{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# Tutorial 02 - Segmented Mirrors\n", "\n", "This tutorial will use segmented mirrors and compare this functionality against Poppy, another optical propagation package.\n", "\n", "First we'll import all packages." ] }, { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [], "source": [ "import os\n", "import numpy as np\n", "import matplotlib.pyplot as plt\n", "import astropy.units as u\n", "import hcipy\n", "import poppy\n", "\n", "%matplotlib inline" ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [], "source": [ "# Parameters - these will depend on the aperture function you use\n", "PUP_DIAMETER = 0.019725 # m\n", "GAPSIZE = 90e-6 # m\n", "FLATTOFLAT = PUP_DIAMETER/7. # m\n", "\n", "# these will not\n", "num_pix = 1024\n", "wavelength = 638e-9\n", "num_airy = 20\n", "sampling = 4\n", "norm = False" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Instantiate the segmented mirrors\n", "\n", "### HCIPy SM: `hsm`\n", "\n", "We need to generate a pupil grid for the aperture, and a focal grid and propagator for the focal plane images after the DM." ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [], "source": [ "# HCIPy grids and propagator\n", "pupil_grid = hcipy.make_pupil_grid(dims=num_pix, diameter=PUP_DIAMETER)\n", "#focal_grid = hcipy.make_focal_grid(pupil_grid, sampling, num_airy, wavelength=wavelength)\n", "focal_grid = hcipy.make_uniform_grid([2*num_airy*sampling]*2, 2*num_airy * wavelength / PUP_DIAMETER)\n", "prop = hcipy.FraunhoferPropagator(pupil_grid, focal_grid)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We generate a segmented aperture for the segmented mirror. For convenience, we'll use the HiCAT pupil without spiders. We'll use supersampling to better resolve the segment gaps." ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 4, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": "iVBORw0KGgoAAAANSUhEUgAAARYAAAEFCAYAAAAmD8h6AAAABHNCSVQICAgIfAhkiAAAAAlwSFlzAAALEgAACxIB0t1+/AAAADl0RVh0U29mdHdhcmUAbWF0cGxvdGxpYiB2ZXJzaW9uIDIuMi4yLCBodHRwOi8vbWF0cGxvdGxpYi5vcmcvhp/UCwAAIABJREFUeJztnX+0nVV55z8Pv0lJRkAMXEeS9mZRQHGuLZCL9d5mBtvr1JYhjlPiaomkQ0MMjpi4ZoCxU1tnsLQMBIeSCawKGMuYrLYiKi4zikAumBvE5bVi5MdNIWG8ggpSYkMF4Zk/3n3M4XB/n/3svc97ns9aZ+Xm/bF/vO9+v/v384iq4jiOE5ODcifAcZz64cLiOE50XFgcx4mOC4vjONFxYXEcJzouLI7jRMeFpUsQkZ+0/P8CEfnLpv//exF5UER2i8gjInJlOP4NEXlZRIab7vuxiDwUfpekzcnEiMi5InJq7nQ4FS4sDiLyb4HLgberai9wJnAogKr+KrBfVQeabrlVVU8GzgDWiMhpqdM8AecCLiyF4MLiQCUql6jqkwCq+qyqfmi6m1R1H7ADOElE/kFEFgGIyMEi8piIHNt6j4j8fWgRPSoiHwrHFovI/xORz4RW0JdEZEE4d7KI3Cki3xGR7SLyi+H44yJyrYh8W0Q+AiwHPh7u/1cicreInN4U/oPh7wtE5CshzEdEZIGInCMiXxeR74rI/xGRwyM8067GhaV7mNfUfXkI+LOmc6cAD8w2QBH5JeDXgfuBTwIXhFPvBHao6tMT3PZ2VT0JeAtwqYjMC8cPAdaHltBjwGoREeAG4D+q6huBa4ErmsL6mqqepqp/CtxGJY4nq+q3pkn6kcC7QzoWAB8ABlX1FOBHwHtn/hSciTgkdwKcZOwPHy1Q1dzA6eG/R84yrN8TkSFgH3Cxqj4hIjcBd4vIfwcuBK6Z5N4VIvK7wDHAvwCOC8d/pKqPh78/D/w+8Hqq7taXKo3hIOB7TWF9dZbpbvBNVf1x+HsZ0Ad8M8RxOPDcHMN1Ai4sDsB3qUTmvhlef6uqvr/5QBCXR4DzgV5Vvbv1JhE5HzgPWBGufxCQCcI/DHieSkj2hJbEbNFJwm7lIOBvVPV9c4jDmQTvCjlQdTGuE5F/CSAiR4nIX8whnL8CNgI3T3L+WGBnEJVFwGubzh0WxmYOBlYCXwaeCOlZHv49UkR+fZKwfwycGK4T4PvAG8O5gUnuARgGzhGR3nDv8SLSN3U2nelwYXFQ1VuBG4E7RORR4NuEWSER+QbV+MzwDIL6AvAy1XjLRPw18NbQsvk48GLTuddRDQQ/TCUoW7Xaev9u4BIReRjYBfzKJGHfAqwN6X8zcDXwX0OraNlkCVbVx4D3A58J936VSgCdNhA3m+DEQkR+G/h9VV0xy/sWA19Q1TdZpMtJj7dYnJhcTNXycbocb7E4jhMdb7E4jhMdFxbHcaJTm3Ush8nhegS/kDsZTuCkN++PFtYjfz9v+oucJPwz/8QL+tNp1wfVRliO4BdYKmfnToYD9IzM5+YTZzI7PTNW7R1gvH9ftPCcubNT75zRdd4VcqITU1QswnPscWFxorJtfLSjwnVscGFxHCc6LixONKxbFd5q6RxcWBzHiY4LixOFVK0Jb7V0Bi4sTts8f+6ZSePbv3xp0vic2ePC4rTN9o1p9x0OX39D0vic2ePC4rRFrq6Jd4nKxoXFcZzouLA4cyZ3qyF3/M7kuLA4cyL1gO1klJIO55W4sDhzIvWA7WSUkg7nldRmd7MzPbF2HfduXcPKPQvYvGh7hFS1x8o9g4xtOJXd521qOyzfRR0Pb7F0EbF2Ce8+bxNPnVWGT6+nznouiqiA76KOiQtLlxB7oHPhjgX0bl0TNczZ0rt1DQt3LIgapg8Ix8GFxZkTmxdtZ8m6kaxpWLJupIjumPNqXFi6AEsbKUM9eZwGDvX0ue2XgnFhcRwnOi4sNSeFjZTUrRbL1koDb7W0hwtLjUn1cSzcsYBVe6fyux6PVXsHog/YToaLy9xxYXHaZvOi7cnWf4z37/MB2w7AhaWmpK5te0bmm3eJhnr66BmZbxpHK95qmRttCYuIHCwinxKRYRG5Q0SObjm/XkS+Fn5vCceWichI+F0Qjn1YRO4Ov1ER+Ug4vq/p+GXtpNWxJdXiMl/E1hm022J5B7BXVQeALcCFjRNBZH4b+DVgBfDRcOpPwn1vA9aIyKGqeoWqLlPVZcD9wBfCtQ83jqvqla2Ri8hqEXlARB54kZ+2mZX6kNNGilWrJcWA7WR4q2X2tCsspwDfCH9/HTi16Vwv8KBW7AVeG44fpqrPqurPgMeBnsYNIvImYJ6qNsJ8Q2gN3S4iJ7RGrqo3qurpqnr6oRzeZlbqgX8ENvhznR0xxlhemuW5qa7/GPCRxn9UdWFoDX0SuHxuyXNSYtFqydlaceZGu8KyCzgj/H1G+H+DMeDNACJyIvCjcPxnIvIaETkEWAyMh2t+E9ijqrvD/+eLyGHhnv3Ai22mtfaU9PENXHxRUeHEoKTnWzrtmk3YBrxHRO4B/gn4PRG5FrhFVUdF5Isici8gwAfCPR8FvhiO3aCqL4rIQVQtleVNYS8G/kpEnqcSlj9oM61OIqpWCwzd1n7LZR47/YPuQERVc6chCgvkGF0qZ+dOxqyJ+dEMrl1dhOGj2F2XUrpCAxdfFNVDQK59Vu2wU+/kOX1GprvO17FkJPYK0iM/e3/U8JxXMu+2nVHDS7WCOAcuLBmJvYI0527jBhati7rmq84riF1YMlFC094CKy+FdfV+WNdy4MJSM3LbSLHyUjh8/Q21tP1SV1xYMmBdSHO4xBjq6WNsQ79pHGPX9GcRF+vnWUfRcmFJjPXHB5VLjBwfYCyj1pOGv8I2/IkY6ulLMtM2do19uUiJC0tirD++BtvGR5MtLkvZVUjZ1Ru4+KJk+cohmpa4sCQk9Zb/2NOj3Ubq55e6fFjiwpKQ1Fv+U9TuOQY265qvOpmEcGFJRK4BOsuBx6Gevmy+k58/90xTccmVr7oM5Lqw1BzrgdxcWwgs4001YFtnXFgSkLsWGtvQz8o9g1HDLGFth0WXqPIFnXeGJvdzjYELizElTCOW5Gu5dGL6gm6HEspNO7RrNsGZhlKmERfuWBBtEduSdSPF1KqNVkusfJWyMXD3ik0Mre+83c8NXFgmINZHk3vjXDOP/cUpzGNnlNp4aF05+WoQK1+P//nJsLGczYGdWha9K2RICbtyG8y7LZ7BpJLyFXOsZ9v4aDGmJ0oYw2oHF5YWOvllTkbKFaSdTsoVyylJ/f5dWJqw2JpfQu1usYK0hHxZ1eq5Vyxb5Sul6QkXliastvwD9G5ZYxb2VFg2qRsDwjkY6ukzG2jNKZq9W+3KiWX5bsWFJWA5vbdtfJQl60fMws9FbgtoueO3wHrGLdUanVJcrC4TkSea3Km+Y7qwY2M9LbxtfNS0NpqIFAOAOWr3uuard+sa83ylWqNThIvVcHxrkzvVL00VdmxSDWwtWZeu1eIDtu2TeiA3VflIUS5KcbGqwDmhZXNdcGY2VdhA5/lu3jY+yuDa1UniSjkAmbJ2Tz0Nm+o5Dq5dXauKoAgXq6p6j6qeRNW6eRk4ZwZhR/HdnPplplgnkWMNxP7lS81r98G1q5Mb1U4lmqnXz1iXjyJcrIrIsQBaeU97nsqd6lRhRyGH5fcSpmktGL7+BvPa/cjP3p90ZiMVuRbDWZb/doVlG7AouFh9D5VL1GtFpE9VnwUaLlY/TTW2AgdcrA4TXKwC7xSRnSGcY4A7Jgq7zbS+ilyF1NpGSq4mtaVo1jVfkM/2i2X5b2uvkKq+BJzfcviDTeevBq5uuecu4K0txzYDmyeIojXsaFTTbnkKasNGit0iqPr01UvB6rkO9fSxfTyf7ZexDf0mg8Zdu44l99Z4i4FcS78+M8Widi9h34yFX6MSZu6svoOuFJbcL7NBzAG7lXsGO96GR+nENpiVe+tAA4vvQarx0s5ngRyjS+XsGV1birBA3O3sni97uj1fO/VOntNnZLrr3B5LRmI28Xu3rGHV3vlFWHpvGF6K0czu3bqGoZ4yPsJVewcY2/DGaN2HErp4VnRlV6iO0727V2xivH9f7mT8nFgfX+6xsGbG+/cVlZ5YWHwPXSksUNU+ObGorXpG5tcyXyWs/Vm1dyC6Q7FS8mVB1wpLztq9d+saE693N584XFSrpU6M9+8z6Wb2jMxPvjm1Gavy0rXCAkR3iTFTlqwbMRsL6RmZn9VGitWYQc7afainz8z96c0nDifdnNqMZeu2q4Ulh0sM6wG7XIO3qWrdXLW75XPNJZqWrduuFhao50BujoKawiXItvHR5LV7XWdurMtH1wtLSupaSFOuIE1peiIlJQzkxsSFBW+1tEvqFaSpTAzUtSJIUS5cWALWA7k5CmmKgdwc+UohmpYDtpORIl+pliO4sAQsB3KHevqy2H4pYRVuJ5Pj+e1fvtRUXFItR3BhaaIurheacRspsydnvkxd0CScUXNhacJixqGu/fQUFuWnI4fngxRYiWbKGTUXlhZ8IHdm5FrU1UrsdNS1InCn8DWitEIay9h1CQaKGsR00VGSz+ZOn37uSnssKSnlAwS3JTIT6pqvWLg9ljaIaSOlFPuzsVtPpbTG6povIJpNG/CuUHZiOhrfvWJTEbVOZaDIzVbOhLEN/dlNT0AlBDFtv8Qs1zOhFN/Ny0XkvuDVcGPT/fua/Dlf1k5aZ0psR+MlLEG3MFBUwhiAReti93n5DWZZeEWMXa6noxTfzdtV9ddU9XQqX0KLwrUPN/lzvrLNtE6LVRM4tZe7ZqxsvzTIVbtbxpvbRopVeUnZxSvCd7OqPg0gIkcCC4Dvh2vfEFpDt4vICa2Rd4rv5py1u6Xtl23jo9lq9/H+fWYfSk4bKSWN8bRDEb6bAUTkCOBm4DJVfQFAVReG1tAngctb74nhu7mB9cvMsaQ/RSHNIZp1zRfYe0VMJVql+G4+gcoN61Wqel+4Z76IHBbu2U/lz7ljsXB45dSLoZ4+tm/M5xUxJqX4br4COBm4OgzULqcSnWERuRv4AHBVm2mdPBOJVHzsmnQzDimb1Clr97rmK6XDuRTPr+sXyKXuz6b4MFbuGeRg0aS7cxtmBizjXLlnkKfOei7pO2uY07CeVckxtjIX0ZzpAjlfx5KYFDZSnjrrueRb/lMM5KYWFagExdo2cg7bL9Z0tbDkGH23/uBzFtKekflmBrNW7hnMmi/ryiCH7RfL8t/VwpIL6757LgNPN584bFa752iFNbCMty7Ty610rbDU8WWWUEgX7lgQfXGZ9SK/mVDCSmMLrMpLVwpL7o+vkYY6FtTNi7ZHX1xmucgvJyVUBGDzPfju5oyMbehnqCdeeCUUUogvmnXNVzW9XEbeYuPCkpEl60aibY2vY+unVGIIXe+WNSxZP1LtoqshXdkVyr3buJlYu45L6lrFTkdJ+YrVetq9Iu5u83aw+B66Ulhy7jZuUEr/OjZW5h1LMhsZi1IqA4vvoSuFBcqpBWNSQkG18oqY2ttiK3WtCKzKS9cKS04sC+nz556ZrXZP4Z0wBwMXX2S267iEysCCrhaWHC/U2ivi9o03Zq/d68a823aa7jq29n44GZZxdrWw5MLaK2IuGyl1iqc5PusuUC4vmZZ0vbCkLKh17ac77ZO6MrCOq+uFBXwgt13q3DqqY0WQ4vm5sCQiVyG1NixVR2PaKcKfiDoN5LqwBCxfaK6PL4WNlJzGtK3Dz9VasSwvqYTLhSUBOQupZS2Yu3a1zFfO95Xbr1EMXFiasCiovVvXJPdC53Q2FqYnIG1F4MLSQuyHv2TdSHIvdK1YtFpyt1YaWOQr94CthemJjvLdHNHF6utF5CshnOtnEnYnUEIhtaAE38bNlJaeGHT6QG5bVvpF5J3AW1X1wyJyPnC8ql4Vzh0N/B1wNvAG4HpV/Z3gzuNc4CfAvcAA8DHg/6rql0XkE8Am4HWThT0Rc7XSb01JwtLJBTUV/r6mZqZW+tu1x9LqYvXSpnM/d7EK7BWRV7hYBRCRx4GeEM6fNYVzKnDcFGET7l8NrAY4gnltZuUAsQpXSQUjZutp1d6BogYYY7odKa2V2allsRgXq7O8FojrYtWCTm/OTkZpZiJLS08MShO42VKEi9VJwpkqbDNiv8yxDf1mLjFmikUhLaXQW+Qrd2Wwcs8gYxviekVM/b5KcbH6ceDSEM5PVfXrE4XdZlqnz4zBw9993iZzh1dOvXjqrOeiWRZsJqW4dL2L1WasHnwO16ANrJvUOWt363zlel+WrmrbfV/uYnWWWBaiXOtYUnhFzLX4zzpfKbwfToblmFEqsXRhSUSuvrv1wGYu0bTOV44B4U4fsG3GhYVyBiJjkrKQpn5+KfOVeyDXghTPr+uFJeVHUdeC6rRP6taKdVxdLyw5sDZ2naNJXefWkXVlUEfXJl0tLDm6QNvGR02NXVtalO9W9i9favrxz7ttZ7ayaEVXC0suLGtBa4vyU2H9ceQaCxu+/gazyqBOA7bNdK2w1PFlllBIrVpLli5TZkJdx8esyktXCkvuQgr1LahWraU6usgooSIAm8qgK4WlpEIay1JYKYUUbPbvlEDMyqB3S3wLcXPFojJo12yC0wZjG/pZsm6EoXX1a7nUmRjisoQRxq7pB8oQzdi4sGRkybqRqLVxKa2W2Omob76AFdGCK4qu7AqVMLZRyscSG4st/2Mb+t38pCEWaehKYYEyxCU2JRRUiy3/u8/blN1iXV0rAqvy0rXCkhPrQprLsNTKPYNmu457RuZnzZcVJVQGFnS1sOR4odZN+m3jo9kMSz111nNmu4JvPnE4a76sWys5unqW5b+rhSUHKbwiLtyxIHlBHerpM7fNsnDHguSVwaq9A+b5qov3w2a6XlhSFtTeLWm8Im5etD1LQbW2zZLD9st4/74k8S7csSDp2hbrct/1wgLpxGXJ+nReEVP23VPbfqljvjYv2s6S9XG9H05GiufnwpKIwbWrazmr4MRj2/gog2tX505GFFxYAtYqfuRn7zcNfyJS1O65bL/UMV9gX05StfbmLCwiMl9Ebg++lbeIyGETXHN1OH+XiCwKx1Y0+W4eCsfWisi9IjIqIn8Uji0WkR+KyN3hd8Fc05qbnGsgLP0apTDWPRmWxq4tFvnNlLpMP7fTYlkJfEFVB4DvAP+u+aSInErlb3kA+GPgv4iIAB8EBoG3h+MAW1X1baraB7xbRA4Ox+9R1WXhd0sbaZ0RVi80p+Ela79GubwQWsZr5ddnpliVl5SC1Y6wtPptPrXl/KkTnD8W+IGqvqCqPwFURA5W1acBROQ44BlVfQlQ4IzQkrlVRI5qTYCIrBaRB0TkgRf5aRtZOUDsadqhnr5shpcaLNyxINou6gYlrES1qN17t67J1gprsH3jjdHzlXpx4bTCIiLHN3VHGr/PhNNT+lae5HzzMaESEETkGOAm4H0AqrpHVRep6tuoBOpVo1oWvptjTtP2blmT/eODMOOwLs2MQ6ezZN1IEb6gt42PRq0MUi8unHZ3s6o+CSxrPS4ia6l8Kn+LiX0r7wLODX83zj8NHC8ihwKHU3lifFlEfhm4CrhEVf8hhH808I+q+jKwHzh01rmbI7FqiyWMFLN7NXbtXoJgQn3zBXS0SY12zCZ8CvhrETkfeBL4cwAR2QJ8UFV3icgPgu/ll4FVqqoi8r+Ae6haS38SwvrfwNHATdUwDJcDRwH/Q0T2UzmUf28baZ0VsQpXSYNwQz197F++NIqRq8qwdDkfYMx8DfWUJS6dWhbdd/MEuC2R9OGVko465ysG7rt5jpRQqGJj8bHkmo5tJXY66jLd20rqcu3C0oTFx1LXgrr7vE3Z8zXU05d1WtgKq1ZTysrAhaUJy0Kaa6m2ZdM+p2jWNV+WjtFSirALS8By1/G28dEsS/rraM4xJTmen7VXxFRrdFxYAta7jnPUgilsv+TIV4oB1hw2UlLkK9UaHRcWfMC2XVI7gEu1RaKu42MpyoULS0LqWlCHr78hqY2U3FskLChlmjsWXS8sdXqZDXIU0rEN/UlMGaSe5q5rZWBdPrpaWHJsNrMuqLks2aeaccg1vWz5XHO1VizLf1cLS67NZpYOuFJYlJ8MS9HM2VWw9Hywau9AtsWGluW/a4Ul59Z4Kwdcln59uh0rv0bj/fuyLvKzKi9dKyy5t8Zb1O6Wfn1mikW+ShjYtPBrVEq+LOhKYcn9Mi1I5VpkpsSyJRLbQFU7WBjMKgGL76ErdzeXJCx1tSXi+ZqeTszXTHc3t2OPxWmTmE3hlXsG6d2yht0r8m/Kq6spg96taxgc+U607kMp+bKgK7tCpaxLiLmCNKXDq24lttnK1CuWJ8Pie+hKYYH8fXeLFaQlOLyyqIVLWKQ2cPFF0fOVcsXyZFh9B10rLDmNS1sU0gY5dlF3A/Nu22kS7rbxUVNTCdNh9R10rbCAre2LqbAqpOA2UiywHguxLA9TYVn+u1pYcrzQug7YDa5dbT5m8Py5Z2at3a3IJZqW5b+rhQXSD+Sm2PKfo6Ae+dn7o1jKn4rtG29MXhmkqghSe8u0Lh+l+G6+QEQebXKI1jeT8DuNlFv+U844pGyFpRbNVM/RwvthTkrx3Qzw8SY/zaPThR/iiOJiNdULTbnZrIQZh05nqKfPvBXWTKrykaJcFOG7mcqh2UUiskNEGmIzXfhRXaz2brGdfs5hUT5F7Z5jzKiu+Urh+SDVMosifDer6mZVPQ14G/AWEfmVGYYfDcvFZUM9fYxdU4Yfnpjksv3SoI7Gwq0NZqVaZjGtsKjqk01dlMbvXVS+mM8Il03mu7n1/M99N4vIURzw3XxsiOsl4J+BF2cQfnRMXS9kWmpvWbvntv1iZew658ydZas25YxaO12hTwG/E3wzvwm4HSrfzSJyvKruAhq+mz8KXKXVjseG7+avhOMAfxi6QcPAI6r67cnCt8RixqGE6WWLAcgS8mUlmrmX2lvlK+WM2pw3IarqPiYYUFXVFU1/r5/g/KeBT7ccuxK4cibhW1PCBxObxkBu3fJlwVBPH8Pj6QZsU5F6IL/r17FYUtLHvH/50miFq6R8xazdh3r6kq8nmYwS9ke1g5tNmIBOfqGTseTSXYzfFmdWYAnl7aKOla/Flz4UITXx6NSy6MJiTCk2Ug54RYzQ0jivnFbLgXTEyxfj7QfVLr1b1hQp4DPFu0LGlGAjpXfrGjeyPUN6RuZnN6kBZZSbdnBhSUDu5mxsA0VQxhiARavp5hOHs5rUgPzlJQYuLDXH0vZLI/wcWMab20ZKHXBhSUSuWsja9ksuWyLzbttZSxspdWitgAtLUlIvgU8xwJqjS1TXfNVpi4ILS0Ks3HRORu4VpJ1O6udntUUhBy4siUk145Byy3/K2j3lNHdK0xPWu+tT48KSmBQzDoNrV2dZY2Itmjk+vlSeDzp9erkVF5YMWNeCOSz1bxsfNRfNJetHsgim9fOsy4BtMy4sNSPniljLaVrrafOpKGHNTqfhwpKJuhZUq2naXNO/1tS1HLiwZCT29HMJ+3csave65qtO08utuLBkJPb0cylb/utK7OnnOk0vtyKVUbfOZ4Eco0vl7NzJyEruWr2ZmLV7XfPViezUO3lOn5HprnOzCU50GgaTYvhQGly7mqGessTFmR7vCtWIkmrTWI7ZUjl4mwklPd/ScWFxomIx0OrTvZ1HKS5Wr2vyWfSQiLxXRBaLyA+bjl8w51x2Ef4B2uDPdXYU4WJVVf9Tw2cR8DCVaxCAe5p8Gd3SRlq7ilwfgeW0cM5Wi4vK7CnFxSoAIvJbwC5V/R6gwBkicq+I3BocnL2CWL6bnfZJtSajzms/6kQRLlZDPAcDlxL8C6nqHlVdpKpvoxKoV+0Ei+m7uW6krmUPGOu2w9L74WR4a2VuFOFiNVxzIfA5Vf1HABE5WkQa6dtP5XbVKZBVeweSGeteuGNBdp/RzvQU4WI1iMwfAH/ZFP7pwA4RuQs4G/hEG2ntSlLVtuP9+6Ib656MzYu2JzOY5a2VueMrb7sAyy5Krn081vG6qEzMTFfe+joWx3Gi48LSBVjVvrltv1jmy2kPFxZnTqzaO8DYhv6saRjb0O/Tz4XiwtIlxK6Fx/v3sfu8vD6pd5+3Kfr0s7dW4uDC0kXEmqYtyRd0TF/LPo0dD58VcuZESWYMvJWRDp8VckwpxbdxKelwXokLizMnSjFuXUo6nFfiwuLMmdxdkNzxO5PjwuI4TnRcWJy2cBspzkS4sDhtk3oA1Qdsy8eFxWmb1AOoPmBbPi4sThRSdU28C9QZuLA4jhMdFxYnGtatCW+tdA4uLI7jRMeFxYmK20hxwIXFMSC2jRS3udJ5uLA40YltIyW1yw+nfQ7JnQCnngz19EWxMLdk3UiE1DipqY09FhH5IbAnQVSvBX6UIJ4c8dU5b6njq2veFqnqcdNdVBthSYWIPKCqp9cxvjrnLXV8dc7bTPAxFsdxouPC4jhOdFxYZs+NNY6vznlLHV+d8zYtPsbiOE50vMXiOE50XFgcx4mOC4vjOPFR1a7/AfOB24FhYAtw2ATXXB3O30W1SAhgBTASfkPh2HXA3eH3EPBeYDHww6bjayLGdwHwaFPYfS35+Vvgc5HiWgvcC4wCfxSONfL2JPAs8C3g6Jbw1wNfC7+3hGPLmsK/IBx7PfCVkJbrw7GDgU+FY3cAx7b8f65xLQfuAx4ANjbdv6/pWV42QfxzjW8Z8ERT2O+YKOyI8X24Ka5R4CMT5c/sm8r9UZfwAy4G/jD8/d+A/9By/lTg1vD3AHA9IOFFHgYcBdw3Qbi3h49lMfC3FvFRCcv7p8jP54FNkeI6tum+0fARLKYSmyvC8fOB/9x03dHAV0OYJwKfD8fvBl5Dta1kBDgUuAr4jXD+E8AZwDtbwv5EpLia83IHBwT1gZbn0xr/XONbBvzP6cKOFV9LPDcCvzpR/qx+3hWqOAX4Rvj761QfWzOnTnD+WOAHqvqCqv4EUBE5uHGDiPwWsEtVvwcocIaI3CsitwJvjhjfy8BFIrJDRP54gvw0T/u1FZeqPh3ydhzwjKq+FMJ/I/CukLfvtMTRCzyRZgbrAAACjElEQVSoFXuplp5D1XJ6VlV/BjwO9DDxe2g9dtoUz27GcTXl5UhgAfD9cO0bRGRYRG4XkRMmSdNc8qbAOSLyNRG5TkQOmWF+5xofIX9vAuapaiPM1vyZ0FWbEEXkeKruQDPPAOPAS9PcPtH55mNC+IjDB38pcKGI3B3OPxb+PQ14LlZ8qroZ2CwiPcC3ROQc4ARgqYg8Ea59OUZcACJyDHAT8D6qBOwRkSuoumO9wO/OIfzZXjvVs5txXCJyBHAzVZfgBQBVXRjOvQu4HNgbIz5VvQc4SUQEuBY4Z7bpneP1HwPWNaWjNX8fmOLeOdNVLRZVfVJVl7X83gXsomp2E/7d1XLrROefBo4XkUNF5CiqNUGND/hC4HOq+qiqLqPqz/+b8PdG4Hux4hORY0PexqnGJ1YBVwA3hLxJ+MWI65eBW4BLVPVhABE5GvhuuHc/VW3ZHMcYVQsNETmRAxvlfiYirwk192IqcZ8oLa3Hvj3Fs5txXKG2/jRwlareF+6ZLyKHhXv2Ay9Okqa5xNd4Two8P0XYUeIL1/wmsEdVd0+RPxtS9LdK/3FgsPMeYCthgJOqdXN8+PuacP4uYHE49h6qQbQR4B3h2FHATuDwpvB/Ixy7C/gb4HUR47sM2EE12PenE+Tn76gGb2PE9VXgmxwY/DurKW9PUg3ifolqLOBaoC/c9yGqcZj7ONDX/9ch/B3AqnDs9cCXQ1o2hmONwcx7gC9yYPC28f+5xnUTlSA28rKcqjW5M/z/i8DxE8Q/1/hWhrDvoRrzOGiSsGPFd1C45nVN5fBV+bP6pnzlreM40emqrpDjOGlwYXEcJzouLI7jRMeFxXGc6LiwOI4THRcWx3Gi48LiOE50/j/cEmSC5wc0OQAAAABJRU5ErkJggg==\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "aper, segments = hcipy.make_hicat_aperture(normalized=norm, with_spiders=False, return_segments=True)\n", "aper = hcipy.evaluate_supersampled(aper, pupil_grid, 2)\n", "segments = hcipy.evaluate_supersampled(segments, pupil_grid, 2)\n", "\n", "plt.title('HCIPy aperture')\n", "hcipy.imshow_field(aper)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Now we make the segmented mirror. In order to be able to apply the SM to a plane, that plane needs to be a `Wavefront`, which combines a `Field` - here the aperture - with a wavelength, here `wavelength`.\n", "\n", "In this example here, since the SM doesn't have any extra effects on the pupil since it's completely flat still, we don't actually have to apply the SM, although of course we could." ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 5, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": "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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Instantiate the segmented mirror\n", "hsm = hcipy.SegmentedDeformableMirror(segments)\n", "\n", "# Make a pupil plane wavefront from aperture\n", "wf = hcipy.Wavefront(aper, wavelength)\n", "\n", "# Apply SM if you want to\n", "wf = hsm(wf)\n", "\n", "plt.title('Wavefront intensity at HCIPy SM')\n", "hcipy.imshow_field(wf.intensity)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Poppy SM: `psm`\n", "\n", "We'll do the same for Poppy." ] }, { "cell_type": "code", "execution_count": 6, "metadata": {}, "outputs": [], "source": [ "psm = poppy.dms.HexSegmentedDeformableMirror(name='Poppy SM',\n", " rings=3,\n", " flattoflat=FLATTOFLAT*u.m,\n", " gap=GAPSIZE*u.m,\n", " center=False)" ] }, { "cell_type": "code", "execution_count": 7, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "(,\n", " )" ] }, "execution_count": 7, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": "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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Display the transmission and phase of the poppy sm\n", "plt.figure(figsize=(16, 8))\n", "psm.display(what='both')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Create reference images\n", "\n", "### HCIPy reference image\n", "\n", "We need to apply the SM to the wavefront in the pupil plane and then propagate it to the image plane." ] }, { "cell_type": "code", "execution_count": 8, "metadata": {}, "outputs": [], "source": [ "# Apply SM to pupil plane wf\n", "wf_sm = hsm(wf)\n", "\n", "# Propagate from SM to image plane\n", "im_ref_hc = prop(wf_sm)" ] }, { "cell_type": "code", "execution_count": 9, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "HCIPy PSF shape: (160, 160)\n" ] }, { "data": { "image/png": "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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Display intensity and phase in image plane\n", "plt.figure(figsize=(18, 9))\n", "plt.suptitle('Image plane after HCIPy SM')\n", "\n", "# Get normalization factor for HCIPy reference image\n", "norm_hc = np.max(im_ref_hc.intensity)\n", "\n", "plt.subplot(1, 2, 1)\n", "hcipy.imshow_field(np.log10(im_ref_hc.intensity/norm_hc))\n", "plt.title('Intensity')\n", "plt.colorbar()\n", "\n", "plt.subplot(1, 2, 2)\n", "hcipy.imshow_field(im_ref_hc.phase, cmap='RdBu')\n", "plt.title('Phase')\n", "plt.colorbar()\n", "\n", "print('HCIPy PSF shape: {}'.format(im_ref_hc.intensity.shaped.shape))" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Poppy reference image\n", "\n", "For the Poppy propagation, we need to make an optical system of which we then calculate the PSF. \n", "\n", "I will try to match the image resolution and size of the HCIPy image. I first adjust the `pixelscale` and `fov_arcsec` such that their ratio works and then I add a tweak factor `fac` to scale it to the HCIPy image. I also set `oversample` to something that matches the HCIPy sampling (it's close enough). I keep reusing these numbers and the tweak factor later on in the notebook." ] }, { "cell_type": "code", "execution_count": 10, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 10, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# Make an optical system with the Poppy SM and a detector\n", "psm.flatten()\n", "osys = poppy.OpticalSystem()\n", "osys.add_pupil(psm)\n", "fac = 5300\n", "pxscle = 10 * np.degrees(wavelength / PUP_DIAMETER) * 3600.0 / sampling * 0.97\n", "fovarc = pxscle * 160 / 10\n", "osys.add_detector(pixelscale=pxscle, fov_arcsec=fovarc, oversample=10)" ] }, { "cell_type": "code", "execution_count": 11, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Poppy PSF shape: (160, 160)\n" ] }, { "data": { "image/png": "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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Calculate the PSF\n", "psf = osys.calc_psf(wavelength)\n", "plt.figure(figsize=(10, 10))\n", "poppy.display_psf(psf, vmin=1e-9, vmax=0.1)\n", "\n", "# Get the PSF as an array\n", "im_ref_pop = psf[0].data\n", "print('Poppy PSF shape: {}'.format(im_ref_pop.shape))\n", "\n", "# Get normalization from Poppy reference image\n", "norm_pop = np.max(im_ref_pop)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Both reference images side-by-side" ] }, { "cell_type": "code", "execution_count": 12, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 12, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": "iVBORw0KGgoAAAANSUhEUgAABGQAAAI1CAYAAACQdiytAAAABHNCSVQICAgIfAhkiAAAAAlwSFlzAAALEgAACxIB0t1+/AAAADl0RVh0U29mdHdhcmUAbWF0cGxvdGxpYiB2ZXJzaW9uIDIuMi4yLCBodHRwOi8vbWF0cGxvdGxpYi5vcmcvhp/UCwAAIABJREFUeJzsvXm0J8lV53fjty9vrX3rpbq6W93qRd1aaWRJLQkksYkBxDmMBGMNYIlFM9geG8PBw/iMMYaZ8YA9YIwsawQHhmHQDBa7DBICRggtSEjd6n2r6tq3t7/fmhn+I+7N+GZl1nvVqq5Xr9/7fs7pfr/KXy6RkRGR8Yt7v/c6770QQgghhBBCCCGEkI2jcr0LQAghhBBCCCGEELLd4IIMIYQQQgghhBBCyAbDBRlCCCGEEEIIIYSQDYYLMoQQQgghhBBCCCEbDBdkCCGEEEIIIYQQQjYYLsgQQgghhBBCCCGEbDBckCGEEEIIIYQQQgjZYGrXuwCEEEIIWR/nXFVEPiIiN4vIooh8r/d+7nqWiRBCCCFkq3Mt52D0kCGEEEJeGrxDRI55798gIv9eRH7wOpeHEEIIIWQ7cM3mYFyQIYQQQl4a3Ckif6ufPy8iL7+OZSGEEEII2S5cszkYJUuEEELIGrz9zV1/4WKyIdf6268Mvioifdj0Qe/9B+HfG1MQQgghhJDryCabf4lcozkYF2QIIYSQNbhwMZHPffzGDblWdf+Tfe/9qy/z9SMi8vUi8jEReY3+mxBCCCFky7GJ5l8i13AOxgUZQgghZA28iKSSXu9iiIh8XET+vnPuL0RkRUTec53LQwghhBByTdhE8y+RazgH44IMIYQQ8hLAe5+IyPdd73IQQgghhGwnruUcjAsyhBBCyJp4SfymsdAQQgghhGwDtsf8i1mWCCGEEEIIIYQQQjYYLsgQQgghhBBCCCGEbDCULBFCCCFrEILK+etdDEIIIYSQbcN2mX/RQ4YQQgghhBBCCCFkg6GHDCGEELIOmyjtIiGEEELItmA7zL/oIUMIIYQQQgghhBCywdBDhhBCCFkDL14Sv/U1zIQQQgghm4XtMv+ihwwhhBBCCCGEEELIBkMPGUIIIWQdtkOUf0IIIYSQzcR2mH/RQ4YQQgghhBBCCCFkg6GHDCGEELIGXkSSbWChIYQQQgjZLGyX+Rc9ZAghhBBCCCGEEEI2GHrIEEIIIeuwHTTMhBBCCCGbie0w/6KHDCGEEEIIIYQQQsgGQw8ZQgghZA28iCR+61toCCGEEEI2C9tl/kUPGUIIIYQQQgghhJANhh4yhBBCyDqk17sAhBBCCCHbjO0w/6KHDCGEEEIIIYQQQsgGwwUZQgghhBBCCCGEkA2GkiVCCCFkDbx4SbZB2kVCCCGEkM3Cdpl/0UOGEEIIIYQQQgghZIOhhwwhhBCyFl4k2foGGkIIIYSQzcM2mX/RQ4YQQgghhBBCCCFkg6GHDCGEELIGXrZH2kVCCCGEkM3Cdpl/0UOGEEIIIYQQQgghZIOhhwwhhBCyJk4Scde7EIQQQggh24jtMf+ihwwhhBBCCCGEEELIBkMPGUIIIWQNvIik2yDKPyGEEELIZmG7zL/oIUMIIYQQQgghhBCywdBDhhBCCFmH7aBhJoQQQgjZTGyH+Rc9ZAghhBBCCCGEEEI2GHrIEEIIIWvgZXtYaAghhBBCNgvbZf5FDxlCCCGEEEIIIYSQDYYeMoQQQsg6pH7rW2gIIYQQQjYT22H+RQ8ZQgghhBBCCCGEkA2GCzKEEEIIIYQQQgghGwwlS4QQQsgabJegcoQQQgghm4XtMv+ihwwhhBBCCCGEEELIBkMPGUIIIWQNvDhJaL8ghBBCCNkwtsv8a+vfISGEEEIIIYQQQsgmgx4yhBBCyDpsh7SLhBBCCCGbie0w/6KHDCGEEEIIIYQQQsgGQw8ZQgghZA22S5R/QgghhJDNwnaZf9FDhhBCCCGEEEIIIWSDoYcMIYQQsiZOEk/7BSGEEELIxrE95l9b/w4JIYQQQgghhBBCNhn0kCGEEELWwItISvsFIYQQQsiGsV3mX1v/DgkhhBBCCCGEEEI2GfSQIYQQQtZhO0T5J4QQQgjZTGyH+Rc9ZAghhBBCCCGEEEI2GC7IkC2Bc275kn+/1zn3S/Dv73LOPeyce9o594Rz7ud0+98651Ln3F/BcXPOucf0vx+7RuV9o3PuUf3vtmtxjavFOfecc+5JrYc/c87dqNsfcM79tW4/6pz7qHOuq9+lUHePOef+1+t7F4RcPd6HKP8b8R8hhLzUgHf/E865/+Scm77eZVoL59x3O+ee0jlY53qXp4zL1alz7tt07vqEc+5Z59yHdfvNzrnBJXOwD1zfuyDk6tgu8y/O/siWxzn3TSLykyLyDd77IyLyWhGpi4h4718lIqve+zfAIb/pvb9DRF4jIj/knLvnGhTrvxOR/9Z7f6f3/slrcP4Xiwe0Lv6DiPyCc64qIr8lIu/V7S8TkT8XkYbuv+q9vwP++8nrU2xCCCGEbBD27r9dRB4VkZ++3gVah38qIt+mc7DV612Yy1CoU+fcHhH5BRH5Zt1+r4g8Bsc8eckc7JdKzksI2WRwQYZsB35SRH7Me39aRMR7P++9/yfrHeS9XxKRz4jI7c65Z5xzN4mIOOeqapXYifurdeKoc+43nHNfdc693Tl3h3PuE/rvv3TOHXbOfYeIfIOI/Ipz7vf02P/KOfcl59zjzrn/Xbc9qFaQ31NLx13Oua9X75SvOuf+yMrgnOs55z7knHvEOfcF59w+3X6rc+6Tet6/c87d65xrOOf+jXPuy2od+r4rqMM/EZHbRWRG/zumddT33v+y937uCs5BCCGEkK3NxyXMF8Q59wHwBv4R3Xazc+64en085pz7E+fclH73nHPu3zrnvuKce8g5d7dzbtI5d9I8WZxzszoHy8XBvNI5k3qN3Ckiv+ec+xU99qd1jvSEc+7Hddt7XfAO/oRun3LOvdM593m9n3/nnGvq/TzvnPsdve4nnHNtPcdrnHN/44K38d845w7oeX4D7vHtL6BObxCRoYicFQnzVO/9v7jaB0YIub5wQYZsFTropikiKJW5U0S+8EJP6Jy7RUTeJCKfE5FfE5H36lffIiKf8d5fKDmsKyI/672/S0T+PxH5VRH5Af33L4rI/+K9/10957u89+90zr1aRN4qwSPnThG5yTn3Nj3fpIj8iHqjPCci/0JEvlXP92ciYgtLVRH5kPf+5SLylyLyD3X7b4jIv/Tev0xEvlNEBiLyjyVYUV4hIq8TkX9mk6HL1ENFRN4vIn+p9/xxEXnUOferzrkfcM7Nwu655+Cc23u58xLyUiIVtyH/EULISxXnXFNEvl9E/tI5d5+I/KCIvFr/e59z7l7dtSbBS/gOEXlWRN4Hp/kP3vt7ReRnROTn1Dj2cRH5bv3++0Tkt7z345IirDtnUq+RExI8gH/YOfcuEZkWkftF5G4R+W7n3Mv0fG0Jc7XbRWRKwvzpjd77O0XkvIj8l7pfU0T+qV53QUT+nnOuIcGj+P3e+9tE5IckZPH9WbjHd4jIr1xpnYrIl0VkTkQeVsPau11ecnUbzL8eXuu8hLxU2A7zL2ZZIluFVX0RikiwbEiYAIiEF+oL4T1qsVgSkR/13j/vgkb3U865/1nCBONfX+bY0977R/TzQQmLLH/inBMJC6AnSo55h4SFH3t5dkTksIg8LiJPeO+P6/b7ReQeEflrPV9dRD6t3w2993+jn78qIvc55yZF5KD3/o9FRLz3z4iIOOd+WUQOm7VKwiLSjXB95DNa7k9IXPz5HhF5g4i8UUTeLSI/65x7hXog5Z4DIYQQQrY8HTWG1UTkoxIMUD8iIh/z3q+IiDjnPiYiD4rI74nIee/9c3rs74vI98K5Pg/bf0E/f0iCoe3XJBicvusy5bjSORPyDhF5mwRjm4jIhIjcop+/BB7AD4rIfSLyJT1fU0QW9buz3nuTDn1VRA5IkHSf8t5/WUTEe/93Wg/vEJFvcM6ZZ0vXOTflvbdzGYU69d6PnXNvkmDEe72I/NcSjGr36TFPeu/vvkzdEEI2KRu6IOOc+6iEH3Fv8d5/TSu3zrn3iMjPe+8PvaiFI1uZRyUszpS9iMv4Te99LhCaLso8IcEyc8R7/6krOE9FRI6qJWW9/X7Re//zuNE592DJfn/tvf+mdc6XiIjT//xlrvdu7/1n1zmPSLAgnccN3nsvwVLzlyLyM8653xaR/0LChIGQLYcXkYQOpYQQcjkKxhhdtMhtkvI5SUNEemtt995/WuVG3ysi58zAtA5XOmeqiMh/773/7UvK/96S/X7He//Dl+x38yX74Rzsctd7k/f+zDrlKjVwqWfQx/W/n3bOfVZE7pLgsUPIlmK7zL829A699+8SkT+yfzvnfsqFuBp/4Zy7fb3jdSCeFZHT17CYZOvxiyLyb5xzh0REnHMTYJl4IXxIRP5PEfm3V7j/83q979C/bbVsXMqficj3uxCsTZxzRy7TH74kIvc6516n+8045x643MXV2nLB9MmqXT4iIn8qIv/EOVfX7W8yvfN6uBAT55+5mFVpRkRuk+BGSwghhBAiEow273TOdVRW8226TUSk4UI8vqqI/AMJ8xLD5iP/8JLtH5YgA//gFV7/SudMfyoiH3DOTeh+9znn9pfs91d6P0d0v33gmVLGEyJyo9PEEM6521XG/aci8j+4QAUk6uvinHuzC3F5GvrvQxLi+m3m5BCEkHW4bktOOkDd7r1/owQJyI+vs/97RGSKEcPJC8V7/5sSXuB/6Jx7UkQeEs2y5Jz7WwluoX91Baf6AxFJJbjMXsl1vYi8S0R+zDn3uIg8IiKvLNnvryVIoD7lnHtaRH5HRFol+y1JkAv9H+qt83kRuXmdYnyfBAvK41r+rl7rjAQN8lER+Skpt1qVcUFE7tBjH5GwmPSzmzxTFCFXyfZIu0gIIS8W3vsvichHROSL+t+HTb4jInskSKIfl2C8Qu+U39Y5yzeKyP8I239XRJZF5GNXeP0rmjN5739LwlzmC865Z0Xkl6TEu8V7/6yIfEBE/pPOJT8pIjsv3Q/270uYg/26So9+TUK8v5+QcP+PSYif894ruR/luAR51ePOua9KqLf3e+8XXsA5CHkJsT3mXy78ZtzACzr3ERH5VyLycgkBu07qVye89+9xzn2q5LC3icj/IyG6uIjIq0Tkt733P3htS0tIxDn3rSLyvd7777neZSGEbBy33dPx//pjt27Itd555KG/9d6/ev09CSHkpYdKfP6gLNaJc+45EXn1pVJp/e4DInLIe/8T17qMhJDNwXaZf13PoL5PSsja8oMiIhqAVLz3D15m/yw1r3PuC1yMIdeBHxWRf3m9C0EI2Vi8iKTbQMNMCCGbmB8SkW+/3oUghGwc22X+tdFBfX9ZQjaZvSLyv4nIc865v5DgGvgx3UbIpuQKAsMRQgghhJDLoNmVSjMBee9vXuM4Zg8ihGxJNnRBxnv/o5ds+jMJsqUXeh66cxNCCNkwEn+5hBmEEEIIIeRasB3mX1vfB4gQQgghhBBCCCFkk3E9Y8gQQgghmx4vThLaLwghhBBCNoztMv/asAWZ6mTX1/fMZP92zutf3AszPoUvMAlUmurOSTyoMgyfU7iTykj3b2AB4ESuJLOUuUOlsNs4bHNpcTe7hohI0oTzWJvB+9LL4XkqA71cHfZzl/l8ybVz7dLuZZ1jc1Vrn9O4Y7Wvm6Ae7dSYCczXLvnySq6n16kO4qZE77uSwG655xUqq1KJJ8raDF7H/gHX8yVtx5e4uzm4B7tORYrXQ+zcKZwvhXpMR1pZeD07D7Rb10yLZSi5Hl7H7sEP4IFYuy65XqUeGxzWYyWrx5L7w/uye02LZUDwHqw/585d+oxKrpf173h/lWE8Jq2Gv9Wyvld5Ae1Rr+nGcEia+yqcUr9PMAF55Sr6G55cr1c2FJUeKzCuwXjj1xhvcCzDvmdjDl7bzuNreEEp7pgdABfMjcf5a4jEekwbcB5tt/n+fekNiOCNWX/GNjM6Oy/J0srW92Ul5CqpTnZ9bbfOwbIxFvpfzeZka2feLJuH1ZfC51E37uf03e6rWIgrHKehjzsd98qK5UrmD6WZS/GyJeOiS+IOSVPfszAXKvOWz6Ze8B7J5jCVteuwbA6Gc8rSd2Y2RsN+Ze+jS68hkj2rxkLcOJoszsvG8PxsDuZwjC65jJHCezt7v8H7pFJSJ1lb6sGx7fiAqjYPLJmrpFKcO6RjLINNRqAM9nuhXZwblc2/ROIcDOdBFS1v7p2W/TiA69WK89i17iXBOiypkzXrUET82MoQv69UU7kcualGyfyrthK/t7lWfSkeNZzWY660X0NZrd9gfyxr99lcYr05HqLXwfmj9Zu1+jKWqzqIG31Vn0/Z3Osy5bH7ypWhWtzPyuNzvwVfWL8WKR9v6/r8RpNrz73KyH5vjLEQ9rzjQxs+e/K89373micjV8SGLcjUds/IjT///uzf9XpoPbVKfLA4EbDGMBzH1jUYhBabzMdf7t1j4Rb6O+Ox3ZPh2KXD8W3tJ+LnSh3e4ko2kPfi9Zrnw+dqDwY8rbHOqXi9BcjGlXSsF8ZttrCD55l6Ovxd3R+3JU24fzse3y/6cktbsF9Drwc/vl21pKPhoD0MJ62sxHudeSx8v7qv+OMKf5AOd4a6861Yh/jSzRZB4MVYWQ7XmXwmbls5GHZszsfrrR6CZzQbLt5qx9GsWQ8zlmrJ4kKSxnOP9YWCbQdfdPbDr1GPM6l2I5y7VYvb6tViOxnrdfrj2HWWerGCVs6GGY0bYZsJZawtxPK4m1bDdeH+GrXi9fAeer3Q7v3RTizPdDjGwaDp6+F63T3xbTrZ7mef7R6x7xmjJF7P7rE3jG+K4Shsw8WuKgzOdg812FbV6+DiUqLtcTCK5+7r/aVzsX93jkP/n9H7OhHPs3SLnhv6t9RssStuwpeK64dzNi7Ec2cLkrAo2Dkdrjd/R7zZtKv13cDV1ZKFLXhRii7SuSH0ib5OGPBlZ5PY3A+G+L2NOYtH4vdJO2zLLaTo8dXVeL3pp+LXNubgDwk7z2AX1GM7fLZJJZKOoC0vx8+Tz4bPKwdieVoXwvVWbowXrM6Edt9sxl8h1nbK3gMise+N4NpHf/xXC2W7VqSlv/QIeWlQ2z0jB34mhPHzC/ougbGrPhsGwUYD3sM6duP7c6jzsPFiHCwPfCL007OvgR9zy2HbeCJeYzwTxwDXLL7vvM4bHMzDWqfDZ1x8sd8Fzbl47uWbwt8E50clBrT6cizj5LNh39Z8PPn8rcU5ZapzM/wxV9P5XGMubly5IdQXzo/ExmZ8Teh9VldiWbrH42f74YflHutrv78b5rWtNH8NBOYgVR2jb/qjeMITbwrPb/rJeMi518E80sboVjymZmM03oq2jdVFmCjq82vt7mWbWg1ccdJ7sbnFQ5Nx4z1L2cfpbjge52XGAOYqNgdbOR/nRpXV8H3ajPfUeT4828Hdq9m2biesSJXNv0TiHGxlNf4abz4crrN6QyxXRQ1laSeep7srXAfnX82SeaXNtRZW2nFjSZ2sWYci0j+nx7fjNTpT4do4J8um6fj7qh/O4+H31e7Pxja5cFv4e/Av4pz16DfrbzKcf9VL2qIZt/vxfK1z4dq1+CiyxRdcJFw5pGNQF+YhOCexxlgyx+s+D+PWbCjXuA0LjPqxAvMsm6/MPBWfbX8mnG/pMBiDJmIZyoxcVZ3jTRyN2waztvoSt9kCSn8f9Gt9fq5k7uUH8ZnV5uPvkLLxds/nw/En3xq31abC82vA3Mvm8Cn8jhoOw3VGc7FfO523u+nYBp57z0/BHV47tsP8i5IlQgghhJCtTOok1cm8LYjWwChhk3JcELWFGPzhltgCM3hq9vWHRgV+SHVP6oL2y/JlMGzxJffr3hayYUHbfrC0z4J3x0T4vg4WfPtRhYsmNodHT1xciJ44FX6UnH1l/BFqXsK1VSiD/rhKwWhmCz8rh+GHrhnG1jGKOb0/NNzUVtEgF7a3z4Hh74j9mMMbtHMXL4f72cdzr4iLClVdK0nRiwV+mNpzHtfAkKALeGisyowws/GX9Xiq2G6WV8IPO2xf9UZ4GM1XX8i2NbFN6r5ozBnpj8bBKP58sR+P+IPf6rYKi4mDHUVXWDPmjZOSZwbf4zF2HjR62PPFMli5BrXiT606GMTMODYzEetw8Or4o9fuFReFzFiBHjCdvaFD4OJLmeePGd7GYDg17240AqHHvBmUsQ35MtfitMyjVgr72bmxjfd2h++xL9hzdDgmVOB61tfQMKwLGiuHoW1rH66BYdzaOxrBxrqmdfHOePN7vhiexfINcZzIGdPMoSWngrAxChak9dz15bgtM8qjES+xsQzlCfo3LfZrkTjeLt0Ut/VnbayGccv6dbXoroNeM+Y0UdkZF1XH2g6TfomrD7lqNk6yVE2l04oDjA0mOas5rHibFXTUhyIuhWXIPZ+LjfTiXep+BS/cg394RkREHv+h6EXlwTqdlr28dGCqwH42ANRie5SRLlr3d8VyTz8dG/HKwVBu9HaxjoQvePM6GXehs3bgxW6ukPhi18+uRMaD+JJJjVnpRaJVBi0yPa0qD9ermnsnuOmZJ4aHgdyXDcAlrnQzT8UV2dWDaqmYjcfOPhTPOXdPGPh68KySVvgePVvs5d0AC0q7XnRBXU8aZORe/Noe0RKTvRh7sVKGsIJcXdLnPwkeRFqP6EpoHllDmFSkJb6UuYmwWQ/hPPay8uA6a2VYkeh/PJqNB3XbYdaMEx+z2mA9dRvD3F+kTEqF25OyesQJlH4eQv82qy22g8VbitYMbEfLN+l95V6O4fjcU865yrrc+UREquYNBtYTmxxMHAUL6CHdrwvXq6NLS7GPilmCwasm6Wg9lbyErb2IiHiY8CUtHY/gR0h2k+AOZBOq7olYBhyvDBzX0oZO7nCc1I9pUjwWPeDQO8vG3qe+f0+2zfr4nr+JbfDca0P/6U2CZ1srtMc6eDBWSyatdbA+V9dwx34x8SLbQsNMCCGEELJZ2C7zL3rIEEIIIYRsYSq1VLqzYRXWFt59bmE9/EVJYJlFtLIUts0+hFIdk2DG6zWW1eMGjTMo5S1xQbfF3cqwaNCZPBFPPnebyqZA4TFxLNxAbw8YCExKAOu2jcX4+eIdwQgwAsOYLcpjfJBMEooGsrVibOEitnlOgEeRGec6J0GSCfdiVbPzC9FzZPHwrnBZjFmjhrYyoxgulNszwPgzZsRcORT3u/3DF7PPT3z/rIiIjKbhmXXCxT0Y6cwbAyU/JgHHBXU7y1oGMZFLjLT6uQfGHJM5m8RZRCS9ED435mMdj6ZUKg4hxsyrKQUD5VA9BZJq+Q8+M5rgMeagYbIUkWhcxTIMJTzUxZ0gwVOZuknwRWLdVaFuJprD0s+G1VMupIhaUVDCb5KrcZnscDXWa3UhfL79w3PZtue+c2f8Xr3fsA2VeXqV9uukOD5Yn8Q2/vy3hDY+bsfzdU+Ev6sHwHjTgeuZJA2NYPrZgywyUaNTMgEFs/JDX7GxB0NM2DiBY0cuvp154oGizDz6sF/bPeNY1ttTz11XRCStaL8u8drK9+u4vaFeNxUwlq0eCH93fCXuZ8bu4SQa+9TLrcRjsgayqXo9NAIPz4e8eGzYgsylj8/iAZhuUURktBwH2Jkvhe0Ld4CuTl+QZ78ONM7qHtg6HxvXs9+zN1wTGnMFA2SZGxi0desoOLBYoRuL6KaqOj3oZEs3xs9mae+ciuex41N4mQ926GCaC5gLBbI4GBgbpjRWhXZceFk4vdfW2fgSQO8Me3GYNlMkdvI6vLwsANxwOh6bDRow4JcuXKLEUwe9s6+Mz7q2HP4OdsYdL95XogsFPWvtqL7c7op+0e3J8LkL3ldtfdGhW23VFS3pOBkdasRYjA2z3A+zjpWF+LCrZ0N5kj3xepWJOAqnbR3QevE8U0+Gcy++DNqyubKC58awUuyOvsTF20FAuqnHw3kW7ooDabon1EkF2tuoF+t+6WjwnJmHe+hOh4n6RCvWrem2G+B+VuaRlUAjHmj9DaEeV/rq7bQUZ3ETXw2fBzdBnahn08X7iv1bRKR5IXzGdmR9PNe/12mP5mqK8RMaC+EvvuhHqsUdzoCXjj6P1ul4f/hS7O/RGEvwjKwPO/DmMC8nCxYnEvuwh76F44ONORi/yh7NcArakfZXHJew+ZtnDI5rwxmdMPXxZa/lqeDYaQWDTfDjw8beOkxc+rvCxc9+HT4EPXYhPsvOZ4On2fz9sT/VJyCGVKvYrzktIIQQQgghL2XoIUMIIYSsgReXk+ERQgghhJBry3aZf3FBhhBCCCFkC+Nc9C6zyS3GKBsNVZ60HKeFrZPqTo/BbFXSM3cXxC1Tx8r22ThpXrxZ4/Kh2/3qOt52pj4A13/zQFzeDxlFeuq9CJ6B5k2IGVosU173LMRLuxB3OPX1ql/IeSrr30bRY3k978ssFiHcZ/Ni+IzZZMzrsrcPvB3BO7sxr+V78y4oWPiDMhk7pvS3Skm9JpBa14KALkKW0Md/YDYerk2jCplc2o8Gb9elO0BuM6UeueA9W9N2hoFrTb6E+5nsBrM7Dsq8axdinL7O0+qlfBM0Es1+OGjF61mWpZ0Pxeud+Tq9N5CPjRKVrV3u916Wkgjamha37NyDfaDLUS9l7FP+q8HV9eIR8OqeDpmQyjy9RWK/Las7lCfZNpQn9VWeNFyMHsqTj4Vtq/uLmYKwDVg/ExHpHg9/Vw5g+wt/XVLSr4EsizMmmNJt2MbtfMOZuFtqMSHhcU8cRfmSqi12wL1YPE7MUmQe4xiPVrehF3DmlZ7LcBv+7v/r5WzbYGesz5U9FhMz3rzF7cvLJcP1cCyzOsnF9BubdzKUtWS8xNipNt6irKq3pzhW2/H1M3EwqA5CH+gfgMxLExrTrwGZZ+uXz9BKrp4NW5Dxkpcx9FZCA+h8JcpBxnfH1HArb9AsAHAOi/ifrsCE4XxJZ7TJA8g98CVmmlJ8cVuaQQzqaenRMK11U+WVeOxoCj43i7pB00POPBV7T03LY1IBkSiHELkkIKltM80o6pOe6O9KAAAgAElEQVQ1a0LzTKyT0WSoi94NMIKh9tk0zRDAs26pG2G3LDsCBhHWt1Z9CYIEx8eWDeoYrNieR38vvCz1hdiYgxcHpL2udkPHr4IueahxQiugca9/OlT+wuviQCk2x8pFbZUCOAlYVV3y3EIMhDtW2dHEjjiTqu+A6ygYrLa3HBoSPo+F+0NbzqWwM003SJsqK8XZXoqp/kwPOxWf68L9YVvz+SjtGt4c6i6fMhwmCTvCH7z/5YshjWO/Hc8zOx2ix/qSiQGC5+lpPS4sxwlU+7PhgQxeFd84w9eEeoT5oST64yCB/o3tYzit0j9IY2l9BrNDWP/GFzimbreA29hG518WjjHpEh4/gjSCXlPCjndA24L+aKnkGyfjnQ32FnX3panpL7mnS++he1I1vX0o963helY3IvEHRU6mBC9pmwDguGbBvHPHLFjWhbjNxkmsO0wzO9itk25MI6lj9CrI0yrWv0HGtaKBxd0wtqfmF2N/XL03tJ92F4LDy8aRboOgcoQQQgghm4ntMP+ihwwhhBBCyBbG+xi7zzxjBqtx4bj5TFi1TvbHxfvBLWptwSR2FstsNS6cNs6Gbf2dsFCri7c5uwgYb+qLatyBFLCJGq9GcR02y/KIlnlbOMfzDdSwP+7EbRYTbNyN9zkDNoXuqbAgPIIAl9JeY5kXvyozbKk3DN5zFlcMYgQ6S1kMhkIMImqGrf5uWGi3QLIQ/LNxPvydfiY+s9Xd4bms7oOAsyXx0BKtp9b5uN/SEcj0qYvmHuIYru63m4rPvvpQMLgsvzwarizWXFmmy7JMlhi0d2EJHuCp0CbrB+Hcrw4L8x2o4ywrK8Sp62gW0VMPFj1WckaUBTWiLJT/4BtOh/tPIQtqqh45px6M55l4KtzDMsQKrKvxADMHOjU81MHwMDwa6nC4PzbodDLec7uufaXMIAYeMmYctBTjIiL1R7Q+D0dDxuorQx16qMMsDiUavJ+HjJe3qrcPeI6Zh0Z9OdaDeaV1zsWyLtyisQUhHqUZcizwrIhIY96C7MJ+k9pu0PCzC9qVei5hMGWvhrHRDjByW5bLklicOWw36Gc2TgxnYvtaOAxGN/XoScHCaIavZoyRLGONQYr1YOsMeL3M8A8eSqMJHRun0BgWT2NjLxrQGgvhmFWIF+o7Oh5B/M6xnRIMxPUngldB9g4QEdGm5GvFdkiung1bkEnTiqyA22FlPrTcwStjDtdOM/ZCG7zL0v7W52KxV28Mx7hWsYHkU13DC+RiaKT7/yZa7I+/KTQ+jKyfNosd14L6YhBhfJGaVw1OYKxjmjU7XCf8Pfjnsfc8/7bonTA2V7oSX1ScAEw9pgFjMfixRsKvgEdGLpuCHo9WbLOq93bDSGgDF6YMVs+WGkwk9n023sMZTWc7hHTWqQ4ADtL+2qf+ZKyTGjxXmwzUoONbNH9pRreB4deH/can40t83iLNT8AAhx4idu1hHD0X5sPxFZh87Nob3AqateKx6FabgLtm7WS4f39H9KSZUJe/XBBhfRmPIBhz83xxQrAK6bPr7XDfjUYxyO4QvAZqz4TZbHIE3A+hLcf7id+31ItjbjHW4/nzIcf79EycGLQa4LKhoIfQ0nLoR8kFSAv+9UsiIjJR8gzQtdY8ZLAd9A/AmFDSx1PrCxC1uqreXns/F9vlyTfG8pgXnAdPG2vrvcn4jOpz4ZzYT2wSgW0ZAx2nun3YjPcw/dXwefGOkskBohOLKri7H/zz+FxPPxDuoQIJFzIXYBwm9NQ4LiHmppxzyVfwXu14HCdPfV14vti/fRvao95XOgnXmwj1iON20jEPOEhrrX29Ae+BwSvhmZ8O114Z47i+MVYT7/PBqwkhhBBCyLVlu8y/rvoOnXNvc879iXPuU86521+MQhFCCCHkynHOPeCc+7Rz7rPOuY865xrrH0UIIYQQQq4nV+Uh45w7KCL/WES+3Xs/WG9/Qggh5KWHk3TzJ9l+VETe6L1PnHO/LCIPiMhfXOcykU2C904G/eAVOuqFv1Nfjmt2i/eFKVy9BV6J6jmYgifjWD3UahBHrrdHPeO6RS9GB16gDjzamnN6bnDzr62GbYMYVzRzy/cgNTBpU+scxA5TR74xyJ2MKsTduvDyeEG79v7PRLfDE2/SOqqBR6NZZ9HzWSUG7dMQkFY9BxPwbBXzukV5iMm+RuU20dWD6sUIMqfMrRg8KOsaaPXiHSA1WMrfm4jIuFP0ikzMC70LMflA9jHUesQ4frVaiZfynerZ+Ej0rl28UwPOdqPcoVEicxioV+zyYgy66AexPN3D4WbaJZ65Q/CeH2jg2umvxJteem1oEOhRbBKd8QB++qyGPuCKDrw5XDvuUFMvTgftYfUVoTzTn4v3svxAKHetCkGQtR7wnnqHw7aVC7EO58YT2efRVLiXZkkdYj2sqFSp8Wgsw/BOjb3WLNbhGL1NtS1iG1i+CbzazRMWPL3TocXwAyVDI2zDNtm6oB7Ie+HaJgGDLjDuhmPRW9ziVnqMp4je/+r8PIC2XV0K5WmfgPiG+3R/9Aw2QcMIxxH1DIYx4ez9oY2s7I/lsgC9eobwf4wDruMR9kOTIFqgYpEYMxDll7VzWjxoXzZeDiDOdwIyOpMWYgsZd9TrHMbqkSoW0Du5UrXxIR7d15iVU1+MypbFV2gbaRfb0rXlJTH/umquVrL0zRJCqP6+c24sIh/w3j9jXzrn3ici7xMRqe6YkeoFaJn79eUPEZwrELnZXNHHEMBVzoeeN9oFQUa74XOlisfqy6BaLWwTiYF0T74eAgprkMqkDZ3eOg30Ml9TrfSeuFv7FAweFokdBpnpZ0PDPncfDH46Dzrx5jghuu0jF7LPT/2DnaE8IDUxecKOh+K9nH+V6gFBNpBJlbD9gmbWtN8Oto32aj3m5DBaVowuXzGpTTz1qQeiHGRsek+ox4q+yKqgo63YRK8FZajHunD2rPdCoF99xhjhu6EymHRPlFWMVL40DxrdsgFkOB/L7bT+JnMTiBKJjbbLHsidKg9FfUbt/iBun2jF9UnLLoDR8Fcr4fgUA+LuL07OLLixiEirFe6hAy/y7NxNeImqhjn9UhSq9u4vZjvI1aPeK97/woLW4+l4f42Z4rqrTe7DQeFzfV+UOdkzqsL1rB5H0L9TfeY+17/jSzFrM9CXrY+X9W9sl6MJeHHps3ZN7DMmEYT7UvlN7Xy8vyxuAk6U4bP1vRT64+Jt4e+uz8VndPEenWTA8FZVudCtvx7HgaffszP7nOp1ULK0++/C9S624UQ2z4Hm28NsCpaJAoNMW8aGCowT4+I4OVqjf4vEPl6BH0+pts1RDfqMPuvxXphEaf/G9wC+H9I9oe1VT8Xn6sdb8iW9yzn3Bfj3B733H1zvIO/9vIiIc64iIreKyGPXqHyEEEIIIeRF4moXZGYlTBb/nXPuARH5GRF5t32pk8gPiog0bzq0kQkxCCGEkBcFLxuqYT7vvX/15b50zu0TkX9/yeaL3vvv1MWYXxKR/9t7f+ZaFpK8tPBjJyM1Qkw9oXGt7o2ru+YZg8Yti3uW5oKghmPHsMhtmf+qsDjt9esUrOdjOM/qvtCfJo7HY5YPaRBeCKybLSBjGloLeguGse5xtVKXxJvEbHWj6HiQxQw89UA0Bt3yOyHn9DPfFQ0a5qWDWejaZ8L1erConHnGQCy6zDCGdbhqqbDjtt5BWEFvXN6ohmailYOhbmcfh8C7e3QBfBKNELrYnfN+Cn/ReDBsxJ8E1YtqNNpX9EzABfeGel4M7oi7tR4Oi/iLt4M3T6to4Bota73Dwnp7dzTmNDXDI8Zps7hzgyGk4/5iMB6tvh5i96kBCw1BZhSDEIgy1DiGriSGn4hIqs+0AeVvNUvOrYaH1dfH+mx/QTNMvhYMi2YQg35m95nORsNi71z0llkahPP0J8Aao4z6sR46T4T+3b8rnqepZc0ZSVLr1xhbU9Nj7wCj7AQYWyyuJTSHtBquPYLn17oQ6mHqaNxx7mVqYO+At5IZdSDjpBnEemBgbJ0K10gbYNCeKDGIQZ9L1IY4hNihE89pAGnor/ZKR++UW/5jMKo+9+0x93aWenuI9wlFgJT2RlUf1Qr89M3GtZznm9ari/fX05TZ5WMj9GuIq1hRA6PDcVK/Hy+CMUzH7xQN5FX7C8Ywbe+L98Z7nnoo9Ffs1xvBBs+/rhtXuyDziIi8Xj/PS95bihBCCCEvIt770yLy4KXbnXOTIvKrIvLr3vs/2ehyEUIIIYSQF87VLsj8oYh8h3PuUyIyEJEfvuyeqZNkFjSYuuKd5LTJYElRuUn92ahfS24KLuutTjR3WGYOXEG3c3qQiKS4etoq6oGzjEqwWmufHawsezWRYI6U/i5Ij3ZSNZBz8ZilQ3pfrrgym0DYxaffHeUJ7VN6nvn4/UBTuF28G85jsipccDVdKOhDqwuxbi2jUrI3yk/qKlUqs47hkmtiK+utuC2fhk0/QxYZ0ypi6r9qFWswUAMJRV/lS+7pKAhfvTksYzdAC2ur/vj83Q69r/MgSToWK7p9VlPP3QvSGNUEY0rGvmYPwkwuK71wnvGFKOOYfFXMazepUqWyzEwjsEaMqmohg8xDg4lq4Rj83lIeNiD1YVkaRJMiLb0q1ufSians83BnuE63jXIgbddw/1YnQ0hx2fmrYKnp7YH6noTGtyvcf64/mjwJ+vdQNd/V5yBv3w3h2HYHMkaVaKZxzDCpTQrtbdyu4Ffhe0iZaJYUzKhl7TGXMUm3jfdCRqU5bZcgY0qmoYzWhlGmrH304t1xW/dEKGPzIqRyVKkVjgNJWVhWuC8bWyaeh/PMhh1WDpRYmUWy+3dombKv0fqlY+IoNp0ooYS6q8B5rI9XS8YR1CwP9PjqU7Ef9Q6H/WolWcTw8xjeI5gB7lqTXH0M/GvNfyMhbswB59xPiMhve+9/5TqXiRBCCCHka2azz79UJfSvJKyrPC8i7/beF13a1uCqFmS8915EfuBqzkEIIYSQq8N7/89F5J9f73KQzYkbOWkfV6nSbRqUFBZJzfCABohkqIaDM3FleDyji66TEMusxDCWZoYxiEGHC+eTYfvyDfH7cUdjVEHgzSywLa69qiEG47L1VL40/RTsNgr79WdhMg/nyQxjEKvvuXcGqcLksWJA3eZiLP+Fe7S+4Nh4I2gN0IXmpWiQsDhg/UOxDh3KD6rFc1osP4+x/1SWNH8bGDbbxThfrlEM5GmfMW5aAt+PNeZX/floNOkfsEVzkD5ldrt4otUj4QZbz0J8wU5oQygfq5gxZ1d5ThAzYg0g+HFfA1PXH4uSntFrQ/Df6U48T1kMQDsfGp7GGn+td6D8B5/FSGvAPTfVUFZmEMPgxUuvVYPhwzEO3+IdQd9iMQFF8nHTsm3Qv8y46E7HezbZXgtkb1bvVQyArf1wDNUxVrlX7STE2dsRdqhNFPu1SHzOCRh6LQhs2kYpoho8p8FoO1kMKm1tslIraetg8Omr5KdxNv5cTcfx89hkgpWS80DfHKoCac8XwDA0pWWER2/9Pynr19CtR10wxJ9Sg2Y9blu4VQrn8WVSRJMOQt1YYPLc2KgyLRxDXb3Yn3NGdQ1MnkAdJ0uh4dROxH493KvtplFsh/iOsPeGvUdIjqtOqrBxtepEBAbVcVLXv+C5cDIWZ6gvqvS2KM7rNIuDoE0A8MV8RWWRnBE7gmb1sj3sa1cyYRCR0UTYoQGeLfYC6h6P2/q7taM0SkshQ80yYAFKRWJQT9QxV3oarR8i79dW1GsAnu5oFwRP7mg9lnis5CZUNkErE6KVTGrC9suHCsKI9FVX9GypoVeNlmdwJJY7WQwvj+SZOJD09ur3ZdkIYEIyhIFysEv3hQHcdLhjCASc6ufGSQhae9uKiIjsvCl6xXQboMPXtlmFh3TF2sc16u5yVPQYvF5FPTJyQXtvig9xYTnU3+pXYiqL4YFiUOdsIg31NP9yncjjJBvrfmATKMiAoBPJxpnYIBN9bpUjK9m2bkn/RrJ4Bus5RWideAhQWxagPfdO1HvEiVHmfQX3P9a2k6xCVotz8bMF0rUg4SJxSMF+298Rvh9OlZQRnfRA21wdWmaRoqcdDlsWIyH3XLBtrVV/vvhlrlVeoUMK7lbT54nt0fr38Lb4rNPF8C6oPgFeMwdgFmk/UtK1n+u1wIvLTeIJIYQQQsi1ZYPnX9ctqQKXuQghhBBCtjC+KjKc0UVm87ZYAauzeXIsggFBDUbjvWB00IyFKDEuy4CXpiWeLWjIsSyOYO94oV7paOswAxQucpsnSq0Xl5U7p+Mx/R0meS2eu7cbMs7pra7uA+m3LnJXIEKspf+tgsNHcy58v3Q4Lj6Pd6p3QHNtGbfHHyFm0UIJvRYnAUmuSdLL6h2NC2Z8yBnKoAxmaR9BGd35UFF+CJ4VMyUeCurFM9wB59MsggkGbDYjHMiie5gKXL0x2kchVfmtmm3vvoVsm2W1RDm3Gavwh1xSYvTKsomWeGqE85RtM0OYL26rg4eJBr5evg+8MhaDQSyFNOErN+kxmPkQPKEsBEDShoyuJXVsRu9kGSTV1q/nYx0769f7waNIg7jWSrxiRKInVVpm6ML9LCRCq9hOc23E2mSJLLkCTSDRY4b7Yb+VeC8WoNxSzouIJNY8UTqu15u7HTzVLJN3ybhjWS9F4jjSAok5ZrscTto4UjSgf02xaM1rBsZGX1LX+c9Wd8U+jv16rH1k1IwntwzIGLR4PKVeTXA+e2/Ye2SLct2SKnBBhhBCCFmHza5hJoQQQgjZamyW+de1TKqwYQsylaFIfQ6Cms6qhQD0isnd0T+/q3KaMnkSYhYElCxZcOAEV9oHRUlPbRm0uBYbF1Z/vTYAXCHMVlxh9RrTLNYXw9+lm2FVvlVcKa0kupreg3R/Z9ByoPcSvfeloauXeL2VA3oNSHE4mFE5CFg26iWWj0qZ5hL142qdQM2oqKa8AhKpxjysqnY1gGsdVqvrqmGtwuq+K8pqUC5i+l/8fqySlvEspOpTLSxKSGpz4XPzAsiUYPXctu54OJbn7AP6/XRc9u7MhNSBrT2L2baWaofREpO7B20gI0i3Z7rlPuheByNNMdiPq9RuEU2FgSFoyc0iWS15bthPamrOw20TzaK2un9f7G/9Ybh2vwemQrWy7P1MrMeLd6tlFa5tFkARkcHOYuDValfb4x3xehO1ooylTEeN7XGcmha62EZz/XtZ4x6sxHINYTBPatquq0XLDI6Itg2tC7YthW1JJ97rSC2kDix+1aVwPQv4LQKWTajummaqRMtLby/2rXDtRQiy69QKXQUrbfNi+DuMWVvz1jYrA5q/1IrmwEJiY1N9EcqgTWrYKNaniMi4qvcPp66UyBOtDWIbHWn/Hs1grAWQEK5o7IC5YiwGQgghhBBCrgNXnVSBHjKEEEIIIVuYyiguCidNDWS6B4L6ToTF0TEEmq2ZYaxWjP+EmJwBM+ClaojwQzDEwMK5LSLXYphASdTAhsarzDKKgW61CBUIMVUZhWOnjsaNZ+/XTImXidVnC7r1pbjtht96RkRETn7XLfFyaiupwwJw+0I4JwbUHWrGycGuuNA8OKDSoFyMvGLMMiSLlwYL6T7LnokSKc1gB4Y9exhuVDwWF8/LDA5opCvLmJeorGUMMeJMbuR6cVtjLlxn7+diPZy/JzwLBxKi7onw+eI9kGF1Bow5arB198dGMqNGsSZkoKyWGGszAw4YdQaaOXME5U/UiFLpl1vgk0b4flSHuHiV4k8nMy5VMC6ibptsR2OUGSMG98dtVc06iVKj2ny8xo6Hwt+Vg/BM9eOuh2Idn3ltKONwFgK7tjXwbkm/Lnv2+TiSYFjWvo193NoVtjXrU2gkMvtk2iy2yRRlX5aQFrZl8S0hIScG/V28y6xEMLaopKkBxqSZJ8MxvZ1QLjWIYaDpA/8x9P/n/37s/xaXb/kGKcWkPnu+FNtkb3d4fpUx1GcmO4SDtY+jRMrqrtrDq+jYDRluPfTnVI1haHtzar3Hft2wAN8wnpb1a6/9urIct7XPVrSsQi7hxUiqsGELMmlTZHwwPsWmRhjHyOW5oI8lXgCmhcylD9YGNBqCFlq9JaqLcb+Zx2IrtSjgqM9rndfvz8Ggq9Z+tGJ7S4UNrb4OnjZjlYWOwGMlSzmbm2To/pPgpQPaZ/PeqUGH7Gt5RtMw2HaKWmTTgFbLPACA3GBrXkUYQd1eVKDXbJ8xryG4lw4MqPo493467nD+/iDoHExBZHT1Ksilda6jR496UMALwz6nED1/rMePmpBSuRMe7MoUaCQhw0Gq3jtn3hpH4dZEeIu0m3HG1W6E7+u5dlmcQOELP8sKAN4wlj67B94n6Vyok+ZZaG8wiTOaT8e30Ooe9WKZjf2oramrW1CPzRLvA5wktOx7uBc7vgfn6anHwpm3xnJXFkIZ8AW8chgmRpoZoA2pyevmDZMrT+FW1+zfIiLjUdEbyvr43i/F88zfrueDdoleXO6i1uNeuE5Xf4ygpt88kkBTHYP/FvcTEUl03wTa47gVPi9247b6QmgzOHb0Ndu1RdMXyaer9iWZN+yHSVrHHzp67qVienA8D45hVW326FVmrmSjmHk+m/jvfDbey/wd+IMkbB+D19C4UQwivlb/xuwY4yac29KwdyCeQAxlcE3xIpJ+TWJwQgghhBDytbBd5l/0kCGEEEII2cKkdZHlG9Sood4wFVg4beiCaa1kARox7428dFQNOsOihbUGhrHW2bjg21hSeSukzJ08Fsq3ug8Xec2rpxgQFC3brQvhr3liiESZJ6a/zS1s68fRdCzDk//osIjkvWbqmgxwMBO3mSw96YKbTlO9JCBbobMFcCmCAWcxnXVqhgiw+ptMvDEft5l3xPyt4J2y4PQvBMpV6WsyARZ1TbNdbaBxoRhkGL0o7DMurie6aD7ugFFsMnw+thvkpb2iYXLliJahGx9kB4w55gWDqaTLjGLmWTVEY87YMj6CVFwl4inIwyefLgaFRZrPB4PU0hEwvKlxsdkqlrVeUlY0iJmhD+/Jjh3AvQ8mYhnPzmrQVTCOmjHm2LfETa5t6YvBQFviDbOWgdZCPojEfi0S+7ZHObbKw81QKxIzQybg0bLzq+Ha2DeHMzoWdaBNqhdZpV7Sf9BrBgIwe0vfDt43ifbDXrdoLMIMuA3t48OYlTzr/2kTjOoWggHtVdBfK2ojxfuz8agP+u0sLTZm0lTPmEaMjCCd0zoO7o3lb86Hg9DQ1t8T28hYU3inLaxP9WipocE+1b9FI369gcYwM67F570yoV4/4DVDXjy4IEMIIYSsiZNko3JsE0IIIYQQ2S7zr41bkKl4qcHqm0mVUFaBMqXMCgN6RVvp7q9GCUX1dPBZx3R+0tGVV0ivd/Ge+LXp3zA4bqJSI1w3tgXZ+lJsCLNPhI0r++K2vZ9dyT4f/dZwIg9BbcU+14or+2gVSRxKDMIfTKOWBQeGlVuzxNTqRctGXgtaDIQ6HsDjVylK6xysvu5OC/fSOxCu40DH7OC2zKvs7OtwBdvMUNChToblc7AtyXAPSNo6akUACY1ZFLCdVPAhKrbSjyvFCT5YXXGvYdDjEktMvVJSj74oq1kdxlXq5ZVwX7VHos6jd1itFpg+UoMHDyZKNOLA4JZoMTFLAcpPludCe0uejX1i4eWhPU50o0a50wAJkfY5vC+71wTuf5yqrhTlN2bNwKDWLbTGFK1EVqd4PevfQ7DADLV/D1ZjfVbOlmhSumCd075+9nVQHm0y2C7HnZL2CNXtVkM5WpBe09p/Mg3aa5XNVHMpX9HypMFxoambhBjjAYy7GisBDV7az5I2FBziDkiZZEnbjIcGbpKnm/4g6u7PvC62x+7p8P3c7TC26FjZ21MMfp1LHanlvbgbNmK6UB0X3On43JI09Inhvti/W53Q/jEOgEmWapez5GkTR6mllFjwCSGEEEIIealADxlCCCFkDbaLhplsYSpeUl3ArrR14bxRjOGG8oosqSQYxixe36gHMdouhm2d82BA26EGJFg/7e+K57YscBiYdzhV7GMmS8JsfpPHQ1lXd0O2x6Vwb/2d4LKvi9zpOgvbSR0MI9ViGSwY6bgFxhmtS0EDWbMYRNMWlT1UhC3Op/04BUcZwO4vh+8XboUyWOZNiDF2+nUaVNXDPell0hJVQQ1kTO0nw7VX90OGTsiOWCtpI9UsQ2dx0bxMBgPxTCWtFA0h1g4xlmRjHWNOmhlr471kcfpWoyHAn9HPmEzQjDlgZFy6XRsYLvQDw93FclucysG5eL2BqVr2Qoy/Tvjcyhkeivdk94ltBD8PzMiIBbN/YLDoRlF6UmagzbLTlvTrcQ9i9M3FzxOnwr5otDH5H27LwuvBs7d2igaUihpvaufjc5x+Kny+8Ip43cTkla14TxXowzZeoXFLtB9ifUVjKsTJ1H6fQNBviz2IkqUyww8a00UN3gnIpqaeU8kfBOvtnAvblg6BtE4DBqNsajipZcSxU2MMptB2cWw1aWjzOYhfuStcb7Aj1l3a1tiYJW2khvVaEuTZshGnl+kr14rtMv/a0AUZt84zTOAh22DbH8SX/vCCihKh0fhDIeptLlq9dQ542bkl0PadC9eZOB6PWbglHDOcgYHfLNagP76gaX93PhSPvXBvJ/ts0bFH0LmyMuD9l7ykccBfs+2hjrFkvyxCP9YnakEXw5u9Pg+Dwp7QSQc7i4FXU0gfbvrR+mLctvMrsX6sHnsHwXPFtMrgIVJRvW4uYjtEmB/o52RnjGrs9fHXSjTEOFza/efmKJitoCjjzEBNNwbrvXTbUi++iMePxjzE7rbgndJ6zYVsW1cHNvT26mm7HizG80w+AtGjlaWXxyDDjXZ4uWPA3JoGeE52QZBdLdvKV3Zk2wZ3RoHqpJ6nrB7x/o1cPVl6ZKxP9KCwuodDYr8u1m0f0n9JSUkAACAASURBVH6PL4Qc76jx9/shE4F5TkAZLUOCrED/1kjw089gH43HDHda1H5ojxq1f7AT7kU10/XT8blYSuZ0Kj6XWi5VthTI+ug641/W57HZoRePTQpw0lb4EMcgHJe6p6Au7tEJbQcnHHoN8GKrayBkrMflQ2HHlUPwjNrgnaeTpsoO0F/rs/ZL8Vn3ltWza2d8vi1t1xj8uYz13iOEEEIIIYS8VKCHDCGEELIO20HDTLYwTqIOW5syLm5mhhw4xAwmQ8xieTEs+KPlN1EL7OpuyApnC/EDCAK6EleYa4uWDS5ezwxZFoxXJMrJx3F9Octi1z0ZrzdW63Q1rvHK2JSa2HXLjF1oVNCFb18pGnHyRjPznEBvmOKpzciBhi1Rg9PUU7FuFm+LFutzb0iL5TY5KKQOr2l91lYwoKmWH715bNEcvCmW9+p9gPwcPSJSNWIOdkaPj7pKdmtl8vsSY06ufRW+XZ+kzCimbXK1Hw0lybHwoFOUvd8QjGMYzNaMlJiVdbwSnkV1qdwKmkxrWAAIPGzeBRXw+LK+gpLr3lPBDWx4Ywxr0GkFY06tJH3810JZmyvztMFtFpB7hGELLmi/Bo+1BFKQL+8yIzJcSINOVyDlubOUzTA+mFfXGOTYWegFkDyf268foI1PPRLqc+lWCEEwEZ+FGdNy9u6sv4LhqMRDKzPOlvXr9cYMeHwmj8+NPToe1ZdjGeaPaFryaZTQ6znADmX9OT82hm0DMKQlXSiEGryTvXBubZPYr8cqz093xL5iHmrYV6y95B0J7O/GS8W3w/xr6/sAEUIIIYQQQgghhGwyNs5DJs3LU0xCcznN5FBXbpNT7Wyb2xFWRZvdKBewFT1ctR0NVRcI7vfNC/Hay4fDauDyLfGYqi5gTxyL+60c0nLBwly1F/4xDwEx0ZpT1TiamJpsWC9aXLKlsJzIEa4ztBXSopUmhTSRWaBQ0C6lySXfiYhfjNYEC8ibHIrLuZbyMqfV1eeVwPJx+4RqdQ/ElfNTb4OC6zWbp0B+ZCvYIFmyoKgYjHgM2uHRSihvejyaxVb3hxVd1D6aVC3XtixlJFjmGhdhdV2lTxisdqi6E1yDNakNBkQ2q4x/OgZJra8jB0oyzTO0CQtMDfKc0QOwHG4sx+dmx+QkSyrvaIKVwfTIS3dCfT4eZVVzR0JjN0uNSKxH1GWbVTSBejSdKloCBjUI+mvPGtpRon0U6zGzUJ0Czbfq1+tdlAMVV+z9CMTCaqFpXIAgy4dD/aze6gv7iUAbvgXTu6o2Hi0E2jbHhyAYs1qR0rlY7hHIl0zbjPaDrB/m0iQW+3em/Yd0kTgmeDNVoH53bOcB6Z9+vXQ47tYDy3RVVYAJxEu2QMjd4/HcyzeGi59+IxYifG6dBp1yC+5LgwNjWlSnpp8Etg20f49PxP7d2x8K1miO4diiBRL7urw4RsZ18d5tCw0zIYQQQshmYbvMvyhZIoQQQgjZyngnzrKy6d8EAtiaUSsnbdA4WgLBS73JDvbFhegsWyYeqwvnHhZNJ46CcWN/uOAw2gqksaALzIvxPKMpDS4JC9qt82Hb4i1gaNHAnPXleD5bqE6jfUg8pt8rCdbpdMG7Eu0eUtNFbAwcaoYtDO6ZmvwH/PytrjGOoUkSFu+CxXzMwqi3lTOqqRETZV8WL2w4C4GF1RBpsdRERFZ1cR2zkZrUQyB0HQY/9suhvPXno4VgsD+UN8mVVY2iJZk8PRhCnEq2PJQhrWnGzypIXmAR3mLN4SL8QOPOTX86lmvpDeEBTXRAXlUtBsq1TK3JMF6vdSKcr39DfBZI6/lQQYObY9001CjWqIHxoG7GiLitp3Xc/VQ04C28XoOvtmIDq2ZGq2L/EQG5GxiZrZ2iwTgpac+JtiF8PmM1stVPYXw8NcpCANhqiTQtF1PSF9ua9dchSGusH3oQZYxVsuQwY6UZtBqxfS3eFb6vn4V4g2OQq02OC+eJ0cihvrRvVuAxZ/0abTxWrzkdo30J54O2bfeHQ8uiGvyrsF/3eDjRCLKrmvwHxzwrz8pBf+luuTF04Q4Irm3ZY8HwZZa2FPqrXwz16E9Dv96thuQGGtI0uDHG+bSxrCQjLLl6NtBDxuWC7FqfQI8EfPnYBCCdjoNDU1Ol1sCTojRauGo466CbG9wSB+pqvehVk9TDALXs4jEzj4Rz9/aCxlY9A1YPgC4Vgv6O1XulOQedVSPbj2DikXlGQAevoDZ4OWy/4Y8Xsm3HviXoUZM2dBB9kSW5iN+q/VuNA3qlDx40qrOt1oqdr2wy1no2TsYshXO9g15K8II1jW4bospbimvYz6lXUT59MHga6fEJDP5VPU9/F0xi7FlCPXp92WBGgebF+H1jIVznQgfao5YNX4jOhXaEL8YdnwxlWHhb1ARj6l6rx6RkErCwEL0BLF357FRMTdyEl3t2bDu227nFTuE8bmblsmXAbaNbYnmnPh4mBxffAp4vdZu8xGuP1YvFQcDcmUfD3+E0atbBQ0brcYj1qM8VX+TV8+GFmkyC15Q+c2wH2B6zdO2rMLGd14wft8Tgz41GMdMF9o9eM1wb2/XgiL4UQXdv9Yj9ZDwT2h6m407TODkYd3RfnBjZSwz6d32t/t2Evppz2dJzwr3U1WOpAhO1gQYtltzEN37fOWmZOeK29pmw7/zLwbNLx95KC8cJvUYnbssFPVZPLfQ0Mi+n3Lit48cAxy31huztjm0esylkcyx4j1wuM8a1INkGFhpCCCGEkM3Edph/bf07JIQQQgghhBBCCNlkULJECCGErIEXkXQbRPknW5g0yl1MIpLzybTsQuCObtk50gZIXTTDSaVa9JxDT2XfD9fY95/jtjOvBy85k8yAl1vaCvu2zsRjzLsV5QD93eqJOwFegCoZSSAGlx1rUigRkdEUlNFir6GKyeJ7QeaiiefDDks3Yiw69c5G2Zd5/IH3YWVV45wtxP36B0IdOpAIQRjAKB8Dr9JaybPo79LzQAw5i303noyeq1OPh2MX74D60iKiFyJKmrxmZhpDGZrHgmfoYC+0nHpR1lKWEaraL0qWrLpAHZZ5woYTaFn78V4O/nH4fPLboyelxdWruqJ37XAcf+b0VtSzdRGySd0ZNG6TTSxFZDChHtlnYjzLXiWcx03E/Uy+hGUwadP8A/GeDvxu8Cg98U3gwW5eqOBYm2I96P1XV0ECpg8wQaWOHj+uldja8TmeCfc/nIGD9XljG8B2bAoG3y+2q6VboV+XnKevHtUVqHdrz2PIVOUrdmwsgvWR0c7Y5lono3xpmGi/AIlUpu8pidtXK+nXyzeAV3LDyoIxP7U9Q0YylBiZDKqP92Je9yAJtHGrOR+32XUS3G+vSthaRXnlIoxfOLaeflCzJ0F/Nu9uHKu9tlkPsi/z+B7Ogqd9rTg+27OvrWysL8d2mX9t7IIMDM7JWDsUPOzafOzols6rApo2k5NgCsYs0CMGrVX3/fQGDFqLkg47FhpaQzsFdOqVG8J1dv9dPPbCnZajDO4LP+uLcTgdz9M6pxIBkL5kgYCxzw+hPHqZ42+fLmzD/VIbuWAEq/Y0FeJq3K+/r3j/KQRwTfRrfPFNPB7qdOXuWI+tTnjBoE4WX0CW4hED9A40OHIFdOimYR1j+jqYVGS685yGtah7HU+pZAlTT46Kek4cFFcO6ssB03aqDGYEAWxtMJ94Jra3868PI28DntsI6tE0zxa0WkSkdy5IjOqzsR53qFSp2wAdfgW0nwrKmKqq1b64GCVLcydC+2jvjtInk4ag3AdT151/fajzia/ECcbyLXodGMzt/jF9odVdFXS4WM8mk/MgobE+Xl+El569TzFor15v7GGyBC9ASxWK8hyvgalbEKDY0klWMCAs1IVJ7AZH4rW7D4dZ/PLLQA7XskDXsQjWX1FqhQFux9r3kjbOkvR8X0P/zudo1PuDCUVNg4z3Id1slkYS5eSoM9duuPMRSLN6n2rrQYpkEyGUbFndeYjJML4BflRcVL39KLatsQY9zqdU1Ltr4A80nXSeiL+oxjPQJyrFSRYhhBBCCCEvZeghQwghhKyJ2xYaZrJ1cV7EWYgr81bIxZ4Lfxq4cK4zRD8FC6MWtw+MDplXDcQba50N359+MBpdMNOiLXTnguLqmutoMm67+UOnRETkzFv2Z9v6u0oWZbUIaJwZzoS/ndPF4J4iIuNOiWFMi4vBUnu7i30/LpwXPTos2K5I9NKxrHW5ssK95zxD1Hg58XSsTzOauAmIz1ezYL2w2J1aIGMIjPqysILeeS6upPf3avxBWITPGWTMWAqGMvPOMc8IEZHVfeoJUC8GlK1AXVvbQyOseXykaGTB6tQ63vVQ/P7ENxZjxJkBDD20rH2OF8Aap/fSORgjP3fUi6VWLRrERESaapBYPRi/X70YjGIrKzFY72BaDQ8lMS7RW+TEN4bPuz4dn8XFe0J9evB+ysWeHhU9NMzeVMX4kONiv7BjsQ/09ph1pxjrDuMo5jxM1NjWBu+1xZdpnLkuBijWINwlbTIBj7CxBo2eeDQ+n+Uj2rabJd4u2D12xO8tM+5gB/SlVtEolTd0Baxf+5L+X2oMAyN3A5KiWh/wJX0AsbZdX4r77f1kGN+e/ME4vqV2/zheWt+EbeYVIxKDUw/2QHvoFgMeZ9lKwfvGqUG6AdlxR1MWizCWP2uH5V3lGrI95l9b/w4JIYQQQgghhBBCNhkb5yFTza8c2mpr53hcE+rtBcmKrjR6yKiR6ipedQksM6bY2QmShZmwKli7TAafuAIMy6JmKIHV4dbZ8Pf0a0HGojt2odzDqDqQkUmR0EozHT6jjtn0yYMZKBdkaxqY5KHMO78kMxOeOzsHrCJjykhLZ+hhZb1zKnxevjWudPfuC5lrWqCtNTkMypQwTaGdEeUJ9UZ4HqPdcAtqSWscg3SaKINQ6VjurvQ6tV4sd0OzzAxmi1accRdW4yfxPFLALDEVkCzd8IlQ7mNvh9V6rcfhSlzVHy7Fz/Xz4SZGu2OddfaEDEeTkDGpXVfpF8iUUGKTnQ++t2N2QGamJbWCrc5HiUj9nJZhF2iicelV72F1f7yvm//fcO3n3wr9rWk6VtAC7y9qnVF/b+0M+2hzTiWE8HyHainBTGB+taiTrsItDFW3XpmJFkJrW9jerB6xXWIPFpXbWaYvEZHeffp5Od5/58uhTrGezKqAGYqGU/H75sVQdst+JBL7P2r/B6gNzk4e/rgS3bOISHNeLRvwLO3cedmYlgGkTY2YzEl6u8MxOK51j2u5dhfHRCTLPAXjeQXyw453a9yBQaxHS6+IWvdM8oXt0sZ8eFgTT4El9pC2R7SeVUsKeQ3wEuWYhBBCCCHk2rNd5l+ULBFCCCGEbGF8RWQ8oQvK2cJ5XBGdOK4L9fuKRiI3xACj4XMFAjtmsaz2x8XywS0hvlcVZREYdFUNSxhE2AxiKPl57nsOiAjIi0SkqraNQ5+Mi8GnHwiGkQQMCPYJDTbNC0XDmC1si8R4c0M4ZrBDCtgiOMZYa8ybDivuZ4E+0c3fqcGiCvEQp5+I3194RThm+U6IaaZSBTQ+mBQGjQ+pWkgqsNrtO+G5rELcNNcLZWiCTKE5B+XWhfsUrRl6e4OZuKmr7caCHIuIDGdMxhT3S5rFxXOrQwwS2joPkjK1M83dXTQupksgrxiFh9Y9Fgs7UPlLdTrWYbsdPrcgBqJJlaolBrHwRfi+E22HUtkVjGy9HsQzVGlUC2RmKzdqPD+Qslgbn7sb2qQacmq9eA0MEGtyMDTqZGUBmZL1w6wdiki1b+eDg0xaB/2/onKv1rl47GA2HjLcoca/I7E+Lc5cPjC0bsMA0fqgsZ0mU9bG4dmqQWzn5+NzXLhd9y+593BfYTv2a9NDDtHgrY9lsAP6te2OQ1TWr+M2M3g7iGU92InBj/WYPtZ7+LzvM7G+zrw2tJGlm+OhPR3fqjHEpIxtbMQ4kBWTJ8J1YWwd3KJtrQey0WdDox23od67dp54GhvnMT7j9OPhGSwfgjrUsdXeI+TFZeMWZCo+pwt0K6b7K3o2iECAX+hjY/U6qByMo1atXtSTGh425bWlGngVguxaI26di9uW9OWVgKeFRZQf7YULwYBonj9TT8XrrR4IBRlNxQK1T2mHw0EXtbzmQVCi6fUwOfIaUNa8EERElm9UKzZoJjvPoe5TO+6OOJnp7wvbWqA7rtgAgEZzC9oLA4XPfb78Noz0LZodYQR6SA/eKVaPmG3BSOHFWF3U/aOUVxKduHm0pNdKBnPwRLBsAA2InH7yDaFNuCQe23k2TAJ6+0HbOQveWbeGUXWiEeu2oV5FNdTUav0MkivvgnYMnse8bpowwehPhzImvThh8XNx4tA+pV5FO+N57F7x/vvaxn1jHY8E1C1rPVaW4cWk3TWX/eJC8blaZPnRDghADe2jWrcXfTE4LAZRTjIPmXhuVzLZwjGjqUGB0wbU4/3hGfphPLdTz66px+M2698iIqPJ8HniGExqdIyz7AMikF0DJy1JsX87CBhd1clWbz94p2hxO8egf98azo0/jvo3lDw3yLqw1AyfmzD+9fVZ52TpXievOe/D+LmhQXobGIy9G+oWx1trm7VzMGPXIiYwecAfQtlkCDySpGTcJ4QQQggh5KUCPWQIIYSQdUgYco28lKl68RoQNktfCtJSs6AnYPCoLZvHCkjLD4RzJPuiIcLrAmy9ZOHbl6TOFRFJbYEWzl3T1NCggswyyHnwsBjqYvFzfw8Wr4dhP8xCd+AzoVyWRU4kBvoVEemeCOdBTwCTS2OA1WzhFy3pls0RgiBbsM6Vg3Co3su+z6IBJBwzgjSzF94ExrBa0fOlzKiQqqGxzABWKjmFFNWWlncAhgIMCFpRabh5b4iI1FQtjTL9wc7wd+IYGCYm1IsFspZmXiK4wK8W+UpUYeckq2bgQBnvxDOhPCsH47nT2VDJg1dFN4OOGldq4FFkmSpTqJtxUpICvgQ8pq7GxUonulGMVdo/mAG5roZcqMxFw0P3RCg/hmiw+0QjKvaBRD2FckFj9SPG4LUMq60Lcb/lG4tSj9ZZNazGhJ1ZiAMz2IpIPqV5Fqy3rB1icPBqoVyuTEZu2TDBAOM1s+WFN0F7tpTfy7FhHPirWK6zrwzb0cute0LvCfq1GdY93pNdBgpr4Qvq4LnXWLB+jc8nft77+dB6Tj0AHlqz4To4RplVCdvzuBM+WzZekTgOjnKeb3pdNJqDgbRmRj4who00w2UKRkULDdA+CdmK1fMFx357H2A7HFv24Ba0kQ1iO8y/tv4dEkIIIYQQQgghhGwyNsxDplLxUmmgiDZcGt3TcwYAXSpKD8CKt+o/G5BWzlZc0UIwVPnCCPS5IwgObCm+KhA81KQamLov09p1QG+qq5O4SpyTRnXDtefbcUX8xj8Mf0+8CQIBzxYDnTpYdaxpXVVgdd+CEY8ruAIfzon6ULN87IdV5Oe/GVZSJ8OSZ6OJqeqKmsBUU9WNYaV4PNLnhppyTNeY5eKD51qysm5yktxqO0hjzBrR3xO/tsDDAtpOk8HganUGXq/k/nxJusrGfNxkVi7UN5tUqQJBpFvt+LlpwXpLrjcE+cnKIEiIRrAN69nAwNRmlalD+7cAtmV9AiU5YISUnoRrN+ZAQqLWxzbcf3+ffqiuU49pSUpQeB7ZM4LnZrGKMWBuqpY6B+0g1z5K0q1mWlu00NhnDAIG9VjV89fqxfShddhmn5Mm9NtG6LALd8WOe8MfoczN+iNYeMzamevfGqAYg42rtXNcifeX9iE4sFp7UpDfHfx0KPexb4m3WpnQNphrE/F7i92QkxDpqwCty+0TYdtwCupbLZ4jGBPrrWKQ5Vx71PJ6qNuh7teHd0LlZGgo+B7IvR9M5YXHbJBkyYvbFkHlCCGEEEI2C9tl/kXJEiGEEELIVsZ5qWlMLlvIFlj8HdeLi5tZ3KrD0ehQ74YF31p9bcOYLfgmJe7yIjETXfsMLF7rx/4eMHipscDDgrYtymJgSq8LtqOJeI3nvyFMcY98NMYdPPb2GMysp1nlcJE7y6QH1zPDgAdpg2W787VYiIEa2jycb+LZ8Pf4W+AHxZQumjfjInWl1CgGhg01RKQQa88C81YgmGimwgDJVSa/AsNEZo9CewqUO9VMnyjxsgyXGIDUYvoNZkrkNtikMjsJ6r40WCoYVFA2kV0XYtKZEQdjIDY7oX3WoU1irD3DDGAjMEaY4RbrFbFgyvUGGmuKcQHNCIFGAnumoESSVbXC1kHqNu4WJSO5zKjWv1DCllUolFWrBJ+Fgc/MDh3OoEHMIizjCeEY7ZwejZ9mRESp1bB4bZPEYBy9LEg1GG+qVndgqE61r4+b8efq8bfEz7MPh79Lh+MxZf3QYkpiXMLyfq39DAz22TgBY+SNH48V+vS7woPzE7FN2hhVKRmjUEJkOUBHILkySVn7XLxPk7iNpjBYN7R3HUtKx2Vou+NmuF4PDJ/tZzUgOshCx/rMINFrZjSvNXEjebHY0AWZ3EC1qlGwd0PjQV2dPvgmNCQLXIqa0Cw4KngXDAahN1eOxlTAbhKOqVhE6Vi2rCHCWJJ50EB6XGvstVp5gxyPNaAm3Mv5u8MEIIUX/NDuAVNGg7axXmZB10EjBY8EO2I4DfenL9+Ld4JXUCsOHvUSba15WiToaaSDxmg+TmAs+K2bhsoDi7VlTKgsQOR+DeDa3wuBPuvFl2VOx6mDPmYwqNicEFqt6Y1bF+O20WS4XoKDMV7HTolBffUlksbYt9GzYRVFurr/OtruEQSRNo3y6mp821aeCW3T37qSbWu1oE6Vfh8yCTw1Fcp4S5xcdlTDXKsW2+Nly2j3AIfYvaaNYp34OurTbRYKF4LgsBV1xck9Dw24jP3NgtHi8/VV1cPnXo5F7xsH12udKQYoTidVp1vHG4TYBefDcxg0Y92mM6F/tCAdtWVdQK8ge7ElrViGi3fG/mF9fFgyGaygt1NJMPK0avp2KCs8N+vjqCM/f7cGnm7H/t3UdnT5MUp/KGF2Ex3rUL+flI2TVicr0AlPx04zuCm0TfS4a1YtODh4Ptl4A/1kMKE/sjAeAnhnNTTgcHqdAvmmVPgSQgghhGwo22H+RQ8ZQgghhJBNgHPuoyLyRhF5i/f+Yd12j4h8XETe5r1/2Dn3oIj8nB7yf3nvP7L+eaNBKdFFbfOAEREZ7dEFUTBUjDR4awWMSWbQqZYYxkawWD4ehOll/XhcsEWJtlmbRx0wAuhaK6bttUX5MVjXLcsbZnszEtg20vOden00ziWw6G6pcHOBZusmaV3bkj7GqKV2PbVyoyXd6tPDdU2SXmbNFokL1SjP9RdDPdbAcj+eNVktFMJSmi/H/XZ8MXyeeznIVK08+DsHHWgs4C54PNhaeWMh7mcBfvHZzj4RTnThLjRMaR3CIrtdo74Ujx1Nxs9WJfXluM2CCK+XYW+cSe4h0OpqKGTjKFSYpmdvTYGmGhhqO5bHJrJtKzdpdstOtFZczgByaVmtnvCeEg2u6+FZYJ1Y4NcUDBjWrmpgMLR6XzgMRjK9LXxmFsw3582i7mbYdsvaBgb4nn0k/L0IKbwTS4mcyxAb/mBWxaSjhqEdkNq9ZGwxo1XO+66F9aDlBo+wEQSdzva7wn49svEPqsYCBqPHDY4pXjNJ1qE9lI5NagRLwUOrqiERcMwzmT+qdOy5YCD2ykXw9Dqk26po+LsyY9io5P4sFXb9LHjk1Yp1SF48uCBDCCGErIH3ee9BQq4V3vt3Oec+Yv92zt0rIu8XkU/Cbv+TiLxDRJZF5D87537Te190sSSEEEJewmyX+deGLcg4l1c5mDQEA+Z6dKHXFGeVXCDY4op4oiubKO3ofjYs/y5BCjyUCyQrYd/xBKzC7grLyBVMM9bTc67EczvTqoJEpFIWTxZWGk2Dh3o/0xLWz8ZzewjMayvEVSjPWJer8XI1tYKMdkHSvixFI6xsolzMpAh4r5mFCwIhz+kybRN0sjuKkgSUUJk2N0H5meqb7/iVGDH25FuCmWN1P5ShUXy+KKvJAu8uwTG1sLFzDvSQ58PfxZsh1eU0WiisfmIZ60vFNID2PZbLZGwWvFlEZFiN1ymTlQ20HfnVuN/EXcFcMdGKVplmiexo0IzWg+W7wjNePhMtNUvaZ5pt0K6qXAYtQ6jjt3vI1bcv3n9jTtvWGK0oJmOJ2xoL8fPUc7oiDzkiV3erjG0Mbblj2vF46sxacxk9cudU+HzgkxeybU99345wL9C3qu1QT6gnr4CEKNE+PFiOVjJr69VdMN6oRBL7ifWdfLBh+KiWZA/Sr/r58Nyxf9t5UIOemJ4+7pb1bxGR0R59xmC1qqgcDscbs9Q1wWKHKTvNMpLCuCYzmg53/wiO0bZ8HqyJ2ncq3dgux6BpntSxt/cAWIM1EHCtWhzLc+O7tjM/gQGBYZxphHvNhSXY+u9oso1Rz5j3i8iPiciH4KuG935e93lORA6IyNGS498nIu8TEantKjEbE0IIIeS6Qw8ZQgghZB22Q5R/sul4q4jcKyJ/JiJ3iMhdzrk3i8gV+Yx77z8oIh8UEWnfesBnC9MlbdlrUE/MWFfVoLFlGRIRM0RgZsvmc2Eht78PjEWwKFudD/v298OtaLBbvF6q8arcEkxX28U4WbbI6xwEKq6FY278/biI/+g/goUprY7O8/HcyT5dLAajkxmg0M3fjBMoGRns0gV5uM/BrJ4b67AkxlhOkqHGFD8HQe30ttKD0dBYrRYlF5aZz2KyicSgpHs/F+tr6VDYr7+zKKcRiVnt6hBQ9/9n701jLkmv87BTy92Xb/967+l1NnI4Q4rDbbhIlCjTijZHjoQsChQ4UOQ4NrJIAQz4h2E4cATYgQ1ESEwksGDEkAFHkmEENKJYEixLomhSIikuM5ytZ6b3/va731tbfrzn1Hlqqrp7ZjjzmwbemwAAIABJREFUsZfz/OnbdW9VvfXW+75V33nO85yVl9293D+n/dXcZQkEkBB7jzF5CNHzxp77Hgmc3lV3vOFxPV6sShAKZuIlWN4WQwXCiPsWJT2yXidAhAV77gLTi5N8W7eieitiwcTM9CIQuFcc8TBb0fMF7TKBI+Mlg7aGd7gmD6cKmPAe+5Jr2/AEkox8nTBEpN+xWmiwYGlgp3wfd54EApb/9YBsQ/+45o7b3rui/XRwVsYa3GgmUfwKU+wUCHgauIbjGI/XykSNHgP1dDi/+D4DKZfyGtbYBlLSe2vzWtqKEqLJKW43TP/T/2Qv//zCrziSFKU8sjbhvBbJEq5l8ZI7dnockhNkPg90QvpsqB2vQh/CWt3k9XZxoXx9QVBevwtrOh8y7UMf5/uAsSBfi1+xfr3XeBjevw41IJOCvjhbl9LLOrgScKtf/QMuL3sE9pEFFsbCInaXgMaz8YfcSoYO9lji1eOB3T6pIk7JVMAsnFnbtWF/RzMS5IWjWdeVCvcJKrJ4RmeYsW+V2ecsgAwZ2EeGHg58MbvECS5VBnxY6GTCTU7CAybBfuRNuFDw96KxxQbVgQ2X8sDo/p9rbIkovOTuQwJmzdGGu+4X/qra9Qdjd/B4AzI7aphBxPd6qsduX3ef9x8Hs15ecCbH4fq4afESHK+CiccSv93L/NDq6bbNP3V9uvuE9snSJXfMGx/ThwiWBV4Iow8L5dl/4ba99p/DQspIMLuoMgOswtQW7vWZf+rOc+k/0vGfL6SQcRYOtI1H/0R0xrpt9Xl3H/Yv6LXWOBPp4DE9dF4NoKPjMu7DWOiXX8SiXtmboP8Km3qvwUObM1vwQYHVEMY8V3AcZTKnYG0JXnFvdIuzZaNbIh3DGYzrxcz1H45/vysPM/RK4H9hPuE8C1pJ4XfuQJwhg/M2zxCBDJCknAGCz8KqF77RGf/NP1MzYrwJcO78jyZw2V9ec2shrmvS3hH03eSKWwuzFmQAwTo75LU3g/V4IRVRvPKx8UVonX0Odn9U31Sx7xfrPLai8pwwGB5EZFn2D4noHxIRsYzp72dZNvI8L/Y8b5mcZOkMEV37vjXSYDAYDAbD9wTLkDEYDAaD4Q7IyKM0s0CQ4b2H53m/RkSfIaIjnuf9gyzL/k3Fz/4OEX2RHHfzj9+uf0zGpMTsKMg6myxbhCCpkCDDU5CBkZMxZalydqBExWyTA+zAlBNUZ0v67vv2umYrYEBYsOi4fUZbHd03Ls9FCURXVWF78RdW889eq2zeGvXAPJevDzOBclYZSVphixewSYyH4XfToxxUhjZnTLSkoCXF7A6R1aOBb3KMSUNgu1M5JlS1lNLUYvhLRDR6zH0en9T+r43ccRYbQBRh9UvuhxjKiMevumNPTgBJIVLygikpE27AuIth6BSImSGbz7Zu6GlDyAwR8hWzZlpcEjiaQgVKHiMxyLBFDr35dT3frY/zRiC6FizTvx0DL9lKKENPWFa7+Qfahu1nuA3Ajojkugnkn5j14jWJ8W4AYwnl49c+yeMFjK0lK8UDSXnIpbQzGKiLZf4dsETda+53U5j/WYc/4/xB8oOJpeFZMHkWUgv6Ltx1fZK0YE5xVVa0jsh6bltwXSXRcZPtJFAmzqRMhuQkzKV8fjXKxJm/KGd33G1ey/yPejCWOmUyFdcUItcPmNkj61FckSGD5b+7G67Saj0sn2PW0fE12XYDwltAP0C7ZpvcVliDo1DIMN1F1m/MhBQ7gMFxIEi532dHYd2Kq+fIe42H5f3LAjIGg8FgMBgM9wCyLPtrt9n+C/D594noE4fVJoPBYDAYDO8dDi0gk2VEGchPgj6b496m7N/2h1iHCKxBXCHfmLOZb30HtIJn3bExHV6kNEREzaecwHK1o8xMKywzM1OOWKK0Z3iLU/Y7YBjslfV0KUQSva47DsqzJEo5XQPJTvLWoo8p/C5hFqReUYYsgSgszSG63y73ozBc3g4IUtcWpd9Jf9NlDe/7p6b55/YHnK6yD1IDMV6ezkEr+orrR79eLqdJpJKGBdzD8XFmwJZBLsYR6UUdZFP7PBYgehwA8yOGylFNo88xMyyDx0Af+yQzYFO4FjYWRb0qwmOtcG1P2331h/jDvh5nPHTnHhecrisOiLdKbjuc+uoPsWb4lm6LVphRAKPXpK0H332MteObum14UUx29eBLz7vfRcvaj36HmQ5oV0GKOKzzPmUpEsrcxsd5LIBspsYMLa4DEU6JzPVZ4wjMWzY9DoCZiI+59ozGOuejV6CWJo9X1BILA4LjP2pUSMxEEw7ziQrlWMvjYsFz1HuL8xuZiwTWhxbPD2RhhL1MK5gLlDbFwC5EfI96myrZXG67PqlaB1s13bZ7mlmTb6psLDmv89/neRZcgVKj/Rq3u6IMJMxvWfNRyx+iGTuPo2Sg9ygrk+HvGRL6/rBDBoPBYDAYDA8rHob3L8uQMRgMBoPBYHiAkWWeyi4W5dT53B8OYs3Ds7wNvLwSJlEgdk8x+8it/LnuvPusC+SioSma+vaOuIDwcgu8virS9qcRG7Gu6Qv59KoQY2XSCCHB7WRJj4ueVyJjiFbRb6/84l9V4TOXfQGxkRNMcIikw95XUDFQyAkPCUfo43CH5S9IbIiv3hB8zsZun+A4kBTs+RVgBT++qdOOBrP9XScB84AUCZE0FJ8vCPbvsgmsyM3cgVzfzOvafiGkMjR2lfMAMZOwAXP7lm7berYsc/KBAHnki+7cr/8YVLdsilk1NIsrtQ7OlO9nArKPLGUfSr/6zyEh8NIKmRweWyRSKCtKWI2T1XTfY39c0X6W26D8aOMrus/oHH8PRKCQkRlci8f9Pt8EKZK0Jy3fx6xRrk5ZIHI8baPIr8JNGGstIcRgrHFVzSlUvk2uOblN0oH28zWj12M+7qFd0gIk9HAuiZ8hkrsyDnBuVsltqua1zH9cE2r5vAaycCko7VMF9A4UA+P2CSXDlnj9Q+JLMAcJp/jpDW8AuYhrK8+vla9ov+99gg3Rq4zYYb2Rdd4H4loItKiC2E8rkiMM3zsONSDjgx7WX+YFpqKkLBFRxpMVF0Es45tvm3NmB7pDM2PfgKyY8Gm1HV/vOs1er6Za4iYzw6gjlZK0sxh0z5e4hPGRO0frsIR3rV1+QEqGgQ8LDzrlVx5TTH1x8vMkrHQlhwwJnLioVRYkPDnP/6a+HL30V9x1L4aQNcPXtfy4OowvwQuV9CMu6lHqjj0E5vvW0Xqp3ZgtJdcaQRaDZF3UCiWeOUMGdaG7XAoYs28Kx3b/zuEejbjiAPVgAeQX1KShfXfyv/tTIiJ66dd/QI/dKGf2RJnqYv1V99Ba6Y/zbT3O7GgEkMVTlUGA5bMT1vBCptHBwL1Upbu6LVgtG1THYLx88u99mYiIXvwneg0Bj8O00Cf8GcaoXCsu8BFUtZBkMTQervMLIj5Qo2Wet3B/5R4V2o2lu4+6PlvraEZGr+GuteZrG2UO47g8gIy2/et99wGyLyQT6QKM/1d+iccRVvxIKoxl4f5XzUOZozhvszs4xuM6gOuDuPbjnuLqH6EZd9Ux4XxtXsM6p/SPmV7d9WMzgLnF96EOfSvbbr1fjxd/Q7Nl5mykjG79Ga/Rcb28fuN4kzW/UAq78Hzgfpwc/stARg+Hy7/BYDAYDAbDvYKH5f3LMmQMBoPBYDAYHnAIGRGw8WsKsl5h3NH8M23wZ9CO5jJDZH5Zjj48o+fyOBDrT6E067lh/nmVZZLduhJjdb+cIRNwlH8OxFg89AvXQ3RnttsrBLbR/JMJlDoSendiu8vHzrMzqFheVje6bcEQyAXJ3AEpqQSuiYjO/UtH3rz08yoND2460gUrU3bPHRBRkXyQLCMf0kWEzEHSZ++EOx5WNcSyvUKgJCGWWuZrKVT1ZPNS6LbgOhMuwLjLsQvlvZnY2L+o+2ZdIDgkawuC+XuPunanXSUU8vbAsaX9s3U9Xn/FZXf0mjrmJDMhqLAeINJ7JJlaRETDmSPcBk113vW4vHbQh0wH7hvsw7z9PW2/kIdIUOxfBCK0xv0OJGPe7zDkpHz2AjJpQjHrhr5ZSHYHkLZC+BQk0ZBFMTvhrmsFyK0+9yMSiylTRvOWXvMBk3KDXTXmlvGcdLXfZdy/+FeU0JRy1UhUBTMg6kXqXkGGJTA3Zb7eVeYsxBmsCULOFshCJNPnZbJJfovnq/G61W7AHOb1rx2Ws/0aAWQoiWn5pl777FXNlkm58iWuwbIuJ0jOe+U1PeN1Hon0/HkA66W/LxVDS001vAuwvCODwWAwGAwGg8FgMBgMhkPGoWbIFAgMkd9kt0njl89pOeKN0geR0AjjQ0TkjV10NX5UtY5rwCB0ai4SiRHJkNPysbSWmAjXgFWQr9GgsihFEs0GXCtfeJWm9+2gkgG6A7KKoCgRpH6BdEn0hJNjGukNdtz3CZi6rhx3jMwaGCL3atq39aBsajqLHbMQJXps0SqGIGPCsm+iUURNo0R5UX4k0fwEpC0pExn4u3qtrI2OIQKecrnEEIyFhUlDZefgP/6Y+64JpTqb+gsZwyNgB5qss0Wt/ErD7d8EZqFRwQ7OUz3OLGe5lJWZM2szhhKDcj4cLzP4nF9DQ9sjhsoxuPUmdcdgBPWyrMi/zVgUEikIy/sUJEuiDYf7WwuEoQGZWgglN7lvmzBOOjyHmxVmtAuY3zUYlx6bQ+/d7OfbAtYu4/hPI243XEs+d+Dy3wlb8HbnMpEuKQVpmxwH1hvpv8p1iXQNw3UtZAF8UZ7EEiJgV4T9Qkb2Jqyz4RutwjmIiOIml2EF9i9n4dLymn+3Z8I76Lp3AQ9H2UWDwWAwGAyGewcPx/uXSZYMBoPBYDAYHnBkbw4oF4Kfxa+ISCv/QeBUvLCyCpPNcAJeVSxbGX8MyBsI5LariDEOAqcQYY4zFyQOIaguPAV6mUmQu6qaG1X8rvg9bru9ZKnKHPOukENDs7Jc9gXnBQnB4KwjXdpvQJXJi66f+qvqRSeVQoVkJLqN7EsMOoEI3GfJBZInSJAJKbZAiRcTKD7cC5FpYfXPlNU2WN1SSB80BE3qLJ2rQQVWIID8CoIv4WP7YBjcYAkIBvCnXHkTPQeFSFhuQmVQHn9V/UZEtODBNgnBEJnHCxrXRkw41EGOImNthkbG0n6QHwXin4fVK8EWzuPfhgUykj3VsnK/+/A72SfB6o18X7zCvRcPt7JUh0gNiltgNCtzGL3nBCi3qfJHHKROvtR5SftVxj1FOOZYnojkDR7ubRI0b3kOo3yHPxfWjorjYN/pPvq9rFu4lgmJjWS2yA1Dv0wG9oB8nR/XQdL/E9d3iyU9X9zhJAas+itjrKI/CzkTFc8I+cGdPBAN7xwWkDEYDAaD4S5IH4KyiwaDwWAwGAz3Eh6G969DDcgkbSxBxnKYEKLlkNIejDly3sSIvUiWIIzMUd+Vb+umrY+6fXptNe7CcooSCQ8hPT8Qw6SCtIcZApDazC66Yy4Bk4Cp/wlXjQnA8Cnl/VGmJNFOLD0WNMsVd3xkduRfMI7LpnxsrLwk0UuoBJOh2ZycG6OcHEE9OAvmVMxWNZaA1eLoeAskIhjZlb7F9DK/wixNSjf2sVwjyIoSbts8AslOpEZfeRMr2K6k59rThuM18NipSJagOtCOk1okJ/Q4IqvAc2xxYaIWVNZp18vsQAwl8WTcYiUgkSp1Qh2jtYp+wjGa/84vz4nmkh6n0yibg2FEW64BZUd6rbpPgyVr2SmYOzyPAqyIBueZcd/jwqL9B1F6Hpt1kIg162KuB8eGdu/tssHhhh5bxlYIfVc13loZsDp8ngmM6/jAsTWF8R8zW1shLyzMp6hiDcNxyWUpPSgfKFeF8zuf8yjTm0FpzFzGCesIry243tR4DcJ1KYX1ao/XMFzXqtJB8/vgl+c3rqctWGeHfcd2bXxZj7318Yp1m8r3SNb8ZKk6NVX6Nm2X9zUYDG8dYtabwdqV1tycRTZVpOBxv1wNEitJBpzdsfE1XRcu/0W3rQUZAw14Vwjzdxx4DuXvYcD6i8QY1it5l0SZs6x7uM54d6lwl1W8K4mBajXbDes6Szm9kbYrzx6Cc3jcT1kN38GKvyci8qF8cX3ERsZQ6rvWcf3Yhue7mKlihoL0a6FiaFZeM7Oxe7Y0jmrGTRPek2LO4pnXoHwx91NVZlLBNHbF3ecGysZDsQWA5xtnyLSv6b6j0+X3Enx0xOwLW6tXv98Jog4/O6FdIl3G/mrx59tlyAQVY7IW1EvHDvn+NCveBxMsb87tx2yY/DrhD5AO9MnkEc6igOvM5wpW4uR+x3bp2C2/f2EGk8ylECpfpk3I0NpXQ16BjDXM5JB2Fcpnp2Jmq2NXSrDP13R8rX2H1wSYC1ISHIFzSeYXGiLn1wzl0sUs2qvIfClk1cmx8e+niowQnLuyzuC7q6xHWab3bMLrVlx49yofO+9DeLuWPsY1FLOxBo+57af+te5z9Yf4nQpLtkvWE7578jqf4DoY8lqGzwh+bpQtjA3vBixDxmAwGAyGOyDLNEhsMBgMBoPBYHjv8bC8fx1uQAZNVLlEHAbkUvjPsS+7f6//GHzPUVb8nT9xnyfH0NXS/XO725czLilEKTkiuYBtUzaj3RuqierSimMT0FgUo8Oi0Q0hkj0/aLrvGuWsCSkjRkQUnNDocRUjk0dNsQzZnssaSaAMoURzfWBu0g4yXPIvRHg50ybWS9Vz+OU23A7CtMfAuIsGdzhXrWjYd9faRbYH+lQMgJH58C9zGzfKDHqyAMPgrosao5Erfg44LSGCY4+OsZ4amIxMGB3UPK8xCwL7StlEour+mf5/m0RENP8xLfkp/VPITKjI7CiYTPNnKWFJRFT7I2dM2/rcrXxbp77gfUEzDNcw4mtA2kn0oilcf8R90q1hhkzZ1DeBcSR9j/cjaXD0HY7d5ntZOwksF98jvFd4niGPGRxHUjKwngHzSndGPo8qyiTi+Jc5kUL2SV5aETJkcJ7FTS73iUzJnmtR2iuPkyJbw4cGhiqD9SHqBqV2J7yOYhabZNoUjIzhPLKGFdY1NniuB2WWsIqtRhS28C3G9VjW6LSFLHTpMHQkX/MhKygtPzPwOWIwGAwGg8FgMNzPsAwZg8FgMBjugofB5d/wYCOXl3BavjeBwLkEmUGy1LnCUuYn9Ri5VAmIsfqe+7z9FM6Rsty2UoqEEkyOSi+AdBhHLgB/MGrq+Y44qTMSNiIXSCCgHbAZarKrcucYpOHShmAIsqNNF+QvyHLkXwygc3+JtJeIaNYpJ/OHIyYkmqiHl0qXIHkZ6udbH3LX76GG/i2Wl0srJOkiTx3NQPbNElqUkSDRGHHFxTnIIh75NUcqvfS3e6XzZnO49p47Tg3uT43JHJR/xCw7GpyHIDtKJER+BWNyetzt06uQLKFkhLr8+z9dyzfNV1z74woZ8t3Wd9xnHnPFyxdUxtP6gR0iKkrYk4oxPuT2e3BNaSAWBvo77JMWX2s9LJMsmDkw436neZkQQ7Lt8V/bIiKi1/+ezinpw1qVKTYRjVvutziGekKI3UbudUcIKQWnk3EfDvU+LkQ2BSQYFB+lgOdX3ACCkf9twtycL1WQYPIv8vlisLyn15mTYbjvGMj0VdcPKPcSot4DeZWsW7iWdRu8L3SEEGNV62UVKYbYfkrbVd9z/0475b5B5Ov8MoybpPyMyFg+9k6qhH6veBjevx78KzQYDAaDwWAwGAwGg8FguMdwqBkyWGKtdsNFH8G7iTz4z9YH2VAIS+mxDEKMbImIalxmcXxGI7Qr32A2YFnz4icN/SyRyDgrsxkiUyIiujV0IXaMLPeaLprZCMoSISKN0Idwrd5ld8xFRyPncl0eXB9KFe6EQpSWA+Z5Oj+gByUTB0+AEawwXBBFb+66bbMTULKP+3k2UYnItOnYFJQXFdpGZenXwdxFg6dfXs+3rT93k4i0bN6br0uAEef9c2z6GqGkgaPZu3rf6qecJKMG+9YqysehpIP67tgxmKh6vE8CfVvrconEgkk0yqHY5AyMyKLPbhMR0dUdrUfXqJCGzP3yeFwAFbA/b5WO0+Nji+QE24AypYL5ITOE0Ujva8R9Ubj+foX0q8KIERnJOpsdL24pcxQ13XFSMDKb871cx3skkiXsTzCdW2d26+CPjuTb9j5ZZhLkfqArO87raeQ+47gWCQ2O/+ZV/l1D+yRrlFnfLs4zZkhxJAupdTe5nwDXATTrjubMmgJT1OS1JVhTc+ygwhAOx5usYaOxsjQ3ho7xxD5D426BMIOTCPoTSn/K2rv3NMyPbbdt0YJ5y+wsru+y5hMwTwnIk+rbLHM9qSbCh4WMvLsyUwaDwWAwGAyGdw8Py/uXSZYMBoPBYDAYHnDk5BEHdZu3QG4Tsv9VBJISLmyHxFHGidXhgQbYoy7LJ7oaQF36jvt+sKSB7zHIOYQ4qJKPzCCAvjN2XldIIGwcOyCiYsWRvM1Y8YWD293ngSB6FgLsLB1qo7ThWFnaIJ8K1VakMiGqioQshJ+1brr/jB6BH3J/ir/WmzE7whKcMUgIxu76J83qqlV5s7hBEZJiMxd8n31rOd+28oFdIiJq18r3BIEEwQt/nUm1Bci+WG5T24Z+fWTqtgVlsgr7UAi3rA/BfyDAEu7jbApEUavsNSf9EFRU+1k8fZBvu7HbL+0raFaQZEREM5bP7c3Vc02O04Rjix8iHltIsQX6uQkZMa24TiRWoU+kn4KKyl94vpAJI++GzhWR6GVALMt97AaDfFutwnsOSaSVtREREY3/fDXftvtBd+wE5CRCqOEf0DKfJ+D/F/F4DoCHjHjc13fAE1I86G5TXTGfXygX5GYXODDpY6yyxv/eTYo4WWEfQPDvW4I1ZfLp8v3JK1BBE/odR5xuXVdSdbvhyMuso+1qVpFhPA7HC10bZ1PtT1lvD4B8FzkXrtUxnxrXdFnnfZQn1crPiOmZsuzQ8O7h0AIyb+aGwzFrK8EQ059X3GRMoeGH5+aXddutT7uB60N57INPuG3eZWXpb0F56XHPTQpceMS4dTBs5dvkQbS5qotWVWYIssqi58zggtM6v6zAApxfV6/8YMD2YHlYPTZMJH4RKmig+WPBLxbKnslLSOuqtmd6mrNPupAhw5/jsS4A2zfcg2i2pvs2K0oOTuaQnbTtHmRHPqHGs33RnuI9uNsk52yJBDKkUi6bHmCpzuCt6Ryx5HDIutH0JmjN+Tg+vBR5/fIx8TxVZQBX29PSPt99wdXX3nhkL98mZryI8UIX3K3XV9zxTu2Xjl05Lm/Tn2JMi9cV11kTvaP3zT/psi78u9wWvH7pex/uR8wZFBlso1r1w9Wdr9yfRDpmMhhH1153+vD9dc0QaTfKD7MZZFWNdvjFCl8MN9yaUCjhzSXQW29ANghv88DIGOeZPNA8mNbyx0qQldcJH45TVV47wfVhxO2ArJGA1xb0J5Zj47oUYLYMjxVc17b2XIbMqyPNYuv33NjCkpBitj0eanaNd0M/H3zC9SOOmQVnC27+gfbj1kf5BxXGysEQyyzCPeJnBt7dw1Qyp7e1iTcYDAaDwWAwvBd4GN6/LEPGYDAYDAaD4QFGloH8miOZdS38RxGzqT5EPCXY7M+gIiOTOzUwoZ2eYhIMpLr7H2aT0MsasN0F09Jpz5ENtbBMykxGSoyIVH1lUxsr5rNIBkg2QlJRPXC6Cdc0A4Jl4c4324TMAzkvVqFk10/cJn0oAXciNfDFIP3yK66tk+PQLr4PG3+mv7v5Ccii6LAUtwtEy8i9rg+uq6HunImxVgUJMZkpmZO+5sjJ9vuVzKnK6LgbhDUnIMUyNv/14ZqD8PbHrKocGgDJ0HxB7/34fAXh2ClfqwCNUf3Q7bvaUbJmlxwZ8/p3j+bb9k+5LBc0N0ZIVsfBZc1qaB8flY4tRAdKhZMKm05PSKuh3h/JkOm8pn+SzT5w56qMVZB+T5DHlqwbHLu12x8HCTEfxoaMlwTG0N63HIFzcGacb2s3y/04ZYJ2vqOEt3RTekQlyHJqPMKRP3YXs/UhvSg0Apb5NT0SlL7HuZmfr4IEyyq6o7AmcOJAVtcfFtYU3oxrT24YDoSWrFu4lu1tufmMa1676/oE70UUuzZMh/q7GmRC7X+4bEYe11x7WpexrCVfSwgZgNzscAR9U3Of8RkxrajGanj3YAEZg8FgMBjugIzeQgafwWAwGAwGg+Fdw8Py/nV4AZnM03KJRBS32fwWInI+aNr8ueymUc/6gft+68PAJHBkXSQnREShROfPaZwV5QAzllDMSKOGNd5/eUkjvS2W4lTJQVAzKUaXRERT1vfNQbKz8W13rTfWdZ9w4K4rXtFjx9A/Phu8etDumCOkBZaGI6j1fZCfcN8uv6rHnm5WRI9BfiP9iHph6ZNmS/tR5FLSFiKiIcjBZP8maMXXzjjjWTQJrdKPY3Q5N14FqYnHkf4M5C7ZjEvedfX+1yui1RFEmmViJ2l5gkv5NyKigZSAA1mFGKtiu+oVmluU2oih6kZHx1bvguvTGYyd/QmwB7IvyMEeueCkOqgvDSs039Kncygdiu2Va8DrypiFxOufnnT/Yj9FfGy/gpkkUqYA7wfNyv3osaE0tmsaunuODBOyC/IZDYzrPLZQVytyuQSi+MgadFanvA2un8dEBGM55TmB86S2x+wCMqAwz2br7vtwAvrpTZbDYT/ydRf0zPncQg0UsK97bp9YiTpa5bVl6xzIqipKgFatYVjidJMNk6dwP2bcp1FUpzejDqVj/XOD0ve4PkSprNtQxvMKG/0uQd8OmIWGyqwpkKGyruFzhB6Ch7TBYDAYDAaD4cGFZcgYDAaDwXAXpJml6RruY2QeJSIZYj+vWH1K8yAyygHaNzgIGujY3/i6C8Ze+WGYDyyB8OtgKCnkzjkgECBIPp8yeQXEWMB+U62OkkCtFbd/vYoWxz54AAAgAElEQVQYAzJgkZSD/DGTDytXNfC7WAYDUiYEoz5cdFImnSR4n8C2PDCMShAOKieq0qKoIxIvIAj4UnafBK0EyEh8Jp3CEM1guVohBPalPUNol3h+NRraX633O+ICg/AiVULmGftTyKLFQvvTn7LEAyr9CWmYdEAuJD5mBcKtbKqaVATUUWbizX0+h36fcCXIOVT6q3M/Icki1RaRjNjoOanR4oL6+gmJOpjCTQNIPx27sKXH5m1IiFVVGJ3zmMS2ptx+KMSaX2dBYgOQfoqT8phMC4QYjz+8F1MhkbA6q/sd3ttZzX1Gsg0JMemHpZYSYg0eV1MgxMZsNIvtkrtcX9V9/dxkV69T5lwCc2H3Sbd3YwfIK/jLNWKr0ABklQGfZrECpBvPV5zD+XdIjHHf4BivDcr3pwNryt4ZJmqhIqf0XZnOImqhufkRR2hhH845aSCJy+8cIVT69M4pySvnQSJSyNT5mt7Hk7/rPm89o22VdX58EpIiuIn4jJDnRhId/rvQw/D+9T0HZDzP+0+J6FezLDt5p99lqUc0L2sAUYecwMht7rDD865uW/TlYLCIp2UTXZnohVK/kPlRZbwqi1tVaVp8YEk2zAIWRnQOFx1g80Vd3G8+xw8LyACq7/MC24frB3Z+zotZQSPNEy0FDXTAFRFkQhHppNp9XG/v0kv6/fqfu4fSyz/bzbflixBWDOBzo2mv9GmtInOBSDW8d9O6SgUAzC7CbJHhhKsCbGvWSN5T+GDhDBnUQ0qWwyyAF7Ok/NCK4B5K3842ypUQshY8lK64+7uH2Q7LepwO62yxcoG4zuN4W27wCwFkA7xVxLAwSTYMVlSQksRjGJejfV1Vw2tue7QBL7h8rXj90icLuC/Sd3h/McsJM0wEotPPKlzyRzd0DMacXbJoQzl2mMPyYhXA25mUTcfy6Vmb51aGDyZoY1q+rlmesaJty+cELDfnf9vNne0PaLtxngXcDJyPixV+iMG8ldbiA1f6NoV1girWjKSr224+x3P0O3p/9x/l6+vCAxf08fIyWahSEZazAVMuj10wEee+K9xzmFvSpwVNtswVOI7Pp+lfgt/xTtMNuOYxzLMeHxSeI1lFlpvBYDAYDAaDwXC/4HsKyHie958R0TIR3Xh3mmMwGAwGg8FgeFeRaqndgDMdPIjJSzJGCm+FCRMGa9/W4O3+BfcDLylnlRSCrkyc1IDQQVKiqpRvbl5a0fxCBTwO/EbAdufGoWCO2XydDVkvYnaAHkdk8HEbzCxZThtVZG8U5JKLsglynasgz4GXGB9zv8M+7L7uzGAv/bQG9jH4LoFmlNrWuR/rkDUTSnC9qg8rzHORXBRCCslFZOknE9ePybb2p1RPRHPTQCqm9oDMiSUzBEix3EAVAvzcnylUYPTAf9RflDM+pOrhOFUSIl5xx0FD2TZnISDxIFkzKJ8XCXQVGUtU7V2Rl7MGIkz6c4J9yMbK8z0laFtXWI5/BKTuXGE2hWvHPpFMlkLWiWRtYUZERfZHMBXyFzOPOEPmhvbhHhNi87aa7GImR72itHiv4X6LFUKlfHNhrAmRA2NtwW1dwBjJCRaYC3JbTv+OusuOHtF2Dx5xx6mahzFML5mvsQflxsNy1kUm8xr6P18nWtqHBxd1n8arTW4XEFVd1y403BYD87uRYRlfXlX2GpLLRTLUXVeC1Uy5H3HNk/Ub16PxkfLzIK8CD9NCnhuJb+Ka9wLvuFc5M6afZdn/6nneL9zmN79IRL9IRBSsLb/TUxkMBoPB8P1D5j0UpnIGg8FgMBgM9wwekvev7yXM9XkiOuV53s8S0WOe5/0fWZb9l/iDLMu+QERfICJqnD6VBRNINee+DbVqHIUq66S0LoyLbotZvdK6AVHBCcsvjpSZGZQsFUxWeTuWyMvPC9yMyGnQMHQ4dpHQ7I2OtguMeT3W980eVa1kxnSJmHISQfo9XF9eno6I8sBnReq/F5UlW4U0/z1ulzaRkqZ+f+WzrsxaDcqZNXZdP07OQmSazUMxmitGoY2grEUmujMTM42hH2eOddnfhUYCrRT2uSTjivZjysdJRtpPnctu2+iiRqFF+jWp0LAiCrpRZmqiFR0T9W2O4B/XY6dn3CANgU0Zj5T9iL6+QkREO4+P8m2rfTfIhU0gIgpDd3116Me7yeUWbNKLZr3DuevH3YEyBsELjhZAnXQIevL0DN+vGRgT32TGEa6fuE9mU5U+zSvaiFtE5kMgIetccsceXQAWb9ldP5ZVjPm+bV1e0QOCXnZ51elle01gcMIyCyb9WKsYg0REacb63LTMQEUDKD14yf0OWat87ujtLRj8ytzD+Uh82R6UCk2FGQT5ndZb1U3YubJmBGNgSHjtmT1aLgU63tExMd/r55+909yPHZ1bHWbCkKWpWh8DqW0Kci+ULIlkTdZlIqLaTdeB4q9ApGs5mh/L9TcO4IRw/SJZxecIMmkGg8FgMBgMBsP9hncckMmy7Ofls+d5X31zMMZgMBgMhgcBGRWD9QbDfYfUo2DoAqbidZWBwmH9Wy4ou3dBI9ASf59sQhBYiLGbsG3EwftjejyPA8hhQWIDhEeFMWouw6gw6y0Yh7KcJrsBRqyyS0fPNzvprslbgJHvPkg85JAYF2evrwz28bJy6r/IaXCbx8a16I2Ycmw6BlLs6mdcYD+EwH5zC4iWi+xzB6akIv1CyYh4rIkUh0j7EAknkdYUfPrYxHa8pz59wT6Qgmsc5F8GsouJBG9Urn4aQcW8RKooxuWAewHiAQkmoQnIQvqvuO0HT0Alw/OOkPGAzBCZWu2rvXzb9Q84Qmqpr6xvn8mctg+earnHH9xIQMx9VzTrdf00mCmBc8CkWPvPtT/nj7vzeC0Yk+fd/cuAoOm+7j4PzkMF0QXIe/heLvwyIYZjNxNyBH6Xy22QoOV764GzcMLnG1/XMo6DZe33zorrzx6Y+r7V8Rdw302RBCUmb8B3MDtwk6X/ElSN5e6UOUNE1LkB/cSXjASzzEOcm0JkpUhoBzzXgWj0cs87/ZmsE+EUvSO1DTP5DARRdM11eITmzUdd33UqZGFYrVXmeEHeV0GGItEohCYS1s3rruGhev/m/YlruhwaEyRWXnbt2n4/mK6LcTLMhcPAw/L+dWhCMC+BgU7qQj85DqVZwUW7te2274NOL1rlQdrEpyLvD4vbfO5GnA8GpQGWj5UHWoVpMz6wxHV99l1doPyzbmR3HtvTa4OJIhMEswrSHfe5UAq4yW3AOQZmlSGXscYFIGHdbtKEEs68Dc1Y6+wIvvxdXQmijh5neI6P0yuXDyfU8nKmxfhxbWK9QgMpix+RZiegyexo4a5/a1dZeqkEsL6hqyhmNMkLGb6EDQesXYcXpekz5YwVMUVNRrqvP4FFn93TszYsgDymvBVdKKOuO8/Kn+hDd/Rpt0h1IbsAS1PTmnNMR+30zSsu42OyqW9fG13OUtA9K18IYujHYeTasTXSJ+vwlrtHK0e19HDjo7D6MrA9I87y6n9F+2f/Y+66AywpLo79YEbrcT+iQXUK/ei3OPusqy9x02fcNm8X5gTv3+no7+TBFKxqG9B492Do5vVwpC88G6vuurugYRYTZcwuQoNfecEfT/W+ylinE3qc6WNsagvjTf6gacJa1b+kY2//MdaWQ9UO+aMHM9tCrrgRLDBrxB0nhnlJDZjDR/nzTNvj84uxD/0oZepry3qcbFPPI7r2wbfX8m2Lx1xaSr/iZQuRa+fRdwDMo+c7fG8ws+eoa08EbZA/etKaXsvyS3y8dchSXIOXfD4NPke86ndog8FgMBgMBoPhvsC7EpDJsuzD78ZxDAaDwWC4F/EwaJgNDy68RDM3pCohljTdfsoF6Fefh8p2Oy6YeuWz+sMFB8zTJlK/XKUSiA8J5M83K8gwUhbYh3mVVgR8Rxw4n10Fh84V167maSU5RKoeg/HugsvH+pD5kTSgAt5qOaLrMzFWA2lowNLKDOSrchysDjrmWqMN5euofVN+p9c5W+e29uH8IPMVYix8WcmH6QX+mV/OMkL2XMovI3s+ZlJsd1/JnJQzIrqrSovXN8FYlO/LDEix6b4jcwIgBcaPlTNW8owXIMVqB1IyGy5zia8FMkhoWUmRg6fcj4//jp7vxk+WS6MLmed9Cog5bvfwhdV82+KCI3BWgaDs1pWEq4JkxowWSuDsjt18mL+sJGPzvDt2/VNKiK1IZgsQS9OxuxfHfk+3XftRzliBsvEEUmAac6nsA8hq4J9GSzAPmRzzOnofx49xBtCWDtSYf9dsax82mRDzgATBdo/23DVPQY68uswENRJidyinvkATbs5ywzE+X3f7Dp4ECbbMhQFU39zVY8v8Qpn4eMP9iwblPhNitRH0IZ8maUPV0A7bLkB11elJNiCHNcEH6XTa4yyXprY75FLTWKZ+xn03fF1J/uiEW8O6LR2HMq/RxkBKn6ORuZTHJiJKttzchOWBZse4PWi2znMXybCTv+fWgPma3lt5HsR6e/IxhxmAh4WH4f3rwS/sbTAYDAaDwWAwGAwGg8Fwj+FQa1elUCovk2g61PVD49m1L75IRER7//2jug/LKQKQLIUsF8mgbGHEZqUFRuWEfpTIf4iGoiJjmGmEMHrVCUpaj+/n2zoNFwkOKiKXRFqGLAZmQDS4DYjoy2XHoJ+MM70dHkflz/xLPferP+OiqlhyUPqkoBfmj8PTEM2FgHPK8iQP+lEiu76PkWKOmL+srMo+l49MgWGokjZMI73+7RuOReiuKROz0nZSIyw/iBpB2R+jwWKO3DsF8hyWUKFBq0goZmAS3L6mfTFb5WsAJkZkHo1a2Rx1+sNw3553YyJ5Src1sIQdm/SmwBi0Trtj3gLJ1nW+rqinbAr2RX5uMELeHrImdaHj5PjpHXd90G5hyND8dwKyEu9lx3TMfljlYisNba9gzvdgmuq+/pbbhgzF6FG9//Wm+9yC44lccA4yr+GWm5t4f8WstwXX0q1BP/L2vYmG7G9cdXKwdZBstSruYUGKyJItgnGdPjrmffVeCrOx8PUepHORJMF4WoO5x2wVsiu5QBd08h6XCsX5/crPMWtS133DFpjsctsyWNbmzLalsN54rE9GKR2uV8KEjR8HWdmLrgpeck7b2OESondbJ3Gd9XhO1ZpgdM7njkE2l7BkLQv0fLLmv/6Lj+nvgM2W5wdKlg4LGT0cDI3BYDAYDAbDvYKH5f3LiokbDAaDwWAwPCTIZTYFo0iWqKxASny/hV8RERA6ECz2xXusC9X8uGpkekXlTiLpIdIXbAz4imRpAgHf1h+6gG/8nMqTuhx0Rm9AIWUS0BBl3IYE/Pv8ngaiZf8UguUpvxZ7B/p6vPKSu779C1BRrsv7AkEmQfxC5T2OuScNNPrl/gKPsKBVrri46Oq9WPoj14/D56iEgo8dA6VG+9uuD2ttvfa1I64/qwg1IiUxkDT0WDoTnNF70WSiAKUZc75/KUjYxC+tuaX9tfcMmyC3tF31Rrk9t/4SSJ9ecv2QvR8lS64NaIza4j6ZPqHH3r3pSDGUtSV9btdd+mFnoATOnKsxrj6xUzofykxEeocefrVXW3xNSlB2mmUSaTGHSobsY9d9A9rFEh3cM2DpV6OpfSMkawSEcHLdXUvcgcqmLJnBfpDqi0Tq8bcPFT23pT/XYTzUy9ci14/+f10ezwcfVaKuVquQO015HamDiXgT5IRz9tFEvzmWIGWwPogJN8ptll9282/nfTD/ubKn1y6vb1kP5vAQSHdeZzwcx6GYcJfJsFEdSMx/6/rw4JPah22+fz7oj4QMm6I/KaytGRsw++0yEVdY30TH5em2wVl3XwpyQr5V6Fkq3oC3mSqG7xEWkDEYDAaD4S54GBgag8FgMBgMhnsJD8P716EFZDKfKKtVlGwD1DV7n176ZSdVauyDHGipbHkj0V+MJAZcWnEGv1tc0no2ixNcmQfKMYoMxL+mZRTrbNLVhoivRBwLxZGwgs0BV3iCKGW361pSh/NJYaJ5AHIIYBjingtVvvqX1fxJzKYyYFVIytZhOblYzKugjeprRgGbUSWqoMklVIUSlfx5dh4kUq86pmX3lF4zRuOF4Zrf1Mht84hjApaggkujIsQaQ6nLIZcTFBM5IqIjJ5xTHhqI5VWdwMAuL50JLMjoLIwdNs9rQTS72yyzA2I6iCzBwVOuT4ZvaOfVz2G1JrdP6JVLU64t6w3Z2nXj8dp8Od/W6eCIdRiP9fozvg0bqyo1kmP7MCKlopAY+b25vb2n3ETD+yFGbFhutBaUTcmma+6+j5Z0Ww0q/LS5H3uNO5u8yZy6eU2vf1hRwQvLKcqYwXbHS+6+77y2or/j8YZrwhwYV/8y9+l5lYs1KxiqSOY1THaZO1hCsrGrnyeyxtXLkiVkTeOu64vC/O6xySVICRvQLpHT+fBcajDTMhrpOJE1KFzRNrQq1jBc1xJe6xav6DjZPe76uQZsTiwSs6vg9LapZnTNjjA7ZdYY4TFjUx/od7LmIwuI6xZXycyrpBEV+9RgMNwBvrKd+bsYlnvmeTo5ghJM94OmJgLQYpnNWUEmLs9hH94f/K5bfyI0nH1N3wuGJ7gEN5be5XXh8V++nG976R85vXkbDTODslQ7r3A5VPNVqcLZXNFnBr7jZHk5YX1/iNhMNeppu/Ye5XW/C+ua9CWY8Wb8YudDyeLalE1HocpcyCbBC3wH0495n2DfDD7ujtP5U+3D/ad5HYW+ya9pV58JkhXU607zbfm7A1YJhee/yFKTm7rW9864anzyvoTtxvc3eZ8c9yAThQ1pBxdgPHA1xlYLpMn4rOJneATvE8Mn+b30sr7Th2f4vQuMpsX8uAXZQ/1198wf3NB9b/JzvtWuNvcV89kEMiL6R4elY8v5sB+kSii2tf6k23elfef3rym8vySJ9B1khvCtzHraBpHe4/2RdmXwyJYMjdFr+v4x5m01KBtfqyixjmNon9u1fw3eh1fddWH1WTHX7n5Dx+Tg4+44jYqMqAyysvKsjAmuS/p1/3WZhxUZaPB+IF0b9SFD69HyXJestRDaVWezZbymGL6f7XFFXlh7ZJ0JfBgjvG61YL6OP+7eVy/+N9fzbS/8/VNuX6h6Kn/PhFf1HMmGHkfew/1A90n5/uC7d25aDn8f7j3B13kAFSzlT8sAHxJ8Xr2NhncRliFjMBgMBsMdkJH3UDA0BoPBYDAYDPcKHpb3r8MLyLy5Lzn6VocyboOLENnjKG2MmR2s6U08jVRLpDSESHWe7QEl5KIVjSQ2X3AMAwQuKdrkKPJJjf7m2ksoPyefC+XgbqqpZW3ZRYeXuuVskComIoWI+AIzdjhKG4FmMZOoL0QsPf6cYfVG/tn4JJxvWX/gcQZNcEMjrYvj5ewlyTQKgaWZn+Tr2tJ9030NvafcHv+cXn+d7w2aH8+5/5CR2R8p8yMZSydOavpBv8GZRpA1IUbAAWSkyDHnEMFOusDecBtRdy3a4yYY68q2FCLvci/Ds9qG0VfX9bqecVk8vQoGCdHuuO+llCARUfT8Sul3yTllhrork9L30o+YWyPZRdHX9XgrP7Cdf15lQ2UxICYCzTpkGskCiP204Ch8luhVoea7yb+t6kfM4pFzhyf1vt3YcZN5ARlny129ZmFrcBzJ2IpWIEvrBZ6P0MZsGZgGHsMNGNcyDxOY6ws2B8d5krSZBQOWJW4DmyOH9CrmaIbsKs9vX88nmW/I4BayhSSDCFgrGY+YfXfA2TJ716C04hGlQ+oV2Wmy1uH6R7e4xOktnd8e35rZaciAqpcZ5ziGbD++n8mBrtuSaTQ+V85MGjS0Pxu7YJ7M2u5CbcAH/xltMBgMBoPBYHiAYRkyBoPBYDDcBalFfwz3MTIqS/w8CJye/F0X/L70lzQfXQLQkSpLqb7LFQKh+ly87AK6Qa08R/wGEE3L2oD+n7nzoGwnYPnP87/6iJ4vcMFfZEhnHOSNIHg/23GBY6we2dlw19QsEHYQTOcAPMTKKZFqdhAYjnplA988lR/kmSId9yDmvfN+DlKjsbAYjN7SPoyO6j7SRg+OLQTZ8H0QDL/S4PYraXDkK+48l38CAvdVprFMviDhOASJdMTyi/ULSop1G1zBD8gcCcJjVceoxsRlU7ctNvk8IPFqMpmDpA/KxnNColYmePZP6/Vl/86RT7sf12qLUiUQ77cQT0KcEhHF227czK5W6zBSngO1dSBrKwgsIcewAmH4JTe4W88d5NuWpcJoRTXIqIIQIyJacD+h4XbCZC1WNBRZM/ah3CvsB+nD+gUdk9vXHYETgVyo10FZFch65Ng8rqZQ0fTIb7h+vPksGAZL5VccuxWS+Iw/xzMwQeY5guayUR8IWJbF4ZzLH9U+zlf3L1ZulC7OYJvP879WQzKMCUTogwzlakyIjQ+UvBKiPl7TcVOTqsAoIeJj4prXeL3G1wQyfx7ag8eASG2UybAEKpeKBJSADAu5wufwPHQYnyZt6Fpw9rfdvX/tx/WaROr6/ZCKPwzvX6bANxgMBoPBYDAYDAaDwWA4ZBxehkxGRBDtC2YczcOSgWAmJaa4aA6ZdTiiB9FYjw06F22IXLYrUtsBs+MVNbuY7fCgPNgkdQzBONXIubfrot/Zska3e0fVZLXD5mMNkBqIMRkadvmFcpN3AP4ue9O/BNIRMLCtsQxssQH9CcarUu0sAWNWGrjrisHUeLbu9vHAWErOjUZiMzD3E/YDSaMpG3rJv0REMX/OFtrulaPKbhxfcYxCpwalDf2y9EsM1BYEY0L+RdkIjIWqOGtuSohsCl9sCBIpMev12/q70cdu5J93h87tdfr/KqU4+KSLNPswJnImDWQz07N6rXlbUS7GfTaHcogpMyr9PwRm67NOnrIK7epCP7ZCMYcFyQ6HvP0KNqnQnvxL2Ib9XNqDKPTcdYcgtZE+xW2NI+7+7k00In/jsmoWvboY95WZJWQ4Fyf4e1hvCjI/njOzCZRH5XkfbusYzdiUMjmm8jNf5EcwJSI4TX3L3Y9FC6RIomPC7pTPb3UdoOoxKgxioW+XmK2BfhrtqzRuss9zb1XHhDCxKEXLeD2enC4zY4hoCiwv/9TDcqcsT6JNuG9L7nMI1yJMGZ4tGcEzQ8zIK8owvufIHg6Xf8ODC4/UqNGTDA0w1X7jL7p1N4H3MJISsLB+Rvx+lc10jrdeds+fORiJS2bB7da4IZvhe8iQi9kwrEOLiVtfFmNdr70hPwMh26LOGQxtKDIgmReBj886KKlbYTietwXbLT+rWsPhGB4/DPqv6s92n2E5fFv7NfWl8ACsb7v6XM9id83RCryryrXC+aIV7kPor8t/4U1tJn13WCz0HAlnIWCWTnhB32U3Tjkn5zZkcki2RdU7mJfiuwM3AV8Euf04lryKZxq+T4gUvfBewmMk7ILh8Wdcu8ZQkjl+yRnpxifKz+8Un3OcUZXcZihkPAdi6Lshv3fhccRsNTmlWSXNz7g+7IOEXfqwakzGXvXfCHnGFBray3d+Rb9jH/J5iu9f5W31U/z+BdYBw2+v5Z8jfn4HkJEjGS041mT8eQn8TRaU53XE8xrf08I9lonDvJbzegXzbJBEc5etfl37bvcDXH4e72nF30/S7uwu77DSn3jP/Ko+hvVvwplS81van3O+Vvz7KV8fcc1bc8fx4OVyvl5eR9MJ/C3AF+tPtB+ae+7z9ISeL+L3Qxw38t6Hc0CeB2j0G0k242G9dwkekvcvy5AxGAwGg8FgMBgMBoPBYDhkHFqGjJcS1YDt7L3m/t17shxBJ9LMmBB0fKKhJSjflva5xBpkiEgkOxvr5bXfAH0rl3JMoQx3wCXVEtC8phuc7dKB7IJzrmweal6rsmEQefQbMmREA40ls2PIfPCmXJpsCGUD68XjEWnk2ZtDZF2iqpDZguUTpYwtZh9Rz/UjmpoS9yPqOYXFkQwnItVXE6lRcm2obNb8jGMHWj1lDlb7TtuNJaxRl9wMJIujHIot9GPCZQVjZXkmUmpwqm1IBvq9jLMpmqeG5bJ2MjtCqDMsWTONivLYRKrdnf2UllTO5q4d44nqvKMD97n/PJhDny2Pne4lML1+gssSLinbIiUIWz+lGuUVbgP2Z1gxLuNMGU7p0yn2Y8SZTXPIbBqXWY3ZXTI25B42KSptq2NJQDaHxXavtFV/K2W8h1Ptx+nQMbON16BvuYRhCqtbbQisKGdYJKtw7hb37Xlgtyo005LFEQFblsI883k+Y4ZI1uBsKKAfhMUIIClKeieu67HnMG+ljLdX4YeAY7DNn3Fd6kDZ0PmqO/50DnOU2Wd/S7cF3BUJZIPJ2lI70DZOTkN7OIsx7Or5xBS84ZfnMq43MWvXU3gOYJnZle+w9vlMuTSjwWAwGAwGg8FwP8JMfQ0Gg8FguAMyun9SZj3P+2Ui+rksy579frfFcO/AS4jqIlHiOGf9QAOe87WySa3PwVQkdPJU95YG2GORPwMxRkzk+GMNTnfegIqVTlFSkCAGXFXNA7JA0u39LkhnTnClPCTGKuRJApy7MRinSrXMQoCdJfEBtFsC+onG/XMJOjSVgqn73egUyrBYdoPkIn8uSPJ7UCmQA9Uooc9YnlDfBjkoE2MRVP2TIHX7ml7Twfs4UN7Xc/RWHWnUOabbqsxgK8kcIMXEzHcGlUdz02UkGZmkyCDgvmDyYRpCBb4KMieEyLuQEEjcLLXctlZdx8iUSb8q4sHb1/Otf9314f6jpcskIqLlF9217jwD8lq2LCiQte8bl9qQm+eC7F3ajxYGMUvG0SR4uoBqskIyT0Gaz6RYVIN+5/4MgYxRUrNcVRP7UORh9SXdd/Y0EGLcj1MgFpORa+PSt4GgOV42fhVpJM71xTqToG2Q75xmWRSQYSJrRvPfBIyH05rMOTARHrG8uYVSdb5OIJODuUibwAiXpfFRqNck84l81XgAACAASURBVBS42UIfy5htN8pyyTlIKIWAn4N9Q8p92LoKkkU+D7Y/mAlJr20Yg5w8t/zYUMI2Psb3tIIMQ9lXwlK5FNYbMT/uXNZ9vAqJ2mHgfnr/+l5gkiWDwWAwGB4AeJ73K0R0iawguMFgMBgMBsN9gUPLkKkPM1p6Sf8/Z0bFB5/HFAyM0nr5fTI3TipEf8vnklKG8zZEjrsQkRy6zz7IfBbHXEPqwFL0Wyy1qYh4V7EGRBrFw/J1whxgxHvKcppkoNH75nW4HeLfBrKq5o47dnANGB5XqS6XF7ht4rxb2cQ82lsvlBdkOQTITxI2Jo06ELXnfpyPNEruAZOUcDm68JRKdta5dF6voZFbMZZFyUq1PAmulT9PIu2zXMYCUfv5rtO0hQdAXUHUX1xYN35Dzbau/CTLivrakVI2scrUrgZjsCjPiQq/I1LWqQnjaNxyxx731Iw3hdJ0+e8+AvIk7keUn0jb8HxV5q8YXRZGC8tUijwJSzZOBq5tJ/+V/u7K54RFhUZeVg3h3pLbf7KqzEqv7a4B5WltNhlG5kiMftshMHaB9pmMGTzOkO/RoA2lWg/cZ28G8xuMvBtd155eQ48tkjVk57J8LsNx4oolE4atMBrt68A0NN3n+gH8jodr1NGdG8J87sB8OwZlQ/vu86IFrFy9XOZSxiaOUfwsvy2wiTymxi2dRwuWHfpDbUPUZwPEE3BfgCkXViiskntBPwlLjZKlnAGD54APnyM2D196SQ90c3h47nL3OkPDmTGvZFn2W57n/c3vd3sM9xbCaUbr33Rztf2iMxu9+uNaa1kexWg0m3LGiw9movL+hSy2V/HsTtr8/tAFM9S+PuPEmBcZ69lRzobp6ZrSbru1CZ+fdVmvK0zoE5in8h6G0vA5ZMMshKkeartaN9w+tZFeS8yPl/YeyCW5vxZQHKF1y7VhcAGNx8vrhryDYWldfI+oyqKQ97DFErSf2XXMQkqb7jij01B4Qt7BwFxWngM1v7oNAsyGifgdDLNhJlWS7H33ufeS/m58ijOF4LnceMO9gw3Ow7t6T++FGDTjvRcpbnA3k1r+XdVzbtrR95ztZf48rv5zaPsHWQKO2TB8nLf6t0EM6SLyzJvj3wj8t8EE3r8WIPtvv8IGsauQUcWZRp2v67vP8CK/2y1rH874/QuzN+5070O/2kZA3jVnMIaGbXefR/AeK/YAeJ+nj3D2GmS5tdg6oRaWM02wLLSMPyzHDW/z+fzCzCv5W3O6qW2QbMAs1GMvOEuvcw3WDP6bbHYUJP09LhEPhRIa9XJ2Hr5nVY0HGccLuBezFlsswJiUv1HDIZRVX3XHmT0C73rw7tXk9gQV717YnzL+Inj/l3UerQh8/py0dNvp33KFQiaPqtnzYeFef/96N2CSJYPBYDAY7h2se573Vfj/F7Is+4L8x/O8o0T0z9+0zy4R9Yio5nne3yCixzzP+7tZlv2t9765BoPBYDAYDIZ3ikMLyERtj9pbGtkbH3MRQNHcEhEtg8HpzodYU7mix5DIH2bIyOdiCTLW38I2jBDOpbxqXaOnAesYmw2M4JbZ57DCRXKRlrNhhlONGI+3HQuAxrtZl4/ZAL3mcdA7cjlof45mpPwdNCHgYPXSK7pxdILbk0E52qOwD+vB6xXGtMg41WRblSa7UHYOyiayMWsL+lEi65LhQKSZMRg9RiZmwY6sg7n24w6X41u81M+3eWdcJk4IGvfmmsvOiPt6X/yKmoY3fxZKLvPYimPdZ3uHw+eQudI56QScSy3IpIGS0rWK8SgsRBMi85IhEEGUPW2XFYQ1jMKHchyIkPvl8wnmwGKNIavogMfm+EpPf8xliGsNOB8zQjd/FrJv4gqVI+jSm7WyOfLByJ1v/zWNqtcvuhLna92JHqbh+rRg9FsYe7wdVi1hEKMGsCfMJCY18AAAZkPGJrJutYoxnlRkyMj4wFLPWDa0dcvt072q83rnKbf/BOZgTphBP0XLzA7VoS3wOWFvg/GO3rdRw33fWdd+7PHYxHGCmUj1O4wZZGSFSUE2ymM/hDqUvqxkritKei5gbsl5FuAxkO25Mbr+Z9oGNPCNOaFt5WUo4dg+HNYkI+8wGZrtLMs+fNu2ZNkNIvrBOx3A87yvWjDm/oTnef83EX2aiD6bZdm3PM/7IhF1iahDRL+UZdlXPM/7QSL6n3mX/z3Lsl//vjTWYDAYDIb3EIf8/vV9g2XIGAwGg8FgMNwDyLLsL3ue9+uw6eezLNvxPO9ZIvqviei/IKK/TUSfJ6IREf2h53n/LMuyqHQwQBp6NN7kyomtDXcuNN48cC+8J35fg6mXf9QFm+MVkOoIUROUJSMYiNdteG0QYOWfxg1thNdkE9RmWQ7QrCERUQ6gR1IpEKThIgERGTMRUX0LKuCti9Ontnu26bYt+kDYMeeQQIVPMbgMVJ1LG7/9HSIi8n/yyXzbActx5kf0d0lQliz5cE21vG/L5CP28Zz7M4H2S9C8CdJWkTnfzbS3Sp40nKsUaX/kOsD/hpIC0wuOFQyAXAz6biiOntbzZRVkznSTZUzQfjQC3t9l+TEQgI1NRz702lARMSxLRoRwwLGS8hgqEA9NJl5uo34VMqdeYSBdqzAgTiskcyjxGk7cNc1vqWQ+YwmbVCkkIvKbei3Tx921VvXh6Gmsplpuw/5ux53v5dV8W/q0IxaXuyAtZ0sBlDHVK82BFSlXkEyhPydJBeHN19JooMSGScAKiQ2SYMTHToDQScc6xxs3Xd8uvaLtW/tXbh6+8V+9L982PcrSJjTS5kPOtWtyyV8GY1LkbNnrOhcGG9o3DZbot5tlOTmOERkFfkWyQNpEo2z3uXC7eV6HsDbWgUAVgr0qEQEtNGI+aKF67p77fOp39Hi3PsTXDG0YPO2eG/Oe2c++F7CAjMFgMBgMd0F2HzE0d8qwMdxfyLJshz8+Q0Rf48/1LMv2iYg8z3uNiI4T0euH3zqDwWAwGN5b3E/vX+8UhxaQ8WOi3cfBaGrDRfvSrkYZ51DCizgi3nxBKYnJo26b10N5kpiM3tlgrgC5sW/xBmO0OfXKEUcxliUi2jtw0ehkoRHE7gbLaqCNIoeYz6G0XaLHqe+5/ZtbEG3v8u+WwayV76DIIoiI5psi7YA+AWPOGZs1+WsQWed+DIBBqTKHrUKG/nVyPtin6n6keZk/MP6KtS92p4492HlFQ9frF9x76eYPXCu1EeU5w5mLYkuJQyKilT/Wz6NH3L/JWWUHus2ySZvItxbreq8HzG5cfUPlN+vH1a21yyxDlbEbsjJicIrSr6xCVoXfyz4FdofleWiOKizXCJit7WtL+ecWR/M3z+/k24QJQUNEYRoHI52D4Rvu+rvw6r/3CTDrZQM5NA9s8JhK17SfZM5ceUFpw7Xzu0REtNpS+Q3K3KogY6vACsi/d1kG/ApDyEp2CxjX2R4zdlB+MtrUNkarbNi3CmxOxSrb2HXnqY3A0HKDx/JxYKjaYCLH7FIAxn75vd7XezRjw/CVJTXWRiNkYRHfcgoo/u4u+3gV/ZjLk9AIkk3Bmy+qJHF61rVx+9NQBhPKMPoj16f4HPG/9JauwGC4r+F53o+SkzH9Am9Kbv/rwn6/SES/SERU76zc5dcGg8FgMBi+H7AMGYPBYDAY7oLUKkkbvg/goMr7iegXsiyTQEzsed4yOcnSGSK6VrUvm0F/gYiovXEqSzmWuX+Bqw9hcJfJsdfOwjhP2aPqu1DZ8KL71/fLAW3099P235mcqcLd9pFANBIIUu1nOABdEVd8qa2pvCVYB6kBEx4RVF6SCif1gR67+4ZrQ9SFAHpFoZFL/62TSMxX9RxS/QWrPiZcZm9eUSmIiCj1y2SYVBTFfqeKvqkiKfQY5cqLi0JFUA12701cP9b+n+V8W+0/cKRK57lb+bYVbnch4M5E4+RA70XtptuWNqANG0yEtaGyD1S19JmPQ/+x8dgF8bd2NMDYO+okOFiBUqQiSA4Iy17ombsRExX7yHHiAsnGYwm2jWVM3lCJV8AVxHonBvk28V7DSoTzCKR3TGAE+9rH4i8ZHQXShiVI7Qb6urFM60i5XfFvbeTbbv34PhERrbSVqGxWEGJVBG3VfC38SshdvzyeEdKHKIGas4Qt2VOCMRzB9xvu+rZAVjk45+YhygmJp1cLSO7ayLVndBqIyC63FSpCiZejvwHekFD1acHyswVUkUv6ci90TAZvc75W4e2sp0lFhapo5O595yVY08+663vtZ+CmxCxpHAG5yL6Mjd3Dq26Zn/sheP861ICMB8/qjMs5e6CTDMHAVCZu9CSwpVtsRooH5XUODWoFuFgmIMbLZm5Q+RP4nrNJUM9cVeJWHl6oU97f7eafAza1Xd8Y5tukbfhgENYdMxvW/1iPuf2cWwzmJ/XcUl76xO/ptoOzbtvoEciGYYNi7E/q6qIQTbg08bZqWD1dl/Va+IGGGRnSpzG8wGD2jbwgLZpQmpH7LPShfC4v12iIvDvW9oyGXHL58Zv5NjF9xQeCtKeg0eUXsjo85Okn9H60eZ+DvU6+bcoPKMyQkcyOBpqj8gvnPpTqO/imvpnNn3APtTYcRxbNGF585GGLeml/UB5vUU3v67zG5QRhXZKHP6bzTXhszZ7XF6ket4uIaJlNXxsVc2YCLwHSJ+lC2917/5778AEoLznVB6X0fRczZCq06mKE3Hxc23D1lmsvvnytdjRbRsxocWGWsYVzNWFtrAcPkhj0wDHrbjHLTeYmjnV5wcd5QrxuhUe0XQiZF4slyJB73X1euqRj5upn+RwdXBTdP+t/BC/FPwLG2zyO0ERX5gL6K+wPOLtsW18Ck1Wt4YpjXCD9F8N6JCbCPpReTNlEN4F1Mq6BBwTcuzcfezzUbBhiA9/oSe1HMa0uGIYHYPrLpujeW8oNMBjuT3ie92tE9BkiOuJ53m8Q0T8ioi8T0e96nneQZdlPEdHfIaIvEpFHRP/4bv4xBoPBYDAY7l1YhozBYDAYDHdAlr0NiZfB8D0gy7K/9qZN/7TiN79PRJ94W8cNiBZLzPbzUE5rwHRyRTc0E/WYGJu8DwLDW2yUi/NhacbHA/NfDhYj6YSfiWXdARJjfL4YGd2wHOTNDwGB+NEuB86hWZ3jLhBdRdgREc0jDqCDXLj/Xa6UeRFMVbkCZjDWtvZfdvu0dpRouPkx7l8ItPtsdpv2NWaWjdgseRsk+UCKSbVPzDiSrAGsBClkiTdDcsH9i5UHY2a2UdotwXzM6NgfQ3u2HGG1/tMqbd5suvuM1UaFVMN7MR0zSYPVTy8yKYDS7KucWQDmxnclxThwPwg1wD//JpM5jwHxwH2IWQSaMaBtzcfavHqcCZkThXB9ck1AMgkpNgUbguy7jqytP6o0cr9ze0IM7w9WIPR5zvknlMAIpF0jzXSQfi9kyPAYqkM1UJEwD35a2zC44vow3tDxsNzRFJOqjKO8WijM15T70YP+TLmtMVS+jPPjkW4TmTj0ocwRyTQjIkpPaMabtDaF80WRa+Pqt3Wf6Zr75eACjIcOG4+nFfP/g7DmsfFwA4gvgnG6YJJvDNLxwY6bP+mqHrtqHRJiENe8TNZGWG8SXt6QDMP1NM9MQtk9H3N+oHMlGLhtk/dB1iAnJGRokcBrSgqEW8aWHfIcOSzcT+9fnuf9MhH9XJZlz77dfc0q2WAwGAwGg8FgMBgMBoPhbcLzvF8hoktE70xfdWgZMkmdaHIU9Hf7bPTYRUYFGhaWSytGm2wYeVWjkGMpnQjml1I+EJmECEp8hftu+/E/0qj85b/ApQkbGpmV9qCEQiLsGAn1IbrfYw1npYQKJBISRa9/W+UQB5/TKHqrVk7fXwRun+vPaUT83G+6fV5+RNsjrFYIpr6o3QwCJyeZDVRqMt5x7UhBhxkyE4ER1/nMtSEba38+8q/1PFd+hPuxCfpXMYyt0NuOZ3otkx3ti6OnnMFrG6L6Vcark8jtf3NHTWuXl12frIHcRWQzuD8az17n/fdGIOPquv0bFUbHKEman9P7NnnJsQyzU7qtlt9LKCnJ0pZspP14+nfKWozXfwLMmIMy4yhjvcBQXHaR+QDa1a6QuWA/CjOD1y8R+5PHdvNt3fq8cAwiojlojndYdob3o8YG3rIv7o/3d3PdaapvXFYj53hNr7XDxsuFczPTJeOSSEv4nfw32p+v/6T2o0i/ELmsDOb6dI/nFDAzzR6X+IR1CedoEpf100e/5O7Dqz8D3gZ9dy2NFq5bbq+DzwG79S2Q1T3trieEc8s6g+uNrEEHB3ov90C+tFh23yO7J3MTTcY9nuMnoQzuteeYEWuAZBHWliR0xylowCcstdvSue6fcG2ogaxS1lscy2h0XednBj5HwAf9PcfD4PJvMBgMBoPBcC/hXn//4syYV7Is+y3P8/7mOzmGSZYMBoPBYDAYHmD4EVHnmguuDk+74GZtAIHTDlexhPdeCTxjADpmYiy8BpKRzH2Ou2ViLEWvLpDWhJw6j5UkJ/wxrgMRIcFykC4JKbEAUik37VxTgkAC1ShbQe8wCUD3vqbXMnyGSYc6GPNy0D0BT6vRafYqg+BzXtqvQICxLAK2pX2+poFGlCOQL6Ur7pghkH1yaDQgziZssrkN5GOfzV4buu+E24AeYfl3QIrF1zWIv3zW+c5hhT6RKqGPm/j37e4reVBjCcdqX0mhRkV1vxFXZdyDKpAD6CeR96B0S4iEJshyRmfd72rPK/FwwNuKfcj3Ear3ZVPXfpSHIBL+M2mO0hqW3uC4EgKrfknHUnzejcUutDX3ZqyQ/gzGum90oGN75eIeH6dMUM674MM4cPcA70W4xkROHQyk+T7ivY2POUJscEm9B7eP6bHbTfBkZAhZXfBCZE/JwtoiFUtB9iXjGdcb6UM08M1Nsftw7bAeydxMfZyH7p/Zim4bnXb/Jn2QE7LfJs7N4TOuDbgmjD9SXgdrMCZzn9C+yoCmO24+j7b1XtT7ZUIvZn/TGPuQ/Q9b17X9sw02kgZfyUXBg7dMhiUsjQz3wLT8OM+VepkATjKQ7XG/4n0UyHPkAcW653lfhf9/gc3xiYjI87yjRPTP37TPLjlH25rneX+DiB7zPO/vZln2t97OiS0gYzAYDAbDHeHdNxpmg8FgMBgMhgcDh/r+tZ1l2Ydv92WWZTeI6AfvdADP8776doMxRIcYkMlqRPEGFALgCHX3eZDNPAm/54BlANVRJIoppfKIiBocjZ5BJDev3IQ3ECLiUnbv2qfQxIuj1iBtmooUASLjKUccUSFW76kUQyLwMzQN4+j3eKLXmnIEuPlBLX3XrajMg0ZpuZwCzv3qf+gYjcYeMBYsu4og6luUBrjtNZB5Rdye6S1lSHwuz+dBgDSNvVIbLn8OJAZS0hD6ezx1DAyanQnL413XKHTnvPaFGs4Bm5VwtZaFMjo7L7kKRxuPbufb1tuOlWmHZWaHSNkdqdpDROSvu/Pd2FeG5fqWY236fWXcwgqmCeVgixXXZ/4ljYpP1rnvsVwl948/0+PcfLYcifZnICvxuTJXrSKKvQ1Vhnie1eB8cxiPIk/BaxhwdSRhtoiITqw7hmy5US6D6MOkiEM9jkjD6lCF6vJ3jhIR0dpFNQcUZqZY1tN97qyr1Gz2Sl8/H5PIPsjP0jLjRU13HByXBPc/ZiNEZBIy/lpKniJqKzqOZO6gTKlQMpXXh+aeHlvmKBoc+sxy1GplliWrw1z+oH6/uOnG1N6KXleHGUZkEGUNqje1n2Zjva4xHwfLOsp8xopa0gpcJ3MTUOjvaArz2mMpHjDhzevu+/lZMJGTtRzZHJYnxSA/w+fD6BxfDzBEWfl2GQyGCsRtou0Pus+JMMMwj/vPu8k0eEL3yXjpwmecvA/Ea7p+NC+z0S9ITJNWBYsaQQli/ulipVxCFdePSEpTY7Vnrjjpg6TR29T3sHxffvdCme9srO8PtctufRl/RJ85zXo5q0bevRZYUY4vb/SInq91kyXtkOETi4QcGOm81G0bpO172q70Br/XLsF7G78LZzFcM/dN3IE1kZuYgcnpjPj+wGNSqug1Lut5AzDFzeXQKLVOufLgXPfZv+qe0d1juu96172DtaBsclhhCitZBsFJ7WusDrjN96oFmQeSXVA0NHX/zje1v5a+6vpwcKFcghxNXH0ek15c/QefP+VKllASXO4p7tN/2fXnwRNYGdH9G6ERs2TpQPunA9dWzNRYP6mVMftspoz9Ke9LWE22ye8Q2yN9/7xxyb0jL0OZbSzFnB+P709wVOeC94JWkN0/5fYJGpg5xtcEYy1fH2BMSn9jhtyCMzpQluwf8LzBV7de2ZwZzWflfQ6rvco8HD0C65Y0B94fJHsqhPfVjOf/+COQlfUqZ7ucgr7uQDnroLzWBV1+n7ul7zDR1B1ngdU15VIWfnkTrI0yr/F3mGUlmVzeFNq4wybJp6Ct/HUK40/eZ9OJ9qE8D4Zn8H3LfcZ1nv4vMrxLMFNfg8FgMBgMBoPBYDAYDIZ3iDtl2NwJhydZ8jMKWxDt5+jp9GnIroDo3IX/yUXbn/8f1vUYjbLmbXaUGfktYCTazID3gJHAfbkdEGTVhA+I1kq0sLYDukeJ+vb1WpAhl1J1KZjeehzRrG1qpkHv5IHbBpFZv6I8H0Kiwr3X9LuDD7rIZ3YUrk9MMa+oJnnWhghutyJjo8k655Hej+Cqi9pH6xCV5+yjAPSc3nIFE4aRW25PBCy96HWzY8p8IGMg5RfR4HPjN9226X8yzLedft91IiLqgWGsZMZgVoyPGTIcaq6D0a8Yzh5V+SztTtz59reVJfDYhDfrAbMF903GTwozq8eR5slxaEOd2a46ZLFslsc3wmPBqA9GwO1rbHR6rNyGGZRDnGUapRcmIeuCEeyaY7RWwaBX+gT7SfoU+9PPMPOD9fcd3dZ6nxs/yNrUft0Z9279DJRVrDA/xvHh3XTXMO/oOPI7XB4U9bBrZUNtPy2zAclUx1Ztm82qYZ5kXXdMLEeY63zhHmDZVuK5sjiv15Xy/ktf0/sxPFJm43zeFEC2Cxr4Nk6660LN//CyYycz0If7HWF49dgelLKlAWvmr4BenfsM10lvme8HzAlJjEKGMYOsGn/oPtcm+r2s0bjgLtjoF0uNPvEPXJbb8//jWr5t+jSMD+6XDNdGv8yuv1e4103lDAaDwWAwGB40PAzvX+YhYzAYDAaDwfAgI8goYZJKArQFM8slDnRONEi6+rsuaLvzQQhUN8oEzHzDHa++AwQbm0FGQNhg4DhZdcHrBN+zpTkoRaowro3bLNcASY+k8k8XYPQ7Le9Lj0C1P5boNGpAFvK/lZ4FsQaDw7H7fnJGCavF0bKks/6Ga0/SBsJNyMIASTEg58TU81UgVY4npd8RyzmyJZBmyAcIgIukxAdZRzh3389BzhBCsHs4YkIKrrn9Dbdt/mGVJx0546ow9hraryKtCb0yyZRCYr5InLuwLwEHO2SZ/3RbpfTNG2yyuwEyE5EQwbgZnXLbWteBMODbPAcpSFqTf6uD+yJLCqZ6bLEIQOJNzodtSAbu4LNU72Nji2UkR3XMNVYd8dBraz9gn0g/VZGMKFcWWVjY198NWZ60O4AKmv/OEWITIDwCrspaqKqKY+OWu5YUKiymTEx6IAPyVl27C70pYxHGEjFp3boGMqZVlrXhGOe5FIHcKRgCmcbkzwLGw+hxbjdIytqvufYv4jLZjZLMvF+BLI8e488TJQPT76i0brrO37cqSNU23B+WZIW7YMXA++LamPK6tqggwwprI2gQpXIxjr98juCYZDIR9137mvu8/ay2dfi0u48eyrFyc3O0+zC8W7CAjMFgMBgMd0BGt/kDzWAwGAwGg8HwnuBhef86vICMl1EAEceQo7G+D8aSqmigN36VTUYXKlmIWIKx+u81Srn7jDvmYlWPvf5VF73b/pRG9uotPU9dTNugeXKz51B6TCKyGQRUM5b2IIuEUVOfS4p1jyiDIOwLlkmTcxdMmYCdkHJyiwrD0IMnNbJe4+uqgxmrlNXLVrWJMZiKzdk0Ew11U5Zq5NdHRNmsHEluNN35mmBAHFYYWqGJ7IRZju53ddvgKRfB9pBx+oZGnBfMwKz21WCs/Uuu9N8aGJvVmfJAuVd+jBSjuMCucT+ncGPl/uM96jddhLgGUqLpkhuDaAzog2lXfcAmey1gw/jr+gHcX2YNxWCaSFkeRJX5HB5Hjo3TqH6FmYA+sEBgeNg84fq2BcZurYoxKn2ySEAOyH0nTMybIfehGcA9YnNZlJVNf8nJzlbn2nd7Q8fg1L+qErH5+3SfdMUdp/9N7fvJs+4aWi0w+q6VJUtoYDxbuP6ZAuOSGyHC+PeYXfVhfouEqnFUy3kik5LPa5zLvKYcPAnziefyAkx9pe8awNQF0M91lhOhIV/UdQxX1XzLoCwtSrFEnphNcWHja4F1pNEozy35hOvSHMbo6rfc9u0PA1PEp179kt633Y+w8fSyru+y5vd8XTsRImWLY3T3PDzJksFw34NNTcVUHM0oA1mzdfmlweeZdQXZZsZr16N/9Sv5tpf/l48SkT7XiIj6r3Bp6jVgn8HEVgw1kZ0WOWkMMsiMTfzxfTzh9cxD8/DLvK6fh8yCdbc+1o/reduwpopRKGYFyDMO5dJS1tcHZn7KGSuFa2LpLPZrtuaOncG7jhSPqF+DktOYQcOGyFEPLpoPGbRwjeZMFDyftBmeCXN+X1n5lh5v5yN8HGDP69/ULIrZk67vsKhB50ec1L5V0+d7jYsjVL+DwfurmNmifJifmNj/Ym5PRNTj5qD5/XyZJdfwDhbusJn+LcgOWOUsqi4Utxi67ztX9XfTTW6LHq4An6XirVu6LeJXVTy2vIO1boKZMpeIRwPs5HEpha3X2axJMQTdhn0ixS2w7+TdoKowQiPAvxFc32EG0/RH3DM22GBryAAAIABJREFUBHNmKezQ/I5aHcTntN0xv3+t/Xu9p7uf4vNBgZBarfz3lbx/zaGwR8p/Q0W98rj34e+rUDJgjkPZa/zMf0u20PKBz4fryPQ4F9KAORxxtg8aBsvfh/iOW+O/BfCdOV7SeUH8PjSHMdl6xb2HzTYgK5DXrWBazjDxW+V1pHJthHUpTbQ/Wzz2B+dhfeO/GS7+da3i/OL/9qz7blWvZfB5d75Wxd9yaCUhn5OKLCPD9w7LkDEYDAaD4U7ItPKfwWAwGAwGg+EQ8JC8fx1eQCb1ClkakiHTAHYZo8OCpKmRuAlnZ+x9UiO4tSsuChmt677DM+5fH3SNDSiVKwzz3Ux0o8BFO5MuRA057Fs7AD3jBWV0lzouaooMQlW5vzmXsy4w22DWKZFWD8xDV7/p2rj7ISyZxiWsIbNBsldqt8limLXcMYcQoY9fcbRYvK7HiftlnbMcuwuR4gbcN7lGZPbnHD2eHIVIvjAeO5ohkXxUy/IdX3IZFEt1ZdArSy5zagNmcYxjLs0YafQYy5AL84CskvRfVVJcAFFqyYYIYGzFYB5NrBFt39AjtbaZ7erott5rHM0+i2VCyysO6pb7l9z3SRMYn7H7PF2HjAyuFJ1Au0Is9SfXUJGRM4U+mxCXT08gu4gj5MgoNCEjpc3jvgMlx8UUuBuWjZfxdzJnbn4UIvxXwFB5ze2P40iy7jBrRNqA83sel5e6aaBjLx/r0CfBkLOBzuv87rXdeGxWrFVEWiJUsnCIiBZeuVz96p+5bXtP6Vq26Lp9GlBOsd2Ezzz38NxyrXFd73+Lf3eA2Tcvaz/KWllY13iON2BN6HCf4lyW+Y3zBE3NZe0VJp5IS7LvfVLvf49Z1zZk2gUV69UC7tt0IRky5bLvBoPBYDAYDAbD/QjLkDEYDAaD4S5IK8O1BsN9gtTLDXJTDsAGrXKgHskdqfyWQOBz1nSB4xf/zx/It3Ve5Gp/p0Deuyk6SJADoEyDg7E+Bnw5oD31NKA9D9znGALIIu/tvgaShA+yxKajJI4Ep1F+gDSEBHynQNjMpkzEYSU9rkx34t/q9V3+PPcJLAsirWmgpCcoE3IRVwIdQVW78BIE51ltmnSg3XzP6kAudjhgj/dMMIVrlqD54AL8gKWxwS5UCX1KJeKbK44U69fLZr1YZTHO3LUg6TGOXB+OQRIj5CNKcUTaVRhzFYF5JFcC7ocEKismHZb0NEDCts0SD1VhUcxdvFhGU1/3Ob3NX0M+V8IcN0A+Pi8b/YaT4jlcu1iCA22V9uM1pfwRicMJkMRCiqF8xMslzmUSpVMrE6YoIxciDH8n83H7KehrkD0nq+44OIaE9C7I34FkeXP78d5PhfDulAnvEKo0pmfdvF6GeV1VnTaCvpkzsYjyHjn2yd/T8139DFfu7APpyNVHm63yNdVhXhckWfz9FObm+Al3ns7XdECMzsV8jop5DWtjq3H7tXHmA9E8BcKqYr1tXXbXhWt1i20gmgUyjOcALI5VYy5lCZg3KUuu3ms8DO9fJgQzGAwGg8FgMBgMBoPBYDhkHKKpL1G6pdHW6SoblEL6fQARY4mYI6sgEeGopc32Ju6YMZRJm29w9BoCanWIqDYCkWwAg8DRwDlG58W4qAMlEaUNy3rwbqMsu0BTrfxwEIKfsKRh72ZffwDSIJH0pBDt3H+8XFYv2nXXnxxHkzWOWoP5rVfRt8h67a644/jA2BB/lpKJRCrzwWNXGcGiBMyTincbaKzMpd6AYeiAPEMi980KA98YzHpnbGp1faj9uHfg3KGPrh3k28Sgl0jv9f5EI9fJN5bch/cP9Vp5zGCEeD515/OBOYBbpMZ8MG7HJ93nlW/r7249x2OwB1HqsMxyRSDPuHXcnXvjS7pt+xk2I9ZLzdsQ7kMU+0CvdXxcjIfh3HxfC3KQbznnuuBpPfhy27EVeM9R0nTphqtZubKkprfHek6KhpIluZe4Aon8DMdBDOPD4zGzgHEU8teNAOd32YwWZW4zYfJgHvmdMqsTr7jvceyIMZ4YGRIVWR+K3T0aZ+U56sE2mcsZDB4xp5uPVEo1P9BxRkdcP2LfSzuCCjO2BbCFe8tgPCxsHcjYiM0xkUmuB2XGXOZ1jEbGcPlSZtGD9ThkU+QAxpsweSi/UqZL241r1JRlnNkulLU9JNIkozfdZ4PhfoOfUcYGnwGboC6WdExLdkcNDfulQAAcRt4l4pbO0841XvfAUDJakh3Kkl8iZfar3sMW8BwSY/sCk87vStOjaHru2v3/s/dmsZacyZlYZJ59P3e/dWsjWWRxb7Ipsnexu7W1ZC2j1gzskTACrJd+GcEPNgwYhh/GAz+MHwZ+GsASDFgew7ANyzA8bUvy2JbkHqm7R91iL2STzWpWsVjr3e89+zmZJzP9EBEZ32FmLTNNFpf7fy91Ks/JzD//JTLuH/F9gfTVSk7myAzsy0T8sNGuVZTQMscEZWg1IeTml8CvUdO1D7Tr0yKOD+LwauPQBwulbCwWdRgsgaqs2OYETZ2UwsY+1GsjbVxFiaMixFvVti5Bpob4d4WJRdzLtSz1F309pR/Pwb/TzJjtgRVl6O9zfy5vGA1d6fxz6P/+iN9v7f/Zzt39DXvfqk8Ugw82l6yA0i60+1iotKglr1+D2Vbh3dkGZFjIu19lFN4NFTANRyCgeqOYubberwAVvOvXZD537T0+XReaMawfX97fEcz79X9hgz/+Lc5qwOwvLXeNa+XmDa7k0V41/2uzxT5tESjM5by/T8T/wsyQYALpPjJfwiUQFpZ5hX9fqd+AvsRMfjctwt9uss6SZrYAQLBkh7QUeAPWNfok9l5G+QdpI6xN/dXNL4FPGb3rSyKKjyS7a2DjTevcn8UFPzNbbnxhjcu4TDZhEUs2VoTC4uKHog9XyslWTH2vOLuuiYjCjtgMsFuNWyLp8JytYc1mQqkBffyFdS1ZRsHA7FJBJBmiTj5l//3CSfG/XIaMg4ODg4ODg4ODg4ODg4ODwwPGA8uQKRYjWnrkMP1/T0rcDse2e4gCj0UNSWCpQ1/KlsHu4lgiElqOmYhoLjvdWlqQaHHnUiMyReDBxn529239m7zD2fs1K2+mu3TRnu0a4rWLOaXodGdzChzbo9uc0VFfNc4ucvqU2zyFTIzShUHmd8rLHeyYaGfr/GzhObFdiBLsyPpShq0K7dHId+lbHTvpVyl7bexHL9uPyl+utW13X6Njx5ulzO+JrP8ws0HLVE9BwHd72JLv7NxnztwiIqJmCUIVAD0fo0o7z0lb37BMm4mI50bAsy8t8TWLFyyTBjNogiMerxBKjntSzm6/VsocazSyfYJA0eeBRBT2X4Q+bku0pZ1dyuUluzbuviuvdrJr5OqClEAuTCFiKpkxG2171qWK8E9zIixERKs1jiRc79uc0TE6AyLD9ZzxzSubGW5aVKQrmTP4LMEsO3/SNYhzJ2d9d1+xNRxKOU9Ucp+K4DSuE81IKUPkAqMKGvHE9Vjf4D7B8VXR3/CyRQarmywejFmDKA6sNqNyzr4va4ZMzlpfsHkjiGotZyO2nT/n9gZ/l+x3OXZSt/Dx3Agy6AodHiOM4k5Oi9A1lpGUz2U/J4Kd2FzG94MnUfEuvEf2crLK3h94C9maDg4ODg4ODg4O7zdOhv/lRH0dHBwcHBwcHD7GKJRi6q7xpm+0ys7tsG+UhLFQJVGUM6+aXCQb1B5UpDt8Su5Rh4qLZaGRQOp/XmAMqepxTuCodoM3fKdPTzLfVd6Gaz+SFUvV+0ULqfggPitUpUIbaE5CfcLN/tI1/hw9a1QQFdcNoMrcbJuDHOFDFgxqlHM2tgUYKPMDa6PflUqgEAwoXJFN/nN2vvUhXEfGZepZu3TTvAjPqRSv8Zo9ZwWDi54GF7NV9pQqTkS0O+R2Ib364sPbRETUyAmKjecWCFEKyP5vQlXKV4w+FsojR8tAMVqSZ3jI5ulknqWoJEIPSSoQrDiQPgFqfrXO18sLiBHZfBnPbXzCJj/rfAVoHzOpQBnCH46rEhwFOpQvAbwIKowWDvl6NSvoSPu/aXNtpc2fOxULstWhQmV6uzoHzK4fddNjOj6n2taGuqeVZrOBVVyjwRoE0SQgFsD3c5lXeI4GWfLWOqK6K7S9DVvXSk2LhyAJ4GeFnzGQo1SrBVFfWYelUxZgzluvhVdlgp0FWp6sixmsf7UT5S0bb6xiW8gJxOs6rBxau6ab2fVQ/ZHY4E07lmcbKSfQ5k1BYkCCs4Ui2uXiQluILMCYV4UXhbn1feABBap+oZdp17XMVRz+beE2ZBwcHBwcHO6BJJvA5eDg4ODg4ODg8D7iJPhfD46y5Me01rAd35rsRqsIFRHRpFGE76XsF2VHAYVHNUW+DkKgKgxX/KZRMqKv3D3dSalIKCjZ+zm+Zqdiu6caIejXs+XI8PuFiIxQZI6H1p7qMu90dxu2O4wtVKpC4WHbMt/oMHUERdZCEbjdgUjKYMo7m00oabcQifG0xBmUlhMROhRU1d/tf97a2I6yskOLEZRC5trVV3kHuP6z9ixK+Qig3NwMxlXP191vIqJYxP16gUX1Do95h/upM7fTY0qrwbkTwnVUFHgc2g74+AZfJ9kEodsjHrfmKWt3u8bjhmM1BlpJIAKulRXrM92Zn0JZu/lMaFwQjWyUsxEP3HEfED93cc2uXRWqXgBC17MD/l2jZrvxSAfUK/aB5je5zHSYAJ4/lD4ZP2ZRmVaJ+86H6EwJxr+kQtBt66HXb5zicyvWnpSStlD6kc/BeVAHmpuKumHJw/F3ud3xl4/p3fAXIpJQ1lDm8ADm9aoI9+K8HVez5UrzaFW41nXttTZg3bb4MwoBT0T89/bDsAZlftcgUofCa2pn0I5UOlJmleB30l60SxHYq4aWVIRn2RNbVwf7dzcRNRTbRerX/Od57WE0a96RaCIKRudAyxpiCdpwaNc+fYapSk0ow3olJ8rj4OCQRcGPabkxXjiG74Wdm6ykOYH3mdJ68yjPC0KrIrSOfphSef1LFu2Ot/L8hxybitFuoWjW4H2lmGyafahodB3sltrmAOzacGTt8SSjpwXU4fTaI8tg8J9lG77WMbuuPipGlfckEj2a2LkteW8VC1kfDG0sZlbURMgUI9E9eQ/XcnywPOB7qXpV6LefPEqPqY0OO2ZPMXtAfS8ta00EPtjM+vB4h2m3j17YTo91KvxuxbFNxYbBFxtM+DqFNywrZngRpAsko6WyafO2KX4NZgqMpbz2ZA/GbJl/h2XCZ1KynQJ7Js2MqeeUa0aM4Z0Xn5axAKF67btk2/qm1pD3KgjS6pgP0R8csa81gwyMKvTJ4Hk+3ixn/fPiAl2Z+z1esra+dXkz04Y8/0vHG+dACeaGSiUgZTx8k21GtH6fcxLm7lTmcwdthvTNODQfX/srz04Q2TzHNafzZa1t61Vt2QT8/r1n5Roze+ZyQ2jp4Gf2JDsKbceCkLH8u2B75Flnm5CNlWPDxue4PZXcv62AGp7j11Vvw9pc52fG8Rmvyd/C97AZujbR9ieS/bRx2mxG3t8oDu8dXIaMg4ODg4PDPXASVP4dHBwcHBwcHD5MOAn+1wPbkPG9mNplKNkmu7rjdRMMzYsqLJT90iwW2M2sN3kHF/mfBYlS7L9gu3ntKJt9sVDqTI4FuHPeyHJL9XeFDgrw2jmaYYMioirmG102oc/OMwf8fFgaDtsoZZhP/ezN9NiaEEyRPxnE2YyUd36wxd99wqIKeRH0OeyaVpZ5Z11LHRJZBKIO0SPl02L0JfazGUIYkZoI93sZ+Og6rihQPBjarvisxfdB3rU+697QIgdry1xWMS2jTDZPZlBm/Biyan58nSMGp9Ytq+Kxp28u3IOI6EaNd/9RZBWzjt59PyKi8gGf3z0PWSxy/gh21PcPmeNbht1zzHxSYMZWMuLn6azYrr/uWE/LIBh9iedZ5SFrdyOn3VPIRJhu8Rg/tGa74TrPhqFFIX/4zmkiInrirEXDumV71qKK3sJ46BjhuGlpapzLmkk2ndj9Wk27tkY4MGpwIHMryFnfMRSRy9MQwHmt0U40+romcJ3kCYvhnBlf5nV7/rlb6THN2FpYt6Vstsj2v+K+jT4LQs9g/zQy2HttJT02/QS3cUFkV6PCC5mENrfUnmE/qq1D+5f3rGY7oHQp2NlVuTaWh9So0BjKeafRHjDCOtfxPbAE74duVWxUESN9LkPGwcHBwcHBwcHhowuXIePg4ODg4ODg8DFGwYup9S6RVQx4TETwdwBCv02hcuZVjYxg87ZU501XDF5FBf5dH8RXqzmb23kUozkEC/xW9tqpuCxsNGv1QNwsVqCQb3zTnq/2MG/4Ip0opcyCGPGaBG+0iiARUVmCCkEx60b3/89T6efw35Eqe9CsdGMbA1sbWYoxbrRP61mx4TTQgNembMBteprPbZWyQbEAaBSjHgTF2ncOih30LbjS3eA+REquPhfSnQ4mTLXdfn09Pbb+5B4/78u28Y7VSG+XOXCFNF4NQmHf6LNGfXvm2qO8gY/zZixBseFVqwJZPhXJPfIpS/os/sDa1XyIxxRpQDMJik36RinWYB5SPTTog9Ts2Ske+60NCxJWH4Z2C83myg9Op8c2n9olIqKVmgVeix4/C46Fjg+OmUoGLATEpN+DsQXEGh0ILEo/FkAgdiDzCml0Ov8KlBMkgrlbkfmMQdmUzgVrQft/IUAEH0P5vvpXVrGy/assYbBcBVFfWa+NnPV66/KatVXo9hUIoNYa3J7Z23aPWd3aqHMRbY/aIwIbpXR7tKczsW9o87S/UOQ8lcPAdQ22tV3W8QFKmfTxfJZzbehP7WMMmrXlfYBC0nlBY4f3Dm5DxsHBwcHB4S5IkpORMuvg4ODg4ODg8GHBSfG/HiBlKaFqISuOi0JaR7u2+ziXMm+FnB3CZIyiUyIimSM6V6hmIypENrCYLq8p9FEIlCURIcU2eEpZgt3TEM4Jc3YfVSgpXIYSebqjChGS/tgEo+ov7RMR0UrVIjKtIrenCLvaFYlYBCUYylO8oxnliA0T2fPjvVX4DCliKoqLO8W9KT8L9t3C51Qc2a5dqmR3bnWHuIQCYSPbPdfdeiznOBUh1MGh7fS3trhPsAyjllW82bMoSKtqu9mfe/QKERE1itkSdIPQxiBYlr6FiE1Km4HdfxVoJSIKz/E1UcBW6TkY0en1+NqLpfyyZRfx+5Kc04RrKxUJf7crbcA1gTvbOl7AqqN1oRWdqvfTY61SVujw4TYLq17tmxg39vPpTk+uDeX/5DOO27gu4nPQLh1znAeljs1/vQ7OI51bYV7k1cufo7pe6yDWrZEi/J2uCVwnyV2iukSUrj2MRN9t3cZVu05f1jzagSUU/ZbnRzuitgWF/VJqJ9gltFd5JRqL8n0wvTutKO/50c4qVQnnns5NtNt50XHt51nf2rDatvHX9we+R+4k9Ofg4LAI30uo+q4IJ65tjfaPt61kbrQsmQcLfhj/m8zM7hUaUqYVoueeROt9sA/R/O62ND0W2u+KYuP9HD/ML4Hdk3PmOQKWmCGD0HKweM7wmDMcumctW2FZshCaYNdLfjbLQDNIbn4KRP2Vxl7KPmeU4ycRmT1H+1aSDIXZ2N6PqU+cY0eR7uzXsj6YnrFgQyELJBBBUN+DogVyzdmhZdLUt3jeoB80DNiGX79p9Nqzp5mm/9KnL6XHGoUslboHPth0mduzIGSaE6VXgdWjs3a9NZnPFaCc67PO+tZf2tfqp70bE5+fqwTnaOYYUvz1nYdt6Ei78q5d8OA9v8zZCKca5n91cvyv8582SvmtIftdr14+kx7TPl4YZ31mGLOJUME1i40IaN8wB/wurGdtN/rxNfW/IDNEM4rAFqTZHbCuVbi6lPM3Hq4FXSM4x/OozgNYc1si/H+v9arXGcNaPz5kyn9hCXxPP+tnoE3RDDu0I/qsaKMKOaWrVYQXs1juZhvRhvo5vhf69VpuPeyjfyzty/FhC9vme9XX2JfH9ZO39hzeO7gMGQcHBwcHh3sgT1PHwcHBwcHBwcHh/cNJ8L/ur1aZg4ODg4ODg4ODg4ODg4ODg8N7hgeWIXOnva2FdMmfYgPsXrtnefyz+z0nL20swQy2vLSyvPtE9jtNd8O0t/GhiYGdeYRFqbCiiKY9Il0m9iQtzrt7Kip+9t7HNP+8FNok51iawoh0D+iftFJSZP2TVqEK7XcDoViMZyZE1h9wauZz526kx7ZqlgraLnJqIwqfhZJqXIC+2Sm2MsdwPBQLKbHFbPqrUiwWqC/yEdtQzUlrHcP3ek7etRFpG+6RaogidkorwYpJ3aLSAaGfpDpQt2S/uzVpp59/cI3TZ9st+z5NjYRx07FcqA6Us07yaHf3O7feD2h777i20mM59Dw4VihIBbMEKhTVub8vbZsgJIpNpohy1lFOnyzYJbAZRtmk7Dk5yOvPe/F5f6oxgFPvRUl6kDGTxLGjHD7iQN8h7/9ERHmHcvFv4XMhUnu+cEzPvfv1cm1cnEcnzVKDvNi+DwLxw+AYic1Zqts7TN/7tQW6ZNY2q73y/Oz7Afs6zwe7b78sz5fNsYR5/b/Qh3I/vKsH7xalXwQeVMwUiqw/sf7UqnjDkVFw9PmfvWA+2KkaUyDaRaPilITWhhUxEQ2RNEChX/WTsP/HBfb/vKIdU/8H/aVUIBZuV0oFbvMpS/o9nqOiuHlUJGyD/g79xlgcuRLQiLUSJ9KUuiWokiptC0EkuSM+mFYfJCJ6c5sFkxOYzzoWOGY6jmRuczreOAcW/szRf+/TH8ibk/eyGWmb77E+cC3dbc2h76rjiyLVcxkLXOvHR0ytH42NvqPXRtuBNiXKsT3pGOTZrRygzUvtIOGx+7S3eXbkfv2xnFMX+vq+Xw7vPU6C/+UyZBwcHBwcHBwcHBwcHBwcHBweMB5YhkxCRPMYhZ/48yQ0IbBqGwSYUoGinJ3Quu1Kq6ATZh+kZRknIE5Vzwq45sEv2P0CKes4L1u7dSd0HoCwMAhQ6S5m3k5X9TZkw3R493Xety3qpa1e+llFWDGqnrc7qfcLYPs+2uNIRWUDBJ88ELIS1ScUgh1LpgmKc6ViYFCer1TC3J87A8X9wgmP8awNInMyRlPIEPKqkImhGRRwzTSbCMZo9DYLm1XPWdnEZ8/eIqLFrBiMNtR9jlagYPBYQgXYx1pqcKM+TI/lidBNiyCyJ31PW5mfLeyORxt8HYyc1HKyXfB7PeeekUdpQ+O0nZvXbiwJuDNmITN8fo0uaH8REUVpRlb+dnUsff+T/dX02PSaiHW3bD7qWGL2UTrmMA9wfpSlXCFGCnRuFRpZAbw7QecwzmsVY8S+DeXedRCEVgFAXE8YJdO1F2xlBWwR2s+4vnXNL23YvD26ZYLJxTaPA9oR2qRMu/V+GDEKQTAukOfGNaq2Du3f3YACm2hn57LGEyy9qONaz4orLohWij3C9wC+H/Sdge+RBxk0OQkq/w4fb2jU2vwGW0tTiZpHp8DeyZosLPhh/C/aaRWaXBC11Ey8KYhfwtq+W/abD1kGWj4WfZM0E3kK/oqIZ+JVFzJwtQ1DW8fTIb/3a1fMD6u9xMKpaNeLOdkwmukQQh9qG1t/DaWPf4P9OhRDLco4FCFLYjS0DBP1ZxdKO4vd9st398G0b9BGxyP1wcAnlu9nUIo4rkK/axsieI9IGxJ4T/hvsO9AT5sPdmGNBeo1K4bIsmrRnyjcJcuIiGgkc1KzR4kWhVoVdSlu4B1AyseZ7PW0b8IVG1t97+ZlKOP3eE7ax3mZHNCG+ln187K+3RJktuyP65nrVSBjpy7+W5SAoGvOveMNbtflPfO/6EfsfyXL4F/LOBbhb4A0ewjmAM6NNFMIs5ZlXvkt87/u9p7EuavzOcwpmhDC31eNJl8bCxfgWtIsJFxz4W/ptW1t5q1hPYZrvSWlvsPvLKXHJo+I7wW2A6+mdmYh20zWCNqosJbNDFf7hjYvD3mZQGhb5y0VP4asc7HLaKvVfqNN13mAtl/fB0HV2l9O7u7/v584Cf6Xy5BxcHBwcHBwcHBwcHBwcHBweMBwVZYcHBwcHBzugoS8ExGhcXBwcHBwcHD4sOCk+F8PbEMmTnwazy2Vrxdweub+rgmCrm1YeqOmpyGFQlOskCI0nXJaFdJvNG10+W8s3S751bung6X3BUrOtMc0ngmk2cVCWfIO7Vn805aOmCeYmV7vjP2ucFvSUzv2LJVSNmUyxBTFOEvZGMy5jfvjRnps5cIhEVmqJdFiul+c8Ocq3O/wNlMjpg1Lo1SMQayt1eTv7yXuhCl5re9xG0dftj7TsRyPTDjLL0Ian6Q+RyCipeJx3e/ZdQaP8LO065YyqTSfig+itUAx0TRZTP/U1Mb+3NozFBrXU0s79iwiuoZjMIlsnpVPjYhoUYxY0yInc/vd0gqn92KabJ5AHH6v5+B1dIzxftoGpDs1indPFb98uEJEi8+v4sdKUyKyvsP+xH7We+J4zGJOmcVxG73M9/Fy0olxHuD80DmMArY6t7xfMppPHnC+liVNfDCsWbvL2ZTi6RHP++VzI2uDPD+uJ1xnuvZwPeYJQesY4PpWLNgBSGNNxGagHZFk8VzhcR9SW9FeTetB5vtQUvernfujduLzo52dfCVrj1MbDXZb1z+Oi16zBXNnb8coW81Ktm1xTv85ODhkESde6oMpPaE/s3f78SHbrGbXfICS+mFgp5UuUAC/KBwLJQb8JxW9rN4w++A9m/UvEJpOj9TJSGzXrAx2UWxc4djee8kG24cFxz3nXTdbBzHVa3ztyXmzqY1ilhKk4p/zJEvJGsP7WKkn8184To8pnWbRB+NzK0hZ2rN33URoGkjNmI64rZU6Cgvf2Q/DP1+6r3I/TZatrWr/gxHQfMpARVUfDGho2ob6LaD7dvk6nZrZZy02gJRc9BnzjXOtAAAgAElEQVTSeyjtC8RqB+CD6Dv6yZXd9FhbfDCko6Tv2HVrw2yutGjoQznWXB9lzs2jjBMRBcVC5hy9TrVobdD7YRvyro1Cs4q3d9n/GizbsyPNPsp5z2l/Yh9rvzdhLHpV9hJwzMYdEUHOmz8wB3BuTKTAQAw+uc6reDN7GUQqsot/X8m1q+B7pRRDWAuVLvc7jiOuJV1fR7DmdB02Suj3it1CulBOv6p/2AeboHYCbUcJzskTPE7FlMFGBXX5jP3eF9rXMrY106wUBSj0gLZ11i5lvle7XKyB75Vj09XON4B6pu+DRiXrv2L/O7x3+Kk2ZDzPu0BEf0REBSIaE9G/myTJ4XvQLgcHBwcHhw8NToDIv4ODg4ODg4PDhwonwf/6aTNkdojoF5IkmXme9x8T0a8T0X+X98Mo8Wh/YlHjvR7v2lZbsJsMZXjzxL7S72AHMDjgCM8YjqlI0uhFyC6A89Nock5JXRRCW/8G7y4efAVKD8vXKAyH5bgsoyOnPBrseq5+j//d+ZIdC0BkVLMgsLTfVNqGAsb7E+7HvcNWeuyxLY4mlAtZEU0EbsJ6U76mZoUQ2e55819bJkHxl3i3GkvazXNEufB+/U9IRB5E63QME4jc07LtxKaCUiDuFe9z26ZfMvE4X0SrBhO79rQh0aDYrl2MYddYojEYlTkMeG7+7a2z6bHnNlmgNq/8IJZpxMyWpRb/djCzflQcja0f11vDzLnFnAgSft+t8e717qBp30u5RLyftgHPXcxo4eOFkvXJs+tcZh2fv3JGhL7KNr56Hew77OepZOrgePhbHBWdnoMxuM0RjN6qXbssEVBcTzg/RjJnMGIXy9zayMm0wXmJ81VLSeO8Hn05G13VNZEXrMD5jetspc7r4ye31uF77rN5zcShizlrWdc82gFEajO+aMe0L1BMU4H9iPZqJkLIkPiU2rrh37EIdl5p+jyB4kOws/6YxyvESPkxHyuvj+ndwAhdQV65+B7A98OtQ86WCTsgsn4C0lgdHBwcHBwcHBw+vvipNmSSJBnCfz9BRP8Uv/c872tE9DUiospGixwcHBwcHD5ySE6Gyr/Dxxfz2KfjKW9CB0LrPuxZkMyXDXpMUS/cJTXdhyBYcU8oSxUIXmmFjyVIsYcN2LzAmAa0PLhv53Vu6/GLELyRy3Su2rmDDbkGbE7rhi8eQz554xZ/Pz0FG9ayIT4OgZYu15kCPUnpDgcTq+5yeLNLRETnHzGKjW7IY8Bl7mWrKCF7YiI0T6SVlt/hoEvhGdukjvOCDzl26vhp2TQfQsBN6LCFA3umaNk2w7XCTgSVXLwBfw6eM/qOVnLpA7V93BAqGNC5iz7fG4NDGtg5DKwPf3jbSlQ+c1qDYhYoUIq0D6QRpXZ32rbpP5zBfBEcCwVqpW3tLwuFqJhDJcLv2zWjcxz0ed2UgZqr98M2aLuwYlLa/pKNrT4nPnv5NFSTlUqveX2HfayURByL6DS3OzgPE3+X+2EM66JQlftBIKdwaNeeynzRdU1ENJN5ZcITd5+TGEzX+Tyu2ZxTOhSuBV0jGARbCF5KfGalYf3+zhUOiJWBErhSG8u5ELyXG+FaT6tvAjVL7cRsxW6LNkU/5/kITbBRva70J/ysK/Zt9DLQBeM7B8PQZszAtiYSaJsXs3bZfzhLO1oIhslntP3jEo/P7pH97T7vcHtw3j8QnBD/6z0h4Hue958R0d8mSfJ9PJ4kyR8mSfJikiQvlju1O5zt4ODg4ODg4ODg4ODg4ODgcLLw02rIlInovyKi7yRJ8kd3+20wL9LNq6vp/0td3rXtgIgsRmNS2sGC8Cp/RlGp2k1+hGkdJJZGfMxrZcV28Tq445rWkYff7b0oO8IDlG+S31dhGxkoBrOwmLlOIJGG0p51984XeIfRH9qxQ9/2mcNlvma9bDvdiv7YjoVC6Tm3YdI9KiTm50WjyPoUSUxJndszndhOsVIe4metH5flGO5+I1RQOcQolUTekiO7dlgV2sgN67thzfpiMpHPEQi4nmPh1nY1K1A7AKrVazc5yjDe2E+PdSs2z1RItB9aP77x/fNERPTSS5fSY+tVpkZhdMPP2a1H6E7z8SQ7brM3TKC08tnjhbbcCfi9UpDwOoPneayRatatZ4UTsb36GZ9Ln/XZzdvpsT//1rNERPTk8++kx1RQDylAxzPbbL2yw2u8UbcxWl7myATOwb4I1w62bfd9Usius8X5IUJ0U5hbHZ6bON9U4LhEEJFciDTwvz2Y1/5IRYbt3romcIR07eCzYN/q2sP1eGOPCZP7ZYtGo+ixYiw0vcEhRK2HaDNEUHkPReKyfaaRjzlSn8BexaPsOWrrqvBcahPDHDuyQO3CqHhPKEsNm1tqo+PVrA1GYUaNXOF7AN8Ph32OouJ7JJj/tKzbfwOcBBKzw8cW86hA24fsY4RSsMCr2trtLHHWQDHHD0N7p7Y2QXHPN/nf/WXIphA7HVdBzBbssNIsMVKrdjqB36lwv2Zn8H8kY8VMAcWh2BQfhH7l32hix9a/a9fe+5TYnAGIynpMCZ6v2LF+OStCr0UGZgN7926ePyAiExolsnc4CpDn+ZtJBSi9k6yN9tt8HbR4eX6YHsPoOolQvt8DCrjcr3ELikTU7ZnjKX/GZITqaU6Kb1SzWVSDifXDj6+zyuvklD1Hp8zvPMxEGUhxj6P/3qjSF3/vSvp5s6Y+2P0JGRchA+N4wH4J9nHtL9nfqP6WFRC52/Xw+2oR3mlyncFXrF0j8Z27rXsJV6v/Zefqc8ZrNmY//oOn089Lv3udiIhaZfMb5vLu1AIpRETv3OYUjlrD/C+lsON8GAmleHrLfI14IuMNbcW50RcpAH8GvlQjylxbs++K+DdHzjwNZT7Ho2wmE1WyNmghW8SHYicp1dnmpK7D7VsmVnHUEqFfEDzWa6tEAhHR5IDnDdqEw+e4PWt/Y/fd/aKtJb0i9p3aI7RR3kiuiYVZ1L6hbZTPXpSl4qMNRdvq9YuZY8til3vns/a7XIA+lDmJtr8t87h3ZHNk59oyERGV7rP4w3uKE+B//bQZMn+fiH6LiP59z/P+0vO8//w9aJODg4ODg4ODg4ODg4ODg4PDxxo/rYbMPyeif36/v29umORMTUqd4Y4c7oBGslc0i6BUm3A0g6ntZpbqvG2WTO131T3+PIMoLQplapQDox2a2aGCwESUblfhTmkivM/KgbV13AGepWR0YPSIesLFXYLSy23ezS2t5HPxVMw2DG2ISpJVgFHj5pKUeM4pmRxA3wUgQjsSviRmlWj5yAjKTdJMzocyeHO55hQi03mZRhi5TqRP6retPdP1LB+wvGPnaAZS4azxQrU0cQ1EP/W5u1UQI+3wtUN4/r2JCeFq2cE2RBt+7rOvEtFieWjMIFGomO8kArFZKOc+kjmKWVya+TDfsh18jThi2WMUClbg9yk3F66j18b7aRuwXY1CNgqRJ/S7WbXy0donPcgkOpxxlCEvs4GI6OIp5s7nZWdhaW6NAMyWbAyi63ztwjSfK+pLdKG6C2uvye3G+TaVKFl4B169zmGCuR4PZQ1DtoeuicGqrZM87mw5Z540IFrz0AZHa4ZBdp7g+taMNBSyJfgchipGbdfxDvjztJMttxgD978O9koPe6GdE9dEZBjs37QoNgHmlkZpFoSH4fuK2N4plq0VGx2C3R6Xs/OxktO3+H7QyOMEymfvZM5wcHBwcHBwcHBw+OjgAeZ7Ozg4ODg4fDRxEkTlHD6+SGKP5jOhcwplvFq14IbSPbByWSSb17gBq+n9SKuZLYngJNAZysey6b4O1FHY8J0JtQhponMRDI3mmE7P/5YGsIFc4s812JENVooL1+AfSlv2zdVVmhIREbX5+b1lEMLU683s+TRAVgSR0FqFz10FgVgMFqXnSvACA45DCYqNplAJsm99Mxf2ugeUbQ0G4vMpRT70s0GzIIBNc7mOjgkRUShsYTRrlV0IPspPw0dAUFeCggtBsWI2KBZ1hT4GQbHDqQRcoK2tMgccLn7tjfSY0qKJ8oMdFhSz8RnOOWiC/am0twmM4+xnOFDSzaHwBzkBMfwegzrHcp0KXFvvh23QdtUKSLkS6jEExPQ5t+pGpWpCnyi9/mBq9JEoR3rhwuk9IlqsUhtJ+2cQtFK64GzJAkelK0zVwQK3ODcKYz6nNIDgjtBjcK5NfO6TIgRYlGaDc1fnszeGoJQEcnAtaH+Wi9m5QJQvPN4s83OdPm3U8TRQCdS6lNYND1pUqQuQvCBp996nbLzL22AflI6NYsRiC9FGRVUZM7h0VBPhcegbtTdxESvYSlMwaQCgazuAksJql9FWT8vZfkTxY0VajbRrQfGpBNXm0yyl8v3GSfC/3hNRXwcHBwcHBwcHBwcHBwcHBweH+8cDy5Ap+HFKUyKyXV0Ue8IdXI3ITDFKMeQdzpVv2bHD50UQCdLvO2/xsZ3TcG24zkIJREEsxzSChNfEyIwKUc2btivd/AkIQq2J8BVsOOpuaHDGdqM10lKFPsHPmr5fgl1m3fUu3qUUJZGVvkOKyCS0NvZGvBM+A0GvpCX3AfpBYSjRqo49q44HRguQ+qV9i/2t1KfaDoj31YXaBZueD/+vRpf5ye9y+CaCyJzOiXnJxq8mYnUqpkpk0YjyQqnBrDAvRijyoHNzFNuO+kioSgcz67t3jmxLeiTlBltNixZpRFHLihLZ2AxD2K2PszvfUxhDPQevo5QXnDsDKe34ZrJu11my8VipcESvUbA+U4E57JNuabzwLxFRWOM24vgj1SrIiV7pfMS1rmOJ46sROZwHN37JBIyLQ42K2jwan5PSjyBGrfQtLLG4ILIdZAWj07kOfRvJmhi+Y20It/hcpA3mUehwjeqxSs3mYKfCUcAIRcslmog0TRSb0whJBEKcpX2hyI1tHkk1TGruwTPDGvakGWjXgqLQ4cD+aZwyKGTtDQoGJ6E9g9re2QrYzA4fW/6GtfHgsyJ414TSpRJxxmgNRr903eJ75G5led9rJCdAVM7h4wu/EFOjw3YrT5xeo+aYDZMeg/f5XIocdF6DDIWHsn5Y5UDojV3IRpjZtdVOY4ZMrJTvif3Ov4sfNlu2c1s/EZ8RhFH1XCyjmwAFuyglYiuQKaSReLRDas/RH7ubwP8EymMrdXwCtnwofkK0bYL4STVrywojoPHL9+EMaa7ZUrjqy4ZAWfUnIuRpr1aKi9m+aV636wwekt+FWR8Ms6jUL0UfTMs9Y2aIivmWPLTpsfx7hwIU4hOhDzaQrJOjqZXKvn7E5cYnPaNX1zpS7hnmrhaYQDp/X0Rxg0J+5sFUfBk8R68zB8pxWd5f42Mb07cSVnSdLdnvlqrsT7Vy6PFYznm1YhIPy2X22eI6+AsycOg3qt+FfqP6XzhmOo44tiqU3bxuh6bLMM4TybKCORRIGeSwCv6+3MfP8b/mC1lbcl0o0jBvi0gwCoFfZ7mBvU14zoZlUak/gHRyXa95mVxxHQVu5W+KHN8UafAzzQwB2+GBnazekr+LoJR5VfwvtFF+ju+VqDsKNk9X0hyo32mRFfC3vCBrb8MmyCWc5vZ2vmf+ce8ZscuQAaRzF0WxdU0WYG3WxE7GlfxspfcTJ8H/chkyDg4ODg4ODg4ODg4ODg4ODg8YH5iGjHJfZ7DDPB3aLvjW/8HH+78IO5JSCu3gc0DAC3hPqQKCsAefULIdcKGh1Gvk5Ty2ZoZA1Fw3BiGRgBKJWMzrkDWyap9LIz5//W9tB/HwSb5fADugUUU+VyDaCzuRGlXPi8ggdNd+HMIOqJRc7u+YkC0K85Zqshu6YZkPmqmgZWuJiDztPxQ/lqgL7nQvlG7U/svZxR2es99tfpuf7/iCjcVb/8BKIMd1aS+U/Z39iEv67bwAW/SSvFDFSIxEXTA6U/ehDGVOP+aJ9e4HnAVzfdBNj+1K2dBTK8b1XW0ah7xT4537Hpa9flVKLT5v56go8mFimTZ50X7knWvmRLVmzxJ9nzsgfuEoPba1yiW1ce4cTy1q88ZNLkm5vmz9eLbF56yWgQ8vEx+ziyokUYY7lH2Oc/jWg4DX9U7Pxtd7hfsxOg9rWcYc50Hjmn298iN+np2XIItN5lY0hIwcicJ6EF3ACGIquO1h1ohEGkEc3Ovw8xegxF8k83tnx7Jm1AYREbVFuFznAZGVY8QIjn6OE4hIUDZrEJFmE4EdKUukZfkNG6Pdn+H+QbuEmWhFsWFo17SkIEamQ30uPyc0gRcEO3vwCYmiHcK83eC2od1W4eHg2Gz+2v/Nc/TWr9mzVJsQRRT9glIO3/n9RkIng8Ps8MHD87w/JqKXiejnkiR5zfO8/5CI/p58/Q+TJPme53lfIqJ/Isf+6yRJ/ujBt9TBwcHBweH9xUnxv5yor4ODg4ODg4PDhwBJkvw9z/P+iIjI87wlIvo1Ivo8EZ0lon9GRL9ORP+IiH6ZiIZE9Fee5/0PSZJkFWXfBd081y1WpCeFWtkRgle1t4USuQbBAqET9J62jVPdGK8cwvVUmBY2bGlkLmecs9HryWa5D9QnbWxpBIdE6RcDY4lQcKr7dm65LxXngFERdiAwJvRPTIfXtP0qiIhqcMOnnKAYUkaEGt4fW0Bmsi/UGuhCT6oDequ24ZwAfcQbcD+Vj+xZJqflMhOgCM9yaDYiDor0MV/GpzAFSsUhH1v6sU2bm1+ESpctaTAINW/8AW+a3/g9+NNBGNuLlBF+LgyKKS0a6bxWbRJpNxYUO5Cqjtf7Rgvf3+OAzdq6BZSWmxxcDGrWn0MRb139E9v0P/47PImmEAiOE34m34MgGiDOqSxYFupG93+3gFr/q3xsbdMCb9onRxAQu3Rtg9u1NkiPnW1zQG2lYkHSvIqfCxRDrVTp2eROaUxzoHhJQGzvyAJdZ/5bPuftrwJVZ4XH5bhsx07/fzZ+R0/wOTiHdF4lEDgNdU4Wc+jEIIngyW1wjkcVPpi0wLaUuA9RzPbohgXEjuQ6tVXru3adA2JIWSqrjgQGp2Quovh0WhUUhXdlTflj+13jFvSDylK0gRYmUzaGwKDS7tGWBRLvxWsrDTy6i40kWrStam/LfQiGLfMzo63WYFq8a/M92eN11n8YRJ4bImMAIsAqA5AX1Hb46eE2ZBwcHBwcHO6GhBazghwcHgwuENFrSZIkRHTN87xVOV5OkuSYiMjzvKtEtEVE73wwTXRwcHBwcHifcEL8rwe2IZOQtyBqNhERytKbtnPsP2E7nEe/zTucjZySiAGU8Krc4t306SnYAVR6Du4kwi5/UQQ8/RnszFal9FgNhKgqfGy8BVQDKS1WGoLwWA0oS7LpffNLIMbWkLZhOblbvDs5OWfX1pR8Iiu1V0hyogkQkRnMhA5y22g1Kma2cdZoLBiVSMVqZ1CebyA76rCrnZwVyoY1myLd/e7ZUe1PIhMU1f4kopTyMG/YtY8flbJu1gSKmtAXSzL+EPEoS19hpOL6D0/xfZ/dtt/JdZBqE/mo6ie74hCVOQ55h/jq0BS4hgE37uG2lc57aglq2AkGEI3YHvE2df/IBOfOfv42ES1SiHRHvj+1c1XoD9EE8bJmhcdjo22RlfDzvGau37J2L9VZuHGtZqJwKCD3eHeXiIhGc+v8t/t8/kHZIj4PNfm5UdRXRX8jkJ/KE5XbHVs05sarTJHqXLR+LP8s92MVxlLLEc4gUhVX7D46Z3AeabTDA6pN4UjKqQKzZd6EeS3zo1CzHyRnJVIKkZ5EIpF1iGI2ZAyK3ex6IrLI6PUbK+mxjVNMB2tV7DolP0u7macifXY9LNmpNkOpXUREw0d4jk827Jz6LbkeTKfSBGiFBbVr0I/SfRhVLUjpycIUys1WVNQc7ST0xQpHVeZA46reEnrqBShnqrTJtp179Nv8r4/P/MN2+nnwOM/rWh2iyvTxf0k7nHjkcfTui7fned7XiOhrRETFtU4q0qui3FgOdevrvE5vAmVw/gyHcpFO7Yl9iqBcbWWb3yVhy9az+lIeFgAAn6uUUifBDyuLHwa2K5Zjw7N2rHws1Mge+nD8b/Omdc3uS9JWsJlISy9dk3fOw/Z8KuY7h/e1lyPgq+/wAbzDj3f4vVdoWni9e4ozOVAwU8dhoSQzZCbpbcaPIa9UALbVH2ZttL6a4yJmD4nN37Rzl94UAfYuZAyBXfeXJMsFKNLHvy++FWQUHP01v9/jz5lvpBTyBVHftGHWVPXBBvCyujowX+ZwxH7UheX99NiTK+zrxaBGrMURtkfmd2hmUvN3DtJjqzKmC6K+8s6eDPIzZGot8UWr1g9a6jz4HXunTa5zSkT7nB1brfHvmiV7Zz2xvLPQZiKiy4e8z3rUMF/roZb5S60iXxOLLqgPFkI/qADx3tj8uN43OSOn8sJxeuz49/l6TegHLYwQJdYunBv1HR64o8fB35e/F/BvKV+FqMEv1L8HYliHSZ2fZfwYyDL02aYkMMdLQluugbxDcTm7lgbgP+8c8lh0N8xXblX5OuiH699U6HOFYhtnUL5c7UTYsjV19Ky1QUuCr3/Hrn3U5OuU4W9FzdQbns2uTcx20UyaPNs4b8C5Ffs8kb+BCxN7Fs1YnEJBmUJdsq3Qh92Q+4AQ+Pofc3/e+nXIFFS/7QOgjZ8EuAwZBwcHBweHe+AkqPw7fOjwFhF9gojI87xzRKR/mc49z+sSU5YeIqJbeScnSfKHRPSHRES1R7fcDHZwcHBw+MjhJPhfD2xDJo49GkLWgHJk46ctit9AgVvJ6MCdy1h2XP0927mcPiy7nlXIkJHwApbUjaEMr0YTNv613e+WcGcTKFtGUAJXoRu31R3kEkKZsVNy7w7w7mRHEsvwztsS2fi+7ej3Ppm5HYVQik93c8dYPvE1jiZ0n7ZsmK5kSJQhCh9DJFkzP6ZQKtir8G+bbSvnq1Ex5FdOSTjlA5s6F/7x99LPV/+TF4iIKIIsBo3Ie1DCcXSWv48hk6YwgCyHVf6+ASVum2Uea8z2WX2eIwpX96G2XHqCfcQogj7XEDJELvc4QtEqWyTjk6s3uQ0FO6ZY4DlHUH5xl3fmf+ZRyx5vSXQEyw72A84Mw0hN2LPIhKLcMbLpspRLbJezY7Ret0jA997hUOLyOTu3AjxQFevFzJeuXPPKwDI7Xj/iyMqFjkWnmlLaEp9lBBlCN4acqXX7yDIbLjx/g9sAnHxd18PAztUSzzgPRucheiLrFrM4EplnmA1TlAjBQ//klfTYm//l8+nngsx1FEfWqEkEKXnDPo8RrpOmRFmQm4y6Anr8GLLdDr+/RkREwTMW8arLvMaIq84FLUtPtGgfwqdkXZcgSibRoagI4ujSj2iXAtAgnokeRFLNiXKgGLdMj81v27PufJqvHXaBPw3lvAsaOYHSklO5TwHsdnxGojSwlnVdYyR5+jRkCG7zOhu2sqVzHRw+LvA8758R0ReJaIOI/ikR/YnneX9FnA/4H8jP/jER/Ykc+4P70Y9xcHBwcHBw+HDCZcg4ODg4ODjcCycgQuPwwSNJkn/4rkP/D/HGDP7mL4joc/8m141jj6ZjCagIPaZ0bJubt7/KNIZqJSviqBu/RESRpNYXjiwwNJVKal7dzvWFqhyDGCcBTdjvSYVM26emyYb8DAJjcTlLfZoV+HNt29q1+irfe+clu8e8HWXbBSKbQZvPX/lzozv0fj670PMqu42F8j27ZMGH2qMcGOk0LGhSko1mrDwYCXchnIELDpvzpS0Opvgg6qljEPqgUCzBh+IIri1CxwkwcPTWGLjYf07EPYH2UOoBHUWCYjUIiintVitZEhFNvsDPenPXaPNpoAGCYvNiXmCLn+VKzwJBKA78wiYHc5Sys3iubfAfS4Br56aJ/z75OJ/bLtu5Ogb9wDpHK71W3s4GxIiIip/kyMRyDURj5ZoYUFmt85i98dZpO/YYH0PqlgXEbI505HoaGCQieuNwI/38SOcgcx0FUuZvDjnysrtvc/L0F5gyXyvauUqPVskDIqKZzMUCzIHdT0PgRWhJRRCkVQoOarx6MsyFMcxJkXXwIAik9BcMVMdNEdQ9svHRNVIHyhgG92piK6owT3tlng/DN2w+hBeZOlivZGmAIQTvVTqgCzbh4Asi3wDVamOgPs4lILb/nF1n4zvcxqPHoFKsCCfHIHORKB0SaFreREXSrY3TVRFQhjYkQLv3JVAXQ1BxWpcxBVutgbgC2NiCrLkCSFbc/qoEyG5YPwRCYZs3PoD9/xPgf+XXV3VwcHBwcHBwcHBwcHBwcHBweN/w4ER9534qtklERKdEpArS73G3ORJKQxDYOfM9SeVftx3OeoO3Y3GXVeuVgx4SBSAOqlGR25+Da+uOJdCUPP0MkQ0VYIogqoBlyFJmUAF3H+PMs6oo0uwZ+137/7VwwsHLIggFNC4V4qt+235XeVkEQ6sgfpsjGDqb27MeDzn1H9P9V1c4soOlHtPyb3CuRml055WI6K1/ZFwrjWYlICjn6U4yVrLc4PaWgUozh13q8RGPtZavQ5RBrFfPf3jNhNuUvjSFdmv0Ap/rZs94HKtN/v5sw4TPlKqUV2rwODRayfcunU8/f+mZN4mIaBnq2hVz6HcVGaM5UKkmmxD5ymn3WpXpfe2iRVb02ni/1qPc7r987fH0WP2pt+De2fKT+qz4/Fdijlr9YMciPqc7XNIR+2QfBOSOh9wvOB4oaKeYi5pzCH2iY17YAvFXiExqWVbvpu3Y69rD+RaIUCzOywQipFrGDyN/GnHB56oK7ejgyNabrp0SiNFi5EnXHq7H+ZPcZ9FfWBRw7zM8liiOFojAY+sbNrf6L1tUriq2wMth6UQFDFHJP6hjCfYqFZEr4jmL5XCJiOa1HDupVMQK2DKwa7oePYz2yrEJtDEWWx5sgJ0oZ8cAbWa0JvPiNpRrnD+omIKXvlccHD6SCH3ydjkiXhb6Z7AFtE2xRRJR6L4AACAASURBVLh21UcIIcslOeBrxG2wqW2JIEOEVc+F5Jo0u4aIKGxKiVsfCyTIuRAFJrFTUN8gLXENCTc0PMX/Qbundg2zYgpgc/Xz4cv2/cbX2b7s/DIUgpCsoRgoxuU3pFzys0a7b0oRgpKPjWAgPVmj8DGIaLY37Dpa4AFtzkz8oxg6dF4TceYOCIdqf6EPJjRfFUgmIpqLH12o4DsWxlmyFOb17PsbhVH1c2HTwvnXtsUHC9EH43cZ0ud3BvxubUDWwrmW0e8bkk2CYrYzScvohfYe+PF32Qf79Gcv2f3K7BMVwR/WAgToI88iEbN+Mut/EREti9DuatV8LM1uwWvr/dpPmf/y3W9dJCKi+md+kh7TYhPqh+Fz4rNfhqyh1/ZYOHmjZXNEqdL7Y6PMHx+zL3YOxqJRymaEaIGUOcylUMbbO22/98vQd1LQw78JUgf6JxJkW6RrGLozFoHvIlyvIv5MBdaj2p4Z/F3Q3+M5MizaeCOtWf9mwTWn67D3MEhevML+/uGT5j/7MnfnkKm28Wf8fDu/DH9ToSRGChAtlnaj7VF7hDYqkdsk6K9pJiGoXeu6nqzbz+aa+Qa2Edeu2rKFrDrp79CHMRP7Ha6BfdD2e1k7GW7YfChLEZ1o9KBzOU6G/+UyZBwcHBwcHBwcHBwcHBwcHBweMJyGjIODg4ODw71wAjjMDg4ODg4ODg4fKpwA/+vBbchERFEb0qvk3zmknONnpSeULlv6vneBU82UpkREVE6pBnYrTcOLIK3Nx1TaqlBIIEEoUXpSTlZUAtQeTf3USk1ERL2LQLsSnpQPIkpzufdCOpi0DSkLx5+z5/JvcXpeApWp5iIINfmUpU42tToMVr0JOa0MU2QPj412oalop1Z76TFNa8Q2hpLeieugKOJVHqQeRs2cRCs4qbLL15k9YqmczSZ/rgNtBO89qkva4FsmckaPSrUfEKvT1FOk32x2mX6107MKNfuvw3Wkr1af3ksPLVWMGqJQ0Tis0LQ35X68emxVnX7pEz9KP6+VOaW07mfTRGc+UL9k7rVL1ieaGovA7xsiitcEcbyKJ6mUkBapwm/Yru9sn0s/j7s8N5UCRURU8rIp1tono8DSHS9JavCCAOF5m4/a9zgemiYcxNbIo6mI8MH4ts6y6BqmL2OaolYXG27ascoVngzTTUspTSQtOyojHSZLFywDPa+Spr3a75SKVF61Y3s9Hv9b+yZguNy1flRBQlwzmtI9hHUb3eR1XTgAG7TEfYZ2oJwjJrlgMyXFHO2Npqz3LkJa7671vdqwpAx2TVNokVYoNnHegLRfsZ1oT5EumlcpKS5kU2nH+vkNW6NDse+lcl56sAHfI5RTKMrBwSELLzbx12Ala++VjoN+QyRCk2WgKUSbYhdbQHcq3ZnuhP5TBDQapc9EC1SkrB1KjSlm+Yv/FYEOa+8i/6Aws5NLQpMPkZ4Jgppa5c0Hqvr2L8i74JZdvCJ0jqBj504f43dzDWx0JM86Cc0eB0I1GvTMl9XnW94EHwx8IaVtLlQZlVsHcL+5tDuq5Phg0K+1Hf5+9KiNWbXJn1EM1Wva801EtLj3lgmjeo/J9/AopRwfbE0o8PtHZt+PL7PP1PkxvHd+mSnSS1WjkSBmMY/fCAR81Qe7vGe+w+c+/zoREW1UrNpkXWhAWAVxLFTphaqjZR7naSf/zyEV3M3zxdDP02uqaC8RUVna9Z0bRmu/sMZ+LPpfxTz/C/pEBaQP/pcz6bHeE0IzWTN/Qft90f8SMWjwv44nPJ9xbKtnRYD4Dv7XtMRzegr+V+Mtbtd4y+akUnQWaNQyT5EuqH4RCvRqu1E6objJvzsC6vj+vs2rVkeqT8K1da3g31cTWa+lq/YHRLknz7Jkbd3+BREbBpugJZdjWI/R1PpT7QzStNQelY+tv9RuxagfrbdG30ulMeBvnZRuWMzaLyJ7VvSz1DfzoCpmMOAxK1yxRTw5nRUtzkPY5e/LB45c837A9aqDg4ODg4ODg4ODg4ODg4PDA8aDy5DxiSiESElfdqqhdFjjHdtxnD3Ku5Tx47aL3KjeWQQKd3JVtBVFaxeyXOT7hVJt0o5kjudIe6Dd5/6Mdwjf+XWIvoNgaJKWerS9Ll9FlGBbdNYR8csihoegf7oihAlibaSZNrBLOxzzNVUkjogolB1QDwSflpatH9siOIpipBqRwdKMecfSfr6TwJI8TmEGIsqyq1oCYSwVTK2VQFi1YN+3y9zG2eMWJTgcS1bFZciqOMNZFSjQqsCd/vKjUMpTdpULsLvck7KJAyiHOJRMo91DKyH4yXPXiYjoy6dNpG2pZJktKtSGInShhAxwPhako1DAtJgjBIjf6zl47ZIIxOUdq4JoXPO0RVGuTzgq8udvmejv+jL3Y7OUjfhgP7UfZ7G4COYgfq9CyiioPJHMlsEN68emjNu5x3fSYzr+GGVVwT0iEJmGeaRzqzCGSKIKzOF2c84czpvr2N8afWj7FhkrLXM/96e2ljFak4jwXQmix2poMLoSL/HYTFp+5ncoEh5MoFyhZMb4PTDb/uL1iCDaC9eZQLbQ+a/z53d+FTME5bcwBdUmLtjJJBv1xnkd59iFgthEXfNEFomdPg5RrT73aemHFrkZncfIm4ap4OIPKqSQ0IkQlXP4+CLxiDTRwNMsErCvSZQtJT0+LaKX580GVkTgNq8gA2YGJpJZumATwN/TpIBFP0z+BT9MVcx9yEqu7fHn4SNgH6ScawwRYhI/rLhvdtRL7HPYlfMxmp+86zsimrdVRBh+J3ZPS4kTEU1GbMOSEZaz5n8a6yC8X5MS4znZAUTWZ5ghk+T4tdoGTLDQzz74oLNlyR6CMrmaGYNlgLHktPqJUyjhraL9R29bZkXtNPuWFbDv2tZqza4dnebvZ2chc1Pu15+Z3zUOy/CZx2rvhmWkPvuE+GAPmQ+mRQ0wY6UgHRFBhrP6SZg1o8K8BZyIAP0ez9HroN+l90uzlskEfJsPWbtujPlZ/vIHT6TH1s5wplAd/GEc+6L00/QX++mxsnyPGapawjuAAhl6bHLTMkzKm+yzrj2xnx7TuYj+F2bLKcIalHGWeVXM8b+g21N/YeFvslxfQX3cJHOsvGZ9PZjYfOlvi/+FdqSRfRZtQ7ACvnlX1jXaDLFR0cjsRCTHSseQaQzND5dlzCGrRtfmrGLnNK/w53ERs46TbPvVDuIxFVCO8v0t7U8PjIHaZQ+zxdv8OYS/D70jXnPVm9bWyab8vQk2T+0yJKw9GJwQ/8tlyDg4ODg4ODg4ODg4ODg4ODg8YDhRXwcHBwcHh3vhBIjKOTg4ODg4ODh8qHAC/K8HtiHjB0TlA0uHStPGmpaiN3vBUiMbIsJZghRKP4fSoSJqIaTWhZKip8LARETJxD4XB5LGOgGKkAi9RfNsWlR1zxKJrn1FxOtq1u4iiFCm4namxUvU4fTUKALR4pDbG42tXaVdoCfIT6M6pJ/NRFAXuiHaEmG5hqVELndEnOsOdCBNjUV6hqa+ofCXCtNNA2vXbMqfkwkIWvXtubRtlUPrx8FFEV6GtEC9N6bpYrpsWVI9O9DG1RqnxgZLR9bGObenN7UUxsNeg5/pwGgl/opRdpS+Mn7LqBHTFzh181TLROEuNlj09zNrV9NjzRwxN0xb9aUDYsjXDEWYbgx5fv053/s4sDYoJQuB46ZivZoGS2RptAU/m067cAxEbfUZzj5u/XgYcp+pYB4R0e0Bp4KOXjGK2PxRWaM4d3L6WecgEdF6i8ft/LN2Px3fvDkYxCB+DP2Y0orgueIa93frUjaNFlNmwwKk8JZ5zqBtSdOVQZRN+x7nqIpfL9Drqja3dM0MgdI0GfG4q1A3EVFBqUYVEMeVtF9c3+G6reGCUCNLbbsfpisrVIBObQwR0RxeZte+wm2s37Dvp2vZ66g4ZgHs5DwUscmC9XeIKa3KaITraD+j8LoeK4DAZihzdNaGNOkZvKKEBoDvkRztbAcHhxwUQqLGTXnPN4VuA+s+bvL6mzxj9qUo/kzxDiLeCqWwoo8zVx9namvYmwINY8htKI4hBV+ExqMAbIp8XP0BCG9+htuQQNp9QShLPvqMDXkXAPUb2+iJKHoyNptS3eb2JiCeKa9rAhYwFeS5pmftYKnFfdfoGI1ZqUEVaBe+exRIP1B/dgbUX/XD5mAT/RH/rtyDZ5JLN25Y+w9eEGqvh7Y6yRwr+9k2titGV1ut83s9XLH+0iISA3jnDY7ZAfaBKhavZmnljb9gGvPRbxgVZ7NjPtgj3QMiInpx/Xp6rFWUghA5PlgBXp7qO8wSoE9H3J7+3NqqdPUe0GAQ6kfXi3Y/pabj/So0zxzTNqL/pe0/88Jxeuww4P7am5j/tTdopJ8b/4L7afLl7AsP+3gsfdzq2vxbEsrZmadNQNreyTl/A6CoN9CmdL4gDSgS/2vlFfvd6Ax/TuA1LrVOaF6G+VxU6YDs3wW4PtT/apah/+F7pf/h3ymjiRTkGNg4V6/z91EVnllOKYKmtNJysFCEVxc65DmgxIEdrKS0dLBl0o8ROEOj0/z95rft2P5z0l/gH6nvhf6N/k0ZAt0pQj9M/kVqTyrqi0U4Slnx37kcmyzZoMXyN7M/BNsofwuXTAHD4T2Ey5BxcHBwcHC4Jz7+HGYHBwcHBwcHhw8XPv7+1wPbkInLRMEWZJXUePexXIFjsOOoQk6LZRR5dy6AXdu5iFdhNoxmnRT6trPXvgYiSrJpihH0xk05t5qV1Qna8J+cOYHiTrojicLDhdzMHtm9r0OUugmlsocizAuZKNEK91WtbRGLdp0/NxZ2j7ORfRQkU7FWFOyaSqYJljgeTqQc4NCOFXf4c+MIdoIhq6D9tghwjaDc3KZEe6p2nVExWyoRSw5XJepeLUCWj3/nqNKkao3oN3j7dr9rEQYVoyOyHeKtL1jZ6406R2i0bDXRvbNhFBFMirHUqcNsmOM5b23vQvbJjQELu+1eXrH7nbUokeL1V61c9f4FjhadadmzrEvpxG7RIiJa7rEC4Txsd6cwyTyXPquK4xERLVf4884X7Nq3+rwYMPuiK+0isggalojUzB4/RzRvBhlZU4leoZgdlg8dSenH2Qjmo6zx7hUQ+pUSn/2H7TplEMKdSRTgeCO79po1iw7rmqqC+LVmcVUhQwYzu1QoG9fjSOZ9H7LqJn2eJ94IslgkulVq2rmtKsz/omY+3dmeEBHNxCbOQdhvATk2rH05a/cKUxHehYrxmlXo37b+HJ2zc6dtyU4EoXMtY40lKNMsPcyQ04gtluwE4dBABPOCCgg9P2hxOQeHjyjiEtH4lAg6imCtil8SWRS/iGK9fjYqrlHghWwYsTXRDGyO+C6lnh1rXM8aH4yk1w4k8wV+Vh7ysYOn0F1VhcscYdACRoM1ayGbGUIEJYEbdu1AbFg8sHdPQaLE4RKIkHfYTrfr9s5oSrbkglivl/VlNXsjXPDBrA1jifZPxhbhn0shjMqunVPbzYpspu9CeN0WB9J+EGQdF/kk9LsxM0HFaTEzRJ/FhyyQubzDp3W7dq8p4r/L5qv0xQfD90D1d7hIwEMN831WKyB+fJ/ZMFo4YQx1gjUb5ji0dPW9GftgN3qd9NjoVS7H7T2WH/a/9m0uNX3wrF3nTIezTdYqdk5XijvUwGfVwgrVHF8Mn0mfc7lsvtZK1fph+3f4eLlnPqSuufZFa8NSnX27TtlSPqrp3wNYFprn3xz+CBrPy5ljC3NyKt9jVr+wDWqH4ANJIvTxI/a76j7/brIOmcPr4iu0wTeTtVSHIh26lnBuok+mf++gILIKVQ/Bfxo1+N5RzxaLrusZCAb7LRmzCjIfsn9TYSZKpNlFIfgmeskcG3V8wfp442/42kETspEkzXmygj6sXOc2ZKedhUz8jowpCHcXKprhCMdkvWOGj9r5GDIh5/J5DqLE4yo/H4obO7x3cBkyDg4ODg4O98IJ4DA7ODg4ODg4OHyocAL8L1dlycHBwcHBwcHBwcHBwcHBweEB48FlyHgJ+SBspWmxhRyaEgJTOgOhJQUTSyUt3uY0tATqrFNVhFVBvGl4Hu4zFbHKGVBNNuUYiChV9/j82ZL9rnlVUiO3QIBtzc5JU8Ny0vMx3U2pNnnPTESUqEgeCMuVJP2uVrFGquBYDVL4ctNKIS9YRdj6KIR7zPSe5NDS+bwlvg/WoVdaRQRUKxT1ndf5uQ6fASpGW/oCBK+Gu3y/oW+0otkpEx3zm3xPFJnzvayoraKYQ2eaA/0M04VVEKxTsbTObok/K3WHiKhZ4DRSpPtoqucUeFq9yNJyr4+XiIjo269cTI898QwL0jVLdu0zLRZ0W33W0lJVoBhx7lkTfqvmUH+uDjnd9sevPZce+8wLl4iI6GzdRHSVpkRk6bNIacK5otA04GkFRJ0ltXsG67IDon9KVWoBZSlvvGYi3BsnIEgnKbN7I0vL3b9tqcWapU4lmI8yt7Y/DfTEK/wvirdN1yHVVATacF4HItB4cNvSkg+Xef4vd22M2lWhCJYwjTub4p8rllfBdSLppT7YMrGPVUizxdTdco4Qn6bcI2VJqQQhij/u27qu35J7g/B4cST0pDVbo7Muf0ZKQVQR8XPo26QCtjeUc3YsNTkK2M7MTtn8Lwt9q1zOio2jTcSgiL4z4ghSgHNocO8bTkCExuHji8S34gVUFh+hBH5RUWmE2YmO9Me0IMHIbFdZhHB9tBVyrxh8s9FZ+17FfOHVRON1tk1Kl+R280XxNdK5xOcOz4Oo5ZrYXhTPVdHOO/iZxSTrmylmYGcieVd4VaBNiJ2ugz+W0isW/BahieUUTOijEO6RGWSlhs9RCFfGZwYU0kjoBBWkkBf58/6z4IM15Pnm9p4IbouQf9n8l9kpE9T1W+qDQWEB8TfxGGmxARAY1WdGoWL1wcrgGy9XmYqzBFQdpe8QEbVyfDAF+mBH8jK7Me6mx/729YeJiOj8w0ZNb5b5HbTVNorU5NM8AVFAGVH5NPul6GPrc13u22C88zb/IfAzT72dHjtTZ/9tCSjl1RxB4EKO/xVB3wWR0HvgPR8oZQmKCixV+D4t8DXLOf6XFk6YAsVG/c/9ofnk/dut9LMXyL2hEMFcRLN3X7DrrL4q72mg0U02pBhAC8ZRKTFAgZpc47k42AA619I485xYsETXmtJ8+Nr8T1yBNSx9N4Y1kK5rEAcvC1UJ/85S+4G+14LPpZRNtBlK2dy352u+w/+G1q1pEYPQup2iKl8H6luQ/pkxr4NvCbbVn4ntBDqRLpsZCBQXGkKNL2VpTGj79X2AaziS90ZU+wByOU6A/+UyZBwcHBwcHBwcHBwcHBwcHBweMD5wDRkURkIxTxXw1TLLRESRlNdNIEIen+Ud9AXBUMnEiKdQHhVKL7ZlAzuGCLkGNFRUjoho51MSae7CDnMlu1Nf2LWt4MmqRH0gIlPUyHaOuBNmbuRpSCf3uSuIu5ixqAzPYXtVs2KIiPYGnIEwOrbIyNIqR0bKyxYhSXeUZzYGk5ij3ZgVgyWuVVwuqsLuv4hkNRoW+dCoEo5bH8oOXtlnsdtHVk0wVnfCSxBN0MwOFO1LyyPDsSSn7/28c3K2YUNIEZhJVGZ7Zpkbf/rjp9LPP3eRs1P+/he+lWk3RnSOQ+77qwMT9b31jTOZe5/74rX082mJtmg2D5FFW57/wo302F7A2+9//Non02O/8sTr6efNCkd8MENGgc+f148K7M+8fizknIOlwDVCg2W/dcxx7WydtfHXOT6egTj0iOdMNIFoRZk/Vw4Xn0wRtiUC0rCIS13ExQsrNv81ArW/a6reky6P4VrLhPQwWyYvMng35K1vPNPL7cesmNwMItiTAfcJlsNUQXAiosGyfJhhBJU/b/wNiHGLoBwEdlM7efwEtAdsoq+lZ7vZDKEERDKDvpSghHL0FYk4+3cQzvtAkVCuOJ+Dg4ODg4ODg8P7hBPif33gGzIODg4ODg4ODg7vIxLKpn1jICelFPuZY0h/9IT+6MFGbXA6lGOwmapVmKZ2vQIEyVZe483b/nmoGrSvlT2sXcfC/g07tvGbVLIUj5JsQIdAG9AUfKQkFSAvXDfQvbwqTOj/522c34UuiRvJWklwDBUDjwZMsQn2jKZU37RN/qLQNHDzXYOTIZRUqm/L+ADd4fBxqbLXgD7qCLW9aRvgVaHD4nMMxxYUuzrmAMlDGxYUUQp5MScodr/BHEReQK1A2bHFoJgGtnZmFij580s8ST57wehCv/Xi33JbYeyVKn0YWL9fCzhCcfuN9dw2nn16m4is6iSRVUNCOvbPrFzLtOvrrz9LRBaoIyLaqDBdqpoTEMNnXwwy5ksb8Hf3F1jEgNhMKFA9CIhd3eHx9mENL58xyrzO6Wlg83g65CD5HOa2zj9cPzpP+xCoKQl1pgIUbX9VqE1QwW14k/szWDPa11ILqooKfal4lz4iusN61UNe9ndeTr8iIpBgUDmNsGcUxNKRHFu2OXIkwTBvBsHJNn9uXbVra2W5yar9riv2cvdFCD7W4JklCJ4sZ22wNzD7nUjFtdkqVC4TmhZSltL3Qd5GyAmgD30QcBsyDg4ODg4O98D9Zis6ODg4ODg4ODi8NzgJ/teD25BJPIpBTGkuwnDYyQv0Jfnev2k79smaCIo1bGdP6Q0x7FYmKlQV2P3KR/b56Gk+xwvtnNoef/ZQ8KmSFXIrym5uEeq1R3Xb4Y1kh3R4bDvwnuiM1UCgU3df5yCOirvCUcDHvaEN0Vx2L8MqCOzJ+biDG8ZSwx52rQ8GFkKJ5Bm3tozToWJ0GJGZishZHMOu7w2OzgSr1idh284pH/O1sb8D0T2rlGynuFnmMUShtKWqUXGOprxzf+m2RS38LXlGa066K47tDtKIlEWSeiMQrpNx6IKor1JoZkDzimXbHMX4lA70zRsPpcd+86kfpJ/Xy0x5QTqQRnciiFDsTZk2hs//i7/xHXo3ro2WM+eslS2SlgoPg1Bep8jP1X7Knu/Prj6Zfv7cmatyHaPnKK0KnzUVfgOx4Z7QyjBKonOHyISLNQJDRBRKKHUOz38w4/mI47u2xO3BeYDzWkXnUExNAgkL800F5IIuRApA/Kwsczh+HEXbosyzNHSObtkY7R3x+G9HFgVbaVnkTMXmcD7qGkWB8rlEnHF9a2B3juK/cE76LHDtiYwD2ptE7F7hrEWRyhD1msv6n0PgI5J7TjsQRRMx88kaUP+ELlrZh/4GgTevJmLtMB816hLBsWAka/O6rcvJab5fEcTmMEqlwnn4HjkJaawODu8FvISoOOH1EsiajYs5kV/8LLaktGPvUs1U8ZtmFwtC/8araQTZhwyZ4tDW6+3PSfQ2ApFyaRfoulIsflgCNGi/Ppf7QqGEptjuPojQH7J98YwZTEmS44fBO0XtYwLZPIU+22nsG/XDgiL8Tq43g98FYsOPeuCDiX+3dM6E96vgH+n7Y4aiqwmPQfsNe77+RT7HA2PeucTXLg/smXry/OgnNCtZH2y5bu/e4wn33eUbVrXCPyOU3Cr4fL76juDzReo7WPs1+waF3McVfqZJZM9U8+GdKNlaOD57AftB37xyIT32lSfeICKijbKJ9WoGCvpdRwm/Jw9nNhYlefd/6bOvUR6ujZYy52xU2FfBYgkqgtqGydt+gj//y0vgfz1ymYgW/TjN4sHnxD7RggdDEIHWrAycN9rvMxCVDuX5A/Btj6bcDzi2Kyvcnm4N/C+6u/81ka+b18AHkCXZuwj0Z7EzOHdHnxJxWRDh1r8R0O+rnuPfHR2YEu4+ULSXOux/lQtZOYkgR4w8meSsa3Aj5kJ5D2Fdq8+Fvhf6wGpn0ACqnEYJMrS04ELswd8ZYh/x76iJrK+gA4Lop5WKD38ng+8Vi++FQu2efI7Bp4qH3O7SLZhLGyK1Uc5mGcUh+FvyWd8jDu8tXIaMg4ODg4PDvXACIjQODg4ODg4ODh8qnAD/64FtyHgxEUHEQfd0I9h9SyDyWdzjXbz5EpRFrWZ5brpjGcFOaCRR5/IRCF2eA76mbO55YxD9lRLYKFap5WGHsHMpermLor0YDV6S8rEHFvkdSPR63rKdc8vsgYg0iOeScP7Wv2333v0cfz+tQAkz2UkOIJKukanByLKLotC+XxPhUswGSEszwnVUPHV+xcoQJ4/w7jnu+obHdp/ZGckgqtq1kyPeiR03LMrWqnAMCUsGY2nKYi2b+XJph3fzH1q1NmIpacUw5Pv1QCR4ftme4VhK6nVqIDJc5GNYalD7th/adf769UeJiOhXnrNoylLJMhHyhHJVCPjKyEokLpW5Hy82duxZClN6N05XjMN7abSRuc5TrdtE9K4og7QB2/XFc5fTz3/6g2eIiOjzT72VHtNy1fj8A3nu45nN5eNDjhIVIWLae9KeuVrMZogodFyIiK7uc+bPSteiRGs1jXTY3FkQ+pYIIYr6Jn2Zo0/Ys86n2Qy5Utf6NhLObgzzevy4livFdT2XZ7L2LEs0Zg+iNbuRXaclwtUFsFGh2KYpCJSTRCkW1vdnJLpVtt950I2+r6UVIUIlAr4Yza2uyBqFyBlGdvT8BMJCDbF1x09Yu+u3+F8sraglwyd1KBO5Z6+RQMtItkCTQaIzaLfVPsy71obiDX6WYA0i2JCJmGgWJDzrPWjjJw6e5/0uEf0DIqoT0a8kSTK8xykODg4ODg4ODg4fIFyGjIODg4ODw0ccnue9SES/QLwR47aqHBbgRUTlnlRgVMoS0hY1OAYbtaVDFYiFDVZJjfcK2ZAlprd7IwmM9ezY+CxUrJTb+FAhr7Yrv9sCOvmOBJhyAmMoQKqUEQ/S/CMJBmGALAJapp6DlHelkxYGtvH7yP/GG/5XvmrU0KDGG+cYnFOKKfbMaMgbzfHY3O3uhgTFYNN8QUNYNtAnEHwoXeJ7D17AwJ7QQaGCXe8xEApy4QAAIABJREFUEfds2bVLt/k6U6DXt6oczCpAEKKC4sd1DYpZu966xUGxc5tGd8cqgwqt6omVM8MdHoOgYZv5PWmDBsTeDaXM9CAo9r3vclDs5c/+KD22XOJASZ5Q7ji2Pnx7xNwtDOS9tPQOERG1cgJiRETnavysbww3M9epQB/r+dgGbdfPXrDg1ze+9TQREX3yRTvWkYBYDLOgF9gz92b8eXgIUggjnmt9oIApbQfp4QqstHptmwNiS8u2X79Sz1J/FgNiIuoLgWOdV73nbfxUQBZp4lppdfCCtbUi83nyNAR3JLiNVGVdI50lo4Yf71hA7CDmgFijaeOnvYgyEIEExJSmRATr+u+afZhXJDAGCzJU2jUkDaCAryc2s7Bk80qp1yjLkQbg46x9Cy2uR/VbEtgHungsQeoxCHhXd+xZZmWRmIDAV0EoS2ir1X7PMWAp4xguA+1Lz0GRdLHV+h5xeG/hNmQcHBwcHBzuhQenV7Pqed534f9/mCTJH97HeV8lojUi+r88z+sT0deSJDm4xzkODg4ODg4ODh9enAC9wAe6IYPibmm6PFbtOgRB0Y58UcrSk0Kg36QCjz3btfVF4CzYgl1b2CFUalQBhIkGj8luJqTiD5f5+8ZPbGd59Hi2JBoK/PoSYSi27d7xLu9uj6HUmd8QMTaYYxhdSkQEa+9FECvWaAg8/4jKmeuEE+4LpDE0N2wnXNs+A8E1par0oexh8BYLl1YeM6G0stA3AjwXxrWyyjvOjSpEPNp87Khvu/vbiexwd+xneZGWdtl2nMdlfta3tk2IbGOZ27ZAoZJd6AXazDkTKqvILvwM6FmHM27bcG673to/1//yXHrspa+8SURENd/aiiUZe3O5TmTXeeXwLBERPd29nR57TEKBy0Ubl6qXje5MC1DeT+75k4kJ4f7FLpd7fGH5enqsWeA+w2gLtvelJ7g05Ct/+lR67OyXuGRjpYgCcVIeD/qpIoLa0TkQCUOaUyARSRAC1vHYOTQh3Ead24jjq+2dgpgdRnW2ezxnkNq3ct5EEdNzZJ7MbljIoVzGKAzfM3jM+nv8Jitvzx+1ud6uC/0opyRqHcqHDnfsPkcShSnV7NoaIcF1q2t5YX3Lmo8DKPEJfavXiUe29nwRqCusW3RIbVCcI1RJRBSMuY1o14YXpb1gJwcNufYQriNUJKQSBVtg/45F+A+iL5GUXPXhnPTlCvZdxTur161dM4jYeHJJFGP/mGI/SZIX7/Sl53mbRPQ/vevwIRFtE9F/kSTJNz3P+20i+o+I6D99/5rp8FGDarYXJPzrYSRdlmKpD2u3KoK6WGZa7RDYqUR8Lh+iz3qPKYiiE4oIyzmFALICHpevIPNA79d8CwRiH5UPFihPhcQ98AVIIvOFXbMpc8g8CJtiX7Csrfhh8Fqnq7/B7/UE/VGxcVPPrq2v3HgCNloybcqn7V2uWPCjIGo+HPN7tPiavVvmz7CvUId3mdr1GN6T3gq/mxoNoHMvyXWPLRNgN+bOS5bsZ80cH6wBxSgm8l67et18sKVVKWQA2T6aKYT0Wm+Jr12Ad4yKFh9OLew/AmqzFgfY/Vdb6bEnf579l1ohWzihN7fnUx/s+wdn0mOPd9nvutjYTo+tFSVbKcf/IiKaFvmdVi9Yf14acbbMN3YeTY89v3KDiMz/IjJRYmzrk5/kjJzX/+XF9Nj6zzI/uAJ0bSyMoP1UrIHws8wD7OPhTP2v7LlH+7ZYam32F3Bs9e8r/LtgCPNKCxqEU/u++WSP202GcVn+d2TnFmVuFKFMc/CEHPuBtevwGW5Ds259iPRvRblj389vSuYYrjntJywaI+sV13C6rvHvw5mIdWP6oPSNNwRBYLBb8TrPbbQ9mnW3IKchmWxoywYXpK34N1yrkL2HZimCDUXbWjoUgeIAbF1b/s6Ec9KMHbTpkm1VvQXFONpxpl2+tAdqfzi8h3AZMg4ODg4ODveAl/ULPxAkSbJNRF9693HP836fiJ4lom8S0TEtFoVxcHBwcHBwcPjI4cPif72fcBsyDg4ODg4OH338N0T0P3qe9+8R0YCIfu8Dbo+Dg4ODg4ODg8M98MA2ZN6tMVWUNPi26VpR/1FIq9IUK6D5xFIVqQgptSTCURFUY/IqHBjEVLcE0s8SSXn3IX4YSWprCSoYaVWQ4DmgPongG/3YUklH65BWL6lyHtw7lrQxv2fdralv2O5CBao1VbLXyXuWeSDXPIYKLpqW3AVaDdAljkJO0wug6ot3yGlu1bOD9NjSM/tEtFjBR+kpWI2pMLX2VCUFslmxlMKydHS3ZrShccj3vr5n+bJIfVkSmlMRqwdJ2mNQsn68fYlTZ1vnjGqiYnXrLaMDFdr2vVaUwvuFkoO3N7LU2cNdptg89PLNTBtvT41rFUD+3mu3TxER0afOvpMe+/L6JW5PCegwPvdF3Yd+8rIB7VIC80MoH5WGpSmul3m8Lo2MxvT161xF6ZlTRpEq+9kx3IDnunSVU3CX162NXalC1akYHWapOlm4BhFRBIt7IuN6NIYqY9eE+nYKqlHJWPYDS3adT3heIrXNh23xtSV+1noXxlJyUnEMNPV7DvMSKYZ67xqk64bP8FoZTS3dc/dNnlvJsq2jcjWb1qyCdURE8bGIo0HqPnWl8lgJKootSZ9Curiua6QaRTNYZ0d8TR/MX9yR+QHCa5Mh92kCKbyVXahMdI6fJ3jORPIqhRxxy4LcD8TrSGynB4J9SEVK1kRQEtstdAEf0m/nmg5byNp8pUkQES3/0B62L9nhUQXOyWoXvj9I6ENfdjFJkimxjoyDQwZxkWi2LJRDXX5A267uy7sdRCMTMSFINycRdiyOoSKhXGd6ymxcKLZpgS4O9sUTuk1t2471pWKfXwd/Tm49fg5sr9Amim/Zeyboiu0B2jmpGGcTquf1obqm+JLBKpwjflgCdMkoxw/z1F6jrRMfrwDPGa0KzReoJVoBMwL6R+1te/fET4r/86JRcmsFFQnFinl8TvdHUK3zF/l+zar5FkrpxsqSE6GybO+bL4M0tOYSt6EMNOaS0MLmQMkdf58FYidPmr/VrPG9l5v2zi+KzfdyQt1YJXR/aO0Z7fJk3Pr8duac3an54NcifpH++NZGeuyFc0zjfnnD/sjYEB+sU7B3X0Po3CUPaHKAUiJVAuE9V23ybzcq5otcGrIP9sq1s+mxJ7a4ima1kPUbluCZ3rnC5zbWrV2duvnLOm44fjoPUHhX6UbHQ/Ohkje4n0qP2VjoOI4C+xtAfbbhEfhfQI/rSoXJGvzNklZnRfFfmfuVvzJq4ET0kHEuVUrcJ+GL1jeBUPWm31mxcx8Wqls1f3ziJaEl7gN1UNZ41AE7UpbxW0VKGSNZUDeXz7Cuy/v8GfShad4GmyE0x3AGQr/y92r5GPw5oRiNn7OxLfjaBri22Jv2GzY+85ZSruDvTaAdhet8bQ+kKmpXucFRzdbcvC6fkZElZgj/BGncEErmKvwtK83R98gDw0fA/3ov8KDcWQcHBwcHBwcHBwcHBwcHBwcHwYOjLPkJxbCbVxQRoeFZEC2CSEpJSiViBDRc5d3O6KxFrDVrYCEbRkXncNcWdv6Lx/zYYdfao1EcFBwrqRAVisRJ9CjqgkAviDZNx7wjWblkkZvJab5O3IRsj1u81RivQHm3mj2XRu+xJGFadi60YRtFvAu9ILwpYsYorFm4atEE/yJHMtZXbXe/dirMPqteL85mQGDGTbgMu9CyY46ZDSoUi1GCFYmCn2720mMo5tqXMn+3DkD1V9sK/RStccQggja2JaNjuWIRARRV8yU8GMTWj3sSbbnas535za2sYOwPb7K43MXNvfTY462d9PNLT3JmTGdBjJd35LEcYkG2e2PYEw1ydoDx+5JsX3chulP1uC9Wi5bZ9HSTM2N2AxNLe3NgkaNLIop8esX6Xp9198CEd0+1+JprVYt8lX2Zy5gVA+N26HN05RgyZIoyRmUQ/TuGLBjFlrTn1Gmbl9WFcctmNumcmWO5VY3awLz8/9l701hbsus8bFXVqTNPd773vfuGflP364lks5tskhJFUrbYUkwFthkZcizAASIFiAdYCiIFAQIEcH5EBmL9cJQfUpAIcODEguIoQmSIlmTJkkiJs0j1+Hp8853vPfNYp/JjrVXrO131+jXZ7NtN3v0BjXe6zq1de1x7ndrf+paPgroFvh9Pa8pyWtMo2gnUtM7t1jlPRNTqcbtm12w9RSgeLmLduTt2lBLJaQKub03liOtE5/AATq36kO5TWYUjFMmUNV6A09XhZW5DaRlOxNbN9pTfYo1PwLZEYgvRTqrtnIIwHp5cqbAmsoFiSbWKKSOVvRPuAWtQHgN62HP7gzeV8a9D/TNOrt8deCdC5d/hBxh+TFFNhG+FreaDj6CnozNgoIVt+TsQ0u6LiPd4FU+fVVAXBNDl3zhCJ87KyXX4eu80rGFhyfngh6ktwfTSnoiqzxahPLHxk77ZwtJrku55BVJTgx+WpI0FO6yC7AVgS6tfhHvPWGzlMLLnle9wmzpXwEbLSXvl22bYuh/mE/Laou3l5fWj1PMQmnhhBDZ6Km1GdnlRU4JDm0o5aRPseb6cmp+pow9mZWuqZfQJlElQLNteNrrA+w3usdUmj89SEdqXkdpafbB9EPW9c7CYfF441Urd88Itpltc2NhLrl2usz/21CPGTF7M8bORhaw+WADZRCKdqXH2zyH9HhnMmowBy1b2zSM1YyZvj7nvXm6bCPJrd5eJiGh92dqm7TzcMZ9to2F+kPaj+l+I/tTmn/Yj+lczGZ8C7MmdNvsxuF5Xl/h5p89bvYpB+nmYLEIZORGKSsvXOCc9nRuwt2uK6xL4hXVhdU0/Zj5nTvwhTR9PRFT9uvmX7Qfld2EdUpBf43s6wOQoyLpGP1TXyBzLSKIgJmAb1f6N8bcORG8Ub/E9gws2x3Nr7H8Fm9bvVenveZYblzPFZDViB9E2qr2cYHIEsNUJmwlYTcMqPyeG37/K3FFbRWTMF7T9XlvXhT0uElFmTGl+PDgZ/pdjyDg4ODg4ODg4ODg4ODg4ODgcM5yor4ODg4ODw/1wAmKYHRwcHBwcHBzeVzgB/texhixRHqhWnoguIUUKO1zYSZMNENQU6nuIokYaxgCiTBMRukVBTBTUrb/K/7auAG1MhGInQOHLKf0eqLLFXDrUAGmsgyLXt/2oUduWfp9phPsfB/EqEYzzQysbRUZVFBfFWKcSJoJhTMOBiIgugCCwUNrqXzFa3+wzFn6zUmX6YyUEep3QMTEURemrGJLSHTLncHRo9EEPqH2dLj/TB3ZZKG1Aymotx+0rAAVzjgpZ4GfXQVD22rbRPhUavoRjUM9LyFLe6LLVYERvRh8UurSN3pZxKqsy944G1o+PnmI66mONO8m1jdCoxk0JVQozBHonsc3Hzqwg/1o/9jFWQ1CGetd8blcFaLIqSKf/Yh0wbKqaQ5Fl7vObbVOUVcHlXWz/A3xPIzQBsrKfph13od46R1G4D0PMFL6sqStrFvq1UmCaagFosj5Y4ZHQmztTe56KAbaH1o86B5FSivO1K+sDaeH6TKToamhbLW/jVslzW3Yfsb8r/Xvrx85HuK9wPYbS1krB+kFDpHKe1QGFiRXD0Oao2gwUwl36svTJXzeK71JFQpbCdLgXEYQ+Ts0mqkg3hiLO+iJQCcKfajuP8hDaBGX7EoqYQ1pwBk13IrTaMdi/vIR54T6A+0NiCvPvRciSg8P3OXwywVpV/sdoolr6Ft3GeueBqi9hmeiH6aKNUZBcQhRjsMMBiJ2XtkVE2KI/aSh2JQIbp2GQYYbAP+4zal8GILzek/Y2vmh7+NHjYHMb8jln5RTlfrTXYUbIUl+ujUfWpv5GuryKhE8MnzYbvVpn36Sax2ekhfdHEEI0EsHQ3gD22zbbzNKh9XGvxXsd9o3WvxKaH1AN1QdLP5fIQr5R1P9VCXdGW66huOp3ExHV8hKyVHhrH2wgPthwaj5m8SaEgG3yWLSH1uYHT3OI+GNN88E28+zfolivhhj5sMcOJTajM7OQHvXBupH5CIhqwO1X/4vIQpVqgflG6pdhHTRsqpaze3Wcb7UsHF9DdQbQ9splmxuLeR6LUpb/FYA/JD4Sjn1RQnVQwkGlHi5C6L2OdykjTJyIaCT+SXdiz2tLn7UH1nc6/3BODqrcrh78llKZiSIkAFE/DJ9bK8hzYT0ePG1ztvINNiC9K/a9rsO531dyfzmfbh+KEich7z3wvdROgL1svAS/ez7B86BesXHW33NZNmou7FDsZIRhRV3+Pt+2dRaK+ZgF4HtBmBZJCGIAIU1emA5jmkp/9sCHK99IvwpI9gNocxKqVEj/vnF453AMGQcHBwcHh/vBvftxcHBwcHBwcDhenAD/69heyHgezb1py/XkNAPEJr0pCPzKy0lMBZ3Pp0V2Z0nqN3u7OJUTi9Kr9iYX0351JStd1EynRIva9la0J28s80sgWinPLmSIXeH3UxCya11mhgyKX87kTXEMkwxFRlWELYshgymnk+fW7a2vnk53zls/rUMKxJqcjGSLrFnZo7GIuh3ZEVYimAcnQAQpECtlLnsMQsfXbrGg7MNnTexMWRcFELrFcS1Jbl9kzTSrXA88xVGmwS1In60MEDyRyTqdwbfwylSoXDJBs0ae69gC9sV6iYVul3N22rUIn5G9ougJG+bOxOr4he2HiYjoJze+lVy7UNhJ3bsfWd//5p0niYjos2vPJ9c28/up52pt8WRoAoJ12oZbnWZyTduK7dc+wb7LYsggjnw+iRz0be1trvDpVR/EcfX0AE/QmqGk+oR5gGJrE5n/eEKjc6tWh5MqmYOtBqwTEP3tHXEdx3AiES7xOquGyCTStZdm7AyL1p9bsM5CsVFT00G073B+59IMmWAmJ66wvtE+kKzxAE59Wpe5T6tFGxdl193LRumpawSswl6L+ySGlImepJ7FlK/dM/y8uZS3+zYeQ0lNjac0OT31gvbrqRGmgp1WVI3d6hqDnclvcd2AkJcICDo4ONwHXpywZ2diD1Gsd1JPe7wqLklF80Ny6odhunvZkye4dge8Xku3zO4X9u373pm0+DqpWHgf/JAh26ZwLS1Mng/SJ7XIIFah9O55YD+AT5kkkoCmKxOnCP6Y7gXoj+DelDxPUgIH0F9KIK2UbG+pC4NE9wGiNzE5hLGLe8HBEfuR8aH5qL74zMPL4Os0eC9E1rimVQ4vmw9mDBkUL7Z6lzJSNe9UuWxMoqB7+fa+sU5UjH/OB8tl+GBRnHouPWoJCppFfl5vZG1eUx8stL9TH+yt/C8ioltjTtrwb+88klz7W5t/SUREFwvblIU92cz/jxsfTa79xKnniIjoXMGEhfXZRYLkDbLPDcH/0vrfbZuToO3ch7Zjn1SkH8vBW/tf2u+TjvXX4ib7WJgsQNkimPhCWTj4XPxdpQyZDiQa0HlVXgEmVFPG7LLVyz/UZCDGVDtYkN9Xy+nfPZjMQdfeHFu6ZP05KLCPPLfmxNXGFWoiwrDmpMwA2pn8dgGbMBMxdAKb1z1v9yhLDFPNZ9kmXc9zIsIH0ieo413jPhkUwd4ccJtrr0MkwZKN6WBTql1D34sb4YFtUTbjJALbX0szJmfChgmG4GSJL4gp4B2+d3AMGQcHBwcHh/vhBJzQODg4ODg4ODi8r3AC/C+XZcnBwcHBwcHBwcHBwcHBwcHhO4TneT/jed4XPM/7U8/zqve/Yx7Hy5CBN1xTCSGKS0B7BQpV0BNKLYSVKM09SyQJxSibf8F0vcMPGzXNG9q7p7jKdLDagtH1UOhJ0e4zNa/VriTXKvJ3PlDpMcRC6zNHz5ePRRA3nRX47/q7Vra3bM/WMueonKorBe1XamJ91cJmlLLbjq3sAMNzpMzcnJgb988QBHy3W6zqVC1DyEqTn3PQNXpqFai4mzUWuEVx1P4C1/HZr1xIrjU/8QLfC5TWOSFcGS4M6ZhIeMNKBeiRQrvdK1lbk/KgfSHQcgOZiCOgkWqo1sVFo6CuFrmtSNtUiiOGWuWh3lr2GAR8tydN+dcoqj9/7veJiGg9aCfXChlCwCMo5+I5Dmn6o85Va5fccy5v4mxaH6wX1lfbcKpqz9a2zhZtDWqfBDAGRSknAup2GKfNCM715RKX3c0ZdXi3x+OF46tzHufBFN4Z90TM98Wvnk+uPf6R14hoPvxOxahv5aycLgghLlZ53ffH6bmOQtfFRGAO68hl4npCEdqyhA5FeZtv7R22y/5SOkRubg1Kn2IUzqxrdVRasA8hRKOZiGiDvVGKL1JmkSKrdHO0a8Uqr6P6qonSKbCfOgGvexWdIyIar9qzF8T2tj8Jay9DgFM/z4kNyy1RBeiwIO45LUkb3ouTkpiIYhcf5fD9DU/NgKyhyi1bTAcflHUHy6+wLxR7sDlqf3A9a3jMDMJAqy+z3eidhVCCPISgrvJeUm5auGkhTIdZdiX8tQshMaUNCW2AsCK1qSg4q77QhV/88+TaG//68eSzhoTGN8B/WJPywKZqGNM0Q/xz1jNbWFhg+4nhXIMm178KfRhk+HcYij2RvXcXwsXzBW5r+bz5P0cSxtRsmC97qs77OoZ9dBdEEPhfbCbX+r8gQqS5bB8sq466dyyUbcyqEn7VWoAkEtKWOeF8Lz22Q09Cs2bWh+eWDpLPa0UO4cF+V/+lCOWF8tmHyath2tsTE8/dGrMP9osXfy+5tp7jMO1KRv2IiHpSzqWLW8m1P2hxyFMR/Kpz+b25uuBnrKvWf61m4UlJO5esndgnuk9m9qFv+7P2e3HB9vHlMs8X9L8O+zxWOLbqI+KePCVbz/2pCDD/z6eSaw/+o1tENB/qrb8h7oD/0RK/YaFpc7cvQs04x8sr6ZClxOfyrS4BrKVxk8cck0dMQ+7HueQj4n8FGT7njNJ7e+7A+tU7y/XGEOnzv/j15PPWb7NPHmb4YVNIlKJyE2jLwiaPFf7OUqD4bz/HY9YHAexJw56X2NtH4feo+MB+lv1GezQSseGl9G+w+iuQ6GWD5N5UVd9dfB/4X57nPUlEf42IfjyO4+8qpssxZBwcHBwcHBwcHBwcHBwcHE4qlj3P+xr893Nv876/SUQrRPQFz/P+b8/zlr7TBx8vQwaENcfyJs4HodsYBB6bX+M3ia2N9FsxFBSbigBT1DIRq8OP8pvSHIi3RXBCXqrxm8hmyd4i61t+hIo/3d63N+xdERcrh28troUp5qIzkq4Y0rbpm+y+b29Ko4w3gPi2WjEnJicnyDUQk9K3vr1NOzWZZAjQYYprfYvbHtkbZU37rScuWB8UWVss2XNWhGmBzBdN95yDVHW3uswawdTUJRRDo/QLxqOXF4mI6OrTJn6rwnPnF+1URd/kI4KMY/UI2r/V45OTxxctlaKKzPplu7ctLI3ZPd7WKnOkM7PTol/5w2eIiOh/+YnfSK6dy7HQbRPeqBczXjsPY+uTgsf3fLr2QnLtv/y3f5+IiP7pZ3/L6g1pFxVYX23DZhnSdWtboZ++fcAnIVeqabHhrP4ksr7H8VgQwWBkTb38l6KsvXobykyPOaYK1znzwadfTq6dKvHpFp7saRpunAcTEJnW+doEwbQbR1w2zn899ckykrieAlhnmr4S12g7qKSuKbLW95wdgFOMirBv8J6+2JZZRtkIHH+1YT6cYK01+IQORSYVeUirqfZ22LFeyVXsnsOPyhiCPZ4KW8jL6Eg8zW6+wJ8PfgiE3iFN5nhJ/nbizhEcHN4RhI189BCwjUuy7kAMNt+W9Q7XdM3i2o3UvoJd6F4Ue1+AU+NbILReZXtWL0M64TB9Sq/s5e2ZMUx7w/zc3xMR5YL0/qF279qvP5VcaxY7qb87qpvdV1uKe2Gmnda/G1ibaqfZ/qOw8HCdT64x0UMWprDXdSTFNZ4Kn1o4StWl0+N6I2NFfbAKCMBORDz/7j8x23qjzcqnuj8TEZXuIxrbvstM0suPGiNX2amjRTjNz/DBFMhQ0PHZ6RlL4pFFY6Kgf6joTAupa0l5cMas6ax//TefSa798s/8BhERXQxNXXpRmAxZ/hcR0TDmMa14oEjdYFHfX/qXfz+59Et/l32wZmD+QBa0/qfLlkAhq53PHawnnx+scT9h36H/qtB+31w0325Rxh5ZJ9dfZTFeZYPdCyNg6eh8Wf8n15NrG4n/ZfXqRVyHATA5lOW2CPNUf3/dhIQcOu/RD8lnsIJwLXnrwjCB30C6Nid3KqlrCF1LuNZ1/U/rtlaapfS6QJtSjdPjl/VctVu5srVpVaIOUGw4+X0IiTDU98qDYPP4NPi9F4X5AjY4yqcZMon9nrPz/O9wE2yo3HP0EPij0fubpfI9wl4cx0/e60vP89aJ6P960+UDItoiov8hjuMveZ7300T0XxHRf/udPNiJ+jo4ODg4ONwHGb/JHBwcHBwcHBwc3kW8X/yvOI63iOhTb77ued4/JKLHiOhLRHRERGkNivvAvZBxcHBwcHBwcHBwcHBwcHBw+M7wvxLR/+l53t8hog4R/WffaQHH+kLGB2HdWYPpWUEIomYg4Hj4sHwGipRSyVBMbjLmJuRaRvf0RNBqTsiobc8uPcD0Mww7UtplLkOUady0srf2OHwJKaJzwpQSsjKGEIlyhal0SElT2lhp0crBe5SyhqEGSdmR/V1lge9HMVLtn3rFqMAoDqUitTMQ9BoKvXCnZdTRc0scIlMPrRytA4qIoqBXPSf0QQhZyhLMenGXuZK9OoSSBWnK3ggEdZce3E/Vp+QLXbZgf3e7x+EnWZROBIbD7La53c01o5s2cmnq6bOHrGr10cbryTV8ThQznXB3Wkuu/fyPsoDcSmBUaQ1VavhGPww9oHMLCjG+ZOW29qEcLRufV/TSYScRUHlvdDj064dWX02uZbVV+2Symq7XXNnQ/sMRh+Dp/QDlAAAgAElEQVSdrhhltp7jOYoiyzqWOL46Hkgf7QE9ea/L9NPHFy3MaSEj1ErXI87LXd+oq7rW8Z4NEdi7vm/02cVif+7viWzt4HrCdVYUqi3S+XWN4rrVNTG3vuO07UD7oPR8tH9qW+Zsh5SNIVIT6OdWm8dofdko0438cK7+eD/WsVRgOxG1bb556xBiJPM63oZwsQb3VQAhBdo/M7DvavP9vJWHdmYmor5+y2i8x4r3yQmNg8N3C5UaVF8MBbR13SGVvXda7MYUkiKoawZhA5F833gJ7MxTYhdh+59aJC8VCyLqC36R+jE5CEHVfWPcgP36JtvpScXsY+Cn7ZUmewhrthcUMxI4qLAmkQlvot+SFaKsYbDBGoT8SFswZKksYp24Z2h5mDAA94eDFu9Xqwu21zcktAhDm9THrcFeV8vwwbLwyi5nkehBeFEFBH6T/QjCViprvdTz1G9bKlrYxnUJb5kPr+d/0F/QPX9nz8LRfngd/RLrW8Vf7bMP9nQT/WUuEwNL1Cf62Z9KC/gugi9S87l9BS97XwmTsHELM+lJOVi2Pq/sYx9K6AyM2Rst9r9+ZOOV5FpWO7FPJmsizZDh02IfHw55gZ2rHybXquK/YCICHUcc22z/y+aGJkbYWLmVXFsK06E6mgQB54jOUwxF0jU+WrA67BxyHzaL8PtK6oNrENeSri/8faVhQrg2MWxdkfzOgrWu6x9tQqbNAJuidgbrqDIQGN6uSVxWztj41Avie8HvH1zjyb1iL8dgQz0QDyfxrxpftfDL1kfEZwrS9htteu803+vl0ZfjP4wqIKg94M+xuX/Hh/e5/xXH8ZBYR+a7hgvGd3BwcHBwcHBwcHBwcHBwcDhmHBtDJo6JggGcMizxGzlksWC+xYmkw/ZmyJCRtLBQjJ6wzhbs7XUplxZ3K79hn3NP8PeYFjafkQpaewdPcAov8evJyYq9wcSTf31bjWm4a3KCns9IcYtpHqfRWzMR7O/sPVpB6hZCW5QhkIeUkK0+pCTUE3R4264pjuOXjCFT+iSLuSJzZRJrOnKrD7ZLxVXDjBTOWM5mkxkUA0iznSV6im/wG0XtR0h1KSdRWLam9MO31VEGSwe/VxE0TGOoqQonvp27XL++wtdO21hllb03sVfIj5b4RKEM4mQqIIesmCyGDELvwXJWcqzG9ezA0lmeCg/pzcATGm3Dj62bOLC2dQTt1z75TvpR+/5S3UT/dIzycMKkY4njm8UKw/mhcwbHOisNpM49nJfz83Uqf2d2Qk9ucP6PV5jFk4d1Ygw4mJfAllObgm3QNXo/UUcF2gG0D7rG8QRL17iKOxLZOgrmUsZDmWLDyhuW4l2ZMbi2fDnSRDsZyilM7Q2rbx+EQdWeD8Ae+2qjs4RB8ZrYfEwdOcdyFLuO+0j8Pj81cXD4XsDzvDwR/QYRXSDmGvwXxHHsn5c/+QdxHH/zPqUk6y4naU5nNUhFr+YJGb+FNFM51n0a1mksp62dB2Dt5vheXKOTGjBHxK6g/6T2B5nKyd+DH6YntWjXsmyvCmEWCnZvmFF2Hk6Gs067Fch8VDur6aiJzEbnwPYWJDlCv29sT2U6zJ3MA1vGe4VZjJWPm5Csts+fpY1eHgTzC9KHBT+9N+LeudFk3wEFeJGxo0DmTlP2Otwn9DOW3erxHhPd58xX+3hj1Ri1WG9NxVwOgB11l1nqk7PALhL/JoDn7UiK68fKN5NrlSQNNfjQwoy5n/81gTHVcpZzlvDir/qcqOBUaG1Rgf45NrbUv7xpfqW2swAprLFP7pVEgmi+j7XfSwuWiEHHB5MF6DjOsXZ1TsL0wrmh82XO/8qYY9pWnJNvrguRrfE5dr/Me/x9pfMe2UHjMbC2JNkB+ntT/Q0Ea1PXa5zRl1msOrQJWTYjhOiO0ShMlaOf0Uap3UJbpswY9LN0jY8h1XdOvu+BDcXU1fq7GG2w2uUYNLYT+43RJ2LnvSBdHuXS6bGn7/MU1N+veEcvZDzPC4idhPNE1CaivxfHcfrXoIODg4ODg4ODw3eDDxFRK47jpz3P+yQR/QMieoCIPkFEZ4joV4noc+9h/RwcHBwcHBy+S7zTkKVniOhGHMc/TJwG6j9/51VycHBwcHB4f8GLj+c/B4cM/CURbXqe98+J6O8Q0f9ORM/GjBtEtJx1k+d5P+d53tc8z/ta1L53alYHBwcHB4f3K06C//VOX8hcJaKvy+evEtHD77A8BwcHBwcHBwcHw+NE9DIR/U/EbORP0dtIqxnH8a/FcfxkHMdPBvXK/f7cwcHBwcHB4T3A90JD5p5Oged5P0dEP0dElFtufA8e5eDg4ODg8B7AxU07vHf4BBG9Ecfxbc/zfpWI/jeSvDWe550lor23utnBwcHBweH7FifA/3qnL2SeJ6KPE9H/S0RPyf8niOP414jo14iIChdOOzK2g4ODg4ODg8N3hn9JRP/K87y/TZwA9L8mok96nvdnxIml//F7WTkHBwcHBweH7x7v9IXMF4jopz3P+w9E1COi//Ref+h5RFEJ1PtF/XkWYhaldL5zqqYzeHgQ6OWLKrR/aE2ZNvy5vyci6py3ulQl2wkqjKuaNareD6esnN2fmPL56EFWJ8/KakRkyuGowK0ZWcagYK9K36OJ1btUMLXxt0IuMBXt/ojls1HJW/sHM8FgxiXN0oKZAFSh3Huwm1wbSPsHOWu/9g8qsWO7VGEdVeX1HsyYc+uoSUREp0+1rF2gZK4K5ajK3hoW5XnWrkAyc2HZC6Igj+MSZCSxx+9vHXB9hktWjirf92cmUX7uHGcPwixSWWUvh53k8+6U1f77+e3k2jDmsS7Eb806n8D3w5jb2gfJdC0bn5dVH6yvtgHbFUo/D2cwRtInTyxaloL79aP2PY5HNRgR0fy46VhulG38tRwsDxX9dc5cqVsGAc2KhZmHdO7hvJyfr1yPKdyjcx3nf5J5DdaJPgfXE64ztSmo5D8S+1F+2+vbxmowsjHSNY72T5+N9kbXEfYj2iu1YWjXKrrGYUfQrARoJydiO7vn7e+yMuHlwB5TTcYI7LFmXpnLEiA2f9bASFqwCbJnEOwj3nEdmsTyn4PDe4A4jveJ6LNvuvxV4hCmt1tKYjsizZ40xexJ+q9d8yWrRlTEzB6SARPWnicZ0GqvQ8aXZfkDzHDXse81mxxmF1LbPMN9L0r7YTPNyJbhh835Y5LhCLNeTrKyOY4hq4tkV/EzBAW8DF+vB9mT1EbPIK3faKpZW2zP0Ax4uG9htqn4Up/Lnpj9r4S8j07jdDagcWT2diR9mJXpEvflu0fsO6xt3IY2QSZQ9cGgj48ki+K4CT6Y9AmW3ajwHhNQOjsNQvv47k7T6r+KbZGxj6wfVjbYZ8D25T0dM3veap6zAu2Jj0RE1Iu57GE8Sq6FsfkYWRjJ9+p/cTmFVNn6vBAyP2rWJ6yr1h/bpN+PwEfCPvFXbtyzftjH2u84FupDof+l47hZs0xO2nc478s581mu7XJ2TsygWfbTPyG1DTgnFfNZNSVrEMxxnfe4FnSNYNZIXEu6vtDfi9R3GUE2pjKPuZexrud8JfGl0CZMSmmbgTZF7QyWo5/RRqndQltWDu2zQtc42ka1lyHY0NFqOuNkA23wStpWJ9nxIKOS3xXfCzIvkZ/eI3TfyOrDdxUnxP96Ry9k4jiOiOhnvkd1cXBwcHBwcHBwcHBwcHBwcDgR+F5oyLxtzOCUhQb8ti/KQc70yN7sLT7Pb+Van0GGjLztgzJDeVM6aMBpwIDfOOYKdi2q23P01LmftzfjWachemq+e1RNrjXq6Te4yOzQN7P5nH3f7vDb6AGckOvpw+CgZGWfGaTqM/fGVU/n4Y3r7iHf3yvbvVqfdq+YXFus9+D79NvcYo77YrVhDIG7nRq3NeMUCtlM3YmdELWnxbn2ERlj4c7AdISWq1yfSg5OKuAUQVk1Bejn/ZeW+BkL9oZ+EnDZByMTLFwo8BjhG/UszJ1a1LndR5Ny6u/w2tnaAZcNpxL4HD0dWckZY+W/+8LniYjo8k9sJdfKnmaHtzlR9NJv4fFU5kj6fDeqJdd+5Q+fISKif/rZ37JyfC5zEqeZRNiG+7VV+yTrpA2B7de+x/HQMcRTGx3LwifuJNdCLz0vcX7onMF59OZ7iYi6Ec9HnJc4X/tTXv84R3Wu4/zXNTHPgOPnFEI7oTloW1sree77KTyvJ2u0eRrWN2Wsb0/ZN9aWg7tmH/qlUeqefo/bWK+ly55nnFmZasPQrqlNwVOm5BlwgqW2cwL2NJjCKc5IPoM9LomNxnrHat/glKYhNv9gEZiEAVh72TPm9pHjxAk4oXH4wYZuMcp4CXpmp6K8rDtgyFRu8/ftJfOV9LQ1AKbuTPy41oPA8ujL/lOwv8uZmaLhSNgPhfQJMdqKgZwmH7bMzpZXeC8IwcYpkzGCfVRPu7t7du+wlGYqTo7MV6psMNMB2StZ/mEodjraNhs9EDscQL36wqCpVYap8pCRkgfPdrHB7ds5tL2+kEvbUWUkdmCv6yQ+mPXDRD7fhb2zKvtJBVgQWT4YspR729yPnRV7XiT76P4QfLDiQNqXttXz/hI/b3W5nVw7GKfFp/Ha+cZBqq7K7sijTyc+2C//q88n1y79DPtgFW8fSuf2Te7hL6oPdgB749aU+/HXf/OZ5Nov/d3fStVBexbrqvW/XzuxT/R+7LtIxhT7WPsdx0LHT/0eIhvH/IaNbbb/ZXND58vdTP8L2EPC/OnM+V/ye2cKLDdheuMc13mPv3GS3yvQ/+h/deR3Thl+z+nvMFyb4eV+qt7J7yxkqsmze0f3sRkda191uTdXHpHZI7RRarfQlmlbJyEyurm/kEmj9jKPNnQKvxlG/BltcCB2GW11pL+z4bd35TaX3W6A7yUMmbk9oizlvdN0QN8NToD/9V50q4ODg4ODg4ODg4ODg4ODg8OJxrEyZBwcHBwcHL4fcdxh0w4ODg4ODg4OJx0nwf863hcyIYgy3WGK1DiEXgZBoaOraUq/AumgGpURNIxSVv8TpqkdfthobShqNBCq2RGEBqBwpaLdF+onfFeVsKOseiF8qGNwk8vpVSz8Qil8SA8OMsqcZaT6mqOBSp91hkaf0/6Jbln4SfiohdAkdQSaoU6EesFotXsdptXdaZtwmdICUYz4YGDPURGwTmAUYKVKPvuVC8m1pz/xAtfrHuEwUQZ5q3mZqZ57QMesitDdGweLybUnNm7SmxEBHTjIEAlbrzA99M7A2qqU3Tt9o2hullkE7V7jr2XXfOMV/vyP/h4REf1R52py7dM1bv8oMFpqIaMvRrFRFreieqocLRufp3VAqTqsb13CgG71TTRuVua2bg2MPqp9khX6FVF6XhLZ+L+4u5ZcK65wTTCESMdyvkwR4ybrB5wfm1Xu+7/4orV/+pHX5p5LRDQUMTmcl1nztT+2vp1K2A3O/1wicpduP9JQcZ21hdYboXCkrNEs+nbW+p6zA2AfekNeRyiOq7bFf9RCErOA4682rN2xem+3eNzr5SG9GdhPajvRnk57IKj9de7n9ichhFLsLNptDelCcTi1+fEQQ5asH/P7It536q1FGB0cHO4DCRVsvmgL+eCDGrJkfzaW7XBOfNtLCzsGGr5TM5+r+izbit5Z8LNqIEjeZXvWBj9sFKZd0q6E/Ez79t2ChDYEGTYVoXbvys9+Nbn2xr9+PPmsQpi5ttkc/zSXiQkeMu20PHtWsvp3pK45DMXfYhudu5IOmUDkYK+rFXgfOfDMRt85ZD+kXDQ/MhJh0cO+hWaUJNS2A4L4uvf2/sVmcu3sL7xKREQFCEm6H+ob7EfuDSzctZoXf+LA/IlH1u/es4wIQql0fFYrFip8u58OicFrpyERwJvhw+St+byX/exP/V5y7Q9aj/CHxnPJtV6Oy6t42f2gAr4apoTlYNn6PH9OyDj9u6Im/tf92ol9ov2EfZcF9YOe29pIrhUCbld3bP6XjuP9gHPjbJ3D7Lf/+cXk2vgf3SIi88OJTIQb56TO0wO41tffLGBHdN7n7hMmj4lNdH11izbfp5o0BtZmlq3QdY1rXX+7oU3oNdlWod+DNmXrt80nfTPwuZUij0//0Pphx+e1VC2P6M1Av1XtJYEN9bpWx8oN/tx71MpRu4y2OrHfYNMTOz+A+SUfcY/Yf+oEvBV5D+EYMg4ODg4ODveD80UcHBwcHBwcHI4XJ8D/Ot4XMvB2MTfg/5nAGzkPUzDqYQ2cTGgqWUwpq58w7evR0/wWsvQKCI9BqlQ6EtEpYOR08/wWM4ZTGK/IZS4sQUphPRWBOsylzxbhKRQR1Zfag4GJas0mwgao2ltdnG96guzDG/apFITPDmvc1h4I+OZE8AoPdSL4n6nUcZoh4FmEU5W1Brf79r69tT/cq6UqO+xDal5hGmAdO21+G/zwU28k11CsNbkX0jlq+6dwIhDKW3FkPmhq8iH0bVIepuP2bFy1hXjaoCmOX9pbTa75S9zIO11jzZyS05kRpIceQ71V1BdZJWvhUap9v3L9rxMR0U9ufCu5thTYiYhiP7KTqN+5+wEiIvrs2vOpsufE3mRVYL2wvgnzB9qlwmmvHiwn1x5b5VMu7CdMi62YZMwjHA89TUOBMh1LHN9ECPceh0A6Zx6CefTt66eJiKhWTwtit1o2T+KJFXq7zWslLBur5vQSjyvO/+T0ZG5eihg52iVYZ31hsUzhZEPXKK6JpN1waKPtRzuA9mHQZXvmA9NQ9SvR3qgN8qJ7sLjEhjVA6Ptwn9f1YM/6zCuLHRnDOrkrYwhjFGxb/xw9zWNUAHusrY4zbPmcfZdi/D7YzhyI5MmeMT6uVNcODj9gSDTiZQ31Nm0x5bppw6tpTuOM1PY+pHbWk2M/D+Lql9l2lW6Z3S+AlmqcE1Ff8Pv6ypgepk9qq2u2P6rw5pwflqSKBRFK+fzaP/tYcm3aB4FOFcVcTLPuUJhd/TA8SVcb5lcgBa8wCKdFEOs9EoFR6EOtF/pgyMTUpBErTWvz1h77YaMtsNHSd0eQECNJvQ3P6+8yq/jSPzQRfWSVJvdm7HVYR907kP0wnEoq6UPzQf2NWO6FFL0ZKZKT1NrAxHh5ZyX5rKzS7Y4xdzfKzNwdQtICTWCAgrrqE62FxqhR/+WfvWpivH9r8y+JiGg5Z2xlhKa2/je3Pphc+4lTz6XK1ufNYHOcJGm2Id2zzCFsk7bz+r4xvZFlpP00itN9ODdPxffBsdir8NgPgOmq44hjqz4iCk0jdL4UYQ69dI39LxWrJTIGb69lc8Q7FNbMkfmF3gKXt75sfRhmPDvxuebWtc1tXV/oc0bCssW1qesV/dlYfgNiHybPRZugAr7AfEObUpjx3EHb43lpv1jtVnXJ2HLdbfaPDw9szEgTF0zgt94Bj335rl0bQWputbcB2GC1y+h7qV1Am652PtdP9wPuEWr+4rcmJjp8l3Civg4ODg4ODg4ODg4ODg4ODg7HDBey5ODg4ODgcD+cAMqsg4ODg4ODg8P7CifA/zq2FzJxTPP0/IoIq/bT1FQiIl/YYuMRhAMFXN0Y6fCaRx6Ek3IFpqkNTHuK/COj6zVfYN5Vq2TNj+oiPFk3GmdJcs8HIH6ktLkhiK0ibXYgYRkaukBE1HiZ/91fgXConoQVLNrzxlP7fhBwOZEPIR1CtZtk0OuittUnFiZk7Q37u84FC98q5rh/kH6rIlozoPOpGNgq0GaP8kxD7O0abZb69uxeyM9p1CyE5MrmNhHNC3/pczCUZgAUupEIs+6PTMD3qMvPLuSBIiyhISUQxBrP+Fo3sjZnoT+zMdK+7b1i4VmtGrcb6X4qeruStzC2EMTgZiJCimK0KrJ7KjxMrv3Uqa8REVFnZjTF10YWLqUoB6PUPRUfRLuk7CG0RWnHR5GN0d7UQp+0Ddiu1ljGFdo/XeFxw37MEjfE77XvcTyQ3qwYjWV8Kza+vrRF5x1e42dz3+I80rm137dyWh15XgvCq/IgrLbCdNFm2eaoPhMpvNrWKdC4exMJdwQR7bl1tsrtmnXs2X6T64vrdiChdjmgqWuoEdoBFJGLZY1HFZtbS2JbOudt/FXwLgrTVGZsF9q1SoP7YpAH2m+XnxeAuF1V9LJVgJeIaHzKbFgothftsT4PKccTEfmLwL7nexLGhFFxEJ+kewbuI/EJ2KQdHL4niD2aaYjOTNeaLaCwLeu0CGK9Glq+AKEsIghMMYQXqFAkPM4TQc2B6cjSuG62rXJHxM7Bfxguy+JuWLhAXkJLURTd/LB0CBGGZmgYQ+0NSBhRhzAh8T9nDdtzNORnCHZY/bC5EKlpOiQhOOR7ogW7phq8vYHtGYUw7YNhuEYSyhPYtcUmh4W0wf8dS2hK6WUru3uJ/602bX87d2GHiIhqYVq0fTQDvzMKU58PRuZHdMQHy0EdphIupaG5RCbsej8fbCB+y1z4/LMWynP0MW4zhghvi/+yWrC/K4oPFgUQyiI+GPpnm3mOmft7Z79sbRIf7NWRJSJAVINh6p6y+GBYtoZDYah4K2K/ZG9iddX6Y5uOhuKzQNunqzvJ55704/38L+13HIuOzDsMa56qyG4V/HhBCcK2s5JX4BzSebXfs3K6R9wWlIwYnOF+yi/YvfUKf8Y5ru0bwjzUkPju2HwTXEvqDg4hGYCuw3gd1oqs14EPvpm0D30zXf9ozHzxgTT5BRFRFWxK5zTXDQV8S5IABQV11UahLSss8jodg/SD+q7FPZBskJ9hnQfg92gdEteIvcUZEqksR5wee4L+Cjti+0HaIxiK/1uBOaD7xtQF17wbcAwZBwcHBweHt4AXn4y0iw4ODg4ODg4O7xecFP/r+F7IzDwiEIfUg+9gBCeg5Tj1fXjX3hqOl0UIrWRvBQMRWcIUXjpyQcHejkYNe077Ir99nMHbQF8ELMMM9s0UBNO6Eddn7rQXTkpU4Lb4sjEf9p+U+oKIcP5ATsNrcGo+xqNhaV/GSfMQBEMjPZ04hBMseVPa+pAxCfLPWUrCO1f4/kbFTlBKIb/NzUrNG8Ib7Koc90wXQKztyNpaq3KZ9aK9Cc9nCPB1pvyGuxXbvfhWvD3i63f206kBESqUnC/YnGiPJc0ksA8Ggc0jFc8bw8mQpoWM163P9I18tWDXnr2zkbr3wZq9rV8V5kwjMNEuPU0p+nby0JTvl3KQ2pDSfY8CcSpGhimne3LC1J9ZHVrCjNkZ22nLSx07/bm2xaJ5KmSLbZ1rv/RJKzCGi54uIJMKT9W075F9Mxjy98o4IyKaybx98Y7Vq73E92Lq6WLGaQ3OI51bON9msqwPOjbmhaZ9r3MY57X2bW8KrClZ4wMQI271uC9m14xxNIZ15k3T6zGSNd4bAftERbthl9FraAdmIEasNmNUtHmy/yS3ofSs1Wf/Ms/NIogWh5BaNiv9o9o6tH+xnAZhHdoX5RqcKKOdVds7BZuo4nERnKrMBlzHcA+2ID14R/F32B9iPZnHfWSWPjF0cHDIwIyIhJHmKfMMTEEopM8ItCX1sL/yhq3T/ilh6pbBVxIhyaz02FQAZguc6A6EBYvkiLjK3+cyhCknkDxBbTMK1yrrbgInzaXX+HPrQWgofMy3hGlTsXKGsl/hHpbLSuYgfhjax9pd/typwR79ALep/hdmo3c+LClqq7YvlfO212X5YTnZryolYBrLPjoGf6zS4DLrJSs7YYACe6M9TjNXh5GNc0t8sJ19E/9XWx4CS1lZSD6MfUdSLOd9Y64Ocmn/Vv0o3HeHZ2zf6steWINU3y/dZp8Bkwl06lzXtbwJ8y7mmF1TBkax+mBN8M8WxQcL7hETof4W+jyR+GWdCNI4iw92MLU2b0s+4ZfbJlT82l1OnIBittpObDv2ycGYfbq8n05e0Ye/037HuavjU4C00LoXv3zHWNmrS9x3jTn/K50KHFldOq9wrumzhws23jmJPMC5q/MZ17V+RpFd7Zte1wxT9evW7+0HpY4gDl7WdbgEfuoo/dtN/a858elRLlVeYifA90KbUnyB69O+YG0ZiP+FPpWukbnENPIRxXinVUlgAL6gTqs5VgzYVrW3M/idGYuNikH81+vz58od8MfSSzPZD6ZgJnTfiDPSuTu8cziGjIODg4ODw/2QQRd3cHBwcHBwcHB4F3EC/C8XCObg4ODg4ODg4ODg4ODg4OBwzDjWkCV/BPnf5cm1N4wm2L5kfz5pzOTvgAIrVPVgz6hrszx/Hy2AEGghTZ/1kQ7WFME0oMtPhCIWId1LKjmEkKWp0NnyN4wmOFoFeq2EU42uWDgQCZXWb9nzplVp3yxNLSQiGstz5kKxtF5wj37W8oiIqMf3Bk2jP3qXLTRGhTB39oyK6h1IqNUZE6utFIVyF6TDuJCGNzuwdsXrSu8EgV4Rx1MhUyKivoSB7B5aWA3es1CXkB4QFFaqYadv4z/dFVG7s0ZV1XAnpLQGEL6UFfqif9ts9JJrW3dYme/82d3k2uOn7xARUR4E+K73F5PPv/vqI0RE9JEz15NrVyosfLYaWh3rPs8PFIXLgxCwYgzDr0LS7ZlxCHcmPIbXekY9/crNc0RE9OjGXXseCLFpG/aHRq3Vti6uWh11vO72bZ5k9V2E4UsyrhgWo2M03rBrTRlf/LuehE3d2rPwOgzpWVnguVkOIYyJ0vVROmgI8zJcSc/hMVBl9dk9EOMe3hTxYxDezgvtF9dTACGEsyMRKcT1KGsU1/dolOaI6lpG8T1c61qm3wXh4UaGvZF7BnsmtDfbAXH0syKSCWF+vggBYwhALLYwPLL6jJdFtDefnqtERJGEKs1ArFcF9gIQ6I3r/LzJAoyLUIRzPXte9WZ6f8B95FhDlk5ADLPDDzBmHgUdCVlS84Si4bJkfQgTnDTEvubBD5N7wx2ze8FAQi42IOSxKH5YAAsHRISnNS6o9jKE0dTFBoIfNhE/bOAdwu4AACAASURBVIwmdcjXCneA0t+UP4BQqsEDYrshrCgHIuWJqDH6AtKW6RjE1d/KD4O69k9xHYI2hJUvcx16T4E/Jv92DmwPnr4O/t9V3h/LII6PfljSFvHDSq+Av/WAtA3DhmUvV1F6IqKB7FtHLavDDEIbqgsifg8+0VT2zAHsZeFrvL97V21P7I44dAbDUTQMy8sQg8C9uLJoe9nhHQ5ZL53fS65d3dwiovlw5hs99l/+3csPJdeeOMsK9FeqJo67Jj5YI7A2VTLEf+egvwMyxHq3J+YbXeuyD/aNG2eSaw+d4qQDjby1Set/ODQ/TttZWbV69SFUejozPzmpliYdwHAb8bVRdDl+gUPlppdtAdXqXJ8czKmuJCrYumuK1LjP6zwoheA3ZPiD+vuiDnNycC7DtxVfAedIvy+hbi+Y76JrOCjac3tPWciZhmEGezYndR3i2hzJutbfVog4w+9Bm6B2Ige+17SOdiYtSzHd5jb44D/1T/Gc9aEtnq91gAqJL1S5DTIPl+V5YbYjomvXA7He4l1JngDyHCoNMgB/3BffLGxhiLhW0J4RDLiysZml48MJ8L8cQ8bBwcHBwcHBwcHBwcHBwcHhmHFsDBnvTRpletp78LhdKxyAEGZBxIMgxasyX2aLkMJVxKk8THErpxNR096gZ53SoJgcSZraCbBh9G1n5VVIwfagvBp8yE4DKjlrnL4dHuMJ+L6Iv8HJjV/hN6SQpW9OHC6St7n+EISXSnJCXgHxNxFX89YgbaPcG0Hq3dKavdJUUdOgDoKiK1yRNrBPDp9l8bHCZWNN5CVlNopSYZrM4VgZEunXmYdte+tdKHAbzqxYKuhKOE7dM4LUk1sdPiVQ8T4ioo0rzF4JgWmhKex2Oiaip2/eiYgCEThdqNlbdhUyO123ti6X+fubf3w2ubby2Zf4uUUTZKvmrG8fqzP7BFMR/tHOFSIieqRpjJXLJT61WQRR36Jn46rA9OoHkrr65YGxYZ47YpHhJxZvJtd++sGvE9G8+Fp3avW5OeATkO0/OZ1cu/KpG0REVMjZPNJTKxX3IyI67PAYRiDaiqd4OrcWIKV09Qpf2z6w0yRNV75eM0aWPnujZmOAJ3pbLR7/7ZGVo0wqhM5BnJc4X/XZmF569DKXmb9kz159kOdWgMK7Uk4X0l6PDuyky5N1HZZsLNUmRDBvZz1Z3wNY3yIYp+kLieYFc+M1sX89q7cvts5fBaaViMl5NRuX6SKwbnoihP0tOxntXZT6gp1U8bc5Oym2E0+U0G75R9wuD5iNs1VZ12AnfU2FDUwaT069Nd0iEdHB43CyJo/xJiCIl9a+fNdwElT+HX5w4U+JCgeSxlr2fjw57W0K+7Vt61lJA7M6LDSxSRNI7TyWE10fmCG5tvhUi8A8ALsQiz0YrAN7RVjEU2S+yS3V10CE/5KI1F6yfUaFy2NYp8py8Q+BsQLCnNNlsS+4uCfqUwLLb5hOCa4CxH6WjR6AjT4Un+i07QllYR/noF+jZThdF39l+jXr5OGj7CvkgbWgbT16BMQ9M0R2FZqSmIgolFN6FJetZvhgyGzeE6F89TGJiBY+eEBElsqbyJg0B13z+ZSh4MMeY0kgbK863bD6jKrMytj501P2vB99nYiIVovmO9Vy7L893rhtbRUf7E+2jXr/YJP9riuVreTaSo59kCz/i8h8sN2psVSu9daJiOilI/PFPrh0i4iIfurqN5Jrifjv1HwoZfMcfnE9uXbuh9lvLICI7ggFlgd8v6YdJzIWWQF8DWW1N6vmF40+yNcO96z+yqBpgBiv+rsEPnAX/C9lsx8MrV6YWl2hTOABzEkl2KHPNRZGRw4SEvgyx4tP7Vub/HRylT4wmWNJ/R41gbkjkQq4BJS163WB2Ze1rvV3GqzrsTBuPGDIBF3w3VZVjByYL+KmTpfBgZLfZOVv2Th2L8g9mMxAmIyD9bS9RKZIDGxhZYRHBfuDwXnxBdHu6kdkMYuvByQw6m3OUvVSJk3+6Pj1XE6C/+UYMg4ODg4ODg4ODg4ODg4ODg7HDJdlycHBwcHB4X44ASc0Dg4ODg4ODg7vK5wA/+tYX8jMgCpKKvgGnLIhhCfldpnaNUN6utDKULCK5PMU6PBToYXl74BI2grQZlWLDei6KizXP2WkoeKehCc8BKKeZaYHoqgtipRNJBxi2rZnexI6Va4ZPTBIRDTteUPPaKCzDpez8jWr9s7HuT4BPLtSEuHdnF2LyvycTs9okv2uhVhUCnxPAcVRVawXQn9aD/Ln/ksmsjo8wxRFH/4Ox3XQFkFdEMSLDvnZ5Q2jmK7VmSaKYmc5KHMsdM32GEJDpMxL6yayWw3T6lLdCd/TH9kY0A2jCI7WpP1NC5dZLDBdswbitxqqsvLjVu8vPs/01+UPmPjagmf00GrA9zdyEA61ym18vrORXOtJCNGVynbq3rm2RDaG13prREQ0iGyefHr12tu6dzCzvvjqi6z694kffz65pqK/EYT2dCZ8/xAoyyMJd8ltW3n+VXt2Lc/jkTUu+h0R0Rt7LISM47uW4/mYB9puDoWOWfeOtttGvd2/zvTfYAHCc5RSC/NyDGKFw6GE1dy0OVF+8IgfARReDaFCwToV/8X1FDah/RX+jCF7Ewnv6hHQbCP+PLe+nxbaP1DSi0VYo7I+ohKIKHd4jNDe5JZEpBAo5GGIlFwus3fZ2lV9ke8fLtvfle/w950LYLeFJh1DyFp+F2jIIvqbq0FYZZgW9Jtq+BbYdxUTHZ4B8UsMB5UwhniIMVQODg5vF6pFr7T2WRnWtoSSRCBIHkoYuYdC2uK7oZ3yxPxEYdoPK4Lw7nAtww8DweCF5/hi/xSEPslW2rls9wZiX3Jg4zwpbzpJhwjMtalhe0WQS4uZT2T/8DpWzvnf4Uq89jctBMfL873FstmrnPh1sUVhUK8kovYt2zM0ZCkPIcIYBJAXf671Aeub4Dne9/oXbL/R8J8YhT73+Tld2PPCLfGJL5rfstJgv6ZesPLmfTDZt8aw/0vY0fkz5oNlhZprqPEQBO/jQxG8Bz+/IMk4FotWr0Ye2ie/wpZ/zHywb36NfbCVj9m1xZDvr4Ef1MhJONSaXXuxwz7U16fnkmtXq1upexEd8aNe6FqIkQrpfnLtleRa1v16L/psL3yTn/2hH7tmdRX/C8PMW2Pz30YyFocQCuf1RMy2CiHjBf48Nybi5qBvc2OL/a9ewepVlnvyIPSLSRc8iZ7bbdnkHr3ATtlkHeQh5LdLXABboGHiEI5cEDHo+APgh1dEbBieqzN7GsHvOVhL/iq3uVa19nnJPeArxXwPhjwn6/pvQ9i5hCqFILyr4X/oe02gDp7YmXjB6q2/0zywUSSuaxcS2NRelt+MZlqofIefd/gIxlxJvUF0vbgNYfeauGLO9xJ7ZKWYcPcoHSAzPAV11dBCTHQjCsSF6PhDlk4CHEPGwcHBwcHhrRCfjBhmBwcHBwcHB4f3DU6I/+VeyDg4ODg4ODg4/AAjDojGmsZaEgR4RUg0AOwWxURPi4EROcmrACScnstpKpYRicD5GNLdl2/Cia4kZ0AS5GBV0q8a+YH6G+KJA+tQhSlncAKubOOoDQkVpF7FJWPiFvNwmi9ePqYO1rInNWOYKDMmqtsJckHYi1gepgROnifXDn0TUW8d8md/aZb6O6xXqWBMh/YVYfF+pQzXJKnD1Pq48bKkpvVtzFofYhZBvZBmRUfQ9gkouB8NmDVweGCMiMubLIq7UDQGcN5XJimIM4va+rhk5Y3XeOzzIHyqyRSQFaNsFyJjSjRDe175aWb2/umrRjP4sSsvEBFRCJOp6Asz3bc+fKDCYrEvtI3t8md7F4mI6GzFEkwgVIQXBXev1rdSZSuGM0jEMKmk6voJqf9K3ia5thPnIaI/5bHsLlo/jKvcn3Vgvmg/IkPZl7HAa/lT3E8v31qFv+N/myVbKz5wK3S+FGEOtTe4/Y1vAltEpnTrCiRDkKQr9Wu2/nsf4bbUYY7rvMff3sqy0jVDRJSrWh0WJB13PiMt/AAYWpHYilE9Y13XgE1c4M8FaKeOT5y3dTYE9u5wn9fKtAUs6LqkuEa2jzYMbNlgjT+X70KacLGDOL08YUmpMDsR0XAFytZEMRl2PEaWy4DLCQfACpRxDPLpezFpw0zFmRuOIfNu4NheyMQ+JVRXIqKcbPRBDhXjQWVevs/dNtreVGiZPjgCGvozV06VyxnDJCzdANrlsjgjQF2biT1pvmh1Pnhc/i5IOwIROAL4Wal06OjUmmx4SlmOQGTGAbMDDMQZ2HkahkiMEIYxJOFHQH1Vw4nOwX7HjNlBiz8HQK8ryv1IUSxL2eMLtnHMXuLNebwMdGVwuPI7Eg4yNcM0uzyYKw/rOAVZb1RgPxyygds/MmfgoVMc3rNUgA1brD+GlWjZwxJQpS9aG6oyDs2CbTxNCZ1qQqhRKPxuvFZ6jDf+/3DjYnLtmfMv2D3iEBR8GyP9fKGyl1x7XhyCPx9dSK6drRzQm3Gjtwjt4rY+XLcMAfgcxUgcgsOJOW5Y378mbVjJG1VU24oOmYZs9WEsW4vc98OqjSVSYeviENRy6BBwOTV0CCQbxYt31lJ/t1AcpK7hZ5xHg7pkq3jR2hqIovy4CZm3jsyO5Pe4jf6DNie0TJz/OqeGMC917eSBzrpUs/lYkjBAnI+jQNTv4VpXnKmdp+HHQy3tCKDNyAWaRcSDa1zfzpG1fyhZB2ZIzQ/STgHatb5kEVj8Nm72/K8P6zuW9VrYAyow0FwDyTyC9lhtHdpJDSvLHVnfzjZ57uTvEQ6qmb3wJ098nLL0J+CExsHBwcHBwcHhfYUT4H+5LEsODg4ODg4ODg4ODg4ODg4Ox4zjC1nyYvKB4qVCj7mMk1QiE80dnbFrnoiVjUHsSsXd8N6EaQL0qzGwQVQ4DsgA5EdCx2sB+0ZEjyYgIjlROis0Ldi3U25vmb+pNoFiKafvKJibhVwA7AQRzJuCOJxS6UKg5ulnpFMqvQ6v4T27HS70zh1jXywsM1sij+LAQp9Eyt1oU4S/bhlrAil0gRzKty8BnVle+42APtgVOm1/Yn3XHti46mn6lY2d5JoyYyoBMm2E6glMm9GMn1MGYbNGBSjLwgYq5mwUlXZb8K3PytoYmCdleXbhrP3dbz//geTzZ66wUFsm+wTquFJkdsYbnaXk2u//zlP0Zpz9kRvJ5/O1/VQ5KtyLzJbdMSuH/ftrV5JrP/6QCfiuF1rS1jS7pk9GPdU+wX5SNkwB2FfYz3k/Yz4KawgpzfoYHN/X9rgvcB4gHVdZJziPdG7h+q6/whfzRzAnFkFkV+ZwCea1MtUGwD4ZCyPjcM9EhCtNnkcrNWPXoICen0GB13rjGszJWp5Uge0iaz4HbJYcrvUM++GJOGdsutvUFbZMdNNYM+Ol9FjTyPonJ0JxaP/iHLchbNstvrAOjx6CuuTT7JsIRH+n0v6oA3ZS2YlnbF2WilkUXxB1l48zFJQ7CYHFDg7fA8Qe0VQTGQitHUOMlNXmA50+yPFam5wCpuIe790xCLJPhd3nge0iWbso+j8Fe7fxJb7ePme2orQn+3kBGK/ipnhDtKm8B6BFDA+FibgAYUULvH9g6A/6OAovsvZNc8LEA5azfu2VwB6Lj4rlKVNZmbt8jeuNjOTDDtvmwxsLybXSOoSwaNKHDOZv+6rZ8vqLbFMnRoCmkYjf456otnMCdrkrSQ9QtLfbt71Xw8EubpqA75KI71ZyGT4Y+CBj8WWLwNyuSrIJ7K+ylFMKkFGMPpg8B3ww/dvCJRPF/cKLV4mI6GMXX0+urRV440KBWPWdFoFlfaPDE+yP//xRysKZR5iRvFFupcppRSYGq3v+9qieXPvzVzmBgvqFWK9ipv9lfjX2ifZTtWis13Hix1p/aUIE7MOc+mS+9bsvCVJmMLZvbIv/BclAdMyIbC/GOaTzqnvW+jh/yP1Q3AFRaelunLuhzOcJRAnob445Md4t/r2SX7HfVAs1+H0lrGRcc1PxNZGVPJb1OoY1rJ8woiEnv1Pnf2dl+F74m1Ns1OjQ+s6/Kb75wpTeDBRJ92VIw7aVV9rlz4OB/V39Otdn50mwg8UMewshRrH0owotE5mw+/QUMNbFH0Xbj0LnikhCI6clx+V4N+A0ZBwcHBwcHO4H9+7HwcHBwcHBweF4cQL8L/dCxsHBwcHBwcHhBxkezedWJppjmOnpaDCn0Tf/HRHRZF3YGz1jVuRvS9pXYDJEwsbx8BAXDlb3H5W0vUaSo8GysEmG9rymkAv663Di3uG/61r2Ypqs8El5CPpmKiAb+NnevDJQkImXfMZbMjQs8Z43A0/Pla2AemhBXdguIHDbOTRGY05ElKfLGcxGYAj217mcwqFda77CR+B7jwFjJeTxGQDbeyin9DEwHOsbxuxdFRZoI28DpMxX30szBjBls/br7C36iL9PMxmiDCUFFOtV5kIIrIbPPfxXRER0q29U0X/ztQ8TEdG5B4wFUs0bK0ChunEbV3dS3+H3ByPQYZTPXWCJXX+dRdc+/LCxdLReC6BDmMWMUcYNth37ZPYWYmmzOKPfMyYsjpmOI47t+TVmYO90jJZ/cMv60xvLfIF01sr0yPWsfosv8bgcXbK5pvMU5+5E7McE7Ehujz9P12wN104zo6gO7CDV6iMyBvrcXMtY7pnrVS/F6b+LM/p1bg2DTVE7g7p9E9HoC3etfdXr8l0NhM63hCkELLdBjftzBr/Q1V7GyGAEBk0sYxGAWK8um/E6aIxWuO9Qqy/IYACpokmUxUJ2mr7vCt7zFzK4cSG1kOSzX4awI6E6jgc2wZUWFuWBaiU0Lg83WZhAbWYRUjBKT9zRghmRxktcZm/TuinX588qgklENFs141Gq8IIsAC1TxVFxMWc6ApSG9zYn/pz4qZSUQ4oi9I+fOANm1A6O2BrEB0aZ9BbG6ToKZW1SxwVsRqEmBicYguGVUIU2hEi0J9U330rLG0YJXVtgx6AJG0bev7czEGVtSnPhDunefbsbGToDaoRPFY6Sa59/9JvJ55t9piD/4Vc+llx76NGbRDSvcp8VxnLqk7fSz4bv98UJOByb49adsEPw4rNnkmtPP3EtVa8GeL3qEGA/qkPwdp0qL2Mu42ccD2G9zz1PxxLH98IyOwTbXQsRunPTQroSfnoIYylOQgjzLRiLGPGG/RnOV53Dg545U8O+0PAPYf4v8vxfXrWYnXqRKbwYppSD+aGOk/82Q2my1jfemeVEzDkF8hntTVTjOg5w4961dpXvCC3YphFVbvHfohMVyS1zP7I0RAqjhmBdz2Q8CMILAhEFnm0ARXZRnIJ8OtQSca+sE+8FXHSUg4ODg4ODg8Px4iT4X+8fb9fBwcHBwcHBwcHBwcHBwcHhhOD4GDKxR7MxCD0KnQsFHPEsWGmCyBAI5HQ2BKrVtCxpZsfQFGGx+G1731S5AUJIcjCOLMDinqRmLULq7Qp/hgNw6p6X/6kDZa4AaV8zqF96younvSpeNQKBrOHQmD9TaYM3AEFhEVkagDiyik3hqbnSEXM+CMLBubue7ofAoKnk+VqvaSfp3QF31LBr15RSiBTZGWTuzfW5Putftjre/bjQMVfheatM4ZxLmVywzypihqwKZR8MIkipLUf1gwjEgSfMmjoamuDaUdc+6/xB4dmiCKghGyapi29sCP0eaachCKjVhJ1w/of27dlCRdgZGhX0VoepoDuvGgOkegbUUwXdmyYQt3qRy9ysGTvnfJVTZX/wh4xdkwgPQx2DDP7VCAauP+M+7U6NNXI04T5rjazv9nvclskE07UDGyaL5RAoIyddBxxfHfOViokbFs5Y37ZE7LfXsvoEba7H+pdt3MYVpb3begs7IPC7IOsRaLEFSSlfvWBif7om5sSfxR7hekJBaV3jo8js0UCEqwcjm7cTYeR4Pbi3JGm27yH+Hak45H3EwdUGoV2aLNv33TzXp3QXni22DpjVVDiQ9PHLML5Ch/WBXdgDQb9ImEgeptwWFgyyeHSeZAn4RmgnMVW2zDncR+g+lHgHBweGNzM6+6wglPgQ1prYZy8jjAmTL+iajeDatCJ7PLDlSHyXsGXXKjfT6xUZeKV9LhuXdb7L17rAVG5dEVHSGviHItYZBOl9BkVCIxCrVHs9AaH48Yg/x327FnSlfRByMRQ/DO1xsseBO6piowHsdRpygftlGRjL/QXZM/ognNzmPaOwByLIO2IzbWshf8p1WP2G2f+tj/I9kwqwVBeZnVqvmN9VK0BYSC5dR00egAxYFfMdwp7XGovvAAL9bfHBcC6pUH0efLEgw0+4nw+2HLLPUK1Z/c89yb7R0cSooLsj9sFutRrJtd5fsSKrd9n8DkT8Mt9TeewgubbZYDb3xfpecu3DT3ICBhTj1TqiXxmJH4vJGdT/6kytv5AJfTAUEeiOXZvKbwf0v3T+IWu5mPweSDN5cWx1vJer5gNh8goV+x21bU7mDrgOONf0hxwMGVVl3Q9WwQ9blTLqEGHwED8b14KKFs/9FoS1lAgBww+64VQiGcDn0t9XcS9jXYPY+DjDfoSh9mF2woGkPLh3JvZoAv5TqyBi17t2rdDmv/PA7/FE4HewZNfUNyvsg+9lxHiaNCR0q4m/meW3DkZs6G9GYFBrW1DIN5rKHgEiwcpIx7Aoh+8dHEPGwcHBwcHBwcHBwcHBwcHB4ZjxnmvIODg4ODg4vO9xAmKYHRwcHBwcHBzeVzgB/texvZDxx0T5OxYiMRYqVlQBShZQ7PN5UVIP0lTZIoQFzYTONgmBnp/nZo1L1rx2BZS8j5g2lgPaVfsS/xsV0uEAxV0gEmWqd9tnpdgPMsQokX6vIR8R0GLDHaij/GkEosbBvqiSg2r37in+3K0Y7a8qauSoRI7hObmEJpoOIcD+Lkjf9oA+2BUKXK9hVMDw0GiIh1e5TwsH1q5pncspQh0rhXGqjkgHVMrlEEKR+lN+5hikxwdT/r41NKrnQYvFb2f7Rq30l4zKOhV68vVvn02u7T3B1NONmmUZWCkyhXUxNApnNcflZFFoiYiqwTD1fTXge5oQD7IgYrZ3y1b23Y6J2SoefuxG8nmjxCFNK3mro5aN9F0NA0Jl/ix6LIYnHYjE+y6EVWl9et+weJfpJRHhBVoxhl3tLfH9iw1rV0OEcEsY+pOReULHfI5GC/MjCf2rQJhfnT8fXbA5MVoU4VnMDLIAc73BY9MEqnbWfLSMEuk6jmdAvc0IT+oOrW8HPe5v/47N0UCGZgb2RsMBCexAZxVo7GWh7t5HHV/tUXyvDSzjevtiuhwVPccsKFPJnDIFWqxfBXpxQeto9kZtCkRQ0kzqMAM7OYm4T8cY2jqyvlWqcX7fvkdatIODw73hT4jKd0WUv8NrabgC66/K6zQqQfiI2JochEkb5R1sqnwfYTi50PMnRQhlqUKmpCMJm+ibYRgtil9YMCPlyd61/C2rw9ZK8mWqnRhWFMcSfoRZfMAP0/DHuG/1Km7JPTkIS5UoWfR1grscPtI+Y/Z6UOPPlZIZpqL4TwXwrZJMQRiGAfue+mYYatCT0M9hCUJf6/w5f2Rt2nuM669C7URE0xqXnSvb2JaLGpILvqGX9sHU78JraquJiHoTCbeBPa9zxH3j71nfzCRjFNr34e+uExHRcz9poTjrDfDBSuKD5c13quXSPpb6YLUAwt7le/XZiIiaIZfThPLuPs2ft9pp/4uIaP1pDgffKFvSiZV8N1V2wZOMXhhOIz7YMCM8HMOTDiQ8aXdg/tdWy+pT+R0OXR9/Or3hta8tJJ+Plvn+WhP6S34PYCIC25Mz/C+oP86NqcyXCGQWpjX+PFiE+bApCUsgFLHXlFDEBUyAwp8rRbgm/tfc776MNT6cWn+OZC4Ox3atN+A+nnRsThZv8vd+EdostxR2rbLeXbGNkJloVJb+ymf7XhrmiSE/9mW6/s1X7d7tj4gNglvV90L/ZlqWbExNCJuqgA0uSlhVhn+YldRkLhxcwpMikCKYDUT6owshkvJbOMyO7nN4h3AMGQcHBwcHh7dCfDJU/h0cHBwcHBwc3jc4If7Xsb2QmeWJxksgmKov57r2VrPwnL0x7l6SN6V1ewNdLMpJAwoU+ZpS2q4lqeUxO24JT0jkDW4IwrSSFjrOY+pt/qcPp9jnfpf/7vrngAECbzb17TEKIfktaSMUPWvw20wvtIvTU/Y6VFPz4mvTqCZv4PN4WiWpwOEkeXuP37Z7BeuThUV7pVlXBk0OWRUimAynXiTVRgE3PRmJ8BQ7wqNvuQf62x+IOBS8Pda38Sh0PIZTl5GIciH74KDPx1TdWyZ0W9tk1kgJWDzLTW7ruGpH+ygUqidRpY/aiUdZ3szjyc+1Iz6G2zm4mFz70FlOYX2mdJhcWwjtNKKQIeKmor9lkK2u57hugzy86S+nlyOmhdZ7VLQXy85KYY2ivYcgbHdzwCcq37xhimCri9yPVThFWSzz84of3UquDeQUYq4/oZ/zsDYVOx0+tenAuFVl3PQZRMZIwbf5OD9mGcJjOrf6p+FkT9NiA0nNKwHzS+xIEeZMcjLjp+uPdVBGVhtOAw8P7FQrFlHLsGb9qKfMs007vYs0PfQUTinkFMaDk1nsi0hOLOIts5PaxlkD1rLYlBj6KR7Y3Dr3Bf7++n8EBlL7DGxUnFPhT1i3crrkwSl6CKmr88KMwXmgbYgz7AgKmU9ELLD6Coibn4PxEME83EdmIGbp4OBwb0QhUe+0nOSqvwO2xheB8dKrcJp/WlgzcLIdFjKYehki3cm6xzqArzCtqh9m38+kPjNgyOi2uf0Ru7dym21Tt2D7tRYd+WD4xQ/LHZr9A+IkRcr0C+3icHMyXyAReWJLIxDtnIh/5QN7aCrJJY4OwUZLMZVVY43WJJnBHDsF+k4ZAijOGuXFZ4I9YyJs3CLmbgAAIABJREFU0TF2lxSjQu1ERIHsk2iDExF1uJbF/FSBVCJLjjDeMn+idJr9rQKwIhsL3NZJHcZHTuRxjkSfZzbMAtyLvsVrR8y+/fIt88Eee4h9sM2yJTdQFjOyZpSpUiAoW6ipdWC29MXHGpRgIgIa8j3eo8K9yorB50XATFY2jDKQiYhu9Tmhw1+9aP7Xyia3pQwM3YWK+UaDz/P1ErBAlF0a1M2v0HmDfsNhj8fszu2V5Fp+XZhC4LvpXJzzOTLmC84hnVetB5NLNFP/A5bhTJgcmGggYY7lsti0aR8Q52EHxKJ7O9K3uAYq4hcXrezhAzLvQHjckzU+qsLNusbhZ0085Hv8LWCLwffTBXlOiD/yJCkMPE/t1vZHwF8tzlL1n8la9+HHpbIG4yL8/ium/TAUzda70Y5odMYE2ceH3K7ybavrYF3GEfaI4QpfGzecqO+7AceQcXBwcHBwuB9OwAmNg4ODg4ODg8P7CifA/3JZlhwcHBwcHBwcHBwcHBwcHByOGcfHkJnRHC00qDBdDelVE2PUkS/UT/8lCwfoXWR6XVwx6mA+pyEbcK/Q3TDPugefZ0ql9YCOpzQ1DBcQKmoc2HurG88IrfcWCJOtArV1LFQzfNW1wvVFup6KLaGw0hjo+8ERf84f2vejJaEFbxjNsFqW8CMIv/BE4wtDgA6OrB+7fab7rTQsjEkFv7wMkS+kDybf3yugL0OMWEXyRos23YaFXKpspCT2RiI8e9PCXNYusfDu5iM3k2t5CTGZAj+yO+bQh5ZQNYmIJteNMqphYPlHdpNLSktdgBChgoQDTRbvJtdU9PaPbl9Orj21bsK7KvZWzlAbRWHdSDoKqYTTDCHoOcqy3IPl+KKOOoGlrDTZ3bGN+Ve3TMD4fPOAiIg+c+ml5FoodNsRCCYfjrn/OiMLz2m/tMgfYNzCc0bFrheZglzN2xrNVZTmaCFih0Mu+8ZLa8m16hkOY1KBXaJ5euxQxJgnQ6tjQcQMUYDNizLolBlzOEvQbq6/ZTxUtJCIaLfFfYrCdsvLJkKoYoy4OjTMq9szmm18yH1a2If1vyBizKvW/nzR1nViM2pAWRfaqb9rY6SU9ThvtSjtWH1vPCM2twjUVik7Bjp8HGXYyQzbOvc5SzxOqLtjWN/9Htc3fNXWqC/2ffKkUbAxImkqfR71MMYh9bh3DyfghMbhBxdeTKTRrlFN1jaIvPoSCj1ctXtiCa0Mr5vtGq2zTYohLFPDl7z72FkM+dEtG8UsdWtDmrzGGEWB/eFgRZIHbJtdGzdFhHwEBcrHyQrYUQy3lPAZFBfX0NBwH/aZQ7FhDQhZ2pRkBeW0gK+/aFUYi93qtMzW9bts/xYWwAfLp0PIEV6G7dW+wfAQ/TyD8InyHa5DD8RXh/l0iM4AnjsQH2x803yn5mX2HU4/bHu5hvliqI76DJ2utTmWParxIvg8z3CoTr1q/bBYsBBwDQ2aLlnYdOKDvQE+2OZ1IiJaK9herKHdPhhu9Z1mhH6X7CtxdhiGfo/3aDnoi41EQLof2a61PWJh3q/eOpdcu7jCfuynPvBick2FdAeQxOJgZGFhnWGDiIgKv2/+cOshCR9eMV+rusDtrxXsmoZSTUAs+UhCfnZftIQN+TPsx5Xu5X9puPoAQnAORPj5FIQWZ/Wjn567mUKzM/VxrYyePPfw0PxZ3Ivr69wuDJPWpAEo9DuQNRdCUoB8S0KWFmCOSCIFtBMaZjerp+0EEVGoiVYwHFJCjFBwe7AitqyC0hgaLg5+loQqxditWkyQ7W9lhYYnItwg1jvuiBD4FiTZOc1jPnzcxj4JdxqDcZEkNEH3PQhZOgH+l2PIODg4ODg4ODg4ODg4ODg4OBwzjo8hExAFbciDljBk0kJmREQFESgaXbW3lPE2vzHuoTissGUwBVkiVobpDeHk1x+K0FsP3ngLC2ZO1FeA7JpYWD4RpE5rXMOUb8JYWINT7nw6daQKDk/hpL35JUgb+Ek+LfYegLTQ8rfFv7A3xZNP8vdVD1LHiVgvZPqm4rL1426b77+710iuLclJDYrMJSl+4WRb6xuDqG+uC/2sYoFl65/RKrc/2LL29VSgM58um8jSga8LK4aIaKEoora5NPtE2RNERFtHfCqBgmXLT1o52q7bLWv/oZxGIEOmJCcsFXgLrWmmyyCI/O++/Ujy+VOPMusEU2WrWB8yYHqScro9gdSHPTsRUWCqwoq0OwBawNAPU2WrgNwfP2tKa594+JXk81qhPVcvIuuTOYaM9MkAThmuPMknUfhmfq9vJ2ja9+eXIRWyCNXlUDBXmw3ju3WbqV39ss2TOQadsOZwHuncQgG2hKU2hlMwEH/UeYbzWv9y4sEJony/DyczeWG5rS2boCCKYysGkJZRBWxLX7F+Gj7N680D0VpvxPc0/8ROFdufTKebnbcjIuq9YHUIt/kEpPYGiAuup20Y2jX70j56k7SdnCqzqwQnRZg+Uewonjbq94OejRup0PlVSOGeT6cZR5FtHbe5fQQ+vpvw6GSo/Dv84CL2iaYVEe+XU9sxbDl+kPZTSJbs+ALYqV023mNML12XvQnuVfF1ZJ9gBgS1z8EQytE/xbXmvelfMnHx4NAuNq7pab393WhNEiEAGxB9xaQ8SMKw/gds97efMZYBPcDlzMAeFV9gOz19DJjPGamkVTAeRW+P2tzxB1vmg0xXjCWif5slhI7sTBUtRlaQCiPHQC8crHGb8VR8KD7YBPbGGfh1sTAhFi5ZAoOmiBFn7Xkj8MF298UHa5oftLzOjOTZY1bXbRH8V8Ys0TxDRlnKdd+eVxG/DP3AL33xYSIievJj1+x5eX42+h3KdkG/qzXmz/stYFEDdCyroc0HZd2MfPBfpey9sZXztT+/QkRETzz9cnJttSAiyNAmTcCADBnsE10OS//JreTailzd69si1n4vrVvZOpfQ3yMpOoaxPbzNc3EEadUxzXMk4rQ4h3RezSVQkGFBQdppQfwCmLs6nzG6YSybLM6l9i7PkbBq492s2xzBtaZQ3w1/UxRfFrt11Xz8kdi8KQjcrv8et3/7GRTP5c9ztgNsymRBGXtWTvW6suqgfYtpwWDLQgOXpve2jRH0K9pWbSuykCL53Ttp25h6IlAcXYDfOvl0HyapsGFwdd/QfeS4cFL8L8eQcXBwcHBwcHBwcHBwcHBwcDhmuBcyDg4ODg4ODg4ODg4ODg4ODseMYwtZ8nIzihZAeFNor5N1oIX56c95oFLNVphiNbtlFL3+EtO3QsjHrtymOWon5ILPt/k91NqXjdZ350dEMDQPopZZ7VAq2SiDZos3RWnKPmIqIkvF542WOPhRo+8vVbit+QCFqoSS+2mjTg6eZfW4ziPQdyKomweqZgFofc0q0/32JrXk2p5QHat1o7EF0o8YNqBhI17frl3677+ZfH7jv3mCiIhGICiaCCYjJW+budDjItAjB9Zn5Qe4L0I/TS8eQ1jNSKiJb+yZit7GAofkbFYtrKSSQ5Ezrshy0SjCr7ZY3Oxmr5lcC2vcf5UAqKpybzO0fvrQlevJ5z955RJfO2fCwzWhumIYR1sEczHcp71l46HYA6E/FX4b5a3vtS2diYWDfPP6mVS9sL7aBhSw7UV8P7ZfaZ8fWLudXKsKTRjb0oQwr1s5vv/13aXk2vllFgIsZFBLcXzLC1zO6HXrh3EJBMyUvgnzKBZ6pgc0Tl3f5//HbyTXXvrlDyafJ2Vu1wDop9MoHWrTbfMYIQ1f105WW4iIxkJb7gwhrOoF5qxWP72fXFtR8UfgYY5LfG/rR2HdftP6Yvgw908uBBqx2hYUMtblBmYH7ZX2VTzN4M0CdT8n63HjS9bW7Y8yXXlYhlCiMB2KicJ+KsIc7BvV2d/kfkT7rjY/AhouitHNZM+IcR/Jpe3Du4YTQJl1+AFGOKN4lfeisQhja3gjEVG0qbR8SL4gNjIEmzNe4jL8uxb2MZHwpCmIBGtI5AzWsAcCkaEIQxYtapUGovEehxAGLSG6Xow2TP6FKNjqXf6f3ib4fSrWPif0DqHRUp+lP7N+2Psc29lGxcTFQwidVfSf4L1wcs2EVruXpA9BtFP3OPTlqlJ2C0Lp29sWGltY4O/nwg90j4KwIn8gosst8DfFPYaik70Aw3hzO9zmWQEE+iE8Nb4oIT8ZIV7oE2p47u0d8x3WV1j093TVxH9r4IMpVsQHe61l/sKNzoLVp8F95ntWB/3cCG18HpJQ6i8/fzG5dvUS+y31vP2d+jztcTpUPHgBRGMBBx+SkLPA5rbu87h/a5kvvHI6ufaI1AvrqvVHQeCeCAFj2zFc7dEVFjVWkWNEo2D+120JT7qxZf7w6VX2g7PCzHBsQ5lz3qvmk2JoSm6UDgWPa2n/S/2GoA+hNbKeoyKIIAcSbg+/0zTMcXRo4+OLTanCesS1pJiA39AdsP81e93aEj7Bc3GxkJFwo2R12Psc98niH9pvs/0fkjaBpMWcTZGxQp9L7dFhFULjE7sFfahRX2P0vfjf0o6VN1wWW4bh4jkIMdRkDigOnIjwwt9tcD+iTVc7g79V9fcz7hHjJVmPlfRcetdxAvwvx5BxcHBwcHBwcHgfw/O8H/M87/c8z/tjz/OueJ73C57nfUn++9B7XT8HBwcHBweH7w7HJ+rr4ODg4ODw/Yj4ZIjKObw/4XneaSL6x0T0H8dxPPI8b4GI/gYRfYKIzhDRrxLR596qDN+PkxTNUxHrnBSNtXbq/+GT0Nt/A1gsyjzG9Kp6mgpC4sVbfO+kBiespQxmC5yuq/jsaBFOdOWjN7FrgZzazrEgj9JpV/ceY3d2+Vt28rvzlArhwnPhdDrf4c9Hn7HT95qcxFfgJF0TTiAjQsVEO1fteUfbzGgcj8211vJyGYknwoKxLkY9EIK/wyf7s3oGExNO0rU6cyKb8rWHpHF9LpCHlr+VZi5vfwKYKMI4QFF/ZZIiQyb6BjNjVj++nVxTZsxCPp3CGpMSVOSEv7BolX2jY+yOb2xtEhHRxUWjUam47gzoCMoeXjttIrUvvMT3rpyxa8qsGKNYvLRp9ECawUNE5Mv3BwNj5nfHhVQ5uzeZ3bJ29iBVLxTrHQm7pgus5lcPmKG9WLH+utqwNtdywmoASpiKrc4lSxCSD7Kf9/5sg4iIgieMMa7zGcdRBWJnDRuftS9itgSeKIcPgjB3BlFC59jcnNSpNoT0y7P0Gvbbsm6KwNwppAWuR5hoRMan0zNWTdSVBAlXbexrRR7fMCPqYBKkswMcfQbsxOsS0VGDNgGTMNfnOix/y+qt9igw00KFfRFTb0IEQS4j7bV8HNlSSOwl2lCCJBQzSVYTDMB+d/jzcNNsWZCwYYBVJ/2pbGYiotP/H3++8zlIUFPSZDxphtK7ihPifx3bCxnfj6m6YMZmUGBj5D9nNMHeQ6CuXvj/2XvTWMuu60xsnXPvufO9b36v6tVEVnEWKZEUbYuWJQ9yW90eZEg2gnhEGg1I6D8NOAkS/0oHnT9J0A4cuBudMD/U3UgbDtDtdHpyd2QYEtqyY4myJFNTkywONb56852Hc+49+bHXOuu7dXbVK4nkY5FvfQBRh+fes88e11737W99yw18AHNPaFXJmk6QymW3UEanYUEJrQwmOG7mkiFp6yNqJFMebXQEiA0nwdyTnPJITetv6kyp7jCtDLIHidL1FJifBV7A06c1TGmxrtTDesm1EWmS2TsitYKlp13lbt1Uuuh4wb27VVNLgArrYtgqVe3H3q5zALpAmy008u8WpfUAVsfl/04P57LwJFjs8tXM8BBR/Sobf8gE0Luk7RLqXB+cAaEkToDi2H7ZWayzT21l9yRUCcN05kKW2CHAUKTykuvHN3pqAb++66inD7Z0g617MjwhffLcutsAvvbqBb236Z7HjUA2QmxLtJB3CPDz/ZFzCDA8Scq5ekPrfeHMXq5emD1JrvuJdv7rHfd8o6Tte2LJOViLka5LcQjmlNeBTkwe1u/lbzjHaOER7ccSG3RsX0bJbgK1+zKEuXDV+mf1fdm6hrWecJgTzkuCOsocHpG2X1bKtAcmkZtYaeo6krUzjMFJBapsZ+Ds0bCtzsHG0y67RLOs4xuF+Q1tPM2b40ONtKLgilujkxr0N7+60Nc6VHZdHdEuFSEcsLQvTgG8SIYBqiVOAdpJobejPZ0Ntd6zkAuCHw2Vm+7z8SW0RxzOAH03Fsd4rO+LvqdOcPioW8/Vmvbjji9TlMHw/sPPkrOu/zoIgoSI/nsi+laapikRXQmCYPXdrJzBYDAYDIYfHMaQMRgMBoPhKNjffgzvHpaI6IU0TX8/CILnyf1B5j8d9VAQBJ8los8SERXXFo74tsFgMBgM9yFOgP91fKK+lFIVBUqZsTH+oN6b9fTkf+kP3fX1vwan4WV3jaJFo03H4sD871M+IU/gpD0tazlxxUO3kjKB2SGCadVtyPXOOk9xAyi8MFFEJ/fMF/V9+4+7uvUeAMG7TXdaXC3n+4RIqY5IkZVr/F6Bv1c6q21qD93p/K2rKhBGIEYVVfM8w7DKtMA25Ku/6spJVvX7AQt4Bkv6vmQRqHbSfyAOGjCVrgin+IuvuvcdXtJxQ+Gpceo6ehwo06D2pjs5T5/tZPfOffAmERGtVVWgV6ixSOVEmqz0Yxk4vcICeRQowrsTx0h4E4TWtvedgN/pFRWr81EgW8AG2/kyU0afBoG7qhv/VkVP+5dqyugRTOcYBK5/RISOiGj6Dedkt55VaqbUYWeodJUbU3XGb+656/Vl7ccLLff8aqmf3asWmKUVemjTKcxV6Gfp+/WaMr+CD7r+vtUGgdo/d/04uABzkeuNbI8QSEOLl109xks6ZyZMvU+rMB9bPEeBUoqMLlnr06HOt+Kum1tBE+zNgmv/eAzsIr6Oh8riQDZIa8PNw9WzKuBbi1w5PiE6pBbLmsf1jfahxzaDDnWNNl5z9Vn+ro7R9odFwVHfg/aqyGJ7tRsgzLju3jmrgtAxhyskPhYK1JtQ0K/LNN1h3kYTCMZNBq4N47HeO/MFd33j58FOflDnaJMFC1FgMzgJu7TBQPQdcuFJRESH5LhsHyQiCoLgPBHt+h5K0/QFInqBiKj60GYqYTMi1ovU8+1fZjsHoTPFb7k9cLwGYpYQTiAYL7tyyvuQPIHZxOMlYOeC2P/EU07AtnkuZInF3OvX9d6Et5LJAvhH7Hv0zmgdFr/HTDwQCT58XJ+Jz7sNplqB8CTukzl/jK9DsDdFFhQvAGOxfNbZKGFKEhEd3mTRX2huwOzjuX0JfLSU7WLtFbX1wzO816GwKPsrM9UVztR85/qQ99Talr5vsOHuLX1P95gCMESngfPBe+ATPvh/u3df+5v6zNpHHTt5pao+T4X9AGTPig+G/RqyCnwIbOaHWjqV98rO17naUR9sd8cN/tq67g2yt+J+Wl119Ql/XwWDd3/R+Tf1qjoWwiRHhjpCykQ2727frYvF/0dFY6uf7uXqsDt0n9/o6QDtbLvr1TX1kSQka6WsfYisbmEmh3N+jHym/Sn9vlZTPy7k8dk5UP9r7fOuX1//NPjpvPYKPb1XPtS9+OAxZxdwDnUvsC8FItbTBl/7BPcxaoETg1Svgx8iSV5gjsfsc01GENHgYTLLeBMRtc66sZiLJvCwkmccgoHhULL+y2AThufZLu3rWlh8CfxUfg3anpSriDZKfK/GVUiowRrQErlBRBQvueuJx/cKsA8hWUPlwL0bwxLFLqPC97Tj2pCOYJx3OBTxQW3z9i/zb1RMvMD7Rj7YzPB2wBgyBoPBYDAcBfvbj+Hdw78lok8HQfBFIhoT0d/m//9Tcv7x33kX62YwGAwGwzuHE+B/2R9kDAaDwWAwGO5TsFbM37rt9u/wf/cMOb2Xk/YSMGTkegbacsmSYw2EoOs067rrhW/pvd4D7uR00tKT7cabLCi5BgKWdT1tDYVti7J9zHKZAXuxIKxEJSNQwow/ZOJFTDjA900W8uloZ5CaW1guWAcRCR0FIBzKTFVkw/oYy6IThifzk4Y7uUdx3B4LkE63NLUuMjqF0T1Zws7h91ah/swQRabNTIR3QaBzxppn04p2xGjZPbP3Aa3X4svAfniAGU5ntS23PufmwxqwSZol1+YiCM4mrL+IYrYxD0I0y6ewRuaHMHOJiDa5rcgc6S455s7BSJnCVw+cIBpqt1UX3An/7s8q02TGLIuVljJIFsruexVPSmkiohG3oT3Wsg8OGrmyhTuxs6VsZKnDuSUV1L34iGPPYhpwYSFjem+E6P6hkLH0p/Q1XuNYyPgQEOZvfY7nXVvnX+maa2fzDf0ezg1helT2QT+OmSwp6E2KEHjoEbFOIGV7OnI9NlnKz/sA2PLE2nrFUzrnGmeByc2RF8hAxjUpSLi/kMEkGoyoAyjrH21Cge1EUtN39De1b2TYZhGIfrOeaNwEfUO2W8hyEbrJDMoOmPFdQJsg2r8xGjNd4xETxnoXYH0xS67xCuhuPun6K1xXTb/gnLvXKuDazP8FRPoO+9Dw9uFd+4NMmenn8i8RUR0oYt1fdxOoBI7ApOcW8Mqf6739p3njWtbJvP4XbrLc+nGdUAXIm+5TiJZNLIHwBGJK1xSEZxOm5hWAKlZq6/WQnYEbH9UFEMZcDwirKHjqMEUVcTZCMyCHFTwhDXLdKuvikhAJVGxHEdJ2n8OBbqiHk0oYF4RzpeLsIJ2PjW0JaGzoDEw9wpxTVu5tXNHvbX2Ec9wra5Me+j/1f175DUevDDZg0/qIszgLVciIwJsNGg8xvOgMoAGR76JivQCdgTMVN2cwjKe/6ARa98bad28e6E7XZ0er2QD661OuXaOhTqS1pqNULpWR5psPDRqB0OvB2DkgO1BOxGVj+2/sOuekXtd+urCkIU2XLjp6bB3aWmbOpc8IoyBwzHxI7E/8XPoey8kcApAwaH/EvW/cVacqveUcLZwH135GH5I503xdy97bYMe8oetbBMELHoeASDNgTCYaIimC0ynO/777XjrS75U33VxY3tDwM3S+RYTb5xBgn4kDMEUHi52D6R02O7EZCdiRSdM9g/ZGhLVFYJxonjYrNiyAECIxMwGUXSznHausDBRjhhCHlb9y79n+kbzw8vKL+r2959mJWtT13f11d28FbGPhiH48TpwElX+DwWAwGAyG+wknwf8Kj/6KwWAwGAwGg8FgMBgMBoPh7cSxMWSms3COsumjmVWKwJZhEsC4rKf4Az753v+40uyiq+70erICorYPcWrmKH9qTqSsHGR2yOk0pIynJGKqLOSeF6Gm4p6e0vYe1rJDZpDMgJI2bXO7R0AtLPP74LB3BP0j9DSkzUVc7zr0ScOTHrvGqZlrkKK5HulQy4n+HrCTBq86JsJ0BVJPizgX0OYq3I81qAOyIUSENgQxqh6nGR5uAJOCyy51tIGv/5IKnwUzZj54KNXIPpDT8gGkcO5xWmgZUyJlbhBpyuFWSUd7IXLXdQ+NtBwq20UYNMguQarrK8EaERGNY6AScj+P+1pHGa9GpO+reiizxVDnhLQRKYsRU8DxfcLOeXhlJ7u3XkbRY1d3ZAhJGmtku/QT14/tWKm6nYm7joEmWwSarVC6cU7IGOG4yVji+EpaeJwHJdXty+ieww34O3LZPV8Fmr2sj4JnnhARDbhuk4KORzbXYd4WWKC29pCyYVaYdVaP9H0lj+jxBNOMM8upN9H39cfuOoZx8615RMZKATsSL3C9F0B4m9vQW9Sya69Bmu66+3zOrjHVVlgxREQV7lOk6QvTCOfbEGjI7YdYeBtsS2mPxag/DkKKLTdH0Y6UPaLHSCWe8HrGfQRFr99x3OcnNEEQLBLR7xPRMhElRPRraZq++e7WynC/YDYNqc8hCkVmf1Yq4BfJ/upZhxNIyDAqcwjHM+qHNb/l7FnvQX12vMKsQxDyLZZhP2dfYi5ciMUn1SoQzTh8IW7CPTY/tX29136CRW8hgYOE+ZR21V4FIMI+5feNQTB0TGzDkIkn4UmwX4ngOvpj4ltVi9pfct2APUP834NIy4tf0wYmHIqEYqmCCGy01CGEvS4Rvwf9W94zJi1oOye/CA7Alz0HbebHwyjvgxXQ52PfCn2wLvsM6IPJHoz7srBnW5H6Ynhdynww6E+PD1bm3w6XAxXwnTBLuwh70ZjZrvi7Q/xAn/9FRFSauu8OE/DP2QcrQlKGmJm3tUX1Fy+tuvCkNfC/xMf0+V/oN4ivRUTU4f7sAqs387VhLGSvLoBPJuODYybjOIKxpZTX8Dm9hQx2mS+TFoQscRIATBRSZZuCdmTGdR0GEPHA/pdvjhdAcDa66Cqx1FA2Oa4lH4tW/FOMDBCfawjs/cyngrUeeKgYYifQdgirmohovMpzDBMpLLr/WfiOroHeBf4MfC8Jc0J2ckn6sIgsb/fvBH4TJGNIhCL2FsKm6q+7z9vPaH/VFtz8rIBNL3kiNsSOjIENPWI7mYC9PDbc5/7X2wFjyBgMBoPB8N7HJ4noS2mafoRcZp1Pvcv1MRgMBoPBYDAcARP1NRgMBoPhbkjpvXBC8wUi+sMgCOpEtEFEf/ddro/hPkIQphkDLj50J+5JRU86C0tOH6sMTGVhNUa+U+iquo/lA1dO9zH93mQxX4cinMj7mMphyDpacCorJ8N4qizsj+EGfI/ZosjCkScmcJq9/iVt884PMxtmCMwRTiVdXVGmg5wmY137Q8dWONxtZPdObTqttqWKPpul2/Wk3Z1UtA93W/A5twFNTshMazw1lz5E9mnCml/IHoyZ5TxZBNaoCKgCe3i8nq8jHSjzZVwV9gOMM5+kd4fK3hj23fWF03vZveXykOuq7+gyC+Tlzz+e3dv8m6/pdc2xU6sh6t0xC72g9W4w6wR1KOOY0yoDO776RcdCCi8Aa4vZJD6mK5GyLZCJsvg17pNPKvOlz6x4rINzQ06qAAAgAElEQVTUC9k3Wf1R146ZMTcGqpl34/MXs+ul37hKREQrFdUzFAHfNjBpLl93DO1qXZk7TU7xjfNBGK4pjO1kNT/2pQ5oxXF6d0yrLOz5UgmYY7xW5uYkvxsZUzELzs4W8sykBNK4L3J/zjHMivlnJsDaFjby1g3Vdyw3eY5AynNhwWF0wnDPMf8KHfh5zEygta9oH27/OKSLZ/FpJDcnRYkMgD7kcqYV0LTkYgqwrkWj08dOnqEAMbxP1jYyBMsHLFAODCaxZXVgyMjcRkbyiDUGe4eg88hMu2hB+/BY8N7wv94yjvUPMr1bunGNFx1NcLmlNLQ5R4CNpI+ONoZNLBw4YxScAarsGk/2ME/RI9JNDA1sgb+LYpUJv3razBuqsTIj5wSDJTRqTkSUnYHwTTWccZDPBT9rafuby87w1kp5wyOivEREuwdugzm7pqKtJXa6jlIdn1S0rd1F90yhBBQ5zoIwG2p/Cw2x4nHaiNTgxiAYKtkDhqfBuFTkGQhJ2MhviNMD7TMJWcP3jRNXty4Ir/YH7vrixm52b62iG2fIK7sDoThfe/FhIiL6oR96Obt3quLiZWoeZwBRL+bDZXDjkTEc3dDNTxyCCKilvrJRQT/L6gDl1Nadw9IDQyp1wHpVCx6HxiPMuzXSnfCrX32EiIgef1qjHpZZhBjFpg/HOh9fvrnu3l0Dh4BpvXNhQ7wBTmB8aYFp2iD+W+qAMHOdqcOndd3K3CrBfJS5iZvZXOiLrPEpbIqNPH1+ymuiCbRkCVXCcEC0I+Kc9mMdo2s7zimIQAi7VWNaNqxv6ZPuvgpGh+AUzHjNRAdAA7/gyimB0yk/GsYQajhegWdk7UHXBxMOK4MfTJUo348yhmjfhmBnx2uc9QPEkQuDIt/TOkqoUg3CSsXmY3jhKNH2H3bdPJMfk+9jrAZB8CL8/wtpmr4g/xMEwSki+oPbntknon9MRH9ERP+ciH6biD5BRP/sna2qwWAwGAwGg+GtwBgyBoPBYDAcgWNU+d9N0/S5O32YpukWEf3E7feDIPhdIvqTNE0vB0HwT4joN8n+IGMwGAwGg+E9jJOQZekH/oNMEATPE9Hf5zKuEtGvpmk6udP3S8WEzjygjIWdtmPLINsDWRcRM1pQ+CpiOisKxg7PMBsEKFlJMc/sQKqp0G99wqP4vbUX3Unt3idVZCwVndtdPaUNPOwbH4ZrWp+NL7m23PoJ/f7ymiqYrtZEPFRP54UZkjT0BHl36Prxyq1lrcOm0Fi13thWOYlGel0wcPWpLCvVVvqi8BUdo/D0fF2IVCSXSNknowKIlbIAWrik00Mor/2z2pawqn1R5tN0SVFMRNS74tgb8WllVYnYVgmE7p48c4OIiE5VVZGsWdS+kDkVA/fy9POu7//s2gNan1OuLacrKurqY5cgJGVxA1gVzbK77j+u5fjSmvuAn8szZShHyvbVYa4cuCfXKOC7PXJMq5e2Tmf3fur5l4iIaBnSfvv6brmka0GYIy/vrmf3tvbduCElc3zT0SALq1p/oWmiwCLOj6jhyp5WgVXGomYRUKhFMNnHriMiCrkrFl4CcdifdG1E5sdgz60t7E1ZOz7bQaTChrgez6wdEhHRalVZWtlaBuZOn8WokZGyP1PG0sYX3Xjd+vG8qGPFw6SbAkstBfXwdIPZQKAgtvIf3Bj2fhFZg/lwhWzuQPtTEJYLF9wYIdNmeIap42HeBkceGj/WG/cHYS/hPnJQvLO9PYH4PSL6fBAEv0WOzfy5d7k+hvsIxcKUTi27fW6ywELbbWXjdZiBhj6MioSicCj7D7CeDx91/4Y1fTYt8b5/qHYWxWfFB0BbKvY3gO81XnPlHD4H7iU/UnkFQiAusU0BJmLGFtQnaec52Lu+yT7eh9UONTecnV6uqS/UYPFZFLBPmvxsUyn9W2866nT54ra2szziZ4E1yO1DfzMYq90rMoMcfV26qqzL7HtiR2HPkP6c2/8SCQ+BvuH9uL8JYV/IbGR/bDpSP2F03e2Jybr2jfhgRQhbeezcFhERna6qT9tksV706eMaz8PP6fdevH5e27Lu6rgJ5aDA7+1IYO9oMEu3AaLL2z/hfEJkXt7Jl7v9c3xmyOWsg58nY4l1uFt545mui62h879e3lnL7j33uW9n18sl5/PO9R37YF1geksoz+Xt1ezezp4rG/2vZNut9bSp86HACUmm8LupvwlM9wb7vhVoHzP8ca4JM/9O/pcgkoQemzo+kgwlAWZ04JnPIa5D7ocBsJJlHZ66oCFzK1XXh3NrmNm4PRBL3uffc91URbZXvubesfOcPlvA3yueyAhpS0XdFRqf5fGDKdd80dW7fxZsY7au874X2tAQIizSRRb4hnE+fLTIz+Ttt2980B+V/QATPSwzIx+jLy7nSjH8oHgrDJnvEtHH0zSdBkHwD4noeSL60ttTLYPBYDAYDPeKNE0vE9HH3+16GAwGg8FgMBjuHT/wH2TSND0kIgqCICSih4joe29XpQwGg8FguK9wAiizhvcviuGMFllsVk5Ckel6/abTupL0sER6Ehp6+OIzYAIka5zuGXSihOkWvq6nz+lZ0O3ynHwXQvdMCie1ks46qiFDxpXTeyDvwhbgVDk7XceTZjjg72/m9QYl/XcNREQbUV6cVZioKAY7YTbgXl9ZMxURIAUxVJ8WFxzcZ/2IfXN4wdUhgH7PdOXge6mH8bH4bddPwx9X1rCcmg9X/IwOOfUn0CcbFjht9DeVWTVZdOW0nlQ2gjBlsb8ahXy6ZwHe++DpG9n1X15xOZhrF7ScVuTaF4O+3ojZw+2O9rswU3EcFxtu/neGyiqZ1F05qNeHELFYfEbKwbIF13dUzXq06OqFbGRhPaOG4beubxIR0bPnr2b3Nso6VtJ3CGHIYL2l31t1ZYS3X3dskdKhzovkcfd5rZEvdwCMqOkKCCLz+hPmBxFR9WuORTLb1Od9c1IEhZH9OuH5vAgiyPK9HqyFTMwW5nUCDG3R7cM1t3zGjf3pujKrZA0j2284jXJl94vO/nXBJqid0HqhTZFr39rrPQDRBDXuT6hD+wlX/wIYJtE0nWOx8Of4jtIBsMVPx7l6Dddc2UUPayv1sObR9s84suH0qjLyW8L2O4L99I7gBPhfR/5B5k4Cgmmafob/GPMPiOj/SNP0lufZzxLRZ4mIqhsNWq1C6ANv9G9cVYreoDbKfR56RgEXdWGRxSFRXT1yk7D8H9XgpT+nz/scgZAnOypYb3+c1aireUrduKFORgnWoCwkpKJmCwSasvtMrllzwsNCPWxAyFKZ6f1oPGRhTEBEdm/gNstKQR2FUiFP7ceeFZFdDLXJ6vojSk9tipMFTxc9IQ1Yx9ZfsYDxT6rwsBjFzjJQIqEfJQSjCnTTHvdj5YtKJexedPeaT+zos9xWVOZHYd4KU16nIB4qYsYf3tQN8etbZ105p3VTEtrtnCDuVJfRQddtCudWDrN7Iq67BBToQ97cNyBTRbWQdwiwbHkGy0HhXsHVPecQjFv6bFwEpXee40h1fWnbhSph+9dKziFAZ6DAXuMI6LZJqP0ofd+s6lreed2t8fprsHl83NHCG7DmZYOYjLVsWgbBZKYgY0hW8FX3I2J2Cu7dxSEgUkpxD+b1ajnfj/2KG0vfPjCXIQHGSNbe2rI6U6fYKWgWtR/FBo3BmZrxfEQ7gMhsBlRIbAtmvcho/7Ce4gb84ODwTqSxbn+cQxZneWff5xQgll/U9o8/ydRqoLROF/PO2O11JVJHdRDr+I+6amcfOOfW+EJJ50zhJAQWGwwGg8FgMBjetzjyDzJ3ERBsEtH/TkT/NE3Tf3+HZ18goheIiJYeWzfP2WAwGAzvSdjffgwGg8FgMBiOFyfB/3orGjK/RU43ZjMIgt8mov8rTdN/dKcvh8FsLlWsYHVdKWXdgZ7Y10ssDomn3HyaGo+12kK5QyE6OS3e/WFgNnhOdn1IYj2xFhHRKghmTpkhM1rOs2aI9HTeR/GtXANWwWMsTNtRitg4zg/HUWmRBas1ZR9955sXiIho+UkVvw09QlYjeF9lyZ06o7CytKUG9EdJGXyUGC2efHefcWO0ASwEX977fkfHX8YQxaPSqivn4BlIH911bejA3BnU3OcomhanOoZRKkKFeWHiFrAYhC20N1Z6rg8i5EpENLnpvlteVyWvIpctrCcioms3nejraEFZQ8iGEYyQfcPibKvnlIwmZZeBASV1GGxovfoFZRoIsF3SVmy/9An2k7CKUNQX+1n6AsdDiEiHz+j4L/FYVmHdCstrlujcqbd07kmqZGSn3OK5VTpKmA/mq8xhnNfVKC/KJmsC10nCgnYhzNthou3fu+zG9YkPaapwYcYgfTurl6fec3YgAQbZaV6j31NqLjHBcE5kWP4Fu5SCvRL2WQEYMpMG059jP237duC67YKdXS3lqfYx0+8HPZ2DYstxXKRM3AdwfxBmzHzK8XeBOmswvAcRBmm2dnx2p7/sfIh2W+2L7AuRL/xgAr4SU/HRD5sW3Tu6Z9U+lI4UPOV/p1C/FpcN4pJip/uL4K/M8okZfLtCeRtCXS6wj/ca7OHreRsoQqAoCMrNoxns65KMYfsPVZh28CnHxAwD3VtlHx0n8K41/Vx8TmxLpe7qiokO7iZIix7o4VOunxYh/EjEQad1CCM5UNsr7EtkO6Z1ZjFu6p5X3ndt6A3Vvo8a7vMYWMjiM2B4kvgWeA+ZpE0ODdrh5BV3QuaDbWsdyqc54QfUX/zbW1eX9NlF92zJIzCPZfe21V9aeXCQK3uaJrk6DDbdszWYIxImg22SdmLbff009fQn9vGIy8axKIxkzKAfeC5hMoBYWPYTLa+0BD6S+F+w98u8Us66HzJPY/AvpA5oM2Rd92AtyBrBticznd0i5lv8Yw0VW/3MFSKa7/eyZ3yLHv9B/MPqmzrHhxe5v96EkB4N7lA7gwLlbI9mYKMqbMNwXSds39Dmze7yx4e5sC+wrU1e28gaTtguJ/CbWew32o6Y7/W7EJbH+4GEKRFpxIbv963hreOtaMj8PSL6e29jXQwGg8FguD9hPojBYDAYDAbD8eIE+F/3RhsxGAwGg8FgMBgMBoPBYDC8bXgrIUvfFwLS8AqCawkVICLavdXKruOmo43NUfFFmX6g1Y4WOLc8UGozZX3IEz+7x5AlpI1VK66ORaAlFkL3ebEENDsIDZD6Bh5K1+i0PtNigVKqKTXvANq/Vnd0sbik9S4zMQ4FdeV9qPRfWHMUMwyBKUMokoQGxCAEHDFtEOmp8p4yiIy2RyC4ehdMoU8iFhEtz/UjixEDXbE3gvrwd7E+ZVbXJxij+oNOARxpei9ddZLv4Xl/OMOMucYRzEdR7McQihrPzf2RJ2MCoA8hS+HaKPe5YE7o+ZZ7ZnBen614hJcxHEqeCc7f/U/FUgesl6/e2C5pK7Zf+mRApdy9TlLN7t0Y6ryVvm81VTC3wGPUvaUU3bJnvkmrUpgHlRWge/IcRoFemVs4346C0GZrQN8WujK2X9YErhNZO2EAIVuwzmTt4Xr0Zijh9yDdWEKf0A60TnXpdnRO63hIj+LckhLRLqG9EtFgfKZUcveG/XsLWUJ7inZWbCWuRxljtNs+8W/p51FH6dZrrZ6WzWOE+8i9j/pbREon4oTG8P6G7OnqN0AYA4cv9G7q+kuWfX6Y+xftdIHDD1BcXEKIworfV5K177M4MwjVjCqevUKerUDICIdaoE0oeLKBJCBwXuKw9ORJ3QtGbbe3jRsaBp6kef9RwiXRj5A6dj+q4eJltmtzwvJ8nUDIUgQ2WvxZ7Pci2+1RLx9+jBC7jjY6rOdDyqRvYtgHE/AJpA4RjGnCdRhjeMXjzkanMGav3HLxHOEpz95XhD2Ww3LmshDBnlDnOXkwUn9DQr8xXFXCVtKVvCwClid9E+3p+2TfrXhCivFzfCa4mObKFmAdpF4DCLMV8X5sk7RzLlnELP/zDEPFO4kLL7k5XMjuSb/jOgt4fIIbOrZRUfzrfDKAcAS/OWBuVKK8/yXzCuea77ePYAZhjsVaPhxS2o9rQdYIhknjbyAJdcc1d0Z+P8DalPkyw9AnCR0EH67L67/4pK7/Eod3Jw39/YMWQdYS9k06zdsosQ/YR8XI3YtHd/85nv3+xd+blbzNwFD0QpHXeBuTR7h/MTlGwn1YANtfWXN+O+4RvhCvY8EJ8b+MIWMwGAwGg8FgMBgMBoPBcMw4NobMnf64NfcX5rfwFzA8SZh6/mrt+6vtUcJEPoHeWfaZfi+FimfsHDyxlusCpJ6N8oJjCaSA3h24v2Y3IcWrCPziCbGeNMNfZm/77Pbr9AgB1LcCH0Mo8NzzptSF/pH+Q7HarN6Rfq/JooNLFWVknG45IdDL+6vZve2Kyo490NonIqJ6MZ/iG1NBjxK3PCaJLhNhrOBf6MfwuZzs+QR68Z78oTmGtMcjzzP4uTyD5chfxfFeVgeo1wiEZ4WdMYT0wrJmDifV3D1EP3F/QX+js5zd6470r+qPnnGCw7hm5CSoG6konrClcHyz0wWcB5iaXk7+7nFuvRNIPcyOubWV3Qtzn8dzonTMPgIWk6z52rKe9DQhDX2W2r7gWUdo/+Rirp8IrvN27W6nWqGn7Lt9//Znvm/Ao3cTrbztq+8oAjpGNo7B8A7hdjF+rzj/vU70e/Sf7oTMV5i7J8/eY3low8K8XZPT4gIwAaZwglzik3hkWLdZ7P5gAAyGiBlAnkQAuEf7TrEzH43u7oPds1/m82U9ltDXXz7BY3xrCnuLL7GCkGU7Ve2HOgv0L1TVV5W9/KXLZ7N7h2dcf2422vpsIc9oaYMP1p84HwUZGD4/SfZGZOmg/3P79zA/hjAzJx5GCn6Oz0g5xVCfkfdhHeR7uM9n5QI7Shi+2HYf+lMt50bPMWOuXl/J7p07s0dE835Te+jKPKhq2SIajWObzd1Cfo7g9VHzSuCbk/eaKmd+LaS5e7iW7rbmcG0K8J6MC6514mfrEL0g7Jwhsk/ApoidSdO8PaIj/FX9TK8zO0h47y3Y23v1xzwmaK6v3yUv6KT4X8aQMRgMBoPBYDAYDAaDwWA4ZhwbQ8ZgMBgMhvcsTkAMs8FgMBgMBsN9hRPgfx3bH2RmaUCjqYZIyPVgovfKLaWI+UTNMoprTbmDQieMUTBNRNRAJCkE+llG2YcRFsp/IYIQoiQvxiZUuCnQDcsVpV1GmbCS0tmEHjjc1/qkm8FcO4mIWjWlfB7++QYREe19TOvtE+KbMP2uG4PQ201HTSysHeSeJdL247sHI0fdQwFT+d4Yhee4f+aEhT0iwygWFo9du+fEwPh78RTE++oqICYixCh0K880l1VsS8YDBdlqLKC2WNIwJgzF+bNXLxIR0en1w+xegynJE6Azbu87cdVWU0NIfDRYnHvRFTcO3VUdj7joyuxPQBx3genO0N8+yix+Ls/0xlq20DhHUC+pQ7yWF4xFzMDASVuRwroXOup2L9Z639xeJCKix85tZffON3WeSTgdUnRnKYffwbjVuL9xLk85pAfnAc6PbO1Bf8vciho61qFnfeO1zGGc1zLuSIudTFzZNVjfvnCfubA7XnvddR2jEs9h37rdG2kY1+CrLsRu8flb2T1cozL3IrAj1bOur+bEuLl/IrBl45GOh/RfCm0QW4f2r+DpR1/70c4mUw9FmO+h3Q495UhbcR/A/WFUiXLPHBXSZDAYHGZpMBe6SjS/nw3GzkZMT+n6E9s2H4Lt/g3KEAbEYRoori52Zgb2obSoPs7dQifDCMrmPWDm8cNmMYiL8zMoLCwi4yhmi0EyM65vEd7XWHT7/eHVxexejX04tIVi1ycQQtObOLvf/Ir6G9HPtnPPZqHtUNfRQG20hEhgGEIcF+faSeQPEVcxXghHGXp8MP58zoY2QfydP69CQgCZD+Vl3W9lz8TviT+2eEm/tzd0fsBX/+KR7N764ztEpEkFiOZ9mYN9J1vfWBjC51GuzRPevypXtQ97a+zTQptljsct2Ptmdw4zx8/xmR6Hac+J8PL4YB0ma4Vc2dJfGBLe5nZWYJ4eFFWEd8Dh5dvfXcvunXpim4iInrp0LbtXZJFk/K11mLq5iGMmyVRKHvkDnAO+cOy530M8ryS5CpHOP69EAcxdmc9xGeQWJNRoDDajOcqXh/4cz1Ncc72fK+fa51uv+zwnca03zjjJA7QjkyTv16BNwcQvAmnrFGzUNEsKAf4T2ze0eXezjSLUS0QU98BmiDBvmLfLaKvFfhc8Pizaflkr4xL8Bj0JfxV5F2EMGYPBYDAYjsA7KE1kMBgMBoPBYPDgJPhf9gcZg8FgMBgMhvcxpmk4z6SledZmZ8ed0tdX8qfdPkZgoaSnwvHAnciPIV2tnPxW34BUsR/Wsn0sOSm7CKfP4z1OQ13xpCVua9nF065sPK0WxnIK5fXPKFNg2OeT9GKeGUhNfd9Ou5F7tbAMkGW003HfS3+sm91b9KTeljYjAzK8pWMzaEXzdSGiMfdxtZFnMM2VzafYeMJfue6eHa1rXYXNNB5pH5Zqyh8SlrL8S0QUpa6fVlrKdr1xxYnKrkKa8Ebk6lgKgKFQd+XUPqT9erPtmLnCCCciGp3Tz4ucajqu6T2Zs/MMGU7A0EL2gJs3JZiT4yGLBAMLRNgPwzDPIsbP8Zle1zFhUZhXGLUp1KHA9cJ1lrFAYh0LSTd8Y6ICvZWrWp/C045ldfFD17N7C8wAL3rSRsex1uvwlktosXl+L7snItW49iQFNM4BnBsjngfI2pZ5VTwD89jDopB5WoI02kNO3z4q5ZNL4FooMvvmTqK2ssZHsObGnfx6lXmMySyydQ1rXdZcAuxssRNFsB3IkIk861DSWU93gS1f96Rl77r6lFe07MJdIkSQVYe2dbxQzH0udrlYzae797GTa2BbZD+QCA8inSOGPIIgWCSi3yeiZSJKiOjX0jR98/sp4xhDlkLqTFTlW6idB9ua/WZ5o5NdCw3NF1YUlXVyjdhglIr5MKbFv1QjGH5Sy/Yt7CwcCJyMQcfVdwwTMgubAEegBOESUm9U40+LnI/+Ui+71xuKIwALBRffh5wBvnnQytUVqaGiGL7T09CH2qV8/nhE5gzAwh3vu81rUB/lvjfo67hJ+M589hs0xq6tGPpS/bYre7Ss7Zd+HEFIQqUKzoCEeUDIkoTDrMHG/+Ytt4Gt1fReM3BGJYIwpmJF6/PBC25TuzVQo/3Kt88QEVFaB8fsgDf5S1ovCd/BQIkxbKyTFff8YU/pk+IQjGBzC+pCn9TNzRdWhJ/LM+2ejse4whkCJvk6YL36MLfkCrNHpTdcmW8MlRIb9F3ZGw/vZvek71oQDhbB+IsKO4Zf7XA41IUNdQgkrMznEOA8wPkxjvJ9JnOr9JMafqaOPqrg67VspJ2uUoKFkj5HQeY10TqXXxMIXGey9nA9ZmF88D0Za1zfBV7zaAeQbi02A+1IpZgPh0rElsGPjAHYq3G9mGvLuO/mda1197aq7dCy0c6OPsEUZghdkHmPdtsXDiW2U7J2EBHt39L+kTFKShi6cIwOwgk4oTEYDAaDwWC4r3D/+1+fJKIvpWn6PwVB8JtE9Cki+r3vpwBjyBgMBoPBYDAYDAaDwWAwfH/4AhH9YRAEdSLaIKK/+/0WcGx/kElmIe309dS4zafTUUNPw6tAAbubeFARTn4n++5kfwD3MjHeZ7XstfDuf14T+iMKoa39iTv5bf+8liN0w8IAxNHm2CJMK8MTeXLtWmwoXXfryjIRER3C9yrAxAm5vpNXlcVxi+/h94QFMdjV0/7NC3u5OiCEBTBHhxu59vRB/DMQja8vK9uj+HN6Oq/l5U+psezRU45NMRsqdU9YCsJCIiJaXVPKYXYSj+wbbv8CsDOWF119rnf0JD1k8TWhzd4OYdqgkFztrCsn/q6WM624cno3dQzGS0wBBPHTKVAbhToj7AoioonQBTvAgGmx0DMwQHwCpchyESQ7IF7WYprsEL7HxfShv5FpkjCdNT7Qzwv8TGlLvxc97lhl2E/SdzjmY7juMSUex0PGCMdNxJqxzTLmZVjLuwc6r4XxMcdI4rnlY3PciT0hzDCc172fdms8hWJkTRwlIovrrFlxc+7Gm0o9lvmBFFcZj+nrOreiRxxDZgjtw3Ebsa07dX4/uydMMqyDCFWiXUJ7NRrnRRHF1k1+SZlmwR0owu59+tk+2NnCkEUTYQynbXevvK5l+yA2H/cB3B+2mGm1ACLbycwotAbDvWA6C2m/7+yphAb0OmoDgzKLuJbQ3vt9CCKiEMVzdzhkCZios4Rt5Wm91/CU57WpUHbtirOHo2aeQVrdAgbp2TuHV5XgmQawgA9uLBARUbeofkiZwypQPLPwkrPTO09pOcJ8RXZqvO36c+kBFbr3+WHSZrSxaaTXw4HbR7GPK69wsobndB+9G/C9owfcvpQMdM+fcjvjtt5rnlIfTHyvIoQdZT5YWcdssOGeuX6woN9bct+re3ywAvh0zaobi73HtQ8bf6m/E2LeHsdb6gdMlvKhGSJeitTl2b5r17AMYW0cAjXbgLAcj4+FyD6HPS+87sZiuKLPBmMRYtZnh8w8nYBIrfgD6YHOytKYk1O8DEzWZ3W/XOR+wr6TOYSM4b74XzAWizw+C2Wd9yK6jGtPxhtDvLpbGsEwkvk+Bl+S55UvLM+Hgmc+D54CEWHpG1gLskbm7ARcyjxHZu3BG0tERHQLmLq+9SrrevaE+hQSojaGdqYD90xjU8cEowAyUVyoo7QVbdRoOW/DxL7R+r3ZRvTrBmBbicPxwiKEIrFdDh/Mh0ohxM6j7R/wfrC9q758o+VsT+EuvuH7AKtBELwI//9CmqYvyP8EQXCKiP7gtmf2iegfE9EfEdE/J6LfJqJPENE/+35ebAwZg8FgMBiOwvvaBzEYDAaDwazLNMoAACAASURBVGC4D3F8/tdumqbP3bEaabpFRD9x+/0gCH6XiP4kTdPLQRD8EyL6TbI/yBgMBoPBYDAYBNM4pEMWaiy0mVm5oKfTdU6Li8wKYaChLxzLKTacPi9/x/27jYwBZhimVT3FTeHEN0ufi2laPYy34Vn3fNqD0+WCq9F4WZ8tcX3mUvV62MDIVKwza6+/rayMYeJYBmkJTqyb7vn0KqQi9njP5TOuvKiQb9MMqBOic4gMvxm8byaFI/l23fUDypVK2dNQv5iNGZ7W82l30gFx2Sbr/e3oCX66oc+IphsyTYuh67sK6POtNxwDdqurbIqXXz9FRPO6kMJwTYDR0WF9wtV/qUyt7U+BuCk/UwAWcsJs4MK2spqqh8w4AsJAyq+ZlSBlMU+DZBFYCwNhdfp/DmXsm7E+E/Xc+6I+CFYzCWGuDluuXZNFYNmuu74rriijI2V2xBBEgtehT/Y+w0Kzdf28XXDtx5TMornWWlUmh4wPjpmsh2Smz8p447zBuTFuun6adkFsuDXJPTPhMotHrOsRz+e0D/w1eaSUt0EoJoyQd+OaK59yjJfJdV3XsuoDXf4043WdgG2ZMrMqBaaJ2Am0HWhTpA5oe4SpPAEbJWnCaarfE/umo32H9NiedZ0CIzFgBv60ou9bZ7t8cAFtjyunADZDPkXbLwK/fWD7Dy475tUU9g1Dht8jos8HQfBb5Kbb577fAo4vZCkp0MFry9n/B8tusBug6uwT+MQJLgKXM1jc1etMZ60DvazPBrulBsjvCFD+HmD7R91kDwZgMLiOaR1Ee6FsMR5ILRTKXQUEfJdOu43qAEQrBwWgRHJIzKwFFOArbiselcEQcNnNTaWaCp0M2zTfjxyyApvcjJ2mEbaV0cfQL/4Xy06OCOmImCo4hPCkKauNR1vwPtWTzcqZATdRqLMVEPo91XDtvtnVfvzWtU332Upb6wD0QjHshwM1NNNvOkMTPqn9KA4EhiSJSn96RR0z9FYjHvZiH/p7wb1v6dv6vZ3nWX0fqNIjCPPI6gWbrYQlrb2o9Tn4gNs8ojbMwTpTPA91MwLfmWabjrpaXVeaptArE3if9MmtD+mz4xqLtnr6k4hoa889s7SgDoGMEY6bCO4mqZog79yB+THgTAsT2MArzTwlOrnLZoY4hHkd9vPzXtYErpN4lncK5hxfWY8bGtrXveEc1SF8L2CKMq7vAWcd6MUwt2DjFpuBdsRH5/U55FOwV7MR9zl8LrZuEdolfZYc4RSIs0+k4UmzutZRbPRsFfuR7ST0py/rSqOm49tuu37BfQTn6zuK9GSkXTQYDAaDwWC4b/Ae8L/SNL1MRB9/K2VYAL7BYDAYDAaDwWAwGAwGwzHj+EKWUqJwDUSlKiycBkJZKIg05ZS8eLI9YIFLYSkQERVrzFgZ6UlpmWl2MeSWR1pfseCuQyg7Ow3Gk3QRdetDemCm0kWHkK54FcS5PCyHoifvu6RwJaB0DkBQV9LQBon2yeL33PX+s3raHS2K2JcnVa4njTIR0Yj7djBSMbcip3hOgKVDQtWEE/CE2QKYohlZLHJSPwbWhAilisCUqxqXWdX3oaBwv+yuUdSXMhavPiM0zDNNZcMsVh3ldRDr+zrQVjndr5WVIRE9v0VE8+msBSiaJoLSw3PA5gIacPWaq2RJiTa08Lr7blzX0te/7MrsPAhib9X8n4CjoT6zwuVMlVRDq99w94arKHjmrodnIWV4S9taZ9ZBBeiXKFAmSJ93LBdkwMgaDAKtN5bz4CmXIrte1Pdh6nKBpMUewTzqc0pxnAdzfTJhKizMo5QZdjjfCqEnrTOk+JY5TDDXZ0I9BiFHWRODZRA/FmHtop+ymTE/4N3Rsluj8aEO3NL33PcOnoK1w+utDKzBWkX7UWzGHPMnzdutIc/74Vj7Ee1VzFTcYAK2TijtUI7Me7TLmZBgkl/fRGp7x9C3CdvoBOx2Pyrxs8C08QgD4v5QZVbdCG3UcZ6a3OcnNAbDXTELKBi69TlbcbakVMVEAm79ISMwC4nBNPa8B8S4njc5ZARsStR21xOg0COjbSx2ek6QnN8HdUjZBhT6UK+qCGaC3Tvt6oMJHlK2mUVP4gUiELEEwfERC5NPe+D38WvOfFHLufrXuc2LIGpeyPehOC5zLGXuhyGI7JYOtG8mTAJE/09CKLAPxZebetilaKOFDRnBO2IJC4E9VtpORDSocAKDIG+XQ7hX5r3wVFOdHhG378Me1O7nbX7EfuDwVw+zewuefQDDnCb8zKQE7NKWK7tyA3w1jnyagRss17gfznheJXf4NcRRWhTFsA9yOWEM3+PrBGJPRpvMsgf/q1JxBZbAbyp6/K/hr2roVsTt70GiBmHHYhjNmbNO8L8e6fvKHl9lMnWNRT9e/GWcAynMjSmHbOEcmjXz/oDs4+g3ZyF66DeIH9LP38O1MFx0bZ7zqWCNy3rGNZeJB69CWNiha9fZP9Zyrv84vweTOSy5vqtUIeGMx/dCX0muMUmHiB+jjerVXL0KQ7BlfA9tntgHtLtiGxPPuiZSexuD6RG7jLZ6yOtn3vcSprU+K3a51NR+yHzH7rugdnIC/C9jyBgMBoPBYDAYDAaDwWAwHDNM1NdgMBgMhiNwv8cwGwx3RZhSWmOR1FL+RF5OXud0xPjUNonhVJwFMB/521/N7r36v/wIF6KnrtVtPj1fAcFPSP8ropchsODkXjKBdNaso1XsgeYd6+j1z0Ea3e86akLnEmi+MasOU/kiW0ZYBiVgEYSstzWJtK6TqmvztZ8CrTGhBoJdiLmfZnCyPeCT6Ewclohi1vEq3dDyhEmIZc6xgqRekLa3z/UvgqCplBJDOucZH5svvqqv2Fvmei3oXKi9pPpl20+4z0ctZWrUmVVcjZQaEoXuedSVWy46fbrFij4rDKE5bUPmJCMLN0aWZpJnF015PsxgjhS5nwogKTda5dN81PjrMlNoG0RV17m8kt/AhxP3eXVb78VN+ReZoO7f8j4wD4R9U4E1JfqQRf1eyJc4DyOYp9K3yA4veJj34V005YZAFRIWLTKYOh23firfARHXi0ABYoZQC+bQ/mkuG8qR9yFnS1jJOHdlXeMcT1hTD9dC8XVXn8NNEFWuaD9JenpMIZ+xTXBI+fraTwH7jhk05Yq2U2wF2glhjiADZo5NzO0agxZh9bJj9qCNCmZ3tmUx2MZMjNxnG8EW++xt3IS5veHe/cjf+lp27+V/9EOurg1tc5HnJKYl9yHkfWNa88USvLM4Cf7X8f1BJkyzcA/EGCmscC30rAkY3bjnJvvyV3RR7D/NZcLEbL7h/t09BxszGAIZV5xSWagNLAoR1CzA4kmWmJIKm9jsTRVP3WOjUQMxSqEU4oYV3PYZ0fymOmajMKpBW5+tzDeAKKOs4YY2Y8FQ/NocVXjEYSc3NYRi1uR3gyNR7LCDBirho0k+DGrk4XqOwRkQYdralpbdWXP3gkU1CoW/UGHeG8+xoW/q+5pl16fVIhhP5pNiWEyFP18q+42GGFLMHiDK8CjaKpsW0galH6fACyx0wUDyVwenIISszkKo0E2TRdenszI4UmHe4iRgXPcWOCvCIaijJ2KEYQPjMCes17QKc1jagDRZ/qrP0SqFSA919S16aMXu87xDINe9qdJthSrbHeu9g67zaEovah6J9ANAOeWNqAHzaHDO3RuAQ+AT8E2ADprN4alnrkM2hCmvifQNrc/eaTeIuIGjXZMS5+ogfQHDu/8s9+0ShHGWXZloE3xhPLjeZN3jehswDT69ASLaYK8yZx/tGjs1c/aPMZdNgP9Fx2oGa0Fs7xhC6OJF9+7lP9Wx3v9h98yoAaFtvNmHd5hbgrl9xLNmDAaDwWAwGAyG9wqMIWMwGAwGw1Gwv/0YDAaDwWAwHC9OgP91jKK+wVwKX6FfzaZwsj3Q6jz+P+8REdF3/6tVLYOFJ/ef11NVYqGp0q6Wvf8kjxxQRCcgapRRwzwEihROzeVz1DQLRlxmC4SyFvS0XNrVuaWn6iJ0F60rfVPEOn3iVEQqDjxHPWSKWfMvlFLYfoYFoaCtM2YSFHe1zSIcRUREDVf3dAPYB/x80AOqsOegWtg1MVIPfSfayJDgPu08Cif/LJiKdUh+WEXhhIGx31EKbeFfrBAR0dav6vdWG06Mr1kCIVQWlPUxO4iIZiGzr4ANI2nWkWkkQsDdPWVABSz0lza1LdNVnY/DFlNnO9o/QqMdrEAdorx1CWZ3pwHKM5MFLad2w71vrJmAaciCjVSCcUGGyHU3N4cNbUNzxfUjMl/KhTz7SPp0rj+BaST9OJrq3OtOXD/u9rQfW7/vOL/7vwTCdUybxHkQAGMjvOXKwXkU8twaghDdcJRncaVIk/b0szQnW99ElDZ4DYI4uNiU0Za2pTCA9q+y+FsEDDpejwvf0bZ0f8S1G6n0subvlK57xPYTxb/jbWcLUhjrkFNOB6d1TQSo9MZzc259c5ck4zyzbQ7C0sc+BNsjtre0DyKMqx67LfUHoeOHfscJQn/3v1nJ7hVqMNbM6Ep97CODwXA0mFEprDb0d2K22elA1+7qV9313jNgLJjV+fL/9lx2K4h53e8Bw3SdQ0bgHTPw8SacXGHODxPTB8/IFVLWxeYmC2ofhpfATjPGu+wrgX/YuwDs5Zp7JgJWorwvAhsuIQSTppZTe41FhEvQJmF0g70tsdD5DEOSmixMewr3Fgh1YT9MQmyIiKYcJjMd6vuG/J7AwxREG51y2QdPApNWEjmsQ/KLpwZaB+5wCWUhIkq+6RyN7ed62b3llntGGMxEymIWBjNC/C8i9cEST5gSEVGX2Z7jfa1DZYvrvQbJJrg/+xBKEbJwKoYQBfxI/wyEgrC7kBb8v/g4/wD1z+i98oGEnmjZ42UOo3sA5g2XGUDSkcJV53/1TmnfxMvOH2iqu0sl6M+7sZURScqM2Sn0IbOQ0ZcuMwt58CH1vyT0B+cAjbSc4p7rKJxDMq/GAxCzDfM/K2UupuArBHyJczyNWNS7oe2ctPh9sKZmMB+CAa9NmA8Ucd/Amqqx4DOGYZXKHL0Q5VnOOCcl/A/bWXpTGb/jVUlSouUML/H4gdB5sc2+l2eqzYYeO3KUbYRrsbfIoJ+suPqgrZaC0n31I1tfd8/s/hD0A4e3BhgOKTYlMb/rnYAxZAwGg8FgOAInIYbZYDAYDAaD4X7CSfC/7A8yBoPBYDAYDO9nTINMV0yEUWlO/8lddx7XE+T9TziNK0w/L2yR6VBP/ct8+jxeAXZA1cOchdTBBT4tLgBxLuE0uzNg9IoQ8egcnN5yqtwQ2DwBMz5LZdClY6226TrmgtWT4dl/YqbARWUKCGsx8P0CKEIK7zqfSO+qG106dO3rQ13j8+6kvAhCylKbOYHOHqQb5m4aXtTOCYTBgafTXdYDHOVTMqd1YBcyuzyAE/yE2eXlq9Afj+r7mnU39hVgD9FPt4loXrPt1huONdM/rawZYS6j3p+wb5H1LUyOHmjJ7e02s2s5ka+uAnOHhUoDYP1KiuFpRxkMjavMzH4I5qSk7QX2UMBzUsR7b4eI/SaQAjpmrTlMS9561fVn+3EQ3m0xUwjn5CanbIf6DzuOKToZgGg0BAcIa3ZOwJfpE8jkEG0+ZCP3bro5vnimk92r/fSWqzO0c8QskG5fWas4N8bn3NwolGEei/TkGOZxn9PZA/krrXC9K8Bi4fk5vAjlCYMEGEXEaaiLNXhWpwjFzCYJ2jr29cuu3hPQBJT1imtYgKzpaZoXIC68xoycc8paCp9QJnejkE9dLXMyPYRIhYr7XgJ2MmPBAJMmZIac6EESEUkwybQO8xk0KCeyLiCldpnZeWg7C2wDAtCd3P+EiF9qm5vf5AiBB8AWM/MIWeGGtw/H9weZWUAJULLEEWi8BorxT+hkf/V/cEakUgCVdl40MdDoykxfHJ3W1R/wog/A8KdgMLLNHJwDCelJYdGHTJefVnVDSjnDAIHBiOq6iVUkXz2ElSQcBtMf6KbTvrbgvr/Rzz1L5HcGhJbagwVSYBphBE7GSKiQZ7XvKqU8dRSdgVhCcYoQLnFGnDF9ZsYbUNJTIxPC4kxZMZxQwVtogctA0Wyw4QVh4cIl3TAWaq7uFVCdn33WOQPVibb1yrdPExHR2iO72b3VmutTCV0iIioG4LCwBZwArbPHYTVbh2rpJbRtcVUdjSIbPa9ILBGN2q4cZOp2xcFFWjHPf+w7pBoKRPyXSJ1UNMhdFvqNwCmcsuNWaeTnJRFRcT3fBqEl4yZ0apG/D9TYzDHAUDoIWRokbmx2B+oQ7LzsPIuVh/e0rZ91DsE5mOciVtseAB0V5kd62s3HMszlTHkexWh5bgZjGHNw8ANezwVwTqdnOBymC+FOHL5UXMqr0VNDbRWG71HHtb90BcKK6vl166OYi5I/hgrNza1brk/DJX1385xbM0UQaBZB9Llnu9qnxKFv07MqKCxZHjBzBfGPN9x8JWwuhTkYQLhUyo7GpK7lVG66eowfhAwSnCUhhDkqNj8YaXnVb2q9exf5+QgcqiPC/N42pHQiYpgNBoPBYDAY7hucEP/L/sxlMBgMBoPBYDAYDAaDwXDMODaGTBATFXeAVcGHzr3H9bS3VIWUu3wSncJfxaZ8gh7uAI3uQaZV1vRZSZuKqZ4nKbybT9M3v6ynvFc/yamCIb99hVPbYurZKbNh+od6cjsBxk617D6fo3nydQkEfLty/XUlDfaeVLaMnMQjlU6E+PBw/eIfOirnq/+51idkdkoETALMZy+0uhgEquTUvLqkrBpJL5sixVREfYHadu4L2q5rP830wSXts3rV9Qmm8xXaar+qJ+T9XRUda55z4xqBiFmJWQD1SJ+pPeHaem1nKbs34XFfqSvNtVzIv1tYMUREN/ccYwn77PSaY+SUgaUjIquYehhFVgsH3KcP6ljWsrEEkTBmVUxnOgYbX82nhX/zF4Di3fSNK6dhb6JonGNSzJraT9j3wjrCeV3nebvf0zG4vusoMrMVrUODxZOROosCcnt993ynq+Wce2Jr7ll8fgIiygNeozgPaheVNVVnIey5dzPNtgd9mzJ9++wfa3+++SlIcc3UcUxdLYy0BGzQ8MCtKVwnhRZTNkHoDMdj1mCRuyWtz0N/4NbUa7+ka1TWclyE1OS8LpG5VvyWMo1KH3IU2WYNbGYxz3wbMjMG7RIKPNcXXX3m7JrM61DbOuNwgM3/qP1446MsUAnMrQj6TGzGrKbtHzNjEe12yoykEGxipvEJpJfe49CEa+75WQRsx7yO5zuHE3BCY3j/ojggWv26u+6e5/1HCYhZqFIBQl0KxfyelDCLTkQ+iYhGZ/jZRt4Pm4GNxzCngBl4pQNgW3JYSAChDUW200UINZg2OKygo3s4McuXIDwkYp8B7WQR2jRgtl39K7rndJ/mPQ5CjDIxSwjxEmJo8w2tQvsRZlqD6H/E5SArcsa2PgU/KgB2crjm6lCaExbmKgAjc8ZhDsU+sJ15jwogtKRS40QHOJ6cd2JQh8QaN7UfZg9y4gmP0H8t0j6uPOiut/fUl73BdVxu9eHZfKKKHoc+HdxYyO6VlpS52eKwKWSAij86BAao+KXlbe2bznP8rEeceYoCsUMRufefT8849C4ApnyR5w0y2TuLHAL2ui6qWHw26Pcqs5XxWfFtOhAutHttMbuebjpfNC7rOIsfNIb1td9x/gL6EKcedMzkRkn9wZDkWfBjuf3TLZ0DwWPKDl+s5EX5xdceEYRadV2ZxT74ABxtEMK6jrLQQH004T6eHui6ljWStoCpDf6X+HNxEwRuN9z1wst6r/sAX8DYSz9hqJGwhJvf0Dr0f9j9lmiA7xV55iSWMxV7BALFpZZ7Hv3HhIWOE/C9iFnJaBtHazxfwJdDlrckPZjVgb1fcWWirZ5tuu8VMBEET5epupvUYd+rfBP8X2aNN6/os6/TMeEE+F/GkDEYDAaDwWAwGAwGg8FgOGaYqK/BYDAYDAbD+xiziKi/OX8GF8Ops1Bv51jJfOI7g3S1wnRLQBOuvMCMVkwfK6zDRN8xhrKTlitzWITTaT5Njsp5pjKeSAsmwE7s7buTfRFIJSIKWdRzjiGDjA9m03SfUVZG8+vu+e7DcALOfVOAU//GFa7fgZbXluN+FAmVU3Oo/kx0zkAUNloDzT+ul08bDBkFY2YiTlZBL5GZMWXowxqXVwVmizAsamVlPhwCk+PwpmO8FM/CiTyLkqKunDBulxeVDbO37+g3W1vK8hBNuymmQb/uxiza1LYLK4Zonp0sEEbIaKwn90VhpTyuQqsL5TwTRZigk1h/+ojU3PQOP4cCZneUgQlaivIs44y5A6LYRRaNHj0CLAnuY2xbga+x7W2YQ51XHAO8dwbEjVkrcARi0CL8vLKszBYZnxAoBqL71wc9Rhnv2jntw8W6jkvkEWUexiymDMyQMbO1JyVgw7E2ZwnXtehtQh8mzH4dAYMk3nHM4qSjdQ0bHmos6snxJa7NlNOtd0rISnZfRJHn5ivuc7QJVVmPnvEm0lTtaHuIGW+NZR0zH6NZWNIjKC9mBuDwtH5PdE6RZYRi0b6IhpjvjQPQ6tx2zJ94DRhTzD5E2y/7Ae4RwpC5fR8xvD04tj/IFCZEtS2gj12SHOeo3q/fFxoXClxOd3hSretEqjfdovFOdF/+dCKKmVp47SeBflp3E7sME1yohb6y8d4hbz5ERN2eMx6FVpr7Lm6ussC7H9DFuvQFpQrufpTrgTaGaamnv6xlbz0vHLN8W5PEv2hiUXIHZ6C+5uqBm7NsNlMPlTMB0c4rf0M3xpQzHdQhHETKRJqrbA51oFHuw3ht77rNIVoHamLoxhpDVmocvrSx0s7u3dx2TgCGEtWrSjUUx6Z9oPy8MoeiLTV0PNB5EcRs7AZAl01f03Jqjx+6fz0CzQlQS4fc1gE4J1d/Bmif8iwK83J4VxUFegt5Izx42H0++q46QwNwEiT0K4J+lLZi+/e7rl3Xbi5n9xaWnNOFm2h/qNTOCVOHT68fZvdkjHDcZFMfxNpmGfPWujoTyxB2VuLwtRksCpmjMfRtf8mZtSt/AxyCurZfQpWwH7O5HsEPD96Q+ju6Lkdd19aolqfvEs3bGYGs0dMQInn9p1joFhwZ8ZdWv6xz6+Cntf1Nj5MumEAIndigFMpeWlUnC9t9+/Nogwd1sZNAd2XHKoLQzrInRAAhjkIfuma2zXVcU6enkDkU+j3cH2IOk2pehvA8/zC87QjoZKRdNBgMBoPBYLhfcFL8L/szl8FgMBgMBsN9jiAIfi0Igmt8/V8GQfBn/N8z73bdDAaDwWAw/GCwkCWDwWAwGI7CCTihMdy/CILg14lokYi2giBYIqKfJ6KPEtE5IvqHRPQLd31+SlRqs5jnsqOrhTGEj7BALCYSkDCA+uvqKvYfZpH+lrJOy6U8C1hYm2kBGI3Agp2xqOQUWcB8D4VYhXWHiRLkERSpDVdc27odFU8f3HDs5cmKMvGwbGkrMvE6j7r3VG9omxtXmL7fgHCNdffvZEEZexETEVF4fDZm4d2u3ksb3M5VDQmpgWiqiMAiq1T6CUWJYxY0xTAgESPG8DEZl7kwGQ47giCLOQHfAx6r9F+uZPe2f84xkeseJjWiWndzY9DWsZi+4sZiVgamLIdNVCCUZQZ2dszMzQkw5fssfDvtKnOz+dRhrl6+EJuE2dFoyqfMJI/LeXYrkc6XCOafsEwxhEXGqgIM1P5T7pnuVjO7d8BtqUN4ksxjbDuG9wwkvOS6snWzWKtTwOqHMgWSOEHCi4iI+iymXP63Kqbc+nnXh0s1CJ0r5tm001TP8WPuT5xrMYfMoRkp8JzEuVvk+YXzp8CsZJz3/VX3b7IHiUuu66xNmhxtgeF/XWbBX4R6M5G7+Tp8r8cJPs5DeBiv/xBsgoRkjSA5DAonJ3uuPkFL+6vZcv04F3XA7fK5Egn0YSK2sQ6dGOUTSuC1zEUM0cv6cUHnxThwHVH/tvZh/0Gea5gxJsnvEVKc7CPHihPgfx3rH2RSnb8U8CDPRqAOP807AtXXQQH+ETepJEyJSA2jb1PAMI4CKPQnHIM3gwVXYCNShAkuoUYlcDJk0uPGVVjVcg7aLjxhd0cNcIOzmqDxnnLdcEHt/iiEVVx3C7+yg3GF7t+tj+j7ginHSLchE1LZDWs8UcMZ9GGoWZm7tqrhEGI0KrBhy2KOYYHHLMddhNhtVDeXfsSQLuk/zHQkMchVglAayKi0z4b72vc2snurDzm1eAxzkjriViqGsHuom1f9jzWsbHCBn31QN55qOR/7kDkDEA7TGTgjNtzXzWH1qb3sulF2jkjRMx/HEFYiGy+q5k9aecIabsrlKB8H7ouxls97T2l/7kIWg2TZvbNVA4fAE2oifRLDxjP4lotlbryp35v8qPZdc9HNKRwPUfIfwoYpscu7r6qzt3Jpn4iIlqsQNuZxCBJwCMTBwvk24nCaKcxbzISUrWFoc+a8+ezIql4P9tycSm7p3EohKwmxc1eG9Thi+zDc0HpXb7jPo572rajoox0oFfI2YwThctL+HmR9E/X8FQhTwjUj7U48oYjo+MpanjbBjohTUMw7AkS3ZfGQcmSTV5NIojYQfUf7cchZPeacAsiIII4B7iMGw0lAEAS/RkStNE3/QRAE/wURXSKib6VpmhLRlSAIVu9agMFgMBgMhvsWxpAxGAwGg+EIBOkJOKIx3K/460R0LgiC/4yIHiWi/5GIXjrqoSAIPktEnyUiihpL72gFDQaDwWB4J3AS/K9j+4PMrEi0/D09+Z2WWJ27qyegzTe0w/eedaeu48eA0slCmngaLsyY0KOkfkfId+9RJQjLFjFaZHsEQMEsLrsT4u5Q6WC9HceaCcYgItzIMxuQuztZcu1KasA1SEURHOrGxay8pDd7Z5iRsA7MFqA11q1uzQAAIABJREFUVpqOxYHUSp8Yp1A9kfLpA6r+yyWyk1LP8yE3Yp7yqddSn+pjWse9njtNP3hJDwODB9xZexFO7OV9QpMkIjr8WJ7KWYBxFQFgFKiNx7w82spIqJ91rIMz55UVU4/y7AOEMBEKc23lf4ENgLTp7HvwuTwzR/H09KOQbpBxVD6v863Nc3P7srJTaIEzWQAjR6iPOP+T864fD8/rowWot2Qv2AemhYhLp2+o+HHp4Q4REZ197FZ2r1Vmge4wz2YhAkYHMGQyWjzMMbkK7j5t5+a1b45nVHlYJ7MlV8dRUedJtKXzo7rtymlc177fe4oFyoHZMV7m0IEVoG+LHUE7MIhy10FPzXZadv1TB7Zbs+rqiGw3nAuC8F5V0vB7RzyTrT1kGvE12u204WzQ8DGY/wduDa78pY5v9wFg3/ESxn3ksh0pGE4A0jT9DbkOguBFIvplIvoX/P/niWj3Ds+9QEQvEBHVV8+lIS+dxVedPehcgKQJB24xrf+l7mdXf8Z93n8U9jj2wzBMwcdQ1jrc3Rf4QZ6RfQGXf1gZ5+oyqDibMgZGa7ADrNRVbgP6MMzknEBihvYj/NkU7JVHwP3B3/02ERHtfeoJffaS+954A/a1Fod9wX4besJfEMKqnQsp8/SNb0/UMiBcg30LX9gNEVHEoSDdz6i97bFgfOfF9eze8CHu9zLsMeKrYracjTzbVV43HCgTfjDTvTVlZjf2dXnd7XXL5/KZhHz+F/4eEJbpXM8ctQ96WNjiGxXnwm3uzLytnNNx7jLLunu9ld2TLF4BsG0DZIqKa7Con8tbsI/H7MeOIQPVdOzme/VV7dfZh5wfW//MTnZvidndUZiPCCBS/yv2zPsj17j8lpihz+X+RcKrzD9cC7JG0iUNkUwKOl/Kt9wcWbis/bXyr9w6vPK5D0Dh7p/hBvj9m+7faQnWNa9/yYRGRDTmUKXSLkR0rIF/zXMSww4leiPy2MZ4dncf9m74fuxpNicxTJMThfQfhe+x7T/3/+r82n7WtRkTJ7Te5KxNzSN+Yxt+IJg7azAYDAbD3ZDSiYhhNrw3kKbpYRAE/y4Igj8l91vx77zbdTIYDAaD4W3HCfG/7A8yBoPBYDAYDO8BpGn6HP/7O0T0O/f6XJikVN92J6C1lx3Ds3vuVPZ5vOA83jd+EU4/qyxeCuwHZKMKfHpUIoQZT9TNTEZ6LUy/wghFV92/k4J+L/SIVc5YqwpZrnJdBUajaAKOQUNsvAx1GPEpOAjEVrbdKXikBAxKmPBcUlkuChL3vsmC1n/n044Z03lIvzdZYZHQutar4NHamkEfTvjkG9kdMbNOJ9CfU2aQhH0QEa64No+AuRp6mOTZ91M/I0JY4IWK3hMtstHH+vo9FojtD4Bd3Hb3mq+AGPQ5HkfQkivvu+vBJT2GLzX1urbgmAfIUi0zA6VwBKNIGR3ah2Nm8AqTl4go4TkQDPw/h6S6E9Sc9PSnjzVT9jB3aqzxN24oq1V04YSpTUQ06ep17TIzX5b1fWnRXdevAqP0YX7forJJmsturGofO8juZYyiO7BhsjoArTeeuesRaCGKOPBoqHUVVlM4AmYSs37H0F/C7kiKeaadj/mBa2YGa2nMMpOHRVgDn1aGmqC6xYK6RWAgs65dBQj0cYPbeQrWaNO9L1jRiI1WCfUd8+Ms9ijxMLRQqy+bk2Ab0wFrdYIQ+LTiyoHlM2cTJaIHdUl9EPudVrT+ybLYfhAo7/B8vqUvbH3TMaoGjwC73vC24dj+IBMNUhqs6euKbIsmSzqhdj8C9E2m7qGoqY8Wm0zzCo8JOwJjMLpzk10MBoQQyTIaFfIURISIn6LxwmsxtkhTE8HcIYhxDtmATTtqyCo3YTiEnhoBhbTP4QBqa2nCWq3tS0DDZccqXoOQpCo4KR5nQDb+mSf0KwbjMWQqZAwU0wCcgYSNxhDeIRkD5voza2peRJiIqFJgRxCcgUaJlfufVWdAxGG74AwIPbnYBgO9AG3mIje/oIbm2qfYUW2pZV5osEr6KXQG8oYX6+0L8/JtZGPuU3RWxQgj4gieiSSTBTirnrAiuUbBX6yvhFiNH1WHYMAK/H1wCAYd54We/Vf6vmt/jd8D/ncI/Tzifi4v68a10GAx7mc72b0a16E05xDcOdyLiGgyE3FgXUdS7yFQdJM+O1jgECDNdhjmnbepZ456qfL8PVxP8Tp8IeBQzIr2iUTi1bbgfTxdY43ioqjD9Q2gP0+D/WOae3URxKjZUa14xnpuXhL+6HHvQWdLbNMIqc7soIZdEKPmEKlJmHdEibTPikc4BdLPaN8nLHGx+xHYJ9p6nTnvsI9Eg+M7NrnXCC+DwWAwGAwGw9uDk+B/WSCYwWAwGAwGg8FgMBgMBsMx49gYMpNmQO2H9f9FwBcZIATXoe8Um092kcYpIlEiHEpElDDrIIVUz7Urei3UXHx36SafbB/oCfHhGp++10GoidkuQlEjUgolkV/YKzsNhnsicDkE2tuoquwEEZKNQPR4xAKgsxqc4jONEgWDy3vMbLmD3pP02QQYGxOuhtCMiZS9gTTjwr67LgHNOG4ClbPjTt2D65rjdvcBprRCuvJm1bFdMB0vCiVnDBkPg0I+I1KmBZbTYWGtbkuF/KgNfcvjvvMryjRYq49y5UjK5TnRO6Yu+RgHRJriGdkwAy+l1123vqvf6z2YZxXUv6Jt6DzOLIYFpUiNau66Bmm7hS0xl2Yc2iDtQgaNrx/73I87v6IC1dTma+RNntN+XGJWUauidZSycdz81GlO6zwFMbUp0GOFDQXCy8Ouq0/5Db1XaHIKa7BupRvAoKm4Dw6XoX+YvonpsX3Uz5lH0A7V/gpDZnGchjXKrJLxmn4xHLDQMwimjUVgckH7qeqxPdXo7mwYQQwMmPE0T5EdjnVNjPvuOtzReyVertMasPR4fUdXYX6f174dMbOxiGnGmSLrs+kI+Rzt8hxDkAlduI9MmvcmhPe24ASc0Bjev0iqAe0+xWv1SReqVGpjGBBfF8EPK+bDhcRHQF8hZbs4BT9sNsqH0zSvgH/BLsK0AszYLRZxBbbw4Azvew1gqlZ4D4vyYQPIcow84S0lYO+OWOxyDKKXw7J73wR8wVKH7fop6Aeud4qi9hy+FKLz5dvruL/iGJjNKTARpY9j6GNmLKKwqPhhMQgQF0bu89p3tLz2B9iXbek+WWXfoe7xHYjUf/Cxwed8NX4Gw4p6PD69OvoOrg4zYD2Pz7h3t2rqLzTAd5Cyi5DwQeYiMlgnzEL2sT59+1xwqGO7+g1XzuEj5MXiV90ze0+DX7Lo7vl+G2DInPj8yAQWxjj2oTDr0Y/rlXWs+jX33Sn4sRL61Xta/eoG+9iNOf8rzr3vbiFe6HP5wpOG4McmzPBf+Das100eHzjuL+8Kc1i/N2R/Z1QDnytiX6GQH2+v70Wkosvgk7YfdvemVS1ntMbvgPCkwtg909+Edb3EUQ71vL2pgL0p3oElL5C5iJEacj0e6VwS8eDqdWDLc1OmVS23vO86NHpT50D/PPyurbMvCKFIBbHfHt8LbbrY+VkR7DfvAwV17+nKZzjEFYfi3+SKfmdwAvwvY8gYDAaDwWAwGAwGg8FgMBwzTNTXYDAYDIYjcBJimA3vX6QFSOXMJ5xpCGnl+VB9iqlpmfEyp6fFn6cjZSPI6e50CViFzOSdVfUkufswnHwziwRTGictFpwsod4clzMBba09d0o/AjZPtMqab5B61seawZNtyXY7K2kdhOUzrQObJ3XvnsH7MqYHHGumBVfO8l+B9tkK6/MBGyZlBkwKp/qFQxAb5vvpkp52E/fJBFg6wlQNppAKlxk77Q1g9pZcm9GEdfedgNloezG7V3xIVYuXWHRWGBZEftaM6ACibl4SMWMFNcJqrs0BMIpKzKT0sUqIVHQ29GgbIpOjM3Lzod2pZfcKVx07JzmjbJGQGRizZZ0jOz/G9RrnNfzc564OAczJkNswHoLm2qsNV4dzoEPYcn2IjOFMLBn6MGBF1llB+xD7RHQcR1WcQ+67qMMmDI6jmE4yVtiHosd30NM+TF5Vpnu87upTAAZGyKy19jMwH5itj3MyEbsD64eYtYF2hG66cZzC9yTVdwD3UrAZAbPIGlf18/0Pih2B93EV0xBYIEw2mdaB7cIC5siWloiGO7FisjkJbBgRaI53gakv67oJ65rfNzwPunwT7kNg2iV1Fus+le9DVwn+7o4ymIoHrOl5BtKpV6a5Z2Uu0Qz3A54jSxANIeP4LvhCJ8H/OrY/yKQhUdzQHm0/xOKPPaAd1sERkFAk2MQkhGYKhrO4zVQ4DOOp8YQr6z1UcackTwya8kQLSrrgAo/RnVx3m1i6qMaysajiqEL/9IUxoUEUw4nK+kkZHAA2vPoWVVXHdmVGDTa5GdNrCeiuc1RitkIzMJiSZaDQg/qssrJ4BIZ8bZIrj6AcMaTpBmZlcNdIz93uOjXidKLlLJ1S0delmnOuRICWiKgU5jeWCvfQnDNQ4pAt2LyG8LlQ9aplDH1y1xLO494nzgBuZGx4gcrZi5VCuN9186P6J43sXvfH3AYdoqPBYUfdD6uhTOP8vOx+GOjXQqsGy9TtOWMf/PslrcNPufQQy00VP25EnlCsADYXMc6oK819FpdB6b1emPuMiKhShawImcis9qOGn+UdggnEFfW5Hw8GuoEdbLWya3GIihUQqObryUNQtjju4OxOwPYEGQ1f25oMuR5X9d2jBpfZhFArXmcp+qMwbhJik9kgouwHBToRU6HhlsGRZnptBA4WUvLFZhQ92SWmc2Fzrv19oGr3DtXJErp2Ck6p9MlsXR3HqfQjrm9p8iraIL2U9Zwcaj+mHJ6VrEOWEXZC5jKnSP/AuOH+0ObMJRjikOaXjMFgMBgMBoPB8J6BMWQMBoPBYDgKJ+CExmAwGAwGg+G+wgnwv47vDzIBzdHVRCgy6unpO4q/zW77l4ioIClQgV6WMj2wBCfJcvKNLI64ryyXyg0WmwPW2GidT81ByKnKJ/8loP8RExFQELe7pbS+0aKrj6T6JVLxVF965COB35Pn8Zac2ENPxQt80n4A7CKYzEKHLQzgZH/T1be4jlRHPjWHk30RowoOtP2lQyiH6zO9qGNUreQFyyKmNsdwsn8IVMlO112fWmln91plHmsQSJtRvh+lqcjimGM0eJipvnTVUnYCLA6heO4Di2PwtVVt19MHRERU/cVb2T1pFYr/CnshBvZV9XUQHmYMLwL9mgXbUIRP2BLpL2o/JUzf3f//TmX3Rh/eza6XmX3kE3mba79njmZ9C/0518+5J4gSoXuDCKSI8HXGKvq3tedYU0gVPXVuP7uWVPI4ZzLBZLAdpeuuT0NgdkwWocKrjgVSBqaNMISmLWWIZKKUN7SOwsRLkSp/COuM156wYohgjc6tZf73Xu0A+edownYIGVvtnqtvfKj1bmz0suvSitLSBWLPhkOdg+mBu65so9Cb+3d0HtYypAAXEblUiU2UCI23rXOd9tx1sgC2lYH7QGECdNlFodrCl49R09dgeC8jJWWUpczkmyzo5w/8G7cvvP5psHfCUAfDXtpn9i6I+Y8ecntTAdi0skyRiSsClkREzdc4rAVshdjV8VkIK6o5+1KCfSFYdt+LIURgtOf25Lii76gvuDZV5vxDYNjdxf4G+Jk8gl+Xa6T+86s7F/VrxQ4zBJFUyHYtRPt2Su2o2NQSli1CwOAzRDssggzjs/FV13dXf0HvyV5XRR+M98R4TQ1qt69jf+PqChERrZ5W36JR5r0TfAfpw3TOd5ivMxFpuIbeyZ7BPQ3LmfKEncJDQw6tOQQfLPyym8jl55VlXX/KMYRxvCX0pw/7XNJx5aA/jJB3Fxvad3X+bRCBQHS67PbY/gjK/pLrw92Pah8usv9VjZD/zmXcwf/K+njq6c+Zp9+xD9lfwvLEj+2NNbxl9yb7X031gZof2MuuI/49EIMfJ4LJQ4haOPcf3L+3fggEqYW075njKDibtly/JjjHt1gMGsKP8LrIrH5cc2Lf5kJ6pBK4huUn1RF+mPQnMpETeGbEdqjfBmYwh2JV1jWCImI7NCdIzZEfkz4kVODELChUXOKp3XkU/HYQRBb2NoE9HXG4ZHCoZUcsCj5ZBhY3vwbXwPk/cvP0jZ+HNnG/BnfKGGN4SzDCt8FgMBgMBoPBYDAYDAbDMcNClgwGg8FguBvSkyEqZ3j/IiAikUPLmI7A9Lv2CcflrGzrM5LGubKnJ6L9s1zIAmh5sfYepqsVRuRsrG4msgm7zzKrBtiEkub58f/6anbvlf/1jCsbFqBoa5WBoVBk3bregTJteztO0y1ZUsZyEVkNopMG+nYivhuOtc1Rl9myKg1HacQMBc+JO2SwptVvuJudC/qOpM4MpVOoh5ZPV4uYcL2a3wZtsA8xaxjYnrdYn5H2le0izGZkyIh4LgrAIpPokDXr9l9d1jo84JgemFZZmo8M4DGzWOIRMKm3WQMSUvlOypJ2XL+H4yxs2BjSWXcHrl2i50hE1PiYYyYvQ72EPTxfL/ceZI8WllyfVED8FyFpnvGZGfc3ChBnKcGhP7sfY8HWN5SKNj3j6tOs6ZyU9OxTT12JiCa8hgrATC8MWYcPxIbHnLI9gnUo7cftq8cs6h7Uq3bOMWcX65rnOPLo/iFDJkvfDFqQt37FtWuOmcTfa35T+7D/DKcExwgE0cSEtRCvu39LW8qaKe/p+1pvujruPu1htKH4L7OLCrCuRaNuFgHLiNcZ2gSJuoiBqpUkIDJ+wO0CeyqsZB87D8dW7OTj/+2b2b3v/f1zrq7AOBxzxEd0XVlNMXxe4OgOX8rwBGx1MuOxuAzswhX3vVJb+0H2g9Rji4L8rXcWJ8T/+v/Ze7NYXbLrPGztGv75zOfee+7U3bf79kw2RYpis92kSNMOBSlWQklIrDxEsIFEQCDED0JkwIAfAjtAXiIEgZMXIg+CA9gCEidBAthIYtEiJIoaqJEU2WR3357udOZz/vPPNeVhr1Xrq6669zbJ7tPDWd/LqVP/X7v23rX32uuv/a1vnd4Lmbd3Js+nxYo+2eWXdZKNHvIDo32kA2Ry1U/gEAZXi4VZA6CmlYLAoMofHupkTp7yFDJcmIlpY+6m0rPyxzgfPQxwMbo4yeJLWs7RoV8kDlJYLDh8qQX3E2ohLjQZTHDHSuXiCBARpaz6j0r/hVgK9Aq4G/s3gaI4gXz1LHCabYHyOxvAOK6HECwW2nfhTW94clCSD66CYLIsoNvqFC2YaryESvNshLswMDqreu+Dsb/+1k11BtJLR75dLb2fLN7Yj0IfXIAjiFRpMZrzVl08NXAwTjisBss+nvr2n7ypvMCNT2s40HKHQ7/AYqVMu00X6khNxt6oirgpEVH86UN6OxZAIZZrMGRJ+hHvJw7W8NNa9v4NFf1NH/LtWene3yFYcLtx8cgk9A8Fc8Fgz9ixwoVcaMdImR1zX2zf1gwPy5ueYrzeV4pnU3hanoDINtctPwRK5lN+IQwwiwHQiAPJvvCIlt3pJLVrBHOYJ+Fd/wxiEJtta1QVHT/NB0g3ltsA3TiY+T6JxkBZD5meDWLUOPYC5rynTs8t2GaMRjpOhNa8dklp0pixocmBnjF1Hu1fwWGM2SWdJ+KEhLf0eyk4BRE78SGIjAcBCy9DeISMhf4NfZbzVX/N4E3tk5NHm8WDtZIN5wwGg8FgMBgMhg8JjCFjMBgMBsODYC9/DAaDwWAwGE4XZ8D/OrUXMi6vCgEVQb13F7pZTo//dz8gIqJXfv0JvSau714LGyYDGl1JkwQho9Y1FbLsdzzDAHPKp5IqFqifi1c9C2LyxJFey+yEsIE+S0Q0YBG5kx3ltg4Tz/Zo9yHNrGR4RarsTI/jE9+eR/833eW+8Ut+izmJQSxLugTTOnM/J0CvjTQDcilgjOJWItqHNDypm7sBKXMf9+yD1b6yK5DyKph2lVWwx6mLj4EhJMwWTDON6XyFTZOsan22b3mWx9I5FSgVynIG1EQRGkMh58FrQM9jQcA5iP+NeDxi3769PCKi7HtewHnp4zAmgLEjTBUUG56xYOr+kT4QEdnbhNTU2BflvYHFsscptbGccN0rffVAIE7qgPVaPKRid7Nv+4mWPK1zAqnMAqEdY9r3aN+3pXOg7Rs9AenlRdQVxmPIfTuHsXWy69vQXVN6rDzzqIGl4q/39xaWEhHR7NgzVjYfUXZRk1jerKPtG4qw2svaj7NHmTUXI52dD2CeiKhvdxtYLDDPZO5hOnfhWjpIjy1U2Uf/lc7vV/8uz++Olj0PtO/FxqHA5lyE4KDspfN+fqBdQlZ9xs9mAsw3sXXxo+/QTgK7bHYL+pH/xp1mEU2B2PLFstZbbP4bv/pk7fu+4lwe0pBPmzprMHxYkROFM7ZPMu3QB+BzvW2dr/3b/i8KZuZtToDQkKQgRzYls3LDI3AzH1H241K3bl9yZu29+j9e1Dr8vvc/Ji8CPZ/XiBD8SGF5dkCUVIR+Z3sgALsEbEG+Pgf7SSU7Wc+t/cDf7+g6Cpxzm0GLX2yTA5co6fpzLTX1NDtXT9CAVlISUqB/uPJHft0bvah9uDpggf4GZjOueUd73kafjLQfwmV/R/Tf0K8V+59c0DX65A2/Rs0vqt8S85pZTf7gO8WdQIgNszD7t7SOhwO/Bk2BhY4sXS0PWNovc2jdx+oMUAx3EgboFMbkcM/7UO11bdPGsm9Lkx9LRDRjH2w/Vta7lCNhckRE3ZJlrXWQeqVXdV3NvuP78PBxfbaYYEDQxPBeewX8ynM81qCPZy3f7+gjSPQAhuAs7kj9tR/keYf3SD4ifiyOoZzFfFcvqX/ZadXbMu/wtT8JERHf8M/x+HkIJ+SxVPEY5LdST8/2bgOzuFufcwH7X/g7UwS046Feu/qKr8/+sxCG1eW5F0L/S9gXCiifAOueT3eW6qxzRMo+3BTGc/+bvh/Q5q10/BxHxrb4XlPwUcOb+tss4WcVgtCvJoKBZ8r2OxmAffue/1sAs3l4jfs1qxspWUcM7y6MIWMwGAwGw33g6GzEMBsMBoPBYDB8UHBW/C97IWMwGAwGg8FwRhAKeQJ2wCPeLO8c6g5se99/cXhNd2Jl9zkPgA0z895yMAEdPN6ADa4oo6PfU/aK7KQ3CYdiOuHRF1g7C5h4R2vM1OyBnpwIgoLj7ni3ONhWIUwa685w1q9T7AJmyKDg8eHjfA42xYNEduZBG4w3p9uHwBBNmCFZ1Hfr8znUJQM2JJfZ3tP+FGbM0kBZDQNmtuJuvDA02ig4e8G38+BIWR67256pMVgDzTZgiQjLFVmjSd9/nr2uz2J+ztehkr6YGUcVZianKh49pOdk9x1TeaP2Y8HHl/5f7ae7/4FvfwSFi5YaCs7OmAEq7E8iov51z+RAnbpBy49J1KtDSIrvcEXbd8BM4OH3NvR+j/mykSEifeigrsmjvv5b/4eOydtf9nV1LWDoQlukn6p9V/+Fmk2ZRZFq2cLqiHaVylWs+zrisxX2xjgH5myqc1zEsgOo4+YF32ZkY8tYRHZN3MB6PnnR/229ooyb+SaXDXNP9AoxRXw0g7nEQxaFx+d8uxwGifygR0ZbOa/hfjL/c/h5LC0OwXaEmKL8gh9DaHuk75A5NpvwzUHzcPEF34crEFUgYtFVgev6ufEVvV++4/uxGEHURY9rDnUV+400pOXX/Jicb4DO5Za0HwbvWXgr8j7iVF/I4IQSMdoQIiVCZXvR/s/5UCWHqdLZyGcQ2pPJ4JqG8EX/p3tZQ1sGMNglvCNEI8HncEEaPu4/n76ksVTza57e2Otg+BEsRLKIDdQo59ueajrHOnbelu6AqKJULvTh17+i9xY6mYN+JKaxYT+1hqzi/qa2L+njhOQwL+jHBRuNApyL9i2mPz6l/SgU2YoBDhqcAejH6LL/fPdAF0ahoK4sqXOBfS+0VXTMZiyAO3pLy5msszOAlDyh2IEhnFzSvpB+LGDhnwWtSr2INOPD6h/q4jb6ab+Q49iZg/DqvEEI95BDtiSUhIjo3MCPo6UYswLUHQIMY5KFbnekTtXtN71DsLallNEm+jLWt7ju29D5nSWt42d9PVDVXcZyjg4SO7CTDoxB6OcFhwsi1bos50CNvWNhbny+QjGeJM0OwfGJX3ByoDRvXfahSoOG8VhxCBoc1sPrMCde8g7m9DLM60jGCSzCPHdaQ6DKj/U4Y7rrAuZ1wV2Bc1TOVea3OLRwv9Rp+1MJxZzp5+I8BBfUeEp/4xjEELIJ08nz13QcdZ709O/l7v1DETPux0oY0mU9nO56p20xhqWlyw3HUCNx2KFPxObjOoAZEcSpeN98gsKcEYPBYDAYDIZTxRnwv5ryVhgMBoPBYDAYDAaDwWAwGN5DWMiSwWAwGAwPgLF1DR9mFCFRsuQHsTCTYyVW0uZ3PGvx8DqIuG95Kh8K/QbMbgtSYPIx2W52EcTlWTwXBUuRESnioUjBFyYnngtYzDN+WK8dTzxrdf4mKKpzdfJ+nWma95T5GR9pvVuH3gWebwAzlENrFmt6zq0yUw+KFqZxNFEWX49FkDOIkJpcYDHbO1peZ4/DIo7VBY+ULEwnj/sbpdf1ZI/DvVrYh9xfEaibC3sxAIFO1/bH0YZee8Li+KMDDUdDAeZ8g58bJuDgrss6er/+931jxw8Bo1I+X9Fnn0DSDr0J9x2KKp8ok3blVX/+9pdAJJ5DayYj7eRx6tmzg5f02tlzvu9Wnjoozy1z4oBerExYCVVqYigjJLSJSMfn8Cmt1/GQQ3r+aKU8N3qKGdwRsPG5zbe/pP268m0/54aPAYu+B/XhULF0qWERqqhBcwgOMFT7b/rjySUcvP5PGUJDRDPuz2AfWOKr2r4+J2BYamDRYrhXOf4g1CUPmFkMY7fL43lyXavlDn0dlr4LzGB1zpGvAAAgAElEQVSOaApAKzhcaH+OL7I9gmiL/k3/d3JJz4kocIphitzdBdgbEeYOpjom2/scnQHCwskq2AwWN57PIdnDmI/hdsGW77v+w3VB6lZYn9eV5BhcR7ShaFsLFnlOQWy4c8cfY1KXnLu2cwAheM/6Tk6B+b75bV/23se0vISDE9Lu6TtDZ8H/OrUXMkVYVbwOp/7B9+5ifJoeLpblcz034zCIAMIhElaKTy7owGwP/ETHzDFNgz1qSNGB2WpkAoyfVaN0MuZF7Ptr5bl0DRaLdt2oFwM2+Ifa3e6IY15X4fuwgKbrbIBxEIqCP2SrCjh8oQ1ZbyIOjx1eA8cDFP47OxyydAyhD9zsyTWY4Byq1G+IbcS+w6w4QYOTFbCDE29qZqKTmTe8e7saNkNgzKJliUuGsrl/spae6/6FNySjx7XeQZdjfiFszA3qyu9o7MosC7CQxYf+3OFPwZjga0ZjzfRzDLG+Eg+bQZjXhSs+rGaprf3Yj3z7WqGOnaDB4uA56akAFuUeG/ODoTpV05d8GNMCnLkQshhIKA+2q/WWfx4JOKHiBIQdWGy79TAWjBMvOFwsHUGGq5f98eg69CM/S1Sbn7CTnQ4hyBfm0+o6h3l1tB8lpKspJAlDlvBZyxjGcT1+ig+O1cnrfp9De0A3IORL0OGenoeyOdlTANoAc87qlYMTm/APhASdXSkGzRKUE7PNKMBqi+0p4MfR+MSPzQLnE9qeh3w/Lj+7X57r8zjCUMOgKc8g3wbtKdrZfIPDpcBZju/6fsTsBtKnHa0CLXixxzBWzKYw2eL5D85AAf6rwWAwGAwGg8HwYcOP/ULGOfdfEdHfLYrip96F+hgMBoPB8MFCQdT0fspg+NAgKChb4hepLE7ZAvHZ/Wf8W9IcvEJ5Ad3fhvSrXf8WdHwFUhWv+HIx5aoIhqLeVJrVo+QzFJzk7+JLftnwGcCLeNFJS/q6Wz+d+/rjy+DOG/5lcDKAOsAL3dYx3wmlqngDwrXqG3b44jvjl+UhvPgumAmQwD6TMF9QiPTy130a5Ne+ogyfCTCAAt5AikF0VaqIaaElFXEWwOaa9CFuirl6iuuYhW2xX6cb9Q2SbE/7MxTBU2AcLVjs1oFGWMAbKa02bsLUd/1T7s8FiPqG+yAk+zCnWIfUu51XfX2mV2ATds2Pg/hzml76Yqu+WdMk3LvI/fNLi/rYJKpu7JT34420lW59c2zyORUMbrNe2/xQN/C6N31bZ5AyW9opG9VERBls1ra6LMIb1ZlQGcypBc+BHMS15fkQbF6EzIKRFMhEROEms4ce0/p3QaBYNmHChg1Y6UMi0AyEfkt4zOLYlU9xjC9WWET8KR0PrX1f9rX/Uzc5Rw/rBqTsDeOcE8FtTONcCnhDm4W5VNlUZA0/Bxp8IXfDHJ53MIHNsh1fx9nDoGV4yW98ddt1hiCOyXIfDvorYy3KyjnuO7ShOMfLlOEDEBFmfb/wWJ9P/6a/vrcDLKMLXLZ2a7keoM5f1uEx1yCG/p7ijPhfP9YLGefcbxDRDaqO52aEBWVgxCM2GDgAMtgY7+5K/nQ9F7GxQkdAKJEx0mLjutFNwRBQuYg10DxhgMukWYad7S47AgsQo53MQZmanYHOD9QAz7Z8OTiIuzeZIaNEGwrAmRE2CE44Mbw5iPES02a7u3pqfIUFk1EcE5yBC3/sDdsr/7E6Axmrrsd9YBW1mCEBu/jiPM0zoBTCQibMGay3HCNNVHbike0wAwHXk4nvv9meKrCXCz6wJsZX+RjEiEN+/h0YE8jikQUjATHeaeGfYXQIi5sovoMzELzO1L5L2pbBKmSReH7IbYXxWFJi60Zskf3wU7ANrJqQxyaKLE+e9wvBGMbl6EgnWnTbn8/OaTnS1hZkdUhXfNmdbl1Bv+Jko4PIjJccaJPlM4LFMT/iOsDY6mz6ObV29VDPgQMpYyZsYLZhHeT54rhER0DGMI5rGeuF6kXT5DrT+w+0LQ//Gz939p7TueOWQNSY53P/ppY932Rx4C443Oz0I3OpdGRgvOXANIpP/PnpFVjM2UHuvKHfmz3BtNgNHZe9S3W24INYRdJ/FQdanIK82XkV25tD9pP0IlOFe1pHcQoCpADy4fQczGVgy8iQw3UEx5TBYDAYDAaDwfBhw4/8QoaZMa8WRfG/O+f+0btYJ4PBYDAYPlBoeA9oMBgMBoPBYHgPcRb8rwe+kHHObRHRb7/t9AF5SYvYOfcPiOhJ59x/UxTFP37btb9KRL9KRBRuNCl6GQwGg8FgMBjeUwSqAZZxXFIRAXOQI1PQ8ZWQpf1nlTl57i98GaOHgSUnTDVgTubMaJ3PlRk3Bbo9MgHLYjiEoNVWZmQpeglsSWFOVhiUzF4eA0N6zAzEtW9o2M3hs3o/CecoIghFYAZu1KoLlWYpMEhZzCuPMTyE2wa6Y/0bvg7YhwdP+vgKFBNFtp9j9iZmel1wCMUM+jMXEVf9GgXMxG039GElZKmBKdnUn0MQEU1usXozhjE0CHyGfI2UQaThGsi4nAfMlIfwEBRvTfrMUh3ruJk+5L+ADFARmsX6S3hSDjR7Ca1ZJMoeni58fyJjGiH90xS+g6xnuR/2p7T/BEKNxoFnK0cH2mZhfcYgEI1jUhi87ag+JhMYkyWLHupfPh94ZlJ2a0v7cJnD/yo6mg2sbuynMbPapQ+JiOZznhcN4UkBMIKDhjEu4x7nggyXN7+sMUmoo7f6si/z8ElgtzfMQ+IQxKgDDPOGMZk61uqb1sO+ULNu9SU9PnzR991gWcMS+m3RiaxHbGCY5ryhDxfch1laZyKjWDf2Z4kGm1Kp9yu+/bs/AcLPt8QO6vdSniKhBjFQ1uUIiAYtScOPjwe+kCmK4i4RffF+33HOfevtL2P42q8S0VeJiDqPXS4wdq9gQ7xYhsEFC/SMxSHL+EcCYVoccIGE9ugpcQRmMMAnGLLQ4AgI1b4DRlfCk1DossvGqgtGq7II8PHwGW3rhf/bh9/c/QLE3a7WDU8IjkSr1RAawoYXWPxlrOhkC9rHIrrn/kLLu/NZnZHDx3y4BXajC+v9KEZqBoulGA2MW0WDKiEY2I8iGCoCrEQaxhOD04OfixE7hgVofJsNMsQqS0YEXIHKZxnXnQ8iDctwiVZ8Efo2dnZh8b7AfQJq6+kVb53W1jSedblBZBYXarkfhnmMUu8gYpjWPKlPR3Ro1Amth2Kh0ZeQpibni4joMODnf6Tzo2BDi+2fPsZlNzhpGNqHC7SMC5RQ1mdUn3eDLe3HFXaq+hDa1uQQYPjRNPVtGMNcnzWMURzXMkZxbslYx++VcwLG941f8H2H4eYX/1D75+5nZD6igC1nDgFxZPnBEcH4ljosFtqfeahjQmwGxkVvfd1XZPfn1bFaHfjQr0G7HiKIyJucAhiD0o9JUndUQ3QKGp4R9mOZpQN/rPFthtf0a6LnUIATteg0iB5jDDiKIr/XsOgog8FgMBgMhtPFGfC/LO21wWAwGAwGw0cZrqCQXw6nvEMe6Xtcmq+xjh68TZcXy5gC+vbn/Qva9j68vO+x/lUAL+d5W1ayrBERpVv6kri75DcyMI2rvCSupDQ+9Lpta+dUsFVeNuMLe7lLBpsYc37xPb6smn4FaNAl/OYYRWPlRXxUYSNQDZmwi+CHgmT9xBf28Zgz6oHoqHx+7s/03PbfqGd9XMAOeTFidx3q0t7wL99ROFQwmUFK4x94ykDvSc10KRsglcx6yJaRDbkW9Cdv3GCbC8laCimz3XkeS/B8mjZXmkSe4xFuirEQ8AxEi5nh0IZN0TbXG0V7hRkzh02vg7Fnp0xuqwbcylW/07sM6ZwRohF555Vz5bneJb+RtN4HAd+GFNBFyPMH6jrl+heB1qvgTYZ4BPMH6iAZX6MmtkUAY9fVGUWppK5u2MhsteobfnHDPYi0H4+nOpcm3/eRD8Ejmle5313Q21EKbu+rJqSMITdIa+cIMsmuf9ef3P0UMMhwA5bnVwYpm3MZ+rifwyylEOa1iCTjpnK5kQc2IVni77X0i+PLkLKe7QxuAjeJIMtmIrJhDjnTbACb0z3OFFzZ+OQN+ekJZrDU/kzYtlZsFfejpO0mIrr9ed74QoFobnPWhk0zrmIbhN+J1w1ZRwzvLt6VFzJFUXz6gV9yRTkhiIgipubNzgGFDahRjsdcuqKDNGPxzHN/pINr56dZZBIcgZR3mN1dWIS3gEq2xIrsyJrgiXJ03C/PnfBO+rk1dQSEzofCoriglaK3bVgEOMc7wSBORTwUjCQqqEvdggbh4TRBp4cN/iqwj/jjo0eBErkEiwTvKndvgTDvKk/IFlKKuW/HsGXNdRgAXRSNkGACtNqD294ZuABirSvtBmcAjE+XORa4mI5E9BidJ6YhhjvqfLgt/xcNYdzEWGnYXR9fAaMvLKUxpA9uMLwostsk3CsCyAcTNZ4Hb/mF7NzD2iervSm9HeOFtuuNV84TEdH6VXWq1vmabgNrBuvVAVp1zG1Ic1DR5raOrwB1mP+i+K30Iz4rZFrIYhChY3HeLxQFCC8XvXo/CuusSWyWCByCuc7r7be8im5vEwRsG5xTZHmN9lngGOod9f01OCJEbR/TNU8v+/piRonKPGOHNW+hx+q/G2A/xnXnR2xQHmF2AqDSLvN3wY4cMA2+DW3uNqSwRnuV8a8BZGftHnqnAFlFyyxcjmw3YUNJam2ie9hZZNpxP57/lpa9+zxThaFPHBsuTGqRg4PQ2WX2FdjJCn3JYDAYDAaDwWD4kMEYMgaDwWAwPAD27sdgMBgMBoPhdHEW/C97IWMwGAwGg8HwEYZzIALJLLQFhNFkA2b3QbhAfMKhSKDlVJRCksAcPYwqZRARrX7Pfz58QZmf6ysa2iDaa8jkFMz6yrDd5zCTwx2tbHTRh5mgAKmwKcMKq9j/7e5o2YuHgS3c8l/ovqJs0fl5Lg/Ze05CcFBkzP/BEJvZ+azyGRHR0WMi/gssZg5R2f2UsgZb+yAiyn9DYOdm676tyxvah2vMkEVdOemHZKDXHrOu2PGfb5bnwucOKt8nag4rQjgZG0v6zJxosqFIbVrXHROggKqwa7OF9sP4EWBNlyLUwMJtCHMSpBArJmxOCVMiIprN/Lh6+Mm75bm1tmfXdhrGIRHRrOfbdQgM5rd2PTP3gLRsCV+6V8iPoBDhXWCtSzvHj8DAgT6RfioqbOT6L1TpdwzpCZiNXGC/ndz7px8ynlGvb8ShW7PvaIKWtU/uERHRSkcjEEQfEsuZdX2/H0KI1HDfRyME2xqCk/U59AzmgoQq5T2Y13Otl8wvuZaISqpzZwfmD1cH57VEIGC/Cjo7eo/JdQ4Hgmu7O9qHk6f8X5w/Mq+wbGEloy2TaIMNCH/D+SwQpv0QtAGPYo3oWP2mZ+AfPw0hWSNmFS+BFilHnVTCNLna6QDsfOyPF0swl6UPm8SEDT82Tu2FzNuHe8rq6fkAF0edANGQj1so+e+v2XlBB0jrrp/oi029du0v/eejL+jCtYGOQIsdgQahy+lAv7dz4uNMdw6Wy3MXN8QR0EkRQKCDxHpiHF+w8P+EoEwtjgDS/WkTruGJjeEieS5lQ+gDOwOLzXpbHBhTjBeUPp1e0VOdW74fZ5fhelYZd2va1o11Hzu72tXFCcNlpC8WfXAG+v67h7+/pWW/uE1ERCvQluBBr0A5rjrs12Oes0gdOAm7aDKyiBxuJ2FgxQYID3NoTwJtKRqEaSsK7dznuJBJqNLJWJ/1k0/dIiKi1bb2YyuoP8NFrlN0vesN9o2djdr3Nnt1p+pe7Zc25LCAlW3dACeA+yR/wGPB+5Qq/5AhIOr4Ps1R/Hf8zhwCFEIeLvzCPfyD8+W5S5/zjpWEwBE1Z1cQ8V8ioiMOF9o/0DjybNc/m6ILMfQ8J6ZX4Lmw/kABzpLLQYS3V3fGWnuc0eR83U6ElbC5+iIXnsDY43Agh4K6HNJWES2WHw/3UEGT0C+0a72et4nnl1RkudvkFKR1p2AfxMgHX/cOwuEnQMB4z7dh5wXQZJB+rgis++9lS/DDBex/OqmP5/vP8HcRBVUDzQ0Gg8FgMBgM7y3OiP9lDBmDwWAwGAyGjzjKzRx+ETo7Dy8/+SVpEYO2FmcYxMxuomGVruip7k3vSraOYSPmGU4XDCKffcy+yJtanbDO7kC2gtRZ0ukSEQ15cyOEl7fyIho3Q0QHr7JrDOmg5eX/fAMEVrM6GyFw9c0w0f/DfQ98oS+YXmhgdIT1XX8CNkxnm3f9IaV00Pf91YOX4bKTPohVgFHqihsboiE2/5jqzx3u+w2JCMYAZmZMZHMJmBVP/TPPiHj5v9Ydftktr2wKzn1bkp62KSzTHMOGC5fthqBTuApZFvllf9EF/bmJ7xvM7jjn4xCe/USyLf6lDtStF/wGjrBiiIhWWn6jI3LNu/5NDK5k3d9v/5u6yTj6Sf+9Hoxx0XjEuko6ZdcDjTdpZw+pVSCGvVzf6CvTXkPZKfc7wbOQjK15pmPp8X/mx8Eb/61uEiZ5fZyizpyMl2UYQ7JJ+KDxJ+i1ta5TYcHt6rOPedzjhl45R8LmH+RTzoZadOpzr3DA7sglkyYw3+QjqKvM//kG2JZOPbvo8dPaN2FWfz7l5iyULXYrHugY32QSgIxDIqIWjzmsl2hD4j1mYFuPn/HjpXsTxhofVjYV2X4XBAQI3heubCjyM5idh+eY1fvQ8O7hVF/IFKAYL8Y7BKOUx/r5ua/7SXrn52BBEsOCqaDZYei/DobjE77M5Y4aRqS29tl44KKvjkCd7fE6CNSezPwuPVLTUMhVJl8KbZ1f5bTPQNeT1NwJGJnsPlRMBE5S0TIOoB9lwRs91EwbDURZHHbn5+v+3sIKIFJl8VYPMiNI2m/YPe9F+rksakgdlb6dPb9XnttjEdEYjB4ylmSRQRX+/g1ft/RTargkhXG6rvVZsOOWdPTaMKjTP3EhI3YIonVdWCR9dg59m8x82QtYqBYoQsvtRjHe9Gue+nT5526V54QZsxTp/doNDJl5Xl9kLm8cl8cH/9pTmo7/PeVk91uLSjvfXl9pA849aWvRAYHqAz/Wk2Xtp4TrU017DfOa+76A5yFlZzDeOjc8aygFZ7XyPBgo6ixjZhnG0VqHUzyDQ9A0BitlxpziHMb1gkWh4wMd//N1pmIDs00oqzkwZEYPAZW2W09XX3Dq6iYHpQmVlPJgH4TFhJTbKduWNtgbsUHIEEqhb8WGIe10a8kLl69UGFt16nHk/Dns2wnYWWHGoD2essOPDmjATkEOKb7P/blv152fQ0dV67gQBmH6zuzkuw3zQQwGg8FgMBhOF2fB/3p/PFuDwWAwGAwGg8FgMBgMhjMMC1kyGAwGg+FBOAM7NIaPNoQ9K+KsBVDUQ9bHykNlxI2v1F1EJwxbOLdY8+cu/ztltL11pc4IDBo045BhLOxG/J6w8VYGyozdf82Lqs47ynJsRczeA4Zhxgy8AnTnItC8kv6YgcAqiZ4cNLB42/eJmkMbAtEYQ101FjoOZnBOWI7AdkyXtN5XfseXc/vzyiB075Bh2aTF12IW76CjTNLh1DNOJ/NW7ftE2o8LYIi/9GvMbA415EdYyq4NfXjkr0kGENbREMqSLPzny68C4/Sz0J/cPwGEsLRuM0sZwsyiBjHik5Fn4bqnVBdSWNhN3w/uEbJEPP7wGikng7LlfqTSdCUWC61rV+r/FLDxpZ3ACB1An0zO8zXAai3FmxMt24lY76qWHTYIsL70a+f8Z3OdU3PW1svg+5WxwaFWg4s6hmRcNc3rBzKCRagYaAHn/8zX4ebfgpNxw7MCMrnMLwd6c2WYI8zNplBEnddanmgnEtiETlxnPidgU8TOoO0RVv4CBK4X214EeuPaYXmuDN2EqIPGSAMWc3yQ1ubmt7Vet/4mXw99WNrvBIS0r3BIJsxhmXMZiv/O3pk+53uCM+B/ne4LGaD5BwM/+GII48kgrGT7eYgplWvEIMJHGccX9u6AE/GQ/3uv56eOADgjDYNcwnLWlnTx2dnx8agdiBNtQ8iKxPelYCQlNCSO9Htl7PIqtB9DFUpVdapdk2N4whqXDU6GGLoEBJMphUkVyF8Il+JQi2gCISQcJpyDkO2DjKwsajiwRKx2CWKfD255pfbRQA1+Rd1d+gf6cXaVY9JhwZDFJmxpW9OhLxOzDKB4qij240LWucOCoufqGRoCXLz3fbjHbBWeb8PifjzuajkvDomoGousjuf91crxc7kGy0m47AXcrwkzHI/7fgIFlzU8pWwr9G3MfZJcqIdnYX9iqFE+4tCvZYgDb3AIJvwsO1CveYsXtYY4cCJ9rkubGsMsYwvjv8s+u0fIUjmPGgSaI53qNLvMbY0aLAksUihMXs5DXLh5jjqYt01ZE+QY7UC+Wg8rwwV5wbYF7Y3YoKYYeyKi40MvvHv+vIa+ia1rgU2UbAkYAx3k9bCySu9w1/fu6NnxIzxHwSmQOZVDppbt5/1f1HgIQYy84IQWMsYMBoPBYDAYDIYPO4whYzAYDAbDfeDogx/D7JwLiehrRPQTRHS5KIoRn/9NIvoMEaVE9PeKonjj/aulwWAwGAwGwzvDh8H/ejdwqi9kQmBfBKu8a3qPfOZJn2locE7FLEFEl0UvD5/V78VDv+s6XdX89nOgai5Y1LOFgqmwM1ye4p32FjBgOi/7MhcbIXyvLnCazfXzmMVDK0wK3sUOgNmSA4VMdrmdA3qt/MVUsS3pRxytTGVEmhpkKJCRjfXOmAWw8preb3re12F+rErsE6YId2PdpY5cve8QeQNTIVzyO/KTmTJkkA6Yc/uR6lk0UBebqHOSKjgBSit+qxT1xbKZ2ojdKAwKvMe5P/V/94HKXRFwFQr0sY69/rpnoiTALphl9anXLOoLDCG+BsuROTE+0GcURXV6JWaokDbsXQKWR15nZAnd00E/LaIGUV9k30iaZs2o3PiM5Fni853xmEJGEo4PGTMIGVsVAV8+XgArBNNeC+sGx3XIdcTxP3q6qNVHxo6DOYiZNZDRIUh4juK8LS0Z9LfMebQDaB+kz9GOSNr3ZKL9JDYIhayRNis2rHURy67XuxQoh/EmadhRbHk60bEuthftsUwq7McgqK+uGdv8GPoQ1wfpWzdpZj6ddRRFkRHRF5xzvyvnnHPPENFWURSfd859noj+IRH92vtURcMHBMGcWYJLdVtSUmiJKOsK21CvLZm1ME/z2J/b/aTaheXv+7/jNRBKh6w7woREZmzekMi+ZDSDHya+JIrVy3qHjL6CWdkOMrA0ZghB34KvyYGpGTRkCBLWcdHGPmTqP6FvxXYrQR+M/4AdzCHkYjHw927vA/N73ffjpKu2vtMQgtMq6n5E2pBBx3HIxXymz6ey1kmWGFiPZN2uhHPJmgj9Gh8y23UT1g5hRWImGg71GF/CAhv8Eng8EUcJjcF3mIdSLxCyH/t2xUvq+wtrdJZBmxvGDULWPLymZJ9iaN3IP5cZsP7LTEhQ1z7Xf44/B4StC3XAPpGQmEWk5cizShPt4xb3e7KmDOUmtr08R3y2MpfSXCuGY8P17z2uUlcfXwvwXefsu2IIVMLPpw9jXMY9zgXHc6oARrOEXBIRFQNhMtd9mBzmZjlfG1jJOCZJym4IgapkaIIfC8WMGfYYjpfVbZTYLbRlTSFIJYsbxzPXEdnOGE64/H1/fveTUI6EWkHfuNKW6ffEzgdNLGZIthMc1xnShncPxpAxGAwGg+F+KIqqB/PeYtM59y34/6tFUXz1RyzrGSLiV7D0J0T0T36smhkMBoPBYDCcFk7X/3rfYC9kDAaDwWD44GCvKIpP3+tD59wWEf32204fFEXxi/e45P4URsOZQbnDKxuvuOPrqh8RkebhDOo7w7gpnrX8ubSn35tt8a7rbWUinnTq2nu4Q9xqYIkK0zGFnWH5WhNTI29gg1DD9yrH71Ck8kf6TSBFQ7WcCOFCvxawE738mhcz2/6casNFrP02DPq1W2RdvVYEZwNotDAUpqDJVjCLGwnXKTApS3YKaJ85ZlTk8CwKpnnmwNQImKCxAAZG4nwdKv3PzI8AyK8L0Jos+BdKvgA9QC47n4FGWsDtgrIdl5NMtc3HHT8WkXkwZWZueA89v4wZt9NEyzmZtWtly/2QtSDzC+ta1n9RZxugPiTIVJZMohRZ767OYIqlbHgWqTBMsG/4Gny2KR8HAWg5wucyXnAMxcyiyGDOCcsNWbTHU9/vwwMduzKeJw/p8nT5655NfvdLyrqVuVIaKKJqfuAfUl/2Hc/hJjtR+bx+Cm1PEdTZZGK30JaJfYtcfTwgy2iSeHbRyVTtaQG2dfgk64AOoQ5slys6iGJvkaXMzxxb6RrWiJLZdxbih94HnOoLmcqYbqKAufsPmlKJHAVFmYpVUmuJiJa9JWv/oFeeOv6EUviaFixRuK5QxAqm/8EkE5uNE69ijOS4EkHkat/7UYbzD6ts7Sr9rYfiAKGAq4RG9O6AyLCE/EDXHt72osbFRaDmdSEcgvuxEtLCIQ8zMNASlpGCEUJqX+lcwWIjlMMEF34eC7hwiFg5fg8hBjKDhT9acHgGUEtzpm5i+Nnyv/xDIiLa/pmfLM/NGgy3m0J40tQb0qNYjaeMBRTobRIHxjEjTtUJ0D6l7Kb74XxKIWRJ2nD3y9qGMoQG+jEs+wScqjjksrWOlefBfZ9COfJ5RUQ3rT9foQE7pDSjg8jfxXE0Dn1bFxBWI3N4BmFKx7CIHd3heCqgcWYbvuI4/oPYl4PzhJiGik1xP6RDQPSjqdTLM8IxURrVSqhdUPte3mDD0K6JrVsAXTlw0t/aj2N2CrA/I7Cz82uctWEITin3c9RAKa44Be9wTXg/BP7h9u87iqK4S0RffIdf/y4RfYWPf4r/NxgMBoPBYPhQ4IPif72XMIaMwWAwGAwfcji/ZfovyIcp/UW9hhQAACAASURBVJZz7p8WRfGXzrkd59zXyb9a//vvayUNBoPBYDAYDBXYCxmDwWAwGB6ED/gOTVEUORH9csP5X38fqmP4AELYfCWjGEMSGkTsHYv/Fl0d/E2JGPKu/97SnytT8eCnPOs2C/Ue4x0NWShFI+F+wl5GSKjIBEJBEhYjjoEt18g6lHANYLmm7QaGIbBAqYnJx6iwIUWsfAThO/2GuC+OCco6daFS7MuiraEbN77i+6kA8c/sArO851rX0Q3PWJ5e0r7pclgYMm6FLTmdgiDwLRa3v6bfQ4HY8rmk2pjWMYej9OCnA7MckaWbdbjfgQFbFoP0UhZQXX1ZT+2uAkuZQy0CaPPaD3w/DK/r90qGNNhoEVCNtzX8ZcihQ8OOsjoDEV2+h1a8CAoje5i4nM4drUOyxGztAEOW+B6z+9c/5zHpoK+xT3Y2eAxhmFNQ72PpdzeB8V7Sn2GeyXPsQEQAs5ErIrNwjYyX0VKd6d041kAQOLvN/d2vj+cCwrlk3Lu2CjGLWG+WYTuRtSzCz2gM/B/s93zgbcsDGc0i1gs2oRxfmMADbEolG4h8Xopd6zmxW2jL2pEfn1lD8hMM+zpiVjLaUBqg2rU/Xnpdyzm85NscRvWo5SwGJvK4QfC4IWRR1o34QX34XuAD7n+9GzjVFzJ5DxYknrQ4ADCkwbEBDiCzStQwqCJexILbutBknB0meWKiZX9npTze+zjHdfb1fhjyIJDMLGMIEZlc43CoB/CnUNVaFrmsjSEEHLIBkzpo3z/Uv1T6RnXvaUM4iHwGxh2zCEgIBjoDosb96i/pQuU42DUGdfWcjeLopbXy3OjqtDwe9H3IQhSigfb1mEI/hnf9cX5lVp7D0JdSGR6McHzEIWRdiNuVRWkK4U58CcboJhVDwwfQ94Ob/vPjJVhExOGaah1u/qO/wY3WZ5XAgiILanwExnXoDenhkrb/UC7BYdTkBzbFysIwiU94QYRrE+cNfAFxo7jQSxuCI3hGHHaG2YOkT45WoR9Z5R+dFww7kvPFBDIzcTVwwSyfJSys8vwrWavgGhkzx32Nq5fsQSGEvqQyRsfqONBbEIvP4xVDkZKZr++rvwSZl2JvP5p+gFQyfqXNNkwryc5W9wGZPuQzzLyBPyT4GWHIptgWd58fEW+/n9iwcF7P1pFGdacAM1QdjL19WIA9zcDOytUhxDHnGxzb3GC/A8zUwk4K9iHGs0vYFa4jBoPBYDAYDAbDhxnGkDEYDAaDwWD4CMO5QtMac0rXCquh5V+Y4ibI8mv++OQzkHKaX1Dji2HRZTt8DtgB8iK6By9ix+pynmwP/H039X4dVDKVYniXeLIPrAZO6/sgcUnZvAoOtF5pw8ZXfACbDhfrnzexbxxveHR2tP6TJUmHrN8Lx6zpBbvZsoGAmwLojCcbnM76AFggPd7thk3KnF/yp7u64TCZ+h30dA3YRrKZB/3vWPCzQI24AmrBL8YdsFPWv+uv2enD5plkCYZNqJKpAZtVstOOmz7h1B9PzsNG0Os4Jv1fFP3d+3iL76fnEt5czVswJvnZL7+u35td5PtCSuOY01Q3bRgQKXMEU1dn3K7l1/V+ez/BbYb+DFiHLx5r+6T+vZt6D0ktHKrUJU3O67GwfZBNJu3DzTaWgqP2DmgzrvJzhKkiz/HuKjwz3mzLUNcNNtukb9MdHWvDfl1MOTrkclDXc9M3DFNTC+MoglTKKY/7OIa00E0pzeE5hyOeX23YVOePezA3p6v3ZrFUwP0a79Q3wypfOwaG07lF7XNBRROP7VbFlnF/T5P6z/EZCChP9vw1OH8INssLZkUdPgc2pV3vT9nwCuDc0mt+TA7XgTEppgzWiKLDBIgGvUvDj49TeyHjHJHrgmAsMxoSZFKAI7D5Z/74+GdhcPEgwAGeMz1zvKG7vaIgHnf0fuk1ZWKcvOlFPbMrer9BZ14rWybDCSiDx0t1RyBvmNQBsBOyY1/OAicFXyNK40RExdU6XbcJATBkAjZ+KUzMMlsCTCRaAvHYBoaMIN1Qw1LI4g392Ob+zh/Tc3OgJk7+yjNnFueQxlF3/kKuY5XFopeUzAhY3Pq3/bkhMGRkUWqdgCGRxwHOBy4yJYtlDKK+Y168v6/1WX3Ft/Xgaf3eymu+XXfXgIq7rG0Vg7U4r3177X/1x6//itahv+THYxcc0DisOwQJqLGLuv34RFkcl/8v35bX/iNgNsj4QIHeCThV3/f3OYa+X/+eP3cENFrpE2GzEBGlTDHOkX2DzDbx9/fhuS7xAgALiTzLI1gAklDYNzC3UDCYL59v62I26zIdGRyH1i6zxmDOtx870XK4/AojS8YKjH9ZxJrmiWvDuRMYZ7xwo7J+zHNUKLMPAjLg0D4s2CFHSnEx8mWHK/UfMmiX0F6JDUO7FvLns1ZdWHs0U8r35Kb/EeWgb6MGplG2oWO5zzYDx7eUjX27zjb/4Mt1phyRrhm4jvwogso/Ks6CqJzBYDAYDAbDBwlnwf+6R9SkwWAwGAwGg+H9hnPuMefc7znn/sA592+dc+vOuV/n///AOffJ97uOBoPBYDAYfjRYyJLBYDAYDPdDQUT5GdiiMXxQsU1Ef7soirlz7jeI6OeJ6O8Q0YtEdJWI/ic+945QhtvcBQZmm91BYDJOLtZ164RhiLT1mIl82YoyDNuv+NCG2RbcGEJFwiN/v2ky0DosezZdhSXJ7EUMfwmX6iECGbPpmnS8nvitg/L4e/+l6l+Jblt8AuEQlzmUBxm7BdXOyZZt3oJTzAIuoL+6d1nT7Clg9gX1sK8gAAZ13/dDBqKkdOI7uVjWtosGV7Gm50qtMWBu9m77coThS0R0IgzxHEIvUI9W+mYE4Sgz34beLb0mZiZtBv0gYTIhsHADrmLrWL+3dMuXd3JJ2zlXeUIquD6toZ4bPcShMxCSFTB7FNmawhDd+Wmta3joCwxWVTS2FftrW/cIWVrwc85Q1JeFnHd+WpmpoYSUwVa+sP5noKmXMmN28Kb264ynAOq6tg/1+NLv+3adXAZtPh7GlfHHTcBwrt62v0/Srz/H7l0QJR4EtTpgqFhn319/7s+1j4+v+ZtPLoFm5rq/KOiAZp5oPWK4DY/nDDThQh73UVx/FjmGyUDok7Rh1Actw0xC2KAA987mtdQVbUIiDGroG7QpL/2Gf4Boe7KgbockZKuAaIERi/QGGH4k5Qx1QoasZZmtAtMabGJnx9dxcV01PYXlXQ0x4tBBsFFi51FguWAx9i6sEbPr74zl/a7jjPhfp/pCJgAhTHfX0+ATOIdqznuf8uc7YGCFdo8Cni0Wo1ysKoW++00/OU5+Us9VxCM5tlHo90REs0021GBMkylPBgibiVfqA7JCq28IXxq8zgYDlcFlsbuHjm8pjJ5DKE6p2o0q6PwHDL6or/dvgrP1MV2wheaPC4fjfm731ALLIrIYQzjYwC9kGGrQamufJI+xMRipIYl3/fH1/0UN2O0vbRAR0STT7+UQLiG9GM5B1JO/uvoSnGMR0t4ujCPusuEjEEe7Ag4eq4ujjvPoaj3O9ubf5HCQuZ68s8WxvBAz2urWhafxub3+K+xI4TNa4vahU9sQl9kUDoflvP4rvu87XRjrXI7EPhMRJR3t5zsvtGrtkrai4zNnpypHZ5yfRzCCEKFjrePy6xyeBk2ZnGMHMdVyUo46wtAmFL0WxAstu3fHH1/6mnobr/yn67596xAOyWOwBZML50zKdgbHtQw4HP/i3KFNkHXSwfjvwjwbS6wxihHn9ToU5Y8HmN/VqvhjsA/pRGK89ZzYlukntN5ig6Km+GjSmPnkWEORjva9LYxhLMvYy/f0e0W3/kMimet4XPozH043fWFUnhMbjXY74z5BOyI2v5hhlg0IWd3jeQQi4gbDWUBRFCP49zki+h+I6DtFURRE9KZzbrPpOufcrxLRrxIRRedWmr5iMBgMBoPhfYYxZAwGg8FgeBA++hs0hg84nHP/mIj+lP+9f1pGIiqK4qtE9FUios5jl4vyBXBDQL6b1kVXReMVs90VDfNAXtDKy14iovkjfvOmdVNffCMDQ7IAdu5AlsLbnDUOXujP15kRsVnXycJNBwEyGSTT5Js/v1GeC0ewycefL0DwU9qaZ/XNsGpqXX+c9kDzizcqckgp2z70xyPsw/JFfH3DkUg3dhJgvhQHvh+DW6ohV7JEcC+Dnx++zO/u+rK3P4PCu1n9Wuj3gPXisNcPWWMu0sR6NFvn+8G1a9/3/+w/i8wX1inb1HaOHvLPr7ut16KusIgDZ21XO+eAgSHjLm7Y4Uzh3Jw3gKOXVYdu9KivI24sIha84RDfgH5/2I/tTu/+WWBFp26BzImOZF2ttynEzV1IEnnnBdbFw01tfs7RRK9Z534/vgbafAP/OTKT5DkmA9hsavNGJYxd3PxJ+H3uBNhMaywOPL2g3xPtwnwKc4WrLYK/RMqMces6xqUPmzavCti8qqTw5vk1BZ1EGbs4N2W+PmheyzHahGjIzDfQTkSbUqS+DWlDptgmFKDpKRtN7ddAG1OylUIRi3UeuyD0jQym0t6CDcaNM60X/83rdh4zyhYNqbxLVmBe3zx9z3EG/K9TeyFTFNWdX6EvprDbX3UE5MGjIyDHoLDNA67T0ZE5ft6vFtEbqgaeLuFK46+JYJffDfm7UMmgy/c5p/RGqQOKrSLEQcgxFa6oVU/A8RCDAcr7lTU1E/ogGEzJC4/f4+uDERgCUSBH3wH6sUy5DZQ6YQHEMTAN1jzrIjnSlWFxh4VAUUQUjScb4wDaGrHC/Ev/xap+L647V2hkpX8CTN3Nt1ks1VXlJ5CH+eRhXsRRRBXTFMvllfHmC+rf1HKEVRNgFoI1Fnpt6eKLBlDYAAihxE4iZRos/tqvbvvXx+U5HMOCGQgmu1d830ePKkOg1/NjM2oQBF7g2IFFSBbC+ATYKczewsV9fMWfy/tQNhvpDIX4Qal/tuHLXHoD6J48ZHB+B9xNBUwjUfEv0CFY0uNjXv+GT+o46jAdV5wcIk1Xjum4Kysbi2wTCPPGPNZx/MucQJZSOQfRMcdDpnw6YPbIHK/4vXx9CmfvN7+JlIKO/SO2Be1N048UhNiwoA/jbdePTXcHKLJ8mwCdMrHLBzqWIxDUFtvbg7EcNjoF9fACsfkVVf8QM1b4v8gja/pxaDB81OCcaxHRf09Ef1IUxW8551bJM2XIOfcQEe29n/UzGAwGg8Hwo8MYMgaDwWAwPABnQeXf8IHFLxPRLxLRs865v0dEXyeif+2c+33yr4T/wftYN4PBYDAY3jOcBf/LXsgYDAaDwWAwfEBRFMU/J6J/3vDRb77zMpRSL0zWrAtsY6b8I2sxZn2w6TrokYXC1KtrdCFFPuIQkOQK1AGYszGHAcQQ/iJkxNl5YEn2mRMHDrmEJVU0uERPD4RkHYtxXvyGskrf/Bll/Ap7FzXmiJmVaQjliCgpMvqSOm1f+itZhjYJQxoEerMWMynhV0YQIvfPI4QwmIxDO9I+1IvZhMGsHh4hjFMiot3PSswIMsVrl1RYw1nMx6Dy6grpL7gPkyVj0J87fMJfkwAzveCQmAIZ1aF8D9jRUEUZD6D7XIZpNIk3IyLW0otASLoMBXsK2KELP0ZmQ2V9IoI2P4OnVMapz2M/atD9S5vCOaCuUn9sk7QT254s6bGENBUYsiRs/VDLln7HkDIZi/jMQmGbwhgpxXUhLIcawlbSno7J3c9ymCMwgsNRvf051z89p/0u/Ro2hHplwOgWdneG8xrmksyvAOoQD3mcrsFYk3kd3H9ey/xHeyM6iWlfz6FNefUia6JCMRmz6B0SteXxoS1j+7aAcdPZqWtapktiW8DuwrMQexs0RVXAHJY1IAcB3/axhGnp/UQvEtcIWTcwNMvw7uFUX8hU6Okc24cxa0j9DzlMJFnWKs55wSqKuiOAArXttp/0ySMwkEAo0nGYFMYzt3gCY/xkLjGOELIgAzGrxCFqORmHCxRTvd/md/xEubUB4sBstOZrIDYMC3zi/PW4SJehRmnd4LWO4VpeBNe/p+EX42vgUMWctQD6LGxwBlpsUIJ1NTxpwsKiEMZDODklzANCmmYcA46ZEyRaqsDFF/uU4yQycBDylojMwu1yuYeey0U8GRevuN6+AiylhHkFkLxB4svRQZWofYwPbYoVjaE/5bgN4TDJxzkcDELfFov6dGxBaFT8cS+7H8MCFjS8Nk4k3O1edZQ2YD9yW7H9ZegbLNCuYZxgDfKOL2cGDnzIEX8438QZzNowRzmEyEEoEd5PHhfOt9kyPyNU7+fjAhZwdETDTQ7zgucRRfV2iTguzvWEnxGq0eM8m23678YQxjPfYKFnmLcJOwVBQ1jZvUKtZI4nEMYktuXNh9FOsvMTgSPdEL5YGR9i6yD0UeKwF8vw/CXmGjIC0IYet1sNmSYanIIF28kExnzE90YnER29rNfgPJ0mLD7KYDAYDAaD4XRxBvwvY8gYDAaDwWAwfJRROErn/MJVNlQwk6yIuPbhZSrvjnZfV2HeKYt64k55IJs3DRsEqLeWwwv2hDdOkmXYqDpi1gxk7stacqwvi/OGXWzHbYrHeu3Fb/p73/qi6gmiEKaI3eLOt+y+V9gw8uIc78d1cPBuWgRGU9WMpTEzhK58TS++/Xm/OyGphomqIrWB6Gk1bJqFkCa46PqbVzdfuDx8FPI5apxK+3AzA7TIZLO0dYQbBHwJCM7KfdpHWvhiRSgfWAc5BWwY6VZgYkQgBisskhTEZ3t3fH3Gge7wSMLIvKMPI2/VU2HHrLWHWn9BTzUi7wfMuiv9nQGrIeUNFdxkSHgjODjUukr9pxewQP8nhKqg4G75LHFjTc6hdq7I48GzSJZFZ0+/J/fBZzsXk9BFvcU6W8bBprWksXdgM0q2D26wu/p4Lr9f6UPZdIbxzJtfIWwWXfo9rePOp/h+DfMQWUZuLvMa7i23Qf3KhehX6vfEToxb+j20KVf/rf/ynRf0Oad93vhvYX/yH5hzjpkoaPNE+DpZBfYQ28sAmIlBE4MJNsjLTJmwOSksxe5tEFju1suJZrIBDp8t6iwjw7uHU3shk+euMijkGYdgfFOY1OIooKK8pM9NMM1wmWcdjBcXiYr/IeyAZ2y00yVIC73ku6JzV7skHDNLA7opiRvoiLiI8WBffUW/d/ezzL6ACd465PKAtpjBrnvCBgJzxYvRKICdIqK3HZD0S3v+3N0XtLyVv9Y6Dp/kBQGor+I0RTjZhfIJfRfHbMnB4WhyBooGIdS8IiwsxhFYKtgupuJ2doC6KAKmwCzVfmx4e4oOVdbw3LL64lah7HFXpH1tf5czQkwJHNQ1uGWXn1FLx2iLGS0tEN7tsahx0wJ1L0ifIiVWjhcg5Dpb+EVhPgXV9kOtr7RhvgGskXmdslgu+Ch+3MRzbmAsINNM6J4L6CfiYYTPd3ahoThg0AhbBtlcMu+r818Wf6qdQzSN2yTRuV6y4ZBpwxT4le/rubsvwL35EeN8FOcUKaKpNBLqXbJ8YB6E8ONBxnrW0Xrf/Szbm2/D/L7OjiH8YKrQkAXAxBFb56Dzp5e9wXI9YBLFQjPGZ4CZQrhoYH6VAsbgKCQ8NqNdTLvCf+C5oci0MGdwHXkQbf3dxFmIYTYYDAaDwWD4IOEs+F/vQ+4qg8FgMBgMBoPBYDAYDIazDQtZMhgMBoPhfiioKpZkMHzYkDlyI9aPk9AAIKj1tv3fHLxCCRVJQOtOrg3vKutSwkxmF5VN5zicJqhokKGOHGtrQRVTZhOGwCbs7EmIFITvMKPzwh+r6NndF1jfrgOhQS9yuMMCNAb3lVUn7EUH8SiRiBvPtF4NMnGlfh3u3Io4betYz803/Bdu/XSDCPChdvbKD/R4/xOslzWA0BoRQUWGKB8jA7QU8gQmbSZ6eMCKFEHg1gGIex5q3Wbn+NkD+zhlRrcIfhIRtff5+xvAOOVnHoDKad5gP6UPcRw6IHbGJ8Ku1TaPHmUtSWTFnvi+a/+10qdHj7Ge2YqOkW7XH3dQP46Zy+E9tuBFSy4F1ueMGcnTqc6B7NgfD14Flu1DPMa7WH/uGxBibh0yQxXaXukTqW4DIzRI6/2Oz6J8Ppt6jYhmY4tlDnfeBD06YDUv1n3lii5oeHI4DobOOGbMImtZ2MgYBijafPlc+1Xs08Zf6veOn+Dvg7YcziUJv8J5LaFKDnRHhAUs+pQIfPTlvAbDJHaidaTnZF4TqZ2pkLv5mW59U8fa9mf8GEHtRGEB4/NOV/jmHZjrpUhwvV+JiDKe26hf2rnjj1MISRIR4dlFeI48T6ORlics7xGIsgcS9pWeHjPZ35DOhP91ei9kcqdBikRU8J3bd8Fg44CU2DkM2eFBkx9o7J4UWWyo0RW1aQy1wUWsXLxgFqZ8OD+n9Vn5az/Jxldw8HH83S4u6lBFDrs6eRTul8oiDZOnW/2MSMOdiIgKaVijIwDxh+wcoeGURWy+rnUYPglxx5IR4UA7vHPHL2Sj6xojEbIz0GpDiBj3KS5e6AyUsbVgKCQMJIcFLePQj9a2DsECnz/HSU/BaIiKOgoYSz/mui5qn4KIaIUL1mRLuHtQwPTq77Bg6s9ovSfXuC/AySxgQUk5xO4Q1OR7q14UeamrAcISy9wOweFqcAhy6Md5xsYVHK2TqX9ukyOdEzGHgeSbEO8y0H6cXOMFc4wxub4eb/0tMAmyMC0aiHQVJV89LB19eB7lWAdnQ8KlUMC1rP8BCHBDCNHiAvcVCMqGocx1LbwpXrmycDWI9S7mvs+ykd5v8Io/N7kIwtq8QA6fhMUMndMDEevW9kifiAPsv3Bvp6ASX5zWbYZkECDS7CBN9qZzRycU/kCYnqv3ef+mv+b4WWgX/6CKIPRT5n+Tkj8RUSKZDObwDPf9YEAHh5b8fdJ1iOOUH3on8APhQMueXBEjDX33fgn8GgwGg8FgMBgM7wKMIWMwGAwGw33gqLrbZjB82OByomhUTXedQVri4yf933gIWm78sjntw4taZmrkkFJ2zhnkJM00EVH7ht+cmF1Oatf6f+QvvDjnF73Icnn0f75DRETbX7pYnpPd/ptf0pfOeRvf+Fbr3z5s3kArWTfwXldEf1EcOOJEk6nue1CyxHWF3e7plj8Ogf3Q2fPHo4egnazvlcOm4d55qAS/dB58T3c2Ro+ygO+gro3oQMdLmDE5ar9xZtHeG/p8Zhf8NfOL+nzmV8DGiY4hbMhEPDbawBQY8zWoGydA9oawmiq6tHwN6vSNUIiVN+HWQSNt73neFBjUtSSTLWAeMIslPYY+HPNm1brmhe4JqQY0/hDCjJnMdaxNDlhEEdoXMRMn+YxmJY2FXYNCqyNfztp3tF8PPs6sBdygwgzlvBmNqZ1VEBnqyvMaGRFybQ82v6fn/d9sWW+SMttlAX2I+oGyYdx9Vftz8rAfi3kf0lnz7mdO9TGZQabJgje/Bjd0TAqrae9zDcLCcK2bIINONqCBBSL2A5pSbuge3X9ei5ZpBlqVsomFmnZoUyZbdVsgdUAbJQy03h0t+8LXbhMR0cv/mdq3kv2FtlGYbzivYTO4c4u1I8/rOJ5f85vADrOISjlwbSgbkTA3j2XTERMhl0ya01U7OSv+1+m9kEEBVSLKeUEaXdeBEh0BdY0fvIOJHrLRdSA8WtLehmok0qEYXWDNAEXRVavCJ/0fpEHO2Ght/bEO8P2nfZeNr8CuOUzCUkUbDKfkeEcjWQoYoyOwQEPh2xUCbVZU0jELgjghIohKRBSKOj44VrMtaD+LdLoVLWdyXr6oz6D7F95KjT8GbemJtwJOgd66ZHQ0pgreVQsnSu3JQ8oaqVCbhco6R1aBf66VfrzQQF/lXfporHVA45nxUEEarND4sq626/Wv+GsGN7Sc0ZPMGurr2GoBg8CxOnoEIruTHZ/CIVmDVMnL3iFAVkwc1B2CBHJ8TxPf/oOhKionh35QdM+pgxFtjImIqA2eD6bUXox8B4jav28r90XYwFiAfhRqbQjpsefgmIuDmy5pW7I+G3EYj+KVFb06JTvf0K+h2r5jRwbHUXKOr0VhWWbD4ZLRxNiaT3Sh7H/H9+PoSW3Y5BN+ta6IA0tK7Qn88BiCWC0zrDLMVMDdEwCzIx7fe37j+EbbMmWacQQ/FIR1NwPWS8EsnnnlxwPMYQ4B2IB03bs/wXO0QRwdUQpLw3NJgcWUH/ixVYBzHmz5Rlao9vxxBo5qccRMGpgGo+swHsuLoGJZkzE3GAwGg8FgMBg+HDBRX4PBYDAYDAaDwWAwGAyGHwLOudA593Xn3LFzbgDnf9M593vOuX/nnHv4fmVYyJLBYDAYDA9CPSLCYPjQoHAa3iBaWK4DdDRmoC36IJjJorNuBuECHRZLBd0ux+zlLNZJMov9tVu/qyy47RchZEG+CzpQwiIUHTwiord+4ZK/B0YxNM1F0TwD1pyEJyCLMwGdOBFBrc5tDr8C4nN313/h5CGtv+ifZT24mDUPhRVKRJR2OcznABjL3O8VkWNgEBYs4Dl6Ghjke8z8hmeRLjPbGTXtJNQINMuWX/HHw6cgfKwrIsGotaZNyUUAGMJDhMU9fBKYi3HDwxARYWCFhjMRVYWwDuk7GIcBhldwN+69qHW4/G/88e3/EBjlPBZbOCY7nu266GibJyPPrp3eKn8vUXrBM2HboJWImDMzO9lWyqlb9d/tbSjDuxVxSBkyk5kpnYCm2uX/z39+62chzEfGA/Y/hOhkzFxHtrLMmwyEXwsJ24PxIJ8OV4AxLtqNKM7KzyKA54ks2ZzrOOnCuHrJ983JdRzvDeKzfJ9gqP0QchTE6GllJQtLunJfYSUDKxvn0vgy6xHiPHQNbNqSf6DnZF6PrsK8ZuJ0heXMH+cdCBeKGuzMul5SoP6p3JmLRMay2Lf4RL+X9TjyA8P7uD8dCHNvfUO/cPeL60NbWwAAIABJREFUfjyFqLHI8wHndclKBjsidnBxDtj+Ud0+5zwOgwXGRZwSPuD+V1EUGRF9wTn3u3LOOfcMEW0VRfF559zniegfEtGv3auM030hAzG+IS/qOF1yWMQchyXk8OBjFuuNYzW6JYUeDPH8xF8bvNUpzy22YNKzwcFBWnCcbDjRQdp/y39h/xkwIhJigHMNj7O68Kw4AMkyOD8yWfMmg0Hk2CG58v+oGueb/74PfkYh1EKMBixiaY8NNRhOFMrMJfsBxMyKSGcBfTv+mC+z/ar24+wRjgXtQWwwGB4R+EzhuQW3/fXZhi5AMYeihVBvfB6phPykdRJXcrH+LLEfJTaymOlzC8CYd3ZZiR5iZSWMCwVMZVGYPKdt2fyab8vxl7XAGPqxLaFcEH/aafm2Hh31y3N7R94hyJY11KgdgZPDmKfahkMOVcKFeu3ycfW+eC2EkswLPd78Boc+fUljnVtx3XCnHOaUpxDac4sN9wr0N0YicSgiagXIwpygo7/HcWMYFyzPAJ0qFAdmJzUZa32im6xTcEm/F/H3UHg2g4U5mfhCO69r4eOP+Ynd6uDz59h4XJD4eeB8mm+APepJ3C12JC+u4Ki543c2v/MOOgXc9+gUcLgU2pu5hOJhHeBQshKgXRNblyyBExjzXA/AdnDzcnAKIsi2krGYdXtJHVURAkaR5YSdggTthIi2X9Y4rgh/LMg9ZraPYDAYDAaDwWB4V7HpnPsW/P/Voii++iOW9QwR/Skf/wkR/ZP7fdk8W4PBYDAYHoCzICpn+AgjUK00YcZIRkoiZWjgDn8qun2g2yWipG4Zig7lJThmpPPn7n5Oy1t5SV3OyUVmTMCelGhiIQNGxDox49zS6yKiWdeGiyF1q+hyLUAvr2jXX3JXdoFz2UDQr8kOelrR7+PjFjAKZIMId/hbnHkv1LbH+/44OY/1wk2Mt5VHROkab1hAFsLWTd/oBMSZ5cU2ZuMTRou7FxNF6gDaf8QMG9Qsm7PmX1SpK4+bSprt+rOVopEhI8yYGDZCYtgUC0qRZy37zi/48bf6Dd0oPPk8Z/8EllHM9WrBRlfBz3SKrKzv+c2xk6uwawfovMUD6xHdZOj257WyZcMBs2BK9sbVb+r8ufMLfsOhC8wdqXclYyHo/sk3M5SrFHFWHH/cn7jR2fR85vz84ju6mZLEvJGJKayhHNF4zLXbafgkCwZDquxkmTegQEcuPuH5A2LdkmHRNTByCpTg481ymTNE1QyyxZKwxOq6fZjmXZg2OIdlXicN87pAgWXZsAZWzMJp2W0uWwSGiYgSJmGFoA0qm8EnjyDTxp/D+drZ9mXjxqfsZ/XuACvmczD+OnUbLC4LZrgV+40p6YvzPJ5bMK9lQxJsgtwtex+0+07R/9oriuLT96yHc1tE9NtvO31QFMUv3uOSZrXwBtgLGYPBYDAYDAaDwWAwGAyGBhRFcZeIvvgOv/5dIvoKH/8U/39PnN4LmaAow5SINDMNvtGuxF7K2847Gre54De3DjLcyPWVN+OcCShZgzeON/QNdZlxCF7ySWzm4E19G3j8JL8VBaq9xApiiAC+cQ05LRpmR0lW+AVZq2FnBt405hjlMPDn3/pZzdGYDLg+sMMjoSG42yEl5vC2E7NQEWczyTbgTbjshEFbJfRjdg12Brgfp5cgJAvbxe1p39GwkvmWfx5RD2Mb62EMmJkpm3JoCKZXu+R3FjqVHZS8dm3CfZvC2+U5ZGuacHhLAbGWbd6taEPZEe/65bCzMPwZ7tNXdfts/qT2s8QwR/CWWsKJVlY0POn40F+/t6s5HjuD+g7NbKTPTXYPVtbGtbJD6EfZocGQJbqh9R3+jL9+uQOhX1zfFN6kz7kf5zBGj5729QlncL8V2HXjcDjc5Sp3f9r1MRPe0XmZseZAACkwIxjXMmYwM1Mq4+2G2okyjSfG8ELqzu5tf5/pozqu41Z9/Is9yiBjlswdjFd2y2iPeI7qFZTLOQybapjfKc/vSvpWjM9vCHNM+HIHz629L2GFMJdhl1NSPC5W9fMFZ64bvAEZxR7y/ZRBqJk0rHMX0qdCWluxvWiPy/tCPy44bCw4hnDQiz6ErtWu7zoS6RyvzJLglHZNCqo+VIPBYDAYDAbDe4sPgf/lnAuI6F+QD1P6LefcPy2K4i+dczvOua+TV8H5+/crwxgyBoPBYDAYDB9luIIKfqktGzgY2iAvUfElqJxboN7aAb9Ev6sv0xMOp3G4wSYvjuF97uhh2KjYFwFf/Tzh/YmK8K68xwXK+mzTl718Q8vLWv7cZAvL45f4rYYX2/eAhNTkcf0ldg77WqUgMArz8rnKi33u4xz6Jo38htXyX2uBw8dBB05eyjdEBmR93Hzzfdg6hM0s3gycna+LnBYYmsX6XQWEgoVH+pNAZOeyq6rp1W6Lzlv9hXuW1ftVngkRPD4YD6IBGMX1TS0iokj6TPf3yk2o8RdBu+1Nv+E0Og9hJA2bA7LJEsJmpWwoiID12yGfR3CNlLMAjT/ZMJhPtLLBTpvrqptoshEWNW1awMYiblBL2agfWPAOrmvVN62wP7X9cI77OLkKIUn7vq5uBzThVlHklccQPmZXH2sR61+2YDNVNptw7JbtQPFi2dsBMejll30fn1yHyI8BhHvxGMKpUm6m5TgPeV7DHC7nNYyvommTRwpHTTvod7FbAWz8Ld/gSxb6vTFvZGNYmNg3tHmygda/BZtvfA+0oTiXZMMvLUI4x9qoMLYd2we3pfP6fgQJjE7KMrZlDfP/rKMoipyIfrnh/K+/0zJOkSFTfdgi3ImCqIiQd+xnl2EXd58FPOcaxBgu+YlZiV0WQwYxjPMN/Xzwmm/24KaeO37UD9zRVZgocj0SQHgCb3wbyl7VETs97/9iTK8onqOifrlAYpAtTK5M4heVQKGsm4oyvz/Gvi0FeuHpppBlIGO2jAiiEhEtznM/VmIIq3+JiKaX/cRt7euk3/grYBVxP04vw3Nlw1XRPmYjjMwWiW0k0kwJwRVllXSYxYLsk7J9YX0hWwAjY7Fej9kMIQ5aDBKK47YaxqZ8fgKsmPR7Gkx/+LhfePtdZV+EDQa+1fOL8nyoTm38zaXa92bPKB+gtTyvfS6Mljk4WuMpl/mysmLip4fl8RLXrakfF6iML/cAZkPKwtQo6kzQj+IItJBp1HCfmPtxdgVYXPt+ciWJjstsUI+zrvQmj60FCOv2XvPjaAWc9f3nYI7yGK4o+ecN45Ed1nhHx2WyyjHawIqpiBA7KQ/l8XlhQ/Hrtojo6tfKOY861nBcZi3AoiMpR9vaYSX8pdf0e+0j6IuPc+w5OgV8n9FVvUac/JU/1XOjK/7c+AqyeKBd3FYR7SWCvj0Br4fnd3wZ5jdnuYjusSYkzpeJz6jSV+8pird5ogaDwWAwGAyG9xZnw/86NXfWYDAYDAaDwWAwGAwGg8HgYSFLBoPBYDA8AO6jv0Fj+CijIE17I1lIkLTLAzyAge6iurZWwtpzyVQZbyFn/unsQSaXddHgg3sA+S3t1kODpF7BHLLgMNkyHunXlm76gibn9H6tE8nIA2xY+bgi6kV1NGSvwUxPZfPz+vcwDEj6E9mX0p+YTSZnhuXwGXXBgxGwjv/YHx9fh2pDqMXbq406hsKgdJBFJWSWq8v0ft0dDvG6CGFfa8BsvY8eXJPWmmswkD/uprYw5SvahsygxJCf2XVfx+lEGceLt5ghjEzYflY7J8+0KZwGP0/HOt5TyVQzBn05GbsXQHPx+jEREXXiujYhQvoQQ5beKZr6GPtLjvFczKzWABjRkvErnYKuG4S69O4w+x0zgwnLFiZ5wd2URvA9KW+KWbz8cQCicCuv+L/7n9Brh88wex80SIOw3j6MNij7BOamzFdqmNeuaV5jxz7AZoidySADVTT3X1gsaR1WX/XP/uSKjhvJxpTDr3E5nq/jOX6OOK9PtBw39MftA/18tskam+uQxazr+7NxXkPzpMmV8SXHaNRPCWfB/zrVFzIPMs4Y2hHwyo3OQchxirMJCJ3e9GEOOVybseCmu8egmZ1jsdJ19BR4sIOtDDi2Npzq99Z+4MseX1TDcuGPND70jb/T4/Lq960O7LpxqC72jVXna+Gw4XulYxWg0dLPgxW/YKQdiCs89la0vat9OzvHhYNhlXqlIBi68xmoj4SnYFs5hCKbwuLFCxl2kzuvC5nE/7YwhKjBOdRYUSinXICgXhguxv3SNDpwvEUNzoCE2GEYzuQ5reNozGF1f7JRnpte8ysOhkiVjhs4aSfP1kV9MZWfpEFMQaw3Y7Hi7mv63Ipn/HgcPHdQnuu1QHj1fg5BXncIKv0k4XDwKLGfy76HS2ReV7QJ5BwsYAte6DEG293RL5SR0H2ov9wIHq/EM8839RzGBZcLGjinOc/1zq62X8Z/uqXPJeYYetReqKYZlAqBc1CubHRflHP+HjahcPdZBDHOl1NLbvyVhgNtP6/haxvf8YUePgGx2936j6d0yZ/DcK+iQX/BwbzOZlzmRMsuf+Bs6fzucMheu+KoNgh95/U2nwHmqsFgMBgMBoPhjMAYMgaDwWAwPAj2JsjwYUbuKOAXpXngXb8ENy34bSxqYsmmDm7uSBa0ABgKGe9eTzZBUJI3YqKhnuvs6Q2F0ZJqgjzqbfsyJ1ug/8YSbRMQFp7whlig+wyUMTsnBKm1ki0TgMYcvlQWVgN0hLBz4hM9F/Oem1vCl9OsjQUvkMseQS0+bj6+Wg7KjKHagAIYALs/zReBSKg8u9aRntv8tr/P0XXt45C1OnG3fnqB+xoyIo4usB4a1LUNz152zYMGDTzMPCmaXinohmWsvyabcUREgbAjYM9H+mtR2TysH6PQr7BmWlGdddKFjadk4LP2YbbJ+cxv9uRD3fRZetV/Pl9rtu/tQ//kTh4DhsYyZ+Vcn+r3eHMhbqhr0LC9n0EfLpjBtMBMhAvYMGLWSoWRw52HenVZw55Nwbp+qDMp/Vo5xxpuIdQ/68JmI8/tAp6pZEEVthVR8/hbfcWXufdxaN8qb3gtax12L3F/VUSJ772BSqS6dZjFUvT/UBxY5g/O6xYLiif9eukO9QRFJ6/C9gObwfYDbc90018/29Rnf/IIlwm+RMj2pqUyj9S7y3bwgtYh4qGGjJsZsJVKfcfz0Hc8t3FeRw0ZbnVjG4TMeSzivC7H4eSHZ3L92DgD/tfpvZDJHaVgYEoDjKr1QPeQHfSoYkTqqukJC70mUDZNeNAMddCsvqQDbbLFExjGlCy4uIs9F2rukp7cZjaIA0X5t76su88R02rTLi7csiMPxlTahJN6pscRp+GO1N5TwnMqicBQhDxpKo6V/xs20PqIVHi14lBJius1cFyYfYGLQGebVcJRgBjYMsIwWv2Bfr73SZ7sy8Bs4BTWEeyQx2CEhcXRJIhbMRrcpwkKz/ICXF04wFFk45oCOyXhlMuLAMegP44bzrXBGUDGiTBR5s/rgwu5PtMpsFiOPLW2vQNppjcbRIT39Jo5G1q3plZ/sOZZEJ3zas2lblivBzkECR+jQ5BwvVNIGR5MmNmUNDsBqaSubnhuUaU+/m+To4U/CJKuOlglM2gClFp29jf/XO9z9ISI1uo5SUdPpEyU2QWgkDPrZvYEpLAuM5HUf6Agqs4pj3XoR3EOHDgHoqIfj2Asi81AijXScJuyg0gyDngeEZeJdikZ6LWjh/gasGEhN7uzjx4HX9uHU3y/lbt67ugpPc7YuSqADRMxNbbzDuc30raRsSUOKq4j1MCgMRgMBoPBYDAYPiwwhozBYDAYDPdD8YAwUoPBYDAYDAbDu4sz4n/ZCxmDwWAwGAyGjzCChGjwFofZtEWgE0IIBp61lnSA3i7hDqCZJQzlqOFciqxbZqCm8L1xW13OhENvIpW6oqMnOfwFWLdZWyi/dZFNDDWaMZvwwreUvbrzSX+/HEKbkIIYLISpqJ9e/Zc3iIjo9i89qrfjCJf2kX5v9VVfn6PHgfm9zMLCfaAQtzhEoAW6Y6GEgsGvDNDqk89R8Dhv+Wc162jZd3thrf6LFWZ2r4C2GTNAQwiLEiYqMs6RAVqGMWTIAK2HJ+XMREYtsdah/96FP9axtPdxfw7Juv1b/h4HH9c+nKxqONF8wKFBbX2AEhqE+mMhFxoDc7nFLEz83pyPpyBoetLxbOVg2PxzaHGJ6zAAsV6uT0UDrSE8SRiuGTBdJYSqEko1923ORtr26Eg/P/9t/3d8GRizfLj5bX1+25/xjOrFmp5Lu8yIb5rXDc8+roQLwXzm8ZK2IDSt5es4buu5+JhDB4Hxf/d5HjfL2l/UqYcnlaF8DYxuZCLnQMsuJKwPwvtCZvW3hiCo+7K/33QD55T/K6FLRESP/NZrRET01n+i878U3m01h82IHdn8trZv+9PM6AXB7TL0CcxDym1JIWxqscJ9CBES8zX/uYR6EREVfZgDXbHVGJ4kupv1OqfA4s7S+ryWCAMUG+/v1MNCDe8eTu2FTDAnim6pAvp8jWOYIYY2glhWMQoYdiGTFM9FQd05SPjaBBb//Z4etw45thnCBSTOLwWl9UImH9Lq5RDjNJzOrv5bEqcIi1hSD5EKuAkoGNzdhonLhgLjqyWcoAthLuNL7GAtQagJG96s3WxYg4bY4IAXqAgcgIz7MQVjO+n64xAWr9YRhF2w8dl+Ee5XLqr18CQUx604J1JeQ/gCGhIJVcsgjCViZfg+hF9gfHDAz+7ct3Tx23mBQ5ZWYJHs+jiODsQli1p+q2EMEhG1AonZ1LZ2YxbehXImHGo3WdI5QYf1NArzx2blcY8dgl5bw2o6DeFJEb9KzsHxrIR+cJjXDByC2cL3xQzDqo798YVvajkHH+OxDHXsvwZ9tuHLnq6Bk9qrZ2uQhaLp+Vdiw+HzVOY1OEEJC1Nvv6jPMpb5PYYFbhUcfHYKXLdub/CHR7NT4MvMG5xUIqKcw7schMtFbAv6tzH8iK+FR97Z93+DO/q9KcQQi/BujoLKXF10fuQHzngDnKkezC35YYNCwNyuBOKTJWwyBqcm5dCn/U+BXQanoMUOf1P4YVN/4vxOJPwQnIJ0AY4/Z7mQ50vk15VTwxmIYTYYDAaDwWD4QOEM+F/GkDEYDAaDwWD4CCOPicaX+KVum7WeMIMi7zBHeyAmyptSyQZk6WNdryiq767jxo/4z3kLXkSnKARcz0iXMxumZMUQUSHMEtzllbKBeSC7z8OHIVXvXWaiAEMG00fPOK1ssqTnbvznfmc8gM18efGd9PScaBGWu97wvfaevjRu8wbRyTUQS2XGSgH7MU2iqwFmVS7kmTX0F8jPCZunwHqJHhrcQ1NYw7UNop7JDLJx7vvOE0YAEVG+Km3RsuecyfTm3wZR1blkaNR6jR/ia1oNGwZElPFL+OK72vFH13ljalk3qwYdf65po6xJPw83qFLeuMyAeYSQ7Ji4ydBu2JiT++CYlPuMZvqgJ0Ovdtt5Rc9lD/MABV3DdF0H7c4LzEzA7IW8sYh9nMsmLLLJmP0Q3IS03eW8hgySvJmCGn44NmS8YHrpnMdVEUMdZH4hU0jmc1Qfk00prBGy4ZWDlqEDXcvl1/wxbrpm3LUJsFP2n2XhXR025cY4bnzL/Ed7I6m5e9v1c0TNtkfOYTrrokEcWJ5VBrQZsSOYWVOyZ+I8q7LumsSbuS6Vee3vk0x1PIT7/jiCeS1iy3kHMsry+hHMm+eK4cfDqb2QyVtEyRrmlObBChS98LbOivEVzpW+rKNe1P2bWDMhpp7lVuUxGl0wdEwnxZ3mXAY7UtKEaoo0zqY0rFBOwhkBll4H9WsW63S5npudYyoj3G98WcsRQ4FUBBHmRIdCJn1FEJgnVx5p3yaboBDfEzZMk6I+Umi5CrjAsHOVw477gnBBEI8EFv6ozmJqSimN95Hd8vkcKM5Db2Vb25D2+QK3Cwy9LGTpMhg4UD2WFMjbXwTDJQsh9PfkyI/H9PZyee7kca/+vDJQq95vwaLGYzMO6gs1QhgJKTgB8+X62Gp3kKrrjzvAIBEmTggBlhlTsRIQkR4vdNAcj7xD4F5WtVah5QbAUiNmNm1/EYwvO+0O5sEY2CckzxhFn8f+eYU3VHZ/xM8tXoZU5/eZ30Q6ZioOKec7z3F+D8RRhnGJDJGWiPXWx2hTCmtkwAilMwdGVgw/YIS8U6Gp8hyvzG8eMgGMy4zNH9olHJDC+OnswpxhdeRoCnbkSl3UuOKgsc1osmsFPLiM7RWmwhY7WZnf4ESWNPgAnQIup2F+Lyrz24/RLjiOi0vwq4jbgOtIXieVvXf46G/QGAwGg8FgMHywcAb8L3vNZTAYDAaDwWAwGAwGg8FwyrCQJYPBYDAYDIaPMFymem/Ty8ySA/2ngFmm+Zpek0kY07ZS0ZJVZgkuKXszjBp0ooQRhzubcCxfrYQTxfRDATNvSIhRawh6cYk/nq3p3uPsnF6DoVEC0ePqAhNRRITbQ73hPovUlqxBUnp/Cv0wZzZ0dALaV0N/7eI8MHdBdBXDOPQLchO9xkmECjCkC7l3Q78jw1tEUlGaIQN9vpTZ6/GB/kxIL3lGqwM9OIlIq4j/MoO0dQeuZaFm1E0sIr5mGZjAwAoWxmW+AaFPMxbA/YuV8tzRx7wq61JPGbeoRSfAcKKyDhJFktY/w8+bykGxXjlepNrmk4lndbvvaExc8JQXeQs+dVyeW2JGKeojzmcwGUbMMoa+k7nSOoCx/RAzpnsg9iqhRqvQJtZejG5r2NRinef1oD6viTT8pRIlULztLxE5vjWOyXKeNVyLzFk5roj2sh5fawdDKbWY4RN8w6Bue4IZCP1yOM7aD7RNc2HRAzVhfNFV60waAoXhl51dvaZzyExteGTT8/4v2qh3TPIoRcvhlDyqe9hTaTOGJ8mcxHmdnXB40hHM9QtM2cYQKLkvRhcw27213TxXDD8eTu+FTEGV+Mioy4YDJny2jur3rPD8ssaOTh72xrbdqxvsptjD+9aFqmF8JR5UTmmAYFGEAStq91iMTNIHOgIgUNk69H/bR7Cwc/9IHDgRUd6tx+Bm6/x5CsboGNSzJxwbvKahNgWHqgRhPWSjsUfQAKMWb8OCp+XpcbmQYTgUGI3ZxFvc+C1dMMJHfJhQ+LRKj/fZCKfQ1kTCIE4glOQExJN3/PHRcxAXz/GzHVDzjzh0Jt/Usscserv/hnqti8vD8niJY5nbDc7AA3GfvrsXxDHIIT5lzg7BCcQtn9zSsKtow/df77nD8txAHAIIc5qx8v9iruWsfteXPT2vDzNZgge7yaGGbRTw5cUK5nfIZbtXNWxqfNX3Xae3gGshhIrxQG2vQkIE8VzD1+BYFrEClLdFuBeFZR0LL4fweJNz8I+EQaHjIWFe0LedA/95+wDm96o/V7UTcNwpaufEKXCQqURs0AJD4HBs3a8DG+xfZVS+QzOLX5PwpIqzOfHPv/WGNia45ud39v+3d/dBkl3lecCft7un53Nndla7q12thIS0EkLSKhIIIYGR5DImOE5MgcFAhIJMEUFiQpxgyinb5RCbcrlSUexUcKWsUESFq4SSMn+YlCnkIjYyRuFDAhSw0LeEtJJ2V6vdnZ3v7uk++eO8p8/T23dntB/TPT39/Kq2pqen+/Y5t+899+45533PVRTGRuVJNxUrixyU/erKczbYACSVExEREdlIBuH+SzNkRERERDaxMBSweH7sPJ58PN76Hb+KRkR9FUAelCl7vq6VPfS6w7ETtVnPw9RNn+FQolxuIaVlq1MuN1qatuKDJBP783vmzk/5v3K5m54nqy3A3gfBysudAy2L27nWnnfrFcrft50G0wqWz77oK3Ft66d/Oc/AaIyk1+dCjB5MI+lU1pQmrcIjVj5oRLNe0lKyI5Qva2k3jWwXJTL2WQNGiTfTap5pSV8AWNgZn5ul/HTNSvy8Bs0iSDNk2mYjzOX/EpQX/e8X5Hx5acCq1LYdP0Zodbyxp+KxsXBZ7lxPg15tAyFzfgzN0hdOM2RSPrkyrayYZr4sXEUr+X03zkCZuY6OB98O5zNreJ1rNZpt4R38Yy+2JW9rWfDVWmtDnXkBeZXAtO1Fmtky/GBcL7l+fV5XeXIkDjhVeEnptA9p0KLJ+yQlgT43D1almi5R0uWxx+PBuHQl5Yesdq6qmgbJahfk58oHhr0MdBxO0Aw6P34Dz/hIA+eLeT+MHYjvHzuUX3jUl7PnZaND2Y/JBs9s8Z/UToz4LCte7rk5QQN16VxrGwXyGTLUPqTZgYeuy9tO42+c6PfiL8fz/9l35SlFrcTdnIpvnvL27e7M/jF6yN9Ls3lCqdReZiDPhqHzOuULLGobV0ap/JQnMZ3bbcuDp+/yeD6WUt7C5p5c6Wq1c2JDszW7Jr938gm/blx2GgPOsqbudciUAspH88el6ZlFWd+BnNF8eS9l4D4Yr3ZLdIEfGu+8ichL09LVjN6TptLxrIk0gMxT0tINADdArYzlNBVu5DAlq/QJPfWJ/Ny2R2JdlmimRetGgI7rS+55pfX4yX92DgBg7iKqvzdc236Ut334jT6yTzcFpTRKTzOSmvQYvmR1+WB+U317Z1LXVobulc79yEmEeVncdD7Xh6mhSI2G0bS5lDmdZhLU53PLZX5jEC6Zbz035hfYSsEFtk4zRMIRr9d0vrCH82jJ6df5g2NUf59VMzZCS0r7TQDfE6Xs+nO0n+oP5dkyx66N01BT1n8g3xA0qKFszRqgpadtrvOGYIWWbq/7NOFagxP4Wse2U0b/5g/yDeXYtXl6bCob78d0lC1wGdNMI050/La5jjIGytYO3/dhF90QtJaz7kz+unQJXVgPxpNnse38zt9HqXXBoRuGNDOKb/QX0xRxOr/LfLPrx17BFFfuhG/6zUblcK5fw6ekB06SXeE7FH8v3Zya3xxs+3F+2ZF98T1zr8nPpRlye7/g6KVrAAAgAElEQVSY24Gnbj0nlycdClTGLfvj/jtyBWcojz+4XVrkBMdpM213VmneOc1S9JsZPr/hM6+bdFPAbWZasrptKXB/XJ+nmwKfvdbYm2e7pRtoTqzcnlDZ2y26jrRNU15vAzBCIyIiIrKhDMD91xkl9TWz28zsPjP7pplNnK1CiYiIiIiIiIhsZqc9Q8bMrgPwdgC/ENqGWkVERDaRgDy1SKQPWSVgaGuchnfcZ+hNPpxnpR6/Jo5AptASADCfgcZJZlem4t+HDtLMQQ9faox35vyyeufsRQAYO+BhH6P5taOHfRYk587yuIJAs+FSiNHIy5SDzrezktOStRKMNnOat1aOLQBoDsX37/xBnon59PvizNL6FppBmkIWaLLg3Kgn/z1As3NLPkMw53DNM5U5zGfMc7ZRmMLoC/l2fHm7z8QsCG2oLOT9Of5C/PvxC2lW6Wz6mZ+rpYTNDZrN6tOZS4u5/ENzuTy1PXGfpLAhxrNUa54PbvjR/EUuXxVnPk6OU1hEQT645dH4GXPH83sXj+bHpXNiGUerlGjW9+MwJRaef0NMojbxrTwuPHt9LEOFZjOnQfaV5byvS55s+WQp/NLf61Wa4Z8OB3pPyjW35bu5/HM3xnKNU1lT+TmZ7XI97kOuOyfcnpiMdRku2Ie10fz9zXsI4vBP8nZqr48/q5QfsVU3+m7r2+Lfqy/kNmGFZh43Rv21nD+zlqINaPa/F5uPyXScNmhmbat2NC0g5eMcPkwztSf82B3jDN4FYU4cBeHfWXUml3XuIg/7qna+tzmcX5fO/z335zbh0LVxn5wsAfmKR0YETm/nk/tHDuVtp/yA/F7zc4nDplI7yG1jq73cQm1emULcGp0HcGk+/p1DO+vneqRBQeLwJs1Irnso3OT/o2vEP/A2YbTzWFpXA3L/dSYhS+8GsAPAfWZ2HMAdIYRXTvZiqwQ0zslfYulQvOLWd+W9bJQINMWyVShus7Y93kwMvTDSeq7uIQs2UpD8kxoTjnFMsYS7v52ny++/OR75razvAJrNggSX3gCNUIPRyMXByqivXkBvnXltPCnabgT8GN/1f3NoyxO35/CElS1en0pnGQ5fnz978tG47eOX07bThbZS3ICFMW+YKG463VzVaTWC1ns4q/9yyeuSX7eb6nDw+vi9NihkqVny8KNG54SslEEdACqcePj82DoN0fefSsHhOTUPY6gfyi1XeUd875aJ/P0OD3XGPC5ReNLMsdiizs7nLzPF+HKC3hTmwzcIs/tyfPDKYzF57tGLc6hV1S/GfAGu+cW7MU/xvy91hiwtjOS/L5Xjd8Qxouk84Zjo8HS8Iy1RucapvByq1CpPSgRM9U8Xq6278nZGqp0N8fIorSpQjd8Dfx+lXXFDVfoO0p7g77fp57ftp/Ob8w+sco4Xnd/nfjcfly/elO/w08WQVwtoFBzrQ0d91YFq57ljRTcEAJqpPaKb3Mkn4uPD19ONYbXzO2iOxM/mduCCv8rH6IEbYx1K+alW25JWsADy/RL/52fkEK3EsD2VoeACThfuFMd83rfyefTSDfF7bYx0nt/A6uf4EGX1b3j8Mrfv6Vjm47vOx7VfM5p0HbGC9lFEREREpF+s2SFjZrsA3HvC00cAHADw2RDCA2b2QQCfAvBbJ7z3DgB3AEBl+xRERET6jSEMRJZ/2bzMQmtJ4bIP1sy+IXcMjzztOfp2U/4rXw2zaEnKFZpBMrbfZxFQ7ryU7JYHp7gzeXnaR9fnaPbNmHW8rrVaHnWWV2dO+BuAZZ8cwTMdWoM4I/nJcx7JHbpL07HcL91IswJ85cq2kfQ0uMWL1XlessU9+bkhX4K4Qh3yNV89j2e7WMpZNsRtCs0eesGTz27t7Ggv06yaus/E2fZoHuxY2OGJVmnALc2qadJKnmXfx5xrbPaSzkEPXjK36bnvGjSQNvpM3Hf1K/JSf5M+GMYDV9WCmTbDnmyYZ+HMzOaVVZeeiRWs7cnbTglIuTlOecdmaOXMiYfj4MHcXhqMS7MCaDZBehTW+N9QoNX96mnlRdrOxJOVjjIMtVav7Ez+W6PVG5svxDqXd+dpElNbcp1HfTCraLZSrZK3k/L1zV6Rd071Ec/N91p63UjnPmzVjZLnbnmKVt30ZNgNSlJb8uLwzJFyLW50y6P0nV7s+d9oFgh8P3D7kAbTOFF2OkeMk0/zoKTPqqkeo2S3/tLFPQWDYAWDacFo5o4PqnObsPXx+N6Ro3l7x/bSNJcTPjduJ/4czouZYtQTHtemOnOVGh2macZNeZFW4ZxObSMlYl7gOsfHvFpvmvG2cH7ReU3HpA988jGekinPvoGSevsKx0Wrn66nQbn/WrNDJoRwAMAtJz5vZp8AsA/AAwCOAej4hkIIdwG4CwBGLtmz+femiIiIiIiIiMircCYhS58H8CUzez+AWQC/utqLS6UmxqdyT9uijzgMfz8H/M5flf/OcZ8t3qlYn85diWM/jb2Uy9toCv2w96jSiAovKZZ6X9P0+7Zy0utSz6tRUYaP+gpO1DnaGOWuev9JvZ1pAaCtT+YNrfiIzQs/m3thGxwj6XHHxqsjedEChSLNXOnxtAep995jDJscz83xgmkVqmHuafV46P15O7Up/zv1KKcVY7gn+MCbO8NBeD+m1ZUCrUxVSqFPtBLO0vkUJ+w/eRnA9JiXV5x4yEMo3pzjwaYm4nE0Xs3DbEUjC8P03JD3+B6dycfj4YMx/GhiWx6pKNoOrw5WOy92T1cfzbHMcxfEchh9byH19tMxmuLG2/AqVL6a0QqHcXgv9/Dz+TiqXxTrP1qwrCIALNQ8PK2R9+PckdglXxnNB+727TFUaWyocxlKxvsxxUfPUFhU9YE4yjX3xhz6wqEqJ1qh85uXBa1v8RCiYVqCtZlGDXgVpfiTj0s+XsseyhNohCDtZ445bvj50dzSee5wOGTglYk8Zpdjqmeu9PoMU3hOOh/bFnryZQbH8va4fZh+JNa7spTfdGxvuWM76eThdolHS8deip+zPM1LUHq5Cg5BbidT28n7O+VNiBv1EDIKfRr2UeOFCylkNS3qxKM0/niFRg7Hf5zD1xaujsfPeNvKW10MLB6AERoRERGRDWUA7r9Ou0MmhLCEmEdGRERERDYos5w/zFKoTI4OQf0yf24u3xYOexhTgwZvWh29dH+cBm9GD3UOfNWpQ5tDERo74/Mp0SUAmOftawuB8A700Zc7O5Brk/nz0lR9fu/w0fie8UO5k796LM/pf+WKOHDCecJWXXuUQ7e8Uz1QR3tth5efQglGDsXCVvK4TisUKVBfNofMlHx8aexFGrDy1GI8kLZ4bvy5sKsz/xz/ByZ1tFdpAGz8RU8IvJdexwNpngDYaH+mzvzZy/OTjX2xsBOUky/l7BuiDvNSym1IMSqFz03mHTXv+fcWZ3LH/JAnGeUO/lauRfoaF86Pn737G/m7OHhD/Nkcpdx1nqR6aSuKpW2udA68nPvt/LKDNzQ7ylCf93Auem8aRK5fkvfX6IVxH47TPhwtGAjj/dT0USbex03f74GSKS94Am8czyff2PfjIMvCbsrh6WNfPAC9tD1/3uST8ef8eZRUdjz+PSXeBYCZS9NPCn0MKewob7u85Pk4KfNoGtDlxNzpdSmnHZBDm4Ac3rO8jfZDGtxuy6OJTkX/x/fXcZswvzs+OflMPjannslvmd8ZT94UVsR14Ryj1eOeOD2nmMTiDg/TogG0Ra9/4DJb5zHObV0a3OaQpUVvY/m8Ns+7WV7ktjM+Xjovb7B+mSeSpoTUQ358la1ox8mZOpMZMqfEAFQpOar5CbxMMcxhLo8Gj38nHsUzl3MMYEq8mbe75LMKOMlu02vFNwJ8ctWGOw/sdMEyjrv1A3biOTpRdsaffGPBF6xKLY205+fSSbi0NZdxeVuaaUM3GaXVD/KU9JITWaaR/+Xz6KLqCU5Hn8+zC/jCnxpR/rzUeJQpdnvrY/Hn3GvoJssbF16BoF6UHojbQT/Zh45zOnUv9zn0Qppp0Jj1BLZ1OiZ+GitRuzK3OPW3xuUTpgouZDybo1ww9M8rR6R9W57Or5sbjV/y/AwlDD7kq0nszJ/HM1+S5XPzsT71g/ie46+jq5HfEBjNSAnjBUmkaWZLa0YHJQKeeizuk9YsDOR7xqXFvO8WZ/NVoagOaRbQxEjetyN+vlZLNLOjqCGmY6t1E5EnCGH+rXH/NGfzSVP9Ydyn8xfS+T3UeV7W6PsYfsXrTwdzfdJnsdB5VNtWUEY+Hlc6L/ATz8WfC7vpLWm21xJdzBYqHe9tu4HZGX9ZpgtbmuVm5c7jJBQs7VB0XgLA/Hk+G+pI/vvYQU9+ThfXmp+PDWrz2torL8bUk/m5dI6vjOT31KfiC2ttNwWpkPkpni2TZgaVaIZgaqP5/G7OxYoFeu+UJyg/dm3ed8tvyHcuYyOd53VBaov1MwAjNCIiIiIbygDcf3WtQ0ZEREREui+EHKbaGoCgTuKSD2o0aDW8+kR8zElcS7PxtnH6x7k7dP4CT1Y5mT9v+rG47ZevoYEWCssOBSukpTDxEoc3+7jBxEu5XEcvjR26abArvjf+XNyZP2/OyzW/J/dsV4/nx62OY44MT3mMOSwzJRHl0O9URB6k8MGZJs0YWPQ6pxUqAaDiIeI8A4YHzVJH/J6/Otx67pn3xeXxGtRpnmbLhIIlbI1ndPj+LNPg4ZKPzHOi1UvuOdJ6/PhHpuPnbc37ffG8+HiMllBOq1FW6FhKAw11Sr664o9La4yut61q6WH3o8N58Gh5Ou6cMg04NV+JjzmxaxqseWUfD574oCaFPVdSouuCfQgADR9IWFnKx43NlTu2nUYphg9Q2L8nyC2dQwN418XBr200AyYtCX6ymQccXp6kGTL8jrTf+bsY8e+qsi0PZCy+MdalsZDLWp6Jjy/7Qs5C++x78oqPaSYbH0Me/Y7myBrnte9DDmVOAzm7/yYf48//YjzGq8c637tAg85zF9Lnpe+SB7SLBrdbaQI6n+NzxQrahNROHLw+jzRyW5dmsvCMldFDfm7S/7JXRuPnTD+RX7iwy1MRUAaNtD9XayMBAPO04u6z8T1HX0fLf/v+nqTBt6P7fFbTubkMTU/yzKvRpmsDL+1edF7L2aMOGRERkdUEtN/IiYiIiMj6GpD7r651yJzYz5dimUujuee4OkxL993sPcJLuYjmYSw7vpt7545cGX+m3nAA2PuFQwCAxz6eg5Obo/RtFoSYwMNBeGQGi2nUpzMusJLzk7bFQM77EogLu3N5Fnb5exYo0aX3AFvbyAwnyvRlyAKPoHjvPvf+pjAmSoKckv4ujlEsRZ16Tb1XdXw/jSZ4x29baJcvzcZlbPrScdwjvmpvNADz3tSd38/f74s3x++Vwx22PppHAY563KttzcfHyq74/knqxR1eZTlAHlVYoWXtikZo0nMjNDoz7KMzHMazvC2We34xx4DUjlI40KwvC7kll+f4pR7/u0iJYKdivaojNBpUsJQcJzWu+blgR/JITdp2W10ODXeUoTqdh8HGL4/xytwbnhLzWkF89woHsqaoQT4uC8Ju2sITPTZ2iOpXe7MnOqbzGzNxlGv6R/nzjl+c/7zio47n3Z+3vf/nPNEvn99FI10U+gU/xysU55/CfDj0KS0ZmH4CwLzHpS/tov0+1PnZVnBOBFr6MqTy0HlSOFrDzZa3OQu7OX7aP4e+tzQqsuW5/N6lPNDVasO4XWt9rzz6ms7xVdpLoD1fwmvvjW3vkx/Zmf/uYaDbf5iP5ZevT3FTNFJ0syftpYTP5YIcBGzzT2IVERERkc1MM2RERETWYAMQwyybV3OlhPmjcV582aeoVwqmqA9xh6g/t1KhvF3eQXvkaloB7u/jz7kL8ufVJjykghPXUod3qyOb+4XLnluPc6f5c7N7aHVB7wPmgbGZSzw5JnUqt0IJ2sYt8rZ3fTcODBway3UpL3cOMKTtcELd9DnciR1SnXhQICX/pU76lUrc4DwNFE1SktC61/mV63JPeqsMdNde+Hnpb7TtUPeBAursT3nFxvfn96YwJQBobPOcXaMUWuMDf0UDYDVeEdMTAvOAUtMHJHjQZ8gThg4XDLIBOYRnvNoZ3sODPnNenhpy3EdayZOPh9SDX6JBlNXqBOSBvSaHDfl2eNsp/2QKUwKAys54gE6M5UG9ooTHaYCrQYNbaTVMAFj2RKx1XmHTX1ui8KQ0qMchS2kgo0oDYikMxagMdT+G+BiY/jEPLHcmjU2DxG3ndcEATvBlFXkfpuOZj/E0AFVZzNs7/tr4s0F5K0PBIFibNLhFA9EpF2CZcgKmEKqi1SU5D962R2M7ceD63E6sUFhis2CVyoavpDv1FOXl82S9bW2Zv5cHw1thWJXOY7ftvKZDMrW3TXrPxPPx55GraTtbTz4YXOL8hd4Gr9Dg24ofhxzC2i2DcP/VtQ6ZRqOEhaV8MKeLfoUahDI1sKlxrFEjsuwn4aEbKNHrc7EKS+fkL+uFX4yp5wPPOKhSA1Ww5G7TT+omnVDpRiDF/bGRw/nzZvbm5xtpVgrnr00XQdrM2IH4sy05KB34rUkJvDJvpeAGINWLGqjWkrrcUNFJ2vDn5y7Mf976qMdp7qILtu9mngDRimmkRrctyXB6WNBoHNtLSYZTvO3RvPGj+/L3UpqOjcbIKGfu91hfajTSxaa2kg/lFb/w8w1Cg2YnpItRlS78o37BHyk4BvlCnf7ONw2zdDzNI7a4nBw6XayMVlko+f7jMlQLZsjU6OYlLQsc6GWtbdPnpZkx4ztzQtQto3mGTKpDpWDJYJ5VNF+P39ci3RjUvEHmtpHzEFQLbgjSLAfeZxXfp/zeNDnt6L58fo/tz+VZ9pUp2o6jcsGFq1IQ+8qzzyr+HwWenOIfaTRjJa3qcexyukj5rCmj9qRohhgvhZ1mpxllx003BSWOB07/P+F7DfrPQdmXu+YVCFJmfo41Tn9fGcmfN/Uk3VjtTu0alTe1f1wvXz2kVHCDxSHEnJg3tb1NantGXol/P3QD3Wj7TcHwcOeNNt+w8+yrlIOgXi8+r0VERERE+o1myIiIiIj0ETMrA7gbwEUAjgP4UAjh6EnfUAooeSdr81jsgV4u5c7tIQ9rrVY7Z8iw5lDsBF2hxKgjPrByfG/uIE3L47aNbFLnddHqhCGNRPEKiF6cpXOo89of1qlzOs1e4Vksrf5cSraZOuQBYG53rP+2n+TO4mN7Owf5WslzqQhpZbvRl6jOnkQ4jNCoSeosp7oXzSxYGaOVQv1rSUviAjRiz6Gb6c9F/dL0uvRwx8N5esMLN1fbt4v2fZdmkVToeyr54AqHLKcBsIXjtL7vYuw0H9mRpzCNjVD2YLfkgz2LD+ZZEov7ZluPp8bj+9tCyYtm51R9Bgknl/UR/iYdp2PP+/LElCA2DRhVCo51gOpK+3P4iNf5glyuNCMnUBnSuVQUHt5Wfh8Im5mnUZIfbcmPfZ+M00ybZIkGzBYO+glBy3qPTcb93jZrJtWZzoWGf99txwDPqPLBnzSrDAAWUrJsPiaLjsX00RwSn5Jw0zHeWvZ6jAc0PcFtubgdaeFQb5/BMf48haVP+4AWLS9tPrjNyYbTANLWJ2kGlrcTnKCXZ6I0C3ZDesxtVFqltjHMiab9QcGsusKVOTkdBL0ltbf8/Y0c9X1Hz1Va53VnO9+kkbY08FWnlAxp1dfSFC3HK2eNhhdFRETWEkJ3/om8Ou8E8FwI4W0A7gXw0R6XR0RE5OwbgPuvrs6QqR0Yy489mePYFo6tzMMY5YIe0NR716Ae7yHvTOckuq0EltSLz0k2rWiJQP8iQkGoUWO08/U8WtO25Fu14Av1l/LU/pRQc+qp/N658/OHp9GZtvhX7w6tzPGSkPHx8k5K6lsQasD1QsHozNK2Usfrmh5jzEu5tUZkOIqLR2JSXfnPXozlHJraCrEYpvG8+Ys5fM1DWtqSeqJDiq2dnc+9uA1P/jxBITvjBaMzC8s5NGb2mzEJ6fINednHKQ/zGS5TWJEHo6dwNgCo0XG7MOavnc2jFilc7tI7n2k99eR/3Q0gh+6c+Dhptu3I4NvJa9j95A897qyZwzhsLIVV5XLxqEy11Pk5y424H2cW836sfXtb3N6bZlrPbRnr3I8c0nTsQBzVKW/Jn71lPL6Hk/qm77Jc6vzOGxQ2M3yUzontsf7L08VJb1vPFY2ecPySP+TjOh3rPAK6tM1HO4vilbk9oeO/mcIOl/P3MXzIY9Dz4YYVXwq1SYdJCmMaPpYLMbE/f/b8Lj9Hqf1K53DRsqfNJreJPPrqz9Nnt8Iquf1rjdIUtJcNeo52Wmq3OB56aNb/zu32UMoDwMd/Gn3Nm+ZQxIVZ/5JmqOAig+v1AB7yx98D8JsnvsDM7gBwBwCUt091r2QiIiLyqnWtQ6b2zIuHf/qvPv3T03jrdgCHT/bH5072h81h1bpvcpuu7m3H6vtXfemqdX+Kf/nIyTdyOifbBtBW901+fp9o0x3zp+h06n/hehSkU+9HT0QKFGcidSGEuwDcBQBm9vKzt/72PNahjWm10//rbG95VZupvexKXZ7hX75e8IIvnpWP2Szfy2apB3CadSm6h3yCfyk6htbfZvle1r0eT6cH69sud+EebDDuv7q37HUIO9Z+VSczezCEcN3ZLk8/UN1V90Gjug9m3QHVX+QUPQLgLQD+AsCb/PeTCiHs2EznmOqyMW2WumyWegCqy0a0WeohZ4+S+oqIiKwmYCBGaKSv3Afgg2Z2P4B5ALf2uDwiIiJn14Dcf6lDRkRERKSPhBAaAG7rdTlERETkzPRDh8xdvS5AD6nug0l1H0yDXHdgo9e/eFVUkX6ysc+xU6O6bEybpS6bpR6A6rIRbZZ6dMcA3H9ZGIBpQCIiIqdranR3uPHiVTJon0X3PfIHDym2XERERAbdoNx/9cMMGRERkZ4yDV6IiIiIdNUg3H+Vel0AEREREREREZFB0zcdMmZ2m5ndZ2bfNLOJXpen28zsN8zse70uRzeZ2Y1m9i0z+46Z/bmZVXtdpvVkZmUz+zM/xv/SzKZ7XaZuMbNLvN4PmNnXzWxbr8vUbWZ2q5nt73U5us3M3mFmXzOzb5jZZb0uz0mF0J1/ImdZv19biq4PZvZv/fcHzOzaXpfxVHF73891ObH97se6mFnVzO4xs2+b2ffM7A39Vg+/Rz5kZlf57x3lN7NbvI7fNrPbe1rgVRTU5atm9rdm9pCZvcmf68u6+HP7zOxFql9f1KWnBuD+qy86ZMzsOgBvB/ALIYS3hRDmel2mbjKzTwN4BoD1uixd9hMAN4UQ3gzgIIAbe1ye9fZOAM+FEN4G4F4AH+1xebrpIIC3hxDegric6z/pcXm6ysw+BGAawIFel6WbzGwPgE8CeFcI4ZYQwuO9LpPIJtTv15ai68M/BvBWAB8A8Hs9LNsp4/beO8f6si4ntt8AXkZ/1uVaADMhhBsAfArAr6HP6hFCeC+ArwLAKsfUZxDbgp8B8HEzG+p+SdfGdXG3hRBuAvBxAP/Sn/sM+rAuZnY1Yj3+ml72GfRBXWR99UWHDIB3A9gB4D4z+7KZndPrAnWLmf0GgKdCCF/udVm6LYRwLITQMLMSgL0AHu11mdbZ6wE85I+/B+CKHpalq0IIcyGEZf/1agAP97I83WRmtwKYDCF8rtdl6YF/BGACwP/2UbCLe12gQgFAM3Tnn8jZ19fXloLrw98D+HGIngOwvXelOzUF7f0l6NO64IT2G8Cl6M+6/BDA+Wb2nwG8H8D/QH/WIznZMVX1++oVAM8COK9XBTwVIYRX/OE1AH7gj/uuLma2D8DHAPxrACv0p76rS1cNyP3Xhkrqa2a7EEdv2BHEUePPhhAeMLMPIvZg/1a3y7eeVqn7FgBDZvZJAK8zs8+GEH6n6wVcRyerewjhPd4Z8zkA/z2EcLD7peu6Rq8L0Etm9jsAHgoh/LDXZemidwK4wMx+BfEc/3wIod9GsE/XNIC7Qgj3mNmNAD4L4J/2uEwim1HfX1vS9cF/7df6tLX3AP4QwI96W6TTdmL7/RkAj/W2SKflagBPALgTwCcA3IL+Pb6SovL3bZ3M7B0AbgJwuz/Vj3X5OcRj7esALgdwpZn9LPqzLnKWbagOmRDCAcSGsI2ZfQLAPgAPADiGTXjwnqzuzMwe3GydMcCq3/sWAH8K4IshhK91u1w98AiAtwD4CwBv8t8HgucH+iMA3wsh3N3j4nRVCOG29NjP8UHpjAHiMf5Wf7yB2/bexxeLnIG+vraceH0ws62I/7GBmb0GwOFelu9UnNjeA3gvgC/7731VFxS33/34vbwVwLMhhBfM7E8AfAFAGei7eiRPovh7WPFzZw7ARQBe7EnpTpGZ3QHgKgC3hxDSPULf1SWE8McA/hgAzOxuAP8phDBnZn1Xl+4ajPuvDdUhs4rPA/iSmb0fwCyAX+1xeaQ7/g1i3pjzzOzfAfifIYT/1uMyraf7AHzQzO4HMA/g1h6Xp5s+AOA9iCMGtwO4P4Tw73tbJOmCvwTwbjP7BoBlAP+it8UR2ZT6/drScX0A8FUz+zvE3Hqf7GHZzkgI4ZiHa/ZjXYra73f3YV3+DMA9ZvbLiAESnwZwUz/VwzuSbgZwLuJMn6Jj6vcQ85kYgD8NIdR7Uda1cF3M7EsA/guA7wD4P2Y2E0J4F/qzLneGEL5e8LK+qIusLwsD0OskIiJyuqZGdoW3vObDXfmsrz3xHx8KIVzXlQ8TERER2aAG5f6rX2bIiIiI9I4GL0RERES6awDuv/pllSURERERERERkU1DM2RERETWMgAjNCIiIiIbygDcf2mGjIiIiIiIiIhIl2mGjIiIyGoCgObGHqExszKAvwZwDYA9vpzmJOJSx0OIAzAfCiE83cNiioiIiLw6fXD/dTZohoyIiKw7M/tzMztkZtfncqEAAAWqSURBVFedwTZuNbP9Z7Ncm0UIoRFCuBnAD+jpRQC/FEL4GQB/BOC2nhRORERERApphoyIiKy7EMJ7zezu9LuZ/TaAf4g4/vHPQwiPr/Z+M/sQgK0ADqxnOYsFIDS79WHbzexB+v2uEMJdp7OhEEIdQN1/vQbAd860cCIiIiLd0dX7r55Rh4yIiHSVme0DcFkI4SYzuxTAbwL46CqvvxXAZAjhc2Z2e5eK2SuHQwjXneyPZrYLwL0nPH0khPCeVd7zYQAjIYSvnKUyioiIiMhZoA4ZERHpttcDuNHMvuG/vwAA9Dt7B4B3ArjAzH4FwOvM7PMhhJN24KyLDZLlP4RwAMAtr+a1ZmYAfhfASgjhU+tZLhEREZGzboPcf60ndciIiEi3PQHgb1OnipltAYAQwi0neX0r94mZPdj1zpg+YGYlAPcAuALA3Wb2+wCmAPw6gIfN7OcBPBZC+FgPiykiIiIiRB0yIiKy7szsTwDcDOBcAHcCeNbM7gdgiCsB3dnD4q2uD7L8hxCaAD5Q8KfpbpdFRERE5Iz1wf3X2aAOGRERWXchhF874amvA/jsaWznpPlVRERERET6iTpkRERE1jIAMcwiIiIiG8oA3H+Vel0AEREREREREZFBoxkyIiIiaxmAERoRERGRDWUA7r80Q0ZEREREREREpMvUISMiIiIiIiIi0mUKWRIREVlVGIgpsyIiIiIbx2Dcf2mGjIiIiIiIiIhIl2mGjIiIyGoCgGaz16UQERERGRwDcv+lGTIiIiIiIiIiIl2mGTIiIiJrGYAYZhEREZENZQDuvzRDRkRERERERESkyzRDRkREZC0DMEIjIiIisqEMwP2XZsiIiIiIiIiIiHSZZsiIiIisKgDNzT9CIyIiIrJxDMb9l2bIiIiIiIiIiIh0mWbIiIiIrCYAITR7XQoRERGRwTEg91+aISMiIiIiIiIi0mWaISMiIrKWAYhhFhEREdlQBuD+SzNkRERERERERES6TDNkRERE1hI2/wiNiIiIyIYyAPdfmiEjIiIiIiIiItJl6pARERERERERETkFZlY2s/vNbMbMJvy5STP7GzP7OzN7wMwuXm0bClkSERFZTQhAc/MvuygiIiKyYfTB/VcIoQHgZjP7Bj29COCXQgizZvY+ALcB+A8n24Y6ZEREREREREREzlAIoQ6g7r9eA+A7q71eHTIiIiJrGYCkciIiIiIbSvfuv7ab2YP0+10hhLvSL2a2C8C9J7znSAjhPSfboJl9GMBICOErq32wOmREREREREREZFAdDiFcd7I/hhAOALjl1WzIzAzA7wJYCSF8aq3Xq0NGRERkDWGDxzCLiIiIbDYb/f7LzEoA7gFwBYC7zez3AUwB+HUAD5vZzwN4LITwsZNtQx0yIiIiIiIiIiKnIITQBPCBgj9Nv9ptqENGRERkVUE5ZERERES6ajDuv0q9LoCIiIiIiIiIyKDRDBkREZHVBADNzT9CIyIiIrJhDMj9l2bIiIiIiIiIiIh0mWbIiIiIrCVs7Cz/IiIiIpvOANx/aYaMiIiIiIiIiEiXaYaMiIjIKgKAMAAxzCIiIiIbxaDcf2mGjIiIiIiIiIhIl2mGjIiIyGpCGIgYZhEREZENY0DuvzRDRkRERERERESky9QhIyIiIiIiIiLSZQpZEhERWcMgJJUTERER2UgG4f5LM2RERERERERERLpMM2RERETWMgBJ5UREREQ2lAG4/7IQNv80IBERkdNlZl8DsL1LH3c4hPDOLn2WiIiIyIY0KPdf6pAREREREREREeky5ZAREREREREREekydciIiIiIiIiIiHSZOmRERERERERERLpMHTIiIiIiIiIiIl2mDhkRERERERERkS5Th4yIiIiIiIiISJepQ0ZEREREREREpMvUISMiIiIiIiIi0mXqkBERERERERER6bL/DxxoBGAeb8/jAAAAAElFTkSuQmCC\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "plt.figure(figsize=(20,10))\n", "\n", "plt.subplot(1, 2, 1)\n", "hcipy.imshow_field(np.log10(im_ref_hc.intensity / norm_hc))\n", "plt.title('HCIPy reference PSF')\n", "plt.colorbar()\n", "\n", "plt.subplot(1, 2, 2)\n", "plt.imshow(np.log10(im_ref_pop / norm_pop), origin='lower')\n", "plt.title('Poppy reference PSF')\n", "plt.colorbar()" ] }, { "cell_type": "code", "execution_count": 13, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 13, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": "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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "ref_dif = im_ref_pop / norm_pop - im_ref_hc.intensity.shaped / norm_hc\n", "\n", "plt.figure(figsize=(20, 10))\n", "plt.subplot(1, 2, 1)\n", "plt.imshow(ref_dif, origin='lower')\n", "plt.title('Full image')\n", "plt.colorbar()\n", "plt.subplot(1, 2, 2)\n", "plt.imshow(ref_dif[60:100,60:100], origin='lower')\n", "plt.title('Zoomed in')\n", "plt.colorbar()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Applying aberrations" ] }, { "cell_type": "code", "execution_count": 14, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Aberration: 4.0 rad\n", "Aberration: 4.061634147705169e-07 m\n" ] } ], "source": [ "# Define function from rad of phase to m OPD\n", "def aber_to_opd(aber_rad, wavelength):\n", " aber_m = aber_rad * wavelength / (2 * np.pi)\n", " return aber_m\n", " \n", "aber_rad = 4.0\n", "\n", "print('Aberration: {} rad'.format(aber_rad))\n", "print('Aberration: {} m'.format(aber_to_opd(aber_rad, wavelength)))" ] }, { "cell_type": "code", "execution_count": 15, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 15, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": "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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "image/png": "iVBORw0KGgoAAAANSUhEUgAAAd0AAAHCCAYAAACqvRMgAAAABHNCSVQICAgIfAhkiAAAAAlwSFlzAAALEgAACxIB0t1+/AAAADl0RVh0U29mdHdhcmUAbWF0cGxvdGxpYiB2ZXJzaW9uIDIuMi4yLCBodHRwOi8vbWF0cGxvdGxpYi5vcmcvhp/UCwAAIABJREFUeJzt3X20ZFV95vHn6W47SMS0ESJqAghODEQxJuDyhRY0KmjUGBKJxqCijitjIjLq+DJ5I8ZZanzLi66MxAwY1DBgTEwaXyIREEUjYBARjRIEHLNQUTGiEaT7N3/Uqb7V1XXvrbq37t6/fer7Weuue2+dU+f86pw6+zl7V9UpR4QAAMDG21S7AAAAFgWhCwBAIYQuAACFELoAABRC6AIAUAihCwBAIYQuMML2vW3/re0bbd9g+1W279RNO872rbY/b/sLtl894fYv2T7f9lErrONU29fZvnQddZ5l+yu2P2f7U7Z/fq3LWg/bP2X7gq6OG22/z/aPd9Out/33I/PuY/tm22+uUSuQAaELdGxvkvR+SedFxEGS7ivp3pL+cGS2iyLipyQ9QNJDbD9x9PaIuI+kN0k61/bhy6zqdEkPjIiHrbPkF0bE4ZJOlnS2ba9zeWvx15J+v6vjMEl/JWnfken3sX1Y9/evSrqpcH1AKoQusOTnJf2/iHiXJEXEDyS9UNKzbW8enTEibpN0oaSfHF9IRFwg6fckvXR8Wtc73ibpMtu/Y3ub7Xd3veRLbR/RzXe67b+x/THb/7JS0RHxWUnfl/Sjtu9v++Pd8s6zfddueRfZfqftf7F9re3jRtbz/u4+X7L9ou72s23/+kjd59p+woTVHyrpS8PtFRHnRMQXRqb/uaTf6v5+lqS/XOmxAH1H6AJLDpd0xegNEfEfkr4i6eDR223fQ9IvSbpkmWVdIunnxm+MiFdI+l7XK36VpN+X9Omu9/xyDXqKo34+Ih60UtG2Hy/puxHxje7+L+uWd5UG4b+7pm5ZT5c0OsR7s6RHSHqQpNNs31PS2yQ9p1v+/pJ+VoNRgHH/W9KnuuHu37R9r7Hp75H0WNvHSvqipG+t9FiAviN0gSWWNOm6qJa0q/v7ONtfkPRPkt4YEZ9c5zqPk/QOSYqIj0g6YNg7lfTxiPj+Cvf9E9vXSTpV0ond/e7eLUfdch81Mv/l3Xr+uVvPD3W3f7rrpd4i6ROSHhARF0u6Zzc0/AxJ74iIneMFRMTLJP2CpM9KOl7S52wfOTLLHZLOkXSu9gx6YCFtqV0AkMjnNBhO3q0LsntKulHSIRq8djtpmHXcMZLWEsizvC77woh49+472j8yYVnLXVzdkvYKUUlbJf1n9/eZkp4t6YkaBOtEEXGFBiMEr7P9WkmP1aCXPXSGpPtGxFW2f3b5hwP0Hz1dYMkFkg6y/VRJ6t61/CeS/k9E7FrxniO6odTTJf3RFLNfLOnXuvsdI+nr3ZD2zCLi25K+2S1Hkp7WLX/ozt16fknSpyLijrHbD5Z0pKTha8hnSfpNSTdGxJfH12f7rrb/zPbdu//vLOlntPcQ/Vcj4plreUxA39DTBToRscv24yT9ue1hYL5Te74uupzjbH9eg57iNZJ+dewNRcv5A0l/2d33W5LWG07PlHSG7W0aDPk+Z2Tam2z/sAav4Y6u59dtnyRps6T/FhG3SoOwtH2VBj3VSb6vQWBfZvs2SbdJOiMiLlznYwB6y3y1H9B/ti+S9JKIuHzs9tMl3RoRr59wn/01eI33fpNezwUwO4aXASznOZLeReAC80NPFwCAQujpAgBQCKELAEAhhC4AAIXwkaENtnXr1th3331XnxGQdNihh274Ov7tuus2fB3oj29/+9s3R8QBtevoC0J3g+27777avn177TLQgPPOPbfYup5y0knF1oW27dix44baNfQJw8sAABRC6AIJlOzl1lgfgAFCFwCAQghdoLJavU56u0B5hC5QUe3gq71+YNEQugAAFELoApVk6WVmqQNYBIQuAACFELpABdl6l9nqAfqK0AUKyxpwWesC+oTQBQCgEEIXKCh7bzJ7fUDrCF0AAAohdIFCWulFtlIn0CJCFyigtSBrrV6gFYQuAACFELrABmu119hq3UBmhC4AAIUQusAGar232Hr9QDaELrCBnnLSSbVLWJfW6wey2VK7AKCGEj24PgUW2wuYD3q6WDilhkyH62k1TIZ1l95eQJ8RusAGaj1IWq8fyIbQxUKpFSKt9XZr1UvIo+8IXSyMWg16a8PMpYeVxxG86DNCFwCAQghdLITavadWeru1e7lDtdcPbBRCFyiklSBppU6gRYQuAACFELrovUw9t/POPTftEPNTTjop3bYC+obQRa9lbbizBW+2eoay7j9grQhdoLCsQZK1LqBPCF30VuYQyTTMnG1YeVzm2oBZEbroJRrqfmF/oi8IXaCi2r3d2usHFg2hC1RS+4IZWS6EASwSQhe901KI1K619vpn0VKtwHIIXfRKqw1z6d5uq8PKre5fYIjQBSrj23yAxUHoojdaDpGSHyHK/hGh1bRcO7CldgEAlrQ67AtgOoQuNtwpn7xuQ5d/5oMP3dDll1SiF9enYN/o7dWnbYUcGF7GhtrowB1dR8sNZMkh30xXw1qLkh91Yigb80boYsOUCNwa65q32p/TbVHJMCR4MU+ELgAAhRC66I1TPnmdnnLSSU314GpdFar21bDWYrhv6XmiZYQuNkTLw72l8Tnd/NhWmBdCF3NXM3BbCvssvcwsdUyjZvgRvJgHQhe9MxxmbkHthrz2+qfFsDL6gtDFXGXqaWYO3kwhkv0jRJlqy7LP0C5CF72UKfzHZQqRUVnrkgg79Aehi7nJGHSZgwSry7j/OAHAehC6mIuMgZuxpuGwcraGe1gTITedjDWhDYQuei9jkGB17Df0EaGLdcvYoxzKVFsrIZKpzsw9ysy1IS9CF72X4SNEta48NassV6rK9O5uYJ4IXaxLpp4kUBonBpgVoYs1ay1wa3+bTysNdO3ebu1e9qxa2a/IYWFC1/Zm22fbvsT2+bbvNjb9RbYv7X4e1N12nO1PdD/PGpn3JbY/YPuDhR8G1qj2d+621jDXqre1ExRgVgsTupJOkHRjRGyXdI6k5w4ndAH8BEkPl/RUSa/sJp3e3e8YSb9h+062f1nStog4ISKOL1h/Kq31cmtprdc2rvX6S+EkAdNapNA9XNIV3d+XSTpiZNphkq6OgRsl7d/dvjUibomIOyRdL+lekk6UdLjtD9s+0/Y+4yuy/Tzbl9u+/Pbbb9+ox4MZle7ttt5rKz3M3Pr2AqaxSKErSTtnnDbptrtJekFEPErSFyQ9Y3yGiDgjIo6KiKO2bt26tkoTa7mX23Lti6DlwG25dpSzpXYBBV0j6WGS3ivp6O7/oWslHSlJtg+SdHN3+x22t0m6VdIhkv69u98Dur9v0cpBjqRK9d5ab4iHV6limBmYj0UK3Q9KeprtiyV9V9LTbf+xpLMi4krb77P9UUmWdGp3n1dKel9321sj4ge2XyvpXbZfJukmSacUfyTLKNHA96XxLbWtWv+8ackhX55b0+vLtlpECzO8HBE7I+LkiDg2Ih4fEd+KiNMi4spu+hsi4piIeHhEXNHddmFEPCwiHhoRZ3a3fT0iHhMRj4qIX4uI22o+rqGSDfuZDz602LrmrWTtLYftqJKPo+UwKVl7X55bi2hhQhfz0fLBPgzc0o+h1SApXXftzwfPQ8vHB8ogdHug9IF+3rnnNt3bLan1Rrj1+kup8TIC+6ZNhG7jOPCmU6uXO1xna723Wq9F96G3WxLHf3sIXazJsLfbUo+3dgPVSpDUrrP2fppFH94sh7II3YZxoE+npRMDLKkd/q2gHWgLoYs1a+lgr11rK8OmWa4KVXv9s2ipVtRH6DYqy4Ge/U1VmWrLss9Wk6nOzCcpmYaVs9SB1RG6DeIAm0227ZU1SLLVlW2/Zcf2agOhi3XL2tvNWFPWYeYsw8qTZNtWUq5eLtpC6DYm84GeKeRqfkQI85PxJCVTLeN4vudH6KK3sjZA2YIkcy9XylsXsBaEbkMyNz7nnXtu2mHmjLLty2z1ZDUcVs68vTLXBkK3GRxI0xlesKOV7VW7t1t7/dPiKwZn08rzfxERupg7ervTqT3MnH1YORsCH/NA6GKuhg14zeAlRPqp5n7lBAXzQug2oLUDvVa9LQ0rD9Xq7bYaIjW/PKLFbYV8CF1sGIaZp1OrcaRRng7DypgnQje5VhvG0nW32MsdV6pxbz1EavR2W31utVp3n22pXQCW14cDht7udEq/O7cPz63WTx5KafH7nPuMni42TB8adoDnMeaJni42TKnr0/bhLL7kG5v69MXrpbZXH7YVcqCnm1jLYVKy9uEVglreXlK5HlXrAVLjqlAtP7darr2PCN3kWj5gWm/cAant53HL7UdfEbqYu5oHemuNTK2h3lYvq8hzC60jdBvQ4sFeo3dQ+7KK2Fg1L+jRYm+X4yAnQhdzxYE+Oy6O0Q6e31gvQrcRLR3sNRvzlnq7Gd4V28ob0DJctrL2vppFC/t0URG6Dcl+IGUIEamNxjHbvsxWzyQZ9msLJynZ61t0hC7mIuOBnrGmURlCRMpTx3Iy7seMNaENhG5jONink3mYOWNNUs66MgwrtyTjPsSeCF2sW42LFbQqa4hkPknJpi8XY0EdhG6DONinkzVIsgXuULa6sp6gZJXteY7JCN1GZTnAstSxHBrstmXff1me/1nqwOoIXaxZSz2RDI1Slnd3ryTLsGmGGlaTdSQFuRG6DctwsGcPESlHjRn21Swy1Jthv60mQ40Z9hWmR+hiTTjQZ5ehgZ5GK3VmwvGAaRG6jat5sLfUONe8wH8Lw8rjag0zt/hdvzVrJezbQ+j2QOkDr7VGEdhoNU5SCNw2EbqYScsHeo0ThZa3l1Sn/pZP6Frf39h4hG5PcLBPp2SPpKV3d09S+t25jKBMj+O9XY6I2jX02rZt22L79u21y5ir1hvGkg1W69tKYnvNoo9huGPHjisi4qjadfQFPV0AAArZUrsAzE+JXkKL7y6dhG01nZJD5K33EtlWmAY93Z5ouWEvqWQItn7FotKvSWe5GlYLON7bRehiJi0HCe/EnR3v+J5O62+aQzmEbg+UPtBbblharn0RtLx/OA4xDUK3cVwNZzo1X1uteTWstaj9WnRrw8xcFQ6zIHSxJi0PMwPzwrAyZkXoNowDfToZTgxa21cZ6s2w31qQYV9heoQu1qyl3m6GhqmFYdMsH3HKUMNq6OViLQjdRmU50LPUsZzsIYeVZd9/WZ7/WerA6gjdBmU8wDI2jhl7Ipl7u1l6uUOZR1Iy1pRp32F5hC7WLXPjmFW2bZWtnswynsyhHYRuYzjQp0PD2A+c0M2G53t+hC7mIuPBnrEmaVBXpmHm4bBy5u2VTcaa0AZCtyHZD/QsQZKhBsxfhv2a7XXvSbLXt+gI3UZwIE2ntWHl2kFSe/3TYph5Nq08/xcRoYu5ytLbbUHtIGntBKW2Fnq5yI/QbUCLB3qNIGkxRGrXWnv9s6h5ktLiiWRL+3aRELqYu5qNY4sNTY3RgVZ7bTW/arDF7YV8CN3kWj3QS9fdYk8Ea1d6f3McYl4I3cQ4YKbTl55IqSBp/QSl9mvhrWn9uOibLbULQH/xpqrplf7O3b40xCW2V1+2FXKgp4sNQ+CiD3geY57o6SbW6ptdRpWqf9hLbHV78Uaq6ZV+OaH10G29/r6hp5tcqwcMb3TBRuKNetNpte4+I3Qxd315Y1MptS+OgZXxxi3MU8rQtf3hVX4utP1PtesshYN9Oi2+cat2vbXXP6uWh8VLa23fLoqUoSvpIEmnrPJzULXqsKwMvVwam36quV/p7WJesobuVRFxwwo/10v6TO0iMVnNwG2pF5SlAc9SxzR4bqF1KUM3Ik6cxzx9UvIznGuVpb4Wh5mxskzDytmfWy20FYssZegO2X6N7YfZvrPtj9n+qu1frl0X9pZhWLkl2RrFbPVkxTAz1it16Eo6KSIulfQESV+SdD9Jv1u3JLQia8NIXbPJWhewFtlDd1f3+xGSPhARt0i6S8V6qsvYAGXs5dIj6QeeW7PJWBP2lD1032P7CklPlrTD9gMlfbNyTdVlPLAyNYpDGWvKuO9GZawv437MWFPGfYe9ZQ/dD2nw8aAHdr3c70k6uW5JaA2NUZvYb+ij7KH7xoi4KiK+KUkR8cWI+NfaRWWQpUHK9K7SSTLVlmWfrSZTnZn237hM75LPUgdWlz10r7R9v9pFZFX7QKu9/mllaBxrr39WtevNfjI3KsO2Qjuyh+52SZfYvqr7+Yztq2oXhSWtNIzARuD5j1llD91jJR0t6YndzxO636ispZ7IEF8sMBu213QyjKSgHdlD998lPUbScyLiBknbJB1at6RcONink/ljHliS8SNCmfF8bk/20D1T0gMkPb37/yZJf1avnJxqfAE6gD1xHGIa2UP3QRHxQkm3S1JEfFXS1rolLbaWeyKle7t9uAZuycfAcwuLIHvoftf2D0kKSbJ9qAaf1Z2Z7c22z7Z9ie3zbd9tbPqLbF/a/Tyou+0425/ofp7V3XZv2xd0y3nLuh7dHJU82FtsFIdarn0RtLx/StZOuLdrS+0CVvGHknZIOqALuCdJesEal3WCpBsj4mTbJ0t6rqTXSVIXwE+Q9HBJPyHpLRq8Yev07n63Svqo7XdKOk3SayPiQ7b/0vbREXHZWh/gPHEgTo9tNRu21/TYVlhJ6tCNiH+w/SlJx2nQK39d9126a3G4pCu6vy+T9LKRaYdJujoiQtKNtvfvbt/aXQlLtq+XdK9uOa8eWc4R3e/dbD9P0vMk6c53vvMay51diTPtvjQobKvZsL2mx7bCSlIPL9veERFfiYh3RsTZEXG97fPXscidM05bbv6VlqOIOCMijoqIo7ZuLfMSNENb02m59kXQ8v7hJR5MI3XoauzjQV0P9IFrXNY1GnzmV93va0amXSvpyG4dB0m6ubv9DtvbbG+RdIgGH2FaaTm91/IbRkq/Uee8c89tvnEs+Rh4bmERpAxd26+w/R1J97P9neGPpM9JevMaF/tBSQfbvljS0yS9zfYf2/6Zbgj5fbY/KumvNXgtV5JeKel9ki6R9NaI+IGkP5H0sm45t2V4Pbf0gU7DAuyN4xDTSBm6EfHqiNhPgzcs7Tfyc0BEvGaNy9wZESdHxLER8fiI+FZEnBYRV3bT3xARx0TEwyPiiu62CyPiYRHx0Ig4s7vtKxHxmG45z5/bg14jDrzp0BNpQ8u93Rp4PrcnZeiOeL3tV9k+U5JsP8T2r9YuCm1e+q5WA9Vqw8j2mk6Ll0RFPdlD968kfUPSMd3/n9dgyBdJtBa8wDzx/MessofuwRHxJkl3SNLw4zsYqH12XXv908rQE6m9/lnVrrelkZQM2wrtyB66/2F7m5auSPVgSd+qW1IOWQ607I1jptqy7LPVZKoz0/4bl+FkbihLHVhd9tB9iaR/kHSv7vO5fyPpxXVLQmtokNrEfkMfpQ7diPi4pOMl/YKk10g6PCI+Vreq+jI2Rhl7JBlryrjvRmWsL+N+zFhTxn2HvaUO3c6Rkn5M0gGSHmv7xMr1VJXxwMr4MQ8+ItQPPLdmk7Em7Cl16Np+t6Q3SHqyBl9A8EQNvpgAWFXWBoi6ZpO1LmAtUoeupCO7i1U8MyJO6X6eXbso7C1jjySzbEGSrZ6sMvdy0YbsofvZ7jt0F14L1/HNUl+md5ViPjK9Sz77c6uFtmKRZQ/dv5d0qe2rup/P2L6qdlFYWc3GMUvDPI0sDWOWOqbBcwutyx66L5d0sqRf1NLruU+sWhFWlGGYuaUQwfRq7leGlTEv2UP3O5IuiIgvRcQNw5/aRZXGgT6dFoeVa9dbe/2zyjTMnF1r+3ZRZA/df5P0R7ZPHP2pXRRWlqG32xK+WCA3ermYp+yh+z1J+2vp40IL95GhVg/00nUT8Iul9P7mOMS8OCJq17AX238aEaeud54Mtm3bFtu3b1/TfVs/YGgYZ1Nye7GtZrPI22vHjh1XRMRRcyxnoWXt6T56TvOgotYbKkDieYz52lK7gGXsa/u6FaZb3TcPIa9Sb2zqw9ByydcNn3LSSU2+6WySUturD9sKOaTs6UbEIRFx6Ao/94mI3l80ow9hUkJf3rhVqmFvPUB4Y9NsWj8u+iZl6GJJqwcMr7lhI/FGvem0WnefEbqYu5o9kRYbmRrDl61+3rVGzX0ZSUEOhG4DWjzYawRui41j7Vprr38WNU/mWhxJaWnfLhJCF3PFm06mV/u1yRZPUmpqdXQAuRC6jeBgn05rQVL7BKX2+qdV+wSlNa08/xcRoduQ7AdSll5uhhowfxn2awu93ez1LTpCF3OR8UDPWJOU73OywyDJvL2yyVgT2kDoNoaDfTqtDTNjMoaVZ8PzPT9CF+tGwzi7bNsqWz2ZcUKH9SB0G5TxYM/YaGdsHDMNK4/L9npl5pO5jDVl2ndYHqHbqCwHWJY6lpOxccT0su+/LM//LHVgdYQu1ixzT2RchkYpcy93KEtvN0MNq8k4koL8CN2GcbBPJ0PQtbavMtSbYb+1IMO+wvQIXaxJS71cYKPQ28WsCN3G1TzYWwrcmsOmw2HlVrbXsNba26sVNWsl7NtD6PZA6QOv5QO95doXQcv7h+MQ0yB0MZOWh5X5qsHZ1fwqvZYwzIxpEbo9wcE+nZLDpi2foEjlg6S1YeWaON7b5YioXUOvbdu2LbZv3167jLlqvWEs2WC1vq0kttcs+hiGO3bsuCIijqpdR1/Q0wUAoJAttQvA/JToJWT7hpy1YltNp+QQeeu9xGH9p3zyug1f15kPPnTD14GNQU+3J1pu2EsqGYKtv7mm9GvSWa6G1YISwY6NQehiJi2HO+/EnR3v+J4NYYjVELo9ULphpEcC7OkpJ51UPHAJ+DYRuo3jajjTqXlVqBZPUmq9Fl37alhrUbNWgrc9hC7WpPVh0xpaCZJW6syE8MO0CN2GZQi+FhroDDVm2FezyFBvhv22mgw1EvhtIXSxZi29OzdDiLQwbJrlI04ZalhNyY8IoT8I3UZlaZSy1LGc7CGHlWXff1kCN0sdWB2h26DsQZdF1msfZw2SbHW1NJKSAcHbBkIX6zYcNqVxXF3WIMl6gpLR8LlOyGEtCN3G0ChOJ3OIZKxJyllX1pOUrDgRyI/QxVxkbrCzyhIkWepYTsb9SLhhrQjdhmRsfEZleXduhhpWk21fZqtnkgz7tYVh5ez1LTpCtxEtNIpDNRvHzMPK4zKcpGT5iNBqMgwz195XsyB48yJ0MVctNODZ1GrMWwqRLAgzrBeh24AWg6xGg95SLxezq9nbbfEEhROEnAhdzF3N0GstcGtd4L/mF0CsR816CTHMA6GbXGuN4qgWewfAuJafx5wo5EPoJtZy4JasfXixgpa3l1SucW85RKQ6F2NpObxarr2PttQuAP2V4d25rSgdJK2foAyV2F6EFuaJni42DIGLPjjzwYfWLgE9Qk83sT4MmZaqv/WAL/nO674Mx/Pcmg4nDbnQ002u1QO+dN19GMouFSKth22NE4ZWg6vVuvuM0MWGab1xL4WLY+TG8xjzROg2oLXGsVa9LfZ2a13QI8NlFdei5rB4a73G1updFIQu5irDVaFaCxJMp+Z+HT6fCTKsF6GLuWM4bjq1T1Ba7e3WwvMa80DoNoKGcTq1Lqu4VrUb8trrn1arl62shR55XoRuQzIHSV8+hlJKtn2ZrZ6szjv3XJ354ENTh1rm2kDooseyBkntYeVx2YeZs9YFrAWh25jMDVCWEJHyBwmmk+0ERcpVyzh6ufkRuli3rMPKGWvKGCJS7pOUbNtKWhpmBmZF6DYoY8OYWbbtlTFEpHx1Zdtv2XES0AZCt1FZGqSsvdyhTLVl2WeryVRnpv03LlNvN0sdWB2hizXL1DivpnatWYeVx2UZZq69/lkQeJgFoduwlhqmmrIHHSZjv02H0G8LoYs1afFiBbVPUlrZVrXrrL2fZjE8Bgg+TIvQbVxLDVRNNYdNs7/uPUmtq3q1MgyfBWHfHkK3B0o3ji2GSC2tnxS1Xn8pNXq7BG6bCF3MpOVGuFZvt9UTlNJ196GXSxBiNYRuT5QMkpYbxZK1t3yCMorn1nRK1k64t2tL7QIwP31p5Esota1aDhFp6bVdnlvTIxCxEkIXC6lEGPbhm5dKDvkS7FgECzG8bHs/2++1fYntc2xvnTDPG7rpF9o+uLvtqbY/0f0c3912J9uvsf1+228v/VgyaLlxbLn2RdDy/mm5dpSzEKEr6RmSdkTEdkmflfSLoxNtHyHpwG7670l6qW1LOk3SIyQ9urtdkk6VdG1EPC4inlnqAWD9Sr9RJ8vVndaK7QXM36KE7uGSruj+vkzSEWPTj5gw/e6SvhYRt0fErZLC9mZJT5b0SNsX2359F857sP0825fbvvz222/fiMdTHQ3jdFoeWpbar78UjgdMq1eha/tA2xeN/bynm7xzlbtPmj56myWFpK2Snh0Rx0raT9Jjxu8UEWdExFERcdTWrXuNZKOC2h9Haa1RrlUvvV30Xa9CNyJuiojjxn5OlHSNpKO72Y7u/h81afo3JB3YvYZ7F0mOiF2SvizpkG7eW7R6mPdWaw1jrcBtLUhqn6C01rtuZb8ih16F7grOlvRE2xdLur+k90pS96aqAyPiGklf66a/UtLrIiIk/amkiyVd0N0uSf9T0hm2L5S0b0T8U+HHkgoNDhYZz3/MyoNswUbZtm1bbN++vXYZGyp7zyTLx3Zq9yCnkanGLPttJYsQujt27LgiIo6qXUdfLEpPFxsoc8OTqbbsATKUqc5M+29c5tqQF6GL3ssUIpge+w19ROhiLjKe9WesKetlFTNfPSvbtpJy1oQ2ELqYm4wNUcYQwfQy7r+Mz3O0g9BFL2VuGDMGiZS3Lin3/gRmQehirjI1jplDZDjMnEHWYeWhTLVl2WdoF6GL3skeIqNqN+K11z+tTCcpwHoQupi7mo1jSw1zlhODLHVMg+cWWkfoYkPQQE2v1rZiH02PbYV5IXTRG8Nh5ZZ6brWuy5zpylPTGu5bAhAtI3QBACi2zKLhAAAO3UlEQVSE0MWGKdkjabn3w7f5zI7nFlpF6GJDlWiwWhwqHVdy2LSld3dPUnJInsDFvG2pXQD6j4Zremyr2bC90BpCF0ikRA+UoALqYXgZvdFymJQc8m39HcAt1w4QukBlfE4XWByELnql1SAp/camVt9I1er+BYYIXfROSw1z7Vprr38WLdUKLIfQBSqp/VGnWlfDAhYZoQtUVHuYt/b6gUVD6KKX6L31C/sTfUHoorcyN9SZrgqV/SNEmWsDZkXoAoVlDZGsdQF9Quii17IGSZZe7lC2eoay7j9grQhd9F6mhjvTsPK4bMPMmWoB5oXQBQCgEEIXKKSVnlsrdQItInSxEGoHSe0LYUwrywUzaq8f2CiELgAAhRC6WBi1v80ney93qHZvl14u+ozQxUKp1aC3ErhDteolcNF3hC6wgVoPkdbrB7IhdLFwSgVJa8PK40oPMxPwWARbahcA1EADPxu2FzAf9HSBDdRqL3eo9fqBbAhdYAO13kNsvX4gG0IXAIBCCF1gg7XaW2y1biAzQhcAgEIIXaCA1nqNrdULtILQBQppJchaqRNoEaELAEAhhC5QUPZeZPb6gNYRugAAFELoAoVl7U1mrQvoE0IXqCBbwGWrB+grQhcAgEIIXaCSLL3LLHUAi4DQBQCgEEIXqKh2L7P2+oFFQ+gCldUKPgIXKI/QBQCgEEIXSKB0r5NeLlAHoQsAQCGELpBEqd4nvVygni21CwCwhEAE+s0RUbuGXrP9dUk31K6jkv0l3Vy7iAXAdt54i7yND46IA2oX0ReELjaM7csj4qjadfQd23njsY0xL7ymCwBAIYQuAACFELrYSGfULmBBsJ03HtsYc8FrugAAFEJPFwCAQghdAAAKIXQBACiE0MWa2N7P9nttX2L7HNtbJ8zzhm76hbYP7m57qu1PdD/Hd7fdyfZrbL/f9ttLP5ZsbG+2fXa37c63fbex6S+yfWn386DutuNGtuuzutvubfuCbjlvqfBQUpvXdu5uf4ntD9j+YOGHgcYQulirZ0jaERHbJX1W0i+OTrR9hKQDu+m/J+mlti3pNEmPkPTo7nZJOlXStRHxuIh4ZqkHkNgJkm7stt05kp47nNAFwxMkPVzSUyW9spt0ene/YyT9hu07abCtX9stZx/bRxd7BG2Yy3a2/cuStkXECRFxfMH60SBCF2t1uKQrur8vk3TE2PQjJky/u6SvRcTtEXGrpLC9WdKTJT3S9sW2X9+F8yJbadseJunqGLhRg8sTStLWiLglIu6QdL2ke62yHMxvO58o6XDbH7Z9pu19ypSPFhG6WJHtA21fNPbznm7yzlXuPmn66G2WFJK2Snp2RBwraT9Jj1l34e1baduutl2nXQ7ms53vJukFEfEoSV/QYBQImIjQxYoi4qaIOG7s50RJ10gaDlce3f0/atL0b0g6sBuSu4sGnxPfJenLkg7p5r1FBMVK2/ZaSUdKku2DtHQR/jtsb7O9RYNt+e+rLAfz3c4P6Kbz/MWKuDgG1sT2fpLeIWmbpJsknRwRt9s+R9JpEXGT7TdK+jlJuySdEhHX236apBdocMJ3ekR8wPZPSvqLbr6rI+IFNR5TFt2Q+1mSDpL0XUlPl/T7ks6KiCttv1jSL2kwUnBqRFxh+5GS/ld32xkRcabte3fL2SrpsxHx/OIPJrE5bucDJL1L0mYNjoVTIuK24g8ITSB0AQAohOFlAAAKIXQBACiE0AUAoBBCFwCAQghdAAAKIXQBACiE0AUAoBBCFwCAQghdAAAKIXQBACiE0AUAoBBCFwCAQghdAAAKIXQBACiE0AUAoBBCFwCAQghdAAAKIXQBACiE0AUAoBBCFwCAQghdAAAKIXQBACiE0AUAoBBCFwCAQghdAAAKIXQBACiE0AUAoBBCFwCAQghdAAAKIXQBACiE0AUAoBBCFwCAQghdAAAKIXQBACiE0AUAoBBCFwCAQghdAAAKIXQBACiE0AUAoBBCFwCAQghdAAAKIXQBACiE0AUAoBBCFwCAQghdAAAKIXQBACiE0AUAoBBCFwCAQghdAAAK2TKPhWy664+H7vi+ZI/c2v3d3eaRv5dmGZk2Nv/oPB6bf2leaWTq3vPsnm2ZZUvyhNtGFr/XsvZazVqWtecNI49v7zsus8m6OfZclkemj2+zPfbM+HZZZj3j23aPZU9YxtL99nw83vvRT9oMK9e84v323g6r388rLnOv++8x36Q5V1jGMrNPWvakfyc8a5dqiZiw5LHbVponxv6f9n4j0/euLyYsbu/7Taollqtrj/tMmGeG+fdcxwrbYbzO7v+YeD8plpl/8rSleWLC/MN5lt8eS3/HpGkTH+vYaiaub/K0GFnm3ttzmfnH/5mw2fd+DHs/dSaVO3xck1az1/1WnScmzz/haTw+z826/YMRcYJmMJfQ1R3f15b7PUnetFnetFmS9v69ebM2LTdt06YV7zd+2+hylr3fps3y5gm37V5G17APf9t739b93mTvfdvu/5fCdtL9N3mZZW7y7vu5G28Yvf9yy9y8ydo88vf47y3LTts0cf7Nnjz/llXWM9O04WOxtdl7PtaVpg233WaP/D3VNO1e9tI0jd1v8rRhQG4aO+nZZK08TXsuf2nekefHMChXmrZ7OStNW6pzd+jGru7/Xbv/1orTxn7v2jWYvse0pfvvPW3XnsvtlrH7fuPTRn/v2tn9Obzfzt2/Y+fOPZe1e96du2+LkfmH8y7db+fY/XZNvm34//C2CeuNsflj59LvSbft2rn6/Lt2TresQSm7Rm7be9m75xvOs8e0GJs2/D9Glrl02+7HsCvGpi3NO+sylx7znsscbKux9XTPtZ0R6m7Szt23aYppk+dfbdquZdYzzTIl6a26YX/NiOFlAAAKIXQBACiE0AUAoBBCFwCAQghdAAAKIXQBACiE0AUAoBBCFwCAQghdAAAKIXQBACiE0AUAoBBCFwCAQghdAAAKIXQBACiE0AUAoBBCFwCAQghdAAAKIXQBACiE0AUAoBBCFwCAQghdAAAKcUSsfyH21ZK+v/5yUMn+km6uXQTWjP3XLvZd2/aJiPvPcoctc1rx9yPiqDktC4XZvpz91y72X7vYd22zffms92F4GQCAQghdAAAKmVfonjGn5aAO9l/b2H/tYt+1beb9N5c3UgEAgNUxvAwAQCGELgAAhaw5dG0fYvvrti/qfp41YZ432L7E9oW2D15XpZgr2w+1/THb/2z73ba3TpjniyP7949r1IkB25ttn90dT+fbvtvY9BfZvrT7eVCtOjGZ7cO6fXep7Qts/+jY9Iu66RfZPqdWnVie7e+MtIcvH5s29fG33s/pXhwRv7JMgUdIOjAittveLumlkn5znevD/HxO0iMiYqftt0h6qKSLx+b5dkQcV7wyTHKCpBsj4mTbJ0t6rqTXSVIXwE+Q9HBJPyHpLZKeWKtQTPRVSY+OiNts/w8N9s/bx+Z5XETcWr40TOlfJ7WHsx5/6xleDklH2/6o7XfavsvY9CMkXdH9fVn3P5KIiFu6wN0k6b6SPj9htjvZ/ojtD3YnUajncC1/PB0m6eoYuFGDqxwhkYi4NSJu6/49UtKnx2b5T0kf6HpRx5StDlP6iW404r227zly+0zH36o9XdsHShof7vhmRJwo6eBunhdJep6kN47Nt3O15WNjrbT/usB9s6S/iIivjt83Ih7YLeNnJb1G0pM2ul6saKXjiWOtAbZ/R9IVEXHl6O0R8bhu+o9Lerekh1QoDyuIiHtIku0TJb1C0qkjk6c+/lYN3Yi4SdJx47d3XepvR8QuSd+TdKexWa6R9OTu76O7/1HYCvtvP0lvlfRXEfGBCdP3kbQ5Ir6rwf79wQaXipVdI+lhkt6rvY+nazXoPcn2QeJavul075l4k6TLIuKsCdN/NCK+KY61lLr28raIuF1776OZjr/1vKZ7lKRX2f5et5Jndis9R9JpEXGN7a/ZvljSLkmnrGNdmL//rsHruPfq3hTwfyPiz4f7T4OXD/7W9g8k3SFej6/tg5Ke1h1P35X09O7NbWdFxJW232f7o5KsPc/AkcNTJZ0o6ae7N51eLOlHJJ0l6SpJf2d7OO/LJ9wfdR0i6W22/1OD0H32Wo8/Lo4BAEAhfE4XAIBCCF0AAAohdAEAKITQBQCgEEIXAIBCCF2gUbaPs/2w2nUALeiuMf812/dfw31/YeS6yxfb/vBa61jvtZcB1HOcpFslXVq5DiC9iPgV22cN/7f925KO1+CaBP81Ir6wwn3Pl3R+d7+nS7rHWuugpwtU1H1b15dt/43tf7V9nu3n2/4X2zfYfpTtrbb/zPanbX/O9sm27y3ptyS91PbnbT/e9l1tv8P2VbY/Y/v4bh1n2X677cu6D/H/jO3LbV9r+0rbP113KwBl2X6ApJ+MiEdo8OUhL53yfvtocMnjt6x13fR0gfp+SNIrIuILtj8m6VBJPyfpMRpcnegfJX0xIl5g+66SPqXB5SDfLOnWiHi9JNl+s6RzI+LXu1C+pFuWJH1b0kO6L7n4W0mvioi/s32IBmf6wCI5XNJDbV/U/f8VafAVixPmfWx3+UdpcLW+t418ecXMCF2gvq+NDG39m6RPRMQu21+UdE8NvtbvPraf383zw5IOmrCcEyQ92vYfDefrQlqSPhIRw4uyXynpd23fV9I/RsRV835AQHJf1OCYeK60+9rKWumrTG0fIOnxmnAt+1kwvAzksmvsb2twnP5aRPxU93PPiLh6wn03STp2ZL57RMR/jM8UEX+gwdD0PpLea/uEDXgcQCrd94Yfq8H3UN9d0vXdm6I+osGQ8WpOl/Tq7kt+1oyeLpDfhyS92PbTI+IHto+V9ElJ39LguzzlwdXyPyTpZbZfrEFYPzoi/nF8YbafpEEP9+O27y7pv0ja65umgD6JiPEvbblA0qvWcf81oacL5PdGSV+VdLXtGyT9tgavw75b0iNtX6vBsNfLJf2YpM9L+pKkZy2zvAdL+rztazR4zfesjSwewBK+ZQgAgELo6QIAUAihCwBAIYQuAACFELoAABRC6AIAUAihCwBAIYQuAACFELoAABTy/wFlTxjHKO1EDAAAAABJRU5ErkJggg==\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Flatten both SMs just to be sure\n", "hsm.flatten()\n", "psm.flatten()\n", "\n", "poppy_to_hcipy_index = {\n", " 1: 2, 2: 1, 3: 0, 4: 5, 5: 4, 6: 3,\n", " 7: 10, 8: 9, 9: 8, 10: 7, 11: 6, 12: 17, 13: 16, 14: 15, 15: 14, 16: 13, 17: 12, 18: 11,\n", " 19: 24, 20: 23, 21: 22, 22: 21, 23: 20, 24: 19, 25: 18,\n", " 26: 35, 27: 34, 28: 33, 29: 32, 30: 31, 31: 30, 32: 29, 33: 28, 34: 27, 35: 26, 36: 25}\n", "\n", "for i in [35, 25]:\n", " hsm.set_segment_actuators(poppy_to_hcipy_index[i], aber_to_opd(aber_rad, wavelength) / 2, 0, 0)\n", " psm.set_actuator(i, aber_to_opd(aber_rad, wavelength) * u.m, 0, 0)\n", " \n", "# Display both segmented mirrors in OPD\n", "\n", "# HCIPy\n", "plt.figure(figsize=(8,8))\n", "plt.title('Phase for HCIPy SM')\n", "hcipy.imshow_field(hsm.surface * 2, mask=aper, cmap='RdBu_r', vmin=-5e-7, vmax=5e-7)\n", "plt.colorbar()\n", "\n", "# Poppy\n", "plt.figure(figsize=(8,8))\n", "psm.display(what='opd')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Show focal plane images" ] }, { "cell_type": "code", "execution_count": 16, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 16, "metadata": {}, "output_type": "execute_result" }, { "data": { "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "image/png": "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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "### HCIPy\n", "# Apply SM to pupil plane wf\n", "wf_fp_pistoned = hsm(wf)\n", "\n", "# Propagate from SM to image plane\n", "im_pistoned_hc = prop(wf_fp_pistoned)\n", "\n", "### Poppy\n", "# Make an optical system with the Poppy SM and a detector\n", "osys = poppy.OpticalSystem()\n", "osys.add_pupil(psm)\n", "pxscle = 0.0031*fac # I'm tweaking pixelscale and fov_arcsec to match the HCIPy image\n", "fovarc = 0.05*fac\n", "osys.add_detector(pixelscale=pxscle, fov_arcsec=fovarc, oversample=10)\n", "\n", "# Calculate the PSF\n", "psf = osys.calc_psf(wavelength)\n", "plt.figure(figsize=(10, 10))\n", "\n", "# Get the PSF as an array\n", "im_pistoned_pop = psf[0].data\n", "\n", "### Display intensity of both cases image plane\n", "plt.figure(figsize=(18, 9))\n", "plt.suptitle('Image plane after SM for $\\phi$ = ' + str(aber_rad) + ' rad')\n", "\n", "plt.subplot(1, 2, 1)\n", "hcipy.imshow_field(np.log10(im_pistoned_hc.intensity / norm_hc))\n", "plt.title('HCIPy pistoned pair')\n", "plt.colorbar()\n", "\n", "plt.subplot(1, 2, 2)\n", "plt.imshow(np.log10(im_pistoned_pop / norm_pop), origin='lower')\n", "plt.title('Poppy pistoned pair')\n", "plt.colorbar()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Image degradation as function of rms piston errors\n", "\n", "We will plot the " ] }, { "cell_type": "code", "execution_count": 17, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Aber in rad: \n", "[ 0. 0.12822827 0.25645654 0.38468481 0.51291309 0.64114136\n", " 0.76936963 0.8975979 1.02582617 1.15405444 1.28228272 1.41051099\n", " 1.53873926 1.66696753 1.7951958 1.92342407 2.05165235 2.17988062\n", " 2.30810889 2.43633716 2.56456543 2.6927937 2.82102197 2.94925025\n", " 3.07747852 3.20570679 3.33393506 3.46216333 3.5903916 3.71861988\n", " 3.84684815 3.97507642 4.10330469 4.23153296 4.35976123 4.48798951\n", " 4.61621778 4.74444605 4.87267432 5.00090259 5.12913086 5.25735913\n", " 5.38558741 5.51381568 5.64204395 5.77027222 5.89850049 6.02672876\n", " 6.15495704 6.28318531]\n", "Aber in m: \n", "[ 0.00000000e+00 1.30204082e-08 2.60408163e-08 3.90612245e-08\n", " 5.20816327e-08 6.51020408e-08 7.81224490e-08 9.11428571e-08\n", " 1.04163265e-07 1.17183673e-07 1.30204082e-07 1.43224490e-07\n", " 1.56244898e-07 1.69265306e-07 1.82285714e-07 1.95306122e-07\n", " 2.08326531e-07 2.21346939e-07 2.34367347e-07 2.47387755e-07\n", " 2.60408163e-07 2.73428571e-07 2.86448980e-07 2.99469388e-07\n", " 3.12489796e-07 3.25510204e-07 3.38530612e-07 3.51551020e-07\n", " 3.64571429e-07 3.77591837e-07 3.90612245e-07 4.03632653e-07\n", " 4.16653061e-07 4.29673469e-07 4.42693878e-07 4.55714286e-07\n", " 4.68734694e-07 4.81755102e-07 4.94775510e-07 5.07795918e-07\n", " 5.20816327e-07 5.33836735e-07 5.46857143e-07 5.59877551e-07\n", " 5.72897959e-07 5.85918367e-07 5.98938776e-07 6.11959184e-07\n", " 6.24979592e-07 6.38000000e-07]\n" ] } ], "source": [ "# Aberration range\n", "aber_array = np.linspace(0, 2*np.pi, 50, True)\n", "print('Aber in rad: \\n{}'.format(aber_array))\n", "print('Aber in m: \\n{}'.format(aber_to_opd(aber_array, wavelength)))\n", "\n", "# Apply pistons\n", "hc_ims = []\n", "pop_ims = []\n", "for aber_rad in aber_array:\n", " # Flatten both SMs\n", " hsm.flatten()\n", " psm.flatten()\n", "\n", " # HCIPy\n", " for i in [34, 25]:\n", " opd = aber_to_opd(aber_rad, wavelength)\n", " hsm.set_segment_actuators(poppy_to_hcipy_index[i], opd / 2, 0, 0) # hcipy uses SURFACE, not OPD\n", " psm.set_actuator(i, opd * u.m, 0, 0)\n", "\n", " # Propagate to image plane\n", " \n", " # HCIPy:\n", " # Propagate from pupil plane through SM to image plane\n", " im_pistoned_hc = prop(hsm(wf))\n", "\n", " # Poppy:\n", " # Make an optical system with the Poppy SM and a detector\n", " osys = poppy.OpticalSystem()\n", " osys.add_pupil(psm)\n", " pxscle = 0.0031 * fac # I'm tweaking pixelscale and fov_arcsec to match the HCIPy image\n", " fovarc = 0.05 * fac\n", " osys.add_detector(pixelscale=pxscle, fov_arcsec=fovarc, oversample=10)\n", "\n", " # Calculate the PSF\n", " psf = osys.calc_psf(wavelength)\n", "\n", " # Get the PSF as an array\n", " im_pistoned_pop = psf[0].data\n", "\n", " hc_ims.append(im_pistoned_hc.intensity.shaped / im_pistoned_hc.intensity.max())\n", " pop_ims.append(im_pistoned_pop / im_pistoned_pop.max())\n", " \n", "hc_ims = np.array(hc_ims)\n", "pop_ims = np.array(pop_ims)" ] }, { "cell_type": "code", "execution_count": 18, "metadata": {}, "outputs": [ { "data": { "image/png": "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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "### Quantify with image sums\n", "sum_hc = np.sum(hc_ims, axis=(1,2))\n", "sum_hc /= sum_hc[0]\n", "sum_pop = np.sum(pop_ims, axis=(1,2))\n", "sum_pop /= sum_pop[0]\n", "\n", "plt.suptitle('Image degradation of SMs')\n", "plt.plot(aber_array, sum_hc, '-', label='HCIPy SM')\n", "plt.plot(aber_array, sum_pop, '--', label='Poppy SM')\n", "plt.xlabel('phase aberration (rad)')\n", "plt.ylabel('image sum')\n", "plt.legend()\n", "plt.show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## A mix of piston, tip and tilt (PTT)" ] }, { "cell_type": "code", "execution_count": 19, "metadata": {}, "outputs": [], "source": [ "aber_rad_tt = 500e-6\n", "aber_rad_p = 1.8\n", "\n", "opd_piston = aber_to_opd(aber_rad_p, wavelength)\n", "\n", "### Put aberrations on both SMs\n", "# Flatten both SMs\n", "hsm.flatten()\n", "psm.flatten()\n", "\n", "## PISTON\n", "for i in [19, 28, 23, 16]:\n", " hsm.set_segment_actuators(poppy_to_hcipy_index[i], opd_piston / 2, 0, 0)\n", " psm.set_actuator(i, opd_piston * u.m, 0, 0)\n", " \n", "for i in [3, 35, 30, 8]:\n", " hsm.set_segment_actuators(poppy_to_hcipy_index[i], 0.5 * opd_piston / 2, 0, 0)\n", " psm.set_actuator(i, 0.5 * opd_piston * u.m, 0, 0)\n", " \n", "for i in [14, 18, 1, 32, 12]:\n", " hsm.set_segment_actuators(poppy_to_hcipy_index[i], 0.3 * opd_piston / 2, 0, 0)\n", " psm.set_actuator(i, 0.3 * opd_piston * u.m, 0, 0)\n", " \n", "## TIP and TILT\n", "for i in [2, 5, 11, 15, 22]:\n", " hsm.set_segment_actuators(poppy_to_hcipy_index[i], 0, aber_rad_tt / 2, 0.3 * aber_rad_tt / 2)\n", " psm.set_actuator(i, 0, aber_rad_tt, 0.3 * aber_rad_tt)\n", " \n", "for i in [4, 6, 36]:\n", " hsm.set_segment_actuators(poppy_to_hcipy_index[i], 0, aber_rad_tt / 2, 0)\n", " psm.set_actuator(i, 0, aber_rad_tt, 0)\n", " \n", "for i in [34, 31, 7]:\n", " hsm.set_segment_actuators(poppy_to_hcipy_index[i], 0, 0, 1.3 * aber_rad_tt / 2)\n", " psm.set_actuator(i, 0, 0, 1.3 * aber_rad_tt)" ] }, { "cell_type": "code", "execution_count": 20, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 20, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": "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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "image/png": "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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Display both segmented mirrors in OPD\n", "\n", "# HCIPy\n", "plt.figure(figsize=(8,8))\n", "plt.title('OPD for HCIPy SM')\n", "hcipy.imshow_field(hsm.surface * 2, mask=aper, cmap='RdBu_r', vmin=-5e-7, vmax=5e-7)\n", "plt.colorbar()\n", "\n", "# Poppy\n", "plt.figure(figsize=(8,8))\n", "psm.display(what='opd')" ] }, { "cell_type": "code", "execution_count": 21, "metadata": {}, "outputs": [], "source": [ "### Propagate to image plane\n", "## HCIPy\n", "# Propagate from pupil plane through SM to image plane\n", "im_pistoned_hc = prop(hsm(wf))\n", "\n", "## Poppy\n", "# Make an optical system with the Poppy SM and a detector\n", "osys = poppy.OpticalSystem()\n", "osys.add_pupil(psm)\n", "pxscle = 0.0031 * fac # I'm tweaking pixelscale and fov_arcsec to match the HCIPy image\n", "fovarc = 0.05 * fac\n", "osys.add_detector(pixelscale=pxscle, fov_arcsec=fovarc, oversample=10)\n", "\n", "# Calculate the PSF\n", "psf = osys.calc_psf(wavelength)\n", "\n", "# Get the PSF as an array\n", "im_pistoned_pop = psf[0].data" ] }, { "cell_type": "code", "execution_count": 22, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 22, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": "iVBORw0KGgoAAAANSUhEUgAAA/UAAAI7CAYAAACtLruJAAAABHNCSVQICAgIfAhkiAAAAAlwSFlzAAALEgAACxIB0t1+/AAAADl0RVh0U29mdHdhcmUAbWF0cGxvdGxpYiB2ZXJzaW9uIDIuMi4yLCBodHRwOi8vbWF0cGxvdGxpYi5vcmcvhp/UCwAAIABJREFUeJzsvXm4LVdV7v2O1e72tDnpIcFACL0oiqJAPkNrA3LlXrlgExv4BFFU9FPE714UUexoxDYiBB7ggiKIiAgoJgGxCwLSJQRCetKcdp/dra7G/WOOUTWqVu19+r3P2uf9Pc9+1tqrqmbNmjWr5pyjFVUFIYQQQgghhBBCJo/GZleAEEIIIYQQQgghxwcX9YQQQgghhBBCyITCRT0hhBBCCCGEEDKhcFFPCCGEEEIIIYRMKFzUE0IIIYQQQgghEwoX9YQQQgghhBBCyITCRT0hhGwxROQSERmKiNrnUza7TseLiFwuIndsdj2qiMhrReSgiCyKyEOtrR94ks8hIvJSEfmSiKyIyF0i8hG/n9Y2KiJXVY57hv3+6+uU/YMicruIrIrI809mvU8Wp6JNydEhIlev138IIYScXnBRTwghWwxV/Yqqtuzfy1T1w5taoS2GiDwKwPMBPATAdgA3nqJT/QyA5wB4BoA5AN8M4K8BfEPY5wCAZ4rIueG3nwNwyxHK/n0ALwIwDeAtJ6m+hBBCCNkEuKgnhJAzBBG5RkSuEpHrRGTJ/n+siLzftM6fF5FHhv3/TkT2iciyiHxWRL4zbDtLRN4lIodE5A4RuTVq9kTku0Tk0yJyWEQ+ISIPP0K9rhaRj1t5HxaRc9bY9yoRuc80zDeJyJVh29Ui8hd2PYdE5L/ieUXkMtN0HzLt97PXqdN3ishXTUO+V0TeKiLTtvk/AcwCuB3AtQBcaHKDWUa84EhtYFroX7E69kTk/jXV+A4Ab1fVG1R1pKp3qOofquqrwz7LAN4K4CVW7jcAmLd6rXVt/whgB4D3Ahikn+Q8Eflr6wc3iciPhv1fYffkbSKyX0T+zKwE7haRXxWR20TkJtt3vT5zjYj8qX0eFpF/FpELwvYn2zFLIlKqv4hsE5E32724VUReJiJi2660dvwT6xt3icj3iMir7B7uE5FfWKc9Hm39YUlEDojI+0Rkj2272O7Vz1m79Oz3E+mHj7b+sCQiXxCRBRF5km1riMgvishXrC7vEpGdtu1yEblHRH5T0jO3T0R+RER+VkRutHO9LpznaMp6ld2/vSLyM7bthwD8EIBftv788bXajhBCyOkBF/WEEHJm8TAAPw3gfAAzAN4N4I/s/2sB/FrY9+UAHoC0gP0pAO8UkaZtewvSgvL+AB4D4Ct+kC0s3wzgxQD2APgrAH8pIuuNOfcH8BMALgRwGMBvrbHfGwA8GEnD/L0A3iAi54XtjwDwGgDnAfg3AL9hdZoF8BEA7wJwDpKm/U0icvEa5/kM0qJ6DsDXAdhpbQAAVwC4U1VbqvrtqnqF/X6Z/XbVUbbBgwB8N9Ii/M6aOvwHgJ+xReuD12m/1wP4MRGZB/BSAL+zxn4AgJr69gC8HcCtSO3//QB+Q0QuD4c9EqmvnIfUfwBgN9K9eiSAR9lv6/UZIN2fnwdwLoAFAL8IACJyPwB/CeCXkQQOP1lzjXNIbXYF0qLzh8P2iwB83M79WgB/A6CP1Defaddz1hpNchuA77Hzng/gawB+tbLPOQC+HakfAMffD+cA/B3S87MbwPcB6IXjftp+u8KuqYHys7DT6vcwJEuLNwG4FMDlSJYczxeRrz+GsvYi3bv/DuB3RORsVX0rkqDoN7yPr9FuhBBCThO4qCeEkDOLN6vqp1X1EIDrAPyDqn5QVZeRFhuXhn0vRJrc3wbg/UiLz/uZFvNpAH5GVQ+p6t22j/N8AH+iqh9X1VWkxc39kBbHa/EOVf2cqh62/Z+2xn7bAfwhgK8C+ATSQu/BYftfqeo/2fW8D8Bl9vt3A/iqqr5RVVdV9VqkReCT1jjPCoAXAvgkgJutPg9dp/5VjqYNXqmqt6lqX1VHNWX8JoA/A/BLAL4I4LCIvEPKpvZQ1TsAfAjAKwF8E9Li+KgRkQsBPAHAy1R1UVX/E8AbUV40/4Oq/rWq9lR1xX67R1V/V1UPWnsDa/SZUM6bVPV6VV0C8AEU9+d/AviIqr5fVQeq+rlQvwaA5wJ4uaoeUNUvA/i9Sv0+q6pvU9VFAB+0dvlVVd2nqh8HcAhr979lJEHGx5EEGz+C8Xv9clW9J1zn8fbDpwO4S1X/1PrhFwEsheP+XwC/pKq3qOoCkoDmO8P2e1X19+35/YD99mpV/Zqq3ojUTy49hrJea236T9ZGjGFACCETCBf1hBBy5rIKQCr/dwBARB4H4J1IC/3HIGkxAaCFtDjaZwuLOi4C8DIzTV5FWiB3kbSWR8NeALuqP5pW/cNIWvRvQ9J03mp1qiO/HqvTt3mdrF5PQtIY1/F/AHwjgCuRrAhetc556jjRNoAtbl+lqpcB2IakTb4QwFU1u/8ukgn+H6whIFiPCwDsDwtWILkWXLDG/rUcoc/UEe/PA5AWyHXssf1iwMT16rd6hHNVeR2AZwH4WQCXIC2G17zXJ9gPvw7BqqWGiwB8MPSb6wCcvU65wBrP8DGWVT2WEELIBHEsExRCCCFnDo8H8GFVzReQ5sIMAPsAbBORlqoOa469E8Cvqeorj/Pcay3wHgvgxuhTHup0JO4EcE0wPT8STwDwLar6maM8T4by4upE2wAi0lHVPgCYBvqjIjID4NXVfVX1MyLyEgB/fhynuhPALhGZNQ06kLTrdS4B67FenzkSe5EEFnXch2RKfz8UQQmPp35r8QQkjfYngKOq84n0w31IQoC1uBPAj6rqx462wFNU1gjl/kwIIeQ0hpp6QgghdXwFwCNE5BwR2SEi0Rf3ZqTo6j8tItMi8ngAjwvb3wzgpyQFPuuKyP0soNfcOue71Mq6EMD/RjL/rqvTxSLyQBGZEZGfx9Frkz8A4KEi8mIRmReRXSLy9OB/XHeu7xCRll3f845Q/u0Anupl4/jaoMoHReTnReQCC3r2IKSI+H9Vt7OZZS/VbVsPM9//GIBXi8icxQP4cRx7VPz1+syR+FukKP6PEpHtJqDw+mUA3oHkF79TUpq7lx5H/dar9+Ui0pYUKPJFR7H/8fbDjwB4rIg8XkRmReS5SJYIzpsA/K6IPFxEOpKCO155jNdzMsq6HcDj7T6ef5znJ4QQskFwUU8IIVsMsTz19u8Ncnx56t8D4KNIC5j/QgpqBiBfZD0XKVjZAaRF+NeQtKkwjefzkXzC9yEFCnsSkvZvLa5AMmH+FJJv82urO6jq9Uip2K5HEiyci6ThPSKqehDAU5B8628B8GUkc+veGoc8Hylw3wKAXwHw6SOc4ueRgsTdA+DJx9kGVa4G8F1I0fZXkfzmP4RyMMOTxXORtN93APgLAL+sqtccYxlr9pkjoaoeTO7DAD4PoBrU7iVIQflusnO8FSdvUf9SJG39AoA/Qar7enU9kX54K1Kshncg9ZXvQLquvu3yO0hZCd4D4CBSXIK1LBiOxImU9SdI1pz3IAXSJIQQchojqrrZdSCEEDLhiMjfAPhrVX3TcRx7DYC3qWqddp6QLYsku/0DAL5BVW/e7PoQQgiZTKipJ4QQcsyIyLeZOW/HUp99O4p87YSQNRCR7zaXimkkC4TbsHaQQEIIIeSIMFAeIYSQ4+GbAPwvpDzdNwH4YfPNJoSszw8AeBeAIZIJ//crzSYJIYScADS/J4QQQgghhBBCJhSa3xNCCCGEEEIIIRMKF/WEEEIIIYQQQsiEwkU9IYQQQgghhBAyoXBRTwghhBBCCCGETChc1BNCCCGEEEIIIRMKF/WEEEIIIYQQQsiEwkU9IYQQQgghhBAyoXBRTwghhBBCCCGETChc1BNCCCGEEEIIIRMKF/WEEEIIIYQQQsiEwkU9IYQQQgghhBAyoXBRTwghhBBCCCGETChc1BNCCCGEEEIIIRMKF/WEEEIIIYQQQsiEwkU9IYQQQgghhBAyoXBRTwghhBBCCCGETChc1BNCCCGEEEIIIRMKF/WEEEIIIYQQQsiEwkU9IYQQQgghhBAyoXBRTwghhBBCCCGETChc1BNCCCGEEEIIIRMKF/WEEEIIIYQQQsiEwkU9IYQQQgghhBAyoXBRTwghhBBCCCGETChc1BNCCCGEEEIIIRMKF/WEEEIIIYQQQsiEwkU9IYQQQgghhBAyoXBRTwghhBBCCCGETChc1BNCCCGEEEIIIRMKF/WEEEIIIYQQQsiEwkU9IYQQQgghhBAyoXBRTwghhBBCCCGETChc1BNCCCGEEEIIIRMKF/WEEEIIIYQQQsiEwkU9IYQQQgghhBAyoXBRTwghhBBCCCGETChc1BNCCCGEEEIIIRMKF/WEEEIIIYQQQsiEwkU9IYQQQgghhBAyoXBRTwghhBBCCCGETChc1BNCCCGEEEIIIRMKF/WEEEIIIYQQQsiEwkU9IYQQQgghhBAyoXBRTwghhBBCCCGETChc1BNCCCGEEEIIIRMKF/WEEEIIIYQQQsiEwkU9IYQQQgghhBAyoXBRTwghhBBCCCGETChc1BNCCCGEEEIIIRMKF/WEEEIIIYQQQsiEwkU9IYQQQgghhBAyobQ2uwKEEELOLJ76/8zqvv2jU3qOT/5X70Oq+rRTehJCCCGETCxbaT7CRT0hhJANZd/+Ef79Q/c/pedonnfTWaf0BIQQQgiZaLbSfISLekIIIRuKAsiQbXY1CCGEEHIGs5XmI/SpJ4QQQgghhBBCJhRq6gkhhGwwipFuDck4IYQQQiaVrTMfoaaeEEIIIYQQQgiZUKipJ4QQsqEkHzbd7GoQQggh5AxmK81HqKknhBBCCCGEEEImFGrqCSGEbDhbJdosIYQQQiaXrTIfoaaeEEIIIYQQQgiZUKipJ4QQsqEoFCPdGj5shBBCCJlMttJ8hJp6QgghhBBCCCFkQqGmnhBCyIazVaLNEkIIIWRy2SrzEWrqCSGEEEIIIYSQCYWaekIIIRuKAhhtEck4IYQQQiaTrTQfoaaeEEIIIYQQQgiZUKipJ4QQsuFsFR82QgghhEwuW2U+Qk09IYQQQgghhBAyoVBTTwghZENRYMvkhSWEEELIZLKV5iPU1BNCCCGEEEIIIRMKNfWEEEI2nGyzK0AIIYSQM56tMh+hpp4QQgghhBBCCJlQqKknhBCyoSh0y+SFJYQQQshkspXmI1zUE0II2VgUGG2NMZQQQgghk8oWmo/Q/J4QQgghhBBCCJlQqKknhBCyoSi2TmAaQgghhEwmW2k+Qk09IYQQQgghhBAyoVBTTwghZIMRjCCbXQlCCCGEnNFsnfkINfWEEEIIIYQQQsiEQk09IYSQDUUBZKdptFkRaQL4KICvB3CBqi5ucpUIIYQQcgo4necjxwo19YQQQoihqiNVfSKAT212XQghhBBCjgZq6gkhhGw4G+DDdpaIXB/+v0pVrzrVJyWEEELI5LBVfOq5qCeEELIV2auqj1lro4icC+CdlZ/3q+p/O7XVIoQQQgg5uXBRTwghZENRbL5kXFXvBnD5plaCEEIIIZvG6TAfOVnQp54QQggxRKQhIu8E8FAAV4vIoza7ToQQQggh60FNPSGEkA0n09NTMq6qGYDnbHY9CCGEEHLqOV3nI8cKNfWEEEIIIYQQQsiEQk09IYSQDWUr+bARQgghZDLZSvMRauoJIYQQQgghhJAJhZp6QgghG4pCMKJMmRBCCCGbyFaaj2yNqyCEEEIIIYQQQs5AqKknhBCy4WyVaLOEEEIImVy2ynyEmnpCCCGEEEIIIWRCoaaeEELIhrKVos0SQgghZDLZSvMRauoJIYQQQgghhJAJhZp6QgghG4xgpJQpE0IIIWQz2TrzES7qCSGEbCgKIKOhGCGEEEI2ka00H9kaV0EIIYQQQgghhJyBUFNPCCFkw9kqgWkIIYQQMrlslfkINfXkuBCRxcr/V4rIH4T/v09EPiciXxGRL4nIq+33T4pIJiIfC8cdEJEb7O8lG3slpWu4WEQ+t1nnn2RE5HtF5KGbXQ9CCCFnLja/uMHmHe8Rke2bUIeLReS54f9nichvnuJzXi0izz6V5zhdsXnk+ZtdD0I2Gy7qyUlHRJ4O4GUAnqSqlwD4ZgBtAFDVbwSwrKqPD4e8XVUvA/BNAH5CRB6x0XUmJ8z3AuCinhwVqikwzan8I4SckSyr6mWqeimALwL4X5tQh4sB5It6VX2vqr5sE+pxpnAlAC7qyXGxleYjnPmQU8HLALxEVe8GAFU9qKovPdJBqnoYwL8AuFREbhaRiwBARJoi8lUR2R33N2n4rSLyNhH5vIg8VUT+VES+LCI3icjbRaRl+94iIleZ9cAXXassIueIyIdE5EYA7wpld2z/G0XkUyLy7fb7lSJyrf19WUReISKvE5EviMin66TFInJWsES4QUSeZ79fbpYLf2O/P0xE/s40DF8Wkd8LZayIyBvtPNeLyLn2+6Ui8jG7pk+KyN+G+r9BRD5j237Qfn+FiPytiPyrWVG8RETeaue/TkRmbb/LROQfrV2vE5EHrNWOIvLNAJ4F4PVWzqOOppMQQgghp5APAbgUAETkxTZmfVFEXmS/XSwid5hG/wYR+XsR2WbbbhGRN4vIf4nIZ0Xk4SIyLyJ3iciM7bPT5iZVV9bfBHC5lfkKEXm2iFxtx1wtIn8lIv9hxz7Hfr9SRD5uc4ubK+P/M2z/L4rIO0Ska7//uM0VPgXgiroGEJFH2HzoBhu3nxzO9w82zn9JRLbZtX7J9n9paKPbReQvrYx/FJFp2/ZYEflPm5d8Vsxa08p6W2i7p4Zr/wubq9wkIj8qIn9t398jImL7PU5EPmHzj78Tm/vVzYNE5FlIiqN3W/3OOoH+QshEw0U9OV5mJCxUkQYx5yEArj/WAkXk6wA8EcC/A3gLkvQVAL4LwL+o6r6aw2YB/IaqPkxVPwTg/1fVB6rqgwDsBvCksO/fq+rDAfwxADfzfy2A96jqgwH8cNj3hQAa9vv/APAWH0iNZwD4BgC/COCjqvpQAB8MdY4sAPgWs0a4AsDvhG3zAF5kmoXPA7jSNAyXAXiqiFxm+zUBvNHOcx2AH7Hfrwbwa6r6EJQ1Ej8N4CZVfRSAxwL43z5ZAbCI1M5PB/DbAN5gdbsTwDNtYP1TAD+mqg8D8DoAr1qrHVX13wG8175fpqqfqWkDQkpkkFP6Rwg5c7Hx+kcBXCciXw/gxwE8xv5eICKPtF1bAH7OxsCvAnhBKOYvVPWRAH4dwKtN8fAhAP/dtv8ggP+jqsPK6V8G4BobD19RU70vIS1EnwjgNWFu0UOa7zwEwBUi8hgRuRBpPH+CjfN7AfywiDwEwM8A+EZVfTSAf16jKW4G8Ci7vh8H8MqwbRrAs1X1UlVdQLKuvBTAowH8ogsvAHSR5laXATgE4HtFpA3gbQB+0OYlfxLK/Y3Qdk9Dmis4t9u1/yTSvPEXbL52LoBvlaRY+G0A323zj38A4EqhsXmQqr4Xac74bGvvvWu0AyFrslXmIwyUR46XZXvBA0hSX6TBEkgDxbHwPJPkHgbwk6p6u4i8CcA1IvJKpIHoNWsce7eqfiH8/w0i8lMAHoA0SJwTtl1nn58H8GT7fgWKhfhq2PdyAL8PAKp6k4jcAeDBtu2zqnoIAETkPgCfsN9vQhoMq2QAXiIi3wVgzurlfElV7wj/P1lEfhTAeQDuZ/W/AUBfVf811P/rbfC7n6p+xH5fCuU8DcADXCOBJPy4v32/XlV7IvJlAANV/Y9Q//MAXIDkCvH3JjhvIC34nbp2JIQQQjabGVM0tAC8G0ko/SIA71PVJQAQkfchjfF/A2Cvqt5ix74fwA+Esv4j/P5a+/5GpMXoW5CE6993HHX8pKoqgNtsbnGR/f5FVV20On4YSXGwDODrAXzKxuMukqLgCgDv9bkIyvOXiAB4pYhcjjQP6IRtn1LVA+H/54jI/wCwC8B2AHvs93tV9Qb7/nkkU/dLkeZfn7ffq/OPJ4nIb9v/s0Gp8C+qOrL5x32qepP9/mWk+UcDwCMAfMKut41CYDE2D1rjmgk5I9nQRb2IvBvAEwB8h6oeV0AySabLv6WqF57UypGTyReRFvhrSY6rvF1VXxx/sIX9l5Ak4Zeo6jVHKkRELkYaaL8LwCcBvAGoFZGNwu8dAFUpe23xSOksq2SV73XnexmARwL4TlXdK5Ugg/kJRB6PpG1/hqreKMmUfr36TwHor1HfBoDnquq/Vc6RB9JR1cwGzWr9GwBuNa3AesR2JOSoUQAjGooRQk4+JYUDAFTGOWDt8bwDYGW931X1n0Vkt4j8ANKi9OYTrO+RztkA8Jeq+sK40czjB0dR/uutnCciCQRqrSglueh9P4Dn2Pzrczix+ccTVfWeyjnivxnKxPnHJ1T16etcU6wHISfEVpqPbOhVqOqzAfyd/y8iL5fkr3utiFx6pOPtJboTwN2nsJrkxHkdgDeY2RhEZC5IbI+FNwL4IwBvPsr9dwC4A2lBP4Nkwn4kPo0kVQbKWvZrAfxPABCRBwK4EMlk7njYDeBaW9A/AmVJeXW/z9uC/iwU0vtazB1Bgol+lFp/BMBLzUQOIvJE94M7Cm63Y55ln9Mi8sQjHHMAZgkgNTMoQgghZJO4DsAzRGTGTMq/B4XFWUdS3J4mgB9CGjsdHzN/pPL7m5Bc1K5a43wHAFwoRs1290l/DJJy7Y7K77uQ3OOuBfAxq/sltu1ccye4HsDTRKQlIvMAHrhGXXYD+LC5DnzjGvv4fv9mC/qLABzJN/1LAB4sInvsGmOA448gme+LiDRE5ClHKCvyKQCPFJHHAoCI7BCRbz3CMZx/EIJN9Km3xc2lqvoEJPPq/+8I+z8PwDZV/YP19iObj6q+HWmw+4CI3ATgs7Do9yLySSTzuI8dRVF/iyS9fctRnvfTdq6bkQaV7vpHAAB+FsBvm1Q6mtH9MYCmpAB670by3eodTT1q+EMAzzeTwJ9HkjDX8UEA02aW9k7UaxKqvBDA+0Xk80jmhG4F8BoA9wD4nIjcCuDlR1kezCzw2UguAzcC+AKSGeB6XA3gRXa/H3mEfckZz9aJNksIOb1R1U8hjVH/aX9vCrFfzkYK0HsjkkD7XeHQd9kY+GQAvxJ+fy/SWPu+NU75XwButb9X1Gz/BRuzrwLwwzbmAsB3iMinAfwbgFep6m2q+lUALwbwHhtfPwpgt6pei7SwvxHAB7C2suC3APyeiHwRSRO/Fm8D8DizkHw9jmAFYEKClyP5s38GKfuNzz9+Caldb0CKU3DlemXVlPscAL9vdfkPpGwC6/FHAF5n++8+wr6EVNg68xEp3iUbdMIUAfR3kV4Avw7gLtt0p6o+T0SuqTnsKQD+HMnHGEjSxnep6o+f2tqSzUREvhvAD6jqcza7LqcrIjKjqsv2/ReR1uTHYxVByIbxoEfM6Gvet5Zi6eTwjEs++0lVfcyR9ySEnImYy97fWuDX6rZbADymLvCaiLwYwIWq+kvHcc6r7Zzvrvx+pZ3vxXXHnY5U5h9/DOCfVPUvNrlahBwTW2k+spmB8m4CcJ0vzM18CKp6+Rr7/6B/EZHruaA/I/hJlCPFk3FeaBOMRaTAMXwuyGmPAsi2iA8bIeSM4ycAPHOzK3Ea8CoReSZSML/rkKwaCZkottJ8ZKMD5f0hUrCOcwD8HoBbRORapGAX77PfCAEAHEWglDMeVf098LkhhBBCjgmLej+mpbdtF69zXO0xR3nOK9f4/WokF4GJQVV/FsmFkRByGrChi3pV/cnKT/+AZIJ/rOXQpJIQQiaYkTKeESGEEEI2l60yH9ka9gaEEEIIIYQQQsgZyIZp6lvTs9retgsAoM2wwcQKuZAkCktknSB+foBlumzUZBrPAw7WCWCkct7SgWsf5jXKt4VMm2LfM29Vv854HUcjDPLdY+WqGT1L4ph1KpzvYhst7nojxF8X++73JQZqrL0v/pPVqWkx4Yee/KW53n0L3+080kg/NhrFRTaszfyzdHr/x8rK7IcstFeWlSvcCPdAvEzx4uK2+rJj+arlncpll8uMyVX8N4WXU2zzMjMdv5Zqvdc7X15eTb29TUpt49/HOjaO0J/8s/wcSnwevK8Nx7cNp+xwf0Zif64+96V/1zhfqGvx3B/Fc1F3Hq20SSgq/6nueciPr3yG/fPbWne9671w7D7l9Vjn/BJzK/j+rZrjKn29rqzBgf0YLS2ddBG2QrZMXlgyeTS3zWp7zw7UxgnOKg9r6TmuvptqHo3KLqXh357N1nL6cThdHF99l43aXtmawupeRFrZZ733Sd21Of5Y2rjs4zNQjEF5ceH61dttaO8qn1fEWebRvJO1fDwAiMdh9zmDbRvFeO8tLde77h1ZnVfUzDEzG0BGwzgRslO004lbNldpyPicpb7Z06+uDRxmqezhqLi5zWYqq22Ts1ZN2Y3KXC/2X5+reNn9rGj40XL63pwZls7RjHMJrN0m+fzEzjHIUr37q8U5Wp1UZrs5XnZ1gjGqmecUc59U/zhP0UEjHg5YW9Xd47xN4jxnZH2q8ozVzlQr/b90Xlm7b429S7KaZzOr1ANhDuTz5ppzjF3TKLw3/JXgx9cNq9X5Xc09lmqf0pr623mbIQ9UZu+p/Dk/lvcPMLYmydsmrnkE6B/ej+HKyZ+LpGptnfnIhi3qO/O7cMnzfg4A0N9W/D6aSXc5a9tnp+hs2lq7c8jAOtdSuhFTe4udvHP4ebzsSL6AzRey4eXmL4CaxGNaebe0Qh9rrqbP1d2prNF86pXaCb2zWRkow8NVDIrpJNIrOlljpVHaP5uqaafqYjousOyl6O3V3V/Uu304ffa3p8/RdFHOyJLCeRvGd0H7cCpr/pb04/6H+3WHhvO61b2MptJ+3dk+AGBmqnhTTLeH9plG83aQQvgA54NAb5S68fKgne+z3EujvVe32yqO77aGpc9Ytg/W1bJj+av99OlCCK9rXZmtGkFFVhnYAWB1mMpc6qd6r/SLa8nLtraoO1+j8pIul52uYcnaZGW5yPQ3XLLz+H2JfahVHjg1DlI+cbN+1Vivx6GnAAAgAElEQVRJ/7eWY79K36f2pjLby0XZBx9oE48d1iYzRTtpy1fs9kM4r9h5/XnwZy4KCr3/ZlMudQrX1Kg+IzUDv71bGvH58wmqt0XN+9/3afTLdY31G9lzO4rX2648v7GKVkZz2drZ6hav199dvq1zcHyh0NtpbdIN7w2/hlwYMP4OveP1rx2/UEImnNaunTjnV36q/Kz5u8yee3+utDP+TjwaAVz+7K4UL4vO/vR9x1dSOct7im3+Cl/dZdXZbmNRHOv9HeGvtlD29D22GLWFbm+XHx8mAusJPG2sFrvGhn+GMaw68c/COJNZ+2nPXk754r4k2S5fRzy/K2is/TsHi7LP/s80zh28JI1lIxMK97cXbTOctfmWz1VKwms775yN/Tbn6HaKsbRli1GtGZ9HI+sb1iemO2ksnu30832mW+m3qWb6jGO/l7VqkpqFXrqAA0vT+T6rK+nGbZtfAQDsml3Ot23vpN9m7BzdGi3WwF7oy8NUzuH+VL7tkJ2vP0z3pmtziJl2kbVutp2upWNlx/r7nKVv86ElO8eh1eIcPufyRf1Upyi73YgrtPo50MDauGfzrN5qMQfyeYosp/pr18prV7VdKPpdGL9bi+l7e9GEEnM+Dhf9J/N5uh8W5w3VeXt1HlG6uHGlTT6/ympeHLmgf22hVF6Wv6OWiwnA1L0mBLHnfmDrjtK6x9c5Pqfrhnlp2+d59r7zyxgU7acrJhRa9HlXEMbYFNnfU/n7JtwbsfbLryMKzAblOU6z5/OvMI8ZAbf8+WtAjsyGLeqzDrB8vt3YuIB2yZXdWInC0eqLv7RITT+2bVGdhTVQ76yyoMAn4lE6lg8ujfFtvpj3zjWcDYvc6fKDn7WLjjd7W7lTDn3AaYUHqFV+CUVJdz5g1kjR/GXkE/bFi+OiICudp24R5qkLXQAwCIKV/k4/r33Ge5ALW6zsUOZwkLYduCz9P9ppC9qZ4mXeMInqyAaT4cFCtN66O33PHpD274SF91wnLfC3ddKqzQdKoJAAu7R42RbEgyD1XlpKg81oNf3WPnsh3+aD17yVPdMqBuaurWZ80FkZFR1rf2MGAHBwMX32b59NGx60f6zsuXbP6h0W4JWBeBAaenHQLW07HBbe7X+fT9f52CR9me2MD8R+DS7djxLwVRuID7XTBCLm51kwCf4FH0l1ufOKYpvYZNZf+lFwkEvubbAadVI52ijugS8yV8+y5yEs+Kf22z2ct/LiIOmTy+pAAEDtBaE+YT7og3Wxz9KFKLPeoj6Osbk02waVcLvmb0mfK3tscrPD2jlM+HMlwJS9y4bj77n8XRQmuvl7rmalkO/nViL5e2d8ce7l9HaF4yuaiSho8G91Aor1LHROFtkG5m4lhBBCCKljq8xHtsZVEEIIIYQQQgghZyCbmaeeEELIGYgCW8aHjUwgI0HjUAutlcIUpbVYtswbzqXftRRcwz5y/9Ua1z43LXV3nmAd0zJ3oYOXmMXRuJcVhm7GWjM7yy13Ku5AALByTlY6n7vHZf1ip8E2O9DO0egEt7bch75i8Rcu0c3Qs76ZQYdry9vGzZinxtumKMh2Dia+Ymb7bnZ/3j8X7nh7H5Us19zcfpi7bYbTW126e1M50eBx5Twzu3IzcjPtHg6CT7iZpLtJ/my3sOCbcpc9s7zrNN3vfdwtcGgWhIvBHdDd+Nya0E3bz95WmJh1dpgvum0rme+bv9XCwCwezWw9WuRV4xC5O0D83pCqGXxwn7Ab6FaDbgkJAKOs/K72Ou6cWsl/2zW9XDp/PKbvPvh2/e5euBrcDId2bXXxhJqzqf46bffR+o8Oohm3ua32yxazQGE12D3glqf2rM+H9nBrVPtsNKNlon0OKy4mgxpTNj8uWNN5mbn5frQ+dCs+f29U3FeAmlgAoeyV8z3ARNnCsBGe+zymTkNK50zf7Uu+zX4fhWfT29t+GmyLps12uLV35z7ro7Ohb82UrYnLfrxW/TmzfuzadawG94kVnFKrwa00H9mwRb02gOH8uJO6+081l8f9KLRhjez+LOEB8gHLbV57ZxWdrGoin/uMxgFobLwJD5A/k/a+HcyFw9rlwXzUKI5bOddMglfLva8UVCO3ea2evyhT3G0g9LHVc3ygTw9MM0xGsqmyie56AQYLv5dovlt+0UQT+3xby/1tgivCbPmaGl0LlFLyUzPze3uYs23RfD9dYMvOF827fdDsmDl8N/i9u796p2LO7ib7ADA7m2ZPC8vp5sWANPk5rJy5YH4/3eiX9plujs+6ejvSY3O3/R+6QO6X5APydHAbcPP7Rm4iX9zgZu5vbwF0thXb9j02feaB7sKg55MKP0+1TVJd2qWyV6eKx763LX2/8ynmG1d62ZfviwcJitfpkzy/yiw8o8MZGzhn7FzBLNzdSDrmFTGaDed1Dw1/HsK1eHwKb4PVs9Pv7kIClP3N0w/F1/xZrPEpzd1P7P4E63ks3t/fU3aY++2FN6ibv+e+uME1p2GF5ZPycJvEB9PW2s+tt0Vexzjh8PeF/ZZtG1+E5G0QJwr+7vXBM56+8ko52Shky6SQIYQQQshkspXmI9TUE0IIIeTMQdJf1PSumqa7KlwrBbx0qaArGmrijOSZOUxjGOXEy+dVYnFETasrk+sCdXldPPaQfWbThTIj65S1sCMT1u34QiEgPvgQ+z6bTuYR14Ei/k1VQ18X4V7t2tp7Q4R1155vTyLeZk2gvbyupsUtTaTtet1S4ranhtD2JmjNY4rUBUH1QH0m1F09LwRq25YE/p2OB8OzfVaKc/TvSdLnxnlL6ZjQtvMe46edlAUuRI9BdkeVODwH+zP5tvssxs/iStKC755P53DtNgDMtXqlsrvNcQG9l72vlzQqtx/cUWzrpW0X7DoEANjZLcr2mDuuHKlq7IHCwuDwMNVx3+psvu2eQyn4zaCf7vc5u9M5dq9T/0g1iJ/H97knKzRmK/el9nLBd2Nn8eC4FUWjYhmTlWI8WRDFFdf4F33TDSo8Js703amc/vaowEqf3m+bIcaTPwMjV+Z5TJ+l4hzbvpI+Dz7E41cV96/I8DT+3shyqws7zprPA8cBwM7Pp88DD7Fr3RYUpP4uyS0k/D0Unq1qlqAYfd8UM5o/8LYhKkHzTBZWxxg81Nuk5coJs5iI2Ss8aKFr/ONz623higsPvBfOMWzUx/4h42zcol60NlJl5vfTAprVBazzzhkja8/elQ489MD0/2h23Iwm7yzekWIUvnwX2xbUVG6iMrUv/bayp+Z6aqK3DmfKL5w8nVT8uZpCLAbKa3rUWTcVCNYH9qC4RU1roVBHSh4Ru2wiUxdpM4/EHwL25YO4t1ONSV3d9aqW72ejJmpnM0/9Yg/sdPGi7u+xF51r84O5Vp15WRXXbrsG3IPTAcDZ88nMwoPvrQYzuxULrDeseUt4Pds1qQ9mbWDMB0sbT7WmjnX1bnkaGet8o2iZoBaN1s6xK6Q68miyHhl/WDJrs4HsKNrJzz8VBpvZ6V5p3/5yMcnxiVvW8fONm2r6gzSsSafiL+U8qFvsO8204+ztZg65Pdx776PWnyVMPPMUmLaPDw6j0fgAJlWzNhRaeKlEeo7VK56j4v70PaLynE3UPU1fmHc1+jUaby/bm8e6f9aqMY3DeBvmqRVb5XJKaa78WsxSpmRRUZkEecBKABiZ1Y/vHSNpbwTZFjF3I4QQQsjkslXmI9TUE0IIIeTMQRTZVIYsCuI7FU21++iG9FGirg12QWUQzpnGy33D3ae3vzsIiKfKvrUahJEj9w+uZqwopfRMny1zZe6FzDyuBMizhtjnwiUhNeewcoog9HNBbVVIXdKOuvbSlNCDXcW+07en6eTKtJ2v0p7pu53DBa9BqKpW5nCmJpdwHkvAtRrjmnq/3v5ZVu/pkHmmm75Ptce1387yYcui0x+fFrtbmysQppv90v9AIch3IXrME98xQXrv7uQn1p9JGv9GkAC7hnverAFmKq6AADDdaJWOW5krTE1uW01lu3IkujO2xd0Bx+vtDMzEoZp6FwBW59N5792f0iblSpIiI19uWTBrGvt4fi+rml1oeaqo/8r2ZCHg6evG8r6jsCypph6O21bNfy+LwnwT1HucDPf3bi8U+/Tm1u734soA77/m8joKmv6DD6+8GyLVn0LbNJqj0m+Zx2YI++x7tL2DajL4FWXaZ126yFxjUXmOgLE03UWe+ppz+KswXKP4e8ctc7aPWyP4eT0WB1ZjDmL33y3XNaYCH01preUSGWcDNfUY83Ev4eNZzL/sGij37Q3+uu7nnpl2qpQT0V/4VfOxkq/52ppN7+Se77UZ3q1DP40XFc3vrA7u9+5meyVNYZ7gdbwa7p9bmMHFl0r6PvCXSY1mMs/P6Zrc+OBWNPSNuvyeNvpqKaedt53vE81uylYHWpOf09veTfC6IcCH+9v7L4MQmGN5kBq/VWO654NfNTd7THvn2vSmvYz3rxSmcAeW00g046ntWoW2uuqTHoNnuMmap6nbbinxosbfteiez7XXLDp01zt3jUAwtzqoMbnLJxS2zXPOAkW+2zyVXdsGq2AW6AFvfABsBXOY6cokp2TOtpjaaWRp6rKwb8P9wAtH9LF6+5xGazT1I+u0vd2p7Km9xcalKQvCtJ7g1O99s/I/UORAtee2EYLp+IDpwVlKk1ofVP3awrbC7MysLDwIVr8o2wNtzdxlE5iDYVLjY7K9UxbvX1Q3nwTUWDvk6S19ZuzPWE0O3UZuNljc32hem4oJ12Sbsr4vXsJ+a899TwqqwIj2dIQQQgjZRLbSfISaekIIIYScWQgg3eBTbv7WLl50/1kNygR3URmZ8LQkVvbAr4c82KkJ5+dC4Nh2WQudBVcqP18eET4bFy567br7zAogaMrdJ9Wjdqu5kI3mg2A6D4o5LoDPsoqg1oiCwZYJDNWuox/qtnI/q6H5z3oA30aIJKtwd0eU6goAYtpsV2qU6maBbjNvGxNOSklT726WXu9xgW2zUVaYzHSLc+ieINVEWQu8nhtg9RzV4LVA4XuePXAvAKBvblCro2IK7tHn3T0vCuZdM+/nGGhSROyeWioqYBYKzRp/+Wod3b0wKkYa1uCZa7XbMXr5YQDATDtd07JF9u+HAMRVF8DowujXNvQgx6ad9vIAYNt8aqOVTpJ894PFhLuNta3fuZIoeLHlfcr7axatQLwoj9vQNUH2vuB3b892Nj3+HDQqPvHNisUKUGjvc7e/oCBxqwHJ3VGL4/IyrU1Gts8o9m17T+WWPXX+8q4Uq3P/8/3dNz7Gf66YROSWSlG5UFXMxGfL3psdC5DdbpWzOACF9cigk+5jr1VUIFtM36Xqbx9im0g7W08PSwInvKgXkacA+DkAUwBeoKpfOuFaEUII2cJIPtEjhBBCCNkcts585IQW9SJyAYCfBvBMVe3VbH8BgBcAQHPXjsIcPAbD84ilJq3KpqPJq0ts03GDkPYqj0hbdx9yn5DK+WJQuqy8TWqCyg3Mx6YVhKEDSzWW1ZjK5kG83BzWI9Q2ip18Wy6VCtIobVdNZeM/ZRPbLGgY8nb1KllKPc/3ChQp8XKvgZp2y2uiNVJA1LR3pV3dzWAYgnG51NRr0opS/2b5/o7CPTi0kszKV4fmp9ctJHvuc+Zm8G6W3g4S6mar7I8Wc67uP5Siut4l20rlRLzMKH12HzmXbntQu34oe9n8uQ4PggqgQl102GH0O0ER1C6ez+kF6f7+pSQqdon5DktXV3dN7iYQTbC7rfJ1dkLe4oFLkA+mMofTUcuUjstMOjzySM+rUbxb+ijjguNu2rr7s8W9G8xZTlv3X4uuJrm/WKXUGk2KP38x/WO/W/Gbi+X4M2b/ZkGc7hJ2VKJWZ6G8QddyCc9UUsUhBP203YfxPeeuMe2aa8ufbddw1YnhNRZd67ZT/F9zuAciXSo2dg5W6k0IIYQQQk5bTlRT/50A5gC8X0SGAF6sqjf7RlW9CsBVANC96EJGOSCEEALF1vFhIxNKhtxkHQgCPheS5bE1ikO0GsMjmuia2Xn3gCkhzk4SsXYwua+a3w+HUYlh1aoI6eM5vC7Te5MgcPEBwcTXheIe1MuFkiHglGe2cUFpNP93M1w3Nff2kKB48EwsdWSmdMnctteF/FGQWJkFNoMio90ppy2LVsFeRjWIV0lI6feyNW5+Xp18+rV1YtqxaT+vjB3jqdjcbLwqaK/7Lcbn2dFJpuVumr93JQWFOrhaRJrz7D3zraS0KL0fKyb1fq6Sib+Z4sfsOI6nlHPlwcgVTTreVnnbhPp7/CC//m4zKS08kxAALPTTtbhyJWuOxyMaVJQXMYbQtql0/U27j4dCjKX+Ycv8Y8+P98OsRsidm81H1w5XtDXdxcDM8LcV5+jeay4RM9ZGzfG2cSF5ntky7KOVOEOjXrhW++6PaEyX16zE0HJ3lRioL7YlUHENccWopdfr7DNXhcXw3rCqDObMfWNHyJDjisaa5yY/vhIIKmYk8vq72X3XYi/Fd4XXt2eBHmPspl7bKmdB9PKMZNHtqOZ5O5lspfnIiS7qdwK4SlXfISLfCuDXATy3dk+V3Gcl5n11jXU2Y1rb6djZ7LfMNblFcSOLntiwCLOj4P+j1S/uz9IPA7D7yWXuB1OUneeLtdaZ2lt0qN5O17DbgxRz2lYy6XndJPjkuTrNzzEM0Ws9dZinr9Os2JYPNPYpYTDM/YW8LU172F4sTuspw0ZTZmnQqHkZur9azf0pQmOGA/JtNhjaQDFsFS+z3F8o92kLL7NKELxMg8Z7Nb3ED96XBr8D84Xm/azt6cJijlSgPEC4D1rHzjfbLo7fNpdCBy9+bhcA4PZHFHVanU2N6Vr4ks9Z7jNXTtNXF8xvYXWq9AkA/dl0fT54t47C9y19L0d8nW4Nxva757Z0LYf3pIF9m0XXBYoUdr7vehOSUk5hfxYtX2ocpHwukEd89gHlQPARzbXR4y/L/B1gu+x/SFH29D121CD9NpgPz4hp9rViKaNRO+05ZJf9OQja9J3l80a/Of9W5z+ZD7hueeITz+CblpmVw8iiPw9DgL6qn2xcTFSjVkeq/q35gBdnvP7c2+ewFJjT94dtK9o5s/vZWkr7dw4VRfZ2+gnHqkQIIYQQQk4zTnRR/wUA32bfDyImsiaEEELWYLRF8sKSCUQlCf+CxqiaySPPWhPl9ibolKnxqU5mwvvhTCVH1FFqmcYyieQKhyB4tKJWznYXnyDwtDRd7sbn2sSY4SMXhpqQ0TObAIWg3wW1akLKGFMrr0cuBC7K9qwbWaVtYvYfrJbbRrcXwnapCJZLAtdKG+bbahQfdf+P7Jo8w46X1w5C7LYFbXOhbhTuLvaTZtq1eX3TLs6EgF+uNfcAd81QZ9/mvw1NgfGVvbvzfb7WWMcd0LRAXifXuJcy2dg5RqbpXR0VdVusuAO6oqBd419VdQUECq19HrDPPgchUN7eleTW6L7J29qFYsHbpJqJJyoYcpdHU2qtdEK6wP2p7J5ZnbRa4xYTLrDOKi5rAPKUdKho2rOSy6ulojR3w0EzKhPqLTSqfa5EKLp52LT/7bJWHij6e943bFyMgvtGwwMEjr9LXKE5sLL7Xat/SBvnCs38+Y8BQu24PLWeWxqUrtOvadwNVyrKotzCJxyf/1Zp/1R4+mgf9pSA6f/hTGWXU2zrvVXmIye6qP8AgGeJyDUAegBeuNaOMgK6+zw1VnF3BtvKGvpmN2jqPcVUVtZEAcDI0l51LNJstHTJKgpQ99v3vLEA0MjTXY1r6guzt/TRXi7q27G8ln3TSrtPcPlapXS+Zog20LT8srN3pxPue2Tw93VNvd2WrMb8p7iA+MC79rJsNrZ4UVF20/zsMxtUS37KXm9PiRcsC/ydn2s/YxuawtitDfwVnEnRrbwoqTzUwPiD3gzX5JE0h9OprP5yMUAd7qYBKjeFsyuOgS7yFG8+eIQ3wvZpM297aHIcXlopBryhDVIz3dRBpoJ5nmv7PXWea86juVtuZmQDzMoNO/Jtqw9O17J7NlkYRMsCbwO/pmj6Vs3JGgcWr+fS9tTJlu9Lg99gR/FAzE5bblozi4qWBV6SD85xkGp6+rbt1glCn8ks1oFYf5r+mk0yVvJd4M3qPu3dg+N9Z/UsmxwEbfzIjBu6+9P+279SbFu42J4RswLIrFvEsdWNQTxNXhwccg39qMZixVM61jwbTXtnualZ1WQOCGZ3HmcgWA959N7cVC6etjH+bFSqW1CTCjNfhPh5w6aRWx15DI/womwesvgL96ZtSxeEe+CWU8yPQgghhBBy2nNCUzZNoqQfO0l1IYQQcgagkKNKE0XIKUOlcDlDIQzLU1FZ8M+SAH02Sclyn9jQh4ce0Nf9dK3sLKb9qviGx21eF7HzunA9KlNduD5K3mloHQ7nt9R1mWk63Z0nptbKfdH77uIXNrkAfuiaaiu3XdQxT+3lLndRG+qudt2y9jeLmnq73u5eS201UwivXUOba1FDvV0o6lp/b6uS0NP/yZX4Ifhqs1mqf7PiFph+81RyJswOwvqlfmrwfYeT0LxtAvI9c0UUZfdpn28lAXsU2udBfE1Y7+59O2cLKfjXbjgbANB5WGq/YfDxrQuuC5SVFYXW3vpBuDcHekmy7bEBXBs/GwIKN3JFyPjxHrjXP7ueWjEoPe5dTK6S+xfTuc7eVvh/znV6do611a3VtIPRJ3vxLLt+67e9ngUtDs/mwFLgZUvjtiWZK5CysjVKtNRxf/P5W9K2w1KUM5ozgXmnbAVTssLJ/ffsS3i3uIJhaSfWZL3xMLcscUVWdJP0EBb2nA67qa0Gg/Decbc7ewHFVJL+LivacvzZ1kblt2i9lLn1iAVLDrEQqtfmyqNhqJusuII27bNytrVxUK7IcrOcxu8kczrPR8y1/XeR1uu3A3iuqvbX2n9r2BsQQgghhBBCCCGnF2eJyPXh7wVHedwXATxBVR8L4B4A37rezhtmXNle1NzEPQaH02nz52jXSKBy3wyTPUQfF0st1V4ws1Ip5BODbVa2XV1uQh6D4ZmPSWch/d85FHxzZkxSbRKwlbOKslsWm81N3SW6P+W5sLz+tm8QnQyToBf7H1aWuKd62rW4FD2k1Mqv3SXlIVJl7jvnkT3NRyabjRJzi4i54GUXWzLvBTX+Oi6+d2vwVohN1+z79Xk9TZoZAu2N7Jp6Hlgt+rllZg5u0sdofj9lkvCpHYtjx7nU0tO4Heone+0YidWlvS79jVI4l6CfZVL2KJHPpY01EuXoP5YOLB8DAKtWBzdxl4sLSb5Ll/fqbKmO8XvHpKbR7N/rKzXaEdcq7NiWbsyqmdoPBsWjvdpPdeoNxqXbjmuORkHKmrtMmObF+yVQSFdd4+J9YeXcYMLdcem4XX+NlNpdcaKZd2Zm+6OptG11T3AJMFcWD0LZDOb+jpv2N3vWT3aGvjMsP2PRpSeXPrtEODxjpYCYGNcqRPzeDxrNsW252X3UXlWC2ZXUT3mdKnULLkxezzwibbykitm9+/YBwNxtJhm3dJej2XC97mt4CqPObhUfNkIIIYRMLhswH9mrqo851oNU9SAAiEgDwAMB3LDe/vSYJIQQQsgZR2MpmL+LmWi7afyUCYaDiXina+b3npknyLxc2Dq0LCfNRc9mE4LRdSrB3GoEpZ6NwmORlIR8FQvR7sHi+8Ay3AxNmJgLIqOFsAn5Wl52uH4X3LfNpH/povT/sDMunKxLO+ffq/FGsiAYHM6nsvsubFwJ8XdMKTEajguvPfOKt5HHCGoMxoWywxk7vsgWh6Gl0nIFSF0mmDzWTE38H09912wmAfniwWRiHs33PRhcnULAzdbdtN1N5XdMFVLp/oP2AQD2L6Wy+0GJMGNB/FzA7+b7U8Esv42ygDkqMtx94PaDKUvOhXsOpPN3i/O3KvWP19FRS1Nm9R5Z2TH2z7ylpFtYSA1/Z7+IJ+RKh9lOqne7Eg8JKGIi5Rme4vln03Futu3m5MMolF9M98YVDf0dQUidC9PLsaFKygR73he+Lm2bui+k5Ls7fV/dY32648qIoKBslp+31mJ4t1TWi9G1JKukIMxj8oRra1eUnp2QEi9XXNlvrqQahPdO39orN8mPqThdUVgJUFkX46cuWJ3a+WJmHQAYjIKCx66p30v3aLhQaDO7+9Nxiw+wvtStUSiMpF7puIUQkXMBvLPy835V/W+2oP8DAH+mqvesV86GLeoHc4LeLtMgT4eXT2vtF1GuwfIHoBQNywJsmVZ+5u7ihi/awOmaPtQc7g/jaMrOUShUsf2W9KJcuJ8FadseHsCK9r+zEP1O0ufINY0WRG8YBhc/b/5SiBo3fylIud4lKkGxgCJKZh5wyzt/yE+bBxu0wfH+Hy5cMu64wvyszIpAY2ot17C7S8503FbR4i/ZhCGkEBuaRYR/rk6HQdwmS90pG6A6xQDlmnrXRNe9YFxzvthLDb4atNN+vR4cbiaUPV0ZIFshAmoe3bUm3ZxHrO1ZkLilQWq3pV7xgvL+6y/dPTsWx7Z5ML5eeAm6Nn3FygrZxcZe5H5NQDERcc2+D5b98NJfsbJXV9PnKLxQG5auLpuzQWM6BO/zQMVuIRAGIs/JnAe8223PUycMcm0fbGxbTX+Wak5moPCJtOen5FvpGvp++bi6FKO9XVZcmHm6n2qjTipbsbDJ4nObjUp1qRte3NIks/M146S0UT6fDsffc2PPPzAeAdu3hWfUo9e6b1yMLOsWRX5XR6EtF+9fKbNUwVPrX6YoJriEEEIIIZvB6TAfUdW7AVxe/V1E5gH8KYC3qurfH6kcauoJIYQQcuagyQVv/tZCeLVydhJu9c4y4ZgJOFudQkCaZ7+oZCQBgIa7v5gwvWFCW9lXuIUN560sF5j2i+NbJmB1l8KOaeHP/qNP5Pvc+6LHAQBGJnCMCgMXprvFgSsOoobL3bidtaUAACAASURBVI9cKhmz2bgw0zOS5MGxQlArFw66q18U/Ym7vFWyeUhJQG5ZbVyJuxKsGBZSO+WKy+iJOSgLkRt2HY0QLspvhSsZshCozAXSuYXAuBFDTid3B8zGfnOXveFM0nBHbbanu/P0cdEtz4Xv1Uw9UdN99mxSAOTBxGoWGUVKO9N8hkxDQyvbj4sp7XJ3MRP87jNrgNVhcbzXsVUTqG66NRirb6pHc2yfc/cklYQrE4BCUzwy37o8UGGN+1qWu6ONa6rz8/bNGmW5qP/MHaaNnq/p956RaqXcjwYhtZvac6umlFsOysdcieFKheU8Ul5xvDeFnbYdlFuDbW7+YwrHoNDJu7Bnz/FgkDETUbPcU5s1Fib+vLmmvq5tc2ui4P7nigqR8XYvDiz/FtNkNqqWOX6NwdJkaAq30eHUJ7bdUNy3w5fY+9aUfK6kGKvFFtfUr8PPIvnRny8ivwTgXar6x2vtvGGLem0GDX1JE2waZB846oJ8et8s+aHaT2ZqNZgLD4BZFLlW3TWGJT9yU1aapRdWgt/uqGtmPAfSiXvBJ7ekqUahnQaA6XvTtqUL7Zo6Za08EMx17FOClrjqExs1o3marTz66/hg7GVL1ccWxYtqaJYNtz8laJdbZasBjS9D19RbW0ZTOvEHfcVNmdLnYL44b/TTBcrmjo19qdDlcyzq7fZiv7bVvUjxNp5PNY/Aa//3w4tyaTH52Q++li54Mfi2796evu8007c4UHUqUV6j9G6o5Tosmqb+0MEiZ5pabtBd56eBLfrG52n2UB6YgeJF7ANaNL07vJyu5dCtKbosdhQPyfbtyazNU9v5y74TzlvN/7saXvaDjvUD9zGPUUndxNRf+mGS1F6qmK95oOjQL/NL8Jd+sBzJJ1WViM9A6H/N8f6IUbn/Z2aN46ZzqTB7DuxZcWsEoPD9d1/6aCnjg7I2xwcPj+A8rERRDnMqSE3O37xsv147r8QcnB5I298T0XrJq1KdQ9SktGy1ypPqeF5vk0E0+7MFhS8mGmESknf7UxZxVjCqNUUihBBCCNkoTt/5iKr+GoBfO9r9qaknhBBCjGNNIUMmj8YQ6O4XLF1QCMAGO8sa+mZ7XEjmuPA1qxF6uTB0OJM+d3+qECouPNC0sO73HbO9uUueCbddC3/HLz8u36djflmuaewHQbgrD/JAoSa0cxccAHDFau4aOBOuzYX7nrbLLBQkCDlzF7+xq0auzcs8e1vFfQsotHrNjqdtKw5vHEzKlAs/mva584lB6G1tmbs21intvFLuxRQEzO7frA3X5prmeDZoE6fTd3cDnI7ugLl7m2kTa1yWXDDvbnkHVqfH9mnn7nKm+Q7acPePd3/59dK/OVH47+nqPFjvICgN/Dzn70odyLWxvXi8adbdUkBqtMHu+te18qI2360Q3P+/HZQHbhHgroqHF9PnqD+uRGhb3IpWxTU31ilXNARlgAfg9s8619bhjEfNdil7nU+g9fEQxDqbMiWPKyF64ynxUAmmOyp0PYX7nKeLDLEkMg+om6fCs89gRZB1y1r0krdiNQZCnRVRRWsfU2muFQy3VmPv1jDhneBWFLEvAMCwpFww7X3X0gU+KCgQ1tDMx/4nDS25FZK12bhFvWihoY/9y82qPDdrsO7xB8E1Z1msrZuaeITss4tNbiKTa5mr/qgAVMra9JKlk3XA+Tuss2nUIpY/s5ASc8+/puAjh5+z07at/XLJI1aHF1d18hCfqTxohr0UWoeCxttNiXaaZtVeJhJMljxafmYxBEqKftda+vmjT271t/igevs2/IG1ezIfzBVny5Hbs9mgyd2XRuj2Pent2Qv5bV3T7INRFiPF243tNnyASZ/zlgsVAHbNJg32wq50joXDxRv28ErSfPtAHYPN5GZqnhc0dMi2NYJr3H0Qa59X1M3N2upwc6hujVlU1Zd/qMX9ne+m67rPBtSlm4uZ3ELF1NEnItE8SyoDcIwv0LNo+e7T3++FwcYHXHs2m4eL52DnDame+x5eHmS6B4r72zerkIHPbaIFiH3qqOad0KjsHzMfeBwHW2INt9u9mC2uyWMBZHm+5eIh9aAs/R3WV2N8j6qGPj6APTcfNEuKmgGvqlSPg2rui28a/3ZoS+9iAwvso+uNXv4uq1lMNGpMGr1OHoxnWGOKO2tR8OMCobWaPpura1flRFBsvg/bOngKmZGI/CGS6du1m1wnQgghhJxkTvP5yDFBTT0hhJANZwPM3c4SkevD/1ep6lVHOuhYU8iQyUObwGC7YrAzuCmZNi736XTFQYjwOaqmNS0J7hql39yd5sBDi91dAJ93/Rg922ZjfgoXlkd3IP/NNfZR0eFabFdeePT86Nvb210JVhy1i+6+Uwm8WfXnBQq3niwE7PXrt0DpuXC1EbW5LnhsjbsqDbelet7+VNOqRz9qV4wchYYVuYtT0TgeLb9v8RJcgJstFQLfFYue3t9uEuO5cHr3M8/d88qCfQAY2vndp70f/NX3H0hRiHV/uknzF6Ub6D76QBG7YcqUFN3gFljV2vs5ouB4YGYYd+5NAQviEefvTuebbZetAKILYK9tfs/ZeNluEXBw0XzxF+w6dhf13zGdJMBdzxRQE5Mg65T9a1dQqMNHdi/61qeybgza68+i9TFTOLSXaoTbdoqsFbbZs+0WIoX/d+i/g/KirqRwq8jS80C3QWHn74+q2yJQaOYb5tOPQv80HuTXLWbCT/6cuRVFaxSVXGUN/XrkkfVXoqbePv3951Hw6wpwK4aadMxtf1/Y/zFVdNXCYhBdqU3DqPYyG/XdbTm8N9pZKdPGqeB0Nb8/VrioJ4QQshVZNy/syUohQwghhBCy2Wyg+T2Cr1MIuHUwfd9xY/p/+Zwg3TIhqvuTDOaCj4mZ9Gbm/5V1801jkVLrpLq5dMylP0Fw5edd3WE5UYNULQ/kKpX/Aez9Jje7t6Jdihcl3VX/vHWkTxoFby59dq1BlO55XdyHrutSxLBL0827TWIaXRH8fuRiyJrK5NLAtSuct2kI/tdql/2jRkGy39tlZvv7k7RWg3+VS7lXm+P+QZ6SrtUom89Habbv76b5zVDvhaVkfr8ySA003SoaqlWRdnZLQfSGpU/f5v5x8XwL/dQhB0Gz42b7fo4YoC+PPJt3qKLMasTZ0UVFGy7flzQAyxbwziWiUyHt3VhawKA5qUZOjT6ifbsf3q88fzEAHHhwJSii9a+eFHVrWYTYwTpp6/zZlJjvrlHZPXqv5EEZrRiLmNqZKq7XI1R7Ttb+KD4spgXyZzIE78ufU69LjEztOWfNLWJoOaF7oW6eg7rIYR38xrLyRcWYep2DFjhxZtwHtio89q4wCv4zuWn/UUiyo/agYxq8lXPS//3dRaXc7WY0deQyjwdV2XRzt5OVQoYQQgghk8npMB85WVBTTwghhBQcUwoZMnloUzHYMYJMj8edcTy1VMwI4jFtarNCNCuCbxNuj+aLXTzOR6xHldzC3OWIQTjoMYRGZk5essr2FHR5TBKrRmEhjVUT4Hndytl3zDTehJJ12TQKlwQz4w3XM7LML7LkQenS79l8IaBuVYKgSXvcDH/k28Jvbn6dt0WuXAkN4LJjD6IWiu5bvBIx0/pOJ9UjCrEHFryteXPSGC1fGmP8lOPSDLN03qgEcIH8fDtpgaaDsH/XtMX4OSsJ+w8tpXMcWC6C6blpv5uqBz1VHmvHTa0bpvFpRPcJF8BafKlYdpWWNU7MklNVjkQliZvpe3yfu1upU6/cuCPfRy9NJv7bzQw/Bk5zk2wPoufxjLZNF0FbVuaScmXFgukNwnOnnp3HFA1Niyk1f2txTYcfkD47hyx+TIjCOLBQRx6oMe/TQV8yygNmSXkfjAdx89R4ox1BeTJtyibrK9G03zNHivWxmCXIA3TmyrCaV8vIFG89aY9vNLzf+H0b1bgGuRl/YzEs/ey0I7/eECBwjFzxF4LwubtP7qKSlX4HgKGdN0+FF5Q403emunhGsrnb0j4HLyvqONo5OIWZeLYWG7uotxvZWiw6+8zX0m97H+2+XuFN7GPkqnWI8P4a07RFzbNpyDMPvmcuUvElv25gUaveYNb918LLYc61aen/OGCumJVB5lEr8yBzUZ1XnhSUphFSnlRo1DC6Ns6ud1jTTnnKPw9gFx88D8SW55QsDs9Lco396PgeHm/fWLZ/r0bfBIBmy6MEmy9S2OZ5NFcbqYsOQ1v45fo1+WDUiu1nhXkk2V6n6Oo9y5npeVQXGoU60v2AfECOflmzdh/zAH2tmki4VpSnrVvshzfksPxCjgNy7qNXGbyBwurA6zQ/XZiOrM5ZkMElGyyqkx8A6IxH2s3rkL+QywH3UiHpw7XoPqEEgOGcncf7oV3LMERsHc2UtdOxP+cvd398YxY3/+7PSuiPnkJy5XzT0NskcSr46rWquaTDeVfOtX6Qp6SLAQVtf/NN9PcOAMxZPuveLqta2wbJRtGvBn5JbffbC9fkX6xIj9ALFIE93bJhGKwdcmuf3MrJrAFCfuCR3YNRxwbsumjdNW3Z3Ze+e55YnR33YRwLHngSGZ2mkvFjTSFDCCGEkMnldJ2PHCvU1BNCCCHkzKEBoDsqaefzrBUm+PIgalN3F9Ok9kL6HFhmjywEyhps9+wzJtTzsoM23LNfrKvxX0em7soE12rF7BTDaTvQXe0G7tZT7OPuii7MLGl6XaBb0XhEQa8Li11ImEUFgKf7cldBU6aMOoUAMsvbwgSvzdD+HoRLmnaOINz0KhyDjDFqQ0ezppk2DX23Mxzb34WwgyW73yuFEL7XdZc/E/yasD/TmJLOM/akz7lGsa0qmHdtZtSmL5rLnpfTknFFCKzMtm1rh/ZruabfPqOlgKfZywOteQafoOlyob9vazfGlQBVxcCdlxT3aHF/6miN3ekmzU31xo5z7b0rZLLQ2ZuVfjcaFbYKgxVzLzQNc9sUgwceFlzGpsztbrsJvpdqlGLexev6etUKpAYPkDd1nymdziv60cxU6vAeMG5U82yvzqT6a1AYeApND1Cp/v7pBQsh64uDpmm1S8+GKV08lWBzPFDdqOKCHC2EvC37M/bcucKjlJLOvgzcQmftsvPrit8rgfLaB4prWz3brns+tUPvwvK50kmopT9aNm5Rr8hzSs7cWdygxYvs4d5mqc/iAJg/iDZIrEQVsHU81zzHDugWIj64+Ns6dr6KhjC6LedZzFzbe2/x4ujtsIfS+ltztTjvyh47jQ/0dYKfoQ94FsWzW9Qpqz4csSO7+Y6lfWuGyYjXwE2T1MzgNB7vPsjWTo3w5srMh9ej1qI0ztu2fMYT6lcZYD3K7iA8jB45uGFJa0t+xv69Ub6XkeEwXUtvFAZY07QjuZMXUVZbRSpp10C7n0w0k/O0b16O504FilytnvZt13RRX/eXj2ZxQHnw61TS7C0GW6bDq+nI1ZZZH3RD5FW/wa5IDo2bVWZ58Vq6U6meKwMrezF9jqbDPXDrA093F473bX1r56jVzvuqp4Yr5W21565bjhgdn7FRs5wSD8FUs4hpMT659VgYI5s4xRgcnldZZiqTtBBDoFmJExDbeWV7+dlottcewZu9ok5L90tlDXa4ZcL49WYhJgSAUn7n/DdPLTlT9Jm+FTXzNeurIaKvR6vWyps6pg5cnjM//67nFw7nqwymqItd0PLnL1gtrBM742SgGO/XhBBCCCEbyVaaj1BTTwghhJAzCqnM4XIt9GqaFk3fbsFazykEcKsXDUvHai9o3IZlv1EXvMf0T1mr7BvsvsLpRy/UyvPPGkG6a+y7+wvh28gUBJ7mbure9Ll0YRDQtdYWoCPXwps2blxRW2gFTQgcA282ZpM0ViyGQO5GFbR6Y4qacHHV1HnDkP0sD7Dr1+9+8yXFScVVaVwZn9+3quAXAFp2b/ruhhQE3K7h7lkAX/cxLwXWNaG3a+ob4drajbJmeq6TtNgerDd9T2UfaiYfvmEwB3Y3wln7bDf7dv4Q9NYcKasab6BQGK24C6BdYje4FzbEGtx1LUGx4EoSV1p4PbbPruT7rJoL4NLSeHRV19pX/fXrziF1vrGmEHDlW2+XuYzNB2G+KRi8H4+mQudw5ZT7lmda+j/96OcyBVTUtEt52/KF6VwzU0UnnenavbE+MazRpvfn3X+8UAC0LXWbu8YOXYIflBnnXZM+7/kWezabxdJt1QX37v5Xky4yf948Xd1c0W4DO59bNoxsWagxiHDF/c9T9AHAYMqeiVbZpz9SvFNMsbu/aNvheRbnYrqc7jAG1c4GjXUtmEgBF/WEEEI2GNkyPmyEEEIImVS2znxkY1PaGb3dxffhnPmfdTyaZ5Bqu8TMTcaDVDv34/By15HiuNtQY1Dzm0sAC8vtPIVdZ8EinK4E8+qFsontytnB3HjKTWUrgfKCxC93QbjLolnuDhKrbb6TS5zDRbXL7dMM0jiXwnkqLEXF7BmFL5us129zCXeob262a7vU9Biv7uyd6cvKOUUbDS1AnUtEowxv5D5DNVL3XBNi1zYMps2D+5If2nBP+m00nw4cdIt9mlJOKxalpnmUTmtDD5gHAEuHUtkLLj3dXdS4mlrOfc+i28QwK/ePKLV0c//DixZdd7qwZ98xkyTefZPg1gW1c21BbEP3SWza8zM6bL5XS8WNGm5Lxw2mzZ+upu/0+2n/wWpxnJgbhz83pXvvj5/7b9YEQlS7vNzvchAl33bPa3ylcl9IbZT/RxFgrtkp++iVohBX6tIJ1zs0aXAeBTZorFwyPzKfzqghc39ZT6Hnz2EWtVAeodf6tQRJd8PbyT6zblEn32v5PKvvoaD9s/ZxE3n/bIRntGnp9kZTdt5w7S6Zz33wovuL/eTv1XgtqNPkEUIIIYSQ0xJq6gkhhGwoipoYIoRsFJqCXrkgHCiyczRNcD/YbubAOwuJv5vKOoOQ/UItFoaXOJY+C4CL8LJGjXTd5Wh5kBxTOPSikN0+Tb7cCoHyugfyvVIxVrXRTDi/m7jnQvNw+kr2Gw+ql9XF7zEBYAy017b4Js08i0hZYByPGwtYVlQpV+JEcrP9UbmOsf55DCNXckQlgQmGPcaPC/lLWWayctl1gk0PftYzM/ZSwDL7bNWk9MoDw3m6NNs23S40TW6Kv9hLcXGWQuac2U7qg9lUSrfkCoVoft+0DuTp6rpBCeHB85ZN0r5gQfnaISPPTDv1+7l2EeDO8bhB1Vze7RjfZyZdy+rBZH6/JEX0IW8Jz9Ay1Rr3jeiZ0sKVF9moUJC4a0seL6tbVmYAQDvPOmOxdJohFo/1wSKwoylISnG2yoqGLJi/u5LJ+xG2p2vthvuXpyI094uo+fXr782k+zhoB/P7SrackaXiawTXnru/zcrZlY6PMbW8UQZ2jX5NzZr+66kkNSgVhm6avzf1hek7LDvUBeEetcrPZOtgML+fTd/7bXdNGn9+XQnrsYz6O8Jz74rKPDNXzfM/krEAnieTrTQf2VBNvfto9LeF363f1vrR+IvfOkL7cNDYzXtwN1c3hUB5HuDL0z9Zqqh2CECVp8uzfts+XBw/f6dFH11OHX/h/t2x44YzNjiE1FTaqaSB8jrFS/MAbv4ujVnYXPtWdfZDvYZ8LXLtZ9C8xSi9Y2W7L6C9xJrLxXHePnm0104ox++dnW/VrA66wV+m10wXOvSXb7Ra6HmwwLW1gt4vGsHfzl9Hw7tStNX959pAO1M0kgdOa9ZokPPq1+RjzX0N70oD077uYGz/VQvaV9XcA8BQPbCfDSIxraD1h5FFcO3fWvie3ft16bgVe0FOxcBvdt5BJagdEH0T7RrsBdm+L6TP25/O4+ncGlMxKmT6cB9PzzEMAJ1D9vxYgMrBtrWf0by4qIxvlJ8DCf0xat+BslbcrWbaprGOfd9zujbWGQDyMu2zFQa3uvzEjk/QhrZ/fMf7RLNZtUwIdfNcsm7hUAoKaW3u/bgZnkePNpvZttUQ5FCG1XravZgtfvFUeJ4nehTz67r1jr8TQnN5cOHOAbMaaoZ+ZSn71osETAghhBBCTg+oqSeEELLhjGrTgxCyQYwFyrNPV9haEC7XpMXvLhQcRq3y0INx1WiRq+SqyyDkdgGeC2pdRxAUp90DZUVBs1ecZPq+shZ+/8NMEB+E5tIqS+lKwcDMbaizL332d1tqrqmaiHlGI7SNu3W5pnrUsDaK6a9M++qB9qIVgAtK84BfUSjqZbhLoV92lCJXlChRGNxeMBe9bSZQd0FzONw1ne7OlJ1VXFtVeOwC4KUDRUq61VXT3u80wWvQNHdNM+3X5Nui0sH3yQPmLRSS24Ni6eL2mEtojbLCtemuFR2s4yO8bBl/VntBU28p2Vw5Mt8JKeka5fr3zc0w3iO//2LWLKODhaXBoikNBrPpHCs1She3nvB2HC0XNzAqmtJJ7CNaQ7iFRI2lRzYyhYpnnarr0hVXU/Si8sTPlz7bXUtfGFz73Boit9QIL4COWQ3MmJKoHxQNzbzf230z4Xq8w54tx7MdRS2898XBwJ5b68fxvZW7afpxIaWjt+HA+tbIlWPx/Wht6pm92vcWG1fsPvXN1bYuUJ4HvcsDXA7Hn23fx+uTlQLlNctallPAVpmPbKxPfa7BDr+7Ate1xVnUuJd9aqfvLbb1d7hWzTpb1BDa/i17EbjG8exPFS+paHYHAIPZ4gFePM/8i2fbtm+xX2ulrGnPQgtq5fpyv/AYhNMeijxVVWyLik97jN76f9l7t57NtvQq7FmH9/gdqmpX1T5v9253291t3AZiOwFjoCEEWUIhVkBIOVhypMgk4SJ/gRDlIlIiEQkuaHGBIqGgyMpNFF8EAhIB4QQsbEUGu+22e+/ex9p1+g7veR1yMceYc8y5VpV346pvd317PlLpfb93neaca57qGc8YT4twPYYEjQi7hjZshpENfqLgJkIHHq9DmF+9DddNH7NuuM9xOOZRe0YvYA1SfYIJUEAif2OKtKS0a87bkAoP91Tu80u7qL7MmXkpqqtbTGgTLB66CFZPSdc1BaK6fxX3WYeF6UNsRIj2ks+t9/MpxKjAqpEJVJC96crfHusLdve+XANVr3Szk6ibav7RhmqufK/ugxsyM7MSOVHLS6Y81A7pPqo9+sxlOFavcT3eZ19KpMwSz4UGwBi3nmdzI9nXomuATZYPdRuJJJk9dr+tXpcfE4Vk385RGF05/A3mFXZH0s35cnNOkbFN3rlXdMZ4iJ6AP0rMO51sHDzyXcWRBmZBS4LP7aSdempJcE5IOPbuAlzPMiriXsVjtJD+eDh2P974bRyTCJAGx8Y0D7Jly5YtW7Zs2bJ9f1lG6rNly5Yt25Vab8W14bBlewGt7K1aNOPpl44S8d6nOIEV6a42cLiTi06ktg8OPI9YgSpTX8TCqmbiiMNl6vhvp7Hzdr0QpHQNxA2Odwr3Kh+WlCh+Rkh9H396B+KYY+8pbTIwHecAJbx2auS8JmIHR6+I4xZriLbu4rJEFCnWcwRwm5wDBb10CMLeCy0LiATEcfnA3WBzV+6dzFV0XteL4Jhv7zs+0338vTse0gEnCcIe8e7xfYI2UaR1+8BFBNxfHEXnbuuAtDOVHk3FgbcJHZDX79fh+uZDFw2wf8u19VbojOTA8zpGGuxbRbNxb7wH7TYn/9K1zcUPu3vujg/RuWZhmDBdWiWi1JPLmP7p+4j0Xy8YPdY12c7of6TojgGM7PflhYAQADb2dwASPSV925j5lID1k2mhLdMk4t57TSnH4mLcKaXQs22B1Dfb4X/r0iiGiUQY8DefUo/zl1L/fEpAvP8T6begbO4X8XMV4GkIGJDvr7INFwBR/YWYmyTCp1hVcYd6xnad9iPXI94gW7Zs2bJly5YtW7Zs2bJl+xza1SH1vY2quZYUdyIPTb3KFLqDUFclKekoxlaSmzV0eHuPM5UW3/8TQfCOKe1CartwGUW7GGIfhfZ3iadJnTtPcvT0w3O8qJ464+CJqiHoN/8k3HD9Gvhp+LudjChYebqC+5Pt5h4IFOF4yLOja6eDZ1+oRNbM41D+eiW3xHtk2zNEvxddwRJ1KnwIt9x7EYf4Er0wM2vodGcqP01ZRu7WJCZGqYeW38kvEkaAp0XwnsqrI+eI3KVWeT34vtm4kPyN917Kc316PgiiCWeQ6sAz8KoKEeFj0b1Ym3gp9+C9kQ9mospqqeCbF8wTITakjaSnU1VVKUZ3+jsIdX8j3Gp/I+6jpLGYmU0fQ1wNYeUdOGOF6PMxnRq0Eq1dhvd1QLnnH4FbKHNCs4zD7tuFijPGVASiERo6TpYAmTxKV/Blw+eoU5/XiygkxeS2JzHdYMw4f7CNzMx2C9JQYt6oPq8ceXdth5sBESF9RYUG23ksSDjoE/qbRu2jfhdvc54Nxzx15zkK5XXZp5ztM7KiiJFQs4D0UbDSp7hshpsLrgW9zMUUrOygbN3iPm0p12MOr8/cb3d+NQzI87eBVGPN5Tyi9L/tnX7wG41oJtd/T2mSNYjzFmeISIAWe4L9HR6MqTtmFonvmpm1cm9yeruKKGrMlTULYrxcw2RLF2haI/uBCVDT1/+xmwAffg0CvIHS7tcJT5uSuYuioDVoXy05f1K3xScQor01rDfr0CCagO03X4SdRfMauOQo/3obqHv7BjxnpmDFPqMeSV1Lm0+ldZAGmnuP95sb7n6CuNYJHfBpaDCpgMc3w6TfHLu6cBxcbsNGblvKwm4B8W/k3VKTwCO8sgxdvo29wAr7BSj7d9L/vCD2hnt7Kfece0X3Nzn27VT2jOSN10MRXa6tLdbW6mIY+RHtMyxGkytSUiexFoOiux0q3IzsN/x9SP8beTcsb0X6nGphIFJlTOCX1/nPDeYf7b913O+qiI7KPTb7hvu9KULbtsm4jwSz+f8l/MeBWxPds4eUuu5jdytcf/pboJ6+hb6BepcaBbUuIjHl52HXzO6cNAAAIABJREFUZT9yPWqRLVu2bNmyZbt2VhTFLxZFca8oih+V375eFMUH/K0oim8URfHL+Pfzn1lhs2XLli1bts/IrhSpp4BbLQjy0XeByr1JNVTxrh0o3uX+bsU7VMPBSK92J6nl6EXq05ysIzwwegdVXZOIJJ1w3Sxcx5yOt77lPF+rt4aiY1591atpqogXPhkpILwVipXV8Ljvbsmt0S4+T6bkfqVHk8fooFTPo0fI+ThFGsGhGePZNUAY2yOku1sJynsZRy3wGV1wUFuLtusWcT3MAtrAd6Dp1PodUQt47zUNGxCW+in5LeltJpdnLzyjbjWJ6j1ZSh5i3Dtwj4K3nLy4lF+mntkLeLcvHjt+Wv9hEO/bvek67XLpGkyVU33Zej5/CMW08G5rjtAbv+U+z34I5xxRlG4YicF33ms6tRkRetde+9PhsaA0HG756i+7cn7w0+Bxkf8lESR8PyVVeQUZ2+PY1lydTn9TPO5L1AWIfSSil6DvjMRoq6F/MuVBmqlXe3BogOh3wmk7eh9j8i7RKNxnJBcs5587vxp++/gW+jNF8GSM+AE7EvmRKr4yUmj6KPy2eQWnckyPvXs0fRRVAkSNKJbOvd4r/pzcvn0/LmSYLVtqfd//xaIo/g7/Lorix8zsL5vZP5TT/qqZ/YyZXZrZPymK4u/2fa9AcLZs2bJlyzaw67QfyUJ52bJly5YtW7bveyuK4uvm/kP/X5vZ35ZD077vH+Oc75jZ62b2TnLtL5jZL5iZ1XduWFH0kePPf0doOJ3kjYZxT5gSC+eshfYD5/bsAVNMIcVZPQQT6Kj85MelfOCc0cfnKYLqiCOViQCHYgr4fvzdxBGo9EH/G2lM4aB36tMxS+e+hN4ybLnaur+V1kbxudLTF3Ab4fOlwE7TirOd4cZsL3EQH2673979cwAXLt3fs0dCCfuYYmrub6UotGg3UhIpnHf8ntAfvohzCSQItcKHlqNNSAHU1GJTOP1tGNkf0pWBRsXPogj19+HXI+JrzOLDEGnv1D6E6/mdZVTaQ7hPG5V1PpHUZgj3H8vc48sNioVvD+Vqsr3Yf1XEjgJ37LekvQoVcH4/BqVINTELjnKOCVJU+zLU/0DQbnFAXYfUR/ZxCjT2D4N3neN2fwuCcQIUUhiOTnzS51oBAnagWDyN9vA0MbYyef/lNIAg89925dy95J5RK6XGTxhxvykvQtu0EHTs8P7H2MqekkNaaqllRT0JwAkeFYXiWxj3rXBtvdgmQZlFKP/qTYxpzJ9lwyw+cs9qnCqZbWhXy6mH7W6FF7q/iS8gwJZ74duTG64rh7+H+zycQqlR0PSgghovDqUOBKLK6GzNRHJiYqLixN+chOdygT57u4rKHdUx4a8WsjiU5AsdhoODizfT3RF1NbOw0CUqnmZmBcp7/G6M8B9uhLIRMe+5cAoKWU3JRQJXXSYHv0BQWXOipGm0EybYxT13n/WrknINQLWPnhhJXeZTEF7KAg0O3fYOuGynMsEgdR43K1xYx3K3si5UBnUFxIYMUQeKIHt1UfQVRdOPpq4jHk3cJ3O3NjL7kDPHWl6ehfbqobx74MQq7Ry4ThgH0jE8/5s5Yu+Etnhwkizc7CayEfMIrk/VJqqkaMtugg2RzgjJZlRpVR//267Os8cYI7e4oZO8u1T8RRvqBnKHY5RoWL0ZIhq4YHuFVa0i0xiizzOqRIVau0QltZAIndKrP5OwKpw4cmp5vTz34m33WSHlX1Pj+VN5FgF39PGLL0ieYkgik6bXRpoWMVIf7wajqvhx1ByF55L/fsBcWijizk1IjU2QLOc9hStsWF+ux8/TeX1d1GazXan9u2b2Y2b2D8zsq2b2B4qi+FMWsks/0fq+/6aZfdPMbP7l1/MeMVu2bNmymdn12Y9kpD5btmzZsl2puRQyWdIl2/dmfd//dTP762ZmCMn/H/q+vyyKoimK4qa58Pu3zeyDp9+osKYprRekrSNCD/Tw9Nvuc/2anAOHnacGXoSNYL12n3SU+kcp4ED0kI68CAyLqUFEtzQagMKmPels4pzviazB2U6ktB9BfvsxkVefG4u8QzhqBU0l0KIopr8+ET0u9hQ8k2gAIpwjkQZ0IpezIQrOC/m+WjizVzfDFpbig8sP+G4U6SWy6/4+HLvPR18Lj/ApAFncvYATdCbP4k8VWySaXiXCZWqk6u0gfrtfBaSYDtipR5rFsY970VG+AKpOKqCZWQ1UqEElV/tw7/uPXYX376NzvuHc6SrUN02oZFU5/E8O0X+mGzz+zfCM9WsA2CCIGwlMH0Yc1mZRakRPB8MtlXZHRzlFEOmPvvGt8JBHX8c4AVVT+8+M4AzEiXczd+5a0Pxd74AFiuIdboqfkPRX/Ml22EmkBMfU2HtPj2kqvLGoGbNYxJLjrV0h/ZuATVXy3jjHHP1uAJQubyDCgmDEyH9g0wiPTtMVNnH0EuchM7PdHYCBnpIYt5VZYB33pAGqQCfGHceoB0d0bij656oAd532I1f6n3q/oM1lsHoY0n10Age2S4ZTud9u/WuZpOv4UzsJFwDmma3nw0mSiB0515o2sVm6580ecJLRe7uP/Y3oUfiOhYOxOVzcRKmaKtrzB+6czSsS4nSSIPRzKW8dLzjKTeeauX4D6CkyA/goCLMB0q/oJRF6qrIr4u3DxqAyupV+73OFQq1z9QZQTFGk9Yr4RP7GdA0YtieL//Rx3IY7mWBIlOTpDIXTmKLKb5DcsW4e6JWbu3ivyIdaKFpLVeMRnj7bhYsn/y5FynyGtlhi0V3fCT2rBWq/H8kjyg0BkX5dTxnOxf7bib4AueQ+pyc2YKXoVnQAwT1CL8EWPe7dTkYWXR+PFS+oZmZ7KqVSGbpkPSRkbGTjQZvWVHPFBuSW5MT9xBVwx/A73Rxwg4kx1T0l8sPPKTJ+uzRrxJhS/IhRkZ8LPjesvb6oZGxu78qm4j7+owCl1/2pLJioEoMzmmMZ28dA2pk7Fgvg9o4/xX7wf3OxsN/+SyDHq+qvnxexKdDAIg4gCiDrBj/V4MiW7TOyoij+ppn9STN7pSiK/7Hv+38wctpfM7NfMtdj/1bm02fLli1bts+bZaQ+W7Zs2bJdubXZY5DtU1jf93/lCb//vHz/R2b2U5/6nl1hzXYSOcC8b/bIOSHPvj7i6GS6NTgXlT63/NB9bl5zn80pDgqaTjSWaFZVK9Ibi7QSMdtOAhraX86i50bCs7iO9Dd/zggq55mCAqIwIoBpvrxDXhynB6JyQNMVTfROVKC4BZzXd38lnPIAbdqybYSGRA5xTd73NDiDJ0nqN494z4OHel+5tjmcg+YmlD2mz/UiyKQIq5hwwg0uBakPbQKk/hhO6WUoI/sPyz0RcCT4ft1vnv8tgE9x5t5z8woFZgV4Seh5dJSfTAJoUEOQlmHEtYgx7FHexw9dG+3Wro3qEbHeQAHsB7/5cuD9X/6Q+M7quG+rJgH7Ap3ifB/Kmz5QpHeEGOOjTdDfW9DJLr4YblBt0O+hv6B6AaROsk7UCFAA6wxgz+zXHCp1eEkKUDNSBOU/DP/rdBhJfUnzCP1I26aWph00MzvcRLufgwa7kGdxeuA4B3DBVN5mZuUjACUE6QR88VE7PlLnyYi1B0/lFLZ7e4pDTGUscwOjABhh0R10TmJEEQuLttbxOOmiqI7nYddlP3I94g2yZcuWLVu2bNmyZcuWLVu2z6FdLVKfCthZHAZuFofR9wjxbRAmurs55HYVjCeV0G16eEp4rGYz57GbShhw6Z1SCD8Wca0G3l/yrtRjRG94B+E1FXfzUj1pq444mHa3Yo+lmYQJk5MStRO/4JiEEZPD5j3T3YivxqfSI/oQyk3vK3lHs5Fw6X1LLk74bQ1eUnNE72Ef18OC+J93Go+EOxfd4Cfb3kZIPtr05V8JJ338k3EatRb0DE1rVpVxGLt6+luEr1N/UVP4MRycn40oyNK72/A57XD4pKjIRNCGdg7v/tpdt91LGjd4XkkTSJEJd2/3GXG2+LiE/zg5F84TaRwM845SniVh5NpXef5I2jYiHc0xvuCeWm6iCQukBSwjKgO4YehD22NBXBiKTw+yIh7ov0fvMozd/a5CmRTa4xyxvS1jbIbwecwXU2knhvKTBqN0Do9aoWhMw6h9x5KUcq1wa0E3teZy2P+9WjMP6ftN0hFy7tQ38v43XA7AagsUQxCqVBm3rMOxNpl7FXX0CMpzcl73dn2EabJly5YtW7ZsL6Zdp/1IDr/Pli1btmzZsn1+rDfr96UPIzcLIEAxGwo9+cuYIQOhxftp8PxtkELKhwqXsUNNb8oQ8+U8pPahCBo1VA7tMJx3e+qcn+WWNxo6XKnJoZmEhhUZhtpS74fH9gi171XbhyJ2PqXbkL7Q4jfiLPf/sKRt460SJ6U7iENwImv49GLiPLRsG4YobyR8/AwO1v0temDFgXnszmuO6PRmOL2Un23p2yZczxR8i4/c30wttnktnMM3yRBrzW7j2wtNzJRy7Wl4/4cpQtTZx8RhXI6I1qVGp3k3ItjGLD7lLfe8FsDCZhOoHRRRIw1kDFjwYeQ4Rid5+jyz2OFdQ1CSTnHqa6k2GYEFOtwjnSwK1c3jDE2N6sesALShrstJoAY8KWORpp/jeFu9BW0a1WlkSDic+e2lq0hbS7pGn8px+K5KUmuqfnCMv3ifPt+jgHOk2ZSYdw6SSrBNhOmov7W/KyKKj1x5F99y7/sguj18B6RGENzY35b3TxFJ3Hv7cjj08j9zZbmHrEwhg9RIiD/D77XdqP/E4Ud8R4DLatE89/D762JX+5/6dtjZfYdOlF/NwqAmUq7iUFSapWIiU3KZBQSXEw8np+kIf4gZ6ZS/RDSefKt+JM8sy3bj2+HY/ROmSHsKX2aeHFNQnYsJUUDhJHVGvpL7O8o9y7RVaIvmGJOjArJc4KkeOxf0k4OwGk7mKfdnJ6gtowWYLq9dohxS/wK8NJ9XVDYabFdO4qXQs/i9wwC/eEvyAe9xf9ybOVPLkUHPOkWCd+gHDUTtGtnYkOvTIkrkIJPP+iAKczaejzTkoR3yoshDa5HPdPa+oNM33XWbl/AOBeHnu6YCbyMIf78jfxHijg8hnKeLZRL5oWXyIm0jHC9//oiaKXtIh01t4fuQ5O1FtMTUR00M24tovvIntyfJecrNQn7TNXir7Ds6jiieees3sTk+0j6H72xTRfjXjAwoB8f89U/bWyXtrBEG/HZgyI1yYfkfizI52SxEtvA98d7SJuQisvyNbEY5P/LW/cjUFKJppJ2e+wJ6fdRms2XLli1btmwvql2f/UhG6rNly5YtW7Zsny8r+4TiRjGroVAZzdOr4ARV2t7uFq6nf9IfU1UpOM6B3DFDiFlAFulI31HUayLRAEAqOziGyxGkvmPWnws4raUagxqJM5dps5ghhBk3lK6Vgi/qDC6TYzwS0YGYvYQ/Sfv1RewIV7okKVwEHIhGK+iwA4Xt4ngEaV0g6gB165BSLnJkJtED2lbN3J3HbEUenNHr6XTHZy1UpxLnVQmAMp2p0F6M0CtS7xFOfBI82JZhC89UdmybQydoLsAcRgx0EziuLwOw0CKX3B5CkbNF6JuMnghlA3ig74/IMut6Hp4/ewxhuy+hvhRIVBCPVEDWW5HaOUUUY2roXjMX4TqCd/NaxlZNpB6ATh/3IzOzzcy1xeqmO7c4FxDHR9/gA6nlTr4Txvbq9Xj8d3J5cwPvhnXSKJAzdy/SVrvjJnqWmqe2ChDFd8C5oCJYdhzaqqkIvIFGqxRZiD12BFEZYCT9Lx33rbTb46/iPe9JXR2h2CZCgcWIwCazXzHbmJ5TVV0EZGZ7sl3df+q7wkqoq0aKrVSV5MIRIdf4YPq5pXREdOQpJot2Fi5rkMrt03QCP5EKd7o4cADyhyHHlSEqZ1/WELk+Klso6/C5fo446HmY1EDA7WaCIM+fvNB6Q1vy3ELUWyuot87vu8/LmyMhQiM5NMd+85bAln2iCWBmPofW5AILthza3cIXBhFIb5w+dp/NEp/zcKwC2s+8tNy0bJUbD256j+gyDYULIWSM95Fco9h0cDpUjjzTH25qKMeWw7R3PJ/qvHo9N4sdFqjdXZnYsQC2j12Bd6pummyACskbTOVR5kuePXC/r94aTppMYdaPeCT9WNFNbhVvcnU8pRM3F+JupJvQxvpV5ZVSJY0iJ3VGdWh/YnQIFaVZDhlz3LCcv80VWJB+biY4VhbyfpHKcnLJuUXG35TzFB43MnP6ha9Oymbx5scsRsKLOr5Ow/d8tA676khQMOcihpTuJDTPb9DRhp0qEidRNDq/Bl2M54fYd9dEbTZbtmzZsmXL9uLaddmPZKQ+W7Zs2bJly/a5szH+a0fPfR/TadQ8f1mc6+0Rvq/c9eUmQaUt8NOJOM+E6jYpY+8/zymV5kUUecJoArkgQROncPLt1aGYcFu1bBQb7RPebyQk+5R0V2lkg28j0S0Y0JfEydjDk15A/FRTwrEt5pVz1hNhbYV37GmDE+8BDWVBury+Il0TkQ5bqRue652rik2AwtWD5unbaoSa2ZGCdxhziMbvWCl8BBmaXUzzMzOrUaYG994ADDpI/asEeNmLJsMuSbdG/YhWefuXoNKtHbCwvSXC1Gy/LgaeCNSZBfCqBIWRaQDNzC6/iIPzBJSKsAcAP4yUmYa2Ij0vTcGnYNwBdEqOF01Xx/R+HGNlD90GEVcmFXACIeXDRXgPPoqHKfVuuRdwdqS8P9Qb4375oaD4S/Yf/CAUVaa+rC4xb1CbQ1O6JXIPUbtRQyFJO9h1ApQw0gN/l6KTMQMAxrb1ItEy1lv0Hz9tyLx3OO2ienenAKhaifApGAWQRGOYWcX0diNzUlr+bL+35f/UZ8uWLVu2K7W+j0P4smXLli1btmzZrtqu037kyv5TX7RmkzN4ckSAimJUHcPnR9QhC3p3xCvaIhybodiTy3D+hgqV8OKNqcjSY7Q7uCZodqEpGMbanIyEk9OphDDenahA9omnlCJeGo7vvZjwtFY7OZ90G4ScM6UerjSz4GnTJw2QhJFQav746j/bmJnZb78dvJD0yO3B09OuTW87vb4H8fjSWztIuyVePDhEbQsuWjRu6sR9WATP4A5tVrvi2mQVLqt28EjCE7yDkqkwGezA1H98XyMiifQeRrxKCM7ZGt5KCYNvknYtpkOPchqqPuZhrIgEnIYSt0ckYg3DyclVYjh6tRbvvJfcdR/bu/hbUYpdTAWIRNBYTvbdqaBCQDXGaCwpb7KAmi77kJnZDjHqRCMaCfsnPaEdoSmwfan02mpxKUYnfDuzwGc0CxQAhtMrt82r6E6HaIwPON+4d/7mP1z7Yx/8CTcoyTsNFVe6QszF1SpRodan4pQQ+YbjgPfSC8f6Q2qcpjCX1BeCXoBz6cUSBRnz5+F6FfHsRziP2bJdG+vNbF9G84afA0lVSWgxZjK2x245jdFPqklPz4S3+9JTipRsKlufVlX2Lxy/HM9jtDjMjau3sC4pUE/Erx+ZVzgNcaEjKnsI53AK53ymKDzXNU9r82k0hdaDApCOpPMRxXy7O7/3pDMmauXrhHLrGkH0srVUKFjoSFx3WDch5feTZP9VJXO2md8gtNiP9LJEka5GMeN6RGTXRzqQyiZ8932yx2Oq3b6f2pOsH+GbEyH1+xSd819t4nN0bcQ4IT2RCL1SSzvcy0esaNtwLCV1jCJlkjVVI1T4/hiNwbqVmm6X9FVSar/H/6Rxn0LEei/7fu53fBYDfPaLcD0R7naGzAKtcvLdB/eKle6RodfAlMd27q6f3lcaHeYdLtnTEfpsgtRrxoQOqHnn0w+MXEdKpG/jcI5H6n1K7HCMwtg1Ig0O2D/tR+iWFHu2rexht+7zcBJHCo3Obdl+T8tIfbZs2bJlu3K7Lmqz2bJly5YtW7YX167LfuRK/1PPFHGd8El8Sq3EO+wO4hi9uiNoFcXVjj4Inq81RMcaCJqt6TkXr57nZG2BJj6UpqA2FdGqMd4ahbM0fR2/si5E6hVpTFC1N/7Ph/7YOz/r3Pj7WxRUk3ZK87qKg9J7O7vEizbSlvf+LedanJyFe+8Wsbd3Nx1GNhwQ0bC9DOfOPgY6exOFSVJ6mQX0ontKmj8DEtDJ+20QpUAO2/SRlO+W+239OjyKyEFbac7hJMfqmCInTZGYDiq59WOknXukERw4H1W5eBve/xNBe8DH8kEHI97GMhXqM7PJND5Py9scIJyIyAihkVnnx00cvUDhPDXfvDrqPfQwRMw7r3gac92icgLxWL7jbro+DYqVrOdhDuVdaQuOvw0jZZSribrT89su5RhzSbNsvESF9pD3kX0uSk1HxIDnqygdeV/46b0/s/THGo5FzldP6c4+AkTrCyVkjum7/2947sMfQc5b9CON+CGSRUVdv+5oYAPTMCJ6aX5Px32lH1aGtMhWbeKIpGgu80jUk+uZLVu2bNmyZcuW7fvDMlKfLVu2bNmu1HorvufwyGzZnpUVbWHTR5VJ1q+Q4cJnuuDf4vhLss5E4cPeacrr3Z+Le+GU9Q+S6oaUZEJX6pKw4R2ObbYhjLdcwWF5A87jEcSghHObZR1NzUcPr1IDd6QGxuCAJIfxYeuM+u4lfL7zZXkK4sVzfE68cIgZcujE1rZJU9l5p3AT2ma7R5o6hPYW85DSq0hCuum870QwrKLDOKHumQmokgJMkmGIjlCKIY45ROmsb3HziOpIgTiCE2fSNw7OWb45Rtg7n6XPp2N8ktzHNN1gTBuo62GIO8uhDn5PZZ3CCZ9mn7EAjniKyki6P19ez3UbNpLvrTLunhSKre+IGYQ2d1zn3CxC3/ACi8lLaUbS/nnhOU3Xx/c+jUPc44xA7jem2euEusm5pMJ7qydDOihr2AJUY1i6ux6fZXKymO/jHpyQ8HcPYuBDRAD3KEsxi2/aCnrUDt6fVhzPALWwfujuHQntcfxgbqkl3SGz7nQL3Aj9Vmk7zzud3XXaj1zdf+pLsxYvbUwx1PPP97LIkH/exOeYBS4P38P6ldCB3vjHrnc9+orrXLubk8Fz2ccrrm2LcGx/CzdnR9Tici0q48nRTPkmZVT+QsjezMHYo5d++KcCyY6du/Wde6h6G24kHRCDx0c0sN32w/Y6QOH19v8X7nd+7haM3R3XTnuJEPA5JKFsuTgP9yRCHxaxEVSaiwYvk1O8ki5nKuWgoZ3I822VQ8RmPkKu1yPkIJ2GRdxPbPi7ES0ATlaqnOpvjbo0eC2N5NjdvhxP9qlKsJatHEO1kw0JFVnNnr6g0g58ri42nJu5EKEtp9F7wvPJI9S+hDFFfnUfTcSIDGCdKnkub4EJePMm+ty9gNSfb9z0sjpyEHIlugZcgPgOmr3urt0HF7XJo3DswM0M6+CFqkeieHBZLzoBHqEfm799Dmo860jGNlBsjiOOsSLKF4t+RTRfEfeSC5e7wSc/Hgow/8Rd8OW/d2FmZh/+8Zv+GHU1QpTTsNhcTKnFEUXFJONO00Z2p/F/XqJ57mkc/mzZsmXLli1btmzfV5aR+mzZsmXLduV2XfLCZnvxrDyYLT8s7OILQpGhMz0VrlSqW4pUqe82ob/xlM3d0M+JYm2YGkscy0RNiebu96DlPBZ6HBz95WToSE/FvIhYjAmmecRZgRJ8V2E/s0BzMwuO9CKhQamlVLfICc36trED1cxscc/d69Hrrr5nmjYL100oeAfP6VrSv20eLVAm3HpMdBnPq2fN4BjbsidiO0JfpDOZ4rPzj8P7W38BKdGOnJeVqcLMhsJ4dOyP4c9EcQ+3hSuFPjD5cIpyuJ/1XVHEdf/qMEKD90xTi0VidPg+pRhcOWx/gg9bc+XQd51GA7Tq8Ma4qZDusT2OKZuuArgX2radCsDA56di1PJ3c8u1f/PA9YMHk/CO2V8Wtcopm+0FqV8fJtGzdGx0EAJu0e8DUi9oeOLMj0AfCuVWw3dDgMSLyeHY9mUVanwK3+8Jh3QU+vICVJh/a+6PbaH21566/sbx00n9+w1TQI5E4XgKZ0qVFaE/D2a6v9ul1I3UU4x3jtuBUOJzFs67LvuR66EMkC1btmzZsmXLli1btmzZsn0O7eqQ+pEQ9shGBKgo6jS5dBeMcUwapJTYvRQufO9PuYMd01ZNEg+8fB/zNIeYbRRKPFZ0Po36jChqhZRj04cILT4JZ/u0UR1DX8VTnt5UysYwdp+WrB96kUuk0KEAFkXTzIKHjCH+935CLp+Qg8cb6UtAuZcIs74zUvPE+x+HQsce/V5D3pHWa/oAYd6a6vA0pkB0C0l9Q29hksJjIuJ4FY4x9Yv65Q9IX9gzrVit4dnoF56XOORVeeQB51aL8NzpzHmC65EUehQbPIAz2AolgJ5benu1DYkY+NB4TbUyjRGAFiJxexHvCykDiUCFQ0wXyTSObdCGs3aJ56JQreSW85RI9pUTcNaOlBYCusEj59UvJdWaoXnaI/IQpR64xfYuRPg+FN7mBB5zPn8Sp0gyCx52nzpzMvJ+CapJO3sOHU9X77inBLhzTn/b/f34a5Kmj3QFplSq4nejz+9PQo/coJ1/47+gOqRwQRNKDZ9fr4bjn0hNlJqOHnKiKP3w/ZDeVG0EWWGqzWEVnon19r2nHMqW7ZlZ7/5FCBjR5zRdpq5ZTC/q6TcyfyRjhd1b9yYTjNuX/qGbE1evBboSUzp5yhnRLJkbidD7eaSTsiXpVD3yLHNjhz0KU2oWkq6OaBopP/Ua87+0EdumHokUYFkoeOvpdSqCmnLSpfnPv+z+OPpd0CXfCSj847tH7jeiepy7hGJoJygT1qJoF8I52VPJRuhxeM8t2ojoZFRPCv/ymonUDXuGKaIA5oIU10kqNqZS3ssegCnRuBeYiCZAi7WwuQHhU9S/eUn6H54/W7j6L2YSKZDUl89tpG/zVYwJvVbJPjmyCKDfAAAgAElEQVScG35jhAh/66RvMrLBv3e0o4oU99hcl5fQjZgJ7W5SRfceK+PkxP2H4bB2/ebioxN/7HLp/qMwnXN/Nnz/5IBT00H7/fJdCAF/iftZpr+T8pNemQpWWxg3A20DvS5ZDzul3yaaDoqYc0yz/GEvKfse3HqCvrn9suTSPnPtdfLPXRtx/PP/CloXTynWQ3hNDSiC+5ewJxsrP6s4FuGU7HO7StuoG9VfeFZ2nfYjGanPli1btmzZsmXLli1btmzZXlD7fSP1RVH8J2b23/d9/+ZTz+uCumqrXBNPUQMiq8g1HLUdKGWK1M8eUTgK/DOhnbXw2BZLcJwgoKZetZRbpEqNzZ5ILrxS6g0mUs86iMephofx9f/bPf+Dn8a9bwhqSxSAvDnx9NYrogDwFAsK21f0NJObMhTDoheUImnLD8M5W3h01xTTOhJU+zhup4l4mBOdrUhwznP+6NEm31BBxDrmjhXiYVx+4O61uwPv9+3gWZ7Ao0qvo6LajXhwzQIHqhXPcFHEarnKXew37vqbv+Y62NmPKGcQqsJEdKO+Sm+9+yBaMV8E7hu986lar5nZDp7TtnXoDPsZ7ubOR79QEb/DCgMBfbQ6Dc9TcUAzs30NxeQ3RTjyH7jPD38K/VoiVmYPYr+eF4k0C0KN7GuidEykgB73imNNVF3TaAV9B3twIanCqogRPeTsoyuZWcgh7Gt48xcj3lUOsRnRAEGaUsRBhxGdyay2RLr43/D58Oso41IngFhhtj9IP2U/IG9MxnY1j73/UVVaoP/os0XHFJyhbHsI3jEyQRGGNPqmlwoXRIbwXqePwj3v/qrrYx/un5/3+rrkhc2WLVu2bNmyvbh2XfYjv6//1BdF8Z+a2U0z++jZFCdbtmzZsmXLlu35WVebbW8HypqZOAgJLDxFmIlh96S6mYXQVDr8GUavjr8tMsbsfhBiZAI0MCR8mohwjaUWo5O7VdpRSfEzXMdrdkLzeuycqAyt378kjleUez9nPaqortFN+Uz1+fn2iul46sgnsFMwtZtS7o5dWdZ3nEOxFBpEnQiMjYVfM9ybbUKHqJlZh/by1zO1nQABBCdm7zmv/f6OZGu54UAGUv26ubtuWw0dxmNlowha6rY9iOOXTn72Cc0WM/EUydhRroJrExxbTF1Z53Vw+FP0zqcCLF0/uNwK/QOUgMoLvYWXyzD9HaiLLYTjJsdPBhhURG9Pgcdtwl9VMUKMn9l99yzS0szCu9yLdqDZuBjg5OZQBJFg1AFtvHvkPoudABXz2OHeC61y8xqecd+1G/GNfj58VsdMPkpzrOMxreYptUkYemTo0wQOlx+Gc86/QtoI2oiZkKRt0j45XYaG7ACgre4m9BmZN4qVa6/5Pc4NoWgHiB52C1IpkZJuKuPHZxIjNUdAHIrwgf5H4KQ9kndzFAMw2Z5s/8b/qQdCf9r3/d8oiuLnn3DOL5jZL5iZ1ae3fB5SdYiknE/lCxOhb0mvFuSsuo/Oeeb+3t2SB9cx72uKzqWca3buhjywEaVToof1WvgrzEHLBTRKwec+v/tnUM9joM0j+UI5kJk2zCxQ931EgyKj/DrCBfPcOXJpUG5yY8zMFveRQ/MW+DfyDrh4LGZIDScLBxeDAyZVYeL4CZIzHHNPkptnFpBCLuJKW1l/yT2ParELUYudYkFCM0fcrx1ypTJSgKj2/hC6c8g5inLo+8Wk/fjHSCZ+8sIcTcw4RgSai9hyGsrNhZTtptEDfOeMGGmkMfmufT7QdajL7B4m67fdBctluJCRAeHe0D4It7b3/j03kDghKyruoySQ97iSRcpzshjNUupM7ha3Erl0O58bV9oCZUv5hGZmG5RzRcVXVXhO+IuqInuAmEa15sYb7aV6GWxy9j0ZM2nkSZSLmGMTTV/I/snnUsXGs0RkwnQyHNucSxrZsFE91w88Qer9ZgTtpUt627ljXm14jTEmM/eBqemmI3NDunnSyATy9LnBvxEOvvszeK+/PrzlM7H++uSFzZYtW7Zs2bK9oHaN9iO/H6T+Z8zsraIo/pKZfaUoir/d9/1/rif0ff9NM/ummdn89beynyVbtmzZsjlhmmuSQibbi2f9xGz3SmvzD8TxBlqX9//SUag7FzrQQXHpxUFagB5I+tv2tvvbp+8ys3IBETVQtmZCdZt6obHY8a9iapudc+4dgAD023CMjs2OAAkcxdVZ2ObRUbl/FcjzfAh00Cl5wP3KlbQR0Dum3SpH0saFk4fAB+leFfzSm1fC6c0xgBoIvS3nAU0k+jxJKEoHcZpv9s7RvN6ijdbihKZ4KsUQISjrUxRaQG33X3CFmx0JrQ7P9+na8Nz9NLQtnbgeFZayBjE09zff6WETxACX33Ko+foH4Rg/CsWn45eAQJp+zsxsMQE4grRtCmKVCYjVJ4i9mdkeKPymd79V4gwnXa7/wKVCK19xbXS0GLYR763p59obpEi6OpbnQGelb8zvu++XXwLAcCwAA+vSJw5z6X4UFmS/mQvYMkkiFfa33PWXmxCpsDl3dSMAVAkY1xGIwfsugJg32h3ZlTgnCNAQxOuejNSnNpZuskXazfMfC23DejPSh+NXKatExhn9MhPwZYF6EsQJ807o25sZxtTWtVEnETYd3lORiI8rdZX9z/8iyC4R+tPfRprK19xZlcxtzaaMkchnbNdpP/Jv/J/6vu9/jt+LovgX6X/os2XLli1btmzZsmXLli1btmzP164spV1fmtUr913F8Ly/iQ7DiKM1vAft/IuxKFvZiAeMKRE+RTjFIA2FmfUMJ0fYfSG0GfLW6HLSUPPmBlPQwKs6I29OveE2eB6NXLCe/C/h+/jo2engshDTTm4O/ly9Hk65fAt8pUcoh3KJGBpPLo54WFnKgafNAvemosDfGDOAdWI7HUt49hLcL3hUFbWo4TXkc1vpM+TX0ZPsBfvEk+e/+zB64Z4xxHyED0UbbQsffh+n0Kuj1CGxJ1b7YNof1ZOZpq2rz0SQ8Ba8q0QwxAM9FW+8WQh11ydtUL7d0XC416CmzIAEqHfeoxKgNyhHq2GoeYt0dffhyRUeVYdyViPvgOWkd7gTbmifihTKc5mmsgZ6ROSpD4BDoPLw82nTgL4veJp9KikNzQe/bgIu2gypYabCW+TUQDTmIJzObQ0u3oVDBnrpq2xn9iNNP3TAXLBPhBcZcm9m1tNTzvR+6tHGOKc3vBRkkWkMfUq8E0GWyCd8GhL3+7TrEu6W7QW0sjc7amx3V1DkT8Ab5toOVMzG0DVSdZS6hf5MGh55682pIG74ynlW17xJsuYRVT0Usg/gOgHEvBQ0up8m5WTa0BNBbLH+zjF/PW2+31OkVm5ZANnuCoiuCppZJNRC/7vMOafvuOedfcndZybinM2NOCWXotCktU3KeL0r2rCm7cuYjkc01f3hPvw6y2pLusDpzbWZBaR3MYL0DpH68Iw0TZ1GWPB7Ksysa+r6y+65xUi6NVqZIPQzWX/4nZ910VpqXRHvayqNfGC/YxTBLrRtj7S0PfjqpycuLOVkHqiAk2QvUo0Iv67R3xih0Mg+ePMWkHamBR5LO5jwxfeXYUO8X7nvRKE1qoPRC6z3oYvfh1mIRqAoraaEq7A3aHw0CwR+NzL+Jsn407E10hapeSog13FJTtaD9jfBHlDFmWfoC6luwk7oqJuNa5sGfP9+KvsAXK8aDGZmexl/nBN20AmhoLRZ0FXw9EPqfghltrVYN0AjjI6/6847+ypomtzP6P5rX47Ow8/Srst+5JnEM/R9/xO/91nZsmXLli1btmzZsmXLli1btmdpV4bUW2EG55bnnJkFUSoCdYrG09FIdKkN9Bc7nFBEC+cK/6QEwt5SUI1cEUHzaPRKNttwsKD3G7c8nIqXLc6mFnnq6WEjb6Xw3l2pk1eh5A9yfUWhLvBvRJmXafW8906fS0AS7UWBQXLUzEJ6r3bprp88kvRiC1f33STm9JmZVfCOBfXT0E4U/yJCeaCSrnqa6VlFm9Qz8fAx/Vs9RLzrxDNeqhcNHsUucdztJUWcTwnnPbtDleFixDFHYb2xSIoUhffcI0Fk28Tb1yhaC88pPZhjERwUTmxOZCCgP1SJKrJZ8M6WSdkUAeKRZkSBld7wuhrx6lNEkhQxKS+9soc76LP3HNeq+WTuz1klnvZKkX60C1VtSxHBbCcxgqwih4z88GnrKLQpSsk2IrqZmh9+Gi1BEUzeXDhx9JAToacIoCL1qQhfNeJZpkJtfx4QhmaB3ybDyJG0z9VQ2z7cFGVkcD+pkKyKzuR8dsgPqjw1Rtbsbw6F9jhen6YA/vux3q6PZzzbC2hFb+Wks1YUrluobc+hvr0DJ76byxzBKKJuKDpKu/wB7De4HMnU1B1iFEuFVKtkrHEt0YgfcomJEEaiw+lYXcbpRs0Ciumj3UYQxJRbT6V3M7M+UbSPnkiEMRHnVIHjh19znwemTtWtFSL+9qdYJ+W56VzhFcMVaSXCvMW+RKK/KHAaJmf3MTsOSPMJBGiPpojGqmRu5z6EbYPnTkToOERauedvBSltRrIVmEnUoD1d2d9HeCTHdN0vLS5bJ5gd+cKM/mgTbr1ZiEDssLFqZLPbnWDdAyq7hKiyRgqkURRaNj6F/W6HfqitweiDsb2IF5ZGuX0kp6yx20du77G6cJ/zyTCKYVLE+6Wx/m9plKeFvRdTNHecB0STwSP1PDbKn+c3jd4h3x7P4NZAoh4ns1gvYDESrVknSL0i72zT8wuX0/oge+Ue92Rb1CNtwr3fnsFLMm9SV4Hl595uI/+n8toR2H9MHkuEy22i/4hGwJjQ9utnRZxe+hnbddqPXI/EfNmyZcuWLVu2bNmyZcuWLdvn0K4OqRebPQwel3YW88A1NVVJxUbQRw6KPJPbQURJvCzkj1YPwGOFN60RpVevYgvPeSEIFl0dzUvwJioKmMJx7dAvQm92V/KY8tYSbol6brv4U6MPKipaWoICWEAvyeVjREMnfDHy/Dt42A61pEx737XTBvfZH4djPi8r6tls5MH0liOv7GRKnp542Ii2jnDUiSgyCiBFm82G3sf0u5p6bXuQ5nqfslB5ie5z7C5jeUTT65hb1nPNC30u3hP7gDyX9WM7TeuhR5qozFpzA59Pouc2wuNr6VVNvKtjXnK2j3qnieiPpeA7oA58bpQTll51fO5eAdfwo0W4/n0n33v+iru+nihHC+0ExGk6ki+aY1NVT2f30QZIMUfudzGWzg02FinD8V8qb60m0oT3KhEnzB3M/jjq4U9M34FHWDA2Zh+JojUiZRqkdCy7cG+PpCR6GaVoUzAVpHrvaXsoelO9drcU7znnPEZCPEdP+JhdF894tmzZsmXLlu3FteuyH/lM/lOfLVu2bNmyZcv2mZrs46D5acsP3Wc3RTi4KsDiHDrcSYcxC45Gn8KOYIA67uFI29buRupwbGoKRIHaBAfvdhOoOqS80UlfzFSMix50/F3FtC0zSa01EuI9ELgrkvtacCoG2oE4RXkaz2czXIR7rt+IhbY0pJYOXnvs6nsR0dPQtnUMomwOwUnpw30ZEn03hNZP4VDuE7/ldDoMUa4S6p/ZeEiymVktfaPD9Z59IM8KIdZDkIFWJiHlY4LFtJZpB/U+jav/HiJw6lSms37XDkX8aPPEKawpzfYj/WVQ/uSYhuOrOLZZaGN1jqdihNofWW4e85TNqG+775v3TszM7OGIk3qJtH8+tZ20Q8t+M/Kqg6A2HP4AHFQcr+CYrJ6CGvFcpU3gsaSF9iOU0Rn6KR338xHaQ9r+Ud/EPbegPaw/CfkSd552Ehd4DGQ7/g7EO98KfeUIVAwKJbL8SgG9BCiyLSGorI9i3yKI4seKzjtXCzi8yHZl/6kvuoAkTy/DCzpcxnx5zRWYinf2Mg95RH9K/rogwJj4yY2ff+CqWYmaZ3OERQIU4OZYFhAsOOSx1ILYpQqxjfCmuCj1eE7LvLHCjeEi5pF6zZOKBb/aMpfr2KyARUGVbgnWEh3mRCNtUqIOzCvbSfTBbuLKO3+PC6TkLr1F7QLcSzYR1UmsxDmbMD/qcDIhGr/dh3tvsQjvoaQ7m4syPiaENpkozMJEzHv5nKVqqQq9oL1U3iQfSvnYnJipi1COLOZ8d3s8t5Pohckn8ZDq3gwbiwUUYzkJjm0UyM9X5dADlOX3j90g2Qji7XlQRHJ5jV7fxPes5B1y4vZZBqQsB6r5niG37HKoh0DlVU7oq9dlbN93qH39m47HtX1VOOPcXK6pYi/jnv0emwqqSJuFvt28hAiD5VDF2UeHjGycimTD1OvCxzE5tql6UlYDjQBJeJ6taAE0SVm2rwyjhrokC0Vc8Ljec+Fikt/IDYsu5g3+Y8LNwHoa/oOwnsWKuNEYSTQpnrX1Vlwbz3i2bNmyZcuW7cW067QfyUh9tmzZsmXLlu3zY33hkDmhOdEXRoBhivSvzVycitTQYsbH4LO1wwkcf3AIV/MhvapFKrr+zDnUVuIQ3ixigSg62SLHP+5JwGEyGT6DzkGmTVOhUVKpugqUvXLo+OT1TAsbpcgkgECobS8Cp/gkeslohtmj4BBdvQ1nLoVzpfw9vh9WcNZ/N6CJD16JHf8+mkEEv+icnN1yznOKipkNqW5ErhVN529bOJPZRmZmLeh8VZK3V0GoNhGhU/PCv/j7QKR4r3RGOLEnw3c7cCrjGeudpFRLjkUpxeA0J0C1gCOYAIPZEGndNuH55+gTOwierejM17RviQjdmKVHVBwyTYm300gBiiAC9Jh7UGEYaVG85f7e/s6JP3YfyPrR6TYq43anAtl1VMhWUXw8prt05y8+Bq3tByWlH+lzIwJ5PkKGaZHLIfBF0JLjT+9TJf3naW089p9TLwwI8EOF6vYvuXo3EKZ8GrXw4odcG9+UqI6jCcT76jjSYznZy3d37HzqJtf1QoSCAR4FkWrOW/Gz0yibbOOW/1OfLVu2bNmu3LqnxSdmy5YtW7Zs2bJdgV2X/cjVhd83ZhOE3WsalmoHD9aB3qqhO6Z7Sinp1S5FYM/gRewQmr+FYBzTwLjnwhuNtC8mKRqYdo3pq1IPoplZWw29sfTCzz+G52uBkNmb4RzPwSF9RDyt9aW75/QRUsEER5fn+4W2G3bAgYNOf6DAFlPZSHt1Ps0IQu3X0k4rptuC913aaTaP05uQ5zPWXvS6qhd7c+a4D8UnSKn3hbU/FlLHoIx6HbyrO16/w7HT4CkkklHWMc/NzKxFqpbpA/DLbodjxZKUCwrBDakXQQwPFAzxqLYIi6aw2vEivMSjpJ3Gwu9Z74N4QvcvwxtMBEOQk0Mi1OjRBqE5bM7BMcG9lUfo65Y830x4gOgPmuavW+5xDkX/OI6C53p1x31uK/f8498Rqgr6czsnHWTEDYs+6lMl2pORKuWmeqSJWYxG0hPSC67eX/7Gt6Jh8GlIPEPrm17fBdAEomHybnwKJtIMtK9OYwqBpsLrUECfri7pn2ZmM4w3esqnZSPXlzgH7VUO+/O6AL1Dcn72ROA+h97xoih+2Mz+Fv6cmNnP9X3/u59hkbI9a+vMbFNZfSHr7zru89yvaKauLpmyO02T6ydRonKkvKngprtZM8G6ehluMP/1RXTPHSg65WlYQ+aYd8l/nlTDNYRrwAZrgHLyD2v3WzGClAcaEJBe7E08gmlhj1KvCr3E1QWpSDndMu3f4WQ4/3LfNpYmlWXazQRF/QjhE49cG21exbp+FK6fn7i152QJmttUkPoyTtfbYl5cCyf/YuuecbFGSjRZg7nHmSRrtnLa1zuIkQJ5VErYJOHrt+TWH8L1y3/tnrv+EVd+3XvU2DOUSVM2ssbwuds13vdFqFv9EtoEe7bjmWsrRVdTUWJFbLnP2Nx3VLpLpk0T3jTrSI53K2sj93+XW8lLbWb1fGQPNLLocD+zfuzef3F75Z5fD59fLjfunC+F+1yCQ75699TMzPoTQu/yXNL+SK2Xfs9OXYIau/kiKKdH0sewjqda2mZh/fd0R12HE+ok0x+O0vB4jtL+sPlJ6X96TpOkMGzf3IZy109G5mm+/77k+o3y5dmHljVppZjjujC3zqtDdB/VQrjcuD6xx76eY2Kwb7sm4fHP2zJSny1btmzZrtb6K1GbvVMUxb+Qv7/Z9/03P8V13zGzP933fV8UxX9jZn/QzPJ/6rNly5YtW7brZlezH7kSu7L/1E8vWpudAR0TXTOmtPMiqtKuPpsTzlc6E4W1+uAW9seCN8z93QH9b0UQrRGE3CwW2ksVYhU5S7lN6o2l6uXhmOJywzp5Y7nFUU5P4eIT94zlJ+Hg4x8E0j1PxPDk/hT4YtRDIRKT5MX1KKNGNtAzzjZoxHPXMlXYCM8nTZGWemqj6oKfVguKX87g0bsNr6+mECPKQc00GXDkOhXwmlI0MfZsxwiuIrl2BH7Ym4nqppnVEDWk11WjDiqP7tIzirJNQl/qEo+scvmqRJROPdIM/fFp7+S6BbzBh+kweoDWJukB98IVm7/jPPfbHyC6PoLGF/G71DJsb+E68fzvwV+cVFV0rt6b6HKD9Gvr14Ln+Ev/q/Omf+ffd57/5kSE7hANUhKVFzSJ31P1XPVqN0XMKdTJukyIWeoxLyuqzlIkzp5o7JednMQykOdJ3qwrDOuGfr0Inm6mgKxGeHJ8jp+TRqJgaBTIm+oYMyD7XTU4n957H2EgQqK+yV7sde5+3/c/8b1e1Pf9viiKqiiKXzazD83sv3v2RcuWLVu2bNmyZXt2lpH6bNmyZct2pdbbZ+8ZL4riVTP7e8nPD/u+/w/7vm/N7CeLovgvzewXzOxvXHkBsz0/awurzytbfihCeUwasyclyP0ddVMCBfjtcDzi+fN532JxKjMJMWcYvmTG2RzBGQhhPIbIk2pkFsJeGfachoObBWcdKUK7IjhjJ6C6NUfuuuaGVI2ZcSgeCOBj8jA4Y2//OgTGQCk8HEv78fuUNEuce0ecyE0CxojVCTigofl7tMH2ZVd+ghS1ZAGZJ+m+NLSc4b90XjM0WOegS3NhwO1vHZuZ2eqLgQ5Ip3XlaYHuOobcm5mdPXYO6uKh+23yxipcn4Qdu+nFbLoIZVz9MOpUD9O9TUeE6cziVHGsP0Ps25vhGK9fQLCM4mZK1SqTuqlQ4AL9bXnX1YkUjTHBNobd01lsZrZG+Pz5QxcGPwGN5Hge6HoEOVKgwUyoaY+Qkec0BrnMzCY434fkL0KIeX/HnbcCfWP6PsaBjN+e/ZaAl4CAFcCt6lYMNEwjob743Sg1on1KexEsap8iDNcnIfoKYrT4zrR/pCpour4+Cc2fCy2UmXE4/nz2HGF2sv9QqFIBCIbbLzDGSPVrpYyzyr2vtI+ZhexMBEMKFLvUrFRmg4xWz9K+H/Yjz8qu7D/17byyxQP3ss/eDotM48aYdRxI2q78Ce+WPC4zsw78LeYt7YSLT+TVo4Y+x6bcmoeY1qwSpUt0phb3adohsunVU1XplOD7UZKnUnUC+BWLWqE8ZaDv61eoLxDKxHSAnwY5m57jfpLTdV+7ezVjypwjvLxQKCDI5FXL9Ycp7gmkmunnxiauMX4QIwR6LljC0+FE5zn1cj3fQQEEmROsIrplguCOodO+n4xEYvhXN6JA+rQ6NW28WRjLB8s7jiGz7cg9PVeM6PRIbuGmi5/XbAV1xcJVL0aiD56Uqs0kooBjU1IsHs6hYsp9HPlkcj+foo19XZ7zzp9zGyDy5QtBrifY6JJrrotlyCUcl1vfRTo5K2+R2RqLYsjt4vzgEf798N3xHehi7o8xYgZF24j2Qf2B2+hV97HwvhGuOyQc3LF34KNDmGdY9DYOC5SX0R4SPVAnOWz13rsaasscK7rR9kj99SXV933/kZl9I/29KIq75v5z35obrpP0nGzZsmXLli1btu8ny0h9tmzZsmW7cvs+9oz/ITP7b4ui2JrZIzP7uc+4PNmesRW9c5RXe6GTwU9361sO4fvgj0G4bhocf30CPrRzuSd9pUCjg8N/mJqsrujIGzqUD2WcWuup9Ril7MS0wUoQ792dQ1T+akSYOPAe3UcnLKJHX4Hw5kPcRvEKVpfsJaLiS2ljCHAy/Vw7FcEvOFhTxN7MrJAymMWp7FIrR5De9LcSSJFSBRkFsf0SRNhmAUWfJoAFne+RAxZgUPmqo5Yt9PqEntYDBVcgguKzfCf1iPN98hTghGUhuKJCaWn9PRqvqtX2ZHCHzz0RIVyzWKguvbeKCBI9ru+5z+kPb6J6mQ0Ren3/jExZv+7G5h5UsY2KKeIzTR+o92KayQKdupfx1x8BRJjFoIJZiNTge0zpf/o89o22GwINfJq2epgTcG+Aec1hSOsMYNOIwCAjdHDu5lJECR9jAN0Ami4Cf+kzUiqoPq9I+r9ex/NrTIRTadtJkgpyL+rnF7UrJ88m2DeT8VPYeKrAZ2nfx/uR78nyf+qzZcuWLVs2WN/3f9/M/v5nXY5s2bJly5YtW7ZPa1f6n/rJY+fla5bB7drBmeRF5cQZQ69uDWrSW7903x9798+7fFlbesyVYwJvHFPLMIS83wbP1/Sh+7742B07/3J4cAP+B39pJIydIboMsW2Ut6JhvmqNeIDo1YLIW7UNx+gYo/d/L6lgmF6HvrrIp4Tq8l5EDHyKHjPrkLqHvseDcJHKRHit0zR74DBNH4NDthBBMtSdqXMYKq/icP5chg03EhbuRQ7h4RXP7q6Jn7HfD6+bgmc3hRdXvZcD4Ti5vt2Au4MUh52IBjJiuvbUiye8U5PQd+GO7ZFWhkhC1w7beSxdXhAGfLIH3pdR2smXAQXfb2OPuJlZe8yQcXr5pQ48Z6QuTJHTgqJSSz8uL/FeKjeW2znEC8fC7znupCn3r+CdHYHPJX0m5RTWI2KFaTuNYQz9yLhnykxy9LSvtshXxfG+EwoD68LnTxLPtVlAHU9oCRIAACAASURBVDyFQ9p5CxTnALHB+Yfh/XT33HPWr7jfqmNJM8T0nEzTh7HZSrqdNTiUJ1PMr5Jusza+8xgFc3VI0CPt6y1pK/ZcrLfi2njGs72A1ptV+8Kn1jQzm6zcOLj/dYfQH06wLk0FzUuQbR0fJal8WFdI4zuMoWqklymal9J+kKr1INftquG848uCzzGk0D8XKOQYvcbPlxz7+FvrzyXA71t0LcE66tFP7pWExTR5xHuCGx2ljMX5SX1cXYBCYj/QIRVgJ7zb/cwdI7d40oY5MhWnJRqpadd4DhF6TdtFS8VF9S0swFMmqjxG0WoTvYNW5ly//8HmUtfilusA3m1djKx4aLCO87kc2mLfxc8d9rgz5YQn99S83dxn1E/Zp6Rto3oD2xW+v45UetM4xZnesxuJgvDnMCXgR46+dy6nNEdb1IltFY6RlthiL1DMcPCWpIuEvgFpoFq2SRJFMhYNQuu74Z6R+1iO21mt9yb6zz0YIi0Eqaf5KJZy2G58f2Or6iXr+C33n4vNWxIFcAvtvcTfCfKuv7G/6rvdL5DCu4/rXUX5At3HtMfYEC0H1r/DHpZUznlEx+2eK1J/nfYjT/4fS7Zs2bJly5Yt22doRVH8YlEU94qi+FH8/UtFUfzjoih+pSiKn8Rv3yiK4pfx7+c/0wJny5YtW7Zsn4FdGVJfdL1tXgNHTWSHvFcXH6WkYSNvi57eb//Ht/0xn9KN123V44kv+Inp7+qLoQ/j7KtUyhT+FlVg4THfbaSZUmeRILEFkHqmphtLC8X6ze+DU3URbrh+DY+Ax9un+zOzo4/cbxt60cUJXG1QP4h9rt7A9UfBU5YiDCZofLePJX3LjbQlvPTrH4Yo3UJRRAh74brVxoVdXAhC4L3vY57pBMFtDyOp8Faus9z4V+EdnP1h5+0tFzGiW4x4FonQdw8Dv+jkd8nnc3/vbypS777veC/hTFKxluZVRyV93GHjvheP3efxu4Kql/Hz1qfyfo7B40L7VhGCgffZxmiFWRwJ4H6At/eWdJA6fvcafVBAapTIwUY8sJszV/kC76l9LfDpaorYPe39MnKF55yGvjOBajGjLTTKYuCxjzzfsTLruJpsLIBYKFI/j1WMFU3h84g47LrQZ9okYqNKlWLNrEsQOS0bn9McIYLkjqAwjCLBPKMofI85gHMSkbWT3wjv6fLIvacTKAnPqyH6kgrm6fcqmYPNzArMAf3zc46PCk1my5Za3/d/sSiKvyM//Vzf9w/wH/r/ysz+MzP7q2b2M+ZAqX9SFMXf7fteQW4riuIXzGUysPrGrasoerZs2bJlewHsuuxHMqc+W7Zs2bJduXWfJpVHtmyJ9X3/AF//kJn9S3yf9n3/2MysKIrvmNnrZvZOct03zeybZmZHt9/qT3+n84JlZma3/4/fNDOzd/7yV81MgINhFKxPzVaJA5zp8Q6n7nOLEGf1LPhUYMx0IQ5L0sKmHziHcAuBuW4RziGtixtQpbN5Gk0SKhtRBOlwT4S7zAJ9sFxVqNsw/J4gTI9QYY24TaJvPZhCGqWeUwDc6MSBSZdxSw6cOCDpyO7PnDOTAE33pohp4TGkjekmfXMALS1xvO5G6GZe6E3ajU5vhsRvQHPTUOtjhH/Tgavp50JouvskALK/CM7ZCShzzYm7bn1b6G5PCPfWvxnavxsJf99s3PcDKGUU9ZtKukTSGMcyzJQJtYyARpRaDc9nqPtqFRCR019x39c/dYl7D+kDnjKJTrKVvk2KZ8P+DxCkEErgFu/kQPqsNJUXVkSf7N9y7+poGYCKeULjLEYc4J/GWCJtG4bSFyP3nlYJWIR24DszE6E8ghFyDYXpurKMztEyM9x/8+OuvpXce//IvZtHAKR2p6AxTCKfqHsGxsH5o6X/7XLpRA9PJ2hT0v8KoU1anLlpKvQB/sZUnv2CVEelCnZWfBrl0N+HXZf9yJX9p74vC2uwOKWTv5nywMNv80fuJT78Efd3cyqdP0EfY8ScaDY6B/hfQuOw3V0gV+Cv1pIvloOCi2G7CkjsFPzXyQUm/hMZ+EDoJyCwbF7GBLgUrjfKvUHaut0t6Uh+NsCHbCaOPnBI+cVbmChlwjj5rrvg7EtYeE6ZJkx4N3Wctiri/2MwKUJP6264RqNapiq6Mh1YivIeLgLCOf0IC+UCE42g+Mfvu+8XP4xyyjugAiZ/W/9RieAgvynhF0YLDFFtbBqO3w2NefFDSL+2RIfQroQNRYsojb1MLH2S2Ir946Dp44AK92j7i6/LpoMbIty7fijDD21/QDCK14WQ8nEDxDSMZiGtH/OO+jy4Us4DNytoe80f2yYbwK0opn7hF92xd/8j5LY9CXlfuQCSt3bwqdZCnQ6YXvhaypH3m6brc+XEhs3z/IeRBWneX10A+BuVhfcz2UDs4pSDOo1zE+a5dBLdwn7Un8YTf8SpR6uPKRRTJXisr3LDt2ee2YO0YfLukErZLr8o/eMBImSO3KfmZ67LeMMwxhvzmxjhpx59F4v+NfFeZ7teVhTFnzWzP2FmP4+fhmFe2bJly5Yt2+fIMlKfLVu2bNmu1Pr++qSQyXa1hjD6HzWzn+8DJ6opiuKmufD7t83sg6fdo52ZnX2ptMkq/PbJn/+KmYUUbv1TEPp6BVGnR6EPX34B6Dud+HQKiiO7hQPYeyDEQVufwTF6B0jpDThsJbVWCjhs1wFxI9LllZLoVGzEKbpLKFHiuPTIOgV3+dgknZxeH/3klYXjKIZSsmdtX4NzcwFUVMAZLz4MVLOXchvplaRUfcGhP6eCtFLYjm20F6T9fO3AEArKjoluNRSGheO3mgmaCKTTgwXnrlHKY40UQNkGdw7Oc6Z2O9xzVNRC+kbzBuqCn1oBXtbbafSMbjIUMyPCu8YztoLGeuCBlDbUcfdI0OAzOJffcC9M055Np7Hon28HcbizTSlCS6DBzGz3x0G3wzEvvCaRDh1CLejcPlsv/LHVQ/e9AhBz9LJDh+tq6MtjNIVGWrBM1SkoanP33pZTdYDH0QMqvq1AiJmktJP2T68fEw023Kccua4CVa6FUG8hfXSfpHAsbXh9hwE0t6FREPF07oCZTkS4D7cRfUKRZ5RRo4gIupBy294L/ebRLfdubs6QyrE6oI5DSiXLrfUnCFIgdSjTFbbL8Pzqe4iU+Dex67Qfyf+pz5YtW7Zs2bJ9X1pRFH/TzP6kmb1SFMX/Ymb/k5n9P2b2fxVFcdb3/X9gZn/NzH7J3H+J/lbKp8+WLVu2bNmuu11h+L1ZC++iujLpqaQjZnoePDIXb8GbB/6MjYST0zpN/9DB04qUbkcfwEt6Ry5gUeCpVs9tmXjcuplw2m5QDM894+i9cF61c/d47Ch51iB0vdBQajrsGOa9E2/Ylp7tIV9tcxfprhABXcqWpWjhvT9GHRBuXEm4c8mwbHLDpH49ylCDQ9fOxCtWxO2jbRO4R+46crIOR6Fwh5fcvRfvVXo7MzM7/wPuvPktV6njhXjd4VksEw6XWfDudgmvq1FEhB5koBerH5DQ71OI/sH7rKHQ5F4xjVs7klak8O8QiIIIKRIJoShcLd5+8qmYQq+RtqjO0T4MD1exQdzz7r9wn598I3jAj49d21EkbVLGnnAzs03t+s4agn6HqE6gmLRxOiYzs3f/nLvHbOGeoSlGxtL1mJk15ZC/2QO5Uf6qT9HGcqrHPn2vygkl+FWTY4Z2FsSJbUBO2PY0tFf5DtJVvTRMScS+xvQ1itQU33XX7e/E/WFMeI6mInpeWI8pceTJ5HL58PtJ4Hms9s4jznfHtFe9UApm4OCu7rjw+8tZqC+f21VP/j8OyzSdh3N2txHnnwoxPkO7LsI02Z6v9X3/V5Kf/ueRc/6Rmf3Up75nZXa40ZmVggZtuO4mwpGyfHNtvvkb7u8Hf1BoQzfjOd+jqtLPKb5LmtbksYieYl0ojkB5G0mtxnseiHgKUtpCnHX5AeaRO5hzVoLUo07b19y9laJHZLClmCfWnUIQ44J7ExRbBXv5ndEMx99xn2dflX0IkO0Z5hrdd3l6GNbgZiRFMK8nCjwXpHX+hDXJzGx3QLs9djjm/AOk1LsV3t+tf+We/+CPunsuJArgCHMq58r21pBTnnKZ9b0TPfaiutzvvhZCRUht9CK/QsNi9MLuEG/ZFQ0mwkqEvtmHvjVdunsTcff96DTcb3uMaIBzV0aRQvBrMNOO9SvQUG+GNjoBt/po6tpKKXGentdSmHfIm6exjqszwZyxHzu6457n9zuC1PNdUFNgW4R1NE0zG9LIPVmgV6MIUr0FnruQ/udTy3E91bR1aPf9J46L3t6SfX+CXrNspA+ahUiFw43hfvRJegvLkbSHaTSB2rZ17bVp8HkI7cf3xvZqXw3v/eLMle0Mgr3LmmNF6o+ycK+jKP4Mwr6LI3fP/bdP3fOPwjPKWW/9c+a8X5f9SE5ply1btmzZsmXLli1btmzZsr2gdnXh931IIaYOEX6nk0n5V+0colLwYCs6XyYp2vouHOvhfecZq9ep2BrOp8eZHDf10ZRV7LFRbksH3kcDvsedXwvKfr/7s84Lx3Ri5P+UI7yfrqLHUupAJc99HL1gZrY/jv0vkegfvH4d2qfAJ9F5s8ApIm/JBK0t4QWdnkHw7mV9MHhW8DCrZ7hPOGze0ygexi3aoIVI4u5OOEaE/uaxa8PjaXj5syr2uiunadeC++MVZWPxM7OAEhNlUGSTiDlRgl5lUhMeovo1fVQHPbpMLyhpGOf3oFw6Q5k0NR3gDaZ6U8G7yTnqQo+meImrtft+/yfhAV4G7zA5YUQp6sQjaiaefwr7ybvv2rhMpUSOdIsYcSpGeE1p2rmDcr/A15s9xrt/JbzTPa8D0qQp/Koq9ibX4vH24pXk9FFNWjla5KihbbqjIPD3+GWgQCtXto142m0ao9naj6tHMXrCPqf9lGVI1WzNgjee3usxj/m0HNaFfXwFTmWzG3rqdz8A1AJ/UynYbBi5oc9NUYeZ8CYvkL6wGFblGVlxbThs2V5AK5yqexftI4C+Jt1Sec9E6levYf46CmOGaTonHg11vyvveM/IFyCU83vh3qs34wiBPolYcvcEb5lrrYzZFlGEa5x//A7Q0Dsyn7zi5rgJ1pDJdIhuc45tsEdRhfqCfPdh0KVH6Lk3OZyiHkdhEplBbZ3RBxr5RzSbvPdIb+AS8z7am+uNtg2/s41UfZ6IanvbocnbCoj9e2GufPQn3bE7Nx16fnOxCddDfJTzeBpdZWZ26GIU+iBrOMVefaQGok+Vq64RGWaJfu8hXru5Rmr7D4R7da2Yx5GPfg8jay0V8XuKua5FUBeRJXMIH2/fcnu1Y1lbyddmW2mkWgOe+Org1jFGoGnkwSBCQcpf3YijVmbJfscsqOaXaPd2JAIzRJ5iDygNmCryt91wfWI0Cd//QcY21/2xKIAGUR/3J67fXW6CIDEjG+YFuejYR0jkyeKfQpn+L9RRXdXYFtzX6h4w3X9MRlD8OaL55tUE1wRNg33rvrNvVyKqy30w3+k56qj7mMVTIgWphH+CSN2P8f+n1Vl4fnGzj6JXn71dn/1IRuqzZcuWLVu2bNmyZcuWLVu2F9SuDKkvut56CnBqbtMqRtGbpXiXniJ1U6RKk4Ku9/AiNS/BUzQh91ueS7QUOVlb4RI3RCiJHqrLtGd93Of73zgK153CG+qVXZmua6jw2o0hYMm9tf4dHMoN0kMqaLr4uI9+4yFFVgPaCm+2Rh/Ak375NffAaiqoKT6pCLteh/yUO6Dw09mQH5fay7/invHeXwjexyV4UUtwnxX1rBNPYlOMpNvz3CcgGnLMe+3RzqXwCtsjeLSpAKxcfPDjywugFMdy02mcLi4o0Uo742sNrqTy5r2OA9DwxcdSJkSldLM4OsVMUjnOYk+s2Qj/q4x/N4s91oPrO0Yr4JhEHVRUkT1xbbKrh/w1prRjFEArisU92mv3FsaFIN9s88OZ81gfBKmfnsBzjX4V8d5QdqrBegRE6sjzZ/RcL+QlQFfj/MJ5gakqbCYoWKLia2a2ftOVvb905++PhtEhzBdbj+ga+PInKrBqdcK7NwuIHL3U83eQ3/jLAUVaHsX8Qs0vvEuiWJSDWPr6uucthYvfIXWfRrg8a7suHLZs2bJly5Yt24tr12U/ktXvs2XLli1btmyfL+vNShGCLOih9CnhcNrIXq+lhpeEoZJCVFcM7R067kjh6uAsu/gREaqjI5fpz5CurhWhXlKCxqhQZc2Q6hgoObwc0IEJ0pQxDH6MjsPNbVsOqT70tfOz03R3ZXzscAQgYYRaxTaK0349GRRobsPBi/beI4z9vAtiartJHNqvzmB+n+DYFo7PrVDCbp44RynD7k8mIbScodV0xo6FP7f4jW90zLHes7+1Q2qFCrOZxRQ8OsvLOj6WhoyrvfxPw/u796cn0TE6xyMq3oU7586vuns/+HGltLrv2zfRf06cI1kpAwRifBi4pjTzAmlPFhNk/Uk1KESpj6ADAZwUxNDf9qC2bNYhxL3+1jIqP8fYXhz3BP1I99Pwd9azrhh2P0z7RmNquok410lNaF5x5589DuDY+cyVs1jEbVNL2T75d1yZlhQ7XqjAJtq2jJ+rYA7BgdqXbYgq1slEt67C4Ga7r89BWzkOInYLgAEEDEiPvTyE9g/0vxZ/C7WG4fczd8/dyxdmZnZxGcLvm6YagUGyjdnVIfX9OPJOFVW+492tcOzoA/cad3cwAS6GZPxiBFUrlvHg4GKr/C3y3PZTN0jqD0IHLB7h2F0MakFi+VyWlwqzZmY2i5H5IkHZzAKHmBxmE4VX8vX4OT0Lz21n7rdmSTg/PHb+ANfvYuRaLajXDwdzD14XNwyTEU7wdgZFzAdhoE1+y33ffcn9PZ1TTV5v7srywU+7F11Pw0I5STY/kVqsxXx5ThRmZmuocjIPaUMOlfCbWIR+6r7N3w+T4HoBdVfw3plX18xs8tA9h0rI22NFl/GlTBZkmby3L2OzAsSbGQ3M4ggVM7PN63Jvbui4AdJXmMxmylu/LIB0oy3Y5yJFfyLu5EMqR9SnnYCq6c2wkB3/pmunywX45zJ+euyluFj43LRLEcXAdy6SmmuUZUKCCnvtfw+bjo9/Frlc5+56VZElCs13zbbYT8P7ZeTHpBr2Z/8b7rnehYVrh341tlHqweWkMvDuJffcfjZsSx9lIu+Q/DavQTDCdxv7O/2Pwf6mu/dC2vkU2Qm48YzefaIyrDxPrz2AT1WPrhbDefVZWm/XJy9stmzZsmXLlu3FtOu0H8lIfbZs2bJly5bt82O9EwUtdyOHiNDT/yVUKCLT8/vupN2YAz0R46pks0hhtA5OxVrFf5kuCg5Lj9R/N6B6+5fggIdTL6IU0pcIJzXTuFKw1z3/yUKdnspF4IHObk2vCmd1DX1gFeHrpnGkweQCqKY8IxVdVQcqU54yimDyckj3Rscu0UvSri5WAanffuSokLNXILwrKXIHzm4Kw56I6CwQR9IAtY1SgTwCCZFQHp3nBBnEgZoCAFOkId0cB6cywR+fmm0j6Dqcyf3NPc7BfcMZoU3hoL/3UxIFcgnnN+lxBCI0XSHe7f0/MkzFXFXxeyNI1IwIGKflMQsigjs6l9shwu3vzXc8DdcX9x14sZmTkod21JR2+CSopRTd9iuuLx3NYnHn3U7SBt5D2jikzZufhnGTpktcwae+l5R8h0S0dy7icBSDq4/jSBWzIGxLoTkfFSLtxzTM60eujJvjINB9AqAsRePrT/l/VA8i4PwqiaYwk4iEM1fW47vn/tituYtsScGQfSfRBI17f9NyOLb4nZExJVJza7rK3aEejXzKNrT8n/ps2bJly3a11icRPdmyZcuWLVu2bFdt12g/cmX/qW8nxYCP5f5wHxQba0SY7HBCjy+8okvxfE7i0FENgaZ/iKGjDLnV8Ht6Q+lx3L4mbq1Lpr8YqQhDxeFF7NWbSA8//maKkV54ex0E5woI89VrCb+HY4opYXpxw1Mgj4J5KqS2egMp6R67v9e3n4weVCNiXDSGJE9HxLQ0BJq2YapB/O29xxrGguvbYyIEQ5E3770tRKwQnkEeW++C15rp9TrvkR2ORrY5xdq2rwi/COKIhrZXcTja7mXUV1IeMWzd35tIhoTv+6pPhoJ3gxB7dVZ7lUMOCDkG73qB53aXoZ22vfOA7uhsRbE1zZ7P0neCmx4LD47cSqYYOg4PvvyK+3z1H7nnffxnwzvoeV3NFCms7whXqxqG3zcJF+3Db8i9MUa6I7xfuY7913MCkb5nOw3Xt0BcfN+V/I/0nhONWU0DUnK5c225RUqdRkT/mE6zO32yemfKF1ROYQOvdYr06PljxroT0dvfdM9Xvh9RhDQNpFlAT4goXGwCssU0T8fgsjEVkX6vniJ+mS3bi2pFZzZZFRElkNOET+PIOU3WgA7sMyL2xVbSfh3FFBsiZfXIelqMrKtck8mF5f7lUqMBkF6uA3UsSpfLpYNCt/iMqIlcjxNU3izQsxqglz1FY7fDPcrJd0Ffek1SoEInoEfFj95z99schoi1T387IgpajyCV3JOwjTh/KuL5EOsj69EKNapKgWG808lMKEcJDXAvyDPJTuTSMzXb5iD7Eu73+rgfmIW9CteRwyn61llYf9YzPA/7ienHgiIfxdA831s/8gxvgrT7PShPIUV0EepfHMco/Ni6xOeR937RBdoq92hjgsk+BS0+03XNTARuIZBrQsVtPnQb4A2Qak/pG+k/XNe0b3hqnE9l5/7eTML7e0ixX6YEPA3PT1FoUkfXMv6Znq+dUv9A+y/WbazRSgm83Ls2JK2U0R/6bpl6slnF55hJalrjmIr1H8zMDj0FhZluUVJaj6S3MwvCv2bh/wY1omCOJP300WSHupEvD/59E/o2x8uuqKNrzMzmaJNlfYjuM5M9zuowzXuRT2kZqc+WLVu2bFdu3ajXNFu2bNmyZcuW7ersuuxHruw/9X1tdvkGkDdxDHlnEDyp7ULSSMELfPwOPLA3g3epX8SIYDmCPA/5W5GCm5kFD1QzDy77Az2eY44hesXgTW0ViSWSCmVWIrnFOpR7eubqNHsEtFcEZonGM73Z+jWpH5FXpiyTCIH9qav7jd9y52yIdI7w/dgG3UisyRiK7xEF/K08l8Oijp7jOWGKwh5ilLltQoXJJfIeTrluu3XHWniy5+K1vvG+K9PFD+AREA/r59IHiK6wvnKsIIRCBV9JeUZkn2i6RgF4gTnWidEWq9DONQT22tkw8sQj9TxdPeG8Nz3qgv4TKam2I32G6e4g5FbBoxulraNXHx7oYiUIAM6bob70CJsFpPz+HwJyI2UqElSlShAgs6Ga7xjyMoOo3Vq4jcUj986bG0M0YsDFRLttLoRbCS7l8RSImfRnovbBOxw8zkS6H28dGvBwG9JV9mjDGdSjJyMRCd0AoREUK0HouxH15DGPOctOZH4DhCBtW1c3IlxDhGJXu3f46ExScCISgUi9cgD53OoJXvxs2bJly5YtW7Zs3z+Wkfps2bJly3al1tv1yQub7cWzojMr97HTtUV2HSaIKeikVtoenJ/r193fs3sSfnvC0PiYBjORMOAuCW1WqptPu5aUtTsRZ3cdAxWR8SeeztR2ciopgS2cx41kUukR2l9dwmlNJ66K8eH0R18FcFENHel0Xl++jfa8DM9obzzZ0etBBWY2kmN0uKYhvmrNKSh7AAmi0HQ0ggc6vPBbuJ5CZ5sGInbyJhjuzGwpK6RLO6zSt2VWIuw9yhxCgImgzAn6yE6E6kirY/j/XRG6wz1LlJvgSKN1BNjQ7/kQqRyd/KCtlvwU538qJqjp2ijC2JGSlgAbZgHcIFWgX4rjmyALwSnSP06DU325RJq8OqZamJldvIyQ9vecw719CUCH9pFEzG4yRjEdyezkn3/knn+5cY7vvQBQ7aSMrmdf1bF1iT5xOnf3OZJ341PJ4Xp1oBNYYAq4850DKC62gdrAd7K4NRSlI0DwNKSZ7dQQgNPsOwklxv8uf5PiR6HNSMQPZVlUMTVRz+GY+mQFUCFgCz7s/qiOVUv1fnXRPleA4TrtR67sP/Vdbba/BfRnJ1wnoI9M1dZL+rgGg3v1hhtc1YXk7TxCR665AAy5RS3Gb3hZwh96mpIiD5ELpusWeNhH77l7rt6UMnEOwPkTLI6Lj0PZ9jdw6xP3OQ0ikh6hb45HELsVEW8UUSMEgNqffwkTH8rYaWQDNGiZClY7sEcPOYlL7llOjE9L90CdAJ+mTzQE6kfg5VEtdC6p6RjZAH5W9SAskLOH4OV8AXll3wqT//ZVaAg8cNcdves+V2+FMvWzJ08Avu240Aivi3mEx3j6Pp1hckhBV2pDMJKjlAxv5Br2Fm9s8KN7LtpEOfE18r4xWmP7uqiq3gQqvXTKoYvJkLNFVPcSG5LHlcyoUDNtkc6wknbjpuSwxG/CMX/SBBhFW2Bz5RdeifKokuiZWiIEjn/DLWZnt6EGWw+5XVzUKnACj/655H39Y25RJO9L0fgJFoYZftPIAi60XIzW+9AfL++7e05vOk4Z0+bpPNIIT03v444hB28fp2HU82r/d3gH5MeRJ3iG4q5E9fkEm4iThNtmJhxU8Pyms/AONo/dPcqXhv/B4IKakfps2bJly5YtW7bvf8tIfbZs2bJlu2Irrk1e2GwvnnWV2f60t24mznE4dEugp+UeTudFuK6AQ7iH8OtBnK9EupsF0HA4yRRw8M8fEVOrknNScVuzQDOkA74TNJHOde/Uh8O0rUWAFnXqgbBOHoQtIKljnt6FptnfFFQQTt/mKHY0qxVA89qboDjeC87RAyID2sWIYzsxdRyPic+ZJYghnNBb1JGIvZmkMNs6RzFR8cM8tM0KTm+i8Xu5fgsH6NG3XV0OX4RzVEQUSbOsPsE5LwmIRNG6SxE4nwAAIABJREFUlHo3kSgQii8CZKgmQwc7jZS6TkQIKfA8v+/KcfxuKNvjr7pP0vV60hKju+L9UwhY780UgBumxEOZbwYn8eRNByzcnDuHuaaB8zQwIF8UbF09DINrPyElD6iwgC0z0GM3E3ddN0I/4zPGxlabRH94epmMLQ+EoP7rdUDKF9MYhfbidAL+HD5wYMk5Ig6WE4lCoAgc6H8aYUAHOkEFlm0j/e/y0tX75o0V7h3KQxCAdaQInoIDKZo/JpQ3QW+gwB7pfGaxiK5ZEPUzM7s1i4X6GFWjQn1bAA7fXd9095P2fAWg0QxtMwFyeSjjyIv6uQIM12c/8nvPrNmyZcuWLVu2bNmyZcuWLVu270u7OqS+7K09ZsqT4EuYPk7E88Tzye/NDaT4eBCua8Ab6qZDvwT5Ri081wd4jru5hDQjjJcpNiLPH+49eQTP6174J6B9bO7CKyh0gQLnTc4Rov+BO3b2Q+IxQ6h8xTQxGgYPwbtUBNAscGHmnyAlhaT7oBe4JdJwAb6beFpZz8CtkTDpjXMRsyZRSPIk9pbpdaQ5VA+d166CY7KV8H16pilmF4Vww7N9jNQ3qzdDvTdfc568Cby3+n7IB2SB16+h3UQ8kN5Woi5K6yDXq8S9C+1CCS2j7xQtiO/NcxtBMhp6158Svk8RvGIfHkwPOMdBlEaJ7TlCGaEHnyHqi0mcss1MvMq4fn8sqXred97oBnzQeiI8Pp+mDpSEvbZFEX3yKkVHViJeZ2bWnYTrU8/3RJ776A/i+yWEFEXEMhW/ZPqb86/J/e65UPwLCObdmG78oTTNXSVYxSzxDJMHZma23joPM2uQcjzNghecqVy6EaSpGRHIY4h9XQ090fTaE/VYLN0gO/zrkG9nc+q89x04werR9sjexB27cRTaYiMoiVmc+m+RUBGeh12XvLDZXkCrzNqTLgijmvn9Rgs0evIQc5msAURRidC1sg6XZ0jNCjR6kqydZoGexLmhkVxrM4xRLzqanGtm1mL97MjlluJPzmLh1g3EYbt1mJNLIPRH7yE12xfC/HW4DXHYHYVZ8awTQVxnWI9Rjv6RcMqZto18bey7DnelAbDmka88lb0g603++kHT7YHTPO+RSpXopO4L8Pw9BGG7jWxvqWUANNvTPreyXpEOiPa69S/Dsd0fcfNu9xOOL3mE++33AfE8tG4tLR/F3Hgz2Ys18fxfSNo5thfn7Er2AKXncKcUQKFYMn3vW+4+u7dlguW6abFFSD9T5+5HUv1SPxjRHD61skQTUET5ZCRFKt8X1z/SOimIbGa2vXTr5gIpaZV25zns2IswpZ4uIRwn7BMroc9t8X2J/YKmZPNlxPpbQbS3fRSQ+kvsQZZJulwVzN0gVfCjB06oYyl7nGMg1SQ+6lpLZDpQ3ty9N0tJt/ddt/+YvAT+urRt0JmAJgTGzRhS3/TDOaVGJBH7GxH2egSpZzTDJw/D/uP2wlESb0y2uF+s/2Bmdoo92Eun7tyNvBvWl/sv/9nH8+fz3IuYXZ/9SA6/z5YtW7ZsV27XRZgmW7Zs2bJly/bi2nXZj1zdf+oLM5tSdC383NFT65VbBfmuiMDCA6eofEOFzmH6qJZI+0fOG9ScOK/e/ragtYnHsxdxN4qVTc/xXAEct6+gDvMhIlvA60n0/uILqONcnpsguBQPNDOflqyGx1Y7Ges0ewxv3BfEiwtvKZVou5G0aETqmcKsES5eA0S0BjKxfVu4XAkyGqcXQ/2AbBR4RnskkQY8Rn6UeN+Z+m71Bsov1xEJoUfWLoJn7+Tb4GV9BWji0rVboYPy3J3//7P3LjGWbNl12I6I+795819VWVXvVdV7r7sfyW6S3XTzI9Ki2jQt0x9ODMIyYAv2wKAHBDgwpIEAAjYMDQwYgkcE7B7RAgxoYGhiWCOLsiBBEijaIi1++t/v/+qTlZWZ939vxA0PzlrnrIgbVf3o7srXlX325Gbmjc+JEyfinFxrr7XbY+jr7gbUr9WD5qeBGfVoHXVZFXtcGB9+iH66DdM2KcfGknBk0NVIjWOVfZ8Lyl+0wZSD7VFI3ZetYx/qY4D+IfORt4iES3YJUWWgrB3Ruk33cWwwOI1aR18esMGMEvcwqenZzALjQeZn3Rfk3rvIAhWWe+GRctzzpaD5HBfhWqjfXPhtinccUn5+6Rj7QyDJZmYHQIyJjis737eabqwXUk4+fG1Wud4mF1vPviG1YrIKSP8yR1/U7oW7eHywfJ0g7ES9mRmwP3DtP3v7+RNQxWgPP7OE344wFBneN01aMo+2N9b1jBHjFY+ktLJbeObZLJikbjJmAbp3opqW0kCVmX4mawPO0WSj8y4d4iUbD+/p5dS9I1JhOgdD9w6j+3fhDX8lOw7v+95DZhGE8y/BtK+P8U6rO46bWQbT1enr23OuzwTDPJfvQeM6lPc2MqpYDjOXLAC+Kjj3tRrKfuZL+A7gmtaFzIFkKMHijS9DJlEXc8f+jnsPd/H+1MzB+qK8dS6u+yiV7LMOjjj/hO2Z2cl13MUvhTmlh/N781jch/V5GADMtlu/CYdyYSoL9FPnCebr18BGD+R97NcMhk9ZW3J+xfVy7VSK+zzXWr0RDFMlU+R5enNeh1nIMNkUWDudS2Ysyv6ujmr3dCnVH6CzXoOhrjD1LLdaVpnmfj9cf/41x0av913/6ZqA7S/BhvNe6/gh+88qBgthg4s/dczy7PMu04JroHaDpn6I53AiUx/XIMyY4LYtmccHcKaff+zWH08uQmmN3a475ggO7+1WGFuembZq9uBSTKU/uOGOzfVHU1YdM2xXG6xP12H9wSzCetammRgEQ2ffbdD993C/Dodg2pfikyH3wCysrUK9crMdmETv99x1fHS5a/Xgfr10vfWda0807f0kEZn6GDFixIhxpVGW1wcZjxEjRowYMWK8mnGd1iNXytQT5da+Y91T/8ekuo/73GaLiKZ6p86G+8EScTyOsvFFWt2h4rQK3c7iBtBdBaOpd29XUVWzkGywQWYBy5opmk42m6fb7Ei5LtS3JRquCH2RgukrauXYTHSzdZdd0W95t1RmP2iXUqe0587bbnINrWmozYS9h0Y9p6ZddIrUiXlWX9C2Mq2xwlKzlQh0C/4E68PQT8ufn5iZ2W63iugtBD3MoWte7YEZHYgGqUu0l9vWfYfDWE3l5tGzYAVdk+3CtVTQZmrFs4YaqUHzBZS5Kyg5UNllz11DuQjfJRhznV6VLTALyP0cjr0c1nqf2g2shg/cq3QMV2IZcx7N5XMrWSY+86OoMvV6XmZQlL3tseMZB9wEHY4ZmSq4Nm8moo3jIdDnvLaulMSb3HEoePnYMT2zw8C412u5tgVNJhK8AbNGjZiZ2SFcZ5+eO/SdfdPLmlFlM7PZOpz3HKwBGa6+jF0i4l5bn+g9AHuP73Y6DulPR89n0Dei20/JkLCUn3gtsJ9Xxfb4jxEjRowYMWLEiPHqRGTqY8SIESPGlcd1KSET4xWMxCxpbyyTsllJTRpHU9sk3x6nBKlTAW8LHovp63kV8DQLRnd2CRBVzF3XnWraa9PzQXPXxQnAOZX/QUqgpdDMzIpEpHY0K243gIIkSADyUwaloDUlQiuQDGvpP+7v0+9JIIgJKuViXoImIDKlWP5vl5LiS9NkAJDsI70K3osO5HXruwGU9eUBs6rR4UaNcHEpG6faqhA2TE2fI928+74DbLPPBOPR0W13PpqnqWnsJQz5aBg82HXb9sRMzZupNoDv7Pe6oKHzVIzy3nKA7w4MYvtS9iyrGe3xHHk3nIsSvgWIhUU/gNIkGVoYEywxVxnbuG/jBQwDlYzDoepmZypDWwxwT9c0Udw2mmx1SRLRTFKkLbimoqH/Vg9gVNdkYIzwhm2QLRQijaChnzeVxvVrG2nCZ7cd6dT6J3v+u4tfc3877k22zktigZ8kF/bF4PfW3tjMzE4nzmqvJe+dTs3gt26KZ2Z2uayaFncb+tbLNEF8qPSO5zjouvT7VKTMFSmhhLaxVYKUgGGgGl9reT09r6bbd9PckpcsBbwu65FY0i5GjBgxYsSIESNGjBgxYsR4ReNKmXpfHkwAFw+OEEGr1KhIKp+tmSAp9IJjaRUpv+BTvQdVMzvFYbzRSFk9h4ZPu29Jo3isFyB+vCiWljFBzHg6lvdLe5oOWyuXowAYTrc4okyh4fxMlYcxTjaX9P0hylxkteu2gP7TaM8a0Nek1t+VY7xAJuHvOZF12Z/tZJm+VMqrzO7h4t90ac+Hw4C6D2sp7jTqUNR/g/JrxU2HtnalLBoRySXQ99UsMAI0S2Kqeyr3ftOHsRiYEJr3KFpL4xSeozLm8NkGMKklWwqgwzQXmreCyQn7rgMmp15m0MxsAVZgMnf7rURSUC8fV2EC2MAGw8gagOolL2bB5G+ZufOGMSup3+hLludTVoQsRlPaPmURCfo+FcMeQ5m8+Qm2BZqupjo0K1xvXF/M1+H+LovqKy+rmMpVzfOGMLUxM9uD0c3jZ0fuD3cN24p8JiXSDlZJOnAMecT01KH3reNteQbHjBrdhb/BRAZ/VxS8zuwo4hxK2Gzjt7xnM7RtJTojbv8ysevrUkImxisYSenm8AYzsvCH2qeZn2Prhqpm5plqlgQjG1UUcly+72DY1rSOKF7AGHF+8qXQpM2+lBzfDTRF03NwOl5TtijvBU7/kNP1MAd2W7q2csda85q0qWl1m6YoaSKYYs7u6nupKmlMD8P7V0uemr24j8jGbxqM+tJaf+s7qOTchTaWU5kAsZZKwcaPfuapmZnt9wObSmkT38cXaWBHL1HMLDlw89WwV5WPmZmtcmYDtCrXYRakUhnmmBys8OrN0MSdAdhomKGq1Kp+T5pKrPZRUpHrhZmsM6YzN5dSurgHw1Yt6VovJfdsFowOaV7H7eslcc1ciUkzs9JncWzLwlJvBp1ubbPiGgTrDM206A2q/b1pyIqoj1qVUHIeXqOUpM+4CV54vt/I2J99OYyNAn2xQulgnaO5BmmTccdph1kY/4c9tw5+9/1jt8lNkVdi/1Z9/SH39nzhzn8xd2Nyry9GfVl1PclnS7MqeI5Ba7X1XT0KvAjShgme6xZdCy6wJluXNcZe1kG9dP3STXuvy3okMvUxYsSIESNGjBgxYsSIESPGKxpXx9SX5hFQItlmQbe26WzDJB45YWmXQdiGui+i45tcEecam42PjZTvKIE0eyZZy9asaXTHdgiLSKa7CQ4hQgjwcvc7Dmma3g0bLw5xXqLqWQNSz9JwwrayLNgSDF/a2mb6fH+xSqAcm/2TZ9voZ8igSLbO6zMa+LsyuexPaA4TZk1IzUJvZMg/aHmdqds+g3Rpei+gvq0jh3Luj9znXm8bWdzU0N4K6jtEeZcdh3Yqu83mzTco5fcoaMfyW0AimZEhiGSWVRHMJpaZDDkN6yr7A6X02i3VIvkSb1Xtm5nZbOJQcuoQ046WiqmOA24zmQSWYNVFuTyg/VrGxrMzrDgo3yUUGbLE44Uw7R2Um+O2We15MtuCvtd5eN2syGqxRFRHDOuYsQJ0Pb8txoDn7l613wVj/xpKzPVVm4htUeJnKeN5BfacqHAhD3Jd26bl7kYd6CXPUrR/+zliGbgh+mLZCtfL7JILlCzMboZrovndLs5R18iZBdbfM/fCMKRJtS0LyUbIay8qZSY4NscTh+JP9kJ2CEvvvEzw+rq4zcZ4BaNMrCxS28gc6TXVzEjie6QnjGntna/aUGYyZTPM33tg7GUO4H6eca9kxZFhzCrbFpodx/nUE+X6vq3O435+lHdyhgy2Ng1od+T8MO3NOtW5KGlov2faxG+ADD8ZUu6l2VsZ3n9kA/OevLtYpQ/HThvMZjm/ko3Vd4jP2PPrEM3+QruLats2UlbWpq4BvUc4jqw3k/tOS3xy4LTNByjNRY2wWdAC8/2rJU3ZT4MDt/2gvW2wOkd7Vx86Vj87CaVYB103F/KedNtV/wL3N2R/NGVMPudd25ZMs9SvS7bLvXlmG/eSz4GWrfP7I3PxTJj6C/zcbTPLktlsMraZ0Yd7UvS25yre0wLbzFMpW+ezb93vus7heo5jxD+HL2CcK0w1sv/4LO78obue8b8hGa+7WMtgLdcW894Vsi8WOZj+Bj4146jE/D/IgqbfjzP6dVTmf4wJ7Mf1y7oVrp9rjI8eHpiZ2a4w9TT7ZWm8pvUHM/faWDBmrdA2Pss0IWbGnxp351hvebNoeSeMV24tt+xXGfu2bbfjZcYP+3okSZK/YWZ/rSzLn33RdtEoL0aMGDFixIgRI0aMGDFixPjBx3GSJH8ov3+1LMuvfpIdkyT5m2b2HfsEisir+6d+k3hmNl0Jo9ojc02USjVu7rNE2a31QQOqxkMpU0/Eu15SLoBLW7tXuqqm5U8FVC1TMs/bSBsZfrKe8+O0ev76eazKfOcGNAvn3UzD7cnA1BcHrjFtYerTmha+2HMXuhkJiphWkU7VtpdkJjyrHhC+LaxcMwTqmkPcHjIVZrZVajCTe9+aAP0FoFtKKTxq6KiBatLTEJldgAFezgNq2zp0SOTuAC6zLWXqgXITvf3xMDCSGguvmi2vkUQf0smXzri6H1FadbdtZ9RHw92zQbPVxNQv6bz6yCH4div0AbV59dhISbwl7mvRrTI5lZ/ZvZJJ4cc4mfpzfW7BZtT9FGQ8+0eEWQ9SsnD3O27/y5+E1q0TGA9q0tgX6mY7hxPzbASH3cfQgw+FccE4SnifKkx9q/KpJe6KGqut5e6oJSs/49gTsjD5oKEEIJ6avpS7I3vB9xyZF7PA0O+1HfujGQJEyJdo77wIYzxs5D6Ihi9km01eZbTqngJmIfvh8jhkd3iX2pekqi8t+aFHxmPEiBEjRowY1zuuaD1yWpbll/+iO4Gh/3ZZln8/SZK/9b22j0x9jBgxYsSIEeNHJzauTFfRYJDrZYLE67rbKcqMSmr6EEZpfYD7PJWmGNPDzqfR63cAIes4raaREzSty9osAPD0m/KLVDE4JdFx+Gfumk6/KGa6NcmZx3kFFGXa73IByZp0X6tXBWPZVy01hD1xYKEv2yfXtoZ5KmUIKgMsgHMSSH+hGV9dImDS30z7pWRwHs7RhbSqe+5+X7wewNVdgMlMmyfI20q2JQIeiBW5WYaxQYOyXms7/T7vgDR4cGFmVSPdTq1sGAmJUty91j6l2YG6q1SkdPwGx6Fsry3t599IoOhYz5EK//jZyMyC4ZqWRmMqPo3fVPI4Q5m7+QbyOVyb3iOjhA/gv6bPe/NDPksoCbnOlWiACR/vtRAbBjA971b7UY0mu92q0V1LDORIzvBz8os419MAhI/NsVM05avIWEumpoMMERNdkgkF7hLT8JVU2MF42z1x8o/pOkg7ON4ypsajS/qSvu9JCYx3Jbn22jB/xKeel0FSgcSBlqFL0e412jHJUe5RpUW8/qIqBTUzewYTv+nQXdNOxneEkF5WWvlSbXs//UiS5MTM/l7tz2dmNjKzdpIkv21mbydJ8rfLsvyd5x3n+/qnPkmSt8zs98wsM7OZmf3HZVmeNW6bm3VPoQcRHdemS3oXE4oy9Zxk2EohqTzjXHMsNRNN/Kr6qe75Bc67HuFFIiyxf7mUdGUXTdqMzrbYRtrL7fhMFHzeZSzyO7KWm1JYNR5n4b7riev38gYYa7y4UtFSter6+s72C5MaFk6KpU70S3odQG83loUGvAtWR9DLiRt8whctNWw+QyLs35nwHuB4an1AKTv1gcLkrpauX+YNTu8J5sM5FgHn547BVs+EvT3HqDY5wXKy2sV7UZ1IyQqT0aRruVnQkxVIIcnBoHfeC9tsPudcSveHjnUdCQPtnT9rmkez8NLngojtNjMrdt21PEW/rr8z8t+d3XEvYmZi5HNoti/EyfxG1SdAl4IJvB1KLADU4b6kGzHu6yqUXQ1+Dbx32K8lYweWBV6Tqhk6l28jk2Hk+mfUD/3Ea+eCSdliLiJYceASYz/7MOj3umdgte9sPwdzaNrIeM+KcO/ob8HJRBc1dLk/2nd1Zh+fO9vbOzsXfhsy862GSZHH3Ayh15dF2hCT725rgXNtZ5UsN5/gVU1NcNJwvagAoLWTva4QmT2sL2xmdt52/VnPXvhBxjUxm40RI0aMGDFivMLxaa9HyrJ8aGZfedE2SZL84Yv+oTf7/pn6R2b2q2VZLpHz/+tm9r98n8eMESNGjBgxYsR4ObFJLJuktmkLuF3DxgnAZQL4k2ggc9hUdowgIk1mFVT0hr7MBlBwHYAbAdMSYGii568bkqpcCuxZ2arKrNSYmNd48aan8+WCyZBD1rbYlvrklJpduO+SvcA4d0AmtLzpK43Dts3cCJ4rsE1mlmatm4XI2lYsD4hmw5QvG0hJYJwnMWYaCMBMQzwQJu1L9/vuN8O1Te5Dvtjd7lu2l0ZrlDhp+ynpOpsP3CfIBjOz/T0H9u+iNGpTaTD+7bjvtlUwmxkSBGlp1KrnX4KAuMQ96g8CUH40dMQASYYm4JnRVFrVgPcuUZJt/k9cabWHvxDOr2XSzEKpVDOzFe5lByWcvdxQxkaKksEl5GBVptt9Uk7We4L7IFJEb3qJ8ds+k0yJBYiYITJEwNxnJ6HsHKWMo67royYTQTLUzEK4kFKL01N33xcX7r57SbGZZbvu2CSLVEZHwL5HnW9SzZgwC+Z1N0cgFSahlt5rQ5dawhK8ZOx1bJFQSvC8qMEh99trub5oYupJfsw2na3v2CfMMOC10RTQLBj28vo1C2XOEogrRySobJHRTfNP/Z/uVyW+r3/qy7KcyK8/ZWZ/R79PkuQ3zew3zcxauwffz6lixIgRI8Z1ifKH3202RowYMWLEiHHN4xVZj3wSTf4PRFOfJMnvmNn/XZblH9Ua8FUz+6qZWf/k9bLoI0W4Lzq0ekk36dikoawYw1dhI7ilpVWIsDI1GGDu0Z8GdOjRl4HiMp0820as2RQFroj4Fdw80fPikHPsT588AbcIfrYmLOcW9u8/cgednSDl9oacGJqsUGpNjkntWq0EjZa98OwBNXnSX3UIrPss/Dw/wQ9Ic04k1Z9t8IaG7G9pNo/VmrkvL98K361HSP0moilNymdIrV871PNc2lcixfzkHyPt/991Hb9/FDCmHRiREW3tCOraQSp+kx6O5WjqpcDMAuNAdHmG/l3th+McowTfDaDtWvKGbSFaebkOeixvYIZBp23bRTm/DOUMLwdhv8XUDa78EswJH4zbATXfAWJPPV1F40mt0wBo61TGDJgOPlsqNfGPqfeGo3RDmIt9MCYtMiDCau2gjAruU19K/BBFbkq/r6fGk0GZnEjKecfRCmWtxJJZSEOfQvc1zMLD6UvapdtINfVpNwbuvj784NDMzB7PghSCY4zIt7bbsx/9bTkJv+P5e+k2Uu2ZAmjamsYnz98pQ/vJ5ExX7jrH0zB2WDJqMFxWfjcLRoBqUhgjxnWJZGPWmqam1Zu4Lsn38By0qwa0ZttGqso0Mih1W+MxLkVb7fXtNOFdCtP5Dffzs8/jHGDo03Y4B+dYMvXJQlh4rE3KdnX9k4qsLVvSNJU7haalc5aCw5zCfSZh/+7U7bC4596Hna4w5SzZinmC803TUtkzzyuRH9YllWK66mVdNAVFhkBbmNKgu4a8TcpmcT9KG2n6evE50Y3vYX4+IS0czs+ysqf4ne9Tjckc5q3/j5sT+j8bpFn71NL7smGUYYkssLYQU8nVBBrqOTSonA+U8VxAslicuW33j8L5bw2cFpulSsnCr+QcnBN5b5qyCG4M3Rrr7K+4/Z+eB8Z4OnZzC6Wd/e+GPmr9pNtvBONiegQUKn3E/Zph7VcshanHoWjwXHS25a9+HYq/FfJ/Rv8Rnjf8bzB7y92HnX6QOVL2N2xjbL+otCzv1SB8Vx65z9kTZGioojermv42MfUL6BWb5n9K8o56bv3xrW+f+O+eHTiGm+uObkO7/XhB6d9KuT6W8MU/So3rj9rY1AwRJsSkZfVdqGV/LxeuoybI3tDsHfoU0CfgLJNORfSzlfcOiPHi+H419R0z+x/N7F+WZfl7P5AWxYgRI0aM6x8xny5GjBgxYsSI8WnHNVmPfL9M/X9iZv+RmX0+SZL/wsz+cVmW/03ThmXLbHVQY2Y16FgptBpdXKXCWviurk0TxpvH98AOvrq8J26aAOhyAkaCytIYjMZenUth3LDfmqZwAk5BkuLPS2Mxlu0zC6wlz7cR9nJxq6p7yQSh9460QMgKQbFTlNkjYhbcXwOyxbJeZLkVPiejSRZ/JqynN9D07rHSz/zEPSAKroaE3Gi1h3Z3pC9ooMbrbSnqzuu1rejsuY5O/3OHTL7Vrrquuv2SymcTa9oCWq5OpESum5D4Q+jSmBExBsL4RPqE7ATdbYmeuvZVLybNw+8XC4dy0415JCXPeExqvdQJdwXkuzjCc4BzqLupOtSaBV2gbk/92mYZzNL4TPF5yCrPmL8KMzNrTYmEh/PkIzA1fZg7yngmw0LEtiUsMRl63h9FhTdp1VDQ6zeFsfEsTq/qWKsxAytxmYXr5fkGtq139Eh51yHl9+8/MTOz00nQTQ6A8LO9uj9/7qJNOr6WGH9FQ5nMtOaEy3bkojtrciv215RUGYLzcTAUzJdurO8ju0TNGRkvq6RdjBifeiSlrXbDrwXeV3S7T5mVpu8fsIlpuv2s1Z8Uzr/lqoFhwjpgI2sDOoyHUrFl9VPbwjWKMPXMkvIMJT74bjYLayqaFRc9WcDwUMziY8bfcXjXJPfgEN6pZg5qcA5r41xN7yW+I3Nh06ml53kTyWpao5mdM26zdUgffs7X8qq4B15bjddgMZQ1Fs7XQvaBGhDzOpkFcDHpVf5uZjZCRtzuv+0YctUtt2oZZn4NImuWeobYWphJuqZz7uZaQNc8nBMf473O+cgsMPR13fVc7g3ZYzIG6BHZAAAgAElEQVSmWnKXGQb8vAnGnu0wM5shC45tbN8V93a0pb4W0QoBPmtwxx0nH0sWB0tRYGymfo0umYVcW2Ob9kX4bnGMsQxNPQ2CW7KW8plumGM7DRl7jHaGjI9N2IbrjPW+W5OVsv7uwVGf434hpWUnSJvhGihryCDl/H/YcWvQN9985L/7YLxvZmYDjLf99tzqwTVCH+1QFr2+7mjS1HMTZgquy7B/ikU6x1SRVTMtzYIHxcMz98Id7YQ27sLngWODfXO+DmuV5abVmJ0YYzu+X0393zWzv/sDakuMGDFixPgRiVdBwxYjRowYMWLEuN5xXdYjV1anvkzNSjB2Tfp1X5JO3GAJdCXUamjdUdSgZIk5RVwNZd+oyS86btvp3bD/8ANqy+DCKgwyNcTUXR3/vwHxfPY51Nl0gJl1zsN+w8cOaXr6eTijImNAj02mviQKLM62LSDFHaBpigITIV7D2bRYb6cvJLUxuRT32uKSdWWBEI8Ciuxde6kFVJ3SY2i4ZmBy9QR014Vmj6XwVNKzuIHzUwOl9x7tpd6o1wttorsoGWdFvfmzrxXbwLhPcod+jqENNmlT0EpByyQunY+nTiPG0l9vHIQKjWRpibJPe65PlTmnZptIaJ7JfUqrOjL1PJii7u/iPafHy98Ieji6ynYb+oJofMg+2NSucbuU3qLYdjUmuj7ZERYftWAJWGcCAHttJvSbJ//StePdf18ci3dcG9pgPipO0dm2Q+snCV4DmeeciLO8kMm0DKGXU1deZlDwvFVNIRgKPJuqTSN6vQcU/N7IjQvVRM7W0Is13AOejx4CT8+CFvFy5BBpIuyDdCX7FZXzs02avRCY+u0+JftDlPtsJ+jVzh46X4D2LXgBtPW8YDSuS05ajBgxYsSIESPGNY4r+6c+RowYMWLEYDRJa2LEuKooU0m5N7N0CBlXq5r+WmiKeO6ZBvfRAEr60mzz7eVVBsNbL3vqhmOP36ymDa+6OI6QGUy7T2Bq138i4B6w3jXNVkE8tMehjZP7OAzS7kuR/1ESQDPcFkrUdRvAdt9+adsKqdT8pCqwIynXBGMXAM0XsyBDYoZ1D2nsSlKs0JZ1DjM2mKmt5V5RkrhhuTfp/9YYJJA3CmyQT9DgD1IuljgzC+QCgXWCuSQWzEJqerchbZup7TS8I8xcKZsG8orkxPlKAFiUyTsZOsM7Egwt2f+w6/qGafNrITkIAjeVO2OQZPjo0qVI51JS7s6BIxlGMP71KeqdcG/3OvPKsTX9mv1FAJrSgkUmKfZgeeYD97fxKpy/XNK0l5/u750zkZji3lJisTqW+wBjXt7jNKOcQo2BMX4+AWOb10oc6rEo22gL+TLquX5TSQSDxALHSLsG5OvPo5YbOQ92Atn0QeLS78+WVYO5JsO8IUmFWZANToduTK7xwijQD5Xz45Mmepp+34Yxb31M6f7Lntv+4dCRVtpvQ4ypQasqk9R0+4t1r2Kq+DLiuqxH4j/1MWLEiBHjSqO065PuFiNGjBgxYsR4NeM6rUeu7p/6tLS0y7T48OcNy2Uh7T6R8ivsY18pIQ/ftc6BYiPtPhlKunGHaLL7vWBJLUFi5jBj6D4FOtfaRrwJdD35oqDJOEb7EsYbg7Df6U+ipEi9XIwiQPwb2pT1xKgDafddoOGZpMGvgJqu0YBNQ/o9MUAihsWFtBv93LrhkL6hlPKgWRnPocY8a/R5+1mG48iQYVkflPBro6Lc8kj238X1UWagzw1+JjKqXzGlfQcmGloajqYv/Yyp1O7YWgKGKN/5xqU2TwUZJJJNZJEp92Zmp08cSv3FN98zM7N7w1Df74DUB2KG0j99MS37YOpQU5rNqAFcp2b81pP97h+686z3L137G8rOebRdj0ljvnqpnIbU7yajkVXL9QsZmOUgtCmYQcJkMQt36PDrbvt13x3zw1+G5GQn7M9yR12Ma+2LOsOl6LhvJ1U3MjLIPlDmMIfEJBdUfzBy44Po+G43pN+TWamXaDELhnVz3Ncmo7ydDEZDHaboh+f3KZDyIG8I45HX10c/n83Cd0/mDjUn+8JzmAWTRJrnECmvpN+/SMKAruQY3RFjo/yb+PLH3IfKBTiu/qLyiBgxftCRJMn/Zma/bGa/UpblnyRJ8l+b2W/g698qy/JfJUnyFTP77/G3/+l7VeMpU2col8j8S2a6RTka3sHK5hV8zzSt//BMrud4/mnYtRvmWrLevuyssKF8SxWQjLXPUF5VSnOR/KLUrQg+n5aDqKNMqj1x+6nxLSWB3htLpoQ6Q9/DGmEgRqP198JS5lXP1EMiyGvcyCuE20wvHaucyBpnd+Tm136Dsem8BfaWc+FDGMuWYY1TcI2Bfs8mMufjtbc8gilwH+tGMW/lPS0b5llK3kYdd5fIWA+zcG9Z9tTPtw3lQFnGdtKwPuDcxm2+/vCm/+7HT5wx2ls7zqB1F4ytmqrN2tX1yIezPf/dBY5JZr+dbLP5bMvdPcfKL8XMLcjVUNIN+3cqRnOY7xvWIK1a9gKzEdQ8mPPmDubt5SCcf8n7jPVoPkA2gJgy89lYnsAoV547rkVYttU/2zKPkj3OWywbu21YR1adfTNdhvE3R0lBZnpw/WFmtt9zD+VOLdNBY1lj7DVjiKw3pXm3upf+O2ZBnCGzY7XZ/t+AQYndxe+HknhP/gN3v/ehKeYaQ///4P3u4rtC1pJk7ZsM/hi7WLMfDFw/vH+677/juPMmjhgTWvbvYtWzMpr2fqKITH2MGDFixLjaKK3igxAjxvOiLMvfSJLk98zMkiQ5MLP/0Mx+ycxeN7PfNbNfN7P/1sx+zcwmZvZPkyT5X8uy3P7vMEaMGDFixNC4RuuRq/unPgkMvbJ0/FvZWL4Fn0DnsqmUb0GZlvwI+hXR9nQ6VVTQI8Y9YQNHyAwoqiW5zAL6nZPAlSZlgNPzIXQ7UhJnU9NpETlMpRQYJWgEHrUvaB5GhEy/exFjFkq4IHsBJoIHfxwQu/O/BGSZ6LuUTGPriEwXWgoP5eYKaPg65+G7ZFMtY7bahV5qT3RiMORr17InzII+kZrF1VqY9hpa36TPIvpLnViebCOUTeXFGHMY5Klp2b07T83M7LXBuZmZ3e4Ew7qdbGEay43bvyd13HieJwt3TDWlCwy9a/9BJzjPtdIJtklxbDH9A6rPMmxNaUI8LzV6dWTczCx9Qak1lnYhom0mGR8sS7hsKFW4S42i+z1pybExjom8KvLLsR20mYL8UhOZJlvfeYZ+hfI5zxwDoYaTnZqhoOoeh3U2RRBnIsPnYONSMbj0SDn2rxvXmYW+f4x7z/um0Uf5xTsPTmW/aqaJ6tU2Xt+G9xz+PhCGaFZ0tvarBzMTtEzP+U/CjLJhXNRLMMWI8UMSb5nZn5RlWZrZe0mSHOPvnbIsz83MkiR5x8zumNm7umOSJL9pZr9pZpYd7lsx3FgmawUy9JyHOVflDc8AS7sWUm93g2zD9Nw9x+URyniJJr3OQufC1NIMd3mItckTzC+nkrWFH6kJV6ae01CGd8a4pp83kzLBvCQt+8aMubRquqpscjurzitpAxtd4jo4r2umwxwa+vQUrPKbgXHcBbNJM1Od57Ia+z3ed33c+VjmV9TQ425aXnV1iHu65+5Jr4/sMSmjG0oBY20nWRSbDjIdayaofXkPcy4gY7mWsUGm0xu94kYqm7/CzXn/3LGYt/bH/rsHO25dcrfr1iWDdInjhrG5hD6d7VAT19Olywa7QJmwfkPZMZZLO+64jDHNkOPcyE8aAW8a7lHTGqReJm2Dh0sz5rxOH2Ns0NvWn5P7zrF200eT5epYIrnJCyKrmQarJ8Qa90LL7G2dH99xHXIpJWI3WDcMjt19U+NZMvTMMlUvhcJnYrrz+0xBSS1m9h7XmhW9O/sbf2MpuCZDZK6J9n7lof8b18FzriNa2+sIrrE5JHTNa88h6JW551jg+ZuMvtu1UsYa07QTTXs/YUSmPkaMGDFiXHlcF2OaGFceTQWkn19UGlGW5VfN7KtmZt37r8XRFyNGjBgxzOz6rEeu9J/60GlSmq7wVL37aEvPsvwZ0DTqwt3fqtukDSxg+B2fWiIuI9LdcCd5bI/4bjOjZOjz4TYKThAto6ZOsgByXlIf1ytIp2dGN7UGmLCX2CYRvU0LGh7ClkXqtpndFt0ttGPUz2cNbC0Rw1S1z2m1FJ3Ifb12bwV5TD4C+9oXFBEMfRefiiyzHNoSWqTVMgzHy8QxsHXNuFnQMxHlzYGIqwanrlnb7wZWnEwAS9nt70/9d9yOyKiWFxsSHccAIVpayH260QnoupnZON9ma7se5V/L36oMDrMAmoKMvVlAzFNwuE1acQb1c1rCT3VzZmbddmgHnyP2XC5+F7Nj6M4wjokqF7mOZ7IS2EYf7dojpYxFgoyLtOTzEL4jUs6x0v8QyPkb4T7VMxm0T+qaQlMfBrJAKzf2dKx6vSSO1cX4UMS8gEB13nb9e7EKKD7bTX3/nmRpkD3X8fC88GNOMgzYTl/2Uhj7HD/TbVjfjS1oDslIaUlIy7Y1fz9qkSTJ3zCzv1aW5c9+2m2J4eNbZvZTZmZJktwzM6a85EmS7JtLv39gZh99Kq2LESNGjBgxPqWITH2MGDFixLj6ePnI+HGSJH8ov38VbO33jCRJ/qaZfceaLdFiXGEkSfK7ZvZXzOyWmf0dM/sHSZL8U3P35rex2X9nZv8Af/ufv6eePjGz9qZRXlJPw6743DI1P20YvCtI1FCSbn2ynb5eN2lVAJKlsNaQBOS7AO5SAdtwqDqBYGaWAlBdHQDs3kHZOpFE8WISEBWJSAPLzJ2v7G4TDv70ZfU7BVzZXzT4ooyhUjaMRoMoJci0aDOV1VVTpM1Cv/G7DKbLRTcsYfe+AdnBA/d7PpK8YMgAewPKD2EsK+X2eD6CnCtJwx4vu5U2EoBtKu1F90H9jgZrBI5HbQfuqjSM21AaeWcnSP9o0ksJIAmGTHKfV0k1XV3T5wlGT5Fizd/7FaO/7dRuxjxFSb7U9cPYemhzuEaSKkzpb8lx2BYC33Ww2SyAyrzHOyoRrT0vKzxryXkgKBI6MibVfczC+OFn4seWmGAy/b54Qfo9vltCKrqZyrbtqqQwaZCzMVVejfI47qYggGh4R9LLLBBBg2SJ38PrrV1WywUyjb9C/mBskRy7NwoG0HU564siqxFaZmYFZJIkokg4KPHAa/RjQ2RPfCY4RnzZRav2X/KyZ+LI1MeIESNGjBg/tHFaluWX/6I7gaH/dlmWfz9Jkr/1EtoV4y8QZVn+Vu1P/6e5f+51m39kZr94ZY2KESNGjBgxfsji6v6pL4ORjIk5heU1+EUMr5hizhT9oheQn5333X7znCZxggplVeeGAmYwZcUUhp+Jfrjz4pPIt2Rge6OaTYdp6ba9Y21blt8wC9m+Cdri+8TMVhlT7KtMgZlZTmQQ+3XEBKTTqaXKEs3cFxQT++XsSynhx/TonCU9xCCmhJkdJQjdMzFmOUC67w6NCIGwSf8TXSv974q+AdEEar6W/XIYaTydDKweRHmJchMFvFhKujMQ1ZsDlw5/szvx3xHlpCGJmqXx50Jr/TwniChmAvGRgSGyupE8cyKRTewQz8drWTeUn/OmdloGB/eMZidsf5rLmMMx2Sez9bZ5Xxcyh64YIa3b1XE1WYRxsR6BzWDVHPqozGWbdrW0USnIM6+BKG9b7n29d9ZSNmmB5yBH+v3Q+QbZXKQBLC0z7br7O5RyiN3M7Zc1pLqTKXjn9NBd0nFo72HNPMjfc0HcB6Ubj57FkXZzHB/33ThUk0SyJd7gqKHcTT2ayseQGZqK5IPme2RUlH1jySpfZkqQfRo7vbzarcmnXhc2SZITM/t7tT+fmdnIzNpJkvy2mb2dJMnfLsvyd668gTFeXiRmlpbVUpqY97x5J37XdUMK1jvNtlktGrUNP3LbPPssDbCEDfdGafxO9t/UngeuNUSSSAmiN+GV1xglckUP71sy9JpVwHPwdamvEZr/Yc7n+0uNw3IvEXSfCzG35bX1wbB2YEKnbP6qDzPQ6ba8bFNbQDX1W/i06nWY2eII7R/g3TVQGWDVBNEztzIXt2t/S6U5LF32IuPdPKuaf5EVNzN7CqO6XZTEO+k5g0CVXPFd7c8hMyHf94EphfGbbMM1BNc3Kh1ctGisxywIlCoWxtWvZ7BNk8SrbmamTD2lgGPr4noki4HnNbLSrm+UTQ5rEXdtaiaX1UrRrbs0kfSb2BqSWD6vuo5dMdOjpvtTo7wgo6xmVej18xr93K6HK5jpUS17Zxb6qXjBnMe+eTh1FzLrhr5hCUNGVhkbWGtCdsv1hMrpzuZu/fFg98zMwnrGbY8slgYTvnqwH1J9caApXH80GfdybHP87QzC9XAM1GW19ffBy41Pfz3yg4rI1MeIESNGjB+5KMvyoZl95UXbJEnyh/Ef+hgxYsSIESPGD3tcIVOfWDIBcyfsPMFAoqqpaC2SrGrSpiXpii4YyRnY5a6wyzXEhchzKUxjOicDjXM1aNMIdELO5I7Vr26v5eq8Xg2fRMw3fUG1aP7H3aQv1lMiXPjDSmBooPXdPWiq+oF9pC5tU7vu8Y6g4Zfu2IseS8ttI80rb0IW9ivRvyz51xmH/aZ3k+r1tRvYw5U7Ju9BJgZ/PZT3oYas3d/e36O/i8A+TpadyjYLlDcbSgmUtw4chPt632mHDuQmtsGEzlAPaC2I5h+f3jEzs1s9V5ZsLwuMKtFxopXUEM02oT0THHPeUE6k40veuP2VjZ+u3TGIYK8adF0dINg7wjxvkHHB7ReejQ9tejZzg3b60cjMzPonIWvh5q77edShCWC4vzwWx9WiH445v+muj35+ZIVaY816gAEi2SktH9WuMifrQnSnNH7zGSThmIs5SyK5Y4/vNzAm77p79/AO0eHtTAr/e4OJ3u7QPWNzyWiY19DnogFFJsPBY+oztly4/Wn8OGyFe0hTxvr+GmuyOCyXpGXv2E/428W657+rl9XTrBS+N8Yzt83TaciKyfvUxb1E9PqaaNhivIJRmtkmqWTK8WeWZCOrnVbeW9CfMotQSXDovMf38W6cg5XuaWmz6qDXbB5mp1F3ntSzGM2MCTqUQmdzyTRgRiCXGMxQbCg5VXa25+yktjZZLpD9lUtJPb7LwYKqqe5ox82VI87neNdVrnHgjnWO9chM1hrdVnUdoww/s8s412+W7piZZFGwpJnPGOxKad2avt9rouX9xncz26ElyWhszKyFp2A+pzLPkmHmekLnj9dGLqWM65Hjtpt3VRvN9QTb9K3xDf/dRe7m8IOWY1jbG5R/k4Ur5wQeZ7HZzsgjC5s2ZIN5phVrEGV661kEZN732outbchK69zD8moXSzc3Xc7d58EgrK+YxTaAkXHl3qTVsTTuuP3zYWj/Zsdtw+xQrj3NwrjlePUZpPI4+v2K7SwOzuVcI7M0Y+exnAM/TtZu/bG5tZ2ZyOuoGFXXJkJmCDyZhYu7N8D6w2vjw/0j+81728S0Pz53bfrs/hMzC2sO/Znr4qxhYvaZq2U100N/5ni7zN290TVwxYTXzIZS2nO8wvojYzaLGxPaR1fC2l+T9cj3zjGOESNGjBgxfgTj/48mP0aMGDFixIgR46rjypj6pDAbvgtWXdC15U2ga23qsQUdA7pVUm8s2rLFDbh3PnTfTTui++rWoGkg8Nk0YBhtMorb1eM8Q9+DfjwTOcscumAy12Ie6tn72W0gxtB2Jf2AqiVZFQ5SpsCgRx58ANb1RriOdL/K0CvSRUScyHYBNmEu5+19zSF9k55DxYqh6AShuSOyuZkEhK1zVmXqW8vQJq/d61aR8UrpQF7fY4dsrw9Cu3s3wNSjjJoi42S1ifDNpQzbs4VDrZ9duIG0A2b1jf2nfhsi4jc7Trs2SsNNJFvSA/O+lLEz7Lg2fPvy2Myq2qOshoiSoX+8Gvlt3pkeuXMA9rvVv/Tf1XVRSymnNga7+s6F03OfPtn1333u3kO3PxDMHXHM5Xl4LDL9Fd09xkX7ddduRcePeu76eg0a8w6QVjIPXfFxmB6AoahpG9NVQGSH70Hj/Yb7XWT+PnPDs9n6/NWcpQthipIzd95sCXb6nuvTfj+0jag8x/P5PDDXA4yxpjJyI2RAMMtDNXU+WwFotGc8VNNIPwOME2Y/mJndOrrAefPK/vpzk5bRZwbgb03b8N57zwTRKT4F2k9NYk/cnslIzTKwKN8+8N/N7k4r1/0Dj/Jl6vVjxPgeUZrZOrVSsuGYvdfCu2V9BOZKssvayDDy7vVySOrsV4dgzJ5iHhdtLDMM+d5T3W8BZj+ZggVnKV1lE/HaaE+q2nqzkEWYLfAdtilllbc+QPsHyDhohwMwa4rPJTMHluPAuA6+hUyyz7j36Og4zCW7PaxN8I5lH6n/x7KTVc4/exqyg3j+HrwJVO88R3beYuI+fR81yX9ZvleujZkV9C24nPYr12pmdnzk/HdYdpT6d7Pg2u3nAbxrtWzpu2fu/Vkgs+wLtz/2390fOC3z7Y5j7LkeYfafmdkirWaDvZce+u++Ob5pZmZ7LbCYuJ6FZoNhbjrNHSv70WLf6rHfdhmLg2y19R210FyLfGd85L8jQ17XZHcbXNzZDvUUyJe8p65vdjBW6HlkFnxmvB+RuvezvC7WgfSRmt2V8TtcV7bVdcNiUSstzH6T+891a1Kr3qCRY33T/sAdb3UzXH9nD870ODazCs3MnrbdOO8jC0H9ArgG4dqAfax+BeyLJR7mnmTqpb6yQHU+ZelmM7OTg3HlHHrfqKWv+y1oNiDNw+rb6HZch1yssT5fhGebaw1fdUHa9njixuu3kFF6e8+tmbXsr65nX0pco/VIZOpjxIgRI0aMGDFixIgRI0aMVzSulKmn9Hi1J07XnqFvEn4BaW44HlliItZklM3M8mEVq0iBvHefBSSmDQJWSFYf3XN37M6l+7x8IDrhQa01UjyRbSqGuBYw16no1rwGrdxG4Tct1Je8B1RrJ6BZ/YFDAeko2xb3XSKTG+/aCn2zINVTsLTZM+j89BrIjMJzoHMa+nL0jvvMAbqN7wqzMMT1ISOATK4yrUUbGrYbYA/U/R73nFo0rdlKRJGIYEc0RDwGWfU9IOrqcE9Emw6wPdGueedO3FbVF72+4xj+D6cO5Z4WwlIA3SazSp3bR/M9v83X/pmjpb/4l79hZlV2nm3y7Hq5/fgtRqhV2w7tJWOwCx221pblve7DeZ0IsGo3yTJQT639PGyRua72t1nIkuAxdcxZDz9T04gPrVCR1N2c1c2YLBQYl9ZEkF8wXclgW/e3gfcG3yE7O65Pdvuhn8lGB6fW0Be89nq9YbOgqR/hnmkmBful7pXQpF/jeY+6Icuj52sAf2/EWRFyns/rLVlBQa6Jf6NHg2pRp9Dyk3XoyD0ken4wdOPy4oE8t8UV4L3XRMMWI0aMGDFixHiF45qsR6L7fYwYMWLEiBHjRyfKxJJ1YukigFedC6RWUxII4FLT75MacK5Gkh7fhwldBwB6Loa1q0ENLJP0/2wMgHMGA9ru9iqTJAZ9X6d3BNzj9vhoATjNeyJpxDW1kb7cbm+TA/WzbsSMbv5jkAGOkGrfDQAxU2o7NRO2jdSGY8nUDgx7i/eDNGradz+vugCYBRSmiXD7SQ1UvQzbLA+RNo1r7HYDYNsFGcISgjz2aqZlPCHLAwCrgC9/rsvdFCTl9XP/1wbn/rtDGNwx7X6YVkvMmZllcG2jOa/u/81LZ5pHIqHbUH5sUrj+Y9r9P/za2/67f+ttRzKQwBhlVSmgmVmXpdEwpg+6QVrAlHz2A4/TVH51Xa4rbTQL/aaEgpnZSAxjaR7La1Jw25d7bdGo0m1TDkXG1qZRHkguLUl34e5XewwAfBfP8SKMn/5j9/P4bdfuZBTa70shgqDL7+M+DsL17EHWSFKhpffWG+VV09DddpACglRg31bS3xF1+Z/+HOR/GEdtSV8fgUD7BOVymca/FKPFprb470D+kASiufXpLKTfU5pz0HUvLi0zfLyDUn6XjmGdrFCKWMbKoLWy5Lr81/2SI/5THyNGjBgxPoW4Hhq2GDFixIgRI8arHNdjPXJl/9SXmdniGCYLPUlBRao2y8hUk1OTynda/o0A+QJeHkTZzYKJFrdhBvTetwO6tdyD+R5KgmWLgAIdfNMhRA9/DmYYe4KGd6rGXkUAmn3pPZb38sYbekloFNHQUlOUuX1n2+gle0EpHCJzNPZaI3VWy3WU6PMSxjzJYht5S+dkAaRNODZL2Z0H8NfKPlB3oP5dlvsRKQXNboieNqX1bmp90hT6Ha+XZmc0BGk1uOYwbXolqe6ZbZcFY9CE7lbfGYsookpEskiqRiKa6v4Tv/gdMzM76TmzDy2lN2DpMhyzLW0iynqjN8G1SOm/rHp9itLy3GsDy8OyJtIXvl8aMr/JNBFlVXMa/lw23B+O7S3stCX95fxPrEyrz4M7Jn7ALShE1uLZpO52+cWiVb2ITotl/gKqO4JcgWVfKn2RVBFrZRPqZixVFsS9C85hAjPN3e9amq5bM8FTpLzOXunYo+Eix6Wm/V+CmXmycJ1Jg6aKVCUjC8V3qLKH1ecuk2ukoRUNaQ77YazyXfJxGtHxGNcwSrNknfg528xscYI5ss9ym3jHqcEnniNf9U7m7w3nNq5NjvGefyaSJpbAxUcmTOHOu+6T780cz3MiWrnXft/ND+/8ujPAzEcqZawZjJIok3cymUZK5JrKfdbLWGqmAn/utjknNZiJ1eZVNRzlz2Q+F7fk4hYsiYZ5J99mWne/7X6fnVTXeGZmxT5kfChty5KdZtuSrDbOP++EberXonM/fyazzk9lY/lOJsOorGhdphVKhMnfav2+2wrzxz3IAv1870ucihkcmFXK7H7mzff8d8eQJu5hPUJZogbb6G9sHIIAACAASURBVOVcg3AfxzmZ+qrMr0l+xlinYX8y/PXSZO3GNdvz14P1vyUyNuvl6kzXzCxXNwKLD4Z/sxO2YQXBFuSkvX7oo7oZNduhY4xrEK4/dI6m7I5rMR0b/ayadUFjyXVDSUHK8fSZ8uuOtLr/vqw/eA6uMfQ+cNxktXK5zAoxMztfu5cJx5ZmsdSzVxiaKcH/V/iMKQtP+SzXvmxbp9ZH9XKgMZojMvUxYsSIEePqI87RMWLEiBEjRoxPO67JeuTqmPrErCTLrWQt0NiyaDDFIyoHMC4Rpp4EG5nzotj+jiAqf18ciH4OzHN7CjRewOXHP+NYOI/qibaNLLzVGOim8NkH0rYSSJdHoVfbzLUB/VOGYAWGnQhh1oCQE0VcY9t8Lbe31sx0tn1eT+iKbI3g22oPjO6OsMQdMhpESMvKp4sq28syOWZmC7RvgTIlipQTiSTqP10H7dsUmhsylEOggGRPzbZ1WV0pHVNHJMeSbrGuMdaXcsw6ykzUVNH6A5SwO0DpGDXoq6PaWbk9dphZsKgZsun5sgbKndfCPhivQ7vHK3d9RFlbUh5w0eI1kO0N44LlYy5X7ljLVRhPJTM9PCqOT7lEPlNbhnkmpR2hW1PEvYMMlbZ/DoQN888UsyTc39XEjwg5sy5aDfqzNNlmqur9msuLiv1ytnQMGcvHMaPDLLAhXm9o20wNjRepUTQzm5I9SqmNC9fLEoXnS4eav/eNW2Zm1r8dTCFP9saV/RXFZ9YM3xdaSmbHGy9WSwGZyVh5ARMTI8arHElpthG9eYkMOb6bSrwOtOyc/mwW1i1mZhvO6VinkDkvZd1SyYIzs1S+W8O0lwQt/VD1EXzv1xyNn8OMl212O1Y19Vxb6bTFKYfvVDXV5Gly7FdZP/AUaAz3XxbaHyg394KswmXujsmMBy3xy34qUdpPX8c85PSO22b4gfvD2U9LFgGMVWkmrHr3+nqpaf3EtnHunRfP1x9zLp7I+oDvXWYQVkrWakqnmS3KKnNqFth7Zm4VMv+0a8ecmDuvvrPr6xGW0TMLmv4e0j46yfa1bUBx1+dIszAn8fxkd+vlZ822S5yZhfJ2Uym3alZlo8k4+8xTWYtwP64Dl0t3/lIyTvNuVmmTZsEyW5CZgb6EtphYZ62qF4Oy8BwvOcbysvYe0G2YIbjTYPzc1Ld1hj5khUj/YywwU1DXh8cw5N1vVcsV6pqoh6wJli3UcbtIq+tK3r/LPIzZD2fODPpbD106w/2bYWyxLDLbzTV7u7Vtysus05EYSPsShnwnPacoW3pd/ut+yRGZ+hgxYsSIcfUR5+gYMWLEiBEjxqcd12Q9cnX/1CfmEWNl3BM4tLLsHPXwZmZe9gPgpugIqgugimBgKdoYgpAp9Gu8SGXjhw8dS/Xssw6NWhyF8+ZDauMbLqOotleRd5a789gftUHCTpOZp9Otgto5NGHsp40i3Ph5zowG0Zv5weg/KfiXfkaf83wq8d0i4wTZ37ThEgtfAdXtpVn1KSDqr+g/2d3lmUMYk6Wwn9AsrbH9XBjkaQlEcekQxbPzof+uA631yf5l5fxjQR/5c5Muq+V1cduI8CVY7bO50xCdT4KuiFotareG0O69NgoutcfdOiIbkGCyvXQXVfSemqV3JodmZvZovOO/e3Dg9HQr6qoaEHQy9Ocr195ni9Duy7k7D9kVZVLqrIqy4mRTVriHxWVA2XsfVR8Ojn0dVx4d54cg59R2Eh1XF2YizGzbKg/nypfu53INpmffbaPZEl6/lmzr17xTbAMaTIR641mJMB6XYBQul64v33/fmXmMPicuwhh+RNw1M4N/I3vxeB3u77Olu/cjOMLudoIWjqX3ToZurPd+wiHdT2fheXg2c/e609pm1VvMZum4/ZrKGfZrpRrNmv0iYsSIESNGjBgxYvxwRmTqY8SIESPG1UZpVZerGDGuMhKzMrWKUV7dtJemsiYAOkF9khGVQxLEpAcajp0PZBvgZky7LyV9mSRE/30HAE5vA+y+ISAuiQOm3WszCOLj2NkcIHJfzPS6SHHFthtJfyaIW8xaleOlwwCKEvQl0Kqp9WOSGDW5VZOZYEHZpRI8+Jvv2wY8kfj7DGn4pVwby5wRdNfdvTQRn5OFQ2AnjwK4Orzp0oiXPXdtM0kVX6GfmPZM0JzHMTM7GTkZFEHhuaRI5xunrXhi7jNtAH4ZdSmdmdlTyL6Yhp7ViAmNYxiONYHZwQyRBEMY27ONOx8N0j6a7/nvHk53zczs3sgRDN74TqVxvG7IB0gwmJmdAbger8I1mZm1RQZRl0TosVkmjQTFaoISh6fhX5gVnjdK+cqVmEnzeauZX6ZyTm/4TKIh2743NH5ezN35W8MA6qc1GZ0avdVNdJsi3BMXaqZLQud85frxG49u+O++ePdDMwsp7UxTb8v5U9RyXCfumE+o9bEwpvq1Uo5tIUq8cfRtdxwljTale4ZIQFBSQXNKs0BYUJJAiaJZ6Ju6LFalGesye7ne9NdoPRL/qY8RI0aMGFceDZYSMWLEiBEjRowYVxrXZT1yten3NK6TFPv2JdLRAdwUAuQRqGpPsZ+g46t9ItZlOD5PBaiLqG7agPw+/XEgfvswcAvAk22qXh6V81ISMPjY/W12W8yl9pA2jJIY3nBH0uANiONr/8ht896/JyxAF2hqzajHzGyzRLr+zH1myhQAPWyP3efoPZjIfEEQ/h13sKKLTzWhQUp8awqkPIBottrHtUGSYLWSYmahdMWaKL4YqiUfoGMhLdh/45n/7mDg0oxp3qXI7ASI7rPLQeX6zcxu3HDp7jTooDGJBkt/jWvp9HrM4gKGe4cBbb217xDJOzsXZmb2uYPH/rturfwK26ul9LovKF1Gi7IZBvmTVUBL/+TZbTMz+/DUdfiX7r3vv7vZJfK+3jrmHCn8RMIfjt0xF6vAErRqyLOm3JN5IeOyXIZ7t57jGDSjkedncQdjvMZclTouX5C6TYScafcdQXVp7paD1cmFKcse4gXxuhs7A5RW6rW0NF213M6L0HE1lWO6PVPkl4IUk7UhGj88dOdXY8G61KOpJFJTW777dXfv7332kZmZHXRDaTmi7yyPx8+ddnhIP5w4RuXs0rE5NPoxMxv13HYDlNvpyFht18rrVMpbYYa7Hth1jBjbUWalZ+fdH/AJaQ/NZDsX4Rnn406GXUvSkUVfj2hiRzpQmHJmAYCVzxoMayd33d+WB2T61cyvtt5R82DM4/1HYPhvwvhPmHaWCaWZmBoMFzCoG34LpmSfhdGoSKP43iarv5a5vhjDcGuCNR36ZvAwnGP8ACW1uFbqyvsQ2QfecFCketm02k/LQ1xbR9tGFrY6p5mZLdDv46mbLzt/5NjF0S+E9chtMO0sSabvwxXWE0+xjpj8Q2dYevRXP/LbcD0yarv9swYTu2dgr9+/PHDH++6B32ZwF2XnBtW5TY9JxrS+ztBgmVXdhpkBoewpjNM2YcF9CknYn126+ejPH97y3/38vXfc+bswZa0ZEZuFsq/MKiC7b2Y2h+kiJWLsG51/F8j+mGPtosa8NKjkSOrsuLFZDoOcLMP9Lmg+XVmL4JPDhdkjco9o1EzJms59bOds4Z6NNaSI3f1gWOtLD6Ov1QSRP2fJ9vqZjLRnqPGZb3Sd5/qE968jpRjrJQAzf37NQsJzj39udG3zB+/eNzOzL9z92MzM7g2dCZ6y6SyvyPXHaSdkuHw8c/f5yRSMPcsMd8L+XK90auX3zIKZtC8Xudk2VF9XDDljvCgiUx8jRowYMa4+rgkyHiNGjBgxYsR4heOarEeu9p96oGOKbhO4WgBV1vJx7OR86CCb9kRLVOCTZWMEcfemcDXdW9GV8jEAmoo+GX85LREiAkYBDLQhgNnpXZh43ZCyFzvu5xZKYdBYTcu45Wjn5A4Mv7qyP0vSJGT4t9Gp5MA1JhOEmmkjZFnXe+5itC/TIUqoUG8krGLedvtt2F/Sz8yI8Lq8bHvke30e0OzNaUB/SzD0x3cc831rJ5QA2wX6TGZ1JSVQWDKsWIA9OAjmYbtdtx9ZRyJ8iowTrb7Td+dN98N30xuufe9NHEr+ZBpMx97ed8z8G/1TMzM7bAUkts6yLuDWOJPBs95UHyllconAEtF+bxZQ+o/OHNr5b775bTMzu9cPJUN2skXlWGqwN0eJEvYX7+vBTmB7qVtrKofIPuTfVMc0hkkhzQKVlWkDKWY5wybmZsPSRHn1OTQzP8ZTj46HNpEh8YyLZn6gO/dG7vo4FqgDMwtaMK8fFMi3XrZOmQaW3blAdkdTWUHqxm6M3LjQModk+NmHqskjek42YCRM+xtvO4R82KZxXbiWoG+rZh0oij/uuPY+nLrxlElfsqwTs1maNJgcF9EUL8aPTCTmmCB9NbFM7bLK0C+PZa7tUcuOTBbJIPNsMv/UrpbIM5PSvZtthp5TBRl6rk1KNQjmsbg2WYTjDD+EXvweznuELJ2BlNZqVRnepZStW+OYa5gOZ8g4bIkBJ9c01MmrJrl7wzHV2QnmG1zj5X1ZXD1BKbYeSlxJ28i0k5VdZvL+naLMG9drQ8xbUpIsqc8bUnZsCg20fRfZTL/k5vfXdy/8NsyQ4jtXS4teoJQYS5qtf86tYw7BzpsF49Ew/4S29fFuP+y47T87emJmZvOTcI0fzFyW3jvnziz3C4cf++/exHrkAKXpmkrSreDszPWIrj0Ya2zTZNb73tyd99tnzgT233nz6/6713tuPTLAYpj7T2R/X64V86f2342ha3erpptXg9tWLRNS599zaLjH8DAgm65l57zBLcY0WXUzs+XE7ZdMMCZ8SepwPo4fv/6QtrCk9PLcXVsP2Z173ZDlSRPapsy3ehRyb7g+4VqOZZR1PewZehz7tb0wbnmeOtNfMerF1ZAV322F9cdnTp5U2s/xz9J4eqzuplp+zsxsgvLJ7z524+fGwbhyPDPRzTeUY/4ksS6z6/I/90uPyNTHiBEjRoyrj2tiTBMjRowYMWLEeIXjmqxHrvSfeoJyKitZj4BKD/FH1WyTAfZMnzD1lMnXHGd1s3r5NqkiFcrPAQzUcncehcf5s5Ww2pCIr/fBEoterYsSZ8o6mlUNGHIg7edv41Td5+vVbCq3B4h0hwh3J7B53nWU52i7iyo7wtix1Br0cRVHWur8UrC9ctrNAMfobrMO/ghl9T615lK67I5DMg/7DgXfl3JdZOqpN54W4djU3LRwvYfDwDxTu0SWlI6g6jZ6p++OfQRDBkUtJ0Cbn3VQZk8Q1fv9p+6z65Dx/Swg8W0IsjYYbGTqLwWtHm/cManPViaY6CwR2aei8//MLXe+uz3nF3AsGQKDdLl1LMZl5s5N5ne4766tJ2wv9YCnc8dSLFYBwR4O3XkUVWX4+7J02+fCfAz77nxEyjkGZ8tw7FnqENx8wodMDl57gWrmCEet14oJG2aH7rpYoo3X2XmBfrASSZW9aELTp0CePx4HzwNq03dq2vSllNsjm9OE1NeZdmrTzMzuMWuIHg0VhL2qxeMxu+Ij4TMvmOjToBNs6hNmd/A+F1ZlSuSQMWJcsyjd2kGff2ascL2wi6y2oczRneozos9TWdfH+7WJnIMMIc8lhyMLndcY+opDP9c2ZMplbUKG3/bgYg0WfNAVxg0MJ9ut5WeZhcfsw16bbvLh/GtkHdJvpSuaZpZ4ZXYQdch+PWNmyy58bLrb65gM51kza0wyHJl9WcCvIO1XM8Xq7dTza3vbD9w6gszxUTfM7/tt9x3fmbr/vJa1dbzr9huIlwvfsfVtzcyO4YtzCKad/jgzMZFiptdq133e74VsvfsdrkdcG9sNTD3XI+PCzUNT0cvzO7L39axBs6CN/ulbLh31dTn/ccuxr72ar49mA/SxrqInwUEvrNnI/npvgYVb+6StcM8C0425dRPGFscr1yJcdyhTzvvGOflSWHw6JyyXWMAzY0Yf/5o2XYOa7mTuPkd33XnV24bX2PIZpA1ZrQ3ZE/4a8XDTv+dj8SSgvwKzQarrO9em8dqtBf36w3Q9Xf0bNfJmZm+OnlbawTWHrpnr1RrUr6GDtUiBdRozZjuZ7l/NmtSM0IW1K8dmP+g2+SazMjr8fKKITH2MGDFixLjyiNn+MWLEiBEjRoxPO67LeuT5sFGMGDFixIgRI0aMGDFixIgR44c6rpCpL70RTCG+KUWvlqKmMAMzq/BVFjJGLEFmLNPYyk2AWZiqpYZ8ZiG9zcysrKXdN6W48cRl2mDQh7QhTbVnKlgrq6bo5Vm4qHSAtBWk7fek/BT3p+FdIal1TIkP5wjn5aUnibuoFkrKrEdSJqxVNerKG/Aclu4rxGCP/cK0+1TT75nai3uXpCiJFy7Jt5dpf5W0nZp5hpqO7SKF6/Mos6FpcjTBYxr7o5kbDE+nwXju5G41XUxTiZY0lEGaE89lFoxomHY/SsN3HaQnr+iERJPHJKTb1Y1A1CwnS56fCs37EtKbQifyGjLUOFyXIS1tFyXPWIaE+6eVcjruOldIZ/ru//XAfzf6y64vKYXQYFo30+43Ulquj9Q2mrttGlKjaFSUQ9bBUlFmISWTx1aTw7Rm7GdaErJVhVN5nU2mQN4gT2pDcnveJx2PvnwcUkQfT4Je5+ETVzbu5IYzqGFq2VSkDJcow7gZob1BleHLw1BWMhD3zU0LBj9Iv9Rr4d94LUwJZeq8maTQFs9PT8vxolsU+re0cg416OMYLV+Wzqy0mNsf49OLxNy7pMH4dUPzXbxrktZ2infTc8EKUJt+7Qs9BUuAYm5PxEQ0H1ZL4fk1Sbq9Nilrv7v2WqW9nHPVsJPvLb4zdK3SQ5kwztl9pMarnIdSvd433buu/OJ2aj8/mx7vFNK8UMp0O0WXpUxVosVyvfkR5Ejom6zBYJXzR9pwj1Jsz35QGVO3Vm5rbSH9l+/Gtw5cGjzlU5x/NT6cO8O7P31y4v/2q69/HeeAbAyLpE0a3vU0P2Ua+nE7mAoz7X4/neFaOUeqCSzlC0jj13K6TJevrft0ncAUc15r0xqE7eb8SWmgmdkO1mVvDJ9i/22JwGXuJsWnCycFfPdZWLPt3nR92U4bpIBo5wQlCX2pVpENUhLHdaWuSWYdGArTvBJp9JtC5ZENkhSEN4ZcV9vzIjO8Shp/Ul2LaEk3rgs3mdt+D8bVj5Mg/3v3ieun+zeckEDH7Tx360/KBv1xu+HZ4EqG51ITPMayZvK82IR1bb2EoUpB/XXmz+eIcy89dcdUo99+RoPJ6v9NlXNY8nKXC9doPRKZ+hgxYsSIESNGjBgxYsSIEeMVjavV1ANdLdVHpI506a9Ex4BmDz8OyNPysFq2LlHWc+Z+7sLngwZ5TR4VPH3FwyutfubC8L/2+w5N/DbKtDQh9mntTxU0eugQRjKzXTHzICLO78Y3xSim2C4h49tLgw8g3L1zoNqvCavuGU2gkWJeswGD2r2AQcVI3UPwgXugJnpkLVqeyXDXstoPbSwWROa2O59oL6+3bwE9vIlsga4vwREQcaLGRBKJWr+THoW2JdV+qv9uFhDOu4NQHiQg0Q0mJzTwAIJII5pLoWYuCmcAQ0OUTM5LJJKs7a1BMMN799whsV/YdSY1TWYtwWwtjJm9lkPuRyh7p+g6g2Y8RK4v/1KgkOvn0bIy9fIziTBGPrOgZoqkjLtneGg4ORWmnmxCAxHMEkrezFHLFsE8cr5GOUFkW7Qa7i/vuTIGrRpDr/enV+u71X4Y7H8ChuBy7j4PBnOrx6NvH5uZWf7AjY/WgbBIyEgaYIwrws+2bGrMef1ntw1KEeUBlec49iyemuHl9f1DZgEZiR7MnjRjhUY8Lw+8Tq6N22yMVzASZ1Kr7zSymFpCrh78xhtsyWunw3l3iLkSzJUerV4ub6Pl7jjd10+vj0mNvS8G4cu9P3cHuLhdNfzS3f17B+9vLQnWrrPYrW2mlfuffQGl1YQpf97TXEgG0abzfIaT7fUGe2KQ6qelWtk6Nfxl0HAvk/c+sxAWz9z7e3W8bTrLNvlsNxkb+2DmabzLOXyQBaaa728eZ3YgKanPOZcGWcyDjpvTe4mWFKP5anWeK6TXaYbHdclY1iVcs/jSZjieZozdHLjMgEcLxxB/brjdR6H9GD8yZ3pz31a1za6drm9GMPZdjqrzuJmUVjWOke0sjPzc9Wl2o7p2dD9XjdZ0bvdmsliC+GzWQbjGFRjyrJbxUbluLFjmK9duLbvHEnTcfyP18jimslpGpv5cz7JkH5mZXWDdcTZz9/R4EEwI2W/feM9lhqxex/oj3c6C4f1WEz2uP3iPfGneBmNmb1go6w+uwRKs03jkRb59b6fWqbTHzGyI0pXMwK0z9mzvy10tXJ/1SGTqY8SIESNGjBgxYsSIESNGjFc0ro6pT6wRyiUDTSbYBHklC08wcf/Pgsbo4q29cFyrlnYZPIQWDiXSVrvUw8ixqX9jD4j+tQDzTE1dkYX93vurbsMOamSsdoXxBsK8KYnKbevu22AhPwkaruw2dfal1/2IFo/nRV8ujrdRYC1HZma2WoRbn547pOz4T11bHn05bNt+Bu1RB+j5fjhG2a6ijyy3Z7fkRF9zaRLjQ4fsLXuiBQam1AXDnwkySl0XkUUy0WaBjW5CEn27X6DPYamMPhjKvuiLilq5Ou3nNdIUnubumj5YHZqZ2TenN/02lygrcrvv2P+T7qX/bgfXQJT/wU4oJfLdZ+5Y783d50E7eAgQDU8bSo1Q888x02kodcPt6SXwYDeUqjlfVQWgTdp0MucVxqXOqmC/lWjUVkt4PFy485LJcm1xn+zfpQ5ZPIvUS5JlMTNbgqm6mOA5xPOjz8rAl33BuGqHg2dWRYPbwua08dwWLXesG72QSXHnyN3PCUrqcOzsdAJT0/mM2//jU/du+qAdWAyPmoO86VZK8FWzUtZyD4iIL6ChpxZtLig4+3xw6NB7IQg8E7IAY68lBxfIojnYpU5TfA2uwgr2mmjYYryCkZSunJZmFoF+L336HtYm+t4jm09tvOhImUyWLpnVBo8Z2b9z7v42+Aga4fuhSX4Ng3XKBuuPTV8YQ3rckBWT1/X4TeyPEqJrlJsryu33tp8vtOwU3qV8tzVlPzHWO1hzyHuXPckMIGq0K9sMqyX1VrIuybH9fObeea1Tecft4rqhhS5WOP+OZGhi3cZ1RFeuLdtxf3t46Y59vnDz3nwgbGKrukDVeXYPhk6cizmXK5vOseEZ5lCRbMtrh9ev6xLOEU06fa49xhs373G+Pd+EsrgfrV223zsLlzHGEmdmoaQedfpcVzHTzyxo4f/3b33BzMzeHj3auv52Vl1fVNYi2IbrlE4D48rt73Rdv8/3tsv/NQXLvPZvuvY2lZ/j3Mi1gJZE41g0jJt9Z3FgZ+2wHl3RNwrrdi23yIza4jOuH6cYo097of/Jfq9R5k7n+OBTAN8G6RvO+11bV46z7Ia23T9w/3A8mTkvAv2/gWvA1n3X7x8+c+sP+h2582H8obs1wyKrlauj39ZUyy0WZO+xPpYMBfbz0XH4/8ysukaZgs2fwINIfQtOdqr7NTH2rbR42ar6a7MeiUx9jBgxYsSIESNGjBgxYsSI8YrG1TH1pRnMwyusOsGYgoit6JjI1Lcn0LG8NvTfdUCAlviuMw77FV2gwEBKScT2PgrbDE7diS/ecF2wPBA0uw2knS60nYAYrcCC9z5G100ETe4ChcuojYHTprABRJGpBaqwY4CKspq23sxsSWR7BTdscdTPwRZs5u47OtWX4ja+BERXAqlsPQ3t7p26Yz/5InRP74Y2TV6jThB/W8l517hncPCnW676BJx+xm3z5Nyx2zf6gYGmTq2AA2yjzsgjm+KaX2OjqWvbEX3bEnr7ceHQatVXnefQvQMtzAUtvyj6lf0XYiLw/sKx6O9MnXb/3sChp28Nn/htiFo+WrrB92QVHEzbXWrqHbJ6V5DcX7r7XTMz+xcfO+rmljD8Qf8Wro9Rd3Nv0iPRJ4DovDrdM7OAzvg6HskA++wQYVXIAJMFWqzBJEyE+f/A/cxmz0+kbXjc+IxvVuHYJZ4jsvDDrmRS9N3BJnOHIj8EK345DKzE0dCh+Yc9N9aI/GpwPKh3Qoa+I4qtGRy73Sp7MmzTfTcg3jvtql/Gux8c+++8MzRR8U54Djx6j230ued3ZOyppVdn3z0Da4T+WgsKvgJDz/szmwT0vVyA9drZZj2aPB1+4HFNkPEYMWLEiBEjxisc12Q9crVGeTFixIgRI0aMGJ92JGXVHMm74CFFfc4Uc9mERnU08Z1tJzuShMgAgGfzcA7iuDOY2YmqzIanTP+njI4p2mGbgmX2WNJNAPSC5mEfQeq264DXlYCibZIJDQAigU6m3avRVti/WopuKmZ2BA4pO6SZmBrekbRZgxDgp5nZag651scolyfnpcxg7+swA/wxlM0TkmEJOdEA19vuhOumGajdcUD8o0dOR3hnJ5jkHkLyxnJfWcWorQqak1iopphXy5WqZHCGsrI0rV2n7jpIOpgFozVvhipGdywnuwLJ8PHKtf/rk6B1vNlzaczHbZcivtcKZq7P1o7IODVHMtzunFfaamZ2t+v65lff+IaZmf3r8zv+Ox6T191Ltg15vRncCwkGdz4SMbsCuF8CsF7W+sEsEC9MjaecbCJl3EhIMO37bBpS4yfnri8H72K/19HmiUgCO5C4gVTIeqFv+pDS7WBsTTG2SVaZhfFOUuGgG6QNLEEXSuHJc1f7b5JElt4bEjGrruuHHem3IeSGo3a1bO63HgdSoXULzz3KZmZiPtytmSbyvrXkxddC2WaSC7m0f6/jxhllOySDCtEGMe3+KforkzKhxwP33DWVRWbU5Ssxnh/xn/oYMWLEiHH1cU2Q8RgxYsSIESPGKxzXZD1yhen3iaUo59K+DIjMjT926M6zzzkkiKnvjb6ligAAIABJREFUZmYtZKge/blDqRZHIWW8+wxmEkibn52E/QqkzWdI89//hkN5Lt4MyNH529V0f21TtkA6KlLOk47WrXE/L27j11Mx49hBma52FaHU9PuyZlTTtF1RMyEzM8tplIeUWZNSODTWGXyA8++h3YvQtmTsvmtPgf5L2bkJfs4mbvvJa5K++4br+07P3SdNwc7HQOIHKNMD9L+jpTQOXVs++silrp8vA/p81HU32JdhE9Kjnv5bQX3RdJra0dxtvgkmYB/NXFr2aWuIQ4f++mDiUO7TsfvuoBcQ1aJ0pncX6/5WO35h36XI/8ren5uZ2WHm0GtFEVlO5p3eDTMz++cXb/nvLnJ3zAMMbEVi7/ecSc3poWvTd6ehPN9Bm0ZmTBkP56OBjkd+8aEsA814iJyqgczl0jEFHGttMRdiiv30wm2TXIbn7yKrIqfrCcqazOUm3nLIMQ0ndcj7ck80nBLk1hvkgYUaiOEc7yONYk5L11/5HwUHx2dfctvQxC5Xwxz0BT8VMec44ndNpoHeFBL9RAOcys8gCC6PA4vweOwQ6lv9qimMWUj3bypHuM6QNt9y/TsC06MmSPMWy+vg+ZcyeDQIInsxEPMfjm2m7Te9k152IZkYMT6tKIukUv6RcjWWnes/wvzSlnkY5W3JuHefhf13PnLvhATlYpf7mGt3pWweHk3uv/NuaM/4DZxjtyova41lHl+gjXjHtDtSrhNrpwXWQgnKfy0GYZ4hw85nXVcqm/T5axMGJWv8pKmdmRlnUfZIDjlg+5GYah279i4hA6LxnZn5RXV+hy7GoW+733XbX/wszGb3HDuoJVRpXkYz0INeYKopjaJ56vLQte3xLMjjaIzq3+Py+k85F+CjzXK6DWXPmkzwKMd7mlZlWI+Xgen9+qlbewxP3P16JwlMK03LaGz7c1iL/Ke3/rnfZj91d4DM70JqR7+3duuvPxi79cgsc8fbz8Lap4cMhTf76VbbKD30a5YGj2KuL9oNZr0MrlfCXBs6+XThztdpyBChseH01A381S7mcS3NjDHJccA1s1kwj509gBndDNJCneLr5X1lLTSA6Rznff6eiVz47GtuzVa8hfeHSPO45vLrD5mjdc1l1rzu8G3yJpBqwreqboQl9uVuWCN8NHHjj2Oca0qz568/dPwyw4TrkImY6LEUI9dZzLRYybqr78vmbkshaWzMtR2vv7gKs95rGJGpjxEjRowYVxulXZu6sDFixIgRI0aMVzSu0XrkSo3yCAQV/YDAPPx5h/KQMFOQj0DRoy/D7Ez0ZwSzlgfbx2TQN216gjIMN4WVGwAdYyW9VkCVdt4HigiyNBUW0ZebA1K+6YrBF5DpNTQ5RAdLaRrRxFbLbdsTTRxZQKLgG0GqeYzWBRhGAdUIms3vQmfG9sr+LGWxfs2hYq1uOG9J9B36tOVNKZex69BumpVpCZqzhUP/VquqyZoilLymyaFjpy/mAT2cDh3q5/VGm9BRRPuoD1LUkFo1sqwLoObKQD+ZOwb344dugIz2AzJ5CM3TT93+yF2bIJ1kOe8PXNm3Lw0ClfJm57GZmR3B+W3Q8A4Yl66/qLX7uB8YZOrf3uq54+ymgUngk8jz/rPHb/ivTocOwWa2grLLXqOH/iGSriVLCgxyoqtzKUfybOZg3cl3XWZD57Vg4MbMkXYfx+qHY5a1Mdrdc/dkcCv0JUs5smzdYiWmkih3x/1TQbyJXHs2XMYTS9twG+519gW/yVZJyKWg4nNoG7kNx44G++l8HbJKmNHA/ag7bQur0KppCO/tnYfzginnWNdyN7xnNEJUpozs2QCsC++rZq5c5q5trZSIeTg2M5+GYOyVxddMoPp5V0W1hGaMGNcqNoltlll1jmTWEB6D5QEyjISM5fqEZerWgcy0M2b/4ZCrfbDh/W02Nx2DVXw9/C0/cs92NqgynXkmGYof4xl3xKnPajILz+8GE9N6AhPgZdh/ifVGU0kw/o1ZUNQRa5YbS1vlRbWMrplZ8tC9h0q+y3Hd69thTvAmviwFOJJMpyGMRnFNy1V4V43ede/t9pfcnEndsnoCkDU/OwX7vhf08mToU7CCN5FV+dFlqDvH7Cca7mrf1MvnLpEdtZcJ44rBQYZc1yNPl2498q/fczr1wwM3zx4Nwnz7MycfmFkwduVcZWZ2o+MyvL6CLMG32s6c91Cy/YZp9V093oT1BdcMH3TdovYhXKRf64SyukMeq+VMej8jBsB/dulSU0+6F5XjacwkU9KsmonI7EIy9dyWGm0zs289cpkJLE24OwgLfq6Jd2+GMrNmUqpOYh8lWpUB53Y02J2Tzpbx6817mb0rY4vjh94MvWx7Xsw/i+zDhkzbJUvRYu2l83ddS841yWUu6w+MTV6HPpNhXch/Ely/aeliZvFx3dFNdP2BLJZa6eSNpKrwXk7gAVE1ta6uQfs+K0EynPg3lMbW7En/3rKksp/+/6Pfx3hxRKY+RowYMWJcecTsuhgxYsSIESPGpx3XZT1yZf/UJ6UZSbFiIBpzomFAtyqoOEvgQTPeEqdKbld0gfK0y63viKYvj4hgB3Qp6dd0LIIKjd5321++jTbJdilQ5BQMWDEIDaYWbwM0Lc+B1Dfo0KmJz/eCxqQHvSsZUkXh+yPog8GWKoNGXQ/PUuJacnGW5TG72L/dCtdP1H2eQucmfUOGfgdOsussHHMyxN8W1HW7c3RE70NEd6fn2n8+DejjAuzlMtsehh/PHZJ8OnMI9+ePHvrv7va2nVvNzA6lTNiXjj40M7OfPnJsfF+2pWaOyGTRoGF6o+vY9AftU/+3O0Dw91NkESTbKHF7486zgFaNLrNmZv/H+efNzOyXD5y7rKLdQ6CldKztCMpMBuGgFbINGCyZ997MZSTsd9w2t7pBu01UlYy1nvcu2IzZ5yVrAJHU3nKKii/hPsttqHvvtbZ14bzPOmbznOXysq1zpbWyj8qAB2amqrdfD6ol58wCU3Ip+vMc95pOu23V1ONJH8NRV/WWTy4dJffaobufabLdNo9eI/OD+jU97x7KOGomBbVsdaTczPzLJy2rejN9DjUTwcxsI9kDZJv6YBbItJkF9H4B9kDvb54ge+dlMvXXZBKN8QrGJrF00gpu9hac7Tc9MFUN2X8+RdNnFso8DD8RJuFwbVLK2oT7cZuVeNuQoe90qkz9UlLC+tCnX76J8zeUy23D02eF61D3+XW/OmfpM89yl21k8e0Oq6UyNVi2dm8vzEn5qPoOZqs1A4jno+u9XivXGrwOZcrHD9zPe1gjjaDN1fdv3nP9P37k2Oj89TCv833dxbuRGntlc/k+XDZkb53DPf47Y3fsN0eO4X5jENYHO1n1+rXE7k/sfmxmZp/9/GO0Y9vhvFfTNBey8ny97VhXMvS3MMdwLWJm1oVD+QaDLLVw7AUyCO90nMP9Hzx7YGZmX975rt+GmQY9MP7qnk99NN362W7NYPh4BR8jaPG1LK9quM3C3KyeND9x+5GZhbmy1ZANwDm6yWGdPkK9bHu8LmqZZ/M2fILEd0rLaZuFcWgWKkH4NuHWUA9uZraLNe6SbROmfpZXsxg0C6Nd8xAgm/9kIZ4G5y7j8/au69NKKWyu7X35ZzD3Xcn4w3VzTOpY4/asaMDfdfy1y6JyHP3O+xNhjcL9pbix34aZgroO4frF+w748spVv6MXeQ38QOKarEdeci/FiBEjRowYMWLEiBEjRowYMV5WxH/qY8SIESNGjBgxYsSIESNGjFc0riz9vrSQhrbREnGpblHNgGD6PDN81ESvNaulheqvOAj9z9Z73ElSVrJqrkUhv0/uoFvK55fmaIpsCfMZ+tQhDV7TjpmizzS+Yiek7zC1pYO0+0zScrwxWGc7HZYpeDyPT6mr1BCDhAFp9x1Jvy/9JijXo+XFaJbWUGaEx1qtupX2azA1iN+oaQ9TuphSpam+PNZ04dKUNF2nblrTZB62l7HkDdPuQroR04zYtqZ0O5Z6GakRDVKSmebG9PuiDP3VxjZtpMAxrd7M7BQGPusHz3/saICyKrbTq3nd1XJ17nxMzxoPurje0Be7SKNjCUBNeTtGinjeqd4LDRq+aArZLK2Z4qDES0+O7UuT4FPLv9D4ccP0VSllWTdnq6ZdVVPy2BcqVyhqz8HUQlun6w6OWXtWLPQ5zXSW8zAuaGw0RLod0/Yb0+CS55eIY9qijtXMp0viuW/YLyt5Pm67fd7wu4zHtFomU5+xdFNNE6SZn1non6ZnOkaMTzOSJOmY2e+Z2ZvmVGf/lZl9xcx+A5v8VlmW/+qFxyicnG89kj8yTZ7zH9YEScMjQIlbKen3fKKTGd5XTWVrWdIWa4Wysy07ymrlQtVEdHED5294LutyKR/r8P7kft4oT2SHm6l7/ld8V/S3y08xJTn16wJNka2WxKsblpqFd+ycc6i8tzu10l76Xst7MCitSbLUKI+l0PKd7fT9evi2yfvfy5Aw36SyzuDfpis3f8z9tmGbjS/p5toxknT8AdKeWW6O65GOLGrTmplcIZzbCOuZAbavr0XcebkeQalSkQfWU6xpJLx5Aa+n88gEa7z6WkTT35la/UcP75qZ2RdPwrF4n7zEDP2/Kyn+bchjmyRf7Fum5k+xFlnJupAp8k0l8fw2HGOcq89EosH/F4631+2fJLz8hc+WrKW4duKnjk32ISWN4wXK1k6DbPDGgZNT7nbcmFKjXd5broXo4beTbD+/TWvlLKmuLfz6Uu4tJR3+XLL+4PYcE+1ku/+9GR6ueyn/evKeLvLtdbjGS5UCXqP4vv6pT5IkMze5PjCzSzP7z8qyfPb9NytGjBgxYlznuC7GNDGuPL5kZhdlWf5CkiS/bGa/ZWZvmNkvmdnrZva7Zvbrn2L7YsSIESPGKxTXZT3y/TL1v2Zm75Vl+deTJPnrZvZfmtn/8L12SgRxKYn4NPSoB0EB4JTC5pF4JWBVCjiUAH3O6kCVEtf102nywLqsbK+bevYdn8n/x967xtq2pNdB35xrzfXee5+99znnnvt+pNvutuO2De2EzsMyCjIKAqGECBSRCFCkRhEoEkFIiF8oyt/kF/5BgyACKeQHfxBCEGwFWzIOUZwHJN12227f973nuZ/r/ZiTHzVG1ag559733r59zr1nuz7paO2z5qtmzZpVtWqMb4yNoPA7njteUdIV9GoSrxS2oQDlNY2LaGebQE79uptchK8gTENLvV0Zbrh+XKVWevgkmqer7jyX1Vbhon2wCscV+upBWH3cvHC1MAaFbN48dgIx/Rbxkzpir1FH6CNBmgyCPC1tjpYdYbVckZimcEs9SgqaeXuOUMbx/jI6pyLQ3G9Fy5dVQJfrqKm6qRB1//HbD6Ny5BGa32lcj0HEudO5utFtsOKvNiSUvfksSO5O2hXFIysI1UTOUrW2ttVyY2We9cu2q4iN1azatIxNVLtppXcwduhBsReEFycQZqIQYLcFDaifW21jrtrHLCAyHjWpmu3M70OhPGlXREj4GQsMldFxZQuyQoR+tm6ulFfJRibFly/+qZm9kmXZ3zSzvpn992b2b1dVVZnZe1mW3W47KMuyb5vZt83MurcOrezap5vJ6T60vSI7TpDOqhtPGCjwuxOGIIcQPzfRy9dQdGvZxXcpvJSy2+pWuGQRyOnq857IShSivXmNKRD1n7Wy5S3zkLrtZyeXOsLnwmi/Gbbt/PjWwnCo7RP6M0Hz8R3FC6O68UhvzB64vAhyXqvJLNpXg8y3t245gby9oinMynE9x2enxXYsIOZN61nuv0QZKUrn7ptjBIXKPnkuspPre6YW2uukWDf25/jDuY8yGCkUWx5fPR6M0aj/6Evvmln7nG3XMn4xPPuC4rBq7UqEl0JrGURepXFzftKG1NfnCwZLxdVx2DcHizarzbf03NuaiONW7sOzVzCPyD+j8hrfn1sjN/+4OwlCu3tA6Pdgd9g6/8D1OPdtQ8zbvmN4ZiXOE8994+emz48WfHynyixm7Lhzx++tivtOIUzMeYi3CxbmTtu8KUV7fN6c+q+b2T/C3//QzH5CN2ZZ9u0sy34zy7LfLGezxsEpUqRIkeIPaFTZ0/2X4qbGN8zsd83sb5hjCP6CBfb7lVFV1XeqqvpmVVXfzMfjp1vCFClSpEjx/MQNmY/8KHLqrxxMq6r6jpl9x8xs8PKrlc8jkyO4GFixJG3LDKgPAQq9bV1xiXPqwl8Vf3aWQE3XgiDn8T4+193Mehf8ErtEyHUeHUf7G/c3boGrSm15b8zX4/E7Qc42rhJoMdeG4nM1rxutYoE14NH/FjRwjpVNbhvItl1c6ZXYfCyA3rEoUa73zKHJnbo9oKx0c/Wcq26TN89DuVEJ3sKkUWqzHqgYG3n4l1tX+C0QgHoOn5nmbrXk113zfp3v3Mr9+5sjMzO70w22LHuZWzntGOxwsnhl08xsBpT1rHQWOI+2IWnzq8ePcDzy5hVtreK7/6m7H/m/J914VT2yccGKPVdwWZdrWQmt24hsW5AIb0couVp1xERzxJbI/5rX0N2yJTd+vnH7LGXfcgFLPL6T/WZuJttaV2x7ti02N2ax/UxWaw+KGDDnv1tDlTT8inMLws82G5AiRYOaK9RXha501zUd2lbTuQ9Xxae7vt92tnZtdt2CVPDe+f7MJW/tEnmSU7BCFNmivWZaIU/xJYw/bmbvVFX1YZZlv2Rm/53B0TXLstfM7PF1B5uZGwPyoNtjZmYATStODsBeqgRpz8hoymqfZmHuglMWF+6LqLslio8uKV/KWEkL2to7t1uE/s8j/JwTKfupNmHIxu4iWd58h9sYVh3MTdh/Mt98Jbuur2E6sU/lWN+G2Pnro9wrYaR5/R5o9aglGFLB/Rgy67njFA29WLp5AedknZZ8/3pe7kt3g+XsECysrUf1m2gyx0f2/9Nt6Id3tZx61b7hd2QM9lpQ7HpclmGS9v7GWekdd9wcZC93XLmiCnODgigqpuSXpdjiVq6cnI+8AUs+jbXPkyfjINTtz7/+e2YWLNHabIC9lgBYDNrGqEEwQzmoUaDsv6DTAMT+mnU6bz+7DvXP8YvPT9sdtXRmbG98NAeBKcF5cIHjNtL+lrv2n0rKNKnntCt7kOizZ/pFujfxfdbZKO5e4vlKlJPvmX78wZJH5YnP3WRKcE7B/ovn03eF7I1l5fZVFgnn45xjMN9f2QR8zjNY+anNMPUa+L7yPYytsas0F/mU8Xl/1H/PzP6Ymf0vZvZz+H+KFClSpEhxdVRmn5GdmCIF4380s7+dZdm/Za4V/Wdm9vNZlv26uZ+7f+WLLFyKFClSpHiO4gbNRz7vj/q/a2Z/PsuyXzOzmZn9u5+/SClSpEiRIkWKFM2oquqJmf2rta//oTk6fooUKVKkSPEHMj7Xj/qqqnZm9hc/zb7Zzqx3BlpJX6gjsCrZwdpFLV4q0sb4ldDItiN3jpd/zYlKfPQnguCJp/SDYdIH02g7DJSTHcRUKKrXfxKoLhdvstAxVT66H9Dw8snmym11+xhXOKYggCq0FfrdEpRkCNVkIl5GmxtS5GL6nKOpdGo0O2XjkeZcTR3tZXG7SUcnFbEzFar7xNXrsge7m3VoMsUHjkrT/bqjqLfRY0gzOhwsok+zmOptFujD7m+If4ECSLsZs0DdobDKCHSdcTcoI046MT2sTbSG9aZBKtKvPPq6O/cLgd7W6X/g9qkcvWwA1aKN0NJPQN9/Z+O8h/7fi1f9ttfGp7g+KHwtuSa04vtDo8AgDZZ/TepUXXCGFCiKj5iZna1cmVaoy76kbgw81QmUSVHh47MrvbCfvLcUGroPm75j97z2Rk0BIYr+LS5DmbIF7p3ZLEKD3YCGuuw2uydaKNVFma5re0pHZ1uhwKAKCgYRF3f9KIVhx+8g6oj2mLdQ3FiWTouY0dYL3kld1p5r2zlJvz/fumd5sh75bQ8W7hnQEme/H54B0w1IJSUN0cxsunLPg89y1A9tfdJbR/fyVOKGrIyneP4iq2Brt5ZxkLRXDDUl5iZqwUtbXmsTFiU1FnT9W++4ry/fFDG4Ps/p/t87E4pvH3ZhfXyHuUL3SeiHFvcwN2ih1DM4VxiO3Xio8wDa5vFope9Tc44iphuM9Qu17eQ8pMM0QKEY03bXny9OC9RgmVQ49+KO+3IwdH0PxwEzM7B+7XIa5nn1ODtxOgmDYwidtoiJkeJPId7BXpgDkC7McUNT/upjAucjl0K/53EcW9SuTW1kzUIfH6Va1YRVlX79y4+cXNX4BVrjfezKIbZ5BejqfCJnZejr39k47cjvTp3d3CsDNxfJrxHcO+jO/d9fGbWXbSmpY7va2LbYheuznjgXYdsg1dpM5iKYF2qddTztPL4G0wDNzB6d7JuZ2eGB0+/qdUOZOQeZXbj2liHdr9sL9V/WFKrXW6God4qo3G1tuj4X0bGTVHLek94b57FBBLeZQsm2uCp5rbCtPt/wFP1r8kyjtB0v6tzF8dfMPzC/PdkETZIP5reiffeRfqHvH6n8nJdq2gTrcg/vJN9NPT636jMLD37muCHzkc8rlJciRYoUKVKkSJEiRYoUKVKk+ILiRyGU96miszbjwotq0wThGKLasqlz9UrTbuh2fPBH3MpR/ywcuBnjXDh89BgrT5lYiI0hwoWFTnEWselrsQiOIu204OOKd9biqsZ78BYzWzmeNw/kvHshq9FY/d8dQWiiJyuV3Xj1bCuriFx169asaKLVRIjmFI8pVBJWyrywDFCL8QehvNPcrWyu0FIOvxu2PfkWEPLiatEXrlCOakIfGkQ/FY0n6khxt/NFWNGfL92q65t3HAXjuO9WlG8VYWWcK+BEQVXYgyuRanPHOOq6VV6uFv7Kk6+H6x66675UuFXuAdR7NiJy99Hm0MzM/v7ZW2YWRMzMzL42ud+4HoOrrBOsvPelQc6x4k67PRVJ42o4xWEo6HJ/FgT6nvx/jjXwws88cPc4CE4UROgp+LLefbIonVlYBSdTpfy+s7x5/EpYnSezpoJIY+dS2iwZOVwdFxHLDRrbHE1tI+KMfYgo9XF9bx/TYp/Cheq8RZSGn7r6q+ZCZrEo5AwrzKxnIgyR7Y0X4ftk25ioTDX7xbZ3hBYwZxvXnh7M9/229x46UUf2A+vDUO5REZdTkQ0Kcvbx/nJfsyCwlz3F5euke5PiC4vKrLPKbPKeiGm9DEYUEHoyBTNFs/mKcBzXRlxD+i/+kPvsn4Rd/NwE3Z1eP0Pfy+t35/H5zMyWL1KEDZdsEbzr+rlJi2Cut7TFp4jkUrR3u0b/cQ50UsSAB4cYn4omO5Bd+RKCvzui+i2Cdd6G90iYcB+58W1+TMHAUO4c40XnfbfP2YErW3EuE7A77uFMhrDma0NT0Z+x/25D/4iULmQ+4hF6CI1eYjz4+Cz0w2/ddvORI1jj7XeFMZXHSD3HdGVzjfLYg3kiKPxrY9eIfuXEIfbLW64c94ogPMz5CAXvOBcxM/sHF24+QsRUUXgGx6YeBe/yMJ/iuSmUdr51TDG1JuPfZIUpi+F3TxxTYAXR3K/dcXORA7EG5PMiK0Lrv83m0MxsIGg838WT33PjYXUY2lZFYV68t/khWCzSfingvaPd3SZcP+dcpAsxPbTfyLavJmKn7a8utKvtLuxHZjAQe7UQRrtj3a5FPNmzF9ApcO7bNicim0LbnRe4rNkuRsLIJZkp7v37aH7gt/3OAze/7PdcXby475i7A6kbnmshQr2MMewVydRoE9prs5n8UcdNmY8kpD5FihQpUqRIkSJFihQpUqR4TuOZIfW7wmx9ACS6L6tjXJTFokwuOW4+pR376KI0F242ACTVSou2L1x5WR411y547hXSQYj8m5ntuDLNnHjJe/d5/kwJ1pU+go9A+MoN8th3LWsnKC51BszMFvewQj9wK1XMLTMLK5VcaV2tZBUZ+UL1vHuNHLlDq5eRK3spufFnyOXd4NySIsPnsR26c578yVCm4cj9zdV6rv6rZdqgxVaMQRSeCH3bKh7ZBprfREThCAj9nd6lmZkdSA4bkdA5UG1Ft7lKTlReEXuipd/Y+9DMzJ5I7hDz0f5Z9YqZBXuOH5ze9vsQpfgjL75nZmZfPXrot/E6HtmXx+RtcCzOY9fwq6ViB3JV3tRqE57v3k+4Vf5X9px9z4EwGtiuuCp+ugq52ryOt3GTa/Gv8cSttE9fAQL9JDzD8QdYccYpV7flhmlfc8n80bCJT2OJnMpVV9r6wD2f3QBaGMXVtknX5YPv/Mq1IO1X5E2amZ0uHUI+Xbh2NET++WoU6nncje2K9Pp1m7y2lWef0ynIFut+7S3pXJs7X4U2wHeE7/1G3hXiMUT0doI6ktnTu47t8DTjhqyMp3gOA2rHkvZrmz2MY2NMRoh0y7uQYTzMyCxUph7nArSEQ7+nr3pnQYjdfSxF24YSMztuu4OxYCidYx9569hHNXk4F+l2YxRd33m+18xXV2ZksOlzH4MHYND9eECZ2e+NWiwvyWyibdgCNsG0qHNliucm/VE49+oF/DFDbq/Y/XG+RhaDFWAjvBmQ3iPouQyLFhZVrb9lv9pmu8X+n32tRp2FtTgJTLyjl9184rhwn5xfmAUdHSLdZN3NZV6yB2SeCL3m23916OYR5z13vR8s75qZ2ffmL/l9yOL6Zw/dd3cnU7/tG4duPvNizyH7bSxDBucEPbk+9X/IPl3hOJ1XMdrYD2swxN46dmyGewM3Z1MdJI6RPOep6MZwW93STfVyjpBLf8pjzsLz89aV++6+2TJ2Oq+cwr4Z7/hc2s+6B7tYzKOHaP/6u6PoxG2jFO/uwTWsY96LR+F9+5P5B+ZlF0vMP4QdezR0ozxz2ft5c67NuRvR/1a7Xq/z0Pz9QPaKn3+sw/yDCH0P7znn9coiqusy6XOjFkV9nql2h88kbsh8JCH1KVKkSJEiRYoUKVLkXNzUAAAgAElEQVSkSJEixXMazwypT5EiRYoUKXzckJXxFM9h5A71pYuOmVlFTRpCHUTqFYADYkW3HAXFVofIxS8q3TWgyxaQ/e4MDCNJtSZTYLOHfHMg9JkodDMHmNo8O3VCoYYI89UBw6smyWoZq3j3B8IGxP1vwfhZvIrp4a6JMl7nOkK9n/WHjuW22A+V1Bu763WB6uWC3BdgKG55j1VAWgvU9+oeWIwHDuFVt5VxzbEjzkmGUw9QQSLuqgJOttqTVWDnMY77UFTHAyfS+Ohu2LeOLKpuiq8nfFDj57vnL/p9Xhy6XOTXhw7NphOOWWAQ3sXn7a5DuhVp3w3dvfyxgx+YWZyjT9SdOdWzEirkZUBc6RDE4zpSfrIET7bufu+v9lGu8GxVQ8AsZvbd3XOsgV4tXzpS/8f70oE4gzLlPr5016OWD3PpFXEmC2Q4cuVfStvc1diyzJun3o+Z2eBj6DjdARtmEZ7n9sKVZTNAPR5Qm6LJfCNi3y2u1iTaKHMEf29rWgKqfk8WLPP8T98LegknL4AZMnGIPXPUlTlQZ961MfHYRskUjPP+6bqVR9cwM+vj/W7T9/g0UdeD2lYxK4Pl3T1t9uANmY88ux/1mdDo5arBto60trBt9ACUDey/DpokVmLgpH1MNZTBGe8LtUDYFjaTcPx2AmoaRXHUSg+NiZSdSkS8Sm7ztHsRgaH4DKzpOMpmA7FmwIteFmjId4Q+h3snnVabMAe/Han90klVT2hNhcvech1/p9ekO+f92PbEbXPlLVDf25GIhx2hg9qHmIWkBKhliFkQ4VKKHTvxNkrWFEIqJwtHLRqKUNdBzw1obZOGdz8+xj3E1GsdRDu1652sw+D7ztQJqbw2cUStlwdn4bpoNCPkcPDTLFiO0d6DInw/u/++34fUOdLbdkKG4XFzbzUTJi2k5tdpemZBlObhCvZxMnk46s3iOsB93xqFCQEndXwWOhDXJ0A6EJ/MHZ2P1LmBUL7qbbQYgs537HexC4hRsrGp4FRnDqHIKQTc7kqL5LsF+mb3gQgoHqGcB6CT9WkDF543rZV6NTqc3mdbe1zVbBS1njlg+UnxP3ed0cWPBcGh/T33N6lx3bw5qAf6/dWDqr4/9XOQhqjfk3bYJtBTv06bFY9P6VERvRx92TMQqPmyRZZlb5jzPf8uvvpbVVX9rS+qPClSpEiRIkWKFJ8UCalPkSJFihTPNLLqS682+2tVVf25L7oQKVKkSJEiRYqnF8/BfORTxzP7UZ+VZtQjKyM9NKDZBOylREsHqHqKmlLdsipG8Su1VulhG/bvTnlMOJ4AVEWkv8X+hR5XuSL1/Mz4KYj5EijgHCI0h+4Eg3FAtykaQzrNQsqdf+CoUJu5qyAVvPOWFEDoI5u9EehCpMltaFcjKF0nZhhkXamvoTt+DfSzuJTjUIYCYhiK1hIR3QLZnK+bQneku1EERNHARzOHnlN05IXhpd92u+8eGoXj9kRQhcjzg7lDrm8Dre5ENmEQ7SibTZx2ZqTZRbZmQH7bRPRGoMP1QH3jNYjKm5kNajZ5pLmZmZ1UjipyuXMor1q2kLpG6xu14Htn7uDvCwjXfXUSxPcoytOp2fTpfX84c/YjpLOtOmLeRlEnTwETZgGoXpvvobwiSqS0TbOAAOdCOfPUNLw/+Ty0K9o1zV+Dddo4tCu2ewpN7hahTKN3wXZ4A9cYdqJjzMyGw7hsKkrH94j10yamxLaq7Wl/4O69d9uV8xICgcvTIOZzcuEUJgtQQ8ej0GYHaOOkDQ5FKKYuHqVl4ntOBoWnxikzoSbCF9HUStrjgIUjVFx/HYgqKorvhYTK5xqpv51l2W/K/79TVdV3PsVxlZn9XJZlv25m75rZf1hV1fQTjknxHEWVm23Hpa03wpQDs64kQy+jqJ16q0G48hDU+G3MhDEzy8iD78THmAWGIUX0eheq/mvxcd2mNZ0vEspYLoUiXC8HRWaXYZypVm7/0ZFjFe0NhaKN8XxTe+cXj0IfRztZivBp36VitmZm2V3XR3ak/ihMxnmM0u8p9Me+fCtjwnYRzy1I31dLs15NxG4l9qwXEBatM/+UmfZk6eYDnF989eCR3/ZCHzZdGJ/nhauH/G4438ewGb0LETi1seNcgWw/9r13BqFboZXbwzUYeUWoz0PMR/ZyV6djjOGFUFt7tfmIbiPjigxAluPhLtBf+d1Bh+y38GzIFvzB3IkCD3H9e70Lvw9ZjhxvlVq/mMSpDZz76D6t4xePx9zy9NwdT1ZcT0QY62NVLhbPXiiW7zvo9P3TcMzyDfcudL0YpbRb7v+he+6rgsxZmdOg3Y45NyrieYhZuwjcVSJ2PfnBc2vg5p4jnHMqTEyK5z2+cHUzH7iyTvoiag27OH72Ok22ZqOsKnTnWYBIm6mETYjfQOHeYttM/Y7vVpSogdekU2Mq1su1reL+JUV7JKQ+RYoUKVI8+3j6CvuPq6r65lUbsyy7Z2Z/p/b1SVVVf9bMXsc+f9XMvm1mf/OplTJFihQpUqRI8cXFs3D8eQbxzH7Ul90gDqNpmkTtiZSr3Z3azJnJCriZ0b2MlmuVWkYQRcfdZRCM6QpS6PPrfZ5vy2oV3etWem6uSuG/slI3eIRVqBeAagOhn7SshnM1Ule64Zhm2YlbedPVrA7y8oN9VVih7IERwG1cBd+swuMtF934LpWZQEGfESyuzmVFrIwbeltOLoMCObMW8ZLZxq1wns2DBQxtdb5y9NjMzF4cnPtth1j1JVo6EaSeIiu/d3HHzMzemzvREEWnaZXClWCutJuZvTY8icqtxzHfnYIwu05orFz5JtI/hqCMIvXchyvjagtTv96J2OUx957MhI+XB37bdx/dMzOzP/ny75uZ2cv9oAHAHH4GBXU0l39bsyNRSzzWJVeOFe24A3Gb2c+6drwUmzw+awoNUeOhUtCZufTIjb/1W6FdnP5hoFBAY4p+M1+f6DKFp8zMDr8PBgZz63Hu7Z7gVHWkXm3rKMJC+5SW1egghtRiDQMW0EHf1ftiHHLql9u4O+1LTv8AK+QDrJC3rZR7axtZ4aZYDle4aW2nKIJfGfe2dcq2wPEUr1qL+A5QOy+EJf1y1m0iET/y+ILpblVV3TezX6h/n2XZoZmdV1VVmnMFbFKQUjzfkVdWDUvTnqILnY98iT6thz5Nxkr2Rbs+Ozc5Ad4VWrF1cJ5KxlCei4xEIWR5u7vtpHacMgz5yT/k/SzxPrNnKSEGVtwP2i3l627iRISe/ZhZGKvr2hza16xmsLRC2Xoi4kfUfTTA2DuOz2cW+iEi/jpHyVE3PE/E+trbRffbJspVn5voddk3cx7CPnO+CXXzwWPHtPrm686OVucMtwug77SC60CHSMZLItsfzG81rj+BNg/1bG4Xbmx9uX9q9SBiPpXGQaS89PMRN+4UMo5w7tGK1HPeWkOzl0Kbvdi667XpqPz+zCH0J7BW+xO3nRjfC0WYs3E+xLmHIv28J45Rs23TCq/jx0F3PC3azMy+cuzmiLQ95nNcC/OMzEC2jUyaCNsG3ylv3/xSmLv1YK9IFshWmCc7PG/P7F1Dd0e0rXZ4F4jUa3vku+RZCFI2fsf2QnarshDyLMx/zYKds5nZEra66xortSv1z/kH5zRFm4gjgnMkZbqs8fy2LdpL9XkLGQc6HyLTYolPteLkc2K9d2qCg66MsajlU4lEv0+RIkWKFCluXHzTzP56lmVzM3tsZv/eF1yeFClSpEiRIkWKa+OZ/aivOmFVuhMh31jBYm68IPV+hZwrSb0mYl4gp60bFq6snka9w3Hjj8Pq1HaIVXjv2qJ5c7gEzh2tD3GBHit9Hcn3xWKurd7Eimktj9bMrF+z4tBVMv414//FbmOH3LkCq4m9Xjgn89w9Uo8VLc3XX3JF8QLnFDDe1zO+o7WOmVmGfGiurG00bw6n2tby/HUVncrp3Gf5g5DD9cJPPTAzs8Oee3gH3ZAntAcEmqvNffX+QZR77pwPli4H7clq1NjnTs89FK6MmwXLFtb9SlaridA/AYquKH4ZtwSPqutqeV6RyeE+12o5hMa22LlV5l2EtoLlgBz8ty+O/DbawfBeDjqhsY/zeAWXZVp1Z/67Rd/d30Nz9bSUFdhuzT5EEeRDrAYzD2u6Dqvr05W7hwU+2Z4rtY7h/aEdnv1E2FSOsSrLvFFVbMc5yC7Z/71Qhx//SaA/0JHIgIpVS12xb+pO+HPX3ru8ZTWdKH5X895rK+0j1Mla8h65Us3cL9Vq4LnIhGi1grImQkKEnsgENSnUSqeqrZQrGr9hLmrLe5/tAdFBn1IUYp3Fusif3vL1l1WYpqqqXzazX/6iy5HiKUbmrOK0CTI9nmO7d78R/RkDepwVzX6LfZ93yMG7252KpodnJrrPnbjuFGAddsAoLPs8nxSb7+M1DBoi9AZLLk1F7ffjOUk/yklv2oSZmZWT8P9zsqjQx+x2ofx0w6H7R7/bZDqtOrGWyXYj/fYM25DTrFoCRicfshFwj4rUFp0457YtN9trqmAMfDILc4b9iZt/HPn5SBhnmcvO+UhpzfnIDnNKsuzONsPGPqMO2JuY3+zlYc7DMYaotuabP97s4XMS7aNBx58ib7IDd5i7MKeeCL3q+jBYR8Glx+x3Tx0r8mfufGhmkuMvtntkCHDuo/W/6kLPp+/q/fF60rh+UbMbHAs7kwyHBc5DFJdaCWZmM9xTGLskp55Wkmhbu2MwXoUNQoTY59/LXLdzCabbS3ApgtuP7sP5ynbvs+nQ+FzyTuwUpXOEtmfK2Pnxv4miM+pzmk7L4EuEnedbS97/dOPmfnxvlA3I9sJ3kaj8fBrmi+XMfdc7dO1+InpD1NQq8mafyqiq7Mrc/x9VfFnnI581nmsVpBQpUqRIkSJFihQpUqRIkeIPciT6fYoUKVKkePZxQ1bGU6RIkSJFihTPcdyQ+ciz+1GfmW3HoJUIc4m0mPApNVun30uUoK2VoOt3zgLlpH8C25gxrWnc95tR2GfvPUf1uMgdWSETOonXCQEzp1Sqei+2wCuFmrfeB22PtnFtFN8ataYQilCfAh2g9qy1Liis1yVFSWhD+DuI7oH2p0IboBnxNnuPhTZMQRvWqVACM1ACt7DFWUqZSA2mgAXvt1+I+Iin4IG2cztIE1E0kLQrpZtRZIX1NBC6G23bjmBlV7cpMwt0pcLTnZt2dxThKyX1gjY03OfBKqQLnINON+9D5KcHgRKhwvF4ir2c7QK978HGnWsG+v2tIlDXKKRDytukF+pp3F23lrt+X7pN0xVoP8PPbYvVSKtVGr7rVahLES6hpREFm6o2ERO01Qrv/U7ZiLSUBI10vRXbJaSdHP0TV68nfyTURX/P1ROpcqSBbsTyqLqmc+Y9dX37kveoRr9vo3t1/W3G7css0Ne2qK86jdUsUOPaBPpoOTgT8aaLpaMXXs4dlW3bYj/Hv0qI92SnoS78bndcvY0mTdob38NuzVrPzOzdlu9SpHjuI6ssyyurxAqz4muX1wiMkoKS1a1hW3Lzqi6F9przl+Ej9HcYVkoRASXbmZayFejkO6G/N6x31e4OFHWWzVuCDsI9srzXCd6y32N/oOmDW4iALTtNqmy3E89NWvtPjikUxZI5SokxIL9Eetq+UI55n92431cb3Xpqlfax3kq0G9Pm1aKXc5X8mtm9py1XzXGWKYO0xVUxOI7dPDfT5JQGze9Ildf5kJ+PYA7B9EDORcyCBd4G7UYt9Xa1+ciDjUsRUBo/7XF5XC6pFXfGLgWwMd+QuvLzEmZzyr2xnph+wLnIdCsijn5sRGqtjK1lbS7d1ra8/SvmNPpu0m6O6WRZTmFfmQshFcSnhFyGttV50T3bQ6Ro9NFu1CL2oqDQ4NVijkXWfDeac7h4HqL7tN032znPvWEKaIvgYemti2X+gXpnKgSp9mfLMGE7X+DekGLU6TTnBUz7W8OSmykKZmbHr7r2s9eH3a/Y/XWz9pTE2G6407D+TdEeCalPkSJFihTPNqqbk8OWIkWKFClSpHhO4wbNR57pj3qPbouQQ2MxSxdjstofujNXw7BQtt4Lm7hAee/vO2Gxk590ohw7cdHoTV1ZDt52F5y+JCt2AFd3IyCMstJd0cqGq+Fa9kuskHm7C3zKamCnhgK0oXlcTVSkPWxrsYnB6hnFKyiitVPRMlp6oPy7Qdj2yt9z1/n4jwNNF7FCvzANEZulrPDlRSx2Nob4xV5fkFWIf6yBBs72wsrsYgPxlJLnDiujdWE8XXWsW67wGipsxtU/oqcqhteprcRvIjG7WICmL7Zmp2u3cnmJlczp0H3ehYCdlnuDe3oitnWPIA5zpze98jja2Lw4ClYx71wcYxusDksVl4nbyBpifHofDeEjFTJEObdVc3WY7ynF2dosSoiYeJRYUK2cKBhfXxV3g9ARBVSKs1BeOvGc/zxWx/eCYNEI6DJXdSnOMh9KnXRiZoFa09UtXZ6m+Mo2EpOhgGLW2EbxmdkadlGzsEK+PIEQEBC9PpD2NlG7HYS1sv1gBeTFq1pEO4mEdFv6lDYhzxQpbk5krUiamVnFPoybVfuTfRhF9PQU3EZrrQ4ZgzKe4rjjf+7evfM3RSiupqs2IKq/lrGPcxKw67K+jHnoE9gHb3G+7DJMfNbop9lvqtBcHaH2VpllE/HrXiNqxflO29yG27Ye8QvHbyfom+auHxx8GPr05T1sw5jC8WY2DUJpK9w/+8a9YegHJz3Xb06KWFh2Mwz3/3jqxmoy6XTOsMzxdw0s1H0a8xKZw/g+tiZYZzJ8s6/l2K1CdTxuCJbiBR7ue4sgqDvdxvMRvT7P+XBNtqDb9yWxx73ddcdxTqHHvzp21nuPlm4OMx/14vtwhcQtZdE19e+6GJvO64ge7zAurUqdw9CWN2azzYSp4UV7cR5Fkzmnrn9utjLmgSHSvYDQ7RtBbPj2AZBmtCOy2/T9oTBkm111tyYCWGSfDXUu6/Thtn1qTIet1G1gERKpD9vIEKQQMsUjZ5fh3SLD72DsmArKMPbMGDCh80Owa4UVMwLbdNAyV6+L9tXLamaWl1WL/F+KtkhIfYoUKVKkePaR1gtSpEiRIkWKFF903JD5yLP7UV8Fq5ho5RsrtVzUzdSqZRevfAvgFuxmsMtWbNhmWGD64E85+J7580TnzczWY1eIwRnsM+6Hc1++Cvs25vlL3hutbIjU62L0boh8qVNXrasRbEMkF7mOgK1b0E+upmtOUMfnsOFamgtEKx2urG/j/5uFPOOsh7z9sMBrH/zLrgzjD5FbczdsY15gByyE7FxW/46Q+3TkVu9GQOhHki8zQO5UAUR4fxRWzx+duOfzaOxWiNXChMFVY131JWJ9sXUPmlYefbWWq61606rOzOzchtG2NlSb173dD1Z4t4p5dP3HK7dqfX8Z8u79NVbuGspK+fqBa2QvY3Vcrek6NV2BF/oBxf9H01fNzOyD/VtmFvLvzcx2eJmYjzeHJd75NuTys57O1+5zLnlsPg+tJdfb26mhXU7nYeV2PcU5iCIRjReLmAzVmrXYorE95rCE3A4lN++OayNHB26l/GAQ2gyfcR2pHxZNiyHmTw6kXdRtczTqK9xtlkj1fWPWA9AvtPWVvNvcxjrVbUvkyS8WqFM55/iOayOTgXvmRNrb8stYlkhvA/fr8+Yj3Yo6MhfeA7WzSZHixkUFttAmvGvZptaXeaZRFR1nZlat6Uknx+NvfkPEfzcK7yPH0wc/5641+jicuneJPu0A7zGGB3Fjtcu3OIcC4iiaAB2fN0xrLvf9dhDKvzsHy2zg+kZFyepIM/soRUM5X+l6HR/N+8WYS2srzEs2gmZut3G/okh/D2XavOC+WxWBYUBLsR0ZmTzuQlgIYCEWL7hxYyRjAhF66tP48sgc6aOtG8c/nrvPA9G8IYthVWMQXu7CmMhxlui9It0c11nHHJ8DHy8wFtvs6piLzrz3Q8xF5jvRXwF6/9uze2ZmNpNx/tECLMGha0zf2HfWdC8WAalXezqzWLvnXv/CzMz+rx/8mJmZvQbkfpCFsZXH8x45FzEzO8X864z3DX2ibQsLhGOPjke04b0EmnwGNttCbNNoKZnRmq4naHDj3cDvh224Pu2b7VVYG+4HpP5w4L5jOyLyvu2G4znPYPlH0taKmpVcPY/eLMwprsuJv+44zlvI/FPrYj8nwXf6Ts7JmMU8hOy+43snfh8yXch0bNPfYdRZCWZm/Zq2VdzvxJZ8Xj/gmvlXiqsjIfUpUqRIkeLZxw1ZGU+RIkWKFClSPMdxQ+Yj6Ud9ihQpUqRIkeIPTpRmts4tnwc0rDtHLvABUCgq3XdbmEZkDy7D8ZO3gVC+jJx2qrerwj6U8bc49zwX5xTk0BMwhTyKZQoOf4aJJ/OGq0FAzHr3wR7cdyiuMn6Y704Uk8rymltL9f+9sWNPdTvN3Fgib0T+5oKmdj6Aivar7vjBUNDMImYjrm6JBsuJK2+2Qn3jmXSnwpSC3kDhWUnNvN+6s4myuMgifPuR07A56gcmHYPOO54BuA4MwI8XDuG/1XMP8OVhQMHrrjo8/nwbhBTenrnrfvf+i2Zm9sdefdtvmwzhXgKWHs/D8piJ/g8Epp6sQtmI0P/Y5KGZhfx5RecHWcxC2GTh58EEyv4/8+oHZmb20cKp5x90w/G8J+bUT4XF8NHSsQzfmTqKKFllB71wPNlkRO+VLXa+cud6fOrurft9h/hXr4f7z4HM8930KvZyvTyP9bkyeTez29BdQNtWpgcZp3VNnkKYmGxbPSDmUfurvbiKwpMlGfSfYsbfJwXvbQ0UnvW2EqS+rouhDBkyIYuRqz/eq74bniHZ4gz0WdT7Q5lFJ4QsUYsRe33+27KuhJXiqnhmP+qzUgZNocp7ajufsTw52ql1Z+6zfyrUYDCeNxChUWsYI4sVrLGLzJ18/53QsAbnELqYgOrSEaoH/7xGJMq/FCLGQfGag99yjfHswBVkLvvU6UabTXgEK1hBVKABFuPQqeS4Pw7CWjKeYzVz18ufuPOUInhnexAYw8Cp1jgclufoRPic3AH4QN85fBC2nd3BIEqBGtqFqUCIt7eBrZp0lOXCXe/9CzdAqLDGtgdbPtB2tIN7jMHqdOU69kMMvrRJMQsDHGnpSmk72biB4b3poTvfPFDVv37sBj0OyLSpMTPLUWf7XffdKa73cBlUGt++cIMWO7ZvHH/kt5F2f9R1A+wob6YbkLqmg+Wbx44G9d6lO/dRL0w22BGyA6W4jlrxvT9zAyotSlQsTVMWzGJa1uUSaQ4X7rj+74QJSGcfE7g9tB7SMIWOWoLalreJu1Boch/PaRjKwUF1DFs/tSHigMNBpQfhyV5LigsH4LxlctdGnyftzYsHRkJ3dbHBFjEa0k4h5qMiOhSzbLW5QdmHSDfQ58N7r09U22h4bXY/V01m9Z44eGqqCCcBT1OeJmnwpUiRIkWKFCm+6Lgp85Fm0kaKFClSpEiRIkWKFClSpEiR4rmIZ4bUd5Zm1GhSlDgg9VSgkYOAsJeb2L5OwwvtyTmNGjY8DVhIsxdF1OJJfM7uMhzfXYBRALuLUtDHyv9N5E1v0v1n+ipoe6CKrZdBaKbc1ZD6ZXgE/fccMrq+jZJPhJpGpK5ztUDFBuh2Wbhz5itBTScx4qbiZRT/I9Ogswpl5DnI7Fq8oPVcpxQ1xdbqzARF8cfHEJ6DANuT0djqQWRyugkUvrdPHWK9QL0evuLOo8I0pKVR7KXNXmUM0ZPzTqCJ1aOIhMVQ9jK+xi2hkL2571B1CvLcEds67t+GXNdFUZS69MLAnYN1ebkJ5a1b2tGq5oGwB373Q6d82Bu4hzg+DPI8/W6M1Gssu2BugNa2eDO0x8wLz+D9o3DlUl7SJdsjqW7S5khtRdtTi7aiG1utxTSuGHkOdmxSD1m8r9btqlb1bWI8FBJU+tpV9lcR0u/tmpodVdGJBesKYRawjbfRRns1YcDuNVY4bSI09VDxvy34vYG+F8rNe69uyOp1ihRRVJll68x6Z01co+rGfVPeQr8vyTSS13H+cmxl56EfvYR/fyHGOQwnWB+AoQeKMHcVXVTrLEFR5dxkE06+o20tXmNae2UyTvvUAgj9LQuxZKtZ0S3mbizZ+4eBoTX9l9xYy3lIX+n36Is9ywc2mmobtzju4t5QV9IfZWQhsd8X0VXaCnchmFfismpTbEXcNyrziGPnJqewbNXYh3TrS4xFJ6vA4CNjcNEBCwtsLrL9zMzeue/o8996y9Hm1Q63X6PfFxivdp3w/O4OHINve/dhdE2zWLROQxlbPPcQonqvjAL9f4xGdAD1xfq8wcysvAbjY33dhXDwydrVDW30NMg2PNuE+vtw7tiY9/93J/p770+/b2btFO8NFHZ1bB10Xb2PYJu8/sNMPxD6PHbfgHavc+sdWKGlf6fj+YuZWQfzDt/+rhlH/TbZxT+vlkdVp9hrkO23gLWcn3+ImC6P72TNsrGedi3sQwZZsL1Wm1/Ot2K7vTbbucD4a7If/b7X2O5R2Hkb/UaI0wU4D9tWSr/Pr5yDpYgjIfUpUqRIkSJFihQpUqRIkSLFcxrPDKkvu2Zb5L+rRZxH6LvNla8Kq0E7LBSvjsR+AotIXDCKEKX6gg6d8cKitK33Y6R+O5AV2wewqxhgxTmX1XAWs1tbjTfzK3S0reH/q5WsOHF3rjrJtl0/FrbpyAo7c/jbrKy6WNkn2rncc6tw5UyQRqzoE2FQoQwKi2T1spljWGhUujALtIArowtYY0TiO3m8Mqk520Qm+exorWFm1smGuDd3LuYpa9y95VaNmWfdZuXFFWlFe4mYHyMXPxItocgPVuKZo67n4KrpqmYTYhZWLWlhojZBZAjQ6mVTyUoy1tdoh7OqmuekRQpXdM3i1XAzs0usnF+sBM3vu/ZwawLtAclR1xVbM7OttFfkAzIAACAASURBVHW/qttz+7CdREE0HKvrSkShCFVFps1AVtV7NWtIeY1o0ciV6kJWjPNdU7ehHlzhJWLeZptT+vx5sUqEXQ4tnBRxZ5smQtVpWc3n32Q/aBmJQrSh8d38UzATrkHh6yI8bREsC8UKE/WyRHtayjvGd7Ft1f9HFokFkOKLisosX2eRFs92gr8p2IbxN2/ta4C098I2Mt2oBUQrXitVKIhCXRZ/moV5Crp+j7h3BbF8gmv10bfJ60ndDi/+xbmK7sQ5BfRONmtBA1Fe/4k5w/lPB4bWsBdbamYt/Z/lcR9J5pWZ2Wq0jc6tYmbeZozlVrtAlMnPR/rYV1kU2GcN27x4PoE5Xc02S7V6yDDoA7HX/vBi7eYj626st6L9/1dfcgg7rXkVXSfS7T8xLxkIu5Bo+mHLvITWdbk/vslApL0e2XrKyqqz1pYUnBLAvoA9HRH7mVjSLTEvyWso7lSoEiwLx98LYRRy/jb5Uw/MzGyvcA9SNX38mEgtRJk7Ek3uF/F8pQ1NZ/vZdWVuDcZp5fVjXHRUxBL15bVxpP2wnPV5RydCzDHH9oJv4fmtfbtrlpcCd7QgnK7dp84/aDMXkPbw4LLanLON1UfGH7+L7J8967Fmu9cidMdzX4fGh7YmGj1E6FtE/GZo23WGQln7IffUpws3ZD6SkPoUKVKkSJEiRYoUKVKkSJHiOY1kaZciRYoUKZ5tVDdHbTbF8xdZadad5ZFDTEWGHfU+CKq3sFU8s0jR5E3s1rM1Ind64Xjfjljq9c5xHADO3RCIV5S27PYZf4S8d0HztiMwo8g+4LUEqScwXK6BnMm2bUGKgEWfeV+YUnmMwtWtssxCfXGb7lOCmZhfuGttDgTNK2JLsmohekOPcRxIA1uwIiLXL9zTYtaPymFmtug51JVIbxuaSAs+fq4lp3mJv+ne04a47hXU8XHb2lh6/l7xcJZCH10AsTxdxew7dz13v6uazZki5afIcyfz6pa45DC//8ScbhFRfWUT1JmImv/N65xtHGPhDNc6kfojCuxzxIXpQPR7v+fYCG1Mu5Ab3kS6eU6y+Fj7Wctz6IBN1xVUvwLbt4SWhGex6PVx7jm0JHZCO+R+LCNZk3ofdWs5vX8i9VWL7hS1eNjuWFc90TtimyLC3os0eWKEvg2przNI422frMVTv8fSQttovEskKkftP3YWIivBLOhlzTfUMuo0ypNn1VNnDd6U+cgz+1FfdQL9PRK1u4Iq3/adaoV0IGZXtXENKJTFgRP7FrOwC/pPL7SShzZmawzU+++6C15K57LBwEFWdiVCG977ku9bHndSZoGKnNE3cyODGul73Sa1jdHWsOu0NZZDJwwlhXXKaBcX2NaZuf0Hj8Mm1g8/M53EwKN3PXeVcUHq+rZJsac96FY6SnZiW1ABz+dBkIcDatdT9MN1OTBPeqS5uRvXQaBO+28bYNsGH3a+pCJtW4RNOLCegpI3lw6KqQAcRC+yQEHjdZkS0CZ+w0H+chuOI6V+tok/zcwuaiJ/vBelHu7DIm4Ci7g2sbU2kUM/kJXNbbmnXxo+mUYjdDaIAHWnnNyJcCMHVVIm1QqvRUTJb4Pong5qZrVnX8a0+7aJJ9/JpVhKLkG7JyVVqXnDvqs7tueihX5ap89rGkpdjEYnhfXncZ0HbFvUaWoaYYLU9H6de7pfnHZgFt6/JE6TIkWKFClSpEjx5Y+E1KdIkSJFimcfN2RlPEWKFClSpEjxHMcNmY88ux/1mXlRrEzRQC8iQ5UYOQQILhHk0ceCahNpB1MpQpAJGoIGt/8ORFH2hGo2AvoIcKpU4A/l6126Ex3+Ttg4fRGCYKTzFHIveXS4t4HriLUcd+J1N/uhJa0PCV8C4RdUm5ScNtRxA2Sc1nmdU/dYJ++F6158JT63CqR0Fu6cpP+JNpwvH1lfSh4oLoGEEuEcgLZWCF8QVMAMlCi10mOUFO05D8fNWE4IERXDICgzAfJMFJGiG6tOQBrzXUxFUiT3ZOMoaLSjee/hkd/28m1nA0OrH6UQ0Wrj/mzfzMwenLjPu0cXfp/eENY3oMCpqB1RUiKk+iyzGnVKt81ASzpfQAjnIqDzXoQRgkE57OeGoyBudDBylnt1ep1ZE8FVcaDp0j2PJZgYKpSX92OkOqeAXE+ZJ2A71CinZuHdrkgvEXbH7gT3e+Tqe6cUzSpG6tvqiyyF2dKdZ71qiixmeZOywvbEe+kJfY/skLpQTStSf43QTFuQMdJGCc1rSDlL1IbOt7Et+DfFi9Qmh+1qtsLnIrz4u01MF3wqcUMG0RTPX2SlY+4tAzkssO7IfPNdhI7f7oM03nwa3qeD33b7TV/Dri1WeKTCc8zVOc0Wjq4U7PMifkoGRDfHOcXeO2EbLXt3gyraN+oqODfC8NA5lb4R97sbuZ02B5gkCP2eLCqyrjYRQypmRs3Rr8xlvDr4p+jb/zBo7L2mtZoX7lUWI9Ik1oeukD5VQoJ1m2H8WJ4JtZ3jVT+2y8vVks+nXeBa6zAmLdA3skT9gSv/rVGwsy0L0KhJv86b444XuMN4e7YNVPvfv3SWeO+duHnJ1+4+aBy/wORsijnE+2Kp9+5H7vifeP1jMwvWZGah/z+BCBvZf48WE78PUwwGoH2rmFpZm2vNcJ7pIszZVgt3v3x+g3GYgxxCpLcu9KwUf09fx3cRI3Hp2tACbYoUe1NxZD+3RBspmm1rV3vGuVhEe6E83Mf6vdA5PHkL7Xwf50EbV2tabwWJOdSZME8vLt3fnP/2+2E+y3th2+I5eyIwWRffVYHjOkOwLq7bFluZ13KOwTO2Ht9KiXZR1qz02tI3eD3a5kbPFkzBS8xv2ceowGavu3v6rMEbMh9JQnkpUqRIkSJFihQpUqRIkSLFcxrPFqln6AKSt33BbrI62wVCf+u33f+nr4TD1kcQSmlZsc1hKVN1sHJ2B0hwWJS07ZAqMLiuLOpxFXp56Dbe/du/4bct/tK3onPrYlZd4IaLUWqbE+kJmEX14lf2uRou6CXXPClUsxNmwpYI/UO3itmdum1nPxVWA7NhjGwSHTcLoP3qiPn+oUylt+7DR4Twuy9v/RZWcVFfaj1IZzbWQTkJJygm7q5GE5cbr6ueXEkNegHSLjq0o4mRb81FrgvKcGXazOyj6YGZmX3wO3fNzOy1Hw8r4q9MHFJPW5ptlIPs6pmIeRcrwQf94PtHARXGUqw7TpYOijnFCm4k0oKV3wVQ8XIaVvlHd5wYxK2xQwXu7k2tHmRyrHdNDQBqDnAFVfepsx0uVwGtnc2wcjqDnc1EV5exmotVYpa/0lx3vg+0rdvIGiIfJ7fJ+mJxjvcVbIllv7kqvevG65EryY2/RLlzrLSXA6np2+659gqWv7maz5VzXSnv1JgUbJ8qlNOG0DPCajb+f00evEb9XMGaTtkWqC/a9aiVDNGzml2PWaizJZgMm2l49p0z5NRvn87qeGY3R5gmxfMXZWE2f7GM0XQ2dQLkuybmwT4sv3Tv0au/EvqI938R79/E9VcZrfGUDURNHsxROOaaifibR9rR1whDilfbwJL37j9e+W2LO4NoH2+J1xc0kvMlMOC2ohtS1/DxQL/MWUpvGwfbKRXBYx+DecsCCP3+Pwv9ysXPubGSTLKOIKX+3EC4t9rH0TqQZWmBo8ioyJcQ2loLiwD9fVWz69N7Hgxd2fYGrk7V+rWOMLdpG7FvJjsvzwJSuypj1J42Xu8J0k7G4M++9r6Zmb00PPfbaMNLXR6O19qfv/iCm7vc6rl5giLtoRzxnEnvcQyhP84PPr7Y99vOPnZ/v/6Ws+174+DEzMwGR+F4BsXQVGuI5+QYSTG5eBwDWxDbzsWW9wJjOol9vYK2ieH5BdtnftOcT+7Q3jwrT47nucseRPkOpf7QpqnBw/mAatTwHi/BcLw8DSwMkn1GB+7ZDIQF2GZTrdfQaBNovCrarJrbmH7cVj/3dVa52xZrXG8l3KJlxP353VIZg2T0XLp6yx+DaXM7zKV7w00rS/lHFTdpPpKQ+hQpUqRIkSJFihQpUqRIkeI5jWenfp9J+qqsPGdYOmJOfGcZto0/dH9fvuH+v7odVt6qAXNqYnTb/YnV8CVW5/pAvtW+5po7J/q/QQ7+6b//Lb+tg8WjzZ773En+OVxCbDsGMjpCGSUnLavl9CgCnXnVb5RDULKqZolSCuqZIy+uuMBK8RtQ6h7LSnOXK5QoYx4qYLeJrXB0wcozCzL+P2xjeWevYIV+HyjqWG0KcDyebyY5dIOhK+ctrJCPClmZ+xTq5lxhVDScwe+4+vt4MfbbPvzQrYi//NVHZmb22t6J33YEGxgq1CviT7Sfz26EFf1eC9rLlUldreb93b192Tiunq//4TLk+d/Zc0j9S2O3cr9XBGYAo24VMpWcpZWvC6yoyloeVz8XyEOfzsPqeHmGsqP9dgS5vkr9vhM1U+yP05RNcMNHJfSdNcGLorl0WteW8Cu/y4CE7MAsqF529TQQfQGi7yx/1YJqM0q5/K6Wr95mTeOPa0HTg11PHt2HWdy2zerq9zWknmiYHLMGiuDrRhBGImlZjWGg4fMLB5IfOATatUg59SluYOSVY41pG2wg9WQRyhgNx5fBI/f5/i+Gw6tbbrwtwCxi/my5U8SK13fvl76OHFt9bn9W+7+ZGRiCzJt/9NOhv+5gWPBp2pxjCBshwzveRU54UWifXutriGpLX8P5A/uYUlkE+G6NnOTex3By+ZkwXo330CcDqdT+iAg/z7PNdDDJ4o8WbR7PTABTcjcRFhVYZhzDKtyT5lQPem6ffTDv9mWcHXZiRJp9/ErmHt52ja46oqez8o4s7vMJWHvvPwpI/U++7HLhidAfdoMlnZ+PYOJ6kbvnrqy7kbfbwzxMLf1QFs4LJmAiHontHZ1ZtNwMOsPcGzv9oHsD90kGgQbnTBfbwFTg3InzIZ9jLWxUzuuoiXMp+fqbFfL9yfBocZ8JY3KjSP7VDjaV8acez8hHAU0vejHrgfVeCuK8QB2tUNbRvrT7gSs39Qp0XK+P6ZyHRHNeb/MW589H5a0xBdvYfJwnRvOPWk482Ydt7kysI2Uo1Fmi3nZQf9t4FkVzHkKG7hCMXapU9H8Q+rbV7SJmej6N+BLPR7Is+4tm9hfMbGRmf7qqqiZdF5HU71OkSJEiRYoUKVKkSJEiRYoffdzOsuw35f/fqarqO590UJZl3zSzf8Xcj/lP9DhOP+pTpEiRIsWzjerm5LCleA4jcznvitRdSSVSRx5o/nitmFFAurtgoVFrxefxSkMnK47aNKpRQ1acz8HHtXIFiT167z7XAei1PghnVMb3yLUikDkZVdAEEaS6C8SMCNsOjEeR7/EoukdFFakH6lohp30LFf1iEFBOIvS9bjPfe1fG58wuw/SUbgHbfZTRQ68KtbJymtsCo8x9euaUsCiIdFJZXNH5q5D66Dsg3ERFlUHIcy+xz8nC0Sno5GNmto9ceKLfg7yZr+7dF9AAVEvmaAiFeZ/vHbY9XjpBKebJ/+Sd+2Zm1pdrEKFVHSEGWQx7QPgnnVVUVrNQJ7zXjdA6if7XVfTb0Gi6JizFjaXaxfVNNLtqYcPxqUfb6NYAV5eyJT+bOlPV3JUtGzRz8j1SXWPHmZmt1+64HvqBUT/UDRH6ThtDkPnuOzrUgMXTcr91xp+ZWQGGRfca3QffJqELpdpJZGfy/SUrodC8/xrTT7UM2G8UNUeiTStjsIz2NQt1M0QbI5ty9nXpHB8F1P6pxLOZjzyuquqbP8Rxf8bM7pjZ382y7MLMvl1V1ZOrdn6mQnlVs6/wtHvS8JV+vwP7Zn2AF2Egoi79eOBU4beKgyHEaHpnpNPLhclwI4u/pf/k9Rd3Q5kGj0Fxwfvadk+e7kYxj57QwDosN/bVtAG+uKTdq8DOrrb/Mly4d4EX9kXQpEEb6onAGOnGntq2lRaMZ9C9xKCqLjd891uFaXA40hq8IKCI7/jj2ClLT+VpNxBrmRRB9IfUdC+sIgMNB0bac7GDi2j4+Jud2Mk0iJYM9t117o4cDX6/G67LQaptYGJMLxyt7Phoin2FOo5ynq7c9U5m4bovH4A+j+upkE0BcaBTdv7D0KHd6rvBnlS5sZSXQcobqVdt6Qqeni3tit+ROkY7FzOzHNTrckxRuSbVzaeK+NQRecC1fbStW22QzkTUKMN7W5LypgMg2y8paxhId3J8F2knwxHqWQXvKOznB9LmpCDYNintNL6/HdR4VOSmPqjqM6gLxLC+zQJdj5RQTXPwdjcN2uDVtPhowrCNX9yOvJtdXKeLdtiVbWtso71VihRfpsiy7BfN7K+ak+P8tpn962b257D5P6qq6p98UWVLkSJFihQpPktkWXbPzP5O7esTM7tvZn+9qqrfyLLsz5vZf2pm/8VV50lIfYoUKVKkePaR1gtS/BCRZdnLZvZXzOzfrKpqlWXZobkf9X/czF41s18ys3+j5bhvm1sAsM7xrWdX4BQpUqRI8eWOL3g+UlXVfTP7hfr3WZb9x2b2U2b2G2Z2Zmrr0BJf+I96gkpEorRiPZuq20SAcy/gRsqaoIgAp2gtd/km/i/WVqRadGfuIpN3w3WJzJM+th0F5Gt1y/1dTHECYRZ0gOyTfVB9xkbi96+ax2eed1ejmFlgOVBQh6h8LsihtzXz9SwiFp7mh/seN9M2OnO3rbNuQQix+26AcisKSwca0OfKool+XhcePW2hEtVtMrZZk0pH8REiumZmvf4m2idvEQS5Ll6866xjDgegy4ktjKdH4brn7x+E4/YvoutqED1Xqw9fXiKpYC907OrykgK3FYYBGQ0Uw9uVzbpcr2PqpFlgutA+cSuiNr4Z1duqvr+kaq4gSrQQ1kNt//6JULUAYq/ArIme/ZYCTfikwKawYfh868i5WaCEkeq2UaEetJGyhVWy7rr9SK0jy6RoYQG0WdEEih2ZMnLdGeyF3nGfO7HpXJClhO+yoWsL/VFoc6RGkkqrQkG0niLtUMPTTf09iN0kGUV1C84UKb74+NfMbGJm/2uWZVsz+y/N7J9XVVWZ2XtZlt1uOwj5i98xM+u/+UptQLTmpI6bhOzCblU0zMLuftyNx2GNHHOZHWjki4PA1sqwjYymbO4uNn5bWGrHOJ5zk6BFZtl+jfUIphWFgs3MylHMRoqyDxpCoU2KellLUcgiijsHe3y0zRUQfj4ifXuOP1l/yszcjuP+iGNK91Qo+mRPMnthX+6bVGqmFKxQpzJX2RxQgBdzBqE4d6u4bkhRV6E8sgI5L9Fxvos8i2D3lUX/1+vujDakYVvHi9/x3O7/P377od/nAMJ+bXa8ZD62CbuG62fRfU/XQaiuDyo2qd4sj6YhsGxkDS5ERZp2wAt8cp6j5SGlnSkF5ULmQmCvrnuYw/g0kLBLVWu/UdvG/MZmYMXx2cj4lqFNdfBZiYUvf5942j++13GV7bZXo9rrfW5w31uh7dMmj/R9n8YiN8CUnlXfbVNLPNLXOWZ3s6tFBLPGmB/EMsnSXD1x7NK1CHWXe2DVHro57/5IbJwh0NittQnON93f8by2kLphuVlHbS10ejuLGcB/sOK/NbP/Kcuyf8fMLs3sP7hu5y/8R32KFClSpPgDGGm9IMUPF4fmRIb+dpZl3zL3o/77X2yRUqRIkSLFcxtf0vlIVVVLc3n1nyqe3Y/6KuStq50cxWHKLlaFBU0//G339+JFikPIGg4Rev5X832B2m0Oa6txsirH1fANELjpa4JCYkGIiGFkCTOMEetMctP7p+6TVnjlACuuet1ajasWgNGygavh0XFldJ9aJua0ezT8oCkiYjWhi1yEKnZ7bqVvOeFqeFgRYz1RPKTzMNTTwQ/cft2FO+fjnwbqq2g8BXmA9G96IixCBBmrt7qyua7lPnMfM7PZ2q0Ac0WXiMhQVi890oj/a57y4tKJbsyPcB4RlOlDJKfNFmQAsZxX9xxSPwY0oCI6XOU+GgAh/cojv40r91zJV8CdOgEUiekPmlYxKnzD4Gr8DKviT1bOKufJIuTyXyzc/So6zPAWRVhxzgRd2X/bfZ7s0WpI2hPRpG1tXVWbHASbxh9jBf8otNnNAZ4H2sdiJJWBtk6LtYjZ4JkqYJd0mu2Zwfal6NIW97llHrswE7hSz/e/kvdvQ5tLaHl08UlWgFlAMwKq0cy353fxSjneP6Dvm3lo650zV86933blPPsXwQaQd5RsAdpAaj9J9G2NjqeNPdRmD3SdBV6KFF9wfM8c1d4s0BG/YWaWZdlrZvb4E89Qunc/6r88MxDvVotGTAW9ps0EfYWwj8qJF5DR00VaJBShYn+l2/g3UchN172zl1+VIlKoj2XbyTtLTQ4g9BjKvOaOmdkSVpXbou2dx31QU4QWc6p3QjSdooBqc9phv43+bwpUdiX2ucOYeReh2aiTPuqocxzoEFltmCFCupZ5UAXUnvdfTAUF7hMZRnlRj91zsSS77cpLW9hYKydGljleX6yCgBet2NifTnphDB/iMrxfjhGn7x77fS4O3QTyCGi0CuXltY6b85S7/eBsNcR8hNs2eWibx31ni1sexhW5EgEl3i9F7drs8shMmMKiTp8f51GXW1cnjyDOZ2b2eO7mJdNlQP/NYjYLxyqO0XxGZmZ7P8B130D7YTsUpiytDCtaSMt8pfcYCDn0gewQbM1C5h1gBvKovoztnboInRd+C99xTOa8W0UMvVAdrHfJzjMLY3x3ChYG5vPKmF2DtbLF+7sRvawtBPlGZOzBOlmZikTRhwa9oW54tn28dzMcPx27Z7S8CM+qeAChw4OsUR88t/+uTYTQfxfP6zU80t/Cgix621YbyxTNSEh9ihQpUqR45pHWC1L8kPG/mdmfybLsV81sZWZ/Gf//dXNz8r/yBZYtRYoUKVI8Z3FT5iPpR32KFClSpEiR4rkI5M7/pdrXfwP/PlXk68xG73Zt8mGYyZ1/xX2uoaFXke1VyGwP7KHlPYc07f1umEJd7gPZRo4qkasIjabjRA251b933Tj/dS2XL5kLXvmDwjaUs840HJwIU2kApB6o12ojqBrZV2AfDD/sROcxM1sdI7cbbMRcGFZ0zyiAIi5eAxr6JKCSqzEcSQrqxDR1f2htpe4jdcbQptNpfL8Gs4rMgkzujYyMiqyDilpKoW7O7zmE+Qme+6KnKDYYZUDjzy+dmMHu4yBqUO7DdWjPIaW7idQtAH063hD57uwFNPj+1EHFt+ByU4jfIdF35tuzPEUWjuf+zHdX5x5el3Z96xrDzywwvM7WjuWnejMl8rbPN+5GiMpvJe//dOmOu3/p7uPiUUDqvbsNn0O/bNw/2Sse1RUWxvwlsEIvwULF+7O9JQ5PcH0i40VZsOsXwOjD+9vvc9+r87SVDceoO+RokEyxhLPNWhgq1bmr5wquRoVo4th4He9/7o6vRCeIjlZdvjeCYnv2rbebAxswD3XTqzEZu2X4v3cCQr2vCrBg+qH83TlsBsE0WA7DNp6bLYltQpkeixVYLJ0mU7FTxm26za6wqrJIByzF1fHMftTnG7PeOWhle0IdH5LiRlG6cMzZV93+Pcd2tsVEHnKP9FuK08jFQA0z9MkUV9EB1IvAoANQsjMpPeyvMrW9IjUGNLJMXu7+qds2eIzjO03aconrccDpCUVs+AC0HXjPro5Dw69oLYUXPZMXfnPo/j74Hii6tyC40Qsvdbc2waA4hpl6uFLgR54Phb0wYC87YaDb7OFlRIfNPiRfCv2eEyIyGk/DtsW+6wbOULY2kTiKiMymgeaWf+T+LtFmshfcRKGcLPw+435sTTcUKlX3H7tB5/EdRwnb7wXRD04s2CGW6geKwbIPIRrS3XTw5QyI4nl7vab9HOltGtONozqxY1X/YG7zwn6S/DMHVfAEA+rjS3dPi4fhRSouQNkC5T0Tuzz6FlcYALXbXNxx/+udQLhFXrLJB+5zeYw2e4TyygkoQrm8jXfmUEShMLiSUqU0tpAi0qSI+sG0NslTkZw1aPT0hK5mMjhdunuJ+gsE6Zqw4LXlnfAMvHhdzdquze+WbagvXsydmhhj0RHaf/1eVBgQfcdmH9fBu6biVd5mr1Y2/c5TGuVS/PHBQVQpdZ9GxPJzxw1ZGU+RIkWKFClSPMdxQ+YjLVPbFClSpEiRIkWKFClSpEiRIsXzEM8Mqa86ZtT56gRg1MoCiNcQKJGIU61gTLP/e6CFHAd0i/SdyiN9KjgTXzug+SoqQ8EZXF8EM0rQRq5zOiOzKaKmQYTk+LsOpX3Uhf3GLJSbKCDrgnQ2M7Pzr8cUmXwlaBzpS0SnRbynHDtEcPYq0NYpKHYjsWQBpY8oYhu1yIvgCGKX18QpNoIQUqOnJGvCiwcqykfWgvvf0XfD+R5BkOMSKOJUxQ4hYEaWROcwIN7DHzuLykQrkNkiUMnq4nm0/TIzu/yGo7ctThw97GAQGqQXFIH4nQp60KrD05Wq2ALHLAjlebs92UYRPIrN6LkvV64uFriHnrAsTiB6dw5RHp7HzOz83G2rgEoXoHL1bwfWwmaPIocQPpmG9rjbJ70CX4iW3voAiHlTs8/OvgaKG2hhniqnrJQekHLSQvsiqkThR/y/bZHUizQK/E9kvKo1351Q7bJLd78FBKLWLwnF79g9a7Z/RbyXEK/pQHBpNxGK2ATiTd1Y4EppcGRXdL21XVMoz9+bPPu6BV70P1yHrIHiHLY/YxHT85S2JlLPd6OE0KVaeK27MROi22LB89QWr6unefIUKa6PsjBbvLiz+evNRkjBWSPVXeYGFNbyY+5rzX5nB6E4iv8qQ7DOyono9zWhKb7XuYrisi8mVV76Wz+nISmHemOBBW3DhxCezSGcKfMtWtqS0bX8STeGqMhsTks22I1thWLcwZhJGn65BwbdeWCNrZauj92COadioqyLNpHO+raqk0XXMjPbFk/8rgAAIABJREFU9igUivs3Cc5Janal09ckNeIDNz6eYp+Lns4JcT2wmw72YO1157RRRlL0L0QULs/AtgPTk9Zwd44u/D6PTx2D8OHQfRYyfnA+QjE7zj3ylk6UtHul35MdSGbffANB3o4IrmGucgZh3dlcyo/n9HG1b2ZBhPb0Ijzb4dA1zuOxm1/dfSuI+JGBeDZ36QpnD9w9lqdhLlPdqk00tN1DNG7niIjB2nUo6Qd4Nhz/aNNrZrbFTx2+U63U+jKrfbYJvnGMdf/X+THFGzfneNYiojl89dLMghVcX+jwrJtLtJeLFmo/hZOZttKR61Jgsp7uE/Utn2KwZTk2m+bPwsUbeDaYl88W2rbdJ638yPzTeerqgu0fZZX639Xo9/yNsRbm7nbT+cwW4Z8pbtB8JCH1KVKkSJEiRYoUKVKkSJEixXMazw6pLypb3YHVyYUg1wsi9fhCEXOsIl++DouS87AGsRoTBWyuuFVVvJoW1i40Z/TqsvrccFhy5WKtUWDx0SP1UoNcWKXdzegBcolDOrjNX0L57wLxm4SVxh5XGmm3twwnz09hKQHUk5YyZmYdrH5tjiGG8hB2arfESqaI7ep0FVLRSrMg4qPhV80VueeiN1ED/9k8noD1xRvhWrdgWTh/0a3obSby7G8jJ/2WW/U9HAXkeYB8dT7nKVadH2Gl28zscuoaVGffHa9CIfvIvT87g/3bTPLPsYI+KZq58Gsg7N76BfoCXblhrnZfrN1DP1sEIZ0zWdU2ixcGdxfuHshyWB2ENvcI4iREW7vSZm4fuxXgvf4qKgvZAGZmp1gdv0B7mnw/oLxTr1MRax+YSdo6HtlmIkwKItfIjefOu5VA/dRW4Dlb0rT9yrcg7VUNTYmCiE3d3kRWxXunWDH/Q+4539oLbWfUj9GApaxKX+A9KDN8JwJZFKghGsD3oY6ya1yXl17KzXGFnKj6bib0H4r+HEM8iuJPcr+LzLWdddG0LNzinB1oCdA2x8xsRTtRrpS35NRXLajBjypuitpsiucwuqVlR+uIaUNdji0GwO5j9x5uR+Ed4DuS0zZX+uniAVBoIHZEdU1QqToKuFNrqE78roV3UL6kFRvYVrkMUzn6ze2IaDbeb+lOKAxIjQ4hktnqNkS8bkEzBsirilpt0UfOgDxvT8LkZgfxsR7mZH2g0rO7oc+lNe5qjDpqtSJF/y1CW+xn1ebKrMZ8YH+LPjITKz6P0HfjutmJbVjvCcr0EM9RRNh6qJPbB24CeDhwY4rOE4iGzrs4XuZYJ+durtE7wvwCWjtqe7fivGTpxuuBoOi8DucedYs9M7Me5i7e0k4eLnV5yPa7/+jA1cO5sBvBUNmNIXx2HBiMFH/jvKqHZ/3mC0/8PscDZ5tHVoFaq/L6fKbntKuV3wIN8TmZd3srRzB0u5j/9lp0o7zQmjR86uqUB/HkNNbrwTiM+ZbOSTjf4Lyb8wAdM3ewXc5w3ADovJnZ3X3XbqixpMg5RQtZX5edYeP6RLbJBuy0MFyqmuBdqSKatckUrZDNxKYQTIHlpfssRqFtDg4h/oj3fyciihcz16bYl3pLv2Wo/+4J5rA9sGqlLEuybXgfLL+yPrf5UxfKuynzkR8aqc+y7FtZlv3fWZb9gyzL/ucsy3qffFSKFClSpEiRIkWKFClSpEiR4kcVnwep/y0z+/mqqnZZlv2SmX3LzH5Nd8iy7Ntm9m0zs87Rrc9xqRQpUqRIcaPihqyMp3j+Issc2lgUAenzeh3ch/Y5itgBLCJyVolOyBZMM+rf7PpNzIQo/mbhzp2LC00Pufj+3ECmMj2NR9/xKTM4rzPEPHneiKByp19H2QZgGi0E/aJsD8rE/F1lufVoJUZWw06Qeo/eIV+eVleDwCyjhd4W+267TXYRUeH5eWC5ETUcgz1AxDLKG8b1dp3mOT2jk+wr1FElaCY1iIpLIJ4HytCImVlkxClLjyh6Dwj7sAj3vbl0mNds4u5tCLah6q6MoPuzAHvsfB3qVq3jzMwugLhfSt7+wdAh6/v9JcoWnhuR/QHynu/edrn861uhrlgVRIEVxV6hTKz32xOHtd4ZhLz5vQJ6NThO2YLerozsEzA2lCnBy1Vg+xUnzZ8nG7TxrPY8XLmJWJOBJiyGE4o6UX+mJTedLBx8t5X3nt8RoefxDds1MzO4V+0NA4tjXLh2O/DaCDL4oQsqavVebZvItHe6ERbI1jt5xSyE2O0rbj9LeTZ0nZpfoL3hugN5bwcF8+WBwm8CCk+bO/ZpnmmpTBm8d6yi6lJYFDgn7QoLuia9KKycUeinn1rckPnID/2jvqqqMzOzLMtyM/uKmf12yz7fMbPvmJn133q5yiAus5WXbfI2Bjn85lcBOAY9UQuxpiI1p0QDzKQfL0lRxSetzzoyAAeqB1uZUH1wzv4ZRNoCe9fW+ygTKW7SbjOcY3avE52ydyGCH3hvaOlFGpOZWQ8vjt9bXsrt1N17RhGfcbiunwSg4XtqnbxUu0H8Um+FPuNfRjKwRXyk272arsT9O0vWE56JCJx4BhQ7ShHt2Swp9oMyiudtgQ6FnrWk3JvFtDSzQC3qSyc0+8BR8ZeYBBQyMeFkZTRxnS4nEWZmp6C+bUqK4IV2MUdHRnrgGGUbStkYHNC2aj2GT0+v1gnJGIN8W/vHOca3XSoBB1Qzs1t91zg5kfDUK6Fb+c4dnS0t5txGPnQ8w1kob+8UaSCwoFTfVNLQOp5yxdOINy4GUloz5iLK5NssZslboVr5STTrXoWqUAZ/XU4u+2Gf1Wvuue5P3CRjbyAii3hWddFDVz5M1JDmszxUEaumeJNZTDHM8JxWedNDuR5KLeWEiWIynXMRBL3nyl6AZsiJCmn1ZmYlRKv4GTHt2D+ivyzCHMwqpOns+qD/SR9atQgfpkiRIkWKFClSpPhyxif+qM+y7J6Z/Z3a1ydVVf1Z/KD/r8zsv6mq6sHTKGCKFClSpLh5cVNy2FI8f5FlleV5GSN9WPjddpFbO7x6YcsrtKsOBRcfd7EeRZmF48kG6D5Cvv5BWEQtuVDaYXlwPskbzrDAWrYgV7yMV0nB4qhmoQdHEmjrFJK3iwXd3WEMAMSIH1A13HfVk0X+TXyc1x0RTQGCNj43t0Wzg9u6DwXNe83dL3OYmYvftnDaYb78KG9sq2uxkDmhZcmpiXAWti1zaORQWwXXzwVpJ6OBC+uRpgoWSedA1he9mM1gFhb9edxC0NBQRnfuE+gAbb6377flP+3y26lor64JZBQQMeY+5TV5yptS6wY6BdQ2yHn/TTS4xFdU3Dczu6TG0NSVe3AfC9lvqRUWgAXk2ZeiabOj3lI3fn76/BvOEvKst6+DxQAVebIi1PGFz63vUelm+/FK8zXmgR5f1d4Rs3Zmx1WRezaO5OtTER7/j/SYappY1NZRTQeyRpjLrywKggockKnZpG0zKOtTr0xcE9BfrqDZRPegzirUzeaAwCPaTaEAK84DLbINFPZ1gtDplU99wnBT5iOf+KO+qqr7ZvYL9e+zLNszs//azP6Hqqr+j086T5aZddBIFVXL17SPa4pjsQOuMBBsh/ICb68RcgJCPfjYdSqrQwxg8pLTmsZfQ2l0TkPEZsMmih9oWxjUZcCvOujUCv7ffW4mYZ/uHNdAUbKIPhTTb3Yy4G6AUBZPgModt1DDMHhuBrTGkcnEjp1y/H8zMzt3BQYzyMqXQl1kGSca7GhkEIKAEPVMtmBUVDpw1qiApdj00XLk3v/jLvzxnwjNcTNGp08UswjbujXrjvr3ZoFutbzj7m0gNEvWMzutpQw+tOFgh66TjotL2Md95AaoxRsO9jwYq4ifuw6f4ViE2fxgsX+1lAUHRKU3sdOeAHEeFeGc3TwWDqLVjU4IaE0z/MDV4eJVYRbg+WToSHvn4X5XQKrLQUxZNDPL8Hfd8nCrFi+ko1J4p68MkFq5ReRt26fQDQTcZFJYF6hh3Wgp2C4o8NQ2OJFVU29DjZPxK1Lcdnnr/83MNrj3XcukbtepDbwtSH0G8btIvKmIhXnaxPc26INoqdVZyLUCl9jMzBYvyI8Q7JajLyXt1CywZ56qOM0NGURTpEiRIkWKFM9x3JD5yOextPtPzOXR/+dZlv1qlmV/+UdUphQpUqRIkSJFihQpUqRIkSLFp4jPk1P/18zsr32WY9ps0bZ0+SKA1LZa0gIWESEPyFXzQJ/bnTevy7KEXFk5jug9qGoWUXziIinlzINbHeaW4/tBOP7gd5DXfBcUmaEcDxpLJ2+h6AAZ7UJEYiW7NOz5WDi1hCAyWdPQMQu50jtorhRql0Erj6xZT/x7R5sYVnO0D7cB2RREdo393v/FTuNG+m+DrvUKcqaPBeEfAlUGAsv8ZM1TZp3vIOKxlHx7IvqkJ+2kntYWW8Wo2MoOzIJqEj+fNrEU3ne3xXqkbGEa8Hos02YntLAtvwPNadd8bXn8HPZ+jy+C6EL3u+7vxRsO4e8MA3K9A6uFugirY6F88T5Zzrb3sPZ8ld64OwDKDI0GtSPq1ZD6iAbXjZHu/Bo2C0P3udZKju3QUwWb+65eILUzfLfzVNY8+n+50UR097EZwFJSdCvI0iDDYCttlc+3wnPJus2+rH5PypDIu6TS4h2VvPnBE/Q3x6SkSj31yGBCOfaF/UM7wqcF1Fd2Y1bGUzx/UZl7p9ref/+uccxTNl5V20ePJ2OGNp1t/RDOuT2kOlbLWMs+joe0UIw5LmXXjLVbaHuoXokvEsd80UnpPYBmzMyNIUswq9rmI6207W3cp5YtjKUKYyjnDEpxzmtzss3LgZrd78XCZqQ/5y2WeCyvMh3r12AZN8ICW9JKuEfbQmEsYtv0PUd3X96FmN9BYMSNilhbZ670eVxmBf2i2cB99rpiMQrG1nwJi19hRbKeyOTz6QtvBZYg510U1VsLfb6VkXbF923PloxFL2LYc2Wcir4Rr8s5zPk6CB3ev3AaR7sfOFGl8sccZVXH/c3cnZPMsc0LgZHoxziOwz59Q9JHaqzBjswxupTnqbH38pZ3K5xP0kZYDra7mv2ahp8rKDWfdVM196/r+1A/R98bLyzJT5l3lGv6a7uPJfS61mJJt+pR6BBikiq0x5SgPoU62cfIb5Py6sGaDGG+LzvYje/9vtgFj3EvtOSTth1YwGT+om7V0q+7i/q6H3ncoPnI50HqU6RIkSJFihQpUqRIkSJFihRfYHweS7vPFFUlKz+ycpxjcbNtdbviQhn2J0pt5kWdreQ+Cg9T/J7iDEW8umbWIrCi26jTwHzlljx/RqkIIdkD/Cy4Gh72v3jLnXz4MfKbh2E1lyvUVJxXhXq11XHXEIEd/M36zYC+5mJXU0I0pmxjAXC1Po9Xys2a9RRpAHSuQE1bji9bVzRRT9BKyAdiwXIHf8D6Yv29A7/t/muOUjDASiRX8GitYWbmbxOOCYtesH7hCi7rd7cIr8EWq4abHtXVpT2SlUGRIWxb63NCtAn41FH8XeuKeGz5Y2a2xup+2fKO0GKGqPDl1K2O7/96sMM5+6MuF7+P+opyvZFL30VbWd4TdALPg/ediR4CBZfqueJxcjsR/ub7d1340rUcd5WifLSqjPa/BPLR74pSfCeuQ0XM/S0QMZfvtmRpUANkHtdbVJY+2tyePEMIW9W1BLTsbQg9baI8CyaPkbqooNQsGcsqPPrM/gkYCkNpz3wlOi1t1X/3dJavM3t6JIAUKT4pqjKz9bp9+sN3rgO2ynZP3tkag0tRzawmFMc+Rvtbj75jzM0EKa6zAPwb2DJOtLlx1PVNeD61eKs43+LxwhRY3wZSeB9obH/QuD774hXqLhf9jnIPmjE14S61BqMm0Ab9y1ZceepWfuqW0mD8fQqtD0VaPcKP79rQ6A3RYFxrKEgnLcy20MOZXrhx9uFv3fH7dF50qDmR1o2gqRwviD7OBq7zXYnbzXqFujnFNmHUbcahLGZmm1Wz7a7QbskQUOZinaFQ/96sObbGui9oE2dD7Ou+1+dAhict0k4uRn5b+aH7O3/DOfcMML+K6mhGJyyg6YOmGGRJKzzoz6xaxlPPapB2mNfaFutGmQJl7b0rW9p9fV/dh+1+M3UT/vkwTPwnvXXreczMVqgv1mWdsWMWkHnef/dM5jQT1AGZd5jTzTZhDrgGe5BtU/uKOuuHzFV1hWJ9tbF2eBytMDdA5c+/Fupm8i7mpyOKICpDKZ5r+9820lQ7nacrlHeT5iMJqU+RIkWKFClSpEiRIkWKFCme03hmSH2KFClSpEjh44bksKV4DqPMbDctbDVs4jNEw0anYPMcXt1Q9ehqr4Ys+rzbpuaKR+UFqaSLjEcYiUy1oMpZzfEGO0b75C1aQt62jnoBI8kbhivRji5DDxxiPFOnHebCAykdPQq40OKwzhRo5v1v7gGxJCrexuADUrgT5sPKYnu3bqfJsPLXxWcnQvZiZgO3dSUn37MK5+5alSD1ZMQNYYXWB0J80Q9o6OYhcsinqGPRUho+BHsM7iNr5I9vBKlnbjTdS0q9f7JbaZcGxsNOnt+cVn5oP5GVoLVHHjE9YhRWkX6yIAvYDM5QtuV+i+3eBXLjhcXRecmxGHpkQFJ/ZhGO7z8GUv/jLt++1w/vk2edgIXmEXtlNNaQ5s1MytZpe1/Mtm1IvUfhw34kAmc19uBG2ABkVw7fc9ddTAJSfwmmKPPXtd5Zzw3WYAsLuHMJdqk8984t1057vdh5addStiXaXdZpPnfqA1A7aiPMzHzszj0Yumt11ZHoCnvJjWj0zF52f4/eBuPjdWERD2KkPpuiHvbD88/z6ukj6TdkPvLsftRXme1WoK4uQ2PpzjHwUZxOBkD/F77TTtLTQ/2L2PJEaq2g3F5NTIgobjwVvoro5PzkgC0vh7e5w+icoSdQL1eKj/Xggdp5EjqeFT63pNFIp86XeTsmDU3ui50QhXpwfQqOmImwFwbDSvs21jnOqdTvzNdBcxAOdHCUscXmjMfxOxWl22Vofii/Cpuw8y8hsraUDrJ41w2k66773IKuZXJPPdCOqwwUyiLU85Z0bNC0e49FdAS7kXKZKb3sIh6s192Y0mVmtrwiJUGjLj6osaUf6UoGJFgObjGxOd0L2/yECXZmg/vuXs6+FUSGmKbA666FukfKG+0iM0mBoKcw6ff73w/1dPE1lJdtHs2iXEnbwd+7vvvUNIU6DVD/X9ZsKtUiMa8dx4ErelfwTi1hU6kUOwrW8XpaJrZjf9/aX2Cg6z1xn8WFO37+qlg89mvUNDl+hzSSHawZlXbLTsW/0yq+CSodBSbzPi39pE/iM+ixPYYyrcAOHd535+w/DudmN8xyqyBYvry6r0yRIkWKFClSpEjx5YqE1KdIkSJFimceTzFFLkWKFClSpEiR4lPFTZmPPLsf9bvM8nMIV50IWnSMP65mU5kBOdscyXd1ezxF9+qI9SpGss3MStKe2gCpmoVXKbB2XquxyGaBCCyAsgKo3uq2iHngemtQ1fbeDgW4rBwaXQ7LqNxmZpP33d+XbxEJluvWBNgoWFNOpJwUCsGtKGuBAmisLxU/qQY4N1D46ygwO2PZBPEjk5C0N2E20LqieAQUU4RRKohuUFhsIFS45Ws4N+iBr/yf7nonXwuNqLjEdckmECu9shczKpTRkHtXGrBK5EWnUGOFU22BoqqRzbYuOib/rQvltVWmF1lcyr2AMvnyr7orPfwXgujf8KE71+Vb7v+Lt1w9URBFr7sGM2FzGVgPd3/Tfffw52E7J5Q3IsB8bc5/Wm6GZSdThuwUKffeD9zfF1+nOJKIQhUx4hwxTyh0UzYrqC4GRQZKJc/w1vfd30/A7pipbU6N4qYUtTZ7mlAofIAkMX8N7/ReePp1ERoV6vFCexBlrLTj6cYIvwoSjt+D6M3rFMNBvSm1ku897bK02Kiu+Yvus/8knHvyHiwSb+HZaVu9KaoxP2RkWfYXzewvmNnIzP50VVXTTzgkxXMU2Taz3qOubUdNS8q9D917Mb+HL2rvp1kYf5Vdlo/JlIn31X7Fz0HaxEfBjin7sUVU3iZk6S195Tsy3moUYz2eY1fvkeuH1ndlR1rTYv5RnGLnD8N4w+MP33GfZ1+TfqhWT2Tp9YSpWBSxsFlbv+/FQeciBoaxYLHn9uE4pefr1KwAIzE99MV+HoJ91QaN/fdu4Wj084tArSfdOFj7us9BP/T/JWx3t7mrL2UAFjPsc4o+F2zBUtldHG/3cU/62Nlu8Fn28aykbtkmti3CvX4fCg2iPpQZ6+nnnDPJHJHzES+Kdo5nNAt1VFyijmGbur0jlnScg1AMELT7wbthLrL+iqPoj0cQ9u02UyPItNtNYvtEs9BGthD1yxYiFAhu/prsPTzPfiEsQD8v428KGb9poVdnGJY6f0AbfREj8DTc2wXa6bpHwTkRqiNDdtcuimsmaS+wwlS7xT7a4ACpIQXuTW3rKBq8mLu2ufv/2XuzmNuS8zrs28MZ/+EOfW/f293sbo7iIEqWLUYxIkNQEmeAYRmwY8gJHAcygvDFhhAk8UMcAwECBbAfhCCI/ULEgGEgiV7ihwA2EOQlcgzHiWjLkWSTIkWKTXazpzv+wxn3kIdaq2pV7X3/blJ9/+77s76Xfc7ZU+3aNZ1aq9YSRmU/iZfJ9GiTlq8FRujmC7S7Q50eeTdF20fX07LV4L/bunLXvP1Pwv0ffyoZk6FIdeWw3cvx3pGR+hw5cuTIcfnxEe2zi6L4kpn9cXN/5kfsQnLkyJEjR44cVyY+ouORHzQu7U99uTO79g3MCLUh906AMPZjszKcAeJs5FTGV1xSz9kgRZ4xY8nZOa5/bZeCEh/j/DlmdyfDsZufDZc1rh2m0dJZaTPzYhwNRCwWb2PmrQwzUQ1m85n+7fVw+vG33bbFbN611wLm9s4fxszkNJ6Ndl8w+1xzO1zrzSfvkxlfM7MC+bTEutv1nXDploI8C8zURTN0buvX1nOmVN8FhUVGbDoqWLZ0UxTDdwMisMFa4Ioz8TpDSjshlIuTV7De+VE4hIjCza+78+9/Xt7BEXUc8H0xLHvUSujUVRDv1c+OT7iefKTscrI3WpdNr8WYGWFmVuAxyRqohKVRuwlsu/9FN/NLdN4siJG0TBOuvV+FWeI9sryAvR9Fe8zM3vlZzO4euK2K03gBFSAY3VxnxYmqAJ2g4JO8pt0xD6bwjDxvgphocIaWdjfNPjRTe7JwUhEqKc+PfgzpXyEv6pAXLWbqC3ktDL+mnjP1Usd7zB43tJ1De6FIEXUgRm2TKKzDd7+SmXIP+w0ZHLvreE4gOrSNSREvs5AFEXoxRd3E9+1t0fdYAPU6GcLyu2tPZpM8Q3GrKIqvyvev9H3/lfdx3p82s9tm9r8XRXFiZl/u+/7+U0lhjg8lisZsdr+w6WNBk+DAtXoRSBf6am3fU3u5WtqIYN8ao6GNtE2+/8Ux1UrEqND07u4CRb6grns7VtUpobRMHQtXqb5LC/GppnNtanUi58/jfoyCeYVQf9hnPvoi2iXRYElZVHzqST20JkutxczM9ugPmUeFsK8OvueOO/ss2liOsaYBKVfRO7NYL2VH2zDcg+JeipgSfWxecEJtO2G0ncLCbgtrMD6rjnUoMEa/ZdVbWmM8M3vk9tVAkdd3RGOI4mej4wmKG7lNt8Q7FqTfsykvsNNlehtYEiobguj7FP1BKdm5h5ZThyEax+vVRt7RGz2elb+F/OvIAiEyjvS3nzv3xyznsQjhVMoN7fKol+g1caT8rGDB5scGYhHLOsmjicpPpMxMkrHIVq7ttY52Q4G+9B6G/xQm5Xdz5jJuj7GuMu1Se8rAatW2hSxADubCs/E4IvS1Z6GE81ukbcPzpE1invpyg/8Yq4+HujXHuHDs3TBSJmr0jNTIgjP1u/9qyL8aemEF2ZDL4ZiwacpRa88cw8hIfY4cOXLkuPx4+jPj9/q+/9KTdhZFcdfMfi35+YGZvWVmv9L3/T8uiuI/MLP/3Mz+6tNLZo4cOXLkyJHjQ4uM1OfIkSNHjhzPZvR9/5aZ/Xz6e1EUf9nMfsLM/rGZPTKzIVSa45mOvnIsGLrJmAlSStbeyFp2onEe+btAC4hoXrsTWhDRpgnZAIJ0fgMuIS+6+5IFUFcjbCYwpfbCIrQzoIhgwJWelSRrc4mY0X5O1tbS7o7oK8D8yD7LO3wg/aUyFpP12nU9rDa0Bms8qy/cv93TmQcHLcXF42bMciO6qej8DJ+J4rZlyBuyvnawZpsSFRbtGV7rYOHWdE9lHxFanm9wM5m9I4gjkrI/Bop/MFJ+gHTXZ2BHfl/1pZDuxRBpJkLv0f+L5F98GRUWBpl1GyDFj9z2+jdD+Tt71W23t7v4XpoWHk7btMNw/n1qXnmgXmzP4GI0Q74T6a1GWAlet0B+I+rMfbSGM0HTPTMGjAl1c7n9Vff5nZ+nFeAQ9U0ZDupOxLX0e2gC9I8dC0HzaNBuyHp9z2IlM0LeXwkmTsrMUaS+8q5KYC8qQ4Tr/ZEnzCtdU8/88jaRKukzcj8zs3bE9q4YeTc8itoA/j2osxDrNN+3MExIaCBz1bO2pW3bl/VAqyTHeFzqn3rScpQGT8EPXzKUFkJGr6enhF1c6dhTjErP86XEbTyNaB2O2d3ENdHxVUq1ZdpQqChuZWZmFN1jgzVCw2fHdwYvRjbgZmbTR6Df8jQpqBSs6nG7t35GGqxFLOwXFXBPzYrt45Su4q2/mrhzjNLCWwj1m9nKDlo7uippYLfo8JpNENjgwIYiNNpw1BA9ae7i9kIFK+B12pBtJFSm6an7fPf/cee/+5NoRJ4LmeK1TrCU4fZvhXQ/gHAb6ZaddJ6k7bOwacfqP5PmdgHt3pdLHTTBv3b5ptsefTcMSM7v0v7NfW8X4ZL7w7hD3R+FvKjgXHf0Hffb0Rvu+/0vBOrb5nnQwQ9dHmw/L5SzmoKZPgdBAAAgAElEQVSELDtD/9Fy2P95auOWhZXUQxnHsVwViceuu088KNN7kOrWoAPr5N3bGTyEWf/HBt6kv9H3VKjuHQfYfJfyfrmkhsJSZSFtApdj1HwWniTnJx62mjLfdvXDvPDliRRFGQztsTyH7RTf0+iyhRFhQd9O8LYy0Ghgr9lB2EYFI31Zf1odaf+RVpv9H83sfymK4s+Z2amZ/cUPOT05cuTIkSNHjqcRH+3xyA8UGanPkSNHjhw5EH3fb8ytq89xhaPoCutUSwefi2mMSvXiYtHRIYa4QTSp57bUF2nOMbmtCutLh1RyvWmzCBOOJ59ywh3FKSad58OJcJ8O6tgImFGfU6E7Pkb1guiCU06GaGwL2kGP7QKTzxtBvNt5gtCPAC2cyN+PTHrz8B10UjaiEM414Ysjh5TrGv0tNH3mX3cz8Ws4m8wmYd1vlYzKW1V2p/r9A3fe9gATxriXmdls5o4niqzr9ecEIOaYcIYKf3dXJkIxUVtz/fo+vNsGCHl/hjyGqAtRffzo0siJcUGxOpYB5kmdfJfzu0RF3UyU7DnffeRu8vCn5SBqGSRuSGYyycu6QeRYyg/LKZFfKtWbBWX2OfK2HtGd2UL3gFuNmqgzzqMWA9fRmwW3ggoT4NO7Yb3+wz8B1fnXXfk5q9y2uiHPPwtq/WZBMd4sMDU6vEev9K+6AygT/YF7xkIm5wsABGxL1K2nTybjPeAxqjdE1wJBsaGJtaF7AlkBcswKLgUEKGc3137fcr5DGvvo/lsB5zzTg3ohgsKQEUD1fp9XD8U1g3WToILWVa+BwO+8sJT/bRU7nOV4Ylzan/q+MtsfoyJP9YViQ1E67SQqVBxA7ZH9CRupDRsgsZZAZWpQprra7bvz/4bzN3fiAhJRbxJBBgrJmZkdfxMWUy+hIB9LrWbDx/YTNLh9LZ3i2n2eQjDl+Luh4q7uoBOFkFsrAm4eYePhKt5HZBEVjfkU2ZUQSaXNhzwiLVTOIZRz9E0RrwHtzYtghNMGwh6eGXASihXFyrZ3YLUmtnVkR0xhydFJJ+Cpi3hOn34z2x647Wt/mvmDxnjEpo9JevBZscfhpdgvyvvlu2tTBslI+PLYjTTQI5ZFREI3ECtb31FaJvKSr1lonb6+4D1HopK8BPY9/hkgutMwWJmDJZHa8pgFWpm3uBkRIxmjc/EKXsQOCLpS3vYox4ewtjv9nAjeTeLO3aQDY0fvB65S1mnJdvQd9/3040jHCPun5yBdBfrYmXpLKOk4yYwj40Ut+Pw1MBjcx/ZLZsHOsK/i9JsFSmCJQR1tK82CYCTv24iwpifhJAPWsWLpaZcqzkgrIv8vRE4geo/bdWMXfZriNFdkZjxHjhw5cuTI8QzHFRmPXLAyJ0eOHDly5MiRI0eOHDly5MjxUY7Lo98XZh3YHLpOmSga0XBdO02gyyNICvADcaYlTHNDrLiWtH8g4u2OefuPBqrX0bfd+SefxbpwWcPsESyirYKannyG3mM4VNfyE/3ziP1wjSzFJ7ZA7x9Nw7zKq3//1MzMvvsnjtyxS31gbJgpgi4TTGMOcK23otsURukhelMdB6oRhTmI9J3MQz597m86e5ev/+WlpcF19qTmEM3sDwJ7oaHYDSlpkiYispMR6x6u3X8/NhZEmfe7UJwpSNKCntVu5fg5EW/3vRR3DuYv0cteWSVkS9SkZ1r0bO6hYkS0X4Rn2jMLPcwt1ElYCy3fcL+tXhDkeR4jzypAQxolKW/Mt7mwHrwoDcVtJL2kmFHURIWXUgaGIvWrlaPB9LAh7GGVNLm1G5x/dgeiQt+Z+31bosrXIO4i2hQsh3tQ3YqNMEegL/Dgi+47rf/UWoftDN9XL2vjuXi/SN6Tprfw9ouRcIW7NhkNLCeimcAn9+2O5iVon2wbaql/FA8as4LhUaldpDKL/PvBO9Q0Te+5z7RSWt+RcjWJp6Yj/YhLmO69KmvYcjx7UXTOZlf7by8/wYLJNlzL6Y4U9yfrV3QJa2lyK1BdKcJG1lQj1P5z/vZ911HsQV9tj4XtlejlVGIpV7zi2pGa1nqgw7bSHvT4jZR81YUpwKKjpegaw8Ojb4f7P4awXw+rTKVf954pxLypo3wxk7b9BDRKycbDG2dmZnY8Rx4Je2uLZQqPfgJMtG8cuvR8PJy/W4K2z+eXd8Q2tv6EDAQspihzHLFDurUPpfbLbMTKKw2Wja3Qt88r97y7PfpL5JHXf5EoUcYiRh76/HJODSjaFg7v3/kyJQw1ChvO4veu74ZChV0/QTq0c8SGbD9vnyz6PJ527/L6QJYvLGra1WFsjtq2E0oixxcr9nWtaCx5KzYwZbeuPz1968gfQ0r5c8eOdj8VEUVe+xRl5NGbzm/3kZy/vuEEiriMYB8tn4iX0uzvomcWEczyHP0vmXJKv/c6TGArC32dGj5VFdPuR0UEE8E6szCmZpuwY/o3wph91+XX5GNuPH98sPH75kmZHruvF5psWKeHy07YlvklQfr3pWGZppig3pDj6vh/U6Sh1ps9bXvdqzIeyUh9jhw5cuTIkSNHjhw5cuTI8YxGFsrLkSNHjhyXH1dkZjzHsxd95SzH1OmlA6OvH0Gxw4kxLa4tBBcBanf8dTesOvtphxwSnTczO4QYF51FlP1EhOzkRVzuPphN7wbBqQYsuOoQwmPzgIaSkUUUj2JimzIw7/anYAzRCmwmSD/RRDx/h3utRAxuAkbZniiksqCYN0DqqDuy70TPBujh8jtg0P3Uqd9HhP545lBEReqJqE/w2/3PAY1869AfcwabObIQl8uQ70e4NlHJMskjM7NToL+rjcvvtaCRC2RhifOJAmsaiT43oDmpDgrvs6uR/2RJTUfyjyBq0CmzCuzTxSIuP4rYepvDdmh75q8DFHdUfJF2h7Cf65+T954cS4Rf0dQyQZirESeduqDbDdgUyiZImIHKoiDrgb+d3nfCSsUyoMy3gNDfXDg0eioUTLI2yBgoX3Jpe3AvIPXdt1xZavBuKmkb+ueQbtQ7tg1q2lhAL8drcAn711+pIMNBGDLetWqIwv8g0aHeNVswI78X6v32ZVdujlEnDqbCFKxiVmyZamRZeN9j2ktBWwvXQ/lppyF3uuS8flj8QpAVogTYtnjqSP1VGY9c3p/6PrT/Y3nHfaUqbnqlRxwjdNbFW6DqvAzBrUNRKkXDx8LJjnMjFenMXMN9+HsuC1YviggYRdJICzkQaj8p0GyUpOHssSTA04UpnKUKu7TGglCWPK597992Dcz8Hfd9Lx62XqWWDBU5sQPhwq9SIJvlUXi9pHKR9nso9BuqlLLhW4tt3e/+p65lOvot10CcfVLoxsgXKuHSZ3N+IzQYbNi9pJ1Q5EmXp0qs2qlNvb0YqPnSCaWNHlU316V2cBhYTKHEGdo3bxvnWZY6sEOD3h4g3dJpVKkqMn6P1EsT/7eI3khWEhVold6FfadQ132/VnrsnEl948BOaYKzZCCjneW+jalbzX7YJLS4x24buvbiu65ctM+7enf9OUedXIqCLHNiu3TXfDyTvHzDUUz7E7fdqOAkGVqgs3Xiadodxt7HPZaxzB7IUpM93iHHwmp75y0h8VukDB3T7sco7v437lLBSpY5vq7HQn9DsrvnXaeqA05VCTaLB4p9smyFlNq9DcN3tPK8OwxG9qTwFsO88DRj/RPDlzf2x+YDiqtCd8uRI0eOHDlyPLtxVcYjGanPkSNHjhw5cvzIRF84bRVdN0yErffWblwkLyeW8QRrFEDK1neBxvmJ1jAROfP6JtBCEaS7m0AbY4F03HS/N1tdW+y26SSu3sdrc1CTSCZTOTlY3Hez3J1aa81juzI+Y3MQnvXa77qZwMeHyCMFg4skbzj5rZPeuN/qFZem4+lw8nmKGdBpJekGI8LnEQCP4oVw6Q3WPXOieyb5ToTeI7VI26QUNNGvhXfXWa+E4YAJeNp/0f5M0fjS5zsmhUPSwoQrnr8/hAaNuAERae9WSfkzsxkcgg5wXzIF9P6crN9h4ndbCkMimZQeW7ddFPHkv05qB9uymA2gDi+p7ZmiuUxbzfeIS++EKaGsCbOA7ms698l67aPjoFdxCMefZY08ipD6mLXQgJXT3RRNC2pKoL6pJo7VMbTsy7SAetMHAA+fJ3o5otdhT46UodAqiQNbbxcn164mCdhEK0vVbJrFbdFUyn1qnUf2hLYt6XvXSMtUUQ+RfupMULtJWSQsN6nTjqL5fVNeGST9acel/al3wjTsNEeKdp9szcQDEtSrE0WucQyE2GbzoadoasWljdTqltueT1zDXZ+KYArLGETOark2O1N2rq0I3ey8QI3bWYOO0wZ9sCC8xmOFfrU/cudd/z0I1Yjl2b5OhL0iEQruw3Min5/7/8JBb/8bLk+OSL8RRDUVf9HG1Iud/RQa+gcCecNPt78OERQMHvTa7Hx8hykd7RmSvV25TnTbh2v36MTm0yEmWSWdp/9drMCKuO33AmtmQZyGzI/pw1Cu9mTzgYUwXYy9+7jR0jLQUixxpMyFQQ820lH086RBi74AAW6H9Sa1f/thw9sgyo098gzBmuY0IPUl2CyHNxzV7drCMT+Wk9jr1cxsP8FAUvLi8cfcdvfIwenVaXh39IClrWAr784SxgqjXoXPzeKCvOAgxlcZGdRgG/JCByzMZzYOPEkSwkuThvutsOvhH3HliYNCRedV0CeNIBiJdPjBlIjw8dHYqc6FYTCLy04/Iuw5alv3tKete8uddI4cOXLkyJHjw40rNB7JQnk5cuTIkSNHjhw5cuTIkSPHMxqXR7/vzOp1jCibhXWctJgSTZWwlpiAkiD8pIR5iw2hkBChrxPhiYmgmVOgyjvnbGH7mdBKcFgJoYdKaFCkdo1hgURePfoOOsHsnlCMruGY2XBaiHSrs5fATAgaMtYCyeWab2UT8bze06bcsQ9+XKiFoOhUCVXGLKYAmsXIIVkP7YFD+LdKQyIjYRqLxtQj74I5oE89AYK7q0B3OglI8Brvoz0gaiv2KNPYAoxr6tUeqN3FSHl3PTxTSQs/UBGbg3BflrkKzzST+87qcaR+18jaeOhAtO2QguRpkSOWaalOQERdA1Wphbdiq9QlfG6KOC9H7VAoDjQiQEMkuhZbwdSycC8WaP1NhzizfFBsRWldZVKulpOQl/s58uw6nnEZ8nBzE5/JQNFH4W+eDQNU/PfDfde3EzQ9QqJjpL8XNRaPZtuQYsZ87vfxPGghllKpBdb2hlwnWa+vIkIp/U3tsrivYR3vYj0HMxGqGbm2R/hZLktpewta0PAhVZlmJO8/6LgiM+M5ns3oi7gfpT0uq4Nn1WlbSmsw9oNaZVBn2hlsOsmiUsYPrehGBhBsn2l3N0UfVI605WNCZ/65LrCBpRUZxx83fiu0USefwfMfUOBo+PwNmGzVOfod1QtCfpVeD2eY7obt5ftglmm+lcm4hYJ5quEySRhPVTnMoy7Jm/S7XkdcUm1/z2nIPMZYYX9MFmbQRklZiaudjGfOHQuxgD7M8tgx25TiTGrzGfVP1uHd8H3zHlxGEFHkRwT6/LUb2tUlmj9yLJ+7Gjk/FU9r2A9JBfJ2hWBMrvbh+XnffRf3rZsmDPhprzvBuEOt1nh/vlPmf121g2PeT/DYSM8GlsN7/DdQijhp4xwz9luM0R+KbhVtkGfD/wi9H1vgezQuJJsOejm74d+yLumPaxGhI5uP73Jbooxek3HACMvzSUHBRz3DswAT+2qNwr8jtDER7ZNj2JH/PVyu4dmEyHfRDStXVWAWPq24IuORjNTnyJEjR44cOXLkyJEjR44cz2hcHlJfmNVn+KwCClCo7pESrnc2s2D7QURW1OAnWJBNBC1a15ysZ/Y2CmM2DETQZkPEjTPkOuGk9zGL17b6WVD81ELhfiLrhW/+tjvm8ac5qx+uRZCTM36Tk3Dj3Q3sYz5Nw76ezAAq6/sZ8nBfzoJRhGMfWenEM7xjs3B+pliEbbwFRjIjrurqaYwJbfDancz6l1Du30M0prkubAegvDyPs6hcm29mVpy78wso8c9lbTzf634KdPu5kN76cbz+W2f/vWUQvrcj+cSc7/yMpuzzxw+nBC9C6tNrj/1I9H67jZF3M7Ntguooo4ECQDXQFdUwIGIUhG/kGn7m332nuEojM/elxUhVN1L/yAZQNKoFW6DlPTbh3RdAL6YP3X2e/6fu2Hd+Wsr6JGb/mIhhDbQ7FGlL19tHyDW2aJ9oMVQnyvVmZnuWr2vSvII50o2ICI2hRe8ZoyI8P9hUsxf7Afug0JlwMiL+gFoNT4rCro7abI5nM8omLtvVjlv0kcfoTw+U5YX671lb4Xy2BD0YaBS424qjiEdzR6B69slEVdneVpHzC7cYE0lfS3Za2gdF1masdNCMefiHQrs5ewcsrxXa8iPfuId7QPaGrMvmWNp0MoXohlM/2aKrgbXdVlBJIrtkDk6q4dhqC32X/QhiSIR3TOhtC0S4TcYmmn9NMm5cikNQA8bedu3SeP7YCSXtdiH/yKxgG785k8Ed4toNZ7tGiz1lE1A0jmPMzfmB35fajQUxRBkH9sPfGGkfPKb5U1LEbmQcuEeadshH9v96Psspz9NynzIFOAbR8fMhrB+PZm5LNoI+06SajKbHzGzduH1kC2od47vdtNBvaoaCcxzHzryI4FCjaYu+soQzT7UO52/voJ1AuVeByB55Qb0ddVzyTlbJmETH+N01V1/nRxADFIbI/AnuOY/vhPR3W4x1KVQ3FU2eLi4vHMPp+NaLOI6MX/iHRyQnB8cEm0WUcXF+os0lkXlqXWne1ptCNNY++LhK45GM1OfIkSNHjhw5cuTIkSNHjhzPaGRLuxw5cuTIcflxRWbGc3w4URTFnzezv9H3/ceKovjPzOzPYtdf6vv+Ny88tzMrd4H5ZhZcZOb33HfvmCIsIq+JUQ3RYCLre6yprd9xsPZqOlz3S1RZ0awtUCxas5GNMxF2HJFdXkfRtB3QwB3ZWkDnClnb7nWCiCqLRs4Wx1WPY8S+F3Id86sEqyFiM5FF4PNoiNT3ZGEB4d6eBDT7JEF6VduHiOp6T/bDJMoPs6C1M+Ymwnw63bp3ssF6970ghmSrLbBOX118DMnc4bfVxv2wOQ3pb990aZvB2sw+HZD+60Do6RKTWuuZmU2BDO8XQFVvBOYh0fsmYSgoB49sObIYFCnfJuu0+ayK8Xo0luvfRStoA3u/HqyP2aFDiudSNlOmxF4YgXxfK+TX5HVsP3/ijzkEQn9t6mzqLnKFWUzc9c5WwVrq/rlbFE82hro6Md/Od6iTKAdaNsnE5JrwshiWPzr5tEuXf1vRxvKMWVYJWRNegG1YbcnQFZ0KOHiRaev1r6TdWC5cuWMZV32iVEvCM0kPQ/lb15PoGGWspMwOouqqFcWy1LC+RAyNmNE8xsLgeQ3bpFUoj+U2bmd6PH8jRJem7ANz+2nFFRmPXOqf+skZKovQ3rbwYt0vUDD0xflKMkILh11ccYZGfiZ2W6iUdRs3UhHtGI0caemi3Rfo5N6iTihupBEl4g7uM46jTh46982dcO1m6Y45eB2NxFHY1+ERYBdqfS2NAoXXqAGm+US6MTtob78l+QXa8mYGCz/pDLuE2qUUeYqX7EkfkspcJ42473hFICYVBtHlC0xfSV/Z40ApakFvbtYooo+C3Z1voEhFQ4OpumzF87DuA4VuIbRyLyhSg5J3LNTt83HPTDOxDmN55HOoHggFQZphwxbKMa4TCeXF9KZWGtSO4myk3NXhvLKKaaC89m4b3sEGZbRjXmoVu+7yidS3g2kYyLCMsDxo/Ts9c8JBa3SOp1wKMRmSf3i+CgexkxhbwlEUcd73k2E5JlX87S9R7FA6Vw4u0VlUQnWbPnafl2+6449eD8979qJ7lvOXQJ+8FdLUXoev8AHsG2FzmXaoZmYbvNf1baHvrWL6mQ54UkGnRuqf96zlO/SWidI2sDME8aqXAukHfzxf6KKsNyVobqUOQtAGPU3KW44cP2wURfEfmpPZfKsoihtm9ifN7GfN7GUz+1tm9gsfYvJy5MiRI0eOS4+M1OfIkSNHjkuPor8iU+M5LjWA0B/3ff83i6L4JTP7lJn9Tu8WFX+3KIpbTzjvy2b2ZTOz+tqNy0pujhw5cuT4iMdVGY9c6p/6EmBp2YqACZB62rKZUMWKxFKlFyE1It7H33Ro0+OJILm0jfEUN5wjFKSe9A9SzpZin+FpY+57p0IxFLw6h6jLY0FUp4mwDu3nBM3b07aududNTodiXKl4YBQeLpZ8oq0faTA+v0Ro4oFLb2NAVuWSOy96gjQKJW1PEQvsmy+HSC4F1QgQRkj/2t1vf4L3I8yG6porEHNQixT17EDr2mOrTIwe1ndT2InQuqO4HZD+IyD0pNApFStlJuwW4ZnOYUPGJ1CknRQ+5jyfM3peUCdbouLynqppjMgqk8Ij/CiX07flecFiMTzfVGz2yJbglfhsOynrDd7B5D6YCR8LtKyDBKEfE6epQIHYi7jKqnbXXD9y9DeKMc3n4XwGWR4UGdKYwD5mIlZ63hoF5bmVNoGWjvujxK5ICRF0ZKLwihy6venOX73ofnz3jwq3tEQZAROiFPrbDOmcoTzSCmfMNonRHgozaBIzXZT10HYXMIo8bQ3MBtDXIputPq73miLPJKJAj4gOUmyU+aSUwJbMqTztm+OjF/+umb1cFMUvmtlnzeyvm9lvv9dJfd9/xcy+YmY2f+nlvugs4h+znZisfrjBnRexm1AgF8y1kzA2OadA6CQWVTMz26F9LO6D6nzLtcm03zULFl6eIjzSh7DOL78FqvHL8pBIW+Hty4RpCLs5CqOaZ62F01uwnUmZNRUbfEK2RWJstMYCq7B+M9CnV2TzXYNdmPQJZPitSXdHe3Zwe+WPYVvMcYTSij3jCdszjHmqrx36Y/afddc6mGM8Im07r5WKCev78wKpEEy7JkJ7x/NY/G1eDftJBq3cFsswnvEMPvbvsIbTZ+Q4hEzJ8/OQtxy3zg9RpnCPWkQYU4veyFrt1F2zvIZxAsYgkaVg0hdWap/Kd4txe/FZd9615dofczBB2vD+UqtlM7Mp+miO55TtePY950+9u4MxlCwNIEOO4xXDeGVxK5Qf/hsaW9qSChO2FMOLvKWxZZnQqgFhyvYGyr2Ubf7fqLw9N9oIyU+ON1g2dKxcJfnEvGlnMtb24n8xq9ZsuKSDgo1bsSTk8gs+Wz3ThRtxnWBdjcTL+T9iQxXxcHa3ZMMbtw2FjnEKi8c8OZ4YeciWI0eOHDkuN3q7MmvYclxu9H3/F/i5KIqvmltL/7/i+ytmdu9DSlqOHDly5HjW4gqNRz6UP/XVVr5wxohbmXQiwu4nI3XmC6j4DmvS60eyDpWzaUQWMXNdnobHPXgTM7afhE3ZiDUHZ8x0NpZrWSkwUwqqTa2A3YLHD9kHRAFbWvepYAVmr7iOtY+suJJF0yMFcMAekUlEIpy3fsOl9/5PBxWK1UGM1Per8EyHv+/y7Awzq7aUR6mI1McLb0tJdoMZSTIUKrH3693EarAX1PX6mFn0k59TmRHHO98vY9EfndmmNdvYrH2qHaCznvUitgfR2VqudWY696mwkZl1D1y+lnx3wh6g4BHRdQ0ish3K7O6mHAMEhWjxRM6fJtfyIiXye4vzm5dcni4Pwuy6FxdC4dPZ4RK536FgVJGegjtuB+S4v+fsd05vCQKBLChPXBk6fD0UyNPPuzT0AcQaxA/LhuLkOcVsmhGdjnJCKz1JLsshZ7UrfV7kj0fKcIyKQPFYakTMhjaKRKpUqGZPvYwEKTETtARICbUE+qW89xTRUC0NIBK0iSnl9XS4dAPrzV5tMqnbkGfHc3zEo+/7R0VR/IOiKP6RuVbnl9/fiYlNEoo66wUZLJ2wy/i5hQaKokldYndLTY5C+nEy3zyqruMdsLS8pE8VtxlmAWkLgnmK1LuHmcxdP7H6uKvsrPtmZh2R9SJOq9vJAQA2PETJhESqq6FeCdlafaLpo2hml1rKHciznUCgC6zLRphSnnEETRVbsP0WLRZsifBWI30ZdYrIUDv57FAwrE1QcbOAbLYJ4h8JrYHFSIRY7WEHuimqPpjcI9i3CcPTYvGyMds62rudr90YpP69hd/Xf9Ih4hQBXE6HmjBeoLCOLY7NzLbJ2IXI8SQqm2RsgiEnaWO5nUxipDlF9/X8Tq7gLXO72BpPx1JbvEqKLzZLGWsm6Hl5CKHCkf4tvGNh0xF9Zn/KcqiEOY4XiDTr+AHjDb+VdFfJ+DewAsK1+duYPXAZ5XQIHZtwnOgF/0YYqHxuMj3IsjUzs8cY4x6BISEMj1QQM7ARw+kUyORZmuueaVyP54M/bvwxcySRkfocOXLkyHHpcVV8YXN8eNH3/Zew/VUz+9UPOTk5cuTIkeMZjKsyHsl/6nPkyJEjR44cPzJRdGb1KujXmAX9iN0xUEAs920XgjQX0LYgiqzoERHufYziqu0bNTEUBQyJwv2uD1HQ9/VMRPiIPhLpF92etoKuSkuLHrkA1l2rTpBZ0Ndw13Qb6gdNTgSpP4Lt2iRBoZXNlKz772vdh9+oWyTnkRFRHAIxnsRaMhpEdYsRBxt/vWSNtFmw3aLdXT9yPpHyLdxl1IWEjiiVR/xDudkARR9D+BncxzXNej7XhBMxVh2f9Jg9tBn6FwJTYAkWARF2rrseW7fOvwXKCExZBP6ekkbPZvCMs/D3YpO43fDdKmK8biZPvFdAmPGOmvh6ZmaGdetet0n2UV+L5WbMbrFJ8lQt/bZgY/YPHXo9u490vBCYncUM7BFq8iiLoY7XzSuKnpYFby0ov3n2CM5XFkmVlGXmlV411evRZ0tZKHzW9nFgoLINKyfxc5gNbTa7EUjd65N5+zulIaBu+2NTinZG6X+QuNw/9ai/84ehsTgFvRAJA0UAACAASURBVJR05a4WcQ3WTXZS2hHip/0xO86wi2JQ3q4O51WbcP72ekKVGSlAoZMM12blbFGB9zfE5/SUVFdUqnChcAGmiduwJ7RBI7Q30mbppat5Qe/QuBmIv7LzPP0E8uJc6DccqJAivBNBtBcoXjFOiTGLGyj3gwiMoRPZ06JOrbiQB00T09o12Iml1Eaz0MCMdfBsNMbs2NLOR6lMpF5z8NE0w86TQQG4vQjAzd9BY/8yBHHmodH3SwJGPIpJe/diheIfzMaSlPcxcTaKFHp6VjfMr3oypCwyGlAki5HBQot97cggh+JKxrIvQmwscx3o3aefFXGYWWzFp6IqpG15+8htuCbL7eQMndNhF90r+sy6LQKbLDPMgzH6HSP2oI7zteESmZG85LGaW7xfn3SgZlIekQcqctidubLFcrW93T7xmfyiHy3r/A3bthq2ob690bwgdfBpdqZXZGY8R44cOXLkyPEMxxUZj2SkPkeOHDly5MjxIxed6khw7hAzjTWEsbtKEFNMRHdUlh5Zml4kE/elrDsvCThMqH0iJ9Zc9437JpN9Zmb7AohtyfXq4dpERqnPUpy77eLtcP75q7jHCDhQnbnjZ4/cb5vbXZQudz+3pbL2J/+nd/y+b/wnzkmwreDYwWtHTh3YEIgYmTQsoemjWgZ0PuJkZj8yIU+E27u2yIQrjyfCSzR+/1ioGjivmRJNF50mTDDvsF579n2c/6mg3p5OEG/34eWutg7hpc5AWDcstyfCj/fdiF5Ts0O54aQ5n1uBkD7O7/owIPVcU52iuhph3TonrqXc0S2AOkojoIFHehM2g1kAZTxogl1tL9pOhcujJ62pNpNJdWzVqcnnBcpWqwADblMlgIrWrcb/hnzYhvdXPHBpmz/AunOANqW4Znn0euTdhvTj2iMNR+e1KKgeP7xA6bUJAkAySRwxfDlSZ4Y21n/SZ/N1kcc3cftlFtT7ywR8MhNnCO67gCHTEs1vh6AG37YHRfQ6PyBr6Uc5Lu1PfdGbgTlj9UoK5DmEY1DptLDTkq0fQdM8Yk1ASd55vUbl2KU0sPCxncfXjNAt3/AOO86LxLvqM3aUqJQUzNOyCUYCj1Whng6WUr69Fs02DjBaaJ90gqZ7RkPaCIwwGzzdUJ6j4KADpaEXgY8e+UT6W2zFFXcCoTF5coVV0R5S13a4dtsMz+M77LfSCGKQUc1jW6AxSpG3RxuhcnlKl3QMHh1GOltJb1nHL5/HePEeC3Ss6gCo/CS8RCL0VYLamoW89A2jDRHzLslvdx63cSe310ab5QK6J8o+4GCDjf4YC8B31jJI8XlGpJ2CR1oELxCOoU5T55kYw+fs0ClXj8J9b/622/fwCygz3g5F3g07tyrepskzG6/bZGmohpYXRyxdmih0ozS09Npd1KbEQjvKpPD3pdCU2s49oIAi6h+F/pTJkXS0URvlKXE4X/6gpMSe6AEuge52Vdaw5ciRI0eOHDme3bgq45GReeYcOXLkyJEjR44cOXLkyJEjx7MQl4bU94VZcwCU7TPBKmH+gFA7kMrgtmUdkfqL1ndyl6DU9bnblrE7mTXB4cNbvHGNu6LEpF0FSxZBVInkriEm8jicN3vgtrRc8+kVRKyEw9kcTrq7a/Io6Vp6ed4b33TI770FxEQEyO1w4oDRoGvF/RpgpCNiAZARAYQ0sKasAwWCKOJe1vuWCXpPNFORZFKwWlhyHf5+SPjZpxP7OKXkAK0kza0Td4398xQYwP3xnrZ7oXuRpQF9g8hWsErySRkOYEBUq3jttllgThA1bZGmVmx5aPlBJHe0yI6sqyZSvtuSHiXryIHOdh0s2pSRQPQeKHp7Tp8yuTPPx3PuhBbH9dvvB5iN2CxejAYbijIJg4SFjbZNvaDpXRe/g37kHUxgU3n8e2HXgy+6bXuEAj2NKW9xevFBLan8hxFLGpQ/T03VNPHZgZDvp7Geg1mweQk6AdJu0LIQtlXVSahHFcvVSGtMKm5DC8y07EqMUTp9JlDfQBqjnnO6Yz4z/chvH3RckZnxHM9edJXZ9mYfaXEwfD+MOn/87bDv/EX0gxDTi+n7+MxqNUO7Ox/e349XlC3DS5GpxD63FBoxRcTIblOKNNryDmJe87fdeWefFmvNBWm0uJX0Ey2ueX6QLC3QcQXTBlbha//e837X7L7bbrh8oIvbTPfgyXYW9nVsy7uRvCGLiWnFIao/4p+DGkqSblLJSbtf33PevNQ/MjOb3qHtG6wAR3SWGmjk7F51iZvPQ95OEmtfZQ6uH7lCcP2fuXfz6Kdwj7lS1DAOIytRqfk4rjoST1KL+02Og8go1L7J24zhe3MBfX6FPKI1ngY1klKLNbNAu1+du2dthcFYzmkJi/uPUfTJyuQYQvtfsleZDxCqrETMb7Z0edPC+rcVBiZZlRzHttWQWeiFGjH2rIUhyPHz+hWIIYJ2X43YE/M6sSWe25YjVpKeOcoyzueXsRSp6D2sHLtFKAf9jOU9toFuLhD6q0VTa38T75Q6R/MhKzddrqFswG6MLp+cE+zBbRA+31OmsXyt6otZ0h9IXJHxSF5TnyNHjhw5Ljf6q0N3y5EjR44cOXI8o3GFxiP5T32OHDly5MiR40cnSoc2R+y2hHFG/ZnNc4JYgVVDDR/V8qHQnkf/aXGlThVlingN2U/eAo+InyKOCcLaCcPQTmI23OnnHJpXHwRUj+itF7wTMTi6m5CxNxpkZuE5GrG7+9j/6WiWr//r0GkpYnTdzDzTiIJ35VSYThc4knjtlS5mf7WCRpLk2Y445VB0jsJ4BdDw2Yvn/pij5cbMzKZA3MfG+DvY9ZGVEWmqJExFZcTxXZ7/3Jm7FxB+ff/rtcu3xb9waVz9ZBDhOz52n+mgU47oF9Fub8zujuFt85gsRdrB9iNCr2Jmhwcubw5m7ky69aglHW3rvECdFKPUSo7voxPNIqLv0yN3L2Wc7YDiN2QW4v5kVZgFzSLmzV7ST4aGZ45uRhiNDfWuILgorOHdLVwbTI2yonuPsg9RX1lWhW3pNa2K+Lu7rzu+3LgtNcGufSMc8vALOB8MgWKkjrTesQnvWFyZejCLi2soP3dCvh0kDmCe/Sl1q03qn+5LBQHHRBjTiLSMEi0h7x4mzM523kbM4xxPjsuj35dmjWM8eVo99piZ2Y2vu0J28nER4zoELaUmDT+c1YL+RVp2twyN6/44urR0wMNCQeG2XvqBhueV7ECkAKLgTR64dC7eCftOfgx0uyW5NrEap5nZHkJVZ0In99cm64oNgIj5Pfq0q6CLt/HcYk3VkN5csVO2+P4WqL0U2uqGryDY7SlbrokpYY0MAjzNp4470agxOHEPevcfumPe+jkRjrvm1iKwwe9UrRMX3z2HTlQofBUHS4n9XCcCY9M3QdunAOOx0twwsEAjSrswM7PtTVgWwiu4e37EsqyNB12azxVVemN2uktDMtjQzneDDr2BhVkxDfetQXmb+AGZvHt0ju2Ze8GkjDXXxT91kjTaKlZIiteI4ql/9zikF6qgp8Fh2+Od9FLWWWYK/ibMQQ4KSdmigKSZ2fSRO3564r4/+kLIi/YQnSlpm6wsUScR0+e1Lxj0C/q8FLFcc+mFDLjpYX0Tz0n6qopKJqKQkVAn3g+fTev2/gZVpke4ad1IQbKkTeJAtxjacwYlXgpe6jVwHAdm2iiMUfI/6LgiM+M5cuTIkSNHjmc4rsh4JCP1OXLkyJEjR44fneixTjaa8XObIplbUz0XPzk+grgRNODkGhH6yTRMsNZPQMXMxMqMuj3NCKjAe/A3QQNnsNs6/VTiwCL3D2tbgSrKc/rJ6iaefNbwNn2YAC1lTfr+qIr3AR3pBPn32TUdIt1TpLMec2DpY/SwGXER8WgitVFUCwlaJtRp6V5xyPdyvvXHzGvkG+7fjqw7J1LMB/HWhmbWYMaUaHD3IBSc8oaDfQ+X7n5cm97IxD71AZoDpGcZoGIi5AcTt/VsEkGjtpU7fw1toZ2CK0ToURQqAFa67ptoNu3zFgdPvn8I0YbhxDHKeC0sDL5bvhOCEer0MjtyeXOId6KT05vKpe0Uz8FyPBN3ocUEzBS8P9UNoKXfGc4jB6I9D2h2CvpFDlkEbhJQQOtvh3dJcKk8Ha7JJzCp9YaMAA9Qom6cvSzOS0C5hiv4A+uGdYHaGpq3JewNFyhTs0lAWKg94d2s+BxatwCUeG2CsT/AyMp+pP72CZoSyffQbQwg0MH3UI+eE+Djug3denKMxuX9qS/GhaAonscOIaKzXSAc530uF0BrRXDF+6qmHa9SbVKqm1SyvkWlYEVWEb7HEO/6lvv+8MdF6AUiacUkLn3KAkgr4OjsEBFGZQ+A5TC/j8bsoYqIoIOmwAWFavS+TNM09nt1X3gQzlNEmfnCSiniHexovY8vkUppTJavucS89ceANl+TTnThGphqRGCPtLqG6KVQcVL/Uk9blPuSLlUdu8ZrKoImfL4GhaiSgVF3A43fUdz56n29fVwywIjygEVH8tIjudjuxHauYeeCbJ5Kh76cg/JG6pqKI5GaSf9k5FMh9YHCOV3CunAXxeAKjX4pDbLvpCh4Ix0YB6wz0N84OIt8k9G50F6vX4nIIoQIvcXjWuoYGJHr55HfCymrLAepcIsi7nif5WaI1HvBHZJphCHANFTo8Y+/G+577ydwrZqI94jAFgUQUUeKM+nUkfe7u8ivhdh6ljHrQDtT34nu4vesjIjO5wXuO9apDn6x8D45UF8LFXIzZG58kFHY1VnDliNHjhw5cuR4NuMqjUeePCWbI0eOHDly5MiRI0eOHDly5PhIx+Uh9b2IzDTx72Zm+wWRRkHMYwA4gpv4mxdTkDXIZbqumctuK0FNiYDRHW1sPSlgvXIr631P3OeTTwJVExTRi79gna238lKK3n54zbATG4B4lRxTOe0Qq7dAL9fhors2QdU45SQ6LZy+YRorQepTZK8TSlhHXQGuw1bkDnnXNzGSWz8SxPwakM1D99KnM1lTn1jAqCUGaU20/vIWZmbewqMnkgwEePn9cN/VZxzSTuphLUi9p/CVEE+5EfJyAquQBehmi4kWVhdkKGxLd99tIToQFIDx5UkQVYr7IA8bQepJPSqugx4llEmyBaqRqURPX0Q96JC/Sn3zDIPWPe/koTAE7uJ+CeLujnfXWEMxShkYPI5pm45Yu5AGtwGqvdX6i7RYsm7fzKyF9WTQmFD6Kba+cpNpI1Q1sABmD4iuy31xWB00iHzsjmKBrDNhRNQr3IZIOdsUZRbx+ETwxcysO8Z7gdCNUmKLFKGXBqNLPngNELEE9B+ntFEcmatNWCJjoag827liWPw/uHjqHjU5coxH0ZlV6yLS6WFZJzW2RP9Wb8Ix3oKWXa2MGwqQ0Lo56g52qfAbmVD+LKmq7B8GNXSszpKy2ozsQ18wJjznrc3QEKqVL+nCNbREmoOR/gYMHjIFD18PDeD5HYrIJWmMXdjcMTPmkeRNkaRbyYi00sN4xItzad/AS+GnLhqrxGxGst7U9q7y94XQmmrXsG2GGCGtxSKhw455SqaYMJ8mtHSL76HP763QkMap9MUcK6VpjOySU/aafGbaKIzXdjHr0Cww67jsQ1l77MtTlmT0/ihedzhkOXJ8QPG6TeW45p2wBnl+nT6jme3wG9PWlXx/snyjTPJIcqBFuWE+brnEQjVxaNFMMUfpv9nvkjnny58K5bEu4pjJSXi2xbtu28DeUm2j13fBcky0uNqFlJ/zhJEpY5OW4wdvyYs0igYSx91Tv8RkqAXkRfDIZBWBTrIPudynL8P99/N4TFRVw/KTRrQPekwdyvvZQfrHz1w+Px3SYIgrMh7JSH2OHDly5MiRI0eOHDly5MjxjMalIfVFbzaBmvXkLMyI1Bv3ef7AzdY8Op6MnmsWo0YpaJnaKkQHjc10+6W5RfR97BhdS8w1/x79k5m+dBazH0ER6zP3mWvyz1+WmV6ub8ba3uXb4Xq3/vmpmZmdfPrQXfJwyGhgEGkY0zDwCEOh6WZ6h4f730bVsOO88yI68p6aZbwGOc0jDV1LzDXSU6AG7XWlOyTvlci5IO5lTZRiTLQDH5LZezOzKa1qkN4xe442QT2jNdBdPMuoiGqKyPaiT8B3xnzSGeg0DWU0Ow7kAaJIFWbEqZTv7ofnxAxufR4EfBqPjuA6uqY+UUUvZFadz1KNpJfhUQnO8qsbA2fF+QqlHlmyzj5i73j9BpYBpEdQGUzY2/Sx2157bQgV3f9x185sbslsPlk3XGq+kGtuk3aCM+Y6L5rodKgjR0nHhmqYTwHhGc6Q95gZp14EkTKt892S5RD3VxbOyP3CPrwDsJza45AXqyWQiRGXjg8qrsoathzPXvSV2f64i9qNeoU+54TfydyR8UP/hK2Z1aibbDeIFEdiWon4mmqueCcT6Gd4Fw8FrNhOsv2spX9JXD9SfRe9WD+Sfm+7RW0esiC1CaF+D9hMjz4jfTa7i2msexK1zUhjM4tF7cwCiuxRZbktkXIy4SjmppZ+vn8h0qooOA6jhooXHFQxPb4buurYMMqbYACif52NMfnAwtq9ECgedcJk47OqPg7b/w5OPQs53uu1MB/wHtVBZwWBvBWE+iiYFqWfDAVsx/RbinMI9h2Fa9O6boKMJAqu+TfBNScLl0dTYWJWHoV319xBMPB8RLPFDzlHWBDU5aHrTHQM8oRj+k4qjhdaZNlivgnTJRXKm5zqPuR7hXLH8ewYLEq7x8NQgtfG/hQskGvCpDwAi48MY7ISBKnvj8BcJXvxAhS88GPfIYuCzx/pV7WxwN6edn+iNcWxH9lLynDyFnisU2AMVlL8mJbKl7+wr+/pflVG14varb4Ibd9TiqsyHslIfY4cOXLkyJEjR44cOXLkyPGMRra0y5EjR44clxu9PUGSP0eOS4iqt/6wjVwz9lMwZmZknAH5a0cKql/THX4qsaa+hqbHfuHgqL0gZi1s3jzhR9EwIKSTx0CsMDprjlVPBmge3UbqgNiRFVed4zkOwcwSNLPwa7mRZkH6W+h++MTxNMkjAuOevaAEugQ89JooAlLX52THATGcy/MT4Uxs98zEQeUstqazhbC/DnEjsKIiViDyafbAnb/C+n+1feN6Y0vWn5sFPZv5HIw4Is/ChCIpj2hkLWw5ItreMYf2d/swBPesAzAk9pK2062jTK2gA0SEnzZ0ZmYbMvAeua06yuyvgykGl5t+MswjIqHTd919N4czv2+VMBKYH1EecZ079s3qcE6ZNPZzXG8nGktEandNPUgbGQlc587165p/vC+ZjDtlMSCfVuduUXvHPDoXpgLyneW2lbKVlm3/ewSLJsy3A2EKkAVIvYu52FwC2SabIzBnh+VnLPy+hHUZ5R8YLjuwOMgGMjOzx+63w9fA1ICVXCeHUN+LugPtUvKGOkNgerSexRAyzSP0I1oIjDapd/rMfX8xy/cPHFdoPPIH/lNfFMV/YWZ/ru/7f+Wi4/rKbH/kPpcq7oJKcXqARnssRchsFbdqlrFQTB8JxpR6WtinYlob0klIVReqFmlnKNRKceuh3kIainLEfCFMqMFR8Hk/4bbtbIRWjsusnw/P9Pq/eRzti+x1kzyjMI3oAnqfSYpotOWwwaLoVxfRbhJ7MKX90jatihtDTU+1I81sSEW8ULQL19y8Atu7hXr9xiI1pB+3E21EYnpYJ++JQjZedGwq7xcf2WnuijGvV3R6pLmtQ8fq7eI4oFHBOi+giOeWvKDH8Po6BoKLcN+6jRtCFbchrYr2gBSC0cEG/UfZaa5fCXT00IHE9D7NC9afyal0gLd5fHyedvI7b/kHypp0JKH+IR3qsIjPN/6l+0A7OTOzfU2KFy/EsieDU7zP1QtIx/Xwfkgt3R+B4raUEWdil6f0e4ob2oDiGU737c0krhcapLq1MmDztnWk2MtAowIlmJ2q97uVOkbxoRa2l5F4H5YueEqepqmOO9bID5vP+5Qpbzly5MiRI0eOHDn+4PEH+lNfFMVfMbNv2xN0CYui+LKZfdnMrL5+4w9yqxw5cuTIcYXiSehHjhxPPYreyklrfSUTWdh2PVWkcajM+xUja4AZVLSe3eO6c0xmyjkdkXJM/k5FIbs5BML4XOIKI4BFT0XukpN1MpmJicrj33X3fYwJ4lYQ46KIEdoIqeUkXzLZHi1t5SSf19jRBf/JCZzkH7EtIhthNw1D0F2iBWCiHj95jAlirFPe3xqx5SBiSK2aic4U4x7Q5unBitguwv1rTIhzbbhOcHOyOkULmxFNgHZMPdxPcMcrXhtd977G8ThkswqCJtuNK1zpuvdIUwHAR/Gco4zsFcR6hPN7ILVwJVLtHTqybD/hzi/vh8nwk9qt8Oda7DEVdYIOkwvWe6eh66b5jP55VP0eTA3WhQ4T4KtNyCOi+QQoduIutD9zx03uud+IeTSCOHswj+ccyRfmM9e9j+g2EAQs8FD9bOgIRGeuSjQWCFKlCHusvxGnLUWxzcz6dE26AjTIrwmYKnYkej+3UF5edO+UZ7VSfren7t1M34WmgYCR/jnTPIkYQrhXosWkwbZJdSLS859mXJXxyA/9px4I/bf6vv97RVH8l2PH9H3/FTP7ipnZ7JWXe9qbqfiSFwhjGdd3nXQSKpQ3OXNb0ri0+nhLCiKMoMPN3wkl485vONj/7Z9xjdXmuXA+QbSeNV9yiTYvs/ugU12TijMdt/1QtMuLZ7Dcq9AeKyM7Q7Xb4QN28bHuS3w/7iPVzcysgegGLTwiuxdeEwON+YNw45d+3Ym9vPtTjra0eU6eBdyjbh4LjCnrYfmmO+b0Jjo1oduljZg28KTrFItYYEPPI/pOUbxOs4HCKOxEVRCHHeOw7fFiIXAw81sz6Zgh1lI/cA3dzW/I+RA0Wd0BlfC6XJwWI2zQBCklulw+dNdcj3QIROG1QeenOkHoY3oTaJjsPIT6RXSW+aRljpQtci7VYnGHfaS/eQEatchBp7o/d89UyyBh8Tbqj9N9jDqJFrYvjz9J1oOyWSz+baRz6HEtjoXVmomsDE9jFSaFp6KOFIz+CQ2+otvBg2nI1PHsF9oFrUI+ze/Hea+0P/8+WGSgvcR80+R61pFad6a2kSqyWMXtVWTPRMuaq6IekyNHjhw5cuTIcYXjPf/UF0Vx18x+Lfn5gZkdmdmkKIpfNrPPFkXxK33f/7WnkMYcOXLkyHHVIs8X5MiRI0eOHDk+7Lgi45H3/FPf9/1bZvbzFx1TFMVX3/MPfdF7O4dWUGKuhfV2aOo+lQJnktrDN4DO1kCg1W4LEN3skftO26qzVwPcdvrpCe4L+4W1rGMFItkCeVM0nWty5w/c9/Vdoc/BpqVP0UO1VqkSFE8YNqSpFWWM2EfHM+tGELSUPjK/J+mGsE1B9QsBGInoVxD62dwOF/rWLyLTQZOgUIlZsPkqaBMDpFPRXtoClSug3LJWvEiEPSLrn8SuThHRhvRIosNckyxrttsdtvTOUCZeqhMgYGZnjkayLVz5qARRpahKex32IDdcntz/1+RdgPpHIR8v6GNme7AcCgr5TEOids+7a83edvm9exhEatYU2YG4zBhroUzERWJ61gX7QMva8XrCsqAYjV//vrOwD+j7OqEl6rr54tx9nt+HhoG8A9ZJ1umIxTnhmnbcSzUPvN5FrD+hLTLrGBH7aHEQnq9IaHTuywWtegrCj5RLLyhFaztp5ypYWc7B8Dn/WCh0m8+A7jgZ0gFalKfmFPTDN1mPpG4vWO+w1edIqLQRUn8BU6bvLsiLHDme+SiGmi5p/Wd11Dqe9MOxxozbOX3LfW8xHmjEfpZtIGm/u5dCozpZuMEPbVU5TmqEllygHfDaWNKHkAZ7/jEkCmOidj7sc/052hd4Vlv8jLGlL/qEXRF91zT5dojti1qLYfx042vu+8Na+uxZrHOkVrPNi7CSm8d9oI4Zdsgniun1SnUHK45WYmyb1fZtg2s2FCEMZ9sejDTazqWiZJoWT6k/De+tPKP4YZz/lYyn2LdRILE8C5RWjqmKm668LF5wVNX5NAyYuWyAY6eNiMidVa4znX3HjSt2B2ArTgNrjzpExYG7x1bSWdxz553j+fdLaPgIfX9ax0si1DaNtGta423JehSKPPPr/ADjBembOU6ZP0KdQvnb9sH4b8t30ST12swMbNLmpW30c1RGkv47Wr6B91ZOE6q8MiLxbL6O6fid9dX3uZKGRPepR6OidpepBWNESuWyk7aMjjX5T3Twmsvn8x9z7+3wRuCgHszcb7Qzpv3fahvK3xmvCfq9/scZHUtZ3Lb4ejpk1ssxMdtTn3/MmjrHeGT1+xw5cuTIcemRmf05cuTIkSNHjg87rsp45AP5U9/3/Zc+iOvkyJEjR44cOXI81egdSleMaHIwiBgre3Dg8KJILZw5Nrfc9rl/6VC9R58J8NT6NtDYa2BmHQSkfjal+Fgs1CamP9ZAII3Mt16QeiJmDa5dAIXsBLlsixgqU0u98jFQOGoKLRINGFMUfoRZSaTe5w2+y2i5gxvH6q7bHn0n7NvcBIp7E/c4DhefL8FiAFuNGjKNiGoRDdwX0Lx5HPY1N3CfaYLCq6UhEPZ2hAVARJkCe97dZi40P+YTUVXRxWlSgUGCkIpuklgG5qFaipU3HcJ8fOBEVZZAV6eimUI0nOVGkdINylZfOsSd9mN6TFnGIortPOT/HmyP2Wvu/O1LYFMsAzrfTMD6o3bPyL8k7yDE/BRm3wSikd3aIcQqXIekBYYahdeESdnBNq44QBmZqWNSjPR6McNSyg/rgmfRChpdJwJ5RI5H0OhuRMeJ/xg7G+7riLDjO5F3ZT165y4+hpIRiJRP6XAz1Jg6/4wrL8trrjU5Xmz8vuXEvWfaDnomrJafCYQWSdxV9lIaLOpaf6glVA6hepa3JikbjTx/Nemi6+V4IDK/1AAAIABJREFUcnwoSL2+Gk+7H1GaTaOT1NYbVxCOXwOtahmuur3utmevoHO8NhQIo7UTK1AzCVSpyUPQs0nDF4VMUuwefwaUdfECbY5I148VTrXjKHaJSNuIZRTzQDvMcv/kAj2k+7tNJecffN8ds4Vwm9oDrp932/NXMRiQhrqexJ2gNjQdik99SprfkHZ09ip+orXdRhRJE0qSUpn9fVouhZBn5GfSnNEYq+VaRWo976F9L/KFasWqgFw+dFsqEe9vCKXsRdcQzkA5IwVQacv0Ad2Dxn/9t8LzPjpGepFPEb0MZWwLG8PZOyGfdy2WBBxBsE4GciU69bYmdQods/CcSMfbIU97GchRzbTFsgjvp2oiNAml4sM3Qnr3R1B2PkVdQTZp30mK6eYuK3fYF8Qvh1R137mxjqoqbUL1Cnk/Uj/K4U+WUs31vonVoHpYh0TxGIuOjZ4Jv6k1HWn3Z590eTG5FmiAMwyeUvqbmdm2duVpRyFDdoq6bIf+umP2c328HVPNJRUwWv7SjQxMPsjoLa44OXLkyJEjR44clx1XaDyS6fc5cuTIkSNHjh+5KESfhLNbnPhqORG2G1k37p0y9Fpu2xy47dkL7odaLVT8Wtzhmmyiz1WidTGZhBm8PSY1p/fcZN/2WCakOdkLZw8/H6fr3r0WCH7YhWvTqeb8FcyAj62VxXN3nIifqagAE4J7pfpBFvRRaBe2eDfsmz3CxPat4bpjr7/jtxZ9NwtrwvfYHn8rnP/gj2DymHlUDN8f0Vtuo/XW0DJ48R+6r2/+HH6fh0MIFJVcZx5kcYb6DSPhkd4VhWbCPjrX0N2GtnH1yFrj/di9+N454sdkuupbVSkYpYGywMn7Ci49jboKAanfjtqVja+3LmTd+v4u0JZkItrMQhnukkl10SgoYek3AUI/iawcUW79em3cQiflyWjhM4247vij/Tp4YQoQiMJa9khvgvXFL9tXoCJuE/x/yzFkmnVKgJ0ajJB6EiOirSAszO8pypHaDk7KhFmBy2jZYvlbwwpPtbU6v/Yd7U76rizJZzMzcUDzSH2is1C9FQ5qnt8/PYDhisWH86deyjPF2bjV90brO2/1JJc4u+t+vPF7jlayfzkg7fQibWEf5yu7iIKwM2UDvleUCqImng4kgi3szPdAcitBvIk6KvJrFtB5M7PZw1hMT70wvdAcO0VpY4uEydCJpacXpivifZvnQjoOvu/y4tY/PzUzszd+/tjv2x+j8oJKVovNFxsKNgrKtmunyKezWAjNX89iOzF3kuTzJhHtE5pgCZE1iviNsSWCkA8uLbZoXg+QLClFxRObsFIGbUTo2+soM0KPnANRnSQ2YUoBbNH4NfWws/Xlg2JDOljiZzTQ+6Pw8o++7a5//jLy4jDcn++ADfiuGqnSHKSSJbJVmNdtWNZLsa3z4x5sT18J+8j0aMHxYr51S+lIafGY0BLNAv3P/yZZmgouRRTFdMDA82UA5lH/lOpoQYSGI/aon0jQ+1J8kj1ThuNUihpp2+BZLX36SHYOC7rqGEJHi1CuFhA7KhL6pFkYNHAwn5Z59wxJnuhXiuiQ0qmUwoI0OzyLCNOwrIwOLD6guCpr2HLkyJEjR44cz25clfFIRupz5MiRI8flxxXpRHPkyJEjR44cz3BckfHI5f2pLwKS1c6HSGE3BaIUCc+Ec80CWq0/Pvqkg6Un57IrXWJONo1cO3xGmtTKCxSx5dugg93Wi5F2hvPGFu4m6JZSVWa0wruDpMp6YY/Ue2s4QTZBjfJ5oEt5y/g3IpzKPjh/EYju7EgfI44L6C0p/c3MrKX1DtBKrmPfBxJAvB46jcRCpxRbwfm7QI7xvGtB6gcILmlLFz3LmM0XEd1CrENoeQbkuxKUmFdMreEUWW1BIaKwSb2W8ymA0g5R0zQ035ql2y7fgHDSXaG8zcjuSJBnLR8J1VDr2P4mqQz4QdmoKD9FgzxRqxhm4RLoNCxjChEH8gg967i+E6+HAFRc6VxcI042ykhh9XSuxHbPfU64ciPFmtZCUf2jCA7fr2i6dKz3LLIzUl1FqGgS52Undk38jToMlVDb+NmXr8h2DseVMSNC20L/XmIWnNvn7W6KdFc4JtEXMTNPyy32IyfkyPGsR+Ha+LIa1v8uaSfbadSYuu1I2836Q9uz7U33/dq3Q61b38a+46FtExlfZRGz4yLqNu7L8c5WK/STuhNlIbKOjxy7eiFuy9me6bjJdxPsb5RF1abt7pChRbo083R1J+yb33f7pmAzrg9EV2YKS0/SqEl/HrPN4jnXhHXWxO1gkbD1zEKf4vsWYVhW6F/egSR0DwZjJLSY9lPynenmWDTYiMoYLxlLUjDPLIwrGpSXLcqK2sbxbrvG5dVqG+icFB2rQicTXdcs2Nqm93Rf3PEUqiNTr5uqmh+tb9EnC+uPtqueyUcWn5SfMmE3RpRtvhv2dd5aUE5I+vm4PCD9eKY9hfpW4S+Qiu65tMqXOn5fvh7IOyogXjl9wLG2PAsOq1dIh4xnWwhb0navSlibGnyiUpYNcZkBxxHhyuHZ2CaN1pv3QWtnG+DFM4WdynrSF8l1tGwjnxrfuAorNxGm9Fo/eq1dOT54yTGIjNTnyJEjR45LjcKuDt0tR44cOXLkyPFsxlUaj+Q/9Tly5MiRIweiKIr/2Mz+Ar7Ozexrfd//xQ8xSTk+8OitKPtYwIviXURfyWAp4vPcQSMjQDC+yPQjg+3xJwOad/hd7Fu4oddehMJSFJrRqGAbPns3F3Xv8AJveA4iaMpGSNOs2hxem+e9R7ceaR5jmw2AP7m/R/iRfEEzz6AZU8Fta/FGGJ6S8LY5xDEjmjXNnkqFZH2GfWRvtVWsaTTGTiSqr8zByRlYiIcx+6wXpJYWYgQjo7LlSYG9fo3CW6Hh/vO3xApx6lD3c1xzu4e1oTJbaekHa75GXG5sDXebeZx+r2tkZh2F8pgnwswrNjGKzUPIztSH5G/VRo6nW9yUqC6+q+I4n+UCBqOvoyz3qtEEZ5g9TtdqQ4YKnX9K6EDVwiZgXWDd2otwYI/y1lGhkYi96BNNH8VMBdWW8kw9lkMp93xeL7RI5t4FgoOVIPU8vnxC+2Em7CGUjZ0wLKoSLla4Dtkf7ch1SuhtdSLeWZ/ACQntXgfGQaSFRBIj8quRv56e4Ug2C5nGN4WO2Nt4pckxiMv9U09xqSIUyL5M7NA0EmZ7TL/Hb7SP2obzp49ZqSh0h4IklZS+laOqpDiM4n0XikVFgwIe/+RDNs+5LWlMvdD+vR8YG4yIrYyKPkafS5nm9PTUYxLaC4XzzAJNbevzKVR4r1KaqIfqNblMgo14pPqZcmm0nyO9ex93Bnr8Fv6yamcYOEjJtd/v4Is/jeQl00Ja1X6veYFjcBo70UaO6eBjS1vEtdAL/QUw2OrG6ERjnRVYdIt3QMFehH0VaIy06ZueuO3+MFxyd40DSZR5pZxftASgI2UQVnrvg/4UUbgTylwhgwzavZGOpnWbyw16+D5z6w6Mr82BKztUM7P6DNeBCrXaGU6cTqRf/tJMtf5xoErhSHmu5P5+eYYMLlPv2n6EfuYpniP0t7FOuU/+aDQHUD0WuzxSQ8eaMt/UYqDRyuPyPlQgjhxdPM14eM0PJPreLsFC5lZRFF+V71/p+/4r73VS3/d/28z+tplZURT/lZl97SmlL0eOHDly5MjxYcbljEcuJTJSnyNHjhw5rmLc6/v+Sz/syUVRPG9mP9f3/X/7AaYpx0ch+sL6prThqtUwMenX9OpYL7Gki87zCH/8eycTh6efcNuD1921z8qw7nl7A5PEcKHhhHSrk6Fw5tkfhOfw9ydqjInp6X13ngIH+2tEsYH4yTpi6prsZ0T8Mckos7l+MnLEtmpAAxibbPe/IR9lEpgON9QNUZ2Vg9fcUHV7E2gsHWB00hHJrE/dMZzANTNrljEK7fVT5P7U76HjDifIzczWtxMQhs8qSL2i9u5WQ6Q+oNE2DE5+7xM2hplN3wGzY0s3FELt4Zhyl6xpH9Fr4sS112HZhb8AnAD2W8kbpqVIKkypmissEmSqLMIun998p1yvP6Jp4X8bw9KoibAbAkEdPnOdvxbHCqyLao06BmcsbvUEAg6VoPjNLJk4p4PROtTNo99320efB6o/kwl/siiOULY1H73Wkqd4uE07zAACB4XoQPml7CXXplOvQ/IG2gFbAFBnAkZwcv8iVyfWezJDOnlv00cABW/gB9jeldNh60o2Si8skBaUGmoqeIaL2Pb1u6eFLly9uNw/9V6wSwqrF4XjMWFXatVUlNrIsAK772rfduu3neRHc+h2blDJGxV8SWDSSPCCyPEOFVBQRFYUVlK1Q+NvbNTYAMQCYxc0WBeF15R7b7obBSsU/aQ/aYOGdnUnPO/H/zfXe33nF5zC3U7y0g8wWIm1oWcngvv4rTSGPRufEVsz73mKxrg+G2nE+vhYs0CB6skaGKvvaVnTS3NXO3yHpNntkGGtcLgoDOjPx/PXZ+GY5QMOzNz37fXh+yo9siplzqfJBmnie2yWyCexUewSq8M+GVBG1yQLIUoMzhujehENT2hp7loWPQOvGdk5tux4Y1TeXQydAwYepZQLDqoontlORgaOvDYGpcffCuknjZMigpXk5dEb7iE2t0eEdhLabar7oseU/phwXx7vJ3w1SykUA4Ge7YiHLv2pWxW2SlhC3kpPBuq0I2RSPEXUQlvEd6jlqvOWdvGzRfd7in3ph72GrSiKu2b2a8nPD/q+/zP4/N+Y2a9cbqpy5MiRI0eOHJcZH/Z45IOKjNTnyJEjR44fuej7/i0z+/mxfUVRfMHM7vR9/39daqJyXE50Zv2msl4nDPnRL6MbQeq5fMajSrKPhxfx5C8nKc3MdlhOtnrBbenyYma2h1r5/ggzs1wGKGjk9a+7z49/7IJlZQRDD5MlexYABjp86EQrETei2kROR1mpzJuR5VY+LlobjUOngqZ3WGfcYkK8EaSznWMSF0jr4k2ol49MYtcrt52dhPObQ058kqmAZHSaNxbtO38xpN+7vEzjid8oeDu/rFAm7ZlP6RK2sSVTXNN9LdyDz338DffAnJx+8DlRrz/GhO+cQNnIRD0m9qkxMDkNCaDb081/4TJw/UJYf7a+SYYImQ7ud5309e/tgMvYdJlf/GwldQsE8OI1Oz9xrQmPmRUEjhQImrAsjwBB6+fdj7vreI8sW1pGydBJ2QzymQ4FTIfef3ObYARRkHDp1IFodj/s5DJhvi8PHI6BCgRRZFK/fcIafHUvKMDwqKHMvxYUnfV7WsfIuq6pT8EFLf9+iSwdkLCcrxLgwiP8NcCNnbAA9gSGYsT+wvYjxxPjcv/UE/XUhi1p5CLEMEWJ1CEq2aeN+/0vOoT+7v/tEPvv/zF0llIwG9pF8Cehd7Bx2GFdsiKUbKjZYOha3gqeIKShsE7Ua0WC3bYFw0AHFamlSZQ3TIOH/0eoXZ6Gw0Z12CqQ9uPpe2b2vX/LIfSHr7vztqchM7fP0Z5jyDDwDeuKHQToc7Lmmwgh0yJyCp7eRJqc7tvBFo/vNaLJbZLnGmE/DGz+xsgS6OBqud7B993OGRq/3XWh13GsRcoZrsNOzMxscytGUvU1+Y4M5yujwXdATJu+3kRLokq9ZywIr3AduTb6zFcODiMmBZF6vvIxxJ7MFSnHHIxVYA2082qQbu7jPXYySOkSDY1S6u/0JGZQqCiLpw9in2dWHIVDiFQr7ZWxAkLvqZ0jNDjGqNPLgPWobAsOgjEAEJYHabMd0r0dEXqi+I2ut2+aZNTKgba03DW0LDoOimaaz8l91O4uFdSqRzrRpzl9/dHus/+6mf3VDzsROXLkyJEjR46nHB/t8cj7jozU58iRI0eOHBJ93/+pDzsNOXLkyJEjR44c7zfyn/ocOXLkyHHpcVXWsOV4BqMvrNiWMUWZlPrE2ctEsM2zebqhXZwPnE868uJdOX1BzRXQgW8MKdYLWpmR6S3MrLOXcZ3ZkOmTWoK1R0MdG2/bBZZOOxX68K34fEa8xCBmxfUjQnleDI3aN2NaHVVyTwusK7LOWqVvg0VEVhxpvN6hyAJjkEw4fbb6HNcp433KTmq96wq+C+PJ0+7JsPL6OiPrL0gxF0bc5NTdmEzA7XUwtuT90wGKbjf9iCUYn+3BZ10GknJvJsw0vkbV5Unp//i6E82f3U33+dHnF/E5cl+y76jro0J5THcxUjQZnmjKS8uxntFakKGn9P2YWk+dnEqF+ljckQ4v3GbCpkzZaLr8AuXW0+6VOOuX5PCC8TIOM8nLER2aIlnKE1naeQ2e+Jhe85FpwnWUVNiy3UqeTcXoPJkXZbM7DQKda4r4TR0ltBpp04LzE5iSwjRsj2LaPqn2eh1v08fHEBetlvUkEbGMYow1+QHHVRmPXN6f+r4IlUUpoKnCo2Sst97y71y5zHGHNX+gazzcb/d/3HHcb/yuu+HJJwKVdX8Ud8raAC/fdJ9pP6eJ8iqgTZHuCo0pRcSo4yad8uwBG3Ukfz9SWvmT0v65zoa/SU/r1zclQm6x3R4GDLBFO38hnN/CXu/sY6CjixDb0XfcluvsGrH5IpV/+gjrA7Hl+jczsz0bP9LoVa0V+cS1U0pjp6Afy0BEn/cdXEzTjtZAJUqug7VsZqHxlX0sO8u3QIUWG8TNLTzTUUzvHhWZ80q2MrCgICDW/HFrZjY5c9dYvuMa1slJ6K3Wd2a4jyFN4ZrrW1wewX1P7lh8fslAiPnDdxAtB6HSczMsF3znx4+hIjsbDhLPXwQ1npZ6S117gS2XZ1R6X6SXwovScVOZmks3WJ45SHLX4sMlWwuDAw4GI+E4ehh3I607f0qEBVtd5sBlL+zAZU0llz7M7rvfVlNRveYrGxHfozKtvybvIfflwI751olqLBVkB2kz84qyXG+ndVNtD3PkyJEjR44cOXJ8tCMj9Tly5MiR43KjN7OxyZMcOd4jiqL4lJn9HXNTgysz+0Uz+yUz+7M45C/1ff+b73mdPp6QLVOknhOenQhObdxnTjiqNkiKMFHP4uzlMLnHiVGi76oFRKSWVmAeuJMJ2jBpe0HdSSd2tZ41nMDDpPPY+SkooA4fHjgYThKa116JdYcU8fYoNNK/Fy0UTkwTuFC7vTBR20fH6ERkcPjA+btw3+mp23leuQt5/ZEwtzp0ghnL44sQQwIJXndJJowBAJx8Kr6H6r74yVjvdBSir921Tj/uds4eud9f+CcB+Tn9mBvOr+6A1SAuKO0isQAcgyXTSXA9xFvJxdZwqkdUJE48Cth50UXmexl/d8/otpywVw0fr0PELRFnPT+ZzFcwgJPqTBPrllrLVav45RK80aDQIusY2R1RsNooyERAhQ5EUzme7ySxy4wEKgHi0TlJxTe7GmV6xjzFdaI0gSEE4KwQDbEefwP3KLctRPRKac9opcdyUyrDheWW2jwUE72giepHypZ//jGNrKp/umj9FRqPXCJSL8ifoswJul2IuFTHnSMCTp5GNR/um5ygwzgE4g7lzqPXBN06JP0KSP/90DvsD3ntuAFwCUTagGTtr4Vd+wQNZtnUCkz0kkhb1GGXcWEubCyfiErredjW8XcNpnd3DMTwYciLTcWGZoi0E7nm8VRINTPrcN5k5R784HsOet4eH0raiOAO0xSQRRsc4xF6j9TLe2ajwfz2nqXhEA6eJuegAgk6vboDuhGSqYMxItXrFlZp3w2t/u6Yjaf77htqKSDpwCJiopDydsR3YYM4+YQbZZT7MNrgcxHNn55JYwsv4WA/R1qY5JcfHHoO1eDasw3evSDtRM/ZSdercM3FA/fj9LEriO0d9/J216Sz4SOwPLcj5Zm2hsJmSel7Y365RNjJHInobD4BzJPwk6d2UqhyzLKN2TRGzfNMGdxCEW2yUUY69TQqEaPkJTuoxhb658AraftGwX2VNtF31HxOeaaiiq8ZVaOk/qgvdJfo8+XI8RGKt83sj/d9vy2K4q+Y2S+Y2Z80s581s5fN7G/htxw5cuTIkeNHJjJSnyNHjhw5Lj+uxsR4jkuOvu/P5OtPmtl/b2a/0/d9b2bfLYri1th5RVF82cy+bGZWX7th9WlhO3Fq4YRukRbMTidB3efbv+mOufdTsjaUVmKccOOk9UIAgwknoDEhfiL3x0dvCeaRNxsc4ycsW90XT/yFhMnkJK2tsH599iDsO3jTpfPBF+H8MgI8BDsbpkN2cZnWebw0an03XIBaApwYj9a0c4I0WWJlFqzX5veQbtjVdbXmH66NyWR14QnoKbZjbc9F7dEIeuhupp9jxHF/rGsNk8uNTKR6FJmT7wo24LcGedQATDp/VS5KZAzIaTkJ96/KeHK4472a4ay2t0aTTOJxHmElY0Um46lbMHuMtL0Ynm2H5aYt2CsegJJ/IKlNXi1gCR1eyL6gtR5ZLWZhgt2XV51vR32bPsT1APo04gLFJZ/KLAkXT5a/kXkg4Em65DIqYwnAsHxLAEYAbT0BlVG7RJQXlJvnficcc+8nCfTFDActW80SdWMes0HMpNyhbfD2dfOAHFZoW1g2ykos8VDfuJSYy/qaWmzrfLnDPbZhH9kH3bUG104QewP4+jSRerMrMx65vD/1RR/smDT32BE1Q1pJD3TV09FG0CN2DlwPbhYs0lhxC9AqdD14vSEC7L5vb4RSTnussbXSPm0Jjch9cRtPu0psylxinnjJAf1JEeSANqLjVGoSGtZmiYozi5/NLFQ8CtOo9y1RbIqPROIlaEznQOoPXg8Lq09fdS/Go7tA5aengiIyTZ52J2kqkt9GWAsXvYOAqCLZgvRvoROwvcljFIXso+OjgQV6rRZrxL1nsJlNTtz2+rfYQbrNycel7GD9OBvRUdGPsUehjyvur4M1NuRkUHSRAJA7vk7s43plw3BwhkdRdksYCOLdPQ77OHAiGj85CT346iXHOzt9xVVAIt/lPpxP4SPWh049oROGzuQ87GoTv+JIGiJ5pt2NITMh1VNQvQzma7Dwk2snTBltp7yv8znaqVWcVvd8ycBv5NWzXCg10Gh3hzIXrWfnwCwdaMmAjayxcjvG27wgMQg/GFEmxUVqRzlyfASiKIq/Zmb/FF/bi441M+v7/itm9hUzs/lLL1+RIVyOHDly5MjhIiP1OXLkyJHj0uOqqM3muNwoimJqZv+dmf1G3/d/pyiK6+YQeyuK4hUzu/dhpi9Hjhw5cjxbcVXGI5eqfn9RECWiAIhZQMNWL0DAQRBGrvnkZSP0EU9FRHMGys3Nr4VF16evOohtA4S+EcELj5qS8tLKfb3QyJOfgcg5WQe6fp0o9umrVN8P57e0gBnREEjpdrUgm4dvOFTtFII8Le1qZsM8IbKoAi0FUEOi/xMhN3LN9tmL7tonrwpfiQA9nredun3Xvh3yeX2LNAuLtzbU4RnTLhgNfy0+J55J0Euvtk/RHVlTT5aCp1BJLSCjgKI1ZBqYBfX700+RHod71QK71hegtRAiGXNO8GkZWX8eWRJZXJ4qIONcZ0/WhFLfSDHzzASlcybr7JXRMAeNrtq6vHj4+aCVsD/Cmna83jEmhkfKwViJylUbnxch3jWPYZmXclzFxzD9kSjONs5f3Xf0hrtxO3cX0vdbTOJyocFnIaNgdt8dc/6SnN+RWuu+q7vBHvoJzWJIafXtBsqoYuTeyicR0RmIyFjIC3Vc6OuYXhkJW+3IOsC7XMpzp+U4R46PTvz7ZvZnzOzHi6L4JTP7dTP7B0VR/CNzJfaX3+sCfeHaw+m90PjvnkN/QuEnMn5EVIpsnLd+luynUFt9e7VjO4J7ab9EFh37eqEKLd9C/4txw/p53FPpwH5sgutpP9GTIh23X6S3mpnN3sUxaHdXL4W0rV5y2wrt1vS+e4C9OotM4wZB86YG44huOo8/O6RxF4ljTatMKeY72p5WqPVkeTXQQjr1DDPtREk7xmWE9Tl7xDYO12MfE1GkcRkSniLGFNrWOmYw9ZEtT/Iccj61TbyIGAYP1WN5N3BGWd/BsXMhn7A9TnRXVMyMlOgaaayqIduqRYbvdy4Dmqj8jOSp34d7cPkG8nZzS8r2ixjb4ppkzJqZ3fwdt33wBZSRgyENPLAzmY6wj2NMjiX8eDYSGsQ2ZcyZWcM6cZP3wo6xsXai26OfO+aNZ1bKMV4oEmV7IWmD888W5W9/GB58eoLlLlyu0w3fA9uU+X23ffAFebZD2iziBzrtPNJxAK7tWc/v/Q+2H/nPVo6I+PFaHfMSD9KuQ9vaoUxyGUf1IGhGtYcot6D7T2CtVyTlMP2eYzwyUp8jR44cOS4/LpLHzZHjCdH3/d81s787sutXLzstOXLkyJHjCsQVGY/kP/U5cuTIkSNHjh+dmPTW3t1adz8IsRx8xw2HdtcxuCNgL0h5e+xQpWIG2yfR8ujAxOrXDjKrz9y2FTiSKC5RYI9YWmAkTh9R38Rtd+Kw41llBAxV0odIc+JaMn9XxfzcdvM8IM+ZKt3hGLCwyhXQ5HNJv9fdARr4YIgGbu64G/e8tiYSecRrqm2ZZypS8EyF4oB6Emm0EcYSBfY6z1QK6aZekEfqp2R4SfqJQmJfIUh5BZsvb+2F6CpxMUkoh4rqB0Qdz4Hvu4+Ju857sFnd/WOEvp4EMbPJxF1rAsS+GtEj2hVw8MH7a3ciZgYGodfZUVcflOnl912enn0KomaHgQZXgxnQ4bz9tXDtd49d4bj+NXc+y3rEDksA6kbYt2evMJFuUzaxrlEUTL6i0WXyW7rVYD60If0VNYsqMuewQ5gOEyDu3Ujd9mUJ76RdCPtnmdSzbsjiJbu0pQik5FufsOrIdIh0e3jsiAjjwLoxZQWaDdgbItnkEfQiYZua2uaRFfiYFFq5HcrQdIZtPS6PkpH69xeX9qe+aM1KNAyRN6ynY7nvm5vSSd7lyb2/BoNTrN1vAAAgAElEQVR0ak8rURq7pxmjAQV16+2fCVKZc9BnKZin4mOk5gRlz2Fjyw5U9aSYJiq0snBvbgmF+3ZM0Z08Vpo1BbOGhZeUYqrlqr/q/S/GtH0qvCp9qIeaVqCqK9UWvyHf9iNWa/1IheKzB9E9dpxDRUMvXjZky3najtLd/Gev2ioXSzp/spU87S0kJXT00vjOQQvjoGl9R9KUUPKVXmn0MWY+k+amIm1ppy8dgy++DTnk8u6ruGGOlFtRDqmYevJJodYv4+NJpb759ZAOLsvYXmc+h2t7iqins4V9q9ugAz7nRoKtCN15MTsvahfnm9nFK25SK7mobtNneB2XK7MwuEuvrWJ49J7dH7ADDce9C7VqLgWgmJ+Z2R49FeuBLkVg/Tt83eXr409gUHIwHJTw2eb3wy5vE4mlEFFZv2gsF6+OGPewTdS2SxHB7GC6TZqu2uxNHscvgRRBs+Eg5GlE7qNz5MiRI0eOHB92XJXxSEbqc+TIkSNHjhw/MlGUvc2We5O5QFvN3GxnhbXhmA+LELcS6z6ryRCpb0vodOB7h/XHtGMzM2sOuaY9nogzM2thfbezeN2yOt34ydNkbb2ZWdXGs4NeO0busb2JE2BtVc1kNhWjWq775mR7Nw8X8HZdeEhalZmJpRgm1wug25H+B5FKJGO6DpPexVmC3sp6Z4+wJhPrke1aS00BZk64b+PXMsdggU4m+0lZMAzqadhJFLFMJjmbJnwviILzPYygmSVAggmZAgkI4NIPcETs5loAAX335Blg3oMgQzVy7QqASDF2GeYJ80GX9J+6tJx/DHlz7Gbe54vgiFOXCVI/De92i/f28CdcHVu86f56HLwhgBcAvdTS0UzeP187ymG9Ek0H1JMOZVPtDsnM8IAin3UEqfe6B6p7w/smWhYKnB295g6694eHTI96FnspqtZNizLRVC5PdOLdH0NLOjrkaNny2kPIk3Ouvw/Pdv5S0t4oEJXmQRGXA71hNyxSYe09M4nXU4wNSP3Rd9z3h38o5A0ZJmR61CNaEN37YLFc1YAQ7P9sThGiMbM/3/f9a086/vKQ+i5QdxRVJ6q2vYEKfSTCG5P45RZ7oVPRWoodnjQAFEHxCDApV4JQNkDOpkBtVUjNo6REkqVxa1mZPSoeCtvybTwDKG7rF9CBqYhfGZ8XW8vh2qz/8viBkge09lPyLAdxZQrXDsfQl5aIO6luZgHh91utP2XSGCgwyWcnbQ/PcvZSyGi1mUvTtIfuGgVFvIemmfdaHUMmvZBNmVR0bZw8aornPQz7zj7BnTaMtO3Q6TuK06BcVqAJqSBNKiSi7XPoZODx2sg+PgvZD+tQ1q99020ffg7XvC4nJnWkQR15W6z4Dt5w28U77h7bG3ICb4PLKKq9Oogzo5DblmN2jRaXnT7xOR6jw/mIBqTsnNw3LTNpeWKnurgXrr16AYOiI7Jwhp1EczCkf7IuFm1aCAKj6PQV0OAusiyk6ODYgNGzU/Ti8TUuzCd/C0X6k7RIb+wZDLu4wzczm0F05/QzoJYuwwuu0dGODv4+iOhtvP7lyJEjR44cOXJcVlzOeORWURRfle9fgc3qe8W/Y2a/3vf93yiK4j8ysz9lZv/Dkw7OSH2OHDly5LjUKMysuCLCNDmevSiK3uq69W4hZmbNEbZEpomKytporzqeoJpmYelVicnbDohvdT8Ms7g8iiCGutAwiHh3WNqkE3GcSCeKqQCJP4oTypws1+VWM6qnD9fDlUU8CWuY2IvcOLgsjWj+Qmdx04QMw6PAzGJJ2+1/5i7w6NNA7I9C2rxrSDKBWdjw/mOAye46UORFMsErGeiBHbxvTmyahXW+KbJeqkI5Pjd7oOq6Jr2MFelrXK+W6/H8DsswyzKkjevtG6S3wzM2RTiGZbIa4RF3LBMdHZK8fLs/pgKoUnjgR7UYCJBh3T4Uyueypr/GWn4+tzIF+NsW7gXrF/FcZ8LUIBhPVF0BCzIzuAGNptuH9NdgxFz7faRZHHXOX4LCPJglHnDQ11nE99Cgk5Svrx6oCMc8+izrJtsBebfUQsC2K4Z504I101dPmMnX9LY6cR8ze+bvuu3DzwnQSdBzpGz0qdo+UXkBcXqWBd5WQTa//hVgBhkuUv79M7K9kGrLPCk9Q2CYxqrsnuqa+ksaj9zr+/5LP8R5/4eZ/b2iKA7M7I6Z/dcXHXxpf+q7SVjTq+tY///2zj3W1rSu799n3fY+5+xzmzlnbsw4KIhSARUxCipOxVpsbQ3WqBSGYELAqrHxVo01kRiStqm2NGoaKSlYI9IEm5BGhIhGbEu0gFXrpV5GB5iBGebMmXPfe12f/vH+vs/7e5732XsunL3WXovvJzlnrb3We3ne931u6/l9f78fZVGUXEUXuCWM8oAJPtUbv+mZZXLgj3mCg5k1MvrWZyNw89nUKtvoSvvVYJeDm3VOzorfS/76lP+4Q1qh9s5b524+qv6aUmdAGc+obcC0qnFQ8pb6qU04JqetcTirdvIlp5U4WYTdsU0l1d573+CtEVMSWJO91Qbq1AfmX+6eb/9mYB5aeX06tj1LIbSgksFJAfujfIDxzY1BZlJHU0kBklKO9LqdWSgto07SFqkG4aDnTc+UZZVqpcrAzht2UEdUVRQxHcyV9sur91qRbmkkgP0TbW/LNDapiObDP3cDyjWTdTFgEn3zAWByyiYH5uvtA7AsinQvXpUy2Mut6fQ/z9K4LPJ6lSkr+FzZkbvzsG1x4ufbX5sO0PoSpnZ0RaUvfVJ+VCz1bRyHbvurTU7ZT7E+p03c4Mr2ysF159NtpJrrdzez19SH9Q5oY5V6kepcTX5ZfOZVAOyTqDRgvA8A2L0973MHrs70B91JvxBCCCGEuLmEEO4A8O7i44sA3gngNwC8B8CPA3gFgF/Z7ziy1AshhFg+Ff88IYQQQoilsuL5SIzxEQD3lZ+HEN4K4LdjjA+EEH4JwOugH/VCCCGEEA2xkEr1Ukqmekol+xJAG7jMK7EYzCkpv0wEROk3AIyeaD489mizjU9XV8YLqcXG4TZJvu7VVPsofWpxP1IwMKfyWaS4OVSkmdrMq4ooikvyZXcyqpaoQmS6NK+MK4riM/1c+LL8ek//Rbsd5dN755GVzWdSYjCu0cXmvJPT7X1fnLIUbKNcIu6fdH+Pz9SK7eTjfF+miYtOv53k6oWM+anCMi1SULKufDn9TRWcS0nHkHXcz8f6oaR/OqV83xSuW63qb8ves05Pp+3Pgz3G6Dnghw/l09zEt41eL5ekz00d5sPXUPUWaxlXeFDeh8otnp5uPrzI4I1eZRYKhRzvrZOYJ/l4xTVhzrhVRYBGH/AubrHidGX86XkVfwNd5WebCckrQIv9vNdJymzVfHjjWfy7ogbkDZv6A+SvobjHzTnyIvrsPUyLyaCbST3qHs7MruXGnd161KnblXbTfPb02tMG8XMA3hFC+EE0NfZNB228vB/1vYiZdbKzne7X9KOpBTtLnYPPW8rIrDbIbT3R7saAc9NTVrlHlYZQ+HZlKcRsUJm5oGHtsW1z1k3nEzY+Yw2XPkFFqqnsGqjudrV7kcLtdnssNtAUfbObNa6Dd1dgyr7epeZvBk8D2pR7lGBnUxrep1pES046xnRzaD6fnHLPyRo/5b8zJytv08dZhz/08t88urDv+Bb0+eIgUpHKcyLCtHM+am2viK7pO9g5fZ74gcu1yfelW1MWtCyyvPnkDwCilZMdtE8hlurFrPA9QuvPxtzIPjetl0wDbTTe7H7Z9XFu6I/NXKassz7VYZb2EEjRoIE2ejEDzZ16sDva37iNfmzWHl2wQj7DUAQIBNycyG4dJe+AG/CLJrJ7m5ucUm5Pv0v/vJP7V/CHsTKlRtnFbmiKNFtJG0nXFgbMfPxL2s6B7bc2z+MgGpFfW1Zg5q7tes+kCQpdILwvYkpfaNfGgR9wfQjvU8WN5DCHUfnUCyGEEGLVHNX5SIzxAQAvf6rby1IvhBBCiM8ZYgyYTPqYT/vZZ0Brsa/Fc0kWN1ugZRq15kO+5kthc7d4u2eLbMzaM7zstt213W1Wxng9Jx5p93+ChgNayl2gvbTgedBKHDfnArUva69YKa1ZZQsrok+HFWmp4CLjmH8fUBy3PwPj0bgw3WnvLWMebT3OtHfdixzZvRxbarSFyxIzYCrCQW6pn7r9ZyftmabYOTVLebFov2jLOJ/znubHAYBg92ZeiEDmbqW8TGVXrZsppZ8vDbLzTXYtfotLiRduWPA+W6gfnmmW+HeOtwFrGAyQ9X7slAqzE7b/p5sV9snJpgDDQXtBqb3w3s7b8s9muUIgZTVycZTS/UqKD3f/Uqwjuw98cF4owhhWlXSH7UnyeuMzaoVJ/p0Pqsj0dDQSJcPM3C2gT/P6v5h1n226R95SP8v3S4vsXrFQ2CW9US8ZOFneSkygZIzYoxqm/XJ0JVfIJEOl258xhcZn7RzuubFtMXgiFSKZxZ3qj1uLa0VrgJqzjrMb8kbNGLqKBlFlqT/qaZGtnpXPz8syKMdBt5GnbawBTF36rVMPmiXXrNIM3LbY8js2L7S8H3+sPfH4dG65XhxQXv9dmQszWeAysynPX7mWzqDs9rPgd8wdGvy9oJSmXxzTaZt4Ol5Tz8lvnvWhZjZx4UsbacLube0h2JgZvMwrE4eWV7Zn93B8q0mqTnQto4zWunfORTtl+ayde2s6O4ZyoGje7zN58XKhYpMDA9ZVB++8/IAL0mYRaOfsvJ31M0k47RYsxq73tU6fA1nP5TFlB76wbaZZdNNiIPJlKiKG9piH1g8ILJNZi/1EZr/UdEBRx5AHbiSMMHv5OV0rd7rlFKd4qZuVM6UU9umSZzx2rsYBcvUJ4CzRWUGLbfzkII2KB7S/tHHl2L3iS5+W0PqC65ZSL09laXtxcK1OdJOMoPtNcS99Dl1G2U4BOYfdh8m5JwNtAq3KYsq5QO2e1Ip5M4iHeXAhhBBCiKfABs1HZKkXQgghxOcMcR4wvbqV+5ZyUcx8QpmGzC91LcBUWmZxvNEu2g4vm4XVFvOShd5nk7Fjzrio6XzzaL3n5JKLmVfubbcpXfuyRc6aLzKQG0OY1IJWxUl383Jym/nPcjWyogqgm1Nc5MceXWrLz4XEydniHpXXAmDh3KYmtho7snt8y582n3u3qxt3mlHBLPS0IAJdKyIVCn7Bd3qCvsDItgFyi7z/e+rc6yZ7zXSaC/nBZV3heVt3wtwqDwAzk3H0Lpil3akwerc2N3N0gDWUSoHJuClHvOHKbJsNTjXHOXGseT0+apf4h/39Y0lMtpvtbmw3q/jxUlM597zffhGLgeUAgOl1W32npd4MGt7lsrV+23Ey18fmnjKDDw0Eu3d4V7NiUdsv7vM+8RKt3fevu/bHdJPn5lkZAaA/or94bmxa+LR//IxxDiZdSz2NPVnWHC7Up3R5hWKm+cOOk/2ZU7rmecOQPeYeDVNeIHQbjQJ2DqpnvGsnU3naPR66dI98z/pTM8SBsUAsT57/rlf0W1S6LNw2s1l/U35zHzrL+1Hvn0jFb75WEdu0YrapbwgzX+HzVFyXn9u8Di1vJX1cZ9teata8jC7bd87aOj5rHa5ZqRe18nL8df1Ox8ibJgyucRc+wZk1NOabx0zaRh9X9nzuUia0/hUF6BrMU75X76f80Dc0FnpK3HY+3n43NrlMKQn0n7FjnZ+0Ru1T+LGB0wJ9qi1jSkP4NFtrksexPhT1JNvWtpnH7gCXjuMG1mySBwDeP5kW40ImFq+3zYiKhN5ec0wf+mB+tulZhyfsddROOjigzSzwythbl681J44WyGc+6kreCCcJXvqFoq34ycLcBsBkQXbjekqxaJ/1C3ka0E5gk2SrNrFMA1G3/faKlGtAO7ljaspYC/hi8H6X/UFzALYV1/6SIqjbjpKyphKoJu3PQzGmhu9Bj/PY3aLwOoPdUy9/G5jstqaaGF63+2vnu343J8WuXprsjjEXfH7clHPWnsvUWeoHnNCwHbjypgnt0wz29NSJkJ5OCCGEEKtlc+YjvSffRAghhBBCCCGEEEcRye+FEEIsnQPCXAhxqIRJwPYnh0nODgCT2/MKSVloHsPEpKpDU8B4+bDJnwcWayZJ5WtiFwphnJQrxeCgEKwitU1KoQOOeVBKNar5GBTMZ++gRJe7M17K3AUAYWydWIvdkg5k25riau5iGR3/lKmwjvMcXj1ZSPr9oXlP7B5d+mLYcZz8+7gpBU32Hnpe2p2Xk8/Ulz8w3R1j5bggiLN5Lgmm1H2854K6XGguNJj6rX+8VeKNLF0cJco8zszJtyk7np/qZdcBtBlvGJiu3+vK75Mk3Mo/O9kWjXX5mAXG27LjDXzavuIe9d3fPB92mkrSv9CoB6e77fXzfiXR7Y3258Xxv2m2373djnM8D1zoy7iwOjbvtY2DpRzfavWWGZcy9xPk+PpfpCzq71pqyUfabfZus/Zq971/QDam7oGdXDylzXNuJ+YKQYWeF462KuP9YwG1MXxylSjQKoJLpW52+aPC3cW51AS7TrrPMC5UVh/sfb/PV3dv6KZUxHfyMKXhwKT63rWldElhjZj79jftH6JqsGFT5iPL+1G/CK3k1TVERk9tfUVcZaVU1QbJ4XXnP7SVDxh+cI52VZQEc+Dw+V4ph01B9FwwLqayS4NyJX3cgfWLkS45SPoAYUUwrMztp08pM31rKrtVUsv1JpxMNBsNrzefz/01mZSZ17lwnRPvE7+buZRnIws2ONhrtr9xu3NTYGC8HWvU9JMadDuDpHZ2EUWTnxrnIO6mstGHwEHU+ddYVNi42zxoTlC8rDzJ5gupPdDK7ekPuf1Y+4CnlnZxftry2m53Bx2ehX6VlMUDQH+3ec/ggZPbnV/fTuPHtm3+aTUftp4NZD4V3sImMqPHmuud+LRzRUVMZXIDKv3GUn3294nXxPvtZPB9u+d0Yzn/x63/3aNf0VSaVHfoclHT/vBRuHZAuT0jFvs2NrbUdynl39BX9nzCWk4ym/Nw4K+4ZSS3F27sipl88XiuSiMvx9+K90yaMHpXBqujg71iY7S5qpMrg+uV27SPxbNz96RnsvsUXHI/31oA8+NtoaYp5Wb3R8CiEpRUCCGEEEIcTWSpF0IIsXw2xIdNrCG9ZhHNZ6goKdNQ+fdp4cwtsE4tJdvWhTyuyiK6RUme3hYcGU8DaBc202I8zzWvrBymRbcD2lDNAFgE6qpl4SiNGP78KY6NpWKLlbRbKBZMvTV1coYGGtvUGR4WRTA6ryJgEEHGN0pGiu1uMK9UVne8mS0ot1ZBO6dPSZhS+Zkhwcelsakyn3tKX7fbTqG3bPF7fHee4gsARoOZveYL+VN3fi4Gj9HFW0ab8tv9qCzE8tq8VZkW0vSIqBRw92hRHHPiUtLxMxpsUoYjlxJuXpo6Xdl27zIVBK3gtAa7MnaUMa7dJGWMGQ/ComI9SJtX4uXYs+yZxfzYo3b9J9ptZrymg1LiHUASyhwQjoZt29fbFIiS9bfTxpEs80wT2XMpjGj153HalH7uxEXwOx93J6Rnkafry/u9/DqyhF4pCGAvO20eo6eXHdMfr623/ezYmVJmPCiUC4fAhsxHlvajPixaeUh269IgCfvOVfYi5dnW4+1uDLiW8rX6vI0p0FzzOj/GbWpmtXwfoLXYcf8sYF1Rr7J2n6yA+YDpg3h1ApK581J1kM7hx5t+0VB9eZmnkjlwr+evQJt2bZGsc+7YheyJwfSa7SlzQvc7vh/mFsKa/CZFxHSdiU8FB7RRT4E8qiiQS3Fohd5+pHmd7jCVnotWyqBhlI35SJp85kPLebvTlnfOoGMcfNwg3C9UJRyy566zmZ1iVDmTKZ1oe9/RKI8S2q9YVBcL62DdID47Zvs90jzg6bW2ss9Li7N1+rw3QDsAcGCtRTUlse8H6eaVE4/HXuSkdknFUtRL/0gL9U3PtQNGmj3+SLPR5S9sd1tsFfXKD0CFVCumkLm+IeWqg76bJVEhkNqMT3NptyypVxduUCuCI3aiyQLthLkyNvCa9o7nfwOt9T3dS18venl7TW3M3ZM0GXoK7S/4wI9pfl6opdAOwhsyzgkhhBBCbDSy1AshhFgusW4lFGIZxNAsTGY+uVYfFyntky1sLborW7GWPcPe3/aHzYrfp1/KVUK3qG/7Da/Youan22Nf/QJ7w0U2FiNzW7Lzp+wbzorOxby00EkDQrsNFzWZaSNrg6WFkYdzLlk9s34kdyC/KNyr7+f3p6FhuoMu3I9uX9fa/YZXm9cbd9qmW5UFUC70mjuiTxeXlBXFgmf0lno+d3tdjNvvFqWrEu+t22Z83hbrt/O0c0C7gF8uuNY8vFLZ3Htv1MA+n8+mllKPC8/u2SQ/+xQboFmg3wvtT4DSwuqPPTWXx0WRZSb4tG2sZ/1Ke6F73iDv9L3L5UELyMk9kK51XJwfdp8/nbKDV3pczy3047N2XacqFvPyegDMLd3NorBm+zInG0ZFIZMus7SmAy6WRF63fNYiqn6oXlk4hVGy+nPBvhILpHuu9qP0lu0npc/zRtD8YHNvFQy56qJ6Xu5n99SrcnifUzYqXr9TgYTdfp4Z7WazQfOR5f6or8nBCnyF4IAxt0q7e3troRxdbl77Kc9qt5bSGh4quRnbgDP5AFotb1bAA7ZJ8q38/N6al/zsKz69SWFgPX2mNuF5ioHTH4PW9Imlrdp52OV5tQAdTI2VN1iWk+V2HS3lVswz6Tq+Mj0fB8hFJadXGjwXld6Ejdk14iwMAZDlLKWEihOEPQu+Qt9iABgMcj9jDwd42tBn/W4H26sNTLxO3rtapRnQumzHqVhN2w7NDSiFHC4b4OxYe+ft2P758J6lCWDzZu5SPE75zEuZF1rpVTpeRSnD+BXhuNuOp01W7cokl/V/0p2k7TzU7Hj9LjuHl6OV8jF/m1NTziewXmmTtknKmfarUtWyGFQaOfsNd9BkmeekmJNrr3ix9pdUi27CmVQ/tfzSnOj0K4NiWX8qVY5bUK5Ws9QnYVLo1vVU12oy20MOTiOEEEIIIT57ZKkXQgixfKTtFysiRKA/DtmiVYrbSoMfo6D7hU8uYjLY6q4zNFxqPvv0Vzf70QroF/AC/ZYH3Madv3AlDMXaJpAvjDbH9n/lfu6hcEMC2gVWRuHOfHO5Wa/+d3Nse2WA0orbI6HCgIFWgdZCPzlrxgIXOJdGHKoZxs5dksFEaaHsuH0BybLZ22OwWrdIWSyqpoXfitIiBTH2gU4LZQONHHMXfR9mja4u5BcGAQYJnriAuJNJ8342tvIPu4v+tJ4zkO7M+fQz8G80dz0cay+AC75j229OI4kzlqRF3dpiemnhrbhspXrGwMV+4Tr5i9Mam5erOVbuKsmAyACAvTyo8eSMta1R5RzJxdVb6pv3e+fNoGMul3HkK4DtT6WGq9wMLB3MPTFUrNKd0BneflW44npX4NTOCsNIz6lA+hMaP8wo4QLeBjNmlQaaTCmQjm3nd9/NU1DqwsCThc8vrOiO0iWwV1GlJL97WurH7b0N15s6zKDJqVwu3gZ6+fUcChsyH1nej/rgKrSTRSWLX6WTOOgh0gp9lY3smDsVDZIWhIY+tT4oRkqzYq0yk15YB06/4UVmOisK5VMzJGWAvZb+8+483Na3mzQIVS2M7Ay6N6U8D19v+YOLaZsbt50DAPSHtIq3+/P+bF9sjj051X7HwRRd43LbiZv5P86oeqhIxThQetUC0+pwouMmH3GQHyM4K37f7tONO60wKfiKk7v18w6mlvol1bksBYFdUhoQXMduI/PC6m9SD/iAOlR+UGXiBq3JuGlus37l/vActn02oLHd2G49d59QyCHTgOhiH6TB7qkEfqmlQWIaGDdJSj71Az7DfEIGtBkARiY1HV1pz3/9Tk5qeRxfBp7E/qwFiuKfi9D9vFAEZaKUAV8pT0EHXq8P1JQmwda2Obj6QFudrBX+vKH4riZbrcHBMBZ/ZwUuJhgHRL/3/VUs0uPU1DuHKnkTQgghhBA3BVnqhRBCLJ/NWBgXQgghxDqzIfMR/agXQgghxOcMEcBiUEisdy0mDJUrhULKw8BVWxe6qsMppcHbeawMoJXoMstInB2ghOF3XuH9hKnFBpTjVvYr1IdecZRig1gsosGeuyb7rL/XnGN0zRRAXqrLBCh2yOkJJ60/kUvyqWpatElTML4ll91n8mdK+00RF10UuZQ5aZ+AdUArVz7xkEnbT7cFp1ybwrueKa/O/km7/xNfYmU729yk4MpG+fVBMuZS/rzwWXEs0Arj6cxNFbW3196c6fVGb0wZ82irjSw0HM7y/U1GH663ij5e/+K0ld89uCTft8xB/Ssmw3fuDyk9o9X/0QWXZYey73PNsQdWtuDjxhSpAOPEqQ3nuSpswSCU7gYGxsfhvXWuBduPMtORPaPTdn73jHi9C553zwVas3bO+ECRrg2++VVk+4nkdkJlYR47qfmj+FXo7g2VjcPLdHtx8aNSdq68rFQHAm3fklL6uetmmsGUYYr7ZDFyqCrdv78p1YD+R25SLyb3AffcGQSxiE/m638KhmfPdHDFye/teidniz6h7HcrKmXRZXk/6hdtR+o760g/sBRxy3XkVoH6NtgyAioA3LjNZMomqfdRMNN+dqjetKbDtW3Z12dpr5rXdsDq+oakc/lJQRFEqw2U57ZhvlRuM3ONgwHy6K/lUr7xMw6QfqKRrmE3lzk//PfOpW2mJ3mcinzfGh+vd+7SfKXz0d3KdRT08wlOyg/kUuq0H++3v1/077N773P2EpbFl4kp6Bj1s+NLhHYQSzkvXQfDAZF+PWGv7WDKqL4+8HGc5dszoqq/pykSKQcvn+t1Mci+81L1ziqh71BTFGNkrwAwZJuyyp4CwPmAhixCchZ17a+U23v/S05cn8jrNdD6RqbzcK7l6n8PCt8AACAASURBVDrT1nGyeON29wyOc3JaqY8cOJK/QftdrERvbQ5UuZepTK4dga4XRcV0h0z9hxtUeQ3Mj5zKX5mUotKXdZ5vzaWAk5rsurhNMeHwG/EjtgPfHsqJhjtvmbt3eL3rOhHKiJU3kbAhPmxCCCGEWF82ZT4iS70QQojlsyGDqFhD+hGz0/NqELlk2abF0a2/cVGNQZ1GV9rvrj7bLE1F+q4smFYnNYf7Mi3g2Ve2oNZ3lvbb/vclAMDHv+WMlcdfVHD/u0XgSqomGgmmfgZIg5stkO6dyy3+/n1SAfjYPLT601Jn55i5rCmLMqVXlrUkvychVu5NKott4xZsBxaQb2bxlZhiDgCwnd0ozHvNSveNO9obMN9pthmeaC7KW8p7lsqsDFjn0+b5NF1+mxpMETfddTIGW7DePtGsIB/bSqmdUko8pqSbDXJVCQAsLGhfj/Wu1z64+aS5zp5Z9udnm2vb2mmtWYxDNDPjxWTQRipLhozt5t4cs9dBv72vvDdTM2RMJu29nVo8oZStpxLHJY0G1iYza67Vs9ldli7QggD23Pnb+DM0Hrbjy+m/ba7t0fM8oL26uk3jIY1zc2esSQH5uP2sqzRI7Z3ndQv+3GpqZdt6vK0b2xb8cn4sNwZ4I9f4TGHMCAcs3POcvv5Z/CfGsaoZlFK6wHn2cXaKXhGwDwBmw7zcSWnjLfVWf/rXTGmy5e7tTvNMmb2q18uPB1g9Pyj20M1gQ+YjS/tRH2IbudWnilpMabGz7bzhywJz0VLoK/mNOynjyqUrABDmtKJZJ+8kYiQ1+JT3sv3u1INN5br0HAsAN/ANIH/wPmgZLc5tgL7YOTZT8G1fas5x4oFL6bvxnY05fb7Vy64DAPZubW7Q3hnrzJ3lmq1veN3uiQXDS0Hu4CQ+hWUVaO8dB+Esoi3fMxiXG0QpJTr/R80FfubFzQDlU8RxXBnYsz/1YPuAn3h+87p7pigb0HZetGpn5a1YJJGrKFKUWOugfJTV2Z4NcFcHnfMGG/wZedZHNGUnNXwizxm6d4c3nVNfacdzUT4HV5r9aAH21nRak3c+0XzGVG8AMD7XHHO+Y68+EFqRvzVNUv2t4T1MX3UD+yVLsIu4OrLr3L7QbHPlue6QJ+z+9PN64eWktNpzUufT7C3KKMSVyTXxUi/2E0zzF2tB4ZLlmgdov+JknGXy7YjVh22676Sp3G5hg9EiTdwrg2uRLxdwgyg/yy6x6J/cYNhOnvmc0aEtk52+dujK82V/vHUxnwwDwPR0t18VQgghhBBHE1nqhRBCLJeIzEoixFLpARgtsgVOulq17nPdBWUu3G/ZWvyNOyrWvCLdVawtsDIl3ri7gMcFQLr8jNp1fzzytY2Fni5umcGOC4aFNd3TpqTL/V+bHbhRfryed9kpXMCCSzuV0r7Rl97K6FMCduIT+HtTuIf1dt1CL62nTGlHP2K3GDwyS/3u7XlWHKC1XicrLheT/T0yS+Fg2LyOBu0KKi3lrCPT0M+OZ3/YNrwOn64t+E0woxXbpZTrn2wq3pb5z48G7apwmSYv1S1vTT7e7DcY5KoEoPVpZryB3RfbOUbtNQ56ubJkkj235v3Q7s2x0TTbB2gfZX/WXWhPWX1Yl6hw8EVlvTNr/uiSM2zcamWzZ9S3a/QZj+hi2WPcAXdvPvMVZllP/t/24ur20IwuNDgsTlXiDZAiRkBTmFyFE1zZSn9z5+2bUmEOr+TKmNMPtjfnsS81hQWNJ75uFekdU9wOn2lqTFdKOud3ioYtS5ZFY6CPSZEMUJV2Uxp0ktuk7zfsmSZ33hOubW1XVBcAolO+NHXyEC3pGzQf+ax+1IcQ7gfwWgDHAXxzjPHaftv6znzgfDcXNoAmS703etp29/x6U9se/LZb0ne00Cd/5kou1WTxSum2XNnz2A6ZBez4pxtT+5Vn73S+6yXfVvvbWeEHN+x1tzkorfK+32fuxavPahrplXtbv/dywEuxAAAM7c6e+mRTmOlxb221Y5uFftyM+5mvdyxy4OY5LPPzZ+NUYenz17vzcHMQWujHt9jA6S3faRLTvF67x6V4O9PcxLhD67g3beblXPi0ccmvOB8ofWCQeexn3y1c0JZwzb5jZ3iyvaihSe5aKZpXlVj+2BmtvZRIuJtJy7EN1j3nl806Oz1vgWx8Hlo7z/hs0xCGriUxJ2nfOsKy8wNa3/05lQHOIpsmPpyIZXpSDrKmhnFt8+7fair0x/9hY8KdnXTnHeWDY7TjLJyqhYqEeILbdIrd+q+7UY6T2jZvsxscyuBLHCT8BITxEGwAn7nBgZPDk6aI2LvVPR9rmynuhWv341IRVJXBsQD26vubUtpb2S3lp3XnTfEU7DOqlXwO11S1tyqDHvefMC6JVxY175kacnHM9xfdIF9CCCGEEOJo8ox/1IcQXgLgG9H8mK+ucYQQ3gjgjQAwOH32mZ5KCCHEBhEQNyYwjRBCCCHWk02aj3w2lvpXATgP4AMhhCsA3hhjfNxvEGN8G4C3AcD2s+7ZjDsmhBBCiPUloqvmLKRElBz7oFIpXZPNnLL4M0V8jzb9mfuQ8TqumsT4slMtJtVR80r5vU9bN2Fsj1IOjFbNkxSJZeoZd+z0WlFPJRk0d/PKoULF5JV7fD+40ew4OV07eH6OmvyeyrLhtVZhRWnw9bubV6qPvVCK6fIWDOLVe3IVVaaK4u3aJ/AY4GX0pibzWXWsUCklmzt/z34wpP1NjhxcarMk/rLz9yqZWVBuc6YNpjc0Kf2I6e/cw52ZbP3ac5vvhiab7/tzlNftVIpU95X3yJexzAxVDYKXYst062bH/WLivioUcjx/yMof8s+c+8X8VBGHKYl4vcTXXqgCdPFyqKps075VUsTxPVXHXhBJSb/JJf3vx2lSylK12Lxefnbbuex8stnh8jYDJbr7znNQ7p86qYprj7XRkcskxn6HCt+Jxbhi4EWgVT8yzFfWJ/KepvPywG6bQf5MvEo1bbNg8EFrW+7exkk/z3Ak9uVJf9SHEO4A8O7i44sAHgHwlhjjh0MIrwbwwwB+Yr/jxNBGPOw7PzIGw2tTvLX7bF1stv/UKxrZvY+42JHB+v67SAGWgkxV5PfsOIbX2gNcvfd4KrM/TnZMDmqu4+ExmYqOg/HCD/zFZKCWAzel4hr6hmPHGloU0t22vAPLKzs9HrJtOyOBO3Z2L5gX03zYfEq6MrLmwPm5cdBiijn6d8UseFh+eh8Jl3l8+8mXrX347BA5aPpAnospc/zyA3YCbhAq88qOuxJs5jodOr8y+pilnJ9+YOQx7TVFKx20NzN15FaW4w+35736vP0jty4GJp83mfSi79wFrCNkOYfuPrXReJttJoGdr3uIrIDsJLvq/dT+GDwNAB578XG7zq6PIjvllBvWEgB714uxiXMOqutsP1uPO/8587JJ/pM+CCYHpzQp4IHabZK/qNXHuavskzbvHIA8cONimFdW326nO+xT6M/BjfzIba+FywnQtq10f30TYTW6gQ5MHZjavz1Wn196RpeEWg5aqujNFcKn95uczgMw+np86JFmAWxKtFkhhBBCrDEbMh950h/1McZHANxXfh5C+H4ALwTwYQCXUP2pIIQQQghxhIgBYa+P/nW32MsYOMUCWhavwxb+aN3KFvxpha2cK21jC36MtzO63G7GxcwyG43PdpLWaivGjDbAXbFw6E2G4MJ0cRy3PVNacSFwcL3dZOuJZqOhWeMXLiMb9z/2eHOAi2d4k7A/WQCf/DMfYI9W/1J84BeKGRgt8ktvKWQKNbMOcMF1ehKdbZjSLVTKTWs8U9LNd90UmoYDxibaqmTFIUUmHQCY7liaO4uPM5i7QH9crLf9GPNn+1hrVWJgv4F9N3fXvzBD054tTvdS4D93kWYpXZTWdLSGDH43m3cDBU7t3kxmlqlpr60c82vN+96NPJ3KYuStS8jx6+W2cE0jDcsRQnf1OVnxs0XqsuJ01RTMIlNVkaRjZ7tnC/dpt3n32DQysbje8EXjA58RFSaLzKhn9cVSaC5GLtZTCsKXqyl8PJyFGWb2bjcVzS3ddse+pZrZJykcYnatnmpgUFKqmJyVbs7ok6xvZrTr32i3GVzrZUExxf58NvL7twP41RDCdwK4CuC7n2yHqqqpGJyyaKTsWyg/8+23kFF5OQit/wy0lxqCG4CSxG1anAPA9KRZgit3p1dY6j3p+KzcvfzVn7caNCxZIfPX5n3MPutP2pt54pPNqLt3xo1QQFW9wA991E9aEU+axOfGHW4wKK/J9cnX7rYOlpFla+nFkqWweZ2dcNukKMF87e6eLsWrtMpBhzezEq01WU1dlNl07RyDfefLshR/+/KOz9lDKJQGvmy8J+OzPkKk5ZHt8dV1utaxpcjHrn4tbJDmQO4lc63BOC93Rprs8aK6m/Ce+PMyxVma1NYGqZD/7S31kzP5RMYPZCmAol3vrX/eTk4euq+pdIuK8iOV0wLrpcir2QCErLzRtXuqDibWKK882+WLfZxKoubvc3/Qhp2e7jSyA6pwYt8mQKhYt9mOvaXeAuSd+FRzjq3LXYUAf0RcuddP9HK1Qgrs6WSv7QSDn/iJGjdqXmYuGF6axKSDtrstJRLshqyMCyGEEGKN2ZD5yDP+UR9j3EPjVy+EEEIIsRb0xsDJv+5nC+eTU80r3QRDbVGebmE2c+o7d7Sp7Z8sxMkq6E7M/c0Kv3fOfVcYHWu7lyaybOE/Zfuxw9Gl0S3QLUZclOxOYLld/0azzfFHmm0G43bb3fNNIffOd1eGeb69W83v1wwlNberpGrIVuv5nf3pPcjoLmnXu7AbmRmKkjLBFly9MZILrFw0N6t6Zoiwzya9ZhV42m8LkDLr7DWrq8PLzevIZRNJRiirP1NnDWUKL1qP6b42P96ev/d4c97dUVf06lPHAa2xwX9OC32/R//v1gLTS5Zis/ibGmFaMWhMLd2eN/yQiX0XK1apmakXZteb6xhcbO/f8Uu5wiW50rrMNDQIsB4u3POnyy7dE+cDWse6q8+LRbXCZX+2vvHuGdnbgdX/qYsJEcs2XVm4Z2abOd3/akauSnmSuyBfaahw2av2buW29lpxcU1GseJZ+7JEy04098+2fJbsG1wfkfz107kOuDbGlMhUILkhztctZogaXs1TCs6dAWJ6epEZFMX+LC1PfVi06ZR8J8/BLVm1/QA0KDruWgdepJgDnH+wWehPfbL50geeSFITO/9k1G3cLFMtlkf6Dk+BAyRu3jJK+V9/nEvcAGB01QaDGTs+ZxG9ZTu7loOC36T7lVnxm9d58Syy3Zl6cit2Pmvvkz1fV7ZkWa1ZiQspFQcFz9x80+PY+ZjvWbq4SW7hjF7KVaTu8xMb5gOdWae9cFIgDgi1TqvHTtdS4PWHzJXq7om9ndg1Tfzkp5hIZYFkKCerSIzKoDyz4MtrAxDlgJbfLOy292vAgEOMo+JafSe4kzt9CoKUAj5VJFv8O3QHgsV2MeCG7nsGfLp697C7Xa949Sek2MLK6HOyxjKIlB/c7DS0UvsYDxPWVTvmI1/bZuw4+XDzrOdbTIeYDn7Aedu3M5vEXL23Ocf1SbeupwmPm+ixvZW5aKv5nSt1NtgOtdSfZQyALK/srPvZTSViOWoAIYQQQoj92KD5yNJ+1AshhBBCrJrFCLj6+fPMGpYWgM0amIJLTruLmVwQG7rglhMGYKWBoLoAl7/66PEkLfibGxCtawAwt+j3ZRR7wC3QhtyVim5FAHDjdq6m5kVsztf8tX2RC562AHmPO/8oX1zMjSm2ME3/Z0bzrwXd5Pkzax6y/X3Q5BRE9AaVBt3zD3ab1+kJW/zeaY/NoKdc3B9cD9nfADC6aAu2g4pxwRZXFyeaE87uGttx3SI2falvNNPq4aX2ONOhGQvogkdL/S1tBeg9YW5nVxrryq47/9AMCHTda93eXIT3ZCE1i7kzVjBOwMIWkxl9fz7tPpxoaoTB1e6C9dzKlmw0NT9nCwQ8v3OcPtq7y+7fNDc69K/5le/8WIstXyier5dfx6Byft6HihGi3MZbjJNdwlxFe85lMxn/i0jvvv5sXTQVy6DYB2hjKhQ+/TXYjhaub2JGhxSDwFvqGbTYrOmVMAOtpb7H9lOxopfR5d21pSwBRR9Tu6akanHPM5hxrmd+8sc+0363d2uz/95dTVvoHTNVi1cKxJAH8hX7oh/1Qgghls6m5IUVQgghxPqyKfORpf2o74/byKlTv4LKEtRWnhnMjkGxskiz3KhyMi482Urflc+zVcqRO3axmpUtnJXf+QCdlN9XFK9JSk+3m0H+NwBwYZUp6Y497nyirlsQr9P9fH8A41O9/HzumAy0RQvBQWny0spiJSBhGWEW8CuZFWlvLLahD59b/6dEvhYtlDL6henBs5VNRgm26MRbF9ov7/nNxq/i0a9qnBj3zrP87e6M9pmidbqVTa7E9q80551ttxWLfkj0QfPtnKvkXK0dpMB3bkWV0Wntu5mPeptk9LkcHmjT9PVp5fDtwL6bjJuVfO8aQOvAwqwDgyea19MPtPvzPPSDnHl59yh3x/B1Z3TV7gWDSXqJe79Yua2tPD+VtGh03fBtLKUq5Mkq+6VV9Yq7gq3epwB5ma+JbUPXER9Ej5YlLjS74JkXT/Wz/Q6KkJtWxd1KO1fG6dPqU8ul62S1cDJ+1ts2WGH3fKUvRJ5X29x1UqfY7kXLHFfR/b1kVG6fslMIIYQQQhxNZKkXQgixfDZkZVysnhBCH8A7ATwbwBUAr40xPrHvDv0InJ6mOCkA2sV4i9+ysFX1rcedDLlINzeuSYQpw+bnfiHNFrkH15rXM3/dLihffo7FRSlk6z6l3PBac9TxWVugdQuANAJwYZoxiUbXKvL7ylo9jSbcb2zBufwi8KKIG+INLYzVws/SwqlXs5fn9VmLbDGX8uN8kTE/Lw0QPqPRZJSff+vxdv8BU/CN8v2ybEtWuPE5k8afai+uf6JZ2T42srRxg24wO6a72+P9d9LywHR3FsOl12/2Dy5G0cxCuPQuN4Wbx9YKtTjenJeyfRoY+v32HJTb0/A0m7ksKgxwZynldh60v0N7A1l/Tv9tc+wr97b3b7ZjZWMwvB27cadb94HRdvM+uQq4xfS5GTImJpuf2nkX4/b8W5bejy4e82xRnAWxMjHQYU3+H7sL2CWhEsOI9ZVxdrjo3XxnbZp1vGLEoLFoZDL8cSXWUivf379sw2vNqzd+zk7ksvvg4kd1ZPcHSfzZ/GueCXyTgtn54Gf5/t640AkIWDEuhNSmm7/3zrl6f87qzXF7tTZWGst6BwUevBlsyHxkaT/qZ8eBK89t3veds1CyBBVWbv/+2EWzYJ9xPi4pKBxH4m4tLXOxeh+tUA4uvv4WLlW1oHIpUqyLDEvLJq2f9EnzdYUW+tN/01z41XvajvvqPTao+4kCz0s/OwbTcyntmJ8yKRFqA3ZhWfSDcfJls88Gzk8wRZvt5xbd5ry2jZ03y1lrMGopG3M+iDLoWC/btnnfvI7PNCfcvaPd8S9ff6I51qz5bHi52X/oItFOTL1Aa6kPonfjrua7Ew83+13bbgs+tYvqWQTamudTGUTPP99FEfwvCzRmn6XIo+44wSaSjKacdYjXmmY6H+c5doE2YigHoOnJ5pgXX+D9kZrXnj2DgYvYPLDPqrHWaA23Yy+23eQ2de7FAJJdL4/ZvYtJ3VG0J1+++TE7r9891WN7TtYeOFkGgMWA0Y8tCrDv5ZJPrNWLzDcsL4tX9iSfSgbas8mtD44Xi1yunnaCa/t5X74iGF11LC6DUB6kgsgm6vnkxfvwDu2HBX807J1vd7z+eXa9291rEeII8koAn4gx3h9CuB/AGwD8W79BCOGNAN4IAP1bzyy/hEIIIcQhsrQf9ZOHHrrwwI/98Mefxi7nAFw4rPIcEXSNm4GucTPY9Gt8Jtd372EUBIhHdmU8hHAGwLsA3IJmufk1McanM3aJ5fN8AB+z9x8B8GPlBjHGtwF4GwCEEB77+Ot+4jrWs72vaz+1juVexzIDKvcyWccyA+tX7kOaiwBHeT7ydFnaj/oY4/mns30I4aMxxpccVnmOArrGzUDXuBls+jVu+vVVOBdC+Kj7+232w+7J+PsAPhRj/DchhNcB+McAfu5QSihuJl1N9D7EGM+va3tQuZfHOpYZULmXyTqWGVjfcouDkU+9EEKI5RKxjJXxC89w0vKbAP5bCOEEgNsB/NTNLZY4BP4MwMsAvBfAV9rfQgghxMEsZz6yFPSjXgghxOccIYQ7ALy7+PgimoBrvwHgPQB+HMArAPzKUgsnni4fAPDqEMKHAFwH8JoVl0cIIYRYKkf5R/1TkUmuO7rGzUDXuBls+jUeres7IDrxMogxPgLgvvLzEMJbAfx2jPGBEMIvAXgd9KP+SBNjnAO4/2nudrTaw1NH5V4e61hmQOVeJutYZmB9y304rHg+crMIcUMkB0IIIdaD08fujC/7/O8+1HO8/8//1ceeifw+hPAcAO9A46M9A/CmGOPf3OzyCSGEEGK1HOX5yNPlKFvqhRBCiKUSY3wAwMtXXQ4hhBBCiKeKftQLIYRYPlKJCSGEEGLVbMh8pLfqAgghhBBCCCGEEOKZceR/1IcQ7g8hfCCE8D9CCDurLs9hEUL4kRDCR1ZdjsMghPDSEML/CiH8fgjhPSGE0arLdDMIIfRDCL9sdfPXQwhnV12mm00I4Tl2fR8OIXwwhHDLqst0GIQQXhNCeGjV5TgsQgjfFEJ4fwjhd0IIz1t1eRABLOLh/hOiwjr127X+N4TwQ/b3h0MIX77qMh6E71fXpdxlX3nUyx1CGIUQ3hVC+L0QwkdCCC8+ymW2OeBnQggvsL87ZQ0h3GfX83shhNevtMColvl9IYTfDSF8LITwlfbZkSoz0C23ffbCEMKn3LUcuXIvnQ2ajxzpH/UhhJcA+EYA3xxj/LoY47VVl+kwCCH8KIC/BRBWXZZD4s8BvDzG+FUAHgXw0hWX52bxSgCfiDF+HZrUWG9YcXkOg0cBfGOM8WVo0kb9oxWX56YTQngtgLMAHll1WQ6DEMKzAPwAgG+NMd4XY/zLVZdJiBWyTv12rf/9FgBfA+C7APz0Cst2IL5ftYWTI1/usq8E8BiOfrm/HMDlGONXA/hhAN+HI1zmGOO3A3gfABxQL96Mpp1+LYDvCSEMl1/SFl9m4/4Y48sBfA+A77XP3owjVGagW+4QwovQlPm33WZvxhErt3jmHOkf9QBeBeA8gA+EEH4thHDrqgt0swkh/AiAB2KMv7bqshwWMcZLMcZ5CKEH4LkA/t+qy3STeD6Aj9n7jwD4Oyssy6EQY7wWYxzbny8C8EerLM/NJoTwGgCnYow/v+qyHCL/AMAOgP9uFoYvWHWBgNj4sB3mPyHqrE2/Xel//xTAn8SGTwA4t7rS7U+lX30O1qDcKPpKAF+Io1/uPwRwdwjh3wH4TjSZO456mcl+9WJk88YZgAcB3LWqAtaIMT5ub78MwP+x90e6zCGEFwJ4E4B/jiarCznS5V4OmzMfORKB8kIId6BZMfdcRGM5e0uM8cMhhFejWYX8iWWX72ZwwDWeBDAMIfwAgC8KIbwlxviTSy/gTWC/a4wxfpv9oP95AP8pxvjo8kt3aMxXXYBlEEL4SQAfizH+4arLcpN5JYB7Qgjfgab9vT3GeJQtd8+EswDeFmN8VwjhpQDeAuCfrrhMQqySteq32f/an+tQ9qxfBfCvAfzf1RbpKVH2lW8G8BerLdKT8iIAfwXgZwF8P4D7sB51hNTKeuTLH0L4JjRZUl5vHx31Mr8CTV35IIAvBvAlIYS/i6NfbvE0OBI/6mOMj6DpiDJCCN8P4IUAPgzgEta48u13jZ4QwkfX9Qc9cOBzPAngFwH8lxjj+5ddrkPkzwC8DMB7AXyl/b1RWPyDfw/gIzHGd664ODedGOP9fG/tb9N+0ANNvfwae390+lFZ08VqWJt+u+x/Qwhn0EzMEUL4PAAXVlm+/Sj7VQDfDuDX7O8jW27U+8qjfr+/BsCDMcaHQwi/AOA/A+gDR7rM5K9Rv78zq+vXADwbwKdWUrp9CCG8EcALALw+xsjx9EiXOcb4VgBvBYAQwjsB/EyM8VoI4UiXe2lsyHzkSPyoP4C3A/jVEMJ3ArgK4LtXXB7xzPhBNH70d4UQfhzAf40x/scVl+lm8AEArw4hfAjAdQCvWXF5DoPvAvBtaFZ1Xw/gQzHGn1ptkcTT5NcBvCqE8DsAxgD+2WqLI8RKWad+u9P/AnhfCOF/oonB8wMrLNtTJsZ4yVx/jnq5a33lq454uX8ZwLtCCP8ETcivHwXw8qNaZlt4+HoAt6NRF9TqxU+j8QUPAH4xxjhdRVmJL3MI4VcB/AcAvw/gt0IIl2OM34ojVmagU+6fjTF+sLLZkSu3eOaEuCGrE0IIIdaD09t3xJfdff+Tb/hZ8P4HfuZjMcaXHOpJhBBCCLG2bNJ85KgHyhNCCCGEEEIIIcQ+HHX5vRBCiE2DeWGFEEIIIVbFBs1HZKkXQgghhBBCCCHWFFnqhRBCLJkIxMWqCyGEEEKIz2k2Zz4iS70QQgghhBBCCLGm6Ee9EEKsOSGE94QQPhNCeMFncYzXhBAeupnlOpAYD/efEEIIIcSTsSHzEf2oF0KINSfG+O1ocs0CAEII/zKE8LshhA+FEJ73ZPuHEF4L4CyARw6xmEIIIYQQ4hDQj3ohhNggQggvBPC8GOPLAbwBwL94ku1fA+BUjPHnl1E+AG202cP8J4QQQghxEBs0H1GgPCGE2CyeD+ClIYTfsb8fBgD3t+ebALwSwD0hhO8A8EUhhLfHGN+wjIIKIYQQQojPHv2oF0KIzeKvAPwuf5iHEE4CQIzxvn22v59vQggfXdoPevm9CyGEEGLVbMh8RD/qhRBizQkh/AKArwdwlpDanQAAA7NJREFUO4CfBfBgCOFDAAKA99pnR4sNGUSFEEIIscZsyHxEP+qFEGLNiTF+X/HRBwG85Rkc5yU3p0RCCCGEEGJZ6Ee9EEKIJaO0c0IIIYRYNZszH1H0eyGEEEIIIYQQYk2RpV4IIcRyiQAWi1WXQgghhBCfy2zQfESWeiGEEEIIIYQQYk2RpV4IIcTy2RAfNiGEEEKsMRsyH5GlXgghhBBCCCGEWFNkqRdCCLF8NmRlXAghhBBrzIbMR2SpF0IIIYQQQggh1hRZ6oUQQiyZCCw2Y2VcCCGEEOvK5sxHZKkXQgghhBBCCCHWFFnqhRBCLJcIxLgZeWGFEEIIsaZs0HxElnohhBBCCCGEEGJNkaVeCCHE8tkQHzYhhBBCrDEbMh+RpV4IIYQQQgghhFhTZKkXQgixfDYkL6wQQggh1pgNmY/IUi+EEEIIIYQQQqwpstQLIYRYLjECi82INiuEEEKINWWD5iOy1AshhBBCCCGEEGuKLPVCCCGWz4b4sAkhhBBijdmQ+Ygs9UIIIYQQQgghxJoiS70QQoilEzfEh00IIYQQ68umzEf0o14IIcSSiRsjdxNCCCHEurI58xHJ74UQQgghhBBCiDVFlnohhBDLJQJYbMbKuBBCCCHWlA2aj8hSL4QQQgghhBBCrCmy1AshhFg+cTMC0wghhBBijdmQ+Ygs9UIIIYQQQgghxJoiS70QQoilEgHEDfFhE0IIIcR6sknzEf2oF0IIIYwQwlkA7wBwCsAVAK+OMe6utlRCCCGEEPsj+b0QQojlEmPjw3aY/545PwTgHTHGbwDwGwC+96ZcsxBCCCGOFkd7PvK00I96IYQQm8i5EMJH3b83PsX9hgCO2/s/BvBFh1M8IYQQQoibg+T3Qgghls4SfNguxBhfst+XIYQ7ALy7+PgigDcBeHsI4Q0AJgA+cnhFFEIIIcQqkU+9EEIIsabEGB8BcN8+X39rCKEH4O0A3ru0QgkhhBBCPAP0o14IIcTyOaJ5YUMIOwDeB2APwLtijB9bcZGEEEIIcVgc0fnI0yXEuBmSAyGEEOtBCOH9AM4d8mkuxBhfecjnEEIIIcSasknzEf2oF0IIIYQQQggh1hRFvxdCCCGEEEIIIdYU/agXQgghhBBCCCHWFP2oF0IIIYQQQggh1hT9qBdCCCGEEEIIIdYU/agXQgghhBBCCCHWFP2oF0IIIYQQQggh1hT9qBdCCCGEEEIIIdYU/agXQgghhBBCCCHWFP2oF0IIIYQQQggh1pT/DxoHcMR9dxNJAAAAAElFTkSuQmCC\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "### Display intensity of both cases image plane\n", "plt.figure(figsize=(18, 9))\n", "plt.suptitle('Image plane after SM forrandom arangement')\n", "\n", "plt.subplot(1, 2, 1)\n", "hcipy.imshow_field(np.log10(im_pistoned_hc.intensity/norm_hc))\n", "plt.title('HCIPy random arangement')\n", "plt.colorbar()\n", "\n", "plt.subplot(1, 2, 2)\n", "plt.imshow(np.log10(im_pistoned_pop/norm_pop), origin='lower')\n", "plt.title('Poppy tipped arangement')\n", "plt.colorbar()" ] } ], "metadata": { "kernelspec": { "display_name": "Python 3", "language": "python", "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.6.5" } }, "nbformat": 4, "nbformat_minor": 2 }