{ "cells": [ { "cell_type": "markdown", "id": "6def851f-4fd6-48e8-8c17-66171cebb274", "metadata": {}, "source": [ "# compact_PIV tutorial\n", "\n", "This tutorial gives examples of constructing `compact_PIV` instances and retrieve PIV data using it. " ] }, { "cell_type": "markdown", "id": "eff32700-8f42-416a-9809-fff741dcd719", "metadata": { "tags": [] }, "source": [ "The idea: More compact PIV data storage\n", "\n", "Currently, PIV data are stored in separate text files. A text file corresponds to a pair of frames. This leads to large file number when we have long videos. However, not all the information in the files are useful. For example, the x, y information are repetitive in all the N text files. Instead of keeping N copies, we can just keep 1 to save storage space. Moreover, the mask information is also repetitive. Therefore, we can seek more compact format to store PIV data. \n", "\n", "The compact data structure makes it less straightforward to access PIV data, due to the fact that x, y and u, v are not in the same shape, and we have to specify the index carefully to avoid making mistakes. I think it makes sense to write a class of `compact_PIV`, which defines the conversion between traditional PIV data structure and compact PIV data structure, and make retrieving data easier." ] }, { "cell_type": "markdown", "id": "6a50141b", "metadata": {}, "source": [ "## 0 Packages" ] }, { "cell_type": "code", "execution_count": 15, "id": "2fb2cdac", "metadata": {}, "outputs": [], "source": [ "import os\n", "import sys\n", "sys.path.append(os.path.abspath(\"../src\"))\n", "from io import BytesIO\n", "from myimagelib import compact_PIV, readdata\n", "from skimage.io import imread\n", "import zipfile\n", "import matplotlib.pyplot as plt\n", "import requests\n", "from scipy.io import loadmat" ] }, { "cell_type": "code", "execution_count": 11, "id": "0567381a", "metadata": {}, "outputs": [], "source": [ "# download the test data\n", "url = r\" https://drive.google.com/uc?export=download&id=12qHZ5Zx2idJTBohJEmA66uMPy5xTOl-_\"\n", "response = requests.get(url, stream=True)\n", "\n", "# Download the zip file\n", "zip_path = \"data.zip\"\n", "with open(zip_path, \"wb\") as f:\n", " f.write(response.content)\n", "\n", "# extract the zip file\n", "with zipfile.ZipFile(zip_path, \"r\") as zip_ref:\n", " zip_ref.extractall(\"PIV\")\n", "\n", "os.remove(zip_path)" ] }, { "cell_type": "markdown", "id": "05e5308f-805e-4e9d-bdda-b6225ab65c46", "metadata": {}, "source": [ "## 1. Construct `compact_PIV` " ] }, { "cell_type": "markdown", "id": "53eb103b-d050-4fb6-8b9d-9cbd0d8aa523", "metadata": {}, "source": [ "- from conventional PIV data filelist" ] }, { "cell_type": "code", "execution_count": 13, "id": "474a4df7-70c1-4f82-80bc-05dfb29e133a", "metadata": { "tags": [] }, "outputs": [], "source": [ "l = readdata(\"PIV\", \"csv\")\n", "cpiv = compact_PIV(l)" ] }, { "cell_type": "markdown", "id": "31765e06-0de1-49c4-b431-66dc347112c2", "metadata": {}, "source": [ "- from a saved .mat file" ] }, { "cell_type": "code", "execution_count": 16, "id": "0a58ffdd-7545-4e4d-a436-18b1403a4e6f", "metadata": {}, "outputs": [], "source": [ "cpiv_dict = loadmat(r\"PIV\\cpiv.mat\")\n", "cpiv = compact_PIV(cpiv_dict)" ] }, { "cell_type": "markdown", "id": "b710ad9d-429a-4db1-955e-9a1ff2b6d359", "metadata": { "tags": [] }, "source": [ "## 2. Retrieve data from `compact_PIV` instance" ] }, { "cell_type": "code", "execution_count": 17, "id": "c9bdb28d-de2d-4dbb-9c8d-8c1a84faea42", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 17, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "x, y, u, v = cpiv.get_frame(0, by=\"index\")\n", "plt.quiver(x, y, u, v)" ] }, { "cell_type": "code", "execution_count": 18, "id": "d907815a-cdba-4264-a7fb-2536d1351959", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "[np.str_('00000-00001'), np.str_('00002-00003'), np.str_('00004-00005')]" ] }, "execution_count": 18, "metadata": {}, "output_type": "execute_result" } ], "source": [ "cpiv.get_labels()" ] }, { "cell_type": "code", "execution_count": 20, "id": "833f95b3-e94a-449f-b04f-bf60b2eae556", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 20, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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/0EJrV2CYvuPmOP7ELcGBw5gpICwv/MrZlOmWQmFhKneLwhwpRiNxW3CZeAcLwpwJ8YhUYIwPY+1Mj4R3/FTPMqt3fWI270yh5qxTCCgl/MPnOMc5SheUb4a5fsRbhEWMtavzL88Jw6tc5SpbOiJcupuPbwqd947qvT/96U9LrJP506eMIQpyU69cCjG3j3zkI0tBQZixVD3lKU8pnyW4zT/XGFfBSNbE/N/ylrec9urogrKWfmBhKOCj+8ncsDja+5Xgu+xlL7vBkpnPxu1vf/uyTV9cDKr96XfG6OZeEeV5tDCN9IlPfGKyyv3iF7/Y1ObsUoqqW7L5MDfZ9RbkffZmtVcoYywQFS7C39sLn/rUp8r3Wq83vvGN7fyxtmSeEwqVPcKKU/WHwlDhURDrVb4gjAqOfVbNkbFoq75pzbRVbivkfZXbE5nzTmny+46HOV/dRUwfO7wJLEW1P6INH+rOl59uj7A6duPX1vFT78PvunFq776JXM4rHhVW5sxLR2WsswrZQ52rLLwPnQzIrvyRnNtuH/h9ZRmM/dNd6MybcXbzh4d3671LuJB2ZlqXAkPgULoqhQpuhD8fcDNvQu6NS17ykpO/m0WkOohcEQRB3lDhJwckdAAyAV7e8IY3nMyl2R3BxUeZtIkpmaPLD26EVcbtsLrl+iYcSzbhO/TM8+bCTXckjIa5GI7AfIzEsgZ7wFUBj5HHAhx5rnOda1Ko4BFGIsSAZY95zGNusoLoz3ve855p/liFsiDAhM5//vNP+4E/PZO1ZP4HWM4CCCjZNzEP7zXuYBT6f5KTnGRyrTjkbufvfe97tz7LSnKHO9xhamM9GxkQZYrlAQPJFhhYGuOgjGXBDpwbrqzMWKwTi8WtbnWrTYocBU3fgb0pFCMRLPakcbosjKR/GJXLhjXNrhdKAMsNwChXSH4WEJmFlTU1kzXlDtPfrJSaa3uBVStjdryXS1l7xjzZx6x7zmF292C2hK/9Z61HgWouudb01cUpWwgJJGP0XAY6AzoCi/qmuRjJfjIvvsmKl/eX82hNzHsGXuMJl7vc5SbsVQYr6+9//dd/TdbuBz3oQZvmFq9wjrLrMgi/qFyJiGDOQOVxXZ71rGe1LjausoxZQvpqrblZ8xyY66Mf/eiTtb7C7cC2mYNKKbCvXA6saz4PLkHmnYJcCWF4KLjEzj0Fs9QpOOaucp8j1uzMF4PwDpe7OSt8JbPsa2tajeMjH/nIBALvFBHW0YrveReMFatjHqc2F6899tijVNjtj2td61oTf1wHLQrMmhSYMPtX+A4m5i6igLJAQGj3d5koLhgZrEFWQpANiGFXVg+3UMzh3ve+98RMR3I4T3Oa00yHkaDNiHMWFm6ODDDEWC94wQtOSkx2XXGDUYqMBWMaiZAOIGmFWWLWD6tdPjSBnalAlgQ5BqctR6g5bG5LlJBqbYyFoqENRmtkoCxP5j2+W7mQCFjCBxCXW3RUkLg1udm4mTCSMdILQ7Eu3FrcLCOWiDAFHKaouZGNigqF1R6isI2Mx03cWCidlJ681qwyMQdZ4I3A6+ya8m1MTJvns9JkvjuMFeUigOBZsIt8iyia7EbCyFmZor8sPDmiKtqywkpJDNzR+c53vk2MnhDVRoBnomjEWPKt1LnrwOkUrIg0ykqB/RBRblUUV1g/K1ca4YAvGGsW7PY1Jcyz7373u1vgf+Vat6874HBYmjqrxvZQ7Gffq4SscZi/ysVtrfUVri5bxVw+tFFSKje3S4K5g6PMhM8699VzyFkXRber028ai01Q5/p1Aausm8FrRl52RNOiwKxJgXHz7aJVHDbAVwKvIuHHFbNGbrkhCEY8UPjIA4PBTTGahQkbikuElWYBjPG6FRKkXCAjsVpEiGzGaGgLZs5Ck5lVRIhU5uSIlPHuTAQMwaI/FVGIqlDfOHAElltpRczeLAVVtAy3VAgvuIyRrKVbsvn3/syAMVWKnD5nDIS/1R83aDikbEoOsHO2QFAkIwyW8pBvN6x42rLLKrBOfrJL0dwSItoqFwALjLb73ve+m9oI8whxhwUaiaCLNi7kkexFioi2bNlBbtzaKNGV0h6KSMZyEOYhvAm4TJQ+bW7mmdzUQ+hlwrAjyitbAP07IrWyooYofpVChYC5tblBV3uPkpIxUiNf8N2KKGuV6zeEDIXcWa2IxbfDO825TraHKFidi8NamvMOqAzo7RJRCUx7sVLIg1gcs6U3iAs2pz4YiWKzLeG/0I6hRYFZkwKDYVe3rJGRdYeNyZqikXOCBDH7V7dKxHoSgiv7kikpcQPMNwpMIfJtuI1k68xFLnKRqY2ClOl617teGw4dt8oKZ8AaQdFiYqyI1YECVJE+wYR0AFY3VriqjjBRilqHAeHeqnKAxDyajyykX/SiF00mbuMV3TK+G4OMKC9jHm+Q3hcCkQAfnyPUQinlehjbMHzuikrwM9kGILsSQhH+Xpl2uSgI0mo9Q6kyhgp/FGkMKmFpvVndbnrTm25q00eWvErRGAHmlcLFJWbP3uIWt9jUZr58z62+ws9QpszRXHRThVdxdrVVOCuKu3NWpUlgmfNcJ8SlkajGEXshK6pZEanwOshaVvg1xPJ3eCsq20PmJl8a8vg6EDN3FOW/w2Hgt11bN2cL7fy0KDBrjEKaAy4RAiwmHbEszCUc4jpxW6kOpdt/J5wIGLfZKuSSgCEIPZv7TkgQoPzMXRK3KsLEbZ8yxk1QETN7p4QYf7ZWZEELO5IpBNXc/LpVUfAq8zjhgqFTILPfmzBjMdG3KiLCulJeqvmHWQmXWo6CMpZIlJexAfoZymUOvWcNIPgrSwFhxzddCSfWJGvdRXWwvnAfdKStsj4gYeGVqT4Ef4VzQRQi2JGKzDc3QBdNxDJZ5fYJCwRlt7oQWH/rVZ018wZ/VJ0xf8/61V0yKD9dqgPr0oF4nbMOlI0qq2xQd8ZinB1YfmfJcWJOu8AGbaxLHTAan+kAqGhbbrC5OdjW/MyFX8+1ee/cu+eenVM459oO2kao+Fz7XIj63PzOPbdL1kLa3Um68/e///2rF77whVvrNo0khfmHP/zhKQ25NOpVOm0lE9R9yiQF/13vetfpR3p6adaDKJrKAVzvetdbXf/619+Ualrqan8vbXZO5y7N+Kte9arVO9/5ztWJTnSiKXX5mEL+CU94wpRa/ne/+92mdNJSwOvLMY95zE39/eAHP7i6whWusDrd6U63KSW7tOuekWJ9pD/96U9TKnFjUesq1/3wrPT60ldLqZ1JCnhp1c92trNtapPy+yY3ucnqyle+8upYxzrW6njHO96mUgKqoEuTfspTnnJDnS3p7q94xSuu7n3ve09rc45znGNrmzGY87Oc5SxTZfRrXOMaq5e//OVb64Dc4ha3WJ3kJCeZUtSf73znm9KeBymnYP6l+Vb7y94J8v/Nu1IDxjOmpz/ggAOmFPvSnO+xxx4b0shLEa9UhrT4UtRnkjZdCnSlCqr9d/zjH3/T7+Ob97rXvab1zPNrXe5///uvznOe82wqXxDf1C+V5zMZv3FUac6lcrff7cEqZbsU8eqmWZtM0vKrTq+OWk7B7ww8/OEPX13sYhfb1BZp6692tattSs+PlLHYe++9pxISmZQLcBbt72r+7JFctsP37Xvv9axzlss/vPrVr55KaFTnxb5Q2iBqyQV5Fz7jvFQp7ZXMUNrAWarIOcKrKrJm4z7O733e855XltYwNvOex+hM2e/4V65lp00ZAOe26o/1d64f85jHtOn1lbmo9o+9WvHLIKUonJOuptGee+7ZlhJQ0kRpjorM+X/913+VbUo7nPvc5970e99x5pV2yaR/eDueWdFPf/rTiRfn8hfxrD1JZlVENuBhFRnfBS94wYnXZLKOzmVXwuEIoy27Ka3LAhNmfxE4mZiIw7xfhUS6TfLLQ6jnGzJNl3kaUBQoN5s/IfxhWdywM6BPVABfuG9mH7ybHcuMmwx/+giiC8yO2y+gZrbOyGTKDZSxDSwZLD1uvzkhHRdDWCOyK0zfw4pRZV+FHQqgs7mqqLs1wyUEyDLjcoB6wwLFqjG+w80vEsf5ySBn+8c44BdYSYT1uoHHLQsoWc4brjoWFUDauCnBacD7eE50BVdUEACufcJVYb3HJHH88uYnrFhhEfE97rdwF2YshoifKEmR3ZzCeAFuWc1Y20bLhLbIVGyvjOZ8fwfcGsDs7AqIKCNtObQbfsFawA7p82idMBb7jftNnqgcdeY8wILB3uTIHjd2IOYKGGsNIrdRPv8sNix7sU+yJc05MhZutJyvieUp8Ew5I7b1DUtaLvdhnPZOB5AWzRJg5RwJ6LwYX3ceRBJpqyJMIvtvlHDJxALa5dViza1wPohlqnIVhqXN3FQ3c+fEvOfoOGfF+dFXrt2MLYwSLFzOlZUu+DHsXOYN5lZbFRRhXzsH8EedRfywWG/mrOxzz1ZyY2yrnv3KV74yWekqawn3okzjOcIN+R2MmnnK/cWvRCGxvlfYJCB361G99/CgxYW0JgUmsB9VbYmoa0JIZsK4MAwKDIaVoxz4wSlAhD9QZKaIggBozCF6GEakI8/MzIYX0SJ6CVMe8xpgijAfGDaBNzIebcGUM/hXWwiIHBGEQiGokrcF+FJYcybCJ4TzoU3QhfkTdJ7FEMcDacyAyIFjGZMF+jtMlQIYTLR6NzeQv8mZT73b/PDjq71D8QwFxtybd/WSjDczCTVagBAzZgeuJuryiDwbSehmKIEZFIqBdUKWGypCyf1kF0kAzCv8BxdZAMxzSDPzPveQtlxzhsISwttPDscfo36yIgyHFOtljvKcR9SUnwzEDOCwnwxiHSPd8jmivEbpg1zjy5raz9qE3mYSGqsth6EjSq+2yk1r3e0d7ZWLgJDo3MaiS/S3UkQiW3aX8ZriWWU4jnXrck55bxUmHYolPpbJ3sNLqiSdXI/4DxB9hVmJSCvtWXjbB8Zvj1VBFaInq7xYiMCv0lkstHPQosCsSYHBjDDW6rA5YIRLVdANwUcE88zJjGjRIbzdSPN7+c8jFDiHGItaiSJ1WfmR4yQihjKuhJYdUSv5luubrC9VOLQ24dfd7c8NHo6nyhaL0QB0sihVFIKgSvV+SEgWVdaLKo8F7Ix+V3WYCH/M3tpmzAGGDTMRazcKE0qJb4WAH3M8CJuOyJU8JgIiShTkFPRjdt8Kt0RI6I++5hub90hoyPKTGT6lJSw0uW4ToUXRygpeVjxzRBoyH8Zf4Zr0PawIOemc/rHudXWLRK1oqzBhxh2CP2N2/C1rXpeyILIjVzf6SJNQhdfa15SQCs/jm/a7C0hFFOMKKB8KawbYj+8VjdXhvlx6qpQOyM27AhyjLunZOogVoMINUthgAjsQMmLtgf2rLA/OKSWtw2l0SQ7Xjd9Y6LDTosCsSYFhSenqviCMr2KaOUqEeS5T3DpZWvIBY6aOm27+vr91+68iWvQ3wnWzkjIqVVVkj7mjvFTMNfKKdEmZ3G66aB/C0I2/IgoBq1CuzXRowHWYZVW3JzIou/VVN0VtlLqqzAFmGNaNsd6SZyJpmDZCapx/1qpQPLOLRVsolxn8q6/hkqxS21OgRSpVCbO4xSjSFTCS+4/SWuXjEGKsr1VkmTFx6QDydtEwlcUtBA3LY5WIzDjt3Sp30lj8s8riSnDZK1UGZe+1TlWIrfPCSlpZLrSxelVuh1izKr9MKDhdXScKyFz0XKUYjnuvK6eAL1RRY7Fm6zLxHx50SEDGlMzuvLOurSsT7EI7lhYFZo1RSEyvnY+TWZcQrG444ffnD66UCUwavkK/q/ILImy4MTKzx6w9GxVxs3tAn9yC3Vgzee/d7na3KfIik1uu2yH8Q2Yixk9AdOXo9aGrG8PkT+hXERvMwqwD2UIQ88fMX1l9YpwUo4oxYuTaKsXFWpnbLrw4QmONmXIjUVrkl/CcuTH/rErmPzBKvkXwUAxYN9zeY8ye0V/Cye+zchMp0JnOcxs3EkFLicl5LpjrfZelMBcP9D6WH8pLlUnaGPjDq1wm9i2FqFK87T/j7PIfOS+U1kph8M6o35TPFAXF+RWCnK1C/hbGhgCvrAzaKE6Vgm3/mYdOgYF3qUo1mD94IQkGq/PvvbK7VuQssShVz8VYqizbgd3pInHspw43YY91UVHGMofT6Mi3qmrm8c6uxtScW8rYzVtlFbEH7LnO3QX70iVq0x/nay7Mei6yh2LclRKgjHfVvimUnVUMnqQLGXeuu8rZ1rJ7J3I+urnHS7qyB3hFl3XZXmft7+aPcrmuWoOLArMGBcaBdyt2a65ChMPa4UZZFW3ExN3iHYosCAhY1hcCkd+W+TfIBuJDxoy5mrhgxoPFDA+4CLDL3DzeyoEu4WMIJW6mLLDCZaLPmWAmMCubOAO5AEwlcOMWyYyQ8KT0uMmODJSQ46bht4YjqJgHqw38Rs7wG2OxpiwIeV0jWZj2MZ1/zF9gSirBZG4iuVlOx+3gA7bCDIQg5xqipAQA0dybAwyEtSTyfRDo5oDwwfgpisEs5KMBoHYzhzlhTQnCrOECooLvmCPFWKwLawhBmoUXNyFlqUrIRzmRGZcim/O5xP6jWGerjvdYL9alClPAJcPiU1ncrIW9AEOUsTXW0FoK3Waxy2OxZuaMwpozhsKosKLYt+P+s98ApH3Tvs8CnEAEZKasZmAspZlbz7PZhUSJtZ6sL+Zo/Kb9IAMtK1N2E5k7Sq93so7ms8L9xR1Iic1C2pkTQs4qlkO3vVdIvP5UFwX7kKLdKZXwSp2y5VtdCgTKfpfd19h8swJ9uniwLFc5ssYEgXl+AnPIpZrbnMHAFlUuffxwzkrsQsPt11l4hMx3CqCLW6c44dEj/x7XjOJTpTig/DoDleVY/1giXXwrnvme97xnct9W75V4lWW0UtYplCzsZFaeW4ofQDtZky99+mPv8QjMFS8+LLQoMGuywGCoHbLdASR4AhWfieZNeNsclYsEY5Qu340kA+XcBkTSuHE6BOE3piWL4PBdzIOwDOFEIAQITnvO5+L2TjDx2+fsrN4voy2Lj9vxKAz9f4zXO4FU9SGIgI8ssn7yOAJ8WeEIROmEIpHxFJgiZhPvHZmv/lAYI6trzmxrvo1Tm/kf8QSeZb6PyBR9z0yCMPBuoEDJ/fJty7wDM3PtxW0ZQ3CjBtClcOgfJh7MPSKY4J3sGwxx/C5gMYWCcM8WJ4pAKGsjlsp3Iwtyxpz4nvkNzNOY3VZfrX+4s7KACuGsLedkoaDEc1W5gIgWqlxh+md+tGVMlNtolJ0wv+P+c/OloGkzR+O82X8RFeVndKEYp3WK/mZX7wjwzS5OZzdKFOSkc/pGmdRGOcqKI2tjvLeyMhES2sZzFBTrWVk6KUbaCNrKsmXPVlmMkbXo6vV4ds4N3pF16IruughRDjPgOoIT4LZEYI7zQ0EwBhgx527EyrjARX4lAtqlKZM1pPh02Xbha7YXa7c70E9+8pPWwoSPzRUs3h7r3aGhRYFZkwLjwHlvldDLwkbUBYaWyW3eYcOwKgUHY4509uOBtJEwUDc4P6OWTkkZo0sy7iFAiX7yjRNTjDYZLUdSsZiFQBuBMBJBOSopubox10UIyhzyHZlkqzIDxgljoR1Dq9oJYbdOgj/fnMxvgItzRlR/y6LhuSwsHVYhtBHdkzEVvjtGtmRw4Oc///mtCkUWJvZfKE/ZyuW7LDTaqhpXkZ7eeOOGqS+sB/E9Su3IhAglN9JKiXbjiuR4FNNR8Ns3IfhzMsQoRtlF2cDMBIg5375ZFbg8q9BuVpUQQpTokWFyJ4RLzk8GekbWaj/ZPE5pdk60ZUuTvRmXjOq2q8hmpaghlp2wHmayBlH6ICsixhUYtYrxh9u4cqGwWrKaVcqG9XOD7pIAWscKz4VYFsbaXNW7Dy0ZW/ecS1bmxeaF9Y5ltZoXlzmWxqqWkXXiwq4Ul3i38z4naOcSBC60Y2lRYNaIgeEG6g4/QYB5VgyQfzNu+jk/Q5QoCCtCNu+OApQVaCTKTdzickZP740iiBUzCwWnwuREf5m/u8gTzxLgmTBczD7n90BcT13W1ijaWN1kg5g0zV8Gvo5KTqUgIkLCbbDyx2O+hAkX1ggatdaUiVib0SIVCkUIRcrDGBXBUhXCNLuoWC8iP42fkVET7lGnKltaEKUxIpXyHFMaCFNKSlbyjD+K52WFNkConfIYYc9VATjWC/uhUuzdgM2Z7MHVWoaCk9eEkI2Q/EpIswx1IOeoWVZVTo6Iqsq1EJYxZ7wiZn7zWpGxdFmQrYlz1JW46Op7If3ssiObl06IE9DmYWegLn9T575x5jrchnd17puFdg9aFJg1KjAdMwkiGKoQYkQxqfJ0IC6HyDWRI43GW3CVJ4ZVwK2cGTYTgUooVbgcTMTtsLKIIPgX36wAYlHHJldFDuJ3rYoywhp0AN+wKrEUdOnc41ZVRViEgoABZqZJ0Zq7dUab91egSW4N2AEm7Qyo0xdKmfnIESXea+24O7L7wdpQtiiK2WqnH1xILDDcM9Xtlq/dXstthD+cVVfoDxYHOLYStKwiHaDUzbe78XM7dEBo55CSnK11iHUFDiQnOUPGpQhlF7VmrruIIYqNQqeZ7Atuxi61P2tKFdYdz1Kqups913CnUFA0O6W8mpcgQr6rDKwfc+ne12HqX8c7u/2G5iIS56worOXrKqewrfd27X7f4Wq2Fd49V9vpDzPz5wzNhc3PvbfjwesOxV9KCayJvvSlL00p5aUVr+glL3nJav/9919d5jKX2dQmpfyxj33sKa36WCog0kE/8IEPnNKuS4E+ppaXyv0hD3nI6uY3v/nqjne849SHnLpaKnPpoqX6Hkna86c//elTavCcElpaa+nzX/CCF0zp6TNJ8S5V+3Wve93Vz372sw1t0pef+tSnXl31qledUsLnVO777rvv6ta3vvVqr7322pQe/S1vecuUkr+iF7/4xav3vve9099I1Z9LNdz2trddPfrRj576fvrTn37De2984xuvrnnNa04ptY3nSEc60oYyBPqzzz77lGURrnKVq0zvlZ5eenMlH2KOLnGJS0zrLTW7lPBf+MIXprWUJt43pVaX6v1+97vftDekYpfG/BnPeMb0jL486lGPWn3zm99cnfzkJ5/SqlvfW97yllPJhSc+8YlTKQJlHuwLabqlXbcnrLnfSyP+2te+durTXe5ylyn9PPr3f//31Rvf+Mata+v397jHPVZHOcpRpn12/vOff+s4vedmN7vZNJbTnOY005yMqcz9vXT25iiXDLD/rIn35pTm0rE/7nGPm8ZgPkb63ve+N41TuvdnPvOZq+Me97gbSnPc5ja3md5tv+QSG+bOjxT9Zz/72TeVRfCcdc9lJ4zhbne722q//fbblCbdnpKy3Tt///vfl/vP+JV+yCnmra0U8dYsl9345S9/OZ1f5TesSSbrb4/kd/75z3+ezrxyDL/4xS82tdlr5uBb3/rWhjbvUQrhKU95yjQXmewh57oqN4Hsma4Nf6lKUcQ4xz2V6SIXucjEizLhYc5f5hXIPnfGzG8mZRSUGVCWoyq/4txa48zbzI+9dfWrX31TeZUg+/k1r3nNprUMsn/0uyJ8CJ+vSGmXqpSAuVPC4l3vetemNvtSiQv8OJP+KaVgjqqyBx/+8IenMiZVaQx8Gw8PfjGSdzlDt7vd7cpx4EsXvehFp/IbmZwxfMCZ36G0ZTeldVlgApSYQa/IDZK/ujNr+52IAn2ClRm1dLcoN223WxoxS8zYd0hxaH23H1Evo4uDlYQv3E0+WyVYHdzuRY9klwGrCpyLm3OV+wMGQYSTrLgZic6SxPTPUpEtMG7UvumGm333+s+a4DZa5SkBaOVq4E7JuIeoTswCwhIQZB5ZeyJza7ZeuZ1w6YU7JocNcokEQJgbZKxG7ZYhEsLvuZDcvmPdjCWAsdZdpJg1086KBKHPtQQXw7UXVh0uFTdu8yBZoHXgknPTduPxb1FJLCH+HdlkI/xS1JS+mCsWnREDwxLHZQUEbR7HW5J3wfnobwYju6VxY3hvzryMzIF5B2Qdb4mRB6cDbbsFB2g2l3iARxEpVLlUgXHhHwLwnSONxm+OoGyYERabaBvdXd5hLaI/2fUmzDlwUHl+jCOwZjnRpLWO6uEZyIycg9ibGR/DGhmuyWxl8d7I/VSFukYpgZw1GNkT3FnGVBFgeJWXB7Eg5bU6rAUH8RBuucrSJFLK+bI2I0+0XwM4zWKdeTkLYwC5s3WLlTz2gKjAKtQcb6syiQfNzcG2ijlWViogfryycsFyn8ILVu54fBAvsQey9ebAAw+czgLZkvmpPoqeFLyRoysRns81jp+M49F/7llRgKI2c9i3PnBrencXSn5YaXEhrUmBcRC9V0hqJguP8WmvzNOYCiVFKCHBl82FD3rQg7aGHlNExuRVsAV8+hi7MYW7w7+5NeKwjopG1LEJQG020TPNMqUTvlnoO2TwMb55qlOdatNYMBcCzaEbD4c5EIIaAOCMM/AcoC7hOiaEi2eN27OyEkcYcZCIqsDdAJOOh1l0VjB0/RrxJJGfI2quGM8oSDA3LoOYQ98fBTEFgtCK9tFlYS1GgQm/MzIvSiPXnvFm7BLGRIBLlW/dRyZCiaFUUUyNNYfYmvcQimOUUoAXoz/WcFzvEIjmaMQYUCZ8pwIq2wsjaHuMUMFAx/03ugZDsQyFgYI3ChlA63ivdR3N1fZxJGD0MyqVzhG8WLRllx1QaJQEyNE01jKSDuaQevsgvllFyUVEX5VYL4DrvpuFuH9H9F0ubYAIUW2VKT8AvpUAori5KIw1tnJ/q3xKyP7uksBFxfbDk2BxKveIc8p1mvFPkZICjzAH2UUiUlNknPkGBM6RRnEh8Y5OyLoAdLlTog8L7RhaFJg1KTCEk1uaA1SRG69wwQpfIIEYLArhkYUZcgPD7Flfcq2lyMVB0GZcCaBiMNZcM4WPOEKTM6MXAhxtucaPcUSoqp9ciI9WDzhM8GSgJMYaZREkYsuMnlKkrUqeN4KVq5IMno+MuFU2WZYOeVAqULK1YxFincjFOI0J+FLmVs+zLo2YGMKfokDZsH5R1DCS67HIUTb0a8wh4kYVQtpNe2TUudTAGBUTlo1Q2CK3TLRRyGIevTeS1hE+FNUAxmobLRT6E+DgXLuIUA5LVVZoKQ1wPMZeZZT1TXtJqYLM+I05vjkqIohQo2QRRNmSYN6th7aqeCrBTTncc889N7WJsDP2CjsjfQCl3TnNRKBFxFBlIYRJMgdVLTR4JApFdcPGh6xJFQ7NMsdqVmEjopRAFYmD4K5y3qNxzboQ4p2FOjwI5arLPozwQPmMcm6hWF/WJ1aJOazKHBZloR1LiwKzRhBvTiqVye2xEr7Mp+FiqgSoZyKaJadAJ9yi4GBVRygiS6q+MT1irFUVWYe8UyZYQyIkN9/ImEIjoqqyNrEYac8huWP+ily5d7wZaadIVERAEuA5P82Yv4CCkW+YUUE6rB9zIDTMs4t0YA0hPLNZOpQggjie1VeKSFhwRleJvzdPlKK49Y83QhaKuLmby5wynuCTd4PlBOg5m4EBjZneuZlyHh/Kn+8BJmcS3aWtEuDcCxT46jm/048qm6i+AfiK8KmIxYcLq3JB+CYlpXIDUMhYtypBxuxeZZ8ORTeHkucQ7goQj8xdBU6PCKcOxOs8dS6dqHBeEeW5s4iY8zkA8O5IFFuWzc5Vw33EmrUtsPG6AL4LHXZaFJg1KjAORxfih/lpqyq2jniBKmupmxuBoz0zejepuB1nZYNw0I7pVrVftAkdrpi5Nll1q/weBHzcKjPa31g8l10qI7PGzKvbutukGz4rTSZCmckXxsXtOlt+RNWMSsgYVaSPlLRqzTF65vsq7Tz8UVgGqnXzTcywirZiGrcfoqRAVnTC9UP4cqdxXwXeJRQS76ZwcXFFFM9443bDhr8IxdX+GpUvc0Qw6l+kyR+JG8Fcmbf4JpO8frMeBbHU+BtrwMU2+uONwzN+b77GEgZu+r7pb+z/bAWMnDyUQms7ChZt+q+PlLcxoobQpkTxtbNOchMGmT/KIrerMWdXie+wihFmWZCZC0o3xT7jrMwrBcxeyuOIUgwUvCoMXz8oL5XVw1zrb1dKoKr1FGTe56JaOtzJtsoFdO+0D7r08vZxldV1tFB1PJf7vYsaooB2FhHKZhVppf+wWV2JAhchZ74apzm1d7q+eqaLzrFnqozC4zirNbEWrNWdwgmW0CnN9o7xVPTb3/52irbrCgzD8nTFQJ2TrkQBHs4F2+0TZ7dLhHdYaVFg1qTAWGw+9CpXhsPJKsA3m826lBNuIy4iCoi/G8mmJrAdOKbm0bxt4xNuXCeAnXzt46YCgoP/cJgj5X2QDej2D+Cbc4kQEHAUNrebft6oTNdCpQGAc34PSgu3E9dALouAoXgvpaDKEuqmbYxcLpnBsqwYH8uQ744ClvA1t/ziobyEUIsq11VSPsTixeXCwpVrBFHSuBu4lrgPxmrfBIv1Bmx1Yx8ZjPkyfpYkieiyuwJTYcEyd/z8hC4BoG4JV4K9YJ+YA2PBwCkyQHPGGcqM34eSY81YVOwFfcsMz5wBOhOklOVRqfLdABVTPkdyTmB/rCUcTyZzbt2seRYmEv+ZG+H9uWYRxdFeoExkS5AxcYtS2s1TdhmwSPq9c5EVSwDEAL/mMFtKj3Fy9eRU574fbtyc4ZjiwfXIZZVLCVg3gkBbDoU3xxRIa1ZZMp0DFi37KCu5lEW8IAODg5zpfN6DjM2aVcUczYF3Vm5WZJ2rPErI+agwfjEPXQkC5KLUua2cg1y7C1GKzU2Vl8feZ/Ez5xlDQ9G0/i5COT2CPsi7o72yCEa18goAHfsWMDvzJ/tOfxQRzWsZhWKtZw6mcL5kNpcsMmP78C7uWe7XyjLPYu2b+GWegw9/+MMTcNwlM1+wrFUEnVSQBUqRBJKwaZXyGDmYqr3gssGb4G+2J+nhtmhRYNakwEg9jSFjnnkD27Ru2L6bC57R+G16bSKQ1KzJBHhG0BHKQJ3h8oCnCSyEje4QhHvEBo73EgYjo/M3sQkrNxAiPGxywjdvYtYKh4o1JAsQmntEN+WIDQTXQKj5ZgaguimIvsF4svav/75rjvUJI8JExtwvlAzKCIZAGPkbwj2y0xJOY0I/ByxcbH4qdwSGFdgHP6OyxyUYWWoJxjH9uBsIphPPjXigwHCEoM3WMfPqfZTB7HLE7I3H/ObigcZLkSAUPT8qef7O3Js/ikxWWiNyw7vH6AJ7OSql+8mCxphjHDldvL1gn8TezsTdFu8dXSjWGpakSu6oP2MWaeONvW09I2OzH8rlGBkWlkE/FL3xTBAwMQ7zM+4DVgDuKG25bhg+EokDKTE5YihwaM5pdk16bwjTCh/DHWW9KiWFhY+iW1EonV0xx7lMtSxTneXiiCZWG8pUNX7zSqGuLAiRMwv2KltW5byKPSDaaFwTlwdr6MIiEquyUlHidnb8UMiVznLlfFNu7dU8RnNNAXZhrqwo9odz6WJcKcjOLQV55D2HJy0KzBpdSBHlUVUVxaxophhsJhuJtstdU5n7RBo4WASWAx3IexvU7TawM4RtKBQ2YkTBuMVkEiIXBznfVN3OQvBkl5b+ReI8P6PVwjcxlrB45NtqCCC3JkymKizo30yihAkrj3kb3SYwEQQ0KxCTrL8ZnyUII9KE0HQzYZEAGjYPlLnxYLuhsU5F7Z2c1h6Dc1gjsmdURphKAV4Dg+T94UI0T25zEXWlT2P5BFaQUKy0ZbdEFKsj+DKT9p5QXMcIMuOHmYi+uvWPY8V8IsMvq0C4SVg4WIpifOMcsKoQ/CHcx/0Qt8DIKOy/Y1QIy2OU0PBjvYKsizFGLSUKflhwvBeomqCNZ0ergP4y81M0tJnLcX85h1GKIGNLKIABqs43cPss9kG+9bMGBO4oK+2EgCirDLjOUUo5G3a4IXOIfhCFzDnpMFlVyoagKtP1uA86IOyIB9vRNNePDocWYdIuXxmr5UzaM9yueS2cky6Fw0JbNmQXrxSXIGdvnQreosCsUYFBboddiKJbj9taRawrhEs2w2PIFIaILMmhkQQwa0N2PeV6SNVtzO1eW8714pvBrKvcHwG2rZ5lfoxIo6rCs/6yMsXz3U2QBcZ73HwpOqMgpvAx4xL8BOuo7WNClMF4PwUjGCHhKo9BV5COxYCiU6VZdxvB9LgL5CEZM9l6P0WOMiV6aDRbm0v7wW2aMBqVEbccVjRMlbspnjO+0UI21kPyLS4O1qQK4OsmTzEIUPiYF8ffudVGDSbK7ygkKBjmmkDNYNxwJ1b1pDAse8l6ZNeg99sjXJ2selkosQaac2tdFRi0JpR+z1f5UCgalNncFlFXsFZ571OeuANzuP6IR2ChybdTa2kdR1fiSKx9OUorSHRehbNCzrR1qYhA7TLqzoX6bgvjsrMoKYc32UNdRnRWNjidJQx616VFgVmzAoMx5ORuI+WCfyMRghVYlDCJW37F5Ck/XY0W1iDPVjeWSFKWq1GHD54p0E22ojDjjxaQIPgNikVXNoGJMqKYxjDgkTDt8Ef7GXEJlJkxzFgfc3SBOWFlogjoI6E11ik6JLQtRr89bVU1V8oRC0PGJVAUWDwqa4G9wtStrUrTbz64K7kcswXH960RZTorxObQLaqKpvEcv3cXacNaRoBXFgPzbx3y/g//POXNOEbLAMtjKB/O67iHWUvC1UEg5RIPUXfIHs9nPZRmykHOI0JJNU5tOSUCRVlb5bbQT20UrmrtI4dTRfG9XYEO7/OwrbY5RayK9gvcRZX4LdqcqzklJuO1RuL6rsqJxDnuwtrt7w53ZBzORqWQGhPXVueS8Wx3YT74/855RxE0UJH92smxuRIW66ZFgVljHhj+1aquEGLKZpGokifBFcjFUhWYc0P1TkmtuChGpcAmAzaz0RzYfNi5ExxGTDm7KBwI1gq35yzEfJNJnGupSlYHP+F7ck1kzA5BK2swU3quVs0MzyJCMGDY3AuAiMGIYFsij4qxeJcIGzd7ftdRWcIsAHrdorWd/exnn1xPOaOpd4vcIhyrDKPcXNxvOeokBB0FgCIQ1hH7xre9F2aGYjUKn9hX3E5cLyGQR+yImzisTwjZ0ZyNAbKmmV83RozCs5QGfZDvZzTh6iNFBlM1f/YQxhWMyTxSYilIFMKY62i31gSrd4TrEyMNhc9/uSJZpSJZ4ggYtDfNj7811ngGuQnDQdlj4coJYeV31p9lJVsm/I01i7w9eV+zusB3AXxnlyvhRGllzcxKgfljPePWyy4U34QD0p8q0oYQodBXVhTzx5pVuYHMs3XJ2LfRmllFkYTwyeD7IOvBmlgR5d2lpHITuRjYV9VFKSyfXWSK89YVQ7U3hP13BNRenTH73J6ulJiod1VFdvp7CnilFNjH3PH2e8ZxeM6+wkezQmmfuSCyXlYAX1ZXGYBHq+Y4DvsxR3Q6C/glKyteN8IL9M0aumDicXksvhe5reB18jjsSUBdF7g8fwcccMBkMfXNbDGNjLpwcpWrEY9g9c35oILs5VzYdiSXFPx/zkK4vbQoMGtSYAgrZv0qhwlgU5j0c9QOYRQAwRwlYyOxkAQQF9PiHhk3IqyKjV/dVAiBSImdN7ibNIUIk8hthAJ8htsxM3wGg7EKYA4YZL79Y5zGoz8O+qjhu5k74LAZBJg2zDuKALKYwG+w7ozjIYgICH3CBLM1KSoMmyfg1pGMj0KgjTstj5WSFqnyWXV8i6JE2GHKgKmQ/rAarEX6KhJMdJhDKr8JlwtBS2BjjtZUBJM2z9kbXCSBAaGkCH2neGHQ9oyxI8odhco7KY8EdSgdGII2wE9C1m2Q8holCigJGJZ3s3KN+BhMjJJH6fL/jTXmgvKD2WHOBBghH23WiGA39xTWnGIdEwWWxGC5ckahSUgqxmh8mOVYPoLlI9ybGR/k26OFDd6lqhrth/Ab9wrFPLBF3IwjiFeUTLje8lkznyIvtGVsVjD0wA6N7rXAbGkD9s7kDHnGWDPZa4SPM1wJcOegUwrs0c466jzoT+V6isjFHHEX5EI0B8CcKyq4PW3mwD6u+BdF1dmpFBgC2F53gcjPhovansthzaLzYu+IwAnepn8RmQPLlbFMzgWlxznP+KjIGixVg4tGvDPA6MagzaVltGrYcy6KzjQeNFpLvNPY8Fn7KitNLj3ea6wU5FFZ+J//+Z9J+aDg4dVjLiQ8mEvW5RJvyQo5vuwy4yxT5rIC6HyHLKuKrCLzg0euw025KDBrUmAwZFgUwiWThYy04JXGa8ErwGxo9oSzQ4Xc8kKguZ07GIRPBehzeyO0KCR5I3pHKCkV6IpgsNF9Y9yIBBrhTGi5HeT3soBgHPpJMGbmgqk6OH7i9jyuBYuCsfq+9nC5OHgYvZtVrkXiRtCVEmC9iDo2fvS9IsqHW6I58X3KR5iKjYHiGdYg7yHswhVBYFAWAzxrD/iOfvtv1PUxL2PoIZCrgx59i8ggcxwVrEMwjkyR8KJwsT7l2yu3inXRTnCOJm17lKIRgNzxdm+MFIUQ8JmBY5LRn1zJmjAMpmYPj/1xG4tIG27DuIFSQkWLRZkCz4d10h4RgRUKzgjGpZDCi1AoIrnjmG+IgMJ847lxjOYmqobbL6MiTGGFHYo1zBl17QUKEAAwJTWb3v09q0/lQjA/eEO+CYfCqr+VQmEeCcQqHNW5627IqMPixHnpIlRYb9ZRVfrwJDzBfqgqLeu/NbS+rEWjRZaSQnlzhvHjMQqSsk0pyBbcfzT661//Oqt44B/2XViPK6KIdaH4h5UWBWaNGBimV7eCijlExFAXOeBG6LZakcOK6eb3sryEQCXwRiIogA21VaZ2DJNlgpCQl2QkNyLPupFjrpnhRuiwn2xGjJsMwexWUhEmwQrDhaBfGcjLtMt148cNgdLH0hNhtVV49lhKIGcdxvCEAhPoczcDvx/r9wiZHXEQbt4RnRURQuE+IQAjfNOP9QrEvt+HEPdM9M9thsCPqC0/+mlOCGIuxwAku6WNGB63x3gmLFgx/yxF0UaBHRk9gR5CmgIQWAHvpAjEcxTUcDNQcO3PKC9BIRv3E7dfpAnIUUGUEjfJUCIpiaNA9l1gZq48c5+VafsY8NLNNwt5ig63hv02RjiFciiaink+uy4oEhQglqpMbq/2lzNT4QP0l3JeJV7DUzo8AgW8s2zYnx12Yi4h3VySuzkc3jryc+wsZM2tbeUGYx1mXewimBaaJ7ylcgNmci7XBZReFJg1g3hFuHQhiphzlRE3mEpWQkZyO8zh2ZhbhKlm075bVAh0Sk4W2oReCJwMDNb/CI2lxGTidonbb75VcimENSTXURqJYhAuDYpCvvURkAFgpRS6WUUOh6qgHnJoWGe4qSolxY0LNiW78cZvUi7MNZOuOdC/UVCwXBFyAKbGynoWmWpZqwg2VhdKF8EdIFXtxqCNYpPzfpgPlg3WlSwcmdkBa0PZsHfto1Cm+NfHPWcc/p6FxtrbV6NLyA2Jcsmt5UY6ngVKgogiOBFWslHYUdLMLxdhdsFQrildon64JnOOH9+Hw2LyHiOVssIyrlsGCuZcRuO/x/9vPGGl1OdcKDEuAnLY5ERnMV6KSA4X3V0jd3YnARs4pEqAxp50geoURjQHqLY/urB2bVU+n6AOxI2i2nxFxtIV2ERd/T00B7a19+esbXNtc+VW1kmLArNmBaZjdDahg9OB5zBcAqp6VpsDV+WIcavjEqhqLGHCxlql5vediGLJGXNHBad6FqOIBF0jdiHeG0nRquyjIbCY5N2GQoki/EZ3lbmiiEQ7ZciBIuD9u1LmQjBhFKNgMueYSzCw8VAzhXaMxTvMQ1ceQp+7EFcuqUgQqF+j9cwNMHLvmMuxP/4OfiXmIa85JYf7wN8FONc8sSbwded9jbmxErFyYa7agzFhmFwfLHwxxmjzDZYVlg1zlDPl8t9HeYJsdo+U8/pOSbBHRj98CBfvZgWsEiky5xtT3l/ILZDVsCpVYZ25euztytLA3VdlZEbGQrGrEniZNwp05bYwN9ahc8tQSLvIFYKgE5jmeV2h0tujjOlr901z1glZz8xZPaosvEHAtF1aenssK6BB1rhyy+GxrIHSF+Q50E8YOlbayrpFEWaxrqKU7HMXsbHK+7j+ku6xsGfBb+9zdbkw5AAP58SFituyCrOnYMO5VK7EP//5z9P5cImtIAIUPdbdylJlHmChqmrm5swlhnW420OeX5eyvygwa1BgIjrEzbNijhi1Q8GakVO8E67Mnp7N0QgYMEWBElHljwGKZLqH28jp6ik2sBPcBYGfGTc+V5abO2tJTidNMHonACFLSyYgRwcKhiG7aygvbvyS1cEEjMRqAesQTIdQDZwDSwdXyog9cICB5yL/SOSVIZDDx8ol4tavr5V7zjqbW+uTrVQIEM4cmYNQJKJ/LDXGD/MQReIQRu1vRKWwDlnzuK3Hofc97/VNlgfWkBB++s8ywrXEBcIlF4otZs5VgxnaK94TVi7MzzdFHjCHs2CFq4CCYJ60YU6U11HJ46KxHsab8S3WwTgpTtkaR3nmhjGOqp4R7I8+Ye5Z2Fg7+4vFBmZoZND6bV2sK1dhZrJhWZRtNn8ToDHjhkZBEjgeAMiRkfpGgL2rUgIB9s7lFAKLEsDPTKLbtFXRRAShPV/lRLK/7d3qncg3O4stLFWVtRu57FSRKSFc8KLOxcRqmOc7yNnslBSKZoXxiWSHeZ2CCEO5pqobvWfgpiqFgULk7AHG5nFGkk6KymiJse8D4O3ZcQ5YMIF0K6ycc+tchLt+3B/Wd8Srwc4FuTCM+Zyc67CUGi9lJ/rjZ8THOb/ORbSN+4fS4zyGS935G+fgne9852RZDVf2eHmg2ODRcUZy9mxnJADruSo7eRTgeryts/zAvXXRaoeVFgVmTRaYyOBZMSPCLzZiRJuMG4pC0D1L2EUUUsVQ4r05+masGO0gj0SwRRsQ5aj8EFIOZAA9sxKCKAqEr7FQSkZyCDFs1g6COQOAMdaxrxgqoU95wYzcChzeuAEFAySYKTkByoxbP0EUc1CFobvdwk/EoauyJGO+1oCiSDjCm0QYJWZhfgg+zMn39ANzMh7/xvgwBMKIwKXYhTk72oK5BQNjRXDIA1diPWIuKVKYW+BmzGdgKzA+LqhoG5UY37Q2lAYYDrevuMFjPlESgUKS97+ojmDQGcfhJktR9r5cd8X/p8BhxNqyAiQKJNbHXgofuptw5DYKbEwIMdaKKF7qh6ITt2lzPpYLyJgb7qkxa7L0BEGEUrhVKfXjLZsCaZ/Y99ZrjAihlDmH9i6hkbO4ssKx+ti7VZoE88kiVOUmsXaAkZV1lZLc1Rdi7XEuKnJmqozfQV1IdwifdRXiyzRaTTPZrxGWn0n/CFJ7NrvrnSFrCKfl3LKqxd9bd+eGQs09GufNGsCNwT5Regn4UYGxN/AIfBx/G8PlzZdEjfCIsFr6NM5f4EYoYf5m7K+x2euUf+7ovD/MDbczpXzEeDkDlAeKKhe1i06cc//9wAc+MPWVfPDN2JMReo3HOScuQWPJlshkjo+6ILIix1k3Jq51+9h5x4OqvR6yZ104o0WBWZMCQyh7bwYTBsUNrkr8BlOBSedK00HMnVV0E4oU5lUOCkwYw63eG0oVBSY/y70RQoApcTQbR4heKASZwThAbjfe7yBlEzgFhODyzbGKcJjoKQrAtuMNOVxSfnKWTYc5onyqVO2+T4jFTSdbqoKMkTXJbcbf+fvRfYHJuXlRUAKHMx5gB3Z0ebnNu61yzYzAXzejsLZgrtH3+GZY6AivMQ2/eYkwZPMaGKWsxFiPseYPl4jfASCH8M63SMKC0hVtLE7juppDEUrRnm9tlMkRwBzzFonvfIuCz8pjfkOJpLDYo/YwhYXLKNw+njV3hAKQrr6PNXooH/BmrBCsb+N+YTVyC/XdsBaORBmiPI7YoCCCAXOHgcpuH3uEYKvqg8U8dhWFUeduRJ0gnwNDzrmQOtfKtt65K1DnnjCHQP+50rS5cJGZC/NeaNegRYFZkwLDhUDJmLtRYNKVjxRhjGPK+MxwuCAqX2a0denxKUxuFRUpUUDZqCgsPwRIJqHbIawyJoAwg21xo87uNHOgnwSZW9KYFwSNUTAjvoGfNsyhlRAQMUVR64rXIcLP/FKOOjP4mO+jUmKyMkKJiMiSSKfP180tRklz08NMKTduOm7TTMEEcuBxrB9FjkJH0NofoRhhvG6JlD5CU98iYiuUEkqXNm5Ie5pSwCLB9RTukrhxe8acU1DM/6iARcp/4b6BSRrb9N9z4dYZwYrm09hYfbSz1lTgQbc47okulN1eqiwR0YcKfzI+25F57G7ynbUhcut0tAB6d206LErc9iqV29ozc+1zVrE5ZfXg3WyfLgrMmhQYG0VNlzkitLoy7ShXYB6J4O6AgIRnVgbGfo1htiNRtihV1aHzHJNqvm0jjD2EVY42gekIAT9WEc6KkZ+nPOUpm9rjpp+VOdYNloaKCMu5LKAjsQhUpvc46JQsoDtKAz8zy8FYjh4jcYM3p5QNc9SBgCm1Xdihua8wA0FdjSjUKQCIBTDGQqhTRG5yk5tMY2JyZrnQTjHLybG4yzBnCapYIPKNVZ8pWtIBcLdkso+AZM2bbwaYj4JTKTTaqzIIQSK5ugsBC0s3t0DHVSZVxPo1F2WSa0CNlPf6IRUwu5sQ6Wh7QcPdGm8rHJzFtVN4XQqqiCDWPwBwl7du/blBq/5yBbosVlY2ljtWveoiaXxcqVUZmMi47MKR95DzgV+x5ub6bOG+hnursr8f/H+XFdb7ipxJl6lO4XLOR+xMPgcVuP6IoEWBWZMCQzBUIL4gfkWWhOrAYbZV+nKbFLNlFq3a3bbdfIXMZmL2pxDxc1ZgK5vzcY973HR7zweHosQC4oaewXcOht8RIG7ieZPz9UYiMdaIkTAUIMFwp41+en3Qpq8UA5iYkbg4quJ7yEEFdqwiNsw3/7cDG3V4RuZEQYvnM3FXYTosI1noEcgS28GVZOXR+/nUtZuDzCQIZlYYbqjMoCkZANuseXluKY7eqS27/XyTj5qLJldgRvzhQIHwPeMzfqxLZO0MVwzlhdKs71w73mkuQohjqKxt9jzGbd24bGJu9VUfuX4oSvBQo8XHu2Of5MSESD+B3s1TNX/wNtxxef5YyWBVYItydIvzRBjoS4WF0k9rUkWgcIkGWDmTsVN0K8FmPgiK0f01EmWxA82KOKtwMyFoc0LBILytu7Qg/KKLbsKLKldLYNEqK7B94IxVpTrsA5eSSmHAv7RVddx8D+gWH8hYC+/Et1hdq8SgrKIsoFImjL/j+o4UD/478j2KLcsyHBjXeJxp/cDrAuCdsYrmGt8KLBvwfZB5dBEKt7T3hlJlT5uvSGTpu5E12LywfEfVdD8ydqPIDj66nmHk8uXn4v/n0mXtHs+B8dhzEcCRIQ2BdWHthknMZK+aW5jEzvKDR1Ty6vCgRYFZgwJj82MYDhTAVaWkEB4ZwBtEMFTWijHPS6UcBZqcnz8T5hZA3LzRuCUw+cBqjISxcUsYCwES4b4j+R6hAyCWIwSE3nJLcbVI5Z5v+NwyLAhu6GNdJ2N1+KO2EFzEqDRwSzmUmWmz6GACxlOFkmMi3FlcI96fb1aYgYOMueRwXsKDm4grRn9HIoCFRQaOaAwl9g3jCAZjLCMZQzBSQnxkpBSYYIYE7bh2+hOVvgFiR4ucfed30Ta6VFiIhKFHf3JBRcpYgNCFc46WhsitQ1nVZ3M4uvEoeX4XmXjH2yBFgFUy2uC8AiPmG/ZX9GlMz+7GOuKJrOu4bhFKH6H64xy5sQZo2tqNFhUKRiQNpPyM43Rm46zZTzkqBsaNMLDWWZl1M7f/RN7l/QW0SYmtIuD8rRs7919FhEAHuNX3ru4a4VidhSAKZ2cRmSs2O0fe12FMzOVciDVrSe4PvoK/UXDGNbT3/J7CzUqbL28UcHvVmY3IP+fE/uLStkYi4lhzw/JDAYWTc8ajPlfg6exvCihe5ffOQFzq9JuSJMAigiJiDzg3lBdKEyu3fWM/xjwYH0XIOPAmfBFfCHctmaD/lB/7OdZav1xa4Rp9l+Iz8lnj32uvvaaAAd80FxEqTXnyzhEAP8oVvCciT12SjHlcUwplYCO9t7Mgs1B3NbwOKy0KzBoUGEwqmCbcQz6MBIRNhXFkzVQbK4kNx/2Syc3Bu7uK0YQCk35FzJL6VPlsHcoQAJmYHTvQLMJAwrqSsQcYEmXNzbnql4NJAXIwcmgp5YewczC1xy2R+wMjcHgwkZH0b84lRYiOh3aMmiK0IkTbT74l+ttIde9nVOYc3jFl/ZiLQd9ZmcZb0ngjdgOCJ4k9gxnFnnHzc/MJ0DEGFxaIAJ+6PWljGRnz5lCaIjppxFpxi4n0itBKERijVYMC7nfRVwx3zKFCWIay5secje3mIkKi8zpYu7GUAwHAosW9hhFT3Fk9tIVrz3liseSei/pEwWjtZdYgQj+yFI8RTASDeTAG3/Lt0aKi3yxbbru+n7MCm2PfMoZ8ju11t2a3/iqHCCtNlyCNcJoT8J0pfy7b7hz2YXvbdmWyliyD4SadI3x3e4oN+kbn1rK+lITOJeai0iWAs/4dyJvFqXNtGgMLS4fLOeiggzZ9M7I7+/142dbvbh+aL1Zc88t6OZfNWX+XTLy7mAspAI7VzUdoK/BoDutEzOwR2YLpViTMcgwVHcltoMIjIGbrnANm3Pi0bRp+1eZWrU8V3sLvKBr8oJVJGRjUmKpCkG4gLDQOw2hB8PtRSI4JljCGyBeTXUsOYwBPWSEqoohE+YOc9MlBdKPXX8I/M3fCORRBVorMGLVzb7Ga5Pof/pYAt+bWNqeSJ6gJbe/PCirGQumhzFRmXsouRSInm6LIuLVWKfSN1ZqwFlSF2Lhf7FXWs2w1spe4MilUESoec8Eioa8iguwbt8LcL30OtwcFJuMTvMO+yUw8opHcoCsXDWHCilGZrM0hhZDC84+CQ1lood2ZFgVmTQoMDIX3Vn5pzDncOTmRHcZKkdDWmZIx6RFIOhIFocsVgXLl1JEIlKp6NiI0KF2sIiO53TBZzkUFGRNlhE+5Clt2Q6Z0yCkwChbgy7jJZ386P3goGZkIf33pAH1xK2BZYtmozNkEKnxJzqczum9YnTK2IPpvHqztXBTCGNWSbzDj7dztZZwXN6WcTyeoKz5HEavcf/H8CPYNCmXTGFi2uigcygjgYYUjQZRauIFtpRu3XnMgzbmQ5Jzmf6S56KFtFSpcFJ2diyjhlUXDHnaB6rBFzlcH8uYykg+lI+/scEBcOF2OEy7oDLYNchY6XIjzwuJX8VI8OuqtZcLH8L4syw4++ODJKgMgX+13F1R8rJo78woHxZrYkbntspMj8zN3Bg8LLQrMmhQY4D5+185MHNkaK8bLuqKty1ZpE3bCWVtlBYmNTHnqMiY6VBIvVYdDWxRSzDTmZcmmwgC9RSKyHDlEEQmLRo5icrDgCcxjViSME7CNWyCTtWSh6SgOUyD+R6XMvGI6YQ0aAW/GRgkYBfVo0udu6ErKU2Q7JmA9uNLGPDjjOLk3sqI7zl/OFBtkDB1403qyRFRKhXnheulC/ClvrFsV2JSlzB7zjpyWnBJlL/h95QK177mBqlICsBisZpUSxuXFDSm7cKWEUZy7eWAZ6qyZxkG5rshY4KUq03kkAOvOfrXO4/7rzPGBpTi8la255+bC0SN5Y/U+e6Mrk8JKWdUfo3xzFWZXsrmGoYB540IM/uU7rJguRSyxLi0ZzO58iDLSPhappXSzkLIg4iEs5qNw9/9Z6+BquGjHNaNY6Cd3e3W5omizSHJx57NJyRAQASMDrDwKdtZZKS5cFH0zAOL4OV4XLmp7PfazPUb5Arh3KWZh5/LUf5ZmvPkM/+e65oo3B3hsrJFLMuu5OdAvF2Ntzhn3dCSXhAeqcCzkl3FoH/eROWJZxfddMufqPh0WWhSYNSkwGJED1xFgpQ1X3SZsftaFHJoWaZ/hMHLFaARE64CLhMlEQ6Yo2EzZKmRDE1YOFWafGZiD5FA55NWNwkHmMqmUCTlZuFoiVwwwcAhNgpD7iFIUWV8j6sUB0MYKA4iZc9cAobI0cZflOQTOYz2pGDMmAfgqfD2UpYi+wezgQowlh93y+QJeWrPqIGOk+g+NX4U/AoKanyoiKPBHsDm5z5hsAIPzjQwjB7DDuHOEjf5SFn0zC0zzLyrKc1UIeeCIvDvfWjFMbkaMkmsph0Njevau/WSPj4zLfqaMBsaFBSwEIMYeeB2KSg5RhmvRZu2yEmMfhAIMBzQKXfMS1sGcw8h5YuGzJzPezDrIpOzZqgZMlC+oXMSUP21VGRECy/x1aQ4IlE5ZdSvvUiuYk67MgP3n8tFRBwy21oCa1TnC3yT4qy5LbvLOV6XgRuqInCU76qk5z6Pr3PsBv2EC8Qh8KPaUCwEr6Ii3GsOWKTOhgIQQRng9fFtgpgLEHefWXuSmj/1of8T5sraja9tPFCN1zrikg5f5AT6PdTeOyMUUoHIXIK5jfRvf6R0sNNbVPhyzSVPG8FVzCVsY/fTDogxI7Dl8JXBuq/9Ltml+jUXEJ/46fhNIl2Jkr3D9BibPj/kf3cjOrT5EEV9rEHuBFVUUWnzbWKpq7YcHLQrMGos5zrkwMDGul8qkR0kBfK3yFrhtVNiZOLABYqxuNxGGlzOROrgB2syhydripuEna9JCryOSw+HJ5DaN6cC4AGH6uzF8GcofaJVgxyjGvDjGYS4oDCPC3ZzBdThUDv54043bCCaT8/BYDwIuxkI5ygIi2nJOFLfAiNyhHI1kHFxzEXnAilUVr4u03eMcuuWPwOGxlpRxEfLBvLL7jWUmQK0UpHEvGVtk2s1gZJYZjC9uc6OAst6Y96gQZKE/pu7Pe9i7COAQKpjYaKVivYr94oeyTTFjCRsB0sC2MU8EovGFYHBjDCXG9yhLxkph8jeYbzxLWXchsJf0abTkOV+hBLuljsoBfoCRRzmIHI3DdYChOxtZGJtDuDCh37nGUuylCqCPzGUX+RM5hyoKfFVHcwDVubwrO4I6ixDF1HpmN6k5wx+c30ppistJ5XanrLCgiOrJli/PsaY4t9l9aX9Q9CkvY80iv3cxs74sdPhUnA/vI9w9R5lmdR3d1/aFNpZ3F74Rw2f9/Ns7KUmjbKFMWHuKqOjMbNX/zne+M/GnqF82PqevnqP05EubeTY2PBifH+ebBVU/8G773IWosri5ZHnHXFXuw0KLAnMEVKOu6pIQPCwaOeyPACMo3eTHHB3jpnKjqCJsEIFTWWCQDebZyixOkOoTwZ/JgYgomHw4HLrQtIFBK8Lo1Qty82eyHS0YGA+hw7JDuIfADHfCmPNgzGsgvFcb7MxIDmEIwcoFMtZKqkC+QoQrwR2MHhNwc6mYvrmgLBCGc6b3ikTCYAKVVYMSKBcDAZzzgIRrzzezew+DwngoBpUPmlIpdLli+gSlOXALGxm//WvNjDMsKTl81xqMt1tJDsMlR5Dor+etK8WZAhcWF2Ml/CmywkpHq5MxWDNrxLpR4WWM2e8rk3W4UDs8Q4e/sR6sR51gnYtyWTA0Cy20PloUmCNYgUHcP8HcczgcBSHahN5W5IZfJatDGDdB2BETaJWDItqEfVdE6OhTjpxBhCpTIhBuReaW4sRqxMydb6X6Q/lhOg7fOMHMBeKbXF+Z3F60sSqN5HYQYbpVIq3x2S6DrSifDsxMIAHDVeHk4xp0WSu3RYRod5Nmoh2LCo5EoWJyrix6rD9djoa4gXZEkaGgVO/1OwoFhbyyDAQ40g3O38yBeBdBv9DhkWJ/Hfsowow7mqupNCdXnOeuv10Itb+fC3vv8I+I1aYDrRtDN8bDWjNqnWd7UWB2gAKD2QeuoVrcSCLWIeMJq67yJ+qQ+EEZXDkS60jVJ79jPelS2rv9M7d3ilGAeHMuGII+QGbwJaOQg73xu5wAL0yqrC+VwsXM6n1dinjz5+Y/umsyUVK6Ug2oQ9XvbIJ4LqW9PT9nOZg7E3OlDbZVqJA1o2Kk9mVOhBgEzN1FUUXYdsdoWYQ68CvLT6dYRdmD7REWcwJvd6HAjh3aObA3Mv+yPlzgcBtVin0XOxcg1rq8zs6ppKAs19ktrH8uidx8FcDed1kYc2qCyAHEDY1XZIuqSwoMiGCBbMG0n3wLz8vJSvENexUvhd8Z54+lTz8lE+V6ij1rHkUJciezero0xBx43phZLPUFkH088/bofvvtN33P3I25XbyfS47LmMzx71gzfeHmguER5FApcc5rYPq6feDcduULDg9aFJg1KTAOVZURN0iBu5xaPyiqB1fRGA5+YFiqLJ/8mV0FbALb7T4/598UCYeN6ya3u0nDDnDzVO4Gh84hqoDFhBUgaiDo4Rfi/RgLyw7GFdlmQ4BhchQRB1M2y0x8uiw5lQLjUEHPZ3J4HTrYEUwgA2r1i087okuy0DMWDK3y9RKicqaMifGCMBs5TbpbEcxINa8Yjec6q4uxmIcuuRn3UVfRnF+aMlmlwrcunqvqEpkXrk2urqr+iX1i/2Ja2bJjjJi6cwFHNCqBBAT3pX1QzUWAHP2NfTpiOlgjAxTJNTW6jyjzXG8wMtkqZn0JPS7XyiVo/mBnKsXImsC/VGfUWAihap+Yv4gSqYiw6W7YlMYulNyYq7WMfaKWVUdcfJXC6VtdJJrxW8eqr84AoZ/Xn3VRNXRA1hBq9j++MWZhhiVD5giAOvI6BaA2FFk4JJi9yGKdsWvOJGxHtI34PkKeZTEwZPad30UairD+xg9egz/goWOSx7EECoXH/49M0364UhHeCXcWOb5GTCFXrkvaOA4/cCas8AFCHn+4dyOHU24DdPc974x0Havhh0ISMIZxXv0XHsx5GPtibrj5IyjFngc29zuKD/6sj+NFgDyljHJBW++5MOzDQosCs4NAvDY5cGFFDneV38TBZY6H/yBEMhMMgG8GmQZjBAy2OXM0BoYTwMocOUE46mccjDxPlCUMhsJQlTeAt2GZGWvdRN4Eh8xBcUsgtMxJMCDMxMYnwEcsEKEju6nvGVMuhul3DpQ+5TB07xLhAs8DfzQqKJiT7wRQNN82IPcJSG3Z+uBZUVLBdA5NpAdhRxmISIZMBGyXBj7C1ysFxs0qmGUG0Jn/wKhkYDDFQDbcwK5kZdZNOBgfy1ne47EftHMrjmGtBIo5DsZIqQjciTkNnJV9ll2VBJlbKcULEHjsF9CrpHkiqrjKxrWjjNkPwOIY+mjhITxCAMDjjPvB/ouIEkI3zwMlypkxhmzBiXwcBGS21BGQbvtdcUluzY7Zm6PuOTfmCjAcNJeHYw6vNWdhsfYdAFhblZPI3zvr4xmyXn7HekBhHPFnvm+/Oj/A+c7vqGyxoBHkFFwg7sq1KzqIMprd7mG9oLCM5Skigy93N97l3Mc+DcsMHBaXOTwcvoIX4xEuFPaLs0MpiJDw+JZ9YXyUNPm+KMfmhKXCfvE958AFwiXYeymmeCvl336kgARmzB7Gz80NRYPsiJws+IK5udGNbjQpiCw0lHjrrS9wlNzzFHzeAPLF2Chp+Fkk+8TDzQeoQI6kcgb0W1RdKPoU1xGQ76fbt4eVFgVmB7iQEFBrJfAJcxgX2I58g7Ghg8nnmkVIyKtDU1XBtsliM1WYhwhzJhQzjbeYbJVweKOt+q5bklsAphNKjHBv5HCyRAGoUjxYh0JYuPkRlCJwcpSHG1CE+GW3AiEW/cmgVgcslJCcayLmL4R+xZjDNVVFkBD8LBo53PuQJExjocpjDOJGrMJ4R0B35zphqhYBViU2pOCYXz9ZWaMgRO2hHJ5NgaHQRibpsQAnIsxZFsfbW6yRvcNKZf1CCQJWp5BGBXVKCmsBHFMXcXN4UkSa2H+ESCZnzn6t8jVFHpKuwOIczeVzmdsrc3iEnc19ub00p2zZq51b1PjXkTDN2e5covrTWUApcfn8jGtMiajG4ncV1hA5Jx1EwN7osHd///vfp31a7R97kZJUuUQpSpE6A3+kiLDSUwhZWl1IxguS73jG37JAsv4ZZ5dE8LDSosDsIAXGrZC5PTMdptko0EfYd4rGWAF1JLfnUBBGcoMIc2IV0ubWSBgSMJncnAkimndFbr/eW1kKHA63DZaVSA0feS4oS2Fu5U+OfoaADSGYXT0Oj9+zRGVBwKQduQmqDJnmTVuXcM5Nr1NgrJX5zWHSQW42lf9+W+S93QHHILsMt6hTboIwtM6NZK4pXdWN37xSeqvMyaE8WTNWmGyR8iwGTHFyw2PtqWoCETYUA4pDVUtoLivvQgsttNDvFgXmiFdgMHbmQwpKzjCLkXP16FN1m6cNa+uikLR3vnCWFEK/u6mxXlT5ZZB+MkNW5NYty2MV/cSkGTlBshuF0hS+75x3BYUrY8yzEGbT8NdWxIXGslON022gU25CcLI+dKZxSsqYLOvQgGbXQYfk1j0H1o0cEtsD+A4FK0c4ZQuCf0f21DnrwlzbnMViW4DZdRWSW2g91K1nuGkqK0u4drrgBlaUbi+zFLjQ5DNi31DOWV6rvck9iS9WUAGXRG5huMRs0WPBqMoI4C0srhVvd/GDlelc1C4ULq6d+/Hg/8uunTMVB7kkVTg9fZqzMOaUD5nw0S7a8/CgRYFZkwLDVNelKAfCDetClXXTrVpbhYuwEYHnMtr+kDAAN10+1o6he3cXHowBMO1XBzlAwFXemtEtU9VhikyzOZcIYor0bAVildgsY3mCzKmETh3BAc1F37AKdJEpDmSXFGzOvB3v7n4/l0xsrm3uWYy1W0/PADJXIFRkHJ0FxFnpGCVzOqtNNQ+YMGtQJ0i4o7rMrxRrfn4MPpvBMWYXAriEXCaDsKOQAotXaxoA9IpgwzrfPSWaQt4JU+kA5hKydVSBxw8rWa8uuy8ivCvXgjXkAq7IXHKlVs9xybmQZMEX6evtj4xPs9dcoFw+RtC+uSJYRcrAW7ASh8uGcgCQ72IWLskRB0SxpmDAkbEeyw47vtO/I+WC5IfOhPUM3F24m7WFC9HFh+s/knvCesQ37QnWYbxJm4ubPekZvweCDYyd9wMvs0zagwDGYTnmgtVmzVx2WUnDem4vc91QcvBW82i+AnTrveMl1CXx8Y9//FbMm0txnHnrYY9LMOp5fDGCELw7LOSs1jBfo2Wf0mfeWd2dP4pV3u/e5TIu4WjOrH1Ey+8jrxY6VPTXv/519d3vfrdsu851rrM60pGONP3/f/3Xf93Q9ulPf3r18pe/fHXUox51dfDBB29o+9nPfra6xS1usfrxj388/U2mJz7xiauTnexk099keslLXrL6r//6r9X3v//91Ze+9KUNbZ/85CdX17ve9VbnOc95Vl/84hc3tH3rW99aPeIRj1id6lSnmr4f/Q6i3J7pTGda/fznP1/d97733fTdxz3ucasLXOAC0/8/ylGOsqHt9a9//eohD3nIau+99179/e9/39Cmj+c85zlXD3jAA1bHOc5xNr33v//7v1fHOtaxpu+P9Le//W31tre9bfW///u/q9///vcb2j7zmc+sHvnIR05jevjDH77h2YMOOmj1rGc9a3XSk550mos8zo997GOrS1/60quznOUsq9/+9rcb2qzT3e52t9UpT3nK1Y9+9KNNfX3nO9+5OsMZzlC2mbfznve807czGctee+21uuIVr7iq6H73u9/qdKc73eqb3/zmht8b11e/+tXVWc961tWVrnSlTd/9zW9+s7rpTW86jeftb3/7hraf/vSnqzve8Y6rU5/61Kv3v//9m77pvac97WmnvZTnHt397nef9uF97nOfTW2f+MQnVi9+8YtXF77whac5yWO1R29yk5tMff7BD36wof0nP/nJ1J/nPOc5qxe96EUb9ssvf/nLab+89KUvXT32sY9d/eIXv9jaZq0++tGPru55z3uurnWta62+/vWvb/jmgx70oNUFL3jB1Qte8IJN43nCE56wuvzlL7962MMetuksfu9731u9+c1vnsb6pz/9aUPbr3/96+mZRz/60dO+Gsl77nCHO0zrnsn3r3/9609zXNG97nWvaQ9X9LrXvW61//77l21//vOfp3Pf0Xe+851yLfGCzCuCvvCFL0w/ztlIf/zjH1fvete7Vp///Oc3rAPCD9/znvesPve5z5Xr63fm9Xe/+92GuTzggAOm/ltn/fzLX/4ytZ3oRCea+NKxj33saS3ROI7TnOY003l2lvHjIx/5/xdjxzzmMVcnPOEJJx4b7/K8v8MbzLGxRf8PPPDAaVx4ztOe9rRpn2lH1t6Z+eEPfzi12d/4KfLub3zjG9McfuUrX5n+f+xbZ9L7/N6PNY++2Bvf/va3p7H7tj0c4/vDH/4wzZP5cp7IC+sU+8xc/c///M/0HTzlbGc722qfffaZvo3Mvfn94Ac/uLrIRS6y+rd/+7fVq171qul5a2YPXeMa11jtscceq8c//vHTt5/73OeunvrUp07f8l3795//+Z8nGfTkJz95dbnLXW6aE30N/nKb29xmerexm8/x3O0Q2rKb0o7CwNBsYUPybcvtPlLSV6b9yBFTFXoM/AbNOBMrhjbg13wTdSMJN0/OPeNWIlRZm9tKRSJ6ugrYfi/01a0klzCIpH1Mv8y04w0urFC0/tHdY76E8EH/iyrJpli3BbkS3IxyIkAm37B85ZIJY4K7KgIsALPaq5t8hPJWADu4HLfHzkUigqLD1YiEiHoqmbiyfLOylETiQT+sXCOxgET25Jwk0C2KpaOLqLKPuOe055Bx5mS32sA15agYN2J7QLQJEPUIOGSdYRFiJfTebBVxa+zmj9Wls2p4b45aCvI+Jn37jbWgihgyt27Jc8nDtoc6C58bcxVGjvy+qzbuxryuir/roDkrU1dsFo9m9anGaa1YvTrXsHmtgLH2gHmtzh/sH8sDy2DuL4sC64+zm/trz+AH8Ipj2LtvcfELUMhu6IhSwgerLOu+50xnyAHSN2dGEEUuWqrty1/+8mTdAr4fozbtfRZa5xxPFR3lO9xM+sBag29HXTl8mnVIlGHwQrxg3JP+Px7sXepQsX6xPHF/rYMWF9IOUGAIJSF/FJXq4NiI2iqma4Pqb1XXg8uA8KiKunmX0L6cuTaIsPfeyoccwrmqsYRx2PxCTisztQgU5klm0vFgUtREnGgz1jGtP2EUoXpCjPM8RE4QylhONieSJQR3VTDPYdKWw6+RdwFQCx+syBj0t0v058B2EQJzSfMwvKxkjPPUAbZ9k/LYuQwxX3MkyisTZYNixEWX3T1RHqLDQxEGEmN1EVf6jEFj4BkDsNBCC+1a9Pe//73kedyHsD5zCR3XTYsCs4NAvCFkc2Xo0Pyr7LOhMGStN1sRunwQsux2wNeINKqEIS2e1p1rEiG4lvA/Z8sPhSAq+vrJkTZuItEWuQuCaP1+XwGDo56RHBzV/AAqC7+ubuVh2amSsCG++7Eabp6HnEl4JDf9DjeyLbDtHIB1bm92JQKCYErkQKkIAxK2XuE8WP+qxITjeCi22wLQ7i6hvQvt3tTxU/u3A6p6psOfsbBtT+j1nMI/guE70t+5LNh/nLHS4W9dmP5hKe+wzmKhO0yBMVmK/AnDlNuEe4JpeZyIyAciaZm/IQyziZCQJDi5FNyeMeS5BHI7gwLjBguU5XbcfbcDz4VQ6giQTOKmbvMyQ3Y0VhzNxARYWQLctiNpUa56POZO8ZPBr9Yp3BEZTMpi4feSNmViMbDeVd4ZROnp3C6Umioh3zhHXeI4lGtX7Qy0LSuHvD+dguQcdvulyiR7SBjhHAPt8luEta5jdkzkVSg2cgt0EajcEsY9V1pjW4DajrYFtP1HUNzmSgnYA51SYD2qfRBuipw2AVEiKMysfnnN7FPWUW6L7NbEK7iWuIHGIAJrC3zKOinrLrBtjIVFgasKcJil3HftI2vOBUROiSB1gdIX7/KsS5jL6eUvf/mJr1FSfD8n48N/RFY6QxQdlmLRmiy/5J134pW+py9hzSQH8WHPjedE37he8ecznvGMZdTQN7/5zWkOzFFeM9/jCRAcUoHv9d1cVBQZdytgvu+Yx6723i6twEBy86MpYe9mbqAsACO2g/Cz2FDhbprM1hZoFITqO0CJE/hC3pi+5yJQjggFRv8oVjazxa/855DZ+po1agfVZoTtyIm8bFwbhRupqgtDMXJIqsgTbebaXOb6LhiN0GtujEhalK0z/KTVe21SlpkqTBo5qPAfEPaZjC9yyGRMAKZEyetuP3yzXTizvdW5Nxxk7q5M1t+37D/7KN+QwsfOl5zbzAElgIusErLaMdguIghTqiK0whKCMVWMRX8pjZhpZkqYqsguimElSGCd+PAr7BJfPEbqMpBJP7j+OqaE2bNSVYqIEFhn/r/+6782tesvBu4sV2kAIv8RPJV+jwpZKLuEjX6PCpTx4ysuP5VLUUJIDLi6EctAyuefrYOIC9cerCyo5ghWLQqTjsRVuvfee2/pqOpjkP3T1Wayvyp8BMIzOosuElFTXfqMrSsMCwsls2vmbZRp+8Z5x2/y+/A9a+Xc53FHpMyItbN+MslGqnsu3Ngf+BJeHxekMZ8UHsxNHCVK/IiipBTgUxFhNP7gAdzvkaRx/BHJE33PPyLrYMmqNjxebq2xH+NPVSYgfmT6jcik/MOSbp9z/cclMH7ITOSMCGG+whWuUJZisOddAgP/qG1MZ2GulBNhPHBhpHyNRJbE5ZUhYlQsYX/gDLXtlqUEhGxlBsltYLMiDJnGOdZjiSRloaEHCHQU5iaKZaMr5HdEKDCEGUXLe2FSxpucTcVi5JD4yVlxHeQImcumfe+RubQD8QY2pHJzCJUUwucnC0PzFwclA20R5bGyoAQRPA5izteC4GNYQ7iZMhFEXFOwNVkAE9y+mW+6/o2pmVfWmeyW4l6ytyi72ZVmnJiJfcX6N35ztAZxP2WGbp0iC3K2eFgXoYzaqpBvz9qTlbIANAd07BaYCUOIuiv5hqN/BG8wpnyjNTbCmeC61rWutUlBcUv0XNQ3Gefdc9qsWV4XqQEwOnORFSN/S7mBaXJjy88qMyCskkJrvkarm/OHKRMyGF/GeFHaKYiEV7aM2J/wOt6fb+f+TamihGQrlP5h8G7iVXJH1syOL7igdJYv/ZsrBDpnITaWzrrFBdyBiZn+50L456xicwDlucy/xtG5nJV3qObUvLisVsqdcTsrGcRqncwLhcS+zfM3hi/nzLf6wOpMiI/YQGvnMkLxgANjVYn9YT4oxawVeDSeaP70g3WDkgxP6OLgXIbyS2hTdCivzo7LTFhsXdBcGsg3yoALqmftL3yKokipwp/8nmxzvswX3k026ot+2csxt9bHWfEchRKfCTyddzAC3OAGN5gyv+P9eJ/3+nFW8UnlNCK8O/LEAP5mhS0UZLIVTxnbnFnyQX8oQWO5AX3aVvHXXdICQxgHaBTjlNQskvgwM+pYNodhuFEIzMYiyEZyoCxGh3p2yA02fgiQdbiQIp16hdNwkGJxc3y8QxT1WSoG6aBpqzYEAa2typ5q3DavjVxR1CnCeDI5vIFTqZikQ0lJqUyXLAtu1RSZTIS9iJ98w3U4KUOBVcnCwMFyE6N05YiNsWRCzhNjrqMEQVXcDhPRRshmwrwohtqrObBf3bK6pE1uOh2mxLwR+tV7MUXMsEp8RfBa08p9h3mGIoJBjxYPOB3m4lDWRuuXcbI8xBxml6125mYKTBc5RYCxiM5l0vWeOeG40BGLJdiVaM49tz0JDwneysqGnI2ugKaz0X2PUtMphr5XXbC9a85FrS9jodKKWPQ71++f//zn6aJT4WjwHjyD0uNcCsgQAUoeU6DAFsKi5myHNd/fuVz4O++nXJLprOtkCTnF8rYtrN4up8AQ1JgugUIY+e+oIXOjVNgItzQZWkMJIuwz0WQ7rAetszLJHd4KjBuG91aCm2LCytJFGrGuVNWUkfkgdLobFUXEzaIit9SYu0w2oTXItz+bOcyqwK2VKZD/mGm/whPwSetvdWgirNlBH2/H1iIsQpTafHMOJY6pNDMlhzDWtMJ2UFy07bvvvpvaYs917hG3EkpKRyxKXTQR5lTVUBpdCx3joZh2a2o/uPGx+OW9ZF1iLjI2wByH1ahyg7hJdhY5hOFLmvWPgPVYaKGFdk7aYQoMNxCftf/S1mh5okeitsu6FJgjygJD6PJ/dkX6uJHEyFekL2NF1kzcHx1xq1T4mFCcwkdc3e66aBUCPQRhVbPHWlFSWCFGRcWNgVCmGFGexn5RWpiKvdNYswuE/1dbhVcJ12FVdZtAtSc6S5P95tnKhO1ZfvhOWUBVxuDx+S664LBS576LtWOVrKxnbkYuCFVovbPgPFX1r8Jl0WEgQrld0vQvtD00l5W6U+SjMnPlgpsrJaCNhb9S1L3TuYGLGfsUxQ+5fbObX7QhVyqLat7/eDcrrGjQfIFy2WK94GLJ+CDfdqFjNe4q04/PV0Ub8QFjzEVsR/4vtUJFxuHy1a3LXGFV4+zyGsV3dzsFhvKSE2XxcUaeknW5kI7IKCS32AoUi5jWWKC6DcM82bWxknSCI9Jhd886/F1EikNRPccna45YYfKzgKRcSOGqGE2j3sUv27kjwgJQWX4i3LkrukhB6ZRD89rlTqEIUJQ78y7MVVV5eBTac1aHOcbcWc2s5dwhtze7aBm+7MCL5D0cNZC4nzIAzze90zx0tVcIi2r/Yladkuy5Dv9h7uZ84axigKrVHOIVLizV2nAjssrB9uRn7XfCqTPN21/GUp0JffFTuW5cfIylK63RYfC41Tqgrnd15UcQwdiB2o19bk2qOjdBXAXVOAimrq/eCURf5RDye3i8bPXj/nCxhFEbcwy5pFKWYTVYnuG+goCW4T4AZblSAU7DNek5wloq/KipFrg3e9R8Sawol5Q2KfiRSwZrqeCDANFyqTovLlUuT5GM0Y+xcKG4yMH7xe/xIBGLlA48B1wgsCRc43e84x2nCw9LqDHDvsSzgNyUHHzO2MjDaOP6xb8oK/rq0gljEs+z3kckqnVg2cWDo8++NdKnPvWp6XsumUpujK5de9WcwfQYW75I4hGil8AAqtQTXEg8CVUOMO/mTWC578Dnu2wpASmYI7VzkFTzkbL7jGc84+qf/umfVu9973u3tksNL01zpN/3X6mOP/vZz279m/e9733TO6Qr31EkHbV07FLwP+MZz9iQbluKZ6mZb33rW6++/OUvr9761rduSgkunbh0zY961KM2tEkxffvb3351vvOdb0qxPxIlU+pyKeD/8z//c1MqfOmi//3f/311hStcYUpTPdJb3vKW1TWvec3V7W53uykddialC6Tzlz46r5l03vqMpNtWyiBIH452tKNt/be+jXTmM59563+lA6/aLnvZy64qkmY7lyYYU6NLeZ3JHElhf7zjHW/aI2N6eH8v9bZSA1La5zIQxig19qUudamppMJIUoJLU69kgjIGmT7wgQ+sTn/6069e/epXb2qzFhe96EWn5zNJUa4shDIE0oNnkh7ce6X+1qfjH//4W9ukBlca4jWvec10bh784AdvSLN+y1veckrbryTAjW50ow3vlRZ8zz33nL59oQtdaEOb8yd9e95/Mb/2p5T3Fdlnl7zkJacSEtWzSgW88IUvLEsYGL9z/pGPfGRTiQgp36VB1zamoUdSsFsf65vLAcR7pa/PKfFj/rVL357pV7/61erDH/7w9GwmaeuNNZcYQPpePRMkrXyV1j/6msceZP2r8gRxLvGkjr72ta9tTWMfpA/el1P+j89Ip2+sI0mR71tSx49r4X3e5WwqfTHOjXT/ylMc/ehHn34vxf/4nFII5luKevwn1gqvcTaOe9zjbu1HrLE94Wz5VvCCWEclSPAlz0Q/fAMPusENbjCV7viXf/mXrX3w3NnPfvapzfk/8YlPPP1ef/Eh73KW8FZlVdAxjnGM6Tn99pzyGOc+97m3vlM/lR9QzuOqV73qJK88g/A1e8+6neIUp5jKWZzrXOdaneQkJ9nwXXMjvT/+olxGlDhRcgEpT+D9F7rQhSaeZrz2XrR//OMfX13iEpeYvm/fma9RliqfgocoI6BcwSgbzNttb3vb1bWvfe3pfXe+8503lI7w/733Lne5y3QuuxIYRxgd3poTrVYIVoRRs5jQ5MasoRDUtEomvEhjXIVR0yrdFOEIaJE7OozabSa0/iofSUQL+ck3SrehaKO5d5lkq5BJrgBtlWvKbUgbbEnGjYS1y091U4NMhyqv3DmIi4J1hmUjEyuLKJuqTeQAMGjlCgosSxdZIfSzCj1mNRDdZg/k2yPzKoyQOWAZyreFKOwGW5MtXPZfROZk8izLofbK/M1K4t1VxW23e+vldpWtB/7NvVZFpLFYhZvNT3Z7uYG6xVm3nH3ZHMU+cnMdv+smH7dZt8lsGXPGtHc4LONxY+4AvG6UbsaHtmr3grXZ9aiz9FrLLnsr3t6VUsCjucgrdyrrHllSlRLwLa7jCoPGwsB1UmXmJpecWWD56lvVeTY2kVAsMpVMEaDAyputUzE+FrjOhR3FF3kgMrQi8tCw+ouSCsLHvv71r08YR/JB1BXrICspDwarpveBZbD84P/GxxpK9vphpXLmY45Y6kWPBu+JHG1hJdY3ViVWXzIDDrSKUN2lXUiYH/Mb4RaJ7ERqjJEJkciO0CB0TFL2cVoIwgq4ktkOsHBnSGSnkqf3Mm1nYtLTRrhkQYmxhwCp8oZQ5rRVG4JZm9Dx7UzmEtCWqbSiqLFUmfqYMr23wo0gwleeDviRTIQzhaKK7GHat/6A1ZkoAgHwrcZCmYUF4o8eif84DtZ4kBHFTQivthxajCL6pqqThIR7d/k0mErtv45p88F32CV775znPGcJdLaXmXcrV5ozpHxBVdNI5ETUO8pYMvMXym6ldFFwKJzaxhIPo2uBAtnl4VlooYV2X/r+978/KUF487Yyca+bllICa1JgIqS5EgARCixvQUUUuU54R5h159N3Y+9wI35P0aiIH7fKReIW4jn9ocVXSdGAplnQqjIFLGT8wJXFCKCM4M6KkW+EBYbgz4KdokE4+27GuhDUESpd5WQJwV2BmSMqqrpZIbe4DvBqreaShaE5nAvlswJIIwrGHPiOL72qaeR7ES5d1WJy+9JWZXaGPaPEdEU63bZy4c+FFtrRNGepmyvX4bk5i9FcyP9cNmeW0Lks2IfWErmuukbRnw5bOZd1eUfSosCsSYGx2IBPXe4GIDLVQTsNt4quCgL86jYac2dVxRo5LFxUFVEagLUqC0BXWNFh4AaiSAC4ZQCiPCGsPqwdWamiXBg/CwyFJCeVC3AdwZwZRCiHHciXpQ7QrUoIFu6yqhgmUhyxUzq3BUKdQ+ofVppjoOaOgiORWyagT9FlXWg4k3MV6o+YwgMwvzPn95hrOyw1XBba9ppUc8/F45xUCjmrIStydol6hsXZZacKbvAuoH1g1NHC7v9zFctIyz0cVmsWAlZqlxFuDDADGaDjsgFMzFLNcolPa/cu5wx/BWVwGfR70AY8VZ8o7SypAMAuoZT8yIfEcknhl2BSzii8LSo5c6m6ROB1LnoubnvsscfWSyrXLTC9d/suq2vmUazj3F3OZMX3vMsls4pi+t3vfjf1rUujYT24+ytlywXSHM5Zl7vacrF266JFgVmDAuNdTPgOAUvCeBgdeGY3AidKDWTi56zqCsVNvYu+IbC5ZSL6JJMDVIUZIgynQpKjSAldWW8cxi7EWqRBtOUEb2Ht8FNhliDpA5FfUWQ6rsIJWSQql1V8F/PIbkaH0/xhkBhFbneIofUpNzn5IB+7QyzapyolgDnzN3d5YFh2MNNqzVhCuNiqfaJP9lDUsBqVHIozXztfNNwJBj8SX7f3YtZZYTNH9h/LTHYpmiMMu4uWwWAjm2cmY6jy7wRhoL5ZzQNlV6RFFd1j/iieVcQUwcHSKdS/29vOYsWc+fzNURUi6luERdVXz3X1yvSDm7sia0ZwdYKC0MyZZkcLalfLzJnPkSkjsdJV58G85Og1hH/B53HHjlgWc0GwRnHXEU9HcbHHI8v4WOrDXFq/4AfeGwS/EQkkcykBCjtXZrSN1lM8kCCX4j7axiKt+Aa+EyUK/MQcwKlQEsZsshHVarwsl5SaaIuLqAuicx54OD+UlJhPClVgz+InkuSxlnJ5h+vWj8iskBmi8MayA851kP5STMyNNorTeObudKc7bS1lALs2Rhq5dEWpAWvjQjOSPgfmrVJ+KHQumS7cFSaOTJHhfLfLxLs7KzAESdTayKnaHXKMGu7HpqjcHBigv6mIoHTocn8dAO6UwEOMmSV9E8PQJwypqlatNklV+wa5FXhvJbTgIMI605UgcLAqa0jgUVijuiKQFYYIRcXpygcrx84YijkqEhiRUE1umfFZQj6YCzxWBsnpRzDfnOuFxSwS7+WbpbmXVl9bBYLWH9gZ7Rn46t9CNbXlBILGEum8M2gbw6OwBENzk/O7ELZCTyNsM7vgMKFI9jcyyZzpGBC9q/kEXFwJdgoupaqqdeTvKYbdjV9bZ2mBg+vy5FjjuRwV21u5d84y4bnONUCQzfGargDitlL++95cf+eenfvm3Dudkc4CA2yb8WmxBwjJigexQlCcXUDynFFytMHqZYssPuOySHB7R15/QtRzVboAyh2FsrI+46lyvbDs5P1lXihxvpmLheqvcy2sugo0gCl08WNpyfNnbJSVCOvOcoVS6NlsSTfOSM0RxWgpZL5/29vedhq/4AQ/+Ir++9vgEfETc+RcRGbyrKjF/h8zylP28mXSOPBoyk13OT6stCgwa3IhYf6dALawsfBVzgwmURutuonZ8NqqjLhRNwdyPD/rkGqDD8kC2CbndqE0VUmQWBY8W91+HbgOFGuT29idOyzq8VSMLtxEOQIgCAqeJaUiyhhLShYyLFvKVwAkV4Dj6E/cmrIApTiOt5uqdEQFgsbo5a+gWGXSxyhUWEVfUHApTlWhTEqqW5lovkyi20KJztFsBJa560oqsCJRcLw3zyErgds883lHmN+c4FtooTnaVp6lzkLl93MBHHM8fu45VpeuT5EYtetrBcwPmmvD5+dKR2yP6/Pggw+erDVjLiHfwbPwEgoQHuTvXExZsFhbWfdERrE4hsJF/lDuyDIuQVadURGmbLH+rLv8xaLArEmBiWgh2nb1TSY9wrQiSo1nJZCrsA8ECC3bhsqKSBdFw32hzW0iE7NnNluOxMVAU++IUtQBX41RpExFbgDCryuKKKTudsgc7ADlA0IBg/ngQsq1hxxMQGXvlfwqk9uHts7EbxyVooZYXgj9jry7C++3xvocRUozcUdUkWWh6IkCq27YbqYsVZXrjxILCM28WxGFjZKYi0giyok9NgeKXGihhRZaN+2wRHa7O13ucpdbne50p5uSm2WScGzvvfeekgRloixGsjBJgHLysyc/+cmrL33pS9N/Je0b6XrXu96UDEnCukwSwkmQdPWrX31TmwRMkXhO8qGRJIKSxEgCPsmQxqRekl/5t/ee85zn3JogKUgSJ8kIJaXLyd+iTXK73CaJXCRNuu997zslxxrp/ve///SMpHTmYSQJECVCM0cnP/nJN7QZnwRuqEp0aG4k7LvYxS62quhWt7rVpsRuQZe5zGWmBIQd3fCGN1zttddeZZvEVBLlSbBVkcSE3bvtrze+8Y1lojvJr971rndtSsqHzP173vOeKTGYpFiZTnOa00yJ2iTTyiTh18tf/vJNScwWWignEawI3+iS+eEnkrJVyfy8T1tOVihpo6SOEiRqH+nAAw+c+Ncb3vCGiX/932V8Svom2R5e8YpXvGL1xCc+ceJf2rwf3/vgBz84JQDFYz71qU9N7/Ocb/nOm970ptULXvCCrYk8x34ecMABq0984hOrN7/5zRPvzO3OpG9nnhlJ7nz/+9///qGe25jDjv46c2YrPjHy6zmqkkTuVLRlN6V1lhLoCvsh/sIO0Bg5ZPzkKsRMnW7N2rKvGAFaVfljIo9JBQZF0Pb8pJX5NLAfOczaDTwSGrnp5ygcbjT4jiocl0mSiwMALAMFWUoCfAePkomVJeYnY4iYOANEWFXHZrY1ng7Uqc9diDo/cwXSHV0ncyGKXZ0k8ziH/+Cm63AcnulA237Hdw/4WbVrY2Gp0vPPmeqjz93vO7yFtrmU4lXxzTENffdNJvEOc8IsnkHX4zurhGKx1nPFN2ERujUx3x1YHq6iqsmDjK+zwiHpBrpSAtawiz60P+YSibHk5rk1ftgpWJaKJ8B4wFmNrheuYOkJWClZI0fexRWMX7EAw0WM6QhYL6Xdh/vg3gXoDcJTvBPQFK/gio1zBCwOZ+J9wQ+iv8CxEXyQga/OEyxXYM8Cw+f35oG1NIIE/HAdB0DcXmLRjFQNfiLBmzODr41A3DEIAc+HswvgsO/HeWB1lz5D4tMoGTBGIQWuCFYHrx4TvobFGo9lya2Spx588METDkWqh+wu08ZNhJdXvM+eZdHO+KJxX3Y19vQbjGIu1Pyw0GKBWQPRnu90pztN5QT85DTdKFLEdzdyPyhbEdwmQvseU8fT8t2k3/3ud08ptqtbtduDlOsVsTxUt54TnvCEU+mCsCqN5PYeZR2k0x7TbyPps6U+1xf/f6SrXOUq0+3DDZ/1IltKLn7xi0//XxrtTNe5znWmv/H9bElhDWJdOOYxjzlZIDJ96EMfmsofnPe8593we/Mn/fX+++8/PevmFmRelIVQSuBBD3rQplT4Um6zsEhB/vznP3/TjYe1Qqp0FrJMn/vc5yaLjznOtyPpxFmMWJVySnf9VfbAHlIuIJeOYJ1TDuAJT3jC6vznP/+Gdmm9pRD3c7aznW1Kkz7e3qQH92y1b5/0pCdNJSWkIc/kJmy99ttvv1VF5t48VWn7jUdfpaiviEXNuapIqQtlOSqSHn1McT4SK15luYrU8t1ZQb7X3XRZF6xdRdLhd+OItelKCZibrpSAtPTdjd0Z6+YVKQmQ10Q6f/ylKk+gFIczwsowEquxVPtKA+gn3hHknDo/0uFb69Ha6KwrMeF5FLwPsWIHD9RHfCb66hmlWB74wAdOZz76jJwZZ5mVNngJq2Lwuvvd737T2u+zzz6T1dp39AlPUVqDlUUKfd/2nHIF8Q7lLpxbfMu5Cr7n/9/sZjebSld4v++c9axn3ToWf8fqqZSMkgPeFeUDlCe4613vOlnAT3nKU07jjDZkvlm59cN+9u9xrzqPLD76NfIudMABB0zWX+f67W9/+4Y9rySAPt/mNreZSg+88pWv3PCs9bemzh+vQd6b+Ix33/ve995UvsU6KXNifaryIUcobdlNaV2lBCLCBjg2EwQ5ECk0eRXZA5MS2XiBrrIFwe9p4SM4060ILkQbC0SE5wW5nUmfLwokF+yKEM0OqxIWoWwNQm52HYjXnLqpCDmsLABhZckofiQyaQxfzCSKS9mIiq52tatNN6iK3KorIK6bbYCgtWdgsRtP3KrGCC/E4gDLU0UhoYgOM95MLCBA2VUYemQc1lZZCty4tEUeipHcUt0EczbisBQB6HZzJFxZpFZFwuGrvo6WAFFXHbGUzEXELLR7kBt3x1Ptzc6Sqa3iM4i1Am+scIH2lZQAnZWTBagrUYDH5orTQawVFS4QRaHUDozLctEV2ITd69INeK8Q8a4oKvnSjdN7xyg/7/rABz4w8VEWHNalsA6yxgtDZ9WCh5NugGUseLX+h4WdlYuFfrTQmFMBIwD9LENjiL/1kHdH5CU+1YX/H1ZaQLxrciFJZuS9VQbaURhW6fmZGrUxw1bhofIMSIiUQ/SiKjQFJisMFIwwXWZzsr9VqZX7qTLTC3n0XGUGdMC1dSXgHY4x/8JIzJnMwhVx/3RRWoj7SbhuRczRleLI/MuMSjgzCecQ7EjLX0UhRS0k362UsQg5rEz8DjOF07MVYYLWpnJrUUy50aqwU2slhJpSWlEkxurcm1Xm5VBCKrA3MnYm/rnoAntiSRC30EI7N/3hD39oUxP4PcWDjKGEZRet840nzqUoOCJocSGtiaK6cOUCUfU5TPoVkJdJn/kRcFOV0GyyY+4ESuNOGunmN7/59F9unexSuO51rzsBrbhYuA5GYrr3XuZH1YlHYiZnEvZcVIYN4soKM+dFLnKRTS4H/2Yy5o7I7hFmba4I7q4MFGW2DDOx749mc31gLmUqBg5m/h4J8M53mWAB8EYCzlMZNqo8j1VvUVRlZprOxHyrmixzdJ5bpDIrd05UjB3JHAEKdsT1pJJ4BisjZvjXvva1ZWVj5u4XvehFW83bmbhrrnzlK5dtTLtVBezYf/e85z3LNmNXYX2sMp5Jf6o5WmihdVPnfos2P/gDdxs+wKWH/3B//qPRcY5znImvV+T3ZAG+JlBgdGch5xtP7AIPdjraspvSuiwwbvdzWTVZD6oQVpqtMF5uBbfyDCQEAAzrTQZy+RY3RWX1oW3LyVLdrAEd451SbI/E1Muloo3lZ7RaeCezozZ5RbJZmFtKnhJ5YLK1SDIrIdbcHHK2jMQ8yjLjvVxx2VIS+Vr85AyPXHLRlsOokTXRxkpTzZHvdrWkZDqtKoQHdaHkQQB+c/VW5lJuz5USmGuboyO6DstCux51lrTYr9lC7N/SLjgrI+jT3wNNc2NwqUbySr/nRpXRVWI0vMCPM6+Nu4P7A1BWGgLWv3Crc7M44yzPAhTwvngvF7rkncC/wMFAulInRC0g/Cjcvn5YigPM7nusk/gz/gVUO1qtWW+BcQGI/VffYp4iay7+crvb3W7q33g+pTaQ7BHolXU0u4JYNLhbjKMCzXoXd3KXH4vFtgOJow6Ii+YCFKxdR745Z4npkkweHrS4kNakwHAldOnhkc3r0FUE0xAHK0cUOZiwLNoc+JFsIoqRRHgVOfySvGVy6BzgDtsQVY0rnEsg/SkjeayUlBhHxuRgFtFWFSpUQ0lblb46opAwluzKsI4RlVDhUe5617tObVWEmPwmFLIcQRLRPHzhok9yQj/PcXlhchVjgTmB8se4qv2AqYuKqLIKey9hkCNpvMecUnDz3CIYHow4V5pGMnFySVXMzB7iM7eHKmXL3JiDnKk45gGWYEwvPxIMQpW0EJnbzhVGwME1dcQH32XU5YfvzoNxVEou4rrsXJ+hRHdMXar57S0lAJPQKbkSIXZYAvPXlRKAW+jcrTF/mf/pi3HkTOIhhOEh4NBGl6mcV3GhGSOCjAc+ZayOPmZyhskzNhFI2U0Lu+dvIxLSz6c+9amtfAueEBYu2pQvCbI+lKGIGMqXN3vZ2LX59uiudm7Gi1LmFyLmInN3zmbtDMlx5Z2Up5GccUkpXdzM38hLYHxAD6KEwXh5NR8i1CICNdfRg3sRzYn3medMBx100NQnF8JKUcG3QBaqfYv3yQgOT1ftTdFl8JxVsVruZKUgOvzRYaVFgVmDAkNAUDy8F8OpcBzwH4R/FeoLTxKhdGNoMs1bCB8rgUM5WkswEgLSMw5B3qSEACVDjQ8MqLJMCOuriCXFewnhLquwW1AmDCKsKJkcyFCacgp95AajDePLFEDmKuwbOYiYR5UNlnWqw6rEe6uwW/gY8+NGlkNLHXoMyZrk0HZWnWCEVUi4NYw6JXmfUBKC6VdgQHso75G8LlXG5lAe4Z4yYVAsbgrcVUQB7rIyY5Ksbd1tjLAJ4ZPJM3O3uA4LhbrQYgQw3OF13Gbnzv1cptS5/kRRwIrs+7nU/XNh5nPfNHdd9mPfnJujbY2leydlrFLICVN8Jiu5ASgF7KxC1CkFlAHhxJm8y6WPMMzrSSlwBvGwapz647lKkfUu9a6cl2qMlAaWn2o97XdW105h992uyKF+ViVUYj0o89VeoEyYu6oEjTPpjGVF9ve///10AcCfKED5YufSGrWdZGPP51AYtDZyJ1t3XJ7iwigtSN4PlHWK2lOe8pQt66BFgVmDAmMDhnmSYMtAKZua8kIg5lTuhGfUm/EzmhgJQ6jvyFuQc0ZEYTN1efKBs4HjhpNBvIo8isChaDz5yU/eNJ7I8FtZZ6K6c1WCALlNYB4V+abxVERJ6JQbJDNwVynZTavLiss9RHHKhFmYB99kOcr5ckarWGbMXDGAwdoqphSRWlXmZesU1qYqGouVoFNEmLK1VQIRg8Q4uogfCkoX7eGm1s0thbsqXRBU9XNUjtaVD2KhXYu2t/I44do9SxmZc4vO7b2553Z1Vyt+RTmsFHnKDU8AJY08yfwCz8dHWGAEBWQrMQs5uAOZlZVdFyWyo1PwDg9aFJg1uZAiokUYbCVcQuPNaf8xeZaFEJb5MLs1+z3/ajYn03K1jYmgcpp8SkweK/NofC/jZwhyuBIKg7C/fJj923OVJQkRdlFcLBPzblWTyBy43cEAoZFh+f9+KIhuXdmkaWzMmRJI5cPIguV2x8LA5J7fy0JiLA5s9tu6jZu7LnQ7lM7OwsAM3ilVFBdMoCpyiLg5uurPGE/H0OcqP1PSOrcLC10Xvo6y63KhhRbaNek3v/nNbEQhvkY+VK4jll/8dM6iuLPI743hGgttk0QQSaR06UtfelObSBUJwW584xtviuYQWfLsZz97a3RSRonf4Q53WD3+8Y+fkOESlOWok7vf/e5bk8uNJEESJLmEaWMCvIiUgiYXYRRlBYL0TwIjJDnfmDAMgl96bvS2t71teofEaEGigCKZ1Qc+8IEN0T3ScIuKOsEJTjBF6IgOCpKmW7kASHdJkrwnEjdJgiV6xrOSxkn69B//8R9bn1V6QCSSeZQefN99992Aun/4wx8+/X8JsKKsAPItkVqPetSjpsRyY6IoJFrK3EiYVZFEUJLdjUnhRrLeVUQaktRKSvKcIj3ooQ99aJuoTQRZF/HTRRKh29/+9pvGGCQB4JiAK9Pd7na3tm2hhYKc1eBfIgsjoaALsT0rOtF/7W2JGv3eufZfZ1ByN0nYJBwUjShayI/9KYJRpKJEhfiW/++/eBv+J5nbO97xjin6UbSk//rWTW9606lPz3ve86bv4lnxIzIP/xKdJCrT38ePiMfgt57TD+Pzg6+OCTVFOOE/zpcffMe/d0Y64ZBsMJN1wE87/iIxn0ikXYK27Ka0LgsMcxr3SYVPQG7NcngoqV6RhEKwERVd85rXbBMkQdqrJFoRkFeV2CzauJCq27wcJh1mggVFm75m68ytb33rrZad7Fpgroy23Cc3gsAAVcBhPnRt5jf7a6OIZlVI09giRXjl8mIB0faoRz2qnCN97sCZyHNz6ferwp5j3+Yq4u7uBKPVpcJnKercXYi1qAJAI1FqFV4HiWbpwIVce9x3HQFBd5gd+6grR8GSJ3qmIntnrnwB13N32zV/Ha/hOtnW/OV9a/yi5nL0YGDbRNFIWDi6B4A44SXwEhFBo6vaGkZurFxMFe8d21htYz250Fkvo40VNPB9zgy3b7hv/YxRguZ5BPgqgjvyGKUQAuDLAjpigfDQsJLnfF3mmtsl2nKhVZZxEZvhNh7d+frMGs6FC7OT3cb2pDnE4zLOxX6TSBIWCN6xIs93iff++Mc/TvPTWVw818lBe6/DSlnbOZAua/a68kIteWDWRG4ANFcWgio3AW3/ohe96GSBqG7cbiv5Nu890rHL1yId9FjQyw3FbeW9733vdBPJhbncbKQ4998qtbpbCW280rZDy5avJFNYbBSQzLkCojCk3+fcKqwRcSvJRQ5ZfaJoYlUA8WpXu9r0X9aknIcgila69Vzwghfc0Ba3vm4spzjFKabcMFUBTiSFuHnOaddZ2m5961tPhdvucY97bGhjVZHy/yxnOcuUmjwTy4ubjH6PKdSRHECsS/pa5alg9XHbrNLWu2GaH8UcMykip5SCv8kk546U7wpIVvvWjcxaV0Xo7C830a7wm9uvdOUVuYF3qfCdpbm0/ko5dMXtpISv0uFHCYJvfetbZZs1lpq9o89+9rObUrYHSSVf5fRBymrk3E4jfeQjH2lzmcj7pBxIReb+O9/5TtnmGTyjIxbPvKftRaVDKn5gL+MJ1nm0IEu7z5LKomjfs1qO5Qee/vSnT5bYPfbYY9rvQawm2lhOvVuupcjRxOIp15F5YZXWHlYDffM9a6xkiyKjY4mQSIH/gAc8YOonfhvk3yymzoIyH9pGa4RyJcovsMoaj9IEQaw0xvHMZz5zGpfvjMRSY75ZOfHA8Vzrs3xTzp6xZIuuviizwmKU+SlrDus9/p33tD3DGi4flzIGmV/89a9/nUoJyO2inEEmRYMVq62sq/aGfDDmvyqfwSOAJ5jLih7zmMesHvzgB692KG3ZTWkdFhgaLo0UlkIugiqcl4VF0S2AyZHc3GjgNPgcQiyFvfwE+pvBr7T8sQBZRrArZOZG4baStXc3MLcm36zynIiKclOpkPgBUIWpqDR+zwEXVwSLYo4q7dz8VJE545rlm08QS5K8NB2exDcrctvropBuc5vbTAh+qbXz/LGsxLxXmW/d/LRd4xrX2NQmpFJbFfroFiqrclWcDckDVJUnGC1RVdhyjNNtriI3Q6nBK4KREnpakXXMhTlHEukxB9BcaPchZ7+zKGrroqJYGWQir8h56KJ6wvLRRX+x2nRWMVatOevoXBteMSc75qyq27JKzLVvq21sP+iggyb+JZTe+c2WTjxCYAP5Ad+Wwc5wMMLYvSOnDhBkITqJN6HD8JFn67IuLyDeNbmQbJYQanlhuX/kB9CWBRDkdqT8HyuZjoqINspGJoAqbVWtn6gt5CeHUY9uFyGFI2EmzMgUJuPIB0cYneeYVSsSaSX0uyLjq9L2I4mtAsRbkbbOxM/lVbmeuLjUUqHgZLMmN0MAcc1jjriKukPV/KGoo6Syb8VYtVVKAYYt78Vo3h5JWGlXDgBwusspQkh0YeZIjpPO7cKcH9V3M9m7lbIaNJeMr/veQgsttD7629/+Nuva5jpyya7+hsvTpa+r6E6uVBf0kea+fVhpUWDWpMBELR8/VT6JUESqbLzRJrlTJSBow9WtXKgcwV5FPtGA4VT85FswwR4FBXMiNnkbYhw5HNrNRTI0bbT26vZjfFUOAGHSQsgl5ct5VSS2kpCKpYTCMWJrCHxj4Qtn5crr5jDKkCkSKSs4UUSTUpWjvygzUVxSIc186Nw0fNM8VVaECPvubo8sE13JeTcUCfYqclvqErHpc6dooLm2LmoslJTuhmfsXSG5hRbqaM7yhne4CFX8QyQhbE2H2xAlydqc96t/u5R0dbmcZ3x5LgJnoZ2fFgzMmoi/ULQMP6ZaQpme/OQnT/7Oynf/oAc9aPIBn/rUp97Upt4Of2QVDaNGEv8p7ENVn+Z617vehC3JkU36ePWrX33yIY9oegRjEbV2rnnNa25og4MIXza/9eh3pfQqG8//y1f+yU9+csOz8APwGbAEGftg3OaA7xXuZPQF813DqED/8+lmrIF3fepTn1q95jWvmfA+Ga8jagHOI0dw8U2bg/i7HDUAHwO3w9db1Q8xN3z7XfQOH7D1qYivvFozpP5S9rGPfQ6sUEVzbVUNriDz20UeGHsXibXQ7kWwPBUuCa5EVJ0zlvFX8Eii3+Ai/P8gf4dXwJLYl3e5y1228gt856UvfemEZ3P2RW7Gd/FBuDJ8BB86/elPv3rnO9+5Ad/jjMCH4I0PfOADt0Y5wVvBr+AZsCPqgkXdNd+GQ/ReOBZ4w69//etTm1pJsF76eo5znGM6D/BtI6lFB5+nrp1oyBG3BIMo2vEhD3nI1JZrxMEqipB84xvfWOIRFzr8aVFgDiURvkL9KCmVMABKAy4jiDMR7sCbpznNaTa1/eQnP5nAX34y2I8y5MACsAL1Bfm7KJ7oUGJAmYDfgEkzkNS/ozhkCPggoYUBtvP/MaIgf/+Wt7xl6gfhrU8jjSHFWTGiLISAxWRG8j1hlAjTMqaRonghpQcIcSRhmaG4VEUOo0+XucxlVhX5VoCAR6KgmVNh2d/85jc3tAW4GsCyUm4oYIDXlULxwx/+cAoF9WwF7NT26U9/ekOBzSChnm9/+9sn0Ggm7xPGLjw1E/Cl5wBGswKIXv/6108AxQpUDIhLKa2eQ8LlMzM/JGBbQNu8R0ayP8eCnyNZlwp4iAglgqoia1oV9Qyyf8YzNpJQ/Je97GVlm0KkwNcVOb+Eezd/N7nJTVowLjA4paKbv3yODsn84V3SGeRLFgAvBV9B1NxXAHDnBG+z74MoJlIXAKTbsy4/wTvwCn9vf9ivFAnBDwjfAOJ1GbLnvHNMAwGo/5nPfGa6AGijrAS/xUMVe3Xp8F5jDD6kP0CnlCP7Q9BDKOZ4B4Av8Cmgt0tW5uHmU9oKfRNQMbZTxMwNRes5z3nOJjCueT3VqU41/U11HvTlSle60lTENRM+DqRrXSpyfo2pA4I/97nP3RTgEWR9KoAvwiuMpXsvBbQD7wND58LDRzht2U1pncUcYRuEEkeRsJEAdAF8gVWziROwE6hTqOboPoFrACjjJoJTGP2SkS7aWABncyZZodeSv3k21/VQ94MLAzizcjsIl5TdtyLhkL7J1dOls+eSqcy45qcrXxChk1UtH+GdnYuNqVpq6y7hnLB1Sfkqv6xvVRlxAxQHQA0nk5+FCYER8t3sCoK1AcS1Jje/+c03fVPGW22XucxlNrXBFekPgFxF5zrXuSYXXWUGVwPIs1W4vZBQbYrQZbLfuCi7Ol2wW9xwVYE2YHA1Wqq19vdckF1hN67LuaJvVZ2VQ9Im9XnnvjBvc1lCuyzQ2yozgJd0Idb6MlcuYM4955sdnoAbZg4oOffNufmbA4tWNbhG3Ff3LNxEVxNLIsgOU8Htac9Wc2DfwopVbXgxXFsXZg4DWPGvCEv2bLeHulIx0ae5AoldeD8yjm4PaevWjMtZEtAKb/ad73xnKmvS1dO61KUuNfGjaqySmEptUaU6sM7kle9WhActIN5dTIGxaHAWon5ytWUEn0HoqZ0zLi4mbtPrE4VkxFRgUkCvgUnJzFcekq4tooUqAQ2jQvgSpBSjnPNBUTfjcOAyU1KzwzurAwX1r01W4orgX7poIdFQMCddauyuCCQi1KtoGMJBzhmKU86nQeGLyCfjzcJLrSfPAevmrLjeG8DrKoPtLW5xi7auE8GtrapkjVFhGl1uEPsKfqYi31JYryIRIJS4qiBjKCnya1Qky3NVhwUBN3eMHpahy/y70EKHlA5LPpHtjerZXeh3MzKOErb//vu37fjJmAsnK8ddXrJ106LArBHEG0WucvisBXcbDYVivHXRnCOixU/WeAmzaMs3bxq7GkmEUz6QBIukSiwe+ZYyCuBsnRENZBx+MvAVaFjUTShM443BNyhi+kI4ZwVHG8XG3GRBygpEidBXob5ZKHq3bwL7ZqKYCAOmqOQbDMuN2lQsUXlNfEOb9ypImOcPEj/mvULkR2HFSpFze9FWRej4LuWwGksU0uyAhuozdVYC+68rP4By0cmRKHJd/ZfuprrQQuuOODkiQ5EX2kg76+VjUWDWpMCMBQCrYoaESwjEnJ+A60AETiWkHTrvY+avSKZYArEiFprONcB8yAKTzaEUgshWSQEYSb9DSeNWyIqGcGbPinxShygrBMYgh0CuPsvqFHOTi12yVumTNkpQzlnAVcayJadBziIalpsuE6+6QtrkV+kKJ1KOuiy9FJ+Kor5VxzCFrneMnwm7o676MBLRMVeEbo4hzbUtTH/3o67gJ2W8cnPYqy461T5h3XWOtI9RRf6/CEHn5CMf+ciUT2Tc84qsyuuEx3CTj1Zp1kBnUuV2GYXHi4DvuQhxxzvvzun4XpYDKRVYdPHSkUcZtzQEIh49l/mX7OEy8rqoVfveJaGbO32Yc5vs6gUidxZaFJg1KjCsKUKaO1M+F0BlZYnkcV1xQKHL3BndwfHeCk/A8tPdvCVn4zroXD2UjeyWcqgjjXeVVI4/NdJpZwYgIVUoE9k37W/hRio3EaHtfZFDB3Op5o3iVDFfKby1VZYLTNSzlS/XvEpxXpVTQKw9crYc2rBle6TzdW8rxLNL2oUoop2yMcc87Zu5fC1zShOB17mQzF9eq5G6OdjWOHeUUkW4dX3mSuvwIdx3H/zgB9v3snh2JDV+JzC5QLsQfoK0M//HOa3m0D5wXqqkc1zgLh/SLHQ5p+R/Gt8rESesROS4GhUN+0aB2igRMp5dbc5W8IucgNGFT24nbdy1mcJ6Kj9W5mFwb3ip9jwWe126Cm34SibudXyK271LximdQ3XeKGIujd6RybsoWx1OKPZfd47xmrn996GUKuOQWs/mQuHneJX9N5eA8LDQEka9JoIWF9YnpPBEJzrRpnYhzaJ+RO/kKIlnPOMZqw9/+MNTaPIYpQSxDs0tzFcEzhgBIBJFhIhQXih+0Uoj+VuFIAP5P5JoIehzCHaFJHPUBOS+Hyj1sT+Q9xD+qCpaGb8TtZBR/KIVhOSaG/Mwkr+NqJwc+STSyZwh4Y85NDkij0RjQfpnEn0gGkmkUybRE/qU+4NEXZhD4ZiZXvnKV04RCaJ7rMFICl4q7GnuRQBkEi4uCsTcZpKuXHjn0572tFVFwjulUK8i2ewvacyryJ6Xv/zl05pUqfJFrJhTadIrkgZdnysS0SNSpopUUHTS2lRRF+ZVyoG8Z8fzsN9++606kgK9i45QxkEkSUUK9gll7Ugo8Fz6/a6UgKgLkSkVCZvtIolE+4hI66KQRNt0Ybf2nrDnikTfzJVFEHpcEV4hMsh5ySSE2B6pQvXtAZGHIovGc+98SaeALyi9MaYqcO6UExBdo4zFeHa1WQvfk+Yhl/qQ2l8ZAhGGUkxkElEk3Flh11y8EL8UjaY/Y6mB4DV4oxIYSgtkElUolNxZqyJNzYG2HIWERGPd9a53nSKSMnmXEjPd/or915WVEAnZRcj94he/mPZRRSK2jLPaf86XiK8u0gj/60pkkCuibncobdlNaZ0WmEtf+tJTqQA3kkwwHqJ+RBrlRGXcLSwebjljMjbacyRb85OBqPASXVtkk62yurKAxHMZA+OGEG1wHpkCOJxdHW4R+ttFu2hn0XDDq9rcCrvIJ8BV781lGDznNmbuREdVNwaRQNxdmYzT7TesM6MFiwVApAJMDtdfxrJYr5ijymK25557Tm0S6WViufLNykLjxu25LuOwG3BV1M243WLdaKuboagp+6iKwHFTh1uqbmluaKxxOZ14mPIVx6siMnxHP7v08c5eZ1mI+Z2zslSZkUdrZUduqXOWn65w4kLbprn1clufs+TN8eK5yLC59bJ35yx5c9aFIxrXs6Po3e9+d5v8kvX+2c9+druec8VC10mLC2mNUUiEKCxLrh2DWQcGBuh2BIXaDCJ7CG/4EmGgI9lgBHSFnWGiJ7i0VQfSAaYwVQTb4bkcbokRhcsmVzn1fWBYbYTXCMb1nHIK+uq/2YTNvMr9dIELXGATHoWfHFZH1tsHPvCBG5ghs6pqrr5J6GczKgELkMxUnQ/V4x73uC0Xv/jFp7/JYNQIWQ6cS2bAUYPKu7MAZ2oXLQR3UzHuO97xjtM+qDADlDth6hVRIqqSCCPep/qesTDfd4xXKHjHqGCoYA0qooh0Zu0FG7PQQrs2HbQLKnGLC2lNxFzKJCehHTfCSBIxcTsgyZciOySSiImZk6ldBdGxDTHZRsKqnKSM6V8SI++vssVKSidTb2cClCAuZw1mzmTuZO6NKtBB3DRcXYipNZJPxXNMsMzi7373u6cqqSP5W9k5mTNzxmH98F6mxz/96U8bzLPmRAIoxLSbXQcSzTGB+rucyM7YVPOWmKoyB4epXIXbbBIO8zK3nmyg2dR+iUtcYqpcW5mSJcaT+IzLK5M1e9jDHraqiLvqKU95Stlm3M961rPK79k/qt3mbMKjy6XL0nuxi12sNMPHe6vs0KjL3LvQrk1dlW/7r3N1cWdVyQPxQokOqySI3vW2t72tdJv4lsy8nZuQ60ISxY64Uzp3i3dGBt6K5jLlGmM3B7siHaWQGUEdL9lVaNfu/Q4gaa/5R2VlzIcHs5fBMYRBzoJJQMMEIAI8E38uIVv5I2FuKgzHtghOo0tZD3NDsJ385CfftKnjGf3JRNgHjmXMnokCOyP7ZVY0KH/hq+ZPHwmuKEob+DYs0EiBnSGE84GMb1Kssk/bmsDl+O/ee++9aSzGj/jnK6Kk8HdXRLmBHekUxwqPE8pYheOJ/lYlKpD3zTGcvI4jydS8vcpIJ2AOafvh/dxCh4xkXu4IJqWbf5infMFC8BvwEvm9zqrLA9wHPjUqOYExww+co1GpsB8///nPT8o+PiOD7kjeh0c5+4997GM3KRUuAs6+1P6Z13r3q1/96ul8jpmDg+CKXOCq7OXmxYXQOPMc6YMyKC6xy/7d8bQoMIeSWFAAYIEXKTB5E7M8PPShD50Obj5U0qpLVa2UQFZgWHOAQQnUk53sZJu+CyxFGanoZje7WQsgxBSykhHfY52gVFTAxEi3LvV1J/QrgC8QKWAw4Z6BxeZEanAWngrgG9aDClinJEJYRDIZH9AwZlZZQ3zT96paP77LgmVMmUFiypRRYL0KUAssSiGrbmuYZ5UyHKnpBMBalQpgYQLg7W6ej370oydgY0UAnVJ/dzdu4Mvqm0gNFzfsiuzLsU5NHkuXtt9YKOWVMETOidII3e3bRaEjc9DdvgGWu9u38c8BD1kjqzpBSAp6QOmK1Acy1opYJnKNrpFYHAnyigjLuVIC6oZ1ZA46IWvfVyUn/J5iUPETijV+4Lv5vfe6172m+kJKCcRFJIgycKc73WnijRTpkVyCgGJZevNzFCZAXGBt/crKu7Puu/jxWO4kSF0mdZOqPQ9gbzzV/vNe+0BJj3y2g4epc2Z/V2QszlpF5qcraYJ8twPqOvvd/vv4TCkLFBb1ipQf6cZCievOr33AOr1DactuSuvCwMCySKEvh4EsrjlfCXyMHAQwHjl0MnK5yIEiHf8YpnqXu9xla5hwBj4CUJ7jHOeY3l2RhHUdVgGorpoDuBZ5XGTFvfKVr7zpGRWh9QcgcvST+o7+wPIIhc7f9V5hjZLj5TahjXJJwJXwy47t0qnDlPimsMz8rKrQJzrRiSZcTfbpyrciiR1MzzivgeeBkYkyA/m90vb7pkzIOewdOFfbSU960k35bpAQT9ikKnxWOKk5qsJcI8txzr8zZlaWQyf31TrDT6lqXoVEKzMAyFwBIuGGrHcVSi5UV5bjHMYaIOizne1sE34m9we4UsZloOIKNCvp4BWucIVNGaKRs2GOAJorMsZ999239dE7L125AOD67r3mENZqe1L++14+70H25BwQde69c2HqvjeXv+eIriA+B5h19rsQYPt1rkRBlXIiqAsjR/ZHtybbSi0w16a/c9iRbaUs6MoQoC5T9rbWk1yYK2Xx85kyGFXASYyTvKr4ibmVnXsu/cJc2YTDQguId41RSOriyKpLGOcNFYICwHU8eJgbhh2AUoDMkcZ8CAR4tVEoPocnqBKgtsqF4CCoOaTt3/7t3zYBPKWdJ5y1yVsw0h3ucIdJQfF8jlISdQP0KsrG/IxjATL2zvhmPoyEqDaA2hxJQ5HqckkAS/umH4mxMlOKOlP+22XaraK0AgCcM/8GicQCaK5IDgk5LKq1JLhFE1VtknZJ4FW1+d1tbnObNmLjMY95TLmvkARj3TkBbO4YOZB6F3WC+VVRTUFztYowzCq78Uhd5NO22rLivNBC/wh08EzuqDkFZUfRosCsSYEh1E5ykpOU2VsJ3fOc5zxlKQEk+2O05UKQNpHiftq62yMhf3hmenzyk588fa8KSY3oJQmfMim2GJaJ3B9RQDHGfHMi0KKtqnfkfV3SKsXKtIk2yhTJ8y50oQuVFqH4ZrbOjEn5qkJoLBNdaQNkbirrAqFOEemYBitSp4R0ifHQ3NoTzHM3xrm2hf7xaHtT8VeWyCBKZ1eM0N793Oc+dyh7udA/Kv1uUWDWZ4Fh3vfu05zmNJvamNyi/lBVrVrG1yo7JGJ2PNOZzlTmFVkHsaywFHQhwvpZ5QgIxSdXaI7cHWFFyeQ73EBKAlQ398iOWZmMWRe05fDzMadNlbPAN33PdytTM+tTdqEF+fu5cOdqDZGxbSvL7ELzIZzWbWcN8dyZaI6/dSH1aM6N5kx0Soww/i43iBQTclZVZC1ZLCsXCNdyp/g4S3PuJZeXziXjm7Jwd8SCOOf22xktE/8o9LsljHp9JMMlMGkFIgRsjQyYVTvgor+pMqkCrb3kJS8pQw6BSGViPDwjRQBUZV+tolOAeIV+R9TUSLJmogh7zhE2ohJkwMzkO8C4QMcV6A4IUORSFW0lSglItwIOA+MJ5xaxUIV46pPoJeDiKrKny0ArmuJRj3pUC4oFxq7m1dgAoyvgLwKK60CmQINCUrv1BF7tAHciK+bCQ3PY/0jf/va329BRkRpd2K1Mzx1AEMjvqU99atkGqAh0WIXl+p2IlS7TrjWtokfGsXQERDl3Vry7I4DQDuAL8C09QEWe2X///dv3RmqBigCrZQCuSCAAYHFHQKzdXhEtKetrRQDbwMMV4VH77LNPuW72D+D6pz/96U1twK/2Z5UJWuoFkY1V1JSz5Ax2oFjnF1+o9rZvynZtj1YkOgk/7giwvSOA5AoEjezbDpTtHAEHdyQ1RQe0BzjuAL6//vWv2/VEc/tvLmS8yrA9gtO7vh5htGU3pXVZYNzKgVQBN9XLyFo69woMg8KM+aYCvwDHAswrA2y2IrCGcJHkW4FEduouqe2R29wybnzjG0+g4UxcNjAp3vn6179+EyAM6JPb5RGPeMQmDAHQJqyKvo5uEjczIDVuNC6xTNrhVe50pzttamNCZu0A/PT9ce7cwLhzgJy5brLLg0tGcjxVsnMbUKwkdm5/73rXuzZZhABUgXQl+8u1pCSNczMEqM0WGm4uawJ7koGUMvOy7Nz2trctkwQCB8MYVcA64zR/1a1ThW/7tgIG+yYQb4WtAS6XWNE+qeplwVDpb8ZeIesLt2R/ZrLfJGXk1su3cntKf6xLboOr4RIEns6YFJarcBcCLee+2B/aWAEz+Y6sy56v8D72WAeejiSMsmVXJHO1s9sRy2jeX+Ntfi5j7FzxTucvJ68MwkNUqq/ImnffNFZr17kOWV+7NryoA8biRR1wU1/mcE/OYmeZFDTQjcXc4AndOOfcWqzgnevVGOfWrLMKIfyxys6NFLXMyUGD8L3Kch0kcWhnFRI40tUe+trXvjYFK1SEz+JTXV2srhK9tSJXOpwbOAXr2TpocSGt0YXE1QGE+ehHP3rTASBM4Uf233//DcwOE/f3+oTpjyh1mzrcJ1URSBE44ZaqGPPTn/70KSojE+VG9JLnMIhMKilrk8F1JBudkqZNdM9o9tV2k5vcZHLJEDD5vdxrhDfAbE6V72B7J6FGuI8HCjOJ8RNgmXmEUBP54+CMJJ19PJtT8BMs0VaZtxVe03bd6153U5tKudoqPAulRpux5r7CzGi7+tWvvikagfC+6EUvOgnDzFi5HykDyjhkEKv3cMthfhhn7o8yDMZgf1SCSX8JwvycPaIQKAUuMypt9ixmnJlqZBO23jIsj88SVMDN9sdTnvKUDWMxfhFq9hBFbHQJUq7MmXHYz6oQZzcSkDbF217KbRiusYhwqorQUY58b3FNLbTQzk2LArODSgm4wYXgH0sJhOAPYZrBmpi+W7C2qnItS4gQa9EkmQis1772tWV/Iz1/dZsIwV/Vx7n1rW89tV372tduAbUUsWx9iHpGVUSQyJNoq3A+lKKqFhIKBY+Ay0Qwa6OsZYtYKEbWq7odqmvVWUMIYWOthCEhS9mowiUpPgDD1Y1nLtRxLnrG3HU3Zt+Zi+qZ8+cvETm7Li2K2EK7Ky0YmDWRCqn8m3zlGePCPxz+d/5p/vYR/6EidCSBy750afYl7pJl9rvf/e6m78oUK8W8qtWZPHPNa16z7C8sgUyWVXI8SYgkgZNdM9PlL3/56b/VeyMplyRaOWuscSCVpTMmJVLWy0JbJauTeVMSKWUTMnlWwrnHPe5xm9qiVIC2nDyPD91zd7vb3TaVCoh1kda/ymJrbqwJLFDlX+dbryr6StqlSnWFLarWIaiqiD2Ov0sJ7ju5Gm+mqlp5PLvQzktVeYwg2Ji5atQqYHfUJUOM5IQdSdjX4R6UEKnwL2OCt466pISowwfFcx0+qyrLkmnu2YV2Adqym9I6XUisJW70/PCZuAVYZrqIGRYLeAym9YpYRWAkOqpcSNsieISOVLKuiDWJFamaP9iHDqfBXaCNy6IiGKCMuQniWpD8rCLWK5aNilizWEo6EtreJQMTUdVZITqLCEsIy05lmdnWs7FHqgg1pC8dHgLN5UeBfZmLnNhW8q2O5iI1RIB0ybf8vksJwC2p8Gk3B1WSxCCWzQ5TEpXLO5qrlowOPPDAw7WKtf5IHtiti/MMc9KRHERdOwxaZSGNtYZF66x2zkuHX+CmzPmdguCkuOkqsiZcvR3OxTns1sY7u/5wJXbFau3NuZQFMGXdeXJGq3QOC+14WiwwayKofgj0xz/+8WUpAREFkO1u06MFBrHOQIpLM5/LDEDR77ffflNkRrZ6iGZ5xSteMVlmRONkBLlbEfR6/p6+esaNSRmDjCD/0Y9+NFmUqhTybi764dk8Rqn11S9h0cgodeNgZWCJycXdWJ1EHHj2/9yXG9pZSoyvigTxHVFKVWSKcatr0t3+WJi6SASWlBe/+MXlTUypgH333Xe6WY7EEmJsSjtUt1URGixYVVp/t2JzU1mZzIdaMnvttVcZpaYshDpR1rp69pa3vOUUdVHRW9/61qn+VBVV8MMf/nBrivhMoh5EpL3hDW8ooyJEpFWRWh/4wAemiLM73/nOm27sIrA8d/e7333au3nubnzjG09p+auxiMQTdXKf+9xn0/7xb9YvlsEqQsScXvayl91kffCcOZXivYp2sQ/soYi+y2TfiYLLZywsXPYPflFR7IWqECLy3arUB2J1c16qvev8/sd//EcbKXPuc5+7bTv72c/etrGgskhW32Tl0998XsbCqV1kmcjDzppkH9knVbQMy6k9nXlfEGtvVyKDZadLk4/s+8yng5zTjqeI+OkiG61LrhE3Ep7bRbqxMEex4Eyf+MQn2lIW1srcV/NHRrzqVa9qn2Od7qIpRZV15W2OMNqym9K6LDBuUqJaRDOwtGS0voggYFHAWkj1jCI/8YlPPEUoZewEdD+MiyiKEcTrZgEQzNoDq5GxIwCUxz/+8aex5huim6rIpQqP4r3nPve5p29WEUzG4LnLXOYym9r23nvv6TlRWDkCQMpqbfoLADqSG1bgUURr5VtTJM+DMco3VvMayepGbBEClg6Ab462YnnRJgKnulUCxlbg38C5aJP7IltbAutkfsY9AJcAOxO5cOLGb6xyUsjGLFIIAHYco5ty5LoxfznaBU6JRUy7CK88d6xakXgwWxnge5S/gLHK2Cv9DSBzTvTHgnLmM595ajP/I+ZCNETsO+ULwnLhb0T5BOhcn+MGrM8AwcovBBZKVFnQV7/61SkiLNpY3TI4Ovaz/477wHdj/vxkADn8EwvA+c53vukcjsRiABjtbHWWB2eri0BCxj+XLHAOr7JgWXZOmoscc6Y6SxPrYsYGZl6/Pd8kMzoL4UEHHTRbhqD7pr7OlWJwZjvrlt/P9few0ALiXZMCI+oiBAmz5ygsbFpC4GhHO9qkbIwbSluk7veT64KIQMG8KTjMntmEGs9RjPLG3XPPPafQ0WqjBRi3Mt0SNNqq0Lz4ZpW9Nmr5UODyN5nLQ3BlNwo3RYwjRxKh8573vFPbhz/84U1twp21VWGuocCI7snCICKfKqFv7awV4ZwVFH0VRq5kRA4bpXiI0qLgZKYhy66QRa6BQ5PMTj89K6oru7vsHfuOgBVJk8dhL1mTqoaUfz/4wQ+e1rM6C4Q5t13ej+aRe43LQNv4Xv2jqNo3+jPOnX0mas6aALxTWoPpmkdgc3ND8RW2HHNrvoVzcitR2O0jbrZYT64Crg3rT8nAkMc+UVjUxBKWLUQ4zwOX6KIoLLTQrkGLArMmBYZQivBjN/Psd44bvZ+cIdItmsCsBDimHc/J1jsSZhwWkSqHBavDGc5whrK/BIxvVvgHQkBIc4UPIQwVeqyic97xjndMfakwDISttg7HwzIj8qcit2N5aypitZJDplLSCEtWnSpXBAXsVre6VSm84DMoNlWbPD2eq+aNcM15fHbWqJ5t9Wdn6+9ChwyXhOawUtvCS821zfFM52EO+zXXttBCh5QWBWaNIF63QWUEKuCoG7nkZ10NHeHQ2qqkYVGioKoFRMk461nPukm5CSEkN0ZH3ttR9b54Z1bQgtyaJZyrLAyeY97vElpxW1UVkRG3Sge2ZYHpzLIUmC6JE0Wxu3lXN/VDYuY9pG6BuSrCc2DbbaXY357nDgvN9ZUFcM7SNAdmnjOzb6sg49zczrVVFcl3FFEG5hQJlqy5siIAvJ0SY826QqOIC7ebJ5bArgI0q9gc8DVbj/MlrSMXgm5dBE3MuUfmePxidds1aVFg1qjAOGjM4/AYXdQPl051YB0oCgWzfsV0WCeqXCcINqbKcIuMs7v9cJV0zGEu6qLLRGkM2ZUV5DuV2ynanvrUp7bfg4HoqEreFgQLMadwcGt0+ASMumtj0emybXKr7LPPPptqu1gDSiq3XuWaY5Wzhl20lcgubdVYCRyZOqs1M4ab3exmbZ4ZQqCKikPeB5tSMXvvE+VRKRR857Bg1RxpkzG3ihwzNu4pEWlV/hpuNAkCK+EOi+LiUOVK8l5YoC7rqH3Ailfl7okke9WamVtzx01XKcEUDXuhitYi8M1fxuQE3f72t58UkUoJNOesoBnXFXSjG91oskxW+9felaepq0Cu5hq3YkVc49UlKqyvME8VrzGG4x73uJuq1wfBi3XnyQWs4w0KrV7hCldolRH9rWosIevWZfHFF7t6Zoirs/umfdg9G3i3DjNFPoiqquaQVbjj4/hjx+d+85vfzNa+sm5z7utOmcXnuii4bc3fYaFFgVmTAmPRHH43hiqpHGbFTw8jkNNJE2wOIutL3lAqQnsvpg3EOh4Gig2GLrNpLsKGIWBk8Ch5o7GCyGhKKcoM1DtZX+ByqoKNCrpJz1/dqDAaYFEJ5zLTxmyNEQPMYdbGwk2k6na18Vl8jLMKvdUPbjLjzwfcuIF0KYb5IGKqLGIEbRUGS6CZ96ognLBuLrasWAGu6csIQsXoYDgig7GfUUkljDDaALDC1mSi8HKFac9ryZ1gHbXl0HffNt/aqsKUFNHTn/70Ey4pz88IOs4AVspLZEDOVjzzZX8EWDkrS4ScNjiiUWHwTn2skh3aHxTjcLNmd6J1CFDxWc5ylg1KinMe4yD0R8uEPSDBIoGuPZ8h+BhnS18B1PP8yFJMUTAXmTxLEXCZ6QCNBISfiih6XRJKhE904e/G2KX1p5TOWRgJps5yZo26xIjG68x3aenn3FoUic6aZ+46xdKezcD9vBc7RcO+6ELnvXPOOg0U3gFc/X7OKlRltg4iOzoLFx7RvZfLvkuj8aUvfWlT0ESQOa9KgQTJxN6Ft8OUUdC3Z/4OCy0KzBoUmGCw3CciRXKUEZL/BJMFnh0ZGiFy//vff+qTCI0sSAhlkSIY6bgR3a4I32DquXYMRsTaoy0zM4c6BEmVCyZwNRWWRTp7bW6WmShg2roaOBFJUx2KyDZc1S+JbLvV7ZpgqQRpMItwveXbqFoyES2UrRMOoLWQwTeXb3BD8hyFZKxoi1laX+shmmjMuOu/hAa3FTP8aIHTRoEi3AltQnRkulwFlBuWm+tc5zoblDgMiFXONykLLAHxrPfe7na32yrUzcGoqBFSlFQRYzA9GN1IrD2+u9dee22Yd/tVVJh1BC63D0JxxHzNC4Hvb+yjED6YHVenOaWksZaEAigCCn7MM+aOQhYKIGZvjY1RNBlFlgITAo8Cbu+c4AQnmPY05TL2OysD5cJzXJQU5FF5doO3R6yJM1uBxIO6m3yswxztLK6phRba1WlRYNZkgSGg4yaX3UAYKuYZt8tRScHcCJBoy4JEKLMIpOq9gLhMs9pe97rXbeqT6IturKFsVC6AENLVzZGLTFtllvQ7bUK4OxAvIVwRIcPVURHhc7e73a1sY7npXAO3vOUtJ9BwdQvzLW6MSvg89KEPnSxUWWixdhC8fP35lkohguHZFsDy0BClixDuTMesc5SiSriK8qEodXgSChOXTDU3lA57oHqvmx4loAN4U3AOT4HNYuB2X71T31kmuxut2/CCdVhood2HFgVmjRiYqCFURcy45YWSkt0ABFQoODmKBfOWoVdbVZiRO6pTGgggLo3KF+6bFINKMEQF44q8i4uges6ccklUSoG/d0vO+UaCfK/D1rjJV0KccIKn6LAqLEhVP/1OeHpHHT6A0N7WbXuh9dJc/omFtk0U17m8NPJNdQS30z1LocerOprD1M3lG8HD5vq70D8W/W5RYNYL4iVQqwrGKEz6Fc7D4WdeB2LMROhzB8HRVN/kShrdGYcUpDVXbn6uzEBVwXosoNhRB1BFVeHIoM6KQKnZVk6VOWE31zYX9jlXJJG1jaWsuvlzTcEHsZxkgmegjHbzx1I2Bxzu5o/C1YEy0ZgwLhOsFIHXCaQqmi6IS7OLGCIIu33pHGSM2LgPOp+99eJGrPBMkfSxi4TBC7R1a06hza7EcY4q12YQ3EIlvO1bz1ZWTnNgfjqF3rnVn27/6k9nCVRmQN6cjrgMO1yJMifdfmEJY/HtaC4a0tx3e4VVdw4LNAfw31E0V7ojEsstlsHto6WUwJpI6mUp4i9wgQusTnGKU5Qp1G9961uv/vVf/3X1k5/8ZFPq5Y9//ONTUcacLl8KfsXZHvOYx6x+8YtfbGiTAvq1r33tlC6/Sp/+yU9+ckrjndN/+4ZSAtKZ53Ta0kT/4Ac/mFJpKymQSZv03FWK7q9+9atTuQDfMx8j+Y6xG0vuK5KuXmr2it7+9rdP48ypq6UuVwjuRS96UVmcTeFMxRqrVO7ogQ984Ood73hH2faIRzxi9dSnPrXs6zOe8YzVzW52sw3pxKXWv/3tb7864xnPOKX2HlPhKytwgxvcYErv/uhHP3pD8Trz/OQnP3m1xx57rG51q1tNhT0z/epXv5pS3UsJnveAIp7/9m//trrXve41lQUYSSp1RTuNUxmLTC984QtXe++99zSWnLLe3F396ldf3fa2t532Z9530vpL+a+UxUjmy/iVPTCHmZTFcEakyc973TxJDy9tv/OQ07BLK//yl798U/p9e0sx1Ic//OGrO97xjpuKHioFcJWrXGX1xCc+cUMpBqUMvOtMZzrT6iEPeciGvWAc73znO6ezJYX+S17ykg1n5OlPf/pUJsCa3vve9y7LO0jLL2V9TpPv/CvvYK+88Y1v3PSs4q/m3NpVad7Ng9IiXfp9a9kVSFRMVVkGPxUpIXLAAQeUbQq0dgUUnXfzUp0XpK0rzBjj7agqnzGWaOnI3lVgtyL7sCuvobTLjW50o/a9zmJXSgAfcN6qAqv4l72v1IBSJZmcJzygmmP76aY3venECzI94QlPaNP+f+pTn9p0JsY1ucQlLlHuMWSPbe/83fCGN1ztUNqyBgJkFBkD0yGqAmgPpiLIjcItHRhWO4BlDnXjn5erIIB7LB5z5skjwgLj+/AW4SLKtwK3LW4QEQn6PuJV3BiBL+VIAVAccQcRjuadstGOxQ5p8oC9omG054JnXEoicLRl9Lobe7TlCBNrAJwpYgMWJBO8DgBnlUvCDc07uZEyRiKwM8aZrTu+6Xv6BEuSCbDTNwGIO6uWfZVv0AHUBQrNOAlhh4C65jxHObj5whYBo2YLhNt4RASF1csetf5AscpJGAuAaFgbRHUBl0YkUoC8rT1sz7/+679OQG1t/m4kfYtMxH5GALC9EWn7jWWM3GGWH3FXeb1goMypNm7G0fxvPezTeDZHN8EORdsInrbPncdoM7exJs5IAK79OL9x03cbFbkXe3nEdDmnEUkVP0LGo5/GETgwP0Kw/d5zXLkxRj8nOtGJtgK2ga5Ft7F6xlkY3bciaqyvsVqTnCjSfhIOqx0wvyJ/A4TdWQmBnueiaOby1sxZHhcX2/874537yf7oopvMX5evCs3l6InnO5qTVXPrzULbWW1YJrtn//KXv7QRaYGj7Ih1cHvmTz8PSb6sXcqFhFkTbJgGsyAhChA4Cl4CilIisoDguNrVrrbljGc84wZzqFBc2A1CUNSAyI8b3OAGO9yFBG8RjDL7kTHjYM7BYIMoF4SeNiDgsY0ZciwzkIUpt0HUlslKk2dFrmirTOOiV7RVuRkIXG2VywJD7iKU5MrQVuX4iGrUVS6bqEsE4FsdfuHOlKrKx074AwBXOR3kVfFcxXC4cuTZqHJ0AP4SWhlQjRn4nn4aa8dQKKGdi8m+65iGefDNeC8G4XsUX8KYsI4ILmHp3IrOCwVPfSDugThrnqNoUX4oDs5WuFcIZoLd8/7OeMexSv5nPbRzTwr9D4EpJDz2o3MIZB44Ba4AwpziKzWAiCnjtabONMVNlBX3EuUrGKvzAj+mjRIBn0Tx85z9pu9SEHCvxjvMEQVVSCuXCEWKkiHabxQS+k1ZMT7v7RQGysZckryFFlpox9MOU2AIDDVpOsKsWF7GpFAEFiYaAFVMTedHqw0LAmY8p2UeURiYuH1W9XyMPywpFaYkIpiqwosRhVRlqr3vfe87tVV4BJEknq1IH91IK4VBf9RsqrRvCo/w2krj11fhrpVS5O8pcVXyI9q6UN9qTShirBPZwoT0j4JrX1QkOqlSJIy5yimDKHtdRmB7rFJ41kUUmOqmrY+U9y7vBisRha5aPxYI+X3sl+rd1t6FANYhrzGFVuZjysa6irUttNBCC+10CoybMCCXWy83ggqwInOC3Ep1LEepXPziF99aP8ftj7k3C7i5rJRHpALjFsckXWXX1E9Jr1gTKopookoYu7Fqq4CPhJCooEroEm5uqBVp67L3ut1KnHRowbjeya3VtXWh0JSaDiTJQlUphOHq6Z4zhkNTNPHQ0hwIj/LQtVPWquR4obBXAN/YW12Ux+HpMhjflS13+TtzKf8pX13uFIpVLhI5fqMDDiNt3Xi5ZDpTuvPeZSTVny4RGKIodllH4/mdhQ5JSYS5UP8514nz1q0pq1cXzh79Wuj/0eLm28UUGJYUP/zXTMZugUzcUfsnqhVn5s5cH1E9TMSSYWWiEFXJ48J3aLDxw0qwzigk4whTfnX7zZlCs8WgE9ZCqLv3UvpydtsgFojue3Nhj3P+2I5RYVKd68Q6zL2zih4J6iwNiGCZY45zvlgCrRM+XJRdFkpujipajGVQ3SYZfHMECRdGJGTLyqa9yO3CIlZlzaTUUIxFY+R5INBhVFhE8je9d999953wMJUA5oKB1anGaR2dvS5Lqm/C/VTWNmM1B1VILsWFJTZwLCM5m7LxXuUqVykrlnsGXieHues/jBl3Wk75b4/H3HJvjUqt/y+njzMp+eKoVIWVDu+xZqpzj0S5Y/2VT8iaj2S+4WNE5cgblOfIfuZi46qtLiVRGsIeq/a9tYSHq8KP42IyF2E4Fw3oktkpl/BXXYSYtZu79HRjifXrXHv2cBd9h7oyGHG+Oz7PrdyVEqCkdVZYNJeCwYVLtvLKbY8HKhFh/iueBWrAJVvxUP21BysL8Nz8/eY3v9mKx9ue+et4NkW3sorH/M0lhdwlFRhMgL99JActUqevS4GJZG755/BUYDBXSoS+ASZX4CYYBdgC6ZmzAqDv3E82TD5UhIBsojbpeHAIXhuTS8pPvjlRaDB1DDRvbu8CfoVHyXU5MBmMCAC0Upi4+KwZa1gmWU0JJ0I4H2C3Y0IYPiYfQodZrpuuCB3cEEBodTMnQE572tNOc5MFrb0ELDpmqA0yJypgV0nwHEx7qsqTAz/C4mc/h5D1bYDz2FvaI1TeOsDTjHsPk4pbK0EULsLIYjyuBStllBnINWysjzIAsunCQo01Y1g0YaAIblZLSsFIwrWNgaJhjsbzYN7sOe/0MyoF9h2LaPT33ve+94b3UrKAn3NZBGOxPwJw629i/mKcIyB5BNTiDZE52k9YZK2T1AKBAxvLF1BchLMHQNePeXZOzDshE8VVY27DVU15lSBxXLPRskjxcZZhk3zbmR/JPiTs8S7fz+4242XxueIVr7hJMRr3Z6cshHu4C9W1R+bS2etPp0xQtrpwcnPaATfxwM6yGOPpvukSm4MJgpz5MXhhJOPHV7sLDN7fWc5YtavcWTE/XTFbBFTe5a4JHFtH1rSzDLPcd/2FcRQeX81hVYJm5LtkTjd/zk+3LnPz53x2e9f8gUzsVgqMCIxcCIzgBmBdpwvpiLDA2ABRb8VPVhhsPInatInuyAeU8kJIZeUsbo+eM+6s8dLm45tZ8cHEYIMIqWxlcIAI6CqpHhLRo626aVAiq8iUEeCrX5lgLrQBJef+YHzaCOJsMTG3hLCxVDlSIslfVS6AIuXZnKXYnqFUYH5uICMD5BahuFD8CLnRMuQWaT4JU7fuuBliWhRN6fIxC++NfayNoumwYwjwJSGYrBGsCQWLMk+hxFD0z/5U+2oUor5L+TNOisPYNuYBYsWDYYo2lpJR2GF4IfQJ7tG1QoGMek5+7NuYA0wbsH78LgyWNYpipPF71lXlAVgdPc/6pE8A18D8FFKWJQLRmP0eBi5+MEjjNDcqvMfv7REKtr5QelgqvPtSl7rUZEmJYqLmnHXFbVc7PkLJ9Jw+WXdYHu8y7y4BYx0a3+bONa/4T1UXDBnb3I1c+1xOoZ3J/bTQQjs77TAFBuPOIF7myrDKBIjXzWbsbAXiHU1ibjI7A4g3oqyqiCBMOtpEUWVlwg1Om7/JJPokhEKOXmHJOdvZzja1VVo/y5UorYow7g7E62bvplzdFFhsrEkVseEWxYxfVT4GDnXTryKCokp3lTyPW8T4Kgub26I2Y8nj8G/Wlcq0au27GxRlqsII+B0Bt05czUj2ukJ/1tWc2UORuI+iQAGj+FIghK+HJY0SBV9GAaPUUZoo/tFvNZooYaxhzqTIoXA3UCgoAoC6viHax1mzz6LSuOKHfu+Z0bVnnilOrHtd6v+FFlpooV1SgXFbFYXiBu+W57bO/D1WgBUuydLg9oVxywpZhVG7Lbk1YvBuXTtDGHUIaWOsMtXqbxT6q7ATrEiVAuMGH8pPFX7rWd8cI7NG6w5BVpHbf1amxm9yP3WKGgtNRcY4RpGNxJUiHLcibofOnCtUvMvw6Rnm5UpYutnuyNvtnACfw+ysU/A7R0DPXRXj3UHp2N7My9sa+2IpWWihf/BSAvy2rA1u28zhYxTSmMiOmdjfMPlmF4ebKIWFhYDPHAZiRyeyG0lCrs4f6aZcYXgQUzg3W0Vu1/rcgeu4LShzFXW+5Xjv9iQ46sBb1qYTjnNg4jkALwtMJ/BZS+bM82iufa7CMItCB0jWp0pJpSBQyFkw8jz4FjcSPE+lbHIBsqhUgEXWGPiRbu66MPJtreO2QsLnooGcy66dtScXHh3JHFXgQe5DvvNqn7D4wQ51gE4uShbHakzWkStWjphMXGv6Iz9VJnyFu00ixCpNgX3AHVglWET6Il9Sx5+sXQWCHvu2Pcrx3L5eaL1E0Z3LJ8RT0JVpieSIHQ9daMtSC2ldCgxmA6PBhF8xJRYIliVWpUoYAEpilBXzheHgw88KDGYFjMbMn0F7mBhmD5uR3R5M/L7JZVAdtqhUXLlZMHLRK5VS4VvGUUU36TtBUQlUDJkro6oRFVgWbq3qm7A4BEjVVwoOZaICBpsTIMpK2dRHOBDumUwsgyxiAJxhGeRagpPgkrO3WBZFsBgXZiWUnWstXIGjRcmzFPLApIjCCeKKgydinRMq75uje86FAHaEK5bwHoGv5ooS4RLgv1mhsGe4kcyr749z6//vs88+E16JtS0rrJgsS6kkdzmhIQAf8K4LRi4+ai/7VuRDCkZt78IAweO4vMDOxF5wloTfBzBY2whKZKFjSdTGwjmClSkYLgYBDoa3i0gta8ctycIbWXqdXwKIcgU3Yx1jzQLXZW5YEp3HWDNW4JGcjwABu4jlqClniDtde2B28vkz9/BGFVlnAO1OMbK/5mqLscp20SX3v//9W0yPy1CnmLq8jHs3EzxXlzuIYtlFWOJhVRHbuJxweXYXHGvWFY+1b7saYfZ7Z2VGLiHd/OlvB3y154DMO7iDC0wH3LYnucQrPger183fJz/5ya0Y0kpmXeISl2gVYoEeXZoK2LAucAa/dX7WQYsCswYFxgHCgL2XQMlEOGPMFcOyQWAVRERkjBBBGung4YOypYJgxEQj8iIDhwEpfTdvUEIQYyUYK+EOuEmYEJAVI4I5IuC6XDYYWTa5R0kE0S35lkyAxRjz7cTcAn8STrlgpXGxaHm2ciVFmQHhsyOT83dR+sHNe2xjzYjMyJSYUcEzHxFFY24JJrcmrizZYAlXvwfIprBhWJg+qyJFIoQwJdf8AAVThsZ09/aR5yhtIXgjgoayRlDYB4Cv0WZ+jDWYNUWBII92ys+oaNgbIZwJboDgiIzzbcpQPOs9sUfMm0gn+0ab/o1WPMrgCB4eAevWX7RYtPn/IoJ8e1QU/LCW+CbBNs6Bnxvf+MbTHtFfyok9M7aHNYQQto8jgisAyZRrmCIRb3EmIyqKMknxp4RTAqxZ9I3LexScFAQKLkUlR3ghexzwlwJd8RrKG4Wpq3xOwZ6zrM2lJAhQdUdd+HBYHrs8MYTnXHTT3HutZycoKZVdSgd9mUuaOPdNZ7Bz/TlDXR4jgn2uXMDcN7dFcxbhufw8nuvW1Px18uwvf/nL7PxV/D/I+ez6i8d086efnbfgsNKiwKzJAkMRIfQJhEw08hBe2YzNbB5CscpUHIqRqKFMBJa2CgPkEFKKOgyMG2QH8KXpEzDV4SeoKRNVwitCkjCu3CuYtb6OmKdcgmCsqxNEqGgT9ZNNq24l2txcMgOMUGiYnMwYCEBg8Xx4KQesGYSgW7TbfzDdsLJQLLiC5DmoqgU78NalssJZE23ZhWRc9ghlh7XN3ArDpbBRWihAbpNRFdnt3Nq5+VPgCOZYDxYibSGY4aOEhBqHHy7OUWFiCQlGZPxhGYioMCBy+8C4KMyUF3sjSirETR+O6ZKXvOQU0WM9fNMcm3uC2LwKoecGomy6NZp/3zYmdZwowPLWjEoRZogBAwhrr1xpLBHeYe5yQjpjduPVT7lXcgoDioA1cYOtbs7Gbb0qt9+4bxZaaKH106LArBEDQ1i6sVXE7Oy7VUw+U2aEGGeKSKMcPh7EjF8JfkQYVAnDEMHYZeIVfirapCICsHuOktIVtjPGLkuvvmirbmgsVlWINPJMZSVCMEH/aLVtCHtKEGEtGsgtc5xTihtrIAVMbhVK1jivXBMUEcpAvuG7cVEEFjDrQgsttKNoUWDWqMAQIMzOFREkLCU58Vc8x5dbKTDhx4Sh6HyuFI6KCCjugorc2KvKz2Ft6Py03teBPwnI7jbKWtKFIMOLdOZRgrZSbKLi8LrI++eEdWfyNo4OHK2Na6My6VK2OkAnJXYuxXsH9jystK3InDkFkSuiA5PaBznVwPjNLuU/Ypru1t3vu/dG/ajum/ZnlWHa3FrPOeB6zv4bxPrErTaXYn+hfzzaHaL9dhQtCsyaFRguoU4YE3pdmDEGCVTaUZdNcVtRPHNCuGubO2BzPtwutwoy33M5VMxb910uiG5OCfbOX01wsCpU7/W+DvwbmKYKwGb8LD/SAeS5ZNkAjJWHZVTyrC03kCgzbsYxzTuBy2oFq8GCNYKKKQEUXvgXSqr20R3GdQKLRKkE/MxKp3mLvDZZAJuTKE1QuU64oljN+PvzmltHwEoRQ1WeHe4Y7rsKQEmJUBetwlBRnNULAwLO/nUWIXMBE5OVFPPAsmSexjxS4Z4zDngmYN9xD1KwuKVERnKXhd/eWlI0rYtszdxw47pwfamODQDJpQbnEmS+rRVXGrexNc9jsS9ZyoCTq2gs68VlVZUVsV7WRNbW6kz4vovJXFZcAQXdebIGnWIKO9fhcszZHHDYnu94h/F0F6ZIEtlRB/wPoHrHk1wiugg9+6KLFEJd2ZaYv7lsxfZ9h0nhAu2iDfGTTrHf1vx9toigOzzmr1PqjbOCERwetCgwa1Rg+NirJG4OA/Ar3EA+NDaXRGxcQcCL1TvhVapwaEwVxqXClWDyohiqd9p82m51q1uVOA6RUvLAVAII04WTqG6dviUVvuyyWTlyiyVEMP5svbAWBAhXURW6LDOuCJxqzUQLEGrVATavQM4itTLBZNgH2SJGwBm7tlz6AhNhJQsQL8GEKXMPwqOMuBNrQ7GEXRlT3fvhnoP5CIB2/FBiRKLZL/oQYFk//r/5C0VP5mkZarXBUPnGWN7BfLPaEcKUCYnvgggvCggArDFKMDi6jPTd77R77yhkKSyeiX6NdXWszwguBmoOwtQDOB2g2WD05nGcJ/+FAUL2EYVgBNyG8kMRoLBEVmk/QLUI44WzCUB2zBOF17pwu46AY7gg+1Yb5TW3RZ0fwgIuaMxWDJge4+didT5iLDBxWeGyvpRggP+oBZf3YOQ4qoggA9quLiDOgbHNpbMHXO8Ek/PZ1QEi7MZyFSOZt859jIy3AwAT2s5DRS4R3eXN2XP+O2XM3uwULkp/xTeDP3aFZ5FM29382XPd/Dm3XboLRGnu3ktZ6C5q5q+zpn/hMM5fZ9GkQI/A9pHwqLm6WIeFFgVmzXlgOhdJMLusMDgsbuXaqk0oYkVbdSgC4JpT5cfNkxCq8DE2rDYAzso64UZK+FU3iSgzUPUVkxpr/eQcONpYmfJNjLAKQGlmchixNoDkfPjdELRRcPJNlpAgRAgJTHkcJ8yN52CLKDBxK3eTFyIpQotQEgoYt1FCQx8oEgQ7QRnh66w83gnkSxGVJn/MV0Ipi2gkCor/T3GlnDroLAOUEXNEKLl9U4oIagqq7waWiZVAlNeo+OT6WywOofwYP0YdY/Rf0UHxLCVqVP5EzoyK0yhgKUUsEqOiFpXXrU2EJPuxp/XdbRb4mAJlTs25v2OFwZT1G7gXIFhfAJIBk+0va8aaA1TuAmBtKLKwXYjVCfMW2ks5Mo/ctNw+lE39NRcAxawkFIsYK6UpBDJw8hi6HWfEzZ/F1Hvz3tM3aQiAuqviiN5vfeWpmit+ekTyoYUW2tVpUWB2gAKDCMPuuxHuW2m7GKUbb1cZWVtnksTMO78/83dX3wWOp0vOhdkT0t33CJnqZujWSvhUNwyRTb5ZzQ0Fg2DLli3zoi8UvHyDoLyJhOHSyW4rCiRLRYUpccMhVKv+cxvow1x46mGlOaxEzA2cjH1CAaLUurW5vVK09DssSxQI0UhcMnEbp6BRKiJkXdQQa4Pbs3GxDFGGrC9ljFIWUT2+TxGibHIH2I+EdOBvzKv3UFjWOUcLLbTQPy79blFgdowCg8GLJKpwIGGF6cyHBEbnl3ab77Aj3DwdwNMttssl4UbcATAluup8n27BXW4ACkzXBr9QZZ80LhaASqHwu25sOzpSZlsp69cF4qPcsBSxClVKRCQorNx06+zXoaUd1Y+dZfwLLbRQTYsCs4MUGAQw2DHJygy9TppLhDU3NxVmJqjC/2wraueQCM85hYTiM1fbZy5V+1xkD3dCBzrkOqrCt32Pb73KHErpozRyhYxjjcgk2JHKWmZOYYsqUKH3UGArsGdYdDplM56fa+tKKYRFaqzePJL14PLqLDF85x0WgILVZV61LyWYq4DDLgYsilXUnX4ALFdnTBsLlmrylQWMVQ7OJjA5+eLhmxnQHecLTomFq7uY+Ju5xHA7WhFfaKGdjRYFZk0KDF9+VSYghAGhV9VxwUAJgw7Bz/LCAlP1l8neeyvLhjZColIcMGrA1o55wg50KbhhTXKysCCCgKCorDcEMIBbJXwIPG60TqjBicBCVAKXUkDgVZYttba4yirwm3lTj6tSRFiuAGpz2nQCBbAS9kOkUXxTvwBfAZgj6aD1tHbSbcuUHNgQVjh9BgaFTxKlEm3eyQWHuH2AmuFxtPl9ZDH2PRgRhUG1Eb7cQQTmqIBxIRHasEkZlwRvY749Q3nKmYqBGAFSATNzVk0KF3Cq73LTjQTvAssE5Mw1mPdklBIQaTQqnpTJaAOgHfeC/aovooy020dB1sA6R8HTEazMQkdZknY/EvOFks2dJsdQZHK23vYuctZgW2I9/UQ6dvPkImItom0sJeCscttJ9jhm+M2YuPibXA8O2TvmokrHbm1ga2CpKgsk3I5n7e+OzFFXhsA+0b+K7PEOEIr/ibzqCHYOuLMiGalF2FXEolhFrCEXDO7lTlFm9e3qddkXXSkBgRaAutszf85bd6GYmz+8Yh3z9+lPf7oFJJs/fGWuFEMHBudOftaznrVd83dYaFFg1miB6dKCY84YfqfgYObAi92BEAVRHRiCxFiqUDgHIjP7PAdwJ9UtD3MWvVFZL2x4jPdpT3taC+LlZsrKBjeRNow7K1UUnxAEOU03iw+FQYLAnF9FhEEAoEP4BMGJRBp5DHA8pN4Zae3NwXhD1pdQGigAcSunBEUEUigihKG1HdP2+9FXe8EzQKaAnHvsscdW4DAhJ8su5UDYdTxHoQGKJTzH6Bk/lAzYHYqcvTK2UWQ8Yz6sLdDrGHkjbX4AvQk9jD0iZIC1zU+M0zzBFsXz5meM5CD0x1ICEV5svQn2sSzAWE+GUBxLCZzpTGea9gErBGtNzHlEIUXmWwIZwHZsp8yEBQT4d4xCigrrlHpRdhTEyDxMgWFVcpYop/ZilCLwN6OVi3IvszQlwt8AgmcAL8uLtaDIjUTJFDllX1CsKl5jb1AiK0WDUqYvXX4Z37e/u/xIBMhcduC5EgWEZIfFslZzFs2O/yGYqc7iZ667VBCU3Lm09HPfNA+dFdX8dNZkZ2TOcjn3TRe0OYtbN39dOoMgbXPz11lL//SnP82WRdhWIdgu9YX56yzu25q/I0J+H8n/rHZD+v3vf786wQlOsPrd7363Ov7xj3+EffeBD3zg6rvf/e7qJS95yaa2V7ziFat3v/vdqxe84AWb2r7//e+vrnKVq6y+/OUvb2o76KCDVmc961lX3/jGN1ZHP/rRN7Vr+9SnPrU64QlPuOH3f/7zn1fHPe5xp7bzn//8m57bc889V3e6051Wt7vd7Ta1XfKSl1z97Gc/W332s59dHfvYx97QdvGLX3z1xz/+cfXe97530zevdKUrrT72sY+t9t9//9VFL3rRDW23vOUtVy972ctWz3/+81c3vOENN7Q96UlPWt397ndfPfShD13d8573XB3lKEeZfn/wwQdP3/vLX/6y2meffVbXvva1V0c96lGntv/93/9dXehCF5r6ctOb3nT1n//5n6vTn/70U9vf/va31WUve9nVb3/729U1r3nN6edf/uVfVkc60pFWb3rTm1b3uMc9pvGf5zznWZ33vOed+nq84x1vWjfvPeYxj7n153znO9/qjGc84/TeAw88cPWjH/1o+vnxj388zav3jOT3H/nIR6a5MP9Bv/nNb1Yf//jHV8c61rFWl7rUpbb+/le/+tXqq1/96rT29uree++9+sMf/jDtie9973vTf/2Yi0c96lGrL3zhC6s73OEOqx/84AfT7/yc/OQnX73jHe9YneY0p5n2/vWud73p38gaWccznelMW/fTzW9+86171Jw85SlPWd3xjnec5u0ud7nL6lnPetbqFKc4xfQ+P3e7291WF7vYxVavetWrVm9729umPeHnOMc5zupEJzrR1J+vf/3rq+c+97nTHj3GMY6xdf6uf/3rr0572tNO/fr1r389zYP/+tljjz1WF7jABbbOBXak3Rxa87xv7ekDDjhg9cMf/nB1iUtcYus+QX/961+nOfmf//mf1bnPfe6p/yP98pe/nOb5JCc5ybQXMvm2vznZyU62qS3WybMVWa+jHe1o07gXWmihI0h+b9lNaUdhYNxqusgetwTRNB3NtVU5TrbV5nudWRZ1af2RnDTVrdHfuylX7iwaOetKlRhOm2KDVbIl72RWrZIiuQUxtVf95H7o2txGugJmu3NIq9umIo3C2FlooqRAWLxY4rgPuB+0sUSNtaDckN3O5xIZLrTQQgutkxYLzA6ywCA3x+4mZrrdeA9t2/aQ9/3pT3+absndrXG0EIz09re/fXXFK15x0+9ZO1gh/umf/mlT209+8pOp/cxnPvOmNjdb/alut27ObtbWax00N6+sEX//+9/b9WJpOfWpT122sWpUli3z+q53vWt19atffXXkIx95Q9tXvvKVqT/nPOc5y+fs1+p79rN+snYcmvGtm1hRTnziE5dtLEM//elPV6c61anKdm3VPoo9wRpU7V3j/fnPf77JwnJI1owVxZpU82h+f/GLX7R9Yhmqnos++cnrvdBCC61Pfi+n7VASJsUNMEdzZuQ5QbM9QoiQ6HRQ72PC72iO2XLNVESgdN885SlPOTF/bo9MJz3pSSflhQD3/EhcDjbrW97ylkloVcT19s1vfrNs47Lbb7/9yj5R4Pbdd99JOaiELzfP1772tU1t3/rWt1ZXvvKVJ5dWps985jOry13ucqtb3epWk2KGuJ1e//rXr6573etO7pxHPvKRk4IT7/Kec5zjHJPi8p73vGf15je/eev7uDy4x7hqPvGJT6ze+MY3TkpwPHvnO995crUYP8Uy5td4vYfLx5xyMXIvjUQgI+3cJ1kgB33729/eNPf+zQ1lDgn+TNq4qvQxEwXD3FqXTN774Ac/eHKVYVAjGRMXHxdPtY/e//73ry5ykYtsctF67kMf+tDqqle96upGN7rRpAAFWfuXv/zlk4v2dKc73dY1CwX2fe973+r2t7/9pPS87nWv2/BOc2YtfdN7s8Lz4Q9/eHJHcoON8xnPf/7zn59cox/96EdXnRLH3djRd77znbYt1rajddxNt8X/PvnJT07zUpF9brydwKrc50Hd/KEvfvGL08WpU2a5XytyxpzljrjCuzm0L/J6BzkrzuL2zB93vz15aOfvwAMPnOZhe+YPz5ibP/y1Ijxvbv6OENqym9K6XEhAVFJ0V8RNIvtplb2WiV6opSicioBAod6rPDBcRIDBFVKcuZ9rpgt15QoCUqxIwrkubwsgq2crYB0QKuArgGM1DoDRyq0FoAYQKmolu30AyYBxJezLbYBkwK6ezSA24DMAS+DMXIbBe7hT7IOc8hqozRi0iR4Ksl9kdI3oEt+MPeSZa13rWhtAqJFt11yNgFvPiULirpENeWyTnp6LB+DVugb4NN4pI6+8OICq43N+ZMjlEuI+48qLaB4gXv8/ogLsRXl+7DkuTWO1LgHcFJVlv3FbinTRhzGqwvNAwbIN64/EeeO8cj9Fv0XxjARsLjOwNqDcEQRoz8huHOMZo8NEkuhLtKnBFMSdCVgebfZ89EWE1Qh4NvcRBSfKDogXQDxAvLE3AR+FrgNcx7NjRJVoQuDeyEpsLsY5AJgG4LVvgZpHQCOQtMgjkVq+WUUhifRzBquolABLm9sq2s85kIywO9tchXMuYskLuwgbYf5dXZ05/hcRLR2AFeC5qypv7YXOV8SdKS1BF0UjCWYHuLVGgPQVAeaP+zrTjW9843aOZG4ea53l/f+kJz2pbOOinZs/bt+uvtW25m/f/8tcfXjOn7PV7bFtzd9hoSUKaQdhYDCNqnAbEgZMwalI1IlIiopEIQktraIGMBrMfCz+Nwqhk5/85JsifhCmaH4w4ByhJCKAIMX0q9pMUvqPkSkjEaoYNuGTcRT3ve99p29WWYVl1NVmnGNUBgZMkGoT6ZEVIwInwmMpVuMhdaC1iaYRxRI5cTABSoXfS+0vZT8liTKE8VAyRdbIVEvRwFDsI6HSImkwIJluzcNY8I3yiWFSCoV9xnpZB/geoZWqkat/Y26EjhJSQnf9niLi+6Ib7CGRZb5F4FME9Nu8iYYZlRqhzOYlIjwopIR2tIs2EwkTmXhF5kSb+YaTGiMj7IcIdfZjbSIUGkM3l+P3/a3xeE6W36gPJHLMng5hKIJMX4S1i8qiENj3IRhFvEW4PEUs6vHYq+ZVuzUWdk5QRnixvlGMvN8ca88XAf2WFgCzrjJhuwgQEJXibVzWr6pnFP1zaemiUoxtLqpnexLriV4itLpn7ecuczfqChzG/lmS/S20I2lRYHaQAkMrrXKgxA2+CndGFBCCryI32FyMcLyZduFzwu66XAWRx6O6YWDw5q66uWCKQmMrIeCdFIIqvwQhQJgJvc55LdxcCWHWghwWytqgvg1lKStako4R1ARLTtgnFJuy6PkxdNM73MrNzboTiHVCYO73XZipOYtwUP32/1nkKHtyNYR1zn4Yc85QJtVbQs6C2/6ofAj9HufB/49yGHKbyK9jzUIZk0BOUjdh4ISo/R4WAmtAWda3SqFeaKGFFjoktIB4dyCId47mQjH55mFFDu1z20Nf+tKXpvdVYMc3vOENq//+7/+efPuVvxRWo+onX76Q4grUyWfMZy88uwovP9e5zjVhRDLxzW4PCHlHAluD4E4qnNG6gNywKq985Sun/Q6HEz/CqL3zNa95zeS3h1MCgI3/CusO+uAHPzhhWi584QtPaxkh6wsttNBCRxQtYdQ7sJTArk5jWG1Fc0X8PNf5jdFc21yJgs6qFVaDzgq1rdL2/P2VOd0Y+X8ri1lk5OXmyJltWUL48rmERpcfy5VMmn6fv2ePcitxlVWl641PBs6uzECX3XlHkzF1tb1YbV75yle2z7IsdUnazB/3W0WsQFE5OxPrluR41R5kMeKCqiyW5pgbjKWrIxi0LhkY99pciY2lKOZCC22kxYW0JgUGo+vS+muTA6VKBY0JztWVIYC7rJvM9N5bMTpM+U1velOrcAAPdsxTVteuPzKx5oy4QVwIsBtVinNCH0aimh+KkYyvFfiNsAfErABjxgYkSzGo8pPAdFAMqppHFBAAVnM0kvfA5MBrjCm4raE5i9Tz3DHxTQKKuwp4MsCilAfrChsTz0SWXsBhANoRYApX5O+AVbl24G8iy3BkrvVjrnwPKDree/3rX38aZ9QBotBw8cCVGCcsCozICEK1V2Ez9BsoMfaJvRSlIuwtrqRRCbS21snYYU8iw2+Q91IqVcoGhM0KFyC0PgM95xpW3EzwQ+Y25xqyb8KFBZMykvf4FnejPTaS8RijbLqwUqPiROHhnuQSgyWS+waZC/gyGB8AZ98c8yaZD2t4xjOecWqD28kKNzAsVywMVs5KSpmyLsZZ7Wt7TckKeJ6KImdP546Dk5rLhGpuu0KoMuZ2ddJkGP7Rj35Utpnnjmcge6zD+8BhjWUwRpKR2Z6ZS4XfEcxUV0qAC7kCUCMBCta+o6td7WrthQtWq8qMjvBN61qRfelMdGTvd5c1mLB8DsezDrQ/dyGw5hXB4HWlBObmz7mCN1sHLQrMmhQYDNt7q9TMcBUYGcFYkWgXArwi4EN4jorcvqVnrxQR4EIMvTrAFCl9rTYg5hyA2szIME6RF1LQ5/di+pEW3w17JO8RsdKVGQjwJyGcGQMBo83zOQGdmjAh4H1zfC8BFNEwyjGMSp4bdbSxbkSbgzzWv7noRS86vTMikCgclBNtlAeC09gwCIBpgjBAqnA/3uuGLjJHrSIRTAQpAeJbLC/AwPaGNkoJcDRBQbBh+sDW3gnrxDKBWY0p+f1QeiidsD9jNJQxKlNhDrUZCwXUt+wpEUqiuLybMKTQwBVRIihAlDjYmGBw1h+IWSSa8RvLmGQR4Fdaf2MFhMYAY25ZTQCYo2+UvdGSArQ7RmVFaQh9hrkCZI62McKBsBijhQCA45usW4SNcxCA7rhEaKOEAF0HNmjEaBG2rF7KERjrWMNGnyhbFDjvB3gfiXJg3a0v5TGnrCcUKPqUoqquGAA40HYXJaMv3lvVMrMnzX9XrwwZU3exoVh1VeO9s1NSvK8TaMh56JQmStFcKYEq2CBoTmmyH7vEi8bY1YLzzFxaf9/s5o/yM1eKoatnZM9W+MEgYPTum3Pz9+c//7lN3Inm8H7mvSuUu63565Siw0qLArNGFxJrQHdg1LLJgj0IM+uUG0pKVxPFjbu7udCQu+8RjgReRSJqWCYqpsGqwIIQESKZ6RLchHVmVG5CBLHaMfmgidIgUN14csiemyQhSsgw/4/vJfwIS+0sEGPxSQdL3Rvf9G23uDj8FE0CjSJGCLid2wsOMmuM+dQnwoylId9yvYeCYbxZ2cKECEaMvmKA/l7EUHaf+IY1ruY8lKBwB8U3uDTsG1FdBJpbv9sdwDelLJSMqKLs28DLIejNDYtDzCkmSAmLdvt1DJX3Xa6xaFfHaRy/56OgIuVljLgjsL1blBHhar2sS9woKcMUW/WGKHHWQA2k+C4F3ZxZV89kIWAM+oKpmpvKZeN35qizLvj9XKX1LpIovn9Ekf3XuaQisqkTOkGdgoI64Yu2BW5fXF4LrZsWBWaNCkxnrkSEUHdbwDy7CrAE/lxIZEdzbV0+gchj0OET3Ci7KtUwBJW5EbNk8q/M3RieiqaVWRqzdMPtTOFu4XIjVO2UEliULFgol26JLCD/SMyWVY2pnXWCAsFK4xYe+9XeZOGiDIoWYxHk+gqBZa6YhMOqw3rCehCC0h4N9xmrDMVwNGmvO6proYUW+seg3y1RSDsuCmlniIDZ3ggZJBNkF30y99zhPW++JTJLJI3snmPhvkPTZ5lfFdrrvqmMQS5YGSQb7BnOcIbyOVkzReooApmjgd75zndO2XrHCCp9lLlVVl0ZYfP7ZCmW3fKCF7zgpu/Zx+Zme/ey98sMLPJMFFk1H7L8ijKTdVZm2XFcnn/6058+zbFClAqIHtY9PhdZZ668v1tzmXarwqa7yvlbaKGFelpKCexAOryZZ069n9NhV2nyg8a06SNRQrpU5ISUsOcqpbXnCFph2BWpBixctyLve97znrchzfsodB7+8IdPwn/8FuUFScfu3RVJvf/iF7+4TPutarFnHYhM0nIrFyB9f57Tl770pVMosTT+Iyk78IAHPGCq93S1q11tawpuqbyFMF/nOteZSibc9a53naozU46kxlctW8iy9PpClZUAsK5SfOvfWc5ylimUnOKjYne81zpIc//P//zPUypxJRUiNbr5fPaznz3929jNj7UJUtGZwoQoRkhV7VBefF/F8Vg3Ctd97nOfSUGhvMT6e1b4tWrVt73tbVdnO9vZpjWMkhJqYFX7Tvr+eH9e66h+XaUwN85LX/rS5f7E0MzHC1/4wlVFKqRbs+rMWAtlJaq9QEG25ua36q+yCY9//OPLb/qWPd+l0JeSvjuH3fwFdSneUXWO/hFJCYKRb4xkbju+YX9/7nOfa9/rgtKRUgG5DMZYoqQqrxF75dOf/nT7XpeMrpyKy5QSHR1985vf3HrOq5IAv/3tb8s28mNuD3b9Qd2eP8Joy25K63Ih8dkDPFYgLf5zQNWIcsgEj9IlsuNGAUKtSPgmUGWVUvz5z3/+BMasQpCBxYAiK7cVtwvshAiebPo3Z9og4rNbCz4BGBIOIrtnjP885znP5H6oygwAyGqDgcj0zGc+c1qvCuQM46MNGDW7veBpAhSaI41gKkTo5BTxCNYmUsRztyCYA2sEVxMYEPNn3mEGRPgEuNePiBYYFZgWeJQA90YUEtyKrL4wPGMUEjAqvA8ckerdI1BXxAsMCXfcmFZ/zJwLdMp1FmBqgFwgXf8f/sV6AvHqq375VuCBArvF1afMgmgKIGL9GqPOhJ5zFwKYWu8RUGvvyAYsBN16nf3sZ9+wT+BUpMj3nDkao5vMJdxNjAf2ayRji/WEnxmJuypKFIxp/RH3pHTp2mCtciSMMxnRRDkcGhYq9kmOSolSBNqAqvN54E4FhNceeJ4g5wNeCVZoBAcHeVeAxitXJ5ezvdIBTYGyuYIr8m4YpC6CCRapS4UPRO48dpEnc+Bga9ulQ3A+O6Cus4qXdTTXZg6roApkf3UZlGG/AN87Mn9dFJKzC2dXEX7b8Xku/yj3UdFtbnObNgKMWzzzuJGcV3yhWhsZpuHOKuymNbUfKsyUd+GJHTbM/M7BGLaXFgzMmhQY7yPgOn8/DEKX/dYG6jY24RjhsZngFIQgZsL0pJkXWloB/ggA0TZVnQsHgYDLeUdsWEyIMNCfEV9CiHufMF8g0jFsWV8i5T+cRAYWAxtrI8wJ9vG9GD9Bp53wHpHtFCHKQAh/EUnjWoyRKbe85S03hDyP6fQpA4CP1g3T10djEYGEoYRyaBzQ/KJjhLB65ygE9BtYGLMQmTKma4cVsfYEC6UoDrZ3ekaafaUWMrOF76HACqmmMBgXZUI/KReEK6EsEsd85BpJ+oGRENpCoi984QtvAPHaW8DIMTewLFG7iUJJARLNFuT/UyKAtUWiUTgDB2MsEebsWYr1GPZp3seaRUDAwVCjble0UUjhrWJe7WPKOGyOtaPQx7Pm1Z7zPiHfBM+4Zhg0sLP3ES7julg/wgbgGLg6Y7jsCYq5fZjzy/g9DJFoN3Ocz5k9BWtGSctRgubFOgp3r/IUBUi8Ew4i1bocP+bLOZ0DJNujHQHa57piowLT5dkx54RdR85MRxSGOUxaVXftkOSIWmj3o0WBWSOItwt7RIR+902MqgMAd8XT0ChcRqKpd7czwkqIZhctRThWTDXCbCsieH2v0vAJBzkxKrAtRk0Jw6wraw+BC6jr1j++m0CgoBD6BNN4q8YIWcJEUnm3+Ytn/VduDcUKPUeB2xG1XQ5tKYG5NgoEQUmJIUjl4iGo3T7913PA44Q75ZOFhEIkfHtMnEeJ2HPPPbcqERSjMaEcwTVamSjBoWz6BiUi2ig5o7XR2oYVhAWPskGRjf1kfd3650JQFzpkRJHaFkC9O/vbSijZRXAdkmcrK/FCCx1aWkC8awTxrisV/BFJO0s/YQOsTwXIhP/QdtrTnrb06QKBnvOc59w0Dj5bvuZjHOMYa+17HJ1qHrd3j6xzXWBAnvCEJ0yAZRgeuBuYmJinz3zmM6u99tprAhnD/1zoQheafgCO9em+973vhPW46EUvurrYxS42/dc7or8wA9/5zndWl7jEJVanOtWp1jKGhRZaaPen3y+lBJZSAtuiuRucW3fnJotcGxW5pXdJnNBcW2e2Rqw33c2QZaKzYOlrJEurSFuVAIoliqUjZ5k1vshnolr1OEdcahLQcaGMCcY8w/XDUsJllXEA3BQsKlxDXdmDrtw9y8zcOs7lEqnWpst1EhagQ2pJMi9z3/adLpMp6tINxDzPJTZj8euI5Wcu3HtuLv+RQvIX2vXoG9/4RpsbiPW6k4XO4s5WfXxxIa1JgSFEMc+unoq2DtTEFdSZX/nlR799ds90vnDPcBVVZDPLHluZdW3aKqncmIm1SlvtXdwSXeVsPnAYhsq/bhywJxX4jcACUK2yfMJ1cGtwSWQhYj0AhyV0y/NHgO61114TUDbji4CB5TEZ08cbtz5yw4QbBTiWKZ77TBLCEXQr/TwXCiUnQKDxs8cee0zuHWUKAjwaOB5uL9mIufHMVWQLDgyQbwSQz5gAw2FCKDmAheG28V/jpgBxAwEMA2WHoIY18gzFUB+9JxiV9bdv/Jtb56Y3vekGl6LfAYFTBmB3Mtg2EgGaV+0jmUf4DErcHe94x01M1broC1eWtc0E78U9VdUegqUy796fyZiM3xxWGUulWwc47mpKUT6VfqjInuUeqxi971rrLoW+derKcjgnciTNuas7ly6lvcu+6pya206gUcI7PgW707mmuXUp4xVPcTa9tytdYn91c+QcdxlqzTl8Uidkua07l6T57XBCXJl4SkewYd2lyZ7veLJklV0CUXNuH3UEj9fNkTl/3OMe17oGr3SlK01YQhmjM1/nSgcmx29ykAmZBXAPV5YBxOYcDs/+reYfOF1S1MO7+vyiwKxJgcHYJQKrBDTGDPTY1asAuO0Q8RKIVTVRWDpEKVSCHXMi2OBHqtsu4ZlBsUEYrg0dIMogmxRw1dzZuKPCQPkieLUZZ97sgIFddAnmFPVmCJ/xpk/AAnRqU1dmZLrwGxEVBMw7CtmokRLfHLFJ5gNGZsRyBAF8SsQWbVFnxVgxfXOCeYnasWb6qk+ULHgb4F9KB5wHZm9eRDVZw3gvPBABQ1EiiDEt48dgZEgm/DEq0UYSzoXCRHjDjWB0LDYBYPZD4FMcfYv1x+/sRf+VoI7SyaIE/HmGM5xhK8aF0qRkgIgYc2ZPWUdrKJLJ34hICqGlfwC8gM/+S0E0Z2NEyP/X3n2AW5oV9cLfSJBBVDKDjCQDKEmCwJCESxZRYEwICFwYMoKgBBFH5eIMoiiIgoCCSjYwKALKJecBJCt5ED5yHOKQ5nzP771Uu7q66j09p3t3n3P6refZDH3W3m9Yoeq/qv5Vy31laBm38dgIfQgMxTPj4YweEYrO36IdeXkEPrKdos0zxXUZRfMx2oC8cQ4ZBwrcXAEYM1Fav1hH+FbjsQgx52XdIENXWT3Ai/5m7LKh9L6I+bJHKqPPOBj76oDJ4BQBxpXni4FFws7nRYUA4F1lb/PVbzvw47iH7jBNYBeHqhJAArjsgBF9U4HSMHb5fKsQQEwfdjKXuSPjrntPXsMKsBJrYa6sf/ceoZc622KudoTkAHmdAIdzFZ/nvIdPfepTp7ldgcvIKqzOi/O8dGflVTdHrX1zsAJO7KGN+Wa8qTMrC4BZE4AxoPkguVEoua7CrR1x54a2c6x2Ea7VTVogqiPNWdAmVoWagQCoudqZUCRS8TJAcx3Gxg6VgaQYxmvbGTP6FomdyfguPAQUm3Reu36AKn5LwTOEdsb6jvGM/vM7GU/GUTuAFxlefh8l76Uv23V4J31loVHA2hg0bZSyPvHOFrr7eGYLnnHrdpQUStX/nhFIqwyajKOqkrHnAoIq8rQ2IRVKUzoj75iMHN4aoAj4kTnmQMvI2IoP0KM/jEmQaOMD2IzjzAsxnrEEJITi8uwM4phCLnQ3jjMDH+0A8JhxN1byDcA5Ah/9z3snBRoYcS3ZPa7vt+aONHCASMae/ghgDgyad/7GIDECO50IzFDNGSt9PxcOM9/nXP/VAZIhQHqnO+iNDty4Xy5JMAovVvdMAF5lQDcLk5K5fpgjK5PtFh5ZZHNZSLxrJPF+5CMfKYmlm7UhUR511FFlm+Jp6yadHi5RSOoCF7hAWe32DW94w+pSl7rUVPxtFNPyiU984uo85znPRAo9+uij92r/l3/5l4k0eqMb3WiqHDuSgF/3utdNRdwQUFWd3Q5k5YMhsVTNI4XzFKDyX3+/0pWuNBGiFatS4Cw+5hWirf77x3/8x6mQm/WgQKDCegi6D3jAA6aiXre//e1XL3vZy6b5G5873/nOU2Vg90DifeYznzlVH77sZS87/ffKV77y6opXvOJEmlZAzngG+ddH0buo3OxZzfGugu4iB1fmCOFzlYzNBfNmrCI9Cp1Kt57ZitiLLHKw7fcCYBY5pDJ3FIFqml1Jf4pRezWWUQ2yKzuviux5z3vesk3GEkBQXRcgYJBV683voOS+KqmycfJzAlDnPve5J1CRfwd0qXILAIxiGaru6R2vcpWrrA7HemHs8rEIIQGIvFfX7h3ODAgHtgDUrRjCxVAussjuleUogR0mcziSoezKOfudkvhz5aU7UXa9Krnub0rUK5ufRdn63/u935t28pVBesITnjCV06+eV1l/ZeCr8uhKWSuzX5XKNpmV7X/lK1+5Txvw4X7vf//79ylr7T1OPPHE6VmrkvbK7vPevOUtb9nzN/f37jw7vBb+v+t4Bh4MHomLXvSiE8hwdpB3AnSUob/NbW4zeTaue93rTp4MackAiWMD7nKXu6wucpGLrI499tjpKIF//dd/na4LID34wQ+ejgrg0XCUwLOf/ey9SqPr8z/7sz8ry4nbKf/pn/7pnn7SDyFx1IA5Yjze9ra37fX+r371q6d+0S4tfdyR69cole66xnYEL75P9Pmpp546/XYEL97r+c9//uSRzOJ+5tCf/MmfTPepAKejF6rS5/rsQQ960PTslbj2//2//3d2Pa1DPHMnwF1X4p3MtVXHeWybMu47XKyJ7kgUMnfMwPve977ySApi3ionUIn5O+qbLDZG3dExnldpie7YhMc+9rFTmQQbKHphFEeKWG+eOwvPKB3S2RH37NaTTVe1hg+ZbOxSWRcHBocAb6A66VmcVjVasfpKkBu7UtDY5V1ZcLwChNyODa+6aUXiFefGl6ieFd8AETUTjpHaFI7Td4i+Y5xZRVaZQtpkv4zivZBao8BZ5tfghUQZeJkxo+DEBOkUEXMUWTiR4eO6I1kPDwWrPrJ7xkwPHB6kzOBjqI4bgneAIIugqk1VWoL7g6A7ckjwQMwhfAPEV7yPMdMIo19fXuMa19jrdzg7KuD6RL/Ex7+RKJFqxwwlH/wUBFUEX89pXuCS+FtcJ7JWcBXcB1lTSX99EORLnBEEZBwgf9N3SLvGEXcEj8H4/9qv/dqezKrIqkBARKZGJpaR5f7Ix4p2hgAA3PhJREFUywQfCJcLYRhvy/O6T54LRx111MRf8kwj2dv98XvifTNPAx8HaVibeT8KAnBwfPR95pPhdMjS8l5zVV07Ij0xzh1PzVqpuBgI18ZhTJ0fBXcr+q/KPtR/VVIA7oYjGTIhPiSy3CqOFtImXVRlKdEV+GpjVetRzDlE/qofcJbov+pIAGvePbt+cF3cpkqQRGVMVuJ5caM64jC91PFnkI47nYuIWyVOhHiXLmvU2sVRqkQmo3etxFzxLp3o97Gy9SjWzlOe8pR2ft761reejrWQ8JHtHm4SXSaBIvPzzEG6ENE/lzYwB+k2CRqVjTEH9eHBrpS8kHjXBGAs0upMFOJvlHZ3RoYJMlZFHQUDv6plYmEyWJWCcy0ZEFX2gywM59ww6nkRyoCRcou9PzLiKULgi8JEcLUQs1g8nqkDaRZfJsW6nmyVY445ZgIc47EIWOwBigJMRAospRagJ8BEZGQgwo7HCOj3SD/0TsivIzAIZW38GEHAgREEChj48Xl9x/sz3pTNONYUEKNLueWKzEjHlIcsG4p+FApfZpKssVFJuLbxQ25Gcg6DDiiHIQ/CLCUE0AFxsnXG9Gvn08jmMtaRYRZtSv8DZ1FSf0wFZzwBygC5vgfoRAYTY2UOGXfvPmZ9yepRvn+cX7J5IjPKf0dQKVPBO47jYg6GeIaoEkyhUsgBWN1bDR1tssNkSOW0eandiOaOC5gjfXYke9KVMiDdGTWAH6NQ6QRzgkHviKYIyzkrapyH5nyXKcOwdGDMugKquvvKPuvqIzHO+r6SKGlQGTPvb111WT/m2XOe85yyzfjOHVEw1wagdKnbnjMfHbFb5XNF6YCxf7tkEBuag50GfaCykHjXyIH5m7/5m9Ud7nCHsu0P/uAPVg984APL+LzQAUJqJVyOKqDuNuEOFWYRPolTkMcx+uu//uspJPOjP/qjU3XYIA5qe9KTnjSRey9xiUtMFWNVd8VzEUa5//3vP4U0EFR9/BZhVL87BRmXBnF4/HQE6u1UbVd/CUc4kZprlts4+Cc3vOENp/nz53/+51OoyHXiRGicGidFP+5xj5vChkIPQgz+i2jrdGyhLG5kgofko+8f//jHT+Efc/d3fud39rzzxS9+8SkUpu+Fn251q1tN4aIQpzMbh3in3/7t31791V/91Z4qv/4rZOZkae/xh3/4h9O4mufafNzfmHoPvz3nOc+5+omf+IkppDbOF/f3Pn7bEUh3oiBid7wiIUj9ikRdifDg3e52t7LNSejI8ze5yU3KdmHLhz/84fusyQhjCBvc9ra33afN89Bvj3rUo8rrCtlqr/hoQp/W5/nOd74zzVWb48dtl6riixw8WUi8awQwc0RU8WxKeJHdIesAKZsp3MOhkPGdGC6AMT5AH2ADPD33uc+dDK3MJR9cn5HzEjyPhTB/8ORA5gmw15Hag/fQEbZdF0+tA1Zzv93N2ZSLHDpZSLxrlA68kMMBXuYw6BzRryOhERPHWUOdApNN0+0okV2rZ3JNZDG/z+L7T33qU0uyLeMYRNXqd//wD//QvsdrX/vayQNUiVTrxzzmMftcz26fNwIZ973vfe+eNgb6xS9+8ZR27BygkWSqnxFXEYavec1rTuS2vLt81rOeNaUq2/nme775zW9enXDCCaub3vSmJakTabUbr8997nPtHGBQPv3pT5dtvDMxxgjEv/IrvzKRl3lAeMyCCIig+0u/9EtTNtZVr3rVKb06GynfGRXNHPmUIPdmUvEo+rKTSCPvZLfsyTYDsXPtc+CFdAAkrtuBl81+u4CX7Slf+cpX2nURHt5OMiF4W8nGLpV1HiWAA1LFgN1LvLWLJ+I1dBUj8Re6EtLKtXecE/H+Lj4sNu98nSoOjnyKQ5Lj6+LYKscif45VM/3d9RCRkTpdNwQ/Aq9Dm6JySKWKsY2lvpFF8WCQivEsRsFnQWo1XpnIjPzr+IELXvCCU/GzkWeAM4H0G1VoR+Km8UGcxMPADxl5BtoQbz0PrgzOCM6EsveuFfwMBFQcGcXscAIQU6PtnOc858ShwSPAX8JVGPkq2hSdw73BfRo5Ke6h//S9KsrjPZFtFf0LvgWCs4rC7u2ZFVGMUuD6QsExRE/cFkXoxlL4SIauZTyRllVuHUmeCsp5frwR7xeET33umng8ODlItzhBxFxC3jVmuDvuN1aD9Uy4Pr7//Oc/fyo2mOef+1z84hefitpVVUmRh82hqpiaOL7+6Eix1pc+rThj8fxVZeoQbV1xOe/ccS2sw44jY7z0abfulZ6viJneFWek4zYoiti9iznbnQ+G84Cz0+lG74lfV/WD37h2RW6dO2bF+xn3rpCdd3TdSlcZU+/ZVXvF9+vGBY+oGxd6oDuKgeB/dfecI/FaN11ChvecI/EirnfP61lw37pnutvd7jYV7KzIzhI68ASR9/P1rWP6FRmXjcoiiYIOoGMyz4vtQb6e45xtRRYS75oAjIXEWFWEKIPonsiElchw6apjIkdiemcBiEzailALUGCVO3cjTyzfV4GW0RoVIEWCDCpzyfNQniFBDkXyRLgdswIsdkbPwmTsxrNoLBiLmZFUcp3Rj36nDF0T6ZJR0j9RvdWzIPQCPWHAgSACBMp2CUKoj0UUwBExeAQNnglQij5TxTbaGOrIjNAvjHq0uX4QST0zgwEMnec855nAFgBirPWNe+pPIIMBBoooA+/PSMkgoAiAG6AB4dhvESplQSFORnYNg2fMgGEZC9e73vUmwETJ+C0Dgmg9Ah+kWQpIZoX7Oucp2pBezSHEYiTVMdPHNWSWAR5+h5w8Emn1T1xXNeSRHCw7zPcBVM8aWVrRh0rzx3EUDFdkCQFc+sn1xjN3GLg4bsFz5XkNtMSYI0OPhj1K7wfQqzJh9Bny8VgBeBTXmyOEPuxhD2srtwJr1SGS3s+cr9Yo0WfIrZWSB3K9T/W8ALo2fVg9kzmO6F0BBs9qXVXPaw2Za7/xG79RPq/svSrLi0goMD7VdW0gzJ3ubDYE7XHjMwq9Yl5U7wn06IfuIFibmK7vEXwz2T7E2nS8QSfdEQ4E8OlAE30buiiLPrXOOgEs544LmDsg9f3vf3+boSRj0REgSOVZzEtrwsYy20vjwb7QfVV2lOetrnmgsgCYNZ5GnU8oHsXOtWP+26lWE8wkcc3dUvLae3SLULpd7AAoJt4l6akWCPDg/wMElKAdxfixs7crlHmln2WlAEYyWxwi6b4UmUymsQ0goWx4haQhxpEIjJU01OqgPWNoJ1XtGAOwVIbDewNznbKlZLqD/Txj7LhlMwE9wA5QGKmM3lEqapwrFZ84UJGnjlcJiAogIvMLIASaGKbxKALp195V/zu4crwmQxZl/o2Ha0YbwDVm7AA3sl6infHM5xHxQkTGmcPjAJTw7BCAUAaUawPPnmnsY+NubK0VmS7ZQ2BzQdl2h/eFdCX0N2vrdpnGtNsV8wQB7t1J6zYZAH619hlQwGf0Zo7Cc9dl/Oi/OeMMTHcZkcCE9P9KbEjMr05X8epWR2UQG5J89lqIZ5Et18lcW3f+T3ibuv4j2y37ZpH/J0sW0hpJvHNE3Te+8Y1t1kD3u7lMl0UWGQXXBm/lO5uPPR+Ct5LnkO+LYeOojJlx/m4+yu6wTqKIHe6KeHl8ZCLJnlMIS8aKj+v4/p3udKeJDyG75I/+6I8m/sOY9SUTyTERRBbS3//930/Xu9zlLrdPJpF3kFkly6jimGn3rF15++0qiNHWvKyqSh75yEdOWTvV2pcBhkytv7IYO9yv293uduV1Tz755Kn4Y8fXcySEwosd/4jO/LEf+7Gy/SlPeco09pX83d/93cTz6vhoCOBdtqWicle4whXKNkXW8nEiIUsW0u6TJQtpOUpgrTKXiYWwqkR8pVS0MXRVSqTUTSm7VRujff7zn/9MZz4wnFWq6EiArdI6zZs4a6l6dwRUhOV8lAAyHGPvPcJ4Z+Kw697ylrcsyakvfelLJ/JwJkpapvpHKvhuSbe3Rru1uVkWzW6QzTYuB5LJtj/3nkvln0tUmGtf5zMvcuTIF5cspO0nc1hxrpy4nWdVYp/YJXfZHAb/Oc95TtnG+D7iEY8oS/4zwnaG+SgBz//6179+qjfykIc8ZJ/fPO95z1sdd9xxU+2JfF11KRwjINslStTHNRn8n/mZn1nd4AY32KcEt2wT91Lvwm42K1I1TBwy6Pq5D6OEv90b4DCKvylXrzaJ3wZIUpdGto004b/4i79Y/dM//dN0H8cF2LWq/6MejdoqjhJQUt/nyU9+8urWt771BLIciSBrSClyhtjO86EPfeh0NpK6J+rbvOAFL5juKUNI9pXf8lrooxe96EV7yoUDLTKb1HmxO3UtdXDG8dc/+klW1HiUgL5VT0b/Gp9cNh2Q0n8BjqL/PLN+eM1rXjO1ffCDH9xzJIC+sMtWoySe35EMIX7roM347jve8Y697hnPJctLZllVhty73Ote92ozjdyzylYLGWvVZOky68bn30rbVo4KYMznfqe9yw6Za9vsWTcDEnPgZbP2uevuNPAyd8wAPVUdiULot3GNjtKtiRDrsMvgM6bsQHfUwLvf/e7y+A3iCIHqGIEAC2pLZR0ZQh9117X2547RWLts7FJZZxaSjJpKZBEdd9xx+5RqDlHxtarSK56Mb1CRfzHEkdRy+X0i/o1EiUuQxbVUscVbyPFhHAwkVP2T+Rj4G1ENVcx6fLco056PEnjVq161F2kWPyN4LojGY/VWHzFrXBF8l1yCP8jBeBfId2MlXvyI4D2oCOrdo2Ks/yIZE/yTILgG30NV4iDBifEjgcZ18WVwR8bKt/EeSKzGXEYWAmLcywc/QRYPblP02Zi9hDSLGCebYbwfoq+sK2MrIwFhONqiBD/+CG7EyFfxQa6WpWPOGGNVoRF4EUWRK6OCKk4KDlAQbXFS3AffBekUp8hY4izIOPP/zU3zAanX7/BNgniNf4MIHeMsgyiOQZBlFeRpRGNZC7KP/FZ/jSRe44eUGu+TCZY4C+6rzTUqQfTG5amyLcw32WWI01n0meMg8IUqDofxMC6eofotInS3tvVHVyYf10p/VwRM728tVdkw5h2ydHeUgGrQeFIVjwPXxHqtOFy4Qt6zIzrL4qLjKo6Xyr/mszXfHTMw8ppG7hsyuIy/ih/nCAc8l4q/pM/x2Cryq2vRGaqLV4K42vFuPNMcoVu2W3eUAB5WLrsfYg3JGKwEv00mYSfmfJeNau3qp+5IhUc+8pHTGFRzW+KGKuDVMQ8I2TJL2ZmKUyULVB9Xx3PIBrzvfe+7ZCHtJBLvWP48TzAkxYqdblI5p6Ii+1mgJlg3MTeTTAymgCly2T5IreM9EdooWgZZGfgxjVVfyQLRbqFUCs53ZC49/elP3+f9THAKGTE2QJNn83fZABY9BcdQIjcCDcihMkeQSRljf6PEGHZ9GVk4QAESqGygXCqfAUd41P8Uh8U4Gn2GPjJ+EETHrCdl6UcWPeWB6Ev5U5pZjK13B1RzHzBCMooY9JwhY2y9G+PgMwqjDjh6L8ZsHC/9aAwZKiBF6izCI2UzviOjDtTpHwTMEWg5LsA1zAvv5p2jDbACKBkkAG28pvcwbsY70tzjAxwxVAisDCgStTGKdsaI4R3XAmMAbI/XcfTA2EfjM7hHTodmNAA1xjuff8OYAVieNcDsKICf+VelbhPP0pX1dy+Gp1qj0n/1VQUWzDvP1JXQN/eRYqsjDIwJADtmCo7vap7LYuqu6zyrqmwDAKN/OwMM5On7Sqwvv62OL5G2ra3Sj/oB6Rgo6K5rU1UZX0ZfP3RkXHOmAlSEPhvnWH6muXOxdpOcMZMgQsfM2Z4us2mdspB418iBmYvPK4fuxOIsXMXc3kiMi/TCfTqSTU1PfWccua5xQIQB8F640OO/yI7HHHPMFBryfX/3Xx/zQPgmjyEXsDAFzk1Vwtx33PNQV+Kd4xh4V8X0cHeEmYRgfLzjPe5xjynEF+E0nziOwFEC+lAIavyd/3+LW9xi6gPuaX0rXOa/7oVgyl1u7moXvvFfz+/YAfdwsjS3uOf20W+InCPR0zOcdNJJk7s5jhHA5bnYxS42cZT8TjjPfa51rWtNH6Tk3C9O5RaiQxCu3O/G0wnjZ4bvtD8VZp2WLqxYrXunhZt7VZv+4n6vnpco148And+VPPGJT5z6R3HDKlzwt3/7t1MYuJpLQq7GR8gyi+KMjpQQPqzkfve73+r617/+6ud+7ufKJAXzLEKIoxh3RFvzTzg0i/CrsVMUMYvfCNnGqetZvMvv//7vl21Obxe6ro5vMeeNq/HZCt9nkcMjC4n3MJF4lwVx5MjBBjBLNtqRJcYboOtA1RzJWRuw1c0VILQCEQQ4BRq7ayOSO3OrAmQ2GDhbuGVn9nwmWVM3u9nNykwyfeEMry5bazkL6ciSLy4k3sMjhwO8zGHQOULjXJudo11nJcifQULNQgl1uyg7P4f/ZXImQjGl+Ku/+qv7ENTsXilF5fsrsfO/733vW5KRXbciMesvO0kH2uXr2kUir/7mb/7m6t73vvc+v+XhsfNVdt/udxTEvSc84QnTzlWqaV6QzhO6613vujr++OP3/J0XBBn4Pve5z5SZlN/f7t5xB7wkmUjnu54V4bU72gGBtxvHueMieKeqXfb4rp3oXwTmOeHFkerbyRxJN7xLnYwk8erZtoswunMeoTnFrW3OaHfghSCaz13b4Zudh5mXo0uhJh2wIbwkXRq8d+nAC+nAS/x2kSNUNnaprIsDI6ZfkZkizljF3kPEabsy5bgJFYENv0ABt5NPPnmfNvwA5Epkz1HcA/8AORUJNd8TFwJPAskyV9R0TW14IiNxOK6pKJp+RZId3xs5LHgZiKYRrxY/RbALboO4vX/7DS6MQm1Il0FuRQoT33c9VW+jeJr3wJOJaypT79/xO3H7KKvu9zg+CMAqDiPG4WuoRqnibBCYffBuVK3FLVFJN0irPgq7IaQaA3whnIKRv6EYm+dEnkOGHdsQcRUSU/AuquxGm3vgQyF+jsXhkGxdB0FVlVTclZGr4t8Itng2CpW5f7TrC9dEvI7xwKfBFfJ83i3GzFjiBeg3HBftuAk4POLhCsZ5RsRT80t1XdWBCW4PMjouCX4BAh/uTghuhLH2zngNvpvnnyMUjCduCOJvFjwk76nwXhbvZs50hR9xWBSH66qkInNX9yR4VIjllZhzqtB2RSpxXFTOrQSHpePd4Jlpr94FGd09OyKpKtZdKXzX7Yrn6X/zvSIVewcE6K6cPZ6VTyW4WcFFy0Kv0Jt0XL6vd/eu+FQVFwMHBqm9arM2tXV9ZC51pFj8oKqac8jcMQPWTMe7QaSlsyvxLnNF+RDcu3mkuGVHvCb4UPmYlhC8JPyzqIKeOVyI83iP1dixI3iNFQcJhxGP6GDzZBYS75oADONbsewJEh8DX1WFpMQR/aqyywyviVBNXAubkamUrr+ZPPl5LGgLiGFmTMYsBYvS3xg/ZE5AIMT9LSDvwMjLniAmp/sgTsqKYBSBlVA+qukivaruyVAzfgyINs/GiDHKYWwpSM8oA4DhDQCjlDjDiwn/gAc8YDLICLraMOGBCM+I4DueS4SwytBSuhaw70Yb8p93QlhUYp+BYwCBLO0In0CGPvJbBtlRCtEGWBo770JxI6vG9RElldfWP94J6Ij39L04V4SSpPC8jzaVdY0p4qaqwLID9Jt+Rwx2fAFFQyGpOCxDCNigwCgZAAYgQf6M9wRcGDSZT1HuPz4yg3z/j//4j6fxHjOm9I/sGiDY/aLMf2RheTagTx/pmxGIAX+AjHFhDIDPGC/P7H1laI2kZGTisYpwBuauE8BNhlo2TAx6AOEMvv07CNpV1h5wEn2VAUOQ7K3Rav0CU+ZpBUQYZ8/TZbswDq5dXdfaQEquDBOQ6XmrSr3AgDZjVxF1zSWAmHHKYh75bXVejzmuzTqvSMmqLRs/hOgs1oN3sfHIz4sEbW7YFFRZXuasPqzAkfVgjVcVrIGhub6nR5zxUwnAZH53IrGik7nzl2TddcBIv3TAMojQHUhW4Xgu2+cTM202Ft25Wd6DXuiqGVdHDIzzcO54g63KAmDWBGDmSk+btN0hciZJt0vYacx1OyELuGo3mRmSanF7f16QvJB4TIAxRid7ofQ3Tw2AN/a931BAgICD1ez8ABjXAGbsGKT+2XVUXjHP7h14Fqr3cO1IV+7G2k6rui4j15V4B8A8c7UzY2CrnYx0T8/pv1mAIOdrAWjGRaqp1G6ACXCjoAEb12UQGWgAjCEBXnhZiOfVxxS+bBvggQfH+qGkgEZACEBjGL/v+75vzzjambmO7/NSSSEHEOPQyTGlNdLEZbkAkmMWiGdk0KWz8wIChWPKrX8DTbK49P3o2bHueMv8HmjO657RZLCr7JnIBJSt1u0keaW64yGA4spbRABcnq/qQEZrBSiSYVbdF9DlWax+y2Abi3xcAwFo9DPDXwnvndT6CkiYu/Rmd04SINalsJtzftt5zoDw8Qy1Ue5zn/tMG6BuLZqv3fEkNhrdeTy8W905SdHeydyZRIusVxYAs8Y06kUW2Q3CWDBiWzmDC3iYOzeo+r4dfRdCJTxk1YFxIcBHZ1QAuXVuEOb6aM59bjfetSt1MJ74Pgqwzqh3u1sgXX9VIrTRASrCA1WBYWIjwQPZjS3PaxdmA+R4z7q+UnqgOwdMeNphsJXECeedVDV/QgCtzqOxyPaVbQNgTEoPwv08Lk5uPXU+uHwV38ruL7sdi8VOAnK3I5hTflkWALNeqXZvIdWOcRzXytD4G/dpJca9KgAYwu1ceXyivkpnFOO6lWuVAudB6Aym96jqaJjb6r2MxdviesKPVTw+wlPd6bc8HB23KsJX3XPySs0Z9jnjuxmw2azdHJkDOZ0RPVJkzrBq2ypo2oyPUIWcQoScAKtOAK7uuYRGKq7eCFK6ecrz2nm4yJnR/YvsfNkWAAYHAFkPIW8EMFzAXMHcwJQ2d7WYbYhJzs3N/c21S/Hja4ixbwcAU8WVQ+aUzlwbF3i3SO20OlIdI1HF5d0LUQ8norsmN32lRBl0IYFM+HJNf1M1GMcji7G83e1ut+eE4/w7QNU4BtfHONuR+Y04trBPVNv0G2OPf6FSLN7O6ArWH0IC5haACzQAMcCTEIKQh8q9rmtnGCAFgBDKECYRChGzj90q0MHtLgzhd+LyFDKD4CPMos+iUu297nWv6V1cU+hKv/gdHokwjrgyjgsgjqyLiIvjgvApjOS++jn4OFzwfmeHKzQgpIMM6xnxC3zf74R0GBk7dK51PBljrQ+MAcCioCDXumvrR7vysf9cH5nQdawRxicMm38Ly3ke4+i7o3HRF3Gqt3tVYRnXxaOoOA3G1rWNeweEo1pzJcBcVfgt5nW3y4/37tZht8ZCOs7DZoB+rkjYHLg0HnP8gi5cTTKAzm1dH9BBcxuQuRC65+2u6+9z95wL16yDY3GgwpvYjR3O1xwYm7MfuEJzm5FubL7yla+0p4sH99G1K3BrPtisVWE43xf2r96HbuhCsjsewBhcrkgxRnH3ADCUAELWWB5bx3pYHUUAFkp79MqI34u77+9kXheAMYGiXHsWz6YiarcDUtm1Ujrctgx0ZwgAvKq6JWOPIDhmBMX1MMcjs2XsM0qEEWX0tY8xYEbeteK4gAApfoMPMmbhMJrRhoAY9/PhVeP1oJjs2EZSrWvjbOB0hOGOD+N//PHHT16RTEQ1Z5BW40gD82O8JmCEbHbve997MurRhnSKkIwHYqHKXhnfw3VcT5VfRx6MJFXvAWjzIgA9xiH6JrKJAB7PPJJfgRXvBpTjg4yEWWtCCX7vMmYZRaaVj3cZCbpBqJVV5Z5BMo4PUrX285///NP9xkrDY9+6JjADvMV7xHN7bwBHmX3Az98Ax6joC9AQQMfYR5aWeyOSjkZMGfq4vvYx1GH9A4jxXBUZ1Hzyu+DnZCXumfVBBvwUv3WELFoZCcCP17cLVZgHQGgF6mMzVnnrrAFjbY5UAvTyOFfeKER5gL8yPowKwjViezZqDBYuineprotjhHRfVf42lvhMVTYlkO49AeVKj9kYAM5VRop3BNZ5JvPY0F8I34BvNpTAKE4OUFt55QBdYBuJtfLcCE1VfLTgLnUEX3PJfO8EYb4TupF3txJ6qJtjdFBnP8JGdFlTSMU2OJW86U1vanlLBNeMDa4yq8xpzgIbpzzPzG1ZhtVc8TfHQ+xKAIOsFem9I4Ax0TxYNuSyYky2WNRSLCvWfXUexnYJISGbdYgU8OlCJAcqlaIx8ewSKMFRIXs+ysTungcjhy0oPMbcDn7cyQJBjIKdscXrEzsq15eaqc3YjUCNQWP0ZD7wWAA6EQ7xHc+HxOjv2sedHvBG2Uo31h5K0fsiClMwMh4ocn0/vrv3klUDdFS7B/NJVg7i6WjszBdkTqDEos6KmMKkhCmhMOrxTN5T1o1rjrt1AJ1Cq7LQKG/vwfDK5hqFUePlQER23fH9kIiNo/Rnyj+e0/NToIwmcAsMUdRB4uUVGc9Xkp3k+RgdwCSyiCLzi0EzJ2wmZLWNoAiQ8M5xb142BN3xO4xWzE9jlsGXeTgKbyJiKzAGwIzhDnMw0vj9N2fmGW9tdAmQnAVpWDuDmA074wg0ATBVyFEqPm9YpciBGyA5NmCjGCt9TrdVHgig2XhUZ9RYF57X2Offhh5F8s3vYl0BkIBslTZrXgDZlTGUGei6vKGVJ8DGx5qqPE7mt9/axGXx/gHSsxeHTtcGYFdeLpsI3suKsGxueZcuTd2GpTtKwG+rbLWQUafsZjljCxy4dcthBTB2VZRfTNQRwNj9U5JZ7Aiw4wnjYWGPYsF4oe7QLm5aLxsfSmjhwOwsmfOuUaZdiM0CnPvtZpyArt11t8o1mLvmVq43xwHQ1vEprItsFNzH+rCDFCIbn0kbwMMLxksWv7UzBvTwbRhbxs+ZWbErdg3hNL+Nj3/7RIjAvfwWkAcqsxH0HWnS7l0ZT6FBnrRqh8qACTd6vqofGSOeogpkEDVr4sysLJ5Tqng3PoB+59rXDxU4Gc8H6mp3eN7uUED1bICtKqQjlMgjV72r8eQ56/oBiO2Mut8CoHNnEvHeVV4U3in6uCIA8wLjOnahcAAvg/tRwm5UYj7MhdOWTKPtKYcNwNhRcnOPk/FQAJjYfeXPAmCODNkq92ir1zzUz7LIgQnP1xxAPByZKp4J2KgEIO/SoAkvYPfMQF7nqeYF67gSPDlzKcc8unNeCaHBDvwAvMJa1fxXELE7VBEwjHpUWyElL7Iz5bABGEg5Yt/xCZ6C/2+BrCOEtHhgaqnixqNC6jwXQhSdokPM7HaNflPFju10jD1wOpIlKTShACEpbutRIizDrY2fMBogv+MREDfHIRhJnXb8wlR+x8VepZt6BkZAldnRxWx3yfMgDFbFx8WQpXQiyEaxKoZECEYMegyZjO9gTguFZb5CnADudzkkQjHbsQp5VKmi1oTQVGXorC/vJ2W2E3yYrn6G9aS9E+/VVWSN3XoVvggRDpgj285lKM0RJBnhOdLsnLHbLZkuWz3V/kABOK5JBxKRzLsKyN0cjHc5HKchL7L3GBxqT9VhAzAUCJQ/fhAyKeEocIYYOMZf43j3TOIdi5pB9ki8+7s418WBYRjmiEu5OugojGpVAdTi1j9V5UvxdVlbFdmRMWWgkOpGYVBluuBiIIxmxczwMNBi5OPzehZhhSDyjoadEkGuBAj0q93W+DtuYIW3/E7MGmjwG++MWIsQGkRW2TSeAU9jJLniEYj7411kYqzYu/cBTF1vPA7ANQFefBqcmLHSK/KqcCYOjn7Be1HwbPTSATFc3FH1dnweGUcMJnAyPqs5jHujP8b74Zy4vu86xmA8msD3tCFmKtaG8BickyDDWit4Aje5yU32OmYA5wPXxfOYf0Gk9fE7gEqRMWEFn7iu5+Dax3uIoxiEaNwbcdcYK16HZwOQ6SN9FQXj8KTMzbHaM+BoLJBEZbnlHbJQkdCI+YD0Oc4/c8U9hQw8UwWSgEv9VHlbAUB9wMtQifkDCFfrnlfYWHeZUQr/deEeOgpw7UCOd+oMsfmDZ1SJuQ7gVgZCPwC3VbaL5zVnu02GcBjQWwEOusQ6rzw4gKXxrLgontE66HScudIRW+kjbRXhmHfdnOuywHipOo4Le+B5unERbqyOaCGeZW6DN9cGYHclAmxmOuIw+4FL1gkeYEfilRDR1fd5y1ve0mac6hsbwA58mpv4qlUY1NjQD5WwV2N28a4i8Y4yhpAIxcjjwnAjW1K8PjmNWhgpdvtxTs7+yroATJzhU4lYazfBTHbvUSmqSGOrnlWM24JAks1CYQIVOa7MwDDUiNSIqCPoM+koKJkojMRYMRaAlEmArAhwBEnVO/NKIK46q4ex5U0YFYx7McoMJ6PtXQAYHjOl7xlM5Ey/Naa4EYjCjGOAG2AAEIqUZR4U19QmxOj7BKHUYmYgGXnAljKnVCxC3wOwGEnZQDwUYbQCVDFyAYIYJu+IvIwwqVy6vzNovBjGzD3dA7hzXfcFqnkRFBUDLgJo+A1+iEw71/Ze3huY0ObZTzrppIlg6PvAug++A2Ku8cFxsG4iK8q5Sgi9wJu+jlRuH1kYPDGyBbQZvwAwgJ3n492kiLSN4A2Y4v3R1+bMSMIFcINczfhQZgBCPJP/ercAE+YjUBO/R7y07sMY8m7pvxHQZRK58YusNQAnczyQjgOY5nAGQB/v7Z2zUYvsJ32Qj+1g7OOZqzNuzAXtY/Zk3oAhCVdGgmHxvFWdHxsQv62yDG3ytAHz2QvBuGqzHisQgwRtjlbeOTrBbxmt3Ec2Q0HuzrqKbtMmey57yMwN69Aar6pQA45B6s7gKPoeObjyltIB5mXllQPCrK0uO4c+y2fFhbjX3LlE1ZiE0CEdYDXPK8Ix0adzhffo4M7bYb535yR96UtfmvWYduc2EV74rdSKYlfozCMOwEQhu6jTQbHkycDQMpKMhV0t5bsUsju00u0wTFyAqlLWFIodUdXv2izQnMkRYSTGvbomrwtQUi1sitOOv9q9abMT7eaAeyGUVoubUerKjOsXyjx7zMzh7vgBhllbRbrUZodaudgpe+9QKQoK3e+qjBvPKGQHKFk3kdWlj4EVnipenMgCMi5Aks2FwxAZDaAxQr3GgBECnAAx4I+XJsA8gwqM8hwxkICNdR9GW4jPLpA3CBDmAWSY47yoGC+gVGaV57LrHpUnYxyeMZuZbCR4nrQDoDxG43wxzgHKgJs8txlW7XbHeSeqn3mU8DSqsQU4ecW68JTdOGBXiT6V1l8ZkPD6VTtyGxfPC3RmMWYBbjKBNUr6AxqZyOsZgBDetYrrYmz1fZWybF4BTF0YKTYivpcFAObRrIrgWVM8seM8qZ6rM/o4l3OGfe7AxrmwyVxdm0V2GYA5HLIAmEUWOXA5lEoaqOh2ezxgSP4AU/VMQj+8SUIuleEBboCTagcLXEnh7QArA9iFITbb3RLlBbpwBO9ZFzKYO5kY2OSlqwRo5AWtUr4BfZvCKtRjk8BTV42B8KJNZ1VXhmirvMTE9dyzq43C29NV8BVeq94jP1sn3fMusr1lATALgFmr8ZrL2rAD7H7LXVkpFdezs+sOgbTjrAjHxpfyq7hRds7dAYl2y7woVWFBu7KurD9D1pVap0i7WL37da5jBpdLuiNU8zR0Ro5nZW4XuRln7EAAyma/3cxjejCNS/bW5PvM1Y8Scl3nOUpza2WOkDynuzogR1SA7lz7wvYdUNtqNeHNyhh4R8UNu+ed4w0ucmTKaQuAWR+A6Y4lJ4xJ53qcY9P7XVemm/HqFB0j3R3PHvyTSgAFHIzKyHA7CyVUxEO7UYWq8u7Ps+MHcP8LTYwKzf/H8fE77uswuMADV7/QAj6E+hSAA0Xn3naDwhF4DUHSjXODojAcHgYuj+w3fWE3jByMQIuQyx0OxLgeQ6U/4pr4MWLnsmXsSLnsFR0zb1wfwAGcKFihGHwV11TWn5EAnLTzDMTvVMvU5reehcvc7p973fsL6+BCMSK4Q3bZdst4HwAcT4Lf+60wiet6Vn/Dt0Fs5d73X3wXnA3hFrwDxinc5frIzlboFXhSwHAEUN5JGEm/aBdiGUMgrhdlDcy/7AlwfdwYY5t3yOa5sIBwQgWuGErhIzVfKqMZRN8OAOEedW36oDtmwLzWXhlSfxOi6tauNd8ZYO8756GZy3zarPbRVkrs+013T21zGwxgaw5UzZWr734XmaFzgHUOQO6W7LD9kTn7wQvZHR/x9WId7q/Nok+6PrZmuoxAv1lXsb8FwKwJwBhQBqkTxrhSoHYw0ourLCQGFgm0UvZ2+wyuQlpZGDGxZaBhFEYJ18D7V8cvMPZRbn/cjVk4jAMCoLaxQBTFH5U2x6MECEM8VlhlVIOTYuEg8I7p9ECDd2VAfXfMJmLQgRjkuihp7yNmj9vA0DLMcRRC3A8fA3FWmCCe38c1ZPXgfSDzIY+PGUpi+sBDEHfjg1isdL+jGICnsc3ftHumICDHBxjxN98Zn9+HG10pe38fM5eCEOs32n1vrIgbhFdt3tV9x7bIijLWuCdAW/x9vI7nwiUwX8ZMK/9FIgZajAuCt7/hHsQ8iQwHgMO8MJ6eF6fE3A0x3rKigm+SjxIQZhiPlqiy64BA74NTkwXwimMlqkJ41oPnqrxkuCraqroieEae17NXGw2hHvyfykjgkuhHoaJKEJdVFa6yPAA9GWBV+EVf4iFZL9UzGWvjUhk1nBv8mqroHN4MwmyV9Wg8jHvlLQw+ShcKoh/wGStwRK90fB66EVC3fivjrcSCEFVVkE7YkR7pvKLAfUfGpSfniuAhWHc8QBuXruo6MGvD0YmEiDn70R0+610qEjmxiVXIsQMaXQ0eYiPSlUTwrF0lY2DWJmodsgCYXRZCmnPXV+5dC4/HIYdXKGAGgndD1st4vAFFzNPA2FsMFMp4fzssXhC1VxAhx2fy/4U6THbem+xN4vHxLLJoxt0AcMUrAVwAReN4RVhJZgRANipxio7S8pwA0thmwfKq+F02gkHcjRoxoxGMGi8WO/LfKJQKJYxkOh5k6XrhoZGx4wyZsc27UjyIhjw3WdEh4Eo1ZqhGoGkHTQnqL8p9VJZBFubFkModRFxhBe/lGQE6819atnFhyDyjv4+p4rxOyMNAt/4az4ICFDyfNu/CcyQtfwRO0l/NL33u+uMxBUBX8BP8njcKaBzBZd4ZUqRxDZ61cTNgzCN9HDAbU7vHaq+R7TIaH0YewNMG0I5hC88eABaIyWNvTsYzIevm3SpPmTbzJodAjal+5O2rvBcMsz6vwjrmUngDK4+FNnMurzV97V31UVWYzobIOFS8E2AUmJWNl0ETz6Z7Inln0CSEp818zEemeB7A0qZjXB/jBsg9u+MW4ry3LhRnU9KlqQN43ZlG+nAuDVi2YCfAX5UxNerKTjpe0yL/IwuA2WUA5kgQC79zn86V9d+sbSvl++dc95uV9d8Kj8D95rgSc7/tythHyCTvIl0LcODBi52iewNGwAzQiAwL6EZ4EqBiaBggHgHgQcglDCSAJ8QlBOYD7Ph+uJgBEWDI74FL4U1to8F3D4aO58Bvc1/yHAAYQF3e/TJGvAOAAqCZ+1LIkz6QAZW9KIB6pJxXdWC8J08SwF/Npcte9rITOK3Gz3vy5HVEU8C8yswh7gdUVvcE9KosI8LLARBUZfv1E29RxZHhdQEaq4wfY4MkzctUPY/396xV6Mp19XsXipCa3xXGdC/zYW7+m6ed4JbNHSUwVzBxKaB3+GQBMAuAWeQ7sqQ77gwBcroYP8PLu9e122ULx1Q8MiCJp6LyRvi+NuCqM1jCkl2BNjvtuXohAGLnHdgsnABMdc/EMHecB0Cy8x4AUp13gOek49XwOHRAOWoozXkc5tbgHMAACufIxWQ5z2j3yQJgjiAAM7frnyPH2al1i5/S6TJfhKaqGG8QbBFlK4VFCdpFZwUaYRihqfHQNn+30xYisVMdM0nsyHgKxLC5tMcd2hh+sXsbjQAFzV0vZIWXMIrvCaMJCYwnY4d4FtVGubPzTtNOzs7fTjS/OwMm5IY0nYV3xE6ZKzsbK/8WFrKzrfgKUVSxMx7a9VFnPPTZXAZTF+MPmauvweh0BR9jHOYyg+ZIsVVbzGNGNr+v8BlDGKGubDw78jxxrS5UEO1z6+9wgOcldXiRMyNz63gzHdEV7DtQWQDMGo8SyIZvFIaoinFSoF21SKRVfIaqVgSXvjh5JgiaWIi9DHtFdgQ+pC5yCWeQwtjijiC7ZvKgZ/cOsmbGXZzrMd5RkApoCDHBGWcuZm1c5kEe9E5i+LgY2rjiw03PQEZV5pGT4beeb+Rb+J1YuL5CohZKGLkUioEJBSiXPxJXFUEUGvBO3NgjAVZxMlVFcWjsssey/7gieCkIp6r2cteP98PF0BeyfHAfuOy1eRf/1oZrEH3i4/+rAqvqNKItonKQmPEyACO/QRY15tEvSL3IkXg0fqd4Hb6Hd9bu+bwf4qbzm4y373hvHx4CIAhBMIARnod74ggAlYBecDSEdpBWHU+gNghQNpIHAYjg7QCd+cwo3CRcCM8s8yobeEYd+c94VqEVz4FMW4VzrCM8DR6TChwAnsBiZcStF88KgGehJ4D9CphHaA3vqAL8sq0UuetAF8JnR5JkPAC5LtVfmK/bhPAoVcCWCANV7zkC227zYo1V5QyIzUTnUdIHXakAfUOHdWFSHq6usi2d1HmbbADM185zRP/QJ90p49qrtjixvSPxep9uXPxmDoB3G0NiHXf9INTYHWb81re+tdwgEetP4chOhCo7L5jNUcVbiv7De1uHLABmTQDGZOjcyaSr5wFwWGhdCif3bZdSSnlWu+EggeYYOuXjGABGQobDeF0LllFhROM4hxBghhEEehAwx2wNnAlprwwXwz9WFmWEeB8YSJkuYuzhobC7pSwx+hl1QGRE/BQT4izDDgSEO54BovBck5FHhAxAJcNJyABYcT2GXBtgJgzBoDCOyKqIuow9pYzPgYgYWTAAARIqD0gQiRleba4tZOE+vDJOOw8QxvD7O4XBWDL2slu04UNQCPrO9YCtAE3uxzulL/TfWPJfqXT3iGMeEHEji8k78gq5H1CQM5iAMCAW+ANaR7Dlt3EWmWflffL9aAdUpYd7VkRMgExfR7v+8Fv9E0Rc2VDRLpslUvWNufsHSRhRFEDNYR/vGL+PA1zH+a7vtQFy2ZCaK5G1lT1PjHk8O2A2rkPGOjLl9OFoSLU5tgTAdc8MuBBajTlibJU2GllfxiwDMu9jo4DAmivfEmPqt9UpzryS2qzXSm+4JvJxlWl0hzvcYQL5VVl/BtJ1uwJ8AGL1PHFkAt2RPZAMvg2HtVoBJ4DZb7uMFrrIRqLyZgGe+r7a4NFt5kLHg6FzhAgrMafpgkr0tw1H1beEvuk8n+bh3EniNhed8Fp2fB82oDsv6rTTTpv1aI56fifIAmCOoBDSuqTbfVjcHZM+arh0i1AtA59KuOqrdFLXkv1UGQ+/yWXjx3vxHFTK3y6/SnuNzKGqPD/x3gBR3n25P4DEm5EBrH8jrla8hCj5j2RaGYWo5TPu4AE1QCQOWowzqxgmuyWgQPiMQaCEg5SJG8HrA0gBfQivAAgj4L2kpwN+lLr0aUYDICeeDciREQXUAKmALABI7FaBMtcFkNTh4aHJO3LGyLqU1cPblPsrMomAN0BvTCn13gHegDLeknFs45wkhlul2hG4Mxoj6BqzkFwn2tx/fB5AOsCp93Yu2SieKbxvvKEZrDE42nhtq3mobID+qjYvagkhJlecFeMBKHbGMB/fMooxBWYrMY+Bv+pZefGAtSqkwDMAUFXE4QBU3rUCKPrbe3Y1ZrxjPql+FHOhAxrOp7LxqsTmymajk646MDFec6HHzcKSi8zLAmAWALPIIpvKXAbXwS4ixvA5cFKGUWWwGXvgwi69ymYRZhW6i4KG+dq8WUBMdsH7LpAAFAFc+X2duRbAh2dtbAewtAkvItzm+0YGk/eqQDTDDjR2fex5u7ofwFS3ywf0A7hWAsB2IaIupEI8Z3fGGa9C9x76oQubuF53jhTx/pWnKASI78jbpKssTIzZnA1YgMb2lAXALABmrTK3uO2ounZ/75QGY9nFh/2u4ktEiK1yn/KS2MVW3qCoP1MZStfkBq88PlH2v+IIxLN0YcK5KqabZVrMpVjvFuFNmzsOQKptN68YyI5nwsDhOFUps8aYJ4PHIo+POYIL1RWhI7hDcUp6JTw9cyBwjivReUCjP+bW4NxvjyRZMpQ2ZkHaZpWi/fZQbXBGWQDMmgDMZobozBacC7Fr7IxYd5RAhC0qsiPBB7Frqp7JjlVBtkoxM8L4FEIOWRgJPImxmBsxycXUKXtu5mxwKXI8DhVUR2BAESM326XiVoyx9zilmfER0oiKwwydOiWKikWlWORC37czFXIJMq9wCBDjfe08GRscE+ERvBM7ZLs/zytOLEzi74ya0BRvASAkNOM5uMmFXqLWCQPknngdOBYIvHbNeFJCUYAQDgV+AJe+vhVWCT4E7hPXOq6P++gbcfAIYxh37nO1MswP/RhGz87V83p+Y+zfo3sfMc84uoa5N2YMGC9hMu/vt/koC3OHB4DY/Wbj71mNld9WIUHf5+3oyKCyzfxubre/2WnA+9s27t5zm3EbT1AelbVxHENgWZEHYNV33fPo060C1+3oAdhKTaVom2vfju+6VYmQ7Fbsx1xpfmuqs2enn35668nDbZurlUNndxskm7yO8xlHhqxDFgCzJgDDeCLGVoKQGkq/AihVCXPCsCiHXWUUUJB2eZkUFmX/cQ1GQm20IcMi1OIMjJPT4kJkldmif8ZUV+/GmEbZ/ygfH88PZARBU5ZICAPOcAePAGk1yGYWHcMfPAGfyMai+FVMHauzRoYXMMLwAzzRBlh4/iiFPhJZZT4BHEDNeJSAsACQAwAALmP2Eh6GPhJCAC5kLI3XBFaAKtlBY4VZpEHfxY2IM5DGjz5Cjh2POxg/iKY4JEEK9hn7x73wMhCmYyzGPsJfEHoIwiriabyXd7T7lh3k+TyL+wBzQJu5QSHFvRE24zl5lswVvADXk8GEx+LZxrkLlHlvoAxoE54ZhfLGvcGR8dz5aA1zSf9pr/gJAIU5hFSbBSAyp4SS8noBqhgIJN3MXwhwZu6bCyGuFUYFWEVozsocCd29gOHKCwh8+l219gFdcxgRtxKbAeTf6vgRawi5mHepAnPGCbitAKRdNf5HlwJufnQkXs/cGTxj455VBo71Z85WZFv9q486Y0hHyGipDKlNjPBhdeYbz6u2irNmzGWlqU5deaQcH0HfVH2vv2UCdoXu6N6ONGtT0J0UblPR2Q9CH3ZneeG2dcdVnHLKKRNHqQM33VELxJh0AMazdHWD9G/n9TxQWQDMERRC6uo+UMwQfbXzscOnECrlRzlB3lVcGrBgXCuWvcku5kwpV0cJ8IRoy0Rd3+XNsAB5VvI78DpIf6WIRrHjoGhl84zeojhKAChBWB2Vv8XsXhQbhTo+p+/xjDByshfGkugMgnRYCg9RNfrc9RA7eaRkOwBW0d+eT38AG4wYIiNFwTNDAQaBExABzpCf9RMgwRC4TwAXxpOyQNzN5y8xVN6Xpw4XIY4RiA/jwJMADI/nIAUZlneJV4cik0U1Ain3c994Jx6sEUypwzMaScpuBJ08QHk8peBHO2A0Kk9esiDNAlaZNOu3DD4AnY26azE6gFrejWpjtPV1VubGHJDzu0zqND/0N7AGGOV7+ndkZcn+ykaWsY9sr8c97nEbWeJ8sQrIyTqJNPlKzCfgtfNUMZSdZ0N/dAf8ATYdgEEaN5+q6zLasomqNGBzrDvagAD0SNuV4CXph4rgT+doQ9quBNBGTK/EWrHZ6cIgNkNd/8nG69KdFzlwWQDMEQRgFulj3ZsdMzAXpuh2JX7XtQF/XVvnVgaChCsqoqJnt/sHukagCugAWHZkcSaQ5wIwGSZGmqeL8o8zrXgIARlA0q7ejo6XzTPb7UtR5t0B4BhNKdCxS9dPdsgAj/owdorA3HhAKbDMgAEevgO8AHBjVo+wknUJpEi5zim3as5oB7TyDjfSf314A3NKKWOuDZAcgQQDFaFG3pJc8wJYjMynXKtJ5ljc0/fyZgH4Ca9axYWJOkDAU3WQK0+UtkqML4DbhZ6Bx64uCJkLVczVIjF/u0xBm4iOU2HDMGZ3jQIYjkUqsyg30AEJgF7GWiX6EGDvwic8X11Ksz6wudgKP2nuFPFFDlwWALMAmEUWOaQi1j5XNh7A4RFjUCqXPg+Rmjqdaz5SsIXV8gF9QF4ADeBq5JbwnEWbVOcRSAJFEYoTShwNIfAYhzwyoBU/gecNGOMBy8IbxYuVvYohQMIYzqoAzFw1ZGGDQ80d2YzHt5UDDPXz3JlEdLgx3Mqhi8D9HEl1rsrskSBnbDJ/Dhc3aQEwC4DZs5uaS5nsFJLdULcDsYON+iBdXZbK62HnJu5cKTMKjCLCQ8jC22BnzEOQf+NedllRTG18N14NoSccltFguj9j6O+5FLbv8VAI7+RzavQjI20XyoNR7Xh5MPIpybFjY8i6st2eo0slNRZV/D9k7qwd7zNXWn6d2U153m2WabVZexT3w0nJIjxjvQtj5Pv6XYRwchsPFJ6YkEBuEyrlIemq/hLcta6curnOE9b91tjsJvLqdiUPH+ny8pe/vE1Dp1vowk60zXmwl6MEdhCAMWBiuB1xyW6J8et2J13RJC58MemqXLaJJ3unKhBlxyoenc/t8ZwKuCFBit1n1yyuA/e/4lEq1I6/45IW+xXXx38YnwMx2E7UDthudQQtY2VcnIHgRQg96DPPyVAghEZVSAAJKBGjDhKrdw2DH/wWpFlteCmu515jNdngHwhHGBvhhfFYAO8iS4lxQ3oeybSqigIrDBhAE+RmHxwUnBY7YaBlrHCLRIq/gCzqHXAook0Wln5yT7twIZngreBoCEVwXetvyiU4IWp3cMP7N5DoXYUlcEp4FYR8gLWoewEwMaDCOsARfhGCc4hdq+JrwkDIl+MRGMCfa+ovhlq4aCQPApL+Lkxj3o4l9v1WWX3gx7zM1XQJL4u5BVhmkATIIry6Zldd1XwbuSr+Zswj48c6G42akFMUdfO+AdqECRCRQ9EKrwX3wxwz9hFOASjGjD5zAicngJX+HEOOcU4SYGRO52JqFL8+sG46nWF8I4ssS/C/Oh3m7zxGVRjUmjd2XahDWwcYXbcLIekj96yuqx+RnKt30WZ9dvcEwjsPjrBod13jzPtWefTihHVjVIWn6F3rswLx+tQzd/3nul0ojX7tKg6b13RAJZ4zc75C3Ms1u3nyuMc9rvUmzRF8CV3eZQsKU3Zkb8+bN44HSxYAsyYPjIXdVX2MBdHJnJvUQux2wyZXF7OmjKt0Z9fyd8Co2gkDKiZ1Bk2RuowYOnogAm0zVvgNDOe42C0SZdEZb4S8UFQWHgADAOAmIPJFCjEFDxzwWmgDfkZjqD8ZSEci2HnH+UuehUdC8TAl3gMYhMfIQrawED1l4QgDMCSMJVAkswN48SwMu52y3/KqyOiK84lwNLQLD+hHYCeygpwt4h7AlHtHqCEygZAKAcEREEUIQ+ozADNmIQUIA27cC1dkBExR8h/QwIfxbGPJfzwA4RfAAbAZibL6gPEHcMwLYCcyrlwXsJTpBoBrR6aM5wEscUuCG6If3QupGAAWPsnkSwrPsyHF/uiP/ug+2ULCJkCl71ReLmAEYVZ/x9zlNbMOjAUCtDGKcI95BMwDPMbYfeO61iMjBAiYTzgp+pAwasEb4hlDijWOeR06l4unRl9VO84AxYBzNsI2Adr0lfWY12JkgBnzylgaG/O12gWbf65bGW9rEmjudJU52lXx5QntuCE2Rvqh8qK6nvVRcV0Yde9pjlaAC9mW3qiAk/63jiqisyxK67jK8tJnshNdt+pbGwvvUuls40S3dPbDRqs7a8o7mI+VePeurL95N2cj5sJ339jE077VFPYlhHSYZAkhrVfmQg/6vGsHbLqDw+xOOpckY1OFX+IcqS67gTKxk84KzDNSxtWuxXeFKaprMqIyKirlz3jxTIxG2bXsvhFpAcaI1+sH7yPchEfBoPDARG0RnhRAB6Di3QEigFgGCRDhLWLgZS8x2DwHfuv6CKvjgZZhjDwfYDCCJunv0Tc8MEBStDGecQwB0Y9jOjmwmY0n8DSmo+ewjeuFt413KIfNhCbjt2pMjDt2AEvWCKOjn6udJIPlCIWseAE6IM45X9kLANQiH0vdzvMPAI8zqQDpnJYM+MbzAnXZGMoE0maMcgqxsYwU+o7gyvum8nAl5qg50kl1ntF4NlF3GCFg2N3TM/OKVsIbydtVARSeBe/aeRh4OnPGWghvnTGvUsIZdXOyK/tvnUizrsSasYa2cmZRd7jkIgdHFgCzAJhFjiCpACPQB3AJF8S5SkBZ/jBkwJEwHy8CIGV3KnQEZAE4vCbAEoXPKAi95Nob7sXDYbeMd8KAjqRYxiaycgAnRjsbO2Eu7eEdG4EIoBcGPxff4sEM0Ka+zJgCD7iF5wxAG4mxrh/ZS8BR9gj5dwAUXqoMvqOdVzK74fU/TxFPSBVC4jHy2zkSKs9ltwsG+Of4T3MZdptVqJ1rH2tHZUDQcbwAlxzqHoX3q+NpGEvezE6A8i7UA2RXBGsCyGYy+CgLP+nwyQJgFgCzbWXOnTmXnjjnXmU8uvg6Q1e50nkcOuUWp2hXSkxWQxcX9n3GqlN+c6W3t6vC3N/n4pmyc+/K2Du7R/imc73rcyEpnpmRmxXPAEBZ04xdziyJwxp5YDLhOcI4wlbZ04HoPdZpye+Kn8UTVZ2DFHVRhFsrAOk5vEuXzgzgdSnUY5/sFJmb2zydnceHdGnQAXw7YLRZurjw5VZKJRwp8oEPfKDVx/4+R4lYpywAZo1HCczFIrs2xtUi7UhYXLqVgTaJkAerCqAUht1kV3vB9TLZMcSuvDuADSfA7jrvtDwLl7/dea406R52+CeccMLkNs9ABFeHAUN+HQ1YEB1xDLTZdY99CUTgunD9qxUxttnV2aFyP+MCxA4uyI/ItZ5FaABQYfQYWETZ4KyoOxIGT1/oEzs6lWi5yhFmPaNdPF6K63FZ46rwXsSYeSf9wshKFVZvJcJTQY6+/vWvP42XsNZYlAv40p8AgDHVNipdzx6kQL8dj38AzIIbwNiNXKm4b/z/zKMajQb3/HhPzxGAkJLP3oVR8VfHUehLQGY0wGHAPItr5zOzhPRwq2LNjs+jPxXQE8aK5xsFJ0n4wrwer+n/K86HcF2tP54c5PCqSJo5aw6EEq/quMjSqCpoh0fCHOg8C67fnbG0yPaWzXgjXbt11FVHtj4qPU//2GxZA9V1Tz311ElHVHPJ3APgx1DwKHQfndaBS6HXam2E17Pj+hyoLABmDQAmMmA6EpZJ1FWwNAnFcruJbXJ2RF2pu1V6sWsBN0BDFkpV7NcOMCt7gAEYYIgzB8GOVAaNzJ/xKAGGCDEVVyCKhY1gAhGX6z7i/UFmZOgsIDvjcMUjzY79GS78IOMSxo37VyZQtAEH8d6AmSwrO2dtjJt+IsCL64yZSHbXeBMW5MgPETbQF9z5jNxY0t+18R/s7gGokTsiTKLNMzKcY1uEQPATGNyxui0w5b/IrRSAfguOhbL8wTFRcwQfQyjGv4VegrAsqyWOi/BbYAw48rzCO0T/I8MaL4RffQeUBbBEykXSVQjPPYx3zGsgSV8EeNSPI1EX2AY09YuQjCMHRjEf/B2g89tcPwXgQkDVb0BhCOUdoIpnApAMGTN5ZC959gAG5piwFyVsnXmf4HAA1cjlsQb8f0dUEADLnPa8scv33gG6GA3XA8aMFVJ45T1SHE8GXoCrUfQpkm93lIC1xoBURs1vgW1zt/Iy6EN8qMroIXoDZxXnRH+ZE90hlDxDxr3amSMiW1vVpsmGh4ctFwMk9Iw+QJTPmxtGnRfL2FS1dryn9jEsOF5XaKrqe89v3trkVJ4W+tq7dJ7bIL1noX9w06rMHfOMTqjazEWbm6qmjfeWFeie1XsA90KYlXzta1+b3jMXdgyxjscswvwuXaG/AOFdhpJx7MDNgcoCYJYQ0qYhGUq5Q94mbZXiGiTTahFGnRTpwxk0RZtqrhVxFimOUazS0LUhtY6AanwHwISCy96vYPxTqqPCNScYYQYypwEyJNp4AoCBEXDqD4CLwYlMljCE7iOTRBYWcEepMMK4EWNpfwbTjh5wiOqw8aHcGAH94/rB2/DBo/Bc+kL4itcg2nyPBwcBVh9QSAGKIvMJeAZqPKtrR5ssGOTiSOV1//G5cFUQjb2PdmMQKeiRgTSmX/sOsmtwVYCVsQ8BgACdgOO4a/Q9Bh2/BkCMdHHCkBhjgMe9zbGQyCYCGNX9AZpGAE0YFR4uQC3I2fFcPHOMKyA9ppqHmAdAERBbzbE4SgCJ1wagCl8BtHhEY194tigRYIzytaPKL+BZEd95nQDiysBE8b7OcAGYVfo7MZc8TyVCcMa18hYz0O5pjWexaQoeURZ9on+MeZXd5Dd+W23iGFBtHZlZCNAc7gw7gnwnXf/YWHTFCQ9UtmsY+VDLAmAWALPIfshcfDwM45kFhnZ0eecGKNpBjgUAIzTFvcsrxTi7J+PAG8CAA2d24IwK8CJkJJyEYIvUquQ/g2+n5J48OozT+GHUQ/FmTxIvTaRg8h6GQfWR2hpAgHHF9xh/G560URivaGfYhfGiD4Gn8f4A27g+hbuizfuNfQ/c+jsPVbXDBzzj2e3kx121fuaJkk5ut57H1HsE4AL0cngs0tWBmOwJAfwCRFYFwXhntMsyy6AeAVcb4FSFmbzT3FlIQrI8NJUYN6emd/MbkO64I+ZjlbIcGwbepkr0swy06rr+Zuy6cBvvYncWEnBiY1CtRfc0z7rqzdZNl41lPnb1WuY4PQvIWL8sAGYBMIsssg9HSRiGMQGSwqtCwnPGyyNMAEBFIS8fYRcAhjueoQausqGyOxcuE34QkssGAHjgMZDtlCvU+m5kKAlB8vQEUddzRG0eIEN6dRZGKsAPftLoWeQdizYAKnsAkYIjDMlVPwpvljbgCMDLxouB9GxCNl0atHBDFYoAnBSanCuzj9vVEVx5V+YIrHPZTXOEeKCg42mQKpQTMha/HAUQFFLsRAp8V14BmO1I88R1O1ABYHa1cDYjHi9y+GQBMNsMwNgJzTHeuzjjZm3rPASxK0HPOGRXeUgQZSvFYMdjl13twnyfksq1MghlKuQyVpkdr8mYUmJ5rL2DkAXDnJ/XWPCGMEB5F4ZoK7TEdZ3d+hF+YiQzaU5fMmQKb1X8AV6Brt/06VxZ7rkMju2SSTF3Fo4wE85Fdy6NHb8Qgl14Np6KnwEQgEaXwYS7IgyRQ1YjQMF3yBlS5h0elDBflenC6yJ8l0+wDuFZ6ars8qp49m58eHsq/sooI0fozKZCH44y+t27epa5Iy3myKBjiHIrR1BsJ9EP3fNGUcWuLRPU1y1zh9auWxYAsyYSLz5AZ4QYYIa2mwwMW5cWyYjm1NExnl2Rg12Tca4IgnYd4vkIlvmeXNd+Y/eXdzaeQeEzLnfhiBDX8Aw4HQwF938II48b4m/cxHgVYYQYCIoabySq0o4cBAWoAAV8Cm3hRg4OCaIn17+2IIv6nQq9+BLBp5DqGiXiEeK830gcjvoedmSIvEGm9VH7hAeCqx6RduSHcF0zzEiCIwHY/RBncUbwaxThivup/InfIfRDeDCQUO2m8ThwZSIswKCKtbsX74YQjLBDhBT0nx2obClGFI8ijKl+EGJyb14F4ZoRjFF4nsE1AMfRRe+3ARbt8N17BCDhFfBbfZf5KNGuPys3vHH1PfMig1lADTGWxwavyPwR0hgPgvQ+wmLeFbFx9EKYG2O9FgaOpyM8A8jFYSQAP+AkjuIAGEYPjD5AzkVcNk4j6ZXukIUU5HrzNh8loM/8XT9kD4Ix9E6etSI76hf6xJqrDBNjZgytpaqatvvpv+q3nh0Qr0AMEOm6Xbq75+ahqTYh+l5/V4bN9WxOqvAqfYT7VQFY72JMuuML/K471NJ76IPqWeM4ABvA7niDzhMFbHXA1LhUITa/4QlUSDGHBHkBhXrpiHyCuPHnnRRGy1we84cuw+uKJIZRTj/99MlbKQxZEauNB51Tnc9GhGPn6vPQVR2osibj6JeDLQuAWZMHxsTs3KsW0Vw9gwMpLDXHuegWvsndneJKKYihZ+Z6kG1N3Fwzw3tzqcv+sasdhTKVes1dLkNkVI7GALDjtQBURhe092Ko7I5lMY0uaM/PTW4B+11k2IwhEQuI8RLvH8dFnzCsQIaww7iDpoCBBunX5giOiP4HRlwPGTM4IACi6+oL5FegTxuSrGeljCgA4CqAFhKszDDeGMYr6pcE8OEu5/lh3EfCrNAJg0mJMfA8AuOZT8AhcqXsCYpNf0S2lP/K2Aqg67mAIs9L+QlzGDMGSJ/LUPOexgt/A5kxsrhkxLkvJe33PBSR5WFceSUAHoDVb11rNBDGxTO5BvAwZpYwVsJMxgUYHKudejYgzJjrJ0B6NMC4GQwhkjSgGZ5Jz81AWH8AHqAcXCMeG0qcgXRvISSGJMRmxDyTPm/sGZHwurmX/y9zRliNFygbNXPbs+qjKrQVFWi15/AUiarF+EzZ22ftRl2cfIAlIOC3+B/jRiPEmvG8VQE481/fG/tKkNuNW6WTAGL9W4WRjKVxr87dka6LSwQs5g2VcdEG+Jt7WcwV4b3YEIwCMHjPinxtTlpf1mYFcKzRLuRlPiBJZwDo31HVufL4mmfWTR5L72he24jkjap+9t42GBVfJw6C7UJwZ5xxxkRw7mwEkDZXz2UulX/OLnmnymN+MGQBMNsshLTbZG5iU1Bdu51b50q2ELsdkcXZxd79jrHvavAAM12KOuMWZzONgjALAFXXZJB5VDL4A24pEuAPoLMrRygFzoA+VWx9ACKgDQhgYHi18D94lNwPSGCIxywk/z/qQAAT4bEKXkh4DvQTj8xItgUKwiOhf2VmRBsQNNaIkAUWnjLKH9CL8JW1JFQT97Szy2mvlGGAPMYsp+l737h3Vta8UjxjjJlw4QiKgEvXZcw9/whWvTNQxFsGKFTjCXT5HVCaw3F29+7pnfLxEXEmjnepSKbGYuzLfO04JRvgzWGSOErAp9ohm7PaeEOr9RRAuwq/GDdt1anp3klYrMukAYLxlCoBCI1D5dEwt9yzyiQEuLV1gAFAsaGorqtftVdpwjLLXLcL8QHZQWLPwvh2IRlzqGqzQQWYFyLvemUBMAuAWWQHCsVod23HxDUOIDCwwn6UJ4DA22BHHuc1+TAsgCOyrR20VGaeIUAowpoMXdSSsXPnjZDFErtTxngETcJ3QYBknEZvEIOe64jE7lQ774Dd5hiiZEzj9zxNSKZxb+8SbXknDtRF4UHXjVBhyIknnrjnt7yKObzBmxUZSkBiJvH6zQhCRg9BpP/6VFV1ZeRoEzaoPLO8dkBZrg5M9I3fjsUb81zgPas8LOFl6c7yAfh43TrOESDZAX7v2HluI2zdCYBbeQLMDV7S7nmM+ZihNwpPnE3BXCG2Tni2uvooi2xfWQDMAmC2rcztXuaIh3MkUQa2U468D91veTs6YqjrAQf5meIAyaqKMWH0u8yHw7Vzc1/GGAekIhHywghd8ToBSCMfhUGyi8VTEUoDqCqXvJAYr4xwS27HAbHDxvHJ7mygjHEDMoQ1/H7sc+G2yATi1h89cTxl4TFSME4YI3sreKC0AxL5/CYSwIyxy2MNAGoTusscF4ZRKAZHqZu3AFNX+FI211xmDsGl6kLEvICVhyXmteJ+ncxlPm2WnTPX1vFGSHdgJelAGgGYOq8tL1WEPiuZy6Y6XDKnAzajGXS/PeOMMzalIewkWQDMGo8S6Mhvc9kijEAmAY6ircs24obvDm3jBs0pqXE/vxF3zQrHvxG+KPMcWnEdRsFuPMc3GXS8DmmyWfFGHNff7UbH3V0YfEaQERsVThTGYwQUnBp3d/oDGZQnQeVau/sQY8DQeRZF3ZDjYqzd27MzfMIGjEyEWIR59MkDH/jAafcqdBCVWeN3YuN4FtrsKL0bo881jj8htCKEg9gaQEV/U9DqquCy2AGPJ9a6tncTUvDdfJotgxKn8eaS98HRiDEYlbm2GENGNAOn0bB2Je1j3nbKcS5zgkTbOM88J09IeEPyvf076uwADgjb2VBHpU/hDkBinKvxW7tvYQIgIZ4/gwnzA0gB3nKZd94G4yUUQfIxBPhV5nRlPHi2eA3Mu67vzJEOWDP2m2UKzZ0BhAw9Ny5z6cPbTbZyPMv+bAjmwNZcdqd7dtwQHroq4YJOoq+Qzsf7Bl+P/sM1i5CfvxtDIJS30hwdi3XSCVLtzX08IGB4fN9PfOITU0akcB8SbwfWbLQ6bqbrzfUDXdO1V8eTHCxZAMwaAIxJzd2c4+QxmHZ/XYyXUJIdgAmyYTeJxiyQUUyuitzGIDGYV73qVfdZxCYd/gXDkDOqGAyuae5n/I1x0Xq3KPuPbzAuXAsvjhnw2zGLhYscsTcXQNNniI1ARhBgLWRCMQM1Y8VZsXeiD4Ufxt/Zhcfuj2ueixy5Mn4b5FagDmCJZ/WJM5YARWRAPIpoc10hBzVQxswlfAmGjxHD3Rh/E58IzwAfcT9EZcAoMgq8C/Kna7kGoOZ7kXXhmfBjfB/5F5E3yKLmjP4xLkrDu3a40/Wt/gPchAP8Vn+EwaPUhIAoPQACRwMgHI+9iKw7/JIAV8TY2v0L5fCYIElmQ8ITY/4Zsxzy0WeeF4DkhRiNuHdjOHhaZGPxDOVNgfmDyyK8lg28Z2MIghPBWPAsWbueERgez/ECZj2fNW2NAdGxXoAboNR8smYQUMeNRLwzwO55GZMsDB0wLAxSib5Hrsa5yGCEMQSmzd1sMI29cZfZmAm+kX7tmWSZZAAApDOKxqcCOeaN9u54A2NX8W5sUvC9Yh6Not+sLfOqAhWAf/c8xsu4VRW8zU/9V531Y/7agFRF7ugzZ69VRRHNN2BhnPMx3tYMgnOu4Gs8rDEhWHoiwDgAryTDSOSPjDhi/vKUBadtJECby8KjQpfa6NDR4/yQhzxkz3VxhKosJO+O/xUboCzm3dyBojayXYjTeDj+YB2yAJglhDTJnFvRDrdL6wZKOnRNGcVZMxWZFgGzui9DQTlm7wOx4CndnGIYCwVwrM58ssgBOAspK2r/ZgQYwpzGymhS5AxLdsNTOsi4gNxIZnQ9HijKlFEPBW+HzYjYYfEGRKYVj1SufIvLEcZK/H4868nHO+K+6H8KdDybKTglno9SiXOTeJiAMB61OJXbUQjaPAtA6ZlDwTHMPAsUI8UHgCB0GjPGhUHANQGmABvgNDwo5oS/A7+UNb5N7ts4GdoHUB7ngncLYIm8PIZlGJMgD+PfjGDBMyM+CzUAgMJVo7iuj3e68Y1vvMfroR/tPn143fRHDnOYj/7uY55lAdK8r2fK/A7zfRy7rG+MSYS/7Mwz0HNt7TyT2RsjRT6unTdNQF60ea8sgGzeaIQAd8E1qjwYatt0bbyQfluFZK1TbVWYLgjJNgKVmOc5e3HkGdmoZEJ4AF7XrYr2WcOMdxXqtTmzwaiMvncEjKrQsvXh3bVV/RNe4+ooFesEIKn0n/eWsVidXeW3Mg8rEHLGGWdMm1Bz70A8VdtNFgCzAJhF9lPmFndXyMlvurRFBjvcz/4/cMbQAWd2oIAPhcWTQNkDbgAJfgjjD1QCDXbQUs/jI2sH74KBHkEP704oRfySERQBIiPnxI6MMY52gCDe330jNTsAxrh+gADAJ9qr82d4EQOgMDpIrNGHlLqjDeL3jHZ46uzonfkTXJWR/MuwI/1KC4/Q3ShAJRc7Ho1sr6zIAT+eKtetjCAPWjwv0DgaHwArav/o5+yx5AEJEMmY5rkk/KTd7ryaS8jWjHeVYReAQJ9XoabsrauIzdXxBp5DX1QHBxKGsjuiwLzl1ajEu0tvr0Jm+hTgrrwoBMCrUqiJTQGvTyW8NvhJ1RqOkGH1nHNlKRY5/LIAmAXALLILBfixA+QRYUxGw2aXyyAKnwmTCT3wakTmDC8RcGF3DQRxVzNWrhFF2xgSXiIVZIU3wssEBHFXy4phjBlmAGwEC4yUMIvv8UblkKjrub9QQhweGSDBbxhyxhGYG0EXb0uAHiGeMZ7PGEeGEuOZQxCeIc4y4o3I1Y6FCwJw6bfMe0BqDvCC1zSK99UfYxG9LAAVoNbxYICrrpCY/gHYeC0r4c3owAQACDB0/AUemiozigCVlSdgf44S6A6PJNVhrCE5XJP7qCPxmr9ztbcW2ZmyAJgdBmDm2OVzHoIuQ+Fg3LcjJFNwXJqVMEa8CF0VT7vlM3uUgHfk0q0UuTb34w0YwxGenxHEseFizzwB7+Ze4tM5HMFrQknLXmHkxxAIg+ndkYdHjhBhLLiBhZ4qVzhFO3d2zVyxqbmjBPZH9IcQXkdAF67hFu92pojXANLcXBSaYfgqbwHAJUyV7+96+pmnoHL1myu8BYCVsFjUwsmHPPowytm4KrKnjddJmCGHNnF5gJPuLCPgQ5isInQKo/KSzZXIF47pzvgh5vRcITHv1NVG4vGpwjWx1oDZToQ55sZyHSGHuRDHXGLEXCbRZp6Uzd5jrn2OANxlINJHxiTPM/cRrhJeHz1m7JM5zbtK14x8Ru/mN3SfDQmuTCYHv//9799TjbuzBebPTgN5C4BZA4BhoCjMqlAWBc1tW53Xw+hR0NzpnZi4mewY4p4dCYuBFufNC1FIwe7P7jCTAwEQJEttOcWTERNGEHoYay9YBNzlQca1gx8VDO6A3bddNGMRSse7C5vgaOBb+G2AiSDxjkcJIA+GwRbXDdKwj9AIsYgp75EYbBcdnAl8gTgYMD5RSdYiD7d9tDGMRHjGsQJxcKAPwh5jgHiqP8c292DEvB8iZ4Qa7Mq5vUMZMfx22doVGOO9GHecru9dEa55THgowijqI4YXx4fXwpiM9TIoQwqMAaDo4j2JuR99wrDnHXBwnGLujkpZH/u7+3vHvCOnoP2NN6gqwqbNHKxIm+YGnoHr5nNu3M9v8VmMo/HItTzMZ0CRt8W8YeSDxOn32vQHsAj8mFP6whzGQ4gwRpzAra95ZiJtfgSUwK1niSy0EZxpdw2cEjqhyvLSpwBKtbZdy9gL61WGFPABrCoD7nkQe123qhYLLMSBmtmYuqf+tMYqrlpUG68MuPWsH6twmHvOndfjPbuQLD3UZcmZ98agEmChSqogjLaNTfWOnsWarc6iAhqs9Vxo0XshKPN6jeRVcxihmv4ThpQRGWMG1JvDccyI9iA5W8fIwKOeitR3axM4HusyCRnGhpbevNiQiEAvjZwx65KuoFPcswO6xNrvjmoQ9h5Jx7l/K17iwZAFwKzJA0P5VanHjDIOQy7uNT5Pt8sjc4dmRXGzTrodHiXXVdvUpuR1tbtzPYYWCS4DOIRXMed8/hJjJR6NiyAcMIImi1m/CEtYaOMu2fdkZ3HfA01jFlfwRAAM/IjxKIHwCvCEyL5xzzF8QEnLCqFsKIGRuxDENynRDJxxG8eBGxzxV7E2YRXfp5wtZr8JDgklxg3vPoivzjqKTCOADrCgkALYRBvAqaZKKO7gMgT4objMMX0qGyLaeCEQGgMA8jzpTxVZZTH5bZBQKWahFSRlSjIItzEugDYCKe+Ua8jqiUwXhsv7mwPGUz/wVIyi34FLmVOecTQSxgERV9E8fTUaCX3p/SlfoR19NAqwpj9cl+Ifd+28ZfoEn8W7+W2EQXgU8GgCgPq7eRXcIMbC++v/HK7wvsCwueLa8S5hiAFK/W4OZg6HHTBuDgBdlYEnskVkRmXDLiRlZ83A5IrGhAEypwDlnGlo7svwct98XID7mLfmjLHP3jtrUSFDhOdKd8ia0l6FnwBF96w8Jv5mTKuz4vSx56myNK05fctbVXnvzC/rO+sqcxnvyW9zmQnvbCxtVHKGkjE0B+iVnN3lOjKplGwYs2/0KV1kzdhICWXGeHr+OKfMmjC3R33tfkCCOkXWcCYHA782cdZo1tdAcpDPc3Xk0047bdLhnsdmNI8lAG+dG8+uMCHx7J2dNC+rc7yi/zvweKCyAJgdFkLaaTLn8rWQuuwnwKKLy/tNVzXT/TqSX3gDOpev3UVXuCt235WYOxnEEUqW0skpmHGOFEOrDygN/59rGPiiaHjhopYQhcdQUMDB0+AR8D7AYHis4hP3Y9QBo/g7xccLEiAYUA6PlmvwYIQL2bMHaTUMnFThMBzujVsRu0VANXtJALb4PT5MPuAwqvH64MKM4DyyRnzsgEfQaZcdqeoA1ZjpAjxGVhUjMoZtfA/4lTHld1XNJKA7E55D9F08kzEZjQ8gGQDUu+bfxrENDCWgMvYFECVzyhhUBkS/+y2uilBXnr92vjEOOfRovMwd7dVhmoydNqAti7mgTZ9U4j1GD2u+r2ftBPiuxJo3NtVGDOAB0qq1L4wCBFfFABHQrSlzI4NDcxRQ68JvBypzoX1zptNF5k8XfrLOutPJ9VtFQA+RJDBXU+hwnEx+ILIAmAXALLLDJFz/wA1FZ/dj9xZHCTDw5jMQxCPAkPOw8IYAWhQqwBThMQaOdyZc1q4d6dXxsdsM5ea/PEnR5joypEbhPYvDI3lBeBBGcAh4BdDguRg5K5QsMGAXygvDQIeHxb3jnCVgxK4zjDYjFN4txn5Me3dtwGJ8n8y1YCCjXe2PcUfuvnGmEI9ETuOPLCPASt+OYMw4BYgA+jKXBViLkKqdajZ4PDZ+C8BWu1zjHcCpErVT9GVVOyVSsLtTiIEJ4b1uR555YftbIK+reO03XZVe9+uuae5XpGFA0ZzfaYZ5kf2TBcAsAGZHHhfQjReF1dVe8De7t8odzuDwsHTHBYi7Cz1U12WQGP+KKBip0dWzuF5XIXWdCtf7C0swfLm+j+dykrjQldCTZx9DC54LNwdXyc62qgwNSAgDClNVXg7eJzt+fKF8f/cSlkLYrXaggA9Xt51zruLMUFvL4vkA1eh9iQwloQSepoog7vdAEYOd+1/oSbFChOz8zIwq7wnQV3kH8I2E7boS+eEF4V2rPHnuqb06pTrenVepOhwx+qw7B8hYea+OYCyFugs98x50XoJFNk9+oG8qD4y22IhksdYkFWQgay0Ic+GwdLrjW9/61rTRmTu+ZI6CsB1lATBrAjB2mx3ZzCSpYtkxEcfaFllMvq6onIl7Zs/58d5cjgiNeTF5FsbG7iyz0/3OcwpljPU2YmEiIwsr5LoMnsGuD0dEuupowClRvBK7WUXTxriz/mS0kIrF9IME7ZntlMXMhSTE3e3ao817eQaxfnwJHBDPAGzgCzA6isiF+z/SO40PLwNjGLvniC0DHn6LRxG8FFkoQBAloT8ZSb/VJq6N3xMhJZ4Qu3gf/x7DDX4fZb9dLxtaBiMIzN5jVJARUvJ3/ZqNUtynKgs+/nsuWyanZFfnrHRhwfhdp7SrNs8VxwFENkVIECBdV9iMVyXAot/gBWjzG6DI2OYwVgiDYJ4Ao94/HxVgDBmUaBvbzefIttM/2WiZm2E0KoOG98JDAiRVIrRYFaEbxXzp+p1Ho6r+G9KdwkzWFVrZqnS6j8xl0NAlVfaN8eD9w+OqxBzCMao2GlHFvKrgC8gKsY3X9ew8d4j6eF+4N3Ssv/MumWN0Fz0VHBjPjFQPXMcBq0LBNg7mszCd+ROhZTWZgkPpuvTUHe94x0kXAar049gP9DjOjutIRKiyO/f3GIe5zehmZ2ptVRYAc5ABjIFU0tpkydwHytTuFnExx4cNvh2aSRTl47OYmAheFfiJsu5Rfj8LQmcQQkeByPEk3DMThO28LCrPm0lslPmDHvSgybiPB6xR1BS2CrRRUyMkytFHkTNgIiY2BYEkGxVpxfOj/zyHRcydHS5+ACgUjLaR4KoPx+fhCbDzDjd8nLHEGHHfRwluimE8YwkQADaicBryYDyP343Vc+3AKTThgzHrKdqQ6CiX8e+x6wbYgvwX/YZgClSNxyLwIgi58BJE9lRkBTDcAZiQGcejBMwNfetIBWPjt3glIbwxsqEoVwrUPUaFLYTh/uaXuYCvkcXcEbLqComZ28IylRIEGmRmZEPgN65nDuXsOu/k7+YTYmM23vgevESMRN5xGn88An0Q4Huc+35nTKp6JNaQqsH6OIMthhDXBZjNazRAD9A7EjDd1/zgjfKpMhAZQfqJ16pKoXdfWR48ZlkAM95B/ZjPsbLZwf8A7ox93uDof8bbuOcjAbw74OOTuU8EF4X3pgp5AaV0TpfRIsyWa+kQY6zAIdJ1NpaAo1BlVSGZN8Oasf5GYaxVTQ5dNM5N/Yx8H2HW0bBb//qF10tbnJEWc0v2YgCKyIgEaJCo3SfWvvWt79xXmNTai2wi/42MIHwX8zH4an4nJGwMgF4cpTgqBflcnaOQAEBHfye0SpdFiM472qSNzxRHqWSxKavsB6HD1eDpALRxDt15sGUBMGvwwFhclHKOdUfNFJO288BQaF1lyPE6B1vmXIe8FR36pjgqt3lk8FS7ymhjVKt3ofQo5Cp1loKgMDLZURtPjMqgo0IJsdi54C38fE8Lz3MyStWOM4BXzg6LewJT+URfStP7MWbj7tc78U4JseBU2CXZOUrHtOsKRQKAAArmC/AYijY+FCjwadzszsc0Sp4o2TTe2RxkkKPNPRnEcP0LtYSypdy8yxjyotAoR2DNzlDGxRgq84w8jYwD4mt14q/3dQ8gbhQgyfsDVvppBE0IjuH5kuGUQUjwQnxyaMY7x5lTwk15bpsDAK1CfXm89Vtc1/OO3iZzXSgowGwmqBtTbQB6XvuAI68hIzSufbtsAIER8L4BOkfxfjySDA2+T/aAGW/zhbHMXBa7dH1vQ1WRcRk7zyxDKgMyYCD6ogpnAKR29JVuYJAZ/yrEZN0AwhVJ37sBBlXo0VzrTgq31oJjNIY8eTCNtb7DBcvzyDPwJJujeQPnvawFm87x/T2/9/I72XAjoDfXcHF4fukhemPUN9YOQMkLI6yXxxLgsD6thzyHXNt6tV7y3DMvbCi784pOP/30CazyxmT955noNuB57lDQ7SgLgFk4MLtODgTgbZV7MlcoqwN/FObY5t52wQCLXSYgR1EBXngUPDCMoJ2Q3Xp4bRgauyygRngJZ4Ix4tHgwRnJtupdRIl0u6YRFDHK43uMlW0ZgeyC93wMCs+YLKVxB2+X6pk9G+Oa+Rvem8F3z1wZVz9IP4178yyNJQmAjtj98l7kc5S8Y7wvgzamNDMKjLl2XsdcqynAHjApBDAaCoAmnsluefSGMCCxW9fnY9qoGiyxq86A3hwQ/gFCvHM1/wCcuG/loRFW1YYEnMGaMYnfMsRZAFZtGYCPpGb9X4n+sYOvBDDwPp10ZRvMm66eCF5UtfEzH2Q1VeRfniXrYO6st8Ml1uGcvukylCJU27Vtds8zdth5R3OyAJgFwCyyC4VixMuQokvpM9yjsmRIVXeNAl/AiO+EcrPTiwwl2S3CoiPBmQKN4lpc2tmtj48C3PhUpyDbuYZRHwvuEbtI3iAud7vcrHAZfACGly4Xb8O/ApgAl6oonN1tuNozYdZvw2uTydzeF9DyO6AxP5MQjXcRcswgIlKofXjaRh4HD160AYwV10J/BJCowLCdvvZcgycE+OT5qUoaRGp4F7Ix/mP9o1HMm+pQ1ZCqzsv+kFvP7G/mamMdaWKNVx7m0047bdoEdKUpdrv9PttqkYMqQOFZznKWM922P+1n5vuf//znV2c961lX3/3d3706xznOcaaf6fTTT1997nOfW/3AD/zAPm2f/vSnV+9973tX17rWtfa51kc+8pHVG97whtXNb37z1bnOda692rW96lWvWl3lKldZXfrSl97z9zPOOGP1zne+c/WKV7xidZGLXGT18z//89Pfv/a1r63e/va3r970pjdNn/Od73yrP/7jP159+ctfnu7v8573vGf6fOYzn1k9+9nPXp3nPOdZffzjH1+9//3vX73vfe+b/uvzC7/wC6tf/MVfnNr+9V//dXq3z372s9N/z3ve865OOumk1Xd913etvvjFL67e8pa37Lnnj//4j68e9rCH7XnWb33rW6vXvva1q+c973mrq171qqvb3OY2e72jZ3rmM585temDUU477bTV3/zN30zPcfTRR+/Tr6577LHHluPhnfXv937v966ud73r7dWm/7761a9O/f1zP/dz7Rh733Of+9xTv/zQD/1QeZ/HPvax0/id85znXN3+9rdfXepSl9rzPf3yhCc8YbrfD/7gD05zKz/Hox71qOn/a3v9618/vY9+/dKXvjTNpU984hPTM2Q59dRTV5e97GVXf/qnf1q2v/nNb1697W1vm+aNuZnv+/jHP351hzvcYXXiiSdOc2iUpzzlKau/+qu/mtqtiVGe//znr376p3969fCHP3zq27yG3PONb3zj6kpXutJebd/4xjemsdRPf/RHf7S65z3vuVd//tM//dP0X+9ubI466qh93sl4mNP/8A//sE9fkgtf+MKrH/7hH14df/zxq0rMsYtd7GLltX/qp35qdYlLXGLq/yz64IY3vOGedZbFus79lO/bSadn5vSaNuvqbGfb2xyd/exnn/77hS98YVrXlejbT33qU9O7ZjEv3vrWt66ufOUrl781ny9zmcvs03/WyymnnDKtp8tf/vL7rG9zRv/c97733Wt9WjfW8H/913+tnvSkJ62+53u+Z5on73rXu1b/8R//MX0++MEPTvrBu476y+cDH/jA6slPfvI0Z1zj3e9+9/RfH89hvtGTd7/73adn/+pXvzrd23ynJ7OYv3SY+XvNa15zH72xK2Rjl8o6PDBCAEi61UFnYrIIWRXZjBtaiupIsBx/Z8cs7pwzU4IcjORXVfi1E0dUHatChojXCgHYPeb4sDi03Tc+wRjndQ07d4RTv7M7DxF/FsYIoq46JCHQP/d+lMu2u4t74lEonIaXEDvSuKd+QTQMEpuPna7n8L7jqck+iJuEV0HMNzgePt6FqzkylKK2x8h7CBEXHtu5+eN4gvFZfPSF90M8RuILDoYPgqpQRZQSlzUQbbgjUWBMaXIhAt4HYQ4hnvG0X65wZFueALttnohx3uI76D/EVN6JcVctA0kmlufgXcm1PVwbYVuf+e8oPAo4R3bw3Ph21kjT5vA4Z3gweHyOPfbY6d3MnfCuxDUID4Z2mRVRZl+IKbvFzWv3M38rnpWx50Wpsvb0Cw/OmFqMn8NTRPCG1IkZvRLRlzwh3mMsChdt/s47M5I6o5y+uc/bZN7GOkOsxU2JIojIkLEL9h39yJuEF4FXURVLpEu8R0WejnCMMFoXcrAeqz7iuRAypFci02sUbeZSlVnl38I9cYxEFp4k7VUbjl91zAoxB7xP9Tt6D7G2Sut2Tf2cvT6uYwwQ+8cjT4j3wqUyBjheme9kfvAyClMGGdn16Hf6J3RVeL540xCXx4QCOoMYV0X/Rq4aPhXuk+vFmokP3Yj7ZH3Rr6M+4fHk1aO7nT4/XpNeom+iKri1fK6h0CUyc9Q3sh7wacb7jrWTRrGOuwrSOHwRtq7E2p07oPNAZAkhrSELieHDU8iLievYBGGoc8lviwfg4a6VNpkXsOejxACAimhKGVHO3QmwwgNdenacGdO14V10SoOBzSRKE5lrGb8hZ1t5T8oaIFFOezQg3sE7UlK5aJeMIQaLEsA1GIGGa2izcI1lzoSxwCgW4QzgcAw7eB79hjRnoec4undh8Cmb8fwgBlkYJMi1rh9pvoiunjNSsxVqY/QiPXrkpeAQMN44CCOJ10fGCuOCw6G/xjYgSN/iOPjos2gD2IBVLn7vxyBHJlWQTGVLhQAU3p3yQ9hFLowwCGOrX42VTAZK2/fDbR9g2t+if3FbxnmIO6OfXMP6MC8CSOhfoE3WVQ7bIBADct4nZyExnMaE8na/LAy6d0XezGEmv42zqijeMQTh+QDsyA7L4tkBDoA1K2wZbPrIM0eGDdABCFiz3s/zIIwS89t1zBnjZM5UmxegCcdDGu0YYoqSBealuVOFgQggXBF4gYUA04jSmXAbz6twYAUobHyQcSuirvOrPG+V9uxdZAxVB4/SQ9ZNznoyh2JTlA0pg4yEnDlCNmDeK+b92Af0KRALoCAiG7exWCJ9Yv0ZH30bekGfyfoyb2wIPGuMZ6RJ6+/IesRPCjEPrBM8K9e0GR37wHsA3QpAyrAb9Z9xZzP0KUL3GJa1CWBTrD9ZYZnk/JGPfGTSHwjFQsejrYtMJvPOM+XjFEKMf3fOFJlLPPGOHfg+UFkAzMKBWavMkVu73Vu0dXV0GOzu3A1ejIpzEdfsYvaew06/O/EXgKrSRcN7UZXvtnAph6o4GWXA8Ixp7xQgw887AsQyAp4HiPFvxpNi44Hh6YkDCUN5j2RcShi44AEb2yjdMLx+P2aa5HLzjO7oLbLrHMfT8/JQMfQMvp1oEH21eX8GltL1HMCQ3/u7naX/UpyUfTZY+idAl91nAJ4QIDWeS5+MniA7viDq+m82eJGxAqwxeOM8G7OblCwYicm8WEHU9U5jaQEgKA7NMx4jaRkABU78hkGLOW+s9QnjaKdsdzx6moKTZOxdM6cdqx3C26ifxvN4QmJ83RfYrsRzhbes+j3vZrd7Ns+i5lIW3qvRMxsCrCH/VlwM81ImTT5HSt/yngDdwNwIOHkwzD9tPHz6aNQpQAkAaz7RDRVp1veNc0e2Bx467oi2Si+4pnHN8zYE6LN2u8KYVUp89JFNXvU787jTi5ud1k3oi+6k6u0qC4BZAMwihdjFMCpATbVT3G5CoVFuvFHmsp2iHSgjC2BxF1PgFBylG7VhhKSkFTNSAJXQiGsh/NlhM/LCj8I9gNQY5omzknwH2BpFKJQx4tURxhuBjz61I+Tyt5usDj2NwymBE2Bt9HYwDIAEQq0QUybN8kzxzAAnOfTESNlt8wblMIZ7yEyyE+WizwX9eBs9k+fOdZEYowBbvKyjgQmwxZuRz+rRF0IO7pmBLk8Yj6vfVcXSEIIj3CArLQtDH2AMgKwMrR279nxYZohCjxUZOgjRXXVh86QymIe6PMQiu1sWALMAmG0pwZyvlBzFmOtERG2GOF04dloRq/d9ITqK3vcYVAX4GDvhH4rcLjZ4GtrtLs0NxlKM3HeqHRxDwQNTpTa6v9oKlStd21z10O6YATKXfnkwDAFDqy+7+kAMbxTPEnIRZoz7AkoRDpONND6PfgiOACBQVf0FBoCeymi7lrCbsF61YzbOQhTdYXcMNR5SlbkiIwcnoDpOIkJWfptDR56JJ4T7v6ozEgdPKiCYPXVxjAAvCoAYfSUcFOBD3+bxHr1BwGAVxgG84xpCHt04A0jdoatxinclvB3bKQPI+pt7nrkqvnOHzvIadR4Y3qLOa8GDWYXtPSdQmOtKxZgB6EB79kDTBzYgPDDW2CjWEVAtTJ0PEh11DZA8Z+u203jujywAZk0AxoSqeCMUkRhqTh0dXa+5gm9MQBMTWTc/a1Th5THgVs5t+CLivbgQ2bjhSdhtio+O12XA7bDwNxiE0Zi4hl2mHa4d2kgIpQjiiAHKeSSharNTt/NHPrO7jpANRcAVjPSmkq3YcsRNLXYeADHwOCAwOCdBJo6QQSj0KDLHsIwhEtcII+N5vN/YPnItGMjxAEBubNelCIEhgMbOFn9E6m0AGH3OAHlGfBfvMyojv+ftEKLQ97nMNgWGkO3d8q5ZX3Dd+y+FNBo2Y8bYIfMCHhkc8K4IW0ShxWp+Rb904h6UubAETsHIh4n6MkFIBHB4CWInrn/0YfTneFzECP7G+zMO4zu6VwAIYQH3G9tHIyWUmOd7gB7GNxu06Js4F2uUkdSbw13+HoT9DJysIWAOqToDLu8ZVVCtFQYqnjdOxbYOpEkbz/FdeL/wT7oQBTHPXUP12o5gycjibJxZ8S5zIHoOLABbXbjGO3ahWsZdKKwiFJvzOCVVCJjRd8p7ddI3z6Sw3ljPxvWMsRAYTx3gGrrcO9MrxoTeATytxTi/yPMBsgHSed+02TjRNcG104bsb8x5Ankco1quD+8nbgsPIl0ZiQ/BcTO3zTV6cWzj8YwQEzujzs+1rnWtiecTyQajLoq6Owrr4SVVXBV6BjCqvHz7QweIzeU6ZAEwawAwdll2crloVUxGCs2EyQueQaTQxlLQIQAP486Aj9kRIYwKMFGdeWKRIIna1VaTCwDhYchKhQEEfBAes7s9AI6FMVZ/DFJYlM3XD6O4jufUBxbbyDGwq1C/g/uf4h7jwBSTsETsZsf+ozj8LnakY/95HkpFuCFc/Jmoa1fuHSmqfLqucfEu+j4UvecEThiQMTNAn1CWYxG2+FAqYswyQsaMAp+4LmUaYYHw/MRRAn7LyMU7Bu8lyHOuH0rT++vDIIobR54QbbxKnjuyI6KPPIM+NEdcewybMebuQdEBLrgueZdHgSnpD9CZo5R1hB4ofcAqzpxinMdTl4EDCjtzPIyTEJf+zyRev3UdYNV8ygI0mV+AZbWRoNjxdzLgJ/gr3rOqf2LtITLrv6pyK4Dseb07UIZczRia53SM+8a8ZhAYwMgc5CVh8PRHjFUUbmOM4uwwYwP4hiHyHIih2VsiNGe9WMNdiXhgWAixEuNuvuaQGNFvxrrKtPTenpW3Kou5YFOQyf0hdIk+zH3r/YUy6Y2xWqx3jtPJfcZznQAhYCLWTBxr4vkAb3ywcf0ClDYTNmzhXYwPgBRtmWxvk6Z/bFqMb4CFAOnEuNFD44bK9yJ8yjYY09BvwoJBxtUX5n+QmH0n+s/atraCNEy32DCReKaf//mf39MH5ltsRs2f8WgXn5xcQrcCWn7nOpWwTca0K64XQGtXARjkMoWZDAaFCSHnWCvjQfEaTB1IuWd3HZSKCGgH7jomQbfbONQhpA6RmnTdOSCevSrHHhLhj+5+cy7AueMC5trmGOZ2cN1BXcazIrASC1cYoBLGUey/8gS4nzGuSl7rUzupiqgbZy3hTFTCA9SRFf22up8FyxBTktkIABwIoTwplBjjJjTBWAE/lD/Spp0XpY5LAOwxjpEWyUBTMkJbo1L0AUj1oWsGETM+Mit4NswlO6ogl0YYA2CLnapxj1CZD0M4Fo/TXxQ9UGbnKLsudtfmIsPCmLmHkBCCZuywGW3r1XtQrJ45vBf+7h5Iw5EWOq5bc1y/eSaGK88xIGA0Wnl+hqeHIeL9GNuB/dgFG4fsqg8AyijkcY+ToT2z+TJeN9LDfRgywCneSXjITpgeC++OXbwQjnF0Xc8kNKcvxjlMHwBjcURGPhQTsPesGagxPlEJuTqp2vqym9dehTOiii8DlsWcDKJzDq+4b3gDchjQfKKneZAyt0z/AZXI4mNolccDcPAc1lmMiblkTgGJ5qi5HWRlfcGDApCbf+amDUBUogVuwhvs2ub96DXivRJSpE+A69GzE+USrHsbjMyz0q9Swd13JMUT92bwge6q5IXnNp8Bi0rfeKYKSFgvvPMdMPzQhz40zasqsy5Sw7VX4dPQE13b4ZTDBmDsrLjRdYqdFhBCCY6GVIhC/j53mQ7mfuMOHQfUhGcETGqLnlGgRPdXFg7M7pO5suHr4o7MZVvlIwPG+1F+GXB7fgrc7mkMz0SWAdAU7nDGj4EDIvyNUrSLApIpSgqfi5zypnAZ1gihRXpzGF2GDECJfrDrizY7rNGoeEaGHsiIsvsjeOYh44WRxcK4jERdoR+eEcbBBiYfM0DGUBMDMnpKGJBwmzOGjP9oDLUDfACBsGrue3V8ItRYVfLVxluUja9+iQNFZQbl68ZZSDxg4ybE7+KQTl6yAAtxjIAxCPASYbgAaTYP+jBziQIMMJD6P58ibJ4z+EAxA1+J3wBU47EHWQCjKtwNGBj7yrvFyPJoZo+Q/rKh6TZZ6wozHKjoyy7kpW2OqzYXSpvbaG+mw7ZSyXgnclx2TAjJztqDxEKkhOwORuUWyD7CGQAL19jolbGghWHmDMooC4BZ5EgUSlD9Ch+G0450BHd2mKPbWahh3GkDLAEwgJXxt3af0caTNirjCC9oE/OvDu1TP0kYCiCoeCx23bwy1nrlpQPChLO69FbgqUtTtUP1bpXBwpGhWyrApW8AQKAoc4/8LvpDSCaMCDAafWxDN9bZsON3L2FNYecKePN++K3NX/ZQ2fDFPXl/Kg+rcCkP2pwE7ysLr0VVj4rwTHUcv0UW2ZVHCSifTpTMjpLg3/zmN6dS1iHKOSuJ/brXvW51jWtcY/qv0slKaYfc5CY3Wd3jHveYyjLnst7k61//+vQJURL+cIjy1UpBn9m2qv3b3/726tGPfvRUtt37K3k/yl/+5V+uPvzhD08lwX/iJ35ir3LdJ5988uod73jHVFL86le/+p5S5Up2K2GuHLuPEt1jPyt9bcx8ANwf+ZEf2eueX/nKV6Zy/Mp3R9l7z60MtpLfylf7XPe6151KXPubUu5KbRt317/2ta+9+pmf+ZlpjJTO9n3P4ugA5eYf8pCHTM/5uMc9biqj7f/7KN+tVL37KRn/sY99bHoeJbV9lHR3baLN0QT608d1x6MPHD2gzLiPcvD3vve993pPz/vyl798KtH94Ac/eK9x8R7a/vmf/3n1+7//+/uMi3Lhz3jGM1Y3utGNpr4fRUl9/aG8eTzr2Pbv//7vq+OOO26fueGe//mf/7m64hWvWM4dRyJYY57zLne5S/kda+85z3nO1IfXuc51pjkT5dqJ99GvrvG//tf/mtaZflXaX6nzuK7S6/rHeovjIh75yEdOx0QQc+1DH/rQtK5zvzjG4Jhjjtnn2cyT61//+tNRAsbZeGf52Z/92dVDH/rQfY4SIOarkvwXvOAFy3e/613vOj2PuZNFyXZl3umgLI6d+JM/+ZPV3e52t33W7t/+7d+uLnShC62e+tSnTusz2n/rt35ruo/5f+tb33p10YtedM9vvJ9576Pvzf3zn//8e9r1j3Ei1tio08iLXvSi6b/u5egD5eqz3OlOdyqPJgixrq2x7iiJPJ9DrJGupH/oK9IdQ2DOVMdEfPKTn5zK89/5znfep837P/GJT5za8tEk3uMFL3jBNAY/+ZM/uVebvrMGPe8d73jHvdbRK1/5yumoB9eMYwboRHbHUQA+9G600Vn0hL+Hbfrt3/7t6Vr0nvkzfh7wgAdMa9j/jyNP4mNNPeYxj5n0D91mvOPjqJWnP/3p0/ER7un3jg6gx31ucYtbTPMw3v3DH/7wNFd8fO8v/uIv9ppr8T0203zIujza9dVoA3aUbKxR7C7UPBAjDkFGFWfOwt2KlEbE+8T/R+HO87hdwTLx8EywPNgeGLFjxKpMfOW6F9u0A7QzHcWuDDmSq17xsCw8U/gUwmxVXQZcIK7miqjLVcmNr8ZFjjvrezs8fTBeN7KXomT+yGWJLKRgzYtZj21Cg0EyNV6jcJ+LVQePYCTxCidGNV2fkZCMo2KXGm3CISF24XbNwR3h9g73rJ0pcupI1hsrJHteLm88q9itEuESXodxjuinuJ/xRR6MYwr0La+fNpkh3PfRd/4b9zQHjPNYOnwstOa+5ndwXkayMq8A7oG+FU4VDhp3+7wV+lbf2DmPlVm5572P50baziXDkTEjdKWibCX6Spsdv917dvmbo0Ik5jAC4vhsduv4BkIlQhqqMYdXwX99P7vNrQljI3w0zpNxLvHCVGXpPSsvTK67EoIHpB8qTwtPiEq+42nTcU36RTgnp0OHh4P3Qb+H18I78FZ4fp4bxPcI7xljHBXX9O50Ex6XUKE2/B0hQHMY/28ME0X9FuRr7+B5xpAEHcNzhueBCNwVMcOfySm5IcKRFTeG8JzRZVX/mRf4FPnIkxhrocNcNyj61zX17yj6h1ctTj4fQ5neWaiTXvS+mXPHu4h2oK/iKAHPzMOI+xWEXN+JwpOeL047NwYI2+zJqEd8opquMbWm8/Ei1oLfeH7tvIZjOz3PS2h+W1NjGy4c0rwQnTk1Ev/xPekIuka/8NKNv42jBOjzqKe0GojD43g7KgIfJ45jGXWua/Ae8hrSb6PODTEWigjSzV3YS5jcc+7aEBKuiwEbJ+a6AIzJ62Xj454HG8DEwFell3EBGJHqzAkTUmZCkPWyMPAIoN2zijl3KbCUSqeo4hiCSoTnKMnqnhQx4FBVvtWGm5DPHwmlY0FTIDkmS8Eh9+IM5BopcWaOjCIGMAsulflRcaAof3wpvI2qpgMDgymfx4wrPsp7j9lW3o8RFOagUAAKC9j8itR0PIoAMLgM2ikl/Rkgzsdc0IabEUAqPoCQNt8Zz4mK05oZN4YWsS/aPCuFEuEXcwo3LNopowBqhNIW/gCIrDnGL8BHHEVg3lLk7hugwFxzb3NDWAeAZBDjdxGr10/uLyU1QE9c33WNCVCWU5DNH8q5OkrAHIo+HDOqQoxBGKBcHt0zSSDQbq3lNUNhawP6M0HTOGjD8RACGsMrQHbcM85DinRj/z/4Rvgz9NsIKqy/4N5oZ4QixdyGQBsDHmdHuVYc/4FvY/yCywIAMeg4PPpJqCkfrxHG3XWlz+b3xN1wDWOa+TVEn/vtyJnK/CXGcwzv6wd8rDDeIz/EHI+SBkCu3/mbd48MwpjbUW3XWgpOUnziuA/6NzIhxw1IbFiA28jciTCcecyg07HBWfKhT2JzR4da2ww+kGNthP4T9qPXYpwRlUc9730AJyR788cGcZx7SMmRhalfx/AqgGzz4JmBrVH/xRE1iMo5k8j7vv71r59Amb4zv8aNR5T1sKHOJ7THURU2TXS1NZ6F/tGf+qwDMJ597tTyHQ1g7DANSk7LNCk8WM4QsKgg3lgokaYW4jp+VxXBqmThwKxX5kizczylXBBsf2rsEIuo2vkRYInS7sSC7Z6XsekAoAVaAaow0Ixv5UHglaDQxlTUyJCw80XSpCAZLbwSCkx1W8pIhgPARsFQxowtQyWFklKPAltBLI0Pr9lIqPVswcMAbLKx4hXAxbBzYxCib/UzrwASKsVHMY6eEDtp/5ZdyCABZ2P2jGvhodhZ2oTk/mGUw7uFFJsr3+qXeCc72+yVjNRawIinZTSysqwChPDg5DoyAfb0XeZ5xG6e8co8GjvleCZcmJF3AvT5O+PEAGZOSngXgVuGOZ6XgQsDzjACKXSizYw+AsYBEOAzxJwI/g+givCc9ajxY/CMueyVTCilY4FV45g5PYw8kAYQ5GxK7wWEm1M50wi4AKSAN16hcUx4e8xt3zFv3NNYMOLGS5YevhZSdpRBcC/X0W4szLEgtxtThlpyB2+P3wIXGWxZWwxwzhaKNpupfKbdeG5bp4foiu5sKs/gmbujUmyiuiMB6My541Cs30i9z/LZz352n7Uwij6bs4PbsVLyYQMwOgN4UZOiqpoZJN6xqBslVZF4R0TJHU/hdqzxLAuAWWS3ih0hLxbA4mOXbccUBolHKTwGDJld9bjrG8m4akWMu3Rk12izkRg9aQzCeKhkrlvE6xHtVZVZ14ozmIAyu8txt07xAxk+ao3kLBAueUCBsayMBE8bYJWPMCBCWcCJd8gKm1HyTABXdfyBkAEPFmOYfwtw8tJVJRKAzThFPIsQE4AygpoQHjhg1ScDIgbfbtquuyr3b4PIOFdZKfrTmFag21hJT+7AvHozxqw7VHaRRXYFgLHTsKuz+4wTdX1Gl5rQEo+L3UscOe6T06gpFKjcrtWO60hMo2aoOoTM6xApmlns6Ox+KsAHyR/Kc4DsAu2YqvLym3lsPP/h3CFEfYmubaslzjtPlN/MpXZuJjwpQjvWTRV2FHZh/HwAGxuDyHThCQrwAkQIuYT7mLtaOEObzYVd8dgvdq3xWyCj2vnyGnClu1bVp46A8OnmCaOfq+WOGyMGvRsrv+3qGvEQMNDVb+knILAy3HbywgXduAj9VmHNKLhWueaNffCkgMucTaT/AFOg6VAe0Gd851KAD0QAq04H6NtuPsytI7/rjp2gj7raJzxzuSDm+JzsWpVh537mgxBj5m5FxVr8KB6l7qBHXpZ84GWItTwXfThjxsu8E+WwAZjRrV3FMMdCdnZE3NBIrHlXQBEjDeIhUKZicdulkF23aCzwKgXRc1OAdr558jKAlCDXeZUeCuQBc1VxOJNawSVHy+dnck9ENMAvK8GoOuq646nJQeIV4+b6ZqRG4RlTIMz9hDtG483lbFeOv0C5ZuWB48IA8szlqriUo+ex47S7HhciY2cHrG6Q8MHo2jW24uvc/565UjzGw73zDtm7AnIMeD6mnkcC+Lv97W8/9UM8j/EFxPQLwqqqrqMXghK2AxZK0A85LZfXwLvbyeYzbKwJRtSYcDWPfeBZjZN3NeYZfFJ6nsv35pS9+wsdccdn7wa+jHEFIBjt8f5BJDcG1i0PwAjOKHRr2biLq49AYVyzY9Ew45gVbgAu71G592PtzClyIcEKVAYQrcKQoXsqo8ZgASFzxb6Mx9yJwNUZNiG5VotxCF5MNnbmX5A+q3U9SsXTG0FSB36idH7XVpXtD+Fpqrw7JMJFo5gD1gG6gI3aCNz9f8Xr6ATrelz35pS1hdOFUxKcuuAoSj6wQcY5su79PUj4kiGEwrRZM64LcAipCeUBhzyY/ua+xgCPRBtyL3DOi2d+mhfskpBdFFD0Ad55zugQnKw4VsIH4d7z+gDOPHgRSrSpGMfUXBUew+PR5l55PN7ylrdMGw3cqmrDwqaoKNwd4yCkVVWtDunCVjEO+xsR2XEcmMMt6wIwJvyYVRViIO3yGIhRKGl8BK5zi7ESkwsw6JSORd4pDnHgMVsoT05erMrdzuhVJ/cSiiYOuMsCUHB94zpk0dcyM4CUarcLjFmsVaaCMKL+sRgrEKJ/KIMqowXBlELP8WWGjpeB4olKniH6MzKjcD7G3wDU4W3Ap4hFCqx4vlA4QiURHqC48UaiZLgPBUWAOWBoPNcp5gIgABCNxxf4xE4MmFC0zN8oQu9CqYUCM7dwGnAzXHMkvlKwlChwiyDvucf1EPPCztCYjnwfv3N9Y4V/E9VOiWcD/PS3TAcAcwRygDoFLi4P9GTQwIuijylmPI0snocBApIrwK/NvK54CvoGkKrqlTAO3kV2RRYAxLMCptVOlrEEoCtDYAwAT2XpK/DCg1MR+K13Y+pdAnThPSGaWg8+jGPwgKxV8wA4jqrWeV7HnDKenceaQTP3q/e0mbJhrI41AW7N4WozBZgz7jlbkpETtuK1w9Pyb8ZbqNK8Hec8bon5Se/k9UCvGiMZb8ZpbOO9R0mIIzfyxxzL14uPeZ0Jw9a+tY3cav6bE0KIsea9h6MDCN1gcx7kYN+jOyMUCWBYI8FHw1uKOW8d2bDRMXFfc9642EiORwEEP2vkQ/2v4WgTzzUCeyDUWEQ2lpDuKO4d3rzqOABzyPsDe5UnGaDHz6sOtTwYsgCYbRhCyumbB6PK7Gbtc+GZ7iTWAA1zYY58KN4onZufdERcYqzmvFtVmnlI5y4mFF/OxhjHpCLl8WTYaXWlv+2cESyzN0TfUHoy6cYsLjteO0CGDBgTavVb/6YIeNJC2cguAohkKo0KTDvvhzHlzRjTwSloWQqxA2bcAT7XBaoYQs8VgADwouA8h+syKJ5HO5DmN35vZ2nnFzt2O1reGEqcUqb8RsUJBFGmyL8Urt3oOLdHHgyDU/FVGHHtQinCYaMED8dHSnQGOLxI2oCNPL+9axiRfJQAwxi74MgCCvF+cU/8vrxWgRttslDy/PWM4THJWVPA/nhP/W9OeUehYf0H+AaAdi1ghxcM6B3PvxklUrF9N3uGeDsZWaA9r0WbE208hDnNOsjVxmQ8wgEgAYiAY8ARwTe8buagOWyjpG/wk3hqcW3MXZ6XAPXWk/f0Xgwr73GE0oQeXRMoZYgZeXNIvynTEQY2vK3GGVDFJYpnMe94GoA6a8FzjnozjmfgadH/WbyLPrCZqLzsAfZ5VCq9ChAGkbvSe8K39EL2vNKz5iaQlr22Z3zHW2bd67PxvvSaNe6Zre08njaYADHgVxVwNBf0g/lyOAjAC4DZhgBmkUXmQGfUawkwRjFTNHY7lK/wArc2pSVkxgAwGoy2dMj4nXg7oxFG1059VDSuF25t3wvD6pnw0+J3lPlIpOfBGGtiZA8dt3rsqv23ArJc/vF7IbjsKQFo7OQ9X86siDRjRtZ1cqiIYQGqeHay1xHos5uU2ZT5LIwcrw6QUSlzhhDI40nILnMG2bsAchksuC7Dbneew5tRURfQ4w0MPhVjBYx6x3wWFG8LABn9VxlaXh3gpNoZm18AYbVJMPayiCrPizFhJL1D5QE9kDL27mvOV2E2725Mu/Cd/rUWus3f3BEGXabQZqe2xzNvtX2uzXvMbWQPJW/xcMsCYI4AAMOr0E14SqfzvlBgXdtuO1PjSBNzgkvc7pSx5wniBYnx5qEZD4G0szMfjDtXt79x0dtJ4vIEv4BnhUcA4PE94QS7s1DIDLnQAwARNZ2yZ0uGCzc5zwCjXc1dXoZ8PlOI6+E7dd4/KbVARmUkeL+EAip9YFfsnSrDzoDyHnS8GyBD2KXaidqR805kg+i7Ctnxuox9AIAatyDwVjwgHpoYO++TuUzr4iQsssihlAXA7BIA4/k78jKQwljEDi4rXsZGvD8TO13Tzl2oIO+47ODwW7ha7fpHBet+lC5jZjeWSXd2hHgAdvQjYZNwZzJq+BH5nowuly4DxLU/3pPhVSPCDpABywobD8PvGJiDDb4i6yC7dfWDPkBYzYRH7Yy5GHaVPquf/H2sjBnC42IsjUs2wq7LDZzrpoT4u37T9wx8NWfwUox7kB9Hsi7jycNSub/d2w65m4f+HrU65sKSYv/RX941z1n/FiLr3NJ+O7eDrcJR+3Py+lxolwfMvOp+G6Cnyyyp2oxT3kD4jlBi8KNwjPJcdy8ARwhvLEPRyVazUubCAnMhae/VHYDomlU/eychouq62uiv3AYQev/qBHpjJRMISTenoGuz9oQBc7aPewhj0UP5NGn6UwID/cXTGe/ofa0LbZ4FyV7oMvOSzHUZRtYc0Jk9KdaMsLHQWMWxigrw3Tlf3/rWt2bXDf06B2z393zBQykLgFkTgDGZqyq0xORjoCuxy+OKrpQKMIB8WdVgMLmFCCpCLWHsxPSrrAJkO30wFlQLsaAQuBTpyiI2SlE6ij4vCm597m3u//wudoxBsKsMe1TytHvPIuaPb0EB5OvajeNLiJdn16/rIvG67phRFSBOvJ1hyBVfLVo7Z65/VURDKCdZCJ7De8qOCmDECPIexA6YtyFO5tX/CIFjafAgzrmme+nPCLH4/6GMPbfiYUHm07ejYQRcAA9tlNwYHhC2sCs3B4C8Mdsvxhl5msLWFyOwpFjDi2dcc98G0ARkc4n9IEzjUVC+WVzLs1O61ZwX80e47ThP+isXUxvXUlcQTIgleELdGu34UIBYBxCB5PEogXxPgKNy8Zs7DFeXzWH8GVxGz8aBMRz7a/RyWTfmWIyhPshhK88AHOOGVEdH0DF0RlU+nthAqP5chVEARKHLim9mHLV1YS1tvFwh9AODT8+Yu9ZgJDEYA/Oct04ILrgj+gYnKNYJz5h1g0fG2+Wd4qgAIA+XCuAwP3FEIvzpuooZWoM8fnTASL5HcNZ/NnF0Rxxl4mN9O7TUOOgj81RBxpGrhp9DZ9lUee8gAPsg+HpWfQmc0e3BfaMbhBBDZxhHntAgAIfOCPnKV74yrXkkcXo3ey3NG/PSM1fJGkANwGaDWIm5Rbd2QJhemcu+OxBZAMyaAAyF1CFhUp0OG1IVuwphYLpwEGPQxXO1Ve52YuJ1VSNJEOcqwQXoqlHa5VfZIwEakM26SW/Bd6m+gFbnqrcLqZQjifLjlQeGgbVAKxBnbjD4Oa1bn/o75UEZZQ8M3oYsGop33PW7P54KRUPpjYDK7lOaNKKeNgo6FD9F5d+uZ84iIDJSDDElPSpHIRSgxFzRl+MRBfgUY7YBUIJQK2sFWHXvmJ/GXaiGAsPREP4Z+SgUqfdAvKRgo0p2jL9ntSNlDDLQBXYYDH3EaGTyNcUf520hGGaJqtu+k4mvI2m2Ct0EgVV/5nlmfADB6lwxwhACrJV3JDJVzJU8t2WSxD2z51FGX3CNAsS4no2JtSKEp/9HgKMNmJIFwqjFxiZAG24REMa45w0IPWEThcuUjzXx3AC3zVDehHkm/ckQCjFm8GhzEvMz31NbhCUB/BgT92NgA7QDFQBkkJdHcjoQTlfxUIxtjD+wgGAr7DaeO4RsbP5q4wGMIzECKMjO9DEGQJCNQVwTiNMHDLu1DsQEodizmEcAkzmkzIK1Yt0itvO26Ktc18dYWm88s+GlMZbWYXjXZC/ZsMZYAAhxNAneF9sSR4zoi+jzCBmO9uLWt771nvOSAMGRlG38omq1z3hcCokMt3imbHtsyGTWAT8VL8q6BPQqL/PBkAXA7JIQ0iKHV+bIfoxOF1YBuLq0eMCwApYUP2NF6QMYjJSwDuIlQEEJU7za7Ort7ihNxtEuLAwLZYS/EsqLYh7rSzDQceYNYOOaY+jHzjB+ayc67rgRYGMny2jxHoxivcl8CqNdkTPHgnkAWvZOxP0pyFxXRN/ZkSK6VsXlXI9BZDRCjBGwHvVBMjD3Dj6MT0V+NVZhgPOhgsYCiHRPQDkbAv3nt7Ju4r68gZ7FmOXaRkAKr4LfeccM6OMsIwRuRvXM1MbaqpgvvBj6kGEcw0Seh4EH3PWTuRIAz9ph6BhqoNYHIDDPzW1hWGAAT2tcD3b1PLLmCa9KHmebAQaeRzEDWM8K4AMn2bsXWT1AflXrxnvhSuU5HQJwRnmBTmwCulo4Ufiw+r11AvhUlaABCO+bvcgh5o/1Pd7XOPCm8Wbp/+zdByTdyxhVGz/9FOdzHY6w0wJgFgCzyBEoDETUhBGS4Jqn6MO7QlnZbQaAAEbGUMMILuxUeVIiTdXOMTw+sRsdvYqUXZyA7sO1ngm34X2xs2QMKk8dLwmeQqUkeeF4xSq+C+8DT1I+F4tBisMjc/E3IRc7XzvNKrRJeAAAvip9lrfDe1aEW55R/ctbGYbAzjbCHLxb4zvqizjN3DWrd4wDICO7rOOcLLLITpYFwOwSAAMhd6Elu+aKwEv8jbu78iAwctzIXdVgRqwqac34CHdURerimPduRzh3fIHdmB1CF3ayK66eNXYfdhlVH3j3OOH2YIYPcVIYbju8uWvPtW1W92fu+IKun6Li6NxveXLUEWFUjdd4Le8FsHDH27WN4UX973fmjfGoDKdrcmUDMXbX1TvagQrVdHNBn1Ynuocgb3ZhWuCk4md4pwBkdub5sMF8cnEe87ldNwDTvQuPRfZAAZdjBthI2hRijDbhoVwh1TPwvIR3qwJNO1W6/u1I4b4/V21Yv3bzhL7pwuMAZleczdpS22kuzdrzVkUUQ3hTuvki/Nh5b6ylrm27Hsh4ILIAmDUCmBzn3p8FZ9J3Z7HYaVG+1bP6GzdzxzlBVFPuviJT+Y3dbrUgcRoYG27LLHasQgtjEa1RYWur3Pt4KIpPUcy5UJiFKwatQmh2hVqcjJ7dKndy3nkztHb+4shVJgNOg+tm169FLZ7tvtzG4yJ3D/Fb7u+x9ofvIKf5Pg4C4zcqLF6IiKX7MDrxDkI/Qhh2z3GW0Hhd4QEuc65/HoZRAAnjhE/Bc1IZf65xpMSKtxREyUrJ8YKopVF5NELJd8BzzLjIwghEiX7X5h0Z579+zdeNOc6rU8XW8/fOrPva+4z3ZCyQw81ZRQnze+jrCJXNnZTuuh3o9P5zpfnHqsZR+RQ4ifkYGTqIpHgdNgnh1h/XtXk51sBhiLsQp2vO1Q3p3iXCL5VBNEeryr/j83VGFuCvKnCTyAwKMO3eQkq4Mngf+jbmGmCtsCKuEiBsgxIgkZ4QxpOZqd16wxeKgm/arE8eMPpJm34X/rLuopquZ3F/my56WX8j2+J74YUYu7iue9MhOEe4LMbXc4/Va20G3Zvn8JhjjtlrTOP0ayFG8zTzJIMoLK2+4wC+7GUvm7hk1cbGM0rm6AAOoDeXodRtHNctC4BZ41ECXNyddEcChEekUhz+pux8V6XWrr87SoBh6kqGU/Rj1sIolDwSWHeeigXZxVwtaCz+alFQBkioFViz2BFKq2PjLWQu9S7DK85hquK1jAtQUMW1vae2Ku1UTB4oAp5G0V/4JBSd4ma5lDZDR6EJO1ThilCEUTkzFD/lN2YqhNixxc46PAUjMRto8g7RLiMmxLWBqCAv6sNRjC/wF2eujEaNggeApcbjrTBAo8hgALgYEYTdLLJV8FUA7Dwu+hCIAyyrCso4KoBePocqxPPms19CEBIRZqtdNDKlMQ1OhevjrsSZQwidMS4AAKPEq6Qf/Vt/VIbf8wKIlULXx7LkxsrLJKoaR1E6z509RNaL/mOkRlBDPDOeTBg86caRSm4OGM/IgsvrgU7oMhcZ75E8HaA9SJ9CbTkxIDKQ8I9ypeKYK3hAObvJtQH7yCgawaX1F+XwGX5EezWLxiKM8aFvxo3D+BHKNF+qtvht10bvApRxdIgPIGlzx1smHTsI55HBZK2Z197NO+CmjQUehVcBAwA9uGbjB6Bgl9ybfhnbrKnxnKix3XON8+PjH//4XoTonClonsj0ivmXRTud2ulywMq87sA525MzPw+WLABml4SQ9ke2GsaYq5syh8oji6KTudS6uTb3nMvimnPdzr3LHE8gqn1WItRWnW8T9+tqcVDSFHHFYWCAAMBcw4IyQVYU4uH1CS8DRQjUycDgJbBDDwDIGErpHBUgZRwgmQKKzAr/9e+YD5RPZDBQvu479pNdcaSPukfOSgGq455Vui7FH+12t6PXxDMEyGOssrGk+LUxFBkgEtlN2hnhPL+j0JuS7xEqpejNLWMGNAWAMX6yUDxbKHvvWq0ZgJWRZYyzROaMNOF4T9fgIQhAYEMQ4+J93Ve/aauu6dkZbAYmMrHyc3nmg1G4zrgD3kAI4AOEjN4oz+tv3pNXdtxMeSfjYC4BEng5AVKsV22AO6+scYvr2uDwcgKpNhA8YeYcjo+5I9uORwKwtgaMHY4TQrtNmWwp8wrYdL/wcLqma+k73qlo8w6Ag2dAjjYnoo2wEzxlwojhlY427wjgmVsASXgdR7HJQXT2e0Bz9K55LmNt/Xqu0J3GzubF2tNmHUbdKcDWuueZsUYAKnMoxNr/xV/8xWm+6nffGcnOntmYBaAa518OWerrvHn2PjK+9H9HarY2uwzYA5UFwBxBAGaRI1NCkVYfHgOKCwiQLmk3Geeh4BuNOzsexdFgCTnFOTQ+QnQjQAT4eFdCOXK5j+3c4Hbq7i3bJu/gKES/5VWqQoKUPYPYeQdl4VDIVSE8bTwFYSTiO0CjnTJvTIDkaBO68w7epbonA4p0nE+OjjaeOB6R8Xn0AWCSuUS+I+2cIdM/HUC2m547b2y7CMBWHfZ3MITB1QddccU542mMu82QZ547tX0uRDlX1HB/Nlqu3T0X4NJxc7SZa/vLdXnlK185zUn8wGp8bK5Uie7qHgH3KAiHqzL7AmCOAAAzR/YMb0e3GCnjzjMxV3VVeKzb9W01pXOzs0eE3jrCot06Q1GF5jzPdqwyuW6xKxXOoODz/ABe8Jd4C4R/7PjGNQLI2HkBPYp88RTkvhVmATC0V2mfeDrqW3ScErt48fxu7qrt0YVTXZM3qor3827ZdVZK186YPuAN4IkahTdMG9A27p5D9EHH7dB/cxWAs+AFBTDEXVvXDnaRRXayLADmCAAwUeyqO+zMTjmnaoZw1+KjVAfuIa8xYFWtEoqc+1+mSDZsDIP7ccVmciGXKHcxw5UznAAmrlAuYeGRDJAYJvF1RreqK8IQeN68e2aIonZKRRgV5lEEK3Nn7JDsyHkPEJPHEBMg5X68Enb1Y4iDceUyxxdBkhYfroy0fquyvEK4yrtMI+CkA57CPB1RXL/ZdXYcopAoktYJ17Xx7UCsa8XYd+++WfXOubCI9+/6xnW7jLwIl/H65B1p8AiEJeaIxQcqeEHBp8DTGavsbiepKoKvW+bmHC/B6MUzx4SSctVpYv7jE0VF23wPXDQnZGeeEzvBG2b9qqHUbd54Ns2XzGWKUBEA3FW2Nbeq2jVxf7+tjhIgwdHq5LON5yZ+u9NkATBrPEqgIkSFWDidgkYgrEABpS4+201eC7U6hj1IimK6HScFobYq9e6e3NjqhFQTXMhBbLVyd55wwgmT+7sqj46Ypt9zwS+LFoDRxvBXLnNxXrHyypviObn4q8qs3KWuWykH4IPxQljO78mQyUrQD/k9gQhEPbyHDJqAmDCIuSozJRWVNYGnEMABKRphDjkYCBqF0Q+iqHBFnrfag9SXM7y8hwwbZL0qW42HQCy7InUCt6qnMqaVWx3QpTgrgjRysXt3aaNAnHGt5pc1wtB0WTR+o61TvoB0ZQj0P1A5AjXrynggesqiy5wna0R2CKPUGW/9IwRX3ZPRnCPL8/B4JmnojN/IVQAY89k7IZ6Fmz/3gX/joQij5awVz2fM/C5nDPmdNhwTRjw/Jz1hPch4qeaCv/GOzVUUn+Ow2cTk1HDAxGaB128EKZ4VoAD0rEEZTH5PL+HGGE9rxXvYxNG7cdxGEHtxRPBhbGCi6qyPNcRLaLNlA+N343EBiKvWp/lp7Rg3ZOpop6fwpaKv9WcUbwyC/jjHrFfPLawqxDmuF3qGtxL/xSYNDymLecWD6Dkq+bvvVAqu1hJd6vmq8gLEmHfHchAh3s6zbj6s64TsBcCsCcDEoYVzLuJuEc/FtQGQLtxhMXep2ybonBt6LtY7FypiCLqdsEnbTXrPw0h0O2H8hg5s8Vh0C40RqiqvhjAQnbGjMLowFePchacYJuf1dP1DeVZKw/gj32WjbwyBUcooZz6ZF/qGUgWoxnnLswKAUZIU7Qhm1VthcEJ5juc6EYo0yuADnXmnFmXwgZ/gyIwgQZE3xiUbPAL4MBSMf/YKUdoMD5JqBXAo6khfrrxGlLJ7MzCVIONWYCOuCyiEcjWvGCR9HKXTYx3qZ0YFeBSqBEyzh8a8vdrVrjb9Nm8G8GcQqz1PzggCohhWYwpY5lCT+YxLJPsnr0PznWEznhWHwdgwsFWozRi7X5XtxyB5T2A/xNghjHoP4EC/53nC0Ardeda5zBNhyS40qH8iIy3OyYrMIsY9dIox4QmJc9V8GGEgAIcp/sZr6++eHTiX0WS+BYmbJ9SGSmo4b2qcWeSe3t/vrFFzwaYMkI2sJfMu+g/YtsFEqPacNiBBvLa+eKOtz8gEBJTpBWOYM6CAH2FH+kgINkj28QmC+Qhw4/gE98167GlPe9qes5IAvCy8OhGuzL+lL/WJZ6o2hsR6GDdieayByHXUoFkAzBEQQlrk8MpcMbq5gnObhUlct7s2oxhzGlCiZBkUoBo4otBCoVCijHWAFwp49IypNxKKE4DJ6bEUV7Tzmo1GNsrrR+pnBiFCbNEu5TmHriJll2GpwlqMvfYqC4lUmU/BzwHyRk+UDBIgAEhxTWAs7gkcAkIOCJSmWhXRwxcLsHUwQ0w8GXPZfIdDzFkbm63urLdC+oyaNtUmzXPYYITXJ0I1AETlUbRh4+lWjDFLHCXgd9WGRjvg3Xm7CS+RTU2VuWiOWV9j+QnXNJfNQeCaFzo2YtqEnYW+zVeAZiwrYGNqgyEzjBfPGh/X2dOe9rTJ+y4zStmH7N3iIQVIgSvE+ayPHJsA/HimbtMt9b0qg0Bka3VE+wOVBcAsAGaSjnxo8czFTed4Cp03gwepU2BzStHOrNsBuJ6F2nmKLK7u1GK/nYvnd9yh3SCUFaVHyeAQ5P5jEIAau1jplBmA6NNwq+Me5XBhnMptNytjYdyFUfIAEVDAS5AVp52p2jQU6Jx0dX/i/bJ4Bl6qLrMHeVgIJP+W0QmwxQuR5z4vSFeHaZFFDofEeVJnzHg/hD07ThyR8t5lIYVUPKNDUeRuATC7CMDMHSho1zIHRLgwO+Nvt9qBERVxu0wQ8fWKhBpn4VQhGc8olMF9nY2SnQtDaKdQhaa4evFRGKbq8DZGi6u0ek/GFymv2mFwE+uDKgQn7GGn1B1RcCgO0Vun4BTMZc+YN1zhmW8T3hc7O16Zav7YDfJWdKFNu9GKjH2gZFLKeu709dE7ledzcCqyR4QnbLMsuUUOn1iHeS4BqN3mRBuj3elUusnan/Mk0blCalvhAW0XQu0ZZ5yxXzrscB1RsACYNQKYOffqXBtFOBd26Ca+WPFYfTUbf/HerhaD+H53SJ3iXAo7Vc/EtS/2WjHfuW/toCuviVgxt2RFRsMHMCY4INkoRDgDJyBnRlE2cQBeRVJlMKNeSX4Xz6hNefHsojY3kOe8C3drdkWLD8u4ykbcDh3ZmIcg80Z8V2wYqZYruxIeiFz1dlQY0nY7oay7Oe1dOx6V8ElniIVFRrCqnyJ0gx+RuR0jnyPzfDy/FG7/nVPyZE6Bzq2TeK7qOwzEnJGo7on7gIQ7xxezrueeae4YAvOlA4uu2wG1CJd0gs/SGWLgsfNMepZcNXi8p3nUGS7vOfeuc/qWjprzqFW60xySNDGG7qKwHCItfSGb0NzmcbDxQoLHl9F3gIx+EtbxN98XdhH6cNI3wKr/eSuBbmFERGabsHHMfM+89x2ey4qPF7VVhCirOeg3NkzVHNTfQltd3xrLjjz97W9/uyTZj/21085QWgDMmgCMCYbQ1wlQ0B0yxtB2LjmoXwXWSiwMIKabbLwaHfjhwu92IwiJUfmxivtLVewMMJJdtRApErv3qg+0ySqoDLtnwIvoSJv+jphZcQaELOyeKaRKKJSq/DlB5kOWrPoWGLn2ta9d3lNozjzIYMN7yCqhRHMqpzbjL6PBu1Z9jrPCu5HDGDxYwh9CM1XoRWxfQTXVQivFqQQ6L1blreOlAlaripu4BNqQIbO4lnfhOavWmdi6+HyVqu+3iIVdBo4Mmy6dlcjIqEiq+kFGRgcCPav1EgK48STFuVk4B9VcsI5ktFQGhmeQUcwEfeMNOEqdrjYgCNjq0siWySJk5z2MaTb61hHSqXmSwSVAg9hqE5Gz/fCupPgK7dn0ZGG0zelq/nkGBpbxngunWd9dNiUg0h3USf+NRHGgAnfKfI9qz7F+9PVIfLXJGIns+eO6sQEKwnCQfb0TYBME3CjOiICuH/VDlOMfrylTadxU5O+MXiFjItMqyLbm0iiAMx6ZtkzuJ3Qporx1WG1CnvzkJ0+EZ2TlSoC6KvMzbIAsrmpeWwfWPTtQ2QhjxvO92WZjK7IAmF0UQtppMrcDnnOvzvFu8iF9WeYK1s21bVaKfa7K6Ny7UEpzB/x1IJf3w+4wZ/X4OyBg55nDd3aYFJxsgnyWj99Fiqc0zQzkgJuxsNropWK0ePC0+W8GOIyyNso+A1rvGKmnQlF5d+0dtTHQlQeCV0y73fWZESTIqLOS+9BuXptMlvBOxDN7Xs/CeMmiyyLbynvm5wFuKXg8mrmThOdOVZ7zaNi8dOvJ3OzmIH5CVeYg5nwFKmPMtXXzngGdC2kfLNFnxgi/ijdzJHPTE7I9kcwBCWdM6UcbGCAJCMN38g7eVZv3Mn8Zc2Pp36O3znsh71o/QO5Iwvf/bQKBKOnXvLbhsTXHABKbC8d4KOlv3seYWquy0PwdyAK+xjUI9EaWoOsCU6O+ihII2q3x7Cn+9Kc/vWet8P5kMOHf9IJPBXAQh83rKoMpSLw5szEEqbgC3wdDFgCzAJhNjfccct4qqp4DBBRf50WaOyq+U8QESOieNc646eRwlck+mKI/KXnpvLnvvTsPiB23XSiPRX7nOKBPBdtc1p/LPNI3hQZzX8ZBfDwTmdDHCGrjaarIfjwTdqxVKM088dvxwMH9FcRElYarcJD3F0KoAJNwA4BXlUjgibPD5a1cZPtJBajmNkNA69zaB2bmQit+P8c73F9+CeGpwd2qnsc1nO0k/AXMVc90/PHHT2Et67/TnUB5R5jn8akytkJ4oDuPGu/fXE2gA5EFwOwyADO3oOayacI9XomJ2y00BqZTAnacHdeHAcjpfONuQ1iheh7uWq7Qqs39hNeqsbRDYUgrjwalYIF2aYAO26vOt4k+XdcZL4dKGF4p1t17CGE4l6eaP8AK1zxuSAVAKF0GXyijApDCpfmMpFG4prvDMO2kO27WZuK63ZrnPekUrtAGYnMldv+HwuuwyCJnRr72ta+1nrQQvKAubEdyIc4sXRmDdROSFwCziwAMo16RV8eU1o6gibza1TWwK+84J5A/d2kFKAANLvrqnuLoiHAVB4FBUrhJVlGWqCvCDZsNpoXKC8CVWtUdYIR5GfRRfl7uZfwPROZsTO0gIkae78n1KzNK/2Tyr1AE7gbi3HbJKtiKzKVBAn3dri5I17na8iib1YfoQGX0/dwJ4nOy1VDikmm0fcWa7kA4ndJ5CIRX8O1GnaBQJt028qDyHAFkO45fbMQ6b5znybykUbpnJXMbpjPj1Rllu9UZ2l9ZAMyaAIyYc0eIIjJQOs8F8ltXdp3SzqW/QxhQrvjKWPqb2GqX1SLeaydcib8j81XGAr9BfLlitwMpSG/KaFeLUFvnaVF3hFsyG0/fdTYT0FCl2CKa2fHng/iCRCmOa/edjZS+A6h4aapCWd4f96EKU4mnm0OVl8ZuXlunCHkoOhK0cFkHKnkfAKrKoBprMesuPZlHpasqzBsjBt6V3zc3KwVKIeOV5CyaUKaqS3e1JvxGW+dJEbbpOBw8at06YgTMn+pdjD9w1Hl+vGsXkgS6O94SwKZvq3vqC+TSDgQB5xXB3DsC2N3RJAwhnkde9wyz9YmzlD1K+tq65DnLmYCeHeeJ57EiexMpxgjUlU4QosQPyjyMUZBiu/CKOdaluRuTrP+MobmH2J5r+5hX9PDFL37xifsxXocOpmeERukw855uQGIPvhcdhL8RNZLwY/RZkH1xvvKm0XursE3X6KMs5gd962iCai6YI/gulU71rjaM1lMl+DddJupHP/rRqV87AOQdu4xAuqjzLgY/qwNO5pp5slTi3UEAxiQZqyWemfCKXWl3lIAFWWVVkLkJom2ufc4NHwS3SuYmpt/N9evcoWPes1sQdvydQRPm6HYv3hHI6LwhFFg3JhZ+d0yD98xp0qPY3c15Cjo+kH6tjkwAbilV3q0MCsy7qDLrjKEsjD2CoNTv6l0ZLOuhyvqJ05gRCLOio5S1uW5lhClrGR0McR5XBgvPBQ8nK0nf1Qa0VrVmEH8BYcChCm8Cs1X2GACiDS8nzyXfZfC7eSSDUAZOdY5XVDTGR8jzTJhOGwOY+0C6svGssg/NAQBYIcEsQgMyoqpaTcAbPYO3lPUJ7g++A6Oexzoq0RpvQDiLsVf4UEZNZdSsa+MxF7IGcLq1Zn7P6b8RpACi5rl5AKSMR3qY60KXPM8IrGP2JoNsjGT1OBJBGBTnCagxDlGcEVhw1AAQ7ZmU8LdJjEwinKc4MsGcigM/42N+5SwjwEYbL/OoA+kBfRq/zURw88mmJco9ZJ1tfXiu8biFUU4++eTp3voq89iMOXIw3VBtcnmjeKg7EO0oAeu30q3mkfZOfx6ILABmF4WQjgSZA2HisJ37n0Gaqza5W4Ri5j2oPAv6Tt0eSriqN2INAAMUUUWWDjKuQ++yohJC0ybdtzL80sW1V2nqjKy28dydTNRVS6cC2Yi43//937+PQiYMG4Ve1eKwu3Xdqg7RnHhvYUhAJXt+AsQxArxcWRChGcrNqpousnXpNmLmfuc1s1ZsGkfdYt5JHe7S921IeGOA45EIHt4INXKANIAq1gpAZ/PJqwrg8SRF3RrPDTzxpMmmAlbHORSH3Jo/QJDsqvG+QDivDfI5gnpFQH/Ywx42zU+E3rx+gV1tvE8V0ODZAYw6zy0PVleCAteRTlmHLABmlwGYzVjxncyRvOaye6D+7p6MSucuF97oFAoD2FVg5Z7t6hhY1IxENZYMsrBTtbOz+BmyzjMTBdd2umxWvI3HsCNIU2rATafQ7Vp5JqoduZ2lNUbZV8LlzZVfzU9zwanAHfhU0r/yvhC778prQRgsu+UzO67mjxOLq/AH75UdfRXSsoaEJ3Y64XuRwyPW0FzBR15enqA5/tbNb37zyRtX6QBhUWUDurINipJKAe+EF7DTLZ69S78+UFkAzC4DMF1V10DRncI2AbudoXh1VbyMKMI2Hko2il1Id0IpQKFKbRU+sbtRjKnicDAAXJ0Vx4Xh4CK94hWvWBo8f/fbCgDJQrLLr7wH3p+Brgil+sVOq+NS7CTgM5fazq3cEW4BQIqx+71dJsPeKTgcgi5cAzDMkYA7cnns/Lr+l266lYMIAegKvNhBMyDd/Xb6kRKL7Hx50IMe1HqoAIzOuxJ6bq6e1WYk4HXpwQXArBHAzA34XBtjOKfwOj4FbwcvQzdJGfDOCDHQY4XLUYQd/La6rli4nXl15hGDr295RrIwZjgIqmhWk1vZduGIylgg1MZx89WO3D3trvNuxHtou/zlL79PyAGo0YbonI2puSFOLnSQyXPGSt8o5FQRr4FGxn2u7P/ceHZVg8ncicdz9S30fadQOpARHKrqd55z7prA5Nx8n5vrm2VvbRUYbMYJWxfgmOMBzB1RoP/mznyqQmgj6Or0Gy9otXYJgNcdnkp4BLrx8fc53tecJwoQnhv3uUyw7p42TF3Wj/7pSPZ+g7NU6T6hIllI1To0t6Qed9WI9Z0QVSfdhpHM6RIVo6t5fcZ3MrS6fjXfdyLIXgDMmgAMw8vV3Akj3CkdMdAuJx+BtSojHUZLHLJ6FxOYp6QLzVhMXa0TQMHuslIcnkfooTJQFjgPTZeGi4shLlwtOLHjzu0oLNB5k4QNHCtfeWC8HyJfBTRcS2VNxM9K8D5kZXRnl8hWqMBWEO/mdjeAWh4zik86eFXKnWcK8AOoKqCi34G0IBdWXjrx9Eopq7lyl7vcpfSIuBcCLxJlpex48ZD8qjbkXWTIKtuI21qmCG5AtZNDJFUgr3KhWyfuWbUxAgxMZaDdx7uY25X3DCm24sdExpT+z8ZS+My7aavOFwJAcBgqD6D55+yvXD7e39VMwiGqqpm6p0wXJMkM2PF8eBXptwxErFfzGUcoZ0u6Jz3intX8AzCUG5CJU4UMhaOthyqDzn2tJXOlE1yobh1auzYnlRhHXIxxjZpb+gcBlRdwfEdeXGFP/WODMnoQ6bU4SZ1XdyQOA3bqF1l/2nFO8vvbEMZmKQtPN/IvIngVsnGMg7bKBvg+QnKXHcY2eO4qPH/KKadM1X6rOkbeXZmJqnRFEHGNG72Q17f1RedKZKjsgDFjB9ZRI2kBMLsshHQkSLdzBrC6GDDj21XcNfYMz9yucLP6H3PtW61W7Fmr3R3jG/VX8rylXBlfXp8u9CILQQn1CiwAgNaD9txXUTWXt6kCiIwAZV9l3wGHkZWRr2tstAkbVuDH/RjaKiOLcXLPqihiHGFQkYNlaWhjwDKAAQC1MeAZ/OgXoU+GPc9DCp4B6TIuAMOoJ5TvydjzSDLs1RyuTlMOkCId2lhX3oc4wK87hsAc6HgP7tkd9Bhzvtu1R1n+Tg5VXST3YXTx2HL2prXCwwIs2TRGv+sTYWFAAlAACCINPc4wc/4WIAUg4oeE2JApqW++m+t5rIVLeY+BP2A2b2wAwzisltEf55i+NvfCU5zHzb8je6oqTPqk76wHqd95Lpnn2mQKyjiqzkHTjsifxy5+i9he6Tr9JUNsHWO+AJgFwEyyVWWz1YJg7jdX2r9rYxg6VzvPQldTxe6Xsauua+wpnIoT4ftz5cC3m2wGlijnrrYMUb8CwKnGzg7LTrYKKxhP66iqe0GkowI4ldeRorWb7bhUwol2eJVw7wsNVuIAOUak6hMZHjxclQcLGABCqlTUOLeJEcghzEihvvKVr7xPGy+kwxoZy2xYGCZcng5ILLI7xDw0/zuumJRqXlPf6bzLavrQcdVmS5VywIfnpvr9ve9972mdVesXCDZ3rf9K3wNrgFflzeTt8duudpn36dbvgcoCYI4gADNX1VT2SWeo7W4rZU7Ukuh4GhZKFwayW7QgK2EMLcZqEVq46jB0mUZS/SrXv2vJZuFGrhSIawr5VbVphJ248avnsbvbSUTdzcSOs+MRML5dbSNKTHGuTjkDRXOlyrmvOxCt6nLHoUGw7u5pZ9yFL4G4rk6JcFU13+OQR59x1z0qcR+elvwudtpzdY8WWWROgIq5MhB0N+/dHPftpje9aXt8izl/9atfvfUk8zxaa5VYmx1/MmRdJSwWALPLAEzlZg9hvDsS4R3veMcpztlNbu2VMOxVUaUIOdgRVJOX0Yfoq3oZRDiBO7USQIMrtRozrlXjWS02u4twg2YvDndtnOSaU8p5HrThKGQPgp2L58FdqDxD3n0nlZ+fy8ypaseMbXMeBAZ/Duh13KzN2uaIh3NexTlPVXfNKARWVTrlJu9c94tsD5kbl7nwcecRIdZ8x+0wx+ZOEJ+bu3Pzs6u0vtk7njJDyDanu7IWsX7nwoVzh+xuB/v9XatFzpR89atfXZ100klt+5/8yZ+sPve5z5VtL3jBC1ave93ryrYPfvCDq6c+9allG6B54okntm3vfve72+t+/OMfX73xjW8s2zznf/zHf6y+9KUv7dP2rW99a/WZz3xm9ba3vW2ftnOe85yrb3zjG6sXv/jF+7Sd5SxnWV3kIhdZPfvZz16dccYZ+7Rf/vKXXz3vec9bffazn92n7Sd/8idXH/rQh6b3yXKd61xnuu/3fd/3Tfce5XrXu97qHOc4x+rSl7706vTTT9+r7aY3venq7Gc/+/RMfjvKjW9849WP//iPT3339a9/fa+2G97whqtrX/vaq7vf/e5TH1V9cM1rXnP13Oc+d9XJIx7xiH2elZx66qmrZzzjGeVv3vWud63uda97rb72ta+17V/4whfKtv/v//v/Vh/+8IfLNtf7r//6r2m+ZLnABS6weuc731k+60UvetGpT7s5fctb3nJ12mmnlW2up9/NpUq05fEK+eIXv7j6yle+UrZ9+ctfntqrdyHvfe97V9/+9rf3+fvZzna21cte9rLV5z//+b3+bn1Ye3e+851XH/nIR/Zqe/nLX776u7/7u9VDH/rQaY1W9/znf/7n1fve97595lDI0572tNXHPvaxss29//3f/71ssy4f/ehHl/ekh37rt35r9YlPfGKfNmOpzXNn+e///u/VIx/5yNX97ne/8p6e84QTTijHRZ9a129/+9vbufn85z9/1ckLX/jCVk+99KUvLfWQOfTYxz529cpXvnKfNuvgt3/7t1e/+7u/W86R3//931/d/OY336f/zOX73//+0/rWH6P4rrVJl7z2ta/d57p0Ip3yxCc+sR3Pu971rqtvfvOb+7SZs3e5y132mWMhD37wg6c1Osp3fdf/M9Hm5xve8Ibyd5/5zGdWb33rW8v5Rzcay0rfkite8YqrT33qU2Xbpz/96dW5znWuUo8T1+3W7yGTjV0q6zxKoCoLHoLlP1dKu3Nvc0N3R57PyWa7wrn2OQ4M9323051r26x2wNzZGnb6XdiAq767rmJi3cGK3l/WSjcPeGE696yQS3dicngQ5vhAQjO53fPIVqhS0F0P74NHrdrh6Tfp5DJ/KhG6Q4ytQoZCK9aD9Pjqvkh+is5VNXrU2OFxq06u5cGTbq+KaH5XWVyq18rYqEijiLEItdXZOrImECKr4zVkneHsyLbJYiyRZm92s5vt4yHTJhSJyzJ6NM0fHAXeOt7DcedtvXLPy2yRQVKl+MsA8Tt9kbOmcAsQMHkW847enMS9wcvJY2Z94UUYs9w/5oZwloygfFqwOYLYqv8yb8zcUy4AL0ftkCzWnpCz7JvK+2ANyjCs0patTSnLcynE+rHSf9Y9Ym2ee57Hs+JZ5RCnOSvbTKbfcccdt08RTmRslZxxQ8KDSj/IgjSfIyw4hl4Qev0u2pC3R/HesoyCmJ51q5B7XDvPE54XVWu1VWF0Hmtt+Ft5LvhtcLR4C/Nvjz/++GmOIflnryabYh1Zv+4xeoCi+rTf0inZE4vw7H14tqsIgDVm/VZn4h2oLCGkXRZCWod0Z/KEdKGnQy2MQMczABbnCqLNFQDcaSEBmUtd9gjDpSJnV1NE2vEVrnCF0p0MWHdE3ai2y3hX1Y7jjKUKVPktMAF0VX0NrHmmqk2GEaVdhemkKwMi1VEC5nOcWZSFMtcGaGQQHaFGVUuVfh+fSfhIiInxyvWWgoMVGSYZbOAYICtL1x2v6f8jQAIaFYGSURC+OhKOyVin2HDmzZaNiboqNhJjeBTABQCEmo3zGJqx9gAPoJleBKjGsD0eolC0M6gAxwzG/M78cQ0AcwQSnlGIHBkeaMphG6AwziOrSmL82HcOqXTkQL4vmkAAshx+j+M8fGRk5Q2gtOw47qNao9a+g3DXUYV6ATALgJmEAegMtUU3nuQ6in6DzitvEiPYnYhM5oq0URyVMI7dUQIUCyPQKXMHAlY1EIgaG53HgtGaO95+JwnC3VzFXYqzI3NTkMjOlTcpUo+7TCK7df3feaIUA+xqf0g97byZdt4dj4pxUe+mKwYmg6kSgKkrja6ytPfkDclzFDAMEMf4VKmmdqIZ4Fkndvzd+VWHKuV4kfXL3GYIYAK2u+9ITqCjKg+z31zzmtecvKsVUPj0d9Ynvl5FbFdLKQ5qzfcH1qJ8QvVb3inemS7RAziaO4bgQGQBMDsQwMwRvOZQLvd2tziEDqrTfgnlysVfKVLX1H/ciFnsRuw2unty0Xcp0dztFRBhAKH5DohwrXYghutUPZGxKFWIwnjeQz2I/LzeTfGoKqNKuMSOfSdWsaxkjnDMS9Vl9VByQj3dWNtZVmGVEAquy34yj7p5PVeNGOjsspf8rnvX7AUZxXwWBsrVUH3fvATm1eepQJjU667q7SKLHIjeB1DmavacfPLJ08GnHeFYaJeXs1ovQBWA0qVJsxu5mF/eqM5lwB6ILABmjQBmbqc718YYdpNVW67WOUp33DkRK+8ObbTjVJypklvd6lZTH1WK2e+0qaOSJZB7lz6rLkaXfid1VnZTZdQUH+uOEsALiefJu30u/ygClQ0JN3BU5MxAhfEUJxfmyPwj80aRJtlLr3nNa/ZqA858Hz+my9DhXt5qls1WQ1ub/W7uOIGuDadjjtO0mQLbbrV2uvfEpagOj2Q88AC6OD+3fOdV3B/Rt3MGbC59loenG3Pzt5ubfjP3zLyu3TPpvzkwPMcJm/M4zR0B4XcdYLXOOt1n7mWPWYh34EHoBBeo4/nRKVX4kui3uaygjgO52bER3Qbj3zY5y0iYp9sMCEepqTR3z7m1v84Q/AJg1gRgKBSFrTqBhjvlwAvQucwtRITSbqKIh3cTBpDojCUSZHf+hsUtlltNcPFhpf2jUmU2aiZ+t+AACjvZSmHxbCBMVgbc/VSLrN4T+dSpx1XKr9ATUmMFfCghoKc7vVgIjReheh7Xu9rVrlYaYWOFo5EVmXemGPEhqnTxOEtlLH8+CqODtNgpLG7djijpYEYx9ErxiqvzMnTHIqjX0nlShGuEdKrxFOYxF5BJszcFmOTlQ1iuPGfWgjTOav4Bh4id1e/0uWMIKvIvcKnkvzlR9QP+S06XNibm193udrfpXcf35BG008QRYAxymMg9kIBdsyJmB9fCHKvmtfnXnRsGJCOLVt5M61rYKnNyGFB9CpjnowSI50fKrI4S8Az0Aa5GZbiQWHlXq6MseACE4ez4O13jvtV70l1Om6/AMIOPXJ5rQHnPWGfVWsKFcvyAkGD2TlhjQi5HHXXUPofHAmARTswkXgLk2mRVvC7zRqVs96z0sbWLL8Vrl8U84inp6mQJheNTVaD0yU9+8sbjH//4MuFA6NfxJdX8cy33M++rdGmlNHDRzLG8Mdf/7vvYxz625MYdqCwAZhuGkHYaaXSrpfLX0T9zO0IKqvvtXOnzOAhtTuYO4uNF6p7LPefqL2x1LlAq1flABIhTGrx6ZkCC8qxAShwlIEui8iAKsyGxVtWQI0THIOR3ohSDO1IZREZLe7UrRXDVBpRl8Tdt1fkuwUlh9PK426lq8z4j2Tk8ULI1csFEbXbrUcpdUTCAZWwHMhjSyjCpUcS7U51z5r1d14YogzhgATlThkn2KgorMExCoOOzjOKZu/o+nnlubm7mKe5Cgn4zt17mvCxdm+fUNxnIAij6G1jLFWqBV2NsPG1ARmAEcGsTcuZdHee0+WoDakyE1oVPAsx6N4DGHBBOxBkbvWPuDwxod/BuJttKQkAQN79cN/cvMOC3wpX5GAJjaQ1pB9ayB+yHfuiHputa/3k+AMjWLnCUM9aC8B7HYGSgF55tYLgKY8ku1L6V7NnNZAEw2xDAbEeZC2VA9ZUwcp172sLs3MgMb6fAoPhOGftd3inlctidUuV56eaAHcuc23YnCUXLM9P1L+XbEa+NM0PbndVjHXWH9NlVaq+qJBMEQWfIVMLbYVdeiZ1fF4YU8sSHqsCneL57VgaaJ8TuuSKLU9DeQ5pwFqnH2hiJzAljWMMI8MjlPnYujrZzn/vce5GSjZP3x1GrPFtAyk7b8GwH0WfGsgJS2oAhYLrqWwCG57MaDx5ypRo6gAYkWX8VaKQTed9RBKrNB30qXF2lQY98ROA5A7kvfelLe+afVP2cdBGHfgJteaMQqds+VYkE3vCueCixrgG9dfAEFwCzywDMnDKb4xlA1d0EYwA63o3dqh1MBQwYBwavEou1O8PGrlI6b/UudjMWcRV+831EyQ7p8xzYzVexeSmPdmFVpWLGzi6scoFa3HnHspNlTsl4166dwpUF0YFSCt0Orat9JDTVndgtLNqluQsPdGE086gLdyHqVnVKiN02d3oldvMdH0B9E+CF96sKjYSByPNIn6qvU2VxMZILQFkkAHLm2Y3CswLMV4D9ta997R4PaEXkxUcEnqs1ESnWwsOVADB0Z+eNs2kR1l+HLADmMAGYOYKbZ5lz3XbEsFD2ndjJdTsDyLrj1nDFX+Ma1yjbosx+hcxjt9oZEQumqs2ibxgC4YFKeYu9V7vYMISMQWXwhBI8jzNBcggkds/c9Lk4HKMsDs5tmxc4ACfkIva8W1KttyJ2pZud9dPxi0iXVUZctwNOc4US58DYXNvccQpzZQFwXxSorEQIg3vfPMsSLnrp+ousT+aA4Jw+nmubC3dtFl6fazuzoDV4SR0B+glPeMJUxqAqfGlTqOBjFYYlwAdOWPdM5vYc6RgHbS5b8EBkOUpgTaKE9x//8R+37U94whPa0ukvetGLVm9+85vLNiXgn/KUp5RtSkQ/5jGPKctTk9e//vVtmWlHASiHXomy1Y4aqEpJK8d+4QtfeCrtn0Xp+POd73xleW9ywQtecPXMZz5znxLURx111OoKV7jCVDa8KoF+5StfeSon/oEPfKA8ZkBZbeXc83X9Tmn/85///FP561GudKUrTUcIKIOe7+n4gWOPPXYqV57L83/P93zPVG78Oc95zuo1r3nNXm2e8dd+7demMtwveclLyrL9//iP/9iWiFfKfK7kulLw3REF3r07SsC8y6XRQ2xW3vGOd7T3fMtb3lIeJXD00UevznrWs7Zl/c3JO93pTmW5e31+oxvdqCzrH0cYdMcBWGc+Z7bNs5oj1T3Pfe5zT+tMmfksxxxzzFTmXln2LErDX+Yyl1l99KMf3afNXH3gAx84rYe8Ph2J8au/+qvTcQt5XoY861nPmo6AqMQ4O7ak6iPv+LCHPWz1/ve/f58270hHmbtZPKOjPLrjULyjowa6oyyUyqcbunn9qle9atXJv/3bv7V6ip6pjj4g1lF1nAf567/+63atPPnJT17d9773LfvPc/zsz/5sqYd8X1l/5fkredKTnjQdGdPpW0eBVLra+nRdOrezHVnfOprldre73eoP//APp+Mqsnz1q1+drkkn5fX7nve8Z/VXf/VXq6te9arle17ykpdcXf/612+PNrjBDW4wrYuq//zNMSw/+IM/uDqssrFLZV0eGKgd4WqryH2rbdvtgLS5lEjhmu73QkRdqjnPTrcr0tYdWMlLgOjYPZMskm73LeWx8175e1dMzb1wR6rwnXdHjK125UQsfY74Jp7eZY5xNVdp70R4BFmvcjULb1gPlQeLt4l3S1p9FSryd67oyuMmrMKDVRWPE34SosMDqTyPssPE0CtOilCj0FRVh8j785zJROreRfG5qh9k0chOMQZZnLqNoFmlTKtnw3v4e7/3e3t5efC2cLCQQoVVx8rW5iySs/ewS85zxXV4+apdMo6Z3wjjZg8g7xTujPIIVZEx9TvwFqqsFBwLhO6K62PeConJXqrWi/GUrVUVquR14KWaO3rD/OlSnnFHcnaT55H1g5BdFUPUB8ZEjagxldjvvIP5rkRC5rnxKuNCac+p89Z1ZCHJBszVk3GzomJznl/mVFRlrtYKT7k218/60TN6lyoUyYaZX0GkH9foN7/5zam2lvUg1DTOMW1Iv9bZ9a53vX2eB59G/7gvfZTTsYU9rQelL3Ifen5HWdAL3Un2ByJLCGmXcWCOZKFU5sZxrlZBV+BpNwoeR1c3hCG9973vXbq3AQjnGXWcH0RbmTQVIJDNY51xN1ei/DkiYSWIwVJOK9AkzEh5VmnUyLiUeVVvgyGcqxzMwFRVSSlv2SfATRVOkp0CGFUpxEq4RwZJNtC3u93t9hAlpZyOIlMlKqHmAnqAPmO0nTY120nMAYZZBVsbhQg56i/cDmBSaBmoGnl1QsWOzMD7AF5ymQgbB9cUAhfiHPvfeCHj+h1e17jZcg9nA7m2cH82+Iw8gKy0AoCSxxUwNheQ0zOVAIiPOaQUwqjvzhiOsgB+9Mu4AQOOtQE5OUnChieuK/0764bgyNjAdKnd2teRCLEAmAXAHLDMFSlbVwXGThidrmDTAx/4wLYWAW+ZnVolPDpzhbd2k8yVMudJ6rw6AWCqmiuxy5NC3K0zMfZuh0bRV7U2CAPTZT/wOtjFViJmj/BYvatnRXas5pEdM5BWeYoYR8XsKgIwTwUwxXhUfQTA0UOIwFnU35COO8eLW2RnyGbHQnSE9Pit1Gtcq2puyk4yh4D6DDLe+x2eFY9QPgdNXaLInqvqa/FgapdNVD2/OQscdWUbcN8qz87BkAXAbEMAs1ldlbkqvnMkw7m2AxGk2I4UadJ3Bfs6Y0e6jBTj1J2FROw87OSrEBPvgqJeVTl39+MmrXbOjI/spa5expEic2RG0pEAQ+ZOZ7d77IAnENylzgvjdOASYbELJxrL7n52pB3p0M67814Bxx0ZGfADbqqwCg8K41FVfKULkHt3y1EVi2xdhPwq/RQ2ATipQqlEDRxh2qpOC++f8GV32K0K7sJOHfgCULrNX+j57pyzA5UFwKwRwMzt2ufaKOVOYXvO7GLO7rpOFFCqKikSk3MOOHXPG/UtxuPmc/EklVIrUVm029E/6EEPmgBHJXgLXJlV/F0lyW63YPesTWGlbIQoAK5/RwlUnBT9SkFk0GW3Avz4+xyw3GrGAcM1V9RrzrBtdf4djt3nug4snOu/zbKYzmz/zfHahO2Esqp2/CmhrO6Qvur/n5l7z/3W3+fCp3Pl59c1/zYDa3NjNtfW8du8x2ae4q2+y1y/031dO29GB779PesTXhXguCuVcdJJJ5XgWX+pG2NuVv3u+Xg/59ZnV+srxLPOHXVxILJkIa1JMO2vcpWrtO2Y21XmDvn+7//+fTJoRjb5D//wD5dtp59++nTdLgvpOte5TtuG2f6oRz2qbMNSv/nNb162YcxjsMtEyoLt/qAHPWh13etet/ztrW51q9XZz372su2nf/qnVxe96EVLZvtv/MZvrC51qUtN2SJZMOllezz84Q+fspFGkQ30K7/yK6s///M/nzKRRvnu7/7uKStA1sXVr371fa77y7/8y1MWjeyozP732/vd737T/8/yyU9+cnWHO9xhygDLYoxllP3Zn/3ZqhPP9IIXvKBsk8H0gAc8oGyTzXKNa1xjS/PvoQ996OpjH/tY2SbL7V//9V/LcZE5511kvlRZOOaY31bz9m/+5m+mTJEvfvGLZXaJ61ZZLZ7TM3UZOve85z1n+89cqUSW0ZntP+P/93//96tf//VfnzJ8RrnNbW4zZayZf7JsRrnWta41rQVzPmf9xJySkdc966mnnjpdt8qokhUm+6Saf7LYZJdU88/vzAMZOJ38wz/8Qzv/NtN/P/VTP7VPH4VYu3RKJa9+9aunjK1OF8kCy3PTOpOJdfzxx+/zG9+1dm984xuXcy/0n7HpRHZj9VvZane5y132eRZz/bKXvex0zZzNJtPz7ne/++piF7vYPlmN8bz3uMc9Vg95yEP2+vvlLne5KZNS1uOd73znfbIMf/3Xf331L//yL9M8HNeg537hC184Pav++b3f+7197veIRzximiMnnHDC9LzZNtGz9Ji5X+kNa//nf/7nV4dVNnapHK4Q0rp2nAciczu47fS8m5Ua3+y36/AQbNZ+OEiWW3kfYRcerm49yF4SJ++Kw1lLVfhFhkyQACtBcEVSrfrpnve85/TbKiPIcyIWb5WEvdUx79qi1pCMjLyjldUSJeRzWFXWiLa5AyHXIfp7ru7NZmHDdclWszCrceF5EL7Ur+NvI5NIhptMojEzbH+uuz9tnUdCKEfYpSoA6m+euSK94okhkTsKJK9RniAe5O4ogetf//p7DrPNnm+cL20IxFX4/rjjjpvahZPy+1p7+F0ytuYSJdYhSwhpG3JgFlnkcAlXb+fCp7iqc4VGAiKuUCeKBHaxcqm+yKqVKJHuvJ9OtlMBOIbFe1b65IQTTpjAVhWidAaSTJDqpOtF1iOA204iRgMkCLNVxt2YreYAyczXO/300/ekhD/60Y/eq034O7KMAJ8qdKVAKHDU8RmveMUrztIXDrf9Ptvh9f8sssgih0JyaC3L7/7u77ZtChP+n//zf9r24447bipYV8ktbnGLqchWJcIcQnidcI9vFxE25aJXFDGLYnInn3zyPiFKYV3F0F7xileU4ctF1iNC0FUYeruKAp/CR50oeilUI0R1rnOda6+2U045ZZpn2nIIzt9cWyhWyKsKhZvXj33sY1cXv/jFW3rCTW9609W2lY1tLGpLOB/HDsaZDN0ZJ5UsHphFFjk0Mheq4PWZO/F77rfbSeYy/XItkRA76nVlCC5y5AiieBfOetSjHlWm9yPx8ppWhQ6zjZ0L3akNNUegXpfsr/0+i/9ZbUN59rOfPSFKBEG7lz/90z+dyESIVxe60IU2/T0SE9KssvfVrmmRRRZZZJFFdrJ8/vOfX533vOct7Z+jUhyxMieIuzkpYjvI/trvbQtggBbn3zzucY/b09HOXbjPfe4zse83kwXALLLIIossssjOk/2139sPen0nLid184Y3vOGev0GJ/i0trDvw0EuPn0UWWWSRRRZZZHfKtgQwctLVPsg1SPy7OlWTnHjiiRNii89hPyVzkUUWWWSRRRY5sgDMVkQBIO6m+HRHhC+yyCKLLLLIIjtftmUa9QUucIHVWc961qna6Sj+ffTRR5e/UTXVZ5FFFllkkUUW2f2yLT0w2NPKVb/kJS/Z8zckXv8+9thjD+uzLbLIIossssgih1+2pQeG3P/+95/OmnEGztWudrUpjdo5Hs6tWWSRRRZZZJFFjmzZtgDml37pl6aD637nd35nIu7+xE/8xOpFL3pRebjgIossssgiiyxyZMm2rQNzoLLUgVlkkUUWWWSRnSc7ug7MIossssgiiyyyyI4MIR2ohGNpKWi3yCKLLLLIIjtHwm5vFiDatQAmTsBdCtotssgiiyyyyM6040JJRxwHRtr1xz72sdX3fu/3lseIb4b+AB/F8Bb+zHpl6etDJ0tfHzpZ+vrQydLXu6+vwRLg5Qd+4AdmD5vctR4YL33MMccc0DUM0LIgDo0sfX3oZOnrQydLXx86Wfp6d/X1nOclZCHxLrLIIossssgiO04WALPIIossssgii+w4WQBMIc5UOuGEE5azlQ6BLH196GTp60MnS18fOln6+sjt611L4l1kkUUWWWSRRXavLB6YRRZZZJFFFllkx8kCYBZZZJFFFllkkR0nC4BZZJFFFllkkUV2nCwAZpFFFllkkUUW2XGyAJhC/vzP/3x1iUtcYnXOc55zdfWrX311yimnHO5H2lFy4oknrn7yJ39yqoJ8oQtdaHXLW95y9Z73vGev75x++umre93rXqvzn//8q3Of+9yr4447bvXJT35yr+98+MMfXt385jdfnetc55qu85u/+Zurb33rW4f4bXaWnHTSSVPl6fvd7357/rb09cGTj370o6vb3e52U18eddRRq8tf/vKrN73pTXva5UT8zu/8zuoiF7nI1H7DG95w9b73vW+va3zuc59b3fa2t50KgZ3nPOdZ3fnOd159+ctfPgxvs33l29/+9uphD3vY6pKXvOTUjz/0Qz+0evjDH77X2ThLX29NXvnKV65ucYtbTFVu6YqTTz55r/aD1a9vf/vbV9e5znUmO6p67x/+4R+uDrrIQlrkf+RZz3rWxjnOcY6Nv/7rv95417vetXH88cdvnOc859n45Cc/ebgfbcfITW5yk42nPOUpG+985zs33vrWt2789E//9MbFLnaxjS9/+ct7vnP3u9994wd/8Ac3XvKSl2y86U1v2rjGNa6xcc1rXnNP+7e+9a2Ny13uchs3vOENN97ylrdsvOAFL9i4wAUusPGQhzzkML3V9pdTTjll4xKXuMTGFa5whY373ve+e/6+9PXBkc997nMbF7/4xTfueMc7brzhDW/Y+OAHP7jxb//2bxvvf//793znpJNO2vj+7//+jZNPPnnjbW9728bP/uzPblzykpfc+NrXvrbnOze96U03rnjFK268/vWv33jVq1618cM//MMbt7nNbQ7TW21PecQjHrFx/vOff+P5z3/+xqmnnrrx93//9xvnPve5Nx7zmMfs+c7S11sT6/uhD33oxj/90z9BgxvPfe5z92o/GP162mmnbVz4whfeuO1tbzvZgWc+85kbRx111MZf/uVfbhxMWQBMkqtd7Wob97rXvfb8+9vf/vbGD/zAD2yceOKJh/W5drJ86lOfmhbKK17xiunfX/jCFzbOfvazT0op5L/+67+m77zuda/bs8i+67u+a+MTn/jEnu88/vGP3/i+7/u+ja9//euH4S22t3zpS1/a+JEf+ZGNF7/4xRs/9VM/tQfALH198ORBD3rQxrWvfe22/Ywzztg4+uijNx71qEft+Zv+/+7v/u5JgZP//M//nPr+jW98457vvPCFL9w4y1nOsvHRj350zW+wc+TmN7/5xv/+3/97r7/d+ta3ngwiWfr64EgGMAerX//iL/5i47znPe9e+sP6ufSlL31Qn38JIQ3yjW98Y/XmN795cpmNZyr59+te97rD+mw7WU477bTpv+c73/mm/+rjb37zm3v182Uuc5nVxS52sT397L/c8xe+8IX3fOcmN7nJdJjYu971rkP+DttdhIiEgMY+JUtfHzz553/+59VVr3rV1S/8wi9MYbYrXelKqyc96Ul72k899dTVJz7xib362nkuwtBjX3O5u06I79Mzb3jDGw7xG21fueY1r7l6yUtesnrve987/fttb3vb6tWvfvXqZje72fTvpa/XIwerX33nute97uoc5zjHXjoFleDzn//8QXveXXuY41bkM5/5zBR7HRU58e93v/vdh+25dvqp4PgY17rWtVaXu9zlpr9ZICa2RZD7WVt8pxqHaFvkf+RZz3rW6j/+4z9Wb3zjG/dpW/r64MkHP/jB1eMf//jV/e9//9Vv/dZvTf39a7/2a1P/3uEOd9jTV1Vfjn0N/IxytrOdbQL3S1//jzz4wQ+eADSwfdaznnXSy494xCMm3gVZ+no9crD61X/xl/I1ou285z3vQXneBcAssnbPwDvf+c5p97TIwRfH2t/3vvddvfjFL57IcousF4zbdf7BH/zB9G8eGHP7CU94wgRgFjl48pznPGf19Kc/ffWMZzxjddnLXnb11re+ddoIIZ4ufb1IyBJCGuQCF7jAhPZzhoZ/H3300YftuXaq3Pve9149//nPX73sZS9bHXPMMXv+ri+F677whS+0/ey/1ThE2yL/EyL61Kc+tbryla887YJ8XvGKV6we+9jHTv/frmfp64MjsjJ+/Md/fK+//diP/diUwTX21Zz+8F/jNYpsL1kdS1//j8iC44X55V/+5Sm8efvb337167/+61OGI1n6ej1ysPr1UOmUBcAMwhV8latcZYq9jrsu/z722GMP67PtJMENA16e+9znrl760pfu40rUx2c/+9n36mexUYYg+tl/3/GOd+y1UHgZpO1lI3Ikyw1ucIOpn+xQ48NLwNUe/3/p64MjwqC5HACOxsUvfvHp/5vnlPPY18IgeAFjXwOTgGeINULP4Bks8v/kq1/96sSpGMXmUj+Rpa/XIwerX31Hujb+3ahTLn3pSx+08NEkB5USvEvSqDGun/rUp05s67ve9a5TGvWYobHIvNzjHveY0vBe/vKXb3z84x/f8/nqV7+6V2qv1OqXvvSlU2rvscceO31yau+Nb3zjKRX7RS960cYFL3jBJbV3P2TMQiJLXx+8NPWzne1sU4rv+973vo2nP/3pG+c617k2nva0p+2VgkpfPO95z9t4+9vfvvFzP/dzZQrqla50pSkV+9WvfvWUPXakp/ZmucMd7rBx0YtedE8atZRfqf0PfOAD93xn6eutZywql+ADAjz60Y+e/v9///d/H7R+lbkkjfr2t7/9lEbNrlorSxr1IZA/+7M/mxS+ejDSquW6L7L/YlFUH7VhQiyGe97znlOqnYl9q1vdagI5o3zoQx/auNnNbjbVD6C8HvCAB2x885vfPAxvtLMBzNLXB0/+5V/+ZQJ7NjmXucxlNp74xCfu1S4N9WEPe9ikvH3nBje4wcZ73vOevb7z2c9+dlL26ppIVb/Tne40GZVF/ke++MUvTnOYHj7nOc+5calLXWqqXTKm5S59vTV52cteVupnoPFg9qsaMsoOuAYwChgdbDmL/zl4/pxFFllkkUUWWWSR9cvCgVlkkUUWWWSRRXacLABmkUUWWWSRRRbZcbIAmEUWWWSRRRZZZMfJAmAWWWSRRRZZZJEdJwuAWWSRRRZZZJFFdpwsAGaRRRZZZJFFFtlxsgCYRRZZZJFFFllkx8kCYBZZZJFFFllkkR0nC4BZZJFFFllkkUV2nCwAZpFFFllkkUUW2XGyAJhFFllkkUUWWWTHyQJgFllkkUUWWWSR1U6T/x+5fj+vHTVVCwAAAABJRU5ErkJggg==", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "x, y, u, v = cpiv.get_frame(\"00000-00001\", by=\"label\")\n", "plt.quiver(x, y, u, v)" ] }, { "cell_type": "markdown", "id": "de5a42c4-01f7-4691-aa59-b2fef6100d80", "metadata": { "tags": [] }, "source": [ "## 3. Save data to .mat file\n", "\n", "We can use the Matlab .mat file to save the PIV data. It has two advantages:\n", "\n", "- it has no dimension restriction, so we can save x, y, mask data only once\n", "- save one file for an image sequence, instead of one file per image, making the data more portable and maintainable\n", "- easier to interface with Matlab users" ] }, { "cell_type": "code", "execution_count": 21, "id": "cdcb68bc-3777-492e-af61-8fe9cb755212", "metadata": {}, "outputs": [], "source": [ "cpiv.to_mat(r\"PIV\\cpiv.mat\")" ] }, { "attachments": {}, "cell_type": "markdown", "id": "db6a281a", "metadata": {}, "source": [ "## 4. Update mask\n", "\n", "Sometimes we want to update the mask in compact_PIV object. The idea is that (i) the original mask may include regions where image quality is bad, e.g. the bottom shadow region of droplet xz images; (ii) Sometimes we do not have access to the correct mask and we want to apply it later on. \n", "\n", "In these cases, we usually realize the problem after performing the PIV. And to refine the PIV data, we want to update the mask to make it more conservative (i.e. mask out the bad quality region). Therefore, a method is needed to update the \"mask\" entry in a compact_PIV object." ] }, { "cell_type": "code", "execution_count": 22, "id": "e6ecdcdf", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "dict_keys(['__header__', '__version__', '__globals__', 'x', 'y', 'u', 'v', 'labels'])" ] }, "execution_count": 22, "metadata": {}, "output_type": "execute_result" } ], "source": [ "cpiv.keys" ] }, { "attachments": { "image.png": { "image/png": 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CAAACCQAACCQAACCQAACAQAIAAAIJAAAIJAAAIJAAAIBAAgAAAgkAAAgkAAAgkAAAgEACAAACCQAACCQAACCQAACAQAIAAAIJAAAIJAAAIJAAAIBAAgAAAgkAAAgkAAAgkAAAgEACAAACCQAACCQAACCQAACAQAIAAAIJAAAIJAAAIJAAAIBAAgAAAgkAAAgkAAAgkAAAgEACAAACCQAACCQAACCQAACAQAIAAAIJAAAIJAAAIJAAAIBAAgAAAgkAAAgkAAAgkAAAgEACAAACCQAACCQAACCQAACAQAIAAAIJAAAIJAAAIJAAAIBAAgAAAgkAAAgkAAAgkAAAgEACAAACCQAACCQAACCQAACAQAIAAAIJAAAIJAAAIJAAAIBAAgAAAgkAAAgkAAAgkAAAgEACAAACCQAACCQAACCQAACAQAIAAAIJAAAIJAAAIJAAAIBAAgAAAgkAAAgkAAAgkAAAgEACAAACCQAACCQAACCQAACAQAIAAAIJAAAIJAAAIJAAAIBAAgAAAgkAAAgkAAAgkAAAgEACAAACCQAACCQAACCQAACAQAIAAAIJAAAIJAAAIJAAAIBAAgAAAgkAAAgkAAAgkAAAgEACAAACCQAACCQAACCQAACAQAIAAAIJAAAIJAAAIJAAAIBAAgAAAgkAAAgkAAAgkAAAgEACAAACCQAAiHN19T9jvk9O4ZVqpwAAAABJRU5ErkJggg==" } }, "cell_type": "markdown", "id": "59ddbe3b", "metadata": {}, "source": [ "It can be seen that currently we do not have \"mask\" entry in the `cpiv` object. Now we are going to add one, using `update_mask`. We will use the mask below:\n", "\n", "![image.png](attachment:image.png)" ] }, { "cell_type": "code", "execution_count": 24, "id": "146c1150", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "dict_keys(['__header__', '__version__', '__globals__', 'x', 'y', 'u', 'v', 'labels', 'mask'])" ] }, "execution_count": 24, "metadata": {}, "output_type": "execute_result" } ], "source": [ "mask = imread(r\"PIV\\mask.tif\")\n", "cpiv.update_mask(mask)\n", "cpiv.keys" ] }, { "attachments": {}, "cell_type": "markdown", "id": "66d55f8b", "metadata": {}, "source": [ "The masked velocity field can then be accessed:" ] }, { "cell_type": "code", "execution_count": 25, "id": "f648d1eb", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 25, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "x, y, u, v = cpiv.get_frame(0)\n", "plt.quiver(x, y, u, v)" ] }, { "attachments": {}, "cell_type": "markdown", "id": "5331896b", "metadata": {}, "source": [ "## 5. Save to csv\n", "\n", "Sometimes we want to unpack the .mat data back to the .csv sequence. For example, when the packed .mat is not finished, we can unpack so that the PIV script will not have to redo all the computation, but can pick up the job from the middle. " ] }, { "cell_type": "code", "execution_count": 26, "id": "50eca90d", "metadata": {}, "outputs": [], "source": [ "cpiv_dict = loadmat(r\"PIV\\cpiv.mat\")\n", "cpiv = compact_PIV(cpiv_dict)\n", "cpiv.to_csv(\"PIV\")" ] } ], "metadata": { "kernelspec": { "display_name": "Python 3", "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": "3.9.21" } }, "nbformat": 4, "nbformat_minor": 5 }