{ "cells": [ { "cell_type": "markdown", "id": "1acc5c3f-7664-4db1-8bbd-f0e27eb9822e", "metadata": {}, "source": [ "# External variable - Bloch example" ] }, { "cell_type": "code", "execution_count": 1, "id": "43f8cc20-c0eb-48bb-a6c3-fd1a66f14cad", "metadata": {}, "outputs": [], "source": [ "import nexus as nx\n", "import numpy as np\n", "import matplotlib.pyplot as plt" ] }, { "cell_type": "code", "execution_count": 2, "id": "806beb6b-5368-4e13-a858-8b89d0003837", "metadata": {}, "outputs": [], "source": [ "vel_1000, int_1000 = nx.data.Load(\"spectrum_1000K.txt\", x_index = 0, intensity_index = 1)\n", "vel_800, int_800 = nx.data.Load(\"spectrum_800K.txt\", x_index = 0, intensity_index = 1)\n", "vel_600, int_600 = nx.data.Load(\"spectrum_600K.txt\", x_index = 0, intensity_index = 1)\n", "vel_400, int_400 = nx.data.Load(\"spectrum_400K.txt\", x_index = 0, intensity_index = 1)\n", "vel_200, int_200 = nx.data.Load(\"spectrum_200K.txt\", x_index = 0, intensity_index = 1)" ] }, { "cell_type": "code", "execution_count": 3, "id": "4dbe6975-6e3a-45f7-aec3-522a6bc09c2d", "metadata": {}, "outputs": [ { "data": { "image/png": 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+73NFoRGlubX48X+7uJvx2kntAQgHvD2rL/j9mQR9hBadBsQCAPatyeaWE18yf+ApuVTjYRkDgLwzlYLjay7O7imE1WQXiCCAjZtaOn83zu0vhsE5eDE0g4s8F6jVZPcYyAindxbAYrQj5wQ70J/bVwRjNXvcdistGDSbAkOVBTt/Pc8JhaxDJbCa7aLXmTdyTpbj78+PYePiU/jh+V1Y/vo+2K0OFF+sxpIXd8NYbUVwlBbpfaPRd0IyAODCYZfQrSkz4+w+1yx585IzOLunCP9+f0rU0uEvO389j0unKnD4nxyUuT2YANfgfXJbPk5uy8e2ZWdhrLZyv/e0x3tjyqO9RGMiCLVeZsL+wLcG55wsA+2gUep8EEa1C0JgmOt7T2zNA0MzqCpxCTqb2YFty1h3mKHSU2z8vegYti0/y25rceDIP5eQf64SB9de9Ng2OKrp4rYsRhv2rMpCeQH7m5PfkzDwhjSv7/355b3Y+dt5j+X6SC3kChkunarAqg8Pw2JwPeT54wL/4Zp/vgpZh0qQe7pCIDAai6nGJvhOfzjHu775lBcYkXe2QnRdYVY1jm66hCUv7sa/33m3qBGI1RUADq69CDtP+FQUGFBZ6DkZAMQnOnwuHGEtl8GR7DWyf002/vrkCKwmOw6szcbuPzJRUSi8vzL6x0Amo+Cw06gpN0OpkXPvJyKxqthzf2pErEQtiSSELiPEhBqgV/kckI7wLDxixDmD3sLiAgUBuMndI0BRFEKiPAXSnj8yseqDw14/c+TcDNz4VF/OClFRaMApt4dxVLKnhcJUXb+BAgACw9Ro34MNwq0ocN1YteVmOOw0astdD528M+KDB+Ca6TcHVrMd5/YVCQYdd4xVVsEsyB1DldXn/gOuAb28gB3AQ2PZWZKYtaIxrPviOA5tcGUYkYB2f4hK1qPf5PYeyw2VFpzckY8N35xkH4IUMGxWR8iVMsSmh0AmpzweJPxBmzw4S3JqBNbL+sCfoZ/bXwybMz4ouXsEhs3qAID9Lb97Zgf2/cWKdlONDd/+33YA7IM3Lj0ECR1DfcZA8V0W9YGhGYEQKsyqRnWZGQzNQK6U4can+iI8TmgNK7pYjcoi9rpI7c3eJ5dOlcNqsiPnpFCQE47+m4usQyUo5mXliGVtkfgpq9kusCQ0hD2rL2D/mmyseMPp3q8SWjOi23sGgPM5uY0dX9QBLkdFUqcw9B6XBMAVr0IwVlpwamcB8s9Xopr3IOXfY3tXZ3lYaRqKmHWRj0anxJCb09FtRAJG3MLGu3kTTtlHSwUhA3wqCgyc0K0p9xTcgWFqpytb5bHOndLcWtH9Jq63uug2IgEZA2O518UXa/Dlo1uxe2UWDvx9kRNLhKh2QdBHuu6bpM5h3Hlf89kxFGZVodKLRehyIgmhVoKYWHEn/Zpo0eXkQtPolJj2WG/c/Py1mPZEb4ycy96MwdGeAzr/Bk3qEoYpj/TEsFkdoA5QICEjFBn9YxHdXs8FyFWXmj0Cs6Pa+R7YvBGXHiJ4rdEpER6vg3u4CcOwVgO+uZzvI3envKBpBjwxNv94Guu/PuF1/YhbMgDe/vMH88kP94Q2iM3SI8fCn/VrApXc9hXOQYsM3p0HsYNQWW6tINuioVhMdqz78rhoqizfbeWLhI4h6DMhmcta4bNt2TlUFhmhUMow+8V+SHRaK5UquVfXXrdhnq4Zf0WZO/yHPXkAJGSE4rr7uqPjANeAzsbJeT74g3jnRR/hPS7LVFt/wQ+wmUMk2xJgxSN5cIdEaUHJKASGCb/317cO4MweNqA1pVck1AEKOGw0vnx0K3Y54/7EOLDuouh55gdhGyrMsNsc+OnlPfjmiW04sDa7QccFsEHoALjjc3eNiQlLtc4zOiOpSzj3d1C4Bn0nJmPwjHTufLTvEQGAtUj++/0p/P7OQcGDlG+Jyj5Whr8+c8U6NgZ364c7CpUM3UckYujNHdDh2miP8QxgxwV3l+rNz1+LrkPj0W1YPILCxa85vnUyqp0eKT0jkcZ7HpAJkzslOTXcfRAe79qm69A4n8dCth94Q6pfoikoTIOB09Mgk8sQkejavn33CITFub53zWdHkXfaczIoFsPUkkhCqJUQxBt0+WmVJOgvOEqLa65L5paHxrhuJn6QcHR7PSISAhGXFsIFtgVH1pHdU2lFQkYYug5LwB1vD8b1D/bggna1QUoEOGce7qZujU4peODzGTm3k2AGyB8UJt7XHTc+3VewvUIlR4iIj7gwq0rghvBlkVn/1QlkHy3FxRNloOtRm8kfSPyBN9r3jEDnQa7BZeTcTojvEIIB01KR2CkMUbx06JgUPTpcGwOAHeDmvTME4+5is+HKCwzYv+YCF1Derms4tEFK0DSDkkuNN/Of2JonmmlIiEwKglLjO9A0Ni0EFEVh0gPd0Xmw+IDac2ySh8+fWC75BEdpOWsgQSankH+ust41RsryavHbuwcFy9Q6BUbO7QSAFWPuuAfVxndwBVE3h0WIuOXC4nTcA4YE0ZLJkI/4c4RG6wTXki+Ks6s9a9ZQQI9Ribj9LTZr1FhtRUWhEbXlFtAOBofW178OkcNG448PDqGUd30e25yLrT+fFWznbsHoM6GdaIo1yS4C2PMjk8vQY1QiZr3QD9Of6oNrJnlaI325xcViUuoLwzACy4poph1vkUIlR7DI5DY2NRg3P3+NYFlEQiCGze6IobM6IjbNc3IBQBDHFekUGl14915SpzBuQtWuWzj6T2XFbvHFGpQ6LZCDbkxHj1GJmPJIT0SLTGIIMSl6dB4chwn3doNCKUdCx1DEpgYjvW8UN4lN7OS6T9Q6Bea83B+9xrCWu2GzOqLP+HboOjQeaX2iBaUgTDU20DSD8PhA3LNwGEbfzt6bNXXUHWpupGDpVoKcV8MnoWMospyxFNOf6oPDG3LQZ3wy9JFahMfrQNPA5Id6YNuyc14fRHwUSjliU4NRmleLaY/35jLTCD1GuTK15G61hCiKwvh7umHVwkOCmSwhJDpA1G2TMSAGHfvH4PMHN4N2MAiLD+T89WqtAtHJesSmBjtTYKO55YTU3pHIPFiCw//kcA8dmYzyEDhR7YKgDlDg0il2lvHXp+zsb9jsjlwNjcbiT8FLbaAKw2Z3RHAUG+jcvnsEUnq6HvA9RyVy8UIpvaKQ3C0cxzbnIs157CFOYVtdYsKeVa44q+BILeLSQpB5qARn9xYiPE6HFW/uR2RiIMbc2aXeqc9ihdn0ERpuRjboxjSs/uiIz8+ITWUHUXWAEh2uicbJ7Z7xS6ki9YYSO4UJ3HEAEByhRXzHEITHB6IsrxZJncNAySlcPFaG4uxq0Xo6YjAMgw3fnOBcbQHBKvQak4T0a6KhC3bNpjsPjhPs75RHe+HwhhzEpgXDWG1Ft2Gue8GXENq/JpuNb2IY9BydhG7DE7xuy4dYrIIjtdAGKlGWV8sFjAc7LQU9Ryfh9O5CdBkUh/CEQBzfkovw+EAER2kRkRiIkEgtfDvLXefU3R0WmxoMpVoOuVLGJTvwxwOL0c5llPpL9vFSD7cVXwRRFDD8lgxQMgpB4RrUlJmR3C0c/aekepTRUOsUiG6v5/YtrkMIt06hkiOmfbBHJiMhMEwNi9HOuUP52G2OBtdWOre/CFt/PssFFg+d2QFdhsbj8Aa2ns/v7x6E3UojgSeiAYhacCMSg6BQypHWJwrnDxQLrCcAnG5RVhiHJ7BjZmxaMOJ5v0OEM8klNEaHlF6RuHC4BBkDY3DN9e1BUezEmKYZ7P8rG3YbDWOVFUqNHFHJes5C655i33NMEjpcEw2bxY6YlGBBTTmlWo4bnuwDgL3PzAYb5AoZvnxkKwCg04BYyBWu7TU6JfpPdQnc+I6hGP+frii6UM0J7c6DY6FUyxHuTIporFu2sUhCqBUx64V+ztoagcg6XMIKn7hAjLqtM7fNTc9dCzAMZHIZJtzrfxGqKY/0gs3qgEanxOg7OuOfb08i/ZpodBoUK5gFixGbGowxd3bhim4BrkyuPhOSscYpPvpNTsGeVVmITQsGRVGgKNaUX5xdjTF3dOaKZxEmP9ITFqOde1Cl9Y1CYVYVQqIDMHRmR1w4WooyZ50KpVqOuPQQjyDl1N5sTZVLp/YLlh/bnNsoIcQwDPb9eQGBoRokZAh/H22QUmARIFkpMhmF3mPbQQzW4haP/HOVyOgfA22QCne/P5SLEwsMUUOhkgnEZmwaOyB1HZ6AzEMlOL4lD6d2FrBVuYuMiOsQWu9jdNg9RZ0+Qov+U1PhsNGI7xCKyMRAQUB6crdwjLq9M5bO343Y1BDBQ5Jv9o5IDOSsAmLm9LiOIYLXcqWMM6ff8GRvnNyej3Zdw3HUmSLtHmPizu4/MmEzO9B5cBx+eXM/7DyrQGrvKPQcneTxnuGzO2LQjWkoyzOAdtCITtZj3N1dPbYD4HV2TiCWhm3LztYphHLPVODisVKYnA9xfaQW8ekhOMkrhhrmdG8ER2pxzwdDAbATkU68GA0A6DosAWf3F6HnqERONIfH6xASreMK5w2cnoa1nx93fga4IPjuI1hri8wpNESPq9SMyCT/hRAtck3xGX5LBmctnfxQT5zYns9ZDxK7hCEmRY+wWB0CwzScpfTWVwfAUGnxiJcCWLHkfq8ArKi2WRycNTU0JoArMmmssja4oOf6r4Qu8ZDoAPZed6aXT/+/Pji1swDXTBRaqrqPSMTO384jqUs4KgoMqCk3c/fFiFszEBqrQwe3cIe0vlHYvyYbiZ3CMGhGGk7tLECPkYmCCQy/qOfYO7vAbLB51FKTyShEtgviMoFH3tpJMNGUyWVI7haO7GNluOm5awQZxL6gKIrzNPQel4SiC9XoOzG5zvek9opCaq8opPeNRk25Ge27s+7NsFgd7np/qGDfLgeSEGpFhMXpuAfLnJf6c3ElfNiHbv3TQeVKGRdI3bFfDMLidAiJCvC73kb7HhEYcWsGNAFKFGRVIb0vW+AsuVs4ug1PgNlgQ5/x7RDXIQShPB/4uLu6gqEZUDIKd7w9WPB9CqUcimDX665D46FUydG+ZwS0gSr0HJ3EZbp0HRqP5O7hKM834NrJ7bHRWZ8kKlmP6GQ9pv9fH64QIwDBDKU+HN+ah3P7itB/air2/ZUtuo1Kq+CE0IBpqVzMQl0Mm9VR8Jpfb4SSUbh2UgqKLlRh0Ix0VJeYONN6fIcQxKQEozCrSuACOLO7sN5CyFgtFBfaICUGTEsVxHuNuq0zdv+RyQVzpl8TDY1OiTveGgz3R542SIVrr28Ph41GxsBYrPn0KLqPTBStLySXyxAUpmEHwh4RGDm3EzQ69hpXaRSccCGDuqHSuxCymu1cHFFhVpVABAHgBlp3KBkFlUbBWbV8UVdRQoJaV7do2L78LCfqASAkUovk7hGIaheE4os1CIkOEEwSfNVnCovT4a53WaEUGKrBsc25mHhfd2gClLBZHIhJYWNISA2x/tNSUVNmhsVo96syeHWZqV6lGuqazWt4v09IdAAGTXdljylVckz/v74e7wkK0yAoTDxehqIojJzbCXlnK1FZaOBq8LCWDIoTQn0mJGPPH1moKTejvMCAgvOVSOkdJeoirQ/uoQYRCUEYcpPn79V9VAL0ERokdQnHqZ0FuHi8lCunodIouKxbPvpwLe54ezBkcgpyuQz9rmddXOoABdL7RkGhkkMX4nIxypUyrwVlB05Pw5ndhU6Xludkd+xdXWGqabhAJAV460NkUpDg2pLJZVBrL3+EjiSEWikNrVHiL/7OAAgURXGzOvcBe+jMDtxrsTgQ4r6pq+ChXCETuPqundQeVUVGOBwM+k1OgVwpw9zX2Uq8kUlBKM83IMFZWM49cNdibFgMBymBv+kHL2mrFDBqbifs+PU8NDqloOhYY+k11mXB4D8EKIrC5Id7YvHTOwRZUf4G7Jbm1qAstxYdro2BgRd4fs11ybhmUnuPh25IdADG39MNplorSnNqOYsYJaNEJfg117kG9Nnz+/vcl+lP9cGRfy6hx+hEwQOSD7EQXjpZjvxzlR7B9YCrrhUAQYHO+I4h6D8lVTSQuyFMuLcb/v78GLSBrMjoOzEZu1dmCbZR1NEqxW51CEQQwFqEKIrC6Ds648S2fPQcndigB3TGgFhk8ILAr3/QVf138sM9kX20FBkDYz1c3gAwbFYHbPnprMfy+gau8s8FwIrrHqMSud/JWwBwY0jvG430vtEovliNFW/sR1S7IPSdmAxDlZWbwAQEqRAQrEJNuRl/fcJarXvm1mLQjd5LldQFRQE6H2UV+MjlMq4idvcRCeg+wj/3qdh1QFEUxt4lbrn0Rkz7YMS0934fKNVyKNUt3/amNSIJIYlWi1whw3gvPWjC4wJFzeaE6jJzo+ICKni1N9L7RsHhYNB3QjJ0IWoE6FWY/n99fM7amxqlWo5Og2IFpRTEiumJQarX8qv8jrg1Ax37x/g8Bm2gComdw7yubwi6YDUGTvc9kwwkFqEqK35/9yDuWDDYoyeXWLByYucwDJ/dsUl7mqX0jMS8t4dAHaBwBsyauAf8NdclY99f2V5jVgjuIggAgiPZiU5ojM5nDbHGoAtW+yyW2HVYAmLTQvDzK3sBgLNO1bemi3vJjDsWDAZFUYjvEMpal+o56aoPUe30mPNyfwSFaiBXyhAcqUW3YfEozqlBTFqwx3VzfGteo4SQLlQtKiolrmwkISRx1RCbFuyqjs2wGTr+1svwRs/RiaIDZ0uKIEKkW7Vli9HOuR294a1zdHR7fasd0N1N/YZKi8cDzT2DEWCrqDfUJeoL0qCYAiVwVxOrk91G++yVVOJsd5OQEQq1VgGGAfTNYCVpCPy063bdIlB8sabeNV2MbhYhcm/EpAQ3mWXOF+6lR4byXNABwcJrqUETIwogPmFdsH/WIIkrC0kISVw1jL+nGxfjU1lkREWhsV5CSCzL43J0TPdGmLsFjGHjM7y5mACItiwAWveAzo+BADzbGAAud4xSLQftYJDUJaxZRJA7Gp0SGp0SZoONLSPgDDq2GO3ehZCzmnhUsh4Dpnqmi19OZDIKc17qD5vFAavJjn2ou16OO3zrnFZfd5G/lsSj6GA95y8Mw4CiKK7SOb+dhcTVgySEJK4aAvQqXDupPWrKzU4hVL8BXbTAXiuZuQNsOm1CRijUAQrknCyHzeyAudbmUwi59wIieKv/1BpQuWWQiAXjkodvWt8oDJiW6vGe5oKSUZjzcn8wNAOlWg51gALmWpto5g6BpMf7WwqgpSHxiMTVWl3K9qvyN5OHWOe6j0wQzdS7nLhbEs21NtgsDr+TRGwWhyC77nJYgiWan9ZpG5eQaAQka63CS48db4jF3PibOdQSyGQUpjzSC+Pv6QaNM4W9rjghsU7PCpWsVQ/o7vsmFvhOLELaIBW0gaoWdfNpdEpog1Tc3972kWEYXDhaisoiIygKglowrRGNTslVMK5Pjy5yLroMjvea6XW5cC/WCYi3GvGG+/3V2s+hRMOQhJDEVQepul1XbyB3xB5mvtosXE5I3EqdQsit/1q3YfG4+blrm22/morp/9eH+1vMUkfiUgKCLq8rhljWzAbPfcw8WMLV2IpMCqpXkcLLRYQzDq3UTyHksNPc+XG3vrQGAvQq3PrqAPQak8S18xBr+ukNfpPX/lNTmjRLVKL1IAkhiasO0tqhotDgV1VogvvDrNeYJK9xH5cbjXNQt9QlhNxmv+nXxjR7aYamICYlmOtBJiaEXBahyysuiEVITJCW5LiKUrbr5l+tqcsNqfRbdKEKhVlVXGyMN0izU4VS1mrdrfoILQZOT+NqS/Gb3vqissiI5a+zGZdhcTr0GZ/cascDicYhCSGJq46gCA1kcgp2K12vDBj+w6zX2CT0m5LiY+vLi5p7APsuZsdv8prUJQzRyc2XytzUqAK8iz0SI6S93BYhHbEIee4jufYSMkK5DuqtHVJY8+zeIvy64IBHd3F3SEZceEJgvdu9tDSkIrO/PfsO/eNqB6Oqo/+exJWNJIQkrjrkchnX8PX0bu/d6vmU5tZg0w+nAbCVtwfekNYiWUgNxZclgg9pWHvdfd1x/YM9BT2EWjvEleQeLM0wDFd1+nK7Y7gYIRFBWuMUQl2Hxje4nlVL41688sQ2zz5yfEpzWFFRn0rUl4vIJOL2q6ljSxaaV628LL9+iRcSVxZXzqgoIVEPSE+lE1vzvNbS4bPpxzPc32SW35ohD+D9a7K9mvodNpqznASGtM5YJ18QV4u7a8xUY2OXUZ7tDloarTNWyyjSF40IodaUeVgX7hmIdcXIEYtQcxZNbCqIRai23FJnEUxA6FYODL1yzqFE/ZGEkMRVSUrPCMgVMphqbF5r6fDh97ViHP7HFV0u+PWNjm3JE92GNC2VK2VXhLhzh2TGuQexVxSws3N9uOayx2yQ2k5EEBDsNgeXVn4lCSEA6HCtqxGoL4uj3epqcOreRb01otIqOGFXXlC3e4xknYZEB2DMHZ3r2FriSkYSQhJXJTK5jEsFJu4hX8gVrviG1lYUTowO10ZzDRzL88UHdXLcgSHqVp0u7w1vFiFSH4oExV9OSExNeb4BNourIGdtOStCFSqZzzpPrZGhszpyrmX3PmJ8Tu8uhNVkR1CYhss2a+3oeO1bfGGqtXIi8KZnr7kiXH8SDUcSQhJXLYFh7KBXU+7bIkQ7aG6btD5R6DEqsdn3rbHIFTL0n8JWKS4vMIhm93CB0n42iWxtkGBps5sQKnfO1PntIS4XgaFqBASrwDBAqdMqZDXbseTF3QCAoHDtFSdC1VoF1/VcrKcb4eR2Nn6ox+jEKyb2jJRbqMs1VlnEusUCQ9V+F1+UuHK5Mq5eCYkGEOT069dlEaqtsIChGcgUFMbO6wKV5spwI4XGBICi2EBdsd5bRAj52y27tUEsQqZqK/LPV3LLiWuM1Iu63BCrEHETlfMCazv2ixZ9T2tHq2etWCYfgqG6jBULCRmhLbJPTQHJMnTvj+YOcZW3tgKREs2DJIQkrloCnYNYXRYhkuasD9e2+hRgPgqVHHpnsHB5gWdWS61zML8SA6UBth8aEUMbvzvFLScCL7iV9IEjbiFyDqxm1oIVGhOAPuOTL9duNQptoMtyIlaLy2GjuUy51ty3zh2Ns+6UL0sX4GobcrmzEiVaBkkISVy1kNlcXRYhUhSutXQErw8kTqZSpJ0IMf9f7qKDDUWukOH6B3sCEHab51Ln3RtqXiaIZYrELllNbKwQqf59JUL2nTSUdcdQzZ4DmYJqtYUUxeBcY3VYhEgWoCSE2gaSEJK4auGCpct9CyESEBrgpWlmayYgyHuvKxK8eyXHOJD0eLvFAYeDhtVs547LW5PTloarZF7AilGbhRUOSvWVIxDckStclaJNtZ6iwVjlsphcSTFQ/rrGOItQKxHbEs2LJIQkrlpcbiMjso95r5BLZrxX0syW4KvCtM3porlSYp7EUGldIs5qtHMPYIVa3mqOKyQmAKDYVHNTjZWzCPH3/UqEWIXEMseIULiS3GKAq+6T366xK+z4JBpGvYXQ1q1bcf311yMuLg4URWHlypWC9QzD4IUXXkBsbCy0Wi1Gjx6Nc+fOCbYpLy/HnDlzoNfrERISgnnz5qG2VpgCfPToUQwZMgQajQaJiYlYsGCBx76sWLECGRkZ0Gg06NatG9asWVPvfZG4egmJCkDH/jFgaAb7/rzgdTtOCGlbx4O1PrgqG1+dFiGZXAals72BxWjnaiPpWpHLQqmSc27YikIDZxFSXcG/O8ATDSIB01eq64hYhMSsXHykGKG2Rb2FkMFgQI8ePfDJJ5+Irl+wYAE+/PBDLFq0CHv27IFOp8O4ceNgNrvcE3PmzMGJEyewYcMG/Pnnn9i6dSvuuecebn11dTXGjh2Ldu3a4cCBA3j77bcxf/58fPHFF9w2O3fuxKxZszBv3jwcOnQIU6dOxdSpU3H8+PF67YvE1U23YQkAfM8Ar2iLkJcUcwCwmp1C6Arvk8SvJ0QsQq3FLUYIdTayrSoxcRYh5RUorPmonPtvNYnECFVdoRYhvaslisNHxfkrVehJNIx636kTJkzAhAkTRNcxDIMPPvgAzz//PKZMmQIA+P777xEdHY2VK1di5syZOHXqFNauXYt9+/ahb9++AICPPvoIEydOxDvvvIO4uDgsWbIEVqsV33zzDVQqFbp06YLDhw/jvffe4wTTwoULMX78eDz55JMAgFdeeQUbNmzAxx9/jEWLFvm1LxJXP8Q9QTJ5xLCaWJFEeltdSai9VF8Grg7XGACotUrUwgKL0cZZhFpb7AbZH2O1FVanJe7K/92JEHJ4rDO20vNQF5oAJSgKYBg2mUBMyDE0A6Nz4hSgv7KEnkTDaNIYoQsXLqCwsBCjR4/mlgUHB6Nfv37YtWsXAGDXrl0ICQnhRBAAjB49GjKZDHv27OG2GTp0KFQq1002btw4nDlzBhUVFdw2/O8h25Dv8Wdf3LFYLKiurhb8k7iyIQ8jq9khWnQQuNJdY6T7uYhF6CpwjQE8i5DJ3motEcRyYKy2chaUK71jObEIuTe9BQDDFeo6omQUL/ZJ3EpsIiUDKJcFSeLqpkmFUGFhIQAgOlpYRCw6OppbV1hYiKioKMF6hUKBsLAwwTZin8H/Dm/b8NfXtS/uvPHGGwgODub+JSa2/grDEr4hbiGGZmC3iZvCyUCvuhJdY15ihBiGccUIXeEPZKFrrHVaIojlwFhtvWoscb5cY8ZWKkj9gYsT8pI5VuPMMg0IUkF+hVTMlmgc0lnm8cwzz6Cqqor7d+nSpcu9SxKNRKmWA87sXrEBnb/8yrQIEdeYXWDxsltpwPnyqrEIGW2oLnV2dG9lFX+5SszV1qsmNsu3EGqdgtQf6hJC1c6u88FRraNgp0Tz06RCKCYmBgBQVFQkWF5UVMSti4mJQXFxsWC93W5HeXm5YBuxz+B/h7dt+Ovr2hd31Go19Hq94J/ElQ1FUdzM3Gb2jHVgGOaqCJZ22GmBxYuLiaKuBiHkEntVzuKXpL5Qa4FvEbJeJRYhtRchRPNiaK5Mi5Bv11gVEUKtpHK5RPPTpEKoffv2iImJwcaNG7ll1dXV2LNnDwYMGAAAGDBgACorK3HgwAFum3///Rc0TaNfv37cNlu3boXN5rpQN2zYgI4dOyI0NJTbhv89ZBvyPf7si0TbgMRqiAVM2200aAdrOlFdgRYhpVoOmbMtCN89RkSfUi2/ogreiUHEXm2FBSZnbIq+lT2kSMVi1jVGgqWvbAHqLUbIzI+huQKrltdlESJiW9/KxLZE81FvIVRbW4vDhw/j8OHDANig5MOHDyMnJwcUReGRRx7Bq6++ilWrVuHYsWOYO3cu4uLiMHXqVABAp06dMH78eNx9993Yu3cvduzYgQceeAAzZ85EXFwcAGD27NlQqVSYN28eTpw4gWXLlmHhwoV47LHHuP14+OGHsXbtWrz77rs4ffo05s+fj/379+OBBx4AAL/2RaJt4MvEb3VagygZdUVaTiiKglrniqEhXA01hAhECJXk1HCviUuwtUBcRBajHWanIFVepRYhkrmnDVReMV3n+QQEeS8UCfBcY5IQajPU+07dv38/RowYwb0m4uS2227D4sWL8X//938wGAy45557UFlZicGDB2Pt2rXQaFw+/SVLluCBBx7AqFGjIJPJMH36dHz44Yfc+uDgYKxfvx73338/+vTpg4iICLzwwguCWkMDBw7E0qVL8fzzz+PZZ59Feno6Vq5cia5du3Lb+LMvElc/LouQp2vM7Ew7V2sVV6zlRKNTwlRj4x7AgKvNw5XungFcrrHKIraFRWt8QKkDFJDJKdAOl6v1arUIXelVlzWBpM2GF9dYMXudSRahtkO9R8nhw4d7TUMG2Bnqyy+/jJdfftnrNmFhYVi6dKnP7+nevTu2bdvmc5sZM2ZgxowZjdoXiasfVwq9d4vQlRgfROCCiXkp9Fbz1WMRcm9e2hofUBRFIUCvQm2FhVt2pYtQb5ZUEiituwIDpQFe41WR6tIOB82VaNCHt77rTKJ5uPLsmm0E2mLxKTgBgKFpGA8eAm31vKFpgwG00YiafzeBdquk7c9nNwZbcTEYh8v6wjBMk3yf+3H4A8MwnItCrDAcme1e0UKI9BszesYIXelWCQAIChVacFujRQjwrHZ95WeNOS2pbvcNEQpXqkWIxDWJWYT4CRWtaUxgGAaM3XtRWInGIQmhywhjtaLs669hzc4WLLeXl+Pc0GHIe+hhAICjqgq0xeLx/rIvvsDF2bNRtmiRYLnl3Dmc7T8AZ3r3Qe599+FMz14o/ewzMDYbbPn5ODdgIAqee75Zjqnyl19wfugwlHz0EXuMdjsuzrkF2TfdLBBH7tAWC8q//wHms2dF15uOHsWZa65FCc+Fysd86hTODR2Gyl9/Y7+XYXDxjjtwums3WHZuASBuEeLcGFdgoDRBE+BqG0Agx3q5LUKMwyF67daHwDDhA7e1CiF+urUuRA25ov7Da1NNGpoCEiPksNNw8DISr/Q+XPxg6ZpNm2DNyeHWkftGrpA16PzV/LsJVX/+5de23s6zraDAY9J36a67kTl2HGyFhbh0739R6dbj09fnX/rvfciceB1seXm4OPc2VPy8jNum8pdfUPDSSx4iq2L5cmROmgRbXp7g84yHDoE2mVC66HOcHz1GsF4M2mhE7qOPonTR5wAAS1YWij/4AI5WVqxYEkKXkdKvvkLx2+/gws0zYSsuRv5zzyFn3l2oXLYMdFUVajZsQOVvv+Nsv/44238ATEePwpKZCYuzcWzJBwvZz/n0M8Hnlnz8CRibcLZTsvBDVP76Kyp++gm00Yiq335r0D5bs7OROWEiKn/9lVvGOByo/O13VP76Kwqe/x8AoGzR5yh89TWc7toNpoMHYT52DHa3UgYAe3OVLV6MrOsmoej115H30MNgaM/Ch4UvvQzYbIJjNZ8+DeO+fexvsOhz2IuLUfDcc6jZtAm5Dz4I467dgMMBqiQfgKvlhOB4WqFFiGEYVCxfDvOpUwAA66VLqFi2XPR3AcAFSwssQlwxxaY/LkdNDSpXroSD1yjZUVODi7ffgbJvvhVse/GWW5E5fgKsubnIueceVK3+k1tX888/KPn00zof/CqNQnB+mloIMQwDW34+GJqG+eRJVP6+skFiJDgygPs7NCbAx5aeWDIzUfXXX8i+cQZy7rjT7+83HT2KorffBm001uv7/IF/7fDjhEg7FyLAGZsNRW+8gao//gAAOGoNMOzZi6K3FoC2WlH6xZfIf/oZGHbvafJ9bAhEwNnMDmQ/8Cgyx47jxAtnSdXKYcm6gHNDh6H8u+/8+lx7RQVy77sP+U88gdotW7jlDMN4TAJNx47jTO8+gs+mLRaYTpzA+REjcfHWubBcuIDCl1+GLT8fhh07YMvPx8VbbkXt5s0oePoZ7n21W7ag7Ouv4ais5ARU1apVONO7D6pW/4naTZtgzcrCxdtuh3HvXhTOn8/tV8Hz/0PlTz+j4udlyL55Jkqd7akKX3gR1vOZKHz9De55U/3XGlycNRv5Tz+Dkg8+gC03F4Wvvsbuu9WK4oULYTpxQnCcpZ99hpq/16Lkgw9gvXgRF2+di7JFn6PotdfZ95nNMJ04AXtZmV+/cXPRekb/Nkjtps0AALqqCvmPPQ7j/v3sa4trNlC99m8AAGMyoXbzFpR++ikAIH27ePxU+XffoWbdOvF13/+AwBHDudcMTYOSubSw+fRpUCo11CntPd7L2GzsDfLyy7BeuICC555HyPTpYBgGl+6+B4adOz3eU/Hjj4LX9ooKKJ2ZgQTD1q0ofvMt7rU1OxuG7duhTksDpdVC4SyX4KisFLzPeukSLkydBshkSN++TSD8cv97n2BbuYP9PS0ijUnNNay1wn5oH0xHaGh79PDYpjlhaBq23FwoExO5YG3jnr0ofOFFaLp2RftfViBr0vVgLBYwdhtCbrwRMrXQQkJm7vz0+eYs6lf4yiuoXrUahkk7EP/O2wDYc23cvRvG3bsRdsftoCgKjupqmA4dAgD2GMxmGLZuQ/D1k8AwDHIfeBAAoOvXDwF9+vj8zgC9ijt/+oj6iQyAtZKWfrYIEfffB1ViIhiahsyZNFH1xx8oePoZqDMyYDl9GgCgjIkGbTRCmZAITccOfn0HX6CRJqwE05EjqN2xAyHTpsFeWgpNp06gFAowDAN7SQmyrpsk3N/Tp1H27bcInTULAb16ef3Oi3NuYa99ux3RzzzjdbuGIJNRUGrksJkdyH3jHYTGByPygfs5V5nMUAHLBQcMu3ah/LvvAbAWgMKXXDGZtNmEyp9+BgBU/fUXkr78AuqOHWE6cACKyEhYL16EKjUV2i5dmnTffaGU01AyFtgoNcyaMAQaClD01psIGjMaxkts1wGlWo7iBQtgLy5G0RtvIuy227j3V/76GyiVCsHXs+eMNplg2LEDNf9u4rYpeuNNBA4bBgAoXvA2yn/4AaE33YTop58CpVKh7MsvwZhMKHrjTYTecgtAUbgweQqsFy8CAMzHjiH3gQdhzcyEYddu7nNtubnc3/bycshDQ3HpP/ey3/P2O1BnZKD977+h8JVXwZhMyHf24hR7L3jirOjVVwGw16lu0GBuee3GjajduBHp27eh7MsvAUDwfCGTterVq1H22SKUfbYI7Vf+Dsu5cwgcMYK7LgAg/6mn4XAKnppN7G9lOXcO2TNugiI6GulbNvs8b82JJIQuE9Xr13MXEQBOBAGA5aRruWGHS2AYDx7k/i53ExmlX3wJ/dgxKHrjTY/vin/vXRS88CKsWVmo4ilvR0UFFOHhyH/uOVSv+RuMiU0bTf75J2h79gQAmI4dg2HXblStXAnQtMAKAACmgwdFRZAYjtJSMHY7ardvh6O8AvqJE1D8/gcAAHWHDlDERMOwdRsu3fMf9g1yOVJWr4I6JQU073sZux1Fr7/BvqBp2HJyvJpodUOGQJnDCgRLRY3H+trz7MDDXDyPsq+PIOHDhX4dS1NRuXw5Cue/hOhnnuYGW9OxowAAW14eG8/ldC0VvfIqyr76GimrV0EeGAgAKP/+e1T9tB9oN1XQb8zajP3TqletZv//80/Evb0AhS+8gMoVv3DrbXn5UCXEc4M6ADBupn47r6iqw9k/0F8aEqSb99jjsJw7B9Phw1AmJcFy6hRS1v4NRWgoatatBwBOBAFAySefwLSfrXXW6fQp0c90RyCEYnXc37TFguyb2SbPpR+yLmNNj+5I/uEHlH39NUoWerp7Sz78CLWbNsFRUYmkL78QrGMYBrWbNkERFc1NAKr+WIWop59u8sxHtVYBm9mBin+2wFGTg+CpU7mMxPL330ZW2WHIw0K57fkiCIDAMgKbDaUffwKGpmHijWWyoCB02LkDlLJlSiJU//03NLXlsAW1g0kTgUBDARwlpahY+hMufrUa6HY/FDJa9Lq0FbFWZwDQdMoA46BRsWQJKpcvF2xnzc6GvaIC1atXo/xb1kpasXQpoJAj5tlnQfH6aBp274YyNk5wvwCANTOT/f/CBdHjMB87BlV74aTVcvo0cu64E3SN51gneO+JE6BU4jFe1X+u9lhmOXcOcpECw/bCQjA2G0xHjnLLLkydBgDQT74eDC9+1eQsuQOAG8+Jl0Dh1gqrpZFcY5cBW2EhG//jJfhNYObmqXYjrwhlmdPnSih57z3OD+uOMjEJEfffz35cVRW33F5UBMZqRdWvv3EiCADyn36GM81nz7gJJe+9B2tWFqzZ2XCUlrq+8+NPcHHOLZ7f52b1IRh27kLpp58h997/ouDZZ5Fz+x3cwyfpu8UImTZN+AaHA8a9+8BYrQIBZty3D7WbXLMvW2GhxyBCULVPhkrPzs7NlQaP9eYK9nMVdiNsBQUe6xmGgfHgIQ8B2FQUzn8JAAQC1uIUyI6KCs6iQrAXFKBq5R+4cOMMlC9ZgqLX34DCUMm+j+caI383t8vPdOiwQAQBgPn4cQCANVv8nOQ++CCqVq1yfcbhw7AVscKItlphOnzYwzXkcLheU7K6H/YMTaN00edcPAQx79vy82HcvRuOqir22rLbOfeq4Lj2u+41f91U/BghfguQqt9XemxrPnIUZd98IyqCAMCwYwe73bFjHt9fs249cu+7H9k33sgtc1RWwnzypF/7WR9I7JxdwR7bxVtugYXcMw4L4HDAUVLq9f324hIArjHBuH8/J4IopRKgKNA1NQJh3JxUrFiB/KeehtbETgjNmnCoO7AWv+K33oJDxooDhd0ksDKTxJSC/7liK7MmXY8LU6Z4iCBC8dvvuCZs5Pu//wGWrAuC47007y5kTZxY72Op3bKVu9f4GHfvFtlaiPn4cVgvZImuq17r6VGwl5XD5qVHp/n0aVGxRiZMgcOGIfy/9wpX0jSsubmwFbJCSCkJobaHvaQUmoaYgt3ifuA2+6vyEkCnCAtF2NxbIXNT9LbiYljOn/fY3pqdDfPJk3U+AEo//pjbD4pXmylk5kzR7cu/+45z7QGuGYI8MgKK0FAoY2M93mPJymRFDk8QEr809zlHjnpYHAiq5GRowtnjtlTUonrdesEsxeJMoVXYTbAVFqB6/XrkP/UUaJOJdQW+9BIuzp7N+bSbGnmoazZNO8Wo+ZTLMlH5y68e7yl69VWYjx9H0SusOVtpZwUe3/Vn5soCNH6WbTp+AoadO0Wvh4uzZ3ssM59wCiEv4rRmwz8oefc97nXZV18jc8wYAEDxm28he+YsVPy4RPCeMJ6FxR/KPv8cJR98gML580EbjZAFeLrTrNnZMB8/Drq2FrLgYKTv3IGY+S96bGfYuRM58+6qU2hodEpOpEUlu+61mk3/im5f4XQZiUGuUUdlpYe1s3rNGtH3mI4c8bl/9YWx26FSsOfcLmeFkL2wEMZs1sUit/uRxemc7AUMHACZznUOw++5BxnHjkKZkAAAXh+yTUn5Dz+i8H8vAAA0Zla8mbQRCBo31rW7cnYck1uNoK2uIH9bfgEuzp4Nw1bvJV3iFy5E3LvvQNuXdfOSmCl5aCg67N0D3ZAhAICadWthy89v8HGQ36xi6VIUO+NEg8aPR6jIvUhQREYKXpuOn4AlS1wIicVyWnMuerW6Z8+4SXQyQVB3ykAQr/YgIXP0GO6alSxCbRBtt65o/+svSN++De1X/l7n9ur0NNHlITfeiNjXXhNdx0ceFgZKLoc6NVWw3F5UDNMxzxkFANSsXcfN5nyhGzgQqRvWI3CIy6+sSkpE+H/+4/N9ms6dub/V7ZIBAIpYT0uSNesCTEePCpc5TcbkdzE4Z0DyiAiP9yvCwqCNYsWGqbAUeQ8/jPIfXG5FizOWRmE3wlFahryHHkbVH6tQ/t13MB8/jkqnRaH6L/8yQeoL3x1g3L8ftNEoyCKs/vNPkXcJUdhZC2LtxQJkz5zFBiAWlQMAlLS5UVlIDMMg+8YbkXPnPJzp3gN5jz3udVt5eDgAwHSYHdzcsyF9fo/VCntFBes+AFD01luC9UNndkBqr0hMe9x7vAyBtlpR+rnLnWTNzha4IgiWc+dgOnoMABDQpw8UYWEIuflmKOPjBdtdmncXDDt24NJ99/v8XoqiMPe1gZg9v58go8r9d9D26QPI5aIPHDHMx44JXvOtugAQdttcdrsjR3DpgQdQ9tVXPjM0/SXvySdhO7QXgMsiBLjEQvjkCX5/lio+HrJglzgMncVOlpTOvo+2fE9rbFNCm0zcxC1s3p2IGsqKFZMmAoGDXWOXQ85ahGSGKtgLXecnc/ToOr8jaOwYBF93HVTt2jk/jD0Hsa+8DLleD/34cQDYWCl/hZ9exFKU9M3X0A1lRZXNmfEWOHgQQm+9BZALYwKjn30WgSNHIubllwTLzcePc1ZSeaTnuOmOcfcewEuyRl1oMjpB4aW/J4k3UsZIQqjNooiIgDpNXOTwCRw92sN/HjRuHKL/9zxCpt+Ajgf2AwrvLhCZlh3E1GluQqi42MO0SoKFK3/7DZYzp1EXEff9F6qEBCiiXBeyIjISkQ8/hKRvvvb6vpCbbuL+VrVPdr7P84a0ZGWKZptEPfkEgqfdwG7jdCUFDhoo2EYeGgrdgAHQJrL75nAO5tVr16L0yy9R/O67sDmNQwq7CeAJBsv5TJh5GRAMw3hk4jUGe0UFLtwwXWAiL377HZiOHxfsB8DO9nyhtLFCyOqQw3T4MHLuugu1mZcAAKXPPIFzgwZ7tc7UBW1wuWkZm82rNSLykYfR7scfALCuy+q162BxClaVmwAHAMg8hx4rb4bqHusSFKbB+P90Q1x6qPvbPDAfPyGwEJpPn/EItgdYkVn0OmvpU3dI5743aPQo0c+1+/HwCgxVIzSGtXwwDgeq/vgDtos5gm3UaWlQ+xmADYC9JpwwDAMzL5YpbsFb0PbtC4CNE6r9ZyOK33kXZ665FuVuVrX6UvP3Wva+AGBXaBDz4gsARXFiIWTEYOgnTYK2Rw8EevnNCIrYWOiuuQYAINPrOeuvItYphAqbVggZ9+1D7fYd3OuqP1bBUVUFZUICoh57DDFjB7HfG5sGVUoKt51d4bRslxUK4hLdUXfqhPgPPhAsI9esKjlZuG06e20FjRoFSqOB9Xym17AId4KnTeX+1nTrhvj33oUqKQkRvC4LABDQty/U7dsjzc36GDb3ViR++gkChw9H9Av/Q8InHwMyGexFRWxWLYDoJ57w/GK3541xLyuI+RZsdzRduyL+vXchCw72WK4QmaQCLsunZBFq41B8AeNFzAQOGiSIu4n+3/NIWPgBZM5Zrkyng86PRrKqZGFgXfmPP6J2+3bBsrC75kGZkABHWRkKX35FsC7m5ZeQvHwZZ5oF2IscEF7IiqgoUDKZ+APQSUBfV5aQMjEJAAQZbAR7fgGqV7O+ZjKgAEDYHXd4zCJCeDETAQP6I23zJsiDgxE6is3eoANDALAz7JJ330PZl1/B6tQ2Srsw/dhRWQkLv6aRzQYrL+uisVQsXSpwtchDQ2E5exalH3/isa2eZ7oXQ+F0jTkUWtCUDKb9B2BXBjjXGeEoL0e1MyC4vjjKvMd/8M+HKikJquRkzgSf98gjnECNfPABj/cmfr7Iw/LCTwxgaBqMwwHGbgdjs8F88iQcdQSAEkyHDgpel3/7jWufO3ZE/ELPgHi+tTRQxIzfEEoXLUL+U097LFcmxNcrO9HMs9raCwpAV1UBCgU6HjmM4MmToeW1FSIwRiOXCdQQiBVR4XR/2RVaqNPTwSgUnBAK7JiK+HfeRvKyn73GBRKUMbGIeuophM6Zg/YrXDE1SqcV2F5QAPOZMw0qmuoObTbj4q1zcemuu2CvqGCDlp0CPnTWTFByOXRRrHXKpg2GPCiIe6/Dae2SGao8P5hH/LvvQD9+HMLvvhsAEMG7xjmLkBMyXspDQhD39gLOaqNMTBRsp87I8Pge/rgePGUKZyEShFZQFJTO71RGRYFSewZBUxSFsNmzETRqlECo6QYOQPCUKYhfuBDhPHGlCA1F4pdfcPFT3D5Mvp77W8b73YKnTUP8Bx9AP3EiOu7ZjaAJ40EplYh58QWoEuI9xnaZM9mD+z5JCElonemxYbfNhSolBTKdjku9BABt9+4I6N+fe60UMTNGPSmi6t1QRIQLXtNVVbAXFAhijVRJ7RDxAOsC4Kdbqjt1QvB110HbvbvANE9SkGW8GCHyMFSEC78PYG+euHfeEWQ7yIMCPbYDhEHXlFqNhE8/QeicOUj5ew0omUxgblWnp0Hbty9i33wDquRkxDz7LJdmrglhZ+h2Sg1t796C7yAmf210mGC5Yft2VCz9SbDMW/ZGfSlbvBgVS4QtZoInTwbgmnnxUaenI27BWwi+4QbRhzSZtQOu47EpnELIaS3yFkNVF97qewSNHYuU1augGzoE8vBw6AYOZBvAdhIO5urOnaAfPx5JixcLZpmBQ4Yg9g1h3FX1el6QpsMBS2YmMq+7Dqe7dceFG6ajwBnfURfGA6wQIq5Syzk2Dk6ZlISUP1YiaMxoqDt1Eu4nTwgF9O3r1Qrnr5uxet16lH70MfeaH6MhDwmBrl9/sbexuD00jHv3ImvKVBS9+RYKnRYsTceO3PWtiImBPCzM42MAIHPCRK9FSn1BMqaI29Wu0EKZmAQHLQModv9Uga57nrHwqtuLZK4p42KhCAtDzP+eFwgFpdMiVLH0J1yYMhXFvNixhlCxbDnO8n7bcwMG4tyAgdx9FeR0cckV7D7SdqG7h0yWSMkNPuoOHRAzfz7iFrwFtdOKFPnwQ0j6/juBhSbAafkCWEsYxXNX6ceMQdyCt0AplQjody23XJWaisiHHvT4TkqhQPg990CVkgL9dS43GbHyA4AyPl5gQU34+GNQGg1iXxMXwhretR/uTL3XjxuLyIcf4pbbKyoQOGQI4t5+W/DegH79uL91/V1/Rz3+GFQJrolN/LvvIn3XLoTOmiW6D3FvCoPIpWBpCSR8/BFiX3sVkQ88gOTly5C6fh0iH2GrSgeOHgVKpUL4Hbdz2/PdUARNhw5I/OorhN15p9fv0Tl94crERITNc22n6dYNMS++gPD/3gt1h3QET5kiMHXHzH8RKb//xgU7ht3OpnnrJ7piBCiNaxZCRBGlUEDuZibtsGsngiddB0ouR/h//gNNt27QX389xEj49BNEP/ccwubdibgFC6BKTETM/56H2imi+DdP5COPgKIohEyditS1fwusFaS6ssNOI+qlVxD5yCPQ9ukDBi7hoOvgWTuJoHCa8ZtCCFlzclD85ltwlJcLlusGuln0eNZBVbt2CJ48GXGvvyY4Lm5TfRDknAtDB5qSg3bO2omly3zihKCCrr/YS8UtQoHOGIXEzz5D+pbNkIeEAAAi7rlHIFDDb7+dPb7+/RDuvG7ITFgRIQzgtJ7PFLyuXr1a4FaqWbvW637SFguqVv/JFp9zlnMIvUnYh5DE5FAyGdr/sgJBY1xxH3xhTikUSPjgfS72RvAZJXXHzZnPnEHeww8L38f7HVUJCQgaNxZRTz4psAJoenRH2qZ/oRcRYZYzZ1C+eDFq/9kIAIh89FHX/lKU1+QL64ULXFC9v9BmMzcJkDvY64rWhUIRFYmIF9j0eAoMFCrX44OU2wCA9r/+gtA5czjLhCI21qvFyD1BouKHH+q1r+4UvvgiV25CDCLCSNVoh1MIhc69ld3X7uxESSmjoYiLRZAziF8ZF4eUVX8gdObN3KQFYK8V3bXXCkIXFKGhSF6xHJouXRD5gKc1NPi665C+cwdiX3kF0c88DUqtRuxL8yELcAWTa3v25ERI1GOPInXNX1xNNUL0c8+BUqsRt2CBYHngkMHouH8fQqZPF/0NQm+ZA23Pnoj/6EPoeGKMkssR98477Gc7J9buVtuAPn2Q9O03CBw2DFFPPY2UNWvQ/o8/PFxflEwGeaD3BAdVitBbcLktQlIdoVaAIjxceNEGBkIRHs66dpwXvyo5GdHPPw9rdjY0XTqLfk7g4EEIHDwIugEDYDp8GKWffMIW6+J9T/r2bZBptZDpdGxhr88WIeLe/yBo5EjBZ8W/9x6qfl8Je1kpgqdOFawLv/tuaLp04Xz+AKCfeB3Kv/seuv7CmW7q+nVwVFWhcsUvUCUnC1yBUY8+Ajz6iGD7uLfeRP6zzyH+7QXQZGRAI2Iu5o4nLg6hs2eBUqkR6Lb/fPj9tqjYBETc+x8EXHsNMm+9EwzFrgvqlIZyL/HQ+rFjUf7ddzDs2InwefO8fo8/kLgZPtHPPI2Avn1Z8eOMHVC3b88FM/IHWU1X1wOPUirB2GwIvv56qIoUMNkAzaixsK/7g9sm/vmnUDz/RdRu2YLaLVuQtnULlFFRfu+vw4tFSD+BFcGUW3BmQN++SN+8CfayMpiOHBUU8Iz473+hiIpG0Cj2XLlbKAEAMhm03bvDdPgwyr78SrBK4WO/K374AcXvvMu9VmdkIHTOHJR//wMX6xHGm0xQcjkCBgxAzYZ/2K/lzbAJYsH3tty8On8/fnC/TKcDbTAg6qn/gyoxEZZz5xDQvz8oikL4vDsRPu9OnMpgZ+jq1DQoY2MR/dyzsJeWQn/9JBS99jpnzQu95RbYS0oQ0LcvAgcPEnynpktnGLw0qa5vRlbpJ59yxfOIa4wJi2YtfkNHAZv2QKlVCKwQwZOvB2M2sbEq6emI6dwZgcOHwXzyFOuO8uL2d4+nAdgaSmF33C5wWTUFEff9l/vbJYRYC1/0//0fQmfNQtaaaiC3DLEP34fUoQlgHA5ounRByPQb6vVd2m7d0P7XX7yuJ8cWdtttrGhUKMBYrdD06A5Vu3aIdxM3YoTdegvCbvUsXwLA6+8NAAG9eiH5559E1wVPug6BQ4dwbi95oA4Jn32KwpdeRkCfPpAHB0M3YIBfoRgen33DDaj67TcE33ADVIkJkIeGwlFRAXVGhsCjcDmQhFArxt0FFnbLHL/eFzhkMAKHDEbwtKkeMzG+co96+GGEz5vHFefjI1OpEHrzTR7Lybqg4cMFy+SBOqT+5ZnhJA8Ohjw4GFGPP+bXvgdPmYKgceP8ujEoikLMC3W7S2RyGRQqGexWGlaTA9pAQNu1K2Qd2dgKmQwIv3k6yt9ha/lounWDrn9/lH39NdSpKQi99RaU//ADDDt3wnLunKhVxl+sbkKo3dIlCHC66yL+ey+qVv4BbY8eCLvjdly85VaE3yUUXkFjxiDy8ceg6dAB6o4dUfHTzwidMxvqT7JgKjJC1aUHTBvZeCCVVgFVlNDqYty9WzCj9QbDMHCUl8Ne6iaEZDJEP/20IBVaDEV4OIJGCt14soAAwcAt1+sRPGUKaJMJmi5dUL12LUJvvgmart0ENXJ0AwfCsHOnz+DViuUrBK/Dbr2FE/6UXA5bUbFHTFnozTfDUVrm4S7ljsHNYgUApkOHENDbd+aa5fQZdh/uuANRTzwO05Ej0HbrBkqpRNAoz6Di+PfeRcXPyzgrsCI8HO2+Z1svyIP0KPvqK8S+9prPCtc+y3HUM2uQiCDA5XZ1aNmYGruVNPMVPjooudzDDRI4ZAgCnSnj3lC1awdFTIwgEL30009Bm0yIfur/6rXf3nraxb76CrQ9ewpcckQIMTQDmmYgUyigbt8eNgvrVtWE6zlxHHGv7wzYxkJEC6VSof2yZXVs3fy4F04MGjECgcOHN7pYZ8zzzyFo5AjWja5Uot3SJbDl5SOgj/j915JIQugqRsULavaGmAi63DTH7EClUcButXJNFSmVCtEffga8ug9qnRKKoEAkfPoJyr/7HnFvvQllTAxCbr4ZsgAtFGFhCBw+HLX//ouajRsbJYRIvAq3X0lJ3N+R99+PyPtdKdod9+7xyBakKAoRzgBNwGlVA6BQZbOfd+0A6O++DzjKFlNURArN6aYjR/0SQuXfLkaxyKy0w84dnBusKYh7y1VIMuI/bJwFwzBQtW/PuSK1fXqzQshoBGO3e8x2GYYRiKTA0aM4Kya5lvjxCwRKLheNyyBou3cDpdFAGRcHdWoKajb8g+J334VuyGBoOngXJWZntqUmoyNrefIitAj6iRNF06QBQD9+HJd27QuxgGmCrahI9HfzhjIpiUvL5oSQhrUQcK1bmrCZb/gdt3tUxBcrFFgX3ooyarp08cjOlSlcD3XaTkOmYo+nOY7vaqApKpbLAgK4GC2AtXqr23sPSWhJpBghiTYBqZDLb7xqs7DxAWTQCxo5Eu2+W8xZ4lQJ8VA4g1BJ3SNbXsMLoQGerjG5SEA5oT4tBxRKZxyUjYZ6KDvYsELIzSLEq07ui+p1nvE4gcOHe6TGNgcURQncWHwhIZY5ZsvL52Ku4j94HwnvvefhsmsI6tRUdNi9Cyl//Yn4hQvZhAWaRu3mLV7fY83N5apSi2UBNRfK2FjEvPgCop58Epoe3YUrbTZYcy75/Vm0yZVBqdY7Cyk6s6nI/dOUzXxDb73VI7DX/br1ByKEZDodmybuRKxECb+zPL9qOZkouVu8JK5uJCEk0SYgcUKkYSTgMvP7M/sjQZ1ibTj8hbHZBEIoaMyYJusNRQJX7VaHoL2Ge+ae5cwZv+ohyTTCmJn4D95H4qLPmryXlTdCpk6FOj0d8vBwaLp14ypDi/VQIvWeNJ07Qz9+vGjxxIYi02hAURQomQxBI4YDAEw+xOTFW9kAa1lAQIvPdkNnzUL4vDvRftkyj7g+y9kzdb6ftlpR+tlnXMsMVVoq2r3BFuIj3eeJxUTVhM18KZnMI7DXYah/SxsSDK/p1AlBo0YhbsFbSPzqK9EJhUzuuo4dNlfmmM0iWYTaIpLslWgTkBmsVWARclaVVvkhhOIaJ4RooxFVq/8EYzJBHhaGtM2bmrTJJDkGu5XmUryVaoXndzAM7GVloiUY+Lg3nOQXnWsJKJUKycuXAQwDWUAAZHo9aKMRjqpqj22JJUDJczM2B9rebO2r2i1bUPXnXwiedJ1gvaO6mi1HASDxi8+bVJDVl+jnn4Nu4ADUbt+O6lWrYTp0SDQbjU/xm29y2WJUQABSVq9GbYUFQDasJjsYhmlWoaDp1o2rou1wj03zA5vzOiBB9b5cwBRFQaagQNsZ0A6XECJZZHKlZCNoS0hnW6JNwFmEzI23CDWkZUXB/15A4YtsHytd//6QqVRNal1ROi1CNqsDdis7mBMrESnHT7D7aJJJIEIo4eOPkPj1Vz5jYpoLmVbLWYJIlg1d4ymESNVoeUjzuu00nTJAOfcn/4knPNx0pO6WPDyczQK8jMgDAxE8eTIXrGw8dNjn9ra8PEHdLMZoZLPEnC5l2sHAYaOb1XUU99ZbXBFWb/WrfGF3Nu71NxVbLhem0AMu6xDfdSZx9SOdbYk2AYkR4luEXIKhbiFEagkxRiNb2bce0CaToFdZwAAfxfQaiMsi5OAGdoVzVpv48cdI376NyyyqqxYOwzCwO8WFpksXBA4a5HP7loA0DHZUe7rGXEIopFn3gVIoEPeqq9q6ey0oq7MppXvtlcuJthcbX2U+eZJr6iuGyUtDWaVaDjj1usVkb1aLkDqlPZK++BwAW7ahvhMO82m2krki2r/yEFwKvc31PSSdXhJCbQvpbEu0CcgM1sazCHGDuqru20CmVnMP2gs33+w1Vdcd48GDONPLFeyrSk4WZE40FXzXGLF0yZ0B1JRKBUVEBBeAai/1LYRogwFwxhE1t7jwF5LS6/BpEQpp9v3QT5wIhdNN6t781JZLhJDvdhMtiTI+jq2HZLcLW8a4Yc1k+7xpOndm25A4+2hRMoq7d6wmu4e1sakhtZsYmw10tee5FsNeXo6Lc29je2fJ5aKdzkW/y5k55nC6xmiaAUM7W4tIrrE2hXS2JdoExDVGgj4B1o0EAAo/Z7ekuKXtYg6MezwbwYpBuisDQMismUhd+7dHhdimgB8sbbcJLULcNs6mtnVZhIhbjNJqRQsNXg7ketY1VvzOu7C7WWI4IRQc0jL74vweDyHktAj5U7aipaAoiquf46tXnvUCK4SCxo1Dyh8rBSn7Kq0r0cBh9T+uriHI1GquD5W/7rGqP1ZxLTRCbpjm0evL63e5VZfmu8j46fUSVz+SEJJoExCxQ6wl/L/9HdRDZ83k/rZm+9fN3VbgKhQXNtezZUNTwbcIObwKIWIR8h0jRIRQa7EGAYAsiLUI0VVVKPnwQ8E6IkiaO0aIQNrGuAdu21qhawxw1VAiFisxLE6LkCrFM9ONxAlZTXbYbM1rEQJcPQrruk4J1hz2XlRERSH6ac8mt94g7i/a6Q7jZ49JwdJtC+lsS7QJiCggpn0AsJM6Qn4KobC5c7kOzdbsbL/eY8tn6w4lfPJxs6ZTi1mE3Adz4nZw+CuEQkOaeC8bDmN1NfU07tsvWNeSrjGAL4QqBcs5IVRHJ/aWRpnA9nazebEIMQwDaxYrhPjNZwkkvs5istd78tAQSLCz3c8MTdsl9rgiH36ozornfDjXmLtFiAJkMski1JaQhJBEm4AfTEzgXGP1mN2S3kh+CyHnYN7cD0ci5mxWGnab87iUwocVZxEqrsM15hQWipCmd+E1FFK+AIBHg8cWF0IkXsnNNUbS+BXRvksTtDRKp6vOlicuhBwVFaCNbBFFlbMhLh++RYiLEWpGiwm5xyz+3mOX2GKRRPD5i3vjVX7GWEvVy5JoHUhCSKJNwFlMeObv+qTPE+ojhGizmWta6t5lu6lxHZ/D5RpzE3hEQNhKxFsREOycRaj1CKHQW26Fthfb44vfSoGx2bj2Gi0mhJwuOH72IGO1ugRkVP2rIjcnxDVmvSQuhEhQskynE61t1dIWIe4eu5Bd57aMwwGr0+qqSqxfbJZM7uYas0up820V6YxLtAmIdURgEapHQUWCqn0y+96CAp/pyABgy2etQbKAgGZvTcE/Pm+uMWKVsheXgLHb4Q3iavDV7b2lkQfqEPvaawCEwd6cVYaiPJpFNtu+ENdYpUsIcYG9CgW3vrWgdFp5bAUFYBwOj/WOGlZIyrx0e1eJWIT8dSc3BHKPWc6fE91fPvaiIjbDUan0u34QQa50d405U+el+KA2h3TGJdoErhgankXIRgZ1/28DeUgIO+AyDGr+/dfntrYCdqaqjI9rdlM7//i8uS8UkZGAUgnY7V4bVALClhWtCWJpoWtrOVcOscLI9Pom6S/mDzIuRognhJxxV4qICFCy1jWsKqKiALmcPe8iFZvpWrY2kzxIvAGzQAjZ6u9Ori8kls56PhNZE6/zKdpJDzVVXFy9zz9XUNEhjBGSSxljbY7WdcdKSDQTXIwQ3zVmqV/6PMCmI4fMmAEAqPhxic9t7YVsxpiimd1igFtBRS5rTHhclEzGtdYgQdzuMA4HzKed3dO7tC4hJNPpuMrOxCrkynBrOSuMXEwIlbiEUGuDksk4t6GjotxjPamQLQsUtwiJxgg1oxBS8soPWC9e9JlGT3qoNaQFDJc+b3MXQtJjsa0hnXGJNoEra8wzWLq+Zv6Qm1ghZDp0CI5a780hyexbEdH8MSMKkWBpucjDiqR2exNC1qwsMGYzZAEBXKxGa4GiKFctJKdFy3LhAgBAVc9A2cYgVkeICLPWKIQAQBHGxnu5V8MGAJpzjfm2CLVUjBClUCBojKvoqK/CiqYjRwEA2u7d6v09XPq8Q5g+Lwmhtod0xiXaBKIWoXq02OCjjIqC3PlAJmnHYtjLnFaC8LB6fX5DIDN0B98iJDKgkzghkurtjmE3WyhS3alTq3PxAIAyko1bIsLDcvYcAEDdgr3QiPVJ6BpzCqHI1hUoTZCHOWvzlFd4rONcY/WxCCmb1w0Z/+GHUDitlySGSQyTs0mrpnv3en+Ht/R5SQi1PaQzLtEmIBYhh0iwdEP6Jqnbs6Z4iw8hRDpoy50F4poTJU/occHSYhYhIoRELEKM1Yqyb78BAOgnTGiuXW0UJE6IE0JnWNeIumPLCSESRO4oK+MsglyMUGTrtAjJOYuQp5uJHENdwdKWFooRAljrH8laJELNHXtFBWw5OQAAbdeu9f4Oj/R5u3hsncTVj3TGJdoEosHSDagjRFClskLImnXB6zakFYQivPkfjgp+93kvMUKASwiRIFM+piNHYM8vgDw0FCE3Tm/GvW04fMsGwzBc/yxNC1qEFKGhXNyX5RTb6NPBCaHWaRFShLJWSff2JIDLNeZXsHQDragNQe5stUFimNwhBSIV0dENytRztdgQps/LJItQm0M64xJtAjJw0zTDZYnYGhHvQCxCpEeTGI4WdY05j8/OuMoCiMxstd3YmbPp4EGP+CbywFEmJkKm0TTn7jYYvmXDXlLCuqdkMqhEKiI3JySjzuzs2k5cTvLQ5j/XDUEexu6XQ8Q15qj1HSxNeo0Zq13VvZvbIgS4LFS0F9cYbWAzB0lvsvpCXGM0V1BR6jzfVpHOuESbgC8KHFYatIPmCqk1xDVGslQsvixCnGus5SxCgCsbTqweiiotDar27cHYbKjdvEWwjjaydZFaS6NVMRTEIlRWzmsFEgqZWt2i+6Hp3AmASwjR1c5+Z8EtU8uovhAxLpY1xgVLexEUGh1bZJFvTW0J9xGxUHlzjdEmpxByZhLW+/Pl4q4xKX2+7SEJIYk2AV8U2G00bPxBvQGzW1dxQvF6PIzd7qo0HNH8MUJyhcxjJit2XBRFIWjMGACAYccOwTruwdKKhZCcPNDLy0EbDAAAWaD//aWaCk0np0XoNBujRBqwylqoqGN9IZYqe5mYEPJdR4gIIYJMTnFVmZsTYqHyFixNakk19HolY4LDremqVFCx7SGdcYk2AUVRghR6Lo2eapgpnKQj0zU1oHkNQQmOigqAYQBeDZfmhKIoaHQKwTJvx0VS6B01wrRkxlkpWxbQeoUQ15m8vJxrrVGfRptNhSrJVa0ZABzOFO/WVlWaIPeRPl9XsLRcIYNK47KatkR8ELs/TouQlxgh1/XaMIuQTO7MGvMoqCg9Ftsa0hmXaDO4ig7SghTzhlR9lun1gIIVHmIPF1IETh4a2mIVjzWBwpm7tweWTMvG/zBGYYsQ2mQGAFCt2SLkzCRylJVxFiF5QMsLIZLaTVdXw15RAcbM/nYt1eajviicMUKkjxwfmiuo6D3WRhOkcn1WC8QHAYDcKcwc3lxjxCLUQOHO1RFyL6goWYTaHNIZl2gzCBqTNnLQo2QyKEJ9zLKdDxxiOWoJ+C4MmZyCTCYu8ChnIDTtfHgTONeYpvUKIWIRog0Gzs3T0GDZxiAPDOQsUaSWESjqsuyLPxCrJF1d7dG/y8G12BC3CAGAlieyW84iVEewtFMIUQ2NESJZYw6p6WpbRzrjEm0GOecao5tk0COZOKJxF9xsteWsFXwh5EvgybTsg4M2Cy1CV4JrTBYUxPZLA2C7xJYAuByuMQBQxLJWIVLLSK7Xt8oilADPUsUwHq4mutppEfJXCLWQxUTOCSFvFqHGucY8CypKWWNtFemMS7QZXNWlvXdor9fn+crEcQ7SVAuKCrWfDyuvrjGyz63YNUZRFOfmsTqL6V0uK4wy2imEzrG1jGStND4IACiVijuvDl7LCtpkAmOxAADkId6tl5rLYREiwdJe2ti4gqUbGCNEXGNc+ryUNdZWkYSQRJtBwbcIcUUHG2ER8pWJcxncTHyLkK8WCJRznzxdYyR9vmEPlpaCWOKsl5xC6HJZhGKiAQBmZ1HH1hofRHA1i3UJIZLZCKUSMp33864NdMUIKVssRsh3sHSj0+e9VJaWLEJtD+mMS7QZ+BahpgiM5Kdyu8O5mVrQuuK/a8xpETK5WYTMrb+OEOAK/LU5q2NfjvR5gGcRcsYItXoh5Nw/R7WrRxoXyxYS4jNpgG8RUgcovW7XlMiC/LUINS5Y2r2ytBQs3fZoljNeU1ODRx55BO3atYNWq8XAgQOxb98+bv3tt98OiqIE/8aPHy/4jPLycsyZMwd6vR4hISGYN28eat1uiKNHj2LIkCHQaDRITEzEggULPPZlxYoVyMjIgEajQbdu3bBmzZrmOGSJFoZhGNgctnq9h99moyk6TXPF/UT6NxHrSku6xvhCSBfivcAgeXC4W4QYY+uPEQJcApRxli2QX2aLECd6W2kxRQIRQjS/WSyvKKUv+EIoqUvLVM8WBHjb7R7rOSHkw5LlCy59vpVahBiGgcFmuNy70SZoljN+1113YcOGDfjhhx9w7NgxjB07FqNHj0Yer+P1+PHjUVBQwP376aefBJ8xZ84cnDhxAhs2bMCff/6JrVu34p577uHWV1dXY+zYsWjXrh0OHDiAt99+G/Pnz8cXX3zBbbNz507MmjUL8+bNw6FDhzB16lRMnToVx48fb47DbhC5Nbl4ZtszOF9x3ud2DtqBWqv3Lsy++Ob4N5i+ajrKTJ4P7CsJhmFwuvw07LQdz21/DsOXD0exsRibL23GuYpzdb6fuIvsVl5j0kYFS5NUbh8xQi1pEeI9rOLSQ7xuR/aJsVgEGUSceGul7TUICrc2FpctRshZj4kg17feGCHAFcPEjxEirrG6hBARDQDQvkfL9FOTh4QAMhnAMJzlig8R7g61Et8e/xaFhkLB+s2XNuNA0QGvn+/ef7Chk6OfT/+Ma5dci+OljXuuFNQWIKc6B+8feB/bcrdhxdkV6L+0PzblbOK2MdvNeHX3q9iR5yqGuvL8Sry6+1XQDO3xmZ8f+Rxz/54reHYwDIPzFefhoB2wOCww2oyN2u/6cqHqAn49+ysctKPujVuIJhdCJpMJv/76KxYsWIChQ4ciLS0N8+fPR1paGj777DNuO7VajZiYGO5fKO9GPHXqFNauXYuvvvoK/fr1w+DBg/HRRx/h559/Rr6za/aSJUtgtVrxzTffoEuXLpg5cyYeeughvPfee9znLFy4EOPHj8eTTz6JTp064ZVXXkHv3r3x8ccfN/VhN5i5f8/Fn1l/Yv6u+T63e2nXSxi5YiTOVpxFhbkCk1dOxsKDCwGwF7bZLpzdb83diiE/D8Fjmx/D+wfex9mKs1hyagm3fm/BXoz/dTy2XBK2WWgIF6sv4nT5ab+335q7FTNWz8Dp8tNYcXYFFh1ZBIZhuGM5WnIUuwt2w07b8cDGB/DgxgdBMzSWnVmGGatnYNGRRVidtRrV1mo8tfUpPPjvg7hh1Q3cZxAWH1+MRUcWocZagxd2vIAqBzuY2q0OGJ1uILEYoRJjCVZnrsYnhz/BnoI9Xo+DzFgdvBk2gYiKH7NW4OtjX/v92zQGvkUovkOI1+34fcQcJiOqreyD8YqJEQoXVuq+XDFCqoQEwWtvrrHWMgERjRGqqGTX1VH0M7FTGFRaBTr2i0GAXuVz24aQV5uHe9bfg515O7Euex0e2fQIdhftBRXC7vPnm13W/rUX1mLBvgVwGFlryd6qo3jvwHt4YccL3DYXqi7gwX8fxO1rb8eXR7/Em3vfRFaVsC8g31UOeLcIXaq+hA8OfOD1PL625zWY7Cb8b8f/YLQZMW/dPNy1/i489O9D2JSzCQ7agSqLcIxgGAZHSo6g1FSKHXk7YLabMfbXsbju9+vwzfFvcN/G+/DK7lcAAA9teggrz68EwzBYfmY5lp1Zhnv/uRfHSo7h6W1P4387/odlZ5Zhy6UtOF9xHqNWjMLi44thsBnw8eGPcaj4EP7J+Yf77q+Pf41pq6Zh+dnluGf9PRi5YiTKzZ6TOXcKDYV46N+HsLdgb53b+mLyysmYv2s+/sz6s1Gf05Qo6t6kftjtdjgcDmjcZpVarRbbt2/nXm/evBlRUVEIDQ3FyJEj8eqrryLcOcDt2rULISEh6Nu3L7f96NGjIZPJsGfPHkybNg27du3C0KFDoVK5bspx48bhrbfeQkVFBUJDQ7Fr1y489thjgv0YN24cVq5cKbrvFosFFmcGBcBanZqTQkMhSkwlAICzFWexOnM1DhQdwHP9noNSLvTD/37+dwDASztfwph2Y3Ch6gK+OvYV7u95P94/8D6Wnl6K+3vej3HtxmFXwS68f+B91NpqseHiBu4zKi2VANibcN76eQCAF3e+iG/Hf4sIbQQe3/w4IrQReG3wawAgiBmosdZg7t9zkRqSineGvQOjzYgfTv6AImMR/sr6C0a7EX9M+QMpISmC/WYYBndvuBs2hw3vDX8PgapA3L/xfgDA/RvvR7GRbVExJGEIuoR3wXcnvsO7B94FAIxpNwZbclmhVmwsxmt72P36/Ojn3OfvL9rP/X372ttRbi7HK4NeQXpoOvc5R0uOYlveNpQWKtAFg5FbmY/15/5CJ4wELWMHv/zafEQHRMPBOHDr37cir5a1XoaqQ7F15lbR80dcTCZDFZ7c8iQe6vUQEvVsxWHGKbRq5DZ8f/ADzOs2T/Cb2Bk7lDL2HNMMjSJDEWIDY0W/x1/4laWj23t301C8vlyvb52P38v+xW+Tf2t16fNHSo6gxlqDwfGDBcvdm9jKdJfJIhQby1osaGfgvUjn+RVnV+DlXS/jpYEv4Yb0G7AxZyN+O/cb0kPSUWIqwZTUKbg29toW2V8uRogn3A+c2YQEAAj2njoPALpgNe56d0iT7o/FYcE96++BXqWHjbZhV8Eu7CrYhU5hnXCq/BQ25mzE59oAhALYcWIN7p/xNtZnr8eTW58EAEysiYQcQBHNHs+ewj0oNZUiTBOGjTkbue/58NCHAIB12euw6SaXdYVMghweBRWFsVKPb3kcp8pP4VT5KXw+5nOUmkoho2QI04QJJl+1tlqsOLsCewtdQmFn/k5MTZuKX87+gq/HfY0+0X0AABsubsDjWx7ntusR2cPnb/W/Hf9DVEAU8g353LLZa2YLtikzl2HR0UUoNhbj3QPvIiogilvHF2JkAv36nte5ZSfLTnrcZ+48v/157Cncg02XNuHYbcd8biuGg3bgaOlR7vWh4kOYkjal3p/THDS5EAoKCsKAAQPwyiuvoFOnToiOjsZPP/2EXbt2IS0tDQDrFrvhhhvQvn17ZGZm4tlnn8WECROwa9cuyOVyFBYWIioqSvC5CoUCYWFhKCxkzZ+FhYVo3769YJvo6GhuXWhoKAoLC7ll/G3IZ7jzxhtv4KWXXmqS36EuzHYzHvr3Ie61jJLh2e3PAgB+Pfcrbul0C5669ikAEJg8j5YexaD4Qdzr0+Wn8UfmH7DTdiw8uJC7yMWotbHm0W1527hlZeYyTF45WbBd/7j+eHPvmxiROALpIemYkjYF3x7/Fucrz+N85XmkhqTiSMkRgXkWAJafXY6nr31asKzAUMBZVYYvH47RSaO5dUQEAcDMP2eiY2hHnKk4wy3jizgiTHxxsPggAOCPzD8wt/Ncbjk5XruMjSladWY1DKpK9jehq7ExZyMe2fQIbu9yO+ID45FXm4dgdTCqLFWosFTAYDNAp3RZHcjgl2MpBAUgtywLa7NzcKr8FP6cxs5yiGvM4hZXerj4MF7c+SKyqrIwJXUKXh38Kt4/8D4Wn1iMhSMWYmTSyDqP0xuhMToMuCEV+nCtaNaYyW6CgmJvebtKDoXVgc3n1sEeQmH5meW44TIEeBttRsz+azYS9Yn4aORH3PITZSdwy5pbAAAbZ2wUDOoka4xQX4vQ8jPLcaHqAp685knsL9yPJH0SYnQxMNqMCFD6bw2jVCooYqJhz2fbbGi6dvXY5uVdLwNgJxyTUibhkU2PAGCtogCwKnMVjt12DBeqLuBMxRkMTxgOjaLpXJMnyk5gf+F+zO40m+uDVlqUjWiw99/xzJ1IAJCvqEWCz08CKC8FOhvKX1l/cfdsoNIlZvkurmK1GaEAQgyscFp8YjG3jjYaIAdQzDgtmgyNUStGIUARIOomKjWVCl6Te8TmbLfD7z5fY62BSq6CWq7GqfJTAFhRk1uTi5tW3wStUou/b/hb8JkWu3D/AHafl51ZBgD47Mhn+GrsVwCAH0/9KNjuSMkR7z+Uk/9s+I/P9ZWWSpwsO8m9Xn52Ofc3GT9rrOIZeO6/jRh7Cj2t4ya7CfdvvB8O2oH/9vwv+sf29/r+z458JpjENuV13liaXAgBwA8//IA777wT8fHxkMvl6N27N2bNmoUDB1h/7cyZM7ltu3Xrhu7duyM1NRWbN2/GqFGjmmOX/OKZZ54RWJCqq6uRmJjYLN+1LW8bTpWfgk6pg8Fm8AiK+/HUj7ity22I0cV4mC03XXLNajbmbPQwuwLA/T3vR6+oXrhr/V3cspzqHDhoBz44+IHPfXtu+3MA2EEaAGdZIXx6+FPR9y05tQSrzq/CjI4z8GifRwHAwxzNN9G6wxdB7tTH/36x+qLoje1wCiEFrYScZhWKga7Fhwe/BAAsPrEYQUp2Znx/z/vx4cEPUWurRZGxCCnBrKWrxlqD+/65DzXWGgyvicc4AGqb63sJxM1kcRosHbQDNtqG+zfez7miNlzcgFcGvcINnq/veb1RQggAeo9tJ7rc6rBi8srJ0Cl0mNN5DpLkDuh5+66Wq10xQi0ohA4UHUBmVSYyqzJRYixBZABrVXlt92vcNtlV2QIhpGiEEDpTfoZzOYRrw7Hw4EIEq4Px3x7/xVt738LCEQsxImmE359HKVxKV9MpAwDwy9lfoJarBUIfAD48+KHoZ9y65lacKDsBG21DmCYM66ava7KHxCObHkGhoRCFhkIMcdQiFMC+85vQBawgDHImDpoDWyYTjEAzNH467YoLJZM0ANz9AQAlGhs6AtAbWRcV3wXPOFvCbCzdAYRT3OfyP8sbuwt2w1HNCiGHVWgRssKCCb/dALVMjU9GfyJ43+t7XkeNrQY1thocLD4Ii93lQaiwuOKY2ge3x4WqC4L3His5BrPdDI1Cg+gA4QS9KVifvV7wmh8fRYTQ/sL9EKPIUCS6PLsqG7W2WnQO7yy6/u8Lf2NfIZsIdff6u/Fw74cRrA7Gjyd/xCuDXkH3yO4A2MkjXwQB7PPiSPERdInoggd7PYhg9eWLsWuWYOnU1FRs2bIFtbW1uHTpEvbu3QubzYaUlBTR7VNSUhAREYHz59mA4ZiYGBS7dfW22+0oLy9HjLPHT0xMDIqKhCePvK5rG7LeHbVaDb1eL/jXXBwrZU2LE9pPQDu9+MNrzl9z8OruVzFiuXBg5g8G/LgfwojEEbi3x73oGdVTsDynOgf7ivbhXMU5BKl8m8IbSo2tBt8c/wZLTi3Bvzn/+hXE7A/v7H+nzm2IWMmuyvYInAQAu4zNMlLQSsgZdg5Qaa/g3JMAu/9RAVG4If0G7uFbbCxGXm0e3tn3Dmb/NRuHSw4jsyoTBXY2ZkDFS2ipNFcCcGW0mJ3Pl/OV5/HantdQba2GVsEKDaPdiBqba4ZWba3GW3vfwos7XxSd0TaG3JpcFBoKkVmVia25WzlLFRFClZZKV4xQA+uy+MPh4sOYs2YONwPmPywOFLMDd6W5krs/AGDBvgVYfHwxZv81G//m/OsRIySvI30+vzafyzD87IgrTvGb498AYN0Gb+59EwwYPLXtqXodD790gkyrRVZlFl7a9RKe3f6sx4Tju5PfiX7G4ZLDsNHs/pWbyz0eoI2B3Ac/nvoRFxj2OteZWaH5/cnvOSFUpWna680bDMPgs8Ofocf3PbzGFToYVxBtlfNSDDEw2Jy7mfudAEBmYu9nd6sr4Yb0GwSWXEKhoRB3r78bj257GABgt9GoNFeipNYZplB9GlWWKhSbivHY5segkrnCL/jW9O2523Gu0nN8Gxg3EKumrkJ6aLpgudFuxM+nfwbgaYHpHdVb/CDqAbFcia4rO4XRK0bjoU0Pia4vMnoKITttx/Urr8esv2ZxYgcAKFAoM5Xh7wt/44ujbHJSWgjr7VlxZgU+OPABsqqyMGfNHFSYK7C7YDcX4uDO8bLjWHZmGab+MVV0Qt9SNGueoE6nQ2xsLCoqKrBu3TpMmSLuD8zNzUVZWRliY9kYiQEDBqCyspKzIAHAv//+C5qm0a9fP26brVu3wmZz3RgbNmxAx44ducDrAQMGYOPGjeCzYcMGDBgwoEmPsyGcLGVNmF3Du6J9cHvRbYpNxZxZ1Rsmu8ljWcewjgDYWT6fGlsNNl5kf4+BcQMF6zqEdsB344UD9XP9nsPIxJHQyDV4oOcDCNcIH0C+eHPvm3h408N478B7dW/s5Im+TwAA7ux6J1KDUwEAyfpkv977zbhvuP0vMZVwbkY+ds4ipIKcZoVQVu15D3Pxf3v8F2q5WiCEPjv8Gb47+R2yq7O57Q5WnQAgFEKHSw4DAKwGdlZLBulZf83CyvMrAQAzM2YiRB0CQOgGMNlN+PHUj/jt3G+4Z/09OFXmfWCrL/yBd/Olzdx+kX1fefoXwJmivL10H5qL+zbeh6MlR3H72ttxtOQo9hW5vutgEesm4cd9Aayl8N0D7+JY6TE8vOlhfHLhB8F6mY8Jy7GSYxj36zg8+O+DAFhXEUHMTWCjbXDQDjy48UE8ve1pj/XuhNx8EwBAN4h1V+/I3+Frc78QE/ENRU65XKS7alhxGWhi8POZn2GymxBkYt1B5WrP9PSmgGEYfHToI/x27jcAwE+nf8KnR8QtymJU6VhLj94gtHjIHQwUTu1mFhFCfaL74NHejyJSK4zbqrXWYmf+TgCuiREAzFl1CyqN7D37xXFX5vGlmkuw0laIsTZ7rUAgEHpF9QIAQTbW8/2eB8Ba1784+oXgHH859kssHr8YczrN8fis/rH9sWZa/Uq+uAswgB0TxcQOwX0d36UHsOM5gQGDOWvm4P+2/h/yavOgU+rw8aiPoaAUyDfkCyx6Q5cNxd3r7+buPzFSglMwPHH41WcRWrduHdauXYsLFy5gw4YNGDFiBDIyMnDHHXegtrYWTz75JHbv3o3s7Gxs3LgRU6ZMQVpaGsaNGwcA6NSpE8aPH4+7774be/fuxY4dO/DAAw9g5syZiIuLAwDMnj0bKpUK8+bNw4kTJ7Bs2TIsXLhQ4Np6+OGHsXbtWrz77rs4ffo05s+fj/379+OBBx5ojsP2G5qhuQG5S0QXD79qmKb+dTomp7rifDqEduD+ntd1nmC7n8+wM5KMsAw83JudEb0z7B38OvlX9I7ujVC1K3tvWvo0vDf8PWy5eQv+0+M/mJgy0ev3k8BfPiQexRtquRrDEoZh0ehFWDpxKW7rchtWT12NB3o+gI9GfYQPRnyAu7vfzW1/c8eb8eYQ1w3Jv3HSQtIQognx+I4bO9yISSmT8Prg1zkhFCwPxej4sQAAh4x9AExLm4aNMzZi6cSlmJ4+HQAEQuhsxVlu2YBYVkhbFOxDRMUrZ/Tu/nfx3v73YKxhzeREcPBnslNSpyBGx1ols6uyRX+bPYV78NKupolXW35mORccTyD7pbGyx6DmHcOje55u0pTaHXk7OJM8ER922o45a+Zg86XN3Ha7C3aj0lwpCDYV45uspdzf6vR0n81CV5xdwe5D/g5YHBavLgACzdA4V3kOm3M3s0kAdfwOkfffj7gFbyH+3XeQWZmJBfs8a5nVl0Jj0wghs90ssK4Ugp1xa3jP9QCnZ6dM7jmhagrOVpzFF0e/wIs7X4TFYeFc490ju+O1wa/h9i63i76PTOKqnAadYIPL4jE8cbjgGMxOg83Pk37GvK7zsHv2biwevxghmhCPsbTYWIzteWzSDnGVA0BRdQnnLjfB9znvHtEdcbo4FBmLOFHFj40klvh7urPlXm7scCNmdJyBEYmsZf+jQx8htzYXALBu+jr0j+0PiqJE3WUdQjsgPijeYzkAPNhLXFzM7DgTGjnrWp2WNg0U6o7t4t8XpaZSzP5rtkD8nK8UlnchrrY+0X3w7bhvER8Yj84R4u4zXwyKG4QV16/Ak32frPd7m5JmEUJVVVW4//77kZGRgblz52Lw4MFYt24dlEol5HI5jh49ismTJ6NDhw6YN28e+vTpg23btkHNy2ZZsmQJMjIyMGrUKEycOBGDBw8W1AgKDg7G+vXrceHCBfTp0wePP/44XnjhBUGtoYEDB2Lp0qX44osv0KNHD/zyyy9YuXIluooENbYkF6svotZWC7VcjdSQVExLm8ate6jXQ/hnxj+CZQT+7C5OF4cIbQT3+pZOt3B/84XQw70fxrabt2H11NUCd1jH0I64o8sdWD99PcYlj+OW82NU1HI15DI5F0BKbi4x5naei4ywDExNm4qnr30a66avw7fjv/W6vZySY9+cffh41McYFD8I3SK7AQCSg5OhlCuRGJSIUUmjBLEhN3e8GV0jXOduUsokdAnvgkFxgzgLizvJ+mS8MeQNXJ96Pe7uxYqBriHdkRDAhobaKRsClYF4sNeDiAqIQrfIbly2HBmYCg2FXKzTt+O+xdCEoQAAq1PnyRlgQNQ1AIDs6mx8e+JblFeyAbQWXgbKhOQJ2HTTJqSGpHJCyFfsk3t8VUNgGIaLieFDhFCsgn1QECFklwEOOYXvTn6HJaeWNFoQFRmKcO8/9+KOdXeIzp75XKi6gCHLhnCxIxOSJ3jd9mQHLeRhYUj4xHcpDL5V9FL1JTBgfGzNCqGjJa7MljKz79R3WUAAgidPhjwkBE9secLntv7y+p7X8caeNxr9OSRLlGB2swICgM7OXsSllGfhPpvD1ujUf76l4XT5ae56f3HAi5icOhlxgXGi7+sZ2RNxujiXa8zInjeFTIEHej7ACTirgr1eAaBLeBc80ucRgTtMIRNOxlacXcGJb1pGg6GcGX+0EiGKEACAg2J/IDJRdKd7ZHe8N1xo6R6ROAJvDHkDd3e7G9fGsFmAU9Om4ocJP+DZfs9CRsmwcMRCDE8Yzr2HAsXFxAEQjOeTUibhuX7P4b6e90FGyfDzpJ8FVvw9s/fg7m6uSSKfJH0Sfp38K27tfCse6fMIOoV38thmdsZsQYYwOU/rstdhxPIR3MSPT1pIGmepB9g4ysXjF3Off030NaL7Q85HWkga3hjyBhcaALCxVCq5ql5JCs1BswRL33TTTbjppptE12m1Wqxbt67OzwgLC8PSpUt9btO9e3ds27bN5zYzZszAjBkz6vy+lkROyXFjhxthp9kUaqVMiTeHvIk/zv+BGzvcCKVMiZcHvYwnrnkCXx/7motlSNIncfEDMzrOwCeHXIF8GWEZ+HLsl6i2VAtijiiKQogmBCGaEExsP5Ezd2aEZUAuk3ukbD/e93FYHVaBOCKkhqR6LCMEqYKw4voVgmVxgXH4bvx32JK7hTuG6enT8eu5X3FXt7t8lvQndA7vjBB1CGJ1sUgLSQMDBkHKINTYahCni8PTk4Tui0f7PIr3D7zPveabxpPD2+EMjkNBK7mU2dEpo/DU+DsFAxKBiLCDxQdhcViglqsRHxjPuTKtPCPYvPS52FXsetBrnMKCH7/wcJ+HucEuJoAVQvxYGMKopFHYmLMRVocVNENDRjV8vuIesEuwKigADJ7o+hDW1L7MzbDJ7JoExJ+vPI8XB7zY4O/nZ7Hcue5Oj/W3dLoFKrkKhYZCrLkgdAGMSR6Dv7P/BgD8dN1PmPXXLG7dl3Mjsea6lXVmuPEfhIdKDgFgB+RiY7HAhM+HXzuqzFSGxKC6EyYqzZXcrDklOIUTsXtm70G/pf0E24Zpwuqs27L09FI80+8Z2Bw2j1IavmAYBr+d+w19ovvAaBeKWCLcg2k11kxbjTxDHnTvs5lIl2zFXCAv4eXdL2NV5iosnbgUXSK6+L0PfApqC7i/V2euhsluQoAigHugxunEhVC0LhpvDX0Lhpj9MPzyCLRO4TOjwwx0CO2AZFkkgEKY1PXLZCPZWlqFFia7CTaZFSqHBkpGDRmjgAMOzkp8fcr1olm4YZowj+DhWF0sJqVMEiyTUTJBnCZFUfhPj/9gc+5mAKyLiW9JD9W4rPFP9H0C4VpXKEKX8C6YkjqFs0D5Eg5JQUmIC4zD/13zfwBYbwH/PgRYa9Iz/Z7h4nIqLZW4cdWNgoSVoQlDuexGgBV7/HtjYnuhh+Cmjjfh6+NszbThicOxLXcbHIwD34z7BoWGQmSEZSAuMA4Tkieg5w89PY75ctIsQkjCN0n6JI+Hy3Up1+G6lOsEy/QqPR7t8yhidDH4/MjneH3w63hiyxOwOqy4qeNN0Kv0eGX3K5jbeS4oivKZugiwD51fz/6KJH2SYPbBJ0gVhNeHvC66bnzyeOTV5uGjQ64057SQNJyvPO8126l3dG/0ju6NxKBExOpi0T+2P0a3G+13cKBepceaG9ZATsnZdiyg0COqB7bnbRd9QN3Z9U5MSpmEUSvY7EP+gOFquuqA3Zkh0jmqEzLCkkS/mwghEvDdPrg95DI5F5RtkwM0WLNqqla4L8TC8t/+j2CFcTvu6nYX4gNdJm4iQN3jYQB2NrwxZyMcjAM11ppG+c69ZeIRgaawsoN+oNMzUutm9Pvl7C+YnTFbNO7AH06Wn/S6LkARwJWIOFtxViCEtAotBsUN4lKhSdwbochYDLtKjrpK+/HFDikEl6xPRp/oPl7j79ZfdMWi1GURIpD6KMn6ZHw19itMXjkZXSO6IkAZgLu73Y0vj33Jbfuf7v/BjvwdOFx82KsYA1iX5ht73sAbQ9/A+OTxXrfjs/nSZq/FWYnIlVsdSNQnIiEwHqfNrALOsubjut+uQ48otp5NjbUGuwt2AwDe3v82Fo9f7Nf3u8Mve0F+764RXSGXsdZt9/NKCNeEI1wbjoCQBBgARMlDsGj0O7g25lpQFIUXuz8JIx5HaEQCYnQMbki/we996hnZE5+O/hTTV02HXWaDyqFBh6AM0M6eY49d+wioIDuiddHoEt4FJ8pOoGt4V0QFRGFn/k5MaD8BFEUhShuFYhM70fBnUkeOfXLqZKzKXMVZjggBCtdYJWbhHtOOnRjwaw7d3uV2/HL2F0QGROJC1QWo5WoPF9uklEn4/Mjngqy2QBVbrkCv0qNnZE8cLjksGCs23bQJEdoInK04i+mr2FCBIQlDuGBvgH2O8YkLjMNrg1/DwoMLcUeXO3Bfj/tQZa1C5/DOAuFIzj35PVoDkhC6ApiVMQszO84ERVFYcf0K0AwNvUqPGzvciI5hHdEl3L/ZWnJwMlZNXQWtUuv3jctHLpPjnu734GDxQezI24G0kDT8OPFHlJvKuUKC3rixw43c33UV7nLHPcPthf4v4GDxQQxJEC/wFhUQhVB1KCosFYLfhiupb/Ov+3zPqJ5IDErEpRq2uSexiMUGxqJ3VG8cLD4ImwJQ2wE941IQ7YKSoLayFoGRHSfiuui7PD6bL4oAIDU4FZlVmQDYASZQGYhaWy3KzeWNEkLuJm6FTAE7beeEEG0yY9mUZTjw2+cA1qNWA7w66FW8sPMFLnPtrvV34dl+z2JI/BAoZAqo5P5XFvbl+uPXjukQ2gFH5h5Bj+/ZQZ4ChQBlAFZPWw0ZJfOIQbMzdmRWZoqa/fnwhQyZzSYGJeKWzrdgw8UN0Kv0ggB4d/ypuAu46sB0j+yOyIBIrJ2+lvudHuz1IKalT8PE39gZdLA6GJ+M+gQWhwXb87ZztYWIlYJAXJov7HjBbyGUU5PjsYwUKCQWIdjtYGw2MLxEE4sSqDYVC2p3EbzFsfmDWP2vMe3GcH/H6GLwyahPsOjIIuhVei7YnExCZBrWtamyMYL6aWF2NYwAVMGh2HCj94SSSSmTsLdwLwKVgRiROAKFxkK8NPAlBKmC8OXYL/HrziOADZjU7nrkb2Ov93GpY6ELZr/3s9Gf4YujX2BmxkzE6GJgtpu5+/G9Ee9xKeP14aWBL6F/bH90i+gmWN4jsgeGJgxFUlCSQCwQlHKloNYWwFrwH+79MBiGweITi5EQlODx3mB1MH6b8ht25u/Ec9uf4yZyACvgvhn/DTZkb8Bv537DnsI9mJw6mZsot9e3R0pwCtRyNbpHdMeY5DH47dxvXieyk1MnC+JVvfHNuG+QVZnFxVtebiQhdIVAhAtfFMgoWZ0VSd2pS7D4w6uDXsWSU0twY4cboVPqRFNUm5PYwFhcF3idz21WTV2Famu1wOXFldS3OriO0776CoVpwvDH1D/wZ+af2Ja3DXd0uYNb99noz7Dw4EIotL8ANUYwFjP+2+O/+DPrT3w57FNUgn1wqXTiGU0jE0dybkIASAhKQLQuGqfLT6NPdB+EakJRa6tFhbnCa1ahP5wpF1qEPhr5ETZf2ox+ybnAiS2gzSZ0Du+M2IjhKMR6RMWkoF/aFExMmYgKcwVuWHUDys3lXPzLoPhBWDR6kd/f726S5+NueeS7AIl7lx8j9vLAl/HCTlcbhX2F+3wKoSpLFS5VX+Jekxlxemg6ogKi8Oe0P6GWq3Hznzd7BIMS6oqROVN+Bs/veJ5LBSf3I1+8UhQlsF6SB5Farubi4IqNxZjTaQ6+OvaVx3fUp9QFPyifkKRPwrT0aTCbagCwbmPaZOKa1tIQunndKTOXeRQV9Zf8Wlcl5Lmd52Jmx5keY9DQhKFc3N2mnE3499K/GN+evX9I3zuaV/EfABw1bNC9r0B5AJiSNgUR2gh0jejq4YZpp2+HGH0BKoxG9A29FquYw+xn8saEUE0oZ7UEhDFnPSJ7YO+c+rebUMgUuD71eo/lcpkcn4z6ROQddX8eAEFiiTsR2ghcn3I9YgJiPEIclDIlJqZMxMSUiSioLRB4C5RyJVZOWQkH44BcJsfjfR9Hp7BOovtfH66JuQbXxIjHFF0OJCEkUW8itBH1ngW1NCQuio+cc43RcDj7C8l9WIQAdpCYlj4N09KFwesBygA80+8ZnAtYB3uNEbTZjPt63of7et4He0UFKp3beYthUcqVmD9wPkYmjcQ7+9/BHV3v4B6iCpkCoZpQXKq5hGVnlqFjWMd6P4RI9Wt+kUeAtTwNjh+Mok1voByuzumMs51MQnwn7rijAqKwZOISTPrdFfuwI28HqixVflmpaqw1ohaVse3G4vn+z4vGB3wx5gt8ePBDvDLIM8B7Wvo0jG43GivPr8SCfQuwJXcL5naZ67EdABhsBtzwxw2c64KQFpLGWVeIwPh63NdYfHwxFDKFwIUF1C2EXt71sqAejq+JyfJJy5FXm+ch3pZMXIIDRQcwLnkcFDIFFh0RCk1vcTRiiNViUcqUmJUxi21aLP8QcDhAm8xgrKy4sKtkYHgW4pcGvoQXdwpd95mVmVxxvPpAWkL8cv0vXt1gfEYkjRAUtJQ5E2gYsxkMw3ATQrqaFUKyOoSQjJJ5tRwDrsmR2egSkHWNCVcqFEXV2c5FrM0PRVFcBrBepcfMjJke21zpXJ1nXEJCBCXXZLFpus8DAKVxDdQEIi4olQqU3NPEzWdowlCsmroKfaL7QCFTcLO7MDWbzbXmwhpBlWV/OFtxFn1/7ItFRxZxD6L/9f8fFo5YyA10pBozbWCzhUj/KdKYk9BO3w79YoXBvv60AwCE1gDCSwNfwvyB870GSQ6IG4CfJv2EtNA00fVBqiAu8+Zg0UGvMTZ7C/Z6iKBOYZ3wzrB3PIKPwzRheKzvY5jRwZVUQSqM1xUjZHG4LBVKmdJnQkGn8E4Y3W60x/IYXQyuS7kOCpkC9/e8H1NShfXW6lNcs8LMWr34E5UCAxuwTFEU13CXMRm5op/aoFBsumkT+sX0wx1d7hB1e/jTgsGdKksVJ4S9ZYfVBcXrWUksWADgqPXPIlQXxF1uNblS6Ro7JkhceUhnXKLNIOcFSxPXmK8YIX+QqZ2me54QopugZxdfKKzOWl2v93534jtYaSs+PfIpZyG4LuU6QUC7hxCqrAQAyEM8LT3uFolDxYf82g8xITQldUqjq5on6hOREpwCO2P36HdHcO+LtHfOXiybtMynUIkNjOVccdM7sAGidcUI6dVC16d7unZD4LsDAfgMqHaHpMyHqkORFMQGsw6Jd1lESPsU2mzmhJAsIAAR2gh8Ne4rPNb3MVGrgL9B43yIWzY+ML7B51zGK6nCn2z4axGqC3L/W4ysEJLJKMiauKeaROtHEkISbQZiEaIdDGwWp2us0RYh5wybF8NAGq5SjWhVoVcJH7D8Ltd14f4wDlGHeLjWiBBycELIaREKCfH4PPcHo1jKvxjEGtUnug+ClEEYEj9ENAi0IQxLHAYAgoKMfHbn7xa81ir8SxBYOnEpfpz4IxezUpdrrMToas8yKqlp+iS6p0bXRwiROKgQTQgWj1+MVwa9gls6u2qMEXFOm0wCIcTHvSI90DCLECmA2CnMd0C7T5RKQMbeo7TZdY9xFiF944SQ3Nl4lRNCV6lbTMI30lmXaDPIVa7L3eKMCWhsPAA/hoFAm5wPmEZYhNxL3vsqj+8Ov3YLIO6W8Nc1BnhahPwtskcyhrqGd8U/M/7Bx6N8Fz+sD8Q9ti1vG+cOIthpu6AYJb8IXF1E66LRI7IHEgLZgpu5Nbk+i0qSOk2jk0bj+f7P+/09vugb3VfwutpS7bcQJr3uQtQhiAyIxNS0qQJh43KNmTgXrj/XaYmxpF5iHHAJoYywjHq9jw9FUbzJhohFKLBpXGPceKCQrEFtEUkISbQZFAq+EGJngI0VQpSWuMZcs9X6PGC84V6XSazSqzdIuj9BrGaUSwixD3kihGRiQshNSPlrociryePeH6AMaFRhSHd6RPZAUlASaqw1eG77c4J1lZZKMGBAgS038fW4r+v9+bGBsYjTxcHO2L3GRNVaa7miha8Nfq3JeiX1jOqJxeMXY8ONbCq7nbF7FEf0Bt81JgYVIO4ac4cEfZMyDyvOrsB9G+/zax+Wn1mOIT8PwV9ZfwFAnSUO6oJMNgTu5yayCJFgaYszRkiKD2qbSGddos1AyShO+DiaKFiaxAgJZqskWFrrvSVJXYxtNxaLRi/iyurzm4X6wk7bueBYgtlu9thOFuAUQrW1AHgxQiJCyD1mRaxZqTtbc7fi30v/AmBLAzQ1cpkcC4ayfb125u8UWCuIxSpUE4qMsAxBhd760Ce6DwDgQNEBj3U0Q+PVPa8CYAOrm7pFQJ/oPogOiObqJ1Vb6hafdtrOiVSxvnsAINM4hZDRxHPhegr2j0d+jA9GfIBHej/CLduet100PZ8PaenCb+/RKNcYxN3Pjhr2um20RcgtRkgSQm0T6axLtCkUKuEl39hgaa7OidkzRkimbfjDUS6TY1D8IK743Pbc7X69r9BQCAfjgFKmxP/6/w8qmQr39rjXYztZIFvM0MM1JhIjlBSUhOnp07lmtCa7CTaH7wfi18dYK0yAIgDdI+qfdu0PpNq1g3EIrFRECDWkeTEfX0Jof+F+zuJRY6tbGDYEiqK4WDF/rHAkMJ4C5RFjRuBcY2ZejJDIdRqiCcGopFFcTzxCqdF3rJB7ccpwTbho+5r6IOp+dpZ7aLRFSBJCEpCEkEQbQ6EUBuvKGhkTQCrfCi1CjY8RIgxLYIOCj5Ye9StglWRqxQfG46aON2H/LftFC5fJdOzDjzYYwDgcoEmBOhGLEEVRmD9wPl4Y8ALXybrK6lmvhg9xz30+5nOv1onGopKruCBwfpwQyXBqqCWIQOrmnCw76ZHCznc/NmdhOOJuE6sP5A7JcAtSBXnNXuNcYyaz6zr1EdQfrhH+hnXFqm3LFfZ+zAhveHwQQWyy4XBaMhudNeZ0jZH0+au1hpCEb6SzLtGmcLcAKdWNy2KiRNLnmyJGiBAZEMn16amrezsAlFvYhyGxhnjLlOJihIxGzpUH+H4oyigZ16PIl4XCaDOixMRmUzWmKrY/kFgYfh8lYhFyf4jXl/bB7aFVaGG0Gz0sHXxB8Hifxxv1Pb4glp1zlefq3JZYrnyVCOBcY/ysMR/XqbuY9NbEl+De4kOsZ1Z94SxC/MmG05Ip0wWKvsdfPIOlpUdiW0Q66xJtCjIDJDRWCHEWIRHXmFjsRUNI1icDAIoMdWeOVZlZy0FdDyC5UwiBprn4IACg1J6p03w4V42PmJXc2lxu26YKIPYGqbfEr/dDLELeGgv7i0KmQMdQthqye6sQIoTu73l/gzuz+wOpU/Tm3jdxquyUz21JV3NiRRSDiB7GzMsa8yF+A5QBuKf7PdzruoQQPzYIgEdj0YbgbhFiGIaLF5Kp/e97JwaxEFsMxDUmZY21RSQhJNGm4McIUVQT1BHiLEIuq4qroGLTBNCSYGViZfEFeRDV5Y6iAgLYHwCAo5R1uVEaTZ21dvyJWSEPbH5/reaCCCGSNg7wLEKNdI0B4KxxJ0qFweqFhkIA8IihaWr4omZjzkav25nsJuwtYPtejUgc4XU7LsuRFywtq0OwP9jrQdzSia1FVKcQcp6Hu7rdhef7PY9padN8bu8PlLv72WYDnMHxdQn3uiCuMJquu/egxNWLdNYl2hR8IaRQy/0qsucLSswi1IQxQoDLsuGPECKxO3VZYiiK4iwB9nLWmiLz46FCLBTehNDGixvx/A62nk5D2yrUB1HXmLlpXGMA0C2S7RDuXk2bCKHogOhGf4cvbup4E14a+BIAYG+h9wafmZWZsNE2hGnCfLojOdcYL1jan8Kf5DjrihEiQrxPdB/cnHFzo+8vwLN6O81rtdFYIaR0S56QYoTaJtJZl2hTKNWuIFKlqnFuMYA3SFv4MULs33XNtP0lUstm3fgTLE2Cav2JzSBxQvYyVjjw+zp5oy7X2OGSw9zfpIN8c0JioQSusSa0CF0TzQZCnyo/xZUNYBimxSxCALheb8dKjnkt7niugo0hSg9J9yk+yDXJmMz1slwSq6S/rrGmiA0iuE82+Gn0lKpxrjG5W/KEZBFqm0hnXaJNodK6Bj5FI+ODANeMlLG60slddYSaSAg504/57Ry8UZ8HEUmhd5SxIoI8cHxRl2vMTruaV05Nm1rn5zUW4hrjZ42R1h5NYa2J1kWjnb4daIbmgpFrbDVcgcOWEELxgfEI14TDztg9grYJ5yvPA3CVFPAGF2/jZ7A0wV8hRIR4U8aGuU82SPNVSqlstMXJvZyGJITaJtJZl2hTqDRNaxGinMGagl5jTRwjRCxC9YkR8udBxFmEylkLCnng+KIu1xgRCA/1eqhFLEJE8BHXWJWlirPcNFUhR9LyglSYJhanQGUgtIqmEbt1QZqW1mURSgtJ8/k55JqkTSaXC1fnv2us2FjstdWG2W6G2cGKlaa1CJHaR0KLUGPdYoBn8oTkGmubSGddok0hEEJNYBFypfY2X4wQsQgZbAaffa+AhrnGHKX1d415q2tjsrEisKUEAnGNEYsQyViL0EY02T4QQUVckwYbm7pNSgm0BKRytbdWG/5ahGSBrorijMH/65Rcg2aH2asIJiJcQSkQqGy638a9VhdtcVqEmkIIKSWLkIQkhCTaGHzXmFLd+MufDMa0lddrjKss3fAWG3x0Sh33UK8rTqherjG3GCF/gqWJK4g0VHXHZG9ZIUQsXyRmKbeGFUKkaWpT4B6HRISQTqFrsu+oiwCFdyFksBn8rtsk17NC1lFT7bJc+hEsrVFouN/am3uMiGO9Wt8kQdIELjPTOdlgrMQi1Lj4IEDMNSalz7dFJCEk0abgW4TczeINgVKR2aork6WpY4QAl2siszLT6zYO2sEJAn9cY6SKtL2IzQTyxyJEOrlnVWaJrm9pIURcRqTNBSeEmrC/GSeETG5CSNWCQshpESIWNz7kmEPUIdzv4Q3Sm4uuqXVljfl5ndYVJ1RXw9eG4l6ri8QIyZRNIISkYGkJSEJIoo2h0vAtQk3hGmv+GCEAXPPVDRc3eN2mxloDBmz8hl9CyNlXzFbIZkDJ/AiWTg5OBgUKFZYKQaYWoaWFEHHB1FprwTAM5xprSiHkXrSxtVmESLsPf+o2yYOcAfI1NTyLkH/HQYSQtxT6+sSn1QfKPVi6SWOEpPR5CUkISbQxlHyLUFNmjYkJoSZKnweA8e3HAwD+vfQvrA6r6DYkYDhQGch1LfeFPDQEgKuZJaWpe3+1Ci1XH0jMKkQe1Fply1qEHIwDJruJ67UWp2u6GkZcHJLz9+WEkPIyWITsnhYhIoT8EX8yp2uMMRoBh4Nd5ud1WlctofrEp9UH9/R5uimFkGQRkoAkhCTaGCptU2eNkRghlzhh6pGW7C89IntAp9TBYDNwVg93iMvC327f7p3m/bEIAa5eVllVnkKopS1CWoUWcoo9jzXWGi5ourHtNfiQwowmuwlGmxG1NrbhZ4sKIWIREgmWr5dFKNAziNnf67Qu1xj5XZo6iFymEVZvZ7hg6ca7xuRS+rwEJCEk0cZoatcYKehGLEKM3Q7GxtYUasoYIRkl4ywT3jK2yAOKPLDqwl0IUX6kzwNs0T7AlU7Op6WFEEVR3IO31lbLWW2IO6sp0Cq00MjZ36bcXM6JkZYUQuT3bKxrjFIqBdclpVKBUoh3qneHa/XipZ5Vc1nKuP5oziQExuaMEWpkMUUAULgJH/csMom2gXTWJdoUAotQM6TP+9vJvSFw7SR4xQP5EJeFv4UEFaFCseCvRWhQ/CAAwNbcrXDQDsE6IoSIBaMlCFI6A6atNVyvqyatY0NRgjihy+kac7cI2Wk7TpefBuBqzlsXfKtQfayWpHQCsfy4Q/atqc89EW7k3uJihFSNd41RMkoQF6TW+ScKJa4uJCEk0abgZ401RWCkq7K0FQzDcI0sIZM1uvy/O6SRqnuHbwLpTu+vEGqoRahXVC/oVXpUWioFLTVohm5xixDgihMqMZVwBf2a0iIECOsVXQ7XmDeL0N7Cvai0VCJUHYquEV39+ixZkCuzjPKjmCLBl3uOv29NbxFyFoEkvcaaMEYIEFqBNAF1x9ZJXH1IQkiiTcGvIwTxArn1gj8YMzYbGDPJGNM2aS0VgFdF2YtFqN6uMTeLkD8tNgBAIVPgmhi2BxexRgBsZWFCSwoh4hrLqc4BAChlyia3ShAhVGYuuyyuMW8ihGQRjm43GgqZf9YMOU8I1SezkRyvt6KOxFJGrFdNBanHRQqVNmWMECAso6HWSUKoLSIJIYk2BT8Y0lurgPrAj1NgLBZXDaEmzBgjENeYN4tQvYVQsDDN2Z8WGwSSIs1/MPMzmjSKpikm6Q/ENUZiZULVoU0uQkkD11JT6eV1jbmJkIvVFwG42oD4A98iVB/3rTf3HIETQk0sQj1ihEivsSayuPItQuoAyTXWFpGEkESbgv+ApOkmMAkplYDzMxmLhXONNWUNIQJxjdVlEfLXNUYpFFw6NeC/RQhwPezIww8QBkrLqJYbWohF6P/ZO8/wKKq/DT/bd9N7gzRqKKFjCCAgREIHRRDMCwgoiqAiioIKKqgoItJURKUpWNC/KKhABAGB0EIPvbcUSEhPts774ey0bWm7SUjOzcWV3ZkzM2d2d2ae82uHLSzobLcYIM6YqhEhZMcixBZYrEhfZF5Ci1D5BbujWkbCvjn7c5EI5kdjGIarLC11QowQAEhl/D1BTS1C9RIqhCj1FpWm6qM/iUQiqiXEzTNWjirNFcWRRchgMuBeKZl+o7wWIUAcJ1SRPrPWAXtCqDphY4RuFBDXGCsYnUmQhs+Yqk11hFhRUhF3FFtdGqi8RciWNdVlMUKsddVkAqPTOT1GyKAzca+VTrgnUB48qBCi1DseGRODJh2DEBMf6pT9cbWEtDowJXyMkLPhLEJaa4tQnjYPJsYECSRcPEt5kAfw9XbKGywN2I4X4Yop1pAQSi9KB+D8KR4AvjZTVnEWigzmSVedOLFoWdizxlTmM5d6CrLGKuDCZfvAgLFZ2NFlMUICgc6UlDg9Rshg4IWQVErnGquPUCFUkxTdA36ZCFzZXfl95N8BDqwAtAVlt935AfDPe4DRAJz+H1Bgu0Jshcm+DKSfBHTFgMlUdntH5N0m/SzIAAxaoCTXKV0U0lK1DYk+n0JmEHxmGaeA758AMs9UeH9snBCTuh6mv+YAcBAjVJxT6c+dswiZU8RRnAPsWwoU5+B+PomP8VZ5Qya1URagNB8otC6Ep27Vij+PSrjGbMUIVbcQshQkzq5sDPDuxqySLBTpXPPAd4S9ucYqU65AHsgX3JRUwCKklqshAREK9iZ/rWhfOPQlgJ2YPYlCQVzQMLvHzBah8kwSbMWehcDqAeT+Yr5XGfVVuGeV5gHHfyB/q4vMM8D6EcDBlcCOeeJ7pIPP0S4MA+xbApz8Wbw8/w5wbR//3mgAUteSz668bHuL9JHbB6mxhvvXgb/fAHYvADJOAwbb1fKrC2oHrEn+eQc4/Qv5/245L6Sr/wGMEWjUi7xfPwLIPE3+N0skF0WHMdbbFecAexaY3zDA3s/Iy4DmwPBvgNA2lTsHox5Y1Q8oMj9km/UHnvoROLaeHG/UD0BwS/vb3z4KlOYCjXuT9z+PBW4fIRem2ptc2C+fANz97R9/+2ygOBuIew5oKAgaZRgufkfElmnkr1RGzh0ANr0AZJwEru0F3q7AhQ5BCv2exTDdVwDw4Uex9y4C298Gur4IRHQFvogHDKXAtJPk/CoAlzXGWoS2vAKc2QQkz8Z9d08gyNe+CFgcSz7nN64DGr6Npk0sWPtSeabYYGEtQiLXmL76awgBfH0bFle4xliL0L2SezAx5MFZIzFCBuKWYmPduNo9FRBl7vHx3GuJTM4/OMsIMJdKpNDINSg2FJPv2uLnwooy7nNhGOC35wFdIfDk9+L975gHXNgKjP0dKLkPrOgOtEsCBi2yfWylHCa9HqbD35cvWNpkAjZNBvyigV4zSV/ybwM7zQ/ln8eRB31EFxj0T9nfD8MAOVcAv0ak/5lnyL0m+mGyfssrwOlfgVaPA0+ssv4M710CjnwLdHsZuJ0KFGYCnSbYP54lpfnkHtKwo/l9HvCl+fu7uJ38LcwEhi4Hbhwgz4OmfYEnvhXvx2gg9ztb3/GNA0AyGcDh1C9Ax6eBmAHA8s7ku3tmJzn+ngXA7o+BwBbAlAP857N1JqDxA3q+Lt5/3i0gZTl53f0V4NI/wP+eBR55CzjxA3DXnHH67weAeyDw2sUyf4OuggqhmiQzrXzt9KXAoa+A4xv4H8/Mm4DaiwggADj2HfkPAI0fAbwt5h3KvcG/ZkUQANw7D3w3DHj9in3h4IjbqbwIAoALf5OL7vcXyPvNLwPPJBNrkUwBSOXEguTfGDAZyLFL84DRPwLN+xMRBABGLb/fO8eApgm2j5+2CTj4JXl9/yrwzD/k9S8Tyb6e3wuoBDNyFwqq4p7aCOSnA417Abkk+waGEtIfoUix9bmYjMChr4HgVpDIJeZFEpiM5LUU5lTy4xvIDf/GAWDo50ChWWTdPgpE9wSkNoyyKV8APuFAi8GixWymVoGuAEaTEbIzm7h1OYwBAOBnSwjpS4gIAoAbKcD5v4iQbj0cmthYrplEXv4Ck7aymGrKIhTpFSl6X54KyxXFT+0HqUTKiSDAWoC5EvYzNTJG6Ew6qGQq6E166E160XqHmEzAse+gCuG/89K008C6IeS6mPQvIJwjTlsA5FwFTv4EyNVAn9lwU7ih2FBsZREyFt3jrVOsKCu5D5z8kby+f42IEpaj68j1nfYbkH6CDA6OfEse4o16AQqxm1ZqKoQJMpj++RimXDIBsUSpIlbjnfOAZv2AqO7kt85ak0/+CEACxE8BjqwGkmfzO7xpfpCfugGTYbT9z+zQ18DfM8jr2BHAmT/IvSlxPhD/AhFBAJD2P+Daf8AzOwDfSF54rR9Ozv3yTv7e7RsNhLSxP7gTsuUVMlAObQuEtuMHwEIumu+vqxLJ+9O/AI+vJMIHAHRFwMpHAKU76Z/lPefOUcG+tpH/b94hIggAbh4kQujED+T93bPkM759FPBuABxcQZYr3QHPECJ+Bi0WH6Moi/TLqCMGAEv8m9aYCAKoEKo9MAygLyajDZ8IfvnxDWRkY8lH4UDnZ2zvK+8WIJESpd35GSCsvVgIWVKcDSxuQy4Yz1AgsDm5sZj0QMuh5AcuRF/C3zCv7LLe3y/jxX0pyiajGP8mZNT3+wtAzzfIMViT8v+eA0ausd2/7EtiIaQrIucT1AJIFWyTmca75k7/Qv5e2AbEPsG3ybJwfV3fS/4LuZjMb5NxGlgzEGj3FPlsOo0nwurv14HD3wBeDSAx3y8YowSMwSyEjHnAj0nAuS1kZWku8FMSf4zvhpHPY+Q6IJh3TyEzDdg2i7yek8PfzCB+2Gl1hXCTyIh1EECujLTzvbafjAqf+pm/sRTd4/d/8Cvgyr/kQWTQQdF2FLdKGERbFrayxgp0xNVYnZYSAGji20T0vplvM6cfQy6VI0AdgKwSIs69lF7VWiJAI9dAAgkYMCjQFUClUYnidMplhUtZDiTPhsQ9COq2HVB64iQ8GymAq6QWETJOA+GkPhTO/w38MoHck1geetZ2rFLhXRQvbQc0ILFp7pumAr3nkEEF1yaLDJoiuxGLJDvIubxTPOj44Umg2zTg0ffIgMlkBAKbQSonVivGIAFz+yQADSQKGZDyObB/Gfn/bh7w41NknwnvmnfIkAd2yudlfz6WlOYB/7zLvz+1kX+9bRbQYay4fdFdYM8nwKNzgW8SgJzL/DpWBAHk2g9tBzxnDolI2wSc+R0YslQ8aDNo+ftY+gny39aEy0YtcOuQeNm9C+TefOYPoEEHMuBl++gRRAZ+PpHkHnHrsPU+00/yr21lgK4fQSzoQra/xb8+9DXQcgj/vvAuuW/bI6R8xUBdBRVCNYlgdInibGDj02RU4R4EtH0S6Ps+cfvY4/A3tpcXpAO/Pgvk3SAP1km7eIuHPdj1xfeAzFP8BZhxCkh4jzxwFRrgViqwqi/Q+glg2Je245vO/iHoyx3gk0bkdWEmudkCxMQqE5i2tXnAr3aEXfZF8fs/XiL9G/6tWMToi4Hca2T0ysKOajJOkxFp1lmHHwMA8pmxQmjzy0TEHPiCvL+wlZj52c8+/zakTAAAJRijBCazEJJkHAbO5Ts+TvYl4M/XgAl/88sK0vnXOVeAgKbcW5WMj4nQLoiCm+D3kyMjNytfo5GYzH+fSlylzRLJzY/lyr/86+PrIfGNROT0BOj8e0KtPQ5czQA8gsmoVW7f9cAFSwselDmlOQD4mjvVhaVlppF3I5ccJ8gtiBNCFcnMcwYyqQzeKm/kanORW5qLAE0A99nLpXIoZGWkfTMM/1AvykLEypUo/ON7eF4Q3F+yL/JCaMc8sQgCgLxb4mzB20fJw9m7IYqNRPTIGQbKc3+SwU8XwQDu3/eBq3vIa6Eb7+oeIgqE7FtM3Cff9iX3o1fOQCInv3WTUQKGtbrevwiYBFZ1k5GIIADY8ym//NTPvCU2uDURGJb3FFuc3QzoHTy87xyzXlacQ6y/QhFki/TjZJDo1QDYOI4sC2oJ9JzBt7lxwHq76/uslxl0wK0j4mV/vsq3vbGfX553k7jT/36dWLW6TAZuHLTe5+p+/OvCTHKMfMG9yVIEWZJ+gv8tAUT45tmeLBqAeDBYA9Bg6ZpEGDSbc4WIIID8aPYvI6OY4nu2t3XEpR1EBAFEACTPIXEqleHIKmDdUOCzVsSycPZ34tI6+SOwd5H1SKQshBOGsv767q8Ql1lxtu1tsi/xr3VFvEj77Xny1yeCmJoBIPkdYFELvn3ebRLgt6IbsHUWbxFyVIVXeBOzvKFd30esTAIkMvNo1QROCLEjWI6HXwO8bbhs7hwjrsTD3wJrBomFGuv2NCMrSIfCPDorZa09HiHAUxtx3/zQ8fVvTpYf/x74eQz5jO19rneOA6v7w+3OOvhoDhH//drBwOcPAX+8aHsbM1yMkIF/UGSXkuNUJGvNFShl9gVcVWjoybubq1sIAXx9JDZGrEKuyOxLnPUQAGSSInjnfA2pzAhIzFbHexeJJeBdHyDLLDBmXAEaPkReZ6bBTWae6qM0D/j6ERJvd3QtiszZVm4mEwmnvnlAfN2yIggQCyxdobVF1jOUWDDYe1/qGkjN15jJwAshSc45cZIIez9h98ty7HvyN7oHMHkfEB4nOlyfeDIIfGRMjLgfrFUkfirw+New4kaK9TJtPhEb5eF6ivh6z77Ix2uZTLYHurYs+4YSa9FkSzABZMD79+vk9bZZ5JovuOO4n4WZJMzA7IYtF1lp5Jkm3IelEBIOWINjUZNQIVRTGLT8KAXgRzJCtr3Jv/aOsF5vj5M/8a9lShJ47IiuDh56hlIyoijOJtaQO8f5dTvfJ6JIIrO7eblo2peYzO1xZReJJQCAywKLBnth+jfhRxRCaxRA/NmbXyKvj64lFi4AaDMKdsk2X8AMQ+IcLNkrDuhkhZBJYBFib9wcrYYBLx0D+n0kXm4oAdY/Afw5nQhhoWDNEAghkwlY0g5qA4kFKpVKAEiAh54BmvXlZ11v1h9wE1hk9i/jAyFZglqRm5BO8BA5/5e4DRvbYQdbWWPZJUQIVbdFCAC6hpG4kRD3EJcdI8KLvwYDNebMq4xTxHIhfNC7CDZrkLW8cTWEHLnFjv8AbHiSjNCF/P0GianziSQDEYAIlyOrwM0906AjiWPxbkDeb34JbmY3SnHKUn5fZzej2CzQ3YQZS8L7UEVgTPx1CgApn3MDC5NBApPJLISy08TWTmHso635c6J6kL8W8ZMxngfw7OIeaNktTNyetXqEtAECLUQSQEIPLLl30XEYgpDre4FLyfz7kz8BS9oC/5sEfN2L3MskMmKRVzlIrGBM/H4sA7ElUvIM8DSXCsm1EGlCd5897p4jbv6KwJiIe5Xbx3lrC6NvFP86qAVqEiqEaor82+L37I8moiuJnbFkWhmmSCFCP7Ij0y5LwlzeouKIK7stzMHmm02bkeXbniWoJREFj84FhiwDIuL5LAwhHoIKyRufJsc/tNK6nV9j+6bVs5vF79nAwI7j+GX9PyF/2eDknMtEBNkLZr93QfRWIjVbhIwSMEpiDbGyCHkEk2Dx0LbCLckfobtKiPD42ZcAkx5qszusNHYkMPMG0IOY0jkh5NcEmHEZeFsQwG4ZFxUSS/4LKe8o1gzrItGb9NCbU2JZi5C/uvqF0PyH52N0zGis6rvKZccQBmVzFqGf/o8Ek64dbGcr58FZhMyVxVkRatciZDIREXxhK+/aZWGtmr1mARFdyOuzfwCpq/k2Xc0DCIFwcNOT1PViC2tlsdki5O7XFGj3f2ShxXWCqIfFcTX2Mt0KM4GbAkuzvkgcI8RahIrSrY/hiLB25K+PhWU2/bhoMmYY9cD6kbzFJyQWCBDEnbEZrjb7nsFnSpXF9f0kk0pI7nUiiFjhmvgB0H0aMOCTsvcnVQCdJoqXvXwSmHaaxDgCFbvOB5sH0LdTgZIcIppfuwTEPU/EVaNHbG8XbRacwu/mtvm+6x5I3JMA0G8+8NBzJJ5LWb2ZppZQIVRTWPp004+TvyGtiVAQEvc8CWqbnEKCjJ2NVApMTAaeENwEOz5t3e7Uz8T0a0nTR4Hn9pDg3sQPrdcnmeN5WFoOJemo3V4mN0aJBGg9nMRGBbUCmiaSkdCINUAfgTVj3RDg6m5izXDna6HAv7Ft8WgPjR/QsDMw8R/guf+AuEnA5P3AsBXkuPpiEqRe1sPNbNplrT+iGKEOI4lAY2GtNMJA+MZ2biQs1/cRV+CdYyT7BIDKPOLWegSSrEEz7MPRT+VHPk+5CmhrJy04KAYI6+D42ADww2gg65zNVcJ0bTZgulpjhO5dEtU48VP74c24NxHu5fyMMZYIT/6744TQ/WsuO54lluUTrLK0LMk8zQcl304VrzMSQYOgGHL9WPLGdWLFBAAvgRAy//6KLTKPCs3v3ZWeJPvTFs0HkIEPS0QXPk5w+LfA1CP8ezbJIHE+ENZeZHVlPXxWVteyYAchlhm1d8+R7DiABPl+EU8yp1gCmoqz2B56jsQwVQSNL/DoPPGyexccWxK9I/iEGL9yxL2FtLYeEPqEA57BvFteaGkTYivw3zJ2q2lfwCMQ6P8xySpra8eq3nG89TJ2AOrdEBj7B7n3Nu4NDFjAWyRrECqEagJdMbBjLnltaXINbgV4CUy0I78DepsDGoNbEiHU+onyXYiegv089Bww5TCpARHeBRi8lFxoozaQ9Qo10OoxYob9v1/50QCLsDZL00Txumb9yMNXKiOpqkKe2UmEUuPe5MKKmwz0eN26r36NgBkXgRf2A0k/A7NuAZFdgYdfBV6/Ks5c6P6KWBD6NxEFFZdJg46kv+Gd+fpJwa0AlQdvrv39BTIKCmtvfz9N+wLgPYMmkwQmHXFdSVs8Kr65sNlf3g2Je2zo52XfALT5pADc+pGcuV1tfhCVWqTeskUWRTV0Ej+wPWoLainOpLPH+b+AL+JsZgYqpAoopeShxbpoWNdYtcQIrRkIrBlA+rZ1FhGuTphE1xFC15i3I1eFi2A/V84iVJZrzNLaYIuAZiQwvvMzvIUm6mFRrSnONQbAzcQKIYnoHpRnFkLeKm/7Ap+1PPWZQzLF+i8Anv4LeHYn+T0GNOUf2KzLq0kfYMxvkEa0A2COEWJdY4GNxQMiAHjeTmwMQLKlABJXxxJkFg7n/yZWmL9eEwdSN0kgllyADJqGLCcJCD1fJ+JNeF/yjRIngAh545rYkiTMlPONIvdJ4bUa9TDJomWPbSlWbd2XGnSyn4LODsBu2giMBsj5eDUQL/O0cDOz3x9A+iUUlD6CEhZN+wKCxA4AfGKQTwRxtwoDqWsBLhFCBQUFmDZtGiIjI6HRaNC1a1ccPsyn6DEMgzlz5iA0NBQajQYJCQm4eFEcxZ+Tk4OkpCR4eXnBx8cHEydORGFhoajNyZMn8fDDD0OtViM8PBwLFiyAJRs3bkRMTAzUajViY2Px119/WbWpdq79R1xjXg1JQTEhTR4lIyqFG4mbaTmEPKBZpDJSLKunDTHRQeDu0fiK3TBxzwGBzUghrInbiGvolVNAzEC+jURCzLBNLGr2+EQCI1YT06tHCDDoM36EEtzaOr1eCFsIzM2PpIv2/8h27RxLhKZSNz9SZ4Kl9XCg5TD+vb85fXrUBmJ5CWxBrD7scoCIPK5PDmbq7jIZnMuqw1hg/Fbb7TR+nAmYC5Y2AiYlmbJCqlHbz7rqMhlo/39k+7fsVJmOHUn+7l0kqtPECSGN+EFss8Kwmx8RQ5YExhCLWHlZN9Rmtp2wqKLWqEWhnlyfVhYhhgH+/RA492f5j+kIg46Pr/vhKeL22TS5/C4JS67+B/w0xnYWkADh1B02C1fePESq/bpIkFm6xtgClnZdY7biDoUuHu8Icu1KJMDAT4FZt4GkX/kioywCseFuHu0XtxtN7kHNyf2Dy1pU+5J9tn2KiIL+ApcO6z5/+FXi1g1oSh6IDTrybYTXbJ93SCkPjS+kjUgRQcYggUlG7oeS0WuAGZfEbl7h9gA/oGvzpKBNY/I5hLbjXXXbZgGrB4q3feQtkiHKEtqGFKtlxUbsE2SQNm4LEDMIePpPoPt02EUoHIT3o6aJ5D75+EpA6UmE6djfxZ+Lmx+xpLOM2kDc4hMFYpeNs2Gt6J2fFaxraT+WU6YiMZOvpAGjfyLirv8ngFuAuJ1FkLnofAYvJjWORqwlz6u4SbaPFeN6F3JlcEn6/DPPPIPTp0/ju+++Q1hYGL7//nskJCTgzJkzaNCgARYsWIClS5di7dq1iI6OxuzZs5GYmIgzZ85Aba7Im5SUhPT0dCQnJ0Ov12P8+PGYNGkSNmwgFoz8/Hz07dsXCQkJWLFiBU6dOoUJEybAx8cHkyaRL2H//v0YPXo05s+fj0GDBmHDhg0YNmwYjh49itata7BuQbNE4koqziGq2y2AZEgEteJHXy8dL9tv6t+UH730+5jUuCm6S6L1u75EzKJ5t4A+s22bv8tiyDJg9yfkogtpDUw7RW5yai/iRkv5HEiwURyr87PA4a/JDc9ZCGthsNafkevIZ8gWaosZKBZ2hXeBDSPJDSLuORLIGNzafv0lAHjoWWKJKrrLFy9r+BDJjmNdalf3EHefmy+g9IQ0pAVw6QaYmOFgTlwDkEHmGms5lDxcLUdaQhRqYuE7/QvQcyaw+yMAElI6wTOYuH/yb5ORVNY5qM0j8lKBWwwASo2kgKNVbRvhgw8gotY73Oxq3U8yatJ+E6ft2+LeRauARjeFG+5r76NIX4ScEuIWU0gV8FRY1CO6mEzKJQDlr6DuCGGSgTAG7tyfjgP/bXE7FVg7iLxWe5MKvXaQJM/BR9kFON+gNboEd7aui/Lto+RvUAwfJ1FeTEZg/1KSBdV7ts2RvaVrzOGEq9oC2+nX4XF87EagxW9DKrVduDS0Lfnd+DWCxmxlLpabR/yPrwT+mIr7TDZQco23Bg79nAx61N7kgekRBMjK8biJm0TcdvEvivrCTlljajQAzJ3jAEpJQUWADIoyTpGHvUJNAoML0km/O4wj5yx0ScsUJMxAIiHJIAdXkMBxYfIAQGIfFXZEJovGh8Q3sjGOLYeYr2EQy/vNA3ygs8YHmLCdHF8iBc5uAcIfIpWvAfIZvZBCLMm2psl5bCW5dkPbEq9Bb3NiRdTDJMOt+QDyvtsr5J4lHPB5hRJr/X5zkHtQK3LtDFlOBrXsc6d5PyKI2WdP84EkEDt2pHVsldDjENJWPKjv+z55Bhm0wOdx5FgaP3FtoVqE04VQSUkJfv31V/z+++/o0YPcDN59911s3rwZX375JebNm4fFixfj7bffxtChROGuW7cOwcHB2LRpE0aNGoWzZ89i69atOHz4MDp1Il/msmXLMGDAACxcuBBhYWFYv349dDodVq1aBaVSiVatWuH48eNYtGgRJ4SWLFmCfv36YcYMElA6b948JCcnY/ny5VixYoWzT71iCEcxT35PamcI42s8g602sWLUBlIbpOcM3lQ6+gdxm8l7rTYrNx3GioMbvQSTlIa1A4bbSCkFiBWi1WPkIncWCe+R9P1OAv+zcIRkC49AUi2XZbIDs7kQSz/78K+Bf+cD3V4i4lNbwFeFnXkdks+WAHu/BuMeClMJsZxINBqgzVQicm1VgxUyZBm5SYW1J24Fk5F8/33fF7czGaH6riuAYpQKrGomxsRVGLZKHZcpiOvyyi4ivn0ieItccCsSsOjfhGStAcALB0mdKLbQZcwgEq9RaG25ElaX5gKlNf7c9A8cwhpWJqPtm3x5YBgiyISZQkLKEnNCTpmr3GYLyiM4mkOJYYDUtRiozcPA/P+IgLIQo+Xajz3+es2csQVyfq2fABr1FDWxdI05TJ+/+h/JqlS48dk6PpHkumUr0Ef3tN7OFgoNSW6QSKE5ux4AUGowV05XeQAj1uD+3reAy9c4qxWkUt79EzOgfMcBiDXa0iINQGqe/sWkDuQmXZWyk67GTyWDDdb1NHgJEQZdpxKxYysjiRVlSndg5Fpg10dksPXQcyS43KAVZzWVl+BWwPi/AZUX+X38+yHQ5QV+fYTAqvK6jVpDlmJDiEJt28KbtJH0l3VnSqW2k08eeRNQepBBcavH7VvmhQPw0RtI0L2ttnIlsYLpS21XyWZdkZP3Af99SpJRWAFdy3C6EDIYDDAajZxlh0Wj0WDv3r24evUqMjIykJDA/9i9vb0RFxeHlJQUjBo1CikpKfDx8eFEEAAkJCRAKpXi4MGDeOyxx5CSkoIePXpAKZhvJjExER9//DHu378PX19fpKSkYPp0sakyMTERmzZtstl3rVYLrXlCP4BYnaqFyHjyv6IENiM/1NqGXAVEOUiHrwyewcD//eLcfZYX3yjg8a/493LBRS+VCWaf18JUSh4QUjc3IkJszftmidKN3IQBsR/eEqkM6oh44MYOaA3871Rr5F+rZTaCHkdtIHVV7M1t1n6MOdVZQqxtgxaT6uB95vBF1GyIDNYNV2Io4RIIbU47wU60CBALnkegdZvysPczYMd7QGR32+sLMss3TUxJLvCrObtGGKPHTkNii+zL4hpY6cftPygrOlGwQcdP1QCQqt9H1wHv5IrOhY3/sswasxkjxNaRaTkMOGG+R0R2I673kFgiji3j+RxhFq+sxdFy9nk2UF7oPnQm7ITATGmp9VxjCjXQTjBNBltItLyEthUPINuMrFpnI7vyrx+rhgG3QlO25Ypt16sSyTaOQhmi7FyLQvyiHVpaawNOjxHy9PREfHw85s2bhzt37sBoNOL7779HSkoK0tPTkZFBRkvBwWKLR3BwMLcuIyMDQUHigmVyuRx+fn6iNrb2wa5z1IZdb8n8+fPh7e3N/Q8Pd10GCqXuIDGPTBmtrmozY5cD9kHEusIAiESRyjJIESAPMUcTvMqVwIRtJHZMKiPWvGmniYmdtUwWWFuE2GPpjDr7rjlAbMFhLUsHvgRW9S+faNAVk2riO94j7y0L8LGw88SVhbAqrnDqA+FUJJZYFg5NP2Gd+cntx47FyhZHVgHvB9rut0VGmreSfIf5OjJAs5k1xjDE5XLVXPGdFdgA0GIQmQfr+b3ErVIJyxxrfSoxioUQl7XookB5iYr8roxFhVwMlsRF1xil/uGSYOnvvvsODMOgQYMGUKlUWLp0KUaPHg1peYJka5BZs2YhLy+P+3/zZsVqq1DqJ6zoYbRaTgg5nBm7CrAWH841AV4UyaVyyCrrdhJaUSQSYqKXSvlCbIXWgwfWDac1aqEz166yKcSEriJ2mpWtM0mhTnYGbUdcSibFMC1R2bA+2XDhWWFZXJDFXgVugJ+PiQ3aP76ezMZti4oIoS0OMgev7BIFXrMiU2vUwsSYuBghkWvs9K9kTjs2Tdo3mmRmDVnOx5BUAXsWIVYIca4xJ8NZXfMLrJZRKFXFJcqkcePG2L17NwoLC3Hz5k0cOnQIer0ejRo1QkgIScnLzBTfsDIzM7l1ISEhyMrKEq03GAzIyckRtbG1D3adozbsektUKhW8vLxE/ymUsmCDNk1aLW+2d7FFSOgOcyhCqgqbamwj7sWWRci2EBK41QqzSDwcS3ksOPZiboQxaKybqjxxQsIJJQE+Xk+bT2ItbMHWmbFVO4WNAWHr7aSuJq6titLkUXG9mC3TgO8e46xmokl3jVoua0zkGmMrsLP4RhE3tTDbqQpwFiFLIaR1rRBiXWPGAj5cwVWDDUr9w6UmGnd3d4SGhuL+/fvYtm0bhg4diujoaISEhGDHjh1cu/z8fBw8eBDx8SROJj4+Hrm5uUhN5YuA7dy5EyaTCXFxcVybPXv2QK/n4w+Sk5PRvHlz+Pr6cm2Ex2HbsMehUJwBN1otcP1olRUawgeRQxFSVTjXmH0hVGoo5dxzohilzDMkKNnSIiSc7dqRO4rbxjwosqy51WEsKZXQYghfx8SGC88KS4vQgIV8anFxjp0+mPfboAPQTjDdQIvBJJB/8n5xIOsfLwJ6sViwQl8qfi+Vk1pfwqKDV/4lRf5gMemuQWvbImQpLB0F31YCVnQJLZIlhhLu9+g615j5GssjQkiiUFgH5VMolcQl6fPbtm0DwzBo3rw5Ll26hBkzZiAmJgbjx4+HRCLBtGnT8P7776Np06Zc+nxYWBiGDRsGAGjRogX69euHZ599FitWrIBer8fUqVMxatQohIWRlL2nnnoK7733HiZOnIg33ngDp0+fxpIlS/DZZ/x8My+//DJ69uyJTz/9FAMHDsSPP/6II0eOYOVKG9M0UCiVhM1eMQqEkNRVrjEbFiGbIsRZsK6x4nsk6FkwyzlnETLpwJijpUVZa1/aGHD8Y1FuoTyTCrN1lFoPF8/v1KwfEUESCZmfCQB+m0SyhNhCmZboiviSE22eJLVkIrqQ+lNFWaQ/wuxIFlbMeYQAw74g/7UFgMKduBCDW1mLkLxbjgt9CielBEjqv0xOMsbuHCMFEXNvkNRumGeZlyqgN+lRaiy1jhEymaxFnpOzdGy5xli3mFKqdDzvWRVghRB7jVG3GMWZuMQilJeXhylTpiAmJgZjx45F9+7dsW3bNigU5Cb6+uuv48UXX8SkSZPQuXNnFBYWYuvWraJMs/Xr1yMmJgZ9+vTBgAED0L17d5GA8fb2xvbt23H16lV07NgRr776KubMmcOlzgNA165dsWHDBqxcuRJt27bFL7/8gk2bNtVsDSFKncPKIiSRAAqFgy0qj6MYIZUrUlM1fny1XIu512zFCHHB0uUtKlgui5A55sY90BzkKwdG/UAe8qxVwEOQXOFoss/MNFLl1iOY1MCJN7u13APs98egJVXGAXG1XZWnOKPGssqxsGyALdh6PkGtgBeP8pmWSjdStPTh16z6xH7/JYYS66yxnMu2p8BxIqz1Sfj7yzNn0/mofFxmpZGanw2MOSuTCiGKM3GJRWjkyJEYOdJ+CqJEIsHcuXMxd+5cu238/Py44on2aNOmDf777z+HbUaMGIERI0Y47jCFUgXYGCFutKpUuuyBYCtrzKUxQlIpCbI9s4kUY3uCn9SUfShrDVqYZCZxH0rul2//5RFCrEXII4jUkerygnU185bDgP1ml9Ld8/b3xVpMRJPfgp8LzlbANOsWkylJxXZ7sGKKpaxZyFlhGRJru+Apuz+B1UwtV6NAXwCt0YZrTJgBBziuclxJhEKMYRhIJBLOOmkzY9BJcMUT2fcqGh9EcR61O42LQnkAYG/KJnPdKVeOVjnxIXCNuTRGCAAeNj9Q0zaJgomFFiEr91zeLfE+oh4mbij/pkRQsNW9y+Ma4yxCZquPrSldGnYihewAvgK5LVghFGLhOmOFkC1hxsYdeQQ7DjgWzvMGlC2E2Iw5W8XvAH6KgyKxEAKIRcbKNXbP7PKLHUGmS2DnKHQiGnO9GiNjhMFE5tVjf4tWxTydCBsszb1XUCFEcR5UCFEoVYSrGcTVN3HdTVoYoMzi0hghgIgGpQeZTO0+7+5h+6I1ajkxxj0M82+L99FyKJlr7sUjwFsZQKcJZHlZFiGGEViEyijEGNCc/M29YT39BUDm3mLdZsL6OgA/b1KOjWq/bOkAjzKqvUskQF9BDJMjIZR3mxRlhMR6EmMWG+46YbC8lUUo+xL569+UnI8LypVoZHxgNnt8Vgi5TIgDkFgU6KWuMYozoUKIQqkiljdlqdKFFiFbBRXZB5GrytdLJPx8bubAXWFfdEaddYyQpUUoQhA4LZXx1o7ibDLthj20BWQ+KIC3CNnD3Z/fLxt/I2TvYjKtRvMBJNBaSGg78vfOcevt2EBpy9m4bdF1KjDSPIWFIyF0zVwUskFH+wKPFUL6Ii4DTRijY5U+z1qEAiwmHnUiCpkCcomc6wPgYtesGWvXGBVCFOdBhRCFUkWq8yZtK1i6Okbk8DULIUGmE2v9KTWWWrvnWItQYAwwYg2ZtFeIG5tmzTiOJ2JFiNKj7EmI2eMB1nFCJhM/u/wjb1pXVWbn6ss4BRgN4nVsjFB5hBDAW5dyHRRkZa1crMC0hcoLkJqD7s1WIVZoFuoLoTMRAcK5xthsOH8HmWpOwLKWkJU10AVYusZojBDFmVAhRKFUEanFTdmVhd5sps9XhxBiC/0JhJCwoCLrnuP6kGcWQm1Hkyk7LJEp+MBjSzeaEHYm76CW5etnoNk9Zhk4fO8CyahSuJHaQ5b4NQKUnmSaDstthanz5YHNHivOtp89x9Yr0jiouyOR8Fahxa2B/HROCLMp64BZmBTn8ILSVuC1E7FMoeesga5yzcKW1ZUKIYrzoEKIQqkiljdpl8YIyW0UVDS4OFga4C0XNixCWqPWWoyxqeOOCvo16Ej+Xv7X9vqS+/xkpP0/Kl8/7VmEbpvnBQtrz888LkQq5eOGtr0pdtdxrrEyYoRY2MBrk95+Ojubju/mQAgBYiF1djMnQthKznIJqS3EucW8GtoOJncinHvObAmqjmBpq2vMhe5nSv2DCiEKpYpUZ4wQG6xaGyxCwgw2UZwSwwBZZ0kjW9YXFjZO5/zfttezBQrlGl40lQVnEbIQQuwEqY72k/AOsRhd3S2eULWwghYhpRvZD2B//jLWeuPIIiQ8NgAYSq0sQhqFhpRq4NxirrUGAQKLkF5sEXJpjJBEIrrOaIwQxZlQIUShVBFri5DrbtKsRUg447zLg6UBPu7k/jVuaghbFiG1TA3k3SSWEKkC8HcQuNu8P/l765DtOCEdyUoqV2wQC2sRun9VPIUFaxFq2Mn+tg06kgrRgHjiVDZ9vrwWIUAQDG5nyo7iclqE2KKKAFCYyYmQ7FIisLiMMS5Q2rXxQcJjsjPQV4dFCICFEKKuMYrzoEKIQqkiEosq0i4VQmz6vLEUjNltIhIhrsIzBFB5k6rM5jRtW5OuKmVKMscYQB7KcgcPLO+GRCgxJuDmIev15srJUFTA1eMRROr5CPoJXTHfp7IsS2pv8pe1RhkNvCgqr0UI4AWOvfIAnEWojElKe80CukwhrwsyeNeY2SLEZYwJU+ddjGWMULVYJCEoUwE64SrFuVAhRKFUESuzvdI102sA1jOQA9UUIySRAEFs/M050fGsCipmmSsmlyfAOaIL+XsjxXodWwuoIhYhiUQQJ2QOek4/QWogeYQAXg0cb28phIruAmAAidS6crQjHFWqBspvEZLJ+dilwkxr15iVRch1qfMsltNsWAXKuwhhLSFXup8p9Q8qhCgUJyAcobryJi182HAPomoakVvG33BCyGARI5RtLkpoOVu8Ldj6QtdtCCHOIlTBiTwt44QyT5O/Ye0dV4YG+OrQpbnkLxuj4x5knXLvCBvTY4goKUfWGAtbyNGWRYj9bNiaRb4O0vGdBBunZmkRcr1rTCl4TYUQxXlQIUShOIHqCuSUS+WQS80F7SyydlwaIwQILC0kEJoTQiaLGCHWCuJRRgFEAGhgjtlhxYoQziJUwSwoS4sQa90pj0XH0iJUmfggwLFFSFfMF4ksyyIE8PWLBBahAj2Z185N7kbcd2wWYVmuNifATrPBpc+bLIppugipit8/jRGiOBMqhCgUJyCsa+Lq0aplUcVqiRECrFLTWeGlM+rEVgH24V+ehzwrTnSF1hWmnWURqoig0viQv6wQqmjGGAt77raEEGsNkipIociyYC1C2nyoLW7ZGrkG0BXwC8qzvypiOc0L991LqzFYmsYIUZwIFUIUihMQ3qQtCyw6G8uiitUSIwTwQij7MmDQiR6IbB+IRYiNf/Eve5/CB7euULyuMlljwn7mkH5WSFCxFqGSXPNfc1Bzec5FCDdhqg0hJIwPKstVBwAqT67vakFFccDsGtOaPzeZ0nFwupOwnPi3OtLnAXF1aSl1jVGcCBVCFIoTqM7RqjBzDKjGGCGvMFJ9mTECOZe5mBDG/A8wW4k4i1A5xINcxU8joS0Qr9ObLTkVyRpj+6lwA0wGkspfEYuQpWuM7ZPaq2J94FxjNmKE2M+nPPFBABFL5rZqo9hqRixCZiFUDdYgQFDCwfy7q74YIYFrjAZLU5wIFUIUihMQBXK6+CZtlbXDusZcHKNBMrLMbqesszaFlwoyPtC4PA96iYRYPABrIVRZi5BEwltkSu5XUAj5kL+sECo1V4Zm+1he2PiowizrdVw6fjliqFjMn4HaYsoON7kbf36qahJClq6x6soao3WEKC6CCiEKxQkIM8VcHSMkTFsHqtE1BghS6M9bxYRIIIFSW8QvKG/gLieELFxjlY0RAgA387GLsyvnGmPFHCvOKiuEiu5azzfGTuLqUYEAbHOAssZSCCnc+D4qK9jHSmLpGqsuiyRj0HOvZb6uDwqn1B+oEKJQnEB1jlbZB47l7N8utwgBQEAz8jf7IiQSiejhp5KpIGEnA1X72J7TyxacELKYl4uz5FTC0sG5pnKc4xpTVdA15m4WQvpi69gnTghVwCJkFnFuFkJI5BqrLouQ3LZr1tWuMVVTUixS1bIFPHv2dOmxKPWLct6pKBSKI8TB0tXjGuNG5IZqyhoDAM8w8tfs3lHKlFw//NR+FcsYY7HnGtNX0jUG8G654uwKZo2ZLQ26QpKWrq2ka0zlQWKb9EXEPSbcvrASrjGzRcjdZMM1Vly9MUKcRcggDpZ2tRAPeO45uMfFwa1jR6tq7hRKVaAWIQrFCaia8BV9qy1Y2uwSq1aLEJvubp46wlPBP+AjvSIrFijNwooEe1ljlXKNmY9fklMx15jQ8lOaJxBCFbQIAfbjhCrlGiN9dzc5CpZ27azzLJau2eqyCEnVarh36UJFEMXpUCFEoTgBr8S+3GvGYHTQsuqwgqfUUAqjyQi9icROVEuMkHsg+Wu2CDX15ee2ivCKqFjqPAtrybCXNVaZB7ywjg8XdF0Oi4lMzguUzNOVzxoDBHFClkIoS7y+PLBCyCJrTBQjVFGrVSXhfn9mAV5d6fMUiqugQohCcQKqFi241zJfH5ceS1hHiB2NC5e7FFYIFWcDJiOa+zXnVkV5RVU8NRwoO2usKhah4hyBxaSc+2n6KPl7/q+qiQynWoTMwdIGPSTgaw+RrLFqTp8XTK0CQDzhLoXyAEKFUC2BYRiYTAx+PnwTy3deLPd2pXojdAYTrmcXiZbnFOkwb8sZbDxyE2/+dgq5xTpnd1lEXrEehVqDS4/hCHYmdoZhYDCanLrvEp0RPx66gZwi+5+hRCJB9O+/I3j223Dv0cOpx7eEjdEoMZTgbhHvTnL1iDwrvxSlSh/yhjEBJfcR48fPJxbhFcGnhldkgtIyg6UrI4RYi5DANVZey1LMIPL33J+VT58H+IBpoRAyGnix6F5xi5DEUAJ3QV0ljVzDZdvlMypk5Zfa3NyZWNaxYi1CSqkSV+4WVvj6u51bgu9SruHy3UKrdb8fv419l+zM1ybgyt1CzPz1pNV9sLr4+1Q6pmw4avMeeCGzAMt3XkSpvuqWYpOJwYaDN3Axs6Dsxna4W6At8zvSW6z/50wmzqbn22n94EODpWsJn2w7j5V7rsBgDobs1zoUTYKsR3hf77kCndGEid2jsfNcFl784RiM5m02PBOHrk3IA+idP9Kw+cQdbrsIPzc837MxSvVGKGVSSKVkVHkntwSHr+VgUJswyKS2q9zuuXAXN3KKkRQXAYmNSrileiMe+XQXcop0iPR3wzMPN8KYLpFlnjMrXmztU8jOc5nILtQhsXUIvNTW8QEXMwswauUBJMVFQKOUY+H289j4fDw6RFQ8xfbfc1nYc/EuZvVvAaWcjBM+2XYeq/ZdxZr91/Dz8/HwUMrx7uY0qBUy5Bbr0D82FI80D4K6eTPMPFaE7e9uR4SfGwbGhuLFPk2tjrHnwl2oFTI8FG3fanL5biHGrTqE53o0wpj4KG55ic6Iv0/eA5TEIvTKz4cAFSCTKCCVVH5cozeaMHHtETQOdMc7g1txyxdtP48d57Lw2ZPt0PezPWjT0Bt/aPxI7E3RXcT4CoSQZwRv7WDnxyoPbPyNVfp8JQsqArxFqiiLn9ervPtp1IsIj7yb1n2sCKzFh/1MAHOBRQaQyDixdjY9Hz8dvonGQR4Y3TkccpmN75EVg/piyKAGQD4rNwVvEfpyfxa+2rsDlz4YwF3fLAajCVKJxGo5u+6lH4/BQyXHx8PbAHB8TbKWx5ziIuSX8NOr7D6fi7d+OYGx8ZGYO7S1w49m0fbz2H4mE8uf6oCERbsBAHHRfvjpuXiuzdV7RXj5x+MAgG/GdsK9Qi2W7riI5UkdRNe20cSg96dkHwYTg4Uj2pKPymiCXCop8/5SHkwmBkU6Azwt7j9agxE7z2Zh8vqjAIDGgR6Y/mgzUZvhX+5HQakBRToj3ugXA53BhCU7LuDavWIEeqowuVdjBHuVz5r7v2O38eZvpwAA1z4ayC03mhi8/+cZNPR1w8Tu9ife3XfpHpK+OYiX+jSFv7sSvx27jVVPd4afO2/NW3/wOt7edBqD2oTBxDCY0C0Kz6w7wh0zp0iHP0+lw1ujwOA2oXY/31K9EVqDCd4a/jNjGAb5JQZ4u9WuOC8qhGoBDMPgi12XRcv+OpWOIW3DEBXA37zzS/X44C8y4eUn285b7eebvVfRwFcDuUyK1Gs5onWp1+/jXqEWA5f+h8aBHtjwbBcAwJDle3GvUAet3oSRncOhN5rwWfIFJLQMRocIX5hMDMauOgQAeHvTafSOCcKqpzuL9n0tu4izllzPLsan28+jSaAHfj16C7P6x8Dfw9pSsT0tA7N/Pw2jicHfL/dAoKe4zZaTd7D1dAae79kYE9aQi/D343fw/TNxXJvbuSW4crcQT68+DKOJwdKdl7h1r/9yEv9Mr1iK7b/nsjB+zWEAQJdG/khsFYKCUj3WpVwDAJzLKMDSfy6iU5Qf1qVc57b7+cgtXPtoIEwmBpuO3+HanssowBOdGuL7A9cR7uuGQ9dy8EpCM+7zTJnVGydv5eG1jSewbHR79GrOWwje+OUkbt0vwezf00RC6I8Tt5GRZ4IqkMQIHb91F+6NAaNBjo+3noOXWoHJvRqXea4mEyN6KO6/nI09F+5iz4W7mD2wJaRSCRiG/0xf3HAMAHDyVh6YhoGQmIVQw8AYdAzuCL1Rj3DPcEH8i223j95owvXsYjQOdIfWYEKR1gB/lZ0YocoWVAR411jeLX5Zefej0ACNewPntvDLKmMRYq1SJYJrkXMd+nKz2c//+xz2XCCWtFs5xTiTno/24T6Y3pd3O7KuMX1pEXIKpWCNf0LXWCHUMDFAXokevoIHW26xDk9+dQAMGPz50sNQWAitrWkZ+OsUmVPtoWh/vP/nGYzvGo2XE3gRv2bfVQR5qTEgNpSzCBXrSzF2dQoYdzKgefu38wDUWJdyvUwhxP6u3tucxi07k54PhmG4B+vVe7wwZh/EADBvyxn89kI3mEwMlu28hCuCdjdzinH0xn2czyjA8p2X0NBXg5+ei8e9Qi383ZUo1BqQW6yHTCqBTCpBkKeqXELp3c1p+O7Adfw+pRtiQry4QdKLG45h+xle6F69V4Qvdl1CgIcKQ9qGYee5LBSUEivR36fS8Ua/GGw+cQef/8vf7+8WaDGsfQM82tK+q/TkrVxcvluIraczuGWZ+aWcgNqeloHV+64BAMZ0ieT6Z8lbZhG1dAfvdVh/4Dpe7NMUeSV6vPP7ae4exg6kz97hLUHFOgM+2XYOPxwigwQvtVx03xIyauUBnLyVi7HxUXh3SCtyP9lxCYt3XMDa8Q+hR7NAu+db3VAhVAs4cSvPatmi5AtYlHxBpPrLMntnF2rR85Nd8HVTQCWXidYdvX4fK3ZdRma+Fpn5xDQql0lxr5AImH/PZ2Fk53Akn8nEF7su4+/TGdj5ak9czykW7WfnuSxk5ZfCW3CM9Fxxv3KL9Rj99QHuPTtCO3AlG5H+bgj11uDr/64gM1/LLR/cNky0j6nmB++hq/xD5FwGf0HO+f20SIxYklust7sOIELgtV9OwF0px7xhrbH+4HW89Rs/A/pN83nvOJvFWekAYMOhG0i5Yj1/lN5own0b7seRX6XgZk4J9/7Wff71mv3X8NXuKwCAt347jX0ze3PrLmbxN/d1KdewZt81fPBYLI5cuw+YyGiqSF8CSPXm81HgS7OYfrJzuGiEZ8mRazkYt+oQZvaP4UTWfYHbL6dYhwAPFbIK+PijIh1v8tep/KACgKK7kEgkWJ24GiU6IxhGwlk/tt9g0CPGCLWC/x1eyirA2G8P4U5eKeYNbYVfj97GuYx8rO9gQEfAfvp8pWKE/MT7kEiBisRQxQzihZDCnRMtFcJsRTpw9jqKz2Wid0ywYO4y3hp4WfBdf7WH/B7+u3gPU3s35R9o5s/gbg7//QOASqbmLGlFDDm/7CItJ4TySvSY/P1RnDe7Uq5nF0GjlOOLfy9hcNswdGnkj1V7r3L7e23jCQDAZ/9cQMswLzzaMhinb+fh3c1nAAD7Z/aGklVhEj2O37oHT7NeY0yOHycMw+B8ZgHCfDTcsvMZ/HdeUGrA/WI999u9eq/Yah9sOwDYciodn/1zQbTuWnYRHv9iP/f+dm4J1uy7inc3n8HM/jFIPpOJ1Ov3+c9PLsWzDzfCa4nNYY9b94u5e82Q5fsQ4qXGP6/2RGZ+qUgEAcC59HxOQOw4m4ltafx69n73z1nxNn+eSsefp9KxZFQ7DG3XwOr4DMNgwpojuFeoFS2P+3AHPnisNZLiIrE1jRdIt+4Xo1Gg2Jtw5k4+5DLbFsFPky9g/+VsPNoymBNBQq7c492N17OLcUnwez1+MxcpV7IR4K7Csz0accvvFmhx/GYuAHKfW7P/GiZ0i8aqfeS3Nv/vc1QIUXj+OpWOF8xmVVuU6vmHSVa+1m47gBdU94v1AMRCILtIh28EN7x7hTp4qPmv301JXt+6T24+V+8V4VxGgeiBzPLQhzugkkvhpVFAKgF38Sa0CEKkvzu+FRyHvdFtOnYb0346jtYNvLDlxYdxRyCeLjjwdwsfxvcKddAajFDJZfjzZDoAQCGTQG9krLYr1Orx46EbAIBRD0VYrb+aXYT/Hb0NABjfLQr/XRDHIbCChf08nujYEGl38nE2PR9pd6x95VfuFiE9j2wT6q1GoKcKJ2/liUQQIBZ2rAgCyA2798Jd8FDLoVHIkFfCf39zfiejZlZcKnzJd5VbWgyJxNyO4R+Od3JL7Aqh3Rfu4pm1h6E3MiJr0+1cvp+Z+aUI8FCJHlJCAVco94UKQE7WbfgBKNIZ0euTfxHp745fC8hN/uO997Ep9zi+SOoIACjSGvC/o7dxJ4987xsO3eRiDr49fA8dlQCjK+DDgPUlnKWDcfPDrvNZaBXqhaByuhDgHkTED2OOdVC4l2+CU5ZmicR9xRgrlTGWXajFih238BYAlakYo9Ycwf91iYD7lRTMArh6RTqDifvdtArzEv22zmcUILahucCj2SJ0IzMb8OPPY8/5PLRLz0QUgCKQNvcKdWhiHqTP+t9JkXC/eq8Y3/x3BQev5mD9wRv4dERbHL2Ra/McVuy+jIy8EpTq+XiRrh/txLCOpE8SqZH//QEAw4tFoWWHZemOS/jsnwvo3oSPHxNe36R/hfBz98M/ZzLxodn6bcmlrEL8cOgGTt+2HkBm2rhHsiLuo7/PWa3TGkxY/u8lu0KIYRgr63tGfil2n7/L3RuECO+XQhEEACV6I0r1Rs76N7N/jKhPv6TewtB2DXDtXhEmrDmMvq1C8Hpic+SV6K1EEMtbv53Gk53IAJblWnaRSAjllegx/Mv9MDIMVHYsRSlXsssVX3U9uxgZggH5H8fvcEKpdQNvxDcmllhb8USsCAIANyX5rZTojFDIJLbdwdUIFUI1hMnEILtIhx1nbcxFJODAlWzsv5yNEp0R3x2wbwGpKBn5pTDl8QKCDeTLyOMvuL9PpUNrsB1UpzWYcNd8E1tpHsWG+WgQF+0nEkIquRQlOiNe/+UkAOD07XyczyhApuBiEj5wAXJx2CMrX4tATxWyzRaMQ28mQCqVoM+nuzjrFjkfE2b+j5iBI/3dEeipxOnb+ejVPBA+bkrRRf/v+bu4kEX6kNgqGNvSMnHrfjHe25zGmZtDvdVIiovAyK9SbAqvyetTceUu2WcDHw0i/N1w0oalzxHCkZdDTETk5BQXAeYHEWMSC6HWDbytNttxNhMT1x6xWg4A1wTHzsrXolWYfYGaA2/4A/h+ZypiG2RBAvLwLSgsBNTknO8yPrh8KgOnbuUhxFuNPp/uQn4pb1US3igLzQ9wY3EepCYGF7MK0Uxxl4giuQZbL5Zg8oZjiA5wx7+v9Srr0yHIlaT4Y77ZNVZR95qbHxDZFbj2X6XcYl/uuoy0e0ZACbiDCJ3vD9zASFkmoACO35PgVMo1PNw0ECYG0ChkmDu0FYZ/mcLtY+V/V/DJE22wat9VZO29hncB6EoKAfDCbNqPp/G3Mg+QEtcYAGSbrwOjicHu8+Sh6+euRE6RDt8duI6DAjH+qtkCFOip4q5nltTr90XWE5ZNR7PgyYaGych1zJhkgCCbLb/EgDl/nMbxm7n4Y0p33C0s5aw3ex0EP1+5W4QTN/Mwd8sZ0fJ5w1pDJZPi9V/JfWSW+dp2FutSrmH1vmtYOaYjmgbz3/dvx27jdxtWkl9Sb6KkEsHPf5y4gyKdEQEeSgyMDRUJIfbz/9+x27hyrwgrdl/G7dwS5BTZHwCr5FKk55WiWHDP/GTbBTQN8kS4nxv+OpWOBVvPcX3V2bmfA+AGKd4ahWggJuTjredEgzvhPWvh9vOY/mgzfPT3OTQOdByPp1ZIcbeAhGqE+miw6YWuTonlqixUCNUAR2/cx4Q1hxHooeL89TEhnjiXYf3geXr1YZv7CPBQih78FWX9gevYmMrHT7AqXyhQ/j6dAX8P8tBtFuyBq/eKOBHgoZJbZUiEemsQEyIePTMAzqTnQSfIQliz/5rI3bT9TCY2n7iDwW3DcPBKNp6xeFgr5VJ4qRW4V6hFel4pFxyuVkjh46aARCJBo0AP3CsUx0WxCN10Uf5uGNQmDMv/5eOJtp5Ox/VsMrrrHROEbWmZ+MdCoAZ7qdE+whcrx3TC6dt5kEolopEiK4IAoIGvBk2DXFfThTFbf+6XFHGuMaFFKD2vFHsu3EXbcB94axRYtfcq9l26JxrJsdwr1OLT7edFv4WsAtLOUqCyZGgVaArAEyX478I9NA0mo89ACRFBWiiQDyI8Bi/fi4QWQSIRZMl9hnxWpqJszPn9NDYcvIHVj+jxCAB4heI384PoanmFIotPhEAIVSLgOmYQEULsRKwVIKdIhwKGCDwPCf/g8DEHOV8ulGPF7iuI8Cf9ivBzQ8dIP3w6oi0+33UJV+4WYfOJO8gr0WPPhbtIlEoAJaCRaAFG+MCQwA3kQVnCEJdVdpEWey7c5WLR3JQyjOocji92XeasER0ifESWoFGdw/Fr6i3uYegQwW9NIjWfGyN+lFzMKuAERNu528vcJWvZnWEeMAnZ+Hw8OkcRV+KvR2+JhJyzePePNJgYYPPJdAxuA3y6/QJ83RVcTE50gLvo9/evWWBWFHZAGBPihQYCFyFABh55JXocuMxb8IQJL7bwcVPgmoUl52x6Pqb/fBwbn+/q0Ntgj48ej+WCvy1xdA0evXEfSd8cBACcsmGtE5KZr8UXuy4hq0CLrAItMvJLEeqtcbiNK6Hp8zVApJ8bcov1uJhViDPmkTEbR1MeJvVohN0zHsGEbvazA8pC+OADgAzzDVD4sLyYVYgDV8hNZ8X/dcSnI9tx6468nYBZ/WNE+wjzUaOhr/jHnHr9vmiUCwAbj5BAO6XAHPriD8dIUOfKAyiwEFh9YoK4EUZ6XgnumF0JYd4abhQR5s27TMbFR9rMuAOAa9nFIhEEAIev3YfRxMBLLbebaRZidsk8EhOEF/s0RYCH/RicMB8Nmto5Pktiq2C4KWUY3qGhw3Y2MT908gWuMaFF6Ju9VzB21SG0fW87Biz5D3O3nMGOc1k2XXqPf7GfC3xk+fnILbR9b7vVb4Rl/00iwN1RinMZ+bhiTnsORC4A4C7jDaF1wFJUdooUf8akPSArvosfDl4DABw8aY7X8gwVjbx1BhNMJmuLnE18BC7RymSedRgDdHwa6PlGhTe9lVvCuao8IBBCEvIgyWM8kJFfiqvmzy7cjwjH4R0bYs6gllx7VriUkqgsaKCD8LMFALVEZ25DfpPv/JHGiSAAaB3mjcYWMSN9WgSjSyM/0fswH9sPIrlUAn93Jf6Z3hNPxUUAkIIxu8EkrEXIQgj9LQjqFdI23MfmcnsBtwDQSJAwMntQSzzS3DmxJW8PbMF9BuxPKvV6Dp5YkYKtaRn44dBN3C/Wo3mwp+g7qSxyQXxOkyAPq3gdEwOs3ncVh6/bFnq2snqzC3U2xcnha/etLLoPNw2ARAI0D/bEoy2D8evkrjaP07Vx2aUvAj1VVkLOcm5hAGgRatutfCO7GD8f5u87J25WzHrubKgQqgH8PVQi06GHSo6Wdn4wtgjyVMFdJcecwdYXZ6S/YxeAPR/x7dwS9Fu8h3+oCbK4mgd7olGgBwbFhuKVhGbY8Gwc1AoZxnWNgkLGX5xhPhqbwXgs3ZoQ/zFrDWrVwAttGvIunHZzk21uN6ZLJELNQic9r5QLzg714cWPRsnfiF9NbI7kV3rgn+k9oZRLEeChwpG3EzD/8Vi7fQOAZsGeaOhr+/ML8RbHpvSPDUWUvxt62bgpK6QSdG3iuLJy9yYBOPlOXywc0cZumwGxtlPQ2aDUYn2pTYuQ0HR9pozaHzdyrOMcUq/ft2saB3gXjLukBGfT8zlrWKAkFwCQxfjA312Jix/0t7pZAsCX/9cRvWP4B182zEIIRs5iIikgMWAXSjzw30XelfLKT8cRM3sr9pejtoxICGl8ym5vidIdGLwEaJpQoc0YhsH5jAIUshYhlKKd+XfOnl8u4wGjicF+8+hfeN32bBaIFf/XEZ2jeMFYwhCRE+pmErluAMDNLIZHdmlqPr64Pw18NaLsUwBoHOiOz55sRxIFnolDu3AfrvSGEA+VHKlvP4rk6T3RJMgDryQ0I4MO82+QtQh5q9VoH+HDbWfLnQQAE7tHo21Da7fty32aIqEF/5vwc1di1dOd8NWYjqKs09YNvLHq6c54uGkAIv3d8HDTCtSrsiDS391qwLTvUrbVb//Dx1vbFYkAsGlKN8we1NJhtmaAhwpdGvH3hMbm4yotYmMW/3MRDAOb1834rlF49dFmmNk/hhtoGUwMF0NoWY5j2U7xgG9aQjPsmfEINk3phq/HdkJHwYDkiY5kQBbl7yZKbdcoZJg3tBU2Ph8v+qwkAPq35u9P9gZ+wzvwwd9tw32437TOaEKRwJ134lauze2rCyqEagjhj7Z5iCekUgkGtgkt17aWqeZChrQNs7LKAEDbht5wV8ow2iJwWDjSOZdRYA60JqMllgGxpF9SqQQvJzTlRgxqhQz9W/N9jjSPam1dxADQJyaYC5IDiEXn18ldMTbeds2hRoHuWDO+M7o2CUCI2Wz6a+otrDPHSglNqRO6RaFJkAeWjGoHLzVxlzUJ8sBfLz2MP1/qjgAPlehGzeIu6E+HSF9olDIE2fh8Let8eKkV+Pe1Xlgz/iGrtp2j/eCmlGPF/3W0W5sp0FMNuUwKiUTCiTxLxnSJsrlcLiE3KiNjgETKWoTkdlNmHaFWSPHL8/H4IqlDmQ+VQebfZzHDCiEt7hfruWBcPwkZgeYwnvDSKKCQSdEpytrCFuipwqqnO2PLi90BAHrIkcOI3Wt+JjIq/veO2NLw56l06IwmzP79NFeHyi5CIcRWi64GMvJLkVei5wSjVMJgzf+1xIZn4+AnJaKxRE4GPmzWUTuBpUQikaBf6xB8M64z3hrQAq/1bYal47oBAPyVRvhoxNZIJYhFyNPT2h0b5q3G5F6N0TzEU/TQbRTogVBvDcZ0iUQ3swCa8khjPPtwNH4wl9YAiFva203BBd8Heqqw7ZUe8FKbCzyaLUJuChV+e6Gb2WIEu8G9zYI98PW4Tlgyqh3eHMBblMP93ERW8SBPFXrHBCOxlfVgQCKR4LuJcdj1Wi/uAS68joU4GJehebAn2oWT36elIFo0si16NAvEjMTm6BjpJ7ontI/wEd3H2jb0xsTu0RgiyHxdN+EhRAvEp95oEg2OmpgtdBufj8eozuHYP7M3osxiOMBDiU+eaINWYeLBcZCXCi/2aYrnezZG8vSe8FKLr41BbULxzdhO6Gf+zIRutfHdotA+3Afhfm7QCPq+eWp3LBvdHp880QafP9UBK8d2Eu0ztoE3xsRHoXOUn6gcSVaBFiM6hXPvX+3bHGqF+P4T5KlCgEDE/vp8PDY+31VUV4jlZA0LIRojVEN0jvLjXBJJ5pvH8tHtMS4+CiO/Iq6kgbGh+PNUutW2GkFK8ruDW2Len2fRvUkAFDIpnuvZGNeyi0VZPjEhnlg3MQ6leqOoSqtSLsW4rlFWgYkAET/hfm7YejoD47tH2T2PhSPaoo95JMdm9KwZ3xlf7LqM347dFrVtGuyB1mHeOGSucRTirYZCJkX/1qFceupXYzriue9Syf48VZzJPMxs/RFmZQjdYU2DPW3WDRLe4GzF7QxqE4afzK46tghkYqsQq8B0fxtZWKxb7qdJXfDu5jN4sXcTaJQyPNyUWIn6tQ7BoTf7YNnOS1iz/xr6tQrh0lyDvPgbxPfPxGHLiXSMjgvHrnN3uYDQlmFeiPBzE1lt3h7YAqUyBb66CEikBi5YGowSozuHY62gpEDLUC+HFqG4aD9M7d0EnczxFyq5VGR9AYhFINRbjZv3i/FGvxgEeKiQfoC4XQIUOkAHLlCzU4gCyAYK4Ib25gd7+3AfzjoQ4ecmEtisOwggwdV+kkIESnIR1aITQi6S30gWY9tVefluEQ5ezRGNsq0QFnVs/YT9dk6GTS8O9PWFqUQKKUzwkenQtXEI8sKkQAbg4x8EmJ9TjQLdRaNrFm+Ngk9JvmuOsdMXiwpnSmCCypwh6uXlDUDsVtk/qw/3ukWYF06YU5ptWY5VchneGii2MgstviyeagW8VG4o0N/HkA6+2J4OuCvJtdi/dQh+P3YbRTojGvhoEOChFJUHiQ5wh0ouw9B2DaAzmHDk2n34uinhpZaLgmXLU4VZIpFw4qNduA+2p2ViwbZzeGdwK7y9ibhWO0X5iTI1F41si2bBnsgt1iPC3w0NfDVwV8oQ39ifs0jLpRI81r4BHhe4rX0EVpIujfzxcJMArhYS2++YEE+M6NgQWoMJ3ZsE4N/XeiFq5p8AiEs3XvBbZe9LbcN9OHfh1mk9cCe3BGE+GqgVMqwc2wnfH7jOlcWwrP9kGXfX0FeD3jHBaBzkIUqnn/94rNUAmCW2oTeXmSgciEskxLIodJ8CZJB7O7cErRt4oXmIJ159tBm0BhP6tQ7BsWZ9UawzYMmOi/juwHV8OrIt2ob7INSbWAvZzLBQbzVndRvVORw/Hr6J07fzbWYaVhdUCNUQia1CkNgqA10a+XMXnEQiEVl7Ph3ZFu8Pa425W86IREWswLT8dLdoPNk5QqTy24X7YPOJO3BXyjAgNhRTezeBt0YBb40CzQRm9Qg/N8ikErzWtxm2pWVyAW7BXiSIu0OEb5nVmZVyqVXti6bBnvjsyXa4lFUoCpprFOiB2Ia8EGoeQvrSpZEfPnwsFo0C3dGlkT+81HLklxoQF83fOBJbhWDr6QxcyCzggsQDy5tKbUYmlaBtQ2+cuJWH1/o2Q++YYGiUMvx5Kh0jOjXkHswjO4VbCSFHLr+4Rv74++WHba7z91Dh7YEtMOqhcET5uyNm9lYAQEOB1axxoAdXvC6xdQjmbTmDcD83eGsU+HVyV2w6dhu3c0uQcjkbIzqF4/z9Anx1EfDSSDCkdUNsuADERQVjekJz/Hr0Ngq1BgxuG4Zlo9tzN2KWRSPb4o1fT+LJzuF4f5jYVfhQtB86R5Hv/LsD11GsM+KhaD989mQ7aPVGBHmpMbN/DHYxzYBjQLDKAJjDE9qG+2B4Sy9gNxAWFIgXHiFuAuFv9bcXuorcHN4aBaY80hg5RXoUnPYDTLfQPcQITWN/BF3KBQBkMNbVt9k087Q7+Y6FUGQ3ILwL0KAD4G1dn8VVsDEbzUO9IL3jaZ7FvgDwDIG32TWm9uStb+O7RZedPmxOn4e+BAmRCTiSeQQBmiBM6xsN7CGr5Crhb8odb/QTx/ANaRvGCSHLOmP2iPCz7SpmiyqG+0uAdH6esYebBiJ19qPIyteioS9xlQtLhAiPq5RLrSwQT3RsiF9Sb4mLSTpAIpFw959nezTC2K6R0BpMnBB6rH0DHLqagyc6NsSrfZtZBeTKpBL0jxVb4kd0amj1QBa+99Yo8HTXKOSV6NGnRbCozScWsZ6dIn1x5Pp9DGvfAG0a+mBouzC4KeU2YwzVCpko7b2BjwZv9IuBTCLB9jMZeKy9+Df8Yu8mnPsr0FOFjhHkWokOcMdj7Rvgt2O30SGCHLOibJvWA8lnMq2qVK+d8BCW77yIKY80IX0QVM7XKGXQKGV4a2ALPNezMecZ2PtGb5Flbki7MJzbeh5KmRTPPByNIe3CENvAm2aN1UfcVXJ8NaaT1fIofzeMjY+Er5sSaoUMaoUMHz4Wi2cejkawlxq5xTqri1ljYRYeEBuCHw7dQFJcBMZbBFS3buCNOYNaYvE/FzCyExFgU3s3xdTeTXG3QIslOy5wGRpV5dtxnXD1XhG2pWXCxDAI81ZjUo9GKCjVo0sjf+7ClkgknEkdAP6Y2h3bz2Tg/wTTdAR7qblq2N8fuI7fjt1GYqsKTFppZtXTnZF2J98cOEguvFPv9hW1ad3ACy/1boLMfC3+OZvJuYQqi1wm5bLp/pjaDQWlBrv1cLw1Cvz3xiNc7ahAT3GhMgDwLiHbKhUmuKmIpaBFiD+83RTYPaMX7hfruQDTF3s3wVd7rmDSw43g46bA4x0aIrFViMi0z+KpVmDj8ySAcnjHhvjmvyuYkRhDTNlmc7ZaIUO/Dk2BY4C/Us+l2s7o2xySK38BAOJiIgGz9a1NQx88FOUHT7XcZm2jGYnkYW0wNAPOnMTolhpcj/CFB4iAvsd4Y1b/GBSUGrgg90eaByHtTr6osJtNlG7AxG2O2ziJ7EIt9l66hwg/Ny5mqlGAO3BPIIQAoIScV4GUf+ANsGENsoItKmkoxZNNn0CQWxDaB7VHgEnCCaGOTcIQ4nUFnaJ8sfypDla7eLprFEp0BnSIdDy4AYAvkjpg2c5LduPqWCFUoCPnpZTy361aIUOEwOLUv3UIFgxvg5ZhZcdBvj+sNZ7uGmXlFiovKrkMKrkMIzo2RKHWgFGdw9Ep0hcR/m5lir9vx3XC9rRMvDmghc31MxKbY3taBp6Ki4BaIcN7ZVTPBoiFO/lMJga1JVMYLRnVvsLn9Fpic5t1jl7u0xSjH4pAsJcaEogHax8Nj8XQdqRgprCoaXlpFuwpGjSzNAnywOIyzkEll4nCIyzDA17o1QSD24RBazCiSZAnmrgww7a8UCFUy5BIJFbl6TVKGVqFkZF1gI3pKiwJ9dY4nF5iQvdojO8WZaXAAz1VVlaCqhDkpUaQlxpxglF7sJcaC55wnCEXFeCOST3sBx7+X5dIkUiqCP4eKquKprZGf+yI1HIqiqrSpqFPmW183BzP4s2OvvVGPUrN82ixE7H6e6hEVpfpjzbD9Eebic7RXVX2Zd8s2NP+92RORZfqCvHjpC7IyCtF96YBwFmzG07J39gUMil+fj7e1l5EyL2JGPAx5cAt1At3zS6/YqjQKswb7SJ8YGIYjOgUzsUTXMqq/MSTzmbOH2miIp8AGZnzE8qyQojU5ekc0wg4ew9NgzxsTkFjhaC6ttyow6OR5pgndgoRmRJeGhX2z+xt9/cqk0owtbf13He2GBAbysUG2oKdb4wVQgqZ/bmjJBIJRnYOt7tetF+FzGYNrIoitMxYBpfbo0+LYJGFx5IpjzThLCHlxd9DZbOgqzOQy6R2g7hVcpnDTLyaJtyOpbGmoEKonlKTZsgHCWeKIGfBCiGdiZ/wUiW3/TB1yfesNFszdEVoEerFp8iyk6ZWZl4uD36mdqVcCk+5ETACcqUasQ284aGS43Wzq6fIXF6hTItQNVCqN2Jj6i1R7B1ba4sIIfazKiQzz5uFQ9fWjbHOtxHalkMYAyCuMbbStbaA/4z15nIXcvJArK7fK2sRytcT8Su0CFEoDxpUCFEoDxjsQ0hn1FlZhKoFVggZSsjDXWa+jbBWD5XtVFqHuJljZsyTkrJC6JsJ3axmqm4c6AGJhEwlc+1ekVVqeHUyb8sZrD94w+a66EALi5CBT2CQKN3Ro1kFCshJJGRajuJ7QHEO4GWO+2D3qajG7x/8741zjcmoEKI8uND0eQrlAUMhJcKAAYMiPYlHUVdkQtGqIhQ6ekExN/PcYJxQqgjsg9xALFwS819/H+tYEY1SxrkYn159CHpB1fLq5ucjfFE4tUKKXyd3RUNfDTpE+CDQQ8V/FtoC3noDgJs+viLYms2e3aeiAqLKCbAWyELzd06FEOVBhgohCuUBQ/jQydcR10S1WoRkSkDKWoEE7inOIlQJ1xgr5AylJG/X7PKzN2P850+1h6dKjmvZxXanAqkO1IIA3GAvNTpG+mLPjEfwy/PmuZNUrNuwgJwbQESQtBK3Xo1ZCBULhZC5tIK8moWQRbA0K84plAcRKoQolAcMYTwG+yBSVcbCUFkkElGcEEeVhJC5/4ZSziokWm5BQ183tAknQbW2ZiGvDnQGk2j6D7aeklQq4WN1RK4xNp6nkqLVlkWI3Sd1jVEolYYKIQrlAUMmlUEmIZYI9kFUra4xgH/A6wTWGKdYhLT8w1243AaxDXwAACdrSAhdzy4STR4cYqskAjvZq66o6qLFpkXIHCNU3RYhs0AtNZJzosHSlAcZKoQolAcQdgReI64xgH/AC11jVYkRYh/kIouQhHfB2SDWnGZ96lbNCCFhlfO2Db2xaKSNcgPs56QvEmR4VdJ6x86XZk7BB1DjFiEWahGiPMg4XQgZjUbMnj0b0dHR0Gg0aNy4MebNmyeaF+jpp5+GRCIR/e/Xr59oPzk5OUhKSoKXlxd8fHwwceJEFBaK02VPnjyJhx9+GGq1GuHh4ViwYIFVfzZu3IiYmBio1WrExsbir7/+cvYpUyjVDhuTUagn14S99HmXYekaM2gBI6n4XTXXmFbsQnKQ/s8KofMZBTUSMH3rPonPGdouDL9P7W67Xo0ti1BlrTeca0wghGrKImThinVUR4hCqe04XQh9/PHH+PLLL7F8+XKcPXsWH3/8MRYsWIBly5aJ2vXr1w/p6enc/x9++EG0PikpCWlpaUhOTsaWLVuwZ88eTJo0iVufn5+Pvn37IjIyEqmpqfjkk0/w7rvvYuXKlVyb/fv3Y/To0Zg4cSKOHTuGYcOGYdiwYTh9+rSzT5tCqVYsR+DV7hrjHvDmwYnQMlQpi5AgWJoVVGWIu4a+Gnio5NAZTdy0FtWBycTg1Z9P4MO/zgGAVaV3Ea52jdWURcji90ZdY5QHGafXEdq/fz+GDh2KgQMHAgCioqLwww8/4NChQ6J2KpUKISG2S8ufPXsWW7duxeHDh9GpE5mGYtmyZRgwYAAWLlyIsLAwrF+/HjqdDqtWrYJSqUSrVq1w/PhxLFq0iBNMS5YsQb9+/TBjxgwAwLx585CcnIzly5djxYoVzj51CqXasHzwVLtrzLJiMhsrpHDj6wpVBHsWIQdIpRI0C/bA0Ru5OJdRYHNKAFdw6nYefj16i3sf6u2gn5wQKhZYb5wYLM1mjVV3+ryFRYi6xigPMk63CHXt2hU7duzAhQsXAAAnTpzA3r170b9/f1G7Xbt2ISgoCM2bN8fkyZORnZ3NrUtJSYGPjw8nggAgISEBUqkUBw8e5Nr06NEDSiV/ASYmJuL8+fO4f/8+1yYhIUF03MTERKSkpNjsu1arRX5+vug/hVIbsXzwVGvWGCAWLgAviCpjDQLEFqEKxNLEmKtan8+ovmuVrWzN4lAIKQSWM4PjkgBlYjNYuorutkpiJYSoRYjyAON0i9DMmTORn5+PmJgYyGQyGI1GfPDBB0hKSuLa9OvXD48//jiio6Nx+fJlvPnmm+jfvz9SUlIgk8mQkZGBoCDxPClyuRx+fn7IyMgAAGRkZCA6WjyhaHBwMLfO19cXGRkZ3DJhG3YflsyfPx/vvfdelT8DCsXVWMZkVLtrjH0QsvV+uOk1KiuEBA9WrVnUlOOcYkKIFehcevXVErpbqBW9tzffEwAL15gLLEI1VVna4hxojBDlQcbpQujnn3/G+vXrsWHDBs5dNW3aNISFhWHcuHEAgFGjRnHtY2Nj0aZNGzRu3Bi7du1Cnz59nN2lcjNr1ixMnz6de5+fn4/w8PJNFkihVCc17hqTm49vMMfzcC6aSk53IXywluaJj+GAlmaL0IlbeWAYplrm0LtXqBO9DymPa0xfzFuEKitabNVuqi0WIeoaozzAOF0IzZgxAzNnzuTETmxsLK5fv4758+dzQsiSRo0aISAgAJcuXUKfPn0QEhKCrKwsURuDwYCcnBwurigkJASZmZmiNuz7strYi01SqVRQqarZxUChVAIr11h1Z41ZWoQ4t08l+yFTAJAAYARCqGzBENvQGyq5FPcKtbiUVVjumcarwj0Li5C/uwMRIAwqr2qMkNAdyTAko66G5xpjoa4xyoOM02OEiouLIbUoHy+TyWAy2U9vvXXrFrKzsxEaGgoAiI+PR25uLlJTU7k2O3fuhMlkQlxcHNdmz5490Ov1XJvk5GQ0b94cvr6+XJsdO3aIjpWcnIz4+PiqnSSFUsMIHzxyibz6pzjgLEKsEKpi1WSJhN+2Aq4xlVyGTlHkek+5kl1Ga+dwr0AshBxaoUSusSrGCHEikwFM5jilmrIIyalFiFJ3cLoQGjx4MD744AP8+eefuHbtGn777TcsWrQIjz32GACgsLAQM2bMwIEDB3Dt2jXs2LEDQ4cORZMmTZCYmAgAaNGiBfr164dnn30Whw4dwr59+zB16lSMGjUKYWFk1uWnnnoKSqUSEydORFpaGn766ScsWbJE5Np6+eWXsXXrVnz66ac4d+4c3n33XRw5cgRTp0519mlTKNWKMCaj2q1BgMAiZHYTVdUiJNyWswiVb1/xjfwBAAev5pTR0jkILUKLn2znuDErhEwGQFt+S5dNhO4o9vNmrUzVnDVGLUKUuoTTXWPLli3D7Nmz8cILLyArKwthYWF47rnnMGfOHADEOnTy5EmsXbsWubm5CAsLQ9++fTFv3jyRW2r9+vWYOnUq+vTpA6lUiuHDh2Pp0qXcem9vb2zfvh1TpkxBx44dERAQgDlz5ohqDXXt2hUbNmzA22+/jTfffBNNmzbFpk2b0Lp1a2efNoVSrQgfPNUeHwRYZ41V1SIk3LYCrjEAaBxIYmcy80rLaOkc2Bihb8d1Qp8WwY4bC2Om2GyvyrqxhMKQE6A1I4RoQUVKXcLpQsjT0xOLFy/G4sWLba7XaDTYtm1bmfvx8/PDhg0bHLZp06YN/vvvP4dtRowYgREjRpR5PArlQULoiqj2jDGAzEAP1AqLkK85RienWFdGS+dw1+waC/QsR/9kcmLJMWqBYrPrrrLfl1QGSGQAY+SFp94JArQSUNcYpS5B5xqjUB5AhA+eaq8hBPAihRNCLrAIlfO8fN3IZ3G/yPVCiGEYZBcRIRTgUc7PnXWPVVUIATYscdQ1RqFUFSqEKJQHEGFwdI1ahAxOyhoTblthixD5LPJK9DAKZoN3BQVaA/RGcgw/R9liQti096J75G9VRIulJY5ahCiUKkOFEIXyACK0AtVojBD7QDZWMSNKuG1p+bPGAN4iZGKA/BJ9Ga2rBmt1clPKoFbIyreR0o385SxCThCLtcwiVO1ZixSKE6FCiEJ5AKlx15jM8oFccxYhhUwKTxUJd7zv4jih+8VEaLHiq1ywrjGuLEBVLEIWArSqtYkqiUKqgAR8LHGjnwAAOcpJREFU2QBqEaI8yFAhRKE8gNS4a0xuGSxd/vnB7O+zclljAB8w7XIhZLYIse64cqG0qLbtTIsQ6xpTuFV+n5VAIpGAAe+GdK9sRXEKpRZAhRCF8gAiyhqrCdeYlUXIGULIvK2+qML78nUjwiSnyMWuMbPQqpBFyFIkVMWNxbkkLV1jNfAbEBCoCazR41MoVYEKIQrlAUTkGquJgopWFiEnxghx7ysghKrJIpRTVAkhZDkRbVW+Ly5IXQeYjPznX82VpYU09W1aLXO8USiuggohCuUBxFfly71mGNdmStnEJRahygshv2pKoectQhVwjam9xe+rIlqEFiH2Mwdq1CIUH0qnLKI82FAhRKE8gCRGJXKvTYz9efxchpWLxhkWIQvhU4F9+bBCqNjVrjG96HjlQuUlfu8Ui5CWjw8CasQi9Fqn19A5pDOeb/t8tR+bQnEmVAhRKA8gbgo3rOu/DnGhcRjbamz1d0DoogGcW1CRxTLI2AGshSa3moKly11DCLC2CKk8K98BYbC0vpi8likBafXfyse1GodViavgqazC+VAotQCnT7FBoVCqh/ZB7fFN329q5uB2LUJOCJZm8WpQ7k091eRWVlBqqPzxywHrGvOpimvMzb/yHeAKKgpcYzUYH0Sh1AWoRYhCoVQcV1iElBYp4F5h5d7UU02ESX6pqwsqkv1XzCIkdI1JrIVRReAsQroam3meQqlrUCFEoVAqjpVFSCdeXhl8ovjXEingUcbM7gKqyyKUW2K2CGkq6RrT+JLJUyuLzEawdA2nzlMoDzpUCFEolIrDPpBNBsBkco5FKKAJ/9ojGJCV3/3EWoQKXGwRKtIaAQAe6gpEFagEQsjNr2odsGURoq4xCqVKUCFEoVAqjlxgETFqnRMj5C8QQhUIlAaqxyLEMAyKdWT/bsoKWHWEFqGqxAcBttPnqUWIQqkSVAhRKJSKI5zfzCB4KFdl3jNhNpWuuEKbelVDjJDWYAI7uX2lhZDG13678iBKnzd/RtQiRKFUCSqEKBRKxRG6rYw651iEhLDTbJQTLw2xCJXqTdAbXVNXqVhn5F67KSvgGhMGS1f18+EsQjrBPGPUIkShVAUqhCgUSsWRSMTVpZ0RIwQA7ZLI3x6vV2gzDxUvTFzlHmPdYkq5FDJpBaaUEH4mkioESgOCz7xUMM9Y9U64SqHUNWgdIQqFUjnkKhKroi8GGCO/rCoMXAR0GAs07FyxrsikcFPKUKwzoqBUX7H09nLCWoTcK+IWA4hoZJFW8ZYrF5Qt0DtJfFIo9RxqEaJQKJWDjVcpzeeXVfWhrFADEV0qlWLu6oBpVghVyC1mSVWFkCh9vnbMPE+hPOhQIUShUCoHa/3R5lkvqwFcXVSxWFuJjDFLgltWrRM2LUI0WJpCqQrUNUahUCoHaxHSFpC/UkXVigVWkeqzCFXiHJ/+C7i4HXjouap1grW4GQVZY9QiRKFUCSqEKBRK5WCtP6xrrIZjVfiiii4SQnoihDSVEUJR3cj/qiJMn6dzjVEoToG6xigUSuXgLEKsEKo5txggtAi51jXmXpUYoaoiTJ+nBRUpFKdAhRCFQqkcrAWoJFf8vobwNKfQF7rYNVYpi5CzEJUs0ImXUSiUSkGFEIVCqRzsbPElOeSv3Pkp6xVBJSe3M53LCirWBouQ+TMWWoRq2BJHoTzoUCFEoVAqh8I8H1gxK4Rq1iKkUhBLjdbg2srStcMiVErEEECFEIVSRagQolAolcPKIlSzD2TWIqTVG8toWTm4goqqGhRCwvR5dloT6hqjUKoEFUIUCqVysFM7lNwnf2vaIsQKIZdZhNg6QjXoGhMWVOQsQjXrkqRQHnSoEKJQKJVDybrGWCFUs5YJJRsj5GrXmKImLUJmsUktQhSK06BCiEKhVA6FuX5NrbEIVU+MUK1wjRm1vBCiFiEKpUpQIUShUCoH6xrTF5G/tSVGyOCqGCHiGtPUBteYQUvEEFDjApRCedChlaWdgNFohF7vmiJuFMcoFArIZDU4Qq/PsK4xlpq2CClcGyNUUtnZ550JZ/1hAJ15ig3qGqNQqgQVQlWAYRhkZGQgNze3prtSr/Hx8UFISAgkEklNd6V+wVqEWGrcImR2jeldI4SKalP6PCCo6E1dYxRKVaBCqAqwIigoKAhubm70QVzNMAyD4uJiZGVlAQBCQ0NruEf1jNpmEWJdYy4qqFjCTbpaC6bYAHghRC1CFEqVoEKokhiNRk4E+fv713R36i0aDQnYzcrKQlBQEHWTVSeWFiFZzVomlC6vI8RWlq7B35hUBkhkACM4R2oRolCqBA2WriRsTJCbm1sZLSmuhv0OaJxWNaO0dI3VtEWICBRXpc/XCtcYYO2CpMHSFEqVoEKoilB3WM1Dv4MawipGqKaFkOuCpQ1GEyewanSuMcDa8kZdYxRKlaBCiEKhVI7aFiytcF36fLHA3VbzFiELwUldYxRKlaBCiEKhVI5a6hpzhUWIDZSWSnjLU41hKXyoRYhCqRJUCNVD9uzZg8GDByMsLAwSiQSbNm2yasMwDObMmYPQ0FBoNBokJCTg4sWLojY5OTlISkqCl5cXfHx8MHHiRBQWForanDx5Eg8//DDUajXCw8OxYMECh327du0aJBIJjh8/zi0rKCjAI488gpYtW+LWrVuVPm+Kk1FYZo3Vjik2XCGEuKrSSnnNu2IthY9MUTP9oFDqCFQI1UOKiorQtm1bfP7553bbLFiwAEuXLsWKFStw8OBBuLu7IzExEaWlpVybpKQkpKWlITk5GVu2bMGePXswadIkbn1+fj769u2LyMhIpKam4pNPPsG7776LlStXlruvd+/exSOPPIKioiL8999/aNiwYeVOmuJ8ap1FiJ9rjGEYp+67SMtWla4FWYlCwSlXAzUtzCiUBxyaPl8P6d+/P/r37293PcMwWLx4Md5++20MHToUALBu3ToEBwdj06ZNGDVqFM6ePYutW7fi8OHD6NSpEwBg2bJlGDBgABYuXIiwsDCsX78eOp0Oq1atglKpRKtWrXD8+HEsWrRIJJjscfPmTTz66KNo0KABfv/9d3h4eDjnA6A4h9oWIyRwWWkNJqidODlqiZ6dZ6wW3DKFwdLULUahVBmnW4SMRiNmz56N6OhoaDQaNG7cGPPmzRON0KrT7bJx40bExMRArVYjNjYWf/31l7NPWXRexTpDjfx35gj46tWryMjIQEJCArfM29sbcXFxSElJAQCkpKTAx8eHE0EAkJCQAKlUioMHD3JtevToAaWSv3EnJibi/PnzuH//vsM+nD9/Ht26dUPLli3x119/URFUG5HKxFagGrcI8cLH2e4xziJUkzPPs4gsQjRQmkKpKk4f3nz88cf48ssvsXbtWrRq1QpHjhzB+PHj4e3tjZdeegkA73ZZu3YtoqOjMXv2bCQmJuLMmTNQq8nNNCkpCenp6UhOToZer8f48eMxadIkbNiwAQDvdklISMCKFStw6tQpTJgwAT4+Ppy1Yf/+/Rg9ejTmz5+PQYMGYcOGDRg2bBiOHj2K1q1bO/vUUaI3ouWcbU7fb3k4MzfRaRVvMzIyAADBwcGi5cHBwdy6jIwMBAUFidbL5XL4+fmJ2kRHR1vtg13n6+trtw9jx45Ft27dsHHjRloksTaj0AAGs7u0hi1CCpkEEgnAMM6vJcRXla4Fv0VqEaJQnIrTLUL79+/H0KFDMXDgQERFReGJJ55A3759cejQIQDWbpc2bdpg3bp1uHPnDhe0y7pdvvnmG8TFxaF79+5YtmwZfvzxR9y5cwcARG6XVq1aYdSoUXjppZewaNEiri9LlixBv379MGPGDLRo0QLz5s1Dhw4dsHz5cmefNsXJDBkyBP/99x/+97//1XRXKI7wCOFf17AQkkgkUMpck0LPBku71QbXGLUIUShOxelXddeuXbFy5UpcuHABzZo1w4kTJ7B3715OoJTldhk1alSZbpfHHnvMrtvl448/xv379+Hr64uUlBRMnz5d1L/ExESbWVIAoNVqodVquff5+fkVOneNQoYzcxMrtI2zcKbJPiSEPNwyMzNF83dlZmaiXbt2XBt2ji8Wg8GAnJwcbvuQkBBkZmaK2rDv2Tb2eOutt9CmTRs89dRTYBgGI0eOrNI5UVyEXyPg7lnyuoaFEEDihLQGk9NdY+z0Gm61zjVGq0pTKFXF6UJo5syZyM/PR0xMDGQyGYxGIz744AMkJSUBqF63S0ZGhsPjWDJ//ny89957lTltAGREWqMTMjqJ6OhohISEYMeOHZzwyc/Px8GDBzF58mQAQHx8PHJzc5GamoqOHTsCAHbu3AmTyYS4uDiuzVtvvQW9Xg+FgqT4Jicno3nz5g7dYiyzZ8+GVCpFUlISGIbBk08+6YKzpVQJP8E1WAseyiqFDCg1OH0Get4iVAuEkNAdVsPzu1EodQGnu8Z+/vlnrF+/Hhs2bMDRo0exdu1aLFy4EGvXrnX2oZzOrFmzkJeXx/2/efNmTXfJJRQWFuL48eNcrZ6rV6/i+PHjuHHjBgAi6KZNm4b3338ff/zxB06dOoWxY8ciLCwMw4YNAwC0aNEC/fr1w7PPPotDhw5h3759mDp1KkaNGoWwsDAAwFNPPQWlUomJEyciLS0NP/30E5YsWWJlpXPEW2+9hXnz5iEpKQk//PCDUz8HihOobUKITaF38gz0RbUpRkhkEap5KxyF8qDjdPPFjBkzMHPmTIwaNQoAEBsbi+vXr2P+/PkYN25ctbpd7LWx55ZRqVRQqer+jeXIkSN45JFHuPesMBk3bhzWrFkDAHj99ddRVFSESZMmITc3F927d8fWrVu5YHaAxGlNnToVffr0gVQqxfDhw7F06VJuvbe3N7Zv344pU6agY8eOCAgIwJw5c8qVOi9k5syZkEqlGDNmDBiGwVNPPVWFs6c4Fb9G/Ota8FBWuWgG+hLWNVYbLL6iYGlqEaJQqorTr+ri4mJIpWJDk0wmg8lERmjV6XaJj4/Hjh07MG3aNK4vycnJiI+Pd/ZpP1D06tWrzHR7iUSCuXPnYu7cuXbb+Pn5cVl89mjTpg3++++/cvctKirKZt9ef/11vP766+XeD6Wa8I3iX0trvsKx0kXTbBRTixCFUmdxumts8ODB+OCDD/Dnn3/i2rVr+O2337Bo0SI89thjAKrX7fLyyy9j69at+PTTT3Hu3Dm8++67OHLkCKZOners06ZQ6ifeEUQAKT0BN7+a7o3LZqCvVUJIaAWqBe5ICuVBx+kWoWXLlmH27Nl44YUXkJWVhbCwMDz33HOYM2cO16a63C5du3bFhg0b8Pbbb+PNN99E06ZNsWnTJpfUEKJQ6iUyOfDGVcBkrBVzXvFCyNmuMbK/WldQkbrGKJQq43Qh5OnpicWLF2Px4sV221Sn22XEiBEYMWKEwzYUCqUKqDxrugccKrNQcXZBRVZYqWqDEJJR1xiF4kzopKsUCqXO4CrXGLs/4XxmNYZQ/Cg0NdcPCqWOUAuuagqFQnEOShdljek4IVQLLEJCIdTwoZrrB4VSR6BCiEKh1BlcbhFS1IJbZqGgtEjTvjXXDwqljlALrmoKhUJxDioXpc9zMUKyWnDL9AnnX7v711w/KJQ6Qi2oDkahUCjOgassXZctQm1GAfpSoElC2W0pFEqZUCFEoVDqDKxQcXb6PDt3Wa2IEVKogS7P13QvKJQ6Qy0Y3lAoFIpzYF1XLnON1YasMQqF4lToVV0PMRqNmD17NqKjo6HRaNC4cWPMmzdPNLUFwzCYM2cOQkNDodFokJCQgIsXL4r2k5OTg6SkJHh5ecHHxwcTJ05EYWGhw2NHRUWJakwxDIPXXnsNXl5e2LVrlzNPk1IPYev8OHv2eW1tyhqjUChOhQqhesjHH3+ML7/8EsuXL8fZs2fx8ccfY8GCBVi2bBnXZsGCBVi6dClWrFiBgwcPwt3dHYmJiSgtLeXaJCUlIS0tDcnJydiyZQv27NlToQlVjUYjJk6ciHXr1uHff/9Fr169nHmalHqIqypL62pTjBCFQnEqNEaoHrJ//34MHToUAwcOBECsND/88AMOHToEgFhpFi9ejLfffhtDhw4FAKxbtw7BwcHYtGkTRo0ahbNnz2Lr1q04fPgwOnXqBIBMrzJgwAAsXLiQmxPOHlqtFqNHj8aRI0fw33//oXnz5i48Y0p9gQuWNjrPImQwmmAwMaL9UyiUugO9qp0JwwC6opr5X8Zs8kK6du2KHTt24MKFCwCAEydOYO/evejfvz8A4OrVq8jIyEBCAp+V4u3tjbi4OKSkpAAAUlJS4OPjw4kgAEhISIBUKsXBgwcdHr+wsBADBw7EmTNnsG/fPiqCKE6DS593omtMKKqUVAhRKHUOahFyJvpi4EPHlhCX8eYdQOlerqYzZ85Efn4+YmJiIJPJYDQa8cEHHyApKQkAkJGRAQAIDg4WbRccHMyty8jIQFBQkGi9XC6Hn58f18Ye8+bNg6enJ86ePYvAwMBy9ZlCKQ981pjzhJBQVClrQx0hCoXiVOhVXQ/5+eefsX79emzYsAFHjx7F2rVrsXDhQqxdu7Zajt+3b18UFRXhww8/rJbjUeoPSpnzY4RYUSWXSiCnQohCqXNQi5AzUbgRy0xNHbuczJgxAzNnzsSoUaMAALGxsbh+/Trmz5+PcePGISQkBACQmZmJ0NBQbrvMzEy0a9cOABASEoKsrCzRfg0GA3Jycrjt7dGnTx+8+OKLGDp0KEwmE5YsWVLuvlMojnCJRYimzlModRoqhJyJRFJu91RNUlxcDKlUfFOXyWQwmcjDIzo6GiEhIdixYwcnfPLz83Hw4EFMnjwZABAfH4/c3FykpqaiY8eOAICdO3fCZDIhLi6uzD707dsXmzdvxpAhQ8AwDJYuXerEM6TUV9gYIWdWluarStPUeQqlLkKFUD1k8ODB+OCDDxAREYFWrVrh2LFjWLRoESZMmAAAkEgkmDZtGt5//300bdoU0dHRmD17NsLCwjBs2DAAQIsWLdCvXz88++yzWLFiBfR6PaZOnYpRo0aVmTHGkpCQgC1btmDw4MEwmUxYvny5q06ZUk9wxaSr/Mzz1CJEodRFqBCqhyxbtgyzZ8/GCy+8gKysLISFheG5557DnDlzuDavv/46ioqKMGnSJOTm5qJ79+7YunUr1Go112b9+vWYOnUq+vTpA6lUiuHDh1fYstO7d2/8+eefGDRoEBiGwfLlyyGRSJx2rpT6BZ815swYIeoao1DqMhKGqUDedT0jPz8f3t7eyMvLg5eXl2hdaWkprl69iujoaJE4oFQ/9LugsJzPKEDi4j3wd1cidfajTtnn/kv38NQ3B9E82BPbXunhlH1SKBTX4uj5bQkd4lAolDqDK1xj7L5oDSEKpW5Cr2wKhVJnYLPGnBssTV1jFEpdhl7ZFAqlzsBljRlNMJkce/2z8kuRX6ovc59aOs8YhVKnoVc2hUKpMwitNo7mG0vPK0H3Bf9i9MoDZe6TrSxNZ56nUOomVAhRKJQ6gzCOx9F8YxuP3ILOYELanXyU6BxnmGmNNH2eQqnL0CubQqHUGeRSCaTm6guOptnYe+ke9zo9r8ThPtlUfCqEKJS6Cb2yKRRKnUEikfC1hOwETJfojDhyLYd7fye31OE+uRgh6hqjUOokVAhRKJQ6RVnzjV25VwhhHPWdsixCNH2eQqnT0MrSFAqlTsHXErLtGrt8t0j0/vVfTuL347cR6q3B6/2aI8hTXJSTps9TKHUbKoQoFEqdQllGUcXLWYVWy/ZdygYARPi54aU+TUXrdNQiRKHUaeiVXU+5ffs2/u///g/+/v7QaDSIjY3FkSNHuPUMw2DOnDkIDQ2FRqNBQkICLl68KNpHTk4OkpKS4OXlBR8fH0ycOBGFhdYPGSFRUVFYvHix6DivvfYavLy8sGvXLmeeIqWews83ZkcI3SW/0Sh/N6t1GfnW8UJUCFEodRt6ZddD7t+/j27dukGhUODvv//GmTNn8Omnn8LX15drs2DBAixduhQrVqzAwYMH4e7ujsTERJSW8g+KpKQkpKWlITk5GVu2bMGePXswadKkcvfDaDRi4sSJWLduHf7991/06tXLmadJqaewLix7dYRY11hCi2Bu2dyhrQAAdwu0Vu2pEKJQ6jbUNVYP+fjjjxEeHo7Vq1dzy6Kjo7nXDMNg8eLFePvttzF06FAAwLp16xAcHIxNmzZh1KhROHv2LLZu3YrDhw+jU6dOAMis9gMGDMDChQsRFhbmsA9arRajR4/GkSNH8N9//6F58+YuOFNKfYSLEbIxA31+qR4XMgsAAE93i0LTYA+0CvPG7VwSMG1LCOnNgkopo0KIQqmL0CvbiTAMg2J9cY38ZxjH0wkI+eOPP9CpUyeMGDECQUFBaN++Pb7++mtu/dWrV5GRkYGEhARumbe3N+Li4pCSkgIASElJgY+PDyeCACAhIQFSqRQHDx50ePzCwkIMHDgQZ86cwb59+6gIojgVR+nz+y9lw2hi0CjAHQ193fBk5wi0buCNQE8VADsWISO1CFEodRlqEXIiJYYSxG2Iq5FjH3zqINwU1jEPtrhy5Qq+/PJLTJ8+HW+++SYOHz6Ml156CUqlEuPGjUNGRgYAIDg4WLRdcHAwty4jIwNBQUGi9XK5HH5+flwbe8ybNw+enp44e/YsAgMDy3uKFEq5cBQsvefiXQBAj2bi312gBy+EGIaBRCLh1ukMZJChoBYhCqVOQq/seojJZEKHDh3w4Ycfon379pg0aRKeffZZrFixolqO37dvXxQVFeHDDz+sluNR6hdcjJANIXTqVh4AoEsjP9Fy1iKkM5qQX2IQrdNR1xiFUqehFiEnopFrcPApx24hVx67vISGhqJly5aiZS1atMCvv/4KAAgJCQEAZGZmIjQ0lGuTmZmJdu3acW2ysrJE+zAYDMjJyeG2t0efPn3w4osvYujQoTCZTFiyZEm5+06hlIVKwbrGrGOE7hfrAABBXuJaQWqFDJ5qOQpKDbhbWApvNwW3TmfeD3WNUSh1EyqEnIhEIim3e6om6datG86fPy9aduHCBURGRgIggdMhISHYsWMHJ3zy8/Nx8OBBTJ48GQAQHx+P3NxcpKamomPHjgCAnTt3wmQyIS6ubPdg3759sXnzZgwZMgQMw2Dp0qVOPENKfUblwDWWV6wHAPhoFFbrgjxVKCg1IKtAiyZBntxyvZG6xiiUugwVQvWQV155BV27dsWHH36IkSNH4tChQ1i5ciVWrlwJgAi6adOm4f3330fTpk0RHR2N2bNnIywsDMOGDQNALEj9+vXjXGp6vR5Tp07FqFGjyswYY0lISMCWLVswePBgmEwmLF++3FWnTKlH8FljYiGkN5pQoCVuL183pdV2AR4qXL5bZBUwrTPQ2ecplLoMFUL1kM6dO+O3337DrFmzMHfuXERHR2Px4sVISkri2rz++usoKirCpEmTkJubi+7du2Pr1q1Qq3mXwvr16zF16lT06dMHUqkUw4cPr7Blp3fv3vjzzz8xaNAgMAyD5cuXiwJVKZSKorQzxUZ+iZ577WXDIuSpJsuKtOLt2PR5ahGiUOomVAjVUwYNGoRBgwbZXS+RSDB37lzMnTvXbhs/Pz9s2LChQse9du2a1bJevXqVWZGaQikvbPq8ZbB0rlkIeanlkEmtxba7imxXrLMIlqYFFSmUOg29sikUSp3CXoxQrjlQ2seGWwwA3JSsEBJbhNj9KGTUUkmh1EWoEKJQKHUKlcK2ayyXDZR2s3aLAYCbkhjIiywsQnpaUJFCqdPQK5tCodQp7FWWZoWQt434IIC3CJVYWITYOkI0WJpCqZvQK5tCodQplHayxtgYIfuuMbNFyDJY2kCDpSmUuozTr+yoqChIJBKr/1OmTAFAAmMt1z3//POifdy4cQMDBw6Em5sbgoKCMGPGDBgMYnP1rl270KFDB6hUKjRp0gRr1qyx6svnn3+OqKgoqNVqxMXF4dChQ84+XQqFUsuwN/t8njlGyNeOa4wNli7R26ksTS1CFEqdxOlX9uHDh5Gens79T05OBgCMGDGCa/Pss8+K2ixYsIBbZzQaMXDgQOh0Ouzfvx9r167FmjVrMGfOHK7N1atXMXDgQDzyyCM4fvw4pk2bhmeeeQbbtm3j2vz000+YPn063nnnHRw9ehRt27ZFYmKiVTVkCoVSt1DZSZ/nLEJ2XGMac0VqoUXIZGJoQUUKpY7j9Cs7MDAQISEh3P8tW7agcePG6NmzJ9fGzc1N1MbLy4tbt337dpw5cwbff/892rVrh/79+2PevHn4/PPPodOREd2KFSsQHR2NTz/9FC1atMDUqVPxxBNP4LPPPuP2s2jRIjz77LMYP348WrZsiRUrVsDNzQ2rVq1y9ilTKJRaBBcjZOEau2+OEbJVQwgA3FXENSZMn9eb+H1QixCFUjdx6ZWt0+nw/fffY8KECaIieevXr0dAQABat26NWbNmobi4mFuXkpKC2NhY0czniYmJyM/PR1paGtcmISFBdKzExESkpKRwx01NTRW1kUqlSEhI4NrYQqvVIj8/X/SfQqE8WPBZY2IhlJVfCsB6njEWjY30eWEtIjrpKoVSN3FpQcVNmzYhNzcXTz/9NLfsqaeeQmRkJMLCwnDy5Em88cYbOH/+PP73v/8BADIyMkQiCAD3PiMjw2Gb/Px8lJSU4P79+zAajTbbnDt3zm5/58+fj/fee6/S50uhUGoee66xDLMQCrEjhNyVrEWI3451iwFUCFEodRWXCqFvv/0W/fv3F809NWnSJO51bGwsQkND0adPH1y+fBmNGzd2ZXfKZNasWZg+fTr3Pj8/H+Hh4TXYIwqFUlG4YGmDCQWlerz522kMaB2C9DwihEK9bQshvqAi7xpjLUJyqQRSG9WoKRTKg4/LhjjXr1/HP//8g2eeecZhO3am8kuXLgEAQkJCkJmZKWrDvg8JCXHYxsvLCxqNBgEBAZDJZDbbsPuwhUqlgpeXl+h/Xeejjz7iJlkVUlpaiilTpsDf3x8eHh4YPny41edZnuw+SyQSCTZt2sS91+v1GD16NBo0aIDTp08767Qo9RhhHaEfD93E5hN3MHn9UU7UBHmpbG7HCSGt0CJEU+cplLqOy67u1atXIygoCAMHDnTY7vjx4wCA0NBQAEB8fDxOnTolyu5KTk6Gl5cXWrZsybXZsWOHaD/JycmIj48HACiVSnTs2FHUxmQyYceOHVwbCsnw++qrr9CmTRurda+88go2b96MjRs3Yvfu3bhz5w4ef/xxbn15svvKori4GEOGDMHhw4exd+9etG7d2innRanfCKfYsKwS7e+u5ISSJVywtN4IhmG4fQA0UJpCqcu45Oo2mUxYvXo1xo0bB7mc975dvnwZ8+bNQ2pqKq5du4Y//vgDY8eORY8ePbiHcd++fdGyZUuMGTMGJ06cwLZt2/D2229jypQpUKnISO7555/HlStX8Prrr+PcuXP44osv8PPPP+OVV17hjjV9+nR8/fXXWLt2Lc6ePYvJkyejqKgI48ePd8UpP3AUFhYiKSkJX3/9NXx9fUXr8vLy8O2332LRokXo3bs3OnbsiNWrV2P//v04cOAAgPJl9zkiNzcXjz76KO7cuYO9e/ciOjraJedJqX/wWWNGzqLDEmLHLQbwwdJGE8MJIDrhKoVS93HJ1f3PP//gxo0bmDBhgmi5UqnEP//8g759+yImJgavvvoqhg8fjs2bN3NtZDIZtmzZAplMhvj4ePzf//0fxo4dK5oFPTo6Gn/++SeSk5PRtm1bfPrpp/jmm2+QmJjItXnyySexcOFCzJkzB+3atcPx48exdetWqwBqZ8IwDEzFxTXynx3BlpcpU6Zg4MCBVtl3AJCamgq9Xi9aFxMTg4iICC7rrjzZffbIyMjgyins3r3bobuSQqkowqyxewViUW4vUBoA3BS8pYidZoObZ4y6xiiUOotLgqX79u1r88EcHh6O3bt3l7l9ZGQk/vrrL4dtevXqhWPHjjlsM3XqVEydOrXM4zkLpqQE5zt0rLbjCWl+NBUSN7dytf3xxx9x9OhRHD582Ob6jIwMKJVK+Pj4iJYHBweXmbnHrnPEyy+/jEaNGiE5ORlu5ewzhVJeWNFiMDHIKigVrQvwsB0fBABymRQquRRagwnDV+xHixAvPN0tiuyTWoQolDoLvbrrGTdv3sTLL7+M9evXQ622Pzp2JYMGDcKFCxfw1Vdf1cjxKXUb1iIEALdzSwAA8Y380cBHg4FtQh1uywZMX7lbhD9PpaOglBRhVMhoxhiFUldxafp8fUOi0aD50dQaO3Z5SE1NRVZWFjp06MAtMxqN2LNnD5YvXw6tVouQkBDodDrk5uaKrELCrLuQkBCrudsss/vsMWbMGAwZMgQTJkwAwzCikgUUSlURurFu3ydCaEa/5ugQ4WtvEw43pZyrQA2Ac61RixCFUnehQsiJSCSScrunaoo+ffrg1KlTomXjx49HTEwM3njjDchkMnTs2BEKhQI7duzA8OHDAQDnz5/HjRs3uKy7+Ph4fPDBB8jKykJQUBAA6+w+R4wbNw5SqRTjx4+HyWTCa6+95uQzpdRX5DIp5FIJDCYGReZYn0AHLjEhPm4KzooEAHcLtQBojBCFUpehQqie4enpaZWm7u7uDn9/f265t7c3Jk6ciOnTp8PPzw9eXl548cUXER8fjy5dugAQZ/ctWLAAGRkZVtl9ZTFmzBhIpVKMGzcODMNgxowZzj1ZSr1Fo5ChQMunzjuKDRISHeCOtDv81Dp3C4gQonWEKJS6CxVCFJt89tlnkEqlGD58OLRaLRITE/HFF19w69nsvsmTJyM+Ph7u7u4YN26cKLuvPCQlJUEqlWLMmDEwmUx44403nH0qlHqIl0bBCSF3pYxLjS+LRgHuovecRYi6xiiUOgsVQhTs2rXLaplarcbnn3+Ozz//3O525cnus8RWNuHo0aMxevToCu2HQnGEl4Z3cfl5KMu9XaNAD9H7ewXUNUah1HXo1U2hUOocXmp+jOfnVn4hFG1hEbpHLUIUSp2HXt0UCqXO4aVRcK99KiKEAsVCKCufCCEVFUIUSp2FXt0UCqXO4S0QQr5uCgctxXipFegcxafZc3FGKhpFQKHUVagQolAodQ4vdeUsQgDw06R4TH+0mWiZBxVCFEqdhQohCoVS5xBahPzcKyaEpFKJVbo9tQhRKHUXKoQoFEqdw0vDC5eKuMZYhEIKoEKIQqnLUCFEoVDqHN6VDJa2tT0AeKjKV4eIQqE8eFAhRKFQ6hzCGCFfJwghahGiUOouVAhRKJQ6hzh9vuKuMV93S4sQFUIUSl2FCiEKhVLnEMUIVTBYGgD83cXB0lQIUSh1FyqE6iHz589H586d4enpiaCgIAwbNgznz58XtSktLcWUKVPg7+8PDw8PDB8+HJmZmaI2N27cwMCBA+Hm5oagoCDMmDEDBoMBjpBIJNi0aRP3Xq/XY/To0WjQoAFOnz7ttHOk1G9Ucj6mpzLB0hqlDGoFf3ukrjEKpe5ChVA9ZPfu3ZgyZQoOHDiA5ORk6PV69O3bF0VFRVybV155BZs3b8bGjRuxe/du3LlzB48//ji33mg0YuDAgdDpdNi/fz/Wrl2LNWvWYM6cOeXuR3FxMYYMGYLDhw9j7969aN26tVPPk1J/ifRzQ/cmARgQGwKNonKBzkKrELUIUSh1F3p110O2bt0qer9mzRoEBQUhNTUVPXr0QF5eHr799lts2LABvXv3BgCsXr0aLVq0wIEDB9ClSxds374dZ86cwT///IPg4GC0a9cO8+bNwxtvvIF3330XSqVjd0Rubi4GDhyIwsJC7N27FyEhIS47X0r9QyqV4Ptn4qq0D+HErdQiRKHUXahFyIkwDAO91lgj/23N6l5e8vLyAAB+fn4AgNTUVOj1eiQkJHBtYmJiEBERgZSUFABASkoKYmNjERwczLVJTExEfn4+0tLSHB4vIyMDPXv2BECsU1QEUWojYtcYTZ+nUOoqdJjjRAw6E1a+vLtGjj1pSU8oKnGzNplMmDZtGrp168a5pjIyMqBUKuHj4yNqGxwcjIyMDK6NUASx69l1jnj55ZfRqFEjJCcnw83NrcJ9plCqA6WMF0LCmCMKhVK3oBahes6UKVNw+vRp/Pjjj9V2zEGDBuHChQv46quvqu2YFEpFUVUytohCoTxYUIuQE5ErpZi0pGeNHbuiTJ06FVu2bMGePXvQsGFDbnlISAh0Oh1yc3NFVqHMzEzOjRUSEoJDhw6J9sdmlZXl6hozZgyGDBmCCRMmgGEYTJ8+vcJ9p1BcjdAiRKFQ6i5UCDkRiURSKfdUdcMwDF588UX89ttv2LVrF6Kjo0XrO3bsCIVCgR07dmD48OEAgPPnz+PGjRuIj48HAMTHx+ODDz5AVlYWgoKCAADJycnw8vJCy5Yty+zDuHHjIJVKMX78eJhMJrz22mtOPksKpWqoFFQIUSj1ASqE6iFTpkzBhg0b8Pvvv8PT05OL6fH29oZGo4G3tzcmTpyI6dOnw8/PD15eXnjxxRcRHx+PLl26AAD69u2Lli1bYsyYMViwYAEyMjLw9ttvY8qUKVCpVI4OzzFmzBhIpVKMGzcODMNgxowZLjtnCqWidG3sjz9Pptd0NygUiouhQqge8uWXXwIAevXqJVq+evVqPP300wCAzz77DFKpFMOHD4dWq0ViYiK++OILrq1MJsOWLVswefJkxMfHw93dHePGjcPcuXMr1JekpCRIpVKMGTMGJpMJb7zxRpXOjUJxFqM6RwAA4qL9argnFArFlUiYquRd13Hy8/Ph7e2NvLw8eHl5idaVlpbi6tWriI6OhlqtrqEeUgD6XVAoFApFjKPntyXUCU6hUCgUCqXeQoUQhUKhUCiUegsVQhQKhUKhUOotVAhRKBQKhUKpt1AhRKFQKBQKpd5ChVAVMZlMNd2Feg/9DigUCoVSWWgdoUqiVCohlUpx584dBAYGQqlUQiKR1HS36hUMw0Cn0+Hu3buQSqVQKpU13SUKhUKhPGBQIVRJpFIpoqOjkZ6ejjt37tR0d+o1bm5uiIiIgFRKDZwUCoVCqRhUCFUBpVKJiIgIGAwGGI3Gmu5OvUQmk0Eul1NrHIVCoVAqBRVCVUQikUChUEChUNR0VygUCoVCoVQQ6kugUCgUCoVSb6FCiEKhUCgUSr2FCiEKhUKhUCj1Fhoj5ACGYQCQWWwpFAqFQqE8GLDPbfY57ggqhBxQUFAAAAgPD6/hnlAoFAqFQqkoBQUF8Pb2dthGwpRHLtVTTCYT7ty5A09PT6enZ+fn5yM8PBw3b96El5eXU/ddG6jr5wfU/XOk5/fgU9fPkZ7fg4+rzpFhGBQUFCAsLKzMGnPUIuQAqVSKhg0buvQYXl5edfYHDtT98wPq/jnS83vwqevnSM/vwccV51iWJYiFBktTKBQKhUKpt1AhRKFQKBQKpd5ChVANoVKp8M4770ClUtV0V1xCXT8/oO6fIz2/B5+6fo70/B58asM50mBpCoVCoVAo9RZqEaJQKBQKhVJvoUKIQqFQKBRKvYUKIQqFQqFQKPUWKoQoFAqFQqHUW6gQchEffPABunbtCjc3N/j4+Nhsc+PGDQwcOBBubm4ICgrCjBkzYDAYHO43JycHSUlJ8PLygo+PDyZOnIjCwkIXnEHF2LVrFyQSic3/hw8ftrtdr169rNo///zz1djz8hMVFWXV148++sjhNqWlpZgyZQr8/f3h4eGB4cOHIzMzs5p6XDGuXbuGiRMnIjo6GhqNBo0bN8Y777wDnU7ncLva/B1+/vnniIqKglqtRlxcHA4dOuSw/caNGxETEwO1Wo3Y2Fj89ddf1dTTijN//nx07twZnp6eCAoKwrBhw3D+/HmH26xZs8bqu1Kr1dXU44rx7rvvWvU1JibG4TYP0vcH2L6nSCQSTJkyxWb72v797dmzB4MHD0ZYWBgkEgk2bdokWs8wDObMmYPQ0FBoNBokJCTg4sWLZe63otdxRaFCyEXodDqMGDECkydPtrneaDRi4MCB0Ol02L9/P9auXYs1a9Zgzpw5DveblJSEtLQ0JCcnY8uWLdizZw8mTZrkilOoEF27dkV6erro/zPPPIPo6Gh06tTJ4bbPPvusaLsFCxZUU68rzty5c0V9ffHFFx22f+WVV7B582Zs3LgRu3fvxp07d/D4449XU28rxrlz52AymfDVV18hLS0Nn332GVasWIE333yzzG1r43f4008/Yfr06XjnnXdw9OhRtG3bFomJicjKyrLZfv/+/Rg9ejQmTpyIY8eOYdiwYRg2bBhOnz5dzT0vH7t378aUKVNw4MABJCcnQ6/Xo2/fvigqKnK4nZeXl+i7un79ejX1uOK0atVK1Ne9e/fabfugfX8AcPjwYdH5JScnAwBGjBhhd5va/P0VFRWhbdu2+Pzzz22uX7BgAZYuXYoVK1bg4MGDcHd3R2JiIkpLS+3us6LXcaVgKC5l9erVjLe3t9Xyv/76i5FKpUxGRga37Msvv2S8vLwYrVZrc19nzpxhADCHDx/mlv3999+MRCJhbt++7fS+VwWdTscEBgYyc+fOddiuZ8+ezMsvv1w9naoikZGRzGeffVbu9rm5uYxCoWA2btzILTt79iwDgElJSXFBD53PggULmOjoaIdtaut3+NBDDzFTpkzh3huNRiYsLIyZP3++zfYjR45kBg4cKFoWFxfHPPfccy7tp7PIyspiADC7d++228be/ag28s477zBt27Ytd/sH/ftjGIZ5+eWXmcaNGzMmk8nm+gfp+wPA/Pbbb9x7k8nEhISEMJ988gm3LDc3l1GpVMwPP/xgdz8VvY4rA7UI1RApKSmIjY1FcHAwtywxMRH5+flIS0uzu42Pj4/IwpKQkACpVIqDBw+6vM8V4Y8//kB2djbGjx9fZtv169cjICAArVu3xqxZs1BcXFwNPawcH330Efz9/dG+fXt88sknDl2Zqamp0Ov1SEhI4JbFxMQgIiICKSkp1dHdKpOXlwc/P78y29W271Cn0yE1NVX02UulUiQkJNj97FNSUkTtAXJNPkjfFYAyv6/CwkJERkYiPDwcQ4cOtXu/qQ1cvHgRYWFhaNSoEZKSknDjxg27bR/070+n0+H777/HhAkTHE7y/SB9f0KuXr2KjIwM0Xfk7e2NuLg4u99RZa7jykAnXa0hMjIyRCIIAPc+IyPD7jZBQUGiZXK5HH5+fna3qSm+/fZbJCYmljlp7VNPPYXIyEiEhYXh5MmTeOONN3D+/Hn873//q6aelp+XXnoJHTp0gJ+fH/bv349Zs2YhPT0dixYtstk+IyMDSqXSKkYsODi41n1ftrh06RKWLVuGhQsXOmxXG7/De/fuwWg02rzGzp07Z3Mbe9fkg/BdmUwmTJs2Dd26dUPr1q3ttmvevDlWrVqFNm3aIC8vDwsXLkTXrl2Rlpbm8gmmK0pcXBzWrFmD5s2bIz09He+99x4efvhhnD59Gp6enlbtH+TvDwA2bdqE3NxcPP3003bbPEjfnyXs91CR76gy13FloEKoAsycORMff/yxwzZnz54tM6DvQaIy53zr1i1s27YNP//8c5n7F8Y3xcbGIjQ0FH369MHly5fRuHHjyne8nFTk/KZPn84ta9OmDZRKJZ577jnMnz+/VpfAr8x3ePv2bfTr1w8jRozAs88+63Dbmv4OKcCUKVNw+vRphzE0ABAfH4/4+HjufdeuXdGiRQt89dVXmDdvnqu7WSH69+/PvW7Tpg3i4uIQGRmJn3/+GRMnTqzBnrmGb7/9Fv3790dYWJjdNg/S9/cgQYVQBXj11VcdqnUAaNSoUbn2FRISYhX5zmYThYSE2N3GMkDMYDAgJyfH7jZVpTLnvHr1avj7+2PIkCEVPl5cXBwAYo2ojodoVb7TuLg4GAwGXLt2Dc2bN7daHxISAp1Oh9zcXJFVKDMz02Xfly0qeo537tzBI488gq5du2LlypUVPl51f4e2CAgIgEwms8rQc/TZh4SEVKh9bWHq1Klc4kRFrQIKhQLt27fHpUuXXNQ75+Hj44NmzZrZ7euD+v0BwPXr1/HPP/9U2Ir6IH1/7PeQmZmJ0NBQbnlmZibatWtnc5vKXMeVwmnRRhSblBUsnZmZyS376quvGC8vL6a0tNTmvthg6SNHjnDLtm3bVquCpU0mExMdHc28+uqrldp+7969DADmxIkTTu6Z8/n+++8ZqVTK5OTk2FzPBkv/8ssv3LJz587V6mDpW7duMU2bNmVGjRrFGAyGSu2jtnyHDz30EDN16lTuvdFoZBo0aOAwWHrQoEGiZfHx8bU22NZkMjFTpkxhwsLCmAsXLlRqHwaDgWnevDnzyiuvOLl3zqegoIDx9fVllixZYnP9g/b9CXnnnXeYkJAQRq/XV2i72vz9wU6w9MKFC7lleXl55QqWrsh1XKm+Om1PFBHXr19njh07xrz33nuMh4cHc+zYMebYsWNMQUEBwzDkB9y6dWumb9++zPHjx5mtW7cygYGBzKxZs7h9HDx4kGnevDlz69Ytblm/fv2Y9u3bMwcPHmT27t3LNG3alBk9enS1n589/vnnHwYAc/bsWat1t27dYpo3b84cPHiQYRiGuXTpEjN37lzmyJEjzNWrV5nff/+dadSoEdOjR4/q7naZ7N+/n/nss8+Y48ePM5cvX2a+//57JjAwkBk7dizXxvL8GIZhnn/+eSYiIoLZuXMnc+TIESY+Pp6Jj4+viVMok1u3bjFNmjRh+vTpw9y6dYtJT0/n/gvbPCjf4Y8//sioVCpmzZo1zJkzZ5hJkyYxPj4+XKbmmDFjmJkzZ3Lt9+3bx8jlcmbhwoXM2bNnmXfeeYdRKBTMqVOnauoUHDJ58mTG29ub2bVrl+i7Ki4u5tpYnuN7773HbNu2jbl8+TKTmprKjBo1ilGr1UxaWlpNnIJDXn31VWbXrl3M1atXmX379jEJCQlMQEAAk5WVxTDMg//9sRiNRiYiIoJ54403rNY9aN9fQUEB96wDwCxatIg5duwYc/36dYZhGOajjz5ifHx8mN9//505efIkM3ToUCY6OpopKSnh9tG7d29m2bJl3PuyrmNnQIWQixg3bhwDwOr/v//+y7W5du0a079/f0aj0TABAQHMq6++KhoR/PvvvwwA5urVq9yy7OxsZvTo0YyHhwfj5eXFjB8/nhNXtYHRo0czXbt2tbnu6tWros/gxo0bTI8ePRg/Pz9GpVIxTZo0YWbMmMHk5eVVY4/LR2pqKhMXF8d4e3szarWaadGiBfPhhx+KrHeW58cwDFNSUsK88MILjK+vL+Pm5sY89thjImFRm1i9erXN36zQcPygfYfLli1jIiIiGKVSyTz00EPMgQMHuHU9e/Zkxo0bJ2r/888/M82aNWOUSiXTqlUr5s8//6zmHpcfe9/V6tWruTaW5zht2jTu8wgODmYGDBjAHD16tPo7Xw6efPJJJjQ0lFEqlUyDBg2YJ598krl06RK3/kH//li2bdvGAGDOnz9vte5B+/7YZ5blf/YcTCYTM3v2bCY4OJhRqVRMnz59rM47MjKSeeedd0TLHF3HzkDCMAzjPEcbhUKhUCgUyoMDrSNEoVAoFAql3kKFEIVCoVAolHoLFUIUCoVCoVDqLVQIUSgUCoVCqbdQIUShUCgUCqXeQoUQhUKhUCiUegsVQhQKhUKhUOotVAhRKBQKhUKpt1AhRKFQKBTK/7dbBwIAAAAAgvytB7koYkuEAIAtEQIAtkQIANgKsn6YsxTsxLsAAAAASUVORK5CYII=", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "plt.plot(vel_1000, int_1000, label = \"1000 K\")\n", "plt.plot(vel_800, int_800 + 4e3, label = \"800 K\")\n", "plt.plot(vel_600, int_600 + 8e3, label = \"600 K\")\n", "plt.plot(vel_400, int_400 + 12e3, label = \"400 K\")\n", "plt.plot(vel_200, int_200 + 16e3, label = \"200 K\")\n", "plt.legend()\n", "plt.show()" ] }, { "cell_type": "code", "execution_count": 4, "id": "be6e7d39-3b3b-4345-b2b6-43a673b3f323", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "37.59220236152488\n" ] } ], "source": [ "# create external fit parameters\n", "Tc = nx.Var(1040, min = 1000, max= 1100, fit = True, id = \"Tc\")\n", "M_0 = nx.Var(40, min = 30, max= 50, fit = True, id =\"M_0\")\n", "exponent = nx.Var(1.2, min = 1, max= 2, fit = True,id = \"exponent\")\n", "\n", "# create a Bloch model function\n", "# M(T) = M(0)* (1-(T/Tc)^3/2)\n", "# we want to be able to fit all parameters\n", "# Only the temperature T is known from the experiment\n", "def Bloch(T):\n", " # return a magnetic field value in Tesla\n", " return M_0.value * (1 - (T/Tc.value)**(exponent.value))\n", "\n", "#check the function call\n", "print(Bloch(100))" ] }, { "cell_type": "code", "execution_count": 5, "id": "96b42e4a-9655-4579-809a-d3ba50b8c233", "metadata": {}, "outputs": [], "source": [ "# create the experiment in a for loop\n", "# we assume that the oterh hyperfine parameters do not change individually\n", "# we also want to fit the isomer shift as a common variable to all measurements\n", "isomer_shift = nx.Var(0.5, min = -1, max = 1, fit = True, id = \"isomer all\")\n", "\n", "# It is also possible to create additional Vars\n", "# either in the function to be fit individually\n", "\n", "# we can use the same beam object in each experient\n", "beam = nx.Beam()\n", "beam.Unpolarized()\n", "\n", "# because the hyperfine parameters change we have to create new samples for each temperature\n", "# also we have to pass the parameters of the experiment T and velocity and intensity data\n", "def setup_specturm(temperature, velocity_data, intensity_data):\n", " site = nx.Hyperfine(weight=1,\n", " isomer = isomer_shift,\n", " # now assign the external function to the magnetic field of each experiment\n", " # given by the Bloch function and the set temperature\n", " magnetic_field = nx.Var(0, id=\"mag_at_\"+str(temperature), equality = lambda: Bloch(temperature)),\n", " isotropic = True)\n", "\n", " mat_Fe = nx.Material.Template(nx.lib.material.Fe)\n", "\n", " mat_Fe.hyperfine_sites = [site]\n", "\n", " layer_Fe = nx.Layer(id = \"Fe\",\n", " material = mat_Fe,\n", " thickness = 3000)\n", "\n", " sample = nx.Sample(layers = [layer_Fe])\n", "\n", " exp = nx.Experiment(beam = beam,\n", " objects = [sample],\n", " isotope = nx.lib.moessbauer.Fe57)\n", "\n", " spectrum = nx.MoessbauerSpectrum(experiment = exp,\n", " velocity = velocity_data,\n", " intensity_data = intensity_data)\n", "\n", " return spectrum" ] }, { "cell_type": "code", "execution_count": 6, "id": "d5ac5014-b8ec-4bbc-80f6-79d485587479", "metadata": {}, "outputs": [], "source": [ "# create list to loop over\n", "temps = [200, 400, 600, 800, 1000]\n", "vels = [vel_200, vel_400, vel_600, vel_800, vel_1000]\n", "dats = [int_200, int_400, int_600, int_800, int_1000]\n", "measurements = []\n", "\n", "# create all spectra\n", "for t, v, d in zip(temps, vels, dats):\n", " measurements.append(setup_specturm(t,v,d))" ] }, { "cell_type": "code", "execution_count": 7, "id": "1128abc3-2419-4ec9-9c35-8cd6f9f4ae11", "metadata": {}, "outputs": [], "source": [ "fit = nx.Fit(measurements = measurements,\n", " id = \"Bloch fit\",\n", " external_fit_variables = [Tc, M_0, exponent])" ] }, { "cell_type": "code", "execution_count": 8, "id": "bd286592-87d7-4315-bcf4-8828d77164a7", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "\n", "Run Fit instance with id: Bloch fit \n", "\n", "Starting fit with 5 measurement data set(s) and 14 fit parameter(s):\n", "\n", " no. | id | initial value | min | max\n", " 0 | ES scaling | 87188 | 0 | 8.7188e+06\n", " 1 | ES backgr | 8601.76 | 0 | 860176\n", " 2 | isomer all | 0.5 | -1 | 1\n", " 3 | ES scaling | 87193 | 0 | 8.7193e+06\n", " 4 | ES backgr | 8603.46 | 0 | 860346\n", " 5 | ES scaling | 87191 | 0 | 8.7191e+06\n", " 6 | ES backgr | 8603.12 | 0 | 860312\n", " 7 | ES scaling | 87188 | 0 | 8.7188e+06\n", " 8 | ES backgr | 8600.74 | 0 | 860074\n", " 9 | ES scaling | 87195 | 0 | 8.7195e+06\n", " 10 | ES backgr | 8604.11 | 0 | 860411\n", " 11 | Tc | 1040 | 1000 | 1100\n", " 12 | M_0 | 40 | 30 | 50\n", " 13 | exponent | 1.2 | 1 | 2\n", "\n", "Using 5 equality constraint(s) on parameter(s):\n", "\n", " no. | id | value\n", " 0 | mag_at_200 | 34.4683\n", " 1 | mag_at_400 | 27.2916\n", " 2 | mag_at_600 | 19.3271\n", " 3 | mag_at_800 | 10.8037\n", " 4 | mag_at_1000 | 1.83898\n", "\n", "Using 0 inequality constraint(s).\n", "\n", "\n", "Calling ceres solver with fit method LevMar\n", "\n", "Ceres Solver Report: Iterations: 23, Initial cost: 4.705323e+04, Final cost: 3.320816e+02, Termination: CONVERGENCE\n", "\n", "Gradient error analysis.\n", "\n", "\n", "Fit performed with algorithm:\n", "LevMar\n", "Error analysis:\n", "Gradient\n", "\n", "Using 14 fit parameter(s):\n", "\n", " no. | id | fit value | +/- std dev | initial value | min | max\n", " 0 | ES scaling | 100264 | 745.629 | 87188 | 0 | 8.7188e+06\n", " 1 | ES backgr | 270.396 | 637.54 | 8601.76 | 0 | 860176\n", " 2 | isomer all | -5.7666e-05 | 0.000458523 | 0.5 | -1 | 1\n", " 3 | ES scaling | 100756 | 745.619 | 87193 | 0 | 8.7193e+06\n", " 4 | ES backgr | 0 | 637.542 | 8603.46 | 0 | 860346\n", " 5 | ES scaling | 99723.4 | 743.001 | 87191 | 0 | 8.7191e+06\n", " 6 | ES backgr | 746.095 | 635.292 | 8603.12 | 0 | 860312\n", " 7 | ES scaling | 100510 | 731.155 | 87188 | 0 | 8.7188e+06\n", " 8 | ES backgr | 49.4251 | 625.16 | 8600.74 | 0 | 860074\n", " 9 | ES scaling | 100510 | 502.502 | 87195 | 0 | 8.7195e+06\n", " 10 | ES backgr | 66.952 | 429.619 | 8604.11 | 0 | 860411\n", " 11 | Tc | 1043.14 | 0.153928 | 1040 | 1000 | 1100\n", " 12 | M_0 | 39.1343 | 0.0137397 | 40 | 30 | 50\n", " 13 | exponent | 1.49903 | 0.00139095 | 1.2 | 1 | 2\n", "\n", "Correlation matrix:\n", "\n", " no. | 0 1 2 3 4 5 6 7 8 9 10 11 12 13 \n", " -----|------------------------------------------------------------------------------------------------------------------------------\n", " 0 | 1.000 -1.000 0.000 0.000 -0.000 -0.000 0.000 -0.000 0.000 0.000 -0.000 0.001 0.007 -0.005 \n", " 1 | -1.000 1.000 -0.000 -0.000 0.000 0.000 -0.000 0.000 -0.000 -0.000 0.000 -0.001 -0.007 0.005 \n", " 2 | 0.000 -0.000 1.000 0.000 -0.000 -0.000 0.000 0.000 -0.000 0.000 -0.000 0.000 0.000 -0.000 \n", " 3 | 0.000 -0.000 0.000 1.000 -1.000 0.000 -0.000 0.000 -0.000 -0.000 0.000 -0.001 0.000 0.001 \n", " 4 | -0.000 0.000 -0.000 -1.000 1.000 -0.000 0.000 -0.000 0.000 0.000 -0.000 0.001 -0.000 -0.001 \n", " 5 | -0.000 0.000 -0.000 0.000 -0.000 1.000 -1.000 0.000 -0.000 -0.000 0.000 -0.003 -0.005 0.007 \n", " 6 | 0.000 -0.000 0.000 -0.000 0.000 -1.000 1.000 -0.000 0.000 0.000 -0.000 0.003 0.005 -0.007 \n", " 7 | -0.000 0.000 0.000 0.000 -0.000 0.000 -0.000 1.000 -1.000 0.001 -0.001 0.003 -0.004 0.004 \n", " 8 | 0.000 -0.000 -0.000 -0.000 0.000 -0.000 0.000 -1.000 1.000 -0.001 0.001 -0.003 0.004 -0.004 \n", " 9 | 0.000 -0.000 0.000 -0.000 0.000 -0.000 0.000 0.001 -0.001 1.000 -1.000 0.198 0.063 -0.105 \n", " 10 | -0.000 0.000 -0.000 0.000 -0.000 0.000 -0.000 -0.001 0.001 -1.000 1.000 -0.198 -0.063 0.105 \n", " 11 | 0.001 -0.001 0.000 -0.001 0.001 -0.003 0.003 0.003 -0.003 0.198 -0.198 1.000 0.416 -0.636 \n", " 12 | 0.007 -0.007 0.000 0.000 -0.000 -0.005 0.005 -0.004 0.004 0.063 -0.063 0.416 1.000 -0.902 \n", " 13 | -0.005 0.005 -0.000 0.001 -0.001 0.007 -0.007 0.004 -0.004 -0.105 0.105 -0.636 -0.902 1.000 \n", "\n", "Using 5 equality constraint(s) on parameter(s):\n", "\n", " no. | id | value\n", " 0 | mag_at_200 | 35.844\n", " 1 | mag_at_400 | 29.833\n", " 2 | mag_at_600 | 22.054\n", " 3 | mag_at_800 | 12.844\n", " 4 | mag_at_1000 | 2.401\n", "\n", "and 0 inequality constraint(s).\n", "\n", "Total cost = 3.253e+02\n", "\n", "cost for each FitMeasurement is:\n", "\n", " no. | id | cost | %\n", " 0 | | 6.117e+01 | 18.806\n", " 1 | | 7.623e+01 | 23.435\n", " 2 | | 6.012e+01 | 18.483\n", " 3 | | 6.580e+01 | 20.229\n", " 4 | | 6.196e+01 | 19.048\n", "\n", "Fit instance with id \"Bloch fit\" finished.\n", "\n" ] } ], "source": [ "fit()" ] }, { "cell_type": "code", "execution_count": 9, "id": "57539b51-c506-4624-9322-688f39ad4127", "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "offset = 0\n", "for t, v, d, m in zip(temps, vels, dats, measurements):\n", " int = m.Calculate()\n", " offset += max(int) * 0.05\n", " plt.plot(v, d + offset, label = str(t)+\" K\", marker='o', markersize = 2, linewidth=0)\n", " plt.plot(v, int + offset, color='grey')\n", "\n", "plt.legend()\n", "plt.show()" ] } ], "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": "3.12.0" } }, "nbformat": 4, "nbformat_minor": 5 }