{ "cells": [ { "cell_type": "markdown", "id": "cf5b74b6-d1df-4c42-9baf-e3d38f2cedef", "metadata": {}, "source": [ "# Phonon Calculation" ] }, { "cell_type": "markdown", "id": "779904ce-c408-499b-a5ea-99a0e149b523", "metadata": {}, "source": [ "## This script will show how to use mdapy to calculate phonon dispersion." ] }, { "cell_type": "markdown", "id": "920ed15c-3001-40b2-af30-51050a2a419b", "metadata": {}, "source": [ "### One should install Phonopy by one of the following ways:\n", "\n", "- pip install phonopy\n", "- conda install -c conda-forge phonopy" ] }, { "cell_type": "code", "execution_count": 1, "id": "a9db9a9f-1c51-4c5d-a873-9466c2c4e0a0", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "[Taichi] version 1.7.2, llvm 15.0.1, commit 0131dce9, win, python 3.10.14\n", "[Taichi] Starting on arch=x64\n" ] } ], "source": [ "# import necessary package\n", "\n", "import mdapy as mp\n", "mp.init()" ] }, { "cell_type": "code", "execution_count": 2, "id": "3b44b808-d9d9-4156-adf4-ba57baa6485c", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "mdapy version is : 0.11.4\n" ] } ], "source": [ "print('mdapy version is :', mp.__version__)" ] }, { "cell_type": "markdown", "id": "aa0d349b-b663-453b-8714-d2085beef4a1", "metadata": {}, "source": [ "## We use graphene as an example." ] }, { "cell_type": "code", "execution_count": 3, "id": "d3850a4d-0c5b-4b68-82f3-483081984bc8", "metadata": {}, "outputs": [], "source": [ "# Build a graphene\n", "\n", "lat = mp.LatticeMaker(1.42, 'GRA', 1, 1, 1)\n", "lat.compute()\n", "\n", "# Add a vacuum layer with 0.2 nm along z direction.\n", "lat.box[2, 2] += 20\n", "\n", "# Generate a system\n", "\n", "system = mp.System(pos=lat.pos, box=lat.box)" ] }, { "cell_type": "markdown", "id": "cf61962f-a430-492f-9270-5fdd3abf5062", "metadata": {}, "source": [ "The key step in calculating phonon is obtaining force set from finite displacements.\n", "So we need to provide a potential to compute the atomic forces. In mdapy, we originally support \n", "NEP and eam/alloy potential. Besides, we also provide a interface to call lammps to computer force, where \n", "one need to install lammps-python interface. Further more, user can define a custom potential for whatever you like, and we will discuss latter." ] }, { "cell_type": "markdown", "id": "b611c8aa-d139-4a56-9cf5-1d444f9e012b", "metadata": {}, "source": [ "## NEP potential" ] }, { "cell_type": "markdown", "id": "a1c39d1e-596d-4ed0-a8a0-8e529f5e9789", "metadata": {}, "source": [ "This NEP potential is downloaded from [here](https://github.com/brucefan1983/GPUMD/blob/master/potentials/nep)." ] }, { "cell_type": "code", "execution_count": 4, "id": "31075287-aadc-4ad5-9bb0-40bf8a9ae03a", "metadata": {}, "outputs": [], "source": [ "potential = mp.NEP('../../../example/C_2024_NEP4.txt')" ] }, { "cell_type": "code", "execution_count": 5, "id": "c3278190-538a-4852-a65f-d64e64eb0e55", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "{'version': 4,\n", " 'zbl': False,\n", " 'radial_cutoff': 7.0,\n", " 'angular_cutoff': 4.0,\n", " 'n_max_radial': 12,\n", " 'n_max_angular': 8,\n", " 'basis_size_radial': 16,\n", " 'basis_size_angular': 12,\n", " 'l_max_3body': 4,\n", " 'num_node': 67,\n", " 'num_para': 7239,\n", " 'element_list': ['C']}" ] }, "execution_count": 5, "metadata": {}, "output_type": "execute_result" } ], "source": [ "potential.info" ] }, { "cell_type": "markdown", "id": "3e176850-ebc7-4b47-9c6c-96e1cc44dea7", "metadata": {}, "source": [ "To plot band structure, one need also provide the band path and labels.\n", "\n", "One can obtain those by [seekpath](https://www.materialscloud.org/work/tools/seekpath) online." ] }, { "cell_type": "code", "execution_count": 6, "id": "f66f5afa-2813-4894-88e7-5bcd60d47b77", "metadata": {}, "outputs": [], "source": [ "# For graphene\n", "path = '0.0 0.0 0.0 0.3333333333 0.3333333333 0.0 0.5 0.0 0.0 0.0 0.0 0.0'\n", "labels = '$\\Gamma$ K M $\\Gamma$'" ] }, { "cell_type": "code", "execution_count": 7, "id": "41eaa140", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Energy minimization with volume change started.\n", "Step 0: Pe = -31.810223 eV, f_max = 0.051110 eV/A, pressure = 0.133599 GPa.\n", "Step 20: Pe = -31.810610 eV, f_max = 0.007024 eV/A, pressure = -0.000143 GPa.\n", "Step 40: Pe = -31.810610 eV, f_max = 0.000294 eV/A, pressure = -0.000009 GPa.\n", "Step 58: Pe = -31.810610 eV, f_max = 0.000010 eV/A, pressure = 0.000000 GPa.\n", "Energy minimization with volume change finished.\n" ] } ], "source": [ "# Relax system\n", "\n", "relax = system.minimize(['C'], potential, volume_change=True, hydrostatic_strain=True)" ] }, { "cell_type": "code", "execution_count": 8, "id": "4e2ce98f-c21c-46fe-b341-9df25a59f572", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Warning: Point group symmetries of supercell and primitivecell are different.\n" ] } ], "source": [ "# Do computation\n", "relax.cal_phono_dispersion(path, labels, potential, elements_list=['C'])" ] }, { "cell_type": "markdown", "id": "261f74d0-4cd7-4cae-9521-bb9c6f9e7bee", "metadata": {}, "source": [ "Then one can plot the band stucture." ] }, { "cell_type": "code", "execution_count": 9, "id": "50eb5b0c-90da-4986-98ae-7501e3083f2c", "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig, ax, _ = relax.Phon.plot_dispersion()" ] }, { "cell_type": "markdown", "id": "1d5cf417", "metadata": {}, "source": [ "One can custom the figure detail." ] }, { "cell_type": "code", "execution_count": 10, "id": "fc5256e7", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "(0.0, 50.0)" ] }, "execution_count": 10, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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hv46EHmHknpF82+RbelbuqXEsU5mJmYmZxofgwi48MZySc0uqt5+Nf4abnZvGORUXVuRO9B2NfZamlpR0KKl+l+5m60Yx26x36S7WLjhbO+Ng6YC9hT22FrZYm1ljZWaFhakFGWkZ2Ntn/cwW89QNjInMBEszSyzNLHOcWBUqBeGJ4YTEhVC2SFmt4zef31T/uZpbNa3j225vY/S+0ZjITPB386dh6YYEegYS6BlIMdtiOf5ajFmlopX4u9ffHH94nHH7x3Hh6QUgqxdk0sFJrLm2hj8/+JPaHrX1HKkg6EZsWizj949nxZUVQNYUtbbl2mr8XCpsay0oVAquPrvK8UfHOfHoBFeeXeHOZ3c0BtS+SMgvquBdi7xGS7uWGvcZFjCMpIwkyhUpRxnnMng5eVHMtth7j93JlOX+af9NxJN6DuVXRbkHsQ+4FHGJa5HX6FKhCwElAjSO993al/U31md7baWilWjm1YzmZZrTxKsJTlZOOonREKkkFSuurGDSwUnquvWQ9QFsXN1xfNf0O6zNrfUYoSDkrb9v/82I3SM0yrPKkLGl5xa6Vuyqx8jyl0pScfXZVQ6HHuZI2BGOPzquHkPwwsVPLmpVzuy0oRPBscFUd6/O57U/p5ZHLZ3GqescIpJ6DhlKmdjB/wxm6+2tWv9p/8tEZkIdjzq0KtuKNuXaUKtErUIxrzs2LZbJByez9JLmeARfF19Wd1mt829cQdC1+PR4Ru0dxZprazT213CvwZIOS6hZoqaeIss/jxMesz94P/tD9nMo5BAxaTFvPH9B2wV8VvszjX0qSZWvryREUjcwhpLU4eUgjxOPTnD80XGOPjzK06Snb7zGxdqF1uVa08GnA23Ktcm26EtBcuzhMYbsGKJRLctUZso3jb9hSqMpYm67YJSOhh3lw78/5HHiy8GgVmZWfNfkO8bWG1tg/19nKjM58egEe+7vYd+DfRqvKbNjZmJGgHsAjUo3omHphjTybKT36cEiqRsYQ0rq/yVJEg9iH3Ak7AiHQg9xOPSwRhf0f5nKTGlYuiEf+H7A0BpDC+yAuzR5Gl8d/oq5Z+Yi8fK/e8PSDVnbdW22sw8EwRApVUq+O/od3x/7XuP/cr2S9VjReQXlXcrrMTrdeJ7ynN33d7Pr3i72B+9XL9GaHROZCbVK1KKZdzOaeDWhQakGGktKGwKR1A2MISf1/1JJKq48u8L+4P3se7CPk49PahdCIGuUePTE6AL/rvnYw2MM+HsADxMeqvcVtyvOg1EPDO4bXxD+KyIpgr7b+hIUFqTeZ2ZixrdNvmVSg0kF8rXa8svL+XjHxxofYP6rXJFytCrTipZlW9LUqymOVo75GGHOiVXahPdmIjOhhnsNarjXYHLDyRrrI+++v1s9sKZV2VZaCT06NZqfTv5E90rdqVWiVoGo0hboGci1EdcYuXska6+vBWByg8kioQsG79jDY/Tc3FNjMFxZ57Ks77a+QIwPkSSJp0lP8XDw0Nhfs0RNrYRuZWZFM+9mtC3Xljbl2lCuSLn8DNXgiSf1HDKmJ/U3UUkqzoefZ8fdHdQtWZeOvh01jv956U+G7hwKZBV6Of3xaX2EqTMrr6zkQMgBVndZXSA+sAgFkyRJLDi3gHH/jkMpKdX7e/v1ZkmHJUZf6jUiKYKfT/3MttvbUKgUPBr7SGPQmiRJlJlfhkxlJh3Ld6RD+Q40825mcIuo5IR4Uhd0wkRmQp2SdahTsk62x7feflm2NsA9QOu4XCnHzMTMaBPiwGoDGVhtoNZ+hUrBvZh7VCpaSQ9RCcJLGYoMhu8erp57Dllzzee1mcewgGFG+733KhOZCfPOzlMX4rrw9IJGPQmZTMbJwSdxt3MvEF9vfhClhYRsdfLtRKBnIDJkWpWpAH46+ROVFlXi26Bv1YuqFAT/O/A/av5Rk003N+k7FKEQi0yOpOnKphoJvaRDSY5/dJzhNYcbVYJTqpQcDTvK6L2jSZOnaRxzs3OjUelGQNbc+vPh57WuL2Ffwqi+Xn0T3e85VFC6399VRFIExWyLaQ3CqfJ7FW5E3VBvB7gH0LdKX3pV7qX1XsxYrL22lv5/91dvr++2nt5+vfUYkVAYhcWH0XRlU8Liw9T7GpZuyJYeW7RKmBoqlaTi5KOTbLq5iS23t/As+RkAW3tu1SqIs+PuDp4mPaVzhc4Utyuuj3Dzleh+F/TK3d5da19wbLBGQge4GHGRixEXmbB/Ak28mtC3Sl+6VexmVPPgi9sVx9nKmbj0OKq6VaW9T3t9hyQUQu527pRyKKVO6kOqD2Fh+4UGX+ZVJak48+QMG29sZMvtLdnWzNh8a7NWUv/A94P8CrFQEE/qOVTYntRfJzQulI03N7L+xnquRV7L9hwLUwva+bSjr19fOpTvYBRT5h7EPuCTnZ+wsvNKSjmW0nc4QiEVnRpNg2UNGBYwjLF1xxps97MkSZwLP8emm5vYfGuzRjGcV5mZmNHcuzkD/AfQt0rffI7SsIh56gZGJHVtN6Nusu76OtbfWE9ofGi259hb2NO1Ylf6VelHU++mRlnxKr/LSQqFW7oiHSszK32HoUWSJC48vaBO5K/WfXiVqcyUZt7N6Fm5J10qdMHFxiWfIzVMIqkbGJHUX0+SJM48OcO66+vYeHMjz1OfZ3uem60bPSv3pG+VvtTxqGOwTyGvuhl1k55berKu6zr8i/vrOxyhgJAkie+Ofkc7n3YGPd/8RSLffGszm29t1njf/yoTmQlNvZrSo1IPulbsSlHbovkbqBEQSd3AiKT+bhQqBQdDDrLu+jr+vvM3yZnJ2Z7n7eTNL61+oUvFLvkc4bt7nPCY+svq8yTxCY6Wjuzss5NGno30HZZg5FSSik93f8rii4txtXHl+EfHqeBaQd9haZAkiUkHJ7Hp5qbXPpHLkNHYqzE9K/WkW6VuhW7p55wSA+UEo2RmYkabcm1oU64NqfJUdt3bxdrra9l7fy9ylVx9Xmh8qMHXnD8bfpaIpAgAEjISaLWmFVt6bKF9eTGQTnh/F55eUK8iGJ0azYT9E9jVd5eeo9Ikk8k4/eS0VkKXIaNh6Yb0qNSD7pW6ZzugVtAP8aSeQ+JJPXdi02LZdnsba6+v5WjYUYrZFiN8XLjWlLkP//6QSq6V6FG5h0GUgdxxdwe9tvQiXZEOZH1oWdV5FX2q9NFzZIIxW399Pf229aNOyTrs6btHL7NF0uRpHAg5wPY72+lRqQdtfdpqHP/1zK+M/XcsMmQ08mxE94rd6VapGyXsS+R7rAWB6H43MCKp553wxHDuxdyjqXdTjf0PYh/gs8BHvR38eTBlnMvkd3hajj08Rsf1HdVr2MuQsbTjUj6u8bGeIxOM2Z77ewj0DMTOwk4v7Q/aPoiVV1cC0L9qf1Z3Wa1xPDwxnO13ttO1YlfxRJ4HdJ1DxFBeQW88HDy0EjrAxhsb1X/2K+anldAVKgWXIi6R359HAz0DOTLwCK42rgBISAzZOYSF5xbmaxyCcZIr5epyqK9q59NO5wldJam4FHGJU49PaR17tR7Drnu7kCvlGsc9HDz4tPanIqEbCfFOXTA4vfx6oZJUbLq1iR6VemgdP/7wOM1WNaOUQyk6+Xaio29HGns2xtLMUuex1XCvwdFBR2mxqgURyVnv2T/b+xmZykzG1hur8/YF45SpzKTH5h6427mzqP2ifJka+TzlOQdDDvJv8L/se7CPyJRIAj0DOTroqMZ5bcq1wdXGlWbezejs2/mNy5wKhk90v+eQ6H7PXwqVQmtO++d7P2fBuQUa++ws7GhVthXtfdrTtlxbnT9VPIh9QLOVzTSKbfzc8mcm1J+g03YF4yNXyum1pRd/3/kbgE9qfMLvHX7P88SekpnCiUcnOBR6iEOhh7gUcUnrHFOZKc8nPtd6d69UKQvkeuyGSIx+Fwq17IrURKZEIkOm8USRnJnMttvb2HZ7GwD+bv60KdeG1mVbU79U/Tx/ii9XpBzHPjqmUaN74oGJqCQV/2vwvzxtSzBeSpWSAdsHqBM6wLOUZyhVSkxMc5fUEzMSOfX4FMceHuPow6OcDz+vMbPkv16szBiRHKGV1EVCLzjEk3oOiSd1wxCZHMnOezvZeW8nB4IPkKZIe+251mbWBHoG0sy7Gc28m1GteLU8q2j3OOExTVc2JTguWL1vdsvZjK8/Pk/uLxgvlaRi6I6hLLuyTL2vvU97tvbcmuMPmSpJxb2Ye5x9cpYzT85w+slprkddz/Yd/atK2JegVdlWtC7bmlZlW1HEush7fS1C3hGj3w2MSOqGJ02exuHQw+y5v4c9D/a8ttrVCw6WDjQs3ZBGpRvRqHQj6pSsk6skn11i/7X1r4yuO/q97ykYN0mSGLNvDPPPzVfva1mmJTv67Mhx6dex+8ay7Moy9ayLN3GwdKCxZ2NalGlBizItqOha0SgqNhYmIqkbGJHUDZskSdyNucu+B/vYH7yfoLCgNz7Fm8hMiJsUh4Olg9Z9cvLD8EniExqvaExIXIh636J2ixhRa0TOvwjB6E09MpXvjn2n3m5UuhH7+u/DxtxG69wjoUc49vAYt6Nv08evD50qdNI4PmbfGOadnZdtO85WzjQo3YDGno1p4tUkT3uhBN0Q79QFIQdkMhkVXCtQwbUCY+qOIUORweknpzkUkjV46PzT8yhUCvX5Vd2qaiX0yORIKi2qRA33GlQvXp0ZzWe89QdlSYeSHBl4hMYrGqt7CkbuGYmVmRUfVf8oz79OwTClydOYeWKmRkL3dvKmZZmWfHHwCzpV6EQz72Ya16y7vo4/L/8JgIe9h1ZSr+FeA8iqi1CpaCXqlqxLHY861C9Vn4pFK4pFhgQNIqkLBZqlmSVNvJrQxKsJ3/M9KZkp6sFFJx6foFYJ7UU0Ljy9QGxaLAdDDnL7+W1+avmTxvGE9ATmnZ2Hr4svvq6+lCtSDjsLO0o7lubwgMMErgjkSeITAIbsHIKNuQ29/Hrly9dbGClVSlLkKSRnJmNrboujlaPG8QtPL3A54jLpinTSFGmkK9JJV6STocggU5lJpjITuUqOXCVHoVKofylVSlSSCpWkUg/KdLZyJjo1GqWkJFOZSYYigzRFGqnyVJIykrJdxCg0PpRvgr7Jut7aWSupl3cpr/7zrehbWte3KdeGoIFBVHevrvUBVBD+SyR1oVCxtbClZdmWtCzb8rXnXHh6Qf3nasWraR2/+fwmU4Omauxzs3WjbJGyeDt508GnA+turCMxIxEzEzMsTC3yLP6CJEORQWJGIokZiSRkJGT9np6g3vffY4kZiUysP1FrMZ1eW3qx9fZWAGa1mKU1+2DLrS3MOjkrT2Iu61xWY+xETmW3KEotj1p0q9iNCq4VqONRR+t4MdtiYpEU4Z0V2KQ+c+ZMgoODWbp0qcZ+SZKYM2cOq1atwtHRkbS0NPz9/fn+++9xdxcVkwQYXXc0jTwbcfHpRbydvbWO33qu/TQVmRJJZEqkVsWuTGUmA7YPoO2NtnzZ6Ev8i/sz/t/xJGQk4GrjysfVP8bHxUfjmvDEcExkJthZ2GFrYavX7lVJkshQZpAmT8PWwlbrA8qpx6cITwwnRZ5C/VL1NZ46Aeafnc+/wf+SmJFIUkZS1u+ZWb9nKjNzHE+3it20kvqr1dhSMlO0rsnuPfb7kvHu4yzMTcwpYV8CNzs3StiXoIRdCRqWbqh13oueJEHICwUyqZ8/f56vv/6afv36aR2bOHEiy5cv58yZM/j4+KBQKOjVqxcNGzbk3LlzuLi46CFiwZA4WTmpp79lp6RDSbpW7Mq9mHvcj7lPhjLjjfdLzkxm863N7Lm/h0MDDrH51mZ10Zq25dpqJfVeW3px8vFJ9balqSXW5tZYm1ljZWaFpZklFqYWmJuYY25qjpmJGaYyU0xNTDGRmSBDhkwmo6R9SZ4kPUGSJHU3skpSoZSUKFVKdTezXCXP6oJWZv2eocwgQ5FBhjJDI/Hu779fq4fj6yNfczj0MABLOy7VSurXI6+z5/6et/yNv7ukzCStfRpJXa6d1MsVKUcz72bqv78XvyxNLbE0s8TcxDzr7/P//y5f/DKRmWAq+/+/U5kMGTIszSyRK+XqcyzNLHme8pwph6aQLM9aXtjO3I6VXVbStWLXPPu6BeFdFbiknpKSwqRJk1AoFFrHLly4wJw5c5g6dSo+Plk/SM3MzJg9ezblypXj66+/ZtGiRfkdsmBkXiwpC1nzh58kPiEkLoTg2GDC4sMISwjjYfxDniQ+4UniE3VBkBR5Cm3WtNFIPC422h8i/5u4MpRZCTae+BzFWbtEbc49PZfDr+71sptFYGv+cuRucmay1vF3WVZXhgx7S3scLR1xsHTA0SrrdwdLB/U+B0sH7C3saVRaex376c2mM63JNOws7LA01Z7/3bdKX/pW6fvWON7Hw/iHNFjWQJ3QLUwt+KfPP6/9QCgIulbgkvoXX3zBxIkTOXLkiNaxv/76C0mS6NKli8Z+b29vqlWrxpo1a5gzZw5WVjmbRyoUXiYyE0o7lqa0Y+lsu1DT5GlsvrWZITuGIFfJic+Ix97Cno+rfIxCpcDdTvuVT6o8NW+Cy+PpyWly7aRe3qU8Ae4B2FrYUtyuuNbxLhW64O3knZWULe2xt7BXJ+kXv3L7isHJyum9r82NqJQoWq1pRXhSOJD14WRt17UioQt6VaCS+rZt26hQoQIVK1bM9viRI0cwMTGhcuXKWsf8/Py4dOkSly9fpl69eroOVSgkrM2tGeA/IGsE/JashWqSMpM4EHKAE4NPZPukfu+ze6Qr0knOTCZVnkqKPIU0eRppijSNbnG5MmvE9ouudKWUNVr7RekJKzMrPqr2ETJkmMhM1L9MTUwxlZmqu5DNTc3V3fkWphbq7v0XXdQvuquze+qe3Wr2G7/+Rp6NtN6BFwRxaXG0WdOGezH31PsWtV9E90rd9RiVIBSgpP706VP+/vtvVq9eTVhYmNZxhUJBSEgITk5OmJpq1zl2dc1aTjM0NPSdk3pKivb7O1GMRshO90rd+aPDHwzZOQSA4Lhg2qxpQ9CgIK0nTZlMlvUO3dxaD5EKbxOTGkObtW24/Oyyet/0ptMZXnO4HqMSDNV/80R2eSMvFYikLkkSEyZMYO7cua89JyEhAblcjrV19j8oX3S5x8bGvnO7bm5u2cYiCNn5uMbHxKbF8r+DWVOuXjyN66v7WMgZlaTicOhhhu8arjGtbWL9iUxpNEWPkQmG7EX1uPxSIJL6nDlz6N27d7ZJ9oW0tKz3gWZm2X/JL0qCJiQk5H2AgvD/JjaYSHRqNIdCD7G3316K2hbVd0gFmkKlIColimfJz4hMjiQqJYro1GiiU6OJS48jLj1OPTc+OTOZFHkKqfJUjeI01d2rc37oeS48vUDL1Zqj/0fXGc2sFrNEfXXBYBh9Ur969SoPHz5k/Pg3r4rl7Oz8xuPJyVmjV3MySC4yMlJ0tws5NrPFTNIUaXk6f7qwyq5G//nw84zaO4rHiY95lvzsrSuZvY1SpQSgVola+BTx4X7sfQB+bP4jkxpMEgldeKMXueWFlJSUNz6A5pZRJ/W0tDSmTZvGmjVr3nqura0ttra2qFTZf4MnJWVNI3pb8s/unoKQEzKZLNuEnpSR9E5TwAq7k49OMuvkLO7G3MXT0ZP9H+7XOG5mYsbZ8LN51p5SykrqMpmMj6t/TNDDIMbXG0+LMi3yrA2h4MrvHGHUSf3kyZOEhYXRvn17jf0vPhnt27ePJk2aULx4cTZs2IC3t3e2g+gAoqOjAfD19dVpzIKQneDYYFqtacXwgOFMbDBR3+HoVVJGEpefXebC0wvYWdjxScAnGsdT5CnsvLcTyH5uvKeTp9Y+ewt73OzccLN1w9XGFVcbV4pYF8HJykk9F97e0h47CzuszbIGKVqaZs0CePUD2P8a/I9JDSfl8VcsCHnHqJN6ixYtuHz5stb+oKAgmjZtSps2bVixYoV6f7t27fjpp58IDQ3F21uz/OfVq1exs7OjevXqug5bEDRcj7xOy9UtiUyJ5H8H/0dR26IMqjZI32HlC0mSCI4L5sSjE5x6fIozT85wI+qGegGVqm5VtZJ6paKV1H9+mvSU5MxkjapyzlbOrO6yGg97DzwcPChhX0LjeG6IrnbB0Bl1Us+prl278tNPP7Fp0yYmTXr5afvMmTM8fPiQjz/+GBsb8Z5TyF9FbYtia2EL/z/TJS4tTr8B6dCLJH4o5BBHwo5w9OFRniU/e+35t57fIkORgaXZy0pxHvYezGoxC58iPvi6+mJtpjmjRSaT0b9q/3eKR6lS8jz1OZHJkTxPfU5Magxx6XEkZSSp6wRkKDOY3HAyJexLcOv5LdIV6erlUAXB0BTIpP6iK/3F7y/UqVOH7t27M3PmTNq3b4+fnx9paWlMnjwZDw8Pfvrpp+xuJwg6VdyuOPv776fJyiZMbzqdgdUG6jukPJWQnsDBkIP8G/wv/wb/y6OER2+9xsHSgRruNQhwDyBNkaaR1GUymdZKbG+SmJHIneg73I2+y/3Y+wTHBRMaF8rjxMdEJEWo35m/ycfVP6aEfQm+P/Y9G25soFXZVmzotgFn63cfgyMI+UEmFaCJ1StXrmTWrFk8ePAAuTyr3nbJkiWpXbs2W7dmLc0ol8uZOXMmmzZtwsHBgZiYGKpVq8bMmTPx8vJ6axspKSnqeYfJyclioJyQZ1LlqQVmRHxIXAg77u5gx90dHH90HIVKey2GV1V0rUiDUg2oX6o+dUvWxdfVN1elY3849gOnn5zmWuQ19eI5uXF+6Hm8nbwpMaeEepEbv2J+/Nv/X0rYl8j1/YXCQ9c5pEAl9fwgkrqQnyRJIjYtNttysoaq7dq27Huw743nVC5amWbezWji1YRGpRu913x9uVLO5WeXqVS0ktY789pLa3P+6fl3vpeNuQ1FbYriauOKs7UzDpYO2FnYYWNmg5WZFWPqjiFFnsKg7YM07utXzI9jg46JJ3bhnek6hxTI7ndBKAgkSWLywcmsvb6WE4NP4OXkpe+QtGQ3T9zbSXsN+iLWRWhTrg2ty7amZZmWuNtrL2STE3229mHXvV0kZyazu+9u2vm00zhew72GRvK1NbfF19WX8i7lKedcDm9nbzwdPSnlWAp3O/d3nkp4dshZvj7yNT8c/wGAG1E36LyxMwc+PKC11rwg6INI6oJgoEbtHcXC8wsBaLGqBcc+OmYQXb2JGYlsvrmZFVdX0Mm3ExPqT9A43q1iN36/8DsVXSvSybcTHX07UsejDqYm2msuvE2qPBUZMq06+MmZyerpbCcendBK6t0rdae0Y2mqulWlSrEqlHYsnScj12UyGdObTUeSJGacmAHAsYfHGLFrBH9+8KcYHS/onUjqgmCg/Ir5qf8cHBdM81XNOTroKMVsi+kxKvjx+I/MPDkTyJpT/t+k3tirMXc+vYOv6/vVfIhLi2PH3R1su7ON/cH7WdJhCQP8B2ic08K7Bbvu7cLcxJyEdO3Szi3KtNBpcZjpzabzJOkJq66uAmDZlWX4F/fn8zqf66xNQXgX4p16Dol36kJ++unkT0w6+HL6ZVW3qhwacAhXG9d8aV8lqbQGrN2NvkuFhRXU27dG3qJi0eyXO35XiRmJ/H37bzbe3MjBkIPIVXL1se6VurO5x2aN88MTw7kdfZv6perrbXBhhiKDZquacerxKQBMZaYcHniYQM9AvcQjGAcxUM7AiKQu5LdpQdP49ui36m1/N38ODTik08Fzd6LvsODsAs6En+H80PNaib3Thk6UcijFQP+B1CxR8726nTOVmex7sI/V11az8+5OMpQZ2Z5X0qEkD8c8zNVoeF2JTI4k4I8AwpPCAShmW4zLwy4bxGsSwTCJpG5gRFIX8pskSXxx6AtmnZyl3lfVrSoHPjyQp13xkiRxOPQwc87MYc/9Per9+/vvp2XZlm+4MmeuPrvKssvLWHdjHdGp0dmeU8y2GF0qdKFrxa408Wpi0IPQzoWfo9HyRuqpbg1LN+TwgMOYm5rrOTLBEImkbmBEUhf0QZIkJh2cxM+nflbvq+hakQMfHsDDwSNX91aqlGy9vZVZJ2dxKeKS1vG+VfqytuvaXLURnx7Puuvr+OvyX9m2AeBi7UL3St3pVbkXgZ6B7zWwTl+WXFjC8N3D1dsT60/kp5aimJWgTSR1AyOSuqAv2T2xezp6cuDDA/i4+OT4fnKlnDXX1vDjiR/Vy4m+yq+YH6PrjKZvlb7v9d5akiTOhp9lycUlbLyxkTRFmtY5lqaWdKrQiQ+rfkjrsq2N9ulWkiQGbh/I6mur1ft29tlJh/Id9BiVYIhEUjcwIqkL+iRJEt8e/VbjHXtRm6Ls6LODuiXrvtM95Eo5q66u4ofjPxAaH6p1vFXZVkyoN4EWZVq89xStzTc3M/34dK5FXsv2eB2POnxU7SN6+fXCycrpvdowNCmZKdT+sza3nt8CsubmXxl2hVKOpfQcmWBIRFI3MCKpC4bg1zO/MvbfseptKzMrVnRaQS+/Xq+9RqlSsv7GeqYFTSM4LljjmInMhB6VejC54WSqFa+W6/jmnp7LuP3jNPa5WLswwH8AH1f/mMrFKue6DUN0+/ltai6tSao8FYAGpRoQNCgIMxMxe1jIIpK6gRFJXTAUa66tYfA/gzWmf02sP5Efmv2g0Y0tSRJ77u/hi0NfcD3qusY9zEzMGFB1AJMbTn6vLvw0eRrXIq9Rp2Qdjf2xabF4zPEgXZFOY8/GDAsYRteKXTUWZimoVl5ZyaB/Bqm3v2z0JdObTddfQIJBEUndwIikLhiSoLAgum7sSlz6y+Va65asy5ouayhbpCznw88z4cAEjj08pnGdqcyUgf4D+TLwS8o4l8lxu9Gp0Xx39DtWX1uNJEmEjwvPWj72Feuur6OGew0quFZ4zV0KroHbB6oL08iQcXTQURp5NtJzVIIhEEndwIikLhia4NhgOm/szI2oG+p9VqZWVHGrku2iJr39evNdk+/e68n8hZTMFErMKUFiRiIAf33wF4OrD37v+xU0yZnJ1FhSg/ux9xlcbTDz287X+tAjFE66ziGGV81BEIQcKVukLKc/Ps2gaoPU+9KV6VyMuKhxXuuyrbk87DLru61/54QekxrDyisreZyguXyprYUtff36AmBnYUdsWmzuvogCxs7Cjg3dN7C+23r+6vSXSOhCvhGjNwShALA1t6WTbyd23d1FdFpWQRdrM2tS5CkAFLEqgr+bPymZKWQqM19bzCU+PZ6LTy9y/NFxDoYc5PST06gkFTObz2RSw0ka535a+1Oqu1enj1+fd17lrDCp4V6DGu419B2GUMjkeff7uXPnCAoK4tq1a4SFhZGQkEBmZiZ2dnaULl2aihUr0qBBA5o3b46VlVVeNp0vRPe7YGhC40IZtXcUu+/vfqfzLUwt8Cnig4eDB9Zm1shVcuLS4niY8JCnSU+zvSbAPYALn1zIy7ALreyWqxUKD6NYTz0lJYX58+fz+++/Ex4eTuXKlSlTpgzly5fHxcUFc3NzYmJiiImJ4dixY8ydOxdzc3N69uzJpEmT8PF5/3d7glBYyZVy5p6Zy7SgaRqFXcxMzBhTZwx9qvRh/tn5rLu+TmOEfKYyk5vPb3Lz+c13asfN1o2aJWqiUCnE1KxckCSJZZeXsfraavZ/uN+gS98KxivXT+pbt25l5MiRNGnShF69etG4cWNcXN680ERGRgYnT55kz549/PXXXwwZMoTp06djaWn4013Ek7pgCC5FXOLjHR9z5dkVjf1NvZqysN1CjVXTnqc8Z8ONDWy/u52Tj06+duGUF5ytnKntUZvGno1pWbYlNdxrGORiKsZEoVLQe0tvtt7eCohpboWZQY9+HzNmDOHh4Xz77bdUqlTpve4RGxvLnDlzOH78ONu2bXvrBwJ9E0ld0KcMRQbfHv2Wn07+hFJSqvcXsy3G3NZz6ePX541duxmKDG5H3+ZB7AOepzwnTZGGmYkZzlbOeDh44FPEh5IOJUX3sA58svMTll5aCmQV4nnw+YMCU01PeHcGm9SnTJmCq6sr48aNe/vJ7+D48ePMmDGDLVu2GHSiFEld0JeLTy8yYPsAdRnSFz6u/jE/tfyJItZF9BSZ8C6SM5OpvqQ6Xk5eLO+0nJIOJfUdkqAHBpvUT548SYMGDfI0mIcPH2JmZoaHR+5WndIlkdQFfVhxZQVDdgzReDov41yGpR2X0sy7mR4jE3LiadJTitsVF68zCjGDHSiX1wkdwNPTM8/vKQgFQcPSDbEys1JPUfu89ufMaD5DzH82MiXsS+g7BKGA08nHxVu3bmnti4iI4NSpUwQHB5OcnKyLZgWhwCpXpBxzW8/Fy8mLIwOPMK/tPJHQC4j49Hji0+P1HYZQQOgkqVepUoVRo0aRmZmp3peZmcnZs2f59ttvKV68uLr7QRAETfHp8dyNvqu1f0iNIdwYcYMmXk3yPyhBJ/YH76fK71X4dM+n+g5FKCB0UvvdxsaG9PR0qlWrxsaNG7XmoV+9epU6deqQnp6e103rnHinLujSufBz9NrSC3MTcy5+clFUaivA9gfvp/Wa1urtLT220K1SNz1GJOQHo6z9XqdOHbZu3UpoaCg1atRg5cqVGsf9/f118k5eEIzZ44THNFreiLD4MO7H3uezvZ/pOyRBh5p7N6d+qfrq7RG7R/A85bkeIxIKAp0kdZlMRpcuXbh8+TKVK1dm8ODBDBgwgJSUFPU5bm5uumhaEIxWKcdSTKg3AQATmQnli5RHLKJYcJmamLKi0wqszawBeJ76XHTDC7mmk6SekZFVscrLy4sTJ04wbtw41q5dS0BAAFeuXAHA1NRUF00LglH7tum39KvSjyMDj/Bl4JeiCEwB5+Piw8wWM9Xbm29tZvPNzXqMSDB2OknqwcHBqFQqAMzMzPj555/ZtWsXMTEx1KtXj3nz5umiWUEwKmeenNF6EjczMWNN1zUEegbqKSohv31W+zONf+9P93wquuGF96aTpB4VFcWcOXM09rVt21Y9QG7s2LFs2bJFF00LgsFTSSqmHplKvb/qMfPEzLdfIBRoJjITln2wTKMbXoynEN6XTpJ6YGAgu3fvpn///vz444/q/SVKlODw4cN8/fXXyOXyN9xBEAqm5Mxkum3qxnfHvgPgy8Nfsuf+Hj1HJehb2SJl+bH5y5+Vm25u4u/bf+sxIsFY6WRK27sICQmhTJky+mg6V8SUNuF9PUp4RMf1HbkWeU29z9fFl+29t1PBtYIeIxMMgUpSEbg8kJOPTwJQ3K44N0feFDX9CxiDn9IWFBT0Xtc9evQot00LgtE4++QstZfW1kjo7XzacXbIWZHQBSCrG/6vD/7CyswKgGfJzxi/f7yeoxKMTa6T+qRJk97rusmTJ+e2aUEwCltvbaXJyiZEpkSq902oN4EdvXfgaOWov8AEg+Pr6su3Tb5Vb6+4soL9wfv1GJFgbHKd1O/evUtSUlKOrklMTOTOnTu5bVoQDJokSfxy6hd6bO5BuiKreqK5iTl/ffAXP7f6GVMTMa1T0Dau3jgC3APU28N2DSM5U6yXIbybXCf1xMREnJycMDU1fedfzs7OOf4gIAjGRKlSMnrfaCYcmIBE1rAVJysn9n+4n8HVB+s5OsGQmZmYsazTMsxMshbRDIsP4+vDX+s5KsFY5Mnod0mScvxLEAqqdEU6vbf2ZsG5Bep9Xk5enP74tFiMRXgnVd2qMqnBy1eb887O41z4OT1GJBiLXI9+t7a25tSpUxQpojlCU5Ik+vTpw4YNG7SuSUxMpH79+kb5tC5GvwtvkpiRSKcNnQgKC1LvC3APYHff3bjZidLIwrtLV6RTbXE17sZkrdhXpVgVLn5yEXNTcz1HJuSGrnOIWW5vULFiRapXr57tMWtrazw9PbM9VqGCGPErFCxRKVG0WdOGy88uq/e1LdeWTT02YWchlhoWcsbKzIqlHZcSuCKr2tz1qOv8fOpnpjSaoufIBEOW6+73sWPHvtd1o0ePzm3TgmAwHiU8otHyRhoJfYD/AP7p/Y9I6MJ7a+TZiGEBw9TbB0IOoJJUeoxIMHQ6LT7TrFkzDh8+rKvb64Xofhf+617MPVqsasHjxMfqfePrjeenlj9hItNJ0UahEIlPj6fOn3UYVXsUI2qOELMmjJzBF59Zs2bNe123du3a3DYtCHp3P+Y+gcsDNRL6jGYz+LnlzyKhC3nCycqJmyNv8lntz0RCF94q1z915s6d+17XiZXahILAw8GDSkUrqbcXtlvIF42+EEumCnnqxfQ2QXibXP9PuXXrFleuXNEa/Q6Qnp7O48ePtaawJSYmcvv27dw2LQh6Z2Nuw44+O2i/rj2Dqw1mYLWB+g5JKCQeJTyitGNpfYchGJhcv1M3MTF576cSpVKZm6b1QrxTF7KjklSiu13IF0kZSXxz5BsWnFvAwQEHRe0DI2Pw79RBFJ8RCo+zT85y4ekFrf0ioQv5pd+2fvx69leUkpLhu4aTocjQd0iCAcn1TyI7Ozvi4uJQqVTv/CsuLg57e/u8iF8Q8s358PO0WtOKlqtbZpvYBSE/fNP4G/WHSKWk1BikKQi5fqfu6+uLo2POVppydHTE19c3t00LQr5Jzkym/br2JGYkAtB+XXtCPg/B1kK8fhHyV80SNRlbdyx2FnZMbjhZvVSrIEAeJPUff/zxva774Ycfctu0IOQbOws7/uj4Bz039wTgz45/ioQu6M3sVrP1HYJgoHRafKYgEgPlCrfd93aTqcykS8Uu+g5FEAQjZPC134cNG0ZUVBTR0dFYW1tjZ2fH5s2bMTUVRRKEgqd9+fb6DkEQshUWH4arjasoS1zI5Xqg3NKlS7G2tmb79u3s37+fbdu2iYQuGL2olCi+O/qdqLMtGLwMRQbTj02n4sKKfHf0O32HI+hZrrvfbWxsiIqKUncnFHSi+73gS0hPoOnKplx+dpm+VfqyotMKo1nuUpIkwpPCiUmNQSWpMDMxo7RjaRytcjaYVTAes0/NZuKBiUBW5bkrw65QuVhlPUclvI6uc0iuk3rNmjW5cCHn03vatGnDvn37ctO0XoikXrClK9Jpu7atxnroG7ptoJdfL/0F9RYhcSFsu72NvQ/2cuHpBfUI/UDPQI49PAZAGecytPBuQc/KPWnq3VTMqy9AUuWpVF5UmbD4MACaeDXh8IDDolSxgTL44jMODg7vdd3Tp09z27Qg5CmlSkm/bf00EvrYumPpWbmn/oJ6DUmS2HVvFy1WtaDs/LJMPDCRw6GH1QkdICUzRf3nkLgQ/rj0By1Wt6DyosqsvrpavFooIGzMbZjfZr56OygsiA03NugxIkGfcp3UMzMz3+u6qKio3DatlpCQwOTJk2nevDlNmjShWrVq9O/fn3PnzmmdK0kSv/zyC/7+/gQGBlKrVi2GDBlCREREnsUjGB9Jkhi1dxTbbm9T7xvgP4DZrWYb5BPP9ajrdFzfkUOhh7I9bmdhh5mJGZamllrH7kTfYcD2AdReWpuLTy/qOlQhH3T07UjH8h3V2+P3j9f4gCcUHrnufrewsKBnz55YWFi88zUJCQls3749T2q/Z2Rk0Lx5c6ZNm0aLFi2ArAVjGjduzM2bN9m4cSNdurycfjRhwgSWL1/OmTNn8PHxQaFQ0KtXL65cucK5c+dwcXF5Y3ui+71g+vH4j0w5PEW93c6nHdt7bTfod+nt1rZj74O9AFRwrUD3it1pUaYF1YpXU79DlySJRwmPCAoLYtOtTey9vxeJl9/ypjJTpjaeypRGU8SynkYuNC6USosqka5IB2B8vfFiPrsB0nkOkXJJJpNJJiYmkkwmy9EvExOT3DYtSZIk7dixQwIkPz8/jf1z586VAMnf31+97/z585JMJpOmTZumcW5ISIhkYmIijRgx4q3tJScnS4AESMnJyXnyNQj6terKKolpqH/VWVpHSs4wnH9blUolpcvTtfafenRK6riuo3Qs7JikUqne6V53o+9Kvbf01vh6mYbUenVrKTY1Nq9DF/LZtCPT1P+mZt+ZSTejbuo7JOE/dJ1Dcv2kbmdnx5gxYzA3f/cnmri4OBYsWJAnT+q3bt2iadOmBAQEsGfPHvX+uXPnMm7cOBo0aMCJEycAGDFiBIsXL+bq1atUrVpV4z4BAQHcv3+fqKgorKxeX3ZRPKkXLIdDD9N6TWsUKgUAPkV8OPXxKVxtXPUcWZZnyc8YtH0Qno6eLOm4JM/ueyT0CIN3DFYPrgLwdfFlb7+9eDt751k7Qv5Kk6dReVFlQuNDAWju3ZwDHx4wyFdIhZXBj34PDAzk2LFjOb7Ow8OD8PDw3DT9Rh06dGD37t2sX7+e3r17A1ChQgXu379PZmam1lz6gQMHsmrVKk6dOkW9evVee1+R1AuOW89vUf+v+iRkJABQ1KYoZ4acoYxzGT1HluVm1E2ar2pOZEokAP/0/ocPfD/Is/snpCcweMdgjXEExe2Ks7//fqq4VcmzdoT89c+df+i8sbN6e3OPzXSv1F1/AQkaDH70+/sWmnF11d2T0OrVqzl8+DBz585VJ3SFQkFISAhOTk7ZxvwintDQ0HduJyUlReuXYBwikyNpt7adOqFbm1mzq+8ug0nokDUNzd3eXb39z51/8vT+jlaObOmxhWmNp6n3PUt+RpOVTbgccTlP2xLyzwe+H9CmXBv19vj940mVp+oxosItv/NErpN6fHz8e13n7++f26Y1PHv2jKZNm1K9enVGjx7NH3/8wZgxY9THExISkMvlWFtbZ3v9iy732NjYd27Tzc0NOzs7jV+C4UuTp9F5Y2ceJjwEQIaMdd3WUdujtp4j02Rtbs3mHpspalOUhe0W8ucHf+Z5GzKZjKlNpvLXB3+p567HpsXSYnULrkVey/P2BN2TyWTMazMPc5OsV6KPEh4x68QsPUdVeP03R7i5uem0vVwn9du3bxMTE5Pj61atWpXbpjUUL16cI0eOcPnyZU6dOsX48eNp1qwZkZFZXZdpaWkAmJllX+7+xTunhISEPI1LMCySJPHxjo858+SMet/sVrPpXKGz/oL6f9m9CStXpByho0MZWWukTt+LDq4+mA3dNmAqy+rFik2LpeXqltyPua+zNgXdKe9SnrF1x6q3Z52cRWjcu/dCCsYrT+ap9+jRg8uXL2f7Q0kfKlSowIwZMzhy5AgdOnRAqVTi7Oz8xmuSk5MB3jhI7r8iIyNJTk7W+CUYtu+Pfc/6G+vV28MChmn88NOXkLgQav9ZmxtRN7SO5dcSrz0q92BD9w3qJ/aolChG7hmZL20Lee+rwK9wt8t6fZOhzGDCgQl6jqhw+m+OePGgqSu5TurTp0/H39+f2bNn88EHH9CrV688GdWeW61atQLgwoUL7NmzB1tbW2xtbVGpsq+ilZSUBPDW5P+qF/d89ZdguLbe2srUoKnq7ebezVnQdoHeRwZfeXaF+n/V58LTC3RY14HIZN1+079J90rdWd5pOQAB7gGs7bpWb7EIuWNvac+sFi+73bfd3sahkOyLFQm6k995ItdLr06ZMuXtJ+nQ9OnT2bdvH4sXL8bPz0+9/9X3Frdv36Zjx454e3sTFhaW7X2io6MB8PX11Wm8gn5cfXaVAdsHqLd9iviwucdmvReXOfHoBO3XtVdX/3qY8JC9D/YyqNogvcU0wH8AdhZ2tCrbSizjaeT6Ve3H7xd+5/ST0wCM3jeaK8OvYGaS6x/9goEy+lUdfvzxR06ePMnSpUs19r864K106dIAtGvXjuTk5GxHuF+9ehU7OzuqV6+u24AFvVh4fqF6BLCjpSM7++zE2frde2V04UDwAVqtbqVO6KYyU5Z3Wq7XhP5C14pdRUIvAExkJsxvOx8ZWb1RN5/fZMmFvKt3IBie907qN2/eZNasvB1RGR0dzUcffZSja6pWrYqDgwMdO3bU2H/06FEg64n9gw+y5vZ27doVgE2bNmmce+bMGR4+fEivXr2wsbF53/AFA/Z7+9+Z1GASpjJTNnTfgK+rfntkdt/bTcf1HUlTZA3gtDS1ZFuvbQaR0F8nPDGcv2//re8whByqWaKmxv+rb4K+ISkjSX8BCbqVm3J0S5YskQYNGpQnpe4uXbok1a5dW7p9+3aOrjt79qzUvXt3KTg4WL0vOTlZqlmzpmRnZycdO3ZM4/zu3btLTk5O0vXr1yVJkqTU1FSpcePGkoeHhxQTE/PW9kSZWON2N/quvkOQdtzZIZl/Z64u52n7g610OOSwvsN6ozOPz0jus90l8+/MpeMPj+s7HCGHIpIiJPsZ9pLfIj/pYPBBfYdTqBl8mdhNmzbx5Zdf8vnnnzNo0CDs7e1zdP2NGzf4/vvvefDgAVu2bMHbO+clKh8+fMjPP//M/fv3kcvlxMTEULNmTb788kvKlNEsJiKXy5k5cyabNm3CwcGBmJgYqlWrxsyZM/Hy8nprW6KinJAbu+7touvGrshVcgAcLB3Y228v9UvV13NkrydXyin/W3l1SVk3WzdufXqLItZF9BuYkCNXnl3Br5ifeJ+uZwZfJhbg0aNHTJw4kb1799KsWTOaNWuGv78/JUqUwNnZGScnJ3WyjYmJITQ0lKCgII4cOUJERAQTJ05k7Nixr51DbkhEUjcOV59dJSolipZlW+o7FLV9D/bRaUMnMpVZyxU7Wjqy/8P9Blf0JjunH5+m8YrGSEjMazOPETVH6H3WgCAYI6NI6i/cvXuX1atXs2vXLm7cuJHtvHVJkrC1taVBgwb06NGD3r17G1ViFEnd8MWlxVFzaU3C4sP4vun3TG44WT33Wl8Ohx6m/br26mUxHSwdOPDhAaNI6C+subYGLycvGpZuqO9QBMFoGVVSf1VSUhL37t3jyZMnJCcnY2pqipOTE15eXvj4+Lx3zXh9E0nd8PXY3IMtt7YAWSVgzw89T0CJAL3Fc/rxaVqubkmKPKvms52FHQc+PEDdknX1FpMg3Iu5x7wz8/i1za96n9pZmOg6h+isv9ve3p6AgAACAvT3w1QonKY0nMKliEuExIUwvdl0vSb0a5HXaLeunTqhW5tZs6fvngKV0FMyU/Kt6p2Qe5Ik8b8D/+PXs7+iUCmo4FqBUXVG6TssIY8Y/Tx1Qfiv6u7VufjJRX5s/iOTG07WWxzBscG0Wt2K+PR4ACxMLfin9z808mykt5jyUoYig8/3fk6dP+uIVcCMiEwmIz49HoVKAcC0o9PU/0cF4yeSulAgOVk56fVd+rPkZ7Rc3VK9FrqJzIQN3TYY1MC93MhQZBC4IpAF5xZw8/lNRu0RT3rG5Ptm32NnYYenoyeL2i3C0dJR3yEJeUQkdcHoKVVKMhQZ+g5DLSE9gTZr2hAa/7Jy4V8f/EWXil30GFXesjSzJLB0oHp72ZVlrLm2Ro8RCTlR3K44+/vv585nd+jl10vMZChARFIXjN70Y9Opv6w+D2If6DsUAE4+Pqmx2trPLX826Epx72tG8xkaYwOG7xrOvZh7eoxIyIl6pephZfbuq1IKxkEkdcGoHQk9wrdHv+VSxCVqLKnBiUcn9B0S7XzasbPPTmzMbZhQbwIT6hfMJS/NTc3Z0G0DzlZZNfRT5Cn02tJLPW1PEIT8J5K6YLSepzyn37Z+SGTNyixmW4yqblX1HFWWtj5tuTr8KrNa5u36CIbG08mTZZ2WqbevPLvC/w78T48RCe8rIimC749+j0rKfnlqwTiIpC4YJUmSGPTPICKSIwAwNzFnY/eNOFg66Dmyl8oVKaf3ojf5oXOFznxW6zP19oJzC9hxd4ceIxJyQpIkvj/6PT4LfPgm6BvWX1+v75CEXCj4P3GEAmn+2fnsub9Hvf1Ty5/0Nh99z/09fL73c/UUocLo51Y/4+/mr97+6J+PeJL4RI8RCe9KJpNxLeqaupbClMNTxCsUI6aTpH7y5Eld3FYQgKy67v87+LKLt71Pe0bXGa23WHpt6cWCcwvotKFToV3S0srMig3dN2BjnrV0cWxaLB/+/SFKlVLPkQnvYmbzmZibZFWVe5TwiPln5+s5IuF96SSp9+7dWxe3FQRS5an02dpHvSiKu507yzst19uUnGlHp5GcmQzAsYfHeJjwUC9xGIIKrhWY3+ZlMggKC2LmiZl6jEh4V2WLlOXTWp+qt2ccn0F0arQeIxLel06Senh4OEOHDiUhIUEXtxcKsYn7J3I7+rZ6e1WXVRS1Laq3eNZ2XUvXil0xkZmwqfsm/Ir56S0WQzC4+mB6Vu6p3p4aNJXTj0/rMSLhXX3d+GucrJwASMhIYPqx6foNSHgvOknqZmZmlCpVihEjRjBy5EiuX7+ui2aEQmb3vd0surBIvT2h3gRalGmhx4jAxtyGzT02c/yj47T1aavXWAyBTCZjSYcleDp6AqCUlPTd1peEdPEB39AVsS7Cl42+VG8vOr/IYGo/CO9OJ6u0LVu2jMGDBwMQFhbGwoULuX//Pv3796dr166YmBjv+DyxSpt+RKVEUeX3KkSlRAFQrXg1znx8BkszSz1HJmTn1ONTBC4PRCllvVPv49eHtV3XisplBi5dkY7vb748SngEQM/KPdnYfaOeoypYdJ1DdJJdXyR0AC8vL37++WfWr1/P8+fP8fPz44cffuD58+e6aDpfxafHk5SRRJo8rVCPfNY1SZL4ZOcn6oRuZWbFuq7r9JLQ/7nzD5cjLud7u8amfqn6TG08Vb29/sZ6Vl9brceIhHdhZWbFD81+UG9vurmJs0/O6jEi4ydJEnKlnJTMFBLSE4hLi9NpezpbT/1VSUlJLFu2jIULF/LgwQPs7OyoV68e7u7ujBkzhmrVquk6hDzz6qcspgAWL4+ZyEywMrPC2swaWwtbbM1tsbe0x8HSAScrJ5wsnShiXQQXGxdcbVxxs3WjmG0xSjuWxs3OTS9fjzFYdnkZH+/4WL29oO0CPqv92Ruu0I2LTy/SaHkjZDIZqzqvolulbvkegzFRqpQ0XdmU44+OA1nryF/65BI+Lj56jkx4E5WkouYfNbn8LOvDa6BnIEEDg0QvC1kLGe25v4eolCiiU6OZUH+C1sNFvb/q8TjhManyVNIUaWQoMtQFsgDIBGZk/VEXT+o6SeqtW7fm33//5e7duyxYsIBVq1aRnJxM2bJl+eyzz/joo49wcHAgJCSE2bNnA/Dbb78ZRbf8m5L6++pXpR9rumouhnEz6iYHQg5QxrkMvi6++Lr65r4hIxQWH0aV36uoR5i3KtuKvf325ntRl2fJz6i1tJZ67nUR6yIEfx6sHlgkZO9xwmOqLq6qXtozwD2AUx+fwsI0D75xBJ05GHKQlqtfrii4s89OOpTvoMeIdCsuLY7guGCCY4MJjQ8lLD6MhIwE1nfTLMSTkpmC3Y926u0nY5/g4eChcY7Xr15vngWj46Rulqd3+3+HDx8mMDBQPV+9ZcuWjBo1inbt2ml82itTpgyLFi3in3/+YdSoUSxcuFAX4Ri84nbFtfYFhQUx9t+xADTxasKRgUc0jsekxnAj6gZ+xfxwsXHJlzjzm0pSMWj7IHVCd7JyYtkHy/I9oWcqM+m2qZs6oZvKTNnYfaNI6O+glGMp/uz4J903d8fcxJw+fn0wM9HJjx0hD7Uo04JWZVuxP3g/AJMPTqZtubaYmpjqObL3J0kSjxMfcyPqBjejbnIn+g53Yu5wL+bea6fvrei0QuNJ/EUP7ItCPTFpMVpJ3c7CDn3SyXeXUqnkypUrjBgxglGjRuHr+/qnzMzMTNq0acMvv/yii1B06vHYx1jZWKFQKchUZpKpzCRdkU6aPI0UeQrJmckkZSSRmJFIfHo8celxxKbFEpMWw/OU50SlRPEs+Rnudu5a9371k14553Jax4+EHaHH5h5A1lxt/+L+VC9enerFqxNQIgBvJ2+j7y6bf3Y+Rx8eVW8vbLdQ6xsoP4zaM4pTj0+pt+e0nqP3UffGpFulbnzX5Dva+bTTW9U/IedmtZjFgeADSEjcfH6TlVdXMrj64LdfaAAUKgW3n9/mUsQlLkVc4krkFa4+u0pCRs5mYTxJfELZImU19gV6BpKhzMDVxjXbVe6WdlyKQqXAxtwGG3MbLM0ssTC1wMLUAjMTM9JS0yg5o2Suvr430UlSd3R05N69exQt+vb5wwEBAVhaWuLo6KiLUHTK2doZW5vcd51k9wakvEt5WpdtTUhcCBVcK2gdvxl1U/3niOQIIh5EsO/BPvU+F2sXannUoo5HHeqVrEfdknVxtDKev+O70Xf54tAX6u3ulbrTx69Pvsex5MIS/rj0h3p7cLXBjKo9Kt/jMHZfN/5a3yEIOVSteDX6Ve3HmmtZrwanBk2lj18frM2t9RxZ9iRJYsqhKZx4fIJLEZdIlafm6Hpbc1vKFilLGecyeDl64enkme3PzD399mRz9Uv1StV74/EUVUqO4sopnST15s2bv1NCB6hVqxb37t1Tv1svjLJ7oh5SYwhDagx57TUqSYWzlTNx6dmPpIxJi2Hfg33qRC9Dhl8xPwI9Awn0DKSxZ2ODHpwXnx6Pm60bDxMeUsy2GL+3/z3fex5OPjrJqL0vE3jdknVZ1H6R0feACMK7+r7p92y6uYlMZSZPEp/w27nfmNhgor7D4mF81s+FVz9gyGQyDoQc4GLExTdeW8qhFJWLVaaia0UquFaggmsFyruUx83WrUB8b+fL6PdXpaWlYW1tmJ/03oUhzVOXJImI5AiuRV7jyrMrXH52mYtPLxIcF/xO11cqWonm3s1pUaYFTb2aYm9pr+OIcyYxI5GJ+yfS1qctnSt0zte2nyY9JeCPAJ4lPwOyxj1c/OQiJexL5GscBVWGIoPJBydTyrEU4+qN03c4whuM+3ccc8/MBbLGtYR8HoKztbPeYtl+Zzuh8aHs6btHq+DT53s/Z8G5BUDW2JfKxSpTw70GNYrXoFrxalRxq6L3sTC6ziE6SeoxMTEMHDiQ1NRUdu7cqQ46PT2dgQMHEhgYyKeffvqWuxgmQ0rqrxOXFseFpxc4G36W009Oc/rx6dc+0b+wrus6+lTJ/+5tQ5SpzKTpyqbq9+jmJuYEDQqifqn6eo6sYAiLD6Prxq5cfnYZcxNzTg4+SS2PWvoOS3iN6NRoys4vS2JGIgCTG0zmxxY/6rRNSZJQqBSYm5pr7P9g/QfsvLcTgIn1J/JTy580jp98dJJz4eeoU7IO1YtXN8hXBUZZfGb69OncuXOHo0ePEh4ert5vZWXFxo0bSUhIYNOmTbpoWiDrXX/Lsi35KvArdvfdTfT/ork18hZLOiyhX5V+eNhrDzZrXqa51r5F5xfx74N/1YunFBbj/h2nMTBuftv5IqHnIXsLe3UhIblKzowTM/QckfAmrjauTKz/sst93tl56n+/vJSpzOTfB/8yYtcISs0txbrr67TOeXWAakhciNbxBqUbMLbeWOqXqm+QCT0/6ORJvUWLFqxcuZK7d+/SrFkzreMqlYpOnTqxc+fOvG5a54zhSf1tJEkiOC6YQyGHOBh6kLi0OA4OOKhxTqo8FZefXEhXpONg6cCxQcfwL+7/mjvmjR13d1CteDVKO5bWaTtvsvrqagZsH6DeHlxtMH9+8GeBeNdmSI49PEbTlU0ZFjCMX1r9Umh/ABuLlMwUys4vi5udGz82/5G25drmyfdEhiKD/cH72XxrMzvu7tAYnd69Unc299iscf6jhEcEhQXRzLsZJR10N4Jcl4yy+7158+YcOnTojec0a9aMw4cP53XTOlcQkvq72HF3B502dALAwdKBqAlRWpWTFCpFns05DokLocrvVTCVmfJzy58ZGjA03+ejX3l2hXp/1SNdkQ5AzRI1Of7R8WynrQi5dyf6TrYzOwTD9CD2AWWcy+T6+1KpUnIk7Ajrrq9j2+1tr51m5mTlxPOJzwtcXQNd5xCd/G0lJSWhUqleWyEuJSWlQNR+L8iKWBehk28n9gfvp0P5DloJ/VnyMyotrESnCp3oX6U/TbyavHdhCkmSGLZrmHoKyldHvqJH5R4UsS6S66/jXcWnx9NtUzd1QnexdmFLjy0ioeuQSOjGpVwR7XoZOXE98jqrrq5i7fW1RCRHZHuOlZkVrcu2pnOFzrT3aV/gEnp+0MnfWEBAAGPGjGHevHlaXTSZmZkMGTKEunXr6qJpIY80LN2QhqUbkipPVZf4fNWmm5uIS49jxZUVrLiygpIOJelfpT+Dqg16r5K2/av05+LTi8SlxzG/zfx8TegqScWAvweo39HJkLGu2zo8nTzzLQYhy+WIy5QtUhYHSwd9hyLkgYT0BNZdX8eyK8u48PRCtudYm1nT0bcj3St2p51PO2wtCmbvZ37RSff7kydPCAgIwNbWli5dulC+fHlkMhl37txh8+bNpKamcvHiRby8vPK6aZ0rLN3vb9N0ZVOCwoKyPVa/VH0GVxtML79eOSqZ+Cz5GauvrmZC/Qn5+g575omZGoVuvm/6PV8FfpVv7QtZvTW/X/idsf+OpZNvJzZ23yjGMRi4kLgQtt7aqjVvXZIkzoWfY/HFxWy8sZE0RZrWtWYmZrQp14a+fn3p6NtR76VV85NRvlMHuHz5Mj179iQ4OFj9zSlJEh4eHmzevNlon9RFUs+SkpnCjrs7WHt9Lfse7FOvm/0qOws7+vr1ZXjN4VR3r66HKN8uKCyI5quao5JUALT3ac+OPjvy/X1+Ybf55mZ6bump3p7XZh6f1/lcjxEJr5OuSGfcv+NYeimrHOqRgUdo4tUEgG23t/HD8R+4FHEp22trlqjJQP+B9PbrjauNaz5GbTiMNqkDyOVy/v77b86ePYtSqaRGjRr06NFDFJ8pYKJSolh3fR3LryznWuS1bM+p7VGbkTVH0suvl0G9p771/BbdNnXjTvQdvJy8uPjJxXzt+heyKFVK2qxtw8GQrFkY5ibmHB109K0lN4X8J0kSjZY34uTjrAW7AtwDODf0HCYyE2afms3EA5pP7i7WLnxY9UM+rvExfsX89BGyQTHqpP4mDx8+xNPT+N5ZiqT+epIkcfnZZf669Bdrr6/NdlSrq40rQ2sMpW25tsw+PZs/Ovyh93K1yZnJfLrnU0bVHkXNEjX1GkthFpUSRfUl1Xma9BQAD3sPLg27RDHbYnqOTPiv049PU39ZfZwsnahXqh5/dvyTEg4liE2LpeSckqQp0mhUuhEjao6ga8WuWgNtC7MCm9Tr1avH6dOn9dF0roik/m5S5alsurmJJReXcObJmdeeV9KhJP/0/oca7jXyMTrBUJ18dJImK5ugUCmArGWHD3x4QIyCNhCSJHEk7AgzT8zkQMgB9f4a7jU4P/Q8JjIT1l5bi39xf/FU/hpGm9RjY2M5d+4cz58/11qFLC0tjfHjx5OcnKyLpnVKJPWcu/LsCovOL2LNtTXZDppZ1XkV7cu3x9HS0ajXaxbyxvyz8xm9b7R6e1zdcfzS2viWZi5IJEli572d/HD8B86Fn8v2nI3dN9Kzcs9sjwkvGWVSP3bsGJ06dSIxMTHbZUUha0UdpVJ7cJWhE0n9/cWlxbHs8jJ+O/8bYfFhAExqMImZLWbSbVM3rkVeY0K9CQysNlBn790fJzzmw78/ZFH7RVQqWkknbQi5I0kS/f/ur1EmdE2XNfSr2k+PURVOKknF9jvb+e7od1yNvPrGc31dfLkx8oboVXkLo0zq9evXp3z58nTu3BlnZ+3VfFJTU+nbty9xcW9eZMQQiaSeO5tvbqaYbTEUKgUymYymXk0JiQvBZ4EPEln/Fbf13EaXil3yvG25Uk7TlU05+fgkNuY2LO24lL5V+uZ5O0LupcpTqfdXPfXASyszK058dIKAEgF6jqxwkCSJHXd3MDVoarbJvGWZlkxuOBl3O3f8fvdTzx5Z3mk5g6oNyudojYtRVpRTKpWsWLHijedUqiSekgqbZ8nPGLpzKAkZCQyuNpifW/2MTCbj6MOjyGQyJEnC18WXThU66aT9AyEH1CN2U+WphW6hGmNiY27D9l7bqbm0JrFpsaQr0um8sTPnhpzD3d5d3+EVeH9e+pNPdn2itb+Tbye+bPSlxqp6/av2Z9XVVQB8e/Rb+lbpi4WpRb7FKmjSyWRcV9e3zz/cv3+/LpoWDNjEAxPVI+K33t6qTqqDqw/m/qj7jKw5kq8Cv9KaI/406SlTDk3heUruSgu382nHjt47KGJdhAH+A8QThYHzdvZmU/dNmMqyxlk8SXxCl41dSJNrj8sQ8lafKn005pF3rdiVK8OusL33dq1lcqc2nqrucg+LD+OvS3/la6yCJp0k9caNG3P06NE3njN27FhdNC0YqKCwINZcW6Pe/qHZDxS3K67eLuNchoXtF9K/an+ta386+RM/nvgRr3leTDowKVfJvaNvR64Mu8Kidove+x5C/mlepjlzW89Vb58NP8tH/3yk7u4Vci84Nlir18rOwo4vGn7BB74fcHnYZbb23PraVRrLOJfh4+ofq7enH58uPnjpkc5Gv0+ZMgU3Nzd69OhBiRIlNI6lp6dTvnx5Hj16pIumdUq8U885uVJOtSXVuPX8FpBVrOLskLPvNNI9IimCMvPLqBdaAbA1t2V0ndFMqD8BZ2vtMRtCwSJJEiN2j2DJxSXqfVMaTuGH5j/oMSrjF5cWx/fHvue3c78xu9VsrQp+kiS9c6neJ4lPKDe/HBnKDADmtJrD2HriwS07us4hOnlSr1atGlu2bGHKlCmUKlUKU1NTjV+2traEh4fromnBAM07O0+d0GXI+L397+88dc3e0p5pjadpdAWmyFOYcWIG3vO8+f7o9yRlJL32+lOPT4mnOiMnk8lY0HYBLcq0UO+bcWIGSy8u1WNUxu+bI98w98xc5Co53x39joR0zWJROam9X9KhJMNrDsfMxIzhAcPpUblHXocrvCOdPKmXLVsWpVJJ48aNs11+NTU1la1bt6JQKPK6aZ0TT+o58yTxCRV+q0CKPAWAYQHDWNxhcY7vk5yZzMJzC/n51M/EpMVoHHO1ceWLhl8wstZIjalwR0KP0HxVc9r6tGVl55WFttZ0QZGQnkCDZQ24+fwmAKYyU/7p/Q/ty7fXc2TG6VnyM3wW+JCcmUxpx9Js77U9V2s0PE95TnJmMt7O3nkYZcFjlFPaGjRowNSpU2nVqtVrz6levTqXL1/O66Z1TiT1nOmztQ8bbmwAsmpA3/3sLi42Lu99v6SMJOadncfsU7O1ytCWcijFt02+ZYD/AGLTYvFf7K9et7mxZ2OCBgW9d7uCYXiU8Ii6f9ZV/7tam1lz7KNjorzvWzxNeoq7nbvW0/e8M/NIU6Qxpu4Yg1qToSAzyqS+e/du6tSp88ZR8Nu3b6dz58553bTOiaT+7o6GHaXJyibq7T86/MHQgKF5cu+4tDh+Of0Lv575Vd0L8EJF14rcjr6t3jY3Mef0x6fFHOcC4sqzKwQuDyQpM4nGno3Z0WeHWH/9NTIUGcw+NZsfjv/Ais4rRMU3A2CUSf1VISEhJCcnU7VqVQCePn2qNXDOmIik/m4UKgXVl1TnRtQNAGqVqMWZIWfyfEnTyORIZhyfwe8Xfkeukmd7ztzWcxlTd0yetivo15HQI/x+4XdWdl6JtbnxrvqoSwdDDjJy90jux94Hst573/n0DrYW+fMzSyWp+Pv23zQv0xwnK6d8adMYGOVAOYDNmzdTtmxZfHx86NIlqzqYUqlk9uzZTJ06VVfNCgbi9/O/qxM6wIK2C3SyRrmbnRvz2s7j3qh7fFj1Q2Rodi86Wjpy5skZQuNC87xtQX+aejdlU49NIqFnIzI5kr5b+9JydUt1QoesWSh3Y+7mSwx77++lxpIadN/cnbmn5779AiHP6CSpb9++nX79+lG9enXmzJmDi0vWO1RTU1P19rJly3TRtGAAolOj+SboG/X2R9U+ok7JOjpt08vJi1VdVnFj5A1G1hyJh70HlVwrkZCRwMabG6m4sCKPEx7rNAZB/049PsW9mHv6DkMvVJKKPy7+QYWFFVh/Y716v4nMhFG1R3H3s7v5thriufBz6vKyc8/MJTYtNl/aFXSU1GfNmsU///zDli1bGD16tLqr4YXPP/+cbdu26aJpwQB8dfgr4tPjAXCwdODH5j/mS7tJGUlUKlqJhe0X8mTcE3xcfNTHOvp2pJRjqXyJQ9CP049P03pNawKXB2r0EhUGd6Lv0HhFY4btGqb+3gOo7VGbC0MvML/tfBytHPMtnjF1x+BslVVDolXZVqTKU/Ot7cJOJ0ldJpPRtm3bN56TkZGhi6YFPbvy7Ap/XPxDvT218VTc7Nx03u6GGxvwWeDD/uCX5Ye39drGys4rKetclpnNZ2pdI37QFByxabG0W9eO5MxkIlMiabe2HRmKgv8zJlOZyfRj0/Ff7M+JRyfU+x0sHVjYbiGnBp/K1TS19+Vo5cjSjku5POwyW3puoaRDyXyPobDSSVK3sHhzMX+FQkF8fLwumhb0SJIkxuwbo15tzdfFl89qf6bzdsPiwxi2axiRKZG0XtOaxRey5sGbyEwY4D+Ae6PuUbZIWa1Yu27sSod1HbgbnT/vGQXdKWJdhF9b/4qJzARzE3P++uAvLM0s9R2WTp0PP0/NP2ry9ZGvNcq8dq/Unduf3mZkrZHvXORJF7pV6ka14tX01n5hpZNV2kqUKMGyZcsYPHiw1jGVSsWECROoX7++LpoW9Gjb7W0cffiy5v/c1nN1vlqTQqWg37Z+JGYkAllPKK3LttY4J7sBensf7OXf4H8B+Df4X0bVHsU3jb8Ro3SN2MBqA7GzsENComXZlvoOR2fS5GlMDZrKL6d/0aiW6GHvwaL2i/jA9wM9Rifom06S+jfffEOdOnVYvXo17dq149mzZyxatIiQkBA2bdqEXC43ysIzwuulK9KZcGCCerudTzva+rz5FUxemH5sOqcen1Jv/97+93eqaLXt9ssxHQqVgrln5rLm2hpmNJ/BR9U+0usTjvD+ulXqlu3+5ynPsbWwxcbcJp8jylsnHp1g8D+DNUa1AwwPGM7MFjPz9b35+3ic8FiMbdExnc1TP3bsGP369VPXeH+xXra3tzdbt26lWrVqumhW58Q89ewdDj1MmzVtkKvkmJmYcWPEDXxdfXXa5olHJ2i8orH6aWWA/wBWdl75TtdKksTW21uZsH8CDxMeahwLcA9gQdsF1CtVL89jFvJfpjKTpiubkpSRxKYem6jgWkHfIeVYSmYKUw5NYcG5BerXWwDlipTjz45/0tirsR6je7sTj04wNWgqZ5+cJWxMWKEu2WzUxWfS0tLYvHkzly9fRiaTUbt2bbp27frWd+6GTCT113sQ+4CJBybi5ejF3Da6nZsanx6P/2J/HiVkrfRXxrkMV4Zdwd7SPkf3SZOn8cvpX/jxxI9aA+cG+A9gZvOZuNu751ncQv4bvXc088/NB8DG3IbZLWczvObwHC1Yok8qSUXAHwFceXZFvc9EZsK4uuP4tum3Bt/7kCZPo/SvpYlOjQZgcoPJ/Ngif2bEGCKjTuqvk5SUxL179wgIyJuynXFxcUybNo0bN26QkpJCXFwc7du354svvqBo0aIa50qSxJw5c1i1ahWOjo6kpaXh7+/P999/j7v72394i6T+dkqVUqfd15Ik0XdbX3VNeVOZKScHn8zVXPgniU/434H/aczvBbC3sGdq46l8XudzzE3NcxW3kP8kSWL8/vHMPaP5IbOJVxMWt1+s896kvLLkwhKG7x4OQKWilVjeaTm1PWrrOap3N+vELCYfmgxkLZ1cmJ/WdZ5DJD04ceKEFBgYmCf3iomJkWrVqiUdPHhQve/69etSyZIlpWLFikl3797VOH/8+PFSkSJFpHv37kmSJElyuVzq2rWrVKZMGSk6Ovqt7SUnJ0uABEjJycl58jUIObP66mqJaah/TT86Pc/ufSzsmFRtcTWN+zMNqeJvFaWDwQfffgPBIP1z5x/JZZaLxr+p+Xfm0rh946TolLd/3+ubSqWSWq9uLU05OEVKl6frO5wcS8pI0vj7n3xgsr5D0htd5xCdPKl/9913b/oQwZ49e4iPj+fu3dxPJZowYQIVKlRgyJAhGvv//vtvunbtSr169Th1Kmsg1YULF6hduzZTp07VKFUbGhpKuXLlGDZsGIsWLXpje+JJ/SVJklBJqnwdVBYaF4r/Yn+SMrPWUG9UuhFHBh7J0xiUKiV/XPyDLw9/SVx6nMax7pW6M6fVHDHYxwg9S37GiN0j2H5nu8Z+ewt7Pq31KaPqjKKEvX7XpUjMSGTG8RlMaTRFa5EalaTSSanl/PLj8R+ZcngKAHYWdoSNDsvVio3Gyii737NbQ/2/7O3tSUhIeOt5b1O1alXu37/P0qVL6d+/v3q/XC7HwcGB9PR0QkND8fLyYsSIESxevJirV6+qF5h5ISAggPv37xMVFYWV1euXIBRJ/aW99/cy6eAkZreaTauyr19mN68oVAoar2isHu3uaOnI1eFX8XTy1El70anRfHnoS5ZeWqoxOMnG3IavGn3FuHrjCvxc6IJGkiS239nOmH/HqMdjvGBmYkaH8h3o69eXNuXa5Hh8Rm79++Bfhu4cyuPExwwPGM7vHX7P1/Z1LSkjCa95XuqSsV82+pLpzabrOar8Z5QLujg4OHDy5ElCQ0M1fp0/f57p06fzySefEBISkidtVahQgfT0dKKiojT2m5ub4+ycVaYwMjISgCNHjmBiYkLlypW17uPn50dSUpKYaveOFCoFEw5M4HrUdVqvac1Xh7/SeZs/Hv9Ra/qarhI6gKuNK0s6LuH80PPU8Xj5vj5VnsqUw1OouriqRgU7wfDJZDK6VOzCnU/v8GPzH9WlTCHr//T2O9vpuaUnLj+50GBZA0bvHc3iC4vZdW8Xxx8e51LEJc6Hn+da5DWCY4OJTo1GqVLmSWxnw8/yODFrfYLFFxdz8tHJPLmvobC3tGdc3XHq7fln5xOXFveGK4T3oZMn9Xbt2rFnz57XHj9z5gzbtm3jp59+ynVbKpWKiIgIPDw8NPanpKTg5OSEJElERETg7OyMjY0N9vb2xMTEaN1n/PjxzJkzh7Vr19K3b9/Xtvfqp6zIyEitT1mF5cn9cOhhmq9qDoAMGZeGXdJp9aizT87SYFkDlFLWD9D+VfuzustqnbX3XypJxcorK5l0cBLPU5+r9+dkGp1geBIzEllyYQm/nf9N68k9OxVcK3An+o7GPhkyXGxcKGFfAk9HT8o4l6G8S3kqFa1ElWJV3rmLOVOZSc0/anIn+g5fBX7FFw2/KHCDMxMzEvH61Uv9WuubwG/4tum3eo5Kt1JSUrS23dyySmcbTff7u2jSpAlBQUE6u/+SJUsYPnw4PXv2ZOPGjcTExODq6oqHhwdPnjzROv/LL79kxowZLFiwgM8+e31p01eTenb09NepFxefXmT8/vF4OXmxovMKnbWTnJlM9SXVeRD7AABPR0+uDr+ql0IbcWlxfH3ka36/8Dt2Fnbc++xevtS2F3RLqVJyIOQA666vY9e9XVpjKV4o71I+x6vAlXIoRW2P2tQrWY9Gno2o4V6D4NhgSjuW1lo69lrkNUxkJvgV83vvr8XQfX/0e/Uqjo6WjoSNCSvQlRzfNHVSF0ldJxXl3qlhM901nZKSwowZMyhVqhTz5s0DsubMv6ndF3/xefGev7AIKBHAkYFHSFek67Sdcf+OUyd0E5kJq7us1lvlLGdrZ35r9xsfV/+YkLgQrYQuSRLnn543qulGApiamNKmXBvalGuDQqXgcsRlzjw5w9XIqwTHBfMs+RlJGUkUsSqCi7ULGcoMUjJTNMZavM7jxMc8TnzM1ttbNfZ/1egrvm/2vca+qm6aY30KolF1RvHL6V9IyEggISOB+Wfn803jb95+ofBOdJJZHz16fTdWZmYmJ0/q9l3RyJEjUalUHD58mOLFiwOo36+/TnJyMsAbB8n9V3bd74WNTCbTetrISzvu7mDppaXq7ckNJtPIs5HO2ntX1d2rZ7v61aabm+i9tbcYJW/EzEzMqOVRi1oetd54nkpSkZyZTHRqNJHJkTxOfExYfBjBscHcjbnLjagbxKRpv+p7YdbJWfSt0peKRSvm9Zdg0JysnBhdZzTfHcuaJfXrmV8ZU3eM1mj/guJFbnnh1e53XdBJUvfy8npjl4OlpSW7du3SRdP88ssvXL58mdOnT1Oy5Mvl/mxtbbG1tUWlUmV7XVJS1hSptyX/V724p6AbkcmRfLzjY/V2gHsA05pM019Ab5GUkcS4/VkDgbbc2oIkSWzpuUXPUQm6YiIzwcHSAQdLB8o4l6EemmWFJUkiPCmcDTc2MP/sfPUguBd8XHwITwpXJ/WkjCS6bOxCH78+9PLrhZ3F61/zGbvRdUcz98xckjKTiEuPY9H5RUxuOFnfYelEfucInfWBDxkyhBIltOd8FitWjGbNmuHrm/eVnNasWcPu3bs5ceIEDg5Zn/oyMzMxNTXF1NQUb29vwsLCsr02OjqrhKEu4ioo7sXc47M9n/FDsx/e+hSTF5SSkirFqnAk7AjWZtas6brGoAcOxaTF4OnoydOkp1iaWjKrxSx9hyTo0fWo63x79FuNxYMga2Bdm3Jt2NNPczDx9jvbORR6iEOhh/jqyFc8GvPIoP+/50YR6yJ8VvszfjyRVS72l9O/MKr2KGwtxENSbukkqQcEBLBkyRJd3Pq1du/ezdatW9mzZ49GF/qMGTPo1asXFStWpF27dvz000+Ehobi7a25ktfVq1exs7OjenXtLlUhy5eHv+RAyAEOhBxgQr0J/NzqZ522V8K+BAcHHOTXM79iZ2Fn8AtxeDl5cWLwCVZeWUl8erzWGu4AMakxhbLgRmEhSRJHwo4w98xcdt3T7o1sXbY1v7T6hcrFtKfVrruxTv3nDj4dCmxCf2FcvXHMOzuPVHkq0anRLLm4hHH1xr39QuGNdDJPfcGCBTm+RqFQvHd7J06cYMuWLWzatEnrnfj58+cpWzbrh2vXrl0B2LRpk8Y5Z86c4eHDh/Tq1QsbG8NeHEFfzj45y5ZbL7uSA0rkTd3+tzGRmTCu3jg+CfgkX9rLLROZCR9V/4ix9cZqHdsfvB/PXz2ZeWImGYoMPUQn6EpwbDAzT8yk0qJKNF/VXCuhVy9enX399rGv/75sEzrA9KbT+bTWpzhaOjI0YKjW8SOhR9h4Y2OezYvXN1cbV0bUHKHe/vnUzzofdFsY6G1K2381aNDgvQbQXb16lcaNG1OsWDGtSnZKpRJTU1Pu3Hk5r7RHjx4cPHiQ48eP4+fnR1paGm3btuXBgwdcu3aNIkWKvLG9wlhRTpIkmq1qRlBYEJD1bvvc0HNGXbIyv2UoMqi6uKp6OlR5l/LMbzOf1uVa6zmygkuhUpCpzESpUiKRVdL4RWlj4J1Grr/K1tyWpMwkEjMSiUiK4G7MXS4+vUjQwyCtuesv+Lv5803jb+hcofM7f7+kydOwMrPSGJckSRK1ltbiYsRFKrhWYFrjafSo3MPovwefJT/De563Opn/1vY3Pq39qZ6j0i2jLBN77NixHJ2fmppKr1693ms6WZUqVbhx48Zrj3fo0IGdO3eqt+VyOTNnzmTTpk04ODgQExNDtWrVmDlzJl5eXm9trzAm9X0P9tF2bVv19oEPD9CiTAudtLXw3EIqFq1IM+9mOrm/vlyLvEaLVS00CtcAdK7QmTmt5uDt7P2aKws+laQiJjWGyJRIolKiiE6NJiY1hrj0OOLS4kjMSOTzOp9rPeF+9M9HHAg+QLoinZktZjKkhub6D5/v/ZwF53Lea/g6v7T6hd/O/UZofOhbz21Trg2j64ymddnWebLE63+/BwGqFa/GrBaz8qVEsy69+u9UyqEUDz5/gIWp8S7P/Ta6ziE6eae+b98+VqxYoS7P+jaSJL33f/zr16/n6Hxzc3O+/vprvv766/dqr7BRSSomH3w5KrVFmRY6S+gXnl5g9L7RKCUl4+qO44fmP2Bl9u5TDA1ZVbeq3P3sLt8c+YZFFxapnxa339nOvgf7mNRgEv9r8D+DXxv7fagkFeGJ4dyLuUdwXDChcaGEJYTxKOERTxKf8DTpKQrVm1+/tS/fXiupx6XFEZ4UDmQVKPovU1neLzT0pumblYtWpmflnvSv2p8yzmXytF1vJ2/6+PVhw40N6h6GK8+u0HpNa1qVbcWcVnNe261v6CbWn8jiC4uRq+SEJ4Vz4tGJAvehPj/pJKnPmDEDU1NTwsPD6dChA6amL7+5Dh06xJkzZ/j005ddLMnJyUycOFEXoQi5tPHGRq5GXlVvz2w+UyftqCQVg/8ZrC4Du/X2Vr5p/E2BSeqQVbhmQbsFDKkxhM/2fsaJRycASFek8+3Rb1l+ZTlzWs2ha8WuefJ0p0+rrq7icOhhbkTd4Hb0bVLlqbm6X1JGkta+V/9vZCoztY7rYvVAG3MbZMgoZlsMTydPqhSrQr2S9Wjq3TTPE/mrfF19WddtHV8FfsXUoKka41v2B+/Hf7E/I2uN5Lum3xlddbZSjqUYWmMoaYo0JjecTHmX8voOyajppPv9t99+w9HRkQ8//DDb4wsXLsTOzo6BAweq99WpU4ezZ8/mdSh5rjB1v8uVciourEhwXDAAPSr1YFOPTW+56v1dirjEh39/yO3ntzky8AiNvRrrrC19kySJddfXMfHARCKSIzSONfNuxrw28wy+VKhSpeR61HVK2JegmG0xjWO9tvRi082c/V+xNLWkmG0xitoWxcXahSLWRXCycsLR0pFefr2o4V5D4/ybUTeJTYvF0syS0o6lKW5XXON4YkYiafI0TGQm6l8ymSzrd7I+NOXkw5OFqQWSJGFhaqH3D10Xnl5g4oGJ6nEuLxSzLcbc1nPp49dH7zHmRG56a42NUb5Tb926Nf/+++8bz2nTpg379u1Tbz9+/JhSpQy/+lZhSupLLixh+O7hQFZX5s2RN/F11e08/jR5GgdCDvCB7wc6bcdQJGUk8f2x7/n1zK/IVXL1flOZKSNqjuDbpt9SxPrNgzf1Yey+say4uoL49HgWtVvEiFojNI6/unb2C+527pQrUo4yzmXwcvLC09GTkg4l8XDwoIR9CRwtHQvND/a8IEkSO+7uYPz+8eoP3i+0KtuKxe0XF+qxGobKKJP6u4xkb9iwISdOnMjrpnWusCT1NHka5RaU42nSUwCGVB/C0g+WvuUq4X3djb7LmH/HsO/BPo39RayL8F2T7xhWcxhmJvm/VINcKSdDmaFV3eyzPZ+x8PxCAPr49WFdt3Uax8+Fn2PjjY34FfOjcrHKVHCtUGDLgOpbhiKD2adm88PxH0hTpKn325jbMKvFLEbWGmn0o+QLEqNcTz0zM5PTp0+/9vitW7dITEzURdNCHll4fqE6oVuaWupswYWCMuc2t3xdfdnTdw87++ykXJFy6v2xabF8tvczqi2ulm9rt8uVcvbe38ug7YMoNrsY88/O1zqnuXfWsrumMlNS5Clax2t71OaX1r/wUfWPqO1RWyR0HbI0s+TLwC+5OfImbcu9HCGfKk9l1N5RNF/VnIfxD/UYYc5IksS+B/sYvmt4oVr1Mq/oJKl//PHHtG/fnt9//129OhpkFZhZu3YtzZo1o1evXrpoWsgDiRmJ6vKNACNrjdTJwiRbb22l9p+1uRl1M8/vbYxkMhkdynfgxogb/NTiJ+wt7NXHbj6/Ses1remwrsM7rfudU5IkcT78PJ/t+YwSc0rQbl07Vl7Nqoz3952/tc5vXqY5e/ruIW5SHP/0/ifP4xFyztvZm919d7O261pcbVzV+4PCgqi6uCprrq0x+CSZkplCraW1aLu2LUsuLuFAyAF9h2R0dNL9LkkS7dq1499//8XGxgYfHx/Mzc25desWaWlp1K5dm6CgICwtLfO6aZ0rDN3v3wZ9y7Sj0wCws7Aj5PMQitoWzdM2niU/w2+RHzFpMViaWrKqyyp6Vu6Zp20Yu2fJz/jy0Jcsv7JcPY3J3sKe+6Pu59ka7nFpcay+tpqll5ZyIyr7eg9WZlaEjws3yHf7QvaiUqIYuXuk1nKvfav0ZVXnVTqZGZBX2q5tq34NFegZyNFBR/UcUd4yyu53mUzGzp07mTx5MmZmZly9epULFy4gSRKjRo3i0KFDRpnQC4OY1BjmnJmj3h5TZ0yeJ3RJkvhk5yfqZSlNTUy1RjYLUNyuOH91+osLn1wg0DMQgC8bfZknCf3qs6sM2TEEjzkejN43WiuhW5pa0qVCFzZ028Dzic9FQjcyxWyLsbnHZtZ0WYOjpaN6v72FvUEndMj6Pw7QzqcdM5rN0HM0xkfnZWLT09O5d+8eCoWCSpUq5Wi9ckNU0J/UJx+czKyTWauLOVk5ETo6NM/nvS6/vJzBOwart7MbPS1oejHSuXW51lpz97fd3kaaPI0+Vfq8cUCUJEnsfbCX2admcyTsSLbnNCrdiAH+A+hRqQeOVo7ZniMYl4fxD/nw7w+JTYvl/NDzbyygYyjuRt/V+UwbfTHK0e8vpKamcubMGdLT02nXrh0qlYoLFy5Qu3ZtXTWpcwU5qUcmR1Jmfhl1oZAZzWbwRaMv8rSNsPgwqv5elaTMrGIircu2Zm+/vWIq03tKladSfkF5wpPCqV68Oss7Lce/uL/GOUqVkk03NzHjxIxsu9hdbVz5qNpHDKkxRBT+KKCUKiWRKZGUsNdeDluulBf4FeEMiVF2vwPMnj0bd3d3WrRowWeffQZkdcufOHGCTz75BJVKpaumhfc088RMdUIvalOUUXVG5en9X1SNe5HQnayc+PODP0VCz4Vfz/yqLpV68/lNjV4VhUrB6qurqbiwIn239dVK6AHuAazqvIrHYx/zU8ufREIvwExNTLNN6CuurKD2n7UJjXt7PXvBOOgkqS9dupTvvvuOoUOH8vfff1O8eFalJ5lMxrhx42jevDlz5sx5y12E/JSQnsAfl/5Qb3/R8Autucm59du53zS6fX9r+xslHUrmaRuFTc/KPelRqQcAo2qPwtPJE0mS2HVvF5UXVWbA9gHcj72vcU3H8h05Ougo54ee50P/DwtUKV7h3V14eoHhu4Zz5dkVai2txclHOV8lM79ceXbFqKbl6ZNOkvqSJUsICgpi9uzZdOrUSes9eq9evQgKCtJF08J7crRy5MLQC/Ss3BMPew+G1xyep/e/G32XSQcnqbe7VuxK3yp987SNwqhckXJs6rGJs0POMqXRFI6GHaXOn3XovaU34Ynh6vNMZCb0q9KPGyNusKPPDgI9A0UPSSG3P3g/GcoM9fZ/y+wagvPh52m3th3Vl1Rn+rHp+g7HKOgkqVtZWVGjxptHM6enp+uiaSEXKhatyMbuG7n16a08HUyjUCkY9M8g9ZrJRW2Ksrj9YpFU8pCzlTOD/xlMk5VNOP/0PCnyFI1FTkxlphSxLiJGsQtqUxpNYXWX1dhb2LOt1zbKFimr75C0XI+6zt4HewFYeXWlxgdVIXt6qR2YmppKfHy8PpoW3kFeV/+afWo2Z56cUW//0fGPPJ8mV1glZSQx6cAkKi+qzD93NYvAvLomtVwlZ8G5BZSZX4bx/44nMvndlkUWCrb+VfvzcMxD9ZRJQ9O/an887D2ArP/Dc8/M1XNEhk8nSd3Pz4+pU6dmW70oPj6eQYMG0aZNG100LRiY65HX+ebIyxKz/av2p3OFzvoLqICQJImNNzZSYWEFfjr1k8ZiMPVK1uPk4JPETYpjcfvF6h+KkLXM65wzc/Ce5834f8fzLPmZPsIXDIiztbPWvti0WD78+0OepzzXQ0QvWZhaML7eePX24guLiU2L1WNEhk8nU9qePn1KzZo1sbGxoXXr1uzdu5fu3bsTEhLCvn37KFGiBBcuXMDBwfjqQRe0KW1zT8/Fv7g/Tb2a5nl3eKYyk7p/1uXys8sAeNh7cH3E9Wx/iAjvLiQuhBG7R2jVgi/lUIqfW/5Mz8o9Nf4t0xXp/HHxD2Ycn0FkiuYTupWZFUNrDGVi/Yk6KQUsGJ8MRQat1rTi2MNj+BTxYV//fTpdK/5tkjOT8fzVU53Mv2vyHV83/lpv8eSW0c5Tv337Nv369ePKlSsa++vXr8/69euNYpnV7BSkpB4aF0r538qjUCkI9AxkXdd1eDh4vP3CdzT1yFS+O/adentvv720KSd6aN6XQqXg1zO/8s2RbzRW47I0teR/Df7H5IaTsTG3ee31qfJUFl9YzKyTs4hKidI4Zm5izkD/gfyvwf/wcfHR2dcgGL4VV1bw0T8fqbfdbN3Y138f1YpX01tMr5audrF24eGYh9haGOfPXqNN6i8cP36cS5cuIZPJqF27NnXr1tVlczpXkJL60B1D+fPynwB4OXlx77N7eVaE4uLTi9T5sw5KKWsVtmEBw1jcYXGe3LswkiSJpiubcvShZh3sVmVbsbDdQo2V3d7mRXL/+dTPWt3vMmR0q9SNSQ0mUbNEzTyJXTAukiQx6+Qsvjj0svCUg6UDu/rsopFnI73EFJMaQ+lfS6vraMxrM4/P63yul1hyyyiTukql4tq1a/j7+xe4Ec4FKakff3icaUencTj0MH92/JOPa3ycJ/fNUGQQ8EcAN59nrb7m5eTFteHXsLe0f8uVwpvMPjWbiQcmAlm1vee1mUevyr3e+3ssTZ7GX5f/YtbJWTxJfKJ1vKlXUybUn0Cbcm3EetyF0IorKxiyY4j6g7mVmRXbem6jrU/bt1ypG2P3jeXXs78CUNqxNA9GPTDKSnhGmdR79+7N5s2b+frrr5k2bVpe316vClJSf+HEoxPU8aiTZ98gr9aPBzgy8AhNvJrkyb0LM6VKSYNlDfB19WVOqzm42LjkyX0zlZmsubaGWSdncS/mntbxzhU683cv7eVXhYJv592d9NjcQz2f3dzEnA3dN9C1Ytd8j+VxwmPKzC+DQqUAYFXnVXzo/2G+x5FbRlkm9urVq3Ts2JEWLVq89pyQkBBdNC28h4alG+ZZQk9XpLP9znb19ue1PxcJPYckSWL7ne0a88whq9Tn4YGHWdl5ZZ4ldMgaYTy4+mBujbzF1p5bqe2huTZDm7JiHERh1dG3I/v671NXl5Sr5PTc3JN119fleyylHEvRr0o/9fask7NQSaLc+H/pJKlXqVKFuXPn0rBhw9ee079/f100LeiZlZkVFz+5yOe1P6e8S3l+bPGjvkMyKgnpCfTd1pcuG7sw9chUreNvGgiXW6YmpnSt2JUzH5/h6KCjfOD7Aa42rtk+DS2+sJiDIQfFD9VCoIlXEw4NOISzVdasFaWkpP+2/qy8sjLfY/lfg/+p/3zz+U323N+T7zEYOp10v8fExPDll1/i5+dHs2bN8PLywsbm5Q+jxMREvLy8iI01vvmGxt79/jTpKTGpMVRxq6LztlIyU4x2hKq+TDowiZ9O/QRkDVo7NOAQTb2b6i2ehPQErSVY49Li8JjjQZoijXJFyrGrz64Cu0ym8NK1yGu0WNWC56lZc9dlyFjWaRmDqg3K1zg6bejEjrs7gKylgo99dCxf288to+x+b9CgAXv27GHixIlUqVIFe3t7TE1N1b+cnZ1JSEjQRdPCW/xw7AeqLq5Kt03duBZ5TadtiYSec183/hpfl6wEGegZmKNR7bqQ3ZrqK66sUE+pi0+Px8vJK5+jEvShqltVjgw8gputGwASEoP/GZzvT+yTGrxcQ+L4o+Ocfnw6X9s3dGa6uKlcLsfExISePXtiYqL9uSE1NZWtW7fqomnhDcITw9VT2Lbd3kYL7xZUdaua6/umylOJSIowyNrRxsbOwo4N3Tew694uvmj4BaYmpvoOSUsN9xq092nPnvt7+KjaR1iaWWocf5TwiN/P/87AagOp4FpBT1EKulC5WGWCBgXRdGVTniU/Q0Lio38+wtTElP5V8+eVav1S9WlYuiEnHp0Ast6tb++9PV/aNgY66X5v2LAh33zzDa1atXrtOdWrV+fy5ct53bTOGXP3++i9o5l/bj6QVd0t+PNgrR/I73vfpZeWMqvFLD6t/amY/vSObkbd5GHCQ9r5tNN3KO/lYfxDLM0stVb3+uHYD3x15Csga832flX60cuvV7breQvG6U70HZqsaKKuUGgiM2FDtw30qNwjX9rfdW8XHdd3VG/f/vS20XyANMru96+++oqAgIA3nvPdd9+98biQtyKTIzXWS5/UYFKeJPSjYUeZf24+aYo0Pt/3OX9c/OPtFwlsvrmZOn/WodeWXtx6fkvf4bwXTydPrYQuSRIrrq5Qb1+MuMi4/eMoOackTVc25ffzv4vFZAqACq4VODzwMEVtshZmUkkq+m7ry867O/Ol/XY+7ahctLJ6e/ap2fnSrjHI86QuSRJt2rTBxeXNU246duz4xuNC3vrl9C/qpU/dbN0YUmNIntw3RZ6Cq40rAJWKVsr3QTPGRqlS8sXBL+i5pScp8hSSM5PptqkbcqX87RcbAblKzsiaI7VKikpIBIUFMXLPSNx/cSdweSC/nvmV0LhQ/QQq5FqlopU4OOCgejlfhUpB983dORhyUOdtm8hMmFh/onp71dVVPE16qvN2jUGuu99/+OEHHjx4QGhoKPb29nTv3p2BAwfmVXwGxxi732NSY/D81ZMUeQoAP7f8mQn1J+TZ/aNSovh87+eMrzeeWh618uy+Bc2L6WqvTsNxtHRkTdc1dCjfQY+R6caNqBusu76O9TfWExYf9trz/Ir50bF8R9r5tKNuybqYmehkqI+gI5ciLtF0ZVMSMxKB/FtwJVOZSZl5ZQhPylpj/a8P/mJw9cE6bze3DL6inImJCY0aNWLt2rWULFkyr+IyWMaY1L858g3fH/seyFoMIWxMmLqYhJA/HsQ+oOP6jtyJvqPeV7loZbb33q73Ee66JkkS58LPsfHmRrbc2sLjxMevPdfJyokWZVrQqkwrmpdprtfVwYR3d+rxKVqtbsW3Tb5lfP3xb78gj8w/O5/Lzy4zod4EKher/PYLDIBRJPWQkBC8vLzyKCTDZmxJPSE9Ac9fPUnIyJpCOL3pdL4M/FLPURUuQWFBdNvUTWMd6M4VOrOq86pCVw9fkiTOPz3P37f/Zvvd7RofcrLTzqcdu/vuzqfohNyISIrA3d5d32EYPF3nkFz3c5UuXVojoR87ln0hgMDAwNw2JbyHRecXqRO6g6UDn9b+NNf3XHFlBe192lPUtmiu71XQLbu8jGG7hqnrVQN8Hfg105pMK5SzBGQyGbU9alPbozY/tviR+zH32XVvF7vv7+bYw2PIVZpjC8oXKa91j5OPTnL80XFqe9QmwD0g27n0Qv57XUKXK+VGufCKscr1TxV3d81/yLt37xIUFMTQoUNp2rQp06dP5/bt27ltRngPqfJU5pyZo94eVXsUTlZOubpnUFgQH/3zEZUXVWbLrS25jLDgUkkqvjj4BR/v+Fid0K3MrFjfbT3fNf2uUCb07Pi4+DC23lgODjhIzP9i2NF7B5/V+kw9PamZdzOta7be3soXh76g+armjPl3jNbxlMwUlCqlrkMX3sGvZ36l4fKGJGcm6zuUQiPXT+pWVlYa20OHDgVg8ODBlClThr///jvb7oWbN29SubJxvAMxVksvLiU6NRrIqhk+us7oXN0vJTOFwf9kDUR5nvqcb49+SyffTuJT+H+kK9IZtH0QG29uVO9zs3VjR58dWoulCC/ZW9rT0bcjHX2zZsY8TXqqrjf+qjNPzqj/XKN4Da3jP574kdmnZlOuSDnKu5SnXJFyeDt54+XkhaeTJyUdSuJg6aC7L0RAkiS+OPSFerXGHpt7sKP3Dp3+rJCkrBkWm29tZmG7hQVu2e93leuk/rq/uJIlS+Ln5/fa9wXDhw/n+PHjuW1eeI1MZSY/n/pZvT0sYFiuu8snH5xMaHzWFCRTmSkrOq0QCf0/YtNi6byhM8cfvfy/XbloZXb33Y2nk6ceIzM+rytW07ZcW2wtbLnw9AI13LWT+u3o22QoM7j5/CY3n9/M9h52Fna427njZudGUZuiuFi74GTlhJOVEw6WDtha2GJjboOVmRUNSjVQf+9ceXYFhUqBh70Hxe2KF9rE8S5S5anqP9+MusnTpKc6+x5IV6QTuDyQ80/PA9CxfEe9rfuub7lO6m8aZ+fk5PTaY9HR0bltWniDVVdXqad6WJhaML5e7kakHg07ym/nf1NvT244mYASby4wVNg8jH9I27VtuR398nVTizIt2NJji3jvm4deTJeSJAkJ7Z8/bxt8B5Ccmcz92Pvcj73/1nMPDzisXlRn6M6hXHh6AQB7C3tqe9SmuXdzOlXoRKWilXLyZRRoMpmMua3n8jTpKcFxwezuu1unFQWtzKxws3NTb/986meR1N/XnTt3OHjwIBYWFlrH4uPjOX78uFbij46O5sGDB7ltWngNpUqp7vYCGOQ/CA8Hj/e+X0pmCoN3vJz/WbloZb4O1P08VGNyLfIabda0ISI5Qr1vULVB/NHhD9GboSMymQwZ2k/K54ee537Mfe7G3OV+zH2C44IJjQ8lLD6M8MRwrcF4b/Pqv9+r74aTMpM4FHqIQ6GHmHJ4CgHuAQyvOZz+VftjZWaV3a0KFVMTU9Z0XYNcKc+XWR4T609k171dtCzTUqMwTWGTJ1Pa3rcLSqk0vsEsxjClbeONjfTe2hvIqrx077N7uVps5dWa8aYyU84MOUPNEjXzJNaC4GjYUT7Y8IG6+AbAN4HfMK3JNNE9a2BUkoqolCgikiKISI4gKiWK5ynPiU2LJS49joSMBBIzEknJTCFNkUaGIoNVXVapFz6q+2dd7kTfUc8oyY6brRtfNPyCYTWHieSejyRJ4m7MXYOvAW8U89SLFi2qsV7626SlpfH8+XOR1HVAkiSqL6nO1cirAPTx68O6buve+37HHh6j8YrG6u0pDafwQ/Mfch1nQSFXyqm4sCLBccFA1oeoxe0XMzRgqJ4jE3QpIT2BK8+uEBQWxD93/+HyM+3FqbydvJndajZdKnQRH+5e8STxCQO3D2RRu0X4uvrqO5x8Z/BJ3cXFhcjISMzM3r0nXy6X4+7ubpTv1Q09qe+9v5d2616u+nV1+NX3Xl41VZ5K1d+rqhNWpaKVuPTJpTxZCKYgufX8Fo2WNyJVnsrG7hv5wPcDfYck5LMbUTdYeG4hK66uUK+x8EKH8h1Y1G4RpRxL6Sk6w3Ep4v/au++4HPf/D+Cv+24PpWQLmUeSMiohykqyIhxyjOw9jmOfYX1zjnGMkBGKkJmZdUhokGQlJ5GR0da429fvj/vnyn0qrfu+r3u8nx7n8ejzucb9rnN3v7s+8wEGHhmIhIwENDdojrBJYail/f19QhSNzO/S1rJly0oldABQU1NDy5Ytq/vSpBRB8UHs186tnKu1X/ry68tFnkAPDD5ACb0UprVNcXH0RVwde5USupIyq2OGnc47ETcnDrM6zxJZv/78i/Mw22mGAw8PfHdgsTKIS41jN155mfoSw/yHIa8wT2KvF5MUg/ScsrtKFFG1k/revXurdN2ePXuq+9KkFB69PfBgygOMbDsSS7strfJ97ry5gy1hW9jyIttFtFkLhN0b3/adf2XdyBrdGnfjICIiS+rXqI9tTtvwaNoj9DLpxdZ/yf2CCQETMPLESKQKUjmMkFvDTYdjncM6thwUH4SZF2aK/Y+du2/vYtCRQfjB8wd4RXiJ9d6yrtrN78pG1pvfxUGQL4CFlwVeJL8AALQxaoMHUx8o/aCfIqYIsy7Owt23d3Fj3A0YaJVcGIWQrxiGwcGog5gXOE9kYF3Tmk1xwvWE0k4JZRgG4wPGwyfKh63b3G8z5tnME9trrPhnBdYGC8f+NKjRAK/mvoK6SskZWlyQ+eZ3onh+vfErm9D5PD68B3srfUIvLCrE+DPjsfP+TkR9isIAvwHIysviOiwiw3g8HsZbjMfj6Y9h39SerX+d9hqLri5S2qZ4Ho+H3c67YWtsy9YtvLIQl2Mvi+01ZlnNYpN4QkYCjjw+IrZ7yzpK6kRE2LswkfXi59vMh00jGw4jkg18Hh91dYoXt2DASLQvkCgOY31jXB17FWvs14DP46O+bn0cdjms1CPiNVQ1cHrkaTTWbwxA2Ao28sRI9mGiuurp1oNbOze2vDFko9L8EUXN75Uki83v8WnxmBs4F790/UXkr9/KyinIQQevDuyKaK1qtcLDqQ+hpaYlrlDlGsMwmHFhBmKSY3D2x7O0Jz2ptBuvbkBTVRNdjLtwHYpMePjxIbp6d2WXlP3B6AeETQoTy9r8Tz8/hdlOM7Z8xe0K+jTvU+37Vhc1v5NybQrZhICYAHT17gq3U27lX1CGVUGr2ITOAw/eg7wpoX+Dx+PBc4AnLo65SAmdVIm9iX2pCT3qYxTiUuM4iIhbFvUscHDIQbb8POk53E65oYgpqva929ZpC8cWjmx5Y8jGat9THlBSl3MpghTsjSyegdClUdWeACISIvDnnT/Z8hzrOejauGu145NXX3K/4MzzMyXq+Ty+0o8vIOL1/st7OPk5wWavDcLfh3MdjtQNNx2O5d2Xs+VzL85hVdAqsdz75y4/s19ffnkZTz4/Ect9ZRkldTlXU7Mm/If7w66JHYy0jTDBckKV7lNXty76Nu8LAGhm0AxrHZR31bi0nDT08e0Dl2MuOPjwYPkXEFJFBUUF7GIsidmJ6OXTC4lZiVyHJXWr7FfBuZUzW/4j6A+cjTlb7fs6mDigfd32bHlTyKbvnK0YqE+9kmSxT/2rj5kfUU+3XpWvZxgGPlE+MDEwgV0TOzFGJj9SBCno69sXER8iAAifzO9OvAvrRtYcR0YUlU+UD9zPuqOgqADb+2/HTKuZXIfEifScdFjttWIHy+lp6CF8Uni1l5L1ifLBuDPjAAh3rIyfF1+tz8nqkvllYpWNLCd1Uj1J2Uno49sHDz8+ZOtmdJqBbU7bwOdRoxaRnGtx1xD6LhQr7FZwHQqnohOjYbXXit0Nz7S2KcImhVVrDEteYR5MtpiwK9kt774caxzWiCXeqqCBcoRIQWJWIhwOOogk9HnW87DdaTsldCJxvZv1LjWhMwyjNFOxAKBN7TYiA+eeJT6D+1n3av0M1FXUMdtqNlvedX8XO9peEdGnlZy6n3AfL1NeVuseu+7vQmBsoJgikl+fsz7DwccBjz8/ZusW2S7Cpn6blHouMeEWwzBYfG0xZl6cKZbR4PLCpY0LFnddzJb9n/pja9jWat1zSscp0FYT7iSaLEiGb5Rvte4nyyipyyGGYTDt/DS02t4KI46PQExSTKXv8SzxGeYGzkX/w/0xIWCC0m168NWnzE+wP2gvMip2abelWN97PSV0wimP2x746+5f2Hl/J8afGY+CogKuQ5KaNQ5rRNbOX3J9CT5lfqry/Qy1DDHRYiJb3hy6WWH/UFKYpF5YWIiHDx9i9uzZcHR0LPM8hmGwceNGtG/fHnZ2dujcuTMmTZqEDx8+SDHa6rn5+iYiPkSgiCnC8WfHISgQVPoe085PY1dEu/ryqrhDlAufMj/BwccBzxKfsXUruq/AWoe1lNAJp/IK83D2RfHob99Hvhh1YpTSrGKoylfFkWFH0EivEerp1sMVtyuoq1u3/Au/Y67NXPAg/L2OSY7BpX8viSNUmaMQSb13794YOHAgzp49i+3btyMnJ6fMcxctWoR169bhxIkTuHXrFkJCQpCamopu3bohOTlZilFX3V93/2K/7tOsDyzqWVT6HtudtqNjfeGGEl7OXtDX1BdXeHKhtIS+0m4lVtmvooROOKeuoo6rY6/CwcSBrTsZfRIux1xK7NeuqGrr1Ma5H8/hwZQH6N6ke7Xv18KwBQb/MJgtf7sctiJRuNHvPB4PPXr0wM2bN0scu3//PqysrPDbb7/ht99+Y+tfvXqFFi1aYOrUqdixY8d378/16Pcnn5+g3c52bLk6Sx8WFBXg4r8XlW4P8NIS+q92v+L3nr9TQicyRZAvwPDjw3Hx34tsXZ9mfXBm1Bm2j5hUXHB8MOwOFE/XjZwaWaWHouqg0e9itG/fPjAMg6FDh4rUm5iYwMLCAocOHfruU74s+Hapw/Z126N3s95VvpcqX5USOiihE9mlpaaF0yNPw6WNC1t3Ne4qnP2clXaXwIKiAjxPel6la7s17oZODTqx5c2hm8UVlsxQqqR+48YN8Pl8tG3btsQxMzMzZGRkIDIykoPIKiYhIwGHHx1myz/b/kyJqBISs4QrdlFCJ/JEXUUdx4Yfw49mP7J1N17fQP/D/ZGRm8FhZNL3/st7OBx0QPf93fH+y/tKX8/j8bDAZgFbPvL4CJKz5aPbtaKUJqkXFBQgLi4ONWvWhIqKSonjRkZGAIRN8RWVlZVV4j9J2ha2DflF+QCARnqNMLLtyApfG58Wj67eXRGRECGp8GTa14T+NPEpW7fSbiUldCIXVPmq8B3qi7HmY9m64DfBcDzsiC+5XziMTHpyC3Jh622L4DfBSMpOwuhTo6s0I2C46XCY1DSBm7kbQieFopZ2LQlEW0zaeUJpknp6ejry8/OhpVX6rmOamsJNOlJSUip8z7p160JXV1fkP0nJyM3ArohdbHme9TyoqahV6FqGYTD53GTcfXsX1nut4XHbQ1JhyqTk7GT09u0tMg99effl+KPnH5TQidxQ4atg/+D9IlOz7r69C8dDypHYNVQ1sKJ78QI9jfQaVWk2gJqKGqJnRsN3qC861O8gzhBL9d8cUbdu9Ubxl0dVoneXIQKBcNqXqmrp3/LXD/f0dNmcr+0d6Y20nDQAwjWRJ3ecXOFr9z/cj6txwmlrhUwhjPWMJRGizJp5cSYefXrElpd1W4bV9qspoRO5o8JXwZ5Be6DKV8XuB7sBACHvQtDvUD8EjglU+FkskzpMwr2Ee7BuaI2JlhOr/Dusoaoh5shkh9IkdQMDg+8ez8wUrjX89Ym9Ij59+iSV0e8FRQUiAzomd5gMPQ29Cl2bkJGABZeL+5AGtByA0e1Giz1GWfa349949OkRopOisbjrYqxxWEMJncgtPo+Pnc47wefx2da70Heh6HeoHy67XVboxM7j8bB74G6uw6iUr7nlq6ysLIk+rStNUtfR0YGOjg6KikpfRSgjQzjgpLzkX9o9Je1U9CnEp8cDEPatzbWeW6HrGIbB9AvTkZ4rbH3Q09CDl7OX0iW0err1cGPcDRx+fBjzbeYr3fdPFA+fx8eOATvA4/Gw8/5OAEDY+zClSOySEPI2BBqqGhJpjpf2tGel6VMHhFPXUlNTSz2WlJQEAGjdunrb/IkbwzAi09hGtB0BY/2KNZ8ffXJUZE/ijX03oqFeQ7HHKA/q6tbFgi4LKKEThcHj8eDp5IkZnWawdV8Tu7It+3z40WFsCd1S6euC44Nhs9cGtt62WHZ9mQQikz6lSupOTk7IzMwsdYR7VFQUdHV1YWlpyUFkZbvz9g7C34ez5YVdFlbousSsRMwJnMOWe5n0grulu9jjkzVfcr9g1IlReJVa8VkMhMgrHo+H7U7blTaxZ+ZlYvyZ8XA77YaFVxYi9F1opa7PL8pH2PswAMDll5dFprvKK6VK6i4uwgUc/P39RepDQ0MRHx+PkSNHQltbtlZp+vYpvWfTnhVuHpoTOAdJ2cLWB201bewZuEfhn1Iz8zLhdNgJx54eQ8+DPRGXGsd1SIRIXGmJXVtNG6p8xe9dzS/Mx43XNwAIBwGPPjm6Un/M2De1h3ldcwCAXRM7CPIrv4+GrFGopP7582cAQFpaGgoKSs5ftLa2xvDhw+Hh4YEnT4S7cgkEAixZsgQNGzbEn3/+KdV4yxObEouA5wFsuaJP6QHPA3D0yVG2vM5hHUwMTMQen6y59O8l3Hl7BwDwJv0NvCO9OY6IEOn4NrHbN7XH+dHnoaMu3b5cLhhoGcDPxQ98njCVvUp7hekXpld4/3Uej4dt/bchYkoEgsYHoWODjpIMVyoUYu33UaNGITo6GjExMcjNzQUgHPDWvHlzuLq64pdffmHPzc/Ph4eHB/z9/aGnp4fk5GRYWFjAw8MDTZs2Lfe1pLn2+6yLs+B5zxMA0LpWazyb+Yx985YlLScNpp6m+JAp3HXO1tgWwROCy71OUXiGe2LWpVmYZDkJXgO9lOb7JgQAipgi5BXmQVO14rN4FMHqoNX49eavbPngkIP4qf1PHEZUNknnEIVI6tIkraSeIkiB8WZjZOdnAxDupDal45Ryr3MPcIf3Q+ETqoaKBh5Oe4gfjH6QSIyy6sarG+jRtAcldEL+X9THKDQzaIYaGjW4DkUiCosK4eDjgFvxtwAAuuq6iJwaiRaGLTiOrCTa0EVJBTwPYBO6kbaRyPKQZbkWd41N6ADwe8/fFTqh5xfml9rMZm9iTwmdkP8X/j4cdgfsFHqteBW+Cg4NPYSamjUBCMfXjD45GvmF+VW6X1WvkwX0ySejJlhOQIh7CFxNXTHbaja01Epf3varzLxMTD5XvMpch/od8LPtz5IOkzM5BTlwPuKMX2/8WuH+M0KUzcuUl+jj2wdfcr/gzts7GHJsiML+vhjrG2PPwD1s+V7CPfx+8/cKX88wDO6+vYsRx0fA7oCd3P6cKKnLMJtGNvB39cdKu5Xlnrvs+jK8TnsNQLhAzb5B+xR29GtOQQ6GHhuKKy+vYE3wGqz4Z4Xc/gISIkkmBibsxk9qfDXMs56n0LNghpsOF1kb/3+3/8c2yZcnJjkGXb274viz4wh9F4qQdyGSClOiKKnLgfJ+Ce+8uYPt4dvZ8pKuS2BRz0LCUXEjpyAHLsdcEBgbyNbFpcWhiCl9pUBClBmfx8cu512Y0WkGTo44iYGtB3IdksRt6b8FLQ1bAgAYMBh7eiy7b8b3/GD0A3o27cmW5XWvdUrqci6nIAfuZ93BQPikalrbFCvsVpRzlXzKKcjBMP9huBR7ia0b0XYEfIf6QoVfcjtdQogwsXsO8FSKhA4IB8kddjnMtlS+SX+DmRdnVujaedbz2K9PRZ9CfFq8JEKUKErqMmZzyGbcT7hf4fO3hW1DTHIMAIAHHvYN2qeQOxB9TegX/73I1g03HS7yy0sIqbiCogKsubVGIbdt7dywM/7o+Qdb9nvsB7/HfuVe59zKGSY1hWt6FDFF7JRieUJJXYbEpsRi4ZWF6LynM+z22yExK7Hca2Zbz8bSbkuhwlPBPJt5sGlkI4VIpau0hD6szTD4ufhRQiekCgqKCvDT6Z+w8sZKOB5yVMglZRd3XYxujbux5RkXZuBN+pvvXqPCV8Ec6+Lltfc82IPMvMzvXCF7KKnLkK1hW9lm9M9Zn1FLu1a512iqamJdr3W4N/keVtuvlnSIUvd1UNx/E/qRYUegpqLGYWSEyC/fKF8ceXIEQPF+7IqW2FX4KvAd6osa6sK5+em56Rh/Zny5428mWk5kr0nLSYNvlK/EYxUnSuoyxMHEgX3Snmczr1JzrS3rWyrcspBfE/q3g+IooRNSfeMsxmFqx6lsOex9GPr49kGqoPRdLOVV05pNsd2peBDxjdc3sDnk+wPg9DT0MMFiAlveGr5Vrgbi0opylSSNFeVC34XCvK45tNVK31yGYRiFnpYCAIJ8AQYfHYyrcVfZuuGmw+Hn4kcJnRAxKGKKMPvibOy4v4Ot61C/A664XalQK6G8YBgGrsddcTL6JABAXUUdEVMiYFbHrMxrYlNi0WpbK7bl9NKYS3Bs4SiWeGhFOSVk08imzIReWFSI3r69sf72ehQUldy0RhFk52dj4JGBIgnd1dSVEjohYsTn8bHdaTtmW81m6x58eIBePr0qNJ5HXvB4PHg5e6G+bn0AQF5hXrlN6i0MW2BAqwFseUtY5fdq5woldTnjec8T/7z6B0uuL4H1Xmu5G8RRnqy8LAzwG4Drr66zdaPMRsFvGCV0QsSNx+Nhi+MWzLeZz9ZFfYqC/UF7fMr8xGFk4lVLuxa8B3tDT0MP+wfvh0dvj3KvmWs9l/06MDYQz5OeSzJEsaGkLgM+Z32u0HkFRQXYFr6NLbeq1Qq66rqSCkvqvuR+geNhR9x8fZOtG91uNHyH+tIod0IkhMfjYWPfjfjFtng3y6eJT9HjQA+8//Kew8jEy7GFI17PfY3xFuMr1H3Zy6QX2tZuy5a/XeBLllFS59i99/fQcFNDjDk1ptz56ap8VYRPCsdEi4kw0jbCVsetUopS8tJy0tDXty9uv7nN1o1rPw4+Q3wooRMiYTweDx69PbCie/HCVTHJMbA7YCeXC7CUxUDLoMLn8ng8kaf1Aw8PVGhlOq5RUufYlrAtKCgqgN9jP8y5NKfc8w20DLBv8D5Ez4xGbZ3aUohQ8lIEKejl0wth78PYOndLd3gP9qaV4giREh6Ph9UOq0WmxsalxqH7/u74N/lfDiOTrMefHpd5bIz5GBhqGQIAsvKz4B3pXea5soKSOocSMhJw7OkxtjzPZl6FrzXSNpJARNzQVtNGLa3i0bYzOs3A7oG7aftUQjiwwm4FNvTZwJbffnkLuwN2ePL5CYdRiV96TjomBEyA+S5zXHl5pdRztNW0MblD8e6X28K3obCoUFohVgl9anJox70d7Ah2Yz1juLRxKXEOwzAKN3f0vzRVNXFm1Bn0aNIDC2wWYLvTdkrohHBooe1CeDoVL5H6MfMjehzoUaklrGXd2NNjceDhAQDAxICJZTatz+w8Eyo8YYvh67TXOPfinJQirBr65OSIIF8Arwgvtjzbanapfccno0+i+dbmOPDwgEJvL6qtpo1At0Bs6LtB4efgEyIPZnSegf2D97N/YKcIUuBw0KHCW5nKujUOa6DGF86oaVCjQZlJ3Vhf9IFra5hsj2WipM4Rv8d+SMpOAiBMaJM6TCpxToogBTMvzkRqTiomBEzA8n+WSztMiXjy+QmCXgeVqNdU1aSETogMGW8xHkeHHWUfODLyMtDvUD9ceHGB48iqz7yuOf7X639YY78Gd93vomnNpmWe++2AuRuvb+DRp0dSiLBqKKlzgGEYkcUMfjL/qdRRmQsuL2Cnu2mqamKi5USpxSgp4e/DYbffDs5HnBH2Lqz8CwghnHJt64qAUQHQVNUEIFy++dt1JOTZQtuFWG63vNwZNrbGtuhYvyP4PD6GtRnGPuHLIlomtpLEscTfP6/+QS+fXmw5emY0fjD6QeScwNhA9D/cny3/1ecv/Gz7cxWjlg2CfAFMtpjgU5ZwUYtaWrUQNzcOehp6HEdGCCnPrfhbcPZzxpAfhuDAkANKN+4lIiECtXVqo7F+42rdh5aJVUDfPqX3a96vRELPyM3A1PPFmy10atCpUiPjZZWWmhZ8hvpAja8GNb4adjnvooROiJywa2KH8Mnh2Ddon0In9Hvv74nsCvlVxwYdq53QpYFW9ZCylykvcS6mePRkacl62fVl7L6/qnxVeA/yVpgFWPo27wu/YX6ooV4D/Vr04zocQkgl/PcB5Kt/Xv2DHk16yPW6ErkFuVh9azU8bntAX1MfT2c8RT3delyHVWmK++eWjNoevp3d+adVrVbo27yvyPHbb27D817xVJJl3ZahXd12Uo1RXBiGQV5hXon64abDKaEToiCOPTmG3j694XrcFYJ8AdfhVFlCRgL+Dv0bhUwhUgQpmHZ+WrkzjrLzs6UUXcVRUpeijNwMeD8sXpFojtUckWasnIIcTDo7iU36bWu3xbLuy6QepzgUFhVi9qXZGHJ0CPIL87kOhxAiASFvQzD29FgwYHD6+WlMPje5/ItklImBCf7s8ydbDogJwJEnR0qcV1BUgNPRp2F/0B79DsnewwkldSk6GHUQX3K/AAD0NfQxzmKcyPHVQasRkxwDAOCBh32D9kFDVUPqcVaXIF+AESdGwPOeJy7FXoL7WXcUMUVch0UIETPzuuZsa6OhliFW2q3kOKLqmdZpGhxMHNjyrIuz8DHzo8g5kR8i4eLvgpuvb+L2m9t48OGBtMP8LkrqUlLEFIksWuBu6S6yw9rDjw+x/s56tjzXei6sG1lLNUZxSM5ORt9DfXEq+hRb9zzpucJtEUsIAXTUdXB65GlM7zQd5388j9ZGrbkOqVr4PD72DdrHfjan5qSWaIbv3LAzrBsWfzYHPA+QepzfQ1PaKqmq0xEu/XsJTn5OAIRP4bFzYtHMoBkAYXOO1R4rRH6MBACY1DTB4+mPoaMu3qkOkhaXGgenw05sawMA9G/RH/6u/gq1RSwhpGJyC3LlsrXR674Xpl2YxpZ9h/rCzdyNLR97cgynn5/GHOs56NKoS6UWzaIpbQpia3jxU/qg1oPYhA4AG+9uZBM6AOwZuEfuEnrou1DY7LURSegTLSYiYFQAJXRClFBydjIsvCywJXSL3C1xPaXjFPRu1pstz7k0Bx8yPrDlkWYjcXT4Udga28rcKpiU1KUgJikGgbGBbHmOdfEWqy+SX+C3m7+xZXdLd/Rq1gvy5PjT47A/aI/E7ES2blXPVdg7aC/UVGR35SVCiGTkFuTCxd8Fz5OeY97leZh1cRa7eZU84PF42Dtwr2gz/IXyR8PLAkrqUrAtfBv7tVkdM9g3tQcg7GefdHYScgtzAQD1detjQ98Npd5DFjEMg3XB6zDixAjkFOQAANT4ajg45CBW9lgpc3/BEkKkIyEjAa9SX7HlHfd3wOmwk1ztONmkZhORLWjPxpwtdTS8rKGkLgWupq4Y3HoweOBhttVsNtl53fdC8Jtg9jxPJ0/U1KzJUZSVk1OQg7Gnx4psMmOgaYDLbpfxU/ufOIyMEMI1EwMThE8Oh1VDK7buatxV2OyzQUxSzHeulC1TOk5BL5PiltPZl2bjU+anEudFfojE2ltrpRlamWigXCVVZ5BDXGoc6unWg7aaNt6mv4XpDlN2VLirqSv8Xf0lErO4JWQkYOixoQh/H87WtTBsoRCjXwkh4iPIF2B8wHj4Py3+bNPX0IffMD84tXTiMLKKe532GmY7zJCVnwUAGNZmGE6MOAEA+JL7BQP8BuD2m9sAgIgpEehQv8N370cD5RRIM4Nm0FbTBgAcfnyYTegGmgbY1n/b9y6VGWHvwtB5T2eRhN6zaU+EuodSQieEiNBS08LRYUfxR88/2Lr03HQ4+znjf8H/k4s+6qY1m4osSnMy+iSOPz0OANDT0BNZXEsW9lqnpM6RxV0X47jrcdTRqYPN/Tajrm5drkMql3ekN+wO2CEhI4Gtm9pxKq64XUEt7VocRkYIkVU8Hg+/9vgVJ0echI6a8KmUAYNl/yyD63FXZORmcBxh+aZ1moaeTXuy5RkXZyAxSzgw+NuBz0efHGXruUJJXYLi0+LLPMbj8TDcdDhezHoh833QuQW5mHZ+GtzPurNruavyVeHp5IldzrtohDshpFwubVwQ4h4iMp33ZPRJdN7TGc8Sn3EYWfn4PD72DtzLtrQmZSdhTqAwmQ83Hc5u/JJbmIs9D/ZwFidASV1iniU+g8kWE/Tx7YNzMefKbGbS19SX6VHiRUwR+h7qC68IL7aujk4dXP/pOmZ0nsFhZIQQedOubjvcm3wP/ZoXr5kekxyDzns6w++xH4eRla+5YXOsdSgeDHf0yVGceX4G6irqmNaxeKGaHfd2cLrfBSV1Cfm6G9u1uGtYcWMFAHDeLFMVfB4fP5r9yJatGlrh/uT7sGtix2FUhBB5ZahliAujL2BF9xVsXXZ+NsacGoNp56fJ9E5vs61mw9bYli1PvzAdqYJUTO00FWp8YYvl+4z3OP38NFchUlKXBIZhEPUpii3PtpqNL7lfYOlliVEnRuFz1mcOo6u8qR2nws3cDVM6TMGt8bdgrG/MdUiEEDmmwlfBaofVOPfjOZFpvF4RXrDZZ4PoxGjugvsOFb4KvAd5Q0NFAyo8FUywmAAtNS3U062HkWYj2fO+XZtE2mhKWyVVdDoCwzAIfhOMvQ/2wsvZC/Mvz2ebsBvUaIDY2bHQUtOSWtwVFZ8WDyNtoxLL1BYUFUCVr8pRVIQQRfUq9RVGnhiJewn32DptNW1scdwCd0t3meye9InyQdvabdGxQUe2Lvx9OKz3Fm/08mDKA1jWtyxxLU1pk1M8Hg92TezgM9QHKnwVPE18yh6b0WmGTCb0o0+OwnyXOeYGzi1xjBI6IUQSTAxMEDwhGHOtiz93svOz8dvN35CRJ5sj439q/5NIQgeEXZPfLrbD1dM6JXUpUFdRR9D4IGzrvw1djbvil66/cB1SCaejT+PHkz/iS+4X7Ivch6NPjnIdEiFESWioauBvx78RMCoAtbSE02MPDD4APQ09jiOrnNlWs9mv/R77ISk7SeoxUFKXEj6Pj1lWsxA8IVgmp4ANbD2Q3SO4hnoN8Hn01iCESNeg1oMQNS0KXs5e6NO8T4njstpbXFBUgPW316O+bn3U1RGuOZJbmIu9D/ZKPRb65Baj50nPMfnsZDz69KjMc2SxfwgQNq/7DvVFn2Z9EDUtCiPajuA6JEKIEmqo1xBTOk4pUf8m/Q0svCxwPe46B1GV7ennp7DZa4Ml15dg2oVpmGg5kT22494Oqe9OR0ldjLaHb8feyL1ov6s9ppybgvsJ97kOqVRXX17FX3f+KlHfslZLXBl7BSYGJhxERQghpWMYBu5n3fHo0yP09u2NxVcXcx0SS1AgQOTHSABAbEoscvJz2DFIb7+8RcDzAKnGQ0ldTNJz0nHg4QG2nJiVCKs9Vph7aS67xjvXErMSMe7MOPQ91BdLri9B6LtQrkMihJByRXyIwM3XN9myRT0LzmL5r04NOmFhl4UAgAkWE7Cyx0oMNx3OHpf2gDma0lZJZU1H+Dv0b8y/PB+AcJF/Qb4A+UXCVYUWd10Mj94e3AQM4apw+yP345drvyBFkMLWt6vTDg+nPaT+c0KIzIv8EImJZyeiQY0GOP/jeZnqyhTkCxDyLgQOJg4AgLtv76Krd1f2eNS0KJjXNQdAU9rkQhFTBM97nmy5hnoNNqE3qNEAS7st5So03E+4D9t9tph0bpJIQu/UoBN8hvpQQieEyAXL+pYInxQO36G+JRL6+y/vseKfFZxtDqOlpsUmdADo0qiLyBas28O3Sy0W+kQXg8DYQMSmxAIAeODhfcZ79tjOATuhr6kv9Zg+ZHyAe4A7rPZYIex9GFuvq66Lzf02I9Q9VKaasAghpDxqKmow1DIsUf/LtV+wNngtWm1vBe9IbxQWFXIQXTEejycyve3Qo0MiD1WSREldDL7tM/n2yXdE2xEY1HqQVGPJzMvEqqBVaLmtJbwfeoNBce/KiLYjED0zGvNs5kGFryLVuAghRBLuvLnDbgbzMfMj3M+6o8PuDgiMDeRsChzDMCgoKmDXgxcUCHAt7ppUXpv61Cvpv/0h73Peo/X21iXOM9QyRPTMaNTRqSOVuHILcrE7YjfWBK8psba8WR0z/N3vb/Rq1ksqsRBCiLRk5WVh/Z31+OvuX8gpyBE51qNJD6x1WIuujbuWcbX45RbkYsixIQiMDQQAdG/cHXsH7UWrWq2E8VKfumzzDPcstf7vfn9LJaHnFuRi572daLmtJeYEzhFJ6EbaRvB08kTk1EhK6IQQhaSjroNV9qsQMysGY9qNETkWFB+Ebvu7od+hfrj79q5U4tFQ1YCRthFbvp9wX6rLbNOTeiV9+1fWh+QPaOXVqsT6xI4tHHFx9EWJjs7MzMvEnog92BiyUaQPHwC0VLUw32Y+fun6Cyf9+YQQwpWIhAgsub6k1Obunk17YknXJejbvK9EP5+Ts5PRxrMNErOF2207mDjg2thr4PF49KQuy/we+5VI6DpqOtg1YJdE3zDrgtfBeLMxFlxZIJLQ1fhqmNV5Fl7OeYm1vdZSQieEKJ2ODTri6tiruP7TdXRp1EXk2M3XN+F42BHtd7XH/sj9JZrrxaWWdi1sdyoe8f7Pq3/gHektkdf6L0rq1fB1K9VvefT2QJOaTST6uh8zPyItJ40tq6uoY3qn6YidE4ttTttQv0Z9ib4+IYTIOgcTB9yZeAeX3S6jW+NuIscef36MiWcnwnizMZZeW4q41Dixv76rqSsGtx7MlhdcXoDDjw5j34N9Yn+tbyll8zvDMNi0aRN8fHygr68PgUCA9u3bY/Xq1ahf//sJ8dumEywDoF58zNbYFsETgsU29/vdl3d4k/4Gtsa2IvUvkl+g9fbWqKFeA1M6TsGCLgvQoEYDsbwmIYQoolvxt7D+znpc/Pdiqcd7N+uNGZ1mYGiboWJ7zYSMBJh6miI9N52t02a0kf1HNgBqfhebRYsWYd26dThx4gRu3bqFkJAQpKamolu3bkhOTv7utVlZWaXWq6uoY9+gfWJJ6M8Sn8HhoAMab24Mt1NuKGKKRI63qtUK/sP98Xb+W2zou4ESOhGRlZUFHo/H9t+R6qOfqfyza2KHC6Mv4OmMp5jcYTK0VLVEjl+Luyb2aWcNajTAhr4bROqy87PZryXxXlK6pH7//n1s2rQJc+bMQcuWLQEAqqqq2LBhA16/fo2VK1dW6b4r7VbiB6MfKn1daQ0ltbRqISg+CAwYvEp7haDXQSXOcW3rSn3mhBBSSaa1TbF74G68W/AOm/puQutaxVOSx1mMK3G+32M/HHx4EJ8yP1Xp9dwt3WHf1J4tS3rrbaVL6vv27QPDMBg6VLSJxcTEBBYWFjh06BBycio3eKJdnXZY3LViuwYxDIMXyS/gHemNcWfGoemWpkjOFm0dqKtbl30TNDdoLtJ0QwghpPoMtQwxv8t8RM+Mxu0Jt7G021J0btBZ5ByGYfD7zd8xPmA86m2sh7MxZyv9OjweD3sG7oGmiiYAIL8wXyzxl0V6k+dkxI0bN8Dn89G2bdsSx8zMzPDgwQNERkaiS5cupVxdEg88eA/2LvWvr8y8TLxIfoFnic/w+NNjRH6MRMSHiBLLBV5/db3E/uWr7Vdjtf1q2DSykamNCwghRJHweDx0bdy11AVqopOi8W/Kv2y5U4NOJc6ZHzgfhlqGMKtjhja126CZQTOoq6iLnNPcsDnWOKzBz1d/Fv838B9KldQLCgoQFxeHmjVrQkWl5DKpRkbCBQNevXpVZlIXaS7PA2wb2eJ81HkcuncIydnJSMlNQUJGAt59eYek7KQKxXXp2SUMaDpApM7cULijT3Z2dmmXEFKmb/vpqP9XPOhnqpzyBHmYYDoBl19ehraaNvT5+iL//wX5Amy9vVVk3BOPx0PDGg3RSK8R6uvWh4GGAQw0DVBDrQaMNYzxNvMte64kxqkrVVJPT09Hfn4+tLS0Sj2uqSlsHklJKXvhfZEkuwG48///quPA//8jRNzq1q3LdQgKh36mykv3Z91yz2HA4N3//yuPJB7alKpPXSAQABAOjCvN12bu9PSy+7DFPf2AEEKIcpJEPlGqJ3UDA4PvHs/MzARQ/MReGiMjI3z69AlZWVnQ1tYu0d9NSZ8QQshX/+2uYRgG2dnZ0NHRYbt8xUmpkrqOjg50dHRQVFRU6vGMDOGSr99L/nw+H3XqSGfnNUIIIfJN2g96StX8DginrqWmppZ6LClJOLCtdeuSW6kSQgghsk7pkrqTkxMyMzPx6tWrEseioqKgq6sLS0tLDiIjhBBCqkfpkrqLiwsAwN/fX6Q+NDQU8fHxGDlyJLS1tbkIjRBCCKkWpdzQxdXVFdeuXUNwcDDMzMwgEAjQv39/xMbG4tGjRzA0NOQ6REIIIaTSlDKp5+fnw8PDA/7+/tDT00NycjIsLCzg4eGBpk2bch0eIYQQUiVKmdQJIYQQRaR0feqV8fjxY1hbW8PQ0JDddrFevXro0aMHevbsie7du6Ndu3bQ1NQEj8eDhYUF1yETJVLa+1NdXR3m5uZYv369yLnnzp2DlpYWe16jRo3w559/chS57CntZ7l4ccU2aRo5cqTI50OXLl2QmJgo4YiJPOAkhzCkXLm5uUzt2rUZAExgYGCJ4xkZGczChQsZfX196QdHlN6378/Tp0+Xed769euZVq1aMTdu3JBabPImNzeX6dChA9O4cWPGyMiIycnJ+e757969Y1xcXBgAjKWlJVNYWCilSIk8kWYOoSf1ClBXV2dHxGtoaJQ4rquriw0bNnx3DjwhkvLt+7NmzZqlnhMaGoqQkBCEh4ejZ8+e0gtOzqirq6NGjRpwd3dHUlISTp069d3zDx06hDFjxgAA9PT0wOfTRyopSZo5hN6BYuTk5ITXr19zHQYhIq5cuYKtW7fiyJEj0NfX5zocueDu7g4VFRV4eXmVeU5hYSHS0tJotgwRG3HkEErqYmRqalrqojaEcMXf3x8nTpyAj4/Pd/c0IKIaNmwIJycnBAUF4cWLF6Wec+nSJTg6Oko5MqLIxJFDKKmL0Y8//ojBgwdzHQYhAIBdu3bh1q1b8PLyKnNnQlK2KVOmAAB2795d6vGgoCD06NFDmiERBSeOHEJJXYz4fD5UVFS4DoMQrF27FtOnT0dsbCzXocit/v37w9jYGAcPHkRubq7IsXfv3qFRo0YcRUYUlThyCCV1QhQIwzBYtGgR9PX10aJFC1y+fBnbtm3jOiy5pKKigokTJ5Y6YM7X1xdubm4cRUZI2SipE6JAli5dii5dumDWrFnw9fWFqqoqFi9ejGfPnnEdmlz6OmDu2yb4rwPkatWqxWFkhJSOkjohCmTGjBnspkU2NjZYvnw5cnJyMGbMGOTl5XEcnfwxNjaGo6Mjbt68yQ6Yu3jxIvr3789xZISUjpI6IQqkcePGIuUVK1bA2toaDx8+xIoVKziKSr79d8DczZs3aa4/kVmU1AlRYKqqqvD19YWOjg42btyImzdvch2S3BkwYAAaNmyIgwcPIjY2FsbGxlyHREiZKKkTouBatmyJzZs3o6ioCOPGjUNaWhrXIcmVbwfMubm50QA5ItMoqVdAfn4+BAIBACA5OZnjaAgR9e37Mz09vdRzJk+ejMaNG+PNmzcYM2ZMiSlaRCg2NhYRERF4+fKlSP2kSZPA5/NhYmICIyMjkWNff+YZGRlgaNNLUgqp5pBqrx6vwB49esRYW1szhoaGDAAGAMPn85lWrVoxtra2zL///st1iESJlfb+VFNTY8zNzZn169ez5yUnJzNmZmbsOQAYIyMjxtnZmcPoZcujR48YCwsLRlVVlQHAqKqqMhYWFszTp0/Zc4YMGcIEBQWx5Q0bNjDm5uaMmpoa+3OtV68e06VLF+bz589cfBtExnCRQ2g/dUIIIURBUPM7IYQQoiAoqRNCCCEKgpI6IYQQoiAoqRNCCCEKgpI6IYQQoiAoqRNCCCEKgpI6IYQQoiAoqRNCCCEKgpI6IYQQoiAoqRNCCCEKgpI6IYQQoiAoqRNCCCEKgpI6IYQQoiAoqRNCCCEKgpI6IYQQoiAoqRNCCCEKgpI6IYQQoiD+DzpyLmmZyzqHAAAAAElFTkSuQmCC", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# all parameters can be found in plt.rcParams\n", "mp.pltset(**{\"xtick.major.width\":1., \n", " \"ytick.major.width\":1., \n", " \"axes.linewidth\":1., \n", " 'xtick.minor.visible':False, \n", " 'ytick.minor.visible':False,\n", " })\n", "fig, ax = mp.set_figure(figsize=(8, 8), figdpi=150)\n", "fig, ax, _ = relax.Phon.plot_dispersion(fig, ax, c='green', linestyle='-.')\n", "ax.set_ylim(0, 50)" ] }, { "cell_type": "markdown", "id": "56d9f6fe", "metadata": {}, "source": [ "We can compare it with the DFT results." ] }, { "cell_type": "code", "execution_count": 11, "id": "cea1d556", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "(0.0, 50.0)" ] }, "execution_count": 11, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig, ax = mp.set_figure(figsize=(8, 8), figdpi=150)\n", "fig, ax, line1 = relax.Phon.plot_dispersion(fig, ax, c='green', linestyle='-.')\n", "\n", "fig, ax, line2 = relax.Phon.plot_dispersion(fig, ax, filename='../../../example/gra.dat')\n", "\n", "ax.legend([line1, line2], ['NEP', 'DFT'])\n", "ax.set_ylim(0, 50)" ] }, { "cell_type": "markdown", "id": "00bd50ad-46aa-474e-9693-d802d1c00885", "metadata": {}, "source": [ "One can check the data." ] }, { "cell_type": "code", "execution_count": 13, "id": "277fd09e-b6ed-4d5b-b175-a5b6f24dd856", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "dict_keys(['qpoints', 'distances', 'frequencies', 'eigenvectors', 'group_velocities'])" ] }, "execution_count": 13, "metadata": {}, "output_type": "execute_result" } ], "source": [ "relax.Phon.bands_dict.keys()" ] }, { "cell_type": "markdown", "id": "9c6b4730-0c9f-4ef2-af43-884fa6d47d8b", "metadata": {}, "source": [ "One can also compute the dos, pdos and thermal properties." ] }, { "cell_type": "markdown", "id": "ab8cb711-7b82-4072-b08a-cbe5041c797c", "metadata": {}, "source": [ "## Computer dos" ] }, { "cell_type": "code", "execution_count": 14, "id": "42daadc7-50ac-49c2-9d86-9bcacd0092cf", "metadata": {}, "outputs": [], "source": [ "relax.Phon.compute_dos(mesh=(30, 30, 30))" ] }, { "cell_type": "code", "execution_count": 15, "id": "feeb8419-5d6f-4fa3-9caa-d530aa221d5e", "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig, ax = relax.Phon.plot_dos()" ] }, { "cell_type": "markdown", "id": "6487957e-89ee-4d51-a5e4-56ca4937b68e", "metadata": {}, "source": [ "## Compute pdos" ] }, { "cell_type": "code", "execution_count": 16, "id": "09126960-41a8-422c-8657-e029889162f7", "metadata": {}, "outputs": [], "source": [ "relax.Phon.compute_pdos(mesh=(30, 30, 30))" ] }, { "cell_type": "code", "execution_count": 17, "id": "19cc0f7a-607d-442f-a78c-a829dab37726", "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig, ax = relax.Phon.plot_pdos()" ] }, { "cell_type": "markdown", "id": "2658073c-e533-4d0b-b21c-cb65da4286ec", "metadata": {}, "source": [ "## Compute thermal properties" ] }, { "cell_type": "code", "execution_count": 18, "id": "e2564888-c74b-4e0c-9699-0804c692816a", "metadata": {}, "outputs": [], "source": [ "relax.Phon.compute_thermal(0, 50, 1000, mesh=(30, 30, 30))" ] }, { "cell_type": "code", "execution_count": 19, "id": "6fe6b505-764a-41e4-a528-8abc2083ae02", "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig, ax = relax.Phon.plot_thermal()" ] }, { "cell_type": "markdown", "id": "56160b6e-6b88-4173-b267-824a6d249c7d", "metadata": {}, "source": [ "## Airebo potential" ] }, { "cell_type": "markdown", "id": "9d086d69-300f-4ff8-ac16-98e204b4d17e", "metadata": {}, "source": [ "Here we show how to use a lammps potential to calculate the phonon.\n", "How to install lammps-python interface can be found in [here](https://docs.lammps.org/Python_install.html).\n", "You can check it by:\n", "- from lammps import lammps" ] }, { "cell_type": "code", "execution_count": 20, "id": "e308a252-aba2-4c3a-a1db-fea22e07af54", "metadata": {}, "outputs": [], "source": [ "from mdapy.potential import LammpsPotential" ] }, { "cell_type": "markdown", "id": "7855f3e4-2576-4f05-9613-f36ebcd8040b", "metadata": {}, "source": [ "One need to provide the pair_parameter in lammps format.\n", "\n", "The airebo potential is downloaded from lammps example folder." ] }, { "cell_type": "code", "execution_count": 21, "id": "35cb672c-4ccb-4d8f-9702-b67c3b4831d1", "metadata": {}, "outputs": [], "source": [ "potential = LammpsPotential(\n", " \"\"\"\n", " pair_style airebo 3.0\n", " pair_coeff * * ../../../example/CH.airebo C\n", " \"\"\"\n", ")" ] }, { "cell_type": "code", "execution_count": 22, "id": "0e26e3c9-d977-4b94-b79e-ce5ed24472f8", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Warning: Point group symmetries of supercell and primitivecell are different.\n" ] } ], "source": [ "# Do computation\n", "system.cal_phono_dispersion(path, labels, potential, elements_list=['C'])" ] }, { "cell_type": "code", "execution_count": 23, "id": "75e7f251-e333-4436-917c-30de346ff873", "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig, ax, _ = system.Phon.plot_dispersion()" ] }, { "cell_type": "markdown", "id": "1c3f8f3d-72a4-420a-8033-c9efea6559f8", "metadata": {}, "source": [ "Some potential maybe need other setup and the units, such as reaxFF, we need to change the force units." ] }, { "cell_type": "markdown", "id": "060b0e0d-eb19-4457-a56c-290fbbc39bb1", "metadata": {}, "source": [ "## ReaxFF potential" ] }, { "cell_type": "markdown", "id": "7717adf5-21ef-4b0b-85d7-958b66891c9f", "metadata": {}, "source": [ "This reaxff potential is downloaded from [here](https://www.ctcms.nist.gov/potentials/entry/2022--Fthenakis-Z-G-Petsalakis-I-D-Tozzini-V-Lathiotakis-N-N--C-H-O-N/)." ] }, { "cell_type": "code", "execution_count": 24, "id": "ec2f3654-04cb-4d12-8c3c-94b5f7b8fcc2", "metadata": {}, "outputs": [], "source": [ "potential = LammpsPotential(\n", " \"\"\"\n", " pair_style\treaxff ../../../example/lmp_control\n", " pair_coeff\t* * ../../../example/ffield.reax.GR-RDX-2021 Cg\n", " \"\"\",\n", " atomic_style='charge',\n", " units='real',\n", " extra_args='fix 1 all qeq/reax 1 0.0 10.0 1e-6 reaxff',\n", " conversion_factor={'energy':0, 'force':1/23.06, 'virial':0}\n", ")\n", "\n", "# here we do not care energy and virial, only need to converse force from\n", "# kcal/mol/A to eV/A" ] }, { "cell_type": "code", "execution_count": 25, "id": "a6b65643-ca84-4332-80c2-7398dc685ad3", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Warning: Point group symmetries of supercell and primitivecell are different.\n" ] } ], "source": [ "# Do computation\n", "system.cal_phono_dispersion(path, labels, potential, elements_list=['C'])" ] }, { "cell_type": "code", "execution_count": 26, "id": "19e788a2-5bb7-41b6-9d48-0715c029d257", "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig, ax, _ = system.Phon.plot_dispersion()" ] }, { "cell_type": "markdown", "id": "ae417027-c997-441f-af8c-4825af1c29c5", "metadata": {}, "source": [ "Sometimes we want to use other potential not supported by lammps, we can define it for mdapy very easily. Here we use deepmd potential as an example." ] }, { "cell_type": "markdown", "id": "e5fcf569-9de5-4c46-9b9e-03a1ea233327", "metadata": {}, "source": [ "# User-defined potential" ] }, { "cell_type": "code", "execution_count": 27, "id": "dd554d00-9f1b-4467-9822-8d2ac63942c6", "metadata": {}, "outputs": [], "source": [ "from mdapy.potential import BasePotential" ] }, { "cell_type": "markdown", "id": "a204ed53-dfce-4c04-bb68-a1a195ab68b4", "metadata": {}, "source": [ "One can install deepmd by:\n", "\n", "- pip install deepmd-kit[cpu]" ] }, { "cell_type": "code", "execution_count": 28, "id": "4643ebcb-29a0-4f1c-8748-fe39dce2ca39", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "WARNING:tensorflow:From d:\\Software\\miniconda3\\envs\\mda\\lib\\site-packages\\tensorflow\\python\\compat\\v2_compat.py:108: disable_resource_variables (from tensorflow.python.ops.variable_scope) is deprecated and will be removed in a future version.\n", "Instructions for updating:\n", "non-resource variables are not supported in the long term\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "WARNING:root:To get the best performance, it is recommended to adjust the number of threads by setting the environment variables OMP_NUM_THREADS, TF_INTRA_OP_PARALLELISM_THREADS, and TF_INTER_OP_PARALLELISM_THREADS. See https://deepmd.rtfd.io/parallelism/ for more information.\n" ] } ], "source": [ "import deepmd" ] }, { "cell_type": "code", "execution_count": 29, "id": "28798204-c574-4a87-bff8-9131341f0dcd", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "'2.2.10'" ] }, "execution_count": 29, "metadata": {}, "output_type": "execute_result" } ], "source": [ "deepmd.__version__" ] }, { "cell_type": "code", "execution_count": 30, "id": "39257e4a-38b5-4cb4-bda9-39414dda1b6c", "metadata": {}, "outputs": [], "source": [ "from deepmd.infer import DeepPot" ] }, { "cell_type": "code", "execution_count": 31, "id": "a204a288-f774-4b6d-82d3-197e79641af1", "metadata": {}, "outputs": [], "source": [ "class DP(BasePotential):\n", "\n", " def __init__(self, filename):\n", " self.filename = filename\n", " self.dp = DeepPot(self.filename)\n", "\n", " def compute(self, pos, box, elements_list, type_list, boundary=[1, 1, 1],):\n", " # This method must containe the above input parameter and keep the same order.\n", " # You can add other parameter if needed, and those parameter dose not need to be all used.\n", " # This method should return three parameters and the second is force array. The shape is (Natom, 3).\n", " # The units should be eV/A.\n", "\n", " coord = pos.reshape([1, -1])\n", " cell = box[:-1].reshape([1, -1])\n", " atype = type_list-1\n", " e, f, v = self.dp.eval(coord, cell, atype)\n", " return e, f[0], v" ] }, { "cell_type": "markdown", "id": "c5dc3aa5-b519-4ce1-9060-0adef8293ba1", "metadata": {}, "source": [ "This deepmd potential downloaded from [this paper](https://doi.org/10.1016/j.carbon.2021.09.062). We convert it to new version:\n", "\n", "- dp convert-from -i .\\carbon_16689_frozen_model_mmc1.pb -o carbon.pb" ] }, { "cell_type": "code", "execution_count": 32, "id": "a80b2228-21c4-4950-b48a-38c409c20536", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "WARNING:tensorflow:From d:\\Software\\miniconda3\\envs\\mda\\lib\\site-packages\\deepmd\\utils\\batch_size.py:28: is_gpu_available (from tensorflow.python.framework.test_util) is deprecated and will be removed in a future version.\n", "Instructions for updating:\n", "Use `tf.config.list_physical_devices('GPU')` instead.\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "WARNING:tensorflow:From d:\\Software\\miniconda3\\envs\\mda\\lib\\site-packages\\deepmd\\utils\\batch_size.py:28: is_gpu_available (from tensorflow.python.framework.test_util) is deprecated and will be removed in a future version.\n", "Instructions for updating:\n", "Use `tf.config.list_physical_devices('GPU')` instead.\n", "WARNING:deepmd_utils.utils.batch_size:You can use the environment variable DP_INFER_BATCH_SIZE tocontrol the inference batch size (nframes * natoms). The default value is 1024.\n" ] } ], "source": [ "potential = DP(\"../../../example/carbon.pb\")" ] }, { "cell_type": "code", "execution_count": 33, "id": "0d803571-1927-4337-ad58-88ac02ff2871", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Warning: Point group symmetries of supercell and primitivecell are different.\n" ] } ], "source": [ "# Do computation\n", "system.cal_phono_dispersion(path, labels, potential, elements_list=['C'])" ] }, { "cell_type": "code", "execution_count": 34, "id": "4a386a68-8373-4dca-8d4a-8a2c05ce6c3b", "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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