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@Nanguage
Last active November 10, 2023 23:31
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Code for analysis MiP-Seq plus Ca image and Ramen image
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{
"cells": [
{
"cell_type": "code",
"execution_count": 1,
"id": "71b77338-49f6-481b-bfb2-c78dfa924825",
"metadata": {},
"outputs": [],
"source": [
"from skimage.io import imread\n",
"import numpy as np\n",
"import matplotlib.pyplot as plt\n",
"import pandas as pd\n",
"import seaborn as sns\n",
"from scipy import stats, signal"
]
},
{
"cell_type": "code",
"execution_count": 2,
"id": "bae3d1aa-2aa5-4fac-8777-908c4195ffe3",
"metadata": {},
"outputs": [],
"source": [
"mask = imread(\"./label.tiff\")"
]
},
{
"cell_type": "code",
"execution_count": 3,
"id": "085db099-6a8e-41d2-9700-0ba4659b9a04",
"metadata": {},
"outputs": [],
"source": [
"roi_ids = np.unique(mask[mask != 0])"
]
},
{
"cell_type": "code",
"execution_count": 4,
"id": "1662876b-10d0-4878-913a-2d2403a8af7f",
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"(array([12, 12, 12, ..., 15, 15, 15], dtype=int64),\n",
" array([35, 35, 35, ..., 53, 53, 53], dtype=int64),\n",
" array([296, 297, 298, ..., 297, 298, 299], dtype=int64))"
]
},
"execution_count": 4,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"np.where(mask==3)"
]
},
{
"cell_type": "code",
"execution_count": 5,
"id": "3246edb5-7692-42b0-8cd3-ae921d940b0b",
"metadata": {},
"outputs": [],
"source": [
"def get_z_file_name(z):\n",
" return f'./original/panel_{z+1}_ch1_CH03_IS1_SITE1_SLOW_XYTZ.tif'"
]
},
{
"cell_type": "code",
"execution_count": 6,
"id": "ca202061-23a7-4c92-b750-c892f45df6a1",
"metadata": {},
"outputs": [],
"source": [
"def load_series_single_z(z, idx_y, idx_x):\n",
" fname = get_z_file_name(z)\n",
" img = imread(fname)\n",
" vals = img[:, idx_y, idx_x]\n",
" return vals.mean(axis=1)"
]
},
{
"cell_type": "code",
"execution_count": null,
"id": "cdcad2ed-8797-4ac8-aed4-f0bfbf99827f",
"metadata": {},
"outputs": [],
"source": [
"series = {}\n",
"for rid in roi_ids:\n",
" print(\"Region id:\", rid)\n",
" series[rid] = []\n",
" idx_z, idx_y, idx_x = np.where(mask==rid)\n",
" for z in np.unique(idx_z):\n",
" print(\"z:\", z)\n",
" ser_z = load_series_single_z(z, idx_y, idx_x)\n",
" series[rid].append(ser_z)"
]
},
{
"cell_type": "code",
"execution_count": 8,
"id": "ca1c489b-1ab8-454b-b3d6-5dfc64b591ea",
"metadata": {},
"outputs": [],
"source": [
"from pathlib import Path"
]
},
{
"cell_type": "code",
"execution_count": null,
"id": "4656d6c3-e187-4424-b08b-037accf4579e",
"metadata": {},
"outputs": [],
"source": [
"for id in series.keys():\n",
" for s_id, ser in enumerate(series[id]):\n",
" p = Path(f'./series/{id}')\n",
" p.mkdir(exist_ok=True, parents=True)\n",
" fname = p / f\"{s_id}.txt\"\n",
" with open(fname, 'w') as f:\n",
" for s in ser:\n",
" f.write(str(s) + \"\\n\")"
]
},
{
"cell_type": "code",
"execution_count": 9,
"id": "431b10cd-ecee-4ad2-ba42-ffcdaa7c75a2",
"metadata": {},
"outputs": [],
"source": [
"series = {}\n",
"p = Path(\"./series\")\n",
"for id_dir in p.iterdir():\n",
" lis = series[int(id_dir.name)] = []\n",
" for txt in id_dir.iterdir():\n",
" ser = []\n",
" with open(txt) as f:\n",
" for line in f:\n",
" ser.append(float(line.strip()))\n",
" ser = np.array(ser)\n",
" lis.append(ser)"
]
},
{
"cell_type": "code",
"execution_count": 10,
"id": "b2cc9d5e-ac69-44dd-8c5e-aa36e41173ad",
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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0aRMef/xx3HXXXdizZw/Wr1+PBx98ENu3b4/H33rrrRgeHsZXvvIVDAwM4F3veheefPLJmmBkgiAIgpgKTnE3S5oZ18lZzFCdnMZ4vxtH8tLl8f8JgiCWGsdHc8j5Et0JK7qdx/ujOjnFx6lOzsJk1uvkEARBEMRi5/LzeuO/O3bHv4QhkUMQBEF0LPVaEBXpXD/H0oFEDtEQKghIEEQnYVFhnCUHiRyiIWLcm+9TIAiCmDPOW5asuE2aZ/FDIodoDFU9Jgiig7h4dc98nwLRZkjkEA3RJHIIgiCIRQyJHKIxikQOQRCdAQUZL01I5BAN0ZICjwmC6Awo/mZpQiKHaAi5qwiCIIjFDIkcojEkcgiCIIhFDIkcgiAIouOhmJylCYkcgiAIoqOxOIOgRIslCYkcgiAIoqOxOIMiU86ShEQOMTV04RMEscSxOIOcwpKT9cUcng3RTkjkEI1hpHEIglj6WIzBsRrnkA+kC3N4NkQ7sef7BIiFixYKIJFDEMQSx+IMCdtq+HggaCJcrJAlh6iLVhpy3KeqxwRBLHmMyKldDouW7IAKoy5ayJJD1KCFgrOuCyofQpO/iiCIJU5v0kFv0mn4eCBI5CxWyJJD1KAKAjxlg3EGRrXOCYLocEjkLF5I5BA1aKnBLA5wBpDGIQiiw5Fk0V60kMghalEa4AyMM+paRxBEx8IYcHQkR277RQyJHKIWrY3AIUsOQRAdTo5q5CxqKPCYaAwnhUMQROcilMZoLpjv0yBmAFlyiIYwBrApCmQRBEEsZqbzQuV8gTMTBUrAWMSQyCEawxjsFcn5PguCIIh5oRBIhFQjZ1FDIocgCILoSKYz0PhCQSkNiyw5ixYSOQRBEARRBw1AaoDTSrlooa+OmBaVD+f7FAiCINrOdDE5DIBUCjapnEULfXPEtIgJf75PgSAIYs5JOhaE0rAo03TRQiKHaEy0zdGenOcTIQiCaD/Thdp0uRaU0rBJ5CxaSOQQjYlmAE19WwiC6EBW9rhgjJElZxFDIocgCIIg6nBefwo2J5GzmCGRQ0yLnKSKnwRBdCa2xcldtYhpSeQ88MAD2LJlC/r6+tDX14dt27bhiSeeqBmntcYHP/hBMMbw05/+tOKxEydO4JZbbkFXVxfWrFmDv/zLv4QQlb1B9u/fj6uvvhqJRAKbN2/GD37wg5rXuP/++3HRRRchmUzimmuuwa9//etW3grRAmK0MN+nQBAEMS/0JW1wEjmLlpZEzvr163Hvvffi4MGDeP7553Hddddhx44dOHz4cMW4++67r24ZbCklbrnlFgRBgGeffRb/9E//hB/84Af4yle+Eo85evQobrnlFlx77bU4dOgQvvCFL+BTn/oU9u7dG4955JFHsGvXLtx99934zW9+g6uuugrbt2/H0NBQq++faAIdUEwOQRCdydtWd1MxwMWMniHLly/XDz74YHz7hRde0BdccIE+e/asBqAfe+yx+LGf/exnmnOuBwYG4vseeOAB3dfXp33f11pr/cUvflFfeeWVFa9x66236u3bt8e33/Oe9+jPfe5z8W0ppT7//PP1Pffc09K5p9NpDUCn0+mWnrfUCUfyWmutC0dGdTiS1+mnjs/zGREEQbSfYyPZace8fHpCHx2efhwxtzS7fp9zTI6UEj/60Y+Qy+Wwbds2AEA+n8fHPvYx3H///Vi3bl3Ncw4cOIB3vvOdWLt2bXzf9u3bkclkYmvQgQMHcMMNN1Q8b/v27Thw4AAAIAgCHDx4sGIM5xw33HBDPKYRvu8jk8lU/COmINq9OOf3zPOJEARBzA/9KWe+T4GYAS2LnJdeegk9PT1IJBK488478dhjj+GKK64AANx1111473vfix07dtR97sDAQIXAARDfHhgYmHJMJpNBoVDAyMgIpJR1xxSP0Yh77rkH/f398b8NGzY0/8Y7GGYxaDVNaVCCIIglyPrlXdPW0yEWLnarT7jssstw6NAhpNNpPProo9i5cyeeeeYZvPHGG3j66afxwgsvzMZ5toXdu3dj165d8e1MJkNCpxkYiwoD0pVOEARBLB5aFjmu62Lz5s0AgK1bt+K5557Dnj17kEql8Oabb2LZsmUV4//oj/4I73vf+7B//36sW7euJgtqcHAQAGL31rp16+L7ysf09fUhlUrBsixYllV3TD0XWTmJRAKJRKLVt0wwAAqANd8nQhAEQRDNM+M6OUop+L6PL33pS3jxxRdx6NCh+B8AfOtb38JDDz0EANi2bRteeumliiyoffv2oa+vL3Z5bdu2DU899VTFa+zbty+O+3FdF1u3bq0Yo5TCU089FY8h2oTWgAaYzaGn62RHEASxyKBpbenTkiVn9+7d+OAHP4iNGzdicnISDz/8MPbv34+9e/di3bp1dS0pGzduxKZNmwAAN910E6644gr8h//wH/D3f//3GBgYwJe//GV87nOfiy0sd955J7797W/ji1/8Ij75yU/i6aefxo9//GM8/vjj8TF37dqFnTt34t3vfjfe85734L777kMul8Ptt98+k8+CqIYxgJmYHFBMDkEQHQqJocVLSyJnaGgIn/jEJ3D27Fn09/djy5Yt2Lt3L2688camnm9ZFv7X//pf+OxnP4tt27ahu7sbO3fuxN/+7d/GYzZt2oTHH38cd911F/bs2YP169fjwQcfxPbt2+Mxt956K4aHh/GVr3wFAwMDeNe73oUnn3yyJhiZmCEMAGdgNieRQxDEkoMCipc+THewHyKTyaC/vx/pdBp9fX3zfToLBjFagL0yBe/NCdgrU4BQYCkbVjelUhIEsXQ4PprDhSu7px13bCSHi1ZNP46YO5pdv6l3FdEQZjEwDoAsOQRBLEE6d4vfObScXUV0AMULnzEw1wJTGjqk1g4EQRDE4oIsOR2O0o3FC+MMPGmDuRZlVxEEseSgmJylD4mcDudE5kTtncULv9h5lzFTJ4cgCIIgFhEkcjqcUIUNH2NWJHI4KCaHIIglR7MGarL4LF5I5HQ4U4mcoiWH0RVOEARBLEJI5HQ4U4oc0jYEQSxhaP+29CGR0+EIJRoGFdvLknN8NgRBEATRPkjkdDhKq4YZVsyhnwdBEEuXZmNyKLl08UKrGAGp5bRjwpHCHJwJQRAEQbQPEjkdjsUsCCWmHaeyU8TuEARBLEIoJmfpQyKnw7G41ZQlR4fTjyEIgiCIhQSJnA7HZjakml7AMIt+KgRBLC3OJdYmH0xv+SYWDrRydTgWtyB01UVb58LnXdTmjCAI4syEN9+nQLQAiZwOp64lp46f2l6dgirQDoYgiM4mlNTjZjFBIqfDqWvJqQOzOeRkMAdnRBAEMTecS+AxiZzFBYmcDoczDqWau2i1oIubIIjOo1wMkchZXJDI6XBYlW+qUfVjaBI5BEEsLVoJPC4Exq0fCKoMuJggkdPhVIscaDS24dLFTRBEh/LWSBYAWXIWGyRyOhxdnUqldf1fBSNLDkEQS4dQKgRNChYvVPCiWmG01VtckMghKmlkyaErmyCIJUQ+kBjJ+k2NzXghUg6V0ViMkMjpcBhYpTVHayp1ThDEkkcpjZzfXCV3zoDuhDXLZ0TMBiRyOhwNXRGXoxXqW3JI+BAEsYRQWsMXzYmcNb3JWT4bYrYgkUNUojUJGoIgljxKAzZvbgncsKLLPEdpcJofFxUkcogqdxUaxuQojyoeEwSxNFBaoy/ZWpyNULppYUQsDOjb6nBqU8jrx+RoAGK0MCfnRBAEMdsordGbdFp6jlAKtkWmnMUEiZwOpyYmRwN17bFSQQcKMkutHQiCWPwoDbxtdXdLzxFKwyJ/1aKCRA5RSYOYHC00wBlUnlxWBEEsfpTSSDqtZUwJqeGQu2pRQd9Wh9NsxWMtFbhrUUFAgiCWBEq3HkQslCJLziKDRA5RSaM6OVLD6nMBSVUBCYJYGrAWi4JJpeFQTM6igkROh1Pd1kFPYclxzu+Gpr4tBEF0KEJSTM5ig0QOUSl0VIM6OVKDWRyaLDkEQXQoSpPIWWxQM44Op6Uu5AzkriIIgiAWDS1Zch544AFs2bIFfX196Ovrw7Zt2/DEE0/Ej3/mM5/BxRdfjFQqhdWrV2PHjh04cuRIxTGee+45XH/99Vi2bBmWL1+O7du347e//W3FmBdffBHve9/7kEwmsWHDBvz93/99zbn85Cc/wdvf/nYkk0m8853vxM9+9rNW3grRiEYVj6mhFUEQBLHIaEnkrF+/Hvfeey8OHjyI559/Htdddx127NiBw4cPAwC2bt2Khx56CK+++ir27t0LrTVuuukmSGn6g2SzWfzhH/4hNm7ciF/96lf4v//3/6K3txfbt29HGIYAgEwmg5tuugkXXnghDh48iK9//ev46le/iu9973vxeTz77LO47bbbcMcdd+CFF17Ahz/8YXz4wx/Gyy+/3K7PpaOpF4zHbPJsEgTR2aQL4XyfAtEqeoYsX75cP/jgg3Uf++1vf6sB6DfeeENrrfVzzz2nAegTJ07EY1588UUNQL/++utaa62/853v6OXLl2vf9+Mxf/VXf6Uvu+yy+PZHP/pRfcstt1S81jXXXKM/85nPtHTu6XRaA9DpdLql5y0lTqRP6BPp0vcRjuTrjvNPZHQ4kteF18bm6tQIgiBmjWMj2ZbHP/7imZafR8wOza7f57w9l1LiRz/6EXK5HLZt21bzeC6Xw0MPPYRNmzZhw4YNAIDLLrsMK1euxPe//30EQYBCoYDvf//7uPzyy3HRRRcBAA4cOID3v//9cF03Ptb27dvx2muvYXx8PB5zww03VLze9u3bceDAgSnP2fd9ZDKZin9EczCHLDkEQXQ2kx5ZchYbLa9cL730Enp6epBIJHDnnXfisccewxVXXBE//p3vfAc9PT3o6enBE088gX379sWCpbe3F/v378cPf/hDpFIp9PT04Mknn8QTTzwB2zYx0AMDA1i7dm3FaxZvDwwMTDmm+Hgj7rnnHvT398f/iuKrk6lOIW8E726txwtBEMRSw6diqIuOlkXOZZddhkOHDuFXv/oVPvvZz2Lnzp145ZVX4sc//vGP44UXXsAzzzyDSy+9FB/96EfheR4AoFAo4I477sDv//7v45e//CX+3//7f3jHO96BW265BYXC7Dd/3L17N9LpdPzv5MmTs/6aSwWr151+EEEQxBKGMWZqiRGLhpZTyF3XxebNmwGYQOPnnnsOe/bswT/8wz8AQGwlueSSS/B7v/d7WL58OR577DHcdtttePjhh3Hs2DEcOHAAPOr/8fDDD2P58uX4n//zf+JP/uRPsG7dOgwODla8ZvH2unXr4v/XG1N8vBGJRAKJRKLVt7xkEEogF+bQn+iP76tJIScIgiCIJcKMAy2UUvB9v+5jWmtorePH8/k8OOcV2TvF20oZM+C2bdvw85//PM62AoB9+/bhsssuw/Lly+MxTz31VMVr7du3r25sEFGiKHIIgiCI1ulN2FRNY5HRksjZvXs3fv7zn+PYsWN46aWXsHv3buzfvx8f//jH8dZbb+Gee+7BwYMHceLECTz77LP4yEc+glQqhZtvvhkAcOONN2J8fByf+9zn8Oqrr+Lw4cO4/fbbYds2rr32WgDAxz72MbiuizvuuAOHDx/GI488gj179mDXrl3xefz5n/85nnzySXzjG9/AkSNH8NWvfhXPP/88Pv/5z7fxo1l6KK2g9Pz5lMOzZ+fttQmCIGbKef1JclctMloSOUNDQ/jEJz6Byy67DNdffz2ee+457N27FzfeeCOSySR+8Ytf4Oabb8bmzZtx6623ore3F88++yzWrFkDAHj729+Of/3Xf8WLL76Ibdu24X3vex/OnDmDJ598Eueddx4A4+76t3/7Nxw9ehRbt27FX/zFX+ArX/kKPv3pT8fn8d73vhcPP/wwvve97+Gqq67Co48+ip/+9Kd4xzve0caPZumhtIIuu0Klkq0dQKN+ocAmkVF2HEEQxGJkbV9yvk+BaBGmdefq0kwmg/7+fqTTafT19c336cw6aT+NtJ/Gxr6NAIA3xt9AwjIxShv6TKaZGC3AXpmq+3wxUoAY85C8dPk5vX7+N79B19VXn9NzCYIg2snx0RwuXNnd0nitTfH3Vp5HzA7Nrt9U/KSD0FrH7iqtNSb8iTl9fTUHGXQEQRCzBWMgd9Uig0ROByG1hIIROXmRx+sTr8/tCahSPJAYHZ3b1yYIgiA6DhI5HYSGjmNy8mEegQxafP5MT6AsHmhiYqZHIwiCIIgpIZHTQZRnV3nCg8OdpiseA1Ej8pmkT5blXmrRYtAzQRAEQbQIiZwOQmkFzsxXrqHrdhufEsYA3p4iEVpQDxiCIAhidiGR00GUi5wiLVU8ZlHgXTv6twgx82MQBEEQxBSQyOkgpJawmBXfdrnbkruqaMkRo61nSSnfR3j6dHxbS3JXEQSxeKCsqsUJiZxOQpcsNwwMy5LLorubu3pNTA6DDlq35OgggHPB+tLtkCw5BEEsHqidw+KERE4Hs3mZabTatMuKMTDOoPxzsMIoBauvN75JMTkEQSxWMh7NX4sFEjkdRrnVpq64mcqoU8yuUq3bbbVSQNR5XqbTFTVzCILoXBZjOYljIzlkfbJGLwZI5HQYp7KnEMrSLqQodJpp3MkSlsmuss7Bblsmcvy33mr9+QRBLEnE6CgWW3ehgbSHsWxrdcaI+YFETochlIDUJXeThkbKSeFXZ3817XO5a4KWmd36z0ZmMmCcIxwYgMpmMbOCOwRBLBW0EIvCsluuwzKegFgE50yQyOk4QhmYbuTQcUp5l91V6mM1jfbQoTonkSPOngW4BTE8UjxSy8cgCGLpocNFInIA8Cj62AspO3SxQCKnwxDBEELpAQAsZqHH6UHKTuHS5Zc29XwtFJjduhVGeb4JWs7lKBeTIIgYHQaLwl21ri+J3qQNwDQ45pRutSggkdMhFAonAQBKSyitwMCwPLkcPW4PGGNwudvUcZjNAav1n432PcCyoMOAcjEJgigh5aLY+KRcC8u6XLx8Jj3fp0K0AImcDkEqY73hjEFqE3jc4/bA5tHOpEn3Ee92zimaRnl+lbghoUMQRMQ8uKvOVVddfl4fAECcQ5YpMfeQyOkQtDLpjhbjkPLcUx+dVamWnyPGx6F9P+qVVRQ3NEEQBAGTdbkIYnKKrOhywTnDsZHcfJ8K0QQkcjoEHVlvGBjGvNGax1vqYdUicnQUegbCiiCIJQxj8xKTc65e896kjdU9CeQp+HhRQCKnQ1CRyLG5haH84MwO1uLkoIOongS5qwiCqIJxHvuOFkMAsm1xbFjRhRwVA1wUkMjpEIruKsYYPJGf29cOw+gcIpO01iB3FbHYyGaz830KSxPGAKUQnDqF4Nix+T6bpnj7ul4IuXhcbJ0MiZwOQWuBs7mz4JrBE7VdxFvqRt4CMp0uWXKkBHPsWXkdgpht8vm53Rx0DIxDKwWVyQBi7qwjMzEaMcoQXTSQyOkQtJYY9UYBaATSr3mcgSETZNr+umJ0FDLaAWshwGybUsiJRYlSalG4UxYdnAFaQxUK0HLu4lzOpr22H1NrTc07FxgkcjqIbGjEhtKyruVmOD/c/hfVGipbykJgdtGSQ0KHWFxoraEWURbQYoFF2VWq4Jnqx3PEWK79vaeUBoYnazeRxPxBIqeDYN5RmFiY+rvRQNZe9LqJxp3ToYPAFPxiHLCdGR+PIOYDrTVZcmYDzo0FhwFazI0VRCqNXNB+QSWVhqL6OQsKEjkdhKUDaGgw6Lop436VG0trjULheO2BWriGmWUBWkGHAsziJiaHAo+JRQpZcmYDBh0EYLZjNkNzQChn7nqs92ylNSQJ4QUFiZwOImEnwcDquqo0dB2RI+tPBK14mhgDLNvs1LhVclfRREAsMshdNTswzqDDEMyxTUfyOSCUCs45tKcpJ2lbODNRmcQhlYYkS86CgkROB5G0kjAKRdUVOkJVTzASM7a4MAZm29AihLV8mbHsWBaJHGLRQSJnluDciBzLmrOYHCH1jEVOyrUwmq108SutF1Px5o6ARE4HcV73OgAMFjhUVaxNPfeV1goaM79imW0BQsJevtyIHsuCphoTxCIhkzFZh5xzismZDRiHDkLALpWXmO3PuR2WnJRjIVtVEFApkLtqgUEip4Ng4ABj4IxB1REv1UJHazGlxaWpiUjrqPt4WUAh55RcRSwaCgXjkmCMkSVnFjDuqgBiYABFy/FsFwUMpIJrz2wSumhVV01sj9QanOa2BQWJnA5DIxI5dSbraheWyazSKBROVw8EAIih5oqjsaqMKmZZxm1FEIsAGQXDcs5J5MwGjEEHIcLBQcS7n1mOzZFKIzXDwqSOxWFxVhGDI5UGpzpgCwoSOZ2IBhRqswtqRY6pp6NUnQrJQkEVmpuImG0Bdpmo4dykkxPEIkBECy6JnFmCsZqA47koCtjlzmyj5docSmuIMpGjNYmchQatNB2GazngjEFKH4XCCQDGYiPCsTruKglobf5fhRgpQAdNTviMweruLt20LLAZ+sMJYq4ot+RQTM4soTXsVatQNBPPRQDyTEVOb9JBIZAIyuILpdawyF+1oKCVpmNg0FBweQKccSgdQmmTGaC1hJKFWpEDCRaNrUb5Te60ol0NLxM5sCxjzSGIRYAssyqQyJklGEPy7W9H7K6Ssy9yLlzZPf2gKeh2LYRSQ8hqd9VMz4xoJy2tNA888AC2bNmCvr4+9PX1Ydu2bXjiiSfixz/zmc/g4osvRiqVwurVq7Fjxw4cOXKk5jg/+MEPsGXLFiSTSaxZswaf+9znKh5/8cUX8b73vQ/JZBIbNmzA3//939cc4yc/+Qne/va3I5lM4p3vfCd+9rOftfJWOhBzISbtJPoT/VBKQqsgfqzoqhotjJY9RYExq64lRwdNipxoUXDWr4/vYrZNIodYNJCwmSPKPue5qJfj2jObgxhjsDhDWGbJUQrgpHIWFC19y+vXr8e9996LgwcP4vnnn8d1112HHTt24PDhwwCArVu34qGHHsKrr76KvXv3QmuNm266qWIn9M1vfhN//dd/jS996Us4fPgw/vf//t/Yvn17/Hgmk8FNN92ECy+8EAcPHsTXv/51fPWrX8X3vve9eMyzzz6L2267DXfccQdeeOEFfPjDH8aHP/xhvPzyyzP9PJY0DAyrU6vxtv63QaogFi9aa0gdgnOOs5MlUaq1iEROnQlHo/laN1rDWr4ivsmTSThr187krRDEnEACZ66J3FWifTE5hTobsnZ9ra5dEjnDkz4UxeQsOFoKL//Qhz5UcftrX/saHnjgAfzyl7/ElVdeiU9/+tPxYxdddBH+7u/+DldddRWOHTuGiy++GOPj4/jyl7+Mf/3Xf8X1118fj92yZUv893/7b/8NQRDgH//xH+G6Lq688kocOnQI3/zmN+Pj79mzB3/4h3+Iv/zLvwQA/Of//J+xb98+fPvb38Z3v/vd1j+FjoABYOhyugBoiPAkGFsWPaYglYDFUiiE4wCAkcIIurQGwKBV/QmnlXmCOVU9q2jxIBYBWmtwsjrODczMUUB7LTknxvK4bF1v7Uu1gf/fhuVx1/G3hrNY25ek6hgLjHO+eqWU+NGPfoRcLodt27bVPJ7L5fDQQw9h06ZN2LBhAwBg3759UErh9OnTuPzyy7F+/Xp89KMfxcmTJ+PnHThwAO9///vhum583/bt2/Haa69hfHw8HnPDDTdUvN727dtx4MCBKc/Z931kMpmKf52CJ0sZUpxZkMEQwEzgndYKDAw2t2OrzZg3Fo+vtuSwhAWZbqHTLmOmZ1XVfQSx0JFSksiZD9rQGLhIIZy9TK3l3aV1yhOUebcQafnqfemll9DT04NEIoE777wTjz32GK644or48e985zvo6elBT08PnnjiCezbty8WLG+99RaUUvj//r//D/fddx8effRRjI2N4cYbb0QQmPiQgYEBrK1yZRRvDwwMTDmm+Hgj7rnnHvT398f/iuKrExjJj6Boe2GMQYpJMFbMLlCwGIPSClaU2u0JL35utcixel3oUIFZTQiVSMw4F1ww4/dAEHONUopEzpzSfguvN4siBygZpcm1uTBp+eq97LLLcOjQIfzqV7/CZz/7WezcuROvvPJK/PjHP/5xvPDCC3jmmWdw6aWX4qMf/Sg8zyyYSimEYYj/8l/+C7Zv347f+73fw3//7/8dr7/+Ov7P//k/7XtXDdi9ezfS6XT8r9yCtNTxpR8HF3PGoVUBnJWsKzwSOcVYvOpmndUwh4M1E7gXXfg8kTi3EyeIeUQpFc9fxFzAqv4PqHxzRUcbMdsipwgj6/SCpOWSj67rYvPmzQBMoPFzzz2HPXv24B/+4R8AILaSXHLJJfi93/s9LF++HI899hhuu+02nHfeeQBQYflZvXo1Vq1ahRMnTM2WdevWYXBwsOI1i7fXrVs35Zji441IJBJIdOhiK7WEiGJrTAq5RFHj6siCI6RAd2TdCWR547nai5d32eDJc6gYyphJQaAJgVgEKKWQzWbn+zQ6mnBgAIm3ve2cn39qvLaY6WzgWMy0i6AaYAuKGX8bSin4fv1dv9YaWuv48d///d8HALz22mvxmLGxMYyMjODCCy8EAGzbtg0///nPEZb1Otq3bx8uu+wyLF++PB7z1FNPVbzWvn376sYGEYBSARJWIrbOMLCq6sYKyxL9cUpkcQyiv+qZkJljNWfJqX6ebc9JeihBtIOi9ZmYRUr+HgAa/tGjlQ+fw3yRLoTI+QJa6zgweLbpTTiY9GhuW2i0tErt3r0bP//5z3Hs2DG89NJL2L17N/bv34+Pf/zjeOutt3DPPffg4MGDOHHiBJ599ll85CMfQSqVws033wwAuPTSS7Fjxw78+Z//OZ599lm8/PLL2LlzJ97+9rfj2muvBQB87GMfg+u6uOOOO3D48GE88sgj2LNnD3bt2hWfx5//+Z/jySefxDe+8Q0cOXIEX/3qV/H888/j85//fBs/mqWD552GayUgoqJ+nLHIf6whxCS0VrC5BakkAIFTk6fKRFADP/O5+p9tu7JZJ0EsYJRScSuHsbGxaUYTM0WHAuHpM6iYd86hxcNYLsCkJyCURijmJlamK2Eh55PIWWi0JHKGhobwiU98Apdddhmuv/56PPfcc9i7dy9uvPFGJJNJ/OIXv8DNN9+MzZs349Zbb0Vvby+effZZrFmzJj7GP//zP+Oaa67BLbfcgg984ANwHAdPPvkknCjFuL+/H//2b/+Go0ePYuvWrfiLv/gLfOUrX6lIT3/ve9+Lhx9+GN/73vdw1VVX4dFHH8VPf/pTvOMd72jTx7K00FrC4S5cVu1eYvC8M6YUoJbQWiEQHnJhrmbcOVPllmKOQ5YcYtGglIJlWVBKVdT7ItpIcY5gDOGpU9BBpWfgXOcLL5QQUkPMUb8xk7xBwccLjZaCKr7//e83fOz8889vqupwX18fvv/97095rC1btuAXv/jFlMf5yEc+go985CPTvh4R9aBiFvrcnvi+YsEqKXNw9HIEwSg29G7A2ZFX0cftqhYPdS7cZmNqqi565jhz0peGINqB1hqO40AIQc055wDle9BBAOaUUrPPZb4ozk6hUrMeEDyWD3ARSi0i5so9RjQHRUh1AFoLMFSLHAtBOIJ0+oW48vH6ngsgtYTDnZqO5O2COQ7QoLggQSw06omcM2fOzPNZLVE4h/aDWlEzgz5WUmrYZW0WQqkq2jC0gzeHKgPTXz7dOfXXFgPnkB5DLDaMJYdX1LuxmAUlPVh2D5Qy5mGlTKosQylmp6Gr6hzNstS3ilhs2LaNMAxjkZPLVbtziXbALAvgLIrZK+tjdQ5uwuLMFSoF2zLzGWNsVgKDq4sNnrcs2fbXIM4dWm06AF2n0abFLGitwHkiFjm53JtIWUljxQmLKfrttegwyzJChyAWAYwx2LYNIQTF5MwmWgPcMvW0tKoQNjNxVwmp0eWYbuGA6RLe7riZpGNV9Md626pujGZbqAhPzCokcjoADROTUxI5DJybejicJyCjlg9hOIZVXaujJwkADIVCg4KJM/Bzsw6tVUQsPooWAAAUkzObMAZmcROLozVQEWx8bqJEw4iaLteOXVRKt1/kLEs5mCgEFfcdH5tZAUOifZDI6QC0kmCwjNgx98C2ugAAVpklRyofSSsZuavMRStlg4t1BrF8vLt7+kEEscAoihyqbDtLWJbZAFmmzEQ4MAAVBNM/rwEMRuS4Nocos+S0OwEq4VgIqvpWZQoUfLxQIJHTAWgtAG5BKxHf7k6sBKDBmA2l6kwkWgLQsQCqhjnn/tNx16+PzoPSLYmFzejoaPw3/V5nEa3BLAu8uxvMtqCFhBgdhcpmMaMdFQDOS6nds+GuAoDxfEnUaD0bHbiIc4VETgegEcXkoGiyFVjRdX7NKAYODWFicrRCSeTUTjItVTtmtWPtdesgzpxB/oUXmj8OQcwxok6NFhI7swS3wLu7TFV0KcC7uqDaEOSdcqwqkTPjQ1bAAAykvZr7iIUBiZxOQGtAM3DmRDcFksmiyDFtG0rBySKqkaOhtIisPPXaOvCmr2RmWzX38UQCWohop0YQCxMhBImaOYCnkmCODffCiwDLAqQ0bkFlNlszodu1IIsiR2uoNquclGvBFxSUvlAhkdMRmIua8UjkKAHHWYlSXyoNQIFFaeZKKwAsClSuPyFY/Ymm556G2VS0eCwKfCGR7dBy9WEYgnOOTIZqn8wmvKsLPJFA4m2bwLu6oYVsWxPf7oQdTzUM7Z92ehJ2RXYVQO6qhQSJnI7AXHLllhzOy4WHadjJmA2tJWQ4AmgJrcL48Wp40gYYoJvZFVm1lhxi8eAFqmN78kgpYVkWPM+bfjBxzlgrV5X+7ustPaCnqNXVJBeu7IrdVWwWWi9csDyFoKzAIGPkrlpIkMjpIHhkyVE6BIv7WDGY8n8cYBxKhyYeh/GylPMGk4LNATn9hEF1cRY3QinIdgcyLCKKdXKI2cNZW+pvaK1YYSqjA22x5nS5dhyHMxvioy8ZbR4BWJzkzUKDRE4HwZgD3x+AViISORqcF3vEMJNmrgWUFgAqKyQfzxyvPZ7FoJsokc4aWHK00lT9eBEgZikjZbFgWRaJnDnEXb8ezHXL7pnZb48zVMThzEYFAK2NgOpPOeSFX2DQCtNBdHVdBCGzMKnj5qu3rJR5kLE4JoehPCYHABiEqp3kmcWhm7DkoJElRwowi6w8C51QKnRqHTytNSzLomrHcwxznbYdi0cuqrlwuW5c0QWLMyQdctEvFEjkdATFrQuvqXvDeRLF9HHEWVUm6E/rKJ0cuq7IgcWgJqcv1tXIXaWlrJt5RSwshOxsS05fXx+JnDmm0pIzMzhn0Bo4M2Equ8/mT3lZl4vuhB27sIj5h0ROR1AWdKcClEQPQyq1IfrTCBzOEwi9k1HVY4V8mEMjkcMsjnBo+vLl9pq19c9KSApKXiR0apFfxhiSSdNwsTyV3PepN9Fs4m68sKxGTnt+fL6YG3Pkim4XKZfmtYUCiZyOgkFXVTcuuqtMIUANzhJQMhcXDpwMC9BaIVR1ypRzQOWnL19u9TRo4yAFBSUvAhijbH+g1M6BMYZ0Oj3PZ7O0UYU8xPh4dOvcf3y5oLQ5C5qIH2wXHbonWJCQyOkoOGSFu6o4eZgMK2gNxhwjhKJVLdAMrruqviWHsRnFBGopGwYlE8RCwIp+n9X9qsh9NbtozwPa8BmfGo+aD0sFP+zQwLIOh0ROB8GiOJv6RLV0uBs15zSxOJIlYdt9EA2fd+5oIQAKPCYWMI5TG1uhtaZsq1lGeV5bzIfFIn1vDudm1ZLDKXV8wUIipyMoxeBMN3Gk3I3RmMpxUs3CzlVKMIt+ggudTnZVFUWO1roiJodEziyjFMA5xOgYZuL8KbqrJr3Z7QrucAbbKp0nZ6yja0stJGiF6QiKlbAYpvMvMWaZhppRa4dycrk3a8cnzt3dRIHHxEKnr6+v7v1SShI6s4qZe8KTJ4AZbLCKQqMQmmPMVgB9d8KGW9a02LYYRKfWXVhgkMjpIBhYHFBcvKfu34wD0DibO1Px/DAcRzVW70xSPTUYFQNc8HRqZhWAOLMKAHjVb3V8vPZ6INoDTyaiPyzIzOQ5HaN8O1c0wmk9OwHIfSkHibINm83JkrNQoBVmiVAoFJoYVbTQFFPK63/9xS7kY95YdI8x1UtV27/HWp6suY8glhqWZVUEH2utoWinPmuwVBcA08dKy3O3mNVztR4bydXeOUPecX4fEk5pPrU4Q9hMoVRi1iGRs0SYmJiYZoQ2Bf7K7in1r4oer/irujGejsRPJTPe5HMOTZkqC5pOjskp4jhObMkpih0SObOHtazf/MEtOOeff07H0FrXtUIWXVftZGVPoqLKsW1xHDlLnesXAiRylghTFycrNuFkkSUnupfXz2xSWkVWHg0NjVyYB6sRPQYNQObOPaiPd3VB5acvKEgQ84lt27HIKQYgk8iZPdz16+O/nbX1i4lOh1Qadh13uBdKzLYnyeYMZ9PUuX4hQCJnidBcEGRlTA5njUqPM3BwABYYGIYLw1ENndogYQYgOHluPnMA4D09yD/3nEknJxYkZMgpiRzOeSxyisHHQTB9axPiXDn3X18odZzxxDmLm3QKpWc9XsbiDN4sWIyI1iGRs0TQTfgUWFXpWlYhcsrjDZQx81opaGj4wodxdzWI4TlXn5XW4IkExOgouayIBc2yZcvAOceyZcuwfPlyAMaSEwQBxsbGpnk2MR9IpdHtGmt1l2MhH0hoABZjTc2XM8GJSmOEc1hlmagPiZwlSv2KrMWvu7i7qbTk6OKuidsAGBKJCyCUQqB8AKpuTM6MKJbJt2yALDkLlg5OroqxbTsOPi5WQVZKUQDybDMDMRIqhb6UETndCQu5QOCNoaypYTPLIoczIOVac9L5nJgaEjlLlNOnT1fdY2JqjMvJXOC23VtnCAOYA844UolVEFojlCJyV7X358JTpm9W8soroWmhmHNGR0ebGscYkA86z9KmlIqDjLXWsbgBgEwmA6VUxRhiYVC00gip0Rt1A0/YFgqBxGjWB5+D9G7GGLpcG1kSOfMOiZwlQnV6a704AcZYhVBJJIoBfVGFY6XNFoS5YGBIWAlYkbVHFV5Du/f0ycsvBwA469ZSTM480Ez/JaVMVt3RWUi7XeiY7JyyKrZl2VXZbDa24lTXzyFapAWrSjOboUAquDaHUApvX2c2coxFjWYBWNwUVJ5tHIvSyBcCdHUuEeLdixAIwzAuR69UCCEmEWdYMRvVYsV1V0YHMRM4t0zX8KSdRNLpgoaCVh7AOIKgud1/M/DuqDu5ZbWlGR/RGs24WTwhkXQ4JgqdF1xbLnI451ixYkX8dxiajEISOW2ggSWM2bXZn/7vfjft4XyhkLA5hNRxbAwAJG0LjsXnxF1VhGx88w9dnUuM4eHhChO6UgFCkQaKVpwoNbyc3t4rUexrpbmCmzgfSTsBT3hYnVoHKA+Mp8DA4fsDbT9nZlnQCzRALzu+dNNAmxI5oULCseLMlE5Ca11hvbGjRZcxFlvBSOTMHsx1awSQLKsH1siq4xd/s1rDKmucecHyFFb3JmBRNeKOgq7OJUQul0OhUKgysyso6cUWHM4TDZ+vlYLWPmyrC/2JZSiIQiltnKfAGIcQOeiyWjtgM08xZpYFzKCq6WxSmJzdxn7zSTMiJ10IkXQ6c5oo3ywYV2/pb845BRzPMsx1zdwAIDh+HFpK0+8uIjh2vO7zXh+cRMKu/c3anOFd65fBYgxqDiw5rs0xlg8o+Hie6czZawnCGIuDjX3fLytcJqC1iMQKA+cuGhpRFSDhwbJSYGC4ctWVALPAnXXRUzg0JLQuW/hZG1SOZS3YwOPQF8iMNNMyY/HRzCL9xlAWbod2iq92V5WLHMuyZj0NudNhrmusOQDk+Di075d6WgHQYf0NyOmJAhyL10xLodToTlhzEngMAFee1w8vlLNSYZlonpZmrwceeABbtmxBX18f+vr6sG3bNjzxxBPx45/5zGdw8cUXI5VKYfXq1dixYweOHDlS91ijo6NYv349GGM1LQn279+Pq6++GolEAps3b8YPfvCDmufff//9uOiii5BMJnHNNdfg17/+dStvZUmRyWSgtUahUADnHENDQ2VZIRJaSzDmgDEOi6dQX5VoQANSe7CtFDhjcLgDgINZKRMcyIxIUqpscrEYMNPgOs4XbExOGCiE/sI8t5nSjMjJB6Jjs4eq3VUkcuYWnkyWRE42B+V5YIlSrzzdoAhjMRPQKXMj2twEIlucgTM2J+7X/i4HQmoEov0buNwENYdtlpZEzvr163Hvvffi4MGDeP7553Hddddhx44dOHz4MABg69ateOihh/Dqq69i79690FrjpptuqpvFcccdd2DLli019x89ehS33HILrr32Whw6dAhf+MIX8KlPfQp79+6NxzzyyCPYtWsX7r77bvzmN7/BVVddhe3bt2NoaKjV978kyOVM5ktfXx/CMEQiUbbb0QrFgGPOXSSTjfvAmElbwbLcOAtLcwcWN2nnDAycORWWHMYY9AwnjIW+iMpZmKQWAs2JHHPtcs4gFmjc1GxR7q6qtuQkEokKkTN1WxXiXHAvvBCsOJcpCZlOg6fKRE4DS06RK87vi/8uVj5mjMHimLPAY6n1rBQEzI5TAcpmaUnkfOhDH8LNN9+MSy65BJdeeim+9rWvoaenB7/85S8BAJ/+9Kfx/ve/HxdddBGuvvpq/N3f/R1OnjyJY8eOVRzngQcewMTEBP7Tf/pPNa/x3e9+F5s2bcI3vvENXH755fj85z+PP/7jP8a3vvWteMw3v/lN/Nmf/Rluv/12XHHFFfjud7+Lrq4u/OM//uM5fASLn2K6eF9f6aIuuauk6VEVxdbUa81gYIDS4JYDi1lx4T/XXQeb2yhWPOY8UWnJ4cCsN4KZZ2S4NBf3ZlLIi8JmZbeLdGHpxifVo9xdlUgk4EZWhWQyieXLl1eInGZrDhGtEWdgMobg6LGKjKtGIqfLNXPcim43vs+xOBJ2cQ5kczZlccagtfktZbyZXz/poUEAQFDIkyWxSc7Z2S6lxI9+9CPkcjls27at5vFcLoeHHnoImzZtwoYNG+L7X3nlFfzt3/4t/vmf/7luVsKBAwdwww03VNy3fft2HDhwAIBZ0A8ePFgxhnOOG264IR7TCN/3kclkKv4tBcKqi718ctZawnGWxS0cKjuPV6EBy+5Gt9MNKxJDNreNyNEKDByM2RUih3F2TiInn0m3/Jz5YilacprrdVZiVU+i4wqblV9Htm3H2VWcc3R3d1csMp63dLPw5pPyRp3V7qlG7qoLV3bXHsficQD9fNiNj47kMNiGhp1+3ljtZRDgzGuvzvh4nUDLIuell15CT08PEokE7rzzTjz22GO44oor4se/853voKenBz09PXjiiSewb9++eAfk+z5uu+02fP3rX8fGjRvrHn9gYABrq7rOrl27FplMBoVCASMjI5BS1h0zMDB1evM999yD/v7++F+5+FrMWJZVsSsvTs6e50FriYS7OnY/NbbkwMTs2F3odXsj6w3gcCeKzTGdyRmzoHXZYmcZd5XMtlZHZXJkuKXx58pMd9gMgFqCBb3Gx1vz6Sedxr+bpUp5TE41K1asqBA5Ukp4nofJyXNvVktMjQ6DqpTy+tflmt7aDFLHZvFveD5+y2fTXltcZLJsQxt6SzMhot20LHIuu+wyHDp0CL/61a/w2c9+Fjt37sQrr7wSP/7xj38cL7zwAp555hlceuml+OhHPxrvcnbv3o3LL78cf/qnf9q+d9ACu3fvRjqdjv+dPHlyXs6j3di2HZeYB0qxBKUJtzQx1CsGWHrQQnfX26Ib5oJckVyBLrsr6mvFap7LuMmuEmOt7VKCObpAq61crbL05I2hGVcVUHr/SceaSRuhRclULRtYVZPHfD5fcQ0SbST6nHVN3FPzNhmbc6yOxE9qDkVO8TcymgvakqUoAp+Cjluk5U/ddV1s3rwZW7duxT333IOrrroKe/bsiR/v7+/HJZdcgve///149NFHceTIETz22GMAgKeffho/+clPYtPv9ddfDwBYtWoV7r77bgDAunXrMDg4WPGag4OD6OvrQyqVwqpVq2BZVt0x69atm/LcE4lEnBlW/LcUsG27YtItWnLMQla5MnGerLnP3O+Cwaqx9DhxjE4RDT8oC/DmzFhzPLNoiibTrUUDU3O7adUtU4+luLY3I3LKF/GLV3efe7f5RUp1W4dyyq83KWXc5oHiJNqPvWYN7DVrKmJwZDaHVq7MC1d2YVVPJHJca85dVl4owdtwAckwRHqo/QVZlzIzlpZKqYaZBcWLvvj4v/zLv+C3v/0tDh06hEOHDuHBBx8EAPziF7/A5z73OQDAtm3b8NRTT1UcZ9++fXHcj+u62Lp1a8UYpRSeeuqpurFBnYDjOLBtO3YLFifn4q6yXLikUhfUPYZldU3bgFOISSjlQ4iyWCbGwHhpQVQLLEh3piIn2e3Ayy69gNtiB+0px2jEFWMXegbcbDCVu6pc5IRhCCEEWXJmCd7VBZ5MVtTSEgNnWzpGeXuHjSu62nZu01G8bvw2xvUF+Xyx2yDRBFNEodaye/dufPCDH8TGjRsxOTmJhx9+GPv378fevXvx1ltv4ZFHHsFNN92E1atX49SpU7j33nuRSqVw8803AwAuvvjiiuONjIwAAC6//HIsW7YMAHDnnXfi29/+Nr74xS/ik5/8JJ5++mn8+Mc/xuOPPx4/b9euXdi5cyfe/e534z3veQ/uu+8+5HI53H777TP5LBYtjLE4Dmp4uBTrUtytM+5WPaF24nacFRAot8JULmoaGlIWzF9VgcfM4qXR53gxz1YxwHoiZ3LMQ++KZJ3RtSRSNoLC0gu4bcbqEEoVZ6R0ItNZcoqCJgzDuG4OWXLmhnpBx+HQEJw1a6Z97lzG5JRb19sB4xakDMEZp99ak7QkcoaGhvCJT3wCZ8+eRX9/P7Zs2YK9e/fixhtvxJkzZ/CLX/wC9913H8bHx7F27Vq8//3vx7PPPos1TfzwimzatAmPP/447rrrLuzZswfr16/Hgw8+iO3bt8djbr31VgwPD+MrX/kKBgYG8K53vQtPPvlkTTByJ7F69eo4+6OIETmmtk059YKPU6kL4LFyM2jlBcTAoXUIrV0oVTnB8G4HOqqnoiOREw7n4axufsfkv/46Eps2NT2+VdLDBfSvTgEAxgdyTYucaYxbi5ZmrA5Caazsdqccc3Isj3X9yYqdcidQbskRQsBxnKasY8TM0UpB+X5N93KVyQBNrjWL1TDJbQth4IPbHL0rVyEzMoS+Vc2vr51ISyLn+9//fsPHzj//fPzsZz9r6cX/4A/+oO6k8Ad/8Ad44YUXpnzu5z//eXz+859v6fWWMtUCByiKHMu0cij7mBulkZe7qxgvCSMdGUe1FgikX5ldBcDqdRGOFiAzQSxypqqCXO87V2Xp/HJiAlZk2ZsJxcBRPx9CBGXZZy0YjZbqmlVuiWiEkAobpjHtC6UhlUanJV9Vx8B1dXWRq2q2ia5FMTQEmU6DVbkSpysOWM5ctSphjLXVrcS5Bc6NFcdyXSixNKuxt5PO2n7NE8Gp0/PyunFMDq+05PCGIqd0Py9zcQktwBiH0gInMsdqRA5gnFsy48cTkZ7CbaWkALcqV0XlleK6wjZVrpZSwrIsTI75ULLMldDiLm4pCp3iRDmV5SGUGuv6p7Z4yUjkFDk5lm/bOS5kip9f0SW8atWqKd1bRBtRCtrzK5p1Ai2KnDoNPGcD1+KQUTuJdsBtC5btwHKc6QcTAEjkzAnan99CYa6zouJ2o1o5rOznUN6t3BMeXO4AWiEfZpEP6xdRVL4spXs2sOSIMETgeXCTqYbnq/32ZF4VRU7oCSila8RKGHTuLqhULLKxyJFKw55mclZaQ5SJnE5pRsgYQz6fx9iYKa9fDPonZh+tNKAktBQVv1/dQpLBXImc3qQNEV1HJ8dnvgHglg3bddG9bHkbzq4zIJEzyygpW7r42g+D666svKeBJceyeuK/OStN2p7wkLCSCJWEzTkm/QYFz8qtNw36tYydPomwUICbqhI5ZWupDmbeB6i4y+acIwwktNKlHlvR/yZHOrdKbXOWHDWtyKm25MxGM8KFCGMMq1atqusmJmYBrUtzhI5in5QGylyEOmx+nk3MkchZ05uAkBrdwShybagYzi0LWilYNllymoVEziwzfvZMSxdfuyguYvUSDRtZchJOKYDNdUvWH8YYknYSmSCLXqcboo67SpcGm9sNLDledhJShOBVi4O9enUpxmGGzQ4L2QD5fB7ZbBaWZQEale6qiKXYrqFZ6llyqjPRlNbTmtm1BkTZQjMbzQgXKuXWm+rigER70VqXooWLvzetgchdKDOZltxVa/qaSzyYKWvsPKTSSIl0W9LIuWVBKQmt1bQlPwgDfUqzjAh8QM6dyGGMxf8aBUJO2b8qwnVXxX+vSq2CYznwpA+b2Qhl1WTCACgNMVEmTqr6WWmtozRxVlGavEjqyivjCUvPcKHMpwNorePU3uI5xmtQNFeKqpo+qtzas8SpZ8kpLz9QZLoYE8dikKp0nE6x5JRTvN5I5MwiUoJZpXmLWbZxWUVznBgZbSmjoC85R5aQieMQSsNBCD+Yeb0tbllQQkBJBb7AMhoXapPahfUpLUFC34NusoR+2IbYnWK9jpIlx6DLLDq209/SMTf0boDDbRzPHAegay05nMHqTxh3VflrlokVLzuJ7PgYEl1d9Vs62HbTn9N0hL6EUgpCiLiYG2OsQsBorSGr4kcyIwVMDNX6zbm1sIJJwzNnZnyMevU78vnWYwYsziCkxpvDWXNuS7DPVyOKAtB1XXDOKbtqFtFSgpXXbLJ4FJtjPnMtFmjBzsKEyT6EADt1asaHY9EOTSkJzhdWSuNMW+jMFiRyZhkRBE27qyYGZ16uuxgjUNpZRhVry4JeEmVWmmZxuIuknYRGnTgOxsAsBti8QkiUt3gICgWIwIeTTCKo07GZWRbQptilMJDQWseLjpQSYRhgYrC0iGtdP2uK1XHPOK65TLzcwriIZRuaQI6NjdVYcpRSLTeY5MxYcrK+RNYXUB1ozUgkEiRyzhGtVHNFa6QEyjIymW0DsXUYJbeV0nUPp1upG9FOlIRQCrYO2ybEuO1ASVmToTrfNNsPb64hkTPbaN30j1vMMBYFqBQ5ZtJtz6LjWkmsTq2B1AoWsyoWx6JrmFmsoj6O8ks/eqUkTrz8IqQQ9S02lgUxPnHOlY/LBYiWuqIwm7YkAj9A4MmKMYyzivo5RapjdWzXTCbZ8Zl/P+2gXrXXVinG31QLVq+OAJ2K4oKS9wWOjeRmfF6LkeXLl8eWU0ohbxEpa+rd1EMLYTZCEcy2AZRicorp5GcmCrhgWW3mZj5/tD3new5IpWFDgLfJ0pHs6TGWLRI5TUEiZ7ZhrCY+BWhQlrwN7qqiyCl3V7UjVoBxBxct2wypBCzLAVAmBBgDszl4rwutNFTeXMy6SkD0rFiB/MRE3Z2b5grB8WPwDr8Cdg41IKoFSHkNE24xSKFQyJc+X6U1OAfOvD5Rc6zxgTz8fGlC6uo36fT1BNF80A6RE4Zh3TiSc/2thEojU1gYlq65omgJc1033lRQXE5raKUqLDQNsaxI2JTBeZklx4h2qTTsOrEqSs/fb1MqjQQHWJtiM1eu3xCHJCwk62E7miHPBiRyZpuqDCdVMC6cwuHDNUNlG34kK1aYrKjywGNf+kjYiameNi2c2bB4EqESsJkDrcsWfAbA4nDP7wGkhigKjqr4DG7ZUFKgb/WaGl+RFw5CTkxADA2Cua2LnNCvFSC5cSMGuM0gpER6Im0e0EVLDo/cVpXnEhREhWhK9ZrzWSh1ddplyakncqZbqH0hMZar//phhwRtFym32iy0BWexoIMArIkaQzyZrBJDzFiA4mSFqa9NXdaKJp8/fk7nek4UxsCFB8fmbRM5lu2AWxY4tzA5UpssMF8s1N8/iZw5oHzNCE+fhvJ96DZE2tfDsiwwxsosOQx5kUfKblx8rxkYs8F5AlJLWNyp8HEzzsBsBuZaxpLjlS7meMGMqw0zrLxgQ+VjAMAVVD4Plc+DOW60S27+ohFlIqcYZCylQhiG4My4oAI/RD4TAMxkUhXdbONnKwNuw0DWuKy01hCBQmakTtD0HNOOukvVGUFFq9dUtXNOjOUxngsb1vvoNEcN5zwWOsXrbaHuZhcqMp2G1T99IoTV1wdeXVuLW3Fyw3Rxj+WWHKXm0O2cOY0uFsC1GHgbYnKKCSSW44BZFvrXrEV2fKxmXHEzPZcsVCsmiZxZhvHK+BXl+5Dj47BXzF7FymJsQLFOTkEU2iRyXAglIpFTJipSNni3Y2JylK5wU4kx3wQgs2IAtKFY1Co+Z27868xNgLkOtA7gec1nI5R/xtxiUEpDCYWxsXEoaDBoSCkwdtbEjWilwTkDWK2FhgEQQZ30cqmhFkT2UHvkRLnIOX7c7G6nmqi0BgYzXt16H7FrtC1ntjjgnNfEwBUrIBNNolRTsSX26tXg3d0V9zGLx2njehoriVZlMXt16nzNGszCpasSSLlObHVqB24yBW5xaGjk0xM1j7cjA7MemZH2tNyZS0jkzDLGJaIgoqAz7QcmSM6qX6umXWq4OOkWPA9KKdh8ZpVZGbeRTF4AFVlyijE5E95EbBWAxcwqV3RbWBzaFwgHa1OTWZV5XzMFrRSc888Dc1woJSpdYtOeH4OKdnXcMn9rDYRBaCxCzFgrihYaY8kxOWeBZ+pO+LnS5CdCaeJyoreipI5aQ8zOMp6bGG9qXNPZKNMdp0IIm8+meFtrjawvMJKt3fEyVr/gXyh1x3Ui55wjkUjEfyul4LcheaCjaOF6Yo5TNl7DXrWqJBymcZWoMpEzp/E5Kzejz9VYs6wHDCoOzj8xem4tHopZsn2r18Qp5KJOhfiZFlRthJ9bfMkFnTUrzQOccwRhiNy4KZSkAx9Q0uxCqsdaFlSb/Lacc0gpkZ6YaM/xmAPLMinkDFYsQEa9UgEoxhhQloLNHA7tK2ipoEMF5Yl4p8+5VeVHNzV2rL4+MItDa9GSoLAcDinMeG5xKAlwzhAEIQBTEl6UvZ5WGkFegFsMwpcIPBnXyGGMQUmN7IRvhBBjkKGKBEBrn1uzFCbr9wOrQdb/7bRKuUuzEJm2y4Nnhyd9vPOCZVXPMfpVVFmzGDNFAOeqH9BCgXOO3t5eACWrWHmtkIk2XXtLmhYEO3PdivHJd76zwhospJrCkli2oVJzJHKED6x7J6AEwG1wJTGeN7FBo7lzEyG66h0yMIR1BI2aJZEjwvb0FZxLOmtWmg84gwj82GqhQ4FwoH49HNtNQLQhVqdoWTHpwO1xbXR1XQQAuHjZZoCxWOQIVV0YEGCO2WEw25hTdagApcF0qVpPjSWnymqjdQiN5i05ig1BRhWMuW3cVcxiCKPPkzEAWsevr5RGZrQAbnMoqSECCSdhzttyOUSgYNkc/atTcFMWRk+bYne8Td2Eq6lXBboeWimgjUXAtNZIp01AtmVZEMKIS85qmxj2Jp2GdUgCKZGwecfE5Xih6YvW02P6vdWrIN1qOj7RmOH8cG2AMudQZQUs3xzOIetNv0mcM0tObhjoXm3+5g44U8hHNbyy59jHilVdYRq6btD1bFlyZIvrk38OBUbbDYmcWYZzC0EQQCsVLVAManKy7g7GivqSzBTLssA5h+/7cF0HUsq2uVmSVgIjhdF4RxFW7Yqcdd1giaLIYWBgJjhQaWhkkOiOFoWqmJzyiUfIHJQWLZVpZ8yP2zRwy7wm45WtLco/Aa00Ql/CsjikUOZvmwMasB1eUQ051eNictSDZfFYM06OtXcBE83W0GiTJQcoWR+CKFurXOTU44JlqcjNVftYKDrLXfXmcDaupl3OVL3A5oqFUupgKsKh5mI7jowdAQCM++NIbNpU8RhjDOHJk/Ftx2KQTcxzunpjNlsIH3CSxsVm2XCY2WSFsrKp7YypV5IjbM0S3iyh70G2EECdm5j/GLXOmZXmiaLbiHEOCAFmO1ANdngs6ksyU4r9mpLJJDjnyE5m25reFygBrQJoLWssOe75PbC6HXPhFa0e0vSEcro0uqJCXcaSU+Y+0hJWtCv2g2GIiXGokXTT58QtDRkVBLMsDqU0eOR2qiGudsxgOQxSaIyezgEMGDmVhe1YNX2tepYnKto7nP5dczE0zaKanDjO1ZJTXdm4vLZLtcgZGRmp65Zb3ZuAVKZpZ0XLEA0EUsGx2IIKPA6EwvDk7Oxo04WwrsgpTyufL5HTbgE+G6h02vyGplmIh/MmRbqmX16xvUGhEGeRFqtvL0i4DZcr2BavaGjbKtXuqoYwhuDosXN+nbqvrRQCr4B8pvl5WS2AAoEkcmYZxo3LxtRmMbvwRunjlmVh6OibM37NoshZs8Z0FS9vcdAOhFbI5d5EEIzVWHLKMRO+BrhJ6U71uLC7oto1loWjLzxfGqwlEm9/e3S+IeT4KHQTpufSi8mKBpxam8Di4pygtQaUid0BAD9n4nE451BSwcuFcFwLhckgKh5YVT9GGvdXcQ3LjrV38ZyuRpL/xhvRwHOz5JQ3z5NSIpFI1NTJsSwLUsopF2elTSuHt8qqG4dSweZs2o7lc00hkMgHsyM0AqHqihyrLFNo3iw5YevX+lyn/2ohmso2KorGQNWPBVGFAuTYGLQUpo+amP9FtS7cMZYcNn1/t5FWf7MNCnrqOgHJRc6lhVCclDBWvxFnoVCoWWdI5HQAjHNoBtMxN+q/osOg7g6G2zay42MznnCKk6/5v1no2yVyGLMQKgkwBinzjUVOedsHi0OHClJ5cZYD4xxSCIyfPV0672QSAKCkb8472q1prSt873VfDtJMIFG9HCnzcR0crYFkjw0RarhJG2DA6JksEl12lIllUsO7l7nx7brvvexttbOPlZZy2h2tzJjA5HO15JR//0WRU8wMKmLcpSqqhoy6NYGK8TqFMpeIFyoki3FYLZ/Z7FEI5aw1DNUA+uvUd3GbKGw32yjR2nuW0ofnnZ5+YBvRxfYuTQYe+zJasK1iwkK0kIchwjNn4b/2O1i21ZaCqrMCt+FwhcOn0xB1shPLGZoi7qU6Jqe6ETOAeCM0VdHQwmS66dAIL2fiEbU2ySETA2frjktH1rnRMgFFIqcDYJxjdHjINK6M3FWNirmZrB454x+GVVF3QrfVksO4i0AVu40rSNnANF42eTGHA1JH2TmRJYebmJx8dhTpocGK81PRrk3KSfO3UhDDU1f2LAYuT455piibHIRS4wg8I356ViagAgUnERUslBr9q1OR1QewXY7+1V1wkzbCQNbMvTwKwpWhansq+cSLL047RhVTN5us8FpNeV8ZpRSWL1+ODRs2VIxhjMHPizhDqNjotOI8IktOoSxmKZASychCpgGM1kk9nw98IWfNusQAOHXajywEkVNdyHI6TCbj3C5GzVpyihTd4sxxaxbvYhFRrnWTlpx5cGkxhhVdNoTSODY6dRp2YRoRVA637JqeUcWN0JTBxxoImwyML1ZVLmQy0AAKDdxVQRBAKYXhsyURRCKnA5Bj4whCH1DKNJmzIwFSbwfDGCzbbimwyzyt8ljFjA8AyGazbRU5nNkAK4ooBh02CCDUGlJ5ECoH3m1DC1PfpZi+yaOYnGz6JM787tW4xo15qpnQhCoYy4+UDRt3etkQfkEA2rirZKiiwEIBqUbg50T8/i3HAuNG1KR6HSS67Gi+01i2pgtaa/QsT9RtEZHosrFsXRdyaR9BQURBze2ZLL3x+ubfemipEJ48gfB04513UGcHV/79h2GInp6e+HdTLmRCT0bBxybuu1rLKW1inaotOQm7JKxfOZuBF87/5AZUVDRoG8W4pHqsWrWq/S/YIq2KHEDNucgB0FIz3qIFgyeMyCnvY6VyOdirVwOZzJSLqh+MnPvJtgGbc1x5fj9OjU9djbjQxOdSvGYt24aWstIqE60zym9syXESCQRec1WRg6jERCYSO1M14tRawy87bjsSaWYKiZxZRo2NYu0FG81CHbmr6qG1RnZ0BJbjQIYhxs40X+23mq6urvjvXC7XXksOs6GZhVKVvMa7BanykCoLa1nSpJGzkpWGcaM2Qr+A3PhYXJ49ehXzPy2hdSRwGlhOpFQIPRmnmyulIYUHDQWlc4Bk8ftP9SSgNdC/OgUp8rBsI3pyE0Po6ncxfvYMlp+XghKq5uWWr+1C38oUlNQICgKOa7UtiyXM5hqa7WsqlyoJ3tMzpXurmBJe8bTyeiJCxJV6qynVAzLB4oVM5USpq/4PmJicVNSpPRAKFmfT7lbnitkINTk+mkPKmd5lOF9l7nWL4lvr0vUzV5T3nZpyXNFlHf3imOtC+z5YIoGMFxVYDUPwri5AK7CyLMWgLPMKAIJgBFLOU0pzdhCcMazuTWAkG8CdIq4uaPD9lRcCDY8fhxYC3LJNGnl5FqlSQDS/1kOKEJbjQDTZA6/YODr0PVPLrMEa5jiOKUCbzyNTdK+TJWfp4w0PQwOQuSyCXK6mk653xKRIKikQeB4sx0Ho+5gcaX7X0WgyZYwhCIKKZp0zhXMXQNmPXDU2eWZyh6B0CHtF0jTEZAyqKksi8HLgtl06v/IU3ONnAUgzGTY4f61MjRutTV8p07PKgwgFLA7YjgslTUfy/pVG/HGLYeLMUVgOM4UDhXkPIvBhOUDfqhQsu1J02NEizjnDyKksnKRV0/rhXBH5XPy+Q8+rqH4sJycrByuF5JVXTn28Ou7Q6t1XufWv/G8zP3JoLaGUNr2+mqDLtaA1kPVD9CUdZAoLNDaiDbxyNoP+VOtNZBcaxd+JjjYTc4plt2TJKcJcFyoIwJNJnJ3wjNrWCsziYN3dYIWSiFFV146SHjyvuXYH+fzRls9tSnIjKOYeFgKBpNt6XJ2UEjwSGMo3ZUm4XXS/y/KBDVtlKCkx8MbrAGMNY2uq0WVzE7RpbFyP7u5uCCEQBkH821ItuN5mCxI5s0zoeQDnCN54AxOnTyF4663KhXzYiBkZhlBKwrIdhF4BVoOddisUg9LGg3EopWJ1PRMYc8CYDTAbZoZpPDkGwriyTJZT1D5gvEwUMQYReMbkqrQJKlQqOi6DyhegIktOcUKUVZkjWiNyGwkku52ofUOAiXQWtm0jkXARBqFxV1kWiglfSms4CQtuygYgomOHUEJg2VoTm9OIzEgBbtJu2ZLTKK5Il5mVpRQVZdp10W+uNeTkJLRSsJYtm/J16pmTpxK55S0eGIqxYcoIxiZcHynHii0bWgPdCbsiZme6QMt24mWNiC5MBvjlW6Oxgaxd56C1xnguiGsCHS3LMqsO5F7ojI8bMa21bKkmVTtgVnOWnNiCU7TuWpbpd5VMmt8Yi6wFnIM5DliZq195lVZmpfzIkjy9D7PtFh/hw8meRsq1UAhlU5bAapQU8bqgAx8Q5rbWqtKSE3kMVC4LXVV/S4RB6TNtMui7OCoMfGMhasCaNWvipIW44S+5q5Y+qmhitG2IfB4imligNcYHSrsKKQSgNDjnCH0fVp2gxlYpmhVPZk8aM2IbOtMmEmvBuYNU96WYbrJQBQ9ST0KpEIEaMW4jT8bmdM4tiMBHzg7hBYUaE7Yu+CY+R8rYP5IZrXwPxUabWiu4KTsq7ucjFIDjuEilUgh8CSHyptgfzGRh2zZsx0KiTOQwxuLsjK6++gGkGlG2VrcTx+RM1OnNVQ/ZsMx/WQ0bKSsyROLy7JZlCp8VTdFTvU75ZxiJy6lETjEbT2sNRO0ehBAmPmcKITea9fHKmQyuedtKbFzZhYGMFwUmV46bS9dVftIIxuyEj3dc0A+tTXXil06nEbRSkqABotjYNaI89qhettV8IYVxOxYb0hYpbztRbslhrLlFd7LasniuFDuIN+nSq16Y3U2bTNXprm4TDc9qrwntV1qZSyJneuQUFupzQniwZAE9rg0/VEicQwsUJUqWHCgFLaVxV2ldaTGJLDlyfLwmySUoFOC4CTAwLFt7XsPXKr9WYhd11N+uHjLKlhNCgDPeNs9BOyCRM8soKczizThCL2+UdbH2Q1latBTCXMjRQstte9q06ekodkkuLnTtqNth292w7F6Ad+Fk5iQA1jDDSp8agydOw/NOQyrftJtweVz/htsWlJBY/fZLkQtyZZYcQGUmAT+EVsWYnMiSI6otORojp0yKo5OwIIWClBpQHEm7C8uWLYPSAYLgSDxBBH4Ba9+2Oj6Gk+RGLNl2bPbtXt54V758XReSPUaEKqXh5UsLhz+Fm0ZN5QMvNsdUKm7xEJ4+DR2E5txcFzKKtZluB1b+PQ9H1qOp4kOSySSCIIDnnQaDEcejQ4NIj5+sW3Ol+PIvnk5j8xoT5J6wLfhC4X2X1Abe1utaPlsUJ/vQl+iOXAKDGQ89Fm9LbSMhNewykVP+3ooiZ6jJar6zycRgHqEna4RdeT+tkshRTYucdmyUtNbGkjPNLv9E5gRsbtctU8EYgxdKqGQSg+k8wBjyvqxIsdZlmVZFkWREjkahcGLK11aNskbPFeEhhRD9XQ4sy5xlq4UqlTQxOACMSBQi7kFXUVg1EjnK86tiHYGhY2/CjjIANTSGjr1V97VyE3WafmoNxjgYt2oKAg6cOY3c+Kj5TTE2ZXDyXEMiZ5ZRUTofsy0Ir1DyZzKGwCsYH7PvQ4ZhbIpUwvwdDgzO6LUty0IymQKPdjlhs60DpjuuswJSS4x4I2CMo1A4DqDWxKuzXpQyrk17B63BXA7lmQuAcwtSSHDbhhCizJLDUDh1CuC8zJITCbWqRTf0TbdwJY37SUkFJTUSPIUwkHBcG4meEEKOglumwebI8TfR1d+DyVHjKuxZloSSuqkGqQxAssfBivO6AQBDxzIIvdIFPfBW/fRKrTXQ6PNnxp03dvqkcVVFKkKMjJi6FEN5MNeFTFe6GwuTDQqkle2i6mVaVZNMJhGGIYQwHeWV0MimMwjFUI170LwX4+4bTHt42+qeisfW9iVrxs+lyJFhVD9FaShRakGhpeksP1OEUljRnYh3t0Gd9zY5OTlvQcdFwkAinwnifmxFQVMugEsiRzQtctqxeHmvvFKy5EzBYH4QvU4vfFF/wQ2EwmjvSkwWAijGMJLz0Sg93MgKHZew8P2phWhbYpTC+oKwP+VAnzyBocnWhJQsc1cx24qt3sVyHGUDzYYxCEqbw2iDlJsYB7dNsDLnVjwHVmMSLCrnc6VMvzY3lUJmqHJtGh8bQ3rgLMIwBC9rp6O1+S3OJyRyZpns6Ki5YBgHhAKPuhZrrSHD0KRE+j6CE8fBoyJvMgyNYp9hR3LOOVJ9SfS5fQDaV4HVZjaEEvCFD84chOEEAKBQKMtmYFHPqqgVQtH6wBgruassCzIUxqKjVFToSwEKOD30BqLyexUF8FTVopIZ9uAkTBsGyzHNNr1CHslUN5TUWHNhP9xktNIxD4BCz4rV4JzHnb8tm0GExvSrmqizoaWG7UaVkwuiuVTyYnZd3QOa//n5PMYHzpp+Z6dOQWaNhUoKbcRwmWVPS9lU+X5/mkZ9+XwejDEkkzakzJk6GFmBQtaHUtkayxkDILVGKBQcizdMpWZA/Ln451CB91yR0cLJbAYWFQIMpYYSKnZXtkK19U1IjfdctCK2F9QTOUopKFW/IvJcEFVFgF8Q8XseGxtDOp2uK3KKMXDN0I45RI6Ng1kcwbFjU45L+2n0uD3w6lhVhNLmXzKFMJSQmsFXTbwPXSoW2gjPay4gd1omjlfejk7t0jW9gBDIN1j8G80mSpi5EkBZUcQ6LXKUMhtGJWMhFA4MQgoBGYSxtctJJqG1Rm5ivCLZoVhHLD08BKVk6RPVADiDm0zBy1e5QX0fge+ZzWrUIBow16Ofm98kBBI5s4gKAigGjJ85A2gz6VkXnA/AuKe4ZQGOAx0EkGcHojo5jplyOJtx+l12LIDQAitTK9vwbkpY3ILU0uwGmI1QTAAwPu8iGgoMHJaTQvHqZoxVTKfcsqCEimIcGM4WBs2F6QVQUWCnHBmvaGUgQ12xIw88gYveuQoykGYHITWyXhZdPQ4AhkTKglICAINigwjyOXi5jNlhRALAch2IqgKAjJWCWMvRMIt33MdKR1JMFQMkG6DU1MW5IsteGFn71OSkiTWACbZmbmURNO/wYQSZ6d2Z5b2p6jEwYKqT9vYWEIYjYGwSMlTgsEzRwyoBp2EW+lBqdE2RIeLaHEEkOII5DDyORbBVEjlHBjIYmfTOSeSEpypLOQilYZX1MAur3DfFAG4pZcNU23q00/IT5AUKk0FshctnAoRhCM/zmrbENDqf9jT7jayygwNTZliFKkSP04OCKNRU+jW/QQWmYBIYAGg3qpjepEut0fsIwzY1lSxacoqvowEoiW0Xr4SWoqLWVDmN5hAjnIvNjx0gEpyM88rPUWsTt8dK1ZDzJ47h1IsvmHTz6PN33ISpbD48VFEzR8UlJBQG3vhdKSYnEu6rNl5Uk34+MThgNkDSuAyLAce6fK6cJ0jkzCJyfAK8txerLrzQ+Em5SXMEjCpnp8+Au66J04l+pImyGjd6hn1YHCsBIQUuXnZx05H0TR2XOxjKD0FBgXMXSvqQ0oOUpQsl0KMAOFJ966N7ImU/6pUKWTmuseBEvt6MyGI0OwRdCKCjFF1xZqDCkqO1RmaktLMLfQk3ZUMqHb9HIQL0rkyCMQuMaRNYCcBJCoR+AVpJKCliEWnbNkRofMnFCaB3RRJrLuqr+/5VefApM9WSxTQuGa0UghON4gCKNYcUQs8zhQYLhZLbKgjBnMpK2SqUEPn6oqn6uy5m0QDGclPOeeedB8YYbFsZMcg0RCiQSvZCKVMvKJ8/akq6RwilEErVMA1W66gjtNIYywUtL4rNFlmsDkIHELfkUIyBR4cZz4fIeqJebOq0VGenSFUZk2MPVu76e3p6kM1mW7bklPcCm46h41NnSSqlIUIVi5yJkSw8z4cQYkpLTC5Xis8YaVDCwvwm2iPIeFcXVJ2aTkW01khYibqmjVApCKnhWgzgHEIDPGVETnDiZO0TAJTkAwPjDrSus4nRsmIemxFRaQooAXALvgQw8CK6s8fBhJhR3WVm8Xj+4pZVK3IAI3SiMZlTp6DyhVKSgZCwXReMccjIYzA5Zr5zrXR8iPGzpeQYpRQY43CTScgwjFvNAICfz8WfrtY6LoFi9BaJnCWL8j3AstC3YjWgje9UgZssnsAHL3jI5SvT/LqXLS87QFTgrsmiTdVw6cAPz8LmM09HL8fhDl4bew1KK1jchdYCBe9kbMnRAPLydTDYSPaujZ+nAWhPAVBQvoCbTEJLBQ0FgGNS5jGcGzIBxwmToj5x+iygFHzP1MABq00jB1AhOhJuMqoPZAFQGIsuXssOkM6mobUJ7i3WkrBdCwyVxwy8fN2Lk8G4q1jZY5ZjQUY1cxpOXFLG3efF8HDtQlGMOQoCQCgjcopp9xOTsKoyd/zEMohcc4Hp5bFYE1UZXq7rRqUGPEgVgjHTzd22HDDGEMohCJFFLvc6wtBMaiJq0VH96ZRnjHDG4hL29QS2nGJxSw81977SQ40XI6FUyZWmjWujGaqzyapbCBSbkRZhYeXjruvGjU5bseS0UiE68GTda6AYdC2FgmVFu3gNpDNp+IVgWleT55WsVlM2aZ1x5gwzWXw9vZCT2YpHQr+UfZmyU7C5DQVV0307PVyAbTGTUs45JBjsVAo2Z1CxK6X6Oy/dtngynq98vxRfolQxxboNQi625EiA2xBWN5AfBYJsLFAOHp+51ajcklxxf5n4Efk8IASSPX1gYPBfeQWMc2x857tiF/3YafP9m0rnGrZbqopsLDsmu8pyXMgwgHfkNQBm46ShYbsuJsdGoaEho+vCNEqe8VucESRyZhElQlP8z/ehlXGnaMtc4GE6Dau7G0G+tJjpsXH0rCi5loqWHP/IkTjWoFm0UFBaQwZnaky9A0cbLzDN4FoufOlHP2AbWouKbATleVA8gMW7wBhHJG9MDRZuQUNBjvtwksnIkqMAMOSVB809KCXAtblw/TCEEHnks5OYHB8D56xuWnP/qhQAQIhRJLuS4JyBwQYgMTExBoBBKR8TI8Y9I4VAemgASkqkhwZriv81CsgDEM3RZbt5h8cutKlMzbmhQcjJSQQnT8UVrVVV/xgpBcSpk7GrCgBUNgPW0wswICz2hdl8BeTRN0rPy2SglIwLfJU3EC0XOV7V6+XSQeRGDE0dDktjJBtCIw/OkpBqHEJkwHkiNuMLpbGyLPi2SLcbBUUyU8JeKo3JBmnbYopil40apNaMq5rYg7LMNqEAx+LxxyjKdqdTkRnxMHHkeBwPVRQ56UKISS+saenA6mxA1q9fH9dlahavhbglN2kh8Gs/14lI9JkgeuMaHjubA2MmCNu06yh9CNXiU5cJ/XpurdHR0SiTZ+buRy1Mc05n3dqK+yfHvDgjbF33OriWC0/UxuT4njC1iiwLEgynJnwk3vY2JByrYVZqWFanivEEpPSgtUIuX7JgKeXD4m2qd1T8rJUAuAPpRhuVsBC7ml4byDZ4cvlh6vxwG1jm85kgfox3d0EMmgBrJQW0EFi5fgOyY6Pws6YUgBUlW0ycPQNVDERXRhwX65slurrimB0jchz4+RxG3vwdAGP16+rtQ7KnB5nhwahAayRyFCo2hPMBiZxZRITC1L05cQInXn8NUipozsGSSch0BlZfX0WfKj1ZZYaOzIgynUZ6cHoTqi7bDfrH0mAAuNVdc5FkRgq1tRVawOEOlFbGksNcALyirkT+jZdhJ3tgoRuABaVLE7K1IgVoDRVIOIkklC4Yywo0tMWhL1qB08NnkLSTEExCWhyefwpSCuTGxsAtVjet2RT1A4QageNyLF++Ak7ChdYy6uXFoZSH7NiYKVYlQgjfR2Z4CG4qBSdZeSGKBvEzGqXqx/F7snndc6o4nldAmC9g/LXXYK9cAeH7CAcH4b/+OorSKPZ9R0IkNkFrjfGBPJTU8N98EwDAXRcqPRGXrg9PnTIBg5H1r7yDeFyYK4oVid+L1hAFU5uJM1PlmHETTKvVEWjdA6U9TE4eRrl8E1Lh3Rctx5XnVbrzilWAtQYszhAI1bB3VLUbqJxmRU412fHSdyYii0tm0kd3wkaodN11QSpdUdBPhBKTb5yAHB2tOM9MIYyFSDG2DAAQ1reySilbclf5Lbim3aRdkdEXv2Z0fkWLJ7SJWWOWCQAVoURhsmy+qZgXqn7/dSw5vu9XiJzpAoenorjwJS65pPJ+Bvh589rdTjc444jyGvDa2GvxuCA036/iHMmEA3CG3pRjrIl1RRgDwtJ7Sg8IMx/kfgdoZXrkwVhyOE+g2UDsqd+kOYYSAWA55trTMG6s6DpsJsNqYqBOleYGir0YRzg+7IH39MJ79RVzDoyBwVQrLpw+jTAMobWGX8hD+B4mx8eQTZvrp3zzYDkO3GQqbu2gYfpl5TNpuEmzsRwbOIt151+AZDIFP5eL2kws0picBx54AFu2bEFfXx/6+vqwbds2PPHEE/Hjn/nMZ3DxxRcjlUph9erV2LFjB45EbQsA4Le//S1uu+02bNiwAalUCpdffjn27NlT8zr79+/H1VdfjUQigc2bN+MHP/hBzZj7778fF110EZLJJK655hr8+te/buWtzAlSmsJI/vAQnEQCyrGgOQdPdUXBtKW6LF4uC0SVb3XkUtDSmG7PnhlFPuPXVfSe58Wdj0XZJA9pgsfc1CWVKcWeQJA3hd4mpjD3T4VjObC5HddMsKxUhSVH5MfgJHuRsNcay01ZOqaVcqChkM8fQ8+yFUgk+6DOnoUMA3DLBnMtjGVG0GWnMG4DOpGAX5iAlAJ+oRAF2TXuAq61j64+UxQw0WVcaZdddinAOMbHh8BcO6qnI2KBuf6Kd6K7v7L4YujXn3wYAKcocnTpzqK5uBiYXC0gg1wOViKBfGbCBBmnJxCeOBH7tZWOggq1jgMnJ8dHERx9C/mxPPLpAPm0D+uyd0BJBd8zgcxFy47MTFZUhi4uFOYzidxeUiI7VjKPTwzmwWGbbtqsmJWhEQgJIdIQQkKpAjxvouzdG6uIV8hjTVW6+MaVpXgy22LIBaKicWc5OmzsDmnFaln+OyjPBFPaxE2NDxVwXn8KYYNj+kJiIl8yrYtAIhidMMcbH4/P0wslRNl1xKLxrEEz3VZicsJAImxF2LHK9x1/v2Xvf/WGXmitEJ4+A6lKzWv9fCNxWfn69QKMTXqwcYPJTAZibBznTIPPprzxbdEyx4QNBobH33q81GIglLAthnD5SqxZvQyMMazpTWJFd6Mu8LosZV3Dy5umpGE4DtvugxDGsqGUH7WuaR+ZwTOA5URNigEoASYFAqEqKoM3Qk5X+qPss5RCwctlkR4uQPb1xhZhpRVsy4H0ffAggGRGwAvfhxQS3X3LoZWJF9W6JExWnLe+JsiYMYZ1F18KxjlkLgcRBOBDw0i6rumKHpYyuIrX4XzSkshZv3497r33Xhw8eBDPP/88rrvuOuzYsQOHDx8GAGzduhUPPfQQXn31Vezduxdaa9x0003x7vHgwYNYs2YNfvjDH+Lw4cP467/+a+zevRvf/va349c4evQobrnlFlx77bU4dOgQvvCFL+BTn/oU9u7dG4955JFHsGvXLtx99934zW9+g6uuugrbt29fEEW4ypEihKUVlq07H7btgK9eDSElhobGIEQYxZcI5NJpZIYGY9O4Ohn5RoVEftJDNlfAxFChrnjP5XLoLaalVxfKgwTnjvGZRk8ePZ2DlxMVBexaxeEOtp23DX1uLyxmIZFYC5SZunlSAhbAlAUGDmiJUEadtjUz7qowByvPTWVnJc3Ol3FYlgPPVbBgIe+HYJxhcjwNGYYICn58wfi/ez0qTlV9dgqMm/fWVchCa4nu7h4wWEimElhx3nmw7cpsBNt1K1IwAxlUVB2uppg+XmTsTA4jp0tWuOHjkzUCMvQ8Uw8o+o5FJmPiErq6gMCHSGdMDQzGTD0dxqBECJXPI5zMoZANEORDTOQdjJ7OYXLMg7LduFWEDkNorWJBK6SMC7eVArIFgrLaOiJQcCwXiUQCvGji5sZKoXQBSitoXUBYKH02DMCla3srUkiVUnVT1fO+RNKpP8XoBuIAaN6SY9m8IgOuJt2dAYVCiCvO64NUGifHakW9FyrY0SIRHDsGESpk08bdUWy5Yo7FIMrOy+IMbww1djUUW2VMxVjOfBeTIzMrPHdsNDrfMjdu97IEepAFvHwsuIturEZUu7VNKnzp92JK9psaKCqXg9XbU32IafHfOmq+mKlcXhqYGMojHVkj+9CP5cnleN/69yEv8tG5mc83VIAdCel1/SWRU5zvCoXTAADL7omFDGM2onwsaCVg2z2QMnJPRq7ztsTkREg/D20loVkktLQpnjmS9ZFssAmoeH7VXFSsTF6EhyK2nKRHBjExOgyvIFCwOYp1cpRSJovU9+AmXJOtWShAKQmlFcJQI58RGDw2ZlxMjCE3EaJr2XpomN5YvMz9Wvx7+DfPQ4oQKp+LrNym96JQ0sxFSi8ud9WHPvQh3Hzzzbjkkktw6aWX4mtf+xp6enrwy1/+EgDw6U9/Gu9///tx0UUX4eqrr8bf/d3f4eTJkzgWmTU/+clPYs+ePfjABz6At73tbfjTP/1T3H777fgf/+N/xK/x3e9+F5s2bcI3vvENXH755fj85z+PP/7jP8a3vvWteMw3v/lN/Nmf/Rluv/12XHHFFfjud7+Lrq4u/OM//mMbPpL2oYQAkwpWVzfAGOzeXhQKeaD/gnixkzKEn8tixQUbYj8tytwU+XQOjOuo4N00O9yqxUFDgFsOBgYG4toFQSFEGEgoqStcGq3gcAcb+jYYaw4YXLdY5TZ6falMV2OF2JITKLNgMGa640rtIUznYLk2oIxVhTMOqYHggm5ooSCFMbUraapAa6XiSVpOTBgXkV2ZlcKYsd4AgPZl/DfAkUq6JkuLscoLtrzEvNY4lT3V0FjNOMOytcZiUVxUvVyI0VOljA4vF9bGDUkJ7hiX2sjJ49C+D+X54F3d0EJAHT8BblvGOla0mAQhmJuAKuThZQMoBeQDB0FB4MIrV0I7SajJLIZ/a2IKyi05nleoyfIJw7Bi7i4XBVoHYHAB5sPmHBpRPyv40NqNv1sNYHVvoiLOZ2RkBIODpeDNgYyHU+N55AKBZIMePVO6q5osHugkLAyfLLUZEIGMvQz5KGZFhQr9XaYsg1+2ay5mZvlCIhEJsYFRc6xJz8SLmADWKBOQm2yxIrbFKtxc5TQbt/LagHk9EdZaTarL8ZdTrZ3CMhGjyhaVvl4GOC5UtNDlMj74FN2vgVJQsWWZ2lX5QmWtl+J706HJ+GsVlZ2syRSsgRl3azE2RwuGHqcHyxPLkfbSSHsZjGcDMAA5X5oMq2KvvzhYf8IEJMussWg7K2MhY9s9UDqP8mwrrRVCX8a3pSxUZBTWKycBTFNgMkr4EL4HzVwgmYAuFKAZR9JmyHoCPQm7wj1UnrGUHTdWV1UVHxVELuv448rnY4tjIZ1GZjQPPx8g8EuZrBoaYRhAeD76V60x7m7Pi3rUKQQFCT+fRmY4Cy+bBeMMuXQIETDk0wqFTBqpvv74E3NcE7cUZDLG0hS9vu26kEIg73kYPGrOs52ZvefCOcfkSCnxox/9CLlcDtu2bat5PJfL4aGHHsKmTZuwYcOGhsdJp9NYsWJFfPvAgQO44YYbKsZs374dBw4cAGAquB48eLBiDOccN9xwQzxmISFzAXgqiZUrjRCQvgfbcY2rpKgJgiAutQ2gzN+qofwAluNCBGraHW5NBVEtYXEXnuchnwkwMWB258XFrTyGoRUu6LkgOk0dV1Mu4vtRcB9TgGJg3MTFSFUMBuSQchJae8gNv4HeVf3QSiE3kgFnHEO508jbHmQoAM5g2RpaWxAiByHzscjRQYDB8TMYC0sWvvTQABgcKBVAaQ0IFbnKNKAZvMkJUzNGa2S9UmVhznlpImEMmeGhhvs4J2HFF+3AW2lwi0GGCl7U04dF/ynG6IyeiXb7Mqp8zTly4+PGjKx1XEWU5XKwbAfQUR2LqFiktXw5dBAiPXwa1tp1CFkCgS9hORxWwoHI5ZE9YgKQw0BgYtAsvKEI4wWpKHJE1B+tSPEclVQQIgvb6oXIHTNZK1GNDY0AWibiIHgnWkDLRU4QBCgUCnE9ns1retCfchEIBbfBopoZb5wx2Kwlx3Gtit+wlCZgcvR0Fm+8NQGgdClxBkwUQuQjC2axDEEQFTUMz57FyeEMoIFQKIiRUbMQRwcYmfRwtKwHl8VZw4wt13Wbqi5ejMMRoapZCILjx+s9pS5xQUIGTAzkS0H0jIFbzOzWpUKQF43iVeH7g2DMxvAJ44Iq/naq2xsU3VVayYbBr1Ohcjkw15lS5ALGShfrxOhjdi0XBc/D8NgYTo3mwRmDJyQSjgVdHuStNQqHDplwABUAMG0rumDmLcvqgdI5lIscgJlYxShJouCdRBCMYGIwD78gkJ0ofQ6jp0sbmsxwYytcwY8q2Ic+tHaAVBf8U4OYnEjDtThsi6EnaVfUkRJl3oihKAPRL1TO0zKTQX5oPN70csZi0ejlclDCQuAXkM95Zt+mjPXILxQgfQ+84EGFodloSdM2J/QUztu8GSIUmBg8Y2rXBgoi1HC7+kzPq0QSVrROuVGpk3ByMhLGkZhSgJ1IQEmFE4dfbPjZzCUti5yXXnoJPT09SCQSuPPOO/HYY4/hiiuuiB//zne+g56eHvT09OCJJ57Avn374piRap599lk88sgj+PSnPx3fNzAwgLVrKyPu165di0wmg0KhgJGREUgp644pFjZrhO/7yGQyFf9mC601lNZQoQZLJOC6CazacCH8wZyxbkhpUsQZhwx9oGoxKHamDsMAluWYyWo6kSOqHxdglo2uri4EBQEpdJTNZKwNqVXnZpJ1LfN9KpMQD4DBy4XQ0CikjVVBZTJgtgNm21HF56IJnyPvH4WGhPByUDYAJeFN5KBCH44Yhad9DA2OILWsG+A5aAko5cHzzsIPTa0ZpRTSR4+AWyWXQVAoRJacAC8M/AYqCOPdWCGbhQp9+J4HDdM7nXMLhcmMifNByQQ8OVK/WziAuEy+eT0ZWchM9kJ5M8RiSnl+whRlM0G9HD0rViLZ01sKSvQDMG4BvmfqXZTCj0110Q3rjQfL88CWLTcd7XPGbed2OfBUAjoSmulBs4MrtyKUpzIrpSDLAlylUNAwLkwhc0gmlkMFOdiMwbJTmCyMgDENaBv+8WNID+ZgR7/T8nopQRAgn88jlzPvf1VPAu/asMwUfoy+95NjlRkvfqHxDriZX6VSGpbDIUNVk9mWm/CRL9QuokOTHk6eiGKgZKnsPANMRo6Q0KGAYBz+G68DSiE4bn5vAy+8jHSZi9fmvKHIcRynpRYqIpA1lsPqrLupiOONNJDP+BVFD4u/V86ZiXWqeqFiTZh8/i0w5iCf9aLx3Fjohk7HY7U2QepSCBTCU1CF1t1syvPAu7qnLCEAbRrkdvXUWoq8fAihQmxe1YO+lGNmn0QCumjJYcVNUAjm2NC6OAdwWDIVDTEZnrm0X9FyQAQKWmkUvFNIuGshZR4iVPBzIUK/dE2NnDgWZzE2tOQohVCb19NWAlpb0KkU/NPDkJqBcYZNq7rhWhx+KGNrTrmF661Jcz1NjphwgyCKsxOjo8gfPR1fQ67tQEdJKloqcOZAhiHyEwFCweNjShEiyGWhfR+s7HW0UshPBkh0d0MricE3fxeHBZgiqSkEvnFR2Y6Z+3tWrDGP5wqlume2Ay8Xom/VaigpMZnOTOn2nytaFjmXXXYZDh06hF/96lf47Gc/i507d+KVV16JH//4xz+OF154Ac888wwuvfRSfPSjH61JWwWAl19+GTt27MDdd9+Nm266aWbvoknuuece9Pf3x/+msjDNFBkqFCZD6ES36cGkFLjjoDCUjs3JcmAQbM1qCM839R7Knz9wFrmJcajAh+XYJiBvuh2u0hBlgaVKC9huAitWrIAIFexi+wQGpHocgM+s2KDFrDhFPJ8OjHh6zQSay+EJMMcFs4wlhzE7Cs1nCOV49BnlkBZZQEs4SQfB2DF0cw2bO+CMwUomkM+/ARGY96JkAUKaTIOR0zmoiRHwshpAYeADsCBUCDXpIVNMt4ZZlBNd3RBhCNtxkOpfBstxwMvN3NHF6nuN3Xg9K0rBtoluGzpabAGNQiYw+0BVqiqqYTpBa6UA1wUYQzKKoSp4BajAMyXY/RA6yuhhjJlFznFgr1ljLEOBD55MQasQwdAImGV26dnkGhRbf+fyg8ilAyO+YAROdQCsrJqUGQA/H4KzJJSlEcpJcK5hWw5CmQNgQ4ZJTJ7NYPLoKWglkM/nwTnHWFQoTCmFjRs3Vrhcqts9DGcrd6MznfuCgoCbMtfMRFXmoY5UrNaAVRST2mTkpKOmiMOTpQWOMbO46EwaKvChXReFVC/k+ARkJg0hFdTYKLJ+qYCbxaOGqnUC5WzbbkrkFK03Smnwqt/clNWxqxgtE+VeTlSInN4VSRTLjBcyEzXPzWaPQOnQXJ+wAJjzLlpyvEIGQTCG3IQPESpoBfjHj0MhRHjmNMLTp2uOORU6CGEtX2ba2zRIHhg7Y2orOcmoACgAoQRsbkMrIC9CdLkWNq3qRsK2TCdyqzQPFIs4McsylpzQtC7RXhbFeBuL92HsTLYiEFsKk+jhewNYtuzdAIDJkQKkUBCRK2tybAR+LhfNNbW99EpvVCJ0TRNgbSWgrS7onuWA5sBkaTPu2hyZMS92h5VbuAqRZdTL+8ilfRx/xczt2vPARAARmIuod8VK6OhvDSA3OQaIEFbShefJOMZPhCHC02cApbC8bzmgNQLPuErzmRChp5AdO4NcOl1qy+B7KGRD+HnTN8uKXJReLrLoFor9z0xquRoehdvVDaUkClIhOzb/fdxaFjmu62Lz5s3YunUr7rnnHlx11VUVGVL9/f245JJL8P73vx+PPvoojhw5gscee6ziGK+88gquv/56fPrTn8aXv/zlisfWrVtX4d8HgMHBQfT19SGVSmHVqlWwLKvumHXr1k157rt370Y6nY7/nTzZqDLmzJFSQ4Ya1qp14KkUcpkQmbODWH3BhRAqRHFLxRiDlsIUpgsjoSMVtFTwcjloaapMcm56PoVlC3cNWiM8fQZhIJFL+9BKgDEbgScg0x66+hJwkhxWsUVCFKw2MZSvqDHSLDYzGVZK+RAiD6UAlTG7j+GJM+CpJLhlLDm22wuuE9AQcZyMVHn4LAQ4M5H6fhbnda/DitQarFqzAsphSCY3wC9I6Gwe0s+BWykIPW4myMBH6SfM4gJUgQogJ3LgsdhgccXpnuUr4CSSSCRTYLaDVK9Jgz7x8otxmwdRp+txkUSqNJmuubAXWukofZ0Zy0K0G4xN7CkbwyeGAanAu7tNV3oA8H34iQTGTpwAs21jck5ngLFxaACFkRGwhPF786gzPdZdgNAbhgxNzSUTeGmZYokhg5cfgAglRGCE7JkzZ2pFThTwOzHxfHwftzgc+zwEMoDSPrg26bncUmBwoUUvRoYEeBiABQK+78OyLGQnxmMXVbGdQSOyVfVypGzN1SGLGYfFWDahYDuWqRlT9dstCAk3ElnLusykXHy1t6K6JJmCQGbY7EL9XAgVhFDj49C+D+0kkNYWYHGE2bwRxtpYQeOYBIuh27Vr6tsIMWkEQhDUtVbEMRLFwNhsAKUBZ/AMTk+UldZvodt3OlOyZvr5EIWwZFF0knaUORdlDFZ9Rbbdh4nxX6O7+xIoyWHZZgDnHGGYhlIhCoUTyKbHEXgCSmpMTqShdACZzSKIkiREWVXtehRLH+ggAE8kSj2VBquSRbT5TKotToEKTPVjALnAR3/KQX/KwaVre0wAtG1XjLf6lwGWDSk86IkTADPigjELWiu49sUoZItZQKXSAEoBicRa+JPLoDVQyIVmsxp9X7mxMXi5LGTxdxg0EjkKYRSrqJxuaHcZdPcy+PkCUDCflWtzuDZHIScwFgWPnxw0pT+GgzAuGKikhpcTyEUp3joITS+7aENb0eIBQD6XhvZ98O5uCBV1K7csSM8Di6y8qWQK/slTkeXPBpTG4NE0LEtCypUQgYAUCup3r0D4EkpoWGXzZTF7U8VznUYho6E9H95kaEIiLAuTE5MVsU3zwYzr5DTKrAAQ73TKHz98+DCuvfZa7Ny5E1/72tdqnrNt2zY89dRTFfft27cvjvtxXRdbt26tGKOUwlNPPVU3NqicRCIRp78X/80WSirkxj046y4CSyQgAwU/PYkVG9ZjcnwEk7kM4EZ1RcIQzLLBVHShSgFoZQLWtKltwC2GwPMhM5NTvKoJ7JOhQj4TwHaMyJkc86AmQ9i2BWaZhpRal+qnjJ7OmoklotEOtZx8JoBtmcDjfHYcUg+VBUZr+LksEpvXwV61BlpLcGsV0l4eioWxNUkxU3VYW8XaFgGSidXYsvYaMABn5AiW9V8FNTYO7YdQXha54QBKZU3Uvh8gXyhOUBwiEjmjhREgMI3iJgbPYPzMAPxcAUpKWI4Dy3Xhui6YZaNvldlt2a6L3uhvoSoXzXIffDmpXhcaQFefmXxNo1CJ8mvasjlyE2PQUsDp74cs1sAZGgLe9jbkx0bBXRdd/ctQGB8HHx0DYwzZgTNAT08UxxN1cE8kkegKoSKRYzvcVGpWApMZCT/MIB9da1oD2WwWlmVFQaTm+xQwsR5S5irO0bHXQSgT3A2p0Jd0YFkKDDaYXA9Aw1I+pC+jeh8aYeBjNLI+md9e/WwjxpiJkSqOUxphjWt1aorFA/2jRwGY359lMyw/r7syyJsB+UAiEbnwLlieqvgtb15t0mQLgTS7WKEwfnwSg2+MAfmCMfvbNgIhkbz8cqQDidALsBYF2GVNDC3OkHKt2KJTpNjdWgsBHoQIwxDpMrEzPmAWMz+KV8qO+SbNNp/D2TKRgzqusKwvTEXgyOg4MWiOFRbNYiwKPkaIoLznlo7c51LUGE8Ys5FMrodl9UNLC5ZT7GzNEQQD0FrDcfrh+cPGQqk0Mpk0tA4hwhDB8WPmHE7VWnTKfxsyk4EqFMyCa9vQQQCtFSb/7d8QnDpd0aevnsU6YSWQsBLIegJCididsrInAffCCyuCoLUQcC44H1ZfL8LTpyAnRqFyBSDIRyJHgLNEVKguAalM9/JAnYxKQWjj2hcKft404JWRa87P5xEU8hAihAqmaFmiJKSMYuG6L4D/xhuAZUEUctC++d76Uw5saIRK4/U3J/DGUBZ+9Dpv5X1oIeC98goKSkGGMg7I12EIa82a+LtkFgeUQCEbID8ZRIX/TPNnqbnJvLRtyKEhuLYDlTe/s6AQQAkTQ2P8fgyJ7h5wbsPLeQjTWWjbiRNVuG2jN4otLSatFEtnKDA4XcvAhYAXlShxXBeeF9atxjyXtCRydu/ejZ///Oc4duwYXnrpJezevRv79+/Hxz/+cbz11lu45557cPDgQZw4cQLPPvssPvKRjyCVSuHmm28GYFxU1157LW666Sbs2rULAwMDGBgYwHBZJco777wTb731Fr74xS/iyJEj+M53voMf//jHuOuuu+Ixu3btwn/9r/8V//RP/4RXX30Vn/3sZ5HL5XD77be36WOZOUpo6JFBs+tOJo0p1JcmpiIoYCI7CXm+sTxpKcEdp5SFLSWglImY1wqaAdxiGDl5FDqY2oythVHg0ICVGwFg4ha0MBYhEUjYrgWtTGE4rVRNifjchI/Ql1M2dixkAzhRPYn8pNm9ahmdu8UhfR/KhummDgU4SeS8AIGfB9cOFA8QKi/qqisAmIJ6vb1XoCuxBkOehJewkZ3woIZHoUMJNTCKwmTWBIeq08DACIQw7qPB/FDcBuNsbgAIx8EYMJn5LXITE5CFEJOjw+CcY9l5F8BxHIiytPH+NWthxxMlA7SOq3wWMvXjB7r7E3BcC8vWpsB4qadQebYEtxhE4EOcOIWgZy1EwfSPkbkcpBAmA8+xEYoQvhCwcnkoKSHHJ4Co2y/jkQtMmqauxirFYNkcfSsSxtXCHfjhJEZ9H2Ek9lzXheM44IwjN2HuK8jBmvfBbQYlVBRorMC0aULZ3dUHrW1ASaxa4yAfeLAAjA/mkB3Jg1kW0uOluDYxXBnLVBNnokwqqggE0umyjJLJSahcrq71QqbTEGNjsRm/aB05++oAuMXjIpAVzylr6aCkjsVA+VSroBH6AqFveiCdOZVG4Ml4UCABMIaQWRB5D+elbFiFUlyRzTlw5hTOX5bC62+V3A9xNp9S6HEd/Pa3v0W2TPwVrzUvlLB0iNA3VYitMECuQcPGIifH8kgPF8sCRNVtARTyxfYB0f+YQvBWqYqvqbcVnVuNAU0j4bwN+XQAJS1wWyEITGVjKfOmHQAYVKigJKD8EH7Bg9IBRsv6F8k614gQIi5WqXJ5BMePQwuTlfX/Z+/Pdi3d0rRM8BnN38xmtbbMbHfeRJMRkFkJlFQUp0gohMQNxBniArgGxAXAHcAZSFUShwUCgUoq0SRRAXhkEO7hsbfvxrrVzX7+3ehHHYxpa28LB1SRSk8XKR+SSbaX2/K15pz//49vfN/7Pm+yljwZwuMj2Uz/7fFcho8XHzPTM15vR2xIP8dZuv7173/7c1erMualCJ2TGWEcSjdHqNP4vNzjUnwb7wDmW95VysT0XruV2Xx+d/p6xE8TKYT/6qhu2FvcaAnfGT3FrivFPhCO5fP6tTON3xeUyOFg2Q7uSWTcxwQxENZr3sbSQXvSeeeE/s3fRr037Jy6qHdffPn0+x/7R6QSWC+Zvv6aDMiqJkzTE+hSffoDpBJUTcPldc31JwsQ5ZntrSUPA3lxiXfl+lHf6ZY9wSgzpBCRSiJFS4Ug+kj0EaU0Mf/vl3X2v3X9mYqcx8dH/ubf/Jv89m//Nn/tr/01fv/3f59/8S/+Bb/zO79D27b863/9r/kbf+Nv8Ju/+Zv87u/+LmdnZ/y7f/fveHG64P7JP/knrFYr/tE/+kd8/PHHT3/+8l/+y08/49d+7df4p//0n/Iv/+W/5C/+xb/I3//7f59/8A/+AX/9r//1p3/zu7/7u/y9v/f3+Dt/5+/wl/7SX+IP/uAP+Of//J//nBj5l7liTGRniBHq73//9AAS9Dtb7HyiZMoITp2cuoZ8OhXGiEgQdlvI6XSBp0KT/P8jxyrFXA6CPnzg2lBKkkVCVZKcizXRfvGzMmvP4E6nsRQzKeYPTqBAeTCdbtwUMhd16YTFEKnrlydraUBUFc3diIkT3xy+Kf9mKdGyYRoMItYkZejCkdnN5alzBGYqOqameYmuFN9vPuV2W0i+pETuBmLX0bmOnC08PCJy+cynkwtEaknKESg3srNHUozUSnHx4iOUUnx96gao7wjig/dP8+b6Ykk9mzOeHtz+v/EArhrFbFnTLit0rWiX1QcnF6VKhykdj+SzK/z/+oekCNN2Q7ddI7VGSoWxjlRVqGkibLdUL54zWEEXHFKK8m/GnmaxfDr1tmcVs7kqxV1VcRiOHH3CHUs+19XVFYvFomxw7xPN+fnWsdKSh7t9uVakPImN4dn1b5YxlE+IusLHiJQFKOmNw/jAw23psHRb8wFOf9hbxOP9t6dNIfjisaffbRn2R5TKPL4qG+Dqj14Ru47Y/XyXMsdYTqKn6+5pM7TfFlcfPEJz0dtIUcjAZvAfgBHh1IVsFMfRE31kYxx2vSaEzKq33NeqgP9yxqLo/vDHiPRhgSAF5MMBJQTTdzY7fygjBOcDIiXOz88/OCy81wFt9x3ZjXiXiOlJRsKq+w61+Tv6uv6kCXLmW4fU+4LnsPvwffNuwJyw/aREun1HDPb9Yf3nlhIvSwEaJEIkpukNQgiM+SNCXzp+8VQE23e3xJPo/GGaSncmfQva++6GdtyMDCfnHzmTuo54PNJ1EVLGfvUlcjEvCAVrnxAAs7P6ww9VQKtblFRcLWq60X/gQgL48z988fR3fXODPN3bOQSyH8n7O6hapFDk7E+dIIEUFfZUyCHMB0yhY+/KyCZmwnjSlQpR7uWc/6usnxKQGukPu6f3ZFqV3zcKTVj3TLtH1MMdyRXxfwyJ0YUnKGTMmSllPu8qvvaW/J0A4pzzU+7et5+5w/XHMoqrG+TivJCJneKr/+f/A/niBWq5JJiJ5B1yPiPGjKoEFy8/Rh533Hy2JEXQ/RE3TUjTFxNoKj+zns2eft57ez+iuIOF0uScWTZz7KGwdoLjRFL/72hc9Q//4T/km2++wVrL4+Mj/+pf/St+53d+B4BPPvmEf/bP/hkPDw8453jz5g3/+B//Y377t3/76fv/7t/9u0+jkO/++eZP4cH/6l/9q/zoRz/CWsuXX37J3/pbf+vnfpe//bf/Nq9evcJay+/93u/xV/7KX/mzv/pf4EoxI5MnhYyoKuzUYXcdySVSilzcfES/3RTwmg9IXSGlJh0OiJwJhz15mgoscBwIvtyIf/rEk6eJ/Z8KNEwn5su3wZ7vlSmC+UVNVauT+wvSYUs8idam4ylA0kdiSD+XX5Pet5xTKYKu2iumvSfFzGLx50oHKUREVVEZeHV4xRTKgzimQKVrYgQRK7L09MMasuS4OpIy+DFiBv80klvWZ7zr3hCEKA4iH8mHA9N0ICcNMhBPI77u8IpEQlWQBwsiAoKUSqGnhCTHkidk7aq4jk6dKO99EYZLxbjfI6uK+eXl09z9vyaQBDh7VjpJ87Oaz377issX8w9PLgLGqSNPhtScwc0zfJ8IMRZAoFLFYRcCXinENHHx/R9gmmf4CGZ/QNeSZtHgxo6qbp/0DHV76pKd7OmL+ZyUoP2D/4D3DtN7qqoqm1J6DwX7UwGUlI3v1bs7QCKMRVdrYkhcv/h1sigOuiwTWQpenjV45wku4GN82rSnzpHMt9emGTxiHBhcYNmU6+3QWUJvMF3PbJ4Z9mUDtYepjC/+C8Vk2aTCB4LMnDPiRNF+TyHer9dPYu/BRma1Yn5ervXjYXivvSUDbvLIVrHqi1h+8oloDTHB485w1Ppp5JjriuPbHVpXTy624WARQiCnkem4w/TfKe5efwOUYiXHyLNnzz6ISHg/Wvvyy5+RU+LxaFhvH55gjD+5OxJOJ21/+63+zo4jo4sE955enBn25f16j+hPp+iKt509CeATcRwJ+z1+euS7GRslUfokHrUR03seX3dF5B5O3Zm4JXnHdrvlPX+uoBIyq92WIcbCRNlPvL9V3NffPP2MzW2H97lce1KQjCXu9k/REnG7Q85mZWRt7VPR9vz7Zx9Qr4X4tkiXQiBTxo/fXit/OsC4+Y3fKKOkEBAocpjIdz9G6DlSNsxmpYPRaouQNd22vKaMxR9WSNkgteDufktiRwqZ6CJuGk9awFPeW4j86c5Yt12Xosg6grfv32zc6dpO7QVpjPg3/yv96oHk44dMpdNnstlOhJToZMM0joy9Q6iiyyzXHx/87GkYkK++Qdcz2uWc5Wf/M4uLZ5jgGQ49aIVUkhQ82Trk8qxc4yGUw3DOVI3CmUxje3Z3r4nrW9J3Dkiz8wucCUydO30+ohR9PhBigYjq2YIwDczPrhCyKa/nv6dx1a/Wn20dH97yPoI1O9CzlugTqtJcXv+wtARzLvP7ukLqGvfqFTJlwrokVR8e3+GsJ/mRseOD2TVAfHxk/QdfPI1IxuGkCZHiaWOQ38naaefFjv7+IS6mO5ItN810ouF2fc9qtfq5/JocY/lzeqBCJthECuWBmULEDR5RV2ineBwfsbHc3Du3R5xpUn8oIkhvSdHiQiRutqQk8IMluIS7LyOV9mxOkBnfNPQHX3Q4zhO6PYNOpIu2dKPcmv5w4K6/pY8desqQzhl9mb2DKMTOdx0pfUNMR0Jw2PHkzvlOMvfju//09PfgHM6tPzj+pnH84DNoF6X7s7xumJ3VH3Ry1m+K/TgGS9YVSWiQkqkfqBcFApgpgMGYEkkqxGyGrBtGsSTHhN/t0DJx9myJvb8/2d2/HetIMimLk7hQk4Wg2e3x3jEeHW3bkkNmsgbvPZGfH4lY/w1RW6KVaBGpmr4Uw1oTh4m6KjP/JCXqJGItVnSBnUZSSmXzzpnHu83pvUtI79mPnotZgfEd1iOMiWAsUqYCIssZ25myeZw6BGn4DmQvJQj+gw7msLcnYi283k3kmOlevSWHiJsGbIg8WzSnb88c90cExWqdUuZHb8rnPbqiHVjUCnKBUco6M8iKqT89wBdL3O6AbKqny2A8uqeOazCGME6kcSQZQ7+6I+eMD+mD6+ZJmHu6EffrLcZ5OhuwzpTOEGXfeq8/St/Jsovv3Wnvx2k2II6l0xO8Jx0OpP0OqSSiUaB1uf9t0fykUOB570/l7+3gUP577BwXz06W59PDIaeEGT3WWlJ/JOWf8rh7KP/eGJSUBMD+8U/KZpgz2Vm6riOnjBldeabEWDoPQhDGieHrN2XEEgNysYCqwq/XTzA+XcsPdDntomJ6gvFlkpBE8+318N3C6v3yr1+TpgmRJdFP+K9eIanJFI2RVJI2dUhZ4ex78Xyiv/sKrZeM+zXHb96Q1c+euGKbt29IOSFOv1oK4eco0fv78vkH6zk8vC0HTusIFDG5U2dFcjntmdZrcspsvvqO5u90QOqHwlGrlzVXqy23b3qUlEXPNsYPz105k3MiREkzP2d+tqRqzslkxqnDX31CjAGlNH0sgq76hz8oGq7jgdCPaDLh3RvUsKKNHik147Ejng60WcDm9Su8jeVzOomNlVYEY+j7IsqXszkpeObXL1C6Rer/zjo5v1p/tpXdtzEE7eyc89/6jO39GxaXV1w+/4xKa/yqiPFkVZWH5maLTAkxmyGkwg79ybliSPHbmegTgdN7aj+W/xaCd68PxYXlJpILTIfwrX/gdD8+CVkFxMe3cDplROtPc/4MWfx8EnGMEE/Cx1RC7aJXhQQrIPtMtBVejCh9hrEDO7MDBPf9CrGokKEhhsi43VFpxegmjkdPVprZ9Qz7sOHxfg1aoOWMRjeE5YL3jB1NIroB+/1rclshUsRMbwghoMQjeglX7TWDnXPsDihxeRJdZvIUyHZLMgMh2KfE9+++zmff/9ahF7zD2jUxbYmxnNZLntHPu69k35+yn7596D3c3RLevCJ79+SUomkwfUd9foF4v9lUFUjJbD7n7C/8pfJzEggpSSGS0sDFzZIwdEXjI74dY0iZSydovYYEutHE3qKULMLaaSCmhLHjKYVa/FxnKkWLbATD1/cokZHS0Mw0VV2RBzg/q0g54rPE2tuCfN+ugFz0Ce/D+HLm7ptS5MRQrKs5UzbDgyO68npjLA/l/H4U+50RWh5H4nedOifd2Hf5IfuHESnK97iYuHgxY+wd97uBlHom922chFISd+pUDj5yMJFaq2Kdj4l+NfFyIcjaI5UkB49eVKR4YpPU5/ipYAee2CE2FtaIs8THB4QvQt/pD/4Aaw0P/+ZfYw9HxHc1DO8+DFmc+gnnPfL+jmTN02EIeBr75e8wjdLx22tOiDIuqHxfRiOjYfWTN+z7AssMKZOVwr95U94nIcnBImQZTcaQPkwkz+U1NYuK9f2a425DzoE0lFiPGCP+4TUp3xEIqJjwwaMrzSEmwuMjKQv2DyPZWqZpIsVMHAfcFPCPj0+vbzKKeCidWrlYUv/6b3BYW9zd41MxobQkhYJkmHpXAkltZPVv/y0A48UF0fknEfoHRXEu4mh//3Aa8Sh87qELBRQaDWy+RCqBWvVU+jnkk9PVTxyPPU3zEWY44mK5t+6/PqIU2KEnWld0ccaeOvAfFjl+HCEEkvdYO7L6X/4Q++aerDVhvSYk2I8BUsB1PYRIOHan8W98/3GQG4U9OKglc2OxEpCl65bJxIcHhuO390TqOu62FoSkaWdUrSZFCGPPFJvyXkhBOlXJsmkQVV3y79Yb6Hv6h1voe6I1QCZay9u9KVlUQmHHEbPZEQ7vi++MQBCmkXwqmFW9LOnwMdGeX6Fr/d+XJudX68+2RIb6lMzcnl/T7yzx1L05v3lBExJu34GtYJxgmgirVZmptjNQgmAMCIWQEVBMU+GufPnvX+HWa4wd0PgnG62JgTw4vB2JwTPtHBLwuQjBoIhhT1Bd0nDk/fEw2AK0y6QnzsrpfwBKYZNjIg7jk5AxBYUU5TVGU9w4URiyksTgWE0rvjq+w+WIEAqdL0kC3DCidaaWLf0QyTqRjKC/veW4tQQE3Xbi15ffIymJixM2e5RWRD9iL2uoNDInQjgSTCbnAdWc4iuSxey2iPDs6fWl0dLfHpDjSIyWFDIhhA+KHKG+/buJlhhGYjIc333+9B78l2bxylicmZBCMNoiNDXTRLy/QzgDTVs0Ec+e4SeDE4rh6EhXl8h2hljMEcZw/vwFCEGM5XPKQuKzoZrVRGOoZ8X5835JAUlkbHdAffUWqTPt+QW/8Zs3pJiYumOxg6byOqMpnZdMLjVvBh83CLEk2pPgfTwQd1uUVghzgVaK7C1DZxl/9iPwHu/MyXkSaaoKXalSK4syGgs+YfeWjy4aPr5ouZ4GckgMO3satxVLqrfxO0T+SNjtyUqyenXawKwrHKHvrKn3zGflenehFJYxROTuFikDe+Of4gtKar0vNvyUSTmxVOVEvHGeq+8tGQ47RlG6aSsT6GWLD5bOBPz5R6SQkXXNs3ldvuZi6RJMI8kaUgwcV6Uw2/aB/v/9/yEcu+KKPBGC33dlckqMb9+QrcO5gG4q8mTo9yBOm8F+e8SYP1WIfkcDAZB9pNKFYpzMhN2s+OL1I0IWYjNKEfsBQUKo4rARFA2Zm0qu2TiOeBvZ7jZPBUbUFmsi2+0bhKtATDAM2O09KYdyMjcJH7foKrI9HEoXK5XuXbKWGCPBB9I0kGLGPa4QShJWK3ySUNVF73TxCfX3PiFMBj+5Dz6zQuFO2CHwHiRq3nxNtIHp2XV5/pycit/VgmXvOR4iaRqxvQNOOXWzZ8isish43Jaaq++QskaIiumLHxH3f8J6itT1M7wZ2R1Kb00qQQylkHJ3t0ip2HzxJwTjPmASAYSHB8JuTxwHgvfs/sOPybsDUUriNIGU+KTJQnN7+wZFxuweeTlTfE8bMpmQM1kCQ8CkzCxnfM7oSrJ63ZWYm3HCu1y6fkLg3r6lH3ra5RW0cy5u2nLdWUOu5oxv3kEuENRyf0aGzpGnEX//gJhGhq++Qn/9isl5zHZACUFnPOG4JaeA1Irx9SvyKbzYGQvMmQ6F9VVck4K6rcibNUppZsv6vy931a/Wn3VlFpct5vMdnMBLKaUnQWtdaVw/gdCkfiitvmmk0pqsFaAgRlTdUrcKXUtWm8z+YaB77Nl+9SV3x7cn+1/5iS578ImsSkhj6H0pcmJEn8RqVV0sxQLo+rG0yjMf2BQRfDsr3hXbMSdKs7+/L6eC7CFLhCi6lDgJslI4K+BwRHcTNli29kglW4ZVQKcFXkL2gqwcP1j+EB8EUkyoqpwKwmixEabJ0OaKnDVTGHA5IpuKZIrmAClR3RH3eIt/DIDHJUvcTVw1VwTvC7MhFSCVsRazHU6FkSvOm/2eEL4VaOfsuB+KW2Yfjng/ULdz7v/g99i8e1NGTO9Tkr9jm62rGtP3IDLG9EVMmEoXQsRAUhVpGJAvnuP6nmg8forkjz5Cz+cwmyGmCbmYI6rqqchJScDz51zcFMCWriVShqdRokyRaHsOwyP+YcNidc/i4xeQHhFIQOAmw5CHE6a//E52DE8dPR8e0fM52WdEjND3jHfvcNKg6hZsQqQW3w24OpL7Abt6ZHrzwKKd4zcb5mczximjavjxf/hxcV34zG88X5KwxPv7AlGzgeAsMUekKsJgfYrq6MYvIQayHDjuvinv8Tdf/1xidYqZ66tS6I2b3elrEb/dErwjpm+DKOuZwruA1gIXIt+7mXN4OyCkwOeiaYvWYJRmcIlXo8dEQZKKn9wdEbJooESl+dgfqZQgDSN5mlD5hMS3hp998Yb+669YRY3rBqpYxl3FpRQ/oM529/dkW35PrRS7wRV78WCIMbDpDOOU8f7bzSG9dxOdvqR1ub66nSE6y3pzQPd7Pj+MuBDJWpONKeOrShdL8XGPriTOeN68eYcZHJt3Pc5/yzpywSDEZ/TDmuyaonPqj/jxSAieduZpsyoAQRkxzpF94DCOTK/ekl3RB4XJwmFTOnfHHqQqI7vFktGdMp0iSPNAmCx+dOhKQi7XfTyNq+6/+tb8MFvAZvWmcIjyd6jQ3xmHZO9JUpGNYfc4FU0OCZYvEdWSPGVwHZLiOI1vvyCHiu7+p5juLTYkhv2Ow+h4OCW/XL6YcTi8KQ1Q71FKIbxn2Gx+LvA0e0eOsejThCAcjggE0+BwnWMcIiFBmH8ESCoywfQQPd3DO3hf0AjBIoHNifY9tVpLdHYsPrnEDoaYMmFTurrnz1/ifERKhU8R3ahT9ywhly84PG5LcWMdYfXI7m4kf/5j/GqDf3ykEgJ73KG7A5PPTJsJnySh70nDkUor9g9bnBkZ34vrd1ukqEg+oVqNffOWq49m0B1JzpVuWaV+Na76P/PKZM6uZ2QtEEkQXaTwbwIpJtqqQWRBljVqPkNUGmKiMyPJB4zLqCxZXtywuKhREpyD4+otzbBmuxowdngaPxQxcYHRyUqTyGQf0KrYpfXpyKxPQlAhYDUWx4x4r8r87u//vs0Y33dyiosieX8SA3q0nBGTLvqyfmJykeQyLOakQ4eJhmHoqfUM2yusH9nvDTIokh6oqAg5MlOfQYxYM5GjZN4qoguomJFOE6ItXeVKI9ypdV8pxGrL4avPSV0kk+hcT3SSBS0+J4yPrB/+F1IIbNZ3Ba4YBrxfM9jxFEK4Qj+dNhKdPfJHq/9MIDLsV1SzGcf1in6zYfPm1dNDNQ390/skUhGUR+8Y+m9HNoMZkcHRbQ3xsAfAdUfiwQCFV0Q/IHSNzKBfvEQuC8sl+cRh5xGVQihxcscI5he7EwxTIGJApEeyFvjRInJi+dkNpBFMoGpbvLOkGox5DafCazw41rd/XIqRZJm9VOi8pJWS7CwxJjbhgfpyBBNp8kdEZ+m7bdF4mZEzK5FSsX+3ppIJ7+FxsHx1Vx6C37taYL3j69s3TN2O6Cbcrmfz7puy+QrBqz/aPMG+33z1eaHbekc4hSmudh+K6mXbEo2lbU+F5jCQcuawD8RDCQuMMRauVHTUM12KQy0LYUAK0kxxsagJ3ZG8fkSkxP2sQilBFyIqghUC6yOzugTKeqk5P274rQtNXt2RvacKgUzGdXvE8cDoLalusD/4ITpDPHGK3h8WYvDkFNmvJoRUhJRJOIxPzJaa48Oa4bBlMIEQ4HjM33JITvqlL1elo7BYKg5Dx5s/3haeymFPCBFUORzIqiKZCSkLpDKPQzkw6XJfHfdHDg+W/XGHc5Y0HZGywlpLtI5gDTI+J4UZw/FAioYcBaLZ451HiojWZUxtc8VhPGAeipao3xv8MCKnvnSE+4HsHeHulnD1Ec4WvdIwCYSWxNHiJv/UFZFKPrmcrj9Z4GIZa5rkuRvekNVUupHWfuvy4b0myDEG8INBpNI99qHoxcT8mrx/Rk4RQUaSSPdv6D9/jQozgh0wMXF4fGDyAZHjU7r3qp/o375BhkhKNVMXsH3Hk0Dn/dPDuMLIcRZnXbHMK0UKiRgzUktCloVfA8iUkOaO9MWPkLotRpQMMsNNEpgUOaslOZQicPrZV8izM6ajw9mE2x0hZ5of/M/EZg7rO4affVk+96wI2UG7LPynlPDHI2ko48RyYJwI+wP9dMAMHb4/kIKHGEn2voxMJaQvf8bm7ZapC2xv34Cz2L4vGlNZIZuK87gh45BCIVJAVRJd1b8aV/2feeWcS7L0TIMXTyGQMRRdwvXyEiEkeTan+eEPkUrhg8XsdoTjgeQCdaxR1bxUIcctUoBOB8TUM3QWuw5PAsfgLEJrvFuTVLEd51DiHIL3KKXxj4+M467s0zkTIh/oSOC/AOMKp5OekmWTdB4hBd2P75hWgPiEnAPjZo+dItPeIhZzBt+TcsI/rEHUCHHOq2FdoiB8RZYOskAKyUXzArHvGIeO2eyMi7kmWInrHDrrchoTkkhGuEB2vhxnjaV7+64wiMi46MhBkKzFyiKQJM+KJscppL6AGPH+Hat+Tc6Z2+NP0e9ZJlJi/YiJliAih8d7dFURQySlWNwlp00rmDKCcF99VdDpgBk66pkkOMtxMzHFgBoLUTq5cBpFBZKoSHYiZ6jmxWHiuoH6s08JLhVC6en0LqVAINAnjI9s1xwOP+awemD65hvcsKGuKoL3zLer0r73E83kMH0kx8B81hDilhQzddPQLhZ48e/LdZoSQgnaOj2NsJy3rMcH6jOBHw3jcAQiMcC9S2REmeunhBxhPNllXx89XXfSlCSBMY5hHElugpQwjxu8mahqSbaWZ1cQhj3BO4wdMWPi4XYsycbA4/HDSBh1eUk49k+F0TQaQswYl7ChFHBh3COV5PXxNec3MyYf0UoigsWnxPWNIOLIyZfRCYV7o6Vg0UhaJemyZFZpppShafjjTpFefETY7cjW0B08VQpF7xI996sjTgeGpBg6h5aCsF6jlHoah+7ubkkpsl1vaVRNjoH94R6fYYyCFBwZgYke44v70Z3EuDklzMowvEf5X1Yc7u4wu9KZ5O1rhpS4OtOMxz2cRlRVVaCRcbdGxIBSisef/pi+G5AZfDRs3+6Ib78BocvvOo14NyHSOZMTTMcFVAKRFUpboi+Q0UYL0Jq+/Yh0OBDXa+Jhz3CwDJ9/ccLSSI73e8JqDQjqmyvqVuLevMHHE8wyZ7wrhamJhrDf4qZSzNUzzZvtSLc1rA4jC1ch6HmdbnmYHjk8Tu8fWpgf/4TdceS2D4xdoJ0ryJLNOj2xZPp9R3fo4HiLqiRp6Ij7xKvxhyQX8EngxhLeqVNHsKf7OmT2X39D28xIuWIcJNPhyOZH//7DZ37wTN2RaG1xqsUO+cknpJwRTkNVEfSS8Vg6Xs3+DlxH2r9GN3OykGgBY+/ofMT6xFxK7P4eXUns5oD6+FOSd9jDxObf/kcQAnM0sDhHuRF32COk4PHffMGoAknUVO2s6Ci7jslC1UpCAGEnwnqDXa/K801VzORYgoSnjuHymuQMcbVi6gZG4/AukW5fMw49GUmV84ncn3h8+3UBn4qE0grdNE/Ozl/W+lWR8wtadughZ3SlSKnc7CmeIgxESb1OXSkwvGzYdDX67JzttMEe9jhTEmRlkkzjye7pHdfXAr/bEUxfNsExML7POHm4pWpmOHdHrgRSKVKIvH59D5nyc8cRhMM/PFKpRKBYC7udAVGEobuHgZzhuDltMKdOjj2JJ9+DuPZfHgij5mG3Zdh3DN1EQrI/7BBXl/gcyUN5KG7sqbvhBahMSrKoQrIo47JhQlhDSIn5/IqkNdOxkD51ewGiKnbs/RbVgtkd0XqBIhObBWmIJDL7Vw/gCxE1SckUJpbV/53oM945ciXQKZPSnsmXE6H1Ewuf8A8PHHtPDJ6UE4FIcK44KE6Y2XzqhACYqVBl02SIDw/ErsMfjlRtxebt6zJC1Ap16pQF43Am4RGwOEfYggiQdU1KEXu7xnz+OdvbnvrUyRLivVA8cX52+jjEgRgPZCm5/eoLcrYYM5IE+MlgVY27f8vi9c84/skbUkjo1YoUjmQ0bV2T/RJZTadWcimionOIrMg6EJ3naHdIHRjtWw5Dh5CBlCTuxDXa7h/BWKZdwNtSWOWcccOp05bBTJbdYUsODhEK72Z5eYMxW8bVI/mbHzP1P+X4xz+FwfD4xSPkHrufsMcjJrzPximFt6hrogtPEyw3GnxKpJx5l0taesoBqQRTmKhbzf0UUVNPLTzjYc9h98j+x1+gTx3BPmS0AJkbfu1SM6sku2bBb310xv0U4OISR832z/9fTkGeAWcTdc5FY3HKPwrsWW8nrMvonDD36/K+xshqtcFbwzj1mHFkripSioRokKrmYXLcNJIkFILMrc3UlfhOtlIm9AZx0tLlELDBMWxuEWT85KlbxePDbem45lzei/dBqtZASoRXr+h/+lOij7T99kkTZfqB1d278pyJmRAcCz0j5US6u4dKUlMX7lOO2NFxOZ+jlmfFIWwtsi5jovDuLePr2/I1KXCdpT8U8X2sllxc18SYUM8/gnRi1ohCPd9MG/qf/ZTxFAw62MButSHYSKUUXtZIAWvzyEPYM757LG/I5kvibsv+MGKSwoeAyAmS4LApzy83Rew0sf78FRwf4LgjTyN5MrzdgT8FZb4fBbfKEU7PukSBetZ1Q0qnWBxr2T98hyxNGZuO/YFki04lf3aD/PhTOHXB5YkunGNEDbec+Q6RA8ptGFYTD97h94bWZ8LUMT3ccaM10XZIEejXI/rlSyQC316UzMOc2ewG2uvvMzzeM+z3SCXwO0OUElUvePY//I9kV/RtIUlELh18KQVohRs7ZE7Yi2domUg24HRFHlaMziKMIVnP/uF1OQTrAnQUSlEdduAdvQ9UuiL6hKZMmXXVPB3uf1nrV0XOL2htb4uORVe6ZI5IRUqB2AA24u8eyA6qdkbwHrt+h7p6iZ0GuL7i4vyibD1RkLPA396ik0PGiXD7Bm96Yiyb4GANm3HD4Y+/QjczYuyIhx1CKpIP9L1ByQql5ckZ5PHHAzJ5IhqGRzYnu3POmdVjeXCMD/vyYk7C48NDOV0l78nHLcdBI6l4/eaelAV+CKAbpmFEvHxOFJF4u8EhMM4QvaUKM4JyWJ8RVMUmKQGXkNkVDYAUxEVD8g1SCiY3kTlHaEWlS6EYjEdxgdKKo5uRXSb7iuGP79HHibqqi304D2QhSBHmasnNx5/Bl29I0UH2RcsRRsJ2SxoGQhK0KNK0J0tBNBOZjK4rbDzZR3Om266J7tSxsIZsLeHNW+K+ZE+1i4h3A7OzC6QCrQs1tt8HQkio+Yy035Fd4Li1BboVBOHhkdVuz/Kyxm22CFFIo9Pnn5+kVwIXjsThSHV2RgPkJnOpNVM9Y5Q18eYF/uEeNe4x2w1vX30OMWLGgaZqyDkxHffYAImeJCJX7RXeW1RckpfvSCEyhgGlAlSJvRkRlSTHTLA7hNTEfIHWFdZkhtc/IU1HWgXfDRh33mNC2ZyJnggsVIMze4bdmunwY/rf+ozh1Tfss2Y8BoIfCestr/7lv+S9LGW3LUXyfl2uxffu7Ox9OelbTy9rgvPEHBmPK8x9KcqnkBCbDXMs4+OK4+09ebDMpsQuRFzK3GTwOXNzUTGvFClmvjp4hpC4TS16vuQQM9m6ErgbM2dagJJP7p5oevRxYEqKZCb2f/Q56599TUqJzXogWMuwfYtJiSFJ3H5TxiEJRKuIwWHGQLCC3B3Lvh8zu8EW0ajdPRGTCwMmYnU4ae4S7Vxz97BB5kwMCb96ZL9ZkckoN2KCh65jOgyYwSHcSKxM6WzGkWPXE2NkMhM5eObdiDATdmcQIqMDzJo5iUA40Z91XROOO2oy3pWDmTATu9crxDQQRcL3hr5LiLpmvyq4AJ8Uua7h9AxDalavD4QUGA9b8olC/Nhb+v2GFDOVlMjYIBI4O9HHEbc9aXZiOeiNhyMuw2BOz6pYnlcCwdh5tvfv6N7sSMOBNvUlQmcaMSGerOSZYTLgPdpvSDGU/xMtn8b57yfbAvDDyP7+Fv/wWPRHwRO6jhgi1dlEdzwUN1YqjJv58yVZSoJxxKmn9QMqWDSecWMwhz3x7YqPk0BMPbE/FhxN8kg3YqaIqGogE7JGV6WluesnUBUyGLrjmi93A+pshm6eoZuG+vkL0jAiZi2d80WvNZ+dxnGCmBMqBqxqEDUIH+iVQmZworhq03FH7jq6VYdoZ6imIUtVijYbOI6O5y8/JsQiz0gxc3FxTvxOHMovY/2qyPkFrRiKpVtqwfpNX9wOIeDrDEE/gdMkkiwEm9035PkZUki4vqZpWpTSiKxIORM2Gy4vMqRIWG+AhJKgWoH1gdsvHphmZ7RnEmcc5uEeoTShv0dUChlrKgURgcoJ2/V060faVqFlwE0TIIgpsntzdxKcnUY4Jw2K609JxD4Q3t0iqhlKSq7VczaXBwjQXl2ymzrcyysq3cK7B1ZJ0KCRyhNNTXulix0+F9rpslZULz9F5XAqciTTypHjHKSkTRoxTKh2hrVTAcElh+gGUDVMc0SW9HtNu8lgPc+efVy6I8mWcMfJ08oz2tUG2UP0juzW+Pt72O5I3hWhYIQqS6I5lGLrsCenxOXlNbmqWV5d8+4nf8Th8YGUPabvWb15Rfb5A5uzVILFxTVVO0fYCakli6VA6ZoQIkJkXHCIBMMkSd6TTlbW4B1nzy7YPd4TdzvqpuHu7RdPO7sQZaQQtcIiqF+eoZMjVDWbl9/DDQNCSs5bx7R6x263xkWBHSeErktsRCgnr5R7pjzyw4sf4oJFxRlCNgQ3YcceRKCZJe5zg1pUxGSIaUelW6r2jEpU2O4B27/D4ZkFw5kSTyyht3/yQM4JUSlUiuTVLevPv2F5eYnbPSAwjG7kuNvQR0H1az8kxkB4fKA/9KQksF9++UQNPu4DzUyRKaymnDLH7RFfuPO8u1tTxYlh2CJOG6AQBZinw4SbBnzfo2M5bb7tJ0QCEQQDkovvfYKKlpwc90MJz/zGQP3smlVnCcE/hUFG78lSkfseuXogjXuuV48Yqdn3A8NkGd7ecdyusbZkPdmxw8fElAXZnuz3KdI8P2f37h3TwZKjJh/LxpAz/Ox1gQJ6EnpZ9G+cOhUhWBIC2UBdCx73B4S1PGxWHLY7nLW4+weUNXhnkUKUjnIMCOvY7TYM/R43SFISxGNHToHgHdOffIEYBiKKOA3stjuUVCAC0VoGv2a5WBLNCFESTOkA4xyhHwvVen1PdI7tOJGDKZrECG+6a9TlJTk4yJkkFdPBUqkKlxy1LgwpExNhKtZ4AVzmZ6UzlXLh/1jD5hCfipwhZHyGGMv3Zx8QOTA5i7cBs7tn2hvG7oh1geP9HVpoUgwUEkZmGkfCbkcaD5jxAUUs0E5KRzUnwTBEps26dHzHiTyNJO/Lc/N4IKdIPRfY/lhkA4BAEl6eF95Uc4MLFXE4wOFIrTLi4Q3q/hZ93BOtR3oLQ1eowTGQnWNR9ZQJWsnW6kN3cjUdSdahk8WHmtFH/EJzcfNxASguFsjzM9J8gasUZrViZ6ZStFMQIyoFhqvP6F1CS4mvFFrP8TGX6zQLLqozDo8TVS2Y/eCHhdguIJtAyEX7VDWaSmqUqGhzxNfN/y576v/W9asi5xe0VFUjpCavLLOFpprVpBCI1p/yok6J16OlvXiG7ffl+xDkyyXWG5aLc7Ssoe+L+0oU6BveQZZomZEVmOBQX2wwLEhuRwyJw1c/xbqRMBw4uzjnbL6kf3Vk5QWVzQTvCc5RNwKExU0TPkQO3Q4/OB7/6A8/ALBFaxi6wHF/CqYzEypeoxuFc57zxfcAwfnL3yRUNQ/bgdnsnOwdcmy5qW9I2bOTe/SixgWBSi+Qj5FcSarlRQFSqRnjZMhjBiHwl59wmWclLLKaE7MH06HrHkRCPn9OqJYI0eJijQoKkxONO4l39yNMBlJGiSW7/R0OSQ6B6d0b+mkqYzopEVLiU6YWkpw8WWRkLPPmqqpxvnSRonN4U/J79ve3mGkEqyF4tg93J9BFpl0uubvbgASJoFaRumkIWSLJZJGpZUVCoqwtN+P4SDBHqtmCYDWp76nqhul0Ms05I7Ms3bWzc7wypPM52TsSomg6RoOoapTKOHdH/e4thzEVzZZqyKlkJoWc0K1D6kirWmIOCFGBaEnSELpS5M6/f4nTM2SryCng40Qzv2J5pljOZsRwRIREVhn7+hWf1hLzxz8FwKzXKKFAlSKH7oCXkrPrZ5hxoq4Vxh8hSlwqongoI8BxAE3Cvbt9yuPqj4HZQjG6yN12TyAwffVVYTUphdns6aeJu907tC1F56xS+LalyoHDu3ekFJExo6tE/erH1PUMM4byOdzc0BmLxJbNIyWcqqhryR+/O5a4BqVZP9giJs2CECKVs2QCNw8PTKLCGkvOCfPuLWa9eYJ1mu5YBMdSoMye6C1usSTUDXa9RRqP1JpoitYk5cybr14Tu443ncMq6P7wD0knlL4UARMjh1w6KYSISIWD46wlOkcceqY4kmOxkfckZm0xRthhIDiLy1ArRRoHYoDDxtBt15ATXoAfenSqIUqS6UrxGe65ePHrpBiwTuGjx7uEzCXWJrUVbr0G77ExMB4tVy9m2CmiXtygzs4IzmIsIHU5TKUT2iIWeOFq2pBCxOwLdfkvvPgIKRQ6l8RwvGc3TKzHU4Drs5c454kp4jc7Qj8yV5bBOIJL+GGibiW71Yqdc4zbLUJVjP0GlTRjD+t398RxINlEOwctAigJ3hQMQy5d+b7bM1uclTFsjEyff04cDSa2pJSYX50RvUMIiagqlKq4E3uSFGShqSZPzQQhIhWooeNmveaiGzHdEXnYU3X7clj2jkPf8RBg9brjYA4oAjZYVq87JrOBhztS8ETR8nJZMVrPfJZRs4oUE/r8gtDMiVdn3H/9OVNK5XfPgFKIFAsAM4NQMxZX5yhZlfwpAappicNI3Ug4bJF1haUGeRqhUvK2ZktBLWExW3K+mHNxCj7+Za1fFTm/oFW9eo2samSjkSGh24rU9fjNjpg9WRc9Stsuac+vGU45NfrTT+H5RzwcVoScUFVNjpFd1xe30NtXKF2BkCTnGQeDCwGxeocbSvzDq8eetGjphjXCBmTTcP3xgnFnyFLj9xMh5xOxU9LbA2Ea2buB4+aO7CLjbkdcb57CBY+f/4TgE8HnwqLYBVTStHON9wHx+g5dCZgvCc+u2N8duDl/iVCSK3WDfqj4evcVWm3YB8Ex1Kj8EeHgkRKuXnzETgfmzz4hyQkZJKqWTE4iQqReNKSLBenQwTgg2l9jPBypVcOhtcSU6fqAjKJsgG93nFfnKJ9RsUGETNU25LML4nzGTFe4yeK9hxROln2IGWpdUaeICQZVaXTdcLRl0/LWUbcNuqoIyWDGgXm1ROoZAoFUGtt1hOMRhOCw2haLbjtj/9UD5y8+YVpcIivJPAtqVYMUXFQVkMmzGaIBqSu0npFysYW6WE68/dDhTMYMW77Yfo1qAiF4QrMvfCPv4OZ5aV9ISaaj6te4cCTnAFKx298RJotUiuAHwBHu7mCyOCHofAdNjTw5N6rKMAiBqktMBr6EsF49q5gvFDmZ8t7EQNYz5HcosGdLh0gKWSnCeCTP5oTFJeHYESaLW1xi3UA3NIgsiyNDC6ZQ4wOoGNgNmiBKR22cPFUtiSkTV18ypqGESAqetG4+w37o0K50IFstCHVDjp7JF1qxRjCayKJbMcoSq5FPnbLzeYWs5sQENmSCSCgtqSvJYXTsTEJrSXQJayHmhM6RRELmhEGVMUgMDFkwmrKRpGnEdkdSTkShkKfIE4Qn50RMkWq1KmIGa3g3THgf2Lx9R+g69G7FzbKhe/M1/+b3v0CLzPj4FpESk5Qk61Aio2Lk/OyCpBTRl/GaSAUZcDSGY7DIroQ5SmtLbpQQBOeQMTJNxQHqIygkmeIEwiyI6x3WHBE0RHdkcjWJSMqwCxP7vS8i1EozZIe4uCLFRMyJ46Q5+/4NzkTqpnSkioYKslQ0jcBNkb6TJOdYdZaj2yGlZNyc4H5kWtlSpYphCoW34xIbs8H2O2Kw2HfviH7isA+411/RTGt8ygQXmLc1aIWfDOthwlmPqitsv0WFBr/eYHZbzHYPQSMrwbx1aC0LeX6acLIlZk+wjn44nCIkIuGwJyEBVWJiKlk0TSmT6xapKwZ7xC8WBO9QhxGJIzhPrQM1Bjd7jncOthvUfsNlDkgkIgZ2xtJcaJSy+ORYyhEbIm4K6JBJKPzsDMjIzQqpE/rqArloWR0cOUVizFTLBd988SfkqkFcXpJTQClBDsXcIQV473jx4sXJiQuJwnwSvvyusetIuiHN29LNQQESmQKybugPj1SiIfzkjz7IvPplrF8VOb+g5bcdom5QtULczIpAbJyIk0NECwpImfPFOTEFzGk0FLOAAQ5dKJVxiBAidd2w94Fx9YDSijFZ8J6uswTnSPkNbjri0z3rfkRenOPsVJxMSiGPa1zvyC4z9ob8/qGmFJIjeeyw0ZPdgEBinSWNI9uHB6YR7HZDDrEECrrIel3yTmZVwIWJvFqzPANubhC7ogXi5XNQkh+Ejzn8+D+z8Vvmsz1ZNAV2BezCiFKKu3iHWDxDNzXohEqKeqaLQFFItA80lWUygSyguT7HWUu2llrpAhgMCRMCMWXG3YAZBdVDR57gsN9Qzc6o5BlZKUQu8MOYEpJMPG1wiZLevZQV+9t7qqphtjxjiqWYeNy9YXl5jW4anCtMjDwoqqolBM+zjz5h2m9x+y3z5SXGR/RiSf74B7jBnsCvAjlflK0jJkyMZFm4KlkkRLAQT7wPOYGSzD59DjFy3K4LzG3sGaVBVAlxdUmSx9JBEhnZtjgXefAdMnuknCAFxGQQKLa3/4n9YU1dNbhoyLlwXMRomJRhXGqYL1j+5Cuyj8jjA8Y4dNMQYuY4TrQzTT2vcA8riB6jK3ZJk6saJSQuBRIJkSx2jOQkSYc9NmQmH1h/8454PGIB7yZyk5A546yhmSuOssFGSZgm+jwnMHD4f/1TutWKqpashkRyA7ZyVOMepRJkwX0o0RRHa1BCMh4PzFvJopZonTmcYklyjsxzoNms6HyPyMU0l1JGK8Fsv8bnIhJXVXE6zWvNejPx9ptvUGFk6AIpFAyAbBwhgL26wAmBG3e46Hk9JIyJyNmM29//mhQii3NNnAyt4ollklMqQu2Q8CkRgfvB8s3tiul4ZOocYdjzvasZ92/v2f/HH7HYPRB3G4QS+JS4MB1N9KgsSvhsXcSh+uaGKniUKp0hlwN5s8bHwEypsmEpUWJDYiSERCMUoW5RlaberrFVxfjNyLQyiOtHRFLgPel9B0ZIZkKy7Uy5iRYLJko8QNgfSDnhkkJdPyOE/ATdzjljdFHma50JJhFjcUIN1nN32COEwo0jbhrIObFUM5QamIbi6LnTaz7/8o71fk92E8k6nB357LovoDpn6SeBmQaUyJjB4A8dPmdc26BrQY6eSn8fjWW/3jNOGVKFdxOf/+g/oaRmsBV6uSTJik0csFHR94buOEIMdI+PJFXTTz0pR5SUKFmYZJOVtOeXBFP4Nv2wQzYL+sO+REX4LTI7BjdgXaTa3CJT4JOFRiSDHfe43Zr7i0vuH3dQGbIt3XfICCIIjTm/RgAPX/5/QcFwcckxHHn31RFiwoXM7MUNi8UFTlSo/+kvEEKiulgW92zdoKSg6x+p25bk1zCtSaq8Fi0VWE/qBrou023fohYz5vNrsggUDbksjCTvS3fol7x+VeT8gpa9e0Q3c6RUzK9aqGoaVTQfKgQgISqoUyZ5RxaC6D1jPyCixFoHIjNs7kn9nqvrK/phxB0PpW1IgBCJu65ArdIR53tStnQyIiuFPkoQmuFxQ1y9I3UOs95jNztErUneoaqabuoJ4/sgTc1sXmiied6w+vGXdPuA+fJnpJQZjh0xFiZKrRUzu8IHi3eWtoLRTaj9OX6I2K+/Ii4b1Ojol5qN3+BcRzYHglVF2GsTldA87m6RcUHEE3JAB0n2Dq0FQtRoKamWi/JaP75ACEnMCe8d7jiwrJdgzMkdUuN7w9gFZC6hiKZ31ItFeQDrihQ0hERMCW8S+fqCKRhizjR1zVLPeHdvWF5fl/dCSNbHB9x4R7cp1vGUEttXXxNkOdV5a4lCQn9kXs/QWmNyplbQTUNJpo8egSQ+e0Y168kpcnADaRiRiyVxsgg/EbqOLGuEPpEeL88IiwXT/S05aPr7ltiNBSanPfmmRQlQlSIZy1frHX3OyGAROpLwiN2Rpanw5jWTGdk93D8VOe93nc9efEogF8q2gjx5umlLypG6PWMXBNH0VNmz/Og502BoosUKhVgsUBSXTN+v6NyRzkfudiMXNzX+uCWmhEuecbsDIVguz+hvFzQLjQD2q3ukgE7X+FTs1+76OeNhwD884KeBy2cVj2OiSoZJepZLi3cGiWCUDTWBKRhklrhxRE2BT/oNUkTW6OI4EoLfPpdk4/E+oIUEMh9dznh+0VLFwJQEUQmu5wIbE2etZoilIKkWLSEXbdA2N0gNgQo++xREJuUDadFwjIJgI+Lmmu27jpRiyZCaJqTIRAS5lYgUySKRlWa7WoMUDN5z2O5R3jOeuhYXTYX0jud45nnCW1BtRsREs3vgo35NzLnwWaoKvEcuFohT8RZO+V1VLsyeWV0TzUgQEt8PCKUZjGEuDeL8Eh8C9XTExBpxPOCcQDQeGWeIqSKKomOpGwUkzK7HTp6sK0KlkZUqrp7gEG3J7ksZlmdF15RTZvrokqQkId6xe/tA7B0+CPzDI7uhkKP7yRG8I+dIOmzJBOxUtF97ved2c+TNcNLVpIQLnuwtTu/x1pSw236P3O+JUZG6PfvccMgWJTM5RvoAWnqOHmJaINWsODYPO5r5OczmSCmQtcbpDpEgJM3r1ZFpygzHPfqzz9hOI8NqgzkY5ssFOSbM+Q0x1ighCDkgU6b+7Ncx66+QurgrtQhUQnA4bmnjQGgls6bF2oFQXdCMA1JXLFpP4KRl6swpezBxeVPzsJvIIpP8iG7AC3DR4ofCaIvVjDifUdUzvlrvEJdnrFmgmwp5fkFuG7SSTHmkXZ4h/EiTJqKqaFRFpSu0qIjdAZcFTmn0xSXy6hKtCxQVrcnJFNzI/8H77n9p/arI+UWtk93Yb9Zcf7JAXV/z7OaKxUKghCg8fglCO6KbqBYL3HDAj46s38O/BHEcyPdvaS8WeDMx2gm5PEfohBKR4AI5JnIy2JjIvoyipEiQMvuj4Xa/53Z3S5wcqzdvCnm3rsk+YEaHsYZht6VzA26E8zPB+aUjYti9OzKtX0N05AyH1/dEHxFScnah2R+3aLE/tewV09c/Q8umwAy7CX39DPnyBtsoxjxhTUAc3uGMIsTEsppzLmd0w4F931CdNvX6eE6rBLl/AKE5b65QsmUMGReAyeNyAfA5Fzhr5+ihCHllWjJuH6DS5NmMtp6T5Zy6apkmhzg7Z3V/AHnSf8SE+M0f8PX9f8RGz9lxje5HfFZUXU9cvSUB++Mjwga26wOH/QGcZvr6FTG7J5ukmQyccoHyu3dEqTGToe8LeyN8/SVRJqISVMIUuCKZLAW+rYiTQdaa+s/9eURVIy5K+zlXikFK3DDQ1A3Be+JkUFrx2K3wKULK6Ba+OHi6zZpusUTrPUpn7HDEmOmUWO5wxjHEROCEBzhxacT1Ei1rEhnz6zeIACY5rtKK2XJJEpIzt0ESmb28QeWKZ9rjskYKgUbSHzfonHg1vmI3OsK7O/TX3xC7LTY7Ukr4bkDqMtjyt1dkIUrO1MMdGZhcImTJKBOubsluoFuviH5ACMH6zc/QyeNzpq0iU/aI5RyRMk0K6ABHC271yP1uzQ0GN02kSuKmiQwsq0Tc74g+oJRkoaDWko+et5ic8EBTK1CSvfUoIfAhntr2Fjmribkku8fLBa6a4a+uMSIghCUBUyqk7ck7uGhIISGFKDlF08RuSvzg5RnkAutMUmKOR2xMTCFhponqcODwsEKJSHoc2DnFzFhkXZGyRmtBiJEsIt83O87u3uFPOIakVCFxI1hWivwnPyYGR5U8OSaWbVt0JEETNoWlw3igMhuQDcEHlMhMVMipJyDA11T6gny4xiMY/cj8vOZg9iRjubiqsEBcLtCtBpERsaP+4fVJLA7n1wX6lBJ407OaBlIaMSYQ+4lpygjvidGQbcbHQAweEycqb8gy0hB5ZxxjdPhFw5AkMXjisCElX7SLM1P0ST6TDnswjmQSwhnS2Q2TOYKwZbQrS0ZbyEAI1M0N2I7BTmgliBSLODmzfBYAwYtPnrHd9ex2I8YYDvstPhey+Hi/YXG2BKHIeWTYF00U2tDZDYtFg+0NkkiWLXWemIUHqmCw+UjUglndYLPnB95QVXP+x25ApsijqKGSYDPbrke1FS9ftCwahY8RkIjkSDPFeChBoGPINDefsukdEcFkHal/wOoWoRVJKtLlNappSCkyf3bDc30JKRC1otYVQsnTmDuTlSBfPUedNeSLa1RVoasaWVWIWYL3qe2/5PWrIucXtQTki2viZoMQJU+prsvppVJNeedTIXRObx6RVYNzlna3LEVOBnJiyiWNVlXlASgvlrDfI0VxU6QEbpwgJ1wEkij4ftsxiAjrLedEtG+I2x26rqllQ4weQiDoGqLFjRNnKRO9YrZUzFSkzTuS81jTn5KOBP44kE6E1koFQlUzzx7WDoVgeHigygqhE+L6Yz7NPyCODhstWimU0PjDASkzD193KDRzMcOeAgTPz2qEVOQIN2dnTLYjZoWSZ9hQYWJNLRdUWfIQTRlZGcdMtojRQ0rofF5YF5UmikTVXCDFEqE1KWREVbHdngoiIYrANHtWwwPG7LnsDItui2jPyOfnHH/v32DxtKsC2YrWMgwD8bBECUWMJXDvLIH5+iuq7QapFOLhnpAjfU5o5zFZoPoVSZSxgZKG7ANxfyAuLrBKECaDfnlNJlPXCotEdoW541PGHrZoWSFyJrmAqBQ2TvgQmIJifrFn5yJ17PjysqWqNY0OhOiQNhGcIU0dcdNRffRrpBwRWfO4ekSQGaY9StZEUhmpIgj2wCfyFYTndHbObHak/fiKZjbns5eXLOeSLBST91RaEzjyph/Ymx57945ms0G2NThLVrIUOSEiEOQQUT4jFg0aiehfl05HymSpOYiGaRKIaLHDQGpayJn1ttjDX375Fd1gGH1C39yQw8hsGtAovtxO3L6+xw0DcRyZ9tuCVUgJSHgz4hqNSBH77JyK8kyWlSLGREiZxVyjW8UmRoYYseOIqqqCQJoFHrPjWXL0H39KrCr88+f0PiJywlpDXsy5PL8hhsjy+88ROVK1kgcn8AeDTbkEUnrHXsyIfsI4X7qcCcLdLcqMeDNSG8vXx4F7J9HOk2cNJEGtcxmpSc9spgnCw2TxIZCbBq81CEkdPIumnLBn0555Fjy7vCpMLlE+i/OUTsnZE5xdknNmrCtCrstY97hC+AphZogYGfOayd+ha40PAZUsTR0ZpCRGT7uoqecV8kWN/OFn5JxRCo67UlTnlHGmZ9N3KBWxzvBwdkYMmcpsqHBlhKwUNgu6sKVNiUQEM3F32OJyZHKewSi88yi1IvrAMQRGXbQoSUj86hZRz0BVTLkAOFP2JNchhMAz4xDL76RbidYLcnAM5oAIEecE42jJMXF+kVDn59x8esNhb/n9r9/hzcT69hHnFdQNcbK0Z2fMz28QwnN9HcCPtFcX2HCkFtc4qUvEhNCI1QMuTVyZPTI5kqoI40CIERU8ejanOUESj7ICVXSdx+CRc0UXDIsqkIQiVDX+vbnFjAXwKQRKNaiLKzKSyU3U6UDSRRe4OgWEHtsS01PVNU3bsJhdkqVmoUvBL6TEzc+ASNgeaG4uGVYbzi6fobVG1zWCRHr7zbesh1/i+lWR84taQoKSTw6V2bJmPitYfqEL5+A9dVjETOPmDOGI8T00iibOUGFGJEKtUXUFhyPyfEk0DpFBNhNRFB6BSIniha2RydFLz11sydMAKVKHOWEw3Hz8EfN0xrHbMos1WtbI6EhS0eqRmW6pzipmZiJjmWsLvicLXTbayTJst8yWmnw8EMyOmojcT+ACg7AoLSB7/mS9oo1LtI1kmanzAjfsmHpPs/SkpNjc7yBLJjuQtUCiqE4pxOc5EsiELJlEg5labFYs5Sc0pqFDMI5DOdVmSRNL0KkSNaZSKCVwImIn0Gp+SvUu4ZTOBrJx72UsWL9jcgO4gSom2hoWuiUtrzH1gRA9bjPQzlqCi3jncE4xmy1LGnt/5NAFfN+zHPZ03pLHgSwh5EwbJ4LIDOMj4pR30zaSwyExxoljPCNfXGJcwPiiG1m2HqsU27Fkaemqwq8eGV0k5lOKtJLYUJGCwCUNWTFFx1wn7gcLuUbgEXjUoIjZMFUL8Inv509IzmI6Q3fYkxEcDlvmsyVRFOy9fPExeXdHrcq4oLOfcKYq+vMOMaxozq6pbi6KnshlcnC4MGJNpgsTfjLM+iNHVYS/lOckSde0hwPbzbrA7ApMG5ojzZwivq5mTJOhOa+pksN6gag00RjMid307NUrbLfB7DakZJjECpEyEni3Gxn6iZgScZoIxnE27AmnyIB1t8PNGsgw5hGhBI9vvjilySvGGHl+MUPWiqn7hruDwa7fUWtJ2m1IP/g+hoiVMNbnJAl2sSjnFyGZouPKHGh8IqbMFCfqRbHcDijc3iA05CzoHu4QegbJImctZ+O+gOj2O0DgY2YxDHQPd2iVkFkQtUIJRasDVDWZiK8yIXtSKPqVXFWEqoJKoRHoM42SjlTXCCJZS6zMNO5I9p5GCLIU5BiQn/4AkmJXVzhzWQq7RtAIgbp5SSYzyHtiClBrJj+g5cSqHzHOkbTCKYl6fk2lIxOZ42aHriXdvsAM3+ujpuAQacIOa3Y+EqNDxyMLLUhv35XuV1aEMKKcJhNRKSNVRUTS95YmCUJwVPWGnD1WwKhkeSwiCSGitQClWVtOh6nIMViUFGSnkarkzMna0yZBioIQLT5ZQsx89TqQckDrSFULVg76PrA2sN0boneEIEkIlEgIfXI2jROtnCA6TD0VMbGLZCmROZK9JfdHUp2Zfe+CeNwi6ppvDmvwE5e6QzYKvIEMUxJQaUBxz4BoG0yYsP4186bCCUmuazKnPMOUGEePruaQRBHOR8/3FkfSxTURwSFJTEjEWYuuBPrZMxbXl+RpYvIVVRjJunCKjB+L622zxg2Z40//EK01QghkpXFAXj/8H7Xb/jfXr4qcX9BqmppmtqQ7lnadmuuTFVkxiXgiuJ4cMBVop3DecIwPRK0ILiKSJuZMaDRi3iCcp/roOeHFDSLBZG/JVeERRBXJMiFlS4uFpWBKGmkVbb9H1AqRSl5WqsFMPUfbMJPn4B1CCnTuyQTwntZnps5T+4E0HchZIxXUTjDe3dHONfF4gOBockCOgWQn/JlGLFqytahzzfzmAnnqmEzDkewN/ss9umkRFQQfiVHjoqVqBTK3SCHRMhKPt1xdPqO3ifz8U9J0SRASHnrMcWSrzkgx8kLO8INhERRCKZSoiU2DrDRCKfbDvnwovia5wLSvEVlADKQQT0Lre2yYyN6wrBsSgbnc4XNNVKWotC4SKcGOwXtillw1C7KzmHRkPSVy23K2kGgg2pGsJMYLZI4sLiTb8UjVlBFZyhnrIP3gJVHPSE1NOnWWyAlt9+iLS7x7i0BQVztSNRES+BggJ1QYeXd8RvSCKFQZi6hEtViSBgNosshUIpD6C2pn+IO3M3wU3DRX7N+tkLLBnLhNIQbmoSKIQkXtvcNnwf7ZnyeGkuatRU3WAz/96mv0Jx+DFEg9sgw1nbAIAtZFNnFAOENlLP1uAyKjKkG7usc9e4n2nod9B0pztKdRmo5PtDUxHHA+ktWEGQayFKi5wq1fU1eelBKzvsfvDFWMNOoPabOnagekiPRRYLsNMktisFSTow0OmRTBurKxLueEHFCqoqkUm//we2Tnqc3ANsFyWaOGnrPaMoTIMA0o4DBZJiEJUjJKgQ8SqYuXVikBSKyPaGc4p+SqOe94bC/K+ywUOIsg4ZwvuhYl8XngXCXMi0+ZpiOPTqKVJAVH7R3XP/vPKAXTvGVjM1kIGuGodGKYt3ShCPON/op7X2FCLF2x5QIpMqJp0DiOY8O4X2GcQ0YJU08OgbBeF+qvSAhdI5JkqiqkAhsSfP/7TMcZo47ESoF+R+YEqGt3WAnb+QXG7wtk0BqyACkD235g2vbUtWC+VOzNjvu7QG+PhOiRmzegHT6Atz2NjiyjI2cPx46QYBo3tOMlpIkZmrfVA2k/lu/xHm8t1XIHy4mQwTUtxgFIXNWgNQitiD4WQ8NkuVuvT5Prlus2kkVVaMkocvSo+SUxR6pG4lIik0izhno+wzlHLSewicl62mUpAhIRReAQuhKps7iid47oJI9sCDLhZWH9yFxypdzZgmqu+LgZqaOnnresP/oE6zyzqxmQGOyWbCzjrieKBEjkzQ+Jl1fE6Jliz6yucD6yGibCccdoB+qzhikKhJ6TUqKqK3JOSLNHtWdEpRhmS24WFS9ffsTV1TWiqrj5jR/g3YQZE9F2JFWRrSMzFvCmEpzNn7NZvSZs9+QUUVLR9z3j5kvsdzAkv6z1qyLnF7SESEhd8T48WDYKcqKuKyKpdPEECAV1c4PYjkyDIzeecepxMaHmZ+QUMPlk2VvMcLOK9voGkSLRj6QEUlbkKqLnCrFY0jKhLhfUM806KWaiom0XGOEQDqLM2KHDj49MxuMnV5wwoSO5A/FwYJzNcD4ylwl/6AgZKgXCRaL3SF3yoYieOnlcaIlZIA4H1EwiUiK3iVRJ5MlNkaaBrGpkl2h1ja5BVZH5vGHpWmgEYqyQaLQq4uyPL64ZbUdOmYu9hqyRekneHFDirIyFpEQ4z0I2yNkMiYSmoV4U8W+UCaUkZIXYHslGIVFIIYghIaXA+yMgkN3E5bMbkgg0asTTInJGBIvMnpQjUSrc7S0pgXItyY4Y0eNDRn7yKfXVgvbrn7F68w19NqAUcz2RqsidyCilyEeBC8WuGVWgnZ1cNk3FPtwVciyxJNPHkrF1rif0haKKhhASOQZEkBgjQdcgFD57Zq1D6QXCOUSsSShmEqTU1D4y62ouPm0wYs5mP6Kqj3DeIcjYIGicZ+uWZJ0xhx2Hq4/R1fzkPFKkLInZsD3uOfgVb+MFQloaqTmaHpUlUkSGXBVOUqUZjgMyC6Y0UpkehKQ6X7I9GuR8iR3XkCbMlFnZjlpVNGMkZYsWE6iWhKA+N4TDPUpOuC9fU3tHSBktI/rxHefMUdqjsmXwE3UfOReSd9NInRQ3sSXGxHDoGV1AK0VWAqnaAi7b93ysFNJFYrMkpEC4fY0LhiTAxkylBOtjzzRM6FlFbGvIgnQyW2sJCo2PkcZbtFTcOkEUI/1oqJoWKFwSkRPh9WsWqqESkMSA9Jbp6nl5QFQ1k9DU0aBjoL/7higy/vyCh+qquHd8IjU1/vkzjDUIBUdfoUXmy8EgGIifvShsqONAqyI2J6r5yFJocpAEZ8roSMxQ+zXMZmTA6xmxqojSFweiADvNGPoeWwmiPOKFIISEVCNRa3qhkG0F1hPdBEkiRKLrB6KMNEpytRwwxnE8GJrxjpw8Z//TDxEqk7MgBctSBWozUs0TWuUSXnlcs7t/RCZPq6oSytt7Yqro3JHJWqrG4dqaH9vSlRp9XZhGqmI2B3UpkIcDtcrkFJAuoZVitmg5v3hGrorluWk1cQro59coJTm7PINKFr5QU2Mj2H5HsltyKk7N2fklMgVi9IicmKKj27xjH0aiFORpxignzFmDP78mZWgWNcTM+NEN5/OW2XyOiJ5gJgabMT4iLi8Qu9dE0+P7jskH+vGAQFJtN6fxaiBKf8rag852RG+I0bJ4cclZc04Y1wxmpG4rhNYQHermM65uXgCwbCuev/iITz75qGxcSmGXDZU/YL98TTq7QmZBFn1Jiq8bePOGkAVhs8KuH9jZLSkkjNtyPPxyacfwqyLnF7eURIlz0lBOpXIJ48HQPH+OxGG8wxXXH1W7pEoW6x3LxQvG/lA+GCmJakbvjti7HenyglXfcf3yOd6MpKQhS7ZzS6gculZUHy/ROhCURNWZZdswyxqh9YnWCerlc0SISO8Z9jtSCKQQcH2DEpGZUKy7SK11YVT0IwcfyMOxJFRrfcpzSsRxoB4cRrZsTYUYHXkxQ1/cMK8VPji0UpAEvs8wu6JKkrlf0CyaU/emYeZqkpQUJvN7ulRCoujcPffjI+epRsoFIjekzQ7toF5ecnbzgkVVIfUM2vKASkIil3OgJHjruoasiL4wLFrdUklVgj6lJsaJguyLhJ3GCo2WhiQqQgrY6R1CemJwZUT49ZfFsu2BnBhw2CwRdc22H8hkOiIiSahbtpsOeX2JUVC1G7738oqlHlEaUj7SnM0RUiCuzrF5U2ylZGZ5RowbfHS4FnQ7Y4ZDohmPPUosECKz+K3vIWWhY8+bL/BiSRUds+qSaM+YC8lczyBL6qkpui8xo1aucE1yJmaB95rJS1w+JytFihaf1NO/mekGpCSkiAmeh2Fimq6RVSHfezOikVQ6Yai5TSXDZ3rco0mMGCKZRmnGF9f4bqS9fEbOjsEl3JQJx59SkRiDL83Oxzv2zQV6eU51/BlxPJCF4Pi4gZTIS0NLRh43LHULSlAJRzu+obdb6sWKlDM6wjlVAQeS6ZPHZUlTS6SQfNwkfDSk3ZaL1AIC+9OfYICQPGPnyC5QV4p+HHnTeTa5Jc1nhBBxwQOJi1nFXJ7hUy6jCiTN+TXK7QjOsLy4ZKmhEWfUwiPXK7SNpcgh4rPDCVXuMRK5meFkyZ+a/tL/DUuCT3+jkJHrisUsEuZLztsaqgq3nHE71diqgDGzzKiLS5QdediPzHQmZsjmgd3twGKwiNN7bbxGBEeIiuNhTWjOSHVLiBGfc3FBzc4Q5p4p9QhhcSIyhgmZMlIlYozMPztjLkQpYkUAmfDek2Qih8R+9ROmweC9LeC/ONJvLMoeQQuMm9i+fmSx3RIU6PMFQsBGSQ62aLBqBC/SRXE0CrDZsesHkrbkWrBWO4J1hOkl5iQuzzkjfviM7AwKgTvXVHVD02gun12ULuXyElU3LM4y1DOaZY9Ukue/cU4QGmQiJocLgW2/x5t9ccchuXj551hHhdYZITLGe4a+Y516EIJ5PsOpiVxpfDUryeStKLTz5Yzq/AouPirXdc6EkPFKo/+vf4FaBHQ4MOVMUoFVd18gm33P4fUepTxucqhGYWPERcN0srMv5Ia8fEZ0A52HsbOo2bJwcdoFudZUWvHpp5/Rvvw+7aI8+5UWTFow4cnH4ynMV2NzR4gJnSZ0KBl8fnbF8eFIePeGlCKTmzP443fy134561dFzi9q5YiKFZzyjVavX2Fnc/zimvkcdtPIaBKyKdkhxEiIiUV7hTUj7TiSdU1QCi8gjUUUFkbJ/EwxYwGxwcQWS0C4nlQLdBhgBklq7vuOj2pRTlKzGdKPuP0R6yfOZIOkJtiOKoPqO4ahplKWftXjnSDrClRGhiU+QVq9g5QYtKB3I1lAXI8sU0WIsHeBl/OXiOhKwbI39A93WGvJKJJLiJTpVI2ZDH7f01xVKHOGsBnRzgqQSpYiZ2veMhyPTHLCRc8QR2pmyHhZXCqTIcgzltfPWLRzklboi+eklEvuVxK0zE8oEglIUq4xbmJZn9FUC6ajIfole7cvYZU5EYfIm0kjw0Qi8hiWdL4Ec6bDDvvmxwxxXsQlIXB1dcN9aAuMz8F2nJBXl+Sm5WZR0aYZd3uHO/akGGjnnkVTE2VAK5DynnhxVhKqJw+hBGeKukaYR3I2+GRJcURUmkVds2jbwqGoGmpjcS4hpeSHswNBjozDyA07BDXGKXRY4OzELrdgIaZApSpGN5FCEcZHUeG9YOyuWbafwmLGj+633B+KC+rlb/wPZDJCF7ibjXu2hy29mjEXmot5wyIqSuiqIGbFnkMZP1lJI2ESB5KQzKKDZ0u8UKhaggS3qZiCR8eeBsXISDO/wBw3jLrl4tM/R+XvOR4PiBwx1sFZQswLcDP6gaUBJRoaa/gkVtzbA1KNhBQQIjOTsRROC01MAqUzZ/seIRUqBlx0mC/+mHOZec6R6bDGCYH3IzJDc9ijNeSU+LKPWFnjF0vqFDCnh3lHxUxIPHCwEeX60ikYIwsmjt3Ex8tERnOhKogWYQ1JCUIKzLxnsqm4WMJERcKrBNGXEUfqCLrmPNXE5TlaO8aw4OXzG3LKhBdnHJwiNDV7UWNQBdiWLK5u0JUgk/FpxeHuDYtzxcIaYoaQJImIM4n9MBH9M9RshicxtJf0IXNwDXa7gbOWHBxBS0LjS9E8UyA6zhcSmQTdZBHxiMgByRGhMv00MfR7bFjRHTpkW1AKonvEH6+w9sCmG+nHEW33xZHXREIMxABBRmRUyJhRUrCUxU6dSVjRMYWOkA0p7XFGMM1ekqpLJqXY3x8Z20UpeI4WESP1zSVKCSoEMtWIqkLKQN1KhG65mD3gleAPj5LqckaMiRgiPkR2PuByR3AlnFjXC3yGWjcgMt3ugDn0jC7Tt56zMOMgA3U7IyFJQsKytPT3qUNfXRKTxKWGEgah2AmNmC040wmtI2beooQvUMarc8SxY7QQ+gPTfIFoFUoItIKH4x0yJRq1I1cLYvJMUdA5j5IJpOYwrkhty8tn50hxgtRez1FK8fLXz8lh4rCsGQikLHHR0Vw/w/c7GjkyP69gVrPpLdr10HWlEy1b3m7X2PdygV/S+lWR8wtaSiayS2RzwH7xBUPf48WK/eqR6uYZya4wRB63X5NEEUIG58jNHJEiynt8O0OIzLFWKF2gT84EFmcKJST1/AqSpm4CWUV8kwposJblpBMkSmuyrzhWc4RMHHrDvjtw466pAZ8UsxBRMUGUxNRzGHoqGchxWVLoYsb2PbipWH4BGzyHCrwX4BxJZKZUAHYzuyfKTBsU4ust3hrqeoZMZTwzygYfPdXQkg5bdNUgpAAvyDajhELUFYfY0duRUHkSiSlblKywMZ80KZHKtSgjWAqFjXNmeUEERFYsmmenTJaMFgvGEapaIaQneYlqG8zjA56G2+0jKXU4n8k2s79+iRbgkueQK2Z6hkqRdOyZ7DfgFbhY9AYmYpUkpYjqJDYlfPfAbHnGpdNApM4eOTjCkGkazat3a/apBhmoZpld7al0RbeXVMGQUiDN5kz2FkJLyAdIjtlixqJtmXGOiIGhWvBsVtOPpZ1/XnmSfMkYPI10bIIkIhFOE73jdb5AhACiwVhDSonh6yNKSpCFb6EipCC4mD0jB0F8LMgA403hCsmRlCKd9az37zBeM28rlvMaJUAEj5KKM9GjUyZYBymxqCpSM0c2NfNGsno4EtqaYTCwOENOEPDUsmbW1JizO6qFJHR7zNVLkpVIbRlv71Fm4nDosc8k2jdIIQhp4No11E3hw8xbGJKnFpGh65m1O4RKVGRke2AhK3wSaBeoKk0OvnBYvKD99JIfsGU8HgjANA1cLTXKBey4K/Rx71gsG8LVJWdCEkIg5sRtqNhHybUcmHQuo2vgSrZoMZFWb/nUbjFU3MgFyo8sdObTswqEoGkT4xCQUmFjoM6WJDJZKRCKi+cLQsioukVGT7sbmaoZvj3H5czLcFfE602LaGp0o9BhJAOxKTZpT0DNEva4om7yCfSmEbnEjaSx4bjbIdDIZMgSrJwxTpaoMiFYpskS4poxRwQjxBqxmOPzjoVOCFU4Qj0OHx1RGuq5ICpP1WiyOpQxVz0gqkjY3hPdjI0Z8RFSDggCWufCVxK5hMu2gJS4YAnZ0y6WNLs1WVqimIrORUle6D0+zPHzK6Ke0QnNq5sf0M5nLOZnKDOQEswvz1Exk9YbtGtRCISCZt4QUsNl/UOGyvODC4luMs5NiAghRdTZFSJ7+mlFFyeS0KjQc3zzgBOBzhUTlPCCsQ48usyoWtq24f/H3p/EWrZud53ob3zVrNZau4o4cc65tW3MwxJF2g1k6QkJZGGBhdxBdGggJEqJBkKiQQcagKADtAxuYSPRgBZSdiyDngQdDDyMnemHAQO+xSmi3MUqZvVV4zVmcJ+szHxKMrl5leh+0lYotGasvWNp7jnH/Mb4/36xVPLuiq6HbHekgyG0DeNFSIRt8L9Eui4A8DzeY17sWF88w1uwceHcDzTLr1BK3R4mfUPUhDNbwX3oLRDxyyvu161QdprJZUXqykO0LHVCDj1t8IitaKnQthhjiO+PS9ayWOG9vIHhxYfM54QzK8bKdq7mSF0m+gCtEayDJSrWu/+rbrv/q+t7Rc53aDlTqEulYslv35JyJk5HUlEwFlMWKpEJpTZpO0nGJ2TYmBnJQ7Z1g/6hlLBtX9f8fihTHaFe0RuPX9+S+sBUT+8BTErKhbva4A4dJVWycdjrgVphWhe8dfT1gvgWd15RA9Zl4nJ+z1kQ/Jp5c14Q67iMp+0J3cCCY3l8wBpLNobzfGbCkvJKUaUfQUVp6WBVSil0fsCaQI0fYF2HUjHs8C3I+IpaM9GuYDqcD9jrPVaV2EZqKCzLysQCzlFqxWZHNoa0OkJ/Q3d3i+sOiL7fFcjKMV9QY7Fa8eKZ57RB3xyU6DDOkqcVE1q+7L+AX3py3p5kjtVtu0mXe04LpPGW5A0SHOP+S6Ss6LTw5D15XllVyMuFXAweIQ8dxnvMcUZM4crPSHhFWQTjLfHyyIRhCZmw3xHLE/vDYRMea94IxPs9sfZoeUaNC0s6M9cZsQGxHi9gm4a72z3nWYllBCqijvQ+hnxxAcVQp5G7ww2LabBV+Tx9gGolhMJ8PxKGAckV2wYWnUjpjsfJsHMJzID1nsfpG5xS5m1sOc+Zlw+VSRa8GlazCUYdQpsWrg4dgyzs51tiiaxuIgS7zeKYjvZqx/kSicFv6gEx1DhSJCOxbDeGZmV3c6KkieOaeHV+i4SZdFlwAnN5TboGiyWRKfpA2AyRkCt+SNhDhy2wpplGVlqXaFohl8Sh3+Z8zLziOziTaWpFYyQ9u+MgE/E9UVaPC7f2CVcyGiceaqYa4dldS987Qgu4jRnzm/cwhYbVLkQfUGvxOuFoCSWSypn2vGCMQ0vBUAk18uxmi/x/4ct3W0JKLKeceYaBmijDgRwT7fM9y5xY3IRZI9IGMI5vTivZOF6EC+u8YvY7DlyYSoRamEuhy08b68UZarORsK3IpjqoFWQiu4oWQ8WREviayXkbxJ0fVzS0tF3ifISlJKINnKd7QudZ+5ZYFp7tLLUNqCq1N9vuJAvWGXb2W8QyEdPMMc6k5YjzyunNa7zO9N4w68JoPKKJj656sjHsvGJyhLJggzLOD6SUMHhsa2iaEScTpg2MJTH4laIHfP8R0RWyVTofYNjTfeELZC0sXIO1Gwfn3TvcLNzFC7vrA8NhYF0Gdiax7yO/7QMHOfNYnuiXDX6I2W6hJV42pUSFq3DNOGZWl5lLz+XpLbZs14787hWD+4BmF5hT5bLG9ztQO8pVw9XNnrgWtO0w8bxBHd3WZrOmYeXMIoVGK+IMszVcm19DFkvuWtrSYu56mt5BqXgjGJvQGnHeQVm2+Hiq2BL55FjYtxOvTguNnnn7+BoyKO9omoZXLz/H7jzOe2K3JbiWuiBNIKoi9b3GAyUdn9AUmUoPl7SZy3VTB3031/eKnO/QatxGmMzqeP3wnvS6zhs/RxVLJKeV49UV/bUwXO8pOVGnFaPKcbCskkjeYNYTNc3U8Z76Hq5UMJzniY+cweYRVUd1I3x+RIHjWPioPpCsJ6+VZ/uG9uMrmsuRVBWrGauRS9o8QEkstQvvmQqOSstiVt7OGSuWtRZOqjRNZcwt6zIx6o4b7UliKKGhWJD1EZcUsXBIt5DNe+jfFdq2rLmhNQMCmGoQCzVH8jJRS+bu7is0oUFQXFVqD9WBzQuP5kz2DdEWxHckK8QM0xe/jPzm/4HuauBiQZyhWrMVd+Vqo/W6hpJXEGEVQyhhA58tCcHixCG1IReD6RrOc0IQxvlMzi3nZeAst2Q1vEsBSiUvM0cyq0aW0BOXwuu6JauO67QZ0uuWrAkEpFaa5hEbIuN5puD5/h/+EjEJ43TCVEMIlaGcqSVD3247acYyPo6oKn6+R1xD6Hfc3gygli5f+PTk0LANhpoqLHNPDTte2oVqA7YmGt+8T59VdJqp0y9hXIVTorm+2QbExRHjugkWs2CMIDXgm4bm/v/FlVcwwmmMfH+IxKngTdnmK6rBisHbQj/0SM34all1xHrBGcOzZ1dkHPn6hpQLxQjBr9RSsUXwoqyPBzoreKu46Z6SK255S9O+xBvD+ixic2YMATfsaV1PNBM+zVzs8m3bdXCVKWcCunGCZGV39RLjKoXEQKF6AyVTzIVkhatxIeYNzXBtZ3YuY0zh5rMz5ZN/i/PCPK0sdcEPmcv1gdy2hB6awVNj5KpRTNfx5hoOh2dUX3HyCcEPBIFsF7qkdFJ4t55pOzaZ5HmF+YKRxFV4olsmnpWCiRHsinOGKT3h9omUM6VsMW2Dw6oi5TXRdzR2peuEYh640QtxEpz3SJk25H6KGNNRdjDVjFhDdZYprfgs6OCp8l4rUw02RSCQ1DFNFQSaLvOuJCiGuamcl9ckqzykI8KIkhE9MaeVUTyPa2YpF+a4IusTUS88TU/kkljGTOgymiNt/Q80HZg6smApOWOozClxyiDLjDcjzdCQ1jOt6WlpKVdgArSaMdazloIxitgrRi0Yb7i4kVCVh0V58WLPxQesdag1m5R3HLFm5frNp6h37D68Y0mF1ia+/2rhuve8Pp2I9RE3jpR6Rqwh1QEfV7zfs9REaA4UY2mvriide58w83xx9yF9f8UiO5xTLlSKb5DckPo92TtAeDg+YswEmqg5oqJc1kQUR7yBoplhmbjvA0UjYiO9HCnekLXgrwviMqZkhs5hCjyskTwVqJlVKyXPqB5JFYhH5pTZ7wLiN79Jziu73Y7Hh7e0z0eGw568u6bUFRD00JPeX29EBGomfPRltFSyGSBXjtMT1QmyfneBgN8rcr5DqxvYnC77K54++QYv3z6Qc9zSEAK+8TD9R54WkKCE6ytMP7CYPeulcAqVixu5uESbR2qaePvZf9wG7GJi0co6J3oDp2xocYiPTO9mSi7cnDKLLZxSxSqQE2nvaMY3yPkJoxPLGinNwLgmtG2JMfH5ccGKpZqW3ZohWQRlWSaQGbGZmJWSMiY4XKlEW8j7PTUr5b2iTpyg0dLQULQQ7A0GS0ZYibS68to9ohm0v6FqwhBIqXDdH5jzFj2UEKg7R1sh1kySzDRUfH/FxW/042/tbrh/WfHBsaaKcw71HiMe23YbJ0jAiEGdw7tr4ryiGBIVI2abcVHI0RP7FhFL6w3l07eMTw4jhaHccU47luyoRojryruHIzkomgtT3i4giJKCYaF5jzVXTiqYfI3zE7VcOK+fUH2LvzK8+fwtqpn5MtPJG7yNrNOEasYZwFjaR8FpYH14IFtHEwZ6byhVGGLhPGearqWWsl1oqkFs4M3BoP0eNz2RnMd7R/WR4e0ryrjNWJUsxLffwDq7MZeSEEuBDIjBqUPEkM6f01vhWR85rQazWJgMu/GILY6kibZptki59SS7YB0EzXgLjfeE6wFzuGZZDHOxvLi+Z+We10smS6QATw8tzoDD43JhXleeFcNpXZDiOB/mDUsQAtI4qlk5HN7iknKykV1psOJY2krOIKni8sboKbsjWjMHfYc5XYCC1gK6kr3FrZm342uyKl+5HmldxQcFcXRpJHhDyiundeT26h1ytaN0LTVOvJWJU1pw/UgOlsdnFts1SCP0dSHWls7uttZyPOEChFIwy4miynJ/pLUGyQu2LvSXR7p5oopBbMVYR66RVWfO4z0zibUJWAlIPtM2jhJaRCKDPLC6N5sKYV5pvMNIImPRHLFNw+IasJXSNsi+JdeKqCdjtxa65vcBA30/HdJyVmXOEa0KEmnXQjVKrSeKRqy17MzI59/4DJdPaIW4a7gssEbl4eE18zRCXcklsuTCshTCbptPafxLQttQiUi7pTIfppl3aeKcK9OSaEyhqQavJ2qeqSliTMbYzMEYajWsspGoc3zGY7BkNaxmwuqB+bJSmoDb9RQbqNVjcubNugHw8s0edgMX/0i72xHiA2oNNjQ8TTOXuCLGEs22o6420OSMkZ5C5i4sqAMjGXWOuD5SXcN9PBO0QUtG10fiAsOuA+14Wz3zeWZKlfOrbzE1gjeVskbycEv95r+m7PZUo2QpyCUypkQ8LUz1OXt7IaZH1M48kaj1TBDDGIXGtBzHwDpX1pyhRko80/qWN6dKXZSiCZ7d0RRF4woKbdsyjWfW8kCSeQt22E3/M1FwrWWWiIqhaOFT2ZOK0ARBzYCIhabFhO+1q/67XNU1lFgpISBlYZoi62Wi7wLqAq4/cJZHqgjHt/8R8+KO5u4F7ZeeIRqIredTd88iW2oq9y9Y5gsmeD57fCJ7ywe3HzMFyJdMl4W8Ji6PF8bjSBctuUzostLbjDy+49XbV8gu4U/vWNIDwTjWtuUgDtc2ZNNgzy/xzlMkELjmKlhe1gOaV2q4YpZMb47Y80L/omd+v92aitJVYVZHrQXjIOWMk4bNOFBotGwpL4R4eeTkVs4p8lgr1hhM7sllg/XN711C4j2xmZHqSFQWVWqTscFx3rVws2f9xifkudBaS82KdQ25b9ntAgHBCpgy0pq6zUoVR64ZjYVMxZTC7dWAyoqeet7eX6ihwe922McrxuMeIxVfDqhaRCPZdtsTUSp8fbJoUWLJjC8/QUSZ3UgJW5EjpjJTKW4DxVELObxm0cS6XphOZ95kOKcz65pxtfD0cM86z/gIy8VBc8bGFlt6Xp8XnG8xRklxm/d54V9zdXPNnAN5mjE01CVjD3smN3DVVOZ2Rx8cQRacE3Se0DywFmGaZ+r+EYpQV08XMnt3Qzj0dHZHU+D+2GDrRGNXmmIx00qMBl9XrLXE+Q1DuxVarB7jtyfdYBRspjphuB5oaiE9f8GZhusV5vEdvRGKSbTOkVLCp5GKR1hZSuXKeCapFN1SPqhsbCjvyPaIHw0Gz2IyBoc3AdNk7JoxKdPnlWw9T25BRJHHt9Q1Mjcbo6TmGYLHxMrjcuaz9ev0YWRlZbEXBKGJK74NrFFJXNHvInduu+hX80CUROOeuK8rSzORbUVMZdHETe95uTj6Q0c9PiDEbVe3TqQ0bbHwt6+x1pFLpKkJuxY8cNIVjGKHA4MDmZWLvqOYRBwCRQNtPUIp2KCcq7KUhJQzi67Y+gr7+pvUGpmqwVPoBljyAbWFrA7nI7KckMaTktkktmnE6TYLV/NEb1YuKeG1YdZAayM2K6IGkcxSKmrPuDxxN1ie9AmNhUglLglVx/3rz3l8eEutoHZLs61LRvPEsRjuPhSct0ztI+2hgmSWGJHlCZ3uyeIxtlBjoQBLHPHLI64WRFYOVxe0GJIakoEocGkWsiqLCkaV8XKmfnCH7QNnGcjJYPLKaxoslbWfycZQ0id89KUvYjVT3UxSgzWGYuLGk2KHJoO4yvXNG5IatChfaR8pvaWmEURY5idkd8fpZFhTj1fL5aiUVfH7HenmCyQfcG8vvHyXKPOF6KH3hVwNNIFThNV3aE1gyobrSCtrqqSyI5CBC0WFl6cZcSd6Z3lzKlh5L83NiRIs3hT61hAsHKuBavEWdHqLWRfqt/4FYLE1ki8LZ008qwum6RmGDUx6XEYOz1u4Drx1Z9QIS1IWneh8JWsHZSVoh7Hfa1f9d7kuV1eQJk5ypnz5mqdz5PEcuHnueXl2CI7VZNzTG+bxSBl6JAQutaC5YELg7fSWiG64fVVio5haeHc5YxpPWCNCJK0zgxr8vDDHkeh0awPITDOP6O3Ccnzi/HRPvL7BWoj2kSvbMnmPDx9vhFu3Y1862qZF32vC98HyaBtsbai2YZZM6z2dDqSYiOPC2nq0ZJpqeIqJSSt1esS3O0LbUOLKNC90Val1ZNFKyD1LUKJuLaGhucLOE5fTI58unzGnBhGD3D0j6kKysOp7caQoxlpce2Dhnvg0v1dngJ8CBsF2gWB3+KWw8zvQBV8MvdscRHVNGGswEunniftfm4lTg5fCaa7cR082e3wJuGq2qKVYMDAYQe1Asg15LbwugeoSsWTW4yNRbkjMlKycy0KRLRmnwz1BDObyHHEjRRYul3fUaWKSyuPxHa1ZiPMNl/PXt8HWnMlU2nZC1LCkWx4fFj4+fBlvFlIuOCvYUqhXz1m6r0CJeNPirOfOv+DsenaHlqnAFw4GbSxFKpo359HbaHmIRyY/oTVQllucKwztAScBX1Y+HBqOTx/QZkNvJvYe6rSwRMHWiCSI6UK3rlvqI3ucVLwo3X6P6Q11t9A3EdLE+fQOFY+bKm/2ni7eAZld00FdkJpR21NdJRZPY2ExHWM0mLxD1KCuoi4QJVOLQWtDYqL6iZZKlcQwZyRVjHMkCRztCVcrOjRkp2RXoWZ2JyFaqEXRUpFSySePOkFsgxeDTcr1bYcdrkjdnkGekLe/tHFT6ogaS2Mz9+Kw7QO3eoe3wkVmfu3TT3jIhv2+R5aMMRWcYsrM+eYFWgwxbSm3nCPGJKxYnEks4RliB8wHX8Y4gyYobkVFEQ9xEqxkQlT6feQ8XyN+weaEUAh2JSiUUhhVsboB20yI4MG5W4Kr4IUJpVTLeRaue0cbDUjE1BlrLJodUgrGOBqTqakhrCtaK4/JUe2FPEXEnUhaKDlzvpyoVenqI6fTAzlG0voI1ZCpoMpxGpnUY93Wrjs2Z8TvQJS+O1LTitMZrKMdJmLJLHYgpMjeLuzSSjWRJkzMS0WNcPbKJBNPbiSmRN7tyCXxsQrWWcQIxsK7dcbrheKabT6qraQCc8ns+4ZnbiUfFo5z5sWVA1OgVHbSQp+wjRAOI2oclvdOp/cFinMOvS6IgTQa7p1jf+6Q2lJLJrkddXjGabhjXSuXVUmpUK2S+46CYR5WpjVxihN5XtjN3+LshNvcowaW0tEQMaagJnPOLZ0qOU7o6cTgB5oOPj0+crE7DMLV/oGr3nNMDhcHdo3ls6v/ARNnynQijwK/+j/SW0fSyovSkEwg1stG1lfDZ8OAaWa+FR/AWz6oIydTCVga60ADVtx33UT+vSLnO7T06ppaZkqzkl8ciHPB28i0npjOj6S1oI2STpmPfWKpC1kKl/EJFLqa0KisQEyJz+/f4sJ2wnz2+ADOMs8rUjPFZI7rQEiFbAw3c2XNias80TSKNJXLOnHVG5b0RD3seTWDLZVqDNP1F0hOaekJrqPrW1Ah6oSRmWINbQ2IafB6RnA4iSQKqsKTs9hlJi8rl7Ry1pV8uqfb31CCIYQdy9tf56Pmiqd0RNRy8kdSLSz9E5/Hd3TmCjdXqmZeX97DCYPnfjltzJjrRyqKiKWkSLJg1bLokeGzxNj+GrkWSqrEMnO5FqqZgErwO4RM45fNfB321PckTqHizzOffgMiln544OnRk6bM8WWGarhuMiE6VA0aHMPxiehX3knLqomndE/tD7zjyLReyBKwJqFpJpnMiFL8TE6fUwSWT3eIzFBnHl/+T+SsNLNhWTeR5xoH5vk1aU1IWZlVcWYENSgNmhW722GWGXWCN46+DiQUR2Yaz4T+QNtZplSooWV3d+BXzie+MB/5uMuk64yd101LoIZo7rFSobZ8cThQasbi2B8dcnmJlsSwRNql0hWL1hNLzlRVxMvWvmjAFqWvMzoXbs87euvxg8c0DpbXMM/bjqMzOAAAizZJREFUjMCrz6nOoTGSxwsuf5kqmSs3o/lMXWbSmlnEboLH1WPqhdO8I55vCH0BI6h3VG020antUT0Rh8+otYATBgsSDdL2ZLPyziWsJk6yUqlUNSw606+Wt/VC33WYCvU8UuaMmK3lEERoYkWuK8V5Gq+4ZaRd3mDSyNkZ4m3dAJK2oGZkYIdP95ziNo/3uFYShnWOeKMbVXd8IKuj6xvUeTptt2FazQQbCFKAniqORxswbYfDY5xgTKFpKpfzcQtBnhKtQDEF0RWtwjoplsyy1I2ErJZH02KDx6WIeEtKT1i1aLvnmCNz9fgqVBJOHK6M+DphTOBGnlM0s7KReutyQ5DNl/fY7FFTqFFY9XPECH09EVPcQIk6UeKJSyqUcqbajfqtKHlOlACxK9h0z92NwxpDqhZnIlmFfjcjojhvoRaku6YvI7dtYZdHeqd4E6nFYnylmsDqLrS5YbUVL5ZRI4/jiDWbfkCC4VhmnmQmmoYmGIKZOJ6OzGnFNy2fL++gtUxx5rb9DNgYNk4spheMU2xbEeeIceLRJIrZiPaH/h3usJJYN8UCiX4a6Lgja6H3zxFjWGtDZOUSVy7it/DmrkexvCmvWS9P9PuKLiuLz9tnY1omlzm7PcY90TSFNjim3HBDS7QNt+aJXbA8mMpzr1AHbHQ4eUvfBo7syLbhrgmcs0WPhVwUHRfyZ/9vruuIoPQSAcObKRI6w9u58vYc6dfPuSxnsMJQ35F2AxFYuh3Bv6CRBk3fXerx94qc79A6r0ru4AvPn/F42uYcnETSugnXTqcIKKUYwvIGjQ+sZiSOZyJHghjawWNth4hwKRmXG1SV9dVrgkksdYOFWQoXbjCxQFNoVqEy49XxQV+odmEtK189CJAxQ0cqLWIqYj2P/hrntwhx3+yJbNTRXBO+EVrbYu2AGkdxDWBREqUWCA1itl94W7fI66K6gdFiQhvLUluG1nNrdsSy4MLE/RBZ+wvWwlorOk74qcF1LU+niVfhFTVc0WjH/rZhtSsaPM4qaV14G9+yv0C0K3m3EssTk1ZOsmJqpZJQmbFUqt12fm6+sGCK0DjFKdSaNjBgjDyeLiyNw+lbzrFgz5H6qKgp9D7iVkXFcjEg6tHhJUuprOVCjWdq32JroeQF205YXRGUKonJek7+JTV1FJRpjpQilGXm5asLMRoGhZQTx/MnTO93muo8scaZkwTceGQpBbU7NFvWfiClt6hVrN3hqqFhoTUdZVQWu6LXe6JWGoTOddybCzlZrpoBXETHI5SJ6hvGesI4SzoPBCvU05k368z0kOmz8o3P/ieM2UE9M78UDq++wWqEPTNVtiH72hQkJQKFdJ65PbdcmY69c1QP55iZ5hldE1PMfPj8DZIzGhe8t0wy4+ITYiamdTMl5ydD4xT/emS+DCQVYuog3iF2A7DF/PE2JBsOWN0K3ewDasAZQx17CIIzJ1aUopVZI5lKZRuMl6pI43DO8x7WwOfLQsNKMopPF7rpiHhHWy4czMzOrpz0kak+MdYbuvpI4xMwk/qVLn3AZX5iLoUKXBrhzasH1g9vkCJ0sqDrTC2GrnFgHR7HQ81Y73DWM5hKNZ7VCEmFNI6YvEWzswrWJvq+x3hDvjzSCqicMTEjTabS4r3lOCrqhJUXLLrFk21VjLec13d00iBUltahrsViWdITHZ7VLBDA247nhx6jlRQtjbXk6YaDBqpWYqnEohgMczqDsZQS0RJpyo5SElYX3pYEZcQdV6waxGbScaE0K8ksaF14djfQHq5Yao/VSo4rxlkMSmgdpkboXtDnE21raPsjjk0bEtY9tq0sIqTmyE1ZN4XK7jmzLywlYzVBY7FtTzSF3q+U7hqDYtLKkifWWNjd3HFcNtfUWl/i3btNPolCLew5YNoe491mqz9+zlRWonqWJIR2QS0kRmpOhOYlfQ2IuePMRFGLaxzFQpFESULWylECy64BhLVWTuPEOzLiHPPlNb2s3MjMSCTalij3tH7TWZUqmNQQi+XgK4N1OC+0ZsFlh8Niiyc4S5ZAkcoXdgND22JyIq8W0sTLeGJO28wi6rHBcj4MLNcdpliafMbND5g5YJzBukfM7oZqLDl4mvCMwYZNDvhdXN8rcr5D6/itBUzC1DdcjoXu7pYqZlMxmJ7zednss3UAySgLJc+s00pooeYF7z0W4dDuGYKnqw22JtYlsZYzL8VTdSH0hkhgjQ22bdnHA9ZmxHqis+RyQpaXWC9oZfs3dsD5TSD3WFaaNmAbR/A9xhZyMSya+PRpBrejCzcksRRjN7eUXZme3jKbQLVQ10dsNeSUWGXiKSWmKYOtDHcfE8vCUALqDdrMzLLQM5PqSkEpS8EmA96QlhVcQXTPcnpD589kl7fkgLWYMtE0A6ZmVAuf7BdcE9FGoDVkCuSt0PFYLkxYsTz4HRihxAuugzlmnO23NBEFc+loz/dUJnbLiTIOFK2cq8NjKVp4jDBUj/pxEyLmBFeBqJUhRcROqBRKLtg0knLhVX/CDEeW8QYUTmslTj2ilnTetBdNFaoW1ClFO9aUWfM9NVdCcyBG4RQFLcJsrniKK1krsU4MYcclKdeh8PIceaENpRZW07Afe27SG1gD+0OlRmh8i9hNu0DNqBNiWiAIeU5ce4OeIw9LQkZB7YHTNz/jyT6nBFjmQP8wIibiS2GbHi8kP+NfP2wzE+nIYfbs7BVqNsnsikDWLVpqGz7YZVBBnOXRvaWSSDVRTSS7EQ0Rf/kSQ5PQCU5LjzolmUzW5xi3kkSpvtuAj36HSOZy6fEiXF09YqujlIJTWNLK9edQpTD3lWIS1jZEf2FtPyX2hod4IaPYOPEyjVzPA7fLA05mJCfOMmNZEd3wDslmFo4kGrQqqwSsLOQWlEAi4xLU3Rfoh8/Q3ReZ2G+x2hwxzrFfB4JuEkl72FKW+IA1gd5CMYbW7KlUlmmhLpGoiVodJinWbtLYuqyg6+ZjU6Fapds9Mqcz59QTDwtH/wFqLSk+QXEYIilC03WMJWL3r3GaMQg5J5wWoukpxqJiSeUdPTPtuqOlo07PaK5ekVe73cskIbVwvESMCmIcORe8OmyNOFvIWshYGvuKXgo1BJqhQ21HKROheYUx8KX+BcZco1pZ08aAMRRUCk03YcuOXiZqtZjebIgLlDreEAIU29DpkR5YijLgyKYiKvjDBiwPzY6TnrHO0kTFUFiXSimJVAQ1jvHRYOKZ02hw4YgLE+7wBrEzh7NCsIhRcA0yZdbdO6xfeXkcMApUQD5By0TD4ya77Z4z1pU1W2zjiU0iAyWtzFc92VhWZ6g2IChzSlzSEdMH/OMZI4lOlYmMhJ6zU1J8rzcRIVwMi4mEVmiMAxs2vEKKiDhcbihFSe/b6dd9y9P8a9S4kIoFqdynM4/ZbD69YaBrPfb5NY/Dng+6hiZminHUaHGdR3Wm0nCsjjPCaDfyubu7++7diPlekfMdW+u4oBopyz2Yygd3HSoGb5WlwnH0lGKgPyCHDqMbAO5tfmAlUWreCg+t3Ox3+NqB7ujTTPSeWSwLlaxPFGepdORqaPeABvblhoJlaR2WxNJWPh0TRgXymUJFrZJqJlI5dA2DGSm2R7OylMo4gC2eBATTsmJJxtCUTNdGLvMJi+PsI++CxUgDZeGikTqVTXRoRmxoCe0RHx4wzYRDOOtIXxPvppldyGTZLtiEhZhG/HpBiqXODzi74r0la0GlcoUwzWeocMXM5zrjrkZSSYS9IxJREUpZacRw5ILrGqbpkaWplDQR+0jKnuB1a3OhhCelmx7pJNGZEwZHWU7koowKkkdiDVQSiGK0gi3otLBWQU2gyCMYw5gh4SjVILcXil945+6xTMRaMaXF14GwBho34qeJWlZmgbZuSoBhrqQKSXZYrcRlIo6GS7jl/O4l1tyQU8LbDlW4CoViHM/dFXVZKMlyVQNtnXk39jy785TxwhIzagzUilkTjYKcF4rLnNKETPesIkQVpDhq8wWe5hFVy+oWohjCek3oXqLugbz7FMnbU7hdV+Z9pTTfZND3kEdjqUPD6J7z8hKpZPb9QNdWpCjj4YrZPOHZ5hG4MRQpZP9AR4e/fceTbUhSqGVmMWemqce4jFZhaUaMVLQGEKGmDustplSGqweomVYacmpINlDJqFeO1mF9wbvIY3zg/HRPKkpzStR4RrPQMPCD8Yjvb5GqZCdk/5rgC2uesSq4rlCrRaqAi5h6pnDLWgsSKkMpNLWhdSvPD2d2yzNAKVXAOA5G8RScGvyu5/LiluQVVyPXTUMRxZuArZE5V6q+oUrlYgp27LDSo+6M27YDtkSUbylhRbKjUnmkIzaFS3NL7BwpLjg9YHKh5meQBG53PD0avC7kuqNIxtSICXcUwyYAZqG6CCWwqmA1UMNEvQzclSdynqBWbDDbUC4GtVvrs9GKUMm18lpvMM2ELxHF01xdYwZhNODtiUsx+Lqn0UotSnUjNbQc+kdMTXQ3246DbZVaMyItJhR8drQM+AB2uMVVpTWJ4Bz7MjHUJ5y1jO8SGeWqCUQWlnnlEDO2FHLpsPNMqZapZEwxSHtNzAKSOfSVcb4mmpHmk08ZrVC8o0hhzYlcd9S6siaPTjfUonTmDdmtVDdx7ZVj6CmuEEvhLRbFkHGMZAYGvIWyWtQIPlroHnG94WhnntUBsoOSWMngHFkskUpixGGYk8XtHui6sMEdbUPQTFsTt3oAdeRaGePEovP7B6//QMorq3tExPAuT4yXBNnh755xqYWvFWEphb44PIna3uCWwLFmKBdepYbXxRAb5bU80oZI1vxdvRd/r8j5Di31Z96kkbKecHpmqA9Uq3hnWEvFH+6xJKLOZGeQMJJjZtGVWpXJnjAeGgPSnslRMWHHlc7IzR1TqiCCHhZctTQffAtbGnatIydoqmXOHaOMOO9YQ0DTjNGKpieUyrEafLNnlUQztLh0YXIZYaIw8fjFHWbZhsZEBLEG21dsfEI/POD2A6JC4cz52qF4gnekNOOK0K8ntGTWtOK9stqZm2ZBZdvSDlZYU2XZj3SuxRbL6/GRuVw44PHrgFlWQulog0Hqir8+YkPHLI8YMXRGUbtSlkfG8YnaeGp8wPoF1y9kN3KxlicW3k73rP7MkmaSm2kUtLlgTY8WJXDB4DFasFKgUXIuBGcxtqLlwsspk1io6vD5QhgumHVESt7gbqxUnzHNZs0uCCuZSQKv+QRrRwoFQiXWsCVibCQ+FUqZ0dKx2pG2JDQJANZvf65xJa3gw4FXn35OKj2qEStum4/Qip1XahFcPVFr5Wu7HarwalVUldPS8HC/IsYhRESVu+KQoqj0RI28e3xDFMf+PJBrIlVHErb2pK1MuVKWHcmd8H5mMSfWZeVV+eaWmnEt2W0gRuct+y6wtj1i7iiaKd6BvIN4xdsx0ZSRRUaMCEtQsu85Pl5DnXClIRdPiu8wBozGrQWoHqMK1VDJGJPR3KHV4zQhZDRd4X0mSMFWy+Qb6lVPnS7kOmAszNbiHaRpQpcnjs5vSZ184UXtqRoJTYvHUlPPtGuJDfTtTOCMKASTqFWoOIKsGJnp1oAxHvHCPq74GLk2E5N5onErVRdOxZGz0vvIQ17xKTPZhel8QUqmrE+8HW6pqoQqUFbmpVJrwgCrZEw7Q1HsbkGrQ9QwrzuqOBpv0dRgnGWJHrM7EOtCMY77BCLdNpNGS0IxvXBZPKvMKBZxHVoKSqC1AcEQJeGMxUtLLZZgPet0hR+vEes4zIEqCR8CMu+xCDdX77D9BS1KM5xRLbzKKzZkkhTUeLJ4iqkokGVkrZ4aIUimtO9odwvVOIZdxrWCb5WaBddvQQKr264UcY8mi3MNrI9oNTQubSLWskDdQKfLCJnCx7d7XH1Djh2dArVQqsHXRF0WVgWlx37jFQ/rPcWM9E3mePoAt3tF1EfC0HHsewJPaBUymbR2HDpF6sqkjqFWoG6tfc001uKckFA+iZZrCWQs3jmceoJY1osF4LqxqFu4VMNaFm7mhGI45CeqO3NyJ5q8Y7bnrYCXBXGBfsiEtqEpe4IWvGQsBUkVxXNuXmDImPCWz98kYp54tyQqkeAtX9aPaZfA7XxAWigUujeJJis5VqxNjDrQpR2aI+jM6+KYTEOwlUkvGN1UJd/N9b0i5zu0yu7CqlsCJcyPeFbEK84YfHiHhompOfMujbyLFVMLyUa8NRgq2Vbc5Q1OEiLKGJWslScqreuoWtHqoHn/y9M/4uaMLy01PafoTKmevIPCjBjlwz7RCZQYyax8Wj2991SbWQXOaSHWiWIVcYW5VRoaaiokZ5h2nnD3yEOApbPMpWBqRnTkQsK2Lc45rCmE4ihFOM+VcXmLoaXaFSctKgrO4uwGRpx30JiJJAfGfMGoIbY7JAf04glzALPB+ZydcBKo5ojJnoBwbSK6jiy7A6tfsfWCHSrhLmHrhbjvKUa5MPHAQmkFa2aM3pOrgo1oTtisuO7Djb/nCr59oNa68WdQYpnZuxOTUQRDyRPWZzSDaMIaUK1kI6TcoqqoMdRoyVgmNoaO1oj4xJpbUsnsayCXB7QmbL1GpDIfDVoVRXiVHrjYA6e5cokz4np8dCQcUjNGlGFoSCPE9cI6J3x/xOWF3jZEzXwWM+2rCTMnzo8rJrUbqFCEMBcswrR+iM3K0xqpS2I39bhx4VIyrQYao1inpCIk9VgcNTdQhSxnpstpG4S3DnUrKptTyg+e+egx0mEUNFii3GPKzJQzUjMWxRvZkl9+YFEDbmsBueQYTaFvDIJS8gbDLGsDOaC5IqpQG2xfOcRnuLYg41dw54+QYBnLmbERhmKp+54oe5w1xPJAud5vLTRWHruRuNt2A2upFD8RYkfWihbPmiqzSwQgjgZbhIPf2jtVHWjk4EbuRqCpNO0jxizkmBjqTCUz8y2qLGTXICqM6plKhjRzeXzLMDokZ1YjXHLEoZBn2vFT6uwB3c4jBewT1QXc0G6pHin4dkbbASsHltSQK4T2lug6Upl5Vfb4/i1J9pS00NjKab5jiI+IaxFZ8SLs3C1aK0zPuNYD52ahmIoYQfNzyryjNY4pQ9CGJAEbb4lFEL3GFEtvZ0QO0Myb3NFUvPYsZibLppCI1bBoQ+eXbZ6nrFQ8XaOIKRS/EMyy8Wj2PaUUrAXXgNiFZC0m9qhmrHWYEkD2+FV5lu62a4dWCuXbuwqlOGLJ3Nx8FZhJ4nFitxkxwOdNxvpyfsUZg6ZIzA+oSVgrqHiu+kweHhluDVI97e4dRjdtxdi8Ys2ZTGQthiYPNCgSPFkW7rNycStHMvktdM5QcHTWsuBoMZvcl4otkE3lzZShJuacqLIlbdUcWc1IUzpKymAKTk5ksWCVkAONSbTrgjMZZxw5R4p4lmZPjJEaTvyny0uW5cTrNW4gSFvw00eEGDio41uXkWIrn46eRX+NtWSKz0zhY+ZSGNqENCvBNMzWcRMAHTHqWNP3ipz/LlcykU4Vja+o5ompPJJdwRqDZUJ9QqiceeQT7TFx5CKXrVGsGYKhmz7HSKRYj/p7anxi7ZWIobGVF65hLRv7JWXP0AXq2mzwrrv/D3kRwvUGkPLM+AaMWZHpwrGeWBtHe/+E0BJr4l1ZYInU3mNMobhKNWdKhcnO3FtYfaT6iWgqZ3ugamI2Oy4pc3Uw225PcAxmj9S0SUHTSF0anAGhR/DctsJyugF5PxxqE6U6Xi8JZxy6FrJUTNxB9CQDPYoAfXzA2kJuCk4sriRSqSzWkBtL0nWbc3IFWR2v0yf0xnIphUTlG+EzbswZwwWzRMz+LVlBVEih2QYmWTFmZs2VEAJaI1N5ZJdXFgEQYl2xrmKtQ6TiJGJEiBVSvkKLAzYnWGMqRSzFQjYJ8oFFM7MsOKA7/M+oTiCOHAspP7LkSlLDOo4U/xyfI4JHrcW1A8a37EILqlwNO44PBjPN+CjQCm3N1LRyMZ5UJ3RUjECKV4S6gcskG6pYGnrGbJAC5wxNXFnjhFjHPF2oeoWYwmTGLWLtDPlyi1GHQ0Bn9nJmaRaSOjCGSa6oUlgPT1htSaYAlsUIJc2EYFCjeMm0yaNG0HVAgqHIyjm1JEmYUjjamdYLqRqm0/ZrMp/uIHtqXgnVbZ9z4xhosD5h157aCEYhSyEHS41bxDesC6WLyP4lpR1x6khlRNrKMrQQIysnYGM8LbtvIeKQ5RFvIzelMubdJr+9WAKZoMpuEnZlZohC33skV0qAIpmGQHMRbPfEfPic9nrC9Jb72FJEEQr+3uBqxjWvGYNBT2/wBp70RE0LJ/FgQBGMGOa87YDt7T3VtyQqQzsRrKWTr5JUWaOiGlDrWfWR13GP7yZyDUQL1hcW6WhkxTmPK4EuQLRClkpHS4fn7e4/UaVgxJKNpdBgqmDMkdxdbZqa+pzpdE2DAzX0HeTaY2wlmQzYDV7ot8SUiuFRGmYJZCI1BpbZIcBDHdGh4MxKVxNLEoxpwa946yguokaJrcWsB0Qy2hhMalH5AQZadqWjVthbx9I0FGNZddlM5jXz6auFKkqSDmOEY/SIZIa6ki4XjunI2UBc77FpIpiAo9KHbSB82VteDIZSLdI90LiZdpoxNtMeIrmPJHG40uFTwfSWZJWlnOmagbHCenHY8EiiRYxhVMUgaGIDOC4rVeHTnHgthTfJkG1DFc8H5QZdVkR7TBL6kPhKHJhCoFJwMfPWv8JmZWp2hBDJJEY8rRR2uWc2lWn+FNHIN9li/V+XkXdRuMyFxjS8nJ/IJjGXgLjX1JrIYeSkN2QtfO12RT18yfWkVFn2nzNJQqzj9Wn8rtyD/8v6XpHzHVoXPA7D6/qWulR+bXrLop77ecXmJ5o2knOl2l/jc2P4T28/xy73WIVaK0Ya7u09hkJqM2rTFoM0GVZPkYrhSMo7JFlqCuyvZlIMNKEiMqOmEuIbFld5M8/cnzNLXVGzcqqPrO0VdVnJqtRSuASDrRugLJtEtoXVj6xZUOs45SNL2tIca1Ee5oUoZ1Y8qSx0Ow/GoCK0/obGr5gaWcuCFk9fv8BOd1QUVytLDRiUVMBZGMOFh1J5zoBfZqJxqCo36YZH13LVPmAYeJDIVCC1CRMqyMq7mjnnT3k6dJy7CV3O6Plzmt01ta6oiyQajq5gTcSoEkIhacW4e5JW5mqhekQVRwBdiW3Ds3ok+1coM9YkijGEtbJqxDnod4mbcg+2EKwlaUWsAbWoNxQxtK0ltW5LydiRMg5kU8llxoQJigcmxFRKVrQbmWphNYYyF0z3AbfliYMdSDUh8SUZJRiPULFhA5+ti8XUiG0GrtsbluUNB3lByRPNOFLEY2m3tAmVuN5s8xZVGS4Wr5GlBDqJxGXF+BYfPasJ78Wej9A4rHdY8RjJeGkoF48EofoJow0TCXv7yKOZSH7CSksyiqqlGoM1K/c603SCN0Lr90joKakjXjliE8nRceYMZI7Da4zbIti5eAyO5AaonihndO3wamH9MsZt7rgpdmiorP0mp7RqKVOP1AtDPfOkF7om4eUVnpa7Z59hh4zbr5gQMecjaguTfaSkFWNgTDPYwo02mOzRVCnFcKWZa11wKthoSUYx0mNSQsWg/pE2XaGLYU4KZsb5aTsXUKYwYRqDNw1VIq1fScFB1s1Az9aOzO9dSbt4oJXCfd3mw4J9JLQBkzMCeDNT9AcI+cyUE7SPjLVjYKHvXlPM++FzsdSwsmB49dENBYHUcnPlWI3hUjOthVaVS/dq20EQDxi0jyBCKwsyXNE1Kw5Ligeo0JojY/OcJ24R6ygqZDMQdhdalxhTh1Fh1JaTRN7kSlp7tAiLOo6cWZ0Dhb1PpHYka8+Kp1ahkCh2K9JD7TAIZwpSBGc+oNNus4obIZkR0YqqxcaZlBV7e2Q8PW0OPckEWXlYBoyNlFpwbwJvX3227f6c3gGBZLbr+p6VOVlolE5mGo1E4lZg9teMTcDFyLjeYTCIK7xKgvcFsqOVSLCJlcpSC1XfImVgzZZZLVUNRcBLZVlHku/IteNoDKf8jEmumEOPx5GLkkzliMf4kVwCyQcmFnI5cbEXQq3Y+oRzSrp5x2wCd1eVveyITsjDr+AsJFOoKvyH8yMzMNUVtQ3ubJn8zN7OWJMJ9QlMzzkW9lbZ2YliO77gnpjSxEf7hUVkEyTr/404OX/n7/wdfttv+20cDgcOhwM/+qM/ys/93M99+/U/+Sf/JN///d9P13U8f/6cn/zJn+Tf//t//xve41vf+hY/8RM/Qd/3fPDBB/z5P//nyfk3bmf903/6T/nhH/5hmqbhB37gB/jZn/3Z/8XP8lM/9VN89atfpW1bfufv/J38q3/1r/5r/iv/l6xYM5/Uytt8xWl5wxtNvIz/kQfnmdoz51RZw5GvP668ewttGdl130JNxJQrcvUE6rabYxac/4hcI419opiAIaJ2wJeG5XKD1Z6lGLStOBpoPBhPtZVyJSTbMi6RehD8MlOCwTSW5CqmCMWYDfilkGqiNC2uGUEq2QDLPVoKxbecH2cWFib7gBoYXITGUa1FS+LCsG3xiyNSaYpjXp9zHXsmO3F18ExZcBa+eXSEdk/cvSOVxPNQadeZuWk2CZwEptrgugvgOdpEih3OTpQu0+sbjrMy52/xhadfYrrdk4vyeH7J2lcaY7hoZXbvJZtNYVJDvfuI09UVPI20t98kFsUFv33+GCqV27zQdA34M/iFcP0ODRVflCyCE8V3I3e6SSaDEZAGrCdJITtDp2eCsajAlBwzD4BQZZPkqVmI64FsIyqOi4NqLZOcqDagInw+N8ztHnWJS1mJ/rjFWFUQray2EnWiy5uxOAnUVIh8jroOrRnb7zmJQAhIhSjKXHoQwSaDWz1+nbAcaMWy1hXvd/jg8XTcIcxPGdk3BNNjrMMYw2wM8WRwAsltg67kRHP1juQLuSZ2xTOZTMoebMGsCy91ohmeoTlgMXR2x1oM4oSlBZdXJruylDOjN6R8JCZHsQ2NERb7jFyFUE8keY5QiKoUp8TYsVSH7VpiXfH0tMm9/7wWvFYUx7h8gM4TZrnhyg0M7Rm6d7RdhLWCvRDrpsoYaKhY1CktCtZRi8OUQpPAY5DkqbNDzIl6HFlO24A/kmjNgDWW8WTIu4DazNSPjFstw+ombN7SQ+LSBrRsGzCVBCjKnU2baqNaOjdsdGmpZHOD8ZbWFWq0tK4SzYCjMFExzYkYLV8LZ667R07mq2QXqdZjw4XoEg9lR2mEoD3Xh4IjsNpIckeKyTy6kWwN1Xdc+hHZLZtsGMNRhM4ZVGBte0qBnV2Ywh3HeoXzgQok2+K6kU/n5zwtB1w1CIVzULR45mTwVdm1hlwNp7anFMPeCxospE0xwfkLlH7CSKVMX6ICDuEDMSSvaEwMyRDqHu0s2iy0PENxWI1ErVgrvGtec+0MphomnZjLQGtn0ILUTP/Nd+SSqWnPVCeOumJzYJgWlnmg1Od4kxlaC6VDbMQ4aOyeo+vYhUKTLWtpwYN3mVCUQ/ctvM2sVLqSEbsiZUfBoa0lNxm0xQA+XIiu41n0zPGGUFpWqSw2UI3ibMYCxTVozrT2kSgR1UcuEpmxW5rPRpo+Um2mdtDK53QHB/lIMVsqbm4iGM9/tjO/5rYhfwyc7QRaeEQRB8+nM7YE2vgWQqJdNsL0WhdMuqcpmewMb2RjfX03139VkfPFL36Rv/7X/zq/+Iu/yL/+1/+a3/N7fg8/+ZM/yb/9t/8WgB/5kR/hZ37mZ/h3/+7f8fM///OoKr/39/5eStkquVIKP/ETP0GMkX/+z/85f+/v/T1+9md/lr/4F//it7/H17/+dX7iJ36C3/27fze//Mu/zJ/9s3+WP/bH/hg///M//+1j/uE//If8uT/35/hLf+kv8W/+zb/ht//2386P//iP8+bNm/8Wn8l/k9WzsLqOzzRwWQc+dDOfaqSmX2MNiegij8nSpoZpDoT3YG6RdYs/moAWT7CWitJYaO0ti73D1weKC0RdSVK49s9Zxp6pJOZqeHFzQo/PwDlS9wGtLSyXkacgWK/MHvZ5xvcDtvNUk0mugAeL2abxVcEH6n7F2MJjBecKtmQeiuVymXi0kZkJP0xccaFesdFR3RuCW1Ap3POcohEjLWs1zNffALHUrtuKBJcxy4Hr22vO/kQmEdrAjdu4HtYZpmJQd4N6A0T+cwSNnp28Q28SLReWNZFNZqZBDp4YX7Kw8Pn7C8BlreTasOBZ88IojsfnH8PzR2pUql2JeUJ2PaWumAVmU/hw1/D07JbZ7DD7CrVQTcZiEEkYLWRRjmGkuoTnsJF41REb5WzhrnlEsydUYcwW1UKwEWOV9v2T03z+IrMUajNQuxWM4IYHolr8ahgvM8dhYLYTyVRElCKGNylSSmHPFeHyEiMt6HbO+NRRmNDQIsaiXc8qkble0FrIssWEE3UTfY63aPEUVfYMlOWCCBsbRvfUcYZYuJiGLDvEbrsGmUJUQFuKbUhEmlTBbO0EqYo3Dyy+YrQSzYy4BrPfEbqv4ACbz/SyI2JwFdYWujgxGUsuB2rbcEyGJbZIv8O4ieICST2FBXEduS6E0OH6kTLvWPpAdAO+hTD07KunHSaKKn2ZMXGhtT1SK74xfJi+xoEjl6XHqSfWTHSPaLOgfsGZSkqQEaQmaAI5ea7iBCUhNVBTSy0ta/MA+kgrr8mmEnLFqkccyBoxQEHJxlGcwYoSPfgExWS8dfTOkJ9fyCbjbMVWGHYWfE9aj4TQEta8OdnKAFLRoohtyDUznI4YlLManJtZzEjTnOgdyPQlziaS2pZ9+4BtRz4eZrz9ArvSb9wh44ghMboHbBX6pqBDZXYH3oYTXhxlF5ilZykOEzzeKetuoCbL86s7uv0rotnaT7VpKDZscet0DW6h+oZWK40bQXesVKR4dqbFyA4XHCl59tZw3d6yHw40ucXKDe3uLUF7XBlQozgsrV1Y+0i4zLDu8RpwreFLGrlmoBCo3tOVFlksH308cR125DxQNJEr9M6AGgyKHY+YbLmUW5J9JAJ1/ADdDWSUtS6sZWLXCun8HBXBFGUnX2TaBa4cqCSieLwNGFNxJlHNhHcFEYtXcLbFqfCyv7ALFRB2+RkXc8W1y7jquRF4dvo+XPeSgzNMMnAOHV/xDdUUnqYPqeMte3chcmQymdUuxFw42AO0ln6o1NyyO1TG6RVftjfYUnkqPXUK+KuKup5iMvfthdAtVK8bOJMj63v1BcXhbYOzC7jEajJZMq/jGZ+fENei1zMPmtiZ/xu5q/7AH/gD/P7f//v5Tb/pN/GDP/iD/NW/+lfZ7Xb8i3/xLwD4E3/iT/C7ftfv4qtf/So//MM/zF/5K3+FTz75hG984xsA/ON//I/51V/9Vf7+3//7/I7f8Tv4fb/v9/GX//Jf5qd+6qeI7wm0P/3TP83XvvY1/sbf+Bv8lt/yW/gzf+bP8Af/4B/kb/2tv/Xtn+Nv/s2/yR//43+cP/pH/yg/9EM/xE//9E/T9z1/9+/+3f9GH8v/+RVTJLlCkUSqAedmLnnhW9OrzaUkhjkHfGo2D4lWqsnkYkAydphY1eO6K85aMM4wto58+zHEianAU4kYW4nG0lmoWjevjznjpx7bD1yOTxyubjGpZbUtcSjEKhxC5bxcsM+/jqmVtbX44YxYi0hFxCJtw3TTUynMVPqbN6Qh8G8MnHTmJK+IZsUNR6ydOZqBbveSsyk0/YgCyQaURBTIqjxyRzdcc58Sh6snGtswhAPVbQA8q09QO+b2HbYNlBBIwHWdUd8A8PzmHmsrwWy7J04WDnngyUTe+ueov6Lad6yizLqys4auNmi2vCkNS868Cy3VfItRdkRv0FI5XbVEFVxZMRXOGmmDYTaOyI7gt4TSEEacc6Q2bzTZ5DHdE9ZHor2l9ZXFFMZm4OITPmRqdrAGltiAZLDQ+MTQCxftsRWqT8zNxHB9xAAmJOYxEorDJkuuC6/sjifpWYGLWi6xcp4iMh0Qt+L81krspDBIyymecfMTiOHSdiRbsPmCJVF1wFbFYilrxxUKZo9owRYP0xOjMdvgKh11ipssMu9R7ygybxwQKrkrgOFCIYkjDxarYHzGG4vrTtQQaZ2SzExtBp4118xccaMdUTJIRzTCwBZ73cvMqpazLjgM9zIz2YIxm9ds380YBnY6sL/yxDry4u6GpitU1/Ku8RTp8XuPuQp4A5IzDwbEdYg7Ieq2gfGhkJaBG//+ocMXqJGKUFNLjgP25jUyZebaUq7eMNprXGoIRJo608Rn1HWP8wmxkWrOuPfetlAFsZaxFlxVjCq1CIPNWzFkKlk8scxUV5hTg5VM9CPmaiKLYOOA9w1z47DXR7rhjK2Q9w1z+SIdnvr0IWq23Y5GIDuLU6U0SpSNuu7XG5rSUaXQd2esr1ybe27nOwabNmWGFqZQSGJpfaR6y/NgMZ3SmmsW35HNjm+4M0vpELGE0NIERaVSiuBvD+hwoW07jDFcwh4fdlhtGPQK1xRS23LXnei6E5elIRpD1sAhW2qteKmkPFBNA7ZBxTC4HYhwJYUQX3D9QhD5iCXdEN2KaSu7miEPOBGsEYrb0ZuGtgZWAzs81lae1ZVVtza1OiVLJomnqGCrkG3GpR1TaRjmkUJLzd0G/6OQTUZUcGytWEEoohy6azIWaqaq3Qp8O6HFg82sCaxAkELTv0ZE2NnMYC80Fno/4bsHkjnQ+Zaby1YB9xoY/ZGuVYpa9vbAzlqqRNDAJX8N3xniMBGbFZE3xLLibIP6SjcojRjEWOxx4d3HQuf3fMo1uTMEc6aGA4NJVA8+ZL7uHolSqUTOtkdrJdqBfb9Ha6VzD+ShpxIZ7YVFFy65pT4XZirXJnwX7sD/v/V/eCanlMI/+Af/gHEc+dEf/dH/xevjOPIzP/MzfO1rX+NLX/oSAL/wC7/Ab/2tv5UXL158+7gf//Ef53Q6fXs36Bd+4Rf4sR/7sd/wXj/+4z/OL/zCLwAQY+QXf/EXf8Mxxhh+7Md+7NvH/G+tdV05nU6/4es7tSKRe1tRUyl2QezMo1yI4jBSmUpHqPttyC92rMkh4ikloOq5t4XRdujNgZOZiV1hlcIwTFDLdrF0DjMEqIWm32MsrHnhXXhgWLfocS0rpe6pt57pXQe9xzmPbT3VFFZzTxOUFG7o+kDoO0SgtB0qyno1oO4JHwrdYebzeuZNyCRbcLaD1iEGrK2sEjFBWK2grjDt33ExgpNKMoqIwUpL3w7EBZyP9DnQWEdxQDasxnLJ0LaP1CDQbPDBK3OHMy2rTVwPJ1w40rqJhzJiKLS1YbGJqkr0N1yKpxoLudCaJ6zxGAkc1gcSikjPbGZerV8iBovEgh/goRSaDEEtUhKrGsw64mzDMMwbij8YsoV1UIIrSLVUu1CM4LuCoCRb+UwKooVkHcZWmhKIbk+ShVItiiP0hq/LHXUZuWkzXf8ZtrHQsaUjTEOwnuFSWVPmvnlGkUdSc2ESw+iUX3/3jvGyAg2lOTEPb2mcIfkjzmb8vsWKIdctzm7b13TJonrYWD+lUk/PyekVrnioiaVmNK+U/R5rJ0ZvkGyw1jHrliKbHv2266gr5XYC5zi6maxQbQbt6NvEmFroR7p2QWtmlYkqlWWdsFUItmd0J4xxpGA5+EAwihXlnGcKFxo6iuomSvUWSwYpNCby3LWswVJ15Qsvej5oCvOVx8lKrTC2HxK8ErzF5EpDYG1f4PoLnfYbWJIZsmL6AddEmgDPzePGOdRCKT1gKM6ia0cNR+zly1yvd7hisJoY0guqKKU4QnFoHTnILVKhsYFjubBmR9McIDfk4vBMXA2/TpXKZAeO9R2mbdASKHaiEGiv3mL6xLmbMOElUkdkl9m5T1nLigwBvMNh8Hcf43C0yWEdZGsprof/krxSxbDHi8dagx5aoKUzC/16YBJF3EYwfurOJHEcXOAc0jY7ZQwf3Hbc2a9SZM9beya7K6oVggR2eyHalqKgzRPZCHf9hKHh1gxc9beggYEbmlZxz060IfFZ6tFloPg9q/kASQbckSu3Ms8vmJ0juoZkPKYbNoqwE8byAV978f/EOE8qQtSMT5uFHDVoEFJSKhDFI3Ub/I995Ivrl1mjoysDoASxVDuTjNuKW40UA6bCtPYcHs8UucGJQ4tCVYoxlHpE4kxrGrIWLp3nh774JYo4XBhQ9aSwos2B83yztS+xGFW6ZmKtmWgMh6t7ehEsma4Zcd0D3hfatqVRi/OVFCYmIwQ/4rywa1aKtahLLNawSksILWJHBMPFRbyfyCZiiiLXgnEXXsor+osB77DdLQsL5+YZXXnic3ngWjKKxWjl8b35fFRLMgmplkcTuWp6konY4RFzu0d8ZpJHPmhn/mfT4uSMiuC+u8Dj//oi51d+5VfY7XY0TcOf+lN/in/0j/4RP/RDP/Tt1//23/7b7HY7drsdP/dzP8c/+Sf/hBC2Su7Vq1e/ocABvv33V69e/f895nQ6Mc8z7969o5Tyv3rMf3mP/6311/7aX+Pq6urbX/+l+PpOrIvP+O4lagoLmVgM2Vww5pqiK77estY9xi+cDm/pawbTscoto/XMkik2oDyw+mtiO/OZj/T9axAl6UzvlLK7wZOx4ZaqLaqRMZyQIPgbS5YJ8Yq0DVGgBEvyhbLfE4InirIfHsAY8rDHfLBnJDBef7RRZB24q88xO0szfIG6XGjcjmoMt+G8OXTqwDhYfn19xetw3C4Q1wuri9B5hv6IrRs506pF3YF1+QjrlF73NGUhsSJq6Pt7fn2eWAp863yk6BHTGYgLbegxYgk2Ye1Kv3uL0INm/nPX0oXCpc6gwkPeIUBwJ9TMNG3lWKGI5an7EjdtYW1O/OfquSw3NFKpbWWRjHVCH5UqM3H3lr1/TbM/Y8wGGUyNEJ1DbML4ytXhkR5HJFNrITUNfb8Znr1WQjDMXlAXONlb8IVFoGqLaQNvxZFV8emK5en7ET7E6R3OFGw7MjhBTMVKJVxNPLOfcA7KqCvFBl5Pic/9nuxm6B8xIVJrw2Jek1chfHyHM1ckdTRNoRzekOtCLVfc1Y5gPJ6BaX6ioBi7tRf2JbBzmVxXrA0kF0ADIxNnk7HhwAf7ClbxwUFtmENhoVC94mVgv6scL7dImPjANqR8QjtAKx/kLSVlxZEkosZQfMtNIwzO8niXMH5lJxYvBi+KlcR+1+IFXM0gK0aFVRr2rnIJYGsg9cqdj1AiD3KFC48QWmpVfJ4Bj7M3+KlhF64ZiNBdQWcYbGB3fE7cBRaBvLbUfAt5R3GGZXWsmrlZvgDiuJ52WGfp6g7mlSHdUM/PCbYSXAcovgmMuXKaOoq/QUtDrhaxwm64J4ky2gZjYHAdJQvOFmp6jvcXQp84XUWKecBZIbYzUgMvdo8UGcEYFinYbodRT78urBHEFIw4gnUcOCAI0txivCdazxxairFYt7GYkvGY4DgmoW0iRQw3YcfnncOJIKo8f3HLlz54xiKVnd/hjadYwYmnbVuwLVUcXgcu6wdYf2ZRj/OOXXuFqufg9ux9u+1E+5kSG1rg2O2wN19lkZYsimsq0d5Qy0eobTAhcFLhOAnfHO6I7OlNixg2HcfqkKtCTZ6kDXEoWCy9cwTXbW5Jd2Hc9+x3HV+5bnku34e/+ZgZQZojqwSqscT6gG829tCiDrMqd+l285hVu7X16VjzPVIrOzOQ4xn1hseYsLSUZJDaMbQrcw8pBqoTeteiNdN6eJLM0iyIrQQDhrLxzExhZzfGj7HKTetYuhXbPBHcQjgUdu3CpV9YpVBNxWpLEyqxeoJRHqWS/Mxr/RTxJ6wTxGeq20S6bnfNXEayzHhxuDQTKVhWjAj4jr77GCMz9yYikmh1QMQw5ZV1OLP0lowQnGVwV1yJp1dHMkJ1GTt8x26z/7vWf3WR85t/82/ml3/5l/mX//Jf8qf/9J/mj/yRP8Kv/uqvfvv1P/yH/zC/9Eu/xD/7Z/+MH/zBH+QP/aE/xLIs/01/6P+j6y/8hb/A8Xj89tcnn3zyHftel5qo3cr17onPimIOH/N91/eMjSO6hdVVHsoLxFcalHO3EK8dF9NzXzd2TWdaXiWF5QdYnVLF4fyFqgbjLZXE4Ds0JFz/jF33HGsKjSw82pXywRXWK7mLOB6Y5DOCPFIaR931GK/k6ukPK7vDHZM06JXnre1xzSN9GwBP6Ryje+B690Xs4YaDF16GQOdGrAoqPfX2IyJCDDcMTYJD5Wx2FPsZbfcIJkBN9OaAGEXLh1gnLPNHlJoZ+XW8EXw4cexWprWhKw/08YEYPN7oljZoGq7NDmnOgIXQYPLMpb1iT+UT8zkifiMjpxVjn1jrAWkzNrwmuIYQIm0TWUMmdY6nZcBjMbuFZJRiE21SdiFxqRldRg5XZ6xRimmpu5bzlWO/n6ndyHr8EJLH+MK0Kq20HG6/Qtu+49lwZHCG2nom20JzwHcWE0Cl5TM58XGfyAaiq+TYEfYfYfiIVpR8/U1EDK31dGGiHy48HwOl8n6uxtMPCw92hqBkn3FNxpqWnM+kMLE2Dm86BnuDDC/puj25TpvpHcuh3W8x8O4IxlBDoI+wswOP+R1ZFjrfsrgNATA7SDUgzrCcOhrTMEmgzh3h6p4oFc1fxuk1yS2odBB3oFdYZ9EgXOeETS2LJnZ2a0Oqd+yGZ9iasUaIbeLKrKRGaNrEla80ZoXrW4wTpqbBSESkw7k913eWbBIle8Y2c+A1hwqrv0HjhVzuOONoiJTc4aywM5E7+wEAXT4SC+j4EU1nqf4aDcK0KlIdsVWqETwzl1w5uIZgOvz5/7HZ2rXHLIpfrkEcfQCajqSJIJ4pdjzkhfP5KyQcyb5PXq0zq1uZu0IXKiX49+qLCOzRKoQebPuO5voGLwbZJ5x4hm7mM/OA9ZbJC00+Umog+ZkYLdUq1h1w4gnNbmvvup7Gw0U9T3rgEpQZ4bI7wvvh6FMq7IuleEfbd8zXPTeuQWvB3loGB2Ia2tYxh4gNDcF5RHYEZ0imw8fvY60WtUKqnnFoud21rMbgreWjeIO4QDGB67JHqZztNc9bz3OrrGrwdqXWZyw8w66GLjSUKsz2Q87tDYs98PTqnuA8aiyUgdxVTDX4HtLzC8lH+sHRdQ3B9cjSINVTfWE5fI1+vWE/fMjFG6qDyQp7CaylcPAdXbkjGjDuisOrA7tuT6+erBVxPYGISQteFSkrC463peJkT5WAlRbfrawhbwoOa3FGaIzSi+PiI87AbDNiCnfX9/RcsYrhy1IJKlRbEGspVtD4DDWJOBy5ahecbufRb6mP7wnTD8ymJWZHxHO7OyLhHtOOvJ5OrH4h1B2xTrTPv8g+DptAVRy0e1IpeCzOO2Y5831Xz5h95GhmnICztzgrlFq527eUoGhtaU3PoGcO2jCEl+z7HyD5l2D8d+w++79n/VcXOSEEfuAHfoAf+ZEf+f+29+dBml1nYT/+Ofu5+333t/fp2WckWZJXBA7wLRQcoEK2HyGUMYSkkjKxC0wo41AEUpUUsbOHpAJJSEKoCsGBFJCEOLgUsxfGxsayLcDGRLblRfusvb3Lvef3x+3umZ4ZSSN7pLHa91M1VdN9T9/3PPc995znPNvh7W9/O3fffTc/9mM/tn+9KApOnDjBV3/1V/Pf//t/52Mf+xi/+Iu/CMB4PObxxx8/cL+9n8fj8bO2yfOcKIro9/sopW7YZu8ez4Rzbj8zbO/fC8X2VHBBXWIiDDO9zcR6um4HCajIUsuKabAYn9IrPsNGfhGnGpP4Tm3x0Q4dqfhEbQlTw+WqQmtBqAoen9dYF7OtN0mswXZy+qsdbGoQKVQYnuoYVJKgzRyUQ+oNVqIOJkxQsQMhiHOYBkmaweK4j1COHTthS82p7Q7GSKhqNnrLPC0vUWQxQsAyORuJQQbBVnKJEBxFFjGXhjhbIfVbzK1lOypQcsqw2EFJ3ZTcD5q4uogMFqkFtdTEbPDkxac40nkapRM6boctUvpuGzu5yCRq6nFMZcBEkh1ygp1A8DgmXNYdcl9R6B1iWTKLxggRUKJGBctW8JybaZy5jJaCfnSZScgIWmHjgqelQapAHF9g7iwz3ez0Z9sZl0UF0znOSZSRBARCSOZ5RifeQsURYV5QVwoXTZgFQYIAfY7SXcboOQFJWY6ZpR7vMoyzVLpirjpcVDNUNGNOhRSGy2YTYRWZ6lO6mEuhxCqagmaiJrKXsLVCBIlAMAtQ2RqVGqT2zFRNJQNG0aT7mi22dnYQyiLiOTM0dTYCMUNWjspq+pElrs+TxVOkdWgFdcc351HN5oRqSpZ7Lts5pq6pnUKEZnHaqSWm1lTBMr2YI6sMoSdk/XXmM5hQYdIes/mASgtM7pB2TlTPqYJCygStDEbXTJRgreihQkCYOfN6t6pqZslHKcJDQLFjHZU2XExzbGxARIRilYU7R1RSMBOai0mgH85RSUFtHfV2F+aCDQxKW0Kw+HgOtUJtnkTaFFEehTqn3+mTdHKqS2uNm8rvwDxlWzZVsrW4ALVAa4HCoERz7ttsoyZUglxD4VKk0ch5U+snqDm2BuopUgoCsjnjqyoRIiBVwNopwgVmaY1UU6TYZGYc5y56ZBkQ6iKrMsHPFULKxi3lQKQKpRSVkKTqMgHFZQuX5TbaxvSSOfU0ZxCDFxrlBHWcokOBD54n44RtFCE7jzMJtbLs1AFjFDsuoGQP4QxDlSGpMQNLZAyLviT3GZt6ztwIIiOZuT6JhNpkKNkln/YRcY3XMTuhSxwEF01NpzsmDTFCBahLjiQ9NqZdKhVz3K5RiikzPOncNsHoGJJNxVJ/iazOEaJD6TxVkjOfVTytEqhiNkXUlBrQHmTEho6ZuG221UWqVBObGo3iwvwpZpe3m5pDRpEUloka8Tn5JDu6opCeShiyuUWrDjMpmWuH2nYok2KRUEZYm2IrjQyBUAdkmDBFUG9u4vMeOzPLRCRcVIZNFbOQjxBGUiOY+2auSDKJUnfwWMiRIUH5KdKf5/wsopwmmNAcRCwN9PQpomDZzv9fc5afCKgaShx9b9AuQhiH9VPmVU0dIrRRCLWF9QFBwsVc4XQH1A7SaD7ntgmIJgdLKCpZ09RajtmU51ns5TyaWbJkglVzKmEouxvosImJFVJN2FEpMyG5GA+xVQ8RIk52FnDmM9RR5wVbZ2+GL7pOTl3XTCY3ThELoQnU3Lt+33338dGPfvRAFtQDDzxAnuf7Lq/77ruP97znPQfu88ADD+zH/VhrecUrXnGgTV3XvOc977lhbNDtQquKi0YRTELuLjCZV2yLmFLNCdJT1YK5qVDaEATMpSLzCUJMSHTOSpZhbc1U12zXM56I+7hYsR0iqrTDJRRT5mx3Ymx3zMxWzJOMeqzZwPLEUoFJEioZqH2GcDXJ6CyVTTH9rKmLogRTLBSaUH0e6yxP68tYBdvTIxAmTGYTVLHAVFekacLWpKLIF3BZjZQWXW6wuQNiGjORFl1kTbVN49HaIdQcbQyp9gihiKICVW+jgsXoAplPyOyMyc4Olpi+7GD9JXbUHGkVWkKwmrAp2Mk0mfdUAoSEuejTlzUD32GpE4jrCK9SLijI2GZLdrEYLk0Ej9kxwQoqLalVl3OpwMclJxe7nPeGnUGKEFMmlWIWb+JkTTKTBGORXYE0MXQcdezo5SXSQtdLujonSjTaaLw3KKOxQbEYeSJdoWXNXBf4dMAguZN+1sFITx4idBYzDY7YHAMFQpbUKtArFV5YdkxEFeXY7gZZ3yNkQIpNnhYV2lmmosmEUibC1w6hQcmInVIzlYGJ9oRQs3HhMlESMY0uoaRhtrxM7aZIDDuxx80nTKKUC71ltBIoPWfnRM4kS9AikBmFiyQTU6OEpE5cU13XRAjrKUyODh7n54RwlDoTZJ11TA/Oq5RNl6NlIAgB0mDNFIWgEgZBjBIwTypmGjZnc5yUbCpNFOac74yYRRFLUUxSQAgwB6xSqMxjI4OO+2z7mIW7vx5hDDMnKWWFdzXH+zXaCD6vepigsCIQ0gKBxIsUlGE+i1BxgkiGMFtmYXWOiEfMdgqs6LJld5jTY1vvEGmDjzTWOAJwObpIEBVKCDhfw6RLZGuMjYjiFTary8xTDQSUsoi6AquwVEiv8GmHYBxeTDFywrYr0P05W3KLKGliQkSYMeumVKEikzM2wyYIgVYWrxw7Yko0v8SGFTwpL1PXhicpCGaOMh5nQIQ1qq5BSYfvNe9KOksZ2x6f78b4yGK1IGjY8hXbEohStqM5l8qYfhYhUVihkErTM5K1DFLviZMu2mqUgcoHeqpiA4+wNbGMOF732HI5Uz1GBslT8zXSwiHrGEnMEb9K4RM2wgIOTRY0SsbM0rtIRMxC8Phty8I8ECUpWkUkacGiTdguHUI19Xegz+O2S+632LEZwQ6p5QglAjJcRBvZuICDZJJsMg2Sug5cUA6pBSL3bBeayUzig4N6xjSBKrJoFFNVI6o5dQjs+D7aWsRcEGZNbFs9l1S1wMjL1FXgCTybiQYT8bQo6Zg5WjYHrgYRUD6QSEknu8jRVCITiZYeZEVtX0ZkFRmCSk3Z9jvYVKGMoyM0Vk3xekbRtcSywimLMRuc6S+SpSWJMSiSxnKUryL1BGnmVFWE6IGVHbyqEZsPElxjpRZBMaFxCWu9g8AjU0OSB3S0xaRYwfjLBAH9bIYNlyFxBA/novNIJdkphsxrB3WfU6uW0Y5je3v7di7Fz0/J+cEf/EF+8zd/k0996lN89KMf5Qd/8Af59V//dV7/+tfz8MMP8/a3v50PfvCDPPLII/zO7/wO3/It30IURXzjN34jAF//9V/P2bNnecMb3sCHP/xh3v3ud/N3/+7f5U1vehPONSbrN77xjTz88MP8wA/8AB/72Mf48R//cX7u536O7/u+79vvx9/+23+bn/zJn+Snf/qn+aM/+iO++7u/m83NTb7ru77rFj6aLw4TZsz0jCJeYJA+zmaomGOo6hFViJhWGVo1tVamQaK9ZnHcQ4oalCOODcpq8t6cLSpyV5Bkn+TpKmI8njNDcDmdMyoM8XjAuVhQjFYb338FKnU8IZ7k4myTCkUwit54CRXnGFlzSdZcthGV1dRKU9cbFJnjiWpGHsNnkpq0+jxYQ9dHxA5kYUmcZfnoCkXkMWmfKJqyY2NGqeNCvEjuDdNqSBCO3D+JURJcSh09iZIwH9zJdrJMNtOgMsoiEGURTDuU2RAnFXH2J+B2dxRyQhEcWkzZ1oZhWlIL05h3s9egpCDJPcI5YiKsktT1I4xUQMZLZEpQ1wJsTSU9Ua+gk87ZMimpixkUKZ8bj7iQphRagZTo+BJB9lnUMeMiI3ZjrHRUJqETlwzLCJ9V1HTxKhAdbXYqOo5ZK3KUrUhNzjDyGGGYiQWMHdGp53itSV2CVo5JqqiNwbguwimcSJhpjbKa4Gq25DK6dKhoheWyBKGYmm0EAicFUKNljrARiBofVSASdBSYx2O0qKhqT6wfxy+M2fJQWUvU7SAA7zXzJMWLKbLM2Dhxmi2zgxQBVW1TqS5VPMGOe4S6AumpFzsECXMvcEWXuChZW0iwVYFxCa4YUauEOF1gbiTbwjNVATU6Sl05tkNNqCu0NgRToIKgNpIdl7MVOS7YCDsx7GiNMgWzfJEk6WFNxML6PeTBEpTCuoRoHKGUZKITAvCYOY6OHFFiSK1EGYMouhgZuJB0UarGCYFaWaFjhliziqjBO5AmRgmJqPvY9Gnk4j1QO7r5OrO6JqgmUydKUlJboGxKqCaY2BOoCduBaa1R0mOsRpmYsZLM7KOEIscYgTMRUCNzSx+FzANCwcykVHLKxnyCii6RKsuTdot5tAXpZWIryLKMDXeOzEt25A6FS3Fak3amzGiqq8+cphaBHZGQz1NMvtGUhIjmzFXK+TojyBjvttBKk9Z9TizeiUgKNn1EalMgUEdzptIwWyjRNuap7ogTgxKak90IUiErgdYSm8LR/oCFOKZSAqNrerYmzDQqCUTOUKdzNlWJICBkwo4ZE7SjloBcR8kR2dRBqYmrHHlJk8YdzmQ9up3jrOYdtvMBVkRUkxqXDBmfOY1Ml9H9EmkVLnisznm0t4LmApmDidJ4UbKpIoTcpEgESFBB0k1TPm8VD+9EfGJcM3UVk7hLlVhmQuFqSSVqiLs8bSdUakZh1tkIzREitYpxWjTjKYAIEsWEymim81VMpIm3Uma9mKkXbNcJhWpi9pACaQWd4mmcVnT8FBEkWe6R0RZSJFSqIHPg0stIY0m8RznPot0hkgGrJVo9gUsukdocpbrkdaDMclw6xMeCUV2yqktCmjLTM7Qx1FqBrojccbaDRmx8AGssTtTImWEm53g9IbIBFRRRMUdOtogzKHsdEtt4P6ZFjp/U1FJg5ZxNoZlITWIeQUpDoTSf3PgsGom+vRnkz0/JeeKJJ/iO7/gOTp06xdd93dfxe7/3e7z73e/mT//pP433nt/6rd/iG7/xGzl+/Djf+q3fSpZl/M7v/A7DYePzVkrxy7/8yyiluO+++/j2b/92vuM7voO///f//v5nrK+v87//9//mgQce4O677+af/bN/xn/4D/+B173udfttvvVbv5V/+k//KT/yIz/CPffcw4MPPsiv/MqvXBeMfDuZdzcRagbZUaZ6Ey1nCJHw6c2zWCmYSo0zsC0t2xPLJPZshiGxm4PUaDRae5aHHUg7aBU42a24VFuyBObxnCcTT+Q7CLXJ03XNifWXkdmImYQibSrMVnWFsgojHOPVgp14iDGCJ0XNU52cc0Iy2cpRboLpCS6jm+MXnEELuKQVm/VnwRji5BhlPiD3F1hNc9a7y+jE0kkXiJSiMpIycng5ZCbHVPIYtTWcl4K5u4iMaqx1JHrIK48IKulZWegQx4p+usxCGZPqOUGkVNGA4YIBXRErzyiOCVGvCXLUR4iMwKRHUTqGpGDH9omVwVuFEhUlEpRHK9gRjk4iiHeeJrg5ygpm2hDpiOl8B9dJCcwoE4FTChmDpibVgsVRATomUYra9/CJRRnBMJcouY6UgdBZpzInmUQxO1QEaoSweK+JQ4HUKVHumkrKWtHLBkyFYSZARSnL2QjhDUJZpjsd0DG222fTvxyl5ggzxNmoOTJDTBAKcmUIqkZhiLQHUaFdjTEJygjm6RhRp2yLEVH0KJPTK8y0IRQ9KjvACA3OoeOSqEjxacrFzDPIe8i0RNZTtLRNYbOsw1xMgAjKhKjoYxNPlHUJxvE55/BuCaeW0HmH2c4IKSRPbpWkRlOajLIoqOKIc2aVmi2CUGjRY2ICU13j83uYG0On3kEqS9Ce2eDVrBYRnSSlVHMmnSWKyCFd466qjELZEtVdoAbedX6DEOdkHcPLBjm191TFEspL8vEpTJIhhcU4iTQped4lNmOyJJCUXaQUzHUCvZze4Aiwg4wKFuMFqnROFqXIeZeoPEoS5SSdAuUtEKhEjnSWXEsIBhl1iLQiixKK0iPFNiZsY7VltddFhwhnJ9hYMxOOmd1C2jlKzohFzU6e0tebSL3CGIX3nlpXxM6T6Ihu3EUgiCLPOHqcWigycw4L1MEwqMH158xdYLAzxPiKLQxz4elvOnbcFF/26JXrWB0T4qJxVck5yldUmScfrBD3j3Ixd/S1w9oUIRWxlRDAaI11km65wlHfZyY0yk+JXM2khsdmF0g78IiUXIoSTAg8NgvEPmcYryGVIFs+xbB+BVNXEUcR2TRHdC2pGzeuwcSxXBiqlbMYN+Lc+ScZpwmyiFGqh4xitgcdvIwwvsPlOCeEOSbMwDry/oCH+mexboujo/PUKhCC4HFdcL6qqDBM+5KZD4SwRZ2kaGKUqKm8R84qthRMoy3mdZ8ZQKiopSfUW5xMHaLWWG1RcsKOSTGyS97rEs0t/eIOtlTNVj1qDqURgbIU+FiAcmSZZlisk6mYTurZmi0i7JSqVnR8TaXmqMjRdykBjRYTstyTWEktahDbDMxxJOt0uq+kciCzkyitGIeCvi2Y1TUzW+FTQ20EmyEl1iWPmgEZU3yUkwgQwTA2G8Qyo5ckJGGHVD3NZLpDLwqM4oieK5BK8pS1GGaE+aNYHdgyQ3ZIqPMaLSVybnl8WtAdrnPx0qO3byEGnpeO9R//4398xmuLi4u8613ves57rK2tPWe7r/3ar+VDH/rQs7Z585vfzJvf/Obn/LzbxYV4iJye5zOqR990qfQcpOeCGXDcXeLpbU0UaybaIEUg7+VskWN1zcVIIattUB3OxJYHXUVqJ+juCTYeu4xRE7IsYU6EMoZPTnYw3vDx6ZTUxFgbMRE1SlmsMCR5THa+QOimPL+XFXZ8FoQmix2hlxBETT39WBMEHDzHOzFz0WFH1lh20HGJdV0WhkMyN2HgUqzvMQkp1UbOuEyZPPYkhe3xtHmKHb3Mptqm5DxDX/EpNWAaG8aRptrs4rmAkJZY9RDiPHXvGJH8FP0IHr20RYg6bHYGbMefYtyN0TsJ21JgtWXDOIyLmBWesjrDp8UWC36NWf0Yib1MnnjWNxIeVykymuFIkBoip3k0WeFI9Fm4tIM3HTa3LuKSgn78Mrb055HxnGoOWQLD1a9iyz2CmEvKOvAZ18dgkNkYz6NcFpo43cYEyaX5ItPqHPGCodqE5pTPSzh5HK2mTWl536VfWkY25XM7CdvzHaTPefXgXv7PwpPorS3yRDIvTlMWKSGcRyuBntFkPDlLqJvFrq771HYbOQMVl4SNinNzT1H02NafQycZc5ExNzvEXrO5kCAeSYkjyVQuN9laWpEnHdIypysFf8jnWR90+GRtEGziBAinYWmFhz/2eWYuIdEzslCijywSp13opozVnM+c14TZNs5LbNzh8cmEmWl2rFYZTBIhY0E9z0j0JRRD9EZJiDfZnGry3gnm5x5EF9tML2VczAvu9YIn6xgxdUx5nAszyVKaExDsRCnLTiFNQnpsicf/X2CjCjylMiadPmcizXpP8FnbRfrHWI0NF1NJttVF6wpmHWIzx49Kyk7J1kaNmEsQkrmUZPkRfFZS2ZSFbIULlwIjfZY61NRzhR8YmGdsRQkwI9iAG0fMNgx5NmDHCczkHKfiHr8nYtJwnomUlGkHQ8DnJbY/RW8qNs8ruoMZmck5d3mDot4hSSRu0qEnd8jNkMluQbUoAxUFjqUdzmuHi3LS0MR3zFOHKAe4S5eRxVP48uVsbD+MLnOinZRHUGgKvIjZ9HMWiiWQAmUisqKg5k9Y7pZsb3yap2XB0JYMk4SL4XEm1HgjSHRBZjQXJOjhGPP0hDP9Dp/c8MinFM5V1D5g69N8rv4Ew2iJSaVBGKLgeF94DBsfpw4wszkiVkxFxqUwZb3KmNXNwZLOdhlsB7SJsWKCziziiYhJtUUsLBQOtRmY1fBU1xEvLmOfAsx89/T3GbW36CRh6xLMlGYWniBIqOaCgGBmKkTVBPMqZzHhAlG8SMoW2oA8voC8GAhCYrxDbDeWECslG5GHCXiiRnFWWVPQteqTuRSpJDpIhM65HEGhMmpdEURNFnu2Nis2/Wlk/iT9osTUMNAJl7UBWRNFGXo2p7YXEFIz6JVc3J4SmBOkIotSLm2DUpYs7WBnKTtJQHQ1fjok2B4F29gowsjzPC5XeXz6Kaayx/ZEMJ0+zvl6wHD6aYa6x4YUhADOz6mDw8iIPAg8E6oKfJiRVjOybs3lmUIWCuOaQoqXdjbRumR7dh4jH2U73iGpl5mEKd1xRteq27gSt2dXvWBsxkfAOzbmM4pkwIaKyG1JonNGUcZ2pfBOI21Erir6qURITTCCV42epj+7RK0tkZJshDkWyWY1I87GlKOCce8SMzXG5ZZP7Bwj8gmfTSTedBh3umS2xCiF8TmXaoWWCQ9vb1ENEoyAavEErn6SPF1jsVzgkxufYxZqYgNpKjlbeC6JdbzpIERFYpo8wP5wiYVS45RlYXmJcVpQZSmZSTkabRJZTbl4jHMIFssllrMJiUm5qE8QuuucGKQMBieRCnRnkdiXaDcn+C4iHdAtVxmlmp1sjZAMuDg+hos02/WALb3CbPkriPuL5C5HO8U93Q5zqVhxI0SIcGZOEi0hdMpOPEY5wVIvwzqBznu4OMLZlFrDNjFSSLpFxqRYJ5iYaR1T9zKSTpeyHIJXICSLSURhTyDqY9QixSQl1vWo4z5WCWZCEFlDub1NbQJKSurZPei0TxnHzeKZLeHKAd1+j86wxgTYsCMGUczK+DiZWSMe1yiT4eOEfh5TpJZubHBxgok002qR2s2x9hQqSoiQbCaKSl8ksmfJdJ+ZlNTGUFvPTiroxUtMp08gdURmO1TTwFzuUCeC3JbM1ZT5XevEJmZ0skeRptS5YZR4dKwx2YA4W2CzKPFpjAmGDa+QcY5cPsa8WCHPC6wxaFfSKxd4emcT5SKE7yLLMVlRUiYZiYK1JCINgU0j8F3HFgqdJyilMKOUT6VHmWc9BBcIUQflElQ5BCERLkFKjbGesS8RUlCtHKdyksJoNsp1LnTW0DpHCgXS4Yse46RErywT2QXs7m4+0ZbRcBE96hNniwgJRekYp6sgBdnpEwSV0y0jpJCkeYFXGW6xoL9ysnFveU1QM3QHymOebLBMlvSJkhwVthmXS8ggiNIxdVqSRjneVjjtsVmCzz2blSSqO/RSzbxepBKKjrac11N0Z4fo5ElUNQepsFXgaCQZmpiBC4zLM5wpxuRDQ6Icf9JZxBnHTBgyaUmcJi/7pAOHlhFpWCMohdRQxo5gBSYrcV3PLFT0+z3q0Wn6uuaSXiVxCUvOcrme4KTEO0NsHLUHPVohxH1G6SLCGZLKcaG6QOwlcZYzNQ6feepqCFoyMIZNd56lvN9k52QrTOspl6sKaxxntOHscI2oHCC1wQaBNBEgEFIicagLTQ2uSoATAmE0tZYY1QTz3pemaNNF9iN0FFM7S2IMlbKU6SsRdsLcehCCnXTChSLCykDcz0jEZZSISGUHXVjM8goq0UTCYKOCNBmTlgNiJdiOI0JiUF4ilUeoCF2lTHpdlBTMFSitqUJNwHBP1iNOUpQWOF9gnET4IW5YUWYRZT/mSLrMUtfTT07hrCMtYTt+CmFrXFEQdI1UijrNGfgMayzG9Ik7S1B0UNbhjKAYHUObRYIaUoyP4pDEcUkIE6a5JJCzVU2wssPWzCNQdIRG1RVJrJmbGYKYuC5IhYagWIoGHHEKEU+YuorCa2w0w6icUAk265p5FXN+WnO+c5GoXEAFcMlXUEXZ7VyKWyXnhWIeErZljx7bCL2AVI6uHzLMmlOzjYjo+ggZDMJaNAEQCDcj8RdImDCXlkIbjJRI1UWLObYT4fIRZSKYu2Z3J5jjO2OElmybDsN8QJIs8/TkImQFn6oLxDzmMxuPU8pNzuRjUr2FFTPOju7isZkkiC2CSsjjgjiaUngFxPRTx9CvEpkmDXAhW8NpONpPUUahkyMYs0NpO5xdLLksIszSMSZSs9Qbk0Qjeu4MIjOkPiFyhjvO9onSmiTt4o7cRZYGBi5Fr76aae8kC1mH1X7GwGhUUqJoCrIpPUC6mGE2JEs7vMrvyq80Csi9INgeRkim0YAajbCSl3UyMJLHTcJIP4JRjrmUjJNFVoqzLOYx2IJufi9bOPJej/PRGFWWWKnAKXRvjbTzMiJXIrVB2RFCFVTJiI7LuBA5hHZsx5dJlwe4ROLEOplL6FuJFIblTowfDrFJH+kMwWWgSoxT9KxDyQzpco7nYx7bFmS9MdYqDIJ8MCbxOUN/hGAViVJ4HSPnCaU9Stc9wsnRmKBjAiVEgtyuEJzDuYQVs02eebJtmNsO017MNIeZkHy22uQTQbLQWaJYXUZHHn10gZWxo9IOZjnx6AhzZzDSExnH+fkcEWmMlKAjRH+IM4Z+v4+RnlqAsAlifAdSOpIowZmESji8Lch8ziU3QyewPQ4Y53G5Ix2e4eFuRpyuYmyKiATKxuD7SBWQ2QirPXXH03MxJm5i+Uadktd2Us6mEXNtiaMjCKHR2uJHKdqUhOVTjJMhUawJYc7IO5Q2IARJ5MGXdAYZcbyG0hJhNEpa0iwhyiOKI2cxok+2tkja6dHPB6x0zjDqZsyTCd7V6N4qnaMDjvb6WAWyc5REKGzeIzgFxrK2muKjiDJfwHdPY1zEzvaYPOpQGwWyRyodGzWUeUKSlUxnE9AGY7ocdz08CVoGTDRgyZRoU9KLenw+n2AWS2ZKcm9mqOIRigwiyZH4LmLnmUQx5ybncWnMjp6ymB3hjlgwC4HEanaKhMQJUhNjnGPNC2o9wGrDUlYjtaUqBQvdJerFLpgYn0Qsi5RL4SJWK+wgJhsskB09wppLqboCWQkWOydYKFKerCou5RGXhWBDQhYnRIOU02aNweo6QjYHcyoTc65yDNMEqRVVkpDalzEPAS9AxhFBC+p+Uy051jHSlMyGliztMtWSrivZiRbxgyWEkRizaxWzFZ0kxYsarRWJqKkpcVnBztkIJTVx5HBSUXZXmOcleV4gJEhjEcaRTT+NDB1wlk3zKIw6GDNnqiCJUjZVILKOr0wKelGCjzRR3GO0WDBIFZHzWGvxI8vx7knuWDnFcG2NOkiUEezIOcGfp6rmyAqUNjx1YY6WChd36BZfhfCCurdINlqhI2bEhSMzGSJewKclXhmWuvcCllQnHJUBzRRnIzbqAqO7dInwRuCtAwGiWmBZLxERI4TmjmKVnk3Y3HyEMvZsbz8NUYzUJWqucUKyXQ15rMqY1jEzp9ACalnuHuh6+2iVnBeIVBqW8jNMNqds6xVMqOl218iiy1xIVthRGT3nqYPAdguEaJL4VDRnqdNHypxM5yS6UX+UjlkdnKDTT3D5vThpEZ0ZAQimxtsYLyXbSZ+0d4QdX3JptsU86lAlQ7b1aZJwmVgb8mRESO/iTN6j1+1zfi4pk5LYpXTTnChdZKW3SKI0L18okUKw2GmCayNbIoRAa828nhMPv55czVAqw1nJTPUx+TIvz2PGRUyedxkVXZbjmhBqlFLN38cJUXoEbRWrRZ+lLGc4HCJ9iZ11qIIgloJ+4dBVjYskQyXxWlOJPoNsYfdJhyaORkqklEx0n77PKF3EbG7RPqGTWHa8YscPyeM1CtchNh4rJauDPncN78Zqx+nR13Dv8ZejtaEWEn/qJJmNmcVgTEFR9ul0CtASVE4VFqniAWf6p1no5kxVghlJTp+6l07XkXoLtuKO8SmM8hSRwUrBwpGvwbocEQ2pZYHqeHrOYrTmbFYwiDpMS4dUCoRACoHr52ifcnp8FlxGzxu0Am1rek6TO0tclMjYIuwa56KKe9J7GY6O45KYjhJMEgPeYFJDni7QjXbYquacG42ZS00ad1HWkOQFnbhEJxGxTZlPIPaa2oJREaNRjzkB1fNYJQnKEHV7ZC6lcJopgqgs2fEZ3eEix5M+adpnguaO/ojIdXB5zjyaQ69CFgKpNdKC0H0u9iVG91hZHKEyg3Qpm6JDkhg6a69EC40fpAghiJYyArDazTiVeHbqgNYJQmqUiknyBbRp2tgsJ8/O4KOYuLOIVgrCnBAC2fEzSO3RKiVNjmOcQuUJLneMFgZ0FxKylTFOJU1qvnTEcUInH9Ep+uzs7NDvGEgLlK+I4h5ZYhGju+kKB1Iw61ls6tGpotvVrPRextHRSQb5gJ2px8U9MIog+wRRsZQsM0oHbNcZ27aDtTkoTRF1cURYdqiyAZ3sLCeKo0zQxDpgRh1CIoiNIe0dQeKoI0FtNcoqlnp3cGp4mqxbslFvcqJcpasUtZF4LZk5wfGxZWANg9g2rhfTR0YZOopQ2qETR2QiOsUIkh6uyGFuGUYJi76kdyRjK80Z9RcZuog6uwR1zJHucUaDhM1YETrLPOk8uTP08wITx2ijUbFBpwlSSyQRMu9yPGli0qReQqcZ8xBwQqB7GdYbdGGZaovWERPfY64g0Zp5pFlxA5RdQ/sIdE4cR2zVgQWriQQkosZFKU5JSqFJj2Wgj+PziLXREihF6VJELXEqRjuNshFGrCCkIJkV1ImndpfwQnHvqMNUQV9pNiLFic4QKSVLUU62EDMY3EW5sMSJoabMl/bXDJt26CyfxqcO7QRGlSBqtEqpqgodFEpput1lTLKM8ClZfIagKvCKYBNSrVFCsJKuMMuOsbZ4CmM0aXwSRIoUM3pJzEBskGZ9pkR41biAc6VQugMSRF1isxhFF1BMJlOUlIQwobOwyKw+S02fGo03yyxZzVwILoYxnaQDkcIImlpHpnhR195raZWcF4gzSUrhupi6KYUfCBjlKJNtjhU9toiY8zhCaEibKppWKbQ1KJ2h/Igj8TJSCjLXQ4qA90OOJhodHcGrDsMIZkFwsj9ACoEA1Pg4UdyjpqbjSs7HYxLtCOkR/OxhhJDo3llAEIJAGwOmw0IyYjk/QhEl0O0x6p4i0NRiUcJyYuF+hvEQ70YIIVhevo8qVHTS4wy1bOQIFV5KnBTcM+qz3InpDHKkAJ0ZRAgo1fhnx2dei/FNpL7XHeI8BmDRaiabm5RRs9uaA1JHdPJNjjhDZDQ7VU1eHt990oKlKAJARTlHewOG2Wmc6JAnOUXRwXhJEVt2rCQv7yMyMUfyLkF6ArCSFLxmdIJ+ajnaXwfhqOMEYS1eJ4gywrkRkZWsDQukVkQ6YqMYgI4pjg6x0uHTMS8/+WdwfhEhFMOVgtpMUE6Q2MZkeyRyWO3plit0ooQQdJMqbzWx69DfPZ/LasnLlgqkFFinUJEjTktODdfopB2ODJbpZikulgiZE5WL4GJSa7Ba8vnJlM5SRjE+xuLxuxACSj6F7zrKTsQ4XyMerjLymuTkHc3YkRqkxiiD0w6Tp5wd3sk0BBKn6SYJ2Bgd5U0Wm5JoKRHScKQoqG3aVMVVinh5wHq/zzhbJvIFZdnjmFd0i+YsoWiQcmLksJ2AiS0Yi85H1KrAa0+3U3K0c7IJNM+X+IN6iDEG3+mhteBcd5EawUUdcW8e048tTkp26prILyNcAQKKfoRzBVIJnJTIckDku5gygzkI11RjTwqHkOCcx5gOxinGa8c5fscSUkqiZQmzQJwk1KFGmwKZGNAgs1WqWuCMxCcJIuwQggffWDkWdI5IBvhVh7EgvKZcKPF+gc7CvQwXRkwqh5CC3HSpRIyWEh3fzZObT7J+9A62REyejKGag4nBZbjIE9IBavFVdJMxlfacyTJkFBHlyyhfUsRnSXVKrQLbg4h4bUBZjAkWslGX7fk2p5Lm2A+VeLwWRNpyNPVNxfDcorUApSHuop1HSovNm3duYJtd+qDw6DrnrnQZZTSnVgf08oJe1GMh7tEzgZ4V3D04Sr8bEcYxUwLL/UWODxKWO0uEEFC5Q7q9LDWLCSULZ1bxRiFjxerKMTCSOkDiLJ3I0HGa1FqIDVY5KtEc/nssstQEzlhF6izbkwmV8pg05rhX5AbWVYXYvEDWW8KqHU4pRV0ssD06SuKGuME6waTELkXSnPptuwnKepQyCF8SzwRbs016UTOXRVGPSmeMEstaWXBHvw9aEEUrKKUpijHONu7XdHSC5qSxgCv7uDzCxyUnjmhMlKPnZ0mzZQiCWDmU9kRRn7y4h+NLr0EKg0jgIoFe2YFyFYDYNvOpMAk+8ggRgVhAykDiE4pOgo0V09AjMoIs6TGyDufW8NbT9wm29KAMgSkXLz5NXc8oixySAdIeR6aBo+kCkesQCMxkYCglcSIJCzFawFTc+rX1+dIqOS8QwyKniCPuzE6htEIDzmYIAmd9xWVpSbiMVSeJTMTRfEzkFBsyx/kFyJdRskAqRydZ5PhQEdkuSjqmIWBlzNBn7BDxDXe9jEXfTNbCJHjtyF2Xxd5rSaKjDOMF+lkKk88i0ETJOt04ohLNCNTSI2gCz4yzQGNtyU2JkAZjYk6Ne3jdLABCGpwbYKQh1Qap1L6Scyq23JPHdDpXF4ASqP4CeeTQe/mE2iKuXKYzvlL7u6rh5ChnXjU1U4IrqQZnyZzBSclkNsMVaxhjwBcc6S8ghMD2ljmadImdR0jHqFsyXjlN4h1JZDmVxxjVPKe17hqoBCMEx2PP2TzDacXCyhGM6VCNxrvPM2osKspwbJBSjBdY75+gG3XBm+bUb8BKx7izQq+4C6NzhFCsLAyo2SbUUxKb441iefd7Whgv86rlk+y9gqNsTDf1OB3tP4fMGyLrSbPmd6VNiSNDpywwsUXqjMWTy9i4y8LqcYgHSCdBCQbOoSJNrzxFVpzBSEmUvIpo3ZMoydrR1+KGJbHR9K3mSOT4mvECJH2MtnjlSdfWWOitIrWkjAxFP8MvnaFbDIi1ogJqROOm6vUIu2fUKK3pJJbaR5xOPNrtBh5KRRAVWilU2mdtpEllRd7to71n7fQZpnXNkve8plMS+UWUUtjOcS7UMd4vky4NG5eLSkF6LubrdIwmSwxOiqZukJAIlwECbRtrmDaKSErsOOdI725ypwm1QGjNXsetVSRRvCuDZLzYZ9xrxkGdNqNVxYY61Hg3xoxiysUFoqUeNs8QyuB9hKgnYGNC73SzSJgU7+5BaEG6Z7mPOkjVfK/OWmYiIKRAy5w6zLDFCjuypChLOmWHuq441T8BnTXwOShL+dV/Hak80hagHbn33NU7je0IeoM7IF9krRezlCyCAK8kZSfClw7fz5GqGXtOSjAR0mcsRxNOd44xNCWxkvi+RwmItCU2mkTUCGFwu1WqV3bHcy91eNdFConuOTpxysDslpRLYl5RDkjLwGrsWenGOK2YBsFXdLqs9RLyqGSj2th95yRW9hkOh3g/JlkqUaUDKbFKMz+3jZWC1Dn6VhMpidWaMoXU6OaMs2rC4489hgCWI8egq7lw4SKbkxkzA5nv0LPLECri7QtsAV4N6KVD0t4is16JloJpeZSiP8C7GENB5cAWOWpYUrsIpQ1eaAplcUsZw8ECtuhSi4ilUcIrOhlpHCN3XevORcjdIHKtYrSOr1s74nid1BtckVFEY+L0KP3+iA2xQSTvAMD7BRaHr0EYh1Ixa0c7JJED12ympJQgm8KlWkmccxRmiJSK9dERnNMsjgzS9VnKA3ceuQMdZQThOJmtcO7iH2Fjx6XZFogdtEqRokOW9eh6x7lJwMeOWJekvrHUSAMnEsufuBKXxXjr+Iyor5PvxaZVcl4grI24syw4li3RjSyFsng3aHZFOlAYTa6mrGYlqfFY6Rjknkm2RJqfAV8grELqhFomKJ0RmQ6YLvM6YNQCRXKUHRyRkpxKPFKAFM1hgKktSaIFln2jPJztJAgzRKgMY0oW8xS/GxAWK4PcnbRiH2NN8+KtpseYB0nkByh5RSXP0jMAGGVIlGaQjxFCUViDlxWJUsTxNS9v0me1n+5bcqCxalxLXdds9+8CINSB3O4qRVLx8vGwsXgJyLL15ky0fAmlY5RSdIZLjLTAG0UQGoRF6xzrEpQUfMPqK4iVpCaQ+R7oAQvuoL9YSkXkx4S8BHZPqw4BlEUIgbGO1WKVo8VRMq8RslmouskCw3SIUhHGlGidYmyOd4oQKlayNSJzRfa81+NIL2FhN6DbeMvq0YJudqVqt9US7zLU7uEvzvXRhcVbi7AaGWUsrJ3AZQZtx4ikj880WM/Lix4A9+xayFIlubOzwGqkiJWiO15FKEnfO45EjrXIIqQEIegeGZPbHKElzAOFUZzII1biI6ioYMVp4iRBKEWwFqdto3DSTK61VORGsa1No3z6PSWniYWRUiGsZt5ZA2Bil5mFwGo+YlIH7koNd6YRUbSEEQatU4QqeHSm+I1zl0lchJC6KZm/WzI+70dIIUiVYug0aA+7Lk0nJdpIvBJopyjSowwyTxAOkXabA7QAEytCdWVSNu7K9yWRqMziC4cUzbSpux7jPH6Ykiz0oVhGG4kQNTK24EsQBpEvILMmlmMlS8ldDibC2f7+M1NOU64sYHRCYEYWH6forTHaLb8hgdhEsPZV0D0GoQIbE0frCCFAKmJmWG2buArjoFxpFArjcdqTaY3sO/JhzLFRYwk1eyX3fY5P1omYcjrron1OoRX17me/emEZ11skUg4hBAvpAtcS9WOkjpE2wkjTyAnIUnOsWGO9d2UOGTtDpVRj5S09ucvxu0qfkAJhmkVaRhohBEJJhGziemQFqVIMuh1iKUmUZCIk62tL5MYwUZoFdrh46RKxlOR5jhCByxubu8eWQC8vWBqcQieGrlacSj0rozspuz3KOGIWAkYItkzCoNdnpbuCVDBXgrS3iotjot4AYy2pskRRRKUMWRw19X+URPYtQ2s4uriA7jWy9ft9hGgs3817LZDi4CndxhQonaJ0ghJdtE6xNmZtbRm9+/yT5DhKeZSNicQao9wfuIdSCpVohFAEalZWVhhGy2Q2oUhydBE4MepQ9C1GC2RxGlkYlIAyHlDVFzGFY2Nnh9iVDEdHCXiMyRgmKbKaI0SBUglHiiWoIfOWYRLRySL6vmRQFBTu9sbjQKvkvHAIxbF8icg5xuwQ2SUWsmOUkQFXc0eZkBiQVpMZhzYpmdeMky5JfBRsjMwszg0QUuDi41jl0HaBaQhEepXYJMzNUlNtFVhylq/t5ojdQK+1yEIyRApISge9/x+4ZQDuzmJ6+REATuRDjFtCCEsaLTGOugB4qwlC0cuOHhDNmBKASEUoKVnNTiGEYtHH1PXB6tdCKPB5E4sy6DY7jF2O7gaNIq4sJkopbNpYgdI0ZTne3e06hzFNTMvaeNQEsyYJ5As4O0BrjXA5wZes9xNq5UDlRNEqQifERpFHA2IlmdaBcbqKMF1OJAcnB4DcFvtKnUwXyW0Eyl7XbqHwWNsoJZ1Rj2GyuyBJh9Y52iUsjftAwGtPZA++bmVsGdq0kTuz2IUEKwfNs91ViIQd4NPmM7wfI2NDnqUQAlHnJMYY4p7HRM13ZHOF6mT0XNpMtLtjI3E9EmfJkpMMrMZGMVIpOr6R/1h85TmUZa9ZxLQkzGtWnSUdpWS796qqirjXR0pJpQ0+a+QWcYxzjqesx0uJGjR1q/asdMI1xeZwabOzVY0SNJUFuVIMrGYWArGy+F0rQ2FznBQ441n0lj8/Khnli80CHGqsOlgFo281p5MIhIDuOgCxkigtWXEWbZr7pn2PiDKSUQc9aEz83cUO1fTG1VmtsqjMki0V+4rB3u5cdz2xzaB/Aus1RB30MIZkDFIjy+UmVVtJ0t4KiYmhdxy7p+QgSXsxRXknWZRhdI/18p7dd6XRwCKliLQFbWFwsin5DajdzQnKMamnOOWIdLRvaQEQShC5iDNZB71rRdjLljzZOdk06h5DaAu94/SshsV7OJ00p4lrAcrnCOVxqjjw91eTrZaYaIx2jVxHi2ZMyrQZy6W/ouTck8VsIMj17jgXgqPxkf3rMjao3DbPcRcd20bJUYqh1cTesxo5cq3YDIHBYIAONZWzxKLGGEMiBd1uFyE0O5Mp6dIaxTDFa0PZG9AfDRkMlkmUors6Is5iIikbq7Yy7NQ1K0eOUnY6aKeoo4jk2Bmktwzy5qDqICCUXXT3NXSdpa5rctec82VkY+kUu/NJFK0ghNqt/n4EIRRpevq6Z2l0jpQGl5Yo6VHKE8IOeZrjnEPK5vtVXjfH9FyD1hpV+F2FSiCEQErPSrbSjCkLoT5PYbcbt6QdY7PAKOpgyh7aKEzkSOMSo3oIBPP5Dtb1cK7Ly8qMOL6TLFvA2hgrLWsrOZkUjNOSE3mPjjX0O9fPry82t7kW4eFFSksUraH1/6MnLFW3R89ZCiMI9ZyjucHLGFV/hiWrcW6EM5pXpXOEaHY4yhuszcgihTcxVknmITCrA1pIFtIVPje9co793oKtdEIRFAvO8jHt6BiNTwxllVHVzQuRaEVSHOWTWxMKVzDVdyMn/4/l8iSpnAPNQrtSnCGOblxkcb1oFpG9iUpKRwjVgTZaZ9BZIK7l/mn012GuTGSdTodz5841nx9FbG83O7k995cUgpNls0PcO3vM2h5aP4aMCvbUJRcnSDdC64SQDFigUb5WvGUzyshsxmp04+NIeskik93dlcyWWNNzcIvXtRtmnsg2k/3yQka9fWn/mlIxCMHSyleyPWuOMVnuXG+aXogbpVPGhjCroG6+zzJuFlIhI9LxOtuzz+xbxwZxDlPodjt0y5yNSfN9WSnYDHNOdI5yolxhfnlz/3Py/GWEEJp4qt3fpSYl6/Vv+AwATD+iOrdDJ9vNYLKaTdEsSNo5QoBJHfBJ892UZUGapkyNJYQm6+1qVNpH70zR+VGEtyipmKFZizOOJ24/rmyUXhlviU1JteJEv8vRyDVZZcZyNLboueZV6cGgxj13IABFI2msJGlXY7ViqneVnNWM+skllNOY3SxFF5XMNy5c/yCEwOvm3eospTz69MFxLIxiNLq7uW/Xgb8LIQRBJQgt0UEja4GzjvLYXXD+4UYJ27+9xPYXkdJSpiVRWWJ1hi0APts8W+VYTHfHoMvgWiXDJlQuxSmHV/6gkmMksYkZRh3qcNB90PG7bmUbN3+TNBZATISgUXAkzd9IafeVnBuh1k7B1rkDsh1AX1nwtBRUxlLqa2qo7LoOzfD6d0UnFoUkyRKSq75nJyVaCIwxVFVFlhnYhMFwQGcvA1VoqqrmZXcs8/j5p1hbXUeKADKwvNxYtWRk6PdS0gCPTWY45diuA2WvaFx345RtqXDWUCnJ4uJJ4nOPc+lTT6CNJe2dJN1VcjqRZzrZ2u+jMYbNzc1dZSXsWnIcWmfMZheukzWO19mQD1Mr0MqjaGo49Qd9Lm5cOfBaaInuR9f9fZZluEuN+y9NTgEQ+WVWeitMJk8AgTg+xqL5QBMLpQoWi7uZTD7DE09vEPsOSRLT763QpPBr6rpGSYUQkvX1VT73OUtZrrFzeQM3ndH1Hj0TTOJjAIx9xnl7+1WM29+DQ0uzoAB43+NsmhNrz1jPCaHi7qFG5Kcozz3Nqe5CU71UCaZ7ln0hsKb5+8WFjDwaYYXACNFkW1mJUZbA9Qu1UjEr+sokcGJ3l3489nx2dnByTLXkscmMSDlKV+wqLE0nOokhS9aeUUJxzWSmpGssN1dhTA+iAfHms5xfYq68pEKIXWWo3v1Z4ZwjTdNn/nsaC5CWcj/OJ877+F2rkdIZw7x50TPdnCcmdmNxbngv6Tm7sGtqlw6j831f99UkThHvvsS91LElrzzbKNp9btoS6Wax9UZdd49efNX3IcX+JH9i2MhrpGlM9zMayxXQ80lziKd3jeVLVkSqkf1CqDmTpSipqPRBy9G131cv6j3jenQ1ZrHpyzh2PLw7rpWSCAGvLpJ9a9HpMyeRzpFZQwCKa+TVWpOmJcXwLi5d+hBKKGoU/183J9613AgBub1ycK4A+kZzdNDhU9vNWM8yy4aUaKHp2OfeKR6NHHp3J13uLp5CSdR4+UA7ZR2xX73BA4gPKA1X/3+PxfIIAFF6jQJkFd2sy6UnJkTKI/fcvuHK5kQIR+x33YpFxGixSxRFKKV4+ummzRHXIXbdKze21ygBPidOxxhpWM6WsVdZHnXXs24aq4ri+jG4R3yD+BAnJWq3y1JakM9R2C3uXvcrITR1vXPgPQc4U6T7Y6fpnICKZ6RY6yM+Ozng8t5jT7mdz+esuUC9CTZ21PP5bh8MxhiMsSRWNufqCYWUjl6vcb3pnkcoSQIoIbDKcqGud49QgcHxIVJI1O4cHMcrECIq9RGUkUhlUEoxn885Ucac27q83z9rLRsbuzFHQjTPElAqRUjDMzlVah2IojXU/KmmLEKl6Havf8bX4pzDm+3dz9uN+xutNJsvAgiJcwM6VjCb1rt9SqiqFCF2sMkSdT2lO1jn4ucv4MwaUuwgxKx5Vlrv90Pmi4xmF9gW26Qu58KuC3/P2nS7ad1VLxD6Slgti4uv3F/8c2PQOiO2Ap/1WO/OyeIrisReOyUFdnfiX+0n6N3JxilJ1+hm4YP9xeFqkvg4w11faKzkfptcK4bx8EDbvtHESnI89vSzYweuLRTX7xBuhJSSuq4RQl83sKOoSZE88QwKRdPhg9aEKxafgFIxRfHcKYjdbpe+1Y2pHThy7DTRrtxSmitmfXatS88mj/L7CoFSjji+saLXSx3RVdU8r45DUurmzLSj4qrnJXaDqriikFxZrK4silJ6VGY5vmumXvKWrtEkSmKk3h9De2PkmVhKl571+n639l13Zr9vidaEwP4zBpC758/lzrHgDKeu+c611qys3IExjRKjhGLRygNjOJYH+2ylYMlbMq32ldKidEyqml7UQ4nnWHRhX8G5WpYbogQyvkEMgY1ZSK7EoIyT8fVtboQUSCvRWiOVIDI3HhNC2H1L5crRMWl6dexa872vJyXyaiUkvt4CdyQ/gti1Ou3FDUFjaboZuv76xdNKsa+ICGnB5de1eS6kNNRhdp316do5QehnH69JkiCiG+/L95ScqqoY+eY+URbvHw4phKXf7+N9TBwlu5YUj9ZXNk/iqnG45Jvg6hDYDwfoFAVF3swd+29j0mcuc6JkiW63S7fbbdy5xuyfxwjNnBZFV+bTvU2QlJokPoa8wXwhpCAYgVGeND2JsT1UZg7c59nw++9/0/8r85NEq0ZuvauU1XVT3mNx8SzWRsRZl7qekBZnCLoiTY4hZXKgn1nWPAuV9tBoziycoZv3qXYVeKUinBRsV7c3+LhVcl4gRu7KozXG7C/+PlrC+0WEaNLKlbQkyTGE0Lu+2l1zujckuwtox2hy3WQ8LTvDPXmM3N0x3ih49+ode3aNObgf9a9re+zZFJCbQClFVVUgJFG0cuM2z2YyyA+6gjqdDlJa6jBHqXj/ZXquPlxLJG88vON4/VnvFfkby/BCMMyuPHshxYGJFq4oOSFUVxRgFaH70XXP1ErJcpw2mW6wH+z4rNxAST54/cpn6LLpq5SSxOhntAIppYiUJLlm7F09OQuh6fgOq/HBRfPa8eqv+g73FKomVTzQ8Z3rrFNfDEIIVHYDl2rU2T28suFG8Sg3QhWuqakEZH3Park7ruoK5JXFWghL5psxfq1Ldy/oHBMTR0euXMivD/z1+ot7j28UTDx2Br/7jKWwkA6va/NcSGkI9XQ/RmqP/jWuDKEEwj+7QqafI8ajcb1YjDmCju2VhVilxHGMMRnWlvsZTs/EsdgziAfPeD256r2ZxEdwrkeWZSilmM1mGGMOzFtCCMqy3P/56s+Xsjkd/lqkckin9hXWLD2DSu1NbfoA+qnb/eyDz1RKsx9Xaa1lOp2xsbFBlmVYa6lryPNk93pO5Zo1TKkVlLz++Usp9y3wxiT7CmAcH2NoDfVVVsvbQeuueoFIrjH97mnASXKC2fRpQpgzn13cX3CbIMQrriItJVLMkTLFXLX7LHardarYIEQzCT0b6zdQgm41e5acJkDuepP388U5x3RqYb7xjFaUm+HEDQLyboabtcK8IKiDi/aea8TaAXu2/GdT0pRK9pUcoZ5bARD62du4tet37mmaMgiC+WR2w7/x8Y2VgKsneaUitNSYa96To9d8Z+4GlhcnxU252W4Z5Q1cWDeBvMrKp5REsStbPQd1RWkqyyOMiyM3vIf3uxsA45Hyxc9UcVKi1a5VOF5/5nibZ2EvEQJ98Ltd8de49rTE9J793VOZ5caj7gpSNlmVuhcxoFGsrW3ivJo4mJyb2d83btNLN7x2dexXUPqKG5JG0ZJS3rQy0vT5+rnKRBmip/atlVdbnW6GPSXn2nsLYXButPt/AWjKsrxS3gOF9xYhDFJ6ZrMZ3nuOHz/O5csb133OlRADiOOjsHPFLacF6Odycb7AtErOC0TXlwd+3tOApTAIoajrOQhBmjaxIml6ip2dR6+4GqShrndQ6pl3EzdD9Fw79VuAMYbZbHZLFJw9pHQ3dH89H27lLv/F4lqT/d5ucs/F81w49/x22s/lIrj2+onY45xlAfYzoK6lnz33ZCx3x4q8ZmfornNXXf8ZTar4S9gI3ZwLsP/j4uLxZ2y6r+Tom3NRvBDsxY98oe+TlGY/G+xZUeLmXGvP0g9r7XUp2de36d60LPIZ2i1dpeQILZHii1tKnbveiqZ1hkxnB1yPXwjXzqHODXDuyrqiVH6grtneGuT9AkJIQs1+Vqy1vRt+xp6SI4TEPptL+DbwEp4pXhrsDY4oanaDe26pEGakyYl9syE0AcN7u7W9iUXKGysOPauvz0y4TTjndrX5G78AXwjyBkHMXw7ozsEJ6eog3BeC51JyruXqyb1jbjyxX7tDvxF+N1tt7714Jo49gzXuxbBQvmBI1VQQfj70T7wwfbkJxBd59pAQFnETS81NuVdhP27tRqysrNxwY9Ttdun1mvlpz4pxM9wo5vFahJG7wcMNz5hF+izcaBMTx+tooW+5knM1QiiMudZa3gRk761NV5f9eKZ5ud+/EgZxrcv5dtNacl5gvN+LY9hTWppIeiE0/prYD2OK/aBYKSxCmv2/u5b8S2wgrays3FLLSZOC/4W5CV7K3GyQ6C37PHvrP693E2mj+8HHz+EafKZYrvRLbPw/L4S8Yd2lZ/+b27c7fqY56Ga5OpvoWdvdpAVAPkvcjpQS54ZYe/G6PnwhJDeh5NjySmFH4Kayn26WpWzpi55Xr7baXItSCcZc4zYUAqWuKJxxfOX/UjrqcH1/ru7jsvvixsutplVyXmCuDZoVwuD9IvP5xRsO3ivKkN0tHPWlZfp7Jl6Ifr5UZH8po7u3v1jXlx0mfv5Kzm3E3AIL7Y3cMV8oqnx2K54xJcPhrbH0PVfMI0CcJQcOobyZRImb5UblCp4vxnSe8ZpS8Q2VMu+vZF52u1cSQ7ROCeHZs6VuZpPzYvKl1ZtDyPVKjtgN6Lrx4BX79RPiWxrj0tLS8iXCDTKjvpS52krxhaL1zWWk3QwqfW4F8WbTrJ+L7jO4ZK/malfNS40oWjtQXgN2a45dFeR8tXvvi7Xq3Q7amJwXiOfKhHimnc1e0NwzpWK3tLS0tHzpcCUr6aXHtQoOwMLCwbXppb4WtUrOC8R+VsQz8EzZMvYW7JpaWlpaWlq+EG6VFexLhVbJ+RLD2lsXtNbS0tLS0vLlTKvktLS0tLS0tBxKWiWnpaWlpaWl5VDSKjktLS0tLS0th5JWyWlpaWlpaWk5lLRKTktLS0tLS8uhpFVyWlpaWlpaWg4lrZLT0tLS0tLScihplZyWlpaWlpaWQ0mr5LS0tLS0tLQcSlolp6WlpaWlpeVQ0io5LS0tLS0tLYeSVslpaWlpaWlpOZS0Sk5LS0tLS0vLoaRVclpaWlpaWloOJfp2d+B2EkIA4NKlS7e5Jy0tLS0tLS03y966vbeOPxNf1krO5cuXAVhZWbnNPWlpaWlpaWl5vly+fJmiKJ7xugjPpQYdYuq65vOf/zxZliGEuGX3vXTpEisrK3zmM58hz/Nbdt8vVVp5Dz9fbjK38h5uWnlf+oQQuHz5MouLi0j5zJE3X9aWHCkly8vLL9j98zw/NAPqZmjlPfx8ucncynu4aeV9afNsFpw92sDjlpaWlpaWlkNJq+S0tLS0tLS0HEpaJecFwDnH3/t7fw/n3O3uyotCK+/h58tN5lbew00r75cPX9aBxy0tLS0tLS2Hl9aS09LS0tLS0nIoaZWclpaWlpaWlkNJq+S0tLS0tLS0HEpaJaelpaWlpaXlUNIqOS8A/+bf/BuOHDmC957XvOY1vP/977/dXXrevP3tb+dVr3oVWZYxHA7583/+z/Pxj3/8QJudnR3e9KY30ev1SNOUv/SX/hKPP/74gTaPPPII3/RN30QcxwyHQ9761rcyn89fTFG+IN7xjncghOAtb3nL/u8Om7yf+9zn+PZv/3Z6vR5RFHHXXXfxgQ98YP96CIEf+ZEfYWFhgSiKuP/++/nEJz5x4B7nzp3j9a9/PXmeU5Ylf/2v/3U2NjZebFFuiqqq+OEf/mHW19eJoohjx47xD/7BPzhw9s1LWebf/M3f5M/+2T/L4uIiQgh+6Zd+6cD1WyXbRz7yEf7Un/pTeO9ZWVnhH//jf/xCi3ZDnk3e2WzG2972Nu666y6SJGFxcZHv+I7v4POf//yBexwWea/ljW98I0II/uW//JcHfv9SkveWEVpuKe985zuDtTb8p//0n8If/MEfhL/xN/5GKMsyPP7447e7a8+L173udeGnfuqnwkMPPRQefPDB8I3f+I1hdXU1bGxs7Ld54xvfGFZWVsJ73vOe8IEPfCB8xVd8RfjKr/zK/evz+Tzceeed4f777w8f+tCHwrve9a7Q7/fDD/7gD94OkW6a97///eHIkSPhZS97Wfje7/3e/d8fJnnPnTsX1tbWwl/9q381vO997wsPP/xwePe73x3+5E/+ZL/NO97xjlAURfilX/ql8OEPfzh88zd/c1hfXw/b29v7bf7Mn/kz4e677w6/+7u/G37rt34rHD9+PHzbt33b7RDpOfnRH/3R0Ov1wi//8i+HT37yk+Hnf/7nQ5qm4cd+7Mf227yUZX7Xu94VfuiHfij8wi/8QgDCL/7iLx64fitku3jxYhiNRuH1r399eOihh8LP/uzPhiiKwr/7d//uxRJzn2eT98KFC+H+++8P/+2//bfwsY99LLz3ve8Nr371q8MrXvGKA/c4LPJezS/8wi+Eu+++OywuLoZ/8S/+xYFrLyV5bxWtknOLefWrXx3e9KY37f9cVVVYXFwMb3/7229jr754nnjiiQCE3/iN3wghNJOIMSb8/M///H6bP/qjPwpAeO973xtCaF5KKWV47LHH9tv8xE/8RMjzPEwmkxdXgJvk8uXL4cSJE+GBBx4IX/M1X7Ov5Bw2ed/2treF1772tc94va7rMB6Pwz/5J/9k/3cXLlwIzrnwsz/7syGEEP7wD/8wAOH3fu/39tv8n//zf4IQInzuc5974Tr/BfJN3/RN4a/9tb924Hd/8S/+xfD6178+hHC4ZL52EbxVsv34j/946HQ6B8bz2972tnDq1KkXWKJn59kW/T3e//73ByB8+tOfDiEcTnk/+9nPhqWlpfDQQw+FtbW1A0rOS1neL4bWXXULmU6nfPCDH+T+++/f/52Ukvvvv5/3vve9t7FnXzwXL14EoNvtAvDBD36Q2Wx2QNbTp0+zurq6L+t73/te7rrrLkaj0X6b173udVy6dIk/+IM/eBF7f/O86U1v4pu+6ZsOyAWHT97/+T//J6985Sv5lm/5FobDIffeey8/+ZM/uX/9k5/8JI899tgBeYui4DWvec0Becuy5JWvfOV+m/vvvx8pJe973/tePGFukq/8yq/kPe95D3/8x38MwIc//GF++7d/m2/4hm8ADqfMe9wq2d773vfy1V/91Vhr99u87nWv4+Mf/zjnz59/kaT5wrh48SJCCMqyBA6fvHVd84Y3vIG3vvWt3HHHHdddP2zy3iytknMLeeqpp6iq6sAiBzAajXjsscduU6++eOq65i1veQtf9VVfxZ133gnAY489hrV2f8LY42pZH3vssRs+i71rX2q8853v5Pd///d5+9vfft21wybvww8/zE/8xE9w4sQJ3v3ud/Pd3/3dfM/3fA8//dM/DVzp77ON5ccee4zhcHjgutaabrf7JScvwN/5O3+Hv/JX/gqnT5/GGMO9997LW97yFl7/+tcDh1PmPW6VbC+lMX41Ozs7vO1tb+Pbvu3b9g+oPGzy/qN/9I/QWvM93/M9N7x+2OS9Wb6sTyFvuTne9KY38dBDD/Hbv/3bt7srLxif+cxn+N7v/V4eeOABvPe3uzsvOHVd88pXvpJ/+A//IQD33nsvDz30EP/23/5bvvM7v/M29+6F4ed+7uf4mZ/5Gf7rf/2v3HHHHTz44IO85S1vYXFx8dDK3NIEIf/lv/yXCSHwEz/xE7e7Oy8IH/zgB/mxH/sxfv/3fx8hxO3uzpcUrSXnFtLv91FKXZdx8/jjjzMej29Tr7443vzmN/PLv/zL/Nqv/RrLy8v7vx+Px0ynUy5cuHCg/dWyjsfjGz6LvWtfSnzwgx/kiSee4OUvfzlaa7TW/MZv/Ab/6l/9K7TWjEajQyXvwsICZ8+ePfC7M2fO8MgjjwBX+vtsY3k8HvPEE08cuD6fzzl37tyXnLwAb33rW/etOXfddRdveMMb+L7v+759y91hlHmPWyXbS2mMwxUF59Of/jQPPPDAvhUHDpe8v/Vbv8UTTzzB6urq/vz16U9/mu///u/nyJEjwOGS9/nQKjm3EGstr3jFK3jPe96z/7u6rnnPe97Dfffddxt79vwJIfDmN7+ZX/zFX+RXf/VXWV9fP3D9Fa94BcaYA7J+/OMf55FHHtmX9b777uOjH/3ogRdrb6K5doG93Xzd130dH/3oR3nwwQf3/73yla/k9a9//f7/D5O8X/VVX3VdSYA//uM/Zm1tDYD19XXG4/EBeS9dusT73ve+A/JeuHCBD37wg/ttfvVXf5W6rnnNa17zIkjx/Nja2kLKg1OeUoq6roHDKfMet0q2++67j9/8zd9kNpvtt3nggQc4deoUnU7nRZLm5thTcD7xiU/wf//v/6XX6x24fpjkfcMb3sBHPvKRA/PX4uIib33rW3n3u98NHC55nxe3O/L5sPHOd74zOOfCf/7P/zn84R/+Yfibf/NvhrIsD2TcvBT47u/+7lAURfj1X//18Oijj+7/29ra2m/zxje+MayuroZf/dVfDR/4wAfCfffdF+67777963sp1V//9V8fHnzwwfArv/IrYTAYfEmmVN+Iq7OrQjhc8r7//e8PWuvwoz/6o+ETn/hE+Jmf+ZkQx3H4L//lv+y3ecc73hHKsgz/43/8j/CRj3wk/Lk/9+dumHJ87733hve9733ht3/7t8OJEye+JNKpb8R3fud3hqWlpf0U8l/4hV8I/X4//MAP/MB+m5eyzJcvXw4f+tCHwoc+9KEAhH/+z/95+NCHPrSfTXQrZLtw4UIYjUbhDW94Q3jooYfCO9/5zhDH8W1JMX42eafTafjmb/7msLy8HB588MEDc9jVmUOHRd4bcW12VQgvLXlvFa2S8wLwr//1vw6rq6vBWhte/epXh9/93d+93V163gA3/PdTP/VT+222t7fD3/pbfyt0Op0Qx3H4C3/hL4RHH330wH0+9alPhW/4hm8IURSFfr8fvv/7vz/MZrMXWZovjGuVnMMm7//6X/8r3HnnncE5F06fPh3+/b//9weu13UdfviHfziMRqPgnAtf93VfFz7+8Y8faPP000+Hb/u2bwtpmoY8z8N3fdd3hcuXL7+YYtw0ly5dCt/7vd8bVldXg/c+HD16NPzQD/3QgUXvpSzzr/3ar93wnf3O7/zOEMKtk+3DH/5weO1rXxucc2FpaSm84x3veLFEPMCzyfvJT37yGeewX/u1X9u/x2GR90bcSMl5Kcl7qxAhXFXus6WlpaWlpaXlkNDG5LS0tLS0tLQcSlolp6WlpaWlpeVQ0io5LS0tLS0tLYeSVslpaWlpaWlpOZS0Sk5LS0tLS0vLoaRVclpaWlpaWloOJa2S09LS0tLS0nIoaZWclpaWlpaWlkNJq+S0tLS0tLS0HEpaJaelpaWlpaXlUNIqOS0tLS0tLS2HklbJaWlpaWlpaTmU/P8BRf2Q2HgvDesAAAAASUVORK5CYII=",
"text/plain": [
"<Figure size 640x480 with 1 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"for rid in roi_ids:\n",
" s = np.concatenate(series[rid])[:1500]\n",
" plt.plot(s, label=rid, linewidth=0.1)"
]
},
{
"cell_type": "code",
"execution_count": 11,
"id": "4e7a05ee-da91-4993-a5ee-76ec6a5300ed",
"metadata": {},
"outputs": [],
"source": [
"series_proc = {}\n",
"length = 1500\n",
"background_intensity = 32000\n",
"\n",
"M = 3\n",
"h = np.ones(M) / M \n",
"\n",
"for rid in series.keys():\n",
" _ser = series[rid]\n",
" _ser = np.concatenate(_ser)\n",
" _ser = _ser[:length]\n",
" _ser = _ser - background_intensity\n",
" f0 = _ser[0]\n",
" delta_f = _ser - f0\n",
" _res = delta_f / f0\n",
" _res = np.convolve(_res, h, mode='same') / sum(h)\n",
" series_proc[rid] = _res"
]
},
{
"cell_type": "code",
"execution_count": 12,
"id": "05237a0c-1a98-49e0-b7cd-6de8b3e7b1fb",
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"(-0.1, 1.4)"
]
},
"execution_count": 12,
"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": [
"for rid in roi_ids:\n",
" s = series_proc[rid]\n",
" plt.plot(s, label=rid, linewidth=0.5)\n",
"plt.ylim(-0.1, 1.4)"
]
},
{
"cell_type": "code",
"execution_count": 13,
"id": "337baf43-2751-460b-a286-0bae67a75d5d",
"metadata": {},
"outputs": [],
"source": [
"exp_df = pd.read_csv('./exp_table.csv')\n",
"exp_df.index = exp_df.pop('cell_id')\n",
"exp_df = exp_df.loc[list(series_proc.keys())]"
]
},
{
"cell_type": "code",
"execution_count": 14,
"id": "56e7efb5-da56-4413-b847-90d8928ed1b2",
"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>slc17a7</th>\n",
" <th>Nov</th>\n",
" <th>Cux2</th>\n",
" <th>Rorb</th>\n",
" <th>Gad1</th>\n",
" <th>Vip</th>\n",
" <th>NPY</th>\n",
" <th>Ntsr2</th>\n",
" <th>Mag</th>\n",
" <th>Fcer1g</th>\n",
" </tr>\n",
" <tr>\n",
" <th>cell_id</th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" </tr>\n",
" </thead>\n",
" <tbody>\n",
" <tr>\n",
" <th>10</th>\n",
" <td>16</td>\n",
" <td>3</td>\n",
" <td>9</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>1</td>\n",
" <td>5</td>\n",
" <td>0</td>\n",
" <td>2</td>\n",
" <td>1</td>\n",
" </tr>\n",
" <tr>\n",
" <th>11</th>\n",
" <td>6</td>\n",
" <td>1</td>\n",
" <td>5</td>\n",
" <td>1</td>\n",
" <td>2</td>\n",
" <td>1</td>\n",
" <td>16</td>\n",
" <td>0</td>\n",
" <td>1</td>\n",
" <td>2</td>\n",
" </tr>\n",
" <tr>\n",
" <th>12</th>\n",
" <td>0</td>\n",
" <td>1</td>\n",
" <td>5</td>\n",
" <td>0</td>\n",
" <td>3</td>\n",
" <td>0</td>\n",
" <td>7</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" </tr>\n",
" </tbody>\n",
"</table>\n",
"</div>"
],
"text/plain": [
" slc17a7 Nov Cux2 Rorb Gad1 Vip NPY Ntsr2 Mag Fcer1g\n",
"cell_id \n",
"10 16 3 9 0 0 1 5 0 2 1\n",
"11 6 1 5 1 2 1 16 0 1 2\n",
"12 0 1 5 0 3 0 7 0 0 0"
]
},
"execution_count": 14,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"exp_df.head(3)"
]
},
{
"cell_type": "code",
"execution_count": 142,
"id": "6eff444a-9729-4df6-b131-678a1101a0a7",
"metadata": {
"scrolled": true
},
"outputs": [
{
"name": "stderr",
"output_type": "stream",
"text": [
"C:\\Users\\wzxu\\AppData\\Local\\Temp\\ipykernel_8184\\944658625.py:15: UserWarning: FixedFormatter should only be used together with FixedLocator\n",
" ax2.set_xticklabels(_row.index, rotation=30, ha='right')\n"
]
},
{
"data": {
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