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+{
+ "cells": [
+  {
+   "cell_type": "markdown",
+   "id": "885c7767-e912-4e31-b5d6-3a3443ffa58e",
+   "metadata": {},
+   "source": [
+    "# Fakultät für Physik\n",
+    "\n",
+    "## Physikalisches Praktikum P1 für Studierende der Physik\n",
+    "\n",
+    "Versuch P1-111, 112, 113 (Stand: **Oktober 2024**)\n",
+    "\n",
+    "[Raum F1-10](https://labs.physik.kit.edu/img/Klassische-Praktika/Lageplan_P1P2.png)\n",
+    "\n",
+    "\n",
+    "\n",
+    "# Aeromechanik"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "d06cd234-3b64-4d77-bea3-f34fb0914301",
+   "metadata": {},
+   "source": [
+    "Name: **Ben Tov** Vorname: **Jonathan** E-Mail: ufoxj@student.kit.edu\n",
+    "\n",
+    "\\begin{equation*}\n",
+    "\\begin{split}\n",
+    "&\\\\\n",
+    "&\\\\\n",
+    "\\end{split}\n",
+    "\\end{equation*}\n",
+    "\n",
+    "Name: **Reisner-Sénélar** Vorname: **Christian** E-Mail: uqnwo@student.kit.edu\n",
+    "\n",
+    "\\begin{equation*}\n",
+    "\\begin{split}\n",
+    "&\\\\\n",
+    "&\\\\\n",
+    "&\\\\\n",
+    "\\end{split}\n",
+    "\\end{equation*}\n",
+    "\n",
+    "Gruppennummer: **Do06**\n",
+    "\n",
+    "\\begin{equation*}\n",
+    "\\begin{split}\n",
+    "&\\\\\n",
+    "&\\\\\n",
+    "&\\\\\n",
+    "\\end{split}\n",
+    "\\end{equation*}\n",
+    "\n",
+    "\n",
+    "Betreuer: __________________\n",
+    "\n",
+    "\\begin{equation*}\n",
+    "\\begin{split}\n",
+    "&\\\\\n",
+    "&\\\\\n",
+    "&\\\\\n",
+    "\\end{split}\n",
+    "\\end{equation*}\n",
+    "\n",
+    "Versuch durchgeführt am: **21.11.2024**"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "3565bbb8-9f2c-452f-9090-d0bfda13e119",
+   "metadata": {},
+   "source": [
+    "---\n",
+    "\n",
+    "**Beanstandungen zu Protokoll Version _____:**\n",
+    "\n",
+    "\\begin{equation*}\n",
+    "\\begin{split}\n",
+    "&\\\\\n",
+    "&\\\\\n",
+    "&\\\\\n",
+    "&\\\\\n",
+    "&\\\\\n",
+    "&\\\\\n",
+    "&\\\\\n",
+    "&\\\\\n",
+    "&\\\\\n",
+    "&\\\\\n",
+    "\\end{split}\n",
+    "%\\text{\\vspace{10cm}}\n",
+    "\\end{equation*}\n",
+    "\n",
+    "<br>\n",
+    "Testiert am: __________________ Testat: __________________"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "4b5836a8-619b-4c6c-a566-bba7a4313f32",
+   "metadata": {},
+   "source": [
+    "# Durchführung"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "2c2f4772-ce8f-40a6-9005-78e10fc4f8a9",
+   "metadata": {},
+   "source": [
+    "**Detaillierte Hinweise zur Durchführung der Versuche finden Sie in der Datei [Aeromechanik_Hinweise.ipynb](https://gitlab.kit.edu/kit/etp-lehre/p1-praktikum/students/-/blob/main/Aeromechanik/Aeromechanik_Hinweise.ipynb)**"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "adf238e6-5a0e-449a-acda-37a9eab56166",
+   "metadata": {},
+   "source": [
+    "## Aufgabe 1: Bernoulli-Gleichung \n",
+    "\n",
+    "**Die folgenden Versuche führen Sie im Zusammenhang mit der Vorbesprechung mit allen anderen Gruppen gemeinsam durch.**"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 1,
+   "id": "0911c960-273c-442d-9647-e41d7852c221",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# After execution of this cell these imports can be used throughout the whole \n",
+    "# Juyter-notebook \n",
+    "import pandas as pd\n",
+    "import matplotlib.pyplot as plt\n",
+    "import matplotlib.image as mpimg\n",
+    "import numpy as np\n",
+    "import PhyPraKit as PPK\n",
+    "import kafe2\n",
+    "from uncertainties import ufloat\n",
+    "from uncertainties.unumpy import nominal_values, std_devs"
+   ]
+  },
+  {
+   "attachments": {},
+   "cell_type": "markdown",
+   "id": "6cd00192-0e55-438a-b5e4-700e5693291f",
+   "metadata": {},
+   "source": [
+    "### Aufgabe 1.1: Statischer und dynamischer Druck\n",
+    "\n",
+    "Bestimmen Sie den statischen und den dynamischen Druck im Luftstrom einer Düse bei Drehzahlen des Motors zur Erzeugung des Luftstroms von $f=2600\\,\\mathrm{U/min}$:\n",
+    "\n",
+    " * Mit einer **Rohrsonde**.\n",
+    " * Mit einer **Scheibensonde**.\n",
+    "\n",
+    "---"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 2,
+   "id": "d97ea0cf-3683-461a-90b2-0ae6a6cbba42",
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "20+/-4 90+/-4\n"
+     ]
+    }
+   ],
+   "source": [
+    "#Rohrsonde\n",
+    "p0R=ufloat(130-30,3)#Gesamtdruck bei d=0.15+-0.02m und r=0m in Pa\n",
+    "psR=ufloat(110-30,3)#Statischerdruck bei d=0.15m und r=0m \n",
+    "\n",
+    "#Scheibensonde\n",
+    "p0S=ufloat(130-30,3)#Gesamtdruck bei d=0.15m und r=0m\n",
+    "psS=ufloat(40-30,3)#Statischerdruck bei d=0.15m und r=0m\n",
+    "\n",
+    "#Dynamischer Druck\n",
+    "pdR=p0R-psR#Dynamischer Druck der Rohrsonde\n",
+    "pdS=p0S-psS#Dynamischer Druck der Scheibensonde\n",
+    "print(pdR,pdS)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "ec106d43-3167-4328-83af-13c300539aff",
+   "metadata": {},
+   "source": [
+    "**V E R S U C H S B E S C H R E I B U N G**\n",
+    "\n",
+    "Ein Motor mit Düse zur Erzeugung des Luftstroms (LS) wurde auf die Drehzahl von $f=2600\\; \\mathrm{U/min}$ gebracht. Eine Rohrsonde und eine Scheibensonde wird mit einem Feinmanometer verbunden. Die Sonde (S) im Abstand von $d=15\\mathrm{cm}$ vom Ausgang von der Düse axial (d.h. im Radius $r=0$) parallel in den LS ein, um den Gesamtdruck $\\rho_0$ zu messen, wobei darauf geachtet wurde, dass der gemessene Druck nicht negativ (bei Vertausch der jeweiligen Schläuche des Feinmanometer) und das ein Startwert von 30 Pa berücksigtigt wird.\n",
+    "\n",
+    "Zur Messung des statischen Drucks $\\rho_s$ wurde die Sonde um $\\phi=90°$ gedreht wobei darauf geachtet wurde, dass der Druckpunkt von S sich immernoch im Punkt ($d=15\\mathrm{cm}$, $r=0$) befindet. Es wurde eine Rohrsonde und eine Scheibensonde benutzt.\n",
+    "\n",
+    "Die Unsicherheit der Ablesung vom Feinmanometer beträgt $\\Delta_{\\rho_i}=3 Pa$ und die des Winkels $\\Delta_{\\phi}=7°$.\n",
+    "\n",
+    "---"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "d4771e52-fceb-49d1-b85d-2a337498cb3a",
+   "metadata": {},
+   "source": [
+    "**L Ö S U N G**\n",
+    "\n",
+    "Die gemessenen Werte von Rohr- und Scheibensonde sind:\n",
+    "\n",
+    "| Sonde | Gesamtdruck $\\rho_0$ | Statischer Druck $\\rho_s$ | \n",
+    "|------------|----------|----------|\n",
+    "| Rohrsonde |    130-30 Pa   |    110-30 Pa     |\n",
+    "| Scheibensonde    |    130-30 Pa     |    40-30 Pa     |\n",
+    "\n",
+    "\n",
+    "Zur Bestimmung des dynamische Drucks gilt: $\\rho_d=\\rho_0-\\rho_s-\\rho_g$.\n",
+    "Da der Schweredruck $\\rho_g$ vernachlässigt wird, gilt: $\\rho_{d_{Rs}}=20\\pm4 Pa$ und $\\rho_{d_{Ss}}=90\\pm4 Pa$\n",
+    "\n",
+    "\n",
+    "---"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "78c6af36-d1ed-4386-9575-a55410d0af1e",
+   "metadata": {},
+   "source": [
+    "**D I S K U S S I O N**\n",
+    "\n",
+    "Es ist erkennbar dass der statische Druck der Rohrsonde viel größer als die der Scheibensonde ist. Die Scheibensonde ist speziell so konstruiert, dass sie den dynamischen Druck effektiv abschirmt. Die Druckmessöffnung ist durch die Scheibenform geschützt und senkrecht zur Strömung ausgerichtet, sodass die Strömungsgeschwindigkeit keinen Einfluss auf den Messwert hat. Da dies nicht der Fall bei der Rohrsonde ist wird mit dem statischen Druck auf ein Anteil dynamischer Drcuk gemssen, wodurch der Unterschied entsteht.\n",
+    "\n",
+    "---"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "20887c3e-9c2e-4cf2-918e-c6091ec8f900",
+   "metadata": {},
+   "source": [
+    "### Aufgabe 1.2: Venturirohr\n",
+    "\n",
+    "Beobachten und skizzieren Sie den **Verlauf des statischen Drucks** längs des Luftstroms im Venturirohr.\n",
+    "\n",
+    "---"
+   ]
+  },
+  {
+   "attachments": {
+    "f7319914-2f25-4eb6-a5c8-a48383adab43.png": {
+     "image/png": 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"
+    }
+   },
+   "cell_type": "markdown",
+   "id": "912ac0f6-9ed9-4548-aac8-3b697d62675e",
+   "metadata": {},
+   "source": [
+    "**V E R S U C H S B E S C H R E I B U N G**\n",
+    "\n",
+    "![Venturi11.png](attachment:f7319914-2f25-4eb6-a5c8-a48383adab43.png)\n",
+    "Shema eines Venturirohrs\n",
+    "\n",
+    "Ein konstanter Luftstrom geht durch ein Rohr mit einer Verengung in der Mitte. Das gerade beschriebene Venturirohr, hat somit einen kleinerer Querschnitt in der Mitte als an dessen Aussenseiten. Unterhalb des Rohres ist eine angebundene Reihe an U-Rohren mit einer Flüssigkeit jeweils.\n",
+    "\n",
+    "---"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "54318e65-6f86-4dd6-b212-28e3e1617370",
+   "metadata": {},
+   "source": [
+    "**L Ö S U N G**\n",
+    "\n",
+    "Während des Luftstroms wird beobachtet, das die Flüssigkeit in der mittleren Säule einem Druck nach oben (Richtung Rohr) ausgesetzt ist, wobei die  äußeren Flüssigkeiten nach unten (entgegengesetzte Richtung des Rohres) gedrückt wird. Der ausgesetzte Druck der Flüssigkeiten scheint eine U-Förmige Erscheinung auf dem Rohr anzunehmen.\n",
+    "\n",
+    "---"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "d9d26acb-6ea3-4a57-99e5-3dd8207984cd",
+   "metadata": {},
+   "source": [
+    "**D I S K U S S I O N**\n",
+    "\n",
+    "Für eine stationäre, inkompressible Strömung gilt entlang eines Stromfadens im Venturirohr ($\\Delta h=0$): $P+\\dfrac{1}{2}\\rho v^2 = cst$.\n",
+    "Da aus der Kontinuitätsgleichung bekannt ist, dass: $A_1v_1=A_2v_2$ folgt, dass in der Verengung $A_1$ die Strömungsgeschwindigkeit $v_1$ steigt und somit der statische Druck $P_1$ sinkt. Dies erzeugt einen Unterdruck, wodurch der Druckunterschied zur Umgebung die Flüssigkeit in die Strömung eingesaugt wird. In den breiten Bereichen $A_2$ ist die Strömungsgeschwindigkeit $v_2$ niedriger, was zu einem höheren Druck $P_2$ führt und somit die Flüssigkeit nach außen gedrückt wird.\n",
+    "\n",
+    "---"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "97b7053b-f7c8-471f-bd76-01bb183198e0",
+   "metadata": {
+    "tags": []
+   },
+   "source": [
+    "### Aufgabe 1.3: Aerodynamisches Paradoxon \n",
+    "\n",
+    "Lassen Sie Druckluft axial zentrisch zwischen zwei eng aneinanderliegenden Kreisscheiben einströmen, so dass sie radial nach außen entweicht und erklären Sie Ihre Beobachtung.\n",
+    "\n",
+    "---"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "c6936a57-0886-4ee7-a74a-0d800f491c7e",
+   "metadata": {},
+   "source": [
+    "**V E R S U C H S B E S C H R E I B U N G**\n",
+    "\n",
+    "Zwei eng aneinanderliegenden Kreisscheiben, mit kleinem eingeschränktem Abstand zueinander, wird ein Druckluft axial zentrisch (durch die Mitte einer der Kreisscheiben) eingeströmt. Entgegen den Erwartungen wird die entgegengesetzte lose Platte dadurch nicht abgestoßen, sondern zur anderen Kreisscheibe angesaugt.\n",
+    "\n",
+    "---"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "09a8ddd2-4f13-4b0f-9661-9a896770cdb2",
+   "metadata": {},
+   "source": [
+    "**L Ö S U N G**\n",
+    "\n",
+    "Gemäß Bernoulli (wie in den oberen Aufgaben, sinkt der statische Druck wenn die Strömungsgeschwindigkeit v steigt, da der Gesamtdruck konstant bleibt. Wenn Druckluft axial zwischen die Kreisscheiben eingeblasen wird, nimmt die Strömungsgeschwindigkeit stark zu, besonders im engen Spalt zwischen den Scheiben. Oberhalb der oberen Scheibe und unterhalb der unteren Scheibe herrscht der atmosphärische Druck $P_{atm}$. Im Spalt zwischen den Scheiben jedoch ein Teil des Gesamtdrucks in dynamischen Druck umgewandelt wird, ist der statische Druck niedriger als $P_{atm}$. Die Druckdifferenz ($\\Delta P=P_{atm}-P_{sta}$) erzeugt somit eine Kraft, die die untere lose Scheibe nach oben zieht.\n",
+    "\n",
+    "Der dynamische Druck erhöht sich durch die hohe Strömungsgeschwindigkeit im engen Spalt zwischen den Scheiben im gegensatz zum statischen Druck der entsprechend sinkt, da der Gesamtdruck konstant bleibt (Bernoulli-Prinzip). Die Druckdifferenz zwischen dem niedrigen statischen Druck im Spalt und dem höheren statischen Druck außerhalb sorgt für die Ansaugkraft.\n",
+    "\n",
+    "---"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "de3d08da-7ff9-4dae-ab9c-dd6fe791e95b",
+   "metadata": {},
+   "source": [
+    "## Aufgabe 2: Charakterisierung des Luftstroms"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "656420b1-cae2-44bf-b08a-7847276f8fc8",
+   "metadata": {},
+   "source": [
+    "### Aufgabe 2.1: Geschwindigkeitfeld \n",
+    "\n",
+    "Charakterisieren Sie das **Geschwindigkeitsfeld $v(r)$ des Luftstroms** für eine Drehzahl des Motors zur Erzeugung des Luftstrahls von $f=2600\\,\\mathrm{U/min}$.\n",
+    "\n",
+    "---"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "0e1a5111-a418-42dc-84b7-79fa152f516d",
+   "metadata": {},
+   "source": [
+    "**V E R S U C H S B E S C H R E I B U N G**\n",
+    "\n",
+    "Es wird eine Sonde genutz, bei der der Gesamtdruck als Druck parallel zum Luftstrom und der statische Druck als Druck senkrecht zu dem Luftstrom gemessen wird. Es wurde bei einer festen Frequenz $f=2600 \\pm 25 \\,\\mathrm{Hz}$ mithilfe einer Sonde die Differenz zwischen dem Gesamtdruck und dem statischen Druck bestimmt. Bei vernachlässigbaren Schweredruck entspricht diese Differenz dem Dynamischen Druck $p_d$. Es gilt dabei, dass $p_d=\\frac{1}{2}\\cdot \\rho_{Luft}\\cdot v_{L}^2$ wobei $v_L$ die Geschwindigkeiten der Luft ist. Es folgt $v_L=\\sqrt{\\dfrac{2p_d}{\\rho_{Luft}}}$. \n",
+    "\n",
+    "Um das durch die Turbine erzeugte Geschwindigkeitsfeld zu charakterisieren wurde im jeweils 5,10,15,20 und 30 cm Abstand $d$ von der Turbine, der dynamische Druck und damit die Geschwindigkeit in den Abständen $r$ 0,1,2,3,3.5,4 und 5 cm von der radialen Symmetrieachse der Turbine gemessen. \n",
+    "Es wird davon ausgegangen, dass die Turbine einen radialsymmetrischen Luftstrom erzeugt. \n",
+    "\n",
+    "Folgende Werte wurden gemessen: \n",
+    "für $d=0.05\\pm 0.005  \\mathrm{m}$\n",
+    "\n",
+    "|r in m |$p_d$ in Pa bei $d=0.05\\pm 0.005  \\mathrm{m}$|\n",
+    "|-----|--------|\n",
+    "|$0\\pm0.002$|$125\\pm 4$|\n",
+    "|$0.01\\pm0.002$|$114\\pm 4$|\n",
+    "|$0.02\\pm0.002$|$112\\pm 4$|\n",
+    "|$0.03\\pm0.002$|$98\\pm 4$|\n",
+    "|$0.035\\pm0.002$|$70\\pm 4$|\n",
+    "|$0.04\\pm0.002$|$53\\pm 4$|\n",
+    "|$0.05\\pm0.002$|$21\\pm 4$|\n",
+    "\n",
+    "für $d=0.10 \\pm  0.005 \\mathrm{m}$\n",
+    "\n",
+    "|r in m |$p_d$ in Pa bei $d=0.10 \\pm  0.005 \\mathrm{m}$|\n",
+    "|-----|--------|\n",
+    "|$0\\pm0.002$|$115\\pm 4$|\n",
+    "|$0.01\\pm0.002$|$110\\pm 4$|\n",
+    "|$0.02\\pm0.002$|$107\\pm 4$|\n",
+    "|$0.03\\pm0.002$|$88\\pm 4$|\n",
+    "|$0.035\\pm0.002$|$63\\pm 4$|\n",
+    "|$0.04\\pm0.002$|$51\\pm 4$|\n",
+    "|$0.05\\pm0.002$|$26\\pm 4$|\n",
+    "\n",
+    "\n",
+    "für $d=0.15 \\pm  0.005 \\mathrm{m}$\n",
+    "\n",
+    "|r in m |$p_d$ in Pa|\n",
+    "|-----|--------|\n",
+    "|$0\\pm0.002$|$113\\pm 4$|\n",
+    "|$0.01\\pm0.002$|$104\\pm 4$|\n",
+    "|$0.02\\pm0.002$|$100\\pm 4$|\n",
+    "|$0.03\\pm0.002$|$80\\pm 4$|\n",
+    "|$0.035\\pm0.002$|$59\\pm 4$|\n",
+    "|$0.04\\pm0.002$|$50\\pm 4$|\n",
+    "|$0.05\\pm0.002$|$30\\pm 4$|\n",
+    "\n",
+    "für $d=0.2 \\pm  0.005 \\mathrm{m}$\n",
+    "\n",
+    "|r in m |$p_d$ in Pa|\n",
+    "|-----|--------|\n",
+    "|$0\\pm0.002$|$110\\pm 4$|\n",
+    "|$0.01\\pm0.002$|$101\\pm 4$|\n",
+    "|$0.02\\pm0.002$|$95\\pm 4$|\n",
+    "|$0.03\\pm0.002$|$73\\pm 4$|\n",
+    "|$0.035\\pm0.002$|$55\\pm 4$|\n",
+    "|$0.04\\pm0.002$|$50\\pm 4$|\n",
+    "|$0.05\\pm0.002$|$33\\pm 4$|\n",
+    "\n",
+    "für $d=0.3 \\pm  0.005 \\mathrm{m}$\n",
+    "\n",
+    "|r in m |$p_d$ in Pa|\n",
+    "|-----|--------|\n",
+    "|$0\\pm0.002$|$105\\pm 4$|\n",
+    "|$0.01\\pm0.002$|$95\\pm 4$|\n",
+    "|$0.02\\pm0.002$|$84\\pm 4$|\n",
+    "|$0.03\\pm0.002$|$63\\pm 4$|\n",
+    "|$0.035\\pm0.002$|$51\\pm 4$|\n",
+    "|$0.04\\pm0.002$|$48\\pm 4$|\n",
+    "|$0.05\\pm0.002$|$35\\pm 4$|\n",
+    "\n",
+    "\n",
+    "---"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 4,
+   "id": "e617f85b-ee9e-4369-abb2-0ccc34fec19c",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "Text(0.5, 0.92, 'v [$ms^{-1}$]')"
+      ]
+     },
+     "execution_count": 4,
+     "metadata": {},
+     "output_type": "execute_result"
+    },
+    {
+     "data": {
+      "image/png": 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",
+      "text/plain": [
+       "<Figure size 640x480 with 1 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "fig = plt.figure()\n",
+    "ax = fig.add_subplot(projection='3d')\n",
+    "\n",
+    "\n",
+    "xs=np.ones(len(vd0))\n",
+    "ax.scatter(xs*0.05, [y.n for y in r], [z.n for z in vd0],c='blue')\n",
+    "ax.scatter(xs*0.10, [y.n for y in r], [z.n for z in vd1],c='blue')\n",
+    "ax.scatter(xs*0.15, [y.n for y in r], [z.n for z in vd2],c='blue')\n",
+    "ax.scatter(xs*0.20, [y.n for y in r], [z.n for z in vd3],c='blue')\n",
+    "ax.scatter(xs*0.35, [y.n for y in r], [z.n for z in vd4],c='blue')\n",
+    "\n",
+    "ax.set_xlabel('d [m]')\n",
+    "ax.set_ylabel('r [m]')\n",
+    "ax.set_zlabel(r'v [$ms^{-1}$]')\n",
+    "\n",
+    "plt.title(r'v [$ms^{-1}$]')"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "3d9a2b0e-aa31-4b07-8b6b-24ec8125ae6c",
+   "metadata": {},
+   "source": [
+    "**L Ö S U N G**\n",
+    "\n",
+    "Die Betrachtung der Geschwindigkeitsverteilung legt nahe, dass die Zukünftigen Messungen bei r=0cm genommen werden sollten. Auch lässt sich ablesen, dass die Werte für $r \\approx 0$ in den Abständen d zwischen 0 und 20 cm relativ konstant ist. In diesen Abständen von der Düse variiert $v_L$ auch für Abstände von der Symetrieachse r=0 cm bis zu 2cm nur gering. \n",
+    "\n",
+    "Alle weiteren Messungen wurden desewegen bei ($ r\\approx 0\\,\\mathrm{cm}\\ ,\\ d\\approx 15\\,\\mathrm{cm}$) durchgeführt.\n",
+    "\n",
+    "---"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 51,
+   "id": "be0dd3d4-8f20-40b0-b353-91de4fde3927",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/html": [
+       "<div>\n",
+       "<style scoped>\n",
+       "    .dataframe tbody tr th:only-of-type {\n",
+       "        vertical-align: middle;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe tbody tr th {\n",
+       "        vertical-align: top;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe thead th {\n",
+       "        text-align: right;\n",
+       "    }\n",
+       "</style>\n",
+       "<table border=\"1\" class=\"dataframe\">\n",
+       "  <thead>\n",
+       "    <tr style=\"text-align: right;\">\n",
+       "      <th></th>\n",
+       "      <th>$r\\mathrm{[m]} $</th>\n",
+       "      <th>$p_d(d=5 \\pm 0.5 \\,\\mathrm{cm}) $</th>\n",
+       "      <th>$p_d(d=10 \\pm 0.5 \\,\\mathrm{cm}) $</th>\n",
+       "      <th>$p_d(d=15 \\pm 0.5 \\,\\mathrm{cm}) $</th>\n",
+       "      <th>$p_d(d=20 \\pm 0.5 \\,\\mathrm{cm}) $</th>\n",
+       "      <th>$p_d(d=30 \\pm 0.5 \\,\\mathrm{cm}) $</th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <th>0</th>\n",
+       "      <td>$0.000 \\pm 0.002$</td>\n",
+       "      <td>$125.000 \\pm 4.243$</td>\n",
+       "      <td>$115.000 \\pm 4.243$</td>\n",
+       "      <td>$113.000 \\pm 4.243$</td>\n",
+       "      <td>$110.000 \\pm 4.243$</td>\n",
+       "      <td>$105.000 \\pm 4.243$</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1</th>\n",
+       "      <td>$0.010 \\pm 0.002$</td>\n",
+       "      <td>$114.000 \\pm 4.243$</td>\n",
+       "      <td>$110.000 \\pm 4.243$</td>\n",
+       "      <td>$104.000 \\pm 4.243$</td>\n",
+       "      <td>$101.000 \\pm 4.243$</td>\n",
+       "      <td>$95.000 \\pm 4.243$</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2</th>\n",
+       "      <td>$0.020 \\pm 0.002$</td>\n",
+       "      <td>$112.000 \\pm 4.243$</td>\n",
+       "      <td>$107.000 \\pm 4.243$</td>\n",
+       "      <td>$100.000 \\pm 4.243$</td>\n",
+       "      <td>$95.000 \\pm 4.243$</td>\n",
+       "      <td>$84.000 \\pm 4.243$</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>3</th>\n",
+       "      <td>$0.030 \\pm 0.002$</td>\n",
+       "      <td>$98.000 \\pm 4.243$</td>\n",
+       "      <td>$88.000 \\pm 4.243$</td>\n",
+       "      <td>$80.000 \\pm 4.243$</td>\n",
+       "      <td>$73.000 \\pm 4.243$</td>\n",
+       "      <td>$63.000 \\pm 4.243$</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>4</th>\n",
+       "      <td>$0.035 \\pm 0.002$</td>\n",
+       "      <td>$70.000 \\pm 4.243$</td>\n",
+       "      <td>$63.000 \\pm 4.243$</td>\n",
+       "      <td>$59.000 \\pm 4.243$</td>\n",
+       "      <td>$55.000 \\pm 4.243$</td>\n",
+       "      <td>$51.000 \\pm 4.243$</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>5</th>\n",
+       "      <td>$0.040 \\pm 0.002$</td>\n",
+       "      <td>$53.000 \\pm 4.243$</td>\n",
+       "      <td>$51.000 \\pm 4.243$</td>\n",
+       "      <td>$50.000 \\pm 4.243$</td>\n",
+       "      <td>$50.000 \\pm 4.243$</td>\n",
+       "      <td>$48.000 \\pm 4.243$</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>6</th>\n",
+       "      <td>$0.050 \\pm 0.002$</td>\n",
+       "      <td>$21.000 \\pm 4.243$</td>\n",
+       "      <td>$26.000 \\pm 4.243$</td>\n",
+       "      <td>$30.000 \\pm 4.243$</td>\n",
+       "      <td>$33.000 \\pm 4.243$</td>\n",
+       "      <td>$35.000 \\pm 4.243$</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "    $r\\mathrm{[m]} $ $p_d(d=5 \\pm 0.5 \\,\\mathrm{cm}) $  \\\n",
+       "0  $0.000 \\pm 0.002$               $125.000 \\pm 4.243$   \n",
+       "1  $0.010 \\pm 0.002$               $114.000 \\pm 4.243$   \n",
+       "2  $0.020 \\pm 0.002$               $112.000 \\pm 4.243$   \n",
+       "3  $0.030 \\pm 0.002$                $98.000 \\pm 4.243$   \n",
+       "4  $0.035 \\pm 0.002$                $70.000 \\pm 4.243$   \n",
+       "5  $0.040 \\pm 0.002$                $53.000 \\pm 4.243$   \n",
+       "6  $0.050 \\pm 0.002$                $21.000 \\pm 4.243$   \n",
+       "\n",
+       "  $p_d(d=10 \\pm 0.5 \\,\\mathrm{cm}) $ $p_d(d=15 \\pm 0.5 \\,\\mathrm{cm}) $  \\\n",
+       "0                $115.000 \\pm 4.243$                $113.000 \\pm 4.243$   \n",
+       "1                $110.000 \\pm 4.243$                $104.000 \\pm 4.243$   \n",
+       "2                $107.000 \\pm 4.243$                $100.000 \\pm 4.243$   \n",
+       "3                 $88.000 \\pm 4.243$                 $80.000 \\pm 4.243$   \n",
+       "4                 $63.000 \\pm 4.243$                 $59.000 \\pm 4.243$   \n",
+       "5                 $51.000 \\pm 4.243$                 $50.000 \\pm 4.243$   \n",
+       "6                 $26.000 \\pm 4.243$                 $30.000 \\pm 4.243$   \n",
+       "\n",
+       "  $p_d(d=20 \\pm 0.5 \\,\\mathrm{cm}) $ $p_d(d=30 \\pm 0.5 \\,\\mathrm{cm}) $  \n",
+       "0                $110.000 \\pm 4.243$                $105.000 \\pm 4.243$  \n",
+       "1                $101.000 \\pm 4.243$                 $95.000 \\pm 4.243$  \n",
+       "2                 $95.000 \\pm 4.243$                 $84.000 \\pm 4.243$  \n",
+       "3                 $73.000 \\pm 4.243$                 $63.000 \\pm 4.243$  \n",
+       "4                 $55.000 \\pm 4.243$                 $51.000 \\pm 4.243$  \n",
+       "5                 $50.000 \\pm 4.243$                 $48.000 \\pm 4.243$  \n",
+       "6                 $33.000 \\pm 4.243$                 $35.000 \\pm 4.243$  "
+      ]
+     },
+     "execution_count": 51,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "f=ufloat(2600,25)\n",
+    "unc=3\n",
+    "ofset=ufloat(30,3)\n",
+    "r=np.array([ufloat(0,0.002),ufloat(0.01,0.002),ufloat(0.02,0.002),ufloat(0.03,0.002),ufloat(0.035,0.002),ufloat(0.04,0.002),ufloat(0.05,0.002)])#Abstand con der Düse in m\n",
+    "pdd0=np.array([ufloat(155,unc),ufloat(144,unc),ufloat(142,unc),ufloat(128,unc),ufloat(100,unc),ufloat(83,unc),ufloat(51,unc)])#dynamischerdruck bei d=0.05+-0.005m\n",
+    "pdd1=np.array([ufloat(145,unc),ufloat(140,unc),ufloat(137,unc),ufloat(118,unc),ufloat(93,unc),ufloat(81,unc),ufloat(56,unc)])#dynamischerdruck bei d=0.10+-0.05m\n",
+    "pdd2=np.array([ufloat(143,unc),ufloat(134,unc),ufloat(130,unc),ufloat(110,unc),ufloat(89,unc),ufloat(80,unc),ufloat(60,unc)])#dynamischerdruck bei d=0.15+-0.005m\n",
+    "pdd3=np.array([ufloat(140,unc),ufloat(131,unc),ufloat(125,unc),ufloat(103,unc),ufloat(85,unc),ufloat(80,unc),ufloat(63,unc)])#dynamischerdruck bei d=0.2+-0.005m\n",
+    "pdd4=np.array([ufloat(135,unc),ufloat(125,unc),ufloat(114,unc),ufloat(93,unc),ufloat(81,unc),ufloat(78,unc),ufloat(65,unc)])#dynamischerdruck bei d=0.3+-0.005m\n",
+    "\n",
+    "pdd0f=pdd0-ofset\n",
+    "pdd1f=pdd1-ofset\n",
+    "pdd2f=pdd2-ofset\n",
+    "pdd3f=pdd3-ofset\n",
+    "pdd4f=pdd4-ofset\n",
+    "\n",
+    "rhoLuft=ufloat(1.204,0.01)#Dichte von Luft unter \"normalen\" Bedingungen\n",
+    "vd0=(pdd0f*(2/rhoLuft))**(0.5)\n",
+    "vd1=(pdd1f*(2/rhoLuft))**(0.5)\n",
+    "vd2=(pdd2f*(2/rhoLuft))**(0.5)\n",
+    "vd3=(pdd3f*(2/rhoLuft))**(0.5)\n",
+    "vd4=(pdd4f*(2/rhoLuft))**(0.5)\n",
+    "\n",
+    "\n",
+    "pd.DataFrame({\"$r\\mathrm{[m]} $\":utl(r),\n",
+    "              \"$p_d(d=5 \\pm 0.5 \\,\\mathrm{cm}) $\":utl(pdd0f),\n",
+    "              \"$p_d(d=10 \\pm 0.5 \\,\\mathrm{cm}) $\":utl(pdd1f),\n",
+    "              \"$p_d(d=15 \\pm 0.5 \\,\\mathrm{cm}) $\":utl(pdd2f),\n",
+    "              \"$p_d(d=20 \\pm 0.5 \\,\\mathrm{cm}) $\":utl(pdd3f),\n",
+    "              \"$p_d(d=30 \\pm 0.5 \\,\\mathrm{cm}) $\":utl(pdd4f)})\n",
+    "\n",
+    "\n",
+    "\n",
+    "\n",
+    "\n"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 49,
+   "id": "21279ddc-a009-4887-a315-9741255c62b8",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "image/png": 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",
+      "text/plain": [
+       "<Figure size 640x480 with 1 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "plt.errorbar([y.n for y in r],[x.n for x in vd0],[x.s for x in vd0],[y.s for y in r],marker='x', linestyle='None',label=\"Abstand $5\\pm 0.5 cm$\") \n",
+    "plt.errorbar([y.n for y in r],[x.n for x in vd1],[x.s for x in vd1],[y.s for y in r],marker='x', linestyle='None',label=\"Abstand $10\\pm 0.5 cm$\")\n",
+    "plt.errorbar([y.n for y in r],[x.n for x in vd2],[x.s for x in vd2],[y.s for y in r],marker='x', linestyle='None',label=\"Abstand $15\\pm 0.5 cm$\") \n",
+    "plt.errorbar([y.n for y in r],[x.n for x in vd3],[x.s for x in vd3],[y.s for y in r],marker='x', linestyle='None',label=\"Abstand $20\\pm 0.5 cm$\") \n",
+    "plt.errorbar([y.n for y in r],[x.n for x in vd4],[x.s for x in vd4],[y.s for y in r],marker='x', linestyle='None',label=\"Abstand $30\\pm 0.5 cm$\") \n",
+    "plt.ylabel(r'$V_L [ms^{-1}]$')\n",
+    "plt.xlabel('r [m]')\n",
+    "plt.legend()\n",
+    "plt.show()"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 33,
+   "id": "dc0f574f-d45d-4c0d-bf82-b7dc3a4d3b26",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "image/png": 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URSEtLQ1paWkoLy8Hx3GwWq082Vy6dAkURfl0oqWlpUX0OSQ6cgkFsWSjuHQqIFDI5QpBoNkVsQ91uChja2sL/f39SE9Px/Hjx6HT6UQdM9xiKWZR8399soCiKGRkZCAjIwOVlZVgWZYf6DQajZienoZard41YyNmEY83Iv0egNDGaQrZKAAUctnziNR+OBBomg44k8JxHObn5zE1NYW6ujrs27cvIsKS2ywsmUHTNLKyspCVlYXq6mqwLMvP2KytrWFiYgI6nc6HbPxJOpkjl3AIRTaKS+fVCYVc9jD8i/ZSTacCEYHL5cLQ0BAsFgsOHTrEz4pEc8xokUyRSzjQNM0LbO7btw8Mw/AzNktLSxgdHUVaWprPjA2QGBIl3WJywv9eDOTSub29Da1Wi5ycHMWl8wqEQi57FOFmVyKBf0HfbDZjYGAAWVlZOH78uKQp9qstcgkHlUqFvLw85OXlAfC2cpO257m5Oezs7CAlJQVutxtGozGoaVosIEfkEg6BRDiXlpaQlZUFnU7n062muHReGVDIZY8hWvvhQCBEwHEcZmdnMTs7i8bGRlRVVUk+9tUeuYSDWq1GQUEBCgoKAHgjRWIpEM40TW7Eg1z8Qc6nVquh0WhCunT6p9EU7A0o5LKHEAvfFcD7oLvdbly4cAF2ux2HDx9GdnZ21MdUIhfxIOmh9fV1HD16FE6nk+9EE5qmkdbn7Oxs2RbaRJAL4JuOCxTZKJbQexsKuewRsCyL9fV1rK+vo7m5WdbFwGazwWQyoaioCJ2dnbKkY5TIRRrI96rT6VBSUoKSkhIf0zQiwikc6IzWNC2R5BLsmsORDaC4dCY7FHJJcgjth8luVq6FgGVZ3uExPT0d7e3tsh1biVwiR7DPi6Ium6aVlZWB4zjYbDbZTNMSRS6BhjeDIRjZEMVnQCGbZINCLkkMlmXh8Xj4NBjRfpIDDocDAwMDcLlcqK2txebmpuyKvKEWSylzFVdT5BLuNXKapiVDWixSBCIbxaUzuaCQSxIi2OyKXORiMBgwODiIoqIidHd3Y319HWazWYYrv4wrgQz2iioyRYkzTRNK1aSmpvqcN9nSYpGCPB8E4chGcemMPRRySTIIJVwA311+tKZeLMticnISi4uL2L9/P8rLy/lzyK0DFou02F4nKzGQY7ELZZq2urq6a6AzFnMuYhBJWixShCIbQrr19fWKS2cMoZBLEkE4uyIM+QmiWWBtNhsGBgbAsiyOHTuGjIwM/ndSJPfD4WohAzkRq88rlGna4uIiHA4HxsfHUVBQEFfTtHiSmpBsPB4PzGazT82GPG+KvYB8UMglCRCJ74qUCGNtbQ3Dw8MoKytDU1PTrnmJWBBBuGMqNZfAiMdi5m+a9vrrr6O8vBxOp3OXaRppe47FQKecaTEp51VcOmMLhVwSjEhmVyIlF4ZhMDExgZWVFbS1taGkpCTg6/ZCWuxqQCI/L2KGBviapk1OTsLhcMRkoDOWabFQYFnW5/qFmmjkusjrFLKRDoVcEghy88rtuwIAVqsVAwMDoCgKx48fR1paWsjjxjtyifR8sSDAZEQyqCILTdMAwG6382QzNjYGt9uNrKwsfsZGqmlaomo94SKmUGSjuHSKh0IuCYBwdiUS3xVCAuG6e1ZWVjAyMoLKyko0NjaGffD3SuRypUdCiZw3CXVeMmMTyDRtaWlJsmlaoiIXoscnFkKyCeTSKSQbxaXzMhRyiTOikXAhD4R/WE/AMAzGxsawvr6O9vZ2FBUViT5uPCMXjuOwsrIChmGQn5/v0xYb6nhXOvaC5D5FRWaalpOTE3Cgk3RvJWPkEg7CDk7FpTM4FHKJIyK1H/YHeX2gRchisWBgYABqtRrHjx8XtWALjxsvchFK+et0OkxNTUGn0/GKwTk5OUFVmK/0yAVIjrRYJKAocaZp/jM25LtMZEFfLihkExgKucQB/rMrUm8qYeQiPPby8jLGxsZQXV2N+vr6iB+ceKXFtra20NfXh6ysLBw+fJivIW1tbcFkMvHS88LiMfH6uJIfQoK9ELmEQyjTtPX1dUxOTvIinYDXPluMs6mcCBb5y4VQZLOwsACLxcLP2FzJxmkKucQY/vbDUqRPCPzJxePxYGRkBBsbG+js7OTl26UcN5aRC8dxWFxcxMTEBO9oSWRt/NtiXS4XTCYTzGYzxsfHeTVg4PKDeiU9gP6I93sTU8OLBsFM0zY2NgAA586d22WaJsU/KBLEuwVa+MyTkQOysbqSXToVcokRhBPBcvqukChje3sb/f39SElJwYkTJ6La/cUyciEEaDKZ0N3dzZtlBfsstFqtjxqw3W6HyWTC0tIS7HY7XnvtNX4hysvLC6mZtdeQiMiFnDNenyExTcvIyMDi4iKuueYaPrIhkWtGRgZPNLEY6GRZNm5GbP5gGGaXoGYgl85Arc97jWwUcokBYuW7AngXgaWlJczPz6O2tha1tbVRHzsWkQvgfYjPnDkDnU6H48ePR0yAwuKx2+2GzWZDZWUlTCYTDAYDpqenodFokJeXx5NNrHe9sUYiIpdEnJdsZjQazS7TNNL2PDMzA5vNFjBNGg0YhknYfULIRYhgis9CsvnQhz6Ej33sY/jQhz6UiMuWBIVcZAbLslhbWwMA5OXlyfrQktblpaUlnyggWpAoQ870iMFgAMdxKC4ullQHCnSNFEXx+XyimUXqNYuLixgdHUV6ejpPNvG0CpYDV0PkQkA6xfzPq9VqUVRUxHc6Ck3TSJqUzNhINU1LlDIAEJhc/BGIbNbW1vbUvQwo5CIbhBIuKysr0Ol0fB1BDmxubvJDkQcOHJCNWADfLrRoFxmGYTA+Po7V1VUAQGNjY8hzRgL/xdffl56IEppMJkxNTcHhcCArK4snm6ysrKT397haIhexMy6xME2LdUE/FKRETRRFwWazhRyETkYo5CID/NNgKpWK//9yHHtubg7T09Oor6/H3Nyc7DsY4Q4pGthsNvT394OiKHR3d+ONN96QLRoScwyNRuOz6yXDfqRmQ4b9CNlEYqgVD1yNkUskoCjxpmmk9TnQQGciIxcpxEZmiTIzM2N0VbGBQi5RItDsikql4tuOo4FwJqSnpwc5OTlYXFyMSfEdiG5Hp9frMTg4iLKyMjQ3N/NTy3KSS6SLr/9CROYvNjY2MDMzA7Vaze94c3NzkZKSEvV1RourJXKRY4GnqOCmaWSgk3SrkTRaWlpaxBP6ckLqua1WK9LT02NwRbGDQi4SIZxd8ZdwidZ3BQBMJhMGBgaQk5ODEydO8B0zchzbH9FELizLYmpqCgsLC2hra0NpaSmA0AOfBPHcqVPUbkMtIju/vLyM8fFxpKam8kSTiLTJ1RS5xEL6JdB3TEzTSAOIWq3mv/vs7OyIho3lgJiaSyCQxoa9BIVcJMDffti/Gywax0iO4zA7O4vZ2Vk0NjaiqqrK59ixIBdh5BIJiFWy2+3e5RETjlykCFfKufgKbYBra2vhdrt3dSlRFIWZmRnk5eVJKhxLQSIW+Whmr6QiHtIvwUzThoeH+ZqN0DQtNzc35gOdUsjF5XLB7Xb7PF97AQq5RADh7Eqoh1IqATidTgwODsJut+PIkSO8BLocxw4FMVGGPzY2NjAwMICCggJ0d3fvqgNJOWY4xHJnr9FoUFhYiMLCQgCA0WjEyMgIHA4HRkZG4PF4fOo1YsUZI0GiIpe9qO8lBcQ0Ta1Wo7GxEVlZWT6maaOjoz4Dnbm5uTGZsYmUXHZ2dgBAIZcrFf5F+1C7PZqmIy7oG41GDA4OIj8/H52dnUGL9rEaeBQbGQgjq+bmZlRUVAT8HOQml3gvgFqtFjRNo7W1NaA4I4l8CNnIlV5JVOQSbyRKERm4vMD7q0MIo9dLly5heHiYH+iUq7VdSs1lZ2eHn/naS1DIRQSE9sNiBiIjSYuxLIvp6WnMz8+jpaUF5eXlIY8fi8gFEEdapMFgZ2cHhw8f5mVZgh0P2DuRSygEEme0WCwwmUy8J31KSooP2UjZ8V5tkUuiOvWCRU3+0avL5eI3FKS1PVrTNClpMdKGnOxt9P5QyCUEhLMrkUi4iI1c7HY7BgcH4Xa7cfToUVEFu1hN04c7rlB08vjx42EXz70euYSCMJdPdNL8d7xkESL1GjELSiIW+qspLUYgNnrQarU+pmnCGRuppmlSyGVnZyfp2ubFQCGXIIhGwkVM5KLX6zE0NITi4mK0tLSIvuHiHbkQJdfJyUnU19ejpqZG1OdwJUUu4aBWq30kTIRT5WQREg76ZWZmJs1CkawGZbE8r1RiS0lJQWlpaUjTNPI95+bm7vqeybkjJZe92IYMKOQSEJHaD/sjFAGwLIvJyUksLi6itbUVZWVlsh07GgSKXDweD99ZE6nczJUcuYSD/1Q5Ed8kg34AAopvKpFL7EHux2hbzYW6d4FM0+bm5kBRlM+MDZmjUiKXqxAkDRap/bA/ghGAzWbDwMAAWJbF8ePHJe1GYhm5CInAYrGgv79fsuhkoGP6/y5SJGvkEgrCRYgM+pF6jcFgwNTUFLRaLfLy8mQZvI0Uiap9JKqgT56dWMzYBDNNI0O7hFTW19cjUvS22WxK5LKXEW52JRIEqrmsra1heHgYZWVlaGpqkrxzikW3mP9xV1ZWMDIygpqaGtTX10v+HOScTdlru7ZgCCW+ubGxAZfLhXPnzvnUa2IpWHi1FfRjRS7+CGSaZjAYMDIyAr1ez28qhG3PwRQiSOSy13DVk4vY2ZVIIKy5CIUc29raUFJSEtWxY5kWYxgGIyMjWFtbQ0dHB981IxVyDz7uxcglHITimzRNw263o7CwECaTCRMTE3A6nbz4ptiicSS42tJiwlGCeIKmaaSnp0OlUqGrq4vfVAgVIkjHIflHBC6tVuuem3EBrnJy8bcflmtSmRDAzs4OBgYGQNM0jh8/Lkufeqy6xTiOw/j4ODQaDY4fPy7L3Eaoz1KKaOGVDo7joFKpwopvCus1aWlpUX02V1tBXy7jPqnnJhkLf0VvYcfh/Pw8RkZGYLVa8eSTT8Jqtco6zPnqq6/ie9/7Hi5evIjV1VX87ne/w+233x7wtXfddRcefvhh/PM//zM+//nPR3Seq5ZchLMrQu8EOUDI5cyZM6isrERjY6Nsx6dpGm63W5ZjEej1ethsNhQWFqKzs1O2aw0XuUT6gF+JkYs//D8TMeKbQrO0SGtjiV7kr5bzAqFboP07DslMmcvlwksvvcTPll133XW4/vrrcf3110smHKvVivb2dpw8eRLvfe97g77uiSeewBtvvBFx0xH/niT91R4GKdrPzc2BpmmUlZXJ+nB5PB5MTEwAAA4cOBB1GswfcqbFhKKTqampKC8vl/XBU2oukSHcZxVMfNNkMgUU3yRSJ+HOebUV9BPp5SL23FqtFt3d3XjkkUdwzz33gKIovPWtb8WLL76IL3zhC+jr65N8HbfccgtuueWWkK9ZXl7GZz7zGTz77LN417veJek8VxW5CGdXLBaL7OEx6bAiOwo5zcII5CIXf9HJ4eHhmMjKyEkuV2PkEgpC8U3gsnyJyWTCzMwM7HY7MjMzebIJJL6ZyMglEYt8oiMXKe/ZarWivr4eH/nIR/CRj3wkBlfmC5Zlceedd+KLX/wiWltbJR/nqiEX/9kVuQ29lpaWMD4+jpqaGuzbtw//+7//C4ZhZBe+k4NcAolOxqKWc7UQglyI9rPyly8hE+Umk4l3bfQX30wkucj9bIhBIr1cpBJqvF0ov/vd70KtVuOzn/1sVMe54skl2OyKSqXiDa2iARk0NJlM6OrqQn5+Pr9IJEoDjMDlAs6coTAzQyEjAzhxgoHDEVh0MhZEoEQukUPOhd5/opwM+ZlMJl58MzU1FW63G3a7Pa7eJolMi+3FyCVe3WIXL17ED37wA/T29kZ9L17R5BJKwkWOyGVrawsDAwNITU3FiRMn+GIqIa9YtQyLOe7mJvD1r6tw4QINjwdgWQ4/+tEO3vteGz7xid1y/rGS8ldakcUjllFEoCG/7e1tLCwswGaz4ezZs0hJSfGp18QyskjknEsyFvRDIZ7k8tprr0Gv16Oqqor/GcMw+Ou//ms8+OCDmJubE32sK5ZcAtkPCxENuXAch/n5eUxNTaG2tha1tbW7jh/pYs2ygM0GpKcDoZ45semrX/+axunTNKqqOGg0bmxsmGE0ZuCFFzpw55273/deiFyuBsTrfRL7X6vVCo7j0NraKov4plhcrd1iUtNi8SKXO++8EzfeeKPPz26++WbceeedOHnyZETHuuLIxX92JVjRXornCuBtERweHsbW1lZIvS2xx3e7gUceofEf/6GC2QxUVnI4eZLFHXewAUlGDGm53cDzz9PIyuIAWGEyWZCZmYnCwjTMzFB44w0O73yn7zFi5ROjRC7ikUjJ/XiLb15tjQRSz03SmXJO6O/s7GB6epr/70uXLqG/vx95eXmoqqra1Yik0WhQUlKCpqamiM5zRZELmV0hi2SooUgpkYvZbMbAwAAyMzNx4sQJfoI22PHFLNYPPKDCr36lglrNITUVGBuj8OUvq2C3Ax/+8O6/F0MuHg/gdHJwOnews2NHXl4eNBotOA7gOMDh2P03iSjoR3I+JXKJDYIt8mLFN4VmaZFc+9UauUiR8tnZ2RFlxyEWFy5cwHXXXcf/9z333AMA+NjHPoZHH31UtvNcEeQilHARO4EbSU2E4zhcunQJ09PTaGxsRHV1ddjjiyGB+Xngt7+lkZ7O4c1uUmRnA6urwL/+qwrvfS8Lf7khceRiQX6+FQsL+aiqKoBK5X2YNje9abfm5t2LejzTYm63G4ODg9jY2OC7l/Ly8sIqvyqRS2zOGe5e9hffJOoTJpMJ6+vrmJyc5L3oCdmE2niR8yZK/iWR5BLucwkEuWsu1157bUT3WiR1FiH2PLlI9V0RG7m4XC4MDg7CarXi8OHDyMnJEXVdYtJiY2M0dnYoVFT4ftHZ2YBeDywsUGhs9P1dOHJZXl7G6OgoPvjBZpjNqZiaopCdzcHhoMAwwG23sWhp2X1jxaugb7FY0NfXh7S0NHR0dPAKwbOzs/y0OfknfBCvhsglEakiKYV1oSgjEd/0ly4h9sB5eXnIycnZlQ66Wgv6UtJiiipyAhCp/bAQYshlY2MDg4ODyMnJEeW+6H/8cIt1VhYHjcbbMiyMUFwuQKPBmzUTXwSrjTAMg7GxMayvr/Oik7W1DP7nf2j091OoqeHwjnewePe7A9dy4hG5rK6uYnh4GDU1NaitrYXb7UZOTg7fvUSmzRcXFzE6OoqMjAyeaFiWveIjl0RADkJTqVQ+XvQul4sf5iTim/71mkSmxfZSzcXhcIBhGFnTYvHCniQXqfbDQoRa/DmOw8zMDC5duoSmpiZUVlbKahhG0NPDobaWxcQEjdJSL9E4HMDWFoVbb2URSDkmUG3EZrOhv78fFEX5iE7u38/ha18TV1eKZUGfZVlMTExgeXkZ7e3tKCoq2nUu4bR5XV0d719uMpkwNjYGl8sFiqKwsLAgKoW2F3GlmIVptdpd4pukXkPENwHv5o2k2+L1vlmWjamFQShIiVysVisAKKrI8UA09sNCBEtbORwODA4OwuFw4MiR3fMg0R5fCI0G+N73GHz2sxQWFqg3/w7o6mLx5S8HNo7yJ6319XUMDQ2hvLwcTU1NkneDsSrou1wunD9/npeZERveC/3LOY7D6uoqpqenYTabw6bQFIhHPAiN6NYRx8adnR309fXBYrHg/PnzUYtvRgKpdQ+5zh3p82m1Wvlh172GPUUu4WZXIgGJXIQPl8FgwNDQEAoKCtDV1RXVDkdsDaOtjcMf/uDGSy/RWF8H9u3j8Na3eqOYUMcV2iXLIZAZi8jF4/FgenoahYWFvMyM1GtLS0uDWq1Ge3s7WJblc/yBUmhyz2TEC1dK5BIKRHxTpVKhoaEBmZmZ2N7e5sU3x8bGkJ6e7lOvkTPS2Gs1F9KGvBej9D1BLsLZlWjsh4UgXzLZTRB14JaWFpSXl8tqGBYOGRnAn/yJuNeSiEgYDcgRMssp5c9xHBYXF7G9vY2SkhIcPHgw6s9TWL+haZonEpJCM5lMMJlMGB0d9dHQulJTaHIh0arIKpUqqPjm9PS0KPHNSLDXyIW4UO7F+zfpyUVO+2EhyJdstVoxNjYGj8cj20INxM4xcmtrC4A31XDo0CHZduhyFfQZhsHo6CgMBgOys7ORl5cX8wdDq9X6zGRYrVaebPZSCu1qiFwIgnWLhRPfZBgGOTk5fGQT6cKbSHKRUtCXe4AynkhacomF/bAQ5Fjnz59HSUkJWlpaZE2lSFUACAaO4zA76xWdBID9+/fLer1ypMX8GwtGR0fjLlwp1NCqqqry8ahfWFjYlULLyckJuNgkaqeYCHJJxGIr9rxixDeF9ZpgPvQEiY5cpNRclMhFRnAch+3tbVgsFuTn58tOLKR7CQDq6uqwb98+2Y5NIKekP5m1sdls6O7uxrlz52Q5rhDRFvSNRiMGBgZQWlqK5uZmPsJMdPuwv51soBQaWZjksA2OBsk6RBkLSJlzCSa+aTKZsLq6iomJibDim4lqRSabZSVySSBItEK6gk6cOCHr8cnuGvCG4MG0waKFXDWMzc1N9Pf3IysrC8eOHeN3PsmiAyaMqPbv34/y8vKojynn9fkjWAqN2AaTeyI1NTUhi/3VELlwHCfLeYn4JhlsFvrQC8U3hfWaRE3ok42m1JrLXkTSkIv/7IpGo5E1rQR4h/hGRkb4tt3XXntN9nMQRJsW4zgOCwsLmJycRH19PWpqanwW2GjJxWwGHn+cxv/+Lw2aBrq7c3Hs2GZEx/B4PBgcHITFYgnYtp3swpWhUmhra2vweDw4f/68TxdaLBemqyVyETZmyIlg4ptkVops9gwGA7RabdTim5GAPK9SIpe9OOMCJAm5BJpdUavVsi38DMNgfHwcq6urOHDgAIqLiwHIm7ryRzR+LsSAzGw249ChQ3wnDXBZjDMactnaAv7iL9To76ehUnHgOODcuVy89BKNri5v91o4kFmFlJQUHDt2LGCRPBy5RPJgx2MREKbQiouL0dfXh8rKSphMJoyMjMQlhXY1FPSFwrKxhL/4ps1mw8WLF32yF9GIb0YChmEkpff3qvQLkATk4m8/LDTzIrL50WBnZwf9/f1QqVQ4ceKEzzBSJB1db7xB4ac/VWFggEJZGYc772TxgQ+wCLb5ktotRrS3UlNTcfz48YADZdF2ov32tzT6+2kUF3MgnGCxMBgdzcCTT9L44AdDH3ttbQ1DQ0Oorq5GQ0ND0AdGTOQSyeIW7509RVGiUmhixRrDQYlcYgeKovjCeGNjI9LT02GxWGA2myWLb0YCKRJVgHf9UiKXCBHMfpiARBXR3PxExLGqqgoNDQ27bmaxkcvzz1P48z/XwG4HVCpgeZnCxYs0JicZfP3rgf9eCgGQ662pqUF9fX3Q9x0tubz2Gg2KukwsgFfbjOOA118PTi4sy2JqagqLi4s4ePAgHwEKsb4O/P73NE6dorGzsw/HjtnxyU96xTj9Ecl3m+humVApNCLWSPL70aTQlMgl9uemaRo0TSM7OxvZ2dmSxTcjQTQWx8LMxV5CQshFjIQLmcqV0mHh8Xj4WQsi4hgIYsiFZYH771fDZgNycy+7RO7seGXxP/pRBoGazSKpuQQSnQyFaDu7tFqA4ygAvsfgOApabeDjulwu9Pf3w+Vy4ejRowF3U0Yj8OUvqzE6SiEjg8POjha/+U0qVlZU+Na3GKSlSb7kN68veYQr/bvQhPn9kZERfh4jkhRaIt5fItSJCbkkk59LIPFNYpYWTHwzkuuXSi52ux2VlZUR/10yICHkQm7mcGZeQORfisViQX9/P7RaLU6cOBGy710MuSwuAjMzFNLSfO2H09O9RfEzZ2js27d7py+25mKz2dDX1weapn1EJ0Mh2prLjTeyePFFGlar930AgNVKQ6VicMMNux+Yra0t9PX1IScnJ6QsztNP0xgdpVBf75Wv2dpyw+VicP58Cl591avKLBWJjlzCwT+/HyqF5jVvC6zvczVELomarSFyT2LOLdS2A3zFNxcXF8FxnE8KLdzmQWoL9M7ODtKi3ZUlCAlLi4XbfZMbwOPxiMp9EsmRiYmJsGkl4TnCkUtKipdU/NdylvX+PBh3iUldSRWdjDYt9u53s3jlFRbPPUdjY8ObDlOpaJw4sYabbvJNdS0uLmJ8fNynYy0YLl6koNPBRxdNp2Ph8QAjIxTe8Q7JlwwguSKXUJCaQrtaai6J9HIBpEVMgcQ3TSYTDAYDpqenodFofMjGv1YqtQVa6RaLASiKEt0x5na7MTIyArPZjK6url0e0MEgJrooLgaOH2fx0ks0dDpvzYXjAIsFyMkBrrsu8N+HIi4iOrm0tIS2traIRSejJRedDvjnf/bghRdonDpFgaKAlhYz1tYM+NGPysBxwMGDDPLyRrC1tS76M01L81osC0HWy9TU6BbOZI9cQiFQCo0McgpTaA6HAy6XK64LfqLIJVGRCxB9Oo6Ib2ZmZqK6uhoMw/DDnEtLSxgdHd0lvhlNzUUhlxhATNpqa2sL/f39SEtLw/Hjx0FROrAsgnZxRXp8APjWtxi8//0UlpcpcJz32KmpwHe/60GwWlsw4nI4HOjv7+e1zKS0GcqhW6bRAO94B4t3vMNrTvad7+jw7LPVyM+nwLIMfve7HRw8mINvfasWeXni5L7f9jYOr7/utVP2zrVR2NhQIT0dOHrUl1ykLGh7JXIJB51O5yNpsrOzA7PZjK2tLVy6dAnLy8uiUmhy4GpLiwHy13rEiG/qdDpQFIXNzU1kZWWJvgalFVkCorUi5jgO8/Pz/JDh6Ggd3vIWNQYHaaSlcfjYx1h84xsehLJjUalUoqboGxs5vPCCG//93zTGxmgUFXF43/tYNDWFTuv5E4DRaMTg4CAKCwuj0gaTWx7/jTconD6tRWHhFiorU2AwGJCZmYGFhWr09TG44QZxi/oNN7AYGKDwzDM01tYAh0OHtDQGd97JoLMzsKumWOzlyCUUhLtgg8GA0tJS6HQ6mEwmzM3NydaFFgxXU1pMajtwpAgkvjk1NQWLxYKhoSGwLCtKfJPU7vaiCyWQ5JGLWq0OOOvicrkwPDyM7e1t9PT04NSpfLzvfRrQtHcBs9koPPwwjYsXNXj5ZXfQKEalUsHhcIi6lvx84O67WQCRSeMDvs6WLS0tqKioEHWMUMeWk1yGhihwHAWdzg29Xv9mN0wGxseB/n4aN9wgrutNrQb++q8Z3Hgji8FBCgbDBhobt/Hud9cj2ueZPHyJ0sKKF2ia9ulaEqbQhoeHwbJsRIXkcLja0mKJOG9KSgrS09OhVqvR3NzMN3sQmRph5OMvvqmkxWKEQJGL2WzGwMAAsrKycPz4cWi1WnztaypQFAeWvfyQMAyFc+coPP88jZtvDl4XiYUsPrl2lmXhdDoxNDQEm80WlbOlEHIXfzmOhc1mQ3Y2i9LSMuh02jd/johJQaUCuro4dHVxmJragsPhiJpYrhYEWugDpdD8C8l5eXnIz88PKNQo5ZyxRiLTYon2cvFv9ggkvpmamoq+vj5kZGTIOkT56quv4nvf+x4uXryI1dVV/O53v8Ptt98OwJvK+8pXvoKnnnoKs7OzyM7Oxo033ojvfOc7KCsrk3S+PZMWEwokNjQ0oLq6GhRFwWoFRkcD3zBqNYdTpyjcfHP448sNchOfPn0aOTk5OHbsmGy5czlJcWdnBzQ9C5quhd2u5YllZ8dLLp2d0bUPyylcCVz5kUuo9xaokExy+0SoMSsri0+hicntJ2KhT2S3WCLJJdDzH0x8849//COeeOIJWK1W3HnnnXjXu96FG2+8EcePHw9rKxAMVqsV7e3tOHnyJN773vf6/M5ms6G3txdf/epX0d7eDrPZjM9//vN497vfjQsXLkg6X9JHLh6PB06nk5ecP3z4MLIF4946HaDTcXA6d9+sLAuEEj2OFblwHIfl5WUAQFVVFWpra2V9mOQiF9IK/Za3VMJi0eH3v/dgdJR68xzAtddyOH5cOjnEQnL/SinqB0Kk781/8E+YQiO5faEWWiDtrKstLZYo+2ux5ybim/fffz/uvfdelJWV4S//8i9x7tw53HnnnTh58iS+9a1vSbqGW265BbfcckvA32VnZ+P555/3+dmPfvQjHD58GAsLC6iqqor4fElNLmq1GhaLBadPn0Zubi6OHz++i/3VauBDH2Lxq1/RYBjhQ8KBpoE//dPg5BELchGKTgJARUVFVA+vxwO89BKFS5coVFZ6ByCjJReO4zA1NYX5+XkcOHAAJSUlqKiwQqOZQmpqHlgWOHCAw5EjvhIxkSIWkcuVjmjeZ6gU2tTUFHQ6nY8WmkajuercLxOdFosEVqsVAHDy5El8+tOfBsdxcDqdsbi8gNja2gJFUXxUFSmSNi3GcRwsFgssFgtaWlpQWVkZ9G8eeMCD3l4NBgcpaDQcGMZbK3j4YQ8E9iK7ILdbpL/o5EsvvRQVCSwsAB/5iAbj45ffd10dh699LRUNDdKO63K5MDAwAIfD4WPrrNPRaGnZiGqK3h/ByMVqBQYHKXAcjQMHWATQ5gwKJXIRB7EpNJfLBavVGnM7ASEStcgnystF6rmtVitUKhU/kElRlOSUWKRwOBz40pe+hD/7sz+TXCdOysjF4XBgYGAAdrsdxcXFYUOyvDzg9Gk3/vhHGmfPUsjLAz7wAQbhIrloZPH9QUQn9+3bh7q6OlAUFTV5ffazaoyNUUhP986luN3A1BSF+++vwSOPzEV8PCLjkp2djWPHjvnIuMSiphGIXJ54gsY//7MKej1AUWqUl3P4u79z4ZprQn9OSuQSHYKl0CYmJjA7O4uZmZmwKTS5cDUX9CMBcaGM9zW73W588IMfBMuy+OlPfyr5OElHLgaDgZ8FycvLg91uF/V3ajVw220sbrtN/LnkSIsJRSc7Ozt5oyJyfKnkNTlJ4dw5Gikpl+VUNBrvFPz0dCrGxnRoahJ/vKWlJYyNjfG2zv4Lh9DhUq68tD+5nD1L4b77VHA6gYICgGU5zM3R+Lu/0+GXv7Rj377wO3clcpEHJIU2PT2NgwcPgqbpsCk0uXA1FvSlPFeJkNt3u914//vfj0uXLuHFF1+Mqrs1adJiRM59YWGBt8udm5vDzs5OzK4hWnKxWq28V0wg0cloaiNGo7fe4p8yUqu9bdYmk7gblWVZjI2NYW1tbRf5CSGMXOSC/3f82996xTKrqi7rtVVUsFhcpPHHP6rxmc8EH2hVIpfYgEQRoVJo/oOckUyYB8LVWNCPJnKJFwixTE1N4aWXXhItoxUMSRG52Gw2DAwMgGEYnzpALFuFoz3+2toahoeHQ4pORkMuTU0c0tIAux0QDug6HF4xyNpaW9hjOBwO9PX1geO4sIrLZFGTc+7HX0ng0iUKWq2XWBwOB+x2G2haBY8nDTMzTjAMF/YBVCIX+c/pT2j+KTSHw8EP/YntQov0nPHAXqu52Gw2Wd1Od3Z2MD09zf/3pUuX0N/fj7y8PJSVleF973sfent78eSTT4JhGKytrQEA8vLyJBmnJZRcKIriXQ1LS0vR3Nzss7jI5UYZDGQYMZKdVCSik9HUXPLzgZMnGfzkJypsbXkjGJfLu9u/444t5OeH7hoxmUzo7+8XLTVD3r/YBW5+HlhY8KogNzdzAWV2/B+KhgYOAwMUdnZ24PF4kJ6eAYbx2ixrNCt47bVpftHKz8/3WbTCPWDDwzReeUUFvZ5CbS2H66/3oLJy7xFRMnZupaSkoKysDGVlZXwX2sbGBvR6vaQU2tU2oQ9Ii1zkTotduHAB1113Hf/f99xzDwDgYx/7GO677z784Q9/AAB0dHT4/N1LL72Ea6+9NuLzJYxcWJbF6OgolpeX0draitLS0l2vEauKLBXkyxZ70xHRSRJhhQtZo20Y+Pu/Z5CVBfz85zQ2Nynk5XH4+MdZ3H67AQ5H4OMSzbWpqSk0NTWF7LITQmxazOMB/ud/aLz6KoWdHa+icmkphw99iEV7+25xSuH7v+02O373OwpraxqUlqbB5QKMRhrl5Rw+85kK5OfnYmNjg/dA0Wq1yM/P5zW1gl3fs8+q8LOfabG15TVCe/VV4H//V4Uvf9mFlpbYKDDEAskSuYSCsAuNODgSk7TZ2VnY7XY+hZafnx/QVOtqLOhLScnJnRa79tprQ95jct9/Ca25kFpFMDOceKTFAO+uIpgBFoHRaMTAwACKiopEi05GO4+iVgNf+AKDT3+awcaGtytOpwPm5mjYbLuPK5yx6enpiag/XWxa7PRpCs8+6xXvrKnh4PF4012//jWNigoGwjStcNEym82w2frwhS/U47e/rcXKitcJs7WVwb33ut7s7EtHeno674GyubnJEw1p7FhaWkJRUREyMjJAURS2toBf/lIDt5tDSwv35nsAJiZo/PKXajzwgGtPyc8kY+QSCiqVCgUFBXwtj6TQTCYTlpeXd6XQ0tLSElrQT0TNhWRHpJDLXtUVAxJMLs3NzSEXs1iTC3HCDHWOaEQn5Zqj0WoBYWAXSBXZarWir68PWq0Wx48f32VWJAZiNMvOnaOg0YAnEbXaO3szOkpheJjC2952+e/JdRLDsaamJlx3XSVOnvRgfBwAPKitZWCx0NjZAYTPkX/e32az4ezZs7BYLFhaWuI9UubmyrG+noK6usvnpWmgpITD+LgKBgOFoqK9kR6Ld+RCzifnQu+fQrNYLDCZTD4pNJqmkZ6eDrfbHVM7AX+wLBvX8xEI7dwjQbwL+nIjKQr6wRDrmku4WRSXy8XLzkgRnZRzjkYI/4hIr9djcHAQFRUVaGxslBz6i5Hy39qikJLiuwh6T8fB4fBGIwQcx8Fut2NychLd3d28WZZW61UAOHsW+Pa3dVhYoKHRcDhyhMXtt7sDeuSQ6La5uRlarRZbW1vY2NjA+voatrdTYTS6kJ6uhU6X8ubkeeSim8mAeO7oY0EuQlAUhaysLGRlZaGmpobXzZqensbm5iZef/11Hy20SH3pI0WiIheyviiRSxKB1Fxi2V0SjACI+jIZOJSy44mV6jKJMDiOw/T0NObm5tDW1hawbiXluKHQ2Mjhuee8dRLylVitgEZDoazs8nt1Op2YmZmBx+PBW97yll2daoODFH76Uy0sFqC4mIPLBfzhD2qsrlL44hddCPRxk7kZmqZ5ifLiYuB//1eL9XUGWu0OrFYTWBZYXc3BsWMuZGVxACKP4hKBREUu8apDEN2s9fV1pKeno6SkhE+hLS4uAsCuLjQ5kahuMYZh+I1sJNjZ2Qk6OrAXkPBusVAQFtxjtePwT70JC+JC9WUpkFteRnhcj8eDixcvwmaz4ejRo7IYConRAnvrW1kMDVEYGaFQWOglBbOZwrFjLF/zIEoApNsr0CLx3HM0treBpiaW99vJzGQwOEhjaIhGV5c4Us7MBP7iLxj8+MdarK/nQ6Xi4HQyqKy04y1vmcLp096FjDQG5OTkJKyoKwZXUuQSDKSwHiyFtr6+jsnJSaSkpPh0oYWri4o9b7whdf2y2WxK5BIrCAvu8SAXj8eDoaEhbG1t4dChQ7xtaTgsLACPP+5tGT5+nMPNN7NQqWKXFnM4HLBYLCgsLJRVyl9MWqy6Grj7bgYvvkhjfJxCVhZw000srr+ehVoNrKysYGRkBHV1dcjIyMDk5OSuY3AcMD1NISeH9UldpaUBHg+FtbXAi10w8rvuOgYVFQ68+qoaRiOF6moW112nRnFxK9zuRn53PDo6CoZhdhWYkwVXQs1F7Hn9F/lgKTSTycQ3dESbQttrmmZ72eIYSHJyIZakHo9H0hCPGBBy8RedFHu+X/6Sxt13q9+8XuD//l8KPT0s/vhHd0zSYisrK5iamoJGo0FnZ6fsUv5iFrjaWqC2loXLhTdJ1LtgjI9PYGlpCR0dHSgsLITRaAx4PIoCCgo4TEz41mg8Hu/vQgVhwa6voYFDQ8PuCX+NRoPi4mIUFxfztrEbGxu8zElKSgof1eTm5iZsgpvgaolcwp2TpNACdaFJTaElsuYi5byJkH+RE0lNLqRdOZYdYzRNw2g0YmhoyEd0Ugzm5oC771bDyx8UCI/09lL4+tfVuOsu+ciFZVmMj49jdXUVdXV1WF5eln1REEYuOzvAf/83jTNnaKSnA+96F4MbbuB8Ig3Cv/5Ky2S3FSrNdt113g6z9XVvN5fL5W2xrqxk0d4e+PuO9v2azRRefz0HOzs5OHBgH665xoWtLW+78+TkJJxOJ3JycpCfnw+dTpeQSOJqIZdId/JypNASGbkoabE4I1I3SrnBMAxsNhu2t7dD6m4Fw3/+p+rNxdb3fTAMhV/8gsbdd9PweFxRX6f/8KbD4eB3b3KCRC4bG8D736/B0BDFd109/jiNT3yCwf33Mz4EQyK+jIyMgErLwRboa69lsbLC4fnnVRgfp6FWA7W1HE6edAec9ieQuuC//LIK3/iGDgaD9+JTUji8/e0a3Hefd4dMOttMJhM2NjZgNpt5XTapFsLJjlhZfIdDtCQaaQotKyuL3zjtJXJRWpFjjFi1IxPRSZZlUVNTI6krw2z2psICcZ/NRgGIvuZiNpvR39+P/Px8tLa2QqVSweVyxWRXTcjgxz9WYWiIQmbmZUVmqxV45BEVbr2VxdGj3nOvr69jcHAQNTU1qK+v37VghCIXlQr44Ac9eOtb3VhcVCElBWhuDuztQmo0p0+XYH4+BU1NXh8YseUSvZ7CfffpYDIB5eXeepjFAjz5pBoNDSw+8Qk3KIpCWloa0tLSUFFRga2tLfT390OtVvPijWTBIpPncu/4ExG5kFmveELuRd4/hWa323nVAGEKzeVywe0OLo4aK0h5vySFK0ejTqKQ9OQSCwkYIjpZUVEBp9Mp+UY/dozDD36w+8GkaQ7t7Ry0Whp2uzRy4TgOCwsLmJycRGNjI6qqqvhFIFYtzmR39/vf06Bp+LQDp6V5yfSZZ2gcOeLhW6CJk2Ww44UjwZISzqeFORD+939V+OMf1bh0qQQFBVqcOqVBWxuLj3/cHbI+Q/DCCyoYjRQqKy93pmVlATs7HJ54Qo1PfGL3gkPTNGiaRkNDA4DLOf+NjQ0sLi6Coih+Z5yfnx+zmmAskSgByVjLv6SmpiI1NdUnhbaxsQGj0YjR0VHMzs7K2oUWDtFELkpaTCLinRZjWRYTExNYXl7mRSeHh4clH//WW1m0t7MYHqZ4i2Wa9gox3ncfI7kVmWEYjIyMYGNjI2DXWqznZzwewP/ZpyjvP5eLRV9fHywWS9gWaDlsjpeWKDzzjBqpqRz27bOgrCwTgAoDAyqcOcPippvCf75bW14NNP/3pNN56zBiBi6FOX+WZbG9vQ2TycT75GRkZPjooElZPBMVucQb8ZR/EabQFhYW0NHRAZfLBbPZHDKFJieiqbkoabEYQq60WDDRyWjIS60GnnnGja98RY1f/5qGw0GhrY3DN7/J4OabWSwtRZ4Ws9ls6Ovrg1qtDirjEuvI5e1vZ/GrX6nAMN70FeCV+qcoDoWFI/xnGG63Lge5zMzQ2N6m0NbG4tIlb4osJQXIymLR26sSRS7NzSxomoPdDpCmIo4DLBYK117riXiSn6Zp5OTkICcnB7W1tXC5XHwn0/DwMFiW5RerWAwDyoWrzcueZVlotVpkZ2ejsLAQAPg6WywHOaWQC8uySuQSa8gRuRDRyeLiYrS0tOyS9Y8mD5ubC/zkJx788IdeG2KhxXWkJEBcOMvKyoJ6xJDjkgn9WLQi/9VfeedYlpcp0DTe7ILj0NGxiptuotHS0i1qcZCDXHyjisvv9fJ1hceJEwy6u1mcPatCRgYHjcYbzWRlcfjoR6PPwWu1WpSUlKCkpMRHkp50MqWmpvoMcQZbaK6WyCURqsgsywY8b2pqKsrLy1FeXg6O4/iIdG1tjf/uCNHk5ORISqFJFa0EoNRcpELMjR1NzUUojxJMdFKlUsHhcEg6vu9xLu/yCcSmxYTimK2trSgrKwv5+lj43ZPjehscgD/8wY2f/1yFl1+moVbb0NExi09/OgO1tc0RHS9actm3j0VGBgejkbxPDm43sLlJ4/rrxRGDRgP80z858PDDWjz9tBouF9DTw+CTn3TjyJHoIkCO86buXC6gqoqDRuMrSe/xeGA2m7GxsYHx8XG43W6+3ZkMccbCBVTctV/5aTHhOYHQUjcURSE7OxvZ2dnYt28f/92ZTCZMTU3B4XAgOzvbZ5BTzPtgGCbiTkNCLkpaLIaQGrmQ2Qu73R6yNhDLVmcxE/putxuDg4OwWq2iZVyEfvdy7gCFZFBZCXztay685z1eCf/Ozk7eU0XK8QL9TsyDWVXF4brrGDz7rArLyxmw2dTgOBr797M4dkz895abC9x7rwuf+IQLp0+rsLBAY2KCQmoqjfZ2dlc9RgxmZyk88ogGY2M0GMarrfahD3lwzTWXr0utVqOwsBCFhYXgOA42m41vDCCeNaQpQIlcYgcx5OIP4XcH+KbQFhYWAMAn/ZkiTFsIwDBM0N8Fg81mg0ajkaRunizYE+QSac2FtO/m5OTg+PHjIUPZWNUvxBybzIikp6dHJONCHhCLhcX//A+Nl16ikZYGfOADDG68kYu4hiA8LiEDu92Ovr4+0DSNY8eOSbrJ5YhcKAp417s8qKlh8f/9fxvIy0vDwYM0OjuZkPMwgWAyAQ89pMXICA2NxttC/vLLwK23evC+90VWe9ncBL73PS1mZug325s5zM/T+OEPNcjK4nDw4O7vnaIopKd7PWsqKyt3edYAwPDwMAoLC5Gfn8971sQKSuQSGYQpNJZl+UHO1dVVTExMBE2hSXWhTE9PT8j3Ixf2RFrM6Qxt6UsgRXQylpFLKHJZXV3F8PBwxKoA5LgWiwbXXpuGyUma74R67DEV7rqLwYMPRl6kBi6nxYhFMqlRRSPhL0eqh6aBAwdYWCxr2L8/Dzk50oYZX3pJjeFhGo2NLK8uYDBQePZZNbq7GdTWir/WM2dUmJ31HovsXerqWIyP03j+eVVAcvGHv2fNiy++iMLCQmxvb2N+fp73rCH/5G53vpocIck55VqsaZoWnUJzuVySFJH3ckoM2CORi5jF3+12Y3h4OGLRyViTi/+xhe3Q7e3tKCoqivi4FEXhv/6rCdPTNDjO20pLOOxf/kWF976XwVvfGvmiTlEU36LZ1NSEKq89pGTEojYUDVmdP08jK4uDcI0uKOAwNkZhYoJGba3/dwUYjRQoivNx2AQAvd67WAiDYooCMjI4XLokrQ0ZAEpKSlBTUwOWZbG1tcWnYEZHR5GZmcmTkRzeJ4mIXOIt808Qa0ILlULb3t6G1WqF2WwOm0IjINIvSuQSBcLtbsWkxba3t9Hf34+0tLSIRCfJ8eNVc3E6nejv74fb7Q5p7ywGr7xSwc/WCKFWc/jtb1V461sjSyWSxczpdEZEzqEQjlyCPTi9vTQee0yDmRkaDQ0sPvIRNzo6ok+lBPvzQHMuMzMq/OEP1XjqKQ0oCmhoYHHLLQzKyrz3an6+d55J2K4NAFYrhfJy6WlW4aAs8aypq6uD0+nkF6vBwUFwHCcq3x8KiSAX8jzE+7zx9nIRptDeeOMNXjg1XAqNwGq1JpVitxQkr7HFmwi3+C8tLeGNN95AWVkZuru7I04dxMpzhRybPEybm5s4ffo0UlJScPTo0ahvHLc7+FcXafOb0+nEuXPn4Ha7UV5eLguxAL7kIha//70a739/Kv7rvzTo7VXhP/9Tg/e9LxVPPaWKOs12+DCL7W1vZxeBXu+1DWhuvkwIKysUHn88DXNzmcjK4pCeDpw/r8KvfqXB1pb3NceOMais5DA1RcNqBZxOYH6eQloahxtvjHwuK9z70ul0KC0tRWtrK6655hp0dHQgPT0dq6urOHPmDN544w1MT0/DZDKJriEqkUv8zp2VlYV9+/ahu7sbb3nLW1BXVweO4zA1NYXXXnsNvb29mJubw/b2NhiGkV0R+dVXX8Wf/MmfoKysDBRF4YknnvD5PcdxuO+++1BWVobU1FRce+21GBkZieqcCY9cwiFYKzLDMBgdHYXBYJAkOkkQK88V4HKBfH5+HpOTk1GbjwnR02PAqVOlu6IXj4fC298u/v1sbW2ht7eXLyDLKUkejlz8f263A9/8phYOB4XcXG9jAsd5p+jvu0+Hf/qn6Mjluus8GB31mpGROZnUVODd7/aguvrycS9eVEGvZ1FVZYW3QY5DVhaHsTEaQ0MqXHMNg/x8Dn/91y48/LAGly7RYBigqIjD+9/vxqFD0Ucu4V5Dps737dsHt9vNtzuPjo7C4/EgNzfXp905EBIZuVxt5CJ8rvxTaDabja/X9Pb24rOf/SxKS0uhVquxtLQUcIQiUlitVrS3t+PkyZN473vfu+v3//iP/4jvf//7ePTRR9HY2IhvfetbePvb346JiQnJszYJJxcxaTF/ciGikyqVCsePH5eUEgh1fLkxMzPj4yEvB+68cxa9vSWw2+EjPXP4MIfbbhO3uC0vL2N0dBT19fWoqanB+Pi4rEQbaeTS36+CwUAjM/NyxxupY6yt0Ziezsb+/dKvJycH+NznXDh/XoXpaRqpqRza21m0tfmali0vA2lpvl13KpW3seDyvA2wfz+L//t/nZiepuFyeT1upG42oyFNjUaDoqIiFBUV8YKHJpPJx7OGtDsLUzCJ7NpKxHkT5dUTrluMCKaWl5ejqakJOTk5+Pa3v42pqSnU1NSgsbERN910E771rW9JjmZuueUW3HLLLQF/x3EcHnzwQfz93/893vOe9wAAfvGLX6C4uBi/+c1vcNddd0k6Z8LJJRz8F3+h6GRjY2PUu5FYkQuRcQGAnp4e2Sdtq6vteOopAx5+uADPP08jPZ3Dhz/M4vOfZwL6zwtBmgpWVlZ8oj65U4SRkkuo9carbcZF3X2WkQFcdx2D664L/j4LCgCHg/L5HFnW+y872/f8arVvSi1aRF9XopCRkYGMjAxUVVXxcvQbGxt8F1NOTg7y8vISIrmfKCXmeNdcpJ5bq9Xi+uuvx6lTp9Dc3IwHH3wQL730El599dWY1WAuXbqEtbU13HTTTfzPdDod3va2t+H06dNXLrmo1Wp4PJ6AopNyQKVSgeM4WcNmIjdTUlICi8USEx8Qmqaxb58bP/95ZPl9MlzqdDpx7NgxnxtWjM1xJIiUXDo7GRQXs1hdpX3SYhaLV9G4sXEHQKFs1xcMHR0MTp0C1tZSUVnpJZX5eRolJRza2mKzIMdqOt9fjl44xGkymQAAY2NjfHE51p41idQVS9R5OY6TJP+Snp6OnJwc3HHHHbjjjjtidIXeDTsAFBcX+/y8uLgY8/Pzko+bcHIRO4fyxhtvgGVZH9FJOSDntDvHcZidncXs7Cz279+P8vJyLC8vxyQykjL8abFY0Nvbi6ysLHR2du7qUJFrLkV4PED8wqnTAd/8phOf/WwKTCaKj2TS0zl885tOqNXRRy5iUF/P4fbbHXjsMTdmZ71zRBUVHN79bg8KC2N7/ljv6IWeNYuLi1hbW4NGo8Hc3FzAdme5rycRqThy3kSRC4CIycVms0kaU4gG/t9LtDW5hJNLOGxubgIAMjIysH//ftnzpuR4DMNE5evg8XgwODgIi8WCI0eOIOvN8fFYKxiLxdraWlgrZ+GEvpwIdEyO47C4uAiPx4OCggJ+GvmWWxj87nd2/OY3GszMUKiv5/DhD7uxfz+L8+fjtyh1dbnhcs2guroMFMWhutp3PkZuxFtXDPDeQ1qtFvX19aivr9/lUy/0rMnLy5NFiuRqGtwEwG8spQxR1tbWxuKSdoFkgdbW1lBaWsr/XK/X74pmxICQUtKSi1B0EgAaGxtjUpAjU7vRRBc7Ozvo7e1FWlraLin6WHqviDmu8HM8ePBgyJslFmmxQNEQwzAYHBzE9vY2UlNTMTc3B41Gg4KCAuTn56OlJRcPPBD4OuK5CKeksGhsjF9dwuWicfq0GoODGjAM0NbG4tAhBhFKuomG/87U37OGmGwtLy/L5llztUUuDMOAoqiIzx1PL5d9+/ahpKQEzz//PDo7OwF40+evvPIKvvvd70o+bsLJJdCN5nQ6MTg4CLvdjiNHjuDMmTMx7eiKpqhPIoJgVr+xmqMRE2V4PB4MDAzAarXi2LFjYTtNIolcGAZ46ikazz1HQ6Ph8J73sDhxYreumT+5OBwO9Pb2QqVSoaenhz9noKIzIZvU1NSEFIHlht0OuFxeF0z/t+J0cnj55QpsbWmRmkpBpeIwPq7GyAiNj3/cHbGOmhiESnsI5U38PWtGRryePsJ2Z7G+J4lMTyWiW0yqUZjccy47OzuYnp7m//vSpUvo7+9HXl4eqqqq8PnPfx4PPPAAGhoa0NDQgAceeABpaWn4sz/7M8nnTDi5+IOITubm5vJ1gVi3C0s5PsuymJycxNLSUsiIIFZzNOEiF6vVit7eXqSmpooWxRQbuTidwB13aPDiizTUai9x/PSnanzykwx++ENfXTMhuWxubqKvrw+FhYXYv38/WJaFx+PZpbFls9mwsbHhoxxcUFAAt9sd87bxWMBsBp5+Wo3z51Vwu70ty7fcwqCl5fJnPT6uwtRULg4fZpGe7v0A3W4Oo6M0+vpUeNvb5H/fkeTUxXjWCNudQ3nWXE1pMamkRuRf5MKFCxdw3XXX8f99zz33AAA+9rGP4dFHH8Xf/u3fwm6341Of+hTMZjOOHDmC5557TlKXK7mnkoZcOI7D3Nwcpqend3nGy+VGGQyRRhculwv9/f1wuVxhGwwSkRYzGAwYGBhAZWUlGhsbRS8gYgv6P/mJCi+95D2mx3P52P/6ryq8850sbrnl8nWRY66srGBkZMRnkDTYuUjRmSgHkwFBh8OB8fFx6PV6noyS1eWRwOkEfv5zDS5eVKGw0Fu36e1VYW6Oxmc/60J9vfczWFykwbIUTyyA14cmNRWYmKDwtrfJf21SC7YUFdizxmQyYWJiAi6Xi293zs/P9/GsSVRaTGoEkajzkm4xuXDttdeGfLYpisJ9992H++67T7ZzJpxcKIryEZ3s6elBTk6Oz2viEbmIJYDNzU1ezr+rqytsE0As02L+18xxHC5duoSZmRlRpmOBjimGXB57jEagl6lUHP7zP2kfcgGAubk5rK+vS1JSUKlUfCutxWJBYWEhKIriBwSJyyPZMSdqliEYhoe9U/0NDSzvUpqX5532f+UVNerrvYZn3k643X/v8Xi76GIBuSb0Q3nWzM7OQqPR8OmzRM2bsCwb8zbrQJDyfskg7F52oQSSgFy2t7dx/vz5kKKT0bhRioFY8lpcXMT4+Dg/0S7mwYxVWsw/heXxeDA8PIzNzU0cPnw4YmOvQMcMhp0dCkLLYQKGASyWy//t8XjAMAw2NjZw9OjRqMN8mqah0+lQUlLCDwiSqGZsbGyX7EmoqGZ5mcLcHAWbjUJxMYd9+1jE4lleX6fAsr721xQFZGVxmJ6+/BnW13uQmurB+rr3egBga8v72ljO1sgdRQTzrDGZTJidnYXNZoNKpcLc3FxcPGsIElnQT4a0WCKQcHKhaRrl5eWora0NepMluubCMAzGxsag1+vR1dXF1wbEIB5pMaIGoFarJRt7kWOKiVxuuIHFL39J79I1oyjgbW+7bDbW29sLAGhrawv6oPifj2UR0hVS+Hr/HbPVavWpA6SlpfFRjbC7aWSExunTKtjtgE7nrWtMTlK44QYGMml28khP976njQ0KZjMFhwNIS/OScG3t5fuiuppBd/c69PoKjIx4rzMlBXjrWxm0t8eOXGK94ArraQ0NDZifn8fq6iosFgvm5+dB0zSfPouFZw3BXivoy50WSwQSTi4ZGRmoq6sL+ZpE1lyIIyNFUZJ0zGKdFtvY2EB/fz9KS0vR3Nwc1WIhNnL5m7/x4H/+RwubjeMJRqXiUFnJ4eMf99ZI+vr6UFxcDKfTGbK4S7CyQmFsjMb6OoWMDA5NTRwaGnzth8PZJhPZk+rqah8xR9Ld5J3VKMTZsyXQamlUVHiPxbJedeOREfhYFMuBAwcYpKaq8cYbKuTne1Njc3OAy0WhqkpYmwK6u42orXVjZoYGywLV1Szq6jhJFsxikAjhSrVajdTUVBw4cAAsy2J7exsbGxtYXFz0GeLMy8tDVlaWbOS3lwr6DMPAbrcrkUu0EOtGmYiaC1m4S0pKJDsyxnKIcmtrC4uLi2hubkZlZWXUxxQbudTVAa+/7sY3vqHC0097LYPf/34WX/2qBzs7XjFMYjZmMBjCHnNpicLzz6tgtVLIzuawtkZhYYGGxQLJCsP+Yo6ku2lw0ITBQRdqajxgGG9R2hvhcJibo3DkCMJqs0WC9HSv9pheT8Fup2C1kp8xb9Ybvecjn1F1NYfqavnudfLRB3rMEqWKLPSsycnJQU5ODurq6uByuXhZmqGhIXAc55PmjEagNlG1Hinn3dnZAQCl5hIPxDstJuxca2lpiUryOhY1F2JFbLVa0dPTI6v/itg5l6YmDr/5zeVokuM4vjVbmDoMd0yGYTEwANhsXptgApMJGBrymoWR8pFUeRphdxPLUpidpVFQsAmr1Zua4TgOHk8usrPT4XZrodHIl5rZ3KSQkQHceacbBgMFj4dCURELnQ4wGmlsb1PIz+f465QLTicwPk5jaoqC202hpoZFczPrk/ZLRFtwqHNqtVqUlpaitLQUHMfxQ5zEYCstLY1PoWVnZ0cUEeylmovNZgMAJXKJB+JJLh6PB0NDQ9ja2pJcGBdC7rSYw+FAX18fXC4XioqKZCMWQPqEPhnWtNlsOHr0qE+uOBghsCwLhmFgs3FYWwOysjxgGOrNaWavn8v0NA2TieKViOVYfIuLORQUUHA6c1FVlfOmMKYdIyNOlJSs4OzZJQERsdHrK6k5aDTeyKG2lgPgfS/b297fkTkhOZUHPB7gtddUGBmhkZHBQa0G3nhDhcVFGjfd5AFpxkxU5CJmkQ/lWTM2Nga3243c3FyebMigbbTnlRtSyMVqtUKn00UlR5UMSPjVi+24ikfNZWdnB319fUhJSYnYLjnUseWKXMgQYn5+PgoLC2G1WmU5LoEUbTGbzYbe3l7odDocPXp0V7unP7lwnFd8khBuWpoWWq03PUQ+J4YBPB6voZdazULYmRbtIpyeDhw5wuD111WYnKShUgEsm45Dh1Jx3XWZ0OlqYDKZsLa2BoZh8Prrr0dVcM7LAyorWYyP09i3j4VG453SX12lcfAg6yPtItdCv7JCYXKSRlXV5fbnggJvXWl6muZTjYnyc5FyzmCeNUajEdPT09DpdPx3lJubu2thTmRBP9IGm52dHV5rby8j4eQiBmq1Gk6nM2bHV6lU2NrawtmzZyMePBRzbLfbHfVxlpaWMDY2xg8hzs3NyZ5uizRyMZlM6OvrQ1lZGZqamgLuDIXkQkiF/LdKpYJaTWH/fhqnTtHIzmaQksLC7eawtEShtJRBfr4bbnfk2kyh0NDAITeXweKit3srPx+Chdg7iZ6eno7t7W0cPHjQp+CclZUVkWowRQGHDzOw24GFBW+hXqUC6uu9umEEckYuJhMFj8e3/ZmmgcxM7+d66NDlcybC5jja79Lfs4YM2ppMJkxPT8PhcCA7O5v/ntLT0/eU1D8hl72OpCAXKW6UcoHjOJjNZmxubqK9vV02nxiCaCMXlmUxPj6O1dVVn1pGLBoFIolcCNmFayYQyu4zDMPvXIUP3MGDLDY3gakpGh6PChQFlJUxeOtbOeh03pqV2+2G0+mEx+OBx+Ph/17qglFQwKGgIPR7pSjKR1/L6XTyBWeiGkwWsFBeKLm5wLvexWB5mYXdTiEtjUNZGbercUCuhd7bIOD9Jzyky+VtgyZIdEFfLggHbYHLnjUmkwlzc3P8Bm9zcxPp6elxHaaUWnNRIpc4IVZpMWKcZbVakZeXJzuxANERo7/MjNDYKxbkIqZgznEcb9omZuaHREOEWIgKtRApKcCNN7Joa6Owuen97/JyDjodDUALt9uNoaEhAODTIuR+IEQlRXk2Uuh0Oh/V4K2tLWxsbGB+fn5XVOM/HKjRADU1l2su/pAzcikvZ5GbS2NlhUJpqbeVeXPTa4e9b59vtHQl2g0LPWvI99Tf34/V1VXMzs7y3xNpd47lZyC15qJELnFCLFqRt7a20NfXx+9KjUajrMcnkEoC29vb6O3tRXZ2dkCZmVh4r4RLi7ndbgwMDMBut+8iu1DHJE6igYiFgKaBsjIO/oo1VqsV/f39SE9PR1dXF999J/wnvDdomub/xRI0TSM3N5dvqHA4HHxUMz8/7zM8mJeXJ6o4K9cil5MDHD/O4OxZFWZmvJ9DWhpw6BCDujrf+tdeTItFAvI9AUB7eztUKpVP9AnAp6Ymh2eNEFLIRW5F5EQhKcgl3mkxktKpq6vDvn37sLKyErO0mxRyWV1dxfDwMGpra4MqF8Q7LWaz2XDx4kWkpqYGLNz7gxTu09LSMDIyguXlZRQWFqKgoMBHyDAUTCYTBgcHUV5e7mNnICSPy00ADN/dlYioJiUlBeXl5SgvLwfLsryFwOzsLEZGRnbVAAK5/smJ+noOxcUerK1RYBgKBQUc8vN9LRGulLRYOJB7UaVS+USfHMfxQ5xCzxphu3O0942USC2eXi6xRFKQSzjIRS4sy2JsbAxra2s+Ioqx0v8CImtF5jgOU1NTWFhYQHt7e0ib01ilxUINk5aXl6OpqSns4sBxHB9V7N+/H/v27cPGxoZPZ09BQQEKCwuRm5sb8AFeXl7G+Pg4mpubUV5eHvRc/rWXZIlqiHtjQ0MD7HY7byFw6dIlXsgxPz/fp7NJ7kU3M9NbxA+VikvWVmS5zwnsrs/519TcbjcvuCn0rBG2O0cKKUOUSlosjlCr1VHXXMh8CMdxOH78uM+NEsuGAbHE5Xa7MTg4CKvVKkrkMVaRC+C76BCxTrHDpP4dYTRN80KGpLPHZDLBYDBgZGQEHo8HeXl5fEFWp9NhenoaS0tL6OzsRF5eXsTvQUg0wutJVFSTmpqKiooKVFRU8EKOGxsbfGdTTk4O0tPT+WuM14J/NaTFgODk4g+NRoPi4mIUFxfzqg4mkwl6vR5TU1NISUnxaXcWE5EoabEEI9wNHu3iv7GxgYGBARQVFaGlpWXXlx1LchFDAsQmOT09XXZjr0gg7OziOI7vUuvu7ha1yAs7woLVV1QqlY/Y5M7ODoxGI1ZXVzE+Ps5/N83NzVEPiJLFhByTRDIkskpEVBPMGG19fR1utxtnzpzxiWpiWfyOB7mMjdF46ik1Vlcp1NWxqK3VIDc3voQmxcdeqOpQXV3t41kzOTkJl8vlk+oMlupVCvpJDrL4R/owcByH+fl5TE1NhWyZjTW5hDq2Xq/H4OAgqqqq0NDQIPr9xSotBnhtpoeHh+F0OkUX7sUQS6DzkQe4rKwMvb29YFkWGRkZmJiYwMTEBPLz8/moJtoW0mBRjTCNRl4njL5iCdLZlJmZieHhYTQ2NmJjY4NfwHJycnwWMDkRa3J59lkVvvUtHba2KNA0h+eeUyMjoxHf+IYZUSgqRQxS54lOacFXgZukOomVgEaj4dNnubm5/L0qteZSWloq+VqTBXuGXADvLkCsJALxNzGbzQENyISIlXIxEDwtxnEcZmdnMTs7i7a2tohvplh0i5GF9/z580hPT8fRo0fDft4kyiGLs1hiEcJisaCvrw95eXnYv38//962trZgMBgwNzfHF8UJ0UTrAxIsqiGkY7fbeSO7eKTPSLqIvD9iuiWsVZG0TDgr4UjOGSty2dkBHnxQC6sVqKlhQVFe9enJSS1+/vM83HhjYDHNWEDuOg9FUbvcUklb+qVLlzAyMoKsrCzk5eVJSgNarVYlLSYXwt3gZIETSy5WqxV9fX3QarU4fvx42PZCQgCxeNgCRRhC/bIjR44gKytLluNGC5PJBAAoKChAS0tLRIV7ck2Rfn4GgwFDQ0PYt2+fjwEbRVG8Ym5DQwMcDgeMRiMMBgNmZ2eh1Wr5hTgvLy/qhVYY1ayurmJychK1tbUAEDB9Rv5/rCA03fI3RhsfH+e1taKxe45l/WNgQMUbn5FbgqaBnBwXZmdTMDfnxr59sY8MgdjP1qhUKr6BA7jclk7GG86dOxeRhJBCLnEECWnFRBckzVRRUYHGxkZRD49KpYpZMdWfBIgWFyE+qfplcpPL/Pw8JicnASCkcRtBoMJ9JOA4DgsLC7wlc3FxccjXp6Sk+BTFzWYzjEYjJiYm4HQ6kZuby7c6S1loyTXNz89jdnYWBw4cQGFhIYDdUU0smgLC3XvBjNFIsVmK3XMsI5dACgH+v48X4i23T9rSCwoKcOrUKbS1tfFzNcSzhpBNIM8ahVziCIqiwtZFOI7D9PQ05ubmIk4zCdNuct+EwusmLb2htLjEQi5yIe3Z6+vrOHToEN54442wx5VSX/E/5/j4OAwGA7q7uyNWnhbKfZD0kcFgwPr6Oi/NTn4fyUI7MTHBfw7CaNK/VhOrVmexn6O/MZrH4+FbaEdHR/kWWkI2wXxQYkkuBw8yKCrioNdTKCvzRi8cB2xuatDe7nlTrSA+SKQisnDYlnjWkO9qaGgILMvyUQ/pGowluXg8Htx333349a9/jbW1NZSWluLjH/84vvKVr8j+GSUFuUSrjOxyuTA4OMhLvkdqskM+VIZhZNcdIvWDS5cuyeIPQ0AGT6NZIIi8jNvtxrFjx3jZ8lC1HOHOXQqxkJZrl8uFw4cPS44yCITpo5qaGn5WwWg08g+vsCkgUKTIMAwGBwdht9vDXlOgpgBCNNFENdHUz9RqdUBjtLW1tZB2z8HuHZMJ/OClVO7JygI+/Wk3vvtdLebmqDfVoClkZ7vwyU/aQdPx25knmlyE0Gq9wqglJSW8Zw1R4f7617+Os2fPYmtrC5OTk3A4HFEZpAXCd7/7XfzsZz/DL37xC7S2tuLChQs4efIksrOz8bnPfU7WcyUFuYhBMAmY7e1t9PX1ITMzU3Qbrz/IIhCLQUqyaFy6dClsY0EkCLdAhANpf87IyPCRlwnWKCAs3JNcfaTntdls6O/vR2pqKnp6emLiV+E/q7C9vQ2j0YjFxUW+0EoGODMzM3mCValU6Onpiej+kbvVWY4oQtiBJyTbjY0NDA8PQ+ju6D8tPzVF4Vvf0uH0aRU4DmhrY/GlL7lw9Ki0Zpd3v9uDigoWf/yjGktLNBobWVRWDuHQoWpJx9PrKZw6pcLyspf4jh5lREVAyerlIvSsqampwXe/+1089dRT+Ju/+Rv85Cc/wXe+8x1ce+21+Iu/+Au85z3vkeWazpw5g9tuuw3vete7AAA1NTX4j//4D1y4cEGW4wuxZ8glUFpsedlrqRtKJiWa40cLMrgJAD09PbLalgp3z5E+OAaDAQMDAwHbnwORrByF+83NTfT396O0tFRWS4NQEE5g19XV8arGBoMBCwsL/HvNzMzEwYMHY9bqLGaAM1Ztz/5kS9wdV1ZWYLfbMTEx8aYSRBE+/OFiLC/TSE31RiwXLtA4eTIF//3fdrS1Sdt4dXWx6Opy8f/9+us7khb6qSkK3/++FgsLXg8ejwd4+mk1PvUpF44cCX1tyUou/sjPz8dHPvIRfPWrX8Uf/vAHZGZm4plnnpHFsoPgmmuuwc9+9jNMTk6isbERAwMDeP311/Hggw/Kdg6CpCAXsWkxsvgLZeg7Ojr4wms0kJtczGYz+vr6UFhYiO3t7Zik2wBEFG0J535aW1tR5q8Sid2RS7SFe8DbfUW8aELJ88caQl0po9GIgYEBZGRkwOVy4dVXX0Vubi6fPhOrfxYMkUY18dDc8nd3fP3111FcXAy73Y5//3czFhcLkZXlhkZDQ6VSITWVgslE4d//XYPvf18ePyUpHWocB/zmNxosLNBoamKhUnl/NjND41e/0uDgQSdCZVcDdYttbwNzczQ4zuvlI6Oha8jzioHVakVWVhZaWlqwf/9+Wa/p3nvvxdbWFpqbm/k17x/+4R/woQ99SNbzAElCLmJAJGAcDgf6+/vBMIzoAT8xkJNciGRKY2MjqqqqsLKyEjOpFrHHZVkWo6OjMBgMIdNzwsgl2vkVMsuzsLCAgwcP8lpuicbq6ipGR0d9dMtsNhuMRmNE+meRINwAp9Pp5KMb0h0Zj902qcM4nTpQlApqNQuPxwOXy/Xmd67FhQvyFf+lkOj6OoWJCRqlpV5iAbxdaJWVLBYWaExO0mhvD/4c+Nc+zp/3qgYYjd7ryM/ncPPNDI4dkzdzIaVBiPgWxaqg//jjj+Oxxx7Db37zG7S2tqK/vx+f//znUVZWho997GOynmvPkItKpYLFYsHMzAzy8/PR2toqa++6HIOUoYy95E65kQVIDLm4XC709fXxhByqSChsFIimI4xhGIyMjGBraws9PT1J0VrJcRzm5uYwNzeHjo4OHy+atLQ0VFVV8fpnZE4hkP5ZtEVW/6hmfX0dMzMzqKur4wkdiL3+mZAwCgq8vi8qlQZqtebN62DAMIBOZ8Lrr/fycxr5+fmSI3EpKSqW9UYq/n9GOtDCPQLCcy4sUHjiCTU8HqCx0TvcubJC4YknVCgsZFFfH1l60uMBLBZAp/M1YgOk64oBkDWFLsQXv/hFfOlLX8IHP/hBAMCBAwcwPz+Pb3/721cnuZCJ6fX1dbS0tKCyslL2FEK0yshOpxP9/f3weDy7IqpYqS6LaUe2WCzo7e1FVlYWDhw4ELaITogwGmJxOp0YGBgAABw5ckTyLI+cIMRvNBpx6NChkA+vSqXa1X1lNBqxsrKC8fFxZGRk8ESTnZ0d1b24tLSEyclJtLW1obi4eFdUE0v9MyG53HGHB489psHmJpCd7SU2m00NjYbCpz6ViQMHDmBjYwMLCwsYGxsLaYwW6nxS0mIlJRzq6jj099PIymJ5Ulle9pqhNTaKr7mMjtLY3KTQ2nr5byoqOIyO0hgeVqG+XpxALsd5nVMHB73H02o51NWx6Opi+RSdVBdKADHTFrPZbLs+/1itT0lBLqFuTIZhMDw8jJ2dHRQXF6Oqqiom1xBNWowYj+Xk5ODQoUO7bqhYTNMD4cUryUBpdXW1jx9KMJDFxmq18i2rkS6cOzs7/Gexf//+mLsOioHH48Hg4CCcTicOHz4cUeQh7L7at28fXC4XH9X09/cDAE80kezohSnDzs5OXqQznCyNnAOcQnJpb2fxjW848a1v6WA2e3+WksLhk5904fbbWVCUVy1B2BhBXDjFGqORul2k9xRNAx/6kBurq1qMjnobDhwOCjk5HD70ITfCrcPC2ofFQiHQ5Wm13jqMWMzOUnjxRRVUKg55eSwcDgrnz6tgt1O4/noGNC1dtDI1NTVmz82f/Mmf4B/+4R9QVVWF1tZW9PX14fvf/z4+8YlPyH6upCAXILBhmM1mQ19fH9RqdcDis5yQSi4rKysYGRnhjcfiZexFjhusbXhubg7T09OiB0rJbrmgoABTU1O4dOkSX3MQK69CZkuqqqqi7t6TC6RjT6fTydL+rNVqUVpaitLSUrAsi+3tbRgMBly6dAnDw8Oi9M+EUVS4lGEsBzj96ygf/rAHN93E4MUXVXC7gRMnmIASLcHsnomuVjBjNLHS94HQ2sri61934pVXVJibo1FczOEtb2HQ0uL7XDmdwOAgjdVVLwkdOMD6RC5lZRw8Hm86i9wKDOP9u8pKcSkxjvNGQBTFoaLC+zdpaRxSUjjMzNA4cIBFcTEnqaC/s7MT0ExOLvzoRz/CV7/6VXzqU5+CXq9HWVkZ7rrrLnzta1+T/VxJQy7+IO2yxKDq0qVLsFqtMTtfpHURjuMwOTmJxcXFsB1rsRLGDERaLMtiZGQERqMRhw8fFjX9LizcNzQ0oL6+fpe8Cqk5FBYWBtz5Ly4uYnJyEvv3708aRVciiJmfn4+WlhbZ6xY0TUesf8YwDIaGhmCz2SKOovyJZnoaePllFbRaFjff7EJOTmRRTaAifWEhhw98QLx3knACvb6+Hna7nZ+r8TdGIyQq9XuoquJw553Br21zE/j3f9dgcFDFy88UFHA4fjwFXV3evztwgEFdHY3xcRpFRd6Wa72eQnU1h/Z2cc+oywWYzRSysnzJKC3N+zuLBSguTk6jsMzMTDz44IMxaT32R9KRC8dxmJmZwaVLl3zaZWMpi0+OLza68PeSD3czxKvm4nQ6eUO0cIV7gkCFe4qi+AWhsbGRl1dZW1vDxMQEX3Mgg4iTk5NYW1tDd3e3bEOi0WJjY4NPCQaLKOVGOP2znJwc2Gw2aDSaiAc2hWBZ4Itf1OFnP9PA6zJJQatNww9+YMcHP+gSFdVIrX+EQ2pqKm/3LFQLnpmZgd1uB+CtM8nR7u2PF15Qo7dXhYYGFikpXnKZnaXw9NN5aGryirJmZQF33unByy+rMDrqbUV+y1sYXHstA7G+dBoNkJ7OwWz2puYIHA5ApYJPzSWcaK4/CLkkQ9QfLZKGXCiK4mVciBujsOgaSv5FDoglL7IbJsZeYtIssUyLkeNaLBZcvHgROTk5OHDggKhwXJhiCVZfCSSvQlp2e3t7+bxyfX19UnSEAZctkhMZRfnrn5lMJn5C3ul04vz58xHrnxE8+qjqTWIBAO935nIBn/pUKrq6KOzfz/jMJ4UagI3lIiZUC25oaMDm5iZ6e3thNptx6dIlaLVa2YzR3G7g3DkaeXkcyJ6KooCaGg7nzqkxN5eKAwe8Py8s5PCnf+qB3e4loEinGWga2L+fwwsv0DAagdxcDg4HsLxMo66ORUmJl3CuZqMwIInIZXt7O6QbYzD5F7kghlzW19cxODiImpoaUQVyglinxch1iVUqELYak+OIfS8ajQalpaXIycmBxWKBSqVCdnY2FhYWMDEx4ZM+i1Y3LFL4F8kjtUiOFXZ2djAyMoKioiI0NzfzQpOR6J8J8S//ogFFceA44XdGQaXi8ItfqPG973kXt2BNAcLIRhi1xhparRY0TaOjo8PH7lkOYzSGATye3cV6mvYSCMPsfn/R3J5NTSzsdmB4mMb8PA2tFmhuZnH0KMPP4kituSTLJi1aJA25jI2NoaysDHV1dQEXunikxZzOwFPIwlTdgQMHUFJSEvGxYxG5AN6BQIPBIPq6/CfupTj0bW1tob+/H0VFRT7qzlarla85TE5OIj09nSeaaFt2w4EMiRJzuGR5QE0mEwYGBnzSc5Hqn/l/bisrlB+xeMEwwNpa4IYSYa3G4/FgbGwM6enpoGl6lxBprOZqhAOUwg6zhoYG2Gw2nnClGKOlpHgX91dfVfG1FAAwGCikp7tRUyP3ELNX2qapicXWFgWt1juMKfyqpNRcbDab7I6jiULSkEtPT0/I38c6LRYsuiDGXtvb25IUl8mx5SYXhmHgcDhgt9tFG45FOxgJeKM30h1XVVXlcwySPquurobb7Q7YsltYWIj8/HxZRSuJ0rLb7cbhw4cjznPHCuvr6xgeHvZRAvBHIP0zknYkbb7CVme1Wo2ODhavvEKDYSi/YwEHD4a+zxiGwcDAADiOQ09PD79pE0Y15LrkHuAMVuMRpl4rKyvh8Xj4qCYSY7S3v92DmRkKIyM0srK87coA0NVlQmmpvOrCBOnp3vpLIEhNiyXLxihaJA25hItM4pEW8ycAYuyl0+lw7NixpDH2cjqdvN98XV1dXIiFtDeT6C2cnptGo/GRFieWxTMzMxgaGuJ1vAoLC6PaqdntdvT19SE1NRWHDh2KidKyFCwsLGB6ehoHDx6MSPtOp9PxBXGWZbG5uQmDwYDp6Wn+c7vzziq89FIVSDEfAFQqDpmZwMc+FnwDRho+tFot2tvb+YUvmCyN3AOcYqVf1Go1T6iNjY2wWq0wmUxhjdFqajj81V+5ceqUCpOTNHJzWRw6xIDj1kHT+yRft1Qo5LJHEI+0mPD4RNhQDmMvOa+d1Kby8vKg0WhkK9yH+/vR0VGYTCZJ6s7+lsV2ux0GgwFGoxFTU1O8uRdJn4n9rIndgn96LpEgpnXLy8uSjNCEoGmaL4g3NTXx+mcUtYh779Xj3/+9DXq9dxff2cniJz9xoago8LHsdjsuXryI7OxstLa2BvyshAOcZDMk5wCnlNqO0BiN2D2HMkYrL0/B+9/vS7Bnz+4NVWRAIZeEgCzQsXLPEx6fDCDu378/aDojEsgVuaytrWFoaIgf2Ozv7w953GgK9wQulwsDAwNgWRZHjhyRJeWUmprK63h5PB4+fTY4OAiWZflda0FBQdB2XYPBgKGhIdTW1qK6ujopWjf96z5yd/0I9c/a2xl88pPrGBiwYGfHiNxcKzyePCwt7dY/I949hITFfFZkMZZzgFOO1mcpxmiJktyXUtC3Wq1J04gSLZKGXMLd8EIr4likPkhhc2hoCBsbG6IHEMUeO5rIhXRBzc7O4uDBg7zffCj5F/8WVCmFe6vVyhuxtbW1xUSSQq1W7ypuGwwGzM3NYWRkBDk5OXxUQxbrxcVFTE1NYf/+/RE3V8QKRGKGOGzGuu6jUqlQUlKEkpIicFxtUP2zlJQUTE5Oorq6OirVhGi8agjkthUIZYw2MjIChmGQl5cHt9sd06xHMEgdolQilziDEEqsyIVhGFitVqhUKhw/flzWxYGmabhcrvAvDHJdQ0ND2Nzc3NVQECwiEubNpRZkSZdTRUVFRG3X0UBY3K6vr4fD4eDTZzMzM0hJSYFarYbVakV7e7uPqnEiQWoZGo0mIXWfYPpny8vLMJvNUKlUvPBrNIrGBJF61ZB/sRjaFCKYMZrBYMDg4CAyMjL4qCYrKyum10KeQSmRS6wUkeONPUMuZDcUix2IyWTC2NgYKIrC4cOHZb/ppLYiE10siqJw7NixXYQXiFzk6AhbWlrCxMQEWlpaYq7pFgopKSmorKxEZWUlb0e8s+N1MhwcHIxoNiRWIE0foWoZ8YZWqwVFUdja2kJraytSU1NhNBp36Z+RaDDajUM4rxpyj7rdbj7ajvXnJDRGm5ubQ1dXF+x2OzY2NjA0NASO43j7gPz8fNnvH/KepagiK63IMiNSN0q5QIb/qqqqsLy8HJObXkrNZWtrC729vSgoKAhZgA3kGhlNR9jU1BRWVlaSagiR1H0Ar02rRqOBxWLh7YpHR0dlXzDFgKhhx9O6WQxI2lDYqZabmyta/ywaBItqPB4PDAYDb/oXa68aApK20+l0yM7O5rsXt7e3sbGxgaWlJYyNjSEzM9Mnqon2u5RKLjs7O0rkkgiQG1MOkOKrXq9Hd3c3tFotFhYWZDm2PyKtuayurmJ4eBj19fWoqakJeqMT0iIPUDQdYST9ZrVaY1KMlgqijJ2RkeFT9yG70rq6On7BNBqNmJ2dld1FMhBIA0JtbS1qampkP74UcByHS5cuYX5+Hl1dXQF13sLpn+Xm5qKwsBAFBQWyKCyQDdD4+DicTic6Ojr4SD5Q+oz8f7kQSIlZmH6tra3l04iEbCiK8olqpKQRhU00kUCRf0kQ5IpcSI6cZVkcO3YMqampsNlsMetGE5sWI22s8/PzaG9vR1GwvtI3QWo5obSjxIBYR6vVahw+fDjqnLxcEBsZ+C+YZNKbuEjm5+fzC6Yc6Y+VlRWMjY0llQI0UeleW1sLa4ZG4K9/RhQW1tfXMTExwbeIS9E/I/B4PBgYGADDMDh06JDPvRVLrxrhOch7DYZANgrEGG10dNTHGC2QYkIgkGJ+JM8i+Q6UyEVmxCstRtJNeXl5Pjth8r+xIBcxaTGGYTA4OIjt7W0cOXJE1A1GalDR+GRsb2+jv78/ZrL0UqHX6/noLRKDOJVKhcLCQhQWFqK5uRk7OzswGAxYWlriFwoS1Yh1UCTgOA7z8/O4dOnSLpvkRIJE4Zubm+jp6ZGUsxfOkwg7r0jLd6T6Z4C3xtLX1weaptHV1bWr0cG/ViOnVw1BpM+G0EbB3xhtYWGBF+MkxmjBNmJS2pABpeaSMEQrAbO8vIzR0dGA6SZhq3O8C/oOhwO9vb1QqVSilQA4joNGo8H6+jo8Hg+/M4+ky40s4Mk0KwJcnm5va2sLG72FgrCLqra21kdaZW5uDhqNRnS9geM4TExMYH19Hd3d3aJUEeIBsilxOBzo6emRrcsxlP6ZkKQLCgoC7uZdLhevbnHw4MGwC22gpgBCNNFENQzDSGrDJwhmjDY3N7crqhFuVqR0igFKt1jCIFUChmVZTE5OYnl5Oaixl5Bc5E4Lhaq5bG5uoq+vD4WFhdi/f7+oB4YU7svKypCTkwOj0Yjl5WXe25zs3IMVtskOfHZ2NuoFXE6Q1M7q6mrU0+2B4C+tYjabYTAYMD4+DpfLxe/MCwsLfRZphmEwMjICi8UiOTKIBdxuN6/b5p9ykhOh9M/m5uZ26Z95PB709vbydbJIN2uBmgKkRjVydqbRtK8xmsPhCGr3LHwfYuFyueB2uxVykRuxSouRTiOn04mjR48GLZaR3U28HCOByxbJDQ0NoiKHQIV74XwDeehJJ5BOp+OJhuTMicWuwWCIyQIuFQzDYHh4GDs7Ozh8+HDMF3CapvmFoKmpCVarFQaDwWcIkTQEzMzMgGVZ9PT0JKzl2R/BdMLigXD6ZyTFVltbK8vCHs0AZyzbnlNSUnZ9DhsbG5idnYXNZoNKpcLCwgLy8vJEdTASp11liDIBiDQtZrFY0Nvbi8zMTBw9ejTscFus9Mv8yYW0/C4sLIS1SBb+TbjCvfChJ4VtYc48Ly8PVqsVFEXhyJEjEVnsxhJkhoXMGcW7oUBYbyBDiKSwPTs7C5qmUVJSgs3NTeTn58d1IQ8EMTph8YJQ/6yiogIXLlxAWloaaJrG2bNnkZKSwqds5ejci3SA0+PxxOXzEX4ODQ0NmJ+fx8rKCsxmM2ZnZ/kUbF5eHnJzcwOuRTs7OwCQNJFxtEgqcqEoymduwx+RLP5Eh2vfvn1BPWICHT8WvivC6yYSMxaLBUePHhW1S/H3YBHzsAgL2xzHQa/XY3R0lH8IR0ZG+N/H29RLCCIxk5WVhdbW1oQv3IC3eygrKwszMzMoLS1FSUkJb2rldDp9DNHiTdBSdMLiAbKRKysr4xUdhKZopHOPfHb++mdSEW6A0+Fw8CQTS68af6jVaqSlpaG9vd3HGG16ehoOh4OXNcrLy+PtnkkbcrI01USLpCKXcFCr1XC73SFfQ9p55+bmfHS4xCDWkYvdbkdvby80Gg2OHj0qunAf7cT95uYmb8bW2NgIu92+y9SLEI0cA2SRXFd/fz/Ky8vjJjEjBuS6Kioq+I0JkX+32WwwGAxYW1vDxMQEr+EVj8+O1Oeqqqqi0gmTG6QDs6amBvv2XZa2DyQyGUj/rKCgQBYzOf+oZnNzE9PT06iuro65V40/hI1B/rUYm83G12pmZmag1WrxzDPPICMjgyeaWGB5eRn33nsvnn76adjtdjQ2NuLf/u3f0N3dHZPz7SlyUalUcDgcQX9PxAN3dnYkGXvFmlzOnDmD4uJi0S2/chALmcloampCRUUFAF91XbfbzRNNb28vaJrmiUaOie1gWFtbw+joKBobG/nrSgaQDrqGhgZUVlb6/E5oakXadUlhm3x2/sZecoEMbUbamh1rmEwm9Pf3h72uYPpnRqORlzgSfnbRpkYJEZNOyFh71fgjVLdYWloa0tLSUFlZyaevH3nkETz33HPY3NzEu971Lrzzne/EO9/5TtTW1spyPWazGSdOnMB1112Hp59+GkVFRZiZmQk4aCsXKC5UHirOcLvdIdNSc3NzMJlM6Orq2vU7q9WK3t5epKSkoL29XVLh9cyZM6ipqZF9MG5+fh5jY2Nobm4WPc0drQcLsWZeXFzEwYMHRc1kkA4qo9EIvV7Pd1ARspGjmC3sVBNjOhZPLC0tYXJyEq2trRFFvAD4gi4harvd7pM+iyb1uLa2hpGRkaQa2gQuE15TU1NU1hSkxZcQtdVqjUrOx2w2o6+vLyTh+Q9wCm2/5YhqpqenwTAMmpqaRP/Nk08+ia997Wu4++678fTTT+PVV19Ff38/9u/fL/k6CL70pS/h1KlTeO2116I+lljsKXJZWlrC6urqLktkg8HAK/g2NjZKvinOnTuHsrIy2XbSpLV2cXERHo8HN9xwQ9gdmRxS+aR1dnt7Gx0dHZK6T8i0sMFggMFgwPb2tqg251BgWRYTExPQ6/Xo7OxMmlkRYmlAGixyc3OjPiaZdjcajTCbzUhPT/cxRBP72Ql1wgoKCqK+LrlALJxbW1tltz0gaVuj0QiTyRSR/hmJpCKJiP1bnYVLotSoZnJyEjRNo76+XvTf/Nd//Rf+9V//FWfPngXgrWNFOugbDPv378fNN9+MpaUlvPLKKygvL8enPvUpfPKTn4z62MGw59JiwnCWaCnNzMygtbU1agVfOQv6RPbCarXiyJEjOHXqVNhjSync+8PpdKK/vx80TePw4cOSow3/Diqn08kTTbA251AgjQx2ux2HDx9OaBOBEKQ122g0oqenR7Y2UJI+q66uhtvt5lNAZC6FEE2wKW8xOmGJAkm1RmrhLBapqam8GnYg/TNhU4DwPtrY2MDAwEDEkVQsBjilWIP464rJOe8yOzuLhx56CPfccw++/OUv49y5c/jsZz8LnU6Hj370o7KdR4ikIhcxhmHkixb6nMhl7CVXzYXIsOt0Ohw7dszHiyYYohWeBLw7nf7+fuTm5ooeyBQLnU7no99FfDJImzNZLAsKCnY9VGQmQ61Wo6enJ2m0y8g9ZLPZcPjw4Zh1fmk0GpSUlPCKvFtbWzAYDJiZmcHQ0BByc3P5zy8tLU2STli8QCKpeMnfiNE/KywshFqtxuzsbNQ2EVK9avwh1cslVqKVLMvi0KFDeOCBBwAAnZ2dGBkZwUMPPXR1kEs4kMWfdF2p1eqAPidSEal6cSCYTCZebLG5udnnZg3lGhlt4Z4s9KRjJ5adRCqVyqcLiCyWs7OzGB4e5pV1CwsLwTAM+vr6YkJ40UA4WxNPwqMoiteuamhogN1u5w3RpqamkJqaCoqi4Ha7cejQoaRSyJ2bm8OlS5cSFkkF0z9bXFyE2WwGTdMwGo0AIJtIaagBTv/0tTCqkUousRqgLC0t3VW7aWlpwW9/+9uYnA/YY+RCWpFPnz6NkpIS2YUWo41ciDdEU1PTrkJisCn9aAv3wGUtrkTY/vovlqRV12AwYGJiAgCQk5ODysrKpGmdtdvt6OvrQ3p6eszsm8UiNTWV79wjEZ7dbgdFUTh37hy/ay8oKEhYxEdqUouLi0mlq6bRaHhTtAMHDvCmaAsLCxgZGeGbAoLpn0UKsVENmfGJ9Hw7OzsxI5cTJ07wzyMBsb+OFfYMuXAcx4s0tra27moTlQNSay5E1HB5eRldXV0B0wX+URHpUBH6PkgpkE9OTmJ9fT1p8vJpaWmorq6GVquF2WxGWVkZrzVFUhyxbnMOBTLsV1RUhObm5qQhPLfbjcHBQahUKlxzzTVQq9XY3t6GwWDA3Nwcv1iSiDCW8xBC+KfokkmahDQVtLW18d194fTPyL0nR5t4sKjGarXCarVCrVbD5XLxz3a4Wo3NZotZpPqFL3wBx48fxwMPPID3v//9OHfuHB5++GE8/PDDMTkfkGTkEuxhIZLi6+vrABCzuQiVSgWn0xnR37jdbgwMDMBut4fULhMSl3/hXkpHmNvtxtDQEBwOR1IVyIWF6M7OTp5oAwlFCus08dDsMplMGBgYQHV1dcxTh5HA6XTybfRCBWEiFklEEkn6bGZmJuKGCingOA5jY2PY2NhIKsFO4HJ7drCmgmD6Z1NTU7Db7Xydq6CgQJYFnXz+TqcTQ0NDKCsr4+tEYgc4rVZrxC3wYtHT04Pf/e53+Lu/+zt885vfxL59+/Dggw/iwx/+cEzOByQZuQQCMbJiWRaHDx/GqVOnJHViiEGkaTGbzYaLFy8iNTUVR48eDZm2ELpGRpsGI2mdlJQUHD58OCafhRSwLMsvRv6FaH+hSOKzQiTcY70rJ4tRc3NzVDMZckOsTlhKSopPBxXpPpPqtRIORCJoe3sbPT09SaNDB3idWsfGxtDe3i6qPVuo+9XU1ASbzcZHNVNTU7Lpn5H1oLi42MfcTuwAZ6xdKG+99VbceuutMTu+P5JjVQoCMmWbn5+P1tZWH6+EWCyokRT0NzY20N/fj7KyMlHpFXJsOaRcBgYG+Bs4WQrkRB3B6XSG7bwK5LNC6jQzMzNISUnhoxo5duWkJhWr1lmp2NnZ4RejSHTC/BsqLBYLDAYD75wYzQAi4F0MBwcHYbfbcejQIdkaZuQAkY5pb2+X3K0mVKiQS/+MbBKKiop2uaYGauoJ5MC5srKSFNp6ciGpyEX4hZDiuL8cfaxk8QHxkcvi4iLGx8fR0tIiOkVH05ctiaUSC5FMSTYJEIfDgb6+Puh0OvT09ERM/OHanElEE6mkCtGZW15eTip7AeDyxinaFB1FUcjKykJWVhbq6urgcDj4Xfns7Cy0Wi3/+YnZlTMMg4GBAb5bLVnaxgGvNtbExAQ6OjqQl5cnyzED6Z/5Wy+E0z+z2+24cOECCgsLQ9pxA5eJxt+B87XXXkNfXx+uv/56Wd5XMiCpJvRZloXT6cTExARWVlYChr0vvPACenp6YtKxsrKygsXFRRw5ciTo9Y2Pj2N1dRWdnZ2ibnCScx0bG8PS0hKysrJQVFTE7yrFQDhB3tbWllS7b4vFgr6+PhQUFPi0XssBYZuzwWCAzWZDXl4en8IIVWcidTqz2Yyurq6kauklsimB9MvkBNGtIpI0Ho/HJ33mH5EQ8zGKotDR0ZE06Vbg8nxNZ2enLAoKYiDUPzMajQH1zxwOBy5cuID8/HzJDSJnzpzBHXfcge9+97u4++67k6YWGC2SilzIDsDlcqGrqytgAfHll19Ge3t7TG6w9fV1zMzM4Pjx47t+Rx48p9MZ9Nr84V+4Jz4hBoMBJpMJqampKCwsRFFRUVBFXYZheH/0jo6OpBqo29jYwODgIGpqanbZRscCwjbnzc1N3tCrsLDQp9WUpOhcLhc6OzuTKq2TKJ0w4a7caDTycj4kfabVahNmPhYOCwsLmJmZQWdnZ8I6IgPpn2VmZvIbngMHDkjaWJ0/fx633XYbvvnNb+Kv/uqvrhhiAZKMXLa3tzExMYH9+/cH3TW99tpraGlpiYnOEulkestb3uLzc6vViosXLyI9PR3t7e2idnTCAl6gzhCPx8OnfwwGA69GXFRUhLy8PD6NNjAwAI7j0N7enlSL5PLyMsbHxxMmpihUc97Y2OD9a3JycjA3N8cvksm4+04GnTBhq+7GxgZYlkVKSgoaGxuTwhCNgIicJpJYAoHYMqhUKrhcroj0zwj6+vpw66234u///u/x13/911cUsQBJRi4cx8HlcoV8zenTp1FbWxuTYUGTyYTBwUFce+21/M+MRqOPKKaYGyDSiXvSKqnX62EwGOB2u5GTk4Pt7W3k5OTgwIEDSfOwC9WW29vbZct9RwPS5ry6uoq1tTUA3gntoqKiuLU5h4J/e3YyLZIkW0Bk4I1GI6+GLaeplxRcunQJc3Nz6OrqSqp6mdPpxIULF5CTk4P9+/f7qIkbDAa4XK6g+mcEQ0NDeOc738lrfV1pxALsQXJ54403UFFREZN20q2tLVy4cAE33HADAG84PjExEVHhPlopF47jsLS0hImJCWg0Grjdbl5OpaioKKEtocI6RmdnZ1IN1G1tbfGyO6WlpfyDbrFYEjJ8SEAGbMmgazKlNYlNBamXESdYooZtNBqxtbUVNP0YS5AaY1dXV9IoAgBeYrl48SLvnOr/WQj1z4xGIzY3N3n9s+3tbbS1tWFmZgbvfOc78X/+z//Bfffdd0USC5DE3WLBoFarY9otRro3xsbGsL6+jkOHDomq78gxcQ9c9hTZv38/ysrKeO0pvV6PyclJZGRk8A0BcslxiwEZFmUYBocPH06qFB0pkNfV1fFyFllZWaitreW7p4RtzmShzM7OjmkrNyHjzc3NpBtCJG3QpaWlaGho8OnGFKphkzohkVUh6VtS1JY7ovaXmkkmMna5XCGJBQiuf2YwGHDy5EmsrKyAZVnceOON+PSnP33FEguQZJELgLAT8v39/cjOzvaxU5ULdrsdr7zyCvLy8uB2u9HV1SVq8l0ODxYis7G6uhq0YcHtdvM1GqPRGJcpbeDy0GZqaqrPBHkygMi/i6n9CNucDQYDgMvS93I7RzIMg8HBQTgcDnR1dSUVGZMor6qqKqI2aP/0j1D+vrCwMOqomqRcSet4MkXGLpcLFy5cQGZmJtra2iSRwuTkJG688UbU1taCZVn09fWhp6cH//Zv/4bW1tYYXHVikXTk4nK5EOqShoaGkJKSgoaGBtnPbTab8cYbb6CwsFC2wr0YCL1OOjo6RO1wSZupXq+H0WgEx3E+8yByEcDW1hb6+/sjHvSLNTiOw9zcHObm5kQ7bfr/fbA252gXStJZCAAdHR1JNStiNpvR39/P2/9KBcdxfPceSf+kp6fzn1+w7sdQx5uamsLq6mrSqUGTiIUInUp5xufm5nDLLbfgT/7kT/DDH/4QNE1jbW0NTz/9NG6//fa4tVfHE3uOXMbGxkBRFJqbm2U9L3Gz9Hg8uO6660TtNOWQyicDiFqtFgcPHpS0EJGFkjQEOBwOWeyJySAjWYiSiVhIHUMuR0uxbc7hEEwnLBlAzLQicWkUC9K9R/7RNO0zExJqo0ai9vX1dXR3dyclsaSlpUluN15eXsZNN92Em266CQ899FDSqGrEGnuOXCYnJ+F2u2ULI4mn+9TUFPbv34+hoSFce+21YXeuchALiQoKCwtlG0AMZE9MCtpFRUWi8/6kbVaKn3wsQSycLRaL6LRlpBC2ORuNRqjVap5oSJt4IBAJENJFlEyLiF6vx9DQUFxax0n3IyEaEhWS9JnwOyMbBYPBgO7u7qSqS7ndbl47UCqxrK6u4h3veAeuueYa/PznP0+qzUaskXTk4na7Q8rez8zMwGq14uDBg1GfixRc9Xo9L1n/3HPP4cSJE0F3T0KV02iIZX19HSMjIzGPCoiaLhncTEtL4xsCAqUuSHpiZWUFHR0dSdU2K2wq6OzsjEuLsVDNmbSJk6hQ2OZMpPyTLX0IeBe40dFRHDhwAEVFRXE/vzB9Zjab+e6pgoICrKyswGw2o7u7O2mUvYHLxEIiUCnEsr6+jne+853o6urCL37xi6SauYoH9hy5zM3NwWQyoaurK6rzuFwu9PX18QsVubFDycvIVbgnjn5tbW1xfdg9Ho/PjpwMHhYVFSE3Nxccx/FKuJ2dnUmVniDpw0Smm4RT7sI254yMDKyursbFBTRSkO7DaIQe5QTpntLr9dDr9WBZFkVFRSguLuYlVRINt9uN3t5efhBXCrEYjUa8853vREtLC37zm98kxfuKN/YclcrRikx2mVlZWThw4IDPjiKYMrK/lIuUG85fkj7e/ftqtZr3chfuyIkaLE3TUKvVouVt4oWdnR309fUhLy9PdvfRSOCv5uxwODA3N4fFxUVQFIXV1VV4PJ64tDmLgXC6PVkKxhqNBkVFRTAYDNDpdGhoaMD29raPRTZJnyXiHnS73T4yOFK+Q7PZjNtuuw319fX49a9/fVUSC5CE5BJu1xetFbFer8fg4CCqq6tRX1+/63yBji9HfYWkdDweT1hJ+nhA6K9SWVmJixcvQqVSgaIonD59WrbOqWhBZDYqKipQV1eXVFGB2WzG8vIyDhw4gMLCQr7NeWBgAEDs2pzDgSgCLCwsJJUtMXDZJ8ZisaCnpwc6nQ7FxcVoaGjgZ7qIzwrR3isoKIhpqz2Bx+NBX18f1Gq15FTY1tYWbrvtNpSVleHxxx9PuDpEIpF05BIOKpWK9z+IBCQdNT09jba2tqBFTX+rY6HfglRisVqt6O/vR3p6Ojo7O5OqqEcW79LSUl7ehuTI19bWMDExgczMTB8l53gt8Hq9HsPDwzFXD5YC0vAgVO4WSreTNueZmRkMDQ3Fjaz9W3qTaVaEZVkMDw/DarWiu7t7V0dmamqqj8+KvyEa6T4rKCiQPRogVtxqtVqycKfFYsEdd9yBvLw8/Pa3v02q2aZEIOlqLh6PJ2RksrGxgeHhYbztbW8TfUyyWzIajWF1is6ePYvq6mqUlJTIUrgnemXl5eUBI6VEgjQVhPKHIRPaer0eGxsb0Ol0PNHk5OTE7P2QWkGydasJ7Q/E6oQROZBo25zFXNv4+Dh/nydTzYxlWQwNDcFms6G7uzuiHT3Hcdje3uZrXVarVVZJHxKx0DSNjo4OScRitVrxnve8B2q1Gk8++WRSffaJQtKRC8MwISOTra0tXLx4UbSpjtPpRH9/PxiGQVdXV9hd4/nz53l9qmgK98Bl5eBks9YFvPn4mZmZiJoKAk24C5Wc5YjIhIt3R0dH0tQKAN/5GqkT5MQjJNI253AQSs0kW+cVy7IYGBjg7SqiTRWRDkij0QiTycQrVUixKWYYBr29vVERi91ux/ve9z54PB489dRTSSVZk0jsOXLZ2dnBmTNn8Pa3vz3ssSwWCz93IFZZ+OLFi8jLy+OHzKQ87MQBcWlpKWmUgwmEC2RHR4dktVnib0EGN51OJ19jkKpETMzYyM472VI6IyMj2Nrakm3xFtvmLOY4JCpINqkZobNlV1eX7OkssuEhkSHLsj6KzqE+Q4Zh0NfXBwCS09UOhwMf/OAHsb29jWeffTap1JsTjT1HLkT/6+abbw4ZTej1egwMDGDfvn2iC8Ecx2FoaAjb29soLy+XpELMMAyGh4dhsViSrp2XYRgMDQ3BarXKOoBIBjdJe+nOzg5ycnL4qEbMeYgWl91uFxVhxhPx0AkL1uZMoppg95Fw8Y7X7I9YMAzDZw06Oztj3jXFcRwsFgv/Ge7s7CArK8vnMyTrALk2lmXR1dUliVicTic+8pGPYH19Hc8//3xSRdnJgKQjF5Zl4Xa7g/7e7XbjhRdewI033hiwA4d0yszMzODAgQOifV9IR5jT6cT6+jqfHyfF7KKiorBE4XA4eAOh9vb2pHrQyVwPCf9j+aCTtIVer4fZbEZ6ejpfpwlUY3C5XD72usnUupkonTChmrPJZPJRcya1Lo/Hg/7+fnAch87OzqQa0iNRQSKvjXyGxBBNq9Xy6ceFhYWors3tduOjH/0o5ubm8OKLLybFDFGyYc+RC8uyeO655wLqfxFpEJPJhM7OTtEhKina+xfuXS4Xv0gSW+Jg0+3ESz4vLy/ppD+sViv6+vqQnZ2N1tbWuF6bv5SKRqPhF8nc3FxeiysjIwNtbW1J1UmXLDphHo+Hl20nta68vDxsb28jNTVVcq0gViAFcrJZSAbSI0KvBoMBq6urfPcZMZSLJBr1eDz4xCc+gfHxcbz44osJUT3YC9hz5AIAzz77LK655hqfSIIsBIA3fyomreLvwRKqcE9aI0mNgSySRUVF8Hg8GB4exr59++LiJR8JiApuRUVFwrvVWJblH3C9Xs8Ppebk5EgW7YwVbDYbent7k04njOM4GAwGjI6O8huiZJlJAi639KpUqqQjPdJY4HK50NTUBJPJxBuiCdNnoXySGIbBXXfdhb6+Prz00ksxccS9UrAnycVfomV7exu9vb3Izc0VvfuNZuKeLJJ6vR5ra2tgGAa5ubmorq6WrWtKDqytrWFkZARNTU2yq+BGC6LQm5WVBZfLBZvN5qPknMiiNFFwKCkpEW1tHS84HA4fwyoyeGgwGBLmGklAptujmRWJFYTE4t9Y4HQ6fdJnpIOvoKDA53lmGAZ/9Vd/hVOnTuHll19Oug7QZEPSkYsYq+OXX36ZN9RaW1vjZeFra2tFF+5ZlgXDMJLnV0hnk16vR319PV/QdrvdfNdUYWFhQlICQv2ygwcP8kN+yQJCesIWbaGSs3AnKabWJSc2NzfR19eH6urqpNMJs9lsuHjxIvLz89HS0hKwdkVSkBsbG9BoNPy9GE2bsxgI9biSzWqAZVkMDg7yrdChImT/Dj6Xy4VHH30U7e3tGB0dxblz5/DSSy9F5YVztWBPkstrr72GpqYmWCwWzM7O4uDBg6IH7eSSchkcHITL5UJHRwffDUU6fkjXlNVqRV5eHl+nicdunJCewWBIOs92AFhYWMD09DQvmRIIZCdJal0pKSn8Z5idnR2zBZ/YJSejIgCxJRYbTcnV5iwGLpfLpzaVLClE4HKbtt1uR3d3d0SpV9J99p3vfAePPfYYNjY20NbWhve+97249dZb0dXVlVTvNdmwJ8nl1KlTUKlUfGuoWO2kYIX7SGCz2dDf3897PISKTGw2G080xFeFdJ7FYsiNOFo6HA4f0ksGCKX8I2m2ILUuskgSD3eyG5drh0xk6VtbW5Muj07SvpWVlaKjcyGEmx7SoiumzVkM5DDTihWiIRbhMb761a/iv/7rv/Db3/4WU1NTePLJJ/HMM8/g5ZdfRmdnZ9TX+dOf/hTf+973sLq6itbWVjz44IN4y1veEvT1r7zyCu655x6MjIygrKwMf/u3f4u7776b//2jjz6KkydP7vo7u90e15pc0pEL4N25BoPD4cBrr70GnU6HI0eOiHaMFFu4D4VAOlxi4d+eS3LjRUVFIQuIkRy/v78fGo0m6YrjwunxaGZ/iAkV+RzJbpx0/Eh9z0QnLBlTiCRNR5pF5EAgjx+SPotE0sfpdOLixYt8p1+yEYtQx0xKpMZxHO6//348+uijeOmll9DS0sL/zuVyQaPRRP3cPv7447jzzjvx05/+FCdOnMC//Mu/4Oc//zlGR0cDSjIRq45PfvKTuOuuu3Dq1Cl86lOfwn/8x3/gve99LwAvuXzuc5/DxMSEz9/Ge9O0p8hla2uL7wgT+7D5F+6lEgvZ2TY2NkadMiHtuXq9HkajkdfrKioqkpT2IZL0ubm5SdXZBHgjD5JC7OzslC01GGg3npuby+/GxURtUnTC4gnS9BDLNJ0wMjQajQDEqTn7NxYk0z0nF7F897vfxUMPPYQXX3wRBw4ciMGVAkeOHEFXVxceeugh/mctLS24/fbb8e1vf3vX6++991784Q9/wNjYGP+zu+++GwMDAzhz5gwAL7l8/vOfx+bmZkyuWSwS34AeABRF7bI6Xl1dxfDwMOrr67G5uRnSCplAjvqKcAESKuBGA41Gw+uXEfkKvV7PDzkSohGjk7SxsYHBwUFUVVVJSpnEEk6nE319fdBoNDh06JCszQ1Cb5W6ujqfrqnJycmwkaFQBqenpyeppGYAwGAwYHBwEC0tLSgrK4vZedRqNYqLi1FcXAyO4/jIcHp6mvdX8W9zJsRC2rST6Z4jhnc7Ozs4dOiQZGL553/+Z/z4xz/GCy+8EDNiISnFL33pSz4/v+mmm3D69OmAf3PmzBncdNNNPj+7+eab8W//9m9wu9189L6zs4Pq6mowDIOOjg7cf//9sqTwIkFSkosQRKdrbm4O7e3tKCoqwvDwcFjZfTmIhQxlbm1txWwBUqlUPJmQIqxer8fIyAgYhuEf7IKCgl31hZWVFYyNjcV8AZICMicSr8FNoVy7MDKcn5/nDapI2gcA/70ePnw4qWpTwOVuura2trgqQlMUhdzcXOTm5qKxsZHv4CPWCxkZGcjNzcX6+jry8/OTllgsFktUEcuPf/xj/NM//ROeffbZmC7IRqMRDMPs+o6Li4uxtrYW8G/W1tYCvp64zJaWlqK5uRmPPvooDhw4gO3tbfzgBz/AiRMn+Cg4XkhqciFaWFtbWzh69Cjf+RTOMEyOwr3T6eRNn44cORIXKRehgVdzczO2t7eh1+v5XaSwvrC4uMgrByeb9MTW1hb6+vpQVlaGhoaGuC9A/pEhGdwkviDEFC3Z1IMBr5L2xMSEbFFyNEhPT0d6ejpqamrgcrmwurqK6elpcByHjY0NTExM8EoLiU6LcRyH0dFRbG1t4dChQ5LSrxzH4eGHH8YDDzyAp59+GocPH47Ble5GoKg61DMT6PXCnx89ehRHjx7lf3/ixAl0dXXhRz/6EX74wx/KddlhkZTkQlEU7HY7P+l77Ngxn8VdpVIFHLT0L9xLJRZSwyBhfyJ69imKQnZ2NrKzs33maBYWFjAyMgKaplFdXZ1UwpjA5Xbeurq6pJgFUKlUfPRH0hButxsUReHMmTM+reKJ1oJbWFjAzMwMOjo6kkpJG/DWZubn51FeXo6GhoZdFtlCRex4N5MQYiF2A1KJ5dFHH8XXv/51PPnkkzh+/HgMrtQXJBvhH6Xo9fqgEWtJSUnA16vV6qCbTJqm0dPTg6mpKXkuXCSSklw2Nzdx8eJFFBYWBixQq1Qq2O12n58Jjb0A6YV74nyXTDUMiqKQkZEBnU7HC0EWFxfDZDJhbm4uYQOH/iBpuv379wd1+kwUhDphhw8fhkql4gl7eXkZY2NjsrXnSsGlS5cwNzcX1swuEbBarfyMDYlEiaR9c3Mzr0Q8Pz+PkZERXhG7oKAg5p8jx3EYGxuD2WzGoUOHJLXachyHX//61/jSl76E3//+93jrW98agyvdDa1Wi+7ubjz//PO44447+J8///zzuO222wL+zbFjx/D//t//8/nZc889h0OHDgUldY7j0N/fH7PaUTAkZbfY2bNneTmVQIv73NwcTCYTurq6APjWVyiKkhyiLy4uYnJyMikXR4fDgb6+Puh0Ohw8eJAvjrtcLr5jamNjA2lpaXwNJ17yH0QRYG5uDgcPHky6NJ0YnTCn0+kjUpqWlsYTtr9IqZwgNcWVlZWkHHolw5tlZWWitOkCtTkTwpZ7AJY4b25sbERFLP/93/+Nz3zmM/if//kfvOMd75Dt+sSAtCL/7Gc/w7Fjx/Dwww/jX//1XzEyMoLq6mr83d/9HZaXl/HLX/4SwOVW5Lvuuguf/OQncebMGdx9990+rcjf+MY3cPToUTQ0NGB7exs//OEP8atf/QqnTp2KW6oPSNLIpbu728fH3h9qtZpPfcnVETYxMYG1tTV0d3cnXUsqUVwmO0Xh4qjValFRUYGKigq+qKfX63HhwgW+kF1UVBQzS2Jh19WhQ4eSbnEUqxOm0+l8PkfSwUdcCknqTE4ZFfLZ6fV6HDp0KOlSnDs7O7hw4QIqKipEeyKlpKSgsrISlZWVPm3OxLZAOAAbTfegkFi6u7slDwc+8cQT+PSnP43HH3887sQCAB/4wAewsbGBb37zm1hdXUVbWxueeuopPqW8urqKhYUF/vX79u3DU089hS984Qv4yU9+grKyMvzwhz/kiQXwZn7+8i//Emtra8jOzkZnZydeffXVuBILkKSRi8fjCVmwX11dxdzcHI4ePRo1sZCpdrvdjs7OzqQr8JIaRqSKy6SQTaIa4LIlcX5+viwLJDFG29nZkdV8TC7IoRMmlFHR6/Wy1RdYluXTOcnYWEBcXEl6OFoI25wNBgMcDgev5lxQUBARORBSNhgMOHTokOTP7sknn8TJkyfx2GOP+aSlFMiDPUkuer0ek5OTOHr0KN9ZIWXhsNvt6O/v58X2kmmqHQCWlpYwMTERdZqOPNhEioaIa5LOM6lmSQMDA2BZFh0dHQkvhvuDdIfJOYBItKYIYVutVuTm5vJRjdgFkgz5EVJOtEy+P4jcDCHlWMBfqDQzM1OU5D3HcZicnOSjPanE8swzz+DOO+/Ev//7v+MDH/hANG9FQRAkJbmEsjomC+X58+dRUlIieSe+tbWF/v5+FBUVoampKeGtlEJwHIeZmRksLi6io6NDVvtU4QKp1+t5qftIOqZI/SfRJlrBEC+dMJvNxi+QxLVU2FgRaIEklslEoTfZSJmoYMgpNxMOgdSchYZy5Nkk+nRra2s4dOgQ0tLSJJ3vxRdfxAc/+EH87Gc/w4c//OGkaNq5ErGnyEUo5SLUmPJ4PD4pn3CL3fr6OkZGRlBXV4eqqqqkurlYluUH/KLR4RIL0jFlMBhEiWuSNu28vDy0tLQkFSkDl1WX29vb49pYQBZIvV6PjY0N6HQ6/p70tyVmWTYunvKRgqQRyXORCDAM46PmTNKQBQUF/NxXNMTy6quv4k//9E/xgx/8ACdPnkyqZ/9Kw54hFyGxCNNgHMfxN936+jpcLlfQlA/HcXzLZyjJ90SBpJqIZEO8DbMCiWsSoklPT+eHIysrK0UXeOMFItNDor1ENmUQSR+hLXF+fj62t7eh0+nQ2dmZdNGe2WxGX19fUtkNCKPs5eVluFwuZGVloaSkBIWFhRETzOnTp/Ge97wH//iP/4i77rorqe7fKxFJSS7+bpTBiMUfQjHD9fV12O125OXlobi4GPn5+ZiamoLJZEJnZ2fSdTXZ7Xb09fXx0uWJXnzcbjdPNMSdz+12o6qqKiFT96Eg7Lrq6upKKp0wjuNgNBp5OR8APkoLyZAWM5lM6O/vR2NjY9I5lpIU8fLyMg4cOMDXaiJtcz5//jxuu+023H///fjMZz6TVPfvlYqkJhcycS9VyoWkfNbW1rCzswOVSoXa2lqUlZUlxUNNQOo/xcXFaGpqSrobf2FhAVNTU8jOzobFYuGn3sWKa8YSwjRiMnZdORwO9Pb2IiMjg7clJmlIi8XCpyGl7MTlAFFebmpqSkrb3pmZGSwtLaG7u9tn0xBIzZkQjX9qvK+vD7feeiu+8pWv4J577km65+tKRdKSi8vlkmXi3mq18hFBbm4uX1vIycnhUz6J7NbR6/UYHh5OyvqPUBGaNBYIxTX1ej1Ylo2o3iUnGIbhfdHllPOXC3a7HRcvXuStEPy/W/+Bw/T0dP6zjMcALGlzb2lpSbqhYQD8vXfo0KGQ0SjLstja2vJpcx4ZGYHb7UZbWxv+4i/+An/zN3+DL33pS0n1fF3pSEpy8Xg8cDgc/H9L3RmbTCYMDAygoqLCZ7rY4XDwi+Pm5iaysrL+//bOPCyq8n//97ALCogspSabyICCbCpIopmpiDhofcT6aFlZaqVCfqzMvTKXLE1TKzP5ZWkKgwppqSmIuwEDLpiCiqAOAyj7Mgwz798ffs+RYVGYjQHP67q6ujxzZnjOiOc+z/O83/cNe3t7ODg46PTJlwmp6t+/v07db1sDE5dcXFzc4lITEaGsrIz9LqVSqdJ+lzY3rGUyGUQiEXg8Hnx8fPRuc5yxTHFwcGhVsJxMJmMbN4uLi2FkZMTOaLQxO2RKtT09PfUueRN42Il++/btJwpLc1RVVWHnzp34/vvvkZ2djZ49e2LWrFkQCATw8vLiBEZH6KW4vPHGG7hx4wYiIiIwYcIE9OrVq82/EEyPCJ/Pf+x0n7FPYWw/mE1sBwcHrVVqNYz8be/N5+ZgymVra2vh6+vbqpldS+FdzOxQk7MKxieMiZpu7/2pxjANiG3pbG+IQqFgnZyLioogl8uVGjfVzcUpLCzEpUuXdG7p31oYYfH391d5b/TatWsIDQ3F5MmT4efnh8TERBw+fBjTp0/Hd999p7GxajqiuCG///47Xn31VQgEAuzfv19jY9YVeikud+7cQVxcHOLj43HmzBkEBARAIBBAIBC06DfG0PDG7e3t3SZ32cab2F26dGGFRhNRxMCjrvaKigr4+fm1yzr746irq0NGRobaMwJmb6GwsBBlZWXs7NDe3l6ta26NT1h7wpTzOjk5aaQBkamGZH4vq6urlZyc2yraEokEly9fhpeXF+zt7dUen6ZhPOrUEZYbN25g7NixmDJlCr766iv2d6S2thalpaUam6lpI6KY4fbt2wgODoaLiwtsbGw4cdE0RASxWIx9+/YhPj4eKSkp8Pb2ZoWmsZEek/9SVVUFHx8ftWYeDX26iouLYWJiAgcHB7WMDJkbNwC97GpnYg6YTHRNzQgam0JaWFiwQtMW0W6tT1h7wVRdabOct3FnO+OIzTg5P+47YULIvL299a4MH3h4Q7158yb8/f1haWmp0mfk5uYiNDQU4eHh2Lhxo1YfPrQRUQw8vI8NHz4cb775Jk6ePInS0lJOXLQJU9LJCM3x48fB5/NZoTEzM8OsWbOwYMECjBgxQqNr8A2jiIuKitj0SAcHh1YbQjJP3EzmuD4u5aSnp2u9Yo1JiWSqfExMTJo0GzZHSUkJMjIy4OTk1CaPNV3B7GHw+XydpYLW1dUpibaZmRn7XTYuzRWLxbh69Sq8vb3bPYSsOZgsG3WE5c6dOxgzZgxGjx6NrVu3alVY6urqYG5ujtjYWCVfsnnz5iEjIwMnTpxo8p6QkBD4+vri22+/ZY/t27cPkydPRnV1NXvPWrZsGS5evIh9+/Zh+vTpHVZc9NIVuTl4PB7s7Ozw7rvv4p133kFJSQkSEhIgFAqxZs0aKBQKuLq6wtraWuM37sZRxIwhZGZmJjsuBweHFjdeS0tLkZGR0W7JjE+CKXzQxY27uZTIxt+lvb29kvswc+PWxz4M4NFSk673MExMTNCrVy/06tVL6QGIWdZkZjRSqRTXr1/XuWtBa2GExc/PT2VhEYvFCAsLwwsvvIAtW7ZofblUWxHFp0+fxvbt29kVjo5MhxGXhvB4PNjY2GD69OmwtrZGcnIywsLCIJVKMW7cODz77LMQCASIiIiAr6+vRn/RDAwMlIKSGEPIy5cvg4iaOA8zVjP61PncEGapxMPDQ2dP3AwNUyIVCgX7XV69epW1/TA2NsadO3fg5eWll5vP9+7dw7///tvuS02NH4AYeySmJNfa2hpSqRQymUyvKuvy8/NZYVE1JE0ikSAsLAxDhgzBtm3bdLoqoMmI4oqKCkydOhXbtm3Ty9llW+mQ4sKQmZmJadOm4ZdffmGnppWVlTh06BCEQiHCwsJgY2ODCRMmICIiAoMGDdLoL56BgQFsbGxgY2MDd3d3lJWVQSKR4N9//4VMJoO5uTmqqqq0bqCoKrdv38aNGzf0Iq+98XdZXl6OnJwcFBQUgMfj4d69e6yHnL7sVTGl5PoWS8x8l1VVVZDL5fD09ERtbS3y8vKQlZXF9njZ2dm1a9PpnTt3kJ2drZawFBcXIzw8HN7e3oiJidGZsGgjovjKlSvIzc1FeHg4+zrT52dkZIRr167B1dVVw1eiPTrMnktL5OfntzgjqK6uxuHDhyEUCnHw4EFYWFggPDwcERERCAoKUruksyUYS/WioiKYmJgo+Z3Z2dlp7ee2loYVdb6+vnoXq9vQJ8zX1xdGRkZs5VlFRYVeNMAyHnW+vr56V0oOPFpqajy+mpoatiCA8Y9jZtuaqohsDXfu3MH169fh6+ursuv3gwcPEBYWBhcXF+zZs0fnDx1DhgyBv78/tmzZwh7z9PSEQCBocUM/MTERWVlZ7LHZs2cjIyMDZ8+eRW1tLXJycpTes3jxYlRUVODbb79Fv3799ObBqjV0eHFpLbW1tfj7778RHx+PAwcOwMjICOHh4Zg4cSKef/55jS0VMBVr1dXVbI9IVVUVJBIJCgsLUVVV1WaLe02ia9fltvIkn7DGDbDdunVjv0tdeIoxXleMJYm+edQBDyumbt269cQZAVNcwZTeM1b3THGFtvYt7t69i2vXrqklLKWlpQgPD8czzzyD+Pj4dnFn0EZEcWM68ob+UyMuDZHJZEhKSoJQKMT+/fshl8sRFhaGiIgIjBgxQuVfVKlUioyMDBgaGmLgwIHNChbjd8Y8hWur0bA56uvrkZmZCZlMppd2KYzwlZeXtyrZsrHNfZcuXbSae88EVUkkEvj7++udMAOPZlRtrbpiiiuYWQ1j68N4dWlqts3sUamzlFheXo6IiAhYWloiISGhXe2btmzZgrVr17IRxevXr0dISAiAh8KQm5uL5ORk9vwTJ04gOjqabaL8+OOPW2yiZD6DE5cOSn19PU6dOoXY2Fjs378fVVVVCAsLg0AgwIsvvtjqNWkm58Ta2hr9+/dv1VNf40ZDKysrODg4aGUtXCqVQiQSwdjYGAMHDmz3pbnGNPQJUyVEq2HufXFxsdIGtyaewokIWVlZehtLDDzy4lJ3RsXY+jBCw7iLM2Kj6kMJUw6tjrBUVlZi0qRJMDExwR9//KF3Tcgcj3jqxaUhcrkcZ8+eRVxcHPbt24eSkhKMHTsWAoEAo0ePbvFJlSnlVSfnRCqVskJTUlLCLvc4ODio/Q+IMe+0srJqtfDpEsYnzMDAoMUZX1toWC5eVFTEVvE155jb2s/T51jihntU2liqYxo3CwsLUV5ezrotMI2brYERFnXKoaurq/HKK69AoVDg0KFDehWtwNEUTlxaQKFQ4J9//mGFRiwWY/To0RAIBAgNDWX/Af/1118wMjICn8/XWA9Gw+a4+/fvsx3tjN9ZW8SLCfjS1x4bJjJZWz5hjc016+rqlPJUniRk+h5LTETIycnBvXv3mtjSawPGbYFxcmaWIh+XqVJQUICsrCy1hKW2thaRkZGorKzE4cOHVe6H4dAdnLi0AoVCgYyMDFZocnNzMXLkSMjlcqSkpODIkSPw8/PTys9uuOlaXFwMMzMz1obmSbbsjKW6q6srHB0dtTI+ddC1T1hDc02muOJxPl1yuRwZGRmQy+V6GUvcMFO+PfaAGmaqFBUVwcDAoEkTLNNgqk65u1QqxX//+18UFRXhyJEjKhcBcOgWTlzaCBEhMzMTb7/9Ni5evAgAGDlyJCIiIhAWFoYePXpobXYgl8tRXFwMiUTCWqcw+wqNnxrv3buHq1ev6m2PjT74hFVXV7NCU15eDisrK/bmaGxszC7V+fj46N0eVcPiAnUy5TUFk/PDCI1MJkPXrl1RXl6O/v37q5wXI5PJ8Prrr+P27ds4duyYXjoMcDQPJy5tpKKiApMnT8bdu3fxxx9/oKamBkKhEEKhEBcvXsSwYcMgEAgwYcIE2Nvba1VoHjx4AIlEouR3Zmdnh7KyMty+fRsDBw7Uq+Y+Bn30CWtsrsnj8WBmZoYBAwZopfJMHYiIzdrx9/dvd2FpDBHh9u3byM7OhpmZGaRSKbp3784Kd2v3rOrr6/HWW2/h33//RVJSkl6abXK0DCcubeT+/fv49NNPsXbtWqUeAmZTVSgUIj4+HqmpqRg6dCgmTJgAgUCAnj17au0GxTw1SiQSiMViKBQK2Nvbo1evXkoeXfqAvvuE1dbWIi0tDUZGRjA1NcX9+/dhamra4gxR1xARrl69igcPHuht1VpRUREuXrzI2vozjZtMbxKTmcT0JjX3fcrlcsycORMikQhJSUl6OfvmeDycuGgBIkJ+fj4rNGfPnsWgQYNYGxptxBk3zInp27cv69Mll8vbLYa4MWKxGFlZWXobUtVcLHFDQ8ji4uIWzTV1QcNy6ICAAL2rWgMeCUtLf8dMbxLjim1qasoWBDAl43K5HHPmzMHp06eRnJz82LA/Dv2FExctQ0S4d+8eGxVw8uRJeHt7IyIiAgKBQOXS5YbIZDJkZGSAiJRyYpigKcYdoKENjSYSDdtCXl4ecnJy9NaZl4kltre3bzFyoKG5JiPcDb9PbQo3EbHOCv7+/nopLMXFxcjMzGz1w0NDV+yioiJ8/vnnrCdabm4uTpw4oZeFKBytgxMXHUJEKCwsxP79+xEfH4+kpCTw+XxWaPh8fpuFhinlNTMzg7e3d4s3OKZSihGampoaJRsabVVCNbRL0UcfM+BRcUHPnj2bBNC1BCPcjNDU1tZq7fts2Gfj7++vd84KwKPKRE9PT5WWsIgIR48excKFC5GdnQ0jIyOMGTOG3b/UpLGqpqOJ4+Pj8eWXXyInJwcymQxubm6YP38+pk2bprExd0Q4cWkniAglJSU4cOAAhEIh/v77b7i4uLBRAa1pdmRcAWxsbODh4dGmJZqGJbmVlZVsSa69vb3GejmYjeeioqJmfcL0gbKyMqSnp6sdS9z4+2Rsfezs7NSaZSgUCtarzt/fX+/6bICH+5CZmZkqCwvw8DoXL16M2NhYJCUlob6+HgcOHMD+/fvx7rvv4u2339bIWLURTZycnIySkhLw+XzWOWD+/Pk4ePAgxowZo5Fxd0Q4cdETysrKkJiYCKFQiMOHD6NXr16s0Pj4+DQRDiarXR1XAIbGJbnW1tasDY2qN0bmabuioqJVPmHtARNL3Ldv32ZvLKrSeAObcVuwt7dvUy+KQqHAxYsXUVtbq5cNnMCj79DDw0PlcmMiwmeffYb/9//+H5KTk8Hn85u8rqk9Sm1FEzfGz88PYWFh+PzzzzUy7o4IJy56SEVFBZtJ8+eff8LW1pZ1cB40aBB27dqFS5cu4YMPPtB4ABnjOiyRSNiMdqZps7UCoa5PmC5glnHc3d21umHc2G3B3NycFZrHNcEqFApkZmZCKpXC399f7xo4gUfCok60MxFh9erV+P7775GUlIQBAwZoeJSP0GY0ccPrOX78OCZMmID9+/fjpZde0tr16Dv61RnGAQDo1q0bIiMjERkZierqavz1118QCoVKgWjR0dFaSY40MzNDnz590KdPH7b3QyKRIDs7G127dmWFpqUn8IY+YQEBAXrXfAg8iiXWRYNpwyhiJs62sLAQqampShb33bt3Z4WGEWeZTKa3wsL0KqkrLOvXr8eWLVtw7NgxrQoLoL1oYuDhykOvXr0glUphaGiILVu2PNXCAnDioveYm5tj0qRJmDhxIhYvXoyNGzdi1KhR2L59O3bu3MnOaIKDgzV+EzI1NUXv3r3Ru3dvyGQyVmhu3LjB+p01DJnStk+YJmjPWGIjIyM888wzeOaZZ5TMNRmnBzs7O9ja2iI/Px8KhQJ+fn56KywikQju7u5qCct3332Hb775BocPH4aPj49mB/kYNBlNzNCtWzdkZGSgsrISx44dw4cffggXFxeMGDFCcwPvYHDi0kFYsmQJdu7cifPnz8PT0xN1dXVsJs306dOhUCgwfvx4NpNG00tRxsbG6NmzJ3r27Mk+tUkkEuTm5sLMzAzdu3dHUVERevTooROfMFVgYon1oRzawMAAtra2sLW1hYeHB0pLS9kZFdMEe//+fZ2XjD8JZq+vX79+Ki8nEhF+/PFHrFq1Cn/++ScGDRqk4VE2jzaiiRkMDAzQt29fAICPjw+uXr2KVatWPdXion93AI5mmTp1Ks6cOQNPT08AD5dbxowZgx9//BH37t1DbGwszM3N8d5778HZ2RnvvvsuDh48iNraWo2PhXkCHzhwIEaMGIHevXtDLBZDJpOhpKQE2dnZKCkpgT5t5+Xm5iInJwd+fn7tLiyN4fF46NatGyoqKmBpaYlBgwbBwsICt27dQnJyMtLT03Hnzh3U1dW16zgZYXFzc1PZXYGIEBMTg2XLliEhIQFBQUEaHmXLmJiYwN/fH0ePHlU6fvToUQwdOrTZ9wQFBTU5/8iRIwgICHjsrJKIIJVK1R90B4bb0O9kyOVynDlzBnFxcdi/fz9KS0sxZswYREREYPTo0Rr3oWroE9anTx+lpjgej8cunXXv3r1dZjMNs078/Pz00qq9vr4e6enpMDQ0hI+Pj9JyYuMsFSsrK/Y71WUFHlOy3bdvX5WLSIgIv/76K/73v/8hISEBL7zwgoZH+WS0EU28atUqBAQEwNXVFXV1dTh06BA+/vhjbN26FTNmzND5NeoLOhUXTTcvxcTE4M0332zyvpqaGr3sYNY1CoUCFy5cYKMCJBIJXnrpJURERGDs2LFqh0o9zieM8TtjSpyZwC7GhkYXQsM4BzOW9PrYZyOTyZCens4mhD5un6q2tpYVmpKSEtajiymw0JbnGSMsrq6uKpdsExH27t2LOXPmQCgUtmv/h6ajiRcvXow9e/bgzp076NKlC/h8PubNm4fIyEhdX5peoTNx0UbzUkxMDObNm4dr164pvZczuWuKQqGASCRCXFwc4uPjkZeXh1GjRkEgEGDcuHFtNmRkLP1bY/VBREq2KfX19bC1tYWDg4PW/M4Yg8f79+/rpXMw8FBY0tLSYGpqioEDB7ZJcJkCi4YeXUxvkibNNcvLy5GWlgYXFxe1rFji4+Mxc+ZM7NmzB+PHj9fI2Dj0G52Jizaal2JiYhAVFYXS0lKtj78zQUS4fPkyKzTXr1/HCy+8wGbS2NjYPPbmpI5PWEPbFIlEAqlUygqNpjavFQoFrly5gvLycr314aqrq0NaWhrMzc3h5eWl1kyuobkmE7/QsMRZ1c9mhMXZ2RlOTk4qj++PP/7Am2++iV9//VWpv4Sjc6MTcdFW81JMTAxmzJiBXr16QS6Xw8fHB59//jl8fX21fUmdBiLCtWvX2EyaS5cuISQkBAKBAOHh4UqZNAqFAjdu3MDdu3c14hPWMBlSIpGgpqYGNjY27BO4KmW4TFd7TU0N/Pz89NKHixEWCwsLDBgwQKNLhI2XIxUKhUqu2BUVFUhLS2Mzd1Tlr7/+wrRp07Bjxw5MnjxZ5c/h6HjopMZRW81LfD4fMTEx8PLyQnl5Ob799lsEBwcjMzMTbm5uWruezgSPxwOfz8eiRYvw6aef4saNGxAKhfjtt9/w4YcfYujQoezS2dKlS9GlSxesW7dOI/sXTJVUt27d4OrqiqqqKhQWFiIvLw9ZWVlt9jtr2Hz4pGqe9kIqlSItLQ3dunVrlX9cWzEwMECPHj3Qo0cP8Pl8lJWVoaioCNnZ2bh06RJsbW1Zi/uWvh9GWBwdHdUSlmPHjuH111/Hjz/+iP/85z8qfw5Hx0SnBfSabl4KDAxEYGAg+3pwcDD8/PywadMmbNy4UVPDfmrg8Xjo27cvPv74Y3z00UfIy8uDUChEXFwcFixYAGNjY8yZMwf379/XygayhYUFnJ2d4ezsjJqaGkgkErbp0dramhWa5pa56uvrIRKJwOPx4O/vr1e9IQxMEJmVlRX69++v9dAxHo8Ha2trWFtbo2/fvk3EuzlzzcrKSqSlpaFPnz5qGXmmpKTgtddew6ZNm/Daa6/pVZKnrqmqqsJvv/2GsWPHatTDTt/Ryb9AbTYvNcTAwACDBg1Cdna2Zgb+FMPj8eDo6IiZM2fi8OHD8PLyQmRkJI4ePYpvv/0WAwcOZKMCXFxcNH7z6NKlC7skw/idFRYW4vr167C0tGSFxtzcHHV1dRCJRK2quGovamtrkZqaqhREpkt4PB66du2Krl27wsXFBTU1NSgsLERBQQGuXbsGS0tLWFlZQSwW47nnnoOLi4vKP+vMmTOYPHkyvv76a0yfPv2pFxYnJyc8ePAAy5Ytw1tvvaWXCazaQCfi0rB5qeGey9GjRyEQCJp9T1BQEBITE5WOPal5iYiQkZEBLy8vzQ3+KefDDz+ETCbDyZMnYWlpiYULF0IikbCZNJ999hlbmCEQCFoM2lKHhn5ndXV1rNDk5OTA3NwcMpkMXbt2bdY9Wh9gEi6ZaAR9uNl26dIFjo6OcHR0RF1dHe7cuYObN2+CiCCRSEBETzTXbI4LFy7glVdewZdffol33nlHL661PdmwYQNeeeUV8Pl8rFu3DnV1dXj33XefihmMzkuRNdm8tGLFCgQGBsLNzQ3l5eXYuHEjdu7cidOnT2Pw4MG6uKxOD7ME1txSFBHhwYMHSpk0ffv2ZaMCtG0Dw+wNGBgYQCaToUuXLrC3t4eDg0OL2ey6prq6GmlpabCzs9OK8GqCqqoqpKamolevXnB0dFSKdTY2NmZnidbW1o8df3p6OsLDw7FkyRJER0fr5bXqGrFYzJpbbtiwAevWrcPUqVMxc+ZMtZYdOwI6b6LUZPNSdHQ04uPjUVBQACsrK/j6+mL58uU6tZTgeAgRKWXSHDlyBL1792aFpq19HE+iqqoK6enpsLW1BZ/Ph1wuZx2Hi4uLYWJiwgqNpaVlu9zomOhkBwcH9OvXTy9vtswYn3322SYpnI1jiAGwezSNG2EvXryIsLAwLFiwAB9//LFeXmt70XBveevWrfjiiy/w2muvYfbs2WotP+o7nd7+pS2uAGKxGPPnz0daWhqys7Mxd+5cbNiwocl5QqEQS5YswY0bN+Dq6oqVK1dy9fuNqKiowMGDByEUCvHXX3/B1tYWEyZMwMSJExEQEKCW0DCbzs8++yzc3Nya3Mia6/toaEOjixsfMxtoaYz6QHV1NVJTU/HMM888cYwKhQKlpaWsQ4BMJsOlS5fQtWtXeHp6YsqUKfjggw+wdOlSvbzW9kYul7N7gT/99BOWLVuGyMhIvPfee6zhZWdD/xaoNciePXsQFRWFRYsWQSQSYdiwYQgNDUVeXl6z50ulUtjZ2WHRokUYOHBgs+ecPXsWkZGRmDZtGjIzMzFt2jRMnjwZ58+f1+aldDi6deuGKVOmIDY2FgUFBVi3bh2Ki4shEAjg4eGBBQsW4PTp05DL5W363LKyMqSmpuK5555r8YbIiMmAAQMwfPhweHp6sv0vKSkpyMrKwv3796FQKDR1uUpUVlayy0z6LCzMrKo1YzQwMICNjQ3c3d3x/PPPIyAgAFVVVVi9ejVGjRoFa2tr9OrVC8XFxVoZ75YtW+Ds7AwzMzP4+/vj5MmTjz3/xIkTbAOti4sLvv/+e6XXt23bhmHDhqF79+7o3r07Ro0ahQsXLmhkrM39ThsaGrLGozNmzMDKlSuxd+9ebNy4sYnDSGehU89c2uoK0JARI0bAx8enycwlMjIS5eXl+PPPP9ljY8eORffu3bF7926Njr8zUlNTg6NHjyI+Ph4JCQkwNTVFeHg4IiIinphJw5hkqmpFwjx9M02bTIOhg4MDbGxsNFJlxuwDMRVX+igsNTU1SE1Nhb29vVrLdTk5OQgNDcWYMWPQr18/7Nu3D2lpaYiOjsZXX32lsfFqwzrqv//9L4KDgzF06FCYmZlh7dq1iI+Px5UrV9RKJm24BLZ582YUFhaiR48eePPNN9GtWzfU1dWxPVu7du3CRx99BIFAgDlz5jSJd+7odFpxUcUVoCEtiUufPn0QHR2N6Oho9tj69euxYcMG3L59W6PX0Nmpq6vD8ePHIRQKsX//fgBgM2mGDx+u1DjJ9Ls0Z5KpCswekUQiYZd5GtrQqCI0jLD06dNHb9fSGWFRt8AgNzcXY8eORUREBDZs2MAuc969exclJSUaTZXURe69XC5H9+7d8d133+H1119Xe8zz58/Hb7/9BhcXF1RUVMDCwgKJiYmws7NTEpjdu3dj0aJFePHFF/HBBx+0uGLSEem0y2KquAK0hpacA9T5zKcVExMTjB07Ftu2bYNYLMaePXtgZmaGWbNmwdnZGTNnzsShQ4fw888/Y/jw4XBxcdFYjwDTYNhwmcfc3Bw5OTlITk5GZmYmm1HTGsrLy5GamgpHR0e9FRamidPW1lYtYcnPz8e4ceMwbtw4JWEBgF69emlUWBirnNGjRysdHz16NM6cOdPse86ePdvk/DFjxiA1NbXFv8/q6mrIZDLY2NioNM6GS6xSqRQFBQU4fvw4Tpw4gY0bN8LExAQhISEQi8UwMTFBXV0dFAoFXn31VSxduhTbt29HTk6OSj9bX+m04sLQVleA9vrMpx0jIyOMHDkSW7duxZ07d3DgwAF0794dM2fOxJw5c9C7d29kZmaiurpa4z+bx+PB0tISffv2xdChQzFkyBB07doVubm5OHHiBEQiEe7evdtiWFdZWRnrHKyv5aVME6eNjQ34fL7Kv69isRhhYWEYOXIkNm/erPW+Im1YRzXHJ598gl69emHUqFFtHqNCoWC/h5ycHPz7778oKCiAqakpjI2NMWLECKxZswYODg4YMWIE8vLy2JmLVCpFXFwcJk6c2OncojutuKjiCtAaWnIOUOczOZQxNDRESEgIvLy8UFdXh/Xr1+P555/HokWL4OTkhKlTpyIuLg4VFRUa/9lMJ7urqyuCgoIQFBQEa2tr3LlzBykpKUhLS0N+fj6bMlhaWspmnahjSa9NmBmLuk2cEokEYWFhCAoKwrZt23TqhKCN3HuGtWvXYvfu3YiPj1fJQZsRlhUrVmDo0KF44403kJGRgaqqKvZnBgUFYe3atXB0dISHhwcKCgpgYGCA2tpaNopAH01W1aHTiosqkaatoaXYU3U+k6MpV65cwYIFC3Do0CFERUXh66+/Zpes+vXrhy+++AJOTk6IjIzE7t27UVZWppVYZcbvbMiQIQgODoatrS0KCgpw8uRJnD17ll0K09eOa8Yo09raWi1hKSoqQnh4OAYOHIgdO3boTFi0bR21bt06fPnllzhy5Ai8vb3bNLaGS2HHjx/Hzz//jC1btuD999+Hu7s7wsPDkZ+fz54zePBgLF++HPPnz2czp6ysrBAeHq6XXnjq0mk39IG2uwIAQEZGBoCH5YLu7u5YsGABTExM2Oz6M2fOICQkBCtXroRAIMCBAwewePFinDp1CkOGDGmPy+y0FBUVwc7OrtnXFAqFUiZNdnY2Ro4cCYFA0KpMGnWRSCS4dOkSunTpgpqaGnTr1k0pFVIfYITF0tJSLaPMBw8eYNy4cXB1dcXevXt17jY9ZMgQ+Pv7Y8uWLewxT09PCASCFjf0ExMTkZWVxR6bPXs2MjIylDb0v/rqK3zxxRc4fPiwkgHuk6iqqlL6O46Pj4dEIkFJSQk+/fRTNlp7xowZyMnJwYkTJ5rdh6uvr++UosJCnZzNmzeTo6MjmZiYkJ+fH504cYJ97Y033qDhw4crnQ+gyX+Ojo5K58TGxpK7uzsZGxsTn88noVCogyvhaAmFQkFZWVn02WefkY+PDxkZGdGLL75IGzdupFu3blFlZSVVVVVp7L+8vDxKTEyk7OxsqqqqopKSErp+/TqdOnWKDhw4QH///TddvHiRJBKJxn92a/8rKSmho0eP0vnz59Uaw927d8nPz4/CwsJIKpW2y9/v77//TsbGxrR9+3bKysqiqKgosrCwoNzcXCIi+uSTT2jatGns+Tdv3iRzc3OKjo6mrKws2r59OxkbG1NcXBx7zpo1a8jExITi4uJILBaz/1VUVDx2LLNmzaLt27eTTCYjIqK6ujry9/cnHo9HU6dOJblczp5769Yteumll6h379505coVTX4lHYJOLy7txebNm8nJyYlMTU3Jz8+PUlJSWjz33r179Oqrr1K/fv2Ix+PRvHnzmpyzY8eOZoWvpqZGi1fR8VAoFJSdnU2rVq2iQYMGkZGREYWEhNDXX39N2dnZat/sb9++TYmJiZSTk9Ps66WlpZSTk0NnzpyhhIQEOnLkCGVkZJBYLNaZ0DDCcu7cObV+plgspiFDhtDo0aPb/fesrQ+JycnJ5OvrSyYmJuTk5ERbt25Vet3R0bHZf0/Lli1rcQwrVqwgHo9HYrGYiIjq6+uJiKikpIRefvllsrOzo/Pnzyu9Jy8vjwYPHkxhYWFqXH3HpFMvi7UXbW36ys3Nxfr16+Hv74/169dj+PDhTfprYmJiMG/evCbdvMzaLUdTiAi3b9+GUCjEvn37cO7cOQwePBgCgQACgQDPPfdcm5aKioqKcOnSJXh6erbqe2f8ziQSiZIJpIODg0Zz7huiqZTLyspKTJo0CSYmJjh48CC6dOmi4ZF2LEpLS/HOO+/gxo0b+OCDD/DWW28BeGTrUlVVhZdffhmXLl3C/v37MWjQIPa9TCOlPkZBaBNOXLSANpwBYmJiEBUVhdLSUi2MuPNDRLh79y7i4+MRHx+P06dPw8fHh40KcHZ2fuzNvrCwEJcuXcKAAQNUqgxsaAJZWFio5HdmbW2tkZJeRljMzc3h5eWl8mdWV1fjlVdeARHh4MGDGkkd7QzcvHkTa9euRUZGBqZMmYKoqCgAjwSmpqYG//nPf5CWloZ9+/Y12cdpWLL8NPD0XKmOUKXpq7VUVlbC0dERvXv3xvjx4yESidT6vKcJHo+H3r17Y+7cuUhKSkJ+fj7eeustJCcnw9fXF8HBwVizZg2uXbvWpOpMLBbj0qVL8PLyUrnk3NDQEHZ2dujfvz+GDx+O/v37Q6FQ4NKlS6zfWXFxscp+ZzKZDOnp6WoLS21tLV599VXU1dUhMTGRE5b/g4jg4uKCTz75BD4+Pvj999/x9ddfA3j4dyuXy9GlSxcIhUI8//zzGDp0KNLT05U+42kSFoATF42jLWcAPp+PmJgYJCQkYPfu3TAzM0NwcDCXuqkCPB4PzzzzDGbPno0jR45ALBZjzpw5+OeffxAYGIghQ4bgiy++wJUrV/DDDz9g0qRJ8PLygr29vUZ+PpNz7+npiZCQEDaOICsrCydOnMDly5dRWFjYalNPmUyGtLQ0mJmZqSUsUqkUU6dORVlZGQ4dOgRLS0uVPqczwuPxQERwcnLCokWL4Ofnh9jYWKxZswbAI4ExNTXFrl27MHfuXLi6urbzqNuXTlwH175ouos/MDBQaZodHBwMPz8/bNq0CRs3blT5c592eDwebG1t8fbbb+Ott95CWVkZEhISIBQKsW7dOtTX12P8+PG4d+8ebG1tNf70yePxWGded3d3lJeXQyKR4Pr166irq4OtrS3s7e1ha2vbbNkqM2MxNTWFt7e3yuOrq6vDG2+8AbFYjGPHjsHa2lrNK+t8MALz3HPPYfHixVi1ahX27duH+vp6LFq0CIaGhqivr4exsTG7rN3py40fw9N51VpEW84AjTEwMMCgQYO4mYsGYfzGXn/9ddTX1+P48eNYsGABrl27htGjR8Pe3p7NpPH399eK0FhZWcHKygpubm6orKyERCLBzZs3ceXKFfTo0YMN6zI2NkZ9fT1EIhFMTEzUCmOTyWSYMWMGbt26hePHj6vsr9XZaLxHwjwgEhF69uzJCkxiYiIrMI2F5GkVFoBbFtM42nIGaAwRISMjg41Q5dAcJ0+exLx585CYmIiVK1ciLi4OEokEa9euRWFhISZMmABPT0989NFHOHPmTJszaVoDj8dDt27dlPzOLC0tkZeXhxMnTiAtLQ3nzp2DgYGBWjOW+vp6zJo1C1lZWfj7779bbFp92iAiGBgYICkpCYsWLQLwaDWCERgHBwcsXrwYwcHBOHToEFuss2/fPty9e7fdxq4vcNViWkAbzgArVqxAYGAg3NzcUF5ejo0bN2Lnzp04ffo0Bg8e3B6X2WlRKBS4fv16i/kaNTU1OHLkCOLj45GYmAgzMzOlTBptP61WVFQgIyMD9fX1kMvlsLa2ZivP2uKNJZfL8cEHH+Ds2bNITk5Gz549tTjqjgMzQ8nLy0NISAjef/99REVFNXEmYM578OABVq9ejTNnziA3NxeGhoas+/TTDCcuWmLLli1Yu3YtxGIxBgwYgPXr1yMkJAQAMH36dOTm5iI5OZk9v7n9GEdHR+Tm5gIAoqOjER8fj4KCAlhZWcHX1xfLly9HUFCQLi6HowXq6urw999/Iz4+HgcOHACPx0NYWBgmTpyIkJAQpUwaTcAshRkYGMDHxwcymYwNPysrK4OlpSXbS/O43hSFQoGoqCgkJSUhKSlJb73R2guxWIzffvsN2dnZ2Lp1K4io2T4VZumsrKwMS5cuxb///otvvvkG/fv3b4dR6xecuHQytmzZgq+++gpisRj9+/fHhg0bMGzYsGbPjY+Px9atW5GRkQGpVIr+/ftj+fLlGDNmjNJ5QqEQS5YswY0bN+Dq6oqVK1cqBbBxPEQmkyElJQWxsbE4cOAApFIpwsLCEBERgRdeeEElx92GyOVyiEQi8Hg8+Pj4NLnZSaVSFBUVsT5XXbt2hYODQxO/M4VCgY8++ggHDx5EcnKy3sYEtAdEhJqaGrz88stITU1FQEAAmzrbUp8Kc7ympgaVlZXc0uL/wYlLJ6KtzgBRUVHo2bMnXnjhBVhbW2PHjh1Yt24dzp8/D19fXwAPg5eGDRuGzz//HBMnTsS+ffuwdOlSzqjzCcjlcpw6dQpxcXHYv38/ysvLERoaioiICIwaNQrm5uZt/jymr8nX1/eJ3d4ymYwVmvv374PH4+HPP//Eyy+/jAMHDiA+Ph5JSUlwc3NT+Ro7MykpKViyZAmuX7+O7777jo1HbqnqU91q0E6JDixmOHTE4MGDadasWUrH+Hw+ffLJJ63+DE9PT1qxYgX758mTJ9PYsWOVzhkzZgxNmTJFvcE+Rcjlcjp9+jRFR0eTs7Mzde3alSZNmkS//PILSSSSJ3p8lZeXU0pKCiUnJ1N5eXmbPcLKysro1KlT9MILL5ChoSEZGhrSjBkz6MKFC6RQKLR23W3x1yN66Afm5+dHpqam5Ozs3MQP7PLlyzRp0iTWF2z9+vVaGzsRUWpqKoWEhFBoaCglJiayxxuaU3K0DFct1knQhDOAQqFARUWFUilqS5Gx6roNPE0YGBhg6NCh+Oabb5CTk4Pjx4/Dzc0Nn3/+OZycnDBlypQWM2nkcjkyMzOhUChaNWNpDiMjI/j4+GDo0KHo3r071q1bh5qaGowaNQpOTk64cuWKpi6VZc+ePYiKisKiRYsgEokwbNgwhIaGIi8vr9nzb926hXHjxmHYsGEQiUT49NNPMXfuXAiFQvac6upquLi4YPXq1Trx1PP398fXX3+N2tpabN68GQkJCQCevk57lWlvdePQDHfv3iUAdPr0aaXjK1eupH79+rXqM9auXUs2NjYkkUjYY8bGxvTbb78pnffbb7+RiYmJ+oN+ypHL5SQSiWjx4sXk6elJJiYmFBoaSlu3bqX8/HySSCQkEAho7969VFZWprK7cWVlJX322WdkY2NDGRkZ7M+vra2lgwcPUnV1tcavra2z6I8++oj4fL7SsZkzZ1JgYGCz5zs6Omp95sIgEolo9OjRFBwczMVrtAFOgjsZqjoD7N69G8uXL8eePXua2Jxo2m2A4yFMxdfnn3+Oy5cvQyQSITAwEN9//z2cnZ3h7u6OCxcuoF+/fio76hIRNm3ahPXr1+Pw4cMYOHAg+5qpqSnGjRunccdjVWbRLc2QU1NTIZPJNDq+tuLj44O1a9fCzMyMK35oA5y4dBLUcQbYs2cP3n77bezduxejRo1Seq2lyFhNug1wPBRwT09PLF26FOfPn0dISAgsLCzg4OCAgIAAjBs3Dj/88APEYnGr45yJCD/88ANWr16NQ4cOISAgQMtX8RBV/PUKCgqaPb++vh7FxcVaG2trGThwIBISEuDr66uVOO3OCCcunQRVnQF2796N6dOnY9euXQgLC2vyelBQUJPPPHLkiEbdBjgeIZfLERkZibKyMly+fBnp6em4fv06wsPDERcXB3d3d4wePRrfffcd8vPzW7zRERF27NiB5cuXIzExsU0xvpqirTPe5s5v7nh7wczw9GU8ek97rcdxaJ62xsHu2rWLjIyMaPPmzUpRr6Wlpew5p0+fJkNDQ1q9ejVdvXqVVq9eTUZGRnTu3DmdX9/Twk8//UT3799vclyhUFBeXh5t2LCBQkJCyNDQkAYNGkQrV66ky5cvs6mTlZWVtHXrVuratSslJSXpfPxSqZQMDQ0pPj5e6fjcuXMpJCSk2fcMGzaM5s6dq3QsPj6ejIyMqK6ursn5utxz4VANTlw6GW2Jgx0+fHizUa9vvPGG0mfGxsaSu7s7GRsbE5/P5zY19QCFQkH37t2jzZs304svvkhGRkbk4+NDy5Ytoy+//JIsLCzo8OHD7Ta+wYMH0+zZs5WOeXh4PHZD38PDQ+nYrFmz9GJDn0M1OHHh0Aht6WkQCoU0atQosrW1pW7dulFgYCD99ddfSufs2LGjWeFr7yx3fUShUFBRURH99NNPNHLkSAJAv/76a7uOqa2z6Js3b5K5uTlFR0dTVlYWbd++nYyNjSkuLo49RyqVkkgkIpFIRM8++yz973//I5FIRNnZ2Tq/Po4nw4kLh9owN5Jt27ZRVlYWzZs3jywsLOj27dvNnj9v3jxas2YNXbhwga5fv04LFy4kY2NjSk9PZ8/ZsWMHWVpaKi3XicViXV1Sh0WhUFB+fn57D4OI2jaLJnrYROnr60smJibk5OTUpIny1q1bzT5wNP4cDv2As3/hUJshQ4bAz88PW7duZY95eHggIiKCtSF/Ev3790dkZCSWLl0KAIiJiUFUVBRKS0u1MWQODg4tw1WLdRD09RlAW84AAFBZWQlHR0f07t0b48ePZ721ODg49B9OXPQYhUKhVI6pjzdXVXoaGvP111+jqqoKkydPZo/x+XzExMQgISEBu3fvhpmZGYKDg7nkTQ6ODgInLnpGwxmKgYEBW1OfmpoKgUCAb7/9tr2G9lg07QwQGBiIqVOnYuDAgRg2bBj27t2Lfv36YdOmTRofOwcHh+Z5egOe9RQejwe5XI69e/dCIpEgLCwMbm5uOHXqFJycnODt7Q2g5WwJXaMJZ4DY2NgmzgCNMTAwwKBBg7iZCwdHB6H9704cSuTn5+OVV17Bhx9+iJ07d2L48OGIjY1FSkoK+vTpw4oLIyzMTCc9PR2ffPIJfvjhB1RXV+tsvNpyBmgMESEjIwPPPvus2mPm4ODQAe1XqMbRHG+88QZ5e3vTn3/+SURER44cIV9fX/L29qZVq1a1+L7t27eTlZUVWVhY0GuvvabkbKxttOEMsHz5cvrrr7/oxo0bJBKJ6M033yQjIyM6f/68zq6Lg4NDdThx0SPu3r1LlpaWtGvXLiIiNsjpxRdfpL59+9Lx48eJqGlYUUVFBc2ZM4dGjBjB/lmbIVDNoWlngKioKOrTpw+ZmJiQnZ0djR49ms6cOaPDK+Lg4FAHTlz0iMOHD5OpqSmVlZWRXC5nBWLIkCEUERFBxcXFSuczr4tEIho+fDgtWLCAiJqKj0Kh0LnY6JK2uAOcPHmShg4dSjY2NmRmZkbu7u70zTffNDkvLi6OPDw8yMTEhDw8PJr4ZHFwcDwebs9Fj7h27RocHR1BRGyl2JUrV1BVVYXBgwejR48eSucz1VgXL15EQUEBJkyYAABs/kV+fj57HnOuQqHQ1eXohLYmHlpYWOCDDz5ASkoKrl69isWLF2Px4sX48ccf2XPOnj2LyMhITJs2DZmZmZg2bRomT56M8+fP6+qyODg6Pu2tbhyPOH36NPXs2ZNiY2PZY/PnzydnZ2c6evQoETWdlVRVVVFUVBQNHjyYPcac07VrV1q1ahXt37+/2af5+vp6qq+v18al6Iy2Jh42x8SJE2nq1KnsnydPnkxjx45VOmfMmDE0ZcoU9QbLwfEUwc1c9IihQ4di5MiRmDdvHqKjozF58mT88MMP8PHxYRMEmRkI/V+V2I0bN3Dx4kU8//zzAB7OWgwMDJCbm4uqqir8+uuv+OOPPxAZGQkfHx92NgMAhoaGTRIO79y5g5kzZ+L999/H7du3dXHZKqMJdwCRSIQzZ85g+PDh7LGWUhFb+5kdkS1btsDZ2RlmZmbw9/fHyZMnH3v+iRMn4O/vDzMzM7i4uOD7779vco5QKISnpydMTU3h6emJffv2aWv4HHoIJy56xs6dO7F+/XoYGRkhODgYtra26NevH+zs7AA8Ehfm/5cuXcK9e/cwfvx4AA/DpgDg559/ho2NDRYuXIht27bh+PHjMDAwwKZNmyAUChESEoKXX34ZaWlpSj/fwcEBr732GrZt24ZJkybh2rVrurr0NqOOO0Dv3r1hamqKgIAAvP/++5gxYwb7WkupiK11HOhotHVp8datWxg3bhyGDRsGkUiETz/9FHPnzoVQKGTP4ZYWObhlMT2iuU33tLQ0EolERNR0Saympobmz59PAQEB7HuZc5ydnWnevHlUW1tLRER1dXU0YsQIsrOzoxUrVlBKSgqNGTOGxowZw57TkNDQUHrvvff02uL+7t27BKBJFdkXX3xB7u7uj33vzZs36eLFi/Tjjz+SjY0NW6FHRGRsbKz0ZyKiX3/9lUxNTTU3eD2irUuLH330EfH5fKVjM2fOVMpe4ZYWObiZix7BzEbkcjm77OXn5wcfHx8ATRsnb9y4gczMTAQFBYHH4yktieXm5mLcuHEwNTUFAFRVVSE9PR2LFi3CwoULMWzYMMyePRsXL17E6dOn2Z8LAElJSRCLxfD29oaZmZnOrr+tqOMO4OzsDC8vL7zzzjuIjo7G8uXL2deeeeYZlT6zI6LK0mJLy4apqalsMcnTuLTIoQwnLnqIoaFhk72VhjCvXblyBffu3UNoaCiAR+Kwc+dOuLm5wcPDg31PUlIS5HI5Jk2aBGNjYwCAnZ0dioqKwOfzlX7W0aNHYW1tDX9/fy1doWZQ1R2gMUQEqVTK/jkoKKjJZx45cqRNn9lRUGVpsaVlw/r6ehQXFz/2nM66tMjRFM5bTM9pyfxRKpXi1KlTMDQ0ZMXFxMQEAPDNN99gypQp7D4N8NBuZdiwYejVqxeAhyXJhw8fRs+ePdGzZ08oFAoYGRlBoVDgwoULcHNzg6enp5avTn0+/PBDTJs2DQEBAQgKCsKPP/6IvLw8zJo1CwCwcOFC3L17F7/88gsAYPPmzejTpw8rqKdOncK6deswZ84c9jPnzZuHkJAQrFmzBgKBAAcOHMDff/+NU6dO6f4CdURbjUebO7/xcVXNTDk6B5y4dFCqq6thbm6Oy5cvIzIyEqtWrYKLiwvq6+vx7rvvIjQ0lF3SqqiowLFjx7Bu3Tp2aa28vBwJCQmYOHEigIezHgMDA5w9exYPHjzApEmTYG5u3m7X11oiIyNx//59fPbZZxCLxRgwYAAOHToER0dHAIBYLFbamFYoFFi4cCFu3boFIyMjuLq6YvXq1Zg5cyZ7ztChQ/H7779j8eLFWLJkCVxdXbFnzx4MGTJE59enbVRZWmxp2dDIyIjtxXqalhY5WqD9tns41EUul9Ply5dp7969j422PX78OPF4PMrJyWGP/fPPP2RiYkKpqalERCSTyYiIaMmSJTR8+HA6d+6cdgfPoTcMHjyYZs+erXTMw8PjsRv6Hh4eSsdmzZrVZEM/NDRU6ZyxY8dyG/pPEZy4dDLkcnmTqjIiojt37ihVlH388cfUrVs3IlKuUhs9ejS9/fbbVFFRoZsBdwI0bT+zY8eOZr3XtFW511bj0Zs3b5K5uTlFR0dTVlYWbd++nYyNjSkuLo495/Tp02RoaEirV6+mq1ev0urVq8nIyIh7aHmK4MTlKaBxibNCoaCYmBhauXIlERFJpVIiIjp37hz5+vrSxo0bdT7GjgpzY962bRtlZWXRvHnzyMLCgm7fvt3s+enp6bRr1y66fPky3bp1i3bu3Enm5ub0ww8/sOfs2LGDLC0tlRyjxWKxVq+jLcajRETJycnk6+tLJiYm5OTkRFu3bm3ymbGxseTu7k7GxsbE5/NJKBRq9Ro49AsekZ6Gs3PonBUrVuDYsWNYvXp1p6yM0gZDhgyBn58ftm7dyh7z8PBAREQEVq1a1arPmDRpEiwsLLBz504AQExMDKKiolBaWqqNIXNw6ASuFPkppb6+HsDDCp5//vkHV69eRUZGBvr164cBAwa08+g6BtqynwGAyspKODo6onfv3hg/fjxEIpHGxs3BoQs4cXlKMTJ6WChYV1eHs2fPon///jhy5Aj69u0LS0vLdh5dx0Bb9jN8Ph8xMTFISEjA7t27YWZmhuDgYC7imaNDwZUiP+WYmppi7ty5mDJlCrKysvDcc8+195A6HKr0c5w8eRKVlZU4d+4cPvnkE/Tt2xevvvoqACAwMBCBgYHsucHBwfDz88OmTZuwceNGzV8AB4cW4MSFAwBgb28Pe3v79h5Gh0Jd+xkA8PLygkQiwfLly1lxaYyBgQEGDRrEzVw4OhTcshgHh4poy36mudczMjLw7LPPqjxWDg5dw81cODjUQBv2MytWrEBgYCDc3NxQXl6OjRs3IiMjA5s3b9b9BXJwqAgnLhwcaqAN+5nS0lK8++67KCgogJWVFXx9fZGSkoLBgwfr/Po4OFSF63Ph4ODg4NA43J4LBwcHB4fG4cSFg4ODg0PjcOLCwcHBwaFxOHHh4ODg4NA4nLhwcHBwcGgcTlw4ODg4ODQOJy4cHBwcHBqHExcODg4ODo3DiQsHBwcHh8bhxIWDg4ODQ+Nw4sLBwcHBoXH+P2q9hNLMInkLAAAAAElFTkSuQmCC",
+      "text/plain": [
+       "<Figure size 640x480 with 1 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "image/png": 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",
+      "text/plain": [
+       "<Figure size 640x480 with 1 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "fig = plt.figure()\n",
+    "ax = fig.add_subplot(projection='3d')\n",
+    "\n",
+    "\n",
+    "xs=np.ones(len(vd0))\n",
+    "ax.scatter(xs*0.05, [y.n for y in r], [z.n for z in vd0],c='blue')\n",
+    "ax.scatter(xs*0.10, [y.n for y in r], [z.n for z in vd1],c='blue')\n",
+    "ax.scatter(xs*0.15, [y.n for y in r], [z.n for z in vd2],c='blue')\n",
+    "ax.scatter(xs*0.20, [y.n for y in r], [z.n for z in vd3],c='blue')\n",
+    "ax.scatter(xs*0.35, [y.n for y in r], [z.n for z in vd4],c='blue')\n",
+    "\n",
+    "ax.set_xlabel('d [m]')\n",
+    "ax.set_ylabel('r [m]')\n",
+    "ax.set_zlabel(r'v [$ms^{-1}$]')\n",
+    "\n",
+    "plt.title(r'v [$ms^{-1}$]')\n",
+    "\n",
+    "import numpy as np\n",
+    "import matplotlib.pyplot as plt\n",
+    "from mpl_toolkits.mplot3d import Axes3D\n",
+    "\n",
+    "\n",
+    "rn=[y.n for y in r]\n",
+    "# Erzeuge X-Koordinaten für jede Ebene\n",
+    "xs = [0.05, 0.10, 0.15, 0.20, 0.35]\n",
+    "X, Y = np.meshgrid(xs, rn)\n",
+    "\n",
+    "# Z-Werte als Matrix organisieren\n",
+    "Z = np.array([\n",
+    "    [z.n for z in vd0],\n",
+    "    [z.n for z in vd1],\n",
+    "    [z.n for z in vd2],\n",
+    "    [z.n for z in vd3],\n",
+    "    [z.n for z in vd4]\n",
+    "]).T  # Transponiere, damit die Dimensionen passen\n",
+    "\n",
+    "# Plot\n",
+    "fig = plt.figure()\n",
+    "ax = fig.add_subplot(projection='3d')\n",
+    "\n",
+    "# Fläche zeichnen\n",
+    "ax.plot_surface(X, Y, Z, cmap='Blues', alpha=0.85)\n",
+    "# Achsen und Titel\n",
+    "ax.set_xlabel('d [m]')\n",
+    "ax.set_ylabel('r [m]')\n",
+    "ax.set_zlabel(r'v [$ms^{-1}$]')\n",
+    "plt.title(r'v [$ms^{-1}$]')\n",
+    "\n",
+    "plt.show()"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "d3dda936-f113-45ca-87bf-3bfe51644ad7",
+   "metadata": {
+    "tags": []
+   },
+   "source": [
+    "### Aufgabe 2.2: Kalibration des Motors zur Erzeugung des Luftstroms \n",
+    "\n",
+    "Bestimmen Sie einen Zusammenhang zwischen Drehzahl des Motors zur Erzeugung des Luftstrahls und $v(d, r)$. \n",
+    "\n",
+    "---"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "5e8c7325-2b83-4e99-b5e7-19a063d3c30f",
+   "metadata": {},
+   "source": [
+    "**V E R S U C H S B E S C H R E I B U N G**\n",
+    "\n",
+    "Wie bei 2.1 wurde die Geschwindigkeit ds Luftstroms bestimmt jedoch außschließlich an (r=0cm,d=15cm), es wurde dabei die Frequenz des Motors in der Turbine geändert. Dazu gilt, dass die Windgeschwindigkeit liniar mit der Frequenz zunimmt wobei aber die Luft erst ab einem gewissen Wert von f durch die Turbine beschleunigt wird. Es wird daher angenommen $v_L=a(f-b)$. \n",
+    "\n",
+    "Man erhält folgende Messwerte:\n",
+    "\n",
+    "\n",
+    "|f in Hz |$p_d$ in Pa|\n",
+    "|---|---|\n",
+    "|$605\\pm 10$|$4\\pm 4$|\n",
+    "|$796\\pm 10$|$9\\pm 4$|\n",
+    "|$1002\\pm 10$|$15\\pm 4$|\n",
+    "|$1203\\pm 10$|$22\\pm 4$|\n",
+    "|$1407\\pm 10$|$33\\pm 4$|\n",
+    "|$1602\\pm 10$|$42\\pm 4$|\n",
+    "|$1804\\pm 10$|$55\\pm 4$|\n",
+    "|$1990\\pm 10$|$68\\pm 4$|\n",
+    "|$2203\\pm 10$|$83\\pm 4$|\n",
+    "|$2401\\pm 10$|$100\\pm 4$|\n",
+    "|$2608\\pm 10$|$119\\pm 4$|\n",
+    "\n",
+    "\n",
+    "---"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "4dade491-e00f-4c1e-a4fc-aaa12895dc15",
+   "metadata": {},
+   "source": [
+    "**L Ö S U N G**\n",
+    "\n",
+    "Als Modell für die Geschwindigkeit in Abhängigkeit von der Frequenz erhalten wir:\n",
+    "\n",
+    "$v_L=(0.0056 \\pm 0.0002 \\,\\mathrm{m})\\cdot(f-(113\\pm 86 \\,\\mathrm{Hz}))$.\n",
+    "\n",
+    "---"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 10,
+   "id": "5f4434f6-d0d3-40b0-89b3-83925f5c766a",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "image/png": 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+      "text/plain": [
+       "<Figure size 1200x500 with 2 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "uncf=10\n",
+    "f=np.array([ufloat(605,uncf),ufloat(796,uncf),ufloat(1002,uncf),ufloat(1203,uncf),ufloat(1407,uncf),ufloat(1602,uncf),ufloat(1804,uncf),ufloat(1990,uncf),ufloat(2203,uncf),ufloat(2401,uncf),ufloat(2608,uncf)])\n",
+    "pd22=np.array([ufloat(34,unc),ufloat(39,unc),ufloat(45,unc),ufloat(52,unc),ufloat(63,unc),ufloat(72,unc),ufloat(85,unc),ufloat(98,unc),ufloat(113,unc),ufloat(130,unc),ufloat(149,unc)])\n",
+    "pd22f=pd22-ofset\n",
+    "vd22=(pd22f*(2/rhoLuft))**(0.5)\n",
+    "def v_L(f,a=1,b=1):\n",
+    "    return a*(f-b)\n",
+    "data = kafe2.XYContainer(x_data=[x.n for x in f],y_data=[y.n for y in vd22])\n",
+    "data.add_error(axis='y', err_val=[y.s for y in vd22])\n",
+    "data.add_error(axis='x', err_val=[x.s for x in f])\n",
+    "data.label = 'Modellierung  $v_L(f)$ '\n",
+    "fit=kafe2.XYFit(xy_data=data,model_function=v_L)\n",
+    "\n",
+    "#fit.add_parameter_constraint(name=\"rho\", value=rho2.n, uncertainty=rho2.s)\n",
+    "fit.do_fit()\n",
+    "fit.assign_model_function_latex_name(r\"v_L\")\n",
+    "kafe2.plot(fit, x_label=r\"$f\\, [Hz]$\", y_label=r'$v_L$ [m/s]')\n",
+    "a=ufloat(fit.parameter_values[0],fit.parameter_errors[0])\n",
+    "b=ufloat(fit.parameter_values[1],fit.parameter_errors[1])\n"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "470170e3-8cc0-4082-8d93-5c4ddd18dc90",
+   "metadata": {},
+   "source": [
+    "**D I S K U S S I O N**\n",
+    "\n",
+    "Wir erhalten $\\chi^2/ndf=0.017$ und $\\chi^2 prob=1$, das Modell beschreibt die Daten also sehr gut. Vielleicht wurde aber eine statistische Unsicherheit überschäzt. Insbesondere die Unsicherheit auf b ist mit ca. $\\frac{3}{4}$ sehr hoch. Diese spielt aber für hohe Frequenzen mit der wir im folgendem arbeiten werden kaum einen Unterschied, da meistens $f\\gg b$ gilt. \n",
+    "\n",
+    "---"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "feca48b4-4bfe-4fef-a577-27dc1f8fe1ac",
+   "metadata": {
+    "tags": []
+   },
+   "source": [
+    "## Aufgabe 3: Strömungswiderstand"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "81728adc-faef-411b-94e7-1f0efdcee00f",
+   "metadata": {
+    "tags": []
+   },
+   "source": [
+    "### Aufgabe 3.1: Abhängigkeit von der Stirnfläche \n",
+    "\n",
+    "Messen Sie bei konstanter Strömungsgeschwindigkeit $v_{s}$ (entsprechend $f=2600\\,\\mathrm{U/min}$) den **Strömungswiderstand $F_{W}$ von drei Kreisscheiben** mit unterschiedlichen Radien $r_{i}$ und überprüfen Sie die Abhängigkeit von $F_{W}$ von der Fläche der Kreisscheiben.\n",
+    "\n",
+    "---"
+   ]
+  },
+  {
+   "attachments": {
+    "4b21e270-884c-436f-ac4c-5715fae55ae4.png": {
+     "image/png": 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"
+    }
+   },
+   "cell_type": "markdown",
+   "id": "50bf33c4-a8fa-4dd4-92c3-52060354e928",
+   "metadata": {},
+   "source": [
+    "**V E R S U C H S B E S C H R E I B U N G**\n",
+    "\n",
+    "![Stroemungswiderstand.png](attachment:4b21e270-884c-436f-ac4c-5715fae55ae4.png)\n",
+    "Quelle: Hinweise für den Versuch Aeromechnik-Strömungswiderstand\n",
+    "\n",
+    "\n",
+    "Es wurde, wie in der Skizze gezeigt, Kreisscheiben mit dem Durchmesser $d= 0.04, 0.056$ und $ 0.08 \\,\\mathrm{m}$ in Luftstrom gehängt und die Kraft gemessen die der Luftstrom in seiner Ausbreitungsrichtung auf die Scheiben auswirkt. Indem ein, mit der Scheibe fest verbundener Wagen parallel zur Windrichtung mit einem Newtonmeter verbunden wurde. Zur Bestimmung des Offsets wurde die Kraft auf das Newtometer abgelesen die auftrat wenn keine Scheibe an den Wagen angehängt war. Dies entspricht der Kraft auf der Halterung.\n",
+    "Mit    \n",
+    "$F_{W} = c_{W}\\,\\frac{1}{2}\\,\\rho\\,v^{2}\\,A =  c_{W}\\,\\frac{1}{2}\\,\\rho\\,(a(f-b))^{2}\\,A$\n",
+    "\n",
+    "\n",
+    "wobei die Kraft auf die Halterung noch addiert werden muss, erhält mann:   \n",
+    "$F_{W} =  c_{W}\\,\\frac{1}{2}\\,\\rho\\,(a(f-b))^{2}\\,A+F_{offset}$.   \n",
+    "Beziehungsweise mit $c_{wi}=c_w/4$ :   \n",
+    "$F_{W} =  c_{wi}\\,\\frac{1}{2}\\,\\rho\\,(a(f-b))^{2}\\,4A+F_{offset}$    \n",
+    "da Kafe2 sonst die Parametereinschränkungen nicht akzeptiert. \n",
+    "\n",
+    "Gemessen wurde:\n",
+    "\n",
+    "|r in cm |$F_w$ in N|\n",
+    "|-----|--------|\n",
+    "|$2\\pm 0.01$|$0.19\\pm 0.005$|\n",
+    "|$2.8\\pm 0.01$|$0.3\\pm 0.02$|\n",
+    "|$4\\pm 0.01$|$0.5\\pm 0.05$|\n",
+    " \n",
+    "---"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "4f77d758-458b-4c34-8038-16086d368794",
+   "metadata": {},
+   "source": [
+    "**L Ö S U N G**\n",
+    "\n",
+    "Aus der Anpassung ergibt sich  $c_W(Kreisscheibe)=0.82 \\pm 0.03$\n",
+    "\n",
+    "---"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 17,
+   "id": "0f4567c0-25a1-44bb-8a68-325ceb570095",
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "0.00563+/-0.00024\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": 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/VFF27tw5Q1l8fDyA8mU4/1RZGQCcOnUKQPm+OAcPHjS57uTkhEuXLlV5T5aq7Xg9e/a0WgwA0LVrV5OygIAAAEB+fr6hrOKZPvDAAyb1Kysz16VLl/DEE0/Ax8cHv/zyC9zd3WvdV4W6PKPhw4dj3759hu9v3bqF33//HXPnzsUDDzyAP/74A+3atQNg+c/wiSeewKuvvoqOHTtiwoQJGDBgAPr27WvWUjxzRUZGmpQ1b94cAEyWG959LTs7G0FBQTbry1Lmvi4B6702Q0ND0b17d+zduxe5ubmGJOOXX34JACbL9Sz9vQRYdl/VWbRoEXbu3In//Oc/GDRokKH8ueeew6uvvmp2P3T/Y0KKiIiIyEpErQbK1Dhocq87OhSHcPf0RDN/f5PyO7duQaPRmJQ7OTnBt0mTKvtylCZNmmDkyJH46quvMGbMGCQnJ2PhwoVV1i8sLIREIkHjxo1NrjVt2hQSiQQFBQWGsoKCAkgkEvj5+VVavzK5ubkAgHfeecfS26mV2o5XVfy1dffMjgoyWfmfMHdvUF3xM6hsJk9tY7pz5w5Gjx6N0tJS7N27Fy1btqxVP9aKpzJNmjTBU089BZVKhWnTpmHVqlX47LPPAFj+M3zllVfg6+uLzZs3Y/369fjf//1fyGQyjBw5Eu+//z6Cg4PrHK9nJf9dV/w8q7tW2e8Pa/ZlKXNfl4B1X5uTJ09GbGwsdu/ejVmzZkGv1+Orr75CkyZNMGzYsErHNff3kqX3VZXExESsX78eGzZsMEpGAcDWrVvN6oMaDi7ZIyIiIrICbUk+ii4cbrDJKAB4bsECxGRlmXx9tHu3yUligiDgo2+/rbR+TFYWnqtkw117evbZZ5GXl4dp06ZBoVDgqaeeqrKup6cn9Hp9pSec3bp1C3q93ugPZC8vL+j1epOT/ADg5s3Kl3hWtC8sLIQoilV+WUttx6vqxLiKZW5ardbk2j//KK5tvHq9Hnfu3DG5VtUzrY5Go8G4ceOQkpKCrVu3ok+fPiZ1antPdT1VrzIVs67i4uIMZZb+DAVBwHPPPYfY2Fjcvn0b//73v/HYY4/hp59+wqhRo8xOSNxLbP26BKz72pwwYQJkMplh2d6hQ4dw7do1PPXUU4bE0T/HNff3krV89dVXEEXRZMYWUWWYkCIiIiKqI/WNVBRfPAq92vQYdQKGPfooNu/ZY9ibxsnJCZv//W8Mu2v/l/pm5MiRaNasGbKzszFu3Lhq/3CrWDoUHR1tcu3IkSMAjJcQde7cGQBw7Ngxk/qVlQFAr169APy9DMvWrD2et7c3gPLlUv9UsbSoLiqe6cmTJ02uVVZWk1mzZuHIkSNYsmQJnn766Urr2PqeLFExG0qv/3uZcF1+hr6+vnj00UfxzTffYNCgQUhMTERycjIAQCqVAjB/xkx9Zo+foTVfmxUzoU6ePIm0tDRDYqqy16ilv5es5fLly3BzczP5nXnr1i3Dc1ar1ZDJZEhPTwcADBkyBJs2bQJQ/rrq06ePVffEo/qLCSkiIiKiWhJ1WpQkxUKVfh7QN6z9oiw17NFHDcvzfJs0qdfJKKB8mcpPP/2Ef//73zUueXrmmWcAACtWrEDhXXtfFRYWYsWKFUZ1AOB//ud/AABvvvkmSkpKDOXZ2dn44IMPKh1jzpw5kMlkeOGFF5CZmWlyPT8/36pJEGuP17VrVwiCgK+//tro+PikpKQq79kSkyZNAgC89dZbRv3fuHHD4v7Xrl2Lzz77DOPGjcNbb71VZT1b35O59Ho9PvzwQwDGe5BZ+jPcv3+/yUwhjUZjSHZVbMhdsXeRNTYHdzR7/Ayt+doEypftiaKIrVu3Ys+ePQgLC0P37t1N6ln6e8la3N3dUVxcjMTEREPZ7du3MXLkSMPvPrlcjpCQECQkJAAo39/rwoULAMr/+2vdunW1s1Lp/sE9pIiIiIhqQacsREnSn9Crih0dCtlIjx49jE7qqkr//v3xwgsv4MMPP0THjh0xbtw4iKKIPXv2IDMzE3PnzkX//v0N9QcMGICpU6di+/btiIiIwNixY6FWq/HNN9+gd+/e+OWXX0zG6NixIzZu3IjZs2cjNDQUI0eOROvWrVFYWIjU1FQcOXIEU6ZMwebNm61y79Yez9/fH08++SS+/vprdOvWDSNGjMCtW7fw73//GyNGjMD3339fp3iHDBmCSZMmYefOnYiIiMAjjzwCtVqN3bt3o1evXvj555/NOh3vxo0bePXVVyGVShESEmL4w/1ujz76KLp06WLze6pMcnIyli9fbvj+9u3bOHz4MBITExEYGIjXX3/dcM3Sn+GTTz4JV1dX9O3bF61atYJGo8F//vMfJCQk4MknnzTsoRUWFoYWLVrg66+/hqurKwICAiAIAmbPnl3pHkT1mT1+htZ6bVZ45JFH4OnpibVr10Kj0VS5NM7S30vWMnbsWHz22WcYMmQInnnmGZSWlmLHjh1o2rSp0QmBHTp0QEJCAjw9PfHtt9+iZ8+e+Ouvv7B9+3b8+eefVo+L6icmpIiIiIgsVHb7KlRp8RD19/6SFbKODRs2IDIyEps2bcKnn34KAAgPD8eKFSswdepUk/pbtmxBu3btsGXLFnz00UcICAjAggUL8MQTT1SakAKA6dOno0uXLli/fj2OHj2Kn376CV5eXmjZsiXmz59v9dkO1h5v27ZtaNy4MXbv3o2PP/4YoaGh+PTTT9GiRQur/OH/+eefIywsDJ999hk+/PBDBAQEYN68eRg8eDB+/vlns/bLKS0tNSx7W7t2baV1goKCDEudbH1P/5SSkmKUJJPL5QgKCsKCBQvw2muvmWyUb8nPcOXKldi3bx/+/PNP/Pzzz3Bzc0ObNm3wySef4NlnnzXUk0ql2LNnDxYtWoQvv/wSRUVFAMr3N7rXElKAfX6G1nhtVlAoFBg3bhy2b98OQRAMM7AqY+nvJWsYPXo0Pv30U6xbtw7vvfceAgMDMXv2bLzyyitwc3Mz1OvQoQMOHz6MzZs3Y82aNVi2bBmmTp2KrVu33pOvI6odQbTm7odkorCwEF5eXigoKLDJpnFERERkP6JOC1X6eZTdvuroUAAAhSVKtBoy6Z55n9EnIAA3srPRzN8fMffBch+6N2zduhXTp083zBYiqi8a8mtzx44dmDx5Mr788ks89NBD8PPzw2uvvYZ3333X0aGRHXEPKSIiIiIz6FRFKL54tN4ko4jI2I0bN0xO/svOzsbbb78NqVSK0aNHOygyauj42jQVHh6OuXPn4umnn4avry8eeuihSpfI0v2NS/aIiIiIalCWkwVV6jmIetOjwYmofli1ahV+/fVX9OvXD02aNMHVq1fxyy+/oKioCMuXL0dgYKCjQ6QGiq9NU5GRkYaTAAHgt99+c2A05ChMSBERERFVQdTroMr4C2U30xwdyn1h2oIFKC4shPs9sLyQ7j0jRoxAQkICfv31V+Tl5cHFxQWdOnXCnDlzMHHiREeHRw0YX5tEleMeUjbGPaSIiIjuTbrSEiiTTkNXku/oUCqlUxWjMD8PIY/N5fsMIiIiuudwhhQRERHRP2hyr0GZchaiTuPoUEyIooiyW+kovXoRSrXe0eEQERER1QoTUkRERET/Jer1KM28CPX1FEeHUil9WSlUaeegzb8JABB1ZQ6OiIiIiKh2mJAiIiIiAqBXK1GSFAtdca6jQ6mUJvcaVGnxELV/J6Gc/Vo6MCIiIiKi2mNCioiIiBo8Td4NKFPijJI99YUoilClnoUmJ9NQJjjJoQiJhODk4cDIiIiIiGqPCSkiIiJqsERRj9LMRKivJTk6lCoJggAIEsP3Mu/mUAR3hsRJDlWJ0oGREREREdUeE1JERETUIOnLVFAmn4G2MMfRodRI0SocupJ8yJuFwMkvsDxJRURERHQPY0KKiIiIGhxNwW0ok2MhatSODsWETlkIvVoJJ+9mhjJB6gT3jlFMRBEREdF9gwkpIiIiajBEUYQ6+zJKsy45OhQToiii7EYqSjMTAEECj04DIZG7Gq4zGUVERET3EyakiIiIqEHQa9TlS/QKbjk6FBN6tQrK1DjoKpYPinqUZl+Ga0ikYwMjIiIishEmpIiIiOi+py28A2VyLPRlKkeHYqIsJwuq9HhApzWUOTdrDZfA9g6MioiIiMi2mJAiIiKi+5YoilBfTy5fBieKjg7HiF5bhtL089DcyTaUCc4ucA3pCplXYwdGRkRERGR7TEgRERHRfUmvLYMqJQ6avBuODsWEpuAWVClnIWpKDWVOvgFQBHWCIHNyYGRERERE9sGEFBEREd13tMV5UCadhl6tdHQoJkS9DqqUuL9P+JM6QRHcGc6+/o4NjIiIiMiOJI4OgIiIiMia1DdSUXzxWL1MRgGAIJFC8d/NymWejeHRaSCTUfXIu+++C0EQqv1KSUlxdJhERET3vHo9Q+r06dNYtmwZYmJiUFZWhvDwcMybNw8TJ040q310dDQGDhxY5fWYmBj07t3bqCwoKAgZGRmV1p85cyY2b95s/g0QERGR3YhaDZRp54z2ZKoPRFEEdFqjpXhOjZrCLewBSD39IAiCA6Ojfzp58iRcXV0xf/78KusEBgbaMSIiIqL7U71NSEVHR2P48OFwdnbGhAkT4OXlhT179mDSpElIT0/H4sWLze4rKioKAwYMMCkPCAiotL6XlxfmzZtnUt69e3ezxyQiIiL70ZUUoCTpNPSlxY4OxYi+tATKlDgIMme4tutplHzixuX1jyiKiImJQffu3fH22287OhwiIqL7Wr1MSGm1Wjz33HMQBAFHjx5FZGT5tPZly5ahT58+WLZsGR5//HG0bdvWrP4GDBiA5cuXmz1+o0aNLKpPREREjqO+mQ5VxnlAr3d0KAaiKEJz+ypUGRcAvQ4AoLmdAecmQY4NjKp16dIl5ObmmsygJyIiIuurl3tIHTp0CCkpKZg4caIhGQUAHh4eWLp0KbRaLbZv3+7ACImIiMjRRJ0WyuQzUKWdq1fJKL1GDWXSn/+NqzwZJZG7QqLwcGxgVKMTJ04AAHr16uXgSIiIiO5/9XKGVHR0NABg2LBhJtcqyo4cOWJ2f0lJSdiwYQOUSiVatWqFoUOHws/Pr8r6arUaX3zxBbKzs+Ht7Y0HHngAnTt3tuwmiIiIyGZ0ykIok05DpypydChGNHk3oEo9B1GrNpQ5NW4FRatwCFKnalpSfXDy5EkATEgRERHZQ71MSCUlJQFApUvyvL294efnZ6hjjl27dmHXrl2G7xUKBVasWIGXX3650vo3btzAlClTjMpGjBiBL7/8stpEFhEREdle2e1MqNLiIeq1jg7FQNRpocr4C5rbfx+MIsicoQjuAief5g6MzDoK4/aj8Oz+Gus5N26FJmNeNCq79dMHKLtd+YExd/OMHA7PrsMN3+vLVLj25RKL29VFxQypyvYZ/Z//+R988cUXVhmHiIiI6mlCqqCgAED55uKV8fT0RFZWVo39NG7cGGvXrsXo0aPRsmVL5Ofn4/Dhw1i0aBFeeeUVeHp6YubMmUZtnn32WURFRSE8PBxyuRwJCQlYsWIF9u7dizFjxuDEiRPVnoajVquhVv/9qWhhYaE5t0xEREQ1EPU6qNLPo+xWzckNe9JrylBy8Qj0aqWhTNaoKRQhXSBxcnFgZNajL1NBV5xXYz2du49pmarIrLb6MpVxgYjataulnJwcXLlyBd26dcOQIUNMro8aNarSdqNHj8a2bdvQtGlTq8RBRETUUNTLhJS1hIeHIzw83PC9q6srJk2ahM6dO6Nbt25YtmwZpk+fDonk76203njjDaM+evXqhV9++QVRUVE4fvw4fvvttyrfkADAypUrsWLFCuvfDBERUQOmKy2G8spp6JQFjg7FhMTJGVJ37/KElEQKRauOcGrcCoIg4MuvfkRJiQpubgpMfuoRR4daaxJnBaTu3jXWk1ayT5ZU4WFWW4mzwrhAQO3a1VLFcr0ZM2ZgxowZZrXZsmULfv31V5w/fx5Dhw61ShxEREQNRb1MSFXMjKqYKfVPhYWFVc6eMkfHjh3Rq1cvHDt2DMnJyWjXrl219SUSCaZOnYrjx4/jxIkT1SakXnvtNSxYsMAo1sDAwFrHSkRE1NCV3cmGKvUsRF39WaL3T4qgThD1eri07ACpi7uhfMdXP+PW7Tto0tj3nk5IeXat/bK4fy7hM5fEWYGAaetr1bY2Kpbr9e3b16z6qampWLVqFXr27In4+HgmpIiIiCxUL0/Zq9g7qrJ9ovLy8pCTk1Pp/lKWqNgLSqlU1lDTsvpyuRyenp5GX0RERGQ5Ua+HKv08lEmn600yShRFqG+kQpN7zahckDnDrV1Po2QU3VtOnjwJb29vtG/fvsa6er0ezzzzDD744ANERUXh/PnzdoiQiIjo/lIvE1JRUVEAgAMHDphcqyirqFMbWq0WcXFxEAQBLVu2NKvNH3/8AQAICgqq9bhERERkHr1aieKEY1DfSHV0KAb6MhWUl2NQmnEBqrRzVtu7iByvrKwMsbGxeOCBB6rdK7TCmjVrEBERgdGjR6Njx46Ij4+3Q5RERET3l3qZkBo8eDBCQkKwa9cunDt3zlBeVFSEt956CzKZzOgUvJycHFy6dAk5OTlG/cTExEAURaMyrVaLl19+GRkZGRg+fDh8fP7efDMhIQH5+fkm8Rw/fhzr16+HXC7HY489ZpV7JCIiospp8q6j6MJhsza0thfNnWwUnz8MbcFtAICo1UCbf9PBUZG1xMXFobS01KzlevHx8Vi2bBl2796NZs2aYd68eUhMTIRGo7FDpERERPePermHlEwmw9atWzF8+HD069cPTz31FDw9PbFnzx6kpaXh7bffNtr36aOPPsKKFSuwbNkyLF++3FD+1FNPQRAEPPDAA/D390d+fj6OHj2Ky5cvo2XLlti8ebPRuLt378aaNWswePBgBAUFQS6X46+//sKBAwcgkUiwefNms2dUERERkWVEUY/Sq4lQXzddsu8oolYDVfp5aO78fbqv4OQCRUgknBo1cWBkZE0V+0c9+OCD1dZTq9WYPHkyvv/+e3Tv3h1A+XYOrVu3RmJiIjp16mTzWImIiO4X9TIhBQADBw7E8ePHDZ9AlZWVITw8HG+99RYmTZpkVh+zZ8/Gvn37EB0djZycHMhkMrRp0wZLlizBSy+9BG9v45NbBg4ciMTERMTFxeHIkSMoLS1F06ZN8eSTT2L+/Pno2bOnLW6ViIiowdOrVVAmn4a2KNfRoRhoC25DmXoW4l1L85x8WsAluDMkMmcHRkbW9tJLL+Gll16qsd7rr79uWKp3t+bNmyM+Pp4JKSIiIgsI4j/XtJFVVZwIWFBQwA3OiYiIKqHJvwVlyhmIGrWjQwEAiHodSjMTUXYj5e9CqQyKoE5w8g0wa4+hCsPHPGc4ZW//T1utHmthiRKthkzi+ww7OHbsGB555BEkJCSgWbNmRtcGDhyIbt26Yd26dQ6KjoiI6N5Tb2dIERER0f1NFEWosy6hNPuyo0MxImo10ORcNXwv9fCDa+tISOSuDoyKHK1fv37Iza18Bt/hw4ftHA0REdG9jwkpIiIisjt9WSmUybHQFubUXNnOJM4uUAR3gTL5DFwC28O5WWuLZkURERERUc2YkCIiIiK70hbmQJkcC31ZqaNDAQDo1UpAKjPaF8rJpwU8OntDIlc4MDIiIiKi+xcTUkRERGQXoihCfS0JpVmJQD3YwlIURWhyMqFKvwCnRk2gaNPdaCbUvZCMkji5ODoEIiIiolphQoqIiIhsTq9RQ5kSB23+TUeHAqA8HlVaPLR51wEAmtxrcMq9BidffwdHZj7npsHw8ApwdBhEREREtcKEFBEREdmUtugOlEmx0JepHB0KAECTfxOq1LNGp/o5+QVC5tXEgVGZT6rwhCKkM2QevigsLHR0OERERES1woQUERER2Yz6ejJUVxMAUe/oUCDqtCi9ehFlt9INZYLMGYrgznDyaeG4wMwlkcDFPxTy5m0hSCSOjoaIiIioTpiQIiIiIqsTtRooU+Kg+e+SOEfTFudBlXIG+tISQ5nMqwkUIZGQONf/fZhknn5QBHeBVOHu6FCIiIiIrIIJKSIiIrIqbUk+lFf+LD+9rh7QlRSg5OIxAP/dSF0ihUvLcDg3CTLaxLw+EmRO5bE2blXvYyUiIiKyBBNSREREZDXqG6lQXf0L0Dt+iV4FiasnZI2aQpt/A1K3RlC07nZPzDRy8vWHolXEPTGDi4iIiMhSTEgRERFRnYk6LZSp56C5k+XoUCCKotFsIkEQoAjpgrLbGZA3a1Pv91+SOCvK97XybuboUIiIiIhshgkpIiIiqhOdshAlSX9Cryp2dCjQl5VClXYOzk2D4dSoqaFc4iSHS4t2DozMPPJmreES2B6ClG/RiIiI6P7GdztERERUa2W3MqBKPw9Rr3N0KNDkXoMqLR6itgy6knxIIwZC4iR3dFhmkbp6QRHSBTJ3b0eHQkRERGQXTEgRERGRxUSdFqr08yi7fdXRoUDUaqC6+hc0/4hFr1bW+4SUIJFC7h8KeYs2EIT6vZSQiIiIyJr4zoeIiIgsolMVofivo/UiGaUtvIOiv6KNklEy7+ZwjxhY72cbybwaw73TQLj4t2Myqh559913IQhCtV8pKSkOiy8zM9NhYxMREVkTZ0gRERGR2cpyMqFKjYeo1zo0DlGvhzrrEtTXk/4ulMigCIqAk1+g0abm9Y0gc4aiVUc4N27p6FDMln/qB0eHUKVGvR+1an8nT56Eq6sr5s+fX2WdwMBAq45pjosXL+KNN97A2bNnkZqaavfxiYiIrI0JKSIiIqqRqNdBlX4BZbfSHR0KdKpiKJNPQ68sNJRJPXzhGhIJiYubAyOrmbNfAFxaRdT7pYQNlSiKiImJQffu3fH22287OhyD2bNn49NPP4VMJkPz5s0dHQ4REZFVcH44ERERVUtXWoLii0frRTIKAASJBPpS5X+/EeAS2AFu7R+s38koQYBbWB+4tunOZFQ9dunSJeTm5qJ37952G/PgwYPIy8urts6dO3ewd+9ePPXUU3aKioiIyPaYkCIiIqIqaXKvofhCNHQlBY4OxUAid4UiKAIShQfcw6Mgb9G2Xi/RAwCJkxxOjZo6OgyqwYkTJwAAvXr1stuYQ4cORXx8fLV1du/ejWHDhtkpIiIiIvtgQoqIiIhMiHo9VBkXUHLlT4g6jePiEEVo7lwzicHJLxDuHQdA6ubloMhqJnXzgsDZUPeUkydPArBvQsrabt68iYULF6J169aQSqUmG7LLZDIUFxc7OkwiIiLuIUVERETG9GolSpJOQ1dc/TIim8ehLUNp2nlocrPh1LglXEMiDdcEQQDq6awoQSKFPCAM8uat6/3MLTJWMUMqICDA5Nr//M//4IsvvrB3SBaJiYnBmDFj0Lp1a/zrX//Cr7/+ikOHDiEsLAwvvfQSAMDDwwPu7u4OjpSIiIgJKSIiIrqLJu8GlClnIGodNysKADQFt6BKOQtRU1r+/e2r0DYJgszd26Fx1UTWqAlcg7tAInd1dChkoZycHFy5cgXdunXDkCFDTK6PGjWq0najR4/Gtm3b0LRp9UsyRVFESUlJpddUKpXJrCUXFxfIZOa/Vb916xYeeeQRjBo1Ctu3b4cgCHjxxRcxbtw4/Pjjj2jdujUGDhxodn9ERES2xoQUERERQRT1KM1MhPpakmPj0OtQejUBZTf/PtZekDrBJbhzvU5GCU5yKFp1hLNfoKNDoVqqWK43Y8YMzJgxw6w2W7Zswa+//orz589j6NCh1dbNyMhAcHBwpddGjhxpUrZ9+3ZMmTLFrDgAYPXq1dDpdHj//fcNM/OkUilWr16NH3/8Efv372dCioiI6hUmpIiIiBo4fZkKyuQz0BbmODQOXUk+lMlnoC/9e6aIzLMxFK0jIXFWODCy6jk3bgmXVh0hkTk7OhSqg4rlen379jWrfmpqKlatWoWePXsiPj6+xoRU8+bNcezYMZPyfv36YcOGDYiMjDQqb9eunZmRl9u1axdGjBiBRo0amYwLAHI59zMjIqL6hQkpIiKiBkxTcAvK5DMQNWqHxSCKeqivJUGdfRkQxfJCQQKXluFwbhpcb/dhkri4QRHcBU5ejR0dClnByZMn4e3tjfbt29dYV6/X45lnnsEHH3yAo0eP4vz58zW2kcvlVSa7IiIizE6EVSYnJwc3btxAUFCQybWYmBgAqDFhRkREZG9MSBERETVAoihCnX0ZpVmXHB0KNHeuQX1XHBJXL7i26QapwsOBUVVDECBv3hYuAaEQJFJHR0NWUFZWhtjYWAwePNisBOiaNWsQERGB0aNHIzc3F/v377dDlFVzc3ODRCLBxYsXjcpLS0uxaNEiREVF1SnhRUREZAtMSBERETUweo0ayuRYaAtuOzoUAICTr3/5puWFtyFv0Q5y/1AIEomjw6qU1N0brsFdIHXzcnQoZEVxcXEoLS01K2kTHx+PZcuWwcPDA3v27EFZWRmKi4uh0Wjg5ORk8dhSqbTOswAVCgUGDx6Mn376CcuWLcOIESOQnZ2N1atX486dO/jxxx/r1D8REZEtMCFFRETUgGgLc6BMjoW+rNRhMYh6ndHMIkEQoAiJhL5MBZmHj8Piqo4gkcGlZXs4Nw2pt0sIqfYq9o968MEHq62nVqsxefJkfP/99+jevTsAQKlUonXr1khMTESnTp2qbKvX61FYWGhSnpNTvndbfn6+Ubmrqyucnc3fl2zbtm2YPHky3nzzTbz55ptwcXHB+PHj8dNPPxn2kSIiIqpPBFGs2KyBbKGwsBBeXl4oKCiAp6eno8MhIqIGShRFqK8loTQr8e99mhxAk3cDqrRzcG3dDbJ7ZO8lp0ZNoQjuDInc1eK2fQICcCM7G838/RGTlWX12Pg+w75efvllXLt2DTt37jQqb9GiBVavXo3JkydX2TY9Pb3KU/YqY+kpexXu3LmDO3fuIDAwEApF/T0MgIiIiDOkiIiI7nN6bRlUyWegyb/psBhEnRaqjL+guZ0BAFCmnoVHxEAIMsuXONmL4CSHIqgTnH39HR0K1QPHjh3Dtm3bkJCQYHItNDQU8fHx1SakqjplryqWnrJXwdfXF76+vrVqS0REZE9MSBEREd3HtEW5UCadhr5M5dAYVClnoFcrDWVSVy+Ioh71dfGbc5MgKFqG1+uEGdlXv379kJubW+m1w4cP19i+ulP2iIiIGiImpIiIiO5T6uspUF29CIh6h4wv6vVQZ1+G+tqVvwslUihaRcCpcct6uReTROEO1+AukHn6OToUIiIiovta/TzC5r9Onz6NkSNHwtvbG25ubujZsyd27dpldvvo6GgIglDl16lTp2wyLhERkSOJWg1KrvwBVcYFhyWjdKoiFF88apSMkrp7wz1iIJybtKp/yShBAhf/UHhEDGQyioiIiMgO6u0MqejoaAwfPhzOzs6YMGECvLy8sGfPHkyaNAnp6elYvHix2X1FRUVhwIABJuUBAQE2HZeIiMjetCX55Uv0SkscFoPmzjUoU878nQwTBMj9QyFv0RaCUP8+C5N5+EAR3AVSV24KTkRERGQv9fKUPa1Wi7CwMGRlZSEmJgaRkZEAgKKiIvTp0weXL19GQkIC2rZtW20/0dHRGDhwIJYtW4bly5fbbdy78fQbIiKyF/XNtPJZUXrHzIqqoFMVo/ivaECvg8TFHa5tukHq1sihMVVGkMrgEtgBzk2DbTZji6fsEREREVWu/n1MCeDQoUNISUnBxIkTDUkhAPDw8MDSpUuh1Wqxffv2+2ZcIiKiuhB1WiiTY6FKi3d4MgoApAp3uLTsCOemwXDvGFUvk1FOPs3h0Xkw5M1CbJaMOvDDD7hz6xYA4M6tWzjwww82GYeIiIjoXlQvl+xFR0cDAIYNG2ZyraLsyJEjZveXlJSEDRs2QKlUolWrVhg6dCj8/Ez3h7D2uERERLamUxaiJOlP6FXFDhlf1GpQeu0KXALCIEikhnJ50yCHxFMTibMLFEGd4OTTwqbjHPjhB8wcO9bwvUajwazHHsPmPXsw7NFHbTo2ERER0b2gXiakkpKSAKDSpXHe3t7w8/Mz1DHHrl27jDYlVygUWLFiBV5++WWrj6tWq6FWqw3fFxYWmh0nERGRJcpuX4UqLR6iXueQ8bUFt6FMPQuxTAXodVAEdXJIHOZybhoMRWAHCDInm46zdf16rHn1VZNyURSx4sUXmZAiIiIiQj1dsldQUAAA8PLyqvS6p6enoU51GjdujLVr1yIxMRElJSXIzs7Gjh074OPjg1deeQWffPKJ1cdduXIlvLy8DF+BgYE1xklERGQJUaeFMiUOypQ4hySjRL0Oqoy/UHLpZHkyCkBZThb0GnUNLR1DqvCAe3g/uAZ3tnkyCgCKCwuh0WgqvXb7+nWbj09ERER0L6iXM6SsJTw8HOHh4YbvXV1dMWnSJHTu3BndunXDsmXLMH36dEgk1svLvfbaa1iwYIHh+8LCQialiIjIanSqYiiT/oRO6ZgZuLqSAihTzkCvKjKUST394BoSCYmT3CExVUkigUuLdpC3aAfBiv/W18Td0xNOTk6VJqUaN29utziIiIiI6rN6mZCqmKFU1WykihNlaqtjx47o1asXjh07huTkZLRr185q48rlcsjl9ewNORER3RfKcrKgSjsHUae1+9iiKKLsejJKsxKBigN6BQlcAtvDuVlrm20MXlsyD18oQrpAqvCw+9jPLViAliEhmPXYY7j7MGNBELBswwa7x0NERERUH9XLJXsVezhVtl9TXl4ecnJyKt3nyRIVm5orlUq7jktERGQpUa+HMi0eyuRYhySj9GolShJPoDQzwZCMkrh6wr1jFOTN29SrZJQgdYIipAvcOvR1SDKqwrBHH8XmPXvg5FS+RNDJyQmb//1vDHvkEYfFRERERFSf1MuEVFRUFADgwIEDJtcqyirq1IZWq0VcXBwEQUDLli3tNi4REZGldKUlKL54FGU30xwWg+ZONnRFdwzfOzdvA/fw/pC6ejospso4+frDo/NgyJsE1Ysk2bBHH4VvkyYAAN8mTZiMIiIiIrpLvUxIDR48GCEhIdi1axfOnTtnKC8qKsJbb70FmUyGKVOmGMpzcnJw6dIl5OTkGPUTExNjNFUeKE9Gvfzyy8jIyMDw4cPh4+NT63GJiIhsSZN7HcUXoqEryXdoHM7N20Dq7gPBWQG39g9C0TIcgkTq0JjuJnFWwC20N9za9oDE2cXR4RARERGRGeplQkomk2Hr1q3Q6/Xo168fZsyYgYULF6Jz5864ePEili9fbtj3CQA++ugjtG/fHh999JFRP0899RRCQkIwadIkvPLKK5gxYwY6duyI999/Hy1btsTmzZvrNC4REZEtiHo9VBkXUHLlD4i6yk9rsyVdaYnR94IgwLVtd3hEDITM08/u8VRH3iwEHp0Hw8m7maNDITJSWFjzwQNarRZdunTB7du37RCRefR6PVatWoWAgAB4e3tj3rx5VZ4a2RDcuXMHn332mcmH3Pe64uJiR4dARFQ/E1IAMHDgQBw/fhx9+/bF7t27sXHjRvj6+mLHjh1YsmSJWX3Mnj0bQUFBiI6OxgcffICdO3dCLpdjyZIlOHfuHFq1amWTcYmIiGpLr1aiOOE41NdT7D62qNNClRaP4vjfoS3KNbomcVZAkDnZPaaqSP+7h5UiqBMEab08o4UasI0bN2Lv3r011lu3bh3i4+ORkJBgh6jMs3TpUrz55puYNGkS+vTpg++//x5qtdrRYZmwV4Jo8uTJeO+99+rFMmBrys/Px/Lly5mYIiKHEsT7Ld1fz1SczFdQUABPz/q11wYREdUvmrwbUKbEQdSW2X1sbXEuVClx0P93dpRE7gb3iAH1L9kjkcDFPwzyFm0gCPX2czWDPgEBuJGdjWb+/ojJyrJ6/3yfUf8sXLgQ7dq1w4wZM6qtl5KSgoiICKhUKnz88ceYM2eOnSKsWnZ2NoKDg7FhwwbMmjULoigiMzPTaM9VR/vll1/w1ltv4dy5c5DL5fjll1/Qv39/m4yl0+ng7e2NSZMmYdOmTTYZw9ZeeuklpKen4/vvvze5dvPmTcycORO7du2Cq6urA6Ijooau/r+TIyIius+Joh6qqwkouXzK7skoUa9HadYllFw8bkhGQSKFc/PWQD3aJwoAZF6N4dFpEFz8290TyShqeD755BNkZmbWmIwCgFmzZkEmK0/4Xrx40dahmWXnzp0AgEmTJgGAyQFAjnb+/HlMmDABkyZNwqFDh/D8888bTs62hTNnzqCoqAj9+vWz2Ri2NmTIEDz66KOVXmvatCleeOEFzJ07175BERH9Vz372JOIiKhh0ZepoEw+A21hTs2VrUynKoYq5YzRpulSt0ZQtO4GqcLd7vFURZA5QdEqAs6N688fxkT/dPv2bSxcuBCxsbE11v3iiy9w8OBBfPbZZ3j++efrTUJq//796Nq1Kzw8PBwdSqXOnj2Lbt26GRIoDz74oE3Hi46OBoB7OiH10EMPVXt98ODBeO211/Dbb79h5MiRdoqKiKgcP14kIiJyEE3BbRRdiLZ7MkoURahvpqH4r7tP8BMg9w+FW4d+9SoZ5eQbAI/OQ5iMIptLSUmBIAh4/fXXjcrPnDkDmUyGtWvXVtt+06ZN8Pf3R2hoaLX1cnJy8NJLL+HBBx/ElClT0KZNG5OE1IEDB+Dp6Yn/+7//Myv2kydPYvjw4fD09ESLFi3w+uuvQ6fTmdUWABYsWABBEHDo0CH88ccfEAQBDzzwgFltlUolFi9ejDZt2kChUCA0NBR79uwxe2yVSoUFCxagSZMmcHd3x2OPPYarV68arl+8eBFSqRSCIGDKlCk4evQoBEGAIAjw9vY22ktKr9fjo48+Qo8ePdCoUSN4eHhg8ODB6NatG86ePWt2TBWio6PRokUL/Pjjj+jUqRPc3NzQuXNn7Nu3z+w+9uzZg8jISDg7O0Mul6Ndu3aGmWjmmjVrluGePTw8DJvMDxo0yFAeFhZmqJ+YmAiZTGa41rVr12r7Hz16NN59912LYiIisgYmpIiIiOxMFMXyZXKJJyBq7L9ZcOnViyhNPw/oy/9glbi4wS28L1wCwiBI6sdbA4ncFW5hfeDWtjskTnJHh0MNQEhICNzc3Iw2GNdoNHj22WfRs2dPvPTSS9W2/+GHH9C5c+cax5k/fz7y8/OxceNGCIKAtm3bIicnB7du3TLUycnJQVFRETIzM2vsb+fOnejfvz98fHywfPly+Pv745133sEHH3xQY9sK/fv3N+xhNWvWLLz33nt48803a2xXVlaGqKgobN68GY888gheeeUV3LlzB5MnT4ZWq62xvSiKGD9+PH766SesXLkS27dvR3FxMfr27YucnPJEfWhoKKKjo3H48GEsWrQInTt3xuHDh3H48GEcPHjQaLPxjRs3YsmSJRg3bhx27tyJr776CgEBAYiLi0NBQYHZzwMo3z/q+PHjuHbtGj7++GOMGzcO06dPR3JyMh577DGzfjZbtmzBk08+icGDB+Pf//43fv31V0RFReG3336zKJYlS5bg4YcfxuLFi3Ho0CE4OZUfMLFp0ybs3r0bLVu2xLfffmuo37ZtW8Mzeu+995Cbm1tV1wCALl264MSJE2bdExGRNXHJHhERkR3pNeryJXoFt2qubCPOjVui7GYaIOrh3CQILi3D68/m5YIAebMQuAS0rz8xUYMgCALat2+PxMREQ9nKlSuRlJSEc+fOQfLfZG1QUBA++OADPPLII4Z6Go0GFy5cwIABA6od4z//+Q927NiBefPmoVOnTgCAdu3aAQASEhLQpEkTAMDEiRPRr18/BAQEVNvfxYsXMW3aNLz77rt45ZVXAADTpk1Dq1at8M0332DBggVm3fujjz6KlJTykz1XrFhhiKMmhw4dQkZGBv7880+0adMGAFBQUICNGzeadQrenj17EBsbi4SEBPj6+gIAxo0bhxEjRuDNN9/Ehg0bIJPJDEvm0tPTcerUqSqf8+XLl/H000/j1VdfNZSNHj0a+/btMyRxzFWxf9To0aPx3XffQS4vT4yHhoZizpw5OHHiBCZMmFBl+9u3b2PevHnYsWMHnnzySUP5kCFDLIoDAAIDAzFgwADk5+ejR48ehvLQ0FBkZWWhS5cuiIiIMJTf/czMUfE6i4mJQWBgoMXxERHVFt/pERER2Ym28A6UybHQl6kcGofU1ROKoAgIzgo4NWrq0FjuJnXzgiIkEjK3Ro4OhRqo8PBw7Ny5ExqNBleuXME777yDVatWGZJGGRkZyMzMNDnV7c6dO9BqtXBzc6uyb5VKhVmzZgEon31TsTSwYinZxYsXjRIt5iQGFi9ejLZt2+Lll182lHl5eSEsLAx5eXnm3fR/HT16FGFhYWYnowBgxIgRSEtLg0Qiwa+//oro6Gh8++236N69u1kJoB9//BHTpk0zJKMAQCKRYOHChZg+fTo2bNhg0T3MmDEDw4YNQ2lpKQYMGICIiAiEh4cjLi4OzZs3t6iviv2jPv74Y0MyCoAhkXj3zKzK/Prrr2jTpo1RMqouOnbsiM2bNwMALl26hJiYGEydOhUXLlxAx44d69S3u3v5Mu2MjIw6x0lEZAkmpIiIiGxMFEWoryWhNCsRMGPWgDVpC+9AfSMZrm26Q7jr1DznJkF2jaM6gkQKeUAY5M1b8/Q8cqiOHTtCq9UiMTER06dPR8+ePfHiiy8arkdHR6NTp07w9vY2amfObKBly5YhNTUVAPDhhx+aXLd0Y/ObN2/il19+wbp160ySIzdu3ECXLl3M7ksURRw/fhyPP/64RTHk5eXhrbfewrZt2+Dr64v27dvj2rVreOaZZ8xqf/36dfTu3duk3N/fH9evX7coFgCIiIjA+fPnsWfPHhw8eBDr169Heno6Jk2ahNWrV1ebMPyn6OhotGvXzuSUwYqZZJGRkdW2v3btmiGRaQ0dO3bEX3/9BQBYtGgRfvrpJ0PZ4MGD69R3xWmPFXtTERHZC9/1ERER2ZBeWwbl5VMozUywazJK1OtQevUiShKPQ5t3A+qsy3Yb2xIyryZw7zQILi3aMhlFDhceHg4AeP755/HXX39h+/bthqV6QHmSorLlYr6+vpBKpSgpKam033PnzuG9997D2LFjIYqi0dft27cBWJ6Q+uWXX6DX6/Hwww8blZ86dQoZGRl4+umnze7rwoULyM3NNZn5VZ2MjAxERkYiIyMDJ06cQGpqKmbOnAkANS5drNC0aVOjJZIVEhMTLZqpVWHjxo04cOAAZs6ciS+++AJnz55FSkoKrl+/jnnz5pndj06nw4kTJ0yW1+n1emzatAn9+/evMdnUrFkzo/3I7mbp7DUAaNGiBfLz81FYWIhDhw6hdevW2LdvHxISEuo8Q0qlKp+1e/dMNSIie+A7PyIiIhvRFueh+EI0NPk37TquTlmI4otHob6ebBSLKOrtGkd1BCc5XFt3g3v7ByB1MX/WApEtVfxhf+zYMaxatcqwL1KFI0eOVJpscXZ2RseOHXHt2jWTazqdDtOnT4erq2ulM6P8/Pzg5+dnkpCq6ZS833//Hd7e3kYxFhQUYMaMGRgyZAjGjRtndl9Hjx4FAJOEVHXt5s2bBy8vL3z33XeGe1+1ahWcnJzw4IMPmtXHww8/jM8//9xoM+2ysjKsXr3aJNFmjj///BMrVqxAaWmpoczHxwdPPvkkTpw4Yfa9nTlzBoWFhUYzj0pLSzFlyhQkJCRg06ZNNfYzcuRIpKammvzMY2Nj0aZNG7Nm1f1TWFgYtm7dCkEQ8Oyzz+LgwYNISkqq8WTHmlRsqF/XxBYRkaWYkCIiIrIB9Y0UFF88Br1aabcxRVGE+noKiv86Ar2ysLxQEOAS2AFu7R+oNzOQnP0C4dFpEJwbc/Ncql8CAwPh5eWFAQMG4Pnnnze6lpmZiYyMjCpnEY0ZMwYXLlwwKd+wYQNiY2OxcuVK+Pv7V9q2ffv2uHPnDm7eLE9e//bbb3B1dcXQoUOrPK3u8OHDyMvLw6JFi3DmzBl89dVX6N27N5ydnfHNN98YlvGNGDECHh4e+Omnn6q87yNHjiAkJMRoE/Wa2p05cwYZGRlYvnw5pk+fjtDQUMTExKBbt26GpXE19fH444+jd+/e6NOnDzZt2oSdO3di0KBByM7OxvLlyw31YmJiEB0djUuXLiE/Px/R0dGIjo6udKZRUlISBg0ahJ07d+KXX37B+vXrMW/ePAwcONDse6tI0C1ZsgRvvPEGFi5ciHbt2mHv3r347bff0KFDhxr7adasGdauXYu5c+diwoQJ2LlzJ3bt2oWnnnoKc+fOrXEPqsp07NgRGzZsQP/+/TFixAjExMSgSZMmcHZ2NqqnVCpx5MgRREdH49y5cygtLTU8s8pO0ktMTISvry969eplcUxERHVRP96ZEhER3SdErQYlV/6EKv0CYMcZSXq1CiWXTqL06l+GcSUKD7iHR0Heom2t/vixNomLG9zaPwDXNt0gcZLX3IDIAXr27InPPvvM5L+ZqvaPqjBz5kykpKTg6tWrhrKrV69i6dKl6N27t2FD88q0b98ewN/L9ipm+Bw8eBDx8fEm9S9duoQbN26gV69eWLduHbp3745p06Zh+PDhOHLkCHx8fAx1NRoNVCoVPv300yrHP3bsmEmiraZ2s2bNgl6vx/r165GWloZdu3ZBIpGgbdu2ZvchkUjwww8/4LHHHsMbb7yBGTNmwMfHB8ePH0fTpuUHLuTn52PAgAEYOHAgVq9ejfj4eAwcOBADBw7Ezp07jfrz9vbG+vXrER4ejldeeQVPPvkktm3bhueffx7r1683O65JkyZh4sSJyMnJwapVq/DDDz/giSeeQEJCgtHsr5r6ef755/H111/j0qVLmDZtGl5//XXMmDEDb7zxRqX1a/Lggw8iMzMT48ePR2RkJIKDgys9Te/gwYOGZzZ//nzcvHnT8MxWrFhRaf3Zs2cb9pIiIrIXQazNfFEyW2FhIby8vFBQUABPT09Hh0NERDakKylASdKf0JdWvo+MrZTlZEGVHg/o/p5J4dysNVwC2xttZO4wggB58zZw8Q+FIG1Yf/D0CQjAjexsNPP3R0xWltX75/sM+5k2bRo8PT3x3nvvVVln7dq1yM7Oxvvvv2+VMSdOnIj//d//NTkhbvPmzZg9ezZSU1Ph4eGBa9euoXXr1lVu2n379m289dZbFp9aV9t21u7DFqwVV329P3OlpKTgoYceQlxcnOG0PSIie+EMKSIiIitQ30xD0cUjdk9GAYBeVWRIRgnOCriFPQBFq471IhkldfeGR8cBULQMb3DJKLq/HDlyBO+//z4EQTD6unuPoIULFyIlJQXHjh2r83gnT55EmzZtTJJRQPlyvZYtWyI4OBh+fn7o1KlTlckovV6PNWvWYOHChRaNX9t21u7DFqwVlzX6kclkNX6NGjWqTnFWpaysDC+88AK+/fZbJqOIyCE4Q8rG+MklEdH9TdRpoUo7h7Ic689+MTsGvR4lCUchcfGAIqgTBJmTw2KpIEhkcAlsD+dmIfViuaCjcIZUw6NSqbBkyRJMnjwZkZGRte5jx44deO6550z++9Hr9WjevDlGjRqFzz77rMa+fv/9d/j7+yMsLMyiGGrbztp92IK14qqv92cOtVqNRYsWYerUqejcubOjwyGiBooJKRvjG0UiovuXTllYvkRPVWy3MUW9DrqiO5B5GR+JLuo0EKSOT0QBgKxRU7gGd4ZE7uroUByOCamG68yZM+jWrZvV+/3tt98watQo/P777xg0aJDV+6eGITU1FT4+PmjUqJGjQyGiBoxz54mIiGqh7PZVqNLiIeqrP07dmnQl+VAmn4FeXQL38ChI3bwM1+pDMkpwkkPRKgLOfgE1Vya6z9kiGQUA4eHhOHv2LLp06WKT/qlhCAkJcXQIRERMSBEREVlC1GmhSj+PsttXa65srTFFPdTXkqDOvgz8d2KzKu0c3ML715vlcM6NW8KlVUdIZM41VyaiWmvVqhVatWrl6DCIiIjqjAkpIiIiM+lUxVAm/QmdstB+Y5aWQJUSB11xrqFM4uoFReuu9SIZJXFxh2tIF8g8/RwdChERERHdQ5iQIiIiMkNZThZUaecg/vc0O1sTRRGa21ehyrgA3LUsUN6iHeT+oRAkDj4oV5BA3rwNXAJC68VpfkRERER0b2FCioiIqBqiXgdVxl8ou5lmtzH1GjVUqeegzb9hKJPIXaFo3Q0yDx+7xVEVqbs3XIO7GO1hRURERERkCSakiIiIqqArLYEy6TR0Jfl2HVeZdBq6ojuG750at4KiVUcIUsf+sy1IZXAJbA/npiH1YrkgEREREd27mJAiIiKqhCb3OpQpcRB1GruP7dIyHCUXj0GQOUMR0gVO3s3sHsM/OXk3gyKoMyRyhaNDISIiIqL7ABNSREREdxH1epRmXoT6eor9xhT1EIS/94SSuXvDtU03SD39IHGS2y2OykicXeDSKgLOvv4OjYOI7CMzMxOBgYGODuO+xedLRPQ3B++ISkREVH/o1SoUJxy3WzKqPPmViJKEExBFvdE1J19/hyejnJsEwaPTYCajiBqAixcvYty4cYiKirKo3ZkzZzBkyBAoFAr4+Phg4sSJyM7ONqmXlJSEsWPHws/PD35+fpg9ezaKi4ur7Dc5ORleXl6Ijo629FYsYmlctW1b0/OtSxxERPcqzpAiIiICoMm7Ub5ET1tml/F0qiIok89ArywAAKivJcHFP9QuY9dEonCHa3AXyDz9HB0KEdnB7Nmz8emnn0Imk6F58+Zmtzt//jz69euH9u3b4+2338bNmzexadMmxMTE4Ny5c/DyKj/4IDk5Gb1794avry8WLVqE/Px8bNiwARcvXsShQ4cgkxn/SVJaWorHH38chYWFVr3Pf7I0rtq2ren51iUOIqJ7GX+7ERFRgyaKepRmXoL62hU7jSei7GYaSq9eBCpmRQmC0ZI9hxEkcGnRFnL/dhAkUkdHQ0R2cufOHezduxe7du2yaEbS1KlTERERgePHj8PJyQkA8NBDD2HQoEHYunUrXnrpJQDACy+8ALlcjlOnTsHHp/yk0P79+2PEiBHYtm0bZs6cadTv3Llzce7cuVrdy8GDB9GtWzd4e3vXWNfSuGrbtqbnW5c4iIjuZfXg3S8REZFj6MtUKEk8abdklL5MBeWlGJRmXDAkoyQu7nAP7w95i7Z2iaEqMg8feEQMgEtgeyajiBqY3bt3Y9iwYRa1yczMRHx8PF577TVDMgoABg4ciEaNGuHKlSuGevv27cNzzz1nSLYAwPDhw9G1a1d88sknRv3u2LEDW7ZswfTp02t1L0OHDkV8fLxZ8VsSV13aVvd86xIHEdG9jjOkiIioQdIU3IYyORaiRm2X8cruZKM0Ld7o1D7npiFwadnBoQkgQeoEl5Yd4NwkCIIgOCwOoobi5MmTWLFiBWJiYuDu7o5nn30WK1asgFRa8++B5cuXWzTWvHnz0KhRo9oFWoPAwEDk5eVBLjfe666kpASlpaWGpWmnTp0CAIwZM8akj/Hjx2Px4sUoLCyEp6cnEhMTMWvWLMyaNQtPPvkktmzZYpPYLY3Lmm1t2RcR0b2GCSkiImpQRFGEOvsySrMu2W08VWocNDlZhjLByQWK1pFw8mpilxiq4uTTHIqgTpA4KxwaB1FDsXPnTjzzzDN4/PHHsXz5cnz11Vd455134OPjgwULFtTYfsWKFRaNN2XKFJslpADAw8PDpGzVqlXQ6XSYMGECACArq/x3X8uWLU3qBgUFAQBSU1PRtm1bjB8/HmFhYXj//fcRExNjs7gtiatLly5WbWvLvoiI7jVMSBERUYOh16ihTD4DbcEtu40pCAIEmbPheycff7gEd4LkrjJ7kzgroAjqBCcf8zcvJqK6uXjxIqZNm4Z3330Xr7zyCgBg2rRpaNWqFb755huzElKiKNo6zDo5ePAgVq5ciddffx1hYWEAAJVKBQCV7unk51d+cEJxcTFmz56N69evIy4uzmTWVWVEUURJSUml11QqlckJdS4uLkabg5sbV1X917atLfsiIrrXcA8pIiJqELSFOSi+cNiuyagKLoEdIHX3gaJ1NyjadHNoMsq5aTA8Og1iMorIzhYvXoy2bdvi5ZdfNpR5eXkhLCwM+fn5jgvMSq5cuYInnngC/fv3x9KlSw3lTZqUzwQtKCgwaVORjDlz5gy+/PJLrFmzBi4uLrhx4wZyc3MBALm5ubhx44ZJ8ikjIwMeHh4mXwAwcuRIk/IdO3YYtTcnrspmgNW1rS37IiK619TrGVKnT5/GsmXLEBMTg7KyMoSHh2PevHmYOHFirfrTaDTo0aMH4uPjERoaikuXTJdrBAUFISMjo9L2M2fOxObNm2s1NhEROYYoilBfT0ZpZgJgh9kFupIC6EqL4ezrbygTJFK4dejr0D2apApPKEI6Q+bh67AYiBqqmzdv4pdffsG6detMfg/cuHHD7OVY9WkPqbvl5uZi9OjR8PT0xDfffGO0H1ZAQAAAIC0tzTDjp0JycjIAYOvWrQBQ6Ubm48aNAwDExMSgd+/ehvLmzZvj2LFjJvX79euHDRs2IDIy0qi8Xbt2Rt+bE1dFnX+qS1tb9kVEdK+ptwmp6OhoDB8+HM7OzpgwYQK8vLywZ88eTJo0Cenp6Vi8eLHFfb711luGX+zV8fLywrx580zKu3fvbvGYRETkOHptGVTJZ6DJv2nzsURRRNn1ZJRmJQIQIHX1hFTx96faDktGSSRw8Q+FvHlbCBJOjCZyhF9++QV6vR4PP/ywUfmpU6eQkZGBdevWmdVPfdtDCgC0Wi0ef/xxZGdn48SJE2jcuLHR9b59+8LFxQX79u1Djx49jK4dOHAAoaGh2LZtm2FGVIXz589j0aJFWL16Nbp3726UjAIAuVyOvn37VhpTREREldcsicvXt/IEfl3a2rIvIqJ7Tb1MSGm1Wjz33HMQBAFHjx41fMKxbNky9OnTB8uWLcPjjz+Otm3NPyI7Li4OK1euxPr16zF37txq6zZq1MjiT6CIiKh+0RbnQZl0Gnq10uZj6dVKKFPioCu6898SEeprSXBt3dXmY1dH5uELRUgXo8QYEdnf77//Dm9vb7Rp08ZQVlBQgBkzZmDIkCGGWUA1cfQeUpmZmQgMDDQqmzt3Lg4dOoSvv/660ple7u7uGDVqFD755BP861//go+PD4DyD58PHDiA1atXo2fPnibtXFxcAAA9e/bEgAEDrH4v5sR1t7vv3dK21oyDiOh+Ui8/Kj106BBSUlIwceJEo+m2Hh4eWLp0KbRaLbZv3252f2VlZZgyZQp69+6N559/3hYhExFRPaK+noLii8dsnowSRRFlt6+i6Pzhu5JRgLx5GyiCO9t07OoIUicoQrrArUNfJqOI6oHDhw8jLy8PixYtwpkzZ/DVV1+hd+/ecHZ2xjfffOPQ5bzmWrlyJVq2bImvv/7aULZp0yZs2rQJkZGRKCoqwtatWw1f27dvNyTQ3nrrLeTn56NPnz5Yt24dXn31VYwaNQrdu3fHCy+8YNU4pVKp2c/T3Lgqu3dr3pM9nw8RUX1SL2dIRUdHAwCGDRtmcq2i7MiRI2b3t3z5ciQlJSE+Pt6sf6DUajW++OILZGdnw9vbGw888AA6d3bcHxZERGQeUauBMjUOmtzrNh9Lr1FDlRYPbd7fYwlyV7iGdIXM03HLK5x8/aFoFQGJs4vDYiCiv126dAk3btxAr169sG7dOqxZswYKhQIzZszAO++8Azc3N0eHaJYmTZrAw8PDsHwsPj7esOrg7NmzJvs/jRgxAlOnTgUAtG/fHkePHsWrr76KFStWwMvLC8888wxWrlxpmAllKb1ej8LCQpPynJwcADDZKN7V1RXOzsYHSpgb1z/v3dr3ZIvnQ0R0LxBER8/9rcTjjz+O7777DrGxsejWrZvJ9caNG0MQBNy6VfNJSadPn0afPn2MjtgVBMHiTc1HjBiBL7/80mSzwZoUFhbCy8sLBQUF8PT0tKgtERGZT1uSX75Er7TyY8CtSZN/E6rUsxA1akOZk18gFK0iIMicbD5+ZSTOCiiCO8PJu5lDxqfK9QkIwI3sbDTz90dMVpbV++f7jPpv8+bNmD17NlJTU+Hh4YFr166hdevW90wiqr5KT09HcHCw2fW3b9+OKVOm2C4gIiKyWL2cIVVx7KmXl1el1z09PZFlxps6tVqNKVOmIDIyEi+99JJZYz/77LOIiopCeHg45HI5EhISsGLFCuzduxdjxozBiRMnqp1lpVaroVb//QdKZZ/cEBGRdalvpkGVcQHQ620+lqjXQZV+3pCMEmTO5YkgnxY2H7sq8mYhcAnsAEFaL/9ZJ2rQDh8+jJYtWxqSJ5Z+uEmVq+qUvar885Q9IiJyvPv6nevSpUuRlJSEM2fOGB0/W5033njD6PtevXrhl19+QVRUFI4fP47ffvsNo0aNqrL9ypUrLT4BhYiIakfUaaFMPQfNHevPPKmKIJHCNaQrShKPQ+bVBIqQSIctj5O6ekIREgmZu7dDxqeaTVuwAMWFhXDn7KUGSa/XIzo6utr3jlQ71Z2yR0RE94Z6mZCqmBlVMVPqnyqmp1cnLi4O69evx9KlSxEREVGneCQSCaZOnYrjx4/jxIkT1b6peO2117BgwQKjWP95GgkREdWdTlmIkqQ/oVcV23QcUdRD1Gohcfp77xGZpy/cOvSD1N3bMZsRSyRw8Q+DvEUbCEK9PJ+E/uu5u94TUMOzb98+3Lp1C08//bSjQyEiIqp36uW72LZt2wIAkpKSTK7l5eUhJyfHUKcq58+fh06nw/LlyyEIgtEXAFy+fBmCIKBRo0ZmxVQxvVqprP7EJrlcDk9PT6MvIiKyrrLbV1H81xGbJ6N0qmKUXDwGZfJpk+PWZR4+DklGyTz94NFpEFz82zEZRVTPhYeH4+zZsxg0aJCjQyEiIqp36uUMqaioKKxcuRIHDhzAhAkTjK4dOHDAUKc67dq1w7Rp0yq9tm3bNnh5eWH8+PFwdXU1K6Y//vgDQPmm50RE5BiiTgtV+nmU3b5q23FEEWW30lF69SKg1wEAym6kQN68jU3HrY4gc4KiVQScG7d0WAxEZJlWrVqhVatWjg6DiIioXqqXp+xptVqEhoYiOzsbp06dQpcuXQAARUVF6NOnDy5fvoyLFy8aNifMyclBTk4O/Pz8zNoosqpT9hISEtCiRQuTWVPHjx/H0KFDIYoirly5gpYtzf9jgKffEBFZh05VBGXSaeiUtj0sQl9WClXqWWgL/j7JVeLiBkXrbg7bq8nJNwCKoAhInOQOGZ/qL77PICIiontVvZwhJZPJsHXrVgwfPhz9+vXDU089BU9PT+zZswdpaWl4++23jU7K+Oijj7BixQosW7YMy5cvr/W4u3fvxpo1azB48GAEBQVBLpfjr7/+woEDByCRSLB582aLklFERGQdZTmZUKXGQ9RrbTqOJvcaVGnxELVlhjLnJkFwaRnukBPsJHLX8hP8GjW1+9hERERERLZULxNSADBw4EAcP34cy5Ytw+7du1FWVobw8HC89dZbmDRpks3GTExMRFxcHI4cOYLS0lI0bdoUTz75JObPn4+ePXvaZFwiIqqcqNdBlX4BZbfSbTuOVgNVxgVocjINZYKTHIqQSMckgwQB8mYhcAlo75BEGBERERGRrdXLJXv3E06lJyKqHV1pcfkSvZLKT1y1FlGrQdFf0RDVfx9aIfNuDkVwZ4cskZO6ekER0sVhywPp3sL3GURERHSv4vE8RERU72hyr6H4whGbJ6OA8s3CZZ6Ny7+RyKAIiYRr2x52T0YJEilcWobDPSKKySii+5xer8eqVasQEBAAb29vzJs3DxqNxtFh1SgrKwt79+7F/v37HR0KERHdB5iQIiKiekPU66FKv4CSK39C1NnvjzNFq45w8guAR6eBcG7cEoIg2G1sAJB5NYF7p0FwadEWgsB/monud0uXLsWbb76JSZMmoU+fPvj++++hVqvtNv6ZM2cwZMgQKBQK+Pj4YOLEicjOzq60riiK+PzzzxEWFobAwECMHDkS0dHRRnWSkpIwduxYwwFDs2fPRnFxsUlf5tazF3OfQ32Lm4jofsElezbGqfRERObRq5UoSToNXXGezcYQRRFlN1IgyJzh3Njxh1QIMmcoWnWsF7HQvYnvM+492dnZCA4OxoYNGzBr1iyIoojMzEy7HZxz/vx59O7dG+3bt8fEiRNx8+ZNbNq0CX5+fjh37hy8vLwMdUtKSjB58mTs378fs2bNwvjx49GhQwd4enoaEvfJycno1asXfH19MX36dOTn52PDhg2IjIzEoUOHIJPJLKpnL+Y+h/oWNxHR/YS/QYmIyOE0eTegTDkDUWu7WVF6tRLK1LPQFeYAEilkHr6QuLjZbLyaOPsFwqVVR4fsU0VEjrNz504AMBzSIwiCXU9xnjp1KiIiInD8+HE4OTkBAB566CEMGjQIW7duxUsvvQSgPIH/9NNPIy4uDmfOnEFYWFil/b3wwguQy+U4deoUfHx8AAD9+/fHiBEjsG3bNsycOdOienVx8OBBdOvWDd7eNS97Nvc52CNuIqKGiusCiIjIYURRD9XViyi5fMpmyShRFFGWk4miC4fLk1EAoNdBU3DbJuPVRCJ3hVvYA3Bt043JKKIGaP/+/ejatSs8PDzsPnZmZibi4+Px2muvGZIwQPlJ040aNcKVK1cMZd999x3279+P6OjoKpNRmZmZ2LdvH5577jlDsgYAhg8fjq5du+KTTz6xqF5dDR06FPHx8TXWM/c52CtuIqKGijOkiIjIIfRlKiiTYqEtumO7MbRlKE2Lhyb3mqFMcFbANSQSMq/GNhu3UoIAebM2cAkIhSDlP79EDc2CBQvw3nvvGb4XBAF9+vTByZMnq2yzfPlyi8aYN28eGjVqVOX1wMBA5OXlQS43ToaXlJSgtLQUzZs3N5StW7cOvXv3xuzZsxEbGwu1Wo2oqCi8++676NSpEwDg1KlTAIAxY8aYjDV+/HgsXrwYhYWFZtez17JTc59DfYubiOh+w3fERERkd5r8W+VL9DS228RXU3ALqpSzEDWlhjIn3wAogjpBkDlV09L6pG6N4BoSCambV82Viei+1L9/f6jVamzcuBGzZs1CaGgoOnbsWG2bFStWWDTGlClTqk1IAah0ZtaqVaug0+kwYcIEAMCtW7dw+vRpiKKIPn364NVXX0V+fj62bNmCPn36IDo6Gj169EBWVhYAVLrkMCgoCACQmppqdr0uXbqYead1Z85zqI9xExHdT5iQIiIiuxFFEeqsSyjNvmy7MfQ6lF69iLKbaYYyQeoEl+DOcPb1t9m4lREkMrgEhsG5WQhPzyNq4B599FGkpKQAKE80NWnSpMY29jh76ODBg1i5ciVef/11w9K8c+fOQRRFjBkzBj/88INhA/M5c+agY8eOePHFF3Hy5EmoVCoAqHTPJj8/PwBAcXGx2fXMJYoiSkpKKr2mUqlM+nJxcalx8/HKnoO14yYiImN8d0xERHah16hRcumkTZNRQHlC6u4lejLPxnDvNNDuyShZo6bw6DwI8uZtmIwiIgDA0aNHERYWZlYyyh6uXLmCJ554Av3798fSpUsN5Tk55fvtLVy40JCMAoAWLVpg2rRpOHXqFIqKigz3UVBQYNJ3RTLHw8PD7HrmysjIgIeHh8kXAIwcOdKkfMeOHbV6DtaOm4iIjHGGFBER2Zy2MAfK5Fjoy0prrlxHEpkzFCFdoUz6Ey6BHeDcNNjoDypbE5zkULTqCGe/QLuNSUT1nyiKOH78OB5//HGz21h7D6m75ebmYvTo0fD09MQ333wDqVRquObq6goAUCgUJu2Cg4MhiiKKi4sREBAAAEhLSzPMGKqQnJwMAAgICMD169fNqmeu5s2b49ixYybl/fr1w4YNGxAZGWlU3q5duyr7qu45mHt/RERUO0xIERGRzYiiCPW1JJRmJQI2WnqiKy2BIJFC4uxiKHNq1AQeXYba/RQ758Yt4dKqIyQyZ7uOS0T134ULF5Cbm4v+/fub3cYWe0gBgFarxeOPP47s7GycOHECjRsbH/JQsWQtNjYW3bt3N7qWkZEBNzc3NG7cGH379oWLiwv27duHHj16GNU7cOAAQkND4evra3Y9c8nlcvTt27fSaxEREVVe+6eanoO14yYiImNcQ0BERDah16hRcvkUSjMTbJKMEkURZbfSUXzhMFRp50z2WrFnMkri4ga39g/CtXVXJqOIqFJHjx4FAIsSUqIoWvRVsdF2TebOnYtDhw7hs88+q3RD7rCwMHTo0AFr165FUVGRofzmzZvYtm0bHnvsMchkMri7u2PUqFH45JNPkJuba6gXHR2NAwcOYNq0aQBgdj0AyMzMNPv51FVNz8GSuAH7xk5EdD8QRHvsltiAFRYWwsvLCwUFBTwSlogaDG3RHSiTYqEvU9mkf72mFKrUeGjzbxjKFCGRcG5sehKSTQkSyJu3gUtAKASJtOb6RFbG9xn3jscffxxxcXGGjc0dZdOmTZgzZw4iIyMxZ84co2tSqRRTpkyBIAg4cuQIRowYgVatWmHq1KnQaDT49NNPodVqERsbixYtWgAAEhMT0aNHD/j7+2P69OnIycnBhx9+iPDwcBw9ehQuLi5m11u5ciUWL16Mr776ynDSnSVkMhl+//13REVFWe05mHt/dY2diKghYkLKxvhGkYgamtJrSTabFQUAmrzrUKWeg6gtM5Q5NW4FRauOEKT2W4kudfeGa3AXSN287DYm0T/xfca9o1mzZnjooYewfft2h8UQHx+P7t27Q6vVVnp9xIgR2Lt3r+H7P//8E8uWLcMff/wBrVaLoUOHYt26dQgODjZqFxcXh1dffRUxMTHw8vLCmDFjsHLlSnh5eVlUb9u2bZg/fz6+//57DB06tMr70Ov1KCwsNPu+XV1d4ez89+xVS5+DOfdnbuxERPQ3JqRsjG8UiaihELUaKFPioMm7bpv+dRqoMi5CczvDUCbI5FCEdIGTdzObjFkZQSKDS8v2cG4aYtfN0okqw/cZ1BClp6ebJMWqs337dkyZMsV2ARERUa1wU3MiIqozbXEelEmnoVcrbdN/US5UKWeM+pc1agZFSBe77hXl1KgpFMGdIZG72m1MIiIyVtUpe1Wp7pQ9IiJyHCakiIioTtQ3UqHK+AsQ9TbpX6csREnCXX94SKRQtIqAU+OWdpuhJDjJoQjqBGdff7uMR0REVavulD0iIrp3MCFFRES1Imo1UKadg+ZOtk3Hkbp6wsk3AJo7WZC6+5SfZOfiZtMx7+bcpBVcWobz9DwiIiIiIitiQoqIiCymKylASdJp6EuLrd63KIomM58UQZ0gdWsE52b227dJ4uIO15AukHn62WU8IiIiIqKGhAkpIiKyiPpmOlQZ5wG99Zfo6ctUUKWchVOTVkbL4wSZE+TNW1t9vEoJEshbtIGLfygEidQ+YxIRERERNTBMSBERkVlEnRaqtHMoy8mySf9ld7JRmhYPUaeBriQfMg8fSJwVNhmrKlJ3b7iGRELqytPKiIiIiIhsiQkpIiKqkU5ZCGXSaehURVbvW9RqoEo/D82duxJdEin0ZaV2S0gJUhlcAjvAuWmw3ZYEEhERERE1ZExIERFRtcpuX4UqLR6iXmf1vrUFt6FMjYNYVmooc/Lxh0twJ7ttIu7k3QyKoM6QyO07G4uIiOomKysLFy5cgEQiwfDhwx0dDhERWUji6ACIiKh+EnVaKFPPQpkSZ/VklKjXQZXxF0ounfw7GSWVQdG6G1zbdrdLMkpwksO1bQ+4hfZmMoqIGqykpCSMHTsWfn5+8PPzw+zZs1FcXPOBFea2s6T/9957D4IgGH1NnjzZqI4oivj8888RFhaGwMBAjBw5EtHR0UZ1/u///g9dunSBm5sb2rRpg3Xr1kEURfMfSi3U9jma29baz/vMmTMYMmQIFAoFfHx8MHHiRGRnV31qbnJyMry8vEyeNRFRXXCGFBERmdCpiqFM+hM6ZaEN+i6CMuk09Hct/5N6+sE1pKvdEkPOTYKgaBkOQeZkl/GIiOqj5ORk9O7dG76+vli0aBHy8/OxYcMGXLx4EYcOHYJMVvmfCua2s6R/jUaD9evXo1u3bpg1a5ahfPDgwYb/X1JSgsmTJ2P//v2YNWsWtm/fjg4dOsDT8+99/9577z0sWLAAo0aNwtSpUxEbG4uXX34ZOp0OixYtsvYjtPg+a9PW2s/7/Pnz6NevH9q3b4+3334bN2/exKZNmxATE4Nz587By8vLKMbS0lI8/vjjKCy0/nsCImrYmJAiIiIjZTlZUKWdg6jT2qR/QeoEUaP+7zeS8r2bmoXYZe8micIdrsFdIPP0s/lYRET13QsvvAC5XI5Tp07Bx8cHANC/f3+MGDEC27Ztw8yZM+vUzpL+v/zyS2RlZWHHjh2IiooyGVMURTz99NOIi4vDmTNnEBYWZlInNzcXS5cuxXPPPYctW7YYyrOzs/H1119blJA6ePAgunXrBm9v7xrr1vY5mtvW2s976tSpiIiIwPHjx+HkVP7BzEMPPYRBgwZh69ateOmll4xinDt3Ls6dO2f2syMiMheX7BEREYDyZXTKtHgok2NtlowCAImzCxTBnSFx9YJ7xyjIm7e2fTJKkMDFPxQeEQOZjCIiApCZmYl9+/bhueeeMyQvAGD48OHo2rUrPvnkkzq1s6R/vV6PNWvWoFOnTujZs2el43733XfYv38/oqOjK01GAYC3tzdOnTqFNWvWGMpEUURhYSEaN25sxlP529ChQxEfH19jvdo+R3PbWvt5Z2ZmIj4+Hq+99pohGQUAAwcORKNGjXDlyhWjGHfs2IEtW7Zg+vTpNT4LIiJLcYYUERFBV1pSvkSvpMCq/YqiCM2dLMi8mkLi9Pe+UE4+LSDzbgZBsP3nIjIPHyiCu0Dq6llzZSIiG1IqlXj77bexe/duZGdno2XLlli5ciUee+yxatstX77conHmzZuHRo0aVVvn1KlTAIAxY8aYXBs/fjwWL16MwsJCo+VwlrSzpP99+/bh8uXLAMqTSgMHDsSaNWsQERFhaLNu3Tr07t0bs2fPRmxsLNRqNaKiovDuu++iU6dOAABBENCxY0cA5UmuuLg4rF27FgkJCTh06FC1z6O2avsczW1bEbe1nndgYCDy8vIgl8uN6pSUlKC0tBTNmzc3lCUmJmLWrFmYNWsWnnzySaNZZ0RE1sCEFBFRA6fJvQZlylmIOo1V+9Vr1FClxUObdx0ynxZwbdPdaCaUrZNRglRWvhywabBdlgMSEVWnrKwMUVFRSElJwdSpU+Hu7o6PP/4YkydPxpgxY6rdZ2jFihUWjTVlypQaE1JZWVkAgJYtW5pcCwoKAgCkpqaiS5cutWpnSf/Dhg3D1atXce3aNRw/fhwff/wxunbtig8++ABz5szBrVu3cPr0aYiiiD59+uDVV19Ffn4+tmzZgj59+iA6Oho9evQwGmP69On47LPPAAATJ040JK2srbbP0dy2ubm5ZvVvSRweHh4mdVatWgWdTocJEyYAKE9QjR8/HmFhYXj//fcRExNj0oaIqK6YkCIiaqBEvR6lVy9CfSPF6n1r8m9ClXrWsFeUNvcadMW5kHn4Wn2syjh5N4ciqBNPzyOieuPQoUPIyMjAn3/+iTZt2gAACgoKsHHjxhpPgLPFCXEqlQoAKt0jyc+vfGlzZaezmdvOkv5lMhkCAwMRGBiIXr16Yc6cORg7dizmzp2LgQMHIjMzE6IoYsyYMfjhhx8MHzLMmTMHHTt2xIsvvoiTJ08ajTFu3Dj0798f3333HXbt2oWcnBzs27fP5AMKURRRUlJS5TP65zNwcXExSh7W9jma27aoqMis/usSx8GDB7Fy5Uq8/vrrhuWQs2fPxvXr1xEXF2cym4qIyFq4hxQRUQOkVytRnHDM6skoUaeFKi0eysunDMkoQeYM17Y97JKMkji7wK1dT7iF9mIyiojqlREjRiAtLQ3+/v749ddf8fLLL+Pbb79F9+7djfbysZcmTZoAKE+K/VNFcqOymTTmtqtt/wCgUCjw+eefAwC++eYb5OTkAAAWLlxolFBq0aIFpk2bhlOnThkSNxVGjhyJZ555Bj///DOWLFmCAwcO4MCBAyZjZWRkwMPDw+Sroo9/lu/YsaNWz6My5rStOPHOVs/7ypUreOKJJ9C/f38sXboUALB161Z8+eWXWLNmDVxcXHDjxg3DTK3c3FzcuHGjyiQeEZElLJohNWjQoFoP1K1bN6xdu7bW7YmIyDo0eTegTImDqC2zar/a4lyoUuKgL/37TaqsUVMogrtA4uxi1bEq49w0GIrADhBk9v/DjoioJnl5eXjrrbewbds2+Pr6on379rh27RqeeeaZGtvaYg+pgIAAAEBaWpphBk2F5ORkozq1aXf9+vVa9V+hWbNm8PHxwfXr1w3L3RQK0w8agoODIYoiiouLq0z8vPjii3jnnXdw7tw5DB8+3Oha8+bNcezYMZM2/fr1w4YNGxAZGWlU3q5dO6Pva/sczW1bUW6L552bm4vRo0fD09MT33zzDaRSKQAYkm6VbWQ+btw4AEBMTAx69+5d6X0REZnLooTU8ePH0bNnT4s/xSkoKMCFCxcsagMAp0+fxrJlyxATE4OysjKEh4dj3rx5mDhxosV9AYBGo0GPHj0QHx+P0NBQXLp0yS7jEhHVB6KoR2lmItTXkqzbr14P9bUrUGdfAfDfZSUSKVxadoRzk1Y2379JqvCAIrgLZJ72WQ5IRGSpjIwMREVFoVu3bjhx4gQ6duyIn376Cb/99hsGDBhQY3tb7CHVt29fuLi4YN++fSb7Lx04cAChoaHw9TX9vWpuu9r2X+HGjRu4ffs2/P39DcvIYmNj0b17d6N6GRkZcHNzq/YUPaVSCQAmiRoAkMvl6Nu3b6XtIiIiqrxWoS73aU7bRx55xCbPW6vV4vHHH0d2djZOnDhh9PzWrFljmBFV4fz581i0aBFWr16N7t27MxlFRFZhUULqxRdfrPUsJ0s/2YmOjsbw4cPh7OyMCRMmwMvLC3v27MGkSZOQnp6OxYsXWxzDW2+9ZfiEwJ7jEhE5mr5MBWVSLLRFd6zetzb/BtTZlw3fS90aQdG6G6QKd6uPZUQigUuLdpC3aAdBwhXoRFR/zZs3D15eXvjuu+8gCAKuXbuGVatWwcnJCQ8++GCN7W2xh5S7uztGjRqFTz75BP/617/g4+MDoPy98IEDB7B69WpD3czMTAQGBlrUzpL+L1y4YHSink6nw/z58yGVSjFhwgS0a9cOHTp0wNq1azFp0iTDTKibN29i27ZteOyxxwz7Oh0/ftwkifT222/D2dkZI0aMsOoztPQ+AcufpS2eNwDMnTsXhw4dwtdff22y4XrPnj1N7tPFxcVwzZwkKhGROQTRzH/hHnzwQZw6dQo//PAD+vTpU+knDNVZvXo1Fi1aZFZdrVaLsLAwZGVlISYmxjBVtqioCH369MHly5eRkJCAtm3bmj1+XFwcevXqhfXr12Pu3LmVzpCyxbiFhYXw8vJCQUFBpce9EhHZmqbgFpTJZwx7OlmbKIpQJv0Jbd5NyP1DIfdva/MT9GQePlCEREKqqHx5BlFDwfcZ94aWLVuisLAQL774Iq5du4avv/4axcXF6N27t0NPL0tMTESPHj3g7++P6dOnIycnBx9++CHCw8Nx9OhRuLi4YOXKlVi8eDG++uorwwls5rQzt97169fRunVrdO3aFePGjUNJSQl+/PFHxMbG4r333sO8efMAAEeOHMGIESPQqlUrTJ06FRqNBp9++im0Wi1iY2PRokUL/PHHH+jduzeGDRuGUaNGoaioCD///DP++OMPo77MIZPJ8PvvvyMqKsoqzxFArZ+lNZ83AGzatAlz5sxBZGQk5syZY3QvUqkUU6ZMMZndHB0djYEDB+Lw4cNMSBGR1Zj9F0NycjJEUcSjjz6Kpk2bIiwsDM8++yy2bdtW5dK3u40aNcrsoA4dOoSUlBRMnDjRaN22h4cHli5dCq1Wi+3bt5vdX1lZGaZMmYLevXvj+eeft9u4RESOJIoiSjMTUZJ40qrJKFGrMfpeEAQogrvALbwfXAJCbZqMEqROUAR3hluHfkxGEdE9Y9asWdDr9Vi/fj3S0tKwa9cuSCQSiz7ktIX27dvj6NGjaNWqFVasWIEdO3bgmWeewX/+8x9D8qJJkybw8PAwWu5lTjtz6zVv3hzff/89pFIp3njjDbz77ruQy+X4+eefjRJIUVFROHLkCIKDg7F69WqsWbMGPXr0wIkTJ9CiRQsAQK9evfD5558jNzcXixYtwsqVK+Hk5IQffvihymSUXq9Hfn6+yVdOTg46d+5sUl5WZrr/ornPo7bP0prPOz4+HnPnzgUAnD17FtOnTzf62r17t82X2hMRVTB7hhRQnpQ6ceIEjh8/jpMnT+LSpUsQRRGCIMDb2xsPPPAAHnzwQTzwwAPo2bNnrY8IXbx4MVauXGn06UGFvLw8+Pj44IEHHsCJEyfM7u+9995DfHw82rVrB0EQKp0hZe1xAX5ySUSOoS8rhTI5FtrCHKv2q8m9BlVaPBQhkXDybmbVvmvi5NMCiqAISJx5eh5RBb7PIKqb9PR0BAcHm11/+/btmDJliu0CIiJqQCzaQ6pNmzZo06aN4TSQvLw8nDhxAidOnMDJkydx8OBB/PrrrwAAJycndO3aFTt37rTolzwAJCWVb7hb2adG3t7e8PPzM9SpyenTp7FmzRq8++67Jqdi2GJctVoNtfrvmQiFhYVmxUlEZC3awhwok2OhLyu1Wp+iVgNVxgVocjIBAKrUc5B2GgiJU+0+eLCExFkBRVAnOPk0t/lYRETUsFR1yl5Vavp7goiIzGdRQuqfvL29MXr0aIwePRrnzp3Dli1bsGXLFmi1WpSVlaGgoADNm1v+B0RBQQEAwMvLq9Lrnp6eyMrKqrEftVqNKVOmIDIyEi+99JJdxl25cqXFJ6EQEVmDKIpQX0tCaVYiYMUNcLWFOVCmxEEsUxnKpB4+AGw/pV/eNBgugR0gyCw73ZWIiMgc1Z2yR0REtlWnhNSdO3ewc+dObN++HefPnwdQnsx58sknMXXq1EpPaLCnpUuXIikpCWfOnIFUKrXLmK+99hoWLFhg+L6wsNBwkgYRka3oNWooU+Kgzb9ptT5FvQ6lWZdQdv2u00klMiiCIuDkF2jTPSakCk8oQjpD5lH1keBERERERHTvsjghpdPp8Ouvv+Lzzz/Hb7/9Bo1GA0EQMHToUEyZMgVjx46t9d5RFSpmKFXMWPqniv0SqhMXF4f169dj6dKlRsfI2npcuVxe5/snIrKEtugOlEmx0N81g6mudMpCKFPOQK/8e9mx1MMXrq27QiJ3tdo4JiQSuPiHQt68LQSJbU/qIyIiIiIixzH73f758+exYMEC+Pv7Y+zYsfjhhx8QFBSEt99+GxkZGdi3bx8mTJhglWRMxR5Ole3XlJeXh5ycnBpPJTl//jx0Oh2WL18OQRCMvgDg8uXLEAQBjRo1suq4RET2VHotCcUJx62ajNLcuYbiv478nYwSBLgEdoBb+wdtmoySefrBI2IQXPxDmYwiIiIiIrrPmT1DqkuXLhAEAR4eHpg2bRqmTJmCBx54wCZBRUVFYeXKlThw4IDJaXcHDhww1KlOu3btMG3atEqvbdu2DV5eXhg/fjxcXf/+48oa4xIR2YOo1UCZEgdN3nWr9y11bwRIJIBOD4nCA66tu0HqVv3s0LoQpE5waRUO58ateNQ0EREREVEDIYiieTvfSiQSCIKAbt26YciQIXjwwQfxwAMPwNvb2+pBabVahIaGIjs7G6dOnUKXLl0AAEVFRejTpw8uX76MixcvGk65yMnJQU5ODvz8/ODn51dj/4IgIDQ0FJcuXarTuObgccxEZG3a4jwok05Dr1babIyynCzoSvLhEtgegsR2e/A5+fpD0SoCEmcXm41BdD/j+wwiIiK6V5m9JuKdd97ByJEjkZqailWrVmHMmDHw8/NDhw4dMH36dHz++eeVLnWrDZlMhq1bt0Kv16Nfv36YMWMGFi5ciM6dO+PixYtYvny5UVLoo48+Qvv27fHRRx/ZdVwiIntT30hB8cVjVktG6bVlUKWfh6jVGJU7+wVA0aqjzZJREmcF3EJ7wa1tDyajiIiozrKysrB3717s37/f0aHYVWZmpqNDICKqNbMTUq+99hp+/vln5OTkICEhAZ9++imeeeYZ6PV6bNu2Dc8++yzCwsLQpEkTPProo1i7di1OnDhR68AGDhyI48ePo2/fvti9ezc2btwIX19f7NixA0uWLKl1v/V1XCKi6ohaDUqSTkOVfgEQ9VbpU1NwC8XnD6PsZhpUGRes0qc55M1C4NFpEJy8m9ttTCKie5WZixnqnaSkJIwdO9awgmH27NkoLi62ajtRFPH5558jLCwMgYGBGDlyJKKjo03qvffeeyZ7yk6ePLmut1jn+OvS9uLFixg3blyV24mcOXMGQ4YMgUKhgI+PDyZOnIjs7Oxa3xcRkS2YvWSvOnfu3MHJkydx4sQJnDx5ErGxsSgtLYUgCNDpdNaI857FqfREVFe6kgKUJP0JfWmJVfoTdVqUZiag7GaaoUyQOsG90yCbzlaSKjyhCOkCmYePzcYgamj4PuP+9csvv+Ctt97CuXPnIJfL8csvv6B///6ODsssycnJ6NWrF3x9fTF9+nTk5+djw4YNiIyMxKFDhyCTVb6NrSXtSkpKMHnyZOzfvx+zZs3C+PHj0aFDB3h6ehrtR6jRaBASEoKmTZti1qxZhvLBgwcjODi4Xty3pW1nz56NTz/9FDKZDM2bN0d6erpRX+fPn0fv3r3Rvn17TJw4ETdv3sSmTZvg5+eHc+fO1XhqOBGRvZi9qXl1fH198fDDD+Phhx8GUP6L/8yZMzh58qQ1uiciarDUN9OhyjgP6K0zK0pXkg9l8hnoS//+xFXm1RiKkEjbJaMkErj4h0HevA1PzyMiMsP58+cxYcIEvPvuu1i/fj1+/fVXs/ZJrS9eeOEFyOVynDp1Cj4+5R9C9O/fHyNGjMC2bdswc+bMOrUTRRFPP/004uLicObMGYSFhVUZy5dffomsrCzs2LGjVocTHTx4EN26dTNr39za3relbe/cuYO9e/di165dlc4Imzp1KiIiInD8+HE4OTkBAB566CEMGjQIW7duxUsvvWTJIyAishmrzJCiqvGTSyKqDVGnhSrtHMpysqzTn6iH+loS1NmXgYpf+4IELi3D4dw02Gan28k8/aAI7gKpwt0m/RM1dHyfcX/64osv8Nlnn+HIkSOODsVimZmZaNmyJZYuXYo333zT6Fq3bt0giiLi4uLq1O7bb7/FM888g4sXL1Y7y0mv16NDhw6GRI9CobD4fgRBwOHDhzFgwIBq69X2vuvSdsqUKYiOjjaaIZWZmYng4GB89913ePTRR43qe3t744knnsAnn3xS7b0QEdmLVWZIERGR9eiUhVAmnYZOVWSd/kpLoEo5A11xnqFM6uYFRetukCo8rDLGPwkyJ7i0DIe8SZBN+iciuteoVCosWbIEO3bsgFKpxLBhw/D++++jZcuWAMr3BOrUqRP0d82IrfiwoFGjRsjNzTX68ECv12Pjxo344osvkJSUBJ1Oh549eyI/Px9bt25FZGRkjTEtX77conuYN28eGjVqVG2dU6dOAQDGjBljcm38+PFYvHgxCgsLTRKolrRbt24devfujdmzZyM2NhZqtRpRUVF499130alTJ0O7ffv24fLlywDKkzEDBw7EmjVrEBERYdF9m6O2913Xtv8UGBiIvLw8yOVyo/KSkhKUlpaieXPu30hE9YdFCamNGzdizpw5tRrok08+qXaaKhERAWW3r0KVFg9Rb73997QFt4ySUfIW7SD3D7XZ8jknX38oWkXw9Dwiov8SRRHjx4/H5cuXsXLlSnh6emLLli3o27cv4uLi4Ofnh9DQUERHR0On02Hfvn3Yt28f3n//fQCAh4eHyUzWjRs3YsmSJXjttdcQEREBURTx7bff4tChQygoKDArrhUrVlh0H1OmTKkxIZWVVT6ztyLRdregoCAAQGpqKrp06VKrdi1atMDp06chiiL69OmDV199Ffn5+diyZQv69OmD6Oho9OjRAwAwbNgwXL16FdeuXcPx48fx8ccfo2vXrvjggw9q/TdNVWp733VtWxkPD9MPm1atWgWdTocJEyaY1QcRkT1YlJDKy8uruVIV8vPza92WiOh+J+q0UKWfR9ntq1bv27lJELR5N6AvLYGidVebbSoucVZAEdwZTt7NbNI/EdG9as+ePYiNjUVCQgJ8fX0BAOPGjcOIESPw5ptvYsOGDZDJZOjXrx8AID09HadOnap2mdjly5fx9NNP49VXXzWUjR49Gvv27TPsG1QTW+zcoVKpAKDSPZcq9sGq7OQ4c9udO3cOoihizJgx+OGHHwyJujlz5qBjx4548cUXDfvYymQyBAYGIjAwEL169cKcOXMwduxYzJ07FwMHDkT79u0NY4iiiJKSyg8PUalUJjG7uLgYbTRe2/uua1tzHDx4ECtXrsTrr79e7X5bRET2ZlFC6sCBA3jwwQchsfBT9fz8fJw7d86iNkREDYVOVVS+RE9ZaJ3+lIWQuv49rV8QBChad4UgkUKQ2maltrxZa7gEtrdZ/0RE97Iff/wR06ZNMySjAEAikWDhwoWYPn06NmzYYHGfM2bMwLBhw1BaWooBAwYgIiIC4eHhiIuLc+iyrCZNmgAACgoKTDZir0i8VDaDx9x2V6+Wf3CzcOFCo1ljLVq0wLRp0/C///u/KCoqqnQMhUKBzz//HAEBAfjmm2+MlixmZGRUuR/VyJEjTcq2b9+OKVOm1Pm+69q2JleuXMETTzyB/v37Y+nSpbXqg4jIViz6y+HYsWMYPHiwRQOIoghBECxuR0TUEJTlZEKVGg9Rr61zX6JOA1XGX9Dcvgq3sAcg82psuCZxklfTsvakrp5QhERC5l7z6UNERA3V9evX0bt3b5Nyf39/XL9+vVZ9RkRE4Pz589izZw8OHjyI9evXIz09HZMmTcLq1avh5uZWYx+22EMqICAAAJCWlmaSXElOTjaqU5t2aWlpAFDpBuXBwcEQRRHFxcVVJnCaNWsGHx8fk+fevHlzHDt2zKR+v379sGHDBpM9udq1a1er+CtTl7bVyc3NxejRo+Hp6YlvvvkGUqnU4j6IiGzJooTU4cOHaz2QOUelEhE1FKJeB1X6BZTdSrdKf9qiXKhSzkCvVgIAlKlx8Og0CILUvGUbFpNI4OIfBnmLNhAE2+xFRUR0v2jatCkSExNNyhMTEw2zYyy1ceNGeHl5YebMmYZ9WnNzczF9+nTMmzcPW7ZsqbEPW+wh1bdvX7i4uGDfvn2GvZwqHDhwAKGhoUYzxSxtV7HkLDY2Ft27dzeql5GRATc3NzRu3BhVuXHjBm7fvg1/f3+jcrlcjr59+1baJiIiosprlsZv7bZV0Wq1ePzxx5GdnY0TJ05U+0yIiBzFooRUVFSUreIgImowdKXF5Uv0SszbdLY6ol4PdfYlqK8l/V0okcLFPwyQ2Gb5nMzTD4qQLpC6uNukfyKi+83DDz+M5557Dq+88goCAwMBAGVlZVi9ejUefvjhWvX5559/4uTJkxg3bhxcXMoPkfDx8cGTTz5p9swnW+wh5e7ujlGjRuGTTz7Bv/71L/j4lO9bGB0djQMHDmD16tWGupmZmYbnYW67sLAwdOjQAWvXrsWkSZMMM6Fu3ryJbdu24bHHHjPs7XThwgWjE/V0Oh3mz58PqVRq9c29Lbnv2t67JebOnYtDhw7h66+/NnszdCIiexNEW/xLhPJf+ImJiYiPj0d8fDzWrFlji2HqvcLCQnh5eaGgoMCso1qJ6P5WdicbqtSzEHV1X6KnUxVBmXwGeuXfiS2puw9cW3eFxKXmpRqWEmROULTsCOcmrazeNxHVDt9n3Bv0ej2GDx+OxMRELFmyBJ6enti0aRNSU1Nx9uxZNG3aFAAQExMDtVptcspe586dTVYbTJkyBV988QX69OmDf/3rX/Dy8sKVK1ewbt06jB07Fh9//LG9b9MgMTERPXr0gL+/P6ZPn46cnBx8+OGHCA8Px9GjR+Hi4oKVK1di8eLF+OqrrwzJIXPaAcCRI0cwYsQItGrVClOnToVGo8Gnn34KrVaL2NhYtGjRAtevX0fr1q3RtWtXjBs3DiUlJfjxxx8RGxuL9957D/PmzTPrXmQyGX7//XezPpg3N/663PvdpkyZgujoaKSnpxuVb9q0CXPmzEFkZKTJaYJSqRRTpkwxObWRiMgRrJKQun37Ns6fP4/4+HjD/yYmJkKj0aBZs2YICwvD77//bo147zl8o0hEQPlMptKrf0F9I7XufYkiym6movRqAiDqywsFAXL/MMhbtLXJm0wn3wAogiJsthcVEdUO32fcO0pKSvDaa6/hq6++glKpxODBg/H+++8jJCQEQPkhQE2bNkVZWZlJ2w8//BDPP/+8Udn8+fPRsmVLJCQk4LfffkN+fj6CgoIwadIkvPTSS5DLHfv7Oi4uDq+++ipiYmLg5eWFMWPGYOXKlfDy8gIAbNu2DfPnz8f333+PoUOHmt2uwp9//olly5bhjz/+gFarxdChQ7Fu3Tqjjcn37t2LVatWIS4uDjqdDl27dsWrr76K0aNHm8Sr1+tRWGj+4SKurq5wdna2+L6tce8VKktIxcfHo3v37tBqK//ga8SIEdi7d6/Z90lEZEtWSUg9/PDD+O2339CzZ0/0798f4eHhmD9/PmJjY6s8raKh4BtFItKrlShJOg1dcZ5V+lNdvYiy68mG7yUu7nBt0w1St0ZW6f9uErkrFEGd4OTdzOp9E1Hd8X0GkXWkp6db9HfLP0/ZIyIiy1llg5Gff/4ZW7ZswerVqzFgwAA89NBDWLRokVmnexAR3c80edehTIn7//buPC7Kav8D+OeZfYZNFhUQEMQFFxA1c1/QXDLL0hbLTE0ts81Wy1yyNFv11m01zRZ/Rt7y2nLTzBQVUxN3cUdAxA2UnWGY5fz+ICbHYZmBAQb9vF8vXq/mPOc55/scbRy+cxYIk9FlbaqatUTpxVTAYoYqsBU0oR0gyVx/co46MBKa0PaQ5HWzFxUREZG7qOyUvcpce8oeERE5z2W/ZUydOhWDBw/GxIkT8b///Q9ms9lVTRMRNTpCWFBy5ggMV81kchW5xhPaiFhIShWUPjU7nanK9nU+0LaKhcKTp6MSEdGNoapT9oiIqG44fFZ3ampqpWuRy7Vq1QpbtmxBSEgI8vPzsWfPnloHSETU2FgMehQdSXRJMsqUl4Wio3/abYKuCghxeTJKksmhCe0Az+gBTEYREREREVGdcjgh1bp1a7z++uvV1pMkCS+99BJ27dqFl156CePHj0dWVlatgiQiaiyMuRdRcGgzTAVXatWOsJihTz+MomN/wpSfhZKMIy6KsGIKn6bwjImDpkVbSJLD/zQQERERERHViMO/dQgh4Mz+5507d8bu3bsRGBiI9u3b1yg4IqLGQggL9GeOoOjYDgiT/QlJzjAX5aHw8BaUXkj5p0xfAGGx1DZMO5JCCV1kV3i27wO5xtPl7RMREREREVWk1l+DT5o0Cdu3b6/wmkqlwjvvvIO1a9fWthsiIrdlKdWj6OifMJw7Uat2hBAwnDuJwuQtsOgLygolGTRhneAR1RuSzLUzl5T+IfDqfAtUTcNc2i4REREREVF1ar2p+VdffYWgoCD06dOn0jrcIJCIrlfGvEsoPrUHwmioVTuWkiIUn94L81VL/WQ6H+giu0Kuc+1R7jK1DtrwGCh9A13aLhERERERkaO4UQgRUQ0IIVBy9ljZhuO1TEaVZmWg4FCCTTJKHdQGnh37uzYZJUlQB0bCK2YQk1FERA3k8uXL+OKLL5zaCqM+ZWRkuKROY3f27FmsW7cOv/32W0OHQkR03WJCiojISRajAUXH/kTJ2WMuaU8YSwBL2Sl6kloHjw59oQnr4NIlenKdDzw79oc2PBqSvNaTY4mIqIbGjx+PJUuWQJKkhg7FRnJyMsaMGYMBAwbUqs6ePXtwyy23QKvVws/PDw888AAyMzPrImSH7dixA7feeiuaNm2Kpk2b4oEHHsD58+ft6gkh8OWXXyIqKgqhoaEYMWIEEhIS6j9gIqIbhFO/lbjbP5xERPXNlJ+N4lNJsJSWuKxNVVBrGHMvQqbxgDasEySF0mVtSzI51C3aQR3cmqfnERE1MLPZjMTERIwbN66hQ7Hx2GOPYenSpVAoFAgKCqpxnYMHD6Jfv35o3749FixYgIsXL+KTTz7Bjh07sH//fvj4+NTlY1Ro06ZNGDZsGGJjYzFr1izk5eVh6dKlGDp0KHbv3g2NRgMAKCoqwvjx4/Hbb79h2rRpWLFiBTp06ABvb9cumycion84lZBavHgxtm7dip49e6Jnz564+eab6youIiK3Ur7heMnZo0AtllkIswmm/Cwoff/5MC9JEjyiekGSyV0RqpXCpym0EZ15eh4RkZvYs2cPCgoK0K9fv4YOxcbly5exbt06rFq1qtIZQY7UmTRpEqKjo5GYmAilsuzLlVtvvRWDBg3CsmXL8Nxzz9U61o0bN6Jbt27w9fV1qP7HH3+MwMBAbNu2zZp8Gj16NDp37oytW7di6NChEELgwQcfxN69e7Fnzx5ERUXVOk4iIqqewwmpBQsWYMeOHdixYwe2bNlinS0lSRI2btyIyMhI9OnTh2/gRHTdsRgNKE7ZC1PuxVq1Yyq8Av2pvbAYiuDRoR8UXn7Wa65MRkkKJbQto3l6HhGRmylP5LhbQmr16tUAgFWrVtW4TkZGBg4cOIDvv//emowCgLi4ODRp0gQnTtTuJNpyQ4YMwebNmzFw4ECH6gsh4OnpaU1GAbDO1DIYyvaA/P777/Hbb78hOTkZERERLomTiIiq53BCatasWdb/PnbsGLZv347t27fjzz//RFJSEpKSkiBJEnx9fdG7d2/07dsXffr0qfL0PSIid2cquIzik0mwlOpr3IawWGA4dwKGzBMAymZX6VMPwDN6oMuXQiv9Q6ANj4ZMqXZpu0REVHsJCQkIDg7Gjz/+iKVLlyIlJQWtW7fGW2+9heHDh1d576uvvupUXzNmzECTJk1qHqyTQkNDkZOTA7Xa9t+foqIilJSUVLrMr66NGzcOY8aMwfz58/HKK6/gypUruP/++xEYGIhBgwYBAN5991307NkTjz32GJKSkmAwGDBgwAC88cYbiImJaZC4iYhuBJJwwREfly9fxp9//mmToCopKYEkSTCbza6Is9HKz8+Hj48P8vLyuAadqBERQsBw/hRKMo7UaomeWV8AfcpemItyrWVyjybQRnaDXOu6pXQytQ7a8Bienkd0g+HnjMbDbDbD19cXBQUFiIqKwtixY5GTk4PPP/8cQggcP34coaGhld7v7BcYqampCA8Pd+qeiRMnIiEhAWlpabWqc7U5c+bgrbfewsGDB12ykkKSJKdmSAHAwoULMXfuXISHhyMnJwfBwcFYvXo1OnTogEuXLiEwMBBCCPTq1QujR49Gbm4uPv/8cxQWFiIhIQHdu3evddxERGTPJUct+fv74/bbb8ftt98OADAajdizZw/+/PNPVzRPRFSvLKZS6FP2wphzocZtCCFQeikNJWeSAUt5Yl4q22C8RRvXbTAuSVA3bwVNaHuenkdE5MbK948aOXIkvv/+e+tMonbt2mH69OnYvn07xo4dW+n9LvgOud5t3LgRixYtwuzZs51ORgkhUFRUVOE1vV6PwsJCmzKNRgOFouJ/Bx9++GHEx8fj8OHDAMqW/YWEhAAA9u/fDyEE7rjjDqxdu9aa+Js+fTo6deqEp59+mr/TEBHVkTo5ckmpVKJnz5549tln66J5IqI6YyrMQeGhhFoloyylJSg+vhMlaQetySiZxgMeHftBE9LOZckouc4Hnh37QxsezWQUEZGbK98/6qOPPrJZ1la+JOx6O836xIkTuPfee9G/f3/MmTPH6fvT09Ph5eVl9wMAI0aMsCtfuXJlpe10794dYWFhOHXqFJYvX44//vgDQ4YMQXFxMbKzswEAzz//vM2fQXBwMCZPnoydO3eioKCgBiNARETV4W8wRER/M1xIgT49GRCWWrVTnLIH5vxs62tV8whoQju4LGkkyeRlM62CW7tuphUREdWphIQEtG3bFmFhtgdOpKSkAAC6dOlS5f3uvofU1a5cuYKRI0fC29sb3333HeRy5w/uCAoKwrZt2+zK+/Xrhw8++MBuvNq2bVthO0899RS8vLywdu1aKJVKREZG4uabb0bXrl3x0UcfoU2bNgAArVZrd29ERASEECgsLLQmw4iIyHWYkCKiG54wGVF8ei+MV867pD1ty2gUHt5Sdtpdqy5QNmnuknYBQOEdAG2rWMg1rtt/ioiI6pbZbMb27dvx4IMP2pRbLBZ88skn6N+/f6UJlXLz5893qs+JEyc2SELKZDLhnnvuQWZmJrZv346mTZvWqB21Wo2+fftWeC06OrrSa9fatGkTHnnkEZuT/zp16oSYmBhs2bLFuuVIUlISbrrpJpt709PT4eHhUeNnICKiqjEhRUQ3NFNRLopP/AWLobjGbQiLGZLsn29/5Tpv6Np0h9zTDzKlyhVhliW3WkZD1TSs+spERORW9uzZg/z8fAwePNhaVlJSgkceeQRHjhzBjh07qm2jsewh9dRTT2HTpk2Ij49HbGxspfUyMjKq3MTdVby9vfHXX39BCGFdkpednY3Tp0+jU6dOiIqKQocOHfDOO+9g3Lhx1plQFy9exPLlyzF69GibvanqK24iohuBW6/12L17N0aMGAFfX194eHjg5ptvxqpVqxy+PyEhAQ888ADat2+PJk2aQKfToV27dnj44Ydx/PjxCu8JDw+HJEkV/kybNs1Vj0ZEbsBw4TQKk7fWOBklLGbozySjMHkbhMX2RFGlb6DLklFK/xB4db6FySgiokZq69atAIBXXnkFc+fOxfPPP4+2bdti3bp1+PXXX9GhQ4cGjtA1PvnkE3zyySfo0qULCgoKsGzZMuvPihUrrEm1RYsWISwsDPHx8U73IZfLndpva9asWUhMTERcXBzee+89vPHGG+jRowf0ej1mzJgBAPj4449x7tw5dO/eHW+99RYWLFiA7t27Q6VS4c0337S2VZu4iYjIntvOkEpISMCwYcOgUqkwduxY+Pj4YM2aNRg3bhzS0tIwa9asatvYuHEjEhMT0aNHD2tbR48exddff41Vq1Zh3bp1iIuLs7vPx8fH+g/U1a6dxktEjZMwGVGcuh/Gy5k1bsNcnI/ilD2wFOcDAErOHoM2rKOrQgQAyNQ6aMNjoPQNdGm7RERUv8aNG4d9+/Zhw4YNePPNNxEWFoZ7770XM2fOvG6Wgx04cABPPfUUAGDfvn2YOnWqzfXhw4dj0qRJAIBmzZrBy8sL/v7+lbZnsViQn59vV16+CXlubq5NuU6ng0pl/0XQ448/jtDQULz11lt47bXXoNFo0L17d6xZswadO3cGAAwYMABbtmzBvHnz8NZbb8FkMmHIkCF49913ERwcbG3LkbiJiMhxknDD+b8mkwlRUVE4e/YsduzYYd20sKCgAL169cLx48dx5MgR6yaElSkpKYFGo7Er/+OPP3DLLbfgpptuwu7du22uhYeHAwDS0tJc8iz5+fnw8fFBXl4evL29XdImEdWcuSgPRSd3w1JSWH3lCgghUHohBSUZR//Z/FySQRPaHuqg1q4JUpKgDmwFTUh7np5HRFXi5wy6XqWlpSEiIsLh+itWrMDEiRPrLiAiInI5t/xNZ9OmTUhJScGkSZNsTtDw8vLCnDlzMHbsWKxYsQJvvPFGle1UlIwCgMGDB8PX1xenTp1yadxE5N4Ml9JQknbIbnmdoyyGYhSn7IO54J8T9GRab+had4Vc5+OSGOU6H2hbxULh6euS9oiIiBqjyk7Zq0x1m8ITEZH7ccuEVEJCAgBg6NChdtfKy7Zs2VLj9nfs2IGcnJxKT+cwGAz46quvkJmZCV9fX/Tu3ds6pZeIGh9hNkGfegCl2Rk1u18IGC+fhT7tIGA2WctVQa2hCYmy2dC8piSZHOoW7aAObg1Jcuvt/YiIiOpcVafsERHR9cEtE1InT54EgAqX5Pn6+iIgIMBaxxEJCQlISEiAwWDAyZMn8csvvyAgIABLliypsP6FCxfspvwOHz4c33zzDQICAhx/ECJqcObifBSf3A2zvqBG9wshoE/ZY7PflKTSQhfZFQpv17wfKHyaQhvRGXKNp0vaIyIiIiIicndumZDKy8sDULa5eEW8vb1x9uxZh9tLSEjA/Pnzra9bt26N+Ph4dOvWza7uww8/jAEDBqBjx45Qq9U4cuQI5s+fj3Xr1uGOO+7A9u3bqzzZw2AwwGAwWF9XtBkjEdWP0qwz0KceqPESPQCQJAkyjYf1tTIgBNqWMZAUylrHJymU0LaM5ul5RERERER0w7kh1oW8+uqrEEKgsLAQf/31F6KiotCnTx+sWrXKru7cuXMxYMAABAQEwMvLCz169MAvv/yCvn37YseOHfj111+r7GvRokXw8fGx/oSGhtbVYxFRJYTZhOKUvShO2VurZFQ5dXA7KHyaQdf6Jugiu7kkGaX0D4FX51uYjCIiIiIiohuSWyakymdGlc+Uulb5iTLO8vDwQPfu3fHf//4XUVFReOSRR5CVlVXtfTKZzHpM7fbt26us+/LLLyMvL8/6k5FRsz1riKhmzPoCFB7eitKsMzW7vygXpZfSbcokmQweUb2g9G9R6/hkKi082vWER5ubIFOqa90eERERERFRY+SWCanyvaMq2icqJycH2dnZFe4v5SiFQoG4uDgUFRUhKSnJoXvK944qLi6usp5arYa3t7fNDxHVj9LsDBQe2gKz3vmlskJYUJJ5HIXJW6FPOwBzUa7L41MHRsKr82AofQNd3jYREREREVFj4pYJqQEDBgAANmzYYHetvKy8Tk2dO3cOQFlyyhG7du0CAISHh9eqXyJyPWExo/j0fhSf2gNhMVV/wzXMJYUoOpIIw9ljgBCAEDCcT3FZfHKdNzw7DYA2PBqS3C237iMiIiIiIqpXbpmQGjx4MFq1aoVVq1Zh//791vKCggK8/vrrUCgUNqfgZWdn49ixY8jOzrZpZ+vWrRBC2LW/YcMG/Pe//4WPjw969+5tLT9y5Ahyc3Pt6icmJmLx4sVQq9UYPXp0rZ+PiFzHXFJYtkTvUprT9wohUHopDYWHEmAuzLGWq1u0hbZVl9oHJ5NBE9oBntEDofD0rX17RERE15GTJ0/irrvuQkBAAAICAvDYY4+hsLDQoXv37NmDW265BVqtFn5+fnjggQeQmZlpV8/RPpYsWQJJkmx+xo8fX+tnrExtnt2Re7/++mvExsbCw8MDrVu3xrvvvlvh70W1iYOIqLbc8qt6hUKBZcuWYdiwYejXrx/uv/9+eHt7Y82aNUhNTcWCBQvQtm1ba/0PP/wQ8+fPx7x58/Dqq69ay++44w4EBASge/fuCA0NhV6vx8GDB7F161YolUosW7YMHh7/nJ61evVqvP322xg8eDDCw8OhVqtx+PBhbNiwATKZDJ9++inCwrgBMZG7KL2cCf3pfRBm52dFWYwl0J/eD1PuRWuZTO0BbWRXKLz8ah2bwjsA2laxkGs8a90WERFRbT333HNIS0vDDz/80NChAABOnTqFnj17wt/fHzNnzkRubi4++OADJCcnY9OmTVWuYjh48CD69euH9u3bY8GCBbh48SI++eQT7NixA/v377fuNetoH0ajEYsXL0a3bt0wbdo0az+DBw92u2d35N4lS5bg2WefxW233YZJkyYhKSkJL7zwAsxmM2bOnOmSOIiIXMFt32Xi4uKQmJiIefPmYfXq1SgtLUXHjh3x+uuvY9y4cQ61MX/+fKxfvx6JiYnIysqCJEkIDQ3FlClTMGPGDHTs2NGuz6NHj2Lv3r3YsmULSkpK0Lx5c9x333145plncPPNN9fFoxKRk4TFjJL0wzBcTK3R/cYr56FP3Q9hKrWWqZq1hCasU62X1EkKJbRhnaBq1rJW7RAREbnSLbfcYreaoCE9+eSTUKvV2LlzJ/z8yr4I6t+/P4YPH47ly5fj0UcfrfTeSZMmITo6GomJiVAqy06+vfXWWzFo0CAsW7YMzz33nFN9fPPNNzh79ixWrlxZ421BNm7ciG7dusHXt/oZ0bV59uruveeeezBnzhxMmTIFn3/+ufW+zMxMxMfH2ySkahMHEZErSKKiuZvkMuUnAubl5XGDcyIXMJcUofjk7hpvOi4sFhQe2gxLSdl0dEmhhrZVrEs2Glf6t4C2ZTRkKk2t2yIicgQ/Z1BjlJGRgbCwMMyZMwevvfaazbVu3bpBCIG9e/dWem9ERAS+//573HnnnTbXfH19ce+99+Kzzz5zuA+LxYIOHTpYEzNarbZGzyRJEjZv3oyBAwdWWa+2z17dvXv27EFycjJatGhhTY4JIdC9e3f4+flZ9+OtTRxERK7itjOkiIiuZbxyDsUp+yDMxhq3Iclk0LXuhsLkrVD4NIe2VSxkSnWt4pKptNBGdObpeUREVKU1a9bg9ddfR3JyMiRJQsuWLTFv3jyHZ/8DwLRp0/DZZ58BADw9PXHlyhUolUoMGjQImzdvBgC0a9cOx44dw9GjRxEdHQ2z2QwA6NKlS42SDFdvieGIGTNmoEmTJpVe37lzJ4Cy7TWudffdd2PWrFnIz8+vMMkaGhqKnJwcqNW2/3YXFRWhpKQEQUFBTvWRmJiI48ePAyhLaMXFxeHtt99GdHS0Yw/rpNo8uyP3FhQUoFOnTgAAi8WCvXv34p133sGRI0ewadMml8RBROQqTEgRkdsTFgtKziTDcMH5k++ExQJhKrWZtST3aALPjgMg03lDkqRaxaYObAVNaAeenkdERFX6/PPPMX36dDz99NNYsGAB1Go1vvvuO/z6669OJaReeeUVnDt3DtHR0bjzzjutS9Y++eQTHDx4EM8//zz+85//AADatGmDzZs3w2w2Y//+/fjXv/5Vo9jnz5/vVP2JEydWmZA6e/YsAFS4N2v5idanT59GbGxshfd7eXnZlb355pswm80YO3asU30MHToUZ86cwblz55CYmIiPPvoIXbt2xfvvv4/p06dX+gw1VZtnd/beqVOn4osvvgAAPPDAA4iJiXFJHERErsLfoIjIrVkMxSg6udvmFDxHmfUFKD61B5IkwaNDP0iyfw4WlXv41Couuc4b2ohYl2yATkRE17esrCzMmDEDK1euxH333Wctv+WWW5xuKzQ0FAMHDkRubi66d+9uLW/Xrh3Onj2L2NhY6+wehUKBfv361Tp+V+/wodfrAaDC/ZYCAgIAwKmT3jZu3IhFixZh9uzZiIqKcqoPhUKB0NBQhIaGokePHpg+fTruuusuPPXUU4iLi0P79u1t7hVCoKioqNLnujZujUZjszl4bZ7d2XvHjBmD/v374/vvv8eqVauQnZ2N9evXQ5Ikl/8ZEBHVhKz6KkREDcOYcx4FhzY7nYwSQsBwIQWFhxJgKc6DuSgXhnMnXBOUTAZNaAd4dhrIZBQRETnkf//7H1q3bm2TjKqNTp064fDhwwCAY8eOYcWKFQCAQ4cOWZdrubNmzZoBAPLy8uyulSdKKpoFVZETJ07g3nvvRf/+/TFnzpxa96HVavHll18CAL777ju76+np6fDy8rL7AYARI0bYla9cudLm/to8u7P3jhgxAhMmTMDPP/+MV155BRs2bLDuIeXKPwMiopriDCkicjtCWFBy5ggM5085fa/FoIf+9D6Y8rOsZTKNp0v2d1J4B0AbEQu51rPWbRER0Y3j3LlzaNu2rcvauzohNXPmTPz000/WssGDB7usn3Ku3kMqJCQEAJCammqdjVPu1KlTNnWqcuXKFYwcORLe3t747rvvIJfLXdJHYGAg/Pz8cP78ebtrQUFB2LZtm115v3798MEHH6BLly425df+udcmrtrc+/TTT2PhwoXYv38/hg0b5rI/AyKi2mBCiojcisWgR/Gp3TAVXHH63tLLmdCnHgCu2vRcVb7Hk0xexZ1VkxRKaMI6QtW0Za33nCIiohtPYGAgjhw5UuG1nJycCpdNVSU4OBi5ubnIz8/Hpk2bEBkZifXr1+PIkSN4+umnXRGyDVfvIdW3b19oNBqsX7/eZtkhAGzYsAHt2rWDv79/lX2YTCbcc889yMzMxPbt29G0aVOX9XHhwgVkZWWhRYsWdtfUajX69u1b4X3R0dGVXnNFXLW5t7i4GMA/y/Fc8WdARFRbXLJHRG7DmHMBBYc2O52MEqZSFJ/aA/2pJGsySlJq4BHVC9qW0bVKRin9W8ArZjDUzcKZjCIiohoZMWIETp8+jX//+9825UlJSWjdunWN9miKiorCsmXLIEkSHn74YWzcuBEnT55Eu3btXBW2lRDCqZ/yTbEr4+npidtuuw2fffYZrlz559/8hIQEbNiwAZMnT7apn5GRYdfGU089hU2bNuGLL76ocONtR/s4dOiQzX1msxnPPPMM5HK5dYN0V6rNszt6b2Jiol2/CxYsgEqlwvDhw2sUBxFRXZCEq3cpJBv5+fnw8fFBXl4ej00lqoQQFpRkHKvRPk/CbELBwU0QpXprmdK/BbThMZAUqhrHJFNpoY3o7JKlfkREdYWfMxqPDz/8EE8++STuu+8+3H777ZAkCfPmzcODDz6IefPmOd3e9OnT8euvv6JTp0547bXX0LNnT7Rp0wbJycnWOsXFxdi9ezeEENi/fz/efPNNxMfHAwAiIyMRGhrqsudz1tGjR9G9e3e0aNECU6dORXZ2Nv7973+jY8eO2Lp1KzSastNxFy1ahFmzZuHbb7+1Jog++eQTTJ8+HV26dLE7CU8ul2PixImQJKnaPnJychAZGYmuXbtizJgxKCoqwo8//oikpCQsWbIEM2bMcPh5FAoF/vjjDwwYMKBOn726ew8cOICePXti6NChuO2221BQUICff/4Zu3btsnsmR+MgIqorTEjVMX5QJKqapVSP4pNJMBVcrnEb+vTDKL2QAsgV0IZ3hiqgdnseqJtHlC3zUyhr1Q4RUV3j54zG5bvvvsOiRYtw7NgxBAcH47HHHsPzzz9foxm4//d//4eHHnoIy5cvx4QJExAVFYW4uDh8+umn1jo//fQTRo0aVeH9kydPxrJly2r8LK6wd+9evPTSS9ixYwd8fHxwxx13YNGiRfDx+eck3OXLl+OZZ57BDz/8gCFDhuDAgQO46aabYDKZKmxz+PDhWLduncN9rFu3Dm+++Sb27t0Ls9mMrl274qWXXsLIkSMrbN9isSA/P9/hZ9TpdFCp7L8gq8mzO3rvV199hQ8//BCHDx+GXC5Hly5d8Pzzz1f4d8GROIiI6goTUnWMHxSJKmfMvYTilD0QRkOt2hEWM0rSD0Md3BYytbbG7ci13tC2iuXpeUTUaPBzBlH9SktLQ0REhMP1V6xYgYkTJ9ZdQEREjRg3NSeieieEgOHsMZRkHnf+vvMnIckUUAe2spZLMjm0EZ1rHpBMBk2LdlAHtYEk49Z6RERU/xSK6j+WDxs2DP/73//qIRqqTGWn7FXGlacrEhFdb5iQIqJ6ZSktQfGpJJjys527r6QIxaf3wlxwBZBkUHgHQK6r/WwAhZc/tK1iIdd61botIiKimqpsCRq5l6pO2SMiIucwIUVE9caYl4XiU0lOLdETQsCYfQb6tEOAxfx3oQWmgsu1SkhJciU0YR2hataSp+cRERERERHVMyakiKjOCSFgyDyOkrPHnLrPYjRAn3oAppzz1jJJrYMusisUXv41jkfpFwRteAxkqprvN0VEREREREQ1x4QUEdUpi9FQtkQvL8up+4w5F6BP3W8zm0rZNAzasE41Pv1OptJAG94ZSr+gGt1PRERERERErsGEFBHVGVN+NopPJcFSWuLwPcJsQsmZZJReSrOWSQoVtBGdofQLrnEsqmbh0IZ1rHEyi4iIiIiIiFyHCSkicjkhBAznTpQt0RPC2bthzLtkfaVo0hzaiFjIVJoaxSLXekEbEQuFd82X+BEREREREZFrMSFFRC5lMRpQnLIHptxL1VeugCRXQhfZFUXHdtZu03FJBk2LtlAHt4Ukk9UoFiIiIiIiIqob/C2NiFzGlH8ZhYcSnEpGmfUFsBiKbcoUXv7w7jIE6ubhNUpGyT394BU9EJqQKCajiIiI/paUlISePXsiICAAffv2xaFDhxo6JCIiuoHxNzUiqjUhBEoyT6DwaCIspXqH7zFcTEXh4S0oTtkLcc3SPkmhcjoOSa6ANjwGnh37Qa7zdvp+IiKi61V2djbGjBmDxYsXIysrC3feeSfuuuuuhg6LiIhuYJK49rdAcqn8/Hz4+PggLy8P3t78BZkav2WLF6MwPx+e3t6Y8uyzfy/R2wtT7kWH27CU6qE/vR+mq/aK0oR3hrp5eI3jUvoGQhveGTK1tsZtEBE1NvycQY7atGkT/vjjDyxcuBAAUFBQAG9vb1y8eBHNmjWrkz4vXrwIk8mEFi1a1En7jU1GRgZCQ0MbOgyHuVO8Z8+exaFDhyCTyTBs2LCGDoeIXIQzpIjIKcsXL8b78+dj+eLFMBWUL9FzPBllvHIOhYc22ySjVM0joAoIqVE8klINXZvu8GjXk8koIiKiSgwaNMiajAKAbdu2ISgoCP7+9od+CCEQFhaGzz77rMb9nT17Fi1atMDvv/9uU56Xl4cHHngAPj4+aNOmDd544w2UlpbWuJ/KfP3114iNjYWHhwdat26Nd99912429tXMZjPCw8u2Cqjop6LZZEuWLLGrN378eLt6ycnJGDNmDAYMGFBp/xWN+Z49e3DLLbdAq9XCz88PDzzwADIzM50cCec5Eu+1duzYgVtvvRVNmzZF06ZN8cADD+D8+fPW6zUZXyEEvvzyS0RFRSE0NBQjRoxAQkKCKx6RiNwENzUnohoRZhMKjyQ6fIqeMBmhTz8EY3aGtUxSqqFt1QXKJs1rFIOqWTi0YR0hKZQ1up+IiOhGdOnSJUyfPh3vv/8+5HK53fXt27fj/PnzGDNmTI37MJlMMJvNduUvv/wy1q5di5dffhnZ2dn4+OOP8cwzz9S4n4osWbIEzz77LG677TZMmjQJSUlJeOGFF2A2mzFz5swK78nNzcXs2bPtyk+cOIF33nnHLmFiNBqxePFidOvWDdOmTbOWDx482KbeY489hqVLl0KhUCAoKKjSmK8d84MHD6Jfv35o3749FixYgIsXL+KTTz7Bjh07sH//fvj4+Dg8Hs5wNN6rbdq0CcOGDUNsbCxmzZqFvLw8LF26FEOHDsXu3buh0WicHt+ioiKMHz8ev/32G6ZNm4YVK1agQ4cOnAlKdJ1hQoqIakSYTQ4no0z52WX7RF21v5TCNwjaiFjIlM7vFSXTeELXKhYK7wCn7yUiImpoe/fuxZNPPondu3fDaDTim2++wYMPPlgvfRsMBtx5550YPXo07rnnngrrxMfHY9CgQQgIcP2/s7/88gseeughzJkzB0BZ8kjmwgNIrly5gjlz5mDKlCn4/PPPreWZmZmIj4+vNCHl7++PKVOm2JXPmjULarUao0aNsin/5ptvcPbsWaxcubLKmUSXL1/GunXrsGrVqipn91w75pMmTUJ0dDQSExOhVJZ98Xbrrbdi0KBBWLZsGZ577rlK26oNR+O92scff4zAwEBs27YNGo0GADB69Gh07twZW7duxdChQ50aXyEEHnzwQezduxd79uxBVFSUS56NiNwPE1JE5DBTwRVYjAan7jHrC1F0dPs/BXIFtC1joAwIcf4EPUkGdVBraELaQZLZf6NLRETk7i5cuIBBgwZhypQp+Pjjj6FWqxEcHFxv/U+ePBk+Pj545513KrxusVjw/fffY9GiRXXS/9mzZxEYGGh97cpkFAD4+vpi586dNvtWCSGQn5+Ppk2bOt3ed999h+HDh9vMSLJYLHj77bcRExODm2++ucr7V69eDQBYtWpVpXWuHfOMjAwcOHAA33//vTUZBQBxcXFo0qQJTpw44fRzOMqReK8lhICnp6c1GQXAOl4GQ9WfGysa3++//x6//fYbkpOTERER4Uz4RNTIcA8pInKI4fwpp5bolZNrPaFqFl72317+8IqOg6ppqNPJKLmnL7w6DYA2rAOTUURE1GitWLECISEhePfdd9G5c2dERUVVuAzp2LFjWLNmjcPt/vXXXwgPD7ebObN582Z06dIFP//8M9544w3s2bMH8fHxFS7VK6+fk5NjXUI1e/ZsTJw4ER999JF1T6bOnTtj06ZNNvclJCSgb9++0Ol0iIiIwOLFi22uT5w4EZIkQQiB+fPnQ5IkDBw40KaOEAKFhYUO/5hMJrv4JUlCp06d4OvrC4vFgqSkJIwdOxZHjhzBa6+95vB4AsCuXbtw+vRp3HfffTbl69evx/Hjx3Hw4EH4+vri1ltvxaFDh5xq+2rXjnloaChycnIwYsQIm3pFRUUoKSmpcCmdK8aupsaNG4djx45h/vz5MJlMuHTpEu6//34EBgZi0KBBld5X2fi+++676NmzJx577DEEBATAy8sLI0eOxMGDB10WMxG5ByakiKhKwmRE0fFd0KcfBoSl+vpC2G0aqgnrCE14DDza94FMrXOqf0mmgLZlNDw79ofco272SyAiIqovKSkpDi1BioqKwsqVK7Fnzx6H2v3rr79w6dIlLF68GIcPHwYApKWl4d5770VMTAyUSiVmz56NM2fOIDIyEgEBAQgICMCOHTts2omPj8fQoUPRpEkTAEBiYiJWrVqFmTNnYtCgQZg/fz6uXLmCUaNGIT8/HwDw008/YciQISgsLMS8efMwduxYfPHFFzbtTpkyBStWrAAAjBo1CitWrMBLL71kUyc9PR1eXl4O/6xcubLKMZk6dSq6d++O1atX46677kJMTIxDY3n1WGi1Wtxxxx025UOHDsWZM2ewc+dOLFy4EMePH0fXrl3x8ccfO9X+1f1cPeYA4OXlBZXKdluDN998E2azGWPHjrVrw9Vj54zRo0djwYIFeO2119CuXTtERUUhPz8ff/zxBzw8PKp87mvH99KlS9i9ezc2b96M/Px8vPTSS3j66aexe/du9OrVC7t373ZZ3ETU8Lhkj4gqZSrMQfHJ3bAYih2qbzEUozhlH1QBIVA1a2ktl+QKqJs7P+Va0aQ5dBGdnU5iERERuasWLVogMTERFoul2uVqn332GYYMGYLly5ejW7duVdZ94oknIJfLMX36dPz111+IiIjAqFGjEBkZiaVLl0KtVsNiqfqLJaPRiDVr1uCDDz6wKZckCdu2bUOXLl0AAEFBQXjwwQdx7NgxdOzYEZMnT8aAAQPw66+/WpMogwYNwtChQ61t9O3bF3379sWkSZMQGxuLiRMn2vUfFBSEbdu2VRnj1dq2bVvl9TFjxqB///74/vvvsWrVKmRnZ2P9+vUOzdK2WCz4z3/+g5EjR9olVRQKBUJDQxEaGooePXpg+vTpuOuuu/DUU08hLi4O7du3d/gZKhvza23cuBGLFi3C7NmzK0xounrsnPXwww8jPj7emgwdMmQIQkIqP0G5svHdv38/hBC44447sHbtWuuf1fTp09GpUyc8/fTT+PPPP10aOxE1HCakiKhChvMp0J9JdnhWlDH7LPTpBwGzCfqiHMi9AyDXVP6tWFUkpRralp2gCgit0f1ERETuavLkyfjggw8wYcIEPPHEE9WeltaxY0f0798fn376KcaPH19l3XvvvRfTp0/H5cuXMXHiRGRnZ2P37t1Qq9UOxfb777+juLjYbkZQz549rckoANb9mYqLi7F+/XpkZ2fjzTfftJnR06ZNG4f6vJparUbfvn2dvq8y5UveJkyYgNmzZ2PhwoXYsGEDhg0bVu2927ZtQ2Zmpt1ysopotVp8+eWXCAkJwXfffYdXX33V4RgrG/OrnThxAvfeey/69+9v3Qz+Wq4eO2ekp6ejT58+6Ny5M9auXYstW7bgxRdfxJAhQ7B582bodPZfLFY2vtnZ2QCA559/3iZxGBwcjMmTJ+O9995DQUEBvLy86vahiKheMCFFRDaEyYji03thvHLeofoWYylK0g7AeOWctUxSqCBMpQCcT0ipAkKhadkJMqVjH56JiIgak7CwMOzatQvPP/88hg4dal32Vp3JkydDqVRWuFyrnL+/PxQKBT777DNkZmZiy5YtTm2YHh8fj9tuu83ul/2qZhSdPHkSQFnirLYsFovD4wEAOp3ObllbZZ5++mksXLgQ+/fvdyghFR8fD09PT7t9nCoTGBgIPz8/nD/v2Oenq/upaMzLXblyBSNHjoS3tze+++67Svf+qsuxq85TTz0FLy8vrF27FkqlEpGRkbj55pvRtWtXfPTRR3jhhRfs7qlsfMuTV1qt1u6eiIgI615ZTEgRXR+4hxQRWZkKc1BwaLPDyShj7iUUHtpkk4xSBoTAKzoOCk9fp/qWqXXwiOoNXetuTEYREdF1rW3btvjpp5+Ql5dn3Xuxsp8JEyage/fuOHz4cJXJKKBsdonJZEJKSgqWLl1a7QlwVzMYDPjxxx8dmhF0NU9PTwDAxYsXbcrNZrNT7QDAmTNn4Ovr6/CPMyfBFReXbT8QEBBQbV2TyYTvv/8eo0aNqjAxUpELFy4gKyvL5nS/6lQ35iaTCffccw8yMzOxdu3aKk8JrMuxq86mTZswYsQImxMBO3XqhJiYGGzZsqXC56psfMuXIyYlJdndl56eDg8PjxqdlkhE7okzpIgIAGC4cNrhjcsBQJiNKD7+z0aokkIJbXhnKP0d/yBWdqMEdWAkNCFRkOR8SyIiIir3008/wWQyYdu2bQ4tu0tOTgZQtoF4dcv7rvXrr7/CbDbjtttuc+q+/v37AwA+/PBDvPvuu9by8g2+rz3opCqu2gcpMTHRbvnaggULoFKpMHz4cGtZRkYGQkPttwfYuHEjsrOzK00UHTp0CNHR0dbXZrMZzzzzDORyebVJw6tVN+ZPPfUUNm3ahPj4eMTGxlbZVn3vIXX12Hl7e+Ovv/6CEMI6my47OxunT59Gp06d7O6tanyjoqLQoUMHvPPOOxg3bpx1JtTFixexfPlyjB49GgoFPy8SXS/c+v/m3bt3Y968edixYwdKS0vRsWNHzJgxAw888IBD9yckJGDp0qXYt28fzp8/j9LSUoSGhqJPnz6YOXMm2rVrVyf9EjUmZUv09tnMcqr6hrKElTD/c1ywwqcptK26QKZy7FvEcnIPH2gjYp2eTUVERHS9O3XqFH755Rd8/fXX1W5+DgCXL1/GpEmTAKBGewnFx8fjjjvuqHC/n6rExMRg7NixeO+995CRkYE+ffpg+/btWL16NQCgpKTE4bZcsQ/Srl270K9fPwwdOhS33XYbCgoK8PPPP2PXrl1YsmSJdQbTokWLMGvWLHz77bd2SaT4+Hj4+PhUuLTv/Pnz6NGjB7p27YoxY8agqKgIP/74I5KSkrBkyRKnEj1Vjfknn3yCTz75BF26dEFBQQGWLVtmvSaXyzFx4kSbpZT1uYfUtWM3a9YsPPHEE4iLi8Ptt98Og8GA5cuXQ6/XY8aMGXb3VzW+QFkyc/jw4ejevTsmTZoEo9GIpUuXQqVS4c0336zjpyOi+uS2CamEhAQMGzYMKpUKY8eOhY+PD9asWYNx48YhLS0Ns2bNqraNjRs3IjExET169LC2dfToUXz99ddYtWoV1q1bh7i4OJf3S9RYmIpyy07RKyly/Kar95GQZNCEdYSqeYRDJ9b8c5sc6pAoqIMiIUlcOUxERHStiIgIfPzxxw4lo8xmM+677z7k5eUBKNtLyhlFRUX45ZdfaryM68svv0SLFi2wcuVKrF27Fl26dMHq1avx/PPPV3nSWl3o0aMHvvzyS3z44YeYOXMm5HI5unTpgrVr12LUqFHWes2aNYOXl5fdWBkMBqxduxZ33XVXhXssBQUF4YcffsCbb76JuXPnwmw2o2vXrvj5558xcuRIh+OsaswPHDiAp556CgCwb98+TJ061eb68OHDrcnHhnDt2D3++OMIDQ3FW2+9hddeew0ajQbdu3fHmjVr0LlzZ5t7qxtfABgwYAC2bNmCefPm4a233oLJZMKQIUPw7rvvOrUnGhG5P0k4M4+2nphMJkRFReHs2bPYsWOH9VSPgoIC9OrVC8ePH8eRI0eqPb2jpKQEGo3GrvyPP/7ALbfcgptuugm7d+92eb9Xy8/Ph4+PD/Ly8uDt7e3wfUR1zXDhNPRnDgPVHAF9rWF3TMGlrMto2sQT69Z8DLnWuU0lFd4B0LaKhVzj6dR9RERkj58zCABmzJiB5cuX4//+7/8watQofPXVV3jooYcaOiwiIqIqueXUhE2bNiElJQUPPPCAzRGzXl5emDNnDkwmE1asWFFtOxUlowBg8ODB8PX1xalTp+qkXyJ3JkxGFJ3cDX3awWqTUUIIlF5Kh6W0bLr95i27cCUnFwCQU6jH1r+OONyvpFBC16oLPDv0ZTKKiIjIRb7++mv8+9//xqpVq6xLttatW9fAUREREVXPLRNSCQkJAIChQ4faXSsvq+jEBkft2LEDOTk5dpvs1XW/RA3NVJSLgsMJMF7OrLauxViC4hO7oE/dD/3pfdiUsBPPvvQmTKayU3NMJjOee/ktbN6yq9q2lP4t4BUzGKpmLWv9DERERFRm9+7dePTRR7FgwQLcfvvt8PX1RXBwMOLj4zFv3jwUFBQ0dIhERESVcss9pE6ePAkAFS6N8/X1RUBAgLWOIxISEpCQkACDwYCTJ0/il19+QUBAAJYsWeLyfg0GAwwGg/V1fn6+w3ES1SXDxVTo0w85tETPeOU89Kn7IUylAABT3iUsX5FgV08IgS++/gFxA3pU2I5MpYU2ojOUvoG1ip2IiIhsXbx4EaNHj8bIkSPx8ssvAwAkScK8efMwbdo0pKWlQat17rARIiKi+uSWCanyDRl9fHwqvO7t7Y2zZ8863F5CQgLmz59vfd26dWvEx8ejW7duLu930aJFNn0RNTRhMqI4db9Ds6KE2Qh9+mEYs85YyySFGtpWsTh95tsK70lJzaiwXN08AprQDpAUypoFTkRERJXy9fXFoUOH4Olpuwz+kUcewd133w1fX1+nDhwhIiKqb265ZM/VXn31VQghUFhYiL/++gtRUVHo06dPjU8SqcrLL7+MvLw8609GRsW/rBPVB3NRHgoOb3EoGWUquIyCQwk2ySiFbyA8Y+Kg9A1EZERohfddWy7XesOzYz9oIzozGUVERFRHVCoVmjRpAoXC/vtlPz8/JqOIiMjtuWVCqnyGUvmMpWuVnyjjLA8PD3Tv3h3//e9/ERUVhUceeQRZWVku7VetVsPb29vmh6ghGC6moiB5CywlhVXWExYLSjKOoOhIIoShuKxQJoc2Iha6NjdDplQDACZPuNvuw60kSXh4wpi/X8igCYmCZ/RAKLycO26aiIiIiIiIbixumZAq38Opov2acnJykJ2dXeE+T45SKBSIi4tDUVERkpKS6q1fovpgPUUv9YBD+0WZ8rNgOPfP33m5px+8ouOgatbSJgEVN6AH3ls00/pNrEKhwHtvzkRc/x5QePnBK3ogNCFRkGRu+bZCREREREREbsQtf3McMGAAAGDDhg1218rLyuvU1Llz5wDAZppzffRLVJecWaJXTtmkOZQBIYAkQR3SHh4d+kKm8aiwbtyAHvDzLZsl6Ofrg0FxfaANj4FHh36Q6zgbkIiIiIiIiBwjCSFEQwdxLZPJhHbt2iEzMxM7d+5EbGwsAKCgoAC9evXC8ePHkZycjLZt2wIAsrOzkZ2djYCAAAQEBFjb2bp1K/r162e3zGjDhg0YOXIkdDodMjMz4eHhUaN+HVG+zC8vL4/L96hOGS6mQZ9+sNpZURZjKWRKlU2ZMBlhMRRB7tGk2n6G3TEFl7Iuo3nzpvgzPR0yNU/wISJqKPycQURERI2VW56yp1AosGzZMgwbNgz9+vXD/fffD29vb6xZswapqalYsGCBTVLoww8/xPz58zFv3jy8+uqr1vI77rgDAQEB6N69O0JDQ6HX63Hw4EFs3boVSqUSy5YtsyajatIvkTsoO0XvAIyXqz95svRyJvSpB6ANj4EqIMRaLimUkCuaONahVH6PiskoIiIiIiIiqhG3TEgBQFxcHBITEzFv3jysXr0apaWl6NixI15//XWMGzfOoTbmz5+P9evXIzExEVlZWZAkCaGhoZgyZQpmzJiBjh071km/RPXFXJSHopO7q9+43FQKfdoha9JKn3YQCi9/pxNKqmYtIVNqahwvERERNZykpCQ88cQTOHXqFKKiovDJJ58gOjq6ocMiIqIblFsu2buecCo91RXDxVTo0w9Vu0TPlJeF4tN7IUpLrGVK/xbQhsdAUqiquPMfMo0HtBGxUPo0Ra+QEFzIzERgixbYcbb6WVlERFR3+DmDHJWdnY1u3brh22+/Ra9evfDee+/h008/xalTpxo6NCIiukG55abmRFQ5YTah6GRStafoCYsZ+vRDKDr25z/JKLkS2shu0LW+ybFklCRBHdwGXjGDoPRp6qInICIiovp28OBBPPjgg+jduzckScKjjz6KlJQUXLp0qcFiMhqNOHToUIO1k5ubi+3bt9e6/8YkIyOjoUMgIrJiQoqoETEX5aHgUEK1+0WZi3JReHgLSi+ctpbJvQPgFR1ns3dUVeQeTeDVaSC0YR0hyeS1CZuIiIga2KBBg7Bw4ULr623btiEoKAj+/v4NFtPtt9+OJ598st7aGThwoM1hR926dcMrr7xS6XV3c/LkSdx1113Wg5wee+wxFBZWvW1DueTkZIwZM6baE8OXLFkCSZJsfsaPH29T5+uvv0ZsbCw8PDzQunVrvPvuu+CiGyKqCbfdQ4qIbDl6ip7xyjkUn0oCyj8YSDJowjpA1byVQx+yJJkc6pAoqIMiIUnMWRMREV1vLl26hOnTp+P999+HXN5wXzqVlJRUX8mF7URERCA7O9v62mw2V3kdAP7880906NABTZo0qXWctXHq1Cn07NkT/v7+mDlzJnJzc/HBBx8gOTkZmzZtgkJR+a91jz32GJYuXQqFQoGgoKBK6xmNRixevBjdunXDtGnTrOWDBw+2/veSJUvw7LPP4rbbbsOkSZOQlJSEF154AWazGTNnznTNwxLRDYMJKSI3V3aK3n4YL2c6VF/u5QdJroQwlUKm84EusivkOsf2FVH4NIU2IhZyjUf1lYmIiKhG9u7diyeffBK7d++G0WjEN998gwcffLBe+jYYDLjzzjsxevRo3HPPPfXSp7tYsWKFU9cPHz6M4cOH4+DBgw2ekHryySehVquxc+dO+Pn5AQD69++P4cOHY/ny5Xj00Ucrvffy5ctYt24dVq1ahYSEhErrffPNNzh79ixWrlxZ4UyqK1euYM6cOZgyZQo+//xza3lmZibi4+OZkCIipzEhReTGHD1F72oypQbaVrEwF+RAHRIFSVb9LCdJoYS2ZTRUTcNqEy4RERFV48KFCxg0aBCmTJmCjz/+GGq1GsHBwfXW/+TJk+Hj44N33nmn3vpsrJKSklBQUNDQYSAjIwPr16/HnDlzrMkoABg2bBi6du2Kzz77rMqE1OrVqwEAq1atqrSOxWLB22+/jZiYGNx8880V1vH19cXOnTvRokULa5kQAvn5+WjalHuNEpHzuB6HyE0ZLqaiIHlLlckoi9GA4tP7YDEabMqVvkHQhHVwKBml9G8Br863MBlFRERUD1asWIGQkBC8++676Ny5M6Kioio8IfHYsWNYs2aNw+3+9ddfCA8Px3PPPWdTvnnzZnTp0gU///wz3njjDezZswfx8fFVLtWbM2cO7rvvPsyfPx8tW7aEWq1GTEwMfvzxR5t6c+fOxW233YYvv/wSERER8PDwwK+//goAWLlyJWJjY6HRaBAQEIB77rkHx44ds+vLYDBg3rx5aN26NbRaLbp3745169bZ1Ll8+TImT56MwMBAeHp6olevXti8ebPT7fz8888YOnRopc999fW33noLkyZNAlC2lE+SJOzfvx9Hjx6FTCbD3Llz7WJUKpV4/PHHbcqFECgsLHT4x2Qy2cW1c+dOAMAdd9xhd+3uu+/Gvn37kJ+fX+lzOWL9+vU4fvw4Dh48CF9fX9x66612G8VLkoROnTrB19cXFosFSUlJGDt2LI4cOYLXXnutVv0T0Y2JCSkiNyNMRhSd3F3tKXrGnAsoPLQZxqwz0KcecHozSZlKC492PeHRpjtkSnVtwyYiIiIHpKSkICoqqtp6UVFRWLlyJfbs2eNQu3/99RcuXbqExYsX4/DhwwCAtLQ03HvvvYiJiYFSqcTs2bNx5swZREZGWjfG3rFjh11b27Ztw+rVq/Gvf/0L48ePx5w5c1BcXIy77roLGzdutNbbunUrtmzZgocffhj9+vXDnDlzoNFo8N5772H8+PHw9fXFggULMHXqVGzZsgXdu3fHgQMHbPrauXMnli1bhokTJ+KVV15BXl4eRo4caU1sAcCoUaMQHx+Phx56CAsWLEBRURFuv/12ZGZmOtXODz/8gN9//73SMbz6esuWLTF58mQAwDvvvIMVK1YgLCwM7du3x7Bhw/DZZ5/BYDDY3GsymTBu3DibNtPT0+Hl5eXwz8qVK+3iOnu27DCbsDD7Lw/Dw8MBAKdPn7a75oyhQ4fizJkz2LlzJxYuXIjjx4+ja9eu+PjjjyusP3XqVHTv3h2rV6/GXXfdhZiYmFr1T0Q3Ji7ZI3IjjizRE2YTSs4ko/RS2j/3FVyGKC2BpNY61I+6eQQ0oR0gKZS1DZmIiIic0KJFCyQmJsJisUBWzUzmzz77DEOGDMHy5cvRrVu3Kus+8cQTkMvlmD59Ov766y9ERERg1KhRiIyMxNKlS6FWq2Gp5mCUqykUCmzatAldunQBAEyfPh0dOnTArFmzcMstt1jrFRUV4amnnsL7778PoGw/oVtvvRX33Xcfvv32W+uBKk8//TQ6deqEGTNm2Mxu0ul0+PPPP9GyZUsAwFNPPYWOHTti5syZGDFiBPLz85GRkYFly5bh/vvvBwDccsstiI6Oxo4dO3D33Xc71I6zxo4di5KSEixfvhx33323NfEDAM888wyGDRuG+Ph4TJgwAUDZsrhWrVqhd+/eNu0EBQVh27ZtDvfbtm1buzK9Xg+gbMnctQICAgDA4dP2KqNQKBAaGorQ0FD06NED06dPx1133YWnnnoKcXFxaN++vU39MWPGoH///vj++++xatUqZGdnY/369W59SiERuR8mpIjchOHCaejPHK5yVpSp8Ar0p/bCYiiylimaNIe2VSxkSk21fci1XtC2ioXCq+GOeCYiIrqRTZ48GR988AEmTJiAJ554Aj4+PlXW79ixI/r3749PP/0U48ePr7Luvffei+nTp+Py5cuYOHEisrOzsXv3bqjVzs+E7tmzpzUZBQB+fn54+OGHsWjRIhQWFsLT0xNAWSLj6uVr69atQ2lpKebMmWOTnAgMDMSUKVPw7rvvQq/XQ6st+xKte/fu1iQSAHh7e2PixIlYsGABcnNz0aRJE5w8eRJKpRInT57Ezz//jD/++AOAbRLGkXZcZejQoejYsSPef/99TJgwAVlZWUhISMCsWbPs6qrVavTt27dW/TVr1gwAkJeXZ01AlStPVnl5edWqj2tptVp8+eWXCAkJwXfffYdXX33V5np5km/ChAmYPXs2Fi5ciA0bNmDYsGEujYOIrm9MSBE1MEdO0RMWCwznTsCQeQLA30vzZHJoW3aCsmnL6r+NkmTQtGgLdXBbh/aVIiIioroRFhaGXbt24fnnn8fQoUMd3vtn8uTJUCqVGDt2bKV1/P39oVAo8NlnnyEzMxNbtmyp8YbpFe0xFRISAgA2Calu3brB3/+fL7ouXboEoGzfpWuFhYXBbDYjNzfXmpCqSFBQEACgpKQEAHDu3DlMnz4d69atQ8uWLdGhQweHnuHadlzp6aefxiOPPILExEQcPnwYZrO5wpMSLRaLU/s76XQ6qFQqm7LycU9NTbVLSJ06dcqmjisFBgbCz88P58+fr7Le008/jYULF2L//v1MSBGRU5iQImpAZUv0/oKlpKjyOvoC6FP2wlyUay2Te/hC27or5BrPavuQe/pC16oL5Dr7DVNrYvKzz6IwPx+eFWzASkRERNVr27YtfvrpJ4fqTpw4EUeOHMHKlSsrXM51tezsbJhMJqSkpODrr7+u9LS0mjp58iSaNGlinbEDABqN7Qzt8iRQSkoKoqOjba4dPnwYXl5e1Z7IlpycbO2noKAA/fv3R5MmTbBlyxb0798faWlpFSa8qmrH1caPH49Zs2bh/fffx+XLl9G9e/cK/3zOnDnjUKzlVqxYgYkTJ9qU9e3bFxqNBuvXr0f37t1trm3YsAHt2rWzSQq6yoULF5CVlWVzql5FiouLAcAuWUZEVB0mpIgaiCNL9ADAXJhzVTJKgjqkHdTBbSBJVc90kmQKaMLaQ9W8lUvX80959lmXtUVERESV++mnn2AymbBt2zaHlt0lJycDAKZMmVLt8r7qnDt3DqWlpdbZOmfOnMEXX3yBBx98sMq9r4YPHw61Wo358+dj9erV1rrHjx/Hl19+icceewwKReW/ghw4cABffPEFJk+eDJlMht9//x0ZGRn44YcfrMmYa0/Pc6Sdmij//FS+LO5qGo0G06ZNw5tvvgmLxYIlS5ZU2IYr9pDy9PTEbbfdhs8++wyPP/44/Pz8AAAJCQnYsGED3nrrLWvdjIwMhIaGOtxfuUOHDtkkEM1mM5555hnI5XKbWXmJiYl2SxAXLFgAlUqF4cOHO90vEd3YmJAiqmeOLNG7mjIgFMacC7DoC6CN7AqFp/2GltdSNGkOXURnyNS62oZLREREDeDUqVP45Zdf8PXXXzuUULl8+TImTZoEALXeswgomw3Vu3dvjB8/HhcuXMDy5csRGBiIhQsXVnlfUFAQ3njjDTz33HPo378/7rzzTmRlZeHzzz9H06ZNbfZZkslk2Lp1KyZMmICuXbvi+PHjWLFiBVq3bo033ngDAKx7P7333nvo06cPfvvtN/zvf/8DAOsm7Y60UxPlG5nPnj0b3bt3h0wmw4svvmi9/vjjj+Ptt98GgEqXUrpiDykAeP3119G9e3f06tULU6dORXZ2Nv7973/jpptuwpNPPgkAWLRoEWbNmoVvv/22yqWd1zp//jx69OiBrl27YsyYMSgqKsKPP/6IpKQkLFmyxJok27VrF/r164ehQ4fitttuQ0FBAX7++Wfs2rULS5YsqXYmFRHRtbiZDFE9MhXmoOBwQpXJKFNhjs1rSZKgaxULz04Dqk1GSQoVdK27wTOqF5NRREREjVhERAQ+/vhjh5JRZrMZ9913H/Ly8gDAJcu3oqKi0LJlS8ybNw9Lly7F7bffjsTERIc2B3/22WexatUqFBcXY/bs2fjiiy8watQo7Nixwya2zz//HGPHjsX69evxwgsv4Ndff8UTTzyB7du3w/vvrQHi4uLw2GOPYd26dViwYAEsFot1ueO5c+ccbqcmBgwYgClTpuC3337DBx98YHfSXGBgICIjIzFkyJA6WRZ4tfbt22Pr1q1o2bIl5s+fj5UrV2LChAn4/fffrcsmmzVrBi8vL6f//IOCgvDDDz9ALpdj7ty5eOONN6BWq/Hzzz9jxowZ1no9evTAl19+iStXrmDmzJlYtGgRlEol1q5da1OPiMhRkhBCNHQQ17P8/Hz4+PggLy+vVv8gUuNnuJACfXoyICpeoidMRujTD8KYfRa6NjdD6RfkVPuqgBBoWkZDpnT+JB0iImqc+DmDAGDGjBlYvnw5/u///g+jRo3CV199hYceeqjG7Q0cOBBA2ZIwqlxycjI6deqEVatW4f7772/ocIiIGh3OkCKqY8JkRNGJXdCnHao0GWXKz0bBoc0wZp8FAOhT90OYSh1qX6bWwSOqF3Stb2IyioiI6Abz9ddf49///jdWrVplXRrmyB5LVHsLFy5E06ZNMWbMmIYOhYioUeIeUkR1yFSYg+KTu2ExFFd4XVjMKDl7DKXnT/1TKFdAE9YJkCurbV8dGAlNaHtIcv6vTEREdKPZvXs3Hn30USxYsAC33347hBAIDg5GfHw82rZti+effx5eXl4NHeZ15f3330daWhpyc3Px7bff4oMPPrBu/E5ERM7hb7FEdcRwPgX6M5Uv0TMX56H41F5Y9PnWMrmXP3SRXavd/0mu9Ya2VSwUXn4ujZmIiIgah4sXL2L06NEYOXIkXn75ZQBl+07OmzcP06ZNQ1paGrRabY3a9vLyQkxMjCvDvW4EBQVh/vz5UKvVmDNnDp544omGDomIqNHiHlJ1jHs73HgsplLoU/bBmHO+wutCCJReSEFJxtF/klWSDJrQ9lAFRlqPGK6QJIOmRVuog9tCquERxkREdP3g54wbV2lpKYqLi+Hp6QmFwvY75itXrsDX17fqzxREREQNjDOkiFzIVHAFxaeSKl2iBwCGjCMwXLVET6b1hq51V8h1PlW2Lff0g65VLOQ6/sJBRER0o1OpVJUuFfPz4wxqIiJyf0xIEbmAEAKG86dsZz1VQtW8FQyX0gGzEaqg1tCEREGSySutL8kU0IR1gKp5BL/pJCIiIiIiousCE1JEtWQxlUJ/ag+MuRcrvC6EsEkkydRa6Fp1gaRQQuEdUGXbiibNoYvoXO2eUkRERERERESNCRNSRLVgyr9ctkSvVF/hdWPuRRgyj8OjXS9Iin9OzVP6BVXZrqRUQ9uyE1QBoS6Nl4iIiIiIiMgdMCFFVANCCBjOnUTJ2aNABecCCLMJJRlHUHoxFQCgTz8IXWQ3h9pWBYRA0zIaMqXapTETERERERERuQsmpIicZDEaUJyyB6bcSxVeNxXmQJ+yB5aSImuZMBogLOYq94qSqbTQtoqFsklzl8dMRERERERE5E6YkCJygik/G8Wn9lS4RE8ICwznTsKQefyfWVMyOTSh1W9Irg5sBU1oB0hy/i9JRERERERE1z/+9kvkACEEDJnHUXJ1sukq5pJC6E/thbkox1om92gCbWRXyLVelbYr13pB2yoWCi//OombiIiIiIiIyB0xIUVUDUtpSdkSvbysCq+XZqVDn3YIsJj/LpGgbtEW6uC2kGSyihuVZNAEt4G6RbvK6xARERERERFdp5iQIqqCMe8Sik/tgTAaKq0jLBZrMkqm9oA2sisUXn6V1pd7+kLXqgvkOm+Xx0tERERERETUGDAhRVQBISwoOXsMhswT1dZVNQuHKecCZGodNGEdK90HSpIpoAltD1Vgqyr3kyIiIiIiIiK63jEhRXQNi0GP4lNJMBVctrsmzEYYcy9C5R9iLZMkCbq2PapceqfwaQptRCzkGo86iZmIiIiIiIioMXHrzWt2796NESNGwNfXFx4eHrj55puxatUqh+9PTEzEc889h27dusHf3x8ajQZRUVGYOXMmcnNzK7wnPDwckiRV+DNt2jQXPRm5K2POBRQc2lxhMspUcBkFhxKgP7UHxrxLNtcqS0ZJCiV0rbrAs30fJqOIiIiIiIiI/ua2M6QSEhIwbNgwqFQqjB07Fj4+PlizZg3GjRuHtLQ0zJo1q9o27r77bmRnZ6Nv37546KGHIEkSEhIS8Pbbb+OHH37An3/+iWbNmtnd5+PjgxkzZtiV33TTTa54NHJDwmJBScYRGM6fqvCaIfMYDOdOWstK0g5BETOoyqV3Sr9gaMNjIFNp6iRmIiIiIiIiosZKEqKCM+wbmMlkQlRUFM6ePYsdO3agS5cuAICCggL06tULx48fx5EjR9CmTZsq23nrrbfw0EMPISgoyFomhMDjjz+OTz75BNOnT8dHH31kc094eDgAIC0tzSXPkp+fDx8fH+Tl5cHbm5tYuyOLoRhFJ3fDXJhjd81cnI/ilL2wFOdZy+SeftBFdoWskhlPMpUG2vAYKP2C6yxmIiIigJ8ziIiIqPFyyyV7mzZtQkpKCh544AFrMgoAvLy8MGfOHJhMJqxYsaLadmbOnGmTjALK9vuZM2cOAGDLli2uDZwaHeOVcyg4uNkuGSWEgOFCCgoPb/knGSVJUIe0h0eHvpUmo1TNWsIrZjCTUURERERERERVcMslewkJCQCAoUOH2l0rL6tNMkmpVAIAFIqKH99gMOCrr75CZmYmfH190bt3b3Tu3LnG/ZH7ERYzStIPw3Ax1e6axaBH8em9MOdnW8tkWi/oIrtC7tGkwvZkah20rbpA6dO0rkImIiIiIiIium64ZULq5MmyvXoqWpLn6+uLgIAAa52a+OKLLwBUnPACgAsXLmDixIk2ZcOHD8c333yDgICAGvdL7sGsL0Txqd0wF+VVeF2fdsAmGaUKbAVNaAdIMrl9ZUmCOrAVNCHtIcnd8n8nIiIiIiIiIrfjlkv28vLKEgU+Pj4VXvf29rbWcdb+/fsxf/58NGvWDC+++KLd9YcffhgJCQnIyspCfn4+du7ciVtvvRXr16/HHXfcgeq23DIYDMjPz7f5IfdRmp2BwsMJlSajAEDTMhqQySEpNfCI6g1ty+gKk1FynTc8O/Yvu85kFBEREREREZHDbqjfolNTUzFy5EiYzWbEx8dXONtp7ty5Nq979OiBX375BQMGDEBiYiJ+/fVX3HbbbZX2sWjRIsyfP9/lsVPtCLMJ+rSDKM06U+G1qxNKco0HPNr2gNzDB5JCZd+YJIOmRVuog9tCkrllTpeIiIiIiIjIrbnlb9PlM6MqmwVVfqKMM9LT0xEXF4esrCx8//33iIuLc/hemUyGSZMmAQC2b99eZd2XX34ZeXl51p+MjAyn4iTXMxfno/DwFrtklLCYoU8/hMLDCRBmk801hU/TCpNRck9feEUPhCYkiskoIiIiIiIiohpyyxlS5XtHnTx5Et26dbO5lpOTg+zsbPTu3dvh9tLS0hAXF4dz587hP//5D0aOHOl0TOWzqYqLi6usp1aroVarnW6f6obhYhpK0g9BWMw25eaiXBSn7IVFXwAAKDmTDG1E5RvXSzIFNKHtoQpsBUmS6jRmIiIiIiIiouudW07xGDBgAABgw4YNdtfKy8rrVCctLQ0DBw5EZmYmvvvuO4waNapGMe3atQsAEB4eXqP7qX4JkxFFJ3dDn7rfJhklhEDJuRMoTN5qTUZBkkGm8ay0LYVPU3jGxEEdFMlkFBEREREREZELSKK6XbobgMlkQrt27ZCZmYmdO3ciNjYWAFBQUIBevXrh+PHjSE5ORtu2bQEA2dnZyM7ORkBAgM2+UNcmo0aPHl1lv0eOHEFwcDCaNGliU56YmIghQ4ZACIETJ04gLCzM4WcpX16Yl5cHb29vh++jmjMV5qD4VBIsJUU25ZaSIhSn7IW58Iq1TKbzgS6yK+Q6+z8bSa6EtmUnqJq1rPOYiYiIaoKfM4iIiKixcsslewqFAsuWLcOwYcPQr18/3H///fD29saaNWuQmpqKBQsWWJNRAPDhhx9i/vz5mDdvHl599VVr+cCBA5Geno6ePXvi4MGDOHjwoF1fV9dfvXo13n77bQwePBjh4eFQq9U4fPgwNmzYAJlMhk8//dSpZBTVLyEESi+kQH/mCCAsNuXGrDPQpx8CrpotpQ5uA3WLiveCUvoGQRsRA5lKWy+xExEREREREd1I3DIhBQBxcXFITEzEvHnzsHr1apSWlqJjx454/fXXMW7cOIfaSE9PBwDs3LkTO3furLDO1QmpuLg4HD16FHv37sWWLVtQUlKC5s2b47777sMzzzyDm2++udbPRXXDYjRAn7IXxtyLNuVCCOhP7YHxSqa1TFLroIvsCoWXv107klINbXgMVP4t6jxmIiIiIiIiohuVWy7Zu55wKn3dM+Vno/jUHlhK9RVeN5w7iZKMIwAAZdMwaMM6QVIo7eqpAkKhCY+GrILT9YiIiNwRP2cQERFRY+W2M6SIqiOEgCHzOEoyjwNV5FVVQa1hKsqFyj8ESr8gu+sylRbaiM5Q+gbWZbhERERERERE9DcmpKhRshj0KE7ZA1N+tk25qfAKzIU5UAdGWsskSYJHm+4VtqNqHgFtaIcKZ0wRERERERERUd1gQooaHWPOBRSn7IUwlVrLhMUCw7kTMGSeACAg92hS4R5R5WQaD+hadYHCO6DSOkRERERERERUN5iQokZDWCwoyUiG4XyKTblZXwB9yl6Yi3KtZaUXUytOSEkS1IGR0IREQZLzrz8RERERERFRQ+Bv5NQomEsKUXwyySbpJIRA6cXUsg3LLeayQkmCukU7qIPb2LUh13pDG9kFCk/feoqaiIiIiIiIiCrChBS5vdKsDOjTDkCYTdYyS6ke+tP7Ycq7ZC2TaTyhjexqn3CSZNC0aAt1cFtIMll9hU1ERERERERElWBCityWMJugTzuI0qwzNuXGy+egT9sPYTJay1TNI6AJ7WC3DE/u0QS6Vl0g9/Cpl5iJiIiIiIiIqHpMSJFbMhXlovhkEiwlhTblQgiUnDthTUZJSjW0rbpC2aSZbQMyGTQh7aEOioQkcVYUERERERERkTthQorcjuF8CvQZyYDFYndNkiToIrui8PAWKHwDoQ3vDJlSZVNH4eUHbauukGs96ytkIiIiIiIiInICE1LkNixGA/Sn98GYc8FaJixmCKMBMrXOWibXecMzeiBkGk9IkmQtl2QKaMLaQ9W8lU05EREREREREbkXJqTILZjys1F8KgmW0hJrmbk4D8Wn9gIQ8Ow0AJJMbr0m13rZ3K/waQptRCzkGo/6CpmIiIiIiIiIaogJKWpQQlhQcvYYDJknrioTKL2QgpKMo4AoW7ZXcvYYtGEd7e6X5ApowjpB3Ty8vkImIiIiIiIiolpiQooajMVQjKKTSTAXXrEpK07ZC3PBZWuZTOcNVUCo3f2KJs2hi4iFTK2tl3iJiIiIiIiIyDWYkKIGUXo5E/rT+yHMZaflCSFgzD4LffpBwGyy1lMFtYYmJMpmuZ6kUELbMhqqpmH1HjcRERERERER1R4TUlSvhNkEffphlF5Ks5ZZjKXQpx2A6co5a5mk0kIX2RUK7wCb+5V+QWUn66k09RUyEREREREREbkYE1JUb8xFeSg+lQSzvsBaJswmFB5OgCjVW8uUAaHQtoyGpFBayySlGtrwGKj8W9RrzERERERERETkekxIUb0wXEiB/kwyYLHYlEtyBVRNw2DIPF62FC88Fkr/YJs6Sv8W0IbHQKZU12fIRERERERERFRHmJCiOmUxGqA/vQ/GnAuV1lEHt4Uwm6AOioRM9c8G5ZJSDV1EZyj9giu9l4iIiIiIiIgaHyakqM4Y87KgT9kDS2kJAEAICwyZJwGZBE1wW2s9SSaDtmUnm3tVASHQhMdAplDVa8xEREREREREVPeYkCKXExYLSs4eheHcSWuZuaQQ+lN7YS7KASQJCu+mUHj62t0rU2mgjegMpW9QfYZMRERERERERPWICSlyKXNJIYpP7YG5MAcAIIRA6aV0lJw5DFjMZZUEYC7KtUtIqQJCoQmP5qwoIiIiIiIiouscE1LkMqVZZ6BPOwhhNgEALKUl0Kfuhyn3orWOTO0BbWRXKLz8/ilTaaCNiIXSN7DeYyYiIiIiIiKi+seEFNWaMBlRnHoAxstnrWXGK+ehT90PYSq1lqmahUMT1hGS/J+/dqqmYdC2jIakUNZrzERERERERETUcJiQoloxFVxG8ak9sBiKAQDCbII+/RCMWWesdSSFGtpWtjOgZCrt33tFcVYUERERERER0Y2GCSmqkbIT806gJPM4IMQ/FyQJ5oIr1pcK30BoI2IhU6qtZZwVRURERERERHRjY0KKnGYxFKP4VBJMVyWeykkyOXStu6Ho2J/QhHWEMiAMkiQB4KwoIiIiIiIiIirDhBQ5pTT7LPSpByDMRgCAuTgfkGSQaz2tdeQeTeAVO5R7RRERERERERFRhZiQIocIkxH6tIMozc4oey0ESi+cRknGEch13vDo0A+STGatX56M4qwoIiIiIiIiIroWE1JULVPBFRSn7IGlpAgAYDHoUXx6L8z52QAAc1EuSi+mQh0UaXMfZ0URERERERERUUWYkKJKVbRxeWn2WejTDgJ/L9kDAFVgK6iah1tfy1QaaCNiOSuKiIiIiIiIiCrEhBRVqGzj8j0wFVwGAAhTKfRpB2G8nGmtI6k00LXqCoVPU2uZKiAEmvAYyBSqeo+ZiIiIiIiIiBoHJqTITml2BvSpB60bl5vyLqE4ZR+EscRaR+kfAm14NKS/E0+SUg1dRCyUfkENEjMRERERERERNR6y6qs0nN27d2PEiBHw9fWFh4cHbr75Zqxatcrh+xMTE/Hcc8+hW7du8Pf3h0ajQVRUFGbOnInc3Nw667exEiYjik8lofjUHmsyylJShKJjO/5JRsmV0LbuBl3rbtZklNK/BbxiBjEZRUREREREREQOkYT4e3MgN5OQkIBhw4ZBpVJh7Nix8PHxwZo1a5CamoqFCxdi1qxZ1bYRGBiI7Oxs9O3bF126dIEkSUhISMC+ffsQGRmJP//8E82aNXN5v1fLz8+Hj48P8vLy4O3t7dS99cmUn43ilL2wGIrtrunPJKP0/CnIvQOga9UVMrUWQNmsKG14DFT+Leo7XCIiIkLj+ZxBREREdC23TEiZTCZERUXh7Nmz2LFjB7p06QIAKCgoQK9evXD8+HEcOXIEbdq0qbKdt956Cw899BCCgv6ZuSOEwOOPP45PPvkE06dPx0cffeTyfq/m7h8UhcWCkrPHYDh3ouz1338dJEm6qo4ZxsuZUAaEWsuVfkHQRsRCplTXf9BEREQEwP0/ZxARERFVxi2X7G3atAkpKSl44IEHrEkhAPDy8sKcOXNgMpmwYsWKatuZOXOmTTIKKEu0zJkzBwCwZcuWOum3sTDrC1CYvNWajLKUFKHoSCJKL5y2qSfJ5FA1DYMkSZAUSugiu8GjbQ8mo4iIiIiIiIioRtxyU/OEhAQAwNChQ+2ulZddm0xyhlKpBAAoFLaPX9f9uhPDxVSUpB+GsJghhIAx6wz06YcAixnmolwofJpCrrP9plXRpDl0rWIhU2kbKGoiIiIiIiIiuh64ZULq5MmTAFDh0jhfX18EBARY69TEF198AcA+8eSKfg0GAwwGg/V1fn5+jeOsCxajAfqUvTDmXvzndep+mHIuWOtIKg2ExfzPa7kCmpadoG4WXt/hEhEREREREdF1yC0TUnl5eQAAHx+fCq97e3vj7NmzNWp7//79mD9/Ppo1a4YXX3zR5f0uWrQI8+fPr1Fsdc2Ycx7Fp/dDGA1/v74A/en9EKZ/EmjKpmHQtuwESf73LDLvAOgiu0Km1jVIzERERERERER0/XHLhFRdSU1NxciRI2E2mxEfH4+AgACX9/Hyyy/j2Weftb7Oz89HaGioy/txhjCboE8/jNJLadbXJWcOo/RSurWOpFBBGxELpV/ZnluSTA5NWAeomrey2eCciIiIiIiIiKi23DIhVT5DqXzG0rXKT5RxRnp6OuLi4pCVlYUffvgBcXFxddKvWq2GWu0+m32bCq6gOGUvLCWFAMo2Mi8+vgsWQ5G1jqJJc2hbxUKm1AAA5J6+0EV2hVzr1SAxExEREREREdH1zS1P2Svfw6mi/ZpycnKQnZ1d4T5PlUlLS8PAgQNx7tw5rF69GiNHjqyXfhuSEBaUnD2GwiPbrMkoAJCpNADE3y/k0EZ0hq5tj7JklCSDJrQ9PDv2YzKKiIiIiIiIiOqMWyakBgwYAADYsGGD3bXysvI61SlPRmVmZuK7777DqFGj6qXfhmTWF6IweRtKzh4DhLC5JsmV0EZ2g9zTD57RA6FqFg5JkiDXesOr0wBoWrSDJLnlXwsiIiIiIiIiuk5IQlyTsXADJpMJ7dq1Q2ZmJnbu3InY2FgAQEFBAXr16oXjx48jOTkZbdu2BQBkZ2cjOzsbAQEBNvtCXZuMGj16tEv7dUT5Mr+8vDx4e3s7NxAOWrZ4MQrz8+Hp7Y3xD9yJkjPJEBYzhBAovZQGpU8zyDQeNvcIIax7Q6mD2kATGgVJJq+T+IiIiKhu1MfnDCIiIqK64JZ7SCkUCixbtgzDhg1Dv379cP/998Pb2xtr1qxBamoqFixYYJMU+vDDDzF//nzMmzcPr776qrV84MCBSE9PR8+ePXHw4EEcPHjQrq+r6zvbrzvYsHYt3n7pJRiNRigUCvgbsxA3oAcspXroT++HKe8SjF7+8Gjfx2ZzckmSIFProIvsBoW3fwM+ARERERERERHdaNwyIQUAcXFxSExMxLx587B69WqUlpaiY8eOeP311zFu3DiH2khPLztFbufOndi5c2eFda5OSLmq3/qyYe1aPHrXXdbXJpMJz738Ft6aNRU9ggSEyQgAMBdchik/C0qfZta6qmbh0LbsBEnutn8FiIiIiIiIiOg65ZZL9q4ndTmVflT37jiYlGRX3j4sAJ88W7Zxu6RUQ9uqK5RNmllf61p1gdI30KWxEBERUf3jkj0iIiJqrDg9ppEy5l3CicOHKryWeiEXAKDwC4Y2vDNkShUAQOkXDG1EZ8iU6voKk4iIiIiIiIjIDhNSjYwwm1CScQSGC6cRGRGK5KOn7OpEBPlCG9kVSv8QSJJUdrJeeDRUTcMaIGIiIiIiIiIiIluyhg6AHGcqzEHB4QQYLpwGAEyecLfNRuUAIEnAlKkPQhUQCkmSoPAOgFdMHJNRREREREREROQ2mJBqBITFAn3GERQmb4VFX2gtjxvQA+8tmgmFvOyPUSGX471FL2HQ4P6ATAZty07waN8HMrWuoUInIiIiIiIiIrLDJXtuzlycj+KUPTAX5QEALKUlkJRq68youAE94OfXBJeyrsDPrwniBvSAXOcDXetukOu4uSkRERERERERuR8mpNyUEAKG86dQcvYoYLFACAFjdgb06YegDesIVbNwa90H778DRUV6eHhooQ5qA01oe0gyTn4jIiIiIiIiIvfEhJQbMpcUQZ+yF6aCywAAi7EU+rQDMF05BwDQpx+G3DsAco0nAGD8/aMgU+ugi+wKhXdAg8VNREREREREROQIJqTcjOFiKkrSkyEsJgCAMfci9Kf3QRgN1jpKv2DIFGrra1VAKLThMZAUynqPl4iIiIiIiIjIWUxIuQmLQY/i1H0w5V4CAAizCSVnklF6Kc1aR1KooI3oDKVf8N+vldBGxELl36IhQiYiIiIiIiIiqhEmpNxAaVYG9GkHIcxGAICpMAf6lD2wlBRZ6yh8mkHbqgtkKs3fr5tC16orZGptg8RMRERERERERFRTTEg1IIvRAP3p/TDmnLeWGa+cR/HJ3QBEWYFMDs3fm5hLkgTIZNCGdoAqMNJ60h4RERERERERUWPChFQDKb2cCX3qAQhTqU25wtsfkkoNUVoCuUcTaCO7Qq71AgDIdd7QRXaD3MOnIUImIiIiIiIiInIJJqTqmcVUCn3qARgvZ1Z4XVKooGvVFaaCy1AHt4UkkwEA1EGR0IR2gCST12e4REREREREREQux4RUPTLmXIA+dT8spSUAAEtpCUrOJEMT1gEy1T97QSl8mkLh0xQAIFNpoG3VFcomzRokZiIiIiIiIiIiV2NCqp4Up+yDxZBjfW28ch761P0QplIIkwG6dr3s9oRS+gVBGxELmVJd3+ESEREREREREdUZJqTqSemVTGg8dBAmI/RnDsOYdcZ6zVycD1Gqh6TWAQAkmQKa8E5QNwtvoGiJiIiIiIiIiOoOE1L1yJR/GcWn90IYiq1lCt9Am1lQck/fso3LtZ4NFSYRERERERERUZ1iQqqeGDKOQeRl/FMgU0AbHg1lQKh1qZ46uC00oVGQJFkDRUlEREREREREVPeYkKonhospUGlUAAC5lx90rbpCpvEAAMhUWuhad4PCO6AhQyQiIiIiIiIiqhdMSNUnSYImpD1UQa2ts6KU/i2gi4iFpFA2cHBERERERERERPWDCal6ItN4wbNjT8g9mgAo27hcGxEDVdOwhg2MiIiIiIiIiKieMSFVTzw69IHcwwvA3xuXt+4GuYYblxMRERERERHRjYcJqXoiyeQA/t64PCQKkowblxMRERERERHRjYkJqXoiU2rg2aEvNy4nIiIiIiIiohseE1J1TAgBALCEdUExVEB+fgNHRERERNeL/L8/V5R/3iAiIiJqLJiQqmMFBQUAgJYRrRo4EiIiIrpeFRQUwMfHp6HDICIiInKYJPiVWp2yWCw4d+4cvLy8IElSQ4fjcvn5+QgNDUVGRga8vb0bOpwGwTHgGAAcA4BjcKM/P8AxAOp/DIQQKCgoQHBwMGTcn5KIiIgaEc6QqmMymQwhISENHUad8/b2vmF/+SjHMeAYABwDgGNwoz8/wDEA6ncMODOKiIiIGiN+lUZERERERERERPWKCSkiIiIiIiIiIqpXTEhRrajVasybNw9qtbqhQ2kwHAOOAcAxADgGN/rzAxwDgGNARERE5Chuak5ERERERERERPWKM6SIiIiIiIiIiKheMSFFRERERERERET1igkpIiIiIiIiIiKqV0xIERERERERERFRvWJC6gawe/dujBgxAr6+vvDw8MDNN9+MVatWOdWGxWLBhx9+iJiYGGi1WjRt2hT33nsvTp486dJ+U1NTMXXqVLRs2RJqtRrNmzdHXFwc/vOf/zgVb23juFZ9PP/JkycxadIktGnTBlqtFi1atMCQIUPw008/ORWrK2KpiLNjsHLlSjz66KO46aaboFarIUkSvvzyyyr7yM/Px7PPPmv982/ZsiWeffZZ5OfnOxVrRdx9DIxGI3744QdMnDgR7du3h4eHB7y8vNCjRw98/PHHMJvNzj6yHXcfg4qkpqbC09MTkiRh2rRpTsVakcY0BnXxfgg0njGoq/fE+n7+zMxM/Otf/8LQoUMRFhYGlUqFwMBAjBkzBrt27aq0j7p8PyQiIiJyC4Kua5s3bxYqlUp4enqKKVOmiOeee05EREQIAGLhwoUOtzN16lQBQHTo0EG88MIL4qGHHhJqtVr4+PiI5ORkl/S7YcMGodPphE6nE/fdd594+eWXxbRp00Tv3r3FI488cl0//86dO4VWqxUKhUKMHj1azJw5U0yaNEn4+PgIAOLVV1+t0fM35Bi0bNlSABABAQHW/16xYkWl7RcWForY2FgBQAwZMkTMnDlTDB8+XAAQsbGxorCwsCaPL4RoHGNw9OhRAUB4eXmJUaNGiRdffFE8+uijIjg4WAAQt99+u7BYLDUdgkYxBteyWCxiwIABwsPDQwAQjz76qMNxVqQxjUFdvB8K0XjGoK7eExvi+WfOnCkAiMjISPHwww+Ll156SYwZM0bI5XIhk8nEd999Z9d+Xb4fEhEREbkLJqSuY0ajUURGRgq1Wi327t1rLc/PzxcdO3YUCoVCnDhxotp2Nm3aJACIfv36iZKSEmv5xo0bhSRJon///rXu98yZM8Lb21u0adNGpKenV/gszmpMz3/rrbcKAOLHH3+0KU9PTxfe3t5Cq9Xa9O2ohhoDIYT4/fffRVpamhBCiEWLFlX7C+jcuXMFAPHiiy9WWD537txq46xIYxmDs2fPio8//lgUFRXZlBcWFoqbbrpJABCrV6925JHtNJYxuNb7778vFAqFWLx4ca0TUo1pDOri/bD8vsYyBnXxnthQz//DDz+IrVu32rWzdetWoVQqhZ+fn92z1NX7IREREZE7YULqOvbbb78JAGLSpEl21+Lj4wUA8fLLL1fbzv333y8AiC1btthdK//G9vjx47Xqd9q0aQKA+OOPPxx5NIc0pudv166dkCRJGAwGu3t69+4tAIisrKxqY71WQ43Btar7BdRisYjg4GDh6elp982/Xq8Xvr6+okWLFjWaIdRYxqAqq1atEgDE448/7vS9QjTOMTh58qTQ6XRi1qxZYvPmzbVOSDWmMaiL90MhGtcY1MV7ors8/9WGDh0qAIjdu3dby+ry/ZCIiIjInXAPqetYQkICAGDo0KF218rLtmzZ4lA7Hh4e6NOnj921YcOG2bXjbL9CCKxevRr+/v4YNGgQ9uzZg8WLF+Pdd9/Fxo0bYbFYqo2xsridiaOqdury+QGgY8eOEEJgw4YNNuUZGRk4fPgwoqOjERAQUG2sFcXubCyVtePMGDjr5MmTOHfuHPr06QMPDw+baxqNBv3790dmZiZOnTrldNuNZQyqolQqAQAKhaJG9ze2MbBYLJg0aRJatmyJuXPn1ro9oPGMQV29H5bHDrj/GAB1857ojs9f0f/bdfl+SEREROROavbbDTUK5ZurtmnTxu6ar68vAgICqtyUGwCKiopw/vx5dOrUCXK53O56edtXt+Nsv6mpqbhy5Qq6d++Oxx57DJ9++qnNPV26dMFPP/2EkJCQKmO9VmN5fgB4/fXXkZiYiNGjR2PUqFFo3bo1srKysGbNGrRs2RKrV6+u5mkr1lBj4Mo4r+2jsjo1adudxqAqX3zxBYCKf5F2RGMbg3/961/4888/kZiYCLVaXev2gMYzBnX1fnh1XO4+BkDdvCe62/OfOXMGGzduRGBgIKKjox2K89o+nH0/JCIiInInnCF1HcvLywMA+Pj4VHjd29vbWqc2bVxdryb9Xrp0CQCwd+9erFy5EitWrMCVK1esJ0zt27cPd999d5Vx1jR2d3h+AOjQoQN27tyJmJgYfP/993jzzTexfPlyALCeMlUTDTUGzqrLPhrLGFRm6dKlWLduHQYNGoQRI0bUqI3GNAYnTpzA7Nmz8fTTT6NXr161autqjWUM6ur98Oq43H0MgLp5T3Sn5zcajRg/fjwMBgPefvttm+RWQ77fEBEREdUnJqSowZUvQTGbzXj99dcxceJE+Pr6Ijw8HEuXLkWPHj2wa9cuJCYmNnCkdScpKQl9+/aFn58f9uzZg6KiIpw+fRqTJ0/Gs88+i3vuuaehQ6QG8L///Q9PPPEEWrZsiZUrVzZ0OHXOYrFg4sSJCA4OxoIFCxo6nAbB98My1/N7osViwcMPP4ytW7di6tSpGD9+fEOHRERERNQgmJC6jpV/u1rZt6j5+fmVfgPrTBtX16tJv1f/9x133GFX//bbbwdQ9guKMxrL8xuNRtx3332QJAlr165F165dodPpEBERgXfeeQf33Xcf/vvf/2Lz5s1VxlrT+OtiDJxVl300ljG41m+//YYxY8agefPm2LRpE4KCgmrcVmMZgw8++AA7d+7EsmXLoNPpatxORRrLGNTV++HVbbv7GNTVe6I7PL8QAlOnTsXKlSvx4IMP2i3JdEUfRERERI0FE1LXsar2ssjJyUF2dna1yx48PDwQFBSE1NRUmM1mu+sV7XXhbL+tW7e2Lldo0qSJ3T3lZXq9vspYr9VYnv/YsWM4ffo0evToUeEv4YMGDQIA7Nmzp8pYK9JQY+DKOGvbR2MZg6utX78ed955JwICArB582a0atWqVu01ljHYv38/hBCIi4uDJEnWn7i4OADAZ599BkmScOeddzrddmMZg7p6P7w6Lncfg7p6T2zo57dYLJg8eTK++OIL3H///fjyyy8hk9l/DKvL90MiIiIid8KE1HVswIABAGB3StHVZeV1qmunqKgI27dvt7v222+/2bXjbL9qtRq9e/cGABw5csTunvKy8PDwamO9Nm5n4qiqnbp8/tLSUgBAVlZWhf2Xl9dkc+eGGgNntWnTBsHBwdi+fTuKiopsrpWUlGDr1q0IDg5G69atnW67sYxBufJklK+vLzZv3lyjZ75WYxmDAQMGYPLkyXY/5XtnRUVFYfLkyRgyZEiN2gbcfwzq6v3w6rjcfQzq6j2xIZ/fYrFgypQpWLFiBe677z588803FW6KDtTt+yERERGRWxF03TIajaJVq1ZCrVaLffv2Wcvz8/NFx44dhUKhEMePH7eWZ2VliaNHj4qsrCybdjZt2iQAiH79+gmDwWAt37hxo5AkSfTv379W/QohxKpVqwQAMXjwYFFSUmItP3r0qNDpdMLLy0tcuXLlunz+kpIS4ePjI2Qymfjtt99s2srMzBTBwcECgDh48KBTz9+QY3CtRYsWCQBixYoVldaZO3euACBefPHFCsvnzp3rwBPba0xjsG7dOqFWq0VgYKA4duyYcw9ahcY0BhXZvHmzACAeffRRp+67WmMag7p4PxSi8YxBXb0nNtTzm81mMXHiRAFA3HPPPcJoNFYba129HxIRERG5EyakrnObNm0SSqVSeHp6iqlTp4rnnntORERECABiwYIFNnXnzZsnAIh58+bZtTNlyhQBQHTo0EG88MIL4qGHHhJqtVr4+PiI5OTkWvUrhBAWi0XcfffdAoBo166deOqpp8SECROEp6enkMlkYuXKldf18y9btkwAEDKZTNx+++3ixRdfFBMmTBDe3t4CgHj88cdr9PwNOQaff/65mDBhgpgwYYLo2rWrACD69OljLfvvf/9rU7+wsFDExsYKAGLIkCHipZdeErfeeqsAIGJjY0VhYeF1PQZHjx4VarVaABBjx44V8+bNs/txNpHT2MagMq5ISAnReMagrt4PG9MY1NV7YkM8f3k7np6e4pVXXqnw/+2rE2RC1O37IREREZG7YELqBrBr1y4xfPhw4ePjI7Rarbjpppsq/IWmqg/fZrNZfPDBB6Jjx45CrVYLf39/cffdd9vNdKpJv+WMRqNYvHixtQ9vb28xdOhQkZCQUKPndjaOhn7+jRs3ipEjR4qmTZsKuVwuvL29Rb9+/cRXX31Vo+euSSyuHIMJEyYIAJX+VNRHbm6ueOaZZ0RoaKhQKpUiNDRUPPPMMyI3N7e2Q+D2Y1CedKnqZ8CAAdf1GFTGVQkpIRrPGNTV+6EQjWcM6uo9sb6fv7pnr2y2WF2+HxIRERG5A0kIIUBERERERERERFRPuKk5ERERERERERHVKyakiIiIiIiIiIioXjEhRURERERERERE9YoJKSIiIiIiIiIiqldMSBERERERERERUb1iQoqIiIiIiIiIiOoVE1JERERERERERFSvmJAiIiIiIiIiIqJ6xYQUERERERERERHVKyakiIiIiIiIiIioXjEhRUR0HUhKSkLPnj0REBCAvn374tChQw0dEhERERERUaWYkCIiauSys7MxZswYLF68GFlZWbjzzjtx1113NXRYRERERERElWJCiojIxUwmE2JjY5GVlVUv/R08eBAPPvggevfuDUmS8OijjyIlJQWXLl2ql/6JiIiIiIicxYQUEZGLvfvuuzhw4ACOHDliLUtISIAkSejXrx9ef/11fPjhhy7rb9CgQVi4cKH19bZt2xAUFAR/f38cPHgQCxYswPPPPw+lUomBAwe6rF8iIiIiIqKaUjR0AERE15OUlBS89tprAIDk5GQMGDDA5vqrr76KwYMH11n/ly5dwvTp0/H+++9DLpcjJiYGMTExAIAdO3bUWb9ERERERETO4AwpIiIXmjZtGhSKslx/cnKy3XW5XF5nfRsMBtx5550YPXo07rnnHrvrSqWyzvomIiIiIiJyBhNSREQu8tVXX2Hjxo14//33odPpKkxI1aXJkyfDx8cH77zzTr32S0RERERE5CwmpIiIXCA7OxvPPfcc+vTpg4kTJ6J169ZOJ6Tef/99DBkyBEuXLkWnTp2gVqvRunVrrF+/Hvv378cdd9wBLy8vBAYG4osvvrC594033sCePXsQHx9fp7OwiIiIiIiIXIEJKSIiF3jmmWeQm5uLjz/+GJIkoU2bNsjOznbqpLt//etf2Lp1K1555RUMHz4cU6ZMQUpKCsaOHYs+ffpAq9Vi5syZEEJg+vTpMJlMAID169dj9uzZOHPmDCIjIxEQEICAgADuGUVERERERG6Lm5oTEdXS77//jpUrV2LGjBnWDcTbtm0LADhy5AiaNWtWbRtnzpxBWloa+vbti7Vr18Lf3x8A8MMPP6C4uBi//fYb+vbtCwC4cuUKPvjgAwghAADDhw+HxWKpi0cjIiIiIiKqE0xIERHVgl6vx7Rp0wAAZrMZs2fPBgDs27cPQNnG5gMHDqy2nYSEBADA8uXLrcmooqIiZGdnY+7cudZkFACkpaUhNjaWm5QTEREREVGjxYQUEVEtzJs3D6dPnwYA/Pvf/7a77ug+UgkJCQgJCbHOrAKA7du3w2w2Y/DgwdYyIQS2bt2KiRMn1i5wIiIiIiKiBsQ9pIiIamj//v1YsmQJ7rrrLgghbH6ysrIAOJeQunYmVUJCAnQ6HW6++WZr2aFDh3D58mUMGDDAZc9BRERERERU35iQIiKqAbPZjKlTp0Kn01U4M6p8Y3FHElIZGRlITU21S0ht2bIFvXv3tlmat3nzZshkMvTr16/Wz0BERERERNRQmJAiIqqBDz74AElJSVi0aBFatGhRYZ327dvj8uXLuHjxYpVtle8fdXVCqri4GLt3765w1lTnzp3RpEmTWkRPRERERETUsJiQIiJy0pkzZzBnzhz07NnTuqF5Rdq3bw+g+mV7W7ZsQUhICCIjI61lf/75J4xGo01Cqnz/KC7XIyIiT3ik/QAAARpJREFUIiKixk4S5eeGExFRnUlISEBcXBw2b97s0Kl7daG83/IZWURERERERA2FM6SIiOpRbm5ug/Wdl5fXYH0TERERERFdTdHQARAR3Qh8fX0xePBgfPvttzh69CiaNGmCxx57rM77PXToEP73v/9Br9ejadOmiI6OrvM+iYiIiIiIqsMle0REREREREREVK+4ZI+IiIiIiIiIiOoVE1JERERERERERFSvmJAiIiIiIiIiIqJ6xYQUERERERERERHVKyakiIiIiIiIiIioXjEhRURERERERERE9YoJKSIiIiIiIiIiqldMSBERERERERERUb1iQoqIiIiIiIiIiOoVE1JERERERERERFSvmJAiIiIiIiIiIqJ69f/6dEZ7kL5z0wAAAABJRU5ErkJggg==",
+      "text/plain": [
+       "<Figure size 1200x500 with 2 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/plain": [
+       "<kafe2.fit._base.plot.Plot at 0x7f77effb9490>"
+      ]
+     },
+     "execution_count": 17,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "offset=ufloat(0.035,0.02)\n",
+    "dkreis=np.array([ufloat(0.04,0.0002),ufloat(0.056,0.0002),ufloat(0.08,0.0002)])\n",
+    "Fa=np.array([ufloat(0.19,0.005),ufloat(0.3,0.02),ufloat(0.5,0.05)])\n",
+    "A=(dkreis**2)*np.pi\n",
+    "rhoLuft=ufloat(1.204,0.01)#Dichte von Luft unter \"normalen\" Bedingungen\n",
+    "fn=ufloat(2600,20)\n",
+    "def F_A(A,rho=1,f=1,a=1,ofs=1,b=1,c_wi=1):\n",
+    "    return 0.5*c_wi*((a*(f-b)))**2*rho*A+ofs\n",
+    "    \n",
+    "data = kafe2.XYContainer(x_data=[x.n for x in A],y_data=[y.n for y in Fa])\n",
+    "data.add_error(axis='y', err_val=[y.s for y in Fa])\n",
+    "data.add_error(axis='x', err_val=[x.s for x in A])\n",
+    "data.label = r'Modellierung zur Bestimmung von $c_w$ '\n",
+    "fit=kafe2.XYFit(xy_data=data,model_function=F_A)\n",
+    "fit.add_parameter_constraint(name=\"rho\", value=rhoLuft.n, uncertainty=rhoLuft.s)\n",
+    "fit.add_parameter_constraint(name=\"f\", value=fn.n, uncertainty=fn.s)\n",
+    "fit.add_parameter_constraint(name=\"a\", value=a.n, uncertainty=a.s)\n",
+    "fit.add_parameter_constraint(name=\"ofs\", value=offset.n, uncertainty=offset.s)\n",
+    "fit.add_parameter_constraint(name=\"b\", value=b.n, uncertainty=b.s)\n",
+    "print (a)\n",
+    "fit.do_fit()\n",
+    "fit.assign_model_function_latex_name(r\"v_L\")\n",
+    "kafe2.plot(fit, x_label=r\"$A [m^2]$\", y_label=r'$F_A [N]$')\n"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "160cfb67-12bf-4c7c-918e-f7ab3b842f57",
+   "metadata": {},
+   "source": [
+    "**D I S K U S S I O N**\n",
+    "\n",
+    "Wir erhalten $\\chi^2/ndf=1.876$ und $\\chi^2 prob=0.156$. Die Daten werden annähernd durch das Model beschrieben . Vielleicht wurde auch ein Unsicherheit unterschäzt. Auch möglich ist es, dass eine ungenaue Messung das Ergebnis verfälscht, da die Messung mit drei Messwerten, darauf sehr sensitiv ist. Dafür spricht auch, dass unser Wert mit einem Wert aus dem Datenblatt $c_w=1.1$ nicht vereinbar ist. Auch möglich ist, dass die Kreisscheiben nicht exakt senkrecht zum Luftstrom waren, dies führt zu Änderungen der effektiven Fläche und der Geometrie.  \n",
+    "\n",
+    "---"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "615aac0f-25ed-4fb8-9a5c-77c11c6c1036",
+   "metadata": {},
+   "source": [
+    "### Aufgabe 3.2: Abhängigkeit von der Geschwindigkeit des Luftstroms\n",
+    "\n",
+    "Messen Sie für **eine oder zwei Kreisscheiben Ihrer Wahl** $F_{W}$ in Abhängigkeit von $v_{s}$.\n",
+    "\n",
+    "---"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "ece2cb8a-afdf-40f9-a743-e56cc694c3e0",
+   "metadata": {},
+   "source": [
+    "**V E R S U C H S B E S C H R E I B U N G**\n",
+    "\n",
+    "Die Messung wir wie in 3.1 Durchgeführt es wird aber nur die Kreisscheibe mit Durchmesser 8 cm betrachtet und die Frequenz der Turbine variiert. Die Modelfunktion bleibt:   \n",
+    "$F_{W} =  c_{W}\\,\\frac{1}{2}\\,\\rho\\,(a(f-b))^{2}\\,A+F_{offset}$\n",
+    "\n",
+    "Es wurde gemessen:\n",
+    "|f in Hz |$F_w$ in N|\n",
+    "|-----|--------|\n",
+    "|$607\\pm 10$|$0.03\\pm 0.01$|\n",
+    "|$804\\pm 10$|$0.04\\pm 0.01$|\n",
+    "|$1006\\pm 10$|$0.06\\pm 0.01$|\n",
+    "|$1209\\pm 10$|$0.095\\pm 0.01$|\n",
+    "|$1406\\pm 10$|$0.15\\pm 0.01$|\n",
+    "|$1604\\pm 10$|$0.2\\pm 0.01$|\n",
+    "|$1813\\pm 10$|$0.25\\pm 0.01$|\n",
+    "|$2005\\pm 10$|$0.315\\pm 0.01$|\n",
+    "|$2204\\pm 10$|$0.36\\pm 0.01$|\n",
+    "|$2402\\pm 10$|$0.44\\pm 0.01$|\n",
+    "|$2600\\pm 10$|$0.51\\pm 0.01$|\n",
+    "\n",
+    "---"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "6feea34d-4314-452c-a51c-fcca27ef99dd",
+   "metadata": {},
+   "source": [
+    "**L Ö S U N G**\n",
+    "\n",
+    "Aus der Anpassung lässt sich erhalten: $c_w=0.87\\pm 0.12 $\n",
+    "\n",
+    "---"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 28,
+   "id": "66ab7d5a-8aed-4cd2-bebe-2971506c0d47",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "image/png": 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",
+      "text/plain": [
+       "<Figure size 1200x500 with 2 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/plain": [
+       "<kafe2.fit._base.plot.Plot at 0x7f4180d6d550>"
+      ]
+     },
+     "execution_count": 28,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "uncf=10\n",
+    "uncF=0.01\n",
+    "offset32=ufloat(0.01,0.002)\n",
+    "f1=np.array([ufloat(607,uncf),ufloat(804,uncf),ufloat(1006,uncf),ufloat(1209,uncf),ufloat(1406,uncf),ufloat(1604,uncf),ufloat(1813,uncf),ufloat(2005,uncf),ufloat(2204,uncf),ufloat(2402,uncf),ufloat(2600,uncf)])\n",
+    "Fk1=np.array([ufloat(0.03,uncF),ufloat(0.04,uncF),ufloat(0.06,uncF),ufloat(0.095,uncF),ufloat(0.15,uncF),ufloat(0.2,uncF),ufloat(0.25,uncF),ufloat(0.315,uncF),ufloat(0.36,uncF),ufloat(0.44,uncF),ufloat(0.51,uncF)])#Kraft auf scheibe mit r=0.08m in N\n",
+    "A=ufloat(0.04,0.002)**2*np.pi\n",
+    "def F_A2(f,rho=1,A=1,a=1,c_w=1,ofs=1,b=1):\n",
+    "    return 0.5*c_w*(a*(f-b))**2*rho*A+ofs\n",
+    "    \n",
+    "data = kafe2.XYContainer(x_data=[x.n for x in f1],y_data=[y.n for y in Fk1])\n",
+    "data.add_error(axis='y', err_val=[y.s for y in Fk1])\n",
+    "data.add_error(axis='x', err_val=[x.s for x in f1])\n",
+    "data.label = r'Modellierung zur Bestimmung von $c_w$ '\n",
+    "fit=kafe2.XYFit(xy_data=data,model_function=F_A2)\n",
+    "fit.add_parameter_constraint(name=\"rho\", value=rhoLuft.n, uncertainty=rhoLuft.s)\n",
+    "fit.add_parameter_constraint(name=\"A\", value=A.n, uncertainty=A.s)\n",
+    "fit.add_parameter_constraint(name=\"a\", value=a.n, uncertainty=a.s)\n",
+    "fit.add_parameter_constraint(name=\"b\", value=b.n, uncertainty=b.s)\n",
+    "fit.add_parameter_constraint(name=\"ofs\", value=offset32.n, uncertainty=offset32.s)\n",
+    "#fit.add_parameter_constraint(name=\"rho\", value=rho2.n, uncertainty=rho2.s)\n",
+    "fit.do_fit()\n",
+    "fit.assign_model_function_latex_name(r\"v_L\")\n",
+    "kafe2.plot(fit, x_label=r\"$f [Hz]$\", y_label=r'$F_A [N]$')"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "b40b3b46-bd3e-4f48-b490-f7a6823dd92c",
+   "metadata": {},
+   "source": [
+    "**D I S K U S S I O N**\n",
+    "\n",
+    "Wir erhalten $\\chi^2/ndf=0.746$ und $\\chi^2 prob=0.682$ das Modell beschreibt die Daten also sehr gut. Auch der Pull zwischen dem Ergebniss und dem aus der 3.1 ist mit 0.40 viel kleiner als 1, die Werte sind also Kompatibel.\n",
+    "Da sie aber nicht mit dem Litteraturwert aus dem Datenblatt $c_w=1.1$ übereinstimmen gehen wir davon aus, dass unserem Aufbau die Kreisscheiben nicht exakt senkrecht auf den Luftstrom stand. Da der entsprechende Aufbau über zwei verschiedene Messungen zwar untereinader Kompatibel, aber mit dem Litteraturwert inkompatible Werte ergab. Durch eine nicht exakt senkrechte Ausrichtung ändert sich sowohl die Geometrie des Problems als auch die größe der Stirnfläche.   \n",
+    "\n",
+    "---"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "44dd4e62-90df-4b5d-83f5-7564c1b22df9",
+   "metadata": {},
+   "source": [
+    "### Aufgabe 3.3: Abhängigkeit von der Körperform \n",
+    "\n",
+    "Messen Sie nun bei konstanter Strömungsgeschwindigkeit $v_{s}$ (entsprechend $f=2600\\,\\mathrm{U/min}$) den **Strömungswiderstand $F_{W}$ von mindestens 2 der folgenden Körper**, die am Versuch ausliegen:\n",
+    "\n",
+    " * Kugel,\n",
+    " * Halbkugel (die Messung ist hier in zwei Richtungen möglich!),\n",
+    " * Stromlinienkörper.\n",
+    "\n",
+    "Sie können sich die Richtung, in der Sie den ausgewählten Körper umströmen lassen aussuchen.\n",
+    "\n",
+    "---"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "e2d97310-03ac-41ba-a650-0e921010dac9",
+   "metadata": {},
+   "source": [
+    "**V E R S U C H S B E S C H R E I B U N G**\n",
+    "\n",
+    "Es wurden eine konkave und eine konvexe Halbkugel wie in 3.1 in den Luftstrom gehängt und $F_w$ gemessen. Wir erhalten    \n",
+    "$F_w(Konvexe Halbkugel)=0.11\\pm 0.01 \\mathrm{N}$   \n",
+    "und $F_w(Konkave Halbkugel)=0.355\\ pm 0.01 \\mathrm{N}$.   \n",
+    "\n",
+    "Mit $F_{W} =  c_{W}\\,\\frac{1}{2}\\,\\rho_{Luft}\\,(a(f-b))^{2}\\,A+F_{offset}$ follgt    \n",
+    "\n",
+    "$c_{W} =2\\dfrac{F_{W}-F_{offset}}{\\rho_{Luft}\\,(a(f-b))^{2}\\,A}$. \n",
+    "\n",
+    "---"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "917829cf-7a2f-4284-b0d4-e404c3fbd200",
+   "metadata": {},
+   "source": [
+    "**L Ö S U N G**\n",
+    "\n",
+    "Einsetzen führt zu  $c_w($Konvexe Halbkugel$)= 0.35 \\pm 0.05$ sowie $c_w($Konvexe Halbkugel$)= 1.12 \\pm 0.13$ \n",
+    "\n",
+    "---"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 33,
+   "id": "49187fce-a32b-426c-a706-d1783d99d895",
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Der cw-Wert einer Halbkugel mit der runden Seite nach außen ist 0.35+/-0.05  \n",
+      "Der cw-Wert einer Halbkugel mit der ausghölten Seite nach außen ist 1.12+/-0.13  \n"
+     ]
+    }
+   ],
+   "source": [
+    "fkugel=ufloat(2600,10)\n",
+    "offsethalbkugel=ufloat(0.02,0.005)\n",
+    "Fhalbkugel=ufloat(0.11,0.01)\n",
+    "Fhalbkugelfalschherum=ufloat(0.355,0.01)\n",
+    "r=ufloat(0.056/2,0.001)\n",
+    "rhoLuft=ufloat(1.204,0.01)#Dichte von Luft unter \"normalen\" Bedingungen\n",
+    "A=np.pi*r**2\n",
+    "cwhk=Fhalbkugel/((0.5*rhoLuft*(a*fkugel)**2)*A)\n",
+    "cwhk2=Fhalbkugelfalschherum/((0.5*rhoLuft*(a*fkugel)**2)*A)\n",
+    "\n",
+    "print(f\"Der cw-Wert einer Halbkugel mit der runden Seite nach außen ist {cwhk}  \")\n",
+    "print(f\"Der cw-Wert einer Halbkugel mit der ausghölten Seite nach außen ist {cwhk2}  \")"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "baa71227-9ace-443a-8dd6-f87d222dc9de",
+   "metadata": {},
+   "source": [
+    "**D I S K U S S I O N**\n",
+    "\n",
+    "Die Werte sind mit den Literaturwerten:   \n",
+    "$c_w($Konvexe Halbkugel$)= 0.34$ sowie $c_w($Konvexe Halbkugel$)= 1.33$ (Hinweise für den Versuch Aeromechnik-Strömungswiederstand(https://gitlab.kit.edu/kit/etp-lehre/p1-praktikum/students/-/blob/main/Aeromechanik/doc/Hinweise-cW.md))    \n",
+    "kompatibel. Insbesondere da leichte Beschädigungen der Formen und nicht exakt senkrechtes Einhängen in den Luftstrom nicht berücksichtigt sind. \n",
+    "\n",
+    "\n",
+    "---"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "3dcd6b88-bae9-44d4-b6e3-b1da4ddc7176",
+   "metadata": {},
+   "source": [
+    "## Aufgabe 4: Auftrieb"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "de3b3aae-7e7c-44c9-abdd-8c0c43c8c7f0",
+   "metadata": {},
+   "source": [
+    "### Aufgabe 4.1: Polardiagramm\n",
+    "\n",
+    " * Messen Sie bei konstanter Strömungsgeschwindigkeit $v_{s}$ (entsprechend $f=2600\\,\\mathrm{U/min}$) den **Auftrieb und den Strömungswiderstand eines am Versuch ausliegenden Tragflügelmodells** als Funktion des Anstellwinkels $\\alpha$ und bestimmen Sie daraus das **Polardiagramm**.\n",
+    " * Bestimmen Sie die größte **Gleitzahl $E_{\\mathrm{max}}$ und den dazugehörigen optimalen Anstellwinkel $\\alpha_{\\mathrm{max}}$**.\n",
+    "\n",
+    "---"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 14,
+   "id": "89c6d916-7236-4644-bf05-72700b0c9c32",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "image/png": 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",
+      "text/plain": [
+       "<Figure size 640x480 with 1 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "image/png": 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",
+      "text/plain": [
+       "<Figure size 640x480 with 1 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "image/png": 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",
+      "text/plain": [
+       "<Figure size 640x480 with 1 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "image/png": 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",
+      "text/plain": [
+       "<Figure size 640x480 with 1 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "45.287916066557095\n"
+     ]
+    }
+   ],
+   "source": [
+    "f3=ufloat(2600,25)\n",
+    "offsetFW=0.01\n",
+    "offsetFa=0.2\n",
+    "uncFW=0.002\n",
+    "uncFa=0.01\n",
+    "Winkel=np.array([ufloat(-8,0.1),ufloat(-4,0.1),ufloat(0,0.1),ufloat(4,0.1),ufloat(8,0.1),ufloat(10,0.1),ufloat(12,0.1)])#winkel in grad\n",
+    "FW_roh=np.array([ufloat(0.10,uncFs),ufloat(0.12,uncFs),ufloat(0.11,uncFs),ufloat(0.09,uncFs),ufloat(0.12,uncFs),ufloat(0.15,uncFs),ufloat(0.16,uncFs)])#Kraft in Horizontal in N\n",
+    "Fa_roh=np.array([ufloat(0.04,uncFa),ufloat(0.08,uncFa),ufloat(0.09,uncFa),ufloat(0.15,uncFa),ufloat(0.21,uncFa),ufloat(0.26,uncFa),ufloat(0.35,uncFa)])#Kraft in Vertikal in N\n",
+    "\n",
+    "Fa=Fa_roh-offsetFa\n",
+    "FW=FW_roh-offsetFW\n",
+    "E=Fa/Fs\n",
+    "# Nominale Werte und Unsicherheiten extrahieren\n",
+    "FW_nominal = nominal_values(FW)\n",
+    "FW_errors = std_devs(FW)\n",
+    "\n",
+    "Fa_nominal = nominal_values(Fa)\n",
+    "Fa_errors = std_devs(Fa)\n",
+    "\n",
+    "Winkel_nominal = nominal_values(Winkel)\n",
+    "Winkel_errors = std_devs(Winkel)\n",
+    "\n",
+    "E_nominal = nominal_values(E)\n",
+    "E_errors = std_devs(E)\n",
+    "\n",
+    "# Plot erstellen\n",
+    "plt.errorbar(Winkel_nominal, FW_nominal, xerr=Winkel_errors, yerr=FW_errors, fmt='o', label='Messwerte')\n",
+    "plt.xlabel('Winkel α')\n",
+    "plt.ylabel('Wiederstandskraft $F_W$ (N)')\n",
+    "plt.title('Wiederstandskraft einer Tragfläche')\n",
+    "plt.legend()\n",
+    "plt.grid(True)\n",
+    "plt.show()\n",
+    "\n",
+    "plt.errorbar(Winkel_nominal, Fa_nominal, xerr=Winkel_errors, yerr=Fa_errors, fmt='o', label='Messwerte')\n",
+    "plt.xlabel('Winkel α')\n",
+    "plt.ylabel('Auftriebskraft $F_A$ (N)')\n",
+    "plt.title('Auftriebskraft einer Tragfläche')\n",
+    "plt.legend()\n",
+    "plt.grid(True)\n",
+    "plt.show()\n",
+    "\n",
+    "plt.errorbar(Winkel_nominal, E_nominal, xerr=Winkel_errors, yerr=E_errors, fmt='o', label='Messwerte')\n",
+    "plt.xlabel('Winkel α')\n",
+    "plt.ylabel('Gleitverhältnis E')\n",
+    "plt.title('Gleitbarkeit der Tragfläche')\n",
+    "plt.legend()\n",
+    "plt.grid(True)\n",
+    "plt.show()\n",
+    "\n",
+    "a=0.99\n",
+    "x_curve = np.linspace(0, 0.15, 100)\n",
+    "y_curve = a * x_curve\n",
+    "\n",
+    "plt.errorbar(FW_nominal, Fa_nominal, xerr=FW_errors, yerr=Fa_errors, fmt='o', label='Messwerte')\n",
+    "plt.xlabel('Wiederstandskraft $F_W$ (N)')\n",
+    "plt.ylabel('Auftriebskraft $F_A$ (N)')\n",
+    "plt.title('Polardiagramm einer Tragfläche') \n",
+    "plt.plot(x_curve, y_curve)\n",
+    "plt.legend()\n",
+    "plt.grid(True)\n",
+    "plt.show()\n",
+    "\n",
+    "Winkel_max=np.arctan(1/a)/(np.pi)*180\n",
+    "print(Winkel_max)"
+   ]
+  },
+  {
+   "attachments": {
+    "329d12a3-cbd9-4b1c-9ebb-722a2d4d11a8.jpg": {
+     "image/jpeg": 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"
+    }
+   },
+   "cell_type": "markdown",
+   "id": "e8bea9bd-2489-4788-bdeb-47267a8e326c",
+   "metadata": {},
+   "source": [
+    "**V E R S U C H S B E S C H R E I B U N G**\n",
+    "\n",
+    "![WhatsApp Bild 2024-11-26 um 20.53.08_84656168.jpg](attachment:329d12a3-cbd9-4b1c-9ebb-722a2d4d11a8.jpg)\n",
+    "Shema des Versuchsaufbaus, Handzeichnung.\n",
+    "\n",
+    "Eine Tragfläche wurde in einem Luftstrom mit konstanter Strömungsgeschwindigkeit ($f_{Düse}=2600\\pm25\\mathrm{U/min}$) installiert. Die Messung der Wiederstandskraft $F_W$ wird gleichermaßen Aufgabe 3.1 geführt, wobei ein offset von $0.01N$ und eine Messunsicherheit von $\\Delta F_W=0.002N$ besteht. Die Auftriebskraft $F_A$ wurde mit Hilfe einer installierten Auftriebswaage bestimmt, wobei wobei ein offset von $0.2N$ und eine Messunsicherheit von $\\Delta F_A=0.01N$ besteht. Der Anstellwinkel $\\alpha$ der Tragfläche im Bezug zum Luftstrom wurde im Bereich $−8°≤\\alpha≤12°$ in Schritten von $\\Delta\\alpha=4°$ variiert, mit einer zusätchlichen Messung bei $\\alpha=10°$. Insgesamt wurden sieben Datenpunkte aufgenommen.\n",
+    "\n",
+    "Es resultieren folgende Daten:\n",
+    "\n",
+    "| Kraft\\Winkel $\\alpha$ | -8°  | -4°  |  0° |  4° |  8° |  10° | 12°  |\n",
+    "|-----|-----|-----|-----|-----|-----|-----|-----|\n",
+    "|  Auftriebskraft $F_W$ (N)|  0.09 | 0.11  | 0.1  | 0.08  | 0.11  |  0.14 | 0.15  |\n",
+    "|  Wiederstandskraft $F_A$ (N) |  -0.16 | -0.12  | -0.11  | -0.05  | 0.01  |  0.06 | 0.15  |\n",
+    "\n",
+    "Wobei ein Offset von $\\Delta F_W=0.01\\,\\mathrm{N}$ und $\\Delta F_A=0.2\\,\\mathrm{N}$ dazu substrahiert wurde.\n",
+    "\n",
+    "Aus der graphischen Darstellung der Wertepaare $(F_{W_i};F_{A_i})$ können wir ein Polardiagramm erstellen (siehe Plot 4). Sogenannte \"Pohlstrahlen\" verbinden die Datenpunkte mit dem Ursprung durch eine lineare Funktion der Form $y=a\\cdot x$ (mit $a$ einer beliebigen Konstante). Das höchste Gleitverhähltnis $E_{Max}$ ist somit der Berührpunkt des steilsten Pohlstrahls. \n",
+    "Das Gleitverhältnis $E$ wird hier durch $E_i=\\dfrac{F_{A_i}}{F_{W_i}}$ bestimmt. \n",
+    "\n",
+    "---"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "9224fd1b-de8f-4ba8-b53e-5d38cdb49764",
+   "metadata": {},
+   "source": [
+    "**L Ö S U N G**\n",
+    "\n",
+    "Der Messpunkt beim Winkel $\\alpha=12°$ scheint optisch den steilsten positiven Pohlstrahl zu besitzen. Somit gilt $E_{Max}=\\dfrac{F_{A_{12°}}}{F_{W_{12°}}}=\\dfrac{0.15}{0.15}=1.00$. Dessen Pohlstrahl wird mit der Funktion $y=0.99\\cdot x$ beschrieben (siehe Plot. 4), wobei die Konstante $a=0.99\\pm0.01$ manuel bestimmt wurde. Der Winkel $\\alpha_{Max}$ kann somit trigonometrisch bestimmt werden: $\\alpha_{Max}=\\arctan{(\\dfrac{1}{a})}=\\arctan{(\\dfrac{1}{0.99})}\\approx0.79\\,\\mathrm{rad}$.\n",
+    "In Winkelgrad umwandeln ergibt: $\\alpha_{Max}=\\dfrac{0.79}{2\\pi}\\cdot360\\approx45.26°$\n",
+    "\n",
+    "Die zugehörige Unsicherheiten folgen aus der Formel der Unsicherheitfortplanzung: $\\Delta \\alpha_{Max}=\\dfrac{360}{2\\pi}\\cdot\\dfrac{\\partial \\alpha_{Max}}{\\partial a}\\cdot\\Delta a=\\dfrac{360}{2\\pi}\\cdot\\dfrac{-1}{a^2+1}\\cdot\\Delta a=\\dfrac{360}{2\\pi}\\cdot\\dfrac{-1}{(0.99)^2+1}\\cdot0.01\\approx-0.289°$\n",
+    "\n",
+    "$\\Delta E_{Max}=\\sqrt{(\\dfrac{\\partial E_{Max}}{\\partial F_{A_i}}\\cdot\\Delta F_{A})^2+(\\dfrac{\\partial E_{Max}}{\\partial F_{W_i}}\\cdot\\Delta F_{W})^2}=\\sqrt{(\\dfrac{1}{F_{W_i}}\\cdot\\Delta F_{A})^2+(\\dfrac{-F_{A_i}}{F_{W_{i}}^2}\\cdot\\Delta F_{A})^2}=\\sqrt{(\\dfrac{1}{0.15}\\cdot0.01)^2+(\\dfrac{0.15}{(0.15)^2}\\cdot0.002)^2}\\approx0.068$\n",
+    "\n",
+    "Somit gilt: $\\alpha_{Max}=45.26\\pm0.289°$ und $E_{Max}=1.00\\pm0.068$\n",
+    "\n",
+    "---"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "0d61a7a1-2be6-4919-8f7d-3244de4010d9",
+   "metadata": {},
+   "source": [
+    "**D I S K U S S I O N**\n",
+    "\n",
+    "Die Messdaten der Auftriebskraft scheinen vertrauenswürdig da sie eine lineare Kurve bilden. Auch den Endwert von einem Idealwinkel von ungefähr 45° scheint realitätkonform zu sein. Insgesamt bestehen jedoch sehr kleine Unsicherheiten, die von den Messleseunsicherheiten abstammen, welche sicherheitshalber größer sein könnten. Insgesamt bleibt das Ergebnis jedoch zufriedenstellend.\n",
+    "\n",
+    "---"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "6f4aa669-45c2-4ee5-84ca-adcaa1b9dd56",
+   "metadata": {},
+   "source": [
+    "### Aufgabe 4.2: Druckprofil\n",
+    "\n",
+    "Messen Sie bei konstanter Strömungsgeschwindigkeit $v_{s}$ (entsprechend $f=2600\\,\\mathrm{U/min}$) den Druck an den Messstellen des am Versuch ausliegenden Tragflächenmodells für die Anstellwinkel $\\alpha_{i}=-20^{\\circ},\\,0^{\\circ},\\,+20^{\\circ}$.\n",
+    "\n",
+    "---"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 201,
+   "id": "f8df61ce-6472-43cc-8e40-d5996be3c061",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "image/png": 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+      "text/plain": [
+       "<Figure size 1500x1000 with 1 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "#Winkel=-20Grad +-1 grad f=2600\n",
+    "unc=5\n",
+    "offset=ufloat(30,5)\n",
+    "pd4220min=np.array([ufloat(102,unc),ufloat(57,unc),ufloat(-33,unc),ufloat(-41,unc),ufloat(-36,unc),ufloat(-34,unc),ufloat(-34,unc),ufloat(-35,unc),ufloat(-31,unc)])\n",
+    "pd420=np.array([ufloat(142,unc),ufloat(-70,unc),ufloat(-74,unc),ufloat(-50,unc),ufloat(-37,unc),ufloat(-43,unc),ufloat(-34,unc),ufloat(30,unc),ufloat(30,unc)])\n",
+    "pd4220plus=np.array([ufloat(97,unc),ufloat(-110,unc),ufloat(-81,unc),ufloat(-45,unc),ufloat(-35,unc),ufloat(53,unc),ufloat(46,unc),ufloat(36,unc),ufloat(32,unc)])\n",
+    "pd420f=[((x**2)**0.5-offset)*(x/(x**2)**0.5) for x in pd420]\n",
+    "pd4220minf=[((x**2)**0.5-offset)*(x/(x**2)**0.5) for x in pd4220min]\n",
+    "pd4220plusf=[((x**2)**0.5-offset)*(x/(x**2)**0.5) for x in pd4220plus]\n",
+    "\n",
+    "# Load image to render it through matplotlib rendering engine. Note that the axis ranges are \n",
+    "# here predefined by the image. There might be nicer solutions to this\n",
+    "wip = plt.figure(\"demo\", figsize=(15.0, 10.0))\n",
+    "wip = mpimg.imread(\"figures/wing_profile.png\")\n",
+    "wipplot = plt.imshow(wip)\n",
+    "# Re-adjust aix ranges \n",
+    "plt.xlim(-250.,1450.)\n",
+    "plt.ylim(600.,-250.)\n",
+    "\n",
+    "plt.title(\"Druckwerte bei -20°\", fontsize=16)\n",
+    "\n",
+    "#Bohrung 9\n",
+    "plt.arrow(156., 290., 0., -2., color=\"red\", length_includes_head=False, width=2, head_width=20., head_length=20.)\n",
+    "plt.text(80., 355., r'$p_{s}^{(9)}=(-1\\pm5)\\,\\mathrm{Pa}$', fontsize=12)\n",
+    "#Bohrung 8\n",
+    "plt.arrow(286., 290., 0., -10., color=\"red\", length_includes_head=False, width=2, head_width=20., head_length=20.)\n",
+    "plt.text(200., 230., r'$p_{s}^{(8)}=(-5\\pm5)\\,\\mathrm{Pa}$', fontsize=12)\n",
+    "#Bohrung 7\n",
+    "plt.arrow(750., 290., 0., -8., color=\"red\", length_includes_head=False, width=2, head_width=20., head_length=20.)\n",
+    "plt.text(680., 355., r'$p_{s}^{7)}=(-4\\pm5)\\,\\mathrm{Pa}$', fontsize=12)\n",
+    "#Bohrung 6\n",
+    "plt.arrow(1073., 290., 0., -8., color=\"red\", length_includes_head=False, width=2, head_width=20., head_length=20.)\n",
+    "plt.text(1000., 355., r'$p_{s}^{(6)}=(-4\\pm5)\\,\\mathrm{Pa}$', fontsize=12)\n",
+    "#Bohrung 5\n",
+    "plt.arrow(1067., 232., -4., 12., color=\"red\", length_includes_head=False, width=2, head_width=20., head_length=20.)\n",
+    "plt.text(1020., 180., r'$p_{s}^{(5)}=(-6\\pm5)\\,\\mathrm{Pa}$', fontsize=12)\n",
+    "#Bohrung 4\n",
+    "plt.arrow(744., 135., -6., 22., color=\"red\", length_includes_head=False, width=2, head_width=20., head_length=20.)\n",
+    "plt.text(730., 85., r'$p_{s}^{(4)}=(-11\\pm5)\\,\\mathrm{Pa}$', fontsize=12)\n",
+    "#Bohrung 3\n",
+    "plt.arrow(286., 80., 0., 6., color=\"red\", length_includes_head=False, width=2, head_width=20., head_length=20.)\n",
+    "plt.text(200., 30., r'$p_{s}^{(3)}=(-3\\pm5)\\,\\mathrm{Pa}$', fontsize=12)\n",
+    "#Bohrung 2\n",
+    "plt.arrow(156., 55., 0., -54., color=\"green\", length_includes_head=False, width=2, head_width=20., head_length=20.)\n",
+    "plt.text(-70., 60., r'$p_{s}^{(2)}=(27\\pm5)\\,\\mathrm{Pa}$', fontsize=12)\n",
+    "#Bohrung 1\n",
+    "plt.arrow(40., 183., -144., 0., color=\"green\", length_includes_head=False, width=2, head_width=20., head_length=20.)\n",
+    "plt.text(-150., 230., r'$p_{s}^{(1)}=(72\\pm5)\\,\\mathrm{Pa}$', fontsize=12)\n",
+    "\n",
+    "\n",
+    "# Suppress axes if you want once done with your work on the arrows\n",
+    "wipplot.axes.get_xaxis().set_visible(False)\n",
+    "wipplot.axes.get_yaxis().set_visible(False)\n",
+    "plt.show()"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 198,
+   "id": "65123805-5ee8-43d4-a56b-9bead60da27c",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "image/png": 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+      "text/plain": [
+       "<Figure size 1500x1000 with 1 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "wip = plt.figure(\"demo\", figsize=(15.0, 10.0))\n",
+    "wip = mpimg.imread(\"figures/wing_profile.png\")\n",
+    "wipplot = plt.imshow(wip)\n",
+    "# Re-adjust aix ranges \n",
+    "plt.xlim(-250.,1450.)\n",
+    "plt.ylim(600.,-250.)\n",
+    "\n",
+    "plt.title(\"Druckwerte bei 0°\", fontsize=16)\n",
+    "\n",
+    "#Bohrung 9\n",
+    "plt.text(80., 355., r'$p_{s}^{(9)}=(0\\pm5)\\,\\mathrm{Pa}$', fontsize=12)\n",
+    "#Bohrung 8)\n",
+    "plt.text(200., 280., r'$p_{s}^{(8)}=(0\\pm5)\\,\\mathrm{Pa}$', fontsize=12)\n",
+    "#Bohrung 7\n",
+    "plt.arrow(750., 290., 0., -8., color=\"red\", length_includes_head=False, width=2, head_width=20., head_length=20.)\n",
+    "plt.text(680., 355., r'$p_{s}^{7)}=(-4\\pm5)\\,\\mathrm{Pa}$', fontsize=12)\n",
+    "#Bohrung 6\n",
+    "plt.arrow(1073., 290., 0., -26., color=\"red\", length_includes_head=False, width=2, head_width=20., head_length=20.)\n",
+    "plt.text(1000., 355., r'$p_{s}^{(6)}=(-13\\pm5)\\,\\mathrm{Pa}$', fontsize=12)\n",
+    "#Bohrung 5\n",
+    "plt.arrow(1067., 232., -4., 14., color=\"red\", length_includes_head=False, width=2, head_width=20., head_length=20.)\n",
+    "plt.text(1020., 180., r'$p_{s}^{(5)}=(-7\\pm5)\\,\\mathrm{Pa}$', fontsize=12)\n",
+    "#Bohrung 4\n",
+    "plt.arrow(744., 135., -9., 40., color=\"red\", length_includes_head=False, width=2, head_width=20., head_length=20.)\n",
+    "plt.text(730., 85., r'$p_{s}^{(4)}=(-20\\pm5)\\,\\mathrm{Pa}$', fontsize=12)\n",
+    "#Bohrung 3\n",
+    "plt.arrow(286., 80., 0., 88., color=\"red\", length_includes_head=False, width=2, head_width=20., head_length=20.)\n",
+    "plt.text(200., 30., r'$p_{s}^{(3)}=(-44\\pm5)\\,\\mathrm{Pa}$', fontsize=12)\n",
+    "#Bohrung 2\n",
+    "plt.arrow(156., 90., 0., 80., color=\"red\", length_includes_head=False, width=2, head_width=20., head_length=20.)\n",
+    "plt.text(-90., 60., r'$p_{s}^{(2)}=(-40\\pm5)\\,\\mathrm{Pa}$', fontsize=12)\n",
+    "#Bohrung 1\n",
+    "plt.arrow(40., 183., -224., 0., color=\"green\", length_includes_head=False, width=2, head_width=20., head_length=20.)\n",
+    "plt.text(-170., 230., r'$p_{s}^{(1)}=(112\\pm5)\\,\\mathrm{Pa}$', fontsize=12)\n",
+    "\n",
+    "\n",
+    "# Suppress axes if you want once done with your work on the arrows\n",
+    "wipplot.axes.get_xaxis().set_visible(False)\n",
+    "wipplot.axes.get_yaxis().set_visible(False)\n",
+    "plt.show()"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 195,
+   "id": "67889a2d-e867-4250-8dad-c9e2e2b42265",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "image/png": 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",
+      "text/plain": [
+       "<Figure size 1500x1000 with 1 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "wip = plt.figure(\"demo\", figsize=(15.0, 10.0))\n",
+    "wip = mpimg.imread(\"figures/wing_profile.png\")\n",
+    "wipplot = plt.imshow(wip)\n",
+    "# Re-adjust aix ranges \n",
+    "plt.xlim(-250.,1450.)\n",
+    "plt.ylim(600.,-250.)\n",
+    "\n",
+    "plt.title(\"Druckwerte bei 20°\", fontsize=16)\n",
+    "\n",
+    "#Bohrung 9\n",
+    "plt.arrow(156., 325., 0., 4., color=\"green\", length_includes_head=False, width=2, head_width=20., head_length=20.)\n",
+    "plt.text(80., 385., r'$p_{s}^{(9)}=(2\\pm5)\\,\\mathrm{Pa}$', fontsize=12)\n",
+    "#Bohrung 8\n",
+    "plt.arrow(286., 325., 0., 12., color=\"green\", length_includes_head=False, width=2, head_width=20., head_length=20.)\n",
+    "plt.text(200., 280., r'$p_{s}^{(8)}=(6\\pm5)\\,\\mathrm{Pa}$', fontsize=12)\n",
+    "#Bohrung 7\n",
+    "plt.arrow(750., 325., 0., 32., color=\"green\", length_includes_head=False, width=2, head_width=20., head_length=20.)\n",
+    "plt.text(680., 280., r'$p_{s}^{7)}=(16\\pm5)\\,\\mathrm{Pa}$', fontsize=12)\n",
+    "#Bohrung 6\n",
+    "plt.arrow(1073., 325., 0., 46., color=\"green\", length_includes_head=False, width=2, head_width=20., head_length=20.)\n",
+    "plt.text(1115., 350., r'$p_{s}^{(6)}=(23\\pm5)\\,\\mathrm{Pa}$', fontsize=12)\n",
+    "#Bohrung 5\n",
+    "plt.arrow(1067., 232., -4., 10., color=\"red\", length_includes_head=False, width=2, head_width=20., head_length=20.)\n",
+    "plt.text(1020., 180., r'$p_{s}^{(5)}=(-5\\pm5)\\,\\mathrm{Pa}$', fontsize=12)\n",
+    "#Bohrung 4\n",
+    "plt.arrow(744., 135., -9., 30., color=\"red\", length_includes_head=False, width=2, head_width=20., head_length=20.)\n",
+    "plt.text(730., 85., r'$p_{s}^{(4)}=(-15\\pm5)\\,\\mathrm{Pa}$', fontsize=12)\n",
+    "#Bohrung 3\n",
+    "plt.arrow(286., 80., 0., 102., color=\"red\", length_includes_head=False, width=2, head_width=20., head_length=20.)\n",
+    "plt.text(200., 30., r'$p_{s}^{(3)}=(-51\\pm5)\\,\\mathrm{Pa}$', fontsize=12)\n",
+    "#Bohrung 2\n",
+    "plt.arrow(156., 90., 0., 160., color=\"red\", length_includes_head=False, width=2, head_width=20., head_length=20.)\n",
+    "plt.text(-80., 60., r'$p_{s}^{(2)}=(-80\\pm5)\\,\\mathrm{Pa}$', fontsize=12)\n",
+    "#Bohrung 1\n",
+    "plt.arrow(40., 183., -134., 0., color=\"green\", length_includes_head=False, width=2, head_width=20., head_length=20.)\n",
+    "plt.text(-150., 230., r'$p_{s}^{(1)}=(67\\pm5)\\,\\mathrm{Pa}$', fontsize=12)\n",
+    "\n",
+    "\n",
+    "# Suppress axes if you want once done with your work on the arrows\n",
+    "wipplot.axes.get_xaxis().set_visible(False)\n",
+    "wipplot.axes.get_yaxis().set_visible(False)\n",
+    "plt.show()"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "3c09beba-c99a-48b0-90f9-e0e1ef9a6ffe",
+   "metadata": {},
+   "source": [
+    "**V E R S U C H S B E S C H R E I B U N G**\n",
+    "\n",
+    "Mit einem Feinmanometer wurde der Druck $\\rho(\\alpha)$ an 9 verschiedenen Stellen der Tragfläche gemessen. Dabei gilt ein offset von $30Pa$ sowie eine Unsicherheit von $\\Delta\\rho=5Pa$. Die Messungen sind in der unteren tabelle dargestellt:\n",
+    "\n",
+    "| Winkel \\ Bohrung | 1 | 2 | 3 | 4 | 5 | 6 | 7 | 8 | 9 | \n",
+    "|------------|----------|----------|----------|----------|----------|----------|----------|----------|----------|\n",
+    "| Druck bei -20° (Pa)  | 72 | 27 | -3 | -11 | -6 | -4 | -4 | -5 | -1 |\n",
+    "| Druck bei 0° (Pa) | 112 | -40 | -44 | -20 | -7 | -13 | -4 | 0 | 0 |\n",
+    "| Druck bei +20° (Pa) | 67 | -80 | -51 | -15 | -5 | 23 | 16 | 6 | 2 |\n",
+    "\n",
+    "---"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "a08dbc12-27a2-49cf-9178-57de12a4d55b",
+   "metadata": {},
+   "source": [
+    "**L Ö S U N G**\n",
+    "\n",
+    "Die Graphen der Druckwerte in Abhängigkeit des Anstellwinkels $\\alpha$ sind oben dargestellt. Grüne Pfeile haben einen positiven Druckwert $\\rho_s$ und sind radial gerichtet, wobei rote Pfeile einen negativen Druckwert $\\rho_s$ haben und innen gerichtet sind.\n",
+    "\n",
+    "---"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "82c98962-17ab-4de3-a630-03d0f1397fb1",
+   "metadata": {},
+   "source": [
+    "**D I S K U S S I O N**\n",
+    "\n",
+    "Die Werte ergeben Sinn da ein Unterdruck (bei negativen $\\rho_s$) zu sehen ist wo die Stromluft tangential oder paralell gegen die Bohrung verläuft, und ein Druck (bei positiven $\\rho_s$) wo die Bohrung senkrecht gegen den Stromfluss liegt. Die Strömungsgeschwindigkeit entlang der Bohrungen ermittelt den ausgesetzen statischen Druck. Beim Anstellwinkel $\\rho_s=20°$ wird erkannt, dass die Oberfläche einem negative Druck ausgesetz ist sowie einem positiven auf der Unterseite. Da ein negativer staticher Druck zu einem Auftrieb führt (und ein positivier zu einem Abtrieb) wirken beide Kräfte nach Oben. Dies erscheint sich somit als nützlich da es einfacher ist die Tragfläche mit wenig Kraftaufwand nach Oben zu richten.\n",
+    "\n",
+    "---"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "f32d0de1-eef2-41cb-aeb0-3bdb30213988",
+   "metadata": {
+    "jp-MarkdownHeadingCollapsed": true
+   },
+   "source": [
+    "# Beurteilung"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "af348773-3ad3-4a87-a1db-0ccc611f883d",
+   "metadata": {},
+   "source": [
+    " * Nach Abschluss des Versuchs haben Sie die Möglichkeit diesen Versuch individuell zu beurteilen.\n",
+    " * **Folgen Sie zur Beurteilung dieses Versuchs diesem [Link](https://www.empirio.de/s/tYVstb2b5V)**.\n",
+    " * Beachten Sie, dass jede:r Studierende nur einmal pro Versuch eine Beurteilung abgeben kann.\n",
+    " * Wir empfehlen die Beurteilung nach der Besprechung Ihrer Versuchsauswertung mit Ihrem:r Tutor:in auszufüllen.  "
+   ]
+  }
+ ],
+ "metadata": {
+  "kernelspec": {
+   "display_name": "Python 3 (ipykernel)",
+   "language": "python",
+   "name": "python3"
+  },
+  "language_info": {
+   "codemirror_mode": {
+    "name": "ipython",
+    "version": 3
+   },
+   "file_extension": ".py",
+   "mimetype": "text/x-python",
+   "name": "python",
+   "nbconvert_exporter": "python",
+   "pygments_lexer": "ipython3",
+   "version": "3.11.10"
+  }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 5
+}