{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# CCD calibration\n", "\n", "This tutorial presents how to calibrate the distortion from a CCD camera coupled with a taper of optic fibers.\n", "If your camera is already calibrated using Fit2D and you have access to the corresponding *spline* file, this tutorial is not for you: simply create your detector object like this ``pyFAI.detectors.Detector(splineFile=\"example.spline\")`` and you are done. This tutorial uses the image of a regular grid on the detector. \n", "\n", "It uses a procedure described in: \"Calibration and correction of spatial distortions in 2D detector systems\" from \n", "Hammersley, A. P.; Svensson, S. O.; Thompson, A. published in \n", "Nuclear Instruments and Methods in Physics Research Section A, Volume 346, Issue 1-2, p. 312-321.\n", "DOI:10.1016/0168-9002(94)90720-X\n", "\n", "The procedure is performed in 4 steps:\n", "1. peak picking\n", "2. grid assignment\n", "3. distortion fitting\n", "4. interpolation of the fitted data\n", "5. saving into a detector definition file\n", "\n", "The picture used is the one of a regular metallic grid of holes (spaced by 5mm), just in front of the detector. We will assume holes are circular what looks correct in first approximation. Parallax error will be ignored in a first time.\n", "\n", "The images used for this test can be downloaded from:\n", "http://www.silx.org/pub/pyFAI/detector_calibration/frelonID22_grid.edf\n", "\n", "## Peak picking\n", "\n", "\n", "Lets start with peak picking, for this, we will use the *FabIO* library able to read the image and *matplotlib* to display the image. The distortion is assumed to be minimal in the middle of the detector, so we first focus on one spot in the middle:\n", "\n", "First we initialize the matplotlib library to be used in the *Jupyter notebook* interface." ] }, { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Working with pyFAI version: 2024.9.0-dev0\n" ] } ], "source": [ "# %matplotlib widget\n", "#For documentation purpose, `inline` is used to enforce the storage of the image in the notebook\n", "%matplotlib inline\n", "import time\n", "import numpy\n", "from matplotlib.pyplot import subplots\n", "\n", "start_time = time.perf_counter()\n", "import pyFAI\n", "print(f\"Working with pyFAI version: {pyFAI.version}\")" ] }, { "cell_type": "code", "execution_count": 2, "metadata": { "scrolled": true }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "/tmp/pyFAI_testdata_edgar1993a/frelonID22_grid.edf\n" ] } ], "source": [ "import os\n", "from silx.resources import ExternalResources\n", "downloader = ExternalResources(\"pyFAI\", \"http://www.silx.org/pub/pyFAI/detector_calibration\", \"PYFAI_DATA\")\n", "fname = downloader.getfile(\"frelonID22_grid.edf\")\n", "print(fname)\n", "\n", "#To test the corrections are good, once you have finished this tutorial:\n", "#fname = \"corrected.edf\"\n", "\n", "import fabio\n", "img = fabio.open(fname).data" ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [ { "data": { "image/png": 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YaaedcOqppwKoHbb6+c9/Hu9+97vxmte8Bu94xzuwYsUKXHDBBZg9ezbOOOOMZ9QfGvPnzwcAfPKTn8Tb3/52tLW14cgjj0xJy3ONl770pSiVSvj85z+Pvr4+dHR04LWvfS0mT57cchkf/ehH8dOf/hRveMMb8K53vQvz58/Hhg0bcNddd+FHP/oRHn74YUycONHM29PTg/PPPx+nnHIK9tlnHxx77LEYN24c/va3v2Hjxo245JJLhm3MNebPn48bb7wR5513HqZPn445c+Zg3333xTnnnIObb74Z++67L0499VTMmzcPq1evxl/+8hfceOONWL169RbXtU3hBYqSFxAQEBAQELAVQcICN/vj0MPr1q1zZ5xxhps+fbpra2tzO++8szv33HO9cMfOOTc0NOTOPvtsN2fOHNfW1uZmzpzpFi1a5DZv3uylmzVrlnv961+fkQ2AW7hwoXdPQkife+65Tdv24IMPumOOOcaNHTvWdXZ2ule84hXu2muvNdt/5ZVXmvX87//+r3f/r3/9q3vzm9/sJkyY4Do6OtysWbPcW9/6VnfTTTcVyiL1/OAHP3CLFi1ykydPdl1dXe71r3+9F6pccMUVV7i9997bdXR0uPHjx7vjjjvOPf74416avFDeus+cq/WxDh/9mc98xm233XYujuOmYb3zQnlb4wDA/ed//mduWYJvfOMbbocddnClUskL6503H17zmte417zmNd69devWuUWLFrmddtrJtbe3u4kTJ7p/+Zd/cV/84hcLz1oS/PSnP3X/8i//4rq6ulxPT497xSte4X7wgx94aVoZcxmLp556yssrZ1Zx3953331u//33d11dXZl3a8WKFW7hwoVu5syZrq2tzU2dOtUddNBB7uKLL07T5M3ZbR2Rc8/BrrqAgICAgICAgIBhxy233IIDDzwQV155JY455pgXWpyAgK0OYc9RQEBAQEBAQEBAQEAAAjkKCAgICAgICAgICAgAEMhRQEBAQEBAQEBAQEAAACDsOQoICAgICAgICAgICECwHAUEBAQEBAQEBAQEBAAI5CggICAgICAgICAgIADAVnwIbJIkePLJJ9Hd3Y0oil5ocQICAgK2GTjnsG7dOkyfPn2LD8jc2hH+NwUEBAS8MGj1f9NWS46efPJJzJw584UWIyAgIGCbxWOPPYYZM2a80GK8qBD+NwUEBAS8sGj2v2mrJUfd3d0AgFfjCJTR9gJL8yJHFAHO1T6HrcwsI4/iKD9N/VlGlDgGkqTxXRLVr6MoAkolX/YoapSt60yTZO8751q/XxfUVRNEpRjOOaBaRVQue8+NirP38+7VKm/IEMdwSZLKIrFUoihqyMOyqjK8a53eeGaC8nl1G3lFZk6f5ikoO81L6bz6CJLOiitj3S+8l7jGfEkc4BJE5bJZdpoG8PPEkf0JAK4+j6O48b0VJAmS9RsRjxlVu65Wa8VVq/44Jdkyc8PtJOpBjjxOpyuClOEcKhjC/+Hn6e9wQAPp/6boSJSj/P9Nmd9LO9GzF6iVudhKPa3IW5+7zwqtyNJCm1qZ21Gp1LycFtrUbCy36D0rqqetBZWulTFo1sdb8vtVWEwLYzBc70EzmYfjXWqlnuHEi+n9fz7LeRaouCH8pvrTpv+btlpyJEpUGW2F/4BeMDwX7hQ5E8/7cTEISU0cSsMkRAhIXCccceSTD4FLGs+pTFZyre9auU3viQyscBeRONYC+bkmBs3A5evvunzn/F175QZpQ5I08jPB43rkH2/SUCqbyqmHuF6OGxxCVG7+jzyTl9vD95v9Q7JkzRsjITzVJCtjhhSitfHmcp2rzXEaF4vQNr0nouWQwwxJitUcr+d3sUufe5+JQ1RqDOAWBQptG9X43qEIl5At6/1vlZB5JEuNf50opuW7JF0USJ+jpiQmmzYDSRVIp1ZwG9NI/zdFxf+bWuq7YVHohkmpeb7kbamMFshR1IJiHrVAjlqQp9lYtiJLK4iiFlS6lsayWZphIkctjcFwzavniRwNU9+0hBfT+/98ljMMaDavtlpylIvn6p91k0FvzWqSQ1BQX8GKyUqilUa2lGjlRpetwKvmRav1GeXSU2KVVceoN/0ex4jqq1diWWAyFJGS60HSsCWpWq2TtRzCRHVm8lqkhNMzobHKEeLDynSS1P7Yl1VbviSvTsdESvvCarlZvqROOnR7WX7dfm6Tfl4qtd5PFnmRdqh+MmcgzzeyimXq0SBiZ81ty9JnlWS+F/U2efLkpc25L/PaQyn7bjR79zzQ74RLp0epll8WJnglNo6AhOeXsqZWq0SsosZ3JSdKEeD4vS8jKlE9JdSIXxwhGojgXJSSo4CAgICAgJGGLaKdixcvxj777IPu7m5MnjwZRx11FJYuXeql2bx5MxYuXIgJEyZgzJgxOProo7FixQovzaOPPorXv/71GDVqFCZPnoyPfvSjqFQqXppbbrkFL3vZy9DR0YGddtoJ3/nOd55ZCwWiQEdx5i8qlbJ/5bbGX3s7ovZ2xB0d/l9XF+JRoxCPGYPSmNEo9YxBqbcHpXG9jb/xY1EaPxbx2F7E48bVPvlPno3tRdTb0/jrHlP7GzO69jeqC1FnJ6K2tprrVrmMiP4QR4hKNStP+il/WgFX36M4RlQu+S5S9XymcmiU4X13rm59IOuPNR5iOSmVfDKYruSXPHlS4gE0lHbJq8lEHDfKB/x8moCIMs9yMCGwiA5fV6umS1P6nMuUa74n3/UnkR9PBiYsLHsR8bdIG5en02r5hQRa4PG1SKguU+erzxdv/ulyZU4JhLBbFjkBj3+eBSr9XcjWbZKhZu8A6u9JUX0qrbyvmTKAGtmhxQ657z2Po5RcRSXfeivP0j8n89U1yJL8Fsp3vid/ccnvI6vPuJyAgICAgIARii2yHN16661YuHAh9tlnH1QqFXziE5/AIYccgnvuuQejR48GAJxxxhm47rrrcOWVV6K3txennXYa3vzmN+O3v/0tAKBareL1r389pk6dit/97ndYtmwZTjjhBLS1teFzn/scAOChhx7C61//erzvfe/DpZdeiptuugmnnHIKpk2bhkMPPXTLWxlFNcLT0dHwyVUuYJ61pcgyI3Cywq72FeTtP0hFsbs8b78Lt4ES+0TFUiyt/Fq5bKbAiWXGkkFbHdiNLFXckvy0yvLhQZ7pdPLMylN0XZSHiQG31crD9yyrlFixrLY0I0iWPJY7ntUOlr0oMlhR2fy9yB1Qy8xWJraGWWQsx6JkWqm0LHnztGj/lhqP1BKky9IWsbz9X3nIk0Hdd87Z1rMc1Fz1/ByZPVaKNOn7ANRvW87vHn9arrf6fiqQjKOqJyAgICAgYIQiclvk+O7jqaeewuTJk3Hrrbdi//33R19fHyZNmoTLLrsMxxxzDADgvvvuw6677orbb78dr3zlK3H99dfjDW94A5588klMmTIFAPD1r38dZ555Jp566im0t7fjzDPPxHXXXYe///3vaV1vf/vbsXbtWvziF79oSbb+/n709vbiALwJ5bgdcVcXoo6Oxp4ZrxcMn32L8BjQ+2aabujPIynWM76nyYwmNnn7XPR9Ky8jj0gUWQC4/lbTFd3PS5NXRpFlp5klo9Uww3lWF11nkfuewOp/y5Jkfc+TQ8+dIjc8C5b7nNWvvFcqirKbe5uNb95YWfM0r8xW0jCa7R0rqgeotVe303ov897TYUTRb0xNrPxnJpoRGr34A2SvKRBDsn4D3OAgKskgbsFP0NfXh56ensI2bWtI/zfFbw4BGZ4JQkCG/HpCQIaiyp59Ga0gBGR47st5Fqi4Idxc+XHT/03Pqmf7+voAAOPHjwcA/PnPf8bQ0BAOPvjgNM0uu+yC7bffHrfffjsA4Pbbb8cee+yREiMAOPTQQ9Hf34+77747TcNlSBopw8LAwAD6+/u9vxRR3SVIByaIxJUqanzGlC72XdQA360l4+LC4HuWRUETFU2StJWmpc365PqkrRGW1Ue5vTlZ7S9SojmfWD8sdzB+xmm0dcbKb9Vnuc3l3dff85T1POj0mijkpdUWE/nHyu0rlRrue5ZLIP8z5nHTZRW5k2niZ42X6j83MNC41hYdLk+7qsW1CHpNx5HL4jmW2Zej2q9Jm7UoIOWKLJYLHt8zrEdO3CMlHeV34vKrXer4nbX2Y3H9ebAsWQXp8yLzybOaKC79K0IaaMUCKy1agSlQaEIAhoCAgICAkY5nHJAhSRJ88IMfxKte9SrsvvvuAIDly5ejvb0dY8eO9dJOmTIFy5cvT9MwMZLn8qwoTX9/PzZt2oSurq6MPIsXL8bZZ5+dL7AoUVHUYK9GZDXLv18iMzUjQxF9Z2UpE945j+zU77tKtbbB3iI0rOC1Yq3JsxzwtdUunS/PIqPRzFVLR2jT1gRr/0or9eo0ljVH+t0iqyyTdgXjYAtCHpzzZZd7TAKtVUfOV61m2yP3tCx5Ln9F1qQ8GOmjtrbGfZGxxfq8PW1FRNSah+KWZ7lYtkJSOU21mu9eyu9cnoWI89F7Guk6LeuTJm56vxTJUBQ+nV3v8sKytxKFj5/loZA85QR2MS1G0obhsApsQ4hiO5gIJWhaRitWi+FAFLewmpu08Bs0DBYoN1QpfA60ZvFppU3PX/8O06LCcMnbZPV+uKxuLQQDfP4sksNl+Wipqhb6rxUrYLN6WnhXWsPwzKuorYWxbPY78iytwq06yz3jkV64cCH+/ve/4/LLL3+mRQwrFi1ahL6+vvTvscceqz3Qir9M7sQfbOvsk/R7SSnLFrSCZbnIFa0u0/M03LFa8XeyT8OyDsmKOcOyHMinVn7ZKpCnHPNKvv7T0NYjrtdShOU6irKEr8gFTstQlFb6p1zOBmvIsw5ZZE3IlSZ1mszmEbQ8IsPkUUP3JQeP4PytWrl02ZyGy7BIrJ4Dmjxa9eaNj+4jbbmRe3llaSJrWZUs8qPypUEUdN3WAoYmUfys6IfXcn1TlicmYp6VSKy7RvlRFMFVE+9aW7b5ekssQZl0cdT47SyVGhZ4uQ4ICAgICBjheEbU9LTTTsO1116L2267zTthdurUqRgcHMTatWs969GKFSswderUNM0f//hHrzyJZsdpdIS7FStWoKenx7QaAUBHRwc6OjqKBU/dySJICFwhPryRuXBllt1teAXYsgjlfUo5Re40WhHlFWxNbjQ0CeF9InllMJmR+7LXwnJf47K4jLxn7MpXlE5bGUql1hRQ3S5RbLVLFeArv/KZF9AgzzrE4y3P2BKk28F1azc0tmTp/JaVitvA0FZFq4+SJNun8kz3LZeRZx3SaYqsWNZ8k+/SRq1gy728+a7nuGWd0u+ljDXfL7IkCpq5zuk5kQPvHC9dvipPE6m8vYveAo5RXy0L//4hvedU1pSU6RXb1JpkkCBtOQ0ICAgICBih2KL/ZM45nHbaabj66qvx61//GnPmzPGez58/H21tbbjpppvSe0uXLsWjjz6KBQsWAAAWLFiAu+66CytXrkzT3HDDDejp6cG8efPSNFyGpJEynjE8xa/hb2+a2fIUJi+JkSaKsuGFi+SwwIqxgPenWNYRXuXm52wRkmeWxYafsVUijwBpy06eS5pW+rVFqUjR5rxMdBgWcbMUNCYM3K+6r/g+kyxxc9RjruXX80Fb3UQOLoeJa96cY9mbzc2i0OLs4qnbqvvWssrx+DWzFFguclZe3oelZdPz3XoHdL8xQbIII/efnp8CtiJZlicNTWwKxsmzUkl6DnKhyZxVXSXr5mD+jiUNYsQkSf5kgcc8Y8myKOW5uETG2AUEBAQEBIxAbJHlaOHChbjsssvwk5/8BN3d3ekeod7eXnR1daG3txcnn3wyPvShD2H8+PHo6enB+9//fixYsACvfOUrAQCHHHII5s2bh3e+8534whe+gOXLl+Pf//3fsXDhwtTy8773vQ8XXnghPvaxj+Gkk07Cr3/9a/zwhz/Edddd98xbakSp05ubU/cUDp8b2YdHFll90j1GQFZ5FrclC9Yqtl5ht0iFzs+KvihhlluURU5EoYwiQFajxWWnaGXYshSVS40yK1U/v7aeaOIj/VAuwZViRANDjb7jfTliBWFlmctyDq6rAyiXEG3cDDi1wq/JnHapqo+F66yX0b/BV1ylfnZ/sqwnzsGN6qyt/g8O1fpUW2msPmCLSimuyZEkiDYPZi1gkofL0tYtAGgr174PVYotPVw2k4s49udGnpukHmttzWFrLMuh910JdDmaQPPclTRWHXlyWjLmwSJdxjvphQ/X48D1Ff0uGIhKcWbvks6trT/N9iVlCFIeEcolSLUjE9IAOC166wUEBAQEBLyYsEWWo4suugh9fX044IADMG3atPTviiuuSNOcf/75eMMb3oCjjz4a+++/P6ZOnYqrrroqfV4qlXDttdeiVCphwYIFOP7443HCCSfg05/+dJpmzpw5uO6663DDDTdgr732wn//93/jm9/85jM744hRtCJaR1QuZVeygZpFqFLJkhftshXHNVLQ3lb7tA4W5bRe5Q3F1o3uqimxea5NlmJM1qVkQg82zZ3SUGK1y5O1Us5ob8PSz03EwJxJtTKs1fO8/T31NlQn9WLWFctr5MTKp13/MuVGePQt22Hi955uKPTaRVAHKlDECKUYm75WxUsvW9o4KJVl0WNpKe2lGMu+UMb4b6yojal20bOsRVKOtKWtjCnfXYm+r1Cd2tIn91iZVm59u/3gQYz6dr9P9rl+6Q/Jy8SxrvAu/3IHKt+o1MY1TyG33AnlfrmEzd8EHjxpO18OTXZ5fmj3uDjC40dvj759t/MJhqQHsu8gz+H6e5ZM7K29a1IG75tj5FlVO9pr+fPeRdnro99dsfbwnDLeqYgJnJ57VuRGy/2T62QyxPVSPdpC1CiusW/JsiLlQg6iFZl1WG996GxAQEBAQMAIxrM65+jFjPQsiegolOMOlHp76spgnL+aWlc0XFcHBmaNR+c/VwGDQ1n3HFaI+TsRm3s/OB67nrcK0aaB/Egqotyr/Ghvw9L/GotZ3yqh8x8rbFc4TXa4DaUY935kOkZttx6zzujPWikYOe5wblQn8D+bsP5LM9D95yeK8+fI4EZ14t4P92Le5+r9uCVl1GVKJvTg6Zf2YtItTzSsT1IHkB0XlqH+mUzoQaW7A+2Prmr0BbvMcTlcFluOxnTBtZUQ92/05eC6GFqucgnJuG4gSRD3baiV0awPAT/qXSlGZdo4RANVlJ5a23yPi7ZW1C1lAztOxuDYMrr/usy3ClplWW6U7W1Y+v7tMPGvwIT/e6LRFiuttvSILOUS7j9nLIb6OzDvs8v9MvRiQp5lq6MdXZesx8r/3gHdf37SJ926XsvSWiohGd+NJz8dYbuPDdYsi2y10tYoC6US3OguuI4y4jXrAQn7nUfONFI3w7jWB9XG3Co8H43L5H6tVvPng0JeNDx+7iHvTCQmS5UKqn39qCQDuMVdE845MiD/mw4sH114ztGLK1pdC6R3uM6JeZ6i1Q3XWUitYNii0b1IMFzR6lrC8xWtrhU8n2dsvaii1Q0PWmpTs755lv1bcUO4Jbmq6f+mZ9/7IwUuARvKcs8LiSIMzhiHh05w2OWz5ZoLlLV/QRc/NFQLh1x3syptpFXgPOVMXGlY+atWgaSE2RfHaH98dbGio5U4WXmuJtj1vOX11XtD2dUr8MbG82jTAPDuMrrdsi0nNXUZovWbMO8zm30ZdB5rxV3uO4d4zTpMunkdUKnCVSo1l0VL6deElWSO16xD+5p1NTm021xOvVoZjdZvqv2Dq6jN/FYQAXkusgBANUG8Zl363UvHARK4PVK23KsmKD+xumENZGuIJiRSt+GC1vHgSnSUYr8/WFZdTsZ64zD3wifr6VxDKS8aV231rCbY+eNrs/0hdVswyNe6D0/DmNVP2S54qbz5FtuokmBd3xjADfjWMf60LIPyrBTj/ndPwphd12D66VHjmbZIWpDFlDFdeGJxuUbQNmxKF0wiqduY3ymxqb/DrntUzdVygCyGNIetcN/pNc8xc+9ZjRSJK593H/CCQbhk61ICAwICAgK2PWwT5CiKowzjzzWYVavoeHAldj27XNuTARTv7xEXl7a29H60cTPmfvkJ30qh8wG51hJUajKk6fVzgZQr1icmSENqBdtSoHOsRhlXLAbnzXNhYmtH1dkycH9YcErJAxp7uSyZighK4rJj2IrFRSu4VUWO2fXKUoYz+XOU/jyCovczpdYkg1xJXu3Sp4k3E6c8qxvgu7ZVq7VADjwnRIaKsTJlEXBdj6WES706vyZfcn+ogvKyNVlSp9ugCRLN+6h/A3b91KbG3imLZHIeTTirCV7y9SfgyqXGIgC7e1oWTlVmNDAEd9skRENP+H2hxiXdvwQiNkkCtJXx8Kfb0X7rRGx31cON/M0si6iTpjjGw8dvj0l/G8LoO58EKhXP7c6hQbA8SGTPUqnmbprUF0XiCGi+uBcQEBAQEPCixDZBjlIogmT62YvyMzBYu85bxbbyskLHrmysnGnlyCIpyvJhQu9T0UpdkRWgaKO7pRDqNsqnVUcUNSKi5ZGiPIUtb7VdK3lclxACrXwKYdKr7lKedS9PrlbucXl6DLQLZlHbuC+0NUzK1u1kQstzSCD3pT/y2qn3GdVJrksSRJWKb23TFikuT1ucdH80c5fT+avKbU9/LyqjWTrnsi6Okp9dNXg85F2RdlWqiMTVksdHk0/LFRcABocw88pHbQJluX2y7FEEVBPMXrQRUXW9nSa36XVrknMYvcwBEVJiHQFw1aQW5ts6LJsRx3jw5BkobY4w+3//mVtfgA+XOLio6Hf+2bsKDZs71zC5+LUkT5Nink8XteFyz2vWf8+XeyQwPC6SLR2gWxl61vUAaOk1aKlNTaOrNtG5WkRLLnPD5SrYdJyev/e/JQxDm55t/0autcW7bYccxVHtR0y9IBl3E1lxbySoub4kiX02CUPvUyg6nwXI3xehV/t1KG6dhvck5a18591r9izPumSt5DMsZVmUcz5TiMu3lEPr2iIA2vVRkzcgK3O57BNRrbRyHstlz1JcZdzzyB/ft/aTFI0REyC2XLLSruuTvuA6LGIn6ViGej2RfOe6isrTxEnLVWSd0fXwmIkFS5Msrk9IjfU+8LXc033HxIeJEPen1VYL+nfFIsXSLm6jRdqB/N+fJKm5wTaTB/7vHUfRm3TTY15+55znRiekyLS4O4c5P17bkDcgICAgIGAEY9sgR8xE6eBXQFmPrJXe+veIFVL6dNWkFuEuLV/2IihiVEQ85DsrZg0BfdmEKGmrUzNYSneRtUiv3jPEWsPl8DORu0gJzyNdkk7cdfIU8DyLilWO7jsmrlrR1/nYTS3P2sTttawE+r7en8N9xkTMIk1MlHVfC5G2CFjetWXR4DIsq59VN4PHN8+CKek4vzWfmdywhYz7gfPJM71Q0czSy/n1tVVHHvLqAvLvAw1SpC1ORXkEul/r+V01SX/r2OLjhe5maxeNGf8uFkayq8ser+oDkqR2FEJAQEBAQMAIxjDZykYI6pHqeAU0byXU+1QKcZqnVPKJEefJU6AsKw9/zyMlsmlaK2u6jJy9FRkZ2aqQJ1Oe/K3c032nPy1wpC1NKprltQhFkZLKZVvEyyJ2/FfUJrZssYIr5ZZKtbDwXK7Oy7KwBcMii0z+JL1F+qx2SJlWeVKmQJvEJa8QF+4LSxYmfpxWLD1MAK0w3vxdiCvPXT0OQpSkbiZaSeK763F4eEYr7nnNXEbzrCkW6QT8AAmcP28sgUYfsqWp5Lcls1+Jy5F3T1mHLGKUl98lCeCSYYvwFRAQEBAQ8EJg27AcMYosR62s0sJwbylaqffqzrHeVI09DwXKmKtUGq5OzdyF2EVKnskm+zwiZpXbYt+Y+5cs6xzXLcpZMxRZK/R9TaysFf0iYsxlWt8tK5K2VLCVRVk70gAezVzUNFGRMdXWHilLzx+2llkWNe2HrftYEzctj7YisiWimVuntuhZchSREl0PW/p4LCw3Pk16rH1N+jrPUqutU/J+AVmroyZoIre2Ekpe/nTOdu+15mITWOcfFVmImDCJa15mgUlHPwwICAgICBiB2LYsR0DGcgQ0sR4BvpKvLS5ynz+LXOgs5YqVWs7PBIhIThq1TRRua18FKzqWy5C1aq3TaUU2zyKjyRSXz1YKbUXRLlXNiJgmKpqAaJKqXcMsoqTl0eXnzQ1WeAU8H6w+0vVqtyarrUyEdB1s+RG5JE257JMOLQ+TUW0R47Ks9ljETPe1VS+7KOp2cXqLqMg8b8Uiy3uO+LlF1kQui5zmESkLmghHUdbF0XKblbzafRPIHjyLOoHh90mQ936qscu1BJG1R9JkLEiGRcg5V4tYmDTq3trOdAkICAgI2LawbZCjWNx6Gm4lESkNESs21so9r/DmrWjrVeGMDKSAVau2AifpLEVOymWFTsrU9/R3lskqW1uuilzrtPXAIoSi6BUpk4w8a4ll6dGKnyWLvp9HTDTB4mdWfUUEzFjl9+rXbbPIiCYbYtnRZWpSqcvOCwjBdbLrVhEZLSJCDCYELJd+X1juPIsrk3ue5/yOcVr+1M9kHlrERNz3eJGhXPYXJfL2Qen3zCL2XC6/D0W/MVKGU4Fi8iyfav66IpJrQBaKtAseW4fcwGCt3Hro7gzBKpfR0kGNAQEBAQEBIwDbBjkS6JVPS+FghdFSMiyLQCvXeqVcK4OSJpXVIEIW2ZHnnF4rc6Kgafc6Xb+uQ+QscLcxwe5FohTqvS3NLEq8Qs5lcr48C5ChNJr16vt57eBrVtYZRUooy2OVye3W5ej2SHrewF9EzCyrEN/n9M3G2pJDkx0ekzwXNU3G2frFbdYWUD0XrLks7qLsVifgec7zkd8fa1+V6gNXqWStW0WuhLrMvDnQ7J7cN8YgdY3Ls9rlwCQ7kGLrZXa0e9ak3Kh1AQEBAQEBWwG2vT1HaKyKZmApp7UMtqKh95g0s7pwPZyf65H7gqLV6zxoK86zUWQsa4Vc83N9j5V6UXLzXK+sPJbVhuvQdTMsl0dNtLTcedYiTs9kQsuoCZ0ub0vmFvdbnqUqb58Oy2X1gXVt9YmAQ5nnLRY0K4ctPnqBQO/P4byWi55z2fDq0he8v6po75AOjy/QiwxxnA2tXSohYmLFY8t9rstsZonS+4808vpVvjI51emtcTfKk+h2bDXSv5Pa5c4892i4zsTYyhHF+cQUwPCdl9IELZ1P1MJxP8PmTjkc59EMw9lDLZczDHhez6NpoU3N5sRwydvSOVLDVJcbMg4s30JZhu08qmE7N+zZz8/WfmeG5z0YjrpamjOFaO3/07b3Xyyhf/ikIGTcUeQ5f+btWbCeaYJiPePobFxPHizLjrWHQctnreRb5EorrkVERPeXJhAWuB+1hUj3NdehLUEFSmJGQWQl0Fp1z1vFL7IaWoqnTscKv5aryJpjyZCneOeVLWk1YdN5rD7V96x9SxZR5X6Rutm1jmVhsmX1n4aei1wuRVnz3qci17e888d4r51+f9kaJTKJRVYTqILFDVepZNudR4zU+Dr9nljjoPtKz3eBJkbOeWG/+TN9HjX2a1r7kgICAgICArYGbFvkKI5833pSLiJWIvJISp5lKO9MI71KrPcI1evO5DNlJ0IlhKhoTw+7+2wJAeM0WoEuqstS9FshIBbR4XpZUdUkQJctCrKuo1zyy9Ck0UIeadAEzyIAgE0q2HrC7dPptBxMdqx0Whm2LANFebg9TEbzAkxoYqv3F7E1iGWyxlpIhgVNgvQ+Pek/i1Do7xzURMou2odXT+9kvoh7nHZNtfb75bnmufp5aUysuJ0581FIUaTT5ZF0bn8OAdWkRkfA065zTJis77V2RP5nQEBAQEDACMS2RY4ITiuzmqTEcS1alFZY8tzbtJJLym96pg1v0OY6pS4rv5bNUqpI5lSJlmhlrATKKreG1KXPSmkr+zJYSrLIpMuL4xop4TI4jyYploUjioBSvRxLDosAGLK4tnJDDt2GZhYwkaGtXPvUSqjlFsnfWW5ui6UIN7NGVSo1OfS48Cf3kW4TP5O2MJHSbSsyX0dRTQnWCwBSlg4kYY1bKc7KVoQ4bsjEJDCVJ7b7TvIa751HUGWRg9qTRobk/tALHnrvU97YWmRNvhdYXTOhu/PK1GRJ94VOr8viOjXx8ZLm7DlKHIJLXUBAQEDASMc28Z+sZhWqNbXwTA9RvuoKTySRqxQyIXaZfERRTQEmhT7SZEZv3k7qZ5fICnZbGa6ro6Y85kUe4/Ss9JVKQClGdeq4Whl5Ln3GRvMaoam12Y3pwsrXbldrh6VwWcopK8NxhMrUsVh62rRGGRaRkXLYDYyU58ePmoF7zpzSIBYazUhGKcbD54zG0v8a21DGdV5Nlgxyce8HpmLp58bXytD9qdtu9UcpxpOvn4H737tdjdxwvXnWKd22jnY8/appuO/9Uxt9Yblk6bFR8lQn9mLjLlNqclgEm2WS72rsXGc73OiuWn/ohQG25nAb+U+seepdMdtuEVCx4pRLjXFt5l6aZ23Ve6oswsP55V3R7qFFll8mZPLJVjcm9prUMYpcD/mzCJGylFO+Ijc5V/X7LkOSKBpoQEBAQEDASMU2QY4AQDYh5v7jFkWnvQ0PnbA9knFjssqrECtrD0KtcKC9Dfd8fCpWL5juu5fkKU5cVp0I3f+e6ah+fbC1lXSuW5ra0Y6ZF/4T63eb6KdjZYjzMiGot3H9S8Zhz/fcVbO6NCMg/J2UxA0zutD7ktWN+nR/MqR+tfpeGnDoWCHnOhnELE+ZI3JQva8bpQe7/NVz3Q+WMk91TfkD0PWXUfXV8SgzJ0w5VN8M9gJDk4bstufJoAjpykMGsfNejxUTOsvNURBHeOAj7XjV5/+Qv3/NInssTxzhn58djX1/8Pfa/GCZKxU7Ap2kob97PzgNL7/mgWx7uU2AT0QEpRIQR7j3rEl45O0zG1Ys3aeSn8vhNOUS1r1sOlzPaHuvEFtqpQyep2IBa2/z32Vr3xJQsyLrOVcqNUKIs8UNKN6XqPvHsuAapMmx7KrsiPtZfXKwBv4LCAgICAjYmhC5rXRHbX9/P3p7e3FAdBTaO8cg6u4GrOhAysXGdXXgH2f1YoevJmh77OmassfQhIjvRxHQVsaTR2yHKX/oR2nF2uKoWbw6TQqTG9UJ196GeN0GoEpKpo52ZRGuusLnujoQDQwBQzkbwPPImij+5foZMEOV4kAA3JZUeRZlNGrIWzUsHFyGJjpSnlgFKk0it2hLAyt2Yu3hvhQ5tUtXniLKclhKv+WCmXH7qiur3Be6Lov0SV7plyiq78GhciyXMhlnbQkrl+BKMaKh+uGdeS5XmgRSW1xHWy1y28BgY2x0XxaR11IMN2YUBqaMQeeDK/22iPupZQ3j/oljPH709uhc7TDx5sds6yS/O9J/9N11dWDi957GHdfujjnffdQvIyePjj43tP0kzLngH3jsuGmINg002sBjUbQoUy7h0bfMxNTfb0T7I6uyvzkMbj9b6drKtTHdPNion+st+pnncpzLRA/Mje4JZJ455+D6+jG4eT1ucdegr68PPT09+XVvg5D/TQeWj0Y5astN9+KKVvdsI0RtAbbGaHXN6nq+6mmxrmZzr5V519K8KufP/xRbYbS64aprWN7/5+l3Ztjqepau2xU3hJuHrmz6v2mbC+Wd/jPXiltd0Yk2D2Luv6/2N3BbShJD7pdKwOAQpl/7WEPppLJbCsvtHKJNAzUlK68enUe1AZUqovWbsoqetVeJwX1STfw26DQcDpnzyfdS3FB4NRmwlH+jH9K8mjhIniTJKn+aCDhXKyNWViktg6WI831pg44CJ2k8N8fIl1uQOACqXCmviJw4B1QlfdXPn2dBi6IswZDvlSoiTTbz2q4JT/1+tHnQH2NLjrzvcS1f1L8Bnes3NspgS4q2yIkbXdqXtX6bcc3jyID7jesXqwztvYsGhrDqnRMwJ3ky+84blh/ve/2zbUUfHlg0D52DK31iJPVwwJac35ANc6pYu7oLkx+BPRd0H8p1/XfnsX/dDtVX9WH2h6u1BY28PDkLG250F57edzIm/t+TwCA8i5VFjNiClM61co0suyL3woCAgICAgBc5tilylHvivFZUWbnIIzLWfVE4tOLJChGv6PIKdqXScNezVnn1/iL9TOqxXJRY7qK8DK2casW31dU9ttZIOXlR0HRdecRHWzpaSZ+geXrLqmURpbx5VC7V2p0ocphXFlt8rLZbVhCLUFnzhWXNI4G6PZYcXL8OOMDts1xMLUuO7vtEyZZn+dHEWa75XS2yvvF8lYWMuryptYXr0e+DWOs04hgYHELnP1aYewkRRbV3W9quLToAUE2w67nLGu23Qo07VzuHqEwLElTXjJ8uQ3LzqPqihjEOnEd/TxIkPV1Y+4YNmPD7EqLBIc9qVEvun3vkHYcQxxiaORH3v7sdu577NLB+Q211r4UF/oCAgICAgBcbtg1ylOd+ppUGWem1CFCR5ceyDOk69X210TvS9638GlZABllNbrZ6K0pauZyvjPOnVui0Qm0RDU30dJkaecSHy7WIgZbfs7BFNWKk0wssEqgtUlGUtQZZ7a5SuVWXlVP3g65X2scoIoH6PpMdqy91f1qWCAtSllL6a+2s2hYqTc70s7x+0XPDIry6Dqs9eW0BfALEroecT7/LeeWxCyBQI0IS4a6eP9L1SahzmWt1a69XJsuaJOkBrZnxJIJXEpJnvY/cL5m5HaP0VB92/GS55ooLwCUJeE+RPtvII0tJgvLajWhfMQpRpZoNWBNgwiUOLnp2DHI43J9acm0aJje1llyF0OQA0nJztSUZHJ6DbVty4RkO16ah5vNg2FzZWnKRfPbuY8PlitnMHW646npe3UtbeZ9acn989lb6lto0TO//sBxa+2zdDVt0Yd02/B/on3rmvqWo83kqrCzxZ5GyxJ8M7ZqjN4oXERodNYvLsywEeXklfRzXiBEfYMkKb94qvqVs51kJLIWd69EyseKcVycTWS5XvzDp3hy1z0jXx+ljpXxqC4fVzjywpcUiOBZIWTX7yiJO/KeVfGtsdB8zeB5a5NSqRwcQsOr1CKS/n8WbFyxjMxKn8/Fc0BYuazGD5ee6rT4p+s6WvyhqKG5WUAq51uRb7lcq/jyW/nKNA1pzFxbkndWLB5osW32dJDVXy82Dqdw6fLjlWhfRXI76N2Cnix8DNtfdgYdrD8XziIsuugh77rknenp60NPTgwULFuD6669Pnx9wwAHQwSje9773vYASBwQEBAQ8F9g2LEeAv7qTZw3Rz/X3vDR5ViIGW3Oq1dqqK6+AyYqyFaQh0xa6z8o2r/BbK/s6vXONVWzOI9YkSdMqLIsIo6hMVmiZkOqxsBRoIGu9aCZnMyKnZRblNIHfl1bZeW1k2a39VRZREPBeJw2xauny84hF3rwSZZyJp26rkA9WtjUZsdojaZiMRFGNEOiVYE3orPFimXW9vNdHrvX7as1FvRCiv3N+y0qcR9A1QdL1cbv4tyOvnQyPwOcQkiJLUl5eq7+FAFrl10mVa8Vq/SLFjBkzcM4552DnnXeGcw6XXHIJ3vSmN+Gvf/0rdtttNwDAqaeeik9/+tNpnlGjRr1Q4gYEBAQEPEfYJshRVCcAUbmc+UcPIH8fkTyz9hcVKVCW9YjzlEo1BUM/FyVDhw/m/NbeIEvxYUUR8MlSXQavbM4jZbZCjCyiwPm1Imq52rGyzX2RZ22xrCEsQ54CyPLlWTisdosFKs/y1UyJ1+Xp/tZtskiS7jfuH977U6365NYIYpDpNyZSlouZHqNW3SU1cbLIGsuq302Z83lk1JqnTPA1mPwwodGupfzO5LjBpvBcOA3XWyFpHJJb9hTpfVD6d6VoLmlLUB6avcvWXG9xYcNzr6tfI8mPbPdix5FHHuldf/azn8VFF12E3//+9yk5GjVqFKZOnfpCiBcQEBAQ8DxhZC7xbSniyF+x1kqFuMCk6Q3llZ8VBUeQNNazZgEVJE3eSnOzFX+tlLBCK2m4Dqsv2A1Hw7KqWFYWVtyK6uE8fK9oQzkr3CyDRaQsksGKt5aZy9ZkSbclJRORny5PJqtfI5XXIg/6uW67lr9czlrcrP63+ldbOqy+032myTmn0XLktcnqF8AO3KFlYDc9TiP3rX7l94gJiu573d/aDVZk1ARKfwoxiqIsIZI/YxHG6TyWRc+57B4fnq881zWK5iV/1uvSbskpCapbwhv9NDLJEaNareLyyy/Hhg0bsGDBgvT+pZdeiokTJ2L33XfHokWLsHHjxhdQyoCAgICA5wLbhOUIAJA4uJj+oQO2cq9XuzPlkOJjbezmdEVBHCSfpC1afTbbk+PWwy50TLREydIryXql2FghzhAPrRBze9j9S6/CFynMjLwxKnItayabbptVThwBziA7Gpy/qhR4tqwUEUd+Lp+WdciTL8dVjmXKIzIWosg+A4qtmCxbkRLO19wmi2zJd3nX8uZiXl/JtXZjK2qrVT7fYzc8fhetd5rzsluqhaL9TzqPlFVvS7qnh39zDOIacZ/oT8mXNw5FfaafVSpAW1u2H0sliAWptlgwctfc7rrrLixYsACbN2/GmDFjcPXVV2PevHkAgGOPPRazZs3C9OnTceedd+LMM8/E0qVLcdVVVxWWOTAwgIGBxtEM/f39z2kbAgICAgKeHbZ+chTFtb84qm2qL+VYL7SyzESJFY1WCJAOtsCfFonS0Hm89miFvp4mb2O5Tm9ZQvKUUp1fp2eFVfeTLkeTJt2GVpQ0Xa/VPiYn1SrQ3lYbd+l3rcg7VyMIifPd07hsHiNJm7fPRue1iKieayybnpNWe2UuF41ZnsLMhBXw28xlMFnQMhYRGIugWe8Vl6MJVVF7uJyivS3Wvjy2nPK9OG64uvG7y3Xq95ff4zwLkyUTp2Orl+yTYpl1eZbLne5baYeeO0Wkm9Oo+eaF725rS9OxS12jGCJIIxRz587FkiVL0NfXhx/96Ec48cQTceutt2LevHl4z3vek6bbY489MG3aNBx00EF48MEHseOOO+aWuXjxYpx99tnPh/gBAQEBAcOAkbvEtyWoK5PeGSGWZYSRp4Dnuc40AxMnT7Y4+127+XEZrNCJbKzcWEq7/tPtMlajC61n+n6zFXurHK2sWQqbRex0/+W1IYrq0fgK2pEStybtZXemhJRlkTvdS2a4Y2pyk5ZpkJU8axX3T5LYZ0fpPtTEyAp4YVl8pA4rYIQmQbpcTf7y+pLlzptHlUojjchk9Y21wMFkXb9fehHBev8suTmghN5/JPPScpstsi6XSr61qsidV7uaSn4Gt1uPmU4nn/Xvjq2EivBY0OcebS1ob2/HTjvthPnz52Px4sXYa6+9cMEFF5hp9913XwDAAw88UFjmokWL0NfXl/499thjwy53QEBAQMDwYeu3HAniKF8Z9NKpVVqt7Fj3ed8A37MUr6I6o6jYRccqV1tweEN9HiGwVugNVxlTsdL59D1dDyuoFoHRCjeny5NPl6nbJOlKMZCocqw2NLNC5Fl0+DqKGkEbWNHMs+BUnV2HLjuNkle/Vy75wSF0v7KsfMYT9xv3Gd/jfmHoPHLArUWqWulrubYIaTp2ai9Q3mIFgwmkrkMCIAiZ1e+q9YyJL9/TVmIpo8gibLnh6jxsSdLpLCuQdsXVc6hoAUONUaTz5BFRgzhliNJWRJiSJPFc4hhLliwBAEybNq2wjI6ODnR0dAy3aAEBAQEBzxG2DXJkWSDqcIlxSGORcpS3F0grE4Y1wA0OIWo3DtzTLl9835KLv+eRBw1+zuGaLaKYZxnQ5UhdeVYe/sxT4PPKtWSXz3KpQRZ0GV4/5fRHFMELf61JmpaH2yDEgO+Lqx0rtZw3T1lkq4hFLKUNeoykPm6brsO5rJxWm7QsXKYmTvK9ooIgWNYjLlOTbEuJbkU2PYesvCIn39PknIkQt0u/17LYoKEtRxYpKiJNYmGy9hryd7nW77fuH8ulldubXrrab12LJColPEVkp16GdrEbiVi0aBEOP/xwbL/99li3bh0uu+wy3HLLLfjlL3+JBx98EJdddhmOOOIITJgwAXfeeSfOOOMM7L///thzzz2fUX1RqYSopZNIC9DEhbG1AzSfnQhpXa0cztjWgsrR5GDbwoWsLamnBXlbQ/MObDYOrRzw2gpaOdDTVYaal9PsYODhOseshXJa6ptWyhmOA1yH6zDkSvP3EnFzeZv1TSvvJFzz/m122HQNw/M+Dce7UCRvq/+ntg1ypEFKRsSKCpC/30ev/OpnJXLZEygrkEeMuDwOlMCWn1YtT9ImKdNa/WUFi61C2iLCiCMABhmUdJaVSytaTBy0PFaevPxyLUp/HinLuDVFACJyhyPSoZV5vSdJ5JG6LKuNlKXbxQQs7fd6W7hNeXuhdHmptQD+M22Vkrr1HNAKcTOioQkGy5S+B/V+tVzwWD5N/PXYST9x2VZ/aHm43dbiQBw33PO4DZo0yTNNaFr5EeWFC72fSELyW1YkDZ3XeieaWXXyrut95KVooW0cptvPSlYiLidxI3q/0cqVK3HCCSdg2bJl6O3txZ577olf/vKXeN3rXofHHnsMN954I770pS9hw4YNmDlzJo4++mj8+7//+wstdkBAQEDAMGPbJEfWyqvAUs74PqfXik8U1RTfqK7sceQ4qy5WwoRglUuNqFV6b4mWkeXjZ6UYrq2MaHCooXRayjD3AxOrUgw3uqumUG3YZNfFCjS3X9KUS7UynEO0bqP/3LLUaHkAoK2M6vgxiNcPINq42U4jCrrIxHXUFbVk7BhEQ9VaGdWkYamxyIomi3Vy5UZ31R5v2AQvGIJuE5elzkZybWUgjmvjAmM8LGKk5HEdbbUyBgZtl0GttIqli5X9cgmuXEI0VPGtS82CTHCfp2Si2ugPJkKaYMm1rsMaP/luLQhwf6dWGCJXWv44blgatQVL0lqWJ8B/z4vkkudFFl4NWaSwYJEtLTOXY1l26u3J7AuyyHReGSCCRPM4l/54B23H6RQfKfjWt76V+2zmzJm49dZbn0dpAgICAgJeKDS3/21tsCwNpEStf+l0DO4wqaZQeauitHdBb7wmUrFp58m4778m1PJb4I3blhJVKmHwG1Vs3nFycTssxamubPW/bBp2uOwJOO3CV+TypPYqDXx5M3DhuixZlO9F7jZ1RXHX794PfHU9vOADXJZ2X/QU1AiuXMKB3/kj7v3oWL8MTmdFW0utLLV2HXP5zZjy7WW+7PJcPlOZDCtFqYQdLnkEPd9Y5delLRpR5Cvh3MelGKP+dx2O+sntWYsFf3oKpiKRzmHMd/px+NV31IiWQEgZX0t+bV6OIjx03Ay87EcPZJV+TZYtS189zfJDt8Pqr5Yacgg5sEhSKotPjJLeMVh+2IyG7HpfTx45I8uqG9MFN2ZUY1GC5ZU2VarZPTlMWjvagDpxzcxrlklcFPSCiGcFM6y9YkGKY7gKubRWq1myuKWBXrhew4obqffay2e9k0abotiYW6YoUY1EjeBQ3gEBAQEBAVv8X+y2227DkUceienTpyOKIlxzzTXec/kHqf/OPffcNM3s2bMzz8855xyvnDvvvBP77bcfOjs7MXPmTHzhC194Rg3M+C9qxVxtnn/0TQlW7d6VXmdWj/WKriIPrhwjGTKUX95DIHVqK1IdK386Ex3L+nMaVEBI6nJ03/007vvobogqVV8xsiwTnJ8UpY5/awPe2wUMVfLdeAzlndt777E7AO8b5buw5bWjbvFiYhMNVXDr2/bGrp9fnV9/ml+VTfs1fnz0/ljxzkkNS462jGjCJG1KzwCq4p8nbI/+UybY+5g4P5MrlqmaYMP/m4ir37Z/Q1HnICGp3AYhl7JLMdb92yT89H2vrY0t1y9WRiYAmqSValaWWdetxfVfe3W23zit6sM0bf376BVVrO4fbVsxNLFhBV5kK8XYsFMP3nn69XCykMDy6rp1WfX2rDkvwSE//EOWxGuLkB53WhCZ/YNlWHZBZ2NBhEixB73vkPr1H6fNrJE0kZ3/SIaoTCHDpaw4BtrKNetkudzchZYh7aiXkebX75deVOB5IlHz4rjx2Qx1i5JT/TvS9x0FBAQEBARssVvdhg0bsNdee+Gkk07Cm9/85szzZcuWedfXX389Tj75ZBx99NHe/U9/+tM49dRT0+vu7u70e39/Pw455BAcfPDB+PrXv4677roLJ510EsaOHeudNfGMIZYKjWqCeZ99Kv2ecaHhfJbLTDXBqPtWYN7Z9fy8J4fTanc7fjY4hBnXPJYfrlm+a+sDK2AbN6PjoQHfpU5bCIrccapJzW1LrrkeoNEuy0Ign5UqIleP8sSuU3nQ+3Pqn6krXNp3cdatDcgSn7oCnpZhESH9KYSIp0Zd7mjTQLYMi2wmVJ4KphD3ra+VL8RGn6vEbpYyxnymUQLE/RvR3rfBd9nTyjqXxbLVI+TFa9dj6g0b/MAKnE7axiQnihryJg7df1uB7juj7Nk81nzhsgXVBN1LluOGI1+KaGio8dxyVbVQvz/uA8CvSvsgqmzKn9N5cjkHVKq4a/FeGNtfASob8uXVZaiQ4Mcedht+f/V8lNdvtF1wAf+cJdW2padNw6y9nkTnKXGWGBYtbAgp6WjDQ4vHYM4nNtTmKtdjRQXUc6VcRjK+G3H/RmBwKJsuZyzTgA11ghY5BzfUfMN3QEBAQEDAixVbTI4OP/xwHH744bnPp06d6l3/5Cc/wYEHHogddtjBu9/d3Z1JK7j00ksxODiIb3/722hvb8duu+2GJUuW4LzzzhsecmRZLYBUWUq/A76SyaREu7/Esa8oSv68wzQBnySxwpYopYjL4++aMEldSYKMUVDXo6EVJ4vMCAkql7NyWQqcPqi0qE2ayAnRgPPva7mslWouP3F+Gc3yentwlHza5c4iWcp6liE4TLrlfkL3WDbn4I2j5Jc9P0CDLFpBHQosg+b4idVDvrP1Sc+/oYofuY/rSRI/r7bySRmVKhAljXbwfjCWjfuYy65UEfG46DzcLn02GJGWnr8s8/NaCwl55KqOPx0zF+WhtQ0Zi/YoGsT1Jf/zFCqTxgPu6UZazs/jJ++4auuU3nXwQo/pSEUGwXLOISqXgbYyVn22Clw1HZN/9Wg2H7ediZHIWi6h7+XT0XPPakRr+msW+xY9AwMCAgICAl5MeE6dw1esWIHrrrsOJ598cubZOeecgwkTJmDvvffGueeeiwpFlbr99tux//77o729Pb136KGHYunSpVizZo1Z18DAAPr7+72/FOwDbyleQEPZkE/LusT39N4CXvWXssVNhV1s8lbGq9WsMlak+GuFXJTrSiXfMqTJlFWudY9l0Uo338sjPnwtir1Wyvl7UT9YSqrsN9FysvVNrEKcR9Lp/Sra/UqQEhtRCnOsFIlS8i0roFde7M8dJhVW+4VoxZFddl5buF90PpnbqaUzKi4PsC14GYJs1JMq+fQOMSmVMqRf9BzX/cJtsci/XuDg909Imraiscz8/nIb5LqaINo82ChD/zbInyZJVEa0cTPaHl3V2B8F+HuSDGsT/3ZEmwYw+tSqbyVlkqvzMsFJEmCogomfLGHSbcvT584gYObvRL1/nzg0Qf+88dnnAQEBAQEBIwjPabS6Sy65BN3d3Rn3u9NPPx0ve9nLMH78ePzud7/DokWLsGzZMpx33nkAgOXLl2POnDlenilTpqTPxo0bl6lr8eLFOPvss7NCRDFqsenJDcZayRZIGF3ZQD04hKjd2GStoVd6deSqPDLFAR5aJR5WOrnPsFZ884iTsaqcKddStFmRt+Tma1HMNaxVZu0mZpUnn1b0OA1OJ9/F6pK3F0mXJ8p5etiransecZXv7DrI6SSvpBerkiYMXFekytLl5Vk89LVF9p2rueCJzAnd16TNCtjB16Wc945JniZW1jxk4izyWgsYui8s8sb5uU3cHxI9ktuo+zCv7VZaK8IlL4xwedpNkq+tgA9SXsUIGMHy6d8RkaHeF/HqdfWxr/0GRjotF1m32KXBGoYqmPe5Ffb7HRAQEBAQMILwnJKjb3/72zjuuOPQ2dnp3f/Qhz6Uft9zzz3R3t6O9773vVi8ePEzPkl80aJFXrn9/f2YOXNm7UIsR5YyCvhERSn5soE6PSxWkyOLLGklp1kalknkFBc5TWiakSJxeeN73LZ0tV2dUcRy5im9WjnnZ+Iilkfi8siocw3lm8vQJC6O0j0zuWSMv1sWDF2u5TrISqxFSLTlIzHksaxYQLHiqGXm/VeWq1seNAHT/WMRDx5rfU/vA+N0OvCCVZ8GK+o6Xd77aZFWTfysOW4R/vr+mpQESF49XlZQCT2vZa7oQ2WlTC5fExl9XUT0LGJl/bZYpMgi/XpsLItWE0R1q1/6u1itpu0NQRlag6tW4Z5lZL+ohQNImwsyPIS2lYNXo7zfBYJrEgO+lYNtW0FUbi5vK4d1ttIm8/B3rqeFRYWWDtmNm5fT0kGxTepq6UDVFuZVK4eLDltdTQ6/bXrwbYtoaZyGae65Jge4DsdYt1pOS4fftlBXsznRyiGxrR1aW4znjBz95je/wdKlS3HFFVc0TbvvvvuiUqng4Ycfxty5czF16lSsWLHCSyPXefuUOjo6ColVZhVUk4cCOGt1nRUTy1Ik362zjvLArnl5e0gs5diyNunnWsHV+530NStWlrKpFTFLIbdk0Qq2Z0mg+3HsB19IjLwsK5dvkSdtjbGUbzn0Vtpn9aOkZ8tN2qexb+3h8bTKKZI5tTTlKLgCnps6qIWAz17iMvR84vFmQlap+ES9BWUgd57qMnQ/W4QmjyhZiwgCJv9eX5T8Oabl1URYE12LkGlCqZ8LisiMEDK9h9F7P5JsXuWe5/Wbda3uu2pSWwACsnuUCiD5IjR+H1MlsVpt6R9lQEBAQEDAixHP2X+wb33rW5g/fz722muvpmmXLFmCOI4xeXLtbJ8FCxbgtttuwxBFPbrhhhswd+5c06WuEHEEuMRfzWR3FSIz6RkkopjUlZmo/pcJwsD7EPSnfLfOMtHpUlnj7P1UEa9m7/F3rUDrlXVRtLQirEmipZiygsqKpSh01sp03mq/fEpenUbyVSr1QAM5bdL7hKz9RLpucaVjEsB/vHrHezzy+kwIjCinidFHuj+sa4G1am+l5b6tb4bPyM8khMN8MwHgsdOkl8eGV40sRdyyarl6X5fibDoBz0kmGHo+WHNSnpVK2eeyKKEJmEXYuO1cfjNrCyPP4mM9598M/v3RxEpboXgMWrFgW3NOIGVFtdDi6d6iehqn20x5XT1dVPLHKeL6WlllDAgICAgIeJFii8nR+vXrsWTJEixZsgQA8NBDD2HJkiV49NFH0zT9/f248sorccopp2Ty33777fjSl76Ev/3tb/jnP/+JSy+9FGeccQaOP/74lPgce+yxaG9vx8knn4y7774bV1xxBS644ALPbW6LEOUoqayoAI0zSCRtngKSp9DojdcaeRYkTVD05u9qNZtOrrWCr12wuF6t9FlkRj/julip1mXmkTNr5d1qBxOaKCLXJxoPSRdFviWEr4UE6bZI+UK44igrR17703Yb/VlVineetYTboO9ZfSxlZwgczQV2feOgFOxeVrSpXo8Rj6MVNESPvx5fnntp9DmDHLP8TLS1HBwcJY9s6760yBUr6xbZ1eWq34VcUiV9oV3kuIwiImO5y/FzazGFXdi47yyrT57MKm0U+++ed+iraru1DymiPgwudQEBAQEBIx1b7FZ3xx134MADD0yvhbCceOKJ+M53vgMAuPzyy+Gcwzve8Y5M/o6ODlx++eU466yzMDAwgDlz5uCMM87wiE9vby9+9atfYeHChZg/fz4mTpyIT33qU888jHdMm4s1EdHfrT0BeXuGtELDymNRXn1fK3/aTShVgqu24sRts/Yp6bayHByWO69clpM/uZw8efLc0+RZuVRXoqlfrDOPJF/eIr2WM13FrruUiZIu+5r0obFWG0XR1s9ZHq7HCqCgXdr4eR6YZHD/MWmMIn+PlhApTpuoPpQ69VlRVtubET6LVEh/VSo1OS0SXARNULgtTJL0NZfNxEfLbhFzK49lNZRr66wiIYbymyBkzHLDtcrQ/ZO3LykvrcjYbM9Q0WKA0V7tLuecg7W/Qu7zpxnJMSAgICAgYAQgclvpUl9/fz96e3txYMdb0T5uYuOfOv1zzwRZsPYOyX3A35cjex3kk5UkwHaTaYUoCSyl1lLW9LVlmdCKcl5e63sr6fMIhHUfyN8Dwwq/tqxoQqDBxKpSzVoFLDmatcVqe14/5D23IO3wDnKN/HDSTM44n8gn+4B0uVbb8uaMRT6t9gg0YeF0GhYRyZsT1WqNTMm1nrtcB7dbl6MDKwD5fVgE63neXBKio6PyMWHSvw0iV9Fvgk7XCqwxa7Vd+rmeJzn5U8IURbXf0zo5GlyzCjcP/BB9fX3o6elpTf5tBPK/6YD4zShHz24TeLON0q1t4h8mItuCO2VLARmep4iHUcl49xRaCsjQwub6pvUMW0CG4RnLppviR2JAhmZBJloJyDBcbWolqEALc6/ZguNIDMjQvJoW+q5gDCpuCLckVzX937Rt7JqtVn13j/r3yFrZ1dDuLAKZLEyMBJZ1x7on9/NWs/MsN9QuM5/UYyl0fD8vnyiYeqVey2VZFRhWPWy10PUADauO7FfxCGfk52W5U3dEpeBbG/65H7SMer+S1YY8hVLLlUdepZ2ekp1kx6hIOdWuYnnklC0Jus91HwqJ1nvkLCtNqxYKLZsuUx+SLGBSwXnEIpXXXq7TIkJ575BFyvR3a+4zKZL0mhhxm/h3oGixJC9IjJZfu8AVESPdrrrs3p6jorknJMgad2dblQICAgICAkYatg1yxIzWWtG2iBFbi/QeI53fIkZyv2jvQt6KbJ5ip+vO2/DfTEZdhqUA5ilamihpFFlpoij/0FK+J25wvJ8ninyLkpAYJjNFpFSTPb4XU/3WgaIWWdCya2VXu+TpvBZJiaKamyGXrfuQ8+p7cYRkzdqsYq+VXouQc5mWO5eWJ4/Ul2KfkKYkIs62mRR0k4znzbO8ua7nnhCfSsUm4kB+FL4iUsyfQpB4fxT3oVUnL7TouWVFuNMyeO+KsjLlkSouvy6XGxyySY21UMJtoTI5r3P1PUeJy+VoAQEBAQEBL3ZsG+QojrIKQPpMKYKaKFnWGYlAZ7kZ6e8Ca4N7nlVBnhURlJQwUOAG+dRKjKXcWKREK6aWAs/QxIohpKOZkhlHfr2iZBblZaKkLUl6L5FcczQ73QdVY2xSZTIC2sq1/EKimJBpIpD2jVKgpU0c5csa82pijxP/6Uh9lDceNzafhLM8XLZOy8+10i91aTIjcum9YlYfc/AIiwRa17rNee+zl6fkW3f0OyPpLesau6HmvU98bS2uSBkStZKf6U+OaskEySI82tKmA8HkkSROE9UjznH/axdEInWOvje1EIX9RgEBAQEBIxjP6SGwL2rkBWCQDe96T4AVTQrwlSpRNGQ/iShmEkghtU5U/XI57HCepSEPev8FK5L6TB9pV5FFA6gTgXr7OciAfHJ+3gPEfSEyxPD3CIlbnfSTzutZX0h5ryoSwso4yydkybMOiBIoii8aY6ShyU6V6uJ6uK9lrGXPk1i9OB33HefRY6Bl18RFH7bLZeuVfmvlP29/G5eXR6Itq4h8WiTTmrucTveDzDlNnJIEgNq7Y7nd6TbkKfFR1HgHo8jf76QDJ+jAC1ymfs7XHESFwb833B59kGze75Pcq8uS7pvU5Qs00dX3uU1WAI/6d/OcuLzfpmE4gG9bQNRWRhQV/AseDv/8VvYKtEJmW9lH0Yw0o06ym5XT7DDZFupp+n8TaGkvX9TKofStHGzZTJ5WxqCV6TBM54tFzabNMB0c3BKG65DiYTrkdTjQ0r6ktvbm5TQ52LaV+dB0rFssZ7j2xDXrm5b2YsXP/jiJrd5y1NA7czqclBvX1YGBHSc3XJvSfSw5SrS+bivjyTduj2TsmMY9SyFliwtvIo8jJOO7ce+Z29WsFVZjtALtXCOsbxQB5RLu+c8p+OcJMxpWCq08chl61TyO4NrKmPqDpzEwZ5LvvsYKkUxyTcDqhMF1dqD70vXonz8daehssfRwfsuKUr/n2sqYdeVKDE0fb/eDgJU5eS71xTEmX74Gq/abXh8T539K+rT9xp6jcgkPnLod1uw73f8nxkEVpP6KOtdKCF65hP69p2Hd3tP89FKXJkpahjqScd3YNHdKbY5a5Ef+8vbSAEBbGa5ndPYfsp5beYQLAMoluM52fxw1edDfOY3Mq7Zyrc/LJT9/WQU40G0R8FlKFrHU5J+JGM1XD5Ybra5X3l1+rt06iyJdAt5Zal4EO/27w0RJ0teV3qiofMvCxfLr9kgaY9xcHuniIuK4piAHy1FAQEBAwAjGVk+OnEPdBz6qRYTRSkGqbMTYtOMElP5jJVyZLDmlkr/vSKBXdstluFKMDfutR//cXl954rqsPQRRBDc0BEQRhsZ14SXzHifhkVXwvMYhY3kqrSmj95+0yVorhnmolxElDvesmYJ4gKK+6QhyfG2t0juHOx7ZHp1PDdautZWmmvj3RKFS7nT/XDcB8eZKg2gw+FBXsciIPERaets2IR7KUaw1qbIUyCTB9q98HE/NJ0IofWApmawcU9jw6H0r0Xba8kZamWeavEob5B4FpJjxP4/gY1//frbNun6OrMgyxhEePHE6zrnuEri2sj92mrTp+9ImAA8dtx2Ou+42uPY2Pw2HIWeZ2CJXH+P1e0zD6679W41kaYtfpZolwFrGOMLADpNwzyemkKWyIbMbGLTbIkSmToyGpo/D4Oz6QkC57FlmvLqrVf87kJbjujqA9jbfQqwPbpVP/TsgIfXLBatd1mIMlyu/N8p1LjO/rE8Gl0PPIz2e1ncer7y9TwEBAQEBAS9ybPWhvF/b+Va0jZ0IVKuNkJuygVoHNCiX4MolRINDvrsPpXWDQ4jaDfOsWEzayogqVWCowPRnRbISpa2NDj/lsMXWyrXc11YXUbpFwcyzHnE5uuy2cn1l2yAVXAavUivlN1WKhUywK5uWm8Hudmz90mf56H7RfSLkge9bYcL57CN2keOydH/ovFynR2hIWW6rEehoYMiXXZMia6x4jraVEQ0M2q57ulyjj1xHG9yoDsT9G7N9ouVhkBxuVCcGp/Wg45GnG/NMzjeyZDfKTcZ3459vG4edvvFEI4y5JT/f98hHjL59pmPy6f/EwImjan0+OJQ9J0z3BctRLmHy5Wuwfddq3PGmHbPh1HOIvydHuYT9f3YvvnPl67DD/z7qu6dx/ex2p9qXjO9Gcv56lE8p1X47jN+eRmK1N6lueatMGYvyqnW1/LyfSRM9nqeCOG5YqytV3/LI/ZG3gAA0XIidw2Df0/j1xstDKG8DfMxEYSjvVtzqhsONarjc6loJjd2CutHUFdD6n5GtqHmaVkLkt+KWOBxudS3AFekUdbTkRjkcGCZXt+EKe90ShuNdGaZQ3q2gpTDcTdzqhis8+YvJrQ5JC7+LBW51rYby3jb2HCXO/5HTG6JF+ahUa8RGlCLZC0DKSVQihUR/VhNEyZCvUHCoYnbp4WuG/ACyAmYRkFQgQ5HlTf2yEqwVG9kfY5EV54rJnUDLla6qE7Hx9hRFjfvaksRtkEcin05vESSlNKdWpcTV7KMWkUg3zEu9Of0LNPojrqfnvJrAWMpovb5IW0Ssuvi7/qxUa+Sd74sCLAfqauXVI4cJoqEKonVJlmxalsYcq1K0eQAdD6/yy5Aw2xb5Nu7HfRuw0zc2Ns6lYpmZfHM+fl5N0Pvn5dh8Sg+ipE4WrTOQ6n1vEo1qghUnTsHytu0QV9Y17vN7Yi1SiEzVKlCKcc3igzDr3j67zQK9T4rJZnsZM0avxbLSJESDan5oMsQEPN2nVUbXuSux6iuz0fuHJ7K/bVV19pchx4PvnoHIATt861G/r7ndeSjV3SwBRBs2tabABgQEBAQEvAixbZCjomh1Aq2AAQ3FjMN6553JAvibvKVMHQEqbwWW5WCwFSKvDVxHXn7LlYbJgCYMrIBZea3VdG8lOsoSEqlPCJO2JmlFTLJbxEYr7vIplhDvMNkC0lK0Em5ZdoT4WUo755GxZysYt1u7mVXrZelzoMqlxjPJK388L4osQCJLFDXc8NI5Hfv9XzRnuY0JAOTUZ7XRssJoN1eL1HEeTZKjqEYW2TppWav4/dV1RRGizQOINg/YsjrnEyPuG1k8SRzG/+7JbKRBRmYBww/SUnqqD8vfMQGRrATqVW3tLsf34hioVDFw+nj0rluRXYSRPDpMOPdvKUZ7H1DV+8/z5jdf1/Pff8pUJDM2Y5ePDwa3uoCAgICAEYttgxwB9gqo5f/P1hatoIhCIwpJngKgFQiORqVJjEWSWiFyrDwWEZlm1gBjFTtTj6TV7mcpuVF1sHtFtdpwtdJtZGtSnsVG9xVHa8uUVYcmZnkR7AA7Yp2uU1tB5DkphmlZTDAkyppl6WLZ2fqirTmJGls9XiyjJlC8/yedyzQ2QnL02LNyLYsDmkha96Ru7cqVtxCQjif8uavLHxqqzaFmJDrPwsR5+Fkqq0Ea89rG1xLZUreX04tc8htgwbma9Sx2/m+ODsQgyStVRGU6WwkAqlXET/f7iznWPiWLIAFApYqZVz5aH48cd02R1XpWTfCS/3ky7aNWXKwCAgICAgJejNj6/4Ox61fGpaaaJTl5wReskN4Ca2Wa7+uV+CJoxS9PcdWKmihQecQqT9GTvyrttWCFn2USxZ1DSWu3PABeKGtrz5RH6FzjDCFRzLRsLIP2Ry3F2bLZIqH7g6PsaSuERTJ0/ax8ijWGD6yV/VaJutZ9UC75beQ5wtYhfq7LYMuTjBm7blnQ/crjphV8jrbIpMfqGyYJxoZ+cw7LOGgLGPetc0BbW3ZBQPcBy69JvjWftHWIowzq9muZrTKkf6pq7xTPF66f+xTwz07jPYkGWYo4cIPsn9RyaRl0m3QaqdfqB3DSgnk1OAQMDA5LCOqAgICAgIAXCls/OWJ4rkxxw6Kh/fP5HqOIJLEixc/zVpNZgWOlsciiZCloXG5ZRR8rql/n1wQuyVGwLALB4ZTle54ybEHIRUIkoJllSKAJjkd0aaw0wdMKdhz5bbJIqqVUWsSMx0CUf23x4bZae8J0+boMuSd1sNWJ25XXN5pI8LjmER+WVfcLI4+IaLm4Du4DLkc+ud48gsbt0yHG8/rA6icgu1ig+52Jj3xaCxNR5C+45L0XTHLEusMR8aTetH0Fv0NWezQZtmRNkuzvGMPVon565UqZkrdarRGoYThnIiAgICAg4IXAtuNWB2SVIR09ipWTIkuR5cufl0YrxXp1VytdedHpJG2Rq49zdvACnZc/WV5r5ZnryCNzVXo2MFh3gar6kcvSeiIAkU9SWPFNCUMELzCDfBc3KK3cWa5tidQXZ8de96OOUsdtt65Ty1nVtxhyuXzgbZ7VwhpPHkPPjdMgQEXzSqdhpBv5CxRpHou8wB1WO/IUcp1fkOcyKGmsfTJsXbHq5ahzWpaiAB/yXYf0jqJM+O7M+8DPrHdJB4SQ344iN11NTNllrtlvVN4CjfUuMJqlzyPEFuEKeOZoJbpWs0hTrZQxXIf2trDPrJUIXJHlhr2laKWMVqJ0NVvYA1qa91GzgytbGAPXQpvcYJNDQQG0FJ1wOKy/w3UA6TBFU2xazjBZvIcrul5L0d+aRaN7HiPRDRea9l/pWR6O22KkxW2CHEWaGABZRaWVcLnZgrNlibKsFaQiUsMyWD/GrSqgQL71QCucrLhb5eQpeFwWly/3xQWqvc3ez8M/Yhx8oOgfK0e80+5lIosV5lvXJxYivXfFaoeWUT9LCZA6jJXHiYkal1dRkcO4/iSBF7iB26zHK0/mPJIhZep9NZzHshAllFd/WlYQy1rDe4j0PNaWM8uSpgkml9kKMeR7el42IwmaLFpyadLMvwnyjF0N+XdC9iNaFmwryqZzjbDZ2g1Yj6MF67dJ5+d255Wh87SiSAYEBAQEBLzIsfW71UX1w19NxTmxlQi9kqsCN7gKhdsWRSUlHWoppJmiYREZ+c5/nFYripyelcG8FWBZWc+rW9LkKcFaIbTSCzHgPUHONVZvdJQ0Lsc5eBHbmHgwMkqvOpslSRrucrKvSQdz0Iq87hO2mFiKtn4m9Qo0EeHzm+S5RaKtevIg6Xmvjw4ywq5gXDav0ugADkwKWC7tVmYFMRB5gFoobO7fZkTKUra17Gz1Kpca76QeW00ciurmucZl6fegGQmQdvA7o+stlbL1aeuR3rclfSMueNIPsl9JwnXrci0ZrLnF/a7SOus95HSUPuL5FRAQEBAQMMKw9ZMjcUfiaysNYPvvAxnf/0hcbvLSeySBzJHWyrnks4iRhqW46PTNFDnJX+T+o2XhfIC/n0M+tVIqYHLB11x2rNplkRRPSVSkS9LIOTuch8Noa9cw+nSbNvnkgGVOgzhU/fx5yn4zglMPvWy6S3E53L+WIq3H3SI0ea5Vco/P9bLSWS6P2nKSt5eJZeFnnJbLs+YYy8TlcH9VE0Tt7f5zTbCs94DJmF5UsIJEcJ80C7KS9z4LgSkC96n1rue54Wn3TnXtNIm23BKpPkd9mNlrZM0X7/vW/68lICAgIGDrxLb3H0xvatbEiN1hWBnM25sE2ISFFUq9ip+JDKeUGs5vKZtFK8BaabcIWd6qvC4nD9riU2qiHLNccl+H2ubnlmLskUnnuw9Wq4082l9Vy2AptFGEqLOzUZe25oisEvDCamveKr9uA48LK9ma7OixZmJhjbl+rsffSm+9C5o8874b6Rspg8czirLzQPeP7g+t3DOh0aRNnsv7KUSY+4vf4bz3QtetSZAmVpYMnKZSKX5XMkQ7h/TofshbeLFkl98PbotBuCPOp/dxaZmj+tlwPGbWvHIOHMHOyXWLft0BAQEBAQEvNmz15Ciz4pnjKpd7BgkrytaeAIal+DD5SZXInKALWiHmVWxWqC1lW/6KLAWclz/1d62csTw6Eh1QIw8c7Y0VKK7LUkS5jky/1a1+YinSZUt/1w/iTGVhhV0TtZIaI4twSj9xaGxNQMx8UcOipQlFHlFhOEckL/bbqMmxjJFFBPT80c8sxZjHj59pUmHJIW1kV02LwOft65Nn1t4kixByHVZb5P3ShE2Xwf0kY2RZU4rmK7/LnKZqkDstvyYpecEWOCIe/27JfqNmgWSkXVpG3sOkSSG3nfstIhc7o0+bHrYdEBAQEBDwIsdWT45yI5SwaworRnrFlQlFXgCHvNV5wFYSRdHRyhq73GgFRO+n0TJoOYrctCwlUdebt8JtRYVR0b/cEEUKYUuQUrI8pbNESilbpsRKxJainBVsUzHn+oD8M5B0+/OUPE36uJ84wpwuK7WIqP03OnSy7l9uk6Xsc9v1nhNdhsirAwVEkd+//E5ocqmJC+fRe5NEIdeKup6HvIeJ57R1ZpBFOHV7eT+XFbmR+0+/05Zs/FxDk2ZdT948slzj9MKNfOffIM7HfavL4bKZLLKMeiyapav/Rep5VCdM8hcIUkBAQEDASMbWT46KfN9lBbbIdx/ItxRpJcDy4weypEfSaiWfQ19rxU273ukVfJaHV8C1Ysvp89qSunqR8pyXV4IcSLpSXNv/wRYJQCmZUcMqJPmsENVsiRBiECmZWEHUJDVW3+PIVvy0hYJJGveDnOGkySRDk7hyyS9bWxr0PNAEQPKlFgFjLJmMaMuhJg68XyyP+Mg1kwzus/qn2zyQlZ/rtoJCcN2pTIZbJpDfVywr18cEWI+rJixRk36w8sinlkW3j2UXC5LuE+1GqevRFiDt6itpeUFHh1vVliZuu5qTLi84Dcukr6m/IvmL45plKew5CggICAgYodh2QnmzgqJXZuufrrMdUTUBhipZxci6VlYE19kOlEuINm5uRFsDGpGpgIY7jHznMuMIrqO9thq7edCuG8haE1hhKpdQndiD0ur1jXYUWYLq9XIUNddWRtI9CqW16xvpuD0sR5JTTrmEZHQX4g2bsqGrdXhtXWa5VFNw67JElWrjkFhGHNXOWOIV/7RP6rLEUa2MxGWDY+T1i25n4oC2clbB53I0WU3nGJFAiTJW8QN8mERX94mQQ1E82bom4cHlWsqrVHxSLddC2tiKlraV3NoqStlWcynq7LD7QbtPxkQo+d2RMOlsRdWfcV2OWJFS/V5oYsjkgglBntspy8LjYPVTFNX6khcz+L3mevTCirba6bZkFh+URYgXc2Q+MkFiQqQtgHGc3e8IANUqMtYebUHXv6HcBk0qA1pDtVpMIls4EwhokqaF81+i0vNHZFs5wyjq7ChO0Ow5gKS7q2ka19HkjBgAroUpXerb1DRNNDBYXM+GVsoYaC5M8yNgGpE9i9DS3GuCYTo/yw01l7e1s4Wen4OpXUvvXAvnfcUt7NtssrezFVmAFs5TGo75AAzPeUmu+VleRfJGLgFaeAW2/uW9qO4jr8EKNQC0lbHpa1U88Ybp2bTWgOrV2DjCQ++YijHfWA3X3tawUmjrRN6+JOfg2srY7nvL8dDnRjcUYWvVnvPx/TiC6+rAJ374fQxOH+u3VeePo4biJHuG6mVWJvfgpCuuRTK6q67oKcuClKWVOnJh2rTzJJxy1c8xNH2c3xdajoTqLsWeMpqMHYPTf/FzVCf1NmTW+fP2lNRlce1t+MwNV+Dht6lxFeWc28JKLZdXLuHUX96I+06f5qe36pUxFlJAhHH0d9fhno9PbVigpCxdnoAJQb3Nj751Jv55bm+NrAkx4oAWDFbenUuDGCQTevDoW2fW+lrv59LQZEW6r7Mdm3ee0pCDLV8iO/eppFEWDNc9KksSeZ4kLquo8xi0lWuLEjLHmBTlWY90PWKRlDL4T7vlVWjhhF0iZSw4imKehYplca5hWbb2BGriyO3Tv0vsSqfJovVbokkNEzHLimSNj9GukepWd9FFF2HPPfdET08Penp6sGDBAlx//fXp882bN2PhwoWYMGECxowZg6OPPhorVqx4ASUOCAgICHgusE2Qo6bP6grc4DemYdotq4vdfnh/khzEmNSsGrOvWo21H5uBaHAo69pTrfrKJ9dd/4sqVTz6/h0w5z8HbHcfnTfjxlSzOJ196slof2JNI73lUlRNfKVULEOVKtqW9+GrH3pbzepDxMsrT5MdRXw6H1qNcxYfh/JT6/y6dd6YrCAcbrsUI9qwGe+/6iTEfRuRHt7KpCZxdasCKZJcVxwhqiY48a/vxswb1/lKolhGPIU+qhEGlrVUUzI/8se3YMZNScOKYW1m1/0DePPgyfW9aH+65KfjP3bLzLGQTD70cXxgt1+Tgp4lHCmSRl+m187h/uN78NGTf9ggtNbqEivr2vID4METp+Ci//0yXLnky89t1/Mijhv9G0fYOHcyPvazH9UIFtDYjyVjlNe39Nn3sqnY9YpHfPc+i4CUeK6TVacUY/WC6bj3I9N8QqLndmrtKjXyUn9UZkxAMnZM1u2Rx0GD34FS3CCaPE95EUd+ayQPr8JrciVp+LdK0kVRw4LIvwFyP09ObpcmehYhHGGYMWMGzjnnHPz5z3/GHXfcgde+9rV405vehLvvvhsAcMYZZ+BnP/sZrrzyStx666148skn8eY3v/kFljogICAgYLgROdOsMvLR39+P3t5eHDTh3WhrH2WTHVE+yEJQUxZFeSa3JL03SSswRcoCUA83HftpNFkQSwMADA5llR2LXGjICri4ArGCpZWWZmUAqWta+qmjwcmnVY93wKjL5mEZdL9InbwSz3VLf8nYAFkLmazmyz0+WFa7KOX1h26LVYaky2uD3BNikJJBQ26ujwm2tENcNCXYACvYUgaXwySv7qqIKIIrlxANVfw69Ke0QRPCtjJcuQQ3qgNx34aG26SeY3pslTyuswOrFkzCpJsf9+crvw954wIApRhDMybggffG2PU/nvJdPy1ZrPegFOO+/5qAV+34IJ5+e68KBmK4Hep21MuYesUa3LlqOiYv3JTtLytPtQq0taXXycReHHrp7/Crf51fc8vlvuPfGUDt32v89vzjtJmY+vsEPXc84Vu2NXLKcaO74LraEa9e17BoWWNojYdEzquXWxnahBtXfAN9fX3o6emx5RgBGD9+PM4991wcc8wxmDRpEi677DIcc8wxAID77rsPu+66K26//Xa88pWvbLlM+d90YPlolKMC167nybVp2Nzq8vbmcl0dzV3igltdDlpwq2vFbaklt7rhwHC51bXQppbc6pq9T8Ph8gUMm1vdcByH0JpbXXO8uNzqmvdLkbwVN4SbKz9u+r9p67ccCfQKNIfHlWd8MKdz/sos4Fl5UsgKLJepVtkB5P/j0BaYxDVciVjB1W3RRMxbcSYlV1b285RWcSkqKSLGSj1bdoCG+xHLL4onh7IWqwQTTsB2Z+N2aCKTUJt0f+q+JoUVQG1MZc+Szsv1WivfzmUJnrihlUv2/hVHfcR9qOuy8rKFx9qnJfumOAqbrP4n1MeW9UnKq0f+i4Yq/j8vPbdFXk2y62VEQ5UaMeK5pvsgZ8HADQ0BlSqizQOYdMsTPullefS4ZN5hh7bHn64RIx3Qg+eVXPO7LQE6nMMu/7EaTx87zp9jFikQyBjQPF9+7ERMPn2wYZG13DP5H4McJF1H3L8RP/rUoTWrMy84aPKriRG511U7HQa7xZWTiLcmMznEaem/TULHl1fbBywX/X7Vnw/NmID7PjepYQkcwahWq7j88suxYcMGLFiwAH/+858xNDSEgw8+OE2zyy67YPvtt8ftt9/+AkoaEBAQEDDcGPn/xZohUoowoPYKGSu8eSvW1oqpWIS4DkuhimNb2UvljGwF0FrR17Kwpaeq6qhmlaA0v7ZSaELHCrgmcFY5Vh5tndHR7SzFjftBW2o02FLGxMiS3cqbNyZCGFNiKG1HNo0mQbofoghu06bGQbMWmXOuMXY8LolKk1AfscxxDDc4WIsUmNcey6Klx9x6RwD/ndBt1kTCmqs0v6Nyuf7eudoqkJRRLtUsprLgYFlLeFykz/S+M8tio6+ZkOnVtbzfCmmLZUEeHPIXSXQeIBt9T1DP3/vHJxr3hUjpPnDOXwGloAu7nv9kYyHCimrH5LBUyvTTLl9ejsF4FKKhgWwbrEAkjCRB+al+jP/1VMD5B8OOJNx1111YsGABNm/ejDFjxuDqq6/GvHnzsGTJErS3t2Ps2LFe+ilTpmD58uWFZQ4MDGCAVv37+/ufC9EDAgICAoYJWz85AshikVUIPFjKd1F4W0tht4gR4CtEHNlKl5dn5dGf2qpUpOCJwsjlppaBJsSD6wSyK9GaiOSVkSqi8MmelY+Va72p3AK7UxURQq5Lu1Tq+4DvcgaSW5NBVuT1GNblijo7G3l4LLl+3VZN8CyLDNchblpW+bp/tEVH94W1mV/2RGk3Or2YoMm8tRAgfc33KtXsPho9Tjwu0t8ij5Spx4vHRBN93Y+6r+VdzXuvuT26n/MWV6w2yXMtE7tR8r4qbUGSftB1amJkBayQe4NDiLhsiW5n/Q4YCzbRpgFMvuFRO/rdCMHcuXOxZMkS9PX14Uc/+hFOPPFE3Hrrrc+qzMWLF+Pss88eJgkDAgICAp5rbDtudRoc2Yn95YGs4mERB8tCpBTTZNXTtlKoN3Uz4bCUNfmuP63vljLK5EfLk5der25Len1WkKVoOwcv8hdfW/0hz7l+ifyl+1/3j6VQWhYMVnoTIjSpKxql1WSwWR/m9alYOSxLhO5TVlT1uGtSVvSMy5W2sQIs0K5Vej5xv7Nc2ioh6S03Mv4sIt8Cdg/UxN5SzOW5Hmcuj/s1MsZY5JYodHp8OAy/fs/kHsul22eNi7WXkNvlXK1eK+R/3nst1zyu4nLH+fk5L9DkpaX3xuk+5n5J3T2r9Vs5CxkvcrS3t2OnnXbC/PnzsXjxYuy111644IILMHXqVAwODmLt2rVe+hUrVmDq1KmFZS5atAh9fX3p32OPPfYctiAgICAg4Nli6ydHsVKELLKjFR5LkWsWxUlAilc8YXxWMed82lXFUoI16clbcbY+WSb5ZCWR+0byWSSL69PRuPgwV84n4cElfzXJ1sHtrZLSFkWNPTY6nbFincLal2G1i/tQFGgheVZYayY4LLtW4i1Cqc+H0nVLwAOpR9rF+4f0wbO6TQxunyj2Mtba6mfN94z8ao5aRFWPZ7Xqn6fDsAioJgrWHLfqqlTsvTXUV65CZ33pvmXSphcqNLFhS4s19lbfyTOLJEl66ad6Xjc05M9ffTaXLlvIjvylVs+qPWZcN7ctD9QXEY9bFMEpV1zH+7C2EiRJgoGBAcyfPx9tbW246aab0mdLly7Fo48+igULFhSW0dHRkYYHl7+AgICAgBcvtn63usQBZVGUqoikxaIM8cGYXr7EVhr5fpGSx9d51hKJjsewlH6rLFk1tpRmK48mFPrTys918SGZotQnaETm0vLlyVQuNQiDZQHReUqx74qX17Y89748BTGOACg3uCSp1ZVRjHPalLeKLn1drTbmlp4raX8qgshlyEGjOnACz1kmZaz4a0KZRh2kcqyxtsZRExo5fFfqk/5NiVicHVsGu75pV8S8d4ajPUq9TPR5fpAFKmqjiFR6/nO7ZE6Lwi+khAm3tUAi42G9AwAwNNRw5+XfGWmPuK7V64mY3DC0e53eK8l9IXLl7aesy+IGhxCVaR+U1TY9l/hxuaSS139n3cg862jRokU4/PDDsf3222PdunW47LLLcMstt+CXv/wlent7cfLJJ+NDH/oQxo8fj56eHrz//e/HggULtihSnYcoRuEhsK2gWfSnFqJMtWLlG5bDWwHfvTgH1cnjCp+v27m7aRnrpzfv1w3bNW93qTjIHABg1LLm8nQ/Vhwhbsw/1jQtI1rTfK+a61/XNE0rY9k0ot0wRXZrBS1FomvhPWp2mGwrEdlc5dkdQJqilTa10sVN2t3SQbKtYBgi5wEtjmUzlFo46bgwSl9rv7lbPzki60X6z1wUBK3QsKKnlY20vByFjJFHDPharCP6nr5upQ6+l1ef+VwRDCCfZOj9NyK79Kne9yOKpkZeMIZ0JV/lqyglVbeb9wdpaAIm7RsY9MIoe4qfKN686d8idJYs3C6x3FjKpQ7TDWRJDdBQiHUbymVfsc+zxvBzAF5wB5ZfB3iQe2yNkWsmkHnWJCZqVl+xDEIApQ6rX5lwcbmaDOh6tRtkPY0bGKiRJokYl+7ZIXmlj3ksjbI80ma9exYJlGtr/uTtMWIyxYSO+5eDw0g5bBlTLnceuREy1cziZyFDZBM4NFc8X2xYuXIlTjjhBCxbtgy9vb3Yc8898ctf/hKve93rAADnn38+4jjG0UcfjYGBARx66KH42te+9gJLHRAQEBAw3Nj6yVHigBKyiqheVWWFihUmTmvtObEsJQzL2qAV26J0eQqvLt9SRLUip+XSJEiimFnWAs6nCZ6lOGlrC/ello3bXUn8e1a/6GvrPiuGnC5xDcUX8MmgII79vVQW8cqTQ/JzmzNWFFL0OT/LYhEnqdc5/9yixPlncnE6rsez+hlziOuVOc/P8qxE+n0QgqLbaCn0KqR1pk+K+tp6DzXh1W1wDlFXl5+WyVY6T0h+PR/ZcqdJE/eztjblLYJwdD5NnqxrizxJ30pb2PKlLUzcZgbvRbL2xul2WHDOt1COIHzrW98qfN7Z2YmvfvWr+OpXv/o8SRQQEBAQ8EJgi236t912G4488khMnz4dURThmmuu8Z6/613vQhRF3t9hhx3mpVm9ejWOO+449PT0YOzYsTj55JOxfv16L82dd96J/fbbD52dnZg5cya+8IUvbHnrgIb5UhQ+wN9fYJEkXmXl4Al5kFVbbU1iBU4TGlY0i6wRWikxlW2ST6wvDK0waoIjacSawbLyOUjlEtJzfrh+i0RJXm4HE05W6nSdLJe1gp1XL4+jcvnxlEqPMBjESuq1SJ+WmTe/W4RHk1fuA54bHB5b+ootBJoQiEVNIpSJgq1dQVNFmghPVdUtdeox4TGQd0WTW+5/jmyWR6oYvE/GIiHWvLAWC9iiYpFBziN9wG20SJx8Z7Ikz+Q3QR+SKn/yXD75mZ5PUo9lNWPyJsEO0oWM2J9DFAzB62feMyb1cL/ovuHfJu4DA84ai7TeAgIVEBAQEBDwIsYWk6MNGzZgr732Klw9O+yww7Bs2bL07wc/+IH3/LjjjsPdd9+NG264Addeey1uu+02vOc970mf9/f345BDDsGsWbPw5z//Geeeey7OOussXHzxxVsqrv9PWpQJHf2KwYqFuJmw4mK5nfCKuF4B5rR6JThP+ctRRjL58pQ6HQRA6paDL4FsFDUNJg/ymR7ommN10Cvv1lk4fIBqHGef61V1JmNWnfq+kBS2wKTtV8q9JgMMfp5Z6Vekj9vNfcyR/ZjgaAU+ivw+ZZlYuY9UX+jnFtmUuqpEkLTFRL7nbczXRIiDRfCzdgolrkkhzwsryEDRvLfGKI8Ya3Kmy5U8QjR4UUNDExCWRZ4zpB4pm2XQ5eT57Fv9YJFSrl/KkqibRW6F2nJkkVhLFhoDiVoXcV/r/hsO3/KAgICAgIAXAFvsVnf44Yfj8MMPL0zT0dGRG9703nvvxS9+8Qv86U9/wstf/nIAwFe+8hUcccQR+OIXv4jp06fj0ksvxeDgIL797W+jvb0du+22G5YsWYLzzjvPI1EtQf+T1goCW49Y2ZB9EHqvC7ucaEUkz+pjrURrC4UmB6zo6/L4u+VyZdXvHIDIJzuctpWDU1NFP6q5zbB7Fgds0O3SK8psOeKydX8JadB9IwEBLILD5Worm8io0+m+0ivrEhSCZZK02v2M21dN7Dmh54OMtdSpSQfnlTN9NMnT/W19WuPL88wiY9KPPI7cV0wQqknj3WGLGkfNY1Kl57CWXy8ESJ2WfNwuvXhgjTP3tZ53ukwNq49Ytrx9iXpxhMmU3l/Edek5rX+/pE/zLHRAsauczqsXgNRvQaTbT3PVVRNEejEjICAgICBgBOE5+S92yy23YPLkyZg7dy7+3//7f3j66afTZ7fffjvGjh2bEiMAOPjggxHHMf7whz+kafbff3+0tzeiUhx66KFYunQp1qxZY9Y5MDCA/v5+7w9AQ5FllzrAVjKA+up8kwhOvJIbx/aBrhYsRY1XlK0Vbl2WVvoswtSMaGjl0ZI9ryxNWIR8ahJTov5hqwEr1Fy21ResCPOnCiGcSzZ1+9htTbtWWWUAjWAMGqU421cWGUwJgaFolkvZMN1FirfuT04nIaul7/MILhMUTVK4X+R7njUpTz69h4iDUnA+Pb/0c+0Op/NGUdatzSJOfI/l5HL0OyTvtCaRFmG15qhVry6L5bX2F/EnE/aiPUP6uUXwNPFiSD3WO6/7So2buNhFpRgj9YyjgICAgIAA4DkgR4cddhi++93v4qabbsLnP/953HrrrTj88MNRrf9TXr58OSZPnuzlKZfLGD9+PJYvX56mmTJlipdGriWNxuLFi9Hb25v+zZw500/AK9n8naH3a3BarewIWKnNU7i4TMmTR0Lk8FO9wi7pSqT8WMpWFDX228hzfXaPlo0DMYhbmMjBZIrbISRJrsWFTBR+rkcrWBraOseychpL8RXSUa67FMWqP7kPeEx53PKg+41XxNkqpMddr5wLodPkka1u0vda2c5rs9SRfpYac7CqSKi1IV/A8nIbeMyYSLGrII+R5cJlEQANPY/Zlc16RxgczlzIEr83XLdeFJDyrH1DzjXGRM9hHhfdX3qc+Jnlasew5rseN5m7luWaiRA/1y55VphZ7gM996Q/LVCfREXvUUBAQEBAwAjCsP9He/vb3443vvGN2GOPPXDUUUfh2muvxZ/+9Cfccsstw12Vh9xTyNmtjhUFua67/biuDjxx1PZAW9lXwvQZSKJg83W9nrULZsB1j2rctxQyfgY0lI8oguvqwOP/OhOus6NOWFQ9vJneUsxKMdyoTqzab7rfDj5k1HJ5YcU9cXCdHRiYPdEna9ZGfJGHy6gr/K6tjMq0cdk6dSACi3xKu8olJOO7s9YV7tNqfUVd9tQkdWVY6iyX4EZ1+mSIXZF0mxiyz6oUN/rTshRo8qiDPEg/tpWJ3LoGaZK+Y7c3SzkXpZ3rYDdBTQwF2nVMCLAjGSI131gGPvOC54pFni1LA48zE5MSjYWuX/LkkUWG1KEJtIxvpeLLw+VqYi7PKlW73jyST++xaWFh10LdD0xCGfpaCLD+DeM5bfUPB5fhPmb3uTy5OR3Ln2ftimgvUkBAQEBAwAjEcx7Ke4cddsDEiRPxwAMP4KCDDsLUqVOxcuVKL02lUsHq1avTfUpTp07FihUrvDRynbeXqaOjAx0dxiF0dAis6YpSJz9J7yhMOuox4LoSKX/0Xfv369X1Ugn/8vE/4Df/vS8m/HazTYoYWpGJIlQmdWPXt9yHtb+ZhtLGzb7CppUXvdeo3tb1u4zHov/4Hi4+/HW1U4xSUhAhE0jBKgPAY0dOxn+/7xv40mFvQCQHp/HBn4CvWLLC5xyQAPd+ZBKuPvQr+MRhxyHasKmxF4XbbZESej4weyK+8p0L8eEj3oWof0MjrSjWmigyuagr/EPTxuGSK76K4076ALrur887Obi2yAJAcG1lvP3a3+Arn38LJt/4mC+H9EuaWOVPLRFlHPazv+Kb33g9Zlz9mO/iB2RDcfOBu4JyCQ9+vgcDq7swb/Eyf38T4BMXySf9lCrgESpTxuLJ13Rj+ysfbxAByaNJHuCHPq+XmfSORnV0B9oefzpLdiW9dQYQ91upBNdZRrRxc2M+Wfti9AGw3nsXw7WVEW0ebLSV9zBFUVZ+HWgh7x3legD/HCHuK4/8E+nSZI7JtSZYKbltko/bwM9EXnkm/Sb3SxQEhT91eQy24HHdMrYsnyLWgSANA1o4aNM1iQoYl5uPQ0uHwLa1cAgsH7icg+q08U3TrN69+FDVp/ZrfhDnDrNWNk3zmrHLmqaZO8r2VGHc/PTcpmn+8rcdC59P7ZzQtIxxf2rhANLNm5umcdbRFFuKVg46HaaDYpvN8Xplw1FR0yRRufkcb6mqJgfSAmjtUNph6OPn9fDbVtDkYNuW+q4oIFCLB9o+574Qjz/+OJ5++mlMmzYNALBgwQKsXbsWf/7zn9M0v/71r5EkCfbdd980zW233YahocaA3HDDDZg7dy7GjRu3ZQLICrnlX0/fS6v60X5KDAxVfMWFyYD+5FXxoQruOWYWJvz2yVoZeenzygPQ9vjT6H/XWJSeXuc/Y1m0cqVW7rv/trxGjJjUANl9M0zcSnGjnwBsf9WT+NIRb2yUIRYUyWcpTPwMwLzPr8Anjjge0eaBrIIq9YornIC/l2J0PPI0PnTUKTXlWUBE0LMEsDWAFN/yqnU47pQPovPh1Y12lEu+7GwB4b1E9XKjaoKvfP4tmPT7VY1+SkkN/ThpK4oat/Nufx3G3zdkzy3LQsmubHW8ZMpTGL/dWt9iVIr9PUfeXpW6LGT9efzgbnz05B9m+9GyAnEYaRqfTV/cjPdecjVcJ51WLRYS6X/dJm5bNcGTh03Hx6//EVxHmyIzFAIbyO6zovfonjOn4pBr/lLLw+RQ18djxosNbWVUL3GY8MP+rHshQxM0Ra7uO2M7bNx1akNe3Y+WTPxZLmFoxoTs3ORxYLDFVdDeVrNO6vqZvLALnYAJX5nOXNLE1vpdBOCk7FIpVZrCvqOAgICAgJGKLSZH69evx5IlS7BkyRIAwEMPPYQlS5bg0Ucfxfr16/HRj34Uv//97/Hwww/jpptuwpve9CbstNNOOPTQQwEAu+66Kw477DCceuqp+OMf/4jf/va3OO200/D2t78d06dPBwAce+yxaG9vx8knn4y7774bV1xxBS644AJ86EMfemat1IqOZdGpVIHBoewKLa+Ga1irqRXDVUXXpy1Qkqaa1AhJtWDFlttjKVGVaq0MUYrFasBMWltLmPwAQLWKaNNAlhTpNlnKJJGGaP0mPz/DsvwADcW1WiOc8Zp12ahvQuYEotDpQBnOIdo8iK57l9f6RMaWx0gHXNCBJeIYqFQx+deP10iabk8cw23e7Cm5JhGvVDHvv1Zi1L3LM4THI2R8T/KKy2Cliuq7OjD19IFsv/H+G5mzXp+VUrI0+wdP4IrDX5WdW2x50Aqxcska9W8RvnXEQbV5QlYc812zyDyAaTcsx+feenxjbKQ+cY3U4DlWJye7fnkNrj95f5+kWuSACQ3LWE3w9Pe2x19+snt28YLfPysQhpTtHCbs/DRWz23zibYuR9dN5SSju3DY/9wG19Xhl60j0FkkqU5kVn6lAw9+obeRl93wtMzcV/W5svklU9D3P201ksUkV+dRv2mR1NHehr59Z7S2qhwQEBAQEPAixRa71d1xxx048MAD02shLCeeeCIuuugi3Hnnnbjkkkuwdu1aTJ8+HYcccgg+85nPeC5vl156KU477TQcdNBBiOMYRx99NL785S+nz3t7e/GrX/0KCxcuxPz58zFx4kR86lOf2vIw3kDq3uEGhxDJqiwr4qyE8QookFUWWcnSECWWlSFW5izFSoe0ZsWd69ert1px0wqdzg9kLQ1MCFLrUv2ayYilHMm1RZziqOHexqGztUwV6ntx+WNriZRZTfy+i+MsgZF9QdWkTipiv75Me5WyqPtQyy5Ehd0RKHR51NXlW+jSeRP5eQQSjjstw/lttvpN5kUSZceOx4vd8/LaWKnasvH81kSEn1cTRJWBRvCNNIR7Y5+XFxRCW0lEqd64GaXBIftMKmtuC5Gl+RZt3Izy+k2+NcgifUzsVd9MvuHRWtkV5SpWJfdL+eTfCCmrmmDSwgEAjzf2Kun3mtulo2MCiPvW48Z/fSmiwU2NuoHs7xPtk0xRl23Cf7Rholjbrd8ZHcBBzY+21ZvxzyfGozdZaUcC1ASJPwG49jZUT1kFd2cHompz956AgICAgIAXI7aYHB1wwAGFLhO//OUvm5Yxfvx4XHbZZYVp9txzT/zmN7/ZUvEySEPM8oq+9rkXZUPvoWGwssT3LMW/yKWEFTS51gqu3BckBlkRZaVSaVi1UuULtqLJJIEVONGRLdLFclQq2c39osynm/qpfL2vRtoiiqjUk6g2Aj4h5XaI8q8JBBM7eZa2T7Vf2uEcvD0enuXFNfYTWWSPiZhz/n4sbj8TcSbbHMxC97lHsEg5B3xy4FyNZPJ46PQZC0h9rvE5UdWqH7paK76a4BBJ8mWTOdDohkYI6ig7H6StUq/eC6TrYxKZkhWqy1okkLZZlhzOZy1ssGVX0rElhssQ656GtViRY1mJNg8ijQbI48H5nPPbQ4EeSqv7888q471GHIhB7jmH0qo+zDurzy87UeVZ7amXE23cjHEf7Ky50ra0TyAgICAgIODFh+d8z9GLAnoVVX9mNqL7m4s95U2vPmvFifNwOk7L4aRZSZa8GlyeLpeVYMtSwFHJ+ABYTwlUBISV3aSu9MURMntIWEkWGfQmbi0XW4OAOuGg9uv0uoxyOXuYq1YEE5JDh9+WMri9PHZyP0kaFh4hgLpvtQzSZ0Bj74j0f7lkyyptlP0eug+s0Nlchqzwyx9vwue0lvVL6rPOIuIydUAQHU6a283fuV/YlZHTMGmJ1dzSZehFAiHL+p3mfHqvm+UyyHLo/uU28TvMfZ0SVbWfRxNUHchFwONdTbJ9w+nkU6eR+crzgVzuUnlYZh35TtooaSwLuZTjHDKLZJUKovUbgUqlsQ8pICAgICBghOE5j1b3ogErCIBtPZLnWrG0Vkv1tUVOtJKYR2D4k9PwPW1ZsfLriHSxKls/Z/BZR7psy/1KIMoUr2bnWS34mq1YrKAxYas6v0yWpxT7Fi/Jx1YjJm6sCOt+0xYDy90xQZZE6r7lqHBCrHjvFxNPtozFRj+LtaWirJUaHe3+mLa1+f0RRzXZRR6WWR+Kq/vJs9rQ/GO3OXkmBEvPU4vQWe+J9JVFIPXCBZMl7ULIMrFcljwMiyTJtf4N0K51TEaEeFsLIlyPJnKch+vWrnRivWZLEMslabgvAP+cJclTVYSVyVO9fJcktT1FxhhEWnbpd92HAQEBAQEBIwjbhuVIrzyLgsAKCkVaymxG1mVsSb2WEsb3NQECsq5rfE/n0+WzgqUDKiRK8WJrgriRsRy6PFZceZW/va0hY54iz9HkpE6RUR9+qklNueE6lNZbqTasWpKGocmotkDljY22kvDKvKzqa2uRVvqZBOk5xAe4cv16341ztXvlEtIzr1j+kiKUsZJFZG8WwS3t1/rYcSAIvo5Ibn0GkI44aBEN3fda4ZbnRpAPt2mTb31J0yqLV2rBMUJ9cv3WPkMmM3lzQ7dJlytWKr3/Sc85y8pWrTasYJIvz+oj0P0ex3ADg4175bJvzZYxFqLEv3ksC/02RtZCgPVeUX+ESHUBAQEBASMZ2wY5AhqKRbXuepIXVEG7C8n9VCkl9yhNBFgx1HnZOpGnPGiF21IeRYHUCgqQ3bfE+UXJ9vpErWZXVduttiREavLqZeSFmNYkQK/OS/2l2HfJ0m5h7CrIbdDKrtxrNgZSTxxlFWUmDEzWRC52m9LucPK9Us0SQj6kl/te+obd+/g+W9/YMmRFjcvrB00ERDYhIRwQQ1uLZHyY1MgcERnyyLJzDSWdwfuK6nVFo0Zlx0CPoyZbcexbUaw8TFasvuB8kp4Ji7VowPNaR3vThEf6R2TUZEW/h9ImIGvpEzLT3ubvixILmp7vTCD1oga75unfE91PxkJCFIVzjgICAgICRi62Cbc6zzWEFTbtWsdKgnZZSQtThMWy/HgWljij7KVpLKuCJixSNpdluR9Zir+2TLBCbLVLK4rSJ3ntZYhbno6CJsqcZeni/hfZJLhDntxMCPI2n2ulFfDLlXtWhDMOHsDliGWKXdGEMOh+lIh64tIm/SruaCy7DmZhWTD0eAlhZNLE7dGH/QLZcdFzk9OKK5/uFx7/1I2OCB7LqfcYcd+yi6FnHYkadUs67eIosvMYsDWG32F51/U7Im6geQsk/Ml7Ep3z57N+L/m+bruWl1HkNqnby+3i53rvl2UZZzk4LfetJl9cX1F/UZtcsB61BFetwhUceNjSwatRcT87y4qqy7COqcgkamEddVRX0yTrZ41umubpg4sjHb5jtz8XPgeA7TrWNE1z2Oh7m6Z5uNLbNM2O05ofOHthtfjw0H+sm920jFErxzdN09HCAZlubV/TNM3mRCvzqpUDSls7VLWFcobjwNRW5niLB4gOB1rqvybtbqWM4TrgtZXDegsPZ20Rw1FGK9gmLEeZVUy9URnI/vPn67yVUv08L5KVJkV8r0RKKO/5KVrh1gpctsHZFW9Nyqx6dFqWn/NyWoEovIkhn7Z0WcQrVdhECTVW5612Spo8IiH1MsnivUPWWU3sisZjI9DuidJGuWbXP66Lx1fqs0J9a0uFbk96dhVZsaQ8CXChlXBtfYpUH2hizOMs/wit+WQtCFjyy3vBLnmagHGgEB4DbWHS5WrCzX/sjirfeX+cpfDrMNps/ZQ8en5oa4teRNBzXr+7nJ7bK21NkoYcLHtmkSLHtZX7hOXgurkucdOT0OB5rrbGQb/BahQQEBAQMJKxTZAjAL5LisDy/Qf81XHA9/VnxV9bhcR6pJU1oOEyxfllH4siK25oqNgSopVmbf2QPJpIWWRKEwpLds6fR7JSBZRWtS0CYJEdll3CbMueIq1kastNqmgrZT3dT1X1r3UZqRVD5bfamNAY814ntkrFsbKMqH6XyH9SH5NjJsx8rRV5PWY6Ih8r4KwM82ofzwuW3ZoPlmWECY4m4kwUNaGwiDHLyuRCypX6efGBAzHoYAe6XE6jSWO57L8/Uo8mYETkHJNFnYfr5DSSJ29xw5sjyiok7nZ6XCwrj77mIwr4noYObFEnSeYKsrXQI9dRFKxGAQEBAQEjGtsGOdJKU7r5vOStkmaUSl4dzVNkWHnVipfUxUq4JY/krf9FbXVTsyiZJUNpZWWsKEKUNquKVSZWSqz+kzr4uW6/ZaXhUMRayddKKPeZ/LEypq0crOhqywEfIsuETJRKsVhoC49cM2HSVhEJiMBKeN65NlpR1ySnosaDgzzIuGgXNe5ztgyJ+5/lfmZZKlKSocbBIs58X5NXDa3s8x40ba1icl+pNNJZh55K3Xqu64WAtC+pb7WLrG5vHpHR0HkBRO3t2b4uWpyQ8dIHq+o68yxOTMD4Hu+d5P6hIA6p5Yf7lvta/hJ6Xxgsn/U7oBeDnEMUx8F6FBAQEBAwYrHV7zmKWGkAsspXI6F/T2/gthRPvyJb4dfKBFsjtJIm9YoiJEpytclKrCZOAuvcGLYUaLmKVoRlr49WFnW/8D4eHahB9t1UEj8ctK6zFANOKYqWEsnKmoT2ZlcqKcs6xJUJVaqERwBkvqCRR+974jH1DmyNGnKzzHq/ThpEQs1JuS+BJko0B0R2kYXbwoqz5NWEhevnftduXhzuXRNXoB4BLfLnEI87y2IRD+47WZwQK0iOsu1BP+M+1mPEgQ40kdGWJD2uUq62qAC2K6HAcquVKHbSPiYg1ar/XGSjw10zc1qPnZAv7Sosey0lrbUfST/X4b11X2v3Y2pneuA2fQ8ICAgICBhp2DYsR+wWlEZbU5YABit6koZXpXkFmBW0vNVj+c7pWUnTcmjlWq+6a+St/ouCzYqvKNYCUXjyIHVWjJV9dntixZj7gaO2STlC/Lg8tn6x5US3ixVS7g8OtsBlsUXJIwWRoWS6RllSr0SFK8V0aGqcTSfXvAcob47EalxZHqkzSWryaEuYJjjS/6kiTXNWWxwlvbh4sizyXJ8LpdPweVisvLNsvG/FsjbwnPPqUfuHLOuJJspy7o9Jsks14qEVfu0ul0fK0nHNORSVLTfWggfXKe6iTLb02PE7pA9rZTkE2tqjiFHmu26PPNNueOKKx8RJ/+7Urx29h2mUuihEqwsICAgIGLnYNsiR3tBt7SWQvSOssPBKrKxy8z2ttLe31cqxFAltlREoGVxHm688Wyuwmnhw2aUYaCs3lG1e4eewz5yelXhxNYvpmVYcJa91LpJA+kFHTmMFUFsWNAHUzyxFPGP5QbacOPb7SsvFgS44aIImJjpsuAZbqTR5Sy08qm2Ab4mxCIFAvgtZ026L0hZNGLlPpH4darxopZ+DKFjjySRD773RhEm+cxlxBOh9dkCWaFuWGrawcL9xgAS9r4j3FPE4WfsOhWRJXfxcX2sCx8Rf5NRzgi2tVtnch3l7jCyLl/SfQAd5yAsMoQNacH0ir0VEqX6XJMFyFBAQEBAwYrHVkyPvn7RlIakrzo+c1417PjnVV5R4dTtNq1a860h6x2DOFcvgRndllQbLQsXP6hv8Hzh5Ov7lqnttxUiueRVfr/KXYvzzxBl47LyurLIVG0qTc9n9LVGEpw7YDqv2n5ElCVyeEC9RtJhgxBGGthuPDbtPoz09SZZkWeNRqaRKv+vqwND2E+uuYlSXtsgI+RFiw5axUozqxN6s8sr9FiuywWOVJEBbGW5UZ6PO1BUsbhBqHSpcCKaMfblUI89yMC/n1ecc6b5mBVqsV+wqyG3LI5hpWUz+iJRxH2hrEsvB+514PjLZ4v6T/uVrkTftY5clGrpuyu+GhgwLJRF5oLHXjMfLskDytQq8UJNNuZDp57qtOq9ePOCDXkVOPZ/1HJWy2E2QwW0pSmO9b1K/WOCkL/Xihf6sP/csRPU6g9UoICAgIGAkY6snRwCyVg9AuaA4TLugHXO/sZmUvrgWlcpS1OSaFK9ocAg3XTsf0WY6oZ6Vb0He6jiAqb+v4lv/tz+cVjQ5n96nwwo4gK6VDusf7Wk8F4XfChktaVhRjSKMP+FRdBy/3K+bFWHLesNKeRxj7wuX4PXn/rpRRrnkK47s1pZa7KLaKn9dgb/3wxNx5ve+X7feVP3Vft03vE8maci7av/t8B8//h6SMaN8JZJXw7l/tHUljuHa2/Dha6/C4KyJ2dDrbE1KLROiqCapRdKVS3jLz3+HTbtObRA5dvkrqTkisoo7lqsRqjk/XI57PjXF34NkkSK2lCnL4BNvnIF//NsMn6RJG+SPx5YJaf3e4PYTsXG3aeTyRcRJk3puE5WTkl9tKeVocMZ4R21tjfFrb4PrHtVIL58WceJ+4DLF4qvTxHFjPxDLp9skz/jwXW3dSueG+snlsvW5NjLvuR1M+LgMba3iNEJ2mADJ4o9YtURGHcQijwiy259BxCKLiAUEBAQEBIwARG4r9X/o7+9Hb28vDp5yKsptXb5Swf+45T4f8snKhhwYqVd0OS/gWy/y0vC1pUAKgdBhrDmdVtRSguT8MqrVxv4TCX7AihsHGgCQRkkrU+hfdqfKWw22DkwF4DrbayvLA0P+s5RgEUmyDqitW1FcKUY0OOTvpWEFUCujrIDGEVx7G9yoDsT9Gxv7eKy+13KpZ5t3moyOR1Y32sOEQpcnbeK9SeUSHn7HDMz6ySpEfev9sWVLlEDLUSdq9/7nREy8pR2Tbnw0K6eAD8o1FNt/vH8mOnfuw/YfXJcdB0qX3uc21j83fKuMfSY+gnuO3h7ggwcrlQahkDZxUInU2hjh3g9Px1mH/BhXHPHq2nzVh/qKMq+thZKmFGPjN2Mcs91f8PPDX0oBTKr+O67fea6jXMJbfvkHPD44HrcfuXP2/dWkTghrW5v3/rnvVPHIDbMx+3uP0mJCjtz8O5QkQLkM1z0KQ1/ZhPZTS8Cg4WJotUs9H9xxMkrrB1FasdbuAw0mR84BHe1IRnUi7lvfIOXsekh94pzzD9YGauNeioGhCipDm3Djim+gr68PPT09tszbKOR/04Hlo1GOWjkEswDNDmds5WDG9uYyRGOaH97qpk5omubxQ8Y1TTPxkCcKn/+/Wbc0LWNttbm87+l9smmaB4fWN03zdNLRNM3q6pjC52f948imZZS+M7Fpmt6/Nj+QFk893TSJGyw+GLSVw0VbmXutHKra0uGirRxS2uSw01bKaAXDdhhqC4fStjQOzZC0UEbcvG9aaVMrhwfn6pryuJWDgwvmVcUN4ebKj5v+b9rqo9WlqE8ixxGcgIYSwqSIUSo1FA1eSdURpJIEGUOcZeGwCA/gW3jiqFaWXsnmvFy2ZzWpK5+p0mvsgwEaimSqpLlGvqTqW3astsg9ic6mlKdIfly1csiR96S+lOCp9NUqoiE6gDNPwdX3SBmONg/WrHlMIDNtoHZoMugckACdDz5V78+o1gZS8lFVBEmeVWjeVBPMvvyJrNLMgQvyovtJmYnDrmevapAz3R5pixUKnK5f8vVl9rhYVo8EJrkYtTDG3W42oqTS6HPADw6QJA2iH8c1pT9143LY5csr8YNvvQ5xsoHmH81V3mOj51j9fe48YzR+0nsQ2pJVjTqFUHEkPO4H9e6cd/ExGLUywYTk8UYfcptlgUR/FzmjGKs3jcLoJ11jPjDZ18SE53L9M+low79MvBt/il9Si5eorbLStwZRqT2LMWXxQ7jj8ZnY8aPkYsj9KGDrEFB3ZS1hxYHTsMO7/4ENJ3T7MvM41OtPJUgXV2KgrYxHvjgasz68HhjahICAgICAgJGIrZ4cOVmBrisrkShNDLlnWSY0CeI8WpnmvQ2szPG1thql5IqU1Qopg7o8UobMTfwVtWIsyhpfS/PZysKKXBQ1ZNBtYbDix7KJoq/bnh2cxqej59w2LlssfNqSoffhsKtXKqdBfLlsJhtsjeN6uE1sKeQ8TDqZqIn84gYnbly6zLQ/XIO0clmy8KKtZnxtWU28MpNavbKKUyrZocGdSxXn1LIkyrGQ36ROCJhcaitJudywUFDfRANDNfJr9YH17vCcqb9/8Zp+xGvX+Xl0//BY87tfb+PMHz+WtX6KzGxZkb6SfhVUE0z4t0HAPe67vbK83B9aJgClp9bijqN2QpS3uim/RUyQ+LyixGH1uyZgx8o63y3SswLSvDDc4ib/ZiWeenwORlVX+Gmovc45n7yp5wOb24AoHAQbEBAQEDBysdWTo9q+ivp3WbHVChLgrxSzEmNZK4Cs0mN9Sjp9ze4oaT1R9vBMq162TrDc2uIhdSWqPdraoKPvcdQxKU+HKy5qmyiyomzLc00c+XwXLoOtXqzMR1GDGLHLYUxKva5LyrOsRmKVSVzD7bAUA6in1WcFVal/U0JLMjtXy6uJoJCoKll0hMQy2K2TyaEVKZDnjp6HfB5VueSTTu0uKf2vg0nwmMuhvJp4VnzFPJVLkxkpm8eOoffQJUoOnpM8L3lfEtfN99jKwxYhPldI+jyP0Eh+Tf65Hg42wvPbct/V13phI68d0tcWMar3W7RpoCGf1J8GfKHfvTj2rUn159GGTRh132BNDiZPRJIiHheWEQAGh/CSM1fVZLEWQwICAgICAkYAtn5ypKO0saLA1h+9Yi0Q5UBHkMsjQha0xYmVWyY7lsJhXVvp8kiLtgTkWRikDK0ActlaZukHjhQnyGuPkIW8/kv3SDnfAiPKo4yZdivThJYJkXZXkzQpAann1+mkHo4MZ53PpMlALXND6Wa3Ox4DboMXWtwYI87P+3g0CUnQcMvUpIXb4lkREl82fh8sCxr3tyZo1jzjOvS485jpvmRSznWymyvdd5UKovb2LMHQLmI8x7UcvIDCz6xFEQFbdPi3hSFz2/rtcap/9eKNtgTqhQA9F1PSR2PNdWsLORMnsUxabWdY94iQBctRQEBAQMBIRfMdX1sDROEBsu4xOp21csvEySJD1oq5Tm8RHF7N1gqgIG+TW97KbJEMunyu2yJG+rBYLo9lZyuIVjJTAkX9nx5yWq9bIu5pkirXFlFICvoPyEbnY4VTt0Wep8RAjYFEdEucL4NWACV6HNefR3KiyG8DjzO3h89FEjmYzEiENHZN4/4VGXRQDg0daS7tWyIv3B59j5V9TsNBPXSfWQTEIiuahPGcIDIXsUVIrCOWcm+REZ7XiRo7llfu8/vC1iWdhsuWs9I40AGDw3DrfVMZ0q7ScF/x/i9N1qyADvxu8LxhWC6f1rtgtSsgICAgIGAEYesnR6KA5ik8eaREEyUdFcQiQ3xPr6DzPa5DPlnZ4LpFucxTXi2yBqjV8thvS0kpspZSJ0p23mq/yKuVYq3cSt2VStbCwNH5mEBVlBuRbr9S1J2cjZQSKqXoilyeYp9VrtO2MNmT79rVj/tKz6nUOkP3Rb4oyp6nlFp9cpRvaUM9KIM3n3jPk55PLJfeU6MtFno8dRoZP4tMS78w0ZRPGWcJSa0tHpqQ6/K4rWx15TnH45ynpPP80mMXx37IbN7jxXVYxEK/j1y+9duhyYpFNhn6nl7k0ffyiE216rvYSTs5gAW71Op6dblJYv8mBgQEBAQEjHBs9eQoKsVZBUQrQgL+h289l/t5JERbX4qsDJwntS4o5VLkZaVSr85r4qAJmbX6r60aFsnSCjr3iUXINIGSvEJ8yuVsGj7nR6+MVyq+HPxMtTNqbyeLTTVrNRIwgarQnoooavR9HDVIm/SZuAgmScOaZllJdN8L4RHCZREA7j9vb03kE0fnfFJlkUbuW2sMLctIuZSVS/Jz/0gwBU3y9XjzXhUhApVqw4phycJERSv48lysi5qASXnlkp+ewXlYPk24ZdzZEqTfAalTByvQFhc57BXILorIbxDPIZa7quYm35P8Vlv1niImREwOLQIlddStW07v6ZJ2F92z+iogICAgIGCEYasnRx7Y3US7HemT5S1/fa3gaMUA8BV3izhpRVa+63NmtCVAK72WUl0uZevja26X3BNXrVKOwqX7TpCnFIlSz/3HB9XqtNxnjPRQSqMPuH885S9qBBDgvomjhnXGIhEsjw7GwDJKUAHdTi6zXI/sJnVaBFNH4mNLU0oqVP/GSn5RrmUMNUrKdUsT7JTMJA3SJen12On+57mgCbkmQdoFThNhy1qqragAvD1Zeu5LHzpnu9Kx1VLSs9VE0luk2iIqXK+2xui2MdHivFrOmMbAc0Gt+nus9J4hXsTRrm7alU5bibiNbC0Dsoe46oUK4/139I6HgAwBAQEBASMVW31ABqfJiKXk61VgrTyU1Oq69vOXclh51MqPtXeAiY4+/4ehLSda/rRtOSu7WvFkhcoZdWkFyLKQyCcHBwCQifwl97QVjeWVawmFDZBCZ4ydXjlPI7S5hkyi9PN9TXC477Q1TSvlsmcnbRP8MTUj4qn2aZLAMui+E9k5+hy3m+ekFRWwkjTaagVVsKwh8oznvtVXLGPewbFVsgrpMrlO3n/DBECXyWUVKd6aBOZFjZM+zCP9SVIj2hLSW/eX1MHvuXznfUV6rxnQOGBVywP4bqppf8aNtjC4Hk7LB7hKXq5PLOfSfu5XLk/3pdV+6jMhRE73aYCNUgmICg5XbOGAx6YktK2FwxuH6fDL6qj25mmaJ8H+kx8ofL59eXXTMt46pq9pmps2NW/3QV3Fh7cCwMMtlPPg4OTC5zuNXdW0jPu6JzVNY/7OapRbUPvyvC/S560cHNp8gcQNuaZpWjowtYXDZJvN81YOVG3pAFI0L6elw1ujYeqbZii18FK2gJba1MJhss3GsqVxGoZ+2XYsR6K8AP6KKm9stnztowhuaMhfLc5zYeKyLSXOUk71p04fF9Rn/WPU+4ssQpgnn1Z4tEuiVpC1ZYqVZm1pA7LuPfJc3Jmq9JwVRvku6ZjoeRHYIp/o6GhtbH3RfchtzVOEJZ30cTrmRIxkXxC70VnWEm6ftmIJcdT9yS+8Nf5s9WNrSqLGjctgcqvJilhc9PyTfmd3TU3ydH1smZJn2rIhbdAKu24Xo2is+J0lC4dnuZE6PfmJdGgLswX9zsu1PsQ2HU9y29SucBocJVPSWL9j2jrERIfbpi3kut8S9X5wPSKHRr1vJULdSLUaLV68GPvssw+6u7sxefJkHHXUUVi6dKmX5oADDkBUt4zJ3/ve974XSOKAgICAgOcCWz05ivgfPCt/8slKpnxXLmBRuezvU9IKpr7Hyg+nY+VMEx1NGOS+EAZLaSkiK0oJdZs3ZxXMPHIjn7x6ZFnBxP1L71vRVgpRsnlPjbevxDXc0HS/8hjp1Sx9NpS1l4oJCtcpBCfd5+X8/tXkTOrRe5V0SPFUNuVm5Vx2jLS1RQgau+VVqg2So8mjJh48r0Q2TUo0dIAHkZ3nadpO1R+We518lzwsk+y1YcKh+5ktMJarmq5Pk3yWQ5OqPDKkF0R4fxX3C+8Tkj9pD3+m87Xqu+5JGZqc636znuW5u/I9Hg/vgFjliidpPffJ2O9vKtfJgb/Owelxpu8R5RuJobxvvfVWLFy4EL///e9xww03YGhoCIcccgg2bNjgpTv11FOxbNmy9O8LX/jCCyRxQEBAQMBzga3erQ6Av4Jr+dtrsiLQCpT+h5+nnDGE2OjVV7aaWO5wnF9bOYrkZHnpedTZmVXENCGzFDWrLbqvqs6/p0lmqeSXzdYeoJ4u9vtTt5n7kcmbRVi5X9i1TEy6YtlhwsX1CmQPl3Z5lPOWnPOflWKAmpUpD/DlZ2LFkQH5XCVr3rAFkw/T1dB72Bgsmyi0g4ONc4J0HmmzEABxN2PXtIylSNXlXNZqohcvWD6t0Eu5JHNmYYCvRT6gRtC1e6yWmcvl+nhRQ8/P9jZgcKjRN9I+/c7zbw+/KzoduwHy97x5zqSLx0KIqLYy8fc8GeV7vY0R7WXMOwTWCTmq38vsWRoB+MUvfuFdf+c738HkyZPx5z//Gfvvv396f9SoUZg6derzLV5AQEBAwPOEkfcf7JlAFDp9j//Be6v4ysogafR3fU9fs5Imn2x1iUk5BuBt/s9T2rRrFX/XVgzLmmQpvqyI6j7RhEW3j8u2+owV+VShT+yyLGsBr9KzxYRX9tP+i7PWJyEIlWrW3c3r17qcHNRCW6Is90SRQe9J4r6UdNodT7v4cR493tJ+baUTYmQorF7/6/YaYxe1tdUVfOU+Gqt+lsiD2jUrjvzx4vmv6/b2a8W+7Hnzlqynbv16v2628AjYJc3aA6jzM6yFD84nciZE+PQiAM9PDszAbdNkkctg67ZEn5N0Wv40gIlhfdUESMC/c/rTcgVVFnFHY+yRJue2in1HfX19AIDx48d79y+99FJMnDgRu+++OxYtWoSNGzcWljMwMID+/n7vLyAgICDgxYut33JkERl+VioB5RIGZ01A+6OrgaGKnR/wV1a53FIM19EO196GuK+utFkKLOAr0awslktwbbXhiIYq/lk7Qnqcq220tzZtCymol4Ghiq3cMfi5tKtM0cbMzfa0ks0r6dqqE0cADMuMpzAaLmlsTeB263akJDFqWHOkf7gO2Q+k2xlF/l6htB2KDIpFR8ZNW72cy96T+1yPQMhNAn9OsLueuAtW62WL1UuCSwi43yVPpZIlTNxWbXmwgipUqnWLGxrWsbQccb2j8ZV7Yo3jceNy8yw02mLB6bX7a13eaMyYbLliKdHvhh4Xee+byadJGhNCls0qw3qWV4d850NspU/y9iEVWcD0niNBuiBjuNhxGitIhbgLUn2RXvSo1z8SXeo0kiTBBz/4QbzqVa/C7rvvnt4/9thjMWvWLEyfPh133nknzjzzTCxduhRXXXVVblmLFy/G2Wef/XyIHRAQEBAwDNj6LUfWP2pZga4rUq6tjNlf+AeqE3vq1gYV4Ur+8eftJQJw74cm4JWX3tlQfvVKuHzXVhO5H0U4/Jo/Y+J3V2XzstudlksCBCQOrrMDx17/Gzz4rmm153r1F/AtD4ZS6NrbcMR1f8GaV073rRa8H0auuT+53FKM1V9vx6Nvm5mVm+uUfStOta9ORgZnT8S6+dN9a46gmtTJQNXfd5RaI2plJN2jMbDjZL8MUT410dBhq0WWUoykdzS8aHo8xtZeKFHk5Xl9fGr95fy6mJxwSPe0f2kOlEuNttRJdZoGyLp+iTwy76KoRqDLpQYx0tYbsWhmxsYgDCyL9FulSi6VyirEirSUmc5zIkEsE+fTrpRMpphccDnacqaVepZR0miLl/wuGBY3r0ygsdeIy+I9QJKXy9b3tBWMLVN8D/Bc4Lw6BZoUWXJIX2+pxSftQ9/1biS61TEWLlyIv//977j88su9++95z3tw6KGHYo899sBxxx2H7373u7j66qvx4IMP5pa1aNEi9PX1pX+PPfbYcy1+QEBAQMCzwMj+D9YK2GLAG84pyEK0eRCPv3cWSqv6G8+1m5l8Z8WMlOxdv7wWvzt1vm0h0d91efUyv/U/r8djZ72k8ZyVU3bNYwVQoqMlCaLBIZz919dj5k2bG+WzsiOWEVbGVCStqJrgjv7Z6FhTyQY7YGuSPodHrAb1v6Nm3Im5R/6DLCXUn7LqrqPhcTujCNPOeRBv/uyvGvelPracWXvBRD7nkFywHsd//Vo4fQaUzuecb70hYjE0fRzOvua7cKO7GoRHy8H9KFYT6bNyCW5MFz7886tRndDdeFYiBZXzaoW+TqRcRxve9PM/oX/vaY18+uwmJmWCir/qf89Hp6Dv5dMadel+kP7mgAycphTj6Vdvh6Hp433XQOcaZEf+pA4+R6tcAtrKcD2jkYwd05Cd69fkhD+pz9yYUbVxySxCUOAHfle53DphcW1luK6OrEsaW4l4cYQPihZCxvvDSgYR15YxllfGXxNNLoP/OPgDkLVS6fnDliLLHU/Q1lZrD+9T0nukrN9DJqfWAtIIw2mnnYZrr70WN998M2bMmFGYdt999wUAPPBAfvjpjo4O9PT0eH8BAQEBAS9ebPVudS5JahTQCopACnK8Zl3tvrUJXKDcR/g62rAJ5Y2bswd8Sl16xZrzRxGQJNjup4/bCrJeBc40sv68UsXOH1+blU/LouXj70MVrHz7OIxyKxrR0niVmeXXCrSkqVRx65v3qLkHCsHS7lvOAYP1TfJswZByKlWseucE/CqehMgNZvuSrSLi3mUQitL72vHD8msQDW32rTIiExME/kzJClBe2Y+Fnzkdkzc92SADbWWfmFh7jljmoQree/WpmLtmue9OyO3Qi/YpoajPscShr9qFjjX16GF6LqRziQiABKQgS80euz2KBx/bAb1/on7T0dCkPby4QIT40I/9Bj/8x8uww0ciPyAHW6hEJibVUk4MtH9tLQ6b9Hf87Ij52fOtuE0Cdpurl9/5jT68bOxjuP3InRuWSFbqmZywZQlIXWr/5ap7cc+6aeg7dgyAuOaaKLJwn0j9mvy0lfGqny7FTWe8Gp3/WNEgZToYgmVFqv8OJePGoHL+BrSfXPL3xVnvshVEoaMdKw7aDpPuWIv46f5GHt2f2pWOItW5MV3YuMNYjL57RXZBQ6B/U5hMt7fBje5CtGETsHkQIw3OObz//e/H1VdfjVtuuQVz5sxpmmfJkiUAgGnTpj3H0tlwzc6jsRaOFKIWzr1pJTx71EwWAElHc3n+traYkE5rW9u0jN74/qZphty4pmmu29j8XJsdWjh36S5XfL7L2sGupmWglTWHFsa76RlGwwUriqvCsJzTM1yImtsKhu2MnaiF85JaOLvJNenjVmQZrjYN21g26ZuWzlMaBmz15Mj7UdcEie/p6GmWX792txOk1gLtDmW4S1lEiUNSSxhnoKHk8qoyH3TKzyWvtn5Yq9TWpm2R17tWSq5F6nQ4bSl282CjLbJ/hvPKSrw+7FSIknOIKlXAVfxzjHivjljOyLVQK+aRVtKYcFgHv4r1A4AcZBpVqpj86yf8/pR+lno5wpwOshFFiIYqmHvhk75lCZEfrptlkbEUEhfVVv1vOXJ3dFRWUphuYzWfrQdCbkmu6ontmO0e8/dQSduFFFWd36ciW73P7/jXnbED1vlyc7ARvYggsjVmCIbe1YmflvdF5IbI0kSy6HJ0FLcowub3jsXvqj2IKpvq74lyrbP2IfE7UU1w68IFKK/ZhLi6zicukp8tQiKXcgH8xh/2x67LiZSUlKWSx0aTLn4nNbE0+w4N+SnQxIELf49bL3glJt2yvjF3ivYXMZIEjx8+CfPfehdWHjsha3FmGVh2ipCX9I7Gui8Moue0MrDZrubFjIULF+Kyyy7DT37yE3R3d2P58uUAgN7eXnR1deHBBx/EZZddhiOOOAITJkzAnXfeiTPOOAP7778/9txzzxdY+oCAgICA4cIWu9XddtttOPLIIzF9+nREUYRrrrkmfTY0NIQzzzwTe+yxB0aPHo3p06fjhBNOwJNPPumVMXv2bOiD9M455xwvzZ133on99tsPnZ2dmDlz5vCdJcHuNnpfgKVkCngVli0crAxaYCXVWnGVVfV0ldtl98IoC0JKCrQirC0z/CfQoXpFBk04mITpVWyWTVtAuDzZF2RYdDKWBu2KpoMccJs5v/RLNWnsiWEIQUujcblsOawIcl8LKWXywoo3ETkvr7iWcRAE/cmySFvS4AuRLw+7NMo8kjHiSHLNCCxbAiSdZ1VSFryqeke4/UOVxiZ9qcMjHdXGOGqiTmVHg0M0BwyFPC2f3j1y3YrWbUQ0MOjPBwa7eWmrZ70t7Y89jXht3XLMQRCqtNAg+SWvIEmAoQrm/ddyRP0b/PnB/cXtE9JF71W8qg/tJ8EO7KEtNyyLfA5VcM/R22PSLY83xk2vsFkrbrQ/auZVj2PFOycBA4N+2bpudlGWdsQx4tXr0HNGKbsgMUJw0UUXoa+vDwcccACmTZuW/l1xxRUAgPb2dtx444045JBDsMsuu+DDH/4wjj76aPzsZz97gSUPCAgICBhObLHlaMOGDdhrr71w0kkn4c1vfrP3bOPGjfjLX/6C//iP/8Bee+2FNWvW4AMf+ADe+MY34o477vDSfvrTn8app56aXnd3d6ff+/v7ccghh+Dggw/G17/+ddx111046aSTMHbsWLznPe/ZUpFrkNVeCYmbKqQUIlevEIuSU0R8AD+tJlqsGPI1l60/nQNApCQ9pyfyI4cJuG655nbLGS8AUKnASdhmsVqw0qPJBz/PU8x0m2UlnKPByX1Rxq3wzZw33dtk9KFOy8/SSHuKGKT9ETWsT2IZYdezitq74Vmtannc5oHaeUDapM37rnjcoqju2umy1ku2zmRc7Wh8dF0ij462J9/5mkkzkzzegyeEht3R9BlgOiIhW54S+HMgPe9HKfY8N61Ihrotkk/tjavlr1uFpBy28kRRbd7roA5WBDkmZ/J7IO+LFS1OwHlkbNNrw0LDQQ+sYCm8f8uyclu/RVyGRKjk+qy0eZH0hio1V1i9R8ojz1VkSCwRv6h/g7/wMoLQLMrezJkzceuttz5P0gQEBAQEvFDYYnJ0+OGH4/DDDzef9fb24oYbbvDuXXjhhXjFK16BRx99FNtvv316v7u7O/cgvUsvvRSDg4P49re/jfb2duy2225YsmQJzjvvvGdGjrSSoDdWaxc6SzkThSmPGFh1iqLDrkv8XBQ+dsVigsXyVJSyZBEkyc/XztVcjYQklMs11+Ukqa0Qt7UBQ0O1NLosvtauRHKfLRs6Ip0o/fJMlFMroloR8bH6WcukiZikEXLFaXh/j6QR4il1iaKdKokuTRu1tzfazZYmAZNRfUCutEnvO9JtsAgrSE7tQqj7j9ssobkBfx5qN8pMJEQjOhpbQniflSaqTNCENEh4cElfrdYOUTXcITMWEwETF334rRxMK/NC7zHKLEDAJ0x6j5AO982/FwK9kMKkgs9WyiMt+vfESsN9T+1zSVLbL8JkS9puRYdkUpTnZsdBK2T+8/lK1gKMsXixNYTzDggICAjYNrHFbnVbir6+PkRRhLFjx3r3zznnHEyYMAF77703zj33XFQqjfOFbr/9duy///5ob29P7x166KFYunQp1qxZY9bT9KA9VpoErNgIRFnSShErqZYVQ2ApOzoyWf3TDQ41njvnu4VZViW5b5Ei+dThkLUiKIpPFNWIkXNAR7uvJKb9E/vttOrVYaiBxiev2KfPchRDJlECJo/cBpYrtXIotzENa7Mg78vgdkRRulk/zRsrOcS9zTpYtlxu7IPitrPMqesT9TnvW5I62UVPytHR6LRLG/crW/508AkdMZDL0ERFzytrPjJR5bzSJ9JmedeFGAmYZKRtU21lQsTzVQc5sMpjwtkM+ndB5ia7k1l5pP/0oa+aZGpZ9MIDpxWwFadUahzay/uVhIjy+DG5kd9A7i+5p0kip9PvlP6NCQgICAgI2ErwnAZk2Lx5M84880y84x3v8MKXnn766XjZy16G8ePH43e/+x0WLVqEZcuW4bzzzgMALF++PBMpaMqUKemzcePGZerKPWjPciUBfAWLV4jZYtDMPYTdfbhc7cIjEboUCYvk3Js0aEGS3QSfruBSHRUia6Kc5K00p7KQgstWLVHUdV/x4am6nXr1OZWVPjm9DpYQR43DWrW8fG1ZZZxr5C3FfjmpYm5YpiTUj1iKuJ2O+pAV69TdivqmWvUPWQUabnk8lmzpU6G0vXFJ+zyqyZgXDKGiFF6PRDqyRsFvB1u+rIiNVdXn2pqpiTXXz5Yv3iOmD8nV74K8W5WCRQdNEgRDQ77lRr+vOh/PUe0myHXq50I0pAzdfs7P/cdWF35fNFmS+yKfWIAYuk52ARZZ+bfLsvYwoZM0UrZca/LG/WL9fub9Ntb7MFiNAgICAgJGMp4zcjQ0NIS3vvWtcM7hoosu8p596EMfSr/vueeeaG9vx3vf+14sXrwYHR0dz6i+RYsWeeX29/dj5syZDWWFVlwB+PsTLGVFW5g4nWVN0c/06q1WQHilmJV/faBpml4pkJYiyYooExNWVvlaK3ueFYCUfVbutYugXvG2LFeIGq5sQjbYvYxDMHvtIJLF5CVdvac8vAdHEyMpy1ICOVIe7+niUNaWRYAJkY4gqMeZ00ofcj4hqNqyxNAEWZ9RFEXZA2qZeOmIf4nVd+TyqAmOVo7Z0me5jUo6fo+sPW0sqx5nSzFnVz9e2NB76yyyrV1Do6ixL0nvv5L0UZTdy8TpxH3PsrIwwbJgWUk5n17w0JHzuC4uz6qT91lyu7Q8bEHKs5IVEao6Wgn9HBAQEBAQ8GLEc0KOhBg98sgj+PWvf9300Lt9990XlUoFDz/8MObOnYupU6dixYoVXhq5ztun1NHRYRIrx8oYr6gCWTKkXUy0sq5XnKVcDa1MFREnXZZe2RXl0XLNYdmYaLCiqfcD8Z4Wy+2Ir5OkYWVJLSdJVulkOXXZQgQ4LLXeV8PpWVZtncnbL8N7ddgCo+XTfS350jaJ4klKqc4v36tUXmoxIBm8/UuKZFl7bPIIL9fN5WjrkZ6j3AaLsHl9rqwZnJb3lFkLAdIXlvUnY+FSREnLbSn1lgVD5JZ9ciKj3mPE0MRO6rOsQtw+bW3ScpZKPsHSfWTtZyyCPNdycV9o8i8QeaVvmJyxqxxA0QRzAk5w4BoOMJH3W0jXURwDz89RFAEBAQEBAcOOYSdHQozuv/9+3HzzzZgwYULTPEuWLEEcx5g8eTIAYMGCBfjkJz+JoaEhtLXVDoS64YYbMHfuXNOlrggRrxgL2D1Fr6ambkVKadAKoV1Z7VNWkrUioa8tRdhSGi1ilCgSVKkAKPtKryUfK1bsPqfd5tgViBVnLaNFdvi7Jmcc0U0Ua638irVF3MuArIIvZEksUdoCo8kAb1SXNrNbF1uypL5UCS81LEs66AOPBfcHH6DLJFRbbITIpdYKqsMiJNx+i/RInsFKY08PB4+okiWLLWTaTdNSfq178illV6u1PWwVpR3nKfZ67ltzlxYM3OBgba8N9wtHGJTPlFBWfWuTRSx4/LXVRluXNeGwzj7TvxX8vvHCS56cvMcxfY+qjWd51jGL7LBs/Fuox9gKzMC/B0z2ALhKpUaCADjnGudTFv0+BnhwQxU4a3GtjqhteA5nbSpHK4cqtjCmpQ3NQ7h3P9S8qr4FnYXP79wws2kZ+3Q1r2hu29NN04xu4WDLK9ft0jRNM9z9j+KDbwFg+xXDM07DgVbmnYubJgGSFhK1chhqKweZlosPF43i5vUM20GxxWcC18pp4RDd4SijpYNiWymnKLJro6DmSZr0Xyv1FJXRqtv3FpOj9evX44EHHkivH3roISxZsgTjx4/HtGnTcMwxx+Avf/kLrr32WlSr1fQgvfHjx6O9vR233347/vCHP+DAAw9Ed3c3br/9dpxxxhk4/vjjU+Jz7LHH4uyzz8bJJ5+MM888E3//+99xwQUX4Pzzz99ScWuwXHt0MAZ+2VkBAew0WtnS9VmKh3br4fK1Yqz3fFj186q+PuiS87M7kyBVZnNIn6zKWwozK4raKqKfi9sV4AccsM4N4raJ4i/lazcjdofj+rj/dblaidWEgGXk9Ok9Uhbluexx0qSmavR7Rum3xjpquM+xRYYVVdnvo9vJ80oCIEgf6rZJuXr/GtclxFOTGY72p9vS1pYlRtrapfuBr/nd4/v1fKKQm5Ym6zqvbSKTLAJIXl4UYOKjXQlZLiYwck/k53pkfDThAvzfG26jjpoo+Zhg8T+CZnummu050gtJLI+4DkZRYxycQxRFNYKk+zogICAgIGAEYovJ0R133IEDDzwwvZZ9PieeeCLOOuss/PSnPwUAvPSlL/Xy3XzzzTjggAPQ0dGByy+/HGeddRYGBgYwZ84cnHHGGd5+od7eXvzqV7/CwoULMX/+fEycOBGf+tSnnvkZR0CDDLHCxNCKmNzT7jiAr5hYq9WcX5MGTYokb5IAjsrTe05S5UURB3mmyY12f9NKFpMaXYd8Vip+dDCt3LLSy2XlWVuEBLDcfNaSZZnhfmPSGUU+GeFQ1VKXjqRH4bhTcDhqKUvn0WTOUv500AjdNu5jbWmSPDwWljWO+1XGQu8XApDuMWJSWooBRH7/l9RckLxs3ePgGen8FxnJEqcP7NV9rvtM2sJEiomDXLPFJY6ziwCcRs9l673TZF/n0ySF9zVpsqOfs9uu7IHi9lhWJiZAut06yhwTId4PxP1jESNJx2ASxMRILFRazqQeOtz6/QIQxXHjeSBIAQEBAQEjGFtMjg444IBCs1Qzk9XLXvYy/P73v29az5577onf/OY3WyqeDa20aEuSRRK0wmQRIyBLDAR6VZ9X97kcTiuwVtlZMRWluqrqFvKhN51zG6zVbwtijZL+4Pt8z7L6CHERCwoTPiZyOry3WDF0EAkum/szJQhxg4ixRY2h3fm4PCBL4kReLoufi1KfIEtGymT5sEiCkIKy4QLF6ZhIyV+G/EX548l9oF0n2SpXLmXnLx/uyoTMI3XiomWMS6T6MyWmSUP51kEo9NxicqHJt4DnIfeDFShEPvn9TftdvYNSNi+q6AUW+eTfFjpsudH3lF6TmLz9iUDzc5LyrF2Sxvpd4vv8juv+lHKJRKZPrN8AIJc4BQQEBAQEjCS04PA5wpFaZYjc6OeirFmrnZog5EWuEyWdFS3LnSfPmiRKKssln3wWTaIUdS5L7pVLdn0WAdNEIUkaJEMIDKfRK/K6L1lh43JZsU3HwjVk5jOS2GrCgQX0+T6a3Ej5bMWxZGbLBlvY5Cwj7seqagdbg5j0CaRN8qdJVxoZj+pJLUGKZAD5LpGcl+c4EzGR1zonSr4Dtfak7ot12eTsJt2f0kc6SAO/P1FUIweSnwld3jzU84UVfk4n31l+jsQm9cpzfveFvPBvANdnzVG2MAG+nFIW/0bw74n0ieQtlXwSw3nFZY3L4ban42ss7sjeJ3kucml3O+3uR3U7IXP8G8bjW636/cJtBOAqam9XQEBAQEDACMXWT45YYWACQ8qLG9OF/pdv11DeLDIB+IqglF0nNZXtxsON6WoQC04v3y2lUJTXcgnJ2DFwne3ZeqtJVkljhTlVJmO4Dtp0qFeOdds0KdREQlb3gYbirpVIyS8Hl5ZLjU8mFKnlo0pBD5JGmWKJYbJihcbmVXZW/MVdzFot537msipVn7AwWePyuB1CHkR+PoC1mvgkTbeHXdo08WCrEJM16WNtkUmtNwpcn6QVq1ZMfcXjyfLrfSoij6SrJlnXR3nO1he2tjJ5ZzLE81mTaE0sYpKf56hYl/j94HnKc5rL5jEQoqDfV03GNGHlseF7esHBgkVUmJTofuXxsNzo2DIl/S/3mDzKNbvsoW71EcLG8gmkf/ScSC1VUdZ1LyAgICAgYARi6ydHrBRoH/v6ynLfHhPwyv/4o68QsIIiq6aUR5OIuRfei6WnUmQ+TYQsuSiN62zHiVdcj+UHT/EJlqXoG/kRxxiYPRFvvfa3qE4e20hrKbhaEZXnzsGN6sQHbrweSe+Y2n1ReCpVv090XlGaEwfXVsaMK1ehOnUcEQohGBSSm/dt6fZEEQbmTGwQTlHqhRTItRAcbXGpkx7XPQque1S9LYkvuz68NY5IOSRZSjFcV4ff/xzVLqb5lAbIiDNlpJZBsb7o8RTyJoRN7nOdImcU+dYdrdin5EIRt3LJtzwxmZD5kVA/Melgi5uUU1JjyPNC+pLLl2str3zqcvQclnQiKyvt2qrBbeA/TQD0O2YtajAx0b8p/LthWcCsvuCyNCm00rGceXUCjUAqTFSE+AiEOOk0bMXS5DWPNNe/R1rGYEEKCAgICBih2PrJUapYlrJ++PUV1bF/Woa73zq7oWyyIiNgZYef1+89cNws7PKVZdlACJyXXX4kf51QRJsH8Z3j34CpN67wy5b82uqj3d3iCO1PrMXXFh+NeO2GrFuMpNNyadKYJFh0778iGqrUleBy41m5lCU0LCf13SFj74YrUX0ZNyxDlkqFLA8x3v31n+DeD4yrp499a4m3Yk4ysHUojrHHpf/AxG+v8C0UbMkQ2dhSpKw//5+9f4+XpCrPxfGnqrv3nvsMAzOzZ2AYUVEgYvRrDHI0BEVBJCQqMcdLUBOV6EHPT4lKTLzgJZJoEqM5htyM6FHjJVGjxhhBDcbjJUpivKBEEISBmeE695m9u7vq90fXW/Wsp97qLmRz2XvW+/n0p7ur1uVdl+p+n/W8613XnXsUXv7Pnw7ZhTIIQlJ3cTTGhvbpHHjwOvz8J39UMXvGlDGIYve8YVbNx6LOfPlSPP1z36zAr+X3AIqNKYPaQs+59+TIDlsRtpXdwAz4cHnBHpocN/zqUchXLKuDWh7jbjcsp0vsbSfFwYdsQLZ2ZZ2RAOpuXNy3NNbZEasr4KqusaqbXWMQkKbIly0J94lxXn0OGUwCVVlTvRBMKNhhJs3bY9TtAL1u6P6mbVKwxM8AMAqhbnU3ufIpI6TM3FQvvF4G3RB3O+1TY+e73eo3I0qUKFGiRFmAsvjBEVC5fwgIADD6o+8PkMz2/dVSMw7YINBNzMMMyf6DQF82YVv5iWOAmhjIGQzRuWUnkoNz4Z6W0gBK6kZSYAznSOb6WPevW0dlNK3cjnP5yXMk/QFmXnYQyb4DoWHNrIiWI8ZcMhjib08/Fd1td1b6ar4BueOYkW7GXcGKfPDsU3HC224J3b2MLeL2lOxGEgKlLMN3f/2huO3560OGyYxbz/hmF7vi+wP+4Ta89WXPr8CQAQoLl81jwuNqDAuAJTfvwYc+9YtINFoc701KqrkQsCmm32CIbf01SOYGVfosB+b6zayMBVug8s498msYrlxSMX76PAyzUZnBfq9O2e58uoc/e8lfYNcJa+pgwvq1Yy5dBIoZRKYpfuuSv8cPX7wyHEebSwzKPfaoeI5+46P/hGufv8GZC85PG5dhc6DXxfmf/Sf86Lwj6wsXCsiGBFYJdOQrluK0T38X2RoBelpn0cc5A80izdanbcYxH9tR9RvvR7K8DIpMTVtQmJ7C+g/fOQKbyu4YQ6S/W/a9SH/9rx+NH/3B2uJ8LJrPps9wiDzLkHO/UBvy1Stw9cs3++6eUaJEiRIlygKRQ2+Jj1d9TWxFVf/wmWnSdy5P7xP7UWMV1Ag0QzjPERxmanmACphwOR4TwxHTTH/V2XMdZMM2y4FcwAz3iRcJzsI9W31s3HP9HKwiTUOds3x0wOfUVFl3MtevgJBXHov1CTM3AJK9+0PgZO2sAd6iXXbwLLngJfsPYvkPZyumj5kle1kEOgVpBTOU7DuAB//N1tCdjftpSLqwEWy6djtIDszia2cfizTbE46hAQk7f4jnlx3wav0+GOIjT/4f6A1vq48Ns29A1V9ANTcAJAfn8PYnno01g5tCBhOo2DXv/Cth2S59yhNwwnBH1VYCtQEDxvt6TLIMyBJc+rQn48EHtoXggec1l81ziJiQdz73f+LBt2wPQVDZf2MOeS0kme3j7998Og7bcxNdpGfdPhdgJLFDoqncjV/Zja8MH4UjsTUERia8z4jKTCjU/hU/fAiOO7AzdOVT3bVfLe1UD0kGDG5dUo0R15vnyPPRmUa1oBZFnwzWLMWSB+5BlHaSpAnu7iGuuRfVk+uYGn/w5aiQfHKa2dmJSZJ9ByamWfWTyQfF/uS/No69f+T/2DWxjH/b/5CJaZYk/YlpesnkfXRX75+ZmObfb9ky9v7q700ep6XbJz9byZ59E9O0GO2J+wdbHaQ5D4eYtpVJB7zOm7Q4xLTNoaptymkjkw5EbXXA8zxJPpj8PLU5RHdS/7U6ZHfMAdpJngOTf84OEXDEhgUbDHymBxtnCgj4ngdc9LsZDnqgqObhz/qeJvVQ3QGzQYaSrfZziGnTQ/Xz6mXjUY1RBX7DrB5+mI1874BX698sqyLAZRnKc52K9MnUVGXgW5AG7k8GnmZoKxCxfjewkmH0Q+SNIYNX69thVhn2/D0I6Y36mARjTH1rIEs34NvhsaqT/TAoMMkTchl02sttsXT9QdVu63ebK9bP3lz0DC4+k6icHwTadVyYwSmNcYrqNsxGvaRsj7BcwTlb6u46zJDsJmMgCAiRVnOVzkbK+/0KnBRl9W64TRYAJGQ3gxvvOeoPcNg3bq76l93f+LO2gz53tt+JIz+5M6ynxkYKQLL68xzoD3D8G26hEPMNeT0pgPqWj2wN+5dd7jI640jHoXhGezfeji2v7PrzJ0qUKFGiRFkgcmiAIxZeSeW9B3q4JNAMirxrzL6woaXGlLfioodx8gq7Bn9gtzE1JC2SGuto6biNdo0N19K4FdcdBkz23VutsL7SA0PZ4GUGjA08ZTq8VX7tu7IfksrQZ3DA7m560GsJuIi98g6M5WANvP+HQV8nrUAIj4OJubUpSFJQUbYvZFeCvrIyup1Re5kpC8KJowKEBprsDKkSTAtgsnLSZKQDuzJaOl1A0P5UAKiMjR74yuBNmSGPIdQFBJ63Ws5gWAc3xrRoeq3HrmkYf2aY+ZnifXt2jcFNubBABzHzniXvebVx94TbxYfAQq4xK+jtV7IVOAOQ5hZsQNXqYmnadwQA/X7pfteKjYgSJUqUKFHuh7L4ncPZ6Nc/ejYkgPpqrRosDIq8Ffcm0KTnF6mRZ8Y5rYgHBpICM4/tUioyI+OYy2EwxOVpG60MBlHcF9pGPV8mcfRhtsMzek0vpUQ5ihyXB6AMpMBGO4OkSQa7AhHuTx4PizbHY6fMCfcvl8EghttSgpEiLQMrTmP9ZuMugRoqwDMMyzTdFXiY8erpzsxZacjn4Zgaq8e6BuMxrPepPhtAaKh7QEifEy7L+jnLRnNvSCyjPiPqZmbPPYMrpeqtP7k+fhaZ6WKRYA+1ENgayIHbq8+e9xylMqe93wfvvCEN9KDR64q+zK0vGeSoXqav5VU3UACt3G6iRIkSJUqU+6EsfnDkucHofgJeCVWXO37pimkTeFLQ0eR76+nmMVdqWHruMcxyJEnljsSGLhuNanx7OnG7uV3cR5au06mikemKPJepe6e4n5Q9UkbNY20YOLAhy+3hs4m4HZyuDCBgbkl6T8o0F0YFQgo0MmlnRrpb28q9XjR/PLaM+7Uj7TFDvDS+xWhmHW2sONKdzsU8H4GOgQQZKUGeugnS96leWK6BVHbT0ueFDXH7bM8bg3kGDN1u0Y4O7btymE9OX7Jh3RBEqIGvvxPcfmZcVBSgWBuNUdJ+U12tvepiyOIxZlam985gkHWxNMQqJTo2Ooc8XWRBKR+SC16UKFGiRImywGTxu9XpajKvOgOhOxDnSdP6ZmxlazSPBwY88KEr5d41u26Gr67Y8j1z+wKA3FnZZkNHjZ6m1XmgcrfhDf0sbAAmxKKYsNGk+yS0Pm27sm2ctnT5MT0dRtCu11bQk2rvi7J1ReCDmgteGdEtr3RTwMXglIMrBC6LzAxRX5gbYLkan4aMj+7jKUFWErrLARXTo0Aiz0fudiaDYd2tLiif+sP0VYBp+uv48R40/q5Gu31mlseAhZWte+D4ObC9WAwaLY3N3XGLGUkyAn8GKk0HZXUYsBhYZABUHoSahvqW49sJddRymzbVeuDK+oF1MlHXOb5methvGi9sqAudXmsCzxqYoUiTdFK02XgbJUqUKFGi3B9l8f+D8Uoui61kq6sMf1aXmKbVUDUcrEwFI96Ku1evvvNKNjNZZiTN9etl24ouG6T6nUVXo4FqNZ4NMjMoPWbIA3xlPzvgi8NXp1I3h7y2PGWZVJaBC3vvdnxDjkEQl83587wy5JV5YVCd5WEfmxibw+cE8Zjxhn0G5wyMGEDxXiMrl9vP+6qYddAx534w1orBrO4L489Daq+JjZvOXw948z0DW5w3pX6y76q7zilts82xPK/OymLgbmwU66YMje7H0wUOBk4MHLh+Tq+Mi7KvDIxKN0cBWXaNgY3qZIwQAyPOy33KLCD3tzJlnguy6s6g0JN7MVJVlChRokSJMp+y+JkjIDzPwxNvdZlX0BUU8SqzlqNGpseKMDPARq3p6IEM+9xJKwbA0nQmsCyZGMHcRjWemZHiujm6mrfSrSvjuso/EEMNqECBMTGsu/Y7M0a14ArWpiQsh/vLY96sXmY2DHxwJDwTdmUbUn4rb0j9ymU1MVs8PpxWgXPZ/4XwOVgqAdPDfYOqHGV2gNCo5rFXwGNlK5j2wLUyEdpH1gfcXzpOnEb7VpkYAxGaP0nCqHcqHgPDe5O4LUDI4AyHVdlWPwOipt8c7pMm4fYMBvU+4HL4mtXZdK6Rp5sCM0ujCx/ar0D4m2ffx7UrSpQoUaJEuR/L4meOgLqhzSuenjEGjIyRTIxwBg6e4eit2HuryOzOxfkVKAF1Zss242sABjMs2VDxDCa7rq4/HntgYuyFGqkKurQPdN+MGV72Ko1oMiYZZDF7w2V5TFXJclDfsosc71EqV77F+GNXvlTu276jYUYhxhuMQDaONZgBj5el8UAUzzdv3hTnJwWsV5pWTI/1q87vLA8DS+i5WFZWh+ZLOe+T+rzz8lof2B40LkP7yVtA8BYXOI8a6ly2MjO8b4nZFBPPrc1jmXlPkz4H7Go3HALDYXXQqwWMUPDlAQ1Owzow8FKwpc8Yzyt+8bPHgE/3USpbx3OXn0VlwKn/8+IVJUqUKFGiLERZ/MwRG/5mJDQcYgignoY3LjetZnvGOtfvfeZyFJQoWOLVfMvjnZ/jiaVR49tjZrQtnn66B8REXY2MVdF+UrDYBBqAiv2wz5zGwIqnJ4MfDqZg5950u2F/MNviHnJbXDOXPY6GZ9/5/CnPeFex8OMaajvLQibNyjHmjXVlUMAMlIJePgDX8lrauX7IfHDfs2i/ePNO6+fw3zyHPcPbyuI+s34wI14ZUu+ZtHRsyHMabSuzyh6AU3c2rpv7wZ6L4nui4bS1TAZwWob2hdXDZXKfM1ulZXI61l+ZXa6DF1AYyPF+LmXwiroNFMWADC0kSTF2b9Z8uCa2AanzNFb5gYMT00zdMvmQ0qO+tHLs/f/YecLEMr523DET06xdM1mX6e5gYpodd6yamGbF/1s29v76b++fWEbn1l0T0+T9yQdx5oPJbZokbZ7vvM1xsy0OTM3n2hxk2uJg0EkHprZ43lod8DqhHgDI+3d/DABMPBC1lb6tDmZ13Kxr0qLd8/Cb1qZN4/o3z9v1/eIHR8rEsKsMu87o3gcgBEb8buV41wxANBntlk6NE73vsVZar26Q51VjTZtROZq2K9PA0tjBn16dHmhjxkrPz4HU7/1pe/Uom8Lv6oZmoImj3SlAK4GxjXdSgTBlixSwGii1e3aYqunJQFwBYG1lnwAEIPs9nHnGY81ugOo26bVBz3AaJS76qIMgiISBRzWwOfBDbS5bmxCCGgZlukigc7xsO+mqh8l6ZfCzqXNTgbi1T13fxj3nGvKahYGJF5qb9VPgo9eC84pQd7lj9kf7jEOn62+LpVEApu+st1en/Y7q7518L3PPg10fJUqUKFGi3Bey+MGRiRkxHIHO/tzZOGpaQTbRlWpldBRgKchpKssMVI8BYTDAUc68dNoGXu31DEyN6MViEdzUIPYMPW+FXNvYtDKuobKbAFgAUuiepTVgYeUOGlbvy3GnvEPpaw61zf3BAA8I99AwGGgCRdpnTWBOpWSminZalDXun4TqZyaL283AydzrDGylSQWwcge8sMsVg465Qeh2ZnVYJDnem+UxSVy+lcvPKbOVyqhYWmWAtJ6yHzth2VyulcN5rY91/nNe3qNkaZhxMnDC+fjdu6agRT/zviD+PbMADU17n7y8TUCJ3e50YcJbrOHvUaJEiRIlygKVRQ+OcjXCFBjx/gvbz+OFAba86jbFRrZn2LLBbXkVoOR5fYVdQYcZm1q2fvbAkumuYapZVzPyNGqXJ56xy23zdGcdzbAvDWFh2rgNBh484OCBJquHA0iowcZAg9vfBNZK4IPqnfNZXj7Dyfpaga3HIPF+ppqO4v5oBqy5BpoM87AOZcGVHTAgZUv8WTaaX9wOBdlNjIwBIx43uwdULoF6n/tdn6mpHrk9dsO0Ot7GdHl6sh72mX8D+HqvVwcDvPChfWlghAG6AiDrW6D+m6LsjoKYceKFG+ffLe/ZHRILzIwV6zJuz5GxVA0hvO1z3HMUJUqUKFEWskx2NlzgknjuO8IkXPU7M7jlCUdWe0jUiLFVYY8FShLkvS6uvvhw5MuWVPfVODCjjAEDl7FkCrMPWl/pYPXyZ2VA1AjqpMiXTFV7YwKwkIaApt5R1eGgvW49HYNA3ZPDQMbyWThrNn7te5qiPHSVDd3SsHQAZMlG5KHB6jEQBjY52AHrYO5waUJpqIwgAp0d+JlV5ZRjktSZQgPbARNGgEON7tIlbYwrHJfH9XtgqtQpCYEABw3gfuI+9pgzrlNBETMTntGvY6gLA0CdgTT9NWiJiYaj1uAeXK+X39NBAxRYOg6qoMJgjAMfmF42L/jV1A/MevHvDIMZTWuizzg/R6YnL+poGyyv1c/16Ny2MrQ/5MDbJEkQ9xxFiRIlSpSFKoseHAEIXVWA2nkhq7/fRdpH6JLFokCDjfTCFelpx/0X8uluHcBwvU3GPYBtp8/gFX/zIeRTvXo9Hjtj+UmufdtqvP2yDyK3TftqhOmKO6cpXrsetRG/8tlvhoyaGuPaB0BgnA83rMHDPnED8iXTFRBSg39IbRGgaBHVrn3h0aMygv5OK+DVIaPT3tlVrtvB3APWjfpU9waxi5qltwhw3OapHtDrIl86PcrXJ5DBASMs/2AYfrd03Q7y6V7VF+WYkh58RhODFGt7txNG1BsOiyATBCqNOSoDdiQh02Rl6PiVbTIGIa8AgL1KBiStzpTiMeC2sZQAT1gJL+LiMAvP0eL0QBixLU1G7eLnQ4Ga5edn3lzP7JqVAYSLEAZEurJYULJ+BKy73VF6L6x+CbCHo7bZuUasH+tm7et2w3OMAmA8DNvEQHWcO55GvGMQZ2n4vm74bZgzuf42RXAUJUqUKFEWqBwa4Mhb+QVKY+zIT92II768te5Cw8aZutOZUTHMkByYxVW/ugXp7v1VPjaAedM03zdJE2z8l21491m/hGSuX7Eqllb1MZ3EeHzgRbN4xbNfjGS2HwCY/ODBsCzd02Of0wSrfrgTf/SPvxLe53rVYLa2DCujOukPse3gqrJtJYjojJluErUrn+rhXc/5a2Srlla6l6v0eeiGllP5HIEuTfG6970X1z1rJhxXB5yWbeD9P0WdJ/z9T3DWP36zPh4sBri4v2j/0VUXzuCZn/k36hNxYwKqiHgmrFsnxa2nbMJvfv5fR+wgEBriprudh2NhtDloRJYjn57C6g/uGZWh81CBd5qGc73QI5/qYes7V4xAOEfNG4oRr2CcP/e6uO7czSO2lRlHIKzXm/8ESvaduLHKr0wN683PoAGEgintH3X4CAQrK2agxML6c5Q2BhBTvVE7FLwEcyOrwBODLtNvqgdMT1V6KJvDe6m4rcy+TvUqIOcFbrC2aRnUjpI1ZldAFQU+eY6k16vaMG4fY5QoUaJEiXI/l0MDHAGhiwgbBLx67xm+aqSoAWXSH9TBBK/meivKxMgk/QGS/Qerc2o0Da/ImnFmdRW6JfsOoHfznbU2JNPT4Yq6Ai8zNgdDJLv34di/vDncJ+LpwmAlMKgTpDv34vbnrB21x4znwbC+34mNYjHSk9k5/OnZT0Xntt2+q2GWhdcHYowWIOet//NcPPADN1d7e5StamJQTAZDfPP3fg4fe9WTK53ZZdDal1KZusqfJNjyqRxv/o9fIsaJ2Jdg71AWziPbB5ckmN6d4Uu7jq8izHF72UAGKoaLgSuAfOkUTl179Sid1/8FACrbwf1UAMBsxVJc9qi/Qb5sepTH2KOAEcvq14wV6XYwWLcKn37R2zB75Orw2WPAzeOgbmt5jnyqh//1px9Ftnp5lceADEdY48AIwrbMbT4cv/q3l2GwflUIyJhRsRcHWUgq1mrPwzfgpI9eVezFy6r0xvrwd3txewDc+I5luOGPl4XuhNyPPM6SFwDy1Ssw83e3j9hJfja1/4y1clzv9v/VyMU4eJ4nhIrluXPbLx6Fq163vroeJUqUKFGiLEBZ9AEZAtcW3eTMRogaY2yIAOGeFM/ABqrIZVy2Ggm6Mm+GNLucMXjxjAw2IIFRemMcOHiBMl0eePPqaIpSpn3A/WTllXtjsrAuj5EYkNGq7c5zJAdmfRbP8rBYAAQDMMVhrZ3td1bAxZrFoasV/Bk4oGAKy3+wIwwZbv3t9R/vy6Jyl1+1HQ95DcK9SLy3yfIOhmHAC+vzYYZV/3EzrnvGBiT5bB1oMltl0eaA0BUOQLpzLz75y49B0j8Y9j+XNTTg6qyd5Dk6d+zG859wLtIDe4o6qF8HxDho9L6S1cjRvWUXXvak52HJ/u11dtL0UMYpy4Kw88nBWbzn138Z3T27q/x2jhGLBWxgBqmYc1M33YmP//rj0b3tzpAxsjlpwqyT6VfotuIHt+OLv/c4rBjcXNXlRYzzGJWijrV/uQJpPwOS3eGzwHqY3jzvbGHkwCyu+PGD8dBhfXEkEN5LJEEVbr38SGz5Tr+ql90g9TnmPiiuL9vRx6rvTfmLTFGiRIkSJcoCkcUPjtSY9iJEeeeXsHGgPvqczoy1waBu5KseTawTl63XNQKVAjIDGwG4orSe7nxdQQdQAQGOuMbgCghd2KycJsOp1MtxTbR+NIPN7mkEO69OLpcPxdVABRyqephVYbu5z7mNA6o7TcJ+55V8jdrHUQs1uh7vT7I2CVs2qk/Gksd5mPvAV+fWkPIQuLI0yVy/HkGO55mCdX0fZkgOzjnsDgF+Y0g40hz38zBDMjtXlemBbf7OLmDEYnW33RmyUt58ViaKn6cDB9GZ64e6GcDis4cUFFF/JfsOYMW3bwrTA1VURt1rxXOoyLP8uze7CwSl8DPLulhZs3N46Ktv9Rd6gPD3Txn0os4tH74xnLPcdv1N0/L7fSz7/jYs+z78QBJR6pJnQC2sJEmLwxknVjGJ+QMmHo45KmeMnlbO3OQDSNOdeyamWTahnCP3rppYxoEfTE1Oc/iSiWmGeyeD/CN3Tu7jJbfsHnu/s/3OiWXk9ns5TlqMN9ocFNtivO8taTM/2xU0/nlKWlTT6nmahwNp29Y1uaLJvyGt6slbzIc2v1dtyplwmOzdPaw3yZOxP7smh4ZbXblXhfz++R6vGNs1e1d3OI/5UbDhBU5o2ufD5bJRYnnVKOvKd9bb6mZ3KFkdLtPZey7GELc1c+owIXev8j7rNHAeuLJNxEB5aaxc3ptjZaoxzpKmCCLTASP3MmZVrCwNpKBgk4GOCY95JvqYOyQffppKW4AQIDWBaHZrY9c3jkjH6XOqy9ImSb08Ez6wludZkoRzkeeHunKlMof4uj03zJTQnqWy7QzieS+b6W3pkqQK0sCuYZxPQ9CrK5p9VubFgjFYOVaP6awBDkzsuVRWh93oDFQwsFPWxgN0HMDBEx4LHjftO2WdrI32uRyztHq+7LoGfDApys65D+1lwSZYhwUkF198MR796Edj5cqVWL9+PZ761Kfi6quvDtIcPHgQ559/Pg4//HCsWLEC55xzDnbs2HEfaRwlSpQoUe4JOTTAERsSZgCxwdPEEHkrsAwC2Kjh9AxovHKUMVCjUFeaWZpW9LkMa4uCl6GwBbWV6aQCF6qrbmxPkgqoKZvWVEdpRA1Do18NRHuZEc8R0TQNlwvUARPnsXdjxLyw0eYux+BGw3IXbcsPHgyjyZUgQgAnR8rLRGcND279U/Zn7q/C53SdXQr1Pp+XVDIn8tgzYLF3XjQo205GPQfDCMZfgE7N8M8qwMP9oOOvAN7YnDStAI32i5aj+tn4cLrBoH7ull3XuenJOBBQzsnMf6Z1H5DpalHqPMZGf6vKZ6W+j2k0t+mZ5z7y9LDP9nwrkKNyEu+3kZ75hXjO0RVXXIHzzz8fX//613HZZZeh3+/j9NNPx759+8o0r3jFK/DpT38aH/vYx3DFFVfg5ptvxtOf/vT7UOsoUaJEiTLfsvjd6oIV82G1ohswFA2uZ145GoSA7zFrZKLfLR3Xb/Xpd9WL2SDe/8P32ahVw8YMTNXJ0rJrmgIPLsf6j1f+tW2sk9cPA9k/wX3ORn1ZZ1oBFd1jZeyIAiNlP4CiT/IKFGl97M5n7nieoddJkSxbVpVFEeFKYRZJXQqVbclQ1V2CN3EjM30HZGjbuMk+qbLP7SBcBlBD7RcBAKqnLgJw+U1pzTDXZ8NcUZnd1Hs8fpaXy1Ad7TODHDX+LR0HZ+B3EwMmVr/uFdI5bfc8VzVljJiJMdBVAmoBPRb8QZ/FwPVRmB0tk9uvi0H6TLMLneXXvuGAFtrHMlYL8Zyjz33uc8H3Sy+9FOvXr8eVV16JU045Bbt27cJ73vMefOhDH8ITnvAEAMB73/teHH/88fj617+OxzzmMfeF2lGiRIkSZZ7l0GCO2DjWTcZqgPE97w9e3dQC1oLu6Yqtxw6xIaOGfBNI43zjVmcVBDEQ0ahdJnZPDUEFStwO7YPhMHTx8tJ4fctpOgTUrJz+oAIepQFKZfP5Qlyn58JXGr1sMEqbOZABt59ClgdG7WAYMkZABYw88FC6zuUVi2XnLCnI0f7xxspAGuvEoG2YhWydvVt6nivWZmNYUxk3nlOmG/ed3efgCAbQOp3qcFWd4wr4zb1R56DOX82vzzQ/X6aXAQnt07LeTgVuFEjoM8WiLIylZ1DGbFTD/p/g94pdZe06L/Q0Lfh4+nGfWRplZQ0YMdtMuuXMDunv0KTfpQUku3btAgCsXbsWAHDllVei3+/jiU98YpnmuOOOw9FHH42vfe1rjeXMzs5i9+7dwStKlChRotx/ZfGDIzWq1BDgz00gxQMJHoDgtGx8megKvAccdO+Spc/z0N3Fi75XYyScfRe6Qq86Wl1sWLExZ8yGB+KSZFSubXC3vB4TpfWV6QkclIArq6dVoMRAgOvJZCysHg6mYMKAyPTmg2K5bH73+t6AlIGecv4ZIMnFeM6qF7fV9NF+ZmCn9wK2gkAPB3LITDfas2L9Z0CzDDbiHATa9AyorqyjbbTmg0gVoABVH+V5HSQDdYbJe8YYdCibw2DD9tYwIOZ3eykLy6KAVevN86rNQwHxytDwXibbt6UMlKVj8MLl6SG3KlaWhha3aw2LJ3bQa1LkT0zHpv5YwJJlGV7+8pfjsY99LB72sIcBALZv346pqSmsWbMmSLthwwZs3769sayLL74Yq1evLl+bN2++J1WPEiVKlCh3UxY/OAIqo0VdTdTYMSPajAU18jyjz9uE7Bn/TWCoKa1niKmxpQAFCBkrdV3i/mBjSg3dJvbB6tYQ3NqnvIptOpjuFilH269ASPvTxkXr07w1Q39Qfea+4j1H3I/sBsc6MFBhZkx1VaZD9ytp+G773LTabmBR22rt5362sgyQeXVYm80dz4TdEtk9y/beMLg28ZgXz4XQPjMQ03nHuipzxs8dP0u6aAFUc4RBQtCfBJRsrip7wwCFgbUHGpKkYsJsnlt+BS9WtrJL/F3BDrdBFztKAE9ucuqK64EXdjPk0N6Whw+7pXFIuJ9K19pqXto+ozzLsBD3HLGcf/75+N73vocPf/jDd7us17zmNdi1a1f5uvHGG+dBwyhRokSJck/J4t9zBFQGhDIAQN3wYMYDCBkaZWXMQOE9QBzCmUEBGxps7OkeIQUEbEQ27SdqWskvGQPHoGUDyYw7c4PSfRvqcuaBLW1jJx0xBbZ3wsqenqrYgMBwTitmo9bXyWifDRt62uY8D9kge9dog7a/x0T71/ZCGcszlLHhvKw/szMm5h6o9fG9so1ktHO7BsOwv3lMeD6Uxi6BHJ1TzMSw3mwMs0uj6WXlesDV+sGuaZ2ahkPeKzDSBQyenwrEGayx61vAJDquZcyuFTrks7NIlixpBqlNwBAIwZjHLnEoc+trjeKnwmPD81fL1t8FZaCojnwwQGK6GMjzFhp0XL203O5AnQogLWR56Utfis985jP48pe/jKOOOqq8PjMzg7m5OezcuTNgj3bs2IGZmZnG8qanpzE9PX1PqhwlSpQoUeZRFj9zxKubHNHJc3/hFWJvtZtfbASwITInzIhuIFd3Gv7u7TdgnbhNrC9/t8M3tQ94r4MCp2632iRvwnsc+LOtbPNquQK/pGA7zBjrdivGwgNGdj3L6sapuo9xn6hkpK/ppqDC6jHXNu4HC0NdttsBmHZPo9QpWDO9O2QwZwWAU5BsoA2oxqhbMBqc3tKaGxiPbcmWECPR5M6YUF0KtAfD+lhaX7B+dp/723RRtpDnNs8zFwjLPLU83PdcNi8+MBiy8eC5qyC+yJMsWRL2KbfN9GdhVzzWQd3yDFhwWGxbLFDmmsdYQ3krAPYWJqytHsjJshEwYv1s35XNE+s3Ld9j+Dz2rHhP0hQLMRgDAOR5jpe+9KX4xCc+gS9+8Ys45phjgvuPetSj0Ov18IUvfKG8dvXVV+OGG27AySeffG+rGyVKlChR7iG5y8zRl7/8Zbz97W/HlVdeiW3btuETn/gEnvrUp5b38zzHG97wBvz1X/81du7cicc+9rG45JJLcOyxx5Zp7rjjDrzsZS/Dpz/9aaRpinPOOQfvfOc7sWLFijLNd77zHZx//vn45je/iXXr1uFlL3sZXv3qV9+91rLxxqLsEVDf08OGkK68cxplKuy6Z9CrUaj5uI5x70AYsjkjA1JXzbX+kk3Jwzr1s3239hkg5IhavIKuh5UORW8GrV67StYl993iNB8QukIyALbIbx5rZNcNoI3TjcfG+lz3R3F/2nvALDhzJs+BPAnPMbIAChzkoRxrPqcrqYd3D4B7Gt73WBTN44FX7ts0AUD1ev2kjCkvDmj0N9bB5q1GauMxY9c0PQeMx82byzqW44x9Y0cMrPEzWjKAnTDsN7edf2c4CpyJuslxHga3fF8Pu2XQ1RRVT3XR/Uuey6b+FgLh/PNcialvFyJAOv/88/GhD30I//iP/4iVK1eW+4hWr16NpUuXYvXq1XjBC16ACy64AGvXrsWqVavwspe9DCeffPJPF6kuSTHu4MRWB06OOewQAJBNXv/M5+nQyjYHPOb79k8uZ8Jhp1MHZicW0bupNzHNqunJB8VO0gUAEu9MP5F8777x91swrnmLQ3ZbHQLrsdW1csaPZaLHQTjS6iDZFgd6uq7BP005k+bnPBy63Fbm73Dm8eXMWz2DyWM58bcIQN7i96hFIS0S3f2Dg++ypvv27cPP/uzP4t3vfrd7/21vexve9a534S/+4i/wjW98A8uXL8cZZ5yBgwcPlmme85zn4Pvf/z4uu+yy0n3hvPPOK+/v3r0bp59+OrZs2YIrr7wSb3/723HRRRfhr/7qr+5yA3NeOQZC44P97ZUhYuPOMzI8lqOsNA/zeQYoX/cMSi9t08pwklQHOOoqLxCyHGr0Mmuj7oN8/g2vwludZsh6gGUoabmNWr8a1WkSMhjWNs+Y5/z6o68Pq+qk6RWs6vhwPw6GddChzBvvv+l2wnHRyHZACG4N1KRUtxqcHjCqsToOIOD28J/cuPFk0Ght137nBQQbL2VTuFzrTwW/uheI65/q1UEiP7flnB5WoEXbo22zshSkMTCqzYVO+Jn34NiYm34MljTAQq1PJA+3n+eLsVHs/uvtsbKyrE3Mog+Ho99HS8Pgjn9rtM+U8bI2KRhdYHLJJZdg165dOPXUU7Fx48by9ZGPfKRM8453vAO/9Eu/hHPOOQennHIKZmZm8PGPf/w+1DpKlChRosy3JPndcBJPkiRgjvI8x6ZNm/Dbv/3beOUrXwlgFA51w4YNuPTSS/HMZz4TP/jBD3DCCSfgm9/8Jn7u534OwOh8iac85SnYunUrNm3ahEsuuQS/93u/V0YHAoDf+Z3fwSc/+Un88Ic/bKXb7t27sXr1ajxxw4vQ7RT+3mwImaHSSZEvW4Jktt/sEsf7GkzYCDAXqCEZzMzcNBn19j1JgF53ZHSyIaQASFeNgWoPg6XhaG9e3Wo8lwBkEEYAM2E3tiZ2gfuIAYD3XfNb3WxsZll1Lg+3n/eeqP4KRoNV8AS1fWDKQmkbDJwYeGAQwuUB9TOGdNysvOAMJAKjCnI8Pbg8L4+VaaBD3ePM2GUXNWamdI54faZzockA5nmX56OxVH00v+qn84l14zlvBj8b57q/0NvL1PSz55VlZfAzaGmZRVH2t4kp0mve7wqXz2335ha312PTuF3Kkutii/02eve9Z471IP36w1l84Za/wa5du7Bq1SpEqcT+mx7fewa6STPDMS/MUZvV8BYrvsnUZJalDZvQSh/vf4iLWDJ5/1Y+PZk5wv2IOWr8PeIk88UctZC8Pxh7f96YozbSYn7eW8zRvDyTAPIW+s4Hc9RG2jFHk+deq3LatHtC/91dNmyQ9/GlwT9M/G+aVx7xuuuuw/bt24NzIFavXo2TTjqpPAfia1/7GtasWVMCIwB44hOfiDRN8Y1vfKNMc8opp5TACADOOOMMXH311bjzzjvdupvOksjVmJCV2Xx6Cid+6EfY8YSNlSE8GISGoBr1DAySBHt+dgaP/Pi19ZVuZTtYDzMk0hTodbHtyZtw8y8fPQJJytCUBrYMuF0r6tj7iE2YPWZdaLyo8cPlMXApys5XLkO+bEm4BwYIDToFRgq6uh3kS+UPrMlFisNJW1m2z4aZDdNRWQprh670p8WrQ4auZ9iX+2OSMES5AQMz6rkcHUcv1Ljdt+seUOQziLwxs3t68Gbp0pWGeRQUch7rG2trnld6K7No95gJ4vbaZ56nykzoeHNe269meqhhXu5/GoRjZuUoY6T7BtkNjpkOu8YMC7fHylbAz88d183Xmn6MTTcGJnw2ETDeoOG9TZbOAzTc5jwfsUJsTClTpecudTrhfjCP6fPazfdpvBeiW12UKFGiRIkCzDM4Mh/tDRs2BNf5HIjt27dj/fr1wf1ut4u1a9cGabwyuA6VprMkyj9pMwDkcNZkro/v/MYJWP+v2ytDlA1w77BJMRRW/Ped+MLbHusbqE3MBjMpeY47/78Bdp98oLrPL2VdWBdrW5rgxNf/F475w6vDIADB/pS0bsBmGe2tSLDxb2/GOZ/8Sh1AqWHMbeK0eY49f9nBMz/zb8S6kFucbpD3ztABMFi/Gr91+ReQT/Wq+qxd3iqb6VcadyMw9aM/WIO826kAgII6y5vlCIIOWJ9P9XDgweuQ9+hcKF4Ry7LQ5c3yleOWAL3uKH+PAlPw3jALD25l8BlU9t2A4lSvANB5yBwZgLO2K6gtQOuonE4FQA0IyhgG/WQg08pn0Ml9bvXwvEmFVbM2NC0Y8IvD1WvZOic8dzIbD10QUNc2ex8Mqmfefgf4+WA9jMW08QsOFHbmqKefAmFO29Qedd3ksljSFMlUL0zLv2XlHMxq+cryNEiF1qH7jrrdEFxGiRIlSpQoC1DmFRzdl9J4lgSvAps7jn0umIH09t1IDsyGK7P28lbN7Xth/Cb7D2Lt/7sp3GPCadlgVmOyWKU/4S3bcdzr76zAgq7E27UmJgDAj59zFG46d8bfTJmKAc5GJm3kvvm8o/D3z3pCZdBaP7GRyv1qOlo/dTuYe/8G/P7HnjECJUlSRcbi1XwFWsqy6dlKw2FlxNvqvxrT1s6iz7IVS/DPJ/858mXTdVDExruxTKxPAVjyZUvwJ3/95/jJr22smA7tvzJsOBvc1q4cebeD3/ncP+DGdywLAZjVNySgZC/eh1OM2/IP7MPy9+8J5wJ/5gNTdbyKuvYfP4MnffrbIXOlrmPMUBmAHRT9nyYYbDwMN79zWQUIdL7zWOsevWK/0vCI1fjBb28agTQTz21PGImy/DwHel3se9jMyD2G995YHjtTi/uK502eI1++FP2jDh+1pdutngcrz1ghPljVAFahb758KYZrV1Vt4D07Cj6sDF686HSQHbF6BHq5jQxwmcXi/rX2TfWQr1per9teeqAsMXt5AfSGG9YUAJ7mAQd5sLpMP95r1e0iX7lsBHwBLIaQ3lGiRIkS5dCUeQVHdtbDjh07gut8DsTMzAxuueWW4P5gMMAdd9wRpPHK4DpUpqensWrVquDlSV669FDT+Rq7magLTdMqqq3im3HHxgwDGs7Hxqu5MfUHoVGoG6RN1LVsmAHDDMmB2RHIMz24HmMIdJXfGIfCuE7v2IP0tl3hKrsaYtZGb1V+mOHwr9yEB//VjaN9XGUfZaEbWBOjVujR3XYn/vKM05EcLHy+OTpellUb80tjjXQoDP90zwG87InPRbp7fz2oA+ct+i8Y22JMkwOz+J1nvABbPrqtAmdqwPMYmh62fyxNkAyGeO0rzsOmt1CYdQZAykqUTFZWMS/DDDe961jc/I4HhywRS9GmvN+vg8ZCv96uOVx+6/Ehc+XtBfOASVHGvqOW4uc3/iQEWDynFHxy/nTEsux47Gr8wZM/XAFonieWl8fL0XH7kzbibf/nz8PnzM7TAiqwY2WZGEME4Ie/uwpP+uuvVGXYHPMAHwMWu9btYP+fzmHjJTf49xlkcV8KsDnjg1/F7kfMhAsILPobIGX9929txJkf+0a1/1F14blqUtSV9HrIVyzFlkt+jL0Pmwnz8P4uPv+sFqI8xQ2/P4Xrn3XkqMzIHkWJEiVKlAUq8wqOjjnmGMzMzATnQOzevRvf+MY3ynMgTj75ZOzcuRNXXnllmeaLX/wisizDSSedVKb58pe/jH6/Mq4vu+wyPPShD8Vhhx12l3Qqo9UVhkLtT1uNQ77OBgj76DObMqBVYGZDdI+JZ+yoqL+/AisPUOh31cWAkp6Nw/ma2mCi7kyalttk5Vn53P8aUY8NXwVfg2G4GZaZISuL3YTYPS8rwM5cH8lcvwqskLJrmABMD7QmCdAfoHPrLiT9QcgcaRlmTA+onw3Y5DlWXnkTOtvvDPf58HhxGw1cCwBb842bsPpbN49AtLVXxylNq83TTtt6W29H/vxepQeDAgaaLAKyVn/zZmz9tXWjACZDZ85aHht/E2OJshyb/ukmvO+MU0cAWgGJxzpo+XmOmc9txRtPe8aoP0wUZFpe+2yuX8W8PP4Nt+FfzzohDMbCz66CKwaOxTxb/oIBbnnW2pBt4/1O9gwwc8OsTn+Az//qo7HqP7fVx4xZLN4vxW3KMjzkL7fhn5/+6LAvDFyzeyC3xa7nOZL9B3Hj847Ciu+R27KBImbDmFXiPu4PcPRrZvGAv7upUD8yR1GiRIkSZWHKXT7naO/evbjmmmvK79dddx2+/e1vY+3atTj66KPx8pe/HG95y1tw7LHH4phjjsHrXvc6bNq0qYxod/zxx+PJT34yXvSiF+Ev/uIv0O/38dKXvhTPfOYzsWnTJgDAs5/9bLzxjW/EC17wAlx44YX43ve+h3e+8514xzvecZcbmLAho24+ClC8FXxlldTVzmOTGEDodwUmHgNh76y7MjRqFGs5bABpRDs1XPhaadwlwIAMMM2nhqyCCu0P60db2TedLLKa6aptt++dFMhIj24HQCeM8Md9YJHYyrILgxjEduTKDCTAMK8Dpwz+WHFfaHs7FTCqRdLhUOUWla9pPIM+FEYjCDQg45UmozYPhlUdphNHjrM2c5l63pPNe2Zw+k6wBB47ducyHYc8t4Zh+ziKHo8Jl8l1AAW7R65zBsK17zTgh10Dwvmj9XsMmAEg/j1gUMwsFu9f9MAilZns2R/eNzDF4+yxQabL7NxoIUDr0N8BdfOz9HPZKOoW/1YxQNeDacvsORJbeNq7vwJbkTmaLHkGIGu83Sbq1cQzYOYrKtbc5Khtbc6jSSZEogNQeXc0SdYiQtfeFuC8TXS9FtImitzENrV5XlpE6Wq1KNEmstvEiGHN87ZK1CJNG2lzNk6bCHH9Se2+9yLRtZJ56L95i3jXYl7NRyS6VnIvnUd1l8HRt771LTz+8Y8vv19wwQUAgOc973m49NJL8epXvxr79u3Deeedh507d+Jxj3scPve5z2HJkiVlng9+8IN46UtfitNOOw12COy73vWu8v7q1avx+c9/Hueffz4e9ahH4YgjjsDrX//64Cykn1oY4Og7Gxa2uszCq7UaVtsDSUD4o+etSLNhz4YJG0Ge8e0BCK2f2RYPUOmEZ2ChzAQDNK8cZZzMUGQ3Kd5gbwarGcwa6pqN6JTuWX6NpsbshwIJrgfww0oDlductZfL1jYBI9AxOxcGUCjz5yFA4jbxH4v+yXjzwkRBG6e3NpWGObFlls778eJw5dp+D3Tn+cie8+anzmENKd3tVICVAYYHrrx2Ni04mL52IKvqxsBJmRmg7rLGZfL9psUUAw8eMGNwwS52ZV/KYovWwSCJg0RY3+kChZXPZTPTxPun+PfL6tWw5Nav/BxbHVk2AkF2vcib53lkjqJEiRIlyoKVu3XO0f1ZynOOZs5DNyU3I/6jN2OEjSAPiNh3z1D0VrS5TF1dVwCkDJLm8epoKt/YGDX8+n2gV0SuUvBVGE15vz9yx2pymeN61aBlMMV5+Rwdr0yqv7bqrv3VxNpwndZfZoTbWT0UHCEw+kuDMQ3Bk+oEVGV46fi7nenDY6PprD8VAHlgXYV1KudwUoEwy8fAzJsvlp/Hhcuz/lKAonp7wNFr63BYhYrWea8ARg8BtnnEbBTPBw9ENd3ndhi7A9QXS+yaN+8U+HjAycbTyuHvWraCMD07yfu98caOAY/X9iH1Keur6yF9VAAA1e5JREFU+SSiZyDenHT6OJ5z1CzlOUfdc8aec9RK5oM56rVgc+7m2SJlmjbM0QSTJIjC2CRtVu/niTnCIcgczcu5Qm1lns7qmnR2UztVWtQzT8zRfNQ1b8xRG7Y2bfH8zwNzdHcZqvvknKP7pTCjoOdyqCHE6Zv2UJiMC/HNK7v2Xcs1I877MfNCVvPqs/3QmnHHhiW3z+ro9aryPAMQxZ+WB864ryw968asjBq6zJpY3XaPz5Li/re0/GdhAMbra4/pUXc2C7hgTIrl6ZJrlYYt1lV8C/Wt48iiwEgZhDSp9zGL9oWuylu/MLi39ino4cNdedw59LX2ndWVSX7PINdrrDNLCVi79TnK+3JYVwtuEuiTVWOSJNUzYO+6eNEEpLsSeY4Dr5huFl3R0nBb9ZlU5sf6s+xv+cPg3wVdxPDAs+mgv0lZFj5PQMgwWT5Lp+K5F3vnP3nAkl96L0qUKFGiRFngcpfd6haa5Go4eG5rHmPEDIy3SltVUK9UDWPvvq4Gc1p1+yrduLohyGNjU3UrDcssvKcHbSoIUr09w1gZHi8fu/PwaqExO9o3DPDUQEuS0OWrZEvyyo3Kc39jvdVVkNmWJKl09FwpvbJ0nxBQP3fIjPhyn5Uzb0wXBiN2v5MCSENwYWJlq8tXLv3E4bZT6UfuY+uzJoDMZQAV8Gwyor25wPp59fI84r1KnnGvLmrc5nHPrblpKpBX3Q04KbtjrI7t4WkKWuD1g7oZmm5cZsn8SbnWZgWjQMXKef0duIF2fWCv5x81jamOo9dGK8Zj0qJEiRIlSpQFIIv+HywIyKB7FNSdxK4D4Xe+xsaJ5x6nq7sjJap6vX0J5SGsDXsauA183T6zQaNleEa1XWc9tS4PbCkTorpoWw106H2P6eA+VTck3WtizAgzCUDFinD/GsgwIGRpPCap1LlT7xd7mf7cJnXT5D6x9isANTHAwn1n5XHUPxM+cNbq4ihoWobt8TFGxurxwDnr6YEG67cyzLiwCMp8qDCwVgaV61SXQm9vkoIbfv68uj1Qxi6ACnSZhfF0MPc31lGvmZ6WPi/APD/Pxgoxi8b5vMUMK4/14PnJOrFoQAYGfJpHnvOcI1o6LGE+bo5HiRIlSpQoC0gWPTgCEBp8ng8mgxQVdY8DKuPG20vAjBMf2Gj5rD42yBiojHNNacqvRq3nlqWMD7tWWdQ4LoPvqxuWrhor4+G9A5UhqHsa1B2Q+1PZJE7D4NZEjbs0DcGHAYTh0HHfMoMzD8fXA3889uqSWbI+lIcB9HBY3R9mdXCgeYJxo7L1AFXOz2PHZWfS5hLEkWsZzwUGnjrGQypbFx+8vTK6gMBleYsOpn+eh0BMy2l6RtUFlHWx+3bmkRr21h5lpjx3OXb5075gQMLXbFy1n1hnPkfI0vFvlLJUWh/XqWPDc5Z/B5RFso88P9jV0O4X5S3SLaxRokSJEuUQksUPjtgQ8oCHGTJNewTGlcEApek64IMHNRDVkOS0TaDE7unqua1Oa3n23a4xkDM2hxkQ3kBvh65qvwGVkWmfGZRxHgOBvEre1H/G6jCbwPqnKbLde0K2gMEOj4ECKyDcZ6KsmQdSLK3qWrp3pWEZ5b4nMs7ZwMykf5g96HZCnZTV4T1VDDRZfz6818r12CVLz1HzeMNjSu3hPuSx0b7gcWJhYKlugN7zyfoNnIULrSvPw4Nf7TvrpuDKZduyevs8gMy/G7zoYL8j3jzRtnKdnJYBF/cVz0VjlZo21HouxHxP+1zBoI5hnlcby73fpiRBEL0uSpQoUaJEWYCy+MGRrjJ7bjJqgACh0e6xI/xSQ5bLYdeZpjy8Qt5UhhpnusLNOnsgjg0d3bvQtHJu37MMjXtVLL0ZpZ77D+vL7dW2ZlkFMmwPjoIiAj3pqpUhCNKx0/5i6RQMSZqEaZrGuon5UKPW08E+8x4nK1v1Ggzg7j9Sds30sTq7nXof5XnYPmaRDIRxGxnMleMkuiRJxbbwPFP9tFygznro2GTSPwoitF/1uz5D3B/adm9O2O8Au8hxXgZCHMzBnkE+ZFVBPRDuI+LFBL5nbeL+5UUEy2/18YKOx6RZv2vbGASy8G+Ns1jgHqJN14w5igxSlChRokRZqLLoAzIAqBtBJmwA6Z+5t2Ks35Mk3Lht1xTkNO0l0vRsiFk+b4VW2+WVXwM34v7lsSp6j4MdmIGm7dX2KHvQ7aIWCEDrtKAFQBiMgsdAGSk7FJbb5QFLBhCmOx+8mobGX7Van9SDLijwsLRAuI+qyQDnOcJuW5xuqlf1QZYVAIaYCQM7Gi5cz6WSFf9ArH1z/bB+TccAtpOODpnN83q4+CZJEtnv5Txryk5YPgU3xmJqGisjSfzzg3T+2xz2WEB+bjhIgglfY93YFdA+W338HNoiibIz+jwog22ubMwaKWBjvblMq0/rUL31ngoDMO83qKgrHv46j9ImhPGkMLxtyvDmwE8jLcppFTZ4UhkHDk5O1CKEMWbvvi7zJRNDfcNZmPhp62oTlj2dYBq2CdM9TyG4W4UNb9Wm8XW1CRE9bwedtuib+Qif3+6A18lj2SoEf5u6OlOT00zSpcVhvePGqe3C3eJnjlQ8IMH7KYC6n763f4CNrE4aGnQKftgQYwNZ07FO3j0NK8zpPdcvNtTZQPImh5fPhI1QMxD5PhvR6iaU5+KyRUYkgztvhZ/bp6wAHySqenI7uGxjtzigAgcpMCMUqMAcswAe26DsRMkYjOlD1Yfvs/uYgTgu38Jsm77aN/rSQ2bZBdFcJU2Hjsxl7kMvmIP2g7Izg0E9+IbpwOPklaOLDLqYAITugtyHQLXfT/cOKZtjoDmTfubyywOLKTqdgTXWRRcNTA/ey6N/ZuyGx4wPzwvPVVSfd8trbbF67LnnNlt9DXssc3XHY3asXJwgptL5PYkgKUqUKFGiLFQ5NMAR/4Ez4Ol0kK9chhv+5+aRoajuaOry4q3opinyXhf5dC80UIDQwGFQpOxGJx0ZwrrPhvOYHp7LCxu3aRLWwe3hABFq8JcgisAEH5hr+VQnM2S9/UMeQ8CAhfvRjEDtXw+omR5NoYlLoz5c1Q7uqw4lQyKuZgyercxxZy5ZX3krF9qPWgcbscy48Pjwng8FDQHrKN9tbnF7OaACUJz3JCwLLwzYXqimFWJtV69X6WxtTJMQWCjQ4bJUavMmqZfDc5SBh0mTex67mwV9NKzaz2XYWHpAi58zDr7A9fN1XVBgPZQRsnS6YMPXrJ94QUQBjx4IS/ol4n6XsxuliQIrBeVRokSJEiXKApXFD47sz1pXZov3PcevxfG/fDXyXrcybtSQ8UBEaegnuPPPUmz9oyWVsabsVMlSSCQpKuf2d/cwmFkTAiSPhWHDQ0DWnY85EvnypT6YYGNLV3pLQy1BvmxJuH+FAYoZ8GaoeQaRgbxeN4ymxmmUEVBDMElGedPEz2+fNSyyGucsnTQ0LD3Ayvm5Hg6eYKGsAxCdVKC0nF+kl9XP31lHK5f3wJVuf2momwFCAxt8jpGVr+UBVRsYhGh/Gfjx3MS8fS089jYWaVKfv2akD4ZVWPGpXmicM7j2XN6sbtNvMKjcD7k9yjyaYT8kplHbbwwe/0bw/GcgZO2xunjeWbkazU3dWrmtQLj4YuK13YR/x0xnFQZmnIdBlNbJDBwt8CTaLusrfX5M8hxxz1GUKFGiRFmosvjBEa/OqmGQ51h15c3Y+xurkczOja6xYeatlKohkOVY8QerMPP26ZAt8Iz0JiMmSbByehbDpXIQKeuggMKuWVOWTuP1v/9eXH/OESGzYXmyrL7ay0CxMHge/7H/wA2/dlQDGBFjVIFW0de/8s/fwq2nHokghHbNLU5Wo9ngShPcedIm/Ph5m8Oytf951V0Ny24H+fKl2PmYI1EeAKtMj8yFIL9dXjKF/lGHF0yOBfMQAGVGv4E5AyfW3m4H+fRU3X1Tx8gDjVxXt1OBTwNtDII8JkwBn+W39Gbwdpy5qToZYOt1q7Zm2Wgse73R98GwPq4MXhlUMZCyOni+62IFz6Nud6QH663zHfBZXwuRbW3nugaD+gIGAyDWzWMBFVxZ3Qo4re9YbxNlyKwdHrDhdjJQYjc+ZZusTgal3vPOUo5ZBXxzLq/bbb8XLUqUKFGiRLkfy+IHR0B9YzVQGQuDIZIDs8DsnGvol2l1XwMZSlM/vhW9G26r3zPx2Ai+Nxhi6oUppq+7LdyjoemAOggoXsnsHN71lF/CMR+8eWQ0m0FmdZvxxAaqGtPDIS570eOw+ZM7QjbAgIy1X4GWsAx/+C+/jLXf3xuyNWzwmW46JqTTtl/MsOFxN4fsEYNGXo1Xl6jCkN965hH44z/886q9nusW68SgpDDe9x97OP5///cjGB6xqmI7MjJ82bgcOMxgJ0XeSfFXl78Psw84ogIFpg8zEwqSkqR0fcune7jwC/+IvQ/bUOgrc8zq43K0rd0Odl7SwbW/cVQ4n0x3c7NTFg6o2MQkwdUv3YStT99ctWPcQbd2nd0VOyl+/Lyj8JNnbg773OrmPmgqu5Ni78NmsO9nZur9AITBH3RMbN51u7j5l4/GcMOaCpwX14N9T2b086bpknXqYP8JMyPGloFgg+thsJ/H9Oh1cedjN1fMnfUDt0VBh8z/A8fNIFu7smKMOB275JVjEO59ytasxB2nkHuxLpxYviwrWaHygO00Rb50Gtc/dwuwZDqyRlGiRIkSZUHL4gdHbLCw8Gq0rnSbYaThdpvAjxp0auDqqquVxSvhWeYfCJrnYchl1sckz4EsR7L/INAnA45BjQIuZbSK+ns33zECi2wUqmsXUHfnsbYMMxz3Rzeic8vOegQ3rlf7TAz6E/5wG5a/YBAa7OyuZTpov5cMRYLNH78Jb37iOc2r2XbdxplXzgFgmGH5VTvwf855Gjq37a50SakfmlzArPwkQTLM8OsveQWmb7ijXrftYUqp/QqUuh0kwwzn/d//heVX3z4CZwbEeG5zOz0mKEmw43vrseGb1F6PsTEmics1wN1JMX3MHvRXUD0eWGYXrALMlHUOMzzqjKvw4KdcG7Jp6o6mzxJLlmPpBTfhlt88EPa/zjNpf/AMdVKc+cKvYMdjVoe6Bu3OQpZJmKJ8qodffce/4I5Hr6vaYAsRXG9RZxn1h0DSYGYNzn/Tx5CX4Jvc/9I0dAnkfUQlmOtgy1v+G//9/DUVyNMFCH12WYc8xx2PPAw499Y682QMEfVncJaRAablS3DUaTcg73WRpCliQIYoUaJEibJQJckX6TLf7t27sXr1apy2/oXodaZHFwvDIs+yMDQhGyNsaHsy7p66BHnMDxsVugeB6+b0XrkM4rhcWeUN9gcBFYvG6dhw8vbuMGhoWBGv9c8448gDmaoPlzEYhKvnaVoxJxxFze5bMAMuk68pE2GGO4f3HhZGsTEXljYtWBYGuk1jwO1l/dgA5pDhFvKcr7HurKe22UC0sVoKpJn95GAPXjkMEnSPjuUHRkCcx0rnEPcJM3N2r9sJy+B0qhdHijMxPTiMuertzUVv7DX64bjnnPuzAFmlDpN+P0z0+e51q4WNzBnfprz23fZM9gfj83L5wVh0q2vDIYa33obOuiNk7qfVODAYNkBm82o4xGA4i8t3/DV27dqFVatWje+LQ0zsv+nx3XPQTXrNCduEQp4UhrdFGYm3kKLVtDATWgHiNiG2JyszP/XMQ1jx+ZJWYZtb9G+bccr7LcKG9yaEbm7Td/dmKO82ocUnFjE/pvCiDOXd4nlqpe/U3Q/l3WbujRvLQd7Hv2Yfn/jftOjPOUrYaANGq7ejG6Pv3NFNBiIb5gpcgLrbmBr4upqtLJLq6BmLnpGnewa4bq6DdVGXOnVJU2OXQZhn/JuxpAyTfuc+9vrGNagdIGKfB2RAsiQFwFB9DVAY0PLYilKX4jMHP7C5kCchY2b32bDm9jSNa1k/9e3AKSNNqz8HDsutgITbyP1kelhYcG6nSsAupECWhmNvRrW9dzt+SHUuT/uDx3Lg/MjpXLN5pK5lNs5cj/VJR5hWBkyqq531ZH2m+jedicR12D4r+63gZ4LrM7DNB1Fbm2fnQlDHv0tWlgITXjSZ6zfvR8rzOltk7bF0dr0ou7PuiKru4TCcS8Mh8lzONDJ2LR8FY1ika25RokSJEuUQkEUPjkphYwEgY9cBHboCrcCB85hBZGWagckGjBpZlpY/l4ZdWg98wEDDy6Mr5Pq9ycBjw0jdqqx83aeTZeGeDDYCFVByHgZbqivfZ5DEDAm3mcdJRcvWfMoETfVGhqW3kd76zgzELgUiYGZK+0/HRcdMdePxAEImhFkEZXw4vwIxLZP7kg/a9XQcDou9J8kIDLLePIc5oh7n9541b0+XzgcFyzYmdhgxAxw92FSfFyuDgQ/PV+4fnVPWB3bfAz1JgrzfHzHQVjcDFw7pbd/5d8Bjh/TsIO1ba58CaLtmzI7V44Efzs95TfQ8NGbsCLB5q9h5liFJkvIVZbzkWY48aQaRSdpiNXzSCnSLVeE8bzFWbQ7IbEEUoM1hp5NWqSd5LwD+b+FPIy3qmpeFgDar4W2YmBYykRUCJo/3PDEfLc7zbMdatDmcdUI5yTyQmkC7dt9bdbVjfFrU0+a57U1mhVqxlpOYt1bPwd1nhQ8dcOStqtqKKhsPbCw1RV9So8tjk3hDM4OMsmxiBHiFe+gABTZkveuqoxp7VrcyNiWr0A0NMs6vfTPVCxkKEz2fyPRQIKnGKKc3fb17DJq8dAFjlfg/7goQmQlSYGRlmbsQp/cYIdNB2+MBW49BGgyqkNIe0DFmSOcazwcFUpnkNyaOdeC5x/MeCIGYgWKg6l8rwxgk1YvbyLo1AWROrweqJjROXv8pSFSQq8DKK4PLYbZFWeGiLQmXx8ya6qiLBcpWevry7xK7s3E+BTcK6LTd/CzpohABopIVosWVGlPk9H0ERFGiRIkSZTHI/CxF3N+FDRsgNNS81VPNZ2lLdqfjG2ee0cwMDL9zxDMFPGx0NoEAWx1m0VUurpvzNoErBWG8KdxWwc0oZlCofeBtAjdjziLgcX1mrKmBzOL1hdc3asQq2LEziXh1nPcw6RgA9f05XBePsQdq1C2Sz5Di8nq9KrgB625Ah3XjUNw8p3jMlGHKsgrAeGBUddc2MwCwwCG2mmTBGnQc1EWsKD/v90PjnV9aRp5X4F3nsQcU2AWM3dGYObJ6vUUFK7PrrBsx6ODFDw6YwDoyuLHnjhklcWWrCR8mywcy81gzM8TpmnTndiurVJSbyG9hAIyk33PPfbTIEyVKlChRoixEOTTAkf1xK7vBr6Z8bNSwIdxEt1tdXpm8As0GSS7GZZZVLlTMCrBhw0aXlWNiBqKuSHM5KuNW0T13My6fgQSLGnN2ForVY4arGl4emOXobKynGmZpGrqQaZkcspqNQ3aT4/71Dln1XKIYaI8DexpMgecTsy88H+wMJUtrunbF0Ff9uHztB6ACWdqf3PfaRv7ORr+ONQuPOYCk16u73rELms5dbQ/rx/mZHVF3UJvDDJ5MtK18eCqxJ8HYMMj0nnUGSwwQde8P68x5rU4FM6wzgy++z/2kLnTe4ooCLnmmE2WeaYwTvhYlSpQoUaIsAjk0wJGK90fOLMY44KKsipbLBr0aDWzEekYmi7o0sYHC9au7EhC6DakRnqb1VXFPR24PG5IWHlwNezXWrV2mG5fDBrjHwrFY2dZeY5505b/syyTsJ5ZE7hkroaCGDV8GMx3pcx1LY6DUfY/7gK93O2GIaB5jS2ftYdbHyuE50iUXMG0vfy6Zyyx0PVRQ4wFWnWsek+K1l4EbEO6Hsbxl/4lLGpdnc4/nj4IW1r084LZTByHaTxyum+eEghrPZY7BlLJF3Kemh7W9aWFGF3EU9KqLqbbN3DO99jII9RYYpOy8KDv3nl0QQ0RlRNYoSpQoUaIsZFn84ChJyj/4ig0gI54NXaC6r+yKrtrqZzYalAViI9IzkhVUeeyIplegZfe9lX+9bnV4K8z8mUGb6a9ghvMNRSc2ZBWUcB9yPQo2umQoAmFABW6P5c3ou7EtNgZmTJt00nC8FLSqQTgQQ9nyc77BsH6Nx4NlMGwGA1a/laeuf5zGwFOeV+DRGC9hAQIDW8vitKY/n5Vlabgfu52QWdT9OXyNwbvd91zpPKBo+bz5yEwpi+4t0vOs+Dmw59500Ah2DMZ1c6rVoyCFIrgFc94YIbtv5TMDxzryM8q/VwyuND+zogzYlIHWZ1F0TYp21RiiQr+Enl0DUPGcoyhRokSJspBl0YOjPMuqjdMmbJSo3z1QBzh8nUUPujRhwzNNgcEAuYXaVUChQImNUk2rokCLjUt7KRDywJPuH1KDyfqJjVXLY4aigjEuw4xpD9Rx2jSpG2rMbnB7dS+PtjHP/fOA+DyXTHTmMeD5wG5ydn84RBBQQ/uX+437oiNzEajGWtvODA0Q6luW16kYrTyvWAMveEOWVXu3GMRw//F80fnH+pT7ebLwvgd6tR7eg8RsCs+XwSAEPXpALOulkREHchCyXTfWhJ99BixNix6Wl9vJengLKbbPqez3bj0Ngz1lkjS6Je85svaw6O+PgrI0rSIO8TOkc6xpMUPF6Svbq5RnGSJ7FCVKlChRFqosenCUNBkyXoSpps3M3ioorxJ7TAobGZ0OkiXT9f0GHtNjxowxJGY4eqvKJuNWf9nQ9ww5bqPnruMBKgZTZvRxe5kxoD4IylZ2yfZYaXv0nXVpckviflDgFKzEk6HOBnWeh4yI9Vm3W4GbqV6YnvUrjW8yfEuwSv1iQMVjRLQvTQ8eyxLQiCGv42TjagxTwLSJq5buzWEWR+eoN0Y8XxjgeG5flofZjgBIEsOkjIzpz+95XoBFJ3iHMUw6B1knvqautTwPFOwZKOj3UZOOzCNle1QXXajRM5tsvqiYHvI85NYntkjEenN7vHml5RtDpAsyScHO5/F8oyhRokSJsvBl0YMjAPXVVt4gbsaUpfMAxJAMSj0ZXg21SeDFMzA5T5b5LlFNrAavNKsOvDLO7Vf9zCDzWCNlldQlhw1vr1yvPgVb7D5mdXqg0dKyK5L2X55XTIrXH6zDMKsMaTq/pgQx1rYgDLO5J+Vh+9iotD0rGvK8BI0J1Z+GUeoUZCrbwiyWGte66u+Vaf1r85zr4b7ksOJcJuvC48Isql3vdivQ4bEe2r88tvyMMmg3Y59BrwJbe+fw13xeT8AeCuDhyHOmE+9ZYhZJFiSSXi/ct2TCwIPbxOPAbJYyy+wWp/VaXylgKtqdcFsJZOaZzE1dCOC5wvlBC06kh13T9yhRokSJEmWhyeI/54gNNl0VLTcpp+HmdgZIaqyYEc0bnNlYYENTxSvfM1z1EFgrT/du8Gd1LWI9vVVg77uuiDNQMjcfdWfjtvE1L50ZqMoS2X4ajhinYNDKY2ON62eQZmOpe2G8/lbWh8vh/ua2KMui48R18zyyezzXhgQUbMy6nXob7J5EfnP73vqL56H2o+k/GIRlWh5Oy6GwFSTw/OPnSOeoB6x1zhmg0rbwocO6eMHAlPXk8nmsGNxoW7ifdUz0uee+t/abMBBjINgEbljKZ4QOlNX0XKaJ9ov3meZMorpwNE7Vp8xUB0WWJ8/zUZn2fvfP4Fv0kvS6SJK7+Rc86cDJFodAtjmAtE05bQBxm8MkJx3o2eYQ03zOYXFVJh02CbQ6RLNN/00sp03fjfvduAu63FvPZqu+a3FIcatxanOQ8SRVBpPnTNLtTUzTqq42c6ZFuycdiNruQNoWB8VO1mTe6po0J+5uPUmeAW2m3eQkC1zUOGbDJ0kw2LQW17zwqPrGfyBkMNS4M0kS5CuX1cMqUx0BuOHPpk8nBewHn12wOmndYPEADDCq31iIbrdyZ+JN6KxX8TmfnQvL7FmkKyrfVvc9Y5l1MlHmyz6XRmwWjosBBtaNzyLSfuc+YsZCX6wDl5EkdYPRmyfKKqghr8CJxcbVDHMTBgpJUrliMWhhFk3BG5fD5fFYTdLP2mZGv/aX9hkzJQrGAxc9Av/6Z68sm/YH62bp1c3T5rM3vqqnuuEpSGVh4KTR73SxQ8eAQZy9254jD7wo42f3LE95AK+AEnb5tTHidnhsMl8f96fEINdbONExku/eAbEL1b3uy1/+Ms4++2xs2rQJSZLgk5/8ZHD/+c9/PpIkCV5PfvKT7xtlo0SJEiXKPSKLHxwBlRGtxkmS4PaHr8CGn98eGtyAv8rrrRp3O9jwt9vwo9/aVBkxJuyaxAYWb8pPU+TLluBBH71pBLI4KMEwE+OzAe4mCfJuBzf82lHIp6fCVWreu2QGGK8g896ZXhfZmhUVi8PGKdfPLkO0Kp/P9YFOityAHh946hntgN8mrZP7lA17Ne4VSFhYbQ8oKfDyjL+StUnLsarp6AEPk4zK5VUgmgfJ1FRYNuuh7lV6EC63hUGH6s8g0gNxPCYyN4OyrG5eSOBxtL4cDKrP7HbKxr2WWfaZ4ypo5XGf8DgzkOAFCGZ1PECtAC9NQ8bG+tXqV914X5YytwZ42HXO9LF6uO+SJNyLZemcfURlfQp42BWQ22/1e4y4gl37XFzPVe+iXHPLy7Mikh2DpabfqQUg+/btw8/+7M/i3e9+d2OaJz/5ydi2bVv5+ru/+7t7UcMoUaJEiXJPy6EBjoD6CnTxR7/hsq1Y+VtDoD8IDS412owtUQNpMMT2Fx6JB79nR1W2GutqkA7ImMtzoD/Al248dqQDG9RalrdSXdwbHrESv/qcf0W2fEkI8BRc8cq5rIZnq5bhhR/9zAggsRggMT0YWGTZyHhMUyRTPeTLluDF//wvGB6xutJBwQO3w4xP0iWf7mHXX/aw++ePcvc81Pa3mA7c350Uux69CXMPWDdKYwEWrA/YfYp1MymMwnzVcvQ3rfVX1LktTd+LuvPpqbDNvBfE+sDysEHM3839UCPeNYFOZuYsmESHyuL0VsZgGBrKCsoZ1HC9Mh8rINUN5yP3Y8cx+nU82DA3XaxdHHnPxOaBx8IwoC7HoROCfW6PLibwXOZocvpcqFhZfAiy1WVAh595q0vFA0p2baonfdupgz/dS8X18JwkQJTwODvtK93zqG3GqCxEOfPMM/GWt7wFT3va0xrTTE9PY2Zmpnwddthh96KGUaJEiRLlnpbFD44UFAGh+81gWEXwsrS8Iqy++2Zgm9GQZUj37ENycK5u+HvCgMQMkNk+jn7F3qoMq8vSe+58rFOeo7t9J/79aQ9B57ZdVfm898SuqTFJRni6cy/+5lefgnTn3tCwFn1rBhrtx0hm+/i9v3o+Orv2jYCe55bE+lh+MriTLMfSXh/Td/Z95omNPh5TLneY4Wde/R3MvnZnkVbcotjgtfawe1XBomx473b8nw//ObFHAkRKFiSpMy+F3P4/NuKcf/x/lctiyapkFaOprEHJ0o3aOtywBuf+8xXIl0wjCCHuuX4qy1GUka9YhrP/+T+QHb4qbC/PMdVBGId8uoen/NN/jFhOnpOsv76rC+NUD/v/toP+xsNCholBjwmDMR77NMEN71iBfNmSKh0DFt1XpJLnQK+Lq996RAjSDCToQoj2SdF/w5nDcNXrNoaH8Oo5alY/HTSb96vQ/rtOOgq3nra5ziQpw8lCv0350mlcffHhI4DE85nDeVubmWWjcfnhxeswt+WI+v4zy8fvSVKBIgDo9fCDC4/E1X+4Huj1kOeLO2rdv/7rv2L9+vV46EMfipe85CW4/fbbx6afnZ3F7t27g1eUKFGiRLn/yqIHR7ka0ECd+eDVYGaIzBhj1yAz1gIGRVgNoO6upCv7XJ4ZymyEWD1mGOqqOzMUBRiAbUJlMMGgTw161qtoR2qgRg1c1sncjNR4ykY6HP3hG8JzY/RdDxa1vNan/QGmXpBg+se3Vjp4jBNQdz2zstIENz57BivPo7Nd9MX5WN+y73Ls+I0Z/O+nn1ftiRqSscv9aeNnwTSo/LX/eQfe/a6n+ZtlPbcrNo6LctN9s/jsHSci6Uvfc7u5vKkeAZ9Rv+ZJgv3ZdOj+Zu31AIQa68Ury1NkS3vh+OsZOpZPdQWQd1K889iPYP+RS6q6NSIgs5LcnwWYzHtdnHb0f6O/fmV1XRkYY2WU+TI9el289BFfqtxAGUw0LXCUBwCP3rf9wmq86DFfrrvK2VhYPxR58v4I8Cc2Tp0Uc795B9JfuzVcfNB+1LIECJ724KurdjAYtT4wnfn3y563TorN6+9E3nMWTbgc+6zPT5ZhybYOstunqrYtUnnyk5+M97///fjCF76AP/zDP8QVV1yBM888E8Mxm4QvvvhirF69unxt3rz5XtQ4SpQoUaLcVUnyRbrEt3v3bqxevRqnrX8hep3p8WwOu1t5ogaXfdZ79r00OhwXGlsd5+v8WQ0j1sGMeHbJUlGmhsV04no4nefWxCBKdWGdlMHQcsaV6+mjLoFcJ5dp3znqml1PE9QOamX9uQ4ef101b/qsfaLR0izqHFDtvxoMm8eYdbPP3AcaDc4AAc8p6wdrP6fnPvH63dIMBmHUOAMq1r+9bgDc3PFStzMr1/Sd6hXl5iGA4jZzf+j4FMxP6aLKixVA6DbJY2bPD7NUg2E4f7gs7zw0fo6SZKSHueWquxow/relAEgMYoMyeD4wm8zhxT0dxtWv+4+Aqk+4Ln1eYNVLAAYGYAXAHGRzuHzHX2PXrl1YtWqV3/b7uSRJgk984hN46lOf2pjmxz/+MR70oAfh8ssvx2mnneammZ2dxezsbPl99+7d2Lx5Mx4//WvoJncz+tUijFY3KQJXq2h1/Rb1zFO0unmJ0tVin968Rau7t2TCOAJAq2h18zWHJ0V2m6dodW3mQxu5X0Wrm682zUe0ugnRLCfVM8j7+FL/YxP/mxZ9KO8kSZAPBqMzSNioYFaIjQzeq6CMh4kCmqqyZgDExj3v/WF2x9u3oQZsk2HNzI66AmoYaN17xHXqZ0s/TthQNDHDnMsXBqJsk4EIXv1vAiJeX3ouR0BovPN1ZkS8NrBunNb6rJOiDAXJujCjlGXAkPrDItApuGNGoIm9KQHgMMzD79a3AcMggDXPgQEBEQZvXjuBihGycSmYvUA3BbEKZLR9SVKxnLz/SQEsC4Nv60eO6sfznFlI2zdkokyw6cHt4z415krHxjvrSZ87FgYkPF8MMDcBK83P9XN/HJyt2qrBIZr04/lIRqsFWXBBkHfN9NHfgENAHvjAB+KII47ANddc0wiOpqenMT09fS9rFiVKlChRflqZd/+HBzzgAdBQp0mS4PzzzwcAnHrqqbV7L37xi4MybrjhBpx11llYtmwZ1q9fj1e96lUYtFlx8iRJRsCo+BwcMqkGpbeSLmXVwgKz61ATwGBAwPeUfVCD0lvFZV1N1IjnOr1zmNjVKEnCMyG4Lq1HmQBNyyvbfFYTG37aT1lWGYcMShUEadu5T82lSV0aLY+l0X6w67axn8fIRHW1tgHVXhUGfqW7FPW7Go7cF/adP7P+fEAsMwkK5HiM2HBmoMB1JglqwT88poX3sOiY6PzV50b7VJmQcXWbiyvns+u6F87ScB80vXN6XWTg59jAiO0/4v60PXLcNwq0FeDY/CzmRq5BWVR3K9M7lNZxVQzG2NJ4+4u03c74BQe5JkkQma64EY6rLl6g5Sr3IpCtW7fi9ttvx8aNG+9rVaJEiRIlyjzJvDNH3/zmNwP/6+9973t40pOehGc84xnltRe96EV405veVH5ftmxZ+Xk4HOKss87CzMwMvvrVr2Lbtm147nOfi16vh7e+9a13XSH9k1YDlZkWBg66r4hFwZRnsHJd7P7ELJWVoYaOBySKdPnc3AjsmX5NbAu31zOmSL/E9qfwdTV+eVWd3/XQTstjdaoRa0YbuzaVICepu8GpEdb0Pc/Dw0IV6GrfcDl8+KwyVE1jlOfA3CA0vD3QYnrxPes3dV0yozYAA2IY8zgriFHmQYG6AinuZ2bFjMXjsfHYIR5XZphMV16A8IChRoC0PrE26HNleprbn4LKMlhDWh9H7/wg1sfy6X0GaMpEKdhT5pDT2HNaXE86VJ69K+vL9fJ31b2J2dXfIdbLmdPlQa61YpLgXX8rjGEKAFEL14f7o+zduxfXXHNN+f26667Dt7/9baxduxZr167FG9/4RpxzzjmYmZnBtddei1e/+tV48IMfjDPOOOOuVzYcYqxbTBsXlDZ1TJI27k8txjPP58c9b1Jd+dzcxCKSbgvXuxYAft7cktq4+U2SFm5Wd9flqLW0cYdrk6aNzJNL16SxnJd+aVlOGxe+PJv8XCbzMZTzdSDtvVTX3XUDbPU7hXsAHK1bty74/gd/8Ad40IMehF/8xV8sry1btgwzMzNu/s9//vO46qqrcPnll2PDhg14xCMegTe/+c248MILcdFFF2HKzoVpKbmyBE2GBBuuvPrO7lZqYKoBpntOgNAw48/2ncUDMAIuEgUj7J7H13WFnQ24waBuQNs9r10eO8H7R/Q+95uCBjNoGSBZXYXLVz47h2R6qt4uNqwVfAFAvx/2tb2rcW31cX9pexSEKPhLkhD0pMnI1Y7dlTzj3sASjx0DFI+JsLayG5yO67i2BkCwMNJ5bxKD2Yx0MRBn84XbxPNI5zy3jZ8LHhdbiACqfvcArJXJ+hrIoGc1MOw9t1LuK96PxOCFXfO0HBZuCwOlpjzq1sfXFOAwWOL6VDeu08plQMr5TPSZkPu1PSMTjMc8z5FIvhIkzdOf6b0t3/rWt/D4xz++/H7BBRcAAJ73vOfhkksuwXe+8x28733vw86dO7Fp0yacfvrpePOb3xzd5qJEiRJlEck9uudobm4OH/jAB3DBBRcEf6Af/OAH8YEPfAAzMzM4++yz8brXva5kj772ta/hxBNPxIYNG8r0Z5xxBl7ykpfg+9//Ph75yEe6dXmbXkvRVWvABzHsJqcblJvEymADUEFSk6GshjnrCvjGpgkbVWo0sWHM+1E4n2c4cV/wareyP+ziyIY9f7f+5PtsZJsubEQXdSRLpkMAp/1o9esYmvukB8a8fuU+08NklTXiPnRZG5kr3tgrsJZ214xiBpdAxXB1ivpsrjJDY+KxJzxODExZZwadbHAzYOD7Vr4xTgpiDQwqSwaEzwzraWlovpT7BnleWLpuF4k9gxqRUhnbcW5wHmvDwuDZdOfyeN4rcLKyvRUtdglVYMfigTbWwcr3QE7T861CaZkRSnTOg0CRLdzUS1twcuqpp2Ico/Av//Iv96I2UaJEiRLlvpB7FBx98pOfxM6dO/H85z+/vPbsZz8bW7ZswaZNm/Cd73wHF154Ia6++mp8/OMfBwBs3749AEYAyu/bt29vrOviiy/GG9/4xtr1YDVUV6bZaDJDE/Bd6ppcZtjAs3wKjCzfSKGqDAkLXMsD1IGaluexHayzx+zIniO3fxiwmRFleuhKvKXXfsiyKhqYtVd18QwRrkOBhd7jMWIgpuPntZeBBgNhBRXKdll53Q6ANCy7CXTyGDFg0/sMeKweBjZ5PmKoLD33aRPw4nK4b8S4Da7xM9HEKPKcVlc8HU9Lp6CSgYbnbljUn/R6Yb8AdYDHrKoCFO4HZVyYRQraJMENvIiIDMp43BXsqFue6Whpdbw4aATr7gF3zc9zyVuM8YTzMvhJEiSoWKLa81PkqQGpKFGiRIkSZYHKPQqO3vOe9+DMM8/Epk2bymvnnXde+fnEE0/Exo0bcdppp+Haa6/Fgx70oJ+6rte85jWlCwRQhUsN3OrU0JgkuqLbZFTZdzZ6PWPFPnv5gRBocTo17NmYa9rbw+lYOK2yUVw+r7iroc5GPO+VsLTsbjUQI4/LUOYAkLz0WfXnMdU26d4dBY+cdkAr7TpuBp4GBA5Zfw46of2tAEUNbw+QsGHvtdUDb9y3Op5AvY+VYfLmDQO4JtdJBfuc1wOt2rfMGvJeIZ1XJvpcMKPFzyYvPnhzR8Erg2iNdqeLAzrOHNyFdWRAxMLPkzdntQzNr6wQAyPtZx1XZdSsTu+3ictXlsgZ93yYBW50ESBFiRIlSpSFLOnkJD+d/OQnP8Hll1+OF77whWPTnXTSSQBQboKdmZnBjh07gjT2vWmfEjAKl7pq1argVcqkP2rdN2DC7mNqwKhh5K2m26qyCRt2aoTzareCOQV2HjPF6ZQR8M4hEmM77zsHyHL7uE3MQti1TmcEHtS1SVkUBWCWhlkfM665HAupbGk5H5fPLndWVpPrkwJkD4QyeDL9eCxNbzZc1aWN6+br3D8cac8zRPnAVgUYPDY69mq4c19xfXYwrxnbFsGP69Q+VWDEY8d1WPusX7y2MNvBdXBZDMp5Xnpua51OvS/4HgMnBkFWvwIjnkMMvBjQaSRLmxMMvjwGehwYtLL5mVOGVhYJcm8xiHWzcnWM9PfDAUs5zd/cGKNOCg3IcKhEq4sSJUqUKItP7jFw9N73vhfr16/HWWedNTbdt7/9bQAoQ6GefPLJ+O53v4tbbrmlTHPZZZdh1apVOOGEE346ZdjwVmFDiI1Nc/FRYwQIDTc2fs0YYlCkkeSUpVBjm++p/vbZDBu7roY6G12mt1ce5S3PgeI09q4MBt/3DGS+xwahGmTcR7yHQ4FFmlaBAawPmanjtrBRbHV6TJOVy2OjuvN84b5ltyg2WLmv+JoyQtyv7IrJfaM62/gwOGWmg9ur7WY9TGfWk/vN3AYtvLrNZSvXgI31g+msQFP7lRnQTicMwmBjoXv1dI+aznMWPsuL56SCFv7OoEbZKxMFLKZ7U5tZT57X+kwyyOdFAgbMTew239eFn2R0PIL2Ucmg53kVmrvfb/6dEWCZ5znywTBghJI0jQxRlChRokRZdHKPuNVlWYb3vve9eN7znocuhdS89tpr8aEPfQhPecpTcPjhh+M73/kOXvGKV+CUU07Bwx/+cADA6aefjhNOOAHnnnsu3va2t2H79u147Wtfi/PPP/+njwjEK+0sbHipAQ+4K6c1AKIgx8TbX8NlKujgslhnTqd62GcGGVq+MEQ1Y4rr8srmlX4FE8yKsRHohVrUutmAzPOR8W/GHrMHQBW6WftUXRP5HoMVZi2aVsV5PPkAW3bvMzGj11wIu90CrKQo9y/pvAIK1yMylJv6ZJLB2sQC8WceJ28OTlrZ5zKZETIQY0whu6AxcLN8dt8DhlyPupHxc8jsDT+nGnbfK58BitWnLN240KAKPHWBhNvZ5ILIaZQNU3Ds1euVoUylMLT5YIikW7HaZSS/PB9FvMyyKtyxzi/um+J6AgCdht+OSXMpSpQoUaJEWUByj4Cjyy+/HDfccAN+8zd/M7g+NTWFyy+/HH/6p3+Kffv2YfPmzTjnnHPw2te+tkzT6XTwmc98Bi95yUtw8sknY/ny5Xje854XnIt0VyRhIxGoGzKdwvCzlXJOA/jsC4f5BkYuSBY9jMUzdj0dlD3yVsrtnQEPsyhsmGsZ6mJj97U8BRAmTQEjFFxyn6ixyp+tDD7XxmNdgIrBa+oL04uBphqL3pk4TQYsUD/3SJnDPK90YlDXtL/KrvHBn5yuycBUJktBDfcZj7HOAT0Li1kVu2b9rGyNAmweN8+oVndIEwaYDBKa9htp9Ea+p2OjCwDWZitXFz60bmPHGFBxP+v4K8PMLCGDRa5LXRKtbd6eMHbXK+7lg0EYDc7K8ViuLBudo8Rp+bPDeOVZVi+/CehRntFHOeMIGIXVjzJekhStzhgaJxPO/Ghzvk6SNjCUYaK2Go2XNudfTQwDP77NAOrz8R6UNucuTTzfqc1ZPq3OvWnRNy3O2Jk03nf3rJmynF4LE7TNnJmvM5XupXqSbm9yVW3mxAR92pxP1KaeVmcutTm+IWvRpnTCnGgxBuN0SfIEaDGM9wg4Ov30090fp82bN+OKK66YmH/Lli347Gc/Oy+61PTgleYkwVWv2YgVG/bi6JfvqYxXNTjY1YVddwCg28HNTzkKGz+/DclB+ZE044KBkAl/73aQ97pIDsxW6XlVmYGLlasuW0DFTEz6Y1CDrmxrAiAJgZ6u8HO7TDx2ygw/NXKbzoLifMbeDMQliQ3SpvpVB67Dwk1zGr5v42wgQSMBeqLslAfAav2chuf2sDQxWzbWCj7Y+NdxsfZyPdrPDEYZCPI81DORrA3K2gH1QB5WH5frBSPhMbay1d2NRfcEMWBVhqZJGGwRi5IfOIBkyZKqXv09aJqT3BcakY4ZHy8/l+G4SSYGGLl9yh5xXr2u5fJcKcaiPCuKATTfK9Ln/f4ofLrMXcub26JBlChRokSJsgBlnpaDFojwqnJh+B31+QSdL66pp1UDxowMCdmbT/Xw2N+4EsMjVlZ1sBHJLl2ecZKmuOMxG/E//v77yKd7daNFDdCOYwSlCe74H0fiR3+wtrqv+S09G5xqAC2Zxtzmw6tyWY8sqzbt874VFCtn9n2qh3zp9EgPdfMzYNntVCvsClAYjFk6NTLtvvYlX/cA4pDq7Dr7nMxw91g9BscMShkEat0eYGRAounVMOX2mM68V0dd1VjyvFpx47nXScMymU3icbD9XQw68rwK1NDEkpp4bKONOfe1ttcCQiiobAKn1m/e/iuONsk68XNt40dR30pgZHOPAzho0AbVi1kvBkNcr4Ja7k++ruVa3dpOE2bzgApgcvt0zlibu93ygOm8WECwgAsjFat2Jr1eyBYlyQgY8ZyOEiVKlChRFqgsenBUC0FrBnpheK36j2048lM3VowCUN9LoKu8tLKdHJjFj399M7rb7gxZBC0LaDCmEhz2X3fgQx95ApIBrYKPlA/fs6zSUwzNHY8BHn7UTT5DwCBEXecILPzk6evx6D/7j+L8HqqXgSEzLNbHtOq+61EzeNw/fN8HK9YudS8zsY3iq5Zj00duR75kOgQM3CYFV2oU9rrY+ZgjgV43bK+JMSosXEcBBLLDViBfRsayAmybTwqELH2aAlO9kR4K/nSFXg1eri+V/iw7PwmBm7oPMhBjXdWQ1rI9wz1JRv2WCnDmvhuIG0/AZHXI/dJxMTMGh58fBqDcTtXT2qugjPY8Bs8+G/NedEVeTOCx0fHz2mH1WJtNT35xeZ20Cv5iCw4eWOLnkF30FGjpYgPrzPVa27vd0RwtyjSXvCRJauyQC37SFFi6pKp7OGznChMlSpQoUaLcD2XRgyOTXA1kMw77A2Cu32ycquFh14HSPSrZdyDcp6Irv8pysAyGSPbsxzEf3BoyG5aWwQDnZ+NumOH4P92GA+cuq4AHr+LyCny3Uy8/y4DBEA/48E34z+f/TBW+WkGJtklBXJ5j1VV34v2fOC28p+HMlbngz1mG4fIprJvaE/a16qEAiSVNkU9P4XUXX4qDxxxR7MeaAKZ0nACg08HTPvJlHPl/t4eGKPc/9weDUaAweBPc8q4pPPuf/20EKrQNTUBYxuiHrzgSp3zmh6E/vjISDILUaM5z3PCsLVj+/j0Vu8hAj/XwWLdChhvWYP1Hdo6Mae4/05cBpz5TxffhujW46qL1VX9oH6qhr/qkKfLVK3DVGzaFLCY/GyxWpjEoRfq5B67D1nOOrvLwM2XPjIIcS1v08bUvOAq3/+LmkFnywmar252VN9XDrX++ZMS2EotVutFxGdq2Qtetv3o0rnrNpgo0achwfUakP7MjVmPwN8MRgPdYqzJbFelu1IxRP+YrlmHPJQkGRx0+Alfde8RbO0qUKFGiRLlXZNGDo/IsDl0JV1aIV9ntOofYHRVWN3J074WVZfeBMMR3qFz1Pqhc/QLxVnvVGLT8Cq7sHoOsgazKs1HcHyC9fXeVjwzJwEj1QGBRR7JnPx70tzeOVo7ZUOe+UWAi5Xd37MR//fLRI9DpsS2Wz1stL+4lB2fxric/BUuuvaXSRVkK0ief64fX0xToD/DJX/0F3PTcjSNAweNvZTGwyDLnXJwch180hfef+5TQzU1ZHm6PArA0wQM+3ceH//JJVTsYHLLbJoNp7isAa64d4po7jgjLZiDFbeG22TORJMh7HcwO5TBcBihslHNfE0De+8AVeMjRO8L5YfrzXFeGyJ7HPMfBI1fiWT/3jYrlNNdGZfZMF9s3Rf2/9dSlmHribe58AFBnoUwPGrc1P3crdjx+4DOHVh4Luw1mGfIlU3jgmtur+WX1sTTtRSq+T9+RY9XV3WoRQPuR55jz/CR7D+COD24eLRTZOMtvlXuwa/E92X8Qy3532Yg9L9JGiRIlSpQoC1WSfJH+k+3evRurV6/GaetfiG46VYEjFjVkeA+CfWdhw9gAFtC8KmtGFYMx3Wuin9kIazK4LJ0HWhj8GcDhjfHa9qayPddAD6RwWQo81fDXjf1sGDe10/pd26z9YHXzZ9bf7lnobY9x0rK47Qwyh8Mwgh7vK0kdI1fBso6XRXJjF0KdK0kyYlosIiHrynroob0MCoAqqiGPj0ZM03nrATj77u1h4z7k/VsB+BSgrv1t/azA2r6XoCjzg3yweKwLf+c+L/vJCRrhSQFeg4UJD0SzHlyHtVXZJRPvOaVreZ6PzigD6hGvLJ0B3/KyAB3vN6ipLy19E5ADkGcZBtkcvnDL32DXrl3hgdxRyv+mx/eegW4yJnBFm+hPE6RdtLoW9bSJVtcmklebcuah3feqtIkqNh/R6uYpYuChGq0un1BOq+dgvqTFWLbqv/n4jZinudcqMp663Xvl3MOeB4O8jy8N/mHif9OiZ44A1FfETbwH3NtAzZ+9cnIyWLUsINwrwAYtG8NqAPEKthosZthqGg80sbHe9BDkOfLZuXq97J6jhiQDKNaZ91Ow2D114WLg0wQ29Tsb7FyOt8JueSxd0xlMdl8ZGO4TdrliPXlcGQipu5uyYFa39bMa57riPxhWgRI8ECbMSFk2z81hFu4LsjRWJvdhmo5+zBQI2ztH9GNAwPVptEKrm91QLR8ztdzffI6XpTWmtGlhwhsDE2VXjGXiuaE/4gpeSj0G9T10pj/ro3uItN/UhZfbYG0Hwr1Inc4I5Jgrn4ouLhTjnOjzY+U6wMhdO5P5kGfZKH9Obndxz1GUKFGiRFmgcmiAIy8QAuCzC3bd289hZXE6dWFhUaNYDWiPfRmzIusyI2wos0Gm5ZBxVLueJEimp4LvtRDKnq56iKR95vaxa571H1CBJGM32KBUkKNAjMEet0M387P+3H/aDv5uwiGitW06Ttw+y6cAlsdFWTWTklUh8KX7gxhAMCj0ADa3ka/pPGDdGCglzv4RbhOzKzy/tGwu3xhEBsk8x3SvTZ5Xh+xydEFzYWRQw650Crj5WeW9RQzETBd24VNQo3WoLgzqtM9ZDxPvu8dyF2WV48FzgIXbwv2uIEeYKD4PLs8ycKS6MFtee43US4L3KFGiRIkSZaHKot85W0ZcUqOxMCDywWC0ksqGeNOKM3/2Qgd7AKdIk2fZyP2FmSnLzyv+ZlSpO5RnxKs7jKZjvS1Pvx8ax2pwqtGuDBeXpemtvYEbl7SBjXzWlQ+EVQDk7G0KDHlrkxnSLKYjG8lsuNoYqKskAz8P1AZtSasoggxwdJwsf7db10PZLit/mDcby03uemog6xlMqj+LjbPeV1dCq5fZI2533qC3zne7xs+gARO7ZudOcb+wGx2PkeXhRQzdi6T9rc+CPvusC88lnsvcZ+MWV+zdc1vVecg6GmPYBPDtvQhfXoIW7jNihdW1Lh+ODo7Nswwcpjs4u6jsrqTMn1N5fH/BuUbdF8JRHz1p4+4yQebN/WlyMZNdx9rKJNaxzdxq06YW7jv5MJuYplW7J+kzH2UAE13HAMzfAaST6mnhMtfG7XPeZJLr3TgX17ZlAJgv98dWbmrzwNC3+o2YJ0+ApDd19wu5my6UbXcSLXrmKNcQ3byKOhyGK50NAApAfeXZE3ZHMXekwsBJej3fWNa9EmYANU1YNgSVLWIdOE2WFQb8MDQadWXdrnGbTZ8xLnmNK9iqm7rhMTjUvjfR0Mtm4HkudMwEAKFrlK7Qs24Gshi0WB424L06ADk/qVsfT6uP2Qq7xv1i6XnTfp5X50sxEOC0PBeYSWIXPKuP54WVoXubeN7wOGjfc3obGwUxzBBaOp4HzDhZOGsFKQzKuTztY933pWwPz2eWca6gfL/J3ZZBKfc3952CfGWo7Br3pT7Xnth1ZqaKBSF1n8uzrPw9TLj/gFH4bltIKvJyGltkUoYoOP/IFpzyPLrVRYkSJUqUBSuLHhwF58Owi5eu3APhHhugblAD4cqvBwjMODFD24wgXlHmVXbVRQ1nfmfDWBkNj83h7wMyOHWDPBuO3E8eA9TEhpjh6hlxdo+/j0Pv3D9em1gfIAQkngHMOjMI0H1UXCf3tYI63UfDfc9zhl3zPCbJxl/dyCyttUONbQZVxt4w0PBYNJ0rPG48f/TQVH1GmuaFgSJzm1P2yK5xft0LqPt8eG+O1WVgh93beM8Nz0t1idN+ZMDdJJ7L2xi3t9JFlMFgnvuLHdbvTeHPeZ5ovXpNGSoGP0W/J2mKpNtBrvNQ29H0fBZMEednBiq3vVcRGEWJEiVKlAUsix8cZXndCNA/fv3OgEavM3vELmlAM/ixe+pi5q382z0znNjIYeOIDXMFLkAYhpmvs/FkwgY1G7SekcQMRZE31z5R9snqldXtmpHOgE1WtgOWiduqgEdX4lUMqJlxzUa153Jn/eOBBA5WwEa26c6R+awur11cP7eJWR1mTSwfsw8KphkccP9wP3Fb1JjmMdEx5Xll900PLpuBKi8qWB4NOmG68L4aFganDGzU7VKvKWhtAhR6rQkIWVnsomfziecIM1bMdPL+JF3YGKcTgzOPzeXfJK/fiAUqvxuwyfMqqAIvDLA4vwXuHqPoUhclSpQoURawLH5wZAdNjnNR8QwaLx2LGSpt3O2AurHDBqeueqv7m0nDam75zqDDDEw26vk+t5frVwCm1xydkl4vNIwZZCjLwga/3WfGSd2mmO2za2pQewY89wkwcnPk9piBzayTvTPLwe5cPG4MIq1PunSIpoI/a6sCRyvLylNj2QOzJuNYDwtOweVbH+hYMjBhIKjAhttkDIkBVo+9ZDc3Zct4rJlRYpChwF6fTZ7XyqpYfu+59PqMwTu3V59t1kvbyKDNc6OzcmwxgueLgjKOdMnjPBxW4VBtccXGkMGaAl1Lz+90v+YypwCJ7ikgKtmjCIqiRIkSJcoikMUPjliSpFwdDVa+Tdgg0TDcnkuO91nqqx1G6e1jMOOyqU5lLewai64iMxBqMj6ZfTD9vL5hY0uNRMun+U2nplVoK5M3+je5CTEwMrctE66TgR8b48AIwDEbxzp4eTgNUBnOXuTDTidkkbhPWC81Oj1jlfuUmQSvbGYNrRxuk2Pc1sCxCevP880Mfp3LZuDbs2JgnEGB1mX68TxnoGTlKrD0hMGAzhkPiDe5prFrnjI4/ExZOgYm+pzqmKn+3F797VGXXv7O5SRJGSQhEF1A4OtNiyoChvNx+fJ6hDqWRXpcXpQoUaJEOQTlkABHORmTtuHYZYf0nmec8HX7zOyECYMwDgusK9Rs9Kv7FoOSqjHhu+ZXQ5/zMQCxlX8ug3XX+ljGGewKvBigeXUw06RlaF9aGgYEXhuYdbJ+V8PfDFmtxzMwNR2LGao6V9iljFkh1kH7zsozYRdCdilUZoAZAwaTxop5fa3neWldPJcNODHA4PG071y/6sVunvwMmBhAVsDAY8D947mfcX+y66SCHs9dTp977g8PgCprPA7IKQhjYSDWVJa3QMMMqLa9aW55Quyd/TbmNA61KHTFewmULOBN3GcUJUqUKFEWiRwS4ChRdyGgMnqa9hWoS82kFeE0rYIwmHggoondcFZqa4wOG8QMOjzdOR23W1kBvc4r9goiWd9xYEdBit3n8j2mxwxENrZNdBWfgYe21dJYOQxGWW89s4rvs8uSGe7e2CnIMp2UYdJ5oWCN+1+vqRHs7THjfgGAwQD5gQOVLjwO1hc6nqyvsYwe88PfWW9mfaxc6z9+hnisLa2ygQzQmKXh55DbYDorsG/ag8bleH2s4L4J1DFgZPc7vW51MqvKelkd3nOlzC0/H/wbo2PIws+J/p4ImGLwM7pUB0pV+4sodsV5XPGcoyhRokSJstBl0Z9zVIoCGlslXTKFJMuBuX61ms57YNi48Vabk2Tkaz8Y+ml4pZqNX9tXBNSNXD6XRlkFZVnsvdsZrd56RpIHVppW3IHx5xTZu7Ipaggq0GLWw2u3plPjlOu1+7xxnw1LZtEYGKlhz32hhj+DUzbcOdIfuzdZfgZS3Ec6ptYP2kcMHlVPnjN2bwyjlSxZEvazFwShiWVg1oejy3n9Z3qwa5yCYiuH03C9CpLtMxCGJOe+0X7VNnCQES6Pn2/WicVjP7UP1C1QGR6eTwqSPMbS23vIvxm8UMPX7Zr+JlBZeZahEbY0sUTUbj0Xydt3pGVEiRIlSpQoC1EOHXCkf9qFkXjt768EADz41XeOjLBxBgkQGjydDtDr4vr/uQkP+LutQF9WutWQMzFDqqgjXzI6GCuZ7YcGPRuvbEQrS9IxI03S214Qbo+Vo25M4wxtNeDVdc4z+jwQxuyCB1R0pd7aYAyfByJMDMDY/h8Fa6afgV/VS4XZFG6TsnZJ4oMB08E+s1ge+8xsAu81UUCl5+WYDgY8lLlRI5kBJIMVnauW1gx2BZxNjBiDKMvv9bcH/j1QbN8ZWCv7ozp4z6yCeO0j7m8tj8db261tawpswunHud8pk+kFZVGAxMKLF6L/WLBDfV07903SKvjR847yYYYYmKGlDIcYe2DkPBwm2e6AVyfMfK2gMfPWZHJV7WQ+DtFs0aZ7FchPalOLcWp1wGubsWwhE8uZp/nQ6gDSQX9yOS0OtkV+P/pdmqfDZJN0fDlt5kyreTVfB9Lmk8dyUrvb6DLuAOIkz4HZyWocEm51pYuIMh95ji3vTHDUX/Yqn3k1ONhwtNVZ+lHNl0zhoWf+CPk0nfzLBp+ex8IGXmHg3Pj2pTjyg7cQyEGoiwIXXflPU/z3W9di69OPDtPpOTfMSiig6aTI1q5EdsTqOmNl/cB6MxjgOnrdEYtlejCrYzpr3QykSpZOQAn3A78svZ52nqaVkaZ18h4wHlNnbABU48IGpgckaV6VYsa3AhoTz6BmYKH1efpZfqAeWEHf7cUuh954ZFkInNSVjYMhGKBj5o51U9DGIErd29SNbByYUBe2SWL1ceRCrV9dba2vPHc6HWvLry6JTbpx35kom+oBXXWz47w633jsFezwXHCEjUcvEEMArkqGNgnfo0SJEiVKlAUmix8cZTmQOSufhSHRu+E2LLl6W+i6A1RGha56syGQ50j27Mfs85Yh2X+wqI+MrYKFytngY8OxKGfz78xh629tAYZZaAzmeRU4gY1oZi0AYDBEfvMSLL2dmCUWY2DYcDJ9iMF4+Pt+iMEf76kDEzOa2UBn8EOG8OEfuhPrP3znCFBYG/VgTMvH/Wo6dTu4/twtGPxtPiqD94px2GJ7MeNgAKnTQb5sCX78vM3AFK0oMbvChqmNj4Yh73bQP+rwOuth4+Csspd9Y/ts8hz5imUjwMj9xYYs9zML6ZIvmRqVkVK/at8ByNeuroPnsv3p6KWMmM0JZX40SEMBol0AxABDgaPNv5LhSqu2sMupRp9TNz6tpw0osjT8HDMD5vUjA0Odo9wv3S6wZDqcTwxc7LourlhZ1p9cJrOQVobuX9P7U716GnU1pTyJsGf5siXAkunRdVRAyPYejaqpGKIkSarFpE4Hw5nDR4sq3W4FmGKAhihRokSJskBl8YOjPCs3CyPPqzC4ZozZi1fk2WhjlgGouyBl2cidjqO/2fUifdIrDHQzYNh1L8+R7D+I9LZddcPZ3N+4PjWii88P/bObcPgVW+sghNvEq+XqugTgu884BlMvcvYuGejwGAkut9vBrS85CttecnQBSsUYZCNNV+JLozRDby9w067VVVo+i4n7gNkIK7vo29mjVuOXnvq1sC+a2Kw0rdwPqY7h4Svx85f8B/qbDgsjtlkZXCf3B/VVvnQav/3ZT2DPIzdWc0pZABuTpmh0Uz2c/o//iZvPOqqqR4FDAX6TXXt9cNxJcezHt+Gq39kY9pfnWsKumDYHi3ZNv/8Arn/ulrDvNSqd6cRz1YBoJ8X1f7IKtz/uyDrrwcBdRUKEX/XmGdx+ylH1uciAhl047Tm29zTF1j9bieG6NeEzbm2y587apMwhgOywFTjuH7YiW7Oy0rPTGUWtZEaI3+WA26vfegQGl8JnAT2mlkFdOgKZw/cMMNy4NuwrnpdcLv++FO0c/sUcrn/Wka4rUu1cowIwJZ20ZOOvfskyXP8rh1VpIjCKEiVKlCgLWBb/nqMkhW4mrq3CksEEYPz+AL3Hq9KanoEUG83qZsZGJutiq8gKZHh12coaNoAQMwjNqPL2UwDAYIhkQMwMp2GmwQskUeqfjUCeia6Gsy5WJutQGLNHfupG4FOojCzP7cjaqQxUIUv+eweuetpRwJB8XJnlUrc0h9nq3LoL//Gs49Dbc6sLJkv9bZytf0q3uATJYIi3P/PZWHHnrWGbtY8UNPG1uT4+/nunY+NVO0JwORgAdn6T57vN+mQ5/vHf/z8c8wlxg1QAwzooO5QmuOpLx2Lzvx2o5+X5z4Y5j1GWAcMEWZZiepe4pHnjyM+jvRvzBKDTR3if83vXuI87KX52w024NTsyHEN7/hhYWL8YSCr6JekP8fHvPBLHH7wj6I+En3u7rkFeirk28/Ep3HbEZszkN9T7QfvEG+dhhoN/tAnLb7ulbEOeZUh4Luc58sGgWqQBApDUefE0HjB3Y9nmpohzdjhsENK738cJb97mg7EoUaJEiRJlAUqSL9LwQrt378bq1atx2trnoze9vLrBxikb5+qqwqLuSSbjNrSr4deUdlJ9XjQuBWga5cxro/c5SarAAawrl6HuTt5304uFjWfPVUjvWb1sgJbAj+pT1ssbHwZzDDzZAFZQ4LVBddV6VXguGeOi80sPSTWw6fUPf9YxGhd5Tl1BrZxuUc9Ago4oyLE6dI7m+WhP2TCrgkxYG73+U6Bu5WifMWBn9zMGEzYvSsCdjvSw9iqr6c1Vz5XT2uq1X3VinU0X08MDBqqTV5ZGAmTwy4yRlsOiOhtrmdPeIiqndJVzFh28fUXjrnH5ZbosxyCbwxduew927dqFVatW+XofomL/TY/vnoNuMmYj+UILyDBfMqnd9+Z+tjYsaBt9JpXTon/vzYAME2W+5kOLOT5/ARkm6NzmeZunQAr3VjmtgiS0kPkLyHD3291Gl3EBWQZ5H1+a/ejE/6bFzxylnTKCUu1keQ/0eMamRo0qV8ElfC8b9iYZGXD2XY1hNYDYiGOgooyS6cZsCgMnBTnaPg0NbeXV+jANjTcPJHgGvccGqEuYuoexnmpEqrHJ7fLqY6OdXa2sDE3bxAxZH3j3mJ3h/vJ0SJIqpDKDZd1ro6yf9QUzB+zqyKDIymHdLd9gWJ/zHNGQ69b9RlbmwHFxVAPMAxgsCsoYLJpLmom22/Jo3m7XDyWuenlMFz8H+pzbfdOXdWOXXO+ZZxaY2a8mkK5jycDGA//23sAG8xM6Lkw33zfgo2G7a+w752OgBCBPUUXujBIlSpQoURaY3P2lqYUgxUGFweom0AyMDIDYZ13B1dVoXnnmctgQY+OcjRp19bI0toHdY2rUYFfdgfo+IRZmbfQ6G/Psasb9QS45wcvawCvraqQbUCn3oNjeiYKB6HabmR0zLLk+dX/i/jBGgduhLAODMTP0PZDEY8TGuRrMnE9d9VCs1uu48f4USR+U5+1BUZaSgavVz25hVh6DCwth38ScMWhjMMDADgjbwWCA+0Hnl+mbZVVQFM891YCI3eM2WnuYbeS5Zt/ZxZWf2aZVJtVDn1MeA1ss8crkennhQhk7fca8MbDvykjqPdUZI/CS8H4yhKAoSZLRfikSZoMsUIMBJQ9A5cNstEquiyJRokSJEiXKApFD4h8sUeN0dHH07hmZbDgpMLK06h7DwivKvNmbjUldcdb9GmzUqs4suopsLwZWvBqtjJMaUgrG2JBmw1XBArNsrJuKAg0TXlFXcGXCLIrqwEwEEJ4txO1gdys21DmamuqqgFTDhnO9CjKGw/ohsqoXf+fgEwoS7b7XBrvPuiqDwv2pbVVjVkGM9YcGKLG8phsDMmU0mD3le8bcMGBmHblMa4e13cApL1IoW2PPq7qiKoDhtvA9rpfLtnmgATm4L7h8/V1h5svAFfc7vysgs88KhmwBSNimpGHOKBuUcMS5ssh8outQCaJiCO8oUaJEibLA5RBwq3NcQhyDonZdgYgZZJ5hz+VaeZ6rk72z0cYAxeoYpxeL50bGrljaRgZZ48rmlWsGBV6fmXFqRjszOmzMWxn6nftKjWkTjx3h1XgGh6y7ggUtW41o1t+bCwwceTWf5wpfU3c7BZ3qUqbuY5xGmUkbT28OWN0KLjWcNbeD9VVmQ93AuF85L4Mxc4/jfNbnDG5MF68/bL54AUi0Ddz/yu5p/ymw02fZe7Z5YcN007lv96xt2rdaJwNPbod3jfVsAEVlljStgjIIQzQq0gE/dr3IM2krKjNKJSDiz1EmSp7lyJNx/dxiv9CYww4BIGlx8OW87UtqIa3q6k3QuU3gj/na99FKWvTNpOcim6xv0mYI7sW9QPNRRqv5MB/7idrIvbivrt3Bq3dfn1aH7LYYg3nbuzQfvyNt2jTGrTvP27l8HzLMEZ9vlHvuMpMAgxqHLPydXcVM2K1HWQAtg91vFKDo6ru9q3HI7JMa/FaOgkUGbOqqxH3EzA5QGeDKQvBqO4MLZn9YHzY89T67W3H/mTAbZ+WpG5K+bIzssxraPP7G/DAgYWOf+5fnlu5j0XlhnxkosGHN/cWsBdfHepsRzsCUwTcb2NxnPJbs6qbXeO4xM8K624uZIwaF9gwpc8NsLPcHszA857nNnNberQ4u29qj6bkNOjZap6bV51GBG1/T3w1vruk91YOZ1yQpf8tyPti2WAzi37laSG6uKk2r30gBUfxyJU1gZ8mN9JyfP9H7Sr785S/j7LPPxqZNm5AkCT75yU8G9/M8x+tf/3ps3LgRS5cuxROf+ET86Ec/um+UjRIlSpQo94gcEuDI22AcGBmjRP41XqVV1zIgNMiA0C1KgYTmqStafeY6TZQlYFchBhVah65Ee8yVsgFmNLPLmqZT3U0H28OizJh9tnK4DA84WD+yG5u6QrHhy+1Wva1+BgzKBvB48ctjiNR4NQaB2+EF6PCMTN1TZelYV2Z1GAjx/GLQ4emtuui4cF8o4LS2stuZ55ZnZyKpm5qyOfqMGADihQEtQ1keBmPGkPB5YwwS+Zq6RVpbmhgjj2ni9pgogOO5qM+y1m+izwiLgBcApbtc4pxFFoTzFgmYobzaR1SWmySj/UOUnkN4e5J00mqFfD5Wnu8D2bdvH372Z38W7373u937b3vb2/Cud70Lf/EXf4FvfOMbWL58Oc444wwcPHjwXtY0SpQoUaLcU7L43eqyvA4B1chVNxVdqW8yaoAwjeci5kW60/wqbLSzqx0bu+x+xW1QpkfrZKNL3YG0/eyipUwWG3/q+mS6ee5GbOSaocosjKUzg9UMZ2UZuF1sVHO/s0HqGb/sxsafPd25r218mlzo1IA30b72yrX7HGJd54+5rHE/j9vrZfd1nKw8Zj14L5qCcQXF6obHfa6udNqWti5vXKcCf+eZKw13b28U6235+fliZrgJ5HCdTXrw/ObfGgGJeb+PZGqqzj5aWQq+GOzrHFLAwsAXXEQ9NHeVJQ9d48Ql2aJ+1vIX7JHdX8hy5pln4swzz3Tv5XmOP/3TP8VrX/ta/Mqv/AoA4P3vfz82bNiAT37yk3jmM595b6oaJUqUKFHuIVmYy3s/peRsVPDLMywU9PgF+sDIE3WVY4Ne0/B3rkdZLSvHVsYl0lTABnC7uEwgNLSUsfLSseuVunpxvR5LwavubEwzELP0DIzMcFdAAYTAR1lBY3LYAGZGbDCoMyjWj1yXpWGGg/VlQ95j7zygo+PD42tMgAIUbqPm5771RJkeHj+us6gjV6bUGBobLwZGHmgwXRkUWN3qcmjXua+1P70AFRzhjeszUSBo7/ay8be6lRHyWF6rg+eZLhzogovNUWZ2liyp6vXmtYrD9uRcJt0fC4DGiYCbcWDK7idJMspnLnZpgnv1XJx7Sa677jps374dT3ziE8trq1evxkknnYSvfe1rjflmZ2exe/fu4BUlSpQoUe6/ckiBI9uoHF4Uo6TJyNFVc17d5XIUKOjquBoaniGrxigHWGCD3MQMPTao2b1PAZnWpeDAgEsTw9btVnWwkcsuX55bH7M7DFKUIeC8XD6PCeurOnqglw1p61MrX8fQAJXVp2wg61f0eT7Xr4xsBSEMbNUI57brvLH02p/KJmogD4/tUXdPdm0z3fh7pxMeEmrleiyPsogKAHkhQOcV9xHVXZbF7dKAKPpM6b4xq68oP5+jwwSZ2bF56D2jCji5T1g/BWf2bvXrAooyW3ZPGUAF++z6lqYVq1OUYwtAnksdh+Bm0KPhvBvd59L6/qN8mIXgyQDSJBC2AGX79u0AgA0bNgTXN2zYUN7z5OKLL8bq1avL1+bNm+9RPaNEiRIlyt2TQwoc1Qxpc00qDLYacALqbkicn1eiTcyYZmOXjUg1svRdDTteyTaDTt3ZPOHVcdaXjX11DfL6itObkW0gwBgZdXMzUcPR6mTXLbvG+3O8lXM2zPk+gyVlyZjpUAaQ73llcx2mm+5NIdCRTPUq9o6NYOs/D9Dy4atshGu/qLHe9J2BGDNwPM81rYE1NuK5Tp37HMiC55fOa977o/OYx0hd1jymRvuNX/xs8TzQIA7AaE8M68r7w/i90xkZ/Mo0acAKWgjR84FqomCdx4eBjAI0D/zrogWBnYTS5PKs18J2O+BJ7wXAp3CdC6LbMdPEgRmilPKa17wGu3btKl833njjfa1SlChRokQZI/MOji666KJgBTJJEhx33HHl/YMHD+L888/H4YcfjhUrVuCcc87Bjh07gjJuuOEGnHXWWVi2bBnWr1+PV73qVRhMMj6aJG9YUS0MnAMnbMRwwxogTcMzkNRYaZJOB5jqjV6jiuouN+pexUaLlaEudGwseu5Z9lmZLV19ZqBm7da9EAo2GKAokGEXNbvPe5I4rTFMXI+yF9ZmTqOr3sX94a231Rk8dqvy3Le0DxkQaZuVSdE2sq6mI+/90XHk/rN6FAwZwLJ8ZoBbO5WZU73ZYDfh8WVWSPuZP6v7GveVAkKu3/pZ5yWDcc+1zMrlcjzR51CZJCuXx5r1sHHl+uzeGNa2xppZ23lhwuoGRgERmBVU4KZzSplCvec9AwyYeMHCKycPI9a5Cz8Y737n7i1KK5DV6G6XJkDasGizgGVmZgYAav9XO3bsKO95Mj09jVWrVgWvKFGiRIly/5V7hDn6mZ/5GWzbtq18feUrXynvveIVr8CnP/1pfOxjH8MVV1yBm2++GU9/+tPL+8PhEGeddRbm5ubw1a9+Fe973/tw6aWX4vWvf/1Pp0wRNSlRoxoAOiluefEB/PfzV/hsBYMKNUgKydasxNzfZKGBPG7PghNBazhzGIZHrK67gZmRqca+x3L0unXDTY1e1UkNYmUz2KDWOtmA57oYWDHQY4bCcwGz+9YvXG9Rd2fDeuT9ft1tS4EAg1N239N2mF7qysTtZnDDhq+lYx080OmBDgUcOibKtCkI4/mgYNz6TucCj4sCLG4rMznsXsgLB974NAEN3RPEwEnb4oGlpn1Spos+E3yPx6QoJ+d0rJsHqIFwTnK7tJ88nbR9heSDYTiu5Q35ffIWDeyzc98AnbrLASHYY+ATuNGlqQ+KyioIFGWU39z7eN/RItxzdMwxx2BmZgZf+MIXymu7d+/GN77xDZx88sn3oWZRokSJEmU+5R6JVtftdt2VtF27duE973kPPvShD+EJT3gCAOC9730vjj/+eHz961/HYx7zGHz+85/HVVddhcsvvxwbNmzAIx7xCLz5zW/GhRdeiIsuughTU1N3X0EzWAfAlgv2APnuuhsLGyMNwAgA0n0HcPPlm/GA4Y2lAZQPhki6ndAINYPJMRZvfE2O2dkeHnphEhrgVp+3Ks96dDuY+bvb8cM/eRjWfPXGMC/gb2Tn1fvBAFi2FNf85kY88KN3Ir1jTwVkdJWf9bB+IuN8OHMY0jv3Ipnt1w1OT8yAZeZE2QJqf9LrhYa56c9MV0JGGjMuZoyyayD3pQLZbgfl/gkv+pqBXC8SHAMiYmLywWBkqCrDxtHpPNCZJFWaJlaD542ydDyWPP5ch42DtlfLsDxapjeeHhDWYB3aBk7fNDbOYkaeZRUIsPYwC4YRw5MPBiOmR+uzdtq7snkKivQZNSCmIFnSJ/arq4BVx0Pd3rLwYNdadEUDOfxObG4QjpvBapoi6fddBmps2G7TIU2BwQAJxrBJC0T27t2La665pvx+3XXX4dvf/jbWrl2Lo48+Gi9/+cvxlre8BcceeyyOOeYYvO51r8OmTZvw1Kc+9S7XlXQ6SMad7DkfALNFSPVWh0220WW+wrerC/J9KW0OMh1z4GRZTJP7u5XRos1Jm0iQ99Lht60OMZ0n8rhN39xb0upQ1UF/YppW5cyDi3KbZ7vVvGohrfSdj/nZ5lkZ079JngEtHoF7hDn60Y9+hE2bNuGBD3wgnvOc5+CGG24AAFx55ZXo9/tBtJ/jjjsORx99dBnt52tf+xpOPPHEYNPrGWecgd27d+P73/9+Y52TIgIFf9psDM7OAXP9cDVc3VmUDWDjfa6PB7z/+qoMYASM7L69N22Gz3M84Lf34KG/e4cLBmor1paXjaQsw48vOh6rv32rr6MJG3YMeLpd5N0OTnnSd7D3Qaur/GyEqRugutBlGfLpHk78y+9hxxNmKj3U+DTDWIMjWPm9Lk7+p2tw9R8eEa6UK/vFblYG0IiVuvGczbju+UcHeuf9vh/22nMrBDBctxr7f2bjCCQxCGC2Qpkwvt7pAN0OhhvXln1aul9pMADtI2bmkgT50un6+TweAOKxtz4xNnB6KnR1NKOeXVY99znuq6leFX6dGRXTl1lLZta4z6bkxHO+p0ye3M8HFuY9DQFFmoagU6MUkp5Jtwt0O6M+9fYdsZseM4y6wDDVA5ZMh+PhLaR4vytFGdnalaNxsXTMVls9xTU704hfw41rMTjy8LorLY9ZeZmAUTEm2WGr8IMLjyzniAZlsLOOSkYpK9z1Ch2zdWvww7euq8/NBQqSvvWtb+GRj3wkHvnIRwIALrjgAjzykY8sPRde/epX42UvexnOO+88PPrRj8bevXvxuc99DkuWLLkv1Y4SJUqUKPMo8w6OTjrpJFx66aX43Oc+h0suuQTXXXcdfuEXfgF79uzB9u3bMTU1hTVr1gR5ONrP9u3b3WhAdq9JxkUEqp3w7rmOiAHj+uiz8cKXLQqWGWNmDPJ3dWniiFz9wegFjHdR4vzB3osMy76/Dcl+OojQDDmum41PWWFP9h/ETc9Zj1X/cXPdmOOyrD0MUszomu3jO//rRGz44vbxrJG2hV3UBkNc+r3HYMMnpqs0yuYZwGJDmpkjAMuftAOHPXb7yIgu6iwPyizqyg3QspFPbl/XXNDFg994VehqxYwQsyzGYJlOhc4HHrwOp7zn30cAywvKwJ8VlBYy2HgYnvmpK5BP96q2MkjmcbKX1TUcAoMBstUrcMLf/wT5quUhOAMq8GR9qmDRgNf0FFZ+YM8IVHCdXrAHA6HsCtfpIF+zEo/8x+vrAInr42AZ0mdJJ8Vg01rM/S1CcMNzm+c7g09ygZs9Zh32vhvV/GDgw8EkWC+KfIduB9veuQQ/+O2ZsM9s/HRuGgilvUqDjYdh019tRbZqWZWOx9PGj8sVAPXjV6b4ySsRzht75pV5Mne7rAiqkGWYnVmOztrZMn9OryRJkHTS4DBYpEkVfCJNkcwNgNunw9/UtF73QpFTTz016AN7XXrppQBG/yVvetObsH37dhw8eBCXX345HvKQh9y3SkeJEiVKlHmVeXer4wP0Hv7wh+Okk07Cli1b8NGPfhRLly6d7+pKec1rXoMLLrig/L579+4SILF/PYezdV3lFDTxarDHKGVZ5ULHbjFsRCv7w+/2WUGEshS6R8Nze1LXJ8vD7ljq9kR9kByYDdus4gEE2ZPT3Xp7XS+ux/KpuxWt1D/01bdWfazuS2zwWt0MoIp0a188V7R9GBqvpG85bg3z4KG/ewduTo4YsYLsFsmb8XlPD4Ovwkhf+uPbccULfx7dwZ2+KxmHa+dyCdh27tiLd7zr17Dp4E8qPdklUMGsA8KSuT7+/tuPwgn7bgnZNgWF7F7H/VX0+Y79K7GsHxr5gQubjpX0OYYZPnX9w7AZ+xG45pkOOsdsrKmNea+DPbPTOHww5xvhrIO1k8YVaYrebftx/Xdm8FBsDftOP3N5rFuWYskHD8Ox1+0L+1xZMIzASGL9YOXkObq37MJPfuchmN59W5jX9GR9vO95jmN/Z2dYP0Zsj7m92e+dvlsbl/5gGx5yYcUeuhHs+Pwiakc+GCC5czeO+8Pd4WJSloe/ZVGiRIkSJcoCkntkzxHLmjVr8JCHPATXXHMNnvSkJ2Fubg47d+4M2COO9jMzM4N///d/D8qw6ECTIgJNT0833nfP7mBWRYyChA1mz11GDShlaYC6kaaixpvugbFy1ThjgGPp2ahSo1SDCnD9Wi+7Z6kQq1K77oEpNrK5LtNJ9VHAx33gASqvn0p3u9DtMOg3LsN0YNbG9O4PQpaF61R9GJjwePUH6G67sz5/GDRrNDgGDXmOZLaPTZ/6Sd0A537j/tTxSRIk+w/ihNfdXIFLdSXT8WbgRa5py37TAesK3LU86qdk/0Fsftls3XjWRQDWy/aUFdd619+Cw8+Tec/CYEr7qigjvXM3HvquveF4Khi3svR8peL9sP9343j3sSJfov1j3/sDTF99czMoMmmqg89ZImkCRoD8rplO3F8NknRSePuJagy7BWNYhAEZokSJEiXKoSHz7lansnfvXlx77bXYuHEjHvWoR6HX6wXRfq6++mrccMMNZbSfk08+Gd/97ndxyy23lGkuu+wyrFq1CieccMJdV4BDebv3HdDg3WPQoiv25OYSCBtWnN7EMbgCg89jkqw+D0ixkd0EWNT4Y0ZMgY+ed8Pggg2qJuaNjUJ2GVJ3Pesjc9dRN0BuC7srqduUgQrTne+p6L4WBgHMJhkw81yklKFjYGRt4TbqHGCXMCtH9/NYv7ArIQu7brLBq+1UXU1KMDkMjW09p0jTc3vV5YzrUnBcuPkFc9xzpePr3P82BrogwGUxwGxKk2XhXivuT33+irmQ87PD+mr5Jk2bQlkHZeqa3NF0Ucfe+YXwd86LUFeLRpfnpZsdXy8/Z7n7vd6mvAJGSdqcLkqUKFGiRLmfy7wzR6985Stx9tlnY8uWLbj55pvxhje8AZ1OB8961rOwevVqvOAFL8AFF1yAtWvXYtWqVXjZy16Gk08+GY95zGMAAKeffjpOOOEEnHvuuXjb296G7du347WvfS3OP//8sczQWMnyKroSqhXVmqjrivd5XB7vnsdMMWPEjIeuWJM7U3AdCI1QdafTqGKqIzMxTTp4+Q2UeUxMU+Qyy6PAg78DYaAEdtHyWCNlV7yVd2JeXJDEutZWv6mPLY0CQQZLVo+CQWsLg4ThsAJAxogwk2ZlWpuVncrzKtqalefNTwY2GkmPgbU396zcpv5gfbROBq8mCrgZeDaBe352tC1aproIMshnVlDbwIBYy3QYscTysm5UXhktz+Y7t1UXT/S3RoOsKMND4Mf77QoOZrV0ZVvqv39lOG5zlSs+BwDJFgBS+pvQQ1/tmrneJWlkjaJEiRIlyoKWeQdHW7duxbOe9SzcfvvtWLduHR73uMfh61//OtatWwcAeMc73oE0TXHOOedgdnYWZ5xxBv78z/+8zN/pdPCZz3wGL3nJS3DyySdj+fLleN7znoc3velNP71SaYNrCUlgdLAbHRvYdD3P8/CgSA8keXsXzHBWhogBhDI5nvGqLkjjVrHZqDMDlMGIZxSqGxm3iQ19y+8ZrdyXzr6PRuCmZbNblfaVVyf3B4MYYwoMnGg/cv1siCuY0+/qLqW6sHS7oUuk1cO6NpVd5EssgIICCM/tkRkb1kf7z5t72g6N9KduiqyHfdYybP41ueV5fWj3eH+WgqgmgMt1W7uZeeS6lfUx8KTgy+ploJQkIzDCeVia3BatbAsSwr9DNL4Wxlvd5Kwc/k1TAKVuduW9DunUIWBUgKnc+mkwALrdsu4SVI0JAbvQQ3pHiRIlSpRDV5J8kf6L7d69G6tXr8Zph/8GuukU0OmgtiGZAZAKXc/7fSRTU/XVX8A1cNwVYE1vn4F60AYt12M4PBDi7D8IpAmQmCjrwzpqu6w8Bo/jAKKlYRaDx8AYFQOPnM5jLpr2cVg5avyzIdvkWqaMV9N97istd5x+40BU0xh73z22qwlUNPWlCTOIJk1slKax/E2sp9U/Tpg1U7DileEBLwU+rD/fs3HlM468PuZyrH4th9MraBrHEOXhAaw612q/T2Ou11zonPQKlBoDNNB9V+b6I4DEe4+UecqGQNoB8gz9g3vxxT0fxK5du7Bq1Sq/zENU7L/p8b1noJs0RG0E2jFwk85LaePeOF9MX5szgSb9RwHzc+7KfJ33M19tmjBO97tzjiaUMx9tblvO/UkW3jlH8/AstZR2Z19Nbvc9fb7bIO/jS/2PTfxvuscDMtwvRIER4Bv0CpiSZLRi6wEjBjbs/qTAyDPwuCxdBbfvTVHugDqbpMaZZ2yOM1ItHZfnBUdgFzFeaW9yr2LXMtObgZGp3O+P2BArk12z2DBVw95EDVkFcCZNblrKDHrMm46lui42ASPtK20Hs3+mE/eZlucBnHEgysasiWlj1zoFFjp3ud8mgR4GTcxaKojX50LBh46/13c6DxkYMcgyHfjQYANCnrugt2jhsUieLvq7QtdKIOMsqpQtl2evdJcrGCS9zqDLrud5Dsz1kU/1qu9Ayf7kwTRo/mNLkgR5EXq9tveI/xDTTuFel05eqIkyURI9O8qRIMy6J22MoxZDNV+Hfs6HwXyvHlrZpnPa1HVvtWmenrtWBwPPRz29FnO8xSG7reqa0Met5kMLw70VAGgh8wGG2wC1eTu8uY3cSwdbj3sO8rzdM3JogCPUXU2Ki9VnNn7JeC9PpFc3pnHS5EJjn8exHvZdXe48Fzkuo6lujxVh8OO5MjWxEFqmibIsamyzmLFOdSd8MKmm1ahuasTxD5Hep3ZYVK2EQQizH0DpPuQCCXUh5HK8OtUFTd3BLK3nytUEALx5Mw4MNs0hj8GyMeE6eC5xfzFbKO0o993wdWWctB0eyFaXQV6M8IRBqH72ABC3i+tlnVgHA3Wm+6TfgiYQpQBO9tK5v1MCrjiN7jWqiirSFAfM1vYYEePDIClIQ2WV13mfkScWlKFpISNKlChRokS5n8u9CBnvIyn+2N3zOzSdGmdNq6l83dkwH+RnY8ju2x4Tk0nMghlqbHSykcjX1eBVFsYDMnaP62Ymhg1NTce6e4a+6uABPRYzYgcURtuEI+WxwWht4ghvIomBMO07BplNQMfTl+tn8GZiq77KhFl/eO5YnisgizJr6tKnoMATXRCw9BohTueS5bM6eB4QcEz4ujdHPLDH7/zcmA72nRlRA2MWNID7SgG5utjxeUycnoGP6mAMowlHFTTJMuSDYTinuP+83xf7XbDFGHkeNYIc7xny3OWSJHF/7wzc1A7EVpCTJvW8ct8NysDR6qJEiRIlSpQFLIsfHAGoRWGylVCRnAzfvGFlODfDUF+jgqt373pRdnlNjS52RVID2srzwIiulut9Mx7VFdDADtdh19hQVEMZ8FmBNB31j7daPi6Aghm+vIqve1kY4HGbPMObXcnsPhusbNQyoGmiYrn9XIfHwFh9XphobTPnY4NdXdIYfNk1jjTo7RHSeWR6cv/pXiMB/bkdfsvleaLsXROwYhBW1MFl5/v2hc+NNy9lTifdbh3sWnpro4IV7xkp9M37fZ9JMj2sDdbnBmIKkJZ0O2EfM3jX3yBOQ/rneV4xncWChrnTsRsVAyJzm8vzIjIdfS8Pci3y5MPQNa8ENlau56rFe4u86/Z+b7poRIkSJUqUKPeALH63urRTcxVJkgTo0oo0MDJsCBAExgMxLokaiB4QanKLsft2TTe1A3W2wvJ4LmplG8Vw1+v6WY1FBUvjgIzXPtI5iKRmIkZw8Flc7AKDXRkFdf3y9ON9M3o+DwMOdnPj1XqPrWlyX/Paaf1jzAKzGgpO2ZDnupgJY9aD+0lBEbu8sUuXx36xsMuZ3Eu0P5qYEAUQOobKvDHApHKSpUvr6Tygz8+bV79dU7c/HQt9xi1EujLGqr+66OV5/XcBofub3KhfsvEs9keqlNd0oWeY1X7bco/1JuYoT4U5t+tWlrrPNbjjtdrPEiVKlChRoiwwWfzLfHllPNRc6brd0YsYi3wwrAMdBjQqTQdU6moxG71cjtXNRmyTq5mVy0aj7sHQPQ0mXrnsMmQyDhhZOeO+8/Um95wmo10N8XFleyyA6c9t8pglIASbZvCOA13MQjEwUjbPxtJz8bOx5rQcypvzcVksDDo0FDuzfuLuBcBncEwfb6w9xlDrUXc73Zdj81bLYQaW9Wdg5C0G6ELDJLZPx7xJvEAQVofWpf3pucvBWUihPAqAkiRBUoTLrpLWGeeaW10authNCj7q3WfgNWpfAzCie+W5SVkIskY3Uw//RYkSJUqUKAtCDgFw5LvQmVz9vzfjv//30eUekaQjIMbcUpQlsM+9Lgab1o7yMwPhsAo1w6R0IUuBruwhUqOTddIVfL7OrEOD61DwWe+pUckGNDMbvC+FV+iV5eHrHIlPV/VZryZ3NX7X+8omsIHO3xmQmGHu6eoxTSzcz5zP6rD2cn84bojGYOX9fp3tYIaCx0ABH5dr7zwfTbQ8Ze6sPR5bxO3hemxxgPvI9GMAyWV5YEzHTgGrjo/lUVDLems/sYudx+YW7ck9MKfzy9rulaELJE35AQTuu0nICuk5aqWLHEJwZSG+E3mN+qECOrX9RqSDMkk1pojvZZQ+COVdXJvkUholSpQoUaLcj2XxgyOTzDnkNc9x5JeHOOqLg9p+AHZNSdK02o/E0ulgePhKHHjzXuRLpixzaICxEeO5YnU7uPriw3HbLx41+q5gocyc+MZpUcZw41pgqhcyAbzCz+U47UCvO8rPYIeFmQqun/s0TQvDqsHwZdDEhjQb2vzOBi4byWwgM/tlQMWAjxnYLJzOc9tSoMcueAoom1whrX7PbdIDfkmCZHo6bJuxMJaf3eaUZWTGyV7KdCmIMkDEgMxjBXmcDBQreGJ3QStbpQkAMzPTxErqPFZgqOyUN8d0j5k+EwQSE2atPPClejDAGcdOOWApSUbHBdjvTcAAFekZECU6bwQ81hZgiFlScGXljTscO/jdnOsHTFKQP6VXJ62XEyVKlChRoiwQWfx7jgCwW10QmhvAiv+8CcXN0XsyOmvEVnTzLEOCyrhIijQAgOEQnTv2YvmrlyE5uCes09vTwJ/p/vBAF3OrCgPNom+NM1jZCMwy5EuW4cS//B6++4IT0LnlzjDqmrei7TAN2apl2Pf2Waz43z0k+w+GxiGfC+MBLatjqod9x6/D8u/vGM8ScLuUKUqSEVDj1Xczbm0/E7eFywqixVEfeGyUMkOsq323+prOUOJ+Vrcsj33gsr0gClaXsigGjBnQKKumLI22i4M5WF2eGFDwxs3KYUaGXec4SIHpwuc2aVAN+8wAjvvaxPIy26djweWwntYXpr/ONXWt5P7R+cVulMqsap9zfmaGsiIYAi1CJBoJT4ekAG4KoII2KPtTdguBInWRS5LRgshgCAwGVX7ZY1TuRaJzd5JibLMjViPduRfJ7FyVPwZlaCd5BsBZCLPb83FkTZtzb1qMV5szjObrYNCJ9czT+UT37nlJd7+M+dK3zdlCE8tIJuvb6syl+ToOrUWUzDwbP8/vtQNKgXa/kfNQ13yduTRf0mpOTOibNmdwjXtWkjwZ97NbyiH3LxZEiTKjm9mEwgAyEFWeSg8En0sj7cBBpLftGgEINeyaDB5jIgBgMMQJF23Hpn+8oXJH8QxXXlmX9+TgLP7r/Iejs3NvZZTp/gh1n+J7AJJBhn1zvdr1QFfdM8P1pCmyFUtwzOt+iGzFstBI5TwmzP7QteyI1Tju72/EwYdsCHXRQ1eVAWLXuF4Xyz+wD/0HrK/3gdbPrAOvwk/1cP2vH4185bLwOs8BMc7zubnQyE8SZIetQnbYqvreMu0LKqf2vVswex6jyFKyd3VXtHzJ1Kgc7XcPxJnxb+NmAGB6qmIXvXqYgWGQZfmzbKRDR/JzOq+f2B0zTUc6FIeS1p4xb94r29XpIF867TMcBsgZCDELZQxqdwQMgnlZ1BGwzAyShFHed+Kmqgz+XUEFajhf4BbX6aB/9Dr88OL1ZV9o1LpKhaLMTloxQcV4/ugP1iI7fFXIGqWj56sW0c7umXQ7uPq3l6J/1OH1dPNgMEaJEiVKlCj3hRwa4CgLDYVaGF0xQmoudGyAcXo2xGjVPgj3reWr0ZVlI1DUxLCYqHsPr7YPhuhtvR3o05kvug/E8tT6pgBYe/Zj5qUHkOw7ENap4MSMaQVwWYb0jj3Yce46pLv2VvpxHq7T+ocN+ixDumsfvvHWR2PJdbeX/VsGyeAygdB45/EB8N1tm9C9c391nQ1w7os0DVbE2UB/8q9+HXsfcljAFAZlsfsegGRqqkrXGYGAY957PZZfclugW9mf7PqoLBeB0rm/yTD9vv2TXfuYueB2pynWvG8n9v31yKiHGu/q8mZtkPN/rvujVTj8Q3fWQY8xRFq/ltvpYM9fdXHdH68OdWxy09P7Bbja8tEduPFPltbnjwoDdG5br4sHfnAr9j1spg70FPwqO1WwNAeOXY/l/+fWEWjlZ0N1V4BD9dx+3j7c+ujVtXTjDnYt37MMnQN95HdMA8OKvfLYI2PMOaT3aGEjw6b/O4V0175633U6o/DkQOgyx6Bnro/jf+8W9K6/Jaw3nnUUJUqUKFEWsCT5pPBGC1R2796N1atX47TDnodub9nookR2usvSxBiYq4y6NrERry42TelM1C1PrzlGNAB/H0RT3iYXOXZPYuO9qR1cltY5Try0ykYouPNYDm4TUAITDLPwPCATbhv3F4e0TpJRGQbMvH1KTeWamB4AMDtXnx8MRDw3sKLefMWyEYt5cK7uJuONM+/ZKgz/bPUKJLNzI5dJD/xreGrWw7r6sFXIe52R62aTW6TH0pEu/aPXobNvFukde8ZHmmsaryRB/+gj0L1zP5LdZNR7ujdd63aRrV2JdOfe0T4a1reJndPnrddFPkUuqPp8FBKE89bnp2SPB34ep7xAyGXRY4qsLE+88mtpzb1OI9INh5Xrg7ovZDmQDTG36058qf8x7Nq1C6tWrWpuwyEo9t/0+O456Ca95oTz4Z7YBqjOkxvkfLnVtXK9mQe5P7nVtZE2+rZyz5sHt7o2zPC9NY6jyu7+PF+QbnWTyrmfLVTNj1vd3XtuB3kfXxr8w8T/psW/54gmB7NGagi0AkxqPKjrXbHqm5TJx5xzoiBpEpBg4wwI2So1JPV8HFvhZxcgzxhUNyfdl8HgwVvdV2DD/aTn8KgODMKaAJGXntOxqNHLn4XxKXU0/QysWBkeK+IBAf2e5yNwxeWbMKi0/lF3ssIQT/YfrM8RG2cFNVYPsy1ZhvTO3XVXM3LRqvURM2PG6t2+czw4NJ0ZDMiPYe/G20Lgy3uSLA/PbYf57F23o7nPWXfvnCsAGAxGrrBcTwEweH9PEPxA9ZudQ9IfVGWKWxy7wvE1Zq2Tht+i8hozPrDiq+8JgyI+x4ivmcj5RMFZSGPS1cQDRqUr3RBICxfB+9mfcpQoUaJEidJWDg23OpEmYNS0yhqcNB/eCD7n/X6wSlzbOO0xMJUSVVpPzMVMjU81/g0ImSubB1osDUuTscnn1ujZOerSpWksneli/aCGLKfTPtEAAGyMDwZh3fZZXdSA+llU3G4+q8rOvWK3RXEvc/uCy1NdeQwMoCq7oyDBPtt+GQNTXAe7GloZPOYKKhUcegCZz1xiHbleduHTshmccb+Z/saS8Bz05iPvc+Ow8ePc51hXBr/jWCV6FhOaowaSArBuCyCWlwF/k1sd38fot8YLqe1FjPOuqcudluWG5GaQIyG9gzOO5PDXMh2X4TFGZfCGMdEKo0SJEiVKlAUiix8c0Z99LYytGBZNRoZr0HgGi+050XRNrlDKIJkBqQwBpUuaDERjPLheLUvDXY/bewLU3diUufGMa95cbnn0O9fpGb3aJ2qMey58qgfr6TFuZvzb+Kgbn4IiNeDHna+jdbJuvAeGy1YGgvuH9481MVgMRhhIKXvCoEfL0HYo+PX60e43iUao47DkJp4xzXOviSH0QCiPI/dDUz1WvtWhzxC/7DLrxYsmwiCr7uM8mC2anLHNvGATAKKCzawx4Gn4mzaOCc+HWVAfAJTnFBEbVKYzSRsYIfuNzbPIGEWJEiVKlAUvix4ctWGDmk6iz4fyR18YP4FLSpFWD4QsgzIIu1SWo8CIr7OoUc5Gu913DLGyXAY9HjvFrFIT8OJ0DIjUoDb9+Ywdbp+lMcPX8z9tYtSsbmYbmnRVdoOvc5kGFj12ymMzFGh6Ll12r+j7clO7gjzWSUGG554H1INsqIubNzf0vCP9bNLE7Fk63ldjwmNhaRjs8lzgtnMdnrslt7mJ/WHh+hiMcaAElqZ5x/m955bbTM+cnjUEILzmMEC1uQUg6VRnDnkR5/I8r6L0YQRyyiMGkjBK3cStpBKuu/GegSZ7sT84H/w6anSlW4xWFyVKlChRFqgsenBUGVfVnzWvztZWWNkg6aShkVEYUO6qrJxVEpynNM7I9oCNl8fSeufjWB42mq1uBjxm/HkubCpNzIeVb+/qkuWVY+1R5kHd6ywtt9FW/xloKaBpciOzz2zweuwXj53XTgUTbESrGMBQg9jaz+1WhpDvKfj0GDcFUQz+FLBp+SZNrI2KtakJcFoaoAJEHJGP9VC3NmYb+Xng/h7HTvHc0T7kZ0kXH9h1TuvUtpswUOXvTem5bhYBTd7eono78/A99fdQunuO7LuE5G50q/PATVPUOmaL4hlHUaJEiRJlgcshEJAhH/15dzq1VVYTN2TucIik2w03aKvBwsaWGl78XUGSfdfVcstnaZzrgR5aLhuvyrCYOxO7W3ksAhvRvOrPwpvd9R67jRmTwO5NakzbPdPPy6P1sGuWAhhP7BBbBTSqi5aroMvysBGuLoVmyHPb2CVN9xYxYFWduE6eKx4IVGCk49kEbtW9ksXyekCA+53boIyp3ud2eP2tQIQBFz8zHvvIc57LpIWCfK6PxA4I5j4zkES616JQclpnIcCCsXjR5rzfj3wwHJ09VKRr2oekrnO5N829AAoaMKGsOAPQqcrWM4y4HCt3OAT4EMU8q4BQBEQ/nSTp+L67tyLNzVM9raJItahrXg6K7c9NTtSZmlxOm+habdrUHROVsG09rcagxVjOQ6S5+TpcdP4OKb13oiDO20HH8/TMzcc4zVdUwfmK/nh/kUPjX62YZLljqDRtdk564SGTbtAGKq/xbCQytFwXH5M0rcpQkEVGYaIAoMn9h7+byxPVVVthV2OXjWLLY/ebooCxbrraz+5W7AbFLEcTy+CxKcz6KJjTV1MwBt03xMEnFPxovSxWD7NcPP4a6czq9vZn6TuDW62T95BZXay7fvb05nxeGmAELu0sLmsb97vnrsnlGRtofaAudaaL92zYHNG9SybedS2fQFPSdf4sijrYXTbPcyTdbp35YZAk1wwQ8eKFx+iU7m9pmC5w85XfG89NLkmIwWkCQnaPX50OysNg+T6Xo2XdlT/86FIXJUqUKFEWsBwa4Ahw/7DHhfaGGjLwV3+5rIYblcHEBg8bTYNheCK954LT6SDv9+tl66o+gzAtR4EHf2bjfxzD4hmwzE4oQ+UxFwzWNIgAgxEFnAYolO2wtnjuTwwwFCRyJDhluxQYqdudshaal3VWw133ZPG7slHqMsfSNF+aXN/40GJmTQywMBuozArPMwYG3ngxYGIw6Lk+NrF9ytR4QI7nHINR1tuueQsTUkcQnEXdKPV5GrfQgXChxRY1NMJcbcElq/LkWRU0odQpCYPKAKi7uHngpgGslHsqNZ3uJeKyvah1fC3P6gxWlChRokSJsoBk8bvVZRnMrc6Tpmh1Xho2ZmqGVCGlK055wQFlZnza964Yd6PKqu/FynvS7YbXyvZJHnXxM/GM8EnuappfjV4WaReAKty26uCBOi2LrzOAUfaH8yjY0XZpWruvTJeCO/vMLEi3W7EoDNrUrU7bxEyLnCVUcz1rYiRVH9VdmUB2TzPRerkOZnjUdbCpjxRAcD5vr5zOMetDBl8q9gxmWfXc8RyZ4JZae1bG1BGUqQsa8hsQnF+UJOEz3gCiakcK6B5HwAcaWR641pX5NJCCAict1wNBnC+z88CUrS5c6rT8jMY4Rq2LEiVKlCgLVA4N5kh8NxM1rov9SG5W53qwZ0lWp81gy9VQtDS6f6EqNPzsuct5oEdX8r3yVJRVYWZBV+a9/T9Ne1T4nrIXXJ7uT/HKUFc9jSjXxG55zJcCCs9dkFkV7Qeujw/ENTBkbWA3vUnsVhO7o8BkDDtR6qosl46rMkOsq6VvAsPKbjXpYWXad2ZrGCyaqOtoE5D03vPqsNYAtHjsFrulNj2T7Fan97S8UuU6MCpBUVCEU6fk0WtuwBgOuy2Ayb3ObnLjAi00udSlCUYHuqb19PauZTUxmVGiRIkSJcoCkkMDHNEqZuC6liTob1mHuWPWj1gAzpL7B7/Wwn53u6PwusKEBNHqOL0nbDhPYJ1EmfGGCBvYagDr3hgtj41sNuh5RZz11n1D44xpNmYNZDSdvaPslt2zENlJ4run2T1ui302Q5z1tHLMkJf5UDPcmYFR4Mbt1P7QYBa670nZHAkRHwRvMNH9ZB64szYwYFBmR0GG1alleCyfjrnVwQfqNgFhDbZgbJyJBqzgtPw8e+dVNbm/8YKDMcMeiOM6+PloAEvmDmfv5iI3yl79pjSeRZTVw3Ibm1PbJ+mxQpm4/mp0uk5aXfdCeJsMBj5oymwOSn4O0DDpdytKlChRokS5H8uhAY5I2P0FnQ5+fM5SXPP8bt3YadoLwffTFPmq5bj27WuAXmFMOwxQzkafskadDvLlS4HpqbqRPAlYMWhhI5td1dig9lzauIxuNwRRCp7smjIvTeHFm1gUE+sPdmtjZonBlzJSGpKc3eLUjUzBTBsWhJkkb68Wv3uR87x+N1FdLL1XjwIOa5+l8Vzg1KBnnUy4Pm/vFDM+2mYGL/bZc1u0ej2wzGPaxKR6Ln/aF/rZvk+6JoyvMlDlOWWsH38mxol/Kzw33abomDW3uiSpwItVN6zv4Sn3ClE47jI4Q1qcz8YucwaYhH1yAVoJiOgZ17FVl700QbnfyO5HiRIlSpQoC1QWPTjKc4z+uGmzcynDIR76ZzfjhN+/NTCOLGACb6I2qR34OBhidu90cTNki8roc9mYaHZJgh1/3MHWpx31UzYOwFQPN/7aFqDb8VfoNaKZululKdDtIF8yFRrAZuCbjHPd4mAEXL9+94xdz72O97GMC9fsXVcj2K6Zfp7rHV/zzuexNnpuZgpMtFwqJwiqYSDP+sjrVw+kcx4DlgzQFGR7n9l9UN2hLIiE6cNA0e6rDgyytX+8iHqc1gMyCqjs2WRXzyZWaJJonyhba8FR8uq5rT2/llxApwZiCKsNwQgfLaAAqizD2XNkh8XWgjrU3OIKsGWASd3rbBwZ5AioKoGPRLxLkgTJVA/J9FSlZ0KMbpQoUaJEibJAZdGDIwDliqYbnW52DpjrV2fhgACUutUpEwQg2bsfJ7xhO9AfBKvKQbjwbqdy2eGyCln3xikc+U87Qp3ZfU1ZJzOICyMyXzqNTb/0E+TTUzWDMqd0YZ+E7br57M1Y9b5dyKd7lZFvLm/KagCh8V4Ai4MP2YAf/8lhI5DmuX9xm/R6ATzy5UvR33xEBfQ8loq/676dNB25Ofa6YZ9pvV5sfw5skCRVOyy/Gu3KjrB+Zhx3O1VfAqMQ8VwGg1Vtj7oqMnAycMNMkQPcSjDR7ZY6lAa9x0RJ/gDwGbNodXMe7cMmgKZg22OzmpgmoAqv7bj+1fb3NAGnjoyrMlcN7I9XRhCMhYFRUXbt98Peu11gybS7R8ljmRhIWf3DjUcAS6ZH7FWwIJEE5QXXDNhMT2HHk7dg7sEb6uHNJ4T1NuB39QVHY+s5W8I+V3fUKFGiRIkSZYHJoQGOACDPKmBUrN6Xq8HkIlQ7i8Q+D7MQ9NhqfZaNgJWcqRJstOYN6uVFY54G6Gy7A8m+A7XV9lwNezWCC8M62b0PnRd0R2UIsxXoamVY24id2fi5bbjj1Ucjme2Hxi2DJKAZJOU5OgeH6Pc7obGtwEFZGW5zt4vrnrUBJ/yf7yPvdUOjS9MysySG+MEHrcemD982AkhmrHlGubJN1HfDjWtx+Id3jcCN3mfdNTw2tT1fvhQ//P0jkC+dDkGQlsH9ocxWmuK///eWURmal4XnFrU16fWAqR62/dLmUX+k6cgg58h/nQYwyzLVw4HjZ0L3UWUSVfhangNTPew+afPIhdTRtSyL57eMb75sCfY9fFMFXImhcYM0MLtW1DfcuBa3PvHokPGy54T70spW0NTr4aq3bMRw0+GB6swA6e9HUC6AW550NK77o1V+FM3M/w0KypqewtbXAXNHra2uN0WfEzEQuftBAIYOgNSQ3hx5jlzzjv2/u3HUp2+u1zNPhwouesmzsa88yye/hsOxr/Kg2XGv+ZIWdc1Lmyb0W9tIiZPqyYdDJJ3OvLxa6TxpPgz6E1/tGj65riRNxr5aldGiX1q1aZ7Ge17mQ7c38VX+n457zZNMGqd5m+MT6ml7AOx8PEtt2jQfcuiAI/4T6HaD1V2TcgM1AYvy5YXZBQEf/j7KXL57LjNUaWhYk2HnueYEoMXuDYcj9ktd1jzDrrxFxm2SIDk4h971t4SHfeomeKtLjHdL1/vJrXjohbcBg2HVLmY7FKA4YOeB79uK//6fm5EcnAsNfmZPGEioS1eSYMl1t+Ha3zsOGDrghcfHczcs7qf7ZvGVHz04NM45f5MLHrEa+ZIeHn3MT0LAqsyL9SkL7eHJl07jzNO+NQIUPAZN84nnUVFv3uviYc/9/shtUsEy5zMdWQrXyuywlZh5w7XobzwsBD28/8va77kedjrIVi/HL77+qyOgZ/2XZWNdTsvyivbc+ej1mPm9a0fg2WMmeb5zf1m7kwQ3PnElbn1cC0NCgRYB6s5UhmRu4I6DnmdknxnsrPvKDhx9cVV28Psw7o/GwMnsHLZcsAdT126v+s/L13Q4bL+PY9/9kzB/rf02punoM5WRD4ZItt2GfN/+0TltpaHyU7g5LiC56KKLwv+FJMFxxx13X6sVJUqUKFHmUQ4dHwgn/G2SkC++XR9mNSA0NroU3QdClxp+L4GOuso1gLSgLE6fCYPVYAAGwnVwHvvuRTtjpkQNZzXsOTiCup557mNWD+exsvsDJH3Zt8AMVNM76zqXYekPt9fzsj7qHieucsmuvTj+d/dVOhQgoSzDc/9i4JOmSO/Ygz3PXIYk2z+6z+DQY8UsP7t17T+Ia5+2AQn2hWG7tW7udwaEeY5k/0Hc/uzDkPT3hwwiA1cFPKzLYID0tl3Yde5q9OZuq/pDWUUW51p6517859MeGOqBwlXOQBYHetBnI8uw9t+2Ys9XVyDpz9YNcQZonN/Y0n4fSZLgAR+4oQKINP9q+4UIuATXBgM89NU7RsAu9w+G9vYTBfuN9u5HZ8++snzOE5TBwRc4Qpy5oWZZeH0CsLI0edGO2r2gEWn4ORuiFqiBAzEU5TQuBC0S+Zmf+Rlcfvnl5fdudCWMEiVKlEUlh86vuhe6FqhfSytDpjRoshzo1PMGTBMZWE0gKgACjquN3QuCPhhYMeNNgZrW2VQ36wDUAQ0ZoAEQU90ZPJl4xjXn4foUpBTGdw2MeW5n4rZWA2BN+4FULxMvIIDVp9fU7cwDRaq3V18TsGGmTfNrek2r42Hl0dzB3ASmpAncAhVoma3P1cDdkvVgIMnvc1mYjucZzz0F8NwP9hqzwBD0lanc640+FKBAD2x2D2+2Z82eWUsjY6usM7I8iDwX3BMAZOlzVODFygyCJFB0uqAc3RvUsFfIDd2t5xaNPTiW9/8lQJYCs7MjV8uEy5kfN5f7q3S7XczMzNzXakSJEiVKlHtIDh23OnELaYoOVUZ/GgwqNoiYpKbzjyDXvM98/gmXFZQxzALDLFhhF/aqXHGWfUauwagr6RqpzMT2bXjskxmyfG/MHqQA8Fha26el+bxyPPcsc7PyymgCaSYGGNjI5uucjxkM1VHd+jQ0d5PPqwIqLUf1sntNzJd9V4OdgS5QZwZtD44CLtaB69BodQxSmU1UgOuNB+urwJzLM1FgZC6Hk/J4iwQShME914jrLNLmWVYxOAaSaIFDmWMvypwyQrUIdWk9TxNIyYeZ/xtk5XiSCkOsh8I2HRLrCe9tmuqhPCw2aejPRSY/+tGPsGnTJjzwgQ/Ec57zHNxwww1j08/OzmL37t3BK0qUKFGi3H/l0AFHFo62EA8YscGRdLu1NF4UKe/zWPYIKI2ypnNGcjK+ahuxq4rqoIg/N11jA1bZhi5ttvcMHDZUPfFWjNWwV0PejHU2vL39RZy+yaWtCRixi5gHLjyWB6izGmaU87XBwN93pPpwmaqjskSeeADRa7fdVxc+biezLsyINLFVPGfILS/XecX3GaB5AFMZU/1sIJ3BV0OenNtQXQwXGbSMJAn3C9qiiDx3o1tJ9VxqWrsv+ngucrXQ2ya8aKOHtDYx3l7wBb2n9xMp26m/FK1z3Kbned4YfX+Wk046CZdeeik+97nP4ZJLLsF1112HX/iFX8CePXsa81x88cVYvXp1+dq8efO9qHGUKFGiRLmrMu/g6OKLL8ajH/1orFy5EuvXr8dTn/pUXH311UGaU089NTAWkiTBi1/84iDNDTfcgLPOOgvLli3D+vXr8apXvQqDn+YMjSz3DX271yC1PQJJuLla03oGEeetfW7QSQ2oxlDCVkbTKrlXRxP7Y8Ln+Gh+NVRNzMBU1kLd0iydGsfKEOV5pcc40KDl2TVLy6xMk6udGeCap/iet5lv7D6mLoAc1pqBU5t22ctzzTO9uY94rNhl0oAb4Pe/6aSiIJXLK/QomRcGNOpWp3OQ5k7j3hTrIwd0BNcYnBTf89x53pVl8Z4pKivYY+Q861oe19m0gDI28pylLSJUlszTcIjaXqJx+4sUEPHZRI2ucmPKYhkX1YyjnnlzdhHJmWeeiWc84xl4+MMfjjPOOAOf/exnsXPnTnz0ox9tzPOa17wGu3btKl833njjvahxlChRokS5qzLve46uuOIKnH/++Xj0ox+NwWCA3/3d38Xpp5+Oq666CsuXLy/TvehFL8Kb3vSm8vuyZcvKz8PhEGeddRZmZmbw1a9+Fdu2bcNzn/tc9Ho9vPWtb73rSrGBMxiUDIm5y42NJgffiGtkdFB32auxSWJYeWCotu+J20IGWqLt03aPY5DCBvnlKNjhdHxPP3vlA5X71RhmrdFY189mRCub07QfiXUxPQxIKNOEguFrYlC4Hmub7uPifVbqbshtNXdDDm6hfad6cj7uMzPUx7nhad1Nxqzprn3l9XMTyGOGiiVJRnOX28bpnXmU6BhyO5TFkfqCKJTcXyLBcyf3xv1ONLHMmmesK5xFOeT55Mmk/ZPKOhnQyTMAnWZANEk0IMNgAHRk3Cf8li42WbNmDR7ykIfgmmuuaUwzPT2N6enpxvtRokSJEuX+JfMOjj73uc8F3y+99FKsX78eV155JU455ZTy+rJlyxo3tX7+85/HVVddhcsvvxwbNmzAIx7xCLz5zW/GhRdeiIsuughTU1NuvlZCf+4KQMb9qbsRp5w8Ggq8SbwIeE3ueU3AygVNaiSHyoX3Ctci16B0jNN8MKwOjFTDmJkcNnQVXHB6zzDXPJrWM+S1nz2XOs9dzECVF9jAAwHMdikzNW5vEAMYBT+mgxnCGlxBwRi3URlAZqysH20c+Jrl8/qfwZDVY5+5HQwwLZ0Bdg9UNgkDXIfJaQTjnJ910rKpDMvFwKfpWfX29imT2wSARv2Rl654k34nkOXIlZihyHLuNQZIHivkBVsoWU4ph9NzWXkWMkZpcV7LMBstMHW7lStdTs/UISR79+7Ftddei3PPPfe+ViVKlChRosyT3OPR6nbt2gUAWLt2bXD9gx/8ID7wgQ9gZmYGZ599Nl73uteV7NHXvvY1nHjiidiwYUOZ/owzzsBLXvISfP/738cjH/nIWj2zs7OYnZ0tvwebXvN8tFzsrLhOWuUcZxC1SevlbSsGWhIrm93ArM7BYBQKGaHRR4WEUbnE2Jzk5sd5kk4arvSbsNGsxrYGJ7B61FXLM9I9tkjTePfyPFx11/1Fdl/dA5sAgxr53FfsCshAwdsH5O2TMh00ghunb9pLpYDCY80U5HpARPuIr3mg0trjsJLlHFVGy9OXdRMwoi5vraJAjiu7YX7rXsOw2JGbmu0DyodZHcRYOi0zlfvy2xOApnFBFPQ7AZtaqG/AZ5U02MI4N7ugIQ175jR0dTZsZrMWmbzyla/E2WefjS1btuDmm2/GG97wBnQ6HTzrWc+6y2XlWY48GbMg16Y/5+EQ17zFXEjS+XGVTFocgDnxEMcWbU56kxdQ2xyamrc4T7LNOE100U4n90vbgzYnSpsx0OM0fgpd2vRv0u1NTNNqL2OLNG3m3sRqWhwwmuQt+qbN7y/u/mGmrdrcou9a6dtmnFr9Xt395398mna/mfcoOMqyDC9/+cvx2Mc+Fg972MPK689+9rOxZcsWbNq0Cd/5zndw4YUX4uqrr8bHP/5xAMD27dsDYASg/L59+3a3rosvvhhvfOMb6zd4wMytpJAmNghAzWBq2kvAovuD1EVO2SDe22AHMdZWpOm665pEgSNc8KYASD83uCdRw8N3Xum37ypNDBQzLxgxUUgTJGqwe6CIAU0TiOE6NR0DDGYbmgIgaHu8Oj2wUNSVDwaVG5inhzE8GvKa2bWmg1pZJ0urboTaH16+JjZt3DiYeGBpXJ1NejhzswRYTaDGAWWN6Z38Qdj7caALKA3+0b6i8PfDyhoXuIXLadqDVJMsL1zYuvXyNajMpDDe3p4jLzKdut81/bmoEZekALLqqINFzhxt3boVz3rWs3D77bdj3bp1eNzjHoevf/3rWLdu3X2tWpQoUaJEmSe5R8HR+eefj+9973v4yle+Elw/77zzys8nnngiNm7ciNNOOw3XXnstHvSgB/1Udb3mNa/BBRdcUH7fvXt3PSpQkpYGQ0KGmDErDF48g6nxmhhluuKs19ERQ4kBUIs6PRaJ9agZl2yAOqxBCdI8ozNUJrznuTfxPf7M4KAw+pNup9IpVKheZpIgn+uP8oyLAjcO+LDLmLrNNbntKfCw/vOAkYJsZsXUfY9XdDwXQ3Vn84CQ9137wgM+Xl2TxoDrM52AOrjj/DwWXtn6Wa/RHHYjM0JYplwOcpV0fF1d6xS4uC6vxUJEbQFF2Ry5VpZrB07LnqBaHmDEzrC7na7cqUud535XAKxWZx+NWxkcB5ZGHVEA3bTdUvsClg9/+MP3tQpRokSJEuUelrvPyTfIS1/6UnzmM5/Bl770JRx11FFj05500kkAUG5qnZmZwY4dO4I09r1pn9L09DRWrVoVvFwpjJIy8tVUD1i5vDTy1PBpYpCCsL6dTmkAlkaYHABZvjtufbySXX7PqB4pmyPwNTFfrmGqAMZ05ShjKuMMW/3eBJq8yHGsn9bR6VRn8VAZVZhjATHjmAkO3+wBH7tu6Tzgxdc8mtr6z/IbsNH6uU+0HZ5uxDzl/cJFQd3VmpgiBlZ8fVwQBZvLHjjlPlRg5YXZnsT6NLGWfN9jHWVee6GxE2dOjWWHStXqAMoLvJLneeXOhuJZT+XcIq9uefbZXa8xnPZwWAdATaG97b2MUtep700aB4wkMESl6IS/iXKe2Fxe3OxRlChRokRZ3DLv4CjPc7z0pS/FJz7xCXzxi1/EMcccMzHPt7/9bQDAxo0bAQAnn3wyvvvd7+KWW24p01x22WVYtWoVTjjhhJ9SMVm1LWTHE4/CD165DuhWkaLGheO199IAm+phcNThgUHRFKHKNZzSFOh2kfR6QX188KytiJfMlgO8PDemPMuqs1yUNSr0zz2DVA1OMTbL62Rc5wMnahqLRWNrYACC0M9s0LNR7gG1ctWamBUGKwoimvQzHRg4mC4ajMETZpQ8oGBSuhQ6Pt2cT8KqJ3wG1bh8+rkzhmkzUMN5uJ91bgABYAtACxvU+ejg1BrgUd2cOesCXJrPZRp5pmp7++h+kEZAlZuXhK8xo5R00pCF0rzeoa58T7/rC0AZRIGvqYtcUz6PUeIyPMao6SDYSWccRYkSJUqUKItI5h0cnX/++fjABz6AD33oQ1i5ciW2b9+O7du348CBAwCAa6+9Fm9+85tx5ZVX4vrrr8enPvUpPPe5z8Upp5yChz/84QCA008/HSeccALOPfdc/Nd//Rf+5V/+Ba997Wtx/vnn3+WQqOVGMnOpA4I//w1f2oYHf2BuFIHJy69GdGCYpMiXTGPrq4bIl470UkMrMJwob8kIdTq4/twtmD12Q2XUwzf6amLGXq+HfPnSID8c16Daar2yX2ZI5xR1zNKRwVmWScZq0u2Ehi0bzwx2NOKZJwZSmlb7PaPdrrELm+5lUgZIXeM0ip1XvwfumjZpauhpD+xwOmbZtG675wTlqAkDFmN2TBhgeEyHAjt75/5l8DHM3IAavF9uIosEes7GtE1dP5V1rV0r8qgLq7dHqInx0aAqTXkCVjejZ284rJihrF6vKxo4QV/p6ADosg7v0NcmdimvXHhLJnvS5mpljgpgn3Q7NVAcJUqUKFGiLHSZd3B0ySWXYNeuXTj11FOxcePG8vWRj3wEADA1NYXLL78cp59+Oo477jj89m//Ns455xx8+tOfLsvodDr4zGc+g06ng5NPPhm//uu/juc+97nBuUh3STy3FHNNO3AQU9duLw9gZHEBCW+szjIk+w7gAa/ci2T/wUZjvmJakmq/DaVN+0B/eTc0nhXYeDoV5Q6PWI07/ywdATQv8AB9ViPUwi7PPWg9rvuNLeHKuscqcXkGPKzO6akKpNG+p4CBMh2UOTADvtcrWbxGUV2UPWqSpgAD7PaXphVI7JDxx4BQjUCu22HVgvx5Xt8HxHU3MVNW97i9PQoYjakj0KtSO8jV3Op4fI2BcuZT0nECRxT3A3dNfmeDuqi7Ntd5nnJeZXyEKWrao8d5TK8aq4Q6U2TvGtWuZJBU9wJslGkNWBTXyzwFuGFAU3O/8/YZ2W9Xt0sH8grA0X1NDJw6ndE+y1UrkK9dHZ4dVes4fy4m01PY95hjcPM5Dyz6snAPnOsXbKTzjESJEiVKlCgLROY9IMOkcNWbN2/GFVdcMbGcLVu24LOf/ez8KJUmCCJN8X4ezyWmEC8Er10vwYO5i+WjfQgahEFdbyBht/PZORz94Z8UelbGsRe6WDeD2+fObbuw5ndWIpndE+ZXXSHGI32+46FL0H3UncD7U2CA8SyTfbc0BVNzzR+uwYY1e7Dyhelodbm4XwaIcNybgnZ3u/jBq45Ed3+KY999Y3HIpHNAqOnBBrxJp4PhujXIpzvo3nibH0pc8+nhq2k6AnlJgmTv/tF3CwZhdet80fODgNF+tiQBSqPR2AUJkNC0BwgozpPpjMrQaHfUhjJcO4cot/Z1i70nCshYTG9mzMr83dFhnxmNq+b1GCe9VriOGvPA+fI8B+b6SJZMl21xA4UsmQb6g9FiRpYhAc1pp97AHdWev14X6A+QUN3efiMA5dwI7i9birzXRbJ7b8my1g5eNfHCZk9P4cZf3YzNf38jktm5GhgDUC+PQdT0FK56/UY84B+AZf9144j1ZuCkDLkFVCC9fvjSI5DOJXjoH+8O07B4e43S0XPXmc2w5kdz1fU8D9nQKFGiRIkSZYHKPRaQ4X4lWbGCqwcjFlKLFMWS+gxOadAQk8DAyHW5MeHV705hcA4G/ub9pjKC9mVI///tfWuQXNV17ndO9/RIgzR6oMdIIAkJsEA85BiMSuWA7aAgKCoFsW8VwVSuQhxcxsjXBIyB+JqHb25E8L3EsSOMk1RCfiTGscuYmDIkMiBxsWUcZGQBQgoPgQRIiNdoRqN5dJ+z74/ufXrtddY+fST1TPdo1lfV1d3n7LP32vu81rfXY+//ACiXk1gP7hLkqbT6HUXo+eluLPhiP1CJWBHiPlRTVJ14ElL/yV8bwJQvMlc8Dkpq+No6xmDWlhDHb6NKIrPw0ONtfdTyEwR46YYS3riJWE1oX+lvasGyhKL2/427S3j3niAhL0lmPQsey2NJKXHrG/o7gzn/8l6VWPC+cxnYOFhrzYs3nYD3760RJJttT7AuJYSTJoOo1fviV+bjxT+fk062wIkAj08jY7rr/06r18HHUQLfVyxix7rZ+K+1C1z3T9QJTNBZSiYrnD5ZdJbw3voOlBfOqu/nbRo3iYq1jNi6hk+di/fvLcJ0TXL7TmRxwJMTFArYfstsvPjlGcn5dxKtcIJit9E2Oks4eFZ9TTbHgiSRGwu7L4qw5IEYXTvert1HHksTUCU9TmbE6hid/pd7sPSvdteu19rzkS97QBd4tZ+4ev9P3rYHXb/ZU401tOVs2nNNyKBQKBSKcYyJM9XHZ0ZTWZxqaW+lQz3WpZQlh7guBUHgLBrpHO+xCmWBW4xo+mJqHbGxHrYMXSQ2E5JFAERBtaTIbqPKPZC4GIpWHvqfW2woogizH99Tl8eCE5iqEG5dZBxOu/2DRKYUkZCIFY8vMgYn3lqB6eBZu0gZ7l5Xszw5cVp/MRs75s7HzGhPfZu04C3vp62vEOKkhyO8f9pcIHrdJXD8OOl/7dx17yggmszcA0kZ51qiv+2YhiEG+zvRsbeUPu/UasPPN5OpuGsSZm+tnhNnYWJxKIjVyJ6nKMbbr8/EzHffqxNF+O8dJ9kIgABA5+vv44MH5yEY3EMsn661x5eYAQAQxzj97ncRRLV+JNe/JZOBTFZo/f0DOP2rg64rr5RwwZdNzhhM2v6me94zU3q71idjDALBjVi0HPHnpomBOISBceRJpadXHDWasThrrkUr85y3Jiw2CwA+V02nqQby5OlTHuRZgDTPQqZ87TO5raNXtXKdyzx9arDAK9Ccc5Brwd8mLRSb65ow2W01Y5HYvGhWWw37nWeB16Y9I5p0PzVjYeuMPpmcy00c++TI1ALSC2HyYpczPhWrCnmOh5gUl2AVOZ6xiscqJGXhJ128DP0vWYR87naA/FB2ykuEp1pI7jtZFypFUBhhcGThhImRkeTnyIhbtyQ3V6p5LNHgUPV3nvWQGFGx7ohB30B1HRzuymbrpckGKCEixG/Sf+3DpP+CS/R4kgj6m37HMRAFmLx9L07YDvkYSQ5OvKIIJ/zoteQ3bSM5j7Y+fk3ZOKhyGcu+tq9GJISHLT1PEuGpTRqc8t3dzuSBbachSLvL/vebKVKd1GXdy6T6a2sGBYND6Pm3V+t9DAKgEKTKpUWok7VgYFC81xP4Fle18kjjmLWOkSUoltxAIEK+euyLxpcMwmdtosSoPFJ9Ltq67AvXnobYuhQrOVIoFArF+MexT46AWjA503gkxcISCW5VCuXU3D5QAkPJjUioPMdb5TWRoZBWJnndUhIHKQ4qbz+SctYSRd2IqhXIynBtnxjsLblCUTInrYlk6+PEiBDSZB9f6FUifBJJo+cka9FVOkvO1yiiBIVZ9LgMphLVXTY5cbR1ZRzvtAvAlMvVdPBSH7n8VsmXrG90nz2WysLr59c0l5ePJ+9DqnvudZyK76PbyG9jjNcFFkD1HhAmHCihApB+LpBnQVZGvUQG/uyg9XBkucPRbQGZ0JHimhpZGPhkUBRlz85RYsTd8qj7XRRXJ50KIYKwoxoL1ijznUKhUCgUbY6JEXNE/ectshSKLGUJEGeuJesQJzKSK53PouQoYDkVDkq+Uu46nrKJIprh4uRYciQrgd1uWHxSvTH/R6qXzqzTfdwlzIphs4/ZtNW8L57+ZZJDOsPP5QP8yQ2yFmUlVpugWPCeb1EJp+Nl/xPymSJGtG0+hozQOPs54ZXKUOsTv45ovZI10l4jxBJKSTStg5OgVN10vGJ3MoIeH/DrlLTjS6ACIE1CMpCk66YELQyqVkP+PPG53tH9fJsvhslncaKwGeQApNzknE6Q2CL7HyDXHHuO8kmXQgFmaDj9rFUoFAqFYhxhYpAjgM2457OY+MBd1bKCup3gcjDly1d/4Lr58Hp9MRE+S5V0fApcyafKZ6XiEh9bF1NYU26CVKEXiCFtN6lPsvRYeSwhoEo3W3xXtMBI5CAgVhuJVFAZuCWP9o0WrbngJQvi8jGVxjgInOsplaFNGGdHVr6N9omQGLCxybSEUtLKiRat30MuA0k2225EElewsciKHXJcRWvnwrnPyKLJWdZaXq8tx+8JJ8mChAxS47RVLMrxQFIddhvdbuqkK0WoGlmcks7U0207rnE8AQMtb79T12xtn7SIcRggKJXS2xUKhUKhGEeYGOSIprSVtvv+e+C1ODAik5rJjmJR0XNmxzNmgvPEafC6+T4+I+/rk1VejTHVGeFKJa2g1hRk7j6XimMRFGm+Bk7AlXBCWBxrAc/oZ/9Llg9JgedWGclKQkkF7xeVkZG+xCXPxKljneP44rok9bYzLqydZJztdWCTaNTGy0jxTJxk1dYrctwks2KzGNFyFnal540TYG7ZqX0HBbJ4aW2bqSVokCDdL/Tb/s4i/pJFlW9LSBshcQ5pamShERZ5TUEiPo1g3dgy4pgcmDiftYsSJum/JJ+VxV5HHIdhaVMoFAqFol0xIchRXbkmCzICaaUDaDgbK80yJ+Ape6NY3O+LG5KSMFC3tyyLFLfe8N9JGeJ+lKVIpoiVYC2jFgLnv4ecUHcq0pH6t2T5seSLEhdeLgjcxVq5NSiDqIhKOZdTsvhkWIUSFzdmAUrOHyV4Uju+uhmpEtePojKy8wMgyRTnay9FvJl8olWIkDPD+430tepWnyY5knsq/XA5pWtWspyKkDLDkaxujnuqL7W2ha0jioSEL4F7HJB+HkllaTmSyrsqoGD9IYkbGkJK1R2E1cydSdtBunxsqgu+SvVpGm+FQqFQjHNMCHJUjw8RZkKTMvmsS1x5S7dFFOAjiBWi2bYcZVDIqkbhU0BTrkaC+5Hv29aXsmYI7QRZZIKVcVzoJOuGe5Bbb+2TcnHjay9JViu6nRMciUQxkkZdAZ3fzJrikCvSjiUzXhcvTvisDAFRumn/iJVDqLBer227tj3LtTNlRaLnxmfd40SIEZl0I/IkQHI8qcsMj7BDswkWt9gGdOwkcNIixQT53OLotqzMcRKJ4skapEVcad0+tzegTmYklzkp3pLWw/f5rJ70GiuEyZpU1WNMmhAqFAqFQjFOMTHIEYe0GKxVTgqF9Aytrw4CJwgbSLuo8HLkv2PJiV2llv+WFMkUuYli8Xhf/JNjoRJklEhLrll5UpbHGDlgCrVTtyVDktUp3ZAss8ciVd3lIXVCf6XEAak6SH9EokPLU+IkWaM8sjhjAlQXqPUcF7AYLTFuKast3z5pfNj1mFWPVD45x/TeKnWkFG/ufpoVV5TAWhYbJWLxERoLHu9jy9EPtQhJliWfDDZtt9SWL4lCEAJhQSZn1hKUlYCh0ZoSknULqJ9/G3tUKFTdbw/juaBQKBQKRTtiYqTytspUQVauxQQIYYBkTSS7XUqjKx3PrD+uKOlYJKdsxrFZSRZ8/7Nk4L99Mtp6pGMBuGsfAUl65DyxIBIpSLnRCeWy5OfKt0guSN2k0vr+RoSmgWsd35aSk1uYfBYj8u09b4IcfGyd80DJGytD90syi4u3BkGSwtvnrgnP/pQybUxi3UyuwxqxcSYRCv77wzexAKCxNZcvwsoXN5VSavvIDk+Z7UvzTf9nkZWstnjqb2nxVmop4msW0eMoeMY6jloMW3IN+hY4VqQQFAoIAv/aUM1Y7LRpa0/liY/Ls+hnOQ95zu53rsVFcy0KevQL0uZuq2FDOeap85RpUp/aCc1aOLThYrJNyrLZjMWb89bTDDRrEehc90ETruGjvX4DEwA5TvXEsBzFQpCyTbsbhkCxSNbXYWTIwjMLnLK21EiBtLaQNLNOLUdZ4ETDZz0KgkDuKwNXIH3xTNatLkXiaFlOmMIgVYc0DrReX1n4FN2aEk/dxXxwLFKEhKTijeh+Y9L77XZazu1YXYms3cBZ5JBbmIxtk7RB23KuAZqcgRI3Mra0fed4OqYZMVcBrZvUkSpO6pBihKRrSxybuJ4YwbmeyPpGvE8JYr8bH7eM2vIp1zZKiuz9zmN4fO5x3AJtrdC0rNSOD44FKXLb9hEY/l8iPjwJAx0zm2whDySLqyZjUCgUCsUxgIlBjigMU+SmHoed1y8AJk9yCI7j/+9ZYyRRHjtLVYJFXIIkpdDOeqcIVU3Jzwpcl8gMnV0XiYU9rsFaR0CaqBDBE/JD++Qjdc72LAsB6kq1ZD2g7dN+ppQyyfKDNJFIjQ8/ThjfLKLmyEEtOFaBr7kbORYnBidWCYQcEtJHSYJDDgiJS1mg2DhI30k97DclkSkS6CkvIet6pG5x9LoKCqG8YDGxHKUmGHIkVLFupo6sPPGBlAiBI6stakWSXPI48fLImpRx/jO3OW71kWbjqDsdL0e3h2wWjt8jUex+ZyH2TBooFAqFQjGOMCHIEY9RAFC3/JQrOO6NsO4OIik2vqDrIABKHdh+xxyUF86qKrWFUA6QJ7JwC4jpngJz3OT6bD2QriM2osKZEIZi0VGy7TdXhvlsvUPWqAWtflCqDzz2xuva18BiIB7Dt8d1S0KmxUaQNeV2JlnZ7H5GKCSriT025QrIiYvYEZMQPfvfa03KgGR9TI23NE4eK1Ag9Ruknxl94mSfH5cJmrmRTigQIiO5e3rr91lLuQWYbve5AdjtYc0CTLNbUnLjy0Ln+y9tl9YakkgGj5MMA5cUSQkb6H+7v9anoBCSDI/Ca2CkXL1eLFkt0NT7dN0kdo6a4WKkUCgUCkULMSHIEYBaxidTf6lbN5zBIZz4wCvA8IirBDqxRwJhAqr1VSIsXT+Mjr29blsscNtLmMIQO9Yej5eu6UlSNYvWnjBIJVoAUFW4j5uM7V89ISFIeV30HGLTWap+kFaGU6SKE7yaHCgWEwsaV6y5pYsruQkZqQV2+yARL1EefkwQOEQrtZ8SKA/ZssdK55L3KekPtbjRMfdZsRix4dZBW3eKuAjjzDpZ7T+3RAnngo8RlzmL3Er1SK6f1MqauKLaYwlZouVEsiZlm6PwJUWw5EIiNOT6c9oSLFiHhRpBcQgXd3Oz5axFh03MBIWwagkNw3o9jRIrUGIUBMDkSUDXZHcihB/fQcJRyf0QFIsYOXMB+s9fUk9ZD6STSSgUCoVCMU4xcchRXFPu2As8USbjugIhzgYLwdA2HqLw5rvA0LCr5ErZ8ES5Ypz+f97Ch+59IzWTnVLCWJxTTYjqtojM8lL5ICu6jhJfLGL7V+fipb/oTuKvUoSIZQdLWRiKRbx03UK89/EFTrzNYSmRYYh41rRqhrLDUEQTBdaSq46OVMwPJQ9JWTsm3FoWhtU6iDXO6TsdZ1aPU39tbaiAuMmJ5E7qR42MJNY8PgYZRCnl8kjPNXNH4wkW+DkzRA7JMmetPdztMuUGGAQIOjoyY6GSSYGQtR963A19Fl76myZICcOqDHbNLh4HxF3jGAI7Dp0l93zQOCPffV4jY0EYYuSUeQgmdaatUvZbmqSxMhUKeP2/L8G7v7u4KgONQ+IpvBPBwzoRDAK8duUJ2PWZ+XUSmFovyX+NAsCBxZ0YOY5YjiKWSlyhUCgUinGMifM2861DQhUhT2yRCOoKFMdp5VsoKyldJo6rLiy1RRWpgusjKLyNYHAYp//lm8DwSJ0seVzIqOUmqSeKcPpfHcDC+4qO5cJRsFmSBVeA6v/yjAiHeuR0106ffWPVUUTvXSN4f+W8VFl+PFX8HUW51IE3vj0Vg2dUlT8bb5QiatYSIrjIoVjA9jt6YKZ2JVYp7tIlki5D4qKKRQycOQ9mSleqDd+4JHXbxVQLBcSzp1eVcT5mnHwgTYosaY1nT0+IWtIPQvCoJYy7SQY1wmmOm1wljIEQ38bj8CxiMmbFIuLpUxPrKD2OtycS4iCAmdGNqOf4lIwN03OTsXjx5hNROeH4eoyfRKhovewZEc+eju23zU3G02tV5vXFtTEvdeCVa0JEc6a7stN4oKzJgDiGCYGpe8hkjCU/qWQLwhpHxuCkB97C4n95q5qGW7L2xPV7yx6THB7FmPPILsz62a76dUNJlkKhUCgU4xwThxwBKZel6jbi558VUA3UU/sK7juiKxM9zn4LpMvEcV0hrskiubb5lFBTqQDlsqgwS7JJcgYf9KFz51u19MNybJO3j8YAcYxlf/4mFjzwGhBFTuxIylJV62NqWyXCjBsLmPmLt1JWNLGOWtuOsm8Mos0z0PnWwWocmTQmVOnj/antmzxtCKazaoGSFHYphoq6z5nODhRufBsfnDunSgiY7L5rxZjq2kRBsQjTNQm964YxcMZc2YJF6yTnh5IH0zUJU+99B/Hx3UnZFPEI06nl6bmO5s3EgW8ZxNOmpPpM++TtW6GAQ2fMwwd3V4Bi3SKYlUUxVUcY4sX/MR07v9BVV8a5VVaa7Kh9kvsnAALPJAMdD9+2YGAIs5/sQGphad62iVNZ6YwxwEgZp9/5Pgp733fbohafjHWJTBzjpPtfReeOt9LyS/FL7LeJYpiBQ9WPJTfcTTQM3OuNWDJhYphKBFOJqvUKsZEKhUKhUIxnBCYrWGMco6+vD9OmTcMngsvR0dGFcMpxdbczvt4H/019/+2isL4U33yblOo361gCZ0a8QVmp/dSMukdGSbEX43A8ZSV5Jdcsb/m4vpaNs59aFXyWGlIX354cXyhUyZVAFiQLmmNZCoIqmamttWTK5dQ6TvR4qb/WSoFCCFQih6Q1qoN0sNqPUkfVqlipeMdDtIyROszkTgSHhhLiSwkjHROvTDWiFgwMVolvRt+pPM55KRarxGhouO7CKt030vpBNuW+XVOnXPZf5xZCuuzk/FYFd+81VlaSQRorhwzlcSvLSuBA1yLKu3Br3vWMsspXO5O2WPFnkf2mllC6DlQUIR4YhKmUUYlHsBEP4cCBA+ju7pb7MkFh302fLH4axaDB2isNMGZroeR5Fx3u9e9Dgz7lSfqRR95mjd1YrYWU6xzkQDP63SxZmrV2U661hRqcp2ZdV2OJsTqXTbtXmjB+RytLxZSxMf5Rw3fTxFgElsIYAMKsauAhTjxdL/2ms76xsE4S/W9/S9sT0RoQG4lUEAUzU2Ek5Iku0krblty9fEqv77fvv1OXR9E0cZwsACtZEIIgSGSnCIjCC6DqLpQxHl5iZOuI6oTGbuNkQLIiOf2OoqocjIxIFkGJmAa2jsEoVU6UG1ULYkDc54IgACoVBP2EWAnEiFuhKIG1fQn6DnrPdyOYOEZQLletmxSNXNrIvWQQA3Est80XarX1sYx1qWtHmsiQQIhBQoh4eU5qfPVJbdrjeKptwFUM6KSN73nlm/ihkIiT5Mpn+2kJUWjlN/Uxl5JaKBQKhUIxjjFx3OpsoHOWP78F998H0koNJUFcIRLcepw6BCuT5OqU+h3mVEoFt0AePwTIinpCnnh9QnmH9MQyuaL1isfBJRw0o5xIQGisjM8Fi9XJXdqkY22/k//WzZHGlpF2fGNHNiTfPiuN/e+ztMGY5CO5NfJtSaIBICGZXFYeX8SR1EWTTjALi8/a6LtO7Dbf9cOPFzPOMfncihoo6D73u6TSOJvISDGDfJbREpYaMU9IT5Y8jUiFrdOSEAsxVbcB4shtU4g3ygV73dHzwI/tKLrPQRNXry2NO1IoFArFOMfEIUfJrKtJbwMO76VOlSSbSjdDoXOUM9pOI6Uvq137W7KisNimxOJC68kAVYyDoLYuSpC2NDkyc+ImJblgx3JiYGVMSBolTQKZ8dWbKmP87mhJH2v9dPpd20blSMls0u5yEIgMbU/6zYmi1DcqVyOilLiuWQjEQxwrVpczpkKcnXOsYA1N+kJjfziJ8lzLuSwS3B2P1kd/04+UWU7K8iata5R0LJTrsASVurfxZwvvF1+slW+nRMxblrgMcthxpu5wtA5LhmhdWZCs3uWKd3JEoVAoFIrxhIlBjiQFxW638LmgUPiyWfGZXJ8rnW3HKjtZyp+k6NG6rWLG6kjFUcQm7U7E3Np88Ub2t6MgSxYi0lai6DOFMiFXcV3J9ynmHCnCIFjF6HapPz6ikkVMUpYiz3ilXAxHRlJk0tcniVz5iDIneJSw8bpT/W5gdfS5yjn1+65XbiFl8iaE3cJnwaFt+NzfpGOMQPwlQkPvGVqPtc6EgeuexydPqDVIsv74rDtZ8UP0NyVTPDV3IkPkutXxeiRQUkSvFUuKLLEilkpxgVzJGmbvuY6J56GtUCgUimMTE4McAY0D/6TMSxyNyIzPfY4rUjZhQJ56uHJns+XVEBQa9CsjADzLCsOPEQPRudJKYzLY8dz6IFpIqALPrAtc0UelkiYGGUkppO3cgsW3czmtNcZxZcuwAPmsW77fnKw6x9cSMuSR00fKxO2CKxx3q0zq5skNyPEARMuSs3CxZF3l90jeZCdOx0K3nJTUwR4v1WGJj2TB4hMgZBFpLzGi9Urg7m/2eOuS54MlMsbI5InL0SimiJMiAChXkmPNSFk4Rui/utIpFAqF4hjCxCFHPv97qkAUc85+ctc4KQOHhzwkv+0MNVfWuMsPV/LsDHfSjTQRSerhv7PcnnywZCaKZdcnInNSV4aVyv6WFHmH7IRpi4hTtqMjk9x5LTfWuhXVY5s4IUsRnprSmuXu5sgoWIFSLnwCucgkq8VipquiZAnj+5NzKPTRQZiuSyKWzvmWrosocq5dkVA1+p2VKIFDihGifaJkgsqcNXFypIq/L1scAIQFeXuxmG1lsuPHz5cx9YkduogsdZvzysn2ddQXyA2KxSpZiqI6aQLccTUx4sEh8jfnuVIoFAqFok0xcciRBVUwfLOsDd1USFnfbLTk9nYUikNQCGX3JZ+VKQvW+sRiQFLgyqXkomTlo3FNnjij5HfNCmK3U0uJ457mUfKl374yqe1W8a9Z3Gg8kbVcUeJU/VEvK5HRlLVIsIrReCpnPAQS6HWVZH2w/1OujwISqx23rlFrH2+XkKlELkrmGllabRp8KoOP4ElWUskS5JElKZcFmmglj0tr3vTcFJaA0cxx3DWOEyduBZKeS1lyBEE1bTw/99RtLiFMh0k0w9pzkrjNmdrisXbSIJw8qf4sUSgUCoVinGNCkCNnNpMHHwNpxSNP/FEWeNY6ul1yJfLFXkgWIsnFKA8xouWt9SnDolQ9JiPvv6TA+9yYuEJMyAb9TtXH2uFuZM5/oqj7XNuyfjsy0HEXCAC3bknWoJTbIIv54W6KDukjSSB4ew6Zs/04TMuKZCkT3TN9FkHqfiZZdvKSauk4fr00siDZ+kyGZVNqS9rG44l48gPJQsb/SyRGWnfI5xYnkSu73ZnAIbInBEqwLIluhCb9HORuvhmujPZaCbilK85hqVIoFAqFos0xsaJoBeUpKITJzKqjCEtZoUQXmQZuP3S/FAfhU0L4bDmPqeDHc8QGySK2vJykRErbwoK7hgxVVGtIWXg8ymMQBDBhugzN/maRqi82DmEQZ6h5/wrMcmNJBI9r8rlEZhBHMV6Kyk3WGpLaSBEaFqtlx4n2V4qL8vY9iygLffPGBPG2WN2OtZDul+4Jfj37rj/pHrH7pfoY4U7tp/+B2kK4DeaEmNtYprVJ2kbXPJIsPw7pMXI8UMMEMkF2WVumULMaxaY+Fea7/wNhO7336Zj73Cg1/qh5yLG4aBA0IKJNWkDzsC2oR4FGi3GO5UKcuRbIrAixebyeRguQ5jgHuRaSzXGemrLoZ4528owLGl2/VWEaV5PjXmlYR57rKk+/m7VIcZ56ig0Wkc5z/zeKdQXkd9ThyoK810T2GB/12OV8R00IyxEAP4EpFtF/3kKYGd3pFz5fbJHDKv6lDgRFEgskWXU4oSFWGe/MPa0rYybXC98DgyvTvH5uZaJJIAQXJ4koJO5fxFrRKGZHytxm2/RZXXibkiWJ1uMc7yNGVDaPWxl3ZUvkltzDhLpTLmOe85zqD3Nf4talzOuIy0IfII3ICO+Llc1ngWw0BnxcqXVGkpXL4bsPfK52doy5VZhbZqQEB7SML/MlrcseJ+3jZRq9dA7HCkOtQdw6lHr+mGockR2XQqFufbMfKTOdIQk2+Fg0QUEZL1i/fj1OOukkTJo0CStWrMCvfvWrVoukUCgUiiZh4pCjDAzMLWB4frerdHNlyaMQBcUidl91Eg4tX5BOWWwhuQoVi3WXpY4OoLNUXbjT52LnmbFNXLqKxXTAu2+mmyrF1LJzcCDb3S5MJxJomJWN1p+h6FHrhC/JBI2vyaxDkp2THvhJluhKJu2j9QruX75EB0l/LJGxYy5ZCel5J9u5W53kosjd+lIyUGU2i4xI26Tr1Feel5XGjC7kmmG1a+jW5muDlvXF9NDJECnNv7UE8TJZ7nHUnY4+U3yuuymX38DdVqm4xEeKJcpLqAQyY0ZGnJlEU6nULUI18pRMAtQ+JoqrM3UTxJ3u+9//Pm644Qbcfvvt+PWvf43ly5dj9erV2L9/f6tFUygUCkUTMLHIkZ0ZpZvKZfT8ZBcmvfBGfXbeUXpq5fkaJBZxjOOfL6PUO1z7z5XIBqbRIMDuKxbixS/PB8KwsYVIUko7OtC3YgHQ0dE4g5hVRMlaS0EQAIUCwunT5CxvQV0uay0ICqFDslIEjclslfhEsRL6KFrQLCmIonRAv6Rw144RiYktE0X53POIXL59Sduhm+QgRfKYjJlkkRIgTlatQlouNyQnKZIpWaikfawtZzu3Igp9S/aF7FqUrslG1zmvw+6z9yA9PsuqI507XwZLiejkWauIyhCEhMB4yJNFysrkIUjGAB2ltLXJJs4giVaSj93mnLeaNbj2MZVKlRSNlJPf8aFDiAeHqr8HhxAPDFY/w8PVz6FDiA8dQnRwAPHAoVr5wQlBkO655x5cc801uPrqq7Fs2TLcd9996Orqwj/8wz+0WjSFQqFQNAHHfsyRqbuCBAhqBCms0kITASaoznom5Mfzck+5mEQACkBgcNyze2pNmbQiJZKF2rE1hW3Bv72NyqwpcrtUqffElphJJbx5eRlTnyshKJfTZSQFlM7UBwHe+8RCHDg1xJK/e81dpJbHkFjFn+uKhQLM5E4E5QqC4RE5TsUSCMl1yo5VoYCgNgvtWp/YLDezsjikyo65xwKFQkFM+ODIEwQIULOM0UV0ed89hInKIyVNSC3M64GXRNXimpJYLm5tko7PihmR3OAk+ai1oZH7m68f/JqUfifkpz6OSR1h4GxP6rPZ8SQyE1fj1lCoxUlx6411cfNZj2rtJDJkEdMoBsL6vYUormaTQ9UF14yU3UmTqJK2GtqJGjZWZsFsoBIj2P1W3VoTx34iLpHFIKz7ZDcrRmgCkCIAGBkZwZYtW3Drrbcm28IwxKpVq7B582bxmOHhYQwPDyf/+/r6Rl1OhUKhUBw52tpy1FS/7ihKUhObSqW+fkelUpt5jdxFYJ0ZaZP+AFXSFcUwlQimEtVJBbcwpVxsLEkzMHGMoO8gOl7dV5VLcl+iv+2ML435OXgIp391P4L+geoGqlBJxMoimc0PURgxiCaZdNaqLPepmqJs1/bZ8bUZePOyBek2pH4wBGEITOrEjrvmwEzpqtfbSAZq0QKArsl4d9XiKsnKcmuzdbIMZUEQICiVYLqn1ElWFqkQZAuCoEpeJnXW5ZDc5Hyw9RWLVWtg6L9NuXUoZW0qFhGUSmkXPg5qdeAWwY6OxCooph2n40hRaysoFqtuo9ayKFmZkg5RslInL0EYApMn1WWl5em1nsrqVr3vgkKI8uKe6nlNzgW71u29LS3SamKY2TOx86bF1f7YiZSIfEdx7XkSVa0wQ8MwhwZhBgdhDg7AHBpEPHs6glIH4oMDiPsOVj/9/YgP9CH64AAi+t3bi+j9D6rfvb2IDvQh3rYT8faXEPX3J9aaeHi4ZvkZgbG/y7VPpVL9RFH9U6mRsziSn21H8pkgePfddxFFEebOnetsnzt3Lvbt2yces27dOkybNi35LFiwQCynUCgUivZA21qOrF/3fffdhxUrVuCb3/wmVq9ejZ07d2LOnDmHV5kxVZcPQHSPSWW/kDJf2V1OHEd1tjngsRsZyRtgorpybC1XQG22OWBZqIw/YLumCJpCoVpuZEQmEFbJi4R+1cqbSgXTn3od05+yIgrpg+1vH+mKIpz2vz5AMFx299sykgWMWr/iGEEco/TSZAQj7wJBABOz2XPJUkEz8gEYWTAD7/zuMGb9vKOqqHJZqEyxcVwGLYZPmYN3vjSIE7/UAQwNN7TcOf9jAxRDvPHfFmHkY/1Y8uXeujKf93hUr7Ptt80HOmIs+597gTh25YhNtX+12DV7fpyYozDES2sXotwdYdnXX5etZIn1kFlLrDyFAnasm4NZGyZh1oZd1UkAW863Tlhtvzk0gqBrMkzXJOy8bRpOvjdG8dW9LgEycfXapIijqusXQfmkuXj52gJOv3VfNZOSJSdBUCc59L7iljpTRt/JkzEtihHu3Q/ULKy++DaR7PUfxKlfDRBVKnUZDhfbdiKmmeoOByZHtipfvROIwLQbbr31Vtxwww3J/76+PiVICoVC0cYITJuu3LdixQp89KMfxd/8zd8AAOI4xoIFC/DFL34Rt9xyS8Pj+/r6MG3aNHwCl6EYsBSDOdISjio88QuHQ9IAmajR/zaWKFFkJYsBXeiUuhpxYmYVcV9/rMsRzxInBZ/z4HerDGe5aGXFfdhqbVr2MCSWwrSinQJPdlAqVRe9PDToulCFQToVNM/WZd38uiZX3QwPHJQtgg0QFELEc2fClIoo7NlflYO6f3KXMPqb9Cs4rgsmDID+gTpJO4x1vIJiEZWT5qK49wOYQ0OutYW5blXHmyj+td9BqYRg6hTEff1AuZwZi5WAy1coICgUYMqVmjvZYRKTIEQQBi6pOZxHH39mtOdjs21QMWVsxEM4cOAAuru7Wy1O0zAyMoKuri788Ic/xOWXX55sX7NmDXp7e/HQQw81rMO+mz5Z/HT63USRJ/tfo+dKk1J5NyNVMoBcrsSmnJ1auFmpvHP1O4+8eVIuNyGVd65n3hil8s5zPTQjbXNNmMbV5Lk+G7XVpPHVVN5ZbbU+lXfFlLHR/Ljhu6ktLUfN8Os+cOAAAKCCMsDv83bVa3JODLeM3B0pqWuEJrzsnCEJw1ochruP8j37WzTOUTe22H245NWJg17hGGod8sVdESIWfPAOjAEqWfEjtg3Py8yemyO2dAQh8PZeVHj7uQciAIYA9PfWSfeRoMIsqkeCvPeXhHZ9ZrQpKhAsc8cASqUSzjnnHDz22GMJOYrjGI899hjWrl2bqw47JhXTQFHIc782Gt88ylGOcxQ0LTYth2JjGpCjHHXkEiVXv/PIm0OJbTB+ue6TXOcgBznK1acG5CjXdZVDEc4T2ZGHHDVjbJo0vvmuh2ZdV40qyXOecpAj5CBHeS7hJlwTRzt29rnb6BpvS3KU5de9Y8cO8Zh169bhzjvvTG1/Cj8dFRlbilbpG752m/TeVIwCjvbcHO21Zth3q+RQtAT9/f2YNm1aq8VoKm644QasWbMG5557Ls477zx885vfxMDAAK6++upcx/f39wMA/l/0b9kF8+gsY4V2esaPpSzNamuszmWe52Qz+tSscWnWc72d7pU8aNb45eEazUCe89QsWRq11aSxa/RuaktydCTgft29vb1YtGgRdu/efcy9nFsJ6y+/Z8+eY8pdptXQcR0d6LiODhqNqzEG/f39mD9/fgukG11cccUVeOedd3Dbbbdh3759+PCHP4xHH300NZnnw/z587Fnzx5MnToVQRCMu2tU5R1dqLyjC5V3dNHu8uZ9N7UlOZo1axYKhQLefvttZ/vbb7+Nnp4e8ZjOzk50dnamtk+bNq0tT9B4R3d3t47rKEDHdXSg4zo6yBrXY3lSau3atbnd6DjCMMSJJ56Y2j7erlGVd3Sh8o4uVN7RRTvLm+fd1JapvKlft4X16165cmULJVMoFAqFQqFQKBTHKtrScgQcvV+3QqFQKBQKhUKhUBwO2pYcHa1fd2dnJ26//XbR1U5x5NBxHR3ouI4OdFxHBzquzcN4G0uVd3Sh8o4uVN7RxXiT14e2XedIoVAoFAqFQqFQKMYSbRlzpFAoFAqFQqFQKBRjDSVHCoVCoVAoFAqFQgElRwqFQqFQKBQKhUIBQMmRQqFQKBQKhUKhUAA4RsnR+vXrcdJJJ2HSpElYsWIFfvWrX7VapLbGHXfcgSAInM9pp52W7B8aGsJ1112H448/HlOmTMGnP/3p1AK9u3fvxqWXXoquri7MmTMHN910EyqVylh3paV48skn8Xu/93uYP38+giDAj3/8Y2e/MQa33XYb5s2bh8mTJ2PVqlV46aWXnDLvv/8+rrrqKnR3d2P69On47Gc/i4MHDzpltm3bhvPPPx+TJk3CggULcPfdd49211qKRuP6R3/0R6nr9+KLL3bK6Li6WLduHT760Y9i6tSpmDNnDi6//HLs3LnTKdOs+37jxo34yEc+gs7OTpxyyim4//77R7t74wbj6V3V6D3RajTj+TuWaMZzbazQrOdFO8n7iU98IjW+n//851si73e+8x2cffbZycKpK1euxCOPPJLsb6extWgkczuN75HgmCNH3//+93HDDTfg9ttvx69//WssX74cq1evxv79+1stWlvjjDPOwN69e5PPU089lez70z/9U/zkJz/BD37wA2zatAlvvfUWPvWpTyX7oyjCpZdeipGREfziF7/AP/3TP+H+++/Hbbfd1oqutAwDAwNYvnw51q9fL+6/++678a1vfQv33Xcfnn76aRx33HFYvXo1hoaGkjJXXXUVXnjhBWzYsAEPP/wwnnzySXzuc59L9vf19eGiiy7CokWLsGXLFnzjG9/AHXfcgb/9278d9f61Co3GFQAuvvhi5/r93ve+5+zXcXWxadMmXHfddfjlL3+JDRs2oFwu46KLLsLAwEBSphn3/a5du3DppZfik5/8JLZu3Yrrr78ef/Inf4J///d/H9P+tiPG47sq6z3RajTj+TuWaMZzbazQjOdFu8kLANdcc40zvq2aEDvxxBNx1113YcuWLXjmmWfwO7/zO7jsssvwwgsvAGivsc0rM9A+43tEMMcYzjvvPHPdddcl/6MoMvPnzzfr1q1roVTtjdtvv90sX75c3Nfb22s6OjrMD37wg2Tbiy++aACYzZs3G2OM+elPf2rCMDT79u1LynznO98x3d3dZnh4eFRlb1cAMA8++GDyP45j09PTY77xjW8k23p7e01nZ6f53ve+Z4wxZvv27QaA+c///M+kzCOPPGKCIDBvvvmmMcaYe++918yYMcMZ15tvvtksXbp0lHvUHuDjaowxa9asMZdddpn3GB3Xxti/f78BYDZt2mSMad59/5WvfMWcccYZTltXXHGFWb169Wh3qe0x3t5VWe+JdsORPH9biSN5rrUSR/K8aCW4vMYY8/GPf9x86Utfap1QDTBjxgzz93//920/thRWZmPaf3wb4ZiyHI2MjGDLli1YtWpVsi0MQ6xatQqbN29uoWTtj5deegnz58/HkiVLcNVVV2H37t0AgC1btqBcLjtjetppp2HhwoXJmG7evBlnnXWWs0Dv6tWr0dfX58wiTGTs2rUL+/btc8Zx2rRpWLFihTOO06dPx7nnnpuUWbVqFcIwxNNPP52UueCCC1AqlZIyq1evxs6dO/HBBx+MUW/aDxs3bsScOXOwdOlSXHvttXjvvfeSfTqujXHgwAEAwMyZMwE0777fvHmzU4ctM9Gfx+P1XeV7T7Q78jx/2xFZz7VW4kieF60El9fin//5nzFr1iyceeaZuPXWW3Ho0KFWiOcgiiI88MADGBgYwMqVK9t+bIG0zBbtOL55UWy1AM3Eu+++iyiKnJc1AMydOxc7duxokVTtjxUrVuD+++/H0qVLsXfvXtx55504//zz8fzzz2Pfvn0olUqYPn26c8zcuXOxb98+AMC+ffvEMbf7FPVxkMaJjuOcOXOc/cViETNnznTKLF68OFWH3TdjxoxRkb+dcfHFF+NTn/oUFi9ejFdeeQV/9md/hksuuQSbN29GoVDQcW2AOI5x/fXX42Mf+xjOPPNMAGjafe8r09fXh8HBQUyePHk0utT2GI/vqqz3xNSpU1stXibyPH/bDY2ea63CkT4vWgVJXgD4zGc+g0WLFmH+/PnYtm0bbr75ZuzcuRM/+tGPWiLnc889h5UrV2JoaAhTpkzBgw8+iGXLlmHr1q1tO7Y+mYH2G9/DxTFFjhRHhksuuST5ffbZZ2PFihVYtGgR/vVf/3XCKi+K8YM/+IM/SH6fddZZOPvss3HyySdj48aNuPDCC1so2fjAddddh+eff76t4kcU7Yes98RnP/vZFkp2bKJdn2vj7Xnhk5fGnJ511lmYN28eLrzwQrzyyis4+eSTx1pMLF26FFu3bsWBAwfwwx/+EGvWrMGmTZvGXI7DgU/mZcuWtd34Hi6OKbe6WbNmoVAopLJ4vP322+jp6WmRVOMP06dPx4c+9CG8/PLL6OnpwcjICHp7e50ydEx7enrEMbf7FPVxyLo2e3p6UsHYlUoF77//vo71YWDJkiWYNWsWXn75ZQA6rllYu3YtHn74YTzxxBM48cQTk+3Nuu99Zbq7uyf0xMux8K6i74l2R57nb7uDP9dagaN5XrQCPnklrFixAgBaNr6lUgmnnHIKzjnnHKxbtw7Lly/HX//1X7ft2AJ+mSW0enwPF8cUOSqVSjjnnHPw2GOPJdviOMZjjz3m+EEqsnHw4EG88sormDdvHs455xx0dHQ4Y7pz507s3r07GdOVK1fiueeecxTQDRs2oLu7OzGxTnQsXrwYPT09zjj29fXh6aefdsaxt7cXW7ZsSco8/vjjiOM4ebCsXLkSTz75JMrlclJmw4YNWLp06THt+nU4eOONN/Dee+9h3rx5AHRcJRhjsHbtWjz44IN4/PHHUy6FzbrvV65c6dRhy0z05/Gx8K6i74l2R57nb7uDP9fGEs14XowlGskrYevWrQDQNtdzHMcYHh5uu7HNgpVZQruNb0O0OCFE0/HAAw+Yzs5Oc//995vt27ebz33uc2b69OlORiWFixtvvNFs3LjR7Nq1y/z85z83q1atMrNmzTL79+83xhjz+c9/3ixcuNA8/vjj5plnnjErV640K1euTI6vVCrmzDPPNBdddJHZunWrefTRR83s2bPNrbfe2qoutQT9/f3m2WefNc8++6wBYO655x7z7LPPmtdff90YY8xdd91lpk+fbh566CGzbds2c9lll5nFixebwcHBpI6LL77Y/NZv/ZZ5+umnzVNPPWVOPfVUc+WVVyb7e3t7zdy5c80f/uEfmueff9488MADpqury3z3u98d8/6OFbLGtb+/33z5y182mzdvNrt27TI/+9nPzEc+8hFz6qmnmqGhoaQOHVcX1157rZk2bZrZuHGj2bt3b/I5dOhQUqYZ9/2rr75qurq6zE033WRefPFFs379elMoFMyjjz46pv1tR4y3d1Wj90Sr0Yznb7vIm/e5NlZoxvOineR9+eWXzde//nXzzDPPmF27dpmHHnrILFmyxFxwwQUtkfeWW24xmzZtMrt27TLbtm0zt9xyiwmCwPzHf/yHMaa9xjaPzO02vkeCY44cGWPMt7/9bbNw4UJTKpXMeeedZ375y1+2WqS2xhVXXGHmzZtnSqWSOeGEE8wVV1xhXn755WT/4OCg+cIXvmBmzJhhurq6zO///u+bvXv3OnW89tpr5pJLLjGTJ082s2bNMjfeeKMpl8tj3ZWW4oknnjAAUp81a9YYY6rpZL/2ta+ZuXPnms7OTnPhhReanTt3OnW899575sorrzRTpkwx3d3d5uqrrzb9/f1Omd/85jfmt3/7t01nZ6c54YQTzF133TVWXWwJssb10KFD5qKLLjKzZ882HR0dZtGiReaaa65JKZg6ri6k8QRg/vEf/zEp06z7/oknnjAf/vCHTalUMkuWLHHamOgYT++qRu+JVqMZz992kTfvc22s0KznRbvIu3v3bnPBBReYmTNnms7OTnPKKaeYm266yRw4cKAl8v7xH/+xWbRokSmVSmb27NnmwgsvTIiRMe01thZZMrfb+B4JAmOMGS2rlEKhUCgUCoVCoVCMFxxTMUcKhUKhUCgUCoVCcaRQcqRQKBQKhUKhUCgUUHKkUCgUCoVCoVAoFACUHCkUCoVCoVAoFAoFACVHCoVCoVAoFAqFQgFAyZFCoVAoFAqFQqFQAFBypFAoFAqFQqFQKBQAlBwpFAqFQqFQKBQKBQAlRwqFQqFQKBQKhUIBQMmRQqFQKBQKhUKhUABQcqRQKBQKhUKhUCgUAJQcKRQKhUKhUCgUCgUA4P8DB0hbfI8lA1AAAAAASUVORK5CYII=", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "#Display the image, and zoom on one spot\n", "fig,ax = subplots(1, 2, figsize=(10,5))\n", "ax[0].imshow(img, interpolation=\"nearest\", origin=\"lower\")\n", "#Zoom into a spot in the middle of the image, where the distortion is expected to be minimal\n", "ax[1].imshow(img[1060:1100,1040:1080], interpolation=\"nearest\", origin=\"lower\")\n", "ax[1].set_title(\"Zoom one point in the center\")\n", "pass" ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "#Look at the profile of the peak to measure the width (it is expected to be a crenel)\n", "fig,ax = subplots()\n", "ax.plot(img[1060+25,1040:1060])\n", "pass" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Let's look at one spot, in the center of the image: it is circular and is slightly larger than 10 pixels.\n", "We will define a convolution kernel of size 11x11 of circular shape with sharp borders as this is what a perfect spot is expected to look like. The kernel is normalized in such a way it does not modify the average intensity of the image\n", "\n", "Now convolve the image with this circular kernel using scipy.signal (in direct space: the kernel is small and performance does not really matter here). \n", "\n", "It is important to have an odd size for the kernel for convolution as an even shape would induce an offset of 1/2 pixel in the located peak-position." ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "size = 11 #Odd of course\n", "center = (size-1)//2\n", "y, x = numpy.ogrid[-center:center+1,-center:center+1]\n", "r2 = x*x + y*y\n", "kernel = (r2<=(center+0.5)**2).astype(float)\n", "kernel /= kernel.sum()\n", "\n", "fig,ax = subplots()\n", "ax.imshow(kernel, interpolation=\"nearest\", origin=\"lower\")\n", "pass" ] }, { "cell_type": "code", "execution_count": 6, "metadata": {}, "outputs": [], "source": [ "from scipy import ndimage, signal" ] }, { "cell_type": "code", "execution_count": 7, "metadata": {}, "outputs": [], "source": [ "cnv = signal.convolve2d(img, kernel, mode=\"same\")" ] }, { "cell_type": "code", "execution_count": 8, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "(2048, 2048) (2048, 2048)\n" ] } ], "source": [ "#Check that size is unchanged.\n", "print(img.shape, cnv.shape) " ] }, { "cell_type": "code", "execution_count": 9, "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "#Check the image still looks the same. it is just supposed to be smoother.\n", "\n", "fig,ax = subplots(1,2, figsize=(10,5))\n", "ax[0].imshow(cnv, interpolation=\"nearest\", origin=\"lower\")\n", "#Zoom into a spot in the middle of the image, where the distortion is expected to be minimal\n", "ax[1].imshow(cnv[1060:1100,1040:1080], interpolation=\"nearest\", origin=\"lower\")\n", "ax[1].set_title(\"Zoom one point in the center\")\n", "pass" ] }, { "cell_type": "code", "execution_count": 10, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 10, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "#Zoom into the very same spot to ensure it is smoother\n", "fig,ax = subplots()\n", "ax.imshow(cnv[1060:1100,1040:1080], interpolation=\"nearest\", origin=\"lower\")" ] }, { "cell_type": "code", "execution_count": 11, "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# and here again the same profile:\n", "fig, ax = subplots() \n", "ax.plot(cnv[1060+25,1030:1070])\n", "pass\n", "# the peak got broader (2x) but much smoother on the top: this is what we are interrested in." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "After convolution with a pattern of the same shape as the hole, the peak center is located with a sub-pixel resolution.\n", "The peak has a full size of 30 pixels in 1 dimension.\n", "\n", "All peak positions will be extracted using the pyFAI inverse watershed algorithm. \n", "Once all regions are segmented, the ones too small are sieved out and the remaining ones are classifies according to their peak intensity using an histogram. As intensity vary a lot, this histogram it is done on the log-scale of the intensity." ] }, { "cell_type": "code", "execution_count": 12, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Number of points in the kernel: 97\n" ] } ], "source": [ "mini = (kernel>0).sum()\n", "print(\"Number of points in the kernel: %s\"%mini)" ] }, { "cell_type": "code", "execution_count": 13, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Number of region segmented: 79513\n", "Number of large enough regions : 8443\n" ] } ], "source": [ "try: #depends if the version of pyFAI you are using\n", " from pyFAI.watershed import InverseWatershed\n", "except:\n", " from pyFAI.ext.watershed import InverseWatershed\n", " #Version of pyFAI newer than feb 2016\n", "iw = InverseWatershed(cnv)\n", "iw.init()\n", "iw.merge_singleton()\n", "all_regions = set(iw.regions.values())\n", "regions = [i for i in all_regions if i.size>mini]\n", "\n", "print(\"Number of region segmented: %s\"%len(all_regions))\n", "print(\"Number of large enough regions : %s\"%len(regions))" ] }, { "cell_type": "code", "execution_count": 14, "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "s = [i.maxi for i in regions]\n", "\n", "fig, ax = subplots()\n", "ax.hist(numpy.log10(s), 20)\n", "pass\n", "#Look for the maximum value in each region to be able to segment accordingly" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "There are clearly 3 groups of very different intensity, well segregated:\n", "\n", "* around $10^{2.1}$ (~125), those are the peaks where no tapper brings light\n", "* around $10^{3.4}$ (~2500), those are segmented region in the background\n", "* above $10^{3.9}$ (~8000), those are actual peaks, we are looking for.\n", "\n", "We retain all peaks >$10^{3.5}$" ] }, { "cell_type": "code", "execution_count": 15, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Number of remaining peaks: 438\n" ] } ], "source": [ "peaks = [(i.index//img.shape[-1], i.index%img.shape[-1]) for i in regions if (i.maxi)>10**3.5]\n", "print(\"Number of remaining peaks: %s\"%len(peaks))" ] }, { "cell_type": "code", "execution_count": 16, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Raw peak coordinate:\n", "[(1751, 2023), (803, 155), (805, 59), (1754, 1930), (1757, 1836), (1762, 1645), (1764, 1548), (1766, 1451), (1768, 81), (1768, 1353)]\n" ] }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fix, ax = subplots()\n", "ax.imshow(img, interpolation=\"nearest\", origin=\"lower\")\n", "peaks_raw = numpy.array(peaks)\n", "ax.plot(peaks_raw[:,1], peaks_raw[:, 0], \"or\")\n", "ax.set_xlim(0,2048)\n", "ax.set_ylim(0,2048)\n", "ax.set_title(\"Extracted peak position (raw)\")\n", "print(\"Raw peak coordinate:\")\n", "print(peaks[:10])" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Precise peak extraction is performed using a second order tailor expansion" ] }, { "cell_type": "code", "execution_count": 17, "metadata": {}, "outputs": [], "source": [ "try:\n", " from pyFAI.bilinear import Bilinear\n", "except:\n", " from pyFAI.ext.bilinear import Bilinear\n", "bl = Bilinear(cnv)" ] }, { "cell_type": "code", "execution_count": 18, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Refined peak coordinate:\n", "[(1750.8550144135952, 2022.9110907316208), (802.698259562254, 154.98702269326895), (805.1532948613167, 58.93020852655172), (1754.449770539999, 1929.8420413434505), (1757.2999721467495, 1836.1403624415398), (1762.0862820148468, 1644.8690861612558), (1764.4117595255375, 1548.0703869313002), (1766.1400215476751, 1450.5242186784744), (1767.9825279358774, 80.50364765524864), (1767.6246085166931, 1352.6462397575378)]\n" ] }, { "data": { "image/png": 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6U9gEx0vA59vAwADWrVuHffbZB1prPPbYY8G92bNn48EHHwTgzcslS5bgtNNOw/jx44PrDz74IAqFAnbbbbfUNEk47bTTjPXez372s6ipqQnG3GuBxYsX47nnnsMnP/lJrF+/PuiHgYEBvO9978OiRYsM97TWOrUVCAD/9V//Zfy/88474boujjvuOKPfOzs7sdNOOwV8ZlNg7ty5xnoheUpo/Kata6VSwT333INjjjkG2267bYBvl112iYxjAhr70mOYBG8qd+i73vWuVBtjzj//fPzsZz/D3/72N1x11VXYddddM71nypQp1kXfp556Cl/5yldw//33o1QqGff6+voAAC+88AIAbPJke+6559DX14eJEyda79MiNcWA7bTTTsb9CRMmxDJBG8jyAPC2t70NP//5zwEAzz//PLTWuPjii3HxxRfH0jRlypRgB9m3v/1tLFu2zFgrtbnxzjrrLAwPD+Oxxx7DzJkzU9Nso1sphR133DFYe6H22XnnnSNlZ8yYEbjK6uvr8fWvfx3nnnsuJk2ahPe85z046qijcOKJJ6KzszMTTXHw8ssvY/LkyYbQBrzJzGkl4BOeoL29PbWQ1mKdkcC2s/q5557D448/jgkTJljL8PHW1dWFlpYW476tfbNCTU0Nttlmm8j1V155BZdccgl+/etfR+pO8w3wmOx3v/tdPP/883jhhReglMJ73/veQDieeuqpePDBB7HvvvsGStqmgBxzLS0t6Orqiqz3bQo899xzAGB1LxP09fVlmtscZN8/99xz0Fpb5z/w2jZ3yfFLNFMfpq3ryMgIhoaGrDTuvPPOVuWDxn4W9/SbSgimhRdffDFo6CeeeCJzeduOuWKxiAMOOAD5fB6XX345pk+fjoaGBvzrX//CBRdc8LptiXddFxMnTsQdd9xhvR/HrDYXUL3OO++8WO2Ltk1fddVVuPjii/GZz3wGX/va19DR0QHHcXDWWWdZ2+dDH/oQfvazn+Gaa67BT37yk9fEoF4LnHXWWTj66KNx991345577sHFF1+Mq6++Gvfffz/23nvvLU5PLpezXo8TbgSkaMQJS9u4dl0X73//+/GlL33JWuZtb3tb4jtfD+AeBIJKpYL3v//96OnpwQUXXIAZM2agubkZK1aswJw5c4zxRBs9Fi1ahBdffBFvf/vb0dzcjNmzZ+O///u/0d/fj8ceewxXXnnlZq+LhDhmLDfTUX2uu+66WI+IVECygOx713WhlMIf/vAH63h7Le+qNn7T1nVkZCTzu2nsjx8/PnWZt5wQdF0Xc+bMQT6fx1lnnYWrrroKxx57rLFTbFMWsRcuXIj169fjzjvvxP777x9cX7ZsmfEcubGefPJJHHLIIbH44miYPn067rvvPuy7776J29cpEPq5557DDjvsEFxfu3ZtJrceKQsc/v3vfwcbQgh3bW1tYn0A4Be/+AUOOugg/PCHPzSuF4tF66A85phjcOihh2LOnDlobW3Fd77znU2mW2uN559/Pli0p/Z59tlncfDBBxvPPvvss5FA8unTp+Pcc8/Fueeei+eeew577bUXvvGNb+D//b//Z31/ljG03Xbb4b777sOGDRsMa5Bc6K9XUPuMGTMARMdkEkyfPh39/f1V+3a77bbDn//8Z/T39xsM8tlnn900YqvAE088gX//+9/48Y9/jBNPPDG4fu+990ae3XbbbbHtttviwQcfxIsvvhi43/bff3+cc845WLBgASqVijFvNwWee+45HHTQQcH//v5+rFq1CkcccURsGbKC5C5aaf0T38jn81X74vWA6dOnQ2uNadOmbRFFR74bqF7XCRMmoLGx0cqj4sYdjX3ysqSBN9WaYBr45je/iYcffhi33HILvva1r2GfffbBZz/7WcNHTDEytu3dcUDaDdfGN27cGDmm5+1vfzumTZuGG264IYKfl42j4bjjjkOlUsHXvva1CA3lcjl4/pBDDkFtbS1uuukmAy/t5ksLd999txEy8Le//Q2PPvooDj/8cADAxIkTceCBB+J73/uedcv72rVrg9+5XC5irSxYsCASksDhxBNPxH//93/ju9/9Li644ILUdNOuVoJf/OIXWLVqVUD3O97xDkycOBHf/e53DY3yD3/4A5555hkceeSRALxt7/KEienTp6O1tTVRE80yho444ghUKhX8z//8j3H9W9/6FpRSAc2vFaZMmYKpU6emOt6L4LjjjsMjjzyCe+65J3KvWCyiXC4D8OpQLpcNRaVSqeCmm26KlMsSIhEHtvmmtQ7CjCTMnj0b999/P/72t78FQnCvvfZCa2srrrnmGjQ2NmLWrFmbTA8A3HLLLRgdHQ3+f+c730G5XE7sP2L4tLYKeO0mT12ZNWsWpk+fjuuvvx79/f0RPHyeAelDJOLgIx/5CHK5HC677LLInNVaB+vLmwPS1jWXy+Gwww7D3XffbdT1mWeesY5XAPjnP/8ZuMPTwpvKEvzDH/4QaM8c9tlnH+ywww545plncPHFF2POnDk4+uijAXjb5Pfaay987nOfC9a5pk+fjkKhgO9+97tobW1Fc3Mz3v3ud1vXTPg72tvbcdJJJ+ELX/gClFK4/fbbIwPIcRx85zvfwdFHH4299toLc+fORVdXF5YuXYqnnnoq6DyakF/4whdw2GGHIZfL4fjjj8cBBxyA008/HVdffTUWL16MQw89FLW1tXjuueewYMEC3HjjjTj22GMxYcIEnHfeebj66qtx1FFH4YgjjsBjjz2GP/zhD5lcATvuuCP2228/fPazn8XIyAhuuOEGjBs3znCP3Xzzzdhvv/2w++6749RTT8UOO+yA1atX45FHHsHy5cuDOMCjjjoKl19+OebOnYt99tkHTzzxBO644w7DUrXB5z//eZRKJXz5y19GW1tbEJeZBB0dHdhvv/0wd+5crF69GjfccAN23HFHnHrqqQA8y/XrX/865s6diwMOOACf+MQnghCJ7bffHmeffTYAz+p93/veh+OOOw677rorampqcNddd2H16tU4/vjjY9+fZQwdffTROOigg/DlL38ZL730Evbcc0/86U9/wq9+9SucddZZxiaY1wof+tCHcNddd0FrncpaPf/88/HrX/8aRx11FObMmYNZs2ZhYGAATzzxBH7xi1/gpZdewvjx43H00Udj3333xYUXXoiXXnoJu+66K+68805jbY4ga4iEDWbMmIHp06fjvPPOw4oVK5DP5/HLX/4y1ssxe/Zs3HHHHVBKBe7RXC6HffbZB/fccw8OPPDAyDr/pZdeissuuwwPPPBAqjMwN27cGIyVZ599Ft/+9rex33774YMf/GBsmZkzZ+I973kP5s2bh56eHnR0dOBnP/tZoFwQOI6DH/zgBzj88MMxc+ZMzJ07F1OmTMGKFSvwwAMPIJ/P4ze/+U3wfNYQCQnTp0/HFVdcgXnz5uGll17CMcccg9bWVixbtgx33XUXTjvtNJx33nmbhLsaZKnrZZddhj/+8Y+YPXs2Pve5z6FcLuOmm27CzJkzjdhQgnvvvRf77rtvYihRBFLvI30DISlEAv727HK5rN/5znfqbbbZRheLRaM8bdGdP39+cO1Xv/qV3nXXXXVNTY2xxfuAAw7QM2fOtNLx17/+Vb/nPe/RjY2NevLkyfpLX/qSvueee4ytzgQPPfSQfv/7369bW1t1c3Oz3mOPPYwt7uVyWZ955pl6woQJWikV2e57yy236FmzZunGxkbd2tqqd999d/2lL31Jr1y5MnimUqnoyy67THd1denGxkZ94IEH6ieffFJvt912qUMkrrvuOv2Nb3xDT506VdfX1+vZs2dbt5G/8MIL+sQTT9SdnZ26trZWT5kyRR911FH6F7/4RfDM8PCwPvfccwN69t13X/3II4/EbqVesGCB8Y4vfelLGoD+n//5n1i6qez//u//6nnz5umJEyfqxsZGfeSRRxrbqAnmz5+v9957b11fX687Ojr0pz71KSMkZN26dfqMM87QM2bM0M3NzbqtrU2/+93v1j//+c8NPLIOWsePIRkiobXWGzZs0GeffbaePHmyrq2t1TvttJO+7rrrjC3iWntb388444xIPdL0qdZa/+tf/9IA9IMPPhgpf+SRR1rLbNiwQc+bN0/vuOOOuq6uTo8fP17vs88++vrrrzdCAtavX69POOEEnc/ndVtbmz7hhBP0Y4899ppDJJqbm633nn76aX3IIYfolpYWPX78eH3qqacG4SIyNOWpp54KtudzuOKKKzQAffHFF0fwn3vuuVopFYRRxAHxn7/85S/6tNNO0+3t7bqlpUV/6lOf0uvXrzeetY2TF154QR9yyCG6vr5eT5o0SV900UX63nvvtfKNxx57TH/kIx/R48aN0/X19Xq77bbTxx13nP7zn/9sPIeMIRIyvIHgl7/8pd5vv/10c3Ozbm5u1jNmzNBnnHGGfvbZZ6viSDuvaTzIPktb17/85S961qxZuq6uTu+www76u9/9bkATh2KxqOvq6vQPfvCDqu3CQWldZbV9DN6S8NJLL2HatGm47rrrNpvGtzlg4cKFOOigg7BgwQIce+yxbzQ5/5Hwvve9D5MnT7YexDAGIbzrXe/CdtttFwTej8GbG2644QZce+21eOGFFzIdB/iWWxMcgzHY2uGqq67C/Pnzt0gqpTcrlEolLFmyBJdffvkbTcoYvA4wOjqKb37zm/jKV76S+TzcN9Wa4BiMwRhUh3e/+92Zjs7bGiGfz2/SFvwx+M+E2traTd4oNGYJjsEYjMEYjMFWC2NrgmMwBmMwBmOw1cKYJTgGYzAGYzAGWy2MCcExGIMxGIMx2GrhLbsxxnVdrFy5Eq2tra9Lrq8xGIMxGIMx2HKgtcaGDRswefLkzXqu8FtWCK5cuRJTp059o8kYgzEYgzEYg9cAr776qjXLyOsFb1khSAcV74cjUINNTwsyBgJeb6taOYB2w9+R28p+zwnpUArQOoE00iKV8n67LlQu5+FQjlnQyYX4XR28h7wJtI9MOQ6gdeLxZFprKMeB9k/Nl8/xsgFe9kwsbqpwAljL0n9ZVimTRo7fds+Gg7/XbxsrcJr8Zwxa2bt5m8i2ku0W0Ad7W9rwyd8AjD6P/Hf955yYgeYyPBJHWuBzQcdkpnFdr514P7ksK4XrjUu4rjdGRytQtTnvv3xd2M1ml9lottCjs9QtBT5OVBmjeAi/j6Qge73hLSsEaQLUoBY16k0oBDeXC9ciaLzLkmH6zxnCxkKT4wTCJbhfW0MFYnFZaRACIO69ARO0CQPBwBNBMmHJoGuqSVcTT+xzvMkJX1oa5XuSnvcFvCxD9dODQ1DNTSYexwEqFa+utvIAoGLem6UuNtrjrjkWnLZ3JL1fayCX8+pm1EUlcH4AOSpOAo+NP3uGoPCVcKFy5vzSWkPlmHAWQjZJmNvKRIQ2QZIA1q7XFoSHntVulB/YBFPFBXi94tpP4rfhJAFt0O4Ja7gudMWFLo96/4PXbN7lrLesEKwKb/Q6YYwwMh9R/E/4O04wCYtHKeUNfkcweJoQHFecllupALlcRHsGotZGklUUmTA25sfuqQTmp6ox3lwunFi29qlUQk0aMZOMWya8PAkJwuW64ftsIAULWaNUltfR9j4OVCf5PnoHp811TavXdT0ByEG2YUx567P8d5KgoutJ/c3BhtNiJVr/SzxkMfH3xdVD4EmtZHHhlWPzj66BXuvPDSYQlRzT7FnA8zYoAMiFcy9QaKQl6yi7gHQU4MYooVw5pflvu1YjxqECE6BsHOaC2ppCk7RArYFc2CYG+MJauRqV/oqHdwsF72Vabbz66qvxzne+E62trZg4cSKOOeaYSF6n4eFhnHHGGRg3bhxaWlrw0Y9+FKtXrzaeeeWVV3DkkUeiqakJEydOxPnnnx85VX3hwoV4+9vfjvr6euy4446bfBq9ATSwlfLdYPEflctFPzW14aeuLvg49fXhp7HR+zQ1wWlpgdPSglxbHrlCAbmOdu8zrgO5joL3GdcRfiaMC78njIPT3g5nXIf33VGAU2gLvnPtBeTaC1BteTiFNqi2PFRrC1RrC5zWFjjNTUBjA1R9HVRtLVRNTfhRCirneB9f4ET+K28SqJoaz70Fb8Ipsvwg3GNA8JzR1vRbtn9S3zhO+Il53qoNax0KDkZnBHK58Dkqwz90nUBeJyEkrQz+bvpIYQV45UjIED22epJgYwIucHNJeiVwWqTgpjbmyU8Dy8diDRJt1G78nbLPYxKqRiBuHHB6uACUqZWkMLLVhX7zccTfa7Mk5X26zvHJ+zbaxX2paCVZN8H8E+XpE3ENMy9MUBZIVnQd5QkdElZ0jT9P19jzIUFO+E2fXM7/tvBUjzhvuUH2hVLh0oSjol6pzQyZLMG//OUvOOOMM/DOd74T5XIZF110EQ499FA8/fTTQX61s88+G7/73e+wYMECtLW14fOf/zw+8pGP4K9//SsAL5fWkUceic7OTjz88MNYtWoVTjzxRNTW1uKqq64C4CVGPPLII/Ff//VfuOOOO/DnP/8Zp5xyCrq6umKzmyeCL/Q8YeYEkzkYLDaLK6I1WTqGJoRNewKibggwzS3OLWK4X2K+DbLsAgm0NkN08jokWWS8fF1t1CLg9bbhkPjirBbJnPk1bn3EWFmqpsZzn7hu8DvQ/rkAAMzy8t1Uhj9PdNPz0pKT7elby4ZFlUQDxy2B0yDbh+oty3LBZLNeeLtyeqh9iSb+jKy3pIn/5+1p62veh0kuTNkvBLlc8Hw4Z4WVyi1/OR7jrFlpYSZZnZImeY3XK0m4s+d1Jeo+jQhcxFiNSgFUXtAZunKVUY5bod7/XIAvsDCTzCIbb+QuUG5Nct7Hy0oXrGb97QAQeuWWgNd0YszatWsxceJE/OUvf8H++++Pvr4+TJgwAT/96U+DE/6XLl2KXXbZBY888gje85734A9/+AOOOuoorFy5EpMmTQKAIKHq2rVrUVdXhwsuuAC/+93v8OSTTwbvOv7441EsFvHHP/4xFW2lUgltbW04EB9CjVMHVVMLp7kx0Da82se4ByTYNBOL+5ALuMjg9sHQ4vgkiNM+kzRPPuksk1C7brhJIUHYxTIi+g9EmR8XXHSfcPFrtOZE9NqYfJr3xP2Ouy/xynfGled08zK2+sbhTsJlu0b9JvFL+m102N5tqzsJIxpDtjrHlbW9O87dbGujaq5iPuar9TEfY/JaFqhWJsndHqdE2q7L98j5nCQ4bayZCefIJiT/XtXNWsyKjGwEAuNjWaDaBiJam7TxWG5hVly4/QPQ5VGU3Y1YiF+hr68P+Xw+Gz0ZIEnuVwVKqNnR0QHAy+o7OjqKQw45JHhmxowZ2HbbbfHII48AAB555BHsvvvugQAEgMMOOwylUglPPfVU8AzHQc8QDhuMjIygVCoZHwOYuR2a5cyEt2k5lh1egbvBUVH3oQ+JApAxF1XDMrFzTdRmWfF7/Jm4byB8l5wQ9C7pEgPsmr5kunEuxxgmpuUkl+tXJADiLCj5bqKZu/Ak0+au0aR6kHCQ9RduSIMmWz0IN3e1SoFgo4FotV23CcA4OiTYcNkEIP3O5ZLbIc5NanPL2vrSNn7oGXJncqFHbcKf4+0rrXNePw7V1h7pGelClc8kXad7tue5RSm+tQ0f0WJReLW4Ll2msXUNbpv3iY8Fv2Oek/ftG+Ri+CaQLAD/A2CTqXJdF2eddRb23Xdf7LbbbgCA7u5u1NXVoVAoGM9OmjQJ3d3dwTNcANJ9upf0TKlUwtDQkJWeq6++Gm1tbcHHiBFUTtjhytJZTijUrPf8b6PzY7YGK5sAi7un2a5EizvT+B0z8bRkTEmMVK5BJTB5PTpqx8EFFtfiCSyCRtmYIGd0nJnS/WrWANWD1tdsdbS1A2e8dL1SsbcbCQbuHuR02WiW64T8nTZhwe9zV2BcP9I4sblDZRmCOIuHv7dSsSsVUujEWXbS7cjHhWyzOFr42OFWK78vLVjer9y1a1MA6ZpUkOi5JCFX7RmphErXqvzmVlyS8GJ8IXHTGbfuYmiSyjrHyTfa2J4LPFzVaCGQQjFJAEbc9xmt+tcImywEzzjjDDz55JP42c9+9nrSs8kwb9489PX1BZ9XX33VfMBwP8VbakBoyfEBYbgIlCcwY10GUtglTYY4Vyen28YUidY44cEnOj1jW7fhwBiMqq01r9uERxJDk+WoTFwd+fNcaHCctvJJFoztPYSDCyspIDmzlM9w3NK6le0s62173vacfA//z614GyOWwpLqmiQ05W8OUjDGuWlpXZToonfb+kO2lU1gknIk24f3la2NSKlJcsGSwJb9YlFSjTawPcPuk0Ia8XzQvSQ8NuFK1/1PLL9hXqSAV1XcCP02urzX2AVf5BmfL2qiJU2MIK0V8o03gPidcjPVZoJNCpH4/Oc/j9/+9rdYtGiREcnf2dmJjRs3olgsGtbg6tWr0dnZGTzzt7/9zcBHu0f5M3JH6erVq5HP52MTJtbX16O+vr468XyBtoLI9v/gMYt7IKJFSRcMH7T0W2h/iVqm7T9NZtrWT8A3G9A9PrH5DkQbgwaiDIWuSTcef1aCxG1jlP515WrkB9qBciOQ60epqQhtWN9CGFq0feVq5Ac7PBw1Qyi1FKERI2gFPXp0FMofIwoK+VIbUGny8DT3Qkvrg9qR8BIuskCpTv0FD09u0KPHhkdaeuwZrRWKIztgwkgFXViFfP1LeKZ+ElzZF3F183EFtJQbPVqaeqBrctF3c1cj4WXXFRTy/Xmg3Oy1DeGx9KkBQmnw6GkDKi1h2wQbJhLGlXSrc5DXtI5uNOI4+byJG+dxAtNm3fH//Dny6jgOlKXvFS+fxBeqrANG6ImhjZR0vuklElrE1xYFv5OKvwzN8OqlUHVN0WbVcS+b3EzzBkAmIai1xplnnom77roLCxcuxLRp04z7s2bNQm1tLf785z/jox/9KADg2WefxSuvvIL3vve9AID3vve9uPLKK7FmzRpMnDgRAHDvvfcin89j1113DZ75/e9/b+C+9957AxyZIKJZ+b5ptnNJLhYnxfD4D5nfAW5mKVZc5IfafUYy4DF8PiCSBCKhJGbEmYgteMbGNGgylCue0Kg0hYInWMC2CCubO9PVocAg5kqCRzLFGA29UJyIRf0nYSVCpWlyaTn2b/kxioU1JnPmGjpr40KpMx5HvttsE2lJOk4gAK209Pl42teaSoykhSwNrVHonYBFA3Pi6SFBJ5kY+909tAde7P0gSu6E4No2G17F5c6FWN5exMONO5rtK3/7AiCxfXnbcMuO18u/ntjGhTXh+yWItq5KjxR+XFhxoV+phMKUhDIXpjbg3hCaB1BMWWHzgCw02xySyqxSpoKQG0Cp2cfDx68S85xbgfKeBC7UbPxFCkCJl9c5wXWpXdd+PYH3WU/nccL/EUFpEZCbfJLOZoRMu0M/97nP4ac//Sl+9atfYeeddw6ut7W1BRbaZz/7Wfz+97/Hbbfdhnw+jzPPPBMA8PDDDwPwQiT22msvTJ48Gddeey26u7txwgkn4JRTTjFCJHbbbTecccYZ+MxnPoP7778fX/jCF/C73/0udYhEsDtUHYMapx5OYwNUYwOM3aG8IVS4s9NRCvnB9pDpNxehVfCg9x3n2gBQ6JsUZY5Yjv2bb0OxbXVY3jag/WuxOJpuRbFjnX2NRlgOViYt6eBgcfkl1qV9bRSHxUIoFCdifv88X3yH95QfaPvx5quiuLj7VevqOFqu9ph0nKVLbZIGDwnCOFAKhd4J6ejxn7fh6x7YHYt7TwagrTgW4Fg8PW4kKgjFGEzdNgm0AN54mT9wUfW24WuoFosyVduQYI7zOPh1tQpTWIS7DY8vfAobuuw4mm/zcHDhGyfgXdejZXCufU7K+RSnOCvlezMKoYLc2Gt6RFj/WI+UIxwDBZNHSb6WYFXGHVXH3xsWCQ0EGacoIVacyN2jcidp8FwFemAQ7sjIFtsdmkkIxlX81ltvxZw5cwB4wfLnnnsu/vd//xcjIyM47LDD8O1vfztwdQLAyy+/jM9+9rNYuHAhmpubcdJJJ+Gaa65BTU1omC5cuBBnn302nn76aWyzzTa4+OKLg3ekgYgQbG7y4t742ZCIdnChb1L8QC+siXeJ+FDom5TMSJquDBmSBKaNV2VGXJu2CMSqdMQxIo6j1JmeuUo66FlXY8nKL2ElJhs4OK4urMCek6+LTuLXEQcAKA0sWXF+OjyW+CvvIc/Kz0SPhcFrlcNfVn0Vw25bLI5tsByPOrvjlMknwYUymRVzMb8ubZMWT+fXQzwWV+ZrokdYu6nGMFdYLOOvqoJA89G3Oo0d3EypTKXIcUEo3Y7VlFubYhrj7owVxoQjjqULYac0fGHsCdK+xp7gpJe4JSC6l7RcJAWorrim0CNvnO10KgC6f8ATgnoUC/Xd/1khEuQqlB8unBoaGnDzzTejp6cHAwMDuPPOOw0BCADbbbcdfv/732NwcBBr167F9ddfbwhAADjwwAPx2GOPYWRkBC+88EImAWgDI5jcMTuQOq3QNwnzB7/sT+AQVmEy5g9+GYW+SV6HyoFJg8DVWDQwJzJRAED7/xcNzoGSBwfR2qJSUBrVcfSf6OGI0VoVVHocgMk8aK0LCov6T6qOw2UTVbpVlUJ+oN2frPahpuFgJaZ6LiZOCxC4oNLjKFjvE+Q3tKXHI5UdGj+VCvL9+fR4yM3GIZdDz8h0DLvtiThexbZ41t0bM4dX+BcZTb4rMN9fSEfLQHtYB7nWpVR6PIMd3oWYNeJMbUNgU57SjuGKG3Vh+v+Vq6uP4cE53hj2x6uqqQnnYxY8Ayd5eIIKqMhvEupW/jJwEQp95o74CA5fSY/lUTYcrCyHQt8kLOm+EPNLV2D+4EWYv+EKPL4mLB+3QzTiLnU1CgPtKJSmoK2/AOVaBKSjADoRzFFsDTfkm4X+dhT6t0VhsMPjS1swnGLLvemNhiQtWCk4Glg0OLfqQHdsfnj/Oz+YkpH056PraZlxFGLdN+kZUT5qTRIdWZgZMQzOzEiglu0bmSJQabG8xF8XSY2jyW6hBwKsKXovDg+ngSs9jmOnNQ4PX4NjzGjETafZrkIXOtzB6MYWoittncqNYTm5pq31prWNBNdN3zblxsTNMZnHsNx0hAwKwmDBrINY10tNC+GRu06RUkEmQRrTT2lxoGLOZY4DSKfsG7iZocAFXKFvEpasnof5G0JBumT1PBT6JkXXI7mRw3aLtpc68fiaizC//wrMH7oI8weuwhNDV6HD3QFbCrYeIehqYyAQqED4pLQ2SKM2bvp4N2Zg+LYdkFkYbLkhLEcQ7BZNy6RbzHdzgZqF0XM6xAYJ1NjjOiOQG4yWJ2ZE99LgkH1MQqNSAWpT0lIzZGrPPIaO05oGD9EgcNWrYioUXViFHqcpjO2UG6pSt29/8FOXy9ExnKWN43YKi/ckAqfbprikngfN0XVo2tGbWrC3hHPAVrdyc3o8gF0xHexIyV8K0ZsZFeS2Yd9a52PFHzvK1dWVfbKOg9eLEAqlvKWSFILUGkrhGyTtCTgW6CvQrqdZ6/l6w1YhBBWZ4NSJtl1JaSeMyyaEtAjrsjOkEK8/cVIz2MGwnBQcWRiaLX4sKw7JxNj/UuN6TMbyYO1EgoKLyXgVpZZi9Kbvliq1FNPjiFmrheOg1NS7abRwK06pbPRI8MdhR8MyNDi9iTim4hXs7DyGpxqmhIIcMCyEUnPaOpWCtlE1NebY3ZQ6ccuftVOppZQNDwl2iS/1PBgw3m8IsrQCmZ6LC5Xg70iDxwZZvRlc6QlwpBTG5eZYRT0/lFLZH2yPRa8qbqplH4dIt5yRnEYYP4JTYml4PWGrEIIBUCyKYwkOTc30B2I3x5QaMzAkAhFEXGrqSYejqWhuZGGTPzUOzqR5aIPjpGeKrX2myw8wzgrVtTXYv+XHQRmJAwD2b/mJuUlCrIVoR6XHIZg7/68dhf2bb0tPi7QqfReVzjnp6eHuS4ZTOcCM9rugoWJxfAtn4Qfts71NMYA1JCB129BGH+H2JnoytTEfb0qFFrvrZsPDQZzMk3r8NRXt3hAgvUBuKoZjVrpoHQelprQKQil+U0pqQTpo9pNxLy2OAfumGsDbBJMGfKOAu0IJUnvNxBo9D59oS2EZd7ONP5sTti4hCBjB8bxzU1sJTb12a0PrdEy2+ccmAxDuF12Tq46j6TYz1k+4MjMze0tYQWocCtH2oDr5zL/YvhYfb7kaXVhpPNaFFeYuVR7fxX8D1XFQiIXcJCF+V8VDO4BtApC5NYvta/Hx5qvi8XSsM9fuuED2r3c2LsFe436EVme9gWMbLMcPnRPw9LiNeLhxundRukKZZVosrKneNlTW5u6jtqmGx7abmNZJWXulamPCI61bX7imFqY1Oft8RMoxTPORp4kS8a6p8UC4qtk8SC1Im4tmPzElqtScEUfkARV6kKqBbxRYIwLSes20abkawjQtji0ArymLxH8y8BCJ2tomOC3NYZ4reQ6oDxSaAIQmORAO9I83XxXGFTGGpMsVqJpQS7dvYX4V+7f8JIxlSwhvAOK2Ur+K/ZtuM5mILYiahThE46MYHRIs8Yb2WMOYutiAMX8v6DnvrZ3QKS3QYVB5HC6Oo1xBfmhceGJM43ro2pqwvC2AWlruWpyuUjOAUuuG0JK0bX6SuIg0DW8dZ7QxrBPPUmJboxQ0aa1QHJ4WnhhTtwzPNHTC5cdJJdFFbaO9HbDGKTiSlkrF3KQgaeRtQzForX1hnKysB8UMSq9EQE9r2N+N60OhxetjixH0/9vjBBPGn1LmKT9+qEXsGKZQI9uc5DQh5kACvIr9m/1DFmLmMi8/f/DLXjMnhWvIdV+Ow99hWhUHEMWjtRcm1H0hVmGyUZ7j6cIK7DHxapEYN4S2/gLmb7jCeo/Dx1u/gmJzL2yhE4WB9hQ4SgDa/rPiBN9MEBGC+ZbQ185ABn/a4wT9ge7H8dAZgUYSWT6plSUgtqVkP+0FsAsxRx7J1R89dUaWtWj7geDhp23EWYAxTCkiMJqK4TFaBMGapsjwwOslmZ9kwNWEoI05SWYshYPtnZI+jsdW1iZcLYLVunEl7h6vO6ed3JPlsnd+a9x7OI44gW2rp8QFmO3OcfNn4oRvXF/GtY2su4028Zwh3OnkJC7c5QHoNhxyDLeUPBdxUuC/bBvXDU+ColOc+JFycWuKDGIV0+Yfhwo2t5BjlPVYHBQnKNuY4UklSNtWx/dtxcXjay6qKkj3nHRN0E+RI9xcjSWr5yXimISl6MbMMSG4qWAVgk4OMkg+AoqfxhBz5JkN+KSjQUy/LS5LA+ie1vZzFeMsRw4x2muccDSYh21zDWAXaHRf3rNYAsb1lMwq+A2EhzLHMfK0120MgdPNjzeTkGB5xQo7m0Dma2c22tJaoFIAEl6Jk79PCk66zi0mSU+avhGCO/bZuPv8mqyjxC8VkjQ4bd6Fap4L+Yxt/sRZrgQ2y5h9GwoyP3rNBvzd7D0RJZt4lK1dLApUoqfJdpqUj4sfKlLVqiWjQXpPfGFIu0PjcByD83AXvjUmBDcVrEKwpgbyPDvjxBibZSd/2/5zIUYDz5ZRnQtGwC4cbYlP+Tvk8/y/7R6B7WzGTYG0jI3eyS2oOO00buJyJpZkyVWjycZkCZIsEg5JllDa+yScuHWV1rKyjcWkd8r32Oplo89GU1w5Kex5Wdn3ElcSTRI4fpsQtIEsI+eo40BvHIWqr4s+A8RutgnuVVNsZb0lP0gLScpZUn8B8WOYbrvaPx4yQZByPGJcxnrNmm5Db747YmjYRE17qdOKYz/1HazBM1vkxJitQwjWN3trgiktwWqDIMjYLidB3IAlsE0a0q6kYIpZZwkgThDyaxKkEOZ4pGC2aeMEcULPdl8KMflMGstNXkti0tUmMC+XZE1y4IJFWnM2wcXfyfvGRrfYVBK5bysn+zuujkC4BkjWJi9je15ruwCT7+H9Gkd7NaEq28q2vi37yDYX+FiNo7MaxD0nFVSOl0OcQOR1tPELLhxt/cHLyLEu7yUp6vw6x8GvgRkDcQqngFCQ0uH6vVYXqBxThvHharTRIf/OAPrq16LcV0LZHdkiQnCTUim96cHV0I4QhCTc6FqCdaH4ROVQTQAKoPdZBSrbnWZ8Ex6xgy0i2GwC1MbY4lxFxGzpt0G4hZlKpkjXOQ7epnxiyLZOsj6orK2fbNfimAGnm7tDy+Vw40i5DMi8inHvkvW2XZP1JZy8DDEgOcakhUfP2axKLijpm8qSII8rJ9vK1pZKmWNJjocYyyHxnhzD3NqT9eJA5bgA5OMxSQBKa87mReH9YFs+SBKycXM6DkhB5X3OhQf1G7VdHL445SbuWYQCy+CJSZY7lXMU+lqKAIqm0CMU5XI056f/PqqbdhSKLb2A2+PffA2eqk2ALfu2NxJ459LuUP7xOzAygHzhCCDU3Dj4EyCS4Z3dA2B1sygSGnIS8clOEznOPcPvxVl1dD0u6zkBn2z0kc/w/5J5c/qTGKN8n7wur1n6xMpgiQ5+Tf7nwJk53eM0ybXCJAVJAhdY8l1xVp6sM8fDn5NZ4G3v5gKL0yHrY1Ms+O5RmyJB13g/S2Fpo4OXSVIY495FwK1x29wBovNUvi9J4Mn71axEPlfkfKzWT3Fzi+7TM3zOGbzMMfvWb1vNBaatz+l5iY+/m0A+J8a9PFLNEKbC+guuu4KXvoFplbZKS1DFdKZ/M3LPsA5jBq2yaY5JmiZ/lt+LW5dIU87mUuXfMgO7tEBj6mAkoKUt88LS1OWyeRIJf4f2d/gFu/PYLlXSCJNca4yJG/kRg2S4jNlKy4kzAMZIzN2CYtcsQU0OKFeiuNhvA0/tUPImB1u9SAHj7UN4lBD0cQqHj0eVK+FuYlkn2RZxAkop6LKLnvLbMFLJoz5XQkf9C1DaDa1m3reEi39zWuOsPUmPzbKSSgQXcNza4+WUsm/4IYgTvnyO2MYwf5fES0mW6Xl6hgtrOS5tFmUcXdXuWSz5gB+RxUZeLptVDoRGAccj+0gqninAtuyklIoae3GplbYAbHVCMNIp/v/ANVlt55bN6hJaY2QbtS0ZbjUr0cqkhYvLBux6JMSCwjSkwIxjFk6V5KiUggbwBCCVE8y6ahJbDnLSMYjF0/qT+Hx5csIqL99dIj2Eoxy/TR1KodAzPoqnKBLQsuet9Ghtp6doaR+bNZyEw9Y2cfXxr3cP7o6lvR/xM1x40JDrxYzCXehsfiJkunE7h7lQdrUf2tAI5HyFhQtcW3mLy15pIF/KmyESPL4UMNcP5eYyx4F2geLIDpgw4qLLXYl8wwo809hlhp3bLD7b8gP9p2vkueH3yY3J57Zck0+axxxPXH/J9UWLV8Fwc8ZZ6/ybfss5FDd+CbdFMMbuu/DvyWTmQZqlLQxbz8aY1hYkBcoDfvxNUgLZagM2TmjIJLQ2VwzTFGOTgNqYa4yrJjahrg1HDGRK1irBb+NUCVapXRLchKnw0CktBBaXaaE4EfM3XJieHps7kehJk+uuiuZctV6t14QxW/R+YQFkamNeLw5KoXtoDyxeOwewJPnVUNhr3K3obHo8ykAFHrhucjLcwpp4K0+2Txo83PIjXMwy7O7fDS/2fQgld0KAYxu8isvVhVjeUQyTFicBeXxgyVBfyzwgche2xftjeDMo1lDmaJQCjtqJgZHlnmIfZQywzV0t2x4IN/txSFmW911Swl267xVVkf9cELrFPoyWh8d2h74W4EKwrqEFqrkJtDtUbogBUiShpaSZNjcbEAjATc5+DnjMI00i0ThB6NP1moQXPVuuYEn3hdWTo0653jxNhE2M1AlWCYecVOTacXW6ZLhTrjetdqHBpk6qu803Qstdbg7KgmfK9dHkvKxuqetFSX4tgiNz25DLWDA2rRUeWXkRSu64WDytznq8d/JVUIopBHJDVNrxx49yk5BF0ZBWrlCkugd3x+L1n4FNsAPAAhyLp8eNRAUhn+OMnkTFMmlN3v+OTarLcVB5HjAvNswkKuy2OD8BgedLI5rlnp95K9s2pp1DxHZxErH64uANEIIxi05vQVAKcTkFU52KTrm+pLvP/6hyJX0SWrl4zrTMVIlEI6lJQkadKgGoDYfQWFOnfqHEsYC5YUNlSNRKB+3KdSqiZSAjHnL3CM02NT0b2kyrQqylZaJHMgtmWabGM9gedSH6v1Pj2NBmur6EG6w4PM23lOLxlNwJKA5PC2kAoicwaWRLxmxjrL6CkGouSH5KQh6eZ21p70cgBSDHcTZuwCm9D8GplM21e27ZwfeKxCXE7Z+HQnEirEC4mIIbi6N3Qijs+I5eDo4THO+YmFjXMlaC/wCU44jEuvMwvxTmA4z0S4LgUhUXbf1taCtODhLrxoHNUqRlqEJ/OwobtkFhcBxU5Jy+zQdbjxCsuLG3Up+KPlgImSObbB6OjIzastCeSWhUKuauMaIjq+AhWuib6pY1WStfJyLIggMwNW8+8UZTpqHhtHBGBnjX0qazITy8bMD0nWz0cOA4nQx4Rhujgot+p8XhNpntKoTqhBHLzmELTNjIrBNOj48vv6EtvVCmstJlqDXyA5uQqUAoPz0bd/TXNuNxvIpt8ay7N2aOdketfn+OZlIsbevruVy2pLq8PgSkKJcr2fFY1gqrJtYtdUbKaikMlZdXcMnqeaEgpcS6lvLeXxV8K6UA16PFTKx7JZ4sXzuWT/B1B3/jhs0VikqGPF3S106CaFOS0DIt0cOfgbmSi4Rrjhx/GhyAiYdvt86aDNcmNLIkn7WtC20KHq5YyMmftk41Q1FXEEHFTU+PTOIrNyekpac2pn2ADCnALAl+2XcXVqVC06XZczaXWJYM9Ulri1nmAtGilBeX5sNIpTUVilXoQke5P1QCaZNXoJymzSzfYVpxHEdqJVm4/YTilNpDM9RuuanTW9k8y70yN7HQtUTreOAiTxCKNUAJ7Ru6YoXxXbjEWub1hq1HCGoXcP30SdLNkDZPFzEtx4laPakTeDKmRYyaBFkWJm3b3elmYNBc8Fg0xdTJWlv7okzVH/il1r6UqV96w/LC9QilsuEhxUK6MrPi4XURVmVqPE29RnsYTF9lSWTbZxeAWqenpbXPu8CVONbW+YaXsA1erZrkN1//kt0iJciiPNlCPQhvFjyMBlVbG/yvd0qpUHRhFXpqWqJWXKBYZlBwpTKZFQdPnCu9K66bQTloDnFwfFpnSKxbCMpI4yFVhnphkUbOEHU1Fg0l49gSsHUIQccB7QwFEPGXp87T1VKMThTCkTrxZjG8KOIHNykZLtc4HSc9jlbBWIVLSuecbDkJpWsMgFbIlvCV42E0aQXs3/qT7LRwerSGrkmRDLf1djNDBlea/E+mRLYEcmOLzpCcl8sZtqYIIHuCXz5eGJ5n6jtxuXNhIp7LnHl4pqEzul7E8KQWyi3FULmQSgKQXglrKYY7MgWejvoX0OD0VhXsOzuP4an6yREagjZKbW0LRZjzitRKslDI5aHzaZPzxj2nVPrEugmZ7LMu/0TWApWqugy1pcTT1iEEpR9aQCqmRsk35TocMcY0yXAp8abE4Q/yVDgksxfala7JpWesrutNMn4cFKtT6kS2BgFMmDlOehy2RXgmWIuFNfh46zXJeGyuPg4VNxlP6zXhrsWg0SxtnaZtaPs+gaujeFwXxY516erF20YIoVRtbGtXBq5ysLy9DwtwLKZghXFvGyzHAhyL5e19cJUTxUW/HSe94sN3qvK23hThLo9Yo/muK5jRfhc0VCyOb+Es/KB9P69egHV9Mr3lXzRvMCU3dZb7/AZxw2yj1Mo2o0VzT4bW6RPr+oI0sptT60QBaT7bHAhAzfdlaJ1eGG9m2DpCJJrboJqaoLhmblsstm479tOLdKyzbnk2IDZOUCTwJLCUB6ok72xbHeJQyh4jpfxAbltdmi0B6kRLzEkdYdAzOzEmLhTB9l8p7wABnvCVnxjD32m4qR0vYJ27u7SfW06e0MItNr4mw/Gy7zBHnR/ITfRwNyp3a3FguLyYr3Zvg0rtEEr167y4MXpOlpFAayZQYb2ojfl45cJPuvRp04T2E/yWWXB6TS72VBEbTfsMPodTex/CUndvrEIXurAKOzuP4Qfts/FwEwsjsPU5q2uhOBGLNpwYHX+tt0cVDRtO/37VRLYqYQz5v7sHd8eLvR804gSn4hVc5szD8nY/TlCEGQWn4/i/C6VOzO+f56GNC6GiWGJhZRNQyEdqHJZDNPgu00Q8PExCtEmaXH5BPkCZWNfH1bahLXVi3T7mueJxgdWT85YwllT3NYBNCBpnhgLW9bDwxJgmoGYwPhmuHKRMiATBsHTai0y8KQWpPELJhoOYtG1iEF5xPZIhXCbUdYRSEMfweVvZrKSYdUXjGVtZzpx5OblLj2vDhCdOQMWBYK7W+0QPx8/pzjnexhgphPh9V4eHcHPtmz9bjXb5TpfhiXs2SRGxPSOVBtZGjlvBzNFV6KgMoCfXjKfqJoeWEoHM9SgFPmBXfBSi7+XlfVr16GiQVDhIDC1PYOJKG68TCTHWB+GJMRV0YRXy9S/hmYbOsF6kTFpOm6F3WE/lsSm4SXHAxYlVk3ZHynHwccfmA5R4hGeGl08tSC1Khqq42QQp9UPFharx27hKcl6gCKB9TAhuKnAhWJ/vAOrrYQTKK2WekhB3hFGMxVf19Bj5bJwFmTTY4+5Vu88ZgXyPZNyk8fLzOzlDkDhtbjD+3yYYqwlO6e6zuTKF1WPFJcvxkA8bPXFWhJwSkj6bEJOCRilvDTpJgBFwwc+v2azjOPolnRJsdY37HWctyjaKoy3JAo5rX37NYrlb+07WleORQfxy/NIz8hD3KngNgUxn15IHIe7MUsErglNnuIILnza54U7OYfbfU9iFoqzdKG+TZf16JibWLayxKjg80w7FKwIxgpQl1iU8lGggwJGQnFejhDEh+BrAEIKFcUBtHVTOCc1xmwDhYQt8IttOgODPy2f4PfmMTI1C1+h9ce5S28SKs+S4K8f2fBKjB6IatXwPf4aX4bjjGKFNiHDBIa0nm6VhK8fb2MYouaUXJzzi6iLpk9Yqr7OjwpjUOLy2dkpqv6Qpyl3GWRQQ+U6bIKK2lPXlz0glgz8v1pitiqOtjWRZ2xioptTw/0nCkZfNkghYvoNDNQVWCkzheo28n6w4gqTzRHmZpPtEiqvZOcf9YWJdics2H7VOTKyb5uQaID4577vxrbHM8q8FDCHYPsFzjQhLcJMhTiDxwR/jz7fiiJs0ca5PCUkWAH+mXA4nlBzYUkgSPpulyK0yyXglw4pjHpwueZ/cjnHPJQmQOBcbp5FDFmFoo1dacXFlbO/iwpnc5RU32jdc2HA8tnaSEFeWaIhzSdsssbh2IDxcAanGiOX7gLA8F0Y2+m19nyR0+Rivlr4rgeFXBZs1mCQQ4/iFFNo2pZzeFeeVimv/YOzkortqZV1tbSHrC4QJA8rRxLrha8Ncg0qOJQCouEZi3aL7KkaGN4wl1X1dQK5lEMQxRDnYqrk94wY5leX349Yb5ESg59IIW047B5vWT0HAxEh4nePwEdPgk1MyJv6+OK2f7pfL0Yku210eTyfrJy0Zjl8qF9I6sdFP627VLA4CuU4XxyBtdZSWoq2sfKdNiCmFSNoZ2zOyz2T9klx3sk9tgpn/5pa2rQ0kXnofF1JKRQUgr5ONLppnsp+kJWtTTCRddD8pvVdcvbQ2c1Byq9Y2b6spvpwfSIHJ21zyKd5usgx/j1RUk5RGm+Lp49M5B30tfYAu+s86gduUUqzxk2KovHGYds5BX2sRlJxX91dR/F9H2HJveiPBYR3APxLktSTLzfZtK8fBJgCTnrPRICcD0Sw2NxjM2XZNvo+3ixQ4SVpwNXwcBzEJAtukk89LhhfHYGmHaJxlJ/FwOpPqxRkpfSqiTzhOzphtjIULeN4/FdcUanznbM5B3Lm3kbaQzFDe52OQrxFxYRHHnKXyJAWPbFfbuAveI9rF1g+87XlZ+SwpccEYE31G9Mv3yH6zCQ9xHm5krNrw8vbhSx68zVw3PPpQ1jlu0x3vs1zOfNamUEpFPI7vSbo5HqFwaj6uGT4tvELEa1VNTfw73eih2oFjspr363WEt74lyEBrDQXEd0rS5hj+TYM3abOL1HalJsqvy/fwCcDfSQOfl+UWmwyXCCvufdssBTnYCZQKtGHlemc5YrQBqB0Od/lJYRknXBwnPkTCBoHV5EQYraq44aaC3CBK+ZKXo84mXHgdRd0UgHxf3txUUJuLWmmSoXNw3TAZboXw+OEjckxIK0Tgc7SLmcPL0VH2d2Q2TAlj8sqV0F1qo8OmxNgUC05H3LNxgk22o2wfKdS5AIewwIGoG1eOQxrbSXWKW2Mk3HLcy/Eu3aPyvlLmvLJlqyfLj56X7lC6z3MLcjcm0cHHi42n2J4hiNvLIIWnbSzzPQm8PKeXtY1yfCuPtxfg7bGQfWQTzEzY8ZA1iiNUOcf7VgpQDmwb819v2DqEoN8BSXmuAPg7v9p9xuinFZFxMgwfgMhgjYQl8PAIOeBt1qUv+Lws4W0ikSgDPvC5+5SYWKXi7UIbaDdjz2QTSMbDmaATE/fIE9DaLCYB1uSzhIPnAJQTVOCy4in5iWN5QHgc4/ZxWmPY+pZj//xPUCxY8u7FKA3WtimyRLbUJtx9KvEB2GfweZzasyiIzXsPVuEc5158n2LziLFTH8v28a95Y48UjUFvk4M8jUcKLsn8lDJjKGv8WMycE2Fkif+VH1/a1wK4TaGCQLTLsjW5cD2U14+UsP42LxazZigcx/JZS1mroha8sya6bijHDG9zy1gy6sJdqPz9JBz52jqz6PTICFR9vfc/SbmWwBTi2N2gfBNNjCIXgBSgMfVUcq7bxpKtHRnI02O06wKOH1AfHIBQZSnqdYK3/sYY5yOo7xgPML+0bTCkyvMF2AemP/gS843lu0OBBSRah4VSZ3wi0bhAY8LpT7TUOOIYGVA9AW3rNeFW6hgmUjW3HOEgF5HsI3+yVcXTdCWK43vCMjGWcKE4EfNLF1SnR7SFXO8q9E5I1zZyrFHYhL82uM/QC9h1XS3Owo1YjqnBY9vgVdyAL+LpcRtDQcg1a+EusioIYALZJsw5LmrnvkmWIHc2D2ybX3jfUfvE0dMSc1gD4ajJGZZcYlJdedoQn6NaR4SSKleQHxpnKoUyx6K0dgnI4gkUBKac5pzo2LcpYOy6VVm2eUa4JUp143Wla/5/Xa5A1dVGn+EgLbMkZYLV3VYPaz19oWZNVmDBZYigSsWzAMtljPSuHUuq+1rAEILjJnjpTLilwTo7cyJby1phpoS6XNPjg8jNmFSXM6DgQZUu07hMqismQqaEuHLykiWggSXLz9u05LNskqmKmy2JLaPBoAfAklfOzYaH14mey5LIltdLbKhxoHHsinU42b09tq9+6JyAX0weB9ex7GrMKpBZGVvdUmW553g4E2TCtCqexq+hOK7HzhiZElRYP676XJCeBNsYqiZMmbISBOlb2qhqUl3AFMQSkjwIXFkmsO0BYNfNeMOBaHiDTzf37AR4uLXOk+pyHHHCT95TKro2aZBgnhualH0+EEflMkZ61mGhe+dYUt3XBZTJfAAEFlnq5J1UngYlW6/LlFCX77bk9ADZkury9QQgEIiq4qajRYdlAjoYLZuUzy2oiIcz358yt9xAwWRkgsGmzpE4WIjUI8CpNfKllClxBgpRLZpN2sxJfqlOgUvTo2eX4VW4xL0msa++6l6NXTautvY1tPb6e8OJyf294QSvv3nbaG0wrVTJcDecYM4D3k++AEyFZ+gzUBBlhSs8VaJrnpyX6sTr5+Mv9E3C/P55yQlx/ecVnTIj8KROqsvX7YPKhO5SUpZj8ZQ6o+XJrcn2BxRKnViy8kuYX7o8TIjbfaGXEFe+mynZfAwVihOjSXW7LzTrIvqFtyvnOW2lVi+p7kAhwlsoNCIkySIAKy7a+gso9E1Bob89mix5M8LWIQQBRHaj+ZA5z5dlgGbKwi5cnwYtaZn9QLtJB2MCmZLqRlx1zK2TNZ+bFF5KZU+GazvbVSlvbSoNjDJa5I7KrPQohUjWEaIvbdtIuql8xVOkSiPb+y7Q+L56FduiNLxdWAcgEKJQKn1/b2gLhQ2NO7ZWnToZLhfsxBAZY8yUVJfa2GI9ZKqXVKCY+1C5urqSwJVCAtrN6VtLqRVLMDx89y18JTetsszLi34rbOiKF6SUWZ4DKRoMCsWJyUl1+yaZ9HNhyPhNoW+SmVSXC1JWLm4pSmuWVHeDn1S3/wo8vv5itLvbY0tAZiG4aNEiHH300Zg8eTKUUrj77ruN+5SpQX6uu+664Jntt98+cv+aa64x8Dz++OOYPXs2GhoaMHXqVFx77bWbVEHlKBgLrFwrcpz0p6FTPjDbemDWRLYcuHa/KQlxAVNzzYJD7ijja3JZ8hJSWcC0cFPnhBsK14KoLuVy+DuXIc9ioHW7MGL/AKAuAz1AdDMLWR1p6aHnqB6uNlIqrUJXKjSrdFeIhytzjvI2naQBnnzWcULXLDHITRXs1N9Bu2fEIzfDZMXD60VAFgyQTShzZk9b+yuVTRPIsj5KZfOuCG9TgC6NQOZ5/LQQqP5SR+ZcgBZXJy3dJGanl5ajwNFe6kxIqnuxtZ1eb8gsBAcGBrDnnnvi5ptvtt5ftWqV8fnRj34EpRQ++tGPGs9dfvnlxnNnnnlmcK9UKuHQQw/Fdttth3/+85+47rrrcOmll+KWW27JSq4HcYvdQLbkndI/H+zwyigwCGiQ0+DIkpjX5lJw3WyJeQFzYDKhmj7hazGKx4dsueW0WSfGXFPT0lwML8o1RmRIQ0N1sq0vuW56eiiRLYdKyEzW1tjXRSSsrWcu9IobbhzZOAo4GcYeV5bKFdOKq90ERQMwrYXXMv5kW2dRfPjaJJUnGlMLd4syQQpDWsWy0hRaorRJjbtVs9BiiyFEBs/VYMHkLVoHsXyp3fmDBe+CUt6OUO6uTitI+RQU8zENji0Bmd90+OGH44orrsCHP/xh6/3Ozk7j86tf/QoHHXQQdthhB+O51tZW47nm5tAiu+OOO7Bx40b86Ec/wsyZM3H88cfjC1/4Ar75zW/G0jUyMoJSqWR8AlAquiboQ6ZEtjGL3ZkERsKW59Q5x1qKdreq42Rj0JxxCPfqJiWOFcwsNY5ayxFZbALrnJMuqS7fFCOtOK09evIp8NSGm1D0xo2excWS0mpHVaen9fZoiieix/8uNL2MvLM2sa/yzloUGpZFlR6fyaZOPisFMqdHqfSJpZuL5tjjlr9SKLWkVHyai9Hxx8ZPJgVKtg0fh5uYoT58kcqQVHfQV2Zz5tLCpuCxuDA9gZw2yz17jlySwZpiSu8Xecl4e5KFnVYYDxS8/5Y19q0iqe7q1avxu9/9DieffHLk3jXXXINx48Zh7733xnXXXYdyuRzce+SRR7D//vujrq4uuHbYYYfh2WefRW9vr/VdV199Ndra2oLP1KlTjfvKFu/nutkS2ZL1RwPUH+gaOn1S3rhFbyAdHp6Q1LKxIHVSU5rv0hXK3BfFwpr4ZK08AS2f6HzCuH7S2KSErx3rzPRExs7bUHgU29cmJ5+lXYLaruwQFNuqJNXtWGcIUFVba3Wtpk5kK4GtfSoH2KHjN7FJXzUUdmj/TXjyn9iQACBbEmUujDk9pCBkGXu8PKcn7fiTa4HcFe+66fCQoiHrw2CTrHYxjjIrltyKIwu5UsmmLPMgdz4nsghSKXjIst3U7PS8bdMmxK00w1gThLcO6FnGb4Gkukop3HXXXTjmmGOs96+99lpcc801WLlyJRoaGoLr3/zmN/H2t78dHR0dePjhhzFv3jzMnTs3sPQOPfRQTJs2Dd/73veCMk8//TRmzpyJp59+GrvsskvkXSMjIxgZGQn+l0olTJ06FQfVfgx17eNR7fDsxPxcPNElYLfmHCdmC7Wfb4xvLec7vSxuxMTEvBQbZVt7YNdS4eDAXUpKGYczBzFNMpFtzLsDYSbcJ0b6GB7wbHNn2WhzFFTZDQOniRbO4G10WBQPpRHmjXQGvZQ4dTUwji7j9HBhT/e09repM3roxBj5Xptr1W/j7qE9sLT3wxiutAePNOR6MaP9LnQ2PRHQbNRRtJc9Lk/0N19Dlu0bhPpMwKKSJRlu849RHLfeXg9Oi/8/Nvde6+1hYmjWr5H1Wx9XqnHM68UVKRGyAZhuNiPUol0cksDKA0iHo3WVsR4ZCEAWJE+7QxPx2OKS2YEIS1Z+qXoev86v208uIhzdF6bHYZmXbf1tmF9KkVQ3/xX0CaufQiTeEkl1qwnBGTNm4P3vfz9uuummRDw/+tGPcPrpp6O/vx/19fWbJAQlUJxgRAhKC0qe9sJjZlhC3SAPFjE2eaqDcWpHIZoM1wZy9xcQDJQgqa5MiMvWpiJJTSsVI5GokRGecp/ZLGIOtvVTi6A2nhEMEIC5E1Li489Z1iNNt2gMg+T3bHj4ewLXWM5bC+MHZtPz/D1xApnfK5cBP+lrqgO4RZ31yEao+tDToeGgZ3gHjLh51DsldDS8GFoMsi1j+iM4Uo7GTL5knqzCBSlXUsRaWjhu2FFw0nOgtb1uzBsQHCnHFR9+xivHxYPw6XQVH1cYWN4I5IbCAHUZHG8Tyj4kJsSVcbfS/UeCMI1Atim4/LtSiVe4OS0xijbRUTXLfVIaI19hr5pUN99tFV7I5aBGy+mT6jL+x7NIVEvM+6ZIqpskBB988EHsv//+WLx4Mfbcc89EPE899RR22203LF26FDvvvDNOPPFElEolY+fpAw88gIMPPhg9PT1ob2+PR+ZDrBAMife+bUcUWY410+VyMAAMkLsi445Fk8CFmVh0NibSpkAMc7MekSQtHFmOX5PPyfcI1xiAqKCSOOV7bPf4b3EySSKOLPXhJ7nYhC4PdE96BxAqI/J+UjvTOJBCNcEKjYwRm1XG19qktcxx0mktUpgLi94o5ygzl6HNwgRMAWd7L6dRxs/arHuOnzwWUpDysv692Ez3Nrzy3b4ACwLUJY6kcW3pezVaZkouy+Mns1BQG1E7UpiE9UQo5rmi49KkJchxpMlOz8sTPXQqVUJCXMCeVDeinPwHJNXdbGeH/vCHP8SsWbOqCkAAWLx4MRzHwcSJXpDme9/7Xnz5y1/G6Ogoav3TG+69917svPPOqQRgIsgJTR0shZm0EmkN0Cbc+HVbef68LG8Jmo8VgHFHrYn/xqkX0grg74qzemxML4652BQLjrciBLEUzJweup9zABd2jTzOxZilPrbnK/5vV0fLUPojLpC4MHaUWU9mjQf3YbE0g7JCAFZcs71slpysJz03OupZqLKNaDzG9aVS5ntl+Ix8XmsATHlzlNlnvH+lIJVtwOeEzUqU1hkHbh0nHX2mvXXPvsIGQPub5pQTnRdJY8ZxoJVCX74PQF8Ef2QusP7Ro6NeID41QU3OxOP6AosUYK4IS37huijmu7Fn89WYPdTue66GUGrqQdFRMPqFAx8LlYqHo+VqzB5s94X6MMPhg01x9tusWFiDj6urIoK0CytYdnrL+3082nVRbFuNj+PKSFLdLqzAu9V/465NNtHSQ2Yh2N/fj+effz74v2zZMixevBgdHR3YdtttAXhW2IIFC/CNb3wjUv6RRx7Bo48+ioMOOgitra145JFHcPbZZ+PTn/50IOA++clP4rLLLsPJJ5+MCy64AE8++SRuvPFGfOtb38pew6RjhGzXbcKQIE4AyueAII+WUZY/JzM+xDGmasLR8qwiN50N4gSHxMmflVYEx2GjU77Dxihsgiqwoi3MXdKcc0zBk0QPLyMtHS7AbDRy4SDppWckHfLdZGHyegYMRQqEhH6zKUwSn7RAOXBLyXXDA6SlUC2Xo652TkdQL1aWC1BZhuPOYp3GjRUpZKXgtClYvK1s7cbpTBJsXEngbULLE7K+/u8gpVDc+JTeILn/QHqalIIGvDx+zgb/OVHeduoRrz8A7QB9LUVA9dFDsEIM3yy2rfYEaSCMvaPXigqeAGR11VqHh28DILdosW019mxlwtgZRF/DehQ39AAjkVe+7pBZCP7jH//AQQcdFPw/55xzAAAnnXQSbrvtNgDAz372M2it8YlPfCJSvr6+Hj/72c9w6aWXYmRkBNOmTcPZZ58d4AGAtrY2/OlPf8IZZ5yBWbNmYfz48bjkkktw2mmnZSU3CoYWbhkoBLaNMFIgEkjhpPw8WhxHkjCVE4KnboljQLJO/HeaMpwmm8Dg+KTmTs9whmajJ074+TTqjRtD5uAowLGkMopjpvy/tIi4QkPrgAE9ghYXUfcjt/xs9eB0xblPJVRcdiKOEAK29pN1kmCjkwsa+rYJnJwDuE5UsBIeGzOn/7w/yGqVcyXOGgN8b4mCsUGSbcKK1MGmoMl+t7VP0lyxzQ85H+OEsyvGBd2PUxpsNMXRxq1Auexie5bopvYnF6j1QI9KOOfYrvtIyiSOh0OcQgp4SXWbiwCK/v1wPPKDtFWMcqq1pyT2tfg4AOhKTBtuBnjLH6B9UP1xqGsbh9jdoUnCKU4LI6DByq/HMTUCqUlzy5C70SSuJC1S3pcgmbfEIwVNnPvKZknFMfA4epPqYWsnWZ+4ukvga5G2slKwSYEiy0naqC14pnjOzLmQlNeS2k+2cRxwQRAoWlUEchJz53TG0cbflVQPm4UWpzAl1U2+12bxJc2X0dEwZs+myALR/QBxY9A2BpL6U/IK+WwczXI/AF/b4zQT2Nb8ZP0Mpc2J8h3ALgx5WVsd4+aKrG9apZyjqbjY2LceD4z8fOwA7dcFNBvgskN4LA4XdnyNj/83YnbEYdiEM/J+bWqusrzNLUPlSCglaeS293GwCX+i29YmcYM7iZnTd5zgo+PCeF3o3VK7l8zO1xStZTgdfDs3Z+g2a59w0nulRWUTAPQOxQQGF7R0LBrHQe7OJOWFtze3SGU9eU4/6dajd8X1HzFS/jzR5LqI7LKlMrK87CMbQ+Q46J01uWi/xrWFrf40R2ybX3j2d06LdEHy+koBHTcP5NiOEwayrbg1DXguZv5snAdKCk6ZSJv4EBPu2ua1ot/0bDAexR6IJHq4i5bt1pXjWdvmtGxfBtoyZrQcF3E76jcDbCVJdX3tWunoYAWCAeSFJRTMEAkZ4B5n8VEIBd89lusPcXCXRWTjhOmWtIY2yM0Dsg5SQwa83XAD7eHWcpmM1Oa6Cpi9x2yCbe6jCSEfSdqdT5cq+zvzeKxhXLiGrJNSAYOPJHxt6YOu8fvXFe3C68KvKT8MoLc1bJu2ErRsVxtzFIJGlSthG/PM8oSL9wu3FGX7aCA/0AZsjGlnErxSKNK1nAM16p1zCZdy1PVGT/TJOXB7+uC0FyJ9HbxKA/lSPuyrfMnb3yAFgPSQxFkN1H+yX6QSI7/pGalESEFIAsdWnnDEhcBwXDYBbVNekiwh+X76Lee8pNmmQNqECFfEfUGo+D0gav3xeS6vx4G8x4UmCT/thTtEskLYFAV2TVloUf4zQQiFq2Ob9/WGrUMIyvAI4543cKwxQCWRKwwwhRmV93Fbty2XRJ6wmhrT5UGDw8ebmMndlsCW/2b4qmaEj1t3YAM0NgN760+8rc+2icvr5Lv2Cr0ToniKIuErfz//ZpPHSk+R1Ulqki4rz9yjVnpkZnlfYAQhAHwrPvW3LbCc6OlYF3VPEl8JhIgCKtoe6N7H2odA0sBCAwrrxye3MdWp4noCUPYV1ckWT8fbmB+8zRkZD7EwlLCCp0BR3GKNWP+T/c3bh/4G8Y++wkLxrnHWHF8LDhi+DvFQ3GJzL7TM2WNj4IzWQEG1xQHbLEKbYJb11jrkCWSt2Vy48ltadrad6QS2ZZ8kIchpJj5RqRh1VLIOnC/y8nwuc0En24Xj3IKW4NaxJtg+HoDfwBZhWCh1pk+IC0T97kiZVJeO0rLtMs2Cg7svLJZg6qS6CapW1azy8pSN4AEVpaUaHjryjDR2wBQeOY/Jp0oca1tTY22Uql4d68KyJAwBw4pLlYB23DrT+uC7KQHAdav3OeEhoWfZ0l+1TvKIO5v1AS8bfOrxZ2Pq7Lo9OJ0pCFI4cIuM0RWbob71J/YEv4RT/I9NZNv6E/NEqASrL7ZOzbeFOKguSpmKZqC4eMLOyFDPhSlvA7n5hX5Tv9CBGlwgw2Khc2CuS601HKjw5KSaQS9ekbMFm6fJBrL9LUIuKZmuicorM1pch/uHx9YEXzcIEjtKzSNtrrAyG5ASd1ocLpvwHlGbhsPCdOi3Gi1no8WoiAppSZODTW7v53h0yoSvMjEqd2sSPaOV9Ilj+SYVAv8A7NT0sEwPgfBhAjB1AtrRiilE+ZpaVjzlSnRnouOk66sNJ3h1kkCMlfoq67gJFBdzPYoUhNjEsT3jw4t8HAvrLhHPBpb8lQt3qRySkpCIZ0JUsAcWibcvIJGWgYs8WmpqTKFHa3HcOvK9PUtWnO8lxB24EPP7LsOSFeej0DvBXIej9/M29qHQO8FPiEtJdS/HkpVf8tIXsb6IfNMaYS6H9g1dLKnuRWEuQB9HYB/xMC7+AVVVoXdkR9SUtsfUvnrMHFkVGnJxlr64rlyNtv4C2vomozDQbudPmwne8kIwVEiEae5D5tQkfEATjiz5xiRh/nemZLi2yRrUJ2WC38F2/0JUoGaiBTDXg4DAmkufgb0tpMUC6RMft9mT6foTqtqp9fLk+8BlKSZwvj9jAlpSXFgmCugMCZCJHqpP8IBO38aUxJbDptDSX4haJUwYbrIyBxibk1IpLJTpngswISxS0VM6IZp/j9pH6/R14q5q6dr0cVfNLN8z3nSPcpp8i5COPEvMck+b+oCoIKxUknEMXITChq7QauNrjGIMdQ/ugUe6L8ajPWfht/3n4vsD12N+zw04dlUP9hl83lBQDE8c8wQEiXk3+MJ4wxV4fM1FKIxuhy0Bb3khCCBggtY4laypSbibgiBLnjAZZMvvpQH5LumCSItntDHWbZEpq7x0PQHhulCWTO6OydyN3aBp8VDdyXIjgah96zJLvQhsYRZZM9QHa4LCikqbOHa00XChxtKaBJUms6/4+plSm9Y2xOSZFZZJIbTNx6xCWWaWF8H/qZPqksJicalmSsxLwDevkGBPY/lThnoZI0w4oLBoYE46JSPGHao00uFQ4T3NhBbR0z20JxYXT0FJjzNwrMAUnOzejl2Ljdhn+EWzfwTQsWk2YXxn5aLI85sDtg4h6IN1+TNLIlsCEoQ00GuH0+GoGYpqd8SUsiTm5a4JuWsrC54asV5Bv7MkRuVtytxrANInas0NhUIrEObMJZmWHmcwuvsSYG2TMSM8AbnqqI3S1qtWJHyVa3Jp6SE8pN1zd1TatqkdMsccfYIQhgx9zkNraL2K2mZTkthKRaomlx6P2xTiAMz2cZwM9DBFgyu5rputTjb3nw/5Da3phakM+yAcqS12tobGN8w4TnpvEcMRJA7w+11rhaV9HwWgI3hIkJ6NG3BK8a9wtOALtBzwZk2q+6YE36qImONaZ882ToyIxe+kTmza3Msumq6GzJncrQ+p7NncbTg2NXO6sYCfIcEqJUathGUBBEIxdcLX1j5hXbtGHTO1sXT9MPdd+nr1RYUNcyWm76s+tq5org9lSoYLmO3DfmcaN1SW140EYRZhaqzbMtddxc2m+FB5ubEki0KXYwoLP3pOqfRKj3yXXN9L63UqN5o7tzmO1BZ7c3SDTOAOTet18rwHuhw9x7Rn43QMu+1IEqSvYls8q/fGzNFV5k1aAtoakur+p4A1lkUpIJfzkommTaobA5kSkgaFdEADXDc7Du7SInw6Y3LUGIaYOnN6DbMIOEMEADdlJvf87V4md+7GIsHlB5/r2hSJY1tvj57mD4SMUal0Gepbbze33/OAemofhXR4+E49uWaldfrEsQrhxhixaSd1EtucEx0zzI2Zqk6UnJf6Si4LZFXmeAgDHz9Z8JAipnXYNqx9Ugt3jkdAJmVOug05viwKgk8/ANMqTI2DJcSNHPKR0vtVM+ylTco55pFuAEYqbVUKe7AKXeio+LRs6tLNZoatQggablCy5NjxQcW21fh481XxWcLz3caisgF+xyZmYaeQBA6u6+GiwaWqZHLnIQm2tR0GqfDErcdkwWFLkUSuQ8LTViU7fdsaD4/tJBBay3O1l6E+KSO8TLAanFBjCvrEDPUUZsHde3KnqD8OquJpXwtdLkfDIni/ae21cxwe3ld8owOrD1w3mZagr4TbnLeVjzc1LYF7WZx4RIpG2kz3tkB1H9cmZbonHMwlmkqha/kJtCvi26TSk1ZZ4ZvnuLWc1cNic4e6bnocTUV7DKHrotSY0nPVuD6MDaTEwD7UO33WshK6sAo9uWaTRwVzNOXSzWaGt3yc4MENx6G2MB5xMYJG3I2REHcgetoLBylE/GeM+J/cIEpNPdA1ucQyBk6io1reMy54bAJN+6erULAyx2NjpjEQSWja2mfGEXHabedk+gHjHp42FtPkn6zCz+yUKYvkWZyOH6xMp5nUsJNn5POyXXjfU9tQRnhbpnvZPrzNRkeDI7mCgPCyaB8h7Ix+4/TQ+ginJzfo4allh3/LHbhSYQDMQO7aIe/EGCkkZLtQUDkTSMGJMTT+WvuC5NKR8Sdp8vFYDzbgiWNtHgS5ZqpTZJbn7+d0iX5MTKpri3eV88t1vfx7cXXKd4djxPJ++p06szwB8QhWx6pZ7puvMuvErXbaYVqcmJwL0JaYlwl47dTgL6u+ihG3LTap7jZYjkfV7jil89NweXYKv22Uq9/8SXX/kyEQgk3HozbfEXWHyoOv+WCzJbWV28J5WVmGM4e45k2yxJh1aGU2gP16AoO00iHv2QSrYEpBG9jeIXHQ/6TM6/wZvsU8jm6yMqUVSm5i22kk/P1coNnqx8vYjjijtSfb7jvZJ/KoOwqeLpej51pKGohmebSdZLC2vHPSUyD7iuPk30ljhcpyK4mvBXJcPh3W01VsFiDHLd3HHA8Xyo4yrewYZYfTHMl0TxnqeVlScLhgZn0fHJNHikYLUxB4OyW0daJglwcAEAh+EyvUKY8fPcszQjDvFyoVFDZ0xePoWOelg7PERRNd3cN7YXHvyVDQVkG6AMfi6cIQHm6cHquI/Sck1d26hGAVS7AqVLMIpTBM87z8zXHECdG4iS7xpCkjn7UxZFlWWka299mUgKT6yCPGquGT6Y8kSAvFJpwsgdUAwnx6/D2AaelyIUXMslz2EtomvdtiHViFVVqQ9SJc/He5bCpovBz1pWwLok/utuR00/NxZW39IuttEzaAaRnyNuZjMu7MUk6LbNNqdNnmAl2zKSSyvFx/IxDXlatDYUpnDEuBrP3xJc8ZJRxaeJ34EW5caZd8iN0LPT0sw72y1C2mXt2De+DFvmNQ0hOCa1PxCi5T87C80OsJwCrjutA3KZJUdzJexXsbvo1fDl8zJgQ3FSJCkA8C24CQ92KONos9109acfQszzMm8dA9yQSzMEepnccJQWlh8PdwXPzZJOZnKyOvSfeoFA6yDvQtraA4IUffjhNlTLINJMPkOOLaOM6aqga8HhU3Wj6unaU1xmmVAkbiojpKJcpWzySrL65fpLAFogKomrCIa3v+LS0n2a7y1BzezjZa4t7P6yvHHx9TtnFrUzxlm9vaXbarpC0Nv5B4bR4oXoZA8qykc0Ppvo1+8qCxNtFaoTg8DRNGXXTpbuTrXsQz9ZPgOnbhbVMKg6WbSjOQG0CpqRcbRwfx557bNrsQfOsfoC0nAO/ggFlbBoVNg6LrhI+7VLkGG0zOXDi4bXj4QCBXmc1SsAnFuInOabcxPRtT5u+zCRWOQ+bps01mel6uD8r3coHM7/Hj5Wx0yqSs/L9kxoSb4jpzubAOVJ8kQcVxxtWVDo6Wz9PuR5m9nj9D92xCiVs/Rpux53g/0xgjd57se067TVDFPK+HhqDq6+OtZy6YJD1yXvF5SM/L9/O683L0nHwXO0jcwCXLxilhUrDaFFKbQsZxSRe7pEOOGVlnyae4UOWHa/O6O465YUUq8FxoEs+TeQMJbH0l+4nwCNoVXLQ3vIByA/CqUoDuMvFadhFL0ApmUt0MOudrhQy+wDcpOA4CV6htEksL0XWjGhO/RmXlmiJBTJArALvbiL9bTrhqrlqaUHLiyUltK8frwiehnLhS8HKXZaAd+rTbwkh4WX4NCDd9yOsct2RIJMBY6EPkwGwZL6aU56ak+C+XTWZ+bil/3lZ/W30cJzzYWtY5YGIxm3Xo/ba24e8zxgZjaPR+yfDjrCxZF1ln2db+RzU0ROvEn6FrCeuDhvCT41Yy4LhxbVMCbQJPluPv5wowEyh6ZGN4zyYs6T02OuPmqo0P0HslHbwdebsB0aUHznfk/oUk+khgOk6UXl6Ojy9+T/ISG6+QdeLKg61P2P+IU9LGuzYDvPWFIPzG5QPYNmBtLk76zQcNhTYA9oBW2zffuJCkfXNhLQVHWJmwLC/PJ3BNLlrOBpKB8IGac6JMIe55Ou2FM3tHmcHQUsBJhiYZN0/CSsefcYHC1+kcgYtCLiTDtlkpso0dC03UHpx2IBwHvM+kpkz/bQzdJlipvlQmoMuJjhfJ5KgsV04kHjnebJtpZF/YGCKHOGZHz8sxLYUov8bbQypm8hPXnrzdqY/lsgXvJ8eBqqsV658qbHcgfp1e0m1rZzmWtDatNNkmce1IECcgOfD689OtOM4kPLbxK8cjtUfSmJHjy/+tZZ0BpMkwsTngLe8OjTSszTceLBC3R0MbeAdLISkmRrDNvdJiLlTbmAn9Jxcde4+xWG3LWVbN0qu4IS1y676cqPybr2FVWLvIJLbS0gJMtyb/719TFT+prtsUhjbwOsm24a5UfrCyq73kszJHXdymEA5sonv1KkRz1Nlco64LwIniq6v1EtnKEAmbMsWZIc+757/HgcbMjSvRURlAj9OMp+onw1WcKQshbGO+SoV4ucJA5eOErg0XZ1pyzkiGzsuRa5o2F0nmzt9vY56OMj0ENoHHQfa1xMf7gcYGpwEI+4OX5TQoFU2KS99JO59l/Wz1ljTbFF9eB7k2SGXkUkqch4s/R20hXapSYHJFi+82tVnVvD5A+DzDZUupRFagUsqLr7XlOt1M8JYXgt6k8nft8XU+NqkLvROwaGCOPRkuj7dJ2FBTNSmvTGLLLRKJJy6RLc9pKLVluua61RPq8uf5mhgXXLmUiVoJyArhFhrVKQnPuHXmySES2ISyJsMtiYSvMvs64WAMJraNKdcdleHrMHItVCkU1o2LT4ZLMWy8rbkLlt17z+Ay7Nm7EUNuAV0Ywmz8CT25Jny3cAAebt7JbIeEenkKQsE/kHwwDAHgzJUrbrLNSZmruMgPtXtZ7nm8oRTqopyZ6T5nxt1SOIES5aWFUY5aLFaFzlHmXLBZ+cJy03DQs3EnjJTzqM+V0FH/ApTShpIV69bkc5UroXw9kvcH72/Zf1wISVenFDyEm3b42pQZjoevI9rAJigtfMgAWvqRLlOiQdJvU3zYbyU9Xco70Uu7ricMiU+qBJpeR3jL7w59X/tJqG1gGSAEpE6oawN/sKXCwZmiFGA+Y0qVVJcSksoB5g/iqklseYJVwIy7YzirJljlp7QQDYSPMflUCV95MlxbGEIaeviJJhwEXanap7Amyhg4k9d+fFMaPDaG4Lqe9VHxFJaHNpyA5Zga4NgGr+Jb+CI+irtwxfij8HDTjlHLgVzevsVSKE2KZrkHU8II+KYpIGJBVU2GS89Kxs/bqFyJT2JLCou03KQA8X8n0iOD3KULjuqZc9C9YTcs7f2wf96lBw25XsxovwudjY9H3huxPn2mH0mGKw9HoOfj2CopLJodZJEbNGMWucXGhTkHpbyYxSC8QYRIEFiU/uA6b3ep4McYDIb1J5U8qajJPrXdF3XSrgvK/Vouj+DP6344FiKxqWAVgmJnlILCkpVf8tN4RLUOBRddWIE9O78eukYBY6CqipsOx+TrQteotOC050pdsuL8dHi4ds81LFenwzHletNNy+iA8k5lWbL8vOp4tvlGVLMnPPBcG0teOTcdnrizWX3XSSo8vG0Ak9lnaZ/J13n9LfvJx5mpr2zt7PfdmoHd8FjPZ2IF6c9xLPbP3Yu5XXM91ygry3FWFexcQeBWA9/ZXC6jsKGruuJDCgLRUqmEG458ulIpLB3ropYQZ7blcjrlkiuFVJYLVsdB98DuWLx+LiAyHngB2Qp7jbsVnY1LzPa10FVVsEshzNok+I0YTwRXWOLclwwSacl3R12m0jJkY0C5Oj5DfZzwFK5RVXG9HKWVZu+0LVu8IXeF2tyn3GrfgkJwy9ibbyT4WgUAc9IjQ1qSwQ7/Aptsvh89fWLUdnMw8omahRbKe2bR4DLjCG4wYap1hqSxbXa3GtHTl0+PR1o6bPdnajzUxlLj9L9TJ6AdaA/L8T73mWMmPDFrJRoO/l08JjGNzDm4AeMqg5g5Yp7lGYDrQpUr1ZPPUo467qYjRY4UFieXLsu9XPutqzU2UKXOUB+44F3TuvDbSUGlw1Nma05KeW5DAuWl/Hmx92hIAUh4FDRe7D3aw8ldotTv3KORlAy3ODGkgW8o8/uJ/pPCkohHCnSONw0tpU5zlzoX6lyYuS4KpU57hvq+SVH3Z8wmIzMp7rxIhnrp9gyusTbyMsu3oa1vCtoGCnC2oGn21heCErh1kDVPmM3HnyUZrhxAfLBnoYU0MGJkhC9LYlQ+WXl96H5aWsRgDkAppE4aW26M7mrkG0ey5IST1hv/nTo5r0jyy3dZZqGH6sXp8OvUM7wD+t3xSBKkr2JbPIjZ4Sn8vI1IIFdJR2NVWOjDFcK0gr2/YFpbfA1WqfQ58wYK0ZscT2oFtd0ce8JyKg5tj5I7IRFPyZ2A4sgO/gVtbrbxvTSpFAR6rdyV7H+nzlAv1p65+zl1Yl6OQ7oz/d9kacdmlyeBLDepsPXBQt+k5Az1fZOsiil3QAZCtMSE6Op5KAxMwpaAt74QJO2DM0NaYObpRpJAJo8lyOXSn4ROz0l/OQmjrElNbf71TUnVIhmiUumTvdYMmpYg3+0JZEtiyzcn8MwNQLbkvAQOa1uiKUtuORm/B4RtlLpeg2zTkemaHXHTuXdWoQs9Nc3eHwpF4ZBWIEsFgI+/LHhkZvnAI0F9lzJn3ihTWEhocCUzrXI5KugRXokJG2M2iAiYMFy2uuXgOJuW5V7WzXGQH0irsBSifIJoKTan915xy1Zs5EslkAfnQCnHPHaPCURVcatnqB84yRPIQhDSCV5JmeV/OXS+tY6vN7z1hSAHwdRSpxThyXABg3lsUt4zLnx8fKnznjX3mhOEWWGpk/vy5LO8TbLWqdmvE8UEinxumXO5cXrY2lfm5LxAuLmG7YDL1Fe8XYL8hq5PT8bkvNzC9etUr/qsZSU0OEU8VdsVTQ1FeLNkpycNXo6/rIIdiK57UXunVjQGo+PYoCelckkKKnf1EiiFLr0qviyDLrUq4ubbJMufl5Ou9Cx4eHvQEorrAki5NkZeGgKx+zO9YM+b7co21KT2QpDVL5YXlMZYZvktAsoxhE0ArgtdW5M9Ga5wIWro9El5mYtFCqHU+dNqmLuH10ulzOWWv91Mi2Novb6rIk3yWaqT65q7OQkclT45r4LVZUKTL3U+Nx7gz/H5/zPnqLMx6Zpc+vbhQf6O6eLtaHgR9bkikCBIp+IVPF6ogVtbG7WOSdFoK6XPTk+bu+TOwCyCnStzPATB7/tNwmM5iCAzHh72weZYvm4ZtsGriXim4hXk618K6yQVsbQCuXbIUN4iwj2LYOceDO6OzKJkSMEFhMIwy5IHec44KAW4Ka3+SrPZpn7bVHPBbynx9NYXggR8/Y0NimL72uSEujI8gsfW+P+L7WurJ9TlDJm0cbHwXBUPz59mGVTIVaGFktjK9QpuPbku4KjqSWNpuzy9v+KageY+006dqFW2j2AgqdqG6JFrZ377Qqnk5Ly8jemTc0wmXa6E9UqTuLhsOUZPayilsUvhTgAKUhASw9635Xb8X/N0GEe7iQBlrXX6JLZ8E4lol0wKgisEMvW/1umT6vJdsxXXXOdGBqUQwoIUY/qZhk5c7lyYiOcyZx6eqZsUtd7I8k/tpSl6bSk25xDOUj6lwtK4PnqijA+pvT0txeg5oXxtMPXSyWDoQZDCMPVS0IC9jyrN6cpvZnjrh0iMPxm1dY1Rv7j4r6CQ789HT3vhwLd0c0bi/zeTmg6Hp5DY1u9sVqF/3wh65qer2LRLwieCdc0EwSJ3mkwDxGkScXpqtGJPqivrYhPOLD2SNXCaJyzm7y9XoodS+3QZeHKDKBU2eHat1N5tfcToCuol24f6XAbwK0YrW98L48bYiTpgbWGzLBhd3UN74JneD2Ok0h68qtVZh53a78bExidY/YVg5+NHeWEJVZPG2ixtWu/xcSUmjuWKBhA9uMGPfQQSkti23m7PdG/7TlMvKYxlHQHsM/g8dl1fh7NwoxGPORWv4Fs4C0+P2+gdSpDACqsmsiVll4c1SIVZh/GlVfHE1UnrdIl54+KS/Zhk5WosWfml2IS2FOazx8SrvX61xAsqV2NJ94VVcezZ+fWAZ1AcIAC0DRQwv3RFbJsDJQBtY3GCmwqBEJx4Cmpz9dEDr2lAAPZ4GMC8RgNJxjYRLoKkMwbjhKH8tj1vy9puw0+Tjz/P70vhaaNH5vaLo5nTBphCCwjxyNNW+PulACcQO/SqBdNblYM4i1cKXvkuKsMFj8xfaOszWx/FtRm7p7VCz8bp3kkmNSV01L8IpRgdvD7UFjx1kP8/UJ5GG83ksxKPbB/RJqriegqC22QeKSfbXIQcSaVOQZkZ6hvXQ9fVms/Lk0csjDtQNOKS4fLneTYWNpf2GXgOp/Y+iKXu3liFLnRhFXZ2HsMPOvYPc95ZYgx5e6fOTh+nkPmQiIcy1Et+I/hJYmJeEoA2XsX6m3Z2AjHCtPkqz+NTLtvHs3/aVlUc+W5r/1YTomOZ5V8jGJZgLTsF33YmnTwhQV6XzM7WZKQBAtHJbRM+UqjwcpLJ2k7m4LgAM7aJcMn324QbgY0eG/O2HfXEy0scdDoKYAosjpcYrMw9yH/LelYT6jYlgEMc3fybW6OyzSTNHGw4Zb34fRJktvaR9WSnoBiCkL9LWiA2mqTwJ7CdEiItUPothESkzjLA2nW9wHqpdMQpY2mEJJ93Njzsv+NWMHPjKu981lwznmqY4jW5HBs2XP6hAJ4noi1UNJp7Q0VDtpWt3X0IkupWGgGnH6XWDdEzeW3zj10zE+Iy7xW1iS3FkgghsR4ZyQVyHLCxUCh12gVy849RbFvtPU4WoBTmY5nlNx/EWYLadcMEu/JoIKk12YRg0kRLGrT0LMeZBDZLUrov6dsmRG24OB2cccUIdz06ClVXxy4Iq4cEKsfFLSbOzGyWHhAVqLZ62wSiZUJZBR1vN9lmNtw2XFRHnoLJiJWrRA9YTmNNc4EG2BWUJMUr7sBvTjcHabVxhStu7NuEFOH2T3YJBJvtPXHzRdYvTsGitpJn7yZZbjbFTb7Pdo/jq1bWJvirKWby2aT2kNdsdPA6Ex6bIp8Tm+lE+iVPmLKlIEoewHEA1lALA8dgARhtAmoHUWpk3oMq7RObWb7xu/jl0FVjSXVfM7gayCHoPFVTEy7CSwEoB5BN4ABWjcro5CQ3BJWTk1riAczJLJlS3NokEB4YTvikELClOLJMRlVbGx209OzGspmfj/BK64vK+mdKBtd4XXh9eZ1s9zjz5ZY3BylgJVMMGL8K96TYLDTJwLgFQ2W1DtuB0y3xSgYKIDhzzhb/Z3sn4aP3yHXLOAWE18dmBdosLj4/bP1B/UcCME4A8frwcSuVNV7WxjBtApDTLAWiTeniWS14WaqrpIEDXwvW2lQ+eDmxZpyoHMu+JtrjnpG5A3k96HecAOS0Cl6ncw76mosAhe04OXMOOQ50uQwlhTej20uK2wegL7zA6yTnMeu/Yttq7Jm/BrMHCoFV2+esQrHeAVLu33ktEMOp30LAN7fYNscQ2HZRAdGJJAWK7Rm52aRcjk5sLkTlN/3m/yVOEm7SqlHKE4A2Jh4IVG1fS7M9bxOSSoWWDz8RxZaglq8X8jrE0cbvyXbmTJSnnwomN2NEvI0kQwrcc+ydNqbDLXbp9pQhCzzsgNareD14+EbFNRUCpaKuTb5piCct5m0atLtrth9dt+UWpDaV60xKhW5r2f5SEEtByfFwfHIXKW8rOWZlu1cq0Wds77UpqjZhyN2D8j4XiHIZg9qBZ9GQ48hGF3+PpEUqE7zu/JuXBcwzWm3v5eOVj8e4fiCoCGXKIkyV43jvD1zgQoGXylacMsHfwfqVMsv3ta1EX2sf0JQyhON1gMxCcNGiRTj66KMxefJkKKVw9913G/fnzJkDpZTx+cAHPmA809PTg0996lPI5/MoFAo4+eST0d/fbzzz+OOPY/bs2WhoaMDUqVNx7bXXZq8dAOuGDFuH04dPLMAc7HKLsHQN0OCQg1geZrspEKchJt23MS0uNGQZm8XBk9baJndM/FoAlJfNsdDNmZHUquUkstEsv6VQ42DTxG1028rZGBYvFzBkf+wYu1qdUPBJhifrz4UWVxpIuZDuUmNXrcUK5znx+EEGjhMVnNyKr8mZiVj58zbBQThke3KBJvuPP8MZNn1ozsh7vE+CZx378XRUjrcXByXGtQ24EiT7S44j2/yRwlsKwqS5yIVa0njlyiG1meNEQyR4nYhPyXVD/pv6jv7TmKjWXtL9apnLmvcrL+s/uyVX6TILwYGBAey55564+eabY5/5wAc+gFWrVgWf//3f/zXuf+pTn8JTTz2Fe++9F7/97W+xaNEinHbaacH9UqmEQw89FNtttx3++c9/4rrrrsOll16KW265JSu5IQMHosKMLdg72sXuIytwwMBS7D6yAo4WFqPUVmmQEnOQg43eIa0FG7Nlk8SBxu5Dr+KAgWex+/Byjw56H6ffpgVLfJImPrFskz/uv2uZfHKSxwlmLgTkO4N7/kSUue94Xel3gFcwFk6zTREAQmacY31j08pt7WcTWkC4fZy3E7f8bbszJRMk4AlxbcyfoFyJ1lEySJnMmb9PZrYggRkIJW1aHdSPvG3lWpRUEANh7nq4pHDg76ZvG3OV80jr8JBsoqVcCYUUt2psY0G2Bb8nvQZxyyESJ3fxxr0LiFpcst68Xkm8Ik4I2TxYNsWdW8Q5Fv7A+SJ9iO64d0kBLOm0CUMg3JdBOOjbb68tmWU+85rg4YcfjsMPPzzxmfr6enR2dlrvPfPMM/jjH/+Iv//973jHO94BALjppptwxBFH4Prrr8fkyZNxxx13YOPGjfjRj36Euro6zJw5E4sXL8Y3v/lNQ1imBjmYhEt0n6HncWrvQ8H26fdgFc5x7sX32/fDw4072pmMRSAZ8X25wegWdemu4MwQwD6Dz9np6NgfDzfsENbBNjmEhhnuHGOZ0+m0Gb4T0UYLq6squ2YcXJO/4M1DFqQbFIjsdjQSo/I8bEDoWqVusQnVnAOnXMYuw90obdweq3QX1tbnUGh8KZxQvF1oswp3x/rab5ANnu/wk4v48rdSkaPhvK37rWHsY7Pf39xVS3WKW8NSfl64wfYwaWxbyesr6YKVDFz0fZBfjkIb+Pjja7K2XbjSOqT7QT3YMgC3QDleDlyYEEhmSXhtAlL2P19rs60FEx00x6RAI5zcquHrZbY5wMvbxgS/R3XhOLk7mepAgloq1kDUguI0y76PUzwJt00x5sJMWoByecZ/v9bam19kFfq4eLyfuRSQswtjH6euuFC2NGVae/d8b8iWtAQ3y8aYhQsXYuLEiWhvb8fBBx+MK664AuPGjQMAPPLIIygUCoEABIBDDjkEjuPg0UcfxYc//GE88sgj2H///VHHdiYedthh+PrXv47e3l60t7dH3jkyMoKRkZHgf6lU8n7QxhgOXPAMPIddexvwTjxpJjZ1X8UN678IjHvBiyMCokyDTYDEzPK2ZK9iEO8z+Bx2XV9vp2PdF4EJL+LhhunxTINds2Zg55nlebyb3MXIhKQVT5FlTqf2NXD5OJiAjM10zzOwS+uHM2Ctsc/gi9imJ49L3G+E7bMByDtrsUP7b9DZ9LhZljZsaGVsOrEGXxMtFKTMGSqB1kAl7C9rUHmvSPYqrQHpVlQxweCcHps2zcG/F4uH6KnoKHOUQse/rzTC+L66oTA3HI09LswrQnhwbV/GLdIWfi6MOCPl9DG6vAS0bdEEtIa7lgkGuU5J9XI18qXWMG6R0yOFvWgTQ7nkyXANRYMJZ5ugJKipgVMpY+bQCnRU+tHjJIRrUHtLAWvDy5ddeD34b5mslysDFjdqIACpLN9gaPM0xeweJVpVjaWN/PoofiQkYF/K2gzwugvBD3zgA/jIRz6CadOm4YUXXsBFF12Eww8/HI888ghyuRy6u7sxceJEk4iaGnR0dKC724tL6e7uxrRp04xnJk2aFNyzCcGrr74al112WTJxTFPR5QpyDrBNXzs+htshm3sFpuBj+AV+2HMCnMkuXCcXalliwpoZ4UOg/F4fx9VmlnGiBQCUgqNdbNNbSKZj/Qlwpmi4Nhcom8RmJvcYWnhgbyCsEApEP+N5LJ4NF+Lj2pLQlHDAZ44VHZy0URWP3xYRYQhgn+EXseu6Wmv7bHDHYfH6udgLt3qC0OY6olNMihMxvz+hTvCTxnIByJUEygZfmpTcxuoaFMetCxkz37XJmL+ZfLZK29g0Yx93Yf34+HrJPueCmYDRFUn4OsCEO/W3xCNdozrm5Jk+kYBWMniaV2zjjDUBbUkoG1zRkG44xwkS9MYqG34sW2BlcquOCXxrkHuJJcPl7cLblq77IAP3PY/PfZ7nqWknU6ng1q/Aa8QJklAnZUVapJwew4LOMY9Gs+/t6TFjH+VmQoug0y7QM7ojRiptqM/1oaPuBS9gnt7PrVDLGDKS7W5BKxDYhDXBanD88cfjgx/8IHbffXccc8wx+O1vf4u///3vWLhw4ev9KgPmzZuHvr6+4PPqq696N7iWxjWZnINdRtfiEveaxFPMv6qvxi5DK30mWBMZVJlyhPHOZe6QXYa7q9PhXo1dBkVyVem6dHX6BKuGG8ekTWmkwyMZOxCeIZrLkPsMApjF47gVnNqzCGfhxlg8ChpLix+G1sJ9xzTmVG3Dc8JR25D70w+cV67GolIKPKPszFCLRpt63PAUU7xtfPrUxnK2vpKeDDaeCz3jkxO+9k4In+djjwugnBMoUIl4eLkaposzBlmVniJTpvl41ua4LGzois+bt+HCEI+0qphQJWUuVZ2kpcvmh+fxqcM73SdxEBbik/hfHISFeKf7JHZdX499+v8dUQINIGW3dwKWrPySlwx34ELM77sMS1acb28T+k38j2WlKBQnYsmK81kuv8vDhLhyrVBrkdHCg+6hPfGXNZfj7+u/iMeLc/D39V/EX1Zfhu6hPc1nuQUraFOOA1Vx0bahDW19k1EYaI/yhc0Er7sQlLDDDjtg/PjxeP755wEAnZ2dWLPGPJS6XC6jp6cnWEfs7OzE6tWrjWfof9xaY319PfL5vPEBEDIgqb3kcigNb++71uzNQIlNSyM7hBqr1t4BuT6TTZ0jLC7LuFIojaSkY+M0U+v1y9OAypT3jMrytvHbKnVm+Q1tCLaP8915vvDIb0iJp5SP7jrz6zhzdBWWuntXbZ/hSjt6Nk432ydgSBmStPK2MTRyT7BmSj5L9QBghDVonb5tBgtmm/DdukD2dDacJvY/VUb4DSd4QpnAsntRbSxnVwqlFae89c3Ume6lcGdWlCpX0isJUtnwx2QqhWXgJK9tpKXFPT7QvsfnF1iOKQYe8vhs09cebsojZU4K9aREtpRZnreJtNo5niTBXpxoWn5857uPu3toTyzuPRnDbpuBY8Rtw+LiKZ4gtLWJsGrN7PQXYf6GK/DkunOxJWCzC8Hly5dj/fr16OrqAgC8973vRbFYxD//+c/gmfvvvx+u6+Ld73538MyiRYswOjoaPHPvvfdi5513trpCk0DlHJPZMz/5KmdyfEEGwXPcH04mftYcYQSMAaxCVzo60GVYSZEF6CyZ3F03ZKaUYodoypKBXWtzdx5NtJyTjR7pUvOZUEd5IHX7jJTzdkulnKGfKo3W9YqgXlnahvDQEW6EK+d4m1fSACWfpff77uoAV9akunzssDGYWUmQuxf9T2o8lDhWWpQ+vk1KQGs8QApdSnpISZUueTeDMjfQHr6bLC7CpTV2GVqVzuMzwtyz3Ep2XU9ZSSPUyxb3I1M0lXKqJ8Ql5cDmEs3loLXCi8UPAdBWHAoaLxY/GB6HFmPZxgn17pTz/rVCZiHY39+PxYsXY/HixQCAZcuWYfHixXjllVfQ39+P888/H//3f/+Hl156CX/+85/xoQ99CDvuuCMOO+wwAMAuu+yCD3zgAzj11FPxt7/9DX/961/x+c9/HscffzwmT/Ya4ZOf/CTq6upw8skn46mnnsL8+fNx44034pxzzslcQc3je8QOuLX16aofPMc1X3IvZMkszwUYW9tbW285OcZKR84c0HL3WdoM7JT3zHasl9bp8VA6Fu4ODZisRqbM8kBUSXAc9NQ0owvpEqPW50qG9We4pNKmjuF1D9ZUmKWbtm2cQc9rsHE0GmMGeClq0gC1jdDAg2tZkupSebIGuKWbVmGhjO+SHppXaTPClxutln+AJ2siW6msUP3S0lNhygZguotTZ7lvCGnhLkT/O7XHZ2T7aD+T5d+fT59ZXgIzADIpK0whCMB1URydjpKekIijpCeiODzNu2DZ/aoqbmxi3S1go23aW/7xj39g7733xt577w0AOOecc7D33nvjkksuQS6Xw+OPP44PfvCDeNvb3oaTTz4Zs2bNwoMPPoj6+voAxx133IEZM2bgfe97H4444gjst99+RgxgW1sb/vSnP2HZsmWYNWsWzj33XFxyySWbFB5BlqAeHWXxaDlo10Wh9gXknbWJubnyzloU6pdFD+n1J0zm5J/S368UCo0vpaOj8SXvAqW/EcK91JQ2I3xRMEDToiw1p82c3meUM5iY1unzsLUUo1aFL3SeqpuMGc5jVROjNuR60dHwYniRa8LIkHy2sdekg1u6QPqccPmS97+hPmSKrL1LjSnzwrWVojeZ4Mma685YMw0eUoDTby0fAcrkTnhoRx/VL4tSKF37REsWpYXTI+P1lEpPj8PokcH9qZXL4egOZ/Y7s8eH9xP1eSVtIluhrNByDu0GJYFdDUjJ4LzGb58JQ+X4cgwmjDIhyg0BpZAfGlclse7mh8xvPvDAA6G1jnxuu+02NDY24p577sGaNWuwceNGvPTSS7jllluCnZ0EHR0d+OlPf4oNGzagr68PP/rRj9DSYnbuHnvsgQcffBDDw8NYvnw5Lrjggk2qoKa1CnIr+AJD1dZC5RR2aP81NJQ14aaGd18py2Ql/GmTf/Jjq0Ligud2GPfbZDo6fhPeI42K06RUugzslGBVBkwzenRtLn1GePi4pCszbdu03h7uROOuMd96cqHw/fbZuAFfjMWjoTCj/S4E6YckLqWgkbJtKAaSt69SgQKVKfmsTO7LaEqNh9PB29fvP+2odH3FT+zhqXH8HIqlfH96ZY6tl8m0SqmFMs8sz9vZh9RKS3OvqXwFD3jXUiup+VKIR1gs6ZXCoqksc+UAyODxEWxZ6zBRb1qBTMKfKwg83q9mIB0eUjJ4UL3fV13O6urlAXTpVQbfC06LcZz0Fv9mhDdO/G5pEJOMtKzO+sXYa9yPUO/0GY/XO0XsNe5H6Gx83CzD8fnfmTLL29ZStEZnwxLsNe5W1OcEHbk+7DXuVnQ2PWHSz09XYcKw2LGuOi0V37KRSYOJaVfc6pnlx60LLybkLUzE08JCR2wL5z4TebhpRzw9fhQ/dE7AFKww8LQ667HX+FvR2bAkWheyKH1ciW3Teo0XAkCWsbROKA9exU3XxkA0iNwQYk71tuGhLH45PTxsWu+ui+K4BHry16DYstIcf/wEF/8cU12TMiM8BWIE6bHYzj/XTa/4KJgMmqwewgNUF+6kbEhXM7O6dU0uvWJIQovq4+PU2s2Gg8pzZQFAoWFZSo/Py2Ywu+N4h9kD2QQy0cH73odSS0olQ2aoZzwwX7esqodmKl5Bvn6ZUd4Iss+lFMabEbaeVEpyLY6D60JrhZ7RnTBSbg3jXGocU/AB5qASEGYZbzKzp/OJYbGYAISTFg56hqZhxG0LE6zqSnRS2dZTGF1KKeT78uGJMW0laPle23/x2wsObmOnqxTNhKY2XBarOUjUSvRQTBMvT/n7JB0+c3KUxi4DK1Ea2R6rVBfW1vknxuiKvSxvHxarZ2Sn50HTKesCwPMmQIWn6fATY2TbxOU2pDamtqGTZ+S4ERZ/ZKMNeRS0H+SumwGHBZXzpMZVprs1Lo/yy41fH+LhOPmYdBRQrsQnfW293YvLk2NO9jcJjqQEtFKBMoL4K0buwkQ8lDhWrvnzttI6OfdeYU10Awl3P/u4uof2xOL1c6GgLfnzlKl4S+uf0ZGYyJZnubfxOx+qZqhvviqMoZTgOHC0i2NX9uBkfXssjh+qE/CLzgJcKOt8UhUXS1bPi0msW8JYZvnXALFCEDDjX+KA7jNXWGRLOGAXRpsKPGdd3GTkEDNJqv4XbprgvmSuknlTOclUbXWWbi4uqOm98mgwmzCWdZA0y/rZYpJs7kSJV9Y9CFJ2zI0tlsMSjHryvuP5/gi/PGZMCgF5YgnRbctnKEEKI64USLw1OWB4JLQK6R2Ad6wcV+aamcLCcdn6hf0OcsxtbDSDuQl47Jk8eJ4FzgcJaOk4Qsp3J9xzNLZ0uexZTvx4skrFU1ookW1OJMTl/cGFmU3RIIWFToxRiPITyfAZLd2De2Bp7zEYdsPNKw25Xswo3InO5ieN9wW/OT9CFeWgfa3Bs3S5bJ78wtq40DcpWbDLXaHUN/5/OnHrLNxonHQ1Fa/gWzgLT7cPe0c+ksXPy/vtE5fhfiyz/GsEEoKHTDoVNbn60K+dxEQIeFyMxcqyMlTbeYD8OX4aO58gkhnatH9pCXCQTC6O0XNXT5ylI+sor8ky1YQLf56/nzMu1/UYMj8UWjI3YlR8s4usS1x70vuIljirV2Z2l4qCrBvPLC9x8U0wtvazWYa2No2zaGUy5Diabfh53W1jhis41HY2Ic1xcGWGKwucLtnHvP85cCVLCgKJl9dF9j+n1WadSasxJ8KEtI7ikX3M20fSaVlbNAS1Vt4JK+VW1DsldDS8GLoV+bMcSBj6646q4obKAc9yz+nlZWJ4WKxnRNZfgt+G+wy9gFOLf8VS7Z2A04VV2Fk9hh8U9g2PnOR9JX8DVmHciafRjZljQnBTgVuCNU6dpwkZk511quxkm1YnhZyNOfLJwJPmyknH8XJcdC3J8gFMq0UyLQ7c6pLvlZZC0nsIJAOOY/Q24EImyZKwCQEpSG11kpYm9Z+sA6eF0y0PFZeMmLcZx8mFtM1qttHHLS8SojbrT5a1CUfb2IlTlKht4oQaCStbnkXZtr7bMyKUJEihBJjv479tY5TaRzJyKYi5cJPKjqQ5TrmUVqWt/WhN1Ta3bIqwFPg22nj71NVGFSvZvlLoS8HNaeXeLBkWw5/lz8u+ijMcmEXnaBczN65CB4a8s1BrJsFVoi1kXUT9vDNiC54HwhnE+oZu3Lfuh2OZ5V8PUHzCAPaOJpCaqSwjB5ot2zMQrkfEDUQbLptgtTE1fmgxkWubYHKg02/XRbAnij8DmEJVMjlXe2snMpM63efPckGjFCLrR7I8x2Gb4BwkQ6CzTyUTo/fSM1QfuXbouibj0RqgI9g486J2l6eLyDRRUjGJUxaoHHeRyv6T1g0XDpI+KWDpHbwsgU3Rozry/3FC1YUpMLmixwUOr0ucZW2rs9beod90jRRKYsqyzrxOPESC1xdCCMQpXzLDBH9Oukr589xVLucVbztJWxBekgvbTPZnksIXN0/4fJT8i4WLGW0XjB+WU1LySwm5HFxX4Yn6KWE/0/NJwlzco8S6nhsU0BWLAN0MkOATfIsBF2bGZGWTiq7xrMlycMldUjLDMg1MPmkIuDs0IthEzi6toUsb7BqbbdDzySo1Q/ks174lva6gnTREghqhN9GzPCu58hmgnDSSYUmQ7mKbBcJ2EAY4OeMAzBAHeo6S2soNJ4SX77a1ufJsTIYmeYDH0i8yFCVnYaI8jyB/py0ZLdWXNrzwdjMUHR1lqPJ4O96GkXFASwLknhQKI+8/bkUEY8a/xtuVv4+Xp981bF3QJhwJpLIQtLUTLWdrH8LBf0tFlmjkiohUiOlEGHlYtVJhTknZnvQ+Pr75eJCWJM/9F0c7Bzm/qtWzUrEfbi3bjvpX8jvb+ikXnlKBoPayKXeC3i2VU3DrEYIS5IKvXDugZ4gR0WCVgkxqtraOlWtSxDwJSPMSk0PlW81JbXunFBbyWU4LZ9Zx2rcUEFyDj2iw7F3yVBQ5AWQbcatACgpbDCMXgIBdU6ffnPlLbd+W3Jdfl5OaBEpOCEYb4+JrllwL5ul6SBiTcLFp+ISrrla0mTIZFj+qLueYYQv8xBz+7oqFsVcq0feT4Jfrj3xM8D6X97lrz9YXBPw6d33WMMtPrnPysSjbj9MTJ7C5kLIBHYvIM0rYxrLNpc/Hp034SmHIgSvj/L5N4NvK8zaQVj5X2ACTdi7Y+AHZUgASfl43fo/zRo6LynHcNl7j08Hjz7cEvOXdoRFtgrtM/IEbSUnS3AsNDT08AtXEgjlt2iIxEccxQyRqhlBqXB/uYosTmEK4hPnK6oG6EW9nnk27JabI5TZbYwpp8bfdt5agOVMPGyhsF6FhazgoDm6PCRsr6NKrkK9bhmcauzxfP+Cvj4nJxpmyC6Bc9sI+Nk73w082eJsAFKsHMUqivywsJd7+NqYrN7VwmvgOTRsT4QoE4At2Bxgd9SYlbfpwRRmiR6ZaAkJBFwhMqV2LPuB5GOkZHvJBZV2EQkG6OXkdHVZn2TY2Zi4VCu46BBBZc5bKjmSSBK7oK9s6NOGQtMm1Z75+GqeAil2HRnlZb7lphYLRpbLFhTrVk8Ip4tyE3PpLeq9NgEpBLnMUBv3DwKbsMr4UuyQjT8Ei+jiQwOJ8M26dUN5LUtht/MwXkkopBKmVtgC85YVgoE04Tui+YP+tW4Qp71m+G9ZdXnzTi6/BWLcsy/xpfKDTYGYaZQTHIEtiK/OVae2tmRiD3huw1hgtW044ue2e1bF7aA+82HM0Su6EAMc2eBWXOxdieUcJDzftaDKbCEPSgKPQPfp2LF39YQy77QEeYzs4af3yYGgOpKzw3XCU7JULObnJw2FrbZTnEIDaWPYyufNkr8FBASSEakwr0NiI5JMFIF9sDfG0lbxQcs6AXW0KCbmpxnWhKojuzpOnFJEA4UJBKDOqXDF3C7YUoXlMQrD2xMpadhIq+DGmFLfYXLSf6kP9xoUY++31V8FrH46HM0KOz6bg0DcXnrIMbyfahRpn9XD8AW4xx2l+s52YAMJn+DoaAR97Uqhx4SPpkEJNuuJ5W0iFgx+fyGnlrmluERPtvG3480QTF56yvWxrrpyv8vdw/NR+st1sgh/+TBW61+aCt/zu0EMmnYqaWnE0j9/phZ7xmD/45cjhrUbQKcXcyPUq9m0mjk3AY5vEPqTGwWkIHgonkpng14Infw2KeRasLIWO1uge3hOL184BxOnwhGMBjsXTE0a9TPeSHqaVU2CwDY8XGHxrmBFeupN8WujbHnztCfbehlegGhtDa0xaXtQ+NTkU1o+3BIOzxKg2RiZoAWIyyxMeCirnuxFJgPLdoDbFh+NpX2thLsQAzQMUCqVJWFSy0MMVKKkwyL7PeXOiKh7ZT5YxZA+6Z+0s68WtWH7NdU0PC2WWd8T7pYUBRCyTIN6w0gg4frxhXW3UquHCUHg6jHCC3CBK+ZJ3io4UpJwujpvTQopYjtHC308WaswehUjMomwX3gaSHtt9Rl/E62Xb5GIDrgxJ4S6FpayrqF/Z3Yj7Vn9/LERiUyESJ0jgd46CwpKVX/LTd0SXRhVcdGEF9px8XXiaiGUAKeVgyYrzq+OZcr15QgqB9k4MXbL8vHQ4+GktfvlAe3J1Olq2+UaokfOwh5wDXQH+svJiDFfaYnFsg+V41Nkdp0yZ450EwV1avpWhXeCRlReh5I6LxdPqrMd7p1wN48xPv105Qyv0TmCZ3BMUhLiQA79uhXXjkhWE1mtCZQVglp/Z3pQ0NhMeVp6g0DcR80sp8PBy0k2ndXU8LVebHgACEetYVYFqvcYUqDKukuiphofo4UoCH4dMoBV6xscrCfzEGK6kKDEmKxV7ZnlYMtTbmDTVy3piDFMQ+Ltj+gpAokIXURCoPOHzBWNiffLdUYEct8an2IlFpGRQZnnp7rW5Q6lvKy7yQ+1ApQXI9aPU2Atd6zsaSfj59GitvR37ALTrBu5PR3v5MYmO9fVbJkQiyp22BnCc9ClJZDJc7sZxnAy5xgqxgzs1jv5CKGi4Jef/Tp8epS2cmDxuytXoGdkBw5X2RByvYls86+6NmSMrQhoIfIZaHJ7mu1Lj8ZTcCSgObR+ut3A3pg+p86dphO5C6crJOVDllEljRfaJUKh6k1hppMtQL9fDAIMmVXHTZaiXeDhDJHqq4bEljaWwDB+/0siWxNYisKB1ugS0RA9fx7RsZir0jK+e9JW3K2+nwAUOFEqd1fFwQWVxnRaKE+MT2W640Mwsz+kQgpUUhKq0EFRYu/j4qtanb5JZBohdv4xkqC+xzPK2XfTcsvVxFkqdXkLc0hU+jiuwZPU8FHrGW3e3Kqag0rpf+4aut25S3f8o4MwxbUqScmO4Q5RD4DLJkBxVaq2BTz1DolbA3HDA1xSyJLEl4ExDa4yUW1OhWIUudJT7zcnOtt9P2FiJL8xgwoiInWTMCzpjstdg0iq2u9BXENIqGkPtYT0IVGgN5ksplaf+tihTZUwpP5Q2aWwbjF24BH5d8/1pFag28wat5fnCPVN+ueAiKS1MKUybDHdDW2gh8NAIHxRUemEqdyUGFlPFUzbSCHeNiEAPaEmDgxQxej8XXrThI42iQQlxAw+GvzZJONLQMnBSqDwFlfDbhguvagK51Old4MKQr+u5bjKOwS9HBbLFjV7Y0PXmSqr7pgW5SyptvrLcoLnALDXFtPnKeAoUORCy5E7jMXDcDZUVT8yaYH3NhlQourAKPbkWEwezDrp0ukS4QcJcseYWMKK0GdgpSStZKUGWBe19smZgJyAmD/guuwxKDxC6+vi4cRRQbk6Hp9wY3c3L+zxtpvtyo+EaBuC3L3kEMihikVg2N7TmsyTDDRi8awofrTMoG4XofGAWd34wpVCWnhqm3GUS7MYNbWyISa2IDXYIqz0X4siirPBxQvGAft9lsth5mxI4jocjJiFugGNwDuRqh2ZenyQ6tpR4essLwSAfG7fmtEapOWVSU0pJAlgXjVPnT2vqDd4tNdbU6VGai0Y5uRkgMx7AsLqgFDrqXkBDrrdqepSdncfwVD3T3MhF6zP9fP1L6dKs1C2LrsUEmQocQKVMtVIXo2RQ/6dWeoZMFzGFG9CmlrqUeOqGQuZBgiaI49NInUKmZiiw1iJrwfSeNOAMMobI+oTwpM1T5wya9AQxj05IbxqoHTLHL3e1KZVe2SCh67DxR/gqlWzKT6BEMV7hOBkUBJ9mraO7I5VKr9Dxusv1wCztIuPxSOnIItj782y5xDWs0vxgSoE8WAjfTy5QWsKpoqRsCXjLC0EAhqCgjtTQ6ZOjSquJaUWZkupKa4cWirMkauVrVMydBa2hc066HGycFtLifYatlMaMwl2xCX4B4Fs4Cz9onw2Xn6HIA7crLp5p7MLlzoWJtFzmzMMzDZ1m/1C7+PSlzuTe3BdaXUDEpZU6uSopPYEAc41NIKXmtEljS6b3gIQhALhuhrxwfWE56jfCm4mevvCixd1bakqpFBY2RE+icUOBmFopbOkzNy/J3YiplZb+qHJA+BzHU2rSAH8fHXmYWYFiigYXokFoRUZPja1eWdoFsFu3SqXPLF9pMVyogbLhuhm8GeI5TkclJY7NCFuHEATMwehDMd+NjzdfZU9G2nxVuFPL5nokUCmT6vrPRhbM/e+qSWw7WBJb2tQAhFaGj7PYvhYfz1fBI61R3kZKobPpcew1/la0OusNHNtgOX7onICnx43g4eadom46Bq5ysLy9DwtwbCQR7jZYjgU4Fsvb++A6ltghAq2hVYqM8JSklVxrhI9tIEqVgZ0UDe7+dpyQyQPpk8/KzRrEOHyrSecyJLGl/uKxilnap+Un0LWhFWAoLNQ+qelBdOctC7fQNSkUMd5fxtKCE/RZ+gz1G8K25eDXLb1QLka39PtuxNReo6Yes02AcF5kwdPca58PQHocrRsQhCUQ8F2aWYUpB5oXqbPTD4QWNget0+PYjLB1hUhIbdMHaxwSLNqpZWswF2TK1eaJMTJuR7r95H+AnRjjBzxTvjL+Pl420BBzRrB5SIufO61xvbdlmZio7eQO7q4DoF2gODwNE0Yq6MIq5BtewjMNXV5YhKRBMkafjn0GnsOpvQ9iqcvSrDiP4Qcd+4dpVrjWK3/7YN8q7ydpbV0VnmlqrL0xmvwt+LFJY1tvD7fKywwSpHSwE2IS6SGlh/cZ4aTx48czFnonJNPDLRt+sACBT2NsfjnCI+MCpaXh/09MqsvDLGyWOxsLie2TIuwDSgW7Q4FwjQkIhenHm68yYykt84naJhFPy9VeWAFf65S0pMFB/c73HvA2QopEthwPtY1op0z1oXJCAClXY0n3hTHJbGGGiMVErVOYWSoc2rX2UzIdJYwl1X0NYE2qy4UYtwplHAz9lhDDoI3JJ3/LZ2045TFMcTgkPn76CJWRaYLiaCHBIJk9/ScXnjy2SVqRnFnw9mCbiJycwsyh5eioDHhpVpq2gatZGW5hk9IgkwsDUKNlb9MAJXtt8RUEXp5+2wKg/fcFQcaur/TwE1EIbHFwXNHw1zbypXx4IkpTL3RdTRgoH3dcGcftKC+J7WAhVHzyJZPtWIRV6PILx0CgzLleKprgBBveZ1wYGye9hILfSIZbK+jh5fh44u1EDI7o4YHlNY45ZnkuQo6LDn+wHkrAksdSX7tuqAhZTjqpmoRWCD2jrQlHkoLAM7nHBc77c90e48fwxCgovG0ScXAByHEAxgEAqQRyvtu7GMMbq2a5b7rSU56obWwhH32TMH/wyxEcY0l1XyNEhCAQFUb8uCi6bzklwnoNsGue/Eg1/oz8tglGGdDK3WicllwudPXx8xRlnkEeh0V4JO0WbZW3iR4dhaqrM5+xBaXL9rBZHq5rbwvxTiNwmgMXrrwfeNoe/k5K+5SkvNjeDUROZIk9iYbW6aTiIU/i4Pe4IOJ9wIWt7b5sf45PnrVJdeECj48JajcukIRQtVrocsxXKmF+PSmgpaC19b/NgyBYUkSYtvZ5loXtJBWbAPHvG6e01A6h1OB7R7jnICYYnO5HPCwtxdBTQwotbUCRoRuMzoj3qbUvPMACMBXQGBZtxeGKI99EW+jRUSiWCq3QMz45szwH2TYkTK2HCPg4Wlex8eaV1eUKFI91hq9gDM4dS6r7ekJiZvlAaDCBI88HjWuWuElGIK0SesYW0GvDmzCJY+ngmbHpWUmHFHpx1qZkXJImW3nJ1G2WGQfbc7z94pLebhwN68kVAykMbQKLMxdiAjwZLhfeNYy5knCNE/Zx/cIFtrwWh4eei+RiZEKMA1d45Mkr3JK3CVlbZnuuYMmzRblSI8ezbB9enySBz7+5csPHmm382uZm0nPUFlzIsdNkIseK8W+yXPgmMB4qxd8jvUxSEKYRcFJ5orKAnVb5Dlvy3Lj3+vc8wZ73NqnUDHhn8tbkzPrw98u2dP3zZvvz3iaYmgGUWkrmejZZgZSn0MIbVMX1lJRyE1AziPUNq3Hf2h+MJdV93YAzEznQuJnOJ6MsL4VknPs0TsDYQDJLnhmCT2K6B5hb+AFzghIDkKfuV6uPzUok4AyM3sPxyOB9aTnHMTyb+zfOCnS1yaClxaw1giwL3PrhjFjrsK08gmEcSs3XRIMs8uTecqLWpqMQJH7lWR+o/ZnLExUdFc42hUFrs/6U1ULr8HBv3tZUb7omU0VRe+Ycr7zD2pcn86VNKRU3GiJCNEjFg/eh5VzUiDDnYypOSeTPScHG8UjvCF9OoPbl34HiQ5a7Zd7ahI08cJqsPbrPPT9sM42RbkgCLyuFmuRPvM3kPUl7NcWdBJDwgGlHoa/QD6Df54Os74lOAmo3+vbveQlx+wD02etJAti2OYZ+5hwUm3sB9EIpBbgxPPN1hpheeuuA5gOYA+9Mrh1KDVe69QgcwRRoYpHWk6S9SiuJ8BADlJtp+D3p4jQry7S+GMbDcXLapdXCn5P0yg0E8hPkYyNGYro+jPcHa4DUHzr6DP/PMwRwwSXprmHMixgxDzFQysx8Dpg7S0mQcsuJhAUB0cotK3EepyHU+Xor73fX73MpALiCQe/h7REoFUooZAwHf7cNd8D4XVOZ4W3MlSmeYJgrjDwWkuaBVMI4TnqP3HrP24dAsbahPIDcmuMKUZzApfvyGn+WW3r0n2jj5YIMI64pJAMF1DxVJSJ4bfyA3+fAn5MbbiR/4Za/XHuT77TNL6p7LmfSQm0dJ3w5bn6PCz+iX/aNwKGUCo9V20LwlheCSnYSYHaULb0HP+1cDnI+kW2TjQa+tAC5lsnv2ywiysrOcUtBIoUKZygGbvH+gGlZaOS4bQJQnlYjaZHMpsKYIcfFaeHJbOMUFl5/OUF4nCOvR5xFpJQvNJhFQc/x67xfOEghLGPu5K5bejdllJcCnALNyfq0MWx6D1+nBCK7eQN6yxWz36luHC9X2ug/rxMxPS74SaGQ5QMGqkLrmfe1ZH68jByHnB6bMkjzkSfFtQlSKsMFhOPAKij52OG08rJ04gqf31wJkIJOa99zwZQCOZ7kvOdreVxJIrC4Mo35wjO207MyebAj+AivM6ed2kpabhwPp58sX+5Rk20vlWsgQou2jYXNDFuHO1QKCe5S0Nr3ZxdEiASincDdF6KzgpPYKZdbc6+30C3eZaw9xk0KKbBIa7dpcrZn+X+pjXOmxNvGdo8GcZBY1iKgeBmpmcq1PS4UoMxM7HLwE+N2RT1sayw24U9WQ6DksDIVHa2jbR2S8BgJcH33IIVMyA0q3NpzhLtRhLEEbspg3UxHxwu1RUX0GXdzyk05hrVKigijSVo8/jN6eBiqocGyoYqPQ8HQbXWVgjWufzhOfp+e52vAnPFzpUkqYJyBy+u8D8mlKZVJKWikMszblT/L258EgdxZzddWbZaYj1OPbISqqzXbTa7vBv0qlnHkPCK6OU2SV/D1OkmXVMrkElDS+iVvP9umKF73oHh4T0slYDPBW14I6orr2btcI2G+dWtakxJLa0LAtSsx4K3blftEmhYOcmKyyezlK2vzYw0HUWr2d8LFadVyQNMi9UCbn6uMYg1FWc5wpPZLZFbccPcZDwEAosxeMg3X9ZhYTY2Z5T7nKwg1uQgTlm1hMH6lPDx9eQShDU0+HlvbAiYDDa45XkjChnwYzylDCbhQ5ED3bS5p14WR+Z0sGScXrrPJ9TPCRXSTwuEKvDU5BJnnA0FObk4fH1SoKFS02Z+0SzZ4txCAPr2qsTGsp2RAgTBwoooVXzek8hy40hAIMVF36TbkliifJ3xNS7aRsZYqxpYUQHIuy/cC0Z3evB2k1cPqrMsVqPo6ocSKfpYKNptHqr7OrCdgbrYRCb1DJaRsPmv0gXBh0tzl7S7X8vkmFttSkbinXTfceUptz9/NrUob/5KKzhaCrWd3KBDRYlIl1eVxO1yj85stVTJcWy43IDIQEhOsykBlybB9BhCbzLSVxSBJF6A8S1KpZDxtq83JwpkQdzsiLshd1MnQ8JW5w9OfrLE52PI/QbGw1mRmvH05E1UJ+elaLVvCAbYRR5nMX6lQYSkz4c6PbePtw/8LwWwoCbVDKLWWYLiFqF6cFrKiGfNPPGhBxoBKgczeZQ0DkElsiSaOS0CYp468I8Xo4RHSMiXrndqZlBZb8lgSvnKtlSt4/n1d0SiO7BAe/FD/Ep6pnwQ3x2ILpVXI/0uhxOnnVmWcgKN3SGHE73NcfL1RPm+jhT9j29dg86Dw//wZKbzoni0prgTb+qxUmGxWpXxW67Gkuq8VrEKQW1xpk+pSMlwO/gBVFTcdDp7E1nggREynY8QKU1uCVY5Hp0z2Om5d1O0nrLCqSWxbr/EEoXRpcY1Yqep1IgVBCmWxPT8VHsrmTiCFSJo2zvvHysVZgGy7f2Im9/a1iIRfyOB5oilO8eFCmWvuvM0Zw4jFk/8JivnV3gWhWERcmjU5FNaPj1d+bImCpWLm/06l/Njc5aJ+ie3TttqkRdBA1k33yN54sedolPSEAMc2eBWXOxdieUcJD9dtbwpeLkiEa1VVXC/HaNlXWJqLHn+IW9OOERrG8kntcPRkKN4evE7sv5nlvj8MbYhrC8tvrRWKw9tjwogbKgcNnd6pUFKYSiEZzAsHquwf+FBpgZGYl57jbWETwlI4AxitjODPazZ/iMTWJQRZJ7b1t2N+6fKqeD6evwR9bSXvj2iqtlJbdhwc/I5PnRGeMstLWvzJmSnDvdTIfJypBfuU66OnrDArU2lgyfLz0ikIdEQdt2ppokOlw0P0SE2d2sfV6fBs+83wdBQuyKh+yKCwkHDnO0YJj86YEV4yEiZAUnkjuFteWm/kiaimRBEeoTQFkFZp4Rnq4yCNMsaVKN42jKbuwd2xeN1cANqKYwGO9c7Cbdop0h4R5TDOOyKXPfjclEswfr2qZrnnQoG7KX0FPBZH821mH8n6MNq6h/aMVw7a+7xjDZUy3b5EA/13Xe9Un0iwPFtSsm1c4/+5UB9qB0a3bJyg3Y/xVgWu2WTJewaELgMg1MjSpjVxm0xGJjTfTNnp+W46ogVAfiBlWpOBglmWWxlAhhQrBXPHKncVI0MS2/62kEFo7TF2tjsxdV45ygcXbEtX4a5MnSGXW58/2bQONwNRHV3v1NRUSVr57lQePuFbhZkywlP7Ok6Iw1cUlEqZfHa0HNIjrZOcnxtuQwp6NBBkLuFM1f+fKk8dz1DPrS8m4FXFTUePJRchfbRWWNr7YUgByHGcjRtwSu9DcLQLPTpqui4ZbSSQYxPQ9oz3LsjQBAqn8NfrSGGJxdM7wXsv7erU2tz1WVOTjGPgIi87PaWDIr7F+YbrontoDyxePxclPc7AsQJTcLJ7O3ZdX4d9hp4P5zTnOUyoF0qd1oS4kXYB7N4n/3ehb1KYnX7Izyy/9hxsCdh6hCDXxoAMec+Gw86Ti+RZctTxiS4FR9o8YzI7PdekNiVprM0tkUU5sLkNCVfaLPeVJpMRkvAhfFmS6tKEVeS21KFVmSVpLFuPCjYbAJ5Q3pAh2Su5QYFwc4wv6PMDGZQE7iom8OlLTc+wz+xkbkJSftLmhtvQZljqoZXr1S11pvsNbWafc6HjZkgeyxPZit2KPcM7YLjSnojjVWyLZ929MXNkJVRtbahIce9IGsE+cJInkOPWBnO5bJnleaweE+yps9wrpqCKdtEqh6W9H0Eq5aBSDtcnSZgCnsKDFArY4BxP4RGuXO4+LhQnYv7gl8cyy282YFo8gGBApM4v19wb4uHWIDKkNWnuFROCuTSVQqY8Y8FZlcIiTIujdihkqJwm2miQJXcaZ6Z8TVDr9ElaeQ62GnHEV5a24c/JPlcqu8ICeEKUn4vpKO9Q6TRAwlQGqROkxUPCXWtPiHIB5OoM9DSF9FB8IhDizZKhnqxSKqt1uPs0LZ5Kk+kqJqCxnSWRrc3LohRGKulcaKvQhQ53wFR22ThM76lp92mqmPyCktBmySwPmC5rXwDlN7RmyyxPwBTwno07YthNqRwMrwjfzw2JSgX5/pQKmJ9UV/PNR34bJWWn31Li6S0vBDUPbCWm6Lrp86fJdS+mIWZKqEvgupBxV5kSvgauNWaVKpUh51lvaClx5uHvNkydfy1fChmYtE6VQqkpS9JY12SohNPJkA9OrtsKN1upLWVyXsJDLlWt4fb0hhtb0gpTeo676MiVmUVJqBkytWepUaemZzD8TScP0bxwnGxKFAeutNTk0me6rxsK+1ziUSpb+wCmAua3T33Osg5vgS6sQo9qMungkCWbO1cQgNCKypLlngQ70aNUGIyeOpFtY1ge8D0slezKgR6K1od4YFpa/MS8wUkwdIgA3qSZ5RctWoSjjz4akydPhlIKd999d3BvdHQUF1xwAXbffXc0Nzdj8uTJOPHEE7FypZngdfvtt4dSyvhcc801xjOPP/44Zs+ejYaGBkydOhXXXnvtptUQiAaZ+p1RLKyJT4bLk+oK/zUfoIkJdfmOTrllmKAmB12bS5/wldPBILVQr8l5Lj5y8/EBrv0krdVoyftJUXmwu6ApU9JYthZkCDE3JT2U7JUsC27l+vi061anJ3+7ecCBb8U54zoC5SNT5nQu/GprjCPxUmeWby6KsavC9U6tMyg/RbN9eftona1ewUU2lv2NOqmVn+Y+633aPJK6fVqK4cXAnepZKh0NL6Ih15uIYypewc7OY3iqtjN8f2D5+0qHLbGsDbjCAghPi5M+gWxu0Ixp5H1WN5yeFsCMzfMNgXonpu0FdGEVempaAlq0WBpALm19+k066OQdIL2CsRkhsxAcGBjAnnvuiZtvvjlyb3BwEP/6179w8cUX41//+hfuvPNOPPvss/jgBz8Yefbyyy/HqlWrgs+ZZ54Z3CuVSjj00EOx3Xbb4Z///Ceuu+46XHrppbjllluykhtqH2zTBndRFPPd2HPKdfh4/hJ8vPkafLztq9hz8nXhrjPpZgEMCwMAih3rsOfka0Mc+Uuw55TrvXAEXkbuyGObL4qFNcmZ5blANnzroQVW7FgXj4PvNMzlzPMPiT7/O1E5aLkaxTahHHDmw7ZFF8evr04PZxQyXtGvYypFg9qDrBzeT1Sv9rXJbdy2xhdUciNA2OaprX8Fcy1GnOGZWkngXgTHiZzxqXMpMrmTAkWuWXmGKpBO2aCM8Ny6dV3jYIFUeJp/bKYf4utnvvs5db2onWUsXE0NlK5gRuEueGdC2XF8C2fhB+2z4dbURueXP/9LLSm9CK19UR7DDghIjSdfMkM2ELZ5auWgcb13gZ9a4+PqqH8BDU4K5UA9hqfqJweWm+J1c12UWlPWp7HXrAeB1p7Af4PhNYVIKKVw11134Zhjjol95u9//zve9a534eWXX8a2224LwLMEzzrrLJx11lnWMt/5znfw5S9/Gd3d3ajzc9ldeOGFuPvuu7F06dJUtAUhEp2noaamwRzYMgiUgP7zZ2NOXjfWeWQTcverFFryOYHTS/jaFgY8txQ9RsjjzKgsB6Y1GnnGZIb7JHqpDXyaVbnirXNQEHezH8tEAs9WN8nUtGbB101hELd0M/M6cZzkZqu4CJLYyuB06cLiQplbmf5OQgWEeBw/2StZWAS2XIxEm1LxGeHzt3vB+wB4XGGwTiTc2LF4KJ8bxfbZ8kMy2uyHCYhM94GiItakWTvFJo7N3+4pCUJ4Gi5IBolJbDvWhUHxvtvbmvEk58TELSZkurfMi+6B3fBi7wdRcsNQgKl4BZc587C8vYiH66YBtbX2NvHxZcoIL091YbSkzlAvT3FhvKjQNyk5kW1clntGS/fA7ljcezIUtBVHEDrSuGOUT7KTYqom1aXEvMYyhxMYIUrjzZ1ZPo0QvO+++3DooYeiWCwGFdl+++0xPDyM0dFRbLvttvjkJz+Js88+GzX+4vqJJ56IUqlkuFofeOABHHzwwejp6UF7e3vkPSMjIxgZGQn+l0olTJ061UuqW9PgXRSxNgDiBZyNsfMEonQdiP6na5xRxeGXE5+7vnhyVfk+zty5cJTPUh2NFEIxkMTYbPTz02FksDxfxyK6mFZsFeJJgl6cRGO8hzN1mYrJRneS4A42ACgYgdwWPEay11pxIgrVB4jWiTN+IAycdpvCE1pqWWA7T47LA955/bW3c9CLs2LH5dWI9uDtyQ8lYGNNaYSZ5fmxcrIOgFEPoz2BUImi9mmJoUf2h+jDIECdK2PkRufzhb2btwuUgnbhnxhTRpdehXztC3imaYoXFA6YSqvscx9P1czyMmCe42R8JlFBkEc12tpc6+REtkQLlQOiZ4cqhe7BPfBi79F25aCt14sT5O/nChzbIBib5b75x+GBBtKqZXWME+pviszy1YTg8PAw9t13X8yYMQN33HFHcP2b3/wm3v72t6OjowMPP/ww5s2bh7lz5+Kb3/wmAODQQw/FtGnT8L3vfS8o8/TTT2PmzJl4+umnscsuu0Tedemll+Kyyy6LXDeC5Qm4+ySOMXoV9L75oJYCwiZEObO3CSVpLRFwOvgkpnviRJaAeQF2AUEgT+YgoWh7lp6XSVpttHNrkGv2/Dq9Q9Ivc83JScKFCD+YWQrfNIKdC1eZgBYw79H7iIlwa45rw7zteD/zTOU81EMpMw2RPEnGNh4k2BiJVIJke3Iri2iTZ3bSb97m8kxT3vYyn6XMdC/bStJN/3k5rszE1ZXTC5jzmI8x2srPXYocH59j9J+/l4OYt8F5uroZUAP+Yfs6OjYAtrYsLEOloqe9tJQ8r4bWZh3JE8WPUPPxBjjo4H86pYULK1l/wu/Tq7VCcWh7TBjV3okxdcu8E2Mc8T4Osq6u6we6jwuPtmtcHz3Yw+bFAKBdF+2lzjcss/xmO0B7dHQUxx13HLTW+M53vmPcO+ecc4Lfe+yxB+rq6nD66afj6quvRn19vUSVCubNm2fgJUtQ08SggUSuKZmI1jb4pbXA3WsENTXmYjpg1yhtgk/i45MUMGmT6x50jTMkzhj5dZnpQAo2abXJspJZc9qDbAa5aJ35OpRkQPTeBEsrOAiamBw/KDpg2MoUWrzd6HeF97EKLT1pkbjwrvPDmMtutP9sApHKUNvxlExkZY2Ww3cT0HmrZTYWpBKRc8KyvI/5+7gw5O1btliPXAHh3gatYWwT4O+nTVDyIGytTVwAoIWQcRzzfE0ayzZcct5RkmlqE2ltybkSjEuLAExSmHh5KURYnJzWLvryfQD6fFos3o1AYciZFhQTcDqX8/Dool+GuT+JT/H+5oLQbz/tON5JVJVev61y5j4GGkt8rVTwEqU02hteQLkBeBUAnMnmeiZfEqK+lEJRe2vlfU3rWX+wNuDPWxRepbx9CHu0XIXZQx1ApRlwBrC+oRvd67DZYbMIQRKAL7/8Mu6///6qUvzd7343yuUyXnrpJey8887o7OzE6tWrjWfof2dnpxVHfX19sgDlA1t2qsVVYB1IfMImWXlAOGg5Y3MEg5ETF4gKPg7SyuK0cHq5VUhAz9rS3Uh6pCsFMK0Nep7wUTs6KmTmxIB5WwXM2sdny9TAtXT+mwto6gcSWpJejpdbQ7wtXCBiIdN1AmL+/P2OQrCrg1+X6YYci9UXjAWhSFD7EX7KPMGtXtlGfJMLPxSA2obK0S5XaXFKhcy2aYv3Ix/79Iwce+J4OeMIPOl5CMZP2Zwn0urTon24YOXzT67BEyOvr4t6SaRyy/E5TlSJ5DlHbZlk4oQrH1dU3ja3bAqzbenGUDAdky/xusi9DHSNv0/el89J3kPv44doB5u+GP+0GQS8PKeTygTlHfS1FOG5QQG4Fut6M8Dr/hYSgM899xzuu+8+jBs3rmqZxYsXw3EcTJw4EQDw3ve+F4sWLcLo6GjwzL333oudd97Zuh5YFfiWXMBu3tvSj9CzNjeYtGb4QOeTnp4JJrWFAVKQuI1B8d98E4iNVttE55OKM0miRQpbTiMfrLwMv0baveuGTJe3KxfoWpvuLx4XyPHm2MTOMfySJiDm9BI32i/8eWnBSGYuGYahkbtmnXg7GoqNxQrhOz2pXvRs0P7atJ6lW5I2SdGuYFv6ICpH7jVSAngiYcJTZnNDJuKVjN7WVzIcJRCc5bAe1Kb8/VQ2zi0vlyscFR0DXKAYCgmzBm0KhBQ0kj9sHA3fwb9pRzW9i0KNbEoF1ZPw8hAB6QHi487i9jTK8XaWSrU845OXkdYgXbO1KX+W8wvikxyIZkmLhErF7GPqM6LZophsqWOtMwvB/v5+LF68GIsXLwYALFu2DIsXL8Yrr7yC0dFRHHvssfjHP/6BO+64A5VKBd3d3eju7sbGjRsBAI888ghuuOEGLFmyBC+++CLuuOMOnH322fj0pz8dCLhPfvKTqKurw8knn4ynnnoK8+fPx4033mi4O9NCkFneqLUTfmxCRWpcBFJ48gkiLTOOx6ZFc5BWhKSDwLbBgZ7jjNg24ImB2ixJ7rqT5Xi95donrz+/FyfEZf258JftQTRV2LvLFROnI+rHLS5pjdBv2V7y3ZyZcgsi59jrQu/iBwfwCc/HT2A1s7JSoAQMhylInHZ+HBynmePl45CELCkdwTqVjyeYC8pUUHjb5MR44uOHW8pcWeDCLVAYxLiRoSwUh8YtHSrLQ1firDlZb6nYENPl1iIQ2bEbCCIqWy6byk6F1bmmJrzPT4rhwIWHnJ/SG0BCgQsnLiyCthMxurwPaAzK9/I28seZpvFAigC9V/I67tak9/Bn6WPjo7Z2tfFl0WfKJkw3A2TeGLNw4UIcdNBBkesnnXQSLr30UkybNs1a7oEHHsCBBx6If/3rX/jc5z6HpUuXYmRkBNOmTcMJJ5yAc845x3BnPv744zjjjDPw97//HePHj8eZZ56JCy64IDWdkSwSXEtkjElr5e0aGx5Fl1rtLQw3dsF1dXRtADAHIROixk5BHtoQWAYxlgwblAp+CIBLoQ190RRM3KoSGRcCWoIFc5YPTol380khXbecZj4wuYDg/21DSArEYKIr0x3IGZvtXVKT5YyJHyzMN7DwNT26F7jlhHXALRXO5G0Z2zmdMs+g3OjDQW7M4c/Teh/POm/rb4mPICl9FBdifHMPx08WKR2wzcvLTUR8zVGOD57jUI4RwmkTELLfeVvLvpH/CaqNT/4eSZOkha6TkOF7B2xty3HY6Oc0c+tWJLDV5bJ3dikQ7lngQkkqoAS2NT/65muxtue5EmCru+SZtue5sCRhyoW6Zf3QaDcu+EXblvUo7uu+5T97d+h/MhhCsNY/Qki4WLqH9ojEDwWpRNp68XDL27yLMuMygT9g7FuEWWoUqfHx8v4Ei00aS+lIpDUJhIIQCJhV1TQtksEQHguzMpK05lg8nU14ER6yKoBA8HixjwUEGeFb+syTYnj72EI+/LYP4g3dJsAZjCoatrAGILzuC6AgFpN21TUXzaB0qgu1VU0uFAZcaVHKyzpBIQB5lqGe14MLLccJBQ4XUlwwUr1p0wrhkLF0vFzQXkxQ0TcXsBz4O+j5SgWoqw1xSWEix0xtjdk2nPlL5gmYcY8bR6PuULljlI8t3h42RYm/12ZFSAEmBYbEK8c3rzvhS7pveze/z9uHe6XoGdl+cS5HuUPdhq9KOiRvzFpcnbY1RdmnSe5XLuBkf/rXtevFAMv5NZZU9zUCCcEgTlAMJi+VyGeANHnG5KCn33gNmeXZpE6V7JWyp9u2lZMg7ZtUPRmuDJwGrNZRYf245BxhrA2CduEbClj7xOZgG7/etGSlBQcEAqSwblz1HGy8nI2BqbjgdD/5bAfbiiaFkggdSJUMV1qTMfiUBvIDbV5cXp0fB0fxdNJ65cKe8PgWmILy8PA4Qdq+z4PtiZaKawoQaiYNU9loK4WHH9Nz5bInLGX8IhDgNDwbuSFv23xtTbSfJGNk1x0H2GVwJUrD22MVurC23kGh8WWoikWAcnzCS2HEGjqDXtvIY/okXaJdoL3A8p6R6RiptKLeKaGj9jkopU0hVM1is9U/7vkkQWYDG/0SN7dEpaUm8dvWJeMEKa+PtAolxAhEKqe1RkWPjgnB1wIRS5B1mNYKf1n1VQy7bYBlWVTBxTZYjked3XHKlDmhYSLcHKpcSZeAdvJ1oaUhBn+mZLi2tSSySrIkw61luw+5xuv/TiXYuQCLcXWlTtLKQTIFx6meXDV/TXiUm5y0jPlnUjYIeEwiCeT149Mnn41zm5GSUJxgz1BPwt3mZpVuyrJ3ikisskHCXVpI0vqtuOkTx9piTbN6Nqgst+jY9z4D//7/7P17lCVXeR4OP7tO9/T07fTpGUnTM0jmIhuEuEh8/vnjh2z0kZiY2MRJwOYnYoyEEZAQ8ArGdkBCBoONJMBJbH9fbK/YWMLEJBNj7DgO8TK2wYoRsb0cJIGEiBAXXZiWRtN9zunb9PQ5tb8/qt6qZ7/1Vp1dkmawR9pr9epz6lS99e7be9t7vw/OX+/h3emNeAAXFHS6yXE8Y/m/YWX+C2FfWeHOSbyIgcohyJr+Wt15Pu5ef0UOz5SV/Z11XNT7PazM3h7ywcUINbqkkxkIEo0QpWwpJctDRG5kyDnBKVr20N6Y3mREYc1i6WRvPzC1lZ1XLJI8GN6f5QWmaWZkbC9nxxumcoPHArnWEFH570XUaTwPdLYwnO9jzz/pCT6mEijBZB9ZwB2cOPnt+Ovjb51I49N4CT557jn4wv7zzd+Xhks4OnjvRDpXLL0nP1uESthoaWMJR/sRNHrvwWCRaCjLfGnQjeOl++6MFxnMQiMXrM6jnVImZaVDl9FI7paXLHTaGBr7cqFshP6i+WGEeg43S3YX53D7fT/ZHumeQ6Tk3UYh1FuepNB0kQjsYrTUeQaJi1fu2qNVx0wkxdjEeqWKHxlDUx1ctnkPLn5kGq/Cx006Hg6XHvxNrMzeYXp+Uq+otumuhgqdoyT5/9WdS3Db+tWwIkcFL3NfqPRNULf888QlC21UaO8rSZoVu9Bo8j7TtHkZR6eAY89RRdVqeZm/ucwYw2FX5iePYOmD8kfwAF40+6v43Z3rn0SWf1xKYUFnA3F3vBj12DEcxoG9jRBxmktbdHqgamnG4q8JoK7eZg9kvLWBaeG1rmKiZd+jwUwFNFZCGDzpfQvQ2GE+uDlMN9WBHAOI5mdrGQESPFuziYvHchOw12LdxmdrVzlvrZHuedzIRhgAbhQBjioI7NLvGv4qjyREIbCfEtQQUsxCN3Fwe+N4JPcxKQh1hCMKOFbqlbep3vSR7O3hjWu34G34pVo6Dh53918J7+hsrwhZitRE1QnKQ5L65Lsgvevgq4N/Aq0AmZevrv9jeHm8bpfoeByHLE/tWfBBRp0YGRNpaCBcGju9waFmGv3suFrFsFCeYCMvgnIPhN4oKePecMUE1D2GI/jdnZ/GmShPDCVIngUAzCTDqMcO4xjWphfLXVt67SE2A/q0QpbnEo1wv1MqK14nkonSFn/N+3JNqFjnaYF5xnhlev3NuXagscIPkNVPwGMBtEKWlyLtJLy0qZd+n1jCLg+rtgGf1UcWEpdtigHiEdiHZAGn+TolGULdrTZGwjj02kSJjdN4Opu96pEJUsqtjA2gXFMkof+cU8dwd/qCPARaT+fkeBlru8+ozqlcGbYyoKSwF5jz0999Rr55rp7OMD0X/VMXliE/OXIgcz5N45DYN6+E8yifV+vaUSj3m1fC7Y1KucchSJcl6b9l63VxNKRN9PpkLC85srzXyhiI4uNMlCeGEpSBnXfCgel74qBEks/jzn2HQyVKijAaDHduHZUzbfmAike474c/qJDfcCESD45DqrwWU6wTRGKnaaWrd6/G0ukQBtt4HHoq4xRIWhgaQNVQkQkcC/Yq/NQlJog1Njo7pVcqNMa0gaSNUhalI4YPh0SjIwCzYWiMAX6BeOWezpVnA6VtgbLf2hgtUyScSUgfSLdwDIejyOyOciOB+ZGxGItVNyaDjs/N5TTPPTVufj4v554clbwIH3QusbvVDCAbGhq0U3M8LtYSu9sH4micPCdUOsRPNDr9znL5/jQt/+d9Hs3Ldi+DYVLr45MMrzOlnp4YSrCYqPkibsfhouVPxOGMJZQyCQi8uVbI8pzFhM71+MTF48GxlQoEwtnDx4HGOnpOzhHJZ+cwXNxoB64q1qqCRhp2N9sr5ampIGQI5+KNhIVBNVxMQj4a+0z44XN1U2XILdrYWBqGbSIenHi4bTx38Yz18QD5PaZ0dsr24G3rSc5XrJEwtVP1CkTBy3tiyj5lJAjNToK1ZB6HcSyKzMzUMFTGQJnFJbZtku0gjKrXKA/7OF4Knq1zjUC7KIvICW4fIF6x87vYEEsSYLwQR2O8UH2/lCRpUZ95eOsYzTgSmf40lyeGEuSSd+bKzG249OBvYjE5Efx8Ph7Ah5PX4q6DpzIoER3mA4IB2giGy7sE5Xn2KPPJEQUaq3kQoSp0XCQYrhQe3MJTJ4kHe3UIvTY5KJ0rRe8QR0cSVkubAMGxCT/ViQN7FbCfIidpGEryPsJIYGMDKJVfqoyNGKNFb4wQRdZWKTOyvNCUfvf+0UUAOp3QKBu3AEjtknKXM6NBRCI2OtIPFY+UcYo79z8FFyWfx/m4v5HO/s46Duy7t7wo9ck3uQzn19u1jaRB4002SYLuzNcn8nIB7kN339eqvHDez2iDJYt++O2dkoZz+Q7WFjS04hJPLjpKsxmekdb0onnZgtO74wFgKhKZ/jSXs393qIDqciGXPssY83Scu5uWUCKzh0ucMS5aGHGsnrHTNJCt9azR7M6j3DbN+HRsQXH4SScGzj8Xh8oF1oQPlQPlBFcWLw/y3to5NkaYBo0dkVfBdc0VvL11P8c9k11s2mrWxsYkfg48Uu665DUvoLKjspGOHLOQd+t6yfVOUnNuUdFhGhwKlzr1z8XR4Tuzy3VHNorjDbSOxx6LK49+1NLhs6qMoMJ19X4ycKw+Z8rtzJsdBuc114t3vcpaqUJDuWznXlx8Yh9ehY+bdLIdmTdhZe6OcH5wcZEgthrklzfaAEh8ih8+toar04/W0vlw8lp8/MhBpI4MU95Ekh9HuP3Bn64BkEW5s3jlA6XsUDsxXepx+zf/9WQaT/mFMEsU8eRG4wYgW8WHhKxZoQNZRC318XS4PpHP/53AE/zbXMyMMVxkwwNQzQjDE4GL1VSsQLSC0+6/FXKRMhqF6NbyvHy3+LH4q1GwlcmtM2LIdeKvgnIvh51ZGVvZOpTF6PKNF4WBMLeeHWewcqF6bx68xlQH7tQoO4skdCTTCxsIDGTL7UHHEwo6Uq8lyvTC7SgCmmmR8ZFljFksEeoXB6XRonH5qB/85hbcwny2Tb3OSBBEeI2dyDxRFpne8JBx3jCns6zOPlrRjZxWI3CsnBNkj5QTN0hJkppkC0RHzxMD6eOyna9MPicoY4TnM3tyri5BggKx1bsgi5BdZuRdtvs1XHxiH96GXwp4uQD34d/hbSUKO/VzQCOPHEUjy0t9PM2DwniKQLnvrmYXhYY6fB/Fhx43xsH5Xv88HN1+Vz2d+euzYxKcQYY26jQ97zHEk0rwMZTatGl1cEl1yqNucskzWglYtC0gUi6sgOr40QqRr+miFaZW6qz8LHR45kXzoelYn633Wge1NYwSH/JlehYMkFbEnFXFwtbjd7OC4vVay8u2DBK+buXUFJ5YKWve6Hk3SsOcsRwBYDq6vZgHTgfHRgIrZX1+ktuR+dkbl0aLRnLn9+p0bGpsmjlsp2WNXXm2XGi8JD7Fs3dXKWNMB72Zr8IlKHm3DrgzHeTREYnUSApAB/jdU3Az+yr3VzyoqSlctnUP3rj+P3F3+gIcw2EcxjE8K/k8fmP5e8rMUiwv9JjIv9vn6hQSu+wwpfBuQR95hKUJWV6f7zPKRD6szDD8XejU8cL10UU2DcnzlXOC9+NFs792Rs4Jnv1KcOVN2WF5LtagsMJglhKSe+o8Oh1y1IpR09E86Hfq8FcdL5IoV1u0Vp14MNfRtuouYStjp6zZLvp3zsHJz0yRYKxTQJPajgUiH2vwPgwB6vZjz1G+87Z9/f46rx8I87haCkJjA6rD8wBCg0TaTId4uQ5WTlGtPDXiBHvacq0pgmGNcz1OrHOMVlYYoGxbTuwt99fVW9eXedeJH7ShyIC01hzjbDHyHnmG65gr5eecfBAH0i2sJfO4c/9TUEm2r3H8+HPOR2YgdIHRfJmpBd72/rQSEtZTQqdnGryhpk68S2hU+Bgv5IbTup0xRpdGXnYylHve/avGVpAw3OdRp+0eMMpT9c2vYw9nJm3aaUOW/1tZ1EFPAFWhxgIytwArHSlFh8+AcBJqD4rvtTykJiHEwsGy6Bn4U/NiWXAsNBj1O7/u9/bg9u0L6yAKkBHj9fu4VJIz06QWhZgoT0w2tnDeTMuLZmHGitS76tqOhF/YS2MhzEnBNcZgoaBcSd9SGowOwQJCjw3u2+IsJML7AQofGQojWNNNyt85IbXQShF6q86FaA+WJ8btayl6HQIVmrqePE6ETifJeE7TMM8sP2tlxpEyrjFMpU14jBeKk36TfKfMuzpHV4xF7Rl6j9Ql+MLsBSFPCbWV5XnxLuyctnceg6VNYDwo79H7EBhJXnu83sN3cmR5P8jf7cN3c2JtrovQBuCRYrAwKDfLjH0+BzuhEWDJzYJvZMjy3QGAQT5GVTJuHvedTlZTmmfeAYP5PgpAXZfAj2oU+ONcbD/5iVTouELhNfBvlnIEqtamVbQy4udY2GklYr2zmAhEhxVZndDSwpoFA1Bap7QbDkCYIEALCDknpr0zvkeEvFUX50qFyF6CeHEBvqIhkCwP0QqtMsKEKEnnUBwLEGHIWWYSas80LQ6TZzSN/i48h7T8r5UOUIbEtXHDWX9Ywen2LDzVpORR6ll4Y3kdE1f11lmI8W5cvk8rfi14pd+kMCCqHmfSFmla0uMxIX3Kz8p45ow0woc2KOV+rh9nn6kYKXk9JfuPXFdHhAqaMhYTolkXAeF5a4VnxZiW50ejMtSZJCVYryhReYbnHs81bvfCwFQJsdkwZtBgHgfeZ+/m0KvIgvE4bGdpoyQJ5YUuci+dbay0Fcstbk917UzhCT5xlKAMCJ1KSAorJa0M5XeZCIWwSMKBKJZunWck1/h+PWG0tyD3ac+S+dLCR/7v7dn36EFXp8x1m0jRwkArRP2ZhWDhDSD0bpk20+P3cniF3y+ftTci/0ejaohVPEAWhKzw+OiGKNmiPVz13VIvjfHI7+Nt4uw9suJlxSSCUI8H7a2ykhTFzb/nKfFK4c59Se/mdtDtzN6OvEeD0YpxIcaE3KfXc9mgYc9F+p7Bn3kMAuX84rlYKAJqd22AisBnRSEREGkXBtyVaALLCj4+wXNFG3ryO8sQDRgsbWN5aHyPFKbFUR8d4eCi204rcnlelB8bI7pfhD4DRmslq/uUZYBlMFu88nNnqDwxlKBYNtKJci1N4UZjLG32sLR+GEvDpTKnoV7PqFNIPLC0paytOJ68xSaMpByIdUqR/8tn/V5WLvI+DgPqiWJtAOD68XvqQrbsPbKw0R504RFIPyglqVESWEloQcTeE9er4ImuSV9IiFALVvHMpqaq9PSuzsSVAtgK1U1PlQfatQKUdhnrviDhzXWQ9+nPrMgsg4PrwEJO3sV9Jnlj2VuTddOOGp8cgai0E3kl8h42Jng5QZ4NFLRqZ2kPHgssrPVSgDZIhRdpI0ZeAfK8tGrcAlUvXCsQVhQsR+RZ/Vnos/GtlYxep2QFI3zx88ybVhTinXFERfjhcc/tysqU5I/f26vKCfYCmSbTlntkPVUrQy4sR2nMemrLM7Vd5exfE+RBpyacuatpWAMbwxaj4QlVzvjNrdtArUAoiGlgFuf7BF6lOyx35fFg05YnCyAg44XBXgXE1no3UIbYxmmwISCDR+llRwksDDYtfIQmezNyTb5r+B2NlafX67Qy1RNKexhSdD21ALDWwnhdb+xLz6Jutynzar2f/+s2kuf1uLR2kxYhRFe+TzbfAOHaGuMEch/o+upjF1w4pMttyPQKw6sTjktdR/6u1yD5mvZ8pI4qTB8oOEZN5/mg6yn1194rF1aIPM/1PBVZwPdrr0meZaXXoaiC7hemob1Crdh5vLAnxu+3PD/JoqM3+xhhUjczU42WWX1EqeVMXmrkbvmi6tyQ9Gpncr/m2a8EpajB1+ufh6NbAvdSFsmifgXonAwPKrZsc4FjQqP0Ca/MOAyseTMPcQ+JhvaStEeQC61GXkSxaw8qTYEU5WD2Ndu4hwqqhevDOw5VPQtw1SKRAG25592Q7EWKIB6VwrqC5D7fN7bcK2Vl1NeNxtlONj+P4HyfCH1WAnpHJ9UtAMMVo8XCUJPn9DGHvN4OrjR+hB+HKi/8WTxSWv9L0jGec/J+HBhtYW1qHnfuO1Ie3uZxw7yxoE/Tan5SHl9AGHLU7cvKXZ7jXctAaXBxP8nmJ6bHa8aWcSEevBUeD7xtjiCQJ827hUVQ845QLfC1crN2nPIaovDDHjMrTu3pifJgHuV5Ociv6yHv0ErVUpRSXw3MG0Sxst/8aAQnbathlLhO3CZyr/YuOQLExTJYeY667BzumShn/xGJQ2/EVGem/CEpsy5EYcJ5ZcUpT2wiUGtdlg36HAVi23u4nNxspdIkjMJxW3qoFAJA6LnlE2ciQr3g0/FRAuErb2O53ojAvvRQs7fAbVQH9ipI7sU6o6+0CwulaER43gmrlWATHQs0Vve7eHujcc0hd2ofVhA6AkF0L9u5F29cuyU4w3ZR8nn8+oHLy/R/haAixc6KUIwNT+cNkzzjkMBb1eEIcl1dBvFUgLVOnwwVu6XUapYBHIBufxEFcKzQUfUP2pZT+OVKKTN8utlRgA7VKfDCSXlIW2mDTsBf93LDZ24tSyChj1TUzHUAWftuLGbHI6ZPZrx4UlqsMFnZcj29p3OYcwgyQ2nPkHkweVmqZrqS+rMHrGnmbVWA+/JRjcSVa6zaYAbgxylcHt7PVFCCtb1vx+64i5lkiOXpe5DiSVDdx1SalODScBFHhz8/kcYV3esw6G5Uw0V5p0oapInK9Px/E6ZQA4rJGg1ie/6/KYWIDisB8bw85RfCkCYQWO/RCPVSJ8sryEOIE0FaxUBgocxtLVlMYowE9nKlqMk3EeneSufF6djy/5LurBU/bLhQBGEi0v3Sw6Enx/UiBXjxI9OVbCbn4378Iv4V7jp3L8tmosOwUui7nVYuV+4CzMv8GGHl3omDJkhqgHKvPRlDDE0En5X2FQ+nZjPHRJR7LuzdCN1cGdpZcMiAYkPD+gxMBrJlpaHrRF5XIx1eytF8cPs2tUt3leaBEQbN+9w+KK8AdbloIwgZYPHdgx/CyXS5uLY/Wcd3LP4WvjB425Oguo9LkRCFdGabLOpclIcRjZ027IaL+xLmcg7d7VjMsyWlIMK1kFZguCyA+D8QD/eysRRauvJfrMNTo8mAphuvzTDLrFCx90AaCdK6eWUJPsttTJ67cy6On5SeE69nVEI8OQC3DCOAWrXhxN/z7C4T6zV8bUZnqhPuqKV2TxLg/LUuXoWP4wE8JaDzIJ6CV+HjOP9EF0k6pp2bFEWgcKpENWqBVo8fCD10VmB5e/fWz60FST26eQ16a+dUPRI9jmLAZwWsVQtq9uS8nwweOzhU1omVuvCUe3e9tXNwdOtam87GOzMgW+bDUTvnyqs3XJlcJ97Ax2FqOjoxkY6A6oqyEu+SDLKJwLzDlTK8qdcHRQEOV+rbRAB1rUgB9fvqziW4bf1qnEyXAhq76RK+MHgdzkR5YihBDrU4h2gwXDlAyoORBX40Xtlc+Yz2wGLBZ0/N2ptygPwIQCSd3X3lVn69lgO0B9UVXlToMVqZnjxY9bRJkEUbGtu97AILNOGrk6A7iESEZ+XOynScAnsjdDci6Qy75YYZ9ixzHrtbLQwo2W3pfbi7EcCzd47h3emNjcr0PekNePbJ1ZKO8EHJDJyLAHzduqo8zs3jMA/duXEaZ7DwWOH5VBgsSRw6vXVoX0KYLgePjTV8tCdKu17d3ijeECt2sdLZvCRpZ8zxxhtea+t04tpm88qwbWRNUUK6seC+0i6GNxoNqOtRXdvN+9p7h68O/gkAX0PjzAQpnxhKEAg8hFZwL0Ao4HmyRCvT7VA4C800bQ+NogW09/l25Ehe9u1mgnBUTvLAmo+t09ROKOD1DrBYpXxyX+hZsHJ2Lp7O3mxppOhziUA78FkdkgKyz1OdePBZuU8hwQPI+BxFGlB7ytjg841piuHJp05EYL8f34bhqaeFCl3+53S7/Uig1f5idkGOjEh9fAsk90E3nAcK+qo1Irz2MASAdjPS0NjsVY1BWg/r7hyMN6CCDUDlWI4Gst3ulZ4XHzko6hQb8cnDh7L+T2f5upuRhtzWctULzGlGR7C2D4TOAxks/VMXYpieW0vjTKmns18JcuPnHerhcfn8zdnPTZhwGudO6OXfh4stsNxYIJMAiKbRHVatVQq9RCt2wU5jPuRzkrRAul8PLXnVNtHKffZU8P7KLsE2wKgcxhTlLuuNbZQ7ULZtcL7LIxo0dmoHwZk53lTiXAujZads4yKcX3oYx1Qoqq4c84fDuaDXc0/N2A/qIkj3UjfptyRpZ2jw8gCfG3WuHR15hg1MMepiDRZ5H4fSuW1iDbHRbBByBECKucUSjPa8xBMcj7ONRm3oiDLnLC+jSDDbvf1VXmRexdZHAIJJ9vnRGD5Nce4pI6PMt6Cc/UpQCh8mBdBfeqgZgFYvmAOhtehbAMc6VL3IfJJEg7Q61CpjpGk7hHog3FxDlp5PHC6fu6mZzuJHy8012oLO/w/nI5Xp7HpgoARhNu/j6SwOqutM9Dna2JhbV142rfGkabyRsDQsn5M14OImh+FSJIitRCMABGnd8rodn6k596bK8f1TZV8nSXhUY3oKmI5Uysl2+Cx7CdMtDARWWjJ+pF6xdPg+DYjrXDt+OOzHyyfeA0kkCO3UTrgO92jaRqJG8rx4gmJsTJ+M54XXjwvjdCresBQa7N0WIdpYo3IrPJvpPVwngXMOh/2xOBqnuZz9SlBbdUBhWfV7D+OSIx/EFd1344r5G3FF99245MiHwp1nemcUez5JkqG5z1/fjCyvd3MqjzAKnV4vMBubCvpLDzXT4WMWOtYPFJO2f/BEvYHQvbE82qAPzhNf0Up5qgw7WbsEow0N4UVP2HzTjZ/u4PJuBD86fKmSLftOMpmf7kergMoiPKR90KJeaVp6XyrlWW/mq+gmxxuVaTc5jt7+r1XngfTXOMVwcaNdJEFoUSh9OBeJ5K4NDcVXNB0xoIBsTqtEDMOFSMNn9kR+gUKh9H3Y3YxvG52HMw+pR9dpoV+GP/nIRm4oDudj2+ZEqNTlbzzGcG4tnhcpzEubiBEvKanIUXfmazgf99fSQO31x7c8cY5IsKDlQ6/kTQEIO4rP/gBVIUL3OZeUZ2UYFb6uiFAkTyqAI5GsM1Od0BrTm3MMweZSn4HGntoP7DuZHU4XT5Kf0RtS1G/u1B66OwezcJDg04lXq891iQJS5wZrMcsYXJXP4hkL6HA1yQSEjpxZ5GetTURNdATEltcU+UC31C//rRZZXvjhQ+WyAYVhovIjMrVguAu/VSZa4OMj3lcOXq9uPx+3nfgxOPgaBPbfxMrcF6peu6I9EaFejpAw3JTy3KMAXwXlXuok/UVjqTc8FIdOz/1b3OTa8cNRH73unvMUjVDP65IsS3x2tvTo1rXNNLTBqw1n4aWJjpwHBqrHYWJpMDCvZSwnyeS2FUBd5p/qk/gUP/zQAFf7j5o0ngTVfYzFxBNU1kzdACk2RNR5gSxI+DMXS9FoAFc92HW2B+HTeo981ztftcepeWNFqNtAK8k6PoP1kjyuLxkpvA+NDEcHp1mZ8uYV3j2mDAP2ytwoLZHuOyqNmz4ArtudPCgHlBlsOjmGWicUWEEYlM/GFcaUy/ixDhprnLzCw6A1PQoBunGaHcCWQ8/z/TLlnlZaGk4pp7+6/Tzcvf4KnBwvF/Xc31nHRcu/lylAa6wZxpR9Ns9AhGfsRI4u+AbQWEan5/7RRl7+eyPKvSQk0HNGheWROPROnFNPp7taTSXGbcJnKNfPtcFjFz+a1WtvLwxjGsZ2I5CtKJ1gnFHdaIdnFDCvNuj52nhcc9aQ2reub0guNvY1nzWU5yQrjfdwSYLLtr+Ci/uzlTOuF+A+vB9vwZX4wyeV4KMtgSeY7KvPGWh5U9Y1Hgx1isUS4lrIy/1WYSXJPOjneTCysk1T+FN7cPtnqjT0uotWcFrIc2hR7reUvfUO7c1xO+l20KFivs6hMouetIXVzjo116S25/owXZ02TfMHlEpPe21Mw9qGz3QE2JVT7GmlzGnTKOuMvMN7h7Wtp2E37WJmehMHpr8C56rKO1CkOpWb92EWEck9a3R9ZbxLyjWORkgqODEQpD6cZi9Nw+/UTkU+XUlxN79egs/qbCo8NlR/Z4bGcrbZgw0WKdoQk2t87jAhENp0AUE2HatvrUPqaZ4mb2sZ2JsBpncxnD2RZZ3xPpu/cgxGKx2lDN1onO2+FONJgGy51NGQYy1BvuJNDBc3wr7m84WaRn4t46OXZ+PZxHBO9bWOwKn2vWznXryx/1nc7ctsR89yn8f/r/v/xvWDP3lSCT7aUlGC3JHa25KirR4dMm0KJQK2sNVCXlvhmq5FT9OSzz4UXkERIarTW+m6NP236qvfr9+hvVP5r5Mda0WnlSfXQ/NdE+oM2qwpxdckL17qyQDG+v3s3Qltja7OStRSzFzH0SgDfNUo8brofmIedJ2a2la3hV4H1ffU9e14HALV8hKC3LO3B0xPN88j3R7cD3qcyP0cqeHfmU/9Pj56YAllBpi2+CLvsMixyUXLDVGEmhbfL++mYyIV/mrW783fWflacqyOTt0147tP0yzZtX5W+p835aj55tMUrpBPGf+JT/GcU9/EgfEW1pJ53DlzBLvjU/jTh3/jSWT5x6XonVoMpKl3PwG2ILa8IW0JA1UvqMkLsa5rT8zyaPh9nNXeUopj41mdrFfzwzSYH+tzmiIwHeuUG+dhtNq0Dk1cKxNRThbaPD/LCOQp8nZU90jRyA0Agh2Uur7cv4HnpwQx0/QekKPmwguPnU6nRIZgT017pFakgXnUuUatnKrCryN+9NEUNqJG43COCA8FHuO4FLxWblLxcOHKOhRtZoTzpR6n9kKYK+47KwTK/aoVLcP78Hu5PdM0TKytlSobo86FwNO68Pssw0DRqjU2dWElbhkLgD2veY1Sv6tO4dYpQ6BU/k3OBNMij9Kx0syfT+HwhX1PyZvGI8uvXzO/H+eSTL7lLCpiqWpv0JoQepBZCkvgSaz3WIqRO19PLP2c/BfPwFKAzCdbkSykNc/eZ5a7xtCzaAKTvTVLAMn9tP5QtG+ahvcUillNJu19iJAWZSOKgWmJN8bPS9HI80ybERqkSBJhAAG+nqbBa4lpGmaJ4fbhvhR0Cotm8f6kbMPAm0zCPvO+xEVkxS2/j8ahpyqhNuFX+GG6XD/2hFlwy3PyLha8+tyfc5lCS6m9msZYkoQwSqzs5Hk9p+Q+PeatyAmPOxmf+jkZG4wAz31TtM84VAR62UV4lPu4HeV3nZxajIkY70y/i+/XMofrLnXTck7zXVdv5oFBdTWKBNPTdc9pee5fnDnlJ+WJoQSlszkXHlB2cpJUB6vuRKA6WLR1pwWIHpSMLs0eEwtRPeGYnjWBmJbcJ3XTk50FDNOU+5lXVlZ6PVRPAv0OpgNkCleuT3XCegaKKrXryQLa8sYKCzivW0fVnesqdeP2sSYnYxeyIaKVhbSlhNE0YDD3FWdY2RuFv4twH43Dtuci/PP1KeXd6LGgw/GMU9gkALWQ1YqX21TqZXlZ3mcGxb7palvKfJBnrfdJHaXfROGzMGdlqj0drj/T43pbKDHeV49d8PgbjUqhr9ufacr3qamqgszv99Ln1rwXA8NSfnyUgg0GBjrWRj2PkU6nOmbqQrcsM3nzjzyjQ8x1eUeN4rj/9LUzUJ4Y4VAtmLmxi2MJ+7NFatkpyNaZsd2ZabrROFvo1iC2WhBzaMBYz8hw95aQZeWgXYuWMNS8aG+v7nNNHUzvRQqve+hdZtqLpKz7phHBnkWdMtLGgRQ9mWSDSAGdk7+PvTpeC9RRAPYoLANGC1QpvAFGNiKwgJNwJz/LXhUrisIA8tX1Q69+Y4+uznMGbJ7TFIXN6z0Aam95VgMcy3/Lwwpoq/7j8S6etjzL77MAeXXfS7txEeXD40c2FjENHfYv2l4pcu3J6XGri3PV3dDyXinsqWqFLyVvH7dvOvSk2MjUxqe1DsfzSddBh0EZqslCqdC06xQY88GysjC2iLYlaywlR+PM85g7zaW1J3jLLbfgB3/wB3HkyBE45/D7v//7we/ee7z73e/G4cOHMTs7i5e+9KW45557gnvW1tbwmte8Bt1uF71eD1dffTU2N8OsDHfccQde/OIXY//+/bjgggvwwQ9+sH3tSqZCCwkAXJbx/vZv/mscHb4PR7evxdHBe3H7N/91luleihVLF5relzQG78XRrXfiaP+9uP2Bn8oyqGvBwZaTotfrn1fysvnOkhfJCK95YIHCIRXv4cYploZLWFpbwdJwKUtiywNKf9aKejzOaAy6OY1ulkxXftebAaSdxGoVAZQkROdQxotOyssTosHbcOMUSxs9LK0fxtJGr0xWnBq0Co8qV5JSOHWUFiaioDVv3N9FXcni5zyscp9e27QmPYcAma71Dv4ufIrnGKy9NeyA1nXg6yKsi3RsyoPWHrtOJ8h15HHK3ppWnoXyV9EEocdRAT0+dd+xQhUvTXjRCAp6bEnhe9lz1HW0jEV5VurDc1J7Whx9suog81iD0HLYdZJ3JfXl+9k7lGs6EmDVg427uvezDBHDJ+/DQJnJPSIjuG/5ms8SuvumOj6OpbUnuLW1hUsuuQSvf/3r8cpXvrLy+wc/+EH88i//Mj7ykY/g6U9/On7mZ34GL3vZy3DXXXdh//4s791rXvMaHDt2DJ/61Kewt7eHH/uxH8Ob3vQmfOxjHwOQ7ez8vu/7Prz0pS/Fr/3ar+ELX/gCXv/616PX6+FNb3pTO4Z15wBAmmYQK1vX2sjyW9fiClxfZnsBzHODIYitoiHo9BojTPMGDapbQ0cO4vLkZCs9n0Dm2Z8B4ZXxhNRhyZyuSaNPQK9aSPAgljp2OvbB9AHhymmPTHhR2/Zr6Qg/1JaFFwXxBsLJVmwJ1157JwFAXoK2XIV2/tn5/Kyhn0eBKm95tNLOur1yHh1yOnt01rCjFIIeM96Ha6Q+P9awvphHEeisYdE/yjPmetI9bm+M7mAh2zI/vVPWSyPaW4YMtZPzyOC/9nJg3sVBtm2ehXPdepX20KX9RHBz6E8EOacW45A3v0d7t8V4IT4s75SfKwyRmnPEU1NlaFx7VCyDdNiRFSD/zh4gKx8OPbKRbY0/eT//5zZn/pgfbbxzuzoXGhv8Hpo/jttMySw/GmfHQeQ5Neadbt/TVB7TEQnnHH7v934P//Sf/lMAmRd45MgR/ORP/iR+6qd+CgAwGAxw6NAh3HzzzXj1q1+NL33pS7j44ovx13/91/i//q//CwDwR3/0R/iBH/gBPPDAAzhy5Ah+9Vd/Fe9617uwurqKffuyg+7vfOc78fu///u4++67o3irBdUF4ODigGMP3Zid3ykrjLyi7dDpHcIJQOEal3Rw+wM/NZnOkQ+VQiTnQU/OaIR6eYat8XxwT0Snl8wYeg1DhS8mAtgKHf08ezQxwLMCzCuFQ4pSxGsfHGpGp9cTltq2VFyoOXz9AC7v5lle9FnBGs+yEVWeM7OIUJN2kV2k0tZm9hoCWK14oYayTxvAZ+dvRv/giUofF22igIdr+Vn8rXD8qf6xohVunGYo7IIIzwkSpG/07kvtpYzH+bnFA+FSA+dh5U0d2gPMr7m9UZZBaW8/MHMyPA+nFadWNqT0inOYMef7+HlWvCmdNxwRyr3gQ8aEMdM0zFJVGGFkZFil0wk2BTqXZH00mi+R5WEY27qwUZl6dHeWMxqdLQzn1rGHvTOCLP+4rgl+7Wtfw+rqKl760pcW15aWlvDCF74Qn/vc5/DqV78an/vc59Dr9QoFCAAvfelLkSQJ/vIv/xKveMUr8LnPfQ6XX355oQAB4GUvexk+8IEPYH19HcvLy5V37+7uYnd3t/g+HA7DG0hgd4eLwQTVRWBAXrxzEIPpAf1QdmSJlzeBxsYSBkvDcJKTtVXi3E2gs7Vc0mF+xBOYgOXmkOKWzStxSe/flCcalKU3CfOsoLH0C9lkY+tWrbM24bgFdBxCZQ6UB65j+Nl4LS5ZIpR7SwFWUO7LIqCoV7gb0e8+VFUY7AWd2kNv43A9neE7cUVKyp09UiXgQyPB4MfnBstUJ1tfdC5cU8x3T2ZGQg0dHUWQ+ghP8t0L+GwNna1rcUWi0pSJsSFHUcbUznV0Nt6JK3Aj+gcfKY+48BhUc8TMGDM0UNinpkJvUUpOc2J0RO6Votdrnatm0tkGjqznBoKkOtNpFtmbypWKycuQ6Mj7Le9KaI/HNqI702EFxEpxktHD7cuhTQ79ktfdSEOnXbOUqnN2XTYewItmf7V6/2koj6u/ubqaVfrQoUPB9UOHDhW/ra6u4rzzzgt+n5qawoEDB4J7LBr8Dl1uuOEGLC0tFX8XXHBBeAOHEqJhTQjzTQvqaLiXudBCbHpHI53Z0DthT877eBDbzaWqx5OHTqIBbDeWyomg6aAljpte+CevIBo7bWOpvBjUKbdU98aTwVWHry3XPXXJPTuXdCbTEUBT3hCidqu6cRpHR87VcbuQ0nCjiHoxOCqHvlXoMgp8Vq+FSsk3fbhRRL02Xgs3SqtjGAjqKEZCIwp7UxArF+BRCPUcctVGJtBMY+vaEp2e1yX1WmQu7Bvp6PV/K5KQK/WJiO5AuJ+Bw8jeF3liJ6LT57xXlGphgE1Apxc+RPYqw1uWpSwav7vz0zgT5cwEXc9AueaaazAYDIq/+++/P/shOPuVWzGdltAoQClAZGC2gSNpWl9qQ0cpiYJOksQrZQaf5XWA0SgLFcWUdC60cnW8PxbHTd7H7cNKsS2unIRwWFC3UaYC0qo3a+T1aqXci4u+VIY53e5WC+XO63m8Xgagu93C8OFNEEInV87x7dOrRjOcK7LBtDKiuKjNStFGgkc1dEmKtRWCuuw2VW3kRuM4lHveAcsb4Cjcd8vW65rpbF1V0iEgXeYpCtFd2kZnbsmLSz1u2f6xybxYZzWFxmg8uT5iyLFhKvIq33w3icaZKI/rm1ZWMs3/0EMPBdcfeuih4reVlRU8/HCI1TcajbC2thbcY9Hgd+gyMzODbrcb/AGobK/24xTDhUgst/n18FwheZPRkCYCR6I9yXzCtcK54+e1xdoGO02e4TDJvmlEA8Z2CH/NWkdrA4TL4RaZbDLx2hoI7FnwxGujTIPQD7V1G0MjnbPXS+VaG7BXUaKsAKV92tJhI8Hla3idBK1AY6UUYdlR2WexdOS+NA295LxEK/dhNwzTAUE9WxktWpHmdKJR5dnwASoKrDUivOzCFsM977doVPjNXtU7zf+iaewczC5IGJZCvd3tA5EGT7fSv4UxOKGfz5SP9ri+5elPfzpWVlbwp3/6p8W14XCIv/zLv8SLXvQiAMCLXvQi9Pt9/M3f/E1xz5/92Z8hTVO88IUvLO655ZZbsLe3V9zzqU99Cs961rPM9cCm4jn0M852I/nExSHLJ0qo0s4uDx8PqGssshf8OcTh7nFmEh069C3AZxf6VWWRpsBo3A6rjCeWEiDRil140d5tWzrz/ewCH9qW/87FK9POTnmQejwON7i0Ucqd7bCv9ZGCWEBSQZXXEQBBqmhjJABhmK1QFh7RKPcCsip1kU0Yrdsnv4/XOYUmEK/cx3MlkC7vwJXPbZHluRQGSySSu6DKS10kHCoKLNoQWyhpcHpHMVhjUeFHs2W2G64P0A5ZHigNODZ8o+tD72JD2bnwt29haa0ENzc3cdttt+G2224DkG2Gue2223DffffBOYe3ve1t+Pmf/3n8wR/8Ab7whS/gyiuvxJEjR4odpM9+9rPxD//hP8Qb3/hG/NVf/RU++9nP4q1vfSte/epX48iRLC78Iz/yI9i3bx+uvvpq3HnnnTh69Ch+6Zd+CW9/+9tbV9DxpCcvLBpZXhakteeT5IC6TTRkZx57OUJTivfNoLqy+1Gvf/DW8DSNB5/1aoEcKCy8VkC47NGWjZ3RieFF0OmL84X0ORdkrQwNTqGm+GqllGWn49RU6aWI9x8L0jrfLz0BXhvM2yfe+++Xz7EAyc9AxqPT51GERI3DvJ2jAVK7w9Dz4o063se3z+IgrA9QKmUg3kjobIebYqTIQfZYOhxFoTNuSJJ4JHcxfLhOcu4uSdovwehzfI+GH10f4SnaeNrKnmNlDuSJCR7FchArZO+BZCuOxmkurY9IfOYzn8Hf+3t/r3L9qquuws033wzvPd7znvfgP/yH/4B+v4/v+Z7vwa/8yq/gmc98ZnHv2toa3vrWt+K//bf/hiRJ8EM/9EP45V/+ZSwslBtW7rjjDrzlLW/BX//1X+Occ87Bj//4j+Md73hHNJ/mEQne2SQNAJeFIEZzwNS2vb1X74BUu52Kbcay5VnOROkwABCGs/ia0JEtz1PGNu6m/wDgJoDPWiCkBn9ReHBNRTYUNNHRQKbqWa5bb/3cejw4zY+E6GgnHfZNF7tDgXC9ofboh/flrlCgCI32Hjk4GVxVdgtaBlhOtxU/OgJAUYmJwKbdG9HvqTbSEQnvJ4PGCogtt4sR5ooG1RU+jDniUo/bH/xpHMMRc22ocvxI6sJeIAA3TnH7N/91HB3O+SrGZZJkx6ke+KnJNFY+UB5PyNuClVh0neQolNAAgvnhRmPcvvrOdnS45MciWtEwdohG83HoxurRLrkn9bj9oWtqaQB9PAmq+xiKCaoLNCs3vq7XqKRopSGFPZAmjDPd3CwsjQOjle3NWknoA8tA9WyVYKexglChxyLtlCjkcZrhwVkAtsKrdWBXaObtEOCVMY6bDoPqush/Oc8EVwLqTu+Uh8F1m1nh65z+RBR3TUu3rZylrFPK3Y+WxyzkeUZhkPrK1v06AFtBudfKUxAmVFtPNFokhMq7O/WRhCbwWQGN1etmGsIp59E+J0jtrNbdKmN8PC6OogARylRv/weK4woTlfv89dWIjdQnp90brkxW7ALOqw1MkiHRKPeWTAIKw663dk4zKrzUSZ411u6jUOGlTvx+2XGalglHJraL4XxI6fXPw9Htd5k0nkSWf4xFlOD3nvcGTE9RXJ9xtoBwsHGxFJYUmbTaO+R1CRacdbQMTy7gSz+rFaT2COWaYXWFsXjjcLEO2fJ5J2tiF/V2ZViMebeMAK30ND39e5qW4S5NS08oziFa8dxdoTwCwFhWypovSyEX6z15ZpXNHpDOA8lWRmealBS3kW4XUWijcZ5ZpVei3LORYAnDmjZw4zTnJwexnV8vD2AbIevgMxkybpxmh5bF2JhdDw+Es+LjcaPGnXMO3UE3jGowAgS3KbcV1XViJIHnmjYmqQ8boyOilLURq/q81mBZqEm0oMOZ+bVaNPf5j0yOshDNifxoOSL/aT5NNJ64Hmp3qNSpNziEW7Z/rEpj7uYsmxMrUSsyBtjnBHE/XjT7a/jdneufVIKPtlTCoVYHWJ6gPvAao4T4c5OnKL8xIrZMOk4AbE1qy0NhXoSu1InDgeLh6Tyo2vrVdLhoXlhJaWVrtYFuO92mjJzOeTK112EZGlZb8/MMjqs3UGhEc6t9J40BzRPfJ+/Q+IeCeNGgBMx6ikCxkl3zc3XtpfkTL5ENCC46u4zyZitKiGkLXXm/BSosY00jzee8FMpd0tx1h2E+Sj2OdT1zfoLMKBLZkGbj+SI86TSAQGhASYRFlk6aZIO8I7/P7Y0yJHbJsDLXDzPGaAUGZEC0KmdvuAyjUOG1kc+emMgb7+Fcki0HSdRobi3LksWIN02RsTQto0ZjyhjjjT7SxjS31zjF0skD2bJUZxuD2TXsYe9JUN3HpVjCkj25JmBZtua0YuDdUpYHUxdCda4MR8oAk/s1qjWAAk2AhTkLNk0XCDcLsBVnKXeugxRBOAdCpcX38o413Qa63XUuRRHSnLCalYT2Zr0Pf28yQqz2roDlUttwqFK3u0ZH4HbSSlorc4CsaB++l3kTnvgdPH6EvoxX6VutALnurAD5Hu3JJa4ErmUly20pTSehXckQw/cpL7kMu6qxzDwV/ORz4dReOD7y4qc7GHQHgO/n7eDLuSJ8y+YNjSxB7eUdMjrjtfA9rPCs8L4vefZJgsFiH0DOi4TvVDqzSiSEjRzv4ac6GHQ3AGzkzyiZw4Xnr5IrPnEYLKwDyaD83avnpC1FgTKaRacDn6YZL+kgbwc65M/esfflJh+lYH0nwWBxAGCQX3NZneQZNs4to9J7oJNgMJ+3LQDvHRyDdZ/GUhMLPIuKbnQe6Fr4s+uvhbm2kLX3FFj5neq9lifFPLHFxYWtcBZ8lqVZxxvXw/IEZJu5/I1V/a21SvlsWZreo9jGz5PHeoeeEIzIwP3EfaX7jeum/0TQyT2ikLlf+DygCD3GrdPtJeC0TIOEZdCHWmnK5zqwWn4+of9s0Ei71dVbG0r8jlTdx+GqurYt6udLPrjdncvagzfMcN0tRa3HipyJq7Qp0Zc21oYXECKbsIELlMdemHd5T0fR1UXepQ1ILoy8wHNYGzwyFqVvmE9uExnvtEvUcftohAkp8pw2Brg/OFG3NtatcSifuY7cNvxeucZGN9fVKt7DCkaeSTzBs18JAqEA4o7XncPre5bis+jqDmTa2lvTikp3tExWFgKWp8Z8Wzxoj0pPRk3LCn1Kglyx1nX2Ci7aoxZlNlKTVd7FFqbUQX9nxZuQcOD2sc5xOod0vV/eq9d4LBgX3jBSJyyZv9STN0WCW4dWtfDn7EXcD3p8yjUJD/NheaZp8az7nnc96nrrTDTOwQ+GJS097kRh8cYmeV4gpWSH5FQnfJYNBFasMlaYN/YaZCyMySBiGpZxJmOWFSm3s54T0o/WXOFNZNxv1vzl33n8pjS+RJlZBp2MTyna8+Lr+p3yn98l72YPjBWXzpLDz8g9ek2QjVL9DqkDX7dkkxq3rsZwOFMrdU8MJcgWFlB2WJ5dfmm4mOHUDRezVEF8j7Zmpcj18bgqZLT1pTtYW4LFZPehktYhFqGnLW3miT2SJqWrlaueSIwKzUpBT6a69mGBIrs49WTWHjfXmXnh/Jks9IocnTndPDyW9JaqYTeprzZKxGNlocyfuS7TtP6pFXaSVPlxRBsIvV/5nRW77gfvSwWhN6dw24snn7hQ0bICkH4o6I7CkHdOy3UXw+edoinGTYeUhihGCS/LfVw3Voo8Rrlf6gQmhzdZWWlFoncgSuiPIx1a0VnKrDCOVHSDxygrHOaDDUcOIwJVQ5KVC5/D0+OuTuHIb4xbKPfIfzYc5J3sUXK4spivBqIFv6dO6THv2niaVL6F3uATa02QLSLU7ErSGd2lWEokH+yVRfeFfrbQzYPVEuJAYGG50bjc4dchWBPr/Vwv+s2NU4JX2cwWqcVy18KdwzEsbPS92srme9hS1OEgub9uPU821VQUk2Epa140j1owWOsP/H7xsHhDiAgDEdp75A0D1XVLoSOKivkt2hcUUkrCMKgoENHXzJsOfWtQ3dGoyNlZhqp82B5cd/ZSpe35ndyu7MloRcrX5B5pl06CYv1aK49U9bN+F3+3PDb+zMqZvXh9cJ4jOjo8yHPAALnO+qETnjm1hDnXge73e3vlRhau45jGm46g6LFjGm1J9XcrxKsNYW4DLnpusOKU54SOnltWiJSfkfpaSr/O6ClYiVCcj1M5+5Wg94C0LXVor38ejm7VANluXYsrHJ1xYUtIfa+FRmGYFis+r6yu3omD1a3GA8KE00JKPpPANLdND4mGFoxisRZCPrecp6YyhcwH92XrfqqEuBQOn4ngSOV8X688J7g4yNqcFZQVelQC08FlO/P2lKEB1J5Xq2weSdMyIYHGhEtctiFIBPpYCQzeFFIwlQt3S8iy0uF6cf3SFNCL//Ju+cyCn3e5sgEhm0QsQ6FQAsTL3l64hqZ3ZlpGkPZ2rH6TXKSML2g9XwhaUu5pWm50kfFjGTG67SwloUOvPAY0P/webczpvmM6co2VGhmSTuoiv0tWpr09ODFehI5WZHI/r/3J/BLeaIdngFjBckWvHfK1YGwbn+vW8OQe9ga10suvF4ZAYbwRP9y3XBcx5p2DHzXw8DiWs/6IxPee9wZMd2YCa6Q1IC5QdiIJgSgAWj5DJHTU5yg6nO3FCBNEAerKoWAWFlrQIj9XVTm3o3DcpNSFk9IGkFY2EICQF+Kj8NjNM1GELC8CiI9ZcGhZ6mXh04GQ7rWXwMdllIdcbAuXrftz/fLwvrWWLAJflcq5xaVhaQWzopH2sbK1eG+Do0oI1TrbJ+NArWNW6CwOsmMAoqR0CFvTy/uy6UHK1gAAvIZJREFU9vwjjxEpel1K2t25PDrSzbbwc5IE/awVIZA6MS9Jfgxgn1JE7IXpfs89NjPKIun++BgSUA1hslfHniN7X1ZhT1OvzTF9KU101A53P/ZYGz0Tu3vzmOkMcWD/1+CcD/nV9eEwaN5GbjQuj3zkgLheh+yZD7lO/eQ8choCNLyOU/7UGTkicdYrQStt2tJWD0eHPz+RxhXd67Ltw1o4A+0UKU9+Lbw8cPuDPx1PR4f+gCI91EQa5/+b0PHQFm5bxa6FD5Xe+rnxyPJ1oSrnCtyzVspdh9S8j0OoX3oorIs2GAAgqcsYQ4jwlbAaCyxfCO5a5c7eP9fHUoijcb2xsfhbGYCtHIPQXqockcjpNtJZIsBhfZYTCPhrbB/OySttrOspxk+T0cIZWjiMrzyYRkPMSiNohSHRYIiJQcdGgkWDFFCmNA6UaRZnT2RKw1KclkdWZGKirFByvo/DqVzUWvvq9vNwd/+VODleLi7vT9Zx0fInsDJzW+jxM09cfA5YXGcwLx4L2sCPxnC8GctnO0OXhyvGgfsMVPdMHJavMRvOsqLj5LGgupJtnS28vFPjsdx65UUe6LmAftTAscKX9+2gZ+R5w3JuhVUG2Gs5aRqPBzcmq5Y3foh1iGZk+YAfSwjm36PqtfHajA4L1OKmMpTXWzunHux1453orZ1TKigpqa+cVZwISLp+rm0YcL+Ny1ydtfycOCdUgM6Va5iyeWWqM5lO/zwUSc5P7ZXjRoVNJ7bP+rlhaDToDKKTG1G17bNxOBTQHOLM+Wqsk7QxG0tqbgrNKGBeli+88YQNmNzwuX31nTg6fB+ObmX/b3+IAGg1DW4jSpt2+4M/jaPDny9prL4zBMKV8Cmv7+XG0+rmc3Hbidfj5JhkCoDddAm3nXg9VncvLdf9LC9TIisbh+vBfTevycCG8/dnh/07YdsCWB6u4Oj2u54E1T2dpXB0OTbfJqO7FB4AzrWHaRGhw+EE59oh1AMVL7AVL+O5qnVHgiManV7AXllIkzCJBlfd7JWTbURGRt7W3UEsdtpSKIyB0oqe6sTzs9ULlakSkNFGwjitrgfmSgtpGgfUKmCvrGyCG7PUZNGAr86F5+Vod2d0vUa5tzNFGUWAko6PNFpSamNWPuIptTFagKrh05YXvT6Vt2+rtpGdwcSD3hXaWz+3WWn0zyvHLa/xiSLL9yA00hBFqHeR5nR8Cnx18E8AeLM+Dh5fXf/H8C7nnXeFUhu7cTq5XbZfl+22T1M4NpSFTAS475koZ70SBFCJxUeD6gogLtOQ0gamxSthxiGLWDp10CXOxcOaWLwwP20UcpqW3hsfRncO0Qj1gsEm9RgrIyGWn9FsZf2vsL5TXxoQsfzwsQahBbRX7lIvVaKNDfHclfAojI3+YryR4D2C3aF0XCPa2Bh2S+NAvMvCc2lh/Gwvm78LrVZRFjYQKBrRHbYAn5V3cztLlCW2r7aWqx6gGN5TU/FKeUTGukAYybIHIoweQYQHQoWa89LffTqG6bmN9Rmm56K/+/Syb41doNFgw9s9M+oEnKWgun8bixNLinZB+sTF4dTJhgAWZHknRmOwCeCrDtcAQJLEY8sJBttj4UVw5bRQLTaWxOK45Z60hNP0WkYsQr0gwgtPPNnSNMR5ayrJdiUsFxgabeikaRi6lDZPU0Qjp1tGgIyjqU47Y4ONFr15KNbY2CNkeS3ogXh+5H2c9UTojNN4Ontk/Ehfs6fRxvgBwnlRhP4i20ZHWPT64qPhRc8H71sYCAfK5+WwfN7e0Yjw272QFwqHnrsbt+OyuE/3ja7vpLI3h8pGL+mvWOP0NJezXgkGoS2gGFQTAXF7D5cDSKw6smKiFSmvdbGnIgvDsXQcwnCfeE7Cy9xNk2lAKQdeswBagKtu2tvRc/6iEeqXhmWbyOSQ/50OhvOR/AhCPVBpXzgXD/baHdrp0IDckGqpTKUILTk2EKuU2cOXNuIsObF0pneqHpOUttEIMSg5hCmf20Yk+HnmrQ3SvdRBpwKL7avOdskD95nsEI1dOuE2tJRyG8OnMLrG5ZzodFqgys+X84ojK0mCwzgWReIwjlUNXClJkgHuxpTp7SwjjBTppzZG92kuZ70S9KwAgcCC7fcexiVHPogrutfhirkbcEX33bjkyIfC3Y9A+V9lpOj3HsYVc+9vVqTa6mYLWOgceKQeWV7T4S3hNLj6B080K/UDj4RnwxhKSdpq31QcIjxyry0hpUU5OX0niUOol4tsHFB/+cTh8u4EOosfLRMT6P6SejlMpiMGC2/WKQhkhkI0kvvioLoZZTwuwpHRyn1+nS7KuCGjZTbG2HigjEYIHfU37EbWS+iIQldrp9HGz3y/2t80P6KjIwv9UJlSO0XzstAvUwTqM4OjEYaLG+2WTljIM1+xSqOzGTzr9/bKvo+lMbVVPqPmeXf6XpyP+xvrcwHuQ3ff18KdrlyXNMVwLjb61C/fz7LGewznmvsItdcf33LWH5Eo8ATZi5KirT+eSDxJ1fZirVQrB8I1Ijw/Z6w1BWer9Fkvh5q1LhqgRDM7DN7LQk6M48aeDcfm9XUfiSxveRWKv1o6DBorW8s1LWqbRjw4K7NPzXmqVnQkE4zUldpmItir1UZiKORheTn6MZEOh0HZm8z7XnZRNtLhoygcWpX2ia1X7+HyeAXTovBhNHCs5kPNzYlguN0bSwBjLnSWdyINaWMeM8a4jqqTJNaQ9tAg1Y8GEZ5lT77rugmJvUJDjC+SEcloDz+82sfV/qO19fmwey0+fuQA0tSH6d+mwiMYE0F1BZgXqM6F/P+ToLqnsZjnBIFgUJmfubCgsA6Q6qTRrOS8txUoFzoUHLzPuldosrfD79YTOLdkG8FxrZLTcnDoDhfCQ8qs2HW+QRbyTCf1JUL99A6GC4NykrNi1+3nQkFQZLAZ5weeFwchGC6nJGNvGaA1zwRulOZGwv7wELe0Ga8HscdN2HhRiPDcR8IfIyzkijDK2ODMKoJNSLzWIt0vfjQ7J8iJA3gDERtCTcZG96OZIlX8V4woUqgmP4x0L0acnK1jQy8fExNBda16cNQmR5aPAsPlTSCGwTyRDr0zCEHSOncUEjtnmQIq64tRikeyQ2ljMK/TZdv34OITM3gbfgkP4IKCxgW4D/8Ob8NdvR3cOvft4fs5okZyxj4nSCDB3BbyrC+RI1ySZP1sAPM+Car7GEugBJN9ZYhDC4MmBcgDALCVnnwGbGFed79+VooG1+X7myxWtqzreAOqz+vC7+LnlbdYXNOTTRdDuFU8CH6fOtNkvptDwVqRak+dn+FUarptGOTWalt+BxCmldP5YnXbiiIDSkWSK+3MSOhlmTKS7SxjjHUMhtuPlWH+e3Z4eimLRrDRovOVNhXv86jGUmi0WEOF6cl/4qmSpWVxUM0Ys7dXKgnpGwVqnYHqdoF0IY+O5BlsdOHjOppVNsQ4UgPYyoaNUxpXbpyWbWxFfIwoUcBfkwHFylQrLk6PhlwhW4qHaViFDPnLtu/BG9f/AnenL8AxHMZhHMOzks/jN5a/B7fOPKMq+7SsJEegzBgzB0xtZ9mTHGy5CJifiz6SBAJPZox57KXiCTYpvrqOBkIBpJHZ0zT0tFSewEqxBkPddRVmCvgxLNXgN6bJPCsBUxmU1kaXSZ/1NaFL3lfgoXH7Kg+itui24JAcCz8ltCrvt5Q3t4N+Jxcr/KdToWlDQ/PuHPypU3D79pXPUIi0wgv3Mytp/VvdeNJepPBmGQk6VZiuQ5NhpcejNQ7ZQON7rQ1WikaQb1MbBExD95nuV5mv7PnpaJD25vTcsWjyc/wemXtasaee0Nwp/ZrwbEWdhE5uzBeKR2gwOr3FuxSSbcl4hOfsreJAuoW1zgLu3HcYqUuqfVJn5Mp1HhfMZ90YZXqWM5B7iqP0zCjBsz+BthSGDdFFDxb2/KxcgEDZmVI49KE7v0lxaT60EJR3sbLQa4R1Qsm5kCcd6tHWM3uRmm6Tt6f5ZIGnEeq5/bTAYeOChZra4ZahP4zCdijqmyA4qC6KQ6M1sEfMqA1CS//GvMhnTnTNyoY9VW4j70NkASBL2i2py1gpOxcqe41Ob41H7U17D4ypfzXeId8niljWHCUpt+xSDPD5aiIRVM+gHpYnqyMSeq2RxmKgANVaWzHGnSvHBN+n38kKyVKcRTsk4XxgWcCGpNBgnjidG9PM284DWTrGcT+nRe0qNNnAlnfT4XufuBIRPkkA0DKEoFnIPGLvjRR06hJ8YR8duk894GgeyHut6Jnwq+Uat5mWe85lmWPUM17mxiT5eJqKEQc8y0re8KFg65ReCRBaM1LYktNrgjzRgXDS12GQaQWilY181gpJDyhNQ1vp2tvha3JdivYwWWBZXlLhXShLTvNs1U9o8qRkD4jrIMCjelJwu/IZKn5er1sJHRGwTKdOAfJ/68wgt518F4w9vYbC65ZJUsXVs3ajSpH0ZnWGiWVFS78zf9IvDF4r65x6jKbUB9yG8hwnEmCFKJh9Vl+xsOT2kbmSpmE7cDvrsW1BD3G4sM7Ak3dbANGcWFrW0oHyXm5fi66WB0xf+oJ51p6vZdjwe/Sc5jmolw+KfuqEv3Ep+j8p24Tbg/uH5zb/14YNf9YKkPpPAHR5175zrqIArWunq5z9SlBbGNbg0YUtRX4up1cZADxhORzAhScXhwMta4qFgPU+9rY0f9qKZZp6slp09ZqibodCuCchHzxZLO9AfrMUPrcf4zBqwaEnFgtFbZ0KDU7vxfwV9TW8Fe4T/Rv3iRbwjCtYKBYfjh39PukvgakSRcptzP0jz4qA4vpqBS7PCawP/y6Kh+lPUVvqfmRlz9dkruybDttG+i14dhT+ruGSrLpow4/bgBWCHttAeFyBsxF1OuW7ZQwxfR0WZj64DS0lIfRFibDRJ0XabWqqvIfHrL7Pmg/sKcrvHOViQ4jp8W/Wc1xnLvpa3ZJRHTajoeSC6+q/H6d4Eln+cSpNDelSj6XNZSz1j2So8jAmntVJSji4cYqljR6W1lawNFyCk7i6LtPT5cQROizcgWqcXVv/8l8LA32f/MbPMP9Wu7CVpz0sbX0z/cLbUkJJP8+Wt1UnoPQIuP1YQev6CU+6n1hQ1Fnu2ivjZ6eUctV9xPXlQ83MrxRGNtfGhdA+tVfWv2hHVxU2IrxEsVlhV82LFPbiLMEsXrQl+Os8LDYmLEOI+yTn2e/thTzwvRa/bASlaRjqYwHOfaufYfq6H/VYrxgLKpUZEIZepbDxwEYp/ybvEzkg49RSYNoI5HAkF1Hq/Gydkc8eov6d20N4qwPOteQbX9dG1ySFpuVAcuY8wbN+TTDIVkBemrn9ekgwLTzYOp1qJ+WfG+nIGSSeCDU7TItdgrIrb76f7bBSuwBrLeN8chf4dLKDjY8AWIOKlZGsAY1G+RGJpfLMIu+o08JCrkndBGHcfEcnvM5CigU4K6q69Tr+brWH5RkFdAxhXvxWfaRSF16zEcFj7TLlUJsWHrLWow/Xe1+uRcqmiVSNG22MCA8soIP2pfaQNVJuK1424HZnxavbWYfj+HdtmOX3VtZF5XmNyZeqNhOhzPPJMiLZYGKFwLywYrPCkPKc9gy5z6VY7aA3yrDClzpxvbQnyQaYjC9eomHlnSTwp/bg9k3b0aE6r08rQ1Zg1vs1n3UGNjLnI1BiWnZZnn5+jzzreW3/NJYnxu5QPiIBxIPYyoDjQQwUA6E3XJmMUafx5YwwQSNorDxvKTElDE10egvHjQWf4UFG4dxpXnS98hCfOzWqJhLgw/tSD6B6rlF+SwmkdS8HNO1ultuwtULQ9WRyXoHYLvTDnXn8HHtq6rcKaOz8enlEQo8V7fHI5h1RVmzo6PUieY5pWl6tfNd9y/Wwprr22rkddD20ktPto/mzvBER3qwI9WYX7kv2bKzxynR138kRDP0bt5Ve69LhPOtMMN/PCrYOUFeel/HNz3JUxNqIpw0ceY/2DJuWefg3fp82MKx66Xow35aXqPpEjvs4HmdSL37G6NO98e6TRyQeS6kowXzwObg4AFrO3KBLGzoWqC4NiFaI8A0KLAp8Vh8O1l5pG37qlKjQqvOSGcmd1wi14qFSC64qYK8sIOT9mnYTHa3ctXJRYc7e4FAcQn1dWFi+u/x83+ZSZiS4rew83XSn9Cblfq1cWbEJHc4UtDgIjQT2nthYkF2guTJySSfjR5T7Ys05QSncVzlPPs3QCs49leKwP4bu/q/jS/sOIU06djtohZrzGADHWlEN7+FHo+zIiTYU6UhDJRPT7IkSgLbJQFAeXXFmcTQPTG1lRxsMHMxKeJz6LjPCFnMaOxkY7pTy9Njjk6KUUzZuqE5Mx1J6WsG6/NzjYAFAtzyqIWvT7PVKMRSoG6fo7hwERvuzM4KzdHZS7tM78pXRVBiUckYwj4KN0lP4k4d+/Ukl+GhL5ZxgXs2lrQM4OnzfxOev6F6HwdKmPTkALG30cHTw3gg678agO6ha9aJIH/ip9qjyvCjufTuU+w4JZrYw2xoIvIHF8L4metuLN5bZVbRF2la5i0IVXrTlHMMPJ02XYni80cZGXZ1I4NYq0/mbszrxzlVWYsVLMyHdG640RxKkcIiPaebZcBqNlnNOhOc9a9Y/V3eej6+u/+Mcricr5+N+vC95Jx5Y7uPW2W8vogTBxpzYaASj3OusRfI895d5sJwQ4aVdOOSpi8uz+9TREQNKh17ZY+t0mmkIOj1QVX6ikCb1N9PRnhwQKPTGdhFEeFaiwgONv97gkE1j/uYyXZq0hWXAA/XI9HM34fjCfWfEEzRa6iwrEuoqBlEsxMpCaPlogd8GfkbHxvNBGo15JiC2YsWr9YhodPrNXih0ZPLn/1vR4frI//xzFHYag73y8+T5tAKfZWE41QnaqBXAquwmZeGeC7hW/AAoNjQY4UnJ1WmCo25dmwGsFsSVVyoCrpOgt3m4GRH+kQNFe1YEo9R1EkL95jXoPXIwf78rBbvUK+dp9eQluO3E6zFMDwY0HsRTcHX6UVx8YgaX7Xwl3wiSlhtclGcghkYjyj2Ha6V9lJfd6583GcTWuTAUK4Xm/UQw3LVzKsZSwF+SpaSbCIbLfcsKkbxbWYKJAubVdREFOKldBofsZ1kBNtHYuha94Uo1QqT+Swo4k8b2u9DbOA9nopz1StDLWotYZW1Q5fUiOW+JjoWNSbar4ZZiUEcq5FThyun1lzagsTr0CLQ3ENK56gYPEkCtwGdFGXOdcuMjGlx1sBC2j1JmrcFeZZ2KeWvDz9ZydaOB0HWRqNwbr4XbGzfu0nV7Y9wyvDIO3dsy5mSJIIafzSszJHfZxQrA7+wU7eO9w93rrwBqEMsB4Cfwi3jD+l8g8bROpg6uu9Tjlq3XxRkaeoOU9Nl4DLc3ijdYeNOIEtzOJXFAtnoTUc6TP7UXV6etq7L25TVQPqjuXBwvAszrVb1yui71cYjwcOEcp89unE5EhL9l66rSGJR5mbetz0PUk2h8duc1OBPlrFeCwXmUtAWq/OyJaniCrKFo7D2BWNFWUZq2w4PTlipbvW1w3JyrKjDhJ5bO1E649iL8yMRro5S1hyKWOZCtb8WUdKF8t/AhRwja8LM3WzUM2DqP5mcuVKCeBHYnQXerhcfdkIIvWrlvLVdDUTSeujuRyn1jKciG4mZnC0Nx7eQzcHK83Ejjfnwbvpy+AM85lWPacWg2b6PWSO7amMvpRiOfbyyGc1Od8e0OFyP7qhsqdVHGnSQeDHdjMZwLsnM1zbzmVsC8bPQInaQFL5sUflTGV7QxKOC+am3dORc1B1YpRHo6y1mvBIuSd4SHx+XzNwNARYEV2HLzH8nWvFhhScmtMu8wmY5g1GnBk/+fhKdVKuT16robUCigaPw1xpWTepFnGY/jNigVhLG5ppVSFj7k+UCRtVTK2tAAMh7b8GNtp3+03r+1XtUGgV08dxH24zwrTbEBI1a57696TUC+SzWNV+7Cj9SF+n13HLdmcwyHcWC8lT0rOH5sKDwaJPc0rSaoiAaxJQNKjK8g48tCJD/zQbi7HDNT2TtiaQDVjFZJktGJbpv9YSie50MbYF4gjLAA+RnHWBpqKYjb9W8JqjzwRFKCQCHg+ksP1QPQzl+fLbwD4boZUA7KfFD1DzzSDGQruzql8GByrh06vY6r09qgd5hMZ/4j5S4/CR2pbd9RdBihnncakqcR7SXP98M2Udvwo4FRFwfVtmF+2oK9St3UDtP4eq2X9bHWdmJRz0W5syXNWWliIwn7TpZjmdt7lI+BNvzo4x75/5nOMIrEYRzDmtuf01M5QKemEI02Lssa8rze2BJLR9pYK4ziaEMLOtzfAHmoLWnwYXWgHAPRoLons//S3/w/1pDrbJVjlo3dNpEnqbdewuHf/haUJ4YSZO8pL/3uKi5ZubFElV+8DpesfADr898MFrSDLb7GGZz+8nFccv4vZHTmbyzR6WWrvH6/UoQTFakcaxA+LE/FuQzlfhKyPD+jPbj8r5Gf+eszOjqMJfXLJ5tP3GRk+cWPhriC2tNNkgyhPkYpO1SNBCqt6HBfq2370fWa6pSCgz3bnL9oZTp7IqyTjIO8xCPU98uLeWiNPdX4SMJ6lR9kbXZg31ewP1mfiFj+rOTzuHP/+VXBmLfRcG4t0vDZKHnQa8poEx1ZD480iDeY932rZQ/eQyBlPI6v09xadXdpTiOjE4vmvlZe5HGcJC3ad1jWgz3tNm0yZ4wXoRExdlfwgPnb410edyX4tKc9DZL8lP/e8pa3AABe8pKXVH77F//iXwQ07rvvPrz85S/H3NwczjvvPPz0T/80RjoH5KMpMlnygSaZ2Ae9b2KwtAGfOLipTvUZvS6jwlzeZVnhB8vHMOgOyrM2XLSFSUKxUKRL7wkVqd7ezinADMXRXz6OS458sKSz9B5ccv6/KY8i8GCU52kzgfDWXz6OS57yIVzRfXfOz3WlYtfeDa8zkZfQqJQXbwy9beaHLfLxeLJy1yjuWpnGeu2Cvq7DSEpY93sP44r565uNlg5NqySpZMnxnWSyMl34Lfh906Fw53ZC7rnH0PFp2L5JAn/yZBGS9PBxdCR8yiU3qFwCXLT8e8gQCW0a/w5vw28sf08G1wNQZphy84ef6sQbLPJ+7Z1KG8dERyRX63hcze2LfPkkNlojc1RFjlpFfLh9Se740Si+babI+GLjP03bLePo0C6Qta1PcfncTc005j8SRrAAwPvi8Lx3mEjju2d/G2eiPO7nBI8fP44xHY784he/iH/wD/4BPv3pT+MlL3kJXvKSl+CZz3wm3ve+9xX3zM3NFedAxuMxLr30UqysrOBDH/oQjh07hiuvvBJvfOMbcf3110fzYSLLs1fHqYCk6IOmOpRlCSQufDYNqCqdR/OcFBmQWggpwVh8l/Rdde+01s90sfhhWoaHnYVtypRblQwt8+tZOFXDTvGhbV03IEvjtrUEnCI6nOlFKz8OA9G1DIdtOQR7ZaUlRe/sVO0SgOryQW55L9PhlGhUr4nI6dynKlTM1+3zhgqhXrcT85kLOvscmwJr5UiGigDAOaxuPbdyTvAC3If3JtfggQND3Dp7YVgHDvWqLfi1bSNpDbkdeH7Id2kbq05zN1fPhepQJsmHWn4EQZ3bxEKSyY/F1NJYeihsA+9D45uM8VpgXuGF26QI69JheaDmrCG1b10hHie2rRRrfvosPdrycMVElb987uYzdk7wtB+Wf9vb3oY//MM/xD333APnHF7ykpfg0ksvxS/+4i+a9/+P//E/8I/+0T/CN7/5TRw6lJ1X+bVf+zW84x3vwPHjx7GPAUkbSqMSZGFiHSq1lKD+Xa5buxvrFJ6lMLjwJJZ7mb4OH/Fv2mLj9+tByF6lxbOVKorbo66OWmnz79Zv/Ax7ptZ5KZ7UnU6ZeoxpcpvwfaNxSLuJfyXUA974OnmrQU5NrpM2WLgfc14KIyGdyzK0WMpU953keCX+3WicZ+5QRoLwx0qU25/bOcnBWnWau0S1hY4AKI/Zuw76O0/DubtjHEaeMWb/YaRw1XFgjQWp094o2+mYzmUGy9xa6B3r9GF6rOXr3kWmF8k8I3WStpT0dTwvNM00hXNJmaWlk/MjIf06GaGKQ3bUBqf2l8YT1BxjHnSR4xLSNuO5LNvL7HqWBYf60uSH+jvLVyw0tjNevBpz0k9AqUjpt4LGaBZItsK0iEHFa+Y/QCkIM2T6wewa0Emwd2obf3ripr/bSvDUqVM4cuQI3v72t+Paa68FkIVD77zzTnjvsbKygh/8wR/Ez/zMz2BuLtst9O53vxt/8Ad/gNtuu62g87WvfQ3PeMYz8L//9//GC17wAvNdu7u72N3dLb4Ph0NccMEF1dyhlmDSSk0+66J/axKmk5SEfGfhpL0hPanZy5HvLIC0otDhvCbvz1IG/F0bBloZsJKpqyu3ob7OfFs8soICqgaI8KG9AQ5tssBn/uoUjrynqV+tPpL/3EaWN8d15lyMzKsoTOs3qb/2pqWo3b/BmOZnRNizYaG9aHkvKwz2cOs8Kqkf9781vrRCtJYhgGo6Maalf9OGoabP92kjie9nparbsel3Hp/6Hi51CkvnKxU6/J4m2cXfdSo3bjM9JuW7lpfinfIabF1b1TkCVCpJttW1M5U27bSiSPz+7/8++v0+Xve61xXXfuRHfgRPfepTceTIEdxxxx14xzvegS9/+cv4xCc+AQBYXV0tPEAp8n11td5Nv+GGG/De9763ct2zUBJhYim6ukHUpBi1kpGihYe+XwSiFqJ60DPvQpeFnfZo5T6x/HV4V2hpZaAViP6N36PXJnnDjhZOrFjqvCsubAFrVAVuBz05LctXtznXSfevCPY6xSp1YHraGLDCp7p+Fl1REFr5s8LktmAEdvks7+90EKQj43ob62ZBmzuXecwcWbCKjC0eY7y0oA0P7bVy/flZ6RfL+JBnRQirHJhFYmrluVX6QhuRPNalLQBb2cm7dRvq9/O80+NM6qgVGfNnKUCWI1rWsGLS79PKkH/jNrKUptRDCl+rmRM+TTMFpmSf975A85F76hSg9f90l9OqBD/84Q/j+7//+3HkSJkW501velPx+XnPex4OHz6M7/3e78W9996LCy+80CITVa655hq8/e1vL76LJyjFe59BuOhUaDJYrOuTPqs4uxm25GJZvHWK1HpO7mfBwXT0ZxGeGvZFW3d6Amp+dIhRe29GeK4yUfgZ7Z2xgmRDhaz8AiqGvRKZkDxBGQXACuEKfRaGWuFqoVznAXKoVStm3c58XbcHt4n+XXtenIVjTPUv3umrvGoFz30t/as9KlaO8p1RPrT3x+2mxzL3VcG7ihpo74Z5Zpo6VC/1sMYrX2P6Uh/L6NSGC1/Xylcbgvo33cZCh+s2NsaP5l3OU3I7WjBe8h7dDtLGlnITPvX4476QMaHngZT8s6PfA4Uo78nvKRSgGisWuvyZKDXm3mMv3/jGN/Anf/IneMMb3tB43wtf+EIAwFe+8hUAwMrKCh566KHgHvm+srJSS2dmZgbdbjf4K4rLARotoZQPCs+TWnuI/Fk6jwe+dY5QW6QskHKegv/ymf/kmqUotXekvaa6/6y09UCUiS714M+WkmUviOnLZw4tcf3rrH2e3EpoOkYu122slb4IDVaAeucfewFWiE57E5Yi5HRkdX2krWfNN7ehXGNPicFzhYYccbDa0PK4tbehxxlnOQGqykF4YF64P/UYrkv1ZvEkZ+IY10+UhFa0wosW2Lp+UrTQr/Nyub2K9IpkiLGxJW1sKV32JMUg43ppb5EVsVZuQlc/x+2ooz26iIyyZBuPP21s8K5dbiOr6PGe/3GmLvksnp3jcSBkxiH/3vsz5gmeNiV400034bzzzsPLX/7yxvtk7e/w4cMAgBe96EX4whe+gIcfLncXfepTn0K328XFF1/86JhhwUMChZHle9vLWc49Ljo8KIWttyTJkOW3DuQI9UtZzjyrA3lCKuHvPLA0XCrR6XXePV0fbbUJP3wPv48nshW6lGemp8vrInD0Pfyn21i8Y36/VpSscPSEyM9EBXRYcGuhq/kDwpRn8h72YFmpWIKNjR1WSNZ7uU34WbnW6VTb0fLidV9aVjkrqeAdRiiX89xqr4Tbk4sWaOyx8x9v5ddjwVJcrBT1GJAogvakmL5WqoYXEtSLBT33c12f8XPa09VGI3txOnyo5zzPA+3pMW3L0GK6QNi3+r8lo6SI4UL5Q4t3aZnB1605bv2u21/fX6PIKgoucYXis0Klp7OclnBomqa46aabcNVVV2GKFurvvfdefOxjH8MP/MAP4ODBg7jjjjvwEz/xE7j88svx/Oc/HwDwfd/3fbj44ovx2te+Fh/84AexurqK6667Dm95y1swMzPz6BjSgytNbQiPYQ4DshR6ohXhQiElc6sxI8trz4ct5fyauXV60IBzp70PEhrBrrFiJxyqSowLC648/OY80O0vhjvHGEFAh5ykXmTd+rFHf+9CnLubZrsEZ76OL83kuHLctloRimCcnq4KEK4/KxTuYyu0WOc5aS+F66XrJ9dYmEm4UvOjBVQnAca+Spd5YuGt/+fv93t7cNPTYb+P06pA43Am10/oaUXI9eQzufp4Bwtc6/ysFVLXhoEOoTOv2tvh53njiuFNBN+lb4S+vF/6l79L4XnOPOj7rVAqkGEbisHDiodpy38Oy1v1lO/8jA57asVuod7oe5ru4zbm8K1uZ82zVuZcavpJg+zWrQ+eiXJadof+8R//MV72spfhy1/+Mp75zGcW1++//3786I/+KL74xS9ia2sLF1xwAV7xilfguuuuC8KX3/jGN/DmN78Zn/nMZzA/P4+rrroKN954Y6BQJxUTTzBvaIHwyCpeDpACE27++kz56MGnlGk0Rl1dcS4OxNbCPTOssYmI8FqJaoGV/6/FlZu/uflwuvx3Dqvbz8dX13+wBldukJ0XqxNmrGycgKsulYp9cVBuK5d6cP/wf1rfcklCin0zBEXVionqEvA0GsF3ptHf+jacu+dx2B1Dd9/X8aX9K+UhcL6fafBOTJeDmjI6/eyJMtuM9py1la+Mn0pfJEnusRmeiFbollFlKOCgPrq/RLHpegomIm+eYqWqaev1SK24rB2Y1u7Tuvt0H2tFLMLf2qXN90u99Xo7EC6T6DVMrXwt5aY36EjRykyHUPUYqQuT6qKUnk/TYiMLj99inY/raqgP8eSKDTHaWPBqTXCcYmnnQHZEorON4fw6UgeMRrv400c+/Hf7iMS3sogS/N7z3oDpqf3F9Wjg2JUPZAKp+CGc+M4Dtz/40+0R6klAu9S3p8GTRCmuKER4qzwaxa5DUiTYVneej9tOvB5QsDpC43fww7jr4G4GsKraRHtbjSjuFoCoCH8F2BptIOiiJvvqyUvw1RP/qF65z6k6cX2I10YAW2lfrYy0Z5p7Oi715RlB9tq1J2x5oVK8L9HKxftnVHnhRzbHsNervIRMuS9X+bGULlBVUPn34HxfspkhjgsdUXSiBCxDKOe1QHPnc4Jylo2VoD6KQjQDQ4zrlCt/f+pU5qHryIiMybxeDi5sYzknyGO4bp0v5zGj0S3rM3uizM7iXPVZi5bPlmC6270c5X4Lw7l+CJZN95penoyZ7WVgPA90tjCcWw/lXeWRMNTZGxwyDss/gMtnb8LxxbPksPy3qhRK8JyrMT1dKsFWyPILg2r4IR8gS5vLkXQIWV55FtHo9EvvyWjkzwEIeGmlkDnLitDJBWQ0naf8QiYceaJLCNQ7/Pmx9+BkulRL43w8gL9Mnoc3HL4yDI2qurVS7OSp6ZCWANhOpMMCTGiSMlrdfC5uW78azcr9VKYIdfhR/uch9GhDg5WM5sv7yQjsrByEhuHlTVTKutTQ7fXPs40WQblXbWF68GgwEiQawaE75gkIwtONxg8bc5oW0atFchdeLA/M8JSi2php6R25dcsvQkNn0tFtQmHLXv88W/kIHa4Lr3dSX0Ujy1PhzTG9wSEc3X5X7Tx45ezP4Hd3rn8SWf4xF20Rj/Y33y9lNF+14DkOH41Qn9/H4bmCl5awMSLoWWi4RwFiKwJIrPl8YEYjywvSPZDxQ2Hqtb1vx8l0uZFGBVdOC/k0EvxTgF7lWe6n3CJ2HrhlYwLw7OaVBSiqZ3gfoPA2vHe4e/hD0AqQ6WSgsf8TCXwozCjs65JOXL0QetfBJou8rhJKb0Rg14ebmWb+fSKqvCCws/dnnGvsrZ+LoxvvrOdn7ZzQ2+OxTMK7NzhUz8/WtRnyubU+CJT9Px43t4/US7cHh1Xz9fpGXgTJXa+PCt2cv6g25meBynGhiajyjObOm2DUkaPecAVHt9/VjCyvw78q8jMRWV7Q6fN38oYX57JIzZOgumeoBGdVALSGNeEJyhZeWzp6snsfD4XD0CU8ueR7W4R6oHoYF2iBwTZXuw1+d7QYRaLAleNCAi1aIQ+71YV5spy7wxYgos6VIS3hJbeg13YvjAeN3b6vHDsqLBXNz8ZStU60KauVkSBb7LXAB+LpjEmgApWx04ofpfSYXpTRsvFaOEcKVO8sTRJEo7CnNB9UcamfjKAuNDiKAZT9Pm6Jci8KVdGJprE3CtdfOfydJHH9JCj3loEgNCa1y/brgnYplF9elnYOPAmq+60q0fAzjAivF8PT9NFDrJA3ONx/Ip6GCGTmqVBosRhshtJlCy+WjoDP8hGGnNZMZyOKxGEcw1pnvmwXHaJr42lzBhsgVIppLJ2F8hkptMaym8aFY47hMA74k6VQlRCtnO2LrddoNlRcvJ7nXDwC+7Abeu1shCUtkMa3liveTVGci0cb31iqKoqcH7+31z4awWtgxFOregHlmCEj8VGhsEuh5YpolPvNXnbB2MzS3Z6sNApUed4owx5hmqK7Hdm+gk6vjFykaRQq/DdxAbo7edtaK26xwLxnoJz1SrA4dOkc/N5ePKwJJ7UFKgOzFTwKUIaQKIwTBY2y+NFyEV9bZfmkb6WQZds2W/JCJxaDTXDCxPKmtjmw7yvY34nAlXOfx537DpdCjOk41w4NngVyJcwWayBshwpHtfWMG0SRKUBjWamzRd4mgkDvDwRSmgLjlqH00cje9h6Nej4bKhxWGmmaJYSOKRKN4Pkg3s70dLtoxGgUeoGBIdSiXkBVcQDZbsUoXhaqOzyFJ35HDC96Q0tbGuO5yiasgF40svxsVUZI+0YbcnPFGqCMueJ7JxIg+AyUs14JAijccAl19burzdhysqhrbV+mczT97mo9ttz89RkdDonxml5+Vqe/fBxXLN7YjHKfuNLrUuuB0cpUFDKHWqRO+cCMRpbX0EN0Dss5j4t6n5iMK3fgxQEIRFGnfAK3QoNn5cmCI0naGQi8ZpvT87ungPEYB2a/Fqfck8/jztkLSkWj1quG3WE82CuPG/Z6ksT26q0ytZMrXwpj8jiKDcmzkQCEuTrlPVF0dkIDY2oq5K2NkcBrcfm4KdZ02yw1BFEVOgMoCO0T65Sj3OvNOiI7ouu0Vc0OA+Tr7pFKQ3jhJRyglEPR6PRb4ZIJG09TLQxLkOJDKYuHc5Pn95kC1T2tuUP/Npd+dxWXLNyIFxdbhDNYk75sV9bWlM5VmE++/vJxXNL7EF6stk/3Ewc42natNwTQ4OwvPYRLFj+IFysIm75s6jm1RxbhKJxkueLoLx/HFbihsnPsMB4MceVYAEoh77Tfe7iZTu9hAGQZ6vNfAFbmvoBLcZNxTvABvDe5Bncd2MOtc98R8qA2HnmkuHzhIzi6eQ0c0mKtAQi95L7oGBFAHBoVA2H+ZhzduraezsJvod9RQiM3Uty+6XwdZIyLep/AbSdeX0snA419cbnjlUPgzmVnDKemcPnib+Hoxjub+Ulc2E9sJCD3/gcP4BiOBDSY1mE8mCl3OeegN3ghXx7oR9BZHISeKIf4kySLIgwj6MyvA6kvD8srT2G40I+jM3sCcCS+8vrIuTRZaoiiAyMEDsTXaWFYLg+w0ZO3+XBuLY7O4gYwNpRCmmao8jE05vplfdjzzzfHtKIzRsWY8963oLEOTpHmvQdSD9dJskja3E04uv2u2nnw3ft/G78baYc8lnL2H5E47w2Y7syEHpQU/Z0HshUGZUVoeYlCQ77zYrsOZfL7WRDocBXzp7HhcsHKnp2DyzeLzIVgr7roA70cQgRKjK+9mrNnumi+ka0N9E8+rcwYM30vvjR7pDxUzopL08lpNIKrypZ7bmt5t2TvyMtEOsJP3W7gnK6VBOAC3If3umvwwIEBbp3/jnAs6D6UnX51wKgLv1U9rqEPXOfXZfejtLWU4KjFgUeqeHlA0OcT6UjyCOGH+4pKb3AIRzfe2cyPbOPnsZKftZPjAFH14jOieq7lYyqaDmdvUYm8ZUfmRBpcjLBzb+Pwo6MjbeRcHC86isV85PKtN1zB0a1r6+lIBIrHIBuHwGQac+9Hf+kh8JEI6/MTAlT3W1Uq5wSbFEyT4tGKUQ8srRilaKUI1CsQoHqwlvktNouobBpSGM1AunOqYyd4ZtqavlbGXBelJIPNCJbHYtHiMI8OHXH7cOqmfDdaAPQqCll5EYG33emUKcZk8gkdAbAVcFW9scJqb+I/U+5PL0FjZ76OL80eRjqmMcC78nQbCz9JEqam6w7Lw+l8vygJfezCT0Cn1yjj3EY8fpzLUOWbkMb1+4WGGA4x/PC5PK6fHheT+Fk+Hi4P8JyRkrfbRAR1Hn86Ib4o07VzbEHNiPC6XfQyyCQ6nMhCZIyhmCci3DMNqQvLp1yW1bbLfH5OsMHYkd9qkeXnP4L1xWOQrDCSgcbL2i8pQQBIPLINSvk8GORgxaO9nb/7oLrfylKXMcZUcsZurMATYIXGCkHoNZUmb1ErC6Cq6CgEVhEW2gvShT3FJsVEAsnv7WXbuiWRNq9hcqYQfocIMn1QXX63DjWzh6WVjW63urpxG3mfGQOn9sKJr9PMAVUBrBWEfg8/oz9zu1j0LSOD3ynvsBQMF+ZVjeEgQ4uklXNlffxoVPan8GH0iUs62a5LyfQidCxPyxpTws/eiDLYbGK4uFEaLXr+aFo05woU9r1ZYHonyxij7UjhjZWOGksu9WX7WJlnuM/YAJOSJHCj8eTsKvJOaisdkSjojBeqmWestUCpI30vjLnRbMbLwhDep6GhLvdremTQB3XqbJXtwu0h9cgVme5vN07zjDEZKvxwdr2MGBnKUxShhEXLpqP+cg5+nGKUnnoybdpjKRUlaIUv9YCxrstv/GydArQEvlzXYR/9Pv1ZW2KWUNR8aGWl+dPCWCfxtYQxKzfLm9ZFhzi14NNe1qQ6Md2663V11R6ebivdrpbhwfdKmzlneoh1Sqq2/3jTAhceQ8IPUBVuXHdW+mL86D6QZy1Pv+b8n/bKK0rdMla4r/T84jZiBaaf18pRRzGENw7n68LejygiHn/83TKG28qEplyfdUsoevlEhWMbn7Hq2qRErbpa9TbmoZUHNMgRSmOxLmdoXbHCpECGLH8mwqENpvZZUlKacPK/sEZIcMl17jgRVDy45R4WFvpZpi90ZPDp8A8PaBZu/A6hIf/1Z+3ZynWx+GWA6j+BWdF8S514vYU9J6tI/fR5K64Xv4M9TKB64J3vqbEqg77jdtECjtvDKrpNhT7zwl6G8KWFTJqW7c19o8eQ0Od7WOjoNVJGdQDC4w6s5HmnJLcd82oJJ0sRMS/itbPik6KNNm088PNCk5WnNfa4LtwvjMrAis/qBx6/7P2ygpWdoDw+5b3aQOP5zblKrcL1tZQNtxHLI22YNEWj9HjiNuEIC0ddrCJhZf5dn7vtdBAkHREvUP2X3+VeVmgMk8TI8TqXqByqz/Bfz4x/dvYrwRynylQiQNUK0sl4ZRLpQSx/lhWqrSueQDyRTH6TcvCykrAUAQsEFtj8WerDQlPfo70fmRSWYqhTKCzYWOAJXW2xs6AKDren1c9auek24j/Lq7IKT3z2MoQ3XWe5V+iJIhJ+5DmdiUe3ufa0uD21x8NCXtqLFQvXWT7z+rWmq9uevT1+ltvcMrTqxi63rVbwut5StJIWocy/SbG8WFai/Lul9NnTkmdZCfHvXGceJ9K/WslZY7vOO2Pe+M/yNPk7881jVRs9PE74Hu5vXS9uFx4HTE++WwapUSqYgGmp8CoAuwgVZcafTffxLme/EgQ1tJpUbpxiaWMJS4MjWNpcyvI1WtaatjhlYukzd9a98rkuLGcVPVHKioT1kN/0EQzLm9WDWDKY8HPay9FeCvOthZMVvpN3MSI5UDUckqQMV8mE5EP9bIhwnfgdvFFCe66snFlhag9St7M6MxgIFgu+R65pXqWO7Jny+GKFofuE6U1NVYU488dKWOixQEuSMrTN687CtzZI9Hv0b9qI0O1nGX9WX3I9tAco5/6EbpMRKfXVkGtMU3ufWrmIdygGLisZrq+l5JieNf+ZT21860iDPMcGkNV+PKfq1tUtg1aeYZ74s2XkamPRMDwtjw/i2SVl6FSnUcv4VUryDHmCT7xzgvmgMnc2Maiutn51OCKfWNni8oF8E8AWhovDcKE7pjgXguHKpgSUg6hxM0I+uZN0jGfvrmJ46uk4hsM4PpOgt//rcJoXtmgtb0Z7F/oaEPIjk9Q6bsHPyrs1L9pz0IKwLlwHlEKdlR33mQh85lHzYyknPjSt68sCRSsuEUba+9Ptx4KR+5d/s5Sa4NzpfmDDQIwCVvyyRmhtbuK66HVE3ilp8S19IIqHFalxHMP0sHnNWR8H4THF0QYdFdAeGo8Buc8yCqRYnpf2kLgd6sYkr3VrmsyPFe613mfxp8e40LPWJMUQkTrL2NT9wEUrN2VUV5DflcGkvTu5ZqHFF7TGY8Al+FZsUXliKcF8EoWgumWRDOhX4PoSXZ4nmbL+zG3GGwRHUmcZqmKeGRsqiBWeNCx483dctvV/cP56D+9O/y0ewAXZvRtANzmOZyz/N6zM3p5d0wORvUQJUYzTKuZZRz2nBRx7xzmtDGvsQJZSa2oHw3zrc2BI8OS3vCfGr+P31fEB2OsgIuBZYKZpCJ7K9RC+WMFoq5zbTviuiwBIn8lxFj3Z+QiCFpRMX/6zUJNrlkfFCo/rLPXiDTRasPHYF5o8pi1Fb/WJ7lc2NrSSkP5gJcftbG1IkjqyVyT3akUkz4vHKJ4me3WaX+ZT7pF2s4xjywDWkQtW6LreYlBopSZtrHnU/GtjS/i3xg/XWS8/FK/NFZXIByUvYP2W/9dqjxWoH6eFdyjrjoUSPENeIIAnyO7Qzkx20TlgNMYdDwsESFUxBaC6iTGQSAFOxISz0q+pdaNozDwRsDo+n6a4bOcruPjEDF6Fj5t0PBwuPfibWJn7QrMFCKD3yAHccvLqZhw39hJ5EpIym4idpttDiuYpybdyby0D4xyBfaFf4hkCdihIeyw+S+RWHAFwmxgubZRb7kmo+N1TcDP7QmFLAiQDaV1CgVA/18/GiggyLTxFqKmQWGBsyBGARNWp7vwoeVDBEYDOJobdzRBkld9tCe1cICcOeM7JB3DA72Cts4A7Z45k2W/YsxQepK+091LhRwHHqjHs9/aCIwSBIq7bKam9U6uwsuN25EgEG1/W8oduqzovk58Rvng9Lv89GY/wnFPfxAF/EmvJXNa+3nhe01VKKgDVlfE3ZdRR80/FjdMswTXTsNbg8rFs7fgsAXXz832zawUNy+sLyeaSyudnBNM5ICnPCCL1Tx6ReKylTgkubSzh6MbPT3w+ANVVg9KNxrh99Z2TFemRD5WTXwYyW02pj0O5Z2R5pYSS8QgfPvZb+K70i3gAT6mlM9MZ4P+z8l44F4bm/N5eNriTpMj4MVGxG94j05RMHRMVuxVaEuWaC/hGZcqHg9lDzvuJQ7G99XPrAUAPPBIqduu8Y85bNEireHxcaCxNrJcO0dYcJeitnWPXS/jhsac9EDIiLtv9Kt64/he4O30BjuEwDuMYLnKfx68f+J4yxR17qNxOouhHo3qgVQ3Oq40wVjLOIRnt4dmnHi5D+1NAb+4b2fidtNRA7VZEI/hMnTUnee3ROHZRLHuIwbL/RGiIceSA5UV+/bKde/HG/mdxt6f2TT6PX1/6btw6e2E5Prg99JIFJgD88jKOtK1Wxt5nNOr6SAx3DnsSPVGGtaC8czcFmWLKLinXA5uzxWSo8utLqxiNdp9Ugo+lsBKcSvYVVszS4AiObl878fkr5m7AYOnB8gIN8KXNJRwdtlCkQNW6xKNAp+eSD8zn7T6IHzj+CP4ePjORzned8//Fwdl7Qws+n2gODrc/8FNxqPJJvQBrhU7P6Bgs8HNaE73k+etDBcYKgxRsb+0cCn/X0GEvV9UJADAeF6mvauks3hiG0fXaWVvvX54VXlg5uxzYdJLRwqnlOPRLXuJl21/BxSf24W34pTKUDuB83I9fxL/CXQd3cev8M8O1O6qP8BdlREkUoG4XbaeDy7bvyUP7Nwb8ZKH9P8DK7B3meNFrZo2GBkdpuOjQ4CRDjLPOWB6c97js1Ndw8YmZ+vZdPpml29M8KH4mRp+KhPuk4NXml3ApyKAx9/5sTlH4tPAC89Lrn9eICM8p04JzhELLTUaVv2Lu/WcsbVqDOXWWlNQDAehli4zuYgXpEg1HMh+uiWjB2hZixVjfOTDexDEcjiKzm3ZLwSHrd7kwjEanZ7BXva6QpuhuLEbSWQy9LyBUprHgn2leH2t7f6cDN05xy9br4ugwP7z+l6aIAmndeG0GRsrhYa6fcxlobCyIrTYQqLhxOhl8lkFjSbD77jz87AzgPZLRHs5fX8Kr8PE8klCWB/EUvAofx/nrPSTjUVGHIsxIhoZLfTw/4pVyaFLWtrfvwcUnZnB1+tEKPxvpQdx24vVY3Xm+7ekQrShUeS7s5bLnNQkRfnCoGCP+1Kkw5AsgSRzOX+81t+9gOWtf3nOg1vncOG03H6RONAZd6ifPhe3XwY1CxclrgC4CEb4A1C1IhHlDY1DlMz7UevFpKme/EgTK9DzOxUPrzPXLizqkEAsbM7VVCmigGNxeBncbWBMRHLyJIUmwlszjMI5FkZnpbGTP8Q5J+d8Gr0yEMwtm2YQQi+M2XkCxMQMo17nyekWDxm4sloJH2ofWjaJBWgVclRWP0O102oG9AuFGhOImH28kbPbC9TZuH+daAL72Kutsbn0It7MLAHj2qYfx7vTGRoH0nvQGPPvkatamEjbkowRAfH8xAC2fCUwSJKM9vHH9L/A2/FItPw4ed6+/An6sPFrxepIEDi5O2KM0TgBU+szBxSmenI7bt6/iDT5796G49j31cOhZ8x6AJIkH5t3uGT9mYzoaDHerV2t8RYMnby8Xyo89Qu89lmIBgncPmL8/3uUJoQS5+MTh8vmbAaCiCAsom/mPhImMVWmlSHMhyh6cbAQYLm5EYt0N1Q+lArtz/1NwUfJ5nI/7G+ns76zjwMy9YX2CtYNYjDDCTpP//DkaVy6nQ+se/tRe6alGK+WFUMhzuM97RAOA7u0PhaGUYt2sBdI9Kyw2FpxrYSQoOpXfW4DG8vtFsef9Njz5tDxEVy+Q7se3YXjq6dkF6wxeKyNqoVTuorhyRf+c0UO4O33BRH5OpgewtvcdpbekjmS0MhCAamg/L63oSLuqHZrDnafGt68+d8zZlKKBbClKRUZcRqfFGJaioystacjRiGDVLY2lETmmHmN5QihBQZbPv6C/9BCumHt/MxiuCDC9DRqAh2+HKi+FwxRpCu/T9uj0fCjce6Quwa8vvxi/iH9VS8fD4aLeJ7LftGDOSzz47DBUEsJPHiKLRqdnxS673vZN0+aETfP5ShHQWA49siBpA67Kz2tlGq3ct0s6TEPCtbHGxvRO2M68+xaIbx/LaBGevMex5Ij9nCrHcDgce5pmdHQkv48P6Odz7MCoRWh/tFgaCbyGl6bt0NPlGV2SJJ4Oo7lzWHU8bte+/LzQAPJxEzsftsIQM69LtwHDZTnBhm7s+E22C8VXAdVtQeNMlCeEEgQQCv5cEV6yciOu6F6HK+ZuwBXd63DJygeyhWU9yYHKIvNEdHrZCacnGO9AS5J4OkD1LF1O69bZC3HXwV18OHktnoIHAzqLyYnyeATzwELaucxDboNOT2Gsop5JkhkIkzxtVuwiyNQh9uFCJAL7Qr+8yB5P3jYxCNaZ175WWvC0hV/6LxrpfqEfblVXG1viowjrpRDk3KF5e8e3z7DW8EGa4vjMhBRoeTk+0wn7msPYaGFEza+HoTYKia5NL7YI7dNGMT420WqZYad8hg0n+RxLJ9kMPUHhKUlwfNrw4o1yfNqFc4oVWJLE9/fsenlR+jwf19E05vv5BUo5mYcyY+fTYG4NdYfjo+fkzAnz98e7nP1KMHHlzial3HziMJjvY7D0IAZyRksLCxmIRmLofncVlzzlQ6RI350pUt4qr8/ryA47Wsvod1dxyZEPZnTmb8zoHPlQuZOuTpEKT2mKW2e/HR8/chBXnPOTeOPiv8Y/Wvx3eOE5v4QXnfe+8HwgW/MqlDlRITPOmA6DkhDpLz00WbGzopF2lQkLwHeSeKVseaZ520R77dMKpZwF0ngcz08nCbO8AIHXE81Ph4wuEa4UHmtltPB4Fo9UdnTu/xq6yfFGgdRNjqM3/ZX8Am36oTHlHdpFNdhgyet4577D8aH9ffdmF3h+FoZPbFSjX84vDhXn11opDSvdHLJjHV03oX3dw+jtu7fkgTf55N+jjMv5j4TjRs1RD4/L526aTMOhGL9O9jHIul7MctLczfCJCoGSIZc6TOZj9jftc4unoZz9RyTOuRrT+2YzPCzLA0ptnKyi1F1v+l2fFZJrUnhNRJ2PKhSBTtnFHqS817kw4wfTACphXPMeMQjk0LJzdsYYDskyHXmPcTQhoDO1g+HsiexQrzwj9edUXqruE0FEOfykBTQftzDPCSpgVN6Zx94KtVcUiK3OasMhyHwM9k4ctPnRyPLcXxwOzfm0zwlSvXhs6Kw6OZ3VrefhtvWrkYnJku8y0cJNWJn5fHhujYU0Hd2obWcBsZVnFA/y/bKde3Hx+n68Ch/PmqyOn9nbw3kEZNh9uSKLRrmXfrEyvYwjUdh5HPLz+bXVnUua23f5w1jZf1vVKGRDOqfXBGQbLOOwQhUauRyZCIbLdfBlDlD27HqDQ7WI8OvdVQgmoOuEqdCiUOVnb8b64jGMxiefBNV9LIWV4NTUDIJ0PpaA04JKigweniR6sgDhuRytMOW6ToDMtPTZIP7dEj5ctJBkOvxsw9msyme9IM7ep6UwrHvqeBS6dfXh9hmN8gwZvWwNZ/pkqUw1j/p9nLkDyPKzbvWAcQ6MurgRnlWs41eMDdmuLvxwntdOEq7b6baR/qDrzqOsFxsb1ljUGVuozQtjQ0B1F/oZP/IcUO1XbjfnsLr5XNw9+CGcTJeLn/d31nFR7/dKhWONHd1fQAn6Ku0zt5Z52jzfdN8T/cu27sH5g+XqOUH3MJ5x4A+xsu9/23NM0W40fA48YhsF0i6SUq3TqTd85m4uExLUtUtep9WTl1bbN1nDRcu/l517lCLyQyswKhlo8XIJhrs4LPMMyzs1Db4ufbTdA0bSR+vFXCiUnnYO1BwpMgOlJY3UhYrOLDmgrvdZasUlzpk8v154kU8iyz/GEniC0/sLd77SmUbnFte5kLXo0zTzmrSyaip6UGurXqdaqpsELEgtZQOEE8mqpyUItRLWHhF7WVZIjPnV72pKoGx5rlpZS53YyKhTxPqdumjvmdeTdIoy/q1OGDAP3P7acBGPienruvF3S2lp/rhOdfxzv+i6iJDLv3vvsHby6dj1Pcy4Pg7s/xqKDC1SLA9Xpx6r8/TYMOEoh+GFJT7Fs3e+ieHehVnGmGmH3uzX4RJUvWJ5hzJ6kKalsJf0YAvDMITOhib3g0rJFho+m5PR3OU/9aH3Dmt734HdtJu17+zX4dLqei/zXytbagzuIOLF/DQZ+nIttkgEzYUH4TMy9gH57LFq1hiz5GcMz1TatLM/gXZTLrsmoawFtAh+nx9xYAvbGqx1YVLLE7TuE9p6sMhvVsJooWOFR2WdjIUr07Y2u0hh4WLRAUrFopVizWaeIKejCJ66+7jOnMhc88f3ai+a21hv8697Ts7FscLUCbe5jeUe3qQhApXrZ4SOg3blurCHzvS09y70DQ84eJc8w8/mdXAOODj3tfI3Zyg2Frw6gmFFLLgu/F/u5baSkqZIkwR37j8CzO0C7htYLpRmWraLfk7XPUngE2DQ3QDSQc6vB2DIAp4LRk5Sn7gsa9N4ray/Pj8sn61oUZrCdRwOuv9j11vGtGVM1EWIDJkWhDKpLoGyaoqgFIQM2Sh0Gp4pfks9fBLK3QIeqVPK5IoyTH0hszGe4Fg8TqUhFnWWlFRhW3Gjy3UdqgPqPac64aKtZa2MWNmJcuAiwkHu4/t58LIAElpyPws3PUGEH+0Na37Y22NBI7zpekmbsrIRHvSkZoUsNOVenfyX3y3X5L1TU+GZKhawbMVrIeUc/MmT1bpZwlx447VGrYBZoej2YLxGHidShF8rFC2/WcJUeObP43G4g1QnjOZ+YQHO72aepb21gpE//o2VvzzLSlkLfPmdx6lWIvI8t6e+p+679up5zggP3GfynDaE5L1aSemzfPk7fV0kSOpnGXhCk383FHBQPyu6IXT5v2aD5xR5/9w+jP/nWYbQda242NvjNnCdpPitUISs4FAq5sBBSape+OkuZ78n2FA8EqydujALTyRDHJi5Nwv/SNETkbxBAKEwtDxCtv7riuUNCh0Ob3HYTT7zJNU09aSwJom2aOWznkgsuOS7Doda4Uht7eowlghr7WXqEF7FWjSEpyX8tDIB4PbvL4W9hLRZwQoPTYW9mxqrv/AY2dsSvuQZ7TXoMCvfy/XT97JSkfbWCsxSWrp/tNDTOH/5fX40KpEf+BytVkRMU3jXoU8Lkoi9Sb5X5p6mwTzq+3kscZ35nfxdjzfLCNH1BcLlEeFJK2r9Xr5HPOw6L1sbyfo9WlYVjOWhy/yzXLPmeJAezbrHh1iCOvQZOBtA9T7yDAM4JSBQjlkbtQjPPsbyhFGCOhy6unMJ7h7+sFqoXsdFS79bYu9ZnqAKETiPfIE5X6Se75fZ5S3hbZW6SWYVy8IvK2m/UwsyyzLVSkzXne+Tz9qDLkJWJKi1V8l1ZiVuKKyABtPXwostWxZirNgs657rmG9c8nt72VjRuyqtcCu3qdRRPstzuu7SfyI02QAShaD500aK5l2HBoUmbe4orksbs6FiCX1LUeXvcPp53WdsvFlGF7ep0OGxUueVSZ2kv+s8KDYgpLABxjzp6IGED9O02GkatIvQojByoHzrvDatOPUc15EbNhi4TlwsA9iYr063IXLFVNc/PK/VM+Grql6dtRbInytrgtYxiDOoAIEnghJMXKWzHtp9AW7rXw0oWN3ddAm3rV+NS0FblmVS5wOCM6qbkCQbBGvCA1mHEIFgsgRQLVM7+S4pmuA6pKOFAFBztEGFzuS/DHDtEfDkdK6K91Y2ZDiBeNJYwkeKtWFFKyP2TOQ9srtWCzDitbL+yO2jf5fCoUP2cLh9tLCwQk7W5h/tDbIHzJtkJBwsSoGf0e3MRXs6XCdP4U2+16oDK0epu6anBaMoAu2B1vHISsnigz1dpin3s/LXoWnLeJI25feywcH0ecxKxGB6urp+L4WjMVr58r0cImbDosnIlSLjRcsg/swGMRd5h557dK/20qQdKsrMUIj6HpavFQWYh0CDsGndeC74dwhAD05zOfuVIFRHI8FX+/8EmQIMJ22WoDfFV/v/GIdW7oDzaUUBFQpwEjq9f395KBxonFAmRt2AsO7qwqp0zdwOzuj0PJB5YnBIUgRAmiV6znbU5VvcpzqlsKhTCEpRuXFqgKvmhYUXJxBgYZG3mYNDd/tgCRormHAsDHVo0hA0Dg7d4RICMNwpMgDy/qjUS4fYpN2YX3m2aeLy+iLTrlMmFg98jZUkjxG9JmpFALjo9tLGl/SFHjtauWl6Wvnze5o2YulwJz/DXqneUMT86TCoVW+mLfR0ZMJqFx4rWkGxJyg0dRgzRiHy2GYZxB4hGyTyXe6pGYd696h8Fs9XwqAuv1bcY4Q5XeqxtLOczaccEBf50ZxCSeZHIfQOUaTZBpulnQPFMQ0G1D2T5XFXgj/7sz+L9773vcG1Zz3rWbj77rsBACdPnsRP/uRP4j//5/+M3d1dvOxlL8Ov/Mqv4NChQ8X99913H9785jfj05/+NBYWFnDVVVfhhhtuwJTlkUwq4zGQlIqwv/sMDP25tbd7JBj689DffQaW999r3jMJksQhxS3br8Ml3RydXg96mpQhAG1ZCmWK60PwWC0YMEEhb16DK7yBM8ZWHgkk80yUVqZB25JXSoq0lo4g1OswkxauQsc62DtUYLiijBhvTwkfEwR0aIDhskdn8IMkyULgg4XSSOBkAqzUePOLFBL8gfcv5w2d8U7vQ69Sfs+LSzp03pCOAWhPX4oISVJQwRGAZDM7e9ahUKEOG0pbcVgQyM6w6YiG4reok6Wc8u/ZWcPFbJlhaiczxKAiIkUDuNpwYdHGcoZyrkQ/r8xLjhTQnDCBebl9eeyo9ijaOc3Plw6lTluZESbnJ7Ui5b6mcHaBCM80psho4P4xjF7nXH4+dQkY50s4c+uZ96XDnfncttb5zMPymxmo7rokIVA7RFkZLm8ern9+4ZgdJj1N5bR4gs95znPwJ3/yJ+VLSHn9xE/8BP77f//v+J3f+R0sLS3hrW99K175ylfis5/9LABgPB7j5S9/OVZWVnDrrbfi2LFjuPLKKzE9PY3rr7++PTMunGTnnooIRQA499QYo/2oWlSeIUnsItnlX7zdy0B1tUU6HgPj8UTMPIcUt2xdhUsWP1B6LFJIWExUyFtX4ZKlD8HLWpcOC+YTpVEhb16DK6BAUYFQkebfJyp2R9k6eCcmr2ElGZjp0a0JdJaPZ/fv7VXX8fJ2ykBAI+slQog9PfJ2Gj3u7mrV85H2lZK/o9HYkIwx1o5b5T1M5McqypMxedkgg0X4lh2l7CWRYjQNlkGONn7wRDhO9K7qTgd+9xTcvunJhhh7xRz2Y486qTksP1T1Eh6EBhsIqEFyt9rXME651BpzUidrw4zu6zoaczeVOYbrohHew49TW/lslIjw1jqg3k8RAuKW5RiO4Oj2u3AFBFR3DKBT8QKXBys4utP8/DqnaDzNpSZG8NjK1NQUVlZWir9zzjkHADAYDPDhD38Y//bf/lv8/b//9/Gd3/mduOmmm3Drrbfif/2v/wUA+OM//mPcdddd+I//8T/i0ksvxfd///fj537u5/Dv//2/x6lTpx41T9KRsQl6D3slQIJ1rVhYk5r7ci+suxOLzXWg9hWt4F7Ya1L8RIF2bl6ZAW6yxalCPdF04MLwHoeznIsD1RXwWRGAQMVTigaxlRAMh69ZyLscyX3r2nqA1eFK2b68ZiXClYRzI1DrIwezC4LdxyE++Z/mwLGT+GkK72ECaOzWtRn4rISac+Mta9gwbCzpxUw62+9Cb+2cMEynjxqMx3CdZDKI7fq51SiCVqzSxnX8bF2b0dFrxmp9MhqYV69HEo2JbSN14iLtRIZCY32235WB+/KmH0MZLm8extHtd9XTkPErxfuKF+dSHwWIi73MK9a7QV3qcctOJKDuGVoTPC1K8J577sGRI0fwjGc8A695zWtw3333AQD+5m/+Bnt7e3jpS19a3HvRRRfh277t2/C5z30OAPC5z30Oz3ve84Lw6Mte9jIMh0Pceeedte/c3d3FcDgM/qzS3fe1iQl6L8B96O77aiCUsx/zz7GQJFPb1XUEnixtMOHkWW1ptsGnA6prUnmJBo3dOZi3wVS4NpNPwGg6Aq7KxgWFleJBWnuhYOYzZknSAsS2G/4gwjVXHq2MBPYERdHnbeVG48mArzuvg9sblYLM2AARhXQvyp1SvvG6pNsbxdHYU5lu2JjKw3zR4LMSdtSh3SSBSzpxdEZkeKnlBaRpHIK6RmEXL1eMp5h+EgR1joyoPQBRxpzUiT1bKs4lcfXhqJdaJ4xSXtImCEOXQLkXInZeLp3MDDlPB96991iKfX5n2fz9dJTHXQm+8IUvxM0334w/+qM/wq/+6q/ia1/7Gl784hdjY2MDq6ur2LdvH3q9XvDMoUOHsLqaeV6rq6uBApTf5be6csMNN2Bpaan4u+CCCyr3eO/xpf0reJ97BwDUZjB/b3INvjRzSB4KPRbv47PUz/Xrd7uNx4jG1ZoibDmhVUzeWFy57eoagxTvW3i3s2WduG1EuLYFV+XNJexFxdJhA0GUBa/VtEG6F6Wl14jSNN7j3uqFYUwXCv5ohPCT52QbE1jAk2fQ3ViK5Gc53Ggi3lySoBuL8L29HCobtcYZbfgMu2X75s8WPKVpvMGyfaDqJVA7dTci+2q7Vw1Z5/WMRmGXKI0+o5iX7nYLOhJ2V2HA1oacGOvkDUYjwm8t27s3xSuMBsSdy+7PN7qUu0UjMRrTyHn7OJTHXQl+//d/P171qlfh+c9/Pl72spfhk5/8JPr9Pv7Lf/kvj/ergnLNNddgMBgUf/fff3/lHuccUjg8sLSO38EPV7D3zscD+B38MB5YWkfKVhXvznKRcCIaDFcmPO0mG86ttcfMU2GkeHT6flkXvcsPaAeKymsvvI4CxGOwifLW6yDFmkws+OzJUHnyzkjv442EqZ1QgPH5tzZe+3g+3CzBZ/+mpuKV+95MeVxD6PF6XFsjgT1BoRltsMyHxgH/ORdvQKXzpbLQuxyBdiC2HCLWfR8rQMcLoXEajMWWURogXLeVsRQN8Ls/pAOUiqONIZc/79MUfm+vpDeOb9tKFhcusUC3nW1bmUYD6m793Q6Hcun1enjmM5+Jr3zlK1hZWcGpU6fQ7/eDex566CGsrKwAAFZWVvDQQw9Vfpff6srMzAy63W7wp4t0yq2zF+Ku3jb+2j0Xn8ZL8DH8M3waL8FfuufhruWTuHX2wuoEzQgU//vdVVwxf30z9h5bdbx9ORfQfqoThxHm1USlnZjep/E4Y0B43orqFg0aO79e1kcUOnkq8Up5GD7LGy/StB1Iq97ZKfVLW2DCzZ4o1+C4fYqQbwtkb3meD9lLiaZzMhTQvHmI3zOpSASA6yJCOtrwoXeJwuF2bhPRkD5mz4t/jymdzeraNu+ubBMdYeUOkLHQok7yHD8vyjC6jbfLeuSlOOQeW5+kvM85Bzc9XSqiTovxgnJDDB9y995HywkB1S28wbxEPz9zHPD2PY93Oe1KcHNzE/feey8OHz6M7/zO78T09DT+9E//tPj9y1/+Mu677z686EUvAgC86EUvwhe+8AU8/HCJqP6pT30K3W4XF198cXsGfAo5d+KS8szKrbPfjqsPvQafPLCMb/TW8MlzDuINKz+KW/c/I3/Oh/8LeqXy6HdXM3T6xetwxdz1uGLxOlxy6MZMAfIWeZ7wvG19PM4AaJuU6fLxcnLzHwn8iSC2cpSAeZENH/mEjQZ7ZVDUNC1DdjmPUUqZEerFkxTe8npFI9TDV8+VcXfFgs/K7lvetUih7FZI7lzIYMmQ5WPp9EOPQp0Za0VH6iXtmwv84eIgPqzPa+MyB3KFGB3RWByUvLAizfs+PjIyrIxfnqfxyxVr2QVjjXw4e6I9DTYy8nrG0+mXBobMi5xOfH0yA5XzIcs5wMFsZNvmRi5vaOHdnVGAuASqq7EI4wB1b4Z/NMfhHmV53KGUfuqnfgo/+IM/iKc+9an45je/ife85z247bbbcNddd+Hcc8/Fm9/8Znzyk5/EzTffjG63ix//8R8HANx6660AsiMSl156KY4cOYIPfvCDWF1dxWtf+1q84Q1vaHVEooBSOvhjmJouQxYuSapAulzqtgjXbD2ubCFWu+ZMukaoocT3mq+eZwKqAl7okfDPzkT1yjNEDBtT97w6n1QLuLnwW+V5Og456iQAOd1G8Fk5SsDeqF43zUstP4LlZh35qFj1HTshAYOR8hZ14YevdTrorZ3TDLAqBgefV2R+cl7lXGctnfn8XCcXDs3mNHvDFRzdvGYyHc0LeT4TaSzcECZ90Pzkn2X34kRedH8xPzF05t5fHgcw+Iiu1/z1IQgyRzbkLFxs+0rRx2NkV3EsHb2zk+TExDEz9/4CzLZOVsnRhsa2lfoQDQsuqRYQNwfVLcpoFKC2NJ4zFEDdpVUg9Rid3MCfDv/j3z08wVe/+tW45ZZbcOLECZx77rn4nu/5Hrz//e/HhRdeCKA8LP+f/tN/Cg7Lc6jzG9/4Bt785jfjM5/5DObn53HVVVfhxhtvbHVYfiKoLn2WVGiBctQDyVBifjRGkRJIftfCFLDX4KSwcOPNC3oiaAWqhYguSmCawkJfE+sxOGCcg886VO9lvvi90mRw2caMvf2ZYpfD4Ho7uW5b1fZZOrguKphwVv257dW5sewAdjczEqZPlofceUON9B/t6GS65qF7Vu5WXxh81hoJGulejx1VV/McGxst3CY1hlAj+KwIReajhrdaXubyxAa6PZiWUhoT6eg68fdJdLheRrsWCPVoMMKYhubBKBMR4VluWPLCeztNI/NSY3izEpuECJ89FibFrl0fHKdZxpc82cNgljK+sAHPSQTot8Rnu02zBA1bGBSJFdzfbSX4t6VoJShFu/f0A/woO6vE1wJriNdBmpSUVlg1g7qiMLXSkjRk2nKWe+uUmvYarGL9Ltf0Gpt4f4Y3Yq4x6raYxAu/n9vB4kuvs/F1Kbyex8O7jr7wyum3rOJcll/UI/TaRZm2MTySpPTcdeaZBkUeKGim058Hkl4YARCe9fob85V/r+XFajuuJ7d9UpOhxSEI79WOVXpHSWd/xs98P8z0InQ4NGucYXQuKQ0fKzqiDR4OrUqmFytLC2eCYp50xpYkKZRqBeBX6GhjW/dPXpeMfoqlkwdCXhw9az2jiygvQZWfzxDhAQQRsgL/LzJ7SxPMUpEKLanCMQEo30Mp0/Z2hvizjd9+Ugk+2mKFQ2uzpte4/UFhYcLJbbnwRNTPWHS152EpVssLYCHE+TqbBK8ULXis0IklzHURBVgX9tVhTp1pRNdJ8wZknjnDHelnLW+gKSxaZ0jo9tDhVYueVi5N7VVnuGjlXdceum3q2pLTtdV5j1Is/g1vquKtW/dyHZvqwqXG0574O497aQd9HytGuZeVizIigjbI7/e7p+DmZpvbhuup+9jynGOKJZ/kp7RmGceIbpmRLE1LhTizdvCFI2A5CzoxtpUg23I0ohQq5wz1Kfa2Bviz7f982pVghHn+d7xwZ6jB49nqAwpPz4IA0dahWdLUVnbybmvwWqE3eZ+V81HeLZ+tNF18v35WT0ierExfSp0HZ01GS5CxcOHD9bpu+l1JkmXyZ5oMHCv3c30sj1toyn26TXR7sDehEx9LMdZszHNikwQlI0lohSF9K5+5Lb2v9ovlCXFJ0/B3vQarPWumwfOE38v8yW8dApiV39iIkT8Z+/xsHW1+XuhqQ5TrosczK8S6dWilMN3+maqxJv2m21fTqFv+4N/zv6Kt9HKAKA/63ZJPHPIMCntz+feAlsGfcy5IeG0dlcjOCpLiY5DccQo5E1iLGtGUHDsheq6F4fAYy9mvBLUVoyyWoLDCrFNmuUDwWqnpgSnP8/+6cAUrBM7JaU0u/g40e0b8WV9jgcICXHbtMb9q4ns+SsBFBLQlNC2P2KqH5aE2eRRSJPzJuzs5xMWCkEudh8ibf7SgFuUlQpizjbDgtowT7Y3UGS6VoxXGvXyd24373PJ+rOAP0xEv0/K8uS0sI8j7KvRWk2Gg24z7QpS9NmDYOwWqm7O0MmXeuZ5aWfKY0XXTWYBUX3imoZcFeGwz385VEd8Lgj5QfLXXoGQZKx0XemhmvSC3kpwiRaWPSHhfenMVZ0GhxgdlPA6VHFBViPw9VRGS01jOfiglFeqUMECRTZ13U86uZzF6mqhBKIBCCC5fqwvWCzSobv7+IjSgB7S2YrV13hRGsYRn3f2WcgTCEBGH2ligGvTc9HTVy9O86bCMtT6oBbe22JlWXXtoSxoI1/Y4bGZ5XPyf24g9A+3FSbuwsuQQnPb4+L+UunCceKA6TKrW3gK+mS4nQ9DekaXwRdmI0dM0jqS+db/ptpSiIw81eV4L/rWnreeHbldpd+3pWuH6pjHLddNGHhsl8j6qs1ZMtREXbmtNu27JRO6xvEZPu9eB7IB8p1MY6fKbpuz39rJ5jFCJyr4I9gatFbNAuXJIWoc7U+LfKrRWGKwJJjX3n4Zy9itBct/9OC06ydwlxRnZdYwdoUJEmto0dEZ2/RzzxaFYjypcS52QtoQsT3gtJIBSIfB79cDU1r06CF+5x1J2mjf9Hn2dN9/odtGKRiuwOmEmdGRy6nbUipVLnWLi3/k5FmpWu9cZHhY96xmrDerGg+Xt6hApP8uCXcZHXR2svrSUU12RdlIp14KNX2KE6TCnVgTs7Uth2qIYmSerXlzYg7OMFhUNqW0jqadudx4fWrYYxyoqhelJCDR/d7GzPW+DughXsOOTDtIHALm5ApTruugD9AACz39i6JPXBS2FWQDqpnVO6+NenlAbY6QsD1cICqQc6NZ5GZ+nvQp2hqLMDB9DoxICUhPH3j5NkC+WRalLQkcA9O4zVlbARE+lgnMnOwVlcrOS4M0JShk6l4TgvE27H6XUKRH+zmFI3S7WGTTpgyZPm3dh6jZmRchtWMd73cYJHZLUOxK1h8Tv1oaB5b0y72LJs9fORQv6Sb8DVU+Ihb1+lttECnvL2kDh3xvqFCh6veFFtxfzz+FtqYNW+hZPzJs8p3ltKvo5rSzlmrGzteIRN4hqP07hpjqFMqzb5FcBt0Xo1ZmbYGJL08aXtATYFSXnvMt2qabzQLJVHrHIM8Xsbazjz07+l9O+Mebs9wTTNOiAxKMxm3oAiOtQhgxGY7ipLJNDK1Bdh3BAs9DIFWAjQj3okLH20mjATsSV48luhcSEziQsNy38ZN2maIDSSGjEYbOsYkOgeu/Q3306zt1NcRjH0J2+F1+aWUGaqEPXHJIxaJlnDYVfvbnICrnm9Q7OGsoRgOmp8H0aAJeFXn4t8Smes/MgDoy3sdaZw537jiBlz0qwFWOUkzYYcl4cC3atOHTR/crvZUNBPrPQ5tCzflZ7qtZ7mS+r/eW9rEC156ffxbTZi2ODg71E4a/O+LJC8sxLnVLUSs1S6twn+bU6JZYds1iGoLmLYek6WYRG1hgra4HIlJ1Lknwu9Eojl45IVN7L4UoqxRm/NESVr3iC5PXxDtHlwVNwy46Kom09gMtnb8L64rEnPcHHoxSe4IHXYWpfluDXOYelzR6Obvz8xOevWLwOA0pczYMjmkb3Ogzm+5VJIludXepx++o7c3yvaijJIcVhPIhLjnwoSw8GmJZkqEgNr1RnDjG8v6pCNugsKPDZCsNZPSXrx0Q6lsVObbW6/Xx8de0HMfQl3tr5uB/vS96JB5b7uHX226sCkD26/Lp9GJwUu5Q6j4wyvTTSsTxsw4u7bOsevLH/WdztX4BjOIzDOIaL3Ofx673vzvLWcmElzYJY1oMspZzQeLO8UCmkgIrzdOy1V0yzycWNU3RPnpMnSFDn2KzdzjVef+2ZOu2ZagVECrmyxCA06or2CqVOqbfR3A3lVVmCADLjCS5TPMLL7HpoPFmKVIlm+7A8Lb8Uj4VKUMKlAGoyvZSI8HVrgBmLpbwxaczehH7voVLZAahshEnc5Ejc7PuxPv8ATm308endJz3Bx6cUi7MO0Rnvx3MA+plVloZnaqIzso/mATeoDG6x1kqYFbsUCPWb3QyhnousN7ZBlmdPUDyE3BJ1cJPpbF6JS7ofskWjCOUJOGwBnanEDl+mKVZ3LsFt6z8GqLc9iKfg6vSj+J0TPwws34Nb57+j6plKoVRnpqdtocpLYQE9Hjd77EJH0kWx98D1SxJctnMvLl7fj+/CF/EALijonO/vxy+u/ysA92Z1EhqyZmaEAWu9bY2cznRyPrIISVZHU7gKHc5mokNzzFNdWF/oLD1khwGZn7xEoblziFr4kbYB0Ns43Nw2OnRds/5nZgjiOnGpWW9sbBeujxUazsPameKoGX8BmrsnErkyzK+FysemEaQ845J6+GQCjZ134QpHNHIFWCjWxE3ENXRIccvO6/D8+fgUmY+1GOb8WVqKjTHxUCCFAqQJ58cpojOyJ1v2ZJUBHg2zMm97XkkLTLjNbjHR/O5uyFOn0w4M1wqn5hMtGj9tsxs+T+tM3nVw9+CHkCnA6kQBgJ/AL+INg88iGY/KHZFSZIPAOJ0MRirAsyKEJGRF7R0F0ioo9xxu5vBgmiLxKc5fX8Kr8HE8gKcEdB7EU/AqfBznD5aReKIjeUhZcXU6mVJuQoQXtHLtlaiwuBgJtXSGK3Y4k8OLFEVopCNzgceP/OXfJyLLDw6FoVfxcGXDCBDXNrzZhtuW2kpybdbSGRwq+8YK5+eGysR2kSKyQXjL5cSkJRwgB/j1pbeWvZ68wUhEeJeWXiSfE3SdpBWNwgNMfXF+EGkbUN0D5u+no5z9SpAXfxOHQWSm+sHsWhBbL+h0EgznW8D8WIvsYp3FwuFMbVXXW2TitgGxzYWfrHMW9RqP24PhMg+s6NtinwkdsnzXdi/EyXQZTRPlfnwbvpy+AM85lSNnaGve+xbo9N3QM1CbMh4V+CxQWXd69taDeHd6Y6MQeU96A569882SDiubvEShnhNKeOBlkIJ3o3ErtPGCFiv6PKzfythgWkCxruzGaRwKe0repPIqJ0U0ChpyGJs8Yh6H0ej0jHLPY1AUT2Q/eTl7KmudpMziAXF7OYnq5palnbgxvLR9ALz7k3eULkXOgyUBGpYixx8Sh2hQ3fEcGg/WP47l7FeCeSk6M3FRUCCYok0WKkYeBarLGH5VZgDn2iHU6xBSsdutHU5YUUTgFwK7BRiurLlpTzBNq+9p4ofXUGh9cDeNi/8fw2EcGG9XvWThZW+//aAugiov9dDnxaJBY3PFLsqPva/xGMPxt+ch0GblPty7sDZUCCBeKW90wzVXtdbZCvWcPR6hkdNu7f3rNenci+ruHIyjs7Ncto3wInXajESV3+yFylwZHfFt0wv7muoUTWNnOTC2/WgUGIXR4280l5MI5ZVrM4YN5VOC+7akYSmxJBbrMVIePQ7lCaMEgbIz+0sP4Yq599v4e/nRBjOdUUmoGVSXIVZ0eAMohFGUQmYMPyD0MoB4r1Rwz4IfS8s1ms7ihr2mk5doMNyFPinO8IzjTDI0n9XlMI5hbWohFKbMWxuUe705R2h4j1YgrRyqk9BqXsdj/lAUmWP+kO35y07cVuvaKOnoTT/R4fjZkIYOj7YJ6zM//L/TaSfs2WjRv0XRmLU3CVm8NtKZDz126X/v29HIx64fh+uC3vt2hiVCTzAj046G5A6tpE1LWhjcnB2GlOEgUs4Mpo+bv5+OcvYrQUEnVlZJf+khXHLohiogbq68ahNpM43uakijq0B1dZEYvYQ+vG8G1Z2/vlw4Z2Va1M3He6UaekgJIT/VmQw+O/+RbKef3h5Pn6PAecVLFiEmRwFyXg7M3Iv9yXrjRLkA9+FZ7vO4c+YIhYZHpReXpvEo94sbJQ2dnqyVx75GYeFxqbRy2sf3xWXBCO7j9UBRqtHo9NslDaDY5FMo1LbheFaAzFus1T61FY5j7Ym1qRcrT54XU7GI8FuhIuWQKNACET6vOxvLxU7VWKWxVYZzO0kpe/IjDcO5ODT24UK/CGEWv+W0YkF1B3NrlXAoACD1GLRAlQ8KZYLxicPlsxMM/9mb4ac7OGuQ5b/lpeacC5B1yGChj0HvGAaLg+KsDIBgIOQfys8cc+8kGY2lb2IgcC8N24xlYBd0nFPK9IZMma58IPQm+b1KGE1UpHw8Qq/J0Pco75Y9EwnblI0GdDro9x5uprN8vFQQrEjz/855XLT8CXi42ony7/A2/MaB70HqktKj5byPSSTK/dzN5RZ+veFHdudNT8Wj03PSAJX+rDf7dXTd8UYh0k2Oozf79TBUrAR06zC6NuhynqLpCJK7Tk4gxkZ0NKKfX3DhGM7r1oofLqQIW7WN1EMfifE+PqIx17cNXrSIrsz3CyMjkDGeFEfEEk6K+sTY6CTRiPCVZ4vd9S1oSDhUZ4dJPdaXVnHFbE0kbvb9WF94sLZNT0c5+88Jdn8UU/sXs4u0ZRegdULePFNXjLVB81rdc3pruTHYK/dysa7zukqahuj0nS0MF4fVs17qmeC/sKxBdReIDisK9ii1Ask3THS3lktsudkTmaKoq7cKja7uPB9fXf/HGKblOcELcB/em1yDB5YH2Zk6eUZv/6f/jaCxnJEn8ErUYXxMAMI98EiYOYcLnSfLjn5cDQdfQff2cLh0+cNY2X9bmFuUQ5lSp3wXJYAKHSA/i1m3/Z7rNAnJnelYtITOJORzMX70mFNRhd76uRNR2Nfnvwm3b9rutyQS5V5nYpJCY3JinaRt9NxsQ4MzSxU/hnJF5FQTIK4cj9DI8kGGmHGK5c3DcYjwCOVheND9PNyyc3U9KrwUdkA0XmDi4EYplk4eRAGqKxljAMCnOLX+CD49+t0n8QQfbREl+PcXX4Pp2S4qZ1aMz/mHcACORmXqKfq9FnuwZgCbZZJirHtOKx/92Xq2iZ48y6Upgwffr4UrCzlLIUgRT8lSqsSL9w79nafh3D2Pw+k30d3/dXxp33lIO+qIq/U8KdfssHK3PAw+t1Z/cFraStejoNMrFbscKuf2qzMy8rZa3b0Ud6+/Mt8Bm5X9yRouWvoEVua/EKbv0nWivq5V7nM3l9l91DOV72ld2j5Cp1d90qR8JqKwy3PaG6R2r+UnF/ZmejnmBxMMFlGAlvKidXI/GtUcLidEeKA+1VpOs1F5UZ7iihIzjOzg4H5nC8M5AsTVa4F5rmStzFya7fTkbC88F6xsM4FXlydXWKLUioP9J/JkBg616dNSD6RjIOlUFaPP55koyXSM3bVH8Jn0E08qwUdbCiU4/88wPd+zOwU1ijD7Ug5OyR+qPEgudd5koxKU95Q3h4pR/x4SripRIATelAltHbbWEEE1SghAVQg33V8nMOU9Vp2bFKm+ZpVJPFv3W3Qt+CQlGOsUQMV71G2u3um9w9red2B3tICZqU0cmL4HruPC+7ifNLQSpCnz/Kwa5Z7RM5r4Fzra+9fo6fxfDBjdhkE0Yg6Y3sVwfh3ep2Wfa8+2pk8KY2M8l2WMmV0Pd1uzZ8z9RP1VWyculjGnaAURliY0d80Dr815hFGaeaJhFMn0UtBFOxlTe6+ACMQgxjcsJRW/16FGSOGxqGlan30KuATwKXZPHD8jSvCJkTGGSp3S00lnBVIEQJEl3UowKwNVMjME1hxdpxfVe3w8qZV1yfxU1nlUPSoWLr8zTcvcloCtdCxByYJP+JN1PW0FawWkLX8tULWyku8s+I3wZMXr43Akp0/Tz9YpdLlPeX+VOmq7kQWx8FLnrYiABnDQ/R9gvyjgFIDynDlTi2xMUanHPJBlE/L9/Dc1lmQcNBkKaZqvj68DySCLfsgapB4T2oBQBozvOAy6G0A6yPj1tOwgBppe6zR48mmKwfwa0BnkP0xV381Ggh7343FZJ6zn71EJy3V95DvPlySBR5qnPxReyPjUa4o1SyYZLwMAg7LjjPvKr/lz4zTYrZm91jfKLrgMOok3tnDWlqxe1ciYLowoUVF4dUrUUoouCZ/Rxyf4c64Az+SaYI2pfBaVug7OO58HTzDICFOLn9E0indYlhddr3h4Fp8kAIoJJXQ7pBhiijzLQkoLa74m79NKhp/h5/izCLY6zwuoX7Ozki5z4ftYeIqi0nWS//w+2Y3Lz8pvQNim+oyf2mwTlDqvl88ZasXLfcKCl7027f2TcPNqJ21wj1U/6Tf2wLhtdbYdoFRUfB8bTVxXucZ1Z3gsVwLHCgZn8KzVVrpOFpQW/66VUV3RqfV4TlrjT+jrouew1Fl44CiSZTzR8wHYrdX3SamktLxiGgHEUZoW18zQJnI5lTajvge/NYHh1hXL0zPPDrLMTOvvO03l7FeCadioPKBc6tHbWsbS4AiWNntFZgytFLkEAy63bs2iJwpPPApdBhZgbvFXvDl+1oKuAUolRAIzCEHxZy2IuFjWOYf75B5LEDMf2tIXhaW9LxKg/tReVUBaddPhS+bXyo+p8Qx1HYy+KQQbe4byf4q8Esv657bU9WXe5B4pooC5TZRxEoTINP9SxHMUfnkcaw9Vt6nQ014XpxeT69owYuXHypW9bO3562UH3SZCj8ebrjN7u/qa8MlKWhfhgX8TPi3DT89PPW6IRtBfOjrj1Hqd0ZcuScJoExCcJbSM+ELBjavKUBv6QbF2hkoJsga5qmKrQ4kXpcZZYwAUyPGxodnTWJ5w4VAp5oL3hgGqmxc9mLKOQwYpImsgAm0i/alDoRmh4jcOlZYL3nPA1La97iATidecLK9O7rEEbR2UDr8HqApuoaMFodBk4aq9H+FThyGZtySB49GoPVgRSJYi0TRFCOv1Kw5v6rawhL5c5+eELtO2NkZwX2nhbYWAmQdS2s5oJ5NfLvxePQakHjx2rPVhUQqWgtFKjMedpYj4ndw++Xv9aAQ3M5PVlT17C/WiboxLffQzbGhqDyrNE+M7tVkuTUteWNEJD+NxqXysCI/2+HS99f1Fc5FCFPqWB9ephjADwFxHygbk0eVJsCsh0Jq1PZ/Qb5YnaBx/KD7L2h7fz0WQ4/k3fS7wDJ0TfOIoQerEmGzq+tC8jru7TmJnmN+sKlJzcwwNwolZ/PUEZkFBwsDBZamyxvMlXIuA4epwi3xnwSHrQ2OPtVMXYtf3MIM+DszcW1qNluIR4WettQGhQhV+eYLr0Bs/o2npemedU69gObSnabGQ5jAqh9mcqyp4K3wnClJv9mA63NZ8Lxs1QBa+1W2q21zagXni90yC+WFlrulbbSp0+Htdu/B4lbqxF6i8MTc9HfavvF/3JddRv1euW/1fY/gVG8iSBI7mo7mRTXl+jttD+DWiN4EyM5ScXrNr2kSn9zLoUGflbDMXUlCV330KpAmCdUJRgPRsZV1RF/YORQHKGh/v/JR3ugTBGqHc6xKg5mzl6Shn/+7Q/f8PprsHyw5OPe54WLK6V63xAsPv0I3ZbjQjfi9ndhoxsTjbS/FjdYK0QblnGoW1mpdGdPruatVitdbTOh2sbj0Pdw9+SG3fX8dFS7+Lldnbbc8DqCiHbGdeLzySMNUJhRQrQkuxIPeQ+UjC3FrmIUt9+BiGJQCtIp4erzOKghKeLOXLRe/WtJ7X91iGgTzL/WN5ltozbzIKtNDX9dCKg2mz4gBQUR76Wb5uecWGB1ZbWGFpnrhomrr9tKetIxUWT3X9Ia/g+cbGBhd9Tc85/t16HqGM0UrP3JinFCE/a216canPEBpGxtEG9XzWXkrppR4OCI9HyBELa2eo0FCl4INR5R0p0N1d7A7X8Bn/+0/uDn2sxXsElk6ZTb3mfsHw217GIE9DFOzEShJgQvb9AsNv8QPhNmg1uVqh3Cd5mIb5yEsUOj3jwhUMUMgnSbC6+Vzc1r8aUJR20yXctn41LvW/gZW5OyrC3I9GmSWd160R5d4Cn9WfcwXSWz+3GeUeaF4jlZIaIK2CLM/3ai9L/wZkoLE7y9Xzhnpnr9Dg59lrFyNBg+HqkKIV1iQPznmgu7kY0plS4U3tFap6JeMRnn3qYQxPPg3H3AqO7+ugN/t1OOerCqhOMY1zENvhYtnGGjiWd7tayjIvLvXZsY+xArFlHiYpovwsWxAZ4T7Xz2mjJacfHPnobGdHG3LQYutwulbOxTJKcHRkG8PZ9SBDFSPCW36J9z5betlYAvx8PvbWkRronnWhTnMJaLME1JV7AwVINJxz6G3W0Ji9KTwoz8/zMYnU2wf2BVV+4cFMXp/BNcKzXglWSovkw96vB1aVhDWiFelWL0Cn15O2hEiZQGe7h8F8P1yDEJITMPMChayFESkKP/b46uCfAjUYfg4pvjr4Jzg0fydcGh5VcLJRJEkUqnxZCvBZf33pmVrh0vyaZA6ppSNguPy8DgPmZSJIq1bAev1K6mYdwLbAXq3k12y0NIHh6uwhXIRPAY5tCqMvH68aCBwSz3+7bPerOH+9h3en/zYA+e0mx/GM5T/Ayuwd2QW9PqiMjIkhfXknj2Edmo6lo5WwvuZqDtxrUF1pEyns/Xpv09gokdwrCtBQyA4GEvtOzgshwssGO2sTCzBhD4PQMLxBVoBRgLo6s4uU1KO3GQGou3Asu6jXEUUBbhzG0Z0GGvi5jMaTu0NPQ5EOaZNNXa0HFiU2U/14Pniu2A0qg7tN1ny25OUPQHcnEmtsu1eub7HAz+n0d5+BoT+3kc7Qn4f+ztPKZ/kvicSV27oKTo9vtbbj4Cbjygk+HRdpW1pX7A1XmkFa++eVF1lZKUEbBfYqdZHnuX553RrpbF2L3to5VR44zJkkKEB1m8Ba++cFyq5oH1HSSY5yf2IGV6cfrYD8bqQHcduJ12N163nZBQk7c+g5/+v1z4sDjuXdr7J7lWhGAdBym+jQZ05rIj9r54Sem1Zk3jfzsv2urL91yNSrIwdCpw6YN6dT2XSHcH2vEdxXeIFUx1XkVTQor871SYqsFaAuEHqR+Z8DcMvOBBo7rw/xFc9AeeIowbxTYrOpD+fWAagYfb7lOFqRTm0FqPTBuUKgBZ3t+rWVaOiY/D4WqsTbuadqwoqqBPepNbdoLLftHl30ocLpdOLpbHRDOsJTLvhd6icr0+3Xwe2pc4TyOS9RdLauggMJZGNNz43Gk+mcfH0G1Mp9JPXLvaUogSRGAm/sIV6S8QhvHHwWb8MvNUQRPO4evBJ+7MtwLntxQGawxADzgsYuh4aBIuwYDairFE3Rb87BxQp8T8/nPEiJMuZE4NPzfJxBjmDF0ElQv8ElVvkgPzZRUcRANLh0lkrN8MCCZaQJNBgRXtGKRpU/edD8/XSVJ44SzIsHWmVTD/G0MitrGAkpMpxdDyxd78MJHA2Rwhnv9YaQNopUaIgFTpb4Yb/a/HxeDvvV0gpnQZ+mLTzkhUAAVjZ8xOKwjefK54yD0tHI8jsHq54bfW8FGquLeD5pC/DZ7V5VIYvSSBJ0NyPp5Ejj1i7L55z6Ju5OXzAR5PdkegBrpy4M60Mbf7obLUBs5f1SpF5o0cZi+MgaE6+/AuhutQTDNQzL6HEj0RXnKmf8XJLEI8LnbWMl42ijfCo7SwtvrAX+pD4KUdCInJPpPIKjDXxOMJaG4FeeofKEU4Kuk2C9u1oPqjv7/iCbemCVyU6sSGiTIk9hzfbnaDp6cw1QCJPWijRgoFSq3X1fxfm4fyKGX3f/14s6BSVJ4rHcGMSW8fukbtE4dxmunD+1V/IgvCVJPLK8AKxqfsSrHC9E0plv3tQSS2e8EPaz9pbbgOqq8SLlwHgbx3A4iszumJQ7r6WNxy1C+rMVHsL1uNi2oaUBbtuCpxaREWtdEIhXGqO5QvlVojxteMmVg/bivPctDMu56oYaWdtzkfPJAs0VGrHGdrKF4ngEEOYMjQXlndqpjpXTWJ5wStCPswOy64Lht3AdrpgtQXXXl1YDN74Sp8+/T0KnDxRpmpZ01OaWiSj3svnD2LIN59orUvYkiacv7V/B+9w7G+m8112DL+07z97wkabtsNzEm5A0YGLZJy1w5XLFXsDqaC8jGhh1p3yGw2vSXi3C3yGjHEVI4vkRcFkO1fG6aRILPnuyaqzkNNc6cziMY1FkZqY2S0UMhF53tOFDbWMdE2iJnl48q9f2Hk1khPnqdFrUabtYfytkA8/vNooDoawp1gjbtouWXYmLB8OdXQtDmLRBZjAXCco7vx6uKxK9wf5H/tahygNPJCXIbjmyAZI6oL+wjv7Sg+jP05blpBzYlSS0JGj7Sw/h+eddX1GksnPMzOSuQqJ+nFZR7ruEcs+L/2qSFJtaeg9PVsgsNMSKp5K6BA/01vE7+GE8BQ8Gv52PB/A7+GE80FvPQGz15ghZB4lRyIJyr4UzWfc+cXEgtk3bqJMEw8iJO1zohwo9f77wtmMBVjXYq0rhNpw90Q4MN1c2xZhr7f2vlfViL9l73Dl9GBe5z0/0/vd31nFg5t7qhqq8v4YLw3jgWJTGW3mDa9dX+Vp9sNOVSluA32J+05iONsLyOlVyCOe8RffT/LrtBSJe+Qzn1oPNKEEu0VhDeSpBcZyBQ6FJC2M7f3+QOSbfYOMdIlDlfxN+ulP1ak9jeWIoQV8OjuxrtYH17qy6/KFWSHOw2Ed/6cHsXGFCG2iyB6qDm9+Tn38SlPt+90EMFgZBKJWVFtPl/4Vn283R6RczdPr17moZxtX15smfJLh1/zNw1/JJ/LV7Lj6Nl+Bj+Gf4NF6Cv3TPw129HXx2+mlhuEcK7zKdhCrPRwnqNvsgAuW+W65N+lN7wdobePJPQpYXpayPSNB5PA8fR0dwBSWsqtonSrkLP6SE3dRUEKb1MQjf8x8pz9ZpL9k5pFPT+PUD34NfxL+qpePhcFH3d+FcOUa05xTdxlMZ/1bSeaRpJiBjhCwjqegwOlouMRi7MuF9PC80RwOPkNumTZ34d6EXSSN1CHZ06rOCjUtAHLlKc2/YSJW2vnCseRlp4Vhwf5EFRj4nHawvHmtAlf+5kMYZKmd9xpi/N/P/YF93uYxTW1AfSXVbsU5jVJuBQXl8dVkeJqVEqrvX+wyuKQipli8Prsu9lXCT9b/68uL3xKd4zt4xHBhvYy2Zw537DmceYBN4KNMA8sPBB5rx6fSZPglH0fUMnb6Xra9ITtU6nDs+RM1nDq1zeRoYVT1TFKI/ETTWqpNRLzPdngafrasftXMj+KyA6upnVR0v2/0qzl/r4d3+xuo5waX/mqHcS/toA0x4Qc2ZReZFtyc/T7Sj6PCRkSCkWir9icC8uj6GGIwBw22a1/JbEx1tpNYZrLXgvnPh2VITFYJkXuKzjT8BmvuUUsI6JMrXkxwRXmd7aXm4vTZjjEuAdIx0cwt7u1tnJGPM464Eb7jhBnziE5/A3XffjdnZWVx22WX4wAc+gGc961nFPS95yUvw53/+58Fz//yf/3P82q/9WvH9vvvuw5vf/GZ8+tOfxsLCAq666irccMMNmJqKO99fKMHpV2Ff7wCKPHWjUYYCIIVcd51uyDq3w/fJZ/07X5ffahUgW8ZqMppKkfDFmEadMqwoRuvd5QttnmKKpXjrCu9UrFPOWtDJO6amKqHc4BlLiQFZNpONpUwpC6ipKFMplqJQn8NML5KFxAfvqtDi73kxgVqnOqFgdwZ/qu0CsFY2Nqz25B2MZNAkDnj2yVUMTz0dx/whHN8/hd70vaUHKM9b+UhJwQeo5zrTi/WsxZdzZVaevTy7iiSTrxtbXCdqv7Jt5ooMK76ThMDT+Tv9aFwYw9V+Wi5ShGkwXMs4tuRGlmh/uUiQP5g5ARhhv0ajepw2IsKbZRLwbQxGoLVO+Giglfh5KZxoW757j3S4ib297b+badP+/M//HG95y1vwXd/1XRiNRrj22mvxfd/3fbjrrrswP19ukX3jG9+I973vfcX3ublyF9R4PMbLX/5yrKys4NZbb8WxY8dw5ZVXYnp6Gtdff/2jZy71oQIEzE63doRWEmjr8IcaGJxSSb8hUG58zWC54hVyOIhCL5VQLk8eQ8HKc/odWZsowW1ZzE2K0hKUfA/TZYgivs4bU5gfjdwutC3kdaLjAQy6AyBdFyZDRVuHcs4I7WkKP9UpQWOTJJzQdNbRVH7UHj7JwWexkfOA6n2aF/lOa3w+TUOwVqlXZdckZWuRPszvS1OPO2dWgJkdILkPy0JHzsGp0HtRRw4hdzrwLq0Cx3I/6mf1eJS26SQZiC36+b3GWGMDT55VnmEAZOtzL6MmsuKmOqZnJ8sUQB91pSmnp5TUIaDjfZKd7SPFW9l/oAxi5Esv3tMYNu6VMek6SWmg0fVGxWcpSJ0DtC5PqL6mFZym71Pg1B6wbxpF8uxvQXncleAf/dEfBd9vvvlmnHfeefibv/kbXH755cX1ubk5rKysmDT++I//GHfddRf+5E/+BIcOHcKll16Kn/u5n8M73vEO/OzP/iz27dvXjinvs/HCVoxh9VjhiCZFGFwjFOZAQWol5lxFOWprUGeQMC3DShWNUKjUnf/r3wwlHXho+hme7KNxsaapfzOfUUIMztV6bpXr+rtFW563+NeFFUWTAWDBDMl1bltWLnVJsxkFXSs1aYs6nqVOCvHD9H7Z68oVeTButYK13qlp6/frZ3WSavlNDAmuPyvAmhB2QFe+q/HIxh73tzkXVN2DlGfsheZ8SMYS5xz83h4wNRUm0KYitESxWtEhMxLkUwD2JhAzQJd6oKM8VZftQagY87IuaFwPZF9DkutWoLharsp6oFUkGueSTAGKfNbvPUPltG+MGQwyq/DAgQPB9d/+7d/GOeecg+c+97m45pprsL1dbgX+3Oc+h+c973k4dKhMB/Syl70Mw+EQd955p/me3d1dDIfD4C8oPq10vks9epvL6A2fgt5GL0vXwx6UPGpYaHVhEFaYlhIrvjdMkMC6zb8zsKYVbgkEAmACdPL91m+Bp8ACQgsLead4pXojiNxjWPpeCzkWhjoMWVese0RYMsK3rqd4kfw+axMLf2YFxnVlYGIWsKx8ND0pum4c5tT3aeNF5yW16HPdc8XKCdeL60y7ztvmwu8X3rwvlTinQlPv955SYVkeINdFKaZgrPCfbjMZl7zpiueKjmxY9HM+gjk3PQ3ZGa5BtAsZMEEeWGFPl0elXONYDz2zIPIk8ooVmc79Ocmz42f0Zhjmga/re408o2ZJXCaHORrnEiDpoADZZf7OUDmtCbTTNMXb3vY2fPd3fzee+9znFtd/5Ed+BE996lNx5MgR3HHHHXjHO96BL3/5y/jEJz4BAFhdXQ0UIIDi++qqndnkhhtuwHvf+97qDzUutrnQvEUZ1YtK+CJkYVl2xUJzWq47BNnhlYJrWmssrMmC9bSYfHVrisF1UoR1i+2iLANrmWnokBDfz7wE4ZewjTXMEyvSyoRnpZum2drMaBdu/0ypzDS8jvYoNYKDVl6srFiw1wEMWyFI9tg0hJL2YnSbsKKvabOiaGXEhd9ltYnlpdXxp3/nttB1rNuk0+RRqj5q3LDFz+rvml++x6qnVrBeRXR01EXPLcs4rCl1ERv9uXa+G++shDaTGkUqio7lk05LrVAgAmWmP/N/fQ8fl+D7uLDitcKgk34fj6tLVWeonNa3vuUtb8EXv/hF/MVf/EVw/U1velPx+XnPex4OHz6M7/3e78W9996LCy+8UJOJKtdccw3e/va3F9+HwyEuuKDc7cYox8ubh6NAdYM1OKAyGM1dXxuGIqVSDHIavHD5ZoDhEmTRe5gfOm21b2k0xtLJA+WGgtl1oFMqusr6YI0gsoRC4eEqxSkKz6eZp+2mOlWFrUJRAOx1q04Hbl+S8Sz3s3DWKATWPZp2br0XyrcuvMl81CkNS3HV3WvVv67eQlsrNP1u7YHqd/D6peZLb6qRwiFa5od5lmcJL9CnaeHJmGvH8p37i8efvqYVJD8v7ab7XxScKLK6tgWNaTUHJu3c1sshfL3p94BGntezsqGt5n1Cq3jHWMZrSd85VyLMpzkKPJe69Gf8e901S+FZ9/N7+De9E996vy5aAZ7B9cHTpgTf+ta34g//8A9xyy234Pzz6+GCAOCFL3whAOArX/kKLrzwQqysrOCv/uqvgnseeijbBly3jjgzM4OZmZmJfDlEYvgt3ljsArMUUQiqW5YKNAnTH40orFZaeE0I9evd1frdnSgn4US4Fn7e8siIXraTrVceS2CEeiAQkMH6KIEQB/hpFg1LEdWtRdYJV76Hi9rY4iTsyV4S30ftUvmtzjNp2Ilq1kN7r1oo8zvZE7MOqfPzqq6VzUXWvVx0GFrXkzxF7z1cfp/LPfdKe2iFxjQs5ca/aQNFQtu67kJblI/woIGAmzzDfD27sqtafW481kTroHrJI/DocmXAa3fmZhZSGoFSUwqN9x807vSUa/LO1GNpczk8HiG/WztDDSUWHG1gUF6r6E0weXHeYWl7GcXxiP2PwBfryXGJ/B/P8rgrQe89fvzHfxy/93u/h8985jN4+tOfPvGZ2267DQBw+HCWy/BFL3oR3v/+9+Phhx/GeedlUDef+tSn0O12cfHFF7fjR2cy344H1e3nmRwqk2ScRinS5y/cUCxke+8Ly5mtyFicr7rjG6IAYzzbamWritUME4syzc9G5S8O6DgSSqZSHyqlDgThNT8aZdfVWcTgnKACNa2sa4lg1gLVe7i9EW3fJxBb/bziS+9CLZQ7b9+Hulevp8l3Ucoe6G4t2ccsuF+0ouGSZEgQz9lbxYF0C2tuFnfuO4IimG4pAu2RAvWeJfPNIXIOhbICq0Oi5zopBR4cVdCerML2k3uCsKZWctqbterPikmNf3PjmxyREGNubr1Mrj81VSq/vB5yhIkVXLBkkhuEDIZb2cBiLb+k3kZzl2Kt29FvjUC2i8ei1gKXNw7jlp0aY73pkDuFP00aWw/g8tkPlzRSX5Hbp7M87ucE/+W//Jf42Mc+hv/6X/9rcDZwaWkJs7OzuPfee/Gxj30MP/ADP4CDBw/ijjvuwE/8xE/g/PPPL84OjsdjXHrppThy5Ag++MEPYnV1Fa997Wvxhje8IfqIhJwTfEnySswcOCe3HBP0Ns7H0Z1rJz5/xez16C8+UIQwuJl6Gz0c3Xr/ZBoL12Gw2C+er5z1G6e442HBLKt6Zg4pDuNBXHLoxmKdsaIEPXD76jsn0nj+eTdkYUZLUMBSyElAA0CZqUVtcWd+QoVs0JgjhcxCyUC9762dYxwQVgCrXBfL82qiIwj1LMgtRZHzZR/ArgHDZUVMnpZ9UD43Mg48Ym9GMbzOy3a/ijeu/U/c7f9fOIbDOIxjuMh9Hr/e+27cOnthyX9TmFZeYSl2fdZwkjfu83N5VmKDpmdZwTpXhvT5bB9HELy9ea3CCyuvaYpEGMUKh8p8qOur9YVjFWWl5+YkGrLkUhTruELisDxYqSoOqGWXuqMO+fMlkK0xJ2ffXyrCmpBnFI2FB1GcxzbW/0JAXYvGz2F9/ptA6jEeDDFKd/9uHpavCx/cdNNNeN3rXof7778fP/qjP4ovfvGL2NrawgUXXIBXvOIVuO6664KKfuMb38Cb3/xmfOYzn8H8/Dyuuuoq3Hjjja0Py1eU4PYBHN38+YnPX7FwHfoL60WdAiU4eEqcIp27HoOlLD2QtUO0t7WMoxsRvCxeFyLUU1na7EXT6M/n9aHwahH2iVSmlxy6sSpMRCGnPp4GrVXmjASCTEBjGxVyk3dLXulExb5MCXuttbk0nUxn4YYy+4z2enJ6AvA7kYZxgJzLZTv34uL1/XgbfinI8nI+7scv4l/hroO7uHXf0xsVVqPXTkK64h3rts7raWd6MQwEeiZQfpNoWGvsNV6enaElRGGvK7y8MMmYE0VYFF7nR5xBWKHBpbJ/oUb5LClFyAlARinueORdk43kc67PMsfo3aXI5nU0DV2XXAlG0zjwc0hHI6Rb2xiNT+Iz+K+nXQlOXqltWeT4gP573eteBwC44IIL8Od//uc4ceIETp48iXvuuQcf/OAHK5V86lOfik9+8pPY3t7G8ePH8Qu/8AvRCrCpRCekzRUGkMfyeXE3FhIkKY99mOsLLWBSciL1v0XS4N2hcOXGnHisu+UgnMulDY1AQfjyTKVY8VEI9WOjD1UoKwrwNfXheiGH4tKWILaWAhyP4cbpZNDYzSvDOmnFBSDxKc7v9/AqfLyCBv8gnoJX4eM4f62HpBIcR6gwkiQasdzrtVS1nhyFcq93CwPBubsoVHkyICv1IQUYg+Qu498qsUC2ST5/irlNa3/RSOz63Tx+EQEQvPM6uJFemy5pxOMRLld3iQLAaPToAHWLSiQt+TgYtYHo8Sxn9m3fqkKuuU/c5EzmnBwXKBaXpXNioUk4OzyfNSws4FiYFLdVKAmmka0lxMK1bIcTTG9UaIlQH4SQRIG1UeryftpoIXWLVqY7yxWBzCgF3e24iVeA4dLaU/E9SdoBtdJanB+Ni12d0QCrO8uhwhF6+caBZ59cxbv9BxoF43v8DXj2rvJKmRaQodzHoKfDlZEDGS/kpUYL+71RhYeCF484o0c2Z9D6s9TRi/EUw0tK474gUXqm0X21VWMQJq4dmrsUOqcM8P6FCTQYiV0jQESD4S6UypPPACauBQ113+5u5gn6NJ6Gn0fl+MRpLk8MJRjstPPNmczzjOpNW59bg+rKb4petFe60A+fJeuzjWfrycuonGlqgcMWeLXBGlpLLDfNa7EuFKuQCcRWvEhWirEI1aP5UlnoEGIb4FgBhpVD1nkqroxGpBBgcNlgvSir5/DUMyaiwd+Pb8Nw9+mB0QT1vxWSuzYMiK94A2E55IPGTzQvW73wB/IM2ygvUTwB2gvIEGsboYGxDNQyQgOguhuzDQ0JY/LxhNS3iFrRfSIvfQoknXY0ROn5FJiZIX4eA7DvaS5nvxL0aXjmKh9o60urIRbgwnV4/jnXFwvNwTkdY9l0EjQJL3rzOmBAMwYSJ4dJCZ57FDQ8ebKaJ+daYJ8JnpviBQCGsR7yXB/FwfOSISHaDqiVlZ4WRLEI9Z2G+5yL50fAbvlMnvAUzQu9S9cnSXDM2UeEdBHU+MDj5zZ/FII+4En+Rwvq+VCZAhRBiDUQ5kKlLiH9YqdrLJL7XBG+NA3dlkC2PK+LEi30Zcz46nm6toC6QKhI0QLIlgF1Bf4oV2CD2UhA3dm17Bn5KxSix2DmeByNfY9kF87gOcGzXwly4RRByDy6/txaBqq7sF4uDIMUHw1KPdDXu7kiFTDcxevw/PNuwPrCscCT1M/xUYdonC+EipBpxKLTF3yosKj3LbDPElKeIlRd2Z6xWG5+NKqGH3NarUBNra30GYPtAF/18zkNJC2Q7uf75fOFNe3b1Wn2RPh+/jwe4/i+TvVhoxyfye/L29SP0/LcXRvPX+7jtU7+Hk0nUwreCvU+GgMhL0Eqs9hIRGe7uqxQsBQfXRnMrZUX03CHaTSa+3w/PNMnJXEY7I8DYR7sP1H9UeZppxMBZHtzeV6QecgVUdS8nr05g0Ki5wov0LkMA3P2w8009v9mJoPPcCLtJ5YSBMowQVN+u2ATTM3OLcmD2EkIDLcfeFyTMlEA2aQLlGnulV5y6MYAa0wXfSi3ANVlz/a8G4KD8oV3y8KVFNBEhbxwrBCq+gC/1GeiQs535xXK1/CyoxHquWl4s0P+3/u0Hfgs7VQsvqeRSPdzN5d0rDo5xAP8ahpFfTx6++5F1x1vFIxd9zB6M18Nr0+FyjPWui8MBOaJvsejp/cDw42VV7SBQFGI7PXhgfY2KOzWkYhCMbYxCOvkSIsIDYCKAiz4mKQ4ZolGsBZYyq/1xQYw3Dl1PCLwRGU8pxmgbiMY7oPFvYXyU+nR1hcfwhWzP9dA45vwJ3fr2/Q0lbMeVPcl7p9ipnsgy1YOBJ0yKVFrcDSi5gwP31fJAtFAV4pWlJqO9iZrzyXlwltbtRbN4ncrQbNXZ6w6WQo361iEmW1DlPM4DQ8ZMw6bVjS6zfJrtWCkDIbLz2SMVMKIjSC2fN7QKnQIvhaoVcBwrb4npdyKF3rGj8ZBKHt15xLc1n8DsmyR4bZ5D4dLlz+MldnbSzrMB32WHZkAKnSA8lxo4fVTBILrJ8dHaunMvd8EfmU6sqvzUdGgsS9nXZvo6OQTXHiONAHZWvmF+bvrZAkgljefYpzxs2lUziTnysA86I77cfnsb2J9MW8TvezDvEkbpAaQbUyyalJmE2nIvQ3enEt9tplnPA90tjCYeSRQ5P7UKaTb2xilp87IEYknjhKcnsotfWWltMlY3qAIgQYFlRfrN+/LEK2l/Pg5q0x8poHHoozHZR5IVUzaKitGbWopVgBNw0x7GiArXxTymDK9OPWMUjSV60D1IPdsDrCqFExROCEAh48F8LXIINIPvTd6pzYMRFAXAKtjBYTLvHO7GLRXT16Kuwc/hJPpcnHL/mQNF3V/Fytzd1TbhetB12qR3LWhYbWxsJamzcjnnGkop2UZUI1I7ksPhYDSzsFCdACaEeE1krt+tjJHVaaW4XyYIH9ixAiAO7WHpVPnlenK5tcBmT9Nz6vzfpnimJuswOoSWDO/sc9NuodDn1oBtsUIzNvDj0ZINzefVIKPtZhKMCnzdjYmhm2jGGtKY25A4x7TU1OeqJW9Rt9bZ9nWKUu5hy1qtqwrnp5+JiNoewkhg7Xen6UsJhbL82vyxIz3mr8pAW0qcp3dht9tKK6J9Jh/seY5c0yNkvdIsLZ7IXbTLmY6QxzYd28ZNjPqxh4d0y5T05VKOU3T2vNaxTiSxOn55yDFXY58DqW0gnEGY+yN08zTEKUzF0Yh2Hi0xqbwFiC5UzTD3A2qixHlqXvGihY1RoQspaevGQfWo5QYF3mejX0ji0vjs1L4/qYQsNxbuWYYT4IpqOfC3gh+PD6jnuC3BrviDBfvFWo7d6I14KxiJZhtuLeS1T0vVui07nOgtDrlc5MmJguFpnsrk1UEJb2bn7Poy3O6bpV71Xss2iZkVN1vWulayk2F7UylIwqC8lgGQlnTBcJjGZpfywPTv+vCCoGREjiJtK6Tc3DwOLj/K4GyLZ4FjR+hPTVV8k68pfAYLA6AZCP/3cG5xG6znF/u06L/EpfR8f2cnxywOb/X6qsKxFK+xl4gubskbB8eWwYyu/DjHdCfX4dz/bJbqMktRZo1RjjPtbem77OeY75q5xq/h+WPsaZXWauT0KdWklquSftV6CkPTXtvWhaywqxTjlr5aS9wnGYGkSg/AaXmcSVtMjqzftkTQgmWQqtqAbnxGEvb54ZhBvlRW1+xijBx+TpSEg50lJOtzlI0N4oYikX4EWu9ydMr6krXLcVZV/T7LfqVMBJlAwnCWJomCXdX91u1Itk/uVc/16Bois9KQQbP1dFgOpYnWvNskCS6qT7iLcl1Tt7d5PGyktHKSZ6R3aGqHgE+pM5bWlMncyxow63mt4qhJHRr6qRDnoEhmDQbXlrB1S5HcF06DV4c3VcYuSITrI0tghohRrGR1ixQTiwzrOwtBQNGqNOKZsl7hC7T00pKK1WgqignlWCMql3AOZBAAZmkx7V4rUA1ynKayxNDCXrqeCqNmdUXHswsJi41CtDM8E4KsNYiVNak9Zu+XnlWrc9ZXp9+P3uJ4kHUhWOjCglJSxHxOo7pGen7dYaSBk/SWt8x+bDebdXPeKZQtHWeaASf7ME1KVg2Hsz3WDw3KUjpd8MIydghvqznlYIvwp9a8fO7jNy0+r0WrYAnYxzXfbbGee2SwTgNkF0CD87qF2MfQBPMUSWkqe/h7/p+y2vj75ov/qwNfFaidaHMysF6UkYyprSnZ+38LD4b3iA/a5XUZ2cUEgcgU8RneoXuiaEEjdIIrLuTQxjx1mG9jggAaQ1EyWY9sG4QwiGrM1OkyxBQ3cFc6ZGagyLJjyk4EhzjNFPGRANAMWnNdUPDSud7y9uqgodpFAKGzxE6FRIyrhfeDwnCiphnL4d45qLX3GS9qs4b0fWH8CM0pHQ65XGY8IUhn3XKk5WaVjjam6xRqE14kmxRW5GAunXaiqftjTVdw7CxlB+3s6XA+HNAy9hxaipMVMcjl0n3yTXvDaNzkoOjN5XV3W95d03Ki71HHfq0lJ++1nAUISj8W92Sj+bXUmgWPVZu1q5Qrfy8RwKP5+6t4kC6jTU3iy/iHKT79gXvd85ZmW9PW3liKEEVDp2UY9AhxS07r8PzF2/I7mGLbjwGkG1eiEGolxRsReHwSF7MnXUNipQFuwgQc0ccYX053o3WcRXBU24oSHHx7sMYnno6juEwju9LsLTvXpSyPLS0A6FD6zNAghMnL8SuX8JMMsSBfV8BoDYz8Boc1c30HiT0y8K7ToEqgV0R7jWea2Vt0jlAbeYQvs3NLiXDpkdcUTRa4Wh6htIvvHaJABB/YmRw+LniWXIx3mEpUjMiQG1f287Fa5SSI8XN9xT3Nil9KKWm3lMYLLTbuc3SQ1GMpY/K/XXLI3WGsw53Whv0LHo+rUalBHdRsrPUlUlHG1h5aTr83SXZ0tHJc8qI1+xaeUA+Yifod5/6Gt648b8K+K//G8fwdvw5fn3x/8ZnZ55eysYnPcHTXHyKpZ2DkcC6B9CfWwsHJg2qWGDdSg7RXCGJ8moDqlu8g4RVK5T7pGope++B8RiX7X0d5w8O4N3///a+PTiK4173m1lJKwmh3eUlCQwEjAPlBxA/INgm/1hlIKnETiW5xMVJYR+HVBx86+TiEIfLNeTGJ9dOUuXrKpcfqSSYSp0q4/jc2KlKHKocHia2ZRITsMMjHGOIeVgPQFppJa20j/ndP3Z6prunZ3YGhBBsf1VTWs30/KanZ6a//nX/uj962pXoGQAajbOYnXgVzXUfuPcgVUR8Rdg5tBD/6PuqFL7fg3mN/+nMX+M9QL6SlLu3Sh9vqhTlZ0pzFuW0Pp6iCQON/Unh4wX3DLibEm2yfewwAYmBlFdgVXouhml6PFxmnxEj343tIV87rROsA96ETSbSWDAjQM8zVpEuIz+JiFQepIe0ieseltKqyFBJjIzwCgUnGlboypTKzfO+KqboOGls8vM9PyCC09nHPBJ5mIOpqKu6OVU9RfAhHz6wRRX4wvLJbJAhRMz21p4vfet8zIFfwAqChGxtQV1mSygM0dtL9bdgT/ZB/6GjoKhQItw+8CGuzyZxGw555b8y/wbgRIkILwMqggSFj9YwEXpF82I9YPaI++yXLrxC/QRHl9ATURZBoZ4fiBcG2UPaWDD+SXF+E8QK6o78x7g+XY+v4T88ZJqhiTiQXoOF+CWa6973dD/xnlDn0EIcSH8TkKwMWwkcSH8TC41fobn2gHsuvN4fsx/k3fITpz0VLpcf5Ty4jNeGTCSyt51S5UVhh/f+PN19xFWurFKrEgVf+XdV6WlyXqJnQYL60hy2QDLiCZC3IU1J8DwbzjuTCYQ1VmQ78vvG54OIBAJ0GiB82ZjeeXmsSxOAU/HLXZTO0EJRLBc5H3z+Zc8ycJiDKaDzJCgHwsGnh0cmnwDyAwLU3JkNVYSoRICukK0Lz7AP4BKZFC2ayjTh5exjwTbYijFOebhDIyYI04ealXULk//6Vf+/wKyxYHGNkNFCRZCgAyLAAC5oRXO5lRdplfgeb6CLPX4XmUilVmhoGwMppBt6lB5lDIQ1vW/jNhwKJNN/9H0FTbUf2PUV131me5JkVuF4770oEaDaxvH0l9DU9D4MQz0WxPInqty74L1bRj5+nmDJQ/6foWzI46E8yubF+D/iijHMi7N/Ox4l+UxO71N3ffuNjwI+K89kRMVy2UvmA1ECiX3cVvSMb3efidT9K3tQysZKxque7ufts/sKNSwgB5xwwxOAD/FkOBuK7kbH+7PJP5lp9icOvmdFFWTC8hEm5iDRoSDBIth85kgExsqGIy/DIuzJhhj2GWeL4SqCYIxiEXuyD5a3Uf/vXvk5+52/PteFTfRMoI3N9CT+2/DDOFg9BaONEHGvVwks1gK2oq2KruqqAKIvQCzPPTKNUgBLGIyQZItfgMQNw5/gH3RzWYmeIWsCuoevVeclFkNv7lr00eRAG300BT3DYrcHa4W745IhxEQ5XThV11dkbTnbjlzRhxbm5WV5pMqd/Q0Ujh3ciFRfs9IrIY5cwXV/BwnH+nX3MW+QEbufiG2qr9l9LmUIMExe5HOj2kn12eoZcuAVN/YXeE+DG5HqVShwyI3bfDGQOAD7vZGFbC13eolRCO6dAWwxXEX3KSPAcgTmscEjspBtynvQ9gYTQxPD2eA1Dflnaxjoy18bTv6rcK3y+KVG5ZAg4I5FmBcurMs+mgtaaZ6HRYiy6v0FHfNJJ3hNACZYg470TjkMU8LbFWbbmpwLN79nSk7qVrPEbrsLFTXlPYuoNhw7dmCFYyekOGrjQEpJPA6KVigRWxTdYBNPN3FYlftBb+Uo5KtMF7rKhjz+y7pAw9pRBtdcQH7kd5chVF4YafANW8kzDF3pM+Jg9QJbjcruzg1lYyAlerVcXi5KzZ0h9LCPnc4qwhMoYzUEnyvbAFyHw0Y7osl/jTYqiwQ5BArr1tmKCax1p1iNgaxiuFXi7fSqVWqiEClfKfIIq+HnTJeQvC4A6I6NQwvalefLiBu9zm/ZVlgbfDrDMLzLc4XVurNclXsPomrL2XaYZ+HYDOut2+l4T44vm8RQhEqNs8HGy9jvxv5oIrZO5ChXKYVWLM9OUBKOc08h7fCNFR6srBJhVdj5BosllW/Yexqc4J2ewNTYgQjvTYN7vmfqVAQldp6UhToiQtwC0+0DxPG8sMM+sUE4ArryuqChbdjpiNyl8mx0VYcz0WlwUfyjiMokQful6Wk4g/kTH8fK+g1YWftjrKzfUBLWZf3sXOvOg6qqYOmhuseFiEzlWIQZUqfLVIeEG4YBy0BoMvbzUg5WN2Oe8Tdcg1OBZFprdiNVc0y4Pu/FNVYfL2tjOk6isfq4x4Nz7AHhvVvbk/ZEeHLHysLWlvPzMKLmheXHYy8fUXwWED1AZitsJc03JORuyLDEXnCJnf/r2LmAhoYqAjUSaQDC+J1jM0JeGAzD/i5j3Hce+nkPeKNEHTIcARX1KATGi9gCzu9Igrr8+Zyd0ENHKk1DO14gWf0RGo2usvJfqdoTox4UA1QKCfoVrGGWhHUbepFuPIN0Qy8Xfm95WySyNwdbWHfSj0s6frU/dhXqx3ciDMpq+LHBc35Cq+USiGPDz6uVhHmdW+c8S8sw8YvE7Xga/1Y6piBTgoF5Df8JwxAraD7M/0htM35kPOprAwD+t7EBR2rdsS9mi/8dWqF+XI9QDgBcjbqwHnJdt3LMiuUpvF5ej6eRIUZCRqhc4XpwnsZCWJV7TvVcvrfQeaka9HQzCwQfNi9Sg8RDphc4vk5FK7oNc9Dz/fAILWRb1y3khW/khhbUZTYUnk+kuAVnpzivL5yg7pbSXD+ZAG2E0zTc4tab8lg4AMMgzG74LQiGb90ye9z/c+qW0UZlkKAKRGL/N1DeDVdNZLUIVGUi3dBjE2mPO5dIJk2+24Xb74jqSoK4Annxk2kV+ehJBNhQtJxlD+ydujk4nBzEr4x/wTSI4c7jjXNYmPwFmuypDW4Rit6pZcZwOtGNV/BVj41rcBqv4Ks4nTiPItRTItjv0N6tohwcm2G87PqtTteNKj+GYZQUsSPmRUUcUYhdDkjh7YSuHH260A3DCE3sfAOBLxeGKF6CyvN37EQcFhDAxujDkheb9yt3P9rfVWQVdUVXJgHh1dwBeObokRVNUJevt6RvItSwD3seRXmFF9Zj1u4vhlv7uDtlRMikmI+m+H4sHP9zxM20sD9u9GBhwwtoqtnv3AdZJAbXXGJUhJRSdXU9zHF1breHoQgHZpBFd+VJqCyNaokjuVL2WwFCdSxK2jDn+MAzrijZKK0Y04m+/Gy0UzO64iaSNceFVlpgAAiAOwY/wprMO87KEC1ox1xjP36ZWIK3a6/1XSVDkOYxgvXlZF04Nu1ELo9AnTtpKoHq/vgpG2HsCPmRbIcRfOWnfbDrMzB7oQRok12+envsfsKIzwJwVuuRyyRsXlQ9ETIi5UcFi5wpBYE2+Dl+8vfL7fcXst0qTkvwg2kg1dusFtSt26qeHsHny4ZynqBKUFeGtKSactK+n+fls/qLRwyXLR5A5CE9OULUCUokAz25ORhGEnGjF6nqD2HYZEu5PBCLwRoYBKwiCpTXeoIXg7IkCHiJMOrq7PxflbKznE4+JiMioSnzwc9FdII7IpKotN+xVSyq1asVMMnCjbn20hqBsXE4VNMCSyrfoGAJ53/28XK6cPyEcGZHJi7hWMFCYniiY4Pp3KkqdRmCTWdtVrsiqVcLm8p2+Pspp1bu18CQbZYToJWvC8CzsHVo5XQonotE7r52+CX7AOW3Eqah4UuAPEFfCHnxq8dInqFHyHZcj3dNS786guWNJx9+1ZkI8CUwebkzleqDzwT4QOmjsGK4jPx8CE8JVVQuN7+RilaJBMnSoroXC4EEq2phNowTK3AhmCKgV1hYgNadyKpcc0/+IMp5dmE8Oa4rM/SjuhCv0kbZ65TLs4JAAS9RKa/p43GEyZ9hGKDBLIz6Ot/rqbyzoH2++Qy4r3L7AbjCsRIplysnGSaVpnDw6iU8uYeBLD4rE7syL4qKTGisMMJQ9XSwuZ0yMbLGm6VYqqzKdNOx6/pMcXBsDKRc0qg9B1I13lT5kfIZ+E37pQHEemEkEaThp4JMaGHJzu9YOa+PIe8uiRfY4+VE5RZL3dGMBEfRE6ysFWP8ENQlysOMuS8hS6OSL1F1sQh2FAToRy7c5OARgY/nyFCuW1AJvhLjKhNDqpDL2uK8WABi96YPuTK7RATU1YYpAYFo5MCRoHtWnSefy//vdy5MA70NaRD12Ocp1jFVPBs5P5YBexWgtH0NtxUe1BPAH7MMV3y2lAdTWPLK7/qexopZsgP0sNTiyfJ7xl/DNJxlx0qBarYdiwDTVI6jKytS2xaZBtLj0wDS9jGJABVjgh5PUGWb/z/g+iUo9Pmci1le/T6/xrZ8TAp+cY6z/z1CttJ+vvHuV++pjjlpAgiQ7ymqrlLHRAAAYmL5KbtzDYyWlERlBsZwD9KwCMnBiUhmpiM5OAEGSQPNZRaW9YAs8QNTBcjIkZ48KfHH5L+q8/w+NBXkD5hVPnL++L/2b6dCNcXQfyfMnN1+0XLOJXmgnaWRCFD1PxGJ8wdNL8HIZMQTVJA358m/5e0K5ReuVqVx7FiiNJScH/6vnE/5t5BGnjsJMXhHFeTkXMfi/g9oPMi2nb+qLnVwzzOg4RRIJHbDSBncFYt598kemWpIgd2fXzAab4vfL9tTnRcQcOLbBVosut+UX49JOfV2/hkFeX7y/ED2l/2OBZwn/M/dr0OWIesVw3DzqxLmBUpjfex4LFZakEKqz9wGW8TrjwAqxxO0yG4VuS9Y4Mro5Qa/uZfWV6aEXZf/69e9Uu7jDeqikc9Rwe+jlD1ZntB8usECNdhU92P/b8RMUU+Ru4YT2BJTX18ZpajIbxDhyMErzj6OcJz9srq16fUK+f2eSEyLBOVzzzVlIpaOB91D6V32PkvZA1cRWtnuZT+vMejd8OtZkN9X0xCev+c5Su+I6nyPBxGklcd5mIKdoPT8vfCVuuy1AepeIH5/lAYqjyhdliw/Kj0/lT2lHcPbzWmPgcsT3z3p5DqCbwwwxZ2qKnGctKoKVCi4DehYDAZZoHyhZG+UJ8tXBAmS8JECMIzSAreBK6M/Xoq+8htAth+wr0wJW7BXriDkMQc2JgG44xhsbEZVCTDwZGMfE8ZT/MZl5HP5Cs9vPImlkSVgIHUj+eXPrrycStkiEMRyYMTq8ezYXDAV8fIVvF1xlvMyhX2sYvbpzlR16frBQ8CKbmyPfe63LymqCE9xn/J1/RDUxStX2nKXpScCl3V/8Q01wNuIU5CjUp2df0dke6r3mFdtYIQnSxSVI0nZpiqt3OgMod+nRJhxQn64hSc3Pzt+QX1+eQvq5pQJzpT2OR4juekZ8oVSFygD6xZlZKjqkZDGaY1YDFZ2qPx9jDAqggQBuJ4gAKNohVgZ/V9Lq6sb8BAfT4BlV5tvaPcQngxfuRRZtkXlzdn/+8q28Cvwq7xQ7n8y4Q1M4AMlmJCnX5CBDD+vgk+vIk4+bZlxMWe/HNjgA+FcPy9JJnnF9WVPxo8sVV6cwQXByPnyRKqaCo9Jvh9+v+yBSkQv513l6XnKnrfBX59faUX27iRPTmmTh193o+pZqnpCgNJ3qXo/+WhUFdn55UlOJ9uUPbYgyMQlL0/mc35pWoLdODb70VvXU6qTVGTph0KhpLMoe5cy6SkzIJGdk2dunx3U4vtMGOTjQd7rKKJiSJDIlaVxF8n1Scvkh7ITkK4/r2x5GWSUlylhWoDyBbiWamgiBbxdRDZSvSGkX1QaaOx+7AoilJQNr2gNm3wU368QoVdlq1CzdBKhezwfAITS8/ISsndMjZ3LAjTYfibaWs5DDhrTUnlvgNdLUnbzwUs6nnMlKD1aRrIm1IQrdxfynpbPdZhXp0onkKJEsCqyErpfeZTrPpXsCPci75fT+Hlx8nibaSAwSEXV7Qrp/Y0Nojd+VowwLUeAZNkExpTYuXl1QQTIawH2TwsWw+XJQ0VobF+MD4whgE2+570/2eOTf6u+EVZ3sDzzPQMWueQolxcra2bDtqlq9I4GKoYEBURZnBbn7ReB22+YSDgqBWoIOn728l5iHiic3tfg/Zhfb+t9qcbZgPBkHNBSK6uZR9wSblw3lGpcRzlXS9aXU3k0QLBnKxMy1ON8zu9YLFjYNNHhreS5PMj3KIi1KqYTePKj6Molw0R6aDamFAgt9Akaa07gcPUUWLGYQOJCmUreMhGFm8Mm2+HLhq/spYYGfBo2fsRDRN6GRl23O7WBP8fP6zHteXn81Ab+nvzIUEVggDcvfpUrX6FbAUMc/YpYgQAvxp/AfuU2SB2C8Q65lIRsg7QEpZVaVB6dTHL8Ph5E3q5kPo2qccN3c3L7aXgYRk21mw6w07hSU1QswuAaFM53y4KKRhlXPwk6lbTlvuhRVkYn7iPhEWnRXwUJgpdLUUPwSGUitV8+dwX+MjYGJyDNZJ34Fj4j43Lq9Nn7MX/8E76VCQtoCBQT5b1SeTyQ8yhCEzLLo4+XEWgnuxErDa67miMbzxijH7FzKveCB6rqEgTQObQAx3u/bGsulnDN4Cn8yHgUpxPdeLtmtm/XIU9KZbu+VaRuSUEnKNMNP+5MKYChXBCUReqVUXiPRWhUKLolTaO8CruqC9HyBrykMk3lg93458K+a5sAIgnZWkUl+QTbeMwlMDblCnDJyjBh5PLhhmvqHgc5EaC+TSD3GH89VeOP/+tD7kZDAyibdYNYLMvz/VG+wF1bbcfy62IOMf4+0qiMKRJ84ZKF3pqQq6vHz0l2uA/H7A93bZZO9TIU68LZYISrshHJq4VyLC6KlI0TiCOnKUbQumM7eS/HLHVfRhYklfPDiCxqXjg7gndrE2CgcGy6SSgHATapdQ4twIH0GvTRROHwGUzDg/QfuD5djztyx702JC+urHBsX7O325CN6XF2k+nJeDkbYGdgmtjlzML+2caItL/F3052I1L9Ld5nJDU6Ur0B95TdiFSmxR3T84vMJMsmn8eC7TDwdmyPJpKQLVlcl6E7B6+kxF7Oxr+6NohEb80qIpGfHF7ItmjbkL8H5lXlC0C+AMrlUfj0NCCVAA0MwhochNU/4G4D2dLfTKa09Q+g2Nfv2QqfdKDY01s6P5uFNTwMyuXcrZAXt2JRuTnjmGyzipeFAIExToLPPvssPvWpT6G2thaLFy/GX/7ylwu2RbkcKF8obWThczW/AAD/xWlrt4hagHxkFBF64xGIlJ+oym9RlAVUg8hkhfdqWToVeUSVsuHP5yrF0IKkgxOEvDhBIIYZ3sZAKjCrF6UvB0QjU5VKOFfpWxbwj76vAiBfG/8DT+ObvW0wWQXB27DLOFQDgYnhyg0D7n+jYOHPuTWhRXWJyNuFGTU/3H0I9xSWeJh34RdAUmaM3rHDCALwfI+JbMjG4GBSOlAiLyCCGO5ACjScA+XyoOwQaDBbIqf+AdBQjfJcj63BahR7+1Ds7kExnXb/ptOl/b19KGYyKGYysPr7YbT9HcVjJ7zElee2QsHZYBW9G09YI7ldRoxZEnz55Zexbt06bN68GX/729+wYMECLFu2DF1dXdGNEYGKRbv1MoRi/wDOFY/ia8b/Uq6M/jVzE85b/yW2lLiNBkqtoKVVLwAIQaTsQRctt+UWhUhrbY+UJ1P7o4ukGcY+eL6ivRAiFSbVchV2WE23Yr1QGQqTsEPrwo3zehd8BRslLwwyGZpG+EpNInY+Tz25ORiyJgTaOIUZOEqfwY2FDs80FIbQeRmaKFzfHeexotlhDQ1V1xUQnjSyigZL1LwMTRLPdSpjZidCXpwxKEv8NsOKOQ/HYWX63a3P3nozoGxIAhuqhtXfX9qyWdGrKqbD2UBvREKy1Puj4DIT1qXAmB0TfOqpp7BmzRo88MADAIAXXngBf/jDH7Blyxb84Ac/iG7QeXguWXQbx3ADPYI70AID40HIII12dIOAgtoMAKev/zz+C1/DRryFtcIYRAvO4E48h3O5j4CcjxG7RXun8RxeoX+3dbXcD5iR2p3m8+jJSF2vUuW4tOoF/KbwI18bS2t+iXQ+J0ZqAYBZupPe+FlMHTiNdkwVzufttOBMiYzJtuGEXROcMr2YLmLLjE7IqiALxyOLYMenki8RSITu5qLdWLHEPA1bjaFMtKMFE4rnvGMzrAcgCrHTOZdM+fGzqHaKtliqKvqwGLJsCvVA4Zwn6IGKRWC4yeckETRUDavY5/usKD9Zud+TbiCGYrZHecwKKTZsFXtA1rDaPqXD5QN9voSSxieYivLfYxoh1CzEzEVLXyEYkySYy+Wwb98+bNiwwdlnmiZaW1vR1tamPGd4eBjDw+6L2dvbCwAoIO+yFiD+tnEW/xR3RJi20oUjmIv/jkVogoFGEPrQi050gULZ6cJh3IvvoQ1r0IFpzv4mnMYS/BJddALIB9voxKFAG5358jYW4ym8ik32f0KIIgjAYjyNnp5zMOTAGI6Ezlrn0Ywj6EAL1C1yC834BGdzx0AFQxnQds7qCWXjXPEj0IDhrZhNE7Cs0HbOGx+DhrwZYVGeeasLQJ/ifBF56ywK+UE3KMDOBwDErFOhbDTiFD7JViOfc1W6ee7J5atC2ckNf4KcpajobQLJFcLaOYPh3FnvAbvxMkxGKDvDsh2uMh5Ge7i8FDuQL/o3snLoDGcHZ1Gw1C3Tc/g43LuHk97pII6NkxdtAwjzPf5f9CCnrM+uFhTsSivMYhUXBRqDOHPmDAGgd955R9i/fv16WrRokfKczZs3E0qvhN70pje96e0q2U6dOnVJ+WZMeoIXgg0bNmDdunXO/+l0GjNnzsTJkyeRSCQuY86ubvT19WH69Ok4derUJZU7qXToch496LIeHZQrZyJCJpPB1KlTFWePHMYkCU6aNAmxWAydnZ3C/s7OTjQ3NyvPicfjiMfjnv2JREK/yKOAxsZGXc6jAF3Oowdd1qODoHIeDQdmTEaH1tTU4JZbbsGOHTucfZZlYceOHViyZMllzJmGhoaGxtWEMekJAsC6deuwevVq3HrrrVi0aBGefvppDAwMONGiGhoaGhoaF4sxS4IrV67E2bNnsWnTJnR0dGDhwoXYvn07mprChVTH43Fs3rxZ2UWqMXLQ5Tw60OU8etBlPToYK+VsEOnJIxoaGhoalYkxOSaooaGhoaExGtAkqKGhoaFRsdAkqKGhoaFRsdAkqKGhoaFRsdAkqKGhoaFRsbgqSXAkdQgrET/84Q9hGIawzZs3zzk+NDSEtWvXYuLEiWhoaMBXvvIVz+o+J0+exBe+8AXU19djypQpWL9+PQqFAGmOCsCePXvwxS9+EVOnToVhGHjttdeE40SETZs2oaWlBXV1dWhtbcWHH34opOnu7saqVavQ2NiIZDKJBx98EP394sLSH3zwAZYuXYra2lpMnz4dP/3pTy/1rY05lCvr+++/3/OOL1++XEijyzoYTzzxBG677TaMHz8eU6ZMwb333oujR48KaUaqrti9ezduvvlmxONxzJkzB1u3bh25G7mkK5NeBmzbto1qampoy5YtdOjQIVqzZg0lk0nq7Oy83Fm7YrB582a64YYbqL293dnOnj3rHP/2t79N06dPpx07dtB7771Hn/3sZ+n22293jhcKBbrxxhuptbWV9u/fT6+//jpNmjSJNmzYcDluZ8zg9ddfp40bN9Jvf/tbAkCvvvqqcPzJJ5+kRCJBr732Gr3//vv0pS99iWbNmkXZbNZJs3z5clqwYAG9++679Oc//5nmzJlD9913n3O8t7eXmpqaaNWqVXTw4EF66aWXqK6ujn7+85+P1m2OCZQr69WrV9Py5cuFd7y7u1tIo8s6GMuWLaMXX3yRDh48SAcOHKDPf/7zNGPGDOrv73fSjERdcfz4caqvr6d169bR4cOH6ZlnnqFYLEbbt28fkfu46khw0aJFtHbtWuf/YrFIU6dOpSeeeOIy5urKwubNm2nBggXKY+l0mqqrq+mVV15x9h05coQAUFtbGxGVKiDTNKmjo8NJ8/zzz1NjYyMNDw9f0rxfKZArZsuyqLm5mX72s585+9LpNMXjcXrppZeIiOjw4cMEgP761786af74xz+SYRh05swZIiJ67rnnKJVKCeX86KOP0ty5cy/xHY1d+JHgPffc43uOLuvo6OrqIgD05ptvEtHI1RXf//736YYbbhCutXLlSlq2bNmI5Puq6g5lOoStra3OvnI6hBpqfPjhh5g6dSpmz56NVatW4eTJkwCAffv2IZ/PC2U8b948zJgxwynjtrY23HTTTcLqPsuWLUNfXx8OHTo0ujdyheDEiRPo6OgQyjWRSGDx4sVCuSaTSdx6661OmtbWVpimib179zppPve5z6GmxlU4X7ZsGY4ePYqenp5RupsrA7t378aUKVMwd+5cPPTQQzh/3tVx1GUdHUzDdcKECQBGrq5oa2sTbLA0I1WnX1UkeO7cORSLRc/Sak1NTejo6LhMubrysHjxYmzduhXbt2/H888/jxMnTmDp0qXIZDLo6OhATU0NksmkcA5fxh0dHcpnwI5peMHKJejd7ejowJQpU4TjVVVVmDBhgi77iFi+fDl+/etfY8eOHfjJT36CN998EytWrECxWASgyzoqLMvCd7/7Xdxxxx248cYbAWDE6gq/NH19fchmsxed9zG7dqjG5cOKFSuc3/Pnz8fixYsxc+ZM/OY3v0FdXd1lzJmGxsjg61//uvP7pptuwvz583Httddi9+7duOuuuy5jzq5MrF27FgcPHsRbb711ubMSGVeVJ3ghOoQa5ZFMJvHpT38ax44dQ3NzM3K5HNLptJCGL+Pm5mblM2DHNLxg5RL07jY3N6Orq0s4XigU0N3drcv+IjF79mxMmjQJx44dA6DLOgoefvhh/P73v8euXbtwzTXXOPtHqq7wS9PY2DgijfKrigS1DuGlQX9/Pz766CO0tLTglltuQXV1tVDGR48excmTJ50yXrJkCf7+978Llcgbb7yBxsZGXH/99aOe/ysBs2bNQnNzs1CufX192Lt3r1Cu6XQa+/btc9Ls3LkTlmVh8eLFTpo9e/Ygn887ad544w3MnTsXqVRqlO7mysPp06dx/vx5tLS0ANBlHQZEhIcffhivvvoqdu7ciVmzZgnHR6quWLJkiWCDpRmxOn1EwmvGELZt20bxeJy2bt1Khw8fpm9961uUTCaF6CONYDzyyCO0e/duOnHiBL399tvU2tpKkyZNoq6uLiIqhT3PmDGDdu7cSe+99x4tWbKElixZ4pzPwp7vvvtuOnDgAG3fvp0mT55c8VMkMpkM7d+/n/bv308A6KmnnqL9+/fTxx9/TESlKRLJZJJ+97vf0QcffED33HOPcorEZz7zGdq7dy+99dZbdN111wlh++l0mpqamugb3/gGHTx4kLZt20b19fUVE7bPEFTWmUyGvve971FbWxudOHGC/vSnP9HNN99M1113HQ0NDTk2dFkH46GHHqJEIkG7d+8WppoMDg46aUairmBTJNavX09HjhyhZ599Vk+RKIdnnnmGZsyYQTU1NbRo0SJ69913L3eWriisXLmSWlpaqKamhqZNm0YrV66kY8eOOcez2Sx95zvfoVQqRfX19fTlL3+Z2tvbBRv//Oc/acWKFVRXV0eTJk2iRx55hPL5/GjfypjCrl27CIBnW716NRGVpkk89thj1NTURPF4nO666y46evSoYOP8+fN03333UUNDAzU2NtIDDzxAmUxGSPP+++/TnXfeSfF4nKZNm0ZPPvnkaN3imEFQWQ8ODtLdd99NkydPpurqapo5cyatWbPG01DWZR0MVfkCoBdffNFJM1J1xa5du2jhwoVUU1NDs2fPFq5xsdB6ghoaGhoaFYurakxQQ0NDQ0MjCjQJamhoaGhULDQJamhoaGhULDQJamhoaGhULDQJamhoaGhULDQJamhoaGhULDQJamhoaGhULDQJamhoaGhULDQJamhoaGhULDQJamhoaGhULDQJamhoaGhULP4/oSIpY+XFzNgAAAAASUVORK5CYII=", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "ref_peaks = [bl.local_maxi(p) for p in peaks]\n", "fig, ax = subplots()\n", "ax.imshow(img, interpolation=\"nearest\", origin=\"lower\")\n", "peaks_ref = numpy.array(ref_peaks)\n", "ax.plot(peaks_raw[:,1], peaks_raw[:, 0], \"or\")\n", "ax.plot(peaks_ref[:,1],peaks_ref[:, 0], \"ob\")\n", "ax.set_xlim(0,2048)\n", "ax.set_ylim(0,2048)\n", "ax.set_title(\"Extracted peak position (red: raw, blue: refined)\")\n", "print(\"Refined peak coordinate:\")\n", "print(ref_peaks[:10])" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "At this stage, a visual inspection of the grid confirms all peaks have been properly segmented. If this is not the case, one can adapt:\n", "\n", "* the size of the kernel\n", "* the threshold coming out of the histogramming\n", "\n", "## Pair-wise distribution function\n", "\n", "We will now select the (4-) first neighbours for every single peak.\n", "For this we calculate the distance_matrix from any point to any other: " ] }, { "cell_type": "code", "execution_count": 19, "metadata": {}, "outputs": [], "source": [ "# Nota, pyFAI uses **C-coordinates** so they come out as (y,x) and not the usual (x,y). \n", "# This notation helps us to remind the order\n", "yx = numpy.array(ref_peaks)" ] }, { "cell_type": "code", "execution_count": 20, "metadata": {}, "outputs": [], "source": [ "# pairwise distance calculation using scipy.spatial.distance_matrix\n", "from scipy.spatial import distance_matrix\n", "dist = distance_matrix(peaks_ref, peaks_ref)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Let's have a look at the pairwise distribution function for the first neighbors" ] }, { "cell_type": "code", "execution_count": 21, "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig, ax = subplots()\n", "ax.hist(dist.ravel(), 200, range=(0,200))\n", "ax.set_title(\"Pair-wise distribution function\")\n", "pass" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "This histogram provides us:\n", "\n", "* At 0, the 438 peaks with 0-distance to themselves.\n", "* between 85 and 105 the first neighbours\n", "* between 125 and 150 the second neighbours.\n", "* ... and so on.\n", "\n", "We now focus on the first neighbours which are all located between 70 and 110 pixels apart." ] }, { "cell_type": "code", "execution_count": 22, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "There are 359 control point with exactly 4 first neigbours\n" ] } ], "source": [ "#We define here a data-type for each peak (called center) with 4 neighbours (called north, east, south and west). \n", "point_type = numpy.dtype([('center_y', float), ('center_x', float),\n", " ('east_y', float), ('east_x', float),\n", " ('west_y', float), ('west_x', float),\n", " ('north_y', float), ('north_x', float),\n", " ('south_y', float), ('south_x', float)])\n", "\n", "neig = numpy.logical_and(dist>70.0, dist<110.0)\n", "valid = (neig.sum(axis=-1)==4).sum()\n", "print(\"There are %i control point with exactly 4 first neigbours\"%valid)\n", "# This initializes an empty structure to be populated\n", "point = numpy.zeros(valid, point_type)" ] }, { "cell_type": "code", "execution_count": 23, "metadata": {}, "outputs": [], "source": [ "#Populate the structure: we use a loop as it loops only over 400 points \n", "h=-1\n", "for i, center in enumerate(peaks_ref):\n", " if neig[i].sum()!=4: continue\n", " h+=1\n", " point[h][\"center_y\"],point[h][\"center_x\"] = center\n", " for j in ((0,1),(0,-1),(1,0),(-1,0)):\n", " tmp = []\n", " for k in numpy.where(neig[i]):\n", " curr = yx[k]\n", " tmp.append(numpy.dot(curr-center,j))\n", " l = numpy.argmax(tmp)\n", " y, x = peaks_ref[numpy.where(neig[i])][l]\n", " if j==(0,1):point[h][\"east_y\"], point[h][\"east_x\"] = y, x\n", " elif j==(0,-1):point[h][\"west_y\"], point[h][\"west_x\"] = y, x\n", " elif j==(1,0): point[h][\"north_y\"],point[h][\"north_x\"] = y, x\n", " elif j==(-1,0):point[h][\"south_y\"],point[h][\"south_x\"] = y, x" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We will need to define an *origin* but taking it on the border of the image is looking for trouble as this is where distortions are likely to be the most important. The center of the detector is an option but we prefer to take the peak the nearest to the centroid of all other peaks." ] }, { "cell_type": "code", "execution_count": 24, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "The guessed center is at (734, 1181)\n", "The center is at (753.7035001516342, 1186.1879850327969)\n", "The X vector is is at (97.71973018262348, -0.7879771176533654)\n", "The Y vector is is at (1.382185794965657, 97.08269907579457)\n" ] } ], "source": [ "#Select the initial guess for the center:\n", "\n", "#Most intense peak:\n", "#m = max([i for i in regions], key=lambda i:i.maxi)\n", "#Cx, Cy = m.index%img.shape[-1],m.index//img.shape[-1]\n", "#Cx, Cy = point[\"center_x\"].mean(), point[\"center_y\"].mean() #Centroid of all points\n", "Cx, Cy = 734, 1181 #beam center\n", "#Cx, Cy = tuple(i//2 for i in cnv.shape) #detector center\n", "print(\"The guessed center is at (%s, %s)\"%(Cx, Cy))\n", "\n", "#Get the nearest point from centroid:\n", "d2 = ((point[\"center_x\"]-Cx)**2+(point[\"center_y\"]-Cy)**2)\n", "best = d2.argmin()\n", "Op = point[best]\n", "Ox, Oy = Op[\"center_x\"], Op[\"center_y\"]\n", "\n", "print(\"The center is at (%s, %s)\"%(Ox, Oy))\n", "#Calculate the average vector along the 4 main axes \n", "Xx = (point[:][\"east_x\"] - point[:][\"center_x\"]).mean()\n", "Xy = (point[:][\"east_y\"] - point[:][\"center_y\"]).mean()\n", "Yx = (point[:][\"north_x\"] - point[:][\"center_x\"]).mean()\n", "Yy = (point[:][\"north_y\"] - point[:][\"center_y\"]).mean()\n", "\n", "print(\"The X vector is is at (%s, %s)\"%(Xx, Xy))\n", "print(\"The Y vector is is at (%s, %s)\"%(Yx, Yy))" ] }, { "cell_type": "code", "execution_count": 25, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "X has an angle of -0.4620027563549718 deg\n", "Y has an angle of 89.18432364179688 deg\n", "The XY angle is 89.64632639815186 deg\n" ] } ], "source": [ "from numpy import arctan2, rad2deg\n", "print(\"X has an angle of %s deg\"%rad2deg(arctan2(Xy, Xx)))\n", "print(\"Y has an angle of %s deg\"%rad2deg(arctan2(Yy, Yx)))\n", "print(\"The XY angle is %s deg\"%rad2deg(arctan2(Yy, Yx) - arctan2(Xy, Xx)))" ] }, { "cell_type": "code", "execution_count": 26, "metadata": {}, "outputs": [], "source": [ "x = point[:][\"center_x\"] - Ox\n", "y = point[:][\"center_y\"] - Oy\n", "xy = numpy.vstack((x,y))\n", "R = numpy.array([[Xx,Yx],[Xy,Yy]])\n", "iR = numpy.linalg.inv(R)\n", "IJ = numpy.dot(iR,xy).T" ] }, { "cell_type": "code", "execution_count": 27, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Xmin/max -6.073942128478845 12.06072105601781\n", "Ymin/max -11.08905457323414 7.040603636712159\n", "Maximum error versus integrer: 0.11721135467538701 * pitch size (5mm)\n" ] } ], "source": [ "Xmin = IJ[:,0].min()\n", "Xmax = IJ[:,0].max()\n", "Ymin = IJ[:,1].min()\n", "Ymax = IJ[:,1].max()\n", "print(\"Xmin/max\",Xmin, Xmax)\n", "print(\"Ymin/max\",Ymin,Ymax)\n", "print(\"Maximum error versus integrer: %s * pitch size (5mm)\"%(abs(IJ-IJ.round()).max()))" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "At this point it is important to check the correct rounding to integers: The maximum error should definitely be better than 0.2*pitch ! If not, try to change the origin (Cx and Cy). This criteria will be used for the optimization later on." ] }, { "cell_type": "code", "execution_count": 28, "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "from math import ceil, floor\n", "fig, ax = subplots()\n", "ax.plot(IJ[:,0],IJ[:,1],\"or\")\n", "idx = numpy.round(IJ).astype(int)\n", "ax.plot(idx[:,0],IJ[:,1],\"og\")\n", "ax.set_xlim(floor(Xmin), ceil(Xmax))\n", "ax.set_ylim(floor(Ymin), ceil(Ymax))\n", "ax.set_title(\"Red: measured peaks, Green: Expected position\")\n", "pass" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Estimation of the pixel size:\n", "\n", "The pixel size is obtained from the pitch of the grid, in vectorial:\n", "\n", "$$pitch^2 = (Px \\cdot Xx)^2 + (Py \\cdot Xy)^2$$\n", "\n", "$$pitch^2 = (Px \\cdot Yx)^2 + (Py \\cdot Yy)^2$$" ] }, { "cell_type": "code", "execution_count": 29, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Pixel size in average: x:51.165 micron, y: 51.497 microns\n" ] } ], "source": [ "from math import sqrt\n", "pitch = 5e-3 #mm distance between holes\n", "Py = pitch*sqrt((Yx**2-Xx**2)/((Xy*Yx)**2-(Xx*Yy)**2))\n", "Px = sqrt((pitch**2-(Xy*Py)**2)/Xx**2)\n", "print(\"Pixel size in average: x:%.3f micron, y: %.3f microns\"%(Px*1e6, Py*1e6))" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "At this stage, we have:\n", "\n", " * A list of control points placed on a regular grid with a sub-pixel precision\n", " * The center of the image, located on a control point\n", " * the average X and Y vector to go from one control point to another\n", "\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Optimization of the pixel position\n", "\n", "\n", "The optimization is obtained by minimizing the mis-placement of the control points on the regular grid. For a larger coverage we include now the peaks on the border with less than 4 neighbours." ] }, { "cell_type": "code", "execution_count": 30, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Total inital error 2.5995763607010702 [np.float64(753.7035001516342), np.float64(1186.1879850327969), np.float64(97.71973018262348), np.float64(1.382185794965657), np.float64(-0.7879771176533654), np.float64(97.08269907579457)]\n", "Maximum initial error versus integrer: 0.19983845643285036 * pitch size (5mm)\n", " message: Optimization terminated successfully.\n", " success: True\n", " status: 0\n", " fun: 2.1237728421701596\n", " x: [ 7.530e+02 1.185e+03 9.811e+01 1.475e+00 -8.045e-01\n", " 9.732e+01]\n", " nit: 15\n", " jac: [-4.470e-07 3.278e-07 -3.278e-07 2.980e-08 3.278e-07\n", " 9.537e-07]\n", " hess_inv: [[ 1.429e+01 4.991e-01 ... -1.464e-02 5.410e-02]\n", " [ 4.991e-01 1.439e+01 ... -8.722e-01 5.649e-01]\n", " ...\n", " [-1.464e-02 -8.722e-01 ... 2.972e-01 -3.750e-03]\n", " [ 5.410e-02 5.649e-01 ... -3.750e-03 2.945e-01]]\n", " nfev: 140\n", " njev: 20\n", "total Final error 2.1237728421701596 [ 7.53021127e+02 1.18519692e+03 9.81143530e+01 1.47509427e+00\n", " -8.04478786e-01 9.73166899e+01]\n", "Maximum final error versus integrer: 0.23464502256396536 * pitch size (5mm)\n" ] } ], "source": [ "#Measured peaks (all!), needs to flip x<->y\n", "peaks_m = numpy.empty_like(peaks_ref)\n", "peaks_m[:,1] = peaks_ref[:,0]\n", "peaks_m[:,0] = peaks_ref[:,1]\n", "\n", "#parameter set for optimization:\n", "P0 = [Ox, Oy, Xx, Yx, Xy, Yy]\n", "\n", "P = numpy.array(P0)\n", "\n", "def to_hole(P, pixels):\n", " \"Translate pixel -> hole\"\n", " T = numpy.atleast_2d(P[:2])\n", " R = P[2:].reshape((2,2))\n", " #Transformation matrix from pixel to holes:\n", " hole = numpy.dot(numpy.linalg.inv(R), (pixels - T).T).T\n", " return hole\n", "\n", "def to_pix(P, holes):\n", " \"Translate hole -> pixel\"\n", " T = numpy.atleast_2d(P[:2])\n", " R = P[2:].reshape((2,2))\n", " #Transformation from index points (holes) to pixel coordinates: \n", " pix = numpy.dot(R,holes.T).T + T\n", " return pix\n", "\n", "def error(P):\n", " \"Error function\"\n", " hole_float = to_hole(P, peaks_m)\n", " hole_int = hole_float.round()\n", " delta = hole_float-hole_int\n", " delta2 = (delta**2).sum()\n", " return delta2\n", "\n", "print(\"Total inital error \", error(P), P0)\n", "holes = to_hole(P, peaks_m)\n", "print(\"Maximum initial error versus integrer: %s * pitch size (5mm)\"%(abs(holes-holes.round()).max()))\n", "from scipy.optimize import minimize\n", "res = minimize(error, P)\n", "print(res)\n", "print(\"total Final error \", error(res.x),res.x)\n", "holes = to_hole(res.x, peaks_m)\n", "print(\"Maximum final error versus integrer: %s * pitch size (5mm)\"%(abs(holes-holes.round()).max()))" ] }, { "cell_type": "code", "execution_count": 31, "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig,ax = subplots()\n", "peaks_c = to_pix(res.x,to_hole(res.x,peaks_m).round())\n", "ax.imshow(img, interpolation=\"nearest\", origin=\"lower\")\n", "ax.plot(peaks_m[:,0],peaks_m[:, 1], \"or\")\n", "ax.plot(peaks_c[:,0], peaks_c[:, 1], \"og\")\n", "ax.set_xlim(0, 2048)\n", "ax.set_ylim(0, 2048)\n", "ax.set_title(\"Peak position: measured (red) and expected (Green)\")\n", "pass" ] }, { "cell_type": "code", "execution_count": 32, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Optimized pixel size in average: x:50.959 micron, y: 51.373 microns\n" ] } ], "source": [ "pitch = 5e-3 #mm distance between holes\n", "Ox, Oy, Xx, Yx, Xy, Yy = res.x\n", "Py = pitch*sqrt((Yx**2-Xx**2)/((Xy*Yx)**2-(Xx*Yy)**2))\n", "Px = sqrt((pitch**2-(Xy*Py)**2)/Xx**2)\n", "print(\"Optimized pixel size in average: x:%.3f micron, y: %.3f microns\"%(Px*1e6, Py*1e6))" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Few comments:\n", "\n", "* The maximum error grow during optimization without explanations\n", "* The outer part of the detector is the most distorted\n", "\n", "## Interpolation of the fitted data\n", "\n", "### Multivariate data interpolation (griddata)\n", "\n", "\n", "Correction arrays are built slightly larger (+1) to be able to manipulate corners instead of centers of pixels\n", "As coordinates are needed as y,x (and not x,y) we use p instead of peaks_m" ] }, { "cell_type": "code", "execution_count": 33, "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "from scipy.interpolate import griddata\n", "grid_x, grid_y = numpy.mgrid[0:img.shape[0]+1, 0:img.shape[1]+1]\n", "delta = peaks_c - peaks_m\n", "#we use peaks_res instead of peaks_m to be in y,x coordinates, not x,y\n", "delta_x = griddata(peaks_ref, delta[:,0], (grid_x, grid_y), method='cubic')\n", "delta_y = griddata(peaks_ref, delta[:,1], (grid_x, grid_y), method='cubic')\n", "\n", "fig, ax = subplots(1, 2, figsize=(10,5))\n", "im0 = ax[0].imshow(delta_x,origin=\"lower\", interpolation=\"nearest\")\n", "ax[0].set_title(r\"$\\delta$ x\")\n", "fig.colorbar(im0, ax=ax[0])\n", "\n", "im1=ax[1].imshow(delta_y, origin=\"lower\", interpolation=\"nearest\")\n", "ax[1].set_title(r\"$\\delta$ y\")\n", "fig.colorbar(im1, ax=ax[1])\n", "pass\n", "#Nota: the arrays are filled with \"NaN\" outside the convex Hull" ] }, { "cell_type": "code", "execution_count": 34, "metadata": {}, "outputs": [], "source": [ "#From http://stackoverflow.com/questions/3662361/fill-in-missing-values-with-nearest-neighbour-in-python-numpy-masked-arrays\n", "def fill(data, invalid=None):\n", " \"\"\"\n", " Replace the value of invalid 'data' cells (indicated by 'invalid') \n", " by the value of the nearest valid data cell\n", "\n", " Input:\n", " data: numpy array of any dimension\n", " invalid: a binary array of same shape as 'data'. True cells set where data\n", " value should be replaced.\n", " If None (default), use: invalid = np.isnan(data)\n", "\n", " Output: \n", " Return a filled array. \n", " \"\"\"\n", "\n", " if invalid is None: \n", " invalid = numpy.isnan(data)\n", "\n", " ind = ndimage.distance_transform_edt(invalid, return_distances=False, return_indices=True)\n", " return data[tuple(ind)]" ] }, { "cell_type": "code", "execution_count": 35, "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig, ax = subplots(1,2, figsize=(10,5))\n", "im0 = ax[0].imshow(fill(delta_x),origin=\"lower\", interpolation=\"nearest\")\n", "ax[0].set_title(r\"$\\delta$ x\")\n", "fig.colorbar(im0, ax=ax[0])\n", "\n", "im1 = ax[1].imshow(fill(delta_y), origin=\"lower\", interpolation=\"nearest\")\n", "ax[1].set_title(r\"$\\delta$ y\")\n", "fig.colorbar(im1, ax=ax[1])\n", "pass" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "It is important to understand the extrapolation outside the convex hull has no justification, it is there just to prevent numerical bugs.\n", "\n", "## Saving the distortion correction arrays to a detector" ] }, { "cell_type": "code", "execution_count": 36, "metadata": {}, "outputs": [], "source": [ "from pyFAI.detectors import Detector\n", "detector = Detector(Py,Px)\n", "detector.max_shape = detector.shape = img.shape\n", "detector.set_dx(fill(delta_x))\n", "detector.set_dy(fill(delta_y))\n", "detector.mask = numpy.isnan(delta_x).astype(numpy.int8)[:img.shape[0], :img.shape[1]]\n", "detector.save(\"testdetector.h5\")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Validation of the distortion correction" ] }, { "cell_type": "code", "execution_count": 37, "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "from pyFAI.distortion import Distortion\n", "dis = Distortion(detector)\n", "cor = dis.correct(img)\n", "\n", "fig, ax = subplots(1, 2, figsize=(10,5))\n", "ax[0].imshow(img, interpolation=\"nearest\", origin=\"lower\")\n", "ax[0].set_title(\"Original\")\n", "\n", "ax[1].imshow(cor, origin=\"lower\", interpolation=\"nearest\")\n", "ax[1].set_title(\"Corrected\")\n", "\n", "# Save the corrected image\n", "fabio.edfimage.EdfImage(data=cor).save(\"corrected.edf\")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Conclusion\n", "\n", "This procedure describes how to measure the detector distortion and how to create a detector description file directly usable in pyFAI. Only the region inside the convex hull of the grid data-points is valid and the region of the detector which is not calibrated has been masked out to prevent accidental use of it.\n", "\n", "The distortion corrected image can now be used to check how \"good\" the calibration actually is. This file can be injected in the third cell, and follow the same procedure (left as exercise). This gives a maximum mis-placement of 0.003, the average error is then of 0.0006 and correction-map exhibit a displacement of pixels in the range +/- 0.2 pixels which is acceptable and validates the whole procedure." ] }, { "cell_type": "code", "execution_count": 38, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Execution time: 16.378 s\n" ] } ], "source": [ "print(f\"Execution time: {time.perf_counter()-start_time:.3f} s\")" ] } ], "metadata": { "kernelspec": { "display_name": "Python 3 (ipykernel)", "language": "python", "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.10.14" } }, "nbformat": 4, "nbformat_minor": 4 }