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"nbformat": 4,
"nbformat_minor": 0,
"metadata": {
"colab": {
"provenance": []
},
"kernelspec": {
"name": "python3",
"display_name": "Python 3"
},
"language_info": {
"name": "python"
}
},
"cells": [
{
"cell_type": "code",
"execution_count": 1,
"metadata": {
"colab": {
"base_uri": "https://localhost:8080/"
},
"id": "9I9c2lTw9uCd",
"outputId": "1d950392-fd2e-48cf-93c1-2d6b6d127a15"
},
"outputs": [
{
"output_type": "stream",
"name": "stdout",
"text": [
"Librosa installed!\n"
]
}
],
"source": [
"# install librosa β main audio processing library\n",
"!pip install librosa -q\n",
"\n",
"print(\"Librosa installed!\")"
]
},
{
"cell_type": "code",
"source": [
"import os\n",
"\n",
"# check if audio file exists\n",
"if os.path.exists(\"audio.wav\"):\n",
" print(\"audio.wav found! β
\")\n",
"else:\n",
" print(\"audio.wav not found β β need to download\")"
],
"metadata": {
"colab": {
"base_uri": "https://localhost:8080/"
},
"id": "o6Qtdj2U-ovq",
"outputId": "95b2e73f-cb89-4944-f201-66559fb715d7"
},
"execution_count": 2,
"outputs": [
{
"output_type": "stream",
"name": "stdout",
"text": [
"audio.wav not found β β need to download\n"
]
}
]
},
{
"cell_type": "code",
"source": [
"import urllib.request\n",
"from moviepy.editor import VideoFileClip\n",
"\n",
"# download sample video\n",
"print(\"Downloading sample video...\")\n",
"urllib.request.urlretrieve(\n",
" \"https://www.w3schools.com/html/mov_bbb.mp4\",\n",
" \"sample_video.mp4\"\n",
")\n",
"print(\"Video downloaded!\")\n",
"\n",
"# extract audio from video\n",
"print(\"Extracting audio...\")\n",
"video = VideoFileClip(\"sample_video.mp4\")\n",
"video.audio.write_audiofile(\"audio.wav\")\n",
"print(\"audio.wav ready! β
\")"
],
"metadata": {
"colab": {
"base_uri": "https://localhost:8080/"
},
"id": "jm-Em-_L-w6c",
"outputId": "bb983052-6ec2-483b-976a-894c39216854"
},
"execution_count": 3,
"outputs": [
{
"output_type": "stream",
"name": "stderr",
"text": [
"/usr/local/lib/python3.12/dist-packages/moviepy/config_defaults.py:47: SyntaxWarning: invalid escape sequence '\\P'\n",
" IMAGEMAGICK_BINARY = r\"C:\\Program Files\\ImageMagick-6.8.8-Q16\\magick.exe\"\n",
"/usr/local/lib/python3.12/dist-packages/moviepy/video/io/ffmpeg_reader.py:294: SyntaxWarning: invalid escape sequence '\\d'\n",
" lines_video = [l for l in lines if ' Video: ' in l and re.search('\\d+x\\d+', l)]\n",
"/usr/local/lib/python3.12/dist-packages/moviepy/video/io/ffmpeg_reader.py:367: SyntaxWarning: invalid escape sequence '\\d'\n",
" rotation_lines = [l for l in lines if 'rotate :' in l and re.search('\\d+$', l)]\n",
"/usr/local/lib/python3.12/dist-packages/moviepy/video/io/ffmpeg_reader.py:370: SyntaxWarning: invalid escape sequence '\\d'\n",
" match = re.search('\\d+$', rotation_line)\n",
"WARNING:py.warnings:/usr/local/lib/python3.12/dist-packages/moviepy/video/io/sliders.py:61: SyntaxWarning: \"is\" with 'str' literal. Did you mean \"==\"?\n",
" if event.key is 'enter':\n",
"\n"
]
},
{
"output_type": "stream",
"name": "stdout",
"text": [
"Downloading sample video...\n",
"Video downloaded!\n",
"Extracting audio...\n",
"MoviePy - Writing audio in audio.wav\n"
]
},
{
"output_type": "stream",
"name": "stderr",
"text": [
" "
]
},
{
"output_type": "stream",
"name": "stdout",
"text": [
"MoviePy - Done.\n",
"audio.wav ready! β
\n"
]
},
{
"output_type": "stream",
"name": "stderr",
"text": [
"\r"
]
}
]
},
{
"cell_type": "code",
"source": [
"import librosa # audio processing library\n",
"import librosa.display # for visualizing audio\n",
"import matplotlib.pyplot as plt # for displaying images\n",
"import numpy as np # numerical operations\n",
"\n",
"# ββ Step 1: Load Audio File ββββββββββββββββββββββββββββββββββ\n",
"# librosa.load reads the .wav file\n",
"# sr=22050 means sample rate = 22050 measurements per second\n",
"# y = audio wave as numbers\n",
"# sr = sample rate\n",
"y, sr = librosa.load(\"audio.wav\", sr=22050)\n",
"\n",
"print(\"Audio loaded successfully!\")\n",
"print(f\"Sample rate : {sr} measurements/second\")\n",
"print(f\"Total samples : {len(y)}\")\n",
"print(f\"Duration : {round(len(y)/sr, 2)} seconds\")\n",
"print(f\"First 10 numbers : {y[:10]}\")"
],
"metadata": {
"colab": {
"base_uri": "https://localhost:8080/"
},
"id": "tA0sxpua_CAs",
"outputId": "445c6b0d-fbfc-41a8-86ce-8acb5965b07b"
},
"execution_count": 4,
"outputs": [
{
"output_type": "stream",
"name": "stdout",
"text": [
"Audio loaded successfully!\n",
"Sample rate : 22050 measurements/second\n",
"Total samples : 221162\n",
"Duration : 10.03 seconds\n",
"First 10 numbers : [0.00046773 0.00065141 0.00075196 0.00093701 0.00162193 0.00313402\n",
" 0.00417145 0.00475052 0.00430385 0.00350099]\n"
]
}
]
},
{
"cell_type": "code",
"source": [
"# ββ Step 2: Convert Audio to Mel Spectrogram ββββββββββββββββ\n",
"# n_mels=128 β 128 frequency bins (height of image)\n",
"# this converts raw audio numbers into a 2D image\n",
"\n",
"print(\"Converting audio to Mel Spectrogram...\")\n",
"\n",
"# compute mel spectrogram\n",
"mel_spectrogram = librosa.feature.melspectrogram(\n",
" y=y, # audio wave numbers\n",
" sr=sr, # sample rate\n",
" n_mels=128 # number of frequency bins\n",
")\n",
"\n",
"# convert to decibels (log scale)\n",
"# makes quiet and loud sounds easier to see\n",
"mel_db = librosa.power_to_db(mel_spectrogram, ref=np.max)\n",
"\n",
"print(f\"Mel Spectrogram shape: {mel_spectrogram.shape}\")\n",
"print(f\"Height (frequency bins): {mel_spectrogram.shape[0]}\")\n",
"print(f\"Width (time steps) : {mel_spectrogram.shape[1]}\")\n",
"\n",
"# ββ Step 3: Visualize Mel Spectrogram βββββββββββββββββββββββ\n",
"plt.figure(figsize=(12, 4))\n",
"\n",
"librosa.display.specshow(\n",
" mel_db,\n",
" sr=sr,\n",
" x_axis='time', # show time on x axis\n",
" y_axis='mel' # show frequency on y axis\n",
")\n",
"\n",
"plt.colorbar(format='%+2.0f dB') # show loudness scale\n",
"plt.title('Mel Spectrogram β Audio Converted to 2D Image',\n",
" fontsize=14)\n",
"plt.tight_layout()\n",
"plt.show()"
],
"metadata": {
"colab": {
"base_uri": "https://localhost:8080/",
"height": 480
},
"id": "sHcBqdyl_0Xg",
"outputId": "a7f38fb8-f87a-408a-fb3b-4385d5ab2ac8"
},
"execution_count": 5,
"outputs": [
{
"output_type": "stream",
"name": "stdout",
"text": [
"Converting audio to Mel Spectrogram...\n",
"Mel Spectrogram shape: (128, 432)\n",
"Height (frequency bins): 128\n",
"Width (time steps) : 432\n"
]
},
{
"output_type": "display_data",
"data": {
"text/plain": [
"<Figure size 1200x400 with 2 Axes>"
],
"image/png": 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jjz5adY/1reNvf/vbPgD/oosu8j3PM8e7urr8nXfe2U8mk2b++H6w7i+//PJQOb/85S9NvzzxxBM17xUFAH+fffap+d0tt9xivs/n8+b4woUL/aFDh/rxeDy0TgeLzs5Of8SIEX46nfZXr14d+o5tfP7559dZxtixY30AA6oH95c77rgjdJx9du6554aOf+UrX/EB+C0tLf71119vjnue5x9yyCE+AP+ll14KXfPmm29W3Xfp0qX+qFGj/EmTJoWOP/bYYz4Af/vtt/d7e3tD548YMaJqvfu+7++xxx5+LBar2tPnzJnjNzY2+ttss816+8HCwsLCIgz7YsTCwuIdI/pi5Nprr/UB+LNmzfJ93/evvvpqH4D/yiuv+L5f+8XItttu69fX1/vZbLaq/H/9618+AP8b3/iGOTaYFyOs45577ml+/ALw6+rq/AMOOMCfMWNG1UsSlj9t2rSqsrq7u/2Wlha/qanJL5fLvu/7/r333rvOfzgeffTRvuu6fmdnp+/7vn/XXXf5APxTTjllvXUf6IuRG264oeq7p59+ut9/DHZ3d/ttbW1+Op02/+DhP2qPOOKIqvMXLVrkx2Kxfl+MRP9BMRBss802/oQJE2qW9/3vf7/q/P33398H4N9yyy1V302cONEfN27coOvwXuOVV17xAfif+tSnzDHP8/xx48b5mUzG7+joCJ0/2BcjTz31VL8vhRYsWFBzzGqtn1tvvdUH4H/lK1+pKmfhwoV+PB73J06cuN723nnnnT4A/4QTTljvuZW49NJLfQD+D37wg6rvnnvuOR+Av//++5tj7ItNN93UrMPod0cffXTo+O677+7H43F/xYoVoeO77LKLn0gk/FWrVpljRxxxhA+g6mWj78vLPsdx/GOOOcYcY59++tOfrtm+dY1ruVz2W1tb/c022yz0UoS4//77fQD+jTfe6Pu+vDBOp9P+8OHD/b6+vqqyJk2a9K69GOGae+GFF6q+u+KKKwb8wqw/nHjiif2WMdAXI7vuumu/dYxiXS9GGhoaQi8nfD/YQ2uNDdfMTTfdtN77+r7vn3322T4Af8GCBebYaaed5gPw77333qrzr7zyyqr1/vLLL1e90K7Eeeed5wPwX3vttQHVycLCwsJCYFNpLCws3nV89rOfxQUXXICbbroJu+66K2bMmIEddtjBULOjyGazeO211zBq1Cj84Ac/qPqe4oyvv/76BtdpwoQJePbZZ/HPf/4Tjz32GF588UU899xzePzxx/H444/j1ltvxcMPP4xUKhW6bq+99qoqq6GhAdtvvz2efPJJvPnmm9h8880xa9YsAMCcOXNqakMsX74cnudh7ty52HnnnfH3v/8dAHDggQducJui2GWXXaqOvfLKKwBQM12joaEBO++8Mx555BHMmTMH22yzjdFlmDp1atX5Y8eOxbhx4/DWW28N+P7Ek08+ieuvvx4vvPACVq9eHdKLSCaTNa+pNV/ootLfdy+88EK/dSA6Ojpw/fXXr/e89WHfffcdUBrMb37zGwDAKaecYo45joPPfvazuPLKK3H77bfjK1/5ygbXg2NWa66OHz8eY8eODelY9Id1zZVx48Zh4sSJmDt3Lrq7u9HY2LjB9d2Q++++++5Ip9P45z//WfXd9ttvX6VbMWbMGAAy1pX43Oc+h+effx533HEHzjnnHADAvHnz8Pe//x2HH354KKVs1qxZqK+v71fjKJPJ1NyT1rUO+sOcOXOwdu1ajBo1Ct///vervqetMe83Z84c5HI57L///lWpTa7rYs8998S8efMGXY9aeOWVV1BXV1ezXUzZqTUuA8GFF16IO+64A9OnT99oQsSVmDRpEurq6kLHuOdsu+22VWk6/G7p0qWh42+++SauuuoqzJw5E0uWLEE+nw99v3TpUpM+uK49d88996w6xmfNihUraj5rOEdef/11bL311rUbamFhYWFRBftixMLC4l3HsGHDcPjhh+POO+/EZz7zGcyZMwc33nhjv+evXbsWvu9jyZIlNf9RQPT29r7jum2//fahf1Q/+eST+OxnP4snnngCP/vZz6py5alPEAWPd3Z2AgDa29sBALfddts678828LrRo0cPvhH9oFZdu7q6+v0OCH7Y8zx+Up+k1j36ezHS3z3uvvtuHH/88WhoaMBBBx2ECRMmoK6uzgg89idMGxXlBAINgv6+iwp01kJHR8c659lgsL4XI7lcDrfddhsaGhpw9NFHh7475ZRTcOWVV+Kmm256Ry9GOJfWNWYDeTEykLkyd+5cdHV1rfPFyMiRIwEAS5YsWe89B3p/x3EwYsSImmWua55EBVKPP/54fP3rX8fvf/9782Lkd7/7HQB5aVKJ9vZ2lEqlQe9J/fXfusD94z//+Q/+85//rPd+AxnzdwtdXV0YO3Zsze+i+8dgcNFFF+Hqq6/G/vvvj3vvvXdQ2k9R8MXEsGHDNrgMYMP2HAAhZ6U33ngDu+yyC7q6urDffvvh8MMPR1NTE1zXxZNPPomnnnoq9KKkq6sLruuGXsoRtcaRc+Whhx7CQw891G9b3o3npYWFhcXHCfbFiIWFxXuCM888E/feey9OO+00pNNpnHzyyf2eyx+cO+20E1588cX3q4oA5B+2l112Gc444wzMnDmz6sVIf+4zPE7LU7bhgQcewGGHHbbe+1JwcbD/eFwXaokOsl79tWP58uWh8/gZdRUi+iunv/sD4jKTTqfx0ksvYdKkSaHv7rzzzn7Le68wYcKEmm4w7wXuvfdew1qor6+vec6LL76If/3rX9h2220BwLAfar3k4T+IK8E5uCFjVonBzpX+8MlPfhLJZBIvvvgiurq61nt+rftHxXh938eKFSsGXFZ/aGtrwyGHHII///nPmDNnDrbYYgv8/ve/R3NzMw4//PCq+jiOg9WrVw/qHhsi/sl2HXPMMfjjH/+43vPfrTEfaN36u89A50QUF110ES6//HLsu+++eOCBB5DJZDa4fm+++SYWL16MYcOGYcKECRtczruF6667DmvXrsXvfvc7fPaznw199+Uvf7nKrr6pqQme52H16tVVL3ZqjSP7OirGa2FhYWHxzmDtei0sLN4THHTQQRg9ejSWLFmCo446ap3OGI2NjZgyZQpmz55dRX1/P9DQ0NDvd88880zVsZ6eHvzzn/9EU1OTcZmhA0B/LgJRkJb+yCOPrPdcRlKj0e+BYIcddgAgzJgoent78eKLLyKTyWCLLbYAAGy33XYAxLI1irfffhuLFi0adB3mz5+PKVOmVL0UWbZsmbHB/Kjit7/9LQDgM5/5DM4888yq/w466KDQeQDMWqn10ozpJpXgmNWaqwsXLuzXsjeKdc2VxYsXY/78+Zg4ceJ602jq6upwwgknoK+vDz/60Y/WeW6pVILneeu9/wsvvIBcLtdvOt5gQGbI73//ezz33HN46623cOyxx1alpOy6665Ys2bNu5aSsq51PGXKFDQ1NeHFF18MsQ/6w+TJk5FOp/Hiiy8il8uFvvM8b1C2t4C8jOtvf9lhhx2QzWZN+l8lOFaDGRe+FNlnn33w0EMPVaWuDBaXXXYZAGEDvRNHmncLtCCPOs/4vl9zX13XnltrHAf7rLGwsLCwGBjsixELC4v3BLFYDH/+85/xpz/9CVddddV6z//a176GbDaLL3zhCzUpwG+99daA0gFq4a233sJPfvITdHd3V32XzWZxww03AKid4/3YY4/hr3/9a+jYFVdcgY6ODpxyyikmun/kkUdi3LhxuPbaa/H0009XlVMsFvHss8+av4844giMGTMGv//976vKB8L/KG5rawOAAf8DtxJ77rknNttsMzz88MN47LHHQt9dfvnlWLNmDU488USj8zF16lSMGzcODzzwQNUP74suumiDXs6MHz8eb7zxRij6mcvl8JWvfGVA/wj8sOKtt97CE088gQkTJuCuu+7Cb37zm6r/7rrrLmQyGfz+97839PotttgCjY2NuP/++w1tHpDo8eWXX151n6lTp2LTTTfFgw8+GJpjvu/j29/+9oDH7Mgjj0RzczNmzJgRSufwfR8XXHABSqVSyM51XbjiiiswbNgwXHHFFfjxj39sXn5U4l//+hf23Xdfk4Zx0kknIR6P49prrw1pNhQKBVxwwQUAMOD7rwuHHnooWltbcdttt+HWW28FUJ1GA8ieBIiV6po1a6q+X758OWbPnj3g+65rHcfjcXzlK1/BwoUL8c1vfrPmuvj3v/9tmBupVArHHXccVq5cWfXy6Te/+Q3mzp074Hqxbm+//XbN70499VQAogdSWa/Fixfj2muvRTweXycjsBLf+973cPnll2OvvfZ6xy9Fenp68I1vfAM333wzNtlkkw+ERgkAw3aqXIsAcPXVV+Pf//531fnsu0svvRR9fX3m+PLly82zqRK77LILdt11V9xxxx246667qr73PK+KlWJhYWFhsX7YVBoLC4v3DDvvvDN23nnnAZ37pS99CbNmzcItt9yC5557DtOmTcOoUaOwYsUKvP7663jhhRdw++23bxBVurOzE2effTbOP/98TJ06FVtvvTUymQyWLFmChx56CGvWrMFOO+2Es88+u+raww47DIcffjiOPfZYTJgwAbNmzcITTzyBzTbbDJdeeqk5L5VK4Y9//CMOPvhg7LPPPth///2xzTbbwHEcLFy4EM888wyGDBlihPFSqRT+8Ic/YPr06Tj44IMxffp0bLfddujq6sI///lPZLNZww7YcsstMWrUKNx5551IpVIYM2YMHMfB2WefbSj1/cF1Xdx888046KCDcMghh+Azn/kMxo8fj+effx5PPvkkNttsM1x99dXm/Fgshl/84hc44ogjsP/+++P444/HJptsgqeeegpLlizBdttth3/961+D6v+zzz4bZ599NnbYYQcce+yxKJVKePTRR+H7PrbbbjsjPvhRw0033QTf93Hqqaf2G8lubm7Gpz/9adx+++3485//jOOPPx7JZBJnn302rrzySuy444448sgj0d3djQceeAD77LOPiUgTruviV7/6FQ455BBMmzYNxx9/PEaNGoWZM2di2bJl2HbbbQc0Zk1NTfj1r3+NE088EbvuuiuOP/54DBs2DI899hheeukl7LLLLjj//PMH1PYxY8bgkUcewVFHHYVzzjkH1113HQ444ACMGDECXV1d+Pvf/45//OMfaGpqQiKRAABsttlm+MEPfoBvfOMb2HbbbXHcccehvr4eDzzwAObMmYMjjzyyKjVhQ8CXCr/85S8xY8YMjB8/HnvvvXfVedOnT8dFF12Eyy67DJtvvjmmT5+O8ePHY82aNXjjjTfwzDPP4PLLL8eUKVMGdN/1rePvf//7ePnll/HjH/8YDz30EPbee28MHz4cS5YswWuvvYZXX30Vzz//vNEVufrqq/H444/ju9/9Lp599lnssMMOmD17Nv7v//4PBx544IDYaMT++++PP/zhDzjqqKOwww47IBaL4YgjjsC2226Lz33uc7j33ntx3333Ydttt8Vhhx2G3t5e3HXXXWhvb8ePfvQjw5xbF26++WZcdtlliMfj2GWXXfDDH/6w6pz+BI1/85vf4C9/+Qt830d3dzfmzZuHp556Ct3d3dhqq61w5513Gr2TjY0vf/nLmDFjBo455hgcd9xxGDJkCGbNmoWXX34Zhx56aJUuyLRp03DSSSfh9ttvxzbbbIOjjjoK+Xwef/jDH7DrrrvigQceqBIXvuOOO7DffvvhhBNOwPXXX48dd9wRmUwGixYtwvPPP49Vq1ZVMYksLCwsLNaDjeaHY2Fh8ZFB1K53fahl10vcdddd/rRp0/zW1lY/kUj4o0eP9vfdd1//Rz/6UchKczB2vblczr/nnnv8L37xi/52223nDx061I/FYn5ra6s/depU/9prr62yvKws/89//rP/yU9+0s9kMv6QIUP80047zV+2bFnNe7399tv+Oeec40+aNMlPpVJ+U1OTP2XKFP/zn/+8//jjj1ed/8Ybb/hnnnmmP2bMGD+RSPjDhw/39913X//WW28NnTdr1ix/n3328RsbG43d8FtvveX7fmBpyb9r4V//+pd/7LHH+kOHDvUTiYQ/fvx4/5xzzgn1aSVmzpzpT5061c9kMn5bW5v/mc98xl+0aJG/9dZb+83NzaFzaX/ZnzWo53n+L37xC3+rrbby0+m0P3LkSP/MM8/0V65c6e+zzz792v/WKm9dba1V1sZCuVz2x4wZ4zuO47/55pvrPPfRRx+tsvMtl8v+JZdc4o8dO9ZPJpP+5MmT/RtuuMF/8803q+w7iaefftrfe++9Q2O2cOHCmv2yrvXz9NNP+wcffLDf0tJi7n3RRRf5PT09g+6H3t5e//rrr/f32Wcff+jQoX48HvdbWlr83Xff3b/iiiv81atXV11z3333mbmeSqX8bbbZxv/Rj37kF4vF0Hm1rIsrgXVY0D777LNmHV144YXrbMOjjz7qH3744f6wYcP8RCLhjxw50t999939yy67zF+0aJE5byB70rrWse/7fqlU8n/5y1/6e+65p9/U1OSnUil/3Lhx/vTp0/2f//znVWOwcOFC//jjj/dbWlr8uro6f6+99vKfeuqp9a7JKJYtW+Yfd9xx/tChQ33XdavaUSwW/WuuucbfZptt/FQq5Tc2Nvr77LOPf9999w2ofN8P1vW6/otaGXO9879YLOa3tLT4n/jEJ/yTTz7Zv/vuu/1CoTDgOlTWo5Zdb635sq551p8F8xNPPOHvueeefmNjo9/S0uIfcsgh/ksvvdTvuBSLRf+yyy7zN910Uz+ZTPoTJ070r7zySv+FF17wAfjnnHNO1b3b29v97373u/7WW2/tZzIZv6GhwZ80aZJ/0kkn1bT+tbCwsLBYNxzff58U6CwsLCw+RLj55ptx+umnY8aMGe8Kff+jgO7ubowYMQLbbLPNgGxxLSwsLCw2HL/5zW/whS98AT/72c/ekXOVhYWFhcX6YTVGLCwsLCxC6O3trdJjKZfLOP/889HX14ejjjpq41TMwsLC4iOI5cuXVzllLVmyBJdffjlisdiAnM4sLCwsLN4ZrMaIhYWFhUUI8+bNw9SpU3HQQQdh4sSJ6O7uxjPPPIP//ve/2GqrrYwopYWFhYXFO8fVV1+Nhx56CHvttReGDx+ORYsW4cEHH0R3dzcuueQSjB07dmNX0cLCwuIjD/tixMLCwsIihNGjR+Mzn/kMnnrqKfzlL39BqVTCuHHj8M1vfhPf+c53UF9fv7GraGFhYfGRwfTp0/Hf//4XDz30ENauXYt0Oo1tt90W//M//4OTTjppY1fPwsLC4gMBx3Hwpz/96T1jLluNEQsLCwsLCwsLCwsLCwsLi3cd7e3tOPvss43L1jHHHIMbbrgBDQ0Ngyon+mKk0vEvFoth1KhROPbYY3HVVVchlUoNup5WY8TCwsLCwsLCwsLCwsLCwmLQ2HfffXHzzTf3+/3JJ5+M//znP3j00Ufx4IMP4umnn8YXv/jFd+XeM2bMwLJly/DWW2/hZz/7GX73u9/h8ssv36Cy7IsRCwsLCwsLCwsLCwsLCwuLdxWzZ8/GX/7yF/zmN7/BrrvuiqlTp+LGG2/EnXfeiaVLl/Z73bx587D33nsjnU7jE5/4BB599NGa57W0tGDkyJEYO3YsDjvsMBx55JF4+eWXN6iuVmNkgPA8D0uXLkVjY2OItmNhYWFhYWFhYWFhYWHxwYbv++ju7saoUaPguh89fkAul0OhUNiga33fr/o3biqV2qCUlEo8//zzaGlpwc4772yOTZs2Da7r4oUXXsCnP/3pqms8z8PRRx+NESNG4IUXXkBnZye+/vWvr/dec+fOxcyZM3HaaadtUF3ti5EBYunSpVYV3MLCwsLCwsLCwsLC4kOMxYsXY8yYMRu7Gu8qcrkcNt10NJYvb9+g6xsaGtDT0xM6dvHFF+OSSy55R/Vavnw5hg8fHjoWj8fR1taG5cuX17zmsccew+uvv46//vWvGDVqFADgyiuvxMEHH1x17oknnohYLIZSqYR8Po/DDjsMF1544QbV1b4YGSAaGxv1/1wAljFiYWFhYWHRPxiJ8zZqLSwsPmg4uOVcAEBTQn6C/6e4BADw747b31G58VgrACCVaAYAOE4MAOD7ZQCAp58AkC92yjGv6x3d08LiwwcfgFfx77qPDgqFApYvb8eChX9AU1PdoK7t6spiwvjjsHjxYjQ1NZnj/bFFrrzySlx55ZXm776+PsyaNQtnnXWWOfbf//4X48aNG2QrBLNnz8bYsWPNSxEA2H333Wuee91112HatGkol8t44403cN555+Fzn/sc7rzzzkHf174YGSACapED+2Lk/YGj/exDjJMcR6ZrJiWLpC45FADgOgkAQMnLAgD6Cmvl73I2dB1RKK581+oYj7cAALxyr3z6xQFdV5eWjaI+GX6D6vklAEBBy+OPl2JJ3v76+j1R2bbodxsbHBc4Yaqi7wUUP46txQcDrpvSzwwAoFzmj2YZww/aHPuoIBaTHyFNGWEllnSNxHR9x2MyHtnCavnMLXq/q7heJBOylw2pnwQAiDtpAEDek+hTX1H2MEf3g1K5D8AHsy0WFu8GuK7r05sAAIYmZW3sOlSON8Tl+dfYuRkAoNc5FACQ8+W5v6Z3HgCg7MnvAe6/vvmdIWuppX4LAMBm8T0AABPj8tuopKaTHaW81KfiWbw2I3v7Qu8VuWdJ7tmTfQMAkEpJnT1P7um6sheVyzkAwW8SC4sPKz7KsghNDWk0NWQGd5EnQYympqbQi5H+8OUvfxnHHXec+fvkk0/GMcccg6OPPtoc40uNkSNHYuXK8L+9SqUS2tvbMXLkyMHVswZGjhyJzTffHACwxRZboLu7GyeeeCIuv/xyc3ygsC9GLCwsLCwsLCwsLCwsLCw+7PA886JjUNcMAm1tbWhrazN/ZzIZDB8+vOaLiN133x0dHR146aWXsNNOOwEAZs6cCc/zsOuuu9Ysf8qUKVi8eDGWLVuGTTaRF7WzZs0aUN1iMWHL9fX1DapNgH0xYmFhYWFhYWFhYWFhYWHx4cf78GJkMJgyZQqmT5+OL3zhC/jFL36BYrGIs846CyeccEIoVaYS06ZNw+TJk3Hqqafihz/8Ibq6uvCd73yn5rkdHR1Yvnw5PM/DvHnzcOmll2Ly5MmYMmXKoOtqX4x8ANCkNEhXaZHZwhoAQKncLScY+qRSGmOSNxZz6ytKkQnNVIxyWcVzNKf03U5ZiMXk3vGY5OgxpzWpx31f6pMrdYT+rvz/QklSXhxNuXC0/Y2Z0QCCVIyyl9fz5PumuCyi0Z5StvW6rrj0V0d8BQCg15N+ZL86hkYq1+U1TaC7T/J7S+XquhJMWWHOLvScBqWbxjQFIaEpCCy7J7dM2yBvLRNx6Sem0LTFJ8j5vtS94Pdp2+V+TM2JuUmto6QH+Tre4X7N66dc40Dq6ui1TGFhmeyPaHtjZgxlLnmR/o+C16eSQodrTMv4pF2h4pVRDPVJqSKVhmNbZuqA1pV/F5XeyzkSc9P6vdB5Oc+ZdpVIDJF7aD95uoYcvS6gIIf7jylRLK9WykiQtlTd9/I951kqdC+mp9SnReSLc4Rro1iSe3qmv2UOcG2RLs39gN8TtVKWeG/Wkf0Dk3Mebh/LiN4zrmOa0DlRKHWHyvV8nVOa+hWPt+r1nrZN2phMDA1dVyxJSgip5lJHbafuC/3tWZyfQVulLdwP47o/cn8pa904fq4bzrtNxpv0uoy2SfqOFHKOq1fRZ6b9Ok+5dyTiEj2pT42Qe2m/Mo3ErF+Oi5bdVid7EtdM1uvQ82T/jmk5zemxWq60JaF1juuc4n3KFWssFZcx7c3LvkgKvFnPfjhVMaZzwJyncyeZHKH9JGspV2jXv6U/mzPjAQCtjtSxzpdyfEfa2peScejGKilfUx9ZP+6VAODqPsB2cr2z39zofsg1YVKP9N6Rec59s6Tz0txP+9fVucX5zDnIcWV5lXuheU6bdDPdYyLPXt5joOmW/SG4N8dv3c94J7Qv1N4PWAafFeZ8nUfr+/3APY57X/Te5vcIOH4NWp/wfhw8ZxOmDD5/zO8gptZG9nw+OwqlLr1nV6QsN/J3uepeQDDnSjoHiJiuMc49ti2uzxY5Jv3JMa7XNZPS9hItCWnDkKTUoatO7tmWld8Taxw5Xp8aJm0qh/cs7k3c4zJx6YNhkN8XTUmpR74s9yn7UudExVwolmSuc29J6Lqu03U8PP0JuVaf3znVImHb1vbqszvSTxYWFh8A+L55tg/qmvcQt912G8466ywccMABcF0XxxxzDH784x/3e77ruvjTn/6EM888E7vssgsmTJiAH//4x5g+fXrVuaeffjoASY8aOXIk9t57b1x55ZWIxwf/msO+GLGwsLCwsLCwsLCwsLCw+LDD8zeAMfLOXow8+eST6/y+ra0Nt98+OIHpyZMn45lnngkd8yMvcKJ/v1PYFyMbEYx8ktFQJtvDRMfIAKg9uXkeEETG3z8xy1joL4qEkgHA6BjrXioHdWWkJWUiPRJlimskpjkuEUdGMkp+cC0ANEOi2MNj4SiMV2ZkTsrPaPS1B8rA0f5kf8c1cpxODtE2MKIcLAsyFhi1irInPI10sTcSWqaHcGQzptEYMkXKWpfVxTdCbWD/EYaB40p5FJytFXUk04h1a1SRWka6ewsifMTIfFWELcLaIDw3LODECDHLYfkJPW7YBxo9dKHj6GjbKogndRqJTWpEzbCmNGKeLSjTg/2pZRfLbqgujPKllblUpEBcWcplVM83TAZllCjjoU4j/IB85rQvK1kCCZ1vQTRex17L5rmsi4lOa1SbTJE6je7xvN7I+vZ9rbOyAcgaMIwxNxyVdZ1wBLPyntxD4rHm0DXF4iqto64ZnWeJeHhNGYZHVfRU54g+eD2yDRjpp1Cf9hXnhmFcRSLEUkfpR64VzzCcNErPeWu+D++XXGuJeJhRUtDV6RpGRDpUHs/n+PgaSeYcYiS11j6cJ4OmRnsqy3R03fJ8jhW/577BtcK142m0lt+zzillubCuQdRXysskgrzfaLQ6GxVD1naxX9LKaislWqQO2v9cW/Eo40bnTp0r56egjChH5mBMf2a4Og5xKLvAlXpw7ccq5rVhyrEfqhhOUibnJfuV8y7KNgwYeOE1ys0oGec+IfcrKgMl2t8sj0KV0h5hp3DtBHuU1I1rkcykfFH2loB9onUzrMJg7CrrGF0znPdehBFFZgXZW+kkWVxAsSTncs8na8Iw5yJMG3qYmD3NMEjKen6LftZpnQr6t65l7c9snmtH56vZM91Q+TxeuYbZ59yzTd04Rvw9ocwjw/jQOsUj+zMZevz5y32DfcD+SsZEIJ0iwZxb0TlZOW+Tjsx9/tbguq1ztExfWWl6vqvEnZjj6/dSVoMj+4WTUOZHXOpc8MiQlDZ36hzgflGK/AMhFZMbpPi8dAOxyXjJDV3bUVgYupbHR3jSD2tjwvJbVZwjdYgwbSwsLD5A+ICl0nyYUJsbb2FhYWFhYWFhYWFhYWFhYfExgGWMbEQwN7Ojd/YGXbcxwfzdwM5TkK91cj9ghKs+Hfa47iotBQC0JiTXNaN5s0VlHKzxJLKxFnJeTKOseUeiKYye0iays2+h3k8ZDhppphYGmSoFRnErNAxoTReLa2RXo4KMOpHhkNcIHHP8cwWNyPvsETd0XTQnPp0cFuoDRr0aNEe5rBHUbHF1qJxKMNedWgusS59afEbHqj+Uy+v7XsphtJB9wmhhd040W/pi7Is1WmdqGwTbTpCbrvn3Edvj/nRQCJbFKGI2V/O09aIrojlQC8yTT6vuRpS9w7qSuZPLLw1d397zLwBAp+pqsLyYMlEGa/k8GBS82hbVzNNntLpYCkduo5H6/jQdGAPty78dKpeMlJ6+9c+9ge4dxX4cgzkv84Xltb/v5/q+wWxa6wGL7q8O/cFp2hEAEI/JemBk2Fjaoj30d64geiGe9+5Vnv3CeRvVxOhvbfFp1Ngq+2keUseyo5F9vT4PtVP3RBehSofJaHVUrqnauj5RzaeBamEE2hqOfii7I8Kgiuqv9AyAiVnQvbk/RHVNAoTHcH3l9IvIvkFb+sHY0xci+kUBas8z7ulR69bCeraw6G8YjktB+3kwazKX1zUR2W8HCjMnFP31Fxm+5lll+qqWthOZSXJufWYCAGBkemu5h25G2bK226ttG1rSfud6ILuq3hXWYW9M6tpXljWVc2Qd5MvK2DHzXO9TDuZxl6PPG8PGpLZKeKGXdOcs+KoJpM8v17H/fLCw+MDCMkY2GHZns7CwsLCwsLCwsLCwsLD4sMO+GNlg2BcjFu8qos4kRHcuiOYE+cwS1WD+9oj4lgCAVk8i8Wt9iZzlINFTqqIzvzmvEfdyRIuFn/mIgwaj3Ywd9+TDUV3qiawr2stoHqNMPZGcdbImAh2VUaF7l02kPaqQL2C+fkEjal15YV8wj5lMEZZTiz3kmZzssKvEYMGxbFI3FbIH6KaSVicXjkdX32Ktk9Qxod8HbiCai13B/oi6zURz/5nXXVAGTjWb4v3byMns4Fh29i0AENQ5mvtf5fygMDo1+n1Z5917qQ8UjYCbiLlRx2F/qyaOfnplOuUELidSVw15+mGNguD790vraP2gI040c7Q/l5+NgayyuhJp1SShDhJdZzTfv+DK2urLLX7P6sIoN90+gvktdeqPrUJdhQZl+HEKFDWKnVTtkaKrLBjdn8gUqcWUquUOVXm8v+/7g5mXug4CRl+0/A/PD0QyGTiP34u6v1uOOv1hY+4XvHfQj/w9EZ5bHn8/OHyeks3YP72F/UUNtlxKfsMsN6QMddQrSB1SkH23XdmxeeOSJvssGSMJ1SLh74UW1WUb4cj31BYxbSxJ+fWJYA8cUhZNlje9MPu0VO7Umqk2k9YxDSm7R9mHRdXKsbCw+ADC34AXIx+i5957CftixMLCwsLCwsLCwsLCwsLiQw7H9+AM8kXHYM//qMK+GLF4V8H83N6IS0XA1ggU7KNuKUs1UtOuTIOCsiP6CpI/y0h8ORLhDRgo9XpPYR/kGdnsJ8r1TrRaGGUyuh2ad8scY0bv+tZ7D2lzVsvJruvUASLK0NjQdpI50xNxdCCzplAkg0edSUzEkud1aH2Yk10dWfP0nMHFfQO8n5Hd/jUC1oNI5HGwUe53A2SG0OXERMzJuNF5W1SngoK3Si+MajxwLYXZF06ElPRBiLhnUsJ0akyPBgDEyOjR/qczR2d2HoD+xyVmNIcC5o+JEms71xdJ55qM6z6RUseXcoSJQ9AdpYqJo38nEsP0etUJiES5yfYCgKS6dXhmjNXhIqJlwTq2NAhzrykeZv1Ri2ANtXRUu4l7YUqj1a6vujU87oddlMg2otuIQ5YSAjespDqq0GnEMxo2q7QNYU2LuD4z2K/5YofcY4BsrHfCiEgZzSFh2JR0TLOqedHf/kvGWGP9ZClHHWEIMtL60xzh/G7NTAQQ9Gt3XjRb+vT5t679P5kYHqp71rhxKfNR13mptLbm9UNVG4fuStS1ykZ0pQjOz5iuA65NugBlc2+HzlsX2H9J1eHibwzPI8ui9h7kal1b6jcPHe/MvhkqF/rJtUa3GvN7g9pkFf3bl5c+T6izE/uVjM+0I+1O61YS122UNc06ygQFtUpkTNmv5hkck7ay3wyDJC51bk3pGiRry5MbNVQwRnJlqX9LWdgmgbOT9E/Ml/1gKKTOMU8qvdKfq92jjdgIzzMLC4v1wKbSbDCsK42FhYWFhYWFhYWFhYWFhcXHFpYxYjEoUF2dkbyc5s6aaE0kekBHFKNxgCC3n8hoxCepWiPMo2VefTLdECqjVyNozNslqIXREJMoWE9KmChrul/Vug0+GpiIt0kdUxI18jwpI62RyaZYOKraVZYoISM8ZFWUDZuCEXvVZngPcqsbMptKHTVq1a2Ry4Gq9qdT0qaWtLgCMZraV5IoYEnHnhFRRseSKRlHutBwnI22iOKDoOmwPjhGA6ay7mTGSKQ7cNRRJsK75BYV1YThHOE4wLgr9Z/b7kQcA9Y3992I1o2jUcN0UuY/mQ1RrRc3wmwwriHaBlej4HSxea80CmqBDjn8HCiieizUFngnazVgUdV28eC+mnZkLeV9jXrrnONemNVyqAMQuGCEIz2VOklRzSQnohlCNhHbt7ZHXNK6YqJjwvUanfeGJmTYR7Kn0cWC2iIFdanxHK2jfsTM3ClpccFaKyhDIacaS9G+j7oekc21oayu6LyM6gOti8HA/h2sExHr3tU7Z1DXERs6vyuxPucaMjviyuAhc4R1X931cuh8J6KdZcapSq9Dng1d2Tfk7w3YF1iHwfY753N792sDOn8w7j7GXaeobCjtj1Z9JtOhqVXJUUOTshi6UjLPEl3Sb82qs5aPqRNaTPcFulXpWqTDHnXYSl7tPYruNJWR0IQea/Rlj+9KyCef3xlfmHJtSa2sktvoFtiT2LB5b2Fh8T7A8wPK2GCusbAvRiwsLCwsLCwsLCwsLCwsPvSwqTQbDPtixGJAMDncyhZghLkuKZEN5iJHGSNEKJfekQhEIi5aI45G5do1chZEQRlJVM0MjSgObZgCANghfhAAoKQhyDedVwAAi7v/FqrT+JZPSRv0+hX5/2r56l5TpIaJ5usqA0LaJznCdTH5LPhyDvUKChrZZX8MiUu+dyEmeeedcYm6dvS+oXXSSKTmJzuRbLaYRurp1EBnCNa1WBK2zCbNUwEASSdjrl2dE62EbtVMCPNyArQ2bAUgcJVhTnpvbkHoPOb1e6qnwNx5RvdirkSU4qrpUipr3+jfnnHsUYcTvzfcBwgikTyXmi0By4TsiDDLpD9WxTtFtNy40ZcIxsAz0ToyNmozN1gW569xcgkKBAC41NyJMBOqmAuGbbT+dqwvR59l16XHAQjWdaGkmhWR6znGRc5bT9rCOcDyoroyZIH56mhAfZp3i13zXsAwF8hwoPvEOphOUQbDYEGNBoIOL0V1pYjHhbFWpwy2Xke1GPrRKFkXonODrBSOIec51yIZJdQe8CMuYAT3C7pYeP04RnG/N65WOgf7lI0EACXVfwmuiYfq/l67mATuNR9v/QQyO8rr6e+AEbp+Nluo/PeAQfZO12IU1YzHdTD1dH/kuuR+R6Qge31Bl0ZRq8hALdcMfxfUOfJ8LPiqKaIqZHFdi6WE/FZphuwPmbgbKq+o90mqS0264hd/vKjHPCmrSX+zFNPKPnFk7neXlJWia6HebwEQOA+SMRLdPywsLDYi7IuRDYZ9MWJhYWFhYWFhYWFhYWFh8WGH7w/efte3qTSAfTFiYWFhYWFhYWFhYWFhYfHhh2WMbDA26ouRcrmMSy65BL///e+xfPlyjBo1Cqeddhq++93vwlFhqHvvvRe/+MUv8NJLL6G9vR2vvPIKtt9++1A58+fPxze/+U08++yzyOfzmD59Om688UaMGCFikAsWLMBll12GmTNnmvt89rOfxXe+8x0kk8lotSxqgKkMtLQjUprqEY8ptVPTKTIq5NWQEnpmvaaiAAE1u6csYmZFpdW7SpcuRSjrcRVwzCSEVhp3hNbv+ELd5CTmcVo2lsq5UDm0tGtIyLwoekJLTWq6BAVTa1FBSXFlCg1FEpkewRQb0shLml7BttalNgmVl9IUA1pW5iKU26bMuFDd8rTzLagNsqYqsM1A0OdNauPIa2iHTOvkREzSGhKO0HobtW4UlGXaUAxyD44Tx9Z1pQ7NWkdai9K2MF9iOkyL3le+zxthviB9yI2IhJY1rYSg1WiUpss5U9YxjsXSoe95Pr/n34m4tJ2pXQntX/ZzSsUGiUqqd8Kt03vImPeWVoXKphBeFLRBpD0sx4EwVq5JWrAWQuUxfSCZaAp9XyiGLTQrKd8ZLStqKRmd21wjwaesCfZTkuKpeh3T2WJx6S9aWHJd5HX8XJM+5IXKpw1rTAWXCxUpE4GlbTrUTo4hU92Y3sQ0nUQsnIZCO968EYaW/mfaT1LbRiS1LVyr9Zq2ki2LCCHHL1YxV7nfMQWmyZU1RMp7Z0lS6DifWCfuD5xL3IPqXFlzQ/3RWr70c6+j9qmRtJTmOk3Z09SnuBECdrWtYfo/AORoYav9Wp8SkWqKXbMuZZPGI/3ONdCc0rQrteUtaltpLdqKUdpGCj1qXXQfoSU0LUsbXennVXEVbS0H+348Mo+Yssl5mIm1SPt13w32UWljsaR7u44191uuc44H93yCdeD4cg6xnHiNfuW50XRSY0esY8J5xbHMFleF/jb7K9eB3svsn7pWuE/zfj15SWUwQr1ueP1UpsUxNZT9yOcOUz6Yyhnt/+izgWPPNMySlwuVy0/uD7QiZhoVU8SK2ma/n7SrynZyDLmm2H89WgffpHjq2tQxY/+ZvTCSLsjx4R6V0LZH+7kcSSFj3Rt0LwOClFojHK/P2LQvdWnw9beMOt02J6Ss5qTcIwO5rqy/K/ibpQ5q5czsykhaZg7SplxZIr5J1wndJ+8xHTO4hqlGBSev7ZP+y8RljJs8XacpprHJdctRO5XOptBYWHyAYMVXNxgb1a73Bz/4AX7+85/jJz/5CWbPno0f/OAH+N///V/ceOON5pze3l5MnToVP/jBD2qW0dvbiwMPPBCO42DmzJl47rnnUCgUcPjhh8PTt1+vv/46PM/DL3/5S/znP//Bddddh1/84hf49re//b6008LCwsLCwsLCwsLCwsLC4oOJjcoY+dvf/oYjjzwShx56KABgwoQJuOOOO/D3v//dnPO5z30OgLA+auG5557DggUL8Morr6CpSd5w33LLLWhtbcXMmTMxbdo0TJ8+HdOnTzfXTJw4EXPmzMHPf/5zXHPNNe9R6z7caKybBCCIsvTmJTozomEb+fQlYplzJHK0rPQf+bsgUWw3KVOL1rmVEQ5aUTJiw6h9gyqD9YSJHsbqboyzNQCgqL5xr3lPAgCyagnMCOiw9BZSTlkjSsp40IAw6ly1HnTCkWZGf8m0AIIoMhkaRbXrzUEibGRdFNRGr9Nl9E7ay4gbo9pRRkNdQqKIFCKkFXE0smmiXMoiWJt7S8uJIYp4MhVqD1kXBKN1jGgyAsfIsYnwKlI8nh6rdSrqp0aayvlQHV03EWorLY4De9DgfWwg0KpMGIrX+WGGDlkqbH+ZFrlajhs5z7BYeJ5GTxk9ZGSP/Wyisjr2tUQBi8pYYOSWUdL65HC9N+uSCJXBdjMKyzZGGU2sS4nWuTq0ZMfw/ECUWO9D++uKaHbMqb21B2yUgpYRtm4NotVhBk6hFJbypXAyvy/5hVAbEobp1B26b9ncNyzWWFkWYdhEyiBxI3OjUArvI6Yuynope1GBV0Z6s6Hyi+WYlqOizzqrsmpbWdT7JCqYJuRp8ZpuhMuIOWEWVdAoOU52BkVWs57cqz0m5ZB5YhhpEVadYfDoWuP8rTVvoxF3zmPuD4Z9FpN9kUyPnKuMM92TCJ5f1n0irlHuhB9mQhUjosT1frNep9bFuo9zrXL/rkRg/6yMMUSj1OHIOfshkVTWANd3xI6a/cQ9MK0ilnzecQ2zfO7fFL2sZGEYloQRq+b+WArVnWVyxvN7s8dFnhWG6aBzyYsVa/YF9xPWiZ+GyeL0H//iOvdctodl0kq5HGpTtM3cA7kvk+1l9pNI7C06Xpy/UaZOrf3L7E3aH2av132VY80xjLKmON/JhCrpumb/mX1ar+PzkGswX+wO1TV4Rgd9w//3HNqZK9vErBFpL216WxJyXntc1n1e2Vd9+ruK6HE6pO66b7APomObVpFVdf+FQwtu1WiulBAoKLuEIqt93tpQG9bEVAxZl3Fe7bfLLudZbeFcK8JqYfEBgE2l2WBsVMbIHnvsgccffxxz584FALz66qt49tlncfDBBw+4jHw+D8dxkEoFD8F0Og3XdfHss8/2e11nZyfa2to2vPIWFhYWFhYWFhYWFhYWFh8U+F7wcmSg/9mXmQA2MmPkW9/6Frq6urDlllsiFouhXC7jiiuuwMknnzzgMnbbbTfU19fjggsuwJVXXgnf9/Gtb30L5XIZy5Ytq3nNG2+8gRtvvHGdbJF8Po98Poh4dXV19XvuRwmJePhlUcFEq4Uh0Z6bL3+nJOrCvHVauQ6pn6R/S9/1aiS0MnLEiGU0KkVWCsFo9ure2QCAte5ber7axqUkt5eRs7QrEdEGSD56zpEx6yms0DppPnOEtcG60y6yktHAc7KuRE1TEc0LrqCm2KhQXdjurEZbmfPu+YzYS/+4hsEQjlqtzK/Q83oQBvOhO1EF5nWr3TCZHmxvQqN5LfHxcp5aqHZD2p3Xe+XKEjnKaX591LqV5aU0ysoIWiFisVky1q0aPTRWxNVWra6xK2WOujJzCrXf3UYtR0slqbOjEVBje6xjTo2cwFqQW184J54wVrtuoOHCOhk7SGpZqIYL2TteRFuArCPD9KDGCO+p53UW1+jfygpg3v56rTKV9VExb5l371FbpB+rYHNtxC42p9oLvJ51Sqt2CaPfZLNQ74T9zO95XdRuuaDBxlRypDnGaHM297bWUevs0C6W9t66BnR+FWoHLqtQGKCFaLYfu89yBZMsl19a89r1zav+kEwoW0IldgLGQpiFQE2MnI4vDBtJ9qVSmcyy/q2FYxrpjrKyuGeTBZAw58k4dOVlXNaU54aup25FIiWVb/LkGVLWSHTWl7lRdJWh5st5PVgdKqdy/kbZF2x3XtfImvXYPZu1x37UPT46ptx3srlF6yzv3UCX2tG/W9jQuRa6Vsc22i+FCEuIaMdr6yy3v7UYaDzJ3Ajs2eWZE93PK/WSomPnmt8N3I+VZUU9nsg6D/byMKOJ10erzLXdgdm1G8PzdG7FYo1V31HzimxC/k6IqQ4PkffU5lyHbojqIOXJJHO69W99NnuyBzXEZB9uiMv+WafaJTHV5usoSF8ldEk1JVT3p8KN3tN+ayqoDpIrLGBqBjXrOi464R5y/dqMEKeK5WP/kWVhsbHgeB6cQTJABnv+RxUblTHyhz/8Abfddhtuv/12vPzyy7jllltwzTXX4JZbbhlwGcOGDcPdd9+NBx54AA0NDWhubkZHRwd23HFHQ2OsxJIlSzB9+nR85jOfwRe+8IV+y73qqqvQ3Nxs/hs7duwGtdHCwsLCwsLCwsLCwsLC4j2H72/YfxYblzFy/vnn41vf+hZOOOEEAMA222yDhQsX4qqrrsKpp5464HIOPPBAzJ8/H6tXr0Y8HkdLSwtGjhyJiRMnhs5bunQp9ttvP+yxxx741a9+tc4yL7zwQpx33nnm766uro/0yxETodS3/DnNr49qAfT2LQh9GhV2ZSkECu9hdkYl66Bs8pLz+hmObo5s3h1A4NywOjtH66TRfo0AldSlhjnCS7ueBwAsoVYAI6LUboiT4RDWGCCrgEyGWjnZBS2rLxJ0DtgQVMCXSFGhuLKqjFpYV2RXyo9G9kqhvyujNIyoUfuj4EtEiEyRoC2qzaCRoGxJtRTIqlCmCKOGCdU/GVr/iXA5yjCJjjUj6wFrgA4x/Ud5+++Hgb3BZtv9CEOkPxh9jn7Oi5YX/i56IOweYw5HtAfM8ShzIVKgE2V3rAe+ib4GOiCm/kbDRdrrGJ0OzRMnc0mr6Mbo0KIRd42osx9yyr6KagVE227yz/vJQzfnaTQYADydy/VpcT+h24PRWNB+7NP52psP68dUs6tYt8FFQdbH0FnntZF+GCio2UIEOhV02pA+UIMI9Cl7w1f9nnWxYbhfElyH3MMTibBTCV186FTilal3EmVbSJ06s8LmGJqarPfTPVEjy3SxYVtWlGU/N+wX/SQDCAj21YbMZtpuMmK0LmbNlUNtdIxGiLIKyKagLkVEU4eIaR/w2cTnXaBtVAj3USlwhHon8+WdYEPn2ju9dsPup88Gsz/T2YR6SeHnXJT1UYnod2Z/Xc8wGCZfP4ywKNZ3ntlD/XzVMbbH6PmoFhnrmvfIOpRPlQZBUdtf76umjbI6qOvhxqjdQs0cWVNJda/JlaX8Ia5cR3eagrpNlCu2bWqMEEWHvxuyWsYEAMAmGVlTXUprmV+kvlH4nw/cD7hfWFhYbERYjZENxkZ9MZLNZqtYHbFYzLjJDBZDh0oKxcyZM7Fy5UocccQR5rslS5Zgv/32w0477YQZM2bUZJNUIpVKhXRLLCwsLCwsLCwsLCwsLCwsPnrYqC9GDj/8cFxxxRUYN24cttpqK7zyyiu49tprccYZZ5hz2tvbsWjRIixdKnmfc+ZItGnkyJEYOVLyK2fMmIEpU6Zg2LBheP7553HOOefg3HPPxRZbiDvJkiVLsO+++2L8+PG45pprsGpVoGXBMj5uiCsLgIrujPIxYlYsSRSPkfVEXB0LHI0uMgfcY9REImq9OUYymRfMiF7gntKfmjmxquc/ei+N1mlEJq16BKxjT/YNvUdYLyERHxo6j4wSutvUu/L9iLIwgJhD+3rxyVAbKuFF9EkIMkVSiRa9p7qfRPL418dgiIIR/kmtR0qbNCK0MC+OTVnNg66sT51qrlBDxFVthkZXc4XVBYIR2zV56b+8sgCSqh/RnJHrc6ohQkeSnqKcR00CuirQ0YEq/bmS9Am1TnIaeaa7h18ZYaNLiTJt4loGIvOREd4g0kjHF+p3qAuQsozcSL4z5xC1R8jsYdSLji8Bm6mPFQwKidRhfer7jDi6usaoA8F7UFeGUUauuUBzQaPgES2BeKxFy+mfgZPU9cpIN8tGObz2eI+k0Q4J95txzqF7ha5zsoLeqfOAqVfk/wGgp+/Nd1R2FEa3gEwesg7eh4h/lFlX0jVBRg5dqQiyY+pjymRQpljekTXEOeAaB46wM0l0HCu/ox5MVJuirU7YGWSC9anDWDwluggNqpfQ4MpnXB02un1hx7V4cpzR7l5H26hrOabrJaPuN1y7/MzV0BjhXsP+aUiEn9c51VryI23hc4cOJFF3K7oGkV3H51Mxss9H9zqy46r1FAKmjW8Yi+8NK2OgjIfo+YO5ZrB1gUMGRPT5qMwHsjYNazDqLkQHH6eqztw/if4YTP1prgSaTmRZ6rwzGk9hHaSYurTRhYrrJdjvOa5hHZvo/8sZqgGkayWte35rUupSFyeFI3wdQRcboyGiP9lzULYmneEc1QEqqtNfn/Rfk4qMGK2RZJg9BgCxrGo4KcPLMPTIMtFuLuvfZLHU6d7UFdm7yEDrT6fGwsLifYBljGwwNuqLkRtvvBEXXXQR/ud//gcrV67EqFGj8KUvfQnf+973zDn3338/Tj/9dPM3024uvvhiXHLJJQDkZcmFF16I9vZ2TJgwAd/5zndw7rnnmmseffRRvPHGG3jjjTcwZsyYUB18m1NlYWFhYWFhYWFhYWFh8WGH58t/g73GAo5v3wwMCF1dXWhubgYQA1D91v3Dgmjkcn3q8IyS1KcnhM7PqxuNR10Dh5EedeZYDytkQxDVO2FkiFGpjGoSZBLCkIjmsJPVwXz1prhEQgu+RIrWaoS6MneW0c5oHjz7kdEROmpQC4AaLVEWQLQt/UXcWX5DnejkJLSNHVmpY6VDBpFMCBNmdMMuUrZGTbtLK0L3zBYkkkOHB2oO8J4p7Ufm80ddaaDlsu5RZx0YRwmdWxodjyuLIaq5UXkt3XaMdgAjcCafO6KQr/3C8wwDyrA7tA4RdkVM1f851uUyHWDCrjhhpk84/Y73DKKEjP7FQn9zTQX3DLsjsK5k1PA66iQQrJvR/zCOJNUsmXKFdoecI/3EiDdZQtQUiZbB83OFMLvAM9oO+ndk/VO8692ITEfXCCPC64vEp5XhMKnuAABAi9cCAChxPBzN89ec+gVFYWF1KgONc4oMrIaEfKadJnMPsrE8nadZdaHq1SgpHa4SMYk6N6ZHAwCaYiND15WgTjAa+aUeR9RFyDgb6fGuUtgVh/M8r+yuTLLVfJfSCDjL4L2yWkeOaYvu8S2O9B81B+p8uZ7R7zUQRh0dyppSEmzY1N9W7qfR7y5ltzDqnXNl7pG5xvLXlGRPo9MGALSqeweZM13qnNVZWgwA6O5bEmr/kPottAxhrSSVtRLTuqz15bqVvf8FELC2Wus3lzZEXMXozNGnDl2dfXStqXaAGdEg7U7q2CUceRbkfRmLZb2vSnuN65T04+jmqQCARgwL9Yer49TryVxa0vl06J6cn6Ob9wAQzEuyClOQ71f4Mj5LO55GFNzrRzXvKW2AsIW4t3SqC1tnWR1asmFHuKENUwAAE/0d5N4aY+t0Zf/mmuoyWmRSN7q1DKuT69swRtus99VxXl2YZ+oafUbyGbBJZjv5LIsmUd6RefWW9xIAoL1X3JOoPUSW1ejGTwIARvqbhsrl/rDGkbnFNUYWUUoZf8NiMmfYz17F8yyrTnjtRekvPreHuXLNCE/G+vObSX8MTUlb3uiRfvm/t+XvLmUlsj/zkDo0+dKGTkd+V/RA5tQ4T/pzizr5flSdPhv0keXofhyr+Om6TB9tC3vkXku07zsgz4ZRnvz2GK57WN6T/lnry7N0ubtAruuRseY48VlCHSQLiw8efABldHZ2oqmpab1nf5jAf6t2PPMDNDVk1n9B5bU9fWjZ64KPZL8MBhuVMWJhYWFhYWFhYWFhYWFhYfEuwPM3IJXG8iQA+2LEwsLCwsLCwsLCwsLCwuLDjw2x37UJJADsi5GPHUhDrRZBq53qwTSBbG5x6PoqcEHxunUIxK0vjSR6nqHn6/nDmnYEAGzuSMpIlKI9VOmqnWmhoa5IzQ/VPafpMGvyQuGmuGhgVxnYzUVFOxvrJoXLKgillfa8dWo1mk5Kig3TJmh9mYhYBldaVFaC5XcrHTip6S0UDa2VSsNUj3oIjT4BuXc+JlRiitoyRSAVnwAA6OidE7rnYCmw/QnLGgFanQO0uHQqUkmYMlPqJz2CYqpg2ooXTuNBxDKxoKkdTLuIKf2Z85j9bWxslXLfXypZpKVaFudvPvQZTSOLpn4wPSfhtLF1Ukftj2RcqIuliN0h6ecUs2WaC/sgX+rS+wZ1D2xGVdhV1zvvxVQ6gmUVtR8KJYqrSp2N/amxj63Xz7TWWeY3zJp9FwQodd2beWQEndcNrrUVnqydDhVILvmSPlGigK+OZ29eqOOBfbh85nT8aF9duV/VsvQGKgQHdV4zlaZL988OTyj2dbo/JMwa0RQNV67L6/rmnCIln8Ko+cieFU2dKpSC1LGc1p9pUsl4+J7Z3KJQm/xUOVRGB9OrNGWupyB7HcVxWV4uRsFi+cj4YZtw7s9dkOs9tRoua3+X3ECUOefIvT2mPUWsmOMRQU5aAdNqlNmuMRWt5fdByqOuOZ0bTI1iGpyjQpTpmKyTXr2OfUWBTiBITWJKhREmp4Cs3qsUscpmnfo0/YJpO2lXU5eM8LmKZ2taZlJt6k2apy/XF/XnHFNxYpHrgWAPNimguq5L2k9xXwXMmZaj/VOfkmcq5x3nJdPRPD/cZorksg09+eWhviA4zrwf05A43wGgS9OYgmdx2FKcKTC8d0KfGbyX76nlrT4b8mpX36v3ZhqPa0SCpc5MoSnqOuBaK8T5eyOc+gQEY8pnQMIdEmqvp4uDgdmS2vbSvpcZiWWKB+uaKTsyPp3Q9GAVXzXW2DrhKa5aF/e1DVJer27D6YpcmpJGk/MULo+maFIAXffhrLZpdWwZAKCjsFC+p2itjll16q2FhYXFu48JEybg61//Or7+9a+/q+Wu27PWwsLCwsLCwsLCwsLCwsLigw+60gz2v3eIe++9FwceeCCGDBkCx3Hwz3/+s+qcXC6Hr371qxgyZAgaGhpwzDHHYMWKFe/43hMmTIDjOHAcB7FYDKNGjcKZZ56JtWvXrv/iCljGyMcUjPK7JjITjhbENNJpoqgVFquViLI/eB0jGbyuXA4imFGmSEu9CIcxYs7oaoHigCqEZ6z/NHKZ8jX6rRGhhe7rAICVEBHFnr5lWgdaLYZZGhkVDWQkta+wLqZELPRXsaTCpIxkalSF7TYRr8gKC+x7w5avFIZLJppC51Eo1jB4tB5ljThnVeRV2ieR4fnZp0LXkAFixkiFIONaR0YUyXphhD6lUUWKgkbtVI21YiQKiEgbzWGNlvle7blUC2TGRBlM6EecknPFiKca2+mIfW+EHUAwwmnqWiP6ZUQQeS5ZKyhGzosKGasNYlTAVC1wuSYN00RZANHz4xGGDuccmSRAEOUMBHS1ncoUCQRN5dqkzjPDdom8M3ddZdxQvFXFlzkO7Ef2iWH6RARomzIi6NeUlLXHKDkAdKsFdV4ZCbTVrFMxVd47V1iu34ctLtl/3GtWdr6AdaFazDmMd2I3ybLzRd3DIvPMsAj0OPc07hulCAMko/tDPCbnMXJPO2UyAYxNbanSQpRzX/qzoOs5rQKt3H8pHN2p+y/nTtzYTdNaWJlLDVtpedLf7XHZb4dBbNAbfLku62iEXdkFcWUH9Phhy2fagQNAp79E6+7qPbpD/cE9m3XuUov1LhWGpdCpYYbFyCJQhpjOlY7cAgDAGmUXGdZghN0WCCeTORWM5+re2aFra7P5qkFR1KjlLdkofB6SDcT9g/axb6soq9lvye7i8zGhFtyVDD3d1/K6hhYri2IJmSOm7nyeN2n7yQyT89u1X9v1WUtmGhk5tHDnPA7YmDJfV/S8pn93htpAge5KBmsxsodzLb2x9j4AwEJ9fkWtqqMsKvbPso7n5BPPablRkefwfhD9vdJL1pAbZl5V1o17U3NiTOgc1zBp+Qk9Lv9XH5c1mvVkzBo96ceiowxSV8a+ct8EAvFbEkKyJTJRwgyVSgmBpCvnNOjevlL7j4zTFsNM1HvofjzEE8Zphyv7BJ9TMR077hOcYxYWFhsB/ga40rwLqTS9vb2YOnUqjjvuOHzhC1+oec65556Lhx56CHfffTeam5tx1lln4eijj8Zzzz33ju9/6aWX4gtf+ALK5TLmzp2LL37xi/ja176G3/3udwMuw74YsbCwsLCwsLCwsLCwsLD4sGNDGCDvAmPkc5/7HABgwYIFNb/v7OzEb3/7W9x+++3Yf//9AQAzZszAlClTMGvWLOy22241r1u5ciXOPPNMPPbYYxg5ciQuv/zymuc1NjZi5EhJ5Rw9ejROPfVU3HHHHYNqg30x8iFGrTz3aHSD0SNGZGDsOCVCzKghr6PmA/PGGQnKad4+o4hR7YGoHSqjVHFHInWFyjxcjUqRAcKoH8HoNaPWtFZkBK07L5HJf7p/DV0XsAo0Cq7Mh1FJsfWjdeNqX3LjmcdfMpH5kdq2ykh/WAciZvL0hRkT7T9+36tRb+odMFJJ7ZHATlbundK8cdbZMEm0f+s0V9nkjWvU1U0G/doJidB0FyTyXtDIeUNGrBgZ6c1r1I8RcepRkEFTlxTbX0be8hoBMpauLrUzvFCdE6buzHGX8xgVZ756zgsiqtQXKCobgJE1MnKY205wrHgd61CfGq51Vk0cZRs5xlaV2hipUJ05xwINjnDkvlChbZCroTUh99Bcd1r+6vzhWNM+2tTZ2PGGWRjRyKUXsQaNtoH9m4kPqaorv/N1LTFf3rBO1Lo6rZ9Ga8AP9yv7qaxtyqouBK2v2eaYYR81oBZYZ7YpW15TdU5G10Bco9PUOWG/0OLTrROmAllCSd1j+nwZH0ZTuQZZDqPeCZ3H3ONYDutY8rKh47T9rmTkBBFw6VdGyOvjMl/Zj+WIJpPjhJlnvFc6plFatcodkpwgbcDaUBu57jMZOb/Pk+/Zn7TmjTuBvgftXKmtQJtdM8Y6lnWufDbHZR+gBTH3yeg+zXk3RPfANk/2zyGQOdenuhVr3BWhPmFEus5V/Y6ktKFcwbgq+uExyOv8SlVoewCBLkKHvyh8XOd/Qsc4rvs3n2cE96Zkgpo5fJ4NCX2filP3QzSkyhWMkRjXDhlLEYYX12LA8slq3cJrJbp/sA3UhOKzmewtsmi470ZZNXxulisYZtzjyURkXYvl8POb7IyUzuuG5PBQm4x2iLJ8aE/PNmS5B+ozpykj9+U+Y9iMuraC/Vp1srTNAOCkx0TqpmwsbW8swh5imWyDq2PHucDzA3ZgOVReY3KT0P1owZ2KsOo4l/g8BKrnZ8qRa1KerMeiromYI5HZdEz6MxOTv/tKYWbJEGrg6N9LPFo263NLWVgt2q/UEGlQjZGUBoDzZUfrF0SE01rtYpTBq/bmLRk5oVCmIIqer23h85y6Un5Eg2ug9uoWFhbvAd7Bi5GurjDrMZVKIZVK1bpi0HjppZdQLBYxbdo0c2zLLbfEuHHj8Pzzz/f7YuS0007D0qVL8cQTTyCRSOBrX/saVq5cuc57LVmyBA888AB23XXXQdXRaoxYWFhYWFhYWFhYWFhYWHzY4fkb9h+AsWPHorm52fx31VVXvWvVWr58OZLJJFpaWkLHR4wYgeXLa6ffzZ07Fw8//DB+/etfY7fddsNOO+2E3/72t+jrqzZ+uOCCC9DQ0IBMJoMxY8bAcRxce+21g6qjZYx8gGE0HPTNe5DvLNGzyqgKIzl9mn/Mt/ZuRFuB0aq6CHMhqznZjDJRQ4BMEOPyQZ2POHOPmZssEc1AD0GjBHpdU2ZsVfvIEmA0mxF1RqlNtNqjGn0kmh+JcjHyQ6cBJ6Z6H1B2BbUYNJrqu8o2iGv+uUZpGeUBgLwfVrInGEmkAn7KkXs2QSLGiYSMVdaR67shETFGb8tJdSTwdbw0MtroSmQu7StjR6MwSdVT6YMq5OvxtB/U1XOGaTvoTiARsU08aVeTtrtHo0xZR+bCGuft0L0aoI46WqcOV/L961NDtS6ZUB2aPYkA06Eg78gciuv2ko1LH9RpXROVmiT6arYzuSZUdiriaMEyGVXmmEadAep8jbClZO0kfOmDPr2+1+nUvlIHA5+MHLmu6AgjxVVXikQs0GroincAAFaVJa++ISZjRdYJ+4MR8bRqLLDMorpu0GGg21Mno5j0dxOGh9re6UqksrMk/W/YQjrn4toHGcicKsYrXD1Uv4FOLA06F9Iapfc0+szz3Mg78rRGPpsxMtRfuYwwGsiEMI4YynxgFNFEhiPaPFxHXKtpJ3DHycS4NqR/ej1pP8d8mC/R+jrt15iWndE9Zq06NfTEZL51ZpQhpUwaRopZJ65F9muD3yLn0+VK57OfGC994Q01dTWOILqGYjrXMzp/8y7XmNSlqOPAucH+zsbY/zp/vUati6z/Bofsi75Q+a2e6ipA9IKy8fBe6FXoHrSW5Z50uqhPh11NuJYSusfw3j2ORM67azA6AKDFk/k6THUQ+LxKaDS7r1zSusp5MT8WantGXbM8nfdr3Q5Tdt5he5XVo3t5iowZvTahz69VqUnaBhnLuHFNKYT6I8VniI4XI/jUcMho+SV9NtCZIxhvGcfV7jJT10a/LVR2n9a9oGOWhuqTJJQlqGupx5H2ci1xHqZ0fnOM6boSNzpK8uN1WXJB6Lq4tj2JjNY17PhSWaZhIMTEWSTnyb5Y7w7Ve9CpJKbXyfEU+13da1bpvt2tnyVEWEG659eZvVDa2qVt123JsEG5b4xwNjN1Tnv6vHfo/iX92J5SDTGdl0N1fyjGw2PeA322RFhXdG2LaVu6E2tDbU3rPpxL5kLnZWPSr3mEWY4AUO/LWuAen/K4tqSh9UZnSs4v+2GtkRh1ZnR86BhT1M+emDpM6fOJz8uOsvTN2rzcpzHyy76gN+T9AKC7qG4zdIdypc6LXdHbKfXJGDRpv5UjzJKk/uYh8zfKoqMzl4WFxUaA7wWZAoO5BsDixYvR1BSw32qxRW677TZ86UtfMn8//PDD2GuvvTasruvB7NmzEY/HsdNOO5ljW265ZdXLFQA4//zzcdppp8H3fSxevBjf/va3ceihh+Lpp59GLBarOr8W7IsRCwsLCwsLCwsLCwsLC4uPMZqamkIvRmrhiCOOCKWojB49ekBljxw5EoVCAR0dHaEXGytWrDDaIO8EQ4cOxeabbw4AmDRpEq6//nrsvvvueOKJJ0LpO+uCfTHyAQYV5GFyjpkHLZGMfEVOMZkantFgoKYAXToiudWqfeEqK8OcRxV5+KHz+SaxaJxdVDsj1hg6jSwW5t2yjpXsjkA7RO6VNHngEpnoLazQtoRzeP1IjjY1HOpUlb7VFVbKJt5o7RNpw2pH2BrtqsFBDQJGNgouI8rqlqDsjmi95RzqZkjd40llLmhOPB1xyEphJL27INEt5jUzX5kwbh+uRJCNq42CrBqjuB/Rgqj8/7akRHqG+5KbndMI5kplfjBqz1zpjlw4P787tlTvIf3fl1e2S4RlRLD/86rl0KvnF0sS8afrTdw4QwRvn8kGyqluTFOdbGjU5WD/Uy+CWi/8nm3gPItqk9B5h3PJ6E5oTrthLiRHhdpEPYnKtrKuzKNvL88N1cnktEf0DTi2bHc86uKjoE4Cxz6X79DyEqG6FEvqBsCcbl1PlbnuBNsdZXJR04a6BVzX0bFtjy8I/c26F8tklq3bBo19Ql0PamzkVa+FDDWpC/VLhtRsX29c5hMdd6pdKKQsajcUisqaKXfovekipM47ut4TqoMQOJ0kQ+Xzc4XuldKetF6jeg86T3v66FjB+cMx8UJ1CxyNpP/rkqqlowGNbtUWKRitDe0DV05ghN9ExXXP5FrlWpN7BvUGAsZGoKcRZuQVI65HnI88nitI3ZZoP1FfZafYQXJvjWavcSVSn3N69L5R9lB3uA2lgEZLPR/qHXGd8zjvyT2P/d+amiB10LHtVe0VjmFUM4fl9hXaQ33ANkf34a6c7KHcA6QOYU2h/lxNONaBS1oudB4dXbyIPod5hpa41qiJI/1PtgXXFu9D96FEPJgLb0YiiNTf4XzJJunm44Xu/YYySNNJ2XfZj7mcjEexrM9Q/W1CvaCo7hfnfU7LYx2jbV9Z/pepY1QbiL8bSmbPkjW2Oj4v1DbuH2S/Jui0R/eViH5Vtk/avjQW1qWJakpxHUT1qgBgta4tMufIsuJvkzp9Jhc81aXyhMFBJkdBc/zL+vsroeX1KDuF+4HRHvOVLajMp7JP7RIpj08autT0lYPfdbmSOtbovbLo1Hvobw2y2vS3Ro/+TiJTprOkTNOIfhVR9RvSwsLi/UNFasygrhkgGhsb0djYuP4TI9hpp52QSCTw+OOP45hjjgEAzJkzB4sWLcLuu+9e85ott9wSpVIJL730Ej75yU+aazo6OtZ7P7JEaqXd9Af7YsTCwsLCwsLCwsLCwsLC4sOOjeRK097ejkWLFmHpUgmwzpkzB4AwRUaOHInm5maceeaZOO+889DW1oampiacffbZ2H333fsVXt1iiy0wffp0fOlLX8LPf/5zxONxfP3rX0cmk6k6t7u7G8uXLzepNP/v//0/DBs2DHvssceA22BfjHwAwCgKItFFz7hYaH4onWFKHXJ6RWQq+rZ+fTDK6lqWqQvzRSNRw+h7RN9cTwV4jWzkqVqvzAqtMyPzerFco5Egw57Q5jDK3ZeXiEQqKfSqcQ3yNpE52YxYUFOEmgspOpHo7RIIR+gZIaUSfkNacukZ5THjASDtSkRmbX4BAKDgSQStLSPMhk/4OwMA8hoZYn4unVeoaM/otXFd0QhnsRTWLmFEmcwfgg4yjI7VpyWfmm4JUjfNKVe2SszTPHrN6yZThO4QboS5wzGk20RfSfPGNVLZrWNNJBMSzWUE2fM1kheZU6UymT4a6feq39xSn6Cjd7Z86vGYicbJmBZ1HuU0wst5FqwFdano+a8WTJ0eujMpc0LLMdo8Otfo4hSPjQt9L/UOs7I8ZQNxrXCd+oZpI9dx/gaR4tpvrvl9TnVnWE5Mo6nGGYmOT27Y4aFUMWe4pgInDK2jcdDp03bScSgdai+PxwxDSerS1adsFeOQQ2epdKguAYNN26ROEUF0kftBNeOJDIeWpM5xzWXvpUuKG3arMewAXSPZPBlndNDiPcJj7mtkNF8YWCShMr7P+dp/VDTMEuBYch33h3Ra1jPXKD+TjvQz9761fW9JnfJLa5ZTrFirnIeuccaSSDkZeFH2mmELKDsjBzoIcY0pS0PZBmQL9DRIf3uqCZGLhfebKBiZXpOVPbOSPeQ6Msd78su1TO4tnaF7c97x+5UlWffci8pl7q/R5yOZDPqsMO40ondSVr2ebn3GGP0EsjYq3IU4F3K6/Dj36b7WH6KuHYWwhEu/Y2vmnkemFOevariwXG1zrhBmplTWjWVxz6aLGl3rjFOW3qNP11bBMKLopKU6FdrNZPAYrTI60ZH9FmVEFpWlaVgvFQzXeEvoGOd2FUMh8j0RbSNRKK7khfKha7lg9tXw/kpWDZkq/D0WuhfdfJLCnM2oY1Mxoc9c3S5aVEcpHSOLSI4b9oaumbSuAz6rqWFGjZESXW507JuTqk2iXdNbIhNFyo0FEiNQyRszT1zte2rUkPnFOpHZReZX4M6jbXPDTnsWFhYbEe8xY6Q/3H///Tj99NPN3yeccAIA4OKLL8Yll1wCALjuuuvgui6OOeYY5PN5HHTQQfjZz362znJnzJiBz3/+89hnn30wYsQIXH755bjooouqzvve976H733vewCAYcOG4ZOf/CQeeeQRDBkyZMBtsC9GLCwsLCwsLCwsLCwsLCw+7PD8DWCMvPMXI6eddhpOO+20dZ6TTqfx05/+FD/96U8HXO7IkSPx4IMPho597nOfC/29YMGCAZe3LtgXIx8A8M27s56czGh0crAsEaAywlP72lrR/FqIxehKwyi2RO4YTVlXZJSaE3S8IUsgqGOYBZAvSNRwYfczekY4b7lL8/qXakRjcUoYIJ6JbEpklJG0vDrwOBXMECBwr+grBhGnbH5JuN2uRLM7cgsAAPMzEs0mA6G7JBG1bEH1EDRiyagKI5eMh5EhktSoba6wRu8j/ckce19ZLX3KzoiyBYAgur8s/xoAYF7fQ3KtRp84Zg6CawCgrIwOMpaWK5MmOheiegnlSG4x70PWBSPUzIFnv8c1AlhZF5blaNTPMUwEmV9km/gaVY7HVSPDRObDehRkigTRwHDUms4kjtbVi2jy9GkfMHINBFHoat0euZcb0dthlJTzlyALhtoWXDPROcK/y144gsk5U9K+iOqlAEC3zyhglI0WhuOE8+wNa6UQZgkk9Z6ESwZOxJGHDJGKEuU+Zs7xs3/HAmqIFOK6dpTxlNWoMp234hGdj6xG2Ms6VxgpNngXXRKie7G5F5kEZk3ofF7PvsvIei4ZZhkwUkzWBRkjnDODAed4NqIpFHMnAgjWqV8K18EcB9lVZOTomqWDhrqGNEPmCt1oVjthV6U+T8aPjLRo/QDA82UMqYHFdci/uTaiLAD2M5kfwf6i+4fOgViM7EBlNoJMJ3WQKtFhQ/dG7i/UB6pkkumYQM/l3mSYXJE6EgOdG/0huG+YahKd5W6FplPw7OQzVhka3GsMqy/C8tF+44ryqHFVLoTqwraQM2CeCdTU0dp5ETZN0AfR/aP//osiyhQxVde1GrBVVDvE6KnpOGjrgraH+2Ag9eCzgc86srG4brM6vzoK4WdFtzI7mhLK8izImHWppkhOnbI6UdvOMqPOMX0l/R2h23058pOyWDHFenWOFxDuczJLO1zV+fHqQ59ZV9dm5PdT8AytzRCzsLB4H7GRGCMfBbjrP8XCwsLCwsLCwsLCwsLCwsLiownLGLGwsLCwsLCwsLCwsLCw+NDDCzEbB3yNhX0x8kFCLRrpu3+Pd2fiM02grLxdpgfQapPpGYbuW4Eo5ZUinkwR6FPrVt8j7VktFmlFrPdmSo5r7FKVNk0RNqUFk3ZOSnhSqc4U++vofUOvD1NDK9HWsBUAoC4m7cuqDeSq3Ot6rVCSabFoRCiVlst+YWqMqSspzBTajIhY8jOh4ouleESUtcJO2POK2h/hdgTCgR36fTg1wwiRetVjVYmAdi3nk3bNlBmOR1Hv4+n3ZZfCnrRXDajdQQqGWiBquk+d2j5TJLSo1GTSoqsE9kx/0QY1PM+NYKE5TspgmHge7ataYP+xrrSw5PyMCury3lEKd0FTQoK50o8oa4Ta3Z+oY2XqiKGFc/1F1qERJIykZDAFLhjT5lDbOC5Rwd1yKReqW5DCQ4U/TS3Rfg/qV70f5TR9jYK40TqzjMEStqP3HqidJMe5EpV2uEBYODR0z3J4LsTj4bJIvacAdFNMhHpJZ6e1OAWmjUCyCqgW3Kgwr6aGVYx31Ba2qAKiTAvkuu7PJp1jzzSrOC3emSqXkDZ1qs15DBR9Du9VbBNTFgNRS6YNbm7OjQoK04bYM9bCGa2jpu05tFalwHG3lpPQ81RU3A/vN76mlCSNfTW/Z93DgrOOsYausJ/nHNfvaFM+0GftYJ/Jg7VBrUqLQdAfwb7J9MBwClgUVVbE0bpo6mIgEM+UHU1j4enMPDNW5ExppGDy+n8LRVPlTMqMsWiPCsirBa6mPBY8Tfc16W+1U+2Y+mnK4xyp8dvGicynhK4VppEldG0kVIW1TsVX6+Pyd1dRf7tE6kKR1YSmzFCIOhb5zdKluTKZOO2Rpdxe7c5SBVWe9+p05VlKK2CKWK9JSNmeWg3X+5rGZlJpw/MqmFNy3frEhy0sLN5D2FSaDYZ9MWJhYWFhYWFhYWFhYWFh8WGHfTGywbAvRj5mYCS3VrRjXWAkJKHRE0YRaeNH9kC2gsEwUIxo2E4+fREB7MiIjd7K/Ot6L7VS1OhLTm0k0wmJZpson2EfSNviGk0dmpkcul9HflGoDYyKk5VQCUb5HSPOR1tCqVNB2QHD6z8BAGh0RPQvnZEye7WOjHwyoktR1qitYWBZquwZFYKl3S+ZEmFBPUVEIDAqjuhqlJsRRM8bXESnVuQRADLKImhLbyZ11ig3RXEZvY3HyD4IItjRqBL/7s5uWLTJ73dehyO/JtLpR0Q0I7a/taiFFHCkvisZTv31D5FRUWBG8CnKGkRVw/adVS0wUW8VPuR4M+qLwEI0KoZY+V3l94E9r8wNilYyit+gdeZ8p1hlLBV+dLCcotcW+pu2qmZcTHSc1o9BxJPMpSC6HI7MVgmerke0MsoQCS5UW1PDIiqFzg/KD7fRoxAngDyZMboOOSfiyi4pR9Ye2+A6YRZGLGJbyqgtLYpjMZ0bOn7soz5H9oH6lDBHGuLCNIlpf1YKLBeUqUEL8WwhGapDMbJn1yXDtnY9OZnfZIIFDChlbeh45Xwpf6WKsLIuZIrkdF8gouNGUd3K76L2z9F9j3ucG1PGSESM2SvTLt4PXc/xSiqTL6MR/sDeOhhrOV/tp8vhdSX/HxbC9gbrBLCBqJrXioEwStYnst4fG8NYszrrZpaY6/ywsCkZZL5hNyr7LsL6rGTsRetCkWsyQGnvHadQt87rXp23XHNklqb0mZzQPS/Yo6RNzXUTAABNsVEAgKyyM4qca/wt5Mr1IdFrfRY0qF1vmzte7unLWslDRVjL8ndPSdZ1X1naGHP4qYzSCKMx7avwtq4xIy5M2169vj7yy36tPucyFX69Q1KyPjv7VIBbp3S3IyLWZKdkfPksat3j+s+GxqT0D8XzuZfxWdJnGSMWFhsPnrcBrjQ2lQawL0YsLCwsLCwsLCwsLCwsLD78sIyRDYZ9MfIRRRChiUZLJSzA/HJjWcfIjxPWYjAaF8oUCaKomoPNaIweNXoV5vpwjrF8qdENjfys6ZsHAFhRfhVAEB1MqKUiLe8mJHYBALTGpC4pjfzyHSet7WhxSfvIdkeiOJ0l0SygzenQ+i0BAM2ORFtz0Nz3imirp1ES2vCW9W8yP1rqNgUA7J3cAwAwrkHq1KXd83av5udrxC2n+ftLExKV6YjLZ177N6/Rq6hmSWtqgnxv8vM1glyRixyNljbFR4XqvCrLyI5EzpIaaStGNAiak6Pl3q7cu6csDJ4u1X7IaVSMc4lslzW+jKMbYUCkVQ+B/ZovBlHGmDIUKnP2pY6MpIdz2slkYBsZ9ebxnOokONoXCY0IB5FNzmeNginjh+VF9Wqq7WeDazkvGWWOaovwXqa/I1o51NaJnleM6lJoBI7fR8Hy3AqGA49RQyRu2EJ6bkQzgewrat3Q4pqMpYT2b0dW2VbUcNBxos4Kx5g6NyMbtgdQwaSC9AFz5vucIKpoctxLoifRkw9bU3JMiqVOrcO62WlR22jq93hGM0OZN/wxELFPDaBrzAlYN0ldr9VaI2E9jnJEO4dMsDi1bHTtmUi51qkUsbxMOmFmSTwWZmsU2XdkoJWqo7W0+OY8dHXMiUKJVq3hfuCayKRGhY7nCu3aVo0kK3Mi40i5nvZbPKJlFMwxqSPXUSWo+2QYIWYMG/We2s+07YXMR7L/CN88d1SvSp97gS2vrLWyGQeytsLMpigLo5Lt4vsDs7gnqq2dtZ+MzW+YORboUfWFjgfMtTAbLBVhwfSqPgsQtNv8rf1Xra9Vu7/Kujfx2Z3W+ewZZgjrWghd15QZq9/H9PuwtlZeWaDBXpcOahLR7wnYaMIw4n5prJcj1u7QuibciOW4S/0Z3Xd1LnT1ye+EQpIaZWFb+ij8ClYh61DQ53SXI3tYvat7vW4t83taAADdabl3e17mRGNcx55OzJ7u23qP1Y7sv73lsMZIStkrCVcYfs06nCWdtk1JZXlV1DtHlopho8k9UrpXjfKEwTtCxzhX5vqVQrtVmyQe+W0YfX5ZWFhsBNgXIxsMa9drYWFhYWFhYWFhYWFhYWHxsYVljHxEEHVa6E9DgfoEjhPOXTVMEJO3H9YxMPnlRuWfud6qQB7JWXai+fsVucjRCJhTDk9DRl0YhaIOx9vl1wAAHTGJPjdBmAjMr01BokwjoC4h+neHI4wHRr8ZGeouCPOhEJe/GRmiG0Oo/eV+ooIaguktSX92FST60lGQv1d5Esn0NSe7z5VyOnxhivSVwromUUeZso5DT1H6gH1HlkIlMglpd0YZNS2QPOeisnva3flyrTI8+OkaRwv5XJtfAABIaJSWUT3DKvDCUUfmanO8smSUaASqPiUaL3TWKFVEAI1mBfPDleFQirABGAU1Gg0aiUxGIpZRRwLDXqEjDDVcqI+gyvuMWHpGd0bKdWPBXAhYAOqUoc4s+eIqLZs6GrLmGAF2NZrH3PdoVJXR2Shrhu5J6YhODesajShXvuYOmF4NoX4IXDdyofaRneWoK4QXcUcybhVkmkS0MQLGjUYwlQVA1lHcl/0i4av+ja6HhF+hGaFrqUhGg9E10r/ZbxrdL6M2Y6SlfgoAYNPkbgCAOk+ZOo701xp3hdZJ6toDdZiKMKrGpYWhFofUcbX/ZtW9Mo6MUQoyxh3+klB/DHUl6trgK9NB9+UM+0MfwV2OtGW5I/egPseWvmgXJZUVUFBHKE/HuseXvljp6n1due+mscDhpTGmjhiuXNRVlHn0uvNf+bske9GE9O4AgIkYI3WMqxZLeKjRodfPSYsGFDUYxnpbAABGJ6St1Dvg3rhE9+W12v99CWk7o+mbeZPMPVqGHA4AKGsEq1u1PRZpxHxR7u8AAibC9u40AMCIZKSyitVF2Udf9Z8FEES1J8ZljjTq+PToOHS48sygPkpvSf7u6J0LABjauL0pe2dnb6lzUp+F+shdUZC1NMf5h7RB90Wu+20yhwIAJqtTWVNSWWpa7oqstPnfmAMAWNz7gtRVmTt7xA8AAIyuk/mqRiRYm5cS3szJPjG/7iVTVz7z+KzYyd0fADAkKWX0FGWs3oLMibX+Ym2/7HF8Fm+fPAwAMCnTgkqszEk/z3OF8dNefEvqHJdnERkjm/uyRkellcWlfbYoJ8+1RXo9AHQUFwIINGjIhPlEbD8AAaOhryzr+z+OME9X90m/8ZnC/XszZXdulZB+TMdlnrbn5fu5nrR5UeFFAIHOUmtM51pMnmetKXVzKgaMkWU5ee7815FryfRo9NSlRvecyY2etl/mwsKY7AcLulXLRfeJtri6TpXVwckXhupyJQkVlK2UhMz7hoS0JR2T67PlMGM4V/Gzj/M0RaaNE9bPyehePSwt33cUXO2XDinbk/GgHgyZIxYWFh8AWI2RDYZ9MWJhYWFhYWFhYWFhYWFh8WGH71cFxgd0jYV9MbIhYF43o9D95bqvz2UiyvLoDwM5b71lmAjy0FCdSpqn61OzIuKssS7mBxAwR/plrKwDjLCnkxJNaU5KpJIRWiLnS+Srt7gaQOCiUEpKXengQC2NeerY0ONJlI8huDqNzDES3VeQKBiZIoxyV+pKkJlh9A2UiUDGAfPrX/YlQvR6VtrSXlogdS6sDN0znWiRumo/R5kojMjXGf0JPa4R9ihTpFChJcD/z+k91mKB3kt1OJQFkNLvc8qgoTtKFFE3m6jqvGFfqN6BiTRpNJI6B6xzV3GxXhc4x7BMukD05+yS0zpS64Y56EWNBlJ3Iuq2QDaHY5gpcr/uXJeeT80WzjllCOXaQ9fJ/8dCdVzfuqSDED/7Q1TTwrCUHLJZyEgJawqwHw1LpmJtso5xZV8UjCMIdWikrFyebkfq9KR6MMY9qUS3KWoxUIcn7LaSjzjKcI0yX5/3JYOF2hpeBfuoinXGNaf3NHMjsgeZMdI2ZQvCYHgLswAEkWZGjumk1VA3UftCNQt0P6B+wsq4sAOojUE3LGm31KHblQg8WVBRbaZsPDz2far3kFbnlyEpqQMj6ezPIqSusx1hyaUgdSq7RT1PtZx0X+jUtRXTeTw/FoSGYxqldstyj6Ijde0syTXc75aXhTHTFZM9q6QsCzJ1yOzoc6QfVvRK3ajvszojazRXUl0V/XlBRl/Bod5S2BGJrAyyQQBgTVEdx3Te9Lj6DPDkGcD9l2OyICP6Rj3F0dpmOg9J3de6+uygpoiOX5fqJBSUgUbNm6g7UN5VbQ3V3Kjcd+emZJ40F6R/Esr26XI7pA0e50RYC2Sls0D6oyDfN+TJjJK11al16VAGg6m7Pvfm+7K22rtlv007+ntE+7XTlXnfm19t7kkHLa7vlTFZK/m89HfWkbHrdeTapLafvxTJGFnqCrMp1ScsoYS2rVN1ujhu1LOhJgbXzaKEPEOyfSO1eGUzufIciFVonvCe3Cv4PGlP6LO1JP1VdOiaEtbSiepRrfCFOVmn/d1QkPmbpa6Pbsd1celX/u7gXJqv7I8hOkfzFfvRWu3zFHTe6NwmA6nFE7ZrQ1yZJImi/i3tJQulPiH3WpiV8Sjqek8rC5Y6Plm/Q+rqq16Y/tYhAyfhyP80KZMk7wYMEv4bqCUh86ah1AIA6FQ2Kx108mWe74f6gc5c3H/pEuSZ35YdsLCw2EiwGiMbDPtixMLCwsLCwsLCwsLCwsLiww77YmSDYV+MbAgieffRyDH/NurzA2SG9IeBXEcWS/W5YaeSIiPoGnEPtEj6YbXQdUYjdNQeYWSen4YtoI4mjBgxEt2s0VkA2MLdCwCQgkQqOjUaSP2BvEY012qeM/Pt65VFQdZGn0bBi042VAdHo4WMNOU0clEsacSYWhEaiS4Z/ZRxAIC2dFDXtDIUqDJPnYeuPolukn3BCGa3L5EhRsyj7InevHxPpX1qaRjnFm1DV06igdQ7CBT3w/nSleyLuEa6o9F4RuJz/ejAREG3lKj2CKOMvbller+60PG02xQqpy0h+dDNnpTXmZHIG/POpR1S/968unKA7gR0n2A7Pb1XWuum2iG+rsUY3U6g57NfwmyMwMVGdT+UDUA2AvVAHETcmgDDSHCjogsR1wTjBOWvmz0V1e8wx8nG0LlBZpphhujxpDr61HKriZbJdpc1yseyyMBJad4+x8M4MSDc7+wn9i/bwPGqqot2P+dirkD2i9avsn8jDlZk8zRkRAuAEWC61bgRF4SyiWCGdXjIRqJjie/XaV3WhNrW1rhNuG6Kuhj1baqj2AVzj2yoLFM3ZdyY+arHs3nR2aBeDOvclBbWHCPmjAg7ruxp1KfpLi/X6+Q496WSztt0LHBnocMN98t8mS5K6t5BLSBdxzlP5wgdhpSFkvRlztQpe6UvvTZ0Pb+nfkyPI/3r6hotqksY2S8pnTNk+vX4gd4StS2IjC/zkw437H+O1eqCMEYW5p7QK6RfMtTvSI0JlRfTcViRF52VnOoFkf3CPY1uTOmY3L8+JVoZXX2B3kxX3wJpP9dQZN/NJOWaqEbRqpxoYCwpigZJlFlWtc/o9XQRW+QJS3GuzmPej9pEGWVi5iuYTly3nH9zyo+H6ha4dMlYJYxTTngfXVMQ1sUqT3RmenPyPIypVlFan3uEmae6ryxWtuIbRZ0jOq6B/liljlXY6Y5rbHFO2r88wlgMzpMy4zF9hug8be8T/ZJlBdGb4T6aVMZonExgMh+0zsmUtG2lMjHfUt2VmNFbA2K+rnOdf1zHGV+ejU0+NbHk/D7VV6MWSG8pvPc0qGZTjx4ukFHGtaS6Xa3KGKnTX/QxfQRFFQOGpYNnUVoJTEX9vTSkIGNdckVDJeXJvanBktc60u2Pa5D7tXGxsv+ssLDY+PA3QGOkH+etjxusK42FhYWFhYWFhYWFhYWFhcXHFvbV7iDhIIF4jO4cGil2qqP3QBB9NdGWqLCNRlFiLiPv6dDXhaKwCxKa6+pEHDwaUiMr7iV1WNs7R89NhM41t6TTA3UiEI6ueF4xdJy6G8xdb1BHGOp+0OmFbSxFHEtaM8IaaHI3CQ5qzirzmTuwQutAVX+pA5kiSbp6qANDveqkMHqa1igM62wikJq3y+htc0bYLIze9EKihF1lYaZkNCrYjKBf6zRXuD2h+fOetLspIe1h3n2DJ3PCuG0kRHW/qHn1a+Oat+uHc9yTjkS7Mm5rqC1JZc8k1b2iR3OvO7E81NahGGfqymhVThk0XZD5wzz5Om03mTicn3QOoW4BHTaoUt/gt0ibyOhJ5kJ1qUOrniflDNf8ZxIl1mq+fpMn87gUD3RExnibSR3qpewFmrvOObCJN0HuqVGqNY64b7T50v/s76wj/UP1/7hG7BohkbScz4i6tJH56EQrmvQ6iYqtgbIM/IAlUKdrgGUtjwmrZ3VBNAYycWEW1Lvyyf42Odno0/5YrG2UOdAcE0YEXVLSWme6Ca32pE8YLed4cX10ecLgKVYwgpq0TFf3GPZn1Mmpv7IJzkeutbg+MtJeJtS2FMJuSo0xZblof87TNud1btYC5xldZKg7ENOxZM776gaZd23l4XoetTPk+5TOU2ourNWxdCMMqR6dM3XaxgZlktTRxcWhS4hM5LIT7N+eK/+fUk2AvLrFtCOsAcR5y7U5JCX9m9JxoXZAh66RBt0P6pRhQheaLJlqug80x4aF7pNIhPs75gWPdo5NWZ3I+hIabY6Hnw1r3FXaH8rk0Odaq9eidVPnEq1LnSOOLnTeSOo92e+eL+ud64Xj2KosjCJZjNQqqmAl1CXYr/Jdh0bt87qfNmZk7MdD9oGkOu7MTsp85hoaovtBlzoYrUwsAABkEF5D5aTMnWatM5loHA/Tr6rVsDLRYepKhuNYX54b6ZjUvb0kxxv0Gcw6dpX0maBaLV0ZeYZyjdbrfmrWlq9sLe1n6lXQ0aleXau4Vxn3Jh2/tY2BxgjnYZOuNbZzdWxZqMyMMhBKWgbXJPuDzIVefYa7Ka4V6iMpM88wKOT7log7U086Gzqf7KJNnCGmzp7+blrsyLrnHtTkSVmcE9zbh0PallKWVU9M6roWqsFFhmmdjrGWE2iUhLVgYnG5X532DdcsHaCcivgi10ha792UJHNEvqcGSE9J2tSi86lOXWTSMe1H3Wrq1RmqO09nOfnNwnnbqPt5m7oKteqSjuleVfb7d6XpUwZIV4HuZo72j+rpOMJ06lMWS66smkA632NGf0s1mophzRELC4uNCJtKs8GwO5iFhYWFhYWFhYWFhYWFxYcdHjbgxch7UpMPHeyLEQsLCwsLCwsLCwsLCwuLDzssY2SDYV+MDBI+ioHFbUQULDgnPLmi37tGrEtpk15YuI/pL+mU0OEb9TOu15GC3xoba8osappJX1JouRT9TMWEzk9rtahQJmm3FAsrKqU7r8KHRL0KEGY05cAInSrlmX1RUnHGsoq3xR1pEym6ANCtYquk1dM6NK0CezzOukBpoyZlQ9NWSH0nVTmmVNCyUm9Xqehndyws7mqo+kpXJy09pXVs1fQZAEgqJTZT1pQWR60DNYWjudwcqgNp4STXkmLvan/16fUJTV1o8lSwVCmupGzXkZIbkzq2q0gb7TpdHa9mL0h9yFDwUanBCaZclaU9pNQnHNLuXS1DvmcaSR+F+DTdolVTmUgRLyi9vVPvnWB6hct0AbVs1U22Jy/H40rPTvoTTJ03Sei91UawJy/UeNKah6uYX1HHOuOlQ3XK69zp1LFrU2HHOMUsExS3S4Tq7kWEUYck5XplMiORZ5pbQEXOxOXLQllTBUqSmhVPSNktOt84VziW7EdH6fukYHv6yZQQpjo06/zj9RzHbrWhpphts6bqpNVCdJUbiNq2+kKDJlWe9PC00vLzmqaTjwn9P6X9y3SqhFpecq0kdYybVRAyqX3BtRZQxlln6Pfymc3KuJY9CnPK2u51AqtzpmzUaUody6rTeZcrUxxU+rFerStjtPVV2r5Je9BPptaQas90gAZP57XO2/oE7dV97QupV0LrwfoAQEoninYDugoqnliUe7WoIGR3uaBlSBtojVlv+k9TG3W+kTrPudZTVKtcTZOoK4fTX1h3ZqGUtNKlitAPUwq4FzXqnsz2FinQpjq4TBkr6vnc27iWYmqP6ql4NtN9enTPZxpQQtdOTvcu9t+QdFz7TG2QldLPtgNAU1Ltjkv6qUKQSd3DmjX9aWg6qfeS60b3UrxWUzc0xSBZZErZGL0+LBRNsK3sT849gvtUvBCIi3IPGp7WNaNilQkVlOZYpzWfoq6gQqR5TWPVFCTOU45PWfemWES83fXC0nBNuq9yLjAlKas2zCUvyJ9o0HOb+BtEp3RcrZyZBpXQZ0NOy0jTbl77o1uL5P7CZ09W06a4qpne0+TIWmPKB/eNmI4v5xrT51qS4dQ8ACgXRoT+9jRdJI3wmuC1ddrv9SWpc0rnQFafd0znqTNCx+H0SrOPaH+2xsO/M/jpVfzeY7oU12GSY67TSDNokInp7wRtQ9Gj/Tn0b/nsKjLlVtvgh9OtS5A1111S++mijGujzkE+vnQ5mXIBoFcr01uSvmd6FFM62a41eRV81d82bfo7rTspabz8PZpWceuEPptX9miKk7XttbB43+F7PvxBvugY7PkfVdgXIxYWFhYWFhYWFhYWFhYWH3b4frWu5UCusbAvRjYEfsTaNmrXa47TfjLyPa0taUlHy1uKrUZRUEu7qIXpGn+2OYesE9riFdQeltaeFNo0FoBsg7HIVPaK2k6a6JRGltbQAs/UXZkPaudHm0OCbetRa9eVzn/Mdxm1NWSkgeyWggq5FbUOuVJgMwgEYl+NSWHQjIDY6vZo1CrmSdsZHe9wRXSuwxfBTopTUizN4fm0o9RI8tKKaCvFaGl/aUQoNaqSc6UfFkJFVZXpQHtfI0wIiviFBfJWOmIdaKyfdRwomJotdwAASjq+KUcinbTKe9sLhEzjGqWmdTBti5epaCXrUi7LNfVxYcqsAiP08tlRUnFQLbtU1HmqcygqyNudFzHXhNqpJkv1oXrQLpTl0QIZABZqNG9lz7+0bjJv69ISjXozci+KzsY9ZQ9oNIpzxQjyqiBhWkUGoyLBBMWC08pCoBVsriBtopUjENg50jaWn2WNqi4rvaZlLNPzZazq1DKU/ZfLS1055gu1TR6js2qzWaeiy2RhdfWJ2CutX+uTyjQpyfeV4qv5eNi6NleUfkrEwhag3b2yNmiv2aDWorSmzdO6lYJ6jBTr2uE89vp0XChQq9awWbUSbUmPl/soU627tKKqzqvVJpr9yTHjfOO1nE+LGOHVbZf7ItcGr2NbjP0s1yD7Rudc0og4a/SakXtaZHqBcCwZdClH7lFQdlu3L/MnoeK0MdOPsh84yhZwC8rWignriJF7WgynyjrvlVHCec/zKBzd4Es9mssyflndj9qdt01djYUoLVM1yhwrxUNtyKqwI0WuKQjN872C9APFrRPKAugtr0IlYso2qte6sT+536sGselXIlkK5mZvXuZNMAdk7MmA5Fi+0ieFUfC4zRFmEpl581W0dYQv7MqCK+v9LUdEyimGHWVOsl/JouG+0qcCnrRLBoDunO4VBelHPs+43yUitrvGbl7b5kbEKtlWHif7sjcv/cx9iFbCObXj5Z5n2J96H9rcA8EcyKptNucb9yjz7OA+qfON+6yvlAPuSYmIVa7Zp3Vv42e2IM9iJxfen2mFzftwTr1ZDPZpzj8zb3VN0X7asF/1eKmgz0TVgeezNKllF1z9feGHf18Ufekv2vMa1q1en/IoHKv7g/4GqBRfTSE81lznPGesztNPtoWfQ/zFQYYdmWhkKCmpwzBwunWtEmTy1MeVBaNirkUj4iqflf/u6SuHmUUFnextnjxXRmekLfwt2F2USrQoq6qnKOyrJYV/aF3lOC2EXafaRt7CwsLigw77YsTCwsLCwsLCwsLCwsLC4sMOqzGywbAvRt4BHNUE8SqinpUgs4RTzbAy9LhXEYFcJzTqUtKouBeJtAEBs4OWwaVSvuqcmnUlk0SjLYwOBBbDjFTGQ3Une4Usl2IpFbrO10h8ihFoN5hqxtJPI7uMrDWkNtEyJPrBiDzL5HndGs3Pumu07uGIKKPWxopR68xIUENC6nRgZioAYJO6sEVevhxsDl0aclmclShqVqN31LhgHi5zsbs0UtmnUak1/sJQm8d6k6RfNC86p9Z3XW6HlK+RYEard3P3BQCMaqQuiKBXLfTW5gP20hJfonKrnEUIQfuDkfaCsgCWdkukp1zWaLaxeFYdiYRE4sj+KZelrgFjJJwHzv4ls4dRxpJex+hhXzGIdjH6ObR+itatJ3RuoST9GXfVNjIhLJdGV6JajBYuLbyidZXzGQE1LCHOS5arc68vL5H1vFpAJ+OqeRJrQRSM0Gb0uygThmPcUjcxdI+uvkVaB9XAiNhuUzvIi0iCRyPL3E+SytIydsvKwHHKQRSS7eW6doxtr5TRovnhvJZrhedR94drkLbU1ApiBJSWoIyiMgJPpghZRNmStGFVTphBnvZZXXqMqfNYbA0A2DSptseRdRlFXu0jO4vSD7TzzCVoia0MHV/me1rZVvx7VfZ1AEBRGXkBq07amNK5xr2L8xgAVhVe1O9kraSTci7nF63U+8rSbo4lWUF5vWdHQvaHprQwGrh2esvaf7rPxCNruKcojJsOyNxaofUge4hzDwgi36wD68jj3FTIFOEc6ShL3bgGyWRgP63Ozda/dU7pvG9wtS9o46mReDLysl4HAKA7J2wlrsFaSCrboVGfDWTtlLQtZCRSW6snLs+jNd2vAggYjh11E6SuJak7WRVsC+sS1UOIjq9nniXBs5tzmazJjuxblUWY+cO1EDPrX8dU982CapcZJmmEmVr29BmUz+r9lAFRkLmQzYX3/VRS5mCxFMwFwySN7LO5glrhxmprr3g67/hsqE/JM5TzLK+MNJaX0H2UbTZ9oNdzHThxsjylL7pK8mzP1dCl4J5DlgrZLj1kaem9+LuCfyOp+kbKdOoqyHwja6asc4m/aRLar0VzXMa115PnK/fUvshvJwAoKrukx5N5yH2TulBrdQ/Jq3ZTjzIm1xSoOaQaTIaZI5vfWl/aRH02tiXpk4mK0Gd9nCwtpeKolkvaDTbTon43TPW1GkrSjs4ydeJoIRzWbusu6vPOIcuV2kzh9c75amFhsRFgX4xsMOyLEQsLCwsLCwsLCwsLCwuLDzvsi5ENhn0xsgEgq8LvhynCiKPnhVkbvmF+dACo1jvoD4xqmSiwRl18PyifDA1UOCe8E5gcYVA9PTxVGGWFiTBrFEEdDhjpY+SUkWigMgLO6L1EsdZomWQuMCIWV2YOI5a+E6jsA0C2KJEcRq28imiptEFZMJrI7NXJfRdoFKZPc9sZry+Ug8g9XSXedOdqe+VjIfOdwbqGNTB6yhIxYuSL0dmFzr8BBJHf7r4lWvdVWo7kXqc0B7uZzIee1lCbujS62+4GujRkp/TmJYKYY0RM+4PtTyqLJ5VokfYiPA85z/q0HF8jPybXWKc9o4Icx6IyTxgdLJY0cq9zk+vFZSQPQVSvP60Qw7LSfmakvM9Zo/dkXnin3luj0prTTnZLwbCTpC5kaySUKRKwu1QrQ+deZTTbMJPUgYXzmGUaPQ9lSxR0XrLfXS0zpi4yXBtkjBQiDCqyNRhl7cISPV9dQuKitcO8/BHuZFPXsuaLd0Hmh5ugy4fUmfO2wVHtBdX3WVtciEowalpww2uKbWXdWF5O2Ugcv6zqz3BNk+3CucI1CwDL029KXYvqJlOQdvY50h95ZVfllJXFqGnekbLac/PleGSMiyWJsCfiGgnWeVkshfchgvs2dWZckzMf7IGMkhrmnInE50P9w6h/kWy/iIZTsUQmk4xlRtkWPY6sXe4TZEqUIywl9j/nIudrpTYOnx+8pk73ZjI4eA9qKTASXIzs+WQ40ImErIFuZSoYxzN1VSL7jffPK6uIjImMaulwvCpB5zeuoc4c104q1JaYRvPJuliTezt0T5SFVWA0LiLMsZyyLaLPaoJ7X+U8leuD85OJIaF2BPpbYV0q7guEcXYzTDIySNSVTednVKPMjeiARLXNyBRpzoiuD+dmZR25F8f4TDW/MaQuZM4FDBnOBek36p2YcstkoIRZLnx2N6VES4dsJI5Pb2mlXhcut1Jvje58ASOEjISC1rVR60ittjVaJxk7uqWUnDCbins8eRauaXt9qLy1Ovat6U0BAA2Q8c7pvrO6MM/UlWxU7of1qnGV9qnXoWwt1QBpUGZHvf7Nnx45/Z+iMvd6XJnH3M+p8RJzq917AKC7RJ0ZdUbTKdJbCp71y43Wj3zGIr8d6WgzIsO9XvbT53ulDmuh2jo6V6ipRY0R7r/l8M81CwuL9wP2xcgGw74YsbCwsLCwsLCwsLCwsLD4kMP3N8Cu17rSALAvRjYIceb0Ixw54xvzXo1CMVJZLEm0Kuo84miECH44It8/qN9RfX40EjZYRHVLGKVKaDSsTnOsqfGQV5ZHb0GiBwVlJ7gxRguYby1R4LJG7qTeZa0z2RYS8aFmCyNmzENuzEiO8HhsAwBI+RKJ6NUod2dC+rc3JZGi7oLknTNajUhEsqC5yf+O/w0A8GK2A0AQoc/EAnZGr+YK072jKSPaDIzUmoh6hKWSL9J5RDUF9J5kCTDyG9VsYUSO4/lmaRYA4D+qy2GiMNomRseAIHLpmYi5Mg40YsaIG8ea7aXOBBkI9ZD25x112lAHBo45nVyi7iyG9VGk2r8bqrOrkSVG8KQsZc7Q2abiOyCYC4x6lg0rRRk6WheyUMiCiY4P+6uk89DXCB7nqa9bYW/fAgDVGh2Vxxidz6n7DPuT+0JC10CL6qYwyh3VwqE+imFZaPnU/6AOQld5aeh6Oj8Q1MzIqzNSJVg3sgIYBe1QZkhRnYl4L7p+dOaFBcBIOR0GyLpgf7oR3ZTK6LQgFvqe40n3Iaeif9/ufBYAsMR5QY/IPsExjjpiGf0Hamjofku2AZxwlJs574btoq4/3DOpNQDDHiqH6k6GlHynzLhIZJ1sFLaTUenW+i30PNU9MftDlJkX1nghqOfDaGxa9yi6/xTzct9MSjRbqLEDBM8pji3XRFIZIpt4E6SuZILo/Crr8yURp5uPPBOy6tRVjCs7QLulUddS2pU2tJdk3+7RfYT7dlrnUnusAwDQ1SjraWh5E1NnOovlHRn7rEbns5B+K6iWDed1UvuFTiWVDEUg6PeG2DBtmzIhVNuFmk7mmY4wQ48aGG2eHOezBwDeKotWk3HQ0X04uiZK6jDGtdZUt7mcRw2byL7am1eGEzWgyGzQ/ZSuVCPr9Lmo7kKtqmdB/au+ZKCHkklImd2O9BPd0lq1XUXtlxUxcSZbmhXtpsa0MppUX6mruEzbpM43KZnfcWrd6Li0JSaiEl36LOHzMlfQeug6aqkTVkba3Q5RcGz5m4OsSjrHkXVJcO3RaYwaLtyT+HuN987p+BX7lOkYYcH05hYAqNanqUQuIfeoT8k8GxkXTTGunVFJudeojPRPU1LGfGmfzK/mlM6/hKz3tXn5e0RRyovrXCGryyPTRm1retRpqlWZIjmP+iAIfQIBI8SNHEjo2snE+TxSNotqkgzt0f1W12ZnTFhafJ7R/Yf9S9aXhYXF+4iPAWPEcRz86U9/wlFHHfWuljuwXA4LCwsLCwsLCwsLCwsLCwuLChSLRVxwwQXYZpttUF9fj1GjRuGUU07B0qVLQ+e1t7fj5JNPRlNTE1paWnDmmWeip6c6sDdYOI5j/ovH4xg3bhzOO+885PO1U2X7g2WMDBIOEuZN+JDMJD0m75eiOe6MrpY035NRQWMmr2/s188UEVAxnhFT5uvLdxLx6mMUO5Izzci3F8kljml0O6rGn1BmCKMyxlVBr2fkyE1JOamM6BuYvH+NCPcZ6ZNgqjFCVpdkZE3dY5jbX5Tvya4Y6kjUaTikLsmY9HddWSJnqbJEWzrVwSGZUleViEZDyQ/3CXPd+X1jTO7HiAcANGpEfWTjVgCALirgO2G3iFREzZ8OJnGtEyPAjHaltV+H1Em/uUZTQyOlXniTyMSlr+jGQqwtLzb/70VU8qkhwMgwmQWsM6Ogno4ZjzeWpW51el1CGQ/drkTkGLnj+WlHzvdjjHqH5xqj4kNT0lYq6QOBDgHSk0Lt6imvCpXBfmQ/RRkQZJ7UGfeIorYtXCdGcRlRr9fxZU54X1ry8ulo4lc4xTDazOhyLi3zknOecyKj/VHnq3uPr/PMV4aURhzXQnUh/MClBwA6CsLWoHtPa0aiqMPT0n/NvkTsHE/6gvnnzHmXe+m81DmQj2mEW9dpgy91ZCSzCx2hMuI6Hr1xGQeyLOpiMg97S3Kc+wLXELV0GD0vKIOC+5PJ41fHI7I8gGBfo95BlYMWNWqMs4Xqb5TDTBGOfUIZJn7E7YeR5IBdJxFhOo/QfYa6NayXVwz0E+jq0WP0osJsIBgWSiH0GehMhcc8oboG5Rjnu4wf+5f7qaOsJJZD9x+6hsR1jlbCsNIizCXuB13qdJHy9RmCsMtSvaeaFrr2moyLkpST172tNSnzO8FQNFQbqqx6B1peg+oiZHx17Cjrcw3VYgQjHWlvUdfSWsjnGldZmb6MPVlXdPGhA1HWk/7xo/uGH9aCoSMP+znnyif3UPOMcpUt4wTPkjpH1gSfAWTxcGz4e8GJsKa4vo1GE/V/9Jmc0flILZYoq6velfumfd3flTG20pEIfgl0IavYF7R/jO6JXtPpLg/1S2+B+68yoXQeFiNrkqyVccrwqPOVpRHr0euV0eB0SF0ijLKGtLJtlfHTEAs/36QMmRdkS5UTOoaRtZXQ30Pca/j8p64Jf3ewv6k/ZZx0tN/JLPN1nsfcFgBAOklGZvjZ0JbezNSVzw3Oo6wje3O9PvPqVeupMSF1bkpJW1qS6roWT+r1soaaVM/K0WdOT1Hde7Q/XZ0Trfo7rCGuLC83/LmkT+6bqSBSNSlZj9Ii7QWpyxJH2LGbO/IMiOv3ak6DtoTUYWWJbEEpiPOsx5O5lM0Fv00sLCzeZ2wExkg2m8XLL7+Miy66CNtttx3Wrl2Lc845B0cccQRefPFFc97JJ5+MZcuW4dFHH0WxWMTpp5+OL37xi7j99tvf0f0BYMaMGZg+fTqKxSJeffVVnH766aivr8dll1024DLsixELCwsLCwsLCwsLCwsLiw87NsKLkebmZjz66KOhYz/5yU+wyy67YNGiRRg3bhxmz56Nv/zlL/jHP/6BnXfeGQBw44034pBDDsE111yDUaNG1Sx73rx5OPPMM/H3v/8dEydOxA033FDzvJaWFowcKUHusWPH4sgjj8TLL788qHbYFyODhI8i4jHm0Up0gE4ZjIasL6fSMEQ20Oc9cKUJIqGMcjLaGkRV+/S4RCSikc0oU4SgKjw/WZ6JzsTCyu1QdodRsdfzyPpgpAoA6lyJ7DBKR2TUkSWm+bWMxBOzHXGGoUMDFe+p/J6ARFtGexLpyKpmRlojnsM0gkyl97UaLeuNS0R4kivK+ZsxlIIgSrI2L2O2KjcBANBdlrqtdGSsh3kSTdquVfqlXsMsHQXN8y75Wo7ce4VG0le6wvBJ+6qRoVHbrKuK9546dWiEr8+X6G4TJLI2CZ80de2Kaf695r83at54iyftXuWqBgvkkxFFMmQYLVzs/BdA0P851ZmgTkqz5uWTpbGiT5x2OB/JhhmXkE2vqPfh92RSAEDRVaaHz6ix5nNrHSs1PoAKfR7VQ6ALQKMj/UEWTK8yUfpc+TSOG2BudjF0PK+aBVzTJV03lUwg1m2ox3uJJkKnE3Z6IUOkpOevdYRGWOe0htrP+VqvLIw61TVocJVxEg87GXRB+n+4MlJoajVEI8Z5L4i4kwnSGCNTBnqORkdd6r9oDrrOlSDaL+jVKP4aZU3EPToUiK5BrytruNvtDF3nKKtrjC/js0lG5jXXU1dR6tFdDNZ4s657OjL8F29If3jSXkZfV5Rmy/H4yFD/ZEucM9L/7FeO7eoeuY77RpSVQfZKWiP0MUf1KCJOG0Cw71FnJqnRfd6b+yAdM6jjE7C6hAVE1hX3xIyug5H+BPlbv29JySfHrbck5WfTuwEAhibYv7rvFANdJepFNcSlblm1iejW5w8ZItSd4NrhfH5bGU2M6htdD2VTFCB98VpOmTou9xN1BdH5mtTjw1VLpKRz6213DgCgp7jc1Lk1If3ThWFsBACgCNW20Ug510yCLlJemIlDBkJ0fdcp24JsOVfbOjIujKq8ton36YHs8+2eaPP0qI4YEMwjaglxn+Ozj5pVZGmQ5WJYBcosoeYNGQ9kHTbHZb9tgbqJKRvMKat2jO4j3ardsgLztW26H7vBHsZjw3zRMWrW+dblkG2yQPtJ9b3UEWZkTPSShuhzjuyeta465/hhHRqCDlLEqKQwS0b78qxN0L1KxyVLhpQT/DbowqpQ3cfH5blS58kzsycp+0K3eWYo61LHnHt8MuIM06b7eJ2usdVJ1RjROcbxyigLZiikr7iOkroW0/Ggzfx3RW8pvL81K5uqqCdklW2RKZdC1+m2iK4Cz6Mem9zDsA/JVNXfC91F7v26Pzu+9plgWErLKwd17dKtlwRmjkWUYce/+GigQCPXPdnDfAYXY7I/dKlOjdfPb0wLC4v3EL4fLO7BXAOgqyvM7EulUkilUrWuWC86OzvhOA5aWloAAM8//zxaWlrMSxEAmDZtGlzXxQsvvIBPf/rTVWV4noejjz4aI0aMwAsvvIDOzk58/etfX++9586di5kzZ+K0004bVJ0/MBojV199NRzHCTU2l8vhq1/9KoYMGYKGhgYcc8wxWLFiRei6xx9/HHvssQcaGxsxcuRIXHDBBSiVwj9kfd/HNddcg8mTJyOVSmH06NG44oor3o9mWVhYWFhYWFhYWFhYWFi85/C9DfsPEKZFc3Oz+e+qq67aoDrkcjlccMEFOPHEE9HUJC+Wly9fjuHDwymT8XgcbW1tWL58ea1i8Nhjj+H111/Hrbfeiu222w577703rrzyyprnnnjiiWhoaEA6ncYWW2yBrbbaChdeeOGg6v2BeDHyj3/8A7/85S+x7bbbho6fe+65eOCBB3D33XfjqaeewtKlS3H00Ueb71999VUccsghmD59Ol555RXcdddduP/++/Gtb30rVM4555yD3/zmN7jmmmvw+uuv4/7778cuu+zyvrTNwsLCwsLCwsLCwsLCwuI9B1NpBvsfgMWLF6Ozs9P8V+vFwm233YaGhgbz3zPPPBP6vlgs4rjjjoPv+/j5z3/+jpoye/ZsjB07NpRms/vuu9c897rrrsM///lPvPrqq3jwwQcxd+5cfO5znxvU/TZ6Kk1PTw9OPvlk/PrXv8bll19ujnd2duK3v/0tbr/9duy///4ARFRlypQpmDVrFnbbbTfcdddd2HbbbfG9730PALD55pvjf//3f3Hcccfh4osvRmNjI2bPno2f//zn+Pe//40tthBLuU033XSD6+s4KaQ0JYNiU7R/pZ1jqSS0ctKmYxFhTtpQGoHUGlTtWqBoIO1Pe/re7Pdc3w+LpDF9x9E0kqgdZH8gvZdWlrTlLcdofSlTaE3Pa1KuptDEVQgtVSd9VSl8mvOkf/rUvpCiqz2xsAjqeE9ozbSPM+8SldIZTb/oUgp4p1JcSZNudUdpHdSeVkXYmj0ZrzZNbSANuLcig4fU/1w5TEkjnTSjdod1KihY0G4t6Pmrcyq6qpTYLrZVU2U8nQud2jojXEqKt/5txC6Vwp/JqCiuE1SWtFqCtOh2h6KL0o8UKiSV21MqLMVD+QmlfFOUriEh47KJLzaTeZ0DnZkhofsWdO5RcI/igEWHaTJB2gW/I006plvSlo5seonIFuVpv/tqV9irdN6UR0FZpZerWF2njgsp9AUVnGQ6FkVuOefa4hO0Pioo6QVvtvsg1yzHPADB2LRC5ldC7Uhzak/KNChipKZP1Cml21X7wwawf4raJ+lQW7g7MJWkp9wSKpe09mRF2hHfeOc0vYb9tlJFVnsdGYOkppk1eU3abrVm1LHi36TrxxC2Qa2nwKYn39PuM+uGKfSkkHO2mlSQCsvLhKYGFFhnVz77lI5Pociipg32RNYM9xFfr+OeY8QW1co5qUKnJrUrISKgXWURraS4YlyFEJn52JtbZurKlEWm0Iypl5S2gq6Z1X2SHsIUuAZXhV0RFv8kzZ8pNCM8OS+pazWl1rf1cdr4al853OPkAFOkiHzF/s79s6QXc5+jLW+dji3HsAVDQ3XnWHKNMlWv25c0S66l5rikR5iUEV27JnVEUxuKmn7F/YhW3V4FhZ+CxFznlYLYleA8ZQpNh9pMNyQl7WSYK3tVI+Q5RptTpj7SSrhIAWVNqclrGymy6qpwMtOJMolqq9a0poJyrxkF+b3B+bPakbpxfy1p2UxL5dKiaChTc2itvar8OgAgFQ//nuC8Zzm0ds5oelaafsoAejTdZJnuYYt0bJjSVSqH1wxTbvl88l0v1C8r8v8BENjvtqkg9RCIiDXTBk0KYyRNIyo8zxSayhQc8/zQ/Zf7oOeGhV1Z56Sez98JFKJOgDbUmuLoSnpUF4W3HU1t0rnU5owN1XmtL3XqLkqfcC9080F6Skr7i2suHdNzNRWGaW0dBVlrZU1BWpUP/35g2gqv42czxbR1/6BlbnspFypneFrO53OAKTqFip99/P+Upj2mPalrc1nWSiISNo38BDJpq/w9EY9p/1LsVlO7LCwsPlxoamoyDI/+cMQRR2DXXXc1f48ePdr8P1+KLFy4EDNnzgyVNXLkSKxcuTJUVqlUQnt7u9EGeScYOXIkNt9cnvtbbLEFuru7ceKJJ+Lyyy83x9eHjc4Y+epXv4pDDz0U06ZNCx1/6aWXUCwWQ8e33HJLjBs3Ds8//zwAIJ/PI50O/2Mwk8kgl8vhpZdeAgA88MADmDhxIh588EFsuummmDBhAj7/+c+jvb19nfXK5/Po6uoK/WdhYWFhYWFhYWFhYWFh8YHEO2CMDASNjY3YfPPNzX+ZjLy05UuRefPm4bHHHsOQIeHA6e67746Ojg7zb3QAmDlzJjzPC71oqcSUKVOwePFiLFsWBKdmzZo1oHrG9OV0X1/fes4MsFEZI3feeSdefvll/OMf/6j6bvny5Ugmk0awhRgxYoTJQzrooINw/fXX44477sBxxx2H5cuX49JLLwUA04FvvvkmFi5ciLvvvhu33noryuUyzj33XBx77LGYOXNmv3W76qqr8P3vf7/qeCY10oit5SKiUhTvS2m0irZvFCxFxI7QjzBFGE2gf1qluGplebR2TKcCWlHB2OvRjtetWcZArYGNvamyUygmyPJLyvZorBOh07q4WNa1Z+eHyilqJInWhACQL2ikV/uRiW2O3qtPRdC64hJJ7M5pRNFX4T1lqQypl4hcgxsW3qxoLACgA6JLY6KFZbUchUZZYmJP11yWSOn83qDPcpD6M9LG6Cijgoy0rXVEUHB5t1o3KnuAzJDlvgjHUviRzAhGIjNqRcw2dEPFb5XRwPFMa9R7VVEi0isrxpdRO1qnUpg0q5HaXhUFZoSRtpE9zvLQPVhH3otzgXbUnW44su6ZCJG0iRatHC/aTjaotWOiIvrL+URL4VYV6+zTyOEyV/qh15O6G9tSjdY1x8dIXU3kXdYGx5rRRkY8eb2xLFV2V1kjcFFBz3mluaaujIQxosv+XlF8LdR/RrRPRTxHx7cHAIxwaH0tZXcqs6ZTBWIpxkqBvWUxqXOXJ3tZZ1bE7N52Xgzdh3XluANBtJnisZy3Xbm3Q+2PWoGybRQk7c2H3+zzXp7uabRHZl8E4swyxm/Qvla3wLiu8d687Fe0xAUCu02WXS5LZDimDD0vYrdt6qRrwDUimDJ/e1W0kQLSwXlqP+tQgFbnjM5XY6eqAptB9Dxg5KQSKt6pc2JJ70uh9nNvZ1nduSV6XJkiaodOC9HVWvbapERduB4o/llfaAEAxHVurHWkblndlzK+9F2TipWSMQUAnS4tfeX5M9yTe6Q0Us4oN5kkBWUDcI/q0Yg8GXrG4rUgbeKcYfl+RDSbbSESWre8L+NLO1u3Ik7T0ScsCbIjW9PCtiLTkYwb7k1+5Nm6svufAID2mDAjUgnpn3plB63Used9OG68H+cG1wmf+XU6bhRUBYKIOcVmKVpL0J57qAqeklHGseMeSOYSy+4qyFrls5N1y6vIe0IZlmSK0Ao+EGJXq91SdRAormLALXXC8CiY53R7qP0l3TfW6vHVnjx3KEDP9czuZ1+0x97WOsgXZBE2KTNvpY412R4URiUbqbIPyU6h2He3J+3s1H7j7zCupS7t70AMl/PSC7WVAsq07aVgfF77e4Unazqp+xL7n+VQUJmW70Awll0F2bPbkhMAACPLMn/HaVlJZbs0JeWeQ1PKSFKx7JV9UueIFraxvDZrRfeDnD4vC2W1iHfCv/NyKpqdrCD8terPpQ7dm7n++dultyhlLOtTlkte2UL6j6eknsffQHyG5L0OqdoAmdAWFhbvPio1QwZzzTtBsVjEsccei5dffhkPPvggyuWy+fd6W1sbkskkpkyZgunTp+MLX/gCfvGLX6BYLOKss87CCSec0K8jzbRp0zB58mSceuqp+OEPf4iuri585zvfqXluR0cHli9fDs/zMG/ePFx66aWYPHkypkyZMuB2bDTGyOLFi3HOOefgtttuq2J9DBQHHnggfvjDH+LLX/4yUqkUJk+ejEMOOQQA4DKdwvOQz+dx6623Yq+99sK+++6L3/72t3jiiScwZ86cfsu+8MILQzlWixdbT3YLCwsLCwsLCwsLCwuLDyj8DWCLDNbFJoIlS5bg/vvvx9tvv43tt98em2yyifnvb3/7mznvtttuw5ZbbokDDjgAhxxyCKZOnYpf/epX/Zbrui7+9Kc/oa+vD7vssgs+//nP92ugcvrpp2OTTTbBmDFjcOKJJ2KrrbbCww8/jHh84DyQjcYYeemll7By5UrsuOOO5li5XMbTTz+Nn/zkJ/jrX/+KQqGAjo6OEGtkxYoVoTyk8847D+eeey6WLVuG1tZWLFiwABdeeCEmTpRIyCabbIJ4PI7Jkyeba/jmaNGiRUZ3JIr+7ImGpjc39qNdfQvkXI0eujHpTkafaNvLqBYZEUT0OCOTfj82viyvIb2J1jF4u7aGjAyNWARRztrMkSh4XjIxPHQvsjvMeRpVSKck6ticZMReon6FtEYTsxKJY0S+WArbKAKBxgrL9DUSkSP7xZOIA+0LVaYDJY0kkwFBe18yERog48F8fkacun2J0MXJbND83J6yRKAyamtYaVfX4UtUlEyD7r4loXOo+7K8IOldifjQUBtZ10xqhLY1HOVntLU5MUbrHr6+Ti1Ho2yYrKfRxoq6cj4NTUgeHXOrc8paoUUlc9AZde0uyxgHVqKJ0N+GAZGQ3OOevJxfVGZIOinH+wqrtQ/UHpH2nhqZ43jVqW5N5b26ysIK6oJ8MgqVy3cACKJ8jOCSzcLr1upcakzImsgoO4OWw4Wy1LU1MT7UprxGZxmBo/0nI/WxRLBFMurJuU5NgGyc80ojZ8wv1/P6IHPnddVDKbtSpzZP9rE6ZbVk1TJzRUyis9TiMRoZGtk07KFI3SvnQrYoa6i7LJHLnFqCkukVV12ZbEEjkNqvjBgTZEQwWso1yT2OFs5F7V+jvaF1ZfQ1sK9VXSDd44zOEoIIYzKh/aasFTJHEGF4OMYalwwT1iGsKUKdpGJxTahtMWNB3huqSzTSGbASApAJwmg82SpJMkl0KBjF5prIFeR8Wrtz7XBseS/uXbSwXV7SOprxCO8HHWXZb5frXOB9pY5S17qkWq0mVftK7xVX1ho1Gxi9d1WLgUwR2nOybo3JTfQ8WoQq00xZW9TcoQ4C7VSpw9JbXhOqR7lCb4bzjeyztbm3pGwdU1rQcs4zWj0hLdpE6ZTsy93KxuI9+WyI60+fsZmtAQAjHSm3jwwgR/Z5MtCMboq2pXKtDXFl76bNq9GNUit3aqtQiyin65z7Y106TDXmeamUfL8CYp/OZ+0WnljeNqkGTp9avi7OKLNM2XHUrxnqbYIoaJXcpHtPnTIVsro3rVEbXjI6HBWcIAOP/UdLcj/OcXBDbSQJtl6fa4YZwr1Qx3ytL31V78h5tJoHAh2ZerclVCczj/Ta1vimei+5lrbTnSUJatEWOa/MmnRS9l/up3nDalXmpDLVAsZvGGTVrcnNM8e4vo0OnD7f87FReo3sIg0JaVODMkbSFWw/uZ426qpVVpR7GU0cnYfs/9GOlN+UVNaXJ5+eT20TQdINdrEu1TfpKeqc199qtF7vKspYJ1TniBoj1DshK7NXn/sRopTZny0sLDYCPADr/mdf7WveASZMmGD0F9eFtrY23H777YMqe/LkyVUCr9F7DeTeA8FG27kOOOAAvPbaa6Fjp59+OrbccktccMEFGDt2LBKJBB5//HEcc8wxAIA5c+Zg0aJFVWq0juMYCs4dd9yBsWPHmhcue+65J0qlEubPn4/NNpN0j7lzhR4/fvz497SNFhYWFhYWFhYWFhYWFhbvB3zPN8HmwVxjsRFfjDQ2NmLrrbcOHauvr8eQIUPM8TPPPBPnnXce2tra0NTUhLPPPhu77747dtttN3PND3/4Q0yfPh2u6+Lee+/F1VdfjT/84Q9GcGXatGnYcccdccYZZ+D666+H53n46le/ik996lMhFslA0V1ajrLmrDL3lBEFRl2NOrrmDPPNOVkTlVFSAHDK4QhlVAfEaBdoRJquDIwAAgEjIas5047m2TOnnXVg9JQRDRO5jUSGE5o/S4cd1ilFnQjVOYlG8hi5i0ZCGUEGgGxeNT804kJtgVRCovzUSmiMS5uaIZEdqsmv8Rdo2+hYIJGNFJQx4sm9hqkbTU9Zxmel6lV0qhr9sLKwXjZ195b6aBuX+wG7pcnVqKijDJlGUapnlHN0WV6u5TNyj4WQl31kmCTdzVAJRshK2nbmKRNdqi3SV5Y6MLd9OCbI39q/veo4sLQUvFzk/CNLok/dX3qVPZCIRKWoXxLTeRV8Mt+ZOgp0dJE6NypTKZYOh4jYFkaz6zTCx+jqEEjEs8kL5kLMV8ehWCCqJHVXLRBlA41IbSV/a5SLOejUQSjH6EykY1yWiC+jeqZvItowZOIwCr7ak/mcVPX/QoW7E1kRZChxXtbrWKzxZe2RNZFQvYdmT9cCaju3MLKe9mX+5jUquLm/vVxHlkwy7HRgnGfK0r9ZL9hHEkn5tlHpg8WMzO3ess4/nevdqqGzSKPSbDfbRnYcx4P9xMj7Vjq/R9XLfer0iULHg7hWMqkRUDqjdGkQdmVfUOdVyopo1yh/d3ql3kv2Uc7rtZ5EgDl/yWIpRfZVl45Euj+nUlzL4cdeY3pM6DgZUWSFxJSxVqjQSTJMEbIu1JGE15CtwntTP2J4+hMAAhcVtoHMsJ6S3Lsnt0LrJmutUevONhrGms7jLsN2CTvtAEAmLfOT+g9kWXE/GOnIc3CoztMC3dR0r6HrUQGy509yNTKfYCRZxpRjG9exdjSynNDP7pLMKWoZJDS6nS1L+Sv9QG+mmA5HxDn23aobQ80cPhszjrSR7Cveg/tFBk1ans5ndSChU0lGXa0K9IDSELtxQDGaRdIH9foJAL3qoLK8PBuVaIgNC/1NxkyjP0T7RVlxdFtSBsQaLNQ2yNyiTgV1qErUylBaEh2I2Bfc4/Jabp8T7GF8hsaMY5D83a1OUHllInBPYr+RIUJWDPuVrkHs92Z1wPHVXYl73Up3udaFGlGqMaKsoZSyZ6hTQ9csAEjrvKO+TuAuI+2cmNoj9H2Xsl0crWN9fLjeU+brqDoJmpHhRA2nZJ2yZ5RZOdQPXBYAYLkTdhmjUxIZQQDgpEVzLcpAbPZk7JozUseGhMyrOp3ndXFdYxGzwISupZEpWatvFMLOPGSFcr63JGUNjs3wN6n8/VavtHVxNsieX1uQ77j+6IrWqHXlnt2kRGevoC5quu6b++Q8/j4om09qmAVjaGFh8T5jIzBGPirY6K4068J1112Hww47DMcccwz23ntvjBw5Evfee2/onIcffhh77bUXdt55Zzz00EO47777cNRRR5nvXdfFAw88gKFDh2LvvffGoYceiilTpuDOO+98n1tjYWFhYWFhYWFhYWFhYWHxQcMHKgnwySefDP2dTqfx05/+FD/96U/7vWZdzjLEqFGjcM8997zT6gEAcsUuk79djmiBJJTx4JRV0V2ZHUbZXnNWGSM1Oe0avSWro04j8vlITjxdEci4qK+MCqr+Q6/qnpi8+IiTAzUvShplzpgoajj67xqGiURRyALgPRmJ7yoskrbp941J1XhQDQNG3L2KaHZrnWhg1GuUlFGVYZ5EdtKORtY1ipXViFeDRtRbEWhUAEBao1sJ5ga7jBSpCERJ1fw1b7lOGSZJnf7NSTJ95PRsPnBRSJWlXWQ9dGrZDRpVGabMmaye1+NMkHslNHKsdWaEjvnR1I9g1KvSqQUA/Jjcj5H5IX5z6PuYpzopicCXm9HMjJfROkuDyjFxQ2CUbo3mz1PzI5lQRxdlPjBHm7nyPY7OQx3LhCt1HeIIW4bq9DHV2Ol2lBml0cThZZljjRqhq6shgrRW68xI2DBPmDlDNWKZ0mhfTiOcjJIyUtankcw0+1Ejvvl4eI0y0k4mRFyjsmwz9QJKkcgxANQ70r91WtcuzaMniyfnhrUCSPxyI++f86p5k9JoX0I1HujEM1yZTHQaKGokNKb3bVLdE+Z612v+/9CK7Zycsxgj3yU5ko7RuUXbFJf+2snZBwDwdq/0Y07XHh1LSspEWOCERah578aE1iUu9ynEmNvuaz10LmrFPN1uCl5gk5Dz1LHJG6r3Tof6hxHNvJsN1cHRxvSodsAWyX0BAFNSsp8MSbuhvuCnyqsYB4hVBZ0TGTkhqbn1Q9Qxgvn7AKDNRl4jvJ1aWG9RXXu03XGHUVeNsmoZ6Ri1AJSllpXrZvvqoFMvfw/VeVnW/m9KyFqrU9YQWQPd2jdpfTY5FfO2VxmJjXEywdg+agyUtU3qSqGOI/U6po06Vto089mk39M5I6eDW9LvWQf2laf7BElCQXBK6jxFI/tyrnyuzSvTqUQ3DtEO6yhSz0NQr+2m3kaXOsRMJrtFnwW9KlS1QvdfPlNa4mHNlgnKdkvp3OpSHQayYRhlB4A2X57rIxxhSdQpU6k1FQ/1S1ekzi2JsObY0oLq9ehYtioLYw3IDpByuS+00T1MP72S7D8TY2Fl/+5yoJGR1+cNnbA4T/k5VHWR0i7Zaaqt4nMc6Myl/VIqhNqc0X6m81aH7jt89rToM35CTNa4F9+iZjmV85d7UU61hJK6bw7TseU9C/qbJh0boW0SmLxz3Wo4pildB91FYUzldExbk/pM0Pm9IittHqKOL2Pq0toH+uwpBQxfsvcIrilqiwzXvSWtDBG3QvPj/7P358G25WV5APyuac/Tmc+5U9+eu2kFFQVajEahBIniJ5hEokQNQa2SNqjlH5QpYyyUIqRi0IhDSZHSakJFI1rwRfNhiIJKA2nC1HTT4+07nfmcPe+95u+P93nW2mvfc+Ge2w301d9b1bXv2Xut3/rNa/V6nvd5tC362QHbpR/QSQeMXayhdlJ0vyuViveYENoiZey7Hq5Tc/ProVnZfaSV6Hyjjgn3pimm+gRrcN/XOXTJoXMU7mN4LvBDna/pjGaQCRMmvsqRilyjCWnxHBPPrRcjJkyYMGHChAkTJkyYMGHChInjh9EYuf4wL0aOGUHUz/UKwL6woTweIkeeub6ZW0JURK3nNUZydgfQ8LB75LWz83Bcb5qjty5QProjJKhbrleSFK5B/RPmwIcJHUaKqDfz0F18RpmTDJgTFea+A2lGXinzTJnzPuuikM4lstE1ZhcaIFnet+g1mcM9BJuAivfUCAnBHohRLtkFu0ERsViy64W/J2AFPOzvFL4vzzjAkCkSW3qN1aSYJ98DGsc6LKTKZukCjS2nFZyPfocq/61yO8qH6nwKzQIgRRWLufL69xj9ybz/XJ8ir2sroVODljkEKkjNCrrQMM+eyDpjR86JiMh2rDbWIZ1ggMY2XG07c6up9dCy9Psyxou6Hcz5pgPCjnT1QjN51OyXWqJj00CO+hBOOtvol1pcK7TNw9ZF1saepcylpigiuQh2UBX9P0YfkLlzgPNCVKYG1JeMFf7dmNES6Nv6G3P2wznXI2oEkP1DZxsXY9gGW6MBlI+sl0y/B4hwHQ4RQULtgBn4VET2fcw5zM22A8aOnR9HZHechIV+WoJOARkIDp1eMJ/HdLUiQwpMHAdjuZKuog+0zZ/2L4qIyIN+VOiLMXR6MgcfBOcrx32Q5GuPuepkMlVcrSvZaNQI4JbGnHay0Xj+SVvXIFkZe5PifsPuZHdFZG1YWpc16COslXTuEAUezRBV5nNQiQhvw0WF6/R0BYwyoK3TiIixfpK9Qp2OKebpWdG9rQ521VYwRF11boy435SL7CG2lG0XEdmHK40Tk2EExxeg+kTkKw7dd8AOyLbP4vybb3vF0eNtaomE+vcStqacMaKfXRzXC8hiKv4uIrI/xW/op9Kcro4PxlwZ+2y7rL8fTDGPwc7wML8X8Dv7KfR1fZ9pwvEMF+c41SCOU8P14zRnNonkzJHZY/tzAhF1fE8WQIyx46kdoPxkc3GfJAugU9LPCO4gm9DpOJnqPXcJY9/DdQfYu9bglMY5MJ3m9RrDDaaN/fGkp/1wCMYG96Qm9vwW6kjWywgsg0Vcm0ycHV/XfVXIsgLj1CbjRq/D/aeD8cjWRax/r1bBDpuZDCFYZSldjvAbx5RsoqpbHOuez/mtx4fY89pgb+VsDjJNMMcwPgfoN+oykXFF1huZJPGMEwL1N1h2N9BjOE855x/toh/Ges98YqjzcHOM+5FLlpuW42Nlc1+ZZxlWHN1nOdSXJ9pXy2W9fgWOU003n7dBqXgNarA10lwDTESkjzqzLQnaS7ejfftxvQb2+lqZ2ns6J8hiNmHCxFcxjMbIdYd5MWLChAkTJkyYMGHChAkTJkzc4JEm+t9xzzFhXowcO8peJ2NnpGnRtSOdm1VkVaTI63UyVxAg+2BpkHESw/Uic7UAYkoGSgg00rbJDsmHz4NzQr2iehJ8S8+yLKr0O9SyKJaZQjNknBYdcugcQ32UWglq8/g+c0EoKQOlAncGMkfG0V6hL2ZjHOhvdHKIUSbdfhaqmk9OFgX1SohEeMgL70CTYGrn6vsiIm3octDVgygfER4XebgrQLGYnz+LAFFboQb9jA3YbhAVncREvBSqIfqyAcZHlr87jw4SxcJnGmmbmQMezTEpGMwvz5glkmuTEE0KcUym/J+oRkgdGhh0dKFDAVkxyZyqPHVrGrayBGopHAqA1tatTqEcH2hkP1Vk08f8XnTPFuo8OxcaGCPWwUd+Pds9BEujDzeDJThnMBe9DWeHRqzHk+nQtXX+kbVCpkgLDBAHbCOWz/5m3Spp0cFHJGeTkD2RsUzwO5k41JVhWUMwng5m3I5ERGwyy6DFQq2Wfcy5nqUOHHRbIhNnJFrOGOMagE1AJxMRkeX6XXoO2BZkC3WhI5NkbBWgrdiTTqSqT7BS0mtyLVBTgS4341j7pxeDLTM3lypgZ7ViLZcMIOqqTDBXBjP9wRz1klOc8zEds6hlEXX1M9QxpltQq6q6NJuJ/r4z0vVwzvqMiOROUR1XtXHYr3QF4TqJbG3TcKpzbcdSVgzdXESudBzhGpjCWYX9vhkqqkpNgAkYIb1Q18iJ9Fb0i4791NG69GLtn2EA/QQ6ciUj1F3nf28MlyC4iZFBYs2wPM5UdJ7O7msiOaNhvap1BVgtB1Ow24ByXwR1hCw5Mm4+PtB5WMWYUhuqD+ZUXSqF63Fv41zYF+3XmxKdq8lMgjPbd6JcK1yT+yYReLIEqCPB/bQEFiYZPHt97ccq7gW8U7Ot3KepG0GdFLadzIcJNErYN/pvKdSFMhOHEKA5AHuFGhls506odeL+MHC0PyeYQ8NQ7+U+9vO9RF1RfAfuNWO97+1Y5/Q8OB2dY5swB9M0Z4xwXi7ZZ7WuYJb1oX1FltvjcNCrRrp+W2lHRER6ljL4eiPV8eCYc248HervGOpsr6R7DfvgcVBPetinOV2fmM7uCBoLuL+TOUpHoD04rXDv4Zx5FPsh+43B8y5hop9LHhSRnBXLvliKdH/g/s57wQQ6M9sQ2TkPpgSZgiIilRDOemnR9WwR93cLzwUtTztotYZ9MNS611zcA7gGoYdCTaEooQsVLoglQweZjqdfNFze0/V3uoN1vPwZ9QAuMysV6J+NdK86Z58TEZE7oQF3W0uPWw60bhdHYOgGujbXXXWM4718jP103gXPhAkTX8UwjJHrjue0K40JEyZMmDBhwoQJEyZMmDBhwsRXMgxjxIQJEyZMmDBhwoQJEyZMmLjBw6TSXH+YFyPHjGmwJ5260p9LttIiDydPiYhIGPUKx6ZzAqQ2aP+V0iKOh7gazqMwKmnQHtJeKJCaCaqCNp0kM2kUKLtcauEc0PpdpYNm6TiwEGaaxDhQun4E6+HFqtq/NpE+cRCdExERH9fmeQ6EOZl+0YJF4DTt43pK/VypqB1fNGcbLCJSsZFGAapvN1L7NxeUegd06CFo523vVKFuAUQwmQ7RSLStpO1SjK6Hv724aI9ICjiFPH2kBVCoUiSn465FSp33KO6H1AJaIVYoyAtK9i7SgmoYF4oF0k5yiP4grZoWrqvSERGRZVjDjpHiQXHMUEo4X8ufTR8aio4JBUMtpK7YsDUci45NHbToPCVE69iSr8fxeq192PSOQe3uiY6DC3tICskyFYGpHTWk7JyylSIfJrSIvDKtaiha9lKq/RtDgJDinBSv5Tjs20rV3gXnbynWa5EiT4G9KuoWgtPNsWYKTgtrqBsxtYP2vbp++rb2FVNxRPJ0iNDK7S/1bz23AntNpu2so00UgNxBPzJtgtRvphjsOJsikqcc0UKY6S5MtRELttNYP7SvtmszwnrYS7qW9vnE0mv7aT63RUQ6ouuWgqMRrrUdTAp1Y4rM05GuKabztO0VHIc0N4xbE+KOtGh2IKDoQ8x1IYU4rpXTrXuiY1uGfTTp6OzfRQgft5Bqk0D0k3WkyG0FaySBVeXz5V4REVmtYS0i14GpdbQkpSUm0zZoT7kIm86pdXtW12WkLrKMwwBin6C8L8LiFzqQsgtq/EGk7T1haSrCaVh/DkDPr4R6jY0qrFghlshUEaZnbIe61mtIZViueGhLMd1FJE8Tmcukyew4+0gLbMCe9KYm0wUFZSF1ziv2kwQ6hkwz4ar2Iv6NPSsT9NRxW6DtetLR43Gv4DoRycWBaaHMoI0sRT+ZXpVZCeO8BaQkVF1Y2V5FbJ+pObm18LzQbPFvXnf2+bEXFEU4OfYNl7awEICO9HveO4a4r7ewb6zAAp4CqEyPYjrnEqzbHQiVcs86meqciW2k7kCklftzdUZAmla387aM6xB0XSkhrSTRNB6Ki1P8u4L7UiYCOkc65j1lAffwGvrLgjAnj+b+sgyxco53BQLenRn7+gWI0JZsTanhmHHt0UqZ91beQw+RdrbrqD097yXs79utl2idsN9SnH2CvfMAYuHc+5ZdrRtFrpvR14mIyCWkPIqIrOIesVJC2iNSr9pQ4KWtOe16S65ey4M4KlNi2iW30FbuA6OoOB+553H+jyGwvIQBbnsQ4eaciXMR4RRzm6LBfMZYjnWfrWYCsIVLZvbeh0iE5J6fpTzi/sdULj57zqeamzBh4isYqRw/NcaY0oiIeTFiwoQJEyZMmDBhwoQJEyZM3PCRpleCIddyjgnzYuTYUXI72b/3R2prSkR3oX7nkeekQMEngaKsuYiqIiEuRFabFWVEnHVeKCI5st6FjdoUbI6bUkUqkpnXgZv2E1oWENql6lkREVlNYF8K5OwA1sFDiAD6lWmhrBUInS2inK6lyFHXU3SAaPnYU0SdQpPriSKgtBat2kUbyWGaW+cSQaRtKQUdfVvbRcG8BDZ666VvEZFZtA7Cp1TIA6KxAGFUCvAdwq53uazXWSzTQk9/J/JJpI+WjxWnkdWVCFerBHE+m2Xrsf3Aw/dFu0wPaAmRHFoHEoEspWTUFM8ncommiAtEeIK60np0Gchf1V3M6lqag3ZyG0xFsQiGUiywjyGp4TjWldaMNlA+iq+x+EvQmhuGtLiEIKJD+0P0a4ZiQegTDAqybLS9es7JqqJxtPZkWzpz/c7ft0CU4RRg3aAjJz7EWLcnsFlGZ7RRHtHyQx9MnkjncbsMlNfuoC+yqmao/gKOWYW2ZCrrhTqMger5RDYz+L4oRlnOxkc/N8dt1Cku9AFRbIplsg2cExy3ppeXfejrb0+OtF9vqt2hdUFZwwDifLQ/tjnGxX7354Qkg1jrGCTKNCE6vloFK2Hu+m5Wd1rfCsqB6LDka80F+4S/TTIrT/083SqyMGgjyf6bYB6y3/g90dZ11NEHakpb2szqdu6h4MBH3WPt99KM5fhyhcLaetIqxGgbbrEfOG9bJfQTRBbjhN/r8Sdq3C9Zt2KdaJNawr5aBROQc+IEAHaSOcIk3wsyw3b8g/sA2z2K2A/6PefREghKfkKrUXyP+X8LDqQDKAUeiUqzzpwLmELZeNC+liwXMlZE8nVONsshJuIIk53zlWNdzgRQKTiqf3OtNCFK2XT1sxdahb4I0F8U1WZUHbJl+Ld+zvbvHtpXd3kM1lhUnF9nGrDjdsnI0TVxeZzge9w7XfYB7gm4jg12VQ1MqS5sfMkw9TNLXV1Hi+UrEX/2J5kL7GfHKlon74Oo0w20MgHm93JlodAm9h/voQ7qSAtnHwwG2tQy1mqNwvV4/5vE+n3Xz4+vol94/2ZdOZ9TMMS6uBfn81z798m+rhU3u6e4+NRrYZiy/vNjLecuD8xV9BHtp8mkisCCW/ZPZnVdqhT7dRTahe8pjtos6WKqVrWw+kAXyymQe8ZR0d6X05LiylXY15O9wXFgf/Jvrt2sr9J8MvA+T2aIBYbu1C8K8M8HhYerYFvupXim5Fyi4K7wvm+YIiZMfLXDpNJcf5gXIyZMmDBhwoQJEyZMmDBhwsSNHsaV5rrDvBg5ZvjhnniuvtavlpFfD9vI/uS8iOQMEkbJhc0pbH6Zczmfe9kdqx3f03X93oU+RRIX7VSftj+v101yvYA4Uoin7apl5X56TkREesg3Xo3PiojIOLMn1bJmreZEJKNIxLCXG0HHYwqGSV+UvdIAC6HJvGjk+TO/n0gxkbvZXOTlEtkU+iMRYeaHU3thjGvvwI6zCo0Qh3opYJ4w1zrxmyhXyxmjv5qxTvMDX89jTnI/UtSmBJSW9ZnNM2eOMJGaFqCgLhB35pcTQaNeQYP5+FkeP/Rjspx4Pf/SeIpymUcNzQKfbBY9PkAfHcDamEj/QpTnYpNR46NsWlrO73WeVczNZnDMMivhlBbEVfyux22NI7QhLdTFBgpL9DDTT0E5zFNnTrJIji4d+ETCkbsO1sXBlGVpsP9HYBNwflH/IEyLjAjOuoxdASSUv3dDnSPTBHaoAdkBTqEtWlYxz/tgChbKHDJ7AFrEAPaP1E5oeHo8pxfbwOCc4HWoW8G6EH3swmaR64bjxTkqkrMtqL3CPPIh6kSmA/UdOFZEs+eZHclc8in1EXwcGIPBxPm+Cw0Bau80Pa/wfTJ3fRGRBvRfuEb2I53rtKod9sEqwqhO56zFZ7WBRESq0BSIgFxujou2teMkLBzfdHQNcsgPE71+iL3SmdWbGWtdxmmxDDLzgrmx5P5AthS1XJZ9LWep4hSO4/ldf4ayJCILZWpsFPeXc2g6keFkZt7WveK65jFkvZCpQDbB4/ACbYNaRvSbdr5kTnFv4lzjGuQeRkS6iz2S18d2ne0vjKabU564h41i9D3WELUoRmDxDEJYsVvFNZHNV5WZkCUwm8h2YVtzjZLivYhrj/vyMjQ1uC7YNpEZW95pEYEnY4777AhsoXSO8VjGPWNnmhTqVEM53CY4J1ol1CVj6rHuxU9OHS+/9WZjxjJRVFZX7kijML3iXJGcwZD1c8Zo0ovRVpZzjv3KTzIcuAY5B9jPvFwvzNdVBWXuTbn36zl70Dk7A101rg2WPZ3bu9h21n0Tjz6ct+xPns/+434UZEyopNAmlicikmKecGy53waw2e1ire1PdJ+Iwei4jL/34DB8AIYUx5zrnfv4GHoqI9xT18D2yO6HLu3V9bhBBFbuDNOJDKc5WZ1M54u/k6E0Rd3ZX3tgtQTQreJz76lENfhCTxnOB/I5MWHChIkbJcyLERMmTJgwYcKECRMmTJgwYeIGD5NKc/1hXowcMzy3I42S6naEcB4pwSWBTjAV6JCQCUJHFmqG8M06GSEMP1bdjoPhwyIikqB8x1FExIEmyRCf/Hs2dqNHRESkUVLNDzJCnowfKNSJLJYQbIwICLCgSpGtdabjyBSOGgvWaRwGRxK4olDZfQV9sVpVBIOI8/5MzjDRoCVof8zni7c8rUTJVoSXOdxEHIl2EXkLk2rhWnXAYO10RnRBRDanU7RF27rm1Qu/9yLUy8n7lSg8y96DXgYRTbIh+kCXAbbIEO4dS1Cpz5wX0qI2QYTPrUD72ZtbkkSxyWjo2joOdOCZzKDm46CIXo9E2xtbWim6oVSgW0LkPcR8jKMiyh0Cqf9/A23bAhwJGmAVkB3DvZTOGW38TobJuZGev+ZqTnfTy1kCWb+CynEh2kFddQ4QpWedHg+LDCe6LNhgelTBWGrBlYIsGqLc/VDHfguOO7VE27SMeTvvQhHO3Cl8DK4dF5kxl30tk/3FMWRZfUuRzQW4mzQdrA0ym8BcWCkpakhEbiFDqfU6Oz7cWbDuyQiKEq3X1jR38KArwnKlOBYx+nNI1D9DiqH5gWVKtJqjS5Q0wLU4n/vYX3y4rpChQqaIDbh1P5jKbNBxY5a18UiqjLka5jYdKlpwqGCbqPEymUHtRUQs0THcR448GSdlzAkizGSk7cIlycV4baW5w5OISNmGbkjSQE/k19uE28+2qLaTjbW0lNyk7bJ0L784+qT2S0kZeB33JpSl7b4EjabGuHPktR4TPX/BOY3jlKFH5wcPexzdKTj3du39rK7TAMg66sb51wvmtFicIj2AGi7pHFuIOh/zcXmMewb2JI4xdWg60IggG2EPDl+rENVYKOdrj5fYmYDxFBJ51+9ZA7L+uPaGWGt9uFctQGNrMNG587fB09r2SJ1KVhxFtSdw7OpHl0VEpOnq/bMRqeaWjz0sd4jK3ZQ83DSXEtV7qgCdH805se1Mde+egAnZSnAPxn2HzmQe9ukEjaUjF+fYPtpggyWwkqoOWAQmXgCHqBAua8kMM8eD7sY4PRSR/JnEwZroyBr6rSMiIm0H+zDWMV1qnrBUX23X18+6p/3kwSmvHBWdpTYS1eEgo4rlRTF1hKBhhP2lYuf3Qe6jvFdQkyyF2w73S+rADELOaz1+owomGMrj88OBr/2+GYzRN3hucPh8BbYXzgvmGKXcOxdnmHqcwYf4kUw5znmutaYHtzR8lqFFtIjnL+p/kU00nmOzxFJkw1SyZyeyucBQw1zcmmo9umG+xngM9cwisFdKmFeZXlFKFhvuZ2CtTDkvcfwinI0adEhMczarCRMmvrphxFevP8yLERMmTJgwYcKECRMmTJgwYeJGj8TS/457jgnzYuS4YVuuDPzNwncVryMiORtjFCqa6Fj0oleUhYwSm6gqzuMbdx8sA4ZlERnR8yLkW6ehooEO3Gxmy3SdGs4lmuwX6sDvp1G3UGfWdZzo91Vby46BbBJRIlOELjZ92dXfoQ9wHrnfmwP9m2jvMM0RY57rhdRY0e8zDQZgNC5QFOb+EmEnspnl3QJeDOYQZLrMpFnOsbZxyaWeB5HnYl4688v1Oyn8VgaqRKQ702aA4wi1VhjUSSGyO8XfRPeIGjpS1Hrg5xhMESLz1OcguhhLzhjxMEZkhJTADpiA6UCthSGQcSLpvmB+WnQLqqE8PZ8IUsZySYufRPv4O7VKXPQvmRBkBFG7QCTPYW8EOq9Op7nCv4jI+bG2m+yXZqpsgjLnKwQLJkCvCAtGgAX38dm0tQ5kgBB9JRrJfubfFeh6DGbmLa+xIC05KnhuNo/sroiIDC39pMtSP9L+rAJpJlJ5PlDUeilSJLRd4v5RzMffhk5HOdMHkcLvIvkYZFoI+CnXoCgeRzQ015nBaczLT4o6MZwbqYX+BKo4TvO1IyJSwpycYI6R2ZBgbs5qjNRT3XOIynOOh1hT3C/IetkFC6WGvYd1J4vgkvN0oS5WNuZ6zV58qfB7nFLPgk5RinoP4VIVz+iJHIZPaXsD3YurnjJCYiDAQaTMBTJFwljr2pOLeg043CSp7p+Ro231wcALsE+k0FN4avBXIiLSqCgqO4Wu1WR6QURE6tWbRUSkVVZns2SGidPDMftlZeTcmX6riIjUgOxyTJfAnmp5YMklRb0NBvU+uH9u1KhvAKZEVGQjzWsYEHEnm4kaJ5UZ+xT+q0n2FNiFLItslgsT7SfuYRMwRhhkW/TAoOF97Cb7G0VExIU7WBVso5arumFTlDMCsyKd00PhfVREZAqNhdjWPaQMbRsP86gGdgnvAX3sB0N7iLprG8haqVq8J+jxm/FDeh40zOhmVyspGzFgOVEfn/ocUfWUweLMuCnxGYTHxnguoG7aVvTZQvvIhuU9e+xv63kRGKRNdZJbtm9BneEMhznVSjvaJ1jnvAdwr/SwdqnHNOT+kub7Au/3ZGlyXnK/e3ikYxWOwcIAS4X3rQXc73m/eizRdT8SHdu6rWuU4zaN9LMJdg1Zb9QYyTVL+JnXldED2zcKy2gDtVfoSFRks07B1ohSOhEVn2V4rSHWNdmeC3YNv+txXeyRGfvFg8MZnqWWSjnb6+LkynqLiARzukmQFMvcqzKWCvqrbmn/BXAsvIxnwkvhp0UkZzzHYESbMGHiKx8mleb6w7wYMWHChAkTJkyYMGHChAkTJm7wSFOrYM99reeYMC9Gjh1ltyFloINkWZAhMu/XPgWqkiDn2gObI4gU4Rn7QCzTouuMBTQlzfL+j/aVj8D6EBGxgQpFyKOP4F4SZswQuKfg7f28U84QLBgLiBAANNmw79K6g13gJUB4oHUxjFUTwo8VpdpKVIG8jPLLuB6Vy0VEPOTuM7+eOiheqH/fE7xAREQWSkDGwAxZBAOk7NDpQcujC8BkzgmGTJMaEMkTSELuI3ebCvkDMHGoj7BWLaI5IjnSBXkDOfC1bl+cIJcd7awBFQwxliecjojkKGw/VPR5G3OALA46X1AHxAf6sgN0cQrHjYVUc8DJHBlJL6vjxNJ/B2CElOwiu2cUK5ITxEVUtewqC6NhK1o6tjRfPJ5jvzBPvA4kkwwf6smQCJK7Veg/qOrPeX3oX/lammNacoobc8cF+ge0brWif1MCw4+ZA69sA47pJay9wCJjCoinPUIbdb5OUv2bLIXQmtMDcvK6RmCP7OHvWgo2AND+YbKD9uvYTIOuiOTovV39JhERacDJichmjfn0iSJwO9DzCX2dK3VoQhCpZw48kXe6I4jk8zZnmQDVnHMQovbKmA4P4bTw+3xQw4HzrkvUWxSJT8E2coGyLicb+F37N7GhJYC/2c/OTJ2pU0RdI84/7ovngXZ7cGLycVyC9RtAS4P7so29ilpQZQfz3ClqRDGqWKv9UPdCHzohITSjZqPhrYuISNtThsaCnNBjwVzwPd3Tail0JFytO5kglbSBa+hx1KHiPKQ2wxlb90KrrgyHHeuclutAu6iqiH1FtDz259DiLBVZqX2niORaKtybymDz1Wzd7MkKor4B1219ThOHzlF0iPKx4OlGc6JGhx09n04m1FngDGt4dHmChs4kX2uNGVaZSL5n5IwR7JtgDTQEbSE7Y85t6QBslgZ0Kea1nDKGHtgbZJT5ovsE91R+X7aaeV2lIyIiFWhdkYlHjZUhWFRjq6hTsp2qPs0idLtWUv0ku2UvVlYS53+tpPszWaBkJUU2dFai4l7G8+hYJ5LvTfOR6aN5ujcteMpAqon+TZc71yZzRxkit9jfIiIiqziOTEo6xZExWnWKWl0Z4xTsrn1b2RtT7M+bVl7nU4HWZcHB/hjpWOzZej+rYOw5NtSZIYPhPNb5aqx7Uhl71AD33AGc9kZgmCwLWIuYqGQj7SVFhllTdA3aUT5XqY3Vg8ZNAkbd6Uh1YGohnXPoTAimnlW8J/LeOQYbk/s59dHGqFwVzwt07Lm5SRcwOsvoeLP0PT+f92QTdkp4tgGB5Clsi1hi2XrleqbLGufZINX+a1m6Jy5C16fvQW8JrDrDGDFh4qsXhjFy/WF/+UNMmDBhwoQJEyZMmDBhwoQJEyb+foZhjJgwYcKECRMmTJgwYcKECRM3eKTpdTBGjCuNiJgXI8eOKPGlBVG+Saz0T1JYG+V1HAPhvJT0clBskbJggeZLgTN+hkivSDOKN1MRlOKZzFG/7RlRNc+FAFa4g09a/UI8DTRo0hl90GynsHhlqk2jqhTZZVvpqzeJtsmdS3FYiLXcobNXaFME21qmy9RtpZuekDvzeoOodGBtiYhINzhfOMdiWoVNkT9SPSnSp/1CWjXF0Ug3jbM8uWIqB+lRtApkCk4d9sAUBSW1VCQXqaRwG+mlFEO7udwREZEl8FBb2blKJ90cFyngNYiwLYPSHc/tRBRpC0EJr8X6yVSGLgQ9SWNdTtayc4ekxINKXINQKYVeKfDI9CZSrSn+ezK5Xc+DKOO8CFtzLoWD1NsKPudTaTgOU/RZlFy561J0b4FChdiRkP0kSyh8GekRS2WK06HNES2b9W/S9klnX7e1rZwDA6TexLCjHILePrB0LTfTxUL9ehCSE8mFbkewFB5a+htT6DLBQuwPyyXtT1pkLse6lkjjp6Ut67aE1LFF1KGBVAXaRlYCCiIW044m0ZV3P66ZusW0M6twrVaWxoBBG2sdhxgPWmn7UNAcwFKU9tI1pA2siKZdUWSYFpmnHOxHFPDEvrCAtIOedSWtmvOUaTYUO/VAx6e9OQWiaTXO+UwxSu7LFQdirtiHmZqTpf9BgNKyiiKENVf7n6k2TF2oI31FRKSBdidIhdsT3cMoPrmanNVrIb1tgHnkYV0zhaYbqTBqx9U0ChdUfKbcRJhztOdug64+wnzl3IqYdkTS/MxSY6oA0z9YxyHS8Mqo0ypSA5gixz2NLr6k91czsVT9nnviNKPeYw3i9zb2xJYUBYF5Hq20lyv5ODS9YrpkgM0lm8d1PXYS0xZej+Pek9n54ofU17lg4XyKgc4LJo+RMrOR6vhuYJxpvRtQ7HpGi/UkRNBLqPNuwNQ6TXsYIG3vwNrEqTpWa9atIpLb804wJzinON8dpKGMEr3X2vaVqZ4ieRpMlsoXFlN5RfJ0XhfPDn7YFRGRCMLPIxzbXtAUMaYU1m3th46laSZM2VrCPYb3NfanTWtXpMk6eF4oQ9TaR9oWx4PzdoI5eeCfy+oclLSM07E+QzCdb4ikxrJoXZl+mqU7QRyUIqu8dzKauEfPxxhpq2PMvSZSH5liwxRI9k04I4BOK/BEdP9bQP803aJAdBUpLlVPP3m/oy3vfHB+bnh6b+F+zPRU2vq+oK3z91RT23A40T7YRervKM5J4vNC3Iw1T8dqA267+f1dr8V78mCkZXL/rOKZJuJYJnw+7hXqOm//bcKEiWc/jMbI9Yd5MWLChAkTJkyYMGHChAkTJkzc6JFYkhq73usK82LkmFEtLcs4UjGpSagCWzbEEw/Hj4uISBwPC+fwTfkQaEyaMRnQ/UA0baA5JYisBbDlvWrM8KSIlvKTgleZHS/YBGSUkH3izgkLUhiWCOd+okhRA+hLjPKIkhDBJBIV2mO0WVEEClIO0q3sGpktZkqWgCK0RNo/m35Sy/C1jOkYyCZ+J8Ph69Jv0Dp4sMKNidzrdVz84xBiq2nG/tC/71nQNi0o8CHTuGhdKiLSh1MlUU3+RtyFSA2vSYSTRVBgkOKB3RAsDSJr+PSJamfWwRq31HXc1qq0Ku2grlIoV0TkwkTnUw0iqiFKmQK5rIkKNXZtRdraov3elCKaR9R/inlKYdhpoh3VixUR/STEAasQmCSLZS9RW9AK2BpE5lpA3sozgptkDpxHO5anqJPDMYW4ogvrYTAcBnPCuQxaM1MwT2CjTERzEgNNxfx1YLW4muo8JjJH9HFRNrKyXcxp31UhPaL5RICJZDoQelzA2qmCvUIh2VZJyyGaTVbFCHOArCHOws2x1uXJ9LLWIwTjBKyNBasu8xHM2Yv6GaMAyDhEDimGSnYR7U6fCLUtu+EXRURkzb1bRESaEJwdQnyZbd4Lde+jDXit9P8REZHb6rpmFxNa8er111H3WYvtEcbyItlQqfY952ePoqy4Ju9eh5YKRk9TnUtEw8mMEItzR+tG+9KVyl2ok/YVGRXsix7EHTmv19IzWV1pJUxGUWbly30A82odbaih7HVYW1aAsnpl7VeuYs7fHhBhii2OwCC53VbU+kzjrJ6PjaiFJTVC12yN835dBMuKzA/uTbTJ5d9kWw3CIqLb9fXvPubEQTQt/M49LEY/ztukkuVBtJwWvAwKJpNpISJyuoq5zbpnz2uwCnWKjCjPLjLHMsYUhGIrFD6Pi7bUFZf7sEYn0PvnMvZbouU7kzLKL15/9t+56DT2LjxklsEeaMOanffOE6UmygTCHuvffayVGgROKTDruwHK035d9cBExcCSkUcWXuxpuUulnFlanbNGnsxZ3I/n2Ge5DWxQqAvZgxX0b4D7Fseae10HluR1r7hvb4s+O1EEey1R8eKbbN2Hx+49WR0muH9xH93HHrWeKquVguUHYFENIAhNG9m26P2QtshkY63EupaG9qDwfTPR82j1TKF5MkTIHJzMMTO1Dvq8Q9ZbOda6rTjsB7L8dE8qBzpXehBl5RrkvHRtiraDTcf5h++9zF4dIsMobzGg8DSZVvp7283Hd4AxmWdd8v5UmtsvyJolq4U23xmzCfttGwzpFes2ERHZSj4mJkyY+OpGmh4/Ncak0mgY8VUTJkyYMGHChAkTJkyYMGHiBg+m0hz3vxspLMuSP/3TP33WyzWMkWPGYHopY2V0KmdFRMQBQjZ2FakYBWRlKNIRIceSjBAB8uzib1rrJokion5AjZIvrZxTKedoNlFQ2u45sNVjGXGi6AcZImS12GStMC8XecrTWOt8CA0RL4HWCI6rWbTv1b7oI9d9QZjHrgush5xtf8Z+bwQEhrm/dSBqJQGKDOSG+cZkimQ2tCgnJqOBVnZJ0YqwBAZEQBtK2K1SQ4NbAME/oipEvWa/oxYI0T2ipBZs9sZgMhCF5fEER6mPQuYC2S0VoH2l1C6cl19fCnUlEkpWB3VSRERWSlWUSR0Ookna3ou+IlwdMBlopUj7vQHmCNkSZIowDmFd6dtFxJiMCRvzuu2cLHxP6sMU43rZejI7t4Q6VJCfTBRqChtHMhx6KKoaAqkEYnYgXbRV21AFQ6QKpJJDyXJoebuA6/J7amAsgVnlgIUxa1/LfurFWjcP1yRjaRvr9oJzTkRE9hxlSZE54oMFMILOyRhsgArWUhn9tx9M8anXnYD9ktpka0G7wAHqChZRPJPr7qFMsldCi8wD7S9aD1OvYw9I8IqjKB/tYmkLS9tJ6gJRp4M2s2TPtSuqlXG2omv2dJ3ItNZrEBIx5brK9zgvYa66jk0bFrRt5OeHoc7vbVuZM7SFrMGq2cZ6L0EzYyLKIBnEWucS9JYqOD7bt7Hvsi0ZXDCHnkysXOOJfV2GVeiCqNaPhXVMRk4pATKM/qR1aw970oqrdVqpFG/F1FdaKFdRd+7L+vsQrA5akjsNPZ7MkU4738PmCCAyjvQ3IsRNTw9ooAq9sGjDS7tz3is8W9vcD7lGUQ7uOWXUnToIEzAlD2HJmoDB14HOD/fS0Uz/AtyXvSlsdj1qWGmdiF6TEcL9dbkCxkKJ611wHKyg46I+FfdKWgaXsB+TRUjNI44HGRbhzK2Z/4YbvJxueKg7r5mgX7TQ+T3eQ9k2mHROwr/BhsGEvKXaKNQ5zDS1pNA3CyWv0Mb6zD2C53BfrLKslHUpMkp8zLcg1o7YiXXfaGZ3YQ322ySidkjh54wdd4BnHeoxcQ2XMbfI5uT+LiJi4WE9YyBFsMnF7w76L4AOT+DAnhv259Qc4R5Gpirvb7xPcd+Y1yjh39xDyXKpgMnmpTkDku2aJvrssmcrm+0UWCVlVHoaF+16F0u6RpYrek2yNDjfIuyNZAPxOYSE0fWq7i/bPua/p+UslnVPW8C+RGaViMhuAKtfbHtkn2ZaIDiUc2NzBGYjxngCRs0o0efeEp9vUafD9IKYMGHiH1b88i//srzvfe+TCxcuSKlUkhe+8IXyq7/6q/LiF784O+bg4EDuu+8++cAHPiC2bctrX/taeec73ymNRuMZXdua/X83x5ETJ07ID/7gD8rb3vY2KZfLX+LMYhjGiAkTJkyYMGHChAkTJkyYMHGDRwqNkeP+90zjjjvukP/yX/6LfO5zn5O/+Zu/kbNnz8p3f/d3y+5ubmTwwz/8w/LQQw/Jhz70IfngBz8oH/nIR+QnfuInnvG1RUTe8573yObmpjz11FPyrne9S/7wD/9Q3vrWtx6rDMMYOWY0KydlydXc1gH0M0KgzUTUMneEQBGyCAhDAjYHXWboBFMr01lEP+kWMvG3cZyPzyKDhIrys7+RfRJDQ6TsaV3quEbGIMG1w3iEugGVBnJMVJDsjSHyaVupvtFjTYhmM8+X1IYalPRrYJDQIUJDUSIyGBhTIBDUELgpuRPXUsjiKetzelyiSPDn7E+IiIgLRkQo2nYX7BWi5a4Nxw2g3AuWotrl7lkREemhr1g+FfhFciZDKMgZFrrEQLcj1v5o+XrcpbG+a+xCjX9qa9l0HqD2QM9WhD0Gy4WOJWTWsA/Oj4DEjUcoFzoTYL2cTnK3H7qdkNWzDY0El8scr0FrCeoKl4S+MC8aDgJALufdQMgioOZCHUwFtq0DVGylpP3tA9Xqg2FBBxiq1YuIVMAGYv8+bT0tIrlLAdG6it0u1I153V3oS7DMU5bqqFRE8/lH1BSJ5xTxMwcZ/Vy1tB5jjAd1WZIjFPTpblBCu8eB1oUaC+ynPnR1YlvXc4A5EYChsGyrhgDZLovIbadGA12BqMmyDgciMleIGrJfGykZafmbc2pWEIltYD1yfvHaLjQvKmgT9Tz2sPcQVaWejAMNmBDMk6WatmWSKlL6V77qBH0MfcO2d7DH2UAw+1gHIiIu2kkXlSfirl4rLb7pt4Go76aqa+L7A7S5+J6f7Dm6XVHzhpoiQ7jXDILNwnHdRB1matB6YuyFj2X/rnqqhcP5uQn9koan7RuFuvYuoE4d9yYRydlxEeb7E2CzdMbQWEjVYcPDeMTYL6iJQa2BS4n22xRj//ABtHQwB+heIZIzFrjPccxvquo+QBYag1oke5MI/QLEHjYzYTKni4T+PI/53gmX0VbsA9grl5JF/K1zaccpurT4aa7N1bN0rMhCq4U6j7jXkLFTiXTMWhaRdv08BAo+zphJYIRgvWc6X9T/mtMsIuORuktkIzpz+4ZIzvqjAxmjU3IL/bYHug+ZNGQ0UrOJ/UTNoAHWFl0+wgk0o1Jqjeh64fonW6kBjQeGK/n48r4UW1qXZeyTUzwP0F1qhPs993qyJw7BgNjEtrgYKmu1TpYW7l9kYTE45/hBlyUGe3OlAoeeGa2TPbhHBWGRwcggezLAtdtgsZ60da2RVbkf4D6EfuU9hvpSXHM1sFUGuG/t29RD0Xqcjs+KSO5sFFkz9wjM8UNL2RIumIu8F4ZgfmTsVJsMJuj4QGOEzCYvc7Gx0AawNTBenDMrWBeL0JUJwbK5PKmiPLDAZv7Hh2yg7TE1frRfeP8eQAeFdeG9kCythUDnzrk59zquTWrBmTBh4qsfXyuNkX/xL/5F4e//9J/+k7z73e+Wz372s/Kyl71MHn74YfmLv/gL+eQnPynf/M3fLCIiv/mbvymvetWr5D/+x/8oJ06cOLLcxx57TN7whjfIJz7xCbnlllvkne9855HHdTodWV/XPf306dPy/d///fKpT33qWG0wL0ZMmDBhwoQJEyZMmDBhwoSJGzyeiV1vv98vfF8ul4+VisIIgkB+7/d+T9rttrzgBS8QEZGPfexj0ul0spciIiIvf/nLxbZt+fjHPy4/8AM/cEU5SZLIa17zGllbW5OPf/zj0uv15M1vfvOXvf6jjz4qH/7wh+XHfuzHjlVv82LkmLFo584E43C38FsA9kWEPNxKSRELIpn8PmOUhIpYjqaKUJY9qKfDjYbnOXZHRETipMiwyJkmOYIZQjskyJgg+va+PzknIiIlFygK6lb3cnbEbJwSdUtYALJTsanuT8RDj1skEwII9QFQGToXNGw6mdAlJNcVINLIXNUqUKmlVPunCy0SorJLoqjrwCm69TQFmi+psgqIouzZikhmDAiwYKYZGq6Lnyr/p0RdKobpIK8rnUfohMFcbJxzKxg5JXTI7lSv3QHbYgvJ8iyHec5E4sg68mzqntiF32vQWaBOBaE1tukQDjP6k1Oo2xDq/ERk19Nb0F7mWCvC1kB/e5a+qe0L3Th0fGpgCRDlY+47tTEYIY7vhWRIxPge7AQgmiv2bdk5K2gXUc/NSFk7SyU9hqwU5otX02I/RbaWPUJbL6afFxGRfaCFZCgsp1gfqNNUdM5Z0IY5cHQcbKy5oXWlI1QT7gYryIunJsLn049o/zj6O8eamhUcK+qpzCcwktHDNs33rw90cA0aMnR4oAaED82SWW0c5qJzvYYpXZXg0IIyW5h37Bfq8HCeUi9mlEBrCOwhMqmWoT3UAGJPFhL1g5i3H4DNNbAUfY3Q/0GS60o07VW0X/uLzLmq1dFrgjW0FivjqwEm2H5J94mnk/+H/tD1SwZIq6QsjHGsYzoF085zoCkAZJN7KIPsOj/GPuHmKDf32WiOabc/URYL12/F1Trv+uruc4j90EXd6tBw4Vp8RL6gfwPZtyKuaSDy6WGhbmR1cY13/XN6XpBPsiDU+jsOdKCqyngcT5VdtURdKKs4//Zxv+ljH14Jlgu/01Eqwt7I/aZrXdL+AgsrY55Bi4Fzg3spj5sNOgzV4CxCXYd4Tveoh88nMT8fmuq1VuAgROcQMu04p0ahHj+Fe1vJA0MFc2GE+yWPr1W0PGrodJKTWR3IWKQ2TuZaMsG9FuzJPnSTdm29JjWzLLBPTqYnUQft364FnS/RupNpFmLN1N0ioymReeQeGhpprj1ELSAyRRerus9yvo0D7Zcanguow8Nr1lydr4uia4r3xS/CSS7ItMv0vA1H3WXq2C+GGEfqe1B7ZxcjeTjFfJ/R7YjAbunZykgapLpXr1g6jxegVUNXlAui9wA/1badDvUesAJ3nrMeHfa0/C6oE1Po/mzUdI0uxVqHE7GO6z5ckyoYTzKFxnHuADaNtf4n8CzRxD2T/3+SzB0X4JM790ncIp7AIwjd8MhoOsSzC9tKdhGZJZcmWqcRNUxQLoHg2f9NmsRFPTTG+UDX3kak85cMsihz6ysez/vWGHtTiOe5fnBRTNyYwfWbpEeztEw89yNJLEmOmRrD40+fPl34/t/9u38nv/zLv3zN5Xzwgx+UH/qhH5LxeCwbGxvyoQ99SJaX9Z6ytbUlq6urheNd15XFxUXZ2to6qjj5y7/8S3nkkUfkf/2v/5UxSn7t135Nvud7vueKY1/3uteJ4zgSRZH4vi/f+73fK295y1uuue4iRmPEhAkTJkyYMGHChAkTJkyYuOGDqTTH/U9E5MKFC9Lr9bL/jnqxcP/990uj0cj+++hHP5r99p3f+Z3y6U9/Wv7u7/5OXvnKV8o/+2f/THZ2dq67LQ8//LCcPn26kGZz7733Hnnsr//6r8unP/1p+cxnPiMf/OAH5dFHH5XXv/71x7qeYYwcMy5MPikenATKDpE2fbtKBghjCo2RBDnBraq+hSvZRYSsVVH0pT/VN+zJDIoqIhJLkSlSLSMPHQigSI5gjqBLUnIVAauV9C0dGSJEOFkHImfN0gbqCn0TIPhtaIpQz4AOL3WHLIyjUQfmKm+KooeLaf6GkD73zA3OVd/12hUwR1ZTrTu1FohM1KAGT5R/iv6JpJi3HOM8js8GECSyDg7gkkAUi+VXZrQaiIi144XC3xtg8dzehpaKo225pal1HwGkuynUsaJ7xAT5/inaVrJv174ACtMN4PAC1HATKCxdVlpgUFyyVO+gI/lGQZeHCMyNdTkrIiIumCRk5nBsVmMdcwe/k9lRBvo/BGLJ/PJluHpwrOliswMkj7nazMsnPFa34baANm1H+fvYTHcEn+ueIoxt5GqzX3zUvWcXWTAc4w1bETrqp4wxJ6hJQEYE9VeoPzO0c3aQiEgdrKO66OfAztd0APbPZUfzx8nQaVrQh4FGQg1slVtE21JJoP4PpHwIBH45LiK+7H8CckTmyax6NMTaDoBQY04sujo+804QIiKPJYo2E3VesnQ+LqVax91E20/NmzLW5ipYRCdFx6Gb6jzbtcBwSumko2O7YxXHZQ2IPefiUnqH1tkiOwYMM8n7/1L6GOqge84ZT6mWdNIh84Y6PH3MT+oglcGuIgtjEGl/bQ0/gysQr8V+Az0mOngRTbehMRCC4Rdn2lD5PjwNoBEENokNBojLewLKJAuFbWrIcqGf6MS1nqzM1GzGsUiKmi+JKKtgwdLr1NCfdOi6XFHNIbLvRETaFb3GONFr9lEWdaEuQjfiRKrIesYewjwlE4JaC2SOkSmynTwqIjkTrAxtkUz3CvN6gL1sCWyDm229HveTUZKjk1+0dcyoTdMAK7CE9RnAIYT3jio0SfZSdbx6Klb9Kep8NSvabxH0wDItLReOZ3OsGjq+sQ0N/E0m5lPB32R1JQOHLAHq5gzBgqihv4ZOV0Rm2EDYP8hqY78fwk2JTLK6ReYJGJHYs6illcXc+t/zdVw6pZzl6kD3ZG/4sF4T/UHnN5Y9hZMeGU8LnrI1yQC7HD+kx4Od5drUuFBWYgXPDa1Ez+c+QWcnb84Zhlo53VSfF1bsm7M6c0+PwY6YgoHkYz/uYw3wHlHB3k3mDh3Hhr4e1wrhEJWQwaPPQGS1hEM882A8JtAD4r1iDfu2BUYfn4lERBbASl2xi/dKuipVcGtcrWpdW3CN2ZnoWO5CG+fiGCxasFO4t59wOoVyuzFc/2KwRCOyjPX4ukPHvqsjx9TLqeE+PcT8HIR0aqLOCZ6P8PdeSL06rTTnko/9ZRwUGdUmbpxIj9BWM3FjxTNJpWm1WtJqtb7ksa9+9asLTjMnT+Ysynq9Lrfddpvcdttt8pKXvERuv/12efe73y1vectbZH19/YqXJFEUycHBQaYN8kxifX1dbrtNn0XuvPNOGQwG8rrXvU7e+ta3Zt9/uTAvRkyYMGHChAkTJkyYMGHChAkTXzKazaY0m80vf6CoRojv6wvUe++9V7rdrjz44IPywhe+UEREPvzhD0uSJIUXLbNx9913y4ULF2Rzc1M2NhSkeOCBB67p2g7SySeTyZc5Mg/zYuSYsVq9O9OqIFpNNKtaBwo7fUREckSyhbzkuqusiQh5/IwIDBF7Dk2tlPUNHLVGJr4ySohGVpyFK+pHRgiZH99of5eIiDQdPecRIGqHiaLejZLWqQSk2LO1LXxhTLZGSJQVKMwCyiOqTdeEDtgZcaCoiwNNg6rkehR7QMSIcBE9orPAQrmEuiDXOgCCC9bKqZKiMbcBSSNZJXaonq6xGilyVAEiUoY2A8tdCnQcdyNFAYleLUjO6LHwBrUCJXbm2S5VtE5naooWrVXIYNDjR9AG6IV6zQCIDXOL/aKBQeb00A+dQpuaU0UTy04x623V17YtlvNc7AqU66noTzX5KnOhI23XQagbVMvVfm55xW2A+cy2pWg3HU7orsA+OBzp/G6CfXC6rJskEaYuZGU24SpAhgNRNZHc7WHV0vbQceUQbBQ6FZ0E44hOAHRyYHB+L1SBTMYdERE5H3T12lhbdIII4VZzFmwPzmMUn7cxzlHZoQ03GeiVeNmaSAp14zxdLKF/S3rcOpyHLk20rftgo7SAKJ8qwTUFg8+U7gDlJfiC8/RESftxrUaXmrw/zg3oGKLtpObCKTguLdWADgI9tcOivsRGVduNIReAs5IALSV7iOtgFFZxvJZDRJPzmHOCBihl/L0azgh6YVssg2FDd55pAo0b6JvMazZwTxpiDmWMGxdrA0PoR0VBscXKrSIi0hYdFzJP+skm6q4damXaG/ka9Crcm3Vvd6DVQkYB9U2ozVDFXr2QcO6Q6UEXMCC9WGvLHvR86PLFPRB1Wihp2zqlIkK8EeW6U/PRRxkngLhTh2YZDLwFjCX1o05E0GSKyRaEu40UHzDOWM/XctIiwkQWSxvswu2wXfjdxYXm2y4icnukZdIphDo7ZHxx7dFlJYUmTl2+XkREhq6i+yP3EN9r/ye29vee/ZSIiLQcHXvek7uB6n1V3I6WE2wX6txylTk164BEDZVNMJ4SONs0UfZmos8DUzgXkZHE6IPNNR/UeCILg88bB8E5LQd9wDl3S/UfiYhIA45dDu4N8Yz2CFltZMYMfGiv4DmAmmMscwxGKY8jq9JHv/A5g4ypkassgdyhbxltUAYItWP2oRuyZCkThbpYTUvrQUafiEgN696FG5UHpsbN0Pdq4b7O+92Wr2UcSFfPQ503sF9yjwLpSJpgXdZc6qfpPKR2SBzpJxlV3BtrLu/peV3r+K5dQhkRGSN4jsAzSjzH4PAydxr9ewH3jhpYGmScLlboIqbHhdgruXSanh63XqZuCp8r9HP2sYOMEOrC9VIy73jf4vrU4w99sF7xfHEIdza6htH1qww2W1Cim1Cug2bixoh0RpfIxI0Zz4Qxcr0xGo3kV3/1V+XVr361bGxsyN7envzWb/2WXLp0Sf7pP/2nIqIvOV75ylfKG9/4Rvmd3/kdCcNQ3vSmN8kP/dAPXdWR5uUvf7nccccd8qM/+qPyjne8Q/r9vvziL/7ikcd2u13Z2tqSJEnksccek1/5lV+RO+64Q+6+++5rbofRGDFhwoQJEyZMmDBhwoQJEyZu8EhS67r+eybhOI488sgj8trXvlbuuOMO+b7v+z7Z39+Xj370o3LPPfdkx91///1y1113ycte9jJ51ateJd/2bd8mv/d7v3fVcm3blve///0ymUzkRS96kfzrf/2v5Vd/9VePPPbHf/zHZWNjQ06dOiWve93r5J577pE///M/F9e9dh6IYYyYMGHChAkTJkyYMGHChAkTN3ikiSXpMV1pjnv8fFQqFfmTP/mTL3vc4uKivPe97z1W2XfccUdB4FUkZ1df7e/rDfNi5JhRlkYmSzRKIDhoK52UdN1aSenmFHg7Y6t/8wSCkOemfyciIj5sI5kaE0HwzIHgWZww5QapICWl5o79S/jczOpVgzhcGaKrpPpmgo6gR1ZAm6b1H9N7SLEdJ1qnKcTYbNCcT6Tapg1P6ahMRyGt8qI/KVxvz1FBzhAUZQqgiuQ2ppnFZHgexyCVCFZztAwjLb1jKX39fAgrMVCNaY1Jy8uN+Ax6Tet4GRTRFHWdzIgo4kBtO8QxL6Z5mgbreHf0IhHJhS77gV77/x4wRUPppOcGSksdgkJP4TbSU8toI0VFL8HakkKeFDptgg7dgwBiBNp7hPJcpKXsTvIcvy5E5DqwwOU1WcYQIpYTS9tpJUjbmWpbqnYxNctO9ffDWNOuUtgadlxNH6DFMO2PLwYq6JfZ1KKtLNcGLZ4WvCIiVaRwbUGEk3RxjgnbGWEtpUkxvYFj/1h6Ts+f6vmuxbopnXfNUvFP2v4yjStASs2WrecPIp23LUcpfbMCx5NU+9FHygXHjPNwIrQv1fbXINjbHsGeGwKDqQ0bWPy9aymtfz/S+d2EYGEMujnnMcX/aHf61PRBvf4EorlOnspAmj37YYj27qCfhoMttF/XAq1oHRx/wdc6cyxJca9AVHAvRYoBsiooWttCCh33gb6tfRIifauGeb0gWleKioqI7FhaN44Nr03RW44h58AQ832aoN8hksp9I0IqIy3LKYSaZGkZ2tYSREjZrxS1ZH/WkF5YmUmxY3Du9yJNc6y5SJVBuhhFVykc+7StaRW8VzAiWEAzzawXaB0pADlEX7SxFzLVa3Mc4XoQTUNqDVOVREQC8OeZEtMq6bxlCt0K6PlRWjyeaTtjrBGmxtBGuoN5StvqSxDmbSH1icfN2pmKiASYG5+Pdd43OHcgfimSp9CQ0krbd66FKtIemCXC1APej4YQ7Jwi7Y3zkKlMDaRdDWAxyrH1ynman4hIqaLfV3E8UzxSJ2/TnenXF875rPWxwt8NB+mquKdyz/JxD+Y+yVQbpsNyj/NSii1rv06QHjQI9P4fRloO01FqEEj1sdYqSTWrS9PW9kcQ/YzTYkoig2lnEQSIuZZqZU0n8VFnjk+7puk+tBDmmmQ6Wgv9fjLV1Jkh7sED3Isossv726xd+pPRDuqk+x/TnC6LfrYifS6iMPkIZR+met8KbL1f7UdaZjmEWLUU7yFeUhSIZRqig9QnpnMe+DrpHpsU7axF8vs3918KmH8D0qGWob6aYh7TrvcQaW5bYwqaanljzOddWAU/BIFopl8uuTpfV5FCuljS49cqSI8JMbdiptLk+0IHqTIrFTybBFqXnTjfk0VEXOTpMK0nxN7TCrUOFOq1sGZpu17zdC505WE5KpgyboQ+TZh49mPWZeY455gwL0ZMmDBhwoQJEyZMmDBhwoSJGz4SOX5qTDJvbfYPNMyLkWPGMN2VMIJ16OSciIjEYAcQNTntfpOI5MjZ0NI38EQwKNSXAh2PINbmwOqxWtY37bTACyKiui18DzvEGSktz1FUKEPSgdQ87XxRRERGibIoxkCdaUU5gJ1ngrJa3kahvdMMfYE4KwRNB4AXe2g7BSH7YCW0E0VZifCNZiyHW4ki4ychMJhUYMuJfrhoKRpNu8IyEDMKudIyl6KtyRziQFSVdsBnIApKVJUCZ0Q+MtG2oIiUzJZ9sqLIzMm69m8HBJh5i9SKQ+SSYrO0/tO/oMEmJwFMOrDrZYwiIDsUkLSOtswCeUNGUd72XlBEodkuii16trIg9oF4sX+IGNGGj2Xv+Yo6XQBLgHNkBJR1OdG5siQ6Xw9hUxljLiwnii4uAgUnQr2PckVyId6TKeyihaKd+ulgPtchuEkByM1U0T8PSDwFkGmzy/nPfd5KYesJRI+CfhTaqyZ3oo+ep/VCG3fkXFZXCjSOUSeiotnagdgimWIU8WyCHUDrSq4VMpxKYBUQwQzw/Rg20jyuG+n+UYMd7Yqj1mNkqlgzklFjsNmI4k1ibQ9R1zFsvWlXSpZF29W1SZR6AsQzgbilDQHEW62z+jc6+BCIL5H+Mtg0YyDsXMtsU88C2yPNBVFZ/3EMi2oIltYt7iXoH6DKTVFk0gWrZ5xoGzMhabB+ljAPOQfGDvZTzAXafLalaJ8c2brPcNy8mdsl994I9rsV9iPbDavWJhgLNq5dgzBhxjzI2G65QKZIvq9QyLcJFssF0XGbgunTQN0cCEAuAMVdKeWitmSKMLj+KXzcC4r7aM2hQDSsxfE97aZplTv/DMV+4tqiYCpZQbQF5/zmvI3Rz/6MKDnXFMfITR2ZDSe4UtRbRKREFVo0mf1mgyJMi/byjJ2xiEhflJXQoE11quuA83s/7RWOn2079yaibUvpWRERWY/BrgCthfsjGWYNMJH2k6e1TmAoxSmOS4qWzrRJrkLs9rAKm/AK+jctPs7RJrkuM21Fv9Cetwo2hexG8aUAAQAASURBVIt76SDVfnDxjMJPr6IWy5yv5YYK2VFws2XNsTawxiaWjnFPdL1bSZGl4ae6H9DGmqyX3fSpvB1k0FDsOimK/0a2zqdDS/dHC3OFrNgtMBaytlhFVpA9J7VXnlujZJI9HcICOoSgL57T6mBIiIhMsAdxPz0tXyciuSUuhUxXarpfLnT083Sg7a57mANgpJI5kt0PsQfRMj6I9L7ZinSfITOEIu9TsG97EF+NZv5HaYLCKV5bwoPR4agowgyiSPY3NFhlzdPngjaYvGTXUsSa5gNXC8MUMWHCxHMxzIsREyZMmDBhwoQJEyZMmDBh4gaPr4Urzd+XMC9GjhmeVc0Q20ZDkYIp0CTmppMpcqKkyMMEtod8239QViS0Qi0R5Pla1JkAcrQ/flRERPxA9QAa7XtFRGS5qkjxINnJ6tWdntNrTb+gZYFV4jWRX4z5XkEeN/Oax4Ha69FSbeopWrtcV+ScaArZGTtAQpmH27O1btQoCWNYXtpFpkPVytkM69AroA1sDGSSOe0u6kbEKwRCSSYCETQiwEtAv8hIYD7uENoi0ymQS6BXRDypLZBZENrIp5Y873qC9q5E3ygiIvtTIIgAN8lCoT3pDvQeiPhWHFoJsm36wwC2vHVQSIhZDeC5Sg2BOZdeIfgb4nr9MGdfTIDQtoCMkc3DnP4WkLJD6Hkwv3s8gZ6GRatg2PKJlr0AxgOtcwfQEmhYee66SI4Ysc8ObZ0zK5bOOdobDsMc/d1AnnhWBq49RVu2LJ2f1RjaCkBbD8Eqom4Jc9Q3gPTWcG0i7MwX79pa91Ox2kcuu1puBWuP12/EWucDK0feqdfBXH/P0f6k1hAZC9TGqAMRXoCN6RT9ybqcjE/jb20T5yH1FBKwDYjsO7CfJZK5lChiaYM5MZzRzqGOCeu24Gpufxl1vmh9SkREVsp3aVvAEBmk2t/UBPJEjy+BMdYH6h2k2hYi7z1nr9D2E4my5ypYq1OLVpCYM0RCrVy3g/oyGSMGFsMMXpttOiF3oijYyVpFhJJtouZAFW1hnav4vZHq99RF8bE/UEvmSev/iYjIElgyIiLtZAHHFLVTyEhqzKHOZLmRpcVrk0VBZkJpzu44Qtu6WLM90f22Cb2DGuqe6SnZOt8vzxBQyDQ47en9pgH7XFp4XkrI9IJWTaR1WwZbjRbX1GDgvaCSFpmLQaZnpVHDHBpL0QZ0gfbAYJj0MT7Lkt8ziCbznjDPHGN72U9E5Llv8vcy6p7C1vQy2Jvc+9cS3ft6YMXVoE3iWcWNl/dB6uDEM23dj2h5j/6xSnPnwgpcaPusUaamiq1r8zBRFkDDK1ouL2Cu0XI8RN1tMKH2UWAdWiIVHNdJOqhXvt9yPW+RRYh5eAL90Md9+rA8xz4Es6sJVhXnOxlgVbSFjFFq75BBRbbbEPcOWhnbaa49pr/r+Yd4nhHJdU7IDKPGCNkqtAwmE4TPIg1npfD3/kjZs3zW6dSV9XKq9E2FOnAf4rwexlrncUAWnnZ4BYw2ahWJ5NpU1BBq41nQz1hbvMdiTlg6Xz27eN+nVs5WXLS6X8f4rKf6SevsvHyy7qjTpt8ulmABP8PSoLXwgQ+miI/2Yj0G2DdKJF9atBzWv4egwZKV2EDdyI4b+ltiwoSJr02k1+EyY16MaJgXIyZMmDBhwoQJEyZMmDBhwsQNHoYxcv1hXowcM/x0JA5QFiLkIyAQIbRAvBqQm1ARzbUScuB9fQN/Mf28HgfthYkPxA65tGlJEeRoLkdzd/hZERHpuReurFeoaAYdbagen/0OtJ9oKRXDYyDzEXLW6dhAxfvFsqLae0AiiQQRPS+LtikAO4NI0H7whB4fKIreqOT1GTqKwDhwl+n66kpDnRQPuhxx5jJRzMenk8Zi6azWJVG3ijpQrDZ0Ps6lT2r5QKtYZxc515Fon/hAZdpwWynN5CDT6eJy3BURkclY67YLVgQZCHRaIZIYgnUyCPT3CtDXjUTrPI20vw7gLDTPOiIytw4dD6LZl2zNvR4miuzP5kfT/WWJ+fFAtjj2e5Zei4g7nTJ208dRllcoszfVfrOhys/56TmKDjbLq2izroNeuoU263XOTz+i12n/M+27kbZpa8ZxgI4JvCbdjHYTRfeGYy2rUdF+cGYYHCK5DgXnBl2AqCkwcrraB0ANfSjubwI1D+FoQE2DFFoaIxvaOkGe685274bqLNIoQbsC/TzEWJdw3Ei0nRdt7UfqdQwi6HvYRcbNXfJirQtQ8B7W1AHm2CgpurAcolyOozWDDNeA3llA0on4cqyYp//04G+1zm7RcWXkoi1gY20G24XfK15HRPJc+slU9zAf+fdPRx/S4+CW1SrrnCRqzr4ajh/Pylxoaj4+nbLOJ58REZFoTlNgtaRI7whrJnOTEWoIVNBWXTND6NGU5ayI5KhrHQyzUUT0n/MfDBLsJw3o1pSTnAlA9xgB+2E3GRTquGF3UAacXaAXUcYYeXZRM4NI7gQOMFUwI05X6ugDvV4n0DotetjLPLpbQC8I9bFnn29wKbrDNDz9YrWi7U0nykwi42y9DLYhCunCIYdtape4H8OlBuIDfdjZrNWKbWuPsdYSHg/E3WUltW1JDmZnx5JlVsVnwy3qRB1C8KCCJ5lBSCYJNRug7QK21cnoHm0ThZQQZWi09MAoGUDvZBEMKzLbTlnfiL7J913qwFD/aNYFRiRnklCDhbooK3guCOFI9ATGjkxJslrIauN4bAdg4OD3E2Ce1cBUmXcZOYxz7RYX669l6V7M+9RlW7XGqPuykmiZDvQ6XFGNEWq2MPbADiDbp2JrufuRPrs8aT+kbcY+vZEq2zVBX7mZGxt0rizoVs08v+zZeg8gK5D3Z2pc9Szde7gPlrA2x9CJojPUbY2Xi0jOjKLLGFlY1JDqTqD5AqeuErTdqClCjThGL8qfx1y6UeGT+jJVF0wkTJutkf5Oxsihr2UuljHPPcwZH/u4UP+LTlEx+kv7bRE0jjGmddsDS9TT6z851OsNonzewsAqY125mF8cE65HLsspdeWwH5yDM1mY6Lgs2jpHyFDrVZU1OPEvigkTJr66kYjMqFBe+zkmzIsREyZMmDBhwoQJEyZMmDBh4oYPwxi5/jAvRo4Zo3BHSmV9+0/Vc6LdRK0PwJaolBSpqEWaQ1wB8n5n8i16HDQe6lXNqW8nqsw+ArIclBS19sPiMPE6JSAas9/VSloWkQvm/FMdfgpELIr1e2qNuHDE6dRUe4HOGg/3/1RERNaaL9RP61YRESkninBQ5yN2wkIbqiVFWYKyoltEc0RyJGcYbqHOisSs2oom0dHhMFa0vu6uFNrCqCGPdwJGxHkoudPhgZokVOBfF3WAqSaKeu04ikTtA5Emo6SZ5PnVZF1QTb8rcN9Ae9aoE2FRx4Q6CHuFMqnZQPR/CDYB0Sw/6hfOmzjaR21L0Vw6CzThvkJEinorIiIDlJm7FQEdRJ5zDYikC/2NyKImiF5rML2k1wITZLmmjKdRBNZLxs6IUa4ioEQhY0f7oFZB/jPYS31RdksDCDwdTvRcupjAXYbOLdDEWGrqnCDjg/nkZCpQh4KaI2R8REDqq9D3WIbrzSG0MOgMwblCZJSaEVwvC6Wbs7oSqTzA32TGVL1FmQ0ynYgskslwE5xvEvsOXIMuN8o28MHIWQVC3AbLyIMDB+dCYgNlxFziuiBTSCTXgxjbue6ISL5XDTxdp05Jj1uAOwUdcHqRzgXOX7K56Goz8vXaZJgx/3+prm0kC4uOEmTVcb/xcDwZblqmzhNqjJBRF4IhRpbLTkCXCTpx6djRjSYBSpuxt4BoHgB5Zt+EIZkhOhd2ba0jkfo25g7XdtfOGXz7mNN9sKTIrKGzzT60WrgWp7bO344oEp45hkCbYR+MPGpBrUZgfcGlivN0CFexKNTrjC2yirQeZ2JFaamxIyIySHSeTTC2h+OirgPLJuofACruAFLmmA2hf0SXigisrDGQ5FGk/biJbqJWUc2ldpZ+T8R5O9DrNlDXqpuj2dRa2PGLbj3rlaKbVB97/rzW03YIV5TQL7StDSSejJOdsMhG2nA6hXKoNUI2SD+GQ8qMHZk9Z89TlqM1RrgWz8MlpRvqWLXSBtoEjSzR+x5ZmAvRSwvXpFbW0IZjFPay9VgR+xKYIj3c433Jdah4B11Nl3EN7V+6nPC+T5Yh5/5CAr2jlIzIqPD7eUsZJ3SOs8GoIfORGiSZNgwZftDzoc5PDc9IfpwzU8gUqVq4N4DZQe0g7q/r0N1x8XC/i+cD7nnrVkcLBAViP9HzN+1z2rZE+7Na0vO4D5GJOZCiZgZZoNR+Esnd0Ri8r82zpdbr2qZ2U8d4e1R0yiGzpOFRc4i/FDWIak555luR8pwmmYN7Bef7QZDP1T6W1t6UbDUdEz7TUXOEz0AZSwsMpAS6KGQJl/FcxTFm/8w7JZowYcLEcznMixETJkyYMGHChAkTJkyYMGHiBo8klWOLr86ms/5Djq/pi5G3ve1t8id/8ifyyCOPSLValW/91m+Vt7/97XLnnXdmx0ynU/n5n/95ed/73ie+78srXvEKede73iVra2tXlLe/vy8veMEL5NKlS3J4eCidTif77f7775f/8B/+gzz22GPSbrfle77ne+Qd73iHLC0tXVHOlwo/7Is991qeOhRkaxBZP0g0V/VzQAvPJspYYN7yGpTw2yXmneskPjfUendKQHXKWv4BNCLoijEAaikiEnn6Fr9hK2oyiBXdaEE3g4wNoi815IsvQENkUuoVjqtA56Pagm4FcoyZP70HtgXR6kNfUa6L0SdFRGS1prncdain+5KjrYsoywIawjL2EtUEIcLQ8ZQ1QJeYRUvrypz5W1BOCznvB4GiT0S1fGgJLIqyBYjeMp//dKxsgzNwBWig7bctzCKqiobA2CZzm/EB4ZSRX0+F9wBOIcNQWQG7OJE518w3T1P0JxCynq116bpdERE5lRJZpkuLto2sEGqVuDMaIw3ovbSBnGf9AAR9lawg6BUcgoXBXYB54NSBoLJ+x4XSfsoceEUViYBShX451r4iK8a1iy4umVNEmqOBYziJdIEckqlBdCnEfJ3Eymohe+A279u0bmChsM4cW/bL7LVEcjYQkU6yCsgAaoOxQnbNIVgEInk+fsPRNdZ2FdVv0j3GAcNrZq6L5DnXHjqabj9096CGxdRW9PCLaKMLR5MaNS8wjhU4xDSga0MnBzKhRPLc8xaQ2CFQVmqp3Ga9qFDHGEjxGBpCa9ZLcG0dwwCMMA/aFyPo8+w6yixhfj6dITqW9k0bfUMUkswnnn/Qyp21koyJpOcQtaaWzfxxdI+gfso41rVB9kYNrkBkjnH9c94uYD6Tk5BpDVB3wYoLbSJbSURkFMEtydVr9GNFzPtyuVAHsqvq9jL6qagfQWeX1Vj7i2vnvK2sAg+MMDJRlrG/rJW0TinmQi2EDgU1TGZcVXi/2YJ+yRr0ZGqOHnvZ1/l6AayTUaRr7XRfGQ131IGMY/N7bAR2G9gqZDytQCtjHBTnSBhpv5Edxv2D+kx0RqmE9azOHvqHa4TaQ/b0rIiI1KkRhH2Ce1AZiPxKSlYnWUS6LxzAxYtuV6dt3WcXStyX9fp0NvOh5UBW0SUwK2ZZhXWMwbzD0CGYn2R20NnpZIrnAOzXNu77Q7SBbktknpCd4WE/aOK8RbjO9LBm2cZponWli9iC5PpBvJ9sWlu4hs6/s3CRInvnAPpmdGiqWUVmgkMHLewPVdzHyIhg/8UYn7M1HQ8+eJ+bQPMpLTJweF2ym0RE1lOtG5le1PfxuWfh+YGaN3x+4HzjHKJmE/dG3iNuT9WZq+zoM0sfz3M76KN2rPvR8xy9p49i6jRBn20mM3/VgT4a3afwbLeAZ8aFEt3mwM6Y+/8WsjJAzsqYIyNo6WRudRZdbfT3Vkn/sVouMqwujHTOHYa4R5fz//MJwIL1wCqpg7G1EjXRH3SRSwtt2sDe4/N5C/e9oUXHQrAVoWVmmCImTHz1w6TSXH/YX/6Qr1z89V//tfz0T/+0PPDAA/KhD31IwjCU7/7u75bRKKd//+zP/qx84AMfkD/6oz+Sv/7rv5bLly/La17zmiPLe8Mb3iDPf/7zr/j+b//2b+Vf/st/KW94wxvkoYcekj/6oz+ST3ziE/LGN77xK9Y2EyZMmDBhwoQJEyZMmDBh4qsVyhg5/n8mvsaMkb/4i78o/P1f/+t/ldXVVXnwwQfl27/926XX68m73/1uee973yvf9V3fJSIi73nPe+Tuu++WBx54QF7ykpdk5/72b/+2dLtd+aVf+iX58z//80K5H/vYx+Ts2bPyMz/zMyIicvPNN8tP/uRPytvf/vZj17nkNjKGAxHJ20vfLCI5IjwEYuzbithQY2HTVnR1Eit62ACaVWa+PeAC5kGHIR07kH+KSRsB7Z7NZyXaSYS9YkOfAGhcptgOBJJaI3Sp4O+TBC4yaNsdydejrUABMgcSLbcGNoBThsMMc5Uzl5AejssRNmpeMEeV+ffsV7JViDb3gYjXkIsdAsWiE4QfaP+QVUHkbhGoHhEdorFWhnZpv9MpgoiIM/PS1AUkE9tEo/iL/qOGFUSkhwhPCV/k+bZAQIFmMcc6nkNTyC5g2vp8/jqDzgbODDJ8KIPsVxGRhq3H1MgCAkJMFwWq/bM/2mDHOJjHZFtQv4DuHzUwHHgeEfl96yJ+135v2crU6SaKoi8I5n1azKcWEangmpdQ5ghjngBFnUY6j5bKyMtPmJdPZojOxyWwsBpA6nxoFGw659E27Quuiw20ueHQ2UXrcxDp2l1N1rM6Mlc/1zEpIt8dIOYnwQYigsvPDEFHf1FbIASLgDoIdLzYwfzm+RwXoud0VXCAiB7aVD8RaWPu50gv56NTKJM58GV8v4qxLblFbQUX57O/Izi0UMNlN9E+KIOVxLx/slwWkd/PtcY1vpDkLIER1v8Q2gHUpCknuhdxHTfgjEEU/7yjTDPuH9RFmUDLiIwP6vx4qHunRGYYvg9eICI5At21u1ovzPup5Cg29U3IImGePa9BdkAAVgXXCvdp7rPrjjrsUAeB8/P2RF/wk+1FHYSBo2O8E2n5C9B0IvrNPlko5+yhEjY0a6Jj1Y20HXRFWivhPhQqe8KH/gT3D96XSkWzmVzXKm0Wvuc4XbIfK/QRx4WspapQowiMkRk3l8CiI5leezFeRZ21EpyXPejOJGDw3QrNmtUq1goYe3uhrj3O3/V0BW2CngL0TojE150iA4Lfr8ABrZ/kuh1j7At93FOr2DeXsQ+S6cA1RwZHjL+fEmWWdtDv646OE9kwe2BEkXVFXRnqIk2gfeOl0HTCMwBvHWRW6DX139z3BgLdE1vrwH7mHjfhtaAdQgbdGGuCukleonWZYmxZLve6L0y0nKP2fpFcW8QDi6E2o9MyTskmxJxAw7zs/qNjfChghGDtzbMI+cn+4RwjE8fFmC/aOn5VaLaEdCzD8xfZLXXM2/EMk4y6LhXoxUzANPVjrE/o8pzv65ppTvRaT4+4n+jxm2Oy4vRvPpMMw7jQFo7tTenRj/J29hyhsT3Nnyd2oC3Ca1IHZYi5XQ2dwrXnn0ViMOp4H7o50b2Mz8FbqbLeLLoKppGYMGHiqxOGMXL98TVljMxHr6cb7OKi/g/xgw8+KGEYystf/vLsmLvuukvOnDkjH/vYx7LvvvCFL8iv/MqvyB/8wR9kol+zce+998qFCxfkf/7P/ylpmsr29rb88R//sbzqVa+6al1835d+v1/4z4QJEyZMmDBhwoQJEyZMmHguRiLWdf1n4jn0YiRJEnnzm98sL33pS+Xrvu7rRERka2tLSqVSQStERGRtbU22thR5831fXve618k73vEOOXPmzJFlv/SlL5X7779f/vk//+dSKpVkfX1d2u22/NZv/dZV6/O2t71N2u129t/p06efnYaaMGHChAkTJkyYMGHChAkTz3Kk6fX9Z+I55Erz0z/90/L5z39e/uZv/uZY573lLW+Ru+++W37kR37kqsd84QtfkH/zb/6N/NIv/ZK84hWvkM3NTfmFX/gF+amf+il597vffdVyf+7nfi77u9/vy+nTp8UPuzKCdeXYgriUC2o9qNZdX2n7fqgMmLWGpqNMQGPtQdSLlpbWRN9PbQQq/rUE6vi+reUPRGnqFIocR/o9bWxFcrryPixEXdCgyyWlbNZmhBlFRLZiTXmZhAeoa1fbQoHCsn6/68KKFBkfTNGZJlp3WpZSYGutqi+1VlJ9kURBrvKMrSzF90gfJwU+nKMAh3bRnhdSoRl11odYZQ8GqqT/Ml3oEEKItPmjTTDLHYECyuNZn8cOc40bCmneCYE2Jr48bH1GRERasorvtU2klTO1g9Tj3eRxrQNsS0sOhExBW6V9ad3V8p6CxejN8o2Ftg0TTcv6PERYwzi3m2SZtVTtoCls10UdFgMtmxR3ztNMrA7UeoqLdiyl1tch8rmTahu6sdKu1917ZDZIjWf6AO0P25bSttcgTNePcho6BQpDUKwPkI4zDrV9Nmi46xWdV8uxpueQtr4l2hYKx4ZIZ4lhCXrZekTbSKo3RFxZd6Z2DBNdPwfSFRERDykRTDcSERkj/SG3hUUqGNZxH2kSW/idqQMnIbpM6jHFGtmGPUvH4TRo+otIneshNWYnflRERFKkD2CqZeOdIP3iKf8LWV2ZJuFir+K6ZZ1pYcvUDxtlLIqu2ymEeblmaL2YCZ1CfJTljaY6bmFNx557E61zYUYrJaQRhFKcI1rnYsoLrUMPg3MiIhKEeu3lxt2F4xL0SwvpLBRljTBeo1jrylU9dbAn+cU0I6bODCzdb2mX+qWC12JqDPuZ/RbE2o/cZ2ntzOO62KPmBY+3MO8aSI+g+CrTKUOkb7D/A3xu2bpG96f5vYH7GkV6PYgi+4GmbrSs4r2BKTQNT9fGxZHul0/KedRF2+DMPT60MeeY3kIrbbZtXyjUC9FWpGOsJhsoL8/V4X3IQYoAx+iL1hMiku+zG5a2gWkpX5jmguQiIhOIO6dI28zSsyDuejnZxnE6t5hiN8L4rcZnRSRPj9m3tXymooqInEzV0ntVOvqbMLWDqXBIL7G1zK30yUIbs7pCpHUrLeYsVWDpbiHVhn1x0f6iiOSpSCO7mOrIe9KsgDRTZ5kCN9/PFFXnfO7j/l7Dc4Afztlwu7pPL1raTyWkQ01sHAdRZt4bmBbLec3xGae6OvlsxGcCEZGWreuaFveXseZo052lflo6thfiz6OfcF+zKBCLewSeM1zMe6YJbWEu7OBevWzruHKfyUTg06IY9GX7yezfXL9ZKiPTbSK9BlNZtqc6/zKx1ZRCp4K6U8wd9xg8X41xn5rMrf8DX/t9hJSdu6tI4bOYLqN90w9zYfmlsl5jZ6LH8H+KmKYTwL6XNtpMNaYtN4NziM+rTMHN0lbdjpYX7okJEyZMPNfjOfFi5E1vepN88IMflI985CNy6tSp7Pv19XUJgkC63W6BNbK9vS3r63qz/PCHPyyf+9zn5I//+I9FRCTF5r28vCy/+Iu/KP/+3/97edvb3iYvfelL5Rd+4RdEROT5z3++1Ot1+Uf/6B/JW9/6VtnY2LiiTuVyWcrl8leqySZMmDBhwoQJEyZMmDBhwsSzFklqXYddr0mlEfkavxhJ01Tuu+8+ef/73y9/9Vd/JTfffHPh9xe+8IXieZ787//9v+W1r32tiIh88YtflPPnz8u9994rIiL/43/8D5lMcmTvk5/8pPyrf/Wv5KMf/ajceuutIiIyHo/FdYtNdSBEmR6TO7RUv0tiIPF9oKQukM4l2L4ulxUpc2AjO7AUffFTRZAy21lUaSPVlzw1oOMU+uzhgN2pIkNRDPvKitqnBkmOWo0jRSTJPLCBcgwgihgAmaF1KsUsaalaqyuqTWSTaAvLIUpOFJUsAzJFWmW1mzyVaJ8vA80eJrSvy9ExovS0y6zhk3almVUjROso5lVF/9AqcB/tp8DbAtpGIbckpWiafi4LxiWhuCjQHNh3epmFZs5uIYJ2DmgpGSQZywXskwraQIvREZgQe7GiSb3JOb02hN28kvZL0ysid5kwLFgb9RhoLqYpx6FiK+I2lNzulAgY28sxzFgsUmQHlFxcG8h8GRajJYhV9lJFR4mUhQmFJGGDSKtG9Nc2mA+sK+cOkaPtSMdrauXrNbNkZR2BjnJtcMxaMZhPELGdQMjtVlGRygksFilISNbRqnVboY592CG3YQnrQVwxwT5QwpygrWx/Zi60IR5LdJWitHUgkWznAspmXRawJqewd9yHvekUa5L9STTahgAiRYn7E91nItiolkrKBlisv1hEZkQwveWsrgn6h0wyCpBOwZLK9i7UjeyTczGulcD+u6x7E7WbuOfEKD+ItC0eRC85R3hcNmewX/QiZQ3EGK+yWxTuFBFZdFTQcYw1FAOdblT0BXYAO2OW7XBfgGg1EXQKok6soggr15gvtPmk0KSi3D7qznVEVHbNviOrYwmsCs5fiqpmawvzL4LAY4KxZ93JGGlKzuwQEVmCHS/Fmiko3QMay7lH0VWupV2sPbZlN30qK3MSFW0zbyq9CP2k/dAFgk5W2gjcmptDvc9wbZSx9yxY2K/nxBRdqDSWIAZMkfCs/8AgIVuji/ElOk5hUBERn/2G9q2CLbEBQUy2c9vS+1UAQW5+T9R6ccZWVyS3GN4C24JhYa2SPXhLck+hj4YWBTv1/BoYDyL5/SfFvCMTjDbG3H/5WRHaRBfn3xScyJzRUBRO53XIPPHBRuKa5j2DDAruQztOznprY97wHke2A8WQyYCi9XWndKZQBz5nRGAqVstntV9Q50Gq96OmBbFc9Anvm2SQkXGzAFt6jh/XT9XORVop3s09peWcQP9pHcikpQjoaUvZhZx/++nT6Kd+oX8qc2LuWZ2c04VyKW5NxgqfmVyWM2OHTEYSRa9rmY2xznHa8LY9netLFd0/xhFZQhAidvX4hbKLtsOKOcbfeC4gm4Ni7xUwoxy7KKxKZsrpWr7GLk/1mtu4HYdY5y20j4LDZIgMYu0n2kfv2so67oiORwtW9xQH7491rw+jrpgwYeKrG+l1aIakRmNERL7GL0Z++qd/Wt773vfKn/3Zn0mz2cx0Q9rttlSrVWm32/KGN7xBfu7nfk4WFxel1WrJfffdJ/fee2/mSMOXH4y9PaXr3X333RnL5Pu+7/vkjW98o/z2b/92lkrz5je/WV70ohfJiRMnvnoNNmHChAkTJkyYMGHChAkTJr4CcT2aIUZjRMNKj0uZeDYvbh39duo973mP/NiP/ZiIiEynU/n5n/95+W//7b+J7/vyile8Qt71rndlqTTz8Vd/9Vfynd/5nXJ4eFhIv/nN3/xN+Z3f+R156qmnpNPpyHd913fJ29/+djl58uQ11bXf70u73ZbvbL9ZLCI4eHM+bwV6JlHmCJEwH8ha2WK+tMZhppqhsShF9PQQebcD5B4TjVhGvv9sPCHnREQkInsCWgttoBlkaXgz9q4iIp5dHAMiDINYy9mydlGeIm+LriIVoxg2iMgTn8Bi8yBRdIZWxquwLt2wO9k1WvB9HIS0pNOLrlSAFjnMr9XvtyZalw4YOEh9lW4Iq8w5NlDDK7aRlndrVTAo3BR9od+PY+b3Moc2XxL9AGhnjVa3+j2vUMGlaWnH/qNNn5PZ98qRwf7PzkNlu75+cnhagKAPfdj8UvPFzcfPx7lRQtth/e10Q+seoZ8f7Snys14Fwo6L7KLSXJdncB7RqJ2JXvQzY50T39zQOXYKjqvsm4sj5CyjXidq2viKo9+Mo7zOQ/R1A+0Y4+823BqbSIkehOyf4t+MOsaBdS0fcS2tk36/B6vCMgauAsBu3h6xF+Rzgf3EY3lMhtY5xTHjmPO4HQUHs2szphjMABfPLEJx/kIZ7C0cjymQtbkyt1603frJ+cI5UfeKCCPtTFmHuou1Gen3XFsrVTLsClWfQTL1c6lcnOis69NDRccfsxShtmE9OmuHTDZQyyuhLjimSqtg1hlMDo4V2sL13MdE3J0G6B/qy2C/wRxYKoGZxvk/5bogYqrlcV73gpwhQfR0vazI+zL2lj2skX7ItaTHjxPeA7Qu1OG4pUqLZqCzIVkqGgdhUWepAdt0Xn+lhP0YqG4fTJxlN2c6sX8mOIZ14r5bsmnBrH/vAHnnvaPtYl/GeHCsuyHYLLiP0U72toreK1YqtCjl9fRz3wcCHZJpceUjyDLSWH3MS479OC7eM2hpu1GB9TrWZjeglk7RanXefrfuFfffbdxryEhrOrkmg0jOepvV7bjd0vt9Gf24Geoxjcw2WsvaAcPsZKrPHLTAph0tbaoZZDyQ/dICK5HsFUYlPVojhjEA+0skZyLti44xmY1kyrQSzEdgZnzG4d8TsFw23OIzyOW4q5/QgKGuEtlFXHNkQAUol783sM+cByuOjCGRfK8gq+QWS8GsGtY15yGtmDtgjnENPibKnlrEMxGZkz0wxMggq2baGGTwgSGCtmd6SpmVvM5FPuOI5HbEX9fRdt3V0nZXHepR6bVuqkGvpKyfF8Z63q6v14rmlsTToyLjhLts1S3O3zubWqdTKJ/fHwRe4W8RkSdHeq2nh/rlIdYl7byXsLfw/rLv69qowDL7fKzsoUM7Z61q3fX8rfFnRUTED7Zx7bmbtgkTX7NIRSSWXq8nrdaV/z91Iwf/X/X/95L7pO4eTw5iFPny3Q/85t/LfjlOfM1Tab5cVCoV+a3f+q0v6SAzG//4H//jI8u977775L777jt2HU2YMGHChAkTJkyYMGHChInneqRiHTs1xqTSaDwnxFdvpHDEkgpQux5QQOaqLiM/vOlSy4HQXLEMC9/TnWUbKKoPPYXMaQD5zM20mCftUxPCytXr2yncY/BOiGhfB+grEYYc9S5+Ep2esq7IO42jpcK1ibhVHC03CToiIrIFlXRqCZSlVjhvlhxEdLTluaiyVnoBKultgHRRSv0H/WKjRp0DIOtQdq8BNSFRhG0iOkJ0calMRL7IGKmgzWQn+HFe2R7YLQ2XZelvZAXU59gnIJ1k/UjUmSyDDPHB9xbaTjR1Ed9z7oxRzgJAwA7qE6Ecz85fAgaJdgCZHeyHRbQbgFDGCiALpe4SkYf2Cuq6UWVdWEc97uZQ50Qb5zfhysTfD9EZZIGsVpD3j7pOZ1guizinTkQtsQrXrGZjxf4ozluyezh2HA/Odweq/CD8ZEgcRabI7CFLiUyTEPWYzqzdBbS3XdJj8lakhfZxHvLanBsxkU+UHWRzxC60IUez2abizYpzhsczr3w8M2+nLs/VhvdDsrLm1wbZFFzX7Ae4WqHfml6RFcN5PQjtQvmlTOJFD3DRJ1zrJ33N3+f87swgGl7G9tEylyucR/q7axH2198nGMx8/YN9BDeV21rIw2cbgEpzrZVw/DDS8s6P9Phbmvr9InQA+LDAuSUiMoqALkOXo+3p/rfj66BMYg/XBHvFL+EaaAvy+Dsl1kU/yTrg323u32Qwob9XytBfAqugG0JnhY5JM9jAlo/17rI/OV+0rIOAelJ6fD9UZJ17VQfzvULtq5DzVa9Vd8qFcptuWKjTJC7umVvQNuDc+5YFZTR0yrlbVZTE+OS53IOgVRPS5aNSuMZSCe5gqEvNidEfLKd4M+b304TOG9AUwfg2XeovQbMB+iAHQa4xchmucieqnAtwi0rZXi2r491S6AfuRTVH27JYwphiPY/gZHJxonPg3AisT2hBtTwyn7SOyyVqumg8Pdbz9vycUdLg/QoOQm24oIUz80Uk39s4pmsVHRtq60zIGPU5z1so55tERKQbgGlWJkvAQlv0uOUynp3YVgzL5ckK2pZrknU8PXYAHY4nhlo27+crWb+lOE7Pi6HHU3NUZ4r7Mfe6cVxH3aHJhUZzLrUwv3neINTr19wTqJe2bRjlz2GXJtAYQl02KmBZYB5y3vJeTbeaOn6HxIj0wqIzEdlzvO+T9Rpiku2DYFNCf7awH/GeTMYIXWtEREZRcW2VsKlHuAjvubwfkYnD5ykb/UQnJzKhyLJ6oqZj+fno/SIiYmHOzDPEqEVmGCUmno2Y1z80YeK4YV6MmDBhwoQJEyZMmDBhwoQJEzd4JGkRILnWc0yYFyPHjgeC/6+sV79eRERiGyrxseYOH0ClO0UeNF0Q6OpBx41Yim/Gw0RzhnctzYU9mCqDJIrhWgEkf6P+AhERcZC/m6Z5LnFkFdknT9IVYlJ0kSg7cP+wi3WJkJueuaGIslR8R+tgI+/26Yg53kBCLCq7Iy9Vzhb+viyac3wxzttcmSratpyoywSdFj4/VZrKbZ4q1S9XiJBRX6OoAdJFzv8WGBJLZaI1ejwREMYXukSMjn6TTGTEn/n9MEL+N9x4YvQzEe8a1P3590gU/XSliPgwr9mfG3vmM/P8ZU/RvSE0HgKwgz49hBsOWEZ0NCnP5JcvwCmBDATm/j8yUGRswS0V2rSD/qSmyIF00aYi22cId5RbbdWDoNbAhaHW5SJQcCJPHBfq2VweaxszhsQMy2WeuNcL4KLCMQSCPoj0+14MhxzkqNOpYdVi29EWrB3m1DOff4j85wncROwsvxx6AJi3dM7gcSIiLboYCJHZFGVrGXS88MBw4lw5CdeaKdYY68Do232cx7qC5YFcdjo70MWin+p+U0W5ROyCGbefu1J1dqEbVD/Vdnh9OmWpY4aV1V21BpaTtULdLtm6J4VjLbsCfaPV+CT6QMvvQnNhO3pYRETucF4qIvn6YD4/B/yyPCIiIk6cazgsQZupGuo5TwEpZ7+yjnTvoBsE95pqqnX7/sWb9e9MbwLslbnJRobNYcD8fR3PfgjkFO5VZLv5SV4AHyDIauNvg4g6HDyW6LT+RU2ALrRrFotyEBIC4YX8UsaqIAJNlgeR4LJNLQ2guw41e/I9rB6RtZOgH4p6B0TKiSUvlIiQ698djwgy2oBrjObOJ2LPvmAf1cAGY9vIdCBizd0gnunfMClq1ZCZQ7YPEXcyOYjq89o26kYkvuxQa6fIZGoAWZ8Aufez88CGAyuATBLWY7Z23bBUqEvG6MIYOFX9O8rKwFhGc/1vSeH3CupMNt16pcia4+2Nc4H962UsOc6FfL/lv6l5QXeUUVS8X3E+ka3RRD+5mG/e3Lyrop+nMdhJOI9t4b2BDJymi3vE3Lw+UY0Kv88G20lmziKYMmSdkJXBfmT/LpXmnrfIMAN7gyyLvP+twvdkHVWy48i6wf4/s69wrbDd29AMGcfQTUK/c30mUtSwISvls13clzDI1LqiPg/1kgIwq57XqaJPtN+q6P+eX8bx2OejfOayvQ0s7D4IW3Slof4ONYXIFFkAjdBPOtqGOJ9fs8fR1SehyxfWhQ22Ugrtm68mU4RMxqN0jb7a8feR2fBcYP/8ferPZxLGrvf6w7wYMWHChAkTJkyYMGHChAkTJm7wMBoj1x/X9WLk/Pnzsra2JuVyUfE2SRK5ePGinDlz5lmp3HMxHMuVIFU02gWSWwL7gsyPuqMaDDbQgJalLAxPFDUYA609jJVhEkSKplbcjoiI1ErL+retCKgFLZGG6PcLtiL6VGUXEWkmWnYV/vZjMAr6JVUOD1Hnqiiy7guYICh7CpX6fnRZREQuTf+v1tnVazEnmQjxcklZK7eJorwlvP32HKJaimSMwVShGr2IyKVUUWgi60T17bSIhNF1owVQhdoNXeTEezaU8/GCeKlC9KqoOcCYzqGtBDqovUFXlzTNUZWVEtB6IjVghNBlZ6GsdRghL3cD/UTdA16DucGHYERsJl0tF0r7PkRd/FDHeNWBmxDYA3XMpW6M48BkmMw4GZDpEYFl4tuKpNcSrRNZKBQn7uNcsiNq0IV5yvqciIjsjhXVP9v4NlxBGSOrVSKf+i2RJ+pxlGy6WBS1Bfg2Oph5oc+e5lcp2tuGyALROBe57BUgksy53ptqf1I7hxoNnZKuHSrpDxPtZzJM2O+dRNdDJETwoJNg6TpacepZXZlXH7N/UcYe3Av6yaaIiCzYqqNBpgdZLmTykIVxNSbZ5vjT2jeY36uV52kbYlX/3+3/X5kNF/tGHPez7y6VHtTfHB37sb99xTEiIs2aruOlsuofPG0fat3AahkH6kAUxDpXKh72D1dRQDpxHQZPoW+0j87ZnxERkWnU1b5APzYdnUMR+mQWeu+JMmG20z7K0v5oO2CnoN9Hifb3SPRzydY9aBHOWVz1nGd0PnroEI5dWLOn6nrx+UeBLRBvOtCUoVPU/jQ/kqyo50EkhBosh9jmiEzmc5/fa3DtUNuJ+8PWtHjtGHvgPlgtO6jbwz3t94XMWUfwib1xplE7GemJ7da/uG9y3Y4A0rP/+kCpL4+1zLUqr8HzwJKbY8ns+hbO0/NvblioKzRdwMhhvR5MyHrL2W+baCf3ZDrcZDooARkfRe0bulZtjrVxVbionQIJbn48Gi73Rv07yu5BegA1ugYRmT56HFmJeo4e+9SgqNdzE9q9Uk4LZWyj3dTSmmCQByGeF9CmXEdCj4vn6sYqnAcj75F+USeI2k6zxnNPj4BSYyY2oEFE9s72pHjO13W0//xeBe23UHcydPQ4jjV1p1YxlJxTYcbU0b93fGrEFK+bO8flj6YcK84Xal8NwfLZ98nu0QNXy1rWIbRwHoMmCV3nqK3FNUcnNM6lFZxPPZBzcG3hmPNexTU8a4JHPSjq8lD7g2P4/E6K48i81eMvjOE2NeeixjpfGlMzRP8+xLMmmah8ztiacj+gjpCO7y6emTZnDI1KWDPcu3gPJWNmF45ldAMkS4Vraw/3hJ6j+7Cd6XLBFWjOrYaRJJMjv/9qxHOBKcK4VmYDGTZkmMTx6Esd/jUNoxPz3AmTSnP9cRUT0S8dZ8+elW/6pm+SJ554ovD97u6u3Hzzzc9KxUyYMGHChAkTJkyYMGHChAkT1xZkjBz3vxspLMuSP/3TP33Wy73uVJq7775bXvSiF8l//+//XV72spdl31+LBe+NHI3ShqTADPJPaIqAyeGnRTQ1Qg58G4j7INE36SkQ0Jqn6t1820p2hmsp4kzmiYPh+qL1mIiIlONcC+KsKKq6DGR2M9GyiK4SAZ6KorFkuZSRp089lNO2otMubDzaqAsdHZiHP4JmiJOhKMhdBgLFd+HUmWjO5NJuWKrRcj5VdDoEUl6TKtqvZRKZ+BS0RypA0O25xRvhzfsFoE7LnvYbtQFasMoYIXF/z6dWg0JQMZwdqN+xIrnjAGMRyGPF0X5ahYAB5UhKYO9w/jMvl8gyg/3GJlTA5mjjmifKWr4zpwhPVGoh0X5cCXWcqfcxG2SlrFfVqYhIF11ORqjCzkT76Vys+hBLqMM3WS/W85r3iohIL1a0qgfnoaeV8CQDtIWoatWh64p2ygToF7Ve2BezTCeiVNR1GUHDZndKPQQtM8RaWQKDJ4iZhw89lYhrB7ncbtE9aRxp49NU+22xUlT5Z+72EvKnG0RzZ4ZvCmS34pA9pbE5VqZCN4XjClBAarfc0tDjy+iHs9E3oJ+o/VB0Wzp0dH1QV2WtrHOPKO6m/Y9FRKRka12J3E1nNEbWRMc+xrocetRUwbwCM2dIxhG2beqbkBFFlwQ/Yf4+0GyHeeZAD11lnOw5W+gDbdPNnrKNFsFsIJOsXlK9JI63SD6WnPMXplq3715RXaRv7MC9pHQrjiveaypAYR1bWS67Y+33C2PtvxfB8mmKfqajy4mq7gd1r7hW96fa+M/39XO5nO87i9hT1sp6bgtaFGXoEbBuQYIxgitNzlajhoOet4hyfCC8+9QGSMhq0fLuXYpwvZyBNxstOLtsjfJ7ww7KakG3wZ3T5aBjBdEiun88OYS7TyNGm4kgBzjewvG8N3Cv0r+piUG9iFU4dFDjpB9SEyopXFev5eIYLWOpzPWvZc0zPw7ggkL2xN1taDTgCadNlxq3iNJy/VPHi5okuTuWRsejRob+vVLO5woZIg+BsZG5e9D5ClOcrJZv7BSdc7an2g9kBVHbhSwAOppRs+TmOnSWMDceH+nconNZJdPGAPNhRldiBUyOW+rF+fOZLsooFxkf1KVhCScqaaHudHSiWxqDbC26LnkY8+Uy3Yb0e7Iy7u6Q7Xklis5r39ag4wqZj3rO02AoUnuFuilkjC6AEUEnHM4ZOsjsB8U1xrGvYaxfsqzfb8CZh2vy8SGcXqLZfYHsElwE/cnnBG9uz2Lb+KxC1hX7jc8RZELSsasUNXC+VWgTmShtrNEQjkhkkC3OkLzZvkHmWEa2DphgIdkt+ncL7j87mNATaITUUt2fG2Cs8jmtJcqULpf0uZcMCT/YkmcaZFF8OfbJc0lT5Hrj2WLYUP9D8EyVJP6XOPqZXeOZMkccRxm/mT6N0Q05djwXGCM/9VM/Jb/7u78rv/7rvy5vfvObs+8PDg7kvvvukw984ANi27a89rWvlXe+853SaDSe0fWsGftTx3HkxIkT8oM/+IPytre97YoMly8V18UYsSxL3vWud8m//bf/Vv7JP/kn8hu/8RtHVsyECRMmTJgwYcKECRMmTJgw8fc/3v/+98sDDzwgJ06cuOK3H/7hH5aHHnpIPvShD8kHP/hB+chHPiI/8RM/8axc9z3veY9sbm7KU089Je9617vkD//wD+Wtb33rscq4rhcjRMV/9md/Vt7//vfLL/3SL8kb3/hGCYKjUSwTJkyYMGHChAkTJkyYMGHCxFcu6Epz3P+ejbh06ZLcd999cv/994vnFZ23Hn74YfmLv/gL+f3f/3158YtfLN/2bd8mv/mbvynve9/75PLly1ct87HHHpNv//Zvl0qlIs973vPkQx/60JHHdTodWV9fl9OnT8v3fu/3yvd///fLpz71qWPV/xm70nzP93yP/N3f/Z28+tWvlk984hPPtLjnfAyDTal6Kq66aJ/ST1Hb2QBijBRVnEDQ1Jqzbm3aSjEMIaCZIJWkF2naiwO7NKZ41G293mqqwpzDRNMBxnYuwjROitS1BoQ075BvEhGRQ4gqLkCgsAbh0w4mrTcnvNWHt2rD07p3QAkNM0abTp0yXq0d+EXaJc9jZlV4FEVrqnUhfYs2cGcaRUoxKdfjRPvjbK2K41FXHoc6n6prOU2sR1KRY1Bgt6Z6/iSCwCYopMxKmbU3pPgniVAUk5tzqMuEYkmrpSBcHRa5fXCL60g1WkfaEIVMGRSAYz9TfJDXp7AeKbcUohPJ023Oj3T+rOM36Jhm9OZ6XcvcqWoHnQrW5ahgeQ5o5ntTPW8ZFPkgLtqZkv4bwuaUqSG0AVyp6Pe3NPPNl/NnF2J8F0fFjXk+zYTCeWWKrYJaPAAlOxddZNttXFv/XiwXqc4cL9emzSTo2CVaauZ1maDPKQYcZHR7/eKkUHRWf6egIMeSopcUB2Z5pDnTbrPhFftivca0Cz3u5qYOLIUgnQH7LKchbtQ81I11raDdXDNIXYI1bgdrr8uUIiwarrEAgnrQKcwE+yhAeIhUkZ1pq3BdWm5j6CVBis1SmfXK90bSxjlfvr6kFG2KKd7U0hyu5QXd91xQ5sEMFtuheDJSOA58tK1a+N7HNWnReqqp5VYrxRf79aHuoaTOz9JMV5CyUpuzFV1tQaS2DNFfrMVxpGlqTAEhbT8T+azqvaCENlVgsb070XGjPe0kZooYU74gIlyfFq47nbNfna1rHfalTaQQnUWZA6QOXUIaTgPpk2fqqtjYBD2/hHQT9leCug2QmncI+v44otWwjt/JptKiG0gFiaLieX6YP46sVSA2Hei8og3vMvr9FOYCH+Se7Gr/lpFKx7SfmpunaomILFVA/0dbDpButYzrcHyYFrSEFKcFjI9L298437cvDXTdPT7UT+4ddzb03NN1nRMN1N3DGI8hKG2j7iNYutJm986mXnMFdW5g3EoYx8OJ1p3z08d+wtSwM+gjXk9EJEW7LOx/h0Omm2lduK5vR92Z2tJAytdSdYL+sVEHHetRlk6l3zM1bLk2KfQbg3NtFHf0ukjNWcOcGs7M3w1ck2uEsTdm2in2aozJ6fqkUFeuCUZ3pG22Ld1fTuI+yXv9/JhzvjM4ZzxLPykkK5KnLzGN55TNdMkQ1yw+OIwjpgdrjLDB8r7O/XUNNxWmwzoWRchZflq4Lq2haVPNlKilUn592m3vTmkpXhT7PdWAdTWal6f54JnQ1/7rygB1wt6Ee+lSpM+tYf1btXykTve8YqqyH+pzcgrhbseu4DP3Mh/7KmzOtJJrTS+5kVNonu3I0lu+gl3ybImvzovEHxVMf+S8MVGMVI4/1Jnwer/Y/+Vy+ZpTUZIkkde//vXyC7/wC3LPPfdc8fvHPvYx6XQ68s3f/M3Zdy9/+cvFtm35+Mc/Lj/wAz9wZJmvec1rZG1tTT7+8Y9Lr9crpOZcLR599FH58Ic/LD/2Yz92TXVnXBdj5Du+4zukVMo3rec973nywAMPSKfT+XuvMWLChAkTJkyYMGHChAkTJkw81yKV47NFKL56+vRpabfb2X9ve9vbrvm6b3/728V1XfmZn/mZI3/f2tqS1dXVwneu68ri4qJsbR2tP/SXf/mX8sgjj8gf/MEfyAte8AL59m//dvm1X/u1I4993eteJ41GQyqVitx5551yzz33yFve8pZrrr/IMRkjfIv0Z3/2Z4W/RURKpZJ84AMfONbFb8RolDbEgb3sLmxnfbzdrLsqokr7zQSCQf3gvIiI7CRfEBGRmqfMD1pXloFctD1loNAyl4JDqQ3RUEutd/etiyIiMop2s3rtOx0REVkTFSZcSPWtfCj6NnU/fVpERHq2TryTidp0ekDtyMZwsTBCXPtSpKhJCjHMEcQaAwg9NmB32k4VKV6HmChFwQ6QXrUtB1ldKykER4G4LJW1P/d9rUMfNnsHoY9+gOAbRNZ2YNEaQog0mlMMujjS/trHtZfwEo/CmmQ40E6Wdp5ESrozrwu9uVeHPGahVPz+AAyRC7g2xUFbJYoA6u8Xx0Xr1pJTtNtk+RREG0cUcyxa6k2gXrczyStYRyH8jbaYPIfXIOskmXuJeeiT4UA0u8gi2pzqXPBjiAKjH8lCeLIPYcg5Ib4LE0WcfTCjukEr+62UMT+K16LN7ha8RIcQyqXA6KJ0RERkAYwcMkMo5rkDgV2KtjbRz0TaR7AuPlnT78lW+F/DL4qIyOlYLcdLVt4WWqFyrQRAR5pAuFpgelSIhIcUGqRQLOug5ZGhRJbLw76KMlMEt+no/D4/1HKenBsXRj/SeT6RnPHQ7+u1TlUVVSUSTESS7eWcmeJ7iiifG2l/705hR51ZFWtdFz1alRcXSACVQVoUb6NK3IcWIV68CeYUBVdF8nlHIV6W/egA6HSo+6t3ST/ZDZzGFBWlsClZW92AaKoeV5+zka7s0+Za0DfF38mU2prkaNhtrTrKLI6Ft9kRkVyskzGYA7VoXVtBnZ8Eik2mQyWz2yxajFO1+bNdvT7FoE/AznMZ7IJZSiwFYcnO+cKu3m+WgKS3gWYfgDXRhrilA2vrc2DOlOyiCDC3XbJZLkx0rnAvxHYrVTAgnEPWGfu5U2RtOTNdOcIY0Eq9h64/CZbb0xnqr99vTilyq38PQqdQ5i0gU52olgp1PzfSOlO4k2txGSzCs3Wd52tgZ5Cd0A3yR6dzEHx9EoPMvb8X6LkUlV0C4yOYE019CmLWFIDeqHFtgG0EQd4KGGiXIdZ6buQU6sz1c1ND+/nrfLJn8nnL/qLg7kGgZWyDNXBxpGVtgcVzAswF2kLbfTCZcB4tdKFFnv19V0uPPzkpzpkexoWMnMu4f1HEteFe+Uh6Au21DvW+QXFUWgdzblDg9BzYLycqWtcO5jOv3Y/Y5uLa5bq/HQq7TdSddd0CM4RrlozBxwZ5GbxHnIT2MdmAFezl88wYiqS2MR79gPdwPZEW2bylUjh9G3sRmblkmt7dxD0YrJcgJuMSfTbDdBpn7FcIdJNSKqwz2H0l/b6La3M/rKNNn4n+nx5HUXAsuiFEwS+MlUk+DdQyPk3oaV58TphH/skImP2NlrXc9K+VEZLZpzu691HU87jlfC1iXkDWtovI/XFFVNmHz6ag6VdK5JZirjS4EMnrbcPs4lrYJf8QI5HcIOA454iIXLhwQVqt/Dn9KLbI/fffLz/5kz+Z/f3nf/7nUqvV5J3vfKd86lOfelb1Rh9++GE5ffp0Qa/k3nvvPfLYX//1X5eXv/zlEsexPP744/JzP/dz8vrXv17e9773XfP1jvVipNPpXFNj4zj+sseYMGHChAkTJkyYMGHChAkTJp6dSFMrSx8+zjkiIq1Wq/Bi5Kh49atfLS9+8Yuzv0+ePCm/+7u/Kzs7O3LmzJns+ziO5ed//uflP//n/yznzp2T9fV12dnZKZQVRZEcHBzI+vrRaf3HifX1dbnttttEROTOO++UwWAgr3vd6+Stb31r9v2Xi2O9GPk//+f/ZP9O01Re9apXye///u/LyZMnj1PMDR23JvfIzTXVxiDyTlSLSGcv1Ffr2dtTT60pL1vK8BiIaokspqpNsifKKNkcfUZERNbqatdZtRQ5XoyVdlSFd2YF+hSBk08+MkSI+F5wtEwn1SG+LfkGlKF/71ia7/lg8nm9JpgmHnQSerYyPCKghsux1vVuV1ktEd60R0DQEotordaHCBHtQmtpbh+54hJtBVoEZJ0sFSIYZAOQOcK2ecgAoy3tUlnrTItWoitxCmZP4ONv5DWDLUBdlopFvRRakOYv9vgdUXrqoBCR3YV1Hd8XEuVmGdRU4Hv0capoSdNSNIoWtmQVkOFAy7t4jtXBerD88cw7yPNT2BDbCmE1EoVJJ9CyqaawHAbjqYZrkAExEEV4POjPrLl6Pi2Z6w7mDtgYK7DOHSXF99JsE1lDZSBDk5QsgnF27A4YTO1E7WU7sI2mBTBtCm2ASct2vdAvT0ZqNdyADW8MZMGH3k9L9Hv2WzfU78eoS83XulGr5C6sgzH0fZozwlFNj1oT+t0e2BS7ifb3grVQqNsB2FYN5EpvjnW+7cSKVrF/yTRZEL0RkR2zBIZJDfOa+ifsbSKkFuZSlORv9Zch6sFj2yWr8LkLZJdsImrgdGCTSibZU6HuVSH6c2h3RURkO9a692IdvwAIXNvRe0ETfVFOi3pJ51O9IdpARv/Jcn7veMW6Ij+nF/SzWtNrOnMWqzHqNoXd5mhCC2ei0WDsEIWlRlFcRKfJwmDeP3UsqFk0CItMhpO1fC7QbpQsq2FIbRv0W0rNpaJt7AqGiGj3EMjwzkSPXwWjgfN1OidmxD9BpMrWWBV24jc39AKz28alCdZvZs+JulT02NUyNYGIxLuogxayH5CNMceOAXJOO1pq3tAWneuFeyP1hKjTdGGkJ6xXcV+boYyQVYXuzdrzKOo+jmi3rT/kbCGyNfQiEyDNW2OuJa53LYesOd6DLgc6jz8DZh+Jjm0p2qPSilhEJMRe/LnwgojkbMpHDrRdf72ne1sbFqPUmRLsVdyTfNT1Ah4oPqG3aOliza0kZJqC/RXrdbqW7j9TS/fVS3v6vPBYX6+3PWMZ/7j1aRERuS39BhERcXEv7YMJOsBzwdTXflg5VAvyVsp9VI/fqOh8Yz9+Eb7mFxLdLz7b199rlvYB72u8h696WrcoJZuJGly4782wQB+ae7bnGFJDbAeLYYDnrktgjEwB0DVd/XuhTCYftIxwPOfMqbrOkf+7r8ftgKHDuo0T7SOyD8nWmJ23/YA6SfgfDOy397T1+yrYW9TfodYQ9566R90qDa4tXoI7Ia99aaIb+a2wkKf9sQcdlMtgvZANQ/trkfy5dQKq3GVf58+JMm139XuyXMIUjBvcK7hHrTj6PxtD2Pc2oUdVwt5PzbwUY02mCBH/jL0xF0dpR1iYT2JxYwCj1tH1GUXdo8tCP5Nd4LodXHtSKMfK7I+P1srIWSxgc8+xLng+Dj7ymOPGPFMkRd2uVq7j6FolM2e+LUdZHX+5OtI+d56dkTNxyN7QNZIxe/IL4ARqD35pXRC21QXDJ05yNizrkKL+V6ubia9sNJtNaTabhe9e//rXy8tf/vLCd694xSvk9a9/vfz4j/+4iCjTo9vtyoMPPigvfOELRUTkwx/+sCRJUnjRMht33323XLhwQTY3N2VjQ/9f9IEHHrimejpgiU8m1257fawXI9/xHd9xxQVf8pKXyC233HKcYkyYMGHChAkTJkyYMGHChAkTz2I8k1Sa642lpSVZWloqfOd5nqyvr8udd94pIvqS45WvfKW88Y1vlN/5nd+RMAzlTW96k/zQD/3Qkda+IirOescdd8iP/uiPyjve8Q7p9/vyi7/4i0ce2+12ZWtrS5Ikkccee0x+5Vd+Re644w65++67r7kdz9iV5h9aPG59VsLJ80UkR7d9vG0eAynKmA1AlkOwLnpSFJbZty6JiEgXGiR8i5piegapvsHftJ8QEZEFOYHrKELUiy9lZW3jTXoMHYeRv1e41iF0TRpwxOE1PDA5AugT7IK9MoyA5LunC20gU4RsD3dOZT13TcFbbnzvzUy1y3FXRER85EZWoEtSmpuOTTAc2J81vPkbRFqXfkr9E31DnoA5UklZBx0X6qZQ/2AAZIN1mqLfyUSZzrzNDog6OUUtCraaG8kU2hYRVeET5s9Tpd4qXHMLCu1VOOOcggMHGSBbePvdgA4LWRclvIm35/Q/REQ8uMT4gjfpQDeI1m/Zqk3TAjsjjJtoC6kHUogxdCUqcFUisrYnWvdyqHOq6hZZNY5Q0wQOCKgHFfjTme2X/16yi4jsXkiWDxB5oKFtsGCmYN7Y6A+P+coYmBp0bKgRwvnqgU3gAP0agj20GeqcIDrrsu+CTlbXfkiXDTCLsO7J5OqHRaYMg38PwVAqSxHRZL+yTXSb2g+gzo+1PWfYk/U3NWXCGdRnEDKPmHXQv6lDQFeaqlN0/SFyzvxy9uOT1pN6TexpXdH56WA+L9o36YVwvZGlTgNT5AiPMGdaslKoD3UmREQ86GpYZKHFbANQPKCeIXUK8EmmCJ1YBmCIbE91zV6ekn2FukVkUBQ1W6hJcuBTG4qsLP1cKOWMkYrLvtcyHg01f94BYsv5dWt5AdcgW4W52IJrUN8IDKi+XqsXFVG+Qzg/7OGe0UY/kpHD2JnoQ0l5BsX+4qir17J1zL6hrKw/Mjp2fGpgFB+L+NdqOcKn/k2NjAHa8sSQrCP0E2gEC0DLT9WIMKc4Xs9fq1bRdi2XWhkiuSYTtRrYnKcBLnOebtSKzlg99CfX5k1wMCMzikyEAS7KfZqMMbLpfNwPb/IWC31CVsKhn98jyBL8ek/vldS22ocrHdmB3AcmUZE9wbHtOXClA8uzARYoYx8szn6idRw4h/hbHTsi6PqM8H0cKJJPVp6ISM/X+bNZ0b3bBqOxBBZqaPn4Wzu+jGvtw9WOumrDydfpNXBveTz5BOqg956ap/Pz5vT5hbaTNcN9t5fq8dwTnZhsmHz+79raLx4YoCtweJrAxWc/0L17JHBmSuiMhfWM8ZjGZEbp2HOO8B6zPaY7CxiUeL7Yt5Xpu4Q11+F+jHEczixV6mtRZ4N6RhnDFE5EDbAw6GjTxX5NBzm6/PnQ88jdrHB/9NGmlEg6GThkzYIBCH2Vi9D/mWWgUReG+98t9TquUQyuW36ybefBrhqgf9qia4X3MxfPDZNAf7fmNEVssi9w778WxH/ejYbMgiQeHXX4VWOeWUIti6syRaih8WWYDrMaGzbWvQgZHs/MPeVatUQyDQ4wRwTnzfed5+Z7WxAW/3+BkbFP0qOvnTNxiv1/VQbKVfqA/c9gW4Mv0eZsrOKjx+wfeiRp0UnvWs/5asT9998vb3rTm+RlL3uZ2LYtr33ta+U3fuM3rnq8bdvy/ve/X97whjfIi170Ijl79qz8xm/8hrzyla+84lgyUyzLkvX19Uyo1T1Cv+pqYV6MmDBhwoQJEyZMmDBhwoQJEzd4pJK7zBznnGc7zp07d8V3i4uL8t73vvdY5dxxxx3y0Y9+tPDdvAvus+WK+4xfjDybyrM3QhxOz4lf0jflLVcZHKEomr1i3SwiOWJ/KJpzvGxpqlECDG4QqusMcy8ryHdkXt407hWuOQkVKdpJHxaR/G1stbSQHRNIMU+zhDe9JbyNp3POYfK0XguIrR8rWjV0NPd/0T2rbYF+CdkcZIzsRvpmmLoVPZsaD9qGVqgshBHYM0QNnJmpRkTMQY71BUvdeiZgkmy46n09BGPkwFZEzA+LKVtVUcSI+cvnJvp2edNRZkQFedGNVOt0ASyNIep8S/I8Ecl1Kc6liqz17dzt5+JA89ie3/gBERG5KVLU6AIcWi46iqA9L71L6wRNge1Q++lz4eMiInKPKMJGBgP7ZWjruH0h0vEJRdtgg5XQAaOHaDWR/f1Iz3va+nxW1zX7VrRXEbULor+VkR/fSBUlpI4M2RpD5JcPbZ13fjojsy8iI+hM8PjTjmrmbKVdLTfQOlJLg3n9AVDvAI4krYxhNYO2Auk6THQNrSJXuIz++YKlLjGHofZzCETSxdqpAtGdYI1FQDypjVNm/wV6XMbeQJv3MI9HyK2vQudjKVkqHC8i8qR9Du3TfkqABHnIlZ7EWgZ1NirQQ3lCdD66QBpvSu8QkRxteSLV3xO4TxGFfQjo7BOhjufU1+suWcrOiNGvPtk0GF8RkcOpXmvHUYTYBpuCLlLUJDoEs+OpWBHfMAbq6urv7GcPCDL3DbZ1ycWaxP1oILp2YqA5DpAgnkfUdwAE+gNb1azOf7ej/TUBK8XLWCV0DtH20rmC6AYRSuruEOnl/jKvdUOkmE45DYzLPpB76klQQycEwvwZP2foDQLdk5cTzXdtYo/hXkJknOj0PhDgPWi7UIeKGkwe9v4m2na2rnsf8/mbYHltYJ/l8avVImOCOjYfCx/O6nqPo3vT8+t6LkgW0gJIx2cJostVoM0DMLxW4XBBLRai3yP87kPb5taG1mmxpH1Qd/XzdF3nZx3uN89rUV8JDAA46dgz7MPtSbXwHZ1ZPDiTnakXNXRqmSYJnDRwfhvuYdSjIDoewqGn6RKRB/NnoOdZQsc0lg9WV6J1Pzdzu12B3kjJ5hjrubtYg2R0MaaYp2RA3mbrXjMMO3ptjOWYTMakiKYe4v5VApvrJlFNsp6jc9LH88jnk4+IiEjdXsnOXSrrej0/0vvaRu0btC6Yv1yvvAdctOEolmqD90aPiIhIUNN9eBp2ta6+MqY87N8nSnqPaIn2V6b1gnsw97iuped1ZE1EREJoF+3Z21mdh9BkmyR67j7c/CaB/t1wlAW7Euu+exF70zL28gOs688lj4mIyK2J9hf3hQvOOREROYfnqimYPqdFnw+WkhX0hTJ398Ba7EDzZdfJ9wUf2iy3TPQZ5hsd3UchayIbFW03nZ8i6vqE2k8kdHDKbE61n1fL1JHSH54Es/cW+wzO0xPPj3VdLJWKj/Ysd5ZhSneZkK5/c25d1PcJsd6pydSHZs2Brc+My6J1IAuQOjMXJX82ERFx0RclaGsFeOaJo6N1K67F4YTMgkpZn8X9QOs072JDdkSYPcvM/w9V9CWvfT1uK/MMjWc7Mr2TTLvFKlz3atcnuyOJx0f+Phs85rjtP67zzdWYOiauP57LjJHnehzrxchrXvOawt/T6VR+6qd+Suqg4DH+5E/+5JnXzIQJEyZMmDBhwoQJEyZMmDBxTfFcYYzciHGsFyPtdjHn9Ud+5Eee1crcCHG6+i3SEUUo2qm++aabx4bVKRy7RZSPqsmpvtXec1SEhoyHRU+RpQFQ7guWMiTIdKiVgJ5h0jLn9gBItEiOyI5j/e0m+xu1bNE69RxFMi6LIvABc3uh+szjXSBpe2BpCFCRNeSPVqAn0Y8UWarGxfxpB0g/XUKmQOS3nQsyHwk1GuBgUbXBgMFbywTK4yvpaZSlda7M6UdUqDqMvOUsRzvRti0z15IOLsjjZY43GQ1k9KwnZ7M6tporOEZzeUdArYkMn42VpZEALWQOL3PViYQxD53aDXGgc2cHDJEpGAzrsc4RMhoeB0pl+UWbKboG+TNoyy7YKyULbifWBtoFFDuGUwgYI2zDjnVOREQiaK9EQGHariJwdUcRzYNAj9u19TpNS9dBGSyAS2m/UJ5nEfXV8elCD2FWsbyazRMd20/CJYlzYRgrA6Hqah0qQKG7E2U+bZQU/aNjwyE0QiIgQCXUbT7HvY66bKfaj+20yOrivKVOkIjIAq5BXZPDVOf0NIGLiqN13gNLaMFTZscq5tOq6O8VMiDgBnQS7lQ71j6O17aO8f0lMEd4nYal85p6NT0wfchCEskZXoz9SDVCYmgG9WQP/aTtJLOsjL1qCOSNCLMHto+HfrNZDnSOKrae14EOUguMlCnYc+1Uf6fWxhiI9J6T6x+Msd8tgBURYn66YAGQXbEHPRiONcesD9ev1CJTBG4UKdYg6s6+qWMfIZrN/WbH0r45CNi/+rcl+bwlWs998o5EWUANt6ihQO2QaI7iSdbLFLpH3BeYv0/khuf3Yt1/qkAJ66WiNgyDWjrfIvdk3xGzI/tkFFL/gA4jmPPUdJFiHYgUU7+g7mr/0QnmRYsh6s62RLheqVA3asCw/Ey7AOVUvXzOnsE63x7rvFvzdE+6o61rYA+MkMeHev/ZngIZxhC9cFHPXyppmVPMoa0pNG+iYh3WKnpcE/e3CxM682h51FNZLOnxZ+r5AyRddsYR2SjFMVkGq4d6KR7GcAfsoU0IS9FphBotAdw9Lo613I0qNLewPnbgQjYG2toGcl8B23DbUS2ZcAaNJXNzo6L3rR5sd6hbFmI/GOE5IsHaaMON7qbmS/UaePaJ0b8Hru7H3EfIWhzOaRP42FcHovsL1y6vPwDrhc8GIiI1PB9weythL4ptsNKo2WTj+QAs1zH11qDZRFeUPTBC2Rfc08pgCa2kRZdF7he8LhmD3A5Oxjdlx9Yz1xT92JvQ7UsrvwzdnSHWwjhzyEKROG+jRtclsI/grEc9GnuO/cZoe3q9MtZizdXxW69Aw2VG54MaYNT44Yw+DIq6JmnGGClcSlxoax2KMqATW5k8p/HMY4vqy2xFH9Nr4zlsAk0YutHweYCOMy6Om3UimXc5mdcICcAEcXH/CqMDVl7/vgpThEFXlWthUXy1gywWByzO9Ap2RdHlal7v42pxLSyQ62HKiFydKUKWy7XqrWTjPnP/nK/Tcdkptl2VNE0lTY92QzJh4lgvRt7znvd8pephwoQJEyZMmDBhwoQJEyZMmLjOMKk01x9GfPWYMZIDAXAmC2AkMCe9B1V4oqJ15Nd2I/2eziY1vBkn08QDakBXidVUkXgyGnwgHz70E9yUeeX5W3Tm/MdA+/ehs0FEJgIrguwMwohrliJH1I8YAdEhOkrdiXPhg1rHUFEZ5pN2SopS1YCGM3eY7jh01nFmkPdX1NW7mjnuRCJgapAhnEFMRLFI7xoC+WyX7cJxUyBsRKvIFGEu98144173OvqJnFqAtdL1lRVDxw49ZrFwLBkho0jHcrkCBg1QlhYQoed1FOmpALWbom1TqO6vImd+ZaII++OBIhpNW+dMBUyHJpxjbLraYMxvF0Wpzjqns7oyl5oI4Skr15wQEQktOuQQpdI6n0xvLxxXA9ODDJtNW1kBz/O+U+sk2q9jzDVvbhshkrQM5O3OktaD+c10bxERKaMudUC9o1DRJiLplntnoa7Mzw8rLxIRET8poidLic7DC47mYJPVsYm2n0k1b7wB7RHCZD1oXuyn50QkXyfLkqOHZJ0sJ1rHtqVzIwHqPERuugfWQKY/IVT71/MHQP+5vrkvlKHV0MeaGdo6nv1YETmisW5KZF/b1IOux7af53QvAhF2gYYSTelFOpYR8o8nobZ7vabMmzLYKKGrv1NbgAwzBlFa7i901roN+kDfe1LbfFcTfQEdCRfOM5NI+9CPcwSTTAK600RA+bsY4u2pro0duMeMIzDqoBOxUNK1sOBxnuv3/ZBsAf28CFBwbwJWB/qmnABBxt7G8anEcDaZYYxwf1wrgdHQ0HYA7Jf9KZxz8KRBBxjOYyLCVWhXYEvL2Acu1sptLTIV9Ph9n6yNtPDZ9nRdHAR07srrelMNrmhw8bk04X6q554bQZejrN9TT4PoM919BkC5bdy/eBy1RMg4KWH86F5TCYquNGTijDK03EIf5fsIt3w+qFGLwUHZTU/XUMfzCnXhtZuoExHzsa9tuKWu8/AFHe0TOmWxDl3MgQ7azuNZHx635+f3s9m+FhGpt4jas72C9utnxSazRq91pq79WodTyS5IFt1ATwiwLyyUrUI5d7TpWqWfh7jOGHNoIdB992xzdt6mhWMPfd3n6ChECYo+GFB1V9vJvY+aNoxDHw47tuqrcX4fJnR00fvaKbC2bq/ofSuI9bmB+hYHIdkv+slnJJH8PrNgg9WHSfFp+biIiFSwv9KhKcVeP8D9MAAbcRTqPlnydB/l/akG1uKeo+yv0NbO2UuUZZdgf6iA9cZnrcThc8J6VlfqG42h+xTC1czq6xiF0Ivh/FsswQEHa+s8rMf4bNQq8dkQ7CtouLUSrfMydJDoQkVdkM2Jfr9S1rbQBYfzVyRnPl7CfkhQvudzjRXnNTV0TtS1cpsDrcNjk8+JiMhNFb1XL1XhxjjVurrQ0Ms0L+goB/YmGQ4p7jEBjpt1TYmhhWfZuSbVbFBrxIGuV716VkRExtOLKPtLMxSulWXxTOI42imzkTu/6L34y7Ul629qiTwD/Q6HbPdrcAyajauxOI7rzMPzrSNSPEpw2iSrbZ5FdLU66Tz8+/8GwLwYuf4wL0ZMmDBhwoQJEyZMmDBhwoSJGzyMxsj1h3kxYsKECRMmTJgwYcKECRMmTNzgkV4HY+RZcru94cO8GDlmHE6fkqmnlPkF2MSdcZTy1/CULglNOxkgJWMrUAocaaY9WOtuWUrV3GLaSqJUzwVX6aaksZO6SUHKhqg44yjKbWVJE6u7KhY6iNTuzoKYHFNbbNDwW5bSP9uJUuUoZMjjIlBa19IzaCvELT0VItz2HxKRnEIv1NnDwiIln4JldQjGiYh0cCzposxciefSVcrgL7M/uWaZqtRB2soATEGmktyB1I3lql0on4u+TpoqPvmOlHS9SZS/Na2iTqQxT5Be4tgUftW/Xfy+WmEbaSFatMAj9X2Ia+yBXVqDmONCWStFauzuNERdKQYI61FcdxTmO9kIdPGmpXTSFQiucR4ypYj0XJ479WGji7FnagfDj3WeL8CWluVUY4hTgvp6KVXb5SZE2NYh/LtSYWqCRjojElqySaPXT6YokNJNgThu8PVUzz0MAhaGfkFaFWijTaTUVNAXY0upoBFScZhqQ6HURU+p4CeRanMgmzgvF+haRwpNhJasIFUrE9RNIVILWvieRftM/TuEgO9mrGuHwrlnK/dqObDEfTr9v3odpK0FoMT6ECh8DMNDe/AI5dO6WET3KRGRhYoeQ/vuMKHdsc63Rlkp11tjpUN7OK4OmmoMmmoFY8/0nZ2RtiEGZb5a0n2Hc2e1DNG/GqyEq1pHi0KbSKcIZlJp5sMHvZz07xH2shHOYVoA12AFZbfmbGddi+XoeuhBfPSpIURYkdJQs4trrAXBxErA8/O1RuFc0s1bmL8VpE/sTPRz/kGji7SSmxt6fMfDcfj9Gzo6R5pIAWHbmV4U1ov0du4rS0hVOpiWZT5WYK0aoD/vbkFg24dNMdJCojkByAr6j2uPdTwIUIfSfGoerUe1Hy9NsM+APU3rW2RfZOU9PtAfTtXzujOVhSkxy2WkvgTc03SeLSAVYYy2MV2nXdJ+5D5Ce9Tbl/VeWsJ5Pdjzsu4lzPNd7qUQhF1EH1KIcjXMU2m2xlrGZaQvsE51pvFEsA5GuhP3wQbSBZnmwDQgztMTFaQ6Iu2qjPnN+1kLfcQ6hQnTs/R326LIbj4JB5j7cVJM6boF6TbDiG3i/a14T2aqKKqeiYdyjx9hEnk+2pxoqijT1ZiSugSL4ymu14HA/CAsoy/yee7H+t28tOLNgYp7UuCZqW/n0k9r3SEIzXRC7nl7gdr2erDAXeT9LdHPTetxXBdi157ez5giyjREG6LkW87lrE68n1Cs9lY8I57Euj1ZhRirR6t3pgHq3KANNZ9p2Oaqw7Rh/f3xVFMiWwlTPY/eRw8C7nlXpthxHjFjZmusdbns6569XNWUo3HMFFg+HyE9EClMtHzehaBuJ4D4LZ4hK7gvUUyV9wwPtr2jSTGNhc9h8YzdLNNBLIjf27CVnk8ToehqJr76LIdtU0AeKXjHSMG5XiHT7Pwvk4bCfquV1wrfT3z9/4QE43FUna+W5nPcFJq8rtcmvspUHQcp5EG4c3R5R/Qdz+HM/3KpNNcqzvr3JRK5cs+8lnNMmBcjJkyYMGHChAkTJkyYMGHCxA0faWplL82Pc44J82Lk2BGE/ezN9yPeX4mIyKal6MCir58xhE5HouiUD9SZgoWpFO0kacM5DbsiIrIHIakKRJTKEF0MYG+2CTFGd0aIahLqG/ID/2EREfEgNDqC7WYAkcUUb42bNRXc3HEeFRGRJNI37wmQUAdvxiMXaHcChS6gfawb68Rgmy5PPyMiOZNlo/z12TFfhJoixWq/IA8UyrhZ1DqYNnkHsC+uibaJ9qYblQrarMdRUHMcayU/31XEYRXIEOORQVFIkkhTC20mA0BE5G+GKt7V6UO4FaJwnRJF6YpIDVHXR/q6wTzY7WqZsO9tA1HnNR9NVBx0DJFbmeq4kAGxZen4uUDYV8FKcPCGvzcjisn+2ofta2/cKNSN89IBosu/d+xzIiJShs3vIawYdxJFv4i87VmYU5GyhojaNGyt05qoYB9ZSYeYM5/u6np5ylar6Kq0sjp5QOE6o3ahX/p2EalgXYewmS3bykg6jLX/0qRoW7jonBWR3FaV9pK0i6Qo8LKnNsi0bCQjogJB5VmL1i17u1CHHtHQGVtBkXzOT6xiG2hBedZR8eEhmGeb4UO4tv4+hhBvraT92iqfRF0clAOUDPcwIpm98bnsWtXyCuqm7exO1U7TBmJTdiEc7emeZUHIOASadDBWVLWCOlRKOmajSOcj7Q8pcsfyzqXaRx/Z1XK/0NfzKbA8BEtpgi/IiBLJhYXJ1NiZar8SbT4UvSaZdtw3W44iurTO7rjaH6OY52k/V1KIt9pqEdwX/bRgUU7r4oatKG9t2sJxirgN4txauOFo/zamuldZQvtdbdfnA92juRZug/gkEXgKyhLBJdOE7JUJWDERIJymV5zfZHkQcSYyfAh2S83JsZ9RVLzN12h5jT1lG4KuzUzQFRaqc+Ko3NvKZETi90uT+bqS2UCR3CLaRyFqsg44N87PAJlPgf2wVqUtMf5mXZIiO4XCrz3UyRmTuaQXIxvjwiHsPBPWXecE+5HsGIrYBonuA0tg1wzmmCl6rNbhMCwKZXZgv8uR2PbJpAEbA9fc84uMujwovgrmJNY7/yaSTzFWWhD3AgqEg4GS5HsY28n1F6I/0dxMvJPzdHsS4m/s6RA+3gfVg/fwzSnGZc7u/GawBTaa2idk8OzAxvbRCUTjYbFdxT48K+ht4aRhWhR+z47BHk/h9yVbGbd8/upGuvcF0QjlaWMvTpSZN4ZQNe9/FdyfYpcCvbrvcO9serrvuxC9pWW5iMgUqPUGRKhPgAFyslpcW1xTdVvr3AK7aKnE/cDGtbXcg2lRHHcpxr7skSmsP7Sxtsla4ny2s7mTM512IEZN4XjaP+/b+iz51KCEsnVMcuF5ittqf9YhvN+A3fpeot/Tij0AMzII9b5JcVA+P5A1kOBeZZENMsMYmWcaXGlZe3TwPAq5RnEPZRdtpOcZE/ybNr5kWfA8z1W2TGKRSXb9WDvrKGlc+JvPA1fc968SrPtwomxY2h6TPUOx26OEUY/LZiFzZr4fv1zMs17ISOHaOk74gT5rPBNxWRMmjgrzYsSECRMmTJgwYcKECRMmTJi4wcOk0lx/mBcjx4x27ayU8YabyAURW6La1OlYgh0cUerMXtPSN+lkkGQ2nND5CGN9C71cUgSeaPZBqsiHH6nWgFPKc7KpJdAqK1I7DIFu4+1x/pZYj/dDfXNew5v0s7bany46+ta/Ah0JbybXV+tqFcoJkmIe+hg5oKslrQdZHC0r163oR4oEj/G2/YxornALtnkhrYXR7iW5S+uCNjB3es8vIvVnajXUHSjY6OhlTlbCqbJer5TlUevxRKxFRG6dKDvlAHmxqxXUqVLsh3HM/ijmcJ8qNQtl53oU+nst1rGnRfMacq1HkRbYSpRJUYWIC8djnFz5lpx9XU5Lhe+3YN28j/znlquIF5GIpoBdAK2KHpD0CAjOgn0X6qr9tQAb4Fqidc1sqJ2iRannFvv1rkT1O/pA5kVEth1lfJCYsZrC2hcaIQPoarRglTiCrW6IMsimIrODa6qBfjtla3nUhHjE+rSIiJxFXcqSI2jaN9qWGPWwj1DpHsOGl+EDBWFdHWyrLj4PRdkDtyWKItYdveY20LvQ1bZQY+h0XVks7UTrsG9dQpt1PEpg8OykjxfqcbL5Ldm/qfFDxsJKTcucgr02ShQF9aABtAYNoakLVlpCXQpt01agDLClujKaTna+HdfR/l+L1SqXmiQfH+mcC0e6Rj3M33UwnsawbOySKSW5LaZgegyQsz5NwagDGtssEbHVtXhx9EkREemVtZ/WErWNLMMufYxx2YGF5iTFHEIbs/x1rIeG1dFPsAXKQIZLbi2rK5lIn04/q2WOtEwy6JbARFoCU4Q6Uw6u8fAU2itgJt1Uo8YCrVv1OvsA5L7YD1EXrDEw/yLsZVUgbvzeT3OGCRk0+Vzm/qbnfosu/wxVzlgsdlH/ZAKGwgq0Rbi78p5waUydCbA5gERTk6BTmrcoxj4+pZ1vvtawlUgP29zf7kIjIeT+W0S7z40V0T1d1TG6uUktoqIO1TTWediD1kvDK1oVUyOD5VJLKtdnsgp9I5Izaah1QzbAPpgke36R+cF+ZnOfBumyjzq5Npk2McrXC6zCBpWaIdvQsSEjZxjGqEfxnv34NEfeyUSkhgfvX6xLfj/XHy7gWaUEe/qTse4TE6zz846ytzrQ56hjXdwEpsi3rpKNVLwX15dgu459+rGh9hXn+yzLiPeTBIwv3jt5n16tFPfozTH2TV/rGODaFRxfdfkcocefm+j+MMLzyDqs2j1b95EhnudSXHfJpU2ynr+f5Hb3OxXsq7gH72NuUydmCUyjhXLx2YW6SayTzXWNupIFu4W9q4xnzn1obZWw9poen9uowaHl9cF02p7mfcV1x3kXYkXzHkz77EN/TncChZKBN7JGhU/aJVNvhUyR7PxI9/wR99851sFRWhpX09eYZ5Jc7bwQVs1XY0bMf59b5B6tITKvYULr2CiavZ8dzWQoebpWYjBrrryGXtt1OigHbYuPLo/sFs8DOxP9Sma7A+bI/HX4/wQiV2e8XI0ZcjWmCFkpLv4/IooO0Yaj696q6xpzMI6TELbWEXQZj9A4yRg2qD8tmq82VtfLbrnRw9j1Xn+YFyMmTJgwYcKECRMmTJgwYcLEDR6pyLHlfs17EQ3zYuSY8c3Od8iip28oBxFU54HeN2xFCYh8JUAHBrG+uaXzS1s0J545mUT4S97zC9dqg2XBcrpAqp0KmSr5238PKKCPvEQP6JyHhHDW4ZKtSO5erEgPnW56AjVvvNltRNrGNt8AA8qoIgc+RZ0soGNrVarY6+8LJX3zW8MMqzmzCBt0DlA2c9HbHpXrtQ1rcFrwkIfrA1WpzTk2nB8pSvjoQP8+XdPzv+8k8+/1up/v6XVvaSrivg6FeCKh54d0n8iqKutA6e6Apgh/czHGJ2taxqlq8Y04c94ZzC12LeaNagRJR/sgEz0iYkengSaOg2tAzBx7aMDM1JX/pOvDNCazRq8RxMpYWK4QwdTjiHzxk+Uwb3mhVNwuqV9A1JT6BxWbSvvIQYa2wS5y62sO0cp82wnAoiBKPa+AP4q0/UR8X+S+EGXo7xeGyE1HXTtlq/A70S46Pdwi9+J7ag8wv5/50zGOB8pdzutK5FLQLq6ptqNjsYZ8ZLrShNA92QDDpo05tIK1spEoVD8KFenJkGQpMqLIRDttKdJ0e1v3BTKjmK8fzLzuz5hd+LuKY9sllg1Wzxx6vQvbpbCmjJpd5OVPLG3TWTDMXrSifXBPS9doCy4LAeYl5xydNIhHxdm8hrsIxldE5AKcMEo4pwKdGGpXsI7UqCC6HDW+Q9uIoZrQWQP6CBGYNzuponm+BYoEWQnQECGTJEFtybBw4IREFpKIyJrQAUj38h2rKyIi56wHRUSkGykTqow5sW8rQ4RuX2T/xKL6Bu6YY+kU2noQQyMG944AqPZBfE7rBNcLshQnyaHMx83xCwvtqINJ842LdFXS49jvNDGhW8paBQw/oM50uDhT17Fvl8FSwe9TOGdUXeoBSOH79YaigTbuIXSIcWdYBQd97bfzfZ0fuz71uICOApWuudzD9V7SDcl2gb4MGCN0C6NOxxD7zUVIZ21jDS3j3rqEaUn2y9MDsjf098XylUwy6nfQiYzzlP1bxj1wE9cUrMXFMvsHTBNoZnmZ0xzYL9iz+rifcX5ac1XxwfroRjouZGaKiDgJ7r1Yfz3oIA3B3KLm04FAuwnMo5atzx6X6EYDFlYVTL67y3B2wfPGCcifLWFsVyvappLN/RX7LucG7m81MiRmnOFSYT8UdWDoqtIPucfjmri/1b0iG5AudnSCYr+tjcFa6ZFxCpZdtehmFcRFBhXrcbaea5jdYStTdoA6+THZUPo79/hLcDKqOUXtILYBj2+Zi02yoNc4d6iTZxs6Sy8G05dMJs5Xzu+MFTMiiyu/Vu5wh2NDri08X9rcq3GvwN8OPjfBRF2PlcFHzZc+mCM1V+9rh3OIPRF/y6LDS5GxlzP4rlxjVzA7wKa4GnPkau41xw3qoFALY54xMs+KOSqoc1KCG0+rrExcaokMoQc4ml488hpXC/YJdb+uVS/kK+HSQl2YmGwUfmbMNO2/euWMiIiUwSwJMw0XPPN8CTecbIxTunx9aSYI2SvUgnum7kA3Sihj5Mo19OXOMWFejJgwYcKECRMmTJgwYcKECRM3fBjGyPWHeTFyzDhR9eSmBpDwqb7hvjzSt6LtElXLi0jOJNK31v1QUQJyCfhGnm/uiS7UkffcQjlUiq9DOp4IXDIzjYly8A053/IzR3UJSJE1Vi2AGlw9LCA31D+pQaei42hdl8paHlGY8hwSXcry0NkG/Z5MBqIsp6v5m/zFUoh26ndkgDQr+ubXBWMkiortrdf1jW+loecPDqmWDpcVvB09UVUkc62hb6GHPpk8+tZ/uRziby14F797eJvtzuSPE1EnGujhHOZEnwASdkcHiJtddAKwcHwZyBk/YzI/wIJJkzntFrASgpi6HVreNCKKBVbSzBthoplEdsdgrewFRHL12OVSESnI6jjnzEC0qYNxYr/QEYIoH/uE11sDe6BdwnjBb54I8XotRzCrOHZ7pOj1YUBmDrUBkBvtQw8FqCHSo6WM3H9qAyxAXoVuFNQ1YNvZW2WnuPVhyckecrA5b0/Ucr0Z9sc+2BYt9PMkKqKCnjCvXttC1hFR5sUydAyA0D0KPQNq55D10vR0fhOFXAYw2fI4P8msYKvyucAxZD9ynTZcsnz4u6Au+knNBe5hJ1JFU8voBjJPbmvoWr1rSRkKTTBHYiCVk6lewA+K8ziKmReMcYzy/l0r657DvYNrLp5DPfZ8jh2cSICCdjD2nAPLFf0HkeX2aAlt1flMJN6xFPEkW4hIe8bwA1OkI7nGyNmGDgb3+Higx3Rd3V+peeMLdE3A5JjEWuaCd5OeyL3dKaLbI+STT6BPRb2VCKjrsnOLfiZrheMejxVt7I0eycrqLGqdTsZ6TWoCcSypAULtkHLmkAO2ANZxCDZQg0wyMPoWW9rGMlhzIcbHKwPNxdrqHcIhCvtvrQ3dFEj2pDNaBvHjetKd2HvWxtAzwL3Uj6lnotdqgTlyUw3zEHNme6ptnddP4dy5NWOGkM2GtY01xv3GgbYLvy/b+R7axTpeIfMFl+iDvdIGo473m1UsJmqt+DG1R1wcV5wLme5ExkAhIwX7SACW6NzzBPVoGlbOdBqmRW2LRenoP7hGwABZhu5UGXWK8WwyggAQz2tAy2IV7kFn61qnm2o6tutV3eurGEfeA84P4ICG/YFMB7Js0pm97GQVbl0Y84ch48Ctmc9Hezh5FRQdSq1wbyeLgyWP8EhCPZ97sHFkbDqO45R7JlizOJ5MNrIVtf44NnM54X0MdamBJYX5s+Pzec0qfJIZRaYtXavoyLec6vhcBMttA39vgGHC83mvpisOyxfJmYaPT7UMauatQreLe347Y6MIPqHbgbnwNNzmGqLMPLLXhqHq01yh7YA5RRcaMhdsPHNyac2yP8g0KEFHI4SWBxkK80wR6mdUsLlMfN0XyUrhpnStuhMumH8sNzxa0qQQme4I2BA2GOUR9OqokUVdqrGvWmRpMpUvFXT1iaC5RQ0NK1urR2ttzDvvXMtv16vLcbU6cJxG03MiIhJAS8RB38zromQuRHPOf0fVlf2d9QP6Mdck4T5bkjRNJU3HYsLEUWFejJgwYcKECRMmTJgwYcKECRM3eBjx1esP82LkmPHEaCwWcrSJFD+ZboqISAwVdAeIWRmq3aGFt6DU1oDbio+8ff7dR55vGcrMsQUverrZwC1kGGtO/Enn67N6nQgUMeh4+uY1y8f3izmsK3CyWYCKfJavi7f2YULEQc879IkqQqsEaMFNDS3nJEDUMYWzQXkg8rOLl9+VGUSUOepEhJeBtNWnucuOiEg31HOaYJTUhjjuQD8vDPWt8h5QpwUgc91A+yDoU4Vej39ep19o89Y4R4BFRO5samWjGYS6AfYKzznT0tzq7zrLXEj0ywRv/8nwiKn6j5zfgG/E9e9xVFx682wMIqEHAd0mmP9b3Llm0XTm16ObMu0UBv/amdIZR/8mMoaU6oxdcQgmwykIxbSBlvaAkNbmdg+iYt2QGjJpoR6nqtpngyCfC2TCONAMONtUBGGCMrpAt9seNWw4HmRV6EVHc/15gGsw17pT0fIvTaiPUOxHon+3NsDEQW/tzIA3RANPYdowN/vAL7JWNgBlEmHcBeJ4eQy1fp9oHtYa0NjJHApFBJhaMAnYLE/qFJQRqBCbARxOnHz9EDUmK4JldQOg2vidrDXqFZxuUMenyB4iWkjUewuMEG9P86Zr3eI6oSbOPCLK+erNsZNEcpST82WczWP9JFJOx5DzmOjUQVlyi+uZQRYWNWGesJVNUQ0VHV/BXuhzn5biPj0FG2MPugoiIvtDoKrQh9px9B4QAIUiAy8EKkp0kI5mo0Rz0iOUHcwhYiNLUdxu9LSIiNQcRUpHke79U1v3somj9wyitXTsGQe7WVlb08/rOWU9ZznV/O72UF3T7mhD2yIostFWwVwaQG9qa6r9wnG6ONE6rXe1TRtg6rXguDGNmPev9dicwMUK+3F7X49b2tU+CsKcPdSd0PkDCDzYhFW4nu1NqCmC9UpGHT55jzlEm3IHnaK+RAXlY0lewbSimwqZgNz7BjMaGNw32X+LYN6Q6ZFpaIFBw7m/j7WR7dthkZkQZfcpPW+xov15Vocj29t2HbIN9PvNiY7DyZr24cKMHkqc6HylLsfuFMwOT7VyVqCxQkehPfzeB3JbhQbJLXXt/+d1yGwgY0fHaQnjNcEcmE6pH6HHV5yiRswOnplWykW2kojICPdS7o9ku3Gs6Ch0EvtukN1jU1wDTDzv6Hsn73Mcx4US96oic4T7/yWMB52KKjOMke7c8xb33fUK2Sop6qiFbkC/h6zVQ8yFOhgidJF5eqh/t13e1/T7PUvX+b6v+zD1QVbKvC9CFyii+1Jet5JNxqMyip6KlZV2CAau5+sYk11JFmWMZ8UFUbbaobVdaHMdLEMnYzLwWQjrAt/bcE7j7xH0lOZ1KfQr6O0dwRwQydkCjcoGjosKdSiBgcBn6RD3DLIKqM9hkd1qF59FQ7irpNAqqVfPFn73wy6um7Nho3iA7+AgFpPVrWVvDT9TaH+m+cHNKS3OVx7nOXrvSTJdDrI69JNsi3pFmabTYL/QRjJOZoOaHo5dw6eWEYQ6J74U20Tb5BV+v5pLEINtZflXlAf9wcxxJuPZF/t4NqjJwrLp/sNr8Ps09eUfQtKIseu9/jAvRkyYMGHChAkTJkyYMGHChIkbPNL0indr13SOCfNixIQJEyZMmDBhwoQJEyZMmLjhIxUrYz4f5xwT5sXIsePAPpQvjpXW1bCUdrcKGvOhKB2NqTOHtlK4hgnpaKT1wrrOUkrcCVg2kn59YCkt+2RyM66j1DtPlE44SJW62Ehyq8uTsIyjoB4pUaSBxqTj43taCJJ+y1QC6jj28QPFGP2MRsk0AT2OwmUUe90Dq49CiDyO6QNaB9J19bsHQUHuI93kMICgaZsigdr+CeqwOyEdFbaxSGk4A1Hc57e1EusQDVzvKKWxAkG48VDLJc23A+r3EoTiXCcnlNFKMgQltdXWY+qnkfoyAP25r5TM8oKeG4EVundJx5hiqvUqLBQhCngAyvjpRaXEU4x1q6/nMU2IRMINpKMwpaQ3k5ZSd4sWfbTJJe17wSvaE9NWkkzg3FJV0D+0gYV4Kw4gVbkGOuKBz/JAEQ+YHqPH7+P3MoT6lit5fsoihFjrEPO0QTPvdpVKSVo+BWJLbpGqXEV/dGHvuQkRV1K7b0W5VfxNkUtStylqtwrq8QLGmwK2LiyzRUQOAqan6N8bFT12vVzsz2nWr6CFuxTgs9EfoGg7TJUBrZzUbHzf8CgWptfjCio7TNHRvhggxaOW5HNhoaJrhmupG2s/D2GluGOdExGRk9HtIiLyA+uaivfCBZ24yxU9niKppAFzbVBEkSlPgzDvJ5E8BYKWr2NQuStz9pSzUQW93KXAHfpxD9OFwpdrsAJ1Yftcn+g+uDPVsd6ylDK8nmqqB8ecwpFDUMZjR/vmtKWU4xr2Vw8U80UIT0+weX4OYnciIhflYRERKYHyu5qcFRGR5VRTEvYcTXs8P1Vhwo3aN+gnjmPs2XqcnVIkWynxZdxbdmM9f5jonu9HOta8V1iwR3VdPd5LtT6klGsddS8ZRbCDhJDrRqr3rbvaem4r2x+K+wgflphGwmBqQh9z4PxYU2qQpZGlU/IsglHcz6NE12p0eaHwu4jIPS1d19+womO5fHJYuPbyUP8+0dO6byOtMreBLc5HpvVR9JJtY0rDCpjzmQhmyvQLpp7p70tIsxjP2LEzPY/paUsQF+caYVrfImyNKUS6iNTRp0ewrUeqLW2okV0oa1D75LxfR1rgHvZZijiPsV/f3NADKZrp5VWVJlI6ltHOkk1hcl5LP3nf75T092lcPO6OVoq6aFtvaeq+UkdqI+8lXaSIUAT3prruKwtIuyrh/seU0RNILQlnUkRHE1wb7WA/I7tSOrCTZ5op71+sa27/jb2M9zfMT6Yw8dmJtsAXRvr56Eif606WG4XrP+FresVS2Mjq2gPNfxFinQtzlsGcd2vYX9sVWrvr2rk8LaYDsY4cw3GsX+zhWXNq6Tq44Ou+8FCvIyIid7X0uhRv5fyfzszbHlKIBhB6Zgoh7xELSaVw7QCVz4SiUbdxomv0/8/en0dbcpXn4fBbdeb53PnenrvVag0MwhZYiE9gMPoFQTBgYa+gsLwQyIKVtWx/mMQ4igcwJiaxlXhg2WDyOYLkA5N4ObYD/sBmMAbHDGYQg9DQ83jne8881amq74/3earOrr4tqRscaLFfLa3qU8Oe97vr1n6e9xmhLAUX8xl+M5dVnzgcqa8jHSWTqRttQ5pMPqcUnUwqlkFu9pRSGCbA/kx7pnhE00Da671viIhIBbKwpNSMx6YMbES/gPcpZHUdJPXGQ38GgfYxg4OOfR2/pZzenwc9pdE7EaWdlJwl5aVaOiAiImmsHZ2htgtlZUVIYzElgEkFGYISQ4tkjRFsmYFPe8NVPAf5YwQhdR3SuuMAqQ5ljaP6UloZIgKSMtKKn2NgUwySS1CdaKT5kE50KUliliOFNgrDi4PAkm7De1lGBvHNgFqbSesYGIw0r8eTAn4qmUWMXLnZDyPWrFmzZs2aNWvWrFmzZs3aVW42xsiVm/0wcpl2YvB/pJjVnbaqi0B3+GLu42tqgMBDQ3ydns3rruwo1C+blOeadVVy0QOCpCeKGshgt3CMT/IXEGCLwVeZ7kPup6JytfrPFhGRLHbKLogGGKw7GmBvOzgrInEQwGvCZ4qISApfWYcoQyaxa1Dtl43rDBh7fhPBVzP6lZvBHjc8vd4WfX7B1UBclXQ81M51sQOJ3ewo8CuODO71aEPv38SX7aoT7yCIiORdyiMjACp2fk50tQ0YBNTlbgAiSDaGWvaTHf2iTHlFBkblrpeISAo7Xl0Egt3EMzNN3Vn3EOSP8rzFhn4xZyDBC5Al3AIaZq6v7UMUBm2jhV0CIEY2sZtI5MMqEA4nu3qeu2Gx/GS8Y8ZrRANFwWYHlGZWm8JOG6UST2JTljsTRKAQqUNJVyImzvd4PwJyYnvrHNKpQe+PO3Bf29bfW149KvN+BMA94unYZ21WunqeAXgpjzkFBEkO2pWNhIwnd8Sy7s4uPpIiBZKBu4kMUsfdb6JsJndbiVhggNwTkGxmIDzuXHKnfBUxwkYBA41SMlHPM8jinlIOv/U8g9ieRXBR7hhHO3c++1mfX3IgYRjGdd4aaiJjnKN8bBYBRWcd3UWh5Dd3qdcQVJVBAlPRLixQPymzXScRSyJx8EsGhiT6gLu06yNz3A8mACTcJT3fZTDaAM8McS+CWUfIJf3H9ggBDOE/T4+/rHVL/7CIiMyMFYXRRnDrGnxiECLAtOhua9NVP070xmxfdy7ph103LnvJnTHq0RMd9ENXJ0UXa8JM4bBZX0cHxRiBtbd99ctL7vUiIrLpYldL9Pre3M0iIpISbec0JOHPB98WEZGsQ4lj3cEsiPrbxfTTojwbocpAEjmy4Oru6lmsJ59d1V1XShBHcrMjBuIlsgmBSjH+jrVMBMkIAbunMO9531qf8t1adsolM8D3EOtleyK47Vpf19acq313AH4gjXmdlH+mZDulhfeVNM1VBGltj82A30SGMBAsa8LxWwOqg4G704BvbAy0jY53JgNI67GU03+sDBgAnYEIEawWvm5Xge8BZrDb6ys6zqdntA5cM873iZwEihO+axfQh88mSjFCy2h56DuPdeK1N4/6E+1zXUX7oAgkFwOPryMwbCYx/3tAG95U1/FeB+KB6x/XyXUgQWK/ASTgiAgSSpW6ODIAMAOux46hin/X0eTXlimPbpatAdTJysAcl0SQXOib7UOUK+9eRnDsapZoGj0S/cEg2TM5zWexaPoAEZH+WOv3ra7O44OQl3Uds8ypxNggAumhbSAYCwwAq+lOAxnm4P0t6CjCJEckD97j5vCKRGQKg65uj4hAibeEGVx2PgcxgAHmJQJCT+UoH633D+DEjwbqTwauvpd5no7nrcFxpIx2LOgaM1VQ5HPbpcQ53gsoZ5tAA+TS+k6Zd6vRubBAKXE91x4ty042AKqvkFXfTcQHkXZMe+CZgTppHuRjS9l5lBXoRYEsMOrGQLFEskRys4+DRnAR2LTVV58fEp2RQGE8kRFZQkREt39KLyQCnvqQNE4GTHVd+oNSdO7iIKhmuySROtF5yuk+QbBVBkJlQNqxr2iriwLPJuxSiJKdjO3oIEB3IaNrB999onayZu0JzH4YsWbNmjVr1qxZs2bNmjVr1q5ys3K9V272w8hlWiEzLfvdHxKRWH63CS7ktK9fRbPg3XVy4PPLKRERCbHzOJe5TkRElgLdqSO6gkiR1eFDIiKyLN8UEZHZrCJOKMnoI7ZBaqL7GqJf8c82FEVCubFW7ryIiHgIesGvzF8Kjmka+NI9hmzZbEF3E/eGN4qISB8SYHszuhM5V1D+6Ba2ehue7m4Nsfs6Da57BTucW2NNlzEOREQq2DmYykJ6Dh/MN4GkeVpJv/RGSIc+v6gjpgviJxDRsAmJvAKkSSMpuyF3E+siEvOhaZQM5E5c36dEbsxPPwX0ydkeUS6QzcsiTXCyubNGHjN3sVgWcoWXILk4jVgWjGnBnbY2jty53MQuGOtyEDuhTP/0BPV+T4nSiUAoJAIpUcZ3GzEuGPeBdTre0TFSwPilatx8Xss0XzCROafa2vcLBezyAdKw3NN2fsxTjivH6YG09ivlbUVEuthh2xrpztoCYn0wFkUxEZOCcWHODHUcn+wizgRQKQuQxJwDsoQ8/6ZnysYSaTONuApFSD1T5pPxQqqZOH/u7jUCxhTR85mIvy1Ig3XT85TPzGCnbG9Z61zCDih3nLkzNwFS0euYB0GElAhRNvgZD7FGxnHsln3FqpH2Kcwhym2WAqLS9IZvbeuzX9zS+c45yrgn22MgoTDPS9i5nMYcvjDUsdNzTCm9cqj95GAwdYCa62G3MTMRC6Ie6k7Y2dQZERHJIl5Gw1Hf9qWWIhxqGY0JUhP1n9u4vjk4KiIx33s5UNTcOfCl54GUmPMVMdIEOmPd0R28fKiIikqoPi4PLnYGPTIncUynQopIMcx37MoNgYJIO5pXUg6Zu7SUDvZdRZQUUFeiU5oOYo/Ajy4EuvvK/ltyXoB8EAMK/ZLDGFsJG1FZfVfnxJKv7TaFdWYQjI00WtCFzmIgEinCeFT0J4sFxp/QutDHnUS8pQtdSFrCHxPZdGKgO5hE/hWxc1mEf8gEk35B0zrdw05sqOP5mpruyNYRq2I8NhFIczV1iJyrM7jPYawczPsOkIBhaPrIIcpw7R7l9+cqpv/pbupzs/ladI4yxNNAqxBF0cY6cgGoNkq/z1d17Ofg+68FCoNlIdJkCb7/pjSlLU10IuNV8bnNts41omnmEMtpdyF+TyimKWMKpBwQcrvrMVpnMq0y/GgLKEvevw8xsVhWIh7zSH+OMUTgv4fop/UB/Yo+x/WvhrWjCrTmJGpzE88QBUHpZKKDaKcRZ+YC0ChExXDcMk+iBM8DQUJ/20vE8yBi5MYp7UciSjg/eF9pQq63DrRJfzyF+un5vYiFVYlisCAe1ZhoQC3THJAiRA+uw6V34MgLyKuG2CXbIx1L15V0PHKuMr5VCnWuQcmc/SUi0sVcOIOYeT58dXecM/KiEUm2H373RHgO9dc4G7mSzlEiQEL4pCFQFHN5RcVxB399+CjS1Uai5C3fVYvlm6K8y5CTbo40z2S8iN7gDNLWBqC8L5EIteIh1EnfM7JpLauPtWGrozFJApS9O1IExQjo7DGQKEXELGGsDaafz2pMp8nYTp3BMp5tyqTFeQMB6Ski3AUShHUimiIPCXaiVIi64PUnMsrzssxRLJdsjHgaQ444aUk0yxPJ9qaA6EkiZ4hScUPGl4JfRjKU+03mxzgiYRC/2zBvxhbhPTmgs4Zoz43WV420GQ/lidAtTxUL5fJFie13EbUnN7OsWbNmzZo1a9asWbNmzZo1a9+3RsTI5f5/NZnjOPIXf/EX3/V0LWLkMq2cmpM+4m9sBCdFRCSP3ayOy10//eqcFf399FARJowBcDzUncxjjiob5EV3KolAmcoqJ3NtoDzyFL54Hgh3oxR67ExEgGZMkPw0vtjiy+so1B00B1sJ3L3v+sqBr6V3ow6IJeLoV+m9iA1yDaKb7yowDojmt6+k6dUyZtwP7rQTQdH1wYd0Ju/RI3eAhuDXZsDb35XHril2NG51FSnThKrHKj4ep6I0tSxdz9y5Jye2jJ2PALuvVMMZ+CZ3nko611Xir9ZUamAMCu5+suxUBAginnNoXOeOPSjCMpUlYkHTOwv+OO/j7uv6gKgAoBPADf4yotYDeCItL/ZkX9tkDABELwfEgPFdGp7Wi5HzZ/u6w9YLyBPFDnAItEW0O0Det17fW9Tjj85DwQG75IzvsRHtlOpOBznbrGN7oszsw+MdrdeXN81vtVX0CTahZRbDjX13qq1lv74OZAM46l/Z1mMBO2gRggd5c/frTBe7ZQF3zZg+dhdT8Y40SzZKrB5UdGLMiwZi55TR7mTPljOMKaC/Z6CEQd4/dxGfVgX6KqtH+g0ifLi7SNWhNcQDuGU6F5WpntVdpdUB5ydj04QoK6PNc5xxdw87utjdJjd9fUjlDPg4zPNHsDH0I2X1HwH8yImW9gvnAZssxJw8ktMdVcYRERGpZbV9bkzfoGUHzKrlKV+8AM77SSi0VKHKtdfV65tA1jGWCH1dVdQnZgLEuIB6QkfM6P40qoq1w65xPjOh+nN0rGUoheony2HJuJdbLxuiu1f0q9tj5aQXU+rrDgUaC4QordOO7oieaX7WSK5f1XgpJfjCJV93LjOhWaeGYyqhiYg46OumKHqwAETMADFZ5kVRKy78a3GodZlNUekFaDjEWGlCZaqASdQds5+wK55GPCbEhjkLlbUTw8+JiMhNuZfr876OSR8oGcZJEBE52kMfOtq+HrbeO+O6iIhMYd6XgFBgvI7NNR2/RJzlU3qd8TcYb4qIiTb8RQuIMqZ3YVXzHV3QdLMJ5NrWMJ5rXBuWCmgHoFEuAElClBpVfb65pn0/BfWacgZoLCA9TkFZi6g3IiNGPmNkaDpUNGPcDi8w4/lQTYjxUibPcT4SHbmxqvXZW9IxT3+5hlhPjAlCEMG3VnUccglmXJVjHarWaQZ70CZsgw78dhlIBiInqULTBoIiPYjbl+VPIU4H6/lIU+d1lSgVIHV+FO1F9OUJxOUaIQ+qhu0ranoLCSTp2R7et0omImcLqndZxLfiGjKfi2Nk5OE316byqA9j22heRBPlUOZ+IobWzVN6/pE2lYw03d14/+K7zQUo5hwBgpcort15Ii6xFnlc+82xoXkS5UqUC2O8mbGEiIihShrfR5sdjGOBkhbfE1JQTwQqbj0F1RrE6WiGioaj8kvfM+NIBHj/GAQx6iAF/zj2qVZCpSJFaReBfhhRkQUIEhpjjBBNOA6AcBxp2Yh0CPA8y8Z4gURAVHOIT5VTZMhG+0ERiZEj44l3ciI7iHBwHb5rDIy0M0A6EMGRQexBxhKMlHCI6ojeQYHCADqcSjI0F7FxilD5oUqNz7grXnPiXq0v0TzMK4myuBRShBb4JvKMaI7B8MKO9zO9i9Ru6FmQLxFAIiJhop5EjgyG53cs4+XGcHmq2PdKlebuu++WD3zgA8a5l7zkJfLxj388+r21tSU/93M/Jx/5yEfEdV159atfLb/3e78n5XI5mdxlGZHJIiKpVEp27dolP/mTPynvete7JJfLPc6Tpn1PESOf/exn5cd//Mdl165dO375CcNQfu3Xfk2WlpakUCjI7bffLkePHo2unzp1Su655x45ePCgFAoFueaaa+Rtb3ubjEY7S0YdO3ZMKpWK1Ov1f8JaWbNmzZo1a9asWbNmzZo1a/93LbjC/78bdscdd8jy8nL0/5/8yZ8Y11/72tfKQw89JJ/4xCfkox/9qHz2s5+VN77xjd+VvB944AFZXl6WkydPyh/+4R/Kf//v/13e+c53XlYa31PESLfblZtuukne8IY3yJ133nnR9d/6rd+S3//935cPfOADcvDgQfnVX/1VeclLXiLf/va3JZ/PyyOPPCJBEMgf/dEfyeHDh+Vb3/qW3HvvvdLtduX+++830vI8T+666y55/vOfL//wD/9wxWW+UZ4mMxnstPsHRCTeWe9CD55fO6+p6K7BHmwmkpO6NVQFGUYI5w5ya2TGJPh/VX7IyPtARXcfpnPYYQ7jL2ADIDNannIxkzu1EGSJvggyIjvz5q4AN/P5xexQ2dy9Xh1Q6UXvJ3d2ocAI2+A7Y0ftdE+PB4rxV14qW5zBNe5OJeNL3ICdnwp2zobYTeqNzWFL3vNpcLmJ4iDftp4x43KE2D3k9dksOMu474fm453kPHZgnjtvRtmnEWnQRxm4Q8/2407RKnbU2C+lNGMRCMquhSkDlbFY1yOj83cSaIE80m1PcOy3R1QE0XPc0aKaygA7tN0xdrPQ2S1w2adz2BkbElWgeewpaUJHoJqwqzgw6kYjL5w7pqex28g6sN87E2XeGjHyPXYa0bVUhdlbNNVjqMhwpgdlgAKf0/Mc7+yn1pj9RX65/mLfEz10tqtlXCrqDWk8V0rwrOOURCBAFKnNHK4CjUWFG8znpKrMPviDecRDobpEJUvesl7Pod24k8wdYyrwcCf1MD6yH55qRGWcWdCdryMYEyPM261W0ahLKa+VCLmji75jbIE9yPNcG/xntCsRI3M5LUsfO8FsriJQA+S6U/loGeP8cNUx2krTMBFedaiY1IEk4W7pM4O9eBY+DMNwE8iZ9UEJ7cO4MnofEQ51cOgBVLgI7VHEjuiGYMcOCjF914yfIiLSdDUWhYddTsZMabu64zYKdWdyiPhJ3JFb7Wr8qIMFRcfUM9gR8zQOSK+mMURObf+13t9SpR0qEhz3/rfWKa9tUcMxB8QO1cdE4p3XjEvUj5ap6uqu5yHRYzalZTuNHdxP9MyXmRvzLxERkTlf0RRHseNIhE0BCMkOdsG5RqwGjyJ9beeT8jUREdntaByrdUd3dzvjlSivclrXsXFXUUDzBUUoFFHGEEgP7oxzPF4YMCaJUfRonaphTeni+cfaWuZlKHalEVdmsKZlZfylaxBeZhHxvToTamCcx9ysGmK+biUUmIim5ByqDIkWYIwSqLThvg1cb3pc98w1gPE5iKA418+gjRjvhkiVuBxsl9NdxuOC76pw55bvAfCLQE881MB1pDOXN+PMcP73xkTk6e9tj+2qzzEG1BJ83kLJRGVt9ApIJ17juc6U4O+m8K5RB2KmhngmaawBa4h3wueSzzfg43h+d1nLUMa69mzky/SaGCOMV5XCc9tABM2Ue1FZy2Wt18y2+ln2DRFHRCqlGNfMM1W9MgnVoAMlxK3B2tpFuyzu13S3RkS9BiijptPHGFxHbDKiNcsTr05EMBFFOI91imOEiJGOR4SYnuea+Myq+oEWEl8faFlnAWdNDYlE0cmThmIWX44aaJNCqi4iIoFQuUfbpCxxDIyuqD+t5w9onkNF1uUQr4PoiXECTUCj2gzRKRn4IqrPsAwdxEUbJOKCUA1oHbFI6IeJ0vCINEnHcaiSCA7GKeHfB5WSxqEaAc1CRIcLH0SlmFxWfWG9rP6S6Jdk2QRIdSJIQiBNGEeFaBgiKFLwOyIi1cJeI20fyA/eyzIQ7ZKMIULEDNEaGcSTo6VTXGNdo26FnK53hawin4jg8dD+Psr8ZIJfMO9LKd08UXwUa989y+Vysri4uOO1hx9+WD7+8Y/LP/7jP8qzn63e9t3vfre87GUvk/vvv1927dq143NHjx6Ve+65R770pS/JoUOH5Pd+7/d2vK9er0d57927V175ylfKV7/61csq//f0w8hLX/pSeelLX7rjtTAM5Xd/93flV37lV+SVr3yliIj8t//232RhYUH+4i/+Ql7zmtfIHXfcIXfccUf0zKFDh+TRRx+V97znPRd9GPmVX/kVuf766+XFL37xd/RhxJo1a9asWbNmzZo1a9asWft+s++lKs1nPvMZmZ+fl6mpKfmxH/sxeec73ykzM/qh8/Of/7zU6/Xoo4iIyO233y6u68oXv/hF+Ymf+ImLyxUEcuedd8rCwoJ88YtflGazKW9+85ufsByPPfaYfPrTn5a77777ssr/fRtj5OTJk7KysiK33357dK5Wq8ktt9win//85+U1r3nNjs81m02Znja/Vn7605+WP/3TP5UHH3xQ/tf/+l9PKv/hcCjDYfzFt9XSL6Sj0JcUd+IRaZkxFLYGVEHhDoXeF6M09EjlEjJ0uStFbmcWXO4ytrcZn2OIUbuFL/HpeNNqAhlCXijyZvlHJn+UFu+s4Usud22R9wlwhlfT5KhyJx1lwY6/h4jm3A1rJ9Q9yHUVESkhWnkfu9H1DPngJrKA6BPumMclBT+cvHDsBO3BLlQDu9XcseMOHHdTFhDDhG2WRDT4QYwSCCb+LRJH3Y92B1GvDspKhRvuwjB+CtuF7b2B+BDkOxNNUKdKSspEhHBHbiprct0njWXiuGAZmCePhZR5nqpAjP0SxRTAQCdag+23Cf43+5TteLjSNcpBFQbuzJEjnnPjNmXbs49GOEZzjEoOQO5wzOxHnBPypJkHd1k3gZSYz+nz3Ant+UQT6XNF8KvLaXMHlPcl58uksd4tzON+YpuafqGAPK6rMC4Cd8o4J4lk0ueockHeOdUlOB/K2D3MgevO5ze6MRokvYm0fRPRRBUE9mEJx0i9BzEH0r0iyojxjjlHBMjaSJ/jjj39Aec9YwsQ4bMCxEoFzmwa7czYRSJxXCIqBg0S8Yo2x1Su0N8cM310RC3L8co6aboN+D62L5EMJcRL2Qa6Y3eou4cZV9OZDXQ3spiC+pgfUzR97EYxPkYXajwhdj2LUNhZDHT3Y81VNETb1Z2yveVb9Dz49qORIiLqjrb7deEzNJ0p3UnLAY2xKbpTSnRFKT2PtgAyRXRndKed0/WOqp3VCge0nRxFl6wBzRJg3dpM6c7lbEHV09qeyQ/vAR3Tc3VX8UCou41st+WgISIiW6jzeMS4AFQ2UZTNVk5jj3BXciZzOMpjiNhY51xFm3xaH5HDHW2Pfdj6PgHkQws+jOih9QHiLPlUMAEPPyRKkWg5xrhA3dEWVE2aCjS/B1vazxUo6jxzOo6txd3qYaC7ooy1RC9H1MQaYmPR//UTPmcZaMPNoflewJhGRO4NIqSpiTbYHNBPO6g7kCW5+EWBc2BjoPWeBnTusZY+862Gzv8uXlbOD7Q98g5Rb3gv6OoY8ICmmkY8g5/cl0KdGPsFcWuwtvd8MxZUb1zF/UCF+kSHxWs+lVxa8E1UJqNP8hMokw0gQrh21vB+wXS4zm+hDF5L5+o+5FfA+8RgaL5/jH22v/6OFOQmUG8VoFYZu4bG2CNEjriOuVZwrT7WMZ8j2odoIcaIybpcS/W5Mz3zHWlvUes6l+P718WseaqnUTmH61Ub54kK4rtJtN4BaZqPXun0hvOICdXHOyjnFJEgDfgLxnaK1Gqg0kifyftbiM8kIrI1OK5lzR8UEZH5vKInGENvs68qi56vv5PqKCXE2ahA4WXgKyKBMUk8xKkguiKKtQElGKIQiGCI1Ghyu4zfkyiFxdqtMmmdkfrV3lD9njc2USYjD3E9MMeymVmcXzPSzkEhsj9aN+pII1KFajSMUUI/S5UWxhoREWn3z+OciSphGkEU56ShaQBtEivDAKVC5ZuQ6ldAUONvJd8H2hiIkmJW68h4KsPRilHXnSwF9EmYqFdsHOt478RYyGW0LoPRqoRhKGHYk6eyhXLlqjT8e5eWy+WedIyOO+64Q+688045ePCgHD9+XP7dv/t38tKXvlQ+//nPSyqVkpWVFZmfnzeeSafTMj09LSsrKzum+clPflIeeeQR+eu//usIUfKbv/mbOwIr7rrrLkmlUjIej2U4HMrLX/5yue+++55U2Wnft6o0bKCFhQXj/MLCwiUb79ixY/Lud79b3vSmN0XnNjc35e6775b3v//9Uq1Wn3T+73rXu6RWq0X/79279wpqYc2aNWvWrFmzZs2aNWvWrP3T23eiSrN3717j7993vetdF6X/wQ9+UMrlcvT/5z6nwdVf85rXyCte8Qp5xjOeIa961avkox/9qPzjP/6jfOYzn7niujz88MOyd+9eg2Zz66237njv7/zO78iDDz4oX//61+WjH/2oPPbYY/LTP/3Tl5Xf9y1i5HLt/Pnzcscdd8hP/dRPyb333hudv/fee+Vf/st/KS94wQsuK7377rtP3vKWt0S/W62W7N27V/5P/8+kKvqR5CbnNhER6Xj6yf1ooDtr26LHbzb0y+60r1/HQuyYHwu+JCIiM2mNPt0P9es1OZU98Cm/1NGv32nsUvXG+qW9M9QPQzcVXxmVrwqefNZhFHRz9+5k8BUtS/qAiIjsC/Yb9f3G+KyIiORF0zkw1g9SG33sXmG3lDulPzSlu41V7HpxV6YIRAV3NIaBts25fjzUqABAPm3PR3wOqmwMzMj53I2mEgnjnvCrXrxr7Rt5p/CVfx3IkfWBiXYhOiHAzhsROXtaMfcSm81RjATuynEX+ulT3BHT8ysDc1fvH7a1z36owhgloVG3W2b1HweL2r5E4DAqPY3pn+ymjTqsDeJvm9/c0jSofsLdwTw4wbWsuRPJHcVcytxhzMdyP/itR+7c81t+gQgf9OOjLR0TW9idqgItwLFBZAP7XUSkhDS6bmjcQ6WWFYyJUz2ODX1uCV0UqwLpb6I2nlYzd9S2gCBh7BIiRoiGGWBncx0b7evIpzOhoBMhwdImb5v87mNtfWhfUXdPGUdjEQil/SXsnKMdufvH+AgDzAMibYg2OtkpGfcPMQ/YNplEHA8RkeqWfgSezZkxaiJ1GNxXSkGVY8y4COSd43ra5JmzOXi9NyZvVxLp6z+qGc4HE1VzpsuyxmVeLOi/qci0PUTZPapA6PUilIICRvtHGi1PfU8LO2bnUidFRORC72siIrK/8FwREdkdKK+Zu9wZtPsI6I9t7ApupXSnbn6sMThWUueishIZwhgi6z1VGJsrasyQFBQa2inltFP1q+oo93U7UH875ehasohdLaK0VoGyqIXTxvXFQNeI02koGEBt6FzwdRER6Y0UWsGdOJF4FzSN+pbScyIishQcEBGRAdAuF0TV0nYF16PMqsDwiKM7k19t/X+1zCXd4Z1NKcKDPq2MNWcKakF9tE09o2vNav9beh8UHajGVnIUldEIzkdlJpqlJFMyaVTOeLShx0eCM2gHXWcaoruy2yPte+4EH/Z/VNuFqA7EixlCKaMMdaELjiJUiLgZudo/abTz3gx+T0S/59iuwWUvIZ5JD3NqGXFPiBSh/5vNaR2IquoA8ZCLlLT0vvWB7ohO58z4KSOAB+mP2TZlzDmiZfoTfiGLiVsFuopKbsMI5WrulS3mGDeGyDs9f6Co7bgANRSWeTan7UmUG2Ns0FKJmBpEXzyMtYN3d/34ua81iE7T3wdL2h6MscS4G2xX+kn6fsYx+uq2ziHG1phGbLEi0G0noXJzsgcFJI8IPU2H6EPG97owAGLEj9u3hL4839c8Z5DHDVVtj3oWqNYIcadpEulIpB3fYYg+itcnxpnSOi/34IcCojWi6GZIR3+tABzQjwWKotgg7COirU529ObjCf/69LqOBcaLebiB2BUYFH3Rcf8QkA85oLO2UxsyaQ5ivI2AmDgz+oK2BZAQRGcEQVzYERAFZ7c/pWVifIxwokIikodvIdKDqjWcz2vdh3AdijFAHVCVhegvz9P3Nq5jjLFRBdouQpogdokL1ZTRRPwPxh2hgk4fMUSIsugjTko/Ae4LJpAckxbHztC+JnrjUsbrSfRFhLDwY6RFJpdoeypsJvIgMiQZpjPlQsHMZ4wS7S+iNJguY4ew3Teh6kPjfUmbPO8iporvMHCieS8VdKiow7L0DGTN5WIprj4LxYl84eU8IyJy9uxZA0iwE1rkFa94hdxyyy3R7927d190j4iGuJidnZVjx47Ji1/8YllcXJS1tTXjnvF4LFtbW5eMS3I5tri4KIcP67vJddddJ+12W+666y555zvfGZ1/Ivu+/TDCBlpdXZWlpaXo/OrqqjzrWc8y7r1w4YK86EUvkuc973nyvve9z7j26U9/Wv73//7fUcyRMAwlCAJJp9Pyvve9T97whjfsmP/lQIesWbNmzZo1a9asWbNmzZq176WFcvkxQ3h7tVp9QoZFpVKRSqXyuPeIiJw7d042Nzejv+NvvfVWaTQa8pWvfEVuvvlmEdG/04MgMD60TNoNN9wgZ8+eleXl5SidL3zhC0+qTilspPX7O39w3Mm+bz+MHDx4UBYXF+VTn/pU9CGk1WrJF7/4RflX/+pfRfedP39eXvSiF8nNN98sDzzwgLiu+cXx85//vPh+HJfhL//yL+U//sf/KP/wD/9wyS9c1qxZs2bNmjVr1qxZs2bNmrXHt06nI7/+678ur371q2VxcVGOHz8ub33rW+Xw4cPykpeoqt0NN9wgd9xxh9x7773y3ve+VzzPk5/92Z+V17zmNZdUpLn99tvlyJEj8rrXvU5++7d/W1qtlvzyL//yjvc2Gg1ZWVmRIAjk6NGj8o53vEOOHDkiN9xww5Oux/f0w0in05Fjx45Fv0+ePCkPPvigTE9Py759++TNb36zvPOd75Rrr702kuvdtWuXvOpVrxIR/Sjywhe+UPbv3y/333+/rK/HwZqIOEk2xpe//GVxXVee/vSnX1GZHceVvKtf0joMPAQo5aIoRHkqVPjvY45KBGUnZLFEJHqeVhWF+5URfKoMWbNtBOrzAX0LAfVmIKR152yUxpKrwfqqGcDC8alwBrDmsvN8EREZAj5XQYDSMe6roMwdR6Fuj4anBJnqATSg2VApNqfblMCl3KoeKae4DkrINqD56YlgYxd6lGA1ZeD4extUjy0EiNuDSLJTkClmQFgGGc3jYxgpJEm5Qsp8FtOkjujvDcjSkhbAwJAMHiYSUzd2IdjnTNWkXswBKstgnUQik4JzU2UGvxkg0iwTGzgOzkpagJ4/UGLbABbsm/SLSiYu6x5E+2V7EjZL1DeDUZI6Q2oCPyVugrqQcdgvejyPGFUpQBhJ3aghUGzDMwOnEur9cIvQTz3uMpVikQZoEQxAivOrA1OacjuSxtXjiTZoWICP17MMcsv7QP1AmbaicWjmn5RfZqBjwrZncvH1UYDApRg3+yGTG4revDjUziqmSfkwKVtNwMgroJu5EQXGdMMEqV7oZ1EWE7Z6FoH2Vvu8H/D4TFxWUoYu9Bm0Ty0JrCR1g4H4CKemlHPKZWDYEOf1hgoGOtu/mGhYUsm6uK8FKP7mEAHgSCOagPmuol4bgCA33IaIiORCpaHlILObBlw8hXbfdLeQpp7vpBpIWyfvgcLzRETEcxSzfN5VCPO8r2tECeN6VTSdAL6uBtpKxwWlcSLY5VB0UmQRLHVfSWk6HvLsBLoW0dePBTKHCFY54xzQdBxNpw2qogd/mgMl0kXdVxIB9ihpOQIVhHKTsyWFipaDWnTvcuqolgWB9EhPabnq69luh4IfEhGRItqjB/nH6YwGPLyx8nzj+lqocPMWKTNOHemp1QP9XRc97s+pPGUZ0PIm1k/PgXykE9M7y1i3mJcnDOQMutVogDroGjkjSo+qYg1OA+3ZDVBGBnJE4QoIvDsrSlXK4MIMxFpXXH1uPVRKTslValJjpGX9diMetyfa+uw/W+L6A6h7RAXV4zARN5tBWemDuGaQojebN2kRKfjlAyVSRQXP41g1N4UuQL53kg7I9aeCoUxZ2EwUEJvrkf5aH4IOhLnJoNgsI9fSpTykbT2+D5hUkV7Cx9H3LQ9YN/3N4OLehF9OwsFXEciZdBPWugOfx0ClPdBQuD6RBsQg4w836fvyaAM9z+CjDDS/rtNfzvWYL2i1WAcqE+wgBs5fG5CipIneWDW3bkmzYr17iSDt7GtSIPG6FQUZHoxJceT7h7bbDTWdW4XE2rOIV1C+z2h92U76u4kBSt8zDSn28wOdp8da6qMqaW2HNqRbvx2qymMtrRuNtUDnygVHA6Z2PZ173ZHO1TQCcg69htYZfiCHIKQDyIBP0gHZywwcmkmrf2OwTlp/qDR2B/eR+jGATC8tkoGFpSIZWZP2Q0untMzjYGScH1MCd4fnkvKwpINkM6D3IAAsg6WSHsSyR2VDe5Ei0umf2LGMF+WP/Ejl8RP+h0FJtQx4n0f9wosCmvK+S8khb+14nv3BYKuUCB4l2j8psZtsu0k6EPNiYFi2G+8hdSZM0Kx+0Ox7oUqTSqXkG9/4hnzgAx+QRqMhu3btkn/2z/6Z/MZv/IbBwPjgBz8oP/uzPysvfvGLxXVdefWrXy2///u/f8l0XdeVP//zP5d77rlHfuRHfkQOHDggv//7v2+o0tJe//rXi4iI4ziyuLgoL3jBC+Q3f/M3JZ1+8p87vqcfRr785S/Li170oug3Y3q87nWvk/e///3y1re+VbrdrrzxjW+URqMht912m3z84x+XfF4dxSc+8Qk5duyYHDt2TPbs2WOkHT6OmoQ1a9asWbNmzZo1a9asWbP2VLJQrlyV5kqtUCjIX//1Xz/hfdPT0/KhD33ostI+cuRIFOCVlvw7/7v1d//3VJXmhS98IWSTzP/f//73i4h+8XnHO94hKysrMhgM5JOf/KQcOXIkev7uu+/e8fnHa5y7775bGo3GP3HNrFmzZs2aNWvWrFmzZs2atf979p2o0vyg2/dtjJHvV8ulyxFslxDgbdFIzEXAc4uAwlUQEXvaNyPrMw5KGtD8FqDgTVFYINVp9vsKYZ7LKkImm7tJRER8wCL9iQ9ApEUwurwXMPJ9zrjXFYV+x5BYUDYChbo5jubdH/v4rfedD7SMm67CIl3AVhsNrcOJltZ5Ng+IN8qRzEdEZHsETXR8n5zOUANdfxfTCuUkhYa0EtJVWLZb5/T3XE4hc21Pn6M6zQ9NKQa2nBuhLoAJgwbTG2lZCfNtg+ow6RsOVrVv8znt60IeVADQG7pdlB2Q1WxWyzIClWgViiLH2yWjbIyU30edSPshbeIli1rm+YLCVbOAJG/2CfsNjKOISID2qOYU7kiY7sinSo1e7wLu3BhljfuSailbaJ/VAZWONB/CqB20FBkcIzxHetEUEKEtwIEX0U+T0GgOi/0lhePPFxVWmwXdJJMx8Z8e+ni7r5PgbBfKIg5hzdo/7YT6wSz6jxH4dyM/N4K56rEApQOOjUkrZtH3jvlMZ6jt2EJ71nMm3HaAvmba2wMdMye7WocVtC9VEvYXtf+uKVPZgbBqzIsCFV7094kWqDmgloiIHE7EzYrVeUgxQp2wAhCizdFEZH1nRLUKE85+vKPtt7tQMNI70dM5Rx848jN4nupNWkbHISUibqsKFHKmQu3TXKC/qXZA9ZQyFLiajkJmbwSEe3+FtCwTPTifN9uClAUq6pCuVckov5W0NbpX+p3tiW4toKmpREI1Cs5jKlqwPQlpb4EmuNLXcX24qh1QzRD6rvfPQbGEzb7laZ2pRNIeK8z8TEdPlDJQismZ/aTl3oUymZQs0qaoWnWoQh+k59cHmmfG1bWhniX1S68/1tyFMoMGAV5FAbDz55S1H0n3a2Dscc4v5EGNQntvDuOyd5AH773QBcUi8ea2K7xG86oohWYBayMVmqi0xZqTVsJ0SCGpJsb3s1J70RY6lpojtommtFiM95T45DruaYPyxfl8QwU+vEbqoQ4aqqqU0jr56I/pd2+s6fiuF/X5AtRuUhxroJRkQGnMlTS9MZRLVjeUmnCqFQfIW4R/LcFPlpF2Om2ODa4Vq9vKF/zmtlIX6BcOlRUKP4v0iiibD0pID0o8XHuoVtdEHb/VMv32ngL8M/Jtj+P2JbWFR6rN5eEvDkHtK0/qCxReSCfkGkuFrTp8HuczKThUQktSQukHyniOFNwHW9siIhJMKHQspdXxUrWonoUyBsqWxfpOihGNPmitT9UZUGg8k/5bSpvjuj026QJ8X2N6pNS0oZJzrhOXle9mXfgFviOW0uwz0K7QzltjHStUwMk7WdRVxzsVumh8jx2Bipi0sd8wfjd7qghFasRgkiYDJRZSK6huQooGVWFIrSGNIgTdJ0zshSepG6RnJCkctG7/lPE7n1PfV8gptbzXP4104z+pnIjC0kXaXJ9GRj0z6Smj7CJmkMgQVKM07iOdKLgE3SV6DnVLqtLQ3ImyZtI6H0f9tR3vTVqy/eI0+Q5NFSu8D3s7p+smwgyEYR/PX/ovdPbRE6ny/KBbiP8u9xlr9sOINWvWrFmzZs2aNWvWrFmzdtXb9yLGyFPF7IcRa9asWbNmzZo1a9asWbNm7Sq370WMkaeK2Q8jl2lPT71IdkEBoDlWKNtxV6P++4jG3YSqgS963UEolxyga/tF1RACRiQPla5Rw/l9ocL0ylCYITyS0dAR+HxC2SS+RgUQwpMJfaX6BGHP5Yyp4uEHpFGYRtpKAeoIbVfho0NH4YDTrkLwCL/MpxhVXZ8nfHsScHfBUTrOYjiHemgeVNRhmQlbZpn3lExKCCGw01nCoRW2R4oBaRO0Mc6nAWMltWEY6PmFAqKjZ2J4ar2q8NA04MopHF1AVPs9wm/Rx3l9ltDkXC+PMupYIMSV0Noq0pvKmrBIqs70x4zyn4Qsmulo2lAIAW2E9Rx1dpCDkZiaQfpODfBqKrrU8buAdAaESeNYAc2FZSBdZYi22BiSCkWoMtRb8nFdmeYooOoBopInGAFZqBWQBkW60H6MWNKh2C5si5m83jdCPqdBvWkDrp4HtamS1fFczOtxiPQm1RRm8wqJ5fgbA+6cRRo9qBZUkRbHF7/Ct0C5SSo01EA1IIWjnbjO9mU6VGOYy2n+y5BnqmYnGw0QbNec0QPAyrtj0heMyxHtJAQlY6Wvx+We9tn6WNsgg6Vj5JOGhbICQusCZp2D3/Eiv6P9fL6vEOdtKM9oYnqgagkh801HfU4xVFj/GN4kGyqEmzQd+h4I5USqVTWMU0LlCddfg/IRVZzmslQL0t8c57GqU9y+FcDy09F4M2ll44Qi1hRoKEyhgAjp0zhfhr9gb5UwJ1mHjs8n9VgA7J2UjkKKNBiWJyqqTCMY/DooW9/cHqA99Hc1Sx+DekbPkXYixvWkkhMViriGkHZFVaYs1cPwe31gPB7dN56gs5DO04bv4HrFsvihjpEs/MZMnj5IbyDtIZ0Y/+zzxoj+E2UgbSDDddN8DlNNcqCCTaqBcSzQOEy4HlXhR/s+1nPh2DF9XT1rUvC4DpXKQ9xHihfmcF87thBo+vmySfPMgb5y3fR2lGYWc6GNZwegnaQ80kw17RwpoREVhhRd9EeW1FItc4DzTJeUT9IKI4oifNv6QO9fyGu+pJbUUhfD/tdBPeR4zMP/bY6w5kK1g/7xVJfvNqZv4txJZUgZQZlR9zbuoooQn8+m+FuPq5BxKYiOwa7EA5rUmSwy5Tikf+A6RPWeJqihDY8UGvimPqnIHJem396AY3nU0XfPH3KvFxGRM13WQdObz+l9nGPPmI4dA1XN+O5IWtkomsd6fRGqSCWUteVpX54KlfqRh4piQaDA5eA9TJQK1hgozcT3tZ2ogJJJ6/syqSWFrL4PhqDNdAdnorK6qSKe7RvHdKokj2eXogZcRAGJlE34zv74NJSI9hLyvdn07yIiedRn5IFujTSp7EL1mdFo9XHrQEqO6+qYIaXmUvSUSxlVaKjaMqkkE4Q7q81cypLtkkI/ZCNakNaJdXYSylIO5ixVg3xQoy5lk8+TrnQp5Rxr1r5Tsx9GrFmzZs2aNWvWrFmzZs2atavcLJXmys1+GLFmzZo1a9asWbNmzZo1a9aucgvDOHD05TxjzX4YuWx7WqUsS0WFwHlQTbgpeKaIxFBLWgh1hAIgm9lE1HPCeWe8a/U8Emh4Ci3sIOJ4MaXd1AV1Z4Co4IwWLiLiAKIeANLXB558HTDbNWdDywLlnFwfUbxBielD8WHgKBbzh1Mqizxf0DwKnka2r40RRRrItqY/RJlMSGhwEcQwhsI9I6vtQsh1A1IM2yMt60zOVAQhFHYOkHAqCHx9S5872tK8p3KAGgKb/GBDIZ7ltB6pprAbzJLroPpBaPg5tElxAs5bQRpeFKlej1QUGIdUcNG8yxuAS2IsnO5pXZbyvnGeOXhot9WB3kfILfNjVPl8SitP6O0caCstL57CjORfbyvlgJSAJvpkHWoFVOOg2g/vC0hNwHjdVdBSEio+iNRR9Lg5gloNIN510IKaKMe5nglVJi3jPJSSJu2xjtb/kbZCLEn5QFFkHoo2ObQH2yFZd1IQpgEFDwDpTvZbC8oQX28qBJSqCAsDvX8ZkPDRBB1rE5Bu9jXrOQ14egNlerSjacSqJnpkSkmlEqol9ABbf6RFJQM9X0xAvgmrpsIJxxSvi8QUmQHGPCkZjSFg96S4IA/S2TZAt8hCOWsckHKgR/oLIpSbnqbn40QHCgQVUO/OD9Sv1FI6twooSAr+IBfGY+EUKImdQKl21dQi7tW+WoZq155QFVhGjlby0/0HRURkb/eQTBrLejAzbeRNmgnrROpNMW0uh+e6UM8CbDjtxGOhkCatT9OoZk0lB6ZJChGh9YTA06d9extUOvgu3p9yQHNDelvoyDbWgB7g51SGWITCC9eQSfWWOiQtBiiURyUGKpj19Mj5uTlW+uBcWucG4fykymyMtU+H4D4dyNbRBiY980sbWK8wtjhGBij7el/9FBXVNoaxGkMWNJ+Gr+dWUhdERKQSKFTbB1x/HsoX39rSvM6jrl1QQNkv7LlzXR0z/ZBKTvALaR1jpH5R3W3gk9JEhZOxUT6ReL3iOk8qRgsQ+kpa+6jpmT5tMa83kiZVS1MdBPS1gdatvDWF5zF3qDwCv9sFPWN+WdtgDDptyyOdIqaGko5DVbT1oR7PwldfU9brC6A70v/14OtO9/S4wrIBOr82pIqKSaXlWOBaQtrQWagMkVKzPtSxRnWmSQogqR1UNWL7Mq/GKDl39DpT4DrXwThPOVzLOfeg4tMzlY9I+6MizBrm9PKoh/T1RNWJqaodD5Qgh0pu9N1plF3bldRa0lhDoVKRoB1Mag3fHU+2Nf2Tw4aIiBxw1Oc18Z63Hz6snDJ92wLeP5YHsY8jXYfvjKTfsP70d5wDZwf6bjhw9L1p4OrvLJUOQy18OdB3xQx8UyenlI+t7mMiIlKBkstwrOQlH/TMoad0Cs9bR5vEY8DnvMuo0mM5r2m0+mf1Bs5nUDNIV7mUkVZCOkY6pWVOgbYy9ns4Noz706D0DEdaJ6qrURWHVBIRkf5wWfMIsGY6VGSDqkzAcfT4f41S1YbHpKXTdU0P15NqNdmMln3kKYXG1EMy87hSo/rM0NvUExg7rkPFSVOlRqAWFFA9SPguegnFHSf2tw5oT2lHfcYTqdNwTAjX8XRNwjAQb3x5VKSrzQIxQxg82Wes2Q8j1qxZs2bNmjVr1qxZs2bN2lVvlkpz5WY/jFizZs2aNWvWrFmzZs2aNWtXu10BlcbK0qjZDyOXaUsFkX1FwqFNagwt7+48ujKJ871I5YPUBv19pqtQsQEikBMGT5WaKJ/U5L81DSqxECbegPrG9HC3iMQRyAn59EGt2QYtqOkqXJ2wc0LDqaxTzypkkBDCcaC/V/pQ9UgRUk4oqaBccVn7gGYSrr+7CNg0oswTdk6YOqGuQ6TB9nYTcN3GiG0BxQ2o2lQyJkR0Pm/SX0iBuNDX+7ZHcX8yivxUzoTxbo+oyqG/DytaMaJ0nGhDSQTpdBCN/wDGDpVFCoAOb4OW0vdIUwH9ZaDX96KNZqC6QAqNNzH2CoDlsgxne4wir2mQeuEFJqSYfUQFoW02rOjzB0qkp0DRYGzWvahDQE4hP0LBOT6Z2vaINK94HhBaTfUOjs8WkJQ9IC+9MI06om+Het+xlpbtYAX9A1QzodjFdAwjFxHZGmWN36TeECp+pqsUkBag5pMz+2RXIZl9zNdzXUKv9TfHyPYQyizCulCdQutQw3jm+J7Gc0VQaqhSw/Yj1LmNNiE8egl1XSgQrh2Xdi5PioxJ1xkHWoY2muXhBiDWQUNERPb5Sjt5+hSfoxoC57lCmdf7gMKPFBJbBV2gOlZI8nlXYapp9Nv+3JKIiMxi7s3ltZ3PdWOflvM0jQugCO73D4qISAaw3GG4F79J4VIqBhfzM+4xERE5GCjVpiZ6/TjgvR1EvnfFpGGVQy1zHvQf9lsO+VRAs1j1YrjxiqdQ7WqocN5CGhRDPEslC/rJqSyPpEnp9f0lzkU9sTow6T48nkQk/kFH73/edF3Lii7nvDjWwhjKxWOhAnh+GzfPF0CnpIpPSL+o9+VddWYNb3L0x/Ss83C0U4AyT2Ogso6c3U3SK3womKAOS3moI4QmlS81QVXiC91iFn08UqW2kejAnYICxgVH1Q8GoVK4ZnoKsU9h3HU8hev3HIWRT4U6fmdE+3wIiPcpwPo5BjddhfPPBXo/HTnz35DluGHQLof614iISBHqEXvLoNyiL5pYn/YkhDSoYPS1bW3HGlzUNu4fRCpg+hvLZ0TF3VPie4Q+yLWWz3+jEfu81T4h7aTh6W8qO53tkM6r5+ugk9BnkarFcXkG1CRSu6gY1XJ1rpFWUQfdhO1N5akm1EU+29P3Dr5nRO0uIjfXlc6KZo0UVlgGUmRJW5nHGrkAhTjSLs/2qF6l9/d9KjphHAqV0fT6viIpjpruo039fbikY3J9oOO6MkHBK2dNCuJJHZYyjXnfGZdQVqxPKVK2NI+VASk0nJP0/XjngX+Zc7Vd2X5sN66fVETi3Hq0re09SfeeL5jvVVz/NyO6pUmLWsoWUVZ1FGVffz/mflPrJLo+lh3QVzFX6mn1205Z23ej/aAmCGpDCjSWdEqfG01QQmlUPXHgIxwhlZHqMUMjzScyKrPQRkHf+E3Kzmzlh0VEpDPU8UmqjQ9qTaTsAh/nOTEN/CI6D2kjoflO8p1apOgSUXV0rBXze1DGnlnWJ2Fs75RLusq2iFxMcSFNJQMKkYe1lvflslDgBJ2IZaDSDsuaT6uCTymr7d7qnzHun2wzUpAcx1zHL2XVgtLNRqAL9Qdnn5C+ZO0H2+yHEWvWrFmzZs2aNWvWrFmzZu0qNxtj5MrNCUMbh/bJWKvVklqtJv/v/fdJDhrc3HHvjs0mnEnEluSOMpEM3BHmjgeDip3XD6FREEVe30DgPe4cM99KJv5iyt2STdzLwGH86h8FIhuZAcZmEQCOgeNoiIcqxztaKAZvnQs06NpirmDc30AQxhJ2T5jvtVVzB1Qk3nHHxrqsD8zpSJTKENsb3NmsZ02kCHfMOp65807jTtJzZzSjg2XdFShn9Ot1Nq3nR0AHjBD8cuDH7TpCcNQeEQQOd+KxgxZw14U7OmqsUS8RRJQl5I4R7+fz7bHZX2wjth/rvgvB1HYXBlFZ82kiFRgw00FZ00YduDvdAvKDvEKiWBiYj8gT1mU+p+kTsdAeEyGiv48BJUOEE8dAVL6UGRxPJN4J464102K9ubvHep/p6IX9ZS17jIzAfUh3FruGxSi4HVFC3DU0ERUsE3fJGfSOSIvJsvGZgW/ueDPob3PEAIcmModoiTo2cIk+IsJsV0HHZS2D3aeJwK9aZh/pplEX3Z2qoN8nZxGfXB/qPXuKOwejo28KMFYaQCLNIDhgPadlInKKcyMZJDje9TcDwrKMRzsMWK3nufs9WcPHsInHdprJIdhs2kRVMOgv/SbLQpRRY6i/Z5AOhko0h7jiNRKoJAZZjOcDAkPCP9G3iojMFzTRatYxnrmhqvc+raZbxVP5IeoNJB/aq4rzmYwZCm+MObXVU/86V9FdrmIJO26o+4m1KeO53XVFPEwvAtUygSRbu1BGvfUc/VxrqAOxARTVFPqaKKsWzm+jDxuJoMNL2JHfXVS/moH/ONvVneR2IlA0jX6J4/U8gl5PIi05Xr0o4LOmtTIgyk/P70ZQz3LaXEOIwHu0pfcxADLiFhvrkeajx004nhUEgvURqrCGgH9cV+vZeI1o4+GvjI6LiEgRCKQDqVnUlwF4zV19jsPNkRkQNoddVAYozrhca3zjviZQGTMISJvFDiqDZm5jZ7Xn9OJ2AcLGxb3TwSLqOTauVxDUluZiplaJAElpexBptuwcQ9l1rBHBMASSZxTosZyaN/Il4orvNkRETGfil6gFzDUibbgm5KNg9vqbyA+OBa5n9IEMdMr7aEQL8jqPDNTdi9Y5oHJDc85PBgI/UNK+nC8AyQGfxXnPNZpzsB3NraxRVoImGDCda049izpjPD/U0LLy/Y9r7m1zY6MtzvU1Xb5fiMRrb9/neqXniXbhnURCco1dgcMkgo4oqkWgKGbwTsn3BK4Ny319V3nE+baIiGwMj6KNtI45IEc2O4pASadqUVmzaR1XHoKiZtMYh7l9IiKSwh5vY6RIg2bvUTwJVFBuF8qi97mutkfKIYIPwa17R3Fd8yvlFenoA/0xGCmSjMFKiZgg8uFygpgSleICCsWArmm0YwZ1HvsDHNXHBwl0SxRIFuczGZ27bKPu4JzxHNs7napHaURIDvR6CoIFnMe8Xi/dYJS5M1hGWurzR+OW8dsbd4yysv1p+SyCOAMpQlTHVucbegOcZHoiqG0S+cK2vxQSh+iX+P6MhGEgvr8lzWZTqtXqjs9drca/VX9m132Sxd+qT9ZGwUD+Pxfe9ZRsl8sxixixZs2aNWvWrFmzZs2aNWvWrnKziJErN/thxJo1a9asWbNmzZo1a9asWbvKLQxDuVxCiCWQqNkPI5dpg7GIE0GzzUF0tKVQtWZe4XWE2s8D+5kGtJua9IRs9hCwlJBGwrOLyMdDwMTPDh/U86HC3PYOlqK8lwomvYfQygqww4QKDwDLnc2bQUUJLSY8lDSVCgIhMmgYA+SlCQcGBLaegf64MMCmGfi0PgEZJ0WjAygnIapJSsJ2RKswIbObA0KTTcpNNWPCTZkuYdl76grzywDOmkqZ30f7gHSTWiMSQ17HPoPaAtrtaX3HIegmKCuvj0PCVBnEE7Qg9D3ZV8kxRChthpQEnO+izeZyChe8tqqwyplKDJP2AdcPAxOq3QVMdzRBERIRKYOSwbKlCE32GazWxJsz6KoXMNiituMQMN8qAsxxfFczDIymzzPQ6mSqpKeQuhKEpE/p+Ygig2cPVtLIm+NO83DjmGcicnH7EubPObcKSD7LSKpTJgpeh/kzAdEnLYdBkzmOk9QMjtMpVOKmul5YzA+MshRAWfAxhvL8naBd1ECXcgEBb/fVv1Qw5w7MNUREJJigT7QRRHYf0iqAntMe6LNtjN9sNO/pL0wKTTk3NPJeaSm8t5LV6w2k5zr0aQguzDnmFFBH+j6tez9BydFrJtWrBp/Bvuc4i+YG0pzJMg3QoDzmhfZDHwe4ziC2hJ2T6kDKTRycUY+k8i0U40G2BCbhtWXtswHaeU9B22sW9JI8aCStnvbHriWlPxTnEfwaqGiuKd11zcNBu0zv0vkNVLSMGprfbMeEUxeL2h+5OfjSYjzLdpXVV3RXAX9ua1n27mtou6Bd/USw1UpDK7ng08eBjtbX56sYI7WSlqU/UD9zDcbAOOFH2P4cO5tIJ4cxUcd5kZhyQKoBr3XHOv5Ihcvj2VKKY4V+Qdu9mNIykarY9c31iK3Ecci5vTLQfBjAtIquJxXHmWiq8wjqebNo8NURFoN61vSfXJuXex7KxACnWsYFBJ88P8DYcUmH1SODZtdSOdyv6//KSOHqHqDkC2ldq2ui/XdeTkZlWB18C/XVa3kEt62BjjMtmuamc15ERLIImjrrK/Wl7wxRdm2YjqPjeV+gEPsAK5bnaB1XRIM29gB/J5UmE5rvCwtZjLUoyHjcbkkJSQbMXsprHvQX6QS9L/b9epwCPZDBbnl/lb4M1DL6G55P4Tx/d+E7uV7unShbFf5yuqrzdow1YoB1fXpGqQKtptZ3c5BHO6gd4FyCf1zIca3hGACtBT7pmqqeJ/WUNE76o5oDGjEoPmd6ccMyiC3nZR9MhCZEAEgvzeE+UmNyoITV/ALuw3sYxnMaizGDgtP8MIc6a4vVcxooOYfzHUf9VDOldJix34yeJf2DwVYX808XEZGZQNNYc5QuQorHUu02ERFpj5Tq0RsqRYyBO+slDdBdQtDPQdDC85wXGoR86GkZChmdHx6CkWZANSmCCuKB7tLpH5+oMctsUjzyoPWQZsIj6+aD8uIPQZ1BINNsRql5AsrRyFPqDQPJklJDI02ohCCsnd4x4/okJYUUGr7Pj8cNPY80eOx720ZZWcc0qHWkyhQy2n5+VsddEDAcAAQCuo9pmVD2mMJUQH54D0a7j7wNuZSxfVmHTGYOz7B9dqI3PfU/AFi53is3+2HEmjVr1qxZs2bNmjVr1qxZu8otlMv//GO/i6i5T3yLNWvWrFmzZs2aNWvWrFmzZs3aU9MsYuQy7XxvLF6oULdamnB0QIYBL6PyyzbgdVnA70gXWOkT6g01FKDSCGNqAQ653tcLTSi+3OjcKCIiszmFdhYnlGT2IfByIKbSCKOZE2JZBry3DGgw4ZJpwFFRFSmlCdXUG+c9M0o9jfBKUnEKgFkSakzYensicvuIsOYx4fek+0Blxk+olyQiru8u6fFUG7BKwMYX8vr7h6YUnlcEdHYDCg/HN+tIR/snh2OSFjObj2HqVHIgHJwQ77mM3uP55rdFKsCEofmb/UGYLlVtCAOO1WZGRhmp6jEPSH4hZUa1X25Uorx7oLqwHlWo77DMgzEpW2mjnn08dwZqEvOAA+8uKwSRkHdaOU1lIygIgMowizL2UbczvSzu135ZyJvqFCIisz5Vf/QZKl6QtkLoOoGbzJNftjdHhOvr7zmo0XDci2j6e6D4wuf2F/W+HOkxaJtSRF+Dgkdw8bfj6axCN+ehmsL6Xldhu+hvKrxMJxResujDPq6nHNAB0Pce5soA/dICXaXjZY2yLoKu4aOu3X4Mk17uqkOYL/aQF9UP9J4LuLcO5QVSFQgP51jaQt5lUBM28bvrMZq/5n2yS1qESRPcgDoI+7GcUL+ieoiIyMrApKUdQx/QF21BbYYqVAH8Lf0Jr1/oDVE2LevagBQGQObBX7m2pNDjAfzQyaHCpudTZTwPSk/24mXSA02KChWcx2yH0xOQdRGRBVDg6JO8oZal2YbaCeh+TTy/hrnYwO/Ib6DvOYZKSO/EikKX69ugDR5uRHmDWSEpzMM05m+6qGUmr7hzTvMqlDTN2pSOHcL+SQsoI8/zHU14G3SArKvp0t90xzrmVjl+x6Qbme25DqpCL0H1E7l454ZjhGpf86Cnnu1TDU3vo/+gqgd9FP3yyoAKZPqbSlFU9KL/WAOfivS2aXRrf0Ldo4UFnOtxDmOCSm99jK+VvrYblVxIHZgfKb2kCAoClVnavo6RM6HePyvax6TU8NhxoOTgKG1g7B0SEZGN1IqeH07C+9W6oBasplS9YxPqGiVX4fqN0WkREUkD2p5JmeO5JQpTH4eg2uFdZilUys0ohLqVu19ERPI5pR6sDR8REZEsqDMZ0XSPjS+IiMizOzejbglupIjMYxkiTZX0KCplkT7CMVNMqNNsYJxtQV2JVD36a45DUku38JuqMzVQUpke/Xtv4h0gh3e9mZauy1zHaaOIQkiqsfbxyW7VKBuVc1gW0ltOdfnuxPyoyEUaESlhjlE2+o/JHeEzPVKRUTbSrfFSt69s+mPOlU34Lg+r8grGQtvR41pHlWJmOtrnGdBgTouOz5XgYRER8TF2amml1lDBaDzeRr7x+8JwpGM5l9XxtT3W8bktehzDp7f6p0REZLbyTM07Zb67UEVmu/MQnjeNCiZUY8llakj3hJYpMNXdRlCpmSwrLQelFdJwhmOd7yPUj3ScTErpQGGI91HklbTHo5OIxJQaWgv5pEG9IU1Gdogj4UJFhrQU1jNJA2I/0JyEyowf6N88SXUaUm+G3nqiLGb6LCupU0xvshyF3B7jmf7wnJFmytV5mk7XRSSmBf2gmaXSXLnZDyPWrFmzZs2aNWvWrFmzZs3aVW72w8iVm/0wYs2aNWvWrFmzZs2aNWvWrF3lpjFGLlOV5p+mKFed2Q8jl2mFlCt78ojAjHM9QGWnMwrTO+9BMQSwSkapJ5yR0Fsi2gppEzDMwczz50YKJ6NiRxUqNfVUDD2mCgeVbEYRPFIvkLbCMhB+TugxEe5gwkRR/wkprmYARUZ+/LJISLGTeJ40mA4QcPUJZCwVLqgiEV+gOg1hpIlI2YB6UslkrkAlEzOZNGCqhKtS9YO0iDmofOSgAkIYPJU6Ji0HqkHKNyHsRdAeqNRA+oNLZZKIKqMnBgkILRUzksovw9Ckw8S0mKHx/NYQ6iITCjo1lJVQ36kCx43mxQj4pNhQOYQ2AzoF22kbEHhSb4aoUwntVoIqDft+MDah8E6ie3OuCW0WialK9ETsi6RaD8ctx0Ao7Hv0rUOIsUlR4jg/B8WhDUDrlwqmKgXTX0C/dlCXxoRSB8ejC5gnxJGivNjO06AiEdp9DrSKU92cUSa2wizaMQX4NWk8pKmU0E/sl3OgDRD6HWzVjDpM2vFOHvVAn44wX3G9kiGFKGu0Rwv17mB+08cNqbiT5XXQicZUE0I+QByPA85BKEOAgkKaweToP94eop7muDTj38fKWD7guU3Az6lwQRWPXuTz9LhY0Pm9H0olLDN9Fv01y5rHhZY3vqhcrkN6CPwC0uCobaP9ZqD6xfb/akMVCehPqbBTSpvj9dtN0jCgCpKnP9D7DpdB8wEdgLSCDFRESHOZNM6ZUlp9UqMLikxCcasM1ZQ0fN0QtCr6Ps7ZpVLP+O1QmQj+gf51utBHPtpWlTyUTUBFqMHvDCeoNKR0JRVsfnjKHBvLUMLZldfza1D/oHLJnjooS8jr2FCPVCDKsd/QcZlIDUtP3DStN7Cf2M6zudiHkeoVrYlYM0mJparRdE4zXXShhOErbYU01Db4gI2Rh7Jp3VKhUmhGgOt3HW3Pcqh9nIf6TN1RSP5pR5VnhlC7KGcWorLukeu1rKABrjmn9NhXeoOAeTCVOah5Qx2iGyosvyBK+SgL1Dhc7cteqDS0M/hdDGOKp4hIKayLiMh8TvMvBzXjOn3qI4GWZ7M1L0nbO9Q0z3bpw7RsfB8Y4R8l8Pbm8np9AxQ7UuaGPtXF6Be0/XKRSpWmt9qj4hRocPArRVCoe2Ouf/FaRQVCP9Tj0+t67Zl1pTuRkkVq42pf86bP/1YLVFKMqTL8AhXPSIlmGU93dHyX0ngnTCghXRhoPqTBtCfWs+2hSf0mDYfrNinGMYUGSlGhvldsu6pq4kGpaCpU3+Y72l5fCz6n93VUcSSVoLVQqaQxVnpVIb9bRERyWR2vpJxombQsHs5ttjeM80FgqnStNb8oIiIurodC32UqEXJNFwf9BgWTbv+kiIhkMjNIn5Qx7S8qvaQxR1v9s3g+prNkQCNJgb4z9leNPJhmCmnxvqSREkLFlySlJqnkEqItSO/xsVaRhsTn0xMqNuW8qlGNovqf0vMFpeWRGuMHpNxmdyxLLqNl7Q8v4P6+UTbWuVQ4ICIiWVCXOgOlWUVUHvRTUh1H09TxV4Kqked3jHtJ1yEtJ2mpVEnCMJQgaO14/aliFjFy5WY/jFizZs2aNWvWrFmzZs2aNWtXuYXhjuFknvAZa1aVxpo1a9asWbNmzZo1a9asWbP2A2wWMXKZ1vC8iBJAyGHyK9sAUNcOIquTZuEHhH4icjighK2RQpKzQopMwbivCCjctihF58JQ718ZxrBITzStKVfhe9uB3pOCKseqq9C2LuJwl/oaKXsMqseir3C+HOCpK+6qcT8htITIes7IqHNbNvW6KES2AqjswVxdREROTrRRd0wKC+k8WsaVkULizqc00jjht7lQIZi31RReS+bR02smrPp8X9P5dkPL2vWpYKDHXVBF+SrUaUg/2gbMvRDRh8pRmo809dyBMiPg67GS4b16XwtQV1JkqJzBMTIE9pWQeOb1aFPH0v5yykiXVAbetzUq4wjIPNpgkj2xjaj5U1BgiNUeGNFe82ii66pZkyZBm4ZCwyDQsfTVDUSPzxKuCwWDjFlnws/7oE+x7qRbfZkKBxOFJiSYMHLCnItpLes4Ae89P+ghDb2+KQrhrobaPlR2qGf0SMoGocp1oFXXh4Q86+/DFbazjjVC5hujyRaGGkwB6h6kjwFK3cLvs6DtME/25bE24OtQp5gHtYOQb9IkqLBDOloGig+PNaEMM9Y6785pnUn5yKbishJW/o2+zuM5zMs+oKp7ciWjfTYGen4mn0YZdZDQj5x3FVocgthyJFSFLPqkbVcVCXb5qjDAqP4+IMx9B/Q1TzugINpGVVB4tN6a9mlHo8yv+8dERGSA+j498/9oGR2tdykF/wrY7VRWf19TxRzF6saxQzoE/SqpI5xFAx/9FrI8Jjdpkt7FMcypw3FEaiIVNEh/zOPZmWJg3E9/QvUU+pMZjNNFMA6KKe2fh1qawfm+uadButAmqD2nevHSXkSZqA61r4jfUJehAhEpczVQXXJQX5pbVL/sYxx321q42qz2KdVtxlC5ECplrGsjNEHZ2bsba89hUCRBKfUxL/wJNHx3S/sik9MG2ZNtaFqbmlYflJmnLWpZs1D9Ob+mDUY1sF01HZ+bba1006uLiMh1FR3X06hrG+pfLdAH9qONqJSTj2iZ9P+xSgLPtbDOk87zbY8UGj3eWAMVFhSjFdB6VlDvWcy9UQC6GebzhR5g6CEoM1mtI0kBXAsGY13TH2ppHc+mT4mIyLNTN0RlncYAJY1sY6D3bueOiIiIi7qMMadqDnw25Oo2ALVfdjXt6UAh+PS/LUfHSg6KUB1X278lCm/f418jIiJ5R/v3vHNe88V7x65A6Rj04yKxz1oZakM1RppmCe1BVZ4hfEwRa+XBkdIgRlhTToTLKFveuP98V8tCH0n/U8X7RybUsqRAUxti3B4P9b614FhU1oWxtuO1rtJC5gtcC6iyAV+Debq7BFoFnj8PytiFHt4xcb6DRWEdtGq2z0aodIDeSNuikiF9W5/MuiZFb3Kt5/jqwkFuQEWRa+s6lJtKGGBh4kV31VdFowzeOSui44/9sunqe5g3VspNOf80pAMKD+gapHyQvkF6Sz63O8orD3WYgadrQaREgrERU2b4vqBlT1JgHIc0dtBXoUCWVC4hdSPlJuk/feN5Uk9IoXEn6DAjUNlIQ2E70Jg3y+5izcxmlGJHmgopNKSx0JgX1W1IMfHRnlTYobGtCrld+B3Tivretuxk/RFpN9rHuYwee4Mzxn1BqGUbR6/kmnbcXtpOTqIuba+h95FetIO6jz4X+4Mx7mWZWbYM2jNub02bfc+ypNyShGHwlKfShBJG9OLLecaa/TBizZo1a9asWbNmzZo1a9asXfVmqTRXbpZKY82aNWvWrFmzZs2aNWvWrF3lFlzh/1eTHThwQH73d3/3u56uRYxcpt06l4ug6ycAASYkMYvzi4CDrvcVV0bodtalOgpUU6CoMSUKeZvJAT7smnQJwq73ImQ8o4evD2JoXT2lsDpGTp8HvI4UjpqnUeYzjkJZCT+PlBaomIOI40VAY/MCmBrgpCNEIC8GWuatlELo5wNE1oaqStXJG2Wf/AJHyDshmrSZnJb5ttxNeBYR2VHNBUXERXD1H92jNIGZJYXWIVC2+EMj2ZjyBNi6kzI/i/IraeBd/J1wDIi7N2LUcsDAATlmlPnx2DXODwBPj+8jXD+Fo16/bdYsC68Tnj1IqNbUM1S50PvSExHx8ylT6WMVUG3SQajA8My69v3T6wolLGZN+GJvROi2PvfjuxMKMRFcFRD6wFSCGQaEa6eNuozRBl5EYYjLGt0TURPMPLuAHnf8knF/yjGhrlSEgKBApMQRKw/xvBppK482qaxhJBdRefRek+bEsd1FmqQBEe5M9ZR6xlR8qWbQL4jyf6oLKp1jqvr0ACtN40nCpwmPXB8NcZ3tGi9rQwHtxlWo+oYo9LXoKNy5N9K5tghqAaHzp6FIsuEo7DdwzaWyBLg0KTQ+KHzFUGHTZ90TIiKSQb/M+wq1b7oKyc0AYu8Dpt7xe1HaXUDit0ON8E/aTgZqBj1XrxcCTWMY0r+ijPAT57rwL1QLQfqk7pHqxfOkmvA36SwdqDVUofQwKR7G4dkG76aCeVnGcSEP2kRWU50FLaWa0fatYM6V8Dvl7vxKwvMjzKWXXq/w7DRUUUhv8eF/hgO978xWrPrx7ZbOGVK/6GOo9MK5lIfqDH1XPqdla29re2dBaykU9Tz9KFgRksmalJgBKCUjzN0AczPoajpgacmw6RrXJ43nUgXQSkvaybUZqB245n2L0zou82Vt72FX61IAVezl1ygE30soaC3guRH8POmv5crQSP/8prZrNRcvMuWS/ntSnURE5A7U/8y2zo16jkpmev0g2vkClEnW4a+rUKHKQ1mHilH036REMbdpqoPhzHU17e+M8zTjvsl7wAaRhkeqh/Yxla1IudgemkovN0DRqZSeQnpqW2iOR5paBw+UhedUp1Dm/SISq6pM5Uj1uFZERJYxZo61oWA04cv2Fwsyaa0R6HiYkCtQJloBXeeCKMWjPVbq7XygahxzUNLpw1HwnYY2Rv+5oEx2HB0TDgZZBms26UKBQ2Wz2DFkQ6h14B2P7biKMrahjjSNsTDCXGxjvFE9kO+UpLuyXxqJd5Sa6HuaJyateHNI5R4H5eG7VDwaSL1MI/G+aCeuo94yVNWPA2n1E2xvFz7nGc7ztY6ifTbEuyEHnBdiXQM1ZAz6BGkopEekUuwH+AVQHkgNERHJpJRWk4dCC6+5eOlzI+oLFWBQJk8p3lQoIZ2FtBKqqLgOVVb0fZaUDlJ2SHfJ55ZQdu2v4aiBOugcr+Rj+k8GVBYP1A9SYziesumqkRfbhVSRVKQag/GXLhvH0WgdddpG3TU/qs+QKuMHmt4YlNRiVlWxSAPSelDJRf0baTpUn+FxPLFei8R966GdQ9Ja0uhzlI1rOdvdB20rSWG6lNWKh+KyjnV8ks4zVVY/V0jr/N7ofht56PstKUts97HfvogW9lS0MAwvu57frXZ5+OGH5Zd+6Zfk7/7u72Q8HsuNN94of/Znfyb79u0TEZHBYCD/+l//a/nwhz8sw+FQXvKSl8gf/uEfysLCwhOk/Ph24MABOX1aQzG4risLCwvy0pe+VO6//36Zmpp60ulYxIg1a9asWbNmzZo1a9asWbN2lRvlei/3/+/Ujh8/Lrfddptcf/318pnPfEa+8Y1vyK/+6q9KPh9vYv7CL/yCfOQjH5E//dM/lb/7u7+TCxcuyJ133vmdZy4i73jHO2R5eVnOnDkjH/zgB+Wzn/2s/PzP//xlpWERI9asWbNmzZo1a9asWbNmzZq1K7Jf/uVflpe97GXyW7/1W9G5a665Jvp3s9mUP/7jP5YPfehD8mM/9mMiIvLAAw/IDTfcIF/4whfkuc997o7prq2tyT333COf/OQnZXFxUd75znfueF+lUpHFRUVN7d69W173utfJn/zJn1xWHeyHkcu0uVwolTQj1IM6k0cE9wwiMeOrWxPwSMJWu1DnWBvoc+s4bgwVgrhU1N9UBUkqHnQBAaeqCKk3IjFMfLFIWLQZhbw6NuH8VF6gugKhlpsDE65PI8JqKwGluzY8hPygeOKPUB7NqQT4JaGzIjFFiGompbSZVylqX8e4b09BG4Bw4GpN4ZKFw1pmp4KI4KhLCCi8eCbMVDKAUROfOkYH+RfD2YMBIIBQ6QjRniHh+KRmkLqBJEjbIQSbkPdxBNUGfDxBlfGhIDME5PaiaPaA8zKq/TiMn+/7pGrhGbTfLKHuiFBfgSrC0pRCEivTgMAygn0HeaOsqbTZLq6789ggbShEWZOwdD+qS1zmQMxno/Ok1qBO3XEG9adajXk/68ojVWXYFlQYGebM5waBSa9Izjl/olxMg8OG85wQ93GoZatmi0YauZRJZcpi+HUxBko4kkI3QCFqgHrnQNHLgwtRihR19L6er+O7F8bUujFgyaS+bIGekkaU/Q0BHJxwW0cbIECPkCKTwhKxFBzQuoEiw37LORyHgI6Hmt+AChFQ1JoFpSYNmDrVstwJXaUcYOhZ53oREemnukbZpnxNezajZXDg81ah6vVteUxERB6DisdmoJDKfc4zRUSkADWKbVfh1B6g3z5oR71gG2XCPArVv8yChshyiIjcBArAkZrmNZ3TvlgE/WRPEQoPCYrMFFRQSJGpVqDWU9K0u01tA86pQknTo9/IVaDCgDkdtjB2QG/JFrTfdwftKE8/Mbf2QqklDcoG5+f0PKDvFS0bBRmGG/r8mbPa/oT/p1b1vjzSKRW0bj3QBh7drouIyAxoJ185oWOg/ZiOqcU84PAOqXlxGfdMNY1z457Ws3qt5pnaW8EF/T0+q2OlXEdaBS189pjWqY91LQPaSQWKOj6okvk5pFsCJRKT24WKGNcB51EtF/tLRCQNpaEA9IUxjtUlnY/lstY/kwdUfoR1f0Mh3lQHuhb9lIN/bkNVLNl/ZbR3E2vEroKO0yyoN9WMzjmuB5PqSgsYf/Sjj7aVpsI+KCGNVfgYruNFrNFD31yzq1gbSC924B+4ZpNSlnI4D/S+ebwzcSUYoKxPr2t5WhOUj3qOdEj9vatIdT/93YWS0BCqPFUo6O3P6nEqxzVEHzjVI2WG6ZprMBX1SN3bKwrvHsAn9kA16YtC9SupxehZB+tNjy8GQuog2w0UL9SX61gOtLQDJT02PdKp9XfUh2A/MP1NV33WtelFtA3om6C1FZHu+tBcH0ViH3Oyo2OCNOmFQKkWPVBrHumAeoS1oO+YXGWuGU1QmdqpLV7QMpVv1rqG+lx3rPd1fW3HFGjftYK+S0YqNcPVKI+N9je0XqXDIiJSzqsvoUpNgBewXk/pFVQ/yWfjvhERGaPPXdBUqI5Szmsft6iukqB4sEyk5uRBRyFVhI5qssxhpMxithcpLklll4tN5zWpM9l0BelhTQBVh4oupZzWgf3RH2o7u1iDx6A2NbuP6HnQi7RMUNkBlSimnWjaVHjJZZWeRgoNZ3CpgDUS7Tn0NO9LqcwEGAt5KOQMhheQ7jzybaOu2gbsZ5GY1kOaWKuv7zZdKGn6eIZpsS6kPTlO+geCShNcgSrN5d5/0fNBIH/1V38lb33rW+UlL3mJfO1rX5ODBw/KfffdJ6961atEROQrX/mKeJ4nt99+e/Tc9ddfL/v27ZPPf/7zl/wwcvfdd8uFCxfkb//2byWTycjP//zPy9ra2uOW5/z58/KRj3xEbrnllsuqh6XSWLNmzZo1a9asWbNmzZo1a1e5hRIr0zzp//Fsq9Uy/h8Oh4+XVWRra2vS6XTkP/yH/yB33HGH/M3f/I38xE/8hNx5553yd3/3dyIisrKyItlsVur1uvHswsKCrKys7JjuY489Jh/72Mfkv/yX/yLPfe5z5eabb5Y//uM/ln6/f9G9v/RLvyTlclkKhYLs2bNHHMeR//yf//OTbTYRsR9GrFmzZs2aNWvWrFmzZs2ataveiBi53P9FRPbu3Su1Wi36/13vetdF6X/wgx+Ucrkc/f+5z31OAgSdfuUrXym/8Au/IM961rPk3/7bfysvf/nL5b3vfe8V1+Xhhx+WdDotN998c3Tu+uuvv+jjiojIL/7iL8qDDz4o3/jGN+RTn/qUiIj883/+z8X3/YvuvZRZKs1lWtNzZAtQ2G0g131A6Ntj8zsT1Q0GgJ+u9nXQHO8opK0rCuclZLPe0YjWa4Cl9sZmR3bGChf0CHcPTZi2iMgW4LeEIBNuvw0JAEYO7zoKTbtGDmiaSGvFQaRrIbwSdBWoTuQAlSUsPQOYWhX8gKW00ggKGFlkqaQm0MARBA58HtImkiAuKoxQOSSToHAsryoE0/8qoOFZk+YzgDpFv58z8qkA2kw0HekrYWgqFYiIeB5gyYAt+wlqC5VXmDah84FQiQUwPt+ktxDK3PNJozDrRhoW4cJsvm5UVv3diRHdEVWLkf/Z5qRuUDnjAGQ48usKPS5uayJplL0x1DpvQZ0mh7LlALN2kjQrlI7UElJNOmMq8LjG9XCCPkHKC6HCVGLgTOKcGkRUIjHahcZ2pUrPGL+pGkIaGmkqjPbPdKjexOurUJYpOLGLTEdqUeY872JeBugUF5NvOQTsNlR4eM3R43xe25fze8OLo++LxIoynqNHqgDkMec2XU2XlI80lKAyTqyy4CENB/dcH+qCwsWhG81rUGucGAIsIlIKazivcN+Wq36hBWUH0k9mALsmdYcqVVSnSgV6zCaWGg+w9JYbQ2T7jkLTW/4KntH2KjkK211z9fwG5s7QgU9zodQCxZu0aDt4vp7fzKgyz0A0r+FY85nLXGe0EaHefU+h4J3+SRERGRVxf+76qKztMaDVgan8FLAvXFPlg/M511H484mu/r6+QuoNYNOYgx3QA+Z7WsdCRtvrxKrOWdImMtGcpRqGppt147Vja2TSKPdgzKeTFDlQQakyMwZsv9OAChDm8/qAdAm9f6kMuDXqGKlaId2+b6pTdTCnj7ZLxn2Tc3p9oHlOZ3WRrYMCsjej0PUcqEIOFTUugHYJiagUqC5UyCG9j0cqkPk4bh7XSpfrUAvpa5ljpRms8R0t12azGJWVqjtcC5ZqOu5CKLy1mtpebgd+Ge3GtWG5q2nVUVfSJzfQzmG0Xur5rRHbU/Pv+VCQS9C22ijX5NpCaiHXnS7WWAhkyRaocStotxWoVFFRb7bAdxO9HmBUkfpCpZOliv7eBforaVM9tFEaZaIS0n7QY871tR8aXrxGsJ7xO0RonH/GtKbZHCk1gHRIUnapTlWCeyxntL04NyE6Fa1q61Brcp1pI18qlxwIlc6x1te2mc7Gfpd5dvHiQ4rmBqhw08isgHp30R5UpaFNZ00KzMYA6xpKWYE6UCZQf0y6JSlOeZc0S66DLFecxwgNWHS1DMvBURERaabUx+zxDxpl4rpEymPDbeC3ttd0qPSWLVkWEREHc6bpqbILKQ9UC4noGqBpbHdVTYgKMlScERHJQ+2k0T0mIiIF0EZIbfFB+XAcc50ZgeriR0ov6nPyWe1bb6z+lfQWqtQEE4otIjElhNSOXh/KFynSWzrG81oWqBv1j6PMqtyYAyWGtBsq5dBYRlJgUhPtICLSJQUH9JcQY6LRfVhERNJQ7iGFh+o/DriRIRR9wgmaC9ViaFS2IX2n0z+1Y1nq+f0iIjJAH5JKU8qr+ki7d9S4n2XjXCK1N1IuAoWGZSMdJpTYt43GWO+hjEVaTqz6k0Ye2n6et22UQev61KfSTCJALucZEZGzZ89KtVqNzudyuYvufcUrXmFQVHbv3i2pVErS6bTceOONxr033HCD/P3f/72IiCwuLspoNJJGo2F82FhdXY1ig3wnNjs7K4cPq4++9tpr5Xd/93fl1ltvlb/927816DuPZ/bDiDVr1qxZs2bNmjVr1qxZs3aV23cSY6RarRofRnaySqUilUrlovPPec5z5NFHHzXOPfbYY7J/v35Eu/nmmyWTycinPvUpefWrXy0iIo8++qicOXNGbr311h3zuv7662U8HstXvvIVec5znhM902g0nrBOKcS/3Il2cymzH0asWbNmzZo1a9asWbNmzZq1q9yC8Ao+jHwXgtL+4i/+ovyLf/Ev5AUveIG86EUvko9//OPykY98RD7zmc+IiEitVpN77rlH3vKWt8j09LRUq1X5uZ/7Obn11lsvGXj1uuuukzvuuEPe9KY3yXve8x5Jp9Py5je/WQqFwkX3ttttWVlZkTAM5ezZs/LWt75V5ubm5HnPe96TroP9MHKZtr80lqW8fnkipYBQV9IBSEFoAvrqAhZZB3z/cFWhcilHj1lXYX1AfEbwx2ngMkkvGAaaLiG1w4lo81TEIYQyhidDncavi0isiNMYKWSJFIJpRG6vZBQCR9j1MGD6grKGRn4ziKjvUtUC+dUACybku5aP6QKlol7LFfTZDKL6+6Aoba0pbPIYVA1IyZhGXhUcp6sKg8wwwj0isJNhlM1DxSahehCg3TpdQO0ALyZcPZWKYXuEhW8CXlvJAOIHZYDWyKRV5JBXxiGUVqdYD/D/QqQcoOkwmj/bjeoAM2i/5NhiOoRT5yc4SoTf3jKDdnUY4d6k7RACf7anToWUJRqh17NZbY8FqB5Uclom0ooWpxX2WJrW8wHgz70WYJIZbSP2SxAp9cRtttHQOfDtbaVuzELVo4Do/ZuA1K8OtR9mAZGvoK/aKMvaUI/zOT1fRP9s4LkG2oBzJoW2WcIYYfs+0gbstAXY6cQ6QVUYNvnekv5jL1D1rFUD89MLNeI652SsLsX2Jly/jLpQUUdvnIcqCMWS2mPSf/QrfR1zknN0MNGPuwp6cjprKmWtA9L9WIvtzXE3JZNGNYNBAHj0UH/PoUz1DFQs0qRt4X5ffRmbjSUqRtQP0o0E5Yp3HEibGgbP0HtxD2lU58GU47OsP6+TNkW61bmuQsF7gfYxaVE9V8fYWVFIsg/YbtGti4jICJSeqfINIiJShuIDlXVERFKgFpzpQNkF3NpVwHyp4JCjOgLqzfFEla6HG1A2K+juTBFjjCo3g02dHyPUkcoapAdwDSKljpD5M53Y39Kn3FjXubQ80PrMYa6xb9w1vW9PRetQxHWq1cwc0TSJTKa/puIWaSpF+PepsvqNzY5OkCrUaW6AX0iDTkC/PKl2RVrOCEfWobuldWhDKacH6kUL9D9XSJ3TwbEBilGS5kdlF6qCkHYyOG2urVNQsSFNxU1Q9UREiqgH58AQvrm1UhcRkQugytCH0dfQV3F9+lYTEHvMc85d+uvzfdeoQw/3UVHuYJn0TfhZlO9cKy7rOobFGM8USL2AU4OIXOSr9pa1LhtQ5TmHgTYLrixYmXKkqs8/q64Z3LRbKXXlGTNoXwqI7MyCPuiAWjI8o2OtvaL9NZ6gJfehcnSmVTHqP0kXExGpYn1qoc9J4apmRqi7Oi/2UxlrCNMhDe1MF5RF+MpH0H70xzM5+nPNZ1c+piTQv61jPWri0n7MCdKlSIFrgTJH+s8q3s8643guiIjM5rUMu4rqD6hikwJNYg39erRl0mh59NDf53txfxRTabSD1vPZI92tHcOXzRWgioSB1PDoN5UCQupjIdTxXQRl1HNA73H0fBoqSXnQKDojHRtDOJJ8Vu+vZmL/KiLS8WJ6ZxOUjExa1xcnER4xpsjMGef7g/PGb1JqXEfXZlJDWqCK0BxX6xKCOkPaTyatlI90Ko86bKI82JUebURp1Iq6Q+4yLarFoN6Rcg6UWVz8LmS0ju2BKrV0UTaXVNkEhYbG60lFHarbRHVz+N4RtyHp7QL6j+/rgBpH92ofDkZbaAd9Z+mCvpJi2bNTRnskLVk2tn8uQ1qMzsk8xsIYtB+WR++tG9fGo5aRJmlBF1OUdI0N/PYPAJHme2c/8RM/Ie9973vlXe96l/z8z/+8XHfddfJnf/Znctttt0X3/M7v/I64riuvfvWrZTgcykte8hL5wz/8w8dN94EHHpCf+ZmfkR/90R+VhYUFeec73ym/+qu/etF9v/Zrvya/9mu/JiIic3Nz8pznPEf+5m/+RmZmZp50HeyHEWvWrFmzZs2aNWvWrFmzZu0qtxD/Xe4z3w17wxveIG94wxsueT2fz8sf/MEfyB/8wR886TQXFxflox/9qHHup3/6p43fp06duqxyXsrsh5HLtFrak4WifnXn7pGHHXCiA4hA4K4Tg1fyK3cFu1VT2JHnDka8iyrGeRrTzSFY1uow7j7uSNaRJoNQcq9oEPDrsH5VzrjcgdQjd0EqiR1gIk64q5gsK4OnEdlAJIOLnZASvt7WJurBHbL8DNKsYCe8rb8rA/0SPNPXdp4H+mKmojuXeSBNchXs+NQ13dSUOZwD7OaGnh4RFyraSitDgoo7n9hYlnQubvcqvlTP9XUXddBH+3HXEzs/DKhHNIyP3fsK8hj5DIQXGG0wHJtBXYtZFlJtjOe4+8dAf+XBxRAyjpsqEDUloFKI8Gh7GeN+BoDlzjvLtlTqGb+zQG9w55hld4EaSJdQtgbSHQDdgd3CDDqfwRwn43zNp8z24C415xZ3gHcVNe9i1qyTj12qA5hThdTYeH4b45FIpxLyI3qmkjbn4Ome3r+/rG3DAMEiIjPY7SQyYzGvedYwFgZRmqgLysR+OYeAjgxMzLIwhwpQACwrdx8zl/APMRqMCJW4rNMZ08cEEzvcIiLtAoKBIo9qhjvHKDvKtoVd03Nd5s3daPoFtgGRN1oWIni4s07UG3fLi4ngoSIiA193j7IICsp72K5dRBGmJ5vJ6XUiTRhYkLukDAw9l9WOK2E7fBMBDTOBnq+EultVYpBcBJ5jcNtioAN8dyZGtzDYNINLt7GbupbSHcp8qDtqDF4962uaPpB13OHlLit3jhkEuxXqeGcw23Kgk2joDPCcpt9EIN5THQ1stq98K+oeB0vriN5zoqE7Jq9wrhURkaksg3nqcTqxHhH5gTiHkqoziB/G1AhoJGxCp4EaCD293jyl5xdSiiwLMDaIAiGCLIt8S9Pxbna/oWOhB7QA/StRaI45nOM11+N8N8clUZycbTM5bcchUAIrA23PKlGDiWDZ9Ccl+Av6Tr2mxzL8LYOqMiAu5+eewtBIcwYBZRnIm4FRU04CKeqbSLUKqjKH8d8ZM/C0nt8ESoEIwkMTNPBdRcxPjL/tIee9/uZsZJ0YTNSPp6mIiBzU5op8IOfkXqCNqkvw/dMIFg4/6jXxXpJDhvBZXBPKszrmhu24ffMF04cVcjFCQyQeT7WazrU61ujlhlZ8qoBA2ujbkAHQsZYSKZJyiAoS/NbjEpZavittDE201q68XGRcI4he4zjcM6W72xzXVcz7bdSh7++M+GCfE6FHX8d+49p0GH1NtN2prv7j/7et6DjPmUCM+HrzIQS3nsrp3LmA96+Vgd5L/zmFILOdgfrLkavtHQjXMQQwRTDWNdFAqT46t+wqmqPvcCefgewhCDDWAN/ljPpKIkxEBGGzRXygBIpZRQNm8fLRHeqzRFsMvIaWDWhAF8Gww8B8v2Ig1P5QA8S6UaBSoF7T6ncZ2NPzNJ8Qa0aUHhATk8FJB56WOvDVl3PUMihohI7IKjoih0CunaEGGa/kFUkS5LTdiGoJfLzfFQ5oumOKDvBdFGiW0apRNl5Pp2rIP24LBmZlcFmiLRjYNJfRtaOHwK/Moze+gDS17BkEyWXdiNIIE8FraWz3pPWi+9yLnvMRoDWDMjFwqwf0TohA8GFCnCKb1rL4blbCMBBvvLZj3k8VC0UkeMK7Ln7Gmv0wYs2aNWvWrFmzZs2aNWvWrF319p0EX/1BN/thxJo1a9asWbNmzZo1a9asWbvKLQyvgErzXQi++lQwJ7Qt8aSs1WpJrVaT/3TDv5UqgklFEHbglQhvPNEm7QRBuwqO8Zs2B8oGgyci/mkcyBAQWwZMi+kvoAkMY6AUg2sdrlLD2yw/4fmEeGZds9t5fozhQLh+CZ/O6kAIMigbnx8HZkYMAkjoZw2w+C3PDJYlIvK8WYWVMijfGoLULYLKMVXTY6FqQmfHgLKCUSQpBphkEEBAZcdDBMwC3HfQYXAqQJYZdBD0AQ+0gWwu5nqkUH4GDB0ONNMRKBqrnRLy1PsZNLQEygfhvT7yzGQZkBQwaAT53OooXpf91gUkfIAAcoTt1tFWedA0ivkYDklIcQOBYrcQkJDBaxseA0EiIG7GDBpIWhQD5zJYHYP/XTOrQcMqU4BJl9E2Jjo16gdvkDLqSut3Y7hpvqjtxMCNG5uK0V7rme0xByoNg94WCpop+3IbAR5p2wja+lhbzz97pqF1A5ydkHvCqaNgumgz0uKGE4FiCXUn/aOA9uJv9gnHwhmM5+Oobw/DajGP4H8YW4TMk5bCGbWOYI0rQ9CwoqCDJtyabJ/cxJwmPYLzlZD4IaDdnKf0XUyrinlLpDsh9E306WrfhJvXEFA6gtwjvwHSjwJr8ihM33xORKQxMoPU8shb2p7pV1nGNBLfRuVWhjrneo4J2yVtpS86BgqSM363XYU+k/LYFIU0p3HfVLgQpZXCngKpLZvhaRGJAwYuZTWA7O5gD/LQ8TpAmbacZRERmQv3iojIvpRCwOuo1CYasO2PjOfTKBvLuOoiQJ9so61A55L5qKzViIaj9TyQUujxvjKDL2r7HSpp++0BVXSppPypHOlmpF3VtQ70m4Ou6VdprZ76jwbm4ibm1jSCZJL+Qt82U4gD7I0TVJYN+KJF+AHSVTi+CqCxcP52QFFwomCsWldSFpbgN/OJwKmzRdQtCtitxzbqcKKj/ulkN6YllkFv2A2fxDKTNkbqLNNM0lGbHgOZ6n0NlH11QPql3pdNBHEmtWQtonaokULDIO5zuThI6RR8Pt9dzvZJ/xXUAesKfBJ9Hv0J6SRPqwFi75LOg3ZFH06BJkQapgfqEdfmfIIOM4gC0yL46ChuX/rXZIDyIdJkezPQ+8hnmc3Au4WIzqfXSS9mO/N9axNsEwak5B8XbHf6StJkJn0Y/SViqkc0nJvwLrO/pu88HE85UGz66PNPr9ZFJG7n1ojBfjUd0qXYX5vweVkEg34uYo9yrHxlS88v90ApiUaJSCHNPtU01sF1Pe0+IiIiU6JUjhvTuzVNVPxYX/1kx23LpGUQjHZFNFDqhdYXRUSkVjykZUcQ0nHAOaZ1HiAgZ3+oPpG0ixwojSIiAXnOCXKAh2ediXqJxFQYBlt9ImNAUgY2ZRDScJL3u4Mx6CvpMun0VHRt7LeMNLKZeZwntXBn+VDSTxjglHV38cI7AmWEQV195MPfKRxJHRmNGZyUPtM8aprbO5aJ9cuAUjQYXjCux9Qjsyw00n18vCTyeT6Xy+qaOowoSh7KlkF5zODNIiLFvApEZFG2Nug9UWBd0KZ2eja2UER8aTabTyhLe7UZ/1Z9QfXnJT1BqX0yNg6H8tnW7z8l2+Vy7OK/Vq1Zs2bNmjVr1qxZs2bNmjVr1n5AzFJprFmzZs2aNWvWrFmzZs2atavcbIyRKzf7YeQy7W9XfDlYVqBNNWtCWIuA1B6sQNFixEj2ep3wx+UeIfT6JKPOnxgExn1Hew1Nx1V42lygUZg9UWjdeAJWuD+nsKfNIWk2CglcG0JVJatQ5BJwn70xYafmRBhBw57a9lRfINVmfwkKMVASoDLOiTbVKpiO/m4AgtuZQCQ2UEYv0DLfUAG0GpDYA9MK1SSNpb0FyDvUTqjwkgX0OI37uoj03gUMl1Hoa0Vtgz7gusOEelAtH0O4RUR6/awkjZDqcgkqM2NCLXldj6RgEHY+qcYjItJoFIx0fMB+O57mSSoOId6k0hA+vNJTekYF0PFJYGkHKggX+poHIcSEQxcTyiCNSMEhMH5vAoK8gb7dVTC5MoMOaCgd1Bnt5aDOpMX0JuDQIrHyTnvifBWwevYRYdFU0KGyUw0UIqrRsK5R3ZEm24vw9KU8VW7EKBOVpBqA3o8HHKem8slk+57t6bMLoGYNUZ/oXiA3Y0i8luFMx0xrb9GER3P+D1F2IJwn1Fb0+pGy1qWI8T6HNqHqwqTCC6HZW4BsrwwYCV+vb4I2RorMwVIMt9fzmnc2Q9UaKmeQJqD3rYFaM0bCC0VNl8o7GwOT9rOnZKo10F+JxHDvo4Equ+wCdWUmmzXyIGzcdQg3Jz1AjwvZAvIArSLQdKcyUBoA7DefopqY/s6BzsKxsj1UCDlfFuYK8bglFaiDhngUKlHl9A+LiEjF0bxKoMbsKpVQpim0i9atiM7eX9b0uFacA1XjFMbOwZzOe8LZt9CAU77C1EkvIjy+NIHv51rQB2Se9Sbcn9RMwu6/uq11WSzoMZPAlc5kTdUgKjnR2Nctj22k6XOs5NNat6mcuX62vFKUBlVP9oDaQTrK+a7ecxCUhOmqQtgri+pHiHx30VXoeult64lmU+s0O68NW9wHWkse6gdYg6mi4mAw+D2Fv9eP6Vzb341VwWqgjWyDwsh1iSpquTyh8KCAgI5J308KJI1KZJM0SZEJJTQcWZdj23UtByiQZdA46yWotCzE8HiIcMhoC+NorYR6atlyWNe53nENZl6nm7pmkxLC+0mF4dpMf7xU0vbyenr+PKinpaE+R+WeOtaBa/eo+keuEvuj7qbew7WWlK1z27q65hyTDkU1tl1QyOlhPdsEHauC94JtlPFwGXVGfqTY0FeuoW7VNKmTpGeljLbSc1xr+e7HdVzvvdDWgb2nquOpUtX2Wd/S81Q0Y96S5dqgP0f0gRgyfD/jexz9OelUpGcvFbUO9WxMOelj3o97UKFySBFXqkYqhTXEU35OCmkXRNszE6gv4/uo5/CdRMfMYvU5WidXKSRTgVL4zqeUatPxlKo4k1eVrAYoEN2BUmp8f5Ja15BJc1BWB5QX0iZI/SCdhKoxpLOQFlUv3aB5JKgyveEq8jYpIZcyUk9I3ZkspyOgwoFCwzJQ4eVSiiwuaD2knZDmUy4cNK4PQakh7YRUkuiIugdBB/lDARAjPaIPiYibou8FVdYllZn16uE3KC6gvJA6lEkXkadJ/2Gew9GKUUdSb/KQLKSaTxe0mCzaiOmQfjRZbyrkJC3DMkEhpzc4q2URKprlNP5G2Nnx+aeKhfg0crnPWLsKqDRvf/vbxXEc4//rr78+uv6+971PXvjCF0q1WhXHcaTRaBjPnzp1Su655x45ePCgFAoFueaaa+Rtb3ubjEaJwAjWrFmzZs2aNWvWrFmzZs3aVWpB9Gnk8v63dpUgRp72tKfJJz/5yeh3Oh0Xu9fryR133CF33HGH3HfffRc9+8gjj0gQBPJHf/RHcvjwYfnWt74l9957r3S7Xbn//vv/r5TfmjVr1qxZs2bNmjVr1qxZ+6c0S6W5crsqPoyk02lZXFzc8dqb3/xmERH5zGc+s+N1fjShHTp0SB599FF5z3vec0UfRp49k5Y9RYUb9X1SEkyFBReDqwShDKpJlAGrvLEKeFlgwtPTLhUJ9PlnVusiIpJP6bGEkOQxRSIexFSsGQBSyejjHOhDUGRO9rZERKTjKDRtNlCYZC2l0MS9ZYW0EYI5q+hTeXpVoYp1wHWrOE4BQr6voGUnPWAcagKLoKkU0zFkcRqR/wkNJsSYkONUBpHum1qm5Ybif6lqsEWqDCDLs4DhEgKfT2k6XdIxWoAmA2LcA91lE/SCU4D3VlDG7AQlgUojOVePjCY/DKgYEBhpjnCeijDLUCYhNSaKiL+l980Ahs2uPNFGpG3AdKcBVW4Dbs2SUVWg78dT+FRX82TkekJ8Ce8la6oEuG4LNKcUopNTxWCETK4pad6zoGwMocRzZqtm5D2T0z4uox9ImamXochD2grg56TLiIh8ZUNhj3tBpWmjHU/3dBzmSc8BhDtDlQi0D6HKtQz7Tn/XQQEpU60CcGq2P439N8AcJg2GlJozvZiyw0j/Z0AdYHuSWtAA/QQstYheRcrAYl4v7AJE/vBUQ9PFPCiWQCkDzaXf1/FLWkwN0HiqAlFlqTSDdh/G7UpFoBnA9vej79Jor3ZfxwopYXVA3htdnfBroGNdO61lJNTewzjcgGrQWVC7ehhjpHhxLrEd2V9UzuH45ZgTEXnWlN7zk6k9xj0cL6Ru0KfRz57vkxZkLmctj3B2bacsHMQKKB3slyyi/eepTgV/XM4AopxQo9B7BfUFdSWtfvRcV/uCfU/Fh3GkaGQ+d74HfwqlM9KqGiOqggSoC2hwUCL7RviwiIjMBksiIjLv6JzMoOzjibWBFJomYN/Trs4lKgelLoEbXQOSnZcpghaU9EwOlCaqeJzraj6E9ZPOc7qv0O4CoNsln5QkrBlId3UQQ+e3QbHIz+s9C5gzpEvQx3Tg80pAgGIZEyDABUWUXFErO+X2cB9g5a5JoRkoi0va2zoPMliL8qCx5UHNm5HYqG42l9K0m5hbY9LyQKkNqLzVIq2KtDNQPqGYNTJZbRHVhn60DH9BGssuqLjRSGOZrXWNNtFC6MGHv+P8J22HPqcLfzlXV7g5qZ+HoNxEWssmVL8Gvjn3ON55H9N/5pRSFajy1oVi1wB+fwzfx3VXRCRbAJwe61WvZ9IoOSYaI60o303o26tYW2aq2h5UnaNCzgiqX6QwkZK7Dh+3gDWaFB0+R7+UmyjrBvzmFNbEOfSBR+ot3/XwzNgz8yZdZwZUGOZNxSb2V3es/XQG/voo6K1zOSp36fNPr5v02cl3xlXQRw9U9NkfBu3vNv+fi4jI6Q79IVSj8FI4xTmGdC5g+PXw8vfDaaWOZPk+TGod5sH1oVJq+qBpnfb0nfSGzE0iIjLEfDjlPhyVlbSUQajjb6XxD7gA6lBFVcCmM4dwP5SJvJMiItIeKG1luqi0nd3OjdoGclxEVI1DRCQHrhkpIFTM6Q1Ie9HzVJip5vfIpDX7Mb2DKjLlnP7tMvbV/45B+5lUhUGmmgPKQnWVlKv+otM7JiIimYyuNaQJkdZCi9SUQo5Xkx6TzZBqElMXO31th3LhGr0H15r9UyIi4o+13fM5pZcWsppGb6S0Fm/cQR11vJNi5MHPOG4eZcigTnnj+SzaPZOua36gUfmRSk78Tu46Wo9aRft6BDWlbv8k6qU+aRxgPUE759BuSlF66n8ACPDf5T5j7Sqg0oiIHD16VHbt2iWHDh2S1772tXLmzM7csidrzWZTpqenv0uls2bNmjVr1qxZs2bNmjVr1r63FjqhhE5wmf8/9T8YPRn7vv8wcsstt8j73/9++fjHPy7vec975OTJk/L85z9f2u32Ez+8gx07dkze/e53y5ve9KbHvW84HEqr1TL+t2bNmjVr1qxZs2bNmjVr1qw9tez7nkrz0pe+NPr3M5/5TLnllltk//798j//5/+Ue+6557LSOn/+vNxxxx3yUz/1U3Lvvfc+7r3vete75Nd//dcvOr+QDyN6QwvQ7bM9hYud6+rXtl1F/T2XMRUZFgDDJaVmG/B2wswLgHIT2lzAcQbQRcLQqegwCXoKQsIe9Tch3JUUor5nNa9wWNcyIOpzPWsqFFBBgIo5hGZWASPdW9MPUhlQFwiZnQVNgCofpM5QMaMwEWG/UNK0MngmDZUOBskG4lDqef1HqaLQwtkthchtAeI6D2hspY7I94DEnl3TOhZBqSmg7PkcYP6ALM+i/ZuIVk/YL9VsRGI6CmG5AeCzaT8w0s6B7kD6zkzOpM4EpDYlYLjMk1Sbg+Wu8dwQENsg8SF3Hu1JOLZIrMDCshLCSooB6Q6DiLqFvsaREfFJ8eI4zwIqTrjv3in9SEh1ANZpaloxtYVZqCdMQXVhDfDTNU1vboJKw7RJiyAVI5P4cr2FvqoBRr4LfVhK6/1srwW0H1V8ikVtJ0Luz7aURkD4OvN1Ed2ebVaOIM0xTJoqMbNZE25I2DKpGLNQ0iAlq0CoPWhlHLc5QLoLdS1jbhawU8y5oKt1HOMbcGYKYwaQZQ/w/zSkj9ITgyTVRd95egxA8xn1TQWM6rSWKQCFo9XTubAfqgkzuxQiSzh+d91UGuJYY/s3CMFHXZdQ9ybVfzC2QsyHrQmFIsK9dyVUdkhTSyXGBOdQBhHtmx770KSQ9dCFpEJxP6CWJXTZTDeb8LNNqotNKDqQush7HVxLgcOxhofXR32UBbDqjKn5rBEYAAB4LklEQVTqM0DU/UeaHEOkiIFSAHrluZHOuS13TfMVRPUPwXWM5rrOh/Z4gvcDW8goPLoP37U60HG3LdrHS25dRGJlm8ZI09oQzbsQah9+pT0y8i5CqWCxAHoW1IEepOoC1hYvqOA50uVitRQRkbTEZWZ9j7encEbrW8J42hia4zC/pfelI39tqnt4EZUpARX+lh5I4aOPPNs31al2Y07nUvSV8RpButgeUETp07hOFTyTgkHFrRLWmVKWCg+aRwvUzv+zqms0FU5Yp9Qa3ys4TrWUGyNTKe0E0pm7EK+9PfhwKpVtYM3sYv7zHYT03wpokxnXnCN8Z6FVEpTGpy1uoE7aFhn4uvwUqB5QYaqBDjBYxXsIfGu6Eo8Fx4GPWUPZ0Vd1UDxzyJP+YLGuvqu2oH6EjAGqhrnm0JHuCupMykwfR6yxBayrpCzyPaW1TGWUuG327GqIiEgWdGksK9LfAPUW7zxgN0hrS+fQdEXXhB/F2tDpkUahN07P4L0ASnEbDa0UlXWeUTOVolYxP/ZgneRYmfS3dVDdvARVsQE/yndAMG0kjX5gbUl13IP2PdMFXcfnWk4fiXce1JmKZXx3WR/pPPGgGpJDAx8KbozKuga/54m+YxyY0r8LSJkZhFCpCpS24jmgU6VVqGGhrMdyqOO5Gmqhh65SQ9ZCpak0eif0emGviIjM57UMYf46ERFZ7T2kz42UEuYU9mtbgZ6YL9eiMvfGm2gPrPcp9X+kK7iuKrhQAYfUmQwW9AIoLymcb/VBN/OV1pKk0KRSVSO9EDSUYn6fiIjMFrQO3fG6JK1WvA5lgOLNWNMo5lQ9zUtpWWdxX9/f1jJQNQZUG06OXFb7YQpKOh7KwrqEISi9UN5J4bk4HbxbctIaZT2MZzStHNbKEf6m6Q3PG89mM7NoF1N98qlu4RXEGAl/AChGT8a+7xEjSavX63LkyBE5duzYZT134cIFedGLXiTPe97z5H3ve98T3n/fffdJs9mM/j979uyVFtmaNWvWrFmzZs2aNWvWrFn7J7XgCv+zdhV+GOl0OnL8+HFZWlp60s+cP39eXvjCF8rNN98sDzzwgLjuE1c7l8tJtVo1/rdmzZo1a9asWbNmzZo1a9a+H+3KxHrthxGRq4BK82/+zb+RH//xH5f9+/fLhQsX5G1ve5ukUim56667RERkZWVFVlZWIgTJN7/5TalUKrJv3z6Znp6OPors379f7r//fllfj2Fkl1K6eTw713fkWAfQbUCsGX17ocBo/YQtAi4ONFgo+hzhvV/bQpo9wM4LeSOdmZzeuI10CC6lSsLWMB7EKYf0CP09k9euLaapUqDnCdGeRx6MgN/1zAjkhP0Sjr4GKHxrXeFq+8od3A91AMCDSaEh/D1PiskEhLOzqe3QBsWDMN1CyoTEEpJcBWSWZaLiQxOwf0JZB4CP5lEGRrpfbymEkTBSRnqfBfQ5BYjoiU4Z5YjbtQKYbjmDqP1IcxX0G/Yl4cxUTxgAQ0u4aItR95H0UsGMnM/2mkLZOlAHoLrPPigPMPo/252qKyIiWddUBiFk+ywg3axVFfDmGyp9owwnOkW0h1bqNOC8hE3vhSoKKUlZUG3Wm9pugvE86IFeBOpMA7DfHmgWhYkys2+nUBYq37A9lkCNyYBqtAp4OOvG9o2i9vuEk+sgcYcYW1STGJlwSo4dqgn1xpwfoHFNQOaplNDGOOojr1WoGNTQrnNQ59mNss/O6FzJ16C6BOgxg9KHyMIDnYJUshGgsz5VhQA3p4rTdlv7dXldz5OuMmlUaNrAeK1RVQplZHtT5YPqPQ7q6J+G/0BdT7W1r1cB6Z7BGCAM+3w/axx5/niX/Qp4NmiGbS+GzJ/taPs+Y1rzILVrbUjKlt5Hf0E/MYQPW4XazL4ylRvQTsMEpbHgoCz6mxSevm/SESHSIDXQZNy4qBMUDVLjsBakmAcpMdrZaTxch6DGEspwqFLC88gTY2IT7Af2y6yvsOqH2qgzoOJLWZ2zS0XNj0sC/bm2j56chZQO68OxvjXMo4x6/94S6U7aZ8dboAcNda5Ou5on6URFrCmzef2dT+lzy231u9cV66g78kV/DdHf11Tox6Miywbm1DeabRz1/PUVTZNKWtUM1ymtL6mgVeQ1hfYe+BwrJl2V8P5vNtW/HioVjLY42R6gLfS5PUUt6+5SvJ5RjYMUBNJ9SEX04X+pQEYfT5rESShudSIlMvVVT691UDfNi+tXB/6AanZN0OQ4PjnOeZ8jCe6IxHNnmlRBqsGASsN3GFLe9hS1fbhWrEJ9ZRr+ew/olYWilr04G/tNEREf70BeR9PrrEHFbWj6a/rjihdD6KlUMxyYa18+bebB94UhfNOwDXWvFa3/ue0a6mbK/lBBrp5LrvGgNqBM17UaWjes8V2oD7WGsUoOldmK29oO7GOqeTX7UONAHqR+ks7LOvF9ievbObzDtLDufXlb8+a4nwejrpYxfVjf1wsxlSbeFKSaVEQVTMNHo3lIpyplqHiox204mWN9pVMczGm7eiEVo/R4tq9tseYorcrFPmw5UP/uOdpGF1xVROmMVzQfTyd7OlWIyjoYaV6keswWjuhv0Pg6nlJblrN43xyvoU6qHpMWba8L3teNdDo9fS6TLiJPPbb7SsfoOHo9l9E6jn2dB6SxrDW/KCIxXaNa2BeVuTfaQHuoD3HxhwLVaYLAVJMiv8oFrYRqMhmoydSLSktp9LS93MyM8XgKlNLeoIfnQV9D2Ul/oUJPMTsXPUulHNJvmGceKjED9B3btdF5xMijBMoMlWAGoMi0UCaq/XT62sfpFMe7li2bVh+Yxu+RhzGDcjhO7MO2Ow/h3jrKoH1BJRy2W9LYN91RXsIwkOHo3I73PVUscIKIhvikn7EfRkTkKvgwcu7cObnrrrtkc3NT5ubm5LbbbpMvfOELMjenk/q9732vEQvkBS94gYiIPPDAA3L33XfLJz7xCTl27JgcO3ZM9uwxpbXCBLfcmjVr1qxZs2bNmjVr1qxZuxotkEAcK9d7RfZ9/2Hkwx/+8ONef/vb3y5vf/vbL3n97rvvlrvvvvu7Wyhr1qxZs2bNmjVr1qxZs2bN2lPCvu8/jHy/Wcq5GLJKGPU2oInbuJfQ7AGhtiPCfgPj+d1FQpkJTaZShl6vQz2hlDIRLouFGHtMKDZhn8MI4i1GWqR8ECZJSDFhkg6gs2NAW9dRpzOAwu8DDWAV6jb+hMKI1olQTsDP20VJ2uEy1DkKJq2BMNIioMR50B/SUCIh3DYFygIpBt2OwiTTgNLGdApNl9H/50GdKYFOQJj6GLQX0lb6E0jbg1V9Zqpmwh6XBgrto4rHYGwqYgwTFI8FtDvLSPhtkoLEOuZAHUGg9qhNCqEJtSW9Q0RkvqSdVZvSMve7eg9hu7RdoOVUAOluoA6kAVFNZR1lJKx6HdDi4+2ScT+VYVKgYZxqKhzSEXMck9ZRLcb97mBuZPNj4/iMqt5TnNf6jRVxLNtHFVq5O6cn6mWtaw7PZfJ6/6CjdY+UhioYU4B6txqaDtWV2G9VjAmqBOwpTCgUsR3WFRaaRh8toZ22QUlYKumzJSgCtFt63h+DH6HB6iUNGHtIKkcP8GlQwjYBV6caAMfUIKEsQQj++jDu571Q44moBLi3izQ3AB9fR14twPGpxLK3qP84BnoVFXnoJ2qZAOc17xXMByoetcGWIhWPtAsIIUQUmvVBvENRBtT4tDIIIgh3rPpDeoT+Xu5DSQf0iRvr+nsBChj0gdt50+fV4U+YMykJzCepAkIbT2ymVJAGaXdUfjqGcUeYOlW/2J57QaEjbJ9G+D4pOlQPIfC9i99HqnURifuJ/bExgCIS6Cy7J9xuEOqzpAaRLsm+ILWohT5hWakAtQha5kOYM6TiUNWHqlZsnv6Y6U4ZbXEjlDOYbrhAtSFS/2Klk47PmivsvuORNkJKkuZJKkg2Qa+i0lAX6bDO6cgX8bcep3LaYFTg4PV9JZ279GFUbelMUJVmS2ZZtkH9oCJTBTRMjq86KImkVwypqAV/TJobaRk9+PoNrLm7MYboX71IGU59JilJpL1sgqahZcAaGVAJD/Q+B+ooWGe4Vg4xv3fPgCoDP7oX7wOttj4XrYPwJ4O+Ob7z8KO9Lqh2DfWhp7va7lxzdmFtyDXjdY2qM6Mx/Z/mTQU4UmPoF9keJxraXqT10SI1K4cUKCjABVqWfUXNjxSlC309fmZNaRk5+KFryppvNxqrIi34vXnQoK+rJChIWENJjR1i3m/ifNPTtbWLum6MzHcSvleRQsP3u4cbJoWsOYISHCl84Og1hvG47VPdLOT7qZ4fQFXKFc5z0E48PX/GV85sSrSMJ4dKfRk6WO9cfQNuybK2F+bwKNQx9fX2P4pITI+YrzwDZdX7AozJyd3rsa+UukJ6Ac+mUOYzmmf3Mc2z+yiuY73LKHW+mFXaSWeoZSLtIk6/iefgk0Dh8MZaV9JhaCnwYX0ozvhIb+A1JGmkiTS6D4tITP/huzZ7JJ/TuIkjKMIMUNZWokx+oHmmJVbA0bKA9od3RKbf6p/F9Q7qCHp3vxs9S0UcWpim2hx81VifDZB2FjQcnmeZWdd8bpfWYbRuPMd+JF1oGLRRlhMou4cy8n0ZSj5h7E/cCVqNiEgpr0yA/nAdZdoy2wXKV16iz5/qZhEjV272w4g1a9asWbNmzZo1a9asWbN2lduVBFO1wVfV7IcRa9asWbNmzZo1a9asWbNm7Sq3QHxxxH/iGxPPWLMfRi7bprOhzOfMaOiM3N73TfUCwqIJ3SQloQfoJVVryugFz0RuSxfZQEwgot4wn/wEtSZSSSBMlOjOgGVUI1S4jbQ5AJhHF6oRJdB5CNkmHJrPEVp/uqP3UUmHkOa9Rc34RkTWn8rHUMQCVE1cwEu3QM0gvaQNSkYemGzSRQiRJe2BEeypmEG1kJRLqHiAOiYoNqAR8H72XyVNWHHcrtuAuJ6DYg1pDaTdTKrCiIj4gLoSqryJKPRUV8miLp2RqTrjJ6LylwFpzkI2YQsUiCxgw7yfKiEiIg4UWw55Ck/MoT55UD420a7nAV+eAox3DWXkt+IC7t8DWPPQN9Vu9pYAIQaUeRG0kzHu224q/JHzgBBxQrzXWqW4vVAP9g2NlKI5QDV7PS27K6SnoewNwG/Rhws1QDMB7d5G3aZaWheq36QAcz+xoXB/0o04tjg26vlYHYHjIot2pcJAE+1K6hH7qIFxto3z4w0t4y7A1EkdyyXUFTKgGhyqKSQ0W0Cfg0ZAlQZSe0gl+9bGdJTG9VMNERGZmdX2Y3uS1tPo6vGaGmHTahwD2ZS5QF7AOOO4HpMyA8j3Auc02mgO850UMKozUH3hFMZq3p1U1gqNNFegQrGrQGgwFYQw9+D/SN/ZGOpxBUoXVAubywZG3ZIUmvUhaYeuUQ6SBOmfmxNTfQ68FNJumvCH58G4o3IDKUSlNOH62lezHscb06aCiBrh/aQskTKzOaRCBJW89H6qqBxraVvtKcXzaQYo6XxEieMaYVKI2liAjkLNYwbwe3pD0i5PYBGoZs37spHfRRsA/UzVlo0haQH0dWJYZ0KhqOcn1qHApJmuAhXNNEtpUkFDlIlKRKibT7+sx/k85nLMgtC2QfvuK5pKRmz3WsYsn4hIAeODvozHc1D1qmT0hjJpj4o6jxVYMP+5vj3cgMoHykp/3I5oaYChowykdXEtybugnvgm1U5EZGukZeK7SCVtrj8NjxU026W3qr6luIm5yHbB+nisk0f6nIt6/Zqy5sM5zDpdwNw+Bdrc0ZZ26LVVheL/2EIMnZ8FpagGBZwMVCdq8DHjBMWQylpc9+ibcvD5swWTJkTFLt7P94Fp0FJurI6N9Ol/2C9sd5F4vJGy3MW6cqCq69KheaWZ+Oi7U5u6/pCKR0WzOczZmRyVePiOCXUb+AfS38ppjg3N/0gVNA1M3hXM+cPVqKiRkuEJLVqkqFXPkt6jD29C9iuLyTDjV5CXPrANdZVCiLU22C8iIp1QqUc+/tiaEn3uh2vPFRGRYWiuMedcpXx4OX1uHMbvjMX0NPIsGteqGaWf+KCtDka6ZtaK+1F/7fNG59uakOMY50k3SaenjLKkXK1LBjSN3uCM+RyoIFRGITWElBKRWOHG883J5IKGQ9qI+Hqk4g0pLxL65n2go1ARxwuUOkLFLNJPSIvhc/64adxHqs0kfSYqK9+3UN/oelRPnVtUnWE7kPPtUTXR20SeoK0GnM+Yq6MLKMvjIxRG3tpF51KpqlGvAcpECg2pNnF9dWz0hqowNB43JF7VnroWSngFiJGnfrs8GbMfRqxZs2bNmjVr1qxZs2bNmrWr3Kxc75Wb+8S3WLNmzZo1a9asWbNmzZo1a9asPTXNIkYu0/KpUKazgIWSBhBBK83I94TKhhG9hUoOjMZPaKbeP4wUHQiRZdR5vd4CzcVP3C8SRyfnvYQAb5vB4aWa4X1QbECU8jHVECC9UM2Y0c/LGUK4TapOESPoGTWF7R0oKxywDthrHjDW6fkENnfCPMBISSnIAKKaRmTsHKhL4zGhgojIjrIEaH+qnQQ8TxWbhLpEB9QG9gfh/2WoB0zSOgqIiB/D7PWZPugMDaTFMdCE0kByjLS26yIiUkF6pKfUoJDTAPyXZa5kCZeESgrgv8WcSd2pTqhbnAc9waMCjqvH+ZLZJzRSPdj3pDAQupxG+yTbhaoAjLDPdiSdpZiiqk0GddL7CBPuT7QvocdMo4J7lkH3IRUpizTDBNKPSi3sQ1Jo+oCEsx1bqCuPu0C52QOIcwt1WZzW35kc6ELtGG66DsoX+6SO8Ub1iN0VRn2nGo9ZN9JTCqAksYy5rKlIRJpPvgpVJohKELXqQ6KAvzkfnpVej8pKlR6g7iVb0WcyRaU9uauhkVcGihod1DebZRR5k+JEBaKoDVD32WLPqMsYY4npu4m5RkrUpKoVx1u7hUj0El8TiWHiRagWhPBlfZ9zUytLqiLVZyqgMFDpIRpzgFWvQrUlHfWX4D4je6lMBMMnZeBhKONQDWII50zliumcHmOKTYjrZrtSkSykmorHMUM/rXUuZ/S5Egq5hrFAWHwdePhz3Rim3oJPIt2EqjFptGcLLqSBhegYTrQBV88DqlxLAbIM+DPXnA4poeClNAG9J92CZfvyhm+UnSpDBZRrtReXme1Bo7oP1yM+QyZWa0SIu57vjLmWCtpDfV89o514EvQBZjOCEkcPx5NtjhW2q+a/3AMddhzT32po828BJs4+q6CvlgqkXWkZH2opLfKrm1SnM8cQjeOQqkJc27fAMNgaQeEoq3VyRY8NTyu9v6xzeejHTpPqPF3Qpo4Djp8JtW+rofq4Sop0FC1EDsfmCGt0RMMifUjbbRoKRhzHR9uYJ00ocaCK633SU7RS26K+s5jWtulO0H9c0bIs97U+pGZmUxkcTaotfRQpuEFizaAqHSlJXM/m4MPaQ1PFhrRWrkWphH9fKnYladsDKg0GxjMDqHdRaShpfB8gBbGIdanlaZm60RpNNSa8e4JKQ2UZUsZI9dtJ2ZBU7E2MX443qn6Rpjeb5xqrv1dA6+X9fkBVNnO3uYj33C1QRPIpKm3BV2LMFNEP8/6ipos/SzahbiMicjbUcerC6acw1jOOvifM5a8TEZHznire5EC3qDu7td51VVFZ6TwoIqRTiDguaK5jzatYUArOUuEmERHp+Erl6EMhJgd1m2xa1yiq4OxkQVgXkZimMld9tojEAS5b/XN6H9RSxlC4yWZmRWQHJRzQezxQSEiFCQKdD6SMhBEFx+wPpsvyDEF3EYmpQMWcqv708KqYy9RRf6W+jEOT9ktlIR5H3gbyBi0d/RAknnsiCk1M0eH98fO+3zLSJjk2Q7pVWmm/MR0IlPrUTJR3GIYSBPH4eiqaxhi5POyDjTGiZj+MWLNmzZo1a9asWbNmzZo1a1e9Xb4qjVgqjYjYDyOXbe2xI4+0EUAQGwXcieMOI3d2+EV9dwG7iAx+B236RXz1Z3C/7Jg7afqbwfL4HBEi/OY/iRjhDiwRCr2xWTYaN4945DRggLxi2tzFS0W7AigjyjKNXYUbq9gFxK5NHru5Zeymd7HL02tevEPC3aMhECOjxO5/v48ApUSKYIeDiJANoAqItuCuDIOnEZXBoGsMnHoBZWJbcaeebeFNtOsUd9JRhjJQLPzNYLU8sk5Mm8Elcyj7FnaKiCxhXfcDuVArabsRLeOi7MVZbdc0gqoFfX2usxyjQIhUYIDRXMFDeyHoYS9j1LeEXalpIBcuoD0ZWLOK3f90ygwmyjowwBx36ojMiQMAY0etYCJVVrvxjhzRKgw+N4udsR52xvYBhUFURhTgFbt3RBxwd5BWypi7fAyCd/2cBuiq1LWdOaYWSppPZh6BTTkPlmOkk3vWXDRKVS2Tj0B4PsZErgS00AAB8rDrVy9pv7D9icZIIqDaCIx6fkt3RNiuU0ANeXiOAU15nfNIRGS5oTta53q6u3fjlO4ysb2+uVUXkXgXe74wQNn0+XXseLJ/2Nd8fiGvdSeS51RTA0Zyt3YVz28M00Y++RQRaUAVTAT7IpKOQVfpRx9u6XirAUFXR0DSLc9EXWSiIKL6exouh8ERo95DHbgDerisZdkamXOagJW53MVlXcPSWdZmlmvLQFckAjhGgXjho77d0mM5Y25jt1DmOsrswpGUUibKcBr+aDqrc4rzhj6L/cNgsCJx29cz5q5dLhGkmvOaATp3FcxgtKsYz8voH+Z1DcZ7Dr5/e8Rd7THagGgvoA7REQAnyhT8TG8CnXShr3msI7jq3iLWF6KG4B8zSVQWjvRJLbRbFp3tiuZ1Aj6oAXRmHf1BlN1yHyhEnD9c1g7iGNgaxXOt65uBLhkEeFfBDPo7iY4SiQPkMuhtA2ii5YGOpVaovmcprX6giB13rs15tNf6SMfC7nwBbaTnv9rSHeGcxP62OhFwUUSkGugArqf02bl8BmVCgNMcd/nVJgPkiogMAwYH1v5ZxO4/1xCiVaZyRJzqc7NAlqz0tV1nA60jEVVfb8RjIesyCDPGEebWo+0i6muiz+aAqiwBgUrU4ABryqNbGmhzjPs5dxhcdQ2oDvoHjn/6pfNAic0DyXdoFLdvj+8qke9QP7mONeB8X+/dXdDz00CIENW2CjSG39O6cZy2x+Y7pm+6j8h/EIW10uc8cVEuBIl2Y7/AMrYw/jro8ws9vUDUG8c130ubQIZsYtylHK4NmHs4HncfERGRrug4LAJBMQqxjiFoa8VRpEje1Z3+nGgbDORiJE7aQWBRzKr1wSPG7zHQBJ0Rgnaia4hQCIDKKBcOaVkQbDREwOIU5scw7KBMOi5zmTncr+kHgelLdzIiPEpZBKEFomM01jIE4cgoW4h2GY76RjrZjD5fzmk7jYBW8VCXod8x0rnUH7djIE1i9EY8xwYjReQUgBiJkSOrOL9L8xwTFYs+D/hOA/8LVAoRNX2ky3Zn4NikpRCQtlo4YKTf6p9F2RsXP4P2zWd1PveHQBUBbZLLansxqC3RE2HQjxBtT2ULQl8uN1pGEF5diBHHceTP//zP5VWvetV3NV0bY8SaNWvWrFmzZs2aNWvWrFm7yi0EYuRy//9OzXGcHf//7d/+7eiera0tee1rXyvValXq9brcc8890ul0vqt5p9Np2bdvn7zlLW+R4XD4xA9PmEWMWLNmzZo1a9asWbNmzZo1a1e5heJLeJnYh/C7EGNkeXnZ+P2xj31M7rnnHnn1q18dnXvta18ry8vL8olPfEI8z5PXv/718sY3vlE+9KEPfcf5P/DAA3LHHXeI53ny9a9/XV7/+tdLqVSS3/iN33jSadgPI5dpewtj2V9SON1zZ81rRGeRTjEGnLcNuDMDa5YIb/QZsNPUpOdQDgFlBNJRFnIMBMoAc/Gg30YaD23rzaMgEQgrTdqDXie0uIKgqgx2B+SsLBVIP9HfqwNSRvQ3g61eD4g+zUedVwDlp51tx78ZDJBQbkJeaW0EEW2h3Qi/J2yaNkBeDK5WAhyV95HS4Y0JB9ZjmAjqyJZiwLJCKm67oW/CbVueCZUdBOzT0Ph9oU9alGvUNRlQ8kxPoZuE8RY7CidtRmNG7zu8ql9TGfCTAWSPNuN2nQe9YQ2UmBXAd2uA0BMqP4ygww6uM1iqloF97Tplo26kGIwSY4iUBo7fYy29vqfkIr8i0kfAyImYYoT+dseE7WsZr68Slqv1awC6PgOYdC4RyJhUmaMtBEhF35MesZSHw1/XAF2uxgiL+nURNJWZMwq7ZLDQjVYtKmsfeZTQnic2FMK5AtrIDGDRHBuc9wxqOweYNPuaNJUQgXnXhyaFpJoxKXhBU/uD455l5/WGF/sD+gxCry8M1FmRIkA/QOpcbyNr/Oa4a4wYbDI00pvOaZ9ybHQwhc91QJ0DtJ70tbkC2g4rzhYg85OBISsZjgH9zXHGvAntJiQWSUYQb9JPWHaOc/ZHRJmDf6DfZatxbjYxjhmcMKYsxnM38hmJ9whSOtZBOyulTJoe3LCUkTbpbxwT9B/0swVt5ijYIimLfoIGwHTbGO8r/XgskIIwgi/iurGQ17lECks0F3C+njFhzwP0z7k+gzBr2emf6WcKKbNRGDCSdAHSXejfi4nxPGmcC/lordA0SI8iVYu0PebB333fDBJaRhn3FXWuzvv00wwoq/dNZ8x2JYWGgaMnaTEV0h7xmz6NFAyu86RVspqs2wGd1hNB10GnCPVYAr1qgDHBsTRf0Av7EIQ0E3W5lvGalPqnyXeBZFDbKVf9K4P7tjCgFzC5wHiRtb6m0fV1TExlEbQSY6CcRkDuPgOhYt4jAVJktodmQNSlIumd+ns2Twpa7BdCMddWUrk4R+hCKvQtXg6/Ne2FHAJxJ8Yn1w42CSk07HP6Ll7fXSBFh0Ge6S9iSgLHBfuev8sYl/uLunNJ6uzivL5LNrZ0oj+0qetTG2nyPaIJPzxfoA/kmqz5kpa2AZ5aIVpX8T7os/3jd62mr3NgIavrF99bz/Z0gR6A6pHFmnzOUVoDA5+S7jAWrdPY1fapBlqHvOjA7oRKa9kandL7fF1rSUtpOhokkwE2y/klrWv2hqisRQbOTOxou66WhTQKUj7KoK8wOOv59j+IyMVUDgY4ZUBPpk9qSLd/asfnGOiUlJw0KDj+RJBQloFprXce0rQC0FEwT0n5YFlIG0mn68b5zfaDWmf0RyYzg+c1nxGCqZby+0REZDDS3+wnBl1lUFJSdNSyxjXHYWBX0HoQhLVS0GC2/dG2kWY2xcD0en8mpWNqiMDd47BhlJ2R49Mp9T8pBsENdMz1EOy1kAWlJ4h3/FkmFxS7IPDQTnq+098y6l1Ee4x90tRrEoaBeGMzuO1TzVR69/IQIN8Nud7FxUXj91/+5V/Ki170Ijl0SOfKww8/LB//+MflH//xH+XZz9aAxO9+97vlZS97mdx///2ya9euHdM9evSo3HPPPfKlL31JDh06JL/3e7+34331ej0qw969e+WVr3ylfPWrX72sOlgqjTVr1qxZs2bNmjVr1qxZs2btO7bV1VX5q7/6K7nnnnuic5///OelXq9HH0VERG6//XZxXVe++MUv7phOEARy5513SjablS9+8Yvy3ve+V37pl37pCfN/7LHH5NOf/rTccsstl1VuixixZs2aNWvWrFmzZs2aNWvWrnILJbzsmCFE57VaLeN8LpeTXC630yOPax/4wAekUqnInXfeGZ1bWVmR+fl54750Oi3T09OysrKyYzqf/OQn5ZFHHpG//uu/jhAlv/mbvykvfelLL7r3rrvuklQqJePxWIbDobz85S+X++6777LKbT+MXKZ5oRPDJYXwWwXeEN5IhRgawat8LhmdnlrzjOR+oKRwsl2A918KnjmciOJPCPct08zDLFMMvQasjgoiyJOw0ipoLXVEUx8BBry/qNeXiko1oEoI1VPKZYW6UZljBGUCwtfLgxiKSDUNUouoRsN7K4DGXZNJwhdRtwh6Teh9YKTDupIEwXxIoSFkn3Be1n2n/skmVGVofDaTC43ra6Cj5BNYLML0qRDBdicFqjVWKGGssmDmc6qnsGggkRMjTO3zm1njGVoKsMVOFLlejwguL60R6EBAOfqAQa9CMYAQ2yO1LK7r7xPgTxAqX8+SVqTXCYduY0wQ1l6YEBNhUameRIoHFTBYdqaxmMccSygGkAqzDwojHCvDgGMLZUL7Z1PmfT2MgQugJrmJeTNpbVCSmPe+ks4JzpUR8uScpKoJy0z6xBj3cY6SwrW3MDbSHwUmBYKQfKpZsV1L6XgRZLk5FkhzmsN4JY2nH9EhTB/T0ukdtVsuuq6/l3uYcxgr9azWpZbTMk4BjBiNKaRDqk4GjUFFDpGY1hcrL+g/qAxCRYsmylZIjJk1KDGUkQ4pH6Ti0NwofUH6ekz29OkOVEL6JsVn8tkB0iZ1pgAIMWlAIWDnVAmjogOtlDGpTX5o0tTWUAc0rxRAmxgl6lxMtEVzFPtOUlbCUI+czy7g0ttDKovos/vL8EVuzjjfj1DiHDP660tbWqZqRo+E95M+MZs3aXIdz+yP9cHFryFzoFT0kPffr5s+n/WM6SMOyshxR0Uy0qLgl1NUMNOn2I+FlJkejxxzpLmQ+rXci+lCOVCUDlaYlyAPrif6+2THXHeKEa1M79tAe3FM1XPMk2UwyzgP1SDS2WJWGtdJ0ikmKGCk2LlcjwRpUA0M4w/n06jDDOZ1BkoQDRQq55rtTQpH3yfdjePSbKtxQGqUnq9gDibpspP1i/uItCmTEhrVPzT9CJWiZvImdL44hhrSmMpZWjau+XxHYptx7EXPp9j+8VjgekIfX4UiDteCPNqF60+miPcLTJpBpKSnz19b0ftIqUlz7UCZ6lBdYd1JlaI/p+IMfel8IZ5rU1h/uuDhsD41UJB8j7QSTWM61D9mho4ZyLAOtZkg8VYyctRRD6CGwrU8n9E3MyqcZNNKuSlklIJDtZWt8akorWZfKR6klZDCkYa/zSANH1QMqtLkoI5CSkanf0JERPqjDdTNrAtpL6RyXEpFJQC1g+lQIYXlExEZjduo57bxDK1YUIoHaSjNnpaNCi2kjI79hvFcNjuHPLXzqSjD9JleKqft3QIdaORtGOmMUa7JejoO6SmmMg77jJSm5vg07tN3Hy9VNe4vob1rqOMW2oU0ItehkhPWnuF5QQE0H9BfdvrDnhSgWIWHj1L5EmXHuB15+kd+CmMlDH8wiBJh6F8UNuDJPCOiFJRJe9vb3iZvf/vbjXMf/OAH5U1velP0+2Mf+5g8//nPN+75r//1v8prX/tayefzl1WOpD388MOyd+9eg2Zz66237njv7/zO78jtt98uvu/LsWPH5C1veYv89E//tHz4wx9+0vnZDyPWrFmzZs2aNWvWrFmzZs3aVW7fSYyRs2fPSrUaf+zaCS3yile8wqCo7N6927j+uc99Th599FH5H//jfxjnFxcXZW1tzTg3Ho9la2vrovgkV2KLi4ty+PBhERG57rrrpN1uy1133SXvfOc7o/NPZPbDiDVr1qxZs2bNmjVr1qxZs3aVm6rSXCZiBKo01WrV+DCyk1UqFalUKpe8/sd//Mdy8803y0033WScv/XWW6XRaMhXvvIVufnmm0VE5NOf/rQEQXDJWCA33HCDnD17VpaXl2VpSYMzf+ELX3hSdUoBLdrv95/gztjsh5HLtEdbaTnfU1jQIBFFn5HBy2kTatwEGo/QWSC9ZSpLOCrh03rcC2j+fBWwM9eEKPo+Iblx/qSnhDtA/yefIbyWdBQq5/QBtybVoAr1k/oM6DxUzAHEMwvVkAiWDaSUA3ir3xsZ+Yd+L/43oNZAastwG1BrQOaFEFbQTHJToJ8kZK5dtG8XFBIXZR8NzWGdhZpPt6sZZgB97SMKfRvqLQVErd+AeoiISCmNiNdo18ZI7y2D5tPxEKEdMNISJiGVCEidYeT6eSg+dEA/IXQ4h/uGPuG5UAnwTNqGiyMVZiZhvFsjk3aSj9RKtOx7i4xkD6gxEIXMM0l1qUJ5oBDB0U2lhwOQAZgGPaMKKgdpAAeKWgdCn/Puxe6GIzumNemzdYwF1ruNOXRhoGWazZoKTVMFHa9TU/E4E4mpXfmyJhDRsTwT8sz7OJ5JIQn8GHbpkH4Gmlgur2UIMKeGoARkMlA96OikKBbMubDVVhgw6WhUGBojr0peIbGkhhGG3cQ4ZZuQntX1THUFEZFtjA9Cr7dHpsIT6TnsG47fTdy3F1OASjeEsfuJfqKaykLe9GFUbKhhTDTRvlQNYb8RBi8Sj2UvUocyYeOZBLWIadJ/VjMmlYF0k/mSSb8irJ/pU42KeyukKKUQ1Z51pjKEllWPpJV9u6F+cl0UNv6sokKJOa6/3lcJu6Gj4zQX6tjID7Why47+vq6qv6kOtg6qzHZXx+/uoo6VckRRwhwfAQ6fJoUhHrekRxBmT/UO0nsIu2dZT3eoHqPnV4Za5hHg1rtzClufyZk0n20TKS5tNPQm+CjVLKmO5nrG9NvSjc7lU6bk29rAhLTvKWWN31TdmEKZznS1MIMA1NA0VSNIcdD7GiO9vhw0RETk2WWFaZNxQNpPgOdIDVkiB0Xi8QRBluhIOloLfbM1GqFu+uxuKLL0fbYTqB0o8zb8zJqvkPytlO6y3Zw+os+NSZXRfNaQ8UOewtJnoA5SScVtxfETUbEwptdH2l6lFGmlZl9lQZlJUuFIoZnOkbqh+fTGpKBqOqQgNdHetWwaddD7SVlK0pBE4nm5CcUlKmV10Tfne1r2w1WdQ9dXzbWDayV91caIqjbwQfTfKAPphrOXUAGkMt36kDSheF0jJYiWcfi+gHUevuoWvGuMQRmlct5Xtvk+oWnTr9K2MKYwpKI5Sxprhe9QET3TpEhe6MbvC+w79iXpUVSryTpapmYIFRCUaQYk5TVHVU+2HVUBacoKyu7ivj0iInIo9zyjDpuh0jC8LN4xc0qbSIu2VSPQ651hHG+ACiMzZVWqafROGnkVsjrWW6DcDD31w+lI7UTzSiUoH6SfMP0QPo5UEirGjEareh3tSjpHPqsU5+5A/TvVbURiek8uo9QX0kWYRn+oaXapshIptmiZSRcincQFzaWQ0TypgOP7sd8UEdnuPmrUwcWLdqzO0sMxfs5F/aP2QF+n01NG2h1vVUwjLV7LEiLPLtqrmtuNNqiLiMgIc4jtxLJHCjw4TzUgUntYB5GYrsT2zaZLSLtjpMF2Zt96xvWLKXtPNQvD4PJjjISXd/+lrNVqyZ/+6Z/Kf/pP/+miazfccIPccccdcu+998p73/te8TxPfvZnf1Ze85rXXFKR5vbbb5cjR47I6173Ovnt3/5tabVa8su//Ms73ttoNGRlZUWCIJCjR4/KO97xDjly5IjccMMNO96/k/1gkK2sWbNmzZo1a9asWbNmzZo1a/8k9uEPf1jCMJS77rprx+sf/OAH5frrr5cXv/jF8rKXvUxuu+02ed/73nfJ9FzXlT//8z+Xfr8vP/IjPyI/8zM/I//+3//7He99/etfL0tLS7Jnzx6566675GlPe5p87GMfk3T6yeNALGLEmjVr1qxZs2bNmjVr1qxZu8rtO4kx8p3aG9/4RnnjG994yevT09PyoQ996LLSPHLkiHzuc58zzoUJ9Gny95Wa/TBymVbLhnINVGNySYpLaEKyGWH8GihlXFtDdGRA41tQMpguKvwsBZh7D3QBHmlDRE8fRZHN40HsJZRaqKpBGH6aEHoqtwSOcb050ryo0HKA0fpB/SDtZLOj8L5aIsI70yUFpwO6URaUkAlkbJR3qajtuN1W+Hgx56Gs2l6DoeZZH2r7DPpUV0DZQVlYbwBSh+dIDyJNIgucbqOvZSJlhvShgZ822s6ZgNl1xxmkacLNB4C+EvbvJLh8HBukvkxlx8b1pMJQJ5GeF1LNAv2ZYEg1AeedFNwgJYAw21TiGUKGSXMYeYRJcyzofUySah2sC0cb7yNNg1ByUnZYjnVAllmexsik5Gj99BypA2zf7RGvp4zrhHw+0tLxug80icyWQj6LLYXKFlLa3iVQnqqA1jcxBrYw92pZzWiYoK1QWWY4QaWhugGN9J0+6E59zJ0pzI3tgeZVJd0K7dUZmXjr1pDwds2zjfsbmJN1lJHnI1UqtHMDNK3KhCrNxojqSFC6IO3Pm5AEmniGc4pqQKT9EeLuOCYkm0oRrmNSYnik+IoLUGInGhspnEdxjPGr1yB2JLWMWfakkgipIDmM33FoqnuAfSIeFE7It6WSyxSUNqie4iTmSx90AOY76e19pN3yeA9oPYGOq/UBqVt634Io1Hsxr9c5n6mgw3FPOmYLdIGOR+oRKTP8DYoYCtfEJCOFwZ3wR1G7IZNNuO7lvv6jBKUb0ksIsadyyBQUS+gnWaYGlG8OVnScU0mGdSDd5Bg4JRsD86WL1J6yq/kXIx2xuK1X+iPUwewc0lNYxuWRSaHrOArR3nQVvu4BPn6zqxxm0gdGgdZl3tG8l3tapy3cvyura8s0OB7JfhGJaUv0e6TbkMLkoe96gOmfCs5q2Tv7RURkKme+hrVCzdsNdK2dcQHJ97UfNqG8QX+TTXHth6qVKI2rJ/B9mYtf80jbYbMOAYUPMLmKoMCQmsVx1eztrKpEmtnAD43rJ9q6dk+BlknFI95G1aqNAWgvOE5PyLqRmsTxuwGntKukZZyB4gHXMQ6z9oA+XX/TF64N9QTVrnj+bFefp/IZ1952dNTrVCjiWJisMv89hVc30sxIKWTrnWprn8732jJprAPX1I0hVX5IRSL1UYz76Gfy6OpYmc4s4zCI+y8NXx3RRhP0AlIRao6+n9HXe4Dbz4bq00iBCxztlxooXAOXFBxQdkJtlLyrc62UV7qcC182FB33pbRST3ITtJc0KEkZR+eEWyQNqIh2gFpiXuMPpHGelI5iVtVU0nlTbWOM50ghGEJJhnQTnq+Vrtd8XdJWoQ4GKggpONOVZ8RlRhlGY33vD0Kdlx5Uego5/U1VGaqEkT4Sl0HTzkK1h+3T8pZxXmk9I0+pdklFmVrxsFHmHuqUVKmZTGvsN1FWpUlttbcuuldEJJPWMpEqM/C28JyWvS3LRl2oRjNOUDZIGypAcacHmlFMuTHfnyevDaAgRLoN2y+qUxrvhGi/wbgpYehLp//YjnV6qth3okrzg272w4g1a9asWbNmzZo1a9asWbN2lVso4eXHGPkBiL3yZMx+GLFmzZo1a9asWbNmzZo1a9auctPgq5eLGPnuUGmudnPC7xYp5ylurVZLarWa/Pq190VwaKrKkHpBGgQFAeqA8e+vKjxvdlajIlN9Jan0wmMAiCOPhOCPoHpBhZnJnrtITYOUGlADsjnfSGvQh2oFIJ4eIPak75ACw+tDRnIHDaBeMqk0pL2QUkM6DCH6OynojECTIPUluk6llgxVTUwaEKkHpDakEpSmbILywKnOXNgGNObvJyg4k+V/Iouh8DvHM07C9EknSlKg6Mg4lobRddIFzPTHE34sqdZBJZdYbQYUA0CCH2koJJsKAQcrpsoBFQMIz02jEruLpJsAjp5QFKhn9DopEKcAUSa8uJ6J2zdWSQFMGWUnhYNUGz6xmNf714dUZtLzCzhfSZMWQUi4nl/B3GEbPL2uc5Fjq41xnVQboiqQltU3jn6YHLekM4CixXEVUg1EG5S0KfZl3jUXo3HCI/M++hlS9Eil4e3+xFhlGiwh6VNsH7YL5xrpOISLJ+lYo4RSDOHpVKGh38kSto70+75J+UquNoUJWlWasP6I5mf6VRrHFdNKU30JVC2qgHG8jkOT8kUlGSqPcLyTRtEHbHcmC0WJ7MVzmssmKR5dTMS1gVK2qhkd7FRuidaELO/X5yug0lDJjO1OuD7vIxSe/UEqDuccqXyk3LQmRFwooMI+IAUgn060K244UCGVRs8PA5Oa9FBbYdZUp9kDSgNpPUX0aRN1OAcljEqG9B+UAzwq5jOTj8vDPmGZSKVbg1MqpU3VlA1P230XaBWzeZMmdaqnkPdaKoc6aZnSoEAdqJC2pmU42fZRDj3eNE0VMC3HJLVxBu8Bo4hWqUZql5d416T/vQDE+xGoqFCtjmonpJSx7/co2lzqoJBOzh2RWC3lTE/bZl9R78tMrI8PNVNG+Wcg9sC8S2mzsKRskv64rwDVDlyPqKU+804jHYxvHOl/mH5yRq2P2J9iPCcS00lI02N9anDN8zlT/WwdqnQs4zTaK4c6tOHreH0hZ9apBYot6x4pbGFdGyb80WRdWhjzpNAcAu16GnRIKuNM53S8XndEaRReT1P5+8f2Im+9b8sjxVbT45SlzxslykLj2s/3CdKGJmk/XGMbpmhaZMyT89MLTLoU5zPbjbQ2UuToIxPsqmjM8Mg5zOeZz6R6Fek7w5BrL1SPHJMa2gcljFRCT/S357CP4bepugT6D3+nBWpVbkNEREaOTtJiWMHzHL+k/+j1viitYy40qToiIm1nG/cqnaQXqJpPOTWPumjZmmOl2JFClHPUvw4CTbs9UlpKMaMUpD5oK1T1IVVma3BcRES6g1MiIlLKH9D8Pa0TaSvuhEpgHqowzJvUpCZUfsZjrUMhryozpMp4no5fB7KUpbwqEaVAZ2lF6jKgS4I+1OmfFBGREP3F9YuIBarUsKyky2i5qVCDkAJQ6YnoUKNYzWjSKsVrRUSknJ2XIBzLavP/SLPZfEJZ2qvN+LfqVPmZ4iTmxxNZGPqy3fnGU7JdLscsYsSaNWvWrFmzZs2aNWvWrFm7yk0/FFnEyJWYleu1Zs2aNWvWrFmzZs2aNWvWrP3AmkWMXKa5jkglTfUTPTeAmgLh6TOATebwuzlQ6FfzHBUJGPWcqh36PGHthPefg7IL86M6Be/fGMYwf+adVKwgpJ1w9MNVpRAUs8RPMjq95j03p7Qfb2hCsIqAhBYHVIZB3VGGdIK+stEvoE6BUScRkTEUV4qgFpBmk4qg8/q9Lo1jDzQHnqc6AtuPdSZMle1YRLux7iXkl2x/Wo/KJBNUGqbNtJqA2Zbxm3ltk2o0ZjR/RKFntHj0w1TWQ94po+7n+lB+SEBjD5cUcptLs39B/UDZT3TjOlxX0bQX8yPkqWXsR4orZll/dI7UEBPme6qXM+q2AKhye2y271moBFFZBF19EfT4GRqEXr7e0Oc3h3Ed54CrnwfVq5QyKQrF6Lce9xa1jjOgNzzUMpVaOM46oOSQIjILuHsJ/bYCdRrCrkvon4UEdWpy3Gbx73rOxB6TFuUnnp3FeKMCDvujmk3SdQDjxeM1UMgIg3YwR0mV4vWkUtF4YuysT/gGEZFDJc1zkKBmzQJGfhhjZxNl5fgifYfjukNFo8CEtxP6zjGW/OJO5QfWkWNk0mKVHdJITBj/dFaPpBIQAu9xjkJdZX8RVA48/yAC6hPinU+gS69RlLQcgQzTGuiEpJyQNlTNxmVm+1FphfDy/WX1e3XQxghpH+L6ap9wfiiTpamuQNqFCSMfgPezG3QVKvC0JuV8RGQUmKoVn+4/GF171v+/vTMPkqM+7/537pk9Zk9pD50c4kYgJJAlVww4AsKLDRS82OUiIA5D7OIoWSkTK3FBFcaGFClbDsZgY3PYsgNvTMDgKpCNDCIBYoGIHC5LIED37mqP2d2ZnZ2z3z+e59sz3bsCSVhaS/t8qK1herp//fzObnU/3+cJnqQ2SZ82xrxtn9ayaiNe6Qf3yunSzpkwMy4NNsUnV2lVKYx2g9tvxzZ4s7Zw3FImNEUzTFRn0ZpW410HKDFqS0Q9NjZGKaOq9ZTN8ZjUOh3bUKfn9NrAujXHZP+ErgPJCPtFPrlmNes60hipZElo1vnM+co1v0+zSnEOjajcpKBu+5TQTFd5CqV2zODSn/cOVM4h3g9M1XWe5cfVxTyj56HEJFot1dO1mHOr03dutgvXPa4pGV0POmvUhV7XkZ16nefaRHlaWduiRdfKuK4fXG+SEdm+WzN3cd3oTHglugDQq9LZiE8y26pyFF7H2f68VlDec2S92BwOcK56s4cRSnQr138ZyEfo2klpVJ+urbzOFqrW/Y3D0gezNeMey/Lf47XUigQj1q73OsMqw3zHK4flfd0IuG7ridxrDrRO8rlbq1Qf8a4nnM2pfKUNKYH1S2S49lCOwnWB61+k6C2bEjpmA+rTjFwj5aKWp3JudetndqYS9P5MZS4BnzSVMhfZR+9RNNtUISh9n3A044gjkotcUBog7Hjv7YoBb1aTso4FSmXKaktTeSrGow/bZT9miKHMxRGZS74s99XFUM49JgKZG0VUtgEVyctAYQsAoD4s8pKAyniY6San8pyoZqViVhUS5nwv7vZsp2QmRFkMs9tQBuTLrAMAQyqZCai0sKiZc8JhkakEglKXbE7kPMyUQ+mLo5lwhkfe1eMaAVQy5ETCcjyzzfBqwvPRU8GVhJa0PYsp3a+6P5k+Ufo0l+/Rc3jbh7AdGqLTtKwQyhib5eZwwzxG9h97MGIYhmEYhmEYhmEYhzhllN0HTXvLvmaxOVyxByOGYRiGYRiGYRiGcYhjHiP7jz0Y2UfmNoyiLaFu+up6SerUvbZBXTzr1I00kfC63hfVTbKgsoxhldrszNR49qO7biULhtdl/4i6jLvvzLYUAKCmSVzc3MDNSmFIJTYaNb6gbrpNM8X1MKQZSQq96k6pNtZOUTdH9eotd6nbpGa1aW0TG5hRZ7jfe+KWZnGJi9VW3CK5T14lHZ1Jr0trd6+4atcnpB3rG+V3ZunZtqsRABChfIiSG0pr1M20Rd1yRykDKNAll1Hq5fiEuhHXUqpTrLgwt9eOeLbtzIovckxdjUfURZZSg061mW693eqW3xSVc8xukejezBI0NCSuxCOlZi1X2pHLE12aZ2pmoxodSzv6xT2wMVIZg0c2ivtjUtvTn4EolRF3xtkN6g6qkgRmLmLmnGNUXrJ9SPqhtUYjs6sbNOVTU9K1njqyztO03Rt1HjBTT0RdQpPhihsjXbBZ37mN6j6q7uJZnSPpglca0qqu77PUJblf3dYpIaF0qTMh55pRK+OUY2bbsNhC1/jOhJTDsZDVsVQ9I/kbZWN+ide0RumjxjYZMyXNnNPSJ6VwHWA796ak/Y7UTDjJBu886OkTG9nudXXSniGVKHE+9PdJOczaBAANdMdXacyMepmHw9pOlMId1SE6k1iN1ntY6jSclnE5qu2wWceCev+7/UY5Fd3cZ9WM6vmlrsyow7EQ17oMpGUs9uXirs3MCLRb10O6ws/SORjXMdGvv8/SscL5nhiUuVkblnIa4nLOE5PSPjuzclyLSh8oiaKL/c6RGq0bM5SIXU3a3tVZQFgG5RGu5C4k7UiXebrZV7IDed3FOS7ZPpyzHFvbMmI7M+1M0fbjusDzblX524cZGQN/l5znnoNZoBp0vtM9n2VQYlhLiZa6R787rOuw/t6hMgpm6vpA5z9taIt7XcZJwZ3/6srtylhULqDlt9dXrmfs017tE87/fm0XZj+hzIEZ4LgGNcW8tkR8mZ947f5A18RK5ihvG7EfG1u813D/egRU5JHdOUq6vHOB42tz2isBjahLeybMzFDSLmmVLDCzCWVozC404K4/8kOPnrcjLu1J+WfPaMVWjuF6nSMpvQZTUjhF5TetnBs++cqw1jul6whHc6Ne34oOZS3cX+pECR/nGuWs3N6mshT207aRyso7TdfmJr2u5Are9mtRSQzXB16ruYZ3Nsi6XFsvY2JwQOVuzTKeY41yzoHtshaV+po8tnCdiOs47dRykzrGmKlP6if1mtOUQjVcmzmvO+fKWA8fI9f9YLeszyfomjaUZ+Y9lQvo8VmVAVEOy77n3CZs143DlGuKXUfUVfZp8GUg6hqlPEq+z5Tp7WbMYnYvytEoc+O4pKxyUO+zdmp2JGYBY3Yvx5G1qk/1P5vLkkXkxGgnACARHpvNaTAv7dCrMpPWkBhXpuxJbaD8J+FmwOL6TAkjM0jp/Ia3LkFXzyf9wmw4ec2GQ5NKenwGMvYKQZlPsXLl/rcuEFebvDCzTlblQPzH6NTQbM9+/gw4IZXaODqHMiFpi9GAyk4cKa8pcoTsp8cXHM0wk98h5aoMhtISAIiFZa2njGdUz9lae5yWJTb3pt+RMot63xBtBwAkNDPMSF5kPcXSsKcuJf0eCMrYoLyFUhlCaQ5lMu72qu+OM74MJl/oGXc7M+FMCUi75JBFCXtIxXQY4Tilj9/pz3DM4Yg9GDEMwzAMwzAMwzCMQxx5yLRvHiDug6lJjmWlMQzDMAzDMAzDMAxj0mIeI/vIlEQW9VFxT6xXF1lmFomGxndDKhToUqiuhOr+SJdQuk3WqzswXYu7fRHfmZVmusoq6JIPACF1iyyqO2RQXSdLmuFBgz8jr9lmKOUY7ZMfouq3ODIQ8ZSX2S3fI9xfZRkxZioZENfBqEoSsuq2W6duxNkRSj0qrms5ddul/CaVknqG9Zx03y+PMMq/uhyrq2xG3XmbwnKOYXVPpattWt2k+ayUUejDPndqfqeLbETbudpNmm65A+ryf6TKlzJF2YfupZR0lBy6bsrxU9QNN63lDKrrdmBE3VNL3owkdL0fKXpd9LerW3unI26TwcDYJ7tdafGTTWnGFbYbI+LvUikBXd5payVzjmZNUZvpRt6t7vzxUWknticzl1C20pdnphypY7O2I7OoMDsCxzNQcQtn/Qd1LsRKYgvHOF3ouR/d/+mmzixBdGXm73TjT+W8GaHIFF9mA9aN2ZSiocqYoWs2P9m+lWwU6gKsLsT+zE5cB4pF73qQ1/JGMlH9XSPD69gYzgY9x0fUbZrzIaFu6AMDSfdcdAOP+eRmtL1es0J098m4iqakrGGdO8MFrys3pWLMwJFUG9in3O5Ko7QtMrrG5VU20ar2UTLCjDwAkNBzsS8p2Sj7dLJZn1s6y6Kbfh1t1DWIo41zqTEqfc6+7dPMGCxntmY+oqwtPs66ntN6Urp1fJKSGK+LbsrNqKHSLl9ZMZ0bNdqHlLVFdD9m6uI1gnKNqSpvYxtxnPflmbmoOrOWfLp9x75i9hItqzEpLteUOPL606xzpKXeK6WhTKs/75WVNOn6UtTymXmE0tApKpnhOM/qOlEtOQ2rfIm/7RhJeM7RFvNmBfNLtxJ6LaUck3OO11zayDHQo2smJQj8nKPX2qa6EU85wXRF6kF5Ca/PlEtRmtSs7UuO03r36HWwI86sJ/I71+OWqNhGWQ/HFmVwXLP6SjI2uPZVSxUBoK5KMsHMT8wwxjHP9aGSZc3bp81aN3/mF8KMZk1Rb79Usl9Je1Oaw2tsrY7zpphKevX36GjFZs5bjgVer3m/NaB9l3Wz1DGDi0psVeqZ1k+OgUZIn+ZSst+HKqEZLniva1zD2O4cY5TQVEsYp+v9Aa8zg2pbjpJbLSvcqeO5RdbfwKDUv61ZxttIj9jCuUPpTN4dnyoZoY0l77WGmYpmq0SSYzJWJY3iWOA1tSUmZbWqGoRZpNiXDOTYHPVmOqSMMhHi+soMct7MORRYVdZzqdNfYbrHdraz926NsrFGzz5+eL9Q8L0oDwZoi/ddMOeaP6NUyTcX3Uw9Wj4z+hSd2j3aPH49gKIWWixTiuitDL/nS+NXkr+XNcUUDy+oDILyn4JmXslpRp+26FGecgJV78VLlIBqxppwRNcHX3vNqjvZs50ZhSKaadL/L0rKfrg/Mw2V9+DJQPlPhP2NgtahIjMO6UmYeYi/5QIjakvMU1aNI3NsZmCKnttBATlsHNeCw4f9iRdiMUYEezBiGIZhGIZhGIZhGIc49mBk/7EHI/tIW8swWpLyNFXTtKOsT+PL+gSdgU2D+iSdb2WKWdmeGtG3U/QWCNJTIuTZPsUXPJRvUwb0TV7faCXQU7O+pfd7RzDwJcts0TczfJvivnX5QGziG2LCN50M/pXRtzJ8I89y+XaMbyGhsZf4tsEZqLz1pW20n29k6YHAt/hd+pawJusNkMegfQX3rW3U87v/jRHbjW9v6Zkz6nvLwjdOfBMCVN7U0uOD7VPk2xIGS9RjGXiPb2b6dSxE9ftgr7wJatZgdQxOx7cufDPPtzlD+p1B8mjHkL55SkYq/bV1iF4R0HaQzy0Z7zlSes5GfevPt0l8E5zqlyfsfLuX99WVb3z4nefhW6xUXj7f12BhDAQaHUe4l1XzT9UAu3zTlnKDz8lYYfBawn5I0Bsl5F3Qa/QNp+spoe3FsdAW8r795tjhXHXfxFcFy+T4aPIFmUzrm8MM30jm+YbR5+lAG/QcfKtNDyn/G02+ZazV/TieB4eln2M+z4pq2B4MREqSUe9bZ3pf9fjeyHOec7zxbXbOfbMs52aQxor3kddLKaXlc6x065zn/OA4Birjlm+nOQe4TmzM13rKGuhrBADs1vbeqrE7j6qTt/ltg0m1TftW31i+NaTrCr1p9Pd4kEEGta3Ua2F7lp5PY28a+E5vm7bfTn1D3KpBUge1fr3qHcDgnjxnLORdJ/wkffsTBjzm9nSJb3fhqQsAqPOg69nB9ZL15NoV1+DfYXft8gbS7O6SutXoeu32re7P9bRX12u+bX1PA/nyvFzX2b8cC11Vwcd53XlPPTPYbgwEWyyLbYO6ltWo9wo9mAZysoYltMyKp4P8Ti8PBihN6hwr63baTlt3aDnFceYa+2DY9TqTufDuEIMiq2eYzol6XXfDurSE3ECkul7SI0zrkqJnqZZf1GHIawgDz8aDeo3Wfog63gCyggbK1fHJvubc4L70TGB7cu1hXRvU64jXYtpaubaKrRxzvMa7nnga0LNZ19J635p6VLISvDGkZW/VANAMcs8+Yru2xrOec3e79xfyyWDM7eqVkeqXPuU1Iul6AEu5DMzbqu3cpd4b9ExjP1dfm+rVlg8YrDribWe2Q6BWPWlj+hnVa3RM6uAPNsz+YZBbroF+bzZ/kGH2G9fWsjPeb96+51zhPY7/d8KxwO2V+w6/94V3zpR93/1enB81x8aWxTLG39+/n/+7g/H3c+vglue1nWtqxSvE7x0z9pz8ysDSBV+ZhPefeV8B/OYvl+eklww9TbJFrssarF1LiATH3oj5t9DzJhQY2xdAdb0dz37+fiiUvb87bvt6K+E/jX+/YtX+DLDLc/G3ilcP21f/7aKBYxO64DbFQhJ8d2Dcqh027E/qXUvXK9iDEcMwDMMwDMMwDMM4xDGPkf3HHowYhmEYhmEYhmEYxiGOPRjZf+zByD5SLgUQrvENHs1pXtZAp5D4mG6Q1aC6bMc1yFpZ3XPpzhv3uSbH1BW2PSFulXSPpOyFrnhT4pWARHTla9VjBtSNdDDvdRneOVLjKZOB9dpqxQ/dH+AsXxzfnZ+fdEXcqfIgulXHtHy6gjZWST54bgYaHVS3cH4vlOOoZpcGdM2qu3i9uuHSFZsB8igbqlE3XwavpOthuwYiS2tgSbY3Xbwp22iralf2DW2m2yPdP9muDFaXZZBJdctlmbO0fRnAcMTnCl/ySZsYLNSVPBQZfFTK69B+TlS163FNcuyQHksX7jl1IY/NvVpfBrFMhBgMjO657Afo8TJGpjCootpKSVTWlVcVPLZShsFgmnQ93jpSkYCdMVX6rl0DMnK80VbWheNtwA1mKd9bGuQ4Bgfu3i0uzN1pcWPnuKWEhgEh2c6UklTL0qrPVw3lY5SdcB8GRWSgx2zOG7hwyBeAk9IFzp2EljusMgy6sc/Scc1AnAXtL45vWsgAnuVspQ6UgLGPOBbo9hxTl2zKcChNyu9BGkfJF+c15zndy1t0vB/RMCT7a507E14pXlzHAsdQteu3G7BV24euslznOnXdDbtBEaWdp6uNx9TJcduzcu4BnzyFgSFP0iCjM7V94yoryGj7UbrItjm+UeUZVWOEtlFKQBkF+6RD5/ts7dsR7Q/KAiirYl8yYDTnDoOscn1h/0TdYLpeyRLXea6J1e79nIc7tV1aNXA2JTFtvrWEa1KTtrt//PIawsCZnKuRoNc92g3qqvMjqG7XDLBc7x6na1pD2j02odfKlpTY8EZ/o3zX69XM+rS2g3c+czSxPdk+DGbdWivHt6ptvTqXj2hJyXk18C5lsZTWpVJ63VSZS4/KZKqZogFak40q6RiRPkmlVbqlfR0OswwJlj2ga1yvSpfYT7Nrpd1ma7mEa1pjrTeo66iuO1wzOY7781F3H8omKSMLa59wvh/Z3g+gcu/CdshoEHWuG7x+7dJ1lgHjub6cNKMbQCXAOj8zQ9ovWle60E+ZJf2pqhdkuiq3pjWtUvbMQgpAJcA8A8uzbAa7DmsfnVSn901TGfRe3fobpJ1KgzJHS8PecVsYknLnaQDjkQHarFKnqdLuDLKdH63YyvESjWvQapU9cpzW6vhDS7t8tjbLcXkNPH2M2DTP2QUAGBzQa42un7wWsN14vcy5AcFle5TrrB7H60GuShpKeQ+P4fWMUqxcyS95kU9KcYveZkNEf8+UvPcPlHpQ5lcJYiufMV2mVfFRJTGplO2X59AWnoPfaTHlFQFX4kKZkLds2hLw2eYP3sqv/N0vcynrD4Wq7f4AsZSduMFXadMYaYyOu3JBbQv4fvcax3JzmuCAAVGHg6IVGS73AADCAZUbOjVqc0WGFQlowH6VnVBSEXfqPNvduunvZb0fDWkg1BhkvBY18OtoQOa1PyBqISDzIKRBVoO+IK9FrUPB8a59ABBQiXYowAQIo57fGdg1X5Zz14dkroXzEny2Lw8UHa90zzCqsQcjhmEYhmEYhmEYhnHIsz/eH+YxAtiDEcMwDMMwDMMwDMM45DEpzf5jD0b2kbd3TcH2XnFLpNcc3agJo0rTVT6tbryUk1BSQOkI88jTtXBA3R4pOThD3XzbW8VNnS7eTlX2FLq80o00ntFI9WmNgK+us/4I4JQi1DRpdoncOKlDqujIauaWgrpdqvt5v8oA6OpdcF3lNQNHuOLa3aP7do96JQeMxs8MBHT7na3upxW3da9Eo60p7ak7XWvp1hrQKnHO5zTLRPOwuP0NZCkDkh0aqiLkJ9TNvlj0Zt3wt2NcXbKZNaEl4XXvY98lmuX3hqzXDZo2QturNS3tXNLz8vwhbd9QeJwMGYxuPghP/aORkuf7VJ9kIOtmU5DPDi2P7dFepy6JKqnxu59W6qAZDdSlmW68BXW9HXSzBFRsdzO0JGT8RbSeBZUaMHNLs86dWFAjjPO7yqMiKrNoyYvrZQ2zLqjrcSzulY6wLZIF6acmHROUkjEbTbVUiW7k7AvuW6syknrNrJPI5z3t0uRm/ZHv6Yy0A+U9lNgxmw3lFk0dMkYCuryUstrgQbqne06DxpGK22m55K0nM2cVdd72DYoLfMydl8x4oZKDGimL451yCEoWXGmT2kxX52SdtEFjUmxnWzFDF8dtye3nSiVYf7brsMpD2E6UDEVcOQ+lNWIT5RO0yc22pOXHfZkzKIuIJ+Q73d0praGcgzZPKVTWxpKWTZlEVx+zTckxyRpph9p6mTMNxaynrKD2KftnNK3ZUHQdZ7uFdX9u36391pMTd+jeHKWSunZpGzXFKutPa0LO0ZFQ6ZybycnrHl2T8GYs4vxuUMlGueydE7Sd6ydlUoTSMraja49KEtyxyXJrKvMmmpCyGgpy7k49R622b2eHLHKhCMe3V1ZRzMn3bEZlmrxm6BoW0gxDLVkZ54mkjolGXyYInR6JxiHP9poqW4eGxDauzXGVNPIzsltle2nNGqbjuc6XISqqa1tTRGxu1N8paaqlVE9lLJSzUJY1kBM7hvV7vfZTa6xyPaMUjrLA+ijd9VUa2uTtq8KI9k29rqe6ziazOs/T3nk+nNH7gITP9V7Xh0Stzo8WsSmg/RVp0P6rlXLqq44PTZEyA5pVojys7ZYXWwLxkPe77hcI6/YiZRVCICn9EK5TeVte5QOaIq2UFRujLQH9lO9OWc4bqtd55FrozZiGqrPVjug85JyKqRWajaZ81JHyfVqn2DQk92MNtSk5vkeuvWUtJlBZgsRW7dqyjnfOg1DUK+/m+lKoWsM477jGsw8py+G4KqrMgdeGhgLXV72+l70ZY5ihbJhSJ1629LzMXjei/VKv29k/u723TtIOul6mC975OVRgFiqVk2pDdzkiI0k4MnZGAjLP445mxFIpRy6g12ynkhFLvssYifC6qG/S3w++BQBI5bcCAFqjc2Q/laIUqmQdZagsT4/1Z/xIF7oAAJncbgDA1NoTAFQkLyNIAQB6B18HAMSibWJzYbeWoLK4GO/YhHxRxkxQLzKFYtrzeyjINbHf3UZ5StlRmW5Q6x+W61qxxCxRKomNNnvKLuncqI13qA2yf77A1C/aBg7XG5X1RJp0vz5PncIhzehV6MUnZSg+U2zU6/yoM4TyuHP28MKy0uw/9mDEMAzDMAzDMAzDMA5xHMfBvkpjHH/Am0mKPRgxDMMwDMMwDMMwjEOeEip+WHuLPRgB7MHIPnNE4yBmdoobVlDdcZ2id/DRnTGvspNhdaF1Xb3V5fUDdTsd9h2fUhfEXnWPnBITt7KwLyMBszIAFdlOSKNE92tk+kF1Vefv1TIGAJiiLsodaY3QXqZMYPyhwUw6jPZPN8qeHLer66a2wTR1XxuuKu8DjXD/nnond6gXY0alHLtVihFXN9uUHjusrp5D6u07RwJmY2d/EkDFtX7Ul9mELuHcXnKz30h53eqS3K9t1RSptNEsdSMfZXR33YcSIWZ26Vf38LCek5luKBVhNpSmjJRH2QDdVunKTJdjyghKjtcdlf3LulZLPTJ6DPveny2CmS4o4SK7c2x3zfQSVbdqHStpbf+GjFci4pcVMfMIbeaYo7SBY7Gmagw2R1Vy1Sd9yD7Zma04Kku95Rx9Os6SWu93B+W4JnUJp9yK/TWq5U3TLBTM7sG5ky1RQqLtrm1EuVtjVXYP9m2u7M3UQhnDkVl1e4a3Dxn9n7YNantSQlfjkyAk1EbKTNyMDqOU8MmBEV+Gk1JVvzIbDd2aOfY5b1vUPb/9CHF51QD4eHuTuOtu7G/y2Epq1dYh15064Plev7sRQEVSx2wIAXgzkLDdA1UXYrpmU2JHl+sOlUEx8w2z1lAqU+dK7+T4Lh3PIz5v2UJZM7+UvG1Rm5bKp/K6TmtbNev5uF81nIe0Zdeo7PP6gMpE0AoA6EyP6Lm92byYWYTrArc36zjltWKoKqNItS3MvLNpWI5LRnTtiup4HqzMn86EtyGi2gecUxH9nJKTMUFpHed9TPuS85hZk/zXkmMSIm9hH3dp1pVI2psZyZ/xiXViuwMV2RPXfmbbeS8tF4sFrqxH2tGVwDFbmg4rZsDh3KhJlbTu3vkR6pbv05vkosT1OK3Z1vid63V/VYYijgFKtLoGpd5cFzlf+5h9RtewepVy9Wu7sh+41lMutV1tmKqSpLhPArVLpZEj7tonn++rjChZdT0bKnDOlD2fbXGVA+7wZtvpHa7R+st3f3uXXFmEN9NWuMubsahfpaaUZXD854qUVUn5lBdFqurY0ib3JkGVTY0O6bkcbxaaQo7b5biST8JY3yTyieCHw57tzC6TzWiWi5Kus9vH/0cFJXjuZ6xiq3vvl/voW+uO+dRoJbyfrQ3yuUUzimxRmatKPXnfwPuE0aL3O+dYo0p5eT/XnZF+LFVl/8j5pIa8rnFd4LisSMOFQR1DzDYzqtXP6qequF2ZS153jIX03rKkkrEY76W87ZzT9DSjpcq1wVG7d4xwDmhZRdl3d1n6NKhSDEfn94fBtwEADZDMJCGEPfvFVGpToxKbvqBIOvqDInNpKMs63h/YpbZLvxSKMiZHwrI/5S+1wVbX5qxmPqHspjbSqnWhpFPlU0E592hZ1h7KWWIhubcJhURslFO5SbnszaiSzr6PfaFUGrvNL6HgOXL5rnHLyGSHxt0+lBl/+5jzOXpfncuO+3u+PP72/SE7ug0AsFvlQZnsh5PCM0LG2b49GJkM7bI3fHRACcMwDMMwDMMwDMMwjMMY8xgxDMMwDMMwDMMwjEOeffcYMSmNMKkejNx77724++670dXVhVNOOQX33HMPzjjjjH0qo1AKITPozbTAjAH0QqJbIzO2DKlbNCUOu9WV9n/61R1YeyGj3pX9o8waIOXk1AX87aEWjy1Vnoauq3A06B3YaS3z/SFmxNFMJUE59/Q6cfuNh+o8x9EdMqWR3jtqgh4bh/KUWag7KTNHqM35Mt21Q579ACBdpuRAjnlvWBpgVp24FLYnNOND3lHbxb22ryzui/3BHgDAiX1H6bnF1TAcpJwooLbI+Zpj6r4bVlmLttWHw2IjXTejKlnIV7kaltTVMhGmTdIAwyVpoCnqun5EPTMMyX5bNBD4QF72m1nbpCXyU9ilrqFp1TLUaCTx+rB8tiboMkpZkLqEa936c5X+Zj3olszxOKK+k6mSuCc2h8St9pQWr5s+22O7ZmoIaV1i2oe1YXGzptMl3e44loaLKjHTxfjEJrqxsy00i0WVzckIXdLlc7tG8c85eU9ZJEq3/zglGpTrUB6lmSFC7HOxPRkVt9S0uve+NSpjqBRgNHvZfkZiBgBgqrZ7X67i3r9FMzCEXBf5gseWSLARALDDrYNmS9GI+CclpgAAOmsoCVOX5VE5d19e3Fdn1spcLDny6c4pbUjWob8gbTSjJq52VBwAs7rvxkGxOavpNZpCsvbc81filhvrVPnTsNhKF/f/2i3ttaGPkgbZfnKTnIvez33al4M5Of63u7yu+MWyd9xmdIyUdey0J+LuvlxjerU9uPYkI2E9Vvskz7HBNYZZvqTsPkjdjo9N9ZTLObld51xLVOYB1yrOk7LrTiptFdHxPbO2Ml+S0YDa6KjNlGjI7/9vq3dcx/WHYe27QV1H/s90Ocf/PfFDAEDNVNnev0Xa5XebJPr/mwNe9/LRkuzHOZ0OyNq4OyBu20eUj3dtPbG+wWMb3dF5nTq6gZJMOad2JbapxGhbOQUAaHRknV3QIn2s0xtHaqaRjnZxo2ammMHNUvfVuxoBAJsGHU/de0tic2dU1v2p8cpcy+h615WVOREPyW+Nut4+39Wo23m9kf0LZa7h8nlSs2aOCrM8Kb97hFIozWxWo9KQzVLHgRy3Uzrj9T9PRitzLRGmTFXqy2x1vaPyPz2jmtFJx1G+LPVPayaHtihlmvJ9fouMyzraPKrXnhxlcMz+IefhHOc8aIqqTFDrNqehIrnlGHhnkJJXlU/G5JyjW+WTGUNKOhd4TT0q6c1Asj2jkoWMrHHH1MvxtZEatZnjlVJROX+dth+bURPPuG2Xr8q4l9jsvW4n9DrN4aJTCqqqwKBKkdnnrTH5pGSZ2VK4jrNNGlVCSolj96j8z5a0o79zDeP6r/aFK7ZGtD7MnsJ7j5MapM+PaxDJR9v7klkk8MEHckBM14s+mUMjf5I5NaiyrN4Rac+tKomhdDel1706nXNstxPq5RpUo9mH3hmSOVud1IVm03q2D9f2/pz3O68pmwZlnE7X9ZBrfIO2jw5nDGVU4qjj/ei4zPNalf3xOE0G5LYr27O2ql15DayPsN7MMie/UxqTgGZc0YwwhbKMy9GQLP4ZiBRmevkoPU7K7Q7uBAD0FDcBAHJFXcsSp0kbqZQnoPdCTQnJJjQdss5m9Ro/6FSkJ0P57VL/XLfnsyExW+oSEnlPVm1KjYgkJqL34mXtuzrN9JLR4/dWZhLSzC7lktjmTNJ/9LLeIU3vF41OgeOUkdP+OWzZDykNDjEpzezZs7Fs2TIsW7bsz1rupJHSPPbYY1i+fDluu+02vP766zjllFNw3nnnoaenZ6JNMwzDMAzDMAzDMIxPhLOf/31S0uk0brzxRkyfPh2JRAInnHAC7r//fs8+o6OjuOGGG9DS0oK6ujpceuml6O7u/sTnnj17NgKBAAKBAEKhEDo7O3HttddiYGDg4w+uYtI8GPnud7+L6667DldffbXbUTU1NXjwwQcn2jTDMAzDMAzDMAzD+ISU9/Pvk7F8+XI8++yzWLVqFd555x0sW7YMN954I5566il3n6997Wt4+umn8e///u9Yu3Ytdu7ciUsuueQTnxsAbr/9duzatQtbt27FL37xC7z44ou4+eab96mMSSGlyefzWL9+PVasWOFuCwaDWLJkCV555ZVxj8nlcsjlKtGfh4bEte7tgUb8fpe4uv2hR1zdGFWb7rV0O6U76q7RUS1Fs31oxP20Rn6uC4qra09J3P12BN8FAMRK4tbbkZ0OABgNSDk9AXEBGy5V3PZKGgG7JXK0ftfo3VC3fJUMjKjbXkmlIDHNHBDQZ2SRQMW1HQDijrjjDeQlW0VBI2oPOSNarkaEV+nDrsKfAABFtYfRuuPBpFvmKKQtu4deFRui4vI+F58HALSmZd+MlpGH2L4tIBHGmyByh1RRfi/qZJ4aEVfNGpVPbNaMEAO5SgYBoOJuzbrsgLi15opZrcMblfqHGwEAdWWxMeJIWZ2QiOKue3qGmRukXftULpQK9spxI+J62RBl9H7NFKNuptsDEjm7pix9HtKI8JvVfToZEBfaSGDPzzJLWp+pcbGREdsz2tdsx/ecHQCAaEraMa8SnD854so5GOjSdpL2i4fEFf/kwmme8xW03ZtVDsO6FFRC8qeUSpZK0gaZgGSt6C6+45YRVFnZlJCM23qVGqWDsm9Cx19Ox/4IZPufdGpyvEY1qnzSEVt7tc6JokYi1+jnEUfOlwqJp1jRkXJjAWl3Snn6NKvAB+XKU+wyM1loOwa0Lz7QdYK/RwNiS1B/74fM19YsM++Iu2+vHvehyh/KzNiSlvleF/RKnQa0P7YFNwIAGgLiivtuVub01JHp7r6sZy4g83Jb4E0AQFzbZzQ3DQDgqCwloGsYs07Uqxs65WmcI5GUrANl3/gdRsaznecndHHuC4qtdH0eHKlkT0nlZS3arpH/B1QyV1dsBAAUILbmgtIOyXKznrPsLVPn3I5RKW+XusS/F3zL027bC+xPldaUReoU0csiJWSUq4wMV7K7jOp6F/FdQgcDsrYNBGTcxCDztkZlKMyKUGmfRoxHSOUCnXGZS39UF/l1xQ0AgHRJ2qY2JPLKPKP8F6Xt3glWsgPsHJG1KghmpRrVY2SN+k91358dnA8ASKqEq0fbn+N8h87fQL+sG5T9tUzXDEO6NEUaxfYZU2T/9pSMe2Zxioel7qGsnOe9grTV7nzlGlGj18QBR8ZVbVHm+VBRx3NI5kxEMwnVafvGHBlnXOvKmrGMbvvvYYvY5shcqVdpGa8VrBMlJG8NSbvuCMlxmbLItDoLx7q2UmJUH5Jz58rSZ3Uqh6SkblCvL1ldy/qCsg4PFGXcJR2Vr/V71/hBdZ0vBGScbhmV61MnjpPjdayVdRyn0tI2jdGZcnz/SZWyIH0+EpDPiM7LOu2LntAurafMIWbKmB/8rOwflH6gNJZSpLi22x+HZfzV6HWf60LI0cxkOv9rdK6zv+JD8tmgbbhbs34AQGMoofXxzjW/PO2tgrTnaCDj2a+jJH19rMqGW1WK1Ku3ZSnVzg7oWkhJEmUWlDzVqyQ6ppKo3oIUwH4HKrI/SjHbEzKOZtfK+Dr2eFlHnWHNxvPsH+SzQdq1tFXmTCYlZTL7T49mD2QWr3bNUJQMU0bIrGrynVmrHHiz4zVUZSiaXqOST1+2NMqiN6sMcEM/s6rp/VK5X/YbkSwrlBlTAuNTneH94GYAQDxzDIBK+w0X9V4JIi+qc3St1LnfGKlcQ9iePFdGM+Pk9Z4nrGv/nwKvi216v8T72r78ewCAovblYEjut8JBlY6NSr/4M7y8qxlNKJuNRuQ+sCEhc+vDwAbZUV+0Z/KV+4XRvLRTqeTN1NKf/l8AQDYmvzPbTEmlhdw/X/Rm5uPve8u+7n+4EggwuxIzQvZMkuwrzn6EDPnk7fLyyy9j6dKlOOusswAA119/PX70ox9h3bp1uPDCCzE4OIif/vSn+OUvf4nPflauKw899BCOP/54/Pd//zc+9alPjVtuT08Prr32Wjz33HNob2/HHXfcMe5+9fX1aG+Xe7xp06Zh6dKl+Ld/+7d9qsOk8Bjp7e1FqVRCW1ubZ3tbWxu6usZPR3XnnXeioaHB/ZsxY8bBMNUwDMMwDMMwDMMwDhkWL16Mp556Cjt27IDjOHj++eexadMmnHvuuQCA9evXo1AoYMmSJe4xxx13HGbOnLlHRwUAuOqqq7Bt2zY8//zz+NWvfoUf/vCHHxsKY8eOHXj66aexcOHCfarDpPAY2R9WrFiB5cuXu98HBwcxc+ZMZEs5jJb4BJKPxhkAzhv8kwHh6D1B+Ea9qE+h6bnA/fh0mm8yub2ob0z5ZqjsVN5gOlomPUUqZeT1s+Q5xv3UsvhkvYRKADwpT44vQG3w2wq+dc37ytfz8c2d2lO9D5/aMq/72HOx3kVPWTxX5Xc5vlBmcLug5/dC5SWJfHe8HiOVNsqrPZVXHrSV7RrUNzOVsjUYnfZ5wfH2GY9jnRh4j89l3f20H9gGdGlzNOhX0e2Xj/cY0ZiVbiDSSjvRJm1n9Vhy28Hxjiv/Z8E3jivt7q1LUduP/cHzsY6e9uW4cwq+ffVT36yXfGPfrbO2S8kJeWygV4c6bbnHB7Su5THzhHNRPZ3KnE/sj+qxrh4j7pwpeH9XWxz9neOWZbuBIn19z+PdseV7qzF2ffC2SbHK1oA7tlm2d74P65v3oZyO+YLj2Z4tqVeB9q1/btIzpKhjg2sTPaF4ftd2OJ5y3HHtVMZzoRzx7LPHMeGbK2XfXCn75iDf/I5tN28bcf+ArpX0sCi6gYArdeI27kv8fbKnec32YTsPa+DNYk49cDRA5EiJY8Zbh8rc9H7n3Kq+NrAdHfjHvnetpo2VtYt19I7zyvgsaR3kc0jfuMdyZa0D9HfZP+euzwyUOv55pWz/2uUNIjd2Pda3/TpneM3gGlfU7f5rR2WNzHvqRI+Rom8sutcDVOaaf74W3PWv5Cmj6BvHlTHis8nxrvEfdx107wd866t/HlQfw0+eyX+98o+Nort2QevmrWtlPaCtWq7vmlqZ26wz+8sbPNc7FjhuvHONQUF5jP86Qyq2qwfPmHGo1zF3PfF6jFTGhuwf9N9fVK3TtDFX9npPZNS71Z0jo7K2BLMa1FMDl5Y0UC+9q9JFsXmkRG8k2S+i5xwp0RbZni35EgGoXZw9wUBlDaNN9Bhh8GmWzYC5/sDG/vuHkLYHbXPHiDtXvPdAbL+C4x//9GjjfUzF1jFll0uefSv3o97rnH9d9H/6f/e/Ma94FnjvVXlcYMz+5T0e69/Ofceew/Fth+d3Y98Yv7331MaHE/sfM4QKCRKLxRCLxfawt5d77rkH119/PaZPn45wOIxgMIgHHngAn/nMZwAAXV1diEajaGxs9Bz3UY4KmzZtwjPPPIN169bh9NNPBwD89Kc/xfHHHz9m33/4h3/AN7/5TZRKJYyOjmLhwoX47ne/u1e2uziTgFwu54RCIeeJJ57wbL/yyiudCy+8cK/K2LZtG2eT/dmf/dmf/dmf/dmf/dmf/dmf/R2Cf9u2bTsA/+KcWLLZrNPe3r7fbVJXVzdm22233TbmPKtWrXJqa2vdvxdffNFxHMe5++67nWOOOcZ56qmnnD/+8Y/OPffc49TV1Tm/+93vHMdxnF/84hdONBodU97pp5/u3HLLLePW6cknn3TC4bBTKpU82xsbG53vfe977vdZs2Y5//RP/+S8++67zqZNm5w1a9Y4CxcudBYvXuwUi8W9bsNJ4TESjUYxf/58rFmzBhdffDEAoFwuY82aNbjxxhv3qozOzk68/fbbOOGEE7Bt2zYkk8mPP8g4rBkaGsKMGTNsPBgAbDwYXmw8GH5sTBjV2HgwqrHxcHBwHAfDw8Po7OycaFP+7MTjcXzwwQfI5/Mfv/M4OI6DQMDroTmet8iFF17okahMmzYN2WwW//iP/4gnnngCF1xwAQBg7ty52LBhA/7lX/4FS5YsQXt7O/L5PFKplMdrpLu7240N8klobW3F0UdLzMI5c+Zg5cqVWLRoEZ5//nmPfOejmBQPRgCJlLt06VIsWLAAZ5xxBlauXIlMJoOrr756r44PBoOYNk0CFiaTSVu0DBcbD0Y1Nh6Mamw8GH5sTBjV2HgwqrHxcOBpaGiYaBMOGPF4HPF4/ON3/ATU19ejvr7es21oaAiFQgHBoFcOGgqFUFZp3Pz58xGJRLBmzRpceumlAICNGzdi69atWLRo0bjnOu6441AsFrF+/XpXSrNx40akUqmPtTMUEoleNpvd67pNmgcjX/ziF7F7927ceuut6Orqwqmnnopnn312TEBWwzAMwzAMwzAMwzA+nmQyiTPPPBNf//rXkUgkMGvWLKxduxY/+9nP3DgfDQ0NuPbaa7F8+XI0NzcjmUzipptuwqJFi/aYkebYY4/F3/zN3+Dv/u7vcN999yEcDmPZsmVIJBJj9h0eHkZXVxccx8G2bdtwyy23YMqUKVi8ePFe12NSZKUhN954I7Zs2YJcLoc//OEP+xyp1jAMwzAMwzAMwzCMCo8++ihOP/10XH755TjhhBNw11134dvf/ja+8pWvuPt873vfw+c+9zlceuml+MxnPoP29nb8x3/8x0eW+9BDD6GzsxNnnnkmLrnkElx//fWYOnXqmP1uvfVWdHR0oLOzE5/73OdQW1uL3/72t2hpadnrOkwaj5E/B7FYDLfddtteR+c1Dm9sPBjV2HgwqrHxYPixMWFUY+PBqMbGg3Go097ejoceeugj94nH47j33ntx77337lO5v/nNbzzbrrjiCs/3Dz/8cK/L+ygCjnNY5ysyDMMwDMMwDMMwDMPYI5NKSmMYhmEYhmEYhmEYhlGNPRgxDMMwDMMwDMMwDGPSYg9GDMMwDMMwDMMwDMOYtNiDkb3k3nvvxezZsxGPx7Fw4UKsW7duok0yDiAvvvgiPv/5z6OzsxOBQABPPvnkR+7/wgsvIBAIjPnr6uo6OAYbE8Z9992HuXPnIplMIplMYtGiRXjmmWcm2izjIHLXXXchEAhg2bJle9zn4YcfHrM+xOPxg2ekMWHs2LEDf/u3f4uWlhYkEgmcfPLJeO211ybaLOMAMnv27HHvCW644YZx97f1YXIzPDyMZcuWYdasWUgkEli8eDFeffXViTbLMCYdlpVmL3jsscewfPly3H///Vi4cCFWrlyJ8847Dxs3bhw3XZBx6JPJZHDKKafgmmuuwSWXXLLXx23cuBHJZNL9buPj8Gf69Om46667MGfOHDiOg0ceeQQXXXQR/ud//gcnnnjiRJtnHGBeffVV/OhHP8LcuXM/dt9kMomNGze63wOBwIE0zfgLYGBgAJ/+9Kdx9tln45lnnsGUKVPw7rvvoqmpaaJNMw4gr776Kkqlkvv9zTffxDnnnIPLLrtsj8fY+jB5+fKXv4w333wTP//5z9HZ2YlVq1ZhyZIlePvttzFt2rSJNs8wJg2WlWYvWLhwIU4//XT84Ac/AACUy2XMmDEDN910E77xjW9MsHXGgSYQCOCJJ57AxRdfvMd9XnjhBZx99tkYGBhAY2PjQbPN+MukubkZd999N6699tqJNsU4gKTTaZx22mn44Q9/iDvuuAOnnnoqVq5cOe6+Dz/8MJYtW4ZUKnVQbTQmlm984xt46aWX8J//+Z8TbYoxgSxbtgy/+c1v8O677477wMPWh8lLNptFfX09fv3rX+OCCy5wt8+fPx/nn38+7rjjjgm0zjAmFyal+Rjy+TzWr1+PJUuWuNuCwSCWLFmCV155ZQItM/4SOfXUU9HR0YFzzjkHL7300kSbYxxkSqUSHn30UWQyGSxatGiizTEOMDfccAMuuOACz/Xho0in05g1axZmzJiBiy66CG+99dYBttCYaJ566iksWLAAl112GaZOnYp58+bhgQcemGizjINIPp/HqlWrcM0113ykF4itD5OTYrGIUqk0RjqVSCTwX//1XxNklWFMTuzByMfQ29uLUqmEtrY2z/a2tjaLH2G4dHR04P7778fjjz+Oxx9/HDNmzMBZZ52F119/faJNMw4Cb7zxBurq6hCLxfCVr3wFTzzxBE444YSJNss4gDz66KN4/fXXceedd+7V/sceeywefPBB/PrXv8aqVatQLpexePFibN++/QBbakwk77//Pu677z7MmTMHq1evxle/+lXcfPPNeOSRRybaNOMg8eSTTyKVSuGqq67a4z62Pkxe6uvrsWjRInzrW9/Czp07USqVsGrVKrzyyivYtWvXRJtnGJMKk9J8DDt37sS0adPw8ssve94A33LLLVi7di3+8Ic/TKB1xsFgb6Q043HmmWdi5syZ+PnPf35gDDP+Ysjn89i6dSsGBwfxq1/9Cj/5yU+wdu1aezhymLJt2zYsWLAAv/vd79zYImedddZHSmn8FAoFHH/88fjSl76Eb33rWwfQWmMiiUajWLBgAV5++WV3280334xXX33VvE4nCeeddx6i0SiefvrpvT7G1ofJxebNm3HNNdfgxRdfRCgUwmmnnYZjjjkG69evxzvvvDPR5hnGpME8Rj6G1tZWhEIhdHd3e7Z3d3ejvb19gqwyDgXOOOMMvPfeexNthnEQiEajOProozF//nzceeedOOWUU/D9739/os0yDhDr169HT08PTjvtNITDYYTDYaxduxb/+q//inA47Am6uCcikQjmzZtna8RhTkdHx5gHpMcffzy2bt06QRYZB5MtW7bgueeew5e//OV9Os7Wh8nFUUcdhbVr1yKdTmPbtm1Yt24dCoUCjjzyyIk2zTAmFfZg5GOIRqOYP38+1qxZ424rl8tYs2aNxRAwPpINGzago6Njos0wJoByuYxcLjfRZhgHiL/+67/GG2+8gQ0bNrh/CxYswOWXX44NGzYgFAp9bBmlUglvvPGGrRGHOZ/+9Kc9mUYAYNOmTZg1a9YEWWQcTB566CFMnTrVE1Rzb7D1YXJSW1uLjo4ODAwMYPXq1bjooosm2iTDmFRYut69YPny5Vi6dCkWLFiAM844AytXrkQmk8HVV1890aYZB4h0Ou15U/PBBx9gw4YNaG5uxsyZM7FixQrs2LEDP/vZzwAAK1euxBFHHIETTzwRo6Oj+MlPfoLf//73+O1vfztRVTAOEitWrMD555+PmTNnYnh4GL/85S/xwgsvYPXq1RNtmnGAqK+vx0knneTZVltbi5aWFnf7lVdeiWnTprkxSG6//XZ86lOfwtFHH41UKoW7774bW7Zs2ec3ycahxde+9jUsXrwY3/nOd/CFL3wB69atw49//GP8+Mc/nmjTjANMuVzGQw89hKVLlyIc9t5u2/pgVLN69Wo4joNjjz0W7733Hr7+9a/juOOOs39nGMZBxh6M7AVf/OIXsXv3btx6663o6urCqaeeimeffXZMQFbj8OG1117D2Wef7X5fvnw5AGDp0qV4+OGHsWvXLo8rdD6fx9///d9jx44dqKmpwdy5c/Hcc895yjAOT3p6enDllVdi165daGhowNy5c7F69Wqcc845E22aMYFs3boVwWDFKXNgYADXXXcdurq60NTUhPnz5+Pll1+2ODSHOaeffjqeeOIJrFixArfffjuOOOIIrFy5EpdffvlEm2YcYJ577jls3boV11xzzZjfbH0wqhkcHMSKFSuwfft2NDc349JLL8W3v/1tRCKRiTbNMCYVFnzVMAzDMAzDMAzDMIxJi8UYMQzDMAzDMAzDMAxj0mIPRgzDMAzDMAzDMAzDmLTYgxHDMAzDMAzDMAzDMCYt9mDEMAzDMAzDMAzDMIxJiz0YMQzDMAzDMAzDMAxj0mIPRgzDMAzDMAzDMAzDmLTYgxHDMAzDMAzDMAzDMCYt9mDEMAzDMAzDMAzDMIxJiz0YMQzDMIxJwlVXXYWLL754os0wDMMwDMP4iyI80QYYhmEYhvHJCQQCH/n7bbfdhu9///twHOcgWWQYhmEYhnFoYA9GDMMwDOMwYNeuXe7/P/bYY7j11luxceNGd1tdXR3q6uomwjTDMAzDMIy/aExKYxiGYRiHAe3t7e5fQ0MDAoGAZ1tdXd0YKc1ZZ52Fm266CcuWLUNTUxPa2trwwAMPIJPJ4Oqrr0Z9fT2OPvpoPPPMM55zvfnmmzj//PNRV1eHtrY2XHHFFejt7T3INTYMwzAMw/jzYA9GDMMwDGMS88gjj6C1tRXr1q3DTTfdhK9+9au47LLLsHjxYrz++us499xzccUVV2BkZAQAkEql8NnPfhbz5s3Da6+9hmeffRbd3d34whe+MME1MQzDMAzD2D/swYhhGIZhTGJOOeUUfPOb38ScOXOwYsUKxONxtLa24rrrrsOcOXNw6623oq+vD//7v/8LAPjBD36AefPm4Tvf+Q6OO+44zJs3Dw8++CCef/55bNq0aYJrYxiGYRiGse9YjBHDMAzDmMTMnTvX/f9QKISWlhacfPLJ7ra2tjYAQE9PDwDgj3/8I55//vlx45Vs3rwZxxxzzAG22DAMwzAM48+LPRgxDMMwjElMJBLxfA8EAp5tzHZTLpcBAOl0Gp///Ofxz//8z2PK6ujoOICWGoZhGIZhHBjswYhhGIZhGHvNaaedhscffxyzZ89GOGy3EYZhGIZhHPpYjBHDMAzDMPaaG264Af39/fjSl76EV199FZs3b8bq1atx9dVXo1QqTbR5hmEYhmEY+4w9GDEMwzAMY6/p7OzESy+9hFKphHPPPRcnn3wyli1bhsbGRgSDdlthGIZhGMahR8BxHGeijTAMwzAMwzAMwzAMw5gI7NWOYRiGYRiGYRiGYRiTFnswYhiGYRiGYRiGYRjGpMUejBiGYRiGYRiGYRiGMWmxByOGYRiGYRiGYRiGYUxa7MGIYRiGYRiGYRiGYRiTFnswYhiGYRiGYRiGYRjGpMUejBiGYRiGYRiGYRiGMWmxByOGYRiGYRiGYRiGYUxa7MGIYRiGYRiGYRiGYRiTFnswYhiGYRiGYRiGYRjGpMUejBiGYRiGYRiGYRiGMWmxByOGYRiGYRiGYRiGYUxa/j8ooPb/Pz+wDgAAAABJRU5ErkJggg==\n"
},
"metadata": {}
}
]
},
{
"cell_type": "code",
"source": [
"import torch\n",
"\n",
"# ββ Step 4: Convert Mel Spectrogram to PyTorch Tensor βββββββ\n",
"# mel_db is currently a numpy array shape (128, 432)\n",
"# we need to convert to PyTorch tensor\n",
"# and add channel dimension β (1, 128, 432)\n",
"\n",
"# convert numpy array to PyTorch tensor\n",
"mel_tensor = torch.tensor(mel_db)\n",
"print(\"Shape before unsqueeze:\", mel_tensor.shape)\n",
"\n",
"# add channel dimension (like grayscale image)\n",
"# unsqueeze(0) adds 1 at position 0\n",
"mel_tensor = mel_tensor.unsqueeze(0)\n",
"print(\"Shape after unsqueeze :\", mel_tensor.shape)\n",
"\n",
"print()\n",
"print(\"Compare:\")\n",
"print(f\"Face image tensor : (3, 224, 224) β color image\")\n",
"print(f\"Audio mel tensor : {tuple(mel_tensor.shape)} β grayscale image\")"
],
"metadata": {
"colab": {
"base_uri": "https://localhost:8080/"
},
"id": "SPE1sy5cAbwi",
"outputId": "06aae36b-70d6-49b8-8c17-b6ac79e077d7"
},
"execution_count": 6,
"outputs": [
{
"output_type": "stream",
"name": "stdout",
"text": [
"Shape before unsqueeze: torch.Size([128, 432])\n",
"Shape after unsqueeze : torch.Size([1, 128, 432])\n",
"\n",
"Compare:\n",
"Face image tensor : (3, 224, 224) β color image\n",
"Audio mel tensor : (1, 128, 432) β grayscale image\n"
]
}
]
}
]
} |