%7Z_BPJaFF|pAIUk84-q&(PYPR<kOm^(reAI<MC{1QDMtF2H?%r$n~&NP&)y}X
z1i+1LSgdtdqa%_nq)HGH_W`${QV<RD0x%z5F&&`bgQCDWMlV9(6rrGi4MmL50@7VW
zjKTQQETF(Ua+04Wid46i9g(G%->du}O2TZX{3NC2?&(}>u{|xDbo<*!_?(u$L1K9v
z><BCCd>wJ^pH-(=e^4^CS^e@gQw*<kMf!DUgvkv<hT~shFxc&{U%mp>>uZdx26y|w
z!(%GMCJ4mt=*mn%6Y7A|&D*R>`f%>w01BV7Co@=2{wkF{GEzuY2$la!bJ-cejk<{J
z+-Rjoe<@Y;)hs*Eayum%0pR&v06Vw6j<@r+V!mH!v?Y%1kS4-Hr?vrcN7dhTo8L9m
zUj;dEzIGN(k$U0Vv1~^{b!T}jyG!@qsx1>oe-`+_y8To}7#fcME`XW?7WxHV$>;{|
zgTE_#JF9E|UXA+wR%s%CmyVLuwmq;a+I-t1cB(=DTm{T_NY(fa;yX>SL;m~cdMjh#
z_Tupl-SMn+(3g%r?r(O#5)k;YF>0A8(jR>k2LDki-Z3)RQ0_gycHlqE2hiNl!uqP!
zwv7ef@$4OPAYa#*?4CovZAsClz$k^{|I(WD81$ohuh(UOE(1{C0MOy!a1&Gqx%#9F
zeKE<z#|i%dHaC!WI3H6QO3#)^GYyt+)WrG@4mUP>lU{*{0RE+8eL$fpt|z$f2;H}F
z;oJWKG$Um{R|COIUei||1fSdebFLtF%*6_}-$jG&Bz<4K>YSm_K!9AumJhKQi4T@_
zOsSo{dDg2k?F!3<*_u;vuRvuIv~7;O@SV=r<%^bloWA+(s;?Y7>Dm9jp($CZN#XyQ
zHG2l?>&|%kc4|Y5?1|wgXoK>6I{;k*5C{gOr$(b4E%9PG>=?5#%0mG(mY9O3g^xx+
z)xV*x4rH8gvje?VOViRT0a(QC%IeRT{WNWvb<zi{M0KjG5t0g#Mz?Qct7wv*T)Ex`
zh_zYNb4zyUFwYVutHo>SbWg7m?)k3|ZZcaX#WmGJ%QBw?=IW;dEU?5r4-e;qfetNQ
zTnzy<^TrMsA#RUnJP2eP@&|xjSXGq!Iy?ISbfPu>1-jqV3?@JFHOmG1{#SpKV&U<&
z919ERRi&1@pj&ARAUj@j+Qd~<T!)^IP=>Nj>b^Av=&Ox5a6m~uA-BT@d%UCg9hxIu
zKaUP-P!Bp_j)JiLk>7?<UN>F4hKAcpDmH{0wrkfW?7F6zBZ~n$JG%g>Iq>)pr7>`l
zs3Nw5{W?AR@2fa1=s_nO%@u0`30m)wDU1CI2eaM)F`*CiCyqyQ$jFau(B=a}bQHA=
z;Dgs!+xJ6H0A2O6TJtVSdSpd79j}s>;LKK5g=-lHHE<nctgaM|+G}ZYMXVe&1oWTT
zrb<Tb1r05bzSGju?qipSjXi9KEtpqWz%MZ+iYvf&QKGxJRqssqM3vfYG=r{D&`4Y}
zu545N;s+JtHW#VwV+Bi*Qw(JLs>j3J%>st&w`N!qaYDt`-402C8NT*PM%Knmpj#`G
zl42k$mp8h-&*8fQx?QMg2@4Acsppu5lNB8t;y|q%S-29@N|2f1mD?%>-uzh#6tmkh
zXL73b{l!C>zVW>U_KO{Tbp&6#e!}ojLj1r$3}BGa(b2oO*)45M(=G$FAlqR@lgrh3
ze-;8MeQLng=Wc9+sA|xV`Fg<iSFw*9=$~84*w3wUd~%IZ7JlYTaA3e|*Y4V0d=N{k
z0YVgrVqHQPBSS*mgios=_8tB{@STGK@%J2Mv4z|de)J|LczGK9!dx=vgMWb@Jjk6I
zVodDw^oNNqc{syd=$04@d64jKv~+%q5qy=SaXwn=QD>3b|F%&o>mcMKH3QllG-K5_
zg>DcPR3fAst75iM%0Dzm9UqKG;@G6!6Xj`eptZJg8Ff+q_W!(Js<p%9FytPN4-|O+
kPkmYE|KInLNaRnh<vhn7=Kla+#)4dxS4Cu8x_SS<01DoI{r~^~
literal 0
HcmV?d00001
diff --git a/log/zPythonScripteTest/err_n_plots_multi/_REAL_Init__MultiFO_Vp.png b/log/zPythonScripteTest/err_n_plots_multi/_REAL_Init__MultiFO_Vp.png
new file mode 100644
index 0000000000000000000000000000000000000000..0faf7a852fb05da77bb6c4d84675bd68cc91566b
GIT binary patch
literal 15460
zcmd^`XIN9)_U>`J#e#@I1*C2RVxcJtNLL9(>AfZ>(h;JD9w2Tjf`EX4NL4^Op|?OH
z(u7c@cce-QNUtGxMz;#*oW1|&ez^C;z0ZRmmRW1AIp>;d%-?w5v7TwDDbgQcJwQW4
zLw`*PrbR>Zn*sRue&284f8L*uNT8vS;=2aBqT?D#>T@yB(ch|`n>`4HABG&o-QUB1
zTJ$2Xv$jr}&16cAZHmnlFI%wcb4%@BQx(y^iZ+&8%7)6*rEgE4Wy(BwL&rx+GgE`s
z(hH;VA^Y4PmB(j>-3XjpEHl#M{TCJ*SJrw_vqi<bH^%nU(4>6oSOy(PQayT==KiPC
zk7#HTH23YIxgK};H=36UCw`|n?RRw_jRx!E!!)rM51gR6Z1exriB7g?8k+k?IkrwC
zy_5|@*l)Wx!}y~$Ny8;yKXp8fYkc+*)p#)CoY#8}wix(}eY-Bh<(@t&D!lYe$>Zwv
z+r5t`Ie5fRURd|O0%Pakcp}|8tmfY+2xc)>P+vdsja;#j4Au~x>Au%+W9mvy7eAD|
z;j}z|k8tZ@4l|g{)Al+rB=M<zkAGirh-ur5y!^YRDF(7vQef%q$j9l&VCJvewY<A_
z=MD-|Q_t6#y=1M6o9*F>2zP?RjPe%gNWJR~0gcPl8x{{~6k3x0Oj(APj;#pBDJ~TS
z-^%6&H%W46davQ)!VD2diB3!x#n-x&c&tsnDYufZ=qj2a%i+3gJw&U9kI=+QSdAAm
z^bU{`V^(}VzRufg8g)KDhyw#>wh#`NH~%=8F*DO}(j`i2&A9Fv3^KvU+H@lRvBj_-
zTalzoRA=e9xvgz`$l~<d4^S>HbqX*2`lA9u0dlV_VclikSoihJd%RoTJu{m7&OFfs
zDX$?D$Xyg_%c-89dAzuQWF{Q0;2$0w9W4O$-6CJd<*O>skR9go*9II82U^7(7rncA
z|1Gp-=wuJxxTM~iKiB<YDMHrFwJ}+}f0jhLyBDvnd&lM|%^&H;BH6u@_ZBSsmr2!U
zTP!dmHp<6t58&OB&l=R`O-HmuuPyfMiSS9iQT`<QM43Q$0dl4#Hrm3s#@wiM?EUbO
z@u~`*)-Mq{9AOH(XrRzIg=K&7=+jWUc24$XjmDmQA$*Rd<70JI7P<qJ<@FDRg}%_C
z$;rjlIP#N2`|Y}06AR0bgarHEqownS(rar~)6)?`C7VmQoKt;01#*6P6<x59K*L}y
z%r80~3DnMFW@OajbMP3g&D*`V(c2q`BgX#u=2)%?{$9u2k#TvRix&qIk6noIFte^X
zdm1WWye_@4D90B@PPdPE2Q|CMRC>W`;xV1R?XrE!eXwQ@L+(1JU6?K#U{*3-n6lRk
zUvq-LtTAT{e9HM{#^m#(AwM=ZC}V#rIgv{iUbYz%V@k&2T?KgxAA9!}hftO!WexOF
zvvz~EGw1?=lsZa8dEf44kBUL^W5a9Ax0V9h%oP+K4J>E+v7sBIMar6+-was_3aU|F
zEu11gWVdQON$NtU%yVP+e`})twdg@Qx}$+p9VnM+2?QeNp{CWRPZ>T+9fE&?vGgrx
zHcBnUCY1Drf{s*kO<Ap#++NG5bxangUQY1Q4>vU4V(q1rs#>;^n3<OrmRK*vDv$0x
z=b$nm;lvIb(V0eyix-?7$m#|!!hK3{0rDwrKPQwCCDlC1!FN1de1m%!R?*Wlj7LlM
zFW)ak@10sIu4Q=N*H?7wX($w|ya0ATtVgviHRx@ns&PF1T#mswo7H3WLOJ0DGa8zK
z*I-W=rfi-$97|n=$fb4{*jcXKS(|T5Sx%>=b`k?S$WUNj=*Jf4SM@dsS7*7<?X*`O
zhV76)II9~Tr+X{m)sUc}K2|>uDWU-$J|#{wZoSk!|45)+mzc|}xZ%ByH|676+Bq<u
z68()TzfwNbMWQy7?%NIuBErYV=d6R9BK5k2V+6B;R^M<RO8TaxYfiR<&eC+{mCQ0O
zy3DSlAVg~z&3;|>!Xu#fMyx%ww4PYp(raHT-7u4{XvBKCVwXdtS|=`qrMNGnFeL|4
z0^$9NS3rn=`L1J1@!;&q&}(I~df|qIxjQ#+26{hdhalG2t}rM>WtF5P2i-$02q;HS
zE){2H{He?4l1J^1-gB0IV%ZfTOsi~8*X<%fqxt+#wT1UayO%l6haf32ZGn6CJccr|
z_kJJ}OKl%!FoC&xe}F5-ePwY!Brq*)YGb*YQ=By>GV;tx&WmX!;9W0tyMPrIxFC%3
zTD|#nbm3M&uYTnT{Ucy(H{f#|=Tkd4`LkZD#H4VZ5*J4;<A?(4TzY@V4y=w1Fq;zb
zXQ1{y7fAzHZC!O8Y3fGhBwbu!Gc<4+c8E&`XSZ?<V$<JSkh0(mA{jK>YPN<@QXKo>
zWQ(vcDjM@ynMfC50*~r<LqD)sLrTVi)sWUQ;Ru0zrmhizf*PI8Lx@yPbiAqccsrEw
zn3Lr+H)Zwagnuqy$8}L9wHlMmI}7Cjc+A=52i}(?+QX&o%zT;fE+c$8w8*5rG%xKs
zA4=olna$bw=fT0l4;dV>lMwc)_O-#%GeV84%Zn4f9oTWNxwc{<ywUhTC+?=4dX8a6
zyeVIizY%$Th6}#}tM(U|9n>!rU_3z+YqB(jTfxn)6cu0DEhjB?c1birOG>&APhNj~
zDu%_VMAYWGZ951c>XA~WCVQq@@3KgaMO!E%@=(W)Qm;45u~Ll$eWYg?8jPhZ9FeQ`
zE3(?~A4V@nU01EYuHMK5iJ@J3ExI((ha-D>N{Zh8;&!Ua*n&E-QLgUAew=MMVdVMT
zQ-Xf~2n&vTm+MnW=V@p(?38u_MirwS&Hb~+1zS!2QPuQwHIJ*_zW;+F^SNxeYT4;d
zl1`yfwqtdeX*$Zu$tZgjyX9A^OscOf-fHqLK%!ruH=H-WlFythFe$nxV753t-`$aJ
zY_;NFq~}6q7~K~!NDuq5w@FDCDvjU9(Kk0g@r#I)eJ$BmortLHJ90#u0MEPzLqu|F
z<{xN(bV4S<o#PA$AZJ%sKGbV!T1iQnypt7ss~C{)G<k_#+-!AvA#c3lB!Tj|HegFU
z?*abtWBJ(<T%9%lG)KQz#aD!0k1HBIJ+Oco<tV!yTBBa)tFAQB^hQ1zJ~wv;DjbU$
z7oXK3!H<LayKG@$KE`jHr3~vwyWA_t{DW9^;vp{Iq0hQDm`joKlINm<2MCX&PNs`}
z?WpmfsWy}+85y8+hp80btDN@qPz-4M?%lhr#~=vXu#*tlJ)+66xTO}|WD(GIqPpqX
zv%-0{6Z$551OU>=$r&57zU*14OQ=-NfA-OoBHW%>W}guoYBiC~0cAY@HVlWJ(Er`|
zz|9*shEq6$Vf$#3(l$MAVWUYBk6z;W&p_!trQ}Dnw2IsO!5f`30N2woXO&8#Zc}ZN
zxDzs?O`lPR4y`Lz^%>jhBM?`>nclzCuIevkej6)2D~l20xTKX56NHOv3K>pWk60p*
zL&sWT`=9Gq>1<3BLuZc$?jp;viKLj?>R&ZWsWEp(p#*VL`P7L1+6Zsva`kEo0?XD!
zKy{U#uRfx`Rj3GiEn>IYyC@VKbRja5-8j$oqN7p=q}+W11oucNsW#8P=N4>au6jMB
z&#p+YJ0)RY>tkV?-60;Hcb4WOVExh-AkTXk1fbU+>D(~~p($3PffDLGHl47zIQ?*M
zBfIal!-0wKq&tgs<FxAM7yM@N1-<6NzTOGp-Xo*ODk^xu-|as4X%azpW@^f*rzL&!
zuFK7vng$*3o$Vt+``D055bEx334)C4Ed_;!=+aXw)6(LON}bR36~dzQa;YIEWw_~c
zPRypA(;UImeXqK!$K@`|0m06fASgmrUtfGBY@-DDZ{SJvvu9xpiZL5oPf3aamFn(h
z{n;n6?bumFS&>8UN8_C3SZ}E<157Ht4;S>{fyJ0}UY89FUgQMFmAznh8(hpjh7(1K
zGqSmS-k7y4ywoAk6NUqP)7E?<zVhX@ht<y~Ti&T2fpl>l7b8umg8+Ozzv$&lyvL{m
z<hWGQR8S?x^Gn%Gy3u-3k+{or=lruXa(L6lFy1Zt3^;CXj-aROk<n%cMfTMq+dc`E
z=u4*33kzq<^O(V~kLeJc!i9FbkqlyD<4sNX0nOzPMue4=N(TiAk2Mb5$P>ce{Eeoy
zHS5)*f__9$VE7T1L0L-bL`H^MC@E*0zo$^V_*yWnEdN$&PToZ(&x&*8N-S(-K|O|k
z%9gwf7MEpRS3dhL(TXs)9#_sesfmafKE+sGOgrhQXUXm|BXNGAes<Bl@53IU0(<TC
z+OyBVR;dlYx_b;me&CDhTYdC02GeELWqpxprW>UNdne;YXal6x_u)aY6CGoqeNRA$
z%h&WCe{c)2ugfeF@pf+Z0Qid^?=eh&0R2QTO&lB?;|+G366Ldc1D@#&4W+6-K)PEU
z)}AJPqieqBF<(*98kCXo_GnSL8L3<JNZ_N2)_GQbI9?gX$?1ZPyR|fHx8GsF1a|Pr
zNH&hT>aPRh|5(qL*-Np}U2(Vq4RT*gX*M_w6+@2rc&jC*u6E(U<ikd)mP}I74D3=-
zuU<_KnYgrm?AK#s@p~L5WU8u+GnyNW5S@brPEQ+Kd<%*p!cu1K_pe}l#iKP458b03
zpk|^GC=?wm9wDtyBwV|8{1|(Cc1H_w9UceXO2)v?<!E<T1I+4)sYyT0TjS5!FC-2b
zxz2q$2AP|`$A|N+K1FjG7wuV@od5I>(*|OJ$JZ6)jdMJwcoBj~Lwn)|7uZqxPiES*
zJP~YgLM<E^QZv2X^$A-t93zgt2J6nZ(Q@wSLS1WCJm_A!75H?P4~vVz>hDGd)B!wz
z4p%*&)JEiVcKSj;Wx#W?abN?ve|`UKml}0utwoIq62&)%Z$kFZw)M{=`-+{``#P?{
znD~1mBlK_NDKA3G1LNi-qCg5HXt5#)&)0^nuT1I8MbOQ1b*sWcH#3K;=%+gL3vNrh
zFPj7*uw23)YYoBd$KG^@lPKhyi%I=zYW{Qk&*WGNiLm-!_j8<>kJ5bFAR*b|Y1_TK
zlFjs$41gPH5s@h}gI;L*V`iZQ%-7EWAgGq;cRel<GQ}5rR^L5irJ5JStIj$-H5C%-
zyc8u)tc@PknSLA~Yj_fRq-q7(*IkP{^X;k6Eu>P`?HGJNhNdef5>_o*-{gonj39`3
zw@d52&-Ix-wkomE`RNu05xefpLf^2kjR6ElV#`FngQV!)PqH1zOOdWy_Z%F&dMA7b
zgt}yGY87kFgnM}{#h{&CyIRr>ih9h2A3vcra9B;dkHamb6;$Cab@Ua;I&W4Kv5Co>
zmb~;@utcb+d>A*~TyMP)11I8-A8uN0R6m&49kq9I7kJv}wsj8Z@?vE#rKrEq9$mK=
z;3VKSoeSXoW=>Q*$km=R4KedSg{PF&`i7;Iys^1VX~0CCZztv~O7jE8QFtC56%j#c
zWQa*~t(i8Xm7BM_z?|^TGNe!B9&DAaMX|8ZAm+}f<#C$J#}2Zxbmu9*FJ5};OcD=&
z9puI*Hqcn$)yQdoN{vOMzq{*Al(CTEW=D)y7tUoinT|Q5w<KhIVuGm`zXlMCFx&61
zhf6c!2#<&uC@Dh5^p}OO8)#?*bA=J`P8(UO5pRVM*Bk3fW=2Qbv*d_@kk5U%yyRGJ
z5F>J@);i#J=za5R8+y^DxQKI#R4D|cg_m)TA!r)`+XrB$)L;c?Uab4G&<wR%0pycF
zpc3F-ap&#^h;`Y9=PFH;VASqsO=Do?{>LB3_L1)YY(_=hBum^2<j9}E>9O!SNcS$#
zdhA8emNj$Zk0Y>GUA8e{-9tkfvOF&N2ZTyr(BEn3hyQf%89qe|G#k)hcP0B94r-=(
zog4DoedoE$rQ43qD_ZXbUHebBVc{coa>}0n(f1kFylo@dd9=OjxxV68w{->eM@A?6
zuU2-RIlgVkxyp^~Z%AO${_1Do_TPMA+q>y5eYbLK_1TXzCkzd%mVeEv>&ByP1DxA2
z_<v|LjsMoRnJDr6aOl?^?sg=7Z}OWOR+XR$o+YB(eB1fGJFe!>vfTFD&WHD`>Cm>m
z(g$;VJ+k}zV<VZRYyO%!l9|P}M@kynKC2|?j}`E3J?v;w>5=ngum-+A`UIDq)BkSA
zq~a8Qt+?EOnPQF|EA^tJVxa^14Tod^+fXo_pZuR!wmd&Pto9>KX*5V&($6sQWs$~}
z$hG~zZh5ZrX@=;*$P*{IxpBHg1yYa5MoYz?^la{W=Q3>_sas<THCyYhlLvt9Qvg$B
z17OZ3rii)dk`ka^nhifVcScuQSu=2g%%Gn!aHr5!8K`WXg>>K?%97A6ps?V$;ryqm
zF9)m2BMPEW{OsiOr%#EC;|hykn)5;K&aHSb#uLBXTQssFYqHiXn;1%B<cfhpcdxrd
zFEmtKkGA;iV%(0rG(BzNQX5}Jo|!Tr;1!3~h`vlnKOc#OfE9gO+SR?kU(9f0rW*t6
zG9)B0Jm+?$AjEC9ucrLz(&ECB?I7vA`JIk{an)4q>J#(tC*rDyh|AeLA7bD0uHSoU
z8x!<;sc*<0IzKZlOSTz$KUVK4EoCC%V!KqM*y8@QK#Y}6cFobL9(NS1tozR5U!3x`
z^zTXi<n|5${-lxR_cWBIruI-;3&P`s!?d(U4CWS5Qf~d`!h2{}S0*@2Y&!tB$piUg
zPjHP+xnL!jmHV}|jbh7_T@Hiyo3e4N>#jZ@6XF-OdKTsn1O<JP=Q;PD5M*^trGy{4
zwbgIoB4R&zOWgAMbv=6A(Odo?;3?ZRLJqOANLb%UYJ-m-tbq;<Yp-wBJ*v<Nu9+Si
z>rK)mUyn|BgH812;fW9JTk1jDgfh%<3W`i?JqOBDQt~LD^C_NqAQS8&ONMn@{14py
zQrc)GQ`EgwM*JkIZStcgH<}qK7Ew>f<iHfzp3a7LD{jkFJ`cj3br|g|tAO)XLGA@B
zp@c*$E-BYB1C<BfQX-_X_H@<|Tc&?xZ5)oGu4mW$!KJqot+!P;P8lNyy>fN?(sWMN
z6uUr35LkCmuA76EA}AkF<;qbBtZ<)+L(>uZ<paOb+~CH|bEc3^D9Mg5=@no%Z5mHe
zjNqHpjRYm@ntglJYcjl1EmBGddgafpBUKFh=;-b_-@C{X#LW<i$T!p13{1Asj+rGy
zd>%3>Fc%80S?ppaWEd3TTANu#7d=p8w}3`*Ml#ygF>4TPcuj((2>mI{s9(CAlJA*d
z+JNJ2iK-F2&}>;@hwhdbOY^apwxNN60#FFIyMW2p`4?qyHdl0Ek@(Xmv{D;&nR^CG
zMo6T<moLv_ww`E}0%b9POPwG638*cBdxwCEL!3!bV5Xx6kdEjFH}j-_FDjTR?#UNt
z3jW&OqYRV~kT8y8MEcs=l3l}^4IDRNW(FOXqw?4=&O1T6r8WEf%wpwuA|^aSzX_yQ
z!RiO?d*0bRq~&B5d^bD5g)^V<2U+B}TDna5%1hL<!-js}7HKSe<N0XA?XG%he}djS
zLm*N-dWHgM80|LsMpl*GU~O1doD>Xn)nTq#%4SZve1$bXyYx)o^XHLZRS_1J9|76#
zx+vcD47nzmYoIW2<zpe*)ctO}#VwKImlYsPzvmbn=-kLs+;~RSu~S;l7kZ)~=UIXT
zC=R_xqXGl93HXgEth7l={4=EmOM25t&J$2OFKO3d1w<b1B@Ad{q?D!oAA(Siirn^q
zKi=S?l4j>wCLU;V7?#!VF;#R$;5|eHNVb&&SvE(wAT<qmi?x-JWI8BgyGUkhdVJ*!
zsYeqwKYyShhG0Sxq%3gjOUcmC@IO(kV?Fl;33Aw4JB`K`Ral)R%E94JZ*zF*dE4p8
zz*}QFCUioGVki`WAjpn{MF$FC`1jr-^DmhI5kSDfuvG9QRow^~njN^jWl&dlmT1gN
zWo+H*Y@Pz|Y2W9mgPB=b%<}PYoMk9RAfVK=#K1i{->j=k40X@pnYWAQiml6;XW(t^
z)}7*W2s3e%EU}V=7=i?{>o$4v%M-t+@>CUaNMMD5#0ypS>byIwkkKY+oX;tZ7QBY-
zU^w1dnSC<NF4mh}I`qaFxCN=(QwtUuHI<JXDCve@e+#1gS&M%qXA->F!wSG`LxWSy
z>*dRHRW-r18|&@~32;xVhV0&w2U>8oO2q1Fur5^irU#`x9fJ|89J~TI%3s7eld8~M
zY5e^Bo}s?XSdZmOBgk=zE9TUxYU)V7Wgv&96xx>$$K%|b=Em!d{p((r>cBv}6|tCq
z@nUf7u{`g?6K<mc=w-#KXCL{5{8+{Eku@{bW{g|H!#&{UKypo#al<Gn`2yt_;3%Ga
zm#9A@8m_Wymmjl$Ygh9eLD{S7RJ_#Oxcc*|4@?3cl+6k<NaXAXwP%Ma`GCTVH_euo
z9q7cvbCBbNFN3kzYhh+U{b&+QKXw(;l`lQ^ut>JQ#Bg2w_wAGn(!CB#!RxAd^Gxx9
z+#jgvL}g`i>+<la2F#_E>IF>6rMK~0WC`+U$obH&YF6hgpc&kE=4cL}hNM?Ey2%2D
zh8-R0vblDRHLWk}jEmO1@Jr}rYstGGXiQD9^M|wy408XDb3<^yTi?9djM0;y>2=!N
zMB2Ey?GZ3u-9sxnGk`^P>Cd*u`vRf&GBMY1->h)Sll@?aID)+?+_p?}`#DuU_|BF#
zP)I-N7u_tzAL|(w`+=be1<QIay@tPN^H8sdE&A7?)D9E{zx{UzwS#v?-=iMoEB?fv
z%A?!KH>>?Giu=aFJ5g{a3hiJmGym<xwiD<Xx3~Y362G<o4`j`Z`oU=6<@+m-U@sKj
zJ{d-ZhE+N}yE8?8B@a99l~wV28|2#D^#7W%ZP+`QcV|a<w!t}RC}Rh3{=-0ba69qO
zTr>1$)sHmB(F`oXUh=Q!zT=T3v;^+6_y3XD?92{GpQe0l(feFve~og-jeK_`2s;uB
z(kDRn+tP)JaPC~`U(H1C$h-dLh^k+ID!h0Aq)5A$wo&sx9_^Uh30RzRTDmdDy1HTb
z$?C|}TbegsU}C-w-o3RUamj!||6j@2qTp1bc?NmuhE8i2(MBJLWGi#Y%q&f=0MoAQ
z#=UfTYYS|KzCS$|99BGc(d5NxH*SHQSsap=GeQ6sA_x&aJ`&m~h7qEwGT#O4F7D}o
z=Mi(059a-md4~lJi-&=!2|`mg>EVOdC18)#6Cm66S5h<7?u4=si>=Z-D4o{h3=Clt
zjecL6<Lsj(4k`Mx$ZU9!icmGPn8NuujG92tNf{Y=813S$)Oggh5b?^O1WEj+ZIt&T
zCwg`eGVg4Rf%x4Rtt{a*`5`EwhyKaPxasPA1QucaDgKIT@i&OnFa(wxQE!?taHT&=
z%ELe%Fcyfaa<ndF*Zy3vbwe2<W!(Akw}s?9e7t|(BibA`j8O{=%(>Id1PK?m`8pmW
zgB~d5U=v+j{Ca1CiRq%-r`X2>_}=UUQ($Ld8a5JmzwI*johKaM8BzGeqgxV%jvWgJ
zj`$Q4lg>T#jr$mDYdhtK*#jT6_U+!yra#6fWK?oe2>S<5VP$SI!^^&&w~uFgFkC`V
zkcOzm;0;KBZK@$L$mzD6zW2M{061QpI~u5bZ6YCmeDoO4$pl{|(5{7A76udPEwy@i
zWu7(Ht|u3js0YoqTdAS$MB?AVeLDXI>l<HyG_L0ob%Dp%J0QR+nY8~|GH-BKeSHxy
z{tBeMyzu8qwIUE3VD9g!2M)B?X2n|k$n#03GgQ<6e;cE3dn{N+k3I}bG~Sb#s^6#!
zbLgwZBEq!3<w+7z3NhSA0|DkniKEX*OK%L8T>v{DY$Vx+A>W}bNhilu&c{2_r&MEp
zzYkz6X|(!G7y90p7n#Sg&z)UdvTh5VU6<a4!%6DjnJjjiIx3c-@U7|llb0M<r+?D$
z5l$|R{P2?yA0>@g%A>j6A3i*YjA92%<m2wdu=LJ6H)0@2<OVQe<&{MaH3*5Qj0f7r
zea3!*OuhWO!6H4PolXf6%Rh8N;GGJql%)<AaikY0_BQI6*MZ?+?JFqcd&8c8$-7fV
z1Z&BDko0+MjGdMB>-2?kCXa=nf&xV?t*Xs6w%h9$^qzxdpXC2ykO>(4{4oKQJS9uZ
zLE!E}g!%eS>^oes#4$1Btm&oiGI40VIoQgh=4xMsBfVBygwR~BvBo{3swA;>MiAa&
z;qFn%?Ub_@8U)|$S|E6pf&P13t!*Ss^A!<+`E6{V;ik{Ku`+d(y%!h+$Uf)kLz{@U
zs{kW=cLC3e3!NL|4f5jH>l_bz#F!xuPZW(PpdQ0j+GpI70gF@f8~t?k!=aJfb>B4K
zbK$k=m-=vfo+(X^riO-K{i;3?!?5oX;OVQ9qV_}F(5|k6_=>2QJ!@45icJWCd{9nK
z!L})_15^w6OgXnDJ<DRjtKt2lB1z*Dyim&=aj}BSu<VR}77^!$kLOWmGk{JBhd_jc
z#2~;#%I=kU9qv^6Kv2A^02Y5!uJNyBXk_{6{lM%dnax|tY-n`8%GQneC^a>Bbi#=k
z)C<iP63%#lWMM;V!n*T-AKuZ?s0;&nkm;4MobjNM0QtU@jsza6t)le-4V-QfJBHWw
z?O1<@PFDli2XvlL|2;~R12lW&DF+ZZjY!!RQ_bMQMR)RxD{y{epwsd|37gr3lAQQ=
zmQmsnJW#4G=NuM9UDP)%wf|k7RTgr~aa?OilCz46nvxMA5wQ1PN!es#vHC{cZ7yT{
z#CpEdZ98Sx^%WQGgXpBhhYz>3wALk2p~sHC^ddSS5M|RCevpX*ZIM|>(8y2l<lGZ?
znx>5C&rx9GVssjW{hz|j#yrYqj3-z9Mu7M4d&Mwj-}u$RLD0}p9MmHTtlg}xRG#qn
zcaotjhO2QHx5a<YkM$d)IjB85=9Dr*=*h44IJZ(gl#t;I+#13qX|vVLXo~<K%M(OV
znzpujU2ty2M}%{pk9>W#lS#4^E8w1I5c!Tk<tvCp@+?xSU9!Zp9%n#hKioxweeyhf
zQ|td(fgPNh((S);fX+AHK{nq;dlB?5JiMc{q*ub(T3i^~I~gA(52l|!;_V74Ko#d9
zGQKXrz|g^~%G%p<%6!E84zd1{%U_h~zPv93P;KiQpP981x;r@sfe6W8Oi#nAH}p=m
zbKg%Tl;v5|FX6Ae*6_kXm%~4Qd<DXA1VFJLnrMb*&#xnHNH^!tGj}$lw2dHHt7?V+
z;>n+=R_;n4{0lsu%&k7!b_7@_;0Nnme7<*b`;qw7zwLmX-}dfoXV`5$0PV6?ZHJyG
zJMRXw{zcO_({`}6rCw;(FFHD>%JTsyCEPb^%0P49hpJPTgF(B5VWeqj&VCb+TVT)<
z;!iF1pYFrkFLM+16XI_It@D4LS8t<pHr<cAIUhXX-+Cu+&#;SC0lE#|&M|HSyC;C!
zzt8V4?e(0)j?oB!(MX@~BMpGj9QZk!0*ove4GiQ0^etDRB|ZPuXiA>cY+F!(^|wvh
zj$Zx4%=2t}%p~EQAKj-W1v@7)%^PO@YwF;ZfKs>JZfwU&0?(G}pojb&YwCPHI}F@2
zbv1H)(#O^!?NlrQh)!i=0*aRP2%~#M@6V+O4C(U$P+5nv0}311ii3kMWDI;<ve6I%
zWo6AzXXy{vYF!cfuCaBn);EgbL5$F84IdH!1ruMa%d6^}x$2`PhqbZ7d(X4dSv4B!
z={TO6eb$$=(wgSt1uV+b{Xs#mLxNsYcX&lEJaRH-*5%&4-0nas$~?db^|BvxswywH
zSVwWYFIpQX`j-cCKWUUPMbDVbZ*XO7eu>fML%l#U-@Yz|DH;+5n>&Y8lJDq3Nq{~%
z+ZMCO&xIs2S2aKo3s;Gf$Y-UvQeM1Z0_6r36|Jff0cilkfhpG|E;isw)=c#TB^<Fg
zStGdXKGqrLn}vCotjvr!+`JO%M}>yI;^vp9Wc{V?tbfT`&4B;LC-X76lTJAd7@abu
z4_6ecLON7{ndVqLAUoxBjQyMt_D27yR2AM9;3Q#&mlPM*2e3`fB*xA><w4IC=glcQ
z3Zh_3V*q^>$URxNU1oqOqtiao66WKh0=)8L`d55^sJO?t-o(b<X^;(#P<iJKDRp16
zbx~Bvb0~kaxOf|sL}43Pj7|3VE=_PqIoC-;v+p$PrS^Rr3oqE}LO?Cc4=`2iZmQOX
z37$;Q-+YXJP1pkR1F-iJWyOZn$Vz}`<>N7ghSB=pmS=$#+7PW=46M0n1hq!ztX<Q4
zkZ;JP&q#c)#b`WGT+Ob&IhQC6ov)e-04m}@vStFJficih)w9;FDa}xh_%u}?`BGX4
zphYe*Eld2vJilp{<cSly*be$H14SjGKpy*E7!mM%-)w(+J%`lBk>IDjCE->@qIPYd
zERmn9q@<TPlklz90cZ?X4G2(MB;)$EF6-6r5I5WIhoEHhES4N*nxU-LaJ%)38scbP
zQtZ0XbQf9+_FByD%Z$UxCtB2SmAk@zGfVDiqt`sPt&*|~=IZm@u2B(x8M9T3Hm@kP
z6)=e6Vu`L>9vE*w+}8!64SDn4LcAUubuWpPka&~}$|=6S()8@kwShu`X!A~*Y@=YQ
z))iXdFiIIFAG6GHTm0Cc;2@Tl2mEJbX=#PIuoH>#lDj!F)&3g_8bxy--0uKk?ENsm
zW}x!H7%B7&+-aU~ppIheo?N$rZEQEed$bX<R#1(Ha>n;v5Wa_Sok)Gz$`48cat6W;
zmTL}B)z{c}#gAy~DC>Jb^(*j~WhvR%kql6(WQUPXYMHRaZzcKqk_CNuPg<y;$65fq
zuZb;h%`c3zx}slp1c5h;)l#@)%XD;AY}sqN*$bKtihqav07-2PKMa8iTRO&MW)v9S
z9XoVgNy&4)s}U3zz80}x9c6CZSZl+^p8tl5-_^}`^UAk=RTx-z3C{-WPE2&EZn8;j
zJO_QKs)D<Ytu<cA$=JI`B%IRb2ogG<9&M@!`FGU><^x-uei3h-B>LDca5>%0u#35(
zz;#{)GdBgQKqY|>GHTV>hDDB+m1z|k($ZX1Q5GYvZit;@2|98_D6AmO*#o48g~bwW
zspDs%JuVgA-d(r7me+*NUYZ64ZRN9W37$AhI_46SatO#(ChH6Ez)~qk=V2&Z!9?S`
z>EG(xwsR+O;V)eijXN~O0NkWTj|IuNtUF(01%ZnHHb_^4`gAQUTcSLi?CC*e8+ue7
zJ#<71gwge}x@u7DaeZcof_dM92ogxj@<6rzo%b=6oY^=x%9&aECEfW2%yRvPYe?5^
zPLb>tP~Y^0&%<8(3^j}=tgf|T$azn#>Ji0&c5`!6wRsu#?{`2Lm<zK6ftsf3dCM}Z
z7_TJ5mM6}fokOz)p5%I3Ncdvn6?JuVX3F<?VDuVfb8qB6u(PwvyxJHB^I__4;Z*~7
zaA*)x3t*8+ON@GIE*#FUs{v!e5bWnxdd^yx-0InDf$aHaz})~r0EE8w|Ew7f^hhVg
zs#3oWXj^89jl9+(*t&f9qWPSd0Km(pjHW0_V2Cre5HR)(W%-46M}avFLd$*UaFI>c
zcR1RgaP_KchP9OM*X|4Cs9%@@AA{1Ti?|m+e`4A#|LsWUy8Q@eVAuM~J1yV2J8$1E
zbBPs3aoc6UpL!cr1hE*~4q_y#ym$Ih(jH%ejb@J=&HVvQD(eCX>plBV-~J!mZeqoD
zB6I!+u}zpc9L(I`Yh4BEo!>ovum%4oSDz%j9XfJB!Oir~dVyTu|60J@A<kI{0txr<
zjMq<qgHw%f@CN)<p<rNGwe1KzjcrFe8j^?RZmSMBqP(4Fng8CO-g(&$g>$DqyTkuC
za^-lFk-ztb-LGyNz2bIEBJJv=)?oZqC9&hKxi9w3y8k+ThYI@BOy4%~pZ;Dd-q96a
zlzqVEUB4Qpdi~UhYBAN$)t$9actWPA$>1o<$iOKn*WOP2p+m>u7HPI&k&(u!dWs61
zm!cvg?~)ZV)E~OPd9y1(#sjILaU_+5H7Q~`@9ylTm}*?mFvEdLp8;OVeP^3<kg;(#
z(}<$eXD3zWLcdtcIp*FR9{Un7rnWSf?4no<HcH!eN!gLHV@HwKuGL?^R^MGR`Z11S
zKy0aTMN(WmbkfXQJ-J_u>dd4J4$z4y%16z8y%WCG>&+?M-JU#rXT<w+PGd*3WZ34`
zQ$E@C@z&QaU3nW7Y#0i#o1G>*Z8wL>a#xKmUHSsbX2tAfvO!fq0@1~Cyw?Lzk@AvH
zfI0*ea7s41S(%04AyimUwtIGt`+`-M4;(t*j|;|uS~<}}$9wafrWCZJH!poR&2i5A
z)2@Y;lss^YNfQoNVUTGe`*m<NPhkkopy=lYD1lw+>zTu1$>_dyInUYsMFq&}pi|$C
z_DcBKXH*X&#A$so;Vo1<HPox}WIgoUd)bS*c?nnOacMnwPD@MoR44YQUZ@HcumR<j
z0UW3RZ+?^9yjDTw69*68Hfa-*2dM(-lM%G;n{l22T-RU5Iji$C9|=C{ml}eSbk@zF
z&M(HRAH8hysXoFDgxgR*;FnyxHUVX188ihg0l`P79SDC9X`dMNIW@fChswxAi%bW(
ziz|a-)ul7YgY~aPay<&&mlW=vP*GA539kdK__4MT$Q`Su-_4?v{{mP~;L)$7M#k!;
zh`QRTf+mG#YlEYsh?3@e@LXMG0y*$*Y6rWLl1lx@k8_KT^bP|c)#n7|^~pDQs5_2R
zBt?K!*QE@$^Sunwz~lV`s;-L8bV^kanZDPfRctj&Es0NigTtZbs{WDz&keWjsbmA(
zvOFza1Zw2LR%2Nr+}+n#Ik}4pq;Mm(N1y<iJYt&aOChyLx_%hmJ>wdtWi~9hxk>bb
z92d(#){rV0KvD9#I*aTd{QMugYMO5-0qS-Kt0AI*ok~n(mkTD5Q=!tlE&xnZ;{ML;
z?(GshX<-S+Op#9V1}EEvy>I45hxLa1mj*a(>eDukPBCl{Hw{f^*Baim19*gO{fWpP
zP(46px0;W2`wxDN0ZaqF*OKf9Wh>*4!|)Om<JXv5v&b<*=lh<x5ky?pm(^z#;KK)?
zS>7Iq!l~5(cql~_03{N9Zy=BtMpYY=|5Y5s4Z}fw>pSU%<b(rWYip>4lvwapfP^C*
zUAEC4Dx|BGmDQ{AF0|WM*HY;i?4k8}6#Z-46vM#==WG9tZ@O!{_Cx+-vFN!FO7`GP
z-vb!W(!6e5Rwi&`sdHVo5MyNtXE<Oh42o*O=OGEK|G7Z)ZpUe$L{51Y#Kh!8e1_yW
z^w(_+<ya}F^BSc^Cq{U`svqm^{Y|l20%(m|ptdp<WBdwK)q%8=5+Rv4vcOpRU1Rk3
zPTLxtJ@%;5H!Q>3J1oq&3l2ghz@H7V!+{kQ#8HvV5=t2;FhEFm0Np&_YBpKl(jy`w
zf(v|<M3C|7wmo(fB5Nu{eEAvwvG4#b*Iy!|o-^||Z2c_V^Uc_=AFX5mAtz$5G5dn@
zek=T1RI|Y)SB<bDE-B6a;y9)qE;j9U7dv4Z@lBpo2$&>|jIhMK5Vl*^ipxrB?FXSv
zfkR?y+GGW2<gM|(-kU&^L-oTEpzIw$U0MNeYx1zh-1{9Ro!9Zij-h`m>U0HVH5!Is
z(T9tmlf4~hT5W4bPMj#Kr}I?-K65SC3b1jG1nMJLMI3GqymmC)B<EuZU4KA>w=RB}
zuwl@<cjLcysf(sB##2Ab(aru<liBM0%WdX`tMF>apsjT7@kr)-YTT>2`0&J9Ubrtv
z4Qlh*#i5&zC%8>a(qwbgsew!tcr8v-45V(9u*k^;JqLUYk{m7FtrmIieL-Cgy)H>B
z`08mW_y)qbfU76>%=%EmVqM)70^z_Rnah40(qC#Eall^=v~=1p!h+`in=eX1)cwEk
d9qlqD-u=#S<flJJ!N<Ea*W}e;8CP#S_+Pw3N_hYP
literal 0
HcmV?d00001
diff --git a/log/zPythonScripteTest/err_n_plots_multi/_REAL_Init__MultiSO_Rho.png b/log/zPythonScripteTest/err_n_plots_multi/_REAL_Init__MultiSO_Rho.png
new file mode 100644
index 0000000000000000000000000000000000000000..25baaca29dd0c6982ab276b6015c24a6a487b23e
GIT binary patch
literal 13747
zcmd^`cT`hbx3{An1x1A@f>I?Ypg>T1#}YuLi}a=-g7g-8z+(f9fT&25q97nudM66f
zn{**Sq)QDoKmz2hphw}n_q^}D-x%LtcMN3=*x75ZJ=a=uKJzzc0@PI%4;^4S0D(Xb
zUA=<14uR~}1^+)%?*@PQcs}YK1R~;j6>;%~`|FwhyWaF#1B7{B3))k3*$|Eke;j#;
zIBBzc_u-St)G(O%S)NIr`|;m)OZrcHPKgI6$16}VBK}}e{H)>f74htkr+ezD|EOTQ
za^(`CEC(qk&|8v(S8aRzFoQ(`gXb2AoRl;QE&WC`M5$^;5V+FlAP|?));?|s<bpGd
zdKW~W^Z(9|MXTAP5J+J^UO`4nPj4o-^|s&|(UU~<EI44(T8@fpj;<IQDn3+9tp9j{
zEGakgpc6|bG<U-m=F;Zf)L2IeFGLSqq=rOh>!;swe%E8Dr>pA;=O^JvLAGDRzmJa#
z`Sf+twy=!j@z_3YOS=1X5SLqm5szt0>NnNURoC_Ow6wKDqK(3%H7&Dr<v-hGth-#U
zpp{FIF7Wnrx#2e^r8i9X5E4g2OWPi6QkdCXaDYY$qb3<yI9}UqM1G%=BH;!1Y96-t
zUH#Pe<(c-r*o1jqzCDm<UFik`4k)s@Qes)bLYBWj9ki}RK(BNpeoR(?6O4F|{3Ix7
zwIP;$Ze<Y~!tN{SC@zs#)KWV`eF^fB+&cQi^(fcD{Ibo-DPJ*s-SK-8mmv3Yn5&ma
zByL<lt*?*ljA=oRg@8>DVR+@LqQLEA^bDc-caI)t=p|16*{>Kh?W{p#`vl!^l)$2T
zMckX{a!1up!`vKcc_r0#ruQIQ-*E3O9eIU(+e!TJ5nw<E*Q#SPHUe-%o@8gg`ufRG
z{HFCrO$i?Z8a4cgW-lY0o<&vFD9;m%j2{}4_Egf<weF@8jN<Jkqq-HX-Cl-jiQB2k
z#YXwauGGY;e#YcY6l*x<urXOg6}eCWtAA_6;ks*TQnRy*6B0__zOC=>#?JRoPDUn;
zW5}pB4Xm6&{?gPJj?dlQQbIxk+)1_h^HHo+KI;>R^(o(63oF}+ap!TF<=F`#Jp%v5
zbc1~B?rLleFL%;8AtBtRh8N+KfS&YB@1RcS;#HMPbh{z1Ltlp5y1kvBJLlmg#a%@V
zc4J@+Ltj~$g$l79mvUF9RckTPe*IcHVt$?*hgx2y)lL<W!;FOV%v)=>ShsV<5ja$1
z>pWM3?dj=XJ@NPRt7#g}EH|%s79%6s<5t_)h$}TGN9N(ctG|rm9T(7Do)&ToDs%jJ
znryBIwt&N{kO&K}RxX~8m6an)8T@<gBhIasg$5rg<EoCi4{J*|SiQf7AurObczJm}
zxngIWHIreZdhJ@HZzQ>#e{W@lK4zua%-3_$wT7NPgfN5clR_<Vv&%Va*(CVu@^vwq
z5Jy($mz37Lo=}4YOtvKvVr>LGmnW}}AKtSMAt&PYBrMD#8h@CbL2ByFe15kHc?x&>
z^r)&-DU@8*<J<!~a)f2I88^06m~Do#p#0L^eW$7#@#KoR`EvGnmqB_LdfnD%FBp7P
z?!bX-vLx@|86>LR$+vKY*sIdonts&pkG*^SuV`sC%|5IQvVWH}ZbzJ?!cM(Ynzic|
ztzBMQC9Uxpc)Fn(%3)4JBWrk9cB?O$tvCPRfPBL^IicBnMpO*^z}aFGDz=|N6(eba
z(NkkY=k;}OyC~rf0<pH$ImjLyWOYq5XvkotDQN|5RjY@jrj3!l8$Pp~#C(KFFkuiJ
znS1_MJU#8!4Wecv2^LsERRMvPcj&~<wb7&*biIjr6!vIHyM-WY0lvrUGhv8urdxD<
zDN&itPA~#7A}1FMHZrs9oKBV%J;Y^clggmI-8nTSMM<e?ZST7i<Ic89IyU;bb11tW
znKDl!jq$I~zI}Ym@)lJhn$K7zPmbnnY~oc_DLV<<^pQn*y4kMo_j{Z_*_*df_u_<>
zmIxJX^a=4eugaQY1-jk$f->0LM;o;=vE^@FMkXfC6N}4*Ec!ZtuOn6y*Vcqb=<@Ys
zppK=w13r&7kLl#*r1RMpvgx==dk9`efb&_J{AUIfxTN@0Q%(zMaYA|lCVL~tc|3oE
z=!%}`@mQTpy{}*3BGWbE6!A2A!@6@al8IDZT55_#OA5eU(p92NA}xJ<=Bt8`f1dmU
zqS7ye1P`wvm*K<x-90>HMZMm(v)=Ce<l|93Bk_^3%IA~m3=B)p_i7hJB|<r|3Z2*+
z+4ElWL}odmXctu;<EQ)gpQBl=*^l&nxLUst#IFk`9H0I~$CfqZGc7I(5bVff_ez4l
zX4pQPaY$;pt)-=9(($!D$+w92uBBzFlKVBV8!T<V#Id>cOH>euRbjGM)mo5KgZg<^
z&|{q!5ogb)99|#4QAzbGRO=MG1TTz@jjb#rh2$d^co~>;_D*x*8Lq?}|Cg^K8R45B
zQc}ir{DiBXeUh;e*qoo3eH=_&NKKfWWP%0+Ot8>>bKBqI2VT41!@~n^;N;fu$_M5&
z^1W!aK&)ul;e{QmRfz+P<NR9E9&TpAgoFg|nPPj}O#2e#_jfYvz>l4TvR;ab5vw8)
zhcWnTSEQ#s$%&TTqLvk_pJ1kW`i%T~nz$U_89s)oMS*o0sS<Sr40b7lU9-jr7kM8%
z*Wdr?iT;(b`3E+cv832wUy<0zp+UW2DK|S_n1qBpZS(q6mf5nbVVzBeVc}|JbcqiG
zR81||BDSc#a`*^0Bjqqw9S!cc@{04mb!%ei9lIW1*n*RcBESA>`BKG3evPJKp}GTZ
zPiE<A8@Hln8_UX>GiS&{4R~MQZnRYSMzC!|e6X_rlrz-L-1;OunF_LA(b8hE)>cBE
z`<5CS+DWzPJlVgJ-{|g;78P{tL=U0NjV)@Wqa;byLZ9!Iuh0C39A;IPhv#G|DvE*M
zdvW1O%e&F9+BN?EVPWI#i-}L!-SVWGA1Z)}W+vOQj!8?l5<Hh9XGjEgH(ZwFLn?|}
zqeKRiz543v6x(me#fYQ08e;D6Au3|X&1QDjE<(@GsOSzR2JeH!aR8U-g;7(zqAcqu
z$SF{eoZHAkPfy3t<#_?~-8!=@<xe$~l`vSEIFWLuy%5VlVCDb$k0dn+1g@%~(No>B
zGTq~KN=7EBFhN>4LCesvK*|myDk=H4oWmf0)+E~|efZUWG1?gN(hNN4If!#;0gT$U
zYjutF0=%izhis2^@~?xK7oRybHKFH*w*E}V0Wgknw4~qf72ig3pW$7clPo9RTVdc;
zItgF6;YKU#5TBXp)*hUFXC}yPpx;nS%NF-MBqS^(q(EwLu6J1~3?9=3NI-?%v{I#D
z7vxZ$b9W03gAX7T&y`8R<&2Q5tdN)(wj@<^n}KZKb{#q0^sf2g4C8a;px!;{+NqsZ
zd1c1)_0@-%j~WSAh*-OUxO^2sTtP<)dblgMH2e6-o~da&%zDizhY*#W{p8!XkD>NW
zLH^Wt>*=JJI3RHs8^`L8W!mNH@`(kq7T(;%%SijIWoMb-l6_F|K5n*|9%`6^iB$H-
zwCFNdcY&lVt`~K;1veIYD@TTSz;?!G_MU~UsIU*O>VDg`5l^)g%qH=6C6*yg(wS>Y
zfLFAXxbReg*739H3CM*9HbkP|^mN6SFWPEN(Kc!qOWt&URxY;<_b<g*8E6J&TP<tn
z6bXuQwViL9hH+xy#^PFt=g))KB%JbFFS7ubcyHg;YuBJ5A)LexF&c3vggx}C#4Bxm
zE4w9)BS&Azk0fU8nZmxQ31uZM&B9<(Zmc#-bc(?H#9b5=Ttp;j)_ftle(yNbNPx*<
z5*+=KlauR<)lb6uOS(%SS_n_VG#~8lghU|o&_h6D7asKa;+NmO8!If#Se|(n>G_EO
z<Kc;O^!uPw7uUsaG~Jb=MFTy<n`+rd$G!Csg}~`yPd^X?=|ce3?%uu5<mMmAgr0dc
zr8YM|pN;SH=TKb*5y)XbK&=gz%WwUaBLqt)V(*xk_RhI6pa1+A>}+8zJLCDcRn~kA
zN|<tu7hJ~eeM!!aAOc=^F)~6gBPq4%tzhgo_sv`hpMf%eG!)JW?lIQaZ=SBfHP_Zo
z(Xp|RtJyE#-xEc83TFb|#4_Opx6qjMrmLN?V^YwqOfpitB>!UA<coATF0UhR>>c#7
z4P|&UFe%h}U1(L+XlpApGu=H|B}&0qaIm&~At(E7eU)9+=~38`<KJ<G9I8HMxRKqE
z8z1b+^NQo8Muvt1Np4}Q-DLNx*VPg08>o#9Z^S9F%&%2;@{i16M;N+_9WTHB0wRYI
zt=u5CFX`kw?`wfeWV@9&7K|ueEiIYb4lRr^n3d<!Zgm;9C2<`cG;-|H{W*$BL;_f1
zF4(O%>C7^pp@DP|2k2&=IZmj>M;+XD#|0N=TuN?Bj9bSaQWCSdk}H>AcU3`Qp!KCN
zloFET{lqB&>lRz$7};@d!eW0ztbvK9SrKwbM2SIVabcl!1T(+t_&{1lrum(@fKhoy
zc6RTCQBILl&*D_NwzXkw1|bS9YU<Ak{Lhz@sd9arz#XP(Pc3;V007JOYp6LOs*mt{
zRx_qdAHr|2(&9N1_*tfI@7~jZ3-t8XqROvD`rsO<4!>R^5F$mK4K*K&n+DNAI!1{n
z@)fdm`Rp^-dx87(!|M1J_E$Aa<zp-jKDLR!;68LTL~K~>G<R$?siQ;{zi;neK0^l!
zys=TF_~#(7QFtsC5^h!cRr{2Am|PkfOlw?!JCyzLBLfu5QTe!9_4T>W1fGCI+N>={
z+l<=_`Qjejn7M+nuPmLvq~{!a-|M_0HRKDEN#O2##T^lxrB7QaS!q0U_q__~_q=vB
zvB!bO1x_LvEpcfNSiB$Cij`x8FBO1KL2?zq)<d3Gw1j{UU9c9u1W{*nez-60uS<_S
z)OGrT<j((h*N~2^Z+2Negh0~4v4*72ck+P8R0(do+3{i-X`Xu@@bn<iOqvFLfq)0x
z>jL-0!Qshb5U>^gyV-?v3jeyq^Hi##klokxuiLZ(neKtXzA%A%JE~GNw!PH$+jhS1
zzqLi-j%m@3QTGS`dVu`4nIxkXwpl66j|y2evwC#TPZN4LSe#h-ZPEFq{o7`?^ASux
ztp=9rf|2m{Whu;g`oo}Gm!we@koADSmP}W~>c<)ZH+8|<TjT&_a_GGBZ(}2~bgQ?S
z*DmYMKP)M-mHN;Hu<Ab+g)+uBwS#{dv`k_9wdQS$`Fpkhb>5cScFfM<7v>T&3R!<I
zU*h&>n|3B|d)*zDkXGKYLElR#>fX4KKffsBMPLKuc?N!l_R!s9jNLOq*v!D7pk(_i
z#I-(w@^#rWXHE<8V$#xJ!ns;E3g)I1sshV1GA)eUT8bRre0z1ZVUi@w&Yo!`Wo$*%
zuu=9ps=eNuc@SdBMm}5mrbz8#b^gH6Y76lH`q@kIPR{Sz?Lh2y>)R}$VlQk3>F`84
zh|r~rvtubKlfCS0tgKls^SN-HT<6}HLT-;)O?;QzHRQfqoI$3SDJScF7q#0g(c@DE
zEkA=2IQNMIB7&l#ZSC#D9q*qu84&D=lYV(q7=FI9M(4<fYdEaCX8nDwU-&QK8AZ$&
z=E7s5H`cwc2fbsJd|7;FMyw_{NlsA8XVf5v6LyJ3F<RWw7y%+yj`u|WA&IPN)~c=O
z<KJUgG}IZ$fF1?Gl(CUq=2s(NB1)KI?##6Bz-P>e;3rl@QOlKcx3anq<ITN5e*S$!
z%Rqjle8TLGw0PI124Fne@9Z*82)rD>E^<t{%S7A8eR=dmP>rO|P^mvcQT}W2(53ib
z(@FpZ>S0NK?|XcwxpO9_*t2tJE?+i~5pi>x@n-T=X&k{m4yYxi=J$wY=$CccWIPQF
zaB1W&sjbaNGpZg7Nl1uS40?_9ZeVz*p)q)9jaP)oBf1rcpFh8jxIN-8n`g1hRw3v+
zKMX+7HKnF}{(yiwm{a@LKbKK=f_bF~6aDfC*I7wRoTaEv;yZKnl^X?zf7pWJV38i-
z%1xVQauH7(rJ)lY=X1+*W`4p0f|9gk!|DBj+OV9#bu1)CMhbmJ-!ll+P^Wo<0i9>A
zgaHZt`ebZ!t74WJ@b_O%uHd{-ci&6EGptck35muZ%BT+<po4k|9JK0htE$Pj>b!)g
zuRl9&V1q-u7QHnZiWzAk7p;uEfBO3MTOc-lUV2*UvEB(>yX0Z}C5>qivem<`rz$A^
z9Xb#RiPff9JCX&;+q;y-jUnV{O$)mAP38L_9d$qur~=YAw-Q>4c2%UNe1Lkc!1m{G
zA5S}oODwk^3V;ck*E=K?D8udPbx1}Aob(~zlMlBi22JARdRw|lK$DR13Qi-rj|0x7
z<xcWh{bcAX7n{gZwPm$4ozzCPO}xgr?txXN6WwA~ZJ(_pSMN$lJc2njJpAMwTiDdl
z(4K!Do?!qGTqAxc=Jkpy;1}E`VcE=?OLYE%C?ypYzN)I)8lN-VVle{b0OS0n*~f-!
z<GnRgW0=j}w4`yBtfV+2u!zm5AyMdB&EtNs#*ywPnL(WH=$uwk@Lir~yn9zd=+4IS
zQbgL}!B6w{>*r62f0)4J6%>r$+iYD%MM!{68Xn%vfJR~ov5`J}6rK-sUASG{=x5Rb
zSgPYZ-)56yZ(b_NiYm2%Hmf7=UR54ASMpoBj1&DB#S5QpfwKK8IYE+GryIn1c~cC%
zRUNMu`Twzxhz2?e(#|fc?$ok*ib{>YI`j-5pLL%G1&kn!wz$pV;AW4K!opHDJbXTr
zoaK7pi9ZIDX?x28NJr@4vuF8^hJ5(Y1$!Q5;xsifdeq(^CNvapTHE8yh&aWQY(5+`
z^bl-Y!`HwAd792jjgB6>yl=&OCNu&L|7MMaUqSfDy7yKk^>md!e3Z`+;%fWACg<sX
zujfVwCA?SD{FlDBzIRk~1k&2Q;>e94Y)oEx)JFF!REsp}qL$Wjcq_`pbAFRJD`jO?
zLi+yrP=K~|zoz?%6CNN5Mcn>&Z#JJ_Y~b7lM3;ANJdgmJISdLm!kze<Dl3PHtte&`
z{T7P9k=@|CwdOo!ZN*ohT6(AM?cF>9dj~<EzLOvecD~!A6qcEq=HhcZ1304TwPm2$
zWvJ<pqA%g2WfN_&acODm?;5&0eb(_{M`xB6YakL;SbOrU-Q$CY{JA^!+$-L+jr<A-
zb5D9K);Mj`frRD7FoaC3JdKeUPTY5xyp;1WOvjrGcK&=c9<xIH8s5xrKpY=Ew&8`#
z5@DYa_kv@w*r`BF^JIT28da-Cr7A1267A${?(RPKz_;+csHos6@i}k?9)2EK_QjcJ
z=>k>DWO;UYV8B>K;t4At?#b)i)cgz$U#!PP9cqJS1SAK@)9o!s2A<+>XK3NUTJhW*
zyf2k`qOJWdX?}P@O)lpwCub(%S-{c9jXo~-!J4-d6j-+WF>+?5Fb{+lqJikO_WSCH
z?Cb^1K&b%7yo2@~9}P#nn>W$^{?Be*Hse-3Zt4X`*mib`V9VF;E{>rrTFl4C7^wE<
zO(Q#x9koAkeO%fkJ{SfZWU_Mf$<n8e7iA#HN&z&J0>o+o%=xsf)SALt*WW^oXSdjF
zD_X1g<g)v)`kMWus0<Sn93C0;3v;wcgS3Sszdvrcg9lT$Gr>-X`)8DqE(-dx@q0vN
z=yq(|K^bp%T>2jpUGYxX+fHVT|7N~pJMiN#@S{kRU6iD*W3)~zepc}p99_Sa_4Hkl
z+Q<IiFS3JD3acWw0nFJ(s4?O9CmVOX7t7zEkM5!6zIKZQ(Umhix0mZ{$7J_ju%;|4
zS}T6vO%QAT6Bq9U++yjwyt6g9zhJ-N)T=SsM-A-1`Fgv7!s-y5E)?b9zu|olFRda;
z^l;zbpuWRqLz3Hhb;lw!d`3RpX1j%(J2t@1E!DllHpsv55flV+t99c4B|D&*+)kzU
zJ-4Ct&MBNaJ7AigoNO~Z?nRiEc^(s^X?UHDsqHL01It=q!pzF5fqS;JSY+b8hPr<J
z+8u2lJw17#ZzkIfb_YITMj4r?wG{J4oWG3toGW&#s%mrpJ+4SuPRilsNYzmQi*>=M
zj4IG(R`Xfxi*n@pI0(Z0dPI$)qPDwY!1YPlk^3Le_I;n4npx_K%##}MaB~LnVum(2
zC`h;1T|bPsSEPXsgtw-9CtVP96^{xpVywYnd#;vDXZ|Nnq)P3S1a&f+G2EcIcT+Fx
zyuIy_kj;&^Kp|&q&&i36Rjbd+z3g|rJ8dHo@UOVI!w*b6$Y!cY_x1$c!yxKQg>g6N
zBAY@BaBG)bT?bXnsNmsbFWO-8qPZDh6`&JY<mr>wD^L_H#D>4n6dnyCpO50jN6Fr)
zeqa_YD<QI6@k1E023l}txpZYMM-ZiyHYpgvx5Zg1Cgf+)M#q_YC*K#nhz3f+W8<Sj
zYx%ce3!5pnguqm7dyyz!Gc%a=_zQo8LcUR{LyG^Y)2uR1BWWRj*N0;E=AMvvTi~C-
zqQuKDg3Uk0#f7c~lkQrHkja?-n&id^?J1gy`*B|!{Dp4hMvaf)i3kr^+j}!hlm+&^
zX84S}k57RAjT<-2jd<unX8Wg%RL;U=yj&SVa+g>tABztz?EeRq=mKK8>|8QZiIE-q
zQzSZP<A0QbCgy@?Tv!K_Lr{kJx&GM)u(l#i-3#|({X06=+qi7WX~Dt4VJHhTFnFp4
z<X?!4>jnBxWVv-C9Wx~_pDI{b3g{~xl1F#z^1T9r9hXXJVv*YT5Cteyp1;ss`aZq7
zc*29V;z1aHSqUNZ*b_>2Uo8F7mx%aZD@MrKJIFPTSH%n;jtgxmRmk_!itd0I=ec!2
z;Z0Fdu{3|^ji~MJ*RCG~hSSoLo#rKeN=Eiy>9{dj_D;JXXTKJZSL2-r;BYv;y+jFA
z{?elF!-nwqDf~DmtjMDZE}N44K^aj|q0cP(c|QoIXLESwhNpqX8WT=Z_3)tR{w7}L
ziD;VD-h7%PA+fYEuJg=^EJ}clzH})Zc0>S20I$I0PkW8^(59rM)I6OfwV_wK-EbPr
z*nUNdMx;L#Q_)acD;4>i3$};KMa*eS-J!peCrl20peCoJyV*yKWNJu1nyHs<85tIq
zG}X>7XZI{Asir7*8qkN9wxpb3H_-11>z=8dOx;PT8>(-r4{kl0={AsZOpNCvI<2C8
zTD~WZsS@TKklc(>{)ah&n<98%Kx&R%u4NAJdQNlTT1tu)i0ERdP~na8Fj^MziJ2J@
z>oM^Me&R!)N-g(Ehj&A1#~#r<*k{xUkml-DKg4I#tb=8)c6<D$ziz&@-Gy#SialL=
z0t2cEX=N7b>K`lix)}>4B(=MmJ^t#j_6Ou+8J8N9sJG>Gcht)1Q*6!kjRI%kGzV><
zP^h4d<@D$Mmu*@eS-#>B6}}|Ahv^L`6Nlk(7o;+fhfZxg>+4JUX52{8bGAI|IcwIi
z`N6igzXYDvZF&d2c8g4<!+wAaKQ$!2MrbkXUr~hTsn)jOcpx5H{42olJXQGa^DAVW
zV|qjSJq8dpe*Cu8Ffj~{g!=K|TTXJo3*P(@`5>#5^5ucyh5aj(G;1sL{cS{evYXtm
zh;`g~TcG*dJiG$8&r0IbZ%yWr<93DS(RsyxoU!Hh;fIa4z4T<Z(~d#Tv{DN!*1JTI
zJwbZ}MM`@F%!wByFGC;>6wT{^Cg8BKUrcaIc>8>ISpLr7#8JCn<Z-}kd+_`>w<&PC
zY_m(?Hsre1XWj7wz<#N7JWs0xe@Ey8nr{Fj22MDUH^6KID6<7iiW}V|?Sgze0v4S<
z@e*fg-|vOoVV0e%UvsW#+g{jV^&M~dZ>GE5G)TRo?&NJ-XvdRN-)!5H$qn_}spDVm
zM%i?X77bk+O0Uw9eS(8ypB7`w`>URTLQ1e)PiP^x1V4X`O~%2)ho}2f8y-ect>788
z#y3GLMW5hZJyh)2@Nk}WjZ$7gQf$ixDA2uleqAtUp`rflrOO8LNE(dY4G`{$o}OK#
zLp+qUp;&rWq!>u*<0h-(py#3dw2+XTkdW_GKD#}eoF##?;Ez96B@RjW46RqOnS&^f
zFD)rbN$D*=&B-ai$!YIaF_<^y1~-yUZ#XtH$#R9_2%DG9h=C{iy9u6Eyv$-Y$}U-p
z1pC8$`q|Z1d9E`|J}tQ#ARKl`CXa$d1n6UHBkU!ZzLzfFKECf{m!80n4~tKJ4p@W<
zTHTHvRl?iVo=Mj$;oMADfwf^wI$qXQnt8es78ij=@A_SR5;RM&$i-~dPOtu`GQF31
z1rpLnXCxFY1tXNX+66LYl;H$E9zN7sC`CkX8m4OUS`f9zn_RL0`6KYf>_Wx((j=Tz
z*eh0c%tReGm&D;*k&5rh)U?4SCLIwVq;008!<=wS=Y`l<tZ}k&zDppL=TuzUY`?E%
z(R_Quyy~%zNsNY<c&frK$n3(M^+Zs;2GtlA%`fmoi}510J}wxuC>NXL>&ewu{M7Mp
zE0~>LYNZwcvdKCh5_HCr@kEd7e8qd%^Or75wIMlqZYL@A0|uo<vamK1*%V|?>tD-0
zi+SUEp!X?DD=FpcmDJ8+TT(C~@Q$;&zJ9(x0y*{N*`CvX@kYVrZAz0a$p}EeH-_;x
zC!qBp5)^|~;jZYw0QwNKnzk7O)tLGZx@jOE&9ldi=>%Wb&<I7oxqv8k3wFpdXaTyz
zDSnwGf&uWz_lnc5HA6+!Z{2$DAFiC}e;CQ9k%fM0!wcK{=pBJSA1_~G*a~-4TNo$z
zc`e*fP*v5K>f$%`R2Y!noCN72t6$iwNLv9)AA#db?R0&AfBx`j(6t09_+UhTD^FiY
zXmQFg<F2zTry2qjvcS|><OE=Thm)F7lSZU!AV~p{Vcl-!6LSV$ZYAI<VFTpzL4K(e
zd>L*Av<OlEYQH8~5d?h$@?tHmPDRb;BI=5fksMgtaD5PgpMa*0kC#-Al1%X>TgsW(
zV~;UT$qp2mPi<D#y=V71*FEushIFY*vdBG*(ivs2y0&Hr;+lUc`BOe<Dw163A#G5)
zsyJYv9&3#QyvYMAP(HrCSrTj_muPau;U*~jJ398W#fWV7hX(JZqDp)>x;|rXVv@3W
ziXz)|F<Ix3g-6%Nr9IJ@*cM8^Lur1ND?^O9$L1qBUl<JNm{@IOuXm~4=2T{rr{@5@
zfPh*O2RJU4B|}5(%&ti+O4jv7Jroz|wx5<ZX6=hObj@ZshQ#h}P7<SPYjXmcBYACY
z$-tL1SuR)lJlg2{=;+$&>wuv6(lQxPE6u<+G=^|`)_iu!*G<FblU=T=J_m0LOy?2w
zWsGp9(xAX@o~&&n4vu_96?@mfEuu_(iL33GM~klKWu&;dV`Y4#`yJz_FfZR_m<xg!
z4!P&m50pI-_Qn!W;sW4TRw}(`_xip=lTa2G9$2de>ui}tE~*76(2b4jKujUZDI*fh
z5Xt`Z46gzzO<U`qoMpWHM5$i>)VVJhf&pbjEM+$WBA+4m70=XET~#bAlVRj9ZE%F0
z6Tpmg)iubEEFPl4=B2J!5p%}j{#Vr1m7w!0E6Xd3XT)^I#*P)(GT*>Gds`t0-A`j}
zMB)d*m?y2ecU>+_A7m0H#seo|wCjTkNm0pp*39%rz&t6Uly}8orA5`?V-Z{I-hkQ`
zDz%d1rUrUP8Lk1p7KvRH@HV`DosIdZ#7ss=9<FTu@h({QSUfA}e?lI{fqA|(y9@eA
zy2<$XxGf2oS@e{CI<m%fTXAs4Z9hds?KHhhh*csnqw*cq+Gx*|mk*#B2DHXGU(Ifp
zoI;~`qX%SM#Fs;L#GcgVzUQ1#vZ)Sc1`R%raDK0e1tjRKP`wPw>E<n&1^VfZsNyaU
zx$EGx-+Y#v`&w*Z{StyLMxxv~>4W6Te(E`cY|9i(tQsiXy?4VbWj2wTV;bQ6BJAQ0
z3xQ%7Z_BPJaFF|pAIUk84-q&(PYPR<kOm^(reAI<MC{1QDMtF2H?%r$n~&NP&)y}X
z1i+1LSgdtdqa%_nq)HGH_W`${QV<RD0x%z5F&&`bgQCDWMlV9(6rrGi4MmL50@7VW
zjKTQQETF(Ua+04Wid46i9g(G%->du}O2TZX{3NC2?&(}>u{|xDbo<*!_?(u$L1K9v
z><BCCd>wJ^pH-(=e^4^CS^e@gQw*<kMf!DUgvkv<hT~shFxc&{U%mp>>uZdx26y|w
z!(%GMCJ4mt=*mn%6Y7A|&D*R>`f%>w01BV7Co@=2{wkF{GEzuY2$la!bJ-cejk<{J
z+-Rjoe<@Y;)hs*Eayum%0pR&v06Vw6j<@r+V!mH!v?Y%1kS4-Hr?vrcN7dhTo8L9m
zUj;dEzIGN(k$U0Vv1~^{b!T}jyG!@qsx1>oe-`+_y8To}7#fcME`XW?7WxHV$>;{|
zgTE_#JF9E|UXA+wR%s%CmyVLuwmq;a+I-t1cB(=DTm{T_NY(fa;yX>SL;m~cdMjh#
z_Tupl-SMn+(3g%r?r(O#5)k;YF>0A8(jR>k2LDki-Z3)RQ0_gycHlqE2hiNl!uqP!
zwv7ef@$4OPAYa#*?4CovZAsClz$k^{|I(WD81$ohuh(UOE(1{C0MOy!a1&Gqx%#9F
zeKE<z#|i%dHaC!WI3H6QO3#)^GYyt+)WrG@4mUP>lU{*{0RE+8eL$fpt|z$f2;H}F
z;oJWKG$Um{R|COIUei||1fSdebFLtF%*6_}-$jG&Bz<4K>YSm_K!9AumJhKQi4T@_
zOsSo{dDg2k?F!3<*_u;vuRvuIv~7;O@SV=r<%^bloWA+(s;?Y7>Dm9jp($CZN#XyQ
zHG2l?>&|%kc4|Y5?1|wgXoK>6I{;k*5C{gOr$(b4E%9PG>=?5#%0mG(mY9O3g^xx+
z)xV*x4rH8gvje?VOViRT0a(QC%IeRT{WNWvb<zi{M0KjG5t0g#Mz?Qct7wv*T)Ex`
zh_zYNb4zyUFwYVutHo>SbWg7m?)k3|ZZcaX#WmGJ%QBw?=IW;dEU?5r4-e;qfetNQ
zTnzy<^TrMsA#RUnJP2eP@&|xjSXGq!Iy?ISbfPu>1-jqV3?@JFHOmG1{#SpKV&U<&
z919ERRi&1@pj&ARAUj@j+Qd~<T!)^IP=>Nj>b^Av=&Ox5a6m~uA-BT@d%UCg9hxIu
zKaUP-P!Bp_j)JiLk>7?<UN>F4hKAcpDmH{0wrkfW?7F6zBZ~n$JG%g>Iq>)pr7>`l
zs3Nw5{W?AR@2fa1=s_nO%@u0`30m)wDU1CI2eaM)F`*CiCyqyQ$jFau(B=a}bQHA=
z;Dgs!+xJ6H0A2O6TJtVSdSpd79j}s>;LKK5g=-lHHE<nctgaM|+G}ZYMXVe&1oWTT
zrb<Tb1r05bzSGju?qipSjXi9KEtpqWz%MZ+iYvf&QKGxJRqssqM3vfYG=r{D&`4Y}
zu545N;s+JtHW#VwV+Bi*Qw(JLs>j3J%>st&w`N!qaYDt`-402C8NT*PM%Knmpj#`G
zl42k$mp8h-&*8fQx?QMg2@4Acsppu5lNB8t;y|q%S-29@N|2f1mD?%>-uzh#6tmkh
zXL73b{l!C>zVW>U_KO{Tbp&6#e!}ojLj1r$3}BGa(b2oO*)45M(=G$FAlqR@lgrh3
ze-;8MeQLng=Wc9+sA|xV`Fg<iSFw*9=$~84*w3wUd~%IZ7JlYTaA3e|*Y4V0d=N{k
z0YVgrVqHQPBSS*mgios=_8tB{@STGK@%J2Mv4z|de)J|LczGK9!dx=vgMWb@Jjk6I
zVodDw^oNNqc{syd=$04@d64jKv~+%q5qy=SaXwn=QD>3b|F%&o>mcMKH3QllG-K5_
zg>DcPR3fAst75iM%0Dzm9UqKG;@G6!6Xj`eptZJg8Ff+q_W!(Js<p%9FytPN4-|O+
kPkmYE|KInLNaRnh<vhn7=Kla+#)4dxS4Cu8x_SS<01DoI{r~^~
literal 0
HcmV?d00001
diff --git a/log/zPythonScripteTest/err_n_plots_multi/_REAL_Init__MultiSO_Vp.png b/log/zPythonScripteTest/err_n_plots_multi/_REAL_Init__MultiSO_Vp.png
new file mode 100644
index 0000000000000000000000000000000000000000..0faf7a852fb05da77bb6c4d84675bd68cc91566b
GIT binary patch
literal 15460
zcmd^`XIN9)_U>`J#e#@I1*C2RVxcJtNLL9(>AfZ>(h;JD9w2Tjf`EX4NL4^Op|?OH
z(u7c@cce-QNUtGxMz;#*oW1|&ez^C;z0ZRmmRW1AIp>;d%-?w5v7TwDDbgQcJwQW4
zLw`*PrbR>Zn*sRue&284f8L*uNT8vS;=2aBqT?D#>T@yB(ch|`n>`4HABG&o-QUB1
zTJ$2Xv$jr}&16cAZHmnlFI%wcb4%@BQx(y^iZ+&8%7)6*rEgE4Wy(BwL&rx+GgE`s
z(hH;VA^Y4PmB(j>-3XjpEHl#M{TCJ*SJrw_vqi<bH^%nU(4>6oSOy(PQayT==KiPC
zk7#HTH23YIxgK};H=36UCw`|n?RRw_jRx!E!!)rM51gR6Z1exriB7g?8k+k?IkrwC
zy_5|@*l)Wx!}y~$Ny8;yKXp8fYkc+*)p#)CoY#8}wix(}eY-Bh<(@t&D!lYe$>Zwv
z+r5t`Ie5fRURd|O0%Pakcp}|8tmfY+2xc)>P+vdsja;#j4Au~x>Au%+W9mvy7eAD|
z;j}z|k8tZ@4l|g{)Al+rB=M<zkAGirh-ur5y!^YRDF(7vQef%q$j9l&VCJvewY<A_
z=MD-|Q_t6#y=1M6o9*F>2zP?RjPe%gNWJR~0gcPl8x{{~6k3x0Oj(APj;#pBDJ~TS
z-^%6&H%W46davQ)!VD2diB3!x#n-x&c&tsnDYufZ=qj2a%i+3gJw&U9kI=+QSdAAm
z^bU{`V^(}VzRufg8g)KDhyw#>wh#`NH~%=8F*DO}(j`i2&A9Fv3^KvU+H@lRvBj_-
zTalzoRA=e9xvgz`$l~<d4^S>HbqX*2`lA9u0dlV_VclikSoihJd%RoTJu{m7&OFfs
zDX$?D$Xyg_%c-89dAzuQWF{Q0;2$0w9W4O$-6CJd<*O>skR9go*9II82U^7(7rncA
z|1Gp-=wuJxxTM~iKiB<YDMHrFwJ}+}f0jhLyBDvnd&lM|%^&H;BH6u@_ZBSsmr2!U
zTP!dmHp<6t58&OB&l=R`O-HmuuPyfMiSS9iQT`<QM43Q$0dl4#Hrm3s#@wiM?EUbO
z@u~`*)-Mq{9AOH(XrRzIg=K&7=+jWUc24$XjmDmQA$*Rd<70JI7P<qJ<@FDRg}%_C
z$;rjlIP#N2`|Y}06AR0bgarHEqownS(rar~)6)?`C7VmQoKt;01#*6P6<x59K*L}y
z%r80~3DnMFW@OajbMP3g&D*`V(c2q`BgX#u=2)%?{$9u2k#TvRix&qIk6noIFte^X
zdm1WWye_@4D90B@PPdPE2Q|CMRC>W`;xV1R?XrE!eXwQ@L+(1JU6?K#U{*3-n6lRk
zUvq-LtTAT{e9HM{#^m#(AwM=ZC}V#rIgv{iUbYz%V@k&2T?KgxAA9!}hftO!WexOF
zvvz~EGw1?=lsZa8dEf44kBUL^W5a9Ax0V9h%oP+K4J>E+v7sBIMar6+-was_3aU|F
zEu11gWVdQON$NtU%yVP+e`})twdg@Qx}$+p9VnM+2?QeNp{CWRPZ>T+9fE&?vGgrx
zHcBnUCY1Drf{s*kO<Ap#++NG5bxangUQY1Q4>vU4V(q1rs#>;^n3<OrmRK*vDv$0x
z=b$nm;lvIb(V0eyix-?7$m#|!!hK3{0rDwrKPQwCCDlC1!FN1de1m%!R?*Wlj7LlM
zFW)ak@10sIu4Q=N*H?7wX($w|ya0ATtVgviHRx@ns&PF1T#mswo7H3WLOJ0DGa8zK
z*I-W=rfi-$97|n=$fb4{*jcXKS(|T5Sx%>=b`k?S$WUNj=*Jf4SM@dsS7*7<?X*`O
zhV76)II9~Tr+X{m)sUc}K2|>uDWU-$J|#{wZoSk!|45)+mzc|}xZ%ByH|676+Bq<u
z68()TzfwNbMWQy7?%NIuBErYV=d6R9BK5k2V+6B;R^M<RO8TaxYfiR<&eC+{mCQ0O
zy3DSlAVg~z&3;|>!Xu#fMyx%ww4PYp(raHT-7u4{XvBKCVwXdtS|=`qrMNGnFeL|4
z0^$9NS3rn=`L1J1@!;&q&}(I~df|qIxjQ#+26{hdhalG2t}rM>WtF5P2i-$02q;HS
zE){2H{He?4l1J^1-gB0IV%ZfTOsi~8*X<%fqxt+#wT1UayO%l6haf32ZGn6CJccr|
z_kJJ}OKl%!FoC&xe}F5-ePwY!Brq*)YGb*YQ=By>GV;tx&WmX!;9W0tyMPrIxFC%3
zTD|#nbm3M&uYTnT{Ucy(H{f#|=Tkd4`LkZD#H4VZ5*J4;<A?(4TzY@V4y=w1Fq;zb
zXQ1{y7fAzHZC!O8Y3fGhBwbu!Gc<4+c8E&`XSZ?<V$<JSkh0(mA{jK>YPN<@QXKo>
zWQ(vcDjM@ynMfC50*~r<LqD)sLrTVi)sWUQ;Ru0zrmhizf*PI8Lx@yPbiAqccsrEw
zn3Lr+H)Zwagnuqy$8}L9wHlMmI}7Cjc+A=52i}(?+QX&o%zT;fE+c$8w8*5rG%xKs
zA4=olna$bw=fT0l4;dV>lMwc)_O-#%GeV84%Zn4f9oTWNxwc{<ywUhTC+?=4dX8a6
zyeVIizY%$Th6}#}tM(U|9n>!rU_3z+YqB(jTfxn)6cu0DEhjB?c1birOG>&APhNj~
zDu%_VMAYWGZ951c>XA~WCVQq@@3KgaMO!E%@=(W)Qm;45u~Ll$eWYg?8jPhZ9FeQ`
zE3(?~A4V@nU01EYuHMK5iJ@J3ExI((ha-D>N{Zh8;&!Ua*n&E-QLgUAew=MMVdVMT
zQ-Xf~2n&vTm+MnW=V@p(?38u_MirwS&Hb~+1zS!2QPuQwHIJ*_zW;+F^SNxeYT4;d
zl1`yfwqtdeX*$Zu$tZgjyX9A^OscOf-fHqLK%!ruH=H-WlFythFe$nxV753t-`$aJ
zY_;NFq~}6q7~K~!NDuq5w@FDCDvjU9(Kk0g@r#I)eJ$BmortLHJ90#u0MEPzLqu|F
z<{xN(bV4S<o#PA$AZJ%sKGbV!T1iQnypt7ss~C{)G<k_#+-!AvA#c3lB!Tj|HegFU
z?*abtWBJ(<T%9%lG)KQz#aD!0k1HBIJ+Oco<tV!yTBBa)tFAQB^hQ1zJ~wv;DjbU$
z7oXK3!H<LayKG@$KE`jHr3~vwyWA_t{DW9^;vp{Iq0hQDm`joKlINm<2MCX&PNs`}
z?WpmfsWy}+85y8+hp80btDN@qPz-4M?%lhr#~=vXu#*tlJ)+66xTO}|WD(GIqPpqX
zv%-0{6Z$551OU>=$r&57zU*14OQ=-NfA-OoBHW%>W}guoYBiC~0cAY@HVlWJ(Er`|
zz|9*shEq6$Vf$#3(l$MAVWUYBk6z;W&p_!trQ}Dnw2IsO!5f`30N2woXO&8#Zc}ZN
zxDzs?O`lPR4y`Lz^%>jhBM?`>nclzCuIevkej6)2D~l20xTKX56NHOv3K>pWk60p*
zL&sWT`=9Gq>1<3BLuZc$?jp;viKLj?>R&ZWsWEp(p#*VL`P7L1+6Zsva`kEo0?XD!
zKy{U#uRfx`Rj3GiEn>IYyC@VKbRja5-8j$oqN7p=q}+W11oucNsW#8P=N4>au6jMB
z&#p+YJ0)RY>tkV?-60;Hcb4WOVExh-AkTXk1fbU+>D(~~p($3PffDLGHl47zIQ?*M
zBfIal!-0wKq&tgs<FxAM7yM@N1-<6NzTOGp-Xo*ODk^xu-|as4X%azpW@^f*rzL&!
zuFK7vng$*3o$Vt+``D055bEx334)C4Ed_;!=+aXw)6(LON}bR36~dzQa;YIEWw_~c
zPRypA(;UImeXqK!$K@`|0m06fASgmrUtfGBY@-DDZ{SJvvu9xpiZL5oPf3aamFn(h
z{n;n6?bumFS&>8UN8_C3SZ}E<157Ht4;S>{fyJ0}UY89FUgQMFmAznh8(hpjh7(1K
zGqSmS-k7y4ywoAk6NUqP)7E?<zVhX@ht<y~Ti&T2fpl>l7b8umg8+Ozzv$&lyvL{m
z<hWGQR8S?x^Gn%Gy3u-3k+{or=lruXa(L6lFy1Zt3^;CXj-aROk<n%cMfTMq+dc`E
z=u4*33kzq<^O(V~kLeJc!i9FbkqlyD<4sNX0nOzPMue4=N(TiAk2Mb5$P>ce{Eeoy
zHS5)*f__9$VE7T1L0L-bL`H^MC@E*0zo$^V_*yWnEdN$&PToZ(&x&*8N-S(-K|O|k
z%9gwf7MEpRS3dhL(TXs)9#_sesfmafKE+sGOgrhQXUXm|BXNGAes<Bl@53IU0(<TC
z+OyBVR;dlYx_b;me&CDhTYdC02GeELWqpxprW>UNdne;YXal6x_u)aY6CGoqeNRA$
z%h&WCe{c)2ugfeF@pf+Z0Qid^?=eh&0R2QTO&lB?;|+G366Ldc1D@#&4W+6-K)PEU
z)}AJPqieqBF<(*98kCXo_GnSL8L3<JNZ_N2)_GQbI9?gX$?1ZPyR|fHx8GsF1a|Pr
zNH&hT>aPRh|5(qL*-Np}U2(Vq4RT*gX*M_w6+@2rc&jC*u6E(U<ikd)mP}I74D3=-
zuU<_KnYgrm?AK#s@p~L5WU8u+GnyNW5S@brPEQ+Kd<%*p!cu1K_pe}l#iKP458b03
zpk|^GC=?wm9wDtyBwV|8{1|(Cc1H_w9UceXO2)v?<!E<T1I+4)sYyT0TjS5!FC-2b
zxz2q$2AP|`$A|N+K1FjG7wuV@od5I>(*|OJ$JZ6)jdMJwcoBj~Lwn)|7uZqxPiES*
zJP~YgLM<E^QZv2X^$A-t93zgt2J6nZ(Q@wSLS1WCJm_A!75H?P4~vVz>hDGd)B!wz
z4p%*&)JEiVcKSj;Wx#W?abN?ve|`UKml}0utwoIq62&)%Z$kFZw)M{=`-+{``#P?{
znD~1mBlK_NDKA3G1LNi-qCg5HXt5#)&)0^nuT1I8MbOQ1b*sWcH#3K;=%+gL3vNrh
zFPj7*uw23)YYoBd$KG^@lPKhyi%I=zYW{Qk&*WGNiLm-!_j8<>kJ5bFAR*b|Y1_TK
zlFjs$41gPH5s@h}gI;L*V`iZQ%-7EWAgGq;cRel<GQ}5rR^L5irJ5JStIj$-H5C%-
zyc8u)tc@PknSLA~Yj_fRq-q7(*IkP{^X;k6Eu>P`?HGJNhNdef5>_o*-{gonj39`3
zw@d52&-Ix-wkomE`RNu05xefpLf^2kjR6ElV#`FngQV!)PqH1zOOdWy_Z%F&dMA7b
zgt}yGY87kFgnM}{#h{&CyIRr>ih9h2A3vcra9B;dkHamb6;$Cab@Ua;I&W4Kv5Co>
zmb~;@utcb+d>A*~TyMP)11I8-A8uN0R6m&49kq9I7kJv}wsj8Z@?vE#rKrEq9$mK=
z;3VKSoeSXoW=>Q*$km=R4KedSg{PF&`i7;Iys^1VX~0CCZztv~O7jE8QFtC56%j#c
zWQa*~t(i8Xm7BM_z?|^TGNe!B9&DAaMX|8ZAm+}f<#C$J#}2Zxbmu9*FJ5};OcD=&
z9puI*Hqcn$)yQdoN{vOMzq{*Al(CTEW=D)y7tUoinT|Q5w<KhIVuGm`zXlMCFx&61
zhf6c!2#<&uC@Dh5^p}OO8)#?*bA=J`P8(UO5pRVM*Bk3fW=2Qbv*d_@kk5U%yyRGJ
z5F>J@);i#J=za5R8+y^DxQKI#R4D|cg_m)TA!r)`+XrB$)L;c?Uab4G&<wR%0pycF
zpc3F-ap&#^h;`Y9=PFH;VASqsO=Do?{>LB3_L1)YY(_=hBum^2<j9}E>9O!SNcS$#
zdhA8emNj$Zk0Y>GUA8e{-9tkfvOF&N2ZTyr(BEn3hyQf%89qe|G#k)hcP0B94r-=(
zog4DoedoE$rQ43qD_ZXbUHebBVc{coa>}0n(f1kFylo@dd9=OjxxV68w{->eM@A?6
zuU2-RIlgVkxyp^~Z%AO${_1Do_TPMA+q>y5eYbLK_1TXzCkzd%mVeEv>&ByP1DxA2
z_<v|LjsMoRnJDr6aOl?^?sg=7Z}OWOR+XR$o+YB(eB1fGJFe!>vfTFD&WHD`>Cm>m
z(g$;VJ+k}zV<VZRYyO%!l9|P}M@kynKC2|?j}`E3J?v;w>5=ngum-+A`UIDq)BkSA
zq~a8Qt+?EOnPQF|EA^tJVxa^14Tod^+fXo_pZuR!wmd&Pto9>KX*5V&($6sQWs$~}
z$hG~zZh5ZrX@=;*$P*{IxpBHg1yYa5MoYz?^la{W=Q3>_sas<THCyYhlLvt9Qvg$B
z17OZ3rii)dk`ka^nhifVcScuQSu=2g%%Gn!aHr5!8K`WXg>>K?%97A6ps?V$;ryqm
zF9)m2BMPEW{OsiOr%#EC;|hykn)5;K&aHSb#uLBXTQssFYqHiXn;1%B<cfhpcdxrd
zFEmtKkGA;iV%(0rG(BzNQX5}Jo|!Tr;1!3~h`vlnKOc#OfE9gO+SR?kU(9f0rW*t6
zG9)B0Jm+?$AjEC9ucrLz(&ECB?I7vA`JIk{an)4q>J#(tC*rDyh|AeLA7bD0uHSoU
z8x!<;sc*<0IzKZlOSTz$KUVK4EoCC%V!KqM*y8@QK#Y}6cFobL9(NS1tozR5U!3x`
z^zTXi<n|5${-lxR_cWBIruI-;3&P`s!?d(U4CWS5Qf~d`!h2{}S0*@2Y&!tB$piUg
zPjHP+xnL!jmHV}|jbh7_T@Hiyo3e4N>#jZ@6XF-OdKTsn1O<JP=Q;PD5M*^trGy{4
zwbgIoB4R&zOWgAMbv=6A(Odo?;3?ZRLJqOANLb%UYJ-m-tbq;<Yp-wBJ*v<Nu9+Si
z>rK)mUyn|BgH812;fW9JTk1jDgfh%<3W`i?JqOBDQt~LD^C_NqAQS8&ONMn@{14py
zQrc)GQ`EgwM*JkIZStcgH<}qK7Ew>f<iHfzp3a7LD{jkFJ`cj3br|g|tAO)XLGA@B
zp@c*$E-BYB1C<BfQX-_X_H@<|Tc&?xZ5)oGu4mW$!KJqot+!P;P8lNyy>fN?(sWMN
z6uUr35LkCmuA76EA}AkF<;qbBtZ<)+L(>uZ<paOb+~CH|bEc3^D9Mg5=@no%Z5mHe
zjNqHpjRYm@ntglJYcjl1EmBGddgafpBUKFh=;-b_-@C{X#LW<i$T!p13{1Asj+rGy
zd>%3>Fc%80S?ppaWEd3TTANu#7d=p8w}3`*Ml#ygF>4TPcuj((2>mI{s9(CAlJA*d
z+JNJ2iK-F2&}>;@hwhdbOY^apwxNN60#FFIyMW2p`4?qyHdl0Ek@(Xmv{D;&nR^CG
zMo6T<moLv_ww`E}0%b9POPwG638*cBdxwCEL!3!bV5Xx6kdEjFH}j-_FDjTR?#UNt
z3jW&OqYRV~kT8y8MEcs=l3l}^4IDRNW(FOXqw?4=&O1T6r8WEf%wpwuA|^aSzX_yQ
z!RiO?d*0bRq~&B5d^bD5g)^V<2U+B}TDna5%1hL<!-js}7HKSe<N0XA?XG%he}djS
zLm*N-dWHgM80|LsMpl*GU~O1doD>Xn)nTq#%4SZve1$bXyYx)o^XHLZRS_1J9|76#
zx+vcD47nzmYoIW2<zpe*)ctO}#VwKImlYsPzvmbn=-kLs+;~RSu~S;l7kZ)~=UIXT
zC=R_xqXGl93HXgEth7l={4=EmOM25t&J$2OFKO3d1w<b1B@Ad{q?D!oAA(Siirn^q
zKi=S?l4j>wCLU;V7?#!VF;#R$;5|eHNVb&&SvE(wAT<qmi?x-JWI8BgyGUkhdVJ*!
zsYeqwKYyShhG0Sxq%3gjOUcmC@IO(kV?Fl;33Aw4JB`K`Ral)R%E94JZ*zF*dE4p8
zz*}QFCUioGVki`WAjpn{MF$FC`1jr-^DmhI5kSDfuvG9QRow^~njN^jWl&dlmT1gN
zWo+H*Y@Pz|Y2W9mgPB=b%<}PYoMk9RAfVK=#K1i{->j=k40X@pnYWAQiml6;XW(t^
z)}7*W2s3e%EU}V=7=i?{>o$4v%M-t+@>CUaNMMD5#0ypS>byIwkkKY+oX;tZ7QBY-
zU^w1dnSC<NF4mh}I`qaFxCN=(QwtUuHI<JXDCve@e+#1gS&M%qXA->F!wSG`LxWSy
z>*dRHRW-r18|&@~32;xVhV0&w2U>8oO2q1Fur5^irU#`x9fJ|89J~TI%3s7eld8~M
zY5e^Bo}s?XSdZmOBgk=zE9TUxYU)V7Wgv&96xx>$$K%|b=Em!d{p((r>cBv}6|tCq
z@nUf7u{`g?6K<mc=w-#KXCL{5{8+{Eku@{bW{g|H!#&{UKypo#al<Gn`2yt_;3%Ga
zm#9A@8m_Wymmjl$Ygh9eLD{S7RJ_#Oxcc*|4@?3cl+6k<NaXAXwP%Ma`GCTVH_euo
z9q7cvbCBbNFN3kzYhh+U{b&+QKXw(;l`lQ^ut>JQ#Bg2w_wAGn(!CB#!RxAd^Gxx9
z+#jgvL}g`i>+<la2F#_E>IF>6rMK~0WC`+U$obH&YF6hgpc&kE=4cL}hNM?Ey2%2D
zh8-R0vblDRHLWk}jEmO1@Jr}rYstGGXiQD9^M|wy408XDb3<^yTi?9djM0;y>2=!N
zMB2Ey?GZ3u-9sxnGk`^P>Cd*u`vRf&GBMY1->h)Sll@?aID)+?+_p?}`#DuU_|BF#
zP)I-N7u_tzAL|(w`+=be1<QIay@tPN^H8sdE&A7?)D9E{zx{UzwS#v?-=iMoEB?fv
z%A?!KH>>?Giu=aFJ5g{a3hiJmGym<xwiD<Xx3~Y362G<o4`j`Z`oU=6<@+m-U@sKj
zJ{d-ZhE+N}yE8?8B@a99l~wV28|2#D^#7W%ZP+`QcV|a<w!t}RC}Rh3{=-0ba69qO
zTr>1$)sHmB(F`oXUh=Q!zT=T3v;^+6_y3XD?92{GpQe0l(feFve~og-jeK_`2s;uB
z(kDRn+tP)JaPC~`U(H1C$h-dLh^k+ID!h0Aq)5A$wo&sx9_^Uh30RzRTDmdDy1HTb
z$?C|}TbegsU}C-w-o3RUamj!||6j@2qTp1bc?NmuhE8i2(MBJLWGi#Y%q&f=0MoAQ
z#=UfTYYS|KzCS$|99BGc(d5NxH*SHQSsap=GeQ6sA_x&aJ`&m~h7qEwGT#O4F7D}o
z=Mi(059a-md4~lJi-&=!2|`mg>EVOdC18)#6Cm66S5h<7?u4=si>=Z-D4o{h3=Clt
zjecL6<Lsj(4k`Mx$ZU9!icmGPn8NuujG92tNf{Y=813S$)Oggh5b?^O1WEj+ZIt&T
zCwg`eGVg4Rf%x4Rtt{a*`5`EwhyKaPxasPA1QucaDgKIT@i&OnFa(wxQE!?taHT&=
z%ELe%Fcyfaa<ndF*Zy3vbwe2<W!(Akw}s?9e7t|(BibA`j8O{=%(>Id1PK?m`8pmW
zgB~d5U=v+j{Ca1CiRq%-r`X2>_}=UUQ($Ld8a5JmzwI*johKaM8BzGeqgxV%jvWgJ
zj`$Q4lg>T#jr$mDYdhtK*#jT6_U+!yra#6fWK?oe2>S<5VP$SI!^^&&w~uFgFkC`V
zkcOzm;0;KBZK@$L$mzD6zW2M{061QpI~u5bZ6YCmeDoO4$pl{|(5{7A76udPEwy@i
zWu7(Ht|u3js0YoqTdAS$MB?AVeLDXI>l<HyG_L0ob%Dp%J0QR+nY8~|GH-BKeSHxy
z{tBeMyzu8qwIUE3VD9g!2M)B?X2n|k$n#03GgQ<6e;cE3dn{N+k3I}bG~Sb#s^6#!
zbLgwZBEq!3<w+7z3NhSA0|DkniKEX*OK%L8T>v{DY$Vx+A>W}bNhilu&c{2_r&MEp
zzYkz6X|(!G7y90p7n#Sg&z)UdvTh5VU6<a4!%6DjnJjjiIx3c-@U7|llb0M<r+?D$
z5l$|R{P2?yA0>@g%A>j6A3i*YjA92%<m2wdu=LJ6H)0@2<OVQe<&{MaH3*5Qj0f7r
zea3!*OuhWO!6H4PolXf6%Rh8N;GGJql%)<AaikY0_BQI6*MZ?+?JFqcd&8c8$-7fV
z1Z&BDko0+MjGdMB>-2?kCXa=nf&xV?t*Xs6w%h9$^qzxdpXC2ykO>(4{4oKQJS9uZ
zLE!E}g!%eS>^oes#4$1Btm&oiGI40VIoQgh=4xMsBfVBygwR~BvBo{3swA;>MiAa&
z;qFn%?Ub_@8U)|$S|E6pf&P13t!*Ss^A!<+`E6{V;ik{Ku`+d(y%!h+$Uf)kLz{@U
zs{kW=cLC3e3!NL|4f5jH>l_bz#F!xuPZW(PpdQ0j+GpI70gF@f8~t?k!=aJfb>B4K
zbK$k=m-=vfo+(X^riO-K{i;3?!?5oX;OVQ9qV_}F(5|k6_=>2QJ!@45icJWCd{9nK
z!L})_15^w6OgXnDJ<DRjtKt2lB1z*Dyim&=aj}BSu<VR}77^!$kLOWmGk{JBhd_jc
z#2~;#%I=kU9qv^6Kv2A^02Y5!uJNyBXk_{6{lM%dnax|tY-n`8%GQneC^a>Bbi#=k
z)C<iP63%#lWMM;V!n*T-AKuZ?s0;&nkm;4MobjNM0QtU@jsza6t)le-4V-QfJBHWw
z?O1<@PFDli2XvlL|2;~R12lW&DF+ZZjY!!RQ_bMQMR)RxD{y{epwsd|37gr3lAQQ=
zmQmsnJW#4G=NuM9UDP)%wf|k7RTgr~aa?OilCz46nvxMA5wQ1PN!es#vHC{cZ7yT{
z#CpEdZ98Sx^%WQGgXpBhhYz>3wALk2p~sHC^ddSS5M|RCevpX*ZIM|>(8y2l<lGZ?
znx>5C&rx9GVssjW{hz|j#yrYqj3-z9Mu7M4d&Mwj-}u$RLD0}p9MmHTtlg}xRG#qn
zcaotjhO2QHx5a<YkM$d)IjB85=9Dr*=*h44IJZ(gl#t;I+#13qX|vVLXo~<K%M(OV
znzpujU2ty2M}%{pk9>W#lS#4^E8w1I5c!Tk<tvCp@+?xSU9!Zp9%n#hKioxweeyhf
zQ|td(fgPNh((S);fX+AHK{nq;dlB?5JiMc{q*ub(T3i^~I~gA(52l|!;_V74Ko#d9
zGQKXrz|g^~%G%p<%6!E84zd1{%U_h~zPv93P;KiQpP981x;r@sfe6W8Oi#nAH}p=m
zbKg%Tl;v5|FX6Ae*6_kXm%~4Qd<DXA1VFJLnrMb*&#xnHNH^!tGj}$lw2dHHt7?V+
z;>n+=R_;n4{0lsu%&k7!b_7@_;0Nnme7<*b`;qw7zwLmX-}dfoXV`5$0PV6?ZHJyG
zJMRXw{zcO_({`}6rCw;(FFHD>%JTsyCEPb^%0P49hpJPTgF(B5VWeqj&VCb+TVT)<
z;!iF1pYFrkFLM+16XI_It@D4LS8t<pHr<cAIUhXX-+Cu+&#;SC0lE#|&M|HSyC;C!
zzt8V4?e(0)j?oB!(MX@~BMpGj9QZk!0*ove4GiQ0^etDRB|ZPuXiA>cY+F!(^|wvh
zj$Zx4%=2t}%p~EQAKj-W1v@7)%^PO@YwF;ZfKs>JZfwU&0?(G}pojb&YwCPHI}F@2
zbv1H)(#O^!?NlrQh)!i=0*aRP2%~#M@6V+O4C(U$P+5nv0}311ii3kMWDI;<ve6I%
zWo6AzXXy{vYF!cfuCaBn);EgbL5$F84IdH!1ruMa%d6^}x$2`PhqbZ7d(X4dSv4B!
z={TO6eb$$=(wgSt1uV+b{Xs#mLxNsYcX&lEJaRH-*5%&4-0nas$~?db^|BvxswywH
zSVwWYFIpQX`j-cCKWUUPMbDVbZ*XO7eu>fML%l#U-@Yz|DH;+5n>&Y8lJDq3Nq{~%
z+ZMCO&xIs2S2aKo3s;Gf$Y-UvQeM1Z0_6r36|Jff0cilkfhpG|E;isw)=c#TB^<Fg
zStGdXKGqrLn}vCotjvr!+`JO%M}>yI;^vp9Wc{V?tbfT`&4B;LC-X76lTJAd7@abu
z4_6ecLON7{ndVqLAUoxBjQyMt_D27yR2AM9;3Q#&mlPM*2e3`fB*xA><w4IC=glcQ
z3Zh_3V*q^>$URxNU1oqOqtiao66WKh0=)8L`d55^sJO?t-o(b<X^;(#P<iJKDRp16
zbx~Bvb0~kaxOf|sL}43Pj7|3VE=_PqIoC-;v+p$PrS^Rr3oqE}LO?Cc4=`2iZmQOX
z37$;Q-+YXJP1pkR1F-iJWyOZn$Vz}`<>N7ghSB=pmS=$#+7PW=46M0n1hq!ztX<Q4
zkZ;JP&q#c)#b`WGT+Ob&IhQC6ov)e-04m}@vStFJficih)w9;FDa}xh_%u}?`BGX4
zphYe*Eld2vJilp{<cSly*be$H14SjGKpy*E7!mM%-)w(+J%`lBk>IDjCE->@qIPYd
zERmn9q@<TPlklz90cZ?X4G2(MB;)$EF6-6r5I5WIhoEHhES4N*nxU-LaJ%)38scbP
zQtZ0XbQf9+_FByD%Z$UxCtB2SmAk@zGfVDiqt`sPt&*|~=IZm@u2B(x8M9T3Hm@kP
z6)=e6Vu`L>9vE*w+}8!64SDn4LcAUubuWpPka&~}$|=6S()8@kwShu`X!A~*Y@=YQ
z))iXdFiIIFAG6GHTm0Cc;2@Tl2mEJbX=#PIuoH>#lDj!F)&3g_8bxy--0uKk?ENsm
zW}x!H7%B7&+-aU~ppIheo?N$rZEQEed$bX<R#1(Ha>n;v5Wa_Sok)Gz$`48cat6W;
zmTL}B)z{c}#gAy~DC>Jb^(*j~WhvR%kql6(WQUPXYMHRaZzcKqk_CNuPg<y;$65fq
zuZb;h%`c3zx}slp1c5h;)l#@)%XD;AY}sqN*$bKtihqav07-2PKMa8iTRO&MW)v9S
z9XoVgNy&4)s}U3zz80}x9c6CZSZl+^p8tl5-_^}`^UAk=RTx-z3C{-WPE2&EZn8;j
zJO_QKs)D<Ytu<cA$=JI`B%IRb2ogG<9&M@!`FGU><^x-uei3h-B>LDca5>%0u#35(
zz;#{)GdBgQKqY|>GHTV>hDDB+m1z|k($ZX1Q5GYvZit;@2|98_D6AmO*#o48g~bwW
zspDs%JuVgA-d(r7me+*NUYZ64ZRN9W37$AhI_46SatO#(ChH6Ez)~qk=V2&Z!9?S`
z>EG(xwsR+O;V)eijXN~O0NkWTj|IuNtUF(01%ZnHHb_^4`gAQUTcSLi?CC*e8+ue7
zJ#<71gwge}x@u7DaeZcof_dM92ogxj@<6rzo%b=6oY^=x%9&aECEfW2%yRvPYe?5^
zPLb>tP~Y^0&%<8(3^j}=tgf|T$azn#>Ji0&c5`!6wRsu#?{`2Lm<zK6ftsf3dCM}Z
z7_TJ5mM6}fokOz)p5%I3Ncdvn6?JuVX3F<?VDuVfb8qB6u(PwvyxJHB^I__4;Z*~7
zaA*)x3t*8+ON@GIE*#FUs{v!e5bWnxdd^yx-0InDf$aHaz})~r0EE8w|Ew7f^hhVg
zs#3oWXj^89jl9+(*t&f9qWPSd0Km(pjHW0_V2Cre5HR)(W%-46M}avFLd$*UaFI>c
zcR1RgaP_KchP9OM*X|4Cs9%@@AA{1Ti?|m+e`4A#|LsWUy8Q@eVAuM~J1yV2J8$1E
zbBPs3aoc6UpL!cr1hE*~4q_y#ym$Ih(jH%ejb@J=&HVvQD(eCX>plBV-~J!mZeqoD
zB6I!+u}zpc9L(I`Yh4BEo!>ovum%4oSDz%j9XfJB!Oir~dVyTu|60J@A<kI{0txr<
zjMq<qgHw%f@CN)<p<rNGwe1KzjcrFe8j^?RZmSMBqP(4Fng8CO-g(&$g>$DqyTkuC
za^-lFk-ztb-LGyNz2bIEBJJv=)?oZqC9&hKxi9w3y8k+ThYI@BOy4%~pZ;Dd-q96a
zlzqVEUB4Qpdi~UhYBAN$)t$9actWPA$>1o<$iOKn*WOP2p+m>u7HPI&k&(u!dWs61
zm!cvg?~)ZV)E~OPd9y1(#sjILaU_+5H7Q~`@9ylTm}*?mFvEdLp8;OVeP^3<kg;(#
z(}<$eXD3zWLcdtcIp*FR9{Un7rnWSf?4no<HcH!eN!gLHV@HwKuGL?^R^MGR`Z11S
zKy0aTMN(WmbkfXQJ-J_u>dd4J4$z4y%16z8y%WCG>&+?M-JU#rXT<w+PGd*3WZ34`
zQ$E@C@z&QaU3nW7Y#0i#o1G>*Z8wL>a#xKmUHSsbX2tAfvO!fq0@1~Cyw?Lzk@AvH
zfI0*ea7s41S(%04AyimUwtIGt`+`-M4;(t*j|;|uS~<}}$9wafrWCZJH!poR&2i5A
z)2@Y;lss^YNfQoNVUTGe`*m<NPhkkopy=lYD1lw+>zTu1$>_dyInUYsMFq&}pi|$C
z_DcBKXH*X&#A$so;Vo1<HPox}WIgoUd)bS*c?nnOacMnwPD@MoR44YQUZ@HcumR<j
z0UW3RZ+?^9yjDTw69*68Hfa-*2dM(-lM%G;n{l22T-RU5Iji$C9|=C{ml}eSbk@zF
z&M(HRAH8hysXoFDgxgR*;FnyxHUVX188ihg0l`P79SDC9X`dMNIW@fChswxAi%bW(
ziz|a-)ul7YgY~aPay<&&mlW=vP*GA539kdK__4MT$Q`Su-_4?v{{mP~;L)$7M#k!;
zh`QRTf+mG#YlEYsh?3@e@LXMG0y*$*Y6rWLl1lx@k8_KT^bP|c)#n7|^~pDQs5_2R
zBt?K!*QE@$^Sunwz~lV`s;-L8bV^kanZDPfRctj&Es0NigTtZbs{WDz&keWjsbmA(
zvOFza1Zw2LR%2Nr+}+n#Ik}4pq;Mm(N1y<iJYt&aOChyLx_%hmJ>wdtWi~9hxk>bb
z92d(#){rV0KvD9#I*aTd{QMugYMO5-0qS-Kt0AI*ok~n(mkTD5Q=!tlE&xnZ;{ML;
z?(GshX<-S+Op#9V1}EEvy>I45hxLa1mj*a(>eDukPBCl{Hw{f^*Baim19*gO{fWpP
zP(46px0;W2`wxDN0ZaqF*OKf9Wh>*4!|)Om<JXv5v&b<*=lh<x5ky?pm(^z#;KK)?
zS>7Iq!l~5(cql~_03{N9Zy=BtMpYY=|5Y5s4Z}fw>pSU%<b(rWYip>4lvwapfP^C*
zUAEC4Dx|BGmDQ{AF0|WM*HY;i?4k8}6#Z-46vM#==WG9tZ@O!{_Cx+-vFN!FO7`GP
z-vb!W(!6e5Rwi&`sdHVo5MyNtXE<Oh42o*O=OGEK|G7Z)ZpUe$L{51Y#Kh!8e1_yW
z^w(_+<ya}F^BSc^Cq{U`svqm^{Y|l20%(m|ptdp<WBdwK)q%8=5+Rv4vcOpRU1Rk3
zPTLxtJ@%;5H!Q>3J1oq&3l2ghz@H7V!+{kQ#8HvV5=t2;FhEFm0Np&_YBpKl(jy`w
zf(v|<M3C|7wmo(fB5Nu{eEAvwvG4#b*Iy!|o-^||Z2c_V^Uc_=AFX5mAtz$5G5dn@
zek=T1RI|Y)SB<bDE-B6a;y9)qE;j9U7dv4Z@lBpo2$&>|jIhMK5Vl*^ipxrB?FXSv
zfkR?y+GGW2<gM|(-kU&^L-oTEpzIw$U0MNeYx1zh-1{9Ro!9Zij-h`m>U0HVH5!Is
z(T9tmlf4~hT5W4bPMj#Kr}I?-K65SC3b1jG1nMJLMI3GqymmC)B<EuZU4KA>w=RB}
zuwl@<cjLcysf(sB##2Ab(aru<liBM0%WdX`tMF>apsjT7@kr)-YTT>2`0&J9Ubrtv
z4Qlh*#i5&zC%8>a(qwbgsew!tcr8v-45V(9u*k^;JqLUYk{m7FtrmIieL-Cgy)H>B
z`08mW_y)qbfU76>%=%EmVqM)70^z_Rnah40(qC#Eall^=v~=1p!h+`in=eX1)cwEk
d9qlqD-u=#S<flJJ!N<Ea*W}e;8CP#S_+Pw3N_hYP
literal 0
HcmV?d00001
diff --git a/log/zPythonScripteTest/err_n_plots_multi/errors_multis.py b/log/zPythonScripteTest/err_n_plots_multi/errors_multis.py
new file mode 100644
index 00000000..fb899142
--- /dev/null
+++ b/log/zPythonScripteTest/err_n_plots_multi/errors_multis.py
@@ -0,0 +1,207 @@
+# Error Berechnung für Multi Rekonstruktionen
+import pyvista as pv
+import numpy as np
+
+def plotReal(plotter):#Das ist dum benannt, aber bleibt halt jetzt so. solle: "plotIter" heißen
+ plotter.screenshot('IterPlot__' + titlePrefix[j] + '_' + iter_fnName.format(nriter) + '.png')
+
+def plotDiff(plotter):
+ plotter.screenshot('DiffPlot__' + titlePrefix[j] + '_' + iter_fnName.format(nriter) + '.png')
+
+def plotInitReal(plotter):
+ plotter.screenshot('_REAL_Init__' + titlePrefix[j] + '_' + prefix[k] + '.png')
+
+path = ['/home/lionbart/Desktop/Logs_Plots_MA/2023_06_30_MultiHighRes_SO/',
+ '/home/lionbart/Desktop/Logs_Plots_MA/2023_07_06_Multi_FO_Iter10/'
+ ]
+titlePrefix = ['MultiSO', 'MultiFO']
+prefix = ['Vp', 'Rho']
+
+
+######Pseudoconfig Area######
+makeMapping = False
+frame = [650, 1300, 370, 1620]
+zoom = 2.2
+createPlot = True #Bei True musst du q drücken die ganze Zeit oder das fixen
+plotOffScreen = False #Der Screenshot ist anders, wenn offScreen geplotted wird :(( wtf
+
+with open('FehlerMulti.txt', 'w') as outfile:
+ outfile.write('Große Fehlerberechnung ' + '\n')
+with open('FehlerMultiInfNorm.txt', 'w') as outfile:
+ outfile.write('Infinity Norm für Tikzpicture formatiert ' + '\n')
+
+for j in range(2): #Schleife über path
+ for k in range(2): #Schleife über prefix
+ if j == 0 and k == 0:
+ real_fn = 'Vp_fwi_m_real.vtu'
+ initial_fn = 'Vp_fwi_m_initial.vtu'
+ iter_fn = 'Vp__fwi_FWISO_iterate_m_allshots_5_{}.vtu'
+ iter_fnName = 'Vp__fwi_FWISO_iterate_m_allshots_5_{}'
+ climIter = [3400, 3640]#ist das noch aktuell und gewollt?
+ elif j == 0 and k == 1:
+ real_fn = 'Rho_fwi_m_real.vtu'
+ initial_fn = 'Rho_fwi_m_initial.vtu'
+ iter_fn = 'Rho__fwi_FWISO_iterate_m_allshots_5_{}.vtu'
+ iter_fnName = 'Rho__fwi_FWISO_iterate_m_allshots_5_{}'
+ elif j == 1 and k == 0:
+ real_fn = 'Vp_fwi_m_real.vtu'
+ initial_fn = 'Vp_fwi_m_initial.vtu'
+ iter_fn = 'Vp__fwi_CGREGINNCanonic_iterate_m_allshots_5_{}.vtu'
+ iter_fnName = 'Vp__fwi_CGREGINNCanonic_iterate_m_allshots_5_{}'
+ elif j == 1 and k == 1:
+ real_fn = 'Rho_fwi_m_real.vtu'
+ initial_fn = 'Rho_fwi_m_initial.vtu'
+ iter_fn = 'Rho__fwi_CGREGINNCanonic_iterate_m_allshots_5_{}.vtu'
+ iter_fnName = 'Rho__fwi_CGREGINNCanonic_iterate_m_allshots_5_{}'
+ else:
+ print('ich verstehe das noch nicht. Filenames ändern ist schwierig')
+ print('j pathschleife = ' + str(j) + ' und k = ' + str(k) + ' und ' + iter_fnName)
+
+ real_vtu = pv.read(path[j] + real_fn)
+ real_vtu_cells = real_vtu.cell_centers()
+ initial_vtu = pv.read(path[j] + initial_fn)
+ initial_vtu_cells = initial_vtu.cell_centers()
+ iter_vtu = pv.read(path[j] + iter_fn.format(0))
+
+ iter_vtu_celldata = iter_vtu.cell_data[prefix[k]]
+ real_vtu_celldata = real_vtu.cell_data[prefix[k]]
+ initial_vtu_celldata = initial_vtu.cell_data[prefix[k]]
+ result_vtu = pv.read(path[j] + real_fn)
+ result_vtu_celldata = result_vtu.cell_data[prefix[k]]
+
+ pointmapping = [] # Hält Geometrie fest (die teils nicht übereinstimmt)
+ if makeMapping:
+ for (i, p) in enumerate(real_vtu_cells.points):
+ if frame[0] > p[0] or p[0] > frame[1]:
+ #if 1000 > p[0] or p[0] > 1100:
+ result_vtu_celldata[i] = 0
+ continue
+ elif frame[2] > p[1] or p[1] > frame[3]:
+ #elif 700 > p[1] or p[1] > 800:
+ result_vtu_celldata[i] = 0
+ continue
+ pointmapping.append((i, iter_vtu.find_containing_cell(p)))
+ pointmapSave = np.array(pointmapping)
+ file = open(titlePrefix[j] + '_' + prefix[k] + "_pointmapping.npy", "wb")
+ # save array to the file
+ np.save(file, pointmapSave)
+ # close the file
+ file.close
+ else:
+ #Reuse the already created pointmapping file.
+ file = open(titlePrefix[j] + '_' + prefix[k] + "_pointmapping.npy", "rb")
+ pointmapping = np.load(file)
+ file.close
+ for (i, p) in enumerate(real_vtu_cells.points):
+ if frame[0] > p[0] or p[0] > frame[1]:
+ result_vtu_celldata[i] = 0
+ elif frame[2] > p[1] or p[1] > frame[3]:
+ result_vtu_celldata[i] = 0
+
+ with open('FehlerMulti.txt', 'a') as outfile:
+ outfile.write('Fehlerberechnung ' + titlePrefix[j] + '_' + prefix[k] + '\n')
+ with open('FehlerMultiInfNorm.txt', 'a') as outfile:
+ outfile.write('Fehlerberechnung InfNorm' + titlePrefix[j] + '_' + prefix[k] + '\n')
+
+ #Berechne Fehler: Real - Homogen
+ print(titlePrefix[j] + '_' + prefix[k] + 'Homogenes Feld Wert')
+ for t in pointmapping:
+ result_vtu_celldata[t[0]] = real_vtu_celldata[t[0]] - initial_vtu_celldata[t[1]]
+ RealMinusInit = np.array(result_vtu_celldata)
+ RealMinusInitNorm = np.linalg.norm(RealMinusInit)
+ #RealMinusInit = np.reshape(RealMinusInit, -1)
+
+ RealMinusInitInfNorm = max(abs(RealMinusInit))
+ #np.linalg.norm(RealMinusInit, ord=np.inf)
+
+ norm = np.zeros(10)
+ infnorm = np.zeros(10)
+ for nriter in range(10): # 10):
+ plPlot = pv.Plotter(window_size=(600, 1000), off_screen = plotOffScreen) # Plotter für Ergebnis bauen
+ #pl = pv.Plotter(window_size=(600, 1000), off_screen = plotOffScreen) # Plotter für Differenz bauen
+
+ iter_vtu_celldata = pv.read(path[j] + iter_fn.format(nriter)).cell_data[prefix[k]]
+ for t in pointmapping:
+ result_vtu_celldata[t[0]] = real_vtu_celldata[t[0]] - iter_vtu_celldata[t[1]]
+ ### Fehlerberechnung
+ resultNp = np.array(result_vtu_celldata)
+ norm[nriter] = np.linalg.norm(resultNp)
+ infnorm[nriter] = max(abs(resultNp))
+ #Formatierung schon für tikzpicture
+ with open('FehlerMulti.txt', 'a') as outfile:
+ outfile.write('(' + repr(nriter + 1) + ',' + str(np.around(norm[nriter]/RealMinusInitNorm, 4)) + ')')
+ with open('FehlerMultiInfNorm.txt', 'a') as outfile:
+ outfile.write('(' + repr(nriter + 1) + ',' + str(np.around(infnorm[nriter]/RealMinusInitInfNorm, 4)) + ')')
+
+
+ ### Plot Config
+ legende = dict(height=0.1, position_x=0.2, position_y=0.06)#Gut aktuell!!
+ legendeDiff = dict(height=0.1, position_x=0.2, position_y=0.06)
+ annotationsDiff = {0: "0"}
+ if prefix[k] == 'Vp':
+ annotationsIter = {3500: "3500"}
+ climIter = [3250, 3750]#äEventuell für höhere Iterationen schlecht!?
+ climReal = [3325, 3850]#Neu: 3335 und 3850, damit Farben ähnlich zu Monoparam #Alt:3500 - 175 und 3500 + 175
+ climReal = [3325, 3675]#3500 - 175 und 3500 + 175 Idee, dass symmetrie plotting arbeit spart...
+ elif prefix[k] == 'Rho':
+ annotationsIter = {2000: "2000"}
+ climIter = [1900, 2100]#Eventuell für höhere Iterationen schlecht!?
+ climReal = [1900, 2200]#Neu 1900, 2200, s.o. #Alt:2000 - 100 und 2000 + 100
+ climReal = [1900, 2100]#2000 - 200 und 2000 + 200 Idee, dass symmetrie plotting arbeit spart...
+
+ iter_vtu = pv.read(path[j] + iter_fn.format(nriter))
+ iter_vtu_celldata = iter_vtu.cell_data[prefix[k]]
+
+ legendeTest = dict(background_color = [0,0,0],
+ fmt='%4.0f', n_labels = 5,
+ vertical = True, position_x = 0.8, position_y = 0.1, height = 0.8, width= 0.2,
+ label_font_size = 30, title_font_size = 40,
+ #interactive = True, #shadow = False, outline = False,
+ color = [0,0,0],)
+
+ if createPlot:
+ ### Plot Iteration (For figures in MA)
+ _ = plPlot.add_mesh(iter_vtu, scalar_bar_args = legendeTest, clim=climReal, cmap = 'RdYlBu') #, annotations=annotationsIter)
+ plPlot.camera_position = [(1100.0014953613281, 1000.0, 6512.327012542534),#position
+ (1100.0014953613281, 1000.0, 0.0), #focal point
+ (0.0, 1.0, 0.0)] #set_viewup
+ #plPlot.camera_position = 'xy'
+ #plPlot.show_axes()
+ plPlot.camera.zoom(zoom)
+ print(plPlot.camera_position)
+ plPlot.show(before_close_callback=plotReal)
+
+ ### Plot Diff
+ #_ = pl.add_mesh(result_vtu, scalar_bar_args = legendeDiff, annotations=annotationsDiff, cmap = 'RdYlBu')
+ #pl.set_viewup([0, 1, 0])
+ #pl.camera.zoom(zoom)
+ ####pl.show(screenshot = 'diffplot'+iter_fn.format(nriter)+'.png')
+ #pl.show(before_close_callback=plotDiff)
+ if nriter == 0 and createPlot == True:
+ #CreatePlot of Real_Init
+ plVp = pv.Plotter(window_size=(600, 1000), off_screen = plotOffScreen)
+ _ = plVp.add_mesh(real_vtu, scalar_bar_args = legendeTest, clim=climReal, cmap = 'RdYlBu')
+ #, annotations = annotationsIter
+ plVp.camera_position = [(1100.0014953613281, 1000.0, 6512.327012542534),#position
+ (1100.0014953613281, 1000.0, 0.0), #focal point
+ (0.0, 1.0, 0.0)] #set_viewup
+ plVp.camera.zoom(zoom)
+ plVp.show(before_close_callback=plotInitReal)
+ ####pl.show(screenshot = 'diffplot'+iter_fn.format(nriter)+'.png')
+
+ # window_size = (200, 200),
+ norm = np.array(norm)
+ normNormalized = norm/RealMinusInitNorm#norm[0]
+ normNormalized = np.around(normNormalized, 4)
+ with open('FehlerMulti.txt', 'a') as outfile:
+ outfile.write('\n' + repr(norm) + '\n')
+ outfile.write(repr(normNormalized) + '\n')
+ outfile.write('\n\n')
+
+ infnormNormalized = infnorm/RealMinusInitInfNorm
+ infnormNormalized = np.around(infnormNormalized, 4)
+ with open('FehlerMultiInfNorm.txt', 'a') as outfile:
+ outfile.write('\n' + repr(infnorm) + '\n')
+ outfile.write(repr(infnormNormalized) + '\n')
+ outfile.write('\n\n')
+
diff --git a/tools/plottools/errors.py b/tools/plottools/errors.py
new file mode 100644
index 00000000..bc49447e
--- /dev/null
+++ b/tools/plottools/errors.py
@@ -0,0 +1,119 @@
+import pyvista as pv
+import numpy as np
+path='/home/lionbart/Desktop/Logs_Plots_MA/2023_06_27_noIC_VpMono_HighResolution/'
+real_fn = 'Vp_fwi_m_real.vtu'
+initial_fn = 'Vp_fwi_m_initial.vtu'
+iter_fn = 'Vp__fwi_FWISO_iterate_m_allshots_5_{}.vtu'
+iter_fnName = 'Vp__fwi_FWISO_iterate_m_allshots_5_{}'
+#real_fn = 'Vp_fwi_m_real.csv'
+#initial_fn = 'Vp_fwi_m_initial.csv'
+#iter_fn = 'Vp__fwi_FWISO_iterate_m_allshots_5_0.csv'
+
+def plotReal(plotter):
+ plotter.screenshot('DiffPlot'+iter_fnName.format(nriter)+'.png')
+
+def plotDiff(plotter):
+ plotter.screenshot('ResultPlot'+iter_fnName.format(nriter)+'.png')
+
+#real_centers = pv.read(path+real_fn).cell_centers()
+#exit()
+real_vtu = pv.read(path+real_fn)
+real_vtu_cells=real_vtu.cell_centers()
+initial_vtu = pv.read(path+initial_fn)
+iter_vtu = pv.read(path+iter_fn.format(0))
+
+iter_vtu_celldata = iter_vtu.cell_data['Vp']
+real_vtu_celldata=real_vtu.cell_data['Vp']
+result_vtu = pv.read(path+real_fn)
+result_vtu_celldata = result_vtu.cell_data['Vp']
+#initial_data = pv.read(path+initial_fn)
+#iter_data = pv.read(path+iter_fn)
+pointmapping =[] #Hält Geometrie fest (die teils nicht übereinstimmt)
+for (i,p) in enumerate(real_vtu_cells.points):
+ #if 450 > p[0] or p[0] > 1500:
+ if 1000 > p[0] or p[0] > 1100:
+ result_vtu_celldata[i] = 0
+ continue
+ elif 700 > p[1] or p[1] > 800:
+ #elif 300 > p[1] or p[1] > 1690:
+ result_vtu_celldata[i] = 0
+ continue
+ pointmapping.append((i,iter_vtu.find_containing_cell(p)))
+
+#Plot Real Initial Field
+#plReal = pv.Plotter()
+#_ = plReal.add_mesh(real_vtu)
+
+for nriter in range(2):
+ plPlot = pv.Plotter() #Plotter für Ergebnis bauen
+ pl = pv.Plotter() #Plotter für Differenz bauen
+
+ iter_vtu_celldata = pv.read(path+iter_fn.format(nriter)).cell_data['Vp']
+
+ for t in pointmapping:
+ result_vtu_celldata[t[0]] = real_vtu_celldata[t[0]] - iter_vtu_celldata[t[1]]
+ #result_vtu.plot() #abgelöst durch pl = pv.Plotter()
+
+ #Plot Iteration
+ _ = plPlot.add_mesh(iter_vtu)
+ plPlot.set_viewup([0, 1, 0])
+ plPlot.camera.zoom(3)
+ plPlot.show(before_close_callback = plotReal)
+
+ #Plot Diff
+ _ = pl.add_mesh(result_vtu)
+# _ = pl.add_mesh(result_vtu)
+ pl.set_viewup([0, 1, 0])
+ pl.camera.zoom(3)
+ ####pl.show(screenshot = 'diffplot'+iter_fn.format(nriter)+'.png')
+ pl.show(before_close_callback = plotDiff)
+exit()
+
+
+
+ #pl.view_xy()
+ #pl.export_obj('diffplot'+iter_fn.format(nriter)+'.obj') #Kann man machen, muss man aber nicht.
+ #pl.save_graphic('diffplot'+iter_fn.format(nriter)+'.svg')
+
+
+#import pyvista as pv
+#>>> true_vtu = pv.read('Vp_fwi_m_real.vtu')
+#>>> true_vtu_data = pv.read('Vp_fwi_m_real.vtu'
+
+#>>> true_vtu_data = true_vtu.cell_data['Vp']
+
+#>>> true_vtu_data
+#pyvista_ndarray([3500., 3500., 3500., ..., 3500., 3500., 3500.],
+# dtype=float32)
+#>>> iter_data = pv.read('Vp__fwi_FWISO_iterate_m_allshots_5_14.vtu').cell_data['Vp']
+#>>> iter_data
+#pyvista_ndarray([3500., 3500., 3500., ..., 3500., 3500., 3500.],
+# dtype=float32)
+#>>> diff = true_vtu_data-iter_data
+
+#>>> import numpy as np
+#>>> diffnp = np.array(diff)
+#>>> diffnp
+#array([0., 0., 0., ..., 0., 0., 0.], dtype=float32)
+#>>> diffnp.norm()
+#Traceback (most recent call last):
+# File "<stdin>", line 1, in <module>
+#AttributeError: 'numpy.ndarray' object has no attribute 'norm'
+#>>> diff.linalg.norm()
+
+#>>> np.linalg.norm(diff)
+#9635.88
+#>>> initial_data = pv.read('Vp_fwi_m_initial.vtu').cell_data['Vp']
+#>>> np.linalg.norm(initial_data-true_vtu_data)
+#6858.548
+#>>> iter_data = pv.read('Vp__fwi_FWISO_iterate_m_allshots_5_1.vtu').cell_data['Vp']
+#>>> diff = true_vtu_data-iter_data
+#>>> np.linalg.norm(diff)
+#8466.148
+#>>> np.linalg.norm(diff,ord=2)
+##8466.148
+#>>> iter_data = pv.read('Vp__fwi_FWISO_iterate_m_allshots_5_0.vtu').cell_data['Vp']
+#>>> diff = true_vtu_data-iter_data
+#>>> np.linalg.norm(diff,ord=2)
+#8278.743
+##
diff --git a/tools/plottools/errorsCSV.py b/tools/plottools/errorsCSV.py
new file mode 100644
index 00000000..5c6b89d7
--- /dev/null
+++ b/tools/plottools/errorsCSV.py
@@ -0,0 +1,75 @@
+import pyvista as pv
+import numpy as np
+path='/home/lionbart/Desktop/Logs_Plots_MA/2023_06_27_noIC_VpMono_HighResolution/ClipCSV/'
+#real_fn = 'Vp_fwi_m_real.vtu'
+#initial_fn = 'Vp_fwi_m_initial.vtu'
+#iter_fn = 'Vp__fwi_FWISO_iterate_m_allshots_5_0.vtu'
+real_fn = 'Vp_fwi_m_real.csv'
+initial_fn = 'Vp_fwi_m_initial.csv'
+iter_fn = 'Vp__fwi_FWISO_iterate_m_allshots_5_0.csv'
+
+import csv
+
+with open('file.csv', 'r') as file:
+ reader = csv.reader(file)
+ for row in reader:
+ print(row)
+
+#real_centers = pv.read(path+real_fn).cell_centers()
+#exit()
+#real_data = pv.read(path+real_fn).cell_data['Vp']
+#initial_data = pv.read(path+initial_fn).cell_data['Vp']
+#iter_data = pv.read(path+iter_fn).cell_data['Vp']
+real_data = pv.read(path+real_fn)
+initial_data = pv.read(path+initial_fn)
+iter_data = pv.read(path+iter_fn)
+diff = real_data-iter_data
+difftrue = real_data-initial_data
+print("true - initial")
+print(np.linalg.norm(difftrue))
+print("true-iter")
+print(np.linalg.norm(diff))
+
+exit()
+
+#import pyvista as pv
+#>>> true_vtu = pv.read('Vp_fwi_m_real.vtu')
+#>>> true_vtu_data = pv.read('Vp_fwi_m_real.vtu'
+
+#>>> true_vtu_data = true_vtu.cell_data['Vp']
+
+#>>> true_vtu_data
+#pyvista_ndarray([3500., 3500., 3500., ..., 3500., 3500., 3500.],
+# dtype=float32)
+#>>> iter_data = pv.read('Vp__fwi_FWISO_iterate_m_allshots_5_14.vtu').cell_data['Vp']
+#>>> iter_data
+#pyvista_ndarray([3500., 3500., 3500., ..., 3500., 3500., 3500.],
+# dtype=float32)
+#>>> diff = true_vtu_data-iter_data
+
+#>>> import numpy as np
+#>>> diffnp = np.array(diff)
+#>>> diffnp
+#array([0., 0., 0., ..., 0., 0., 0.], dtype=float32)
+#>>> diffnp.norm()
+#Traceback (most recent call last):
+# File "<stdin>", line 1, in <module>
+#AttributeError: 'numpy.ndarray' object has no attribute 'norm'
+#>>> diff.linalg.norm()
+
+#>>> np.linalg.norm(diff)
+#9635.88
+#>>> initial_data = pv.read('Vp_fwi_m_initial.vtu').cell_data['Vp']
+#>>> np.linalg.norm(initial_data-true_vtu_data)
+#6858.548
+#>>> iter_data = pv.read('Vp__fwi_FWISO_iterate_m_allshots_5_1.vtu').cell_data['Vp']
+#>>> diff = true_vtu_data-iter_data
+#>>> np.linalg.norm(diff)
+#8466.148
+#>>> np.linalg.norm(diff,ord=2)
+##8466.148
+#>>> iter_data = pv.read('Vp__fwi_FWISO_iterate_m_allshots_5_0.vtu').cell_data['Vp']
+#>>> diff = true_vtu_data-iter_data
+#>>> np.linalg.norm(diff,ord=2)
+#8278.743
+##
diff --git a/tools/plottools/fwiPlot.py b/tools/plottools/fwiPlot.py
new file mode 100644
index 00000000..2a314541
--- /dev/null
+++ b/tools/plottools/fwiPlot.py
@@ -0,0 +1,294 @@
+import fwiPlotLib
+import pyvista as pv
+import os.path
+import os
+from time import time
+LSDFpath = '/home/cr/LSDF/'
+
+
+
+class PlotConfig:
+ def __init__(self):
+ self.name = ''
+ self.fn_shots = ''
+ self.input_path = '/tmp/'
+ self.algo = ''
+ self.fn_input_final = ''
+ self.fn_input_true = ''
+ self.fn_input_initial = ''
+
+ self.path_errors = ''
+ self.final = 100
+
+ self.fn_output_final = ''
+ self.fn_output_true = ''
+ self.fn_output_initial = ''
+ self.fn_output_diff = ''
+
+ self.data_name = ''
+
+ self.bounding_box = [(-100000, 100000), (-100000, 100000)]
+
+ self.cmap = 'RdYlBu'
+
+ self.midpoint_iterate = 1.0
+ self.vmin_iterate = -1000
+ self.vmax_iterate = 1000
+
+ self.midpoint_diff = 0.0
+ self.vmin_diff = -1000
+ self.vmax_diff = 1000
+
+ self.ticks_middle = []
+
+ self.normalization_value = -100000
+
+ self.normone = None
+ self.normtwo = None
+
+ self.plotting = False
+ self.plot_iterates = False
+ self.errors = True
+ self.frequency = ''
+
+
+ def __init__(self, dict, lsdf=False):
+ self.name = dict['name']
+ self.fn_shots = dict['fn_shots']
+ self.frequency = dict['frequency']
+
+ if lsdf is True:
+ self.input_path = LSDFpath + dict['input_path']
+ else:
+ self.input_path = dict['input_path']
+ self.algo = dict['algo']
+ self.fn_input_true = self.input_path + dict['fn_input_true']
+ self.fn_input_initial = self.input_path + dict['fn_input_initial']
+
+ self.final = dict['final']
+
+ self.pdf_output_path = self.input_path + dict['pdf_path']
+ if os.path.exists(self.pdf_output_path) is False:
+ os.mkdir(self.pdf_output_path)
+ self.data_name = dict['data_name']
+
+ self.fn_output_final = self.pdf_output_path + self.name + self.algo + self.data_name + 'Final.pdf'
+ self.fn_output_true = self.pdf_output_path + self.name + self.algo + self.data_name + 'True.pdf'
+ self.fn_output_initial = self.pdf_output_path + self.name + self.algo + self.data_name + 'Initial.pdf'
+ self.fn_output_diff = self.pdf_output_path + self.name + self.algo + self.data_name + 'Diff.pdf'
+
+
+ self.bounding_box = dict['bounding_box']
+
+ self.cmap = dict['cmap']
+
+ self.midpoint_iterate = dict['midpoint_iterate']
+ self.vmin_iterate = dict['vmin_iterate']
+ self.vmax_iterate = dict['vmax_iterate']
+
+ self.midpoint_diff = dict['midpoint_diff']
+ self.vmin_diff = dict['vmin_diff']
+ self.vmax_diff = dict['vmax_diff']
+
+ self.ticks_middle = dict['ticks_middle']
+
+ self.normalization_value = dict['normalization_value']
+
+ self.plotting = dict['plotting']
+ self.plot_iterates = dict['plot_iterates']
+ self.path_errors = self.input_path + dict['path_errors']
+
+ if os.path.exists(self.path_errors) is False:
+ os.mkdir(self.path_errors)
+ self.errors = dict['errors']
+
+ self.normone = fwiPlotLib.MidpointNormalize(midpoint=self.midpoint_iterate,
+ vmin=self.vmin_iterate,
+ vmax=self.vmax_iterate)
+ self.normtwo = fwiPlotLib.MidpointNormalize(midpoint=self.midpoint_diff,
+ vmin=self.vmin_diff,
+ vmax=self.vmax_diff)
+ self.fn_input_final = self.make_iterate_input_fn(self.final)
+
+ def make_iterate_input_fn(self, nr):
+ return self.input_fn() + self.fn_shots + '_' + str(nr) + '.vtu'
+
+ def make_iterate_output_fn(self, nr):
+ return self.input_fn() + self.fn_shots + '_' + str(nr) + '.pdf'
+
+ def input_fn(self):
+ return self.input_path + self.data_name + '__fwi_' + self.algo + self.frequency + '_iterate_m_allshots_'
+
+
+def setParametersFromTickmiddleCamembert(conf, p):
+ conf['ticks_middle'] = [1, 1 + p]
+ conf['vmin_diff'] = -p * 0.5
+ conf['vmax_diff'] = p * 0.5
+ conf['vmax_iterate'] = 1 + p * 1.5
+ conf['vmin_iterate'] = 1 - p
+
+def getBasicConfig(namestring, algo):
+ if namestring == 'Camembert':
+ plot1 = {'name': 'Camembert', 'algo': algo, 'cmap': 'RdYlBu', 'fn_shots': '14', 'final': 9,
+ 'pdf_path': 'pdfs/',
+ 'path_errors': 'errors/', 'input_path': '',
+ 'data_name': 'VpExp', 'fn_input_true': 'VpExp_fwi_m_real.vtu', 'fn_input_initial': '',
+ 'bounding_box': [(-100000, 100000), (-100000, 100000)], 'midpoint_iterate': 1.0,
+ 'midpoint_diff': 0,
+ 'vmin_diff': -0.08, 'vmax_diff': 0.20, 'vmin_iterate': 0.90, 'vmax_iterate': 1.20,
+ 'ticks_middle': [],
+ 'normalization_value': 1.0 / 4000.0, 'plotting': True, 'plot_iterates': True, 'errors': True,
+ 'frequency': ''}
+ return plot1
+ if namestring == 'Marmousi':
+ plot1 = {'name': 'Marmousi', 'algo': algo, 'cmap': 'RdYlBu', 'fn_shots': '19', 'final': 3,
+ 'pdf_path': 'pdfs/',
+ 'path_errors': 'errors/', 'input_path': '',
+ 'data_name': 'VpExp', 'fn_input_true': 'VpExp_fwi_m_real.vtu', 'fn_input_initial': 'VpExp_fwi_m_initial.vtu',
+ 'bounding_box': [(-100000, 100000), (-100000, 100000)], 'midpoint_iterate': 1.0,
+ 'midpoint_diff': 0,
+ 'vmin_diff': -0.08, 'vmax_diff': 0.20, 'vmin_iterate': 0.90, 'vmax_iterate': 1.20,
+ 'ticks_middle': [],
+ 'normalization_value': 1.0 / 2500.0, 'plotting': True, 'plot_iterates': True, 'errors': True,
+ 'frequency': ''}
+ return plot1
+ if namestring == 'C2':
+ plot1 = {'name': 'C2', 'algo': algo, 'cmap': 'RdYlBu', 'fn_shots': '5', 'final': 9,
+ 'pdf_path': 'pdfs/',
+ 'path_errors': 'errors/', 'input_path': '',
+ 'data_name': 'VpExp', 'fn_input_true': 'VpExp_fwi_m_real.vtu', 'fn_input_initial': '',
+ 'bounding_box': [(600, 1400), (370, 1620)], 'midpoint_iterate': 1.0,
+ 'midpoint_diff': 0,
+ 'vmin_diff': -0.08, 'vmax_diff': 0.20, 'vmin_iterate': 0.90, 'vmax_iterate': 1.20,
+ 'ticks_middle': [],
+ 'normalization_value': 1.0 / 3500.0, 'plotting': True, 'plot_iterates': True, 'errors': True,
+ 'frequency': ''}
+ return plot1
+ else:
+ exit("sting not known")
+
+
+def vtuPlotIterates(config, createMapping=False):
+ fn_input_final = config.make_iterate_input_fn(config.final)
+ fn_input_true = config.fn_input_true
+ fn_input_initial = config.fn_input_initial
+
+ fn_output_final = config.fn_output_final
+ print(fn_output_final)
+ fn_output_true = config.fn_output_true
+ fn_output_initial = config.fn_output_initial
+ fn_output_diff = config.fn_output_diff
+
+ data_name = config.data_name
+
+ normalization_value = config.normalization_value
+
+ cmap = config.cmap
+
+ vtu_final = pv.read(fn_input_final)
+ vtu_true = pv.read(fn_input_true)
+ if config.fn_input_initial == config.input_path:
+ vtu_initial = pv.read(fn_input_true)
+ vtu_initial.cell_data[data_name] = 1.0/normalization_value
+ else:
+ vtu_initial = pv.read(fn_input_initial)
+ if createMapping is False:
+ x_Val_f, x_Val, y_Val, ImageMapping = fwiPlotLib.vtuMapping(vtu_final, config.bounding_box)
+ image_true = fwiPlotLib.fillImage(vtu_true.cell_data[data_name] * normalization_value, ImageMapping, x_Val_f,
+ y_Val, x_Val)
+ image_initial = fwiPlotLib.fillImage(vtu_initial.cell_data[data_name] * normalization_value, ImageMapping,
+ x_Val_f, y_Val, x_Val)
+ image_final = fwiPlotLib.fillImage(vtu_final.cell_data[data_name] * normalization_value, ImageMapping,
+ x_Val_f, y_Val, x_Val)
+ else:
+ image_true = fwiPlotLib.fillImageAndMapping(vtu_true, data_name, config.bounding_box) * normalization_value
+ image_initial = fwiPlotLib.fillImageAndMapping(vtu_initial, data_name,
+ config.bounding_box) * normalization_value
+ image_final = fwiPlotLib.fillImageAndMapping(vtu_final, data_name, config.bounding_box) * normalization_value
+
+ image_diff = image_true - image_final
+ ticks_middle = config.ticks_middle
+ vmin = config.vmin_iterate
+ vmax = config.vmax_iterate
+ if config.plotting is True:
+ fwiPlotLib.savePlot(image_true, fn_output_true, vmin, vmax, cmap=cmap, norm=config.normone,
+ ticksmiddle=ticks_middle)
+
+ fwiPlotLib.savePlot(image_initial, fn_output_initial, vmin, vmax, cmap=cmap, norm=config.normone,
+ ticksmiddle=ticks_middle)
+ if config.plot_iterates is True:
+ s_rel_linf = 'relative error linf\n 0 1 \n'
+ s_rel_l2 = 'relative error l2 \n0 1 \n'
+ image_initial -= image_true
+ norm_l2, norm_l_inf = fwiPlotLib.calculateErrors(image_initial)
+ print(norm_l2)
+ print(norm_l_inf)
+ for i in range(config.final + 1):
+ vtu_iterate = pv.read(config.make_iterate_input_fn(i))
+ if createMapping is False:
+ image_iterate = fwiPlotLib.fillImage(vtu_iterate.cell_data[data_name] * normalization_value,
+ ImageMapping,
+ x_Val_f, y_Val, x_Val)
+ else:
+ image_iterate = fwiPlotLib.fillImageAndMapping(vtu_iterate,data_name, config.bounding_box) * normalization_value
+
+ fwiPlotLib.savePlot(image_iterate, config.make_iterate_output_fn(i), vmin, vmax, cmap=cmap,
+ norm=config.normone, ticksmiddle=ticks_middle)
+ image_iterate -= image_true
+ # fwiPlotLib.savePlot(image_iterate, "test" + str(i), config.vmin_diff, config.vmax_diff, cmap=cmap,
+ # norm=config.normtwo)
+ l2, l_inf = fwiPlotLib.calculateErrors(image_iterate)
+ print(str(l2))
+ s_rel_l2 += str(i + 1) + ' ' + str(l2 / norm_l2) + '\n'
+ s_rel_linf += str(i + 1) + ' ' + str(l_inf / norm_l_inf) + '\n'
+ if i in range(config.final):
+ fwiPlotLib.savePlot(image_iterate, "test" + str(i), config.vmin_diff, config.vmax_diff, cmap=cmap,
+ norm=config.normtwo)
+ f = open(config.path_errors + 'errorlinf_rel_' + config.name, 'w+')
+ f.write(s_rel_linf)
+ f.close()
+ f = open(config.path_errors + 'errorl2_rel_' + config.name, 'w+')
+ f.write(s_rel_l2)
+ f.close()
+ fwiPlotLib.savePlot(image_final, fn_output_final, vmin, vmax, cmap=cmap, norm=config.normone,
+ ticksmiddle=ticks_middle)
+
+ fwiPlotLib.savePlot(image_diff, fn_output_diff, config.vmin_diff, config.vmax_diff, cmap=cmap,
+ norm=config.normtwo)
+
+
+
+ # if config.errors is True:
+ # s_rel_linf = 'relative error linf\n 0 1 \n'
+ # s_rel_l2 = 'relative error l2 \n0 1 \n'
+ # image_initial -= image_true
+ # norm_l2, norm_l_inf = fwiPlotLib.calculateErrors(image_initial)
+ # print(norm_l2)
+ # print(norm_l_inf)
+ # for i in range(config.final+1):
+ # vtu_iterate = pv.read(config.make_iterate_input_fn(i))
+ # print( config.make_iterate_input_fn(i))
+ # if createMapping is False:
+ # image_iterate = fwiPlotLib.fillImage(vtu_iterate.cell_data[data_name] * normalization_value,
+ # ImageMapping,
+ # x_Val_f, y_Val, x_Val)
+ # else:
+ # image_iterate = fwiPlotLib.fillImageAndMapping(vtu_iterate, data_name,
+ # config.bounding_box) * normalization_value
+ # image_iterate -= image_true
+ # l2, l_inf = fwiPlotLib.calculateErrors(image_iterate)
+ # fwiPlotLib.savePlot(image_iterate, "test" + str(i), config.vmin_diff, config.vmax_diff, cmap=cmap,
+ # norm=config.normtwo)
+ # print(str(l2))
+ # s_rel_l2 += str(i + 1) + ' ' + str(l2 / norm_l2) + '\n'
+ # s_rel_linf += str(i + 1) + ' ' + str(l_inf / norm_l_inf) + '\n'
+ #
+ # f = open(config.path_errors + 'errorlinf_rel_' + config.name, 'w+')
+ # f.write(s_rel_linf)
+ # f.close()
+ # f = open(config.path_errors + 'errorl2_rel_' + config.name, 'w+')
+ # f.write(s_rel_l2)
+ # f.close()
+
+# config = PlotConfig(Plot1)
+# vtuPlot(config)
diff --git a/tools/plottools/fwiPlotLib.py b/tools/plottools/fwiPlotLib.py
new file mode 100644
index 00000000..12e2078d
--- /dev/null
+++ b/tools/plottools/fwiPlotLib.py
@@ -0,0 +1,148 @@
+import matplotlib.pyplot as plt
+import numpy as np
+from mpl_toolkits.axes_grid1 import make_axes_locatable
+from matplotlib.colors import Normalize
+
+def QGSLS(omegas,tauls,taup):
+ Qomega = np.zeros(omegas.shape)
+ for i,omega in enumerate(omegas):
+ sum2 = 0.0
+ sum1 = 0.0
+ for taul in tauls:
+ prod = omega * taul/(1.0+omega*taul*omega*taul)
+ sum1 += omega * taul * prod
+ sum2 += prod
+ Qomega[i] = (1.0/taup + sum1)/sum2
+ return Qomega
+class MidpointNormalize(Normalize):
+ def __init__(self, vmin=None, vmax=None, midpoint=None, clip=False):
+ self.midpoint = midpoint
+ Normalize.__init__(self, vmin, vmax, clip)
+
+ def __call__(self, value, clip=None):
+ x, y = [self.vmin, self.midpoint, self.vmax], [0, 0.5, 1]
+ return np.ma.masked_array(np.interp(value, x, y))
+
+
+def savePlot(Img, filename, vmin, vmax, title="", colorbar=True, show_axis=False, ticksmiddle=None, text=None,
+ norm=None, cmap="viridis"):
+
+ plt.clf()
+ plt.cla()
+ fig, ax = plt.subplots()
+
+ [i.set_linewidth(0.2) for i in plt.gca().spines.values()]
+
+ ax.get_xaxis().set_visible(show_axis)
+ ax.get_yaxis().set_visible(show_axis)
+ if norm is not None:
+ imgplot = plt.imshow(Img, interpolation='nearest', norm=norm)
+ else:
+ imgplot = plt.imshow(Img, interpolation='nearest', vmin=vmin, vmax=vmax, norm=norm)
+ imgplot.set_cmap(cmap)
+ if colorbar:
+ # cb = plt.colorbar(imgplot, shrink=.45, pad=.02, aspect=10)
+ divider = make_axes_locatable(ax)
+ cax = divider.append_axes("top", size="5%", pad=0.1)
+ if ticksmiddle is None:
+ tickz = [vmin, vmax]
+ else:
+ tickz = [vmin]
+ tickz.extend(ticksmiddle)
+ tickz.append(vmax)
+ cb = plt.colorbar(imgplot, cax=cax, orientation='horizontal', ticks=tickz)
+ cax.xaxis.set_ticks_position("top")
+ cb.outline.set_linewidth(0.2)
+
+ if title:
+ # plt.title(title)
+ ax.text(0.05, 0.05, title,
+ verticalalignment='bottom', horizontalalignment='left',
+ transform=ax.transAxes, color='white', fontsize=14)
+
+ if text:
+ # plt.title(title)
+ ax.text(0.05, 0.03, text,
+ verticalalignment='bottom', horizontalalignment='left',
+ transform=ax.transAxes, color='white', fontsize=14)
+
+ # fig.set_size_inches(6,4)
+ plt.savefig(filename, dpi=300, bbox_inches="tight", pad_inches=0.02)
+ plt.close()
+
+
+def createImageMapping(centers):
+ def take_first_of_first(elem):
+ return elem[0][0]
+
+ def take_second_of_first(elem):
+ return elem[0][1]
+
+ return sorted(sorted([(centers.points[i, 0:2], i) for i in range(0, len(centers.points))],
+ key=take_first_of_first), key=take_second_of_first)
+
+
+def get_coordinate_values(x_list,y_list, bounding_box_):
+ # x_set = sorted(set([points[j][0] for j in range(len(points))]))
+ # y_set = sorted(set([points[j][1] for j in range(len(points))]))
+ x_values_full = len(x_list)
+ if bounding_box_ is not None:
+ x_values_new = [j for j in range(x_values_full) if bounding_box_[0][0] <= x_list[j] <= bounding_box_[0][1]]
+ y_values_new = [j for j in range(len(y_list)) if bounding_box_[1][0] <= y_list[j] <= bounding_box_[1][1]]
+ return x_values_full, x_values_new, y_values_new
+ else:
+ return x_values_full, [j for j in range(x_values_full)], [j for j in range(len(y_list))]
+
+def preprocess(points):
+ x = sorted([p[0] for p in points])
+ y = sorted([p[1] for p in points])
+ x_ = [x[0]]
+ y_ = [y[0]]
+ xcur = x[0]
+ ycur = y[0]
+ for i in range(len(x)):
+ if (abs(xcur - x[i])) > 1e-4:
+ xcur = x[i]
+ x_.append(xcur)
+ for i in range(len(y)):
+ if (abs(ycur - y[i])) > 1e-4:
+ ycur = y[i]
+ y_.append(ycur)
+ return x_, y_
+def vtuMapping(vtu, bounding_box):
+ centers = vtu.cell_centers()
+ points = centers.points
+
+ imageMapping = createImageMapping(centers)
+ x,y = preprocess(points)
+ x_val_f, x_val, y_val = get_coordinate_values(x, y, bounding_box)
+ return x_val_f, x_val, y_val, imageMapping
+
+
+def fillImage(cellData, imageMapping, xFullLength, yValues, xValues):
+ image = np.zeros((len(yValues), len(xValues)), dtype=float)
+ for i in range(0, len(yValues)):
+ for j in range(0, len(xValues)):
+ image[i][j] = cellData[imageMapping[yValues[i] * xFullLength + xValues[j]][1]]
+ return image
+
+def fillImageAndMapping(vtu, comp, bounding_box):
+ x_full_length, x_values, y_values, image_mapping = vtuMapping(vtu, bounding_box)
+ image = np.zeros((len(y_values), len(x_values)), dtype=float)
+ for i in range(0, len(y_values)):
+ for j in range(0, len(x_values)):
+ image[i][j] = vtu.cell_data[comp][image_mapping[y_values[i] * x_full_length + x_values[j]][1]]
+ return image
+
+def fillCelldata(cellData, image, imageMapping, xFullLength, yValues, xValues):
+ test = np.zeros(cellData.shape)
+ for i in range(0, len(yValues)):
+ for j in range(0, len(xValues)):
+ test[imageMapping[yValues[i] * xFullLength + xValues[j]][1]] = image[j][i]
+ # cellData[imageMapping[yValues[i] * xFullLength + xValues[j]][1]] = image[i][j]
+ return test
+
+def calculateErrors(image):
+ error_l2 = np.linalg.norm(image, 'fro')
+ error_l_inf = max(abs(image.max()), abs(image.min()))
+ return error_l2, error_l_inf
diff --git a/tools/plottools/fwiPlot_plotErrors.py b/tools/plottools/fwiPlot_plotErrors.py
new file mode 100644
index 00000000..d4562927
--- /dev/null
+++ b/tools/plottools/fwiPlot_plotErrors.py
@@ -0,0 +1,264 @@
+import fwiPlotLib
+import pyvista as pv
+import os.path
+import os
+from time import time
+LSDFpath = '/home/cr/LSDF/'
+
+
+
+class PlotConfig:
+ def __init__(self):
+ self.name = ''
+ self.fn_shots = ''
+ self.input_path = '/tmp/'
+ self.algo = ''
+ self.fn_input_final = ''
+ self.fn_input_true = ''
+ self.fn_input_initial = ''
+
+ self.path_errors = ''
+ self.final = 100
+
+ self.fn_output_final = ''
+ self.fn_output_true = ''
+ self.fn_output_initial = ''
+ self.fn_output_diff = ''
+
+ self.data_name = ''
+
+ self.bounding_box = [(-100000, 100000), (-100000, 100000)]
+
+ self.cmap = 'RdYlBu'
+
+ self.midpoint_iterate = 1.0
+ self.vmin_iterate = -1000
+ self.vmax_iterate = 1000
+
+ self.midpoint_diff = 0.0
+ self.vmin_diff = -1000
+ self.vmax_diff = 1000
+
+ self.ticks_middle = []
+
+ self.normalization_value = -100000
+
+ self.normone = None
+ self.normtwo = None
+
+ self.plotting = False
+ self.plot_iterates = False
+ self.errors = True
+ self.frequency = ''
+
+
+ def __init__(self, dict, lsdf=False):
+ self.name = dict['name']
+ self.fn_shots = dict['fn_shots']
+ self.frequency = dict['frequency']
+
+ if lsdf is True:
+ self.input_path = LSDFpath + dict['input_path']
+ else:
+ self.input_path = dict['input_path']
+ self.algo = dict['algo']
+ self.fn_input_true = self.input_path + dict['fn_input_true']
+ self.fn_input_initial = self.input_path + dict['fn_input_initial']
+
+ self.final = dict['final']
+
+ self.pdf_output_path = self.input_path + dict['pdf_path']
+ if os.path.exists(self.pdf_output_path) is False:
+ os.mkdir(self.pdf_output_path)
+ self.data_name = dict['data_name']
+
+ self.fn_output_final = self.pdf_output_path + self.name + self.algo + self.data_name + 'Final.pdf'
+ self.fn_output_true = self.pdf_output_path + self.name + self.algo + self.data_name + 'True.pdf'
+ self.fn_output_initial = self.pdf_output_path + self.name + self.algo + self.data_name + 'Initial.pdf'
+ self.fn_output_diff = self.pdf_output_path + self.name + self.algo + self.data_name + 'Diff.pdf'
+
+
+ self.bounding_box = dict['bounding_box']
+
+ self.cmap = dict['cmap']
+
+ self.midpoint_iterate = dict['midpoint_iterate']
+ self.vmin_iterate = dict['vmin_iterate']
+ self.vmax_iterate = dict['vmax_iterate']
+
+ self.midpoint_diff = dict['midpoint_diff']
+ self.vmin_diff = dict['vmin_diff']
+ self.vmax_diff = dict['vmax_diff']
+
+ self.ticks_middle = dict['ticks_middle']
+
+ self.normalization_value = dict['normalization_value']
+
+ self.plotting = dict['plotting']
+ self.plot_iterates = dict['plot_iterates']
+ self.path_errors = self.input_path + dict['path_errors']
+
+ if os.path.exists(self.path_errors) is False:
+ os.mkdir(self.path_errors)
+ self.errors = dict['errors']
+
+ self.normone = fwiPlotLib.MidpointNormalize(midpoint=self.midpoint_iterate,
+ vmin=self.vmin_iterate,
+ vmax=self.vmax_iterate)
+ self.normtwo = fwiPlotLib.MidpointNormalize(midpoint=self.midpoint_diff,
+ vmin=self.vmin_diff,
+ vmax=self.vmax_diff)
+ self.fn_input_final = self.make_iterate_input_fn(self.final)
+
+ def make_iterate_input_fn(self, nr):
+ return self.input_fn() + self.fn_shots + '_' + str(nr) + '.vtu'
+
+ def make_iterate_output_fn(self, nr):
+ return self.input_fn() + self.fn_shots + '_' + str(nr) + '.pdf'
+
+ def input_fn(self):
+ return self.input_path + self.data_name + '__fwi_' + self.algo + self.frequency + '_iterate_m_allshots_'
+
+
+def getBasicConfig(namestring, algo):
+ if namestring == 'C2':
+ plot1 = {'name': 'C2', 'algo': algo, 'cmap': 'RdYlBu', 'fn_shots': '5', 'final': 9,
+ 'pdf_path': 'pdfs/',
+ 'path_errors': 'errors/', 'input_path': '',
+ 'data_name': 'VpExp', 'fn_input_true': 'VpExp_fwi_m_real.vtu', 'fn_input_initial': '',
+ 'bounding_box': [(600, 1400), (370, 1620)], 'midpoint_iterate': 1.0,
+ 'midpoint_diff': 0,
+ 'vmin_diff': -0.08, 'vmax_diff': 0.20, 'vmin_iterate': 0.90, 'vmax_iterate': 1.20,
+ 'ticks_middle': [],
+ 'normalization_value': 1.0 / 3500.0, 'plotting': True, 'plot_iterates': True, 'errors': True,
+ 'frequency': ''}
+ return plot1
+ else:
+ exit("srting not known")
+
+
+def vtuPlotIterates(config, createMapping=False):
+ fn_input_final = config.make_iterate_input_fn(config.final)
+ fn_input_true = config.fn_input_true
+ fn_input_initial = config.fn_input_initial
+
+ fn_output_final = config.fn_output_final
+ print(fn_output_final)
+ fn_output_true = config.fn_output_true
+ fn_output_initial = config.fn_output_initial
+ fn_output_diff = config.fn_output_diff
+
+ data_name = config.data_name
+
+ normalization_value = config.normalization_value
+
+ cmap = config.cmap
+
+ vtu_final = pv.read(fn_input_final)
+ vtu_true = pv.read(fn_input_true)
+ if config.fn_input_initial == config.input_path:
+ vtu_initial = pv.read(fn_input_true)
+ vtu_initial.cell_data[data_name] = 1.0/normalization_value
+ else:
+ vtu_initial = pv.read(fn_input_initial)
+
+ # if createMapping is False:
+ x_Val_f, x_Val, y_Val, ImageMapping = fwiPlotLib.vtuMapping(vtu_final, config.bounding_box)
+ image_true = fwiPlotLib.fillImage(vtu_true.cell_data[data_name] * normalization_value, ImageMapping, x_Val_f,
+ y_Val, x_Val)
+ image_initial = fwiPlotLib.fillImage(vtu_initial.cell_data[data_name] * normalization_value, ImageMapping,
+ x_Val_f, y_Val, x_Val)
+ image_final = fwiPlotLib.fillImage(vtu_final.cell_data[data_name] * normalization_value, ImageMapping,
+ x_Val_f, y_Val, x_Val)
+ # else:
+ # image_true = fwiPlotLib.fillImageAndMapping(vtu_true, data_name, config.bounding_box) * normalization_value
+ # image_initial = fwiPlotLib.fillImageAndMapping(vtu_initial, data_name,
+ # config.bounding_box) * normalization_value
+ # image_final = fwiPlotLib.fillImageAndMapping(vtu_final, data_name, config.bounding_box) * normalization_value
+
+ image_diff = image_true - image_final
+ ticks_middle = config.ticks_middle
+ vmin = config.vmin_iterate
+ vmax = config.vmax_iterate
+ if config.plotting is True:
+ fwiPlotLib.savePlot(image_true, fn_output_true, vmin, vmax, cmap=cmap, norm=config.normone,
+ ticksmiddle=ticks_middle)
+
+ fwiPlotLib.savePlot(image_initial, fn_output_initial, vmin, vmax, cmap=cmap, norm=config.normone,
+ ticksmiddle=ticks_middle)
+ if config.plot_iterates is True:
+ s_rel_linf = 'relative error linf\n 0 1 \n'
+ s_rel_l2 = 'relative error l2 \n0 1 \n'
+ image_initial -= image_true
+ norm_l2, norm_l_inf = fwiPlotLib.calculateErrors(image_initial)
+ print(norm_l2)
+ print(norm_l_inf)
+ for i in range(config.final + 1):
+ vtu_iterate = pv.read(config.make_iterate_input_fn(i))
+ if createMapping is False:
+ image_iterate = fwiPlotLib.fillImage(vtu_iterate.cell_data[data_name] * normalization_value,
+ ImageMapping,
+ x_Val_f, y_Val, x_Val)
+ else:
+ image_iterate = fwiPlotLib.fillImageAndMapping(vtu_iterate,data_name, config.bounding_box) * normalization_value
+
+ fwiPlotLib.savePlot(image_iterate, config.make_iterate_output_fn(i), vmin, vmax, cmap=cmap,
+ norm=config.normone, ticksmiddle=ticks_middle)
+ image_iterate -= image_true
+ # fwiPlotLib.savePlot(image_iterate, "test" + str(i), config.vmin_diff, config.vmax_diff, cmap=cmap,
+ # norm=config.normtwo)
+ l2, l_inf = fwiPlotLib.calculateErrors(image_iterate)
+ print(str(l2))
+ s_rel_l2 += str(i + 1) + ' ' + str(l2 / norm_l2) + '\n'
+ s_rel_linf += str(i + 1) + ' ' + str(l_inf / norm_l_inf) + '\n'
+ # if i in range(config.final):
+ # fwiPlotLib.savePlot(image_iterate, "test" + str(i), config.vmin_diff, config.vmax_diff, cmap=cmap,
+ # norm=config.normtwo)
+ f = open(config.path_errors + 'errorlinf_rel_' + config.name, 'w+')
+ f.write(s_rel_linf)
+ f.close()
+ f = open(config.path_errors + 'errorl2_rel_' + config.name, 'w+')
+ f.write(s_rel_l2)
+ f.close()
+ fwiPlotLib.savePlot(image_final, fn_output_final, vmin, vmax, cmap=cmap, norm=config.normone,
+ ticksmiddle=ticks_middle)
+
+ fwiPlotLib.savePlot(image_diff, fn_output_diff, config.vmin_diff, config.vmax_diff, cmap=cmap,
+ norm=config.normtwo)
+
+
+
+ # if config.errors is True:
+ # s_rel_linf = 'relative error linf\n 0 1 \n'
+ # s_rel_l2 = 'relative error l2 \n0 1 \n'
+ # image_initial -= image_true
+ # norm_l2, norm_l_inf = fwiPlotLib.calculateErrors(image_initial)
+ # print(norm_l2)
+ # print(norm_l_inf)
+ # for i in range(config.final+1):
+ # vtu_iterate = pv.read(config.make_iterate_input_fn(i))
+ # print( config.make_iterate_input_fn(i))
+ # if createMapping is False:
+ # image_iterate = fwiPlotLib.fillImage(vtu_iterate.cell_data[data_name] * normalization_value,
+ # ImageMapping,
+ # x_Val_f, y_Val, x_Val)
+ # else:
+ # image_iterate = fwiPlotLib.fillImageAndMapping(vtu_iterate, data_name,
+ # config.bounding_box) * normalization_value
+ # image_iterate -= image_true
+ # l2, l_inf = fwiPlotLib.calculateErrors(image_iterate)
+ # fwiPlotLib.savePlot(image_iterate, "test" + str(i), config.vmin_diff, config.vmax_diff, cmap=cmap,
+ # norm=config.normtwo)
+ # print(str(l2))
+ # s_rel_l2 += str(i + 1) + ' ' + str(l2 / norm_l2) + '\n'
+ # s_rel_linf += str(i + 1) + ' ' + str(l_inf / norm_l_inf) + '\n'
+ #
+ # f = open(config.path_errors + 'errorlinf_rel_' + config.name, 'w+')
+ # f.write(s_rel_linf)
+ # f.close()
+ # f = open(config.path_errors + 'errorl2_rel_' + config.name, 'w+')
+ # f.write(s_rel_l2)
+ # f.close()
+
+# config = PlotConfig(Plot1)
+# vtuPlot(config)
diff --git a/tools/plottools/plotC2MSD.py b/tools/plottools/plotC2MSD.py
new file mode 100644
index 00000000..ea143830
--- /dev/null
+++ b/tools/plottools/plotC2MSD.py
@@ -0,0 +1,49 @@
+from fwiPlot import PlotConfig, getBasicConfig, vtuPlotIterates, setParametersFromTickmiddleCamembert
+#python3 plotC2MSD.py ausführen in console in dem ordner. Configs hier beachten.
+Conf = getBasicConfig('C2', 'FWISO')
+#Conf['ticks_middle'] = [0.9, 1, 1.05]
+Conf['ticks_middle'] = [1]
+Conf['vmin_diff'] = -0.1
+Conf['vmax_diff'] = 0.1
+#Conf['vmax_iterate'] = 1.1
+Conf['vmax_iterate'] = 1.05
+#Conf['vmin_iterate'] = 0.85
+Conf['vmin_iterate'] = 0.95
+Conf['plot_iterates'] = True
+#final ist anzahl iterationen - 1
+Conf['final'] = 5
+Conf['normalization_value'] = 1/2000.0
+Conf['data_name'] ='Rho'
+#Conf['input_path'] = '/home/lionbart/Desktop/Logs_Plots_MA/2023_06_21_zVp15/'
+#Conf['input_path'] = '/home/lionbart/Desktop/Logs_Plots_MA/2023_06_27_IC_RhoMono_HighResolution/vtuClipping/'
+#Conf['input_path'] = '/home/lionbart/Desktop/Logs_Plots_MA/2023_06_27_noIC_VpMono_HighResolution/vtuClipping_iter5_secondTry/'
+Conf['input_path'] = '/home/lionbart/Desktop/Logs_Plots_MA/2023_06_27_IC_RhoMono_HighResolution/vtuClipping/'
+#Conf['input_path'] = '/home/lionbart/Desktop/Logs_Plots_MA/2023_06_27_noIC_VpMono_HighResolution/vtuClipping_quelle5/'
+
+Conf['fn_input_true']='Rho_fwi_m_real.vtu'
+Conf['fn_input_initial']='Rho_fwi_m_initial.vtu'
+#Conf['fn_input_true']='Vp_fwi_m_real.vtu'
+#Conf['fn_input_initial']='Vp_fwi_m_initial.vtu'
+vtuPlotIterates(PlotConfig(Conf))
+
+#python3 plotC2MSD.py ausführen in console in dem ordner. Configs hier beachten.
+
+#Conf['fn_input_true']='Rho_fwi_m_real.vtu'
+#Conf['fn_input_initial']='Rho_fwi_m_initial.vtu'
+#Bei Multi ist einmal Vp und das andere mal Rho
+
+
+#Conf['final'] = 11
+#Conf['input_path'] = 'c2-aao-msd-with-damping/2022-07-29T16-41-45/0/vtu/'
+#vtuPlotIterates(PlotConfig(Conf))
+#Conf['input_path'] = 'c2-aao-msd-multiparam/2022-07-29_20:43:20/vtu/'
+#Conf['data_name'] = 'TaupExp'
+#Conf['ticks_middle'] = [0.45, 1, 2.0]
+#Conf['vmin_diff'] = -0.1
+#Conf['vmax_diff'] = 0.1
+#Conf['vmax_iterate'] = 1.1
+#Conf['vmin_iterate'] = 0.85
+#Conf['fn_input_true'] = 'TaupExp_fwi_m_real.vtu'
+#Conf['fn_input_initial'] = 'TaupExp_initialValue.vtu'
+#Conf['normalization_value'] = 1.0 / 0.0767
+#vtuPlotIterates(PlotConfig(Conf))
--
GitLab