From a8b1fe53b277edd6179bdf4cee1ff2a9945b597e Mon Sep 17 00:00:00 2001
From: Niklas Baertl <utkql@student.kit.edu>
Date: Thu, 23 Jan 2025 10:40:04 +0100
Subject: [PATCH] 3.2 und 2.2 stuff

---
 Aeromechanik/Aeromechanik.ipynb | 245 ++++++++++++++++++++++++++++----
 Aeromechanik/Aufgabe 3/3.2.csv  |   6 +-
 2 files changed, 223 insertions(+), 28 deletions(-)

diff --git a/Aeromechanik/Aeromechanik.ipynb b/Aeromechanik/Aeromechanik.ipynb
index 605d16c..e9b0569 100644
--- a/Aeromechanik/Aeromechanik.ipynb
+++ b/Aeromechanik/Aeromechanik.ipynb
@@ -109,7 +109,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 95,
+   "execution_count": 256,
    "id": "790c4e5e",
    "metadata": {},
    "outputs": [],
@@ -207,7 +207,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 96,
+   "execution_count": 257,
    "id": "05ee67d2",
    "metadata": {},
    "outputs": [
@@ -286,7 +286,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 97,
+   "execution_count": 258,
    "id": "2c6e6dd8-bcfa-407c-b07e-3bb7dcf8f358",
    "metadata": {},
    "outputs": [
@@ -357,7 +357,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 98,
+   "execution_count": 259,
    "id": "495e80a1",
    "metadata": {},
    "outputs": [
@@ -438,7 +438,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 99,
+   "execution_count": 260,
    "id": "749744d6",
    "metadata": {},
    "outputs": [
@@ -586,13 +586,55 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 100,
+   "execution_count": 261,
    "id": "38afd788",
    "metadata": {},
    "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "0      12\n",
+      "1      16\n",
+      "2      21\n",
+      "3      29\n",
+      "4      37\n",
+      "5      47\n",
+      "6      58\n",
+      "7      71\n",
+      "8      84\n",
+      "9      99\n",
+      "10    110\n",
+      "Name: Druck, dtype: int64\n",
+      "0       7\n",
+      "1      11\n",
+      "2      16\n",
+      "3      24\n",
+      "4      32\n",
+      "5      42\n",
+      "6      53\n",
+      "7      66\n",
+      "8      79\n",
+      "9      94\n",
+      "10    105\n",
+      "Name: Druck, dtype: int64\n",
+      "0      3.380617\n",
+      "1      4.237828\n",
+      "2      5.111013\n",
+      "3      6.259686\n",
+      "4      7.228063\n",
+      "5      8.280787\n",
+      "6      9.302183\n",
+      "7     10.380515\n",
+      "8     11.356918\n",
+      "9     12.388276\n",
+      "10    13.093073\n",
+      "Name: Druck, dtype: float64\n"
+     ]
+    },
     {
      "data": {
-      "image/png": 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",
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",
       "text/plain": [
        "<Figure size 600x400 with 1 Axes>"
       ]
@@ -602,7 +644,27 @@
     },
     {
      "data": {
-      "image/png": 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",
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",
+      "text/plain": [
+       "<Figure size 640x480 with 1 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "image/png": 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ITExESEiIoTwkJAQPHz7Eyy+/DIlEYrju7du3Ub9+fUNMj8tbXhkeHl6s+yqIo6MjBg0ahEuXLuHy5cuG8q1btyInJ8doFhcRUWXEJXtEREREZUSfrUHGzdNAAZuUi3o91DdPQ5+ZDgCQKOxg26AdBEnF+x5xXD7L7Pbv2oW3XngBoigaygRBwDf/+x/6DBlSliFazN3dHaNGjYJGo8HYsWOxYMEC/PDDDwCApKQkACh03x+1Onc/MH9/fxw8eBDz58/Hli1bDMvy2rRpgy+//LLETu97ci8oAJDJZHB0dDRbDsDs7LWC2ud3jfzGKo6Crq/T6QDAMPvMXDIKAKpXr16ka7766qtYvHgxfv75ZwwaNAiA+eV6edfNb/waNWoAAFJTU03qLLkvS+LcsWMHfv75Z8OG+Js2bYKVlRVeeukli8YgIqqoKt4nGyIiIqIqSNTroL5xGvrszPzbiCI0d8KhUyUCAASZNZS+HSHIzM84qqj6DB2Kb3/5xTBTysrKCt/++muFTUY9rn379gBgOGEO+C8p89tvvxnNqnry1a1bN0Ofbt26ISQkBMnJyTh06BAmT56MK1euYMCAAbh1q+DlmpVR3owirdb0xEhzyZqiyvsZmDv9EAASEhKKNF7z5s3RvHlz7NmzB2lpaUhLS8OePXvQokULNGvWzOS6+Y2fV24ucVcSnn/+ebi6umLz5s0QRRGRkZE4deoU+vfvX6LLP4mIygMTUkRERERlQHP7AnTpyQW2ybp/AzmJMblvBAlsG3aARKEssE9F1WfoUMMG5i7u7pUiGQX8NxtK/9gstg4dOgAATp48WeTxbGxs0L17d3z11VeYPn06NBoNDhw4YKiXSqUWz5apyJycnACYX8Z34cKFpx7fwcEBPj4+iIyMNJuUOnHiRJHHHD16NDQaDXbu3ImdO3dCo9GYbBLu4OCAunXrIjIy0uy9HT58GABMTmUsKVZWVhgxYgRiYmJw+PBhbmZORFUKE1JEREREpSzz/k1kJ94rsI027RGy7kUY3tvWaw2ZfbXSDo0eo9frsWLFCgBAly5dDOVDhgxBrVq1sGTJEhw5csSkX05ODo4dO2Z4f/ToUZMNzoH/ZtM8vtl5tWrVkJiYiMzM/GfOVQYODg5o2LAhjh07hsjISEN5Wloapk2bViLXeOWVV5CVlYU5c+YYlYeGhmLfvn3FGk8ikWDTpk346aefDHtLPWnMmDHIycnBtGnTjJah/vPPP1i/fj0cHR0xdOjQIl/fUnlLCDdt2oSff/4ZTk5OhmWGRESVGfeQIiIiIipFOcnxyIy+Umg7qV01yD19kRV7HQrvxrBy8SyD6J5dkZGRCA4ONrx/+PAhDh06hGvXrsHb2xszZ8401MnlcuzYsQPPP/88unXrhl69eqFp06YAgOjoaBw9ehQuLi6IiMhNKH711Vf466+/0KNHD9StWxcKhQLnz5/H33//jfr162PYsGGGsXv27ImzZ89i0KBB6NKlC6ytrREQEICAgICyeRAlaPLkyXjrrbfg7++PF198EXq9Hnv37kXbtm1LZPypU6di586dWLlyJS5duoSAgADcu3cP27dvx6BBg/Dbb78Zlg5aombNmujZsycOHjwIAOjVqxdq1qxp0u7jjz/GH3/8gZ9++gnXrl1Dr1698PDhQ2zbtg05OTnYuHEj7O3tS+QezenYsSMaNGiAjRs3IicnB+PHj4dcLi+16xERlRUmpIiIiIhKiS5DhYzIsxa1FQQBCi8/yBzdIbVzLuXI6NatW0YzbeRyOXx8fDB58mRMmzYNrq6uRu3btWuHixcv4ssvv8Sff/6JY8eOQS6Xw9PTE0OHDsWoUaMMbSdMmABHR0ecOnUKR44cgSiKqFWrFmbOnIn333/fKHnx6aefIjk5Gb///jsOHjwIvV6P2bNnV8qE1JtvvomcnBx8/fXXWLt2LTw8PBAUFISZM2fC2tr6qce3t7fHkSNHMG3aNOzevRtnzpxBkyZNsGXLFty+fRu//fZbkfdyevXVVw1LKPNbBqdQKHDw4EEsXLgQ27Ztw9KlS2Fra4uuXbti+vTpZfKzGj16NGbPnl1gnERElY0gPj7vlIpMpVLB0dERqamppbaZIREREVU+em020v85DH2musTGVKkzUPu5VyrN5w5/Ly/Ex8aihqcnTt4reMki0dMYPXo0fv75Z1y9ehWNGjUq73CIiMgC3EOKiIiIqISJoh4ZN04XmIwS9Tqor5+C9t8T9YiocHFxcSZlhw8fxtatW+Hr68tkFBFRJcIle0REREQlTBN1ucBEkyiK0Ny6AG1KPLSpCbCt18aiPaMEQVqSYZa6sZMnI12lgl0lmM1FlUP//v1hY2ODli1bQqlU4urVqwgJCYFUKjVsSE9ERJUDE1JEREREJSgr/jayE+4U3ObeNeQk/XuEvCCBRKEsfGBBgG29ViUQYdkZN3lyeYdAVcyYMWPw888/Y+vWrUhLSzOcODdt2jR06NChvMMjIqIi4B5ST4l7SBEREVGenNSHUEecAAr4eJX94C40d8IN720bdoCVc41Cx7ap2xJZimr83EFERERVAveQIiIiIioBOk06Mm6eLjAZpU19AE3URcN7Re2mFiWjFN6NIHf3KYkwiYiIiCoEJqSIiIiInpKozYH6RhhEbU6+bXQZKqhvnjEkrKyr14W8Rr1Cx5ZXrwOFp2+JxUpERERUETAhRURERPQURFEP9c0z0GvS822jz86E+noYoNMCAGRONaCo3bTQsa1cPKHwaV5isRIRERFVFExIERERET2FzKjL0KY+yLdeFEVk3DgFMVsDAJAqHWFbvw0EQShwXJmjG2zrFd6OiIiIqDLiKXtERERExZSVcAdZj52o99OW3VCrNVAqbfDqqCEAAEEQIPdogIxb5yBYyWHbsCMEacEfwaRKJygbtIcg4XeHREREVDUxIUVERERUDDmpD6CJumRUtmnLb3jw8BHc3VwMCSkAsHKpCaW1AoJUBom1osBxJQo7KP38IcisSiVuIiIiooqACSkiIiKiIso9Ue9MgSfqPUlmX63QNhJrBZR+/pBYyZ8mPCIiIqIKj/PAiYiIiIpAr82G+nrBJ+qJep3RUj5LCFIrKH39IVUonzZEIiIiogqPCSkiIiIiC4miHhk3TkOfmf+JegAgarORGXUJmdFXIFowi0qQSKH07Qip0rGkQiUiIiKq0JiQIiIiIrKQ5s4laFWJ+TcQ9UZv9drswgcVBNg2aAuZg8tTRkdERERUeTAhRURERGSBrLhIZD+Iyrden50J8bEElMzRHTY+LSAIQoHj2tZtBStnj5IKk4iIiKhSYEKKiIiIqBA5yfHQ3P0n33pRl5O7r9S/y/MEQQLbBm0hSAr+qGVTuyms3WqVaKxUeej1eqSnpyMzM7O8QyEiIipzTEgRERERFUCnTkXGzbP51ot6PTJunoU+I9VQJlhZQ5BaFTiuvGYDyD3ql1icVPlMnDgR9vb2sLOzQ0JCQnmHQ0REVKaYkCIiIiLKhz47M3fmk15rtl4URWiiLkKb+iC3wLA8r+BletbutWFTq0kJRkqV0ezZs3H06FHodDpoNJryDoeIiKhMyco7ACIiIqKKSNRpob5xCvrs/BMFWXE3kfMwOveNIIFEZg1AXeC4VtVqwqZOixKMlCorDw8PeHhw/zAiIno2MSFFRERE9ARRFJFx+wJ06ckFtrNyrI7s+DsQczJhU681IOwusL3MwRW29dtAECr2JHXV+X1QXdhXaDtrt9pwH/yeUdmDPV8j++HdQvs6tOoLh9Z9De/12Rrc/2lGkfsVVXBwMObMmQMAkMvlSEhIgKOjI3x8fHD3bm7cr7zyCkJDQ5GRkYHAwED873//Q926dTF79mxMnToVCQkJWL58OV599VXDuBqNBjNmzMCmTZuQkZGBPn36YNmyZahVy3iPsO3bt2PWrFm4c+cOGjZsiOnTpxf7XoiIiCozJqSIiIiInpAZcw05j2ILbSdVOsKuSVdoVQ9h7eJZcFs7Zyh9O0KQSEsqzFKjz9YUmowDAJ1dNdMyTZpFfU1mnokoXr8imjBhAtq1a4dRo0Zh7969cHR0BADs3r0bL730Ej744AP07dsXKSkp6NevHy5fvoyffvoJK1asQGBgIObPnw83Nzd89tlnhoSUKIoYPnw4rl+/jvnz58PBwQFr1qxBQEAAzp8/D1dXVwDAnj17MHLkSLz22mtYuHAhYmNjMXny5Ke6HyIiosqKCSkiIiKix2Q/jEbW/RsWt5fIbQo9KU9iY5ebjJJWjo9eEmsbSO2cC20ntbE3W2ZJX4m1jXGBgOL1K6Lq1atjwIABaN68uVG5h4cH0tLSMH78eEj+PR1RoVBg3bp1aNKkiWEm1UcffQQAhllWAPDLL7/g7NmzuHr1KlxcXAAAgYGB6NevH+bOnYvly5cDAD788ENMmTIFixYtMvT19/dH69atn+qeiIiIKqPK8amIiIiIqAxoVYnIuB2eb70+KwPZCXcg925k8bI7ibUN7Pw6Q2IlL6EoS59D6+Ivi3tyCZ+lJNY28Bq7pFh9i2P48OHYuXMnOnfuDAD49ddfMXjwYEMyKk+jRo0AADKZzPDPQO6sqDy7d+/G2LFjDckoAJBIJJgyZQrGjx+P5cuX48aNG7h16xZmzpxpNH6rVq1K/N6IiIgqg4q9gQERERFRGdFp0qG+cQoQ9WbrRW021NfDkBUXiYwbpyHqjE/eO3T4FJKSUwAASckpOHT4FAQrOZSNOkMif7pZPVTyAgMD8euvvxre79y5E4GBgSbtHk9QPZmsyhMXFwcvLy+Tck9PT8TFxQEAHj16BFdXVzg4ODxt6ERERFUCE1JERET0zNPnZEF9/SREbY7ZelGvg/rGaeg1abntM9Mh6nWG+kOHT2HyJwug1eaWabU6fDhtIU7cTILUxq70b4CKzNvbG+7u7jh79iySk5Nx+fJldO/evVhjVa9eHdeuXTMpv3btGtzd3QEAtWrVQmJiItLT043aZGdnF+uaRERElR0TUkRERPRME/U6ZNw4BX2m2ny9KCLj1nno0h4BAASZNWx9/SGxkuOnLbvRd/A4fDzzS7P93nvtdaxdUnbL0KhoAgMDsXPnTuzevRv9+/eHTFa83SwGDRqEDRs2ICYmxlCWnZ2NhQsXYtCgQQByZ0v5+flhyRP/Pqxfv774N0BERFSJcQ8pIiIieqZpbl+ANi3JbJ0oisi8exnapPu5BRIpbH07QqpQAgDUag0ePHyU79g5OTlIV6lKPGYqGcOHD0e/fv3g6+uLiRMnGtVdvHgRmZmZCAsLQ6NGjRAREYH4+HjEx8cjISEBmZmZOHXqFDp06IAXX3wRa9euhb+/P2bMmAEHBwesXr0asbGx+P333w1jfv755xg+fDgePnyIXr164cyZM1i1ahUAICwsDHq9HnXr1i3TZ0BERFReOEOKiIiInlmZMdeQnXgv3/qs+zeRnXAn940gwLZBO8geOwlOqbSBu5sLZDKp2f5WVlaw455BFVbdunXh6emJK1euoFevXkZ1AwYMQEJCArp37441a9Zg4cKF+PHHH7Fs2TKjuvT0dEgkEuzatQsvvPACZs2ahf/7v/9DtWrVcOzYMVSvXt0w5gsvvIDvvvsOu3fvxqhRo3D8+HHs378fTk5OGDVqFCZPnlzWj4CIiKjcCOLjR4RQkalUKjg6OiI1NZWbVBIREVUi2Q+jkXHrfIH1mtsXDO9t6raCtVsts20PHT6FD6ctNDp5TRAEfPvrr+gzZEiJxczPHURERFRVcIYUERERPXO0qkRk3A7Pvz71ATSP1Su8G+ebjAKAHt06YPmaFbCysgKQOzOqpJNRRERERFUJE1JERET0TNFp0qC+cQoQ9fm2kdg6QWrnBACwrl4X1h71CxxT7lEfA8e+DZd/T1RzcXdnMoqIiIioANzUnIiIiJ4Z+pwsqCNOQtTmFNhOYmUNpV8nZD+IgnWNehAEId+21u61YVO7aUmHSkRERFSlMSFFREREzwRRp4X6ehj0WRkWtRekMsgLmRll5eIJmzotSyA6IiIiomcLl+wRERFRlSeKIjJunYMuPdl8vTYHGbfDoddmWzymzKk6bOu1KXD2FBERERGZx4QUERERVXmZ0f8gJynObJ2o10F98zRyHt6F+spRi2ZQyexdoGzQDoKEH6WIiIiIioOfooiIiKhKy4q/jay4W2brRFGE5tZ56FSJue+12RD1ugLHkyqdoPTtCEHKnQ+IiIiIiosJKSIiIqqycpLjoLl72WydKIrIvPsPcpLu5xZIpLD17QCpjX2+40lt7KH084cgsyqNcImIiIieGRUyIbVp0ya8+eabaNu2LeRyOQRBwIYNG/Jtr1KpMHnyZNSuXRtyuRy1a9fG5MmToVKp8u2zefNmtG/fHkqlEs7Ozujfvz/Onj1bCndDRERE5UGbnoyMm2cBUTRbnx0XieyE2/++E2Bbvy1kdtXyHU8it4WyUSdIrOSlEC0RERHRs6VCJqRmzpyJ77//Hnfv3oWHh0eBbdVqNbp164alS5fC19cXH3zwARo3boylS5eiW7duUKvVJn2++OILvPLKK0hISMBbb72FESNG4Pjx4+jcuTNCQ0NL6a6IiIiorOizMqC+Hpbv8rvsh9HIjLlqeG9TtwWsnGvkO57E2gbKRp0hsbYp8ViJiIiInkUVMiG1du1aREVF4eHDh3jrrbcKbLto0SKEh4fj448/xv79+7FgwQLs3bsXs2bNQnh4OBYtWmTU/ubNm5g9ezYaNmyIS5cu4auvvsJ3332HEydOQCaTYdy4cdBqtaV5e0RERFSK9NpspEecgJiTZbY+JyUBmjvhhvdyr0awdqud73iClRxKP39IFcqSDpWIiIjomVUhE1LPPfccatfO/4NhHlEUsXbtWtjZ2WHWrFlGddOmTYOzszPWrVsH8bGp+uvXr4dWq8WMGTPg6OhoKG/SpAlee+013Lp1CwcPHiy5myEiIqIyI+p1yLh+CnpNutl6XYYKGTfPGJbxWVevA3nNBvmOJ0itYOfXCVJbh1KJl4iIiOhZVSETUpa6efMm7t+/j86dO0OpNP7WUqFQoGvXroiNjUVkZKShPG9JXp8+fUzG69u3LwDg8OHDpRc0ERERlQpRFJFx6zy0aY/ybSOxsYOViycAwKpaTShqN4MgCGbbChIZlH4dIVU6mq0nIiIiouKr1OcV37x5EwDQoIH5bzbzym/evGn0z3Z2dqhRw3SfiMfb5CcrKwtZWf8tASho43QiIiIqO5nRV5HzKLbANoIggU2dlpDZOcPK1TvfZBQkEtj6tofM3qUUIq34UsJ2lXcI+XLqOLS8QyAiIqISUKkTUqmpqQBgtPTucQ4ODkbt8v7Z3d3d4vZPmj9/PubMmVOseImIiKh0ZMXfRlZc/l8oPU4QBFi7+xTQQAJlg/awcjT/eaEgYydPRrpKBTsHLvGjiismJgbe3t7lHQYRET3jKnVCqjxMmzYNkydPNrxXqVT8hU5ERFSOcpLioIm6ZLZO1OYg49Y5KLwbW7wPlG39NgWeuFeQcY99RiAqjF6vR0ZGBmQyGRQKRalf78qVK5g1axYuXLiA27dvl/r1iIiIClKp95DKmxmV34ymvOV0j8+gcnR0LFL7J8nlcjg4OBi9iIiIqHxo0x4hI/Ks2TpRr4P6xiloUxKgvnoM2rSkQsezrdsK1v/uMUVU2iZOnAh7e3vY2dkhISGhVK81YcIENG/eHL///jv0en2pXouIiMgSlTohVdieT+b2mGrQoAHS09MRHx9vUXsiIiIqfWuXLMGy4GCsXbLE4j46TTrU109B1OtM6kRRj4zIs9DlbXAuCBBkVgWOZ+PTHNbuhZ/yS1RSZs+ejaNHj0Kn00Gj0RR7nAMHDiA5ObnANo8ePcLevXsxatSoYl+HiIioJFX6hFTNmjVx/PhxqNVqo7rMzEwcOXIENWvWRP369Q3l3bp1AwDs37/fZLx9+/YZtSEiIqKysW7JEnw9Zw7WWZiQ0mdnQh1xAqI226ROFEVo7lyENvnfL58kUtj6doTUxj7f8RS1mkBeo26xYicqLg8PDwQEBDz1OL1798bFixcLbLN9+3azp0wTERGVl0qdkBIEAePGjUN6ejrmzp1rVDd//nwkJydj3LhxRifovP7665DJZJg3b57R0r0rV65g48aNqFevHnr27Flm90BERERFI+q0UF8Pgz4rw2x9VsxV5DyMzn0jCLBt2B4yO+d8x1N4+kJRk7OjnxXBwcEQBAGCIEChUBg+D/r4+BjKR48eDS8vL1SrVg3jx4+Hk5MTWrdujd27d8PPzw/Ozs746aefjMbVaDSYPHky3N3dYWdnhxdeeAHR0dEm19++fTv8/Pwgl8vRrFkzbNmypUzuuygSEhIwZcoU1KtXD1Kp1PBc8l4ymQzp6enlHSYREVVyFXJT87Vr1+LYsWMAgMuXLxvKQkNDAQBDhw7F0KFDAQAff/wx9uzZg0WLFuHChQto06YNLl68iL1796Jly5b4+OOPjcZu2LAhgoODMXPmTDRv3hzDhw+HWq3Gli1bkJOTgzVr1kAmq5CPhYiI6Jkninqob56GTp1itj4rLhJZcZGG9zb12hR4Wp7coz4U3o1KOkyqwCZMmIB27dph1KhR2Lt3r2Hv0N27d+Oll17CBx98gL59+yIlJQX9+vXD5cuX8dNPP2HFihUIDAzE/Pnz4ebmhs8++wyvvvoqgNxZecOHD8f169cxf/58ODg4YM2aNQgICMD58+fh6uoKANizZw9GjhyJ1157DQsXLkRsbKzRYTkVwcmTJzF48GDUq1cPb7/9Nv744w8cPHgQfn5++PDDDwHAsO8VERHR06iQmZdjx47hxx9/NCo7fvw4jh8/DiD3G6y8hJRSqURoaCjmzJmDHTt2IDQ0FDVq1MAHH3yA2bNnQ6lUmow/Y8YM+Pj4YNmyZVi9ejWsra3RqVMnzJ07F+3atSv1+yMiIqLi0dwOhzblgdm67IfRyIy+Yniv8Gle4Abl1tXrwKZ20xKPkSq26tWrY8CAAWjevLlRuYeHB9LS0jB+/HhIJLmLCBQKBdatW4cmTZogISEBjo6O+OijjwAAc+bMMfT95ZdfcPbsWVy9ehUuLi4AgMDAQPTr1w9z587F8uXLAQAffvghpkyZgkWLFhn6+vv7o3Xr1hbFLoqiyTYVeTQajcmsJYVCUaQvWh88eIAhQ4ZgwIABWL9+PQRBwHvvvYfAwEDs3r0b9erVQ48ePSwej4iIqCAVcsnehg0bIIpivq/g4GCj9o6OjliyZAmio6ORnZ2N6OhoLFmypMDT8l555RWcOXMGGRkZSElJwd69e5mMIiIiqsA0MVeR/dB0CRQA6DRp0NwON7yXe/lBXr1OvmNZu9WCjU/zfOup6hs+fDh27txpeP/rr79i8ODBhmRUnkaNcmfQyWQywz8DucmhPLt378bYsWMNySgAkEgkmDJlCnbv3g0AuHHjBm7duoWZM2cajd+qVSuLY7579y7s7e1NXgDQv39/k/JNmzZZPDYALFy4EDqdDsuWLTNseSGVSrFw4UIA/+23SkREVBIq5AwpIiIiosdlJdxBVuyNfOulNvZQ1G6CzLv/wLp6HchrNsy3rZWLJ2zqtjLaY5KePYGBgejatSuW/LuR/s6dO022egBglKB6MlmVJy4uDh07djQp9/T0RFxcHIDcU+5cXV3h4OBQ7Jg9PDxw9OhRk/IuXbpg+fLlJsmthg3z/+/AnM2bN6Nfv35wcnIyuS4AyOXyogVMRERUACakiIiIqELLSYqDJupSoe3kNepBausEqX21fJNNVs4esK3fhskogre3N9zd3XH27FnUq1cPly9fRvfu3Ys1VvXq1XHt2jWT8mvXrsHdPXcPs1q1aiExMRHp6elG+y9lZ5ueFJkfuVye76l8zZo1e6oT+xITExEfHw8fHx+TupMnTwLIPc2PiIiopFTIJXtEREREAKBVPUJG5FngseVReUS93qRM5uCSb7JJ5lQdtg3aQRD48YdyBQYGYufOndi9ezf69+9f7INtBg0ahA0bNiAmJsZQlp2djYULF2LQoEEAcmdL+fn5GWZk5Vm/fn3xb6AEKZVKSCQSXLlyxag8MzMTU6dORbdu3Z4q4UVERPQkzpAiIiKiCkmXoYL6RhhEvc6kTp+lgTriOBTejWFVrWahY8kcXKFs2B5CPkuu6Nk0fPhw9OvXD76+vpg4caJR3cWLF5GZmYmwsDA0atQIERERiI+PR3x8PBISEpCZmYlTp06hQ4cOePHFF7F27Vr4+/tjxowZcHBwwOrVqxEbG4vff//dMObnn3+O4cOH4+HDh+jVqxfOnDmDVatWAQDCwsKg1+tRt27dIt+HVCp96ll/NjY26NWrF/bs2YPZs2ejX79+iI2NxcKFC/Ho0SPDXlhEREQlRRBFM185ksVUKhUcHR2Rmpr6VHsCEBERPcv8vbwQHxuLGp6eOHnvHvRZGqRfOQJ9tsakrT4nC+qrx6DPTAcgwLZBO1hV88h3bJl9NSj9OkGQVv7v4fi5o+T16NEDd+/eRUREBKytrQ3lXl5eiI2NhVwux+eff244XW/q1KnYtGkTYmNjoVAo8PDhQ9jZ2UGtVmPatGnYsmULMjIy0KtXLyxbtswkwbRmzRp89tlnePjwITp06IAvv/wSffr0QUpKCoYMGYJdu3blG6ter4dKpbL43mxtbY3uCQCCgoIQGhqKqKgok/YxMTF49dVXcfjwYQC5p/QNHz4cixYtMuwjRUREVFKYkHpK/GBIRET09B5PSJ2IuoP0K0eh05j+4S1qc5B+7Tj0GakAAIlcCWXjAEisFWbHldo5w86vEwSZVanGX1b4uePZFhUVhTp18j898knr169HUFBQka/z6NEjPHr0CN7e3rCxsSlyfyIiIktU/q8KiYiIqEpRXw8zn4zSaaG+HmZIRgnWCigbdco/GaV0rFLJKKL8TtnLT1FP2cvj4uICFxeXYvUlIiKyFBNSREREVGGI2mxo0x6Zlut1yLh5Brr0JACAILOG0q8TJHJbs+NIbR1yl+kxGUVVSEGn7BEREVU23NmTiIiIKgxzJ+eJoh4ZkeegTX2QWyCVQennD6mNvdkxpDb2UDbqDImVvDRDJSIiIqKnUOwZUmlpafjmm29w4MAB3L9/H1lZWSZtBEHArVu3nipAIiIiqtr279qFxAcJAICk5BQcOnwKPbp1AACIogjNnYvQJsflNpZIofTtCKnSyexYEoVd7jI+JqOIiIiIKrRiJaQePnyITp064datW3BwcDBssJmdnQ2NJvc0nJo1a8LKitPkiYiIKH/7d+3Cm8OGGd5rtTp8OG0hvpo/FT26dYBek4acxHu5lULuiXoye/N720jktrBr1BkSa27CTERERFTRFWvJXnBwMG7duoWNGzciOTkZAPDBBx9ArVbj1KlTaN++PXx8fHDlypUSDZaIiIiqhrVLlsDfywtvjxhhUieKIj6euRh9B4/D5t2HoPTtCEhlsK3XFlZO1c2OJ5Hbwq5xACRyJqOIiIiIKoNiJaT+/PNP9OrVC6NHj4YgCEZ17dq1w969exEVFYXg4OCSiJGIiIiqmHSVCvGxsdDm5Jit12q1ePDwEdRqDWSObrBv2RtWLjXNtpVY2+TuGZXPBudEREREVPEUKyEVFxeHVq1aGd5LpVLDUj0AcHZ2xvPPP4///e9/Tx8hERERVTm2chnc3Vwgk0nN1stkufVKZe6MJ4nM2mw7ibUCykadIVUoSy1WIiIiIip5xdpDytHRETmPfaPp7OyMe/fuGbVxcHBAQkLC00VHREREVY5Ok46X+rTBiB5rcejwKXw4bSFEUTTUCwIwb/Io9B46zGQm9uMEK3luMsrGrizCJiIiIqISVKwZUnXr1kVUVJThfatWrfDXX38hKSkJAKDRaPDbb7+hVq1aJRIkERERVQ36LA3UEScg5uSeztujWwd8NX8qZLLc78hkUgk+e6MnOtSUQpscn+84gpUcdo06Q2pjXyZxExEREVHJKlZCqk+fPvj777+RkZEBAHjzzTfx4MEDtGjRAi+++CKaNm2KW7duISgoqCRjJSIiokpMr82GOuIk9FkZRuU9unVANafcxJKTnQIBzWrByq0WZM41zI4jyKxh59cJUluHUo+ZiIiIiEpHsRJSb731FtasWWNISL3wwgv48ssvkZ6ejp07dyI+Ph6TJ0/GRx99VKLBEhERUeUk6rRQR4RBp1GZ1GnTk6H/d8YUAMicPWBTp4XZ5XqCzCp3ZpTSsVTjJSIiIqLSJYiPb9rwlHQ6HRITE+Hu7l7gng9ViUqlgqOjI1JTU+HgwG9qiYiIniTq9VDfCIM25YFJnS4jFeqrxxE482ckpmbAzdkO+37fAEFiutm5ILWCsnFnyJROZRB1xcTPHURERFRVFGmGVFhYGHr16gUHBwc4ODjgueeew+nTpw31UqkU1atXf2aSUURERFQwURSRceuc+WSUJg3qaycg6v47KEWQWeefjGrU6ZlORhERERFVJRYnpC5fvoyePXvi0KFDSE9PR3p6Og4ePIgePXrgypUrpRkjERERVVKaqEvIeRRrUq7LVOcmo7TZAABBkveRxMwyvbxklJ1zaYZKVGGpVKZLXfPo9XosWLAAXl5ecHZ2xvvvv290GjaVnkePHuGHH37AkwtO0tPTyykiIqLKxeKE1IIFC5CZmYkZM2YgPj4eCQkJmD59OjQaDRYuXFiaMRIREVElpIm5iuyEO+YrRT2A3D/iJLaOEGTWZpsJUhmUfv5MRlGVpNfrkZ6ejszMzHzbrFq1Cnv37s23/tNPP8XcuXPxyiuvwN/fHzt37kRWVla+7S2h1WoNX0Cnp6dDr9c/1XjmlOCuIeXm1VdfxdKlS01Wh6SkpCA4OJiJKSKiQlickDp69CgCAgLw2Wefwd3dHW5ubvj888/RuXNnHD58uDRjJCIiokomK+4WsmJv5FsvtbGHsnEAZI7uUPr5w/zMqH+TUfbVSjFSovIzceJE2Nvbw87ODgkJCSb1U6ZMgUwmw0svvWS2f2xsLL788kssWbIECxcuxB9//IHjx4/Dzs7uqeIaMGAA7O3tDa933333qcZ73O+//44OHTpAoVDAwcEBR44cMdtu06ZNSElJKbHrljSdTodjx44hICDApM7LywsTJkzA6NGjDYdAERGRKYsTUgkJCejYsaNJeceOHc3+AiUiIqJnU/bDaGjuXi60nVRhB6WfPyRWcpM6QSKD0tcfMnuX0giRqEKYPXs2jh49Cp1OB41GY1T33XffISYmBv/3f/+Xb/+ff/4ZAPDKK68AAARBQK1atZ46rm+//RZHjx7F0aNH8frrr5fYTJ9Lly5h5MiReOWVV3Dw4EFMmjQJrq6uZtvOnDkT4eHhJXLd0nDu3DmkpaWhS5cuZuurV6+Od955p0STeUREVY3M0oY5OTlmv22xs7PjOnUiIiICAOQkxSHj9gWTclGbjaz425B7NoQgFPx9mCCRQenXETIHJqOoavPw8ICHh4dJ+cOHDzFlyhScPXu2wP779u1D69atYW9vX6Jx1alTB3Xq1AEAHDhwAFFRUSUy7oULF9CmTRtDkqZz584lMm55CA0NBYB8E1IA0KtXL0ybNg1//vkn+vfvX0aRERFVHkU6ZY+IiIgoPzmpD6GOPAM8sTeMqMuBOiIMWbHXkXHzLMRC9qPJTUaZnzVB9LSCg4MhCAIEQYBCoUBqaioAwMfHx1A+evRoeHl5oVq1ahg/fjycnJzQunVr7N69G35+fnB2dsZPP/1kNK5Go8HkyZPh7u4OOzs7vPDCC4iOjja5/vbt2+Hn5we5XI5mzZphy5YtJm1Wr14NT09P+Pr6mr2HyZMnQxAEHDx4EKdOnYIgCOjUqRMcHBywceNGs33ef/99wz3v3LkTPXv2hFKphJubG+bMmVPkPZ3yxpPL5Xj48CEAYPHixRAEAVKpFBcu5Camr1y5AqlUCkEQEBQUhCNHjhies7Ozs9F1169fb6i7e/cuevToYXgvkUhw9OjRIsUIAF9//TV69+6N77//Hk2bNoVcLkf9+vUREhKC8PBwDB48GPb29qhRowZ++OEHi8cNDQ1FzZo1sXv3bjRv3hxKpRItWrRASEiIUbuBAwfiiy++KHLcRETPAkG08LePRCJB/fr1Ub9+faPyyMhI3Lp1C3379jUdXBDwxx9/lEykFZRKpYKjoyNSU1Ph4OBQ3uEQERGVC21aUu6peXqtUbmo00J9PQy6tEcAAEEmh12TLpAolEbt+g4ehwcPH6F6TQ+Exd4vs7grG37ueHoJCQk4e/YsRo0ahb179xpm6Vy8eBEvvfQSPvjgA/Tt2xcpKSno168ffHx8MGPGDKxYsQIHDx7E/Pnz4ebmhi+++AI3buTukyaKIgYOHIjr169j2rRpcHBwwJo1axAREYHz588blqXt2bMHQ4cOxWuvvYZhw4YhNjYWn332GeLj43Hnzh34+PgAAFq3bo0GDRpg27ZtZu9h165d+Ouvv7Bq1Sq89dZb8PX1RbVq1TBmzBh8/vnnmDFjhkmf2NhY3Lx5Ez169ICjoyM++eQTNG/eHGFhYViwYAEWLFiAyZMnm/QLDg5GVFQUNmzYkO94ebEnJibin3/+wciRI7F161Z0794dWq0WJ0+ehE6nQ0hICEJCQrBs2TIAgL29Pdq0aWMYMyUlxbBMb+TIkfjkk0/QsmVLALl/i3To0AFyuekS34LUqVMH9+/fh4ODA8aMGQONRoNVq1bB0dEROTk5GDhwIJo1a4YVK1YgNTUV6enpkMkKXkSi0+ng7OyMtLQ0+Pn5YeTIkUhOTsaaNWsgiiKuX78Ob29vALk/8yFDhiA6OtpQRkREuSxesgfkJp8iIyPN1j35bQAAkxMniIiIqOrRZaigvn7SNBml1yHj5unHklFWUDbyN0lGPa6w5XxET6t69eoYMGAAmjdvblTu4eGBtLQ0jB8/HhJJ7r+HCoUC69atQ5MmTZCQkABHR0d89NFHAIA5c+YY+v7yyy84e/Ysrl69CheX3KWmgYGB6NevH+bOnYvly5cDAD788ENMmTIFixYtMvT19/dH69atDe9zcnJw+fJldO/ePd97GDp0KG7dumWIw93dHQDQo0cPeHl5me3j6ekJT09PAMDWrVvRr18/AED//v1Rt25dTJkyBW+++SaUyvz/+8xvvDyurq7o3r07FAqFoUwmkxmWtUVFRSEsLCzfe3NycjLUKRQKtGzZssDnUJjo6GhERUUhICAAu3btMvxsdu7ciYyMDOzbt8+wKXlSUhKWL19u0UyxvP2jBg4ciB07dhiSZL6+vpg4cSKOHz+OkSNHAoDh53Hy5EkmpIiInmBxQurOnXyObSYiIqJnli4zHeqIExC1xvtJino9Mm6ehTY1dykPpDLY+vpDautoMoYgkUGwsi6LcIkMhg8fjp07dxpmSP36668YPHiwIRmVp1GjRgByEyt5/wzAKHGxe/dujB071pDwAHJn9EyZMgXjx4/H8uXLcePGDdy6dQszZ840Gr9Vq1ZG7x89egStVltoYujIkSPw8/MzJKMAWJzw8PPzM3o/ZswYTJ06FRcvXkSnTp0sGqMyyNvnad26dYafjVqtRmJiImbNmmV0Ql5UVBRatmwJKysri8dduXKl0YytvCTn41/K5+3Be/fu3ae6FyKiqsjihFTt2rVLMw4iIiKqZPRZGqivnYA+O9OoXBRFaG6dhzYlPrdAIoXStyNkds4mY+RtYD7uwylIV6lgx2VoVEYCAwPRtWtXLFmyBEDurJmPP/7YpN3jCaonk1V54uLizJ5G7enpibi4OAC5iSZXV9dCl1paMkNHFEUcO3YML774YqFtLSEIAmrXro3o6Ogql5Dy8vJCw4YNDWXHjx+HTqdDr169DGWiKOLIkSMICgqyeNyGDRuanGiYN2vt8SRj3vI/HgJFRGSqSEv2iIiIiABAn5MFdcQJ6LMyjMpFUYTm9gXkJMXmFggSKBt2gMze9MS8/07Tc8U4M3vXEJUmb29vuLu74+zZs6hXr16hy+QKUr16dVy7ds2k/Nq1a4YZTLVq1UJiYiLS09ONTq7Ozs426uPi4gKpVAq1Wp3v9S5fvoykpCR07dq1WPFmZhonkfV6PW7fvg03N7dijfekrKysEhnncb/88gs2btyIXbt2WdwnNDTU5GcaGhoKW1tbtG/f3lB2+fJlPHr0CN26dSt0TJ1Oh+PHj2P06NFG5Xq9HqtXr0bXrl2NEmAajQYAjGbPERFRLm7UQEREREUianOgjjgBnSbNpC4r7iZyEmNy3wgCbBu2h8zR9I/cx5NRROUlMDAQO3fuxO7du9G/f/9CN7POz6BBg7BhwwbExMQYyrKzs7Fw4UIMGjQIQO5sKT8/P8OMrDzr1683em9tbY2mTZvi/v38N/c/cuQIAJgkpHQ6nUXxbtq0yej9N998A1EUizU7SqFQGCW4Lly4gPj4+CKP8yQbGxtkZPyX8I6OjjaZPVbQ/cbExODOnTsmCanDhw+jU6dORkvzDh06BIlEYtjrqqBxz507B5VKZTTDKjMzE0FBQbh69SpWr15t1P7BgwcAgKZNm+Y7JhHRs4ozpIiIiMhiuafmnYROnWq2Xu7uA21SHHTqVNjWbwsrp+ombZiMoopi+PDh6Nevn2Ez6sddvHgRmZmZCAsLQ6NGjRAREYH4+HjEx8cjISEBmZmZOHXqFDp06IAXX3wRa9euhb+/P2bMmAEHBwesXr0asbGx+P333w1jfv755xg+fDgePnyIXr164cyZM1i1ahUAICwsDHq9HnXr1sXgwYOxc+fOfOM+fPgw6tata7SB+Z9//olhw4aha9eu2Lt3b4HJtSVLliArKwv+/v44dOgQVq1ahTVr1sDGxgZA7kFG9+7dA5C7t1J8fLxh3yQ3Nzc0adLEMFbLli0xbdo0vPHGG4iNjcXcuXMhCALCw8Ph7u6Oxo0b4+TJk8jKykJERARSUlIMY7Vo0QLOzqZLeQGgffv2mDVrFjQaDZKTk/HFF18YJfP69euHI0eOYOvWrRg8eLBJ/7xrPJ6QysjIwJkzZzB79myTti1atICTk1Oh4+YlA2fMmIHw8HBkZGRg+/bt0Gg0+PPPP9G4cWOj9teuXYOLiws6dOhg9j6JiJ5pIj2V1NRUEYCYmppa3qEQERGVKr1OK6ZdPS4mn/y1wFfS0e3ig73fmq1LOfWbmJOaWN63Umnxc0fJ6969u1inTh0xKyvLqNzT01MEIMrlcvHLL78UAYgAxKlTpxrqFAqFmJaWJoqiKKanp4vvvPOO6OrqKtra2oqDBg0Sb926ZXK977//XvT29hYVCoXYrVs38fTp06KTk5MIQBwyZIgoiqJ47949US6Xi3fv3jUbc/Xq1cWgoCCjsp07d4rW1tYiAPHs2bP53i8A8ZdffhEDAgJEuVwu1q1bV1y7dq1Rm/79+xvu98lXkyZNjNpeuHBBbNu2rahQKMT69euL33//vdiqVSsRgNiiRQsxOTnZENeTrxUrVuQbZ2xsrNi7d29RqVSKfn5+JjH27NlTBCAOGDDAbP+xY8eKXl5eRmV//fWXCEA8duyYoUyv14vVqlUT33//fYvGvX//vvjyyy+Lrq6uopWVlVivXj3xww8/FB88eGC2/bBhw8SZM2fme59ERM8yQRQt2DmR8qVSqeDo6IjU1NRCN6kkIiKqrERRj4wbZ5CTHPdEuQjodRCkhU+6FqQyKH39IXPgXirFxc8dz44vv/wSsbGxWLZsWZH6vfzyy/jqq6/g4eFhtl4QBNy5cwc+Pj5PH2Q5e/jwIT777DMsX768Qo5769YtPP/88zh//rzRvmFERJSLe0gRERFRgURRREbkebPJqMyYq1BfOw69Njuf3rkEqQxKPyajiCw1ZcoU3Lp1C0ePHrW4z4kTJ1C/fv18k1FViV6vx6JFizBlypQKOW52djbeeecd/O9//2MyiogoH0xIERERUYE0dy4i59E9ozJRFJF1LwLZcZHQqVOgvnYCol5vtr8gtYLSr5PZk/aIyDxBELB9+3b8+uuvuHDhQqHtNRoNrly5gjlz5pitv3//vmFfpbCwMNy+fbskwy1zhw4dwtixY1GrVq0KN25WVhY+/vhjzJ8/Hy1atCjB6IiIqpanWrKn1Wpx/fp1pKSk5HsaRXGPo60sOHWeiIiqMk3UZWTF3zIpz7wXgazY64b3Cp/mkFevY9JOkFpB2agTZHbmNy6mouHnjmfTuXPn0KZNm6ca4/3338fXX39teD9kyBDs2rXrKSMjc27fvo1q1arBycmpvEMhIqrQipWQEkURs2bNwooVK5CWZnrk8+MsPX62suIHQyIiqqo0MVeRFXvDpDwz9jqy7kUY3itqN4O8Rl2TdoLs35lRTEaVGH7uICIioqqi8B1Izfjss88wb948ODk54bXXXoOXl1eBR8sSERFR5ZIZe8NsMirr/k3jZFStpvkko6xzZ0YpnUozTCIiIiKqpIqVRfrhhx9Qu3ZtnD17Fi4u3A+CiIioKsmKv4XMmKum5XGRRuUK78aQe9QzaSfIrGHXqDOkSsdSjZOIiIiIKq9ibWqekJCAoUOHMhlFRERUxWQlREETddm0PP4WMqOvGN7LvRpBXrOBSTvBSg67xgFMRhERERFRgYqVkKpTpw5UKlVJx0JERETlKPthNDR3wk3KRVGELi3J8F7u6QeFZ0OTdoKVPHdmlC33NiIiIiKighUrITVp0iT8/vvvePDgQUnHQ0REROUg+1EsMm6bP1peEATY1G8DKxdPyD0bQuHla9JGYm0Du8ZdmIwiIiIiIosUaw+pgQMHIjQ0FJ06dcKsWbPQqlUrODqan5pfq1atpwqQiIiISldOUhwyIs8CBRy8KwgS2NQzf+y8xNoGysadIVXYlVaIRERERFTFCKJYwKfPfEgkEgiCAFEUIQhC/oMLArRa7VMFWNHx+GUiIqrMclISoL5+ChD1RuXZiTGQKp0gtbEvsL9Ebgu7xgGQyG1LM0z6Fz93EBERUVVRrBlSr732WoGJKCIiIio7a5csQbpKBTsHB4ybPNnifjmpD6C+YSYZ9eAuNHfCIVjJoWzUOd+klEShhF2jzkxGEVGpiomJgbe3d3mHQUREJaxYe0ht2LAB69evt+hFREREpWvdkiX4es4crFuyxOI+WlUiMq6fAvRPJqOiDBubizlZyHl032x/iY0dZ0YRPSWtVov09HTDS//Ef48lpRgLIiqEK1euIDAwEN26dStSv3PnzuG5556DjY0NqlWrhpdffhmxsbFFbpNn6dKlEATB6PXqq68W+74Kc/PmTQwbNgyurq5wdXXFhAkTkJ6eXmL9LL334sZBRGSpYi3Zo/9w6jwREZU3fy8vxMfGooanJ07eu1doe23aI6ivnYSoN15Wn5uMumh4b12jHhS1mpjMipbaOEDZqBMk1oqSuQGyGD93VC19+/bF/v37De/ffvttfPPNNyU2/u+//47PPvsM4eHhkMvl+P3339G1a1ejNps2bcLAgQPh5ORUYtctCRMmTMD3338PmUwGDw8PREVFWdTv0qVL6NixIxo1aoSXX34ZCQkJWL16NVxdXREeHg5HR0eL2uTJyclB3bp1Ub16dbz11luG8l69eqFOnTolfduIjIxEhw4d4OLigvHjxyMlJQXLly9Hq1atcPDgQchk5he4WNrP0nsvbhxEREXB/5MQERE9Q7TpyVBHmCajshLuIDPqkuG9tUd9KLwbmyajbB1zk1FW8jKJl6gq+/bbbw0zU3744YcSnX1y6dIljBw5El988QWWLFmCP/74A66uribtZs6cCS8vL3Tv3r3Erl0SHj16hL1792Lz5s0IDQ21uN/rr7+OZs2a4dixY7CysgIAPP/88+jZsyfWrl2LDz/80KI2eX766Sfcu3cPmzZtKvJMrTwHDhxAmzZt4OzsXGjbd955B3K5HGFhYahWrRoAoGvXrujXrx/WrVuHN99886n6WXrvxY2DiKgoLEpI9ezZE4Ig4Mcff4SXlxd69uxp0eCCIODvv/9+qgCJiIioZGjTk6G+dgKirpjJKKVTbjJKZl0m8RJVdXXq1DHMsjlw4IDFs4AsceHCBbRp0wbvvvsuAKBz584lNnZZ2L59OwBg8+bNFveJiYnBxYsXsWPHDkOyBQB69OgBJycn3Lhxw6I2efR6PRYtWoTmzZujffv2xb6X3r1749ChQ4Um/WJiYhASEoJPP/3UkAQCcmfStW7dGt99953ZRJCl/Sy99+LGQURUVBYlpEJDQyEIAjIyMgzvLcGNz4mIiCoGnToV6ogTEHU5RuVPJqPkHvUhN5eMsqsGOz9/CDIrEFH+3n//fXz99deQy+X4+eefsXLlSpw6dQq2traYNGkSZs2aVeTPyHljWltb4969e3Bzc8PixYvx0UcfQSKR4OzZs2jVqhWuXLmC5s2bG+1FlXctJycnJCUlQRAErF+/Hm+88YahTY8ePYzaHz58GF26dCk0ruDg4CLfR2kuDfT29kZycjLkcuMZnGq1GpmZmfDw8LCoTZ6QkBBcv34dAODs7IwePXpg0aJFaNasWanEHxYWBgAYPHiwSd3w4cMxffp0qFQqk+W6lvaz9N6LGwcRUVFZlJB6coPF0tpwkYiIiEqeTp2K9GvHIWpznihPeSIZ1QBy70YmfyzLHFyh9O0IQcqV/kSF+eijjzB06FD06NEDY8eOxSeffIIpU6YgLCwM8+bNg729PSYX4TTMJ8dUq9Vwc3NDUFAQ2rZti5EjRyI1NRUA4Ovri9DQUOh0OoSEhCAkJATLli0DANjb2xv+2x42bJhhZtbIkSPxySefoGXLlgAAiURi8WygOXPmFOk+goKCSn2vKnt701NBFyxYAJ1Oh5EjR1rcBgD69OmD6Oho3L9/H8eOHcPKlSvRunVrfP3115g4cWKJx37v3z0Aa9WqZVLn4+MDALh9+7bhZ1Wcfpbce3HjICIqKn6yJCIiqsJ0GSqkR5yAqM02qZMqnSD38kPWvQjIazaA3MtMMsrRHcqG7ZmMIrKQp6cnPD09AQBbt25Fv379AAD9+/dH3bp1MWXKFLz55ptQKpXFGjOPq6srunfvDoXiv8MFZDKZYWZTVFQUwsLCzC4Tc3JyMpQrFAq0bNmyWHtIVYazkQ4cOID58+dj5syZ8PPzK1IbmUwGb29veHt7o0OHDpg4cSKGDRuGd999Fz169ECjRo2MxhFFEWq12uw1NBqNyR5hCoXCaHNwjUYDAGb3msrb/8vcPmPF7QeYv/enGY+IqCgk5R0AERERlQ5dhip3ZlROVr5tFJ6+UPp1MpuMsnKuAaVvByajiIrpyQTImDFjIJVKcfHixXx6UEm6ceMGRowYga5du+LTTz8tdps8NjY22LBhAwBg27ZtJvV3796Fvb29yQvITUg+Wb5p0yaj/u7u7gBgmPH2uLwkkbkZTsXtl9+9F3c8IqKiqhKfMEVRxK+//ooVK1YgIiICqamp8Pb2Rvfu3TF16lTUrVvXqL1KpUJwcDB27tyJ+Ph41KhRA4GBgQgODuZaaCIiqhJ0mjSzySh9lgYSuY1RmczRzaS/lYsnbOu1gSDhd1dEJUUQBNSuXRvR0dHo1KlTeYfz1CraHlKPS0pKwsCBA+Hg4IBt27ZBKpUWq82TatSogWrVqiEuLs6kzsPDA0ePHjUp79KlC5YvX45WrVoZlTds2NDovZeXFwDgzp07JiciRkZGGrV52n4F3Xtx4yAiKqoqkZCaMmUKlixZAg8PDwwdOhQODg64ePEi1qxZgy1btuDEiRNo2rQpgNxN+7p164bw8HD07t0bo0aNwsWLF7F06VIcOnQIx44dK9IUaiIioopGp0mH2kwyKivuFjLvXYOyYQezSag81q7esKnXCoLAZBTR08jMzDR6r9frcfv2bbi55f/fX1FlZeU/A7I4fvnlF2zcuBG7du0qtG1F3EMKALRaLV588UXExsbi+PHjZp+3JW3MiY+Px8OHD02WUAKAXC5HQECA2X7NmjXLty5PQEAAFAoFQkJC0K5dO6O6/fv3w9fXFy4uLk/dr7B7L24cRERFVek/acbHx2PZsmXw8fFBREQEVq9ejYULFyIkJARLlixBWloalixZYmi/aNEihIeH4+OPP8b+/fuxYMEC7N27F7NmzUJ4eDgWLVpUjndDRET0dHKTUcegzzb+QzgrLhKZ0f8Aeh3UN05Bn2l+nxNrdx/Y1GvNZBRRCXhySdY333wDURSLPTtKoVAYJbkuXLiA+Pj4p4rRxsbGcJI2AERHR1u8N5QoikV65W2IXZJiYmJMyt59910cPHgQP/zwQ74bb1vS5vLly0bvdTodPvjgA0ilUqPNz0uKnZ0dBgwYgO+++w5JSUmG8tDQUOzfvx9jx441ap9370XtV9i9F3U8IqLiqvQzpKKioqDX69G5c2eT5XYDBgzABx98gAcPHgDI/aW5du1a2NnZYdasWUZtp02bhhUrVmDdunUIDg4u8nG8RERE5U0URaivHTdNRt2/icyYq4b3co/6kChMZwPLa9SDjU/pHGdO9CxasmQJsrKy4O/vj0OHDmHVqlVYs2YNbGxyl81GRkYaTjSLiopCfHw8QkNDAQBubm5o0qSJ0XgtW7bEtGnT8MYbbyA2NhZz586FIAgIDw+Hu7s7GjdujJMnTyIrKwsRERFISUkxjNeiRQuzm1S3b98es2bNgkajQXJyMr744gujL3Mrsvnz52P69OnYsmWLIUG0evVqrF69Gq1atUJaWhrWrl1raC+VShEUFIRvv/220Dbx8fHo0KEDWrdujcDAQKjVauzevRtnz57F0qVLTZbbFUQqlVr8t8Vnn32Gdu3awd/fH+PHj0diYiJWrFiBtm3b4p133sn33i3tZ8nzEQTB4vGIiJ6KWMklJiaK1tbWoo+Pj6hSqYzqli1bJgIQv/rqK1EURfH69esiALFv375mxxoyZIgIQLxx40a+18vMzBRTU1MNr5iYGBGAmJqaWnI3RUREVAQdPT1FH0Bs7+4qJp/81egVt2OBGLUsyPCK27HApE3yyV/FjLtXyvs2yAKpqan83FFJABB/+eUXMSAgQJTL5WLdunXFtWvXGrXp37+/CMDsq0mTJiZjXrhwQWzbtq2oUCjE+vXri99//73YqlUrEYDYokULMTk5WbS2tjY73ooVK8zGGRsbK/bu3VtUKpWin5+fSYzlbcyYMWLt2rXN1q1du1a0t7cX9+/fL4qiKIaHh4symSzfZ9qvXz+L2uT5888/xa5du4p2dnaijY2N2LlzZ/G3337LN1adTicmJydb/MrKyjI7zrlz58TevXuLdnZ2oqenpzhhwgQxJSWlwHu3pF9R7t3SOIiInoYgikU/r/XMmTMm64nNWbFiRZlk0BcvXoyPPvoInp6eGDx4MOzt7XH58mUcOHAAr7/+Or755htYWVnhjz/+wMCBAzFp0iSsWLHCZJyPPvoIixcvxh9//IH+/fubvVZwcLDZ9fKpqancEJ2IiMpFR09PJNy/D3c3F+zbk/tttyiKyLoXgaz7Nwzt5F6NoPA0/VZf4d3YbDlVPCqVCo6OjvzcUQkIgoA7d+6UyjI1qpiioqJQp04di9uvX78eQUFBpRcQEVEFV6wlewMGDMDx48fRoEGDfNusWLEC77//fpkkpKZMmYKaNWvizTffxOrVqw3lnTp1wujRo2FlZQXgv6NLHR0dzY6T98HO3BGneaZNm4bJkycb3qtUKnh7ez/1PRARERVHyLYtePTv0vSk5BQcOnwK3bu2R2bMVWTHRRraKWo1gdyjvkl/m9rNIPeoV2bxEhFVVfmdspefoiz7IyKqioqVkJLJZOjTpw9OnDgBDw8Pk/qVK1fivffeQ4cOHZ46QEt8/vnnmDt3LoKDg/Haa6/B2dkZ4eHhmDx5Mnr06IHt27fjhRdeKJFryeVyyOXyEhmLiIjoaYRs24IJI182vNdqdfhw2kJ8MXkk/L3/+12lqN0M8hp1Tfrb1G0JubtPWYRK9My4f/8+btzInZkYFhYGvV6PunVN//ujqqegU/aIiMhUsY7QCQkJQUpKCvr27YuUlBSjutWrV+Odd95B+/btsX///pKIsUAHDx7Ep59+ikmTJmH69Onw8vKCUqlE586d8fvvv8PGxgYffPABgP9mRuU3A0qlUhm1IyIiqojWLlmCjp6eeGf0qyZ1oiji06+3Y/js7dh+6Aps6rQwTUYJAmzrt2UyiqgULFq0CD169AAAjBo1ymhmPREREf2nWAmp5s2bY8+ePYiMjMSgQYMMx8+uXr0ab7/9Ntq1a4f9+/fD3t6+RIM1548//gAAwy/+x7m5uaFZs2aIjo5GYmKiYYnhzZs3zY6VV17QUkQiIqLypnr0EAn370Or1Zmt12p1SEzNQLaNC6yfTDpJJFA2aA9rV6/SD5ToGbRs2TKIomh47dq1q7xDIiIiqpCKlZACgC5dumDLli0ICwvDiBEjsHLlSkyaNAlt2rTB/v37y2yjzezsbADAw4cPzdbnlcvlcjRo0AA1a9bE8ePHoVarjdplZmbiyJEjqFmzJurXN91jg4iIqCLQZahgnZEIdzcXyGRSs21kMhnc3Vzg4F7DqFyQyKD07QiraqbL7YmIiIiIylKxE1IAMGTIEHz77bf4/fff8e6776JVq1Y4cOBAmS5569y5MwBgyZIlJkvxfvzxR0RGRqJNmzawt7eHIAgYN24c0tPTMXfuXKO28+fPR3JyMsaNGwdBEMosfiIiIkvpMlRIv3Yco18agH171mLR5x+Z/M4SBAGL5k3Bvj1r8eqoIf+VS62g9POHlaN7WYdNRERERGRCEEVRLKzRkSNHCqxfsmQJjh07hnXr1sHZ2dmormvXrk8XYSF0Oh2ee+45hIaGws3NDYMHD4azszMuXryIv/76C3K5HAcOHDBsMKhWqxEQEIDw8HD07t0bbdq0wcWLF7F37160bNkSx44dg1KptPj6PH6ZiIjKgk6divSIExBzsgxlol6HkK0/Y9aq3dDq9JDJpFg07yP06Gp8qIggs4ayUSfIlE5lHDWVNH7uICIioqrCooSURCIpdNaQKIpm2+h05ve3KElZWVn4+uuvsW3bNkRERCA7OxvVq1dHt27dMG3aNDRt2tSofWpqKubMmYMdO3YgPj4eNWrUwPDhwzF79uwiz+7iB0MiIiptOnUq0q8dh6jNNpSJOi0ybp6GNvUhhs/ejsTUDLi7OGHf7+uN+kqsbaD084fUlr+jqgJ+7iAiIqKqwqKEVHBwcLGXsc2ePbtY/SoLfjAkIqLSpE1PhjriBERtjqFM1GmhvnEKOlUiAPyXkHJzwb49aw3tJHJbKBt1hlRh+cxfqtj4uYOIiIiqCpkljYKDg0s5DCIiInqSNi0J6oiTEHWPJaO0OVBfD4MuPSm3QCKDxEoOIMOor9TGHspGnSCxtinDiImIiIiILPNUm5oTERFR6dCqHuXOjHosGaXXZkMdceK/ZJTUCspGnQDB+Ne5VOkEZeMAJqOIyGI3b97EsGHD4OrqCldXV0yYMAHp6ekl1q8440dGRsLR0RGhoaFG5Rs2bECzZs0gl8tRs2ZNvPPOO0hJSTHpf/LkSTz//PNwc3ODm5sbXn75ZcTFxRV6T0+juM/R0r4l/bzPnTuH5557DjY2NqhWrRpefvllxMbGGrUpj+dIRM8Gi2ZIPen48ePYuXMnPv74Y9SoUcOkPj4+HosWLcKIESPQsWPHpw6SiIjoWaJVJUIdEQZRrzWU6XMyoY44CX2GCgAgyKyg9OsE6RMblcvsXaD07QhBZlWWIRNRJRYZGYmOHTvCxcUFU6dORUpKCpYvX44rV67g4MGDkMnM/8lgab/ijJ+ZmYkXX3wRKpXKqHzevHmYOXMmAgMD8cYbb+Dq1atYvXo1Tpw4gZMnT8La2hoAcPDgQfTt2xctW7bE9OnTkZqaiu+//x59+vTBmTNnoFAoSvgpFv85Wtq3pJ/3pUuX0KVLFzRq1Aiff/45EhISsHr1apw8eRLh4eFwdHQsl+dIRM8QsRheeOEFsX79+gW2adCggThixIjiDF+ppKamigDE1NTU8g6FiIiqgOzkBDHl1B4x+eSvRq/Ev38U734zXoxaFiTeXfmmmPj3j4a69m4uog8gtq/uJuq1OeV9C1SK+LmDSkO/fv1EDw8P8dGjR4aykJAQEYD47bffPnW/4ow/fvx4EYAIQDx06JAoiqJ49+5dUSaTidOmTTNqu23bNhGAuGrVKkNZYGCg6OXlJWo0GkPZxYsXRQDivn37Cnki//nrr7/EpKQki9oW9zla2rekn3fr1q3F9u3bi9nZ2YaygwcPigDExYsXi6JYcs+RiMicYi3ZO3PmDAICAgps07VrV4SFhRVneCIiomdSTnI81DfCIOpNT6iV2jrA1tcfEht7KBsFmD01TyKzhiAt1uRnInpGxcTEICQkBOPGjUO1atUM5X379kXr1q3x3XffPVW/4oy/adMmrFmzBuPHjzcq//PPP6HVajFp0iSj8hEjRqBJkybYsWOHoUwURdjZ2RnN4Mk7TTsrK6vQ55Knd+/euHjxYqHtivscLe1b0s87JiYGFy9exLRp02Bl9d+M2h49esDJyQk3btwAUHLPkYjInGJ9an3w4AE8PT0LbFOjRg08ePCgWEERERE9a3KS7kN98ywg6vNtI7Nzhl2zHiYn3wpSaWmHR0TF8PXXX+P333/Hiy++iOXLl+PmzZvw9vbGN998gxo1amDWrFk4dOgQlEolvvjiC7zxxhsFjlfUg4bef/99ODk5Fdgm7wvkwYMHm9QNHz4c06dPh0qlMjnV0dJ+RR3/2rVreOutt/DWW2/hpZdewpo1awztk5Jy98+zsTHdH8/X1xdnz541vH/llVcQGBiIOXPmYMaMGUhKSsKoUaNQo0YN9OzZs8BnUhzFfY6W9j148KBF41sah7e3N5KTkyGXy43aqNVqZGZmwsPDA0DZP0cierYUKyHl5OSE6OjoAtvcvXsXdnZ2xQqKiIjoWZKdGIOMW+cBUTSUadOTkfPoHhS1mholoJ5MRslrNoAg5X5RRBXRsmXLcP/+fYSHh2PMmDHo1q0bVq1ahZEjRyInJwcDBw7E1KlTsWLFCkycOBGvvfZagfsMzZkzp0jXDwoKKjQhde/ePQBArVq1TOp8fHwAALdv30bLli2L1a8o46vVagwfPhx+fn5YtmwZTp48adS+QYMGAIDffvsNr732mqFco9Hg9OnTRl+Gv/DCC/j8888xa9YsbNy4EcnJyahZsyb+/vtvKJXK/B5HsRX3OVraNy8ZV5LP297e3qTNggULoNPpMHLkSABl/xyJ6NlSrISUv78/fv31V8TExMDb29ukPjo6Grt27WLWnIiIqBDZD+4i4/YFozKt6hHU18MAvRYQAUXtpiaJKABQeDeGwrNhWYVKREUQHR2NqKgoBAQEYNeuXXBxcQEA7Ny5ExkZGdi3b59hC4ykpCQsX74c4mNJaXMKqy8OjUYDAHB2djapc3V1BQCzp7NZ2q8o40+YMAFxcXE4f/68ycwdIHfWj6+vLyZNmgSVSoXnnnsO8fHxmDNnDu7du2dy2NIbb7yBrVu34p9//gGQu/zOy8vL3GOAKIpQq9Vm6zQajckzUCgURsnD4j5HS/umpaVZNP7TxHHgwAHMnz8fM2fOhJ+fn6G8KM+RiKgoirWH1OTJk5GRkYHOnTtj48aNhmM/4+Li8OOPP6Jz587QaDT48MMPSzRYIiKiqiQr/rZJMionJQHq6ydzk1EAdBmpZpfx2dRpyWQUUQUWGhoKAFi3bp0hGaVWq5GYmIgpU6YY7ccaFRWFli1bGu3lU1bc3d0BAKmpqSZ1eckNczNpLO1nabu1a9fip59+wqJFi6BQKBAfH2+YFZSUlIT4+HhotVrs378fLVu2xDvvvINGjRqhR48eSE1NhZ2dnVES5e7du2jXrh1q1aqFyMhIrFu3Dn///Td69+6NjIwMk1ju3r0Le3t7kxcA9O/f36R806ZNJfIcLe2bt29TST3vJ924cQMjRoxA165d8emnnxrKi/ociYiKolgzpLp06YLly5fj/fffx+uvvw4gdwlB3rc2EokEX3/9Nbp27VpykRIREVUhmfdvIjP6ilFZTtJ9ZESeNSzdkzm6w7ZBOwiSx/aIEiSwrd8G1i4F7+VIROUrNDQUXl5eaNjwv8Tx8ePHodPp0KtXL0OZKIo4cuQIgoKCCh2zNPaQypvpcufOHcMMmjyRkZFGbYrTL++L68LavffeewBgspE5AAQGBgIATp48iY4dO+LIkSO4fv06oqOj4e3tjczMTLRq1Qr9+vUz9Hn33Xdhb2+PXbt2wcrKCvXq1UP79u3RunVrrFy5Eh999JHRNTw8PHD06FGTa+f93dOqVSuj8sd/rkV5HuZY0jevvKSe9+OSkpIwcOBAODg4YNu2bZA+ti9hUZ8jEVFRFPsonrfffhvdunXD6tWrcebMGaSkpMDJyQnt27fHW2+9haZNm5ZknERERFVG5r0IZN6LMCrLfhgNzWOzpWTOHrCt3xaC5L/JzIJECtuG7WHlVL3MYiWi4gkNDUX37t1NymxtbdG+fXtD2eXLl/Ho0SN069at0DFLYw+pgIAAKBQKhISEoF27dkZ1+/fvh6+vr2GGV3H6Wdpu0aJFhhlReS5duoSpU6di4cKFaNu2LTp27Gio8/X1ha+vLwBgyJAhsLGxMXxRDgAHDx7E//3f/xnNOmvatCmaN2+Ow4cPmyRS5HJ5vqeIN2vWrNATxov7HC3tO2TIkBJ93nm0Wi1efPFFxMbG4vjx43BzczPqU9TnSERUFMVaspenadOmWLlyJU6fPo0bN27g9OnT+Oabb5iMIiIiyofm7j8myaishDtGySgrV2/YNngiGSWzgrJRJ7PJqLGTJ+O92bMxdvLk0guciCwWExODO3fumCSkDh8+jE6dOhn9cX/o0CFIJBJ06dKl0HFFUSzSK28T64LY2dlhwIAB+O6774wSQqGhodi/fz/Gjh1rdF9F7Wdpu/bt26Nfv35Gr7zEXfv27fPdm3bZsmXYs2cPZs6caViuBgAODg44ffq00b5biYmJuH37tsnMoZJQlOcIFP1ZlvTzzvPuu+/i4MGD+OGHH8xuuF7Wz5GIni2CWBq7Iz5DVCoVHB0dkZqaavYYVyIiIiD3D0nNnYvIfhBlVJ51/yYyY64a3ltXrwNF7WZGm5hLrBVQ+vpDqnQsq3CpguLnjsrhp59+wmuvvYbIyEjUq1cPAJCRkQEnJyfMnj0bM2bMMLQdNmwY7t69i/Pnz5dXuLh27RratWsHT09PjB8/HomJiVixYgWaNGmCI0eOQKFQYP78+Zg+fTq2bNliOIHNkn5Fafek0NBQ9OjRA4cOHTJJ7iUlJWHOnDlYvnw5xo4dizVr1hj9f3PlypWYNGkSunXrhkGDBiErKwvr1q3D/fv3cfLkSbPJF3NkMhn+/vtvi2awWXqfxX2WJf28V69ejYkTJ6JVq1aYOHGi0b1IpVIEBQVh1apVJfIciYjMKVZC6siRIxa3rer7SPGDIRERFUYU9dDcuoDsxBjjcp0W6VeOQK/JPT1JXrMB5F6NjJNRCiWUfp0gVfB4beLnjspi3Lhx2Ldvn9EsmAMHDqB37944duwYOnfuDCA3Ue3q6orXXnsNS5cuLa9wAQDnz5/HJ598gpMnT8LR0RGDBw/G/PnzDZtpr1u3Dh988AF27tyJ3r17W9yvqO0eZy4hNX36dISFheHkyZOwtbXFZ599ZpJMybNnzx4sXLgQ//zzDxQKBdq1a4d58+ahRYsWJm31ej1UKpXFz8vW1hbW1tYm5Zbc59M8y5J63hcvXkTbtm2h1WrN3l+/fv2wd+/eIj9HIqKiKFZCSiKRmD1+2hydTlfkoCoTfjAkIqKCiHo9MiLPICcpzmy9PjsT6qvHYOVWy+TUPKmtA5R+nSCxNj97gJ49/NxBz7rRo0fD29sbbdu2Rd++fWFnZ1ci40ZFRaFOnToWt1+/fr1FG9ETEVH+irWp+axZs8wmpFJTU3H+/HkcOXIEAwYMQNu2bZ86QCIiospK1GmhvnEa2tQH+baRWCtg16w7BKnxr2SZfTUoff0hyMr+GHgioopq06ZNpTJufqfs5efJU/aIiKjoSmUPqR07diAoKAhHjhxB69atS3r4CoXfVBIRkTmiNgfq6yehTftvU1lRp0Vm7HUoPBtCkOafaLJyqg7bBu1MklRE/NxBREREVUWpbWo+aNAgZGdnY9++faUxfIXBD4ZERPQkfU4W1BEnoFOnGspEbQ7UN8KgS0uC1MEVSt+OECRSk77Wrt6wqdcKgvBUB+FSFcXPHURERFRVlNqn3UaNGuHkyZOlNTwREVGFpM/SIP3qUaNklD47E+nXjkH372wpXXoK9Jp0k75yj3qwqdeaySgiIiIiqvJKbS3AhQsXIJHwAzURET07dJp0qCNOQJ+VYSjTZ6qNygSZNZR+/pAqjU9EUng3NtnUnIiIiIioqipWQio6OtpsuVarRWxsLDZs2ICDBw9iyJAhTxUcERFRZaFTpyI94gTEnKz/yjJUUD9WJljbQOnXCVKbx06FEgTY1GkBubtPGUdMRERERFR+ipWQ8vHxMXvKXh5RFFGnTh0sXbq02IERERGVhbVLliBdpYKdgwPGTZ5crDG0qkdQXw+DqMv5rywtCerrYcC/ZRIbeyh9/SGR2/zXUSKBsn47WFXzeKp7ICIiIiKqbIq1qXlQUJDZhJREIoGzszPatm2LoUOHQqFQlEiQFRk3FyUiqtz8vbwQHxuLGp6eOHnvXpH75yTHI+PmGYh63X9lKQnIuHkG+LdMqnSCra8/JFbWhjaC1ApK3w6QObg+/U3QM4OfOyqfR48eYffu3Xj99dcL/EKXiIjoWVOsTZ42bNiA9evXm7zWrVuHxYsXY+TIkc9EMoqIiJ5t2Yn3oL5x2igZBQA5D6MNySiZgxuUjTobJaMk1grYNQ5gMoroGfDqq69i6dKlFSoZdfPmTQwbNgyurq5wdXXFhAkTkJ5uetDCkzZu3IiWLVtCqVSifv36WLx4Mcx9t21pu5JU3HsCYPj5PP569dVXAQA6nc6wOsTca9iwYaV5W0REVVqxluy98cYbaN68Od5///0SDoeIiKhyyIq/DU3UJbN1NvVaQ6/NhiCzhm291hAkUkOdRGEHu0adIJHbllWoRFROdDodjh07hldeeaW8QzGIjIxEx44d4eLigqlTpyIlJQXLly/HlStXcPDgQchk5v88WLp0KSZPnowBAwbg9ddfx9mzZ/HRRx9Bp9Nh6tSpRW5XEe4JAHJycrBkyRK0adMGb731lqG8V69eAICUlBTMnDnTpN+NGzfw5ZdfMiFFRPQUipWQ2rx5M6pXr17SsRAREVUKmfcikHkvIt96QSKFsmEHQCI1mhUhtXOG0rcjJFbysgiTiMrZuXPnkJaWhi5dupR3KAbvvPMO5HI5wsLCUK1aNQBA165d0a9fP6xbtw5vvvmmSZ+kpCR8+umnGDduHNasWWMoj42NxdatWw2JJkvbFebAgQNo06YNnJ2dS+2e8vz000+4d+8eNm3ahG7dupnUu7i4YNy4cSbl06dPh1wu5yFORERPoVhL9urXr4+4uLiSjoWIiKhCE0URmqhLRskoURSReS8C+ky1UVtBKjNKRskc3WHXqDOTUUTPkNDQUACoMAmpmJgYhISEYNy4cYbEDQD07dsXrVu3xnfffWe2n7OzM8LCwrBo0SJDmSiKUKlUcHNzK3K7wvTu3RsXL14s1XsCAL1ej0WLFqF58+Zo3769xfEBwLZt29CvXz84OjoWqR8REf2nWDOkxo4diy+++AKxsbHw9PQs6ZiIiIgqHFGvR8at88h5dO+xMh00ty8g51EschJjoGzcBRJr0z0UrVy8/l26V6zvgYiokgoNDUXNmjWxe/dufP/997h16xbq16+PhQsXol+/fgX2DQ4OLtK13n//fTg5ORXYJiwsDAAwePBgk7rhw4dj+vTpUKlUJhvmC4KApk2bAshN4pw/fx5ffvklrl69ioMHDxa5XUkq7j0BQEhICK5fvw4gN5nWo0cPLFq0CM2aNSvwmqdOncLt27fx+eefl8AdEBE9u4qVkBo2bBj+/vtvdOrUCR9//DHatWuH6tWrm92ssVatWk8dJBERUXkSdVqob56GNuXBf2XaHKhvnoZOlQgA0GdlQJeeBEm1mkZ95R71oKjVtEJtaExEpS9v/6i0tDSsXLkSI0eORHJyMtasWYMXXngB169fh7e3d77958yZU6TrBQUFFZqQuvfvSaLmPp/7+PgAAG7fvo2WLVvmO8b48ePxww8/AABefvllNG/e/KnaPa2nuac+ffogOjoa9+/fx7Fjx7By5Uq0bt0aX3/9NSZOnJjvNbdu3QobGxuzSTAiIrJcsRJSdevWhSAIEEUR7777br7tBEGAVqstdnBERETlTZ+TBfX1MOjSk/8ry86E+noY9BmpuQWCBLYN2sHKuYZRX0WtJlDUbFCW4RJRBZG3f9TAgQOxY8cOyOW5y3V9fX0xceJEHD9+HCNHjsy3f2mcSqfRaADA7N5Mrq65p34WdjJdYGAgunbtih07dmDz5s1ITExESEiISdLdknaiKEKtVj95CUOsT8aiUChMNih/mnuSyWTw9vaGt7c3OnTogIkTJ2LYsGF499130aNHDzRq1Mikj16vx//+9z8MHDgQSqXS7LhERGSZYiWkXnvtNX7TS0REVZ4+KwPpESeg1/z3x4wuMx3qiJMQszIAAILMCrYNO0Jm/9/eJRAksK3bCtZu+c9+IKKqLW//qJUrVxqSUQAMM4XK47O0u7s7ACA1NdWQrMmTl9ixt7cvcIz+/fsDAMaMGYOZM2di3rx52L9/P/r27Vvkdnfv3kWdOnUKvM7j1q9fj6CgoBK/pzw2NjbYsGEDvLy8sG3bNrPLJo8ePYrY2Fi89NJLFo1JRET5K1ZCasOGDSUcBhERUcWiy1BBHXES+myNoUybnoyM62EQtdkAAMHaBko/f0ht/vtjR5DIYNuwPayc3Ms8ZiKqOEJDQ9GwYUOTpWS3bt0CALRq1arA/qWxh5SXlxcA4M6dOybJm8jISKM2lnjvvfcwb948hIeHmySkLGnn4eGBo0ePmrTv0qULli9fbvKMGjZsWOr3VKNGDVSrVi3fA5y2bt0KOzs7swkzIiIqmmIlpIiIiKoyreoR1DfCIGpzDGU5KQ+QcfM0oNcBACQ29lD6+UNibWNoI1jJofTtCJmdZUeVE1HVpNPpcPz4cYwePdqoXK/XY/Xq1ejatavZ5MrjSmMPqYCAACgUCoSEhKBdu3ZGdfv374evry9cXFwsvmZGRu5M0ScTQZa2k8vlCAgIMNunWbNm+dY9rqTvKT4+Hg8fPjR7cJNWq8WOHTswZMgQ2NjYmOlNRERFUezjfq5cuYINGzZg8eLFWLx4MX788UdcvXq1JGMjIiIqcznJcVBHnDBKRgGATp1iSEZJ7V1g17iLUTJKolDCrklXJqOICOfOnYNKpUKvXr0MZZmZmQgKCsLVq1exevXqQscQRbFIr7wNvAtiZ2eHAQMG4LvvvkNSUpKhPDQ0FPv378fYsWMNZTExMUZ9jx07ZjLe559/Dmtra6MTAy1tV1Ke5p4uX75s9F6n0+GDDz6AVCo1u7/XgQMHkJiYyOV6REQlpMgzpA4cOIDJkyfjypUrZuubN2+OJUuWoEePHk8dHBERUVnKehAFzZ2LgJnNhOU1G0DM1kCfkwXb+m0gSKSGOqmdM5S+HSGxkpv0I6Jnz5EjRwAAM2bMQHh4ODIyMrB9+3ZoNBr8+eefaNy4cbnF9tlnn6Fdu3bw9/fH+PHjkZiYiBUrVqBt27Z45513AADz58/H9OnTsWXLFowcORKnTp1Cly5d0KdPHwwYMABpaWn47bffcOrUKSxdutQwm8jSdoWRSqVF2mOrOPcUFxeHDh06oHXr1ggMDIRarcbu3btx9uxZLF261OwMtq1bt8LR0bHA5YlERGS5IiWkduzYgZdffhlarRY+Pj7o0qULatasCVEUERcXhyNHjuDixYvo27cvtm/fjqFDh5ZS2ERERCVL1GmhuR2eb70gCFD4mG5GLHOqDmWDdhCkXAVPRLleeeUVXLhwAfv378eCBQtQq1YtjBgxAlOnToWbm1u5xtaoUSMcOXIEn3zyCebMmQNHR0eMGTMG8+fPh0KhAJC7Ubi9vb1hqVuHDh2wYcMGfPPNN5g6dSqkUilatWqFXbt2YciQIYaxLW2XR6/XQ6VSmZQnJiYCAFJSUozKbW1tYW1tXSL35OHhgZ07d2LBggWYNWsWdDodWrdujd9++w0DBw40uUZWVhZ27dqFYcOGmY2BiIiKThAtPFM2OTkZ9evXR2ZmJr799luMHj3a5JsLURSxceNGTJw4EUqlEjdv3oSjo2OpBF5RqFQqODo6IjU1FQ4ODuUdDhERFcH+XbswacQI5OTkQCaTYtHnH6FHtw4Q9Tpo7lyElasXrBzz35zc2r02bOq0gCAUewU8UZHwcwdVJVFRUfmesmeOuVP2iIio8rL469yff/4ZycnJWLduHV599VWzbQRBwJgxY6DT6TBu3Dhs3rwZEyZMKLFgiYiISsr+Xbvw5rBhhvdarQ4fTluIxZ9/iPYegE6ViJyk+7BrHACp0smkv8LLDwovvzKMmIioasnvlL38FLYRPBERVS4Wz5AaOnQozp07h+jo6ELXdOv1etSuXRtt2rTBrl27SiLOCovfVBIRVS5rlyzBuiVL8OjBA+Tk5JjUy6QSONkpMKJ7E4zo1Ry2DdrByqn6fw0EATZ1WkDu7lN2QRP9i587iIiIqKqweIbUpUuX0KVLF4s2GJRIJOjatSvCwsKeKjgiIqKSlq5SIT42Nt96rU6PxNQMZGTroPTrBJl9NUOdIJHBtkFbWDnXKItQiYiIiIiqLIs3vXj06BG8vLwsHtjLy8uwISEREVFFYauwgru7C2Qyqdl6mVQCNyclnHx8jZNRVnIoG3dmMoqIiIiIqARYPEMqPT0ddnZ2Fg9sa2sLtVpdrKCIiIhKQ05KAl7q1QIjuq/FocOn8OG0hXh85bogAHPefB79XnoFEmsbQ7lEYQelnz+kCmV5hE1EREREVOVYPEPKwq2mnroPERFRach+cBfq62EQdVoAQI9uHbBg6hjIpLm/CmVSCb6YNBTPjxpjlIyS2lWDXZMuTEYREREREZUgi2dIAcCxY8ewaNEii9sSERFVBJn3IpB5L8KkvEfXDnBavR2JqRlwdlCi78hXIUj++67GqpoHbOu1gSAt0q9LIiIiIiIqRJE+YR84cAAHDhywuL0lG6ATERGVFlGvh+ZOOLIfRputt3KuAUFmBQAQZFZGySh5jbpQ1G7G32VERERERKXA4oTU+vXrSzMOIiKiEiVqc6C+eQba1Af/lem0gERqlGQSJHm/Cv8rs6ndFHKP+mUVKhFRqTh79iwmTZqEyMhI+Pn5YfXq1WjWrFl5h0VERASgCAmpMWPGlGYcREREJUafpYH6+knoMlSGMl1mOjIiwmBdvQ7kHvXMd5RIYFuvDaxdPMsoUiKi0pGYmIjAwEBs2bIF/v7++OqrrzBs2DBERkaWd2hEREQAirCpORERUWWgU6ci/coRo2SUNi0J6itHoc9SIzP6H+QkxZl2FAC7Rp2ZjCKiKuHSpUsYPXo0OnXqBEEQ8Oabb+LWrVt48OBB4Z2LKSEhAbGxsaU2flUUExNT3iFUSPfu3cPevXuxb9++8g6FiEoRE1JERFRl5KQkIP3qUeizNf+VJd2H+tpxiNpsAIDExh5SpZNJX0Emh8zepaxCJSIqVT179sS8efMM748ePQoPDw+4uJj+f04URdSqVQvfffddsa937949eHp64q+//jIqT01NxcsvvwxHR0c0aNAAX3zxBbKzs4t9nfzcvHkTw4YNg6urK1xdXTFhwgSkp6db1Hfp0qUQBMHo9eqrrxq12bBhA5o1awa5XI6aNWvinXfeQUpKislYGzduRMuWLaFUKlG/fn0sXrzY7MnjV65cQWBgILp161ZgbOZ+NpbGUpKK+3yL0k8URWzYsAF+fn7w9vZG//79ERoaatKusJ/XyZMn8fzzz8PNzQ1ubm54+eWXERdn+kVUeTxHIjLGY4OIiKhKyEq4A03UJeCxD/5ZcbeQGf2P4b3UwRXKBu0NG5kDAITc72a4eTkRVVUPHjzAxIkT8fXXX0MqlZrUHz9+HHFxcQgMDCz2NbRaLXQ6nUn5tGnTsGvXLkybNg2JiYlYtWoVPvjgg2Jfx5zIyEh07NgRLi4umDp1KlJSUrB8+XJcuXIFBw8ehEyW/588OTk5WLJkCdq0aYO33nrLUN6rVy/DP8+bNw8zZ85EYGAg3njjDVy9ehWrV6/GiRMncPLkSVhbWwPITZRMnjwZAwYMwOuvv46zZ8/io48+gk6nw9SpUw3jTZgwAd9//z1kMhk8PDwKvLcnfzaWxlKSivt8i9JPrVbj1Vdfxb59+/DWW29h/fr1aNy4MRwcHIzGLOzndfDgQfTt2xctW7bE9OnTkZqaiu+//x59+vTBmTNnoFAoAJTPcyQiM0R6KqmpqSIAMTU1tbxDISJ6Jun1ejEj6h8x+eSvhlfSiV/E+1vnilHLggyv2E2fiknHdxq1S79+Suzo6Sn6AGJHT8/yvhWiQvFzR+V07tw5sVOnTqKVlZUIQPzpp5/K7NqZmZmiv7+/+MEHH+Tb5u233xb79OnzVNe5c+eOCEBcv369Ubm3t7f45ptvGt7rdLqnuo45/fr1Ez08PMRHjx4ZykJCQkQA4rfffltg33Xr1okAxNDQULP1d+/eFWUymTht2jSj8m3btokAxFWrVomiKIqPHj0SlUqlOG7cOKN2PXr0EFu2bGlU9uKLL4r79u0Tx4wZI9auXbvA+B7/2VgaS0kr7vO1tJ9erxeHDh0q1qpVS7x27VqBsRT28woMDBS9vLxEjUZjKLt48aIIQNy3b58oiuX3HInIFJfsERFRpSXqtMi4eQZZcTefKDuN7PjbhjK5py9s6raCIPnv157coz5sG7Qr03iJ6NkTHx+Pnj17wt/fH2fOnMG1a9cwePDgMrv+2LFj4ejoiC+//NJsvV6vx44dOzBy5MhSuf69e/dQo0YNw3uJpGT//IiJiUFISAjGjRuHatWqGcr79u2L1q1bF7gMUa/XY9GiRWjevDnat29vts2ff/4JrVaLSZMmGZWPGDECTZo0wY4dOwAAzs7OCAsLw6JFiwxtRFGESqWCm5ubUd/t27ejT58+hd7bkz8bS2MpScV9vkXpt2PHDuzbtw+hoaHw8/PLNxZLfl6iKMLOzs4wEwoAHB0dAQBZWVkAyuc5EpF5TEgREVGlpM/JQvq148hJum9Urrl9Adrk+H/fCbCp0xIKL7//luQJAmx8msOmdlMu0yOiUrd+/Xp4eXlh8eLFaNGiBfz8/EyWIQFAREQEfvnlF4vHPX36NHx8fPDhhx8alR86dAitWrXCb7/9hi+++ALnzp3D1q1bzS7Vy2ufnJyMYcOGAQBmzpyJoKAgrFy50rAXUosWLXDw4EGjfqGhoQgICICtrS3q1KmDJUuWGNUHBQVBEASIoog5c+ZAEAR0797dqI0oikhPT7f4pdVqTeIPCwsDALNJvuHDh+PChQtQqVQmdQAQEhKC69ev49KlS3B2dsbzzz+Py5cvG7VJSkoCANjY2Jj09/X1NZxaKAgCmjZtCmdnZ+j1epw9exYjR47E1atXMXfuXLPXL8yTPxtLY8lTns+3KP0WL16Mjh07YsKECXB1dYW9vT0GDhyIS5cuGfWz5Of1yiuvICIiAnPmzIFWq8WDBw8watQo1KhRAz179izWcySi0lOshNTcuXOxadOmko6FiIjIIroMFdL/OQxderJJndzLD5BaAVIZbH07wtq9tqFOkMigbNgB8hp1yzJcInqG3bp1q8BZH3n8/PywadMmnDt3zqJxT58+jQcPHmDJkiX455/cvfKioqIwYsQING/eHFZWVpg5cyaio6NRr149w6bSJ0+eNBpn69at6NOnD5ycnAAAx44dw+bNmzF16lT07NkTc+bMQVJSEoYMGWJIIOzZswe9e/dGeno6Zs+ejZEjR+KHH34wGnfcuHFYv349AGDIkCFYv349PvnkE6M2d+/ehb29vcUvc39/3Lt3DwBQq1YtkzofHx8AwO3bt03qAKBPnz6Ijo5GWFgY5s2bh+vXr6N169ZYtWqVoU2DBg0AAL/99ptRX41Gg9OnTyM+Ph5PGj9+PNq1a4ft27dj2LBhaN68udnrF+bJn01RYynP52tpvwcPHuDMmTM4dOgQVCoVPvnkE7z33ns4c+aMYVZhHkt+Xi+88AI+//xzzJ07F76+vvDz84NKpcLff/8NpVJZrOdIRKWnWJuaf/755yW+GWFJ+PXXX7Fq1SqcP38eGRkZqFGjBjp27IhFixbB29vb0E6lUiE4OBg7d+5EfHw8atSogcDAQAQHB5v9xoqIiCqOnJQHyLh5BqIux2y91MYeyobtIcisIbX97//pEmsFbH07QmbmhD0iotLi6emJY8eOQa/XF7pc7bvvvkPv3r2xbt06tGnTpsC2kyZNglQqxcSJE3H69GnUqVMHQ4YMQb169fD9999DLpdDr9cXOEZOTg5++eUXLF++3KhcEAQcPXoUrVq1AgB4eHhg9OjRiIiIQJMmTTB27Fh069YNf/75p2Hz5549exotQwsICEBAQABef/11tGzZEkFBQSbX9/DwwNGjRwuM8XENGzY0KdNock9VdXZ2NqlzdXUFgHxPdZPJZPD29oa3tzc6dOiAiRMnYtiwYXj33XfRo0cPNGrUCIMHD4avry8mTZoElUqF5557DvHx8ZgzZ47JcsQ8gYGB6Nq1K3bs2IHNmzcjMTERISEhRZqVa+5nU9RYyvP5WtovPDwcoihi8ODB2LVrl+EZTZw4EU2bNsV7772HEydOALDs5wUAb7zxBrZu3WpI1Pbu3RteXl6G6xfnZ0pEpaNYCanatWsbpjpWBKIo4q233sL333+PevXqYeTIkbC3t8f9+/dx+PBh3L1715CQUqvV6NatG8LDw9G7d2+MGjUKFy9exNKlS3Ho0CEcO3bMkD0nIqKKxdxJetmPYmHlXAOC5L/lKDIHV6N+UlsHKH39IZGbTs8nIipNY8eOxfLlyzFmzBhMmjTJsJ9Nfpo0aYKuXbvi22+/NTrK3pwRI0Zg4sSJePToEYKCgpCYmIgzZ85ALpdbFNtff/2FjIwMk2VVHTt2NCSjgNykGgBkZGQgJCQEiYmJWLBggdFJZHmzTopCLpcjICCgyP0e5+7uDgBITU01JDry5CVF7O3tLRrLxsYGGzZsgJeXF7Zt24bg4GDI5XLs378fo0ePxjvvvGNo26pVK9jZ2Zmd/da/f38AwJgxYzBz5kzMmzcP+/fvR9++fS2+L3M/m6LGUp7P19J+0dHRAIApU6YYJexq1qyJsWPH4quvvkJaWprZa5j7ed29exedO3dGixYtsGvXLhw+fBgff/wxevfujUOHDsHW1rZYP1MiKh3FSkiNGjUKGzZsQGpqaqG/VMvCihUr8P333+Ptt982e5zt4+uhFy1ahPDwcHz88cdYuHChoXz27NmYO3cuFi1ahDlz5pRZ7EREVDhRFJEZ/Q+y4m49VqZH5t1/kJ1wB1pX79xNy818+yxzqg5l/bYQZFZmxx47eTLSVSrYcYYsEZWCWrVq4dSpU5gyZQr69OmT735GTxo7diysrKwK3GzcxcUFMpkM3333HWJjY3H48GHUrFnT4ti2bt2KAQMGmPyxX9BMnps3cw+RaNKkicXXyY9er7f4eQCAra2tURIMgGHmy507d0wSH3l7AT0+O6YwNWrUQLVq1RAXF2coq1WrFo4cOYLr168jOjoa3t7eyMzMRKtWrdCvX78Cx3vvvfcwb948hIeHFykhld/PpiixlOfztbTfnTt3AJjfz6lOnTqGfbDySyo++fN69913YW9vj127dsHKygr16tVD+/bt0bp1a6xcuRIfffQRgKf7mRJRySnWHlIzZ85E8+bN0bNnT/zxxx948OBBScdlMY1Ggzlz5qBu3bpYtmyZ2Q0bZbLcvJsoili7di3s7Owwa9YsozbTpk2Ds7Mz1q1bB/H/27vv+Kbr/A/gr292994LKHsrIChIQUU4ZamIcIJMz8V5isodyj4URMHt3SkIKALnnb8THOCiTJkKRXYLFDoo3U1Hdj6/P0oDIWmbprt9PR+PPjSf8c37kzQleeczbvjmnYiIGpewmFF27qB9MspsQtnZgzBeLX8ja8pNg6U4z6GvKqwtvDr1rzQZBQAzZ8/Gc4sWYebs2XUfPBERypdCbd26FUVFRRBCVPkzZcoU9OvXDydOnKj25Lvc3FyYzWacP38eH330UaUnjzljMBiwZcsWPPLIIzUai7e3NwDg6tWrduUWi6VG1wGAy5cvIyAgwOWfjRs3Olxj0KBB0Gg02L59u0PdDz/8gE6dOiEoKMjlmLKyspCTk2ObFXajTp06YdiwYejcuTMWLlwIDw8PTJs2rcrrlZWVAYBDUqYqrjw3rsTSmI+vq/0qZiMdOXLEod2lS5fg5eXlcErhjW5+vnbs2IH77rsPSuX1f/e7d++Onj17YteuXQ793XlOiajuuDVDqiKDXbHetzKSJDk9raEu/fjjj8jPz8fUqVNhsViwdetWnDt3Dv7+/rjnnnvQvn17W9vk5GRkZmZi+PDhDsvyNBoNBg8ejC1btiAlJcWtacdERFS3rIYylJ49AEuZ9qayg7DqrpVJ5Sfp3bxMzyOuB9QR8Q0ZLhFRrWzduhVmsxl79uxxadndyZMnAZRvIF7d8r6bfffdd7BYLLj//vtr1G/w4MEAgPfffx9vvvmmrbxiY+mafLFbF3sceXt74/7778e//vUvPPPMMwgMDARQfgrgDz/8YLciIi0tzW5f2d9//x09evSw3bZYLHj++echl8urTAa+/fbb2Lp1K1599VXb0jSgfEP4m5fILV26FCqVqkazbmry3FQWC9C4j6+r/Tp37oyuXbvijTfewKOPPmqbCXX16lWsWbMGDz74oG1ygSvPl6+vLw4dOgQhhG2mX25uLi5cuIDu3bu79TgSUf1xKyF15513Npmjsiuy6QqFAr169cLZs2dtdTKZDM8//7ztH8uKKcaVJZsqypOTkyttYzAYYDAYbLdrMg2WiIhcZy7OR+m5gxCm639zzSUFKLuhTJIr4dnxNrtklCRTwLNDHygDIho8ZiIid6WkpOCbb77Bp59+Wu3m5wCQl5dnm8nhzj5BmzdvxujRo+Hp6Vmjfj179sSECROwcuVKpKWlYeDAgdi3bx+++OILAIBer3f5WnWxxxEA/P3vf0e/fv1w++234/HHH0dubi7ee+899O3b17ZH0LJly/Dyyy9j06ZNmDBhAq5cuYL+/fvj1ltvxUMPPYTS0lJs2bIFR44cwVtvveU0OZOfn4/Fixfj3XffxYwZMzB37lxb3cGDB3HnnXfi3nvvxf3334/i4mJ8/fXXOHjwIN566y2nM64q48pzU1UsFRrz8XW1H1CezBwxYgT69euHadOmwWQy4aOPPoJKpcLy5csBwOXn6+WXX8asWbMwdOhQjBo1CgaDAWvWrIFOp8Nzzz3n1uNIRPVINHNPPPGEACDkcrno16+fOHTokCguLha7d+8WnTt3FgDEhx9+KIQQ4vPPPxcAxCuvvOL0WkuWLBEAxMaNGyu9v4ULFwoADj9FRUX1Mj4iotbIkHNZFBzcIgr2/8/2k/3tByL13Rki9e2pIvXtqeLyP54RuTs+s2tT9Os2YSopaOzwiepNUVER33e0UGazWZhMJpfb3n333SIwMFAAEF9//XWN7qukpER4enqKr776yqEuISFBJCQk2JUlJiYKACIxMVEIIYRerxcvvPCCCAsLEyqVSvTv31988cUXIjY2VmzdutWuLwCxcOHCGsXnjl9//VUMGzZMeHt7i6ioKPHUU0+JwsJCW/3q1auFj4+P+OGHH2xl3333nRg8eLDw9vYWHh4eYuDAgU4fy7lz54qhQ4cKjUYjAgMDxQcffOA0hnXr1om+ffsKjUYjvLy8xKBBg5w+xhWmTJki4uLi7Mqqem5qEktdc+fxdaVfhYMHD4oRI0aIgIAA4ePjIx588EFx4cIFuzauPl9btmwRd9xxh/D19RWhoaHi/vvvF8eOHbNr01iPIxHZk4Ro3hsm/elPf8LHH38MDw8PpKSk2G3kePLkSfTs2RNt27ZFSkoKNm7ciEcffRSvvPIKli5d6nCtv//971iwYAE2btyIiRMnOr0/ZzOkYmJiUFRUBF9uiEtEVCtCCOjTT8OQcc6uzHglBfq0U7YyuU8QPDv0g0x5fUmL3MsPXh0H8CQ9atG0Wi38/Pz4vqOVe+6557BmzRp8/vnnGDNmDNavX4/HHnusscNqsSZNmoSYmBj07dsXw4cPt+2j1dpjac74OBI1DW4t2atgNBrx008/4cyZMygtLcX8+fMBlE/V1Wq1CA4OdmnKcW1UnPLXt29fh1NFunXrhnbt2iElJQWFhYW2tkVFRU6vVbH8rqqTA9VqtctH6RIRkeuExYyy87/BlJ95cw1MRdcPz1AGR8OjbW9IsuuHWCgDwuHZvi8kea3+WSMiavI+/fRTvPfee/jqq68wcOBAAMC2bduYkKpHGzZsaOwQbJpSLM0ZH0eipsHtbNHWrVsRGxuLUaNG4cUXX8SiRYtsdcePH0dERAQ2b95cFzFWqVOnTgAAf39/p/UV5Tqdzm6PKGeq22OKiIjqh9WgQ8mpPU6SUYAkyeDVoR9kGm+oozvDo92tdskodUQ8PDv2ZzKKiFq8w4cP44knnsDSpUsxatQoBAQEIDIyEps3b8bChQtRXFzc2CESERG5zK2E1L59+zBu3Dio1Wq88847+OMf/2hXf9ttt6F9+/b48ssv6yTIqgwdOhQAcPr0aYc6k8mElJQU23GhHTp0QGRkJPbt24fS0lK7tnq9Hrt370ZkZKTdyXxERFS/zMX5KDm5C5bS67NXb15NLilU8O6eAE1Up+uHalw7Xc8jrkeTOWiDiKi+XL16FQ8++CBGjhxp23hZkiQsXLgQkiQhNTXVdhI2ERFRc+BWQmrp0qXw9/fHkSNHMGvWLKczivr06YOkpKRaB1id+Ph43HvvvUhJScHq1avt6pYvX47CwkI88MADUCgUkCQJM2fORElJCZYsWWLXdtmyZSgoKMDMmTP5wYaIqIEYc9JQcnovrMbrpzKZCrJQ8nsirCb7k5punAElyZXw6nw71GFtGipUIqJGFRAQgN9//x2bNm2yK//Tn/6E3NxcrFu3DgoFZ4oSEVHz4da/WgcOHMC4ceMQEhJSaZuYmBhs3brV7cBq4sMPP8Qdd9yBxx9/HF999RU6d+6Mo0ePYseOHYiLi8Mbb7xhaztnzhxs3boVK1aswNGjR22Js23btqF3796YM2dOg8RMRNSaCSGgTzsFQ2ayXZkx6zz0l08CAMrOHYJXl4F2y/MAQKbxglenAZB7+DRozEREjUmlUkGlUjmtCwwMbOBoiIiIas+thJTBYKhy42+gfOPw+t7QvEJ8fDyOHDmCBQsWYPv27fjhhx8QHh6OZ555BgsWLEBoaKitrZeXF3bu3InFixfjv//9L3bu3Inw8HA8//zzWLhwIby8vBokZiKilmD1qlUo0Wrh7euLmbNnu9RHmE0oSzkCU+HV62VWC3QXk2DKTbOVSSoP4KalewrfYIfT9YiIiIiIqPmRxM0bdbige/fuCA4Oxs6dOwEAixcvxpIlS2CxWGxtevXqBbVajUOHDtVZsE0Rj18motbs9uhoZGVkIDwqCvvT06ttb9GXoOzsQVh01zfetZr0KDt3GJaSfFuZOqoT1DfuFwVAFRoHjza9IDXQlx1ETRHfdxAREVFL4da7+oceegh79uzBp59+6rT+zTffxIkTJ/DII4/UKjgiImo5TIXZKDmxyy4ZZSktQsmJ3deTUTI5PNr3hSa6s10yShPbDZ7tbmEyioiIiIiohXBryd5LL72EL7/8EtOmTcOGDRug15dvPDtnzhzs378fv/zyC3r37o1Zs2bVabBERNQ8Ga6kQHf5pN0SPFN+JsrO/wZYy2fXSkoNvDr1h9zL39ZGkivg2b4vlAHhDR0yERERERHVI7cSUt7e3tizZw9mzZqFL774wrZU780334QkSRg/fjw+/PBDqNXc44OIqDWr2BvKmHPZrtxSWoiy5MO223Ivf3h27A+ZSmMrk6k9yzcv9+SyJCIiIiKilsbttQ8BAQH4/PPPkZWVhe+++w4bNmzA1q1bkZmZiU2bNiEgIKAu4yQiombGatCh5NReh2QUUJ6AUoW2AQAog6Lh1XWQXTJK4RMI7+4JTEYREdXCkSNHMGDAAAQHB2PQoEH4/fffGzskIiIiG7dmSN0oKCgII0aMqItYiIiohTAX56H03CEIk6HSNpq4HpD7BEIZFG2/eXlILDza9uZ+UUREtZCbm4uHHnoImzZtwu23346VK1figQceQEpKSmOHRkREBKAWM6SIiIicMVy9iJJT++ySUebifJjyr9i1k2QyqIJjHDcvj7+VySgiolo6fvw4Jk2ahDvuuAOSJOGJJ57A+fPnkZ2d3WgxmUymOpml5e51CgsLsW/fvlrff2NIS0tr7BCIiOqc2zOkTp06hffffx+HDx9GYWGhbR+pG0mShPPnz9cqQCIiah6E1Qpd6nEYs1Ptyo3Zl6BLPQ5IErw1d0Lu6efQl5uXExHVrbvuugt33XWX7faePXsQERGBoKCgRotp1KhR0Ov12LlzZ4NcZ8iQIdi1axfEtQM1+vTpg5iYGFu/m+ubopMnT2LBggU4evQoLly40NjhEBHVKbcSUrt27cKIESNgMBigUCgQFhYGhcLxUk35jzsREdUlgZJTe2Epyb9eYrVCf/kEjFcvVjSB4cp5eMbfateTm5cTEdWv7OxsPP3003jnnXcgl8sbLY6Kk7kb6jpt27ZFbm6u7fbNX6DfXA8Av/zyC7p27Qp/f/9ax1lbTz31FD766CMoFApEREQ0djhERHXOrTURf/vb32A2m7F69WrodDqkpaXh4sWLTn+IiKjls5oMdskoq8mA0jO/XE9GAVCFtYVH2952/RS+wdy8nIhavN9++w0DBw6ESqWCJEnYsGFDg923wWDA2LFj8eCDD+Lhhx9usPttCtauXYsTJ064XH/ixAmMGDEChYWFDRBd9fLy8rBt2zZMnDixsUMhIqoXbs2QSkpKwoQJEzB9+vS6joeIiJoRYb32bfMNE2ItpYXlG5obdeUFkgwebXpCFRpn11cV1hYebXpAkrhfFBG1XFlZWbjrrrswc+ZMfPjhh1Cr1YiMjGyw+58xYwb8/PzwxhtvNNh9NldHjhxBcXFxY4dh88UXXwAANm7c2MiREBHVD7c+Bfj4+CA0NLSuYyEiomZCWC0oO/8bhNlkV27MTUPJyT22ZJSk1MCr60D7ZJQkg0fbXvBs24vJKCJq8dauXYvo6Gi8+eab6NWrFzp37gxfX8dZoWfOnMH//d//uXzdQ4cOoU2bNnjhhRfsyhMTE3HLLbfg66+/xmuvvYZff/0VmzdvrnKp3vz58/HII49g8eLFiIuLg1qtRs+ePbFlyxa7dgsWLMD999+PdevWoW3btvDy8sJ3330HANiwYQN69+4NjUaD4OBgPPzwwzhz5ozDfRkMBixcuBDt27eHh4cH+vXrh23bttm1ycvLw4wZMxAeHg5vb2/cfvvtSExMrPF1vv76a9x7772VjvvG+tdffx3Tpk0DUL6UT5IkHDt2DKdPn4ZMJsOCBQscYlQqlXjmmWfsyoUQKCkpcfnHbDZXGh8RUUvn1ieB+++/H3v27KnrWIiIqBmwGspQcnIPjDmX7cr16WehO/8bIKwAALl3ALy7J0DhHWhrIylU8O5yB9RhbRs0ZiKixnL+/Hl07ty52nadO3fGhg0b8Ouvv7p03UOHDiE7OxurVq2yLTtLTU3F+PHj0bNnTyiVSsybNw+XL19GfHw8goODERwcjP379ztca8+ePfjiiy/w9ttvY/LkyZg/fz7KysrwwAMP4KeffrK12717N3bt2oXp06fjzjvvxPz586HRaLBy5UpMnjwZAQEBWLp0KR5//HHs2rUL/fr1Q1JSkt19HThwAKtXr8bUqVPxyiuvoKioCCNHjrQltgBgzJgx2Lx5Mx577DEsXboUpaWlGDVqFDIyMmp0nS+//BI//vhjpY/hjfVxcXGYMWMGAOCNN97A2rVrERsbiy5dumD48OH417/+BYPBYNfXbDbj0UcftbvmpUuX4OPj4/JPQy7fJCJqatxasrdixQoMHDgQzz77LJYvXw5PT8+6jouIiJogU1E2ypKPQJiNSNx1EPkFhQCA/IJC7P39EvoFSgAElCFx5cvxZNe/kZd7+sKr0wDI1Pw3g4haj6ioKOzduxdWqxUyWdXfBf/rX//CsGHDsGbNGvTp06fKtrNmzYJcLsfTTz+NQ4cOoW3bthgzZgzi4+Px0UcfQa1Ww2q1uhynQqHAjh07cMsttwAAnn76aXTt2hUvv/wy7rnnHlu70tJSPPvss3jnnXcAABkZGfjDH/6ARx55BJs2bYIkSQCAv/zlL+jevTuee+45u9lNnp6e+OWXXxAXVz5z9tlnn0W3bt3w17/+Fffddx+0Wi3S0tKwevVq295J99xzD3r06IH9+/dj3LhxLl2npiZMmAC9Xo81a9Zg3LhxaNOmja3u+eefx/Dhw7F582ZMmTIFQPlyunbt2uGOO+6wu05ERESNvrjv2LFjjWMlImopXEpI3XhkbAUvLy988MEHWLduHTp06AA/PyfHeEsSfv7559pHSUREjU6fcQ769NOAEEjcdRCz/7bcVmc2WzDn7//E8r9OQcKAnlCFtrF9KAEAZWAkPONvhSR363sQIqJma8aMGXj33XcxZcoUzJo1y+l75ht169YNgwcPxj//+U9Mnjy5yrbjx4/H008/jby8PEydOhW5ubk4fPgw1Gp1jeMcMGCALRkFAIGBgZg+fTqWLVuGkpISeHt7AyhPXN24fG3btm0wGo2YP3++3d/98PBwzJw5E2+++SZ0Oh08PDwAAP369bMlkQDA19cXU6dOxdKlS1FYWAh/f38kJydDqVQiOTkZX3/9te3zRElJia2fK9epK/feey+6deuGd955B1OmTEFOTg527tyJl19+2aGtWq3GoEGD6uy+iYhaMpc+GezcubPSupKSEhw9etRp3Y3/KBERUfMkzCaUXfgNpvwr+GzTFmzY9LVtZpRdOyHwypsb8OzTkzB54vUleZrozlBHdeK/CUTUKsXGxuLgwYN48cUXce+990Kr1brUb8aMGVAqlZgwYUKlbYKCgqBQKPCvf/0LGRkZ2LVrl9sbpjvbYyo6OhoA7BJSffr0QVBQkK1NdnY2gPJ9l24WGxsLi8WCwsJCW0LKmYiICACAXq8HAGRmZuLpp5/Gtm3bEBcXh65du7o0hpuvU5f+8pe/4E9/+hP27t2LEydOwGKxYNKkSQ7trFary88xUD7TS6VS1WWoRETNhksJqZpM9yUiopbDUqZF6blDsOrLv5UuLdUhOyev0vZmsxmlpdc2NJcr4BnfB8rAiAaJlYioqerYsSO2bt3qUtupU6fi1KlT2LBhQ7XLuXJzc2E2m3H+/Hl8+umnuO222+oiXJvk5GT4+/vbHWak0Wjs2lQkgc6fP48ePXrY1Z04cQI+Pj4ICQmp8n5Onjxpu5/i4mIMHjwY/v7+2LVrFwYPHozU1FSnCa+qrlPXJk+ejJdffhnvvPMO8vLy0K9fP6fPz+XLl12KtcLatWsxderUOoyUiKj54NoJIiJyypibBt2FJAjr9ROAPDUqhAR4o0BbBrPF8csKhUIBLy8PyDRe8OrYH3JPx5OkiIjIua1bt8JsNmPPnj0uLbs7efIkAGDmzJnVLu+rTmZmJoxGo222zuXLl/HJJ59g0qRJVe59NWLECKjVaixevBhffPGFre3Zs2exbt06PPXUU1AoKv/IkZSUhE8++QQzZsyATCbDjz/+iLS0NHz55Zfo168fADicnufKddxRMZNXp9M51Gk0Gjz55JNYvnw5rFYr3nrrLafX4B5SRESucyshZbFYUFpaCm9vb6d/8Cvqvby8qjxiloiImh5htUJ/+QQMWRfsyi2lhRjbzRtjFo7DnuOXsGBtIoS4Xi9JEla8+iKGjR4Fz/Z9IVNwCQIRkatSUlLwzTff4NNPP3UpoZKXl4dp06YBQJ3sWZScnIw77rgDkydPRlZWFtasWYPw8HC8+uqrVfaLiIjAa6+9hhdeeAGDBw/G2LFjkZOTg48//hghISF2+yzJZDLs3r0bU6ZMwa233oqzZ89i7dq1aN++PV577TUAsO39tHLlSgwcOBDff/89vv32WwDXV224ch13VGxkPm/ePPTr1w8ymQxz5syx1T/zzDNYsWIFAFS6lJJ7SBERuc6trw8WL16M0NBQ5OU5X7aRn5+PsLCwav8BIyKipsVq0KHk1B6HZJQx+xJKTu6BMJZ/azz41g5YMf/6t94KhQIrl/8VIx6ZVH6SHpNRREQ10rZtW3z44YcuJaMsFgseeeQRFBUVAYDdnk7u6ty5M+Li4rBw4UJ89NFHGDVqFPbu3evS5uCzZ8/Gxo0bUVZWhnnz5uGTTz7BmDFjsH//frvYPv74Y0yYMAHbt2/HSy+9hO+++w6zZs3Cvn374OtbPqN26NCheOqpp7Bt2zYsXboUVqvVttwxMzPT5eu4IyEhATNnzsT333+Pd999F126dLGrDw8PR3x8PIYNG1YvywKJiFobSYgbv992za233oqIiAjbtxXOjBo1CpmZmfj1119rFWBTp9Vq4efnh6Kiolr9A0hE1NhMhdkoO/8rhMlgKxNWC3Spv8OUc8lWJvcOgGf7fpCpPTB89Exk5+QhNCQIe04dgyo4ujFCJ2o1+L6DAOC5557DmjVr8Pnnn2PMmDFYv349HnvsMbevN2TIEABVH2RE5Usku3fvjo0bN2LixImNHQ4RUbPn1gypCxcuoHPnzlW26dSpEy5evOhWUERE1HCEENCnn0HpmV/sklFWox6lp/baJaNUYW3h1WUQZGr705IkpZrJKCKiBvDpp5/ivffew8aNG21Lw1zZY4lq79VXX0VISAgeeuihxg6FiKhFcGsPKbPZXO10YkmS6uXIVSIiqjtWkwFl53+FuTDboU6SKyAs1zY0l2TwaNsLqpBY+0bX/i2o2AiWiIjqz+HDh/HEE09g6dKlGDVqFIQQiIyMxObNm9GxY0e8+OKL8PHxaewwW5R33nkHqampKCwsxKZNm/Duu+/aNn4nIqLacWuGVHx8PHbs2FFlmx07dtToyFMiImpY5uJ8lPy+02kyCihPSHl2vA0yTz94dxvskIxSR7TnXlFERA3k6tWrePDBBzFy5EjMnTsXQPmXAQsXLoQkSUhNTYWHh0c1V3HOx8cHAwcOrMtwW4yIiAisX78e27dvx/z58zFr1qzGDomIqMVwaw+pJUuWYPHixXjllVewcOFCu5P0LBYLFi1ahNdeew3z58/HokWL6jLeJod7ORBRc2S4ch66yycBYbWVCbMJwmJ2WI4nhLCbASXJ5PBo1xuq4BjcHh2NrIwMhEdFYX96eoPFT9Ra8X1H62U0GlFWVgZvb2/bgRIV8vPzERAQwNmqRETUrLiVkCopKUH//v1x5swZxMfHY+jQoYiKikJGRgYSExNx/vx5dOnSBQcOHIC3t3d9xN1k8I0hETUnwmxC2YXfYMq/YlduKdOi7NwhQK6Ad7c7IcnkTvvL1J7w6tgfci8/AGBCiqiB8X0HERERtRRu7SHl7e2N3bt346mnnsKXX36JlJQUW51MJsO4cePw4YcftvhkFBFRc2IuLUTZuUOwGsrsyo156dBdOAZYLQAA/eVT8GjTw6G/wj8Unu37cpkeERERERHVmlsJKQAICgrCF198gezsbBw5cgSFhYXw9/dH3759ERoaWpcxEhFRLRmyLkB3+QRgvWGJntUKfdpJGLMu2Mpknn5Qh7dz6K+O6ghNdBcuByEiIiIiojrhdkKqQmhoKO677766iIWIiOqYMJtQdvEYTHkZduVWQxnKko/AUlpgK1MGx8CjbS+75XqSXAHP+D5QBkY0WMxERERERNTy1TohdaP9+/fjm2++gYeHB6ZPn47IyMi6vDwREdWAuaQAZSlHYNWX2pWbCrKgu/AbhNlUXiDJoInrDlVoG7sZUHIPH3h2vA1yDx4hTkREREREdcuthNSLL76I999/H5mZmQgMDAQA/Pe//8WECRNgvbYc5P3338evv/6KqKiououWiIhcYsi6AN2lE3an6AGAPu0UDJnJttuS2hNeHfpB7uVv104ZGAnP+Fshyev0ewsiIiIiIiIAgMydTomJiRg6dKgtGQUA8+fPh5+fHz799FOsWLECeXl5WLlyZZ0FSkRE1bOajSg9dxC61OMOyahy12dAKQLC4dN9iH0ySpKgie0Gr463MRlFRERERET1xq1PG5cvX8bAgQNtt5OTk3H27FksXLgQkyZNAgDs2bMH3333HVatWlU3kRIRUZXMxfnlS/RuOkXvRuroTrCUFEDhHwZVeDu7JXqSUg2vDv2g8A1uiHCJiIiIiKgVcyshVVJSAm9vb9vtvXv3QpIk/OEPf7CVde3aFT///HPtIyQioioJIWDITIY+/TQghF25pbQQCu8AW5kkyeDZ+XaH0/Lk3oHw6tgPMpVHje57xuzZKNFq4e3rW7tBEBERERFRq+JWQioiIgJnz5613d6+fTu8vb3Rp08fW5lWq4Vara59hEREVCmryYCy87/CXJjtUK5L+RXm4lx4db3zpqSUfTJKHd4OmtjukGQ1X8U9c/Zs9wInIiIiIqJWza2EVEJCAjZt2oQPPvgAGo0GX331FUaPHg25/PpR4SkpKYiOjq6zQImIyJ6pMBtl53+FMBnsys3aPJSlHIEw6QEAupQj8O55t0PCSZIp4NGuN1TB/FtNREREREQNSxLihvUdLkpJSUG/fv2g1WohhICnpycOHDiA7t27AwBycnIQHR2NGTNm4MMPP6zzoJsSrVYLPz8/FBUVwZdLVoioAQhhhT7ttN1peeXlAsYrKdCnnQZQ/qddUqrh2b6vw75QMg9veHW4DXJP/t0iak74voOIiIhaCrdmSLVv3x6nTp3Cl19+CQAYOXIk2rRpY6u/dOkSnn76afzxj3+skyCJiFqa1atW2fZeqsmyN4u+FGUpR2ApKbArt5qN0J0/CnNhlq1M7hsMz/g+kKk0dm2VQVHwbHcLT9EjIiIiIqJG49YMKbqO31QSkTtuj45GVkYGwqOisD893aU+xtw06C4mQVjMduXm4jyUpfwKYdTZytRRHaGO6my/X5Qkg0dcN6jD4+tkDETU8Pi+g4iIiFoKfj1ORNTECYsZuotJMOamOdQZs1Ohu5hkuy0pVPCI7wOlf6hdO5nKA54d+kHhE1jv8RIREREREVXHpYTUkiVLIEkSnnnmGQQGBmLJkiUuXVySJMyfP79WARIRtWbmkgKUpRyBVV/qtF7uFQBIMkBYIfcJgmf7PpCpPOzaKPxCy8uVPPmUiIiIiIiaBpeW7MlkMkiShNOnT6Njx46QuXg0uCRJsFgstQ6yKePUeSJyR3VL9oQQMGQmQ59+BhDWKq9luHoRwmSAOqqT/RI9AJrozk7Liah54vsOIiIiailcmiGVmJgIAIiNjbW7TUREdc9q0KHs/K8wa3PtyoXVCmP2RahC20K64YsBdVhbh2uUn67XB0q/UIc6IiIiIiKixuZSQiohIaHK20REVDeMeRnQXTwGYTbZlVsrTtcrLYQw6qGJ7VbpNRQ+QfDs0Ndh6R4REREREVFTwU3NiYiaAGExQ5d6HMacyw51FUkqXDtdz5B1AaqwdpCpHRNO6siO0MR0hiS5trSaiIiIiIioMdQqIWW1WpGeno6MjAyYTCanbQYPHlybuyAiavHMxfkoO/+rw8blwmKG7tIJmHIu2cpkaq/y2U83JaMkhQqe8bdCGRDeIDETERERERHVhlsJKSEEli9fjrfeegt5eXlVtm3pm5oTEdWGsJhRcmoPcNP5EpYybfnperpiW5kyKBoebXpCUijt2ip8AuHZvp/TGVNERERERERNkVsJqblz52LFihUIDQ3FtGnTEBERAYWCq/+IiFxVccCpsJjtklFCCBizL0F/6ffrp+vJ5PBo0xPK4BiH0/LUER2gie3CJXpERERERNSsuJVFWrduHTp16oTDhw/D29u7rmMiImrRjNmXIEwGp3Wm3DToU5Nst2WevvBs3xdyDx+7dlyiR0REREREzZlbCamSkhJMmjSJySgiohqwmgzQXTgGU8GVStsog6JhvHoBltIiqELbQBPXHZJMbtdG4RMEz/aO+0gRERERERE1F24lpHr37o3MzMy6joWIqMUyFWSh7MJRJzOj7PeOkmQyeMT3gVVXAmVghMN11FEdoYnmKXpERERERNS8ufWJZt68ediyZQt+++23uo6HiKhFERYzyi4cQ+nZA7ZkVOKug8gvKAQA5OcX4ucfdtj1kXv4OCSjJKUaXl3ugEdMVyajiIiIiIio2XNrhtSIESOwfv16/OEPf8Do0aPRq1cv+Pr6Om372GOP1SpAIqLmyqzNQ9mF32DVl9rKEncdxOy/Lb/exmLFS4vew5sqD9w15Han11H4hcIz/lbIVJp6j5mIiIiIiKghSELcdNa4CwwGA2bOnImNGzfaToq6+eQnIQQkSYLFYqmbSJsorVYLPz8/FBUVVZqUI6LWRVit0KefhiEz2Vb22aYt2LDpa+QXFMJsdvy7qFDIERjgj0kTR2HyxDHlhZIETXQXqCM7OPyNJaLWie87iIiIqKVwa4bU7Nmz8fnnn6Nnz54YN24cIiIioFC4dSkiohbFUlqEsvO/wlKmtSsvLdUhOyev0n5mswXZOXkoLdUBAGRqT3i27wOFT1C9xktERERERNQY3Moi/ec//0GfPn2wf//+JpmIWrFiBf76178CAPbv348BAwY4tNFqtVi0aBG+/PJLZGVlITw8HA899BAWLVrEbxyJqMaEsMKQmQx9+llAWO3rrBaoDIUI9vNEYYkeZovVob9CoUBggB+8vDygDIyEZ7tbICmUDRU+ERERERFRg3Irm6TX6zF06NAmmYw6ffo0FixYAC8vL5SWljptU1paioSEBBw7dgzDhg3DxIkTkZSUhLfeeguJiYnYu3cvvLy8GjhyImquLLpilJ3/DZaSAse6Mi3KUo7gob4ReKjveOw5fgkL1ibixsXSkiRhxasv4q4hd0AT1wPqsDYNFzwREREREVEjcOuopj59+iAlJaWuY6k1i8WCKVOmoFevXnjggQcqbbdixQocO3YMc+bMwQ8//IDly5dj27ZtWLBgAY4dO4YVK1Y0YNRE1FwJIWC4koLi3xOdJqOA8tlRVl1J+Q1JhmGjR+HN1/5qS+grFAqsXP5X3DNiGLy7JzAZRURERERErYJbCanXXnsN27dvxzfffFPX8dTK66+/jqSkJHzyySeQy+VO2wghsHr1anh7e2PBggV2dXPnzkVAQADWrFkDN/Z6J6JWxKIvQempvdBdOgFYHZfgVVB4B0Ad3QkyT99rCae2uGvIAAQG+AEAAgP8MOLhCfDungC5J5cLExERERFR6+DWmrsff/wRQ4YMwZgxYzB06FD07t3b6b5LkiRh/vz5tQ7SFSdOnMDixYsxb948dOvWrdJ2ycnJyMzMxPDhwx2W5Wk0GgwePBhbtmxBSkoKOnToUN9hE1EzI4SA8epF6C+fgrCaHerMBVeg8A+HJLue71dHdoQ6oj0kmWOiXFKo4NG2V73HTURERERE1JS4lZBatGiR7f937NiBHTt2OG3XUAkps9mMqVOnokuXLvjb3/5WZdvk5PJj2CtLNlWUJycnO21jMBhgMBhst7VarUMbImqZLPpS6C4chVmb61BnNemhu5AEc2EW1FGdoYnuZKuTJAmQbkpGXUtY3Zi4IiIiIiIiai3cSkglJibWdRy18tprryEpKQkHDx6EUln1qVRFRUUAAD8/P6f1FTO9KtrdbNmyZVi8eHEtoiWi5qaqWVEAYMrPhO5iEoTZCAAwZJ6FKiQGMrWn48UkGTQxXSBTqOo7bCIiIiIioibLrYRUQkJCXcfhtqSkJCxduhQvvvgibr311nq/v7lz52L27Nm221qtFjExMfV+v0TUOKqaFSXMJugu/Q5TbpqtrHwJXm+nySiZxhue7ftA4R1QrzETERERERE1dW4lpJqSKVOmID4+3m4ZYVUqZkZVNgOqYgleZTOo1Go11Gp1zQMlomalfFbUBegvn3Y6K8pclIOyC0chjDpbmSIgvDwZpXT8G6EKjYNHXA9I8mb/Z5eIiIiIiKjWav3JKC0tDZmZmXb7Kt1o8ODBtb2LKiUlJQEo35Dcmdtvvx0A8L///Q9jx4612yPKmer2mCKils+iL4Hu/FGYi/Mc6oTFDH3aaRivXrheKFfAI64HlMEx5ftF3UBSqODZrjeUgZH1HTYREREREVGz4XZC6uuvv8ZLL71UaWKngsVicfcuXDJjxgyn5bt370ZycjJGjx6NkJAQtGnTBkB5oikyMhL79u1DaWmp3Ul7er0eu3fvRmRkJNq3b1+vcRNR0yOEgOFKCgzpZyCszv92Ga5esEtGyX2D4dnuFqdL9BR+ofCMvwUylUe9xUxERERERNQcuZWQ2rlzJx544AGEh4dj1qxZeO+995CQkIDOnTtj7969OHnyJEaOHIk+ffrUdbwOVq9e7bR86tSpSE5Oxty5czFgwABbuSRJmDlzJpYsWYIlS5bg9ddft9UtW7YMBQUF+POf/+wwy4GIWjZLmRZlF47CUlJQZTt1eDxMuemw6kuhie0KVVg7x78XMhk8YrpBFe6kjoiIiIiIiNxLSC1fvhze3t749ddfERYWhvfeew9Dhw7FggULIITA8uXLsXTpUixZsqSu460Tc+bMwdatW7FixQocPXoUffr0QVJSErZt24bevXtjzpw5jR0iETUQYbXCkHkO+oxzgLA61FvNRrsT8SSZHJ7t+wKSBLmHj0N7uacvPNv3hdzTt17jJiIiIiIias5k7nQ6fPgwxo4di7CwMFuZ1Vr+QU6SJMydOxe33HILFixYUDdR1jEvLy/s3LkTzz//PM6cOYOVK1fixIkTeP7557Fz5067ZXxE1HKZSwpQcmIn9OlnHJJRwmqFPv0Mio/+AEuZ1q5O7unrNBmljmgP7+4JTEYRERERERFVw60ZUmVlZYiKirLdVqvVttPpKgwYMABr166tXXS1sG7dOqxbt67Sej8/P6xatQqrVq1quKCIqEkQFjP06WdgyDoPCOFQbyktRNmFo7BeS0TpLhyFV7c7IUnOc/gylQc82/eBwje4XuMmIiIiIiJqKdxKSIWHhyMnJ8d2OyoqCidPnrRrk5eXV+8bmhMR1ZSpKAe6i8dg1Zc61AmrBYaMczBkJgOoSFRJUPiHlt90sh2UKjgaHm16QVIo6zNsIiIiIiKiFsWthFSvXr1w4sQJ2+2hQ4di/fr12Lx5M0aNGoW9e/fi3//+N/r27VtngRIRVVi9ahVKtFp4+/pi5uzZLvURZhN0l36HMeey03pLaSHKzv8Gq67YVibz9IVnu1sg9/J3aC8pVPBo2wuqoCiHOlfMmD3bNgYiIiIiIqLWRhLCyXqVanzyySeYNWsWTp8+jbi4OFy8eBF9+vRBUVGRrY1CocCPP/6IwYMH12nATY1Wq4Wfnx+Kiorgyw+WRA3i9uhoZGVkIDwqCvvT06ttb8zLgC71OITJ4FDndFaUJEEd2RHqyI6QZI7L9BT+YfBs1xsylUdth0JEVCN830FEREQthVsJKWfOnz+PVatW4cKFC4iLi8OTTz6J3r1718WlmzS+MSRqeK4mpKwGHXSpSTAVZFXapvTcIZgLrthul8+KuhVyLz+HtpJMAU1cN6jD2tZuAEREbuL7DiIiImop3Fqy50x8fDw++OCDurocEZHbhBAwXr0AfdppCIu5yrbqiPjyhJQkQR3ZCerIDs5nRfkEwiP+Vsg13vUVNhERERERUatRZwkpIqKmwFJahLKLx2ApKXBaL6xWu4STwicImrgeUPgGQe7pOCsKMhk00V2gjmgPSXKyqzkRERERERHVWK0SUocOHcLhw4dRWFjo9EQ9SZIwf/782twFEZFLhMUMffoZGLLOA05WIpfXn4alpBBeXQfZJZfU4e2cXlPu5Q/P+Fsh9+SyGCIiIiIiorrkVkIqPz8fY8eOxb59+1DVFlRMSBFRQzAVZEGXehxWQ5nz+sKr0F1MgjDqAADGqxegDo+v/IKSDJqojlBHdYQkOS7fIyIiIiIiotpxKyE1e/Zs7N27F0OGDMGUKVMQHR0NhYKr/4iooQmUJh+GKS/Daa3VZID+0gmY8m7Y+LyaBJPc0xce8bdC4eVfh3ESERERERHRjdzKIn3zzTe47bbb8PPPP3NPFSJqNFaTwWkySggBU1469JdOQJiNtnK5bzA82vZyvjG5JEEd2QGaqM5ONzUnIiIiIiKiuuNWQkqv12Pw4MFMRhFRgzOXFsJqMpTfcLJi2Goog+5iEsxF2dcL5Up4xHaDMiTW6d8tuYcvPOJvgcI7oJ6iJiIiIiIiohu5lZC65ZZbkJqaWsehEBFVTphN0KedguHqRaeblgPlM6aKjycCVrOtTBkYCU1cD8hUGscOkgR1RAdoojtBksnrK3QiIiIiIiK6iVsJqUWLFuH+++/HgQMHMGDAgLqOiYjIjjE3DfrLJ2E16qtsJ1OqoQqJgfHqRUhKDTza9IQyMMJpW86KIiIiIiIiajxuJaQyMjIwcuRIJCQk4NFHH8Utt9wCPz8/p20fe+yxWgVIRK2XRVcMXepxmItyKmkhIISwW4aniekCSaaAOrIDJIXSsQv3iiIiIiIiImp0khCVrH2pgkwmgyRJuLHrzfuyVHxItFgstY+yCdNqtfDz80NRURF8fX0bOxyiFkFYzNBnnIPhSgogrA71w0fPRHZOHkL8vfD12sVQh8e7dF25p1/5rCieoEdEzRTfdxAREVFL4dYMqbVr19Z1HEREAABT/hXoLv0Oq6HMab3VZLCdnCeEgD7tNJQBEZCpPSu/qCSDJqoj1JEdOSuKiIiIiIioCXArITVlypS6joOIWjmLvgS61N9hLrzqtF4IAVPOZfz4zbco0JYCAApL9Nh3JhvDuzvOoqog9w6AZ7tbIPfkTAIiIiIiIqKmwq2EVG5uLoKDg+s6FiJqhYTFDH3mteV5VueJJUuZFrqLSdj5y1HM/yTRVm62WDHvH9/AI7Ybhib0t+sjyeRQR3eGOiIeksRZUURERERERE2JW3tIaTQajBkzBjNnzsSwYcPqI65mg3s5ELnPlJ8JXervsBp1TuvL95I6iw2btuCLxJMoLNHDbHFMWikUCgQG+GHSxFGYPHEMFL7B8GjXG3KNd30PgYioQfF9BxEREbUUbk0b6NmzJ/7zn/9gxIgRaNu2LZYuXYqMjIy6jo2IWiiLrhglp39B6blDlSajAMBwJQXGKyko1RmRW1TmNBkFAGazGdk5eSgtM8CjXW94dRnIZBQREREREVET5lZC6tChQzh+/DhmzZqF4uJiLFiwAG3atMHo0aOxdetWWCtZdkNErZswm6C7dALFxxNhLsqutr06Ih6SSgMvDzVCAn2hUMidtlMoFAgLC0FQh15Qh7ZxOPWTiIiIiIiImha3luzdyGg04v/+7/+wevVqJCaW7+0SHh6OqVOnYsaMGWjXrl2dBNpUceo8UfWEEDDlpkF3+SSEyeC8jdUKS1kRFN4BduVmbR4klRpyjTcSdx3EC3Nfx41/tiRJwgefrsEfJk2r1zEQETUFfN9BRERELUWtE1I3Sk1NxSeffIKPPvoIOTk5kCQJQ4cOxZNPPokHH3ywRc5a4BtDoqqZSwqgSz0OS0lB5W2K86G7mASroRQ+Pe+CTO1ZadvEXQcxZ96bMJvNUCgV+GDzZtz74EP1EToRUZPD9x1ERETUUtTZ0VNCCJw4cQLHjx9HXl4ehBCIiIjArl27MH78ePTu3RvJycl1dXdE1MRZjXqUnf8NJSd2VZqMsprK25Se2gOrTgtYLdCl/l7ldYcm9EdgoD8AIDg0jMkoIiIiIiKiZqjWCamLFy9i3rx5iImJwZgxY7Bt2zaMHTsWP/zwA9LS0nDp0iW88MILOHXqFJ566qm6iJmImjBhtUKfcQ7FST/BmHO50jaGK+dRnPQzTLlptnKZpx/UUR0rv7hMBk10Z8iU6roOm4iIiIiIiBqQwp1OJpMJX375JVavXo2dO3fCarWibdu2ePXVVzF9+nSEhoba2kZERGDFihUoLi7GZ599VmeBE1HTY8q/At3lE7DqSyttYy7Kge7S77Dqiq8XypXQRHeGKqxtpUt7Fb7B8GjbC3IPn7oOm4iIiIiIiBqYWwmpyMhI5OfnQy6XY+zYsXjiiScwbNiwKvvExcWhrKzMrSCJqGmzlBZBd+l3mLW5lbaxmozQpx6HKT/DrlwZEgdNTJdKZz1JChU8YrtBFRpXpzETERERERFR43ErIeXt7Y3Zs2dj+vTpCAsLc6nP008/jYkTJ7pzd0TURFlNBujTTsOYcwmo5nwESS6HufT6XlJyL39o2vR0OFXvRqqQWGhiu3GJHhERERERUQvjVkLqwoULNT4xz9fXl6fBELUQwmqFIes8DBnnICwml/pIMjk8YrtDd/EYNDFdoQyJrfTviMzDG55te0PhG1yXYRMREREREVET4VZCqqbJKCJqOlavWoUSrRbevr6YOXt2jfsb8zKgv3wSVkPlS3Ct+lLoLp+EJqYr5B7etnJFQDh8/O6BJFc67yiTQRPVCeqIDpBkdXYIKBERERERETUxLiWkpk+f7tbFJUnCmjVr3OpLRPVjzapVyMrIQHhUVI0SUuaSAugv/Q5zcX6lbYTFDMOVFBgykwFhhd5qgWenAbYktiRJQCXJKIV/GDza9IRc41WzAREREREREVGz41JCat26dU7LJUmCcLJvTEU5E1JEzZ/VUAZ92ikYc9MrbSOEgCkvA/q0UxBGna3cUlYEYTJAUmkq7StTeUAT1x2qoKg6jZuIiIiIiIiaLpcSUhcvXrS7bbVa8Ze//AUHDhzAX/7yF9x5550ICwvD1atXsXv3brz77ru4/fbb8dZbb9VL0ERU/4TZBH3mORiyzgNWa6XtKmZOWUqub1gOSYIqPB6aqI6VL8+TZFCHx0MT3QmS3K3Vw0RERERERNRMufQpMC7O/rj15cuX4+DBg0hKSkJERIStvFOnThg8eDCmTZuGW265Bf/9738xZ86cuo2YiOqVsFphzE6FPuMshMlQaTurUQd92mmYctPsyhV+odDEdYfcw6fSvgrf4PLleZ486ICIiIiIiKg1cmtawpo1azB+/Hi7ZNSNoqKiMH78eHz88cdMSBE1I8a8DOjTTsOqL6m2bdm5Q7CUFtpuyzTe0MR1h9I/rNI+MpUGmphuUIXE1EW4RERERERE1Ey5lZBKT0+HRlP5njAAoNFokJ5e+Z4zRNR0mIvzoLt0EpaSyjcsv5k6ugvKzu6HJFdCHd0ZqtA2lZ+MJ0lQh7eDJqozJEUlS/iIiIiIiIio1XArIRUdHY3//e9/+Pvf/+40MVVWVob//e9/iI6OrnWARFR/LLpi6C+fgqngSpXtzCUFkGRyuyV2Sv9QaNr0hDIwCjKlqtK+9bE8b8bs2SjRauHtyyV/REREREREzZFbCamZM2di7ty5GDhwIBYsWIBBgwYhKCgIeXl52LNnD5YsWYLU1FQsW7asruMlojoiLCYUH98BODkps4LVUAZ9+mmYctMh9wmCV5eBkCTJVq8Oa1tp3/o8PW/m7Nl1fk0iIiIiIiJqOG4lpF566SWcO3cOa9euxYMPPggAkMlksF47iUsIgWnTpuGll16qu0iJqNaE2QRhMZf/v8VSaTJKmE0wZCaXn7Anyl/XluI8mAuvQhkQXvWdyGRQR7SHJrIjT88jIiIiIiIip9z6tCiTybBmzRo89thjWL9+PY4fP46ioiL4+fmhV69eeOyxx5CQkFDXsRKRm4TVAkPWBRgyz9kSUs7blZ+wZ8g4C2E22srL94nqBIVfaJX3owwILz9hT+NdZ7ETERERERFRy1Or6QsJCQlMPBE1YUJYYcy5DEP6WViNuiraCZgLsqBPOwmrvvR6hSSDKrwdNJEdICkq3ydK5uENj7geVZ6wR0RERERERFSB62mIWihjXgb06adh1ZVU21Z/6XcYr160K1MGRUET3QUyjVel/SS5EprozlCFt4UkVXLCHhEREREREdFNmJAiamFMhdnQp52CpbTQ5T7KoChbQkruEwRNbDcovAMq7yBJUIXEQRPTBTKlupYRExERERERUWvDhBRRC2EuzoM+7TTM2txK2yTuOoj8gkIAQH5BIRJ3HcTQhP5Q+ARBFR4PhU8QFAHhdifp3UzhGwyPuB6Qe/nV9RCIiIiIiIiolZCEqOLMd6qWVquFn58fioqK4Ovr29jhUCtkLi0sT0QVXq2y3Y7EX/DCy2/YlUmShJXL/oqhCf2rvR+Zxgsesd2hDIyoVbxEROQ+vu8gIiKiloIzpIiaKUuZFvr0MzDlZ1bZ7rONX+GzjV+hoLDYoU4IgTnz3kRggB8mTRyFyRPHOLSR5EqoozpCHR4PScZ9ooiIiIiIiKj2mJAiamYsuhIYMs7AmJteZTshBEx5Gci/cBI5eUWVtjObzcjOyUNp6U2n8EkS1KFtoI7uzH2iiIiIiIiIqE4xIUXUTFj0pTBknIUxNw2oYqWtEALmovKNza1lWngqJAT7eaKwRA+zxerQXqFQIDDAD15eHrYypX8YNHHdIffwqZexEBERERERUevGPaRqiXs5UH2zGsqgzzgHY85lQDgmlG6mTzsFQ2ayXZncNxgHLusxZ/EHuPElL0kSVi7/K4YOLt9DSu7pB01cNyj9Qut2EEREVCf4voOIiIhaCs6QImqiapqIqqAMjLIlpGSeftDEdoXSLxT3dAFWarwxZ96bMJvNUCgUWPHqixg6uD9kKg9oYrpAGRxT5Ql7RERERERERHWBCSmiJsZq0EGfeQ7G7EvVJqIsumIIsxEKnyBbmdzLD+rIDpB5+kEZGGmXYBqa0B+BAX7IzslDYIAf7ho6EOrIjlCHt4Mk558DIiIiIiIiahj8BErURFgNZdBnJruWiLq2n5QpNw0yjRe8e94FSbp+Ap4mpmu19yfJ5fDpPYwblhMREREREVGDY0KKqJHVZGleRVtT7mXbxuZWfSlMuelQhcS6dH+STF7+X7mSySgiIiIiIiJqFExIETUSi74EhoxzMOamV5+IMuphcLKMT5IroYpsD2VgZLX3p/ANhia2GySFstaxExEREREREdUGE1JEDcyiKy5PROWl22Y5VcZqMsBwJQXGqxcBq+V6hUwBdUQ81OHx1SaY5BUbm/uH1UX4RERERERERLUmq75J05aRkYG3334b9957L2JjY6FSqRAeHo6HHnoIBw8edNpHq9Vi9uzZiIuLg1qtRlxcHGbPng2tVtvA0VNrYiktQmnyYRQn/Qxjblq1ySgA0KedgvFKyvVklEwOdUQH+PQeBk105yqTUTKNFzzb94F3jyFMRhEREREREVGT0uxnSL333nt4/fXXER8fj2HDhiE0NBTJycn46quv8NVXX2HTpk0YP368rX1paSkSEhJw7NgxDBs2DBMnTkRSUhLeeustJCYmYu/evfDy8mrEEVFLYy4pKN+AvCCrxn3VkR1gyrkMSDKowtqUn56n1FTZR6bSQB3ZEarQNpBkzT7nTERERERERC1Qs09I3Xbbbdi9ezfuvPNOu/I9e/bg7rvvxlNPPYUxY8ZArS7fvHnFihU4duwY5syZg9dff93WfuHChViyZAlWrFiBxYsXN+gYqPlYvWoVSrRaePv6Yubs2VW2NRXlwJB5DuainGqvazXqYbiSArmnD1QhcbZyucYbHu1uhcI3GDK1R5XXkBRKqCM6QB3eDpK82b+0iYiIiIiIqAWThHBh3VAzNXz4cPzwww84fPgw+vbtCyEEoqOjodVqkZWVZTcTSq/XIzIyEp6enkhLS4MkSS7dh1arhZ+fH4qKiuDr61tfQ6Em4vboaGRlZCA8Kgr709Md6oUQMBdmQZ9xDpaSgmqvV56ISobxaiogrJBUHvDpdU+NZjZJMgVUEe2giejg0obl1Y2BiIiaLr7vICIiopaiRU+jUCrLP5wrFOXDTE5ORmZmJoYPH+6wLE+j0WDw4MHYsmULUlJS0KFDB6fXNBgMMBgMttvcd4oAQAgrTLkZMGQmw6Kr/nfCatTBkJnscGqeMBlgKS2Ewiew+juVyaAOawt1ZEfIlOrahE9ERERERETUoFpsQury5cv46aefEB4ejh49egAoT0gBqDTZVFGenJxcaZtly5ZxSR/ZCIsZxpzLMFxJgdVQVm17q760/NS8nMt2iSjI5FCFtoE6oj1kqqr3iIIkgyo0DprIjtUu4yMiIiIiIiJqilpkQspkMmHy5MkwGAxYsWIF5HI5AKCoqAgA4Ofn57RfxdT3inbOzJ07F7Nv2DtIq9UiJiamrkKnZkSffgaGqxchTIZq2wohoLuYVL5BOW5YJSuTQxXWFuqI+Go3K4ckQRUcA010Z8jUnrULnoiIiIiIiKgRtbiElNVqxfTp07F79248/vjjmDx5cp1eX61W2zZIp9aoPJlkNeqhTz/jci9Jkq7tS3YtGWVLRLWvfrmdJEEVFA11dCfINd5uxk1ERERERETUdLSohJQQAo8//jg2bNiASZMm4Z///KddfcXMqMpmQFXsB1XZDCpqvSylRdBnJsNqdG02lKU4D3IvP0jy65uMqyM7wFRwpTwRFdYWkkJV7bVUwdFQR3WC3MOnVvETERERERERNSUtJiFltVoxc+ZMrF27FhMnTsS6desgu+mkshv3iHKmuj2mqPUxFV6F4UoKzEU51bYtP2HvavnG5iX50MR2gzqiva1epvaET+97XTpBTxkUDU10/SSiZsyejRKtFt48nYmIiIiIiIgaSYtISN2YjHrkkUfw2Wef2faNulGHDh0QGRmJffv2obS01O6kPb1ej927dyMyMhLt27d36Euth7BaYcpLh+FKCixl1Z+YJ6xWmPIzyjc2v6G94UoKVGFtIcmu/y5WmYySJKiCoup9RtTMG/ZAIyIiIiIiImoM1U/VaOKsVitmzJiBtWvX4uGHH8aGDRucJqOA8n18Zs6ciZKSEixZssSubtmyZSgoKMDMmTOv7fVDrY3VbIQ+4yyKj/2AsvO/VZuMEhYzDFfOozjpJ+jO/2aXjJJ5+EAT2w1w5XdJkqAKiYVPz7vh2b4vl+cRERERERFRi9fsZ0gtWbIE69atg7e3Nzp27IilS5c6tBk7dix69+4NAJgzZw62bt2KFStW4OjRo+jTpw+SkpKwbds29O7dG3PmzGngEVBjs+iKYbhyHqbcNAirxaU+wmKC9ugPgMVkVy738oc6siMUAeHVJzYlGVQhMVBHdoRc41V1WyIiIiIiIqIWpNknpFJTUwEAJSUlePXVV522adOmjS0h5eXlhZ07d2Lx4sX473//i507dyI8PBzPP/88Fi5caLeMj1o2U1E2DFfOw1x4tcZ9hcVsl4xS+IdBHdEecp+g6hNRMhnUIXFQR3aATO1Z4/smIiIiIiIiau4kIYRo7CCaM61WCz8/PxQVFcGXm0Q3ecJihjEvHcYrF2DRVb8/FABYDWW2xNHw0TORnZOHkEBf/GfhQ1AGx0AdHg+5Z/XPvSRTQBXWBuqI9pCpNLUaBxERtU5830FEREQtRbOfIUXkCqtBB8PVizBmp0KYjdW2F8IKc/4VGLLOw1Kmhe8t90JSqGz1klwBn97DIFN5VHstSaGEOqwdVBHxkN1wDSIiIiIiIqLWigkpatHM2jwYrl6AKT8TcGEyoDCbYMy5BEPWBQijzlZuuJqK/SkFyC8oBADkFxRh1/7jGJrQv9JryVQaqMLjoQ5tA0mhrPVYiIiIiIiIiFoKLtmrJU6db3qE1QJTbjoMVy/AUlrkUh+LvgTGrAsw5lwGbtrYXObhgwNpBsxZ+pFduSRJWLnsrw5JKZnGG+qI9lCFxECSOT/xkYiIyB1830FEREQtBWdIUYthNZTBkHURxpxLLi3LAwBzcT4MmckwF2Y51Cn8w/Dffeex8autyC9wTGwJITBn3pt49ulJmDxxzLUT9jpAGRhZ/cbmRERERERERK0YE1LUIFavWoUSrRbevr6YOXt2nV1XCAFzUTaMVy/CVOCYVKqOpSTfPhklk0MVHANVeDvIPXyg25OK7Jz8SvubzWboLDJ4dRkIpV+IO0MgIiIiIiIianWYkKIGsWbVKmRlZCA8KqpOElJWsxHG7EswZqfCqi91rY9BB0iw24hcFRIHffoZ28bjytA4u43Hvbw8EBoShPyCQpjNFodrKpRKBLbrxmQUERERERERUQ0wIUXNirmkoHw2VF4GhNUxQXQzIQQs2lwYrl6EuSALqtA4eLTtZauXFEp4dx0EmYcvJJnMof/kiWMweeIYJO46iBfmvo4bt1yTJAkf/Oc/uHfMmLoZHBEREREREVErwYQUNXnCYoYxNx3G7Isub1IuLKbyPlcvwqortpUbc9Ogielqd+qd3Mu/2uvdPWwI3g2Jwewnn4PJZIJSqcT7TEYRERERERERuYUJKWqyLKVFMGSnwpSbBmExu9ZHVwzj1Ysw5qQBVvs+klINVWibGsUg9w6AOjweyqBIjLx1OF5d8BqyMjIQFBrKZBQRERERERGRm5iQoiZFWMww5qXDmH0JlpICl/tZTQboUn6FWZvjUCf3CYQqrB2UARFOl+U5kCQoAyKgjoiHwieoJuETERERERERkQuYkKImwVxSAGP2JZjy0l2eDXUjSaGCxXDD5uYyOZRB0VCHtYXcy8+1a8iVUIXGQR3eDjK1Z41jICIiIiIiIiLXMCFFjUaYTTDmppXPhipzcW8oYYW58CosJYXQxHSxlUuSBFVIHEw5l6AKawtVSCykG07Lq4rcw+d6HzlfEkRERERERET1jZ++qcGZtbkwZqfClH/FpZPyAMBq0MGYcwnG7EsQJj0AQBkSA7nG29ZGHREPdWQHSJLk0jWVAeFQhbWDwi/E5T5EREREREREVHtMSFEDEQDK93oqObXXtR5CwFx4FcbsVJgLrzrUm3LTIY/ubLstyeTVXlNSKKEKiYMqrC3kGi8XYyciIiIiIiKiusSEFNUbYbXAlJ8JY04arEbDtUJRbT+LvhSmnEsw5qTZZkPdSOEfDlVYGyj8Ql2ORe7lV74sLyiay/KIiIiIiIiIGhk/mVOdMxfnw5hzGaa8DAiLqcb99anHYS7KtiuTVJrymU0hcZCpPVy7kEwGVWAUVGFtofAJrHEcRERERERERFQ/mJCiOmE1lJVvUJ6TBqu+xKU+QghYSgsg9/KHJMls5cqQ2GsJKQkK/zCoQuOg8A+1a1MVmcYLqtA2UIXEQqZUuzMcIiIiIiIiIqpHTEiR24TZBFPBFRhzLsOszXW5n9Wkhyk3HcbsS7DqS+DZaQCU/mG2emVAOERsNyiDoiFTaVy7qCSVb1Ie2pablBMRERERERE1cUxINQOrV61CiVYLb19fzJw9u1FjEcIKc2E2jLnpMBe4fkpexabmwmxA8W8/2G4DgDH7kl1CSpLJoY5o79JVZWrP67OhXE1eEREREREREVGjYkKqGVizahWyMjIQHhXVaAkpc3E+TLlpMOZnQpgMLvURQsBSnIeftv+I/PxCAECBtgx7jqfizp5xAAC5TxCUgRE1C0aSXZsN1YazoYiIiIiIiIiaISakqFIWXXH50rq8dFj1pTXub8g4i5+2/YD5nyTayswWKxasTcSyFx7FPfeNgNzD2+XryTy8r21szr2hiIiIiIiIiJozJqTIjtVQBmNeBkx56bCUFrnez2SAJMkgKZQAgM82bcGGjVuQX+B4DSGAeW//G6vWb8ekiaMweeKYSq8ryRRQBkWWb2zuE1TzARERERERERFRk8OEFMFq1MOUnwlTXjrMxfku9xMWE0wFWTDlZcBclA1NTFfb3k+lpTpk5xZU2tdsNiM7Jw+lpTqn9QqfIKhC46AMjIQkbzq/pjNmz7bt50VERERERERE7mk6n/SpQVlNBpjyr8CUn1F+Qp4Q1XcCIKwWmAuvwpiXAXNBFiCstjpjbpotIeXl5YHQkCDkFxTCbHbc+FyhUCAwwA9eXh62MpnKA8qQGKhCYiHXuL6UryE19qbyRERERERERC0BE1KtiNVkgKngCkx5mTBrc2qQhLLCrM2BKS8dpvwswGp2aCOpNFD4hUJYrZBkMkyeOAaTJ45B4q6DeGHu6xA33JckSVjx6osYOrh/+ZK8wAgoQ2Kh8A3mBuVERERERERErQATUi3c9ZlQNUtC3ciUlw7dhaMO5ZJCBWVQFJRBUZB7BzpNJg1N6I+Vy/6KOfPehNlshkKhwIpXX8SwUaOgCo6BMjCiSS3JIyIiIiIiIqL6x0xAC2TbE6rgSg2X41lhLs6FTKGG3MvPVq4MiIBOSipfnidXQBkYCWVQ1LUZTbJqrzs0oT8CA/yQnZOHoOAgjHluAWQqj2r7EREREREREVHLxIRUC2HRl5bPgiq4UrONya0WmLW5tr7CbIIyJBae7W6xtZEUSmhiukCm9oLCPxSSTO7y9WVqTyiDoiEp1eXXkiuYjCIiIiIiIiJq5ZiQasYspUXle0LlX4GlrMjlfuUbk2eXz6IqzAIs9ntCmfOvQLTpBUl2ffZTxWblrpCUaqgCI6EMjrYt5ePeUERERERERERUgQmpZqZ8NtMVmAquwGooq1FfS2kRDJnnYCq8ClgdT76DTA6lfziUgZE1jktSKGu8lI+IiIiIiIiIWicmpJo4YTZBXEseWU16lJza63pfIexmJglhhSk/076RXAFlQDiUAZE1Xo4nyZXlfYOioPALtZtRRURERERERERUGSakmiCroQymgiyYCrNgLsqFMJvKK6rZm1wIAWtZUXnfgitQBcfYLbWTe/mX7+UkrFAEREAZGFk+m8mtJFQkFH5hTEIRERERERERUY0xIdUECGGFpbigPAFVcBUWndZWl7jrIPILCgEA+QWFSNx1EEMT+l/va7XArM2DueAKTIVZEEa9rc5UcMUuISVJEry6DoJM7VmjJXWSQlWehAqM5EwoIiIiIiIiIqo1JqQaidVkgLnwKkyFV2Euyr4+C+oGibsOYvbflttum80WvDD3dbzx9+cwqHsMzIVXYdbmOt8PCgCEgLBa7RJIco23S/HJVJprs6giuCcUEREREREREdUpJqQaiBAClpICmIuyYSq8CktJQaVtP9u0BRs2fW2bGXXzdf626F34e6kxfkg3jB/a7XqlJIPCN7g8kRQQBpnKo0YxyjTeUF5LQsm9A3gyHhERERERERHVCyak6pHVoCtPQBVlVzoLypnSUh2yc/IqrTebLcgtKkOp3ghJqYbCPwxK/zAo/EIgyZU1ilHuHXhtU/NwyD19a9SXiIiIiIiIiMgdTEjVIWExw1ycB3NRNsyFOXZ7QVXf11S+F1RRDhRF6Qj280RhiR5mi9WhrUKhQICfFwLadoHPLcNrNJNJksmh8AuFMiAcCv8wyFQal/sSEREREREREdUFJqTqSMmZ/bDCAFgdE0iVsZRpYSq4AnNRDiwl+YAoP0bv4UEd8PCgDthz/BIWrE2sKAZQvjH5ildfxNDB/Su5qiOZ2tN+FlUNTtUjIiIiIiIiIqprTEjVEXNxHuDlWWm9uJZVunE2kykvHYbMZCetJci9/XHPHzpBE9sVc5f+E2azBQqFwrVklCSDwifQloTiUjwiIiIiIiIiakqYkKonQghYDaWwaPNg1ubCrM2FV+fb7ZJDCr9QW0JKpvGCwjcECr/Q8lPtFOV7Qd0T3RlvfLAZ2Tl5CAzwqzQZJVN5XEtAhULhG2Lr31TMmD0bJVotvH2ZHCMiIiIiIiJq7ZiQqiNCCFj0pbBcSz6ZtbkQJr1dG3Nxnl1CSu4dAI+2vaHwC4FMXfnsKmckmRxy32Ao/UKh8Atp8rOgZs6e3dghEBEREREREVETwYRUHSk5vgOQV7F/lEwOYTbaFUkyOVShca7fiSRBHdkRCr8QKHyCIMlkbkZLRERERERERNR4mJCqI8KkB+Sq6wUyORQ+gZD7BEPhGwy5l3+NE0gyD2+75XcypRoesV3rMmwiIiIiIiIiogbHhFRdkeRQ+IZA7luLBJTGC4pr/RW+wZCpPMovzVPxiIiIiIiIiKgFYUKqjvjcci+8fLxr1Eem8YbCNwiKa7OoZGqPeoqOiIiIiIiIiKjpYEKqjrgyG0ru6QeFbxDkPkFQ+ARBptI0QGRERERERERERE0LE1L1RJIpIPcJgMI7sDwB5R1g2wuKiIiIiIiIiKg1Y0KqjsjUXlAFR0PuHVA++8nTB5LEU/CIiIiIiIiIiG7GhFQd8e05FJ6+vo0dBhERERERERFRk8cpPERERERERERE1KCYkCIiIiIiIiIiogbFhBQRERERERERETUo7iFVS0IIAIBWq623+7Beuw+rEPV6P0RERNS0VbwPqHj/QURERNRcMSFVS3l5eQCAmJiYer+v1MxM+Pn51fv9EBERUdNWXFzM9wRERETUrDEhVUuBgYEAgMuXL7eqN4ZarRYxMTFIS0uDbys6XbA1jrs1jhloneNujWMGWue4W+OYgZYxbiEEiouLERkZ2dihEBEREdUKE1K1JJOVb8Pl5+fXbN/c1oavry/H3Uq0xjEDrXPcrXHMQOscd2scM9D8x92avgAjIiKiloubmhMRERERERERUYNiQoqIiIiIiIiIiBoUE1K1pFarsXDhQqjV6sYOpUFx3K1n3K1xzEDrHHdrHDPQOsfdGscMtN5xExERETVFkuC5wURERERERERE1IA4Q4qIiIiIiIiIiBoUE1JERERERERERNSgmJAiIiIiIiIiIqIGxYQUERERERERERE1KCakALRp0waSJDn9efLJJx3aa7VazJ49G3FxcVCr1YiLi8Ps2bOh1WorvY+NGzfitttug5eXFwICAnDffffhyJEj9TmsKq1bt67SMVf83H333bb2ixYtqrSdRqOp9H4aa9wbNmzAE088gb59+0KtVkOSJKxbt67S9g3xnCYnJ2P8+PEICQmBh4cHevbsiffffx9Wq7U2Q7Vxdcwmkwlffvklpk6dii5dusDLyws+Pj7o378/PvzwQ1gsFoc+qampVf6ubN68uVHGXJNxAw33e9zUxl3da12SJKSlpdnaN8XnOyMjA2+//TbuvfdexMbGQqVSITw8HA899BAOHjzotE9LeF3XZNwt6bVd0+e7Jb22iYiIiFoLRWMH0FT4+fnhueeecyjv27ev3e3S0lIkJCTg2LFjGDZsGCZOnIikpCS89dZbSExMxN69e+Hl5WXX57XXXsMrr7yC2NhYPPnkkygpKcHmzZsxcOBAfP/99xgyZEg9jsy53r17Y+HChU7r/vvf/+LkyZMYPny4Q92UKVPQpk0buzKFwvmvUWOOe968ebh06RKCg4MRERGBS5cuVdq2IZ7TU6dO4Y477kBZWRnGjx+PqKgobNu2DX/+859x/PhxfPTRRw025vPnz2PcuHHw8fHBXXfdhdGjR6OoqAhff/01nnnmGWzfvh1btmyBJEkOfXv16oWxY8c6lHfv3t2hrCHGDNTsua5Qn7/HTXHclb3WU1JS8Pnnn6NLly6IiYlxqG9Kz/d7772H119/HfHx8Rg2bBhCQ0ORnJyMr776Cl999RU2bdqE8ePH29q3lNd1Tcbdkl7bNX2+K7SE1zYRERFRqyFIxMXFibi4OJfaLliwQAAQc+bMcVq+YMECu/Jz584JhUIhOnbsKAoLC23lJ06cEJ6eniI+Pl6YTKZaj6GuGAwGERQUJBQKhcjKyrKVL1y4UAAQiYmJLl2nscf9448/itTUVCGEEMuWLRMAxNq1a522bYjndPDgwQKA+Pbbb21lRqNR3H333QKA2LFjR22GK4Rwfczp6eniww8/FKWlpXblJSUlom/fvgKA+OKLL+zqLl68KACIKVOmuBxPQ4xZiJo91w3xe9wUx12ZWbNmCQBi5cqVduVN8fn+8ssvxe7dux3Kd+/eLZRKpQgMDBR6vd5W3lJe1zUZd0t6bdf0+W5Jr20iIiKi1oIJKeF6QspqtYrIyEjh7e0tSkpK7Op0Op0ICAgQUVFRwmq12srnzp0rAIj169c7XO/JJ58UAMT3339f6zHUlc2bNwsAYuzYsXblNX2z35TGXdWH9YZ4Ts+ePSsAiKFDhzq0P3DggAAgJk6cWIsROnI3QbFx40YBQDzzzDN25TX90NoYYxai7hNSzeG5FsK957vi91ulUons7Gy7uubyfFe49957BQBx+PBhIUTLfV3f7OZxV6W5v7Zv5GzcLfW1TURERNSScQ+pawwGA9avX4/XXnsN//jHP5CUlOTQJjk5GZmZmRg4cKDDUg+NRoPBgwcjIyMDKSkptvKdO3cCAO69916H61Usidu1a1cdjqR21qxZAwCYOXOm0/o9e/ZgxYoVWLlyJb799lsYDAan7ZrLuBviOa2q/W233QZ/f/8m8VgAgFKpBFD5EpfMzEz84x//wLJly7B+/Xqkp6c7bdfUx1xfv8dNfdw3+r//+z8UFBRg9OjRCAkJcdqmuTzfN//etpbXdXWv15q0bS7PNVD1WPjaJiIiImo+uIfUNVlZWZg6dapd2YgRI/DZZ58hODgYQPmHHADo0KGD02tUlCcnJ9v9v7e3N8LDw6ts3xRcunQJP//8M6KiojBixAinbRYsWGB3OyIiAuvXr8ewYcPsypvLuBviOa3qPiRJQvv27XHkyBGUlZXB09OzFqOpvU8++QSA8w9dAPDjjz/ixx9/tN1WKBR49tln8cYbb0Amu57fbupjrq/f46Y+7htVl3wGmsfzffnyZfz0008IDw9Hjx49qo3nxvLm/Lp2Nu6qtJTXdnXj5mubiIiIqPngDCkA06dPx86dO5GTkwOtVosDBw7gD3/4A7Zv347Ro0dDCAEAKCoqAlC+Abozvr6+du0q/r8m7RvT2rVrYbVaMW3aNMjlcru63r17Y/369UhNTYVOp0NycjL+/ve/o7CwEKNHj3aYUdZcxt0Qz6k799EYPvroI2zbtg133XUX7rvvPrs6T09PLFy4EMeOHYNWq0V2dja2bt2KDh06YNWqVXjllVfs2jfVMdf373FTHffNLl68iMTERMTGxjp8UAeaz/NtMpkwefJkGAwGrFixwvZ3q6W/risbd2Vaymu7qnHztU1ERETU/DAhhfJvVBMSEhAcHGw7Ivubb77BoEGDsH//fnz33XeNHWK9s1qtWLt2LSRJwvTp0x3qx44di8ceewxxcXHQaDRo37495s2bh3feeQd6vR5Lly5thKiprnz77beYNWsW4uLisGHDBof60NBQLFq0CL169YKPjw9CQkIwatQo7NixA0FBQVi1ahUKCgoaIfKa4e9xuU8++QRCCEybNs1u9kuF5vB8W61WTJ8+Hbt378bjjz+OyZMnN2o8DaWm424pr+3qxs3XNhEREVHzw4RUJWQyGaZNmwYA2LdvH4Dr34xW9g2oVqu1a1fx/zVp31h+/PFHXL58GXfddRfatm3rcr8pU6ZAoVDYHqMKzWXcDfGcunofFd+wN7Tvv/8eDz30EMLCwrBjxw5ERES43Dc8PBz33XcfjEYjDh8+bCtv6mO+WV39HjeHcVutVqxbtw4ymcxp8rkqTeX5FkLg8ccfx4YNGzBp0iT885//tKtvqa/r6sZ9s5by2q7puG/Uml7bRERERM0NE1JVqNg7qqysDED1ex8522OiQ4cOKCkpQVZWlkvtG4sr+8k4o1Kp4OPjY3uMKjSXcTfEc1rVfQghkJKSgsjISIfNlxvC9u3bMXbsWAQHByMxMRHt2rWr8TVufp0ATXvMztTV73FzGPf27duRnp6OYcOGITY2tsb9G/v5tlqtmDFjBj755BNMnDjRlly7UUt8Xbsy7hu1lNd2Tcd9s9b02iYiIiJqbpiQqsLBgwcBAG3atAFQ/oY0MjIS+/btQ2lpqV1bvV6P3bt3IzIyEu3bt7eVJyQkAAB++OEHh+t///33dm0aS15eHrZs2YLAwEA88MADNeqbnJyMgoIC22NUoTmMG2iY53TIkCGVtj906BAKCwsb5bGo+MAaEBCAxMREuzHWxKFDhwDA7negqY65MnX1e9wcxu1u8rlCYz7fVqsVM2fOxNq1a/HII4/gs88+c7p/Ukt7Xbs67got5bVd03E705pe20RERETNjmjlTp48KQoKChzK9+zZIzQajVCr1eLSpUu28gULFggAYs6cOXbtK8oXLFhgV3727FmhUChEx44dRWFhoa38xIkTwtPTU8THxwuTyVS3g6qht956SwAQzz77rNN6rVYrkpKSHMrz8/PFnXfeKQCI5cuX29U1pXEvW7ZMABBr1651Wt8Qz+ngwYMFAPHtt9/ayoxGo7jnnnsEALFjx45ajtJedWPetm2bUKvVIjw8XJw5c6ba6x08eFAYjUaH8pUrVwoAomvXrsJqtdrVNfSYhah63A31e9zUxn2j7OxsoVQqRXBwsDAYDJW2a4rPt8ViEVOnThUAxMMPP1zt34+W8rqu6bhbymu7JuNuya9tIiIiopZMEuLaEXKt1KJFi7BixQrcfffdaNOmDdRqNU6cOIEffvgBMpkM//znP+1mEpSWlmLQoEE4duwYhg0bhj59+iApKQnbtm1D7969sXfvXocp+6+++irmzZuH2NhYjBs3DqWlpdi0aRN0Oh2+//57DB06tKGHbadHjx44ceIEjh8/7vQY7dTUVLRt2xZ9+/ZFjx49EBoaioyMDGzbtg15eXkYNmwYvvnmG6hUKrt+jTnu1atXY+/evQCA33//Hb/99hsGDhxomykwduxYjB07FkDDPKenTp3CHXfcAZ1Oh/HjxyMyMhLbt2/H8ePHMXPmTHz88ccNNuYzZ86gd+/eMBgMmDBhAjp16uRwrTZt2mDq1Km220OGDMGZM2eQkJCAmJgY6HQ67N+/H0ePHkVAQAB++ukn3HrrrQ0+5pqMu6F+j5vauG+0cuVKvPjii5g9ezZWrlxZ6bWb4vO9aNEiLF68GN7e3vjLX/4ChULh0Gbs2LHo3bs3gJbzuq7JuFvSa7sm425pr20iIiKiVqOxM2KNbefOnWL8+PGiffv2wsfHRyiVShEdHS0mTJggDh486LRPYWGheP7550VMTIxQKpUiJiZGPP/883bfst5sw4YNom/fvsLDw0P4+fmJESNGiEOHDtXXsFx28OBBAUDcdtttlbYpKioSzzzzjOjTp48IDg4WCoVC+Pn5iUGDBol//vOfwmw2V9q3scY9ZcoUAaDSn4ULF9q1b4jn9OzZs2LcuHEiKChIqNVq0a1bN/Huu+8Ki8XSoGNOTEyssh0AkZCQYHftjz/+WIwYMUJER0cLjUYjNBqN6NSpk/jLX/4i0tLSGm3MNRl3Q/4eN6Vx36hLly4CgDh16lSV126Kz3d144WTGWKt4XV947hb0mu7JuNuaa9tIiIiotai1c+QIiIiIiIiIiKihsVNzYmIiIiIiIiIqEExIUVERERERERERA2KCSkiIiIiIiIiImpQTEgREREREREREVGDYkKKiIiIiIiIiIgaFBNSRERERERERETUoJiQIiIiIiIiIiKiBsWEFBERERERERERNSgmpIiIiIiIiIiIqEExIUVE1ExkZmZi0qRJiIqKgkwmgyRJVbZft24dJEnCunXrGiZAIiIiIiIiFykaOwAiaj5SU1PRtm3bKtsIIRoomtZn6tSp+Omnn/DHP/4R8fHx1SakiIiIiIiImiompIioxuLj4zFp0qTGDqNVMRqN+Pnnn3Hvvfdiw4YNLvV54IEHMGDAAERERNRzdERERERERDXDhBQR1Vj79u2xaNGixg6jVcnKyoLVakV4eLjLffz8/ODn51ePUREREREREbmHe0gRUZ1btGgRJEnCzp07sX79evTp0weenp4YMmSIrU1xcTEWLlyIbt26wcPDA/7+/hgxYgT27t3r9JonT57EyJEj4ePjAz8/P9x33304ceIEpk6dCkmSkJqa6vT+b1bVvkrHjx/HhAkTEBERAZVKhbi4OPz5z39GXl6eXbvU1FRIkoSpU6fiwoULGDduHAICAuDl5YV77rkHSUlJTh+Pyn5ufFycGTJkCOLi4gAA69evt/WrLilY2Vgr7jMnJwfTp09HaGgoPDw8MGDAAKePWWUqHvsLFy7grbfeQrdu3aBWqzF16lS7ce/cuRMff/wxunXrBo1Gg9jYWMydOxd6vd7uejc+rqdPn8bIkSPh7++PgIAATJw4Ebm5uQCAgwcPYtiwYfD19UVAQAAef/xxlJaWuhw3ERERERE1Ps6QIqJ688YbbyAxMRGjR4/GsGHDoFCU/8nJz8/H4MGDcfLkSdx5550YPnw4ioqKsGXLFgwdOhT/+c9/MHbsWNt1Tpw4gYEDB6KkpAQPPvggOnTogEOHDmHgwIHo1atXncS6detWjB8/HnK5HKNHj0ZMTAxOnTqF999/H99//z0OHjyIgIAAuz6pqano378/unbtiunTp+P8+fO2MZw+fRphYWEAUGnC6fDhw/juu+/g6elZZWxTp05F79698c4776BXr162x6a6RFZVCgsLMXDgQPj6+uLRRx9FdnY2/v3vf2P48OH49ddf0b17d5ev9ec//xkHDhzA/fffj5EjR9rGXWHlypXYuXMnHnnkEYwcORLfffcdli9fjqNHj2Lbtm0Oe2FdvHgRd9xxB/r27YuZM2fiyJEj2Lx5M9LS0vD6669j2LBhGDZsGP70pz9h586dWL16NQDg448/dvvxICIiIiKiBiaIiFx08eJFAUDEx8eLhQsXOvzs379fCCHEwoULBQDh5eUljh8/7nCdP/7xjwKA+OSTT+zKs7KyRExMjAgJCRE6nc5WnpCQIACIDRs22LWfO3euACAAiIsXL9rKK+4/MTHR4b7Xrl0rAIi1a9faynJzc4Wvr6+Ijo4Wly5dsmu/ceNGAUDMmjXL4XEAIJYvX27Xft68eQKAWLZsmfMH8YZrhISEiICAAHH27Nkq2954n1OmTKm2bQVnYxVC2GJ/+umnhcVisZWvXr1aABBPPPGES9efMmWKAOD0cRPi+vOg0WjEiRMnbOUmk0kMGzZMABCffvqpwxgBiLfffttWbrVaxX333ScACH9/f/HVV1/Z6oxGo+jZs6dQKpUiKyvLpbiJiIiIiKjxcckeEdXY+fPnsXjxYoefAwcO2LX705/+hB49etiV5ebm4t///jfuvvtuTJs2za4uLCwML730EnJycvDTTz8BAC5fvoxdu3ahZ8+eePTRR+3av/zyy/D396/1eD799FNotVosW7YMsbGxdnUTJ07Erbfeis2bNzv0a9u2LV566SW7shkzZgAon/1UGa1Wi5EjR6KgoAD/+c9/0LFjx1qPoaa8vLzw+uuvQya7/s/AlClToFAoqozdmZdeesnhcbvR5MmT0a1bN9tthUKB1157DUD5EsSbtWvXDn/+859ttyVJwoQJEwAAt9xyC8aMGWOrUyqVGDduHEwmE06fPl2juImIiIiIqPFwyR4R1djw4cOxffv2atvddtttDmWHDx+GxWKBXq93ugdScnIyAODMmTMYOXKkbT+mQYMGObT19vZG7969a7TvkTMVibQDBw4gJSXFoV6v1yM3Nxe5ubkIDg62lffq1csuoQMA0dHRAMqXxDljsVgwceJEnDx5Ev/4xz9w99131yp2d3Xo0AHe3t52ZQqFAmFhYZXGXhlnz/ON7rzzToeyvn37wsPDA8eOHXOoc/a4VpwU2Lt3b4f2FXUZGRkuRkxERERERI2NCSkiqjc37yUElO8fBQD79u3Dvn37Ku1bsUl1UVERACA0NNTl+6ipipg++OCDKtuVlpbaJaScnWBXsU+WxWJxeo0XXngB3333HZ599lk8+eST7oZca5WdvqdQKCqNvTLVPQeVPXehoaFOk0i+vr5O46quzmQyVRsrERERERE1DUxIEVG9uXmzauB6QuGFF17Am2++We01KhIn2dnZTuuvXr3qUFYxu8ZsNjvUVSS4nMX0+++/12gz75r617/+hXfeeQfDhw/HqlWr6u1+Gpqz5/lGlT132dnZlSbGiIiIiIioZeMeUkTUoPr16wdJkrB//36X2lecord3716HupKSEqdLvipOw3M2++bo0aMOZf379wcAl2Nyx44dOzBr1ix07doV//73vyGXy+vtvpqaPXv2OJQdOXIEOp3O6RI8IiIiIiJq+ZiQIqIGFR4ejvHjx+OXX37BG2+8ASGEQ5uDBw+irKwMABAbG4vBgwfj+PHj+Pzzz+3avfbaa073O+rbty+A8s3KrVarrXz//v0O1wCAadOmwcfHB6+88gpOnjzpUF9WVuawYXtNnDt3DuPGjYOfnx++/vrrVjcr6LPPPrN7XM1mM15++WUA5RupExERERFR68Mle0TU4D788EOcPXsWc+bMwWeffYbbb78dfn5+SEtLw6+//ork5GRcuXIFnp6eAMr3dho4cCAee+wxfPXVV+jQoQMOHz6MQ4cO4c4773SYgTNgwADcfvvt2LFjB26//XYMHjwYly5dwtatWzFq1Cj873//s2sfEhKCTZs24eGHH0avXr0wYsQIdO7cGXq9HpcuXcKuXbtwxx13uLSRuzPPPfccCgoK8Ic//AGffvqpQ32bNm0wdepUt67dHNxzzz0YMGAAJkyYgMDAQHz33Xc4ceIEhg8fjkmTJjV2eERERERE1AiYkCKiBhcYGIhffvkF77//Pv7973/j888/h9VqRXh4OHr16oX58+fbbR7evXt37Nu3D3/961+xfft2fP/99xg0aBD27duHN9980yEhJUkStm7ditmzZ+Pbb7/F77//jl69emHr1q3IzMx0SEgBwP3334+jR4/ijTfewE8//YQff/wRXl5eiI6OxrRp02qVOKmY7bVt2zZs27bNoT4hIaFFJ6ReeOEFjBo1Cu+88w7Onz+PkJAQ/O1vf8OCBQuq3X+KiIiIiIhaJkk4Wy9DRNRMTJ06FevXr8fFixfRpk2bxg6HbrBo0SIsXrwYiYmJGDJkSGOHQ0RERERETQj3kCIiIiIiIiIiogbFhBQRERERERERETUoJqSIiIiIiIiIiKhBcQ8pIiIiIiIiIiJqUJwhRUREREREREREDYoJKSIiIiIiIiIialBMSBERERERERERUYNiQoqIiIiIiIiIiBoUE1JERERERERERNSgmJAiIiIiIiIiIqIGxYQUERERERERERE1KCakiIiIiIiIiIioQf0/i9SS2EHK3xUAAAAASUVORK5CYII=",
+      "text/plain": [
+       "<Figure size 1200x500 with 2 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "image/png": 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",
       "text/plain": [
        "<Figure size 1200x500 with 2 Axes>"
       ]
@@ -616,20 +678,41 @@
     "f = df22['Umdrehungen']\n",
     "uf = df22['uncert_f']\n",
     "p_22 = df22['Druck']\n",
+    "print(p_22)\n",
+    "p_22 = p_22 - 5\n",
+    "print(p_22)\n",
     "up_22 = df22['uncert_p']\n",
     "up_luft = uarr(1.225,0.02)\n",
     "\n",
+    "v_22 = (2*p_22/nomv(up_luft))**(1/2)\n",
+    "print(v_22)\n",
+    "dv = up_22/(up_luft * v_22)\n",
+    "\n",
     "fig,ax = plt.subplots(1, 1, figsize=(6, 4))\n",
     "line = ax.scatter(f,p_22,marker='x')\n",
     "plt.show()\n",
     "\n",
+    "plt.scatter(f, v_22)\n",
+    "plt.xlabel('Umdrehungen/min')\n",
+    "plt.ylabel('Geschwindigkeit in m/s')\n",
+    "plt.title(\"Stromgeschwindigkeit gegen Föhndrehzahl\")\n",
+    "plt.show()\n",
+    "\n",
     "def vmod(f, pluft=nomv(up_luft), m=0.004, b=0.006):\n",
     "    return pluft/2*(f*m+b)**2\n",
     "\n",
+    "def lin(x, a=0.1):\n",
+    "    return a*x\n",
+    "\n",
     "\n",
     "xy_data = kafe2.XYContainer(x_data=f, y_data=p_22)\n",
     "xy_data.add_error(axis='x',err_val=uf)\n",
     "xy_data.add_error(axis=\"y\",err_val= up_22)\n",
+    "\n",
+    "fvdata = XYContainer(x_data=f, y_data=v_22)\n",
+    "fvdata.axis_labels = [\"f in U/min\", \"v in m/s\"]\n",
+    "fvdata.label = \"Velocity Data\"\n",
+    "\n",
     "linfit = kafe2.Fit(data=xy_data, model_function=vmod)\n",
     "linfit.add_parameter_constraint(name='pluft', value=nomv(up_luft), uncertainty=stdv(up_luft))\n",
     "linfit.do_fit()\n",
@@ -638,7 +721,36 @@
     "p.x_label = 'Frequenz f in rpm'\n",
     "p.y_label = 'dynamischer Druck in Pa'\n",
     "p.plot()\n",
-    "p.show()\n"
+    "p.show()\n",
+    "\n",
+    "vfit = Fit(data=fvdata, model_function=lin)\n",
+    "vfit.add_error(axis=\"x\", err_val=uf)\n",
+    "vfit.add_error(axis=\"y\", err_val=nomv(dv))\n",
+    "vfit.do_fit()\n",
+    "plot = Plot(vfit)\n",
+    "plot.xlabel = 'Frequenz f in rpm'\n",
+    "plot.ylabel = 'Geschwindigkeit in m/s'\n",
+    "plot.plot()\n",
+    "plot.show()"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 262,
+   "id": "0d231e0a",
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "0.00513+/-0.00007\n"
+     ]
+    }
+   ],
+   "source": [
+    "ftov = ufloat(vfit.parameter_values[0], vfit.parameter_errors[0])\n",
+    "print(ftov)"
    ]
   },
   {
@@ -717,7 +829,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 101,
+   "execution_count": 263,
    "id": "87966da7",
    "metadata": {},
    "outputs": [
@@ -831,13 +943,32 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 102,
+   "execution_count": 264,
    "id": "e976c8f1",
    "metadata": {},
    "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "0.003+/-0.004\n",
+      "         f      p\n",
+      "0    605.0  0.020\n",
+      "1    802.0  0.025\n",
+      "2   1000.0  0.045\n",
+      "3   1220.0  0.060\n",
+      "4   1400.0  0.090\n",
+      "5   1600.0  0.120\n",
+      "6   1810.0  0.140\n",
+      "7   2000.0  0.170\n",
+      "8   2200.0  0.210\n",
+      "9   2410.0  0.260\n",
+      "10  2600.0  0.305\n"
+     ]
+    },
     {
      "data": {
-      "image/png": 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",
+      "image/png": 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",
       "text/plain": [
        "<Figure size 640x480 with 1 Axes>"
       ]
@@ -847,7 +978,7 @@
     },
     {
      "data": {
-      "image/png": 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",
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",
       "text/plain": [
        "<Figure size 1200x500 with 2 Axes>"
       ]
@@ -857,12 +988,16 @@
     }
    ],
    "source": [
-    "ur32 = uarr(0.29,0.02) #mittlere Schreibe gewählt\n",
+    "offset32 = 0.01\n",
+    "\n",
+    "ur32 = uarr(0.029,0.02) #mittlere Schreibe gewählt\n",
     "uA32 = np.pi*ur32**2\n",
+    "print(uA32)\n",
     "df32 = pd.read_csv('Aufgabe 3/3.2.csv')\n",
+    "print(df32)\n",
     "\n",
     "f32 = df32['f']\n",
-    "p32 = df32['p']\n",
+    "p32 = df32['p'] - offset32\n",
     "\n",
     "plt.scatter(f32,p32,marker='x')\n",
     "plt.show()\n",
@@ -887,6 +1022,66 @@
     "p.show()"
    ]
   },
+  {
+   "cell_type": "code",
+   "execution_count": 265,
+   "id": "3d103ae7",
+   "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 1200x500 with 2 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "offset_fw3_2 = 0.01\n",
+    "r1 = 0.029\n",
+    "\n",
+    "fw32 = p32 - offset_fw3_2\n",
+    "\n",
+    "v32 = nomv(ftov*f32)\n",
+    "\n",
+    "dvs = stdv((ftov*f32))\n",
+    "\n",
+    "plt.scatter(v32, fw32)\n",
+    "plt.xlabel(\"v in m/s\")\n",
+    "plt.ylabel(\"fw in N\")\n",
+    "plt.title(\"Widerstandskraft gegen Strömungsgeschwindigkeit\")\n",
+    "plt.show()\n",
+    "\n",
+    "A1 = math.pi * r1**2\n",
+    "def vfmodel(v, cw = 1):\n",
+    "    return cw/2*nomv(up_luft)*A1*v**2\n",
+    "\n",
+    "Fwvdata = XYContainer(x_data=v32, y_data=fw32)\n",
+    "Fwvdata.axis_labels = [\"v in m/s\", \"fw in N\"]\n",
+    "Fwvdata.label = \"Velocity Force Data\"\n",
+    "    \n",
+    "Fwvfit = Fit(data=Fwvdata, model_function=vfmodel)\n",
+    "Fwvfit.add_error(axis=\"x\", err_val=dvs)\n",
+    "Fwvfit.add_error(axis=\"y\", err_val=dfw)\n",
+    "Fwvfit.do_fit()\n",
+    "plot = Plot(Fwvfit)\n",
+    "plot.plot()\n",
+    "plot.show()"
+   ]
+  },
   {
    "cell_type": "markdown",
    "id": "d2f10141-828a-4fbe-83f0-0d0ea90f8fe0",
@@ -943,7 +1138,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 103,
+   "execution_count": 266,
    "id": "df595b82",
    "metadata": {},
    "outputs": [],
@@ -1016,7 +1211,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 104,
+   "execution_count": 267,
    "id": "88043ad4",
    "metadata": {},
    "outputs": [
@@ -1049,7 +1244,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 121,
+   "execution_count": 268,
    "id": "101f59a6",
    "metadata": {},
    "outputs": [
@@ -1093,7 +1288,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 122,
+   "execution_count": 269,
    "id": "39018c4d",
    "metadata": {},
    "outputs": [
@@ -1134,7 +1329,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 123,
+   "execution_count": 270,
    "id": "0b69f649",
    "metadata": {},
    "outputs": [
@@ -1172,7 +1367,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 124,
+   "execution_count": 271,
    "id": "4cad23f7",
    "metadata": {},
    "outputs": [
@@ -1229,7 +1424,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 126,
+   "execution_count": 272,
    "id": "b0b222c0",
    "metadata": {},
    "outputs": [
@@ -1297,7 +1492,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 127,
+   "execution_count": 273,
    "id": "49025394",
    "metadata": {},
    "outputs": [
@@ -1352,7 +1547,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 128,
+   "execution_count": 274,
    "id": "9aebbc00",
    "metadata": {},
    "outputs": [],
@@ -1377,7 +1572,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 129,
+   "execution_count": 275,
    "id": "b7f446b7",
    "metadata": {},
    "outputs": [
diff --git a/Aeromechanik/Aufgabe 3/3.2.csv b/Aeromechanik/Aufgabe 3/3.2.csv
index 8fd14dd..0c797b9 100644
--- a/Aeromechanik/Aufgabe 3/3.2.csv	
+++ b/Aeromechanik/Aufgabe 3/3.2.csv	
@@ -1,12 +1,12 @@
 f,p
 605.0,0.02
-805.0,0.025
+802.0,0.025
 1000.0,0.045
-1200.0,0.06
+1220.0,0.06
 1400.0,0.09
 1600.0,0.12
 1810.0,0.14
 2000.0,0.17
 2200.0,0.21
-2400.0,0.26
+2410.0,0.26
 2600.0,0.305
-- 
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