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@st235
Created April 16, 2023 16:03
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Royal Institution. Seam carving final task
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{
"cells": [
{
"cell_type": "code",
"execution_count": 54,
"id": "c2f4530f",
"metadata": {},
"outputs": [],
"source": [
"import cv2\n",
"import numpy as np\n",
"import pandas as pd\n",
"import matplotlib.pylab as plt\n",
"from IPython.display import clear_output"
]
},
{
"cell_type": "code",
"execution_count": 13,
"id": "40077503",
"metadata": {},
"outputs": [],
"source": [
"def load_image(path):\n",
" \"\"\"Loads an image from hard drive using the given path.\n",
" \"\"\"\n",
" return cv2.imread(path)"
]
},
{
"cell_type": "code",
"execution_count": 14,
"id": "df4ac990",
"metadata": {},
"outputs": [],
"source": [
"def show_image(image):\n",
" \"\"\"Shows the image.\n",
" \"\"\"\n",
" plt.imshow(cv2.cvtColor(image, cv2.COLOR_BGR2RGB))"
]
},
{
"cell_type": "code",
"execution_count": 15,
"id": "2cf496eb",
"metadata": {},
"outputs": [],
"source": [
"def convert_to_grayscale(image):\n",
" \"\"\"Converts the given image to the greyscale.\n",
" \"\"\"\n",
" return cv2.cvtColor(image, cv2.COLOR_BGR2GRAY)"
]
},
{
"cell_type": "code",
"execution_count": 26,
"id": "8ab5f666",
"metadata": {},
"outputs": [],
"source": [
"def __fast_convolve(image, kernel):\n",
" \"\"\"Applies kernel to the given image.\n",
" \"\"\"\n",
" image_fft = np.fft.rfft2(image)\n",
" kernel_fft = np.fft.rfft2(kernel,image.shape)\n",
" return np.fft.irfft2(image_fft*kernel_fft)\n",
"\n",
"def get_edges(image):\n",
" \"\"\"Finds image edges.\n",
" \"\"\"\n",
" sx = np.array([[ 1, 2, 1],\n",
" [ 0, 0, 0],\n",
" [-1,-2,-1]])\n",
" \n",
" sy = np.array([[ 1, 0, -1],\n",
" [ 2, 0, -2],\n",
" [ 1, 0, -1]])\n",
" \n",
" edge_horizontal = __fast_convolve(image, sx)\n",
" edge_vertical = __fast_convolve(image, sy)\n",
" \n",
" return np.sqrt(np.square(edge_horizontal) + np.square(edge_vertical))"
]
},
{
"cell_type": "code",
"execution_count": 28,
"id": "7b5fa2f0",
"metadata": {},
"outputs": [],
"source": [
"def calculate_cost(image_edges):\n",
" \"\"\"Calculates energy/cost of the edges.\n",
" In other words, this function finds areas with interesting\n",
" objects in it.\n",
" \"\"\"\n",
" r, c = image_edges.shape\n",
" cost = np.zeros(image_edges.shape)\n",
" cost[r-1,:] = image_edges[r-1,:]\n",
" \n",
" for i in range(r-2,-1,-1):\n",
" for j in range(c):\n",
" c1,c2 = max(j-1,0),min(c,j+2)\n",
" cost[i][j] = image_edges[i][j] + cost[i+1,c1:c2].min()\n",
" \n",
" return cost"
]
},
{
"cell_type": "code",
"execution_count": 18,
"id": "9f56a1e1",
"metadata": {},
"outputs": [],
"source": [
"def find_seam(image_cost):\n",
" \"\"\"Finds seam (path) with the minimum energy/cost.\n",
" \"\"\"\n",
" r, c = image_cost.shape\n",
" \n",
" seam = []\n",
" j = image_cost[0].argmin()\n",
" seam.append(j)\n",
" \n",
" for i in range(r-1):\n",
" c1,c2 = max(j-1,0),min(c,j+2)\n",
" j = max(j-1,0)+image_cost[i+1,c1:c2].argmin()\n",
" seam.append(j)\n",
"\n",
" return seam"
]
},
{
"cell_type": "code",
"execution_count": 19,
"id": "0bc0471a",
"metadata": {},
"outputs": [],
"source": [
"def remove_seam(image, seam):\n",
" \"\"\"Removes the given seam from the image.\n",
" \"\"\"\n",
" r, c, _ = image.shape\n",
" new_image = np.zeros((r,c,3))\n",
"\n",
" for i, j in enumerate(seam):\n",
" new_image[i,0:j,:] = image[i,0:j,:]\n",
" new_image[i,j:c-1,:] = image[i,j+1:c,:]\n",
" return new_image[:,:-1,:].astype(np.uint8)"
]
},
{
"cell_type": "code",
"execution_count": 20,
"id": "4cb819fc",
"metadata": {},
"outputs": [],
"source": [
"def draw_seam(image, seam):\n",
" \"\"\"Draws the given seam on the given image.\n",
" Comes handy for debugging seams.\n",
" \"\"\"\n",
" image_canvas = np.copy(image)\n",
" image_canvas[range(len(seam)),seam,:] = np.array([255,0,0])\n",
" return image_canvas"
]
},
{
"cell_type": "code",
"execution_count": 55,
"id": "33d2cf3a",
"metadata": {},
"outputs": [],
"source": [
"def horizontal_seam_carving(image, dw):\n",
" \"\"\"Horizontal content-aware image resizing.\n",
" Horizontal means that the methods removes columns of the image.\n",
" \"\"\"\n",
" carved_image = np.copy(image) \n",
" for i in range(0, dw):\n",
" carved_image = horizontal_seam_carving_one_step(carved_image)\n",
" clear_output(wait=True)\n",
" print(\"[Seam Carving] Progress: {:.0f}%\".format((i + 1) / dw * 100))\n",
" return carved_image"
]
},
{
"cell_type": "code",
"execution_count": 56,
"id": "ec68ab7c",
"metadata": {},
"outputs": [],
"source": [
"def vertical_seam_carving(image, dh):\n",
" \"\"\"Vertical content-aware image resizing.\n",
" Vertical means that the methods removes rows of the image.\n",
" \"\"\"\n",
" carved_image = np.copy(image)\n",
" carved_image = carved_image.transpose(1, 0, 2)\n",
" carved_image = horizontal_seam_carving(carved_image, dh)\n",
" carved_image = carved_image.transpose(1, 0, 2)\n",
" return carved_image"
]
},
{
"cell_type": "markdown",
"id": "cb90b5bd",
"metadata": {},
"source": [
"**Exercise:** you need to implement one step of seam carving algorithm. In other words, we need to remove only 1 vertical column from the image.\n",
"\n",
"Remember the steps that we discussed during the lecture:\n",
"1. Convert image to grayscale\n",
"2. Find edges\n",
"3. Calculate energy function (aka cost function)\n",
"4. Find a seam (aka path from top to bottom) with the minimal energy\n",
"5. Remove the seam from the image\n",
"6. Return the image\n",
"\n",
"**Note:** we prepared a few handy methods for you.\n",
"\n",
"- `convert_to_grayscale(img)`: converts a bgr image to grayscale\n",
"- `get_edges(grayscale_image)`: extracts edges from a grayscale image\n",
"- `calculate_cost(edges)`: calculates energy (aka cost) matrix\n",
"- `find_seam(cost_matrix)`: find a seam with min energy\n",
"- `remove_seam(img)`: removes a seam from the image\n",
"\n",
"- `draw_seam(img)`: draws a seam on the image (instead of removing it), may come handy during debugging\n",
"\n",
"- `vertical_seam_carving(img, dh)`: carves `dh` rows from the `img`\n",
"- `horizontal_seam_carving(img, dw)`: carves `dw` columns from the `img`\n",
"\n",
"\n",
"**Test:** call a method with an image and you should see a resized version of the image."
]
},
{
"cell_type": "code",
"execution_count": 45,
"id": "0324e92d",
"metadata": {},
"outputs": [],
"source": [
"def horizontal_seam_carving_one_step(image):\n",
" grey = convert_to_grayscale(image)\n",
" edges = get_edges(grey)\n",
" cost = calculate_cost(edges)\n",
" seam = find_seam(cost)\n",
" carved_image = remove_seam(image, seam)\n",
" return carved_image"
]
},
{
"cell_type": "code",
"execution_count": 46,
"id": "82d6a17f",
"metadata": {},
"outputs": [
{
"data": {
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\n",
"text/plain": [
"<Figure size 640x480 with 1 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"show_image(load_image(\"images/plane_4.jpeg\"))"
]
},
{
"cell_type": "code",
"execution_count": 57,
"id": "c3ed9621",
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"[Seam Carving] Progress: 100%\n",
"CPU times: user 2min 10s, sys: 1.05 s, total: 2min 11s\n",
"Wall time: 2min 11s\n"
]
},
{
"data": {
"image/png": 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DMopZzqOVp77XuIpK4JjkGOUsHJeUBhXUnzFyrnovRyyo2n2sHP5SegpPql6NtygFO174XC2LRqbFTojkPdfB33hOltqvpWkszIMjVbcZxJdwYWTc5ENtzQpPt4ApwTOTttIuxRigassnoqCCYZv6s7rwhlyDw3UqJrKq5DN+CB9IgamXXGE5Omoj+GoP0qasTp8eP/DD1dN0jQg62NHCp1bizuZCg9WSUrXTOOtP+C66XKnuvAzPq18ZQVWK4CviXxA8M5n8zgDCeFGk2E7a+h6yeMbeWLCo2xRGt6v/H6qTDJAI8oG0q6uGp3muwxGWT66dHE3Rnk9k4AUbP97fYdjxwmeMABpjJhJRNlx6rFU1lDdUfvxCq6gbzhFrsJTbGjMeVxOKY51JX2wM1s6AShUHnkY7a2Ns5o9mt5WIhlw8s5ZPWRA5PDnwLRiqsnxK+ye17ZboIYUkm59qJ5VeoxT45b1cyHkzi6K7o4VPLeQGJr2BqSeZtmxzzHgWATRLufFQOQkIMx1onYUzLdr1VyyP/KbnooUPmwafqcC19/DVuZOK+32eokZgqmNskQ5UwVRrys+D068Ly2NnpXWMsKxyJ4o9H79ht1b9A7rmmx9aMeSGjC0fZxO70Pr0PW818D0hfKqESo3lEyzWRYf2XjvrZ3g88scVZgsqGGzvKuGJyhQDGxYM9My2pnI8KlESgWMoWXHYsjf5nAzISTG2PpNf0/astxmEOMvzne1zJvYXzVD7Fh87pl9aX2FARW4vRgqRDMUietJPBUIRlKZ9CFw5E4Jv6Ku/dnhHC59at1uN5RMO2Wz7RBVMvyJvdDmrdTYBCeEErGtjqM1ZhMu1EmSG4Y6tN8s+Apv2nk6wG72IiancH08iHT1+pl6+zBg32NAZlLD8mDwJw89dTShKKBoly2cWxTESWpm2vD0kOeQk3HI53ADsyxkoH8lm+pGjP34+pkz9vNnRwkfCGAY6xmUWp+WuF6mbbGMYnCc0S8oIMeBdexKMRWpCjGRK11Lg1NTPPkPMZuHM1r9rZ/lk9Umy/y0O6k0mv0pC8SlFT0FUKbmqZp1HY/ePkvUpX7ZWKEYCoWDFDQlcwIhDgUq6zws0Stxm7qY9B+zl1YZaj3W/7WjhU2P51DAwAvz9j8CaocSiwkBk26Ism9RClWBNbBK/MkJoLG2LqHdVBVDim7dxfo3MkmvSTNmoSINwh4yGOTtVG9xDzGkmKMuEuCvbn8X69dql8Esd/uKeD9ICN2f11UCuZC68WvK9qE4Qm1d6IV2K5jF072jhY2Aet1EDybxtCfuXogUsrJEKWsK8of0USrDU4ovykqnKFzuGthzU7rvUHiCsLjPAbI37IJlTqLhQgSTcGFcdZmpiFonloprGjFVtRFdoCTVEaWHCjg2GuHoevtMgxXRlu+k6ukE7AGGEl49/jOVj8yCtlsQYBftKcbbKJ1k+A2PdmKaOtNQoEESpvatZYUcLn5SkLWtQZJVB463IR7MZ5p2S/HWCp9YSs2kJXjErY3OXO5oVlSozDndJyMziTiwXgg51X4wFeTXg6WjTJ+DqOP1mVVLGurlCRhcUzD75khJn0hu/AgD/RmZZ3v12wQUpesN2ZnXDpQSGtTd0vyWumJ7gsiWBviYIIyeYQ3ojhQLDb0B91lk+QJ0lIs/t1LvopK5ifpfrDAlA7y6vnEUzEm8e5sMzdi9tbKTcGHdLTZ152nvmQ2LhD3bn2vS3xlU0T7h0gAhtTiiQMleS6ydBi2HmUpDLNVpitjXWXom52zK6TxKvFQBAJIx8XPCmRY1FNv58j47CE3yrJjBiCHa08Cn5GNMDE2vSeYEjJmaAo8aSKFkwEQ3md1BpMftGhv58COQirZZZJmQ0aoYfFKrlcfqMxB/UxTPi8ZbpbNYKe0HJzzwBWnrGJYWkpt6YOsZ6SNUNrSE1ojpYx+PggLmXkUFgGhYitRF8OZpTFqHtj6mfwhusk5xQGDpkmqI53iPyb9Qu4aiBHS18DAxp47n1njcVnasqlTfYHpB2oc3AuOcpF5dfTPuzlM+6NxGIB4OzEnWShmzdBbupRlwf74AAGv/q4ez+1jMEhs6u5MobqK1XS0tN3RbqHUVKWQk1P40LecE5Zp9zTH+SLr2QQiMQE5ZPSFtI35B3IvssheWTo3PMM6s/EVQJ73//+61FYj4nTpyw+cyM97///Th16hR2796NV73qVfjyl788U1u5PR8igvunnk8Dp2HIeiXLKWc9JdsLyocMdaidGsGU6+9QPQVuQuU+NW2PKSefRQMkP6lnUgNE5lmw/8mgkM879WkQf0pjpT4IPrV1asrN+ynTNDy+4+rk10t+3s7y3Gsgjy+YK4jHKMJl5gIQfRoyeWR5TDvzLq1Pf3GdkyiH8eM7NO5j58iscFUsnxe/+MX45Cc/aX+3bWu//8qv/Ap+9Vd/FR/96Efxghe8AL/8y7+M173udfja176G/fv3z9ymHITFHBi1qfCTy0JLFstq+xULOZdeG8KaxmcWXWhv+OUGI/IMI7dYnLWn8ovk1NFNTutMaUjUlBoZuaj0kFCcBH9zN9UMC83z6gQA2KbG1uA8RYP4YqU6cGAOU8SIr3MZOrgoy84CefzpkQi9RhFPyJRzWOPXNNixMctijv0wSQeRcw7akRUPSY5vVD+TF675Uh6FK4TNOhGLZ8RzuyrCZzKZeNaOAWbGr/3ar+EXf/EX8eY3vxkA8Ju/+Zs4fvw4Pv7xj+Nnf/ZnR7VjtBYvDcFgJOsNDZAUMMMbhq6WaDe1N1xot04Qjl+UOYFaKlfUiMLFmsQemodjaJP5i2Pmg21lfnOkfDiwC3Ykn5yJseaNukKV0ttR67ClWXEtmJngh+imgb1xHt5KWMzcKDHsmnKyP3KfRnpka9pIlQnHykQGWoavUpN1BoVJuERtHqLBl/WkiPXml1F0RjyWqyJ8vv71r+PUqVNYWVnBy1/+cnzwgx/Ec5/7XDz00EM4c+YM7r77blt2ZWUFr3zlK/HZz342K3w2Nzexublpf6+trUVlLOOvZPplQWC+2SUj0lKmeS4n3948wmVeN4Vj6qUghFRqcG1ItnbClJC4q8sNKBEpIReuKyqUT5RJwVB46VjIs9/xdYrtLNCdVXvVipdmvlPJTuoTgoazAt/hd2UdUGLtyrIqf2FRajkmHdFVL4Bs7QwfU+OaVu5KlmN01ik7vnJ3yZnOKcrD/ubeApCDhQufl7/85fit3/otvOAFL8B3v/td/PIv/zLuuusufPnLX8aZM2cAAMePH/fqHD9+HN/61reyOO+//3584AMfiNKNvxPIHRYVZSsFUHrBNsX8+HboIARlVFvDeTX5Q+DqpyV2g7wAqqOjZqGNKZfIg9StXeIYJWAYEpvRc0LOoCu2slgSFgKWGRo3rGCC2WEO0tNnKsud9fFLTZ+DeZ2mpcYFNlcZKSCoXL4YQu2j1On+emV2v3P0lPvDnsXiW21iMZUOv7JYIyPm6cKFzz333GO/33HHHfjhH/5hPO95z8Nv/uZv4hWveIWiL6UlFR72+973Ptx3333299raGk6fPq1wwWdCIdRaHMmyhr4ozz38JuJ2LJ7DYgTO0EJoMMTCYX3GEuS162N5ci0TH/Lzj8UHmOFNP6t58KbbsurEYgRAYQ0//ZCyFhQMz01/Ez881W+xB5tIsWNuGFKupSH6xoQEp1xpqTKlvIZD+yd9Zih27afbzrkkVXqZ3pxr0LSnKHBeHtGSfWaUod/gT7nyhuCqh1rv3bsXd9xxB77+9a/jTW96EwDgzJkzOHnypC1z9uzZyBqSsLKygpWVlSjdRCWFMO++CIl0JdPNwhKPLGHeW7YYzKdZme4Y62ds2CIVXSHzMe0agT9GeHm/c1bDVeboIfbUUq1GtLitrAVASIwTIGZWOYZWIrzCIi4IAALZFZYS9DmmmjoQmcRfMT9qXG014FmDJg2M3jD6YBLnhiUnBMcECdTm5/Z1pGCKBBD762DstF54qHUIm5ub+OpXv4qTJ0/i1ltvxYkTJ/DAAw/Y/K2tLXzqU5/CXXfdNXdbRPXhnmEayU8Gj/FF5+ajl+fhZ8U1xYeIk3mSrlx4cpOlb3hsvD4HaalxqsWXqzsGf1imoUSI64z0DtFc9bF2EM3176rSWPlR4Oaz+4QWfqpM/Jlp/BGvQa/pTN1Uemn8amFs+RKeFORc2bVro7adWpy14D8jfx67tVk3vyUs3PJ573vfi5/4iZ/AzTffjLNnz+KXf/mXsba2hp/5mZ8BEeHee+/FBz/4Qdx222247bbb8MEPfhB79uzB2972tpnbrH0wQw82lWskejTpB+nxraV00+znCctVWl9DIEvUCo5amGXiDtWpza8Ndrua/Ulql6MwzE/D1YASCXn66i/TLMGghWFcODQcYVbTxiLKzx2mbH4HQTtjbk5Ipef6lrJsoqCDAWtyKC+kxwiiWli48HnkkUfwz//5P8e5c+dwww034BWveAU+97nP4ZZbbgEA/PzP/zzW19fxcz/3czh//jxe/vKX40/+5E9mOuOTk+o1aTXCxNOoBvDXtFGTbhjuIIOuwFfT5hgcY+tFkzPQUHN5gO6fsOXHjEdOZl0NQbrzQO9FzOj6m1fI5HAk3UqJsrV7N0MMfmz5Un5dHus9ezepU/0LceTya+gtudZqcafyxgqtHBDPcznP0wRra2tYXV3F2+5+J5aX4r0goI7xV1szCctoXvM4WZ+BZs5XIdQKg1J+TYDAGLy5siVNSkbfVLXDQlYtWF48EwRQ3TJNlQlp50y5xcBYdjJUXlFbj3MedlaqW4M3V8ZE4knoAYDq6U2Vq01L5ZVprachzNva3sTHH/gwLly4gAMHDmTLA98jd7uFULQsUoJgBJ5ZrJlqEJp+qu5YJjir8Cj1ZYxgylmONkVH0aTzyzSm0NXAM0GQzAJ1dKc00igFJfcZMB8DH6JztHZscPr73FWMu0RLrTtPzvfa9lwdL9cvC/cSvVnHO+X2q7XQQhiyhmpw14SoS/ieEj41AqBmgMYw/ZT1RCgd4irgqHQxVeOrTB9TZibhy+HSy+AWpbw3loxRAiraeabDbM/f7S9ey/ZHC5OStZvBS0GUldHRSq6lsXTU1slB3KcBQaV71Q/gNbiHXGE5Osa6KWv3tlLu0LHz9ntC+MxiIaRKjMWTdOFJRjuDkAujRRZhUdUJHfNNTr6Qljitpr3UWpxFyPlp2Z2dQfpq26sDQ0etZXK1xOMww7sqrQ7sWchyNRp0Dq9XR55PQ+ZNqDFVUbkUTUN7Njnwcfl7aknmrf/Pn55J4x7KyynaQwEIs7Q1L+xo4ZNyo9UIECrkFesNpDUiLc3CKZUY7GuELfgMyxcS4+j301O+/3Ds4nzK/kq2JgTxQNGIPkNjqWwqtWZxLFIAmOdQuyjHv05BASGmexhXrqdFLb6SorGRbymhU2P5RHjEvCrfXyfwmTqBuy7FL/L9MrRl6BJaVs5aCHE3WnhKT8m8kXWp9motlTFWVo6eWtjRwgeoFDaUZ5NjBVC2DWhWS6aMmoZNyLAHNezUZMlrY7L1NJ3pfQAzZ0bv3fDweKfaqwcTUaO++20Mu2tmBeZ+NN66w5cxLI722Sz8RcAsbpba8Oda3GOYIcEx+JIQjHH6lq3KL1GVtjxy9Mp2bEsFa7LU3yEBk4woHBm5N6RwjJkTO1r41AqeeeoP4QB8AWMfwoj6iymT2uRMTSxXLi2SY5PMK0VGh8wJRzkJOVMmrxmastLFN5bJzcRwZxAIixaAw3Dt3Wo58Jg1Ku3NStfbGFdeqY0AQ4JO9uY4m3kXBjfMQJssO+jaA6z7MHLCsSwV548RFjWWZ60wy9V/1ggfCaVBGCsISnjD9AbIrrxFCJ1ZLLOasmPOIscl09ZUOa9OsNf2yReIYd+uAwBr3o4WkqVIuOB3StnKo01r/mP2EmosnSw+CukkMUbIbN/lmXuOJjl+HJQrWiOI15rc32Kb7+OXFtPQ2Z6QllJfiq7PynIl+J4QPjkGFlojNXVL5WMGDs/VNobGecrNI7BsfsV8yYmnur6UXSc1WliplYgJDZQfgu9JgTWjZVZyDZXmTc3Gud24p3ReTvF3+cZaUb8pKGd+eG3BlI+p9JTUFPNGmrkXmS8JEREIm5wbrsZ6SqvT8Qv7UnTVWDGptodwhOnPGsuHKL7XyX5PpIV1a/AX01PK1UjXX3VbpboVgQw2pYBuFiurRtAN+fpzaWNYJyXaqmlnZ8N8brhZFNacFSs19DgvhSNDTyiUMvlEwe9Me8KTK4RWvRUjSSpZbpBlBO1E4u2jIwMCUm3EdJPfR/g3Ufs9kcadi7MruRJr82axfna08AHSVk84XLMwTms9Zco0c+ItwVhXVPw+oULZ5EZOXVvzCKAx5WctOwstz1YY3jhPwYyWVOHXmDM/NfPI75dgjoLRjgloGGovbjtjn2SCI/J9GLYyojaEqAz7G457Z/du4zbCdmoE4RC/TMGOFj5N0yyc2QyZkGH0Wk07s9I4pl6p5KIsr5KmNku7nsI2ot6s7V0HB6WxqtXGPXwFpabGGh0qM8ZCGNrLyDHPQWHD5TM5ziMSu+4w0E8pHkrMfZZxSuITls9QG366pEnQP0Pk544WPiHIqVLL0GuZrnd4tKL+rHm1DNRqGjPimNVamceKAeIFJtPmgXHWVDZnZKuzur1m6XGqrWFN3JYcI0hmmJv+nkRUMVvP1h1p9UiaxlgoQ2d8ojKyjYRXxZQtzYRcnm3PNMTwBFeubyW3V43FYqjybhSpsHpiWRznjWEH3xPCx1nZ46ySIf9tGEwwRrgZHaGmTm2+o0Hffk0xjTPjXbCgnMcSm9eCma36LJUMx7gWML6tWRWjWfz35Wc2bDHUhivXtl27iT4vWDeebDthMcnyKRrlbfZjw6NT9QbpRrg3VmP1+LVqnk0JdrzwMSZtbuoPCZgw3d0pPf5gqpce+JTG0FHMFxZYaX9nHjfgLPWTaRX4a3z+eRyjil8lfAsmYoFtzcoUZhH+5bYoO7ZjN9xr2623AIZpkWkll56tjzRjD+unBFeprVKfknQUhbJ7JnVWj+lV2dIcM3d2tPAhGr5ep5QX/YbP0JPCZKCdyB1Gcd4QXcl8I3QKRecZi7HlSgt0DOvK0zzMOOe1kGrhWrUzC1zL6L6FtFVRbB433BhcEt8QzqF2vdBlxN3MucVq8C0iL2zf7fikA0+0l1FDHc0Sfw3saOFTep30WKuidA3O1XJblfJmdU3NMzHmbbNs6RRRCxgXYbRIeCYLmRws2n021NZMLjlDj/0Pxckyi9UyhKs6tHpG95+HRzB6ZvfqhLB+vp9+xF592HWd1aSxIlxrqT0c9h7a8EvsxsCOFj4pyDNI+y1Z3gtXHhA88zBxm2fccS4nRV6UNErokOl3zucxG87op9mAWiCvm9UyG1oQswqYZ6pgmtUamdXdOQvzke4ol5Zve4w1UkO7Z5VUzI/aiLJSGbPrS8TeuiC7TMLDoaaKHzVmXrud2jWT1xeHuaE6mBNUwxF/s7k2a+B7QviU5l85z3erlV5nMI/1k02H32bq8dkyIQopqwZISzbP6Yxh1x0n26NcOwP4a2BW5ng123mmwKyWzyL6WmsJJdviAuMcgXdsuXlca5lasiUvzeEL6EF6rYe4vP2g1BAmWrbtki5hhbxfx5RXLn1fOhqbyLTfCHeiFY0LsKp3tPAhSjO8/NzR+oAUKlDMPeLtxiIqcHe/nRQjT7XufnhWA9yk9C2dZNMx7rG8JEsbB4KYs3Vc8uyC+WrUW7QQKWELNcxhYHD0qopaKspWQlTDqtPjQFkKpXzZBuA2ooH4NRy5ekazT4+ebZ/918jFGr7qo2SqSSVOjEU8ZE5I5PLCcj6euIxrM/eMUm8ickpmbNXNeC4nJfjCIIfAgrEzTQsicpl+HWnRElW9GE/CjhY+EurdNBARbUDIOme1okr5Un4VF1pYZwjvDPs78+5fpcrl+M0i2xpbdgwQKJgTPuTY6UzUZFwos0J5TEovQMvpzePmeekcSLlequUYfOGUozl8z5QpHXfe3lwd0OHTmH/i6f5K5p2olXBPpZSW1Nt7WQyU6WVtFFzOJV1yVUcBEWE7gcCRZRuEvLUMO1r4EMV3uw35iyn8m7Sc6hbjEPMvaswZl9fQYhx2i82fV5MPGF2cwjU0G66RAu9qQGr0i4cnZ6DH+PDT7asS6Xppy6fYVtESKQbqJ9oPcedcVMM01kSzWWwBExarPWpO0qSemxRbMb15Cy9oc4TbztvTpUJ+qW4prTB/ZsEPpPtUTU8YRfdstHwMFBkuVFRbrmwtY18kU59VCFwL2lJ5jhnPJ7zqhJtwpjg/TIW2PHIMIvcJwXq4C40pwTvOivHHzq/bFNoyUVOZXKQILbqMEStrJehR1qpLMOa8SsjoU98BAlFs1Tm0TqiYaC1JrTMmlOJUs6FeE7BAslEhg1L4asYkXHM8QEfpeaaDCWanJ1Uu9bsE3xPCp5bR1bqHFmFdRObqUJv6L2fKz0pHkcaCZRgU9OqE4ziv6yxd3+n6bCKHxCgVNdCiWyvlFwntALnLUILxb/NU8qwxXxKQe1bpnNymtsxbFJSYVU29UmiwxJtj+rUeCdmWX8YX+loupfc3Ja6A3sG+S/oDeiSePM3pKDQjgEr1c3WHaK95RiUhNAvsaOETut1kerp8yGQWb/1QYuLV1LM6cSJ7kMEtyBWVCrxgQMZEmIKDQQbzu9rcUhMsT9cZaHuw5RQti8I01BAQMrlaAVbDvMfirWUkkvGFuGuZUE6bTmnSted7xmj6YV6N6qWUwWGrrzbEf5ax8mix3yssMPE75WIbc05oqJ1nbai1gZw14WzwQtkKoVO0cmYWOvMLPIj2h9hNvg/ll2rPepWPXy6FuVAe+WtZyu1cBaFxVdoNy6etr9nxz8fsvHyJE0A/gwsux8BLay1Ff2mDPIVjqF6uTITLmEphHS/fpA278sa6wcikK4YTlR3rkqt1f6bKh3XGuHAN7Gjhk7J8pIuNoHzVBL3XQ3H90u9Sek7QLdo1Npaumrwon+env1xW75946RWa1QztjqNLU1KpZS+iLb/fRpeVylEDUK+DBdyiNr815oXQl4Kqsy6Fje1F0pCiI7epXtpsr8nPlfFncWZvTXxx0Wnj2zLpqnq5jwSAE03MMj61wQUlGm35EfNiRwufEELtA9AvfavRsistndLknMdF93TlkZfuhITJHSXEEow1ZJi+8VNj/Qy1OT+M6+McYPiSjUdVapHL1ifiQWDuQUTo+ymaRgawEnKCO+3WkvUQ5Kc05IDYZDtAG0SEpetE2l5UJ0XFLNbBkFJR0trDMjUBCEWXHpxxMnaPZYwlp0t541ozPrMGF9SUH7NWvieET9jhppAXps3rbhvLuJ4WC8fMn8hiFxnZPSc5gYFYsfM90T5d7vfQMxmCq2mNVGn7OYi9IH57QbivPy7yux6hngFitC1hur2NJ588hwMHDmDX7j0ZVVe4eKRbWW6qJwRW6TCoh95jPik8ghCvnkzL1XFYQwlkqKe4SSWwyKkzswiLWfPGlJHlFk0jIPovvAq1ezVj3bGzBCoMwY4WPmm3G5yGWRAyNfk19a5G+fF5qcXtpmZUNxuWO9w2UXyQzBRl5fxemLVSYuo+A/fpGMAYpw5WHA7vTtuUuq4W2kQAiEEJ2mEEEwGMHg0xum4L586dRds22LVrFwht1BJ7UYBB+wWiS7xCVvMYYJSbxyeHtKqtEK2slOmeJ6CUFA5FoOAFeVsuFbbt8lTFIQHjWRkA/JDQIcbsHHpxyTAlJ4TcdyuMSmEJlH4uwxaZ2shw2WE/64XQjhY+EijDhGqESsk6MRNike62RdaJNENK0VeHr2qsClbCLKZ3sd2S68d+ixl5vlb+2pisa7bEOKnM4P2yXmMJvKzdJrAby9QA29NNgHrfgg1pyICN6JKCwPw0+FLVOU7WzsACA6/T4FM0jsXnykg8SMjbICGDx99Py2RKs19m6/+S9YVSVloSJoaAE9Mp9jTEwsFXYZyilHu8Ni+RaSzWfJ7Ll9atKT9m6e9s4SMtHy67dsZYPiR+ywfYFEZ2cYLGMdO0C4ziB+0pifVt1dJM2pqJ5FzlTKuxLJL99Zhg6NLLaOAYtwBkzeTYhdw7zM40lteU5SgG7IFYu+Z6RQ8xmDswd447jYDUPodJcX9jnOkblF1plgjCupnN6yw9A27Q4UAB/5UFKUUsbGuUe4sUUjMNorqinRpBWmrfW18c9KsCwj4WFQL9X0xLic7AIE2sjTH0jrmKBwDw6U9/Gj/xEz+BU6dOgYjw+7//+14+M+P9738/Tp06hd27d+NVr3oVvvzlL3tlNjc38e53vxtHjx7F3r178cY3vhGPPPLIWFIAwDJFw49SrrioTlBGPvzwHUGUKF/CFabPZuEAyifvf5RWzABr143JyrRVomFUf4KNy5ox9nHJfsgJLtOCvgoNTrY5NNYNERqM/wyFkuc+w33P4GkI1AS0N+oj63bdFMxGGJVpGaKvlv5BPNlel/tdC7J8igYC7D1iDQit+DSSPjGlKIO/hv5U/tA8zCm2qXJefw39FXO+lDbcJvS4yH8CvLy6/o+F0cLn8uXLeMlLXoJf//VfT+b/yq/8Cn71V38Vv/7rv46//Mu/xIkTJ/C6170OFy9etGXuvfde/N7v/R4+8YlP4DOf+QwuXbqEN7zhDei6bhQtahLmGUj0YBOTgggAKS0zzfANIwzSSuVJMtD4oxZILh92sbiP7psxwRNlcn1OpdcKKUK6jRLe/OQ0Y9R7fxVDTdFBdgEOtbsoGCtgyshYzasG9mPS/HJmPKAtG7/d7W4byu0G/SA4+aHEJ5dOGRwpfKl+UKOuAvJwFsZyzHiH+WPK23KQwslFvJb4wyxt1QrxsfhMH2pnXk7oFNvSoxHyGcdL4/RZnnEJRrvd7rnnHtxzzz3JPGbGr/3ar+EXf/EX8eY3vxkA8Ju/+Zs4fvw4Pv7xj+Nnf/ZnceHCBfzGb/wGPvaxj+G1r30tAOC3f/u3cfr0aXzyk5/E61//+mpa4uEoa/SxCuTcPYYnpKqXxjaXRzk3DoCsi8erP2y9lX7n0gCtcVB6R0XWiQMLxk+y8vMYj3eRwmYMEKUjhPL0JDZOkHHNEAOsFzEBauQ7MBhdN0XPzg1Xz5LgNhMSUM3YivjFV2KYu8Hn2fPJzevamwxSbcmraWR+ru1FRabl5kyO9hIdOfwpXEP1Td7o/oDshJglui2E0ZZPCR566CGcOXMGd999t01bWVnBK1/5Snz2s58FADz44IPY3t72ypw6dQq33367LRPC5uYm1tbWvA+Q1vhD8NK1lu1p27AyaDQTLLc3TlPKaUUlbbz0u6TJgSjWDkm5rFQ6o0lozqGVl7L41EeMM9wdbVKz8i3WUAOLNb8aDSs3VrWfEt4c/hgYoD7P9HPtG6tCWD6sd9FnXeez9HUsfvsdw3O2Zt6XyoEITBRtfQ3hML8b8ud8K+yhML0Rebm+1/CcmjlbykutiUb2U+YVeMcQ5Mqp/T27mAPaZmvLwEIDDs6cOQMAOH78uJd+/PhxfOtb37JllpeXcejQoaiMqR/C/fffjw984ANROmUEhv8AYnxk/tcWzxCOedIXmbcwmkhZPSXNI1Wzdl7Zcp7iXdeXIgGiXs1VKbUwXD3aZfWzUnNsFpqY0ev9PDe32e4DjQ04KMEQfaPPgQCDF3y7d+nUvorap8UpJJQc86ErYkJRwtoFHiEj6H1VHWoQPvIRc2+emxeKtxU4AlSa6YUIrUvRWQr+MOnuCh9ZAFAjKNeCn/KMuF4n1bF5HtL73vc+3Hffffb32toaTp8+HbQnO+7caYDRCsw3QWcwsZLtG4mfeB6Dgm+g7BCuMeljBVyaNhcAUIu7hN/HG8KMV7SQ98f+mJstU61w9XxNen70MTKkx6W4QMnNVdJ4t6fb6LlLzt+rBTXrVZYFNGUD0kfzdCGEamnJYSszWJkW0lubp1x15XqpdmvyQlyz3ObgjT8AprS1lrsSp0STEWgsmB8FCpAs87RaPidOnACgrJuTJ0/a9LNnz1pr6MSJE9ja2sL58+c96+fs2bO46667knhXVlawsrISZxBgT2qHzEOGlY5g1GE5BpK8c1GCp0a4jGPSLIStoUROXJdONm+8FVHsE2It0zAmv9447dqr46Gv22NYlLUU01Mv/eJ2zfgrHbxpGh1arQTa5sYGptOprrc44VNzKr+mTs04+uNuhJBKG5oBEr3DE6+NWQRO3b7N8F5RiZYammSZ2r2tXJs5dS9nEBT3iWTbKjNuP9NeDSx0z+fWW2/FiRMn8MADD9i0ra0tfOpTn7KC5c4778TS0pJX5rHHHsOXvvSlrPDJgV2P5GtHcplK32uNjzb8TYjxVflVKS4bli/lybR0311Z5ctm/dGRSJZuVvkUpktc7jPUVnkMoV1Gar8I3h7Q8FjkPjVQU36ozGh6UoM5N0gmQtje3kbf9258ZxibRcGs7S7q2bt0INyHlPuNtXTXtAXU0V6LdxE0jeEdpfXq97OibyV8yV6WYbTlc+nSJXzjG9+wvx966CF84QtfwOHDh3HzzTfj3nvvxQc/+EHcdtttuO222/DBD34Qe/bswdve9jYAwOrqKt7xjnfgPe95D44cOYLDhw/jve99L+644w4b/TYWogchNNHSwM+bXqSHE2kj8KosEt+93OhXWGaICSsoa19pHCkryqUTpfLqaVtUnWvNmNM0AGmdUOp8xnFhxl2fHkeHvp+i66doFqoiGtry47Po+8FKdXJUWBtH0JnW/E2eqxl2zeXFjHM4oswc/E3hS68FefI/TaNf3+XnecQoS4nI7v+kxtHgk7jL4+zw5ds2ymf9uhstfP7qr/4Kr371q+1vsxfzMz/zM/joRz+Kn//5n8f6+jp+7ud+DufPn8fLX/5y/Mmf/An2799v63zoQx/CZDLBW97yFqyvr+M1r3kNPvrRj6Jt21G0KKYrpHbCHA+/J/GMFgwx83fSLrQqxgg/wPnN9VaeEEIOggVmPFEjaC7lx8IpJwRd+aEpN6swGGP5zAOLF1ZjHRHijjJLD4O5t0IphZeS8yNPR3hCPWSUDmcCU8B0h5QiV2+cu9PbUBfUDTHiVHspOmWfc3kpMh0dJkE/o4gWwCkTQ3Sk84cFWEy/pV2Q563koN8c8I3cvpD9RfmwdjMSY1YR8SICtq8xrK2tYXV1Ff/nt74PK8u7bLo2kt3veQWQ+T9RVeaRt6DTVkVkvmYJiTd7hywy8+6imrIliMv0VXUtHYMtjKNnbJ1nhgAKgw9SIE0ZV94KGQKIOpy/cA7/9U/+CHfeeSee/9wXg3gJ40a5zopJlRtj2ZiQcKL0OZ+56HIVqsT5EN5SfipvbHnA7eKVKM7WnaG9XB4DAGXyep05Iz1huvm9sbWJ/9f/+j/jwoULOHDgQJZeYKff7Qbf6hiyOJL1A+mdFAuRyhKUp7C40gNym+LONZWicZzgMd9Lva0XPGbZzDZ2uTLzbPTny4eaHwFV7KkEY+uTaHe8pZNXUNSh0q7rfG10hu4Nua1S5Ybq5jVl56pS+RJX/LuqQ8L4NrOcC30pWUcmf0zeTG6vGduatU4xj6F9KCl3JxvjzT0zUc/jYQkrjmW65Wn1k3RHCx+yEVv6d6XFkCwr/o/B12b9utZ2FRh8wTOvWy+Xbn8XnvdslpCxvobHMyk+IzoNkb6AGJZDrrxfNlVxxtDthcBinAeO0SmcXdeh63r0vdkHujqWXe0eT01aGNnmlx/Xpqzj3FDGyhoWMrm2ZhEoQ4JY5slZPk9bs+SlotU41Ra5P0ypOuzyOVSkTSH28CgaEuUysMOFj/juWQLmm6/FDw1MmJ0vn2J0w+6yGkEQ7y2nxKJOs90r+5bTeaxbK7gHC2mGihpXmGQc4wRErvwwzdcGygy0TFfAtMxfZoAUc+36KabTLWxvb4H7oWvuyzTUWj0150GGNPCaOtJlDCA6P5vaL5HhxCFzL9fN01RKz+FMCRyZF9gQ1W3NklcVLu4yJdVCb44Pikr8uf6Occ2mYGcLHxtuSYG5R16ZoJb+G4dnq/JRKwLXOAumBDkrIudAywsAQvlwX46BDwvlktAZkuSxMrCYsaNQ1brKUEdjC/OSLQDDEkHu86hW9HfWz7LXC7tH13XY3t5Czx3aBCm+27EAxq1aKaxq0mZ14422tBhgMY/1is/iqrFSaoXJUN1UXqiUzXPOaB7avToyEEHlOqsS+bvvUs8sJZhmEUI7XPjUnYkp5VkNrFh2NgFUUzZ2/43tQ34iXp26ZuoO1Z3dOiHlY7I7Kml7MLY8jbNggbfQOHpS6WzcviRoZM9lYSmzcqkXqbouuVFtqAGjB5N6uVxDBPSMhsQYkL6YlhKvd2O/Xem3otTbykbAsIXgxiAn5SJNOqlLEMDknrqwesxT7gvRXj6NYfs52uusPplfFlJphp7Y+Eq2VStUhvJMvtwvU3qIdLUJ5SfRl5z1k8ofs853tPAxMIvQkXk0UHYMfmu9BFWc8u9baJTzpybbybs6xo5BWdiW6qdoGL/fUlvec2FQfqG4kmkLeF468tT57bFplvrkSJHtg2m3UTaTnhsmr6EG0+0pmM19bw1amsC8cJmZgZ5BbeszQY8cI+DE8wldRCM01iGmPGhWFdoUJ1IgGberKNtUB6fDlqnJG52sH1Wt0JkHmBltZu6VRqinmhGM28rRneqX+ZaanVZYil+KPenvGRpmdb99TwifHKQEQyp9HvxJXEQg7uM9pKS2HqbntMvFbKiPETrVOK+G4BEL0ffA1E7y2FpdNJOJlQntejPpsYIPMNCgMWYJGOolaMyqZw0xmBoAU3RT9SK56XQK7hncEAiNuoIHjJ57EDfoWbvrjHllXtGgo+Y8eVShpIxxi/ll655N6A5yksYISEC91TWsONDMYPMLNol3MCTnQaQHSxXAmagpd5uzfOpp2NHCp9btVudaK6Qn6pdogi2dNofHWliLsMgMRX5ebp8srMki3/WrhomPs6rCVuuswgCjVX8dar1LMKPQKdMIMYxyXHWgRaBX+NqlNk6g3HeMzs3VpgUapaH2PAU3PYg6LaQaUENQIqjTVgCLDrN99UBaWCfUInIus6FhSrt5httJCrURTIvV5o9vAYeb6saNGboIRaGQjJxXTI5FTHo+j0RjY/Z1oPdhxrj65tlDGptm565Mm9HqAXa48JFQy6BnYuQIuYg/wfw0x/jG79/Mx9Cz6ZqgEuZ8fL60vMK0cfTNVaZWbiRdK2ZR17ddBwSggfWi2f0cx1BD15Ej0vxxQr1BA6ZOBRdMGmxurWO7n2J9ewM9d2iWgW67x5Q7tOZGbYNWWD4mdDbuZSM9/14J9fyb5L5J1OvknoOvbKVaTzFDcixNU1ZQOPSelVhmiWfJ0T6LHyos5jGHPS0JFJeQE1AevgR9QxFrZr7MI1BS6bm80Wni/1AA5dotwY4XPpE/s4Ixj7cwtMM4Ss/jUEt7UUzOxx1+d7TlXXOEYe1ydFDAVczPV0ykSSZeiPzzZNkCBFDfq3lBTaPwNRQx77gVtV2uoIGLkiOAejD1QANcWr+ER777KC5vXcKZJ7+LJy6ex4mlfWjaCdD36FgHIbCyckLLx0XNiT57e0Okgx+kYuVe6V29J2ddMLGC5kPusHGgwAVCTI0wB4K6MJcD+eftiRjXnv0ZnpxyTDTGn8sTwiDCJ8hK4vRHTQkeWSffTz/PF0ilPaBS4ID5DeSef/4ZGzzPmoAD8+ZNID1YNWnDrqu85mHT5AMxSlZQrJa+mcqTnIixuyFc0LXtjcmvLeNgWFtuSEaQGSZkXFpusgfqh37t9NAYjtHS0gux67dw7tzjuHT5EiZLS1heXsLy0jImSxOsLK9gMmnRtq1q08hGIlCj6ece7jJJBjdAz9vYnG7gK3//ZXzz4YdwZXsdj507g6/8/VewcdMUN566EZPJxPr7+r5H2zROGyc1RGrEekALyK7rMd2aYnNzC9vb29jenmJjYwNN0+D4sZPYt28fus64/Wqeo+/aZE7PsTgSiv2AL+2eJAK4d2+ANdiceNaBGRUBOpISJ3ik3u7nXZWzNxTmZerY/1TfOFEn3ZZJR5A+jvbSfmjKLZhbN/4zroMdLXwM1Fg1qbx5XHV2iRJFynbNg0i3IS0stSI9xprQ6lORdWNhfivGfEtrRlmZSf7iCRdbt72NyWQCIlJ7H717q6eKANNNsnI5Gb4px5+ZZ9LKquhvenS8ie1uHZeuPIXLly9hfX0dG+uKqS8vL2PX7l1YWVnG7t27ceDAKvbs2YOV3XuxtLSEyWSiQqmhzqld2byCb377ITz23Ufxxa/+DZ688AS2+im21i7gcw/+Bb717W/jtufehu974Qtxw5Fj6LttMICtbht9rwTR9vY2rqxfwaWLF3HlymVcuXQJW1tb2NraQt/1mLQtlpdXsLKyCysru7B3716AevTcefNryGov7XOofA6+p5iWivYkqFe4cwMYQUkN2SoNjJKh1oAyYDhqR9ERKxdsCOTYMjFurnkOSy4KZpmdRFABJxGU+pPy4nDwTFmsT6fZSEVWXtsjAhGrYUcLn5ChDAsTafbncFa0Cxcsm7/bLU/zAHIBvislrclHlfzqte1WlElZgiZd+q1roKatdjJB2zSYdh3QENoJoWkabE+30TTqdgbDuMwT6QWjY3bMSb2kbbEMZmmyhBtPncLp5iZsbm1ai2J9/QrOnXsC58+fx8WLF/HIIxewvr4OMLDdT9FOlrFrZRf2r+7H4UMHceDgfiytTPDoY4/iS3/3JWxsXsaVzSvY4ina5RbTaYfLWxfx+IXv4MnPn8F3n3gYL7zt+8AdsLm+iYsXLmHt4kVcuLCGja118BSYLE2wPFnCgb0HsLq6iuPHj+PQwUPYt3efFXxLS0tomgnatkXfqxu0m6bBol/XbcddvlBQa/ld32OytKSeMRhtq4Ifeu7QUIO+72EuIHNWmTtLpSCllPm/OLF+nO1dPsUfwlDeLHVMXm7kczM35c4rrcVUXpjmu0edYHF739pagjs/NM6ToGBHC58Y1OCkfLKpBzFGAIXves9NEje5elGQRJ3YkevSU3jSv3NpHk7rwliU4Jk9P1e2pDAQAT16UAv0UMyp4x499XAbwIweBOrdu+eblkBwr+cYOrE+GxBgTnMwsGt5N1ZWdqPvexw8eAinT9+Cra0tAEDXdbh8+TIuXFjD4+cex5kzZ7B26SIeefjb+NrXv4L1fh0db2Paq9BqNMCUO1DboGcVML3VT3Hh0nk0aPCFL53Hl776JbS0BBBwYGkVe/fux6HVQ7j5pltw+PBhHD58GPv37ceBfftBpIS2M2yMRejGh1ntDzVNg76rny85gZ58xtTb733PAPdolybY7rbRddtYWlpSY9D3aNsWzB2ahtA0LfrO7S31fWfXUGg9pyG9F2NUqZRKNXbzXubNejB1UcrR2LZCmlOuOHnGyvyNLSMjoOpgRwsfolhQpKK20oKnjvkQERoTzWOZuc1NpBk1QWprw/SkaKp1C3p54luphykBnS83no6xZVKT/+v/8A+YLDc4dPgQlleW0LQqsqydtP5Gt/T2MdD3PZjV/oXZc+m7vOY5qyDqe2AyUa93N6+6nug3v21vdGibXSptibDr8AEcOXwSz3/uC9HzNramm7iyuY7LGxfw11/8a/zlF/47OjA6Zkx7JQi2t3t17geEplHbN13fY4mW0WAZL/3+O/HiF92B/XsOYs/KbuzetRuT1n/tgmLURsqYdwMpGttWnRmaTqcgtGovysQ/VPIQf48gzNWvakYP5h5sAjRIP3NibPWbmCxPMGlW0HXb4K4DE2NzewvT7Q6XLiqhfcvNt2LfvgNYv3QZSyvLdl8vpMHRIhmi/8Xfcyp3tSTccnklN95QnoHqSDYiL5CEwzqFvNzNCKn9oNgytM17wQ9jltKOFj5mIoewiI18u28AgLQvOi4zhJ8SaWUax9IXwShXW52rbEhQjRHk1XkE3HD8CB597BE89nePYn1zA9NuG/sP7MeB1QPYt2cPdu3eg927dmN5soKWGrTNBA012iUn9ns0PrtvsCAggt5r6ax1AShLRwk91oJQ8X/NetG2LZaaJRzYv4R9q7uxtLIEEINawqRpgY7U/lYPEDXgvkfX9WiXCLuWl8BTwq5dK9izezduOX0zJrQCdNrN2KkJQKz2yZRiql2UPIF6zXkDIqDrO/RdrxiYbof13tnQMx22JpVGwKz26ZgauBfjAcxqn2m738YTT57D1sYmNjc2cPHiGtaeegq7d+0CocWhg4dx/PgxtBPC9vYmlnct2deK5+iIafFpHsMg6yPOwvR0pVI0mk9jmv4ofSC6LUd8l4l8C9seipAL88cocjta+MzDqKuZPxXyUulub25uS2Y2V1vtW0WluVAqN3v+2LLepEeH/Qf24bYDt2Fzcx3fevjb+PSn/wxrFy8ATYNde1awd+8+HNi3H/v3HMDqgYNYXV3F/r0HsG/vPuzevQdLS0tWKBCZwBDtbop41njBRETWqmgnhL7r1OHPltAQY9p3aNvGurUmbYu+68FdAyJ1GenGxibOfvdxbE230Tc9uAe2tjswq5sQmGHve5t2jEmjrKGNzcv4zplHsbFxGXuWGxATGlZCV0k5p4qqA6TG+iFbhrhB27RqB4UZoEbMjaG+a3QyiszeOadS1P5bj61ph2m3je3tLayvr+Pi2hrOn38Sa5cu4sLGBTy5dh4blzewtbmJ7c1N7N29B6973etw0403Y6lZwmSyBGZS+z9ovJlbsiSSzwspgSV3LiotjkKem8b59wMN4UzjzVsnteUdZXlXY4i/ePB0QAkowY4WPgbmtSzKOApnZ3Lpc9CXyqti3N6+Ugpnjrr6dsYs9Bq8RXzcoOcek8kEk9378PznPA/7d+/DuScex7lz5/D4k2extnYR3zz7LWxtboCXgOWVFUyWl7G8vIJDq4dw9IajOLBvLw6tHsK+/fuwe2kF+/bsR9u0WJqsQF9Wg75jdfyS1UWefd/rMN8GHfdWgPVay7M0Nyr8t2kJXd/r6B+V30Fdk8OaGRMI6Hs0ugyI1Mvi0ODi5SvoesL2tEevo44YKmS80aZsDwAMbE6nQE9oucPapUtY39jEvpVVELfq2h4oq4Khzh81pIIwWCMlAA3r8AwmNKysN2qUNmxkhwnQMH3tuynaSQsCacsDSrDp+9R4wtjiLUx1tN10exvrGxt48okn8eSTT+KJ80/iwoWnsL69roXMNppeRQTu3bMXN6wexdEjR3DD0RuwevAgjh87hpXl3SpavNdWKzWpLdN6BkjW1oe/T6GnHNw6mvcAZ21eieaxbrhR7j6tpA5ZjqGVk8NnPUXPFstHaXWzWTpxGePC810HqaEsCo4mf6pGGKd5IRGLLudKS1YyrRlaw4CLEGKLZxYLZ969k6HJSgRMGnWehfseS+0u3HLTc/CcG2/BtNtGD8bFSxdx7slzePzJczj7xON48vyTWFu/iCfOn8OjZx8B/QNhuZmgbQi7VlZw9NAR7NmzDzceP4V9+/Zj7+79WD1wEHt278GBvfuUgIGaUw2TCk1uGsVwO31XH/eWSXV9hw6MCTX2dgIC0LStDgVn5cYCo0ED4s66tdTib9F1wObmNra7zrnJ9CPVSx5my7GDvN+bsL6xic2NbdDBFsSk3/mjajWNCl1WUWRKmDRNC/QAT5WPjkDgvkPPUxX11hCmfQfqGdPtDktLy2D06JkxWW7B6MBNC4Cx3Xe4cuUKtre2cOnSJVxcX8NTl87jyfMqyu/J80/iwuU19H2vhFVP2LW8B/v27cMNR4/h6NEbcOLoDbjh4DEcWj2IPXv22nNdyioEWFtpRjGwkjEBg+4s+S2zmKwQCnDNzOC9vNyeWH5PKaQ8lRfWdxZpuaw9QacTa17+HsKsyqiBnS18ElASMqFw8V0MxsoZjzdROG39mE06lMRPPi8WaykBkCfLL1MvKPy6462yIRyZUtblpLRwtV9ATJi0y+i4x5HDR3HoyBE8n16IDj22NjexubmBzfUNXLx4AY+fexxnH/8uzpw9g8fPn8U3Lvwj2kmLv/27L6HvGUvtLuzbvR+TpQYre5exemA/Dh9cxYEDB3Fo9bAKUz6wiqV2BZNWnckhJlDT6j0mwhIDfT9Fgx5Eyk3W9x0AdTO1CQNvAEC8FmHaT9FOgF0rE6we2A86a+53c8+3N1YIgLZtgb5D3wEmomhpaYJ9+/eAuQOoUQEZOgCjgxI6KjijB/MU005ZcTQxWm+Hjju0kxbTfgvTvkPTNsqFuL6JrW4L02mH9a0NXLpyBWefeBznL1zAkxfP4/yFC7iwdgGb25tY39hEt72JSaP2rDa3t7C73YXTN57GyWMncfSGozi4ehCrBw9h9+7dWFpaxmTSgrgBTXu0pAJIuk4fJ23UCrGeQj0faubUEDOchWGGuGeZ86ntF7lpX6qXK5PKy5XPlSUoASQFr4SUiw2i7LPW7UajLB+tryafdH5SkUgfayGU9o/Sdc0DlAJRTpi8b3mIlrH589RJWZXh7ypXYtOoDXEAbaNf2MbK7980jYueahpM2haTXUvYu7wXS6stuqMdXvjcHtvTLVzZXMd/+4s/x99//e/x/S/5fly8fBlra2s499ST2NjcwvrWBs5fOouHH5uCGGjbCZaXlMDZs7IHhw+q0OXV/as4sF8dFN21azf2LO3CnpVldV5GBxI0TQs0DYgboNH6JLMOLTbcVEWgETVYWmqxf/8+RC+Ys9xAuem6qT6DA3WjAfoee/fvRbPUoG96tETa3aYZQWO0WnVrABPUBaVmw4sZ3XQLG1ub6PoO65vruLyxjisbV7B24SmsrV3A2sU1XLyoDs5ubm1ifX0DPffY7qaYLC9j98ouUAMcXN2HU0eej8P7j+DggVX8zd/8DXbt3o03/U9vwq6V3Wpc2gbolCXWUoOG1bMlaqGirglEqpwSRFO0zQRmzfozKJhPnmWSsBUCzlvcoM/kD1lWYZlaN1mOhlK9XP2a9l3ZUBANC5hSW7bMs8btJiDH8DzLRydH4dgJS8VO1FFtVtA5wuVVa4UtIm8RdbJliWCYqyszpCmRLWUZChNArToNz4wOHdQ+QINuW30ntJhO9YsKmhZLbYPVfSu46cTNOLj/IF76sjtBAKZ9h3PnzuHSpcvY7rdx8fIFPPHUE3jk0Udx+coVbOnN8QtrF/DY44+BwcramUywvLKM3bt24+Du/Vjduw979+zFvn17sX/ffuzZsw/79q9iz579aCcTTNpltA2hbdTmftsQWlI3Uvc0BVOH1QP7MWkm2Oq3fdtWCx5nlTfooYRJ27Y4dPgAuO3BNNUBbQ36ntFBRZJxx+CesbW1rSyUrXVcunQRFy+t4crlK7i8fgmXL13E2sU1XF5fx+X1K7iyuYEt7jDlbTVXGVhZWsbulRXsXd2Hvcu7cePJU7jhyA1Y3X8AS+0Eu1d24fjxU2hoCUQNltsVdH2P1X0HFWMCaRmoQ9F7VvKXGn1rRYN20moXnVIS23ZJTIOUb0r6msKscH17/g5dpMzMxwYKmDJDgQC1AQdXq/0cjG03bOu65SPSpRWhfmuXiS2TxrcImobSyPtb1lBqcA+5A6qsjNq+J6/4Cb8khPYsQpGUNQGwDVVuxDNvMdGH3xkNWjTUgEgFCbQgddFn34MYeP7zXgAQY2WyS7l1CNhz4x5wZ67eaXDpyiU8fu4cmkmDruvw7Ue/jb/6/F/i8vpl7Nm3B+vrV7CxvYVLly9i7dIFnMN30UKFNLdNi10rK1haXsHyyi6srOzGpF3G3l37sXfvbuzduwd79+zBruUV7N+9G7tWVrDVb+PJtfN4+DvfBnOnnG6aUUa+eejFb4aqAZ688CT+6vP/HTefOI0JLaHv2AmRK1ewubmJrfVNXLx0EZc2LmFjexObW5vY3NjE9tYWtrsNNCB06NVYgtG0S9i7Zy+a5Ql42qHve/zQD/4QnnP6Zuzbsw9tBxxaPYjdy7uw3E5AaLC9uYW2XVbum6bF99/+A2qfpzOvlVBrz7hRlatHdZJ1B/tedYrstTlSSXQXpDojZhYhoq0+MR1TeyN+fn49j42yC+ukrIxZ8mR+ShCk2vdc7yxe5VfRbqqtZ1/AQcS4Q7dVYPkQEBrwJRjaXEx998tIOgPOPEZRIA+ZSDSWwSyM3dR2ymWZhJJkcemziO9gdGwauBOI9V5ADx1y6zb2e2a9L6QWxlI7wXQ6RUsq9Jiowb59+3R+B+7VWZzJZGKjtahvcHDPYRw4fcjugxxZPYKHvvFN3HLqVvzoK38EF69cwsVLF/Hwow/jsce+g127V7B33248tbaGbz38TVy4cgm8cUmHPDdqq5xaoGF9Ul9p/svU6vBvYGO6qaPNCBDnQQmwoeEEFTAwVRs+6HrlfnzoW/+Ih7/9Leye7ELbTND3jK1+ik5bENz3oB7aGlIBDb3eC1pZWsYtNz0Hz3vOrfjOo49he7vDkSNHcdONp7G6eggHDx3CV7/8FXzxy1/EP3nOi3DL6ZvRUAvqzJVGDfppj4YIk8leZZygRzftsby0DCIVzdc26uqehhrlRjXPjvT+FoUuH7Pmcusu/D17xFgKX2Q0RUIqjSMUirk2a6yrsVFzJr8m/NnPc5PN80ek3Jg2jarbGoIdLXzUEjdXyjuIXG0jLQKpFTiJ7mGMysX1B9LIz6QUBw4rloTMQEYy30vk/DglE/0xHpx6s1iVQkAarZUbAlhv4KNHA4BaJ8AIDPRTtA3Avbp1AAx7ZYyK1tKCC40+9sJAN0WrNUDSl5e2zRJuPHYTjh8/jpOHT+HUERVyfcdz78ClyxfR7m3R7Cb847cewrkLT6DdNcHx4yfwyMOPYP3KOiZNi67b0tcyN9juOmxu99hgd8+c7hV6RTzahtD30CHSPSYg9OjR96rP5swS9x02t7cx7bexgQ0QGrRo0es9sK1+CxNq0KIBWoWL+x7Pff7zcHntItavXMHLXvpS/OBLXoqL5y+iQYuVpV3Yv+cAqOvRosH0+GVcfPQJ7KNlrHQT9cIFHYnWM6FvWrtTZa35hnW+mk+sn726ja0Tk4mhzgU1ibkhbkGodBktqlyuTHzxZrg0HXNmrTTIMjItVV+WkelhvbQwdLxqjIvPJ8b9iY1BFhmuX5I009SYZb6jhY+aoIrhGK1JpddbAr5QiR9yqW6uXL6tYmFHRkW7fnocKDm4tyLGaxC89tMW3xjREtMWTnltZ1Fvy5FoxV1w6NxQdvEzwOQrJEJng3Vkyf5TD7QtjLeWwZh2UxxYPYB/+k/vwu6VXfbAZz9l7Nm1FytLy1jndXz+bz+Pz/73z+Kp8xfQYYrHHv0Otja28JwbT+O25z0fj33nMTz22GPY2LqCpZUVXFnf1FFnygpQp/8J1HWKzg5YblssT5bQNABPVQTYZt+BibA93QYa5YZsdOAFekKPDh2pYIS9+/ZgY7sFesaNx27EsWPH8Pj5x/HQNx/C4+e+i62tbXTbU/z5Zz6D6WaPl97xUuxd2Q90BN5WrrHt6RTPuflWHD58FPv27UfTTtQhWlKuKHN+yY0xW6+C7+hif3IY5hknqXSWzHf4raqqzsDa8nCnyw27tYYYq7PYYqFS93bYnNIayo24LIn0tMAZHB8r1IKzbIky3s9QGD5bhA9QN+lUuVzdsquu1EbN/s4QjTWBEhFjplS6RWhzhiyWOnoWUSak06hLmkpjwsuD+ColpRSrKom+MwBuWAkfvVlOgdhSNyUJRQWKmfYmTJp7NK22ltBj/+p+cM/Y7rcxWZpge7qNaUdo2waPPfwovvjXn8eZRx/FlBlMPa5sX0aLBqeOncSP/cirsXHlCh544E+wNd3CC//JC/Dlr/4dNrZ7XLp8BdvbWzh86DCuXLmC73znUbVPAgY6xp7du3DLzacx3d7G5tYWzpw7hwuXL2FCLbq+R0sNbjh6HIdWD2LtqYvgrsOhw4fAmOJFL34RHj3zKL7z8KP4n97wRhw6chif+YvP4OFHvo1Lly5j2qnDro+fewJ/8d8+h33LB/D93/cStFB7OF3TYTpRbsJ9h1bR9R3UGR8WHmAV9i7XD+s9KzcJNDNLzhDvQbsqFDKyAY2d/TlS44Kb1a01K/55LK5UXlw25mGq3GzusLCNWQMKhmBHC58hIRHzSAoEzjh8pfT5hY7Mg0djiZFLiy+DaBCGhMm8+apQge5IM2YtSYJ+J7Rm+CVUSHGjdPCGlc3ktgKNn5vsKX+Lj907Y7hTAqjvO3SktcyWMMU2aAIw95hSh4cf/TYeP3tWCSxSNwSwfr31hCZY3XMA/fo2mq7B0QNHcWjfYbzweS/CLbfehu+efRwrKyu44fARnD17Fg8++Jd4/NxZ7N61Cxvr65huq2CBTf3Ct13tCrYmU+zZsxdt2+LA6kHc+YMvw3NueQ4uPnURT547hxtvPIVzT57FngO7sbmxgce++RhabrF7eQ+4I3Tm/jfbb8aTF87j4UcewUte/INKNDOhA6OZtJhuT9UddU2Dru/ceSs74o2yGs3dcanHbtzWyDBCCjRthn6Xj3ne5bkVKyG52UHCRVQWQvPsIZXqXQ0GrinRbaQEny4RtV2nQJZCsOeFHS18DKSFRorZhfWA1EMY4y5brCAapnkob5GRbeOFDiO/eTWuffdsxNhwX0StnrpiXI2xbEL/DgMEiYfVHWftBJ1+WR2zYrJNoy4HnbK+OqcnUEtoCFjfuIK1CxdweesyGIxtZjSAtbq4A/qO0W8TWizhicefwpEbLuL7bnsxVg8cweG9R9XZpMkEB/ccxE3HbkQ33cbSpMXa2lPY2NrA8q4JvvD5v8aJEydw8NBRXLy4jkOHDoHaFgcOHMTe3fswmUxw8tCN2DixjrYBDh88jK/+3d/i7KPfxe7JLuye7EbTEXi7R89Aw426KZsZW6xeRnfu/OOY8hSkgzYIhH6qbpjo9MHUllr7bC3jMW5R/VffRaCtncY+NmMVpQ9PS1eVcNxVum9K+xxhM+HLVkuWShJFZYDALNFtJXypvPzeVL5t/zdgniVRyHmQrVeiJ2x/CHa08CGKQ61rBMdihIvPZP1iLs93kZXKA0i5meagc0y+XyYw481LwCxzQFAOnpaabmq8UGTLMYyF1DpNNyX3ALQMLPVaAETnuVShvgkXUw+mbTAYPfRNAT3UmVaQfoWBCtvGtqq7jw5geaIOWW6DgRaYsn71NxNoMgGaCfYdOIgTp27GV776VTzn1hfi4IGjwBTYN9mLBoR+e4oWy1jZu4K+n6LnHjccPorvnHkEX/7Kl7B+eQOPPvIYbrnpefi+571Y3UbcTDCdqpesNdMW3ZSxZ2kvGFPsXlnBC269DQ/+1X/HscPHsLrvENC1WG5X0NIEm90GmBg9q72lvuvQTBpQy/o9SepW7QkR2qYF9VMAhOXJEja21tE2E/sMvEtZPFemeDgJ41amhPZSDe+aSesmpxdZAWfbNOYgiU104fszSgs5ZI4Gt/+SNOxmsLJq64y1pnzBJPDpfsRlhq2eGndkDna08JFAEfPLWQby+3wWDRW0fEdDMMn9UgFN9ZZPma4610AWv1Jf465RWYSUxn00DQYfmTdZAjB7OZYcIxSBnpR7TX1IMxs1/kxO9Cse6V9jA6jXCyy1S+j7Tgs9VpYPCOjVAU9AHYbspuqSzePHTmD3yh5sbm2j6xU91APLK7tw+qbT2NjcRNNMsOfAPjzn+bdi3/59AFhZFNMpWIeCg5SdQE2rrqfZ3MbK0i5cXLuEM499F8993vMxaZbRT/UrIlooa40mYO4xWZ6A9a0JGxsbOHjwIG699Xnqep9JAzTADUdvwKE9q/ju2iYmrAQId4zlZgWnbzqNyWSCbqr63TYtwIzt7c6es+q6qbVm7D4aJw4uEJDWozPrRHwfe25m6HxbhJfcfPHzYekOjCOXJgJaVJspvCSLjLayZj3gWao/z1mkMdbVLJZPM1zEh09/+tP4iZ/4CZw6dQpEhN///d/38t/+9rdbi8R8XvGKV3hlNjc38e53vxtHjx7F3r178cY3vhGPPPLIWFJA5D7yd1zO0SJ/h3m5cn5aus3wk8qL6cml+xZd+D0ux16ecWUYrYwMQ0jS45viKlTWCZ4cPbkxS4177lmU6nifBupDhJZgP8ImUr+VfEDfqm0I9SGgIbWPQPrsDZO6V4zNd8KEWqiXiLbKNaVDshkMbvQ5mabHNrbRTxjbvI3nP/95+OGXvhzPOXYzjuw5iBP7b8DNR27CK37gh/CiF74IT114Cl/88udx8cpTWNnb4u//4Sv4x299HVPeBlooM60FeurBOuqtZ4DR4MDBQ/gf/odX4Iajx/DC216II0duAFGLtpmAoMYB3IGaHj1tg5sptvtNnHvqcfzdN/4OzYTQU4ev/sNX8M1H/hHPe/6tuOsVP4znHD+NI/sO4+CuVdx0+Ga85LYfwA/efieIJ2j0m1kZPUCMplXh0ayCvVUghpPwdlxJH9qlxsytuvlR9ewHFMSasmPmnPodrBNZhWD7L+clkRsb0q+WGFo7Q3SEebnfZrUbgjmRZiw+ma5DRIDgI3mDxz8yZccIHAmjLZ/Lly/jJS95Cf7lv/yX+Kmf+qlkmR//8R/HRz7yEft7eXnZy7/33nvxn//zf8YnPvEJHDlyBO95z3vwhje8AQ8++KDWtMbD2AeWqzNcrnz/q1922BedLh9rEeX++QJD5aVak1oMaU2Ng/T6ccrTM196LSTrV6Akq6PWVSS9eMPS+/bswz+765V4wfNehMuXr4CaBrt37cHRG45i9cAB/PU//iP+6//2X3Hs6A04fvwG/B9/+TkcO3QMN//ULVhZUi5EIgJ6d+CSiEC9ejPq8vIKgMa+l8i4hiRNDBWV1zTq/revf+Pr+MLf/DUOrO7H6uoq/vTP/necOHECr7/79bjr5T+MW2+5FWtPXUTfM/bt3Y/Dh45gdXUV/ZTty/CcT2Z4LOUYlbRwS3Mir6bemP2RHFhHmWkvUTebZ9rzCgc2kq0LeJuNnKY3Z1nk8kIcRCSnhMsL1gUb0y4qJ3B7ZX0UuTBwR981Ej733HMP7rnnnmKZlZUVnDhxIpl34cIF/MZv/AY+9rGP4bWvfS0A4Ld/+7dx+vRpfPKTn8TrX//6UfTUMMp5maeC/GKahbnmBJpLTwgGsv/5Br6nqdRpmKqq2TCuoXE4PVe2dkN3Fvzzgy+Qx8EEy0t78JxbngdAneifLC2pF6dtdei2p7h0cQ3ddBtrF87jyScfx+reVXRdB1ome85Hdle9K6dBQw2Wl9U6OnDggCYvdvMSyL57p6EWW5tTnHvqSWxPp7h06QrOPP5dHDl8BMyMSbuEW07fgv5GVa+b9phMltB1KriCe3VjQYrTDDHNomYu9kfcHJWau/rXoIkYrArgcG6tUG1IMeQUWAok3Ukmnc6L8oMyft1U+xwxfK9srANmhbIcf4qrRVAScvOUhaVgmBemYLTbrQb+7M/+DMeOHcMLXvAC/Kt/9a9w9uxZm/fggw9ie3sbd999t007deoUbr/9dnz2s59N4tvc3MTa2pr3AWLLoM76MZ/YxC6VA8j+9k30eDGUzWphxloXBoJPJl3QJdPHuih0dwK8OXdeyiRPm+CRC0+XJWIxnrn6rl+K3fT+P+r14dH8pwwcfE+s9qxrIfWBPujZosUE/ZQBNNja3AZxg927dwNQAQgvuu378OIX347lyZK4S86McdrFujRZQtu2OHXqJPbt22dvXTC2DpFy0zHUVUEKn1rOLSZ4yff/AF76g3diV7sLE1pCSxOASVk4aNFQi7adgJiBrsOkadA2jXvra3Fem+cp5jB69Vtf4iOfn8p3jFedB1KfnuxbjLznbZ+p1MUI3vPuqQ9nSfYfUy/oTsqW8WuoMs/M6XiduzwmdmfUEn2M5nojcFTQkXuepX7m6vrl5FiOEVpXIeDgnnvuwU//9E/jlltuwUMPPYRf+qVfwo/92I/hwQcfxMrKCs6cOYPl5WUcOnTIq3f8+HGcOXMmifP+++/HBz7wgWyb9S63PkjzfsH3dxqIrYkqiyD5NecaS9FfyluMRTJcKPHVDxlKgAvdVE2oH1Z7FWlhvUgc5LTEdLNg8xrnAm0xjvoxC6FpWjAD02mvrv9vGmDC6PsO29sdGprg2NETuP32O3Ds+FF8/e+/hn379qFtJ06zN+8p0sJDvQuIsbXV4bOf/W9YX7+Cp566gBf/k+/HwYOHIq2UAeuqZmbs3bsfhw8exYu+78XYs2cP/u4rf489e/bo/RwVyTedqtd0t61Km0wUPV3XWddbyKDjYyKsH7Kjwz1lf1hD15CXHxtzERhtnMO1mKgbzmvfIsm5wlwPFI6A9sR8Krn9UhZLTfmkZTQwPmG2b7wNX7dTcnl6FlahnF3z42TP4oXPW9/6Vvv99ttvx8te9jLccsst+KM/+iO8+c1vztYrXX3xvve9D/fdd5/9vba2htOnT4+S0PobPC17oF6YV+figz/JAYBJvkes2EZtnp/Owd96YTl4SI8AENngN8NIBuSA1lLJp4pcKGu2ywPMJAuGCRbmkS0XjN3gosnkc9+B9CWhAMBdpy79JADo8bxbn4/V/Qdw4uRxTJZavPY1P46VpRVMJktB++66HUD1eTKZ4LvfPYvJpAVAOk89AQaUJm+iALkBo0fbTnDb81+AQwcP4fDBI2jbFj/++nswmSxheWmXxsNK2HTqtu9Ot9m27t44Zb0kxs1QbBSIYJh7wTyJ4n211H5EzfPNPVPJtFPrNFfPMfmYF0QMmGWBFPP2Skc4QqY9xOxj/CVhGguesC+p4XXpedpK9ObGNGdR5uCqh1qfPHkSt9xyC77+9a8DAE6cOIGtrS2cP3/es37Onj2Lu+66K4ljZWUFKysr2TbqBZCvJ9RYTLl0y0i9ZLYtkKyTQDmL9ZLPM62y6GcOh6nhNrl9+jJthAZFM4eVFQmAuPWa60iKCIoZ4aIfqJxKZnVTc9/rdwppvG3bgojQcY8DBw5i//4DIFK3JXzfC/4JuCdtCaqGGVBjqRWBtmkx7aZYmrS46fRpnDhxHJcvX0a7pF8fIV/TrpmPtZyaBkeOHMXRo0etNn/qxI1g7tVFql2vDpJ26tCsEnLq9RFqr0kzz/BZe2OVCtaoEPoY0p6H65U251P0zIrPLwy4B2bsO9uKnjwMl6HTKqylkmDJ5YXWjI8/7FOpXFoJKB9MrXl+9c/1quz5SHjiiSfw8MMP4+TJkwCAO++8E0tLS3jggQdsmcceewxf+tKXssInD8r/rtxpxmnTiw8HZcowJBCUxqk0enumzoh7+9sxlhSevM/Y0Jluf8jPrMgoCSfnDjM3Ocvzm7Uw5BcvlS36xSva8fs7WzjvwkDPARUwoJ5d06jbD5SMaLSXTx06bWgC7sz12+R9qDG3a2ucrYpZfskP/ABufe7z8MLvexH27N0rlAX3zGGfu2QMlkhHS8/6NeD6nTqW2fT6dQ86zcM/X9hzqW5N+Zo68z3C4TZchviAYfdk4fbwTJrcG5R7YoYn5dbq2HVV4gmpvvh5dWt5jDI+9pmMtnwuXbqEb3zjG/b3Qw89hC984Qs4fFi9avj9738/fuqnfgonT57EN7/5TfzCL/wCjh49ip/8yZ8EAKyuruId73gH3vOe9+DIkSM4fPgw3vve9+KOO+6w0W+1EOgGiY6XzfXwe6ocA+hJtCUEkaubilYTdpaoE9FOCPLENSQ2j91+hq0m3ociEVA4Lg6VZ6lRWoMdM3nGLJZyfm2LI53K2bYWJKRYKSKkn390RDF6EZl5fUBKEVIKgrKkCBsbGzh8+Ci2tjaxa9dSorwCMszQ/RAo8xsG8TvSho8QpF1NoqkBMFb5mL0Bp/hx8vHntPGShVCLo6Z8klbpfjR4vZIMcOpaGzODZIY/5j550hce0zIcxu1w2+j6xKsh4rbDeXCN3mT6V3/1V3j1q19tf5u9mJ/5mZ/Bhz/8Yfzt3/4tfuu3fgtPPfUUTp48iVe/+tX4nd/5Hezfv9/W+dCHPoTJZIK3vOUtWF9fx2te8xp89KMfnfmMD5CWxLm8oXTJ9K026NUz3+QeS8a/LOnw0gG5N+TlpfZd5F+Gje4iM4MlghQdEsXY8fDyPEx1kBGIYZlk4sCGbpxXT9Z84KwNNhdsWtD3MHi0aOZpw6XDfjnro+s6rKys6Cg24ZwI52Ke9+jizkUXC5vMHDMkJh5IaWx9BpYuk8qfS52IhzCgKRTGkpYhxpzBIdHNcEZH1XO0eo9Tp6deTWHmjxUEBq/4f8wNB3E/BQ1R67GQyqjSo4B4pouSnl5YW1vD6uoqfvlf/9+xa2WX9WSEgxCnxb5WSnFGx1ei8qW0urJiuGnEuZwF582SryZsn8wbhBF7RF6bmdl5TV1sC4Gy0JY+/b7v0bYttra2sLS0FER6ifnKyJgcYn4bgyFQmMzmdCqPAklVo26U2EgpYirxlurR+KvKGMGXYdQ1eGpZZS3uVOSizhhBE7KDOKaPJbqG67j2NzY38P7/5f24cOGCO5+WgR19t5s1HCmwMKSby2gL5HREFkJIWhnzupFK1pdI1UJHf5+hnaubF08oaenNgntoyc4iSPIOJZ1Rg5PTrpyrA/XPWgogx7ib2Mohx0xTwJxn7tbnL8t7pIaWbth4AiHyveTgr+f2TVSa5UaDmjKy7Fi9uxZ/rcURW2bs9ovD+mm/28JA9m1MPw1cE7fbMwnU5n+8cD2oZESzMMCxdTz//AhcV9c6kr9iM9wlZDF42TFzzOGujHUpHR4txa9X4dYEjlg3tU/c+f3DGsZ9EmOyTElbicT6yvvGWTyJWhkCXNO+SqGQpA0myRilS9j4gwq914Jc7U3G1NGCmGc4brXnbCRRdv8ofPYkn5vLy7niZhWE2byS71KmB+HWqTmQctw5VJyYlrE6F9I5i8AuwY4WPsCA4InS3GwbV2843c/3H6S3RxTKxrnaKRUItOJMceey9AtKLVjx0KR4gWGmUqON6UiBObeS5mne+sp2NSfIM6Vz62a83jEM8pmHWVlrJDX2Q8/ZzLeiLZihzYyJ21SWtBFJBmn9DMN4Pekj53wglgqCX258OzpT5fJCPJefHapQahp5ad0ngaUcCNQkiaUyCQunisFT8ABTfcmlSzS2aPlZhPTZOkH6WMG0o4VPToDUWgF1brJcWSBUm1yaVDtDLaXc3kxWTo2VMoS21G6FoHOQer/8OCFR1eRMluroKjPDcFMFrXlkW7ltn1Dt8rKtsOFsGZU/bGlIfKn6UoBFUzepeMQKjnFTq70qt76i6C+4K4CGBFbKArD0RuZbbEH5fv2gsbBtWSYlwERnUgx+jEvR60cmzxOG5rd2hda4PFPzgohGrbEdLnxiTS31Pa5H3t9Ung9OoPiGlNwDSSyYgAOMFjaRjKFkeq01tZi8+skvfs1QZ3ZwaK6htHmaIHVafRxUiMnK6C9dWtcRLSTr5IVaXN4xP2mhpU/wc1A2bznlBGvktst22ZSvMDQSZaRMCwWz5jYIx3No/GsOqlqifcRWZ3atijXPw1ZmDX0SdrTwka6AIcFjI4WSOGClvpdm0imRjvRApyLbRgmd0jZGhUCtbicqB6QFS77/s7YVl+Xgr2x7tB0AZ3kuzj/9TIWSoK1mRHHNTBt1bQFcWG/petlglUIfxuyrOEE022sMhuipEVihVSV1hmj7R/8XblnFll7cRorWXJ5vBYrGfP+gTQsto3kUxh0ufBTU748Y01L+loyPbBm3gMoPuEiDebCI56Lv0YZts0z/fOk5kNpkDLFgmF3IpHDLkSgzonwjYtyEIne1QbksxldaJGnlTW/A014TCprSvo2eTT4Tys7aVGNwnNGq9OmZH7DEPE6UBYxtSiiOwy4jd5NI2hqyWHWZtMBz+eMEQA5ybjK3D+hskegcYGqYER55ZvEjz798YR2ME+UEq1A0ni2Wj/IxprWPZBoB9j1/RdebLlzAO9RmNI1yOK6Ci6ymbDjJ5nd5layWHMfl4LteAGS+FSzVELzHPNCXWbqaYVSjbatFC0Xt88mPlLTiU4XMs5Hvm6EMnQXiJVMiAnqH19VNMVdTv8zUPYaewOMYpNi38FDGJkZuysfeqWELa4ju0lmnFK7shj7BKQmyD0FfTPAaBb/dPhWqJ6/z0OXWsUA2Yn7vaOFTgiwztcn1r0qoxT8uai5FU3nDbhZhFLvTpNAtWBqU/KohxYnDcoHFVOH397Nm5NKB4hDTU262iDdYezzwvK4J6I3ipPJbAaXN91nwWLKS7uO8ShHNKXs6VuaaNHLKIzK0iz0MH78omI9ISObXWDSDFkzgsioGBQgIz98MCeMQd9Llh9gymiVqzd2j6WMcgu8J4TMkROxvw4gpoRunFnCmnP87Q5PXniuY442+kKAg3QAP5OXq+trnkBFmF7oQilHZVMKsHNCjwWfv9RXlj1S9eZhrsGK9dq6N9PF2JCt97ppVFfFaRXhOKTpmryQJYfPB0CohkyiXaEs36NcP3Fd+o85d6FHp+yaRyjJNSTzWIk769Xx8Hp5cnYDUUAjmXJMpASTrGYVRlND/Jy74mVkw5WFHCx/pdssLIO1mcxnp77m0zKK0riFv8uTdVzHatCVAFNAblS0v8nT+UD+F26aBXQDlSLyytVRKrN+jK0FqYQ8vjEVF1AF1zH2RoNwtY/qQF7jWbeN8nFFrYdkibQWaQk29RI/EVxtJxZ5wSClYQxaDUC7CvjLg9ohyVkqmL00mPSkrB9xWzI7pZA22vLUUtyOee+ijg25DukL12AwpQWOW144WPmpmOBntaxFqQHO8t2aUskx/TvdcvlzdYkvmRT9j1uj8w5kZbNbgCPdhbX4NDO8RheWjlLlpyLd1bSycInDqJuTZIG0JmHaaZNkyaXmqhgSTR0+FVafKyHJeboImwwv8NmZxhQ0JYubkiBbrVVsTwdtjB4uLyRL1GelxtuVUhk+f4RucrzcGdrbw8QQLJ7hRKs0ftOqIMW+PZKDsCLyD+06BZyAMoPDpc2U5W8Yt3Fp+Sl69JkiHVgBYaI05bdoRlQ8K0O6Aq8jrnxGCZBYg78+4SkgziCQDbjSHyzBSjS2hjzXZdlQh6caRzDC+76xWmA2VS93QQOQbOA4dJawF4YAKNNxk21d7asllbl2L8QabZ0mZxwnMpLnY8RCuzEV433a+8MllVTB/t88SCgCkF3qlkCl77sKnFpj+SP10zJzlz6xrMde+62va45jWDG3daEykhRJ8R2EzPtBc7QoZabpfSyHyTBZYQ1qnYcKSGef2DQTWog6R3n8xuJ1gCl1bivGLuaLngmo+fodMtu2gbznI74dIfE5AKXyuL3ZOen0pQf0tAYsDf4yjNvTYSuERKn/pOhwvU2hvXKob/bh1srOFj4Z6a8K46Si58V+53VMQOHJFygWUEG7J+kHxEXsu9Qy7pkyqkHtVtCpkS0ea5GA7WaY1TEvN/sEQPJMFySyw6CjNMXs8vsvK1EeWyYXteQzdCxJIKWUMu/EtiqRc1qGWXxNZxkIQJo0aGtjAz/VxoE7qmdQ+g9AFKTBkaiWkSYDToyEqQsFzEmgbjHo39o4WPnUBB3GdMb/zuOKrdWqDDULJZ38O0iwnjlucNW7AfH6omabyZOU0nkXtCdXiuRoC5HtNKI09iZ5jhqVggLHCLMfAZfSVzklQSJr3sdYhjRByrlpvz8JpcYNKSxzKbHOQt8jK4zCUN7ZODQ6f9hCnfBYx36u11orBICOW0I4WPgDEhHVmcvjb/SkzrnEapG5D4A09EW5zT9OZN6WChHBxxtplqqxsM093IFzEJY3euNkKJn+YkS1KwMxa9mriq1mINVrtrFZFqr1aPClg5ojGUh8XSUfaaqpnfioTgInSTChESphZ3184hbM0RhFxnlswZN7SXRhbIDV5EqTgiD0J6fEZm+b6SVF+bq7W7rGNhZ0tfChmxsO/Z2B8nhbkvlHKWrGzB8hGsQ7Q4ifXa69jLBHr07Xt5RhO+DffZg1cDQG1yLo7HcYwirFKxFjBO0RPyY1VW67KlUZCSEkvn6xQsAhkO/l+cjI9LbiSFCirzlhaYB2WkxaKYVppHFPlQuE3VpCNUT5ysKOFjxzjWrdbjCOt1fkJFQSE9ciVCauXaKOKsyo+ntDeksLEt/4sWZl6Q7TVlLkWwmUR9Wdtq9YtuxjrOmAiMFZ0waKZFfcIi0yWn6XvkcUTFhxh8Xn1BU1ZYZEiTW7EE4P7cNxFPUFCjaWYdTGmyFCFLJ2exWQFpy/YrJMxQZ9Hu2UFhgZTmMV305D7TYQgPxHtWuhTCXa08DEwJHiSi8E+L5Y/YtdT4PYa16aZPORQJelPpydxh3Qm5F2UHuEf358huFZCpxoCgTu0NOaws2auOQ4Yo3ZzAX1GkJFg7w4lxKubBxGWrRQOyrhq7AuJAtMytPjGf+AygnieLOLpRL7gmg6NwavTrTdOtscMahxOicKxeqoSQrm8vHAyHhUhgFzjMFGEbhyhPSwsyvi0GQsqpku2nbKqwrK539KSGre+d7TwIfIDDjjIUyCnqnvRFACxlkNhIyGv4YXp0X6KRRdOvDwrTLfDgvZeaGlpdWdWy2RebT30m+fCe3P+9bGQdQ/Zvw2sdqciOtJ1hHI5BvpZKgE1FzFEwLO0xcaFE/dbjb17m2wZTXoNUFCGE2VMuZTgydOMzFqOy6U8C5bmQKhYvGYewvVNCjD2cMh+KHdYdn8kXv5Bm05ypPZZJCWx1ctajfBGJjB6fNrYYnQCKHTjyfKp9WtbiniNywv3wWphRwsfA75Wpf7zHhKZZy+1pHH4h9JDoRJ57vTDzC7khOAyiAztpi9+eWdZ5WgdYvDh5BuCoXJN0yTLjRFuQ1E/SqTk6CDBeOT/ZRgtE2bQ9qqJCWGGAIYhujgMnxc5kqX5rhqNO6xF7kawiK4R45OyFFI9HHL5RHiEIBraHynRQqS4fdRmlEZev5mNAinGUfMMf6jqzi2l6LV0SD6kAx6MAOqVyuSE0YAyWtpTk2vUuQifLcKHABjBU7AGbJq0QgaYdB2jjEMyU9XqmH+gZXl4He0xrvwkWsS+w9g6sSYH94wGykr9SQ1A1mFk8xcC5NwdI6uNzlEw3vSZ5VlWM7HQVRMyUV3ed9Wk21KMqB9koiEd8zDc2rZq2kzhGpOm8CKaAiHfkOJBSMUsfTmaU54F20qgLVhLSFtpofswBSkLKBY64xVYYMcLH4LPsGXHFUMf0r5rBssPAogXpp+Xw2deYuUzTaVJ5S2mEq21DKnW8pm3XQme4Im0M/LLAEjvZ3B+OCsFzzxuvQrsWTry7co5Elq7kT3hcuXmcxaCMTQKS6KeswgSpMj5OdCiLUfmLAxZOiIFSn+vYfpjNfISc5YwFN6dqzNGIOhcpJ9XeJuD3+7Q3tB4OvJjyZzbD/LxDQmgUtsl2NnCR4NzefXiNzC0dPLWQuBfyNaPE1gsODK+VpIMhx1aa4mNPCgaMG9K5JnvsR040Ib0CySFhGy3tAHuBAdZKyUWvila/ZZmsXDIUyijvFHpAy1lrLpCDQDa0osWbGEPLDqPZWoAdtKFde2ejykpnkGspwVthW2E9MRtSe3XK55gsq6aE6oppid/p3DURprJ/DGMO6xTIxDIrusY5Ea9XGoujbwyjobA7VkhhErC1QU0hM+a1U3ngJ0XPXqHG8JLILYx7Hx49lg+5Qdti9kBkZMjVY9EGRHxok3UpC7jpAiMGxAAKNhMJFkuos+nNXJBpQqmfkv6MoIjub8ygJeSbTUDE42glIEmSBsQrB6KdrQDiwxtOZKGFJIauipgvB4Ygz/fCoI+J68s89ELRXENeH5qrbBJIU8iqMV5qTk/LyHwyvUoC7uJ6dfRSiMhZuayHwYcX64TUPNGoJVwhXWG3INpvDIfcJZRWjDJcq5+XqAOuuvCB8lw0XNesniYbKaQe7CGpDHzfmcLn2CDq7Tv4SyaUvmEdkPmQZlKSDL20Kcb70FlGL/LjHqU06qjSV7Iy9UrjZWbtClc6YgxSavLbbO0CHQwjC85Ok2oYUuuWLodu9Dkgl1xY7CNcS3V4C7lRwzRkzuKUxC1ESLmBpKThEaS/0tYp6EiaEOAyavoHjmBewa4Qeosjc+EneUXEVJg/EWX00jraUi4hDCEZ7i+bAuIlWcnoMa63qJIu5xlpxVvf/8oofIZQTZiMexw4eMgz1it/eJ72yVjF8Ub4RYBOaHlW5U+mw3TSOCXwiVYPo7CgqZXkza00MYyW6IGOSGjCsQJnEyPEOcyEM9cPVrRoFHwN9fUfALGV1Pi1gXLrS6rCctS7rlLApw167pkmXiabqhMRXhSdr5mMDHmYKx1+K6QXP7lobH1IhUQy8Qg16dr17PmbK8FLpNC6dulh5S53P5kCtdYSFl0NXtQZcjNPkDuMdcKyqG9HWvpePhY/O1RCzta+BDFDFItXN+ctAxCT2r/dzD5fGQAVEBqipeV0kKLRuKvtU5q02rr1KWnw6QT3Kwaty/lM+0nmFoyr0KmMOWWo+JjZh4kCCykZNoayAvJLeLNuEpNGnNBfofl1UTzhWPimabnowr/bSqVG0ufwKsYnvmZf34qBFidN2JrPcVlDDTWzePmknqDcI8GjN65DfRfVoMRuZgS5gMAasiTiayl5dB8KFlYJn+e6L/6+n675skQyW6Ge0v5dgb3jSyMF8w7WviYCe+ZoUbwlJRs+XOAyZqAgVgBT7jEQuumwqIZyh8SMmNxlNMT+zjW0HAaJ8nyEqy5WKAP8biVxszk+0pBhQzKMQOkOHhizIbQjyhPme9D4IlHu0E8MA/CKLYc7qG5RFqHZV/r7VMMK/GFhaTMWfyKDqve5WkRTLNX7oioHUaLjk1EqUkTdTVPsBaMVOSJXEHzXQocr4Nsq8WSNLC+or4O7xul0k3ekHUy3JYkM3V+i225MLhhXqsvBTta+ABQC9I+JxNdFpYhUzT9208W4GtLofaYZZgzWC9j8obK5+u6FafKNHI9OVekxy1TbNaMX96KCYWFgXhBy3RK5iVbmdWtNqc77umC2vmQnGeJcjXnaqTAs8y4IEUsY0/gKFA8qDTHrrYcrdIaUv+TpVmuDwDotXUopZNPlvojGK/EE/bL04Jlh5wwk/RampP9HAc1Aiy956RoDYVSXEYuGzfeKbfcGL416rKo+++/Hz/0Qz+E/fv349ixY3jTm96Er33ta14ZZsb73/9+nDp1Crt378arXvUqfPnLX/bKbG5u4t3vfjeOHj2KvXv34o1vfCMeeeSRMaQocHMNRLrj9jdl3HKA06VZ13ODK387BStMMG3FafIhpGjI0xWXz+GIhiEoDzQgahOfRpQhvZmv+mDSiIy/3++bxS8Ej2VGJHBoAcaU/6DxB9mNpXue4TgPjUWY/2z5pOZeDYzGSfk64RpItYPcJ0NLLb3ZdjTRTPFcM2ukZmxSv5NpJD9ybOzguTnukKQaz5ct0DMLkHim8rcCwx+FNYlYgNU8uxyMEj6f+tSn8M53vhOf+9zn8MADD2A6neLuu+/G5cuXbZlf+ZVfwa/+6q/i13/91/GXf/mXOHHiBF73utfh4sWLtsy9996L3/u938MnPvEJfOYzn8GlS5fwhje8AV3XjSEHUoAYKE9eV8fV4+AzDDn8Q/lj01Pl8h/jumhifGJhKAHUAtQYxOq7TXMfQis+jfroCeoEjNscZ9NOU8cwa/qVg1mZ1TP5MwuUmOKsbWQZ+0iahtZELe75+kBgNPoT3v+YVtJQcAPm+lac341QrEgrfTZNCEsKP0FZJMZRlLeemRnmkqS9tE5jfmk+vf7UW27EczjzHn/8cRw7dgyf+tSn8KM/+qNgZpw6dQr33nsv/s2/+TcAlJVz/Phx/If/8B/wsz/7s7hw4QJuuOEGfOxjH8Nb3/pWAMB3vvMdnD59Gn/8x3+M17/+9YPtrq2tYXV1Fb/yvvuxe9cu15lBJl5+N7wc/FJ+fXvzp9Wlmxnol7UOBROurD0XagqpOlRwZXh4EiSE+w9jGdQ8+Ver7k6DWaKYxtSfhT3Mg7OmvTH1kwd59ewfHhOnkLJdBCzKEFLRXSm8VeMvXHnSBeZ+myS2a1litbiCPRwPX+ARlM3kxmQoTX7f2NzA+37l/4YLFy7gwIEDUT0J4+5oD+DChQsAgMOHDwMAHnroIZw5cwZ33323LbOysoJXvvKV+OxnPwsAePDBB7G9ve2VOXXqFG6//XZbJoTNzU2sra15nxCcVDa/jQKQt2rGamil33MDkbMcQu3HlgnTldWiXAuwUV4clGVm4XsnEdpNTl8h9+kB9OKvp6GJzzzaei59Fu12jGbsl012q/rj24kjPsTpD/IfQm8/sfWeB/vsi+OR7l9qjGtgzDPI5dXWz2voubaUJWQDF4xwRopLuLJmjfmLECCqY6FV/S3029czDS0xLlcGwQNF8GC9bgKIOaTjJVRMm5UPzBxwwMy477778CM/8iO4/fbbAQBnzpwBABw/ftwre/z4cXzrW9+yZZaXl3Ho0KGojKkfwv33348PfOADKSoS3/tgMOZbMPMKmaxgo+CLnVxBeww4FxkgXh+l/heLxxaHtmxIJBh9zywgLy+2Yoo0ZfpXyk+dAK+pP2u7eRAKitmQ1r/GEzEjCTPgI4jN3SCPib2e5BCXhJBjoez+Jzc5rBWdGfdSFFeujCxXEwWWShsDflvkzQRjwYgl4QssNq+MABDMZaJG44zpDGkd6m+4we8HAQh8HtsYvmvNpoN9wSHxOeYhkcN2PDoDJcsOC9AQZhY+73rXu/DFL34Rn/nMZ6K81OAPMYtSmfe9732477777O+1tTWcPn1aC/L8pK0RKCW6hqydMa4jIv9Q6zAupb4Yl5nrZasnhX/6IdROJBoCOwEWNpGgs6Y/Nem5MouyIvP1ykzWVVu09KiF8e2W1kfKdWrqGHHFBSvJKMoek4Rjz/ZcFOdHtvQMc+eEhm57KJ0vyik1tW150XPy7kVm+3I51t89PAqBXoLyTaJWHQTAYHbuuFp+GIdTE8xB0SEBFqbV4Q/Gwzxn06WgXDzNyKVVhvhLmEn4vPvd78Yf/uEf4tOf/jRuuukmm37ixAkAyro5efKkTT979qy1hk6cOIGtrS2cP3/es37Onj2Lu+66K9neysoKVlZWBukaYqJjmeSYesVygeAp19NCx7NoPDUHoc6eQStw1wmUsYJnjNWTKr+YfZ1Y5yeMUsBKskq3NQJXFeSFZpa5F7Dlark6/ShxFzJzK4iogIkLtGumVnvGJcwfY+XMUsdX4TU9JkUz7JBWaRnWnrMJrcchd6gUkHEdKcDKgljiTEFUL3ySdnjicZoHRu35MDPe9a534Xd/93fxp3/6p7j11lu9/FtvvRUnTpzAAw88YNO2trbwqU99ygqWO++8E0tLS16Zxx57DF/60peywmcIUn7eVJmhtDEM1vevUvBbfLxIl2IvoCLVXLSaE1gNXCSa38+S37uUXjNmss5QWik/h6NUd+gDvXGs9lD8zyzCInxs3iPjxX7ybdmYwuhD4Ownt7ekPAP1+2I1cym7L0WmvfyAqbDdsNVe5+WfW0wvoxxZ1ce4xECz0U4G5uXQPE/VcZYmQe3HNna3TglgQs9KiJv9pF7bmLl1k16nRuAsXrlLtqfHbmgOjYFRls873/lOfPzjH8cf/MEfYP/+/XaPZnV1Fbt37wYR4d5778UHP/hB3HbbbbjtttvwwQ9+EHv27MHb3vY2W/Yd73gH3vOe9+DIkSM4fPgw3vve9+KOO+7Aa1/72lHEzzI5Ur9r68k0owgQUZVPPE6X7zyROqqtAWUB1dNWgkVYNaW+jdJOAUjGITUg9sqZ/QfH+NxY5d0LcXumxQyN5P1JZy4UOPOdEmkmfbFa55DVkaKjNNTM7jkyuT0SWdftZxhXkgroZ/FkZBvy5L1cJ8xuLEK3u6zjP7tg/AjOWpNtRl/qwFsDZARNwvLR40C63/5qEPXZS8m05fcpaZyYAS09YxIzLyahcq6Mh1HC58Mf/jAA4FWvepWX/pGPfARvf/vbAQA///M/j/X1dfzcz/0czp8/j5e//OX4kz/5E+zfv9+W/9CHPoTJZIK3vOUtWF9fx2te8xp89KMfRdtW3IJcgEVbN6KA/RpOVqR+B5k+eiNUwlsAwoXiazg5OuWkX4QQmTV9qB1HY2BuUzh8LLP0X+mfNvgybabotPpo6UHlLkQc3q8cBR5TrscbKikOXZkZZKrpyrAatw99nlflXHye1NDzMhCypBm++W0uuybBgHtOP2vZti+IQjp8Icf6+pPQNvES2QVsENyej62RcF+V3ISldOni8vH440VGiBD82SvWureHA1cOxOpKO4ciSxOL/kX2G6XG1+c30Q0HY+b0POd8ni4w53z+H7+ozvnMKmC8tGCV2p8zMl7/sKd5QI345XJ8XLEAnleADDHPWYW2Ai6WoWBRpS5pHW3FQS8KK7g8VhHrBjah1M5il4FUH1j8ndV+mee8TW58mf0oOfYoLSH2fwSsWeNWeb4lw16ZSO1gdipAZg8pxfhS+WPPEtWcw1kEznI7DPcaCpFJOp/FiNnxYbsWEIyJF1SgpIzL0xOxNw2xmQnseXJcBd2WJSnd1sbGBv7t//xLVed8dvTdbmPcblID8P2YmfqVzDfHpI0vVtEYCx2DPxB3g/jH0FIDZSEqmVd+4ZlqTaIMc29vRx7l/kw0R+QmvdSY48JpgZh+O9L8MDTqaVabhkVSWKV0BBFu4bcUBA41K1Dl6+ZSTTuBkXcBWavYs25U+R7xfM1ZJWHf09Fufr1U2VyZFM5S3aF2iKS6EigCIpLMuhxJuO2ook/Q914mBJAuDPsWUzJizZFgrVD/v6itMTxoRwsfCVGnhbbL5GfYd1uNFCiDbcYFYtM3qqPZ6Cjrw9cgZxNQuYkqKS4IHFfR+10eu8Aq4cxFsMU2pf8/dtEE1NlfOfoMXWMomBeyNqQWqpwo614TkWeAybYKVo/JH2tVJd2pIW1JiydsL680yDRVR+wpZUqm20inXa19jHjvR8BAO6FdaH7Z/R0779UsscoXxf1KWl0CeUa8erySDB4rs4zgS1lGShT21Wvpe0H46AfiLdjAokmuvxncU+lyqYBBwVCtb7VJNBkLj2FBot59knMl1QkdTuAIl3R4kM5NaoJ614sUU5Ro2z4VsRhj6sQi8isXIWuwJqoOP9eyoPVUwBlRDJYNFn3KCE32IsUI/GrIsTWLoqDRD0E4L2xrAoVnoUoOSEMWiRNSRuFI7UGkaE6ll8oOWTujQsFd9/ypE1qakUDUHpO4Jf2/4yvhPliKtjRdPoL0s3eUWzy2T6LPUsHwSa2CnS18UpzGpCcXXH3Ibz6PxN/wPI58CL6A8l1XaWETWgmAP7ldZI+cIKzxy3phP+J0v2vphdUkCpOd/5wY/njlWJfnglyFxecVk+voQpmpRpp7gPNaQGkoaGanYYqZq5D03syhSBCWe00c7w55m8/5mjC7TEZAScEk50n6QKQJWojnnbIMfW5o+L38bWj18abblWXGCCH5rMgI2JxyEnlsRCGrszlFbxC8QgkhkqFZpnsHcJF6DmWBXQs7X/jInxRnOhdNovqg4ElINzHJk/Mpabn4S9XdBzXkdmA3eW2LKbo9uy9HRlQ3Hhr3o0mUl+2UGWW+zdTvXFpam2VNX/xcolfLV7Rh80pGTa2AHCOpRkq1/AU6eURDl+7YPbpAEXEulgyQ2+ch8Yz6ERYUyS9SUNjvsVImIyb9dsxKFXYeOdpcd3zLqYapxm3HgilV1hewA5aBWN52Iz+z7uKfKQVCH+OA3J3LC9Uaq3EIZhFGO1r4qM38kLGlz83WMBBVpoGcDUbrMOBpepCLaIjByskrJ7eHBeEkAYCmqevTGOvCs2zgLyznJSMv35Yzvh5rBZHPTAo0qN6L/lsk8cRtEopD3rpx+bklkLNuTPK1s3Jm0RjVgKfcJDm6rQaeKBDuu/jzMuU18DHbdsnUEDZMwaWTXBdiyYn9btE+awFD5pdPTcBU5Zr03IHkqAzdXa5+me5a68FQb6wIN+/FM2EtICIl2nd1KY1XSk0xNswAN0Geadu03CPeTYzpTfVPuveG9s1S/LgEO1r4xFDHfPPuNHciRGp3gP/YvPozufHSi7NkpeVxVf7O0ie1yVCzdIIxpI08l0kdnSbM2l+rmT0fWz9KCUm3a1Eu+jzCkYxfc4qx7sEiwllQMfTAhYyuVIUy3WWrZSdneKR0AL7VwJnn6KqzrZNnVrqInyeZrrBcSB9csRZSQohIPCl3GUEJIK+LEgdL2k33XcBDrg/pfZPe5sm6MlKTwW720zgLLKmFiQ0jtnkMK919JuY6WbJQPTdcWgjPCt8DwkcwxAEG4U0cXdW5b8R9aZEfNs0eaxnSsJup7sbnoTKkPywmVmNz4jYdjhL1HLWRo6VEZ+p8Tz0YpktWNfZlIUm9e5C5j6dDtT/mAN1MwKalzMIe2TwxI75Q1viBYkE2RJzXPBsrJCbNsarwZoIEM/WwBEw20OKT1qmYAzXuMifXpPWtRYVoDxDPgdkXSiLNF8ohTQoLIS28oqIFwRn2y5ERNJ4bIGECm2cjn1QJfI+Io+3ZvecjQA5Gyk1l3Wf+0zb6iWMsgYAao/HW7mXkgwxmE2jqdihpochJZW7GNekI8gKcg3wvZsGDQh+I20mVC12SHs0mMdZc3erXgjKluEukHP/2hVmQD7i9jXnlT4Hnm6eWvaV6qH2WDNMk5m5uyEO2Caks6y9Oa4+LyZVkLRZDnp5qDSssg6603Byz3RUHWjloE75BFT+AwAVtLCyQCh0OhJKHIRJC5n2p5KwZ4mRdZc1J5TctdGoZfZVg8gwgM/kbO2bRw5f7Zok+zAPfM8LHQG6S6scI52C2qgiczTAb7lTeWKFT265kko2XKq7tkHVDXPKbFAigRJl0fgxp94OhsSQLXD1jXYR5JapcVi53jKyIXFSC6cwrcxzkl216BMaB3BcpCav8/PMlc5LpkWKc1iKB+u3WWBElQvYnZ60UQkZslpivdGX5bfgS0ehVLJe9Ic/juXoyGUUWLozB91qF9KZckalyYj0wYO/ByfRNlVugu8vO6fC1EopK/+SppjOFwHwNLctn057PEEN3AQMkZpyc8nWWx1jhUourqoz5CNUxvFDR9sdbVep7GBnmb+q6Mchq/6FgCso0UamwH1m2ZChSeEbw3ZSVRuEzTeJLaHe2Piyr8fCoBuuJK0Fxk4a99r0sQ0vWxeMkcNJSqCKfbf00ubFm7SkHGVeeOtRtmKdqpzECRaxJJURiJYiRt3xyVlEqZNrNXZ+Rh9U9sux0ociG9OglOR7l+xYlfS4M2z9wHUbl5VxxJWsnVS9s368TKOaqoiaPvYGycsfK6vFCcUcLn5pNdyd40q64MfhT6bXCqqaemrdmqhvKpWssvVik5hinu3pmpjQUFHf+nkxfxPcE744CKbxKeoN1Rt5d0tBLKHNMPNVNNitJMEnTxtWDYeXFAxG+G+umuoj+z5VjPy8qPJQYmSxZesuuMcXQnBtMKErShUd+FRcEF7vlhiC1YR9aSHlrIn3LdsNhKZ9eKS6HJrylx5TTc9Ct1PK5rlpLaFEWU976HP9sDOxo4SPB28AkuVTSgidVN5c2775PDQ5jIcj70dz+zRCOxD6M/c/9jYSWnPgJesKtovK+TShk0nQPH5Ukh4QZ4N4S6PUJcX8chn6UwPPxBk4GS0ul8VABaS96OskR4luP8ejL02dqASiWr2/ECK2WQmPE+poV+xhM2R7ykhun8VYqcTkXHnzm6AQsif7q9U2xdu/1qyLoIBchZ/J874EviMKIP9sJIdik7dDAufVqdt8cSt8dp+S0VikK8yTsSw3EFpIS+zWRhOEZxDGrZEcLH/OQpSbIZAZFsfK8lp7+nUtLQU25VBGi+IAfFcrn2kru8WQEyRAug8fxYMnsHAM2bRC6RDsSV6DGVrSvmmCvvFAp3G+PjjTM6yULx2GRIM6/m0b0zzLRRdlkCpDvNhGsKFHB5DB6j9FpwdI7QebElQip9trJH2nN9NYnRzA2pwxwUIHTSgAr6rLHcDNWUKmspZXcqwyc5RZOC3+/x7Bv2w39Lbx419iycm/L5nFoCZrS7FlF0q0tBaMP8X6UqRdG4YW3G9SBWIgjFt6OFj6GW7L8bRKELzlbfUGCJ2/tqL/2TmvvGcW6ay09nusiaGuovq/VQdBkdE2TYWtE+Cn1psioRmnkHf5YPciVdIvMvFQuW7PiESbda0FSLCR8GPUa4Cpwve3hv4witl0SNYMCSnkOtJuoKfWlha+xq6VlmBrrZWXmiLskR1rnrj1fADrXmutLutc+25OGhWX+iVomPbSq2VLr41LbF66lVJAAe8oXYqmTEGCySKgQhmkSai5M9YSieBmfq2nakUI2ZanpkeJO4PXxzBIhOQvscOEjdHVq4G9W5oXDYoIKpJmadwMMvb+m3KZePl6a+p7bnI9YlBUwZH83gmQKmIUUbBIJWdrEu1YDQWa0Mn/hBf3R7bYUpmWeSUiDIzIL48/jSMErGx7GM/bMqqoU4o3baYP00sZxwCYhBbVLCRm+EDOC0dpvcmkZlcSzSGNLwhzgVFlSDJXEjaOd7f/kP2cOX/CmhWFknYdzXwtKXc5ZGLIIR3M+FE4e2SQFY/wszHjEaap8Sjh4AtcTjkLACprYBKYoX5wvvDPWU9kqcmHisk81+0Xz7CntbOFjmZbP8krWy+wCxmtUF/TVGTlhzOZkvaAJQbo3ZJ24ZINoGfjteMzInaj2y3JywTmhY9LjV3un6ZTL010sIm4FCxAkJi+H7Y+FcBxCID2g4xaOZHMzUTbkXjMLWWjZxTkNJwykdQIyl4eqHL9Oei+jNBrGFgsZjhQC5ty+pK0hYynFfbCM1GubjfyytPoywJTXvTDzJ7JgHAP2LA8OVwNby8qlQchlt0YMnQi+KcGRENKJfRKv75I/MDs6xTNxfVEtueXIQSRh7TxOCSAj4IxVFSsXi4adLXwSE3oMg/fyvA1dFgwibS+Ttrqi9sxnwC2XjXYLJnhd4EM8MfyiYlmJKAKyaXIcOVnfW3CsBQklhB4BYNKLqAehgXfIjuLzSFlLJZc8aPmkNfSwrnz5mWN0qfYKbY2UPop/lBdyiDK6UiVLi2/7M3O0z2BxmheGBUqSYX7pl18I1d+WCUIX2GferhHWbjnN3AreB7fnIjEHFoPop12vlGLAjumrg8INwt2hcHj9g7pSSIdMXqwVdnWN+Jf7YCkGHu1FwR8yz9bTYxI6xCj4Ee/ryH6WBUoceCDallZXwrKbBb4HhE8mZxRXcPcwOeCAKZfxug3GEcIv8UOmVQvOwJQvlZXfyGxOC+1ORndJnPL6muS5HhIpxMKPLaOwbDZA8ViFGmYDspp7+GyG9ltc8Vg5SOcUcGVLjl94o2SVx4jz+JxHJWHpDZAuteggwf4VIjrQ9ZF4uqIJIaTMSwGMULHuQr3Gahija9m3lpThoqMiBfnaTndCiQBw74SX5xJL9JHTQQxJD4FMIgj6nBVHZPpO9tmm8OaeuRKdsVLcywKmL4mpWSM0hqycXL7FPYLv7nDhk7YM8tYPw3fSp62aFI4S5AWPbsMyUJGH9HPKW0QOFwXfSdvMJcvIF2q6eqL7Sc1fsDj3qgUEKmPs19dsRdCuy7nVDTc+qQnPaMhg8hlOTviC8qKibHHE7kRJx9MFQ/Nw6LUJknTZC+kxVkLA/MdRnaQct8zd19yd9p2gSzBGo9YpoRHOLmGZCUsrd4eCszZYvQbaa04TyoyeyN5mk5pxXvc0kY0ixrfv7BC5EbQCJmENSiVABZPVCdooPfHLc3FqPsBwa9xZbfH0T80t7/BrBhblhtvRwicnbNKgJlOu6Jh9IsBpVGS+R3Uy35P5cikIJi3wmQgvX9cUSyApcH1B6++LQWtjlqJEfUOPYvwkcXgMJl7KIQtweGMdOgWmT74Ak8DeH0OBYWopKIqebOQAZRFa3WIA97WC3CZ5csSliyWDL2SgHnNONCVQF+V8YMQKcGe6zG83v1xxDqpJV13q/JKdG2pTQzBkOZfh1ZZ5LN3GDL3PYp6/FpJiHgzNBSsoDVYpmBL98uhB3moJlUlPcXANa+FUL2Dcd9Pr3o15RlDWwI4WPoD/UBzDNRxJWgnxEqyNekvlEdJhwrF1k2rP0RMKHllGaqepvSUHgfYDQF0GIqPPRNt2ePwDgymuQGC0gRALITdaaXefSAh854ZreYJnQK/wBPTQXlBx84YzbRUWqF6PcTRXGYYP2sYU5Na2T7O0DE1KxIJ0RsLslZJc/PTSRNHwWrJQIMRNFsYygcVR7qyg0j5GikyPHma1qW8EEPtj48JhBE7Sz9mkhroIwQm+BPPPgZrjvvA37jNHm3iOkiTPPUc6MlJRKByb3tywXkdySy8dlZcSOrJNn44wf4zHaEcLn5zgoSa1esbhk79TTNQtiuBm6CJ9jibf9eTq+neupelyYKwSWaYPtNSEsLAKV8istFBkv1wOhoW00xgbb6JDCxnBVGBMfvbGNnrTVtiHiIaC7llyySHPuFReItdXXCuhEASQZM6KpTC1yZbCDWvzjewzVONhXGE26ixkogJ64U51qpFR7X1VxmOcKU4p6hLBO8yq0jJUsG8ZyKg4eH0ZwGPR+YEuNlJP4HF9ClU7I6R84mWwhn+rNkel5ZaaVesid5uIdmvks9XYgrUQBSxIkzO3N2P7ZH6o9a5oj62ZuA32aJ/HBbejhY8PmumkeETKbTZCS/YEQrBoS5ZOLGhcWkgo6VmZE17x75SvPxfQqvMCIUo2LcRllkeO8Q8JHWTo6AFWm88EV0AyMl9GF9pJWp1D90yxXP3wLNBB68XXUq8GpCxjtz8ir7aRlRwDdcw5ZYtJK9MJfcPY/FBti9qpyTZRMmI9i5j1NTK+1aL65FeXZ8x8aurAKCYKDUeUe+eXRC2V5/aXzDRQ/Jfhh7D0Hg7n1ovHlGVnTS3hBnRpuoZn7fs2sNxbDaPdVAExu+V+a0JBC63SWIg4KlyzLL6LfiQETM4lOMLw2eHChxjxi8WCIgOCx2oLgmmav+67M8+zjN1aQHI5OavIMlyEk8poNeohR0LAY9Du5XA+RcICKvU1yDcLzwlJ01huzFS5iAUGD4C8OvCsnLRyEKc5zXx4NksrsjQXVJanjyZpiMboGkKoMRuNVCWKiK6Q4SV/5DVflx8KVRavEXDCL4cB6BODFDAqOV8D2SDTOfM8nItIz3OSdOXWpm8lhfPTiQBzZKBTsydk5ByJdq9/KaxWcBCK1geIhWKrb+EjCsbcPKOgd4IveK91EPWaSIFTfXAv1WYx9gJfOH/s+AORpWVKPtv2fIgCplGwFLJ7JlpDMZuRJcaTYlDWdRVspCue4d8uR+KLN7mEgIrbdt9cVF1s9RACoUDkTShPXElNB3E/fTSx8CJLs6wZLPDIfyitwHyLnusgoWv6OB204q45q/Xl1DCKvoCRvy7HWqXGVUP6zMiQpMtBsFBZj491lRkmZuZFoMU6ii2FiEtE6njUbgoI6tn1VuBJfCS+K8KSwxC+E0bcfBCWbTXrNOd+2C9uy3tnb8hvjsJ+BV11mBGsCRfSYBkx9ZDRFEwsnnUbBlaqUnYJy3qmTOEeOVHF7sloYWhMEksvqRDtmC+wh8PqJkafFk2b8VRHGIR725c4CSJl/VAIjRc6Bna08DEQCx0gZgpGa08ztKKgSuwteZNfaCHmmxEQYRRVGIUWR9wIwWbKak3K/A6v7JGbyulNfiNkXCNqD2ZACFiLivR1PpL2QFAGqEjQ6EVV2QUSDZpuS2rjHRrIU/oOGoTCQjJGMx71CyN3x5yi2YWNs322qo0wPsv1xL+zK8ZrmGFe4WGzO2zaFkLc754eLw5HgRQzRbyRrjbv0wQqJ5Rpj2DCd5OWkvjiwnsEiyc4F1Riyjm3ogikptCyEWSaISEhqCRe9m0ht7xCRUt9a0zf7GCEYdVSOexg/HV2hhmBIASecv/2lh45zDlrQXo93F16bhzNfqj6HqkBrt3QFSbWoB0TCPoKuGWnPEWATR85oWigGna88HFBAWF6oizisSnvqwwJJf2FzR1u+kGIBZLFBVfXoy+xr+PceZm74gA7eRxSqeOltPpYM/bHxy1WojDNCaD0Hlc8hqmX1wHiVl3dTqNpUahU/9uAVoa+IVgLZam0hUxHVRACKeaaFqu5ADaaI56g5OC77+40f3sWY+4pCtAcM3wiBATWs8yKhFxaorkv2tWpKNRzh9wT9J+a/1z92ePMFY+5sum7tCicTR5emSPJ5XAuSAHlqVKOBjEbvS7by3yS/C9x3sYWNXPVJywc1lBYkBhBxagZwmSFGSd5yNq05gkXgwMxyD2jgLVDrTkZuKHVl8L+jDcA9rnJsUDyl6IFkbCjcD6LtGfNnk+uw7Xhfilh4vYmLBuxC0QxKKffxXyMFRNPrDgvoIDC5Z+CdECBr66qKe13Q1z8acsF/TRTOuJmYd/IZcFoR+XxdZZcr/YOdIflZnpjb9SV2iKiuU9R30y6Y6beQiLDdA2uEKk8hBgvtLI1yMFfXUewCFm7LT5eRu7mYH/D3NPhXV2peWdaSAeSiPJSo7WyVT99zYRTV7kYcWbnlqCFxIa4FBfsOXl8oSvdU6Zts0a8lgM3T+ImNr8PgfCTun6r+yZHmoLfEUjBZJg4uXaMcpB+5QHceLNk/PnnYyLfoGk33hyT1pATYiwVMRMYIfI9MOPtSWVpMckuu/UulURDp5z55UCfNOxo4QP4ymgozt3Nzx4rTTM0MgvIpIiFL+LxZaRWOpghoC313TLzVG9kYIIDaxEIoRP3xU0AH4ebOanbCvz6InTbOJGFdheS7Id3KhzuolO1EHrbXuhWo+B7OBpmURlZ4pa1J5g0A2y8wn6/bQvFNSIZnHwWviDI1SPDlAT9oSUQTVJbOI6Q8rLFnpbnZvVwhv2QfZGtS308JsWUa1hmiVZZvHBZjLdZH+Y17YYpAu5ZAp0ngIjT1gnYUWnKpXqkmm+dnsTmqizdajAlzNy0TyGM4oqHImrTK2jnnhBAxPD3UESQhM/d4zaE0AjklsYjXGMGp63tqPTmklXE7A9vbvpPWfRTWrgE5QY2dIR0BcNSAzta+DSgBANNa0L2d6gRkvcnKOsein2HTGF0w+OcfpviuzbfKXz4lKgrSplYFaXZhIxS1gn6FEpBNoswnJCpThk65WrTuzCee4zRspvnaphVX1v4ZywQjkfYpBgjBK270pIzinkQMFIOxnTIKCb/qJ9u3zyflOQKmVewH5jID6EPlA4fb1jecFP53EWZIInD/AA/JVJ8xu7nh15W9zzdHXCGAZtAiXDIG/QuwIDjfF+8Rj1MlO+Q2jBn894po4zCn0dSMdMiKxgp9voYnqkK1Qn5t/deL6G/6DVh62VcZASznxL8tgjdWmp1IIJtxVpMjrqk2mQ9MWaGyHFws16uBmmNySfixnHcYetR78O6//778UM/9EPYv38/jh07hje96U342te+5pV5+9vfrnz84vOKV7zCK7O5uYl3v/vdOHr0KPbu3Ys3vvGNeOSRR8aQAkA8bNOWYVTiN7wygFnkRGowzeYxGYYp6gNK6DRwYdDq498boIQg2e8mOEDisd9l2DEUPWoWCFp0my2p6+iJevUBo9H9IMBEmkeyxeTLQXK0qPvSpBvMtEdibAxNdrwAQR/8NGa0wkdt7iv1yzurx/TNfMh+jHVi6HF5DZGntUa0ELzytp5XB2jRY1L4tEDwYTsH4rz40wRzv+bTkq5Pbr7FHxNkQWihTrWHfWv0syB29SgoY55Bikm4cZWM1J+XfnkK6pgDtNI7IBg9OTpb9GjFgegGzjJugvUo52/48ek2NPZQIt39luvc1XHrwLTfiH7YMQX0mKryDSXWNfy3l+bmqX+TBou5SnqOSz6SErQI+kLR+jHfXRvyI/kcon6YeabWda8UR2+8RFtinZm2xsAo4fOpT30K73znO/G5z30ODzzwAKbTKe6++25cvnzZK/fjP/7jeOyxx+znj//4j738e++9F7/3e7+HT3ziE/jMZz6DS5cu4Q1veAO6Ln41cwnkgy+WE3/lBDQ45Ol7b28CQtAYJs9ysUsBlxAoZiGainoRuHaE4IP/Cel3QgFWLphF6xikYEjewidNior9V2jMAjU0OeFADMHs/P40AFq7UAwj8bUgEnVbaKuEzKLurYAB9wD3aNgwzR6NZUps8ZCloRe0uLG2t3MXPsQdWu6Si3kI/HkWtr9YyAsp/fz1XFIC2RdQctydsGU7P+yzIYBICviQoZt5K+eunh/Mdi7Z+Rs8GzMXWy0o5VxyTFL9a9HHtGm6nVKYfmrhWgbcfJf80Lh37fwOcFrGS2SVDCmcGqEUSPdfEof+rfofR2W6uSz64M3VVD+dgtsEfYvnulh/RGj1J37nVxpSAVaxUI5plfO0Fka53f7Lf/kv3u+PfOQjOHbsGB588EH86I/+qE1fWVnBiRMnkjguXLiA3/iN38DHPvYxvPa1rwUA/PZv/zZOnz6NT37yk3j9619fTQ8z2wgPA+loNae1SbdbqAUpw9GZj2YdUga3pkK0ZRakw+bK+G2qRRoLz+h3kCYDa1x6rze+pStFijEOJj0H+04Cvy1HMMLGcy/YQyd6nKTmQ7GAVm33QC+jv4xLwjyT3MIIhAxYNBbqTY5KEr+MFRWXlb3yv8fOA/Y8bqqUeRCziLM0pDdtJX36OTbaXcOKwah6A3qkiH4zyotpM3b96IfKfh+9K25C5uONmRJSbtPf4QtHqyN4OFngUHOI0aPxXkhn6LD5alC8vrp54M3egGGT157qqh9pZvtHrl2F3nlZ3Ma/ZsLBYSCJz0Ytkhsbls8m0WYI3j4r/CeRDpn2RmBQdfKCP0S/LRLdHxNM1IusMathrj2fCxcuAAAOHz7spf/Zn/0Zjh07hoMHD+KVr3wl/v2///c4duwYAODBBx/E9vY27r77blv+1KlTuP322/HZz342KXw2Nzexublpf6+trQUlAkYvmJkTHG7I/ffR+KY4EH83TNYXNPFv2WZ86tj3pdcwXKvFmYkkKvjtq239kHLiTk0ek0qSRQjGkCRDaYAwzIHICeLwhXRm/DSfdIEe7AlLVSbqhMsn+UsyOX9M1C8Xi9WwW9RKGy4sgUgYhc/UPDvyikTMKFF/bjByXWo8AXtUj90czIRg6Gwpd7qDE9aKXznm72ZlPA/ZCA83IPAvqmRHln5wfrCEv52tSHY3VHvM0ixWFv0z/2kG23pzwD/v5Jhs79VnnUneYzR0u757eYYmQY/tr+iZQh1yd39snXyQ6X5gQtCI4xvm2cEuO68dtRyNgCGYs1wwghEdiJpAcKX6XAdSIJt54AI51FYAgr7WwMzCh5lx33334Ud+5Edw++232/R77rkHP/3TP41bbrkFDz30EH7pl34JP/ZjP4YHH3wQKysrOHPmDJaXl3Ho0CEP3/Hjx3HmzJlkW/fffz8+8IEPJPNCV4S3zwOZ7jMMo/GnBI+/NNVv0WLktgP7mlIDHdYZRIiR9z2YDJJhByLBE6SWXr0giQAT4RP00QgOw7CdEBTcVGeEk6ZhU99khovTacVWmHuzObT0YBvy+KrXH51kOSgShZ17SdLTeCTqsgmFvkUe4r04J7TT5XMKRGJh++ppMiMQeQU6/R9GIHnNWWbuRLXgEU4ZSzXIHGjO7lInhht7d1daK3rimKZAaLsZXtLpniiElS1nLMO3th1KV9JXF0j3Nzr/JeeHJ8DM9roZMUmVrQ118wNA6HWXyKLyR7+3QQAu+s8fzdQUlwoUi+kbyXzB76QQkGUZTiAp2tWA2FEl49UQ69sEQ9il7SwvIqlQmEYlf0wFjpdhZuHzrne9C1/84hfxmc98xkt/61vfar/ffvvteNnLXoZbbrkFf/RHf4Q3v/nNWXyh+0zC+973Ptx3333299raGk6fPm0FT+g+M+D81742nl4glKjrEFLAMNx2oNo8p6CeW6gU5RkamgCnv79h6sAr4zN0tmmG1tR7aZQrQNRhHcgANQnNbV7mbIrR6qyLMpTQVtgay4bg3i/gxtYyRXKC0KdL1fXOEbBb/jrX0t3rr40d/5gRu+ELb/d2Y+FBrBzGdZCG0lILn6PXpMdVcs9aJLBhrlIDhzdG3kFzMvzaJZqzLUaYOs3dGzT7zaNFTx6zN8MM7x03hA5M5q2zbCsr16CZDzpeVITlkxZyLqJfuqwFQzWS1OaEzj/yumIvOgWE9aaVOv2zh2SXsdKR0hWMYmTGxylMBoujynEBM8yOuVvxZgZTgxUGcPFtwbKFUwYNz9QdF+PqHq0Q5dzryE+lKDRWyojnTgwKXpwnhg8U4PfK6/HIvxcrhpmEz7vf/W784R/+IT796U/jpptuKpY9efIkbrnlFnz9618HAJw4cQJbW1s4f/68Z/2cPXsWd911VxLHysoKVlZW4gwROeJYkXEFue9C3sMJHlcjjIqLmokEj2Muecbk5/iCJ2RcXLEh6Pzcrg04y09oUW766gXB/iJrRN8V9Fa39Wl1/DFc7o1VFpzGCH14VE1EsvUa1i4R8kfFjoQx6fVicgf9zTN0zE/2UWKRKambBWRfQogFXQrqF5WPO1BvbZqUFjH0UpAbn3vBnejYlWOfYQtN8NtxRo8HInfVEEQbTfAEzMY5Q+5TOOWIjWgi0Q2C8hiZ0kJouR0ehccIV/WHtVvJzAXNqKOhNkIrcgI6kcuivNX05djJtWBSBYM2Qiixn2XEkbOk2DJqpwjAWRf6qp4esK52XzxonKZpQy/7s0m6ySSoMp3FY9LcWKjWe5JjAYDJF8ASP/ntNPEgZGFUtBsz413vehd+93d/F3/6p3+KW2+9dbDOE088gYcffhgnT54EANx5551YWlrCAw88YMs89thj+NKXvpQVPjmQUWgk2K2JTnFhjuQ9QVfPZ2M+PvlgehhdyTF8JeVzQoOARJ4IAbVCM7R4XFsOVJRYY8IlTb+EPDORKP5ZBkbD+gM/ek0K7fiiFynoSEQvqTMaDXpQA9hbxRsouhro75pm6tBYqyceJwIsfWSeG8Hh0W019pnGEYbuObEbA4INW/WjhNTeGHn1XJ/d2Kc+cj65tgZDr5Ggg0ygRil8WLfDMsIvNTfkvDGsrtf4XaSSaduGaZN7Tr6lKSIdbRSisGDgi2hV3unrJvqy1eH3LjxcRN4xo+l7bQWlx12GXpt25LpT+xoietTO/2AemPljN82dIhNGiEo9wYxfTt5H88fzxTuEZNaufi4NmTRdjM2Yku1fY85QiOfhz1Xz2OU8dnM8Sa+nbMfpGqEdSxVabuareA52D5EyOOphlOXzzne+Ex//+MfxB3/wB9i/f7/do1ldXcXu3btx6dIlvP/978dP/dRP4eTJk/jmN7+JX/iFX8DRo0fxkz/5k7bsO97xDrznPe/BkSNHcPjwYbz3ve/FHXfcYaPfakEyyRxzUyBdU84FldJUyDtUKfUJk69qNSKtRKFuUjNSU4OtwFAT3ek45DXpmInFZ4Sj2IkM3Vm2rtCQhqCBwecENtsF4K72jN1doWBXP1s75ixq+eNivprFaIsnSkaLRvYzh9srw5BCyxXV/TFMNgH5UN/ZFl2NDRVQ6qV5JotMMdopu9KkGR/gXE2O3fnInRXgLCjzm20y2RzVjp6b5MdFmmtmwudOgNCoTZiA+emfuie/Q2IUnGVl3X9s2nU0q9sTGi9ay1kiujQxmOVLJEJb2uwoGcwkxkjuqIp5wmZM3BpUFg95eOUejMOov5EddSVk7N5yA+OGBaBd0W6smdlaLhLCe9/SHh4Ii8kJahLj2nvlZ5v/BkYJnw9/+MMAgFe96lVe+kc+8hG8/e1vR9u2+Nu//Vv81m/9Fp566imcPHkSr371q/E7v/M72L9/vy3/oQ99CJPJBG95y1uwvr6O17zmNfjoRz+Kti1tB8egNBMz8MISCDQ5aK2CAbs1QbKcnj/SHWD3KkRbqopmlDTMepxmmbKC5OLUmpxJEfUinPYjaBPLxV94JKJrSAxI6FCQ7QlXJUNrlxSUC9mKUwJC0R3SjqAeUA4CcMLBfDXBFYFiYBmUeb+MpMZgMg85dmbkXU0+Q46hRpT40BSqxGKlVBJax5AsWygzQSCMnSepOFxbD8KtkyrOwV9dlntbwVxx06PRQs0xYZBhcgqHElm+gmcWK3FnFrnVpeKnmh7M8LJUSydicWLecEM2P8aj+shCgBv6+0xLZhBZ/JRC3dRqNQVmXqj527OY4VoQqcfa61d6qDFWVyAZi16Jh0b/b/vnhYJnh0zRQ8LBLtynNrpO4LJ1bPky7qgtnvUdqE8jrK2tYXV1Ff/Lf/h/Yu+u3QDcgouj3WIJ7YRMrJ1R5ulIjZ8EzjAW326iCwKcFWDSnCvQe210QGerK5gJKCO6jGCTepwnfET/3caQod3g9QWYNw7yb+AKYhCItK1iQ7KlAFTfncZNVnMTxGtBTi44IQMpwemB59/2GWv43HKrTz2PzFIg8xRSAms+7c8DdnsExUUZNskBZUmLQbA+pXRbdcHlUapakVb11demmQOcmit1QmVINWHThbVg5o06ydbD3aHA1rCwoddSFxE/1F5GPKY9OGgvVDOciDLyU9LeiNIMcRWNx5nZ6AERbpdmjmk7DwPrjtmovYjpB3s/tv8s6NQUenXZGyq/rzGd3ttpAwtUcg8VIclY39jAz/1f/y0uXLiAAwcOoAQ7+m632NrJRKwF3x1zlvkuz28jvj8ufzDUuNGcjmauCjFqh9T+jeCxabH8ccLOJoRWnaZSLEApHF2XWFQygjoYj7BtWQXCxak1MbAfBGBwNWBvzKRf3kZEwQmzlA3pTW0dKWXcDzZHRt15dd3zMMwjDPiI2zPRcfFt08M27mL0N6MRp0RPD7X3FuVYzdf8zNkEoQIkf/iMy4iIkLkAYl4JQZNaD/4rElRdw2LtjPGEVV7wEtTejRkJQ0ujx4X1uqEkkwYYvRJegk4TEQdI5s5aUTJoxFww1pjALdeyVIDI4JRlNU65Zl3uNB47q8RKgZj2hsi2nf/B0E/68QXWsTc+jhTz5GXQmi0vWQr7s85YZmM8cTta+PgvhkuHNDuZQkBq4wyBQp3QmiWkBJrZODWbhip01PnazQSQj53sUgOkx7kJpoWMckrvb5k8Ej91vYhT6ZqWrF5ggJiAmllrXN59XYCe7KHQcftgobB20Wfku9iIssxWtWzSexv9Q+wOP0YuFfs8dICAYW629/m2nPANnrnYbLcFJROhlE49G4SihWGJsow7npHs1WP9fGWguYh79HAYT75kikqDD553Qui5d9KYOZ0aBXZTP2jLRGEaelgrLKzdxdKeh3UzmTy3khruvf1PMLvjJ94q0YzYzB8hqAiwYVoNm7NLog+aOtZKpaeesGunkUnwfzh11IET0uQVdKRJT4PpXmmumf44vqTFqRser33l3vMxxPPMUCeVEusCzNBQAzta+Hh7D4kr/y1DEVqMtHD8m50dTh/kAjK/nT5ionJ83Locgoml05XA8XGG2rrfD2fVUYDHW/RaKJiQZjuRLBOWpkzAuH1MMNqwihrydLrgm+4Lh+eW3N6Mb4T5LLDx+u617tIl2fCFGcn72rxyirlJlwSJsagC9qMHJQPxgkcS9CeQ1bcb0OBDDzcsIkDebkg7oWB+EdjTfM1dAIpnN5C8W81N9Usyptgz4M8VdzJfILJkyToks0Vx6TJW+FQ98uYrgb2zjUwsdl107y3SYLZZn5JU67VNEbjRQ8+lO8WkT8UZd7uWFNIbQJYWIybNM3KHGhRuN2beLpZVBlRd9e4ejVNb/pJGiwt+PbMXaII/WOTLe9tMoIdZc4bWVLh2qKiE3G0M7GjhYxi1JxwI2hJRIYKNyDTalSiKeOjM4ogZihNkelLAXZZoWvDPvug0lghgLy70cbvJIy0mT9g4KSMQaMtEMF7fuSciYfTZCIFFMHTpAmT7Jk5/jFy/HXeBPoei88X4uH0pqXuZNGmFxGPdwDEEW8L2MX9FjmrX9cR8kwI6Ba0oEyowoqu2X25cfI21CvR1KOHSLtXvwQikOJxbxXIwlSWeR6j8yM1yMKHR5zpsOcPwYd4W65goE3nPTE5Hw4QNtNAuVvbVKvnCOQDeyX/AylA45YrDaWW/2HluG3C8QDLd3lrEZixFe7onnT6jFr7sjohAfW+Zvh1X3dfeChmB0JSBD6otJSp7Taiy3KBfGK+FV6AMmOeo+mNeZ6KDCsyaCIRl2K7cI7OjEChr6mYWd1tF6KmOXXeGptlghwsfwRBkmr7gswmYnrexTX4dvc6Cct4yicqbVy344Bir1DZSeyAWp2YevgAI6GQ18WxfxeyImKWgReJTVpGbLiSu5WnI72Nr67gF6rchnCNkNKbQPSMYGvn4Qlx+6ybPf3m0FZRyn0FKhwD8vueBUuOeodFPT6go5I9TfODbRUxFjqpCX+Tmdowv0Pg9UpxtZhhGGF2oIqa09cLy+QZMKBD4vaDVGSnOulAKhNPDzTzqvT4y/NnFsPuagtMprd805MoSoN4jpdtn22NTIlZU3GVBjgnYec49piRWq3b3NeihXjAgjwWo9sUJwOQTckqAG9sJ924cmNGiQ0+N7UMU9k8s0kwkaw9xl4MeKCWQ1HVK5NZesAal4mlGgwG06CwHMy3ZOmQOP4erkpM4h2BHCx8bcCA26Mx384plW5bkoLHSuETkk3rgRvC4IWzQ68gu32RIDTKRo4mExpc9yCUWZmv6AtgFJuuFNzP7eWEbsiVRx/5la6bL8zXO+tJjoxdX69U2rj1zexRZnA1YRFGpsu51Co4gt7fCVrCa/R9JrblqJwXFSc65sUrjcjgz+Rk6nOKQI8h3jTgKStoie38s8igaRM9kZq1EGPYp3bGSjYhYKhEQIG8ScMPmM29z95lHNTMmeiNf7kkY3IqCXl+/4kPLnWuV4ejUDLYne5GP7b8RsWxc3vI+IXElTCjgvFGTvNjOPU2T6PmEza6XHgFSryJpMFUWChmaYNcHa2HSkwtxlsxY7rqYIKSGe2vxKFo69NR6yo5RGAiwvM5ZbgygE60B7rUtmg5yLlFLjxDmMnTap1XbjTbfzarUpDYqRHyDfB52tvAxFo6+N8kyz3CdApaRSm3dk+/k65aktR2IVCnt45O+himHNKYEj0v3Hphe5CQ2If3FU6tXDEwAdvtOErXZL7KzSUw5g9eMi3Xl6Rz/6ptA6GuSLPVa0DWaFksTmZrOqsrv0eT76Gl0kZBOoXLzYNSVH0Uh4sqEtNWcZgvPvjCTPlDoWIScv9bVrM+sOOEjnpK5bt/OU3KPGk4X81UAx4x8l5sTMBaPru8zT7aUEmDvc1NMTAmahhnmDb0MoLVWgdn8V1S03KEj7RbSgoo1kYKFAzB7GUbAKVoidxvL2EuIkGQX/q8sDNMTfa6HKfXiVO2m1NYIuXGQotwIelentyOr1kPnRtpaj2zdwk4FMHtjJNqQSp8T8NZFSO45WJtJ3v9mMLN75gYfqIFxoSq91J146kkoHyMW0I4WPvYlWVaQkI1IsestuBRRMh8SHNH4YtUrsMRLzxBqT2Yh+vFe7kJMI5SEzxpuEYdz1mOwrF9kFXBIL7xYgzP/Qy1EMH7AryfyzMumDDbDDKxi4/mL2H48xi76Z+hMgTcOZNoPdiPsM5RtOPr8v4DcSxArPaBDCHbznDMvlCsJkbLMr9f0asBqzP5uMoBevzrC3F/kQo4pmguaTWmLUu0vkGCO/pPz9wLsBEAq0o+9mvAYMzi+/Me8AbQns3T8vRyizmJQv0mHQcuoM1YvAmRtGTWuVTluahUbIp1lo1VUG4ijKstXwbv5ZVk5K5obl+Jw6mdiFS/dhguHd/spzqKQzNwbUqcUsOMTZt/LZlsQlioUn+mN0moEIwQe0a56zb3iHE5ZFAIXLmRad9FOKdZCVSnpvVY6DG9tYG/xLkbj+bCjhY/VykT4i9GubIrVst1scLc1S2xGcCgz1uc3ToAYwe7ORBuGqXQkT0wQ7MQ2b2i0RLFuRZbhkCaLRNQVEzrEKWoYqknnmYVGXiH/zaCkVVe1FvwxDSer+eNdJOhNPPLak/QrC8SfpFKbI1mDGQ31wo0S91NSquqbyxNb1w6bsyJpa8UyojkgNWfCr2UEoufZwIheu8GE8EBIOtt5z2C0IHSsD2nqdGNl9+S7Xzx62c2NOAQ3UJD0X7sDoZmnCdN3tzqQN3+NoLBtmLlqI/fYY8ZmfXdkjvj68YbEnd00h8hTfZci1swLF7covPBgQL/11+BQNPTibJ50CyvBo/BKruCNo+20D27uO9p8m8wNFmkB4oJ51OvXIdJt0ICg32+rNxXsvpAZe8fV4KnfyuXZ2zB8dS2RGdvOrr1njdtNTW6xCI12q78726RPWBOurNXyyCw2YzY7vUDU1O2SvVfKWFCSoZLBCXPDgWCmAqtpXwpM0T2rFYUyDSILcNpvyCLsL4q/myXikhzjN/oewZ0xEdzClrUBsnafytGjVUcnaGEmq6HfWHpyfOXy7YznWoh100AfGGcNGnQBI55CvldlPtFyDSAVCizA7BF6I+FNfn8cTRklgDqrFbuTNIyWgW1qrSKjblSWzFLhilmheU69kB9G+Cu9uPEOhPohFiTmtFLbAuFnbkgPxkNFbXWYkMLdNRO7kNz+ehfxBLeGzDo0zfcgMXbhu3fsGGqEas71erycW9C4kDu9Et0dkWyj7fyn6taRGeqGp+i1W7GhcMcO+oxb8PzluGgaGmtNqqfUSM+Jflg9CBNMMUWj3ZnKqnGKm7JoelYLWOHUVizcnpwLdzDPOT6knYMdLXx8xqUWgtwcd3sw+negzZM3dD2IGytEPK0SJrINcCe6dRi31576X04Ksz/iXCTm0kHfcdcY7ZM9lGKRppinPG+k92E0R5LeZWOSgxrn+iB5PQzbcqqu0gYbVpq2pcdwmWhBO+HV2JBBWA3bjLmlmIywNDdMiwUGQz+LOqY++WnGpcoAxKLxn4C/UEvBB9mAgyzUi7Mxgq9ERQqPcRNZvhogcI9L6rWupSXulJin8CxZplWjKcPtoxhhZmaQCdiN9g7EnFFoG/t8yTBiKXhcLbVPYZaIRtP0U+hwHUuTWq+KTnlxjTn2zYCLBDP90cOiBI0KMgqfg1U0wd4Y+O8o6m0IACxN8jSbc1Gqpo0S0Kl1yR06msAIcpaCi4KIUrlHBdU263Tlqnf7SWZP0DQ84SkIjCVmrch1NiiLoRUSdGjRo+HeClBAKTKuXXUsg70+1sGOFj6NN50ksGDECsJboJU24DM4czmf0IP8MzcMBAaUx7BUBJ0IX7YCI2zHkRx7esTFmY6Pe/UBWPrV1O7gFrBxa7jNc3fuhWFeKaD64xp3e2dAjx7gBq3wixsTPmTd9hUNQjjDjiJEaUWpEY7mFREeMitnhY4sn6EY61ayycKMp8z3gWpVUK4fujhz4Gv8hslYZcOOJ7RaHtYW+4+WxwucQqs3oddqnMW81QylZyWAwEpRkSgpsD6MSGjst1BZcG2ZGgSjvZP2PJN915OZI3bPRFDn9oEMPmFBMUDotIuo0WOoWSG7BWuDC0QYtdzbCPcqmOUFtWb1MFw0mesne6PJaDCFuilbtdVql59j4G61NuiV4LHjCExY9UcK4Y4a9CRviXQCTAUpKV5o3oXEINhzXIAWII3eNxOBHNyZbzC3SwCEiRbI9l1c3Bo12j4P6PbMiwrZru862NHCZ4m3MOElgAgdWo+T24luhBA7L6zR0kJw1dmxz8id5Kahz4ylrWGEjNQywzxbUeN2C85/mRvDn7II8pww8fouop5gBId5HxAzwL1nucnwZ6W1yhfDCdpJMEO7CJ0bx9srsi4XQ4byEzeYasWBtLVJmHIDbvUxt25qb0l27krRbzl4JWBHt2QOjocZddc6TmIEZgzYiE/xIjAj/LlBT5kAlQgd2QOLAKNl53/vAaBp0PU9liYEnk7RsBqjHgA3pJQOp/ra2UheSrpxxXyDvlmJr5ikPcfPSn8398lJrD3E3oPAxjrdjIHbpjdzWqwbKwBN1KMak76BjmTr0fZAQy26Tmnl3BD6fqqskt6cLNPzmNXT6dHA26sSwQSN9m5YlZCc3c3G26E7a/iEFTOah6TmnN03Ya12sRGgJorWCEPAXJBq+q2EIosxIsur7C0K0IdRmbVbjkG9tEacODb8ou/dfDQ7YC2bfS8TMOA4lIyiU+2LMBbutIJrLEx3/Jyg3IWNfhZL/UY0PjnY2cIHW1juJwARtpsVdFDmqmIW7m41teXaB24gXxgIb5Fg1nlHjBr+eKn7vznYL8mBubvMaCCqdE9+zThsO7GBzmqiNloQdNSohSwYqfnj8Eqcic6YOtyLfSYXeiHZsbHHpI7WcgPqCUy9WuTUqT05zdCZWzy1vY31jSka6nFwqcX+pYleQPHx1eThzhASXaEgnYKCKXed6rc/HPEtGX0iLUcW6zNgDHX/X6fGgRlMrbrSpm3RNUAzWUKLBtju9UayDkc2h4NdPLDXgiorfhuazA3L5OkInnBpvCiu3stzEWlmtOLVEcahGY26D35748RAo8OXe1Yb26AODTWgnrHSLGOTO/R9h7Zt0HeMVlv+fdejaVvNMzuYVxwwk41u84fHRWkRWn3OBkJRYUGj2Yti+I7ANEhBbERtY6waG3jkBHAUmcrhfomO0GN7/7ZSykRgkJoRPUCtxccw0YLON6KqC6tN3NpgaffoYXCvaFcHVmHPk6m9wwaeq1sLtZbdJalDsKOFj2KqaiN1pd/ANq2gpxZLPNWnlNXibLGtyvcqXBUETDFRWh2ZG958zcHsXrqYdiPtZTnfAvDYoggXdRuaUovvVJSK/k1weohh406/mKpv/ruEfSZnhYqbYEaz9gSNy7LaTqjZekxYS0Nl2rNdDCber5GECEuH4AwLoEenjgnoN0oqirqG0DcTfOkfvoX/9//n/4uvP/wIDu7Zj7e+/tX4H3/kLuxZ0qcbhMZpBUiBw2ezxI3g5ov/UsC0qjEo6FIFMlqLiqAy1o7R+gFwA2qW0Dct+kmDs0+dB293OLB7L/at7AZ1m0Dfw/jzDRirQF6U6//lWBCL32znEwf1VEFX1s10674LhoAFYjsH2WjHjul7O0Gs33raK1uAGmBqLN4O6BjoiMCTFTAYU94GNeKiWe1Gc8EGpr+axXM8WWwMjxZWZtXIMSHTUb32jcUb9zz7qCPlBrq/htGb/vu4pKfDtejWqbvMkwBMoG0ssV/sAiHMeumFq00KfffMrZhiTRs5gdSYdPih9Cn6m0iA5mFHCx8A6mE2ANBhmTe0T3kCE5PeMGlp7CYYMWEZnQozFYfCAFiLAeixBHWCuzf7K+L9P46hS+uGdXSI3IeJtWkTkpjaaAebSBolbEwknWSONiRa1mfpUoSRuzZaDCSZjmEM2rUVMDQ3RZ1wpUAAmX7kDtHaXhEwJUZHep+G3T5BTw3OPPUUPvL/+1186sv/gG0A37mwif/2ha/gtf/0R7CbGjRak/KFI/uC2Msj2/8hkAwSYV/CscojqU+2SoZkYwygBTcNpiCcX9/Apx/8Av7733wBF9Yu4dbTN+M1r3gF7njujdhNLTqzuJlBDaFpyDFbQap3w3KgYUsJbLRw2Uv5/NgeAnJKkWzIr+fvfqTC/00t676mDsSNZm5su8FogKYFmmVc2JjiyQsXwQ1hdd8e7GlbLGsFqGkadN0U1FDUlowAUxkixz4LVaohd0aohbI0THSgORPUApoXOAXTjoh3Xijsf6A4wbkywyuD/HHy7EUx3XV9YaWatRkepAUyt21r+kIB6fgQ7HuSGqsAQiufhobG7v0YZYr6GhtRwc4XPgDQG8ZhrlefotW+BRV4QLB7HEZTYhVCrK6DMZqO8deqjVC1EQu76NSEITuJG31gkcR0d17RTl3kGZxnJx2BEy92t0di5J+zxqRWpssCIHKTkzh/Q7RkTG6uh4LDB7kP5QRbDkS7cp0bhkJmTFod1WfKNPjO2XP4yjfPYHtC2NSa6tlLl/EPjzyGH3ze6Zgu+OPt00xWUxuEAZki2ysVzjoALX8SdW0UZQf5JHtSgniTgb/4whfxHz/xe3jswho2Gdj11X/Aw+eexP/lbW/GC48dAk87q6maA5xu6BN0Rpq1T2ADWEacAlmdTTVy/crWE3khVY6B6n/Ua0XRzDW1LzalFt9+/Bz++H//b/j8338dtLSMm4/fgP/xR16BO557M9B1aFvS+4hq18Gjix2dRgir98oRepFOYFDPlje4brL935ZlFrdMw8MthZqzOuTOl2vRK0MGtz9G7OF2OOQr3z1VgN1NCOHIGzySZjuP4FtL5tyXjQeSngdzlREDZOaxUQS5B549lo8aFPkozZ1V5lZk51s1ZxDcRrxbeCY6RB+alKuFe+c+s5i1EOFO+U1pAobeFIRh3GxDH3u01ry3AkVon3LTMbKUrLpkLC5/cZGZKDrNN0TcpLFAfhSgSvITTDvyvIdxc7hxd2HdLk39VRupTsoQq9PVLTEa1tqSMorQoNXMjIB2Gdx3+O7jT+Ab//iP+IHn3agXupNopJ8JCVJssITXVaetpSEeh1z5xkrSVH5ZijmF2LAg9vby7NY0ETa7Dn/7tW/g3KWLuELAdLKE7W4bX/n2t/EPD38btx7cjUlDIDRoGm21972iT+tEvWhL0e66Zq9DY78/SiFJ90MqK+aZmWnp+uVYml2JzMGIpfF3WiCbyEfWz7In4KmNdTzw2b/AH/z5Z/Hkxha2AfzdN7+NCfe49fhR7Nu1jF4rnkSEvjd7oOm2jJIZqmh2eonbH1SC6g2JOUgAqNetSA8ADC8x3CQQGJYCkcbmcbhTbOytWcO/4LnB3Lpmq4S4VZuZj8HzJU0AaYFp22Q3L8288MdKCDC7DhkysKMWdrTwcdq4k+NGPVPajNtzUQ9ZLhLWodNW9ABimH0NW7RprvkQk4p4ih6NCx22OBhAp/ZdbJ7eY2L/QBZpOnt2woA8uowm4qSAoTG2SsKJLxiHTSNP03Ot+PVtPBCJNlgKQfJokoVMXmP9xirTHGTkvsfh/Qdw+oaj+NbaJbRNA+6mWJ5McOrEDWgbaKs27FfQXyuA4jHIaeYxC8qDHLfZwI2qmi9uzMy06LQSMZ1O0XWMfrKErlGCeaufYnt7G5O2RUtqn8d0uG38PjRamEWPhYzgC4V0zGBS9EsRE/YrThbpFPyGVCaU1dNTg44Z6M067dE3DS5ubOCLX/9HnN/awuUGoMkyLky38Q+PfAePnzuH1VtOo+87NE2Dvu9UODaFfXGUkxkb8+zZZbvZIPdi/LM+lvkbvCJyg2FYv2zf09giC9MFEbhDsX6oudVcYA5LK++OmFHW1JJCK3rAwe/oS6KME2O+YmKElNzDE7Q8uywf4wOXmqy82A+WOTlTVaqepB+m5J7+LwMkBtxMWhelFrwVlOQftmdqWLsGvdcCiJINuUnk7W14Jdn1wpsYxvIz9XV0lLEAfb3OWjYMKfDgBDPcPpIdSrmAzN6TYXSRkHACoOm1iLS0qMiYA3tXcPTAPrRM2N6eYgk9Tt1wGN/33Oeg7d1Gqdf/FM/zhkH2BbBClFyK0RqHgGw/g8Zs5GSGbScsCafQqMO4Rk9Vhyc77CHCC2+5Efv37MbljW11Cp0Zxw+s4jmnTtqQYhsib7VUo8mqviuL3jACk6uUnsbyS7Ykqn2deDT891Q6xU5XEm07Bh/isBYzuzzzu4O5dkeF/jIUkyVdr+t6TBnYAtAvL6kw4+0OU+7BfQfqO1DfWwUyOhZqN+GdRSaPlVuBEwpL0w/u/USExfQYeodSTZtxXX8c3Nowo2cu6zSyRL4ztfEu4GNrNVnryaQHdHqCI5qTHCTJNhLl5f5OmB/mVcC4S3yfaeD1Vw6cifjSH2LNiHs7SJ5biVmFJ2tfqnfTAJRlQzxVk0z4QhvBiI17z7Ij9n+bj7IA0tzTuN8MrfY7G+apPuoldmYfRTNow2y4d33VeE2/1N9eM60eau9BxfCrT28/rT7AK98x5FgY4IImxIeR3B9iMDpS7qbe4lFjfmDvbrz4xS9SIdi8jb3LDe78J7dh3xK0lYngI56f95HjbASwn2efE3I44k+2LfbbStVLtwO9wU5o2dwiAUx6YKUBnn/jSRzdvw9N34G3t7GLGN9/23Nw7PBBO2dNhLV174pF79PkPwVHmzvvATvP9Nz0cDihRkG6xImov357xmIPn1UD7Y5ld49aoz0Fk77Hwb178Nybb8RS06Df2gaY0LbLOHzoCA4fOgQAes9HzV2nYMrxkM/RnwNqTRmG34HQoeEOTe/WnJmnai52+riBHjfu0fBUr3e99ri3Z3IUb+kcPxFz19IjeI7vLgx4RM+Wp9gs6QoEQL1WzOyHLSq7LmWe5Rla+TBzQtJjeZ4aB1fPEuH4EwA544ZgR1s+XmcZvuuFhbvGWhla2wyFhlmmpC5tdDttLsDSaKnSZWJoSNFjtUGj1niL1qhXboJJV5vTLHSfnLIuwq9NRYbTocN85/pSp73NZO1dF8hpZO4GcJfmaApBLyAvxFfSbXVD9MTgRjMYy2TUuPb9FtY3L6sw7Iawd88ybrvlRqyutMBUX/IaRtSZsTcCwEU3/P/J+/OgS47rsBP9ncyqe7+9l693dKOxg9gBAiABUhJJcZHo0WZpLM8SGk88vXiOmBhHKCzFTFgTnhi9GHmLePY4HDOMmXh6liyHLS+yZka2RZGSSJAUwA373gAa3egGet++/d6qzPP+yMyqrLr3awLym3iDcZGNr25VVq4nz35OTr1SrFDrSfgBr+6S9+Zgm0+2FYgExIQElRohUpQQ8wM3Hj7AbTce4NXzFzHq2LOwyP133MqO+VnEV0zjbtuetMios8B5Cc3L9MbY9LGFg/x9h9GlK5EGx4HEwbd9vF57BgkIk4A4aQgi4JWdgyEP330X33j+NdYvXaGuKsQL+3Yvs7gwj/qaoizwLmYsifEwIRaqAd6JcYWxhTLN9qSF18Qchf+3/U/yU8ADLc+bEG83tsq3iJ4azxQVXr7X0/DpTHJbXjsle5DXEnjVYOdLqu12HdpYvLaxlgFP8JP+NjiBqCGI9bf5I7Uz/mZut7EdTrs+1MRnu0uyvy2ToA23mJvlWuVBTD3R2VQREBtC01L78EA6e3saxz+JoPJe9ZBq71nDYUvaFKGfuUEz2GM0Q8RtXZ3UJxKRdG9Pdt21e2Ojz+le70qcHtEds7dzIAQPYvCaUhN66qpm5eqVeFiXIh6GhUA1jimEepnCY1MpwLK7ibuINhAu+lhz6tXB0xNDe/8baqLOflWiDVyEHMEmxscEO85gYJiZHWBFKIxhWFh2zc0wMCCZ/atlgLdBVkSYT0zABHKQzBmireB6I233Tb9UZOCSerK/XPnS5PVpy5AoIWN0CMz0WPWUarn1hsPccuggpy5dCQRpYZ47b705BGt6h6qJ+9NnBLGL5rUzbjplcrtqe9ieTl3znNFthpSQfsaz5mrftNqdU3k7xvmc6KUFadWEdEr25r+TN1HTok9llFqySeMMktuJGnyQ3iVkptlgE35ocMifbV+k6//SxCepvRBpFq9vZG5/tTabFhwM0ivVycCsdIFUMo6LXAVHdHboOgekVDWprkkGvk1K2tgsmnxrLTLp1NnhbloA6UgmTfstP9f0WVtpados9Z9MA/Ju3JA2XkQaWUEvAfEa9SzOznHXLbcya74DXjmyfz/7lpcRCUnqt5Mguo+7TEFnPC2F6hSdVu22bup/hqvPiLQ1ZUhCuv02MV7N1RVBFRzCAQZMCRaO3O0UBj/UmMFFc2qpdhmJfJ01Qzqp7HXH1+DRFolPnVXt/OnWQQbGkjzfNBBZVYSKnfOz7JqfoYxqIaMe9TVGlMIavAvSoOpkn1Ir+e9WEugj+JbbT+UaSSTu00kpzjQEIWlTgpSQo3qyPdp91sJD68XZ4PmJ/oUXSZrK93Num2uJR0vIyMfSuaZxCdmrvk2nB2t9/nJqE9e5PuTEJ6V2gcaQ3c5R64KbcTfpSr8nz0rPpYOoE9DJLdv9Jv6nsxrd25ag0fSnrSkjQBNsSw8A8j40xDWrawrxkPybKV2XDEhTP7f3BOtLQm077ZHZ3Xk2GtzQnUBtlHDiSkAwM7bg6L6DLEmJKT33feQu9u/bhzEVk4Z+2OaA5IkedZgO7b/Nec7E7XbQRaf/27f0AS9NcTXJnhaIso/ZxtUrC4Mhtx6+kYF9Ba2UG3bv5dDyMsb3uHrNmNP4oINy44tOIGKPOeoTmJZR0gkXccjBbxpZFdq9SItcE+3vtRVwW1RXRcJTmzQKj419N0ZRX6OqeHX4umJjfa2xe3rvUSOAC0b/rJ33K7Png8sRa05C2mrDWBOxyPdN255v8ErzbBoxj0yaZjaUzs7NmYUeJZrugdbWIT4/CjyW0V755vE0HDOtne7vZMJIltxpDO71rg858ckvnRx3lIVTAGko0yLwnO2Sprh2NleuisqTI5p828cy0v+uEzGfpJfUUCsZTGyTjLNJSLQlU1FAzwEpz3asnQo6lU5mVGgJzzQ0n18TCLyZz6xMZ0zdKgRBtI7u1kE378SiKqjCQISlcpYDe/Yj5RwjGYfAP6B74FeQpJqTYiVuiI6aMAUWt4NtnEOa+dEOCADdaPMcPCbmpikyyZ2mZ6rNEQX9942KUeOWjeWcCjPlDB+543Zmiz/C1mOO7tvL4b0HET8OxnHNk30m+2Vrb+mzyqoBVvPsew233vS1HwUfoUxSHb0R5Aioma+QLcNrPIRMbCt9qW/TCDXthL57keZAu5BXLtgHax8cMQaqHN2/l9nBgPFozOLcLDccOIACtU+phWKXfAbL2ofF6ci/eyXP2TRL7fwk20ezntqtp7Nfm8f5LEOjtVDNutcNOFWkwzBM6+sE03C9d1n/GiYlwy8JVWjzu2UaugQ3v9fu3OXM678vNp8mwhsmdniTZiU91y5x6CLjDGAzPN6pdwKL9I3tk21Iu8rtx9pFEvkR2hPjy9gwycpO1bX2VA19YiK9v209uZdNN5dC3vVWAkjf5Mf4TdYdSob3DvBGwNcMxeC8Q7Fs1PDMyy/zxplLDOYL3Ljm7NlzfOeFN5jFYU3If1cWQ0ShsIZhWWDwFEXIvqIGvFeMNRgDohKi3WPgoajBRvfj4N4cpFkjEp5HfYEtaGwTSVVn4mmZKTC3IWrNfW5XAxGDMSbGawWlrTFCi8zDoXjEPGYh4VCBYgP3rwVrmwZrDTOlYaAlNx05SFUrvjQYY/HONwTXiEHVhd8CZPaxFEyZ1L3ddcnWV0PhDtoUaCJictyZRtpw6hI5d2jcpSX4TWrMVm7iPEjyJk0MnIIjnLGDGqx34SgBX+NmLePoOTZnDY/dcxe/943vsTmuuOXAAe685VYQB8ai6hEPlkTsNBtlOGK6D5y5GjIfc49cZb81M/inb7twH+xrqf5uHcnBJ+9ZXl9TZ6bGS0Qj70+Pejcrkg0s63HWt4alaAlpW1teQ9wbmrnhX4doT2O+JpnY7a8PNfGBtOg5ZMW/uT3luhWk8jQL33LH4fuU8j035ufAER4kcpeDGC2x6WzuXL88hehs9zvnRKR928QvdSSPdickwtXpc1Qe9z0Es1qb/kk2FxPj63yefS80/hheBK8+JJBEcM4j5YArV1f4V//6y7xy6gxrVUXl4Stf/xOe+OY3sAKVd4g1DEUYisSkhYaiMIHTxmOMRaylEMFaCxKQv4kGe2tsIAgmESMwxgRiVdjm+bCwDcGyYsAEoiVGmjr6/6wx2Ph9qNOGstYgkfAEgiRN3aap32GMx5gBxpSIwGgE756/wuaMYVwoW7XhxNVV/slXvsb+3Yvs3rUUvrcSpCcbTlLxEgmbsRix2NiGERBj4lqk9qMdLRHn2E9jLab5JkiXSPutMcn+lqfYDDCj8diHhvBJYLxUUr7v0E8j4ZxPAVSCgd/FQOcSofCWoihZH40x5ZA6HqkwM5hlfsYyKAw3HT7IoDCIeAwmItPoHpxjeBIvmaPe6ZJBZxtuxyzSpiLqMGZZnd2auxJPp/JIeRr2LXVb2p7mhKlhCrUb7Nvx6MvtO/3/5mipI+pr+22OW3L00h/OD1DLfZDrQ098oE+AtJ3xHN9vY7lu+cI8hU5SF3RaaWWl9J8OsiZ+JzBlPfLmTWJ9SCJwXm/2jWaSSOZr2RLBrK+0z5r7HIgyrqj9bnpf8zG149q+zPSrtWtZDZypGMF7BQ2qnIX5OT7zw5/k5guXceWAjdEWV69dY23lGtdW1zh+/gpXV9c5tLyT22+7mYXhAO+hrivUB26yGtcBoapQjSsqDYdn4Ty1c4wrR6UVtSqqDkewE3iv1CgVwb2+cGSbUBskQ/YHNPS/P9KEfHrqjwlEl1RE3uGMjz7tBoNFFMZOWBvVbBWw5iqMKfhnf/IEi8DicMBwZobSCEWyZaW/MXLUROLSSnUEApoRn/yficRHEpGMZcu0dbJyJhHmqD8zJsTYWBskMsRiMAzEMzDKwArYAm8K1JR4kUAwDJQ2MApqBGzIyjb0MCTUURUGKQpKDdFm18ZjZuZKrMC1q1d45ZWXuOPQLg4s7yadO5Q8QLssUtgAElW72/ny5d9MQ6aNpKB56Sn1NFtMOw9aupapS3t8Yk5c0r5ty2R7d4JYkHIqtRJJZ1trF4ynSjI5QcvHHXutOvmSSXjvP/tB14ec+KQgOWmpOND4JzecBmEj9ealc1Z7AgLtFEg3nUIdl2RyKYEuQcqkkz6Wbx0EaDzoplsI8iFMcm2pndwGJF3oQzp9zfre5+I0J2TXkxpbLgvatrfLCq0IRizqFC+eoihwrmapNHzhY/dRqUXKgto5XD3C4NiqHM8cO8UffP2bXLh0mb0Lc3zuM5/itkMHKNwY61yQoiqP92BMEdmHEDjbcIKB1sUEstHa5H0IeFXFoSH8xwnqFeccde1wrsY5F86X8b55l/5573Heo+o7z51rn3kN33jnQlkfgjudCwSxwlPF/o9rx7F3L/DUGydYc1APBKkrNggqn91zJbfs3UFpDHU1RgTqOmT8rr0LbWqM2/AeXMiPVkcVSk4Mk4FbUdRrGGN85gGvJthufCiTvKkEiWlswjhyx1+n6SC3cEaR8RHNSiAJNTAiOBeISMhwLlAJlEARVd4+fkMs4zUEJ18bjRhXjqeee4kTrx3jP/rsx/lzn/thcJ5iMKAa11GSyz3KcvjvwmzDZDQPghzSUYf1t38kcDmJS2lvWuN71kBWxXSkvA1OSD3LaUyyE/kWrnNbcBqLxLYmMEm//V6Z6Y4FSsIPfftP578dfPjvSXqdLsdPRsGnIM6ko+4+zJ5ELIW2nEPidLaVQa8jGVzHvtRITQ3HE2pqjbxps3f7rDRpTaNWsUcMI0DmLrU5cOZOEK1WsgPhzai6dqVWwppKpOP4pvv9h7H6JgFmQGAWxXrPbFQ5jUfrFNZgy2CPqQrLDY/cx4/cdy9f//Z3+MaTT/G//vZv8dkf+SSP3H8PuxZmGXgN3LcIzlUoSmEFMYqPqo7koKwauHSRhHBal/XgtFTQpmXqrl3aeGnu0x8v9NY5G7X0XHyzcuoVZxQ1BrwgZsjIe/7VE9/hubffYQ3f1D0shuxbmOX//hd+kp/84Y8zawtGoy2GZUntgtQ3qitUldo7fO1wdTgIpwYqghNAIKY+/I1ERVVR56l8ja893jucCk4sToW6rsM/58JRDqo476Pk6HEu3qun8lB5jUTLg6/RukJ8jaJUCltOGHsfiGU9RtWzhUM9WG8ZK1ze3OC5l1+hGitHl3eza2kRr46Z+RlmB4ZZpyy6Eft2L+JjVmvvqkZC896HwLxmA7fEocWgLQmZlBByZDtJrALIaFMHU/ZJwkMNMejvi22kg6acpDq0825CsmqYidSaNp93ut0ZX/rpG/RGb6z52Kc5m/TIVPvnevzqlOsDEZ8vfelLfOlLX+LEiRMA3HPPPfy3/+1/yxe/+MWmo7/2a7/G//K//C9cuXKFj3/84/yP/+P/yD333NPUMRqN+JVf+RX+6T/9p2xubvLZz36W/+l/+p84fPjwB+v5tlc6hG07LrzHodNF0OlJB2k3txmC7YQct8/byP5u/e3TBoICgKXy2pZtmsh/ZG3l0N0lMhFRTkl+1hCVrCHJ2mzrSdzOdOIpJMGyP4fd8XS/BcHFTMwhxifYVAziwgF/M5SB94zSgRGhqJWdVvjZT/8Qn37kfp595RWefPo5vvbkk3zsox/lsQfv48DSPIsiDMqA1DEeF5G3mmDQlngwxtj7mAtMQ4ZtgiEc76kJLrsCHZWIQnQa6O9RRbDxqOP2WWsTyONCYpKXKF2YIhxYjVhEBetAasW7GqeCqkErYd7OMXDCLQdv4tE772BpvI5xNYtlidtcxxrBOcd8GwUNpSBlOJ5AMVTNmQslbSRkWz4EvoeYqkiNs5WbRK9KzhWHywsxMDQl6ylCgiYRWokiORykwFqDF8PYWDY3x6ytrfHcm6/zxDPf59HDy3z+hz/N/UdvZmluFiOehfkZXDUKOd1wFBKInMGC95gExNLuhWw7dxQjua2k8fLLM6UDKpqHhZLLO6F8rELyZlrbTpe49fdjxpRkP7s4Qzt97owl+zathXR+T15TpaF8IBkM599Mu/rzOLXe93F9IOJz+PBh/tbf+lvcdtttAPzWb/0WP/3TP82zzz7LPffcw9/5O3+Hv/t3/y6/+Zu/yR133MF//9//93z+85/n9ddfZ3FxEYBf+qVf4vd///f5nd/5HZaXl/nlX/5lfuInfoKnn346GIw/yBX3QI7vJgCMKQixL2I25bZrRyNQZ3V2juPugEMj/k82otm/LqPQGEujh1UCyg4BynvbIPq87ayevK+xofb0+vh9hoSacTY/MyKVgde0zTAtjibbtViC7cE7hzfh2OOkzrKxAmOhUh/UY0UwaouuMRCDVIa9swWfffRh7r3jDl56802efvFFjp94k3vuvI3777iNG3bvZL4ooPaBqCWEo4A6jEZbSXIi0UQSArtiJSM6nSsfd4PZCH5zPjkIbcP0JYYk3KfDuahrbJTAUrqmQqAwIMZgXM1QgWqTCuGd907yxhuvc/ejd1NYoBphAxUIp0WFVOhos/ZEe2FN6XLeV8iPPE98Sjqeu9NvTVaUxOik+45iixSKbTTkRbMi1B5ESogEKBw/ErIWeK9gS7wM2KgdZ69d5c1jxzh57C1G3vFDd97OPXfdxf6du5gVg1KHOtw6eEdRWmpP8KqTQDQSEW7UUBlCbldhCgHobKt8TJNXIw1Jr75MyzBpV8qY0h6Dkuh87qzQQiQ5f9m2T48gaG6n7r7bzkst9dX3329nq5m2t7e7InP1fq8PRHx+8id/svP713/91/nSl77Et7/9be6++27+h//hf+C/+W/+G372Z38WCMRp//79/JN/8k/4y3/5L3Pt2jV+4zd+g9/+7d/mc5/7HAD/+B//Y44cOcIf/dEf8WM/9mMfpDtNIsTpHPeUS7vcy2ROMNkGkXg6sTTA1GwJGRROkwD6V1IFdG0lvbMIc0LS9Dftgj5oTiLC5pMUpd0p03Lm6eq4rmdc5GSMUPfbligFjJ/sYEI6Orvlznw81x4Jh6ihIdGMmnC0gJogKZWEk2lFB5SupHCew/Oz7H3wPu69/RZeOXGCZ19+mWdfepm7bruZjz9wP0d272VOwhHp1HXbrgbuWJOq0gRVnKoFE4zhUwTGbA0mrzRXol3wUEC8ZoJGjA3TCLM+HA2dkKeqw2IYDAyFUUoXCIIxQTWyMlrl7KVz1NxNcBAIqaCSo41H6Ug0cR0SgmvXJkXQZ15T6f0E0rBtqYafkK4EIc1/gtu0CUeZeVGQlLQ2qDo9igPMzAwblXLy3fd48dgx3n7vNPt27+Shhx7kxhsOsbRzkYERjBvjcdRWqSUk+LRGqV0gnupT/pFgtzIZkzbBeGqXEDVSSV6umbaWeUr5TfJyPns/OWddXJLmrEPYMqIy0X5PopwIJNX+fbv/f5AzxfWIwlQPwA5R1e7L6ZU0XXu/15/Z5uOc41/8i3/B+vo6jz/+OG+//TZnz57lC1/4QlNmOBzyqU99iieffJK//Jf/Mk8//TRVVXXKHDp0iHvvvZcnn3xyW+IzGo0YjUbN75WVlXjXXazmUXYl4OtfnXgcSCxy/qR9Hxd6InpGpt6GbqjveCdPEr1p3+VxCuntdKTf8kr5M7JnWdsNbdKpUuI0r/TcISL8nUzKmbZXPzV6x/lBk+pGmu/Dv4hQNAVbelTBxr6qCa6+wbk6IQyl8GFTHJ5bYP/dd/PgTUd55e23eeI73+WF147z4D1386lHHuHA0iLGO0oUjEdNsFsUYihqwdeCMxZnS2ochfZPb2nH8YMYm4SHOsQnf6btM1FifJqA04YgOAlz5TyoF0QSUxLjlohSSyOdKvkxHuFptFkpMYdc7E/OLKe/HUEnpT7KXsb8Zn1p0Mej15u6EvcuMVufj7CPpzDg3ShY18pZail5+/Q5nn7hJd5++2327Fnm048/zq1HDrNUlCg1iMOPRwysRb0L5zlBI7C5zDEgj+npJDpN3U8MkCaJpJ27sK7thPR3Xiie2UXiZXKbR5JapoBHa2PSrOh0JB9+xHE1VU93CGhnPktjOqXurh5/WttdwtdVsWYEsHMPTcD3+yFIP+D6wMTnxRdf5PHHH2dra4uFhQV+7/d+j7vvvpsnn3wSgP3793fK79+/n5MnTwJw9uxZBoMBu2I69LzM2bNnt23zb/7Nv8mv/dqvTb5IYl7PyN6RhNKitSJAx1VZoEMkwp98oXNE3JdS8rppDJHNx5lk0iUIWUAaOZKjw6XlnWrli957iXaLZhxTIEHzMbYEq6kzZYHIetv3rMs5r1xdJ9qdq7ZEl0P02XzbdGYL0hwvkbIIp+wPXgtcVJN5fJQsgvRSeMF6z4x65mdn2XvvfTxwz/288NbbPPW9b/N3v/99HrrrTj7/w59k364lfD2Oh4wpoi5iCwNiE2aaGpndEufrsHMinbLNfV/Kbu48aoKUVfgUJCpAEVComHjSaZAYRAWjBYXY9hgNjXE4cc7Ssc5NWwnZJgScVlwyWCNDMRJfNmsW1Z9Tx90i/M620RBAa2Pgp3MVDsAOqSl49c0TPPGt73J1fZVbbr6Zv/hzP82hPbuxmlzxa2pqvDjKocFVoyZCKBjwArl1RqNKsYVZxTfwlqPUFrmnd9rMT39ErbfaFIeDXvk0vxlPF//2VX2h/YlZzAlLIzG43gxn+2qiL+140rHWfSklEZS2b/kM9Ahf6kdbSafP/V+d/vTrmRztttcHJj533nknzz33HFevXuV3f/d3+Ut/6S/xxBNPNO/7XOJEEOiU6weV+Wt/7a/xV//qX21+r6yscOTIERpSrTl2vV6d8YPEziQ//GxD9mNfJvD5dm3RgHvWVsapZBRucqQ5YEn3uWTSTVQdtbVKF8kpdHPdZePQ9CwHuGwapAduCRZ7Y82lnG4Gh+x5qjgfjaQgQBPjnGw+8oCoCERBNMTtFApqPM4otanB1Fh1IRuAN5R2iK89hcLewvKjd97EQzcd4qnnX+Bb3/8Oz/3DV/jhxx7j0XvuZt/sPLNliVfHZhkyIkjtKcYj5k2QsHw2B++PmdvOw6+/YdOzmLlZaqwKhYtnw5gk14T8d87YSIg8pRpELYXYkG5I4zHlrQCS8cHJniOZIJ8h3+Z3jqpzW1F46pMzzRTik1ZNE7JOdqfYJ3UVtrA4KVivhONnL/Gt736f986c4bajh/nCZ36Ym2/YRykOqTcxWLwPqlhjwXnHSD0Da6l9HI/G2DhPgAnSIXS0iDJh6eaH0hhpkgQEE6vSuIt39lFP6siIlvbU7+H5pDF/WxTcR/j9d12K3tTbT7nT2oriGvbqul5KJHr7to3j6TJa022gPmt3sm79P/Ik08Fg0DgcPPLII3zve9/j7//9v89//V//10CQbg4ePNiUP3/+fCMNHThwgPF4zJUrVzrSz/nz5/nEJz6xbZvD4ZDhcHjdfn0Qya/ZfhEhp4f5tpw4QyZraaozgXQ5kA69mahjen+VyTNUuulCaIFSgsl7u/qmcd1TiV7an5M0NRaZJOKTcUNT7nXyhSCBa1VpN4BpATlJfqFf3RM5jWqjggmMujL2FWIMqMP6GuNhZ2H5zCMPc/89H+GZF17kuede4/grb/LAXfdyx623snv3TmZnCly9RameQQHqRqTMCPnUvJ9ru2Lb6eAh8OkmeuD5GJNWK+EoadXoNRYPSCMcsGbiIUvqlf7x52mKJ5BfLtFGKdVn0mpTMs57i6p7MAeNXcvEv2Fd2locUJngpr22scnJ987z8htv896FSxw8dAM/8omf5ujBPcxZpfBjqIMCTcTjpQ5BrCYwHj4sOa3dqYUn05lWzeY5h8mEmNu93SDxDsfOlG/bX430kF9p7BlM5+W7tXWfT3s3cTXLMaVP23x8PcKz/X2vY0zC0LT2fqBTwwe4/p3jfFSV0WjEzTffzIEDB/jqV7/KQw89BMB4POaJJ57gb//tvw3Aww8/TFmWfPWrX+Xnf/7nAThz5gwvvfQSf+fv/J1/535cV8LSHpA2Ls4RkWv3ebqaBJZtRfRXTWCb7zNwlPZP5931IDVTVkn/Vefb6S7kTd8mvtHs43w8E1atTpFGAuvULRNl05y1wBxHodLR1WuMHRHxmc0hqG8aDz0NAYjiAqVSTHChNuDUhZge56jVUEiB8Y55CzPDWQ4++gk+fueDPH/sGM+9+irff/kYd91+Cw/ffQcHl3dQGsXpGG8cneMtOrOWz1U2hcB17YSSIb/8W4GU182L4KJKsSYQFuMV6zyFeDCB8IiJxCf1RYJR3yZuP28/71Njs0nfhfv29O+wEj5+3tJ+04XpZriacceRTImAGGoVzq+u8dpbb/P6m8dZ3xhx5PARfvqLn+Hg3mUKHAVbWAfeO4SwhqoVKj4EIXuHOKU0FlUTAoAT1KV0UDnxiHPRHI3d6a+Qr0DYH1lgbKDO7Zgnl7CZzliUxnqZtu500aCt8H04QU0jTNM91XKInGRkp337fojDtCwcrSanGzL6fur7IELAByI+v/qrv8oXv/hFjhw5wurqKr/zO7/D17/+db785S8jIvzSL/0Sf+Nv/A1uv/12br/9dv7G3/gbzM3N8Z/8J/8JADt27OAXf/EX+eVf/mWWl5fZvXs3v/Irv8J9993XeL99sCs7UgHIXY6SCsxE4DEp6K8hJi3ESVzZLqLWpg6NCJX0XmP9E5xDj3fIRXSf2tSEmZovmno7T9qqmlMRe/YmkcnvUxud1DxZD7tt9S6dMLvS2H8S0YhDNNn7bh0BOUljQE1zElnmnPxKYHFTXA8p9qZXYbPZYrJKUUV8sJLg0kbRGANCQOAK4Dm0OGD5kfu457Ybeem113n2hWd5/pmn+dij9/HRBx9g184dGF8xdFsYX6NSBOTrQ/CqxzXSWfBAM6Dg8BiJtoZoQzIJLpp1Ny10xiVvnBrEoaIYI9ERokCdAwlqOK+CUWkcVwaFQVxNYYIbeohrCe7qYa5TxuQENiba0eL8CSAh9VBw/gjZA9JuMGJCYggC+U8I1KvH2DA+712Eu7Ce3lhkMMOZy1d59fU3eOmll1AP99x7L7fcciu7diwyLEB8HSRXTV6QGVHR0FMSYYuxYNqomPP95Bt4apmaOJ2JICbJJLUQU+u0WzM5bUi7KHTVZsGO0l6J7istXYmzk/Ut1de2Pc1jrEUHOZHojSUbYdZAM+ZEOJP2IE//0/Rc6dTSn6+s4eZWoQlFaNtM+CQxJ5P4qVvyBxOodH0g4nPu3Dl+4Rd+gTNnzrBjxw7uv/9+vvzlL/P5z38egP/qv/qv2Nzc5L/4L/6LJsj0K1/5ShPjA/D3/t7foygKfv7nf74JMv3N3/zNDx7jAxlf1D5pXH9VGy+ulmC0XGGeN2AioDL3QIgAGwhQjrx738n0uhKtaX5DA/yNV39GMCdsMtmV12ymPMvtP4mTzwltntVAslpyDrfPrHW3Yatrb21jk/x9+N0iiq5uO5+Qdi1Mjxi39UhLfqSNR+k7SIS+x3wGzUYPKXhmMBzePc/BH3qYRx66i9ffOslT3/8u3/r29/joox/jU594jL2zs2g9Cp5lPuRFC3YICV5XJkhkrnbYwlIEikR+lonkI1DCuThpBhviHSUWDYyTpQCv4VgBn/TpoNIeiC4iDMqSQkxzgme7LEpDeDpz1z9rJtRtCCmFhJS+xneIjYleCWlvFUVBVY/D9yJghDFgBrNcuLrKV/7NV3jr5Dsc2LOPjz/8CLfedBNzM0NC4s8aG+1U2sXa8V578XIZ8sqZvVRciLaPHqLOtRqawYaEcSdY7Xq8dQmCkqSc3jO6Uz0hqWjiJbV9EN+2hKdLIOjUMX0s0inb9rtbTjvz2Sd0/ZYa0NT+PGQ1ZPYrbTrctpPHFE1t7/3THkT/XRV3/3+4VlZW2LFjB3/4//wrzM8Mu67LjedZcnXOEFofsXZcnntSQcdBIEOwubSR2Yuk967TTuhQt36Si7JO9iW3JPf61H6ff5PbfqaNI+MEkYzApKPDaYl0Vm/jypv3TbO2m3F3+9nW1Z3D/vj6hGbyyIvJa7JcWx60k93CGc1Wz+C9xw6GjGplY1zx9PMv8LVvPolYy6c+9VkevOsOdswIBSNK63Hq8eOKoR0STlUNklc1rjBisLZoUU2UgnxzH/uUraFEucdH9zRRh8HinFLJgN964vv82j/5fdZciGCzBkQdhxZn+Ov/8X/An3/0HqwJOeJEu/OTZ9bQTKHvmqc0hLk9D0ljFwWnIcu0GENhlboeoxTh5AINWR4qYJOS91Y2eOqFV3j2hZdY3rHEYw/ew1233szupUXU1fi6ZlAYXF3hXR0yZccV9R203kVcecBlV7Yx2ZNuOTrftBw8+RfNs37Z1I+uwb7Tvm4HieH7QPq1+Z3XkSpo+y2997qtWquPlruSUm9c6a9M6UNUvSr9OrvEMO9v/nvSnpSNYcp410Zjfu5v/yOuXbvG0tIS17s+1Lnd2msK5c2ljW1sIZ2yjZ42q6ePVPvfdci8JBZnau/yw7Qkr6Rhrzqdae471SUx+3rsQoP4NeuTNv2WRomdyiTElLWbpqzTjnYI1JRmuwMmd9fWiXINQW/mRHps4TbtTXZsypU2XGvzEPUUCKaqWLADBoOCT338Ue79yJ18/9kX+NY3vsVLL7zEww/exe23HmTn4pChtRRDg9YCPkocxlDa6CxAmuXEWWcDjByj6RCJcN5N8KWOMVASgyY15kRLVfQGHnKp1TFLdchj1nClacy99cr7ky9FcPzInwfbUkLEQb1WB5WgtVRYNms4ff4yrx1/h2PH32YwM8NPff4z3HL4BpaX5ijwuPEm+ECE67GnMIKVEJgpzVqG01v7BCF0te8K3DJu0yLy862aj3vaz37dnZKdeYzw1QHF6fu67XcGulNxQ/rdwm5z19+LGRqaJBjdeidGNDGMnMBot59kKYA6cxkC6vNd1oerqf3ZdtzbX/+XID6aAXeu81RoDGjQ5ZgbgpB+ZIdnNelxmoXsUvs87qdHUaao59qijT2jRw87KqQObg0FWwmpxXDCNvtBW8rR0f9GqSm5VbcEqv2uSyyyNlS7/W2eXU9Syag3PRftTpnt6kvjnxggQYbY7tKsVKxf40mmouA8eEcpBqueg0vzfPFTn+Sj997LMy+/ylPPPMvTL7/MPbffzP133Ma+nYsUNvLsElRVqjVetIlDMqn+1GWNpyVoi9wTQZQEeRm2SlJkguPcGSYtuTESnNy8NiZDIdwnopVmN6n6WgKvmbNHlMAa0NBg1wKMcYHD1gI1AxywMh5z7N0LPPv6O5y/uMKOhQU++bGPce9Nh1gcGASHr9bxCqWRkL7BBzuRqytEwZp2PCkzSCJAidD2nQUSvg8IuKdWnJAQpNEK+Ox5vgsnUKJqs69aRV6ej6+FpJafyBE/tBmt6RHDnuWjqTMdbZ0R3G60b/gXY5q2c2dObXQG1ut33tf2HKJ2O/ns+xxGGyW3tqW182UiaNOJkPwf6Wr9f6YrCPG+A2TN1eDgXrqaTgVTv5yC7zK11nacd7O6XQ5+knPPpKepCUCld98FsmTsbSrLDK35N61XmcbXfeeEfKvGVCIJCBtC3iuvfeDqji6X6Kb1PZSZIuHQpkrpz0Gfo9p2/rNSPvbDKDG1f0aI4wFswYXZo8GfgMO7Ztn/yUd44K5bee6VN3nqO8/z7IvHeOC+u3n4gbvYszgDWxtoRKaqEqUFFw5Ni0lCjTfBbhIPHwzSlyK4xhHNmIRYWsSpPmSVzp+nGTbEg/FECA4a7byF2fJxSuIB29Lq7U3ARITEnmmWDKqCk5B4VRHEWEQclXe4Ysharbz19imef+k1zpw5x5EbDvOTP/RRbjq4j/mBxWqN0XAWqainMAbvo7OAD8dEFHEdvAbCrWRnrWpr30rjDARHmv57WiapS5rSkwwhNsi3hSHNv23/E97rZJ3tnGbA1HzfUPyujWmiT8Qt1K9nMgw2Pe24BfQIQVvFJH5rb3v9ntJO/rslRB35hnwe0/vtd1pW85/RcvOhJj45t9G5b57FDSy9Mq2vZGZHiQs/gRzjO1rE2daRtxnbyolQeqPtTbvBsrINEGwTQ9RpIYJx4xKZOI62QMvhdjdbU0fKzt2nxfm95vUmV/R8g/f7Go3HeaBm3qdsPNJ/EAu39qqMaHVZXqZ0u6lfw9DwhAiRcHR29q0RnNbhiGtjQ3JR5ymsBfWUYrlleRcHP/lxPvbwQzz7+ls89+KLfOvbT/H4I/fzqU88ylxhqaqKoSkQVyHicSaeE4SNjgJt951Js2WxGQ+ZbC6Kx8dTQL0P8NEIr/m6aJZaxwTmIh1sl8NFwl1p2KZhUHJEpk2OO8VQI4gp8cCW1nzv2Vf406efp67g/rvv5lOPfYIbds6zYGqsbOGdR00RnSRChnDvKoQCJJ7qaghHfkdpLrdD5Wx4ct9uIUob9+ZOKGzPFhGIR3fPTeymnqSSazO0KdfCedND1ex9SxjDq+amg7qb+W+H1pSXdmWyvudX/1d3XZsyE7ggr6dH2n6A/Snto5ZwtYQnjXfStaOtTeLYJtr7AITow018iIvb5tno7toOOHa5+eZppqaCBLDSX/nUWIdw9RGjyR5IH4MAKT+akuncQ2ESp5MTp0nuRdpHTfuZQ0SG/NsRt0AbsuvnRDONJRG02IqfJNKpeFJV5FkMmpqSVJT3vUml087ThHchdCSf7pyRrY9OLxMbTfEeIWO1hJO2E+KVBCt0nTAsKJ7amMDBe888MDcn7H/odj72kaM8+eyLfO2pp/nT547x45/7FPffeiM7xDGMKXqs91gfvMGceEZ4bFk2xMFIGGHI5B3htaOmcaganHcRUfvmu6SKtNbi1VEYiQfAhWzO6qNLgWo4CluDfcQQxhOIlENsibeBcBYFpCxpXgWkZH2svHTsBF/75lNsjUZ89P67efT+uziwa4GBVPh6E0SpxaOWcGBdcJJGnaHNTRbG7FwLM9ooSacjxBZketJIWrP8mUYCTZCN+vukQah5DrLOdkqERXoCeN/dWtHEmGqmmMvqaMpNjK63b3LEno9RYFqsUB5bFKrRKQSrT9C7Y+lusd6XDRwaGglTDB4XzRcW5+rmKBHngou9LeyE6vGDEJv+9eEmPgmx9CceaO0HOUsDccU7PyfxWY4gu7xNzj1N+rZNumm3XGn7uBMzBHTPCUrfTnM7nsIRZ13sOhNMM/hLhxvsCxWdmBz6kkskWjnX2vk+fSe58JPZ4qb0e+L76Vfi8rKO9t63BNVGfblJSCJfgGaewjuf9q1ok4jTWTDeI2oYqmH/7IAfe/zj3H/X3Xz3+Rf4t//bl3n2wE4+/uiD3HboBpbn5pgxFu/HGKsgDlNA7bcwGAoRUME7wRnBFCacKZSAMmdFkya+n4AtEkzJykkGX2IMztV45zK1pobjtb1HrMW7CsWD8dRiUCnZGtdcXdvgxKmzPPf8q6yubfLwfffz0L13s2dxhoFUiNtAqGMKHaHWorVBJv4iSn6dlD4NyKX+dKEgcdedpZSYQaGpOJ+bVG1DOsJdetUnHvEuIcjmnXbhKdXRShuhvz5+l7ff7uzWWSaNrKkt28vts4nlbPrSV9F3UHtv+7b7vS9xZF+msXS2k/ZutWFsFB9c/cPTeKqtw5ZlIDqErDYaDw3sXBO2N/ggKrgPNfGRDBlOO7NHSIg+blTpgEnXztFU2nIt0wzgSTIR2L7tWLars00OB6kv3XE0pZLI39ijelKCZu1pXk47v/MxS/Ntr78N19kdc+ta3pu3ZhNop3xqz+R1bjOPTV/ycWl3rjrfT9Q5DbhblGNUGi7Rp1CcRAC1/ZeyBHgjse/BduPE4LFYDalejHfMq+PWHQNu+fTH+KH77uSJ517ky08+w66FN3jgjlu579ZbWF6ax2oVjOOuohQwvg6wElP3eJUQSJoQdcrFFkSJvnasGXOQ1nKkqQ3sqyq+dk2cXFDdKV5rwIIDEUdRGmrvMEXJpoczl67x6psnef3YcUThjpuO8NA9d7F/5yKFG1P4VTwB4cSdhEEofev27CUQHRcTpUqUOBNR6eHWhuA0cNw+nVjLVoJJT3MCoHE/tcguZ5vaQFRt1l7TundqyDOmt+9cc0ezH4N3fJ8IZX9Vs5p7XntZ4fQ79b2pSzNGiXziWmttPkuSldHe/OV1tk+7gBWyi6Sg4whRxjAejxEx1OrCuVj4IC2LaaWvqdzjB78+1MQnv0KUfB8xSVd/noup0JvEFqHm3kaJE+rG4eTchqJJShFoIKgHSK3/Uao+B+GWa+n2J3L0HaQrDdBtBwM5qIpvdjnd0SeQS8g3fZvXmgWKTjbQIPTuldrLua1pczIRjttbDmVChJqYpxxbdwlk2N6+s6GTD1GqPvwNUoRVBQ0pXwJCDcZ0k4ivC+0d3LfMT3/20zx45izPvPwaTzz1bZ554Vk++uB9PPCR29k5KCgdWHUkNauXwDGWCET7TjfgOfTb+wxp5cQbCSqQjrquneckyQVVSnBO8KqgHrEhzLKSAWNjePf8FZ5/9RXeOn6SmeEMD9x1G3fdegt7dy6G80f9iELqOP8WI2Wsy4E6RKpsvQSrBuNzXj8fV77+7TOvGYnIKG6HVesxOqlsm0yns+rNfbJNdkuEenJU3fHoaoBPO3bUTh2aw1avBe2WVs17lH+XOz/EXmmnUlrVO1lm8ZzMSaxS8ydNu+m+75reEn4aghxgJ2QQdAi1Vy5cucaZs2e58447mBkEtao1JkrVSTLstdWZrQmEsO31oSY+Gjm/7bjsBqgjAtG4uJIRF8ilh6bilgAxhaNPECR0V7UDCfFnp+529VW7nFIqk0fIp33RdStOZbcZs2bEKoOHjpt5sn30+iTT6msI1JQrzsN2B+dNqC5bynvdemXqj0wi1H7f471COMQszblvvKvCjHRPfhSCN5xBETUQ0/uLeHzjKy2IFmgR3KrxY+bx3HtwB0f3Pc6Zjz3ES8de5dtPP823/vTbfPrRj/Kxe+9lrhgiRqmoUV8xMFGd52sQm/m/SmPb6GcEzvFdkmA7LEuGmFxdYUwRkLsLUlw47dPizZA33znDn3zrKS5cusrRozfyycc+zq1HDrA8N4tohdWt6G0Xs1r7IA9I5H4R8FqHDAtpVyTbmgsEwUtYpZYgaINQ02Kq+sy+12Vs8n3QQe7SRXadOWrak+zbvK4WUvokKRCgLi5oJr4p02X2GiO7dL+RrI5pkke7BzIKMMUW0xnDxPvJ8ffbnZ4XrlsvkTEhMcEm5EwcjcacOnOOZ559iaVdu7n58GFAm6Bh733DIG03F//eqN0CZHta/p3OgnYQfwe2EiFpHmQ/2jItoek/DxUq9Pz088sniJ+qEgwd6PNn+bgmgbhB1r3q2qMNeo4EpM3ZbslOPRn97EQhdohE6G/61T7NO9HXBTPl0iwwMvRBpeUyJ65MtdhbvInx513yESbQmAUg18FLFGAiB2c0bgA1pK0g6jDqMR6Sjs5LhaL42ocgTw3ecotlycyOITc99jEevf1Onn7pZf7t15/iiadf5M/9+I9x5MA+ds8vUNSbiB+B1Kg4pEmdo818+HTEdH9qiWvYrEckoBmjk042xSh17TBiEFuwWgnvrFZ841tP8OZrr/KRW27mP/6ZL3Jwz24WhiW+HlG4TYxRqqrC2qAedNEYbYzD+xFeFWsLhEHMvE2jNgzwVbd9oUVOk8hVAtLrwGd3iYUWmiR/17yPdrF+jrHM3inQ5HTMcwO0Rvvc+8y3dUwDrIwh6JCWKXih+3u7H93apm0WzcbRlsrLSzPc1Mdk8wAAoFlJREFUSTcEWuZMkgSknXdNIxpSLXkM3gjj2nPu4iVMYbDlgMo7CvUU0CE83XnSBgdO7ct1rg858SEi93ZBmiujOEpKbJK/7gJabkhvbqYATT8G5Xqe8A1izxBmnncq7aw8bU4HxFP90n4gMOHSHMbue/XmIJKillsAbuxW6beaiLShda0O70w8IbPpW65GEWnVDlm3gjEzJ1qa/TVNn/IIuA5ha4h8227T9ylnquTvO+0ljqxhtrUp1s7xZExIG4kT3KHFwsBINNOYoOJyY0oMxsORnYvsffxxHrj3Pr7+ne/wm//kX3LbrQd47KEHue3wQXYMSkqxFMZHfbuLHQgI3Itp5DKlwEvwVjMSzvVRE5wFvEuSQ+ynEXyt0fW5YGxgc1xz+uR7PP/qMV4+foLDhw7yf/tPf56j+/cwxEf12hbhYOvgXFFai9N0qlJUWXqHEI6oVjyu9ogJiVdbpKzk5wg1zEu+Xs0SJ7frLG5OW0IQ7EXBazQnQKmeDMzap4kx0nZ5c2LT/TrATkO3+pJLVjqHkRaLdNvohYHGPmRj6cxFl4HS7H5ytkLxXMHo8rYklJvaX039TkyA7/TSxMHbEOWGU0VcOG7eu4paPeeu1Tz57At84qMPctO+3Ui1hargncOYiEkltRC8HoMNss29+H6uDzXxMeRpayIBat5GDk1aIV567yclAjrfNFdP1dNReWXlmjigKQb2pLtPz/KepNM8++fJdAz/5Bmf87EREYE2HH0fAaR6JG9DW+eCcPk2PihX3UUA69IBbevKCEeun+/MU9N+21bTQc+kZJihnnb8+dUbf//KiW9PWMzhRUlE0hMONYgvpUUCIpFxaTI+x15J9DkTwDusq5nDcPPSDId+/DP80CP38K3vP80f/snXeH7vMvd95B5uO3ITexbmGfi1EBdjASyIRzXkePPeoBSoxpBREx0nJHghaQy9DMsjqFrUWCoxXLi6zskz53nxtTc4c+ESN+7bzX/2Ez/KzUcOUorBmBp8sOfkqhqJMUQ2JkvVfPISEvQ+S4iaiFRbT8oY31mAWM22Rw8A3aSoidxLz7JDg7CzXQPaVYmHcrmatR2jaX5poy7KCUCDPSJM53YbQ+uWnQeFNu1oDultuXxvuJ5th6x/3Rct8UpnXwVX6MgIiaIaZ0fTqFpVs/HJlgaIItK6FDRqUjWIN4TsE4EBKfDUo3X27dvP7tWakxeucvf6CFw40qSqBS8WdQ6xBT6cct9IVkY94n10vn9/14ea+DSXMskltxDYKdhwMdICzXY4rLkadUhEhaoTklS3P4mYZH3JbyRyeP12tbu9JgI2m4H2NnmXhmbvkiPBdH6k467bz4KtiZilunLCmX3fQTQ58VQmjuJud2a3D9vNZW86Jl53iHZO+CYmtm2v14cWQfnO8/yaXKb0jTZccDgF1YPUlN5w8+5dHPrsZznx3lmef+k1vvHNb/Dszpe4/+67uOfWm1ia24H1Y6yrAYd4xbiKwjuMjDHGUqhHas9QLfN2EI+KUNQ7VAS1JZUpubi6wetvn+LV199gfX2dG/bv4xNf/BS3HtrPLGPEB+cJVHCuDvPViWHZduidOQjvmzSa7Ys0H026mYj6G/CflnIlX/NuyzlRIxEEurbPyTQ48V5CPr1cguhAl6Qu912zE0/S/yDAZ7PFcsamKZEI8JRhkvDFhHJ6Ej017eV3GeOYGKbGA7GVKlU8iEWNoHUg6CbauYMtrtvvSjQERMsAjc41pQrrFy9TrW+wurrOxZVrnLs0w565WTaNcHl1latXL3HjDUeYH85iEyNEIIhGDM5X0ydhyvWhJj6NwwFpdjXfJanUFNSrXTNPszItcelnlk7PaarvEqRYoOvqnF0dYE0qpX675FJH7CeQ5JN80+QxPV3bVt87blrb0nknsfHpBHzKnGS9S03JRJk0x1PIQX+eeuPotLDtu+6YgB/IREzf7OnhFE+z612J0ZfgUeeMx4tpUvqUXhlQcO8Nh7lp335OXbnMyyeO861nvssTTz3Now/ew6MP3MPCcA71jloUJ2AMFD56lqkJRMkbnLdUWmIKwTkP1nDu6gpPPPV1jp08w+7lXdx2yy3ccvgA+3fMsWNgkHo9TkokG1FtIiJtTNA285TPa/5C+9g3MSl9PkNzJiVjl6aqstt3kwRhCgeS+JWsP90d08J0/qztWzfup9PpHpR06tX8SdY/SYSn4+Td63Lu6ZZJJ7TjyL9q8JoE4t2MS4N3bZOXTj3GQK2xnBiwIRAZ9cEdXgL/LLQEfGyFlY1N1lY2sVZYWpxj7+69fOLhJfYdvcq/+sMv89bbJ5hxjisLi3z/tdcY7FjizePH+aGPCctzCxzYs4cdM8NwEjDClqtRM7m+210fauLTQmFmVm+QQirTamb7rtgTWQg6orGfis1SnE3TRDLoSbeK8E6aH6o0ko70ALhnnWxAMOlnJXNyyLvaVbuFt8FJawrn33alpdGdeVLo2VIalUaTFbsX+DoBZ5ohnYbFbEa13VT3vQ/zq9USTvLn2/pxXJd2JJiZfNr9kflobVOfQIj0t133XBWCuiMSkLlSuOXQXg4e2s09d97OE9/6Pr/7b77CE08/z0cefIBybpa10YjvnnqPLYkWFIVwskLJVQcvXbjK7n27AlIBnnnmGV545kUOLs/xhR/+GDffsJ89i/OIrxCtsWqhsKDgqwpEsCbYarybdKGfnPopSCRn/aNirBPXnKNPyRiHjJnplk/1ae/7Xu+i80j+Xa7CToRh0vEoka62L+Gm5649wWC2sNYjW+FfA9NCwxpqIjDaLd5QyXyr+VYK6oBjF8Z987L9lySgUDQwJ97VWGNx6qmCLi3ArNMmnsgHjhXjDIUX3jhxknMbG7x+4jQDU/Dpxx5jWFiGc3Ms7Kh4+KEHOH/+ImevrXHm2hrPHjvLw588yDVvefatk8wI7BoucHh5F4/c+xHOXDrPmYvnuOnGQ7zf60NNfNqswWSYNAP0DksWAaDDsXUj/lMNrWNRQpgd2aGHtFPzOTZN/2n7ktpPOzAZzROybvva3Z2ZiYbWBtStPvxskV9nDPGZSRZ36XW9Q3B67qyJwDX9zoaXfd8SxmxD0/nZxTqdCraVRzL0klfWXc9p9f1grxvt1jplXF0kIk25fP4DyxOQkVUQYgApSU8vgUuVgtI7xMPt+5e54Wd+nEcefpDf/YMn+P/8s3/Le6s1I2BTYAuLMUpRGBzh29Wx50v//F/z/x5XzFlYXhhw7y2H+Kmf+BwP3naUHQMo6i3ErWOKcDhdXY+wtsRXSdoJ3XY+nAdkiyKmyMkH/YPmLZ+jqBrTbAXTond4qYycaJqz7lq0xTSVbKBZsneSZjeVVTIppl3R/PtUeVJ7dYnRdhJQ4pu0BxRdySwfX+dpMyf5/s/HwuQ3tPOY0ua0liltiGJTR1ZnIQYN56xTa8gRaERiItrQmZCBItbj4cYDB9ltLZec8M1vfYf3zl/h4QfuY3nfMk9857s89NGHGZSz/Mm3vsPq1ojZpQV8uQB2jlfeegejnjtuvJlxDUs7z/Ld555lpCOW9+7i/V4fauLTQZZpMaR93o36n8RUErPtTtQav0nSQV4k2SiSZ067XeL7eNueQ9npYNZA3rfwLLSVI/BemXzMzXhjKpkMMQq5U0R43j2SuPV2oykbkURfvZar8bKdk6vNpo1zMptC1hntfj85xvaS5uM+Yuxt9kZ1+X4dPhNS3O71FA6gf4/GBJ0pXojm/CA1oFH9ob7CqqFQ0K015i3cd2SZvf/Rz7Dzq9/i9//0Zc6ub7BeCY4BDo9YQ13VDK0gTlmrlMVywP59u/ipH7mf/+CTD7FnaDHjNUytWGvwWlDVMRjQAuKwRUBA4dgFhy0KfB2OlWgQ7PXmYeqUNGgy+7aVeifrbNemi8szZC7aOLw0NqKGycsYK80ed2rVRkMwGbMjzbfJ266tIxHFHNbaP+1P7YwNMeTOBxLbSvlBulDYPRKicajoEe5Ga0MKGYBWEmsZnW7EFzivbI430bLAlCXGKdZFF2l8sBU28xhUcwtlycbWFsfeOM7FdcfK5jU2Xn2dxdNzvHn6AvsPX2Tn3C7K2SVqt8KGE776x08gXiiHluFwljfPnGNlxxLHTp/gyrUNHr7/DorhAu/3+lATnzwwT6TlriI2ygvSLHNPZ93x+mnucmQnPUQUv0sZhbPN0SD02IcG7DN2ObXTpu/apq3cAaBpvjU+ThUIJBtHZ1ySQXpGgFJFE7as/Hf2bdZgY3tKc55Ucw0F7Hcwe9d/PvV3+EAn+putZafSjDD2qtK8WHqmzZv2u+0pUfzTzlU4RiE8brwVtSW6oT1HcrkNedUs+AqjyqD23DA3wy/+xKe588YDvHb2Mn/49Js8+85lRhhqFzzp1NXsnBny6fvv5Z7Du3ng9iPce+th5hhh6w2sBDfZEAcaj11AwSdX3+AGbUycS1fTge+prP/ElDbjy3n/HFn3CVALJ/FtOqAsZ2Bod0lbq3YyBiSJPy1iK01kJEgzdK9ZvdoyWO1nkVkg8yNq+p5jgFyW6qsXCfM6DWQzCaUZnXYxSrc/7aNOdu4Eak19gYGwCIiEvksgUmPnOHn2DHZulhv2H6RwysAFh6ZaoDDg6pqyHOBQKuNBazDK0vwcu5YWuXp1i8vXxhx/9yIrI8/Xn32B3Tv3smUENQXLu3ZzvrqEemHPznkeeegevvfcy5xduUZde+ZnZ7jh0CFmZhenTMr060NNfHLEncw3LfffXkqbjbnzsK+b6jyaBllpMyQgTQRIItBrpHs5Quy6HIfvMlmpsefkbbaS20R6m2TgnVJnS4C6Gzyvvk8smSjbHYN0yk56LeWb+7qZEfLbjhv3lAJZHfl969DQfT7p2n79mton3ae5c0OfEHW44nirErIeKEnt1hZpkmxK+0K1Dq7TCtZXDLRmTzHkix+9lQc3b+Lchau8fuIczhSMnWJtcK9enBvyFz59P48d3cXAAu4a+Do6eyRVX5wLbQIQmo4HpN9y3x0vy75qKXvef9xaVrvrOtURh5ZByRH/RFPJNhMzLHeJUwddZ7Cf0Do9UOjCcsuo9AqqZtCp2bMA57lE1lGnN032oalLtPJ2WgauJSpNP7X9Ps1TQksdYqchM3lpC7xzISBZQ+ydF4MWJbUY3j5xkh1Lu9g7u4jF4d0YRVGvzA+GjEcVaqAO57NTzJbcevRGrm0Iy8tDrq1vYEaeerzCO1fWuVJBWZSsbozg3HnEWka1Q1RZXlhkeWHImYs1a86zZ/8OCgyvvfYm7/f6cBMf1cZpIOf2O6vYPolIPwFkFGMndlgD3amRDgz3iwdu13dfJChr4D6BehY6l9en7aMOoegTr7xMFqhnkIbdN42zgZ94J9n48jgEoFEzNo1n70z7dTMxrS2sh3hyHb9M6tQnD5PLVSzd2W0C9TrXFJdobR9sF1LSM/31rq4NqO9htR1BS2fKdDzq88LTPhSDGAs41FeI38SagnlrmDOeUh2Fj5E08YhULTzzc455uwmuRkzwaEJNtEvYCC/hWQ67eVRKO+0tUdiWWCcuvEvnmxnKCk6Zk6Z5MiflxjOy7zoQyvrO96nPCeK7hKLtS9hVSeLKa05ZALo4IScTaK98s98SoTQ9divuMTTvQtavdi/kbGOjnYEIvr3scdqf014grIIl2KfVh3deFcRQibCyPuK99y6BFpw7f4XhDXNsbawxVxYMrMGiVFUdmAcVCg9qDNVozIm332B9s0Zmh6yMKrQchoMAbYF4w9Wr69TecW69buZo8VrN+fdOc2jXTi5e2+T1M5cYV8rJd97l8tXLvN/rQ018GsTX0893pIrwMD6IkdjScopdgMyetTslbwqQnl2GTrmOLaTZK1ETnFOWzv5rjagdZNDQDc3u489OQe0gQLPNu26dcQvk9pweEe8JMu1vycadV5xvsoxoNlxkw/VNShZk7Xb62icVHclvAjPmDU1pIKM8E0yHdkCgBYztc1iYmDWimXtJf/sIOWMyHNQ+BLSGI7kBp+F4b9fOXzoMz0ZjuXqoY6oTUYXaQTxPCB/zzuXcSUJoPUliigY5Dr/X5/bN9MFnSDfHk81v7ZPw9rMcdprf2j4RbXJgNASldTWmU28XicehZxyPaK9M5zYRGmnu8z61qjftzk/cC7mKseV780nI2ppQN3YG3XmRVIapiAHKomA8GiNiERMOLfTWcurMOaSYZWHHHmaGQ46dOMWem27mq89+Hzse8+lHH2Xf4hKuGiHGxgMWLSPnKQdD9uzZy7PHXmV+75DVzQ2urK6FbtQ1Gyvr1KrUolAKzikFwmBmyNLiLIcP3cFLb53GesOli1d4ae0y+w/s4/1e/xcgPq3uNXHVmu5pkXdDTCQHeukAYqwk/JqGgCFDNlk9GcFLqiHJ1Bz9mKG+2kkyXXMjUOTlCePq2L01G2OHaGnnXd7v2MFenzJbSkaAGmSZI7NUb755c4Ia/0jsYI+/66i1JujMtBifbI765bq2oO349/6VIcs4ltZJPbOnpScK9AhJpy8aJU0FFWmC+foHjTc5Sj2Ax0g6KC4QDkMJKlQYKiM4sYgqpYMSpawNMIszc4ivogt8FcaQbDmAT32IAa+iUDTnrXUJRTMj/YVoX0yU70gskhdNZXt7p/fVZP6z5LjTVtlmro5SUA6bnaZNA12SMZnpHJ48ULVDHCXISi1YRzLT2JAS2WnbzVFEY8PLeJXGDpiTVc2dEboMTK4C7exc1QxCtRmleKjritJYaoTKe3RQcOHaNb721LdZ2nOEB+6+Dx1XvPLWtzF7X2FrZoZTJ9/hrpU1ds7voDRD1AjOVXgFb0pELHfdfhvPv3qCnfuW2fKWK+vrqMZUSwKmKMOBhR5EHYagDl5Zv8ZLr26wtrqOoGzUip+dY3ZpETjD+7k+3MQnMXdMbqrEYTdcTA95N99PrbT/c4ICTbYlvd/b1Nz0ZcpGzgPRGiTfUIH30dd+1zIDZtdjr/9tjkm69XcJNK0KQdKmjTXIlPanXLLN/fS4qmnjnnzWz06+/XxN649OXeJOc9cdVIjyzltMcXYNkUsloymmiCTKRwKhojgMlToqEWppka9RwcYzisR7VEN2A4yEzNM+JCoNSNp3mCPprWV7937mZ5JQtFfOTOnk/ZTve9h32m12+Q7nn1rUaWuh2btOX/rl4sdZ+Um7UQ7o7W3as9PeTdp4tF9k22/zOdt2RWJ/TXBfDMHBRYnHcHV1jTdPXeXK8Wtc2nQc2ruXTV/w0stvcNtdt6FScuLdM9yy/xA2clNbCsffO8XmpmP//kPsmJ3hobtu43vH3qUagYiy5R3WCuo9VDWFKai9UophiGfvziUO7N/D7/2bb7Jae6QsqJxjrVLOnP/3Re3WM2D2MxPI9bjitEH7rrPalWQS19pc4psy0OWqUtYBocvJh1Q6DQpKFXWkpcZELO2zjvSRxiSZ/rtPvzp2m2aQdHuaync3RJ6XrTsl2kPqmm2arsQmjX4pn5MJE3VWZ8MTT7QV98oPpmYf+OpmVW6lxlwa1WYNE2rI5aLGtTeWDSehQjoMvM2R1zYVDl4Ll/EgOMS4EKBqBMaCo8ZL4MLVK06DJCMGLDUlNUrVcOvYeDyhhtxeQnS7z6TUdCZMK+j20Ny0+Z0ioUz9aBtpapLwZBLAhPqpmZWOpKJxnZJzTt+cS7bXOqrEKfRnqgREWumOszRtyqmWEUzya5B4+nJtqNBE3BE8IDMil/WmLwFBezpRV3cR/mM02rQj/Hnnw7EZIngfmJ6ra2POj+FPnnmJ5Z3zLC8scOXyKlfPXmFuMM/65phxrcyXA5yr2Ki2ePbYG5y/sEopb/KjP/QQNxw4wHdePc6li1fwUZFURd3nIAayCspwOGD3zBA3dgxn5hkuzbN+doXB4gx7FxeQ0SZ7l3fCqYu8n+vDTXwgLk5EBpmU0IrE0kHeLc7sbqAEKSLJdTaI5wCGYNBtPG0lAXSAsICWpEU6QOMQILSeT7GwSKs0QLO2835L67MksZ8tQmsRpcmAtn1Hs4E6Y0faOlO7cc5ahwiJc6YtB9/Um2cjTsOR9neGwFNqkAkd+NTF0OxdFzl1d6vPpvE6KK/DLPTLtcQn2eI0+U2LoNRIIXh1OOcoTXK3sChB154IkZd0HHYLLx26nRPi5s6ENDzYcLaPMeAdWtf4aozxMGSMERBj8RqSUmpM6GkkX36lsyYkST9kGg5vTWw1IrIopWsERIEQbBoN2AnxNbnuckScD6TH+LXvukxNYzfR1ousXYnccds3q9LSbE847iKDLE2xPNLpS3e+uw4KDTJPp5wYUPHtYQtCUH/GOoMTk49JM03wxPM22nodXtIJoBbrhcIHT0YvSh1PwjVZu60GInP+iDDUEuNQZ5gFi/EG0ZoQruxRW7DlHKVYfO0YDAcMKDmwewG/JWwIXNzY4tLaOgM89Vtvc2Bpgd2Lu6iqCmaG1HXNwrDk7luPcuz087x99gwLB5a54/Y72L/vAG+duRqSg1rBq8GrEHJheEorDAuhLAzX1ipefOMMG1uehUFJtbnBrj07OXToMHffeiN/8Nz783j7cBOfhP8le9DAfldCkAwwc8TcALq2BARonAoklU3t5d8k1VOHL45t0H6fI1yhp5bJ+5N/l3FiffVJNxi161TR8lZtn1NdKb1Qor1d5J4Tb0U6RlhpkVE2wk47E3yd5q+6z7sounPfSktdHrHLQ9Lv/ERfJvsZ6++USyo3CfmwnIOiwGuNq2uKMqg68AEBNDOpJi5sQheS/U1SkNA69MZ1j6gkMTFiS6gqzGAWb6CqFa+tKtOZiJDjMdyJA+8T7D58KCGjQbNiEolOzMCACmIttatD7Ii1wfnBu5YgTcBjfrUEvJENsz4EnqP/XXetNCNqzbzFcl0WJDFEbd3JnpJDSdumZPUyQfDSflJyD9UpXELqn7QqQOMFn2yZ6VSQRLBQRDwaPeRMaqfDgcSxSfubzlz5eOZVOlQiBawanHPMzA4Yj2vKoqSua+YKy91Hj7C4OubUyipnVmuujUfcePgg586dY0DBVqW8cuxNuO1GFuYGWPXctG8fO3fNUZ1f49k33uTS+hZzc0uU5RCqzZDZxVoMisdTFoIRxVUjNv2IvYdv4OLVVcabY6SumB8MeOetd5gxN/LCa2/wfq8PNfFp17B142zhqEVkbZnuVphM/t0iizymxMdgwbzdHPcFwMuJRkasyAifJBN6TuSy8UimfkvtR/ap61yg9Dn/nP5OZJNuxtptdBLBt1JMIM7aDFQhi2fKS+fEblIaaYfTV99dv2xoYHoGiqzkD3w+LZHq5JcetEKLgpETtIaZwSwQ8maFdAEexGEIRteOsUu756W2BHvymZGA9Lx61CliDVtVzSYzjO0QbwucGpyvKaQE8diiRCgQDWf8tNirRxy0O772bSA8LfQpWiuFMYzE4otBQDiMMb4ieNGZLkUhR5LR43Mbddw0JwbNOpfS1gg0zjaNa7dkUxv/o9olQM20t7spI0It8e4QJghu69GJIajTg+tygw1UGk9FH2sOzILDqo0OJlAbbdRTXoRaBMHE5J0Wg0G9a3Ijahp/1qdGM5I5GwWVqQfG1GJwUoC3WPUUWlFvrFIMZxhrxdiNObC8wM987jGefv0ET75yjAtXA7OypTC2Q+rZeVZUuHD2LGcvvMfnf+QxdszNMKw9e2Znue3gEiolV1bWOH3hCiNfkdz4JDFWBsSYeGpLzY4dM7jRCqsbV7nrIzfxzPOvo24LZ+DYO6ep3bQM5tOvDzXxSVx6uOtmA2g4o56+OwF0+N1KBWnndhwTMsAxOcLvqaW6jOh2CDE2IXRcwzU9mxhXVmfb2V4R7X/YovUMN+aSW2tqidxjz3ttgiZ0Wcvtx0ZONHpdbdnQplPvNxP1VGeCpv95B9O9TBCsbrLINB4hhxUV4cJI+dOX3mZrfY1PPHAXh3YMsOpCVHlUuTkhHHmgW6AWCASibZ/efe+ZArqFkaJ9awsuboy5uLpJrUJtCgShiF6ToYeOcOaQ68Bb6w4s9McYptzGUr7RQAeEL3gxbInh7IUVhoOS/XMDZuNZPV2nAM3qlGwN+tfkmHXKNPRBqXPkQtyTnTa1Xe22ql4/tFGidnuq7Rchw3PwHsvzQmrM3ReEGIOGBEexLSV4DvrGq854MEaaXHGBfgWJVHyr2m4xU28KmnazcamksK6gjjQpk3VgNUtrQSzjcYXakjPnz1ONx+zbt58H7jzK3M5FTl17ksvnxpw5dwkrBRdHNa+fPc+hxVnWVy5wYW2L4XCRcV1zZM8+bjhyK3/wzadY9VsUC0uMMUghSF2RpGSR6HjgwRlhvfbMD0puvekmFmbm2fHW2wxmF9islGurq2yOHe/3+lATH42bKo/J6TsQQELwfeRFRuUhP6Kgrad9kPBnIxU0wQTasZ+0+DWPZclsMzlX1xDPjHD22s2JYysVxXeSykwie9PhB9NY82/T3IQ2mrH1nAZIvYsIvOtI0Z/vdoDtFE+xziSKS5rZPoGZvJIEk9vKlHzgOYGZ1qcetswlFwknib51foXf+IPvcf78FWZ3LrP3gRspBcQrgfhYnBg8FSXbH0mw/ZWcFOrAzUuBq8b44Qxf+9Pv8fqJcw3SDcgvHq2AQ6SOI2hT9jRjmwLzKKim4wcdGo+bV7FNIHJNwfNvvcO/+soLHDy4g7/wow9z06LFaItAJj21pAdr04lU97s2p0dfHdfkd45g35yS22F02o018TpjLLqemSl/m4llfXQGiE/jQW1oSFUTHEKi80hWtTbJfl1kNl2MlaFRSzVQp4KJZxf4JJkJJA3fNGapIZA9EBUFI6HPDmVcBxf7QgxblefKtTVePv4mt22OuP/2OzBas7xjlvKSYeQNm86xce4iFy5e4NKeBRZkzPdefYutWw2bV1YYUHDHHbfztW9/n0vrNUVZomWB8+OwNukMBlVq5zBqqK3l3MqYa1sX2HKCqUHMkFtuvJlrq2tsbWyyKdU2jMnk9aEmPg3iz59MQZJ9FNEkC9Uux0VOoCa42IzCIMHnPSMWOvGtoXO0QQfKpFU75M33Np2hZc/CvomQ3HwnJPjuB77mOLmJ3G7Kpk3addKgaSMbf4cYZnOWxQlNijr5fWq0h0wyJJna0zif03F6lyinjTsB6I0tZtq13XNBTGBlNscON4Idc0NK8Yg0gTJRwhngKDDMZMlj3+dui0gwqIYcqGKHBQicPHWarY0qHHsgDsVhgVJgaFPOtvCvezJofEZAlJLlMwvwVIMEw7UXG9fXQIwZeeXtU3z9lfc4emmNx+6/jaM79sdgV9/peJKWwHekie7YujCo0WA/fT+l23RvYnaDFt67MkN8npiOvFxkglR9+1Xjqh0lx1gw9Egb5wJiD322zilH3zSFWXM+TuyLRXGJAdR4xHnMPNEuU+5EkcmqnbE0MhYOG8qrYqgQFGMtRg3eKXXlqNRy+uoWV944yZ59N3D89FkQZWAL3GYFUuKxbPiat8+vMARW1t+m9jPI1oiFQrjbWnbv2sWJq++ysnYt2ABV2+VRSNOk4qm9wVOwvuU4/s55BmIoEF547VhwZlhaYIxnbWPE+7k+1MSnXdtpMTwROCWW7Hvn9BnGVE/zOnlsZdxceqYt0cv7EKsFaQG46UQiiqlUxMkNxxefS6fSWEeGd1tiIe078jpSoYwwS0Z4psxXd156XoPtrsnK6eT8TZvP3tywXZttFU3dkwWDV1qYSm0GPCnj9Ihlr/ZJIggJ0e7asciBXTtZqFc4sm8J70YoGvwLqBCNhwSLAYqAzH7QmCcmL8TkiDVUzoFT6gJuuukIw5cvYWqPujHqFLVh5xtJkoNtiT3tX81/a9a+alTb+UA4tbX8qVdMaTlw5AhGXsHMDJhdXIr1+wZRt2NpYXi7q+98kMP69Llp6Xpjv8mLN/xJl/B0TwWNrfh2f2mC/2ZWEvwHpxCJxCFPW6VRiRYdqhsiXhOlUAkMppPWHmTjHAfilQiMb/ZQNxtD7rqdQ2nOUAkeQy2WGsXgYrB6OCbBeTCmZGFhjuXlfWyNod70nF1ZZ7i0i3PnjiHOhcMIsagxOC+sA87C+Q3HubUthnXNtfE675w9z+WrV6jGNbK5iVGP1kHqNRhSMKzYwI/UzmHNALCMXU1RWBZ2LrEwP8u5c+ew1Qjv3r/a7f0fuA186Utf4v7772dpaYmlpSUef/xx/uAP/qB5/5//5/95VDe1/x577LFOHaPRiL/yV/4Ke/bsYX5+np/6qZ/i9OnTH6QbU642mnniTdpMjWeSNv+6lyccWhXKmEg88mwGDXclbdyOJIONpqO1feYhF/9pqDtxym3qR41IIrad+hbvEwKh6bNvCGQ7DjL9ddue6dSnnXG33LqPBmyftZHa3I6rzzeLNvV0f/+gd9Oe5dW263X9795v3dMIT3u1OdGUmUHBwf27wSi+LKmMoTYS8XaF1TGl1E3WL4/p/FOxeDHUGlwTHIKTgFQcIYB0JAPGFHgzoDZDnBlyw+EjlIPQUxsJqyJQFFH9EyZHIw0K9nHFqY+qn4jKTFT5GAn/CKl3GllGIgSoor7m/nvvZVAI+3YP2LtzAaNVBg+5FD1tPTL4bt71r97+03ikd/O7he0GxvFRisnqbfZxuNJeSt/TuL1nz5r6gg+a1RQ7k3omeDwOh4/2NBGP1lVIb+QVG12wRaDCUYswNgaN6mTjHVZ9WDN1qNZATWJQg1+GToKhRoLpCSquxCMgXF5b4/TFC1xYW2OjCmSooMAg1K6mrrY4tGcHP/eFH2V0dY2vfeu7HH/3DItLcywvzLNkLQNqrPeglmIwZOSgUuXK6jU2qk3Or6/x7BvH8Ua48eAybr1mzpYMS4tg8WoRBuHexUiEItiiRGoMDmvglptuorQFdV1z6dIKm+N66h6bdn0gyefw4cP8rb/1t7jtttsA+K3f+i1++qd/mmeffZZ77rkHgB//8R/nH/7Df9h8MxgMOnX80i/9Er//+7/P7/zO77C8vMwv//Iv8xM/8RM8/fTTWGs/SHfIVzQxln1JJNcaSfpN4qCmcGXp28QURdrivMfYYHr23uPERADyHZVXKQbnHSmVfTcYNQf8bg62VtjQyNG3UliHAEbuNklIkm2mhlhIKpkTiv4cdTmujhTVtNm20YoZSTprC08S8v6VdluqEKap66YLEd262wO+tiMovQW/Tn255lBcUFkszpcszB/gcg2y6Sk0+C8VVU0pBWpLvFdKY0EkavwNIopItLEIFLYMEmf8HdoKUo9KTFmpHodhLAOW9uxHyiIEnhqhEKX2hsorDAbUdsioGATkKeDjeQCKR7BBskkOVBqcfSWe46LUeHGoKVAX7AbGBuJYWsPh/SU7Z0pmy+il1ayNZjPWnedG4Nb+zURRyGBZ+7/TUjX7soVz7cFtWPqWMCdHhBgPmfWzjSnKwdpk9YTknIFoe/FR7epxtacoSpwP6k0VQb1iS8vYObacQ8oS9WC9ZyCG2jucWJwJx6ir+oyBS/1sx61Nf5IDf5oDwanHGOH85SucfPc9di3t5CM33cS+HTsQ7xgMC1xdMVDlzv07+Jkf/Ti/97Xv8dprx9h34CCzMwu4WtGVTTZ8ON6wqsIcFYVh396dsLHBu5fGHHvvHFoMuf3mW6j1Lc5dW6UwlhE+wLKkwNqYascK1nu8dxgjrFcV712+wHg0YhOPL0KaQt6n8POBiM9P/uRPdn7/+q//Ol/60pf49re/3RCf4XDIgQMHpn5/7do1fuM3foPf/u3f5nOf+xwA//gf/2OOHDnCH/3RH/FjP/ZjH6Q7NKqFDhZJyL5rE+jmMovqClWSSbZXcUbEwrfWCM45jBRYG6OxTWwuEgt1NWoEI9mm6vcvXmljmMwg3/Y5EdXWEUGklZYkvWmkom65hOxTDc0j6ar9mr7kFFHaYNmgqoHcoaOZy4a4S9NeW7Y/m60uv6knrzN9M4VY9KWvH0TmUoR640HLtD5FVJCtjXiHbo6YLz2r62t89ZtP4UY1hw/sxmgIJDTqqRVKK1it8d7hfXQ8EEUwjSQ8KAdhzNqS5jZ2KzhOqHNgLasyw8sXKzZrQ60OdWBsgRYDaq25vLrOd194mYs7PAXhbB4AY2yj0ZXIWVkxWGPC6aXR7RdciF3CMLAF1gt4h7MF6+UM+5aEWanxo3Vk0JupKRoF2e55ZJImZ7ud78m6W9mqPWsnxUjlZdtooMbG00hERJ6rKdEg+dxzzhKKu1giZKaIIkdEqGILKjV4KdHSgnNYPFVVsbK6ymvvnGZ+aQdHD99IiaFWxRUlm95TAQOEMnNTb4lf7oeXekmHGa3VY8qSxYU5brn5FlZcyZPffYGXT5znpz73KQ7snEfrUbALViNmxHPv0X1cevxBvvfK65RWOXT4MCtrm1y4uhZxW+t9NzswHLlhP4uDgpffvcD5c5exbkyNRWwgBcZaVEIKJxvDCBIrYI1hYMKxCpVXpDC8dfpdvCjVdM7xutef2ebjnONf/It/wfr6Oo8//njz/Otf/zr79u1j586dfOpTn+LXf/3X2bcvZDp9+umnqaqKL3zhC035Q4cOce+99/Lkk09uS3xGoxGjUWvEWllZ6bzPPbZISfu25Xoj8DaoIMWwdAlDAzI+ArMx2LjpK++DZ4sRah+izksTkExIgUFUy02TPIRM8952NIfMJCFlkkaTZaDJgZZv5F7Kj4zxl+hqM43Etkg4JYbpqSNTH/Km2nQNU162CGRarNH0S2kdP3p9nGpE0t5cTSMs7fxtbwPK+xsQ0PIs/EefuZ/18YiqGvPG8ZNsXTnLnXd8hIVhgVXHwBrceIRVxalSQyQwKf6m1e17dfFdxgaIUDnfpEpRW3DixHn+6BsvcW1dQ1YDoNYQ9Dk0SiHKwMAQxajDV0rt6mZUPgadtMg4+ripoaKIBMqBGFztwSkb62ucOnuJud1L3H30EPNlydbaNXR5Mc571+Ggvd1OztUpv7aRhjpEqIWnQNQSHPaJU9fRRuNJrImJy9vLmc4Wzad2Y4BwszW10YBUlUeLktWxRwclG2PHggjzEuZ9ZlCyuLTI6bMX2LljL7M7duC8Y62qOX72LBeuXuGhj9zJYmFD/j5NqkiJxLHTm0a20zQGEdY2N5FyhtWVTQ4cvpXd5zZ46bVXke88w+c/8SgL6rD1mF2Ls5S2ph7XHNi/n5s3x5w6e45KPYdvvpGrI8/p85eawGaAytW8eeId5oqCjbri2uaYQmH03vkAr0bw1gaVs1aomqj5EcLR7D7YvKzgnTIQw7hyWGuRBOfvd9vzZyA+L774Io8//jhbW1ssLCzwe7/3e9x9990AfPGLX+Qv/IW/wNGjR3n77bf563/9r/OjP/qjPP300wyHQ86ePctgMGDXrl2dOvfv38/Zs2e3bfNv/s2/ya/92q9dt1+J2+lw9ttwvIEh7aam6fJgGRKNG9k7DzbkVDJFgbEFztXYwqLOUTnPwBSIdz0VlpKs0qGNhJybhvJWu6g01pNXNflNdithHhIh6b7eBjCkfd/87XkK5uimOTq8kR6zqqT9KhNC8wFltWrvWRhXNxC4rf86whETA5O2hW4ftt8ZYj07FgoW5ucxdgdguO/IMtfW1nnn9Cl2Lu7j4L69WJTZskBcBcaixjawotq2YeLzPPt2+q/zBlMMqBUqtWwOd+CeeJ2aMcEKYTGmpFCH1Zods0s88JFbuX/fICQXRUPsReq7So/QBZjzYnFS4FFqVyGUDMoB7505y5lzZ7nnvrvZu28v3lfMFZZ5UbQek8IXpttRderPjOxOFm3K5PDSqiTD3IU+504LDXM40Q3tSDSNzKNdyOpqGhJO8A2iD3PnGzWjNQWVDPjm977DiUurOFvww/feyYM37kfqcKzBTUeOUrmC5194mfFtt7F3/17eOneOf/3177G4axc33+yZH87h/VZjl/Id6SzxKH0CLDjvuXzlKuevbfLtF49xYqXi/Mjx3sqIU8+/zdWx49DiLLq+yicefoCDuxZ4450zfP3FN3nv2iZXNsY8e+wMywf2sOXGIVdg3ATGwtgpz712AjysjB1jBTMzYK2qMSLUo5pyEJixoNV1mCg/GW/xCL6IzI0JKXhEFeMFQ4FYi8dR+aq/YFOvD0x87rzzTp577jmuXr3K7/7u7/KX/tJf4oknnuDuu+/mL/7Fv9iUu/fee3nkkUc4evQo/+bf/Bt+9md/dts6+1Ho/euv/bW/xl/9q3+1+b2yssKRI0ciwObYafvN0rFhRM44T/uWe3Wlz5IaLMWvJ+7y7PnzrKyuM78wz57du5gbFPgqGNrESMMB51xd03jTp5a4TbQfGzMNpLadbAmF5I+bXSfNg367mRtuPu68j701yKWv/tU9VTQnKm35pB7JnmTCynRK2HmqdBcuqykf1/XZrXzht+PMPHiPGYRI7so5BlZZKmHXniUO7fwIb544wwsvvcHegwfYuTTDzvkBJQpaZV47mXKxHkNUqbYxX+l4MsXXY0o7pDSK9VWIuo+wqV6ptWYgYwqUgcCMVQoTXKaTgSOl9WkPQExILkm/Y4zGdCll4PjX1q6yb045cu9tIMJwEKqwvgreW1HVev25nJzbbfx9OuVy4nzdchMsRrKMSGBQJuAkSUXtMQt5gQbcxGfQElRjIbAzsJi1CpXCQ49+gn/+//pHXK4ci4MZ7ty/yEIhzBQFtRpuu+V2zp69zFf++I/5yf/w57i4MWZdHaUYjp04w/JdtzOnKbueZEQ3j89K/WzhujCW+bkFzp28wLm1EWcubbJVGsrSsuGUP3nxBIszBUd2zuJefwc2Rxy9+TYubxiOn1mBWUtt4PXTZ1mcn8UXgtYKEkKUr40BB6XYkFPQ1VTe4O0A9YpYYXNch4QeEahVPeoNJQbxwfTgfXBVLwtDRR2CdmM81eTabX99YOIzGAwah4NHHnmE733ve/z9v//3+Z//5/95ouzBgwc5evQob7wR8v0cOHCA8XjMlStXOtLP+fPn+cQnPrFtm8PhkOFwOPlCU+aB4IooJuknodkQAoLDaAiwC7Majpc1JrlcGtCYPDRGkAspwagHI1ivWEpWnPD1777AC2+d5p6PHOFHHr6PI7uXKTAoJVu+RkQpCVyVSBURroAWUcXlEYIIiwSRVZoYHsVE980El+Il5d7AqIvcU0hgGIp4QvBhMy0dl+w2v5XP5ifR6+hpFJFjm2c3/A5SXM5h9vnbPgeXX6F0IrMq0Uk2EkfJkIR2RJtcEmwlhvRGGyLSba9LO5MaNnqIJYK83d6wBVQVYgcEPF1hCkHqMQNjufuOm7m8tsm7589xdvMKq3Oz7JydY+f8PEURkoOSp0eyXcLYsU+YkDKl9iPswFAWQiGB8KlAYW1Qu8X5D95bgfAIScJJ9CZzm0/xW7EpE33sQnxSsF8szBUsMIMTH5wOxusYifYQ5wJSIpOgOtPcEy20ZYY6cDMBEtr7PfVH9/teudY2ot3+xPo7+eE6BCq5b2uwZajBqsUF30OKyNGPVTGFofSO3WXBjzx6G//7944hAwnaDQUcDI1idczD93+Elc013nr3HCdPnuKGgwc4deYSb25t8vjtN2FscJNOPngikgWbupA/QAXEBK+3KJEtLczx6IN3sbx3L2+/d4k3zl3m1TPnKaRkrRqzVo05fmGVM5deZFzBzVdGOCwjI1RjTyVK7eHq2gZoWM46TpNXMKagUsB7xJiQdDQZDjMJLaP1RKVyVMEphRVwQl2PsdKq3BRtpbz3cX0gV+tpl6p27DH5denSJU6dOsXBgwcBePjhhynLkq9+9atNmTNnzvDSSy9dl/hsd4kJJz1aFElR2RoSAOJAfUrcoYGCq+Ap2ao8Y1WubGxyZWMjuDM6G0RLH5MvEgiblQC0iA/5nAYLDPYe5UxVcvzSGptOGY8qrBlw/toWr717ntMbG6w6qL1EbrZCvIvVGqxKQ9gciot7ulCJbtgauFCvMV1HIhg+pHtRR8p3FUdPu2Pbf62UFFxNQ8CkI7mVq/eYJmtzMLqGuQrfa3ThNSQiH74VtOHSk1pOElHp/PNNHfnxLF03WkcgnNHFVhRvNJx9k9fV+KL6tMjx/npu2W7b9yI0ziKN1GgE6x2FjjFaoerwhQmY2W+ye165+5Z9HD24BxTOnr/MO6fPcXVlAy+W2odR1D64P3uNTtDi8FrhqVCjITO2EZAaLz6ebJrUaCEQVIQYbCgUxjRwYeLc29j/kJkjZkJI7vWNI00DTRH0JCKUGqM11GOsJJtHYN5aJqVlEqbOXwoHaOazN/+NC3/mxq+Zajwhu+Q0lN/TXVfJ6pPMRhetrM3f1K/EkKb844lAeQk4wvoC6xWjNdYH6cMXgqdi4DbZ5Tb5zH138pHDO9mxYx4tLJ4S1QLjKoZund2zsP/gAV587RiHD9zAD3/8MQ4uL3HjgT2U1BgfpVRtXAtCWh6vkVGpcVojlOFobOLe1DG7C8ejR/fwMx+7l5/9kUc5vGORQzsXWV5awBihAq7VcK0wfP/kSV4+c5ZNMYwxOG9QFWoHzgteA/4wIXIHtEa1wqvDa/DUbdZRtFEgSdxeyU4ZnNED8Y7ZdiLuctS45n/RCvq+rg8k+fzqr/4qX/ziFzly5Airq6v8zu/8Dl//+tf58pe/zNraGv/df/ff8XM/93McPHiQEydO8Ku/+qvs2bOHP//n/zwAO3bs4Bd/8Rf55V/+ZZaXl9m9eze/8iu/wn333dd4v32QS9RRuRB4JWaAd1BYg7rgBGCtYaseYwcFNTDWkmsbnm9992UO3nQTJ959jwtn3+NTD9/PA0d3YHxFaW3whrGWqqoxpqQW4fLGOu9evMRlX7BVFtx5583cdeQgbmx58bUTPPzww5xavchXnvw+zsLNe3byiXs+ws175hhigBChjBcwQfaxEgK5rAGpPGItLlOZaYpU85HtEoc3HuO1cQEXNSFZZT4v0AaV9lWJEnJIacgYGBIBikWKGcajrcD1dz/JlR4Z06uZdJUVTh3Ingtgko1CMj+mKO2lk00FEB9SnExKKNfjqFIPu2WU/gRMu1JKFW2OxUZpPKFULKgJLs6E+Kkdc0NmZubY2qpYubbCu2fOcOFSwf59y8zNDhErOB9VLSGiNHrBBQZINDARQZqp0YZI0hB+AZL4K9aACVH4plG9RsQQudqg4glSEca0iLo/ftXMGaSnrps619Pmb3ItuufcXO875d+Z590OFLQLi638HJnJlJ6gkYwM3gRMa1WpncdaQ+022b9jlk/dexejapNrlbCEYWiD7WxGlNLV3HfrrZy6sMI7ly6z8/CNzBVDysEMlRqGKhS2wEf1Xu09VoIXYmLtRGzYvxpsxQ4JLtyFotSIEWqpGZmay5sjNmrAC8YJg8JS+eBEUvt86K3mpz8lkk1MKzzmjGpbfvucj4ndDC+TIvPPcpDjByI+586d4xd+4Rc4c+YMO3bs4P777+fLX/4yn//859nc3OTFF1/kH/2jf8TVq1c5ePAgn/nMZ/hn/+yfsbi42NTx9/7e36MoCn7+53+ezc1NPvvZz/Kbv/mbf4YYH8ImKwaoKYKBdzymrioKCZOhXsFYRs6wXjmeff11vvn9V7m4tsnuixXHT5+hdOvcf5+nspbS1NS1Q4uCK2sjCmuZHcyyNqr5yjNv8cSzr1IuDRmPxuydW2D/Aw/y7vnzvP32aepd+/j2Cy/ywulzbFXKxmbFD33sYUxR4MZVlNIcVizeKLUq4hQRF50WKrxYWkViWsTEUaYgjuAiGlQwVeBw1XSXPNkaoIGbVvWXqg3ErLCWysNYSpx1DKUOUpFmck20KXQAVpKev+/q3rwOXekAd9OT7G+RqQVpynYcneLz7nfTEGZLgJoap8YBkc1v+jbExuT1xtRfGDHBluc9vnaojiiLGcxcyWB2D7uXd3Lx4nnePP4mh4/cwPz8LDODIUYsPlNJKA68Z6BJTeqiGs2145Z0fENA0F6IxqCAJH1UkaVuigb3btFM8ohEzqvHSDfN5eScbTe/0+c1f67bVdsr02hJYzXTnDBSPVMzYmcfa+xjUgVNDAMlpR/K6wrpdEww78WEOIqlFkBrCh+8D2sMYjwLA8u9N9/IN59/gf/1j/+UB284wEfvvBkzsNTViEItS8Yway3ffOMkiwduYMeuvTz98svsXV7m4ZtuoBptRiZPMUYYjSuUClsGZsmqQXzQeITzjoRCLOornChjHOcvX+DStS0ub43ZUgNOQD2urpktCmaHJWsbm+SH8XXnLs7YD2TC3t+17bHrsY3G6+19XB+I+PzGb/zGtu9mZ2f5wz/8wx9Yx8zMDP/gH/wD/sE/+AcfpOmp18qWUqtjUAil1JTGU1hFvcOJofLCYG4n71y4zNMvHeMbL7/FW+dX2Lk0z/qZ93BaM0AwVFxau8SFzQ0O7t/LqUtX+L0//lNmZmb4wud+jJdfOc63Xj3O8fUtds0WHN2/hx3lkOPvneX1N9/m1PkzvDd8hePvvMuFDTh6+DD3P3Q3IlBYj5ea2ho8NWIsKmDtAFc5ikKo63W8OmbtDIXzQUKKWNxoMKO6yEVrE94etOxWfbSXtMDVxha1LuhNWiASTq8RP46SUMlGPaS0JeLWw3cSuLaWGKZafJOCpHtFRKJN17MA28SaxdwOsb8x2QkJPXeDYhPS2+66DjK97j7bpl6J0pO2pVRMsL24EMUuvqYsDWoM43qMlwJjBLUVh2/cw6EbduFq5eKFK7ha2bFzBwvz83g0qDgoKAVgBNSNeKpp3lIP1QXJS0PiypwAm+Q0EqhSUDf7Lnubqzqnu5pPIzBTZqrx+NxOMkp/G+t0ViKT4BsojM+lZ8Npvplcl9w7LiNVwQ04J0ZRWk0ec7lDc0pzJZpU1OncnQLRCusD8am1wKuAU7Y2rnHi1FlOnrvAuYvXeOjwUayH8ahiUJTBflI7brvpJn7/2Ju8dPIU9xy+kXdHwvdOnOLOGw+xUBQYD87XqFFGbsS582c4eHAPM0Vw3ZeoclWtsSoURhhTgfNYU3JkcYmPHtjJH715gc26phIJgcOqHD2wF7EFr5881aq1P4DN5f/XV+OE9D778KHO7fZ7X/su+3Yt8KnHHmLP3BA/2qAWWB+NqVUohvO8e/Yi6054b3XMa2dWYEa449aj7J4fsrQ0w417Fji0c56TZ87w3NPP8vFHPsZ4MMur726wtnGe4b7XOXX6Am9dXGNdCtzKJgNgsGsnX3/2WU6cuYYfFmycv8pG5amLgksrI55//lXGJ17hxj/3CWZsAWowhVCr4sVy8t3zvHv2IvffcZTluRms9WhN40IQCAyklDcGg1PbCLvpXJmOt1pzSaYbD9x8MsiG9CqEMzpkgFdlrYZjZy5x8w37mNVAYILaKa87R0Q9tUzrF5uVS+3FR9FuE9LUBLVjEKhS9uGcDw72JumrZ6QdQ958R02Yi3y9q0FHfeGruXwzP2oCOTQm2E6s95jC4NUxqjxSzkefgjEiSrW1SVmEmJpdOxa4fOkq7717mkFZsnvPHubm5wnZpZPaIhBfLwanEk4rzaXLwOB2BhloVTpbKokRvu27MTGfl48MjgGXbJhZXdfhTPPjJ4QpyCwtdaeaPjFqKpvenrYwktPNjsG7kZUzd/usSBv3I9HLSmlTXk+MKkpcUXqSQJ7ThFshxFc5QewAsRZhREXNu1dWubxaMbe0G2NKhniubWxwbW2LHfMFa6urjDbGvHHiJK++8iarI8/ozYrH7rqZu/ctY30V7FDGUkvByXOXWNi1g9mFQbRzBVV6sEdZnK+ofE05mEHVcnTfIX72c4e44P6YJ998B29DnJgTOH32DDPDmaiFeH8IPyPJE/D/g7yO+1dn32nave+f+H2oic9Tb7zHjQf2cM8DFfOz84zWKja2Nnjj1GlOnrnIY5/8Yc6cu8SV9Q0urK9TAzOF4Z5bjrB31gA1Nx7YxzsnTnBudYsVP+T5195h1+EbGYtlpYJvv/gmW7VydaxUNqheyv2LzO05wMunX+GKQj12XHv3Int3LjByW5y/co3DAzhy912IhtgM8QWIA2twMuClt87w/VdOsn//QfbMLDMjhtqPUePwIsErh+js0GDU4KgbFJTROaAzI20gnkQppStFSHNbeYuzA9QYnn79df7p11/lF37mR/nk0VlKHWfSVJ51IdbSgVvNUFWmV85ISjqgK3HDQbWkWXdyn7bknBCw7UScTu7eLX11QlcC2O4K+vZMUiRx4tE5QCSsQWQA8DVoOOPEiTA2Q94+eZlStjh6YJ6Zcog3A9QFA+5wIBw+vI/VtS2uXl7lwtkLlMOr7N69g8XFeZw3QIkKVFpSqyXE0Wfp+bN5NokGNxH5LtNeJqIViI8T2PQej2HWSDgSohHnrkd4UoUdatCZ/1w9qnlHA2bvlGtr7dbbpo0K/zXZN/mK5PXkbUqnbBpZFqSsuWoOUnLM0AONRD8lGI0u1licWCo75NSZi5QzQxb27mB+YYGiNGwBVyvHJpZSBpxfX+H19y5x9807OX7yHWZ8yWBhnnrRsnrxGu9e2eKpl99geb7kwOwMhQYPtPeubnB2vebw2LAsg5AlQ2pq0aD+M5EgypD1Gs5dvEIxFC5vCVeurSEm2HpcdGLY8sLW5mYkqnFG3g/x2KbI9rFd29UjzXr8Wa4PNfFhOMd7V1f57rFTXD7ieevVV8Earm1VvHz8HDtuvYxujbm6ssrhG/axdOpdZFhydWOTN46d5L2Ll9m/fy+KcurSNa5dXueGlYodlbBlFbu0wOmr19iqQkJBiVzxmQtXGFceb4cYG2IFvHOsro0Y+ZrCwNzCAnfecTe+dJy7doHRqGZ5xzwzxlI6GJqSYTnP4vwi3rlAVGxJZcAbEzLYWsVX4+ilVkBM5oevEa3AhKSVRoKqMcSTRG8nY0IOJmlzYIX0zAHjpxQtChh1rFwbMRyUWFHwLsb4hG/aU1rDFxFP94yMUwAwumknZB/StfvYdlArqVdM0R6s5jVwoaFt36t3Enmqeib221TJp6WY7cj774PEFXypgsoxpFlU0DHeVTCzwLVVz//2tRdZtBX/2c88QmljX1NglJR4b5mbX2R2dp6NrU1WVlY5f+E85y4IBw4eZjgsw+F0dshGDZU3OA1HJxgB54K6rTDCeDxmYzRijKUwJthymhMmA3GvVaiB2li+9p2XOXdxk//wz32MXUWSgpM7dFeNlpOJtLrd6YxswdT03ZmUoW3ZbsXJkQK6p5bGudKepDIhTdGWy3qqTXutR5vSwotEG0gntMs5bDnAqYSEoBJcPjYoWDcDVreUrz7/CpeqMZ/+5Mc4tPsQNyy/y5pd4+mTb7O8PM9SIVx1Q14/t4qfucC10YgFY1jd3GLuwH7mN2q2RmOOHX+Xq3cf4dD8LOJgdbPimTdP88aZVeZ3X+HgrmUKHD5KYWoMeINKyaoKb1+6yjeeeY3NkaCDOY5fvsZIFUY1RoITvYhQ+5iEdRu1W8JZaU7baQvzbyKHk5KfppALMokzPUFaRWdTX14m4pb/Q2w+/2e7rqyt4VF+/1vPsnf3ca5cuszM/CyrGyNGm55/+83v8GOffIyKq+xdWuSmmw5y4uxFnj32FsffepdNhJcvbFAUBXM7d7JWwb7ZJc5vjDi/ssFgdg5vYHW0DgJGPZVXLq9ssbZeYewQVLAeVAybI4cvADzHz57hpVNn4fY9PP3KG2hVcd+RA9x2aD91pcwUlj27ZzClYbMe4VzI7eQHwlgDYhlpxVwRUEZdjfEYCmsw4hB1eBngTEnhagYSYpGDXUdRsSjJPz9yRdYSEgYGV15RRQws71ziht2Gwwf3oXo+2BGavE4+416nX41qxEwvF/P/BqQnya3Wh+ImqB405IsPtflg0iiidNPUI51K6UpY037nVzeivveq+ZMOFfPioye3R+saUypihC31VGbISIbsmpnDlotU3lGWNmSZrhVN+bBiHwezQ/bMzTAa7WRlbYPX3jrBwuICy/v2MhgUyGCOWgqMFbwL0ea2sGhdUdcaNGdisEWJweNdHeLaknurCN6WeCkZVcJrx8/y1tsr/NQXH0dxTRhHM9CuvmTqZExGdCW1VrsW3U/7ZCxvoisJdUhfR7rpRnX1pax8ldt3eSSZaQokIqq0KmdbCKNqjBeLRdDaocWAl068yxPHTnP3A/fznvf88Wvn2Rg8z3/5xT/HgZ07+c7Jc3zl/DFWqk0euPEoz730Fq++cxZZXOKOhx7izvsHfPXbT/PCifeQYsjsoGRmxmBNAS4whYPZGQY793DqxePYt85x/403MDtnwukcKNRgpODaZs2fvPAK3zj2Hu9trrO26XFasKIOb2KEgQZVsPfBiVqpOvM/7ZpGEKR92WEi0tpO2yodyerf0b70oSY+a95DUbKyUbHi1pG6YLy+wsAKuxbmuLq2yT/9/a9RFJ6ZxbdxFtbXNjl+rWLVWbbMADN27B7OUJoBw3LIsXfeZd0ptbVsXV1jYX6OwrTIWgGMYcsJvg6HfwW1h0YCFZDrOxtb/KPvPMPhN2c5+dob3LJnkXtuvR1lwItvvMaJs+dYHVc8/9ZrLOmIRS3wtYdhwUbtWFldY+dMwayVgHSKGZy3iAl8uQPOb8GZ1REHZi1Hdy9gTch5ZQVslILaOJ6EfoMvtRhC31U5v7LB2MEbbx2n3C3s2znXuj5HBNoc5yxCiqhP5+uESyexRHoMIfs3hOhpn/LvSYx80yDtGIuJ7dipqZG2A/bMzVfa3xp/91U/E1823F6qI9ibkkuEKQTU41xNLY7h3CyHbtjBztIHaaScZUvDoV8hP2OIJ3FiUF/E3GseO2dZXphnfmkPFy9e4PU33sINL/HKsatsjStqDQls67pCfMhKLRYWF+eYH85SuBAvFix/HprjCUIKHe8qlmaW2LOjoLh5Np7A2sUsbSKQ9KxLuLvv+yrNjGz0JR2hQ5ymE6NIKCYyTUyRiMhVQK0HW36FkpoJYHkQdQK8LABSFDFKGeOmahdsqSfOXOVPXn6P0Y69XNjyrHrl+KVrnLy8yszsPFIpl6qKZ89cZHVkOH9pncrM8uaFa5y+eoXb9x1iMDfLeLOGoWF55yJH9sxzdN8BivEavnZc2xpx8sx7VEbZqjdZH20hS0sY8WilWAWMYeXaKl/+zlucGddclQBJQk0VfZCcUcR7rDeBOUuj24YQeLbbM13VZvN0G9VbN1PJ9CtnBN7P9aEmPs6WFMUsxiiro4qhNcFdsq45eMNhZoaW1157nY1K2RrVbI5rqrGirsJRgimwArWrOH/2DPOzcxSLS4xW11BTIHXF+sYmPnJRRpMYa1FrUa9UuMamYVSwLgD92BheO3uRM1ct1in3793Dzl3LFOK55/bbWL7hEOseFucLlgYwqJShKRjVFZVY6rpmyYLxNc5Yqtqg3lKWgpSWlZHjhRfe5ve++Qo/8/HbufemGxhaS1IY4epAIHwdvKa03aRKIqYhPfreHYt84ZMPMKMjrJnBeW3EcRqEMO3qIRjN7DUZchNCLqjQIWL8Eo3KRTTGpfgaTJDMQrT9NpJKXvc2Qlnu7TTpbt3T9DRSVOhfRH0Q1SI4H4h5UWKNxY/WWZpxXDr3Hl/75nn27t6F9zUClKWEMBsNEpAxBcaa4MGGwxiDYYAqVNWYp55+nv/9+1fYGgvWzITsFiZE4FsbGIj1zS0uXbrCubpCNEhZhYlcsxEqt8VgZo4ay+bqKotz8yzvPsDMYAiM2zWSVrXSl1ryZ9PUbtNhQDNkJd2yEQ6SfSaBxXQcOWV9phbMRNSsvY7CsPNd5vmmGuC6KKjrKhBrA4hh994DbPo3+NMX3kCdxxYD3r2wyj//2hN85LbbOHpkH8ffOMUrp1c4fnyF5bl5Du7bywtvvcvVjRHftydZnCuoRNna2uTUmQ3u2zVL7WCMxZSWtdVVzl66xMqWQ43FD2bYNAXj8YgZKRkKjAXM4gKH9s8zWq2Q2nBtc4uRq1tFRODkgDoe6D1NSt1+xd7PNTUzvbZrms/vn72VDzvxqRXvtsI5O0bxNsRMWOD0e2cwhWG1UqoaNjccThUvETlQYxgh1IxGIUv1tc01fGmprOCdZ2ALal+jNiJHAgTU3uONxOyvLuEsUNOYKYwI460tNmXInAucjbiKoVXmhpYdszsYOQ/GMygDh2uMZY6SzapiMD/Pgjgs8RwWX2AowI9QqyzNL7C8cydqC5YXF7jt4G4KBKLpWn2NNV1TPkTiKSambfGICWmHPnLzIXAVM1KhvgZSyp+W45FkYGxWQCc9ZBqGWbsP1AREqYoUA7wYvBI4Pu+wJqiRBAe+igTDMgnseUM97rzTbvh9PftrzkynZI+iIf5CxYV4EBP9CqVE1WG8Z2ng+aEHb2a8dQMba1dYWpjDWqWIkqQiGLExbUrQJqbM08aE49WdemoxHLjpDt6tnuCtp66AcYGImaBqTWFZXoWN2nF1VOPrGqGK6eiS04ngdI3KeS5cXmUwnGFxcZ6gMs3nK5uuZpqanC/tXDXIvZUoJUlFZIhIMy5ZU3xWS/SnH6HQdiJUodm7BG/dcjqFAUpxyJNEKneASS4GEVJMWBMjGrM9FKyvb2LLAXML85y4sMLCsOT2wwe4cP4MZ0YVG2+eZGsUs4kY2DRwZTyivnSBTVHqUrjiQGyJDmBzfRMUzq1t8Pq5y+wcKIUI5zZGzC4usGOrZnVrzKvvnGVrtMzrb7/F8uwsd994hHWtee3sJWQ4z90HDvHq8dOsrq4H12ppj8kJsOFxkk6TCjA1KcXQLOo0CSdXXfbfTa4ZE9stle3EEmnO+F3/+lATH/E1pTHh5MEypo6POqWL19ZREZwxqAkBnWqSwqKmsAEBOAl6fnEG7z1VXaHGgldKKcJhTBoDDSMSVQiGbhfS77SpxjwVQm2DEd9qTG9Sw6ydYWZmgLKF+jEWy0CCX7+vHIaCtbHywlsnOXflCvffexc3Ly/it9Zw1MwWJaWvKdwmGg3OtRtT+3AaaakO6pj/S8LZMzb1M4gb0WlO2lNYfXDvFoGScE68974FoiSgkGvqrycJxfc9hbFqct0WnLXUWK6sbuC8MDc7Q2lMUC96T0FIAyRNJoR+8HGGEHsu1y3HrRObJOtdRo7bcfgYIGc1OmgYxUuNx+LEIBoyVIivGcg6++cNsjRka+cyM8MBdTXCCNHRIxAxNCA80DCvhPdotC3Zkh3lDg7u3UNpLuOokZjjy9qWBiwszXLg0DI37hqhKQ4s+WWrBCIU5/fW2mGKEhTmyhHi6riCyTgs2Xxl09TQkIBhrkOze7OZ/raMSvddrybN37W3/fZaiUV64KaJU5jSnVwy6iFUBFyUlA1U3lEbw7qrOHPpIqubFZteKIsSGRYUZcHaesXpU6dwRqh88BAVsaxpxcbmOloWjAOrx9XNunXsKAveuLLBb3z5TzmwY4b9u3dw7OS7vH5pk5F3rA8HfP2FN/iGvMHpK1fYNTPgkUtrlDMF33nlbS5sVCyPS7YcYEqUmAbIEOKbNM5PSpSqOrli0a67HfcldFe5zcze8wR9Hx5wf9YA1g818TESEKgx4ejhrVFQaziN8Q5A7auYGoWwccuSuq6wNmRAcGJC/iMvlIMBoiOMDwKtc1VEFEFa8DEvk7UFRoOHmTVBHecJwcfOCGotpauxzrO1vsXOgWX/0gzWwth7BjiMKA6hqkucDnn37HnMrr28vqI89dybrM/uZFMGVKtrnDtzmh95+KMsiceIx9qQy25cj6h9HZCeSrRfpPMRfcjUHF1Nk70nCGYx9scYxPlGpag+qgTURffeJOdHLjJt6ug0oA1wJ4dZHzdFd+uLCfaPq2M4t7bJ22dO8u1n3+DSFWV5p+WR+27mM4/exVxR4OoR0qT4CaxCrIXE5YesA/m78L5Rn6UUNBNqAmgQsaTceEI4Erm7gVPW8+CNJAg2EG1XYXWEMZ6q2qKUEnGKoQbvcU4x0flDlRBLilCIgPh4HJON8OOxkpKFgjWtrUqVmPYnJvIwY4Z2M9jHfIFQAiUhMW0432ccJSuMcOXaKmM3YOdwQKEVpnHZD3MiKe4qNQi0WS3yK81xQk60SL5Zl/g+SSjaf54IU64q02D7UxNy3UVYM/gmbsdH5kdSfTELQIKvtkbfYY8aaMkdJACLoXZVOI/GDjl7aZWrY2W19pSDGZyMuTIacfrSReaHAzbWxoww1GXJeLyJsSXOCU5CxhJ1Hq0Nakoqp+Br1AuDuQXYuYMXTp/ixMoaB1YrLl7Z5OKWwxRCIUNOrVWsbGywguGS82y9fY4bDy5zfhOueeXy2TN4VzBSwBQIHutMTB+swcMtebnpFK8zI5NSST4/ysTz7QhQKnddlvPftzifmpRqRqjqALS1TwCcMqyGyagTo+hqrDE4lzZKsEnYIrgmWySqECQxlgRP2hahqbpmgZxqNAoGtGYQBsaye2aOWQtXr17j6L5lPnbPLQwVDJZCxog4trzhu8fe5fSVmrNXrrBhTvH8ibOIDnnh3XM8+cpxxqurPHjzQT5hZ/F+DTUlY3XU1uBi5oBBERKiViJQFPEQshrxFeI0IEA7AAJ3XEmJtQXqxljjYDyGwSxOa1Q8YkKKHaKjcYwMjfjEEMSlcZT4QowKBF8jtRrVVUHFURoDalivDP/ym6/yr7/7Jiev1Cg1m+OAr05eXeOHHnkA8SNsUCoE43DUbUOKwzHUxQARg3EV4PE4pCjBueh+GvKchdMYTfQ8MzENjUHEAZuIBecJUe4+5NkLJ1GHgD8vHpUijDdueacgJp2DCV7C2EIet5TEU0MC2owQmiZLQUSoxoKvQto+D+sbmzFpuaKeYCOKyFwIKtzSGIiw7V2FYrmyqZy5cJ47juxkZez5g2+/wuXNEjO3kz/8xgt87J6D/Kc/9jFumFVm3AhrSqii04hVVMdBNdl4KA/wYmMCyug6rj5tHBogEFq3aSFmWAjlJbgLBtWuJOImICVoGaQ0oxitEDzqQ5IoZueQaoS4LTDh3KzaJA2CxzAAX0awDKdtUoe8iOE4cnASDvizUiBOKcRSO48aieq9CmeFd1c3uVIJZ66M+dZ3XkD2HGVmZggaYOjM5VWGYpFaGDlHXVc4kaiObtcpOc54X1FJuz2urK6wsrlBVQdNiN9wbFKypQ6rcHFjncJanLGoq1mvat65tk5VDpjZtcj6yhobm2O8dw2p9j7aaSURBoPB4mOQcS4MNgRbu6xEnywk4tQ9dwq2k3RMj1AF9WuXSIXd8v6uDzXxgWBebwTIOBHNqR1ZivvgcjyFI1bisddhyjRmgU2HpqXFn8opkIXMNaosBedb7sxY7rvtMAfmZxlWFQXgpMDaknFV86evnOWZk2e56a7b+dYzL7BSwa0Hd8L8Eq+8cpp6Y8zy4jWeeeVVHr7lIDsHAwob3ER97RhIcFmuxXLq6gp/9I1vce/tt/LIXYfBOwbx4DK84IwwMiV/8uwxjh9/m898/H7uOXIAW3h8PYaCmMNM22TSydIpKetAAHwlPpOgAjIxPTzeIUVImFpYA7XHiWVs53hvVPL8+YpKlMH8Amt+jNY1b16q+ObTL/Oj9x1isTRAiApHTKsqimvnfUi3a9MamgJUgy1kZgY0BrCG/AGhj1oE5GPAVSOMVdSFQEyx0fXcBaLixKM2IOjaB+k4eMMGDO1jolAfVbAeRXzI8JtfpoGXKHVGe1I43tuFM1UQjB2S/NckwqnzBHdgQ2QEAkEzdojWWxRlCTLkzdff4U+ffpn9P/8f8PbFdX73G+/y2rtbbCisOHjx1FtcPn+Z//I/fJTb95ToqAZbxATRPmQ6ygzJ2gSstnsjwHVS3dI4LUSrVCiWPCAbESqIrl4CJ2ysQB3skKawpPQ/+BB0Pcbw7FvvUhYlN+5eYElq5mYGiB+hMXlmyJ7pEbHt/pWQv06dQ21QjavE/M2R+RQj2LJgNKoRU7KO8I1X3+QbLxzjsU/9KIfuf4wvf+PbXF7fDM6X3ocjB2xApLWE1K+axNg06ma5U1aMllkFparGGGvYqB1uYyPkriwMlQ9wNPYJ6QdkveGVy+sjBoWhGju8akyxRCNMtlJqVO+lrNMGkqr7egqwCR3AddRp7ycnnMTYx3SvGrKpu4kks9OvDznxkYbgaLNRtJ3lKQQjSqkTz6cuhHT+TC07bXFq7zm/ukopniVTsGtpFyUwb0Ar5ewI6pFwea3i3NU15pb3cGE84pqDYiCUc0POXrxC7YSdOxfYuX8f49l5Xjh9jl0WDu1YZDg3h6s9lYMKWBfDaxfWeemdNfbudYwrw/zsElu1wWiwIVTieG/d8bvffYv5+RnuqoT5q6vcsDTD0ARVZO0khFbG4xwQCao4iSniidmAGTRIIHHtIY4mxKdYiYiNgooBL7x1iu+/foIV76iAYlxhyxmGpee9q+v8y698n3tv+wIzw5KBi0d02BkqKRGgCHpBrFZxswdEU7lA5MzMDCnIMKxJQppjJNpuPMAgMCzJ+BxcwBVM1agxEgIORlmJ6qGIlFVASyA4vHup4/OWUclAL0hctCqiwBOFtJheBVdBNU7gaiOXbhuVUe0cW+Oace1xLkjO3ntqv0UlyuK+A6zJAv/qa9/i9QtbXBPDWu2hELa8cuqi49KmcKPMMrDrQaoxBqWIjJaPjFUSf4LEGM+RiAi/TS7b2QdIdGkIGSEgZG02Ik22hpDEMzBIYoIqW02QQtUaHMol5/j9Z1/n2WMXuO/oPv4fn32UW4EBiqekNgXWhKMkqmoLyxBckCIBpDCB+akDIXDeQVGEc2xUMbVDTcman+Hs2HFqS3n5sue1P/wmn/6hH0aWdrC1so79/7b3pkGWHOW99y+zqk53T8+iWSSNRgtIRhaWhWQYYSNMmEUY3xtgwq/jDTts4g0i7C/YQEgvdjgMfAB/QYQjjG3CWxhzseM6fBW+FnLwXowtYcRgzCaPNGhGywDSjGZGmpmepafXs1RVPu+HrKztVJ1T53TPaFo6j6I13VW5PJmV+Sz/zHzS13SNwVeabbNbUEY4u7BgHf9st0XffLd9UfQcMhkDvV5IEEhBWJskrpA77K0EVtptOsk7B7u6KtPxpFQCuWWmMeSUQAqhDpZRTSkPwbnfy4rJPUsPkjekDa58ipTtiqnX2s5dzHfYWoLxVeGjIgKeIkLTE+HkhQtciHcz2xLOri7wP/79+wTbdnLljm08d2aezqbNdNrLrEawSXk8/8IFzk/PoGY2s6QMX3/6GM8trBKvrLA17PCWW29i1+w0P3phnlWB5+bOcvTcAo8/e4wtO3dw+603Me37dMOI87H1fHQcsxoJ3z92iidPLvNTd17P46cXObNwnre89nqu36It/KZbuMClIBZiVApUiNCz6w3Kx17MR7KmFKeLm0rszjUkQmgR4rOCz5PHTvODF+fpKhvfLooMWjpMteDmG6/khh0hU16y2UAnHgW5CaskidJsrV/rpSjwW/aetKiDTwzaw64ATtlJqrMrfZUO8TwPE2p7qE8MKA/tecT0rLBMBJZx98KIw9ftmpmNr5etUSixsKBFcK3HB4k3AKnGcWPE3hEFkfTAg/nVC5xbuGDXJ8Uk0G1yf4+xB23tDyCaSLcQHXB2OeQ/Dp1iWc+y7+kzPLT/BKdWFb3kvhcxCl8LC2i+f+wC2zcH3LjNIzDJgURj26PSeGfWk1XKBrt0Fxza1UNljx4kmzGsBWevbHAXBNg4bZ4DX1NYTjkjQAsqtqfzY4Ge8nnx3CKbNm3mvPg8e77DMwtw6pk59r7mDNe9/kaMBJzvxJycX+WaK6bY3orw/RiiNp4EGA1x8p08Ufixxigf0R5tpemIEMYxW4IZOpHmB4shD377MR578RQXgKX5Lv/08D6UH9D2PLqhvYql5Wm2zs5y5vQZCzVJXudUCfL+Z0rZCy7dObs4jksKIVEqDrlSEMWGWKxCEm3j3mXSbLiMUjUKcq2Rrasgubz87Cu7oTh9WSmfoZTrlIuleBxZ71roiPDYs8d50y3b8a/czHmJ+c7JOZZOLnDTVVdyphexFF5g1SiU5xHFHm182mEPpX3iuINSPQ4vLOMBV0QQ6RP8X29/Cxd6J+mIYm5plWV85lY6bPE9tkwFaBPRiWP+7v98h5tf9+Mszrc5c26OTuDT8YVn5+Y5/uIKNwRdbrnmCq6b3ZreaKmcSUlsoRkMQgQqw/3dFcE6d6DTLqbbrdJKayI0i0xx4NhZvn/sPKsxdh1FIqYCn7jXo6XhHT97O//t5q3s2jaNli6xbmHiEE+Z5CCdwh6ojFO/IlbY0EJ+i160yrQHKu6B8RA1g12MT9Y3nIBUPcJem8DficR2y20s2nqPnj2oqZQ96KlFULG93Eup0KpC8a3HQmC9J0nBlgQNycaSgWS3oEoc9ESEKCE2EZ5nt+uvRKsstju2ZVqn7dTGrrhNB7BlU0AQeKhWi/mVkKNzCzw7t8S/fv80bX+GR544xcm2oqtsfDilQHseKz3h0IlF2l86wJbgp3j1XTcgnXZyQaJOdk45beLWRWI0ceKd2QjqJpGOBrvj00bGkCRmYeJtijVGlLvuQ2LSKBZKoXyF6XZQeoZYB6wyw38+9X2iyOOWN9/N+Y5mWWsi4JEnf8CbXv9aFC2+/dwRvn3wR7zt1qv472+4ES/u4oug8Ii13c0ai8JEipZuEasWXe3z3Px5Dj53kuePz/Hm19/KUk/43999kkePnmZJoCP2G51vhyg/JlIk64wgcUwcRYRRYrg4+LlWDpSf2L16VsFkG3WyNZa8I2X/1omRZW9XsJtgjDP8XKkO6BHHUtHLHkZlLwbWRyFl/I1W1oZXPuVOdEKgrJnLlHeB6zpSEtPExSZrwoe7mhtj8LUmNjHzi6t898Az7Nz7E3itTXSNx7l2iJycI2616PUiG7U6jjCesBr27AHCCKZ8u+4RRhAqWI1h21XXsmX7lYjAjK+4/bZbiZTHE0dO8447fhxRiqAVsBz5/GBhgae//xwvHDvD7a+9kfbSCks9Qc4vEKws87Ovv4Hrt27D6xkbr1LbBWalE+GT7IpSohFp2Q0J7i4a52m6e4gUKE+BbrEqPqvBdr773AX++H89wjNneyxEHlp7bGkpfIkItWGlLfznY8/w3/f+3zw39wLX7phhWvUIPJ1c+SBJwLfILqTEHnEkqJkAVIsIz35njD1Y6xeDqxoiGygUDzyfWPtcWBJQPq2ZAC9o2bUD3QNRmFgTSwQmwvMU6DbGLKbWr0luKZXkMjhND4WQ3ciTCPJ0Qd6tF7rxo9Bei1isl3ly7gKnTicrlypIvEdIdw4aEA1hK+CpF8/x5a8/xYFnl1nypjh4ukPbdJgJPEKxOym1sipDRRGbt2xhpdPhxYUupxdDOqEwrRNFbuL0cK+1MFppv9nvTtKD7h5UO7vcJYLKwdzaQpEGz8amS8A4THK7qrYhmohBt1qICejqWQ6dusDXnlngzPwqb9p2nCU0PSX0DOz74QV+7L+eYGZ2B//00Pc4eyFEdZd40y03stObBk9Y6nSZb3eRmWlmNl+B9nxM12M59Dg6v8yf//M+nr0Q0g0j/uW581x15S4OnTzHWbDRAvDQAjrC3tip7DqtEeggnJg7Q0vb836UoKZhRmt60khlEFp28DhTPM77sc6VYNKr1G2fWqhTJShATl65nZ6pUszJsdyqQxMapkSaGOdNNitU0YZXPsOocKFU4kIPokEKqSqtc6vz2xQBfOWjEvz4wkKbp581vP2OKS7MzdNeFn72jW9m5/Zpvvbd/yLuXkBiQ8sLCCW0MBIwFfiIEbvnTNnF6hUMV/74LTz2/HGeef4YfhDQagX844Nf4tRCyP4fHefrO7bwk9ftZP+PnuWHix2OHT9C2IYzncP0woilyNC9sMKbXnMj73jrzzK7SZDeCkr5gAdJ1GnxEo9BEkGlkkVmlVi87tK+5CZVA4QouhJwdMHw7R8e5v5HHufJUx06fgCBz4wSgjDk+t1boTVFiM/+w6f5fz/1F1zth7zt9hv45Xe8nqs2J1G5BbuTTGvwp1iIpzh+dpG5+WMcOzXPrh07uftnXku3e54pfwq0FSIqtutTmhAkINY+HYGlLvzv/7OPpaVVBGE6MMy0BOUpWsEmWlOb8Xxhy+ZZts5ewdVXbeLq3VP2TJRR4IWICRNMPqlLSBecU5xEuU0bWWwxe3eSlQ6+7xEbxXXXXM81V0/zw4VVTGyItVUG2vof9JThQg+eW4CvfOk/+fdvL6E2BfT8Lm2jiVD0CAjjEO0pPDEESV2B9jC+FWTPHn2RcwvXsG3bFCbq2N2Odu8Ggiay4RJANMYLiNCEoV34zr67R2wiojCi5XvWQFCJTSDKHm+WGJGAKA6JYsEEPu1ej/n58+y58hqU3sTpJfhfX3+Krx9dpGfgOw88bHeqeT5eoDi/GvJP//kEqz04uww+iqOLXY6tati2k5Vem4PHT/Pv33kK2RRz551vRJuApw89x7G5BZ6dW+VIaOj5VtGcWulyaOkFu13A9+kZezBcxbBJaYwJmZ2eZvtVO3nx3DnanQ5GDHGya7EsCZrJhkxGeJ5VVsbkwxcl78k8p3TnmdGpx4hLr3L15teUhnIynNYD/RnHg3rZKR9rsNVBYdnWw/L2QqdE+gvMLsLKHvVbBpXrPq5eQM3soKuv4NSFM2hRbFYex557juXFBUxs2Dxj46mZUBERIgjdKMZP7o6XZK1EvJAvfPnfuMJXzEWwc5NPa2qG6akZunGbgy8ssPDQY1y7YxPz7RWene/RBcSH51cMRuzCuxE4u7DM4z88zvSrt3H17BSeidg808InJPBitDZI1E2scneK2oCnkt/torFba9OeoqOnOHIh4lN/+wj7X1hkrguh9uwlaKZLoA27Ngfc+mN7OHVulaePnSFUikOnepyd8fkpsxXdmiGKVmyvez6hsrfVzi1FfPWJ0/zjl/cxu2WKhVWPO39yE6+7I+Dq1hbavTbtOKJjhFkvIDAh09ojFp92HHAuUpxaNnznmSXu3PsT3PETVzOj2qiwzfLyKqttoRt6rHYXUcEs3/6vp7j5x3dz1XW3EvXspW2eFyd+jk+ET6xs7DbPs16uE8YK7PoXdvt2dlQ2iXYhKjmjZWh5yf5BZXCXa3u+b++XUfDYcy/y7F88yPzZNgsG4mV7IyYKPN0i7Ng7oiQpLzbQ8nxUHBOYEGWEqZkt+DO7WOgtg/iEobEHlE1EFEPHhGg0JhJWMcy3exx88lmW2iHBzAw6aIHyCbs9nnn6B9z6mmt51Z5rmJ1q4StY7XSI0Cx1eix2evzg6CmOn1nA37yFlV6XlaVlrrtiGxIalroRh8+uck5D5Nl56SllobvQHotYVlO0NYQ6Qmuf3uwVPPC9H2F6XY6fvcCJ5RVeOB/RCQ2PnPgeRBCtGjpG0dMQTdsI8WFsCGO7xVmjkRi09u2Wdw/COCZAMe0HXLVtO71ehxPtTmoAJrsmRhKuCue5JPM/dk+rjd9UJuHCUDnI1ibX2nnDDmmwhrSbd0r132I6SB7l3w/LV/by6ry+svHdhDa88il3Rt6tde/t88GdUh8KZCymMAqmWy10bCMTz4cxX//hUQ4d+hEXwpBHnzzAaneZThShtUfXRJjYbisV3BVrIBjE6AyK8T1ePLfIogeegRkvoKU9gmCKSClCf4ofLcesTiumZrayyplk14+D0ewp7Z4Ynjk9z//8+n/xtc0et1y/i9dct4Odm7ewc0p43auvYipeIY5ClpaW2X7FLlq+B5FBGQ3KHnC0x6VCu30Z6MQ+B340xw/OdDnTszHuYkUCxVhvINTCU0dPc2Z+hQurIeL7xBq27NnCplddy+ElzbFDx/H9mOtedR2tTTNcsX0rX/n2t/ncvzzJmSVhN5rQeOw/eo4v/sdhbrxyGk/7fO/Qj1gOI7ZPb+KqzZqf/emf4NiJM/zg2DGOnl/kTLvL957vcSo8yjU/dhO33fQqZgjZ0g3x/U1ACyOrrKws8MShY8RM0YtbdHsRYnwkEsAjjjx86THdMnZ7vSTQmVgkysSG1XYbLcLspmm8ICCOk7uCPHsqPvZa9ERoh2FiNEXp4BVsQV2jOLcScW4xZNvW7SgiequrIHZxPDIhqBb2PJZbfxJCMWgTgdIsxYbvH1/kf/zb07RMB9Ex7V5MLwrp9XrEcUwvilGhjcq90ItZ6HY58eIKod2TUdhJHQQtnu+dZfU7Rwm7kYWttN0i3nG7L3vQUSBBBzyFhIZn587ZZUMFS1rT8T17iZqAEh/PePi+JpIep+bbhAaM+EQS8/1jczx57CSxgbaBUHl2LUppVi/YIwCB8uw1FUoRGk1kkkO6WP7sYWCDiq1iMQoiZffrLayu8NzRI6x2O3jY97GxsdhH9S/qJMeQDXPFMpyySTc8mGIZ6R8qeZ7F0SuWUy3Xxl7rGStXNW145QPljpQhHVzd6enHXicyKiZWHp7vERrD4TPneGH/IiudLpESlhbOoxX0BEKJiSIbzNOeKnCL+IJIRBK9yR620y3wlT3YKvYuoTCCXbv3wMGTtCPDpqlZlkRzZmEJexQzweiTUDtK2YgDy0rx9IU2Pzwf88S5RV63skxnvs2rt7b4f2bfyC1Xbub46ReYX1zlth3Xs8n3aLmrpWmh/GmMFlS0gqZHjM+FDnz30AnOLHfRXgsVh4gYYq3RWtkr6Dft5Fw3ousHRKpH2O3R8uHo6RX+4eHH+fctHkd/NIdIzJVXnuCqnVt5/W038p3vn+DEokE8TYcWPTwef26OYy+cYvP0FMH0NEdOX6ArsEnBrs2arzw9z4mTFzhzfpVVY4M3mthj+XSbP//H73Dl5ik2KYMRYctsi5mWYucViis2twi9aTZdsZvTFwzf/OZhDIrFzgKtmVlOn1zhTT+xm7t+chd+0MIgaM+33iDgTwecfOE8cRxzw6uuwsdPDq4qOt0IPI9e6PHsyQucXoxx940qJSgTo1Fo3UJrO0WjOOSWW17L6XNLPHX4GZR2UQrcuiSQHNGFkJ7EhFE3WduBx46e56mj5xEJEU/TEw3aI4xiWoFCicGLQcUqOaysiGIfpRVxaGxMOmXXoAIFq8uadjsgDhVxbNfHRNnrMHpRcsBXK2IDnvYIfE2nF9m1D+UR+z72bF1yD5VYiFmSM3LdGEQ7BaJZ1h5R3CUShUpgQBULvqdQ2qCVIjRWWAsKiZIbmTTJNgmTbit3J5RCwOhkTBhDuLxiHZ1kjaYQXGMcKuWTmufVlEFs+b8lWT+0fUDO+3FHA8g9H1D6gPXwgVSCDddCG1r5VLmWCTxaScMsjrXshy/WY1C+IjQhRILECtGaM8tdu/1S2Y5XBiLBTnCxB/y0GAvbCKnV5ovBE/CxURi6InQ9MB6c7/R49NkX6XYN2kBAyPS0Yrm7ykq7g6dc8BsLcguCJzZEfYymh8G04OSysHBwDj8SjnmKvW8QmPL5x397mp3XXM3mm7eyTfuo7iLTUwGhaTE/t8TS0iKbZ4Qrr9yOak1z1nic6VhgKopDNEIQKHoiBErji73KYefVV7LcXmJxaTlpI3S7PZ45cpqnnUFn4Nix83gn5vnOD04SdkOM79nL9tQ0Riu6yueFlS56uUOkOvbsh7LHAVeXDceeehFjFJHRRGLQvo8/FbAcd3niyEmmPYhCtyAMLQWzLcUdt2znVbuv5gdzPc7GHfYdPMPh5+dZiWJiXxOHBn/rTn78tivw0Rx/4RTL7Q6GgG4kGDxOzoUsr/bYeeYcnW6POIZer8fS0gpKK4zyOLcUc27ZINoHZa+U0ER2W7KJ0b49BDut4MXnj3ChG4IvxMYKek8HxKISz8uexRKVhBSN7XbtQHtE+CypXKgofIQWkWcIMWhC3BUcYnoQxYlXa89EGa3p9Xp42ren7TtdwijE9zSzs1tY7fboJjs2QxNlaxTKwk6hiIWQVXK/bizOqE/WzxRGGYyEiCc2AkVsZ0AcCc698pSFoI2JES1EyQWLBuxWTTHEbvNPsu7mzmCmqFeyRmcRrDSWCbEGcd9WaVoJAhGm0jYDyLL/11PTCHmZ4HD/KyqcYn0q3UWXqVFTuZPtYlE5msK4pORic3oRaHFxkW3btuHrYtBJu45jkguaijtTRAR3bW4V1Sme/FBoSpIcsRMgSHatxFolfBk8FMrYEO92N6vGRNgo1BJjYyxY519jlZEWUNoj9qCrYvAVQaSZiTVTGCIRlG9YDW0Qfe3bieMpbQNRGo2RkPR6CKXQ9i5FYhXbqNqRYkYppmPDO998By0V8e//+SSbpz2u2TnD1imfKFxhaspjqrUZrRRR2CGKVtGeh56eZSn0OXJqmZMX2lxx1VUEm6c5cuJFIhECBToyeMojFoPvCzt3bmXz5hm67R7LK10WVzqIP0UvsuBjHMe0WgHTrQAVx0Ri2DQ9TaA8umJYbneSg+cK8exENHEP7Sl7tgKFUgGCvUjPxF1mZ6eJwo4VOrGwZ88NnDg1h8LgEyFRyOYpYVNLQaiY3TTFSsdCXz2UDSZpDLfsafGa3VN0Ox3mzoSsrCZwDRDFEATQ7toDvj1rh0AOGlHYidwziq4JEG2vXgiIkpAyYC9n8vEkJoyFtttZJypRBEmwHyVoE9nDvdhzNEoJLa3wlY/WAeJ79EwPiboo1QLVsmuAJqSlu4Dd7aclTAObdiOLkwWtloWFscZDy1NIHLFpeood27czv7zKmcW2dSWMtZ4iCW20cgEd2/UptCY0YdIKO+5MBD6+jceoIrtdXIMWD4m1jd9InNzg6VmvXwsukEvg69RrsjOMJP5fMr2SjWHGbe4z9iCvSZSRTs4sGSWolk8UWuUZxO5iDfuxxhHuIxm0kmxNkZICykNtuV1v+ZiKaX3QWGDlZeMgfgvt1flI5snaZmkN3CAsLCywdevWwfVvZOXjJbdyOkqVjLZmTt/GAKm3RlzconJnKEgtqWEXLWUkaJ3sbjGgfD/B4LFh941dEzIiiBcjRvCNuyI5BBUgBIiKgB5oC7wRe0ncNDvY/Nhjk5rBTmV7HsUxHcagfI2RAE+8ZAtsl0gZQgUiAb4RG3ASQbwZJBICY6z3NOXTVkIvNMxM+/i9EBMJXcD3FTO+YlPg4SlhNYxZjUACn7BrCLBWZ2t2Mx2t6XS6SK9roRCtEHw87eErQyvQTE0FtOMIozRRbM+fxFGMpyIiCTHKI/CnUSL4dGhphacCIhPTCXv4/jStVgsPwfOmWF7tYAhtUFmtiUKDVj4i4HmKK3dtZXVlkagbEXVj9ux5FWfOzWMIERUStALisEcrUJhYEXXBCzx6YUiUwEGxhEmEBNvlLR+0Z4O1aqsL8D3N9m1X0Ol0MCYm6vWwG9VtMFuMIoxCYlH0YlA6QEyMLyGBEhu8UgfgT+NrQywRnSR4pYQ2mrnW0IE0qJbd7KCJld2d6GE9H8QQa8HzImY8QUUKE3uoYIZYemyaSuCtdkQU2/kjmmRLOYkrLnjKQ8QQ+DaKvKdsVIPVqEcvtuspGrsWE9moqviANorI+Ihn13l8YhvBPMEbBey9VV5Wp5/EL9PYm24jLFys8OxmDt/GgJMkCqxKbpAVpbLrB0Twkjh1oadABD/WFvpzc1UgEBcUV9Eltq5wclYPVRSyIwnrmjSV1FD55GG3vHlsDezmda5Z+bhHjKd8NjTsVkUW90zwUJPvpGrl4iiuwUBH08xuoCSKJ6nTJPe6INY6s5Zr4vonMSc9nYTG1y6YvD28JwnIauyqLFrb0/3KiM2jwGiPMLaT1EYXSGAko5L1AAu3uVhRadhUK1WIjaCSeGYh9s6jdi/EBFMYrTCR4IlGaSHUQuh5dGJYjO2tqREaozUwjWoJJgzREtFeWaHj2mckm89AbGIMFppbbncRT2F0cvmaaBurzbNXEaA17XYbT1nLuGcErWMreLCQTNjuECTBIyOx6xBhHCVCQ4NnF7bD0HDu7HliEyahbzQvnj5lISZtD2iGnRCtNFOtGUw3JlKGKI5RngdxhMRh4t16iB8gIrST20oD3ypkneyS9Kdm0GGcnFb36PQiu+6FtjfJel5ylsRg1z8kmcBJRxm7Oy6OEo8De5+UBV08uz6hjI3taX1aUMkyubJGVWwiK1jj2Cq0SDB2FwrKWA9Q8DAiRHFsY8sJNmRNOgtsnLQ4CaYZRrGFkD2VrKgkMfCUSsMHObjLndQ3KrYwVwKBxXGipJUNyyLYe7WUThCKGGITYiCJ5Wd5UUkwYef1Kex6YhoDNZ15kv4NiuREQAL1Gdy+Zye+FXY3pxsz9hhU0zCZo1G1wHdeLEXB0yeEhGQld818VCnUQQa2M+KLL7M8o0S1fll5Pnkap1nD3OqqbYe5GslbKQ5gzn8rlUsnuTLSvf+SBEd07xU4U0a5CWQZTKAzjdZWAMUOciRb91LJXy4oJE6tOQWkkvlHch2B5CefS6OSbbCJhaRVrk1ONWrsQTzHoeXFZFM6wdXdO9t27VrlsHirK9MOE3uSMWFd514m6jNpk8m1xVmoIqb0Hd2hY6dzXb/br6K1b+s3NgSM7ReDTha3PU8TRRESx/i+z/TMNBeWVjHKt4Iqttdk+D64nW/TrYDZmRniMKTTXgWS+AFiF9J1EkYoilzAStsBSuxCOmLbEgRTBErjaWF6VtGNIhYXe4Sxj71IO8ZgzwcpFSTGV5RsVnErAybpI8W077N582aWlpbphSFeyyeOY3t0OHbfrEzJONQZX2nPqsRgcgPDjQ/lzBzJDEIofAc33iyjVWhF7mCmAhE3suvnvVCam24c5HRpeYZris9yorgwV1O+clS3rXmQ9zHUO5Ic3wNoLevUde0Zqnwq3uUjxrxiPZ9BNGzv+zAaLX020vuGh8repiw511plQtXNkix+EtnJ8jSPJII2m3gpvyo9+ph6OVY/Zsogi9VlxTiqOPGyf9xCpyvOCgV754rTsiq1grI4Aznl63hI2mWwmy/SdImnmllR+cYkQU3F1Z48lkRJ4ZSfJLyVv5VkbUsnUmIBgw0wqlVO2blcLkyKhQwRzebZWa65dg/dI0dZaXfs+otS+H6A5ywJMcShYaG7jFKGG667hit37eD0mXOcvbDK4vJq0ifZ6NBaYeJkEqNRDsuXGFTM9CbDf3vPG7hi1w6+/P99l2efXUIijfaS3XImhsSbk8RDyK8OB4FPHMbs2LGdH3vNa3jm8GFOnzkHsbExOT2N9kjXTorkvpHr9zJS4Iyt7Buq9DtlAz7nwGQGR/qsf34V0rj/iTg/q5JSA60MpUspTbmechlkRlrGYnGMrtcmpQIvkvZaLTWttwpaG5a/qTc0Dj95etkqn6roq3ka9DGaxHwb+vGs+VVdV1775Ovrm8zFZ24ff96QE5WFZi+0D+f9DGjDkL/TgnLeVL99mPhakvElOQYz/LokrFJh1B+WPStdCkKu1kITpySc4ih6PKXGOBi/vyyTQD/JOobWHlpbeMyxrgNFp9PhxRdeJOx17U22QOD7+J6HGIOJYxsqKalMAUtLK0y17IFUPwgIAgvXicoHnUz6Qlxnuh63BsbiUky7u8T1W68hmPLRyjDVahGJXVyPFdjI30kD3SVtxhky9pqB+fkFjh07xmq7gwJik2xDMcbeNaRVCbKupmFrBfl0IpJs1y55NzlPuJH4Gs1eLFJm91w0Kgvsslwpp6nKZx/U1zGKrGpqMFfJyiZysJx/Arsl1CT6QNOYbXmqUmxWeUgKbdhQJdnEy5WIC0tT6Wo7eCLPo87K0LmiFDa8T2ycp1HmkyQAaLE9Zd5ToQ3ZZZeurpygVip3+DXxsvLpxeT+UJYBB51kl2BlZaWtlepvFKUH65I4V+X5mVdyrkzJEP+Sjs90kqIPtnHbgkVstIIgCAi0h+971vMx9qxLEPh0u1263R4mdpGL4YqtW7j++uuYng6YO30asPfMxGFEGMV02h16vQjleXhTM/Qiu14Vx7GF8xLISpF4t0l7tFJ4novAbXfQbdoyzfJKj27X7XyL0zUfpXwLk3r26glDYK//ViRepr1rJo5tJATAXsNEsu4i9mK9qn4eBC+VBWv+XTp2tS6ky/+exkOjVE7N8yqqg8XL46RvHJUe5MdG/t0gYTxsM1IfnDikLfl5V1VeXZmFIkbgx11KlzcGB5VTV7/7kq8I2G2Y+9vUHazzhJpo/8qPTLXxIsX/lbyBfgFbwCfy+HNa2qCBkQVFLUyonMeQh0OKZTu4YYipWHYychZ7CQN0aqvAo0k8A6eA6idmrtxc/jLUmE9T2ebqouxlX0hyKyl2HUYZjLGHIKPI7pzrdHM7I5O7bjSK5eVljhx9Dt/z6HW7+L7H9NQUURTS7fTStRRB0W53kjttVOr1iIiN46d1kcXEMIhF42mf1XbMSjtEKS9Z6Uk2G5hko0GCzepEi9ndYJZXrSCOI3srr1ZoLUSxjZ1mq7Ien1PgVQaWUzQFeK1ijhXhxEyZ5fPl81YaAxWftWo+jgz59Lm95T9zbSqzMYI3UCgz39bcGkk5TYFHKfZ9kzKbUK0RUVLwVYqqrqw8n6+Iy+TqBr6jKu9ioGVUk64pFbDh1HRxkIf7ncxdUPVeWDaYVIa+KVKIy03ZOnLlul1Imv6BYrem5up3jRBJbri0larcxFfkB6v9Me4PMWkzlVsjSvMp0jtmS8pX6N+umbdW7T+qIAeqlEkelhxmiZbLMMYknlOitI31vOI426gQx86D0/ZMlrvuOdmsFi21QSWbH7qG5eVOogwcU0AsxOjkkKXNj9j2ixsPfdatAqXphXYvtWChsliw9yoJdm1CbGDQWAkS2ft5ImPvSNKehdJMcg+ZRJJWY1z/2S1uyQHnaiOgrDyq3pX7u6xoyvO2PAeqvKeq+uvKW0+qkx+VyMcQGkVZqNy8q+Kjqszashp4Mk7xrFW5jyI3N7TycdQUeiv/Pq6lUH7mvIxSzck791fyd94xSKR2mqYKE7BJqoz1gjXIgLYIJNF5E0+owGGxSmPc3ZT9bRaRNPBhgQ2VTYKMlSQQfG4TQoHpnMIA0lspXUBFt2vO1Zt5f1Xtk4KVOIiG4eOZcAEbmTrZbZVoTaVAKWNhwAQfk6TNdnu1TjaN5HnJIA2S6NEZHFm/NukMBxGITIxgD2DaiywV9n6hZKeWtiGYjSgQnWxDT85wib3+W+W2gUjuJzZWobq0TWH7Amw2RPGU+96NF5OD3LKOz+tflV5NTd4AUSVjJDffpPQs/WuIJ1FFTSCnpvnLHk9Z0KfXsVh2+8q4GAp2kAFRVvDlZ6P2ZZleFsqnjuqUTbnTylBCXTlVVBgQeQu8NFDS8lOZmn9fJ1RzdThoJi/EJdlIraxgMyZbI7H5pa+sfEtsMpV7LlkbbMNzKiDb5t3X7jLwlSogJ9QcL3l/LSfklD1wm5WpcFcSSKHQfB05oZ01hrwyr6Mqb9PzbNSCggBwPVhhWxixETOMUnajgrIKIa07uQhMIcn5EwvPCZDFZMt9lyoYJuUg8cLcFROpJ2USZZeYFUpw9/Nk/Z80oKxTXHcWjKNsLAzqwnGFTU1p9U+rhNywb1v1cLBtVqhjGA1bZxlEdXKh/Pewcqt4HWZUVeUfVQE3QYiGGcJ5qt+v2IDuu+8+lFLce++9BWY++clPsmfPHmZmZnjb297Gk08+WcjX7Xb58Ic/zK5du5idneW9730vJ06cGLn+Klgtz0fV73W0vhOqaA06PseyXHKOgrh4IJKUT9m6y+pOM1U8l9IrKTzLNmLbY4+ZYnJtKveVi0VXYDvF6kz/y7Rh9UrXCZ+07xj0vdcOC9jdbcXpoOxNSiDJrjGlk9PzQiwQGY0x9tyOJH5FLIbIRFZZSExkxB56NZoo9okjexlebJJrsyW5CbTGG7ffwZ6dEPGQuGV/xLf3CenQBiy1YTStIlJdRIWpUsq1svCjlN2W7TyK9KxOnUIQ6ftp0t9V3y0zkIbTKCjFILpY0Nx60SAPssn6y3pRXR2DvqOjUb7T2Mrn0Ucf5a//+q+5/fbbC8//8A//kM985jP82Z/9GY8++ii7d+/m53/+51laWkrT3HvvvTz44IPcf//9fPOb32R5eZn3vOc9xPHop4mbdkaVMhrm8TSh9VZa9RW5XywuVVBoMth9zv8tOZhD+n5UCso5iC5VPYnlnOq1AXBElXVY/Z36v5Wzbgf1an4ipmsqFXUM4q9qQpfHSlnI5vylpB+tWnBYqus/MdrCYiYHvynS9MYZD5Lv12qhY/kAFxvCAnH2eusiOddG0kvuqjsAe1NmzqgZRXmXqUpg1gmpNRlha6RLKbzXQoPGQVXaJop5lDZXzYm6OezejdunYymf5eVl3ve+9/G5z32O7du3F5j5kz/5Ez7+8Y/zy7/8y9x222383d/9Haurq/zDP/wDYLfgff7zn+eP/uiPeOc738nrX/96/v7v/56DBw/y1a9+dWRehgnd/LNxMcphndtkHaG45lH9EQfypbB7ZRNrtSDg62uv5VOw0JGRzNp1/xnJ1I6kXlaijGq6YpBnMqrlWifM+tfZXN25dwM+VZXl7n6MMem/VTxk5G71VNarw/2QeEk+Fs0Okh8vYcpg7+uJIAlzlGqIGg81/TtNYLBXzUUoFaWmQnZjahL5Ils4q6bMgU7TFfu4xihYAw3LP4o3dTH5eCmpwJuqeT4CDTIC6tI35q/m/SjnfMZSPh/84Ad597vfzTvf+c7C8yNHjnDq1Cne9a53pc+mpqZ461vfyre+9S0A9u/fTxiGhTR79uzhtttuS9OUqdvtsri4WPgZRGVMf60LY02oadHKya01WoCSSI48TFKevE14yiuZHJdW6SQ7o0xpp1kllTyJYe0rrl1VuzrDPJEmCmc428Wx4fjOH4hUnrahX7Rb/HYCWqe/FzyhNLZ1DJjsKu3Kdqp0baOu/c67TWpKa1fZpyfrR8tXelYo1znFb12vnUbtzj5PtOLdS00XQ7FdzLatd8l1iESZxu2ncfKMvOHg/vvv57HHHuPRRx/te3fq1CkArr766sLzq6++mueffz5N02q1Ch6TS+Pyl+m+++7jD/7gD/qeD8NHy0poMAS0dpIcXpRN+jplUM1LZbkp1pXLqrItwLXpkdLfwyoi4QmyczkJ3/Zh7vpeinh+4kWVd8mlsGBtpSqrWMjNutxz6vOrhK+q903W3IZZhkqpLJKvg7Vw52DyPAr2cjQps066xpJ4lZD1k9uE7qqsHNNOQYnzPAsd5RhFqQxQVZJBkuKyZD1DpnwqkIJc6U0gnaIXLrlxVD0PKysc9LfLawsolpkx6ioYWk4VNZ0jVV55Zd7yI9X3xao+zMjUBPaqlHtKFb9Vg3qgtCOv9G5UGkn5HD9+nHvuuYeHHnqI6enp2nRV2GCTDqpL89GPfpSPfOQj6d+Li4tcf/31Q8u75ORkaCIk+iGMbBDUwYN9fZAPc6IUupDPWd1xERJLAf98sM8cK8O6RhKhQr4fk00IplrhKaUK0RR0IjBFXHzuYZT0VV7yKa+QTylQblOAU4AubwOsXCmPIAiyMz2uuRX97v62O+CyNL1eL9cvUpq1ue/tlEQ6v91OREn6NxkHKnfOKX2etcy1VRtJ7pXJuzu23Tb+mGBT2Prt5gmVCr3+NU+hyVeporp1VYOkCk9JMX3Zi029pVHrLj+Q0lwXqfQkq9XsxSdV+D0xNXJjPM96etZtBEZHNZyz9JnWyQ+3suHVVNGk+aTOFOynkWC3/fv3Mzc3x969e/F9H9/32bdvH5/97GfxfT/1eMoezNzcXPpu9+7d9Ho95ufna9OUaWpqiq1btxZ+6mjQAlmemuCeTaCjJus9VeU1gd36J5oMFBmq1rrK/V7KrCp+6vsv25FVFib2baIESuspdRzXroPVZCk8yqR0yqtTmH3PGkzQurR1WVVlZ5e/qyp+lMTFKS++l+FDF5E7/Q6SZiZVeElZ/WFrnTouQodVu/maUJnH2r50yrTv2zMwX9EDTMVz5U/awgrvo8RKRd5ilI+LRW4M5nm2z0oeW1lpwtCxWuelDxvnVekk9w6KaFGT7zaIr6Y00mi8++67OXjwIAcOHEh/7rzzTt73vvdx4MABbrrpJnbv3s3DDz+c5un1euzbt483v/nNAOzdu5cgCAppTp48yaFDh9I060l1H6VsCdZ5IoMUTFMoZ1R+BlHB7q0oa72su8qyRdJlCyk9z/9bSC8ycO2pifIuK7vB32X8HVVV7ZCSkCgYJwOEWdWEzyuCKnjPKf5Cs/L6eUA9+fR5XbdeCMBI5dTBZiMYA6PysV7Q+ThUb7hUt9VtbilTGSZeCy9Vzwv1NDTSm7zPlzvKhoORYLctW7Zw2223FZ7Nzs6yc+fO9Pm9997Lpz71KW6++WZuvvlmPvWpT7Fp0yZ+/dd/HYBt27bxm7/5m/zO7/wOO3fuZMeOHfzu7/4ur3vd6/o2MDShuo6p8zpGVSRN6x9lco6LL6d1QnJ7y+iwxShUqSQdA4yyNpBPWfG2YhJUl2fLUaoSZassM0+DPm+VgsvqLJeTx0wSb0RqZW5l3UWFIQX4v5jWTeik3S5dRXmFtUFFupPRQYZlg2stCrq/7hzcksO4mgq49aDBdRT7uDENSK+GYHn5ttfBV2UDpFj++H02XC5mzEuF/1xHdYbYOEbOukc4+L3f+z3a7Ta//du/zfz8PD/zMz/DQw89xJYtW9I0f/zHf4zv+/zKr/wK7Xabu+++m7/9279NgjuORnWToYoU7v6YXP7cgnEqSJNrCpxlaxp8mqZKaBzF0yc4yIbOKB+9jse+uhLs3sE0RUyddLlc0rSuHMcdDPYLqmnoeoBkE76ubJFRbK/+uvs9rcFKy3HqJnBd0jzsUslhUp9OK5Ps/7nkKvnfsDba8Vv8u85DreJFGM3iTZe6St9uXCU3sC6qF75HpaZztpb7mrHhFPGoM2CcvhoFIsvDovm/83xWKcMm/TzIsK/NI+vll19CclcqaOpdzCo8VasKhLym+fkPFNee2MvKHlZeFYQ1KN2gz1LG301yY6XNCOVrGYYNyvIANmJoBS201vR6vcpJkfEAxcX1ovIx7m7jtQXT6Ku3SVv6ee3fcKDBBtzMFevC7Cil0g0HrpwwDMcSelXftTDRrcRyKioVavaOICE09vp1m7jf8Mi8sWS9IfHkbWSEotIpz4++Pm1wl09l24p6s2+uNZ0DI9XZoIyC4ZZjoVEZAwydcjn5+pzyySMqg8Zm3VwdWaA3mB8mvULcPczGzKB8jctncpNpf0cNRn8KA2EUC6RJ+nKasSyFioHZV2+KzYzGX135wz05cFic9UoyCWR3YXlpWetB5bY0UfaVBopjW5Iyc5Z0MW+x7otFzuOUvt2Etl/La0JOyfcbBWSQF9XKZjgz1nRoavG6ii0cmghecc8GXZMxPg0qaxDcVUDK+lHCkalOWZQVTxU/lbD2GgybpmmVqGTLvzNSGNoBZa+pUN4Ysgxexsonc//rPJvk32ToqTRl8d4ZN4iawGnrAS/k997X1QNliylpg1M8DfjNt6lPgI25klSsMrPE15uG9bWbEFWwoYjYWHT2j7Sv3PklVfrX9e24Ctw9q+1rK7EzvrXCbcvOQ0su8OkwEpGcUFV9cFgzGv37F4Rqrt5LDayUv3WZqve81Y/4PES6Xmtk46QZh6rGXPU4VAOh5TRVjVwZl/+XlfKptnDznZ1iRFBSMVbMqMIz9/t6r+fU5sdatYrq6VCeWFl7c/XmPJ9BSvNSCoVRJ+Agi7BsTY5Sb91m2zyMmf/JlVRIm+/7uvWzMjQ6jMeqVK4eC1+W1qJKWj0Pu+XbUhaejYyoWo7q+U8qaJTn5ULVnvJoiMl68jFKGgXp93KouUtXN8fWW2a8rJRPFbQ1zIqvtXgqXPdx3cs6/mrTpf9v6oNk0ExewTbFaWv5aNjWur4qpBlWiHMAyihiOVnJza/zNPJ8OdJQvKah1Aa3FlQQ8tJ/qLZKsQzC893vw6Ci1Fcvt60Miygbv01KK96ubaPCMP3M9Cu3qjxNx0ejMX+JjKEq2OjlTpWwZ0OjqEyDxnFmADX7li8r5QP9mrsoIPrTu7cmSTBsXaUsnIZZ6YP4HNgOMpkzbHrk/bm8nMpbN1mp+QTVJY9rvdVCHkOKS9Omxnv1TqGm3kQtqXrcvSmcUAmbjcFTleIS+0dtegfDpTwnysddAFjmp7hOVC90+7w3l6aOzwETKe/JpbsiRzRi+ooeUdmtJd8wD7yq/Kr8oyjcceTEKG2zHnDeoFC5m4pJ0ZZ8neshA4bRhlY+wz7aMAt5vXgYBG1VubD1H8gJDpcwg9UGwTnauQ2Jla7S7SvFQWqTVG0ur6YqmC+vfOsE2PqtfSXeX6kPm3g9fe+lfuurXWvJBHsx/E413FfXxkFwXPnbjTJRnSIBsrUssi3RSqnCVeTuvdtQUeuR1imSpqzV9EPZeBo84smNySpWcuOwlK8Zi8Ph5/WWD6MK8HFpoEdtrYccT9ljIA2BlM89bAt7lUzNy4SLdsj0cqRhlmuxM2omSvpVhluxTQZreUAMWiMo5HP/r5IHAwSfLXOwhVRefBewVy4P4alcTxliK6+BVGekX8pAKpX6USWVwHD13ki53oFwQKPWFct3vzeB3CrrLCnLKvg2/delF7dFt8xTomhKnockjasHl/vF/rCxmOcz///K4pR9n7On+6vv46BIRkrll6iQV+V/vfiCvcn6GAyem4NoLcpp2Nh33k7yRyWqk74uldu03iqDSqGIZfjGGNjgyqdO6BUnaSZABiqM8t8VH3QUvHhsGKaBhdYnzAZM77JHUhgsOeUzDsY7iMoCTombEDl+cH8XRUmaV9WfDSr3Qf4K8b66kzxaCcaefEkNEzHJuYfYFMo2Jk7r0LrYT4P6q6ofykqjvGstg9skNUfTrc5JUFOTeIH1dRf7Ni2XMb9hheJQ1q3Oyh8RzmoyJxrNm9GH40A54X6v87BtARXV9vVRST6MqCDrlNk48y9lT1WPGbeLN19vvs6q53l+ynJlICRbQxta+cAQT0LlNlBXfNA+gZ7PC5i6gdiA6gZNnZVS9Xs+nYvM4CA1BUgaIdkG2inOLzeA3CJ6iREpwhnlege51k2t/2HKO19GU9y4TogMEm6uNIOAiQt58vUVIcr82BjdyBgE85TbXB57VfxbZTm4vEFUCVFSYeuUsZlRSEoC15XtyhRxErG+iAbIwkiw4CjlltKm1RW8iDIj+Xx1b0ajum+6FkXUVwdOdhTrGUfxFebuKwV2a+Z5ZNPBPut3VQsC9SLzN8z7UkgaziefVieKtJjftaHeQ1BK99XpPMKBcEiy7pFXNKMO/kEKeC1pq9KUrdYqGsR7ndWZjwQ9CAYcpc6miraYJ/tiVWO3sh5IDZWyBezw/mG9O3SOJXyVob9+SztjSqVeREXbJUvr/i1b2YXkIyiVKr6avsvz1/9HBjkNE76jeovD3g9V0rV5HRo3GGkZRk2Nnyra0MoHRrMGXIfXYaV1cI2MgO+PSw7zB0EXlEwWSLNeaBefFTymUhj9vNCqBG9qLKHyv1V1DOrLvJCoct2zttQLmrpnIpKGw1kLRFhWtIOswnybqqhKKI4DTTSh8v1ERUayX5WAVtlmhTIvWRlCJWhkH9u02S/ZQ5dsDIWclZUmgnWYV+tFVZykzVD5dM4tG5/3vnGGpN+tn4fml8kNoybjOQ9PptB18kwrjZLhCtjRhlc+MFgBlT9j/skwzDOfq44GCfe68pq6/jad4zkLtd8vvLUzY/p4lfwkdu8l2yU1zNsYJtAr11gq8tcplkH4crmsqncuX14AjwOF1T2r9SpGtLjXSkpVqoPG9TvvZ1ge581UpmtQ1cjwdCFzf1nDPNpL1f8DqU8BrJ/iqXq/HsaLq6ZcXtNxXbWGNCptaOVTXn+oViKq4L67NZAypNSfL8uTf163jlGGQur4bKboqizJDBZM0yiKCqdiwJh8aY6HAfXnn4tIujhetnjKfTRsAJff57/BsO9YReNMwKZ8NfFQxhF6wyDXQXXmlUK5rGHe4qg8VQn8uj5pOq6ryhqVzyovuqrcph7zIH4uB6WWzokGgr0aEQCohmXzGw7yZQz7Nn151qBoN7TyKVOVYEwx6RSeKg7QpoOysmz6B24BVx/Jw3Gc5T2pCi8tWSh0u8SaQBPDrPh8HVVwmHtXpSCGuerjeCNlwVrV502+X125TRVcXrCWBfKokzRPVULUeqJJXsr1CMbQ960ryymNvXGt5Cpvdb3gwlGF3HpZ+03qKj9fbwPkpaCL2XdlUgkC04Q2tPIZZOFUKwmVwU4ZhpVPVJGHwgHE/PMqPurSlD2HOjIF0eMsn7wAKL6r4mMtAqcq/zCFO4zWMkmrhP4wi60J5FkFBw7zhJsq2rVSOcJDajTlNVSu3ioemirXJjh/Pn2TMoeVM2pZVXyMO8ZHNTw2Ag1szzp7oFmx/XNu1PI2tPJxVDVIU0EKOG/CfQcRIXbKIJ8nX2aSwQFeVUKqXJd73negsySY6gd25gHlBaFi8EBpKnCavh8kfJXj0qWtZyp9L/TB+Y3qTvPWCK+m3tegv8t1Dss/iMrCf5jw7B8Tg70MZzithycwzAssclN8Tu6dJhuvVenH9cTqDLU6BCJfx3rQpfQWXgpycm0tVIUEvKK2Wg8S6qm3U/Zy8p1WX3hjD6COh/JEGT45BHeXa5Z08OQdFearoyqcP//O1WVKSscpaSR/0h2rnBKBJDLKkCzVTc03yns3Ll1SZ9W3G0YXQ9iMpLgaqej+cseBHSvfkb9FdXC9ecXj8uYNplGgqkFtaWpNjzvum0LBVUpwPebcelFtO3Lv+/tx7epnrYjIhlY+TanstawFr2+Srm7wjmpFj8pXE+hnoAAaAukU3lG0dqX0Dvqt5HEo72WVeSx7hHXW96WksSHPRPlopZLOlaEdN8gbb8JL/v0wxZOvL/V+h5RZx9daaa1lXg4Ko47q1jihOUyaGrusbe4Nq6PKex9l/L+slM8g7L7uWSW8MSZ+X9fxF3uxdJAHNoqVPAiiGiZU1hMKavq8Ll0lXDTAc2xa9jCDoIlRk/o3+TaJu8dJpVLd/l3MO8rOorrvNagNg2BC97zcD03hz/WkcT2/pjSOB1dHhTnkDuM2NFqH0dD5nPNu+tK+1FYaLyPlU/fh6tYv8n+Pba02VDbDBvMwC3YYDVtPGjbYR7Wahym5JjwNo6Y51lP4rNXjrUvXJ5xz+R10ZZLT8dazUOk6o6M8dDlqm4cKUwdX1uQrJh1NeTcd+1VKfJT61zqHqgzOtVj1feVfAmlf1df1lw5KASp9Kehlo3zyg3hQhzaBIsoDrW5dpcoCa6KQypZknv9hvJWpT0ANcNvr6hkFkhyUfj28n7SO0r/puk7peR6SQw24DnmEdo2Sbpyx5u5Syed0C/f1NHy9kKrz9SMIlyoPZhzIOJ93LXSxPalBirQ8r9YM9a1r4K5mdLF6r04GvuLWfKoE+Sg0cF1jnRYVR1nAHLfsqslSBynW8THM2xnGs1P8o7ZlkPIrQ2lSylMqqCBsB/XNetC4Hl3fmkluLaUuj07Xsyxwl4XMBZ1u0E+UWoLZidiUeX4rx8QAfgdh/Pn3g/IOokEG1Xoqn3ENrKr8dWmqaL3aUrVscCmp6XrTKLThlc96fNQ6JTPsQzeFuMo85kPq5ye0iPSF66kqozyg3aJ82dqtXHDMQT95S3cQHDmKR9DH2wjCqq7M9PcReagrq04BN4Ufm6xNDfOOKiEPAXJKReXUlGAjm1u94hQQKK1wUbfzinot/ezKGjYfykbOIME8yLAYhdYqzNcqL8Y1SF9KeGuc+qvaud5t2PDKZxQaNvjHGdhNFg+HCeT1sGoKOfN1l/nKpZE1wGZ1GP16eXRroVHrHHdiDso7aFxUKR6rd3LPlEJQxDhF5S6dAxhuOBTKHcZXjYdcp8ibQMVNlU3dnBtF6b8U9FKM65cbvaKUT5nWYwCNo6iqhEUVtt5UGYwyJcswlqNxlUYVbDfMOqyF1saocz3SD+J3XM9tqOczYB3FCf04DaUEXgKlDUpf5ns95GOdB7NWiNuVVS636t3FpPVcp5zQaLQhlc+ocFBV3qq/R108HrZG0lTo5IVv2Yuo86AKk6ahkO97X5GmLIjr+qR8G2dVGXVCar2gj3Epz1MZAh2WflylXFawRTixFE4n0TjufpgMhss+9TDhbMdOEq5pAKSaJO57X9WOfFvy/zpvro6PjJ/xvOxB5Q57Vveuas5dLjRq2/rS5lYHy8Fos3Kk8E85rxuPFxPe3JDKZ2lpCcDeFb6e46bRosI6ljVq/poyozVWVVn+evXrevbpetGo9Q1Kv07joUp855/F5XL6Jnet+F/f9g6pqnkd6/zRByjTS1L/ZU51SrbObFjr1vClpSW2bds2MI2Sy03tNyBjDIcPH+bWW2/l+PHjbN269aVmacPT4uIi119//aQ/14km/bm+NOnP9aWL1Z8iwtLSEnv27KndPOVoQ3o+WmuuvfZaALZu3ToZjOtIk/5cX5r05/rSpD/Xly5Gfw7zeBwNVk0TmtCEJjShCV0EmiifCU1oQhOa0CWnDat8pqam+MQnPsHU1NRLzcrLgib9ub406c/1pUl/ri9dDv25ITccTGhCE5rQhDY2bVjPZ0ITmtCEJrRxaaJ8JjShCU1oQpecJspnQhOa0IQmdMlponwmNKEJTWhCl5w2pPL5i7/4C2688Uamp6fZu3cv//Ef//FSs3RZ0je+8Q1+8Rd/kT179qCU4p//+Z8L70WET37yk+zZs4eZmRne9ra38eSTTxbSdLtdPvzhD7Nr1y5mZ2d573vfy4kTJy5hKy4Puu+++3jjG9/Ili1buOqqq/ilX/olDh8+XEgz6c/R6C//8i+5/fbb04OOd911F1/5ylfS95P+HJ/uu+8+lFLce++96bPLrj9lg9H9998vQRDI5z73OXnqqafknnvukdnZWXn++edfatYuO/qXf/kX+fjHPy4PPPCAAPLggw8W3n/605+WLVu2yAMPPCAHDx6UX/3VX5VrrrlGFhcX0zQf+MAH5Nprr5WHH35YHnvsMXn7298ud9xxh0RRdIlb89LSL/zCL8gXvvAFOXTokBw4cEDe/e53yw033CDLy8tpmkl/jkZf+tKX5Mtf/rIcPnxYDh8+LB/72MckCAI5dOiQiEz6c1z63ve+J69+9avl9ttvl3vuuSd9frn154ZTPj/90z8tH/jABwrPXvva18rv//7vv0QcbQwqKx9jjOzevVs+/elPp886nY5s27ZN/uqv/kpERC5cuCBBEMj999+fpnnhhRdEay3/+q//esl4vxxpbm5OANm3b5+ITPpzvWj79u3yN3/zN5P+HJOWlpbk5ptvlocfflje+ta3psrncuzPDQW79Xo99u/fz7ve9a7C83e9611861vfeom42ph05MgRTp06VejLqakp3vrWt6Z9uX//fsIwLKTZs2cPt9122yu+vxcWFgDYsWMHMOnPtVIcx9x///2srKxw1113TfpzTPrgBz/Iu9/9bt75zncWnl+O/bmhAouePXuWOI65+uqrC8+vvvpqTp069RJxtTHJ9VdVXz7//PNpmlarxfbt2/vSvJL7W0T4yEc+wlve8hZuu+02YNKf49LBgwe566676HQ6bN68mQcffJBbb701FXaT/mxO999/P4899hiPPvpo37vLcXxuKOXjqO4u+QmNTuP05Su9vz/0oQ/xxBNP8M1vfrPv3aQ/R6NbbrmFAwcOcOHCBR544AHe//73s2/fvvT9pD+b0fHjx7nnnnt46KGHmJ6erk13OfXnhoLddu3ahed5fVp4bm6uT6NPaDDt3r0bYGBf7t69m16vx/z8fG2aVxp9+MMf5ktf+hKPPPII1113Xfp80p/jUavV4jWveQ133nkn9913H3fccQd/+qd/OunPEWn//v3Mzc2xd+9efN/H93327dvHZz/7WXzfT/vjcurPDaV8Wq0We/fu5eGHHy48f/jhh3nzm9/8EnG1MenGG29k9+7dhb7s9Xrs27cv7cu9e/cSBEEhzcmTJzl06NArrr9FhA996EN88Ytf5Gtf+xo33nhj4f2kP9eHRIRutzvpzxHp7rvv5uDBgxw4cCD9ufPOO3nf+97HgQMHuOmmmy6//lz3LQwXmdxW689//vPy1FNPyb333iuzs7Ny9OjRl5q1y46Wlpbk8ccfl8cff1wA+cxnPiOPP/54ui3905/+tGzbtk2++MUvysGDB+XXfu3XKrdeXnfddfLVr35VHnvsMXnHO97xitzK+lu/9Vuybds2+frXvy4nT55Mf1ZXV9M0k/4cjT760Y/KN77xDTly5Ig88cQT8rGPfUy01vLQQw+JyKQ/10r53W4il19/bjjlIyLy53/+5/KqV71KWq2WvOENb0i3u06oSI888ogAfT/vf//7RcRuv/zEJz4hu3fvlqmpKfm5n/s5OXjwYKGMdrstH/rQh2THjh0yMzMj73nPe+TYsWMvQWteWqrqR0C+8IUvpGkm/Tka/cZv/EY6j6+88kq5++67U8UjMunPtVJZ+Vxu/Tm5UmFCE5rQhCZ0yWlDrflMaEITmtCEXh40UT4TmtCEJjShS04T5TOhCU1oQhO65DRRPhOa0IQmNKFLThPlM6EJTWhCE7rkNFE+E5rQhCY0oUtOE+UzoQlNaEITuuQ0UT4TmtCEJjShS04T5TOhCU1oQhO65DRRPhOa0IQmNKFLThPlM6EJTWhCE7rkNFE+E5rQhCY0oUtO/z/O3peJHAaFJwAAAABJRU5ErkJggg==\n",
"text/plain": [
"<Figure size 640x480 with 1 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"%%time\n",
"# This is a function to test your code. Replace an image with any image you want.\n",
"show_image(vertical_seam_carving(load_image(\"images/plane_4.jpeg\"), 200))"
]
},
{
"cell_type": "code",
"execution_count": 34,
"id": "5d59fa17",
"metadata": {},
"outputs": [],
"source": []
},
{
"cell_type": "code",
"execution_count": null,
"id": "cd3b4bd3",
"metadata": {},
"outputs": [],
"source": []
}
],
"metadata": {
"kernelspec": {
"display_name": "Python 3 (ipykernel)",
"language": "python",
"name": "python3"
},
"language_info": {
"codemirror_mode": {
"name": "ipython",
"version": 3
},
"file_extension": ".py",
"mimetype": "text/x-python",
"name": "python",
"nbconvert_exporter": "python",
"pygments_lexer": "ipython3",
"version": "3.9.13"
}
},
"nbformat": 4,
"nbformat_minor": 5
}
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